warning: commands will be executed using /bin/sh
job 3020 at Tue Mar 25 21:32:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140318/YutaMouse20-140318/YutaMouse20-140318
ElecNo	2
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 3160532 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1053510 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 55369 members 
Mstep: Class 3 contains 55381 members 
Mstep: Class 4 contains 55032 members 
Mstep: Class 5 contains 55428 members 
Mstep: Class 6 contains 55349 members 
Mstep: Class 7 contains 55454 members 
Mstep: Class 8 contains 55453 members 
Mstep: Class 9 contains 55309 members 
Mstep: Class 10 contains 55473 members 
Mstep: Class 11 contains 55834 members 
Mstep: Class 12 contains 55311 members 
Mstep: Class 13 contains 55611 members 
Mstep: Class 14 contains 55347 members 
Mstep: Class 15 contains 55214 members 
Mstep: Class 16 contains 55926 members 
Mstep: Class 17 contains 55429 members 
Mstep: Class 18 contains 55333 members 
Mstep: Class 19 contains 55587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1459.785645 but Gain 3439.175781
Score: -138231936.000000 Penalty: 61905.132812
Iteration 0F: 19 clusters Score -1.382319e+08 nChanged 993659
Entering Unmasked Mstep 
Mstep: Class 0 contains 1163 members 
Mstep: Class 1 contains 88514 members 
Mstep: Class 2 contains 33778 members 
Mstep: Class 3 contains 42855 members 
Mstep: Class 4 contains 58729 members 
Mstep: Class 5 contains 59875 members 
Mstep: Class 6 contains 59913 members 
Mstep: Class 7 contains 69217 members 
Mstep: Class 8 contains 83710 members 
Mstep: Class 9 contains 64207 members 
Mstep: Class 10 contains 77941 members 
Mstep: Class 11 contains 45982 members 
Mstep: Class 12 contains 51613 members 
Mstep: Class 13 contains 64333 members 
Mstep: Class 14 contains 59929 members 
Mstep: Class 15 contains 45107 members 
Mstep: Class 16 contains 38548 members 
Mstep: Class 18 contains 57991 members 
Mstep: Class 19 contains 50105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140701376.000000 Penalty: 61905.132812
Iteration 1F: 19 clusters Score -1.407014e+08 nChanged 439391
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 1 contains 85877 members 
Mstep: Class 2 contains 29844 members 
Mstep: Class 3 contains 30639 members 
Mstep: Class 4 contains 52246 members 
Mstep: Class 5 contains 51341 members 
Mstep: Class 6 contains 39328 members 
Mstep: Class 7 contains 51231 members 
Mstep: Class 8 contains 79467 members 
Mstep: Class 9 contains 100065 members 
Mstep: Class 10 contains 69794 members 
Mstep: Class 11 contains 64949 members 
Mstep: Class 12 contains 28931 members 
Mstep: Class 13 contains 106996 members 
Mstep: Class 14 contains 62994 members 
Mstep: Class 15 contains 41202 members 
Mstep: Class 16 contains 33347 members 
Mstep: Class 18 contains 45053 members 
Mstep: Class 19 contains 79782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141717456.000000 Penalty: 61905.132812
Iteration 2F: 19 clusters Score -1.417175e+08 nChanged 310949
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 65606 members 
Mstep: Class 2 contains 34364 members 
Mstep: Class 3 contains 26559 members 
Mstep: Class 4 contains 64287 members 
Mstep: Class 5 contains 45218 members 
Mstep: Class 6 contains 19122 members 
Mstep: Class 7 contains 38355 members 
Mstep: Class 8 contains 85038 members 
Mstep: Class 9 contains 128798 members 
Mstep: Class 10 contains 60948 members 
Mstep: Class 11 contains 73630 members 
Mstep: Class 12 contains 17178 members 
Mstep: Class 13 contains 138523 members 
Mstep: Class 14 contains 59017 members 
Mstep: Class 15 contains 33902 members 
Mstep: Class 16 contains 29193 members 
Mstep: Class 18 contains 37342 members 
Mstep: Class 19 contains 96300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142113488.000000 Penalty: 61905.132812
Iteration 3F: 19 clusters Score -1.421135e+08 nChanged 206137
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 54093 members 
Mstep: Class 2 contains 41155 members 
Mstep: Class 3 contains 25978 members 
Mstep: Class 4 contains 80846 members 
Mstep: Class 5 contains 40948 members 
Mstep: Class 6 contains 6825 members 
Mstep: Class 7 contains 30141 members 
Mstep: Class 8 contains 90249 members 
Mstep: Class 9 contains 151147 members 
Mstep: Class 10 contains 56342 members 
Mstep: Class 11 contains 71948 members 
Mstep: Class 12 contains 13245 members 
Mstep: Class 13 contains 152323 members 
Mstep: Class 14 contains 55587 members 
Mstep: Class 15 contains 28337 members 
Mstep: Class 16 contains 24057 members 
Mstep: Class 18 contains 31488 members 
Mstep: Class 19 contains 98704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142303536.000000 Penalty: 61905.132812
Iteration 4F: 19 clusters Score -1.423035e+08 nChanged 154776
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 46931 members 
Mstep: Class 3 contains 25992 members 
Mstep: Class 4 contains 96678 members 
Mstep: Class 5 contains 36612 members 
Mstep: Class 6 contains 2282 members 
Mstep: Class 7 contains 22335 members 
Mstep: Class 8 contains 94077 members 
Mstep: Class 9 contains 170500 members 
Mstep: Class 10 contains 53303 members 
Mstep: Class 11 contains 68236 members 
Mstep: Class 12 contains 12062 members 
Mstep: Class 13 contains 156435 members 
Mstep: Class 14 contains 52893 members 
Mstep: Class 15 contains 24842 members 
Mstep: Class 16 contains 19260 members 
Mstep: Class 18 contains 26998 members 
Mstep: Class 19 contains 96398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142412512.000000 Penalty: 61905.132812
Iteration 5F: 19 clusters Score -1.424125e+08 nChanged 123890
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 51409 members 
Mstep: Class 3 contains 25977 members 
Mstep: Class 4 contains 109437 members 
Mstep: Class 5 contains 32787 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 7 contains 16073 members 
Mstep: Class 8 contains 96292 members 
Mstep: Class 9 contains 184955 members 
Mstep: Class 10 contains 51048 members 
Mstep: Class 11 contains 65553 members 
Mstep: Class 12 contains 11304 members 
Mstep: Class 13 contains 155695 members 
Mstep: Class 14 contains 51409 members 
Mstep: Class 15 contains 22947 members 
Mstep: Class 16 contains 15201 members 
Mstep: Class 18 contains 23838 members 
Mstep: Class 19 contains 93896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142478592.000000 Penalty: 61905.132812
Iteration 6F: 19 clusters Score -1.424786e+08 nChanged 103665
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 55017 members 
Mstep: Class 3 contains 25734 members 
Mstep: Class 4 contains 118780 members 
Mstep: Class 5 contains 29577 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 12122 members 
Mstep: Class 8 contains 96957 members 
Mstep: Class 9 contains 192380 members 
Mstep: Class 10 contains 49255 members 
Mstep: Class 11 contains 64906 members 
Mstep: Class 12 contains 11126 members 
Mstep: Class 13 contains 154230 members 
Mstep: Class 14 contains 51226 members 
Mstep: Class 15 contains 22640 members 
Mstep: Class 16 contains 12148 members 
Mstep: Class 18 contains 21462 members 
Mstep: Class 19 contains 92670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142528192.000000 Penalty: 61905.132812
Iteration 7F: 19 clusters Score -1.425282e+08 nChanged 92180
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 58018 members 
Mstep: Class 3 contains 25377 members 
Mstep: Class 4 contains 124832 members 
Mstep: Class 5 contains 27222 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 9645 members 
Mstep: Class 8 contains 96496 members 
Mstep: Class 9 contains 193601 members 
Mstep: Class 10 contains 47882 members 
Mstep: Class 11 contains 66427 members 
Mstep: Class 12 contains 11160 members 
Mstep: Class 13 contains 153039 members 
Mstep: Class 14 contains 52151 members 
Mstep: Class 15 contains 23814 members 
Mstep: Class 16 contains 9812 members 
Mstep: Class 18 contains 19572 members 
Mstep: Class 19 contains 93381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142575024.000000 Penalty: 61905.132812
Iteration 8F: 19 clusters Score -1.42575e+08 nChanged 84817
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 60288 members 
Mstep: Class 3 contains 24838 members 
Mstep: Class 4 contains 127921 members 
Mstep: Class 5 contains 25481 members 
Mstep: Class 6 contains 1598 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 95116 members 
Mstep: Class 9 contains 190594 members 
Mstep: Class 10 contains 46773 members 
Mstep: Class 11 contains 69315 members 
Mstep: Class 12 contains 11343 members 
Mstep: Class 13 contains 151908 members 
Mstep: Class 14 contains 53882 members 
Mstep: Class 15 contains 26284 members 
Mstep: Class 16 contains 8073 members 
Mstep: Class 18 contains 18118 members 
Mstep: Class 19 contains 96837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142618096.000000 Penalty: 61905.132812
Iteration 9F: 19 clusters Score -1.426181e+08 nChanged 78238
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 61923 members 
Mstep: Class 3 contains 24255 members 
Mstep: Class 4 contains 128511 members 
Mstep: Class 5 contains 24075 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 6962 members 
Mstep: Class 8 contains 93324 members 
Mstep: Class 9 contains 184818 members 
Mstep: Class 10 contains 45923 members 
Mstep: Class 11 contains 72880 members 
Mstep: Class 12 contains 11568 members 
Mstep: Class 13 contains 150505 members 
Mstep: Class 14 contains 56460 members 
Mstep: Class 15 contains 29768 members 
Mstep: Class 16 contains 6922 members 
Mstep: Class 18 contains 16932 members 
Mstep: Class 19 contains 102556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142656192.000000 Penalty: 61905.132812
Iteration 10F: 19 clusters Score -1.426562e+08 nChanged 69225
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 62972 members 
Mstep: Class 3 contains 23512 members 
Mstep: Class 4 contains 127067 members 
Mstep: Class 5 contains 23015 members 
Mstep: Class 6 contains 1598 members 
Mstep: Class 7 contains 6123 members 
Mstep: Class 8 contains 91239 members 
Mstep: Class 9 contains 177418 members 
Mstep: Class 10 contains 45277 members 
Mstep: Class 11 contains 76533 members 
Mstep: Class 12 contains 11930 members 
Mstep: Class 13 contains 148816 members 
Mstep: Class 14 contains 59579 members 
Mstep: Class 15 contains 33730 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 18 contains 16018 members 
Mstep: Class 19 contains 110375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142687168.000000 Penalty: 61905.132812
Iteration 11F: 19 clusters Score -1.426872e+08 nChanged 60484
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 63633 members 
Mstep: Class 3 contains 22733 members 
Mstep: Class 4 contains 123952 members 
Mstep: Class 5 contains 22053 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 5449 members 
Mstep: Class 8 contains 89623 members 
Mstep: Class 9 contains 168664 members 
Mstep: Class 10 contains 45021 members 
Mstep: Class 11 contains 79902 members 
Mstep: Class 12 contains 12412 members 
Mstep: Class 13 contains 146704 members 
Mstep: Class 14 contains 63300 members 
Mstep: Class 15 contains 37479 members 
Mstep: Class 16 contains 6035 members 
Mstep: Class 18 contains 15209 members 
Mstep: Class 19 contains 119986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142714704.000000 Penalty: 61905.132812
Iteration 12F: 19 clusters Score -1.427147e+08 nChanged 55987
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 63801 members 
Mstep: Class 3 contains 21904 members 
Mstep: Class 4 contains 119604 members 
Mstep: Class 5 contains 21118 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 88455 members 
Mstep: Class 9 contains 158657 members 
Mstep: Class 10 contains 45170 members 
Mstep: Class 11 contains 82633 members 
Mstep: Class 12 contains 12853 members 
Mstep: Class 13 contains 143775 members 
Mstep: Class 14 contains 67369 members 
Mstep: Class 15 contains 40461 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 18 contains 14561 members 
Mstep: Class 19 contains 132558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142737968.000000 Penalty: 61905.132812
Iteration 13F: 19 clusters Score -1.42738e+08 nChanged 56452
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 63628 members 
Mstep: Class 3 contains 21077 members 
Mstep: Class 4 contains 114629 members 
Mstep: Class 5 contains 20351 members 
Mstep: Class 6 contains 1584 members 
Mstep: Class 7 contains 4358 members 
Mstep: Class 8 contains 87947 members 
Mstep: Class 9 contains 146675 members 
Mstep: Class 10 contains 45313 members 
Mstep: Class 11 contains 84807 members 
Mstep: Class 12 contains 13146 members 
Mstep: Class 13 contains 139611 members 
Mstep: Class 14 contains 71949 members 
Mstep: Class 15 contains 42510 members 
Mstep: Class 16 contains 6510 members 
Mstep: Class 18 contains 13947 members 
Mstep: Class 19 contains 148437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142754272.000000 Penalty: 61905.132812
Iteration 14F: 19 clusters Score -1.427543e+08 nChanged 57577
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 63135 members 
Mstep: Class 3 contains 20256 members 
Mstep: Class 4 contains 109536 members 
Mstep: Class 5 contains 20105 members 
Mstep: Class 6 contains 1584 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 87941 members 
Mstep: Class 9 contains 132722 members 
Mstep: Class 10 contains 45318 members 
Mstep: Class 11 contains 86941 members 
Mstep: Class 12 contains 13429 members 
Mstep: Class 13 contains 134752 members 
Mstep: Class 14 contains 77166 members 
Mstep: Class 15 contains 44131 members 
Mstep: Class 16 contains 7023 members 
Mstep: Class 18 contains 13408 members 
Mstep: Class 19 contains 165581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142763456.000000 Penalty: 61905.132812
Iteration 15F: 19 clusters Score -1.427635e+08 nChanged 56848
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 62345 members 
Mstep: Class 3 contains 19483 members 
Mstep: Class 4 contains 104465 members 
Mstep: Class 5 contains 20563 members 
Mstep: Class 6 contains 1584 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 88085 members 
Mstep: Class 9 contains 118062 members 
Mstep: Class 10 contains 45323 members 
Mstep: Class 11 contains 89621 members 
Mstep: Class 12 contains 13725 members 
Mstep: Class 13 contains 130373 members 
Mstep: Class 14 contains 82919 members 
Mstep: Class 15 contains 45595 members 
Mstep: Class 16 contains 7642 members 
Mstep: Class 18 contains 12885 members 
Mstep: Class 19 contains 180867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142768240.000000 Penalty: 61905.132812
Iteration 16F: 19 clusters Score -1.427682e+08 nChanged 53421
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 61457 members 
Mstep: Class 3 contains 18805 members 
Mstep: Class 4 contains 99481 members 
Mstep: Class 5 contains 21449 members 
Mstep: Class 6 contains 1578 members 
Mstep: Class 7 contains 3220 members 
Mstep: Class 8 contains 87942 members 
Mstep: Class 9 contains 105753 members 
Mstep: Class 10 contains 45339 members 
Mstep: Class 11 contains 93217 members 
Mstep: Class 12 contains 13976 members 
Mstep: Class 13 contains 127394 members 
Mstep: Class 14 contains 88853 members 
Mstep: Class 15 contains 46953 members 
Mstep: Class 16 contains 8198 members 
Mstep: Class 18 contains 12401 members 
Mstep: Class 19 contains 191060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142773360.000000 Penalty: 61905.132812
Iteration 17F: 19 clusters Score -1.427734e+08 nChanged 48540
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 60560 members 
Mstep: Class 3 contains 18336 members 
Mstep: Class 4 contains 94379 members 
Mstep: Class 5 contains 22562 members 
Mstep: Class 6 contains 1577 members 
Mstep: Class 7 contains 2937 members 
Mstep: Class 8 contains 87337 members 
Mstep: Class 9 contains 97068 members 
Mstep: Class 10 contains 45302 members 
Mstep: Class 11 contains 97639 members 
Mstep: Class 12 contains 14190 members 
Mstep: Class 13 contains 125782 members 
Mstep: Class 14 contains 94729 members 
Mstep: Class 15 contains 48183 members 
Mstep: Class 16 contains 8590 members 
Mstep: Class 18 contains 11996 members 
Mstep: Class 19 contains 195807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142781328.000000 Penalty: 61905.132812
Iteration 18Q: 19 clusters Score -1.427813e+08 nChanged 43070
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 59717 members 
Mstep: Class 3 contains 18078 members 
Mstep: Class 4 contains 89272 members 
Mstep: Class 5 contains 23705 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 2703 members 
Mstep: Class 8 contains 86345 members 
Mstep: Class 9 contains 91207 members 
Mstep: Class 10 contains 45243 members 
Mstep: Class 11 contains 102212 members 
Mstep: Class 12 contains 14454 members 
Mstep: Class 13 contains 125268 members 
Mstep: Class 14 contains 100572 members 
Mstep: Class 15 contains 49188 members 
Mstep: Class 16 contains 8794 members 
Mstep: Class 18 contains 11656 members 
Mstep: Class 19 contains 196858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791056.000000 Penalty: 61905.132812
Iteration 19Q: 19 clusters Score -1.427911e+08 nChanged 38577
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 59014 members 
Mstep: Class 3 contains 18034 members 
Mstep: Class 4 contains 84324 members 
Mstep: Class 5 contains 24826 members 
Mstep: Class 6 contains 1570 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 84983 members 
Mstep: Class 9 contains 87369 members 
Mstep: Class 10 contains 45162 members 
Mstep: Class 11 contains 106677 members 
Mstep: Class 12 contains 14746 members 
Mstep: Class 13 contains 125520 members 
Mstep: Class 14 contains 106439 members 
Mstep: Class 15 contains 49857 members 
Mstep: Class 16 contains 8862 members 
Mstep: Class 18 contains 11400 members 
Mstep: Class 19 contains 195383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802416.000000 Penalty: 61905.132812
Iteration 20F: 19 clusters Score -1.428024e+08 nChanged 35036
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 58536 members 
Mstep: Class 3 contains 18050 members 
Mstep: Class 4 contains 79634 members 
Mstep: Class 5 contains 25844 members 
Mstep: Class 6 contains 1571 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 83389 members 
Mstep: Class 9 contains 85063 members 
Mstep: Class 10 contains 45035 members 
Mstep: Class 11 contains 110828 members 
Mstep: Class 12 contains 15007 members 
Mstep: Class 13 contains 126159 members 
Mstep: Class 14 contains 112231 members 
Mstep: Class 15 contains 50317 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 18 contains 11176 members 
Mstep: Class 19 contains 192533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142813088.000000 Penalty: 61905.132812
Iteration 21Q: 19 clusters Score -1.428131e+08 nChanged 32409
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 58203 members 
Mstep: Class 3 contains 18165 members 
Mstep: Class 4 contains 75288 members 
Mstep: Class 5 contains 26796 members 
Mstep: Class 6 contains 1569 members 
Mstep: Class 7 contains 2088 members 
Mstep: Class 8 contains 81763 members 
Mstep: Class 9 contains 83508 members 
Mstep: Class 10 contains 44893 members 
Mstep: Class 11 contains 114800 members 
Mstep: Class 12 contains 15282 members 
Mstep: Class 13 contains 126966 members 
Mstep: Class 14 contains 118120 members 
Mstep: Class 15 contains 50501 members 
Mstep: Class 16 contains 8672 members 
Mstep: Class 18 contains 11003 members 
Mstep: Class 19 contains 188621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142821040.000000 Penalty: 61905.132812
Iteration 22Q: 19 clusters Score -1.42821e+08 nChanged 30624
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 57979 members 
Mstep: Class 3 contains 18341 members 
Mstep: Class 4 contains 71435 members 
Mstep: Class 5 contains 27739 members 
Mstep: Class 6 contains 1566 members 
Mstep: Class 7 contains 1949 members 
Mstep: Class 8 contains 80052 members 
Mstep: Class 9 contains 82216 members 
Mstep: Class 10 contains 44785 members 
Mstep: Class 11 contains 118613 members 
Mstep: Class 12 contains 15513 members 
Mstep: Class 13 contains 127645 members 
Mstep: Class 14 contains 124529 members 
Mstep: Class 15 contains 50496 members 
Mstep: Class 16 contains 8519 members 
Mstep: Class 18 contains 10877 members 
Mstep: Class 19 contains 183708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142829696.000000 Penalty: 61905.132812
Iteration 23Q: 19 clusters Score -1.428297e+08 nChanged 30177
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 57948 members 
Mstep: Class 3 contains 18517 members 
Mstep: Class 4 contains 67909 members 
Mstep: Class 5 contains 28661 members 
Mstep: Class 6 contains 1562 members 
Mstep: Class 7 contains 1852 members 
Mstep: Class 8 contains 78398 members 
Mstep: Class 9 contains 80983 members 
Mstep: Class 10 contains 44671 members 
Mstep: Class 11 contains 122504 members 
Mstep: Class 12 contains 15790 members 
Mstep: Class 13 contains 128295 members 
Mstep: Class 14 contains 131622 members 
Mstep: Class 15 contains 50453 members 
Mstep: Class 16 contains 8369 members 
Mstep: Class 18 contains 10854 members 
Mstep: Class 19 contains 177305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142836592.000000 Penalty: 61905.132812
Iteration 24Q: 19 clusters Score -1.428366e+08 nChanged 29346
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 58045 members 
Mstep: Class 3 contains 18733 members 
Mstep: Class 4 contains 64733 members 
Mstep: Class 5 contains 29505 members 
Mstep: Class 6 contains 1559 members 
Mstep: Class 7 contains 1760 members 
Mstep: Class 8 contains 76901 members 
Mstep: Class 9 contains 79746 members 
Mstep: Class 10 contains 44597 members 
Mstep: Class 11 contains 126321 members 
Mstep: Class 12 contains 16064 members 
Mstep: Class 13 contains 128831 members 
Mstep: Class 14 contains 138955 members 
Mstep: Class 15 contains 50280 members 
Mstep: Class 16 contains 8268 members 
Mstep: Class 18 contains 10859 members 
Mstep: Class 19 contains 170312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142843600.000000 Penalty: 61905.132812
Iteration 25Q: 19 clusters Score -1.428436e+08 nChanged 28261
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 58211 members 
Mstep: Class 3 contains 18952 members 
Mstep: Class 4 contains 61993 members 
Mstep: Class 5 contains 30352 members 
Mstep: Class 6 contains 1559 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 75425 members 
Mstep: Class 9 contains 78618 members 
Mstep: Class 10 contains 44572 members 
Mstep: Class 11 contains 130102 members 
Mstep: Class 12 contains 16314 members 
Mstep: Class 13 contains 129354 members 
Mstep: Class 14 contains 145994 members 
Mstep: Class 15 contains 50083 members 
Mstep: Class 16 contains 8112 members 
Mstep: Class 18 contains 10868 members 
Mstep: Class 19 contains 163054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142848112.000000 Penalty: 61905.132812
Iteration 26Q: 19 clusters Score -1.428481e+08 nChanged 26581
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 58450 members 
Mstep: Class 3 contains 19159 members 
Mstep: Class 4 contains 59566 members 
Mstep: Class 5 contains 31023 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 1637 members 
Mstep: Class 8 contains 74232 members 
Mstep: Class 9 contains 77581 members 
Mstep: Class 10 contains 44528 members 
Mstep: Class 11 contains 133662 members 
Mstep: Class 12 contains 16521 members 
Mstep: Class 13 contains 129916 members 
Mstep: Class 14 contains 152462 members 
Mstep: Class 15 contains 49826 members 
Mstep: Class 16 contains 7966 members 
Mstep: Class 18 contains 10856 members 
Mstep: Class 19 contains 156128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142851072.000000 Penalty: 61905.132812
Iteration 27Q: 19 clusters Score -1.428511e+08 nChanged 24907
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 58706 members 
Mstep: Class 3 contains 19404 members 
Mstep: Class 4 contains 57442 members 
Mstep: Class 5 contains 31641 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 1556 members 
Mstep: Class 8 contains 73101 members 
Mstep: Class 9 contains 76709 members 
Mstep: Class 10 contains 44500 members 
Mstep: Class 11 contains 137129 members 
Mstep: Class 12 contains 16661 members 
Mstep: Class 13 contains 130691 members 
Mstep: Class 14 contains 157967 members 
Mstep: Class 15 contains 49614 members 
Mstep: Class 16 contains 7833 members 
Mstep: Class 18 contains 10785 members 
Mstep: Class 19 contains 149631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142855792.000000 Penalty: 61905.132812
Iteration 28Q: 19 clusters Score -1.428558e+08 nChanged 22822
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 58965 members 
Mstep: Class 3 contains 19685 members 
Mstep: Class 4 contains 55604 members 
Mstep: Class 5 contains 32181 members 
Mstep: Class 6 contains 1556 members 
Mstep: Class 7 contains 1500 members 
Mstep: Class 8 contains 72184 members 
Mstep: Class 9 contains 76087 members 
Mstep: Class 10 contains 44481 members 
Mstep: Class 11 contains 140216 members 
Mstep: Class 12 contains 16777 members 
Mstep: Class 13 contains 131563 members 
Mstep: Class 14 contains 162414 members 
Mstep: Class 15 contains 49405 members 
Mstep: Class 16 contains 7664 members 
Mstep: Class 18 contains 10694 members 
Mstep: Class 19 contains 143824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142856400.000000 Penalty: 61905.132812
Iteration 29Q: 19 clusters Score -1.428564e+08 nChanged 20404
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 59178 members 
Mstep: Class 3 contains 19994 members 
Mstep: Class 4 contains 53963 members 
Mstep: Class 5 contains 32759 members 
Mstep: Class 6 contains 1554 members 
Mstep: Class 7 contains 1454 members 
Mstep: Class 8 contains 71373 members 
Mstep: Class 9 contains 75685 members 
Mstep: Class 10 contains 44441 members 
Mstep: Class 11 contains 142791 members 
Mstep: Class 12 contains 16859 members 
Mstep: Class 13 contains 132562 members 
Mstep: Class 14 contains 165609 members 
Mstep: Class 15 contains 49260 members 
Mstep: Class 16 contains 7555 members 
Mstep: Class 18 contains 10589 members 
Mstep: Class 19 contains 139079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142857088.000000 Penalty: 61905.132812
Iteration 30Q: 19 clusters Score -1.428571e+08 nChanged 18431
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 59351 members 
Mstep: Class 3 contains 20277 members 
Mstep: Class 4 contains 52452 members 
Mstep: Class 5 contains 33280 members 
Mstep: Class 6 contains 1552 members 
Mstep: Class 7 contains 1418 members 
Mstep: Class 8 contains 70709 members 
Mstep: Class 9 contains 75437 members 
Mstep: Class 10 contains 44436 members 
Mstep: Class 11 contains 144969 members 
Mstep: Class 12 contains 16895 members 
Mstep: Class 13 contains 133659 members 
Mstep: Class 14 contains 167691 members 
Mstep: Class 15 contains 49170 members 
Mstep: Class 16 contains 7475 members 
Mstep: Class 18 contains 10474 members 
Mstep: Class 19 contains 135390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142858544.000000 Penalty: 61905.132812
Iteration 31Q: 19 clusters Score -1.428585e+08 nChanged 16453
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 59451 members 
Mstep: Class 3 contains 20549 members 
Mstep: Class 4 contains 51116 members 
Mstep: Class 5 contains 33707 members 
Mstep: Class 6 contains 1552 members 
Mstep: Class 7 contains 1395 members 
Mstep: Class 8 contains 70117 members 
Mstep: Class 9 contains 75291 members 
Mstep: Class 10 contains 44454 members 
Mstep: Class 11 contains 146607 members 
Mstep: Class 12 contains 16903 members 
Mstep: Class 13 contains 135011 members 
Mstep: Class 14 contains 168784 members 
Mstep: Class 15 contains 49090 members 
Mstep: Class 16 contains 7408 members 
Mstep: Class 18 contains 10379 members 
Mstep: Class 19 contains 132795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142859120.000000 Penalty: 61905.132812
Iteration 32Q: 19 clusters Score -1.428591e+08 nChanged 14597
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 59486 members 
Mstep: Class 3 contains 20826 members 
Mstep: Class 4 contains 49987 members 
Mstep: Class 5 contains 34098 members 
Mstep: Class 6 contains 1553 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 69586 members 
Mstep: Class 9 contains 75225 members 
Mstep: Class 10 contains 44451 members 
Mstep: Class 11 contains 147852 members 
Mstep: Class 12 contains 16879 members 
Mstep: Class 13 contains 136309 members 
Mstep: Class 14 contains 169112 members 
Mstep: Class 15 contains 49039 members 
Mstep: Class 16 contains 7363 members 
Mstep: Class 18 contains 10283 members 
Mstep: Class 19 contains 131161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142859760.000000 Penalty: 61905.132812
Iteration 33Q: 19 clusters Score -1.428598e+08 nChanged 13198
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 59510 members 
Mstep: Class 3 contains 21060 members 
Mstep: Class 4 contains 48975 members 
Mstep: Class 5 contains 34396 members 
Mstep: Class 6 contains 1551 members 
Mstep: Class 7 contains 1359 members 
Mstep: Class 8 contains 69169 members 
Mstep: Class 9 contains 75165 members 
Mstep: Class 10 contains 44433 members 
Mstep: Class 11 contains 148619 members 
Mstep: Class 12 contains 16853 members 
Mstep: Class 13 contains 137680 members 
Mstep: Class 14 contains 168901 members 
Mstep: Class 15 contains 48992 members 
Mstep: Class 16 contains 7327 members 
Mstep: Class 18 contains 10209 members 
Mstep: Class 19 contains 130373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142861072.000000 Penalty: 61905.132812
Iteration 34Q: 19 clusters Score -1.428611e+08 nChanged 11838
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 59526 members 
Mstep: Class 3 contains 21279 members 
Mstep: Class 4 contains 48085 members 
Mstep: Class 5 contains 34601 members 
Mstep: Class 6 contains 1551 members 
Mstep: Class 7 contains 1340 members 
Mstep: Class 8 contains 68822 members 
Mstep: Class 9 contains 75099 members 
Mstep: Class 10 contains 44440 members 
Mstep: Class 11 contains 148965 members 
Mstep: Class 12 contains 16796 members 
Mstep: Class 13 contains 139089 members 
Mstep: Class 14 contains 168410 members 
Mstep: Class 15 contains 48974 members 
Mstep: Class 16 contains 7309 members 
Mstep: Class 18 contains 10135 members 
Mstep: Class 19 contains 130158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142862000.000000 Penalty: 61905.132812
Iteration 35Q: 19 clusters Score -1.42862e+08 nChanged 10967
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 59540 members 
Mstep: Class 3 contains 21488 members 
Mstep: Class 4 contains 47228 members 
Mstep: Class 5 contains 34749 members 
Mstep: Class 6 contains 1551 members 
Mstep: Class 7 contains 1333 members 
Mstep: Class 8 contains 68517 members 
Mstep: Class 9 contains 75032 members 
Mstep: Class 10 contains 44439 members 
Mstep: Class 11 contains 148962 members 
Mstep: Class 12 contains 16732 members 
Mstep: Class 13 contains 140615 members 
Mstep: Class 14 contains 167542 members 
Mstep: Class 15 contains 48957 members 
Mstep: Class 16 contains 7297 members 
Mstep: Class 18 contains 10052 members 
Mstep: Class 19 contains 130556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142863056.000000 Penalty: 61905.132812
Iteration 36Q: 19 clusters Score -1.428631e+08 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 59488 members 
Mstep: Class 3 contains 21676 members 
Mstep: Class 4 contains 46511 members 
Mstep: Class 5 contains 34911 members 
Mstep: Class 6 contains 1550 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 68261 members 
Mstep: Class 9 contains 74988 members 
Mstep: Class 10 contains 44455 members 
Mstep: Class 11 contains 148627 members 
Mstep: Class 12 contains 16638 members 
Mstep: Class 13 contains 142047 members 
Mstep: Class 14 contains 166560 members 
Mstep: Class 15 contains 48937 members 
Mstep: Class 16 contains 7294 members 
Mstep: Class 18 contains 9987 members 
Mstep: Class 19 contains 131369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142864816.000000 Penalty: 61905.132812
Iteration 37Q: 19 clusters Score -1.428648e+08 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 59444 members 
Mstep: Class 3 contains 21879 members 
Mstep: Class 4 contains 45880 members 
Mstep: Class 5 contains 35097 members 
Mstep: Class 6 contains 1549 members 
Mstep: Class 7 contains 1314 members 
Mstep: Class 8 contains 68044 members 
Mstep: Class 9 contains 74968 members 
Mstep: Class 10 contains 44469 members 
Mstep: Class 11 contains 148002 members 
Mstep: Class 12 contains 16554 members 
Mstep: Class 13 contains 143412 members 
Mstep: Class 14 contains 165538 members 
Mstep: Class 15 contains 48903 members 
Mstep: Class 16 contains 7298 members 
Mstep: Class 18 contains 9935 members 
Mstep: Class 19 contains 132372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142866688.000000 Penalty: 61905.132812
Iteration 38Q: 19 clusters Score -1.428667e+08 nChanged 8639
Entering ConstructFrom: 
Score: -142866688.000000 Penalty: 61905.132812
Entering ConstructFrom: 
Trying to split cluster 1 (28765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Entering Unmasked Estep 
Score: -3871268.250000 Penalty: 2546.194824
	Iteration 0F: 2 clusters Score -3871268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3851444.250000 Penalty: 5092.389648
	Iteration 0F: 3 clusters Score -3851444 nChanged 12931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -3858784.000000 Penalty: 5092.389648
	Iteration 1F: 3 clusters Score -3858784 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -3859919.500000 Penalty: 5092.389648
	Iteration 2F: 3 clusters Score -3859920 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -3861646.500000 Penalty: 5092.389648
	Iteration 3F: 3 clusters Score -3861646 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -3863924.500000 Penalty: 5092.389648
	Iteration 4F: 3 clusters Score -3863924 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -3866528.000000 Penalty: 5092.389648
	Iteration 5F: 3 clusters Score -3866528 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -3868612.250000 Penalty: 5092.389648
	Iteration 6F: 3 clusters Score -3868612 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -3869930.750000 Penalty: 5092.389648
	Iteration 7F: 3 clusters Score -3869931 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3870674.500000 Penalty: 5092.389648
	Iteration 8Q: 3 clusters Score -3870674 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -3871159.500000 Penalty: 5092.389648
	Iteration 9Q: 3 clusters Score -3871160 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -3871476.250000 Penalty: 5092.389648
	Iteration 10Q: 3 clusters Score -3871476 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -3871766.000000 Penalty: 5092.389648
	Iteration 11Q: 3 clusters Score -3871766 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -3872015.500000 Penalty: 5092.389648
	Iteration 12Q: 3 clusters Score -3872016 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -3872281.000000 Penalty: 5092.389648
	Iteration 13Q: 3 clusters Score -3872281 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -3872469.000000 Penalty: 5092.389648
	Iteration 14Q: 3 clusters Score -3872469 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -3872624.000000 Penalty: 5092.389648
	Iteration 15Q: 3 clusters Score -3872624 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -3872768.750000 Penalty: 5092.389648
	Iteration 16Q: 3 clusters Score -3872769 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -3872861.750000 Penalty: 5092.389648
	Iteration 17Q: 3 clusters Score -3872862 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -3872960.000000 Penalty: 5092.389648
	Iteration 18Q: 3 clusters Score -3872960 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -3873017.500000 Penalty: 5092.389648
	Iteration 19Q: 3 clusters Score -3873018 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -3873114.000000 Penalty: 5092.389648
	Iteration 20F: 3 clusters Score -3873114 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -3873239.000000 Penalty: 5092.389648
	Iteration 21Q: 3 clusters Score -3873239 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -3873394.750000 Penalty: 5092.389648
	Iteration 22Q: 3 clusters Score -3873395 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -3873653.750000 Penalty: 5092.389648
	Iteration 23Q: 3 clusters Score -3873654 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -3874099.000000 Penalty: 5092.389648
	Iteration 24Q: 3 clusters Score -3874099 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -3874606.750000 Penalty: 5092.389648
	Iteration 25Q: 3 clusters Score -3874607 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -3874845.000000 Penalty: 5092.389648
	Iteration 26Q: 3 clusters Score -3874845 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -3874989.250000 Penalty: 5092.389648
	Iteration 27Q: 3 clusters Score -3874989 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -3875099.250000 Penalty: 5092.389648
	Iteration 28Q: 3 clusters Score -3875099 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -3875155.250000 Penalty: 5092.389648
	Iteration 29Q: 3 clusters Score -3875155 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -3875198.250000 Penalty: 5092.389648
	Iteration 30Q: 3 clusters Score -3875198 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -3875231.250000 Penalty: 5092.389648
	Iteration 31Q: 3 clusters Score -3875231 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -3875276.750000 Penalty: 5092.389648
	Iteration 32Q: 3 clusters Score -3875277 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3875308.750000 Penalty: 5092.389648
	Iteration 33Q: 3 clusters Score -3875309 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -3875351.750000 Penalty: 5092.389648
	Iteration 34Q: 3 clusters Score -3875352 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -3875367.000000 Penalty: 5092.389648
	Iteration 35Q: 3 clusters Score -3875367 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -3875386.000000 Penalty: 5092.389648
	Iteration 36Q: 3 clusters Score -3875386 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -3875411.250000 Penalty: 5092.389648
	Iteration 37Q: 3 clusters Score -3875411 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -3875429.750000 Penalty: 5092.389648
	Iteration 38Q: 3 clusters Score -3875430 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -3875436.500000 Penalty: 5092.389648
	Iteration 39Q: 3 clusters Score -3875436 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -3875445.000000 Penalty: 5092.389648
	Iteration 40F: 3 clusters Score -3875445 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -3875456.500000 Penalty: 5092.389648
	Iteration 41Q: 3 clusters Score -3875456 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -3875459.750000 Penalty: 5092.389648
	Iteration 42Q: 3 clusters Score -3875460 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -3875466.750000 Penalty: 5092.389648
	Iteration 43Q: 3 clusters Score -3875467 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -3875476.000000 Penalty: 5092.389648
	Iteration 44Q: 3 clusters Score -3875476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -3875481.750000 Penalty: 5092.389648
	Iteration 45Q: 3 clusters Score -3875482 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -3875483.250000 Penalty: 5092.389648
	Iteration 46Q: 3 clusters Score -3875483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -3875488.500000 Penalty: 5092.389648
	Iteration 47Q: 3 clusters Score -3875488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -3875489.750000 Penalty: 5092.389648
	Iteration 48Q: 3 clusters Score -3875490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -3875492.250000 Penalty: 5092.389648
	Iteration 49Q: 3 clusters Score -3875492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -3875501.500000 Penalty: 5092.389648
	Iteration 50Q: 3 clusters Score -3875502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -3875503.750000 Penalty: 5092.389648
	Iteration 51Q: 3 clusters Score -3875504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -3875498.750000 Penalty: 5092.389648
	Iteration 52Q: 3 clusters Score -3875499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -3875496.250000 Penalty: 5092.389648
	Iteration 53Q: 3 clusters Score -3875496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -3875494.500000 Penalty: 5092.389648
	Iteration 54Q: 3 clusters Score -3875494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -3875500.500000 Penalty: 5092.389648
	Iteration 55Q: 3 clusters Score -3875500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -3875500.250000 Penalty: 5092.389648
	Iteration 56Q: 3 clusters Score -3875500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -3875495.000000 Penalty: 5092.389648
	Iteration 57Q: 3 clusters Score -3875495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -3875495.250000 Penalty: 5092.389648
	Iteration 58Q: 3 clusters Score -3875495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -3875492.250000 Penalty: 5092.389648
	Iteration 59Q: 3 clusters Score -3875492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -3875492.500000 Penalty: 5092.389648
	Iteration 60F: 3 clusters Score -3875492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -3875493.250000 Penalty: 5092.389648
	Iteration 61Q: 3 clusters Score -3875493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -3875492.750000 Penalty: 5092.389648
	Iteration 62Q: 3 clusters Score -3875493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -3875495.500000 Penalty: 5092.389648
	Iteration 63Q: 3 clusters Score -3875496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -3875492.000000 Penalty: 5092.389648
	Iteration 64Q: 3 clusters Score -3875492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -3875497.000000 Penalty: 5092.389648
	Iteration 65Q: 3 clusters Score -3875497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -3875497.750000 Penalty: 5092.389648
	Iteration 66Q: 3 clusters Score -3875498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -3875496.250000 Penalty: 5092.389648
	Iteration 67Q: 3 clusters Score -3875496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -3875490.750000 Penalty: 5092.389648
	Iteration 68Q: 3 clusters Score -3875491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -3875499.000000 Penalty: 5092.389648
	Iteration 69Q: 3 clusters Score -3875499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -3875497.000000 Penalty: 5092.389648
	Iteration 70Q: 3 clusters Score -3875497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -3875498.250000 Penalty: 5092.389648
	Iteration 71Q: 3 clusters Score -3875498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -3875494.000000 Penalty: 5092.389648
	Iteration 72Q: 3 clusters Score -3875494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -3875493.750000 Penalty: 5092.389648
	Iteration 73Q: 3 clusters Score -3875494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -3875494.500000 Penalty: 5092.389648
	Iteration 74Q: 3 clusters Score -3875494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -3875492.500000 Penalty: 5092.389648
	Iteration 75Q: 3 clusters Score -3875492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -3875492.500000 Penalty: 5092.389648
	Iteration 76F: 3 clusters Score -3875492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 59415 members 
Mstep: Class 3 contains 22072 members 
Mstep: Class 4 contains 45338 members 
Mstep: Class 5 contains 35337 members 
Mstep: Class 6 contains 1547 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 67915 members 
Mstep: Class 9 contains 74892 members 
Mstep: Class 10 contains 44476 members 
Mstep: Class 11 contains 147211 members 
Mstep: Class 12 contains 16435 members 
Mstep: Class 13 contains 144688 members 
Mstep: Class 14 contains 164578 members 
Mstep: Class 15 contains 48871 members 
Mstep: Class 16 contains 7292 members 
Mstep: Class 17 contains 11603 members 
Mstep: Class 18 contains 9890 members 
Mstep: Class 19 contains 133473 members 
Entering Unmasked Estep 
Score: -142870480.000000 Penalty: 65344.308594
Splitting cluster 1 changes total score from -142866688.000000 to -142870480.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 2 (59415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59415 members 
Entering Unmasked Estep 
Score: -8152284.000000 Penalty: 2726.090820
	Iteration 0F: 2 clusters Score -8152284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -8112511.500000 Penalty: 5452.181641
	Iteration 0F: 3 clusters Score -8112512 nChanged 27660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -8128070.500000 Penalty: 5452.181641
	Iteration 1F: 3 clusters Score -8128070 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -8128779.000000 Penalty: 5452.181641
	Iteration 2Q: 3 clusters Score -8128779 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -8129695.000000 Penalty: 5452.181641
	Iteration 3Q: 3 clusters Score -8129695 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -8130851.000000 Penalty: 5452.181641
	Iteration 4Q: 3 clusters Score -8130851 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -8132466.500000 Penalty: 5452.181641
	Iteration 5F: 3 clusters Score -8132466 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -8134539.000000 Penalty: 5452.181641
	Iteration 6F: 3 clusters Score -8134539 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -8137010.000000 Penalty: 5452.181641
	Iteration 7F: 3 clusters Score -8137010 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -8139467.000000 Penalty: 5452.181641
	Iteration 8F: 3 clusters Score -8139467 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -8141589.500000 Penalty: 5452.181641
	Iteration 9F: 3 clusters Score -8141590 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -8143602.000000 Penalty: 5452.181641
	Iteration 10F: 3 clusters Score -8143602 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -8145342.500000 Penalty: 5452.181641
	Iteration 11Q: 3 clusters Score -8145342 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -8146834.000000 Penalty: 5452.181641
	Iteration 12Q: 3 clusters Score -8146834 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -8148004.000000 Penalty: 5452.181641
	Iteration 13Q: 3 clusters Score -8148004 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -8148868.500000 Penalty: 5452.181641
	Iteration 14Q: 3 clusters Score -8148868 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48000 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -8149681.000000 Penalty: 5452.181641
	Iteration 15Q: 3 clusters Score -8149681 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -8150367.000000 Penalty: 5452.181641
	Iteration 16Q: 3 clusters Score -8150367 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -8150839.000000 Penalty: 5452.181641
	Iteration 17Q: 3 clusters Score -8150839 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -8151151.000000 Penalty: 5452.181641
	Iteration 18Q: 3 clusters Score -8151151 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -8151404.000000 Penalty: 5452.181641
	Iteration 19Q: 3 clusters Score -8151404 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -8151533.000000 Penalty: 5452.181641
	Iteration 20F: 3 clusters Score -8151533 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -8151604.500000 Penalty: 5452.181641
	Iteration 21Q: 3 clusters Score -8151604 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51394 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -8151658.500000 Penalty: 5452.181641
	Iteration 22Q: 3 clusters Score -8151658 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -8151700.000000 Penalty: 5452.181641
	Iteration 23Q: 3 clusters Score -8151700 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51728 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -8151715.500000 Penalty: 5452.181641
	Iteration 24Q: 3 clusters Score -8151716 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51858 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -8151757.000000 Penalty: 5452.181641
	Iteration 25Q: 3 clusters Score -8151757 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51971 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -8151779.500000 Penalty: 5452.181641
	Iteration 26Q: 3 clusters Score -8151780 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -8151773.500000 Penalty: 5452.181641
	Iteration 27Q: 3 clusters Score -8151774 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -8151788.000000 Penalty: 5452.181641
	Iteration 28Q: 3 clusters Score -8151788 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -8151808.500000 Penalty: 5452.181641
	Iteration 29Q: 3 clusters Score -8151808 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -8151813.000000 Penalty: 5452.181641
	Iteration 30Q: 3 clusters Score -8151813 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -8151804.000000 Penalty: 5452.181641
	Iteration 31Q: 3 clusters Score -8151804 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -8151811.500000 Penalty: 5452.181641
	Iteration 32Q: 3 clusters Score -8151812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52475 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -8151807.500000 Penalty: 5452.181641
	Iteration 33Q: 3 clusters Score -8151808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -8151822.000000 Penalty: 5452.181641
	Iteration 34Q: 3 clusters Score -8151822 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -8151820.500000 Penalty: 5452.181641
	Iteration 35Q: 3 clusters Score -8151820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -8151836.500000 Penalty: 5452.181641
	Iteration 36Q: 3 clusters Score -8151836 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -8151842.500000 Penalty: 5452.181641
	Iteration 37Q: 3 clusters Score -8151842 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52684 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -8151852.500000 Penalty: 5452.181641
	Iteration 38Q: 3 clusters Score -8151852 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52731 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -8151851.000000 Penalty: 5452.181641
	Iteration 39Q: 3 clusters Score -8151851 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -8151878.000000 Penalty: 5452.181641
	Iteration 40F: 3 clusters Score -8151878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52811 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -8151869.500000 Penalty: 5452.181641
	Iteration 41Q: 3 clusters Score -8151870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52834 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -8151875.500000 Penalty: 5452.181641
	Iteration 42Q: 3 clusters Score -8151876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -8151884.000000 Penalty: 5452.181641
	Iteration 43Q: 3 clusters Score -8151884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -8151892.000000 Penalty: 5452.181641
	Iteration 44Q: 3 clusters Score -8151892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -8151895.500000 Penalty: 5452.181641
	Iteration 45Q: 3 clusters Score -8151896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52894 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -8151889.500000 Penalty: 5452.181641
	Iteration 46Q: 3 clusters Score -8151890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -8151887.000000 Penalty: 5452.181641
	Iteration 47Q: 3 clusters Score -8151887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52923 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -8151894.000000 Penalty: 5452.181641
	Iteration 48Q: 3 clusters Score -8151894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -8151887.500000 Penalty: 5452.181641
	Iteration 49Q: 3 clusters Score -8151888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52946 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -8151891.500000 Penalty: 5452.181641
	Iteration 50Q: 3 clusters Score -8151892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52958 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -8151886.000000 Penalty: 5452.181641
	Iteration 51Q: 3 clusters Score -8151886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -8151885.500000 Penalty: 5452.181641
	Iteration 52Q: 3 clusters Score -8151886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52970 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -8151888.500000 Penalty: 5452.181641
	Iteration 53Q: 3 clusters Score -8151888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -8151889.500000 Penalty: 5452.181641
	Iteration 54Q: 3 clusters Score -8151890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52974 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -8151890.500000 Penalty: 5452.181641
	Iteration 55Q: 3 clusters Score -8151890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52976 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -8151893.000000 Penalty: 5452.181641
	Iteration 56Q: 3 clusters Score -8151893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -8151897.500000 Penalty: 5452.181641
	Iteration 57Q: 3 clusters Score -8151898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -8151894.500000 Penalty: 5452.181641
	Iteration 58Q: 3 clusters Score -8151894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -8151882.000000 Penalty: 5452.181641
	Iteration 59Q: 3 clusters Score -8151882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -8151884.500000 Penalty: 5452.181641
	Iteration 60F: 3 clusters Score -8151884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Entering Unmasked Estep 
Score: -2910189.500000 Penalty: 2480.511963
	Iteration 0F: 2 clusters Score -2910190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2894795.000000 Penalty: 4961.023926
	Iteration 0F: 3 clusters Score -2894795 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2900506.750000 Penalty: 4961.023926
	Iteration 1F: 3 clusters Score -2900507 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2902013.250000 Penalty: 4961.023926
	Iteration 2F: 3 clusters Score -2902013 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2903920.750000 Penalty: 4961.023926
	Iteration 3F: 3 clusters Score -2903921 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2905786.250000 Penalty: 4961.023926
	Iteration 4F: 3 clusters Score -2905786 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2907156.500000 Penalty: 4961.023926
	Iteration 5F: 3 clusters Score -2907156 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2908173.750000 Penalty: 4961.023926
	Iteration 6F: 3 clusters Score -2908174 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2908898.750000 Penalty: 4961.023926
	Iteration 7F: 3 clusters Score -2908899 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2909372.500000 Penalty: 4961.023926
	Iteration 8Q: 3 clusters Score -2909372 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2909658.500000 Penalty: 4961.023926
	Iteration 9Q: 3 clusters Score -2909658 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2909852.750000 Penalty: 4961.023926
	Iteration 10Q: 3 clusters Score -2909853 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2909981.750000 Penalty: 4961.023926
	Iteration 11Q: 3 clusters Score -2909982 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2910089.250000 Penalty: 4961.023926
	Iteration 12Q: 3 clusters Score -2910089 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2910201.000000 Penalty: 4961.023926
	Iteration 13Q: 3 clusters Score -2910201 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2910311.750000 Penalty: 4961.023926
	Iteration 14Q: 3 clusters Score -2910312 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2910421.250000 Penalty: 4961.023926
	Iteration 15Q: 3 clusters Score -2910421 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2910495.250000 Penalty: 4961.023926
	Iteration 16Q: 3 clusters Score -2910495 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2910547.500000 Penalty: 4961.023926
	Iteration 17Q: 3 clusters Score -2910548 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2910621.250000 Penalty: 4961.023926
	Iteration 18Q: 3 clusters Score -2910621 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2910670.750000 Penalty: 4961.023926
	Iteration 19Q: 3 clusters Score -2910671 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2910699.000000 Penalty: 4961.023926
	Iteration 20F: 3 clusters Score -2910699 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2910733.250000 Penalty: 4961.023926
	Iteration 21Q: 3 clusters Score -2910733 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2910767.000000 Penalty: 4961.023926
	Iteration 22Q: 3 clusters Score -2910767 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2910803.000000 Penalty: 4961.023926
	Iteration 23Q: 3 clusters Score -2910803 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2910843.250000 Penalty: 4961.023926
	Iteration 24Q: 3 clusters Score -2910843 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2910869.500000 Penalty: 4961.023926
	Iteration 25Q: 3 clusters Score -2910870 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2910885.250000 Penalty: 4961.023926
	Iteration 26Q: 3 clusters Score -2910885 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2910904.000000 Penalty: 4961.023926
	Iteration 27Q: 3 clusters Score -2910904 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2910921.250000 Penalty: 4961.023926
	Iteration 28Q: 3 clusters Score -2910921 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2910945.250000 Penalty: 4961.023926
	Iteration 29Q: 3 clusters Score -2910945 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2910969.250000 Penalty: 4961.023926
	Iteration 30Q: 3 clusters Score -2910969 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2910989.000000 Penalty: 4961.023926
	Iteration 31Q: 3 clusters Score -2910989 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2911010.500000 Penalty: 4961.023926
	Iteration 32Q: 3 clusters Score -2911010 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2911032.500000 Penalty: 4961.023926
	Iteration 33Q: 3 clusters Score -2911032 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2911069.750000 Penalty: 4961.023926
	Iteration 34Q: 3 clusters Score -2911070 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2911113.500000 Penalty: 4961.023926
	Iteration 35Q: 3 clusters Score -2911114 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2911178.750000 Penalty: 4961.023926
	Iteration 36Q: 3 clusters Score -2911179 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2911246.750000 Penalty: 4961.023926
	Iteration 37Q: 3 clusters Score -2911247 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2911324.250000 Penalty: 4961.023926
	Iteration 38Q: 3 clusters Score -2911324 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2911394.500000 Penalty: 4961.023926
	Iteration 39Q: 3 clusters Score -2911394 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2911506.000000 Penalty: 4961.023926
	Iteration 40F: 3 clusters Score -2911506 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2911609.250000 Penalty: 4961.023926
	Iteration 41Q: 3 clusters Score -2911609 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2911674.750000 Penalty: 4961.023926
	Iteration 42Q: 3 clusters Score -2911675 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2911736.500000 Penalty: 4961.023926
	Iteration 43Q: 3 clusters Score -2911736 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2911783.500000 Penalty: 4961.023926
	Iteration 44Q: 3 clusters Score -2911784 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2911820.250000 Penalty: 4961.023926
	Iteration 45Q: 3 clusters Score -2911820 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2911852.250000 Penalty: 4961.023926
	Iteration 46Q: 3 clusters Score -2911852 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2911863.000000 Penalty: 4961.023926
	Iteration 47Q: 3 clusters Score -2911863 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2911872.750000 Penalty: 4961.023926
	Iteration 48Q: 3 clusters Score -2911873 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2911882.500000 Penalty: 4961.023926
	Iteration 49Q: 3 clusters Score -2911882 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2911889.000000 Penalty: 4961.023926
	Iteration 50Q: 3 clusters Score -2911889 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2911888.250000 Penalty: 4961.023926
	Iteration 51Q: 3 clusters Score -2911888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2911888.000000 Penalty: 4961.023926
	Iteration 52Q: 3 clusters Score -2911888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2911907.500000 Penalty: 4961.023926
	Iteration 53Q: 3 clusters Score -2911908 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2911913.500000 Penalty: 4961.023926
	Iteration 54Q: 3 clusters Score -2911914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2911916.750000 Penalty: 4961.023926
	Iteration 55Q: 3 clusters Score -2911917 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2911925.250000 Penalty: 4961.023926
	Iteration 56Q: 3 clusters Score -2911925 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2911930.750000 Penalty: 4961.023926
	Iteration 57Q: 3 clusters Score -2911931 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2911931.250000 Penalty: 4961.023926
	Iteration 58Q: 3 clusters Score -2911931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2911929.250000 Penalty: 4961.023926
	Iteration 59Q: 3 clusters Score -2911929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2911935.000000 Penalty: 4961.023926
	Iteration 60F: 3 clusters Score -2911935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2911936.500000 Penalty: 4961.023926
	Iteration 61Q: 3 clusters Score -2911936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2911938.000000 Penalty: 4961.023926
	Iteration 62Q: 3 clusters Score -2911938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2911937.000000 Penalty: 4961.023926
	Iteration 63Q: 3 clusters Score -2911937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2911937.250000 Penalty: 4961.023926
	Iteration 64Q: 3 clusters Score -2911937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2911937.250000 Penalty: 4961.023926
	Iteration 65F: 3 clusters Score -2911937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 59415 members 
Mstep: Class 3 contains 12284 members 
Mstep: Class 4 contains 45338 members 
Mstep: Class 5 contains 35337 members 
Mstep: Class 6 contains 1547 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 67915 members 
Mstep: Class 9 contains 74892 members 
Mstep: Class 10 contains 44476 members 
Mstep: Class 11 contains 147211 members 
Mstep: Class 12 contains 16435 members 
Mstep: Class 13 contains 144688 members 
Mstep: Class 14 contains 164578 members 
Mstep: Class 15 contains 48871 members 
Mstep: Class 16 contains 7292 members 
Mstep: Class 17 contains 11603 members 
Mstep: Class 18 contains 9890 members 
Mstep: Class 19 contains 133473 members 
Mstep: Class 20 contains 9788 members 
Entering Unmasked Estep 
Score: -142871152.000000 Penalty: 68783.484375
Splitting cluster 3 changes total score from -142866688.000000 to -142871152.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 4 (45338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Entering Unmasked Estep 
Score: -6105989.000000 Penalty: 2659.031494
	Iteration 0F: 2 clusters Score -6105989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -6075370.000000 Penalty: 5318.062988
	Iteration 0F: 3 clusters Score -6075370 nChanged 20845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -6087455.000000 Penalty: 5318.062988
	Iteration 1F: 3 clusters Score -6087455 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -6089146.500000 Penalty: 5318.062988
	Iteration 2F: 3 clusters Score -6089146 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -6091303.500000 Penalty: 5318.062988
	Iteration 3F: 3 clusters Score -6091304 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -6093630.000000 Penalty: 5318.062988
	Iteration 4F: 3 clusters Score -6093630 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -6095977.000000 Penalty: 5318.062988
	Iteration 5F: 3 clusters Score -6095977 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -6098194.000000 Penalty: 5318.062988
	Iteration 6F: 3 clusters Score -6098194 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -6100217.500000 Penalty: 5318.062988
	Iteration 7F: 3 clusters Score -6100218 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -6102181.000000 Penalty: 5318.062988
	Iteration 8F: 3 clusters Score -6102181 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -6103879.000000 Penalty: 5318.062988
	Iteration 9Q: 3 clusters Score -6103879 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -6105021.500000 Penalty: 5318.062988
	Iteration 10Q: 3 clusters Score -6105022 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -6105543.000000 Penalty: 5318.062988
	Iteration 11Q: 3 clusters Score -6105543 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -6105815.000000 Penalty: 5318.062988
	Iteration 12Q: 3 clusters Score -6105815 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -6105945.000000 Penalty: 5318.062988
	Iteration 13Q: 3 clusters Score -6105945 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -6106013.000000 Penalty: 5318.062988
	Iteration 14Q: 3 clusters Score -6106013 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -6106045.000000 Penalty: 5318.062988
	Iteration 15Q: 3 clusters Score -6106045 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -6106057.000000 Penalty: 5318.062988
	Iteration 16Q: 3 clusters Score -6106057 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -6106060.500000 Penalty: 5318.062988
	Iteration 17Q: 3 clusters Score -6106060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -6106073.000000 Penalty: 5318.062988
	Iteration 18Q: 3 clusters Score -6106073 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -6106094.000000 Penalty: 5318.062988
	Iteration 19Q: 3 clusters Score -6106094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -6106105.000000 Penalty: 5318.062988
	Iteration 20F: 3 clusters Score -6106105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -6106103.000000 Penalty: 5318.062988
	Iteration 21Q: 3 clusters Score -6106103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -6106094.000000 Penalty: 5318.062988
	Iteration 22Q: 3 clusters Score -6106094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6106108.000000 Penalty: 5318.062988
	Iteration 23Q: 3 clusters Score -6106108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6106110.500000 Penalty: 5318.062988
	Iteration 24Q: 3 clusters Score -6106110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6106106.500000 Penalty: 5318.062988
	Iteration 25Q: 3 clusters Score -6106106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6106108.500000 Penalty: 5318.062988
	Iteration 26Q: 3 clusters Score -6106108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6106119.500000 Penalty: 5318.062988
	Iteration 27Q: 3 clusters Score -6106120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -6106128.500000 Penalty: 5318.062988
	Iteration 28Q: 3 clusters Score -6106128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6106131.000000 Penalty: 5318.062988
	Iteration 29Q: 3 clusters Score -6106131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6106132.000000 Penalty: 5318.062988
	Iteration 30Q: 3 clusters Score -6106132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -6106135.000000 Penalty: 5318.062988
	Iteration 31Q: 3 clusters Score -6106135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -6106131.500000 Penalty: 5318.062988
	Iteration 32Q: 3 clusters Score -6106132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -6106135.000000 Penalty: 5318.062988
	Iteration 33Q: 3 clusters Score -6106135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -6106131.000000 Penalty: 5318.062988
	Iteration 34Q: 3 clusters Score -6106131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -6106135.500000 Penalty: 5318.062988
	Iteration 35Q: 3 clusters Score -6106136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6106144.000000 Penalty: 5318.062988
	Iteration 36Q: 3 clusters Score -6106144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6106143.000000 Penalty: 5318.062988
	Iteration 37Q: 3 clusters Score -6106143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -6106140.500000 Penalty: 5318.062988
	Iteration 38Q: 3 clusters Score -6106140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -6106140.500000 Penalty: 5318.062988
	Iteration 39F: 3 clusters Score -6106140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 59415 members 
Mstep: Class 3 contains 12284 members 
Mstep: Class 4 contains 43345 members 
Mstep: Class 5 contains 35337 members 
Mstep: Class 6 contains 1547 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 67915 members 
Mstep: Class 9 contains 74892 members 
Mstep: Class 10 contains 44476 members 
Mstep: Class 11 contains 147211 members 
Mstep: Class 12 contains 16435 members 
Mstep: Class 13 contains 144688 members 
Mstep: Class 14 contains 164578 members 
Mstep: Class 15 contains 48871 members 
Mstep: Class 16 contains 7292 members 
Mstep: Class 17 contains 11603 members 
Mstep: Class 18 contains 9890 members 
Mstep: Class 19 contains 133473 members 
Mstep: Class 20 contains 9788 members 
Mstep: Class 21 contains 1993 members 
Entering Unmasked Estep 
Score: -142870368.000000 Penalty: 72222.656250
Splitting cluster 4 changes total score from -142866688.000000 to -142870368.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (35337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Entering Unmasked Estep 
Score: -4942737.500000 Penalty: 2597.226074
	Iteration 0F: 2 clusters Score -4942738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -4918682.000000 Penalty: 5194.452148
	Iteration 0F: 3 clusters Score -4918682 nChanged 16078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -4927529.000000 Penalty: 5194.452148
	Iteration 1F: 3 clusters Score -4927529 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -4928233.000000 Penalty: 5194.452148
	Iteration 2Q: 3 clusters Score -4928233 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -4929028.000000 Penalty: 5194.452148
	Iteration 3Q: 3 clusters Score -4929028 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -4929928.500000 Penalty: 5194.452148
	Iteration 4F: 3 clusters Score -4929928 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -4930958.000000 Penalty: 5194.452148
	Iteration 5F: 3 clusters Score -4930958 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -4932340.500000 Penalty: 5194.452148
	Iteration 6F: 3 clusters Score -4932340 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -4934047.000000 Penalty: 5194.452148
	Iteration 7F: 3 clusters Score -4934047 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -4935856.500000 Penalty: 5194.452148
	Iteration 8F: 3 clusters Score -4935856 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -4937452.000000 Penalty: 5194.452148
	Iteration 9F: 3 clusters Score -4937452 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -4938674.000000 Penalty: 5194.452148
	Iteration 10Q: 3 clusters Score -4938674 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -4939719.500000 Penalty: 5194.452148
	Iteration 11Q: 3 clusters Score -4939720 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -4940572.000000 Penalty: 5194.452148
	Iteration 12Q: 3 clusters Score -4940572 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -4941363.000000 Penalty: 5194.452148
	Iteration 13Q: 3 clusters Score -4941363 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -4942034.500000 Penalty: 5194.452148
	Iteration 14Q: 3 clusters Score -4942034 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -4942519.500000 Penalty: 5194.452148
	Iteration 15Q: 3 clusters Score -4942520 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -4942844.500000 Penalty: 5194.452148
	Iteration 16Q: 3 clusters Score -4942844 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4943037.500000 Penalty: 5194.452148
	Iteration 17Q: 3 clusters Score -4943038 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -4943156.000000 Penalty: 5194.452148
	Iteration 18Q: 3 clusters Score -4943156 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4943257.000000 Penalty: 5194.452148
	Iteration 19Q: 3 clusters Score -4943257 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4943385.500000 Penalty: 5194.452148
	Iteration 20F: 3 clusters Score -4943386 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4943452.500000 Penalty: 5194.452148
	Iteration 21Q: 3 clusters Score -4943452 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4943504.500000 Penalty: 5194.452148
	Iteration 22Q: 3 clusters Score -4943504 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4943537.500000 Penalty: 5194.452148
	Iteration 23Q: 3 clusters Score -4943538 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4943583.000000 Penalty: 5194.452148
	Iteration 24Q: 3 clusters Score -4943583 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4943609.500000 Penalty: 5194.452148
	Iteration 25Q: 3 clusters Score -4943610 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4943621.000000 Penalty: 5194.452148
	Iteration 26Q: 3 clusters Score -4943621 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4943646.000000 Penalty: 5194.452148
	Iteration 27Q: 3 clusters Score -4943646 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4943652.500000 Penalty: 5194.452148
	Iteration 28Q: 3 clusters Score -4943652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4943665.500000 Penalty: 5194.452148
	Iteration 29Q: 3 clusters Score -4943666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4943676.500000 Penalty: 5194.452148
	Iteration 30Q: 3 clusters Score -4943676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4943687.000000 Penalty: 5194.452148
	Iteration 31Q: 3 clusters Score -4943687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4943707.000000 Penalty: 5194.452148
	Iteration 32Q: 3 clusters Score -4943707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4943705.000000 Penalty: 5194.452148
	Iteration 33Q: 3 clusters Score -4943705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4943714.000000 Penalty: 5194.452148
	Iteration 34Q: 3 clusters Score -4943714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4943721.500000 Penalty: 5194.452148
	Iteration 35Q: 3 clusters Score -4943722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4943718.500000 Penalty: 5194.452148
	Iteration 36Q: 3 clusters Score -4943718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4943719.000000 Penalty: 5194.452148
	Iteration 37Q: 3 clusters Score -4943719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4943719.000000 Penalty: 5194.452148
	Iteration 38F: 3 clusters Score -4943719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 59415 members 
Mstep: Class 3 contains 12284 members 
Mstep: Class 4 contains 43345 members 
Mstep: Class 5 contains 33711 members 
Mstep: Class 6 contains 1547 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 67915 members 
Mstep: Class 9 contains 74892 members 
Mstep: Class 10 contains 44476 members 
Mstep: Class 11 contains 147211 members 
Mstep: Class 12 contains 16435 members 
Mstep: Class 13 contains 144688 members 
Mstep: Class 14 contains 164578 members 
Mstep: Class 15 contains 48871 members 
Mstep: Class 16 contains 7292 members 
Mstep: Class 17 contains 11603 members 
Mstep: Class 18 contains 9890 members 
Mstep: Class 19 contains 133473 members 
Mstep: Class 20 contains 9788 members 
Mstep: Class 21 contains 1993 members 
Mstep: Class 22 contains 1626 members 
Entering Unmasked Estep 
Score: -142871120.000000 Penalty: 75661.828125
Splitting cluster 5 changes total score from -142866688.000000 to -142871120.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (1547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Entering Unmasked Estep 
Score: -195387.062500 Penalty: 1821.330078
	Iteration 0F: 2 clusters Score -195387.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -193163.656250 Penalty: 3642.660156
	Iteration 0F: 3 clusters Score -193163.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -194039.375000 Penalty: 3642.660156
	Iteration 1F: 3 clusters Score -194039.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -194837.390625 Penalty: 3642.660156
	Iteration 2F: 3 clusters Score -194837.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -195507.593750 Penalty: 3642.660156
	Iteration 3F: 3 clusters Score -195507.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -195940.984375 Penalty: 3642.660156
	Iteration 4F: 3 clusters Score -195941 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -196266.328125 Penalty: 3642.660156
	Iteration 5F: 3 clusters Score -196266.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -196525.312500 Penalty: 3642.660156
	Iteration 6Q: 3 clusters Score -196525.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -196683.218750 Penalty: 3642.660156
	Iteration 7Q: 3 clusters Score -196683.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -196752.609375 Penalty: 3642.660156
	Iteration 8Q: 3 clusters Score -196752.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -196776.750000 Penalty: 3642.660156
	Iteration 9Q: 3 clusters Score -196776.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -196777.953125 Penalty: 3642.660156
	Iteration 10Q: 3 clusters Score -196778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -196777.953125 Penalty: 3642.660156
	Iteration 11F: 3 clusters Score -196778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 59415 members 
Mstep: Class 3 contains 12284 members 
Mstep: Class 4 contains 43345 members 
Mstep: Class 5 contains 33711 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 67915 members 
Mstep: Class 9 contains 74892 members 
Mstep: Class 10 contains 44476 members 
Mstep: Class 11 contains 147211 members 
Mstep: Class 12 contains 16435 members 
Mstep: Class 13 contains 144688 members 
Mstep: Class 14 contains 164578 members 
Mstep: Class 15 contains 48871 members 
Mstep: Class 16 contains 7292 members 
Mstep: Class 17 contains 11603 members 
Mstep: Class 18 contains 9890 members 
Mstep: Class 19 contains 133473 members 
Mstep: Class 20 contains 9788 members 
Mstep: Class 21 contains 1993 members 
Mstep: Class 22 contains 1626 members 
Mstep: Class 23 contains 488 members 
Entering Unmasked Estep 
Score: -142870976.000000 Penalty: 79101.007812
Splitting cluster 6 changes total score from -142866688.000000 to -142870976.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (1299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Entering Unmasked Estep 
Score: -162519.968750 Penalty: 1777.998779
	Iteration 0F: 2 clusters Score -162520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -160479.437500 Penalty: 3555.997559
	Iteration 0F: 3 clusters Score -160479.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -161374.406250 Penalty: 3555.997559
	Iteration 1F: 3 clusters Score -161374.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -162507.281250 Penalty: 3555.997559
	Iteration 2F: 3 clusters Score -162507.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -163423.281250 Penalty: 3555.997559
	Iteration 3F: 3 clusters Score -163423.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -163901.125000 Penalty: 3555.997559
	Iteration 4F: 3 clusters Score -163901.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -164145.781250 Penalty: 3555.997559
	Iteration 5Q: 3 clusters Score -164145.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -164338.265625 Penalty: 3555.997559
	Iteration 6Q: 3 clusters Score -164338.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -164366.843750 Penalty: 3555.997559
	Iteration 7Q: 3 clusters Score -164366.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -164387.953125 Penalty: 3555.997559
	Iteration 8Q: 3 clusters Score -164388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -164397.296875 Penalty: 3555.997559
	Iteration 9Q: 3 clusters Score -164397.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -164403.421875 Penalty: 3555.997559
	Iteration 10Q: 3 clusters Score -164403.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -164418.203125 Penalty: 3555.997559
	Iteration 11Q: 3 clusters Score -164418.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -164436.031250 Penalty: 3555.997559
	Iteration 12Q: 3 clusters Score -164436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -164484.484375 Penalty: 3555.997559
	Iteration 13Q: 3 clusters Score -164484.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -164496.812500 Penalty: 3555.997559
	Iteration 14Q: 3 clusters Score -164496.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -164526.359375 Penalty: 3555.997559
	Iteration 15F: 3 clusters Score -164526.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -164707.031250 Penalty: 3555.997559
	Iteration 16Q: 3 clusters Score -164707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -164913.562500 Penalty: 3555.997559
	Iteration 17Q: 3 clusters Score -164913.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -164991.781250 Penalty: 3555.997559
	Iteration 18Q: 3 clusters Score -164991.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -164996.187500 Penalty: 3555.997559
	Iteration 19Q: 3 clusters Score -164996.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -164996.187500 Penalty: 3555.997559
	Iteration 20F: 3 clusters Score -164996.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 59415 members 
Mstep: Class 3 contains 12284 members 
Mstep: Class 4 contains 43345 members 
Mstep: Class 5 contains 33711 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 67915 members 
Mstep: Class 9 contains 74892 members 
Mstep: Class 10 contains 44476 members 
Mstep: Class 11 contains 147211 members 
Mstep: Class 12 contains 16435 members 
Mstep: Class 13 contains 144688 members 
Mstep: Class 14 contains 164578 members 
Mstep: Class 15 contains 48871 members 
Mstep: Class 16 contains 7292 members 
Mstep: Class 17 contains 11603 members 
Mstep: Class 18 contains 9890 members 
Mstep: Class 19 contains 133473 members 
Mstep: Class 20 contains 9788 members 
Mstep: Class 21 contains 1993 members 
Mstep: Class 22 contains 1626 members 
Mstep: Class 23 contains 488 members 
Mstep: Class 24 contains 198 members 
Entering Unmasked Estep 
Score: -142871824.000000 Penalty: 82540.179688
Splitting cluster 7 changes total score from -142866688.000000 to -142871824.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (67915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67915 members 
Entering Unmasked Estep 
Score: -9420860.000000 Penalty: 2759.250977
	Iteration 0F: 2 clusters Score -9420860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -9375115.000000 Penalty: 5518.501953
	Iteration 0F: 3 clusters Score -9375115 nChanged 31974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -9393059.000000 Penalty: 5518.501953
	Iteration 1F: 3 clusters Score -9393059 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -9393955.000000 Penalty: 5518.501953
	Iteration 2Q: 3 clusters Score -9393955 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -9395128.000000 Penalty: 5518.501953
	Iteration 3Q: 3 clusters Score -9395128 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -9396941.000000 Penalty: 5518.501953
	Iteration 4Q: 3 clusters Score -9396941 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -9399053.000000 Penalty: 5518.501953
	Iteration 5F: 3 clusters Score -9399053 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -9401367.000000 Penalty: 5518.501953
	Iteration 6F: 3 clusters Score -9401367 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -9403839.000000 Penalty: 5518.501953
	Iteration 7F: 3 clusters Score -9403839 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -9406292.000000 Penalty: 5518.501953
	Iteration 8F: 3 clusters Score -9406292 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -9408684.000000 Penalty: 5518.501953
	Iteration 9F: 3 clusters Score -9408684 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 49402 members 
Entering Unmasked Estep 
Score: -9410763.000000 Penalty: 5518.501953
	Iteration 10Q: 3 clusters Score -9410763 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -9412431.000000 Penalty: 5518.501953
	Iteration 11Q: 3 clusters Score -9412431 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -9413537.000000 Penalty: 5518.501953
	Iteration 12Q: 3 clusters Score -9413537 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 54082 members 
Entering Unmasked Estep 
Score: -9414284.000000 Penalty: 5518.501953
	Iteration 13Q: 3 clusters Score -9414284 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 55491 members 
Entering Unmasked Estep 
Score: -9414944.000000 Penalty: 5518.501953
	Iteration 14Q: 3 clusters Score -9414944 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -9415404.000000 Penalty: 5518.501953
	Iteration 15Q: 3 clusters Score -9415404 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 57960 members 
Entering Unmasked Estep 
Score: -9415842.000000 Penalty: 5518.501953
	Iteration 16Q: 3 clusters Score -9415842 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 59024 members 
Entering Unmasked Estep 
Score: -9416204.000000 Penalty: 5518.501953
	Iteration 17Q: 3 clusters Score -9416204 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 60022 members 
Entering Unmasked Estep 
Score: -9416546.000000 Penalty: 5518.501953
	Iteration 18Q: 3 clusters Score -9416546 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -9416858.000000 Penalty: 5518.501953
	Iteration 19Q: 3 clusters Score -9416858 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 61697 members 
Entering Unmasked Estep 
Score: -9417165.000000 Penalty: 5518.501953
	Iteration 20F: 3 clusters Score -9417165 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 62329 members 
Entering Unmasked Estep 
Score: -9417355.000000 Penalty: 5518.501953
	Iteration 21Q: 3 clusters Score -9417355 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 62875 members 
Entering Unmasked Estep 
Score: -9417535.000000 Penalty: 5518.501953
	Iteration 22Q: 3 clusters Score -9417535 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -9417711.000000 Penalty: 5518.501953
	Iteration 23Q: 3 clusters Score -9417711 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 63757 members 
Entering Unmasked Estep 
Score: -9417850.000000 Penalty: 5518.501953
	Iteration 24Q: 3 clusters Score -9417850 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 64104 members 
Entering Unmasked Estep 
Score: -9417947.000000 Penalty: 5518.501953
	Iteration 25Q: 3 clusters Score -9417947 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 64420 members 
Entering Unmasked Estep 
Score: -9418021.000000 Penalty: 5518.501953
	Iteration 26Q: 3 clusters Score -9418021 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 64674 members 
Entering Unmasked Estep 
Score: -9418108.000000 Penalty: 5518.501953
	Iteration 27Q: 3 clusters Score -9418108 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 64912 members 
Entering Unmasked Estep 
Score: -9418176.000000 Penalty: 5518.501953
	Iteration 28Q: 3 clusters Score -9418176 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 65107 members 
Entering Unmasked Estep 
Score: -9418227.000000 Penalty: 5518.501953
	Iteration 29Q: 3 clusters Score -9418227 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 65275 members 
Entering Unmasked Estep 
Score: -9418289.000000 Penalty: 5518.501953
	Iteration 30Q: 3 clusters Score -9418289 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 65411 members 
Entering Unmasked Estep 
Score: -9418353.000000 Penalty: 5518.501953
	Iteration 31Q: 3 clusters Score -9418353 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 65533 members 
Entering Unmasked Estep 
Score: -9418398.000000 Penalty: 5518.501953
	Iteration 32Q: 3 clusters Score -9418398 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 65652 members 
Entering Unmasked Estep 
Score: -9418459.000000 Penalty: 5518.501953
	Iteration 33Q: 3 clusters Score -9418459 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 65749 members 
Entering Unmasked Estep 
Score: -9418490.000000 Penalty: 5518.501953
	Iteration 34Q: 3 clusters Score -9418490 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 65829 members 
Entering Unmasked Estep 
Score: -9418520.000000 Penalty: 5518.501953
	Iteration 35Q: 3 clusters Score -9418520 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 65904 members 
Entering Unmasked Estep 
Score: -9418554.000000 Penalty: 5518.501953
	Iteration 36Q: 3 clusters Score -9418554 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 65959 members 
Entering Unmasked Estep 
Score: -9418596.000000 Penalty: 5518.501953
	Iteration 37Q: 3 clusters Score -9418596 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 66004 members 
Entering Unmasked Estep 
Score: -9418604.000000 Penalty: 5518.501953
	Iteration 38Q: 3 clusters Score -9418604 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 66051 members 
Entering Unmasked Estep 
Score: -9418622.000000 Penalty: 5518.501953
	Iteration 39Q: 3 clusters Score -9418622 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 66086 members 
Entering Unmasked Estep 
Score: -9418645.000000 Penalty: 5518.501953
	Iteration 40F: 3 clusters Score -9418645 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 66119 members 
Entering Unmasked Estep 
Score: -9418646.000000 Penalty: 5518.501953
	Iteration 41Q: 3 clusters Score -9418646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 66140 members 
Entering Unmasked Estep 
Score: -9418662.000000 Penalty: 5518.501953
	Iteration 42Q: 3 clusters Score -9418662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 66152 members 
Entering Unmasked Estep 
Score: -9418666.000000 Penalty: 5518.501953
	Iteration 43Q: 3 clusters Score -9418666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 66165 members 
Entering Unmasked Estep 
Score: -9418679.000000 Penalty: 5518.501953
	Iteration 44Q: 3 clusters Score -9418679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 66180 members 
Entering Unmasked Estep 
Score: -9418684.000000 Penalty: 5518.501953
	Iteration 45Q: 3 clusters Score -9418684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 66194 members 
Entering Unmasked Estep 
Score: -9418680.000000 Penalty: 5518.501953
	Iteration 46Q: 3 clusters Score -9418680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 66208 members 
Entering Unmasked Estep 
Score: -9418692.000000 Penalty: 5518.501953
	Iteration 47Q: 3 clusters Score -9418692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 66218 members 
Entering Unmasked Estep 
Score: -9418705.000000 Penalty: 5518.501953
	Iteration 48Q: 3 clusters Score -9418705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 66224 members 
Entering Unmasked Estep 
Score: -9418708.000000 Penalty: 5518.501953
	Iteration 49Q: 3 clusters Score -9418708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 66233 members 
Entering Unmasked Estep 
Score: -9418707.000000 Penalty: 5518.501953
	Iteration 50Q: 3 clusters Score -9418707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 66240 members 
Entering Unmasked Estep 
Score: -9418717.000000 Penalty: 5518.501953
	Iteration 51Q: 3 clusters Score -9418717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 66246 members 
Entering Unmasked Estep 
Score: -9418720.000000 Penalty: 5518.501953
	Iteration 52Q: 3 clusters Score -9418720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 66251 members 
Entering Unmasked Estep 
Score: -9418731.000000 Penalty: 5518.501953
	Iteration 53Q: 3 clusters Score -9418731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 66259 members 
Entering Unmasked Estep 
Score: -9418728.000000 Penalty: 5518.501953
	Iteration 54Q: 3 clusters Score -9418728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -9418712.000000 Penalty: 5518.501953
	Iteration 55Q: 3 clusters Score -9418712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 66269 members 
Entering Unmasked Estep 
Score: -9418719.000000 Penalty: 5518.501953
	Iteration 56Q: 3 clusters Score -9418719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 66273 members 
Entering Unmasked Estep 
Score: -9418721.000000 Penalty: 5518.501953
	Iteration 57Q: 3 clusters Score -9418721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 66284 members 
Entering Unmasked Estep 
Score: -9418733.000000 Penalty: 5518.501953
	Iteration 58Q: 3 clusters Score -9418733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 66294 members 
Entering Unmasked Estep 
Score: -9418740.000000 Penalty: 5518.501953
	Iteration 59Q: 3 clusters Score -9418740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 66302 members 
Entering Unmasked Estep 
Score: -9418733.000000 Penalty: 5518.501953
	Iteration 60F: 3 clusters Score -9418733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 66308 members 
Entering Unmasked Estep 
Score: -9418741.000000 Penalty: 5518.501953
	Iteration 61Q: 3 clusters Score -9418741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 66314 members 
Entering Unmasked Estep 
Score: -9418737.000000 Penalty: 5518.501953
	Iteration 62Q: 3 clusters Score -9418737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 66320 members 
Entering Unmasked Estep 
Score: -9418741.000000 Penalty: 5518.501953
	Iteration 63Q: 3 clusters Score -9418741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 66327 members 
Entering Unmasked Estep 
Score: -9418745.000000 Penalty: 5518.501953
	Iteration 64Q: 3 clusters Score -9418745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 66334 members 
Entering Unmasked Estep 
Score: -9418752.000000 Penalty: 5518.501953
	Iteration 65Q: 3 clusters Score -9418752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 66342 members 
Entering Unmasked Estep 
Score: -9418749.000000 Penalty: 5518.501953
	Iteration 66Q: 3 clusters Score -9418749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -9418750.000000 Penalty: 5518.501953
	Iteration 67Q: 3 clusters Score -9418750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 66351 members 
Entering Unmasked Estep 
Score: -9418744.000000 Penalty: 5518.501953
	Iteration 68Q: 3 clusters Score -9418744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 66357 members 
Entering Unmasked Estep 
Score: -9418745.000000 Penalty: 5518.501953
	Iteration 69Q: 3 clusters Score -9418745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 66362 members 
Entering Unmasked Estep 
Score: -9418748.000000 Penalty: 5518.501953
	Iteration 70Q: 3 clusters Score -9418748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 66366 members 
Entering Unmasked Estep 
Score: -9418741.000000 Penalty: 5518.501953
	Iteration 71Q: 3 clusters Score -9418741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 66369 members 
Entering Unmasked Estep 
Score: -9418753.000000 Penalty: 5518.501953
	Iteration 72Q: 3 clusters Score -9418753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 66373 members 
Entering Unmasked Estep 
Score: -9418754.000000 Penalty: 5518.501953
	Iteration 73Q: 3 clusters Score -9418754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 66374 members 
Entering Unmasked Estep 
Score: -9418758.000000 Penalty: 5518.501953
	Iteration 74Q: 3 clusters Score -9418758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 66377 members 
Entering Unmasked Estep 
Score: -9418757.000000 Penalty: 5518.501953
	Iteration 75Q: 3 clusters Score -9418757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 66378 members 
Entering Unmasked Estep 
Score: -9418760.000000 Penalty: 5518.501953
	Iteration 76Q: 3 clusters Score -9418760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 66379 members 
Entering Unmasked Estep 
Score: -9418755.000000 Penalty: 5518.501953
	Iteration 77Q: 3 clusters Score -9418755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 66378 members 
Entering Unmasked Estep 
Score: -9418751.000000 Penalty: 5518.501953
	Iteration 78Q: 3 clusters Score -9418751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 66377 members 
Entering Unmasked Estep 
Score: -9418754.000000 Penalty: 5518.501953
	Iteration 79Q: 3 clusters Score -9418754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 66377 members 
Entering Unmasked Estep 
Score: -9418754.000000 Penalty: 5518.501953
	Iteration 80F: 3 clusters Score -9418754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74892 members 
Entering Unmasked Estep 
Score: -10458820.000000 Penalty: 2783.502930
	Iteration 0F: 2 clusters Score -1.045882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -10408556.000000 Penalty: 5567.005859
	Iteration 0F: 3 clusters Score -1.040856e+07 nChanged 35111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -10428306.000000 Penalty: 5567.005859
	Iteration 1F: 3 clusters Score -1.042831e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -10428757.000000 Penalty: 5567.005859
	Iteration 2Q: 3 clusters Score -1.042876e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -10429287.000000 Penalty: 5567.005859
	Iteration 3Q: 3 clusters Score -1.042929e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -10429894.000000 Penalty: 5567.005859
	Iteration 4Q: 3 clusters Score -1.042989e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -10430511.000000 Penalty: 5567.005859
	Iteration 5Q: 3 clusters Score -1.043051e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -10431299.000000 Penalty: 5567.005859
	Iteration 6Q: 3 clusters Score -1.04313e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -10432457.000000 Penalty: 5567.005859
	Iteration 7Q: 3 clusters Score -1.043246e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -10433954.000000 Penalty: 5567.005859
	Iteration 8Q: 3 clusters Score -1.043395e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -10436188.000000 Penalty: 5567.005859
	Iteration 9Q: 3 clusters Score -1.043619e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -10439277.000000 Penalty: 5567.005859
	Iteration 10F: 3 clusters Score -1.043928e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -10443169.000000 Penalty: 5567.005859
	Iteration 11F: 3 clusters Score -1.044317e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -10446116.000000 Penalty: 5567.005859
	Iteration 12F: 3 clusters Score -1.044612e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -10447659.000000 Penalty: 5567.005859
	Iteration 13Q: 3 clusters Score -1.044766e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -10448263.000000 Penalty: 5567.005859
	Iteration 14Q: 3 clusters Score -1.044826e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -10448743.000000 Penalty: 5567.005859
	Iteration 15Q: 3 clusters Score -1.044874e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -10449071.000000 Penalty: 5567.005859
	Iteration 16Q: 3 clusters Score -1.044907e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -10449362.000000 Penalty: 5567.005859
	Iteration 17Q: 3 clusters Score -1.044936e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -10449584.000000 Penalty: 5567.005859
	Iteration 18Q: 3 clusters Score -1.044958e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -10449760.000000 Penalty: 5567.005859
	Iteration 19Q: 3 clusters Score -1.044976e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -10449936.000000 Penalty: 5567.005859
	Iteration 20F: 3 clusters Score -1.044994e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -10450077.000000 Penalty: 5567.005859
	Iteration 21Q: 3 clusters Score -1.045008e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -10450217.000000 Penalty: 5567.005859
	Iteration 22Q: 3 clusters Score -1.045022e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -10450322.000000 Penalty: 5567.005859
	Iteration 23Q: 3 clusters Score -1.045032e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -10450398.000000 Penalty: 5567.005859
	Iteration 24Q: 3 clusters Score -1.04504e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -10450514.000000 Penalty: 5567.005859
	Iteration 25Q: 3 clusters Score -1.045051e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 45938 members 
Entering Unmasked Estep 
Score: -10450621.000000 Penalty: 5567.005859
	Iteration 26Q: 3 clusters Score -1.045062e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -10450760.000000 Penalty: 5567.005859
	Iteration 27Q: 3 clusters Score -1.045076e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -10450861.000000 Penalty: 5567.005859
	Iteration 28Q: 3 clusters Score -1.045086e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -10450939.000000 Penalty: 5567.005859
	Iteration 29Q: 3 clusters Score -1.045094e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -10451048.000000 Penalty: 5567.005859
	Iteration 30Q: 3 clusters Score -1.045105e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -10451136.000000 Penalty: 5567.005859
	Iteration 31Q: 3 clusters Score -1.045114e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -10451271.000000 Penalty: 5567.005859
	Iteration 32Q: 3 clusters Score -1.045127e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -10451337.000000 Penalty: 5567.005859
	Iteration 33Q: 3 clusters Score -1.045134e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -10451469.000000 Penalty: 5567.005859
	Iteration 34Q: 3 clusters Score -1.045147e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -10451590.000000 Penalty: 5567.005859
	Iteration 35Q: 3 clusters Score -1.045159e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -10451740.000000 Penalty: 5567.005859
	Iteration 36Q: 3 clusters Score -1.045174e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 52680 members 
Entering Unmasked Estep 
Score: -10451856.000000 Penalty: 5567.005859
	Iteration 37Q: 3 clusters Score -1.045186e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 53361 members 
Entering Unmasked Estep 
Score: -10451981.000000 Penalty: 5567.005859
	Iteration 38Q: 3 clusters Score -1.045198e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -10452120.000000 Penalty: 5567.005859
	Iteration 39Q: 3 clusters Score -1.045212e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 54702 members 
Entering Unmasked Estep 
Score: -10452247.000000 Penalty: 5567.005859
	Iteration 40F: 3 clusters Score -1.045225e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 55354 members 
Entering Unmasked Estep 
Score: -10452381.000000 Penalty: 5567.005859
	Iteration 41Q: 3 clusters Score -1.045238e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 56055 members 
Entering Unmasked Estep 
Score: -10452573.000000 Penalty: 5567.005859
	Iteration 42Q: 3 clusters Score -1.045257e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 56734 members 
Entering Unmasked Estep 
Score: -10452697.000000 Penalty: 5567.005859
	Iteration 43Q: 3 clusters Score -1.04527e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 57354 members 
Entering Unmasked Estep 
Score: -10452782.000000 Penalty: 5567.005859
	Iteration 44Q: 3 clusters Score -1.045278e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 58002 members 
Entering Unmasked Estep 
Score: -10452962.000000 Penalty: 5567.005859
	Iteration 45Q: 3 clusters Score -1.045296e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 58671 members 
Entering Unmasked Estep 
Score: -10453037.000000 Penalty: 5567.005859
	Iteration 46Q: 3 clusters Score -1.045304e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 59364 members 
Entering Unmasked Estep 
Score: -10453263.000000 Penalty: 5567.005859
	Iteration 47Q: 3 clusters Score -1.045326e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -10453442.000000 Penalty: 5567.005859
	Iteration 48Q: 3 clusters Score -1.045344e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 60581 members 
Entering Unmasked Estep 
Score: -10453585.000000 Penalty: 5567.005859
	Iteration 49Q: 3 clusters Score -1.045358e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 61186 members 
Entering Unmasked Estep 
Score: -10453708.000000 Penalty: 5567.005859
	Iteration 50Q: 3 clusters Score -1.045371e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 61709 members 
Entering Unmasked Estep 
Score: -10453843.000000 Penalty: 5567.005859
	Iteration 51Q: 3 clusters Score -1.045384e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 62222 members 
Entering Unmasked Estep 
Score: -10453933.000000 Penalty: 5567.005859
	Iteration 52Q: 3 clusters Score -1.045393e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 62730 members 
Entering Unmasked Estep 
Score: -10454044.000000 Penalty: 5567.005859
	Iteration 53Q: 3 clusters Score -1.045404e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 63216 members 
Entering Unmasked Estep 
Score: -10454165.000000 Penalty: 5567.005859
	Iteration 54Q: 3 clusters Score -1.045416e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 63655 members 
Entering Unmasked Estep 
Score: -10454215.000000 Penalty: 5567.005859
	Iteration 55Q: 3 clusters Score -1.045422e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 64070 members 
Entering Unmasked Estep 
Score: -10454340.000000 Penalty: 5567.005859
	Iteration 56Q: 3 clusters Score -1.045434e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 64452 members 
Entering Unmasked Estep 
Score: -10454403.000000 Penalty: 5567.005859
	Iteration 57Q: 3 clusters Score -1.04544e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 64835 members 
Entering Unmasked Estep 
Score: -10454476.000000 Penalty: 5567.005859
	Iteration 58Q: 3 clusters Score -1.045448e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 65211 members 
Entering Unmasked Estep 
Score: -10454538.000000 Penalty: 5567.005859
	Iteration 59Q: 3 clusters Score -1.045454e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 65574 members 
Entering Unmasked Estep 
Score: -10454602.000000 Penalty: 5567.005859
	Iteration 60F: 3 clusters Score -1.04546e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 65978 members 
Entering Unmasked Estep 
Score: -10454691.000000 Penalty: 5567.005859
	Iteration 61Q: 3 clusters Score -1.045469e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 66382 members 
Entering Unmasked Estep 
Score: -10454828.000000 Penalty: 5567.005859
	Iteration 62Q: 3 clusters Score -1.045483e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 66748 members 
Entering Unmasked Estep 
Score: -10454886.000000 Penalty: 5567.005859
	Iteration 63Q: 3 clusters Score -1.045489e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 67082 members 
Entering Unmasked Estep 
Score: -10454940.000000 Penalty: 5567.005859
	Iteration 64Q: 3 clusters Score -1.045494e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 67407 members 
Entering Unmasked Estep 
Score: -10455008.000000 Penalty: 5567.005859
	Iteration 65Q: 3 clusters Score -1.045501e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 67716 members 
Entering Unmasked Estep 
Score: -10455116.000000 Penalty: 5567.005859
	Iteration 66Q: 3 clusters Score -1.045512e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 68006 members 
Entering Unmasked Estep 
Score: -10455182.000000 Penalty: 5567.005859
	Iteration 67Q: 3 clusters Score -1.045518e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 68288 members 
Entering Unmasked Estep 
Score: -10455259.000000 Penalty: 5567.005859
	Iteration 68Q: 3 clusters Score -1.045526e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 68538 members 
Entering Unmasked Estep 
Score: -10455309.000000 Penalty: 5567.005859
	Iteration 69Q: 3 clusters Score -1.045531e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 68793 members 
Entering Unmasked Estep 
Score: -10455363.000000 Penalty: 5567.005859
	Iteration 70Q: 3 clusters Score -1.045536e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 69026 members 
Entering Unmasked Estep 
Score: -10455398.000000 Penalty: 5567.005859
	Iteration 71Q: 3 clusters Score -1.04554e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 69271 members 
Entering Unmasked Estep 
Score: -10455484.000000 Penalty: 5567.005859
	Iteration 72Q: 3 clusters Score -1.045548e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 69491 members 
Entering Unmasked Estep 
Score: -10455560.000000 Penalty: 5567.005859
	Iteration 73Q: 3 clusters Score -1.045556e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 69694 members 
Entering Unmasked Estep 
Score: -10455589.000000 Penalty: 5567.005859
	Iteration 74Q: 3 clusters Score -1.045559e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 69869 members 
Entering Unmasked Estep 
Score: -10455624.000000 Penalty: 5567.005859
	Iteration 75Q: 3 clusters Score -1.045562e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 70043 members 
Entering Unmasked Estep 
Score: -10455652.000000 Penalty: 5567.005859
	Iteration 76Q: 3 clusters Score -1.045565e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 70192 members 
Entering Unmasked Estep 
Score: -10455692.000000 Penalty: 5567.005859
	Iteration 77Q: 3 clusters Score -1.045569e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 70340 members 
Entering Unmasked Estep 
Score: -10455711.000000 Penalty: 5567.005859
	Iteration 78Q: 3 clusters Score -1.045571e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 70477 members 
Entering Unmasked Estep 
Score: -10455725.000000 Penalty: 5567.005859
	Iteration 79Q: 3 clusters Score -1.045572e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 70618 members 
Entering Unmasked Estep 
Score: -10455769.000000 Penalty: 5567.005859
	Iteration 80F: 3 clusters Score -1.045577e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 70752 members 
Entering Unmasked Estep 
Score: -10455787.000000 Penalty: 5567.005859
	Iteration 81Q: 3 clusters Score -1.045579e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 70848 members 
Entering Unmasked Estep 
Score: -10455811.000000 Penalty: 5567.005859
	Iteration 82Q: 3 clusters Score -1.045581e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 70953 members 
Entering Unmasked Estep 
Score: -10455851.000000 Penalty: 5567.005859
	Iteration 83Q: 3 clusters Score -1.045585e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 71049 members 
Entering Unmasked Estep 
Score: -10455899.000000 Penalty: 5567.005859
	Iteration 84Q: 3 clusters Score -1.04559e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 71154 members 
Entering Unmasked Estep 
Score: -10455910.000000 Penalty: 5567.005859
	Iteration 85Q: 3 clusters Score -1.045591e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 71245 members 
Entering Unmasked Estep 
Score: -10455913.000000 Penalty: 5567.005859
	Iteration 86Q: 3 clusters Score -1.045591e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 71337 members 
Entering Unmasked Estep 
Score: -10455934.000000 Penalty: 5567.005859
	Iteration 87Q: 3 clusters Score -1.045593e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 71430 members 
Entering Unmasked Estep 
Score: -10455963.000000 Penalty: 5567.005859
	Iteration 88Q: 3 clusters Score -1.045596e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 71525 members 
Entering Unmasked Estep 
Score: -10456008.000000 Penalty: 5567.005859
	Iteration 89Q: 3 clusters Score -1.045601e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 71604 members 
Entering Unmasked Estep 
Score: -10456033.000000 Penalty: 5567.005859
	Iteration 90Q: 3 clusters Score -1.045603e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 71679 members 
Entering Unmasked Estep 
Score: -10456049.000000 Penalty: 5567.005859
	Iteration 91Q: 3 clusters Score -1.045605e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 71765 members 
Entering Unmasked Estep 
Score: -10456100.000000 Penalty: 5567.005859
	Iteration 92Q: 3 clusters Score -1.04561e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 71847 members 
Entering Unmasked Estep 
Score: -10456104.000000 Penalty: 5567.005859
	Iteration 93Q: 3 clusters Score -1.04561e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 71917 members 
Entering Unmasked Estep 
Score: -10456122.000000 Penalty: 5567.005859
	Iteration 94Q: 3 clusters Score -1.045612e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 71967 members 
Entering Unmasked Estep 
Score: -10456146.000000 Penalty: 5567.005859
	Iteration 95Q: 3 clusters Score -1.045615e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 72014 members 
Entering Unmasked Estep 
Score: -10456147.000000 Penalty: 5567.005859
	Iteration 96Q: 3 clusters Score -1.045615e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 72046 members 
Entering Unmasked Estep 
Score: -10456129.000000 Penalty: 5567.005859
	Iteration 97Q: 3 clusters Score -1.045613e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 72087 members 
Entering Unmasked Estep 
Score: -10456148.000000 Penalty: 5567.005859
	Iteration 98Q: 3 clusters Score -1.045615e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 72126 members 
Entering Unmasked Estep 
Score: -10456158.000000 Penalty: 5567.005859
	Iteration 99Q: 3 clusters Score -1.045616e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 72160 members 
Entering Unmasked Estep 
Score: -10456166.000000 Penalty: 5567.005859
	Iteration 100F: 3 clusters Score -1.045617e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 72195 members 
Entering Unmasked Estep 
Score: -10456191.000000 Penalty: 5567.005859
	Iteration 101Q: 3 clusters Score -1.045619e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 72229 members 
Entering Unmasked Estep 
Score: -10456207.000000 Penalty: 5567.005859
	Iteration 102Q: 3 clusters Score -1.045621e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 72270 members 
Entering Unmasked Estep 
Score: -10456197.000000 Penalty: 5567.005859
	Iteration 103Q: 3 clusters Score -1.04562e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 72309 members 
Entering Unmasked Estep 
Score: -10456213.000000 Penalty: 5567.005859
	Iteration 104Q: 3 clusters Score -1.045621e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 72344 members 
Entering Unmasked Estep 
Score: -10456223.000000 Penalty: 5567.005859
	Iteration 105Q: 3 clusters Score -1.045622e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 72385 members 
Entering Unmasked Estep 
Score: -10456216.000000 Penalty: 5567.005859
	Iteration 106Q: 3 clusters Score -1.045622e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 72436 members 
Entering Unmasked Estep 
Score: -10456250.000000 Penalty: 5567.005859
	Iteration 107Q: 3 clusters Score -1.045625e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 72479 members 
Entering Unmasked Estep 
Score: -10456239.000000 Penalty: 5567.005859
	Iteration 108Q: 3 clusters Score -1.045624e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 72507 members 
Entering Unmasked Estep 
Score: -10456242.000000 Penalty: 5567.005859
	Iteration 109Q: 3 clusters Score -1.045624e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 72536 members 
Entering Unmasked Estep 
Score: -10456259.000000 Penalty: 5567.005859
	Iteration 110Q: 3 clusters Score -1.045626e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 72572 members 
Entering Unmasked Estep 
Score: -10456261.000000 Penalty: 5567.005859
	Iteration 111Q: 3 clusters Score -1.045626e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 72603 members 
Entering Unmasked Estep 
Score: -10456279.000000 Penalty: 5567.005859
	Iteration 112Q: 3 clusters Score -1.045628e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 72631 members 
Entering Unmasked Estep 
Score: -10456287.000000 Penalty: 5567.005859
	Iteration 113Q: 3 clusters Score -1.045629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 72646 members 
Entering Unmasked Estep 
Score: -10456293.000000 Penalty: 5567.005859
	Iteration 114Q: 3 clusters Score -1.045629e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 72664 members 
Entering Unmasked Estep 
Score: -10456281.000000 Penalty: 5567.005859
	Iteration 115Q: 3 clusters Score -1.045628e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 72681 members 
Entering Unmasked Estep 
Score: -10456273.000000 Penalty: 5567.005859
	Iteration 116Q: 3 clusters Score -1.045627e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 72702 members 
Entering Unmasked Estep 
Score: -10456273.000000 Penalty: 5567.005859
	Iteration 117Q: 3 clusters Score -1.045627e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 72723 members 
Entering Unmasked Estep 
Score: -10456276.000000 Penalty: 5567.005859
	Iteration 118Q: 3 clusters Score -1.045628e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 72748 members 
Entering Unmasked Estep 
Score: -10456276.000000 Penalty: 5567.005859
	Iteration 119Q: 3 clusters Score -1.045628e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 72771 members 
Entering Unmasked Estep 
Score: -10456281.000000 Penalty: 5567.005859
	Iteration 120F: 3 clusters Score -1.045628e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 72804 members 
Entering Unmasked Estep 
Score: -10456301.000000 Penalty: 5567.005859
	Iteration 121Q: 3 clusters Score -1.04563e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 72830 members 
Entering Unmasked Estep 
Score: -10456324.000000 Penalty: 5567.005859
	Iteration 122Q: 3 clusters Score -1.045632e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 72868 members 
Entering Unmasked Estep 
Score: -10456334.000000 Penalty: 5567.005859
	Iteration 123Q: 3 clusters Score -1.045633e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 72896 members 
Entering Unmasked Estep 
Score: -10456349.000000 Penalty: 5567.005859
	Iteration 124Q: 3 clusters Score -1.045635e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 72932 members 
Entering Unmasked Estep 
Score: -10456367.000000 Penalty: 5567.005859
	Iteration 125Q: 3 clusters Score -1.045637e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 72965 members 
Entering Unmasked Estep 
Score: -10456376.000000 Penalty: 5567.005859
	Iteration 126Q: 3 clusters Score -1.045638e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 72983 members 
Entering Unmasked Estep 
Score: -10456374.000000 Penalty: 5567.005859
	Iteration 127Q: 3 clusters Score -1.045637e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 73006 members 
Entering Unmasked Estep 
Score: -10456370.000000 Penalty: 5567.005859
	Iteration 128Q: 3 clusters Score -1.045637e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 73026 members 
Entering Unmasked Estep 
Score: -10456367.000000 Penalty: 5567.005859
	Iteration 129Q: 3 clusters Score -1.045637e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 73047 members 
Entering Unmasked Estep 
Score: -10456385.000000 Penalty: 5567.005859
	Iteration 130Q: 3 clusters Score -1.045638e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 73069 members 
Entering Unmasked Estep 
Score: -10456390.000000 Penalty: 5567.005859
	Iteration 131Q: 3 clusters Score -1.045639e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 73089 members 
Entering Unmasked Estep 
Score: -10456388.000000 Penalty: 5567.005859
	Iteration 132Q: 3 clusters Score -1.045639e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 73101 members 
Entering Unmasked Estep 
Score: -10456400.000000 Penalty: 5567.005859
	Iteration 133Q: 3 clusters Score -1.04564e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 73118 members 
Entering Unmasked Estep 
Score: -10456395.000000 Penalty: 5567.005859
	Iteration 134Q: 3 clusters Score -1.04564e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 73136 members 
Entering Unmasked Estep 
Score: -10456413.000000 Penalty: 5567.005859
	Iteration 135Q: 3 clusters Score -1.045641e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 73155 members 
Entering Unmasked Estep 
Score: -10456424.000000 Penalty: 5567.005859
	Iteration 136Q: 3 clusters Score -1.045642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 73167 members 
Entering Unmasked Estep 
Score: -10456429.000000 Penalty: 5567.005859
	Iteration 137Q: 3 clusters Score -1.045643e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 73182 members 
Entering Unmasked Estep 
Score: -10456428.000000 Penalty: 5567.005859
	Iteration 138Q: 3 clusters Score -1.045643e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 73195 members 
Entering Unmasked Estep 
Score: -10456431.000000 Penalty: 5567.005859
	Iteration 139Q: 3 clusters Score -1.045643e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 73211 members 
Entering Unmasked Estep 
Score: -10456439.000000 Penalty: 5567.005859
	Iteration 140F: 3 clusters Score -1.045644e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 73229 members 
Entering Unmasked Estep 
Score: -10456459.000000 Penalty: 5567.005859
	Iteration 141Q: 3 clusters Score -1.045646e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 73252 members 
Entering Unmasked Estep 
Score: -10456459.000000 Penalty: 5567.005859
	Iteration 142Q: 3 clusters Score -1.045646e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 73268 members 
Entering Unmasked Estep 
Score: -10456469.000000 Penalty: 5567.005859
	Iteration 143Q: 3 clusters Score -1.045647e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 73278 members 
Entering Unmasked Estep 
Score: -10456465.000000 Penalty: 5567.005859
	Iteration 144Q: 3 clusters Score -1.045646e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 73295 members 
Entering Unmasked Estep 
Score: -10456473.000000 Penalty: 5567.005859
	Iteration 145Q: 3 clusters Score -1.045647e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 73312 members 
Entering Unmasked Estep 
Score: -10456480.000000 Penalty: 5567.005859
	Iteration 146Q: 3 clusters Score -1.045648e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 73333 members 
Entering Unmasked Estep 
Score: -10456487.000000 Penalty: 5567.005859
	Iteration 147Q: 3 clusters Score -1.045649e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 73349 members 
Entering Unmasked Estep 
Score: -10456502.000000 Penalty: 5567.005859
	Iteration 148Q: 3 clusters Score -1.04565e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 73363 members 
Entering Unmasked Estep 
Score: -10456504.000000 Penalty: 5567.005859
	Iteration 149Q: 3 clusters Score -1.04565e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 73381 members 
Entering Unmasked Estep 
Score: -10456493.000000 Penalty: 5567.005859
	Iteration 150Q: 3 clusters Score -1.045649e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 73389 members 
Entering Unmasked Estep 
Score: -10456487.000000 Penalty: 5567.005859
	Iteration 151Q: 3 clusters Score -1.045649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 73397 members 
Entering Unmasked Estep 
Score: -10456492.000000 Penalty: 5567.005859
	Iteration 152Q: 3 clusters Score -1.045649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 73405 members 
Entering Unmasked Estep 
Score: -10456495.000000 Penalty: 5567.005859
	Iteration 153Q: 3 clusters Score -1.04565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 73412 members 
Entering Unmasked Estep 
Score: -10456495.000000 Penalty: 5567.005859
	Iteration 154Q: 3 clusters Score -1.04565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 73417 members 
Entering Unmasked Estep 
Score: -10456491.000000 Penalty: 5567.005859
	Iteration 155Q: 3 clusters Score -1.045649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 73424 members 
Entering Unmasked Estep 
Score: -10456494.000000 Penalty: 5567.005859
	Iteration 156Q: 3 clusters Score -1.045649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 73427 members 
Entering Unmasked Estep 
Score: -10456494.000000 Penalty: 5567.005859
	Iteration 157Q: 3 clusters Score -1.045649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 73433 members 
Entering Unmasked Estep 
Score: -10456497.000000 Penalty: 5567.005859
	Iteration 158Q: 3 clusters Score -1.04565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 73440 members 
Entering Unmasked Estep 
Score: -10456508.000000 Penalty: 5567.005859
	Iteration 159Q: 3 clusters Score -1.045651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 73447 members 
Entering Unmasked Estep 
Score: -10456505.000000 Penalty: 5567.005859
	Iteration 160F: 3 clusters Score -1.04565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 73454 members 
Entering Unmasked Estep 
Score: -10456518.000000 Penalty: 5567.005859
	Iteration 161Q: 3 clusters Score -1.045652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 73461 members 
Entering Unmasked Estep 
Score: -10456508.000000 Penalty: 5567.005859
	Iteration 162Q: 3 clusters Score -1.045651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 73468 members 
Entering Unmasked Estep 
Score: -10456515.000000 Penalty: 5567.005859
	Iteration 163Q: 3 clusters Score -1.045652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 73476 members 
Entering Unmasked Estep 
Score: -10456527.000000 Penalty: 5567.005859
	Iteration 164Q: 3 clusters Score -1.045653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 73479 members 
Entering Unmasked Estep 
Score: -10456525.000000 Penalty: 5567.005859
	Iteration 165Q: 3 clusters Score -1.045652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 73483 members 
Entering Unmasked Estep 
Score: -10456522.000000 Penalty: 5567.005859
	Iteration 166Q: 3 clusters Score -1.045652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 73488 members 
Entering Unmasked Estep 
Score: -10456523.000000 Penalty: 5567.005859
	Iteration 167Q: 3 clusters Score -1.045652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 73490 members 
Entering Unmasked Estep 
Score: -10456524.000000 Penalty: 5567.005859
	Iteration 168Q: 3 clusters Score -1.045652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 73494 members 
Entering Unmasked Estep 
Score: -10456528.000000 Penalty: 5567.005859
	Iteration 169Q: 3 clusters Score -1.045653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 73494 members 
Entering Unmasked Estep 
Score: -10456528.000000 Penalty: 5567.005859
	Iteration 170F: 3 clusters Score -1.045653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Entering Unmasked Estep 
Score: -6025325.000000 Penalty: 2654.270996
	Iteration 0F: 2 clusters Score -6025325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -5995127.500000 Penalty: 5308.541992
	Iteration 0F: 3 clusters Score -5995128 nChanged 20542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -6007017.000000 Penalty: 5308.541992
	Iteration 1F: 3 clusters Score -6007017 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -6008537.000000 Penalty: 5308.541992
	Iteration 2F: 3 clusters Score -6008537 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -6010885.000000 Penalty: 5308.541992
	Iteration 3F: 3 clusters Score -6010885 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -6013899.500000 Penalty: 5308.541992
	Iteration 4F: 3 clusters Score -6013900 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -6017078.000000 Penalty: 5308.541992
	Iteration 5F: 3 clusters Score -6017078 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -6019739.000000 Penalty: 5308.541992
	Iteration 6F: 3 clusters Score -6019739 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -6021401.500000 Penalty: 5308.541992
	Iteration 7F: 3 clusters Score -6021402 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -6022331.000000 Penalty: 5308.541992
	Iteration 8Q: 3 clusters Score -6022331 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -6022918.500000 Penalty: 5308.541992
	Iteration 9Q: 3 clusters Score -6022918 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -6023311.500000 Penalty: 5308.541992
	Iteration 10Q: 3 clusters Score -6023312 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -6023672.000000 Penalty: 5308.541992
	Iteration 11Q: 3 clusters Score -6023672 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -6024050.000000 Penalty: 5308.541992
	Iteration 12Q: 3 clusters Score -6024050 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -6024501.000000 Penalty: 5308.541992
	Iteration 13Q: 3 clusters Score -6024501 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -6024897.000000 Penalty: 5308.541992
	Iteration 14Q: 3 clusters Score -6024897 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -6025210.500000 Penalty: 5308.541992
	Iteration 15Q: 3 clusters Score -6025210 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -6025456.500000 Penalty: 5308.541992
	Iteration 16Q: 3 clusters Score -6025456 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -6025678.000000 Penalty: 5308.541992
	Iteration 17Q: 3 clusters Score -6025678 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -6025822.500000 Penalty: 5308.541992
	Iteration 18Q: 3 clusters Score -6025822 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -6025950.500000 Penalty: 5308.541992
	Iteration 19Q: 3 clusters Score -6025950 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -6026058.000000 Penalty: 5308.541992
	Iteration 20F: 3 clusters Score -6026058 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -6026175.500000 Penalty: 5308.541992
	Iteration 21Q: 3 clusters Score -6026176 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -6026247.500000 Penalty: 5308.541992
	Iteration 22Q: 3 clusters Score -6026248 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -6026291.500000 Penalty: 5308.541992
	Iteration 23Q: 3 clusters Score -6026292 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -6026351.500000 Penalty: 5308.541992
	Iteration 24Q: 3 clusters Score -6026352 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -6026428.000000 Penalty: 5308.541992
	Iteration 25Q: 3 clusters Score -6026428 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -6026513.500000 Penalty: 5308.541992
	Iteration 26Q: 3 clusters Score -6026514 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -6026577.000000 Penalty: 5308.541992
	Iteration 27Q: 3 clusters Score -6026577 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -6026691.000000 Penalty: 5308.541992
	Iteration 28Q: 3 clusters Score -6026691 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -6026818.500000 Penalty: 5308.541992
	Iteration 29Q: 3 clusters Score -6026818 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -6026923.000000 Penalty: 5308.541992
	Iteration 30Q: 3 clusters Score -6026923 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -6027081.500000 Penalty: 5308.541992
	Iteration 31Q: 3 clusters Score -6027082 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -6027284.000000 Penalty: 5308.541992
	Iteration 32Q: 3 clusters Score -6027284 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -6027449.000000 Penalty: 5308.541992
	Iteration 33Q: 3 clusters Score -6027449 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -6027531.500000 Penalty: 5308.541992
	Iteration 34Q: 3 clusters Score -6027532 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -6027600.500000 Penalty: 5308.541992
	Iteration 35Q: 3 clusters Score -6027600 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -6027621.000000 Penalty: 5308.541992
	Iteration 36Q: 3 clusters Score -6027621 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -6027654.500000 Penalty: 5308.541992
	Iteration 37Q: 3 clusters Score -6027654 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -6027670.000000 Penalty: 5308.541992
	Iteration 38Q: 3 clusters Score -6027670 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -6027670.500000 Penalty: 5308.541992
	Iteration 39Q: 3 clusters Score -6027670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -6027649.000000 Penalty: 5308.541992
	Iteration 40F: 3 clusters Score -6027649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -6027656.000000 Penalty: 5308.541992
	Iteration 41Q: 3 clusters Score -6027656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -6027656.500000 Penalty: 5308.541992
	Iteration 42Q: 3 clusters Score -6027656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -6027662.500000 Penalty: 5308.541992
	Iteration 43Q: 3 clusters Score -6027662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -6027658.000000 Penalty: 5308.541992
	Iteration 44Q: 3 clusters Score -6027658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -6027662.000000 Penalty: 5308.541992
	Iteration 45Q: 3 clusters Score -6027662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -6027672.500000 Penalty: 5308.541992
	Iteration 46Q: 3 clusters Score -6027672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -6027669.000000 Penalty: 5308.541992
	Iteration 47Q: 3 clusters Score -6027669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -6027675.500000 Penalty: 5308.541992
	Iteration 48Q: 3 clusters Score -6027676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -6027673.000000 Penalty: 5308.541992
	Iteration 49Q: 3 clusters Score -6027673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -6027675.500000 Penalty: 5308.541992
	Iteration 50Q: 3 clusters Score -6027676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -6027668.000000 Penalty: 5308.541992
	Iteration 51Q: 3 clusters Score -6027668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -6027671.500000 Penalty: 5308.541992
	Iteration 52Q: 3 clusters Score -6027672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -6027676.000000 Penalty: 5308.541992
	Iteration 53Q: 3 clusters Score -6027676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -6027672.000000 Penalty: 5308.541992
	Iteration 54Q: 3 clusters Score -6027672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -6027675.000000 Penalty: 5308.541992
	Iteration 55Q: 3 clusters Score -6027675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -6027673.500000 Penalty: 5308.541992
	Iteration 56Q: 3 clusters Score -6027674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -6027673.000000 Penalty: 5308.541992
	Iteration 57Q: 3 clusters Score -6027673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -6027673.000000 Penalty: 5308.541992
	Iteration 58F: 3 clusters Score -6027673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 59415 members 
Mstep: Class 3 contains 12284 members 
Mstep: Class 4 contains 43345 members 
Mstep: Class 5 contains 33711 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 67915 members 
Mstep: Class 9 contains 74892 members 
Mstep: Class 10 contains 6595 members 
Mstep: Class 11 contains 147211 members 
Mstep: Class 12 contains 16435 members 
Mstep: Class 13 contains 144688 members 
Mstep: Class 14 contains 164578 members 
Mstep: Class 15 contains 48871 members 
Mstep: Class 16 contains 7292 members 
Mstep: Class 17 contains 11603 members 
Mstep: Class 18 contains 9890 members 
Mstep: Class 19 contains 133473 members 
Mstep: Class 20 contains 9788 members 
Mstep: Class 21 contains 1993 members 
Mstep: Class 22 contains 1626 members 
Mstep: Class 23 contains 488 members 
Mstep: Class 24 contains 198 members 
Mstep: Class 25 contains 37881 members 
Entering Unmasked Estep 
Score: -142873536.000000 Penalty: 85979.351562
Splitting cluster 10 changes total score from -142866688.000000 to -142873536.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (147211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147211 members 
Entering Unmasked Estep 
Score: -20452462.000000 Penalty: 2951.106201
	Iteration 0F: 2 clusters Score -2.045246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73658 members 
Mstep: Class 2 contains 73553 members 
Entering Unmasked Estep 
Score: -20358840.000000 Penalty: 5902.212402
	Iteration 0F: 3 clusters Score -2.035884e+07 nChanged 70195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74225 members 
Mstep: Class 2 contains 72986 members 
Entering Unmasked Estep 
Score: -20399356.000000 Penalty: 5902.212402
	Iteration 1F: 3 clusters Score -2.039936e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74293 members 
Mstep: Class 2 contains 72918 members 
Entering Unmasked Estep 
Score: -20400412.000000 Penalty: 5902.212402
	Iteration 2Q: 3 clusters Score -2.040041e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74417 members 
Mstep: Class 2 contains 72794 members 
Entering Unmasked Estep 
Score: -20401704.000000 Penalty: 5902.212402
	Iteration 3Q: 3 clusters Score -2.04017e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74637 members 
Mstep: Class 2 contains 72574 members 
Entering Unmasked Estep 
Score: -20403374.000000 Penalty: 5902.212402
	Iteration 4Q: 3 clusters Score -2.040337e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75027 members 
Mstep: Class 2 contains 72184 members 
Entering Unmasked Estep 
Score: -20405192.000000 Penalty: 5902.212402
	Iteration 5Q: 3 clusters Score -2.040519e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75732 members 
Mstep: Class 2 contains 71479 members 
Entering Unmasked Estep 
Score: -20407192.000000 Penalty: 5902.212402
	Iteration 6Q: 3 clusters Score -2.040719e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76996 members 
Mstep: Class 2 contains 70215 members 
Entering Unmasked Estep 
Score: -20409476.000000 Penalty: 5902.212402
	Iteration 7Q: 3 clusters Score -2.040948e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79050 members 
Mstep: Class 2 contains 68161 members 
Entering Unmasked Estep 
Score: -20412096.000000 Penalty: 5902.212402
	Iteration 8Q: 3 clusters Score -2.04121e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82242 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -20415180.000000 Penalty: 5902.212402
	Iteration 9Q: 3 clusters Score -2.041518e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86812 members 
Mstep: Class 2 contains 60399 members 
Entering Unmasked Estep 
Score: -20419064.000000 Penalty: 5902.212402
	Iteration 10F: 3 clusters Score -2.041906e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92702 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -20424020.000000 Penalty: 5902.212402
	Iteration 11F: 3 clusters Score -2.042402e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99491 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -20430074.000000 Penalty: 5902.212402
	Iteration 12F: 3 clusters Score -2.043007e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106001 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -20436338.000000 Penalty: 5902.212402
	Iteration 13F: 3 clusters Score -2.043634e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111603 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -20440906.000000 Penalty: 5902.212402
	Iteration 14Q: 3 clusters Score -2.044091e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116204 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -20443870.000000 Penalty: 5902.212402
	Iteration 15Q: 3 clusters Score -2.044387e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119936 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -20445984.000000 Penalty: 5902.212402
	Iteration 16Q: 3 clusters Score -2.044598e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123009 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -20447304.000000 Penalty: 5902.212402
	Iteration 17Q: 3 clusters Score -2.04473e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125586 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -20448184.000000 Penalty: 5902.212402
	Iteration 18Q: 3 clusters Score -2.044818e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127839 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -20448978.000000 Penalty: 5902.212402
	Iteration 19Q: 3 clusters Score -2.044898e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129771 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -20449522.000000 Penalty: 5902.212402
	Iteration 20F: 3 clusters Score -2.044952e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131454 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -20449924.000000 Penalty: 5902.212402
	Iteration 21Q: 3 clusters Score -2.044992e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132921 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -20450364.000000 Penalty: 5902.212402
	Iteration 22Q: 3 clusters Score -2.045036e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134191 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -20450668.000000 Penalty: 5902.212402
	Iteration 23Q: 3 clusters Score -2.045067e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135294 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -20450866.000000 Penalty: 5902.212402
	Iteration 24Q: 3 clusters Score -2.045087e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136275 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -20451058.000000 Penalty: 5902.212402
	Iteration 25Q: 3 clusters Score -2.045106e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137122 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -20451260.000000 Penalty: 5902.212402
	Iteration 26Q: 3 clusters Score -2.045126e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137840 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -20451396.000000 Penalty: 5902.212402
	Iteration 27Q: 3 clusters Score -2.04514e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138448 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -20451520.000000 Penalty: 5902.212402
	Iteration 28Q: 3 clusters Score -2.045152e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138998 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -20451476.000000 Penalty: 5902.212402
	Iteration 29Q: 3 clusters Score -2.045148e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139446 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -20451532.000000 Penalty: 5902.212402
	Iteration 30Q: 3 clusters Score -2.045153e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139863 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -20451552.000000 Penalty: 5902.212402
	Iteration 31Q: 3 clusters Score -2.045155e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140249 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -20451602.000000 Penalty: 5902.212402
	Iteration 32Q: 3 clusters Score -2.04516e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140611 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -20451626.000000 Penalty: 5902.212402
	Iteration 33Q: 3 clusters Score -2.045163e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140916 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -20451638.000000 Penalty: 5902.212402
	Iteration 34Q: 3 clusters Score -2.045164e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141177 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -20451620.000000 Penalty: 5902.212402
	Iteration 35Q: 3 clusters Score -2.045162e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141409 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -20451658.000000 Penalty: 5902.212402
	Iteration 36Q: 3 clusters Score -2.045166e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141624 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -20451668.000000 Penalty: 5902.212402
	Iteration 37Q: 3 clusters Score -2.045167e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141828 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -20451658.000000 Penalty: 5902.212402
	Iteration 38Q: 3 clusters Score -2.045166e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142018 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -20451678.000000 Penalty: 5902.212402
	Iteration 39Q: 3 clusters Score -2.045168e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142195 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -20451670.000000 Penalty: 5902.212402
	Iteration 40F: 3 clusters Score -2.045167e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142362 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -20451716.000000 Penalty: 5902.212402
	Iteration 41Q: 3 clusters Score -2.045172e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142537 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -20451726.000000 Penalty: 5902.212402
	Iteration 42Q: 3 clusters Score -2.045173e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142707 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -20451754.000000 Penalty: 5902.212402
	Iteration 43Q: 3 clusters Score -2.045175e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142845 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -20451762.000000 Penalty: 5902.212402
	Iteration 44Q: 3 clusters Score -2.045176e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142974 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -20451788.000000 Penalty: 5902.212402
	Iteration 45Q: 3 clusters Score -2.045179e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143084 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -20451828.000000 Penalty: 5902.212402
	Iteration 46Q: 3 clusters Score -2.045183e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143167 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -20451866.000000 Penalty: 5902.212402
	Iteration 47Q: 3 clusters Score -2.045187e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143261 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -20451948.000000 Penalty: 5902.212402
	Iteration 48Q: 3 clusters Score -2.045195e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143348 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -20451918.000000 Penalty: 5902.212402
	Iteration 49Q: 3 clusters Score -2.045192e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143424 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -20451968.000000 Penalty: 5902.212402
	Iteration 50Q: 3 clusters Score -2.045197e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143496 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -20452046.000000 Penalty: 5902.212402
	Iteration 51Q: 3 clusters Score -2.045205e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143549 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -20452072.000000 Penalty: 5902.212402
	Iteration 52Q: 3 clusters Score -2.045207e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143610 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -20452162.000000 Penalty: 5902.212402
	Iteration 53Q: 3 clusters Score -2.045216e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143667 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -20452202.000000 Penalty: 5902.212402
	Iteration 54Q: 3 clusters Score -2.04522e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143734 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -20452278.000000 Penalty: 5902.212402
	Iteration 55Q: 3 clusters Score -2.045228e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143801 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -20452366.000000 Penalty: 5902.212402
	Iteration 56Q: 3 clusters Score -2.045237e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143847 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -20452378.000000 Penalty: 5902.212402
	Iteration 57Q: 3 clusters Score -2.045238e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143897 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -20452480.000000 Penalty: 5902.212402
	Iteration 58Q: 3 clusters Score -2.045248e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143951 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -20452482.000000 Penalty: 5902.212402
	Iteration 59Q: 3 clusters Score -2.045248e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143973 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -20452510.000000 Penalty: 5902.212402
	Iteration 60F: 3 clusters Score -2.045251e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143973 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -20452558.000000 Penalty: 5902.212402
	Iteration 61Q: 3 clusters Score -2.045256e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143988 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -20452546.000000 Penalty: 5902.212402
	Iteration 62Q: 3 clusters Score -2.045255e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143994 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -20452576.000000 Penalty: 5902.212402
	Iteration 63Q: 3 clusters Score -2.045258e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143990 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -20452616.000000 Penalty: 5902.212402
	Iteration 64Q: 3 clusters Score -2.045262e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143992 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -20452612.000000 Penalty: 5902.212402
	Iteration 65Q: 3 clusters Score -2.045261e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143997 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -20452606.000000 Penalty: 5902.212402
	Iteration 66Q: 3 clusters Score -2.045261e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144003 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -20452604.000000 Penalty: 5902.212402
	Iteration 67Q: 3 clusters Score -2.04526e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143996 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -20452588.000000 Penalty: 5902.212402
	Iteration 68Q: 3 clusters Score -2.045259e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143990 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -20452580.000000 Penalty: 5902.212402
	Iteration 69Q: 3 clusters Score -2.045258e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143986 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -20452590.000000 Penalty: 5902.212402
	Iteration 70Q: 3 clusters Score -2.045259e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143984 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -20452596.000000 Penalty: 5902.212402
	Iteration 71Q: 3 clusters Score -2.04526e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143980 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -20452604.000000 Penalty: 5902.212402
	Iteration 72Q: 3 clusters Score -2.04526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143982 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -20452606.000000 Penalty: 5902.212402
	Iteration 73Q: 3 clusters Score -2.045261e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143979 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -20452610.000000 Penalty: 5902.212402
	Iteration 74Q: 3 clusters Score -2.045261e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143975 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -20452610.000000 Penalty: 5902.212402
	Iteration 75Q: 3 clusters Score -2.045261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143978 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -20452614.000000 Penalty: 5902.212402
	Iteration 76Q: 3 clusters Score -2.045261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143978 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -20452604.000000 Penalty: 5902.212402
	Iteration 77Q: 3 clusters Score -2.04526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143977 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -20452610.000000 Penalty: 5902.212402
	Iteration 78Q: 3 clusters Score -2.045261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143978 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -20452612.000000 Penalty: 5902.212402
	Iteration 79Q: 3 clusters Score -2.045261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143981 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -20452612.000000 Penalty: 5902.212402
	Iteration 80F: 3 clusters Score -2.045261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143984 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -20452620.000000 Penalty: 5902.212402
	Iteration 81Q: 3 clusters Score -2.045262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143988 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -20452606.000000 Penalty: 5902.212402
	Iteration 82Q: 3 clusters Score -2.045261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143988 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -20452604.000000 Penalty: 5902.212402
	Iteration 83Q: 3 clusters Score -2.04526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143988 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -20452604.000000 Penalty: 5902.212402
	Iteration 84Q: 3 clusters Score -2.04526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143985 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -20452618.000000 Penalty: 5902.212402
	Iteration 85Q: 3 clusters Score -2.045262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143985 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -20452626.000000 Penalty: 5902.212402
	Iteration 86Q: 3 clusters Score -2.045263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143989 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -20452612.000000 Penalty: 5902.212402
	Iteration 87Q: 3 clusters Score -2.045261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143994 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -20452630.000000 Penalty: 5902.212402
	Iteration 88Q: 3 clusters Score -2.045263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143997 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -20452608.000000 Penalty: 5902.212402
	Iteration 89Q: 3 clusters Score -2.045261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143998 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -20452632.000000 Penalty: 5902.212402
	Iteration 90Q: 3 clusters Score -2.045263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143998 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -20452638.000000 Penalty: 5902.212402
	Iteration 91Q: 3 clusters Score -2.045264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143999 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -20452632.000000 Penalty: 5902.212402
	Iteration 92Q: 3 clusters Score -2.045263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143999 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -20452614.000000 Penalty: 5902.212402
	Iteration 93Q: 3 clusters Score -2.045261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143997 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -20452612.000000 Penalty: 5902.212402
	Iteration 94Q: 3 clusters Score -2.045261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143996 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -20452618.000000 Penalty: 5902.212402
	Iteration 95Q: 3 clusters Score -2.045262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144002 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -20452624.000000 Penalty: 5902.212402
	Iteration 96Q: 3 clusters Score -2.045262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144008 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -20452618.000000 Penalty: 5902.212402
	Iteration 97Q: 3 clusters Score -2.045262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144009 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -20452630.000000 Penalty: 5902.212402
	Iteration 98Q: 3 clusters Score -2.045263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144015 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -20452620.000000 Penalty: 5902.212402
	Iteration 99Q: 3 clusters Score -2.045262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144018 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -20452614.000000 Penalty: 5902.212402
	Iteration 100F: 3 clusters Score -2.045261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144022 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -20452622.000000 Penalty: 5902.212402
	Iteration 101Q: 3 clusters Score -2.045262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144023 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -20452622.000000 Penalty: 5902.212402
	Iteration 102Q: 3 clusters Score -2.045262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144029 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -20452642.000000 Penalty: 5902.212402
	Iteration 103Q: 3 clusters Score -2.045264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144038 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -20452646.000000 Penalty: 5902.212402
	Iteration 104Q: 3 clusters Score -2.045265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144046 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -20452642.000000 Penalty: 5902.212402
	Iteration 105Q: 3 clusters Score -2.045264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144053 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -20452650.000000 Penalty: 5902.212402
	Iteration 106Q: 3 clusters Score -2.045265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144052 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -20452654.000000 Penalty: 5902.212402
	Iteration 107Q: 3 clusters Score -2.045265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144054 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -20452644.000000 Penalty: 5902.212402
	Iteration 108Q: 3 clusters Score -2.045264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144058 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -20452652.000000 Penalty: 5902.212402
	Iteration 109Q: 3 clusters Score -2.045265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144060 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -20452652.000000 Penalty: 5902.212402
	Iteration 110Q: 3 clusters Score -2.045265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144062 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -20452642.000000 Penalty: 5902.212402
	Iteration 111Q: 3 clusters Score -2.045264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144062 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -20452660.000000 Penalty: 5902.212402
	Iteration 112Q: 3 clusters Score -2.045266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144066 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -20452662.000000 Penalty: 5902.212402
	Iteration 113Q: 3 clusters Score -2.045266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144068 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -20452644.000000 Penalty: 5902.212402
	Iteration 114Q: 3 clusters Score -2.045264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144069 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -20452660.000000 Penalty: 5902.212402
	Iteration 115Q: 3 clusters Score -2.045266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144070 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -20452666.000000 Penalty: 5902.212402
	Iteration 116Q: 3 clusters Score -2.045267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144070 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -20452660.000000 Penalty: 5902.212402
	Iteration 117Q: 3 clusters Score -2.045266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144072 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -20452652.000000 Penalty: 5902.212402
	Iteration 118Q: 3 clusters Score -2.045265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144077 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -20452640.000000 Penalty: 5902.212402
	Iteration 119Q: 3 clusters Score -2.045264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144079 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -20452658.000000 Penalty: 5902.212402
	Iteration 120F: 3 clusters Score -2.045266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144080 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -20452648.000000 Penalty: 5902.212402
	Iteration 121Q: 3 clusters Score -2.045265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144083 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -20452640.000000 Penalty: 5902.212402
	Iteration 122Q: 3 clusters Score -2.045264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144084 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -20452636.000000 Penalty: 5902.212402
	Iteration 123Q: 3 clusters Score -2.045264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144084 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -20452636.000000 Penalty: 5902.212402
	Iteration 124F: 3 clusters Score -2.045264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 59415 members 
Mstep: Class 3 contains 12284 members 
Mstep: Class 4 contains 43345 members 
Mstep: Class 5 contains 33711 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 67915 members 
Mstep: Class 9 contains 74892 members 
Mstep: Class 10 contains 6595 members 
Mstep: Class 11 contains 144084 members 
Mstep: Class 12 contains 16435 members 
Mstep: Class 13 contains 144688 members 
Mstep: Class 14 contains 164578 members 
Mstep: Class 15 contains 48871 members 
Mstep: Class 16 contains 7292 members 
Mstep: Class 17 contains 11603 members 
Mstep: Class 18 contains 9890 members 
Mstep: Class 19 contains 133473 members 
Mstep: Class 20 contains 9788 members 
Mstep: Class 21 contains 1993 members 
Mstep: Class 22 contains 1626 members 
Mstep: Class 23 contains 488 members 
Mstep: Class 24 contains 198 members 
Mstep: Class 25 contains 37881 members 
Mstep: Class 26 contains 3127 members 
Entering Unmasked Estep 
Score: -142873152.000000 Penalty: 89418.531250
Splitting cluster 11 changes total score from -142866688.000000 to -142873152.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (16435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Entering Unmasked Estep 
Score: -2080713.750000 Penalty: 2407.377930
	Iteration 0F: 2 clusters Score -2080714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2069497.500000 Penalty: 4814.755859
	Iteration 0F: 3 clusters Score -2069498 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2075869.000000 Penalty: 4814.755859
	Iteration 1F: 3 clusters Score -2075869 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2077884.250000 Penalty: 4814.755859
	Iteration 2F: 3 clusters Score -2077884 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2079891.875000 Penalty: 4814.755859
	Iteration 3F: 3 clusters Score -2079892 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2081636.500000 Penalty: 4814.755859
	Iteration 4F: 3 clusters Score -2081636 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2082757.875000 Penalty: 4814.755859
	Iteration 5F: 3 clusters Score -2082758 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2083449.625000 Penalty: 4814.755859
	Iteration 6Q: 3 clusters Score -2083450 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2083807.625000 Penalty: 4814.755859
	Iteration 7Q: 3 clusters Score -2083808 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2083934.500000 Penalty: 4814.755859
	Iteration 8Q: 3 clusters Score -2083934 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2084026.000000 Penalty: 4814.755859
	Iteration 9Q: 3 clusters Score -2084026 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2084088.250000 Penalty: 4814.755859
	Iteration 10Q: 3 clusters Score -2084088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2084124.875000 Penalty: 4814.755859
	Iteration 11Q: 3 clusters Score -2084125 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2084153.625000 Penalty: 4814.755859
	Iteration 12Q: 3 clusters Score -2084154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2084189.000000 Penalty: 4814.755859
	Iteration 13Q: 3 clusters Score -2084189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2084211.500000 Penalty: 4814.755859
	Iteration 14Q: 3 clusters Score -2084212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2084223.125000 Penalty: 4814.755859
	Iteration 15Q: 3 clusters Score -2084223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2084232.500000 Penalty: 4814.755859
	Iteration 16Q: 3 clusters Score -2084232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2084232.250000 Penalty: 4814.755859
	Iteration 17Q: 3 clusters Score -2084232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2084246.875000 Penalty: 4814.755859
	Iteration 18Q: 3 clusters Score -2084247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2084260.875000 Penalty: 4814.755859
	Iteration 19Q: 3 clusters Score -2084261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2084277.250000 Penalty: 4814.755859
	Iteration 20F: 3 clusters Score -2084277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2084301.625000 Penalty: 4814.755859
	Iteration 21Q: 3 clusters Score -2084302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2084322.000000 Penalty: 4814.755859
	Iteration 22Q: 3 clusters Score -2084322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2084341.750000 Penalty: 4814.755859
	Iteration 23Q: 3 clusters Score -2084342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2084364.625000 Penalty: 4814.755859
	Iteration 24Q: 3 clusters Score -2084365 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2084394.750000 Penalty: 4814.755859
	Iteration 25Q: 3 clusters Score -2084395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2084414.375000 Penalty: 4814.755859
	Iteration 26Q: 3 clusters Score -2084414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2084444.375000 Penalty: 4814.755859
	Iteration 27Q: 3 clusters Score -2084444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2084469.375000 Penalty: 4814.755859
	Iteration 28Q: 3 clusters Score -2084469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2084527.875000 Penalty: 4814.755859
	Iteration 29Q: 3 clusters Score -2084528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2084626.250000 Penalty: 4814.755859
	Iteration 30Q: 3 clusters Score -2084626 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2084775.750000 Penalty: 4814.755859
	Iteration 31Q: 3 clusters Score -2084776 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2084885.375000 Penalty: 4814.755859
	Iteration 32Q: 3 clusters Score -2084885 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2084936.000000 Penalty: 4814.755859
	Iteration 33Q: 3 clusters Score -2084936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2084962.375000 Penalty: 4814.755859
	Iteration 34Q: 3 clusters Score -2084962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2084992.250000 Penalty: 4814.755859
	Iteration 35Q: 3 clusters Score -2084992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2085004.750000 Penalty: 4814.755859
	Iteration 36Q: 3 clusters Score -2085005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2085031.750000 Penalty: 4814.755859
	Iteration 37Q: 3 clusters Score -2085032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2085048.375000 Penalty: 4814.755859
	Iteration 38Q: 3 clusters Score -2085048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2085081.250000 Penalty: 4814.755859
	Iteration 39Q: 3 clusters Score -2085081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2085114.875000 Penalty: 4814.755859
	Iteration 40F: 3 clusters Score -2085115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2085128.125000 Penalty: 4814.755859
	Iteration 41Q: 3 clusters Score -2085128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2085131.875000 Penalty: 4814.755859
	Iteration 42Q: 3 clusters Score -2085132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2085134.375000 Penalty: 4814.755859
	Iteration 43Q: 3 clusters Score -2085134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2085133.250000 Penalty: 4814.755859
	Iteration 44Q: 3 clusters Score -2085133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2085135.000000 Penalty: 4814.755859
	Iteration 45Q: 3 clusters Score -2085135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2085134.125000 Penalty: 4814.755859
	Iteration 46Q: 3 clusters Score -2085134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2085134.125000 Penalty: 4814.755859
	Iteration 47F: 3 clusters Score -2085134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 59415 members 
Mstep: Class 3 contains 12284 members 
Mstep: Class 4 contains 43345 members 
Mstep: Class 5 contains 33711 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 67915 members 
Mstep: Class 9 contains 74892 members 
Mstep: Class 10 contains 6595 members 
Mstep: Class 11 contains 144084 members 
Mstep: Class 12 contains 15719 members 
Mstep: Class 13 contains 144688 members 
Mstep: Class 14 contains 164578 members 
Mstep: Class 15 contains 48871 members 
Mstep: Class 16 contains 7292 members 
Mstep: Class 17 contains 11603 members 
Mstep: Class 18 contains 9890 members 
Mstep: Class 19 contains 133473 members 
Mstep: Class 20 contains 9788 members 
Mstep: Class 21 contains 1993 members 
Mstep: Class 22 contains 1626 members 
Mstep: Class 23 contains 488 members 
Mstep: Class 24 contains 198 members 
Mstep: Class 25 contains 37881 members 
Mstep: Class 26 contains 3127 members 
Mstep: Class 27 contains 716 members 
Entering Unmasked Estep 
Score: -142876320.000000 Penalty: 92857.703125
Splitting cluster 12 changes total score from -142866688.000000 to -142876320.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (144688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144688 members 
Entering Unmasked Estep 
Score: -20115602.000000 Penalty: 2946.819092
	Iteration 0F: 2 clusters Score -2.01156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71998 members 
Mstep: Class 2 contains 72690 members 
Entering Unmasked Estep 
Score: -20021900.000000 Penalty: 5893.638184
	Iteration 0F: 3 clusters Score -2.00219e+07 nChanged 68917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68469 members 
Mstep: Class 2 contains 76219 members 
Entering Unmasked Estep 
Score: -20061790.000000 Penalty: 5893.638184
	Iteration 1F: 3 clusters Score -2.006179e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66111 members 
Mstep: Class 2 contains 78577 members 
Entering Unmasked Estep 
Score: -20062762.000000 Penalty: 5893.638184
	Iteration 2Q: 3 clusters Score -2.006276e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62498 members 
Mstep: Class 2 contains 82190 members 
Entering Unmasked Estep 
Score: -20064196.000000 Penalty: 5893.638184
	Iteration 3Q: 3 clusters Score -2.00642e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 87675 members 
Entering Unmasked Estep 
Score: -20066514.000000 Penalty: 5893.638184
	Iteration 4Q: 3 clusters Score -2.006651e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 95829 members 
Entering Unmasked Estep 
Score: -20071042.000000 Penalty: 5893.638184
	Iteration 5F: 3 clusters Score -2.007104e+07 nChanged 11359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 107162 members 
Entering Unmasked Estep 
Score: -20078940.000000 Penalty: 5893.638184
	Iteration 6F: 3 clusters Score -2.007894e+07 nChanged 13629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 120785 members 
Entering Unmasked Estep 
Score: -20090624.000000 Penalty: 5893.638184
	Iteration 7F: 3 clusters Score -2.009062e+07 nChanged 12486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 133271 members 
Entering Unmasked Estep 
Score: -20102200.000000 Penalty: 5893.638184
	Iteration 8F: 3 clusters Score -2.01022e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 140614 members 
Entering Unmasked Estep 
Score: -20109082.000000 Penalty: 5893.638184
	Iteration 9F: 3 clusters Score -2.010908e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 143368 members 
Entering Unmasked Estep 
Score: -20111638.000000 Penalty: 5893.638184
	Iteration 10Q: 3 clusters Score -2.011164e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 144107 members 
Entering Unmasked Estep 
Score: -20112438.000000 Penalty: 5893.638184
	Iteration 11Q: 3 clusters Score -2.011244e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 144280 members 
Entering Unmasked Estep 
Score: -20112728.000000 Penalty: 5893.638184
	Iteration 12Q: 3 clusters Score -2.011273e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 144330 members 
Entering Unmasked Estep 
Score: -20112860.000000 Penalty: 5893.638184
	Iteration 13Q: 3 clusters Score -2.011286e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 144343 members 
Entering Unmasked Estep 
Score: -20112890.000000 Penalty: 5893.638184
	Iteration 14Q: 3 clusters Score -2.011289e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 144362 members 
Entering Unmasked Estep 
Score: -20112920.000000 Penalty: 5893.638184
	Iteration 15Q: 3 clusters Score -2.011292e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 144371 members 
Entering Unmasked Estep 
Score: -20112964.000000 Penalty: 5893.638184
	Iteration 16Q: 3 clusters Score -2.011296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 144374 members 
Entering Unmasked Estep 
Score: -20112970.000000 Penalty: 5893.638184
	Iteration 17Q: 3 clusters Score -2.011297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 144380 members 
Entering Unmasked Estep 
Score: -20112992.000000 Penalty: 5893.638184
	Iteration 18Q: 3 clusters Score -2.011299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 144383 members 
Entering Unmasked Estep 
Score: -20113002.000000 Penalty: 5893.638184
	Iteration 19Q: 3 clusters Score -2.0113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 144384 members 
Entering Unmasked Estep 
Score: -20113008.000000 Penalty: 5893.638184
	Iteration 20F: 3 clusters Score -2.011301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 144384 members 
Entering Unmasked Estep 
Score: -20113006.000000 Penalty: 5893.638184
	Iteration 21Q: 3 clusters Score -2.011301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 144384 members 
Entering Unmasked Estep 
Score: -20113008.000000 Penalty: 5893.638184
	Iteration 22Q: 3 clusters Score -2.011301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 144389 members 
Entering Unmasked Estep 
Score: -20113018.000000 Penalty: 5893.638184
	Iteration 23Q: 3 clusters Score -2.011302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 144389 members 
Entering Unmasked Estep 
Score: -20113026.000000 Penalty: 5893.638184
	Iteration 24Q: 3 clusters Score -2.011303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 144391 members 
Entering Unmasked Estep 
Score: -20113022.000000 Penalty: 5893.638184
	Iteration 25Q: 3 clusters Score -2.011302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 144392 members 
Entering Unmasked Estep 
Score: -20113018.000000 Penalty: 5893.638184
	Iteration 26Q: 3 clusters Score -2.011302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 144394 members 
Entering Unmasked Estep 
Score: -20113024.000000 Penalty: 5893.638184
	Iteration 27Q: 3 clusters Score -2.011302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 144395 members 
Entering Unmasked Estep 
Score: -20113026.000000 Penalty: 5893.638184
	Iteration 28Q: 3 clusters Score -2.011303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 144396 members 
Entering Unmasked Estep 
Score: -20113028.000000 Penalty: 5893.638184
	Iteration 29Q: 3 clusters Score -2.011303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 144397 members 
Entering Unmasked Estep 
Score: -20113036.000000 Penalty: 5893.638184
	Iteration 30Q: 3 clusters Score -2.011304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 144398 members 
Entering Unmasked Estep 
Score: -20113034.000000 Penalty: 5893.638184
	Iteration 31Q: 3 clusters Score -2.011303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 144398 members 
Entering Unmasked Estep 
Score: -20113034.000000 Penalty: 5893.638184
	Iteration 32F: 3 clusters Score -2.011303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (164578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164578 members 
Entering Unmasked Estep 
Score: -22796934.000000 Penalty: 2978.762695
	Iteration 0F: 2 clusters Score -2.279693e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82055 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -22694206.000000 Penalty: 5957.525391
	Iteration 0F: 3 clusters Score -2.269421e+07 nChanged 79173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78268 members 
Mstep: Class 2 contains 86310 members 
Entering Unmasked Estep 
Score: -22740702.000000 Penalty: 5957.525391
	Iteration 1F: 3 clusters Score -2.27407e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75547 members 
Mstep: Class 2 contains 89031 members 
Entering Unmasked Estep 
Score: -22741822.000000 Penalty: 5957.525391
	Iteration 2Q: 3 clusters Score -2.274182e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71355 members 
Mstep: Class 2 contains 93223 members 
Entering Unmasked Estep 
Score: -22743616.000000 Penalty: 5957.525391
	Iteration 3Q: 3 clusters Score -2.274362e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65103 members 
Mstep: Class 2 contains 99475 members 
Entering Unmasked Estep 
Score: -22746542.000000 Penalty: 5957.525391
	Iteration 4Q: 3 clusters Score -2.274654e+07 nChanged 9731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55996 members 
Mstep: Class 2 contains 108582 members 
Entering Unmasked Estep 
Score: -22751872.000000 Penalty: 5957.525391
	Iteration 5F: 3 clusters Score -2.275187e+07 nChanged 12908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 121000 members 
Entering Unmasked Estep 
Score: -22760772.000000 Penalty: 5957.525391
	Iteration 6F: 3 clusters Score -2.276077e+07 nChanged 14708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 135430 members 
Entering Unmasked Estep 
Score: -22772188.000000 Penalty: 5957.525391
	Iteration 7F: 3 clusters Score -2.277219e+07 nChanged 13232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 148528 members 
Entering Unmasked Estep 
Score: -22782808.000000 Penalty: 5957.525391
	Iteration 8F: 3 clusters Score -2.278281e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 156970 members 
Entering Unmasked Estep 
Score: -22789406.000000 Penalty: 5957.525391
	Iteration 9F: 3 clusters Score -2.278941e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 161143 members 
Entering Unmasked Estep 
Score: -22792496.000000 Penalty: 5957.525391
	Iteration 10Q: 3 clusters Score -2.27925e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 162844 members 
Entering Unmasked Estep 
Score: -22793534.000000 Penalty: 5957.525391
	Iteration 11Q: 3 clusters Score -2.279353e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 163506 members 
Entering Unmasked Estep 
Score: -22793958.000000 Penalty: 5957.525391
	Iteration 12Q: 3 clusters Score -2.279396e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 163750 members 
Entering Unmasked Estep 
Score: -22794168.000000 Penalty: 5957.525391
	Iteration 13Q: 3 clusters Score -2.279417e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 163881 members 
Entering Unmasked Estep 
Score: -22794266.000000 Penalty: 5957.525391
	Iteration 14Q: 3 clusters Score -2.279427e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 163955 members 
Entering Unmasked Estep 
Score: -22794352.000000 Penalty: 5957.525391
	Iteration 15Q: 3 clusters Score -2.279435e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 163988 members 
Entering Unmasked Estep 
Score: -22794476.000000 Penalty: 5957.525391
	Iteration 16Q: 3 clusters Score -2.279448e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 164020 members 
Entering Unmasked Estep 
Score: -22794462.000000 Penalty: 5957.525391
	Iteration 17Q: 3 clusters Score -2.279446e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 164029 members 
Entering Unmasked Estep 
Score: -22794504.000000 Penalty: 5957.525391
	Iteration 18Q: 3 clusters Score -2.27945e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 164035 members 
Entering Unmasked Estep 
Score: -22794496.000000 Penalty: 5957.525391
	Iteration 19Q: 3 clusters Score -2.27945e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 164045 members 
Entering Unmasked Estep 
Score: -22794514.000000 Penalty: 5957.525391
	Iteration 20F: 3 clusters Score -2.279451e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 164046 members 
Entering Unmasked Estep 
Score: -22794538.000000 Penalty: 5957.525391
	Iteration 21Q: 3 clusters Score -2.279454e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 164041 members 
Entering Unmasked Estep 
Score: -22794568.000000 Penalty: 5957.525391
	Iteration 22Q: 3 clusters Score -2.279457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 164040 members 
Entering Unmasked Estep 
Score: -22794554.000000 Penalty: 5957.525391
	Iteration 23Q: 3 clusters Score -2.279455e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 164035 members 
Entering Unmasked Estep 
Score: -22794556.000000 Penalty: 5957.525391
	Iteration 24Q: 3 clusters Score -2.279456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 164031 members 
Entering Unmasked Estep 
Score: -22794580.000000 Penalty: 5957.525391
	Iteration 25Q: 3 clusters Score -2.279458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 164028 members 
Entering Unmasked Estep 
Score: -22794594.000000 Penalty: 5957.525391
	Iteration 26Q: 3 clusters Score -2.279459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 164026 members 
Entering Unmasked Estep 
Score: -22794584.000000 Penalty: 5957.525391
	Iteration 27Q: 3 clusters Score -2.279458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 164028 members 
Entering Unmasked Estep 
Score: -22794568.000000 Penalty: 5957.525391
	Iteration 28Q: 3 clusters Score -2.279457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 164030 members 
Entering Unmasked Estep 
Score: -22794582.000000 Penalty: 5957.525391
	Iteration 29Q: 3 clusters Score -2.279458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 164031 members 
Entering Unmasked Estep 
Score: -22794586.000000 Penalty: 5957.525391
	Iteration 30Q: 3 clusters Score -2.279459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 164035 members 
Entering Unmasked Estep 
Score: -22794590.000000 Penalty: 5957.525391
	Iteration 31Q: 3 clusters Score -2.279459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 164034 members 
Entering Unmasked Estep 
Score: -22794596.000000 Penalty: 5957.525391
	Iteration 32Q: 3 clusters Score -2.27946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 164033 members 
Entering Unmasked Estep 
Score: -22794596.000000 Penalty: 5957.525391
	Iteration 33Q: 3 clusters Score -2.27946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 164033 members 
Entering Unmasked Estep 
Score: -22794592.000000 Penalty: 5957.525391
	Iteration 34Q: 3 clusters Score -2.279459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 164033 members 
Entering Unmasked Estep 
Score: -22794592.000000 Penalty: 5957.525391
	Iteration 35F: 3 clusters Score -2.279459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Entering Unmasked Estep 
Score: -6813179.500000 Penalty: 2677.641113
	Iteration 0F: 2 clusters Score -6813180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -6780165.000000 Penalty: 5355.282227
	Iteration 0F: 3 clusters Score -6780165 nChanged 22768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -6792784.000000 Penalty: 5355.282227
	Iteration 1F: 3 clusters Score -6792784 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -6793510.000000 Penalty: 5355.282227
	Iteration 2Q: 3 clusters Score -6793510 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -6794363.500000 Penalty: 5355.282227
	Iteration 3Q: 3 clusters Score -6794364 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -6795345.500000 Penalty: 5355.282227
	Iteration 4Q: 3 clusters Score -6795346 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -6796676.000000 Penalty: 5355.282227
	Iteration 5Q: 3 clusters Score -6796676 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -6798562.000000 Penalty: 5355.282227
	Iteration 6F: 3 clusters Score -6798562 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -6801299.500000 Penalty: 5355.282227
	Iteration 7F: 3 clusters Score -6801300 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -6804349.000000 Penalty: 5355.282227
	Iteration 8F: 3 clusters Score -6804349 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -6807111.500000 Penalty: 5355.282227
	Iteration 9F: 3 clusters Score -6807112 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -6808925.000000 Penalty: 5355.282227
	Iteration 10Q: 3 clusters Score -6808925 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6809943.000000 Penalty: 5355.282227
	Iteration 11Q: 3 clusters Score -6809943 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6810437.500000 Penalty: 5355.282227
	Iteration 12Q: 3 clusters Score -6810438 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6810648.500000 Penalty: 5355.282227
	Iteration 13Q: 3 clusters Score -6810648 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6810784.000000 Penalty: 5355.282227
	Iteration 14Q: 3 clusters Score -6810784 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6810831.000000 Penalty: 5355.282227
	Iteration 15Q: 3 clusters Score -6810831 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6810868.500000 Penalty: 5355.282227
	Iteration 16Q: 3 clusters Score -6810868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6810892.000000 Penalty: 5355.282227
	Iteration 17Q: 3 clusters Score -6810892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6810926.000000 Penalty: 5355.282227
	Iteration 18Q: 3 clusters Score -6810926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6810937.000000 Penalty: 5355.282227
	Iteration 19Q: 3 clusters Score -6810937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6810951.000000 Penalty: 5355.282227
	Iteration 20F: 3 clusters Score -6810951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6810961.000000 Penalty: 5355.282227
	Iteration 21Q: 3 clusters Score -6810961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6810958.500000 Penalty: 5355.282227
	Iteration 22Q: 3 clusters Score -6810958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6810966.000000 Penalty: 5355.282227
	Iteration 23Q: 3 clusters Score -6810966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6810967.000000 Penalty: 5355.282227
	Iteration 24Q: 3 clusters Score -6810967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6810969.500000 Penalty: 5355.282227
	Iteration 25Q: 3 clusters Score -6810970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6810972.500000 Penalty: 5355.282227
	Iteration 26Q: 3 clusters Score -6810972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6810974.500000 Penalty: 5355.282227
	Iteration 27Q: 3 clusters Score -6810974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6810973.000000 Penalty: 5355.282227
	Iteration 28Q: 3 clusters Score -6810973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6810981.500000 Penalty: 5355.282227
	Iteration 29Q: 3 clusters Score -6810982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6810981.500000 Penalty: 5355.282227
	Iteration 30F: 3 clusters Score -6810982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Entering Unmasked Estep 
Score: -1017422.937500 Penalty: 2205.844238
	Iteration 0F: 2 clusters Score -1017423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1011511.000000 Penalty: 4411.688477
	Iteration 0F: 3 clusters Score -1011511 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1013252.250000 Penalty: 4411.688477
	Iteration 1F: 3 clusters Score -1013252 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1013627.875000 Penalty: 4411.688477
	Iteration 2F: 3 clusters Score -1013628 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1013966.437500 Penalty: 4411.688477
	Iteration 3F: 3 clusters Score -1013966 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1014269.187500 Penalty: 4411.688477
	Iteration 4F: 3 clusters Score -1014269 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1014651.875000 Penalty: 4411.688477
	Iteration 5F: 3 clusters Score -1014652 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1015132.937500 Penalty: 4411.688477
	Iteration 6F: 3 clusters Score -1015133 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1015738.312500 Penalty: 4411.688477
	Iteration 7F: 3 clusters Score -1015738 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1016334.250000 Penalty: 4411.688477
	Iteration 8F: 3 clusters Score -1016334 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1016753.687500 Penalty: 4411.688477
	Iteration 9F: 3 clusters Score -1016754 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1016970.562500 Penalty: 4411.688477
	Iteration 10Q: 3 clusters Score -1016971 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1017038.062500 Penalty: 4411.688477
	Iteration 11Q: 3 clusters Score -1017038 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1017064.000000 Penalty: 4411.688477
	Iteration 12Q: 3 clusters Score -1017064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1017075.062500 Penalty: 4411.688477
	Iteration 13Q: 3 clusters Score -1017075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1017078.812500 Penalty: 4411.688477
	Iteration 14Q: 3 clusters Score -1017079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1017080.875000 Penalty: 4411.688477
	Iteration 15Q: 3 clusters Score -1017081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1017082.437500 Penalty: 4411.688477
	Iteration 16Q: 3 clusters Score -1017082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1017082.437500 Penalty: 4411.688477
	Iteration 17Q: 3 clusters Score -1017082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1017084.000000 Penalty: 4411.688477
	Iteration 18Q: 3 clusters Score -1017084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1017083.625000 Penalty: 4411.688477
	Iteration 19Q: 3 clusters Score -1017084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1017084.187500 Penalty: 4411.688477
	Iteration 20F: 3 clusters Score -1017084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1017085.750000 Penalty: 4411.688477
	Iteration 21Q: 3 clusters Score -1017086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1017087.312500 Penalty: 4411.688477
	Iteration 22Q: 3 clusters Score -1017087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1017086.750000 Penalty: 4411.688477
	Iteration 23Q: 3 clusters Score -1017087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1017087.812500 Penalty: 4411.688477
	Iteration 24Q: 3 clusters Score -1017088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1017087.812500 Penalty: 4411.688477
	Iteration 25F: 3 clusters Score -1017088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Entering Unmasked Estep 
Score: -1308099.750000 Penalty: 2281.421387
	Iteration 0F: 2 clusters Score -1308100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1300482.250000 Penalty: 4562.842773
	Iteration 0F: 3 clusters Score -1300482 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1302879.625000 Penalty: 4562.842773
	Iteration 1F: 3 clusters Score -1302880 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1303480.500000 Penalty: 4562.842773
	Iteration 2F: 3 clusters Score -1303480 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1304340.500000 Penalty: 4562.842773
	Iteration 3F: 3 clusters Score -1304340 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1305869.375000 Penalty: 4562.842773
	Iteration 4F: 3 clusters Score -1305869 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1307740.625000 Penalty: 4562.842773
	Iteration 5F: 3 clusters Score -1307741 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1309103.875000 Penalty: 4562.842773
	Iteration 6F: 3 clusters Score -1309104 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1309697.500000 Penalty: 4562.842773
	Iteration 7F: 3 clusters Score -1309698 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1310018.125000 Penalty: 4562.842773
	Iteration 8Q: 3 clusters Score -1310018 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1310273.250000 Penalty: 4562.842773
	Iteration 9Q: 3 clusters Score -1310273 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1310503.750000 Penalty: 4562.842773
	Iteration 10Q: 3 clusters Score -1310504 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1310742.250000 Penalty: 4562.842773
	Iteration 11Q: 3 clusters Score -1310742 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1310995.125000 Penalty: 4562.842773
	Iteration 12Q: 3 clusters Score -1310995 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1311238.500000 Penalty: 4562.842773
	Iteration 13Q: 3 clusters Score -1311238 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1311476.375000 Penalty: 4562.842773
	Iteration 14Q: 3 clusters Score -1311476 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1311725.625000 Penalty: 4562.842773
	Iteration 15Q: 3 clusters Score -1311726 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1311978.375000 Penalty: 4562.842773
	Iteration 16Q: 3 clusters Score -1311978 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1312262.750000 Penalty: 4562.842773
	Iteration 17Q: 3 clusters Score -1312263 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1312737.375000 Penalty: 4562.842773
	Iteration 18Q: 3 clusters Score -1312737 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1313201.375000 Penalty: 4562.842773
	Iteration 19Q: 3 clusters Score -1313201 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1313326.000000 Penalty: 4562.842773
	Iteration 20F: 3 clusters Score -1313326 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1313374.625000 Penalty: 4562.842773
	Iteration 21Q: 3 clusters Score -1313375 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1313396.000000 Penalty: 4562.842773
	Iteration 22Q: 3 clusters Score -1313396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1313406.875000 Penalty: 4562.842773
	Iteration 23Q: 3 clusters Score -1313407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1313415.375000 Penalty: 4562.842773
	Iteration 24Q: 3 clusters Score -1313415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1313417.375000 Penalty: 4562.842773
	Iteration 25Q: 3 clusters Score -1313417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1313420.750000 Penalty: 4562.842773
	Iteration 26Q: 3 clusters Score -1313421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1313425.875000 Penalty: 4562.842773
	Iteration 27Q: 3 clusters Score -1313426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1313429.500000 Penalty: 4562.842773
	Iteration 28Q: 3 clusters Score -1313430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1313432.250000 Penalty: 4562.842773
	Iteration 29Q: 3 clusters Score -1313432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1313431.625000 Penalty: 4562.842773
	Iteration 30Q: 3 clusters Score -1313432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1313431.625000 Penalty: 4562.842773
	Iteration 31F: 3 clusters Score -1313432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 59415 members 
Mstep: Class 3 contains 12284 members 
Mstep: Class 4 contains 43345 members 
Mstep: Class 5 contains 33711 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 67915 members 
Mstep: Class 9 contains 74892 members 
Mstep: Class 10 contains 6595 members 
Mstep: Class 11 contains 144084 members 
Mstep: Class 12 contains 15719 members 
Mstep: Class 13 contains 144688 members 
Mstep: Class 14 contains 164578 members 
Mstep: Class 15 contains 48871 members 
Mstep: Class 16 contains 7292 members 
Mstep: Class 17 contains 11603 members 
Mstep: Class 18 contains 3488 members 
Mstep: Class 19 contains 133473 members 
Mstep: Class 20 contains 9788 members 
Mstep: Class 21 contains 1993 members 
Mstep: Class 22 contains 1626 members 
Mstep: Class 23 contains 488 members 
Mstep: Class 24 contains 198 members 
Mstep: Class 25 contains 37881 members 
Mstep: Class 26 contains 3127 members 
Mstep: Class 27 contains 716 members 
Mstep: Class 28 contains 6402 members 
Entering Unmasked Estep 
Score: -142879792.000000 Penalty: 96296.875000
Splitting cluster 18 changes total score from -142866688.000000 to -142879792.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (133473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133473 members 
Entering Unmasked Estep 
Score: -18625614.000000 Penalty: 2926.810303
	Iteration 0F: 2 clusters Score -1.862561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66835 members 
Mstep: Class 2 contains 66638 members 
Entering Unmasked Estep 
Score: -18538532.000000 Penalty: 5853.620605
	Iteration 0F: 3 clusters Score -1.853853e+07 nChanged 63671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69234 members 
Mstep: Class 2 contains 64239 members 
Entering Unmasked Estep 
Score: -18575516.000000 Penalty: 5853.620605
	Iteration 1F: 3 clusters Score -1.857552e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70638 members 
Mstep: Class 2 contains 62835 members 
Entering Unmasked Estep 
Score: -18576784.000000 Penalty: 5853.620605
	Iteration 2Q: 3 clusters Score -1.857678e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72593 members 
Mstep: Class 2 contains 60880 members 
Entering Unmasked Estep 
Score: -18578280.000000 Penalty: 5853.620605
	Iteration 3Q: 3 clusters Score -1.857828e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75403 members 
Mstep: Class 2 contains 58070 members 
Entering Unmasked Estep 
Score: -18580310.000000 Penalty: 5853.620605
	Iteration 4Q: 3 clusters Score -1.858031e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79223 members 
Mstep: Class 2 contains 54250 members 
Entering Unmasked Estep 
Score: -18583290.000000 Penalty: 5853.620605
	Iteration 5Q: 3 clusters Score -1.858329e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84091 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -18587474.000000 Penalty: 5853.620605
	Iteration 6F: 3 clusters Score -1.858747e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89896 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -18592706.000000 Penalty: 5853.620605
	Iteration 7F: 3 clusters Score -1.859271e+07 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96128 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -18598472.000000 Penalty: 5853.620605
	Iteration 8F: 3 clusters Score -1.859847e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101958 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -18604214.000000 Penalty: 5853.620605
	Iteration 9F: 3 clusters Score -1.860421e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106834 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -18608928.000000 Penalty: 5853.620605
	Iteration 10Q: 3 clusters Score -1.860893e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110746 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -18612320.000000 Penalty: 5853.620605
	Iteration 11Q: 3 clusters Score -1.861232e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113829 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -18614528.000000 Penalty: 5853.620605
	Iteration 12Q: 3 clusters Score -1.861453e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116454 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -18616010.000000 Penalty: 5853.620605
	Iteration 13Q: 3 clusters Score -1.861601e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118704 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -18617062.000000 Penalty: 5853.620605
	Iteration 14Q: 3 clusters Score -1.861706e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120672 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -18617880.000000 Penalty: 5853.620605
	Iteration 15Q: 3 clusters Score -1.861788e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122460 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -18618642.000000 Penalty: 5853.620605
	Iteration 16Q: 3 clusters Score -1.861864e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124038 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -18619438.000000 Penalty: 5853.620605
	Iteration 17Q: 3 clusters Score -1.861944e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125406 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -18620060.000000 Penalty: 5853.620605
	Iteration 18Q: 3 clusters Score -1.862006e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126612 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -18620646.000000 Penalty: 5853.620605
	Iteration 19Q: 3 clusters Score -1.862065e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127653 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -18621214.000000 Penalty: 5853.620605
	Iteration 20F: 3 clusters Score -1.862121e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128507 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -18621670.000000 Penalty: 5853.620605
	Iteration 21Q: 3 clusters Score -1.862167e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129194 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -18621928.000000 Penalty: 5853.620605
	Iteration 22Q: 3 clusters Score -1.862193e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129745 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -18622134.000000 Penalty: 5853.620605
	Iteration 23Q: 3 clusters Score -1.862213e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130214 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -18622382.000000 Penalty: 5853.620605
	Iteration 24Q: 3 clusters Score -1.862238e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130578 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -18622554.000000 Penalty: 5853.620605
	Iteration 25Q: 3 clusters Score -1.862255e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130891 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -18622628.000000 Penalty: 5853.620605
	Iteration 26Q: 3 clusters Score -1.862263e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131136 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -18622718.000000 Penalty: 5853.620605
	Iteration 27Q: 3 clusters Score -1.862272e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131307 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -18622790.000000 Penalty: 5853.620605
	Iteration 28Q: 3 clusters Score -1.862279e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131439 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -18622814.000000 Penalty: 5853.620605
	Iteration 29Q: 3 clusters Score -1.862281e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131571 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -18622866.000000 Penalty: 5853.620605
	Iteration 30Q: 3 clusters Score -1.862287e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131677 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -18622936.000000 Penalty: 5853.620605
	Iteration 31Q: 3 clusters Score -1.862294e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131753 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -18622976.000000 Penalty: 5853.620605
	Iteration 32Q: 3 clusters Score -1.862298e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131811 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -18622998.000000 Penalty: 5853.620605
	Iteration 33Q: 3 clusters Score -1.8623e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131862 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -18623032.000000 Penalty: 5853.620605
	Iteration 34Q: 3 clusters Score -1.862303e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131906 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -18623044.000000 Penalty: 5853.620605
	Iteration 35Q: 3 clusters Score -1.862304e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131942 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -18623078.000000 Penalty: 5853.620605
	Iteration 36Q: 3 clusters Score -1.862308e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131970 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -18623136.000000 Penalty: 5853.620605
	Iteration 37Q: 3 clusters Score -1.862314e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131990 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -18623146.000000 Penalty: 5853.620605
	Iteration 38Q: 3 clusters Score -1.862315e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132008 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -18623132.000000 Penalty: 5853.620605
	Iteration 39Q: 3 clusters Score -1.862313e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132026 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -18623146.000000 Penalty: 5853.620605
	Iteration 40F: 3 clusters Score -1.862315e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132053 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -18623152.000000 Penalty: 5853.620605
	Iteration 41Q: 3 clusters Score -1.862315e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132077 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -18623132.000000 Penalty: 5853.620605
	Iteration 42Q: 3 clusters Score -1.862313e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132091 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -18623142.000000 Penalty: 5853.620605
	Iteration 43Q: 3 clusters Score -1.862314e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132104 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -18623146.000000 Penalty: 5853.620605
	Iteration 44Q: 3 clusters Score -1.862315e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132114 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -18623146.000000 Penalty: 5853.620605
	Iteration 45Q: 3 clusters Score -1.862315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132120 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -18623168.000000 Penalty: 5853.620605
	Iteration 46Q: 3 clusters Score -1.862317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132125 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -18623160.000000 Penalty: 5853.620605
	Iteration 47Q: 3 clusters Score -1.862316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132131 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -18623160.000000 Penalty: 5853.620605
	Iteration 48Q: 3 clusters Score -1.862316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132133 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -18623170.000000 Penalty: 5853.620605
	Iteration 49Q: 3 clusters Score -1.862317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132138 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -18623164.000000 Penalty: 5853.620605
	Iteration 50Q: 3 clusters Score -1.862316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132139 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -18623152.000000 Penalty: 5853.620605
	Iteration 51Q: 3 clusters Score -1.862315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132141 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -18623158.000000 Penalty: 5853.620605
	Iteration 52Q: 3 clusters Score -1.862316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132146 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -18623168.000000 Penalty: 5853.620605
	Iteration 53Q: 3 clusters Score -1.862317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132149 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -18623178.000000 Penalty: 5853.620605
	Iteration 54Q: 3 clusters Score -1.862318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132156 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -18623174.000000 Penalty: 5853.620605
	Iteration 55Q: 3 clusters Score -1.862317e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132167 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -18623178.000000 Penalty: 5853.620605
	Iteration 56Q: 3 clusters Score -1.862318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132174 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -18623186.000000 Penalty: 5853.620605
	Iteration 57Q: 3 clusters Score -1.862319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132179 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -18623182.000000 Penalty: 5853.620605
	Iteration 58Q: 3 clusters Score -1.862318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132180 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -18623194.000000 Penalty: 5853.620605
	Iteration 59Q: 3 clusters Score -1.862319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132185 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -18623192.000000 Penalty: 5853.620605
	Iteration 60F: 3 clusters Score -1.862319e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132192 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -18623186.000000 Penalty: 5853.620605
	Iteration 61Q: 3 clusters Score -1.862319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132194 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -18623176.000000 Penalty: 5853.620605
	Iteration 62Q: 3 clusters Score -1.862318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132198 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -18623186.000000 Penalty: 5853.620605
	Iteration 63Q: 3 clusters Score -1.862319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132202 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -18623194.000000 Penalty: 5853.620605
	Iteration 64Q: 3 clusters Score -1.862319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132206 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -18623204.000000 Penalty: 5853.620605
	Iteration 65Q: 3 clusters Score -1.86232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132212 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -18623182.000000 Penalty: 5853.620605
	Iteration 66Q: 3 clusters Score -1.862318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132215 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -18623190.000000 Penalty: 5853.620605
	Iteration 67Q: 3 clusters Score -1.862319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132220 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -18623194.000000 Penalty: 5853.620605
	Iteration 68Q: 3 clusters Score -1.862319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132225 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -18623192.000000 Penalty: 5853.620605
	Iteration 69Q: 3 clusters Score -1.862319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132229 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -18623182.000000 Penalty: 5853.620605
	Iteration 70Q: 3 clusters Score -1.862318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132230 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -18623176.000000 Penalty: 5853.620605
	Iteration 71Q: 3 clusters Score -1.862318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132230 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -18623176.000000 Penalty: 5853.620605
	Iteration 72F: 3 clusters Score -1.862318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 59415 members 
Mstep: Class 3 contains 12284 members 
Mstep: Class 4 contains 43345 members 
Mstep: Class 5 contains 33711 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 67915 members 
Mstep: Class 9 contains 74892 members 
Mstep: Class 10 contains 6595 members 
Mstep: Class 11 contains 144084 members 
Mstep: Class 12 contains 15719 members 
Mstep: Class 13 contains 144688 members 
Mstep: Class 14 contains 164578 members 
Mstep: Class 15 contains 48871 members 
Mstep: Class 16 contains 7292 members 
Mstep: Class 18 contains 3488 members 
Mstep: Class 19 contains 133473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 1781.072266 but Gain 3439.171875
Score: -142888544.000000 Penalty: 92857.703125
Iteration 39Q: 28 clusters Score -1.428885e+08 nChanged 19442
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 59125 members 
Mstep: Class 3 contains 12216 members 
Mstep: Class 4 contains 43636 members 
Mstep: Class 5 contains 34386 members 
Mstep: Class 6 contains 1078 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 67869 members 
Mstep: Class 9 contains 75113 members 
Mstep: Class 10 contains 6680 members 
Mstep: Class 11 contains 143891 members 
Mstep: Class 12 contains 16761 members 
Mstep: Class 13 contains 144829 members 
Mstep: Class 14 contains 163898 members 
Mstep: Class 15 contains 48982 members 
Mstep: Class 16 contains 7218 members 
Mstep: Class 17 contains 11458 members 
Mstep: Class 18 contains 3604 members 
Mstep: Class 19 contains 134256 members 
Mstep: Class 20 contains 8736 members 
Mstep: Class 21 contains 2124 members 
Mstep: Class 22 contains 1669 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 25 contains 36922 members 
Mstep: Class 26 contains 3148 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 6159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142895488.000000 Penalty: 92857.703125
Iteration 40F: 28 clusters Score -1.428955e+08 nChanged 14839
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 58627 members 
Mstep: Class 3 contains 12169 members 
Mstep: Class 4 contains 43775 members 
Mstep: Class 5 contains 34852 members 
Mstep: Class 6 contains 1013 members 
Mstep: Class 7 contains 1110 members 
Mstep: Class 8 contains 67265 members 
Mstep: Class 9 contains 75115 members 
Mstep: Class 10 contains 6725 members 
Mstep: Class 11 contains 142961 members 
Mstep: Class 12 contains 17023 members 
Mstep: Class 13 contains 145110 members 
Mstep: Class 14 contains 163345 members 
Mstep: Class 15 contains 48899 members 
Mstep: Class 16 contains 7256 members 
Mstep: Class 17 contains 11593 members 
Mstep: Class 18 contains 3505 members 
Mstep: Class 19 contains 134308 members 
Mstep: Class 20 contains 9345 members 
Mstep: Class 21 contains 2119 members 
Mstep: Class 22 contains 2066 members 
Mstep: Class 23 contains 487 members 
Mstep: Class 25 contains 36862 members 
Mstep: Class 26 contains 3261 members 
Mstep: Class 27 contains 1021 members 
Mstep: Class 28 contains 6398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142899664.000000 Penalty: 92857.703125
Iteration 41Q: 28 clusters Score -1.428997e+08 nChanged 10938
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 58270 members 
Mstep: Class 3 contains 12158 members 
Mstep: Class 4 contains 43873 members 
Mstep: Class 5 contains 35371 members 
Mstep: Class 6 contains 975 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 66888 members 
Mstep: Class 9 contains 75077 members 
Mstep: Class 10 contains 6764 members 
Mstep: Class 11 contains 142282 members 
Mstep: Class 12 contains 17287 members 
Mstep: Class 13 contains 145476 members 
Mstep: Class 14 contains 162467 members 
Mstep: Class 15 contains 48811 members 
Mstep: Class 16 contains 7326 members 
Mstep: Class 17 contains 11699 members 
Mstep: Class 18 contains 3400 members 
Mstep: Class 19 contains 134585 members 
Mstep: Class 20 contains 9753 members 
Mstep: Class 21 contains 2125 members 
Mstep: Class 22 contains 2370 members 
Mstep: Class 23 contains 489 members 
Mstep: Class 25 contains 36735 members 
Mstep: Class 26 contains 3284 members 
Mstep: Class 27 contains 1202 members 
Mstep: Class 28 contains 6469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142902432.000000 Penalty: 92857.703125
Iteration 42Q: 28 clusters Score -1.429024e+08 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 57982 members 
Mstep: Class 3 contains 12146 members 
Mstep: Class 4 contains 43969 members 
Mstep: Class 5 contains 35877 members 
Mstep: Class 6 contains 951 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 66621 members 
Mstep: Class 9 contains 74994 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 141656 members 
Mstep: Class 12 contains 17468 members 
Mstep: Class 13 contains 145837 members 
Mstep: Class 14 contains 161517 members 
Mstep: Class 15 contains 48739 members 
Mstep: Class 16 contains 7429 members 
Mstep: Class 17 contains 11794 members 
Mstep: Class 18 contains 3308 members 
Mstep: Class 19 contains 135062 members 
Mstep: Class 20 contains 10020 members 
Mstep: Class 21 contains 2128 members 
Mstep: Class 22 contains 2663 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 25 contains 36600 members 
Mstep: Class 26 contains 3301 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 6493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142903744.000000 Penalty: 92857.703125
Iteration 43Q: 28 clusters Score -1.429037e+08 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 57746 members 
Mstep: Class 3 contains 12163 members 
Mstep: Class 4 contains 44046 members 
Mstep: Class 5 contains 36353 members 
Mstep: Class 6 contains 945 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 66386 members 
Mstep: Class 9 contains 74897 members 
Mstep: Class 10 contains 6803 members 
Mstep: Class 11 contains 141209 members 
Mstep: Class 12 contains 17602 members 
Mstep: Class 13 contains 146227 members 
Mstep: Class 14 contains 160513 members 
Mstep: Class 15 contains 48672 members 
Mstep: Class 16 contains 7530 members 
Mstep: Class 17 contains 11842 members 
Mstep: Class 18 contains 3241 members 
Mstep: Class 19 contains 135500 members 
Mstep: Class 20 contains 10240 members 
Mstep: Class 21 contains 2135 members 
Mstep: Class 22 contains 2894 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 25 contains 36475 members 
Mstep: Class 26 contains 3326 members 
Mstep: Class 27 contains 1422 members 
Mstep: Class 28 contains 6511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142905536.000000 Penalty: 92857.703125
Iteration 44Q: 28 clusters Score -1.429055e+08 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 57557 members 
Mstep: Class 3 contains 12182 members 
Mstep: Class 4 contains 44090 members 
Mstep: Class 5 contains 36882 members 
Mstep: Class 6 contains 941 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 66217 members 
Mstep: Class 9 contains 74787 members 
Mstep: Class 10 contains 6817 members 
Mstep: Class 11 contains 140840 members 
Mstep: Class 12 contains 17648 members 
Mstep: Class 13 contains 146587 members 
Mstep: Class 14 contains 159569 members 
Mstep: Class 15 contains 48653 members 
Mstep: Class 16 contains 7607 members 
Mstep: Class 17 contains 11869 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 19 contains 135826 members 
Mstep: Class 20 contains 10403 members 
Mstep: Class 21 contains 2144 members 
Mstep: Class 22 contains 3092 members 
Mstep: Class 23 contains 492 members 
Mstep: Class 25 contains 36405 members 
Mstep: Class 26 contains 3365 members 
Mstep: Class 27 contains 1494 members 
Mstep: Class 28 contains 6521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142906816.000000 Penalty: 92857.703125
Iteration 45Q: 28 clusters Score -1.429068e+08 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 57379 members 
Mstep: Class 3 contains 12204 members 
Mstep: Class 4 contains 44134 members 
Mstep: Class 5 contains 37384 members 
Mstep: Class 6 contains 938 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 66075 members 
Mstep: Class 9 contains 74712 members 
Mstep: Class 10 contains 6837 members 
Mstep: Class 11 contains 140527 members 
Mstep: Class 12 contains 17678 members 
Mstep: Class 13 contains 146963 members 
Mstep: Class 14 contains 158720 members 
Mstep: Class 15 contains 48624 members 
Mstep: Class 16 contains 7667 members 
Mstep: Class 17 contains 11911 members 
Mstep: Class 18 contains 3109 members 
Mstep: Class 19 contains 136056 members 
Mstep: Class 20 contains 10529 members 
Mstep: Class 21 contains 2152 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 493 members 
Mstep: Class 25 contains 36342 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 6509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142907984.000000 Penalty: 92857.703125
Iteration 46Q: 28 clusters Score -1.42908e+08 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 57220 members 
Mstep: Class 3 contains 12225 members 
Mstep: Class 4 contains 44187 members 
Mstep: Class 5 contains 37890 members 
Mstep: Class 6 contains 934 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65976 members 
Mstep: Class 9 contains 74627 members 
Mstep: Class 10 contains 6855 members 
Mstep: Class 11 contains 140296 members 
Mstep: Class 12 contains 17697 members 
Mstep: Class 13 contains 147367 members 
Mstep: Class 14 contains 157913 members 
Mstep: Class 15 contains 48581 members 
Mstep: Class 16 contains 7679 members 
Mstep: Class 17 contains 11933 members 
Mstep: Class 18 contains 3059 members 
Mstep: Class 19 contains 136160 members 
Mstep: Class 20 contains 10644 members 
Mstep: Class 21 contains 2161 members 
Mstep: Class 22 contains 3419 members 
Mstep: Class 23 contains 493 members 
Mstep: Class 25 contains 36287 members 
Mstep: Class 26 contains 3431 members 
Mstep: Class 27 contains 1602 members 
Mstep: Class 28 contains 6511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142908736.000000 Penalty: 92857.703125
Iteration 47Q: 28 clusters Score -1.429087e+08 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 57064 members 
Mstep: Class 3 contains 12258 members 
Mstep: Class 4 contains 44213 members 
Mstep: Class 5 contains 38375 members 
Mstep: Class 6 contains 930 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65895 members 
Mstep: Class 9 contains 74532 members 
Mstep: Class 10 contains 6869 members 
Mstep: Class 11 contains 140081 members 
Mstep: Class 12 contains 17689 members 
Mstep: Class 13 contains 147817 members 
Mstep: Class 14 contains 157114 members 
Mstep: Class 15 contains 48547 members 
Mstep: Class 16 contains 7684 members 
Mstep: Class 17 contains 11945 members 
Mstep: Class 18 contains 3026 members 
Mstep: Class 19 contains 136299 members 
Mstep: Class 20 contains 10747 members 
Mstep: Class 21 contains 2164 members 
Mstep: Class 22 contains 3570 members 
Mstep: Class 23 contains 493 members 
Mstep: Class 25 contains 36233 members 
Mstep: Class 26 contains 3452 members 
Mstep: Class 27 contains 1629 members 
Mstep: Class 28 contains 6512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142909072.000000 Penalty: 92857.703125
Iteration 48Q: 28 clusters Score -1.429091e+08 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 56917 members 
Mstep: Class 3 contains 12297 members 
Mstep: Class 4 contains 44219 members 
Mstep: Class 5 contains 38866 members 
Mstep: Class 6 contains 925 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65824 members 
Mstep: Class 9 contains 74457 members 
Mstep: Class 10 contains 6884 members 
Mstep: Class 11 contains 139883 members 
Mstep: Class 12 contains 17683 members 
Mstep: Class 13 contains 148277 members 
Mstep: Class 14 contains 156369 members 
Mstep: Class 15 contains 48532 members 
Mstep: Class 16 contains 7659 members 
Mstep: Class 17 contains 11945 members 
Mstep: Class 18 contains 3006 members 
Mstep: Class 19 contains 136365 members 
Mstep: Class 20 contains 10850 members 
Mstep: Class 21 contains 2164 members 
Mstep: Class 22 contains 3702 members 
Mstep: Class 23 contains 493 members 
Mstep: Class 25 contains 36187 members 
Mstep: Class 26 contains 3469 members 
Mstep: Class 27 contains 1650 members 
Mstep: Class 28 contains 6508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142909920.000000 Penalty: 92857.703125
Iteration 49Q: 28 clusters Score -1.429099e+08 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 56780 members 
Mstep: Class 3 contains 12328 members 
Mstep: Class 4 contains 44216 members 
Mstep: Class 5 contains 39326 members 
Mstep: Class 6 contains 921 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65759 members 
Mstep: Class 9 contains 74359 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 139733 members 
Mstep: Class 12 contains 17693 members 
Mstep: Class 13 contains 148747 members 
Mstep: Class 14 contains 155726 members 
Mstep: Class 15 contains 48508 members 
Mstep: Class 16 contains 7644 members 
Mstep: Class 17 contains 11933 members 
Mstep: Class 18 contains 2995 members 
Mstep: Class 19 contains 136328 members 
Mstep: Class 20 contains 10945 members 
Mstep: Class 21 contains 2164 members 
Mstep: Class 22 contains 3816 members 
Mstep: Class 23 contains 493 members 
Mstep: Class 25 contains 36150 members 
Mstep: Class 26 contains 3482 members 
Mstep: Class 27 contains 1682 members 
Mstep: Class 28 contains 6500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142909936.000000 Penalty: 92857.703125
Iteration 50Q: 28 clusters Score -1.429099e+08 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 56652 members 
Mstep: Class 3 contains 12373 members 
Mstep: Class 4 contains 44201 members 
Mstep: Class 5 contains 39751 members 
Mstep: Class 6 contains 913 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65751 members 
Mstep: Class 9 contains 74325 members 
Mstep: Class 10 contains 6905 members 
Mstep: Class 11 contains 139602 members 
Mstep: Class 12 contains 17691 members 
Mstep: Class 13 contains 149141 members 
Mstep: Class 14 contains 155122 members 
Mstep: Class 15 contains 48490 members 
Mstep: Class 16 contains 7612 members 
Mstep: Class 17 contains 11935 members 
Mstep: Class 18 contains 2986 members 
Mstep: Class 19 contains 136277 members 
Mstep: Class 20 contains 11014 members 
Mstep: Class 21 contains 2166 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 495 members 
Mstep: Class 25 contains 36113 members 
Mstep: Class 26 contains 3501 members 
Mstep: Class 27 contains 1702 members 
Mstep: Class 28 contains 6497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142910208.000000 Penalty: 92857.703125
Iteration 51Q: 28 clusters Score -1.429102e+08 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 56539 members 
Mstep: Class 3 contains 12413 members 
Mstep: Class 4 contains 44195 members 
Mstep: Class 5 contains 40202 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65752 members 
Mstep: Class 9 contains 74265 members 
Mstep: Class 10 contains 6913 members 
Mstep: Class 11 contains 139508 members 
Mstep: Class 12 contains 17682 members 
Mstep: Class 13 contains 149527 members 
Mstep: Class 14 contains 154561 members 
Mstep: Class 15 contains 48482 members 
Mstep: Class 16 contains 7607 members 
Mstep: Class 17 contains 11923 members 
Mstep: Class 18 contains 2980 members 
Mstep: Class 19 contains 136124 members 
Mstep: Class 20 contains 11086 members 
Mstep: Class 21 contains 2166 members 
Mstep: Class 22 contains 3988 members 
Mstep: Class 23 contains 499 members 
Mstep: Class 25 contains 36076 members 
Mstep: Class 26 contains 3515 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 6492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142910544.000000 Penalty: 92857.703125
Iteration 52Q: 28 clusters Score -1.429105e+08 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 56442 members 
Mstep: Class 3 contains 12453 members 
Mstep: Class 4 contains 44180 members 
Mstep: Class 5 contains 40624 members 
Mstep: Class 6 contains 887 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65750 members 
Mstep: Class 9 contains 74222 members 
Mstep: Class 10 contains 6922 members 
Mstep: Class 11 contains 139447 members 
Mstep: Class 12 contains 17652 members 
Mstep: Class 13 contains 149842 members 
Mstep: Class 14 contains 154067 members 
Mstep: Class 15 contains 48492 members 
Mstep: Class 16 contains 7583 members 
Mstep: Class 17 contains 11898 members 
Mstep: Class 18 contains 2978 members 
Mstep: Class 19 contains 135979 members 
Mstep: Class 20 contains 11171 members 
Mstep: Class 21 contains 2167 members 
Mstep: Class 22 contains 4048 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 25 contains 36041 members 
Mstep: Class 26 contains 3529 members 
Mstep: Class 27 contains 1739 members 
Mstep: Class 28 contains 6488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142911488.000000 Penalty: 92857.703125
Iteration 53Q: 28 clusters Score -1.429115e+08 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 56354 members 
Mstep: Class 3 contains 12488 members 
Mstep: Class 4 contains 44177 members 
Mstep: Class 5 contains 41084 members 
Mstep: Class 6 contains 875 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65751 members 
Mstep: Class 9 contains 74156 members 
Mstep: Class 10 contains 6930 members 
Mstep: Class 11 contains 139399 members 
Mstep: Class 12 contains 17620 members 
Mstep: Class 13 contains 150141 members 
Mstep: Class 14 contains 153656 members 
Mstep: Class 15 contains 48514 members 
Mstep: Class 16 contains 7555 members 
Mstep: Class 17 contains 11862 members 
Mstep: Class 18 contains 2976 members 
Mstep: Class 19 contains 135745 members 
Mstep: Class 20 contains 11240 members 
Mstep: Class 21 contains 2168 members 
Mstep: Class 22 contains 4105 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 25 contains 36001 members 
Mstep: Class 26 contains 3546 members 
Mstep: Class 27 contains 1755 members 
Mstep: Class 28 contains 6486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142912032.000000 Penalty: 92857.703125
Iteration 54Q: 28 clusters Score -1.42912e+08 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 56283 members 
Mstep: Class 3 contains 12519 members 
Mstep: Class 4 contains 44180 members 
Mstep: Class 5 contains 41542 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65736 members 
Mstep: Class 9 contains 74073 members 
Mstep: Class 10 contains 6934 members 
Mstep: Class 11 contains 139349 members 
Mstep: Class 12 contains 17595 members 
Mstep: Class 13 contains 150435 members 
Mstep: Class 14 contains 153309 members 
Mstep: Class 15 contains 48521 members 
Mstep: Class 16 contains 7523 members 
Mstep: Class 17 contains 11828 members 
Mstep: Class 18 contains 2974 members 
Mstep: Class 19 contains 135490 members 
Mstep: Class 20 contains 11310 members 
Mstep: Class 21 contains 2169 members 
Mstep: Class 22 contains 4148 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 25 contains 35973 members 
Mstep: Class 26 contains 3564 members 
Mstep: Class 27 contains 1769 members 
Mstep: Class 28 contains 6476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142912288.000000 Penalty: 92857.703125
Iteration 55Q: 28 clusters Score -1.429123e+08 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 56226 members 
Mstep: Class 3 contains 12536 members 
Mstep: Class 4 contains 44176 members 
Mstep: Class 5 contains 41950 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65738 members 
Mstep: Class 9 contains 74001 members 
Mstep: Class 10 contains 6937 members 
Mstep: Class 11 contains 139267 members 
Mstep: Class 12 contains 17586 members 
Mstep: Class 13 contains 150700 members 
Mstep: Class 14 contains 152948 members 
Mstep: Class 15 contains 48521 members 
Mstep: Class 16 contains 7498 members 
Mstep: Class 17 contains 11799 members 
Mstep: Class 18 contains 2974 members 
Mstep: Class 19 contains 135320 members 
Mstep: Class 20 contains 11400 members 
Mstep: Class 21 contains 2169 members 
Mstep: Class 22 contains 4192 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 25 contains 35940 members 
Mstep: Class 26 contains 3576 members 
Mstep: Class 27 contains 1772 members 
Mstep: Class 28 contains 6468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142912512.000000 Penalty: 92857.703125
Iteration 56Q: 28 clusters Score -1.429125e+08 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 56170 members 
Mstep: Class 3 contains 12541 members 
Mstep: Class 4 contains 44154 members 
Mstep: Class 5 contains 42327 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65744 members 
Mstep: Class 9 contains 73883 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 139171 members 
Mstep: Class 12 contains 17554 members 
Mstep: Class 13 contains 150981 members 
Mstep: Class 14 contains 152716 members 
Mstep: Class 15 contains 48522 members 
Mstep: Class 16 contains 7476 members 
Mstep: Class 17 contains 11769 members 
Mstep: Class 18 contains 2971 members 
Mstep: Class 19 contains 135147 members 
Mstep: Class 20 contains 11488 members 
Mstep: Class 21 contains 2169 members 
Mstep: Class 22 contains 4239 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 25 contains 35915 members 
Mstep: Class 26 contains 3583 members 
Mstep: Class 27 contains 1774 members 
Mstep: Class 28 contains 6459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142912592.000000 Penalty: 92857.703125
Iteration 57Q: 28 clusters Score -1.429126e+08 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 56100 members 
Mstep: Class 3 contains 12557 members 
Mstep: Class 4 contains 44128 members 
Mstep: Class 5 contains 42680 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65754 members 
Mstep: Class 9 contains 73765 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 139104 members 
Mstep: Class 12 contains 17525 members 
Mstep: Class 13 contains 151195 members 
Mstep: Class 14 contains 152550 members 
Mstep: Class 15 contains 48527 members 
Mstep: Class 16 contains 7454 members 
Mstep: Class 17 contains 11744 members 
Mstep: Class 18 contains 2971 members 
Mstep: Class 19 contains 134981 members 
Mstep: Class 20 contains 11569 members 
Mstep: Class 21 contains 2172 members 
Mstep: Class 22 contains 4266 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 25 contains 35883 members 
Mstep: Class 26 contains 3595 members 
Mstep: Class 27 contains 1775 members 
Mstep: Class 28 contains 6452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142913056.000000 Penalty: 92857.703125
Iteration 58Q: 28 clusters Score -1.429131e+08 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 56026 members 
Mstep: Class 3 contains 12583 members 
Mstep: Class 4 contains 44097 members 
Mstep: Class 5 contains 42977 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65770 members 
Mstep: Class 9 contains 73663 members 
Mstep: Class 10 contains 6947 members 
Mstep: Class 11 contains 139088 members 
Mstep: Class 12 contains 17503 members 
Mstep: Class 13 contains 151352 members 
Mstep: Class 14 contains 152437 members 
Mstep: Class 15 contains 48526 members 
Mstep: Class 16 contains 7443 members 
Mstep: Class 17 contains 11714 members 
Mstep: Class 18 contains 2971 members 
Mstep: Class 19 contains 134793 members 
Mstep: Class 20 contains 11639 members 
Mstep: Class 21 contains 2177 members 
Mstep: Class 22 contains 4302 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 25 contains 35849 members 
Mstep: Class 26 contains 3610 members 
Mstep: Class 27 contains 1775 members 
Mstep: Class 28 contains 6445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142912976.000000 Penalty: 92857.703125
Iteration 59Q: 28 clusters Score -1.42913e+08 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 55945 members 
Mstep: Class 3 contains 12601 members 
Mstep: Class 4 contains 44071 members 
Mstep: Class 5 contains 43255 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65788 members 
Mstep: Class 9 contains 73559 members 
Mstep: Class 10 contains 6947 members 
Mstep: Class 11 contains 139066 members 
Mstep: Class 12 contains 17482 members 
Mstep: Class 13 contains 151487 members 
Mstep: Class 14 contains 152376 members 
Mstep: Class 15 contains 48529 members 
Mstep: Class 16 contains 7429 members 
Mstep: Class 17 contains 11685 members 
Mstep: Class 18 contains 2969 members 
Mstep: Class 19 contains 134593 members 
Mstep: Class 20 contains 11724 members 
Mstep: Class 21 contains 2178 members 
Mstep: Class 22 contains 4328 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 25 contains 35830 members 
Mstep: Class 26 contains 3620 members 
Mstep: Class 27 contains 1775 members 
Mstep: Class 28 contains 6443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142913120.000000 Penalty: 92857.703125
Iteration 60F: 28 clusters Score -1.429131e+08 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 55873 members 
Mstep: Class 3 contains 12607 members 
Mstep: Class 4 contains 44039 members 
Mstep: Class 5 contains 43522 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65772 members 
Mstep: Class 9 contains 73489 members 
Mstep: Class 10 contains 6946 members 
Mstep: Class 11 contains 139053 members 
Mstep: Class 12 contains 17442 members 
Mstep: Class 13 contains 151641 members 
Mstep: Class 14 contains 152269 members 
Mstep: Class 15 contains 48522 members 
Mstep: Class 16 contains 7429 members 
Mstep: Class 17 contains 11656 members 
Mstep: Class 18 contains 2965 members 
Mstep: Class 19 contains 134381 members 
Mstep: Class 20 contains 11800 members 
Mstep: Class 21 contains 2180 members 
Mstep: Class 22 contains 4445 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 25 contains 35806 members 
Mstep: Class 26 contains 3618 members 
Mstep: Class 27 contains 1778 members 
Mstep: Class 28 contains 6433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142913632.000000 Penalty: 92857.703125
Iteration 61Q: 28 clusters Score -1.429136e+08 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 55802 members 
Mstep: Class 3 contains 12618 members 
Mstep: Class 4 contains 43979 members 
Mstep: Class 5 contains 43776 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65762 members 
Mstep: Class 9 contains 73422 members 
Mstep: Class 10 contains 6945 members 
Mstep: Class 11 contains 139059 members 
Mstep: Class 12 contains 17390 members 
Mstep: Class 13 contains 151764 members 
Mstep: Class 14 contains 152195 members 
Mstep: Class 15 contains 48531 members 
Mstep: Class 16 contains 7428 members 
Mstep: Class 17 contains 11630 members 
Mstep: Class 18 contains 2964 members 
Mstep: Class 19 contains 134166 members 
Mstep: Class 20 contains 11859 members 
Mstep: Class 21 contains 2180 members 
Mstep: Class 22 contains 4581 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 25 contains 35772 members 
Mstep: Class 26 contains 3624 members 
Mstep: Class 27 contains 1783 members 
Mstep: Class 28 contains 6421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142914192.000000 Penalty: 92857.703125
Iteration 62Q: 28 clusters Score -1.429142e+08 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 55741 members 
Mstep: Class 3 contains 12636 members 
Mstep: Class 4 contains 43924 members 
Mstep: Class 5 contains 44025 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65754 members 
Mstep: Class 9 contains 73329 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 139049 members 
Mstep: Class 12 contains 17346 members 
Mstep: Class 13 contains 151862 members 
Mstep: Class 14 contains 152143 members 
Mstep: Class 15 contains 48536 members 
Mstep: Class 16 contains 7422 members 
Mstep: Class 17 contains 11598 members 
Mstep: Class 18 contains 2965 members 
Mstep: Class 19 contains 133957 members 
Mstep: Class 20 contains 11928 members 
Mstep: Class 21 contains 2185 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 25 contains 35744 members 
Mstep: Class 26 contains 3640 members 
Mstep: Class 27 contains 1784 members 
Mstep: Class 28 contains 6405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142914528.000000 Penalty: 92857.703125
Iteration 63Q: 28 clusters Score -1.429145e+08 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 55682 members 
Mstep: Class 3 contains 12658 members 
Mstep: Class 4 contains 43862 members 
Mstep: Class 5 contains 44275 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65734 members 
Mstep: Class 9 contains 73208 members 
Mstep: Class 10 contains 6938 members 
Mstep: Class 11 contains 139062 members 
Mstep: Class 12 contains 17283 members 
Mstep: Class 13 contains 151948 members 
Mstep: Class 14 contains 152116 members 
Mstep: Class 15 contains 48540 members 
Mstep: Class 16 contains 7411 members 
Mstep: Class 17 contains 11555 members 
Mstep: Class 18 contains 2964 members 
Mstep: Class 19 contains 133782 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 2187 members 
Mstep: Class 22 contains 4863 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 25 contains 35717 members 
Mstep: Class 26 contains 3644 members 
Mstep: Class 27 contains 1784 members 
Mstep: Class 28 contains 6391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142914960.000000 Penalty: 92857.703125
Iteration 64Q: 28 clusters Score -1.42915e+08 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 55628 members 
Mstep: Class 3 contains 12668 members 
Mstep: Class 4 contains 43824 members 
Mstep: Class 5 contains 44492 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65699 members 
Mstep: Class 9 contains 73070 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 139052 members 
Mstep: Class 12 contains 17202 members 
Mstep: Class 13 contains 152062 members 
Mstep: Class 14 contains 152097 members 
Mstep: Class 15 contains 48544 members 
Mstep: Class 16 contains 7397 members 
Mstep: Class 17 contains 11508 members 
Mstep: Class 18 contains 2962 members 
Mstep: Class 19 contains 133610 members 
Mstep: Class 20 contains 12096 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5016 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 25 contains 35699 members 
Mstep: Class 26 contains 3667 members 
Mstep: Class 27 contains 1782 members 
Mstep: Class 28 contains 6379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142915168.000000 Penalty: 92857.703125
Iteration 65Q: 28 clusters Score -1.429152e+08 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 55577 members 
Mstep: Class 3 contains 12668 members 
Mstep: Class 4 contains 43783 members 
Mstep: Class 5 contains 44717 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65646 members 
Mstep: Class 9 contains 72929 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 139059 members 
Mstep: Class 12 contains 17146 members 
Mstep: Class 13 contains 152138 members 
Mstep: Class 14 contains 152091 members 
Mstep: Class 15 contains 48560 members 
Mstep: Class 16 contains 7386 members 
Mstep: Class 17 contains 11445 members 
Mstep: Class 18 contains 2960 members 
Mstep: Class 19 contains 133451 members 
Mstep: Class 20 contains 12218 members 
Mstep: Class 21 contains 2195 members 
Mstep: Class 22 contains 5153 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 25 contains 35671 members 
Mstep: Class 26 contains 3674 members 
Mstep: Class 27 contains 1782 members 
Mstep: Class 28 contains 6366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142915248.000000 Penalty: 92857.703125
Iteration 66Q: 28 clusters Score -1.429152e+08 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 55526 members 
Mstep: Class 3 contains 12688 members 
Mstep: Class 4 contains 43731 members 
Mstep: Class 5 contains 44928 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65615 members 
Mstep: Class 9 contains 72808 members 
Mstep: Class 10 contains 6952 members 
Mstep: Class 11 contains 139030 members 
Mstep: Class 12 contains 17089 members 
Mstep: Class 13 contains 152242 members 
Mstep: Class 14 contains 152008 members 
Mstep: Class 15 contains 48587 members 
Mstep: Class 16 contains 7374 members 
Mstep: Class 17 contains 11381 members 
Mstep: Class 18 contains 2966 members 
Mstep: Class 19 contains 133355 members 
Mstep: Class 20 contains 12314 members 
Mstep: Class 21 contains 2192 members 
Mstep: Class 22 contains 5299 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 25 contains 35657 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 1782 members 
Mstep: Class 28 contains 6347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142915728.000000 Penalty: 92857.703125
Iteration 67Q: 28 clusters Score -1.429157e+08 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 55480 members 
Mstep: Class 3 contains 12712 members 
Mstep: Class 4 contains 43680 members 
Mstep: Class 5 contains 45121 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65596 members 
Mstep: Class 9 contains 72674 members 
Mstep: Class 10 contains 6955 members 
Mstep: Class 11 contains 138967 members 
Mstep: Class 12 contains 17055 members 
Mstep: Class 13 contains 152382 members 
Mstep: Class 14 contains 151886 members 
Mstep: Class 15 contains 48614 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 11319 members 
Mstep: Class 18 contains 2964 members 
Mstep: Class 19 contains 133296 members 
Mstep: Class 20 contains 12423 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5424 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 25 contains 35636 members 
Mstep: Class 26 contains 3679 members 
Mstep: Class 27 contains 1784 members 
Mstep: Class 28 contains 6332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142915952.000000 Penalty: 92857.703125
Iteration 68Q: 28 clusters Score -1.42916e+08 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 55426 members 
Mstep: Class 3 contains 12740 members 
Mstep: Class 4 contains 43633 members 
Mstep: Class 5 contains 45326 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65595 members 
Mstep: Class 9 contains 72550 members 
Mstep: Class 10 contains 6955 members 
Mstep: Class 11 contains 138892 members 
Mstep: Class 12 contains 17015 members 
Mstep: Class 13 contains 152508 members 
Mstep: Class 14 contains 151776 members 
Mstep: Class 15 contains 48625 members 
Mstep: Class 16 contains 7357 members 
Mstep: Class 17 contains 11249 members 
Mstep: Class 18 contains 2964 members 
Mstep: Class 19 contains 133256 members 
Mstep: Class 20 contains 12518 members 
Mstep: Class 21 contains 2188 members 
Mstep: Class 22 contains 5552 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 25 contains 35623 members 
Mstep: Class 26 contains 3680 members 
Mstep: Class 27 contains 1787 members 
Mstep: Class 28 contains 6314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142916144.000000 Penalty: 92857.703125
Iteration 69Q: 28 clusters Score -1.429161e+08 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 55380 members 
Mstep: Class 3 contains 12765 members 
Mstep: Class 4 contains 43595 members 
Mstep: Class 5 contains 45533 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65591 members 
Mstep: Class 9 contains 72410 members 
Mstep: Class 10 contains 6954 members 
Mstep: Class 11 contains 138830 members 
Mstep: Class 12 contains 16971 members 
Mstep: Class 13 contains 152605 members 
Mstep: Class 14 contains 151720 members 
Mstep: Class 15 contains 48630 members 
Mstep: Class 16 contains 7343 members 
Mstep: Class 17 contains 11188 members 
Mstep: Class 18 contains 2962 members 
Mstep: Class 19 contains 133219 members 
Mstep: Class 20 contains 12630 members 
Mstep: Class 21 contains 2187 members 
Mstep: Class 22 contains 5656 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 25 contains 35601 members 
Mstep: Class 26 contains 3667 members 
Mstep: Class 27 contains 1787 members 
Mstep: Class 28 contains 6293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142916560.000000 Penalty: 92857.703125
Iteration 70Q: 28 clusters Score -1.429166e+08 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 55343 members 
Mstep: Class 3 contains 12780 members 
Mstep: Class 4 contains 43576 members 
Mstep: Class 5 contains 45724 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65587 members 
Mstep: Class 9 contains 72291 members 
Mstep: Class 10 contains 6954 members 
Mstep: Class 11 contains 138792 members 
Mstep: Class 12 contains 16923 members 
Mstep: Class 13 contains 152670 members 
Mstep: Class 14 contains 151648 members 
Mstep: Class 15 contains 48643 members 
Mstep: Class 16 contains 7333 members 
Mstep: Class 17 contains 11123 members 
Mstep: Class 18 contains 2957 members 
Mstep: Class 19 contains 133136 members 
Mstep: Class 20 contains 12764 members 
Mstep: Class 21 contains 2188 members 
Mstep: Class 22 contains 5770 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 25 contains 35586 members 
Mstep: Class 26 contains 3665 members 
Mstep: Class 27 contains 1785 members 
Mstep: Class 28 contains 6267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142916688.000000 Penalty: 92857.703125
Iteration 71Q: 28 clusters Score -1.429167e+08 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 55299 members 
Mstep: Class 3 contains 12772 members 
Mstep: Class 4 contains 43562 members 
Mstep: Class 5 contains 45924 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65561 members 
Mstep: Class 9 contains 72196 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 138682 members 
Mstep: Class 12 contains 16881 members 
Mstep: Class 13 contains 152765 members 
Mstep: Class 14 contains 151606 members 
Mstep: Class 15 contains 48681 members 
Mstep: Class 16 contains 7328 members 
Mstep: Class 17 contains 11058 members 
Mstep: Class 18 contains 2954 members 
Mstep: Class 19 contains 133018 members 
Mstep: Class 20 contains 12912 members 
Mstep: Class 21 contains 2189 members 
Mstep: Class 22 contains 5880 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 25 contains 35576 members 
Mstep: Class 26 contains 3668 members 
Mstep: Class 27 contains 1785 members 
Mstep: Class 28 contains 6243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142916736.000000 Penalty: 92857.703125
Iteration 72Q: 28 clusters Score -1.429167e+08 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 55246 members 
Mstep: Class 3 contains 12786 members 
Mstep: Class 4 contains 43529 members 
Mstep: Class 5 contains 46097 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65540 members 
Mstep: Class 9 contains 72069 members 
Mstep: Class 10 contains 6959 members 
Mstep: Class 11 contains 138611 members 
Mstep: Class 12 contains 16845 members 
Mstep: Class 13 contains 152870 members 
Mstep: Class 14 contains 151548 members 
Mstep: Class 15 contains 48694 members 
Mstep: Class 16 contains 7318 members 
Mstep: Class 17 contains 10994 members 
Mstep: Class 18 contains 2945 members 
Mstep: Class 19 contains 132949 members 
Mstep: Class 20 contains 13058 members 
Mstep: Class 21 contains 2188 members 
Mstep: Class 22 contains 5997 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 25 contains 35560 members 
Mstep: Class 26 contains 3674 members 
Mstep: Class 27 contains 1787 members 
Mstep: Class 28 contains 6217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142917024.000000 Penalty: 92857.703125
Iteration 73Q: 28 clusters Score -1.42917e+08 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 55195 members 
Mstep: Class 3 contains 12798 members 
Mstep: Class 4 contains 43491 members 
Mstep: Class 5 contains 46278 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65509 members 
Mstep: Class 9 contains 71940 members 
Mstep: Class 10 contains 6959 members 
Mstep: Class 11 contains 138522 members 
Mstep: Class 12 contains 16807 members 
Mstep: Class 13 contains 152988 members 
Mstep: Class 14 contains 151536 members 
Mstep: Class 15 contains 48701 members 
Mstep: Class 16 contains 7309 members 
Mstep: Class 17 contains 10950 members 
Mstep: Class 18 contains 2942 members 
Mstep: Class 19 contains 132864 members 
Mstep: Class 20 contains 13203 members 
Mstep: Class 21 contains 2188 members 
Mstep: Class 22 contains 6101 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 25 contains 35540 members 
Mstep: Class 26 contains 3680 members 
Mstep: Class 27 contains 1788 members 
Mstep: Class 28 contains 6195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142916848.000000 Penalty: 92857.703125
Iteration 74Q: 28 clusters Score -1.429168e+08 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 55152 members 
Mstep: Class 3 contains 12807 members 
Mstep: Class 4 contains 43461 members 
Mstep: Class 5 contains 46467 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65490 members 
Mstep: Class 9 contains 71804 members 
Mstep: Class 10 contains 6961 members 
Mstep: Class 11 contains 138418 members 
Mstep: Class 12 contains 16789 members 
Mstep: Class 13 contains 153121 members 
Mstep: Class 14 contains 151524 members 
Mstep: Class 15 contains 48699 members 
Mstep: Class 16 contains 7301 members 
Mstep: Class 17 contains 10893 members 
Mstep: Class 18 contains 2937 members 
Mstep: Class 19 contains 132778 members 
Mstep: Class 20 contains 13334 members 
Mstep: Class 21 contains 2186 members 
Mstep: Class 22 contains 6198 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 25 contains 35530 members 
Mstep: Class 26 contains 3688 members 
Mstep: Class 27 contains 1788 members 
Mstep: Class 28 contains 6157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142917008.000000 Penalty: 92857.703125
Iteration 75Q: 28 clusters Score -1.42917e+08 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 55100 members 
Mstep: Class 3 contains 12817 members 
Mstep: Class 4 contains 43422 members 
Mstep: Class 5 contains 46651 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65500 members 
Mstep: Class 9 contains 71680 members 
Mstep: Class 10 contains 6966 members 
Mstep: Class 11 contains 138307 members 
Mstep: Class 12 contains 16757 members 
Mstep: Class 13 contains 153227 members 
Mstep: Class 14 contains 151504 members 
Mstep: Class 15 contains 48699 members 
Mstep: Class 16 contains 7296 members 
Mstep: Class 17 contains 10827 members 
Mstep: Class 18 contains 2933 members 
Mstep: Class 19 contains 132702 members 
Mstep: Class 20 contains 13477 members 
Mstep: Class 21 contains 2185 members 
Mstep: Class 22 contains 6308 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 25 contains 35525 members 
Mstep: Class 26 contains 3690 members 
Mstep: Class 27 contains 1788 members 
Mstep: Class 28 contains 6119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142917456.000000 Penalty: 92857.703125
Iteration 76Q: 28 clusters Score -1.429175e+08 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 55036 members 
Mstep: Class 3 contains 12846 members 
Mstep: Class 4 contains 43389 members 
Mstep: Class 5 contains 46818 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65526 members 
Mstep: Class 9 contains 71580 members 
Mstep: Class 10 contains 6971 members 
Mstep: Class 11 contains 138203 members 
Mstep: Class 12 contains 16732 members 
Mstep: Class 13 contains 153248 members 
Mstep: Class 14 contains 151469 members 
Mstep: Class 15 contains 48691 members 
Mstep: Class 16 contains 7289 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 2934 members 
Mstep: Class 19 contains 132732 members 
Mstep: Class 20 contains 13601 members 
Mstep: Class 21 contains 2185 members 
Mstep: Class 22 contains 6392 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 25 contains 35518 members 
Mstep: Class 26 contains 3685 members 
Mstep: Class 27 contains 1790 members 
Mstep: Class 28 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142917744.000000 Penalty: 92857.703125
Iteration 77Q: 28 clusters Score -1.429177e+08 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 54997 members 
Mstep: Class 3 contains 12880 members 
Mstep: Class 4 contains 43367 members 
Mstep: Class 5 contains 46959 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 65552 members 
Mstep: Class 9 contains 71461 members 
Mstep: Class 10 contains 6977 members 
Mstep: Class 11 contains 138118 members 
Mstep: Class 12 contains 16708 members 
Mstep: Class 13 contains 153267 members 
Mstep: Class 14 contains 151452 members 
Mstep: Class 15 contains 48703 members 
Mstep: Class 16 contains 7283 members 
Mstep: Class 17 contains 10705 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 132749 members 
Mstep: Class 20 contains 13706 members 
Mstep: Class 21 contains 2183 members 
Mstep: Class 22 contains 6476 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 25 contains 35507 members 
Mstep: Class 26 contains 3682 members 
Mstep: Class 27 contains 1789 members 
Mstep: Class 28 contains 6019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142917936.000000 Penalty: 92857.703125
Iteration 78Q: 28 clusters Score -1.429179e+08 nChanged 1930
Entering ConstructFrom: 
Score: -142917936.000000 Penalty: 92857.703125
Entering ConstructFrom: 
Trying to split cluster 1 (17541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Entering Unmasked Estep 
Score: -2387342.750000 Penalty: 2423.529297
	Iteration 0F: 2 clusters Score -2387343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2374893.250000 Penalty: 4847.058594
	Iteration 0F: 3 clusters Score -2374893 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2379061.750000 Penalty: 4847.058594
	Iteration 1F: 3 clusters Score -2379062 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2379834.500000 Penalty: 4847.058594
	Iteration 2F: 3 clusters Score -2379834 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2380914.750000 Penalty: 4847.058594
	Iteration 3F: 3 clusters Score -2380915 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2382370.500000 Penalty: 4847.058594
	Iteration 4F: 3 clusters Score -2382370 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2383876.000000 Penalty: 4847.058594
	Iteration 5F: 3 clusters Score -2383876 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2384983.250000 Penalty: 4847.058594
	Iteration 6F: 3 clusters Score -2384983 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2385621.750000 Penalty: 4847.058594
	Iteration 7F: 3 clusters Score -2385622 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2386071.750000 Penalty: 4847.058594
	Iteration 8Q: 3 clusters Score -2386072 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2386341.500000 Penalty: 4847.058594
	Iteration 9Q: 3 clusters Score -2386342 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2386570.500000 Penalty: 4847.058594
	Iteration 10Q: 3 clusters Score -2386570 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2386733.750000 Penalty: 4847.058594
	Iteration 11Q: 3 clusters Score -2386734 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2386816.250000 Penalty: 4847.058594
	Iteration 12Q: 3 clusters Score -2386816 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2386853.000000 Penalty: 4847.058594
	Iteration 13Q: 3 clusters Score -2386853 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2386884.750000 Penalty: 4847.058594
	Iteration 14Q: 3 clusters Score -2386885 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2386911.250000 Penalty: 4847.058594
	Iteration 15Q: 3 clusters Score -2386911 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2386921.250000 Penalty: 4847.058594
	Iteration 16Q: 3 clusters Score -2386921 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2386933.750000 Penalty: 4847.058594
	Iteration 17Q: 3 clusters Score -2386934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2386938.000000 Penalty: 4847.058594
	Iteration 18Q: 3 clusters Score -2386938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2386948.750000 Penalty: 4847.058594
	Iteration 19Q: 3 clusters Score -2386949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2386950.250000 Penalty: 4847.058594
	Iteration 20F: 3 clusters Score -2386950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2386958.000000 Penalty: 4847.058594
	Iteration 21Q: 3 clusters Score -2386958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2386971.000000 Penalty: 4847.058594
	Iteration 22Q: 3 clusters Score -2386971 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2386979.000000 Penalty: 4847.058594
	Iteration 23Q: 3 clusters Score -2386979 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2386989.000000 Penalty: 4847.058594
	Iteration 24Q: 3 clusters Score -2386989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2386994.000000 Penalty: 4847.058594
	Iteration 25Q: 3 clusters Score -2386994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2387003.000000 Penalty: 4847.058594
	Iteration 26Q: 3 clusters Score -2387003 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2387016.000000 Penalty: 4847.058594
	Iteration 27Q: 3 clusters Score -2387016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2387016.500000 Penalty: 4847.058594
	Iteration 28Q: 3 clusters Score -2387016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2387019.250000 Penalty: 4847.058594
	Iteration 29Q: 3 clusters Score -2387019 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2387034.500000 Penalty: 4847.058594
	Iteration 30Q: 3 clusters Score -2387034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2387043.750000 Penalty: 4847.058594
	Iteration 31Q: 3 clusters Score -2387044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2387053.500000 Penalty: 4847.058594
	Iteration 32Q: 3 clusters Score -2387054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2387065.500000 Penalty: 4847.058594
	Iteration 33Q: 3 clusters Score -2387066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2387072.500000 Penalty: 4847.058594
	Iteration 34Q: 3 clusters Score -2387072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2387070.750000 Penalty: 4847.058594
	Iteration 35Q: 3 clusters Score -2387071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2387081.750000 Penalty: 4847.058594
	Iteration 36Q: 3 clusters Score -2387082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2387086.000000 Penalty: 4847.058594
	Iteration 37Q: 3 clusters Score -2387086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2387084.750000 Penalty: 4847.058594
	Iteration 38Q: 3 clusters Score -2387085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2387090.500000 Penalty: 4847.058594
	Iteration 39Q: 3 clusters Score -2387090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2387094.750000 Penalty: 4847.058594
	Iteration 40F: 3 clusters Score -2387095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2387095.250000 Penalty: 4847.058594
	Iteration 41Q: 3 clusters Score -2387095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2387092.750000 Penalty: 4847.058594
	Iteration 42Q: 3 clusters Score -2387093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2387093.750000 Penalty: 4847.058594
	Iteration 43Q: 3 clusters Score -2387094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2387096.750000 Penalty: 4847.058594
	Iteration 44Q: 3 clusters Score -2387097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2387098.000000 Penalty: 4847.058594
	Iteration 45Q: 3 clusters Score -2387098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2387096.000000 Penalty: 4847.058594
	Iteration 46Q: 3 clusters Score -2387096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2387097.250000 Penalty: 4847.058594
	Iteration 47Q: 3 clusters Score -2387097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2387098.000000 Penalty: 4847.058594
	Iteration 48Q: 3 clusters Score -2387098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2387102.750000 Penalty: 4847.058594
	Iteration 49Q: 3 clusters Score -2387103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2387103.000000 Penalty: 4847.058594
	Iteration 50Q: 3 clusters Score -2387103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2387100.750000 Penalty: 4847.058594
	Iteration 51Q: 3 clusters Score -2387101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2387100.250000 Penalty: 4847.058594
	Iteration 52Q: 3 clusters Score -2387100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2387098.000000 Penalty: 4847.058594
	Iteration 53Q: 3 clusters Score -2387098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2387093.750000 Penalty: 4847.058594
	Iteration 54Q: 3 clusters Score -2387094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2387096.250000 Penalty: 4847.058594
	Iteration 55Q: 3 clusters Score -2387096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2387101.250000 Penalty: 4847.058594
	Iteration 56Q: 3 clusters Score -2387101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2387100.500000 Penalty: 4847.058594
	Iteration 57Q: 3 clusters Score -2387100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2387099.250000 Penalty: 4847.058594
	Iteration 58Q: 3 clusters Score -2387099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2387100.500000 Penalty: 4847.058594
	Iteration 59Q: 3 clusters Score -2387100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2387100.250000 Penalty: 4847.058594
	Iteration 60F: 3 clusters Score -2387100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2387104.250000 Penalty: 4847.058594
	Iteration 61Q: 3 clusters Score -2387104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2387102.000000 Penalty: 4847.058594
	Iteration 62Q: 3 clusters Score -2387102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2387103.000000 Penalty: 4847.058594
	Iteration 63Q: 3 clusters Score -2387103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2387103.000000 Penalty: 4847.058594
	Iteration 64F: 3 clusters Score -2387103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (54967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Entering Unmasked Estep 
Score: -7555042.500000 Penalty: 2706.792969
	Iteration 0F: 2 clusters Score -7555042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -7518035.500000 Penalty: 5413.585938
	Iteration 0F: 3 clusters Score -7518036 nChanged 25499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -7532472.000000 Penalty: 5413.585938
	Iteration 1F: 3 clusters Score -7532472 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -7533261.500000 Penalty: 5413.585938
	Iteration 2Q: 3 clusters Score -7533262 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -7534401.000000 Penalty: 5413.585938
	Iteration 3Q: 3 clusters Score -7534401 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -7536257.000000 Penalty: 5413.585938
	Iteration 4F: 3 clusters Score -7536257 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -7538748.000000 Penalty: 5413.585938
	Iteration 5F: 3 clusters Score -7538748 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -7541457.500000 Penalty: 5413.585938
	Iteration 6F: 3 clusters Score -7541458 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -7543814.500000 Penalty: 5413.585938
	Iteration 7F: 3 clusters Score -7543814 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -7545737.000000 Penalty: 5413.585938
	Iteration 8F: 3 clusters Score -7545737 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -7547147.500000 Penalty: 5413.585938
	Iteration 9Q: 3 clusters Score -7547148 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -7548002.000000 Penalty: 5413.585938
	Iteration 10Q: 3 clusters Score -7548002 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -7548572.500000 Penalty: 5413.585938
	Iteration 11Q: 3 clusters Score -7548572 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -7548971.500000 Penalty: 5413.585938
	Iteration 12Q: 3 clusters Score -7548972 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -7549312.000000 Penalty: 5413.585938
	Iteration 13Q: 3 clusters Score -7549312 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -7549515.000000 Penalty: 5413.585938
	Iteration 14Q: 3 clusters Score -7549515 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -7549720.500000 Penalty: 5413.585938
	Iteration 15Q: 3 clusters Score -7549720 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -7549990.000000 Penalty: 5413.585938
	Iteration 16Q: 3 clusters Score -7549990 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -7550265.000000 Penalty: 5413.585938
	Iteration 17Q: 3 clusters Score -7550265 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -7550463.000000 Penalty: 5413.585938
	Iteration 18Q: 3 clusters Score -7550463 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -7550663.000000 Penalty: 5413.585938
	Iteration 19Q: 3 clusters Score -7550663 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -7550840.000000 Penalty: 5413.585938
	Iteration 20F: 3 clusters Score -7550840 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -7551045.500000 Penalty: 5413.585938
	Iteration 21Q: 3 clusters Score -7551046 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -7551288.500000 Penalty: 5413.585938
	Iteration 22Q: 3 clusters Score -7551288 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -7551552.500000 Penalty: 5413.585938
	Iteration 23Q: 3 clusters Score -7551552 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -7551803.000000 Penalty: 5413.585938
	Iteration 24Q: 3 clusters Score -7551803 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -7552050.000000 Penalty: 5413.585938
	Iteration 25Q: 3 clusters Score -7552050 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -7552336.000000 Penalty: 5413.585938
	Iteration 26Q: 3 clusters Score -7552336 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -7552557.500000 Penalty: 5413.585938
	Iteration 27Q: 3 clusters Score -7552558 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -7552759.500000 Penalty: 5413.585938
	Iteration 28Q: 3 clusters Score -7552760 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -7553024.000000 Penalty: 5413.585938
	Iteration 29Q: 3 clusters Score -7553024 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -7553234.500000 Penalty: 5413.585938
	Iteration 30Q: 3 clusters Score -7553234 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -7553380.500000 Penalty: 5413.585938
	Iteration 31Q: 3 clusters Score -7553380 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -7553583.000000 Penalty: 5413.585938
	Iteration 32Q: 3 clusters Score -7553583 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -7553821.000000 Penalty: 5413.585938
	Iteration 33Q: 3 clusters Score -7553821 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -7554005.500000 Penalty: 5413.585938
	Iteration 34Q: 3 clusters Score -7554006 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -7554126.500000 Penalty: 5413.585938
	Iteration 35Q: 3 clusters Score -7554126 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -7554227.000000 Penalty: 5413.585938
	Iteration 36Q: 3 clusters Score -7554227 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -7554290.500000 Penalty: 5413.585938
	Iteration 37Q: 3 clusters Score -7554290 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -7554375.500000 Penalty: 5413.585938
	Iteration 38Q: 3 clusters Score -7554376 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -7554437.500000 Penalty: 5413.585938
	Iteration 39Q: 3 clusters Score -7554438 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -7554480.000000 Penalty: 5413.585938
	Iteration 40F: 3 clusters Score -7554480 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -7554493.500000 Penalty: 5413.585938
	Iteration 41Q: 3 clusters Score -7554494 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -7554536.500000 Penalty: 5413.585938
	Iteration 42Q: 3 clusters Score -7554536 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -7554589.000000 Penalty: 5413.585938
	Iteration 43Q: 3 clusters Score -7554589 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -7554632.500000 Penalty: 5413.585938
	Iteration 44Q: 3 clusters Score -7554632 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -7554654.000000 Penalty: 5413.585938
	Iteration 45Q: 3 clusters Score -7554654 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -7554678.000000 Penalty: 5413.585938
	Iteration 46Q: 3 clusters Score -7554678 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -7554696.000000 Penalty: 5413.585938
	Iteration 47Q: 3 clusters Score -7554696 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -7554700.500000 Penalty: 5413.585938
	Iteration 48Q: 3 clusters Score -7554700 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -7554717.000000 Penalty: 5413.585938
	Iteration 49Q: 3 clusters Score -7554717 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -7554717.000000 Penalty: 5413.585938
	Iteration 50Q: 3 clusters Score -7554717 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -7554740.500000 Penalty: 5413.585938
	Iteration 51Q: 3 clusters Score -7554740 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 48426 members 
Entering Unmasked Estep 
Score: -7554742.000000 Penalty: 5413.585938
	Iteration 52Q: 3 clusters Score -7554742 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 48464 members 
Entering Unmasked Estep 
Score: -7554750.000000 Penalty: 5413.585938
	Iteration 53Q: 3 clusters Score -7554750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -7554757.000000 Penalty: 5413.585938
	Iteration 54Q: 3 clusters Score -7554757 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -7554749.000000 Penalty: 5413.585938
	Iteration 55Q: 3 clusters Score -7554749 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -7554760.000000 Penalty: 5413.585938
	Iteration 56Q: 3 clusters Score -7554760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 48628 members 
Entering Unmasked Estep 
Score: -7554765.500000 Penalty: 5413.585938
	Iteration 57Q: 3 clusters Score -7554766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -7554779.500000 Penalty: 5413.585938
	Iteration 58Q: 3 clusters Score -7554780 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -7554790.000000 Penalty: 5413.585938
	Iteration 59Q: 3 clusters Score -7554790 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -7554796.000000 Penalty: 5413.585938
	Iteration 60F: 3 clusters Score -7554796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -7554786.500000 Penalty: 5413.585938
	Iteration 61Q: 3 clusters Score -7554786 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 48830 members 
Entering Unmasked Estep 
Score: -7554764.500000 Penalty: 5413.585938
	Iteration 62Q: 3 clusters Score -7554764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -7554756.000000 Penalty: 5413.585938
	Iteration 63Q: 3 clusters Score -7554756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -7554768.500000 Penalty: 5413.585938
	Iteration 64Q: 3 clusters Score -7554768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -7554777.500000 Penalty: 5413.585938
	Iteration 65Q: 3 clusters Score -7554778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
Score: -7554778.000000 Penalty: 5413.585938
	Iteration 66Q: 3 clusters Score -7554778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -7554779.000000 Penalty: 5413.585938
	Iteration 67Q: 3 clusters Score -7554779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -7554782.500000 Penalty: 5413.585938
	Iteration 68Q: 3 clusters Score -7554782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -7554784.500000 Penalty: 5413.585938
	Iteration 69Q: 3 clusters Score -7554784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -7554784.000000 Penalty: 5413.585938
	Iteration 70Q: 3 clusters Score -7554784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -7554764.000000 Penalty: 5413.585938
	Iteration 71Q: 3 clusters Score -7554764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 48985 members 
Entering Unmasked Estep 
Score: -7554768.500000 Penalty: 5413.585938
	Iteration 72Q: 3 clusters Score -7554768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -7554771.000000 Penalty: 5413.585938
	Iteration 73Q: 3 clusters Score -7554771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -7554770.500000 Penalty: 5413.585938
	Iteration 74Q: 3 clusters Score -7554770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -7554775.000000 Penalty: 5413.585938
	Iteration 75Q: 3 clusters Score -7554775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -7554774.500000 Penalty: 5413.585938
	Iteration 76Q: 3 clusters Score -7554774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -7554768.500000 Penalty: 5413.585938
	Iteration 77Q: 3 clusters Score -7554768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -7554769.500000 Penalty: 5413.585938
	Iteration 78Q: 3 clusters Score -7554770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -7554767.000000 Penalty: 5413.585938
	Iteration 79Q: 3 clusters Score -7554767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -7554765.000000 Penalty: 5413.585938
	Iteration 80F: 3 clusters Score -7554765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 49011 members 
Entering Unmasked Estep 
Score: -7554774.000000 Penalty: 5413.585938
	Iteration 81Q: 3 clusters Score -7554774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -7554777.000000 Penalty: 5413.585938
	Iteration 82Q: 3 clusters Score -7554777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -7554772.500000 Penalty: 5413.585938
	Iteration 83Q: 3 clusters Score -7554772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -7554772.500000 Penalty: 5413.585938
	Iteration 84F: 3 clusters Score -7554772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Entering Unmasked Estep 
Score: -1722155.500000 Penalty: 2347.546387
	Iteration 0F: 2 clusters Score -1722156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1712742.875000 Penalty: 4695.092773
	Iteration 0F: 3 clusters Score -1712743 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1716232.750000 Penalty: 4695.092773
	Iteration 1F: 3 clusters Score -1716233 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1717353.625000 Penalty: 4695.092773
	Iteration 2F: 3 clusters Score -1717354 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1718398.000000 Penalty: 4695.092773
	Iteration 3F: 3 clusters Score -1718398 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1719174.750000 Penalty: 4695.092773
	Iteration 4F: 3 clusters Score -1719175 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1719719.125000 Penalty: 4695.092773
	Iteration 5F: 3 clusters Score -1719719 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1720111.625000 Penalty: 4695.092773
	Iteration 6F: 3 clusters Score -1720112 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1720370.375000 Penalty: 4695.092773
	Iteration 7Q: 3 clusters Score -1720370 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1720608.375000 Penalty: 4695.092773
	Iteration 8Q: 3 clusters Score -1720608 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1720810.750000 Penalty: 4695.092773
	Iteration 9Q: 3 clusters Score -1720811 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1720960.000000 Penalty: 4695.092773
	Iteration 10Q: 3 clusters Score -1720960 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1721075.500000 Penalty: 4695.092773
	Iteration 11Q: 3 clusters Score -1721076 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1721188.375000 Penalty: 4695.092773
	Iteration 12Q: 3 clusters Score -1721188 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1721303.500000 Penalty: 4695.092773
	Iteration 13Q: 3 clusters Score -1721304 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1721401.625000 Penalty: 4695.092773
	Iteration 14Q: 3 clusters Score -1721402 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1721476.750000 Penalty: 4695.092773
	Iteration 15Q: 3 clusters Score -1721477 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1721527.250000 Penalty: 4695.092773
	Iteration 16Q: 3 clusters Score -1721527 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1721572.375000 Penalty: 4695.092773
	Iteration 17Q: 3 clusters Score -1721572 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1721605.375000 Penalty: 4695.092773
	Iteration 18Q: 3 clusters Score -1721605 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1721634.375000 Penalty: 4695.092773
	Iteration 19Q: 3 clusters Score -1721634 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1721655.125000 Penalty: 4695.092773
	Iteration 20F: 3 clusters Score -1721655 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1721665.000000 Penalty: 4695.092773
	Iteration 21Q: 3 clusters Score -1721665 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1721675.250000 Penalty: 4695.092773
	Iteration 22Q: 3 clusters Score -1721675 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1721680.750000 Penalty: 4695.092773
	Iteration 23Q: 3 clusters Score -1721681 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1721687.250000 Penalty: 4695.092773
	Iteration 24Q: 3 clusters Score -1721687 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1721694.375000 Penalty: 4695.092773
	Iteration 25Q: 3 clusters Score -1721694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1721695.375000 Penalty: 4695.092773
	Iteration 26Q: 3 clusters Score -1721695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1721696.250000 Penalty: 4695.092773
	Iteration 27Q: 3 clusters Score -1721696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1721702.750000 Penalty: 4695.092773
	Iteration 28Q: 3 clusters Score -1721703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1721708.250000 Penalty: 4695.092773
	Iteration 29Q: 3 clusters Score -1721708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1721716.000000 Penalty: 4695.092773
	Iteration 30Q: 3 clusters Score -1721716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1721716.625000 Penalty: 4695.092773
	Iteration 31Q: 3 clusters Score -1721717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1721721.000000 Penalty: 4695.092773
	Iteration 32Q: 3 clusters Score -1721721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1721719.250000 Penalty: 4695.092773
	Iteration 33Q: 3 clusters Score -1721719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1721724.625000 Penalty: 4695.092773
	Iteration 34Q: 3 clusters Score -1721725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1721726.125000 Penalty: 4695.092773
	Iteration 35Q: 3 clusters Score -1721726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1721729.375000 Penalty: 4695.092773
	Iteration 36Q: 3 clusters Score -1721729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1721728.500000 Penalty: 4695.092773
	Iteration 37Q: 3 clusters Score -1721728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1721727.375000 Penalty: 4695.092773
	Iteration 38Q: 3 clusters Score -1721727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1721729.500000 Penalty: 4695.092773
	Iteration 39Q: 3 clusters Score -1721730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1721729.500000 Penalty: 4695.092773
	Iteration 40F: 3 clusters Score -1721730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Entering Unmasked Estep 
Score: -5862174.000000 Penalty: 2647.928711
	Iteration 0F: 2 clusters Score -5862174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -5832861.500000 Penalty: 5295.857422
	Iteration 0F: 3 clusters Score -5832862 nChanged 19891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -5844104.500000 Penalty: 5295.857422
	Iteration 1F: 3 clusters Score -5844104 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -5844958.500000 Penalty: 5295.857422
	Iteration 2F: 3 clusters Score -5844958 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -5846021.000000 Penalty: 5295.857422
	Iteration 3F: 3 clusters Score -5846021 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -5847490.000000 Penalty: 5295.857422
	Iteration 4F: 3 clusters Score -5847490 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -5849711.000000 Penalty: 5295.857422
	Iteration 5F: 3 clusters Score -5849711 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -5852671.000000 Penalty: 5295.857422
	Iteration 6F: 3 clusters Score -5852671 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -5855708.500000 Penalty: 5295.857422
	Iteration 7F: 3 clusters Score -5855708 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -5857915.500000 Penalty: 5295.857422
	Iteration 8F: 3 clusters Score -5857916 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -5859004.000000 Penalty: 5295.857422
	Iteration 9Q: 3 clusters Score -5859004 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -5859483.500000 Penalty: 5295.857422
	Iteration 10Q: 3 clusters Score -5859484 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -5859743.000000 Penalty: 5295.857422
	Iteration 11Q: 3 clusters Score -5859743 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -5859867.500000 Penalty: 5295.857422
	Iteration 12Q: 3 clusters Score -5859868 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -5859950.500000 Penalty: 5295.857422
	Iteration 13Q: 3 clusters Score -5859950 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -5860000.000000 Penalty: 5295.857422
	Iteration 14Q: 3 clusters Score -5860000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -5860023.000000 Penalty: 5295.857422
	Iteration 15Q: 3 clusters Score -5860023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -5860051.000000 Penalty: 5295.857422
	Iteration 16Q: 3 clusters Score -5860051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -5860080.000000 Penalty: 5295.857422
	Iteration 17Q: 3 clusters Score -5860080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -5860084.500000 Penalty: 5295.857422
	Iteration 18Q: 3 clusters Score -5860084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -5860087.500000 Penalty: 5295.857422
	Iteration 19Q: 3 clusters Score -5860088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -5860085.500000 Penalty: 5295.857422
	Iteration 20F: 3 clusters Score -5860086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -5860096.000000 Penalty: 5295.857422
	Iteration 21Q: 3 clusters Score -5860096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -5860092.500000 Penalty: 5295.857422
	Iteration 22Q: 3 clusters Score -5860092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -5860094.000000 Penalty: 5295.857422
	Iteration 23Q: 3 clusters Score -5860094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -5860096.500000 Penalty: 5295.857422
	Iteration 24Q: 3 clusters Score -5860096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -5860096.500000 Penalty: 5295.857422
	Iteration 25F: 3 clusters Score -5860096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Entering Unmasked Estep 
Score: -6614273.500000 Penalty: 2668.481689
	Iteration 0F: 2 clusters Score -6614274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -6582630.000000 Penalty: 5336.963379
	Iteration 0F: 3 clusters Score -6582630 nChanged 21744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -6594693.500000 Penalty: 5336.963379
	Iteration 1F: 3 clusters Score -6594694 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -6595241.000000 Penalty: 5336.963379
	Iteration 2Q: 3 clusters Score -6595241 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -6595769.500000 Penalty: 5336.963379
	Iteration 3Q: 3 clusters Score -6595770 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -6596395.500000 Penalty: 5336.963379
	Iteration 4Q: 3 clusters Score -6596396 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -6597271.000000 Penalty: 5336.963379
	Iteration 5Q: 3 clusters Score -6597271 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -6598683.500000 Penalty: 5336.963379
	Iteration 6F: 3 clusters Score -6598684 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -6600669.000000 Penalty: 5336.963379
	Iteration 7F: 3 clusters Score -6600669 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -6603348.500000 Penalty: 5336.963379
	Iteration 8F: 3 clusters Score -6603348 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -6606275.500000 Penalty: 5336.963379
	Iteration 9F: 3 clusters Score -6606276 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -6608755.000000 Penalty: 5336.963379
	Iteration 10F: 3 clusters Score -6608755 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -6610400.000000 Penalty: 5336.963379
	Iteration 11Q: 3 clusters Score -6610400 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 45134 members 
Entering Unmasked Estep 
Score: -6611264.500000 Penalty: 5336.963379
	Iteration 12Q: 3 clusters Score -6611264 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -6611701.500000 Penalty: 5336.963379
	Iteration 13Q: 3 clusters Score -6611702 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -6611882.500000 Penalty: 5336.963379
	Iteration 14Q: 3 clusters Score -6611882 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -6611993.500000 Penalty: 5336.963379
	Iteration 15Q: 3 clusters Score -6611994 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -6612046.500000 Penalty: 5336.963379
	Iteration 16Q: 3 clusters Score -6612046 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -6612084.500000 Penalty: 5336.963379
	Iteration 17Q: 3 clusters Score -6612084 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -6612116.000000 Penalty: 5336.963379
	Iteration 18Q: 3 clusters Score -6612116 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -6612139.500000 Penalty: 5336.963379
	Iteration 19Q: 3 clusters Score -6612140 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -6612164.000000 Penalty: 5336.963379
	Iteration 20F: 3 clusters Score -6612164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -6612183.500000 Penalty: 5336.963379
	Iteration 21Q: 3 clusters Score -6612184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -6612184.500000 Penalty: 5336.963379
	Iteration 22Q: 3 clusters Score -6612184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -6612197.000000 Penalty: 5336.963379
	Iteration 23Q: 3 clusters Score -6612197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -6612197.000000 Penalty: 5336.963379
	Iteration 24Q: 3 clusters Score -6612197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -6612199.500000 Penalty: 5336.963379
	Iteration 25Q: 3 clusters Score -6612200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -6612206.500000 Penalty: 5336.963379
	Iteration 26Q: 3 clusters Score -6612206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -6612208.500000 Penalty: 5336.963379
	Iteration 27Q: 3 clusters Score -6612208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -6612214.500000 Penalty: 5336.963379
	Iteration 28Q: 3 clusters Score -6612214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -6612209.000000 Penalty: 5336.963379
	Iteration 29Q: 3 clusters Score -6612209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -6612222.000000 Penalty: 5336.963379
	Iteration 30Q: 3 clusters Score -6612222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -6612222.500000 Penalty: 5336.963379
	Iteration 31Q: 3 clusters Score -6612222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -6612222.000000 Penalty: 5336.963379
	Iteration 32Q: 3 clusters Score -6612222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -6612226.500000 Penalty: 5336.963379
	Iteration 33Q: 3 clusters Score -6612226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -6612224.500000 Penalty: 5336.963379
	Iteration 34Q: 3 clusters Score -6612224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -6612224.500000 Penalty: 5336.963379
	Iteration 35F: 3 clusters Score -6612224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -113171.023438 Penalty: 1679.723877
	Iteration 0F: 2 clusters Score -113171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -111390.046875 Penalty: 3359.447754
	Iteration 0F: 3 clusters Score -111390 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -111741.281250 Penalty: 3359.447754
	Iteration 1F: 3 clusters Score -111741.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -111965.007812 Penalty: 3359.447754
	Iteration 2F: 3 clusters Score -111965 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -112227.867188 Penalty: 3359.447754
	Iteration 3F: 3 clusters Score -112227.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -112397.078125 Penalty: 3359.447754
	Iteration 4F: 3 clusters Score -112397.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112533.554688 Penalty: 3359.447754
	Iteration 5Q: 3 clusters Score -112533.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -112623.585938 Penalty: 3359.447754
	Iteration 6Q: 3 clusters Score -112623.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -112646.718750 Penalty: 3359.447754
	Iteration 7Q: 3 clusters Score -112646.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -112659.210938 Penalty: 3359.447754
	Iteration 8Q: 3 clusters Score -112659.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -112668.328125 Penalty: 3359.447754
	Iteration 9Q: 3 clusters Score -112668.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -112670.921875 Penalty: 3359.447754
	Iteration 10Q: 3 clusters Score -112670.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -112672.703125 Penalty: 3359.447754
	Iteration 11Q: 3 clusters Score -112672.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112674.781250 Penalty: 3359.447754
	Iteration 12Q: 3 clusters Score -112674.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112677.523438 Penalty: 3359.447754
	Iteration 13Q: 3 clusters Score -112677.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112682.898438 Penalty: 3359.447754
	Iteration 14Q: 3 clusters Score -112682.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112686.125000 Penalty: 3359.447754
	Iteration 15Q: 3 clusters Score -112686.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -112691.109375 Penalty: 3359.447754
	Iteration 16Q: 3 clusters Score -112691.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -112693.304688 Penalty: 3359.447754
	Iteration 17Q: 3 clusters Score -112693.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -112696.281250 Penalty: 3359.447754
	Iteration 18Q: 3 clusters Score -112696.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112702.320312 Penalty: 3359.447754
	Iteration 19Q: 3 clusters Score -112702.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -112708.140625 Penalty: 3359.447754
	Iteration 20F: 3 clusters Score -112708.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -112722.898438 Penalty: 3359.447754
	Iteration 21Q: 3 clusters Score -112722.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -112762.820312 Penalty: 3359.447754
	Iteration 22Q: 3 clusters Score -112762.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -112788.281250 Penalty: 3359.447754
	Iteration 23Q: 3 clusters Score -112788.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -112821.492188 Penalty: 3359.447754
	Iteration 24Q: 3 clusters Score -112821.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -112847.226562 Penalty: 3359.447754
	Iteration 25Q: 3 clusters Score -112847.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -112862.492188 Penalty: 3359.447754
	Iteration 26Q: 3 clusters Score -112862.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -112871.281250 Penalty: 3359.447754
	Iteration 27Q: 3 clusters Score -112871.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -112896.015625 Penalty: 3359.447754
	Iteration 28Q: 3 clusters Score -112896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -112939.671875 Penalty: 3359.447754
	Iteration 29Q: 3 clusters Score -112939.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -112994.968750 Penalty: 3359.447754
	Iteration 30Q: 3 clusters Score -112995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -113016.046875 Penalty: 3359.447754
	Iteration 31Q: 3 clusters Score -113016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -113016.046875 Penalty: 3359.447754
	Iteration 32F: 3 clusters Score -113016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -142959.906250 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -142959.9 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 546 members 
Entering Unmasked Estep 
Score: -140969.968750 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -140970 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -141357.265625 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -141357.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -141600.906250 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -141600.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -141849.687500 Penalty: 3477.562012
	Iteration 3F: 3 clusters Score -141849.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -142256.796875 Penalty: 3477.562012
	Iteration 4F: 3 clusters Score -142256.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -142709.406250 Penalty: 3477.562012
	Iteration 5F: 3 clusters Score -142709.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -143007.015625 Penalty: 3477.562012
	Iteration 6F: 3 clusters Score -143007 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -143147.812500 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -143147.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -143211.109375 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -143211.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -143266.718750 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -143266.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -143328.015625 Penalty: 3477.562012
	Iteration 10Q: 3 clusters Score -143328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -143363.562500 Penalty: 3477.562012
	Iteration 11Q: 3 clusters Score -143363.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -143386.968750 Penalty: 3477.562012
	Iteration 12Q: 3 clusters Score -143387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -143417.000000 Penalty: 3477.562012
	Iteration 13Q: 3 clusters Score -143417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -143435.437500 Penalty: 3477.562012
	Iteration 14Q: 3 clusters Score -143435.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -143455.781250 Penalty: 3477.562012
	Iteration 15Q: 3 clusters Score -143455.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -143473.031250 Penalty: 3477.562012
	Iteration 16Q: 3 clusters Score -143473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -143482.140625 Penalty: 3477.562012
	Iteration 17Q: 3 clusters Score -143482.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -143487.968750 Penalty: 3477.562012
	Iteration 18Q: 3 clusters Score -143488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -143492.156250 Penalty: 3477.562012
	Iteration 19Q: 3 clusters Score -143492.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -143494.515625 Penalty: 3477.562012
	Iteration 20F: 3 clusters Score -143494.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -143497.921875 Penalty: 3477.562012
	Iteration 21Q: 3 clusters Score -143497.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -143498.890625 Penalty: 3477.562012
	Iteration 22Q: 3 clusters Score -143498.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -143499.171875 Penalty: 3477.562012
	Iteration 23Q: 3 clusters Score -143499.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -143499.171875 Penalty: 3477.562012
	Iteration 24F: 3 clusters Score -143499.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 54967 members 
Mstep: Class 3 contains 12912 members 
Mstep: Class 4 contains 43353 members 
Mstep: Class 5 contains 47099 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 619 members 
Mstep: Class 8 contains 65572 members 
Mstep: Class 9 contains 71351 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 138037 members 
Mstep: Class 12 contains 16679 members 
Mstep: Class 13 contains 153261 members 
Mstep: Class 14 contains 151457 members 
Mstep: Class 15 contains 48712 members 
Mstep: Class 16 contains 7272 members 
Mstep: Class 17 contains 10645 members 
Mstep: Class 18 contains 2929 members 
Mstep: Class 19 contains 132786 members 
Mstep: Class 20 contains 13791 members 
Mstep: Class 21 contains 2183 members 
Mstep: Class 22 contains 6556 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 490 members 
Mstep: Class 25 contains 35500 members 
Mstep: Class 26 contains 3677 members 
Mstep: Class 27 contains 1787 members 
Mstep: Class 28 contains 5961 members 
Entering Unmasked Estep 
Score: -142916944.000000 Penalty: 96296.875000
Splitting cluster 7 changes total score from -142917936.000000 to -142916944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (65572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65572 members 
Entering Unmasked Estep 
Score: -9125872.000000 Penalty: 2750.544189
	Iteration 0F: 2 clusters Score -9125872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -9082150.000000 Penalty: 5501.088379
	Iteration 0F: 3 clusters Score -9082150 nChanged 30487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -9099292.000000 Penalty: 5501.088379
	Iteration 1F: 3 clusters Score -9099292 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -9100189.000000 Penalty: 5501.088379
	Iteration 2Q: 3 clusters Score -9100189 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -9101362.000000 Penalty: 5501.088379
	Iteration 3Q: 3 clusters Score -9101362 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -9102677.000000 Penalty: 5501.088379
	Iteration 4Q: 3 clusters Score -9102677 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -9104160.000000 Penalty: 5501.088379
	Iteration 5Q: 3 clusters Score -9104160 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -9106005.000000 Penalty: 5501.088379
	Iteration 6F: 3 clusters Score -9106005 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -9108074.000000 Penalty: 5501.088379
	Iteration 7F: 3 clusters Score -9108074 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -9110385.000000 Penalty: 5501.088379
	Iteration 8F: 3 clusters Score -9110385 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -9112683.000000 Penalty: 5501.088379
	Iteration 9F: 3 clusters Score -9112683 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -9114759.000000 Penalty: 5501.088379
	Iteration 10F: 3 clusters Score -9114759 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -9116560.000000 Penalty: 5501.088379
	Iteration 11F: 3 clusters Score -9116560 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -9118095.000000 Penalty: 5501.088379
	Iteration 12Q: 3 clusters Score -9118095 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -9119520.000000 Penalty: 5501.088379
	Iteration 13Q: 3 clusters Score -9119520 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -9120941.000000 Penalty: 5501.088379
	Iteration 14Q: 3 clusters Score -9120941 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -9122360.000000 Penalty: 5501.088379
	Iteration 15Q: 3 clusters Score -9122360 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 54858 members 
Entering Unmasked Estep 
Score: -9123628.000000 Penalty: 5501.088379
	Iteration 16Q: 3 clusters Score -9123628 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 56689 members 
Entering Unmasked Estep 
Score: -9124737.000000 Penalty: 5501.088379
	Iteration 17Q: 3 clusters Score -9124737 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 58185 members 
Entering Unmasked Estep 
Score: -9125748.000000 Penalty: 5501.088379
	Iteration 18Q: 3 clusters Score -9125748 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 59314 members 
Entering Unmasked Estep 
Score: -9126498.000000 Penalty: 5501.088379
	Iteration 19Q: 3 clusters Score -9126498 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 60067 members 
Entering Unmasked Estep 
Score: -9127179.000000 Penalty: 5501.088379
	Iteration 20F: 3 clusters Score -9127179 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 60568 members 
Entering Unmasked Estep 
Score: -9127606.000000 Penalty: 5501.088379
	Iteration 21Q: 3 clusters Score -9127606 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 60935 members 
Entering Unmasked Estep 
Score: -9127928.000000 Penalty: 5501.088379
	Iteration 22Q: 3 clusters Score -9127928 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 61242 members 
Entering Unmasked Estep 
Score: -9128177.000000 Penalty: 5501.088379
	Iteration 23Q: 3 clusters Score -9128177 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 61480 members 
Entering Unmasked Estep 
Score: -9128359.000000 Penalty: 5501.088379
	Iteration 24Q: 3 clusters Score -9128359 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 61634 members 
Entering Unmasked Estep 
Score: -9128484.000000 Penalty: 5501.088379
	Iteration 25Q: 3 clusters Score -9128484 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
Score: -9128554.000000 Penalty: 5501.088379
	Iteration 26Q: 3 clusters Score -9128554 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 61852 members 
Entering Unmasked Estep 
Score: -9128577.000000 Penalty: 5501.088379
	Iteration 27Q: 3 clusters Score -9128577 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 61905 members 
Entering Unmasked Estep 
Score: -9128602.000000 Penalty: 5501.088379
	Iteration 28Q: 3 clusters Score -9128602 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 61949 members 
Entering Unmasked Estep 
Score: -9128613.000000 Penalty: 5501.088379
	Iteration 29Q: 3 clusters Score -9128613 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 61985 members 
Entering Unmasked Estep 
Score: -9128618.000000 Penalty: 5501.088379
	Iteration 30Q: 3 clusters Score -9128618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 62020 members 
Entering Unmasked Estep 
Score: -9128637.000000 Penalty: 5501.088379
	Iteration 31Q: 3 clusters Score -9128637 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 62037 members 
Entering Unmasked Estep 
Score: -9128646.000000 Penalty: 5501.088379
	Iteration 32Q: 3 clusters Score -9128646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 62047 members 
Entering Unmasked Estep 
Score: -9128633.000000 Penalty: 5501.088379
	Iteration 33Q: 3 clusters Score -9128633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 62056 members 
Entering Unmasked Estep 
Score: -9128631.000000 Penalty: 5501.088379
	Iteration 34Q: 3 clusters Score -9128631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 62064 members 
Entering Unmasked Estep 
Score: -9128646.000000 Penalty: 5501.088379
	Iteration 35Q: 3 clusters Score -9128646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 62068 members 
Entering Unmasked Estep 
Score: -9128641.000000 Penalty: 5501.088379
	Iteration 36Q: 3 clusters Score -9128641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 62072 members 
Entering Unmasked Estep 
Score: -9128638.000000 Penalty: 5501.088379
	Iteration 37Q: 3 clusters Score -9128638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 62072 members 
Entering Unmasked Estep 
Score: -9128638.000000 Penalty: 5501.088379
	Iteration 38F: 3 clusters Score -9128638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 54967 members 
Mstep: Class 3 contains 12912 members 
Mstep: Class 4 contains 43353 members 
Mstep: Class 5 contains 47099 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 3500 members 
Mstep: Class 9 contains 71351 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 138037 members 
Mstep: Class 12 contains 16679 members 
Mstep: Class 13 contains 153261 members 
Mstep: Class 14 contains 151457 members 
Mstep: Class 15 contains 48712 members 
Mstep: Class 16 contains 7272 members 
Mstep: Class 17 contains 10645 members 
Mstep: Class 18 contains 2929 members 
Mstep: Class 19 contains 132786 members 
Mstep: Class 20 contains 13791 members 
Mstep: Class 21 contains 2183 members 
Mstep: Class 22 contains 6556 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 62072 members 
Mstep: Class 25 contains 35500 members 
Mstep: Class 26 contains 3677 members 
Mstep: Class 27 contains 1787 members 
Mstep: Class 28 contains 5961 members 
Entering Unmasked Estep 
Score: -142920064.000000 Penalty: 96296.875000
Splitting cluster 8 changes total score from -142917936.000000 to -142920064.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (71351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71351 members 
Entering Unmasked Estep 
Score: -9977904.000000 Penalty: 2771.490967
	Iteration 0F: 2 clusters Score -9977904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -9930130.000000 Penalty: 5542.981934
	Iteration 0F: 3 clusters Score -9930130 nChanged 33497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -9949048.000000 Penalty: 5542.981934
	Iteration 1F: 3 clusters Score -9949048 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -9949660.000000 Penalty: 5542.981934
	Iteration 2Q: 3 clusters Score -9949660 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -9950232.000000 Penalty: 5542.981934
	Iteration 3Q: 3 clusters Score -9950232 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -9950840.000000 Penalty: 5542.981934
	Iteration 4Q: 3 clusters Score -9950840 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -9951419.000000 Penalty: 5542.981934
	Iteration 5Q: 3 clusters Score -9951419 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -9952109.000000 Penalty: 5542.981934
	Iteration 6Q: 3 clusters Score -9952109 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -9952978.000000 Penalty: 5542.981934
	Iteration 7Q: 3 clusters Score -9952978 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -9953959.000000 Penalty: 5542.981934
	Iteration 8Q: 3 clusters Score -9953959 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -9955154.000000 Penalty: 5542.981934
	Iteration 9Q: 3 clusters Score -9955154 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -9956541.000000 Penalty: 5542.981934
	Iteration 10Q: 3 clusters Score -9956541 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -9958263.000000 Penalty: 5542.981934
	Iteration 11Q: 3 clusters Score -9958263 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -9960244.000000 Penalty: 5542.981934
	Iteration 12Q: 3 clusters Score -9960244 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -9962669.000000 Penalty: 5542.981934
	Iteration 13Q: 3 clusters Score -9962669 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -9965161.000000 Penalty: 5542.981934
	Iteration 14Q: 3 clusters Score -9965161 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -9967223.000000 Penalty: 5542.981934
	Iteration 15Q: 3 clusters Score -9967223 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -9968373.000000 Penalty: 5542.981934
	Iteration 16Q: 3 clusters Score -9968373 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -9969106.000000 Penalty: 5542.981934
	Iteration 17Q: 3 clusters Score -9969106 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -9969523.000000 Penalty: 5542.981934
	Iteration 18Q: 3 clusters Score -9969523 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -9969954.000000 Penalty: 5542.981934
	Iteration 19Q: 3 clusters Score -9969954 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -9970333.000000 Penalty: 5542.981934
	Iteration 20F: 3 clusters Score -9970333 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -9970669.000000 Penalty: 5542.981934
	Iteration 21Q: 3 clusters Score -9970669 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -9970969.000000 Penalty: 5542.981934
	Iteration 22Q: 3 clusters Score -9970969 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -9971131.000000 Penalty: 5542.981934
	Iteration 23Q: 3 clusters Score -9971131 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -9971335.000000 Penalty: 5542.981934
	Iteration 24Q: 3 clusters Score -9971335 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 52888 members 
Entering Unmasked Estep 
Score: -9971524.000000 Penalty: 5542.981934
	Iteration 25Q: 3 clusters Score -9971524 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 53492 members 
Entering Unmasked Estep 
Score: -9971638.000000 Penalty: 5542.981934
	Iteration 26Q: 3 clusters Score -9971638 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
Score: -9971760.000000 Penalty: 5542.981934
	Iteration 27Q: 3 clusters Score -9971760 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 54711 members 
Entering Unmasked Estep 
Score: -9971901.000000 Penalty: 5542.981934
	Iteration 28Q: 3 clusters Score -9971901 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 55306 members 
Entering Unmasked Estep 
Score: -9972039.000000 Penalty: 5542.981934
	Iteration 29Q: 3 clusters Score -9972039 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -9972170.000000 Penalty: 5542.981934
	Iteration 30Q: 3 clusters Score -9972170 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 56453 members 
Entering Unmasked Estep 
Score: -9972243.000000 Penalty: 5542.981934
	Iteration 31Q: 3 clusters Score -9972243 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 57013 members 
Entering Unmasked Estep 
Score: -9972415.000000 Penalty: 5542.981934
	Iteration 32Q: 3 clusters Score -9972415 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 57557 members 
Entering Unmasked Estep 
Score: -9972496.000000 Penalty: 5542.981934
	Iteration 33Q: 3 clusters Score -9972496 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 58089 members 
Entering Unmasked Estep 
Score: -9972635.000000 Penalty: 5542.981934
	Iteration 34Q: 3 clusters Score -9972635 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
Score: -9972777.000000 Penalty: 5542.981934
	Iteration 35Q: 3 clusters Score -9972777 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
Score: -9972894.000000 Penalty: 5542.981934
	Iteration 36Q: 3 clusters Score -9972894 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 59640 members 
Entering Unmasked Estep 
Score: -9973013.000000 Penalty: 5542.981934
	Iteration 37Q: 3 clusters Score -9973013 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 60180 members 
Entering Unmasked Estep 
Score: -9973145.000000 Penalty: 5542.981934
	Iteration 38Q: 3 clusters Score -9973145 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 60729 members 
Entering Unmasked Estep 
Score: -9973314.000000 Penalty: 5542.981934
	Iteration 39Q: 3 clusters Score -9973314 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 61238 members 
Entering Unmasked Estep 
Score: -9973516.000000 Penalty: 5542.981934
	Iteration 40F: 3 clusters Score -9973516 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 61725 members 
Entering Unmasked Estep 
Score: -9973670.000000 Penalty: 5542.981934
	Iteration 41Q: 3 clusters Score -9973670 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 62187 members 
Entering Unmasked Estep 
Score: -9973796.000000 Penalty: 5542.981934
	Iteration 42Q: 3 clusters Score -9973796 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 62625 members 
Entering Unmasked Estep 
Score: -9973905.000000 Penalty: 5542.981934
	Iteration 43Q: 3 clusters Score -9973905 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 63046 members 
Entering Unmasked Estep 
Score: -9974020.000000 Penalty: 5542.981934
	Iteration 44Q: 3 clusters Score -9974020 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -9974185.000000 Penalty: 5542.981934
	Iteration 45Q: 3 clusters Score -9974185 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 63833 members 
Entering Unmasked Estep 
Score: -9974283.000000 Penalty: 5542.981934
	Iteration 46Q: 3 clusters Score -9974283 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -9974423.000000 Penalty: 5542.981934
	Iteration 47Q: 3 clusters Score -9974423 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 64579 members 
Entering Unmasked Estep 
Score: -9974502.000000 Penalty: 5542.981934
	Iteration 48Q: 3 clusters Score -9974502 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 64905 members 
Entering Unmasked Estep 
Score: -9974579.000000 Penalty: 5542.981934
	Iteration 49Q: 3 clusters Score -9974579 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 65207 members 
Entering Unmasked Estep 
Score: -9974661.000000 Penalty: 5542.981934
	Iteration 50Q: 3 clusters Score -9974661 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 65480 members 
Entering Unmasked Estep 
Score: -9974710.000000 Penalty: 5542.981934
	Iteration 51Q: 3 clusters Score -9974710 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 65713 members 
Entering Unmasked Estep 
Score: -9974761.000000 Penalty: 5542.981934
	Iteration 52Q: 3 clusters Score -9974761 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 65938 members 
Entering Unmasked Estep 
Score: -9974787.000000 Penalty: 5542.981934
	Iteration 53Q: 3 clusters Score -9974787 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 66168 members 
Entering Unmasked Estep 
Score: -9974813.000000 Penalty: 5542.981934
	Iteration 54Q: 3 clusters Score -9974813 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 66377 members 
Entering Unmasked Estep 
Score: -9974887.000000 Penalty: 5542.981934
	Iteration 55Q: 3 clusters Score -9974887 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 66582 members 
Entering Unmasked Estep 
Score: -9974915.000000 Penalty: 5542.981934
	Iteration 56Q: 3 clusters Score -9974915 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 66788 members 
Entering Unmasked Estep 
Score: -9974952.000000 Penalty: 5542.981934
	Iteration 57Q: 3 clusters Score -9974952 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 66995 members 
Entering Unmasked Estep 
Score: -9975011.000000 Penalty: 5542.981934
	Iteration 58Q: 3 clusters Score -9975011 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 67198 members 
Entering Unmasked Estep 
Score: -9975034.000000 Penalty: 5542.981934
	Iteration 59Q: 3 clusters Score -9975034 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 67387 members 
Entering Unmasked Estep 
Score: -9975113.000000 Penalty: 5542.981934
	Iteration 60F: 3 clusters Score -9975113 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 67551 members 
Entering Unmasked Estep 
Score: -9975175.000000 Penalty: 5542.981934
	Iteration 61Q: 3 clusters Score -9975175 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 67697 members 
Entering Unmasked Estep 
Score: -9975217.000000 Penalty: 5542.981934
	Iteration 62Q: 3 clusters Score -9975217 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 67830 members 
Entering Unmasked Estep 
Score: -9975275.000000 Penalty: 5542.981934
	Iteration 63Q: 3 clusters Score -9975275 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 67946 members 
Entering Unmasked Estep 
Score: -9975315.000000 Penalty: 5542.981934
	Iteration 64Q: 3 clusters Score -9975315 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 68046 members 
Entering Unmasked Estep 
Score: -9975327.000000 Penalty: 5542.981934
	Iteration 65Q: 3 clusters Score -9975327 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 68129 members 
Entering Unmasked Estep 
Score: -9975371.000000 Penalty: 5542.981934
	Iteration 66Q: 3 clusters Score -9975371 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 68215 members 
Entering Unmasked Estep 
Score: -9975390.000000 Penalty: 5542.981934
	Iteration 67Q: 3 clusters Score -9975390 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 68295 members 
Entering Unmasked Estep 
Score: -9975427.000000 Penalty: 5542.981934
	Iteration 68Q: 3 clusters Score -9975427 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 68372 members 
Entering Unmasked Estep 
Score: -9975434.000000 Penalty: 5542.981934
	Iteration 69Q: 3 clusters Score -9975434 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 68446 members 
Entering Unmasked Estep 
Score: -9975442.000000 Penalty: 5542.981934
	Iteration 70Q: 3 clusters Score -9975442 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 68533 members 
Entering Unmasked Estep 
Score: -9975480.000000 Penalty: 5542.981934
	Iteration 71Q: 3 clusters Score -9975480 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 68605 members 
Entering Unmasked Estep 
Score: -9975504.000000 Penalty: 5542.981934
	Iteration 72Q: 3 clusters Score -9975504 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 68679 members 
Entering Unmasked Estep 
Score: -9975522.000000 Penalty: 5542.981934
	Iteration 73Q: 3 clusters Score -9975522 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 68749 members 
Entering Unmasked Estep 
Score: -9975514.000000 Penalty: 5542.981934
	Iteration 74Q: 3 clusters Score -9975514 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 68819 members 
Entering Unmasked Estep 
Score: -9975543.000000 Penalty: 5542.981934
	Iteration 75Q: 3 clusters Score -9975543 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 68876 members 
Entering Unmasked Estep 
Score: -9975571.000000 Penalty: 5542.981934
	Iteration 76Q: 3 clusters Score -9975571 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 68924 members 
Entering Unmasked Estep 
Score: -9975568.000000 Penalty: 5542.981934
	Iteration 77Q: 3 clusters Score -9975568 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 68976 members 
Entering Unmasked Estep 
Score: -9975597.000000 Penalty: 5542.981934
	Iteration 78Q: 3 clusters Score -9975597 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 69037 members 
Entering Unmasked Estep 
Score: -9975612.000000 Penalty: 5542.981934
	Iteration 79Q: 3 clusters Score -9975612 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 69096 members 
Entering Unmasked Estep 
Score: -9975612.000000 Penalty: 5542.981934
	Iteration 80F: 3 clusters Score -9975612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 69146 members 
Entering Unmasked Estep 
Score: -9975618.000000 Penalty: 5542.981934
	Iteration 81Q: 3 clusters Score -9975618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 69193 members 
Entering Unmasked Estep 
Score: -9975636.000000 Penalty: 5542.981934
	Iteration 82Q: 3 clusters Score -9975636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 69234 members 
Entering Unmasked Estep 
Score: -9975629.000000 Penalty: 5542.981934
	Iteration 83Q: 3 clusters Score -9975629 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 69266 members 
Entering Unmasked Estep 
Score: -9975640.000000 Penalty: 5542.981934
	Iteration 84Q: 3 clusters Score -9975640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 69288 members 
Entering Unmasked Estep 
Score: -9975662.000000 Penalty: 5542.981934
	Iteration 85Q: 3 clusters Score -9975662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 69312 members 
Entering Unmasked Estep 
Score: -9975680.000000 Penalty: 5542.981934
	Iteration 86Q: 3 clusters Score -9975680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 69335 members 
Entering Unmasked Estep 
Score: -9975685.000000 Penalty: 5542.981934
	Iteration 87Q: 3 clusters Score -9975685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 69357 members 
Entering Unmasked Estep 
Score: -9975684.000000 Penalty: 5542.981934
	Iteration 88Q: 3 clusters Score -9975684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 69384 members 
Entering Unmasked Estep 
Score: -9975700.000000 Penalty: 5542.981934
	Iteration 89Q: 3 clusters Score -9975700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 69406 members 
Entering Unmasked Estep 
Score: -9975687.000000 Penalty: 5542.981934
	Iteration 90Q: 3 clusters Score -9975687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 69430 members 
Entering Unmasked Estep 
Score: -9975703.000000 Penalty: 5542.981934
	Iteration 91Q: 3 clusters Score -9975703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 69450 members 
Entering Unmasked Estep 
Score: -9975705.000000 Penalty: 5542.981934
	Iteration 92Q: 3 clusters Score -9975705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 69465 members 
Entering Unmasked Estep 
Score: -9975711.000000 Penalty: 5542.981934
	Iteration 93Q: 3 clusters Score -9975711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 69480 members 
Entering Unmasked Estep 
Score: -9975710.000000 Penalty: 5542.981934
	Iteration 94Q: 3 clusters Score -9975710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 69500 members 
Entering Unmasked Estep 
Score: -9975732.000000 Penalty: 5542.981934
	Iteration 95Q: 3 clusters Score -9975732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 69518 members 
Entering Unmasked Estep 
Score: -9975737.000000 Penalty: 5542.981934
	Iteration 96Q: 3 clusters Score -9975737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 69541 members 
Entering Unmasked Estep 
Score: -9975737.000000 Penalty: 5542.981934
	Iteration 97Q: 3 clusters Score -9975737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 69564 members 
Entering Unmasked Estep 
Score: -9975753.000000 Penalty: 5542.981934
	Iteration 98Q: 3 clusters Score -9975753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 69578 members 
Entering Unmasked Estep 
Score: -9975758.000000 Penalty: 5542.981934
	Iteration 99Q: 3 clusters Score -9975758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 69592 members 
Entering Unmasked Estep 
Score: -9975767.000000 Penalty: 5542.981934
	Iteration 100F: 3 clusters Score -9975767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 69599 members 
Entering Unmasked Estep 
Score: -9975765.000000 Penalty: 5542.981934
	Iteration 101Q: 3 clusters Score -9975765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 69605 members 
Entering Unmasked Estep 
Score: -9975763.000000 Penalty: 5542.981934
	Iteration 102Q: 3 clusters Score -9975763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 69612 members 
Entering Unmasked Estep 
Score: -9975758.000000 Penalty: 5542.981934
	Iteration 103Q: 3 clusters Score -9975758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 69619 members 
Entering Unmasked Estep 
Score: -9975768.000000 Penalty: 5542.981934
	Iteration 104Q: 3 clusters Score -9975768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 69627 members 
Entering Unmasked Estep 
Score: -9975769.000000 Penalty: 5542.981934
	Iteration 105Q: 3 clusters Score -9975769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 69632 members 
Entering Unmasked Estep 
Score: -9975764.000000 Penalty: 5542.981934
	Iteration 106Q: 3 clusters Score -9975764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 69638 members 
Entering Unmasked Estep 
Score: -9975762.000000 Penalty: 5542.981934
	Iteration 107Q: 3 clusters Score -9975762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 69643 members 
Entering Unmasked Estep 
Score: -9975777.000000 Penalty: 5542.981934
	Iteration 108Q: 3 clusters Score -9975777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 69651 members 
Entering Unmasked Estep 
Score: -9975768.000000 Penalty: 5542.981934
	Iteration 109Q: 3 clusters Score -9975768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 69660 members 
Entering Unmasked Estep 
Score: -9975770.000000 Penalty: 5542.981934
	Iteration 110Q: 3 clusters Score -9975770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -9975770.000000 Penalty: 5542.981934
	Iteration 111Q: 3 clusters Score -9975770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 69677 members 
Entering Unmasked Estep 
Score: -9975760.000000 Penalty: 5542.981934
	Iteration 112Q: 3 clusters Score -9975760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 69685 members 
Entering Unmasked Estep 
Score: -9975762.000000 Penalty: 5542.981934
	Iteration 113Q: 3 clusters Score -9975762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 69694 members 
Entering Unmasked Estep 
Score: -9975772.000000 Penalty: 5542.981934
	Iteration 114Q: 3 clusters Score -9975772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 69704 members 
Entering Unmasked Estep 
Score: -9975767.000000 Penalty: 5542.981934
	Iteration 115Q: 3 clusters Score -9975767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 69713 members 
Entering Unmasked Estep 
Score: -9975776.000000 Penalty: 5542.981934
	Iteration 116Q: 3 clusters Score -9975776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 69719 members 
Entering Unmasked Estep 
Score: -9975772.000000 Penalty: 5542.981934
	Iteration 117Q: 3 clusters Score -9975772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 69723 members 
Entering Unmasked Estep 
Score: -9975780.000000 Penalty: 5542.981934
	Iteration 118Q: 3 clusters Score -9975780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 69729 members 
Entering Unmasked Estep 
Score: -9975787.000000 Penalty: 5542.981934
	Iteration 119Q: 3 clusters Score -9975787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 69734 members 
Entering Unmasked Estep 
Score: -9975782.000000 Penalty: 5542.981934
	Iteration 120F: 3 clusters Score -9975782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -9975791.000000 Penalty: 5542.981934
	Iteration 121Q: 3 clusters Score -9975791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 69747 members 
Entering Unmasked Estep 
Score: -9975793.000000 Penalty: 5542.981934
	Iteration 122Q: 3 clusters Score -9975793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
Score: -9975795.000000 Penalty: 5542.981934
	Iteration 123Q: 3 clusters Score -9975795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 69751 members 
Entering Unmasked Estep 
Score: -9975791.000000 Penalty: 5542.981934
	Iteration 124Q: 3 clusters Score -9975791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 69751 members 
Entering Unmasked Estep 
Score: -9975791.000000 Penalty: 5542.981934
	Iteration 125F: 3 clusters Score -9975791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -957344.437500 Penalty: 2195.034912
	Iteration 0F: 2 clusters Score -957344.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -951535.937500 Penalty: 4390.069824
	Iteration 0F: 3 clusters Score -951535.9 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -953069.375000 Penalty: 4390.069824
	Iteration 1F: 3 clusters Score -953069.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -953305.937500 Penalty: 4390.069824
	Iteration 2F: 3 clusters Score -953305.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -953456.562500 Penalty: 4390.069824
	Iteration 3Q: 3 clusters Score -953456.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -953572.625000 Penalty: 4390.069824
	Iteration 4Q: 3 clusters Score -953572.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -953668.250000 Penalty: 4390.069824
	Iteration 5Q: 3 clusters Score -953668.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -953757.750000 Penalty: 4390.069824
	Iteration 6Q: 3 clusters Score -953757.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -953833.187500 Penalty: 4390.069824
	Iteration 7Q: 3 clusters Score -953833.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -953913.812500 Penalty: 4390.069824
	Iteration 8Q: 3 clusters Score -953913.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -953994.062500 Penalty: 4390.069824
	Iteration 9Q: 3 clusters Score -953994.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -954085.250000 Penalty: 4390.069824
	Iteration 10Q: 3 clusters Score -954085.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -954187.812500 Penalty: 4390.069824
	Iteration 11Q: 3 clusters Score -954187.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -954295.250000 Penalty: 4390.069824
	Iteration 12Q: 3 clusters Score -954295.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -954415.750000 Penalty: 4390.069824
	Iteration 13Q: 3 clusters Score -954415.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -954530.750000 Penalty: 4390.069824
	Iteration 14Q: 3 clusters Score -954530.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -954632.562500 Penalty: 4390.069824
	Iteration 15Q: 3 clusters Score -954632.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -954735.000000 Penalty: 4390.069824
	Iteration 16Q: 3 clusters Score -954735 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -954818.750000 Penalty: 4390.069824
	Iteration 17Q: 3 clusters Score -954818.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -954908.250000 Penalty: 4390.069824
	Iteration 18Q: 3 clusters Score -954908.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -955003.375000 Penalty: 4390.069824
	Iteration 19Q: 3 clusters Score -955003.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -955069.687500 Penalty: 4390.069824
	Iteration 20F: 3 clusters Score -955069.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -955123.187500 Penalty: 4390.069824
	Iteration 21Q: 3 clusters Score -955123.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -955167.125000 Penalty: 4390.069824
	Iteration 22Q: 3 clusters Score -955167.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -955208.062500 Penalty: 4390.069824
	Iteration 23Q: 3 clusters Score -955208.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -955243.812500 Penalty: 4390.069824
	Iteration 24Q: 3 clusters Score -955243.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -955272.000000 Penalty: 4390.069824
	Iteration 25Q: 3 clusters Score -955272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -955298.812500 Penalty: 4390.069824
	Iteration 26Q: 3 clusters Score -955298.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -955310.625000 Penalty: 4390.069824
	Iteration 27Q: 3 clusters Score -955310.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -955326.062500 Penalty: 4390.069824
	Iteration 28Q: 3 clusters Score -955326.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -955339.750000 Penalty: 4390.069824
	Iteration 29Q: 3 clusters Score -955339.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -955349.000000 Penalty: 4390.069824
	Iteration 30Q: 3 clusters Score -955349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -955357.000000 Penalty: 4390.069824
	Iteration 31Q: 3 clusters Score -955357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -955361.000000 Penalty: 4390.069824
	Iteration 32Q: 3 clusters Score -955361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -955368.000000 Penalty: 4390.069824
	Iteration 33Q: 3 clusters Score -955368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -955374.062500 Penalty: 4390.069824
	Iteration 34Q: 3 clusters Score -955374.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -955382.625000 Penalty: 4390.069824
	Iteration 35Q: 3 clusters Score -955382.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -955385.250000 Penalty: 4390.069824
	Iteration 36Q: 3 clusters Score -955385.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -955386.687500 Penalty: 4390.069824
	Iteration 37Q: 3 clusters Score -955386.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -955391.250000 Penalty: 4390.069824
	Iteration 38Q: 3 clusters Score -955391.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -955394.062500 Penalty: 4390.069824
	Iteration 39Q: 3 clusters Score -955394.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -955398.125000 Penalty: 4390.069824
	Iteration 40F: 3 clusters Score -955398.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -955409.000000 Penalty: 4390.069824
	Iteration 41Q: 3 clusters Score -955409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -955421.937500 Penalty: 4390.069824
	Iteration 42Q: 3 clusters Score -955421.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -955430.437500 Penalty: 4390.069824
	Iteration 43Q: 3 clusters Score -955430.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -955435.062500 Penalty: 4390.069824
	Iteration 44Q: 3 clusters Score -955435.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -955438.437500 Penalty: 4390.069824
	Iteration 45Q: 3 clusters Score -955438.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -955438.937500 Penalty: 4390.069824
	Iteration 46Q: 3 clusters Score -955438.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -955441.125000 Penalty: 4390.069824
	Iteration 47Q: 3 clusters Score -955441.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -955441.687500 Penalty: 4390.069824
	Iteration 48Q: 3 clusters Score -955441.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -955444.125000 Penalty: 4390.069824
	Iteration 49Q: 3 clusters Score -955444.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -955446.562500 Penalty: 4390.069824
	Iteration 50Q: 3 clusters Score -955446.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -955450.250000 Penalty: 4390.069824
	Iteration 51Q: 3 clusters Score -955450.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -955453.187500 Penalty: 4390.069824
	Iteration 52Q: 3 clusters Score -955453.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -955458.375000 Penalty: 4390.069824
	Iteration 53Q: 3 clusters Score -955458.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -955461.562500 Penalty: 4390.069824
	Iteration 54Q: 3 clusters Score -955461.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -955465.250000 Penalty: 4390.069824
	Iteration 55Q: 3 clusters Score -955465.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -955469.625000 Penalty: 4390.069824
	Iteration 56Q: 3 clusters Score -955469.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -955470.000000 Penalty: 4390.069824
	Iteration 57Q: 3 clusters Score -955470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -955472.937500 Penalty: 4390.069824
	Iteration 58Q: 3 clusters Score -955472.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -955472.812500 Penalty: 4390.069824
	Iteration 59Q: 3 clusters Score -955472.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -955472.937500 Penalty: 4390.069824
	Iteration 60F: 3 clusters Score -955472.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -955475.437500 Penalty: 4390.069824
	Iteration 61Q: 3 clusters Score -955475.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -955475.437500 Penalty: 4390.069824
	Iteration 62F: 3 clusters Score -955475.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (138037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138037 members 
Entering Unmasked Estep 
Score: -19227060.000000 Penalty: 2935.148682
	Iteration 0F: 2 clusters Score -1.922706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68900 members 
Mstep: Class 2 contains 69137 members 
Entering Unmasked Estep 
Score: -19137462.000000 Penalty: 5870.297363
	Iteration 0F: 3 clusters Score -1.913746e+07 nChanged 66046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67890 members 
Mstep: Class 2 contains 70147 members 
Entering Unmasked Estep 
Score: -19175414.000000 Penalty: 5870.297363
	Iteration 1F: 3 clusters Score -1.917541e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67360 members 
Mstep: Class 2 contains 70677 members 
Entering Unmasked Estep 
Score: -19176620.000000 Penalty: 5870.297363
	Iteration 2Q: 3 clusters Score -1.917662e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66664 members 
Mstep: Class 2 contains 71373 members 
Entering Unmasked Estep 
Score: -19178242.000000 Penalty: 5870.297363
	Iteration 3Q: 3 clusters Score -1.917824e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65849 members 
Mstep: Class 2 contains 72188 members 
Entering Unmasked Estep 
Score: -19180510.000000 Penalty: 5870.297363
	Iteration 4Q: 3 clusters Score -1.918051e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64884 members 
Mstep: Class 2 contains 73153 members 
Entering Unmasked Estep 
Score: -19184036.000000 Penalty: 5870.297363
	Iteration 5Q: 3 clusters Score -1.918404e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 74209 members 
Entering Unmasked Estep 
Score: -19188942.000000 Penalty: 5870.297363
	Iteration 6F: 3 clusters Score -1.918894e+07 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63039 members 
Mstep: Class 2 contains 74998 members 
Entering Unmasked Estep 
Score: -19195576.000000 Penalty: 5870.297363
	Iteration 7F: 3 clusters Score -1.919558e+07 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62722 members 
Mstep: Class 2 contains 75315 members 
Entering Unmasked Estep 
Score: -19202542.000000 Penalty: 5870.297363
	Iteration 8F: 3 clusters Score -1.920254e+07 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63007 members 
Mstep: Class 2 contains 75030 members 
Entering Unmasked Estep 
Score: -19207916.000000 Penalty: 5870.297363
	Iteration 9F: 3 clusters Score -1.920792e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63550 members 
Mstep: Class 2 contains 74487 members 
Entering Unmasked Estep 
Score: -19210268.000000 Penalty: 5870.297363
	Iteration 10Q: 3 clusters Score -1.921027e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63972 members 
Mstep: Class 2 contains 74065 members 
Entering Unmasked Estep 
Score: -19211066.000000 Penalty: 5870.297363
	Iteration 11Q: 3 clusters Score -1.921107e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64356 members 
Mstep: Class 2 contains 73681 members 
Entering Unmasked Estep 
Score: -19211376.000000 Penalty: 5870.297363
	Iteration 12Q: 3 clusters Score -1.921138e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64737 members 
Mstep: Class 2 contains 73300 members 
Entering Unmasked Estep 
Score: -19211726.000000 Penalty: 5870.297363
	Iteration 13Q: 3 clusters Score -1.921173e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65096 members 
Mstep: Class 2 contains 72941 members 
Entering Unmasked Estep 
Score: -19211916.000000 Penalty: 5870.297363
	Iteration 14Q: 3 clusters Score -1.921192e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 72558 members 
Entering Unmasked Estep 
Score: -19212108.000000 Penalty: 5870.297363
	Iteration 15Q: 3 clusters Score -1.921211e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65869 members 
Mstep: Class 2 contains 72168 members 
Entering Unmasked Estep 
Score: -19212200.000000 Penalty: 5870.297363
	Iteration 16Q: 3 clusters Score -1.92122e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66227 members 
Mstep: Class 2 contains 71810 members 
Entering Unmasked Estep 
Score: -19212380.000000 Penalty: 5870.297363
	Iteration 17Q: 3 clusters Score -1.921238e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66599 members 
Mstep: Class 2 contains 71438 members 
Entering Unmasked Estep 
Score: -19212476.000000 Penalty: 5870.297363
	Iteration 18Q: 3 clusters Score -1.921248e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66970 members 
Mstep: Class 2 contains 71067 members 
Entering Unmasked Estep 
Score: -19212620.000000 Penalty: 5870.297363
	Iteration 19Q: 3 clusters Score -1.921262e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67344 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -19212744.000000 Penalty: 5870.297363
	Iteration 20F: 3 clusters Score -1.921274e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67705 members 
Mstep: Class 2 contains 70332 members 
Entering Unmasked Estep 
Score: -19212840.000000 Penalty: 5870.297363
	Iteration 21Q: 3 clusters Score -1.921284e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68036 members 
Mstep: Class 2 contains 70001 members 
Entering Unmasked Estep 
Score: -19212872.000000 Penalty: 5870.297363
	Iteration 22Q: 3 clusters Score -1.921287e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68363 members 
Mstep: Class 2 contains 69674 members 
Entering Unmasked Estep 
Score: -19213012.000000 Penalty: 5870.297363
	Iteration 23Q: 3 clusters Score -1.921301e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68758 members 
Mstep: Class 2 contains 69279 members 
Entering Unmasked Estep 
Score: -19213148.000000 Penalty: 5870.297363
	Iteration 24Q: 3 clusters Score -1.921315e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69195 members 
Mstep: Class 2 contains 68842 members 
Entering Unmasked Estep 
Score: -19213242.000000 Penalty: 5870.297363
	Iteration 25Q: 3 clusters Score -1.921324e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69625 members 
Mstep: Class 2 contains 68412 members 
Entering Unmasked Estep 
Score: -19213292.000000 Penalty: 5870.297363
	Iteration 26Q: 3 clusters Score -1.921329e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70037 members 
Mstep: Class 2 contains 68000 members 
Entering Unmasked Estep 
Score: -19213374.000000 Penalty: 5870.297363
	Iteration 27Q: 3 clusters Score -1.921337e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70457 members 
Mstep: Class 2 contains 67580 members 
Entering Unmasked Estep 
Score: -19213418.000000 Penalty: 5870.297363
	Iteration 28Q: 3 clusters Score -1.921342e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70864 members 
Mstep: Class 2 contains 67173 members 
Entering Unmasked Estep 
Score: -19213416.000000 Penalty: 5870.297363
	Iteration 29Q: 3 clusters Score -1.921342e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71276 members 
Mstep: Class 2 contains 66761 members 
Entering Unmasked Estep 
Score: -19213478.000000 Penalty: 5870.297363
	Iteration 30Q: 3 clusters Score -1.921348e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71681 members 
Mstep: Class 2 contains 66356 members 
Entering Unmasked Estep 
Score: -19213534.000000 Penalty: 5870.297363
	Iteration 31Q: 3 clusters Score -1.921353e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72050 members 
Mstep: Class 2 contains 65987 members 
Entering Unmasked Estep 
Score: -19213602.000000 Penalty: 5870.297363
	Iteration 32Q: 3 clusters Score -1.92136e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72451 members 
Mstep: Class 2 contains 65586 members 
Entering Unmasked Estep 
Score: -19213582.000000 Penalty: 5870.297363
	Iteration 33Q: 3 clusters Score -1.921358e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72867 members 
Mstep: Class 2 contains 65170 members 
Entering Unmasked Estep 
Score: -19213584.000000 Penalty: 5870.297363
	Iteration 34Q: 3 clusters Score -1.921358e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73283 members 
Mstep: Class 2 contains 64754 members 
Entering Unmasked Estep 
Score: -19213580.000000 Penalty: 5870.297363
	Iteration 35Q: 3 clusters Score -1.921358e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73730 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -19213550.000000 Penalty: 5870.297363
	Iteration 36Q: 3 clusters Score -1.921355e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74198 members 
Mstep: Class 2 contains 63839 members 
Entering Unmasked Estep 
Score: -19213606.000000 Penalty: 5870.297363
	Iteration 37Q: 3 clusters Score -1.921361e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74695 members 
Mstep: Class 2 contains 63342 members 
Entering Unmasked Estep 
Score: -19213680.000000 Penalty: 5870.297363
	Iteration 38Q: 3 clusters Score -1.921368e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75189 members 
Mstep: Class 2 contains 62848 members 
Entering Unmasked Estep 
Score: -19213712.000000 Penalty: 5870.297363
	Iteration 39Q: 3 clusters Score -1.921371e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75679 members 
Mstep: Class 2 contains 62358 members 
Entering Unmasked Estep 
Score: -19213742.000000 Penalty: 5870.297363
	Iteration 40F: 3 clusters Score -1.921374e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76203 members 
Mstep: Class 2 contains 61834 members 
Entering Unmasked Estep 
Score: -19213782.000000 Penalty: 5870.297363
	Iteration 41Q: 3 clusters Score -1.921378e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76735 members 
Mstep: Class 2 contains 61302 members 
Entering Unmasked Estep 
Score: -19213836.000000 Penalty: 5870.297363
	Iteration 42Q: 3 clusters Score -1.921384e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77313 members 
Mstep: Class 2 contains 60724 members 
Entering Unmasked Estep 
Score: -19213976.000000 Penalty: 5870.297363
	Iteration 43Q: 3 clusters Score -1.921398e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77903 members 
Mstep: Class 2 contains 60134 members 
Entering Unmasked Estep 
Score: -19214026.000000 Penalty: 5870.297363
	Iteration 44Q: 3 clusters Score -1.921403e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78529 members 
Mstep: Class 2 contains 59508 members 
Entering Unmasked Estep 
Score: -19214078.000000 Penalty: 5870.297363
	Iteration 45Q: 3 clusters Score -1.921408e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79156 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -19214146.000000 Penalty: 5870.297363
	Iteration 46Q: 3 clusters Score -1.921415e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79844 members 
Mstep: Class 2 contains 58193 members 
Entering Unmasked Estep 
Score: -19214180.000000 Penalty: 5870.297363
	Iteration 47Q: 3 clusters Score -1.921418e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80544 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
Score: -19214252.000000 Penalty: 5870.297363
	Iteration 48Q: 3 clusters Score -1.921425e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81285 members 
Mstep: Class 2 contains 56752 members 
Entering Unmasked Estep 
Score: -19214352.000000 Penalty: 5870.297363
	Iteration 49Q: 3 clusters Score -1.921435e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82084 members 
Mstep: Class 2 contains 55953 members 
Entering Unmasked Estep 
Score: -19214454.000000 Penalty: 5870.297363
	Iteration 50Q: 3 clusters Score -1.921445e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82936 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -19214552.000000 Penalty: 5870.297363
	Iteration 51Q: 3 clusters Score -1.921455e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83890 members 
Mstep: Class 2 contains 54147 members 
Entering Unmasked Estep 
Score: -19214666.000000 Penalty: 5870.297363
	Iteration 52Q: 3 clusters Score -1.921467e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84889 members 
Mstep: Class 2 contains 53148 members 
Entering Unmasked Estep 
Score: -19214872.000000 Penalty: 5870.297363
	Iteration 53Q: 3 clusters Score -1.921487e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86000 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -19214956.000000 Penalty: 5870.297363
	Iteration 54Q: 3 clusters Score -1.921496e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87155 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -19215096.000000 Penalty: 5870.297363
	Iteration 55Q: 3 clusters Score -1.92151e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88363 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -19215208.000000 Penalty: 5870.297363
	Iteration 56Q: 3 clusters Score -1.921521e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89620 members 
Mstep: Class 2 contains 48417 members 
Entering Unmasked Estep 
Score: -19215322.000000 Penalty: 5870.297363
	Iteration 57Q: 3 clusters Score -1.921532e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90926 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -19215570.000000 Penalty: 5870.297363
	Iteration 58Q: 3 clusters Score -1.921557e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92245 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -19215730.000000 Penalty: 5870.297363
	Iteration 59Q: 3 clusters Score -1.921573e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93631 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -19216000.000000 Penalty: 5870.297363
	Iteration 60F: 3 clusters Score -1.9216e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95008 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -19216184.000000 Penalty: 5870.297363
	Iteration 61Q: 3 clusters Score -1.921618e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96416 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -19216500.000000 Penalty: 5870.297363
	Iteration 62Q: 3 clusters Score -1.92165e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97799 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -19216784.000000 Penalty: 5870.297363
	Iteration 63Q: 3 clusters Score -1.921678e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99245 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -19216988.000000 Penalty: 5870.297363
	Iteration 64Q: 3 clusters Score -1.921699e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100616 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -19217220.000000 Penalty: 5870.297363
	Iteration 65Q: 3 clusters Score -1.921722e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102060 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -19217476.000000 Penalty: 5870.297363
	Iteration 66Q: 3 clusters Score -1.921748e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103620 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -19217892.000000 Penalty: 5870.297363
	Iteration 67Q: 3 clusters Score -1.921789e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105288 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -19218222.000000 Penalty: 5870.297363
	Iteration 68Q: 3 clusters Score -1.921822e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107068 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -19218644.000000 Penalty: 5870.297363
	Iteration 69Q: 3 clusters Score -1.921864e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108894 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -19219180.000000 Penalty: 5870.297363
	Iteration 70Q: 3 clusters Score -1.921918e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110774 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -19219524.000000 Penalty: 5870.297363
	Iteration 71Q: 3 clusters Score -1.921952e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112651 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -19220044.000000 Penalty: 5870.297363
	Iteration 72Q: 3 clusters Score -1.922004e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114474 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -19220454.000000 Penalty: 5870.297363
	Iteration 73Q: 3 clusters Score -1.922045e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116244 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -19220800.000000 Penalty: 5870.297363
	Iteration 74Q: 3 clusters Score -1.92208e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117928 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -19221242.000000 Penalty: 5870.297363
	Iteration 75Q: 3 clusters Score -1.922124e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119477 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -19221496.000000 Penalty: 5870.297363
	Iteration 76Q: 3 clusters Score -1.92215e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120926 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -19221688.000000 Penalty: 5870.297363
	Iteration 77Q: 3 clusters Score -1.922169e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122220 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -19221894.000000 Penalty: 5870.297363
	Iteration 78Q: 3 clusters Score -1.922189e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123416 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -19222080.000000 Penalty: 5870.297363
	Iteration 79Q: 3 clusters Score -1.922208e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124519 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -19222376.000000 Penalty: 5870.297363
	Iteration 80F: 3 clusters Score -1.922238e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125573 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -19222524.000000 Penalty: 5870.297363
	Iteration 81Q: 3 clusters Score -1.922252e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126618 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -19222704.000000 Penalty: 5870.297363
	Iteration 82Q: 3 clusters Score -1.92227e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127594 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -19222888.000000 Penalty: 5870.297363
	Iteration 83Q: 3 clusters Score -1.922289e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128482 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -19223076.000000 Penalty: 5870.297363
	Iteration 84Q: 3 clusters Score -1.922308e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129300 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -19223170.000000 Penalty: 5870.297363
	Iteration 85Q: 3 clusters Score -1.922317e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130055 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -19223324.000000 Penalty: 5870.297363
	Iteration 86Q: 3 clusters Score -1.922332e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130721 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -19223458.000000 Penalty: 5870.297363
	Iteration 87Q: 3 clusters Score -1.922346e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131334 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -19223604.000000 Penalty: 5870.297363
	Iteration 88Q: 3 clusters Score -1.92236e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131912 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -19223734.000000 Penalty: 5870.297363
	Iteration 89Q: 3 clusters Score -1.922373e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132447 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -19223818.000000 Penalty: 5870.297363
	Iteration 90Q: 3 clusters Score -1.922382e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132935 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -19223956.000000 Penalty: 5870.297363
	Iteration 91Q: 3 clusters Score -1.922396e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133370 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -19224048.000000 Penalty: 5870.297363
	Iteration 92Q: 3 clusters Score -1.922405e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133768 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -19224114.000000 Penalty: 5870.297363
	Iteration 93Q: 3 clusters Score -1.922411e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134115 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -19224178.000000 Penalty: 5870.297363
	Iteration 94Q: 3 clusters Score -1.922418e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134420 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -19224256.000000 Penalty: 5870.297363
	Iteration 95Q: 3 clusters Score -1.922426e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134692 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -19224368.000000 Penalty: 5870.297363
	Iteration 96Q: 3 clusters Score -1.922437e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134951 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -19224452.000000 Penalty: 5870.297363
	Iteration 97Q: 3 clusters Score -1.922445e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135161 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -19224474.000000 Penalty: 5870.297363
	Iteration 98Q: 3 clusters Score -1.922447e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135360 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -19224540.000000 Penalty: 5870.297363
	Iteration 99Q: 3 clusters Score -1.922454e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135541 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -19224584.000000 Penalty: 5870.297363
	Iteration 100F: 3 clusters Score -1.922458e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135697 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -19224602.000000 Penalty: 5870.297363
	Iteration 101Q: 3 clusters Score -1.92246e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135822 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -19224638.000000 Penalty: 5870.297363
	Iteration 102Q: 3 clusters Score -1.922464e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135927 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -19224698.000000 Penalty: 5870.297363
	Iteration 103Q: 3 clusters Score -1.92247e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136021 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -19224698.000000 Penalty: 5870.297363
	Iteration 104Q: 3 clusters Score -1.92247e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136086 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -19224694.000000 Penalty: 5870.297363
	Iteration 105Q: 3 clusters Score -1.922469e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136154 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -19224700.000000 Penalty: 5870.297363
	Iteration 106Q: 3 clusters Score -1.92247e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136218 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -19224716.000000 Penalty: 5870.297363
	Iteration 107Q: 3 clusters Score -1.922472e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136290 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -19224766.000000 Penalty: 5870.297363
	Iteration 108Q: 3 clusters Score -1.922477e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136346 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -19224770.000000 Penalty: 5870.297363
	Iteration 109Q: 3 clusters Score -1.922477e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136407 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -19224794.000000 Penalty: 5870.297363
	Iteration 110Q: 3 clusters Score -1.922479e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136455 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -19224788.000000 Penalty: 5870.297363
	Iteration 111Q: 3 clusters Score -1.922479e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136497 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -19224774.000000 Penalty: 5870.297363
	Iteration 112Q: 3 clusters Score -1.922477e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136531 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -19224786.000000 Penalty: 5870.297363
	Iteration 113Q: 3 clusters Score -1.922479e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136562 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -19224798.000000 Penalty: 5870.297363
	Iteration 114Q: 3 clusters Score -1.92248e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136588 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -19224804.000000 Penalty: 5870.297363
	Iteration 115Q: 3 clusters Score -1.92248e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136609 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -19224832.000000 Penalty: 5870.297363
	Iteration 116Q: 3 clusters Score -1.922483e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136630 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -19224806.000000 Penalty: 5870.297363
	Iteration 117Q: 3 clusters Score -1.922481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136637 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -19224814.000000 Penalty: 5870.297363
	Iteration 118Q: 3 clusters Score -1.922481e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136649 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -19224808.000000 Penalty: 5870.297363
	Iteration 119Q: 3 clusters Score -1.922481e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136662 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -19224812.000000 Penalty: 5870.297363
	Iteration 120F: 3 clusters Score -1.922481e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136674 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -19224806.000000 Penalty: 5870.297363
	Iteration 121Q: 3 clusters Score -1.922481e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136682 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -19224824.000000 Penalty: 5870.297363
	Iteration 122Q: 3 clusters Score -1.922482e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136690 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -19224822.000000 Penalty: 5870.297363
	Iteration 123Q: 3 clusters Score -1.922482e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136697 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -19224836.000000 Penalty: 5870.297363
	Iteration 124Q: 3 clusters Score -1.922484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136702 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -19224822.000000 Penalty: 5870.297363
	Iteration 125Q: 3 clusters Score -1.922482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136706 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -19224828.000000 Penalty: 5870.297363
	Iteration 126Q: 3 clusters Score -1.922483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136711 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -19224812.000000 Penalty: 5870.297363
	Iteration 127Q: 3 clusters Score -1.922481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136713 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -19224822.000000 Penalty: 5870.297363
	Iteration 128Q: 3 clusters Score -1.922482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136712 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -19224820.000000 Penalty: 5870.297363
	Iteration 129Q: 3 clusters Score -1.922482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136712 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -19224820.000000 Penalty: 5870.297363
	Iteration 130F: 3 clusters Score -1.922482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Entering Unmasked Estep 
Score: -2117276.750000 Penalty: 2411.032715
	Iteration 0F: 2 clusters Score -2117277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2105426.250000 Penalty: 4822.065430
	Iteration 0F: 3 clusters Score -2105426 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2110168.250000 Penalty: 4822.065430
	Iteration 1F: 3 clusters Score -2110168 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2111690.000000 Penalty: 4822.065430
	Iteration 2F: 3 clusters Score -2111690 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2113568.750000 Penalty: 4822.065430
	Iteration 3F: 3 clusters Score -2113569 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2115342.250000 Penalty: 4822.065430
	Iteration 4F: 3 clusters Score -2115342 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2116537.500000 Penalty: 4822.065430
	Iteration 5F: 3 clusters Score -2116538 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2117118.250000 Penalty: 4822.065430
	Iteration 6F: 3 clusters Score -2117118 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2117402.000000 Penalty: 4822.065430
	Iteration 7Q: 3 clusters Score -2117402 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2117555.000000 Penalty: 4822.065430
	Iteration 8Q: 3 clusters Score -2117555 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2117635.750000 Penalty: 4822.065430
	Iteration 9Q: 3 clusters Score -2117636 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2117666.000000 Penalty: 4822.065430
	Iteration 10Q: 3 clusters Score -2117666 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2117693.750000 Penalty: 4822.065430
	Iteration 11Q: 3 clusters Score -2117694 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2117714.500000 Penalty: 4822.065430
	Iteration 12Q: 3 clusters Score -2117714 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2117726.500000 Penalty: 4822.065430
	Iteration 13Q: 3 clusters Score -2117726 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2117733.250000 Penalty: 4822.065430
	Iteration 14Q: 3 clusters Score -2117733 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2117742.000000 Penalty: 4822.065430
	Iteration 15Q: 3 clusters Score -2117742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2117751.250000 Penalty: 4822.065430
	Iteration 16Q: 3 clusters Score -2117751 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2117765.750000 Penalty: 4822.065430
	Iteration 17Q: 3 clusters Score -2117766 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2117769.500000 Penalty: 4822.065430
	Iteration 18Q: 3 clusters Score -2117770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2117772.750000 Penalty: 4822.065430
	Iteration 19Q: 3 clusters Score -2117773 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2117769.500000 Penalty: 4822.065430
	Iteration 20F: 3 clusters Score -2117770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2117776.750000 Penalty: 4822.065430
	Iteration 21Q: 3 clusters Score -2117777 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2117782.750000 Penalty: 4822.065430
	Iteration 22Q: 3 clusters Score -2117783 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2117786.000000 Penalty: 4822.065430
	Iteration 23Q: 3 clusters Score -2117786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2117792.250000 Penalty: 4822.065430
	Iteration 24Q: 3 clusters Score -2117792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2117794.750000 Penalty: 4822.065430
	Iteration 25Q: 3 clusters Score -2117795 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2117797.750000 Penalty: 4822.065430
	Iteration 26Q: 3 clusters Score -2117798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2117800.250000 Penalty: 4822.065430
	Iteration 27Q: 3 clusters Score -2117800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2117804.000000 Penalty: 4822.065430
	Iteration 28Q: 3 clusters Score -2117804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2117808.000000 Penalty: 4822.065430
	Iteration 29Q: 3 clusters Score -2117808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2117808.000000 Penalty: 4822.065430
	Iteration 30Q: 3 clusters Score -2117808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2117810.750000 Penalty: 4822.065430
	Iteration 31Q: 3 clusters Score -2117811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2117814.000000 Penalty: 4822.065430
	Iteration 32Q: 3 clusters Score -2117814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2117816.250000 Penalty: 4822.065430
	Iteration 33Q: 3 clusters Score -2117816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2117818.250000 Penalty: 4822.065430
	Iteration 34Q: 3 clusters Score -2117818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2117817.000000 Penalty: 4822.065430
	Iteration 35Q: 3 clusters Score -2117817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2117820.500000 Penalty: 4822.065430
	Iteration 36Q: 3 clusters Score -2117820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2117828.750000 Penalty: 4822.065430
	Iteration 37Q: 3 clusters Score -2117829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2117830.250000 Penalty: 4822.065430
	Iteration 38Q: 3 clusters Score -2117830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2117831.250000 Penalty: 4822.065430
	Iteration 39Q: 3 clusters Score -2117831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2117833.250000 Penalty: 4822.065430
	Iteration 40F: 3 clusters Score -2117833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2117838.000000 Penalty: 4822.065430
	Iteration 41Q: 3 clusters Score -2117838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2117837.750000 Penalty: 4822.065430
	Iteration 42Q: 3 clusters Score -2117838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2117836.500000 Penalty: 4822.065430
	Iteration 43Q: 3 clusters Score -2117836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2117835.000000 Penalty: 4822.065430
	Iteration 44Q: 3 clusters Score -2117835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2117835.500000 Penalty: 4822.065430
	Iteration 45Q: 3 clusters Score -2117836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2117835.000000 Penalty: 4822.065430
	Iteration 46Q: 3 clusters Score -2117835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2117835.750000 Penalty: 4822.065430
	Iteration 47Q: 3 clusters Score -2117836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2117836.750000 Penalty: 4822.065430
	Iteration 48Q: 3 clusters Score -2117837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2117835.500000 Penalty: 4822.065430
	Iteration 49Q: 3 clusters Score -2117836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2117836.250000 Penalty: 4822.065430
	Iteration 50Q: 3 clusters Score -2117836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2117835.000000 Penalty: 4822.065430
	Iteration 51Q: 3 clusters Score -2117835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2117836.250000 Penalty: 4822.065430
	Iteration 52Q: 3 clusters Score -2117836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2117836.250000 Penalty: 4822.065430
	Iteration 53F: 3 clusters Score -2117836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 54967 members 
Mstep: Class 3 contains 12912 members 
Mstep: Class 4 contains 43353 members 
Mstep: Class 5 contains 47099 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 3500 members 
Mstep: Class 9 contains 71351 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 138037 members 
Mstep: Class 12 contains 6883 members 
Mstep: Class 13 contains 153261 members 
Mstep: Class 14 contains 151457 members 
Mstep: Class 15 contains 48712 members 
Mstep: Class 16 contains 7272 members 
Mstep: Class 17 contains 10645 members 
Mstep: Class 18 contains 2929 members 
Mstep: Class 19 contains 132786 members 
Mstep: Class 20 contains 13791 members 
Mstep: Class 21 contains 2183 members 
Mstep: Class 22 contains 6556 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 62072 members 
Mstep: Class 25 contains 35500 members 
Mstep: Class 26 contains 3677 members 
Mstep: Class 27 contains 1787 members 
Mstep: Class 28 contains 5961 members 
Mstep: Class 29 contains 9796 members 
Entering Unmasked Estep 
Score: -142919056.000000 Penalty: 99736.046875
Splitting cluster 12 changes total score from -142917936.000000 to -142919056.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (153261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153261 members 
Entering Unmasked Estep 
Score: -21295654.000000 Penalty: 2961.094482
	Iteration 0F: 2 clusters Score -2.129565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76631 members 
Mstep: Class 2 contains 76630 members 
Entering Unmasked Estep 
Score: -21197622.000000 Penalty: 5922.188965
	Iteration 0F: 3 clusters Score -2.119762e+07 nChanged 73302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75157 members 
Mstep: Class 2 contains 78104 members 
Entering Unmasked Estep 
Score: -21239640.000000 Penalty: 5922.188965
	Iteration 1F: 3 clusters Score -2.123964e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73967 members 
Mstep: Class 2 contains 79294 members 
Entering Unmasked Estep 
Score: -21240360.000000 Penalty: 5922.188965
	Iteration 2Q: 3 clusters Score -2.124036e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72133 members 
Mstep: Class 2 contains 81128 members 
Entering Unmasked Estep 
Score: -21241378.000000 Penalty: 5922.188965
	Iteration 3Q: 3 clusters Score -2.124138e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69294 members 
Mstep: Class 2 contains 83967 members 
Entering Unmasked Estep 
Score: -21242822.000000 Penalty: 5922.188965
	Iteration 4Q: 3 clusters Score -2.124282e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65081 members 
Mstep: Class 2 contains 88180 members 
Entering Unmasked Estep 
Score: -21245184.000000 Penalty: 5922.188965
	Iteration 5Q: 3 clusters Score -2.124518e+07 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 94276 members 
Entering Unmasked Estep 
Score: -21249642.000000 Penalty: 5922.188965
	Iteration 6F: 3 clusters Score -2.124964e+07 nChanged 10694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50853 members 
Mstep: Class 2 contains 102408 members 
Entering Unmasked Estep 
Score: -21256738.000000 Penalty: 5922.188965
	Iteration 7F: 3 clusters Score -2.125674e+07 nChanged 12044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 112054 members 
Entering Unmasked Estep 
Score: -21266100.000000 Penalty: 5922.188965
	Iteration 8F: 3 clusters Score -2.12661e+07 nChanged 11641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 122247 members 
Entering Unmasked Estep 
Score: -21275524.000000 Penalty: 5922.188965
	Iteration 9F: 3 clusters Score -2.127552e+07 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 131145 members 
Entering Unmasked Estep 
Score: -21282114.000000 Penalty: 5922.188965
	Iteration 10F: 3 clusters Score -2.128211e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 137758 members 
Entering Unmasked Estep 
Score: -21286338.000000 Penalty: 5922.188965
	Iteration 11Q: 3 clusters Score -2.128634e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 142206 members 
Entering Unmasked Estep 
Score: -21288990.000000 Penalty: 5922.188965
	Iteration 12Q: 3 clusters Score -2.128899e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 145207 members 
Entering Unmasked Estep 
Score: -21290704.000000 Penalty: 5922.188965
	Iteration 13Q: 3 clusters Score -2.12907e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 147139 members 
Entering Unmasked Estep 
Score: -21291822.000000 Penalty: 5922.188965
	Iteration 14Q: 3 clusters Score -2.129182e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 148426 members 
Entering Unmasked Estep 
Score: -21292524.000000 Penalty: 5922.188965
	Iteration 15Q: 3 clusters Score -2.129252e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 149278 members 
Entering Unmasked Estep 
Score: -21292864.000000 Penalty: 5922.188965
	Iteration 16Q: 3 clusters Score -2.129286e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 149924 members 
Entering Unmasked Estep 
Score: -21293034.000000 Penalty: 5922.188965
	Iteration 17Q: 3 clusters Score -2.129303e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 150420 members 
Entering Unmasked Estep 
Score: -21293124.000000 Penalty: 5922.188965
	Iteration 18Q: 3 clusters Score -2.129312e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 150808 members 
Entering Unmasked Estep 
Score: -21293202.000000 Penalty: 5922.188965
	Iteration 19Q: 3 clusters Score -2.12932e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 151117 members 
Entering Unmasked Estep 
Score: -21293308.000000 Penalty: 5922.188965
	Iteration 20F: 3 clusters Score -2.129331e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 151358 members 
Entering Unmasked Estep 
Score: -21293394.000000 Penalty: 5922.188965
	Iteration 21Q: 3 clusters Score -2.129339e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 151536 members 
Entering Unmasked Estep 
Score: -21293406.000000 Penalty: 5922.188965
	Iteration 22Q: 3 clusters Score -2.129341e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 151699 members 
Entering Unmasked Estep 
Score: -21293438.000000 Penalty: 5922.188965
	Iteration 23Q: 3 clusters Score -2.129344e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 151836 members 
Entering Unmasked Estep 
Score: -21293492.000000 Penalty: 5922.188965
	Iteration 24Q: 3 clusters Score -2.129349e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 151926 members 
Entering Unmasked Estep 
Score: -21293478.000000 Penalty: 5922.188965
	Iteration 25Q: 3 clusters Score -2.129348e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 152018 members 
Entering Unmasked Estep 
Score: -21293452.000000 Penalty: 5922.188965
	Iteration 26Q: 3 clusters Score -2.129345e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 152101 members 
Entering Unmasked Estep 
Score: -21293458.000000 Penalty: 5922.188965
	Iteration 27Q: 3 clusters Score -2.129346e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 152163 members 
Entering Unmasked Estep 
Score: -21293458.000000 Penalty: 5922.188965
	Iteration 28Q: 3 clusters Score -2.129346e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 152214 members 
Entering Unmasked Estep 
Score: -21293498.000000 Penalty: 5922.188965
	Iteration 29Q: 3 clusters Score -2.12935e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 152257 members 
Entering Unmasked Estep 
Score: -21293462.000000 Penalty: 5922.188965
	Iteration 30Q: 3 clusters Score -2.129346e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 152286 members 
Entering Unmasked Estep 
Score: -21293456.000000 Penalty: 5922.188965
	Iteration 31Q: 3 clusters Score -2.129346e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 152317 members 
Entering Unmasked Estep 
Score: -21293466.000000 Penalty: 5922.188965
	Iteration 32Q: 3 clusters Score -2.129347e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 152348 members 
Entering Unmasked Estep 
Score: -21293460.000000 Penalty: 5922.188965
	Iteration 33Q: 3 clusters Score -2.129346e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 152374 members 
Entering Unmasked Estep 
Score: -21293450.000000 Penalty: 5922.188965
	Iteration 34Q: 3 clusters Score -2.129345e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 152392 members 
Entering Unmasked Estep 
Score: -21293466.000000 Penalty: 5922.188965
	Iteration 35Q: 3 clusters Score -2.129347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 152399 members 
Entering Unmasked Estep 
Score: -21293470.000000 Penalty: 5922.188965
	Iteration 36Q: 3 clusters Score -2.129347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 152406 members 
Entering Unmasked Estep 
Score: -21293472.000000 Penalty: 5922.188965
	Iteration 37Q: 3 clusters Score -2.129347e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 152412 members 
Entering Unmasked Estep 
Score: -21293474.000000 Penalty: 5922.188965
	Iteration 38Q: 3 clusters Score -2.129347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 152422 members 
Entering Unmasked Estep 
Score: -21293468.000000 Penalty: 5922.188965
	Iteration 39Q: 3 clusters Score -2.129347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 152429 members 
Entering Unmasked Estep 
Score: -21293484.000000 Penalty: 5922.188965
	Iteration 40F: 3 clusters Score -2.129348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 152439 members 
Entering Unmasked Estep 
Score: -21293488.000000 Penalty: 5922.188965
	Iteration 41Q: 3 clusters Score -2.129349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 152445 members 
Entering Unmasked Estep 
Score: -21293474.000000 Penalty: 5922.188965
	Iteration 42Q: 3 clusters Score -2.129347e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 152453 members 
Entering Unmasked Estep 
Score: -21293482.000000 Penalty: 5922.188965
	Iteration 43Q: 3 clusters Score -2.129348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 152463 members 
Entering Unmasked Estep 
Score: -21293458.000000 Penalty: 5922.188965
	Iteration 44Q: 3 clusters Score -2.129346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 152468 members 
Entering Unmasked Estep 
Score: -21293468.000000 Penalty: 5922.188965
	Iteration 45Q: 3 clusters Score -2.129347e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 152476 members 
Entering Unmasked Estep 
Score: -21293460.000000 Penalty: 5922.188965
	Iteration 46Q: 3 clusters Score -2.129346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 152481 members 
Entering Unmasked Estep 
Score: -21293476.000000 Penalty: 5922.188965
	Iteration 47Q: 3 clusters Score -2.129348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 152486 members 
Entering Unmasked Estep 
Score: -21293476.000000 Penalty: 5922.188965
	Iteration 48Q: 3 clusters Score -2.129348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 152488 members 
Entering Unmasked Estep 
Score: -21293470.000000 Penalty: 5922.188965
	Iteration 49Q: 3 clusters Score -2.129347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 152488 members 
Entering Unmasked Estep 
Score: -21293482.000000 Penalty: 5922.188965
	Iteration 50Q: 3 clusters Score -2.129348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 152489 members 
Entering Unmasked Estep 
Score: -21293476.000000 Penalty: 5922.188965
	Iteration 51Q: 3 clusters Score -2.129348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 152490 members 
Entering Unmasked Estep 
Score: -21293474.000000 Penalty: 5922.188965
	Iteration 52Q: 3 clusters Score -2.129347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 152490 members 
Entering Unmasked Estep 
Score: -21293474.000000 Penalty: 5922.188965
	Iteration 53F: 3 clusters Score -2.129347e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (151457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151457 members 
Entering Unmasked Estep 
Score: -20963148.000000 Penalty: 2958.157959
	Iteration 0F: 2 clusters Score -2.096315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75961 members 
Mstep: Class 2 contains 75496 members 
Entering Unmasked Estep 
Score: -20866768.000000 Penalty: 5916.315918
	Iteration 0F: 3 clusters Score -2.086677e+07 nChanged 72304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79593 members 
Mstep: Class 2 contains 71864 members 
Entering Unmasked Estep 
Score: -20908768.000000 Penalty: 5916.315918
	Iteration 1F: 3 clusters Score -2.090877e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81821 members 
Mstep: Class 2 contains 69636 members 
Entering Unmasked Estep 
Score: -20910224.000000 Penalty: 5916.315918
	Iteration 2Q: 3 clusters Score -2.091022e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85104 members 
Mstep: Class 2 contains 66353 members 
Entering Unmasked Estep 
Score: -20912200.000000 Penalty: 5916.315918
	Iteration 3Q: 3 clusters Score -2.09122e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 61626 members 
Entering Unmasked Estep 
Score: -20915388.000000 Penalty: 5916.315918
	Iteration 4Q: 3 clusters Score -2.091539e+07 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96514 members 
Mstep: Class 2 contains 54943 members 
Entering Unmasked Estep 
Score: -20919946.000000 Penalty: 5916.315918
	Iteration 5F: 3 clusters Score -2.091995e+07 nChanged 9777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105181 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -20926982.000000 Penalty: 5916.315918
	Iteration 6F: 3 clusters Score -2.092698e+07 nChanged 10641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115064 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -20935996.000000 Penalty: 5916.315918
	Iteration 7F: 3 clusters Score -2.0936e+07 nChanged 9987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124477 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -20944446.000000 Penalty: 5916.315918
	Iteration 8F: 3 clusters Score -2.094445e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131619 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -20950346.000000 Penalty: 5916.315918
	Iteration 9F: 3 clusters Score -2.095035e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136695 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -20953884.000000 Penalty: 5916.315918
	Iteration 10Q: 3 clusters Score -2.095388e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140137 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -20955932.000000 Penalty: 5916.315918
	Iteration 11Q: 3 clusters Score -2.095593e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142642 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -20957276.000000 Penalty: 5916.315918
	Iteration 12Q: 3 clusters Score -2.095728e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144568 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -20958264.000000 Penalty: 5916.315918
	Iteration 13Q: 3 clusters Score -2.095826e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146062 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -20958862.000000 Penalty: 5916.315918
	Iteration 14Q: 3 clusters Score -2.095886e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147148 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -20959306.000000 Penalty: 5916.315918
	Iteration 15Q: 3 clusters Score -2.095931e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147944 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -20959656.000000 Penalty: 5916.315918
	Iteration 16Q: 3 clusters Score -2.095966e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148538 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -20959916.000000 Penalty: 5916.315918
	Iteration 17Q: 3 clusters Score -2.095992e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148939 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -20960124.000000 Penalty: 5916.315918
	Iteration 18Q: 3 clusters Score -2.096012e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149220 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -20960258.000000 Penalty: 5916.315918
	Iteration 19Q: 3 clusters Score -2.096026e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149429 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -20960410.000000 Penalty: 5916.315918
	Iteration 20F: 3 clusters Score -2.096041e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149584 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -20960478.000000 Penalty: 5916.315918
	Iteration 21Q: 3 clusters Score -2.096048e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149691 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -20960544.000000 Penalty: 5916.315918
	Iteration 22Q: 3 clusters Score -2.096054e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149775 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -20960610.000000 Penalty: 5916.315918
	Iteration 23Q: 3 clusters Score -2.096061e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149861 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -20960632.000000 Penalty: 5916.315918
	Iteration 24Q: 3 clusters Score -2.096063e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149936 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -20960696.000000 Penalty: 5916.315918
	Iteration 25Q: 3 clusters Score -2.09607e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149994 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -20960718.000000 Penalty: 5916.315918
	Iteration 26Q: 3 clusters Score -2.096072e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150043 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -20960712.000000 Penalty: 5916.315918
	Iteration 27Q: 3 clusters Score -2.096071e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150087 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -20960748.000000 Penalty: 5916.315918
	Iteration 28Q: 3 clusters Score -2.096075e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150129 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -20960808.000000 Penalty: 5916.315918
	Iteration 29Q: 3 clusters Score -2.096081e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150159 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -20960826.000000 Penalty: 5916.315918
	Iteration 30Q: 3 clusters Score -2.096083e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150179 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -20960840.000000 Penalty: 5916.315918
	Iteration 31Q: 3 clusters Score -2.096084e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150199 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -20960856.000000 Penalty: 5916.315918
	Iteration 32Q: 3 clusters Score -2.096086e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150210 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -20960864.000000 Penalty: 5916.315918
	Iteration 33Q: 3 clusters Score -2.096086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150214 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -20960870.000000 Penalty: 5916.315918
	Iteration 34Q: 3 clusters Score -2.096087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150216 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -20960866.000000 Penalty: 5916.315918
	Iteration 35Q: 3 clusters Score -2.096087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150219 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -20960868.000000 Penalty: 5916.315918
	Iteration 36Q: 3 clusters Score -2.096087e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150223 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -20960898.000000 Penalty: 5916.315918
	Iteration 37Q: 3 clusters Score -2.09609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150235 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -20960884.000000 Penalty: 5916.315918
	Iteration 38Q: 3 clusters Score -2.096088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150240 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -20960878.000000 Penalty: 5916.315918
	Iteration 39Q: 3 clusters Score -2.096088e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150245 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -20960886.000000 Penalty: 5916.315918
	Iteration 40F: 3 clusters Score -2.096089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150250 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -20960896.000000 Penalty: 5916.315918
	Iteration 41Q: 3 clusters Score -2.09609e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150246 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -20960908.000000 Penalty: 5916.315918
	Iteration 42Q: 3 clusters Score -2.096091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150250 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -20960908.000000 Penalty: 5916.315918
	Iteration 43Q: 3 clusters Score -2.096091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150252 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -20960906.000000 Penalty: 5916.315918
	Iteration 44Q: 3 clusters Score -2.096091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150257 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -20960916.000000 Penalty: 5916.315918
	Iteration 45Q: 3 clusters Score -2.096092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150260 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -20960916.000000 Penalty: 5916.315918
	Iteration 46Q: 3 clusters Score -2.096092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150262 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -20960926.000000 Penalty: 5916.315918
	Iteration 47Q: 3 clusters Score -2.096093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150265 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -20960918.000000 Penalty: 5916.315918
	Iteration 48Q: 3 clusters Score -2.096092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150268 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -20960912.000000 Penalty: 5916.315918
	Iteration 49Q: 3 clusters Score -2.096091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150270 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -20960910.000000 Penalty: 5916.315918
	Iteration 50Q: 3 clusters Score -2.096091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150272 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -20960928.000000 Penalty: 5916.315918
	Iteration 51Q: 3 clusters Score -2.096093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150273 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -20960934.000000 Penalty: 5916.315918
	Iteration 52Q: 3 clusters Score -2.096093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150274 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -20960928.000000 Penalty: 5916.315918
	Iteration 53Q: 3 clusters Score -2.096093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150275 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -20960932.000000 Penalty: 5916.315918
	Iteration 54Q: 3 clusters Score -2.096093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150276 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -20960936.000000 Penalty: 5916.315918
	Iteration 55Q: 3 clusters Score -2.096094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150278 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -20960928.000000 Penalty: 5916.315918
	Iteration 56Q: 3 clusters Score -2.096093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150282 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -20960950.000000 Penalty: 5916.315918
	Iteration 57Q: 3 clusters Score -2.096095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150281 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -20960952.000000 Penalty: 5916.315918
	Iteration 58Q: 3 clusters Score -2.096095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150283 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -20960962.000000 Penalty: 5916.315918
	Iteration 59Q: 3 clusters Score -2.096096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150285 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -20960956.000000 Penalty: 5916.315918
	Iteration 60F: 3 clusters Score -2.096096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150287 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -20960954.000000 Penalty: 5916.315918
	Iteration 61Q: 3 clusters Score -2.096095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150290 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -20960958.000000 Penalty: 5916.315918
	Iteration 62Q: 3 clusters Score -2.096096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150291 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -20960956.000000 Penalty: 5916.315918
	Iteration 63Q: 3 clusters Score -2.096096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150297 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -20960968.000000 Penalty: 5916.315918
	Iteration 64Q: 3 clusters Score -2.096097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150303 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -20960972.000000 Penalty: 5916.315918
	Iteration 65Q: 3 clusters Score -2.096097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150310 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -20960974.000000 Penalty: 5916.315918
	Iteration 66Q: 3 clusters Score -2.096097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150316 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -20960950.000000 Penalty: 5916.315918
	Iteration 67Q: 3 clusters Score -2.096095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150314 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -20960958.000000 Penalty: 5916.315918
	Iteration 68Q: 3 clusters Score -2.096096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150314 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -20960960.000000 Penalty: 5916.315918
	Iteration 69Q: 3 clusters Score -2.096096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150316 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -20960964.000000 Penalty: 5916.315918
	Iteration 70Q: 3 clusters Score -2.096096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150316 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -20960980.000000 Penalty: 5916.315918
	Iteration 71Q: 3 clusters Score -2.096098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150317 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -20960972.000000 Penalty: 5916.315918
	Iteration 72Q: 3 clusters Score -2.096097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150317 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -20960972.000000 Penalty: 5916.315918
	Iteration 73F: 3 clusters Score -2.096097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Entering Unmasked Estep 
Score: -6790905.500000 Penalty: 2676.833008
	Iteration 0F: 2 clusters Score -6790906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -6758213.500000 Penalty: 5353.666016
	Iteration 0F: 3 clusters Score -6758214 nChanged 22418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -6770323.000000 Penalty: 5353.666016
	Iteration 1F: 3 clusters Score -6770323 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -6771096.000000 Penalty: 5353.666016
	Iteration 2Q: 3 clusters Score -6771096 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -6772133.500000 Penalty: 5353.666016
	Iteration 3Q: 3 clusters Score -6772134 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -6773562.000000 Penalty: 5353.666016
	Iteration 4F: 3 clusters Score -6773562 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -6775644.500000 Penalty: 5353.666016
	Iteration 5F: 3 clusters Score -6775644 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -6778668.500000 Penalty: 5353.666016
	Iteration 6F: 3 clusters Score -6778668 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -6782226.500000 Penalty: 5353.666016
	Iteration 7F: 3 clusters Score -6782226 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -6785276.500000 Penalty: 5353.666016
	Iteration 8F: 3 clusters Score -6785276 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -6787217.500000 Penalty: 5353.666016
	Iteration 9Q: 3 clusters Score -6787218 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -6788103.000000 Penalty: 5353.666016
	Iteration 10Q: 3 clusters Score -6788103 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -6788521.500000 Penalty: 5353.666016
	Iteration 11Q: 3 clusters Score -6788522 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6788721.000000 Penalty: 5353.666016
	Iteration 12Q: 3 clusters Score -6788721 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6788801.500000 Penalty: 5353.666016
	Iteration 13Q: 3 clusters Score -6788802 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6788859.500000 Penalty: 5353.666016
	Iteration 14Q: 3 clusters Score -6788860 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6788907.500000 Penalty: 5353.666016
	Iteration 15Q: 3 clusters Score -6788908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6788946.500000 Penalty: 5353.666016
	Iteration 16Q: 3 clusters Score -6788946 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6788981.500000 Penalty: 5353.666016
	Iteration 17Q: 3 clusters Score -6788982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47950 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6788997.500000 Penalty: 5353.666016
	Iteration 18Q: 3 clusters Score -6788998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6789017.000000 Penalty: 5353.666016
	Iteration 19Q: 3 clusters Score -6789017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6789027.500000 Penalty: 5353.666016
	Iteration 20F: 3 clusters Score -6789028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6789041.500000 Penalty: 5353.666016
	Iteration 21Q: 3 clusters Score -6789042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6789049.000000 Penalty: 5353.666016
	Iteration 22Q: 3 clusters Score -6789049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47999 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6789056.000000 Penalty: 5353.666016
	Iteration 23Q: 3 clusters Score -6789056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6789056.500000 Penalty: 5353.666016
	Iteration 24Q: 3 clusters Score -6789056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6789056.500000 Penalty: 5353.666016
	Iteration 25Q: 3 clusters Score -6789056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6789066.000000 Penalty: 5353.666016
	Iteration 26Q: 3 clusters Score -6789066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6789065.000000 Penalty: 5353.666016
	Iteration 27Q: 3 clusters Score -6789065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6789068.000000 Penalty: 5353.666016
	Iteration 28Q: 3 clusters Score -6789068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6789065.000000 Penalty: 5353.666016
	Iteration 29Q: 3 clusters Score -6789065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6789070.500000 Penalty: 5353.666016
	Iteration 30Q: 3 clusters Score -6789070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6789069.000000 Penalty: 5353.666016
	Iteration 31Q: 3 clusters Score -6789069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6789071.000000 Penalty: 5353.666016
	Iteration 32Q: 3 clusters Score -6789071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6789063.500000 Penalty: 5353.666016
	Iteration 33Q: 3 clusters Score -6789064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6789075.500000 Penalty: 5353.666016
	Iteration 34Q: 3 clusters Score -6789076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6789075.500000 Penalty: 5353.666016
	Iteration 35Q: 3 clusters Score -6789076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6789079.000000 Penalty: 5353.666016
	Iteration 36Q: 3 clusters Score -6789079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6789079.000000 Penalty: 5353.666016
	Iteration 37F: 3 clusters Score -6789079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Entering Unmasked Estep 
Score: -1012046.750000 Penalty: 2205.163086
	Iteration 0F: 2 clusters Score -1012047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1006146.062500 Penalty: 4410.326172
	Iteration 0F: 3 clusters Score -1006146 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1007858.250000 Penalty: 4410.326172
	Iteration 1F: 3 clusters Score -1007858 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1008254.875000 Penalty: 4410.326172
	Iteration 2F: 3 clusters Score -1008255 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1008586.062500 Penalty: 4410.326172
	Iteration 3F: 3 clusters Score -1008586 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1008868.937500 Penalty: 4410.326172
	Iteration 4F: 3 clusters Score -1008869 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1009081.375000 Penalty: 4410.326172
	Iteration 5Q: 3 clusters Score -1009081 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1009252.625000 Penalty: 4410.326172
	Iteration 6Q: 3 clusters Score -1009253 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1009406.375000 Penalty: 4410.326172
	Iteration 7Q: 3 clusters Score -1009406 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1009539.125000 Penalty: 4410.326172
	Iteration 8Q: 3 clusters Score -1009539 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1009645.187500 Penalty: 4410.326172
	Iteration 9Q: 3 clusters Score -1009645 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1009748.750000 Penalty: 4410.326172
	Iteration 10Q: 3 clusters Score -1009749 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1009858.000000 Penalty: 4410.326172
	Iteration 11Q: 3 clusters Score -1009858 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1009980.312500 Penalty: 4410.326172
	Iteration 12Q: 3 clusters Score -1009980 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1010125.250000 Penalty: 4410.326172
	Iteration 13Q: 3 clusters Score -1010125 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1010291.187500 Penalty: 4410.326172
	Iteration 14Q: 3 clusters Score -1010291 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1010536.125000 Penalty: 4410.326172
	Iteration 15Q: 3 clusters Score -1010536 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1010943.562500 Penalty: 4410.326172
	Iteration 16Q: 3 clusters Score -1010944 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1011450.937500 Penalty: 4410.326172
	Iteration 17Q: 3 clusters Score -1011451 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1011724.062500 Penalty: 4410.326172
	Iteration 18Q: 3 clusters Score -1011724 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1011827.812500 Penalty: 4410.326172
	Iteration 19Q: 3 clusters Score -1011828 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1011864.625000 Penalty: 4410.326172
	Iteration 20F: 3 clusters Score -1011865 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1011891.250000 Penalty: 4410.326172
	Iteration 21Q: 3 clusters Score -1011891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1011899.250000 Penalty: 4410.326172
	Iteration 22Q: 3 clusters Score -1011899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1011906.500000 Penalty: 4410.326172
	Iteration 23Q: 3 clusters Score -1011906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1011908.937500 Penalty: 4410.326172
	Iteration 24Q: 3 clusters Score -1011909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1011912.937500 Penalty: 4410.326172
	Iteration 25Q: 3 clusters Score -1011913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1011912.875000 Penalty: 4410.326172
	Iteration 26Q: 3 clusters Score -1011913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1011915.000000 Penalty: 4410.326172
	Iteration 27Q: 3 clusters Score -1011915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1011919.375000 Penalty: 4410.326172
	Iteration 28Q: 3 clusters Score -1011919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1011921.250000 Penalty: 4410.326172
	Iteration 29Q: 3 clusters Score -1011921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1011924.687500 Penalty: 4410.326172
	Iteration 30Q: 3 clusters Score -1011925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1011925.375000 Penalty: 4410.326172
	Iteration 31Q: 3 clusters Score -1011925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1011927.125000 Penalty: 4410.326172
	Iteration 32Q: 3 clusters Score -1011927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1011929.250000 Penalty: 4410.326172
	Iteration 33Q: 3 clusters Score -1011929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1011929.000000 Penalty: 4410.326172
	Iteration 34Q: 3 clusters Score -1011929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1011932.500000 Penalty: 4410.326172
	Iteration 35Q: 3 clusters Score -1011932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1011934.062500 Penalty: 4410.326172
	Iteration 36Q: 3 clusters Score -1011934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1011934.750000 Penalty: 4410.326172
	Iteration 37Q: 3 clusters Score -1011935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1011938.250000 Penalty: 4410.326172
	Iteration 38Q: 3 clusters Score -1011938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1011938.312500 Penalty: 4410.326172
	Iteration 39Q: 3 clusters Score -1011938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1011938.500000 Penalty: 4410.326172
	Iteration 40F: 3 clusters Score -1011938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1011938.937500 Penalty: 4410.326172
	Iteration 41Q: 3 clusters Score -1011939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1011939.312500 Penalty: 4410.326172
	Iteration 42Q: 3 clusters Score -1011939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1011941.500000 Penalty: 4410.326172
	Iteration 43Q: 3 clusters Score -1011942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1011941.687500 Penalty: 4410.326172
	Iteration 44Q: 3 clusters Score -1011942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1011941.625000 Penalty: 4410.326172
	Iteration 45Q: 3 clusters Score -1011942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1011943.875000 Penalty: 4410.326172
	Iteration 46Q: 3 clusters Score -1011944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1011943.375000 Penalty: 4410.326172
	Iteration 47Q: 3 clusters Score -1011943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1011944.937500 Penalty: 4410.326172
	Iteration 48Q: 3 clusters Score -1011945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1011944.937500 Penalty: 4410.326172
	Iteration 49F: 3 clusters Score -1011945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Entering Unmasked Estep 
Score: -1432018.125000 Penalty: 2299.665527
	Iteration 0F: 2 clusters Score -1432018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1423966.500000 Penalty: 4599.331055
	Iteration 0F: 3 clusters Score -1423966 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1426473.000000 Penalty: 4599.331055
	Iteration 1F: 3 clusters Score -1426473 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1426906.125000 Penalty: 4599.331055
	Iteration 2F: 3 clusters Score -1426906 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1427357.500000 Penalty: 4599.331055
	Iteration 3F: 3 clusters Score -1427358 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1427900.250000 Penalty: 4599.331055
	Iteration 4F: 3 clusters Score -1427900 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1428471.250000 Penalty: 4599.331055
	Iteration 5F: 3 clusters Score -1428471 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1428968.375000 Penalty: 4599.331055
	Iteration 6F: 3 clusters Score -1428968 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1429451.000000 Penalty: 4599.331055
	Iteration 7F: 3 clusters Score -1429451 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1429861.500000 Penalty: 4599.331055
	Iteration 8Q: 3 clusters Score -1429862 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1430171.375000 Penalty: 4599.331055
	Iteration 9Q: 3 clusters Score -1430171 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1430402.250000 Penalty: 4599.331055
	Iteration 10Q: 3 clusters Score -1430402 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1430554.375000 Penalty: 4599.331055
	Iteration 11Q: 3 clusters Score -1430554 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1430650.375000 Penalty: 4599.331055
	Iteration 12Q: 3 clusters Score -1430650 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1430708.125000 Penalty: 4599.331055
	Iteration 13Q: 3 clusters Score -1430708 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1430766.875000 Penalty: 4599.331055
	Iteration 14Q: 3 clusters Score -1430767 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1430816.375000 Penalty: 4599.331055
	Iteration 15Q: 3 clusters Score -1430816 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1430848.250000 Penalty: 4599.331055
	Iteration 16Q: 3 clusters Score -1430848 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1430882.000000 Penalty: 4599.331055
	Iteration 17Q: 3 clusters Score -1430882 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1430897.875000 Penalty: 4599.331055
	Iteration 18Q: 3 clusters Score -1430898 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1430907.000000 Penalty: 4599.331055
	Iteration 19Q: 3 clusters Score -1430907 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1430919.000000 Penalty: 4599.331055
	Iteration 20F: 3 clusters Score -1430919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1430926.125000 Penalty: 4599.331055
	Iteration 21Q: 3 clusters Score -1430926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1430936.125000 Penalty: 4599.331055
	Iteration 22Q: 3 clusters Score -1430936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1430942.125000 Penalty: 4599.331055
	Iteration 23Q: 3 clusters Score -1430942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1430946.750000 Penalty: 4599.331055
	Iteration 24Q: 3 clusters Score -1430947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1430950.000000 Penalty: 4599.331055
	Iteration 25Q: 3 clusters Score -1430950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1430956.625000 Penalty: 4599.331055
	Iteration 26Q: 3 clusters Score -1430957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1430959.500000 Penalty: 4599.331055
	Iteration 27Q: 3 clusters Score -1430960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1430964.500000 Penalty: 4599.331055
	Iteration 28Q: 3 clusters Score -1430964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1430968.375000 Penalty: 4599.331055
	Iteration 29Q: 3 clusters Score -1430968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1430969.875000 Penalty: 4599.331055
	Iteration 30Q: 3 clusters Score -1430970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1430972.750000 Penalty: 4599.331055
	Iteration 31Q: 3 clusters Score -1430973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1430971.375000 Penalty: 4599.331055
	Iteration 32Q: 3 clusters Score -1430971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1430972.250000 Penalty: 4599.331055
	Iteration 33Q: 3 clusters Score -1430972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1430970.250000 Penalty: 4599.331055
	Iteration 34Q: 3 clusters Score -1430970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1430973.125000 Penalty: 4599.331055
	Iteration 35Q: 3 clusters Score -1430973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1430975.500000 Penalty: 4599.331055
	Iteration 36Q: 3 clusters Score -1430976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1430974.125000 Penalty: 4599.331055
	Iteration 37Q: 3 clusters Score -1430974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1430975.500000 Penalty: 4599.331055
	Iteration 38Q: 3 clusters Score -1430976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1430974.750000 Penalty: 4599.331055
	Iteration 39Q: 3 clusters Score -1430975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1430975.750000 Penalty: 4599.331055
	Iteration 40F: 3 clusters Score -1430976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -392633.625000 Penalty: 1979.639160
	Iteration 0F: 2 clusters Score -392633.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -389461.250000 Penalty: 3959.278320
	Iteration 0F: 3 clusters Score -389461.2 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -390258.656250 Penalty: 3959.278320
	Iteration 1F: 3 clusters Score -390258.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -390564.843750 Penalty: 3959.278320
	Iteration 2F: 3 clusters Score -390564.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -390888.000000 Penalty: 3959.278320
	Iteration 3F: 3 clusters Score -390888 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -391306.156250 Penalty: 3959.278320
	Iteration 4F: 3 clusters Score -391306.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -391950.843750 Penalty: 3959.278320
	Iteration 5F: 3 clusters Score -391950.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -392745.750000 Penalty: 3959.278320
	Iteration 6F: 3 clusters Score -392745.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -393168.437500 Penalty: 3959.278320
	Iteration 7F: 3 clusters Score -393168.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -393291.125000 Penalty: 3959.278320
	Iteration 8Q: 3 clusters Score -393291.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -393341.812500 Penalty: 3959.278320
	Iteration 9Q: 3 clusters Score -393341.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -393356.750000 Penalty: 3959.278320
	Iteration 10Q: 3 clusters Score -393356.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -393365.093750 Penalty: 3959.278320
	Iteration 11Q: 3 clusters Score -393365.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -393375.093750 Penalty: 3959.278320
	Iteration 12Q: 3 clusters Score -393375.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -393379.375000 Penalty: 3959.278320
	Iteration 13Q: 3 clusters Score -393379.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -393379.093750 Penalty: 3959.278320
	Iteration 14Q: 3 clusters Score -393379.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -393379.093750 Penalty: 3959.278320
	Iteration 15F: 3 clusters Score -393379.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 54967 members 
Mstep: Class 3 contains 12912 members 
Mstep: Class 4 contains 43353 members 
Mstep: Class 5 contains 47099 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 3500 members 
Mstep: Class 9 contains 71351 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 138037 members 
Mstep: Class 12 contains 6883 members 
Mstep: Class 13 contains 153261 members 
Mstep: Class 14 contains 151457 members 
Mstep: Class 15 contains 48712 members 
Mstep: Class 16 contains 7272 members 
Mstep: Class 17 contains 10645 members 
Mstep: Class 18 contains 1075 members 
Mstep: Class 19 contains 132786 members 
Mstep: Class 20 contains 13791 members 
Mstep: Class 21 contains 2183 members 
Mstep: Class 22 contains 6556 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 62072 members 
Mstep: Class 25 contains 35500 members 
Mstep: Class 26 contains 3677 members 
Mstep: Class 27 contains 1787 members 
Mstep: Class 28 contains 5961 members 
Mstep: Class 29 contains 9796 members 
Mstep: Class 30 contains 1854 members 
Entering Unmasked Estep 
Score: -142918240.000000 Penalty: 103175.226562
Splitting cluster 18 changes total score from -142917936.000000 to -142918240.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (132786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132786 members 
Entering Unmasked Estep 
Score: -18502192.000000 Penalty: 2925.530518
	Iteration 0F: 2 clusters Score -1.850219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 66599 members 
Entering Unmasked Estep 
Score: -18415376.000000 Penalty: 5851.061035
	Iteration 0F: 3 clusters Score -1.841538e+07 nChanged 63286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63429 members 
Mstep: Class 2 contains 69357 members 
Entering Unmasked Estep 
Score: -18452370.000000 Penalty: 5851.061035
	Iteration 1F: 3 clusters Score -1.845237e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61678 members 
Mstep: Class 2 contains 71108 members 
Entering Unmasked Estep 
Score: -18453858.000000 Penalty: 5851.061035
	Iteration 2Q: 3 clusters Score -1.845386e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59116 members 
Mstep: Class 2 contains 73670 members 
Entering Unmasked Estep 
Score: -18455706.000000 Penalty: 5851.061035
	Iteration 3Q: 3 clusters Score -1.845571e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55458 members 
Mstep: Class 2 contains 77328 members 
Entering Unmasked Estep 
Score: -18458212.000000 Penalty: 5851.061035
	Iteration 4Q: 3 clusters Score -1.845821e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 82360 members 
Entering Unmasked Estep 
Score: -18461818.000000 Penalty: 5851.061035
	Iteration 5Q: 3 clusters Score -1.846182e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 88877 members 
Entering Unmasked Estep 
Score: -18467322.000000 Penalty: 5851.061035
	Iteration 6F: 3 clusters Score -1.846732e+07 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 96407 members 
Entering Unmasked Estep 
Score: -18474272.000000 Penalty: 5851.061035
	Iteration 7F: 3 clusters Score -1.847427e+07 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 103677 members 
Entering Unmasked Estep 
Score: -18481398.000000 Penalty: 5851.061035
	Iteration 8F: 3 clusters Score -1.84814e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 109533 members 
Entering Unmasked Estep 
Score: -18486960.000000 Penalty: 5851.061035
	Iteration 9F: 3 clusters Score -1.848696e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 113740 members 
Entering Unmasked Estep 
Score: -18490590.000000 Penalty: 5851.061035
	Iteration 10Q: 3 clusters Score -1.849059e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 116928 members 
Entering Unmasked Estep 
Score: -18492676.000000 Penalty: 5851.061035
	Iteration 11Q: 3 clusters Score -1.849268e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 119567 members 
Entering Unmasked Estep 
Score: -18494084.000000 Penalty: 5851.061035
	Iteration 12Q: 3 clusters Score -1.849408e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 121784 members 
Entering Unmasked Estep 
Score: -18495134.000000 Penalty: 5851.061035
	Iteration 13Q: 3 clusters Score -1.849513e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 123718 members 
Entering Unmasked Estep 
Score: -18496028.000000 Penalty: 5851.061035
	Iteration 14Q: 3 clusters Score -1.849603e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 125359 members 
Entering Unmasked Estep 
Score: -18496746.000000 Penalty: 5851.061035
	Iteration 15Q: 3 clusters Score -1.849675e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 126746 members 
Entering Unmasked Estep 
Score: -18497458.000000 Penalty: 5851.061035
	Iteration 16Q: 3 clusters Score -1.849746e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 127922 members 
Entering Unmasked Estep 
Score: -18498010.000000 Penalty: 5851.061035
	Iteration 17Q: 3 clusters Score -1.849801e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 128876 members 
Entering Unmasked Estep 
Score: -18498406.000000 Penalty: 5851.061035
	Iteration 18Q: 3 clusters Score -1.849841e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 129662 members 
Entering Unmasked Estep 
Score: -18498736.000000 Penalty: 5851.061035
	Iteration 19Q: 3 clusters Score -1.849874e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 130251 members 
Entering Unmasked Estep 
Score: -18498960.000000 Penalty: 5851.061035
	Iteration 20F: 3 clusters Score -1.849896e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 130690 members 
Entering Unmasked Estep 
Score: -18499134.000000 Penalty: 5851.061035
	Iteration 21Q: 3 clusters Score -1.849913e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 131018 members 
Entering Unmasked Estep 
Score: -18499278.000000 Penalty: 5851.061035
	Iteration 22Q: 3 clusters Score -1.849928e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 131268 members 
Entering Unmasked Estep 
Score: -18499376.000000 Penalty: 5851.061035
	Iteration 23Q: 3 clusters Score -1.849938e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 131407 members 
Entering Unmasked Estep 
Score: -18499416.000000 Penalty: 5851.061035
	Iteration 24Q: 3 clusters Score -1.849942e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 131520 members 
Entering Unmasked Estep 
Score: -18499436.000000 Penalty: 5851.061035
	Iteration 25Q: 3 clusters Score -1.849944e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 131618 members 
Entering Unmasked Estep 
Score: -18499496.000000 Penalty: 5851.061035
	Iteration 26Q: 3 clusters Score -1.84995e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 131698 members 
Entering Unmasked Estep 
Score: -18499522.000000 Penalty: 5851.061035
	Iteration 27Q: 3 clusters Score -1.849952e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 131771 members 
Entering Unmasked Estep 
Score: -18499554.000000 Penalty: 5851.061035
	Iteration 28Q: 3 clusters Score -1.849955e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 131828 members 
Entering Unmasked Estep 
Score: -18499594.000000 Penalty: 5851.061035
	Iteration 29Q: 3 clusters Score -1.849959e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 131871 members 
Entering Unmasked Estep 
Score: -18499596.000000 Penalty: 5851.061035
	Iteration 30Q: 3 clusters Score -1.84996e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 131915 members 
Entering Unmasked Estep 
Score: -18499616.000000 Penalty: 5851.061035
	Iteration 31Q: 3 clusters Score -1.849962e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 131942 members 
Entering Unmasked Estep 
Score: -18499636.000000 Penalty: 5851.061035
	Iteration 32Q: 3 clusters Score -1.849964e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 131957 members 
Entering Unmasked Estep 
Score: -18499618.000000 Penalty: 5851.061035
	Iteration 33Q: 3 clusters Score -1.849962e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 131972 members 
Entering Unmasked Estep 
Score: -18499636.000000 Penalty: 5851.061035
	Iteration 34Q: 3 clusters Score -1.849964e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 131989 members 
Entering Unmasked Estep 
Score: -18499654.000000 Penalty: 5851.061035
	Iteration 35Q: 3 clusters Score -1.849965e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 132006 members 
Entering Unmasked Estep 
Score: -18499690.000000 Penalty: 5851.061035
	Iteration 36Q: 3 clusters Score -1.849969e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 132028 members 
Entering Unmasked Estep 
Score: -18499698.000000 Penalty: 5851.061035
	Iteration 37Q: 3 clusters Score -1.84997e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 132049 members 
Entering Unmasked Estep 
Score: -18499710.000000 Penalty: 5851.061035
	Iteration 38Q: 3 clusters Score -1.849971e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 132070 members 
Entering Unmasked Estep 
Score: -18499718.000000 Penalty: 5851.061035
	Iteration 39Q: 3 clusters Score -1.849972e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 132084 members 
Entering Unmasked Estep 
Score: -18499720.000000 Penalty: 5851.061035
	Iteration 40F: 3 clusters Score -1.849972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 132093 members 
Entering Unmasked Estep 
Score: -18499738.000000 Penalty: 5851.061035
	Iteration 41Q: 3 clusters Score -1.849974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 132102 members 
Entering Unmasked Estep 
Score: -18499748.000000 Penalty: 5851.061035
	Iteration 42Q: 3 clusters Score -1.849975e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 132112 members 
Entering Unmasked Estep 
Score: -18499734.000000 Penalty: 5851.061035
	Iteration 43Q: 3 clusters Score -1.849973e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 132124 members 
Entering Unmasked Estep 
Score: -18499748.000000 Penalty: 5851.061035
	Iteration 44Q: 3 clusters Score -1.849975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 132130 members 
Entering Unmasked Estep 
Score: -18499734.000000 Penalty: 5851.061035
	Iteration 45Q: 3 clusters Score -1.849973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 132132 members 
Entering Unmasked Estep 
Score: -18499738.000000 Penalty: 5851.061035
	Iteration 46Q: 3 clusters Score -1.849974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 132132 members 
Entering Unmasked Estep 
Score: -18499738.000000 Penalty: 5851.061035
	Iteration 47Q: 3 clusters Score -1.849974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 132134 members 
Entering Unmasked Estep 
Score: -18499734.000000 Penalty: 5851.061035
	Iteration 48Q: 3 clusters Score -1.849973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 132135 members 
Entering Unmasked Estep 
Score: -18499734.000000 Penalty: 5851.061035
	Iteration 49Q: 3 clusters Score -1.849973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 132135 members 
Entering Unmasked Estep 
Score: -18499734.000000 Penalty: 5851.061035
	Iteration 50F: 3 clusters Score -1.849973e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Entering Unmasked Estep 
Score: -1843788.375000 Penalty: 2363.879395
	Iteration 0F: 2 clusters Score -1843788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1833751.750000 Penalty: 4727.758789
	Iteration 0F: 3 clusters Score -1833752 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1837106.000000 Penalty: 4727.758789
	Iteration 1F: 3 clusters Score -1837106 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1837894.250000 Penalty: 4727.758789
	Iteration 2F: 3 clusters Score -1837894 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1838673.250000 Penalty: 4727.758789
	Iteration 3F: 3 clusters Score -1838673 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1839358.250000 Penalty: 4727.758789
	Iteration 4F: 3 clusters Score -1839358 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1840004.500000 Penalty: 4727.758789
	Iteration 5F: 3 clusters Score -1840004 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1840563.125000 Penalty: 4727.758789
	Iteration 6F: 3 clusters Score -1840563 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1841007.000000 Penalty: 4727.758789
	Iteration 7Q: 3 clusters Score -1841007 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1841373.750000 Penalty: 4727.758789
	Iteration 8Q: 3 clusters Score -1841374 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1841691.500000 Penalty: 4727.758789
	Iteration 9Q: 3 clusters Score -1841692 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1841965.875000 Penalty: 4727.758789
	Iteration 10Q: 3 clusters Score -1841966 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1842197.500000 Penalty: 4727.758789
	Iteration 11Q: 3 clusters Score -1842198 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1842374.875000 Penalty: 4727.758789
	Iteration 12Q: 3 clusters Score -1842375 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1842481.750000 Penalty: 4727.758789
	Iteration 13Q: 3 clusters Score -1842482 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1842570.000000 Penalty: 4727.758789
	Iteration 14Q: 3 clusters Score -1842570 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1842635.250000 Penalty: 4727.758789
	Iteration 15Q: 3 clusters Score -1842635 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1842702.125000 Penalty: 4727.758789
	Iteration 16Q: 3 clusters Score -1842702 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1842753.625000 Penalty: 4727.758789
	Iteration 17Q: 3 clusters Score -1842754 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1842804.875000 Penalty: 4727.758789
	Iteration 18Q: 3 clusters Score -1842805 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1842848.250000 Penalty: 4727.758789
	Iteration 19Q: 3 clusters Score -1842848 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1842891.125000 Penalty: 4727.758789
	Iteration 20F: 3 clusters Score -1842891 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1842915.750000 Penalty: 4727.758789
	Iteration 21Q: 3 clusters Score -1842916 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1842944.125000 Penalty: 4727.758789
	Iteration 22Q: 3 clusters Score -1842944 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1842966.875000 Penalty: 4727.758789
	Iteration 23Q: 3 clusters Score -1842967 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1842983.500000 Penalty: 4727.758789
	Iteration 24Q: 3 clusters Score -1842984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1843001.500000 Penalty: 4727.758789
	Iteration 25Q: 3 clusters Score -1843002 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1843020.000000 Penalty: 4727.758789
	Iteration 26Q: 3 clusters Score -1843020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1843038.375000 Penalty: 4727.758789
	Iteration 27Q: 3 clusters Score -1843038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1843055.000000 Penalty: 4727.758789
	Iteration 28Q: 3 clusters Score -1843055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1843064.875000 Penalty: 4727.758789
	Iteration 29Q: 3 clusters Score -1843065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1843078.375000 Penalty: 4727.758789
	Iteration 30Q: 3 clusters Score -1843078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1843088.125000 Penalty: 4727.758789
	Iteration 31Q: 3 clusters Score -1843088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1843092.750000 Penalty: 4727.758789
	Iteration 32Q: 3 clusters Score -1843093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1843104.375000 Penalty: 4727.758789
	Iteration 33Q: 3 clusters Score -1843104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1843114.000000 Penalty: 4727.758789
	Iteration 34Q: 3 clusters Score -1843114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1843126.875000 Penalty: 4727.758789
	Iteration 35Q: 3 clusters Score -1843127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1843133.375000 Penalty: 4727.758789
	Iteration 36Q: 3 clusters Score -1843133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1843145.000000 Penalty: 4727.758789
	Iteration 37Q: 3 clusters Score -1843145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1843155.375000 Penalty: 4727.758789
	Iteration 38Q: 3 clusters Score -1843155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1843159.125000 Penalty: 4727.758789
	Iteration 39Q: 3 clusters Score -1843159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1843168.375000 Penalty: 4727.758789
	Iteration 40F: 3 clusters Score -1843168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1843171.125000 Penalty: 4727.758789
	Iteration 41Q: 3 clusters Score -1843171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1843171.500000 Penalty: 4727.758789
	Iteration 42Q: 3 clusters Score -1843172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1843178.875000 Penalty: 4727.758789
	Iteration 43Q: 3 clusters Score -1843179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1843183.250000 Penalty: 4727.758789
	Iteration 44Q: 3 clusters Score -1843183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1843192.500000 Penalty: 4727.758789
	Iteration 45Q: 3 clusters Score -1843192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1843201.375000 Penalty: 4727.758789
	Iteration 46Q: 3 clusters Score -1843201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1843224.000000 Penalty: 4727.758789
	Iteration 47Q: 3 clusters Score -1843224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1843258.750000 Penalty: 4727.758789
	Iteration 48Q: 3 clusters Score -1843259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1843309.875000 Penalty: 4727.758789
	Iteration 49Q: 3 clusters Score -1843310 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1843348.750000 Penalty: 4727.758789
	Iteration 50Q: 3 clusters Score -1843349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1843374.000000 Penalty: 4727.758789
	Iteration 51Q: 3 clusters Score -1843374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1843393.625000 Penalty: 4727.758789
	Iteration 52Q: 3 clusters Score -1843394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1843405.000000 Penalty: 4727.758789
	Iteration 53Q: 3 clusters Score -1843405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1843409.500000 Penalty: 4727.758789
	Iteration 54Q: 3 clusters Score -1843410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1843415.875000 Penalty: 4727.758789
	Iteration 55Q: 3 clusters Score -1843416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1843418.000000 Penalty: 4727.758789
	Iteration 56Q: 3 clusters Score -1843418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1843418.125000 Penalty: 4727.758789
	Iteration 57Q: 3 clusters Score -1843418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1843418.125000 Penalty: 4727.758789
	Iteration 58F: 3 clusters Score -1843418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Entering Unmasked Estep 
Score: -285486.656250 Penalty: 1906.736938
	Iteration 0F: 2 clusters Score -285486.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -282759.593750 Penalty: 3813.473877
	Iteration 0F: 3 clusters Score -282759.6 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -283260.125000 Penalty: 3813.473877
	Iteration 1F: 3 clusters Score -283260.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -283391.125000 Penalty: 3813.473877
	Iteration 2F: 3 clusters Score -283391.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -283463.843750 Penalty: 3813.473877
	Iteration 3Q: 3 clusters Score -283463.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -283511.343750 Penalty: 3813.473877
	Iteration 4Q: 3 clusters Score -283511.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -283558.843750 Penalty: 3813.473877
	Iteration 5Q: 3 clusters Score -283558.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -283610.500000 Penalty: 3813.473877
	Iteration 6Q: 3 clusters Score -283610.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -283660.406250 Penalty: 3813.473877
	Iteration 7Q: 3 clusters Score -283660.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -283719.281250 Penalty: 3813.473877
	Iteration 8Q: 3 clusters Score -283719.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -283797.187500 Penalty: 3813.473877
	Iteration 9Q: 3 clusters Score -283797.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -283879.281250 Penalty: 3813.473877
	Iteration 10Q: 3 clusters Score -283879.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -283952.250000 Penalty: 3813.473877
	Iteration 11Q: 3 clusters Score -283952.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -284029.218750 Penalty: 3813.473877
	Iteration 12Q: 3 clusters Score -284029.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -284104.312500 Penalty: 3813.473877
	Iteration 13Q: 3 clusters Score -284104.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -284175.000000 Penalty: 3813.473877
	Iteration 14Q: 3 clusters Score -284175 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -284215.312500 Penalty: 3813.473877
	Iteration 15Q: 3 clusters Score -284215.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -284241.250000 Penalty: 3813.473877
	Iteration 16Q: 3 clusters Score -284241.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -284259.437500 Penalty: 3813.473877
	Iteration 17Q: 3 clusters Score -284259.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -284269.281250 Penalty: 3813.473877
	Iteration 18Q: 3 clusters Score -284269.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -284276.000000 Penalty: 3813.473877
	Iteration 19Q: 3 clusters Score -284276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -284289.156250 Penalty: 3813.473877
	Iteration 20F: 3 clusters Score -284289.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -284311.375000 Penalty: 3813.473877
	Iteration 21Q: 3 clusters Score -284311.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -284321.937500 Penalty: 3813.473877
	Iteration 22Q: 3 clusters Score -284321.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -284325.343750 Penalty: 3813.473877
	Iteration 23Q: 3 clusters Score -284325.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -284331.531250 Penalty: 3813.473877
	Iteration 24Q: 3 clusters Score -284331.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -284332.562500 Penalty: 3813.473877
	Iteration 25Q: 3 clusters Score -284332.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -284333.250000 Penalty: 3813.473877
	Iteration 26Q: 3 clusters Score -284333.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -284333.250000 Penalty: 3813.473877
	Iteration 27F: 3 clusters Score -284333.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Entering Unmasked Estep 
Score: -884263.562500 Penalty: 2179.457520
	Iteration 0F: 2 clusters Score -884263.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -878752.562500 Penalty: 4358.915039
	Iteration 0F: 3 clusters Score -878752.6 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -880261.375000 Penalty: 4358.915039
	Iteration 1F: 3 clusters Score -880261.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -880679.875000 Penalty: 4358.915039
	Iteration 2F: 3 clusters Score -880679.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -881062.125000 Penalty: 4358.915039
	Iteration 3F: 3 clusters Score -881062.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -881407.437500 Penalty: 4358.915039
	Iteration 4F: 3 clusters Score -881407.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -881693.937500 Penalty: 4358.915039
	Iteration 5F: 3 clusters Score -881693.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -881987.250000 Penalty: 4358.915039
	Iteration 6Q: 3 clusters Score -881987.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -882262.875000 Penalty: 4358.915039
	Iteration 7F: 3 clusters Score -882262.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -882493.687500 Penalty: 4358.915039
	Iteration 8Q: 3 clusters Score -882493.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -882669.500000 Penalty: 4358.915039
	Iteration 9Q: 3 clusters Score -882669.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -882770.937500 Penalty: 4358.915039
	Iteration 10Q: 3 clusters Score -882770.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -882829.687500 Penalty: 4358.915039
	Iteration 11Q: 3 clusters Score -882829.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -882873.687500 Penalty: 4358.915039
	Iteration 12Q: 3 clusters Score -882873.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -882904.000000 Penalty: 4358.915039
	Iteration 13Q: 3 clusters Score -882904 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -882923.312500 Penalty: 4358.915039
	Iteration 14Q: 3 clusters Score -882923.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -882946.625000 Penalty: 4358.915039
	Iteration 15Q: 3 clusters Score -882946.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -882962.687500 Penalty: 4358.915039
	Iteration 16Q: 3 clusters Score -882962.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -882975.312500 Penalty: 4358.915039
	Iteration 17Q: 3 clusters Score -882975.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -882986.437500 Penalty: 4358.915039
	Iteration 18Q: 3 clusters Score -882986.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -882995.375000 Penalty: 4358.915039
	Iteration 19Q: 3 clusters Score -882995.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -883005.875000 Penalty: 4358.915039
	Iteration 20F: 3 clusters Score -883005.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -883008.875000 Penalty: 4358.915039
	Iteration 21Q: 3 clusters Score -883008.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -883011.187500 Penalty: 4358.915039
	Iteration 22Q: 3 clusters Score -883011.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -883013.750000 Penalty: 4358.915039
	Iteration 23Q: 3 clusters Score -883013.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -883014.312500 Penalty: 4358.915039
	Iteration 24Q: 3 clusters Score -883014.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -883014.312500 Penalty: 4358.915039
	Iteration 25Q: 3 clusters Score -883014.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -883015.250000 Penalty: 4358.915039
	Iteration 26Q: 3 clusters Score -883015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -883014.750000 Penalty: 4358.915039
	Iteration 27Q: 3 clusters Score -883014.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -883018.875000 Penalty: 4358.915039
	Iteration 28Q: 3 clusters Score -883018.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -883018.812500 Penalty: 4358.915039
	Iteration 29Q: 3 clusters Score -883018.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -883020.812500 Penalty: 4358.915039
	Iteration 30Q: 3 clusters Score -883020.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -883021.937500 Penalty: 4358.915039
	Iteration 31Q: 3 clusters Score -883021.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -883022.437500 Penalty: 4358.915039
	Iteration 32Q: 3 clusters Score -883022.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -883022.625000 Penalty: 4358.915039
	Iteration 33Q: 3 clusters Score -883022.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -883024.000000 Penalty: 4358.915039
	Iteration 34Q: 3 clusters Score -883024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -883023.687500 Penalty: 4358.915039
	Iteration 35Q: 3 clusters Score -883023.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -883025.187500 Penalty: 4358.915039
	Iteration 36Q: 3 clusters Score -883025.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -883024.187500 Penalty: 4358.915039
	Iteration 37Q: 3 clusters Score -883024.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -883023.937500 Penalty: 4358.915039
	Iteration 38Q: 3 clusters Score -883023.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -883024.000000 Penalty: 4358.915039
	Iteration 39Q: 3 clusters Score -883024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -883024.875000 Penalty: 4358.915039
	Iteration 40F: 3 clusters Score -883024.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -883027.062500 Penalty: 4358.915039
	Iteration 41Q: 3 clusters Score -883027.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -883027.000000 Penalty: 4358.915039
	Iteration 42Q: 3 clusters Score -883027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -883027.250000 Penalty: 4358.915039
	Iteration 43Q: 3 clusters Score -883027.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -883028.187500 Penalty: 4358.915039
	Iteration 44Q: 3 clusters Score -883028.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -883030.125000 Penalty: 4358.915039
	Iteration 45Q: 3 clusters Score -883030.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -883029.312500 Penalty: 4358.915039
	Iteration 46Q: 3 clusters Score -883029.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -883029.250000 Penalty: 4358.915039
	Iteration 47Q: 3 clusters Score -883029.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -883030.125000 Penalty: 4358.915039
	Iteration 48Q: 3 clusters Score -883030.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -883029.437500 Penalty: 4358.915039
	Iteration 49Q: 3 clusters Score -883029.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -883029.437500 Penalty: 4358.915039
	Iteration 50F: 3 clusters Score -883029.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -62808.714844 Penalty: 1542.706299
	Iteration 0F: 2 clusters Score -62808.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61326.082031 Penalty: 3085.412598
	Iteration 0F: 3 clusters Score -61326.08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61522.558594 Penalty: 3085.412598
	Iteration 1F: 3 clusters Score -61522.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -61575.925781 Penalty: 3085.412598
	Iteration 2Q: 3 clusters Score -61575.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -61606.417969 Penalty: 3085.412598
	Iteration 3Q: 3 clusters Score -61606.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -61646.628906 Penalty: 3085.412598
	Iteration 4Q: 3 clusters Score -61646.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61684.015625 Penalty: 3085.412598
	Iteration 5Q: 3 clusters Score -61684.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -61709.421875 Penalty: 3085.412598
	Iteration 6Q: 3 clusters Score -61709.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -61723.257812 Penalty: 3085.412598
	Iteration 7Q: 3 clusters Score -61723.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -61754.058594 Penalty: 3085.412598
	Iteration 8Q: 3 clusters Score -61754.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -61769.964844 Penalty: 3085.412598
	Iteration 9Q: 3 clusters Score -61769.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -61782.050781 Penalty: 3085.412598
	Iteration 10Q: 3 clusters Score -61782.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -61784.695312 Penalty: 3085.412598
	Iteration 11Q: 3 clusters Score -61784.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -61786.406250 Penalty: 3085.412598
	Iteration 12Q: 3 clusters Score -61786.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -61798.921875 Penalty: 3085.412598
	Iteration 13Q: 3 clusters Score -61798.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -61800.542969 Penalty: 3085.412598
	Iteration 14Q: 3 clusters Score -61800.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -61800.542969 Penalty: 3085.412598
	Iteration 15F: 3 clusters Score -61800.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (35500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Entering Unmasked Estep 
Score: -4829021.500000 Penalty: 2598.367432
	Iteration 0F: 2 clusters Score -4829022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -4804796.500000 Penalty: 5196.734863
	Iteration 0F: 3 clusters Score -4804796 nChanged 16299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -4814155.500000 Penalty: 5196.734863
	Iteration 1F: 3 clusters Score -4814156 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -4815328.000000 Penalty: 5196.734863
	Iteration 2F: 3 clusters Score -4815328 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -4816826.500000 Penalty: 5196.734863
	Iteration 3F: 3 clusters Score -4816826 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -4818482.500000 Penalty: 5196.734863
	Iteration 4F: 3 clusters Score -4818482 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -4820206.000000 Penalty: 5196.734863
	Iteration 5F: 3 clusters Score -4820206 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -4821839.500000 Penalty: 5196.734863
	Iteration 6F: 3 clusters Score -4821840 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -4823300.500000 Penalty: 5196.734863
	Iteration 7F: 3 clusters Score -4823300 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -4824588.000000 Penalty: 5196.734863
	Iteration 8Q: 3 clusters Score -4824588 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -4825627.500000 Penalty: 5196.734863
	Iteration 9Q: 3 clusters Score -4825628 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -4826306.000000 Penalty: 5196.734863
	Iteration 10Q: 3 clusters Score -4826306 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -4826680.500000 Penalty: 5196.734863
	Iteration 11Q: 3 clusters Score -4826680 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -4826871.000000 Penalty: 5196.734863
	Iteration 12Q: 3 clusters Score -4826871 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -4826978.500000 Penalty: 5196.734863
	Iteration 13Q: 3 clusters Score -4826978 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -4827049.000000 Penalty: 5196.734863
	Iteration 14Q: 3 clusters Score -4827049 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -4827095.500000 Penalty: 5196.734863
	Iteration 15Q: 3 clusters Score -4827096 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -4827113.500000 Penalty: 5196.734863
	Iteration 16Q: 3 clusters Score -4827114 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -4827135.500000 Penalty: 5196.734863
	Iteration 17Q: 3 clusters Score -4827136 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -4827153.000000 Penalty: 5196.734863
	Iteration 18Q: 3 clusters Score -4827153 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -4827163.500000 Penalty: 5196.734863
	Iteration 19Q: 3 clusters Score -4827164 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -4827175.500000 Penalty: 5196.734863
	Iteration 20F: 3 clusters Score -4827176 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -4827196.500000 Penalty: 5196.734863
	Iteration 21Q: 3 clusters Score -4827196 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -4827211.000000 Penalty: 5196.734863
	Iteration 22Q: 3 clusters Score -4827211 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -4827209.500000 Penalty: 5196.734863
	Iteration 23Q: 3 clusters Score -4827210 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -4827229.500000 Penalty: 5196.734863
	Iteration 24Q: 3 clusters Score -4827230 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -4827256.500000 Penalty: 5196.734863
	Iteration 25Q: 3 clusters Score -4827256 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -4827264.500000 Penalty: 5196.734863
	Iteration 26Q: 3 clusters Score -4827264 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -4827270.000000 Penalty: 5196.734863
	Iteration 27Q: 3 clusters Score -4827270 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -4827289.500000 Penalty: 5196.734863
	Iteration 28Q: 3 clusters Score -4827290 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -4827311.000000 Penalty: 5196.734863
	Iteration 29Q: 3 clusters Score -4827311 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -4827332.000000 Penalty: 5196.734863
	Iteration 30Q: 3 clusters Score -4827332 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -4827347.500000 Penalty: 5196.734863
	Iteration 31Q: 3 clusters Score -4827348 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -4827380.500000 Penalty: 5196.734863
	Iteration 32Q: 3 clusters Score -4827380 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -4827410.000000 Penalty: 5196.734863
	Iteration 33Q: 3 clusters Score -4827410 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -4827434.000000 Penalty: 5196.734863
	Iteration 34Q: 3 clusters Score -4827434 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -4827463.000000 Penalty: 5196.734863
	Iteration 35Q: 3 clusters Score -4827463 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -4827474.500000 Penalty: 5196.734863
	Iteration 36Q: 3 clusters Score -4827474 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -4827500.000000 Penalty: 5196.734863
	Iteration 37Q: 3 clusters Score -4827500 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -4827507.500000 Penalty: 5196.734863
	Iteration 38Q: 3 clusters Score -4827508 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -4827518.500000 Penalty: 5196.734863
	Iteration 39Q: 3 clusters Score -4827518 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -4827531.500000 Penalty: 5196.734863
	Iteration 40F: 3 clusters Score -4827532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -4827527.000000 Penalty: 5196.734863
	Iteration 41Q: 3 clusters Score -4827527 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -4827535.000000 Penalty: 5196.734863
	Iteration 42Q: 3 clusters Score -4827535 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -4827538.000000 Penalty: 5196.734863
	Iteration 43Q: 3 clusters Score -4827538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -4827549.000000 Penalty: 5196.734863
	Iteration 44Q: 3 clusters Score -4827549 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -4827566.000000 Penalty: 5196.734863
	Iteration 45Q: 3 clusters Score -4827566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -4827579.000000 Penalty: 5196.734863
	Iteration 46Q: 3 clusters Score -4827579 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -4827581.500000 Penalty: 5196.734863
	Iteration 47Q: 3 clusters Score -4827582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -4827584.000000 Penalty: 5196.734863
	Iteration 48Q: 3 clusters Score -4827584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -4827574.500000 Penalty: 5196.734863
	Iteration 49Q: 3 clusters Score -4827574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -4827592.500000 Penalty: 5196.734863
	Iteration 50Q: 3 clusters Score -4827592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -4827603.000000 Penalty: 5196.734863
	Iteration 51Q: 3 clusters Score -4827603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -4827614.000000 Penalty: 5196.734863
	Iteration 52Q: 3 clusters Score -4827614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -4827609.500000 Penalty: 5196.734863
	Iteration 53Q: 3 clusters Score -4827610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -4827605.500000 Penalty: 5196.734863
	Iteration 54Q: 3 clusters Score -4827606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -4827612.000000 Penalty: 5196.734863
	Iteration 55Q: 3 clusters Score -4827612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -4827615.500000 Penalty: 5196.734863
	Iteration 56Q: 3 clusters Score -4827616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -4827612.500000 Penalty: 5196.734863
	Iteration 57Q: 3 clusters Score -4827612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -4827616.000000 Penalty: 5196.734863
	Iteration 58Q: 3 clusters Score -4827616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -4827616.000000 Penalty: 5196.734863
	Iteration 59Q: 3 clusters Score -4827616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -4827628.000000 Penalty: 5196.734863
	Iteration 60F: 3 clusters Score -4827628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -4827622.500000 Penalty: 5196.734863
	Iteration 61Q: 3 clusters Score -4827622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -4827616.500000 Penalty: 5196.734863
	Iteration 62Q: 3 clusters Score -4827616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -4827622.500000 Penalty: 5196.734863
	Iteration 63Q: 3 clusters Score -4827622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -4827622.000000 Penalty: 5196.734863
	Iteration 64Q: 3 clusters Score -4827622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -4827620.500000 Penalty: 5196.734863
	Iteration 65Q: 3 clusters Score -4827620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -4827624.000000 Penalty: 5196.734863
	Iteration 66Q: 3 clusters Score -4827624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -4827634.500000 Penalty: 5196.734863
	Iteration 67Q: 3 clusters Score -4827634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -4827633.000000 Penalty: 5196.734863
	Iteration 68Q: 3 clusters Score -4827633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -4827640.000000 Penalty: 5196.734863
	Iteration 69Q: 3 clusters Score -4827640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -4827643.000000 Penalty: 5196.734863
	Iteration 70Q: 3 clusters Score -4827643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -4827649.500000 Penalty: 5196.734863
	Iteration 71Q: 3 clusters Score -4827650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -4827635.500000 Penalty: 5196.734863
	Iteration 72Q: 3 clusters Score -4827636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -4827637.500000 Penalty: 5196.734863
	Iteration 73Q: 3 clusters Score -4827638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -4827633.500000 Penalty: 5196.734863
	Iteration 74Q: 3 clusters Score -4827634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -4827637.500000 Penalty: 5196.734863
	Iteration 75Q: 3 clusters Score -4827638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -4827640.000000 Penalty: 5196.734863
	Iteration 76Q: 3 clusters Score -4827640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -4827641.500000 Penalty: 5196.734863
	Iteration 77Q: 3 clusters Score -4827642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -4827643.000000 Penalty: 5196.734863
	Iteration 78Q: 3 clusters Score -4827643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -4827642.000000 Penalty: 5196.734863
	Iteration 79Q: 3 clusters Score -4827642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -4827646.500000 Penalty: 5196.734863
	Iteration 80F: 3 clusters Score -4827646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -4827645.000000 Penalty: 5196.734863
	Iteration 81Q: 3 clusters Score -4827645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -4827645.000000 Penalty: 5196.734863
	Iteration 82F: 3 clusters Score -4827645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Entering Unmasked Estep 
Score: -516716.312500 Penalty: 2036.043335
	Iteration 0F: 2 clusters Score -516716.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -513005.531250 Penalty: 4072.086670
	Iteration 0F: 3 clusters Score -513005.5 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -513857.625000 Penalty: 4072.086670
	Iteration 1F: 3 clusters Score -513857.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -514047.406250 Penalty: 4072.086670
	Iteration 2F: 3 clusters Score -514047.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -514212.937500 Penalty: 4072.086670
	Iteration 3F: 3 clusters Score -514212.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -514338.218750 Penalty: 4072.086670
	Iteration 4Q: 3 clusters Score -514338.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -514422.562500 Penalty: 4072.086670
	Iteration 5Q: 3 clusters Score -514422.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -514489.125000 Penalty: 4072.086670
	Iteration 6Q: 3 clusters Score -514489.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -514551.718750 Penalty: 4072.086670
	Iteration 7Q: 3 clusters Score -514551.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -514592.406250 Penalty: 4072.086670
	Iteration 8Q: 3 clusters Score -514592.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -514625.750000 Penalty: 4072.086670
	Iteration 9Q: 3 clusters Score -514625.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -514659.468750 Penalty: 4072.086670
	Iteration 10Q: 3 clusters Score -514659.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -514688.500000 Penalty: 4072.086670
	Iteration 11Q: 3 clusters Score -514688.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -514708.125000 Penalty: 4072.086670
	Iteration 12Q: 3 clusters Score -514708.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -514731.718750 Penalty: 4072.086670
	Iteration 13Q: 3 clusters Score -514731.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -514748.718750 Penalty: 4072.086670
	Iteration 14Q: 3 clusters Score -514748.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -514760.906250 Penalty: 4072.086670
	Iteration 15Q: 3 clusters Score -514760.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -514770.250000 Penalty: 4072.086670
	Iteration 16Q: 3 clusters Score -514770.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -514780.625000 Penalty: 4072.086670
	Iteration 17Q: 3 clusters Score -514780.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -514785.906250 Penalty: 4072.086670
	Iteration 18Q: 3 clusters Score -514785.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -514789.406250 Penalty: 4072.086670
	Iteration 19Q: 3 clusters Score -514789.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -514791.062500 Penalty: 4072.086670
	Iteration 20F: 3 clusters Score -514791.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -514793.406250 Penalty: 4072.086670
	Iteration 21Q: 3 clusters Score -514793.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -514797.375000 Penalty: 4072.086670
	Iteration 22Q: 3 clusters Score -514797.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -514800.875000 Penalty: 4072.086670
	Iteration 23Q: 3 clusters Score -514800.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -514804.250000 Penalty: 4072.086670
	Iteration 24Q: 3 clusters Score -514804.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -514805.625000 Penalty: 4072.086670
	Iteration 25Q: 3 clusters Score -514805.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -514805.812500 Penalty: 4072.086670
	Iteration 26Q: 3 clusters Score -514805.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -514807.375000 Penalty: 4072.086670
	Iteration 27Q: 3 clusters Score -514807.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -514810.000000 Penalty: 4072.086670
	Iteration 28Q: 3 clusters Score -514810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -514810.531250 Penalty: 4072.086670
	Iteration 29Q: 3 clusters Score -514810.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -514811.906250 Penalty: 4072.086670
	Iteration 30Q: 3 clusters Score -514811.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -514813.875000 Penalty: 4072.086670
	Iteration 31Q: 3 clusters Score -514813.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -514816.125000 Penalty: 4072.086670
	Iteration 32Q: 3 clusters Score -514816.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -514817.875000 Penalty: 4072.086670
	Iteration 33Q: 3 clusters Score -514817.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -514820.343750 Penalty: 4072.086670
	Iteration 34Q: 3 clusters Score -514820.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -514823.718750 Penalty: 4072.086670
	Iteration 35Q: 3 clusters Score -514823.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -514829.906250 Penalty: 4072.086670
	Iteration 36Q: 3 clusters Score -514829.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -514833.437500 Penalty: 4072.086670
	Iteration 37Q: 3 clusters Score -514833.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -514836.625000 Penalty: 4072.086670
	Iteration 38Q: 3 clusters Score -514836.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -514839.562500 Penalty: 4072.086670
	Iteration 39Q: 3 clusters Score -514839.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -514845.625000 Penalty: 4072.086670
	Iteration 40F: 3 clusters Score -514845.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -514852.562500 Penalty: 4072.086670
	Iteration 41Q: 3 clusters Score -514852.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -514857.125000 Penalty: 4072.086670
	Iteration 42Q: 3 clusters Score -514857.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -514861.562500 Penalty: 4072.086670
	Iteration 43Q: 3 clusters Score -514861.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -514864.531250 Penalty: 4072.086670
	Iteration 44Q: 3 clusters Score -514864.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -514870.250000 Penalty: 4072.086670
	Iteration 45Q: 3 clusters Score -514870.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -514876.968750 Penalty: 4072.086670
	Iteration 46Q: 3 clusters Score -514877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -514883.968750 Penalty: 4072.086670
	Iteration 47Q: 3 clusters Score -514884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -514889.781250 Penalty: 4072.086670
	Iteration 48Q: 3 clusters Score -514889.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -514894.531250 Penalty: 4072.086670
	Iteration 49Q: 3 clusters Score -514894.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -514902.125000 Penalty: 4072.086670
	Iteration 50Q: 3 clusters Score -514902.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -514910.843750 Penalty: 4072.086670
	Iteration 51Q: 3 clusters Score -514910.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -514918.750000 Penalty: 4072.086670
	Iteration 52Q: 3 clusters Score -514918.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -514926.218750 Penalty: 4072.086670
	Iteration 53Q: 3 clusters Score -514926.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -514931.812500 Penalty: 4072.086670
	Iteration 54Q: 3 clusters Score -514931.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -514936.468750 Penalty: 4072.086670
	Iteration 55Q: 3 clusters Score -514936.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -514943.500000 Penalty: 4072.086670
	Iteration 56Q: 3 clusters Score -514943.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -514945.375000 Penalty: 4072.086670
	Iteration 57Q: 3 clusters Score -514945.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -514946.468750 Penalty: 4072.086670
	Iteration 58Q: 3 clusters Score -514946.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -514948.250000 Penalty: 4072.086670
	Iteration 59Q: 3 clusters Score -514948.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -514948.437500 Penalty: 4072.086670
	Iteration 60F: 3 clusters Score -514948.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -514948.468750 Penalty: 4072.086670
	Iteration 61Q: 3 clusters Score -514948.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -514948.468750 Penalty: 4072.086670
	Iteration 62F: 3 clusters Score -514948.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Entering Unmasked Estep 
Score: -238625.625000 Penalty: 1857.096802
	Iteration 0F: 2 clusters Score -238625.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -236167.562500 Penalty: 3714.193604
	Iteration 0F: 3 clusters Score -236167.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -236673.468750 Penalty: 3714.193604
	Iteration 1F: 3 clusters Score -236673.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -236830.953125 Penalty: 3714.193604
	Iteration 2F: 3 clusters Score -236831 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -236944.937500 Penalty: 3714.193604
	Iteration 3F: 3 clusters Score -236944.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -237037.453125 Penalty: 3714.193604
	Iteration 4Q: 3 clusters Score -237037.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -237117.718750 Penalty: 3714.193604
	Iteration 5Q: 3 clusters Score -237117.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -237182.484375 Penalty: 3714.193604
	Iteration 6Q: 3 clusters Score -237182.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -237240.500000 Penalty: 3714.193604
	Iteration 7Q: 3 clusters Score -237240.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -237274.156250 Penalty: 3714.193604
	Iteration 8Q: 3 clusters Score -237274.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -237301.453125 Penalty: 3714.193604
	Iteration 9Q: 3 clusters Score -237301.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -237319.531250 Penalty: 3714.193604
	Iteration 10Q: 3 clusters Score -237319.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -237346.953125 Penalty: 3714.193604
	Iteration 11Q: 3 clusters Score -237347 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -237368.437500 Penalty: 3714.193604
	Iteration 12Q: 3 clusters Score -237368.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -237393.156250 Penalty: 3714.193604
	Iteration 13Q: 3 clusters Score -237393.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -237410.187500 Penalty: 3714.193604
	Iteration 14Q: 3 clusters Score -237410.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -237444.890625 Penalty: 3714.193604
	Iteration 15Q: 3 clusters Score -237444.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -237489.312500 Penalty: 3714.193604
	Iteration 16Q: 3 clusters Score -237489.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -237554.750000 Penalty: 3714.193604
	Iteration 17Q: 3 clusters Score -237554.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -237689.984375 Penalty: 3714.193604
	Iteration 18Q: 3 clusters Score -237690 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -237928.421875 Penalty: 3714.193604
	Iteration 19Q: 3 clusters Score -237928.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -238243.640625 Penalty: 3714.193604
	Iteration 20F: 3 clusters Score -238243.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -238569.343750 Penalty: 3714.193604
	Iteration 21Q: 3 clusters Score -238569.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -238925.515625 Penalty: 3714.193604
	Iteration 22Q: 3 clusters Score -238925.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -238963.562500 Penalty: 3714.193604
	Iteration 23Q: 3 clusters Score -238963.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -238979.203125 Penalty: 3714.193604
	Iteration 24Q: 3 clusters Score -238979.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -238986.718750 Penalty: 3714.193604
	Iteration 25Q: 3 clusters Score -238986.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -238991.921875 Penalty: 3714.193604
	Iteration 26Q: 3 clusters Score -238991.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -238994.640625 Penalty: 3714.193604
	Iteration 27Q: 3 clusters Score -238994.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -238996.093750 Penalty: 3714.193604
	Iteration 28Q: 3 clusters Score -238996.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -238996.093750 Penalty: 3714.193604
	Iteration 29F: 3 clusters Score -238996.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 54967 members 
Mstep: Class 3 contains 12912 members 
Mstep: Class 4 contains 43353 members 
Mstep: Class 5 contains 47099 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 3500 members 
Mstep: Class 9 contains 71351 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 138037 members 
Mstep: Class 12 contains 6883 members 
Mstep: Class 13 contains 153261 members 
Mstep: Class 14 contains 151457 members 
Mstep: Class 15 contains 48712 members 
Mstep: Class 16 contains 7272 members 
Mstep: Class 17 contains 10645 members 
Mstep: Class 18 contains 1075 members 
Mstep: Class 19 contains 132786 members 
Mstep: Class 20 contains 13791 members 
Mstep: Class 21 contains 2183 members 
Mstep: Class 22 contains 6556 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 62072 members 
Mstep: Class 25 contains 35500 members 
Mstep: Class 26 contains 3677 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 5961 members 
Mstep: Class 29 contains 9796 members 
Mstep: Class 30 contains 1854 members 
Mstep: Class 31 contains 916 members 
Entering Unmasked Estep 
Score: -142917136.000000 Penalty: 106614.398438
Splitting cluster 27 changes total score from -142917936.000000 to -142917136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (5961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Entering Unmasked Estep 
Score: -799726.687500 Penalty: 2155.862305
	Iteration 0F: 2 clusters Score -799726.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -794560.312500 Penalty: 4311.724609
	Iteration 0F: 3 clusters Score -794560.3 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -795878.625000 Penalty: 4311.724609
	Iteration 1F: 3 clusters Score -795878.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -796152.250000 Penalty: 4311.724609
	Iteration 2F: 3 clusters Score -796152.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -796367.187500 Penalty: 4311.724609
	Iteration 3F: 3 clusters Score -796367.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -796600.375000 Penalty: 4311.724609
	Iteration 4Q: 3 clusters Score -796600.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -796932.812500 Penalty: 4311.724609
	Iteration 5F: 3 clusters Score -796932.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -797410.125000 Penalty: 4311.724609
	Iteration 6F: 3 clusters Score -797410.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -798097.875000 Penalty: 4311.724609
	Iteration 7F: 3 clusters Score -798097.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -798804.437500 Penalty: 4311.724609
	Iteration 8F: 3 clusters Score -798804.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -799496.062500 Penalty: 4311.724609
	Iteration 9F: 3 clusters Score -799496.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -800090.375000 Penalty: 4311.724609
	Iteration 10F: 3 clusters Score -800090.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -800618.187500 Penalty: 4311.724609
	Iteration 11F: 3 clusters Score -800618.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -801198.000000 Penalty: 4311.724609
	Iteration 12F: 3 clusters Score -801198 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -801658.687500 Penalty: 4311.724609
	Iteration 13Q: 3 clusters Score -801658.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -801840.062500 Penalty: 4311.724609
	Iteration 14Q: 3 clusters Score -801840.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -801914.187500 Penalty: 4311.724609
	Iteration 15Q: 3 clusters Score -801914.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -801967.312500 Penalty: 4311.724609
	Iteration 16Q: 3 clusters Score -801967.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -802028.187500 Penalty: 4311.724609
	Iteration 17Q: 3 clusters Score -802028.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -802071.687500 Penalty: 4311.724609
	Iteration 18Q: 3 clusters Score -802071.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -802119.000000 Penalty: 4311.724609
	Iteration 19Q: 3 clusters Score -802119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -802148.375000 Penalty: 4311.724609
	Iteration 20F: 3 clusters Score -802148.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -802172.625000 Penalty: 4311.724609
	Iteration 21Q: 3 clusters Score -802172.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -802204.875000 Penalty: 4311.724609
	Iteration 22Q: 3 clusters Score -802204.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -802236.125000 Penalty: 4311.724609
	Iteration 23Q: 3 clusters Score -802236.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -802266.937500 Penalty: 4311.724609
	Iteration 24Q: 3 clusters Score -802266.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -802300.687500 Penalty: 4311.724609
	Iteration 25Q: 3 clusters Score -802300.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -802332.250000 Penalty: 4311.724609
	Iteration 26Q: 3 clusters Score -802332.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -802359.062500 Penalty: 4311.724609
	Iteration 27Q: 3 clusters Score -802359.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -802365.000000 Penalty: 4311.724609
	Iteration 28Q: 3 clusters Score -802365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -802364.437500 Penalty: 4311.724609
	Iteration 29Q: 3 clusters Score -802364.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -802365.250000 Penalty: 4311.724609
	Iteration 30Q: 3 clusters Score -802365.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -802365.250000 Penalty: 4311.724609
	Iteration 31F: 3 clusters Score -802365.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 54967 members 
Mstep: Class 3 contains 12912 members 
Mstep: Class 4 contains 43353 members 
Mstep: Class 5 contains 47099 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 3500 members 
Mstep: Class 9 contains 71351 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 138037 members 
Mstep: Class 12 contains 6883 members 
Mstep: Class 13 contains 153261 members 
Mstep: Class 14 contains 151457 members 
Mstep: Class 15 contains 48712 members 
Mstep: Class 16 contains 7272 members 
Mstep: Class 17 contains 10645 members 
Mstep: Class 18 contains 1075 members 
Mstep: Class 19 contains 132786 members 
Mstep: Class 20 contains 13791 members 
Mstep: Class 21 contains 2183 members 
Mstep: Class 22 contains 6556 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 62072 members 
Mstep: Class 25 contains 35500 members 
Mstep: Class 26 contains 3677 members 
Mstep: Class 27 contains 1787 members 
Mstep: Class 28 contains 1424 members 
Mstep: Class 29 contains 9796 members 
Mstep: Class 30 contains 1854 members 
Mstep: Class 31 contains 4537 members 
Entering Unmasked Estep 
Score: -142919792.000000 Penalty: 106614.398438
Splitting cluster 28 changes total score from -142917936.000000 to -142919792.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 54967 members 
Mstep: Class 3 contains 12912 members 
Mstep: Class 4 contains 43353 members 
Mstep: Class 5 contains 47099 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 3500 members 
Mstep: Class 9 contains 71351 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 138037 members 
Mstep: Class 12 contains 6883 members 
Mstep: Class 13 contains 153261 members 
Mstep: Class 14 contains 151457 members 
Mstep: Class 15 contains 48712 members 
Mstep: Class 16 contains 7272 members 
Mstep: Class 17 contains 10645 members 
Mstep: Class 18 contains 1075 members 
Mstep: Class 19 contains 132786 members 
Mstep: Class 20 contains 13791 members 
Mstep: Class 21 contains 2183 members 
Mstep: Class 22 contains 6556 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 25 contains 35500 members 
Mstep: Class 26 contains 3677 members 
Mstep: Class 27 contains 1787 members 
Mstep: Class 28 contains 1424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142923424.000000 Penalty: 106614.398438
Iteration 79Q: 32 clusters Score -1.429234e+08 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 55495 members 
Mstep: Class 3 contains 13087 members 
Mstep: Class 4 contains 43419 members 
Mstep: Class 5 contains 47277 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 3622 members 
Mstep: Class 9 contains 71302 members 
Mstep: Class 10 contains 7008 members 
Mstep: Class 11 contains 138119 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 153591 members 
Mstep: Class 14 contains 151784 members 
Mstep: Class 15 contains 48805 members 
Mstep: Class 16 contains 7273 members 
Mstep: Class 17 contains 10551 members 
Mstep: Class 18 contains 1105 members 
Mstep: Class 19 contains 133052 members 
Mstep: Class 20 contains 13728 members 
Mstep: Class 21 contains 2164 members 
Mstep: Class 22 contains 6637 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 60665 members 
Mstep: Class 25 contains 35529 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 1807 members 
Mstep: Class 28 contains 1676 members 
Mstep: Class 29 contains 9291 members 
Mstep: Class 30 contains 1819 members 
Mstep: Class 31 contains 4276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142926688.000000 Penalty: 106614.398438
Iteration 80F: 32 clusters Score -1.429267e+08 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 55544 members 
Mstep: Class 3 contains 13047 members 
Mstep: Class 4 contains 43434 members 
Mstep: Class 5 contains 47318 members 
Mstep: Class 6 contains 873 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 3720 members 
Mstep: Class 9 contains 71086 members 
Mstep: Class 10 contains 7034 members 
Mstep: Class 11 contains 137883 members 
Mstep: Class 12 contains 6575 members 
Mstep: Class 13 contains 152688 members 
Mstep: Class 14 contains 151385 members 
Mstep: Class 15 contains 48717 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 10469 members 
Mstep: Class 18 contains 1157 members 
Mstep: Class 19 contains 132892 members 
Mstep: Class 20 contains 13501 members 
Mstep: Class 21 contains 2158 members 
Mstep: Class 22 contains 6558 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 61261 members 
Mstep: Class 25 contains 35490 members 
Mstep: Class 26 contains 3669 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 1823 members 
Mstep: Class 29 contains 10826 members 
Mstep: Class 30 contains 1990 members 
Mstep: Class 31 contains 4183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142928352.000000 Penalty: 106614.398438
Iteration 81Q: 32 clusters Score -1.429284e+08 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 55547 members 
Mstep: Class 3 contains 13033 members 
Mstep: Class 4 contains 43402 members 
Mstep: Class 5 contains 47408 members 
Mstep: Class 6 contains 872 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 3842 members 
Mstep: Class 9 contains 70894 members 
Mstep: Class 10 contains 7055 members 
Mstep: Class 11 contains 137736 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 152155 members 
Mstep: Class 14 contains 150995 members 
Mstep: Class 15 contains 48622 members 
Mstep: Class 16 contains 7253 members 
Mstep: Class 17 contains 10381 members 
Mstep: Class 18 contains 1228 members 
Mstep: Class 19 contains 132758 members 
Mstep: Class 20 contains 13285 members 
Mstep: Class 21 contains 2162 members 
Mstep: Class 22 contains 6488 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 61639 members 
Mstep: Class 25 contains 35460 members 
Mstep: Class 26 contains 3660 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 1942 members 
Mstep: Class 29 contains 12019 members 
Mstep: Class 30 contains 2087 members 
Mstep: Class 31 contains 4126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142929776.000000 Penalty: 106614.398438
Iteration 82Q: 32 clusters Score -1.429298e+08 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 55550 members 
Mstep: Class 3 contains 13037 members 
Mstep: Class 4 contains 43373 members 
Mstep: Class 5 contains 47530 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 3955 members 
Mstep: Class 9 contains 70713 members 
Mstep: Class 10 contains 7075 members 
Mstep: Class 11 contains 137590 members 
Mstep: Class 12 contains 6493 members 
Mstep: Class 13 contains 151732 members 
Mstep: Class 14 contains 150603 members 
Mstep: Class 15 contains 48519 members 
Mstep: Class 16 contains 7236 members 
Mstep: Class 17 contains 10313 members 
Mstep: Class 18 contains 1281 members 
Mstep: Class 19 contains 132651 members 
Mstep: Class 20 contains 13065 members 
Mstep: Class 21 contains 2162 members 
Mstep: Class 22 contains 6420 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 62046 members 
Mstep: Class 25 contains 35427 members 
Mstep: Class 26 contains 3661 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 2060 members 
Mstep: Class 29 contains 12949 members 
Mstep: Class 30 contains 2152 members 
Mstep: Class 31 contains 4103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142930416.000000 Penalty: 106614.398438
Iteration 83Q: 32 clusters Score -1.429304e+08 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 55538 members 
Mstep: Class 3 contains 13053 members 
Mstep: Class 4 contains 43354 members 
Mstep: Class 5 contains 47657 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4060 members 
Mstep: Class 9 contains 70519 members 
Mstep: Class 10 contains 7096 members 
Mstep: Class 11 contains 137478 members 
Mstep: Class 12 contains 6468 members 
Mstep: Class 13 contains 151389 members 
Mstep: Class 14 contains 150249 members 
Mstep: Class 15 contains 48426 members 
Mstep: Class 16 contains 7211 members 
Mstep: Class 17 contains 10260 members 
Mstep: Class 18 contains 1324 members 
Mstep: Class 19 contains 132578 members 
Mstep: Class 20 contains 12873 members 
Mstep: Class 21 contains 2164 members 
Mstep: Class 22 contains 6366 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 62413 members 
Mstep: Class 25 contains 35388 members 
Mstep: Class 26 contains 3655 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 2164 members 
Mstep: Class 29 contains 13723 members 
Mstep: Class 30 contains 2200 members 
Mstep: Class 31 contains 4090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142931504.000000 Penalty: 106614.398438
Iteration 84Q: 32 clusters Score -1.429315e+08 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 55536 members 
Mstep: Class 3 contains 13081 members 
Mstep: Class 4 contains 43325 members 
Mstep: Class 5 contains 47738 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 70311 members 
Mstep: Class 10 contains 7098 members 
Mstep: Class 11 contains 137400 members 
Mstep: Class 12 contains 6468 members 
Mstep: Class 13 contains 151182 members 
Mstep: Class 14 contains 149977 members 
Mstep: Class 15 contains 48347 members 
Mstep: Class 16 contains 7186 members 
Mstep: Class 17 contains 10195 members 
Mstep: Class 18 contains 1382 members 
Mstep: Class 19 contains 132478 members 
Mstep: Class 20 contains 12674 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 6329 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 62751 members 
Mstep: Class 25 contains 35356 members 
Mstep: Class 26 contains 3648 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 2247 members 
Mstep: Class 29 contains 14332 members 
Mstep: Class 30 contains 2242 members 
Mstep: Class 31 contains 4083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142932256.000000 Penalty: 106614.398438
Iteration 85Q: 32 clusters Score -1.429323e+08 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 55546 members 
Mstep: Class 3 contains 13081 members 
Mstep: Class 4 contains 43297 members 
Mstep: Class 5 contains 47812 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4238 members 
Mstep: Class 9 contains 70136 members 
Mstep: Class 10 contains 7103 members 
Mstep: Class 11 contains 137311 members 
Mstep: Class 12 contains 6470 members 
Mstep: Class 13 contains 151023 members 
Mstep: Class 14 contains 149691 members 
Mstep: Class 15 contains 48290 members 
Mstep: Class 16 contains 7156 members 
Mstep: Class 17 contains 10135 members 
Mstep: Class 18 contains 1437 members 
Mstep: Class 19 contains 132399 members 
Mstep: Class 20 contains 12500 members 
Mstep: Class 21 contains 2166 members 
Mstep: Class 22 contains 6292 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 63092 members 
Mstep: Class 25 contains 35327 members 
Mstep: Class 26 contains 3645 members 
Mstep: Class 27 contains 1798 members 
Mstep: Class 28 contains 2332 members 
Mstep: Class 29 contains 14838 members 
Mstep: Class 30 contains 2287 members 
Mstep: Class 31 contains 4074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142932784.000000 Penalty: 106614.398438
Iteration 86Q: 32 clusters Score -1.429328e+08 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 55574 members 
Mstep: Class 3 contains 13076 members 
Mstep: Class 4 contains 43260 members 
Mstep: Class 5 contains 47876 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4317 members 
Mstep: Class 9 contains 69969 members 
Mstep: Class 10 contains 7109 members 
Mstep: Class 11 contains 137239 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 150949 members 
Mstep: Class 14 contains 149452 members 
Mstep: Class 15 contains 48251 members 
Mstep: Class 16 contains 7131 members 
Mstep: Class 17 contains 10070 members 
Mstep: Class 18 contains 1506 members 
Mstep: Class 19 contains 132326 members 
Mstep: Class 20 contains 12348 members 
Mstep: Class 21 contains 2167 members 
Mstep: Class 22 contains 6248 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 63362 members 
Mstep: Class 25 contains 35302 members 
Mstep: Class 26 contains 3644 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 15231 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 4068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142933248.000000 Penalty: 106614.398438
Iteration 87Q: 32 clusters Score -1.429332e+08 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 55587 members 
Mstep: Class 3 contains 13073 members 
Mstep: Class 4 contains 43217 members 
Mstep: Class 5 contains 47949 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 69795 members 
Mstep: Class 10 contains 7112 members 
Mstep: Class 11 contains 137178 members 
Mstep: Class 12 contains 6469 members 
Mstep: Class 13 contains 150922 members 
Mstep: Class 14 contains 149250 members 
Mstep: Class 15 contains 48221 members 
Mstep: Class 16 contains 7106 members 
Mstep: Class 17 contains 10001 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 132237 members 
Mstep: Class 20 contains 12173 members 
Mstep: Class 21 contains 2168 members 
Mstep: Class 22 contains 6204 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 63610 members 
Mstep: Class 25 contains 35264 members 
Mstep: Class 26 contains 3652 members 
Mstep: Class 27 contains 1807 members 
Mstep: Class 28 contains 2519 members 
Mstep: Class 29 contains 15594 members 
Mstep: Class 30 contains 2343 members 
Mstep: Class 31 contains 4061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934224.000000 Penalty: 106614.398438
Iteration 88Q: 32 clusters Score -1.429342e+08 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 55590 members 
Mstep: Class 3 contains 13063 members 
Mstep: Class 4 contains 43187 members 
Mstep: Class 5 contains 48016 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 69639 members 
Mstep: Class 10 contains 7120 members 
Mstep: Class 11 contains 137102 members 
Mstep: Class 12 contains 6463 members 
Mstep: Class 13 contains 150929 members 
Mstep: Class 14 contains 149085 members 
Mstep: Class 15 contains 48199 members 
Mstep: Class 16 contains 7088 members 
Mstep: Class 17 contains 9941 members 
Mstep: Class 18 contains 1654 members 
Mstep: Class 19 contains 132116 members 
Mstep: Class 20 contains 12011 members 
Mstep: Class 21 contains 2168 members 
Mstep: Class 22 contains 6166 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 63822 members 
Mstep: Class 25 contains 35251 members 
Mstep: Class 26 contains 3656 members 
Mstep: Class 27 contains 1810 members 
Mstep: Class 28 contains 2601 members 
Mstep: Class 29 contains 15947 members 
Mstep: Class 30 contains 2358 members 
Mstep: Class 31 contains 4057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934416.000000 Penalty: 106614.398438
Iteration 89Q: 32 clusters Score -1.429344e+08 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 55597 members 
Mstep: Class 3 contains 13067 members 
Mstep: Class 4 contains 43174 members 
Mstep: Class 5 contains 48084 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 69476 members 
Mstep: Class 10 contains 7117 members 
Mstep: Class 11 contains 137038 members 
Mstep: Class 12 contains 6452 members 
Mstep: Class 13 contains 150957 members 
Mstep: Class 14 contains 148939 members 
Mstep: Class 15 contains 48173 members 
Mstep: Class 16 contains 7076 members 
Mstep: Class 17 contains 9903 members 
Mstep: Class 18 contains 1698 members 
Mstep: Class 19 contains 132022 members 
Mstep: Class 20 contains 11831 members 
Mstep: Class 21 contains 2169 members 
Mstep: Class 22 contains 6133 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 64025 members 
Mstep: Class 25 contains 35232 members 
Mstep: Class 26 contains 3664 members 
Mstep: Class 27 contains 1811 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 16238 members 
Mstep: Class 30 contains 2378 members 
Mstep: Class 31 contains 4053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934528.000000 Penalty: 106614.398438
Iteration 90Q: 32 clusters Score -1.429345e+08 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 55602 members 
Mstep: Class 3 contains 13055 members 
Mstep: Class 4 contains 43150 members 
Mstep: Class 5 contains 48146 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4494 members 
Mstep: Class 9 contains 69328 members 
Mstep: Class 10 contains 7117 members 
Mstep: Class 11 contains 136996 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 151020 members 
Mstep: Class 14 contains 148819 members 
Mstep: Class 15 contains 48146 members 
Mstep: Class 16 contains 7053 members 
Mstep: Class 17 contains 9856 members 
Mstep: Class 18 contains 1729 members 
Mstep: Class 19 contains 131905 members 
Mstep: Class 20 contains 11697 members 
Mstep: Class 21 contains 2169 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 64235 members 
Mstep: Class 25 contains 35214 members 
Mstep: Class 26 contains 3667 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 16472 members 
Mstep: Class 30 contains 2391 members 
Mstep: Class 31 contains 4049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934816.000000 Penalty: 106614.398438
Iteration 91Q: 32 clusters Score -1.429348e+08 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 55621 members 
Mstep: Class 3 contains 13037 members 
Mstep: Class 4 contains 43119 members 
Mstep: Class 5 contains 48198 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 69167 members 
Mstep: Class 10 contains 7120 members 
Mstep: Class 11 contains 136974 members 
Mstep: Class 12 contains 6449 members 
Mstep: Class 13 contains 151157 members 
Mstep: Class 14 contains 148719 members 
Mstep: Class 15 contains 48131 members 
Mstep: Class 16 contains 7038 members 
Mstep: Class 17 contains 9819 members 
Mstep: Class 18 contains 1770 members 
Mstep: Class 19 contains 131723 members 
Mstep: Class 20 contains 11567 members 
Mstep: Class 21 contains 2168 members 
Mstep: Class 22 contains 6075 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 64421 members 
Mstep: Class 25 contains 35203 members 
Mstep: Class 26 contains 3665 members 
Mstep: Class 27 contains 1814 members 
Mstep: Class 28 contains 2838 members 
Mstep: Class 29 contains 16679 members 
Mstep: Class 30 contains 2403 members 
Mstep: Class 31 contains 4048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935136.000000 Penalty: 106614.398438
Iteration 92Q: 32 clusters Score -1.429351e+08 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 55621 members 
Mstep: Class 3 contains 13025 members 
Mstep: Class 4 contains 43096 members 
Mstep: Class 5 contains 48261 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4532 members 
Mstep: Class 9 contains 69021 members 
Mstep: Class 10 contains 7121 members 
Mstep: Class 11 contains 136939 members 
Mstep: Class 12 contains 6439 members 
Mstep: Class 13 contains 151306 members 
Mstep: Class 14 contains 148618 members 
Mstep: Class 15 contains 48101 members 
Mstep: Class 16 contains 7022 members 
Mstep: Class 17 contains 9799 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 19 contains 131576 members 
Mstep: Class 20 contains 11455 members 
Mstep: Class 21 contains 2169 members 
Mstep: Class 22 contains 6057 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 64596 members 
Mstep: Class 25 contains 35183 members 
Mstep: Class 26 contains 3664 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 2891 members 
Mstep: Class 29 contains 16864 members 
Mstep: Class 30 contains 2415 members 
Mstep: Class 31 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935424.000000 Penalty: 106614.398438
Iteration 93Q: 32 clusters Score -1.429354e+08 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 55607 members 
Mstep: Class 3 contains 13004 members 
Mstep: Class 4 contains 43073 members 
Mstep: Class 5 contains 48312 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4543 members 
Mstep: Class 9 contains 68864 members 
Mstep: Class 10 contains 7121 members 
Mstep: Class 11 contains 136915 members 
Mstep: Class 12 contains 6436 members 
Mstep: Class 13 contains 151481 members 
Mstep: Class 14 contains 148508 members 
Mstep: Class 15 contains 48081 members 
Mstep: Class 16 contains 7005 members 
Mstep: Class 17 contains 9782 members 
Mstep: Class 18 contains 1831 members 
Mstep: Class 19 contains 131411 members 
Mstep: Class 20 contains 11355 members 
Mstep: Class 21 contains 2171 members 
Mstep: Class 22 contains 6024 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 64775 members 
Mstep: Class 25 contains 35170 members 
Mstep: Class 26 contains 3661 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 2944 members 
Mstep: Class 29 contains 17065 members 
Mstep: Class 30 contains 2424 members 
Mstep: Class 31 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142936000.000000 Penalty: 106614.398438
Iteration 94Q: 32 clusters Score -1.42936e+08 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 55586 members 
Mstep: Class 3 contains 12988 members 
Mstep: Class 4 contains 43029 members 
Mstep: Class 5 contains 48351 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4558 members 
Mstep: Class 9 contains 68716 members 
Mstep: Class 10 contains 7122 members 
Mstep: Class 11 contains 136890 members 
Mstep: Class 12 contains 6428 members 
Mstep: Class 13 contains 151713 members 
Mstep: Class 14 contains 148406 members 
Mstep: Class 15 contains 48061 members 
Mstep: Class 16 contains 6999 members 
Mstep: Class 17 contains 9759 members 
Mstep: Class 18 contains 1858 members 
Mstep: Class 19 contains 131276 members 
Mstep: Class 20 contains 11254 members 
Mstep: Class 21 contains 2172 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 64918 members 
Mstep: Class 25 contains 35166 members 
Mstep: Class 26 contains 3658 members 
Mstep: Class 27 contains 1811 members 
Mstep: Class 28 contains 2993 members 
Mstep: Class 29 contains 17229 members 
Mstep: Class 30 contains 2435 members 
Mstep: Class 31 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935888.000000 Penalty: 106614.398438
Iteration 95Q: 32 clusters Score -1.429359e+08 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 55580 members 
Mstep: Class 3 contains 12974 members 
Mstep: Class 4 contains 42984 members 
Mstep: Class 5 contains 48379 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4569 members 
Mstep: Class 9 contains 68584 members 
Mstep: Class 10 contains 7122 members 
Mstep: Class 11 contains 136866 members 
Mstep: Class 12 contains 6426 members 
Mstep: Class 13 contains 151969 members 
Mstep: Class 14 contains 148268 members 
Mstep: Class 15 contains 48044 members 
Mstep: Class 16 contains 6995 members 
Mstep: Class 17 contains 9737 members 
Mstep: Class 18 contains 1879 members 
Mstep: Class 19 contains 131139 members 
Mstep: Class 20 contains 11178 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 5950 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 65041 members 
Mstep: Class 25 contains 35158 members 
Mstep: Class 26 contains 3653 members 
Mstep: Class 27 contains 1811 members 
Mstep: Class 28 contains 3039 members 
Mstep: Class 29 contains 17393 members 
Mstep: Class 30 contains 2441 members 
Mstep: Class 31 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935792.000000 Penalty: 106614.398438
Iteration 96Q: 32 clusters Score -1.429358e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 55580 members 
Mstep: Class 3 contains 12958 members 
Mstep: Class 4 contains 42948 members 
Mstep: Class 5 contains 48406 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4581 members 
Mstep: Class 9 contains 68472 members 
Mstep: Class 10 contains 7124 members 
Mstep: Class 11 contains 136812 members 
Mstep: Class 12 contains 6417 members 
Mstep: Class 13 contains 152214 members 
Mstep: Class 14 contains 148172 members 
Mstep: Class 15 contains 48035 members 
Mstep: Class 16 contains 6986 members 
Mstep: Class 17 contains 9701 members 
Mstep: Class 18 contains 1901 members 
Mstep: Class 19 contains 130984 members 
Mstep: Class 20 contains 11125 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 5912 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 65151 members 
Mstep: Class 25 contains 35153 members 
Mstep: Class 26 contains 3650 members 
Mstep: Class 27 contains 1811 members 
Mstep: Class 28 contains 3075 members 
Mstep: Class 29 contains 17553 members 
Mstep: Class 30 contains 2445 members 
Mstep: Class 31 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142936192.000000 Penalty: 106614.398438
Iteration 97Q: 32 clusters Score -1.429362e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 55589 members 
Mstep: Class 3 contains 12945 members 
Mstep: Class 4 contains 42913 members 
Mstep: Class 5 contains 48446 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4592 members 
Mstep: Class 9 contains 68360 members 
Mstep: Class 10 contains 7127 members 
Mstep: Class 11 contains 136817 members 
Mstep: Class 12 contains 6409 members 
Mstep: Class 13 contains 152414 members 
Mstep: Class 14 contains 148084 members 
Mstep: Class 15 contains 48008 members 
Mstep: Class 16 contains 6968 members 
Mstep: Class 17 contains 9679 members 
Mstep: Class 18 contains 1910 members 
Mstep: Class 19 contains 130845 members 
Mstep: Class 20 contains 11063 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 5880 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 65262 members 
Mstep: Class 25 contains 35146 members 
Mstep: Class 26 contains 3647 members 
Mstep: Class 27 contains 1810 members 
Mstep: Class 28 contains 3100 members 
Mstep: Class 29 contains 17698 members 
Mstep: Class 30 contains 2446 members 
Mstep: Class 31 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142936320.000000 Penalty: 106614.398438
Iteration 98Q: 32 clusters Score -1.429363e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 55588 members 
Mstep: Class 3 contains 12935 members 
Mstep: Class 4 contains 42883 members 
Mstep: Class 5 contains 48500 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4606 members 
Mstep: Class 9 contains 68240 members 
Mstep: Class 10 contains 7127 members 
Mstep: Class 11 contains 136780 members 
Mstep: Class 12 contains 6404 members 
Mstep: Class 13 contains 152628 members 
Mstep: Class 14 contains 148017 members 
Mstep: Class 15 contains 47984 members 
Mstep: Class 16 contains 6956 members 
Mstep: Class 17 contains 9645 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 130709 members 
Mstep: Class 20 contains 11003 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 5843 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 65372 members 
Mstep: Class 25 contains 35137 members 
Mstep: Class 26 contains 3639 members 
Mstep: Class 27 contains 1810 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 17835 members 
Mstep: Class 30 contains 2450 members 
Mstep: Class 31 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142936944.000000 Penalty: 106614.398438
Iteration 99Q: 32 clusters Score -1.429369e+08 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 55587 members 
Mstep: Class 3 contains 12915 members 
Mstep: Class 4 contains 42859 members 
Mstep: Class 5 contains 48546 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4612 members 
Mstep: Class 9 contains 68134 members 
Mstep: Class 10 contains 7128 members 
Mstep: Class 11 contains 136741 members 
Mstep: Class 12 contains 6400 members 
Mstep: Class 13 contains 152835 members 
Mstep: Class 14 contains 147959 members 
Mstep: Class 15 contains 47984 members 
Mstep: Class 16 contains 6945 members 
Mstep: Class 17 contains 9616 members 
Mstep: Class 18 contains 1930 members 
Mstep: Class 19 contains 130571 members 
Mstep: Class 20 contains 10964 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 5821 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 65456 members 
Mstep: Class 25 contains 35127 members 
Mstep: Class 26 contains 3637 members 
Mstep: Class 27 contains 1808 members 
Mstep: Class 28 contains 3139 members 
Mstep: Class 29 contains 17945 members 
Mstep: Class 30 contains 2455 members 
Mstep: Class 31 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142937168.000000 Penalty: 106614.398438
Iteration 100F: 32 clusters Score -1.429372e+08 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 55585 members 
Mstep: Class 3 contains 12889 members 
Mstep: Class 4 contains 42826 members 
Mstep: Class 5 contains 48580 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4615 members 
Mstep: Class 9 contains 68003 members 
Mstep: Class 10 contains 7128 members 
Mstep: Class 11 contains 136685 members 
Mstep: Class 12 contains 6397 members 
Mstep: Class 13 contains 153014 members 
Mstep: Class 14 contains 147927 members 
Mstep: Class 15 contains 47978 members 
Mstep: Class 16 contains 6933 members 
Mstep: Class 17 contains 9530 members 
Mstep: Class 18 contains 1999 members 
Mstep: Class 19 contains 130488 members 
Mstep: Class 20 contains 10886 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 5804 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 65547 members 
Mstep: Class 25 contains 35115 members 
Mstep: Class 26 contains 3630 members 
Mstep: Class 27 contains 1808 members 
Mstep: Class 28 contains 3209 members 
Mstep: Class 29 contains 18051 members 
Mstep: Class 30 contains 2469 members 
Mstep: Class 31 contains 4045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142937584.000000 Penalty: 106614.398438
Iteration 101Q: 32 clusters Score -1.429376e+08 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 55581 members 
Mstep: Class 3 contains 12864 members 
Mstep: Class 4 contains 42805 members 
Mstep: Class 5 contains 48625 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4615 members 
Mstep: Class 9 contains 67891 members 
Mstep: Class 10 contains 7128 members 
Mstep: Class 11 contains 136646 members 
Mstep: Class 12 contains 6396 members 
Mstep: Class 13 contains 153155 members 
Mstep: Class 14 contains 147884 members 
Mstep: Class 15 contains 47968 members 
Mstep: Class 16 contains 6923 members 
Mstep: Class 17 contains 9460 members 
Mstep: Class 18 contains 2060 members 
Mstep: Class 19 contains 130385 members 
Mstep: Class 20 contains 10798 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 5784 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 65647 members 
Mstep: Class 25 contains 35091 members 
Mstep: Class 26 contains 3629 members 
Mstep: Class 27 contains 1808 members 
Mstep: Class 28 contains 3302 members 
Mstep: Class 29 contains 18165 members 
Mstep: Class 30 contains 2483 members 
Mstep: Class 31 contains 4045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142937312.000000 Penalty: 106614.398438
Iteration 102Q: 32 clusters Score -1.429373e+08 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 55576 members 
Mstep: Class 3 contains 12850 members 
Mstep: Class 4 contains 42780 members 
Mstep: Class 5 contains 48665 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4622 members 
Mstep: Class 9 contains 67789 members 
Mstep: Class 10 contains 7128 members 
Mstep: Class 11 contains 136591 members 
Mstep: Class 12 contains 6388 members 
Mstep: Class 13 contains 153320 members 
Mstep: Class 14 contains 147832 members 
Mstep: Class 15 contains 47965 members 
Mstep: Class 16 contains 6910 members 
Mstep: Class 17 contains 9394 members 
Mstep: Class 18 contains 2119 members 
Mstep: Class 19 contains 130290 members 
Mstep: Class 20 contains 10705 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 5772 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 65725 members 
Mstep: Class 25 contains 35072 members 
Mstep: Class 26 contains 3626 members 
Mstep: Class 27 contains 1809 members 
Mstep: Class 28 contains 3399 members 
Mstep: Class 29 contains 18259 members 
Mstep: Class 30 contains 2498 members 
Mstep: Class 31 contains 4045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142937408.000000 Penalty: 106614.398438
Iteration 103Q: 32 clusters Score -1.429374e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 55577 members 
Mstep: Class 3 contains 12834 members 
Mstep: Class 4 contains 42764 members 
Mstep: Class 5 contains 48716 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4630 members 
Mstep: Class 9 contains 67686 members 
Mstep: Class 10 contains 7128 members 
Mstep: Class 11 contains 136526 members 
Mstep: Class 12 contains 6386 members 
Mstep: Class 13 contains 153501 members 
Mstep: Class 14 contains 147762 members 
Mstep: Class 15 contains 47941 members 
Mstep: Class 16 contains 6902 members 
Mstep: Class 17 contains 9334 members 
Mstep: Class 18 contains 2172 members 
Mstep: Class 19 contains 130211 members 
Mstep: Class 20 contains 10587 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 5753 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 65779 members 
Mstep: Class 25 contains 35055 members 
Mstep: Class 26 contains 3623 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 3519 members 
Mstep: Class 29 contains 18369 members 
Mstep: Class 30 contains 2508 members 
Mstep: Class 31 contains 4045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142937904.000000 Penalty: 106614.398438
Iteration 104Q: 32 clusters Score -1.429379e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 55575 members 
Mstep: Class 3 contains 12811 members 
Mstep: Class 4 contains 42755 members 
Mstep: Class 5 contains 48756 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4640 members 
Mstep: Class 9 contains 67577 members 
Mstep: Class 10 contains 7130 members 
Mstep: Class 11 contains 136449 members 
Mstep: Class 12 contains 6384 members 
Mstep: Class 13 contains 153668 members 
Mstep: Class 14 contains 147708 members 
Mstep: Class 15 contains 47929 members 
Mstep: Class 16 contains 6894 members 
Mstep: Class 17 contains 9285 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 130157 members 
Mstep: Class 20 contains 10446 members 
Mstep: Class 21 contains 2173 members 
Mstep: Class 22 contains 5738 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 65845 members 
Mstep: Class 25 contains 35033 members 
Mstep: Class 26 contains 3617 members 
Mstep: Class 27 contains 1814 members 
Mstep: Class 28 contains 3660 members 
Mstep: Class 29 contains 18469 members 
Mstep: Class 30 contains 2519 members 
Mstep: Class 31 contains 4044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142938080.000000 Penalty: 106614.398438
Iteration 105Q: 32 clusters Score -1.429381e+08 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 55574 members 
Mstep: Class 3 contains 12792 members 
Mstep: Class 4 contains 42749 members 
Mstep: Class 5 contains 48794 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4648 members 
Mstep: Class 9 contains 67477 members 
Mstep: Class 10 contains 7130 members 
Mstep: Class 11 contains 136380 members 
Mstep: Class 12 contains 6375 members 
Mstep: Class 13 contains 153803 members 
Mstep: Class 14 contains 147689 members 
Mstep: Class 15 contains 47921 members 
Mstep: Class 16 contains 6892 members 
Mstep: Class 17 contains 9247 members 
Mstep: Class 18 contains 2244 members 
Mstep: Class 19 contains 130066 members 
Mstep: Class 20 contains 10306 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 5717 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 65912 members 
Mstep: Class 25 contains 35005 members 
Mstep: Class 26 contains 3616 members 
Mstep: Class 27 contains 1817 members 
Mstep: Class 28 contains 3795 members 
Mstep: Class 29 contains 18577 members 
Mstep: Class 30 contains 2533 members 
Mstep: Class 31 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142938224.000000 Penalty: 106614.398438
Iteration 106Q: 32 clusters Score -1.429382e+08 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 55571 members 
Mstep: Class 3 contains 12778 members 
Mstep: Class 4 contains 42734 members 
Mstep: Class 5 contains 48835 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4657 members 
Mstep: Class 9 contains 67383 members 
Mstep: Class 10 contains 7133 members 
Mstep: Class 11 contains 136313 members 
Mstep: Class 12 contains 6374 members 
Mstep: Class 13 contains 153948 members 
Mstep: Class 14 contains 147657 members 
Mstep: Class 15 contains 47910 members 
Mstep: Class 16 contains 6889 members 
Mstep: Class 17 contains 9210 members 
Mstep: Class 18 contains 2265 members 
Mstep: Class 19 contains 129984 members 
Mstep: Class 20 contains 10166 members 
Mstep: Class 21 contains 2176 members 
Mstep: Class 22 contains 5695 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 65973 members 
Mstep: Class 25 contains 34981 members 
Mstep: Class 26 contains 3612 members 
Mstep: Class 27 contains 1818 members 
Mstep: Class 28 contains 3945 members 
Mstep: Class 29 contains 18675 members 
Mstep: Class 30 contains 2537 members 
Mstep: Class 31 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142938288.000000 Penalty: 106614.398438
Iteration 107Q: 32 clusters Score -1.429383e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 55574 members 
Mstep: Class 3 contains 12759 members 
Mstep: Class 4 contains 42714 members 
Mstep: Class 5 contains 48861 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4663 members 
Mstep: Class 9 contains 67296 members 
Mstep: Class 10 contains 7135 members 
Mstep: Class 11 contains 136272 members 
Mstep: Class 12 contains 6369 members 
Mstep: Class 13 contains 154093 members 
Mstep: Class 14 contains 147605 members 
Mstep: Class 15 contains 47899 members 
Mstep: Class 16 contains 6882 members 
Mstep: Class 17 contains 9186 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 129919 members 
Mstep: Class 20 contains 10016 members 
Mstep: Class 21 contains 2176 members 
Mstep: Class 22 contains 5680 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66027 members 
Mstep: Class 25 contains 34956 members 
Mstep: Class 26 contains 3604 members 
Mstep: Class 27 contains 1818 members 
Mstep: Class 28 contains 4101 members 
Mstep: Class 29 contains 18756 members 
Mstep: Class 30 contains 2543 members 
Mstep: Class 31 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142938496.000000 Penalty: 106614.398438
Iteration 108Q: 32 clusters Score -1.429385e+08 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 55567 members 
Mstep: Class 3 contains 12739 members 
Mstep: Class 4 contains 42708 members 
Mstep: Class 5 contains 48879 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4672 members 
Mstep: Class 9 contains 67201 members 
Mstep: Class 10 contains 7136 members 
Mstep: Class 11 contains 136251 members 
Mstep: Class 12 contains 6363 members 
Mstep: Class 13 contains 154206 members 
Mstep: Class 14 contains 147560 members 
Mstep: Class 15 contains 47907 members 
Mstep: Class 16 contains 6879 members 
Mstep: Class 17 contains 9147 members 
Mstep: Class 18 contains 2330 members 
Mstep: Class 19 contains 129880 members 
Mstep: Class 20 contains 9830 members 
Mstep: Class 21 contains 2176 members 
Mstep: Class 22 contains 5664 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66086 members 
Mstep: Class 25 contains 34940 members 
Mstep: Class 26 contains 3598 members 
Mstep: Class 27 contains 1818 members 
Mstep: Class 28 contains 4244 members 
Mstep: Class 29 contains 18856 members 
Mstep: Class 30 contains 2555 members 
Mstep: Class 31 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142938560.000000 Penalty: 106614.398438
Iteration 109Q: 32 clusters Score -1.429386e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 55563 members 
Mstep: Class 3 contains 12720 members 
Mstep: Class 4 contains 42716 members 
Mstep: Class 5 contains 48905 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4683 members 
Mstep: Class 9 contains 67076 members 
Mstep: Class 10 contains 7138 members 
Mstep: Class 11 contains 136236 members 
Mstep: Class 12 contains 6363 members 
Mstep: Class 13 contains 154297 members 
Mstep: Class 14 contains 147532 members 
Mstep: Class 15 contains 47913 members 
Mstep: Class 16 contains 6871 members 
Mstep: Class 17 contains 9113 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 129830 members 
Mstep: Class 20 contains 9657 members 
Mstep: Class 21 contains 2176 members 
Mstep: Class 22 contains 5652 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66164 members 
Mstep: Class 25 contains 34918 members 
Mstep: Class 26 contains 3596 members 
Mstep: Class 27 contains 1819 members 
Mstep: Class 28 contains 4364 members 
Mstep: Class 29 contains 18976 members 
Mstep: Class 30 contains 2561 members 
Mstep: Class 31 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142938992.000000 Penalty: 106614.398438
Iteration 110Q: 32 clusters Score -1.42939e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 55555 members 
Mstep: Class 3 contains 12705 members 
Mstep: Class 4 contains 42719 members 
Mstep: Class 5 contains 48938 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4693 members 
Mstep: Class 9 contains 66964 members 
Mstep: Class 10 contains 7138 members 
Mstep: Class 11 contains 136241 members 
Mstep: Class 12 contains 6356 members 
Mstep: Class 13 contains 154371 members 
Mstep: Class 14 contains 147492 members 
Mstep: Class 15 contains 47917 members 
Mstep: Class 16 contains 6863 members 
Mstep: Class 17 contains 9087 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 129803 members 
Mstep: Class 20 contains 9500 members 
Mstep: Class 21 contains 2176 members 
Mstep: Class 22 contains 5642 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66239 members 
Mstep: Class 25 contains 34900 members 
Mstep: Class 26 contains 3590 members 
Mstep: Class 27 contains 1819 members 
Mstep: Class 28 contains 4459 members 
Mstep: Class 29 contains 19092 members 
Mstep: Class 30 contains 2565 members 
Mstep: Class 31 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142938688.000000 Penalty: 106614.398438
Iteration 111Q: 32 clusters Score -1.429387e+08 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 55546 members 
Mstep: Class 3 contains 12680 members 
Mstep: Class 4 contains 42723 members 
Mstep: Class 5 contains 48975 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4711 members 
Mstep: Class 9 contains 66887 members 
Mstep: Class 10 contains 7138 members 
Mstep: Class 11 contains 136244 members 
Mstep: Class 12 contains 6357 members 
Mstep: Class 13 contains 154432 members 
Mstep: Class 14 contains 147471 members 
Mstep: Class 15 contains 47922 members 
Mstep: Class 16 contains 6857 members 
Mstep: Class 17 contains 9047 members 
Mstep: Class 18 contains 2375 members 
Mstep: Class 19 contains 129748 members 
Mstep: Class 20 contains 9344 members 
Mstep: Class 21 contains 2176 members 
Mstep: Class 22 contains 5634 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66289 members 
Mstep: Class 25 contains 34893 members 
Mstep: Class 26 contains 3586 members 
Mstep: Class 27 contains 1819 members 
Mstep: Class 28 contains 4558 members 
Mstep: Class 29 contains 19190 members 
Mstep: Class 30 contains 2571 members 
Mstep: Class 31 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142938848.000000 Penalty: 106614.398438
Iteration 112Q: 32 clusters Score -1.429388e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 55542 members 
Mstep: Class 3 contains 12660 members 
Mstep: Class 4 contains 42718 members 
Mstep: Class 5 contains 49019 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4719 members 
Mstep: Class 9 contains 66788 members 
Mstep: Class 10 contains 7139 members 
Mstep: Class 11 contains 136207 members 
Mstep: Class 12 contains 6351 members 
Mstep: Class 13 contains 154519 members 
Mstep: Class 14 contains 147451 members 
Mstep: Class 15 contains 47925 members 
Mstep: Class 16 contains 6857 members 
Mstep: Class 17 contains 9015 members 
Mstep: Class 18 contains 2395 members 
Mstep: Class 19 contains 129709 members 
Mstep: Class 20 contains 9223 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 5625 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66336 members 
Mstep: Class 25 contains 34878 members 
Mstep: Class 26 contains 3584 members 
Mstep: Class 27 contains 1819 members 
Mstep: Class 28 contains 4668 members 
Mstep: Class 29 contains 19271 members 
Mstep: Class 30 contains 2574 members 
Mstep: Class 31 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142938912.000000 Penalty: 106614.398438
Iteration 113Q: 32 clusters Score -1.429389e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 55538 members 
Mstep: Class 3 contains 12646 members 
Mstep: Class 4 contains 42709 members 
Mstep: Class 5 contains 49068 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4726 members 
Mstep: Class 9 contains 66700 members 
Mstep: Class 10 contains 7139 members 
Mstep: Class 11 contains 136176 members 
Mstep: Class 12 contains 6346 members 
Mstep: Class 13 contains 154596 members 
Mstep: Class 14 contains 147436 members 
Mstep: Class 15 contains 47926 members 
Mstep: Class 16 contains 6855 members 
Mstep: Class 17 contains 8985 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 129688 members 
Mstep: Class 20 contains 9074 members 
Mstep: Class 21 contains 2176 members 
Mstep: Class 22 contains 5602 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66377 members 
Mstep: Class 25 contains 34861 members 
Mstep: Class 26 contains 3583 members 
Mstep: Class 27 contains 1819 members 
Mstep: Class 28 contains 4768 members 
Mstep: Class 29 contains 19380 members 
Mstep: Class 30 contains 2577 members 
Mstep: Class 31 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142939136.000000 Penalty: 106614.398438
Iteration 114Q: 32 clusters Score -1.429391e+08 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 55540 members 
Mstep: Class 3 contains 12642 members 
Mstep: Class 4 contains 42704 members 
Mstep: Class 5 contains 49111 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4730 members 
Mstep: Class 9 contains 66617 members 
Mstep: Class 10 contains 7140 members 
Mstep: Class 11 contains 136079 members 
Mstep: Class 12 contains 6343 members 
Mstep: Class 13 contains 154711 members 
Mstep: Class 14 contains 147414 members 
Mstep: Class 15 contains 47916 members 
Mstep: Class 16 contains 6849 members 
Mstep: Class 17 contains 8960 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 129682 members 
Mstep: Class 20 contains 8959 members 
Mstep: Class 21 contains 2176 members 
Mstep: Class 22 contains 5584 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66410 members 
Mstep: Class 25 contains 34842 members 
Mstep: Class 26 contains 3582 members 
Mstep: Class 27 contains 1820 members 
Mstep: Class 28 contains 4857 members 
Mstep: Class 29 contains 19485 members 
Mstep: Class 30 contains 2580 members 
Mstep: Class 31 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142939216.000000 Penalty: 106614.398438
Iteration 115Q: 32 clusters Score -1.429392e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 55542 members 
Mstep: Class 3 contains 12640 members 
Mstep: Class 4 contains 42696 members 
Mstep: Class 5 contains 49146 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4734 members 
Mstep: Class 9 contains 66549 members 
Mstep: Class 10 contains 7139 members 
Mstep: Class 11 contains 136005 members 
Mstep: Class 12 contains 6336 members 
Mstep: Class 13 contains 154824 members 
Mstep: Class 14 contains 147378 members 
Mstep: Class 15 contains 47919 members 
Mstep: Class 16 contains 6845 members 
Mstep: Class 17 contains 8942 members 
Mstep: Class 18 contains 2440 members 
Mstep: Class 19 contains 129671 members 
Mstep: Class 20 contains 8853 members 
Mstep: Class 21 contains 2176 members 
Mstep: Class 22 contains 5573 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66447 members 
Mstep: Class 25 contains 34828 members 
Mstep: Class 26 contains 3581 members 
Mstep: Class 27 contains 1819 members 
Mstep: Class 28 contains 4928 members 
Mstep: Class 29 contains 19571 members 
Mstep: Class 30 contains 2582 members 
Mstep: Class 31 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142939424.000000 Penalty: 106614.398438
Iteration 116Q: 32 clusters Score -1.429394e+08 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 55540 members 
Mstep: Class 3 contains 12637 members 
Mstep: Class 4 contains 42686 members 
Mstep: Class 5 contains 49188 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 66488 members 
Mstep: Class 10 contains 7140 members 
Mstep: Class 11 contains 135922 members 
Mstep: Class 12 contains 6326 members 
Mstep: Class 13 contains 154936 members 
Mstep: Class 14 contains 147328 members 
Mstep: Class 15 contains 47916 members 
Mstep: Class 16 contains 6845 members 
Mstep: Class 17 contains 8934 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 129669 members 
Mstep: Class 20 contains 8752 members 
Mstep: Class 21 contains 2176 members 
Mstep: Class 22 contains 5554 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66476 members 
Mstep: Class 25 contains 34808 members 
Mstep: Class 26 contains 3584 members 
Mstep: Class 27 contains 1820 members 
Mstep: Class 28 contains 4984 members 
Mstep: Class 29 contains 19680 members 
Mstep: Class 30 contains 2582 members 
Mstep: Class 31 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142939920.000000 Penalty: 106614.398438
Iteration 117Q: 32 clusters Score -1.429399e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 55539 members 
Mstep: Class 3 contains 12642 members 
Mstep: Class 4 contains 42670 members 
Mstep: Class 5 contains 49232 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4738 members 
Mstep: Class 9 contains 66411 members 
Mstep: Class 10 contains 7140 members 
Mstep: Class 11 contains 135840 members 
Mstep: Class 12 contains 6323 members 
Mstep: Class 13 contains 155050 members 
Mstep: Class 14 contains 147289 members 
Mstep: Class 15 contains 47912 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 8913 members 
Mstep: Class 18 contains 2466 members 
Mstep: Class 19 contains 129668 members 
Mstep: Class 20 contains 8650 members 
Mstep: Class 21 contains 2176 members 
Mstep: Class 22 contains 5543 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66506 members 
Mstep: Class 25 contains 34795 members 
Mstep: Class 26 contains 3583 members 
Mstep: Class 27 contains 1820 members 
Mstep: Class 28 contains 5038 members 
Mstep: Class 29 contains 19796 members 
Mstep: Class 30 contains 2582 members 
Mstep: Class 31 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940016.000000 Penalty: 106614.398438
Iteration 118Q: 32 clusters Score -1.4294e+08 nChanged 913
Entering ConstructFrom: 
Score: -142940016.000000 Penalty: 106614.398438
Entering ConstructFrom: 
Trying to split cluster 1 (17803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Entering Unmasked Estep 
Score: -2423239.250000 Penalty: 2427.206543
	Iteration 0F: 2 clusters Score -2423239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2410514.750000 Penalty: 4854.413086
	Iteration 0F: 3 clusters Score -2410515 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2414941.500000 Penalty: 4854.413086
	Iteration 1F: 3 clusters Score -2414942 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2415785.750000 Penalty: 4854.413086
	Iteration 2F: 3 clusters Score -2415786 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2416817.000000 Penalty: 4854.413086
	Iteration 3F: 3 clusters Score -2416817 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2418095.000000 Penalty: 4854.413086
	Iteration 4F: 3 clusters Score -2418095 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2419360.750000 Penalty: 4854.413086
	Iteration 5F: 3 clusters Score -2419361 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2420350.750000 Penalty: 4854.413086
	Iteration 6F: 3 clusters Score -2420351 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2420921.500000 Penalty: 4854.413086
	Iteration 7F: 3 clusters Score -2420922 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2421265.750000 Penalty: 4854.413086
	Iteration 8Q: 3 clusters Score -2421266 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2421467.250000 Penalty: 4854.413086
	Iteration 9Q: 3 clusters Score -2421467 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2421582.000000 Penalty: 4854.413086
	Iteration 10Q: 3 clusters Score -2421582 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2421658.750000 Penalty: 4854.413086
	Iteration 11Q: 3 clusters Score -2421659 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2421725.750000 Penalty: 4854.413086
	Iteration 12Q: 3 clusters Score -2421726 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2421789.000000 Penalty: 4854.413086
	Iteration 13Q: 3 clusters Score -2421789 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2421857.000000 Penalty: 4854.413086
	Iteration 14Q: 3 clusters Score -2421857 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2421915.500000 Penalty: 4854.413086
	Iteration 15Q: 3 clusters Score -2421916 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2421961.000000 Penalty: 4854.413086
	Iteration 16Q: 3 clusters Score -2421961 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2422000.250000 Penalty: 4854.413086
	Iteration 17Q: 3 clusters Score -2422000 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2422023.500000 Penalty: 4854.413086
	Iteration 18Q: 3 clusters Score -2422024 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2422056.250000 Penalty: 4854.413086
	Iteration 19Q: 3 clusters Score -2422056 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2422081.500000 Penalty: 4854.413086
	Iteration 20F: 3 clusters Score -2422082 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2422107.250000 Penalty: 4854.413086
	Iteration 21Q: 3 clusters Score -2422107 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2422128.250000 Penalty: 4854.413086
	Iteration 22Q: 3 clusters Score -2422128 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2422150.000000 Penalty: 4854.413086
	Iteration 23Q: 3 clusters Score -2422150 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2422174.500000 Penalty: 4854.413086
	Iteration 24Q: 3 clusters Score -2422174 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2422182.250000 Penalty: 4854.413086
	Iteration 25Q: 3 clusters Score -2422182 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2422207.000000 Penalty: 4854.413086
	Iteration 26Q: 3 clusters Score -2422207 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2422204.000000 Penalty: 4854.413086
	Iteration 27Q: 3 clusters Score -2422204 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2422218.250000 Penalty: 4854.413086
	Iteration 28Q: 3 clusters Score -2422218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2422221.250000 Penalty: 4854.413086
	Iteration 29Q: 3 clusters Score -2422221 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2422230.000000 Penalty: 4854.413086
	Iteration 30Q: 3 clusters Score -2422230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2422239.500000 Penalty: 4854.413086
	Iteration 31Q: 3 clusters Score -2422240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2422244.500000 Penalty: 4854.413086
	Iteration 32Q: 3 clusters Score -2422244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2422251.500000 Penalty: 4854.413086
	Iteration 33Q: 3 clusters Score -2422252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2422252.000000 Penalty: 4854.413086
	Iteration 34Q: 3 clusters Score -2422252 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2422265.000000 Penalty: 4854.413086
	Iteration 35Q: 3 clusters Score -2422265 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2422271.000000 Penalty: 4854.413086
	Iteration 36Q: 3 clusters Score -2422271 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2422279.000000 Penalty: 4854.413086
	Iteration 37Q: 3 clusters Score -2422279 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2422308.500000 Penalty: 4854.413086
	Iteration 38Q: 3 clusters Score -2422308 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2422326.000000 Penalty: 4854.413086
	Iteration 39Q: 3 clusters Score -2422326 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -2422342.250000 Penalty: 4854.413086
	Iteration 40F: 3 clusters Score -2422342 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2422373.750000 Penalty: 4854.413086
	Iteration 41Q: 3 clusters Score -2422374 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2422391.000000 Penalty: 4854.413086
	Iteration 42Q: 3 clusters Score -2422391 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2422407.000000 Penalty: 4854.413086
	Iteration 43Q: 3 clusters Score -2422407 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2422427.250000 Penalty: 4854.413086
	Iteration 44Q: 3 clusters Score -2422427 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2422443.750000 Penalty: 4854.413086
	Iteration 45Q: 3 clusters Score -2422444 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2422460.250000 Penalty: 4854.413086
	Iteration 46Q: 3 clusters Score -2422460 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2422483.000000 Penalty: 4854.413086
	Iteration 47Q: 3 clusters Score -2422483 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2422502.500000 Penalty: 4854.413086
	Iteration 48Q: 3 clusters Score -2422502 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2422531.500000 Penalty: 4854.413086
	Iteration 49Q: 3 clusters Score -2422532 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2422546.500000 Penalty: 4854.413086
	Iteration 50Q: 3 clusters Score -2422546 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2422550.500000 Penalty: 4854.413086
	Iteration 51Q: 3 clusters Score -2422550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2422562.000000 Penalty: 4854.413086
	Iteration 52Q: 3 clusters Score -2422562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2422569.500000 Penalty: 4854.413086
	Iteration 53Q: 3 clusters Score -2422570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2422579.750000 Penalty: 4854.413086
	Iteration 54Q: 3 clusters Score -2422580 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2422588.000000 Penalty: 4854.413086
	Iteration 55Q: 3 clusters Score -2422588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2422589.750000 Penalty: 4854.413086
	Iteration 56Q: 3 clusters Score -2422590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2422595.250000 Penalty: 4854.413086
	Iteration 57Q: 3 clusters Score -2422595 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2422606.250000 Penalty: 4854.413086
	Iteration 58Q: 3 clusters Score -2422606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2422609.000000 Penalty: 4854.413086
	Iteration 59Q: 3 clusters Score -2422609 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2422620.000000 Penalty: 4854.413086
	Iteration 60F: 3 clusters Score -2422620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2422628.250000 Penalty: 4854.413086
	Iteration 61Q: 3 clusters Score -2422628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2422640.750000 Penalty: 4854.413086
	Iteration 62Q: 3 clusters Score -2422641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2422637.000000 Penalty: 4854.413086
	Iteration 63Q: 3 clusters Score -2422637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2422642.250000 Penalty: 4854.413086
	Iteration 64Q: 3 clusters Score -2422642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2422640.750000 Penalty: 4854.413086
	Iteration 65Q: 3 clusters Score -2422641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2422640.000000 Penalty: 4854.413086
	Iteration 66Q: 3 clusters Score -2422640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2422640.000000 Penalty: 4854.413086
	Iteration 67Q: 3 clusters Score -2422640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2422637.750000 Penalty: 4854.413086
	Iteration 68Q: 3 clusters Score -2422638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2422642.500000 Penalty: 4854.413086
	Iteration 69Q: 3 clusters Score -2422642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2422640.000000 Penalty: 4854.413086
	Iteration 70Q: 3 clusters Score -2422640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2422643.250000 Penalty: 4854.413086
	Iteration 71Q: 3 clusters Score -2422643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2422644.750000 Penalty: 4854.413086
	Iteration 72Q: 3 clusters Score -2422645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2422642.000000 Penalty: 4854.413086
	Iteration 73Q: 3 clusters Score -2422642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2422641.750000 Penalty: 4854.413086
	Iteration 74Q: 3 clusters Score -2422642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2422641.500000 Penalty: 4854.413086
	Iteration 75Q: 3 clusters Score -2422642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -2422648.500000 Penalty: 4854.413086
	Iteration 76Q: 3 clusters Score -2422648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2422649.750000 Penalty: 4854.413086
	Iteration 77Q: 3 clusters Score -2422650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2422646.000000 Penalty: 4854.413086
	Iteration 78Q: 3 clusters Score -2422646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2422645.000000 Penalty: 4854.413086
	Iteration 79Q: 3 clusters Score -2422645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2422647.750000 Penalty: 4854.413086
	Iteration 80F: 3 clusters Score -2422648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2422651.000000 Penalty: 4854.413086
	Iteration 81Q: 3 clusters Score -2422651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2422646.750000 Penalty: 4854.413086
	Iteration 82Q: 3 clusters Score -2422647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2422645.500000 Penalty: 4854.413086
	Iteration 83Q: 3 clusters Score -2422646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2422646.500000 Penalty: 4854.413086
	Iteration 84Q: 3 clusters Score -2422646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2422646.250000 Penalty: 4854.413086
	Iteration 85Q: 3 clusters Score -2422646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2422646.250000 Penalty: 4854.413086
	Iteration 86F: 3 clusters Score -2422646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (55540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Entering Unmasked Estep 
Score: -7625441.500000 Penalty: 2709.364990
	Iteration 0F: 2 clusters Score -7625442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -7587988.500000 Penalty: 5418.729980
	Iteration 0F: 3 clusters Score -7587988 nChanged 25828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -7602796.000000 Penalty: 5418.729980
	Iteration 1F: 3 clusters Score -7602796 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -7604025.500000 Penalty: 5418.729980
	Iteration 2Q: 3 clusters Score -7604026 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -7605508.500000 Penalty: 5418.729980
	Iteration 3Q: 3 clusters Score -7605508 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -7607216.500000 Penalty: 5418.729980
	Iteration 4F: 3 clusters Score -7607216 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -7609041.000000 Penalty: 5418.729980
	Iteration 5F: 3 clusters Score -7609041 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -7611125.000000 Penalty: 5418.729980
	Iteration 6F: 3 clusters Score -7611125 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -7613247.500000 Penalty: 5418.729980
	Iteration 7F: 3 clusters Score -7613248 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -7615311.500000 Penalty: 5418.729980
	Iteration 8F: 3 clusters Score -7615312 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -7617007.000000 Penalty: 5418.729980
	Iteration 9F: 3 clusters Score -7617007 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -7618315.000000 Penalty: 5418.729980
	Iteration 10Q: 3 clusters Score -7618315 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -7619361.500000 Penalty: 5418.729980
	Iteration 11Q: 3 clusters Score -7619362 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -7620310.500000 Penalty: 5418.729980
	Iteration 12Q: 3 clusters Score -7620310 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -7621112.000000 Penalty: 5418.729980
	Iteration 13Q: 3 clusters Score -7621112 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -7621756.500000 Penalty: 5418.729980
	Iteration 14Q: 3 clusters Score -7621756 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -7622344.000000 Penalty: 5418.729980
	Iteration 15Q: 3 clusters Score -7622344 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -7622821.000000 Penalty: 5418.729980
	Iteration 16Q: 3 clusters Score -7622821 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -7623272.500000 Penalty: 5418.729980
	Iteration 17Q: 3 clusters Score -7623272 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -7623690.500000 Penalty: 5418.729980
	Iteration 18Q: 3 clusters Score -7623690 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -7623995.000000 Penalty: 5418.729980
	Iteration 19Q: 3 clusters Score -7623995 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -7624294.500000 Penalty: 5418.729980
	Iteration 20F: 3 clusters Score -7624294 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -7624503.500000 Penalty: 5418.729980
	Iteration 21Q: 3 clusters Score -7624504 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -7624649.000000 Penalty: 5418.729980
	Iteration 22Q: 3 clusters Score -7624649 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -7624771.000000 Penalty: 5418.729980
	Iteration 23Q: 3 clusters Score -7624771 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -7624856.000000 Penalty: 5418.729980
	Iteration 24Q: 3 clusters Score -7624856 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -7624954.500000 Penalty: 5418.729980
	Iteration 25Q: 3 clusters Score -7624954 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -7625004.500000 Penalty: 5418.729980
	Iteration 26Q: 3 clusters Score -7625004 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -7625044.000000 Penalty: 5418.729980
	Iteration 27Q: 3 clusters Score -7625044 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -7625060.500000 Penalty: 5418.729980
	Iteration 28Q: 3 clusters Score -7625060 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -7625081.000000 Penalty: 5418.729980
	Iteration 29Q: 3 clusters Score -7625081 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -7625114.500000 Penalty: 5418.729980
	Iteration 30Q: 3 clusters Score -7625114 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -7625099.500000 Penalty: 5418.729980
	Iteration 31Q: 3 clusters Score -7625100 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -7625106.500000 Penalty: 5418.729980
	Iteration 32Q: 3 clusters Score -7625106 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 48009 members 
Entering Unmasked Estep 
Score: -7625140.000000 Penalty: 5418.729980
	Iteration 33Q: 3 clusters Score -7625140 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -7625182.500000 Penalty: 5418.729980
	Iteration 34Q: 3 clusters Score -7625182 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -7625188.000000 Penalty: 5418.729980
	Iteration 35Q: 3 clusters Score -7625188 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -7625177.500000 Penalty: 5418.729980
	Iteration 36Q: 3 clusters Score -7625178 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -7625159.000000 Penalty: 5418.729980
	Iteration 37Q: 3 clusters Score -7625159 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -7625188.000000 Penalty: 5418.729980
	Iteration 38Q: 3 clusters Score -7625188 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -7625208.000000 Penalty: 5418.729980
	Iteration 39Q: 3 clusters Score -7625208 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -7625233.500000 Penalty: 5418.729980
	Iteration 40F: 3 clusters Score -7625234 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -7625251.000000 Penalty: 5418.729980
	Iteration 41Q: 3 clusters Score -7625251 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -7625251.000000 Penalty: 5418.729980
	Iteration 42Q: 3 clusters Score -7625251 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -7625251.000000 Penalty: 5418.729980
	Iteration 43Q: 3 clusters Score -7625251 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 48650 members 
Entering Unmasked Estep 
Score: -7625275.500000 Penalty: 5418.729980
	Iteration 44Q: 3 clusters Score -7625276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 48675 members 
Entering Unmasked Estep 
Score: -7625261.000000 Penalty: 5418.729980
	Iteration 45Q: 3 clusters Score -7625261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -7625263.500000 Penalty: 5418.729980
	Iteration 46Q: 3 clusters Score -7625264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -7625270.000000 Penalty: 5418.729980
	Iteration 47Q: 3 clusters Score -7625270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -7625262.000000 Penalty: 5418.729980
	Iteration 48Q: 3 clusters Score -7625262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -7625267.500000 Penalty: 5418.729980
	Iteration 49Q: 3 clusters Score -7625268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -7625282.500000 Penalty: 5418.729980
	Iteration 50Q: 3 clusters Score -7625282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -7625281.500000 Penalty: 5418.729980
	Iteration 51Q: 3 clusters Score -7625282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 48850 members 
Entering Unmasked Estep 
Score: -7625279.500000 Penalty: 5418.729980
	Iteration 52Q: 3 clusters Score -7625280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -7625280.000000 Penalty: 5418.729980
	Iteration 53Q: 3 clusters Score -7625280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -7625279.500000 Penalty: 5418.729980
	Iteration 54Q: 3 clusters Score -7625280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -7625284.000000 Penalty: 5418.729980
	Iteration 55Q: 3 clusters Score -7625284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -7625279.500000 Penalty: 5418.729980
	Iteration 56Q: 3 clusters Score -7625280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -7625281.000000 Penalty: 5418.729980
	Iteration 57Q: 3 clusters Score -7625281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -7625275.500000 Penalty: 5418.729980
	Iteration 58Q: 3 clusters Score -7625276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -7625279.500000 Penalty: 5418.729980
	Iteration 59Q: 3 clusters Score -7625280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -7625280.500000 Penalty: 5418.729980
	Iteration 60F: 3 clusters Score -7625280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 48981 members 
Entering Unmasked Estep 
Score: -7625281.500000 Penalty: 5418.729980
	Iteration 61Q: 3 clusters Score -7625282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -7625285.000000 Penalty: 5418.729980
	Iteration 62Q: 3 clusters Score -7625285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 49003 members 
Entering Unmasked Estep 
Score: -7625306.000000 Penalty: 5418.729980
	Iteration 63Q: 3 clusters Score -7625306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
Score: -7625314.000000 Penalty: 5418.729980
	Iteration 64Q: 3 clusters Score -7625314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -7625299.500000 Penalty: 5418.729980
	Iteration 65Q: 3 clusters Score -7625300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -7625297.500000 Penalty: 5418.729980
	Iteration 66Q: 3 clusters Score -7625298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -7625307.500000 Penalty: 5418.729980
	Iteration 67Q: 3 clusters Score -7625308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -7625312.000000 Penalty: 5418.729980
	Iteration 68Q: 3 clusters Score -7625312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 49059 members 
Entering Unmasked Estep 
Score: -7625302.000000 Penalty: 5418.729980
	Iteration 69Q: 3 clusters Score -7625302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -7625313.500000 Penalty: 5418.729980
	Iteration 70Q: 3 clusters Score -7625314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -7625299.500000 Penalty: 5418.729980
	Iteration 71Q: 3 clusters Score -7625300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -7625293.000000 Penalty: 5418.729980
	Iteration 72Q: 3 clusters Score -7625293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 49139 members 
Entering Unmasked Estep 
Score: -7625279.500000 Penalty: 5418.729980
	Iteration 73Q: 3 clusters Score -7625280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 49161 members 
Entering Unmasked Estep 
Score: -7625286.000000 Penalty: 5418.729980
	Iteration 74Q: 3 clusters Score -7625286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -7625282.500000 Penalty: 5418.729980
	Iteration 75Q: 3 clusters Score -7625282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -7625277.500000 Penalty: 5418.729980
	Iteration 76Q: 3 clusters Score -7625278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
Score: -7625293.000000 Penalty: 5418.729980
	Iteration 77Q: 3 clusters Score -7625293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -7625293.000000 Penalty: 5418.729980
	Iteration 78Q: 3 clusters Score -7625293 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -7625283.000000 Penalty: 5418.729980
	Iteration 79Q: 3 clusters Score -7625283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -7625285.000000 Penalty: 5418.729980
	Iteration 80F: 3 clusters Score -7625285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -7625294.000000 Penalty: 5418.729980
	Iteration 81Q: 3 clusters Score -7625294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -7625292.500000 Penalty: 5418.729980
	Iteration 82Q: 3 clusters Score -7625292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -7625296.500000 Penalty: 5418.729980
	Iteration 83Q: 3 clusters Score -7625296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -7625308.500000 Penalty: 5418.729980
	Iteration 84Q: 3 clusters Score -7625308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -7625303.500000 Penalty: 5418.729980
	Iteration 85Q: 3 clusters Score -7625304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
Score: -7625311.000000 Penalty: 5418.729980
	Iteration 86Q: 3 clusters Score -7625311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -7625313.000000 Penalty: 5418.729980
	Iteration 87Q: 3 clusters Score -7625313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -7625307.500000 Penalty: 5418.729980
	Iteration 88Q: 3 clusters Score -7625308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
Score: -7625305.500000 Penalty: 5418.729980
	Iteration 89Q: 3 clusters Score -7625306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -7625297.000000 Penalty: 5418.729980
	Iteration 90Q: 3 clusters Score -7625297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -7625296.500000 Penalty: 5418.729980
	Iteration 91Q: 3 clusters Score -7625296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -7625302.000000 Penalty: 5418.729980
	Iteration 92Q: 3 clusters Score -7625302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -7625307.000000 Penalty: 5418.729980
	Iteration 93Q: 3 clusters Score -7625307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 49427 members 
Entering Unmasked Estep 
Score: -7625307.500000 Penalty: 5418.729980
	Iteration 94Q: 3 clusters Score -7625308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 49435 members 
Entering Unmasked Estep 
Score: -7625317.500000 Penalty: 5418.729980
	Iteration 95Q: 3 clusters Score -7625318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
Score: -7625312.500000 Penalty: 5418.729980
	Iteration 96Q: 3 clusters Score -7625312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 49441 members 
Entering Unmasked Estep 
Score: -7625315.500000 Penalty: 5418.729980
	Iteration 97Q: 3 clusters Score -7625316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -7625316.500000 Penalty: 5418.729980
	Iteration 98Q: 3 clusters Score -7625316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -7625321.000000 Penalty: 5418.729980
	Iteration 99Q: 3 clusters Score -7625321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 49449 members 
Entering Unmasked Estep 
Score: -7625318.000000 Penalty: 5418.729980
	Iteration 100F: 3 clusters Score -7625318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Entering Unmasked Estep 
Score: -1692984.250000 Penalty: 2342.266357
	Iteration 0F: 2 clusters Score -1692984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1683702.750000 Penalty: 4684.532715
	Iteration 0F: 3 clusters Score -1683703 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1687034.000000 Penalty: 4684.532715
	Iteration 1F: 3 clusters Score -1687034 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1687751.750000 Penalty: 4684.532715
	Iteration 2F: 3 clusters Score -1687752 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1688466.375000 Penalty: 4684.532715
	Iteration 3F: 3 clusters Score -1688466 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1689301.750000 Penalty: 4684.532715
	Iteration 4F: 3 clusters Score -1689302 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1690029.750000 Penalty: 4684.532715
	Iteration 5F: 3 clusters Score -1690030 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1690590.500000 Penalty: 4684.532715
	Iteration 6F: 3 clusters Score -1690590 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1690949.625000 Penalty: 4684.532715
	Iteration 7Q: 3 clusters Score -1690950 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1691200.750000 Penalty: 4684.532715
	Iteration 8Q: 3 clusters Score -1691201 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1691398.625000 Penalty: 4684.532715
	Iteration 9Q: 3 clusters Score -1691399 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1691567.000000 Penalty: 4684.532715
	Iteration 10Q: 3 clusters Score -1691567 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1691695.000000 Penalty: 4684.532715
	Iteration 11Q: 3 clusters Score -1691695 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1691823.500000 Penalty: 4684.532715
	Iteration 12Q: 3 clusters Score -1691824 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1691936.625000 Penalty: 4684.532715
	Iteration 13Q: 3 clusters Score -1691937 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1692051.750000 Penalty: 4684.532715
	Iteration 14Q: 3 clusters Score -1692052 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1692194.500000 Penalty: 4684.532715
	Iteration 15Q: 3 clusters Score -1692194 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1692329.250000 Penalty: 4684.532715
	Iteration 16Q: 3 clusters Score -1692329 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1692423.500000 Penalty: 4684.532715
	Iteration 17Q: 3 clusters Score -1692424 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1692506.250000 Penalty: 4684.532715
	Iteration 18Q: 3 clusters Score -1692506 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1692574.750000 Penalty: 4684.532715
	Iteration 19Q: 3 clusters Score -1692575 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1692620.875000 Penalty: 4684.532715
	Iteration 20F: 3 clusters Score -1692621 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1692676.000000 Penalty: 4684.532715
	Iteration 21Q: 3 clusters Score -1692676 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1692714.750000 Penalty: 4684.532715
	Iteration 22Q: 3 clusters Score -1692715 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1692755.875000 Penalty: 4684.532715
	Iteration 23Q: 3 clusters Score -1692756 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1692792.250000 Penalty: 4684.532715
	Iteration 24Q: 3 clusters Score -1692792 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1692838.875000 Penalty: 4684.532715
	Iteration 25Q: 3 clusters Score -1692839 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1692874.375000 Penalty: 4684.532715
	Iteration 26Q: 3 clusters Score -1692874 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1692905.625000 Penalty: 4684.532715
	Iteration 27Q: 3 clusters Score -1692906 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1692940.500000 Penalty: 4684.532715
	Iteration 28Q: 3 clusters Score -1692940 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1692973.250000 Penalty: 4684.532715
	Iteration 29Q: 3 clusters Score -1692973 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1693001.375000 Penalty: 4684.532715
	Iteration 30Q: 3 clusters Score -1693001 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1693014.500000 Penalty: 4684.532715
	Iteration 31Q: 3 clusters Score -1693014 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1693031.250000 Penalty: 4684.532715
	Iteration 32Q: 3 clusters Score -1693031 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1693048.000000 Penalty: 4684.532715
	Iteration 33Q: 3 clusters Score -1693048 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1693055.250000 Penalty: 4684.532715
	Iteration 34Q: 3 clusters Score -1693055 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1693061.500000 Penalty: 4684.532715
	Iteration 35Q: 3 clusters Score -1693062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1693067.500000 Penalty: 4684.532715
	Iteration 36Q: 3 clusters Score -1693068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1693072.125000 Penalty: 4684.532715
	Iteration 37Q: 3 clusters Score -1693072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1693075.250000 Penalty: 4684.532715
	Iteration 38Q: 3 clusters Score -1693075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1693080.375000 Penalty: 4684.532715
	Iteration 39Q: 3 clusters Score -1693080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1693090.000000 Penalty: 4684.532715
	Iteration 40F: 3 clusters Score -1693090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1693086.875000 Penalty: 4684.532715
	Iteration 41Q: 3 clusters Score -1693087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1693091.625000 Penalty: 4684.532715
	Iteration 42Q: 3 clusters Score -1693092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1693093.750000 Penalty: 4684.532715
	Iteration 43Q: 3 clusters Score -1693094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1693098.000000 Penalty: 4684.532715
	Iteration 44Q: 3 clusters Score -1693098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1693102.625000 Penalty: 4684.532715
	Iteration 45Q: 3 clusters Score -1693103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1693102.625000 Penalty: 4684.532715
	Iteration 46Q: 3 clusters Score -1693103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1693104.875000 Penalty: 4684.532715
	Iteration 47Q: 3 clusters Score -1693105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1693107.375000 Penalty: 4684.532715
	Iteration 48Q: 3 clusters Score -1693107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1693112.375000 Penalty: 4684.532715
	Iteration 49Q: 3 clusters Score -1693112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1693118.000000 Penalty: 4684.532715
	Iteration 50Q: 3 clusters Score -1693118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1693114.500000 Penalty: 4684.532715
	Iteration 51Q: 3 clusters Score -1693114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1693120.375000 Penalty: 4684.532715
	Iteration 52Q: 3 clusters Score -1693120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1693121.375000 Penalty: 4684.532715
	Iteration 53Q: 3 clusters Score -1693121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1693118.375000 Penalty: 4684.532715
	Iteration 54Q: 3 clusters Score -1693118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1693120.375000 Penalty: 4684.532715
	Iteration 55Q: 3 clusters Score -1693120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1693125.750000 Penalty: 4684.532715
	Iteration 56Q: 3 clusters Score -1693126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1693129.000000 Penalty: 4684.532715
	Iteration 57Q: 3 clusters Score -1693129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1693132.875000 Penalty: 4684.532715
	Iteration 58Q: 3 clusters Score -1693133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1693129.750000 Penalty: 4684.532715
	Iteration 59Q: 3 clusters Score -1693130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1693134.125000 Penalty: 4684.532715
	Iteration 60F: 3 clusters Score -1693134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1693138.000000 Penalty: 4684.532715
	Iteration 61Q: 3 clusters Score -1693138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1693141.375000 Penalty: 4684.532715
	Iteration 62Q: 3 clusters Score -1693141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1693146.875000 Penalty: 4684.532715
	Iteration 63Q: 3 clusters Score -1693147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1693146.375000 Penalty: 4684.532715
	Iteration 64Q: 3 clusters Score -1693146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1693148.875000 Penalty: 4684.532715
	Iteration 65Q: 3 clusters Score -1693149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1693150.500000 Penalty: 4684.532715
	Iteration 66Q: 3 clusters Score -1693150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1693151.000000 Penalty: 4684.532715
	Iteration 67Q: 3 clusters Score -1693151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1693150.375000 Penalty: 4684.532715
	Iteration 68Q: 3 clusters Score -1693150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1693153.250000 Penalty: 4684.532715
	Iteration 69Q: 3 clusters Score -1693153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1693152.250000 Penalty: 4684.532715
	Iteration 70Q: 3 clusters Score -1693152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1693153.250000 Penalty: 4684.532715
	Iteration 71Q: 3 clusters Score -1693153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1693152.125000 Penalty: 4684.532715
	Iteration 72Q: 3 clusters Score -1693152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1693152.125000 Penalty: 4684.532715
	Iteration 73F: 3 clusters Score -1693152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 55540 members 
Mstep: Class 3 contains 2655 members 
Mstep: Class 4 contains 42661 members 
Mstep: Class 5 contains 49288 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4741 members 
Mstep: Class 9 contains 66339 members 
Mstep: Class 10 contains 7140 members 
Mstep: Class 11 contains 135762 members 
Mstep: Class 12 contains 6319 members 
Mstep: Class 13 contains 155156 members 
Mstep: Class 14 contains 147246 members 
Mstep: Class 15 contains 47896 members 
Mstep: Class 16 contains 6837 members 
Mstep: Class 17 contains 8899 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 129666 members 
Mstep: Class 20 contains 8546 members 
Mstep: Class 21 contains 2176 members 
Mstep: Class 22 contains 5541 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66531 members 
Mstep: Class 25 contains 34777 members 
Mstep: Class 26 contains 3582 members 
Mstep: Class 27 contains 1820 members 
Mstep: Class 28 contains 5090 members 
Mstep: Class 29 contains 19910 members 
Mstep: Class 30 contains 2582 members 
Mstep: Class 31 contains 4043 members 
Mstep: Class 32 contains 9985 members 
Entering Unmasked Estep 
Score: -142938960.000000 Penalty: 110053.570312
Splitting cluster 3 changes total score from -142940016.000000 to -142938960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (42661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Entering Unmasked Estep 
Score: -5768560.000000 Penalty: 2643.937988
	Iteration 0F: 2 clusters Score -5768560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -5739582.000000 Penalty: 5287.875977
	Iteration 0F: 3 clusters Score -5739582 nChanged 19699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -5750502.500000 Penalty: 5287.875977
	Iteration 1F: 3 clusters Score -5750502 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -5751103.000000 Penalty: 5287.875977
	Iteration 2Q: 3 clusters Score -5751103 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -5751810.000000 Penalty: 5287.875977
	Iteration 3Q: 3 clusters Score -5751810 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -5752770.500000 Penalty: 5287.875977
	Iteration 4Q: 3 clusters Score -5752770 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -5754144.500000 Penalty: 5287.875977
	Iteration 5F: 3 clusters Score -5754144 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -5756186.500000 Penalty: 5287.875977
	Iteration 6F: 3 clusters Score -5756186 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -5758905.000000 Penalty: 5287.875977
	Iteration 7F: 3 clusters Score -5758905 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -5761651.500000 Penalty: 5287.875977
	Iteration 8F: 3 clusters Score -5761652 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -5763864.000000 Penalty: 5287.875977
	Iteration 9F: 3 clusters Score -5763864 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5765085.500000 Penalty: 5287.875977
	Iteration 10Q: 3 clusters Score -5765086 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5765717.000000 Penalty: 5287.875977
	Iteration 11Q: 3 clusters Score -5765717 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5766000.000000 Penalty: 5287.875977
	Iteration 12Q: 3 clusters Score -5766000 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5766192.000000 Penalty: 5287.875977
	Iteration 13Q: 3 clusters Score -5766192 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5766314.500000 Penalty: 5287.875977
	Iteration 14Q: 3 clusters Score -5766314 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5766384.500000 Penalty: 5287.875977
	Iteration 15Q: 3 clusters Score -5766384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5766419.000000 Penalty: 5287.875977
	Iteration 16Q: 3 clusters Score -5766419 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5766460.000000 Penalty: 5287.875977
	Iteration 17Q: 3 clusters Score -5766460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5766487.500000 Penalty: 5287.875977
	Iteration 18Q: 3 clusters Score -5766488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5766492.500000 Penalty: 5287.875977
	Iteration 19Q: 3 clusters Score -5766492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5766501.500000 Penalty: 5287.875977
	Iteration 20F: 3 clusters Score -5766502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5766502.500000 Penalty: 5287.875977
	Iteration 21Q: 3 clusters Score -5766502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5766502.500000 Penalty: 5287.875977
	Iteration 22F: 3 clusters Score -5766502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49288 members 
Entering Unmasked Estep 
Score: -6920767.500000 Penalty: 2679.748047
	Iteration 0F: 2 clusters Score -6920768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -6887455.000000 Penalty: 5359.496094
	Iteration 0F: 3 clusters Score -6887455 nChanged 22814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -6900133.500000 Penalty: 5359.496094
	Iteration 1F: 3 clusters Score -6900134 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -6900685.500000 Penalty: 5359.496094
	Iteration 2Q: 3 clusters Score -6900686 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -6901383.000000 Penalty: 5359.496094
	Iteration 3Q: 3 clusters Score -6901383 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -6902152.000000 Penalty: 5359.496094
	Iteration 4Q: 3 clusters Score -6902152 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -6903282.000000 Penalty: 5359.496094
	Iteration 5Q: 3 clusters Score -6903282 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -6905126.000000 Penalty: 5359.496094
	Iteration 6F: 3 clusters Score -6905126 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -6907921.000000 Penalty: 5359.496094
	Iteration 7F: 3 clusters Score -6907921 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -6911247.500000 Penalty: 5359.496094
	Iteration 8F: 3 clusters Score -6911248 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -6914289.000000 Penalty: 5359.496094
	Iteration 9F: 3 clusters Score -6914289 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -6916387.000000 Penalty: 5359.496094
	Iteration 10Q: 3 clusters Score -6916387 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6917472.500000 Penalty: 5359.496094
	Iteration 11Q: 3 clusters Score -6917472 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6918008.000000 Penalty: 5359.496094
	Iteration 12Q: 3 clusters Score -6918008 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6918265.000000 Penalty: 5359.496094
	Iteration 13Q: 3 clusters Score -6918265 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48644 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6918372.500000 Penalty: 5359.496094
	Iteration 14Q: 3 clusters Score -6918372 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6918435.500000 Penalty: 5359.496094
	Iteration 15Q: 3 clusters Score -6918436 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6918455.500000 Penalty: 5359.496094
	Iteration 16Q: 3 clusters Score -6918456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6918486.000000 Penalty: 5359.496094
	Iteration 17Q: 3 clusters Score -6918486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48780 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6918507.500000 Penalty: 5359.496094
	Iteration 18Q: 3 clusters Score -6918508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6918543.000000 Penalty: 5359.496094
	Iteration 19Q: 3 clusters Score -6918543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6918549.500000 Penalty: 5359.496094
	Iteration 20F: 3 clusters Score -6918550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6918564.000000 Penalty: 5359.496094
	Iteration 21Q: 3 clusters Score -6918564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48830 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6918566.000000 Penalty: 5359.496094
	Iteration 22Q: 3 clusters Score -6918566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6918569.000000 Penalty: 5359.496094
	Iteration 23Q: 3 clusters Score -6918569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6918572.000000 Penalty: 5359.496094
	Iteration 24Q: 3 clusters Score -6918572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6918569.500000 Penalty: 5359.496094
	Iteration 25Q: 3 clusters Score -6918570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6918575.500000 Penalty: 5359.496094
	Iteration 26Q: 3 clusters Score -6918576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6918572.500000 Penalty: 5359.496094
	Iteration 27Q: 3 clusters Score -6918572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6918572.500000 Penalty: 5359.496094
	Iteration 28Q: 3 clusters Score -6918572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6918572.500000 Penalty: 5359.496094
	Iteration 29F: 3 clusters Score -6918572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -112777.250000 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -112777.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -110962.960938 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -110963 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -111310.406250 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -111310.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -111448.375000 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -111448.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -111591.859375 Penalty: 3357.742432
	Iteration 3Q: 3 clusters Score -111591.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -111735.867188 Penalty: 3357.742432
	Iteration 4Q: 3 clusters Score -111735.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -111813.179688 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -111813.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -111924.179688 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -111924.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -112022.468750 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -112022.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -112109.054688 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -112109.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -112187.867188 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -112187.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -112269.328125 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -112269.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -112293.445312 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -112293.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -112322.203125 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -112322.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -112359.148438 Penalty: 3357.742432
	Iteration 13Q: 3 clusters Score -112359.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -112377.757812 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -112377.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -112395.820312 Penalty: 3357.742432
	Iteration 15Q: 3 clusters Score -112395.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -112427.765625 Penalty: 3357.742432
	Iteration 16Q: 3 clusters Score -112427.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -112456.359375 Penalty: 3357.742432
	Iteration 17Q: 3 clusters Score -112456.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -112494.617188 Penalty: 3357.742432
	Iteration 18Q: 3 clusters Score -112494.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -112520.710938 Penalty: 3357.742432
	Iteration 19Q: 3 clusters Score -112520.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -112552.382812 Penalty: 3357.742432
	Iteration 20F: 3 clusters Score -112552.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -112580.812500 Penalty: 3357.742432
	Iteration 21Q: 3 clusters Score -112580.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -112604.375000 Penalty: 3357.742432
	Iteration 22Q: 3 clusters Score -112604.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -112619.648438 Penalty: 3357.742432
	Iteration 23Q: 3 clusters Score -112619.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -112628.398438 Penalty: 3357.742432
	Iteration 24Q: 3 clusters Score -112628.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -112630.976562 Penalty: 3357.742432
	Iteration 25Q: 3 clusters Score -112631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -112636.789062 Penalty: 3357.742432
	Iteration 26Q: 3 clusters Score -112636.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -112640.156250 Penalty: 3357.742432
	Iteration 27Q: 3 clusters Score -112640.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -112648.734375 Penalty: 3357.742432
	Iteration 28Q: 3 clusters Score -112648.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -112661.578125 Penalty: 3357.742432
	Iteration 29Q: 3 clusters Score -112661.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -112690.718750 Penalty: 3357.742432
	Iteration 30Q: 3 clusters Score -112690.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -112719.750000 Penalty: 3357.742432
	Iteration 31Q: 3 clusters Score -112719.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -112732.539062 Penalty: 3357.742432
	Iteration 32Q: 3 clusters Score -112732.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -112750.132812 Penalty: 3357.742432
	Iteration 33Q: 3 clusters Score -112750.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -112757.398438 Penalty: 3357.742432
	Iteration 34Q: 3 clusters Score -112757.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -112757.398438 Penalty: 3357.742432
	Iteration 35F: 3 clusters Score -112757.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -142959.906250 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -142959.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -140994.937500 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -140994.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -141355.421875 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -141355.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -141494.078125 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -141494.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -141612.484375 Penalty: 3477.562012
	Iteration 3F: 3 clusters Score -141612.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -141712.453125 Penalty: 3477.562012
	Iteration 4Q: 3 clusters Score -141712.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -141892.265625 Penalty: 3477.562012
	Iteration 5Q: 3 clusters Score -141892.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -142078.562500 Penalty: 3477.562012
	Iteration 6F: 3 clusters Score -142078.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -142246.578125 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -142246.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -142325.468750 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -142325.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -142376.640625 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -142376.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -142403.781250 Penalty: 3477.562012
	Iteration 10Q: 3 clusters Score -142403.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -142423.343750 Penalty: 3477.562012
	Iteration 11Q: 3 clusters Score -142423.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -142437.156250 Penalty: 3477.562012
	Iteration 12Q: 3 clusters Score -142437.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -142446.843750 Penalty: 3477.562012
	Iteration 13Q: 3 clusters Score -142446.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -142456.265625 Penalty: 3477.562012
	Iteration 14Q: 3 clusters Score -142456.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -142461.593750 Penalty: 3477.562012
	Iteration 15Q: 3 clusters Score -142461.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -142468.984375 Penalty: 3477.562012
	Iteration 16Q: 3 clusters Score -142469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -142470.968750 Penalty: 3477.562012
	Iteration 17Q: 3 clusters Score -142471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -142470.968750 Penalty: 3477.562012
	Iteration 18F: 3 clusters Score -142471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Entering Unmasked Estep 
Score: -650631.500000 Penalty: 2099.072998
	Iteration 0F: 2 clusters Score -650631.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -646384.000000 Penalty: 4198.145996
	Iteration 0F: 3 clusters Score -646384 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -647446.875000 Penalty: 4198.145996
	Iteration 1F: 3 clusters Score -647446.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -647684.000000 Penalty: 4198.145996
	Iteration 2F: 3 clusters Score -647684 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -647852.625000 Penalty: 4198.145996
	Iteration 3F: 3 clusters Score -647852.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -647986.437500 Penalty: 4198.145996
	Iteration 4Q: 3 clusters Score -647986.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -648124.187500 Penalty: 4198.145996
	Iteration 5Q: 3 clusters Score -648124.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -648226.000000 Penalty: 4198.145996
	Iteration 6Q: 3 clusters Score -648226 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -648311.437500 Penalty: 4198.145996
	Iteration 7Q: 3 clusters Score -648311.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -648383.062500 Penalty: 4198.145996
	Iteration 8Q: 3 clusters Score -648383.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -648449.500000 Penalty: 4198.145996
	Iteration 9Q: 3 clusters Score -648449.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -648507.750000 Penalty: 4198.145996
	Iteration 10Q: 3 clusters Score -648507.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -648562.750000 Penalty: 4198.145996
	Iteration 11Q: 3 clusters Score -648562.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -648604.500000 Penalty: 4198.145996
	Iteration 12Q: 3 clusters Score -648604.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -648641.937500 Penalty: 4198.145996
	Iteration 13Q: 3 clusters Score -648641.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -648675.500000 Penalty: 4198.145996
	Iteration 14Q: 3 clusters Score -648675.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -648724.062500 Penalty: 4198.145996
	Iteration 15Q: 3 clusters Score -648724.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -648771.312500 Penalty: 4198.145996
	Iteration 16Q: 3 clusters Score -648771.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -648812.500000 Penalty: 4198.145996
	Iteration 17Q: 3 clusters Score -648812.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -648849.437500 Penalty: 4198.145996
	Iteration 18Q: 3 clusters Score -648849.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -648887.375000 Penalty: 4198.145996
	Iteration 19Q: 3 clusters Score -648887.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -648922.562500 Penalty: 4198.145996
	Iteration 20F: 3 clusters Score -648922.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -648958.000000 Penalty: 4198.145996
	Iteration 21Q: 3 clusters Score -648958 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -648982.062500 Penalty: 4198.145996
	Iteration 22Q: 3 clusters Score -648982.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -649008.125000 Penalty: 4198.145996
	Iteration 23Q: 3 clusters Score -649008.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -649030.000000 Penalty: 4198.145996
	Iteration 24Q: 3 clusters Score -649030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -649043.500000 Penalty: 4198.145996
	Iteration 25Q: 3 clusters Score -649043.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -649057.750000 Penalty: 4198.145996
	Iteration 26Q: 3 clusters Score -649057.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -649069.562500 Penalty: 4198.145996
	Iteration 27Q: 3 clusters Score -649069.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -649075.812500 Penalty: 4198.145996
	Iteration 28Q: 3 clusters Score -649075.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -649085.125000 Penalty: 4198.145996
	Iteration 29Q: 3 clusters Score -649085.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -649091.562500 Penalty: 4198.145996
	Iteration 30Q: 3 clusters Score -649091.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -649097.375000 Penalty: 4198.145996
	Iteration 31Q: 3 clusters Score -649097.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -649100.750000 Penalty: 4198.145996
	Iteration 32Q: 3 clusters Score -649100.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -649107.000000 Penalty: 4198.145996
	Iteration 33Q: 3 clusters Score -649107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -649108.125000 Penalty: 4198.145996
	Iteration 34Q: 3 clusters Score -649108.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -649107.937500 Penalty: 4198.145996
	Iteration 35Q: 3 clusters Score -649107.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -649107.937500 Penalty: 4198.145996
	Iteration 36F: 3 clusters Score -649107.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (66339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66339 members 
Entering Unmasked Estep 
Score: -9288631.000000 Penalty: 2753.428223
	Iteration 0F: 2 clusters Score -9288631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -9244084.000000 Penalty: 5506.856445
	Iteration 0F: 3 clusters Score -9244084 nChanged 30929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -9261489.000000 Penalty: 5506.856445
	Iteration 1F: 3 clusters Score -9261489 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -9262345.000000 Penalty: 5506.856445
	Iteration 2Q: 3 clusters Score -9262345 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -9263125.000000 Penalty: 5506.856445
	Iteration 3Q: 3 clusters Score -9263125 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -9264140.000000 Penalty: 5506.856445
	Iteration 4Q: 3 clusters Score -9264140 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -9265374.000000 Penalty: 5506.856445
	Iteration 5Q: 3 clusters Score -9265374 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -9266858.000000 Penalty: 5506.856445
	Iteration 6Q: 3 clusters Score -9266858 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -9268834.000000 Penalty: 5506.856445
	Iteration 7Q: 3 clusters Score -9268834 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -9271184.000000 Penalty: 5506.856445
	Iteration 8F: 3 clusters Score -9271184 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -9273643.000000 Penalty: 5506.856445
	Iteration 9F: 3 clusters Score -9273643 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -9276192.000000 Penalty: 5506.856445
	Iteration 10F: 3 clusters Score -9276192 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -9278257.000000 Penalty: 5506.856445
	Iteration 11Q: 3 clusters Score -9278257 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -9279720.000000 Penalty: 5506.856445
	Iteration 12Q: 3 clusters Score -9279720 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54454 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -9280783.000000 Penalty: 5506.856445
	Iteration 13Q: 3 clusters Score -9280783 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55712 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -9281478.000000 Penalty: 5506.856445
	Iteration 14Q: 3 clusters Score -9281478 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56907 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -9282098.000000 Penalty: 5506.856445
	Iteration 15Q: 3 clusters Score -9282098 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58003 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -9282604.000000 Penalty: 5506.856445
	Iteration 16Q: 3 clusters Score -9282604 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59029 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -9283081.000000 Penalty: 5506.856445
	Iteration 17Q: 3 clusters Score -9283081 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59969 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -9283543.000000 Penalty: 5506.856445
	Iteration 18Q: 3 clusters Score -9283543 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -9283961.000000 Penalty: 5506.856445
	Iteration 19Q: 3 clusters Score -9283961 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -9284375.000000 Penalty: 5506.856445
	Iteration 20F: 3 clusters Score -9284375 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62353 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -9284702.000000 Penalty: 5506.856445
	Iteration 21Q: 3 clusters Score -9284702 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62938 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -9285028.000000 Penalty: 5506.856445
	Iteration 22Q: 3 clusters Score -9285028 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63433 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -9285259.000000 Penalty: 5506.856445
	Iteration 23Q: 3 clusters Score -9285259 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63830 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -9285465.000000 Penalty: 5506.856445
	Iteration 24Q: 3 clusters Score -9285465 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64141 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -9285579.000000 Penalty: 5506.856445
	Iteration 25Q: 3 clusters Score -9285579 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64400 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -9285692.000000 Penalty: 5506.856445
	Iteration 26Q: 3 clusters Score -9285692 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64622 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -9285804.000000 Penalty: 5506.856445
	Iteration 27Q: 3 clusters Score -9285804 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64813 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -9285886.000000 Penalty: 5506.856445
	Iteration 28Q: 3 clusters Score -9285886 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64978 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -9285968.000000 Penalty: 5506.856445
	Iteration 29Q: 3 clusters Score -9285968 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65117 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -9286006.000000 Penalty: 5506.856445
	Iteration 30Q: 3 clusters Score -9286006 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65210 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -9286068.000000 Penalty: 5506.856445
	Iteration 31Q: 3 clusters Score -9286068 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65284 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -9286119.000000 Penalty: 5506.856445
	Iteration 32Q: 3 clusters Score -9286119 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -9286163.000000 Penalty: 5506.856445
	Iteration 33Q: 3 clusters Score -9286163 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65370 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -9286181.000000 Penalty: 5506.856445
	Iteration 34Q: 3 clusters Score -9286181 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -9286215.000000 Penalty: 5506.856445
	Iteration 35Q: 3 clusters Score -9286215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65421 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -9286227.000000 Penalty: 5506.856445
	Iteration 36Q: 3 clusters Score -9286227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65441 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -9286243.000000 Penalty: 5506.856445
	Iteration 37Q: 3 clusters Score -9286243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65460 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -9286250.000000 Penalty: 5506.856445
	Iteration 38Q: 3 clusters Score -9286250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65476 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -9286264.000000 Penalty: 5506.856445
	Iteration 39Q: 3 clusters Score -9286264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9286260.000000 Penalty: 5506.856445
	Iteration 40F: 3 clusters Score -9286260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65505 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9286273.000000 Penalty: 5506.856445
	Iteration 41Q: 3 clusters Score -9286273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65517 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9286272.000000 Penalty: 5506.856445
	Iteration 42Q: 3 clusters Score -9286272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65526 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -9286273.000000 Penalty: 5506.856445
	Iteration 43Q: 3 clusters Score -9286273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65538 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -9286285.000000 Penalty: 5506.856445
	Iteration 44Q: 3 clusters Score -9286285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65545 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9286288.000000 Penalty: 5506.856445
	Iteration 45Q: 3 clusters Score -9286288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -9286292.000000 Penalty: 5506.856445
	Iteration 46Q: 3 clusters Score -9286292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65557 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -9286298.000000 Penalty: 5506.856445
	Iteration 47Q: 3 clusters Score -9286298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65561 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9286294.000000 Penalty: 5506.856445
	Iteration 48Q: 3 clusters Score -9286294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65564 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9286307.000000 Penalty: 5506.856445
	Iteration 49Q: 3 clusters Score -9286307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65566 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -9286309.000000 Penalty: 5506.856445
	Iteration 50Q: 3 clusters Score -9286309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65567 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -9286304.000000 Penalty: 5506.856445
	Iteration 51Q: 3 clusters Score -9286304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65568 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9286299.000000 Penalty: 5506.856445
	Iteration 52Q: 3 clusters Score -9286299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65568 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9286299.000000 Penalty: 5506.856445
	Iteration 53F: 3 clusters Score -9286299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Entering Unmasked Estep 
Score: -978570.500000 Penalty: 2200.620117
	Iteration 0F: 2 clusters Score -978570.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -972689.875000 Penalty: 4401.240234
	Iteration 0F: 3 clusters Score -972689.9 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -974163.187500 Penalty: 4401.240234
	Iteration 1F: 3 clusters Score -974163.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -974429.312500 Penalty: 4401.240234
	Iteration 2F: 3 clusters Score -974429.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -974628.125000 Penalty: 4401.240234
	Iteration 3F: 3 clusters Score -974628.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -974817.437500 Penalty: 4401.240234
	Iteration 4Q: 3 clusters Score -974817.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -974995.000000 Penalty: 4401.240234
	Iteration 5Q: 3 clusters Score -974995 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -975165.750000 Penalty: 4401.240234
	Iteration 6Q: 3 clusters Score -975165.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -975341.375000 Penalty: 4401.240234
	Iteration 7Q: 3 clusters Score -975341.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -975507.500000 Penalty: 4401.240234
	Iteration 8Q: 3 clusters Score -975507.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -975697.062500 Penalty: 4401.240234
	Iteration 9Q: 3 clusters Score -975697.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -975892.500000 Penalty: 4401.240234
	Iteration 10Q: 3 clusters Score -975892.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -976067.750000 Penalty: 4401.240234
	Iteration 11Q: 3 clusters Score -976067.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -976225.875000 Penalty: 4401.240234
	Iteration 12Q: 3 clusters Score -976225.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -976335.562500 Penalty: 4401.240234
	Iteration 13Q: 3 clusters Score -976335.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -976421.437500 Penalty: 4401.240234
	Iteration 14Q: 3 clusters Score -976421.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -976481.875000 Penalty: 4401.240234
	Iteration 15Q: 3 clusters Score -976481.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -976527.187500 Penalty: 4401.240234
	Iteration 16Q: 3 clusters Score -976527.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -976561.625000 Penalty: 4401.240234
	Iteration 17Q: 3 clusters Score -976561.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -976587.437500 Penalty: 4401.240234
	Iteration 18Q: 3 clusters Score -976587.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -976603.375000 Penalty: 4401.240234
	Iteration 19Q: 3 clusters Score -976603.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -976615.437500 Penalty: 4401.240234
	Iteration 20F: 3 clusters Score -976615.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -976622.812500 Penalty: 4401.240234
	Iteration 21Q: 3 clusters Score -976622.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -976625.250000 Penalty: 4401.240234
	Iteration 22Q: 3 clusters Score -976625.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -976628.000000 Penalty: 4401.240234
	Iteration 23Q: 3 clusters Score -976628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -976628.125000 Penalty: 4401.240234
	Iteration 24Q: 3 clusters Score -976628.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -976628.625000 Penalty: 4401.240234
	Iteration 25Q: 3 clusters Score -976628.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -976628.625000 Penalty: 4401.240234
	Iteration 26F: 3 clusters Score -976628.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (135762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135762 members 
Entering Unmasked Estep 
Score: -18917980.000000 Penalty: 2931.027344
	Iteration 0F: 2 clusters Score -1.891798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67819 members 
Mstep: Class 2 contains 67943 members 
Entering Unmasked Estep 
Score: -18829812.000000 Penalty: 5862.054688
	Iteration 0F: 3 clusters Score -1.882981e+07 nChanged 64715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67020 members 
Mstep: Class 2 contains 68742 members 
Entering Unmasked Estep 
Score: -18866694.000000 Penalty: 5862.054688
	Iteration 1F: 3 clusters Score -1.886669e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66473 members 
Mstep: Class 2 contains 69289 members 
Entering Unmasked Estep 
Score: -18867532.000000 Penalty: 5862.054688
	Iteration 2Q: 3 clusters Score -1.886753e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Mstep: Class 2 contains 70158 members 
Entering Unmasked Estep 
Score: -18868432.000000 Penalty: 5862.054688
	Iteration 3Q: 3 clusters Score -1.886843e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64264 members 
Mstep: Class 2 contains 71498 members 
Entering Unmasked Estep 
Score: -18869526.000000 Penalty: 5862.054688
	Iteration 4Q: 3 clusters Score -1.886953e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62256 members 
Mstep: Class 2 contains 73506 members 
Entering Unmasked Estep 
Score: -18871088.000000 Penalty: 5862.054688
	Iteration 5Q: 3 clusters Score -1.887109e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 76627 members 
Entering Unmasked Estep 
Score: -18873522.000000 Penalty: 5862.054688
	Iteration 6Q: 3 clusters Score -1.887352e+07 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 81169 members 
Entering Unmasked Estep 
Score: -18877822.000000 Penalty: 5862.054688
	Iteration 7F: 3 clusters Score -1.887782e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 87160 members 
Entering Unmasked Estep 
Score: -18884774.000000 Penalty: 5862.054688
	Iteration 8F: 3 clusters Score -1.888477e+07 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 93602 members 
Entering Unmasked Estep 
Score: -18893726.000000 Penalty: 5862.054688
	Iteration 9F: 3 clusters Score -1.889373e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 98633 members 
Entering Unmasked Estep 
Score: -18900800.000000 Penalty: 5862.054688
	Iteration 10F: 3 clusters Score -1.89008e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 101998 members 
Entering Unmasked Estep 
Score: -18904722.000000 Penalty: 5862.054688
	Iteration 11Q: 3 clusters Score -1.890472e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 104738 members 
Entering Unmasked Estep 
Score: -18906496.000000 Penalty: 5862.054688
	Iteration 12Q: 3 clusters Score -1.89065e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 107297 members 
Entering Unmasked Estep 
Score: -18907972.000000 Penalty: 5862.054688
	Iteration 13Q: 3 clusters Score -1.890797e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 109780 members 
Entering Unmasked Estep 
Score: -18908894.000000 Penalty: 5862.054688
	Iteration 14Q: 3 clusters Score -1.890889e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 112239 members 
Entering Unmasked Estep 
Score: -18909850.000000 Penalty: 5862.054688
	Iteration 15Q: 3 clusters Score -1.890985e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 114646 members 
Entering Unmasked Estep 
Score: -18910782.000000 Penalty: 5862.054688
	Iteration 16Q: 3 clusters Score -1.891078e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 116967 members 
Entering Unmasked Estep 
Score: -18911514.000000 Penalty: 5862.054688
	Iteration 17Q: 3 clusters Score -1.891151e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 119119 members 
Entering Unmasked Estep 
Score: -18912040.000000 Penalty: 5862.054688
	Iteration 18Q: 3 clusters Score -1.891204e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 121017 members 
Entering Unmasked Estep 
Score: -18912508.000000 Penalty: 5862.054688
	Iteration 19Q: 3 clusters Score -1.891251e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 122751 members 
Entering Unmasked Estep 
Score: -18912968.000000 Penalty: 5862.054688
	Iteration 20F: 3 clusters Score -1.891297e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 124268 members 
Entering Unmasked Estep 
Score: -18913360.000000 Penalty: 5862.054688
	Iteration 21Q: 3 clusters Score -1.891336e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 125639 members 
Entering Unmasked Estep 
Score: -18913686.000000 Penalty: 5862.054688
	Iteration 22Q: 3 clusters Score -1.891369e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 126837 members 
Entering Unmasked Estep 
Score: -18913954.000000 Penalty: 5862.054688
	Iteration 23Q: 3 clusters Score -1.891395e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 127919 members 
Entering Unmasked Estep 
Score: -18914216.000000 Penalty: 5862.054688
	Iteration 24Q: 3 clusters Score -1.891422e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 128858 members 
Entering Unmasked Estep 
Score: -18914478.000000 Penalty: 5862.054688
	Iteration 25Q: 3 clusters Score -1.891448e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 129669 members 
Entering Unmasked Estep 
Score: -18914640.000000 Penalty: 5862.054688
	Iteration 26Q: 3 clusters Score -1.891464e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 130355 members 
Entering Unmasked Estep 
Score: -18914824.000000 Penalty: 5862.054688
	Iteration 27Q: 3 clusters Score -1.891482e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 130965 members 
Entering Unmasked Estep 
Score: -18914976.000000 Penalty: 5862.054688
	Iteration 28Q: 3 clusters Score -1.891498e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 131478 members 
Entering Unmasked Estep 
Score: -18915030.000000 Penalty: 5862.054688
	Iteration 29Q: 3 clusters Score -1.891503e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 131894 members 
Entering Unmasked Estep 
Score: -18915090.000000 Penalty: 5862.054688
	Iteration 30Q: 3 clusters Score -1.891509e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 132264 members 
Entering Unmasked Estep 
Score: -18915114.000000 Penalty: 5862.054688
	Iteration 31Q: 3 clusters Score -1.891511e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 132588 members 
Entering Unmasked Estep 
Score: -18915100.000000 Penalty: 5862.054688
	Iteration 32Q: 3 clusters Score -1.89151e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 132881 members 
Entering Unmasked Estep 
Score: -18915150.000000 Penalty: 5862.054688
	Iteration 33Q: 3 clusters Score -1.891515e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 133123 members 
Entering Unmasked Estep 
Score: -18915196.000000 Penalty: 5862.054688
	Iteration 34Q: 3 clusters Score -1.89152e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 133354 members 
Entering Unmasked Estep 
Score: -18915274.000000 Penalty: 5862.054688
	Iteration 35Q: 3 clusters Score -1.891527e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 133523 members 
Entering Unmasked Estep 
Score: -18915332.000000 Penalty: 5862.054688
	Iteration 36Q: 3 clusters Score -1.891533e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 133679 members 
Entering Unmasked Estep 
Score: -18915400.000000 Penalty: 5862.054688
	Iteration 37Q: 3 clusters Score -1.89154e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 133816 members 
Entering Unmasked Estep 
Score: -18915428.000000 Penalty: 5862.054688
	Iteration 38Q: 3 clusters Score -1.891543e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 133924 members 
Entering Unmasked Estep 
Score: -18915456.000000 Penalty: 5862.054688
	Iteration 39Q: 3 clusters Score -1.891546e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 134009 members 
Entering Unmasked Estep 
Score: -18915478.000000 Penalty: 5862.054688
	Iteration 40F: 3 clusters Score -1.891548e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 134099 members 
Entering Unmasked Estep 
Score: -18915506.000000 Penalty: 5862.054688
	Iteration 41Q: 3 clusters Score -1.891551e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 134174 members 
Entering Unmasked Estep 
Score: -18915492.000000 Penalty: 5862.054688
	Iteration 42Q: 3 clusters Score -1.891549e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 134260 members 
Entering Unmasked Estep 
Score: -18915494.000000 Penalty: 5862.054688
	Iteration 43Q: 3 clusters Score -1.891549e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 134339 members 
Entering Unmasked Estep 
Score: -18915498.000000 Penalty: 5862.054688
	Iteration 44Q: 3 clusters Score -1.89155e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 134408 members 
Entering Unmasked Estep 
Score: -18915514.000000 Penalty: 5862.054688
	Iteration 45Q: 3 clusters Score -1.891551e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 134459 members 
Entering Unmasked Estep 
Score: -18915512.000000 Penalty: 5862.054688
	Iteration 46Q: 3 clusters Score -1.891551e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 134496 members 
Entering Unmasked Estep 
Score: -18915524.000000 Penalty: 5862.054688
	Iteration 47Q: 3 clusters Score -1.891552e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 134526 members 
Entering Unmasked Estep 
Score: -18915554.000000 Penalty: 5862.054688
	Iteration 48Q: 3 clusters Score -1.891555e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 134565 members 
Entering Unmasked Estep 
Score: -18915562.000000 Penalty: 5862.054688
	Iteration 49Q: 3 clusters Score -1.891556e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 134589 members 
Entering Unmasked Estep 
Score: -18915568.000000 Penalty: 5862.054688
	Iteration 50Q: 3 clusters Score -1.891557e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 134617 members 
Entering Unmasked Estep 
Score: -18915586.000000 Penalty: 5862.054688
	Iteration 51Q: 3 clusters Score -1.891559e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 134636 members 
Entering Unmasked Estep 
Score: -18915588.000000 Penalty: 5862.054688
	Iteration 52Q: 3 clusters Score -1.891559e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 134658 members 
Entering Unmasked Estep 
Score: -18915592.000000 Penalty: 5862.054688
	Iteration 53Q: 3 clusters Score -1.891559e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 134683 members 
Entering Unmasked Estep 
Score: -18915592.000000 Penalty: 5862.054688
	Iteration 54Q: 3 clusters Score -1.891559e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 134696 members 
Entering Unmasked Estep 
Score: -18915606.000000 Penalty: 5862.054688
	Iteration 55Q: 3 clusters Score -1.891561e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 134711 members 
Entering Unmasked Estep 
Score: -18915610.000000 Penalty: 5862.054688
	Iteration 56Q: 3 clusters Score -1.891561e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 134735 members 
Entering Unmasked Estep 
Score: -18915600.000000 Penalty: 5862.054688
	Iteration 57Q: 3 clusters Score -1.89156e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 134751 members 
Entering Unmasked Estep 
Score: -18915582.000000 Penalty: 5862.054688
	Iteration 58Q: 3 clusters Score -1.891558e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 134765 members 
Entering Unmasked Estep 
Score: -18915588.000000 Penalty: 5862.054688
	Iteration 59Q: 3 clusters Score -1.891559e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 134778 members 
Entering Unmasked Estep 
Score: -18915594.000000 Penalty: 5862.054688
	Iteration 60F: 3 clusters Score -1.891559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 134791 members 
Entering Unmasked Estep 
Score: -18915586.000000 Penalty: 5862.054688
	Iteration 61Q: 3 clusters Score -1.891559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 134801 members 
Entering Unmasked Estep 
Score: -18915596.000000 Penalty: 5862.054688
	Iteration 62Q: 3 clusters Score -1.89156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 134805 members 
Entering Unmasked Estep 
Score: -18915604.000000 Penalty: 5862.054688
	Iteration 63Q: 3 clusters Score -1.89156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 134807 members 
Entering Unmasked Estep 
Score: -18915606.000000 Penalty: 5862.054688
	Iteration 64Q: 3 clusters Score -1.891561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 134808 members 
Entering Unmasked Estep 
Score: -18915598.000000 Penalty: 5862.054688
	Iteration 65Q: 3 clusters Score -1.89156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 134808 members 
Entering Unmasked Estep 
Score: -18915598.000000 Penalty: 5862.054688
	Iteration 66F: 3 clusters Score -1.89156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Entering Unmasked Estep 
Score: -792635.187500 Penalty: 2170.326416
	Iteration 0F: 2 clusters Score -792635.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -787369.500000 Penalty: 4340.652832
	Iteration 0F: 3 clusters Score -787369.5 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -789096.125000 Penalty: 4340.652832
	Iteration 1F: 3 clusters Score -789096.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -789592.937500 Penalty: 4340.652832
	Iteration 2F: 3 clusters Score -789592.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -789992.437500 Penalty: 4340.652832
	Iteration 3F: 3 clusters Score -789992.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -790302.000000 Penalty: 4340.652832
	Iteration 4F: 3 clusters Score -790302 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -790565.125000 Penalty: 4340.652832
	Iteration 5F: 3 clusters Score -790565.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -790771.437500 Penalty: 4340.652832
	Iteration 6Q: 3 clusters Score -790771.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -790941.812500 Penalty: 4340.652832
	Iteration 7Q: 3 clusters Score -790941.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -791059.500000 Penalty: 4340.652832
	Iteration 8Q: 3 clusters Score -791059.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -791177.562500 Penalty: 4340.652832
	Iteration 9Q: 3 clusters Score -791177.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -791284.125000 Penalty: 4340.652832
	Iteration 10Q: 3 clusters Score -791284.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -791366.187500 Penalty: 4340.652832
	Iteration 11Q: 3 clusters Score -791366.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -791414.750000 Penalty: 4340.652832
	Iteration 12Q: 3 clusters Score -791414.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -791463.437500 Penalty: 4340.652832
	Iteration 13Q: 3 clusters Score -791463.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -791495.062500 Penalty: 4340.652832
	Iteration 14Q: 3 clusters Score -791495.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -791525.062500 Penalty: 4340.652832
	Iteration 15Q: 3 clusters Score -791525.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -791559.875000 Penalty: 4340.652832
	Iteration 16Q: 3 clusters Score -791559.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -791601.375000 Penalty: 4340.652832
	Iteration 17Q: 3 clusters Score -791601.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -791642.312500 Penalty: 4340.652832
	Iteration 18Q: 3 clusters Score -791642.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -791676.500000 Penalty: 4340.652832
	Iteration 19Q: 3 clusters Score -791676.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -791714.562500 Penalty: 4340.652832
	Iteration 20F: 3 clusters Score -791714.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -791734.812500 Penalty: 4340.652832
	Iteration 21Q: 3 clusters Score -791734.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -791757.625000 Penalty: 4340.652832
	Iteration 22Q: 3 clusters Score -791757.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -791782.000000 Penalty: 4340.652832
	Iteration 23Q: 3 clusters Score -791782 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -791807.937500 Penalty: 4340.652832
	Iteration 24Q: 3 clusters Score -791807.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -791823.937500 Penalty: 4340.652832
	Iteration 25Q: 3 clusters Score -791823.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -791839.000000 Penalty: 4340.652832
	Iteration 26Q: 3 clusters Score -791839 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -791854.000000 Penalty: 4340.652832
	Iteration 27Q: 3 clusters Score -791854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -791861.500000 Penalty: 4340.652832
	Iteration 28Q: 3 clusters Score -791861.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -791874.625000 Penalty: 4340.652832
	Iteration 29Q: 3 clusters Score -791874.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -791890.875000 Penalty: 4340.652832
	Iteration 30Q: 3 clusters Score -791890.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -791907.062500 Penalty: 4340.652832
	Iteration 31Q: 3 clusters Score -791907.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -791928.937500 Penalty: 4340.652832
	Iteration 32Q: 3 clusters Score -791928.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -791945.687500 Penalty: 4340.652832
	Iteration 33Q: 3 clusters Score -791945.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -791962.312500 Penalty: 4340.652832
	Iteration 34Q: 3 clusters Score -791962.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -791972.187500 Penalty: 4340.652832
	Iteration 35Q: 3 clusters Score -791972.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -791981.000000 Penalty: 4340.652832
	Iteration 36Q: 3 clusters Score -791981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -791989.625000 Penalty: 4340.652832
	Iteration 37Q: 3 clusters Score -791989.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -791998.000000 Penalty: 4340.652832
	Iteration 38Q: 3 clusters Score -791998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -792003.312500 Penalty: 4340.652832
	Iteration 39Q: 3 clusters Score -792003.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -792006.562500 Penalty: 4340.652832
	Iteration 40F: 3 clusters Score -792006.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -792008.812500 Penalty: 4340.652832
	Iteration 41Q: 3 clusters Score -792008.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -792011.562500 Penalty: 4340.652832
	Iteration 42Q: 3 clusters Score -792011.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -792013.687500 Penalty: 4340.652832
	Iteration 43Q: 3 clusters Score -792013.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -792013.937500 Penalty: 4340.652832
	Iteration 44Q: 3 clusters Score -792013.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -792016.562500 Penalty: 4340.652832
	Iteration 45Q: 3 clusters Score -792016.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -792016.125000 Penalty: 4340.652832
	Iteration 46Q: 3 clusters Score -792016.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -792016.125000 Penalty: 4340.652832
	Iteration 47F: 3 clusters Score -792016.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (155156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155156 members 
Entering Unmasked Estep 
Score: -21554020.000000 Penalty: 2964.142334
	Iteration 0F: 2 clusters Score -2.155402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77642 members 
Mstep: Class 2 contains 77514 members 
Entering Unmasked Estep 
Score: -21453874.000000 Penalty: 5928.284668
	Iteration 0F: 3 clusters Score -2.145387e+07 nChanged 74148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77560 members 
Mstep: Class 2 contains 77596 members 
Entering Unmasked Estep 
Score: -21496912.000000 Penalty: 5928.284668
	Iteration 1F: 3 clusters Score -2.149691e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77203 members 
Mstep: Class 2 contains 77953 members 
Entering Unmasked Estep 
Score: -21497842.000000 Penalty: 5928.284668
	Iteration 2Q: 3 clusters Score -2.149784e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76569 members 
Mstep: Class 2 contains 78587 members 
Entering Unmasked Estep 
Score: -21499432.000000 Penalty: 5928.284668
	Iteration 3Q: 3 clusters Score -2.149943e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75550 members 
Mstep: Class 2 contains 79606 members 
Entering Unmasked Estep 
Score: -21501578.000000 Penalty: 5928.284668
	Iteration 4Q: 3 clusters Score -2.150158e+07 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74046 members 
Mstep: Class 2 contains 81110 members 
Entering Unmasked Estep 
Score: -21504998.000000 Penalty: 5928.284668
	Iteration 5Q: 3 clusters Score -2.1505e+07 nChanged 8664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71908 members 
Mstep: Class 2 contains 83248 members 
Entering Unmasked Estep 
Score: -21509730.000000 Penalty: 5928.284668
	Iteration 6F: 3 clusters Score -2.150973e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69154 members 
Mstep: Class 2 contains 86002 members 
Entering Unmasked Estep 
Score: -21516092.000000 Penalty: 5928.284668
	Iteration 7F: 3 clusters Score -2.151609e+07 nChanged 10798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65824 members 
Mstep: Class 2 contains 89332 members 
Entering Unmasked Estep 
Score: -21523664.000000 Penalty: 5928.284668
	Iteration 8F: 3 clusters Score -2.152366e+07 nChanged 10198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62678 members 
Mstep: Class 2 contains 92478 members 
Entering Unmasked Estep 
Score: -21531410.000000 Penalty: 5928.284668
	Iteration 9F: 3 clusters Score -2.153141e+07 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 95188 members 
Entering Unmasked Estep 
Score: -21536158.000000 Penalty: 5928.284668
	Iteration 10F: 3 clusters Score -2.153616e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57685 members 
Mstep: Class 2 contains 97471 members 
Entering Unmasked Estep 
Score: -21538766.000000 Penalty: 5928.284668
	Iteration 11Q: 3 clusters Score -2.153877e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 99443 members 
Entering Unmasked Estep 
Score: -21540198.000000 Penalty: 5928.284668
	Iteration 12Q: 3 clusters Score -2.15402e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 101340 members 
Entering Unmasked Estep 
Score: -21541352.000000 Penalty: 5928.284668
	Iteration 13Q: 3 clusters Score -2.154135e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 103502 members 
Entering Unmasked Estep 
Score: -21542326.000000 Penalty: 5928.284668
	Iteration 14Q: 3 clusters Score -2.154233e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 105921 members 
Entering Unmasked Estep 
Score: -21543398.000000 Penalty: 5928.284668
	Iteration 15Q: 3 clusters Score -2.15434e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 108654 members 
Entering Unmasked Estep 
Score: -21544290.000000 Penalty: 5928.284668
	Iteration 16Q: 3 clusters Score -2.154429e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 111696 members 
Entering Unmasked Estep 
Score: -21545166.000000 Penalty: 5928.284668
	Iteration 17Q: 3 clusters Score -2.154517e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 115139 members 
Entering Unmasked Estep 
Score: -21546074.000000 Penalty: 5928.284668
	Iteration 18Q: 3 clusters Score -2.154607e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 118846 members 
Entering Unmasked Estep 
Score: -21547042.000000 Penalty: 5928.284668
	Iteration 19Q: 3 clusters Score -2.154704e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 122652 members 
Entering Unmasked Estep 
Score: -21547766.000000 Penalty: 5928.284668
	Iteration 20F: 3 clusters Score -2.154777e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 126391 members 
Entering Unmasked Estep 
Score: -21548370.000000 Penalty: 5928.284668
	Iteration 21Q: 3 clusters Score -2.154837e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 129872 members 
Entering Unmasked Estep 
Score: -21548844.000000 Penalty: 5928.284668
	Iteration 22Q: 3 clusters Score -2.154884e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 133021 members 
Entering Unmasked Estep 
Score: -21549344.000000 Penalty: 5928.284668
	Iteration 23Q: 3 clusters Score -2.154934e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 135779 members 
Entering Unmasked Estep 
Score: -21549590.000000 Penalty: 5928.284668
	Iteration 24Q: 3 clusters Score -2.154959e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 138118 members 
Entering Unmasked Estep 
Score: -21550028.000000 Penalty: 5928.284668
	Iteration 25Q: 3 clusters Score -2.155003e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 140118 members 
Entering Unmasked Estep 
Score: -21550194.000000 Penalty: 5928.284668
	Iteration 26Q: 3 clusters Score -2.155019e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 141823 members 
Entering Unmasked Estep 
Score: -21550424.000000 Penalty: 5928.284668
	Iteration 27Q: 3 clusters Score -2.155042e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 143277 members 
Entering Unmasked Estep 
Score: -21550566.000000 Penalty: 5928.284668
	Iteration 28Q: 3 clusters Score -2.155057e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 144513 members 
Entering Unmasked Estep 
Score: -21550702.000000 Penalty: 5928.284668
	Iteration 29Q: 3 clusters Score -2.15507e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 145633 members 
Entering Unmasked Estep 
Score: -21550744.000000 Penalty: 5928.284668
	Iteration 30Q: 3 clusters Score -2.155074e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 146613 members 
Entering Unmasked Estep 
Score: -21550846.000000 Penalty: 5928.284668
	Iteration 31Q: 3 clusters Score -2.155085e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 147466 members 
Entering Unmasked Estep 
Score: -21551028.000000 Penalty: 5928.284668
	Iteration 32Q: 3 clusters Score -2.155103e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 148271 members 
Entering Unmasked Estep 
Score: -21551130.000000 Penalty: 5928.284668
	Iteration 33Q: 3 clusters Score -2.155113e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 148974 members 
Entering Unmasked Estep 
Score: -21551270.000000 Penalty: 5928.284668
	Iteration 34Q: 3 clusters Score -2.155127e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 149579 members 
Entering Unmasked Estep 
Score: -21551352.000000 Penalty: 5928.284668
	Iteration 35Q: 3 clusters Score -2.155135e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 150081 members 
Entering Unmasked Estep 
Score: -21551462.000000 Penalty: 5928.284668
	Iteration 36Q: 3 clusters Score -2.155146e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 150525 members 
Entering Unmasked Estep 
Score: -21551576.000000 Penalty: 5928.284668
	Iteration 37Q: 3 clusters Score -2.155158e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 150919 members 
Entering Unmasked Estep 
Score: -21551586.000000 Penalty: 5928.284668
	Iteration 38Q: 3 clusters Score -2.155159e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 151245 members 
Entering Unmasked Estep 
Score: -21551642.000000 Penalty: 5928.284668
	Iteration 39Q: 3 clusters Score -2.155164e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 151506 members 
Entering Unmasked Estep 
Score: -21551656.000000 Penalty: 5928.284668
	Iteration 40F: 3 clusters Score -2.155166e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 151790 members 
Entering Unmasked Estep 
Score: -21551698.000000 Penalty: 5928.284668
	Iteration 41Q: 3 clusters Score -2.15517e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 152033 members 
Entering Unmasked Estep 
Score: -21551716.000000 Penalty: 5928.284668
	Iteration 42Q: 3 clusters Score -2.155172e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 152267 members 
Entering Unmasked Estep 
Score: -21551714.000000 Penalty: 5928.284668
	Iteration 43Q: 3 clusters Score -2.155171e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 152470 members 
Entering Unmasked Estep 
Score: -21551722.000000 Penalty: 5928.284668
	Iteration 44Q: 3 clusters Score -2.155172e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 152639 members 
Entering Unmasked Estep 
Score: -21551710.000000 Penalty: 5928.284668
	Iteration 45Q: 3 clusters Score -2.155171e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 152805 members 
Entering Unmasked Estep 
Score: -21551698.000000 Penalty: 5928.284668
	Iteration 46Q: 3 clusters Score -2.15517e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 152955 members 
Entering Unmasked Estep 
Score: -21551708.000000 Penalty: 5928.284668
	Iteration 47Q: 3 clusters Score -2.155171e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 153088 members 
Entering Unmasked Estep 
Score: -21551754.000000 Penalty: 5928.284668
	Iteration 48Q: 3 clusters Score -2.155175e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 153214 members 
Entering Unmasked Estep 
Score: -21551782.000000 Penalty: 5928.284668
	Iteration 49Q: 3 clusters Score -2.155178e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 153317 members 
Entering Unmasked Estep 
Score: -21551740.000000 Penalty: 5928.284668
	Iteration 50Q: 3 clusters Score -2.155174e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 153411 members 
Entering Unmasked Estep 
Score: -21551716.000000 Penalty: 5928.284668
	Iteration 51Q: 3 clusters Score -2.155172e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 153494 members 
Entering Unmasked Estep 
Score: -21551750.000000 Penalty: 5928.284668
	Iteration 52Q: 3 clusters Score -2.155175e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 153562 members 
Entering Unmasked Estep 
Score: -21551756.000000 Penalty: 5928.284668
	Iteration 53Q: 3 clusters Score -2.155176e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 153622 members 
Entering Unmasked Estep 
Score: -21551774.000000 Penalty: 5928.284668
	Iteration 54Q: 3 clusters Score -2.155177e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 153686 members 
Entering Unmasked Estep 
Score: -21551766.000000 Penalty: 5928.284668
	Iteration 55Q: 3 clusters Score -2.155177e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 153743 members 
Entering Unmasked Estep 
Score: -21551758.000000 Penalty: 5928.284668
	Iteration 56Q: 3 clusters Score -2.155176e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 153776 members 
Entering Unmasked Estep 
Score: -21551780.000000 Penalty: 5928.284668
	Iteration 57Q: 3 clusters Score -2.155178e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 153807 members 
Entering Unmasked Estep 
Score: -21551774.000000 Penalty: 5928.284668
	Iteration 58Q: 3 clusters Score -2.155177e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 153829 members 
Entering Unmasked Estep 
Score: -21551786.000000 Penalty: 5928.284668
	Iteration 59Q: 3 clusters Score -2.155179e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 153852 members 
Entering Unmasked Estep 
Score: -21551786.000000 Penalty: 5928.284668
	Iteration 60F: 3 clusters Score -2.155179e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 153870 members 
Entering Unmasked Estep 
Score: -21551772.000000 Penalty: 5928.284668
	Iteration 61Q: 3 clusters Score -2.155177e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 153884 members 
Entering Unmasked Estep 
Score: -21551784.000000 Penalty: 5928.284668
	Iteration 62Q: 3 clusters Score -2.155178e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 153897 members 
Entering Unmasked Estep 
Score: -21551784.000000 Penalty: 5928.284668
	Iteration 63Q: 3 clusters Score -2.155178e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 153918 members 
Entering Unmasked Estep 
Score: -21551808.000000 Penalty: 5928.284668
	Iteration 64Q: 3 clusters Score -2.155181e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 153935 members 
Entering Unmasked Estep 
Score: -21551814.000000 Penalty: 5928.284668
	Iteration 65Q: 3 clusters Score -2.155181e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 153948 members 
Entering Unmasked Estep 
Score: -21551834.000000 Penalty: 5928.284668
	Iteration 66Q: 3 clusters Score -2.155183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 153958 members 
Entering Unmasked Estep 
Score: -21551840.000000 Penalty: 5928.284668
	Iteration 67Q: 3 clusters Score -2.155184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 153967 members 
Entering Unmasked Estep 
Score: -21551824.000000 Penalty: 5928.284668
	Iteration 68Q: 3 clusters Score -2.155182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 153975 members 
Entering Unmasked Estep 
Score: -21551812.000000 Penalty: 5928.284668
	Iteration 69Q: 3 clusters Score -2.155181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 153986 members 
Entering Unmasked Estep 
Score: -21551826.000000 Penalty: 5928.284668
	Iteration 70Q: 3 clusters Score -2.155183e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 153998 members 
Entering Unmasked Estep 
Score: -21551830.000000 Penalty: 5928.284668
	Iteration 71Q: 3 clusters Score -2.155183e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 154007 members 
Entering Unmasked Estep 
Score: -21551806.000000 Penalty: 5928.284668
	Iteration 72Q: 3 clusters Score -2.155181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 154014 members 
Entering Unmasked Estep 
Score: -21551792.000000 Penalty: 5928.284668
	Iteration 73Q: 3 clusters Score -2.155179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 154022 members 
Entering Unmasked Estep 
Score: -21551796.000000 Penalty: 5928.284668
	Iteration 74Q: 3 clusters Score -2.15518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 154031 members 
Entering Unmasked Estep 
Score: -21551806.000000 Penalty: 5928.284668
	Iteration 75Q: 3 clusters Score -2.155181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 154041 members 
Entering Unmasked Estep 
Score: -21551822.000000 Penalty: 5928.284668
	Iteration 76Q: 3 clusters Score -2.155182e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 154053 members 
Entering Unmasked Estep 
Score: -21551846.000000 Penalty: 5928.284668
	Iteration 77Q: 3 clusters Score -2.155185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 154055 members 
Entering Unmasked Estep 
Score: -21551850.000000 Penalty: 5928.284668
	Iteration 78Q: 3 clusters Score -2.155185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 154058 members 
Entering Unmasked Estep 
Score: -21551850.000000 Penalty: 5928.284668
	Iteration 79Q: 3 clusters Score -2.155185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 154064 members 
Entering Unmasked Estep 
Score: -21551850.000000 Penalty: 5928.284668
	Iteration 80F: 3 clusters Score -2.155185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 154069 members 
Entering Unmasked Estep 
Score: -21551842.000000 Penalty: 5928.284668
	Iteration 81Q: 3 clusters Score -2.155184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 154075 members 
Entering Unmasked Estep 
Score: -21551866.000000 Penalty: 5928.284668
	Iteration 82Q: 3 clusters Score -2.155187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 154086 members 
Entering Unmasked Estep 
Score: -21551876.000000 Penalty: 5928.284668
	Iteration 83Q: 3 clusters Score -2.155188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 154098 members 
Entering Unmasked Estep 
Score: -21551884.000000 Penalty: 5928.284668
	Iteration 84Q: 3 clusters Score -2.155188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 154106 members 
Entering Unmasked Estep 
Score: -21551854.000000 Penalty: 5928.284668
	Iteration 85Q: 3 clusters Score -2.155185e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 154116 members 
Entering Unmasked Estep 
Score: -21551852.000000 Penalty: 5928.284668
	Iteration 86Q: 3 clusters Score -2.155185e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 154133 members 
Entering Unmasked Estep 
Score: -21551888.000000 Penalty: 5928.284668
	Iteration 87Q: 3 clusters Score -2.155189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 154144 members 
Entering Unmasked Estep 
Score: -21551900.000000 Penalty: 5928.284668
	Iteration 88Q: 3 clusters Score -2.15519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 154151 members 
Entering Unmasked Estep 
Score: -21551910.000000 Penalty: 5928.284668
	Iteration 89Q: 3 clusters Score -2.155191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 154160 members 
Entering Unmasked Estep 
Score: -21551902.000000 Penalty: 5928.284668
	Iteration 90Q: 3 clusters Score -2.15519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 154173 members 
Entering Unmasked Estep 
Score: -21551884.000000 Penalty: 5928.284668
	Iteration 91Q: 3 clusters Score -2.155188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 154178 members 
Entering Unmasked Estep 
Score: -21551898.000000 Penalty: 5928.284668
	Iteration 92Q: 3 clusters Score -2.15519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 154179 members 
Entering Unmasked Estep 
Score: -21551902.000000 Penalty: 5928.284668
	Iteration 93Q: 3 clusters Score -2.15519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 154183 members 
Entering Unmasked Estep 
Score: -21551888.000000 Penalty: 5928.284668
	Iteration 94Q: 3 clusters Score -2.155189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 154187 members 
Entering Unmasked Estep 
Score: -21551880.000000 Penalty: 5928.284668
	Iteration 95Q: 3 clusters Score -2.155188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 154191 members 
Entering Unmasked Estep 
Score: -21551890.000000 Penalty: 5928.284668
	Iteration 96Q: 3 clusters Score -2.155189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 154197 members 
Entering Unmasked Estep 
Score: -21551876.000000 Penalty: 5928.284668
	Iteration 97Q: 3 clusters Score -2.155188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 154198 members 
Entering Unmasked Estep 
Score: -21551880.000000 Penalty: 5928.284668
	Iteration 98Q: 3 clusters Score -2.155188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 154199 members 
Entering Unmasked Estep 
Score: -21551880.000000 Penalty: 5928.284668
	Iteration 99Q: 3 clusters Score -2.155188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 154199 members 
Entering Unmasked Estep 
Score: -21551880.000000 Penalty: 5928.284668
	Iteration 100F: 3 clusters Score -2.155188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (147246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147246 members 
Entering Unmasked Estep 
Score: -20409098.000000 Penalty: 2951.165283
	Iteration 0F: 2 clusters Score -2.04091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73472 members 
Mstep: Class 2 contains 73774 members 
Entering Unmasked Estep 
Score: -20314632.000000 Penalty: 5902.330566
	Iteration 0F: 3 clusters Score -2.031463e+07 nChanged 70423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71469 members 
Mstep: Class 2 contains 75777 members 
Entering Unmasked Estep 
Score: -20355520.000000 Penalty: 5902.330566
	Iteration 1F: 3 clusters Score -2.035552e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70039 members 
Mstep: Class 2 contains 77207 members 
Entering Unmasked Estep 
Score: -20356904.000000 Penalty: 5902.330566
	Iteration 2Q: 3 clusters Score -2.03569e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67778 members 
Mstep: Class 2 contains 79468 members 
Entering Unmasked Estep 
Score: -20358464.000000 Penalty: 5902.330566
	Iteration 3Q: 3 clusters Score -2.035846e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64366 members 
Mstep: Class 2 contains 82880 members 
Entering Unmasked Estep 
Score: -20360760.000000 Penalty: 5902.330566
	Iteration 4Q: 3 clusters Score -2.036076e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59528 members 
Mstep: Class 2 contains 87718 members 
Entering Unmasked Estep 
Score: -20364238.000000 Penalty: 5902.330566
	Iteration 5Q: 3 clusters Score -2.036424e+07 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 93982 members 
Entering Unmasked Estep 
Score: -20369826.000000 Penalty: 5902.330566
	Iteration 6F: 3 clusters Score -2.036983e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 101217 members 
Entering Unmasked Estep 
Score: -20377224.000000 Penalty: 5902.330566
	Iteration 7F: 3 clusters Score -2.037722e+07 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 108043 members 
Entering Unmasked Estep 
Score: -20384834.000000 Penalty: 5902.330566
	Iteration 8F: 3 clusters Score -2.038483e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 113433 members 
Entering Unmasked Estep 
Score: -20390660.000000 Penalty: 5902.330566
	Iteration 9F: 3 clusters Score -2.039066e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 117490 members 
Entering Unmasked Estep 
Score: -20393738.000000 Penalty: 5902.330566
	Iteration 10Q: 3 clusters Score -2.039374e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 120881 members 
Entering Unmasked Estep 
Score: -20395478.000000 Penalty: 5902.330566
	Iteration 11Q: 3 clusters Score -2.039548e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 123865 members 
Entering Unmasked Estep 
Score: -20396604.000000 Penalty: 5902.330566
	Iteration 12Q: 3 clusters Score -2.03966e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 126678 members 
Entering Unmasked Estep 
Score: -20397620.000000 Penalty: 5902.330566
	Iteration 13Q: 3 clusters Score -2.039762e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 129428 members 
Entering Unmasked Estep 
Score: -20398740.000000 Penalty: 5902.330566
	Iteration 14Q: 3 clusters Score -2.039874e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 132032 members 
Entering Unmasked Estep 
Score: -20399816.000000 Penalty: 5902.330566
	Iteration 15Q: 3 clusters Score -2.039982e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 134451 members 
Entering Unmasked Estep 
Score: -20400848.000000 Penalty: 5902.330566
	Iteration 16Q: 3 clusters Score -2.040085e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 136659 members 
Entering Unmasked Estep 
Score: -20401808.000000 Penalty: 5902.330566
	Iteration 17Q: 3 clusters Score -2.040181e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 138608 members 
Entering Unmasked Estep 
Score: -20402682.000000 Penalty: 5902.330566
	Iteration 18Q: 3 clusters Score -2.040268e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 140341 members 
Entering Unmasked Estep 
Score: -20403330.000000 Penalty: 5902.330566
	Iteration 19Q: 3 clusters Score -2.040333e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 141785 members 
Entering Unmasked Estep 
Score: -20404094.000000 Penalty: 5902.330566
	Iteration 20F: 3 clusters Score -2.040409e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 142958 members 
Entering Unmasked Estep 
Score: -20404828.000000 Penalty: 5902.330566
	Iteration 21Q: 3 clusters Score -2.040483e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 143827 members 
Entering Unmasked Estep 
Score: -20405212.000000 Penalty: 5902.330566
	Iteration 22Q: 3 clusters Score -2.040521e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 144485 members 
Entering Unmasked Estep 
Score: -20405652.000000 Penalty: 5902.330566
	Iteration 23Q: 3 clusters Score -2.040565e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 144978 members 
Entering Unmasked Estep 
Score: -20405904.000000 Penalty: 5902.330566
	Iteration 24Q: 3 clusters Score -2.04059e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 145346 members 
Entering Unmasked Estep 
Score: -20406122.000000 Penalty: 5902.330566
	Iteration 25Q: 3 clusters Score -2.040612e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 145587 members 
Entering Unmasked Estep 
Score: -20406284.000000 Penalty: 5902.330566
	Iteration 26Q: 3 clusters Score -2.040628e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 145771 members 
Entering Unmasked Estep 
Score: -20406390.000000 Penalty: 5902.330566
	Iteration 27Q: 3 clusters Score -2.040639e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 145888 members 
Entering Unmasked Estep 
Score: -20406448.000000 Penalty: 5902.330566
	Iteration 28Q: 3 clusters Score -2.040645e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 145978 members 
Entering Unmasked Estep 
Score: -20406474.000000 Penalty: 5902.330566
	Iteration 29Q: 3 clusters Score -2.040647e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 146045 members 
Entering Unmasked Estep 
Score: -20406532.000000 Penalty: 5902.330566
	Iteration 30Q: 3 clusters Score -2.040653e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 146091 members 
Entering Unmasked Estep 
Score: -20406552.000000 Penalty: 5902.330566
	Iteration 31Q: 3 clusters Score -2.040655e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 146128 members 
Entering Unmasked Estep 
Score: -20406600.000000 Penalty: 5902.330566
	Iteration 32Q: 3 clusters Score -2.04066e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 146156 members 
Entering Unmasked Estep 
Score: -20406638.000000 Penalty: 5902.330566
	Iteration 33Q: 3 clusters Score -2.040664e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 146175 members 
Entering Unmasked Estep 
Score: -20406666.000000 Penalty: 5902.330566
	Iteration 34Q: 3 clusters Score -2.040667e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 146198 members 
Entering Unmasked Estep 
Score: -20406674.000000 Penalty: 5902.330566
	Iteration 35Q: 3 clusters Score -2.040667e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 146214 members 
Entering Unmasked Estep 
Score: -20406672.000000 Penalty: 5902.330566
	Iteration 36Q: 3 clusters Score -2.040667e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 146228 members 
Entering Unmasked Estep 
Score: -20406714.000000 Penalty: 5902.330566
	Iteration 37Q: 3 clusters Score -2.040671e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 146243 members 
Entering Unmasked Estep 
Score: -20406710.000000 Penalty: 5902.330566
	Iteration 38Q: 3 clusters Score -2.040671e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 146259 members 
Entering Unmasked Estep 
Score: -20406742.000000 Penalty: 5902.330566
	Iteration 39Q: 3 clusters Score -2.040674e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 146274 members 
Entering Unmasked Estep 
Score: -20406728.000000 Penalty: 5902.330566
	Iteration 40F: 3 clusters Score -2.040673e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 146285 members 
Entering Unmasked Estep 
Score: -20406730.000000 Penalty: 5902.330566
	Iteration 41Q: 3 clusters Score -2.040673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 146293 members 
Entering Unmasked Estep 
Score: -20406730.000000 Penalty: 5902.330566
	Iteration 42Q: 3 clusters Score -2.040673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 146297 members 
Entering Unmasked Estep 
Score: -20406730.000000 Penalty: 5902.330566
	Iteration 43Q: 3 clusters Score -2.040673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 146305 members 
Entering Unmasked Estep 
Score: -20406740.000000 Penalty: 5902.330566
	Iteration 44Q: 3 clusters Score -2.040674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 146310 members 
Entering Unmasked Estep 
Score: -20406722.000000 Penalty: 5902.330566
	Iteration 45Q: 3 clusters Score -2.040672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 146320 members 
Entering Unmasked Estep 
Score: -20406734.000000 Penalty: 5902.330566
	Iteration 46Q: 3 clusters Score -2.040673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 146325 members 
Entering Unmasked Estep 
Score: -20406742.000000 Penalty: 5902.330566
	Iteration 47Q: 3 clusters Score -2.040674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 146327 members 
Entering Unmasked Estep 
Score: -20406742.000000 Penalty: 5902.330566
	Iteration 48Q: 3 clusters Score -2.040674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 146330 members 
Entering Unmasked Estep 
Score: -20406730.000000 Penalty: 5902.330566
	Iteration 49Q: 3 clusters Score -2.040673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 146334 members 
Entering Unmasked Estep 
Score: -20406728.000000 Penalty: 5902.330566
	Iteration 50Q: 3 clusters Score -2.040673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 146337 members 
Entering Unmasked Estep 
Score: -20406742.000000 Penalty: 5902.330566
	Iteration 51Q: 3 clusters Score -2.040674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 146341 members 
Entering Unmasked Estep 
Score: -20406744.000000 Penalty: 5902.330566
	Iteration 52Q: 3 clusters Score -2.040674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 146343 members 
Entering Unmasked Estep 
Score: -20406736.000000 Penalty: 5902.330566
	Iteration 53Q: 3 clusters Score -2.040674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 146346 members 
Entering Unmasked Estep 
Score: -20406742.000000 Penalty: 5902.330566
	Iteration 54Q: 3 clusters Score -2.040674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 146347 members 
Entering Unmasked Estep 
Score: -20406746.000000 Penalty: 5902.330566
	Iteration 55Q: 3 clusters Score -2.040675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 146348 members 
Entering Unmasked Estep 
Score: -20406734.000000 Penalty: 5902.330566
	Iteration 56Q: 3 clusters Score -2.040673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 146348 members 
Entering Unmasked Estep 
Score: -20406734.000000 Penalty: 5902.330566
	Iteration 57F: 3 clusters Score -2.040673e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Entering Unmasked Estep 
Score: -6682394.500000 Penalty: 2672.643066
	Iteration 0F: 2 clusters Score -6682394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -6650065.000000 Penalty: 5345.286133
	Iteration 0F: 3 clusters Score -6650065 nChanged 22151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -6662343.000000 Penalty: 5345.286133
	Iteration 1F: 3 clusters Score -6662343 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -6662935.500000 Penalty: 5345.286133
	Iteration 2Q: 3 clusters Score -6662936 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -6663609.500000 Penalty: 5345.286133
	Iteration 3Q: 3 clusters Score -6663610 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -6664304.000000 Penalty: 5345.286133
	Iteration 4Q: 3 clusters Score -6664304 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -6665108.000000 Penalty: 5345.286133
	Iteration 5Q: 3 clusters Score -6665108 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -6666057.000000 Penalty: 5345.286133
	Iteration 6Q: 3 clusters Score -6666057 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -6667082.000000 Penalty: 5345.286133
	Iteration 7Q: 3 clusters Score -6667082 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -6668232.500000 Penalty: 5345.286133
	Iteration 8Q: 3 clusters Score -6668232 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -6669320 nChanged 2056
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6670358 nChanged 2002
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6671383 nChanged 1916
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6672356 nChanged 1770
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6673212 nChanged 1524
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6673879 nChanged 1237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6674352 nChanged 970
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6674590 nChanged 753
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6674791 nChanged 625
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6674983 nChanged 549
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Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6675112 nChanged 485
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Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6675260 nChanged 436
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Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6675348 nChanged 389
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Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6675433 nChanged 372
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Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6675495 nChanged 357
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6675544 nChanged 311
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6675566 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6675616 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6675646 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6675702 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6675712 nChanged 183
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Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6675713 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6675728 nChanged 162
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Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6675732 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6675758 nChanged 123
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Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6675756 nChanged 141
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Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6675786 nChanged 139
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Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6675808 nChanged 140
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Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6675810 nChanged 152
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Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6675826 nChanged 162
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Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6675832 nChanged 154
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Mstep: Class 1 contains 32634 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6675861 nChanged 154
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Mstep: Class 1 contains 32782 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6675879 nChanged 163
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Mstep: Class 1 contains 32943 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6675908 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6675936 nChanged 174
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Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6675958 nChanged 193
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Mstep: Class 1 contains 33467 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6675970 nChanged 190
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Mstep: Class 1 contains 33653 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6675984 nChanged 212
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Mstep: Class 1 contains 33861 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6676010 nChanged 216
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Mstep: Class 1 contains 34077 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6676046 nChanged 226
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Mstep: Class 1 contains 34303 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6676055 nChanged 262
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Mstep: Class 1 contains 34561 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6676085 nChanged 286
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Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6676118 nChanged 291
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6676196 nChanged 326
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Mstep: Class 1 contains 35454 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6676242 nChanged 338
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Mstep: Class 1 contains 35782 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6676326 nChanged 378
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Mstep: Class 1 contains 36154 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6676398 nChanged 418
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Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6676499 nChanged 478
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Mstep: Class 1 contains 37038 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6676646 nChanged 512
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Mstep: Class 1 contains 37546 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6676788 nChanged 538
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Mstep: Class 1 contains 38082 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6676921 nChanged 537
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Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6677074 nChanged 576
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Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6677267 nChanged 601
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Mstep: Class 1 contains 39788 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6677463 nChanged 645
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Mstep: Class 1 contains 40425 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6677704 nChanged 627
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Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6677945 nChanged 600
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Mstep: Class 1 contains 41646 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6678188 nChanged 626
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Mstep: Class 1 contains 42272 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6678436 nChanged 558
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Mstep: Class 1 contains 42826 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6678705 nChanged 471
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Mstep: Class 1 contains 43295 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6678885 nChanged 438
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Mstep: Class 1 contains 43727 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6679074 nChanged 397
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Mstep: Class 1 contains 44120 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6679208 nChanged 333
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Mstep: Class 1 contains 44447 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6679354 nChanged 288
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Mstep: Class 1 contains 44731 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6679450 nChanged 243
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Mstep: Class 1 contains 44974 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6679534 nChanged 216
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Mstep: Class 1 contains 45190 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6679628 nChanged 189
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Mstep: Class 1 contains 45375 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6679722 nChanged 158
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6679752 nChanged 151
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Mstep: Class 1 contains 45678 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6679826 nChanged 131
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Mstep: Class 1 contains 45801 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6679882 nChanged 106
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6679921 nChanged 96
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Mstep: Class 1 contains 45999 members 
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	Iteration 80F: 3 clusters Score -6679971 nChanged 73
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Mstep: Class 1 contains 46068 members 
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	Iteration 81Q: 3 clusters Score -6679988 nChanged 63
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Mstep: Class 1 contains 46127 members 
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	Iteration 82Q: 3 clusters Score -6680002 nChanged 61
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Mstep: Class 1 contains 46184 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6680016 nChanged 57
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	Iteration 84Q: 3 clusters Score -6680034 nChanged 45
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	Iteration 85Q: 3 clusters Score -6680042 nChanged 41
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	Iteration 86Q: 3 clusters Score -6680043 nChanged 38
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	Iteration 87Q: 3 clusters Score -6680069 nChanged 43
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	Iteration 88Q: 3 clusters Score -6680088 nChanged 31
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	Iteration 89Q: 3 clusters Score -6680100 nChanged 34
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	Iteration 90Q: 3 clusters Score -6680104 nChanged 40
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	Iteration 91Q: 3 clusters Score -6680118 nChanged 28
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6680122 nChanged 34
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	Iteration 93Q: 3 clusters Score -6680149 nChanged 27
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	Iteration 94Q: 3 clusters Score -6680160 nChanged 22
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	Iteration 95Q: 3 clusters Score -6680162 nChanged 28
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	Iteration 96Q: 3 clusters Score -6680173 nChanged 22
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	Iteration 97Q: 3 clusters Score -6680172 nChanged 16
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	Iteration 98Q: 3 clusters Score -6680191 nChanged 15
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	Iteration 99Q: 3 clusters Score -6680197 nChanged 9
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6680206 nChanged 8
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	Iteration 101Q: 3 clusters Score -6680212 nChanged 12
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	Iteration 102Q: 3 clusters Score -6680210 nChanged 9
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Entering Unmasked Estep 
Score: -6680215.500000 Penalty: 5345.286133
	Iteration 103Q: 3 clusters Score -6680216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6680220.000000 Penalty: 5345.286133
	Iteration 104Q: 3 clusters Score -6680220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6680216.500000 Penalty: 5345.286133
	Iteration 105Q: 3 clusters Score -6680216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6680212.500000 Penalty: 5345.286133
	Iteration 106Q: 3 clusters Score -6680212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6680227.000000 Penalty: 5345.286133
	Iteration 107Q: 3 clusters Score -6680227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6680219.500000 Penalty: 5345.286133
	Iteration 108Q: 3 clusters Score -6680220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6680227.500000 Penalty: 5345.286133
	Iteration 109Q: 3 clusters Score -6680228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6680234.000000 Penalty: 5345.286133
	Iteration 110Q: 3 clusters Score -6680234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6680228.500000 Penalty: 5345.286133
	Iteration 111Q: 3 clusters Score -6680228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6680226.000000 Penalty: 5345.286133
	Iteration 112Q: 3 clusters Score -6680226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6680228.500000 Penalty: 5345.286133
	Iteration 113Q: 3 clusters Score -6680228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6680227.500000 Penalty: 5345.286133
	Iteration 114Q: 3 clusters Score -6680228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6680230.000000 Penalty: 5345.286133
	Iteration 115Q: 3 clusters Score -6680230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6680225.000000 Penalty: 5345.286133
	Iteration 116Q: 3 clusters Score -6680225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6680225.000000 Penalty: 5345.286133
	Iteration 117F: 3 clusters Score -6680225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Entering Unmasked Estep 
Score: -951567.875000 Penalty: 2189.865723
	Iteration 0F: 2 clusters Score -951567.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -945896.312500 Penalty: 4379.731445
	Iteration 0F: 3 clusters Score -945896.3 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -947457.187500 Penalty: 4379.731445
	Iteration 1F: 3 clusters Score -947457.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -947843.250000 Penalty: 4379.731445
	Iteration 2F: 3 clusters Score -947843.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -948161.312500 Penalty: 4379.731445
	Iteration 3F: 3 clusters Score -948161.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -948465.187500 Penalty: 4379.731445
	Iteration 4F: 3 clusters Score -948465.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -948759.312500 Penalty: 4379.731445
	Iteration 5Q: 3 clusters Score -948759.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -948983.125000 Penalty: 4379.731445
	Iteration 6Q: 3 clusters Score -948983.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -949114.937500 Penalty: 4379.731445
	Iteration 7Q: 3 clusters Score -949114.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -949219.062500 Penalty: 4379.731445
	Iteration 8Q: 3 clusters Score -949219.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -949327.812500 Penalty: 4379.731445
	Iteration 9Q: 3 clusters Score -949327.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -949433.687500 Penalty: 4379.731445
	Iteration 10Q: 3 clusters Score -949433.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -949574.625000 Penalty: 4379.731445
	Iteration 11Q: 3 clusters Score -949574.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -949757.125000 Penalty: 4379.731445
	Iteration 12Q: 3 clusters Score -949757.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -949982.687500 Penalty: 4379.731445
	Iteration 13Q: 3 clusters Score -949982.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -950255.250000 Penalty: 4379.731445
	Iteration 14Q: 3 clusters Score -950255.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -950564.687500 Penalty: 4379.731445
	Iteration 15Q: 3 clusters Score -950564.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -950812.937500 Penalty: 4379.731445
	Iteration 16Q: 3 clusters Score -950812.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -950981.062500 Penalty: 4379.731445
	Iteration 17Q: 3 clusters Score -950981.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -951133.500000 Penalty: 4379.731445
	Iteration 18Q: 3 clusters Score -951133.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -951248.687500 Penalty: 4379.731445
	Iteration 19Q: 3 clusters Score -951248.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -951328.250000 Penalty: 4379.731445
	Iteration 20F: 3 clusters Score -951328.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -951373.250000 Penalty: 4379.731445
	Iteration 21Q: 3 clusters Score -951373.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -951396.562500 Penalty: 4379.731445
	Iteration 22Q: 3 clusters Score -951396.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -951408.312500 Penalty: 4379.731445
	Iteration 23Q: 3 clusters Score -951408.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -951414.875000 Penalty: 4379.731445
	Iteration 24Q: 3 clusters Score -951414.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -951416.312500 Penalty: 4379.731445
	Iteration 25Q: 3 clusters Score -951416.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -951420.625000 Penalty: 4379.731445
	Iteration 26Q: 3 clusters Score -951420.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -951421.625000 Penalty: 4379.731445
	Iteration 27Q: 3 clusters Score -951421.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -951422.812500 Penalty: 4379.731445
	Iteration 28Q: 3 clusters Score -951422.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -951427.187500 Penalty: 4379.731445
	Iteration 29Q: 3 clusters Score -951427.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -951428.562500 Penalty: 4379.731445
	Iteration 30Q: 3 clusters Score -951428.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -951428.125000 Penalty: 4379.731445
	Iteration 31Q: 3 clusters Score -951428.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -951428.125000 Penalty: 4379.731445
	Iteration 32F: 3 clusters Score -951428.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Entering Unmasked Estep 
Score: -1201177.375000 Penalty: 2255.236084
	Iteration 0F: 2 clusters Score -1201177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1194245.125000 Penalty: 4510.472168
	Iteration 0F: 3 clusters Score -1194245 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1196259.125000 Penalty: 4510.472168
	Iteration 1F: 3 clusters Score -1196259 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1196734.000000 Penalty: 4510.472168
	Iteration 2F: 3 clusters Score -1196734 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1197245.000000 Penalty: 4510.472168
	Iteration 3F: 3 clusters Score -1197245 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1197788.000000 Penalty: 4510.472168
	Iteration 4F: 3 clusters Score -1197788 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1198318.500000 Penalty: 4510.472168
	Iteration 5F: 3 clusters Score -1198318 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1198798.875000 Penalty: 4510.472168
	Iteration 6F: 3 clusters Score -1198799 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1199194.000000 Penalty: 4510.472168
	Iteration 7F: 3 clusters Score -1199194 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1199461.625000 Penalty: 4510.472168
	Iteration 8Q: 3 clusters Score -1199462 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1199616.875000 Penalty: 4510.472168
	Iteration 9Q: 3 clusters Score -1199617 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1199712.125000 Penalty: 4510.472168
	Iteration 10Q: 3 clusters Score -1199712 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1199775.750000 Penalty: 4510.472168
	Iteration 11Q: 3 clusters Score -1199776 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1199814.625000 Penalty: 4510.472168
	Iteration 12Q: 3 clusters Score -1199815 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1199836.750000 Penalty: 4510.472168
	Iteration 13Q: 3 clusters Score -1199837 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1199846.625000 Penalty: 4510.472168
	Iteration 14Q: 3 clusters Score -1199847 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1199855.375000 Penalty: 4510.472168
	Iteration 15Q: 3 clusters Score -1199855 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1199864.250000 Penalty: 4510.472168
	Iteration 16Q: 3 clusters Score -1199864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1199870.625000 Penalty: 4510.472168
	Iteration 17Q: 3 clusters Score -1199871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1199878.875000 Penalty: 4510.472168
	Iteration 18Q: 3 clusters Score -1199879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1199883.500000 Penalty: 4510.472168
	Iteration 19Q: 3 clusters Score -1199884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1199888.250000 Penalty: 4510.472168
	Iteration 20F: 3 clusters Score -1199888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1199888.250000 Penalty: 4510.472168
	Iteration 21Q: 3 clusters Score -1199888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1199893.375000 Penalty: 4510.472168
	Iteration 22Q: 3 clusters Score -1199893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1199895.625000 Penalty: 4510.472168
	Iteration 23Q: 3 clusters Score -1199896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1199902.750000 Penalty: 4510.472168
	Iteration 24Q: 3 clusters Score -1199903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1199907.625000 Penalty: 4510.472168
	Iteration 25Q: 3 clusters Score -1199908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1199909.000000 Penalty: 4510.472168
	Iteration 26Q: 3 clusters Score -1199909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1199913.250000 Penalty: 4510.472168
	Iteration 27Q: 3 clusters Score -1199913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1199916.625000 Penalty: 4510.472168
	Iteration 28Q: 3 clusters Score -1199917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1199922.875000 Penalty: 4510.472168
	Iteration 29Q: 3 clusters Score -1199923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1199927.000000 Penalty: 4510.472168
	Iteration 30Q: 3 clusters Score -1199927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1199928.500000 Penalty: 4510.472168
	Iteration 31Q: 3 clusters Score -1199928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1199931.000000 Penalty: 4510.472168
	Iteration 32Q: 3 clusters Score -1199931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1199932.500000 Penalty: 4510.472168
	Iteration 33Q: 3 clusters Score -1199932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1199934.875000 Penalty: 4510.472168
	Iteration 34Q: 3 clusters Score -1199935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1199938.000000 Penalty: 4510.472168
	Iteration 35Q: 3 clusters Score -1199938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1199940.875000 Penalty: 4510.472168
	Iteration 36Q: 3 clusters Score -1199941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1199943.250000 Penalty: 4510.472168
	Iteration 37Q: 3 clusters Score -1199943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1199949.250000 Penalty: 4510.472168
	Iteration 38Q: 3 clusters Score -1199949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1199947.125000 Penalty: 4510.472168
	Iteration 39Q: 3 clusters Score -1199947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1199950.875000 Penalty: 4510.472168
	Iteration 40F: 3 clusters Score -1199951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1199950.750000 Penalty: 4510.472168
	Iteration 41Q: 3 clusters Score -1199951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1199952.250000 Penalty: 4510.472168
	Iteration 42Q: 3 clusters Score -1199952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1199954.125000 Penalty: 4510.472168
	Iteration 43Q: 3 clusters Score -1199954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1199953.625000 Penalty: 4510.472168
	Iteration 44Q: 3 clusters Score -1199954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1199953.625000 Penalty: 4510.472168
	Iteration 45F: 3 clusters Score -1199954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Entering Unmasked Estep 
Score: -331115.656250 Penalty: 1938.171387
	Iteration 0F: 2 clusters Score -331115.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -328222.468750 Penalty: 3876.342773
	Iteration 0F: 3 clusters Score -328222.5 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -328792.468750 Penalty: 3876.342773
	Iteration 1F: 3 clusters Score -328792.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -328916.125000 Penalty: 3876.342773
	Iteration 2F: 3 clusters Score -328916.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -328994.781250 Penalty: 3876.342773
	Iteration 3Q: 3 clusters Score -328994.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -329048.031250 Penalty: 3876.342773
	Iteration 4Q: 3 clusters Score -329048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -329079.968750 Penalty: 3876.342773
	Iteration 5Q: 3 clusters Score -329080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -329098.750000 Penalty: 3876.342773
	Iteration 6Q: 3 clusters Score -329098.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -329120.468750 Penalty: 3876.342773
	Iteration 7Q: 3 clusters Score -329120.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -329137.875000 Penalty: 3876.342773
	Iteration 8Q: 3 clusters Score -329137.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -329148.312500 Penalty: 3876.342773
	Iteration 9Q: 3 clusters Score -329148.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -329153.500000 Penalty: 3876.342773
	Iteration 10Q: 3 clusters Score -329153.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -329161.093750 Penalty: 3876.342773
	Iteration 11Q: 3 clusters Score -329161.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -329167.687500 Penalty: 3876.342773
	Iteration 12Q: 3 clusters Score -329167.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -329173.937500 Penalty: 3876.342773
	Iteration 13Q: 3 clusters Score -329173.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -329183.531250 Penalty: 3876.342773
	Iteration 14Q: 3 clusters Score -329183.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -329189.406250 Penalty: 3876.342773
	Iteration 15Q: 3 clusters Score -329189.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -329194.281250 Penalty: 3876.342773
	Iteration 16Q: 3 clusters Score -329194.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -329199.500000 Penalty: 3876.342773
	Iteration 17Q: 3 clusters Score -329199.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -329203.281250 Penalty: 3876.342773
	Iteration 18Q: 3 clusters Score -329203.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -329208.375000 Penalty: 3876.342773
	Iteration 19Q: 3 clusters Score -329208.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -329216.937500 Penalty: 3876.342773
	Iteration 20F: 3 clusters Score -329216.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -329224.187500 Penalty: 3876.342773
	Iteration 21Q: 3 clusters Score -329224.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -329236.156250 Penalty: 3876.342773
	Iteration 22Q: 3 clusters Score -329236.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -329244.593750 Penalty: 3876.342773
	Iteration 23Q: 3 clusters Score -329244.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -329249.375000 Penalty: 3876.342773
	Iteration 24Q: 3 clusters Score -329249.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -329253.812500 Penalty: 3876.342773
	Iteration 25Q: 3 clusters Score -329253.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -329257.718750 Penalty: 3876.342773
	Iteration 26Q: 3 clusters Score -329257.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -329262.968750 Penalty: 3876.342773
	Iteration 27Q: 3 clusters Score -329263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -329269.718750 Penalty: 3876.342773
	Iteration 28Q: 3 clusters Score -329269.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -329279.343750 Penalty: 3876.342773
	Iteration 29Q: 3 clusters Score -329279.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -329288.531250 Penalty: 3876.342773
	Iteration 30Q: 3 clusters Score -329288.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -329296.625000 Penalty: 3876.342773
	Iteration 31Q: 3 clusters Score -329296.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -329302.187500 Penalty: 3876.342773
	Iteration 32Q: 3 clusters Score -329302.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -329310.281250 Penalty: 3876.342773
	Iteration 33Q: 3 clusters Score -329310.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -329317.625000 Penalty: 3876.342773
	Iteration 34Q: 3 clusters Score -329317.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -329326.156250 Penalty: 3876.342773
	Iteration 35Q: 3 clusters Score -329326.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -329340.593750 Penalty: 3876.342773
	Iteration 36Q: 3 clusters Score -329340.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -329355.156250 Penalty: 3876.342773
	Iteration 37Q: 3 clusters Score -329355.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -329362.125000 Penalty: 3876.342773
	Iteration 38Q: 3 clusters Score -329362.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -329371.812500 Penalty: 3876.342773
	Iteration 39Q: 3 clusters Score -329371.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -329385.593750 Penalty: 3876.342773
	Iteration 40F: 3 clusters Score -329385.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -329403.062500 Penalty: 3876.342773
	Iteration 41Q: 3 clusters Score -329403.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -329416.968750 Penalty: 3876.342773
	Iteration 42Q: 3 clusters Score -329417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -329426.343750 Penalty: 3876.342773
	Iteration 43Q: 3 clusters Score -329426.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -329437.031250 Penalty: 3876.342773
	Iteration 44Q: 3 clusters Score -329437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -329444.375000 Penalty: 3876.342773
	Iteration 45Q: 3 clusters Score -329444.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -329450.812500 Penalty: 3876.342773
	Iteration 46Q: 3 clusters Score -329450.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -329457.218750 Penalty: 3876.342773
	Iteration 47Q: 3 clusters Score -329457.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -329461.656250 Penalty: 3876.342773
	Iteration 48Q: 3 clusters Score -329461.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -329469.562500 Penalty: 3876.342773
	Iteration 49Q: 3 clusters Score -329469.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -329477.906250 Penalty: 3876.342773
	Iteration 50Q: 3 clusters Score -329477.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -329481.062500 Penalty: 3876.342773
	Iteration 51Q: 3 clusters Score -329481.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -329485.968750 Penalty: 3876.342773
	Iteration 52Q: 3 clusters Score -329486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -329492.187500 Penalty: 3876.342773
	Iteration 53Q: 3 clusters Score -329492.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -329497.125000 Penalty: 3876.342773
	Iteration 54Q: 3 clusters Score -329497.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -329503.750000 Penalty: 3876.342773
	Iteration 55Q: 3 clusters Score -329503.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -329513.750000 Penalty: 3876.342773
	Iteration 56Q: 3 clusters Score -329513.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -329518.843750 Penalty: 3876.342773
	Iteration 57Q: 3 clusters Score -329518.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -329519.937500 Penalty: 3876.342773
	Iteration 58Q: 3 clusters Score -329519.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -329522.187500 Penalty: 3876.342773
	Iteration 59Q: 3 clusters Score -329522.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -329522.375000 Penalty: 3876.342773
	Iteration 60F: 3 clusters Score -329522.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -329523.500000 Penalty: 3876.342773
	Iteration 61Q: 3 clusters Score -329523.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -329523.812500 Penalty: 3876.342773
	Iteration 62Q: 3 clusters Score -329523.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -329524.781250 Penalty: 3876.342773
	Iteration 63Q: 3 clusters Score -329524.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -329525.000000 Penalty: 3876.342773
	Iteration 64Q: 3 clusters Score -329525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -329525.000000 Penalty: 3876.342773
	Iteration 65F: 3 clusters Score -329525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (129666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129666 members 
Entering Unmasked Estep 
Score: -18061946.000000 Penalty: 2919.634033
	Iteration 0F: 2 clusters Score -1.806195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65037 members 
Mstep: Class 2 contains 64629 members 
Entering Unmasked Estep 
Score: -17976504.000000 Penalty: 5839.268066
	Iteration 0F: 3 clusters Score -1.79765e+07 nChanged 61952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68509 members 
Mstep: Class 2 contains 61157 members 
Entering Unmasked Estep 
Score: -18012380.000000 Penalty: 5839.268066
	Iteration 1F: 3 clusters Score -1.801238e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70849 members 
Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -18013812.000000 Penalty: 5839.268066
	Iteration 2Q: 3 clusters Score -1.801381e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74376 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -18016086.000000 Penalty: 5839.268066
	Iteration 3Q: 3 clusters Score -1.801609e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79694 members 
Mstep: Class 2 contains 49972 members 
Entering Unmasked Estep 
Score: -18019878.000000 Penalty: 5839.268066
	Iteration 4F: 3 clusters Score -1.801988e+07 nChanged 9114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87100 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -18026078.000000 Penalty: 5839.268066
	Iteration 5F: 3 clusters Score -1.802608e+07 nChanged 10381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95825 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -18034734.000000 Penalty: 5839.268066
	Iteration 6F: 3 clusters Score -1.803473e+07 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104191 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -18043806.000000 Penalty: 5839.268066
	Iteration 7F: 3 clusters Score -1.804381e+07 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110149 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -18050604.000000 Penalty: 5839.268066
	Iteration 8F: 3 clusters Score -1.80506e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113637 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -18054228.000000 Penalty: 5839.268066
	Iteration 9Q: 3 clusters Score -1.805423e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115822 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -18055998.000000 Penalty: 5839.268066
	Iteration 10Q: 3 clusters Score -1.8056e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117538 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -18056804.000000 Penalty: 5839.268066
	Iteration 11Q: 3 clusters Score -1.80568e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119035 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -18057534.000000 Penalty: 5839.268066
	Iteration 12Q: 3 clusters Score -1.805753e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120302 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -18057934.000000 Penalty: 5839.268066
	Iteration 13Q: 3 clusters Score -1.805793e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121413 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -18058334.000000 Penalty: 5839.268066
	Iteration 14Q: 3 clusters Score -1.805833e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122359 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -18058668.000000 Penalty: 5839.268066
	Iteration 15Q: 3 clusters Score -1.805867e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123162 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -18058862.000000 Penalty: 5839.268066
	Iteration 16Q: 3 clusters Score -1.805886e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123846 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -18059122.000000 Penalty: 5839.268066
	Iteration 17Q: 3 clusters Score -1.805912e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124395 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -18059218.000000 Penalty: 5839.268066
	Iteration 18Q: 3 clusters Score -1.805922e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124851 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -18059348.000000 Penalty: 5839.268066
	Iteration 19Q: 3 clusters Score -1.805935e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125271 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -18059426.000000 Penalty: 5839.268066
	Iteration 20F: 3 clusters Score -1.805943e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125602 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -18059580.000000 Penalty: 5839.268066
	Iteration 21Q: 3 clusters Score -1.805958e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125856 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -18059668.000000 Penalty: 5839.268066
	Iteration 22Q: 3 clusters Score -1.805967e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126096 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -18059756.000000 Penalty: 5839.268066
	Iteration 23Q: 3 clusters Score -1.805976e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126305 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -18059796.000000 Penalty: 5839.268066
	Iteration 24Q: 3 clusters Score -1.80598e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126490 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -18059896.000000 Penalty: 5839.268066
	Iteration 25Q: 3 clusters Score -1.80599e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126684 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -18059958.000000 Penalty: 5839.268066
	Iteration 26Q: 3 clusters Score -1.805996e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126834 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -18059980.000000 Penalty: 5839.268066
	Iteration 27Q: 3 clusters Score -1.805998e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126974 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -18060006.000000 Penalty: 5839.268066
	Iteration 28Q: 3 clusters Score -1.806001e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127082 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -18060038.000000 Penalty: 5839.268066
	Iteration 29Q: 3 clusters Score -1.806004e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127147 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -18060060.000000 Penalty: 5839.268066
	Iteration 30Q: 3 clusters Score -1.806006e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127221 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -18060072.000000 Penalty: 5839.268066
	Iteration 31Q: 3 clusters Score -1.806007e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127282 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -18060110.000000 Penalty: 5839.268066
	Iteration 32Q: 3 clusters Score -1.806011e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127337 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -18060120.000000 Penalty: 5839.268066
	Iteration 33Q: 3 clusters Score -1.806012e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127393 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -18060092.000000 Penalty: 5839.268066
	Iteration 34Q: 3 clusters Score -1.806009e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127444 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -18060084.000000 Penalty: 5839.268066
	Iteration 35Q: 3 clusters Score -1.806008e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127486 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -18060086.000000 Penalty: 5839.268066
	Iteration 36Q: 3 clusters Score -1.806009e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127526 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -18060104.000000 Penalty: 5839.268066
	Iteration 37Q: 3 clusters Score -1.80601e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127560 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -18060106.000000 Penalty: 5839.268066
	Iteration 38Q: 3 clusters Score -1.806011e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127584 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -18060134.000000 Penalty: 5839.268066
	Iteration 39Q: 3 clusters Score -1.806013e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127603 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -18060124.000000 Penalty: 5839.268066
	Iteration 40F: 3 clusters Score -1.806012e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127619 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -18060122.000000 Penalty: 5839.268066
	Iteration 41Q: 3 clusters Score -1.806012e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127634 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -18060098.000000 Penalty: 5839.268066
	Iteration 42Q: 3 clusters Score -1.80601e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127650 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -18060100.000000 Penalty: 5839.268066
	Iteration 43Q: 3 clusters Score -1.80601e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127676 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -18060114.000000 Penalty: 5839.268066
	Iteration 44Q: 3 clusters Score -1.806011e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127694 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -18060136.000000 Penalty: 5839.268066
	Iteration 45Q: 3 clusters Score -1.806014e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127710 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -18060146.000000 Penalty: 5839.268066
	Iteration 46Q: 3 clusters Score -1.806015e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127730 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -18060118.000000 Penalty: 5839.268066
	Iteration 47Q: 3 clusters Score -1.806012e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127750 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -18060124.000000 Penalty: 5839.268066
	Iteration 48Q: 3 clusters Score -1.806012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127766 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -18060138.000000 Penalty: 5839.268066
	Iteration 49Q: 3 clusters Score -1.806014e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127780 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -18060142.000000 Penalty: 5839.268066
	Iteration 50Q: 3 clusters Score -1.806014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127786 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -18060112.000000 Penalty: 5839.268066
	Iteration 51Q: 3 clusters Score -1.806011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127792 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -18060110.000000 Penalty: 5839.268066
	Iteration 52Q: 3 clusters Score -1.806011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127800 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -18060134.000000 Penalty: 5839.268066
	Iteration 53Q: 3 clusters Score -1.806013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127808 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -18060128.000000 Penalty: 5839.268066
	Iteration 54Q: 3 clusters Score -1.806013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127817 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -18060154.000000 Penalty: 5839.268066
	Iteration 55Q: 3 clusters Score -1.806015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127828 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -18060152.000000 Penalty: 5839.268066
	Iteration 56Q: 3 clusters Score -1.806015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127836 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -18060142.000000 Penalty: 5839.268066
	Iteration 57Q: 3 clusters Score -1.806014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127841 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -18060130.000000 Penalty: 5839.268066
	Iteration 58Q: 3 clusters Score -1.806013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127843 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -18060126.000000 Penalty: 5839.268066
	Iteration 59Q: 3 clusters Score -1.806013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127845 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -18060134.000000 Penalty: 5839.268066
	Iteration 60F: 3 clusters Score -1.806013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127848 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -18060140.000000 Penalty: 5839.268066
	Iteration 61Q: 3 clusters Score -1.806014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127848 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -18060140.000000 Penalty: 5839.268066
	Iteration 62F: 3 clusters Score -1.806014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Entering Unmasked Estep 
Score: -1149494.125000 Penalty: 2245.198242
	Iteration 0F: 2 clusters Score -1149494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1142772.250000 Penalty: 4490.396484
	Iteration 0F: 3 clusters Score -1142772 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1144777.750000 Penalty: 4490.396484
	Iteration 1F: 3 clusters Score -1144778 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1145167.625000 Penalty: 4490.396484
	Iteration 2F: 3 clusters Score -1145168 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1145520.125000 Penalty: 4490.396484
	Iteration 3F: 3 clusters Score -1145520 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1145840.125000 Penalty: 4490.396484
	Iteration 4F: 3 clusters Score -1145840 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1146174.125000 Penalty: 4490.396484
	Iteration 5F: 3 clusters Score -1146174 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1146510.500000 Penalty: 4490.396484
	Iteration 6F: 3 clusters Score -1146510 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1146856.500000 Penalty: 4490.396484
	Iteration 7Q: 3 clusters Score -1146856 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1147146.500000 Penalty: 4490.396484
	Iteration 8Q: 3 clusters Score -1147146 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1147391.125000 Penalty: 4490.396484
	Iteration 9Q: 3 clusters Score -1147391 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1147587.375000 Penalty: 4490.396484
	Iteration 10Q: 3 clusters Score -1147587 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1147753.250000 Penalty: 4490.396484
	Iteration 11Q: 3 clusters Score -1147753 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1147937.625000 Penalty: 4490.396484
	Iteration 12Q: 3 clusters Score -1147938 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1148107.500000 Penalty: 4490.396484
	Iteration 13Q: 3 clusters Score -1148108 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1148272.500000 Penalty: 4490.396484
	Iteration 14Q: 3 clusters Score -1148272 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1148379.250000 Penalty: 4490.396484
	Iteration 15Q: 3 clusters Score -1148379 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1148453.750000 Penalty: 4490.396484
	Iteration 16Q: 3 clusters Score -1148454 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1148520.625000 Penalty: 4490.396484
	Iteration 17Q: 3 clusters Score -1148521 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1148566.250000 Penalty: 4490.396484
	Iteration 18Q: 3 clusters Score -1148566 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1148613.625000 Penalty: 4490.396484
	Iteration 19Q: 3 clusters Score -1148614 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1148678.250000 Penalty: 4490.396484
	Iteration 20F: 3 clusters Score -1148678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1148769.875000 Penalty: 4490.396484
	Iteration 21Q: 3 clusters Score -1148770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1148841.125000 Penalty: 4490.396484
	Iteration 22Q: 3 clusters Score -1148841 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1148895.250000 Penalty: 4490.396484
	Iteration 23Q: 3 clusters Score -1148895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1148916.500000 Penalty: 4490.396484
	Iteration 24Q: 3 clusters Score -1148916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1148927.875000 Penalty: 4490.396484
	Iteration 25Q: 3 clusters Score -1148928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1148931.125000 Penalty: 4490.396484
	Iteration 26Q: 3 clusters Score -1148931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1148931.125000 Penalty: 4490.396484
	Iteration 27F: 3 clusters Score -1148931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Entering Unmasked Estep 
Score: -284963.437500 Penalty: 1905.940430
	Iteration 0F: 2 clusters Score -284963.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -282235.750000 Penalty: 3811.880859
	Iteration 0F: 3 clusters Score -282235.8 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -282733.187500 Penalty: 3811.880859
	Iteration 1F: 3 clusters Score -282733.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -282886.343750 Penalty: 3811.880859
	Iteration 2F: 3 clusters Score -282886.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -282993.531250 Penalty: 3811.880859
	Iteration 3Q: 3 clusters Score -282993.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -283062.687500 Penalty: 3811.880859
	Iteration 4Q: 3 clusters Score -283062.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -283105.062500 Penalty: 3811.880859
	Iteration 5Q: 3 clusters Score -283105.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -283137.625000 Penalty: 3811.880859
	Iteration 6Q: 3 clusters Score -283137.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -283158.062500 Penalty: 3811.880859
	Iteration 7Q: 3 clusters Score -283158.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -283177.187500 Penalty: 3811.880859
	Iteration 8Q: 3 clusters Score -283177.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -283195.281250 Penalty: 3811.880859
	Iteration 9Q: 3 clusters Score -283195.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -283208.625000 Penalty: 3811.880859
	Iteration 10Q: 3 clusters Score -283208.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -283224.312500 Penalty: 3811.880859
	Iteration 11Q: 3 clusters Score -283224.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -283245.218750 Penalty: 3811.880859
	Iteration 12Q: 3 clusters Score -283245.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -283269.250000 Penalty: 3811.880859
	Iteration 13Q: 3 clusters Score -283269.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -283288.062500 Penalty: 3811.880859
	Iteration 14Q: 3 clusters Score -283288.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -283302.093750 Penalty: 3811.880859
	Iteration 15Q: 3 clusters Score -283302.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -283312.343750 Penalty: 3811.880859
	Iteration 16Q: 3 clusters Score -283312.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -283318.812500 Penalty: 3811.880859
	Iteration 17Q: 3 clusters Score -283318.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -283326.843750 Penalty: 3811.880859
	Iteration 18Q: 3 clusters Score -283326.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -283332.062500 Penalty: 3811.880859
	Iteration 19Q: 3 clusters Score -283332.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -283334.562500 Penalty: 3811.880859
	Iteration 20F: 3 clusters Score -283334.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -283339.906250 Penalty: 3811.880859
	Iteration 21Q: 3 clusters Score -283339.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -283348.093750 Penalty: 3811.880859
	Iteration 22Q: 3 clusters Score -283348.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -283358.437500 Penalty: 3811.880859
	Iteration 23Q: 3 clusters Score -283358.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -283365.031250 Penalty: 3811.880859
	Iteration 24Q: 3 clusters Score -283365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -283374.093750 Penalty: 3811.880859
	Iteration 25Q: 3 clusters Score -283374.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -283384.843750 Penalty: 3811.880859
	Iteration 26Q: 3 clusters Score -283384.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -283396.687500 Penalty: 3811.880859
	Iteration 27Q: 3 clusters Score -283396.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -283409.093750 Penalty: 3811.880859
	Iteration 28Q: 3 clusters Score -283409.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -283429.000000 Penalty: 3811.880859
	Iteration 29Q: 3 clusters Score -283429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -283444.156250 Penalty: 3811.880859
	Iteration 30Q: 3 clusters Score -283444.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -283459.250000 Penalty: 3811.880859
	Iteration 31Q: 3 clusters Score -283459.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -283473.156250 Penalty: 3811.880859
	Iteration 32Q: 3 clusters Score -283473.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -283487.375000 Penalty: 3811.880859
	Iteration 33Q: 3 clusters Score -283487.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -283493.531250 Penalty: 3811.880859
	Iteration 34Q: 3 clusters Score -283493.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -283500.968750 Penalty: 3811.880859
	Iteration 35Q: 3 clusters Score -283501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -283506.343750 Penalty: 3811.880859
	Iteration 36Q: 3 clusters Score -283506.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -283516.031250 Penalty: 3811.880859
	Iteration 37Q: 3 clusters Score -283516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -283527.406250 Penalty: 3811.880859
	Iteration 38Q: 3 clusters Score -283527.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -283545.593750 Penalty: 3811.880859
	Iteration 39Q: 3 clusters Score -283545.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -283558.062500 Penalty: 3811.880859
	Iteration 40F: 3 clusters Score -283558.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -283563.250000 Penalty: 3811.880859
	Iteration 41Q: 3 clusters Score -283563.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -283565.343750 Penalty: 3811.880859
	Iteration 42Q: 3 clusters Score -283565.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -283568.187500 Penalty: 3811.880859
	Iteration 43Q: 3 clusters Score -283568.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -283568.750000 Penalty: 3811.880859
	Iteration 44Q: 3 clusters Score -283568.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -283568.750000 Penalty: 3811.880859
	Iteration 45F: 3 clusters Score -283568.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Entering Unmasked Estep 
Score: -750719.875000 Penalty: 2137.742676
	Iteration 0F: 2 clusters Score -750719.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -745848.562500 Penalty: 4275.485352
	Iteration 0F: 3 clusters Score -745848.6 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -747024.375000 Penalty: 4275.485352
	Iteration 1F: 3 clusters Score -747024.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -747264.625000 Penalty: 4275.485352
	Iteration 2F: 3 clusters Score -747264.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -747460.625000 Penalty: 4275.485352
	Iteration 3F: 3 clusters Score -747460.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -747631.000000 Penalty: 4275.485352
	Iteration 4F: 3 clusters Score -747631 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -747772.687500 Penalty: 4275.485352
	Iteration 5Q: 3 clusters Score -747772.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -747922.937500 Penalty: 4275.485352
	Iteration 6Q: 3 clusters Score -747922.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -748110.500000 Penalty: 4275.485352
	Iteration 7Q: 3 clusters Score -748110.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -748313.625000 Penalty: 4275.485352
	Iteration 8Q: 3 clusters Score -748313.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -748485.937500 Penalty: 4275.485352
	Iteration 9Q: 3 clusters Score -748485.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -748592.750000 Penalty: 4275.485352
	Iteration 10Q: 3 clusters Score -748592.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -748678.250000 Penalty: 4275.485352
	Iteration 11Q: 3 clusters Score -748678.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -748734.437500 Penalty: 4275.485352
	Iteration 12Q: 3 clusters Score -748734.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -748782.500000 Penalty: 4275.485352
	Iteration 13Q: 3 clusters Score -748782.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -748825.562500 Penalty: 4275.485352
	Iteration 14Q: 3 clusters Score -748825.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -748870.250000 Penalty: 4275.485352
	Iteration 15Q: 3 clusters Score -748870.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -748917.437500 Penalty: 4275.485352
	Iteration 16Q: 3 clusters Score -748917.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -748955.312500 Penalty: 4275.485352
	Iteration 17Q: 3 clusters Score -748955.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -748991.687500 Penalty: 4275.485352
	Iteration 18Q: 3 clusters Score -748991.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -749023.937500 Penalty: 4275.485352
	Iteration 19Q: 3 clusters Score -749023.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -749057.812500 Penalty: 4275.485352
	Iteration 20F: 3 clusters Score -749057.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -749094.125000 Penalty: 4275.485352
	Iteration 21Q: 3 clusters Score -749094.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -749133.062500 Penalty: 4275.485352
	Iteration 22Q: 3 clusters Score -749133.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -749170.312500 Penalty: 4275.485352
	Iteration 23Q: 3 clusters Score -749170.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -749199.687500 Penalty: 4275.485352
	Iteration 24Q: 3 clusters Score -749199.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -749230.875000 Penalty: 4275.485352
	Iteration 25Q: 3 clusters Score -749230.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -749252.687500 Penalty: 4275.485352
	Iteration 26Q: 3 clusters Score -749252.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -749278.625000 Penalty: 4275.485352
	Iteration 27Q: 3 clusters Score -749278.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -749300.500000 Penalty: 4275.485352
	Iteration 28Q: 3 clusters Score -749300.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -749328.000000 Penalty: 4275.485352
	Iteration 29Q: 3 clusters Score -749328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -749347.125000 Penalty: 4275.485352
	Iteration 30Q: 3 clusters Score -749347.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -749363.250000 Penalty: 4275.485352
	Iteration 31Q: 3 clusters Score -749363.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -749382.812500 Penalty: 4275.485352
	Iteration 32Q: 3 clusters Score -749382.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -749399.812500 Penalty: 4275.485352
	Iteration 33Q: 3 clusters Score -749399.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -749420.000000 Penalty: 4275.485352
	Iteration 34Q: 3 clusters Score -749420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -749445.875000 Penalty: 4275.485352
	Iteration 35Q: 3 clusters Score -749445.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -749464.187500 Penalty: 4275.485352
	Iteration 36Q: 3 clusters Score -749464.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -749480.375000 Penalty: 4275.485352
	Iteration 37Q: 3 clusters Score -749480.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -749495.187500 Penalty: 4275.485352
	Iteration 38Q: 3 clusters Score -749495.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -749507.437500 Penalty: 4275.485352
	Iteration 39Q: 3 clusters Score -749507.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -749522.875000 Penalty: 4275.485352
	Iteration 40F: 3 clusters Score -749522.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -749541.312500 Penalty: 4275.485352
	Iteration 41Q: 3 clusters Score -749541.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -749560.937500 Penalty: 4275.485352
	Iteration 42Q: 3 clusters Score -749560.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -749582.437500 Penalty: 4275.485352
	Iteration 43Q: 3 clusters Score -749582.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -749607.625000 Penalty: 4275.485352
	Iteration 44Q: 3 clusters Score -749607.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -749626.937500 Penalty: 4275.485352
	Iteration 45Q: 3 clusters Score -749626.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -749639.375000 Penalty: 4275.485352
	Iteration 46Q: 3 clusters Score -749639.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -749646.812500 Penalty: 4275.485352
	Iteration 47Q: 3 clusters Score -749646.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -749653.250000 Penalty: 4275.485352
	Iteration 48Q: 3 clusters Score -749653.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -749657.000000 Penalty: 4275.485352
	Iteration 49Q: 3 clusters Score -749657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -749658.187500 Penalty: 4275.485352
	Iteration 50Q: 3 clusters Score -749658.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -749659.937500 Penalty: 4275.485352
	Iteration 51Q: 3 clusters Score -749659.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -749665.000000 Penalty: 4275.485352
	Iteration 52Q: 3 clusters Score -749665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -749666.500000 Penalty: 4275.485352
	Iteration 53Q: 3 clusters Score -749666.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -749669.750000 Penalty: 4275.485352
	Iteration 54Q: 3 clusters Score -749669.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -749672.250000 Penalty: 4275.485352
	Iteration 55Q: 3 clusters Score -749672.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -749673.812500 Penalty: 4275.485352
	Iteration 56Q: 3 clusters Score -749673.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -749676.187500 Penalty: 4275.485352
	Iteration 57Q: 3 clusters Score -749676.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -749678.187500 Penalty: 4275.485352
	Iteration 58Q: 3 clusters Score -749678.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -749678.937500 Penalty: 4275.485352
	Iteration 59Q: 3 clusters Score -749678.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -749680.187500 Penalty: 4275.485352
	Iteration 60F: 3 clusters Score -749680.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -749681.750000 Penalty: 4275.485352
	Iteration 61Q: 3 clusters Score -749681.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -749683.250000 Penalty: 4275.485352
	Iteration 62Q: 3 clusters Score -749683.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -749683.187500 Penalty: 4275.485352
	Iteration 63Q: 3 clusters Score -749683.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -749683.187500 Penalty: 4275.485352
	Iteration 64F: 3 clusters Score -749683.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -63211.906250 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -63211.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -61712.078125 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -61712.08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -61898.242188 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -61898.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -61985.281250 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -61985.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -62032.511719 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -62032.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -62056.394531 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -62056.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -62065.972656 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -62065.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -62071.722656 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -62071.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62072.523438 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -62072.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62072.523438 Penalty: 3088.362305
	Iteration 8F: 3 clusters Score -62072.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (66531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66531 members 
Entering Unmasked Estep 
Score: -9307590.000000 Penalty: 2754.145020
	Iteration 0F: 2 clusters Score -9307590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -9262923.000000 Penalty: 5508.290039
	Iteration 0F: 3 clusters Score -9262923 nChanged 30994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -9280666.000000 Penalty: 5508.290039
	Iteration 1F: 3 clusters Score -9280666 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -9281902.000000 Penalty: 5508.290039
	Iteration 2Q: 3 clusters Score -9281902 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -9283704.000000 Penalty: 5508.290039
	Iteration 3F: 3 clusters Score -9283704 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -9286292.000000 Penalty: 5508.290039
	Iteration 4F: 3 clusters Score -9286292 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -9289784.000000 Penalty: 5508.290039
	Iteration 5F: 3 clusters Score -9289784 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -9293642.000000 Penalty: 5508.290039
	Iteration 6F: 3 clusters Score -9293642 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -9297108.000000 Penalty: 5508.290039
	Iteration 7F: 3 clusters Score -9297108 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -9299934.000000 Penalty: 5508.290039
	Iteration 8Q: 3 clusters Score -9299934 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57192 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -9301741.000000 Penalty: 5508.290039
	Iteration 9Q: 3 clusters Score -9301741 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -9302805.000000 Penalty: 5508.290039
	Iteration 10Q: 3 clusters Score -9302805 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -9303408.000000 Penalty: 5508.290039
	Iteration 11Q: 3 clusters Score -9303408 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -9303726.000000 Penalty: 5508.290039
	Iteration 12Q: 3 clusters Score -9303726 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -9303948.000000 Penalty: 5508.290039
	Iteration 13Q: 3 clusters Score -9303948 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -9304186.000000 Penalty: 5508.290039
	Iteration 14Q: 3 clusters Score -9304186 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61159 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -9304342.000000 Penalty: 5508.290039
	Iteration 15Q: 3 clusters Score -9304342 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61544 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -9304526.000000 Penalty: 5508.290039
	Iteration 16Q: 3 clusters Score -9304526 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61929 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -9304670.000000 Penalty: 5508.290039
	Iteration 17Q: 3 clusters Score -9304670 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62277 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -9304814.000000 Penalty: 5508.290039
	Iteration 18Q: 3 clusters Score -9304814 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62566 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -9304914.000000 Penalty: 5508.290039
	Iteration 19Q: 3 clusters Score -9304914 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -9304968.000000 Penalty: 5508.290039
	Iteration 20F: 3 clusters Score -9304968 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63017 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -9305028.000000 Penalty: 5508.290039
	Iteration 21Q: 3 clusters Score -9305028 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63219 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -9305077.000000 Penalty: 5508.290039
	Iteration 22Q: 3 clusters Score -9305077 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63424 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -9305167.000000 Penalty: 5508.290039
	Iteration 23Q: 3 clusters Score -9305167 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63591 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -9305212.000000 Penalty: 5508.290039
	Iteration 24Q: 3 clusters Score -9305212 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63746 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -9305263.000000 Penalty: 5508.290039
	Iteration 25Q: 3 clusters Score -9305263 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63877 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -9305282.000000 Penalty: 5508.290039
	Iteration 26Q: 3 clusters Score -9305282 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64004 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -9305314.000000 Penalty: 5508.290039
	Iteration 27Q: 3 clusters Score -9305314 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64124 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -9305353.000000 Penalty: 5508.290039
	Iteration 28Q: 3 clusters Score -9305353 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64223 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -9305384.000000 Penalty: 5508.290039
	Iteration 29Q: 3 clusters Score -9305384 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64308 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -9305380.000000 Penalty: 5508.290039
	Iteration 30Q: 3 clusters Score -9305380 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64377 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -9305413.000000 Penalty: 5508.290039
	Iteration 31Q: 3 clusters Score -9305413 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64424 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -9305427.000000 Penalty: 5508.290039
	Iteration 32Q: 3 clusters Score -9305427 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -9305422.000000 Penalty: 5508.290039
	Iteration 33Q: 3 clusters Score -9305422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64493 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -9305427.000000 Penalty: 5508.290039
	Iteration 34Q: 3 clusters Score -9305427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64520 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -9305442.000000 Penalty: 5508.290039
	Iteration 35Q: 3 clusters Score -9305442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64538 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -9305445.000000 Penalty: 5508.290039
	Iteration 36Q: 3 clusters Score -9305445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64554 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -9305450.000000 Penalty: 5508.290039
	Iteration 37Q: 3 clusters Score -9305450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64571 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -9305455.000000 Penalty: 5508.290039
	Iteration 38Q: 3 clusters Score -9305455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -9305448.000000 Penalty: 5508.290039
	Iteration 39Q: 3 clusters Score -9305448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64601 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -9305474.000000 Penalty: 5508.290039
	Iteration 40F: 3 clusters Score -9305474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64606 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -9305468.000000 Penalty: 5508.290039
	Iteration 41Q: 3 clusters Score -9305468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64615 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -9305463.000000 Penalty: 5508.290039
	Iteration 42Q: 3 clusters Score -9305463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64620 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -9305463.000000 Penalty: 5508.290039
	Iteration 43Q: 3 clusters Score -9305463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64627 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -9305466.000000 Penalty: 5508.290039
	Iteration 44Q: 3 clusters Score -9305466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -9305464.000000 Penalty: 5508.290039
	Iteration 45Q: 3 clusters Score -9305464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64650 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -9305473.000000 Penalty: 5508.290039
	Iteration 46Q: 3 clusters Score -9305473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64662 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -9305468.000000 Penalty: 5508.290039
	Iteration 47Q: 3 clusters Score -9305468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64675 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -9305475.000000 Penalty: 5508.290039
	Iteration 48Q: 3 clusters Score -9305475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64686 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -9305463.000000 Penalty: 5508.290039
	Iteration 49Q: 3 clusters Score -9305463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64696 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -9305464.000000 Penalty: 5508.290039
	Iteration 50Q: 3 clusters Score -9305464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -9305475.000000 Penalty: 5508.290039
	Iteration 51Q: 3 clusters Score -9305475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64720 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -9305478.000000 Penalty: 5508.290039
	Iteration 52Q: 3 clusters Score -9305478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64734 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -9305486.000000 Penalty: 5508.290039
	Iteration 53Q: 3 clusters Score -9305486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64745 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -9305475.000000 Penalty: 5508.290039
	Iteration 54Q: 3 clusters Score -9305475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64749 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -9305482.000000 Penalty: 5508.290039
	Iteration 55Q: 3 clusters Score -9305482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64753 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -9305484.000000 Penalty: 5508.290039
	Iteration 56Q: 3 clusters Score -9305484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64755 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -9305487.000000 Penalty: 5508.290039
	Iteration 57Q: 3 clusters Score -9305487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64756 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -9305488.000000 Penalty: 5508.290039
	Iteration 58Q: 3 clusters Score -9305488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64757 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -9305491.000000 Penalty: 5508.290039
	Iteration 59Q: 3 clusters Score -9305491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64759 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -9305488.000000 Penalty: 5508.290039
	Iteration 60F: 3 clusters Score -9305488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64760 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -9305493.000000 Penalty: 5508.290039
	Iteration 61Q: 3 clusters Score -9305493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64762 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -9305492.000000 Penalty: 5508.290039
	Iteration 62Q: 3 clusters Score -9305492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -9305492.000000 Penalty: 5508.290039
	Iteration 63Q: 3 clusters Score -9305492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -9305492.000000 Penalty: 5508.290039
	Iteration 64F: 3 clusters Score -9305492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (34777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Entering Unmasked Estep 
Score: -4733321.500000 Penalty: 2593.264404
	Iteration 0F: 2 clusters Score -4733322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -4709573.500000 Penalty: 5186.528809
	Iteration 0F: 3 clusters Score -4709574 nChanged 15835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -4718345.500000 Penalty: 5186.528809
	Iteration 1F: 3 clusters Score -4718346 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -4719068.000000 Penalty: 5186.528809
	Iteration 2F: 3 clusters Score -4719068 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -4719855.000000 Penalty: 5186.528809
	Iteration 3F: 3 clusters Score -4719855 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -4720791.000000 Penalty: 5186.528809
	Iteration 4F: 3 clusters Score -4720791 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -4722035.000000 Penalty: 5186.528809
	Iteration 5F: 3 clusters Score -4722035 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -4723399.500000 Penalty: 5186.528809
	Iteration 6F: 3 clusters Score -4723400 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -4724721.000000 Penalty: 5186.528809
	Iteration 7F: 3 clusters Score -4724721 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -4725983.000000 Penalty: 5186.528809
	Iteration 8F: 3 clusters Score -4725983 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -4727147.500000 Penalty: 5186.528809
	Iteration 9Q: 3 clusters Score -4727148 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -4728188.000000 Penalty: 5186.528809
	Iteration 10Q: 3 clusters Score -4728188 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -4729039.500000 Penalty: 5186.528809
	Iteration 11Q: 3 clusters Score -4729040 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -4729731.000000 Penalty: 5186.528809
	Iteration 12Q: 3 clusters Score -4729731 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -4730299.000000 Penalty: 5186.528809
	Iteration 13Q: 3 clusters Score -4730299 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -4730692.000000 Penalty: 5186.528809
	Iteration 14Q: 3 clusters Score -4730692 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -4730969.500000 Penalty: 5186.528809
	Iteration 15Q: 3 clusters Score -4730970 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -4731176.000000 Penalty: 5186.528809
	Iteration 16Q: 3 clusters Score -4731176 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -4731298.000000 Penalty: 5186.528809
	Iteration 17Q: 3 clusters Score -4731298 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -4731392.500000 Penalty: 5186.528809
	Iteration 18Q: 3 clusters Score -4731392 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -4731475.500000 Penalty: 5186.528809
	Iteration 19Q: 3 clusters Score -4731476 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -4731532.000000 Penalty: 5186.528809
	Iteration 20F: 3 clusters Score -4731532 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -4731567.000000 Penalty: 5186.528809
	Iteration 21Q: 3 clusters Score -4731567 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -4731590.000000 Penalty: 5186.528809
	Iteration 22Q: 3 clusters Score -4731590 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -4731608.500000 Penalty: 5186.528809
	Iteration 23Q: 3 clusters Score -4731608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -4731626.000000 Penalty: 5186.528809
	Iteration 24Q: 3 clusters Score -4731626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -4731626.500000 Penalty: 5186.528809
	Iteration 25Q: 3 clusters Score -4731626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -4731632.500000 Penalty: 5186.528809
	Iteration 26Q: 3 clusters Score -4731632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -4731646.000000 Penalty: 5186.528809
	Iteration 27Q: 3 clusters Score -4731646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -4731647.000000 Penalty: 5186.528809
	Iteration 28Q: 3 clusters Score -4731647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -4731650.500000 Penalty: 5186.528809
	Iteration 29Q: 3 clusters Score -4731650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -4731651.500000 Penalty: 5186.528809
	Iteration 30Q: 3 clusters Score -4731652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -4731652.000000 Penalty: 5186.528809
	Iteration 31Q: 3 clusters Score -4731652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -4731658.500000 Penalty: 5186.528809
	Iteration 32Q: 3 clusters Score -4731658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -4731654.500000 Penalty: 5186.528809
	Iteration 33Q: 3 clusters Score -4731654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -4731651.500000 Penalty: 5186.528809
	Iteration 34Q: 3 clusters Score -4731652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -4731653.000000 Penalty: 5186.528809
	Iteration 35Q: 3 clusters Score -4731653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -4731649.000000 Penalty: 5186.528809
	Iteration 36Q: 3 clusters Score -4731649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -4731649.000000 Penalty: 5186.528809
	Iteration 37Q: 3 clusters Score -4731649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -4731655.500000 Penalty: 5186.528809
	Iteration 38Q: 3 clusters Score -4731656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -4731666.500000 Penalty: 5186.528809
	Iteration 39Q: 3 clusters Score -4731666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -4731669.500000 Penalty: 5186.528809
	Iteration 40F: 3 clusters Score -4731670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -4731677.000000 Penalty: 5186.528809
	Iteration 41Q: 3 clusters Score -4731677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -4731675.500000 Penalty: 5186.528809
	Iteration 42Q: 3 clusters Score -4731676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -4731680.000000 Penalty: 5186.528809
	Iteration 43Q: 3 clusters Score -4731680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -4731680.500000 Penalty: 5186.528809
	Iteration 44Q: 3 clusters Score -4731680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -4731691.500000 Penalty: 5186.528809
	Iteration 45Q: 3 clusters Score -4731692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -4731692.500000 Penalty: 5186.528809
	Iteration 46Q: 3 clusters Score -4731692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -4731691.500000 Penalty: 5186.528809
	Iteration 47Q: 3 clusters Score -4731692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -4731690.000000 Penalty: 5186.528809
	Iteration 48Q: 3 clusters Score -4731690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -4731691.500000 Penalty: 5186.528809
	Iteration 49Q: 3 clusters Score -4731692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -4731693.500000 Penalty: 5186.528809
	Iteration 50Q: 3 clusters Score -4731694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -4731689.000000 Penalty: 5186.528809
	Iteration 51Q: 3 clusters Score -4731689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -4731690.000000 Penalty: 5186.528809
	Iteration 52Q: 3 clusters Score -4731690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -4731689.500000 Penalty: 5186.528809
	Iteration 53Q: 3 clusters Score -4731690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -4731686.000000 Penalty: 5186.528809
	Iteration 54Q: 3 clusters Score -4731686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -4731686.000000 Penalty: 5186.528809
	Iteration 55F: 3 clusters Score -4731686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Entering Unmasked Estep 
Score: -504280.187500 Penalty: 2029.551880
	Iteration 0F: 2 clusters Score -504280.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -500619.031250 Penalty: 4059.103760
	Iteration 0F: 3 clusters Score -500619 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -501334.375000 Penalty: 4059.103760
	Iteration 1F: 3 clusters Score -501334.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -501499.281250 Penalty: 4059.103760
	Iteration 2F: 3 clusters Score -501499.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -501594.468750 Penalty: 4059.103760
	Iteration 3Q: 3 clusters Score -501594.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -501675.156250 Penalty: 4059.103760
	Iteration 4Q: 3 clusters Score -501675.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -501742.187500 Penalty: 4059.103760
	Iteration 5Q: 3 clusters Score -501742.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -501784.406250 Penalty: 4059.103760
	Iteration 6Q: 3 clusters Score -501784.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -501815.875000 Penalty: 4059.103760
	Iteration 7Q: 3 clusters Score -501815.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -501840.062500 Penalty: 4059.103760
	Iteration 8Q: 3 clusters Score -501840.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -501861.031250 Penalty: 4059.103760
	Iteration 9Q: 3 clusters Score -501861 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -501884.843750 Penalty: 4059.103760
	Iteration 10Q: 3 clusters Score -501884.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -501904.125000 Penalty: 4059.103760
	Iteration 11Q: 3 clusters Score -501904.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -501925.812500 Penalty: 4059.103760
	Iteration 12Q: 3 clusters Score -501925.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -501947.218750 Penalty: 4059.103760
	Iteration 13Q: 3 clusters Score -501947.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -501966.875000 Penalty: 4059.103760
	Iteration 14Q: 3 clusters Score -501966.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -501983.781250 Penalty: 4059.103760
	Iteration 15Q: 3 clusters Score -501983.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -502004.281250 Penalty: 4059.103760
	Iteration 16Q: 3 clusters Score -502004.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -502034.000000 Penalty: 4059.103760
	Iteration 17Q: 3 clusters Score -502034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -502060.437500 Penalty: 4059.103760
	Iteration 18Q: 3 clusters Score -502060.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -502092.906250 Penalty: 4059.103760
	Iteration 19Q: 3 clusters Score -502092.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -502127.093750 Penalty: 4059.103760
	Iteration 20F: 3 clusters Score -502127.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -502156.062500 Penalty: 4059.103760
	Iteration 21Q: 3 clusters Score -502156.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -502176.406250 Penalty: 4059.103760
	Iteration 22Q: 3 clusters Score -502176.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -502198.968750 Penalty: 4059.103760
	Iteration 23Q: 3 clusters Score -502199 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -502229.875000 Penalty: 4059.103760
	Iteration 24Q: 3 clusters Score -502229.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -502253.875000 Penalty: 4059.103760
	Iteration 25Q: 3 clusters Score -502253.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -502266.031250 Penalty: 4059.103760
	Iteration 26Q: 3 clusters Score -502266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -502278.093750 Penalty: 4059.103760
	Iteration 27Q: 3 clusters Score -502278.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -502289.937500 Penalty: 4059.103760
	Iteration 28Q: 3 clusters Score -502289.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -502299.500000 Penalty: 4059.103760
	Iteration 29Q: 3 clusters Score -502299.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -502305.031250 Penalty: 4059.103760
	Iteration 30Q: 3 clusters Score -502305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -502311.406250 Penalty: 4059.103760
	Iteration 31Q: 3 clusters Score -502311.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -502312.656250 Penalty: 4059.103760
	Iteration 32Q: 3 clusters Score -502312.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -502314.031250 Penalty: 4059.103760
	Iteration 33Q: 3 clusters Score -502314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -502315.718750 Penalty: 4059.103760
	Iteration 34Q: 3 clusters Score -502315.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -502315.656250 Penalty: 4059.103760
	Iteration 35Q: 3 clusters Score -502315.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -502318.750000 Penalty: 4059.103760
	Iteration 36Q: 3 clusters Score -502318.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -502320.500000 Penalty: 4059.103760
	Iteration 37Q: 3 clusters Score -502320.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -502323.906250 Penalty: 4059.103760
	Iteration 38Q: 3 clusters Score -502323.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -502326.343750 Penalty: 4059.103760
	Iteration 39Q: 3 clusters Score -502326.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -502328.375000 Penalty: 4059.103760
	Iteration 40F: 3 clusters Score -502328.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -502330.718750 Penalty: 4059.103760
	Iteration 41Q: 3 clusters Score -502330.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -502332.843750 Penalty: 4059.103760
	Iteration 42Q: 3 clusters Score -502332.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -502334.500000 Penalty: 4059.103760
	Iteration 43Q: 3 clusters Score -502334.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -502335.593750 Penalty: 4059.103760
	Iteration 44Q: 3 clusters Score -502335.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -502335.562500 Penalty: 4059.103760
	Iteration 45Q: 3 clusters Score -502335.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -502336.906250 Penalty: 4059.103760
	Iteration 46Q: 3 clusters Score -502336.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -502338.093750 Penalty: 4059.103760
	Iteration 47Q: 3 clusters Score -502338.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -502339.812500 Penalty: 4059.103760
	Iteration 48Q: 3 clusters Score -502339.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -502340.375000 Penalty: 4059.103760
	Iteration 49Q: 3 clusters Score -502340.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -502341.218750 Penalty: 4059.103760
	Iteration 50Q: 3 clusters Score -502341.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -502341.218750 Penalty: 4059.103760
	Iteration 51F: 3 clusters Score -502341.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Entering Unmasked Estep 
Score: -242987.562500 Penalty: 1861.634766
	Iteration 0F: 2 clusters Score -242987.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -240581.875000 Penalty: 3723.269531
	Iteration 0F: 3 clusters Score -240581.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -241390.046875 Penalty: 3723.269531
	Iteration 1F: 3 clusters Score -241390 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -241882.828125 Penalty: 3723.269531
	Iteration 2F: 3 clusters Score -241882.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -242188.234375 Penalty: 3723.269531
	Iteration 3F: 3 clusters Score -242188.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -242488.265625 Penalty: 3723.269531
	Iteration 4F: 3 clusters Score -242488.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -242698.828125 Penalty: 3723.269531
	Iteration 5F: 3 clusters Score -242698.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -242844.671875 Penalty: 3723.269531
	Iteration 6Q: 3 clusters Score -242844.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -242932.656250 Penalty: 3723.269531
	Iteration 7Q: 3 clusters Score -242932.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -243070.000000 Penalty: 3723.269531
	Iteration 8Q: 3 clusters Score -243070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -243171.546875 Penalty: 3723.269531
	Iteration 9Q: 3 clusters Score -243171.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -243226.359375 Penalty: 3723.269531
	Iteration 10Q: 3 clusters Score -243226.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -243283.625000 Penalty: 3723.269531
	Iteration 11Q: 3 clusters Score -243283.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -243338.187500 Penalty: 3723.269531
	Iteration 12Q: 3 clusters Score -243338.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -243452.453125 Penalty: 3723.269531
	Iteration 13Q: 3 clusters Score -243452.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -243468.250000 Penalty: 3723.269531
	Iteration 14Q: 3 clusters Score -243468.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -243470.984375 Penalty: 3723.269531
	Iteration 15Q: 3 clusters Score -243471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -243470.984375 Penalty: 3723.269531
	Iteration 16F: 3 clusters Score -243471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 55540 members 
Mstep: Class 3 contains 12640 members 
Mstep: Class 4 contains 42661 members 
Mstep: Class 5 contains 49288 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4741 members 
Mstep: Class 9 contains 66339 members 
Mstep: Class 10 contains 7140 members 
Mstep: Class 11 contains 135762 members 
Mstep: Class 12 contains 6319 members 
Mstep: Class 13 contains 155156 members 
Mstep: Class 14 contains 147246 members 
Mstep: Class 15 contains 47896 members 
Mstep: Class 16 contains 6837 members 
Mstep: Class 17 contains 8899 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 129666 members 
Mstep: Class 20 contains 8546 members 
Mstep: Class 21 contains 2176 members 
Mstep: Class 22 contains 5541 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66531 members 
Mstep: Class 25 contains 34777 members 
Mstep: Class 26 contains 3582 members 
Mstep: Class 27 contains 124 members 
Mstep: Class 28 contains 5090 members 
Mstep: Class 29 contains 19910 members 
Mstep: Class 30 contains 2582 members 
Mstep: Class 31 contains 4043 members 
Mstep: Class 32 contains 1696 members 
Entering Unmasked Estep 
Score: -142939072.000000 Penalty: 110053.570312
Splitting cluster 27 changes total score from -142940016.000000 to -142939072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (5090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Entering Unmasked Estep 
Score: -702271.187500 Penalty: 2116.688232
	Iteration 0F: 2 clusters Score -702271.2 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 2537 members 
Entering Unmasked Estep 
Score: -697722.125000 Penalty: 4233.376465
	Iteration 0F: 3 clusters Score -697722.1 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -698757.812500 Penalty: 4233.376465
	Iteration 1F: 3 clusters Score -698757.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -698929.062500 Penalty: 4233.376465
	Iteration 2F: 3 clusters Score -698929.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -699044.125000 Penalty: 4233.376465
	Iteration 3Q: 3 clusters Score -699044.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -699125.312500 Penalty: 4233.376465
	Iteration 4Q: 3 clusters Score -699125.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -699183.812500 Penalty: 4233.376465
	Iteration 5Q: 3 clusters Score -699183.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -699234.812500 Penalty: 4233.376465
	Iteration 6Q: 3 clusters Score -699234.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -699275.125000 Penalty: 4233.376465
	Iteration 7Q: 3 clusters Score -699275.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -699314.937500 Penalty: 4233.376465
	Iteration 8Q: 3 clusters Score -699314.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -699348.187500 Penalty: 4233.376465
	Iteration 9Q: 3 clusters Score -699348.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -699370.250000 Penalty: 4233.376465
	Iteration 10Q: 3 clusters Score -699370.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -699386.937500 Penalty: 4233.376465
	Iteration 11Q: 3 clusters Score -699386.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -699401.500000 Penalty: 4233.376465
	Iteration 12Q: 3 clusters Score -699401.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -699409.375000 Penalty: 4233.376465
	Iteration 13Q: 3 clusters Score -699409.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -699418.312500 Penalty: 4233.376465
	Iteration 14Q: 3 clusters Score -699418.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -699428.437500 Penalty: 4233.376465
	Iteration 15Q: 3 clusters Score -699428.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -699434.062500 Penalty: 4233.376465
	Iteration 16Q: 3 clusters Score -699434.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -699440.812500 Penalty: 4233.376465
	Iteration 17Q: 3 clusters Score -699440.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -699444.000000 Penalty: 4233.376465
	Iteration 18Q: 3 clusters Score -699444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -699447.312500 Penalty: 4233.376465
	Iteration 19Q: 3 clusters Score -699447.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -699451.625000 Penalty: 4233.376465
	Iteration 20F: 3 clusters Score -699451.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -699456.250000 Penalty: 4233.376465
	Iteration 21Q: 3 clusters Score -699456.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -699461.562500 Penalty: 4233.376465
	Iteration 22Q: 3 clusters Score -699461.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -699470.875000 Penalty: 4233.376465
	Iteration 23Q: 3 clusters Score -699470.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -699478.500000 Penalty: 4233.376465
	Iteration 24Q: 3 clusters Score -699478.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -699486.687500 Penalty: 4233.376465
	Iteration 25Q: 3 clusters Score -699486.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -699501.187500 Penalty: 4233.376465
	Iteration 26Q: 3 clusters Score -699501.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -699513.562500 Penalty: 4233.376465
	Iteration 27Q: 3 clusters Score -699513.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -699526.562500 Penalty: 4233.376465
	Iteration 28Q: 3 clusters Score -699526.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -699542.437500 Penalty: 4233.376465
	Iteration 29Q: 3 clusters Score -699542.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -699556.250000 Penalty: 4233.376465
	Iteration 30Q: 3 clusters Score -699556.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -699577.250000 Penalty: 4233.376465
	Iteration 31Q: 3 clusters Score -699577.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -699598.687500 Penalty: 4233.376465
	Iteration 32Q: 3 clusters Score -699598.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -699628.187500 Penalty: 4233.376465
	Iteration 33Q: 3 clusters Score -699628.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -699649.875000 Penalty: 4233.376465
	Iteration 34Q: 3 clusters Score -699649.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -699671.875000 Penalty: 4233.376465
	Iteration 35Q: 3 clusters Score -699671.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -699699.875000 Penalty: 4233.376465
	Iteration 36Q: 3 clusters Score -699699.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -699732.687500 Penalty: 4233.376465
	Iteration 37Q: 3 clusters Score -699732.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -699771.625000 Penalty: 4233.376465
	Iteration 38Q: 3 clusters Score -699771.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -699814.562500 Penalty: 4233.376465
	Iteration 39Q: 3 clusters Score -699814.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -699875.687500 Penalty: 4233.376465
	Iteration 40F: 3 clusters Score -699875.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -699940.375000 Penalty: 4233.376465
	Iteration 41Q: 3 clusters Score -699940.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -700003.562500 Penalty: 4233.376465
	Iteration 42Q: 3 clusters Score -700003.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -700081.812500 Penalty: 4233.376465
	Iteration 43Q: 3 clusters Score -700081.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -700157.812500 Penalty: 4233.376465
	Iteration 44Q: 3 clusters Score -700157.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -700224.562500 Penalty: 4233.376465
	Iteration 45Q: 3 clusters Score -700224.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -700300.437500 Penalty: 4233.376465
	Iteration 46Q: 3 clusters Score -700300.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -700395.062500 Penalty: 4233.376465
	Iteration 47Q: 3 clusters Score -700395.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -700508.812500 Penalty: 4233.376465
	Iteration 48Q: 3 clusters Score -700508.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -700599.000000 Penalty: 4233.376465
	Iteration 49Q: 3 clusters Score -700599 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -700654.812500 Penalty: 4233.376465
	Iteration 50Q: 3 clusters Score -700654.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -700696.812500 Penalty: 4233.376465
	Iteration 51Q: 3 clusters Score -700696.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -700741.000000 Penalty: 4233.376465
	Iteration 52Q: 3 clusters Score -700741 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -700785.437500 Penalty: 4233.376465
	Iteration 53Q: 3 clusters Score -700785.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -700807.375000 Penalty: 4233.376465
	Iteration 54Q: 3 clusters Score -700807.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -700826.750000 Penalty: 4233.376465
	Iteration 55Q: 3 clusters Score -700826.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -700847.187500 Penalty: 4233.376465
	Iteration 56Q: 3 clusters Score -700847.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -700870.812500 Penalty: 4233.376465
	Iteration 57Q: 3 clusters Score -700870.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -700895.750000 Penalty: 4233.376465
	Iteration 58Q: 3 clusters Score -700895.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -700914.937500 Penalty: 4233.376465
	Iteration 59Q: 3 clusters Score -700914.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -700923.625000 Penalty: 4233.376465
	Iteration 60F: 3 clusters Score -700923.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -700931.000000 Penalty: 4233.376465
	Iteration 61Q: 3 clusters Score -700931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -700940.187500 Penalty: 4233.376465
	Iteration 62Q: 3 clusters Score -700940.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -700954.625000 Penalty: 4233.376465
	Iteration 63Q: 3 clusters Score -700954.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -700962.687500 Penalty: 4233.376465
	Iteration 64Q: 3 clusters Score -700962.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -700966.625000 Penalty: 4233.376465
	Iteration 65Q: 3 clusters Score -700966.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -700971.250000 Penalty: 4233.376465
	Iteration 66Q: 3 clusters Score -700971.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -700976.687500 Penalty: 4233.376465
	Iteration 67Q: 3 clusters Score -700976.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -700982.562500 Penalty: 4233.376465
	Iteration 68Q: 3 clusters Score -700982.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -700989.250000 Penalty: 4233.376465
	Iteration 69Q: 3 clusters Score -700989.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -700994.125000 Penalty: 4233.376465
	Iteration 70Q: 3 clusters Score -700994.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -700995.562500 Penalty: 4233.376465
	Iteration 71Q: 3 clusters Score -700995.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -700999.187500 Penalty: 4233.376465
	Iteration 72Q: 3 clusters Score -700999.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -701004.062500 Penalty: 4233.376465
	Iteration 73Q: 3 clusters Score -701004.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -701007.812500 Penalty: 4233.376465
	Iteration 74Q: 3 clusters Score -701007.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -701010.437500 Penalty: 4233.376465
	Iteration 75Q: 3 clusters Score -701010.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -701012.812500 Penalty: 4233.376465
	Iteration 76Q: 3 clusters Score -701012.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -701013.625000 Penalty: 4233.376465
	Iteration 77Q: 3 clusters Score -701013.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -701016.562500 Penalty: 4233.376465
	Iteration 78Q: 3 clusters Score -701016.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -701018.125000 Penalty: 4233.376465
	Iteration 79Q: 3 clusters Score -701018.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -701018.687500 Penalty: 4233.376465
	Iteration 80F: 3 clusters Score -701018.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -701020.875000 Penalty: 4233.376465
	Iteration 81Q: 3 clusters Score -701020.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -701023.375000 Penalty: 4233.376465
	Iteration 82Q: 3 clusters Score -701023.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -701023.187500 Penalty: 4233.376465
	Iteration 83Q: 3 clusters Score -701023.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -701023.187500 Penalty: 4233.376465
	Iteration 84F: 3 clusters Score -701023.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Entering Unmasked Estep 
Score: -2591998.250000 Penalty: 2454.946289
	Iteration 0F: 2 clusters Score -2591998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2577902.000000 Penalty: 4909.892578
	Iteration 0F: 3 clusters Score -2577902 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2582886.000000 Penalty: 4909.892578
	Iteration 1F: 3 clusters Score -2582886 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2583650.000000 Penalty: 4909.892578
	Iteration 2F: 3 clusters Score -2583650 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2584476.250000 Penalty: 4909.892578
	Iteration 3F: 3 clusters Score -2584476 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2585359.000000 Penalty: 4909.892578
	Iteration 4F: 3 clusters Score -2585359 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2586175.000000 Penalty: 4909.892578
	Iteration 5F: 3 clusters Score -2586175 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2586807.750000 Penalty: 4909.892578
	Iteration 6F: 3 clusters Score -2586808 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2587234.250000 Penalty: 4909.892578
	Iteration 7Q: 3 clusters Score -2587234 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2587572.250000 Penalty: 4909.892578
	Iteration 8Q: 3 clusters Score -2587572 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2587855.750000 Penalty: 4909.892578
	Iteration 9Q: 3 clusters Score -2587856 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2588062.000000 Penalty: 4909.892578
	Iteration 10Q: 3 clusters Score -2588062 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2588222.500000 Penalty: 4909.892578
	Iteration 11Q: 3 clusters Score -2588222 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2588364.250000 Penalty: 4909.892578
	Iteration 12Q: 3 clusters Score -2588364 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2588508.750000 Penalty: 4909.892578
	Iteration 13Q: 3 clusters Score -2588509 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2588636.750000 Penalty: 4909.892578
	Iteration 14Q: 3 clusters Score -2588637 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2588743.250000 Penalty: 4909.892578
	Iteration 15Q: 3 clusters Score -2588743 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2588838.750000 Penalty: 4909.892578
	Iteration 16Q: 3 clusters Score -2588839 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2588945.000000 Penalty: 4909.892578
	Iteration 17Q: 3 clusters Score -2588945 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2589052.250000 Penalty: 4909.892578
	Iteration 18Q: 3 clusters Score -2589052 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2589162.750000 Penalty: 4909.892578
	Iteration 19Q: 3 clusters Score -2589163 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2589262.750000 Penalty: 4909.892578
	Iteration 20F: 3 clusters Score -2589263 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2589366.500000 Penalty: 4909.892578
	Iteration 21Q: 3 clusters Score -2589366 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2589430.250000 Penalty: 4909.892578
	Iteration 22Q: 3 clusters Score -2589430 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2589484.750000 Penalty: 4909.892578
	Iteration 23Q: 3 clusters Score -2589485 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2589545.750000 Penalty: 4909.892578
	Iteration 24Q: 3 clusters Score -2589546 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2589580.750000 Penalty: 4909.892578
	Iteration 25Q: 3 clusters Score -2589581 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2589618.750000 Penalty: 4909.892578
	Iteration 26Q: 3 clusters Score -2589619 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2589638.500000 Penalty: 4909.892578
	Iteration 27Q: 3 clusters Score -2589638 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2589678.250000 Penalty: 4909.892578
	Iteration 28Q: 3 clusters Score -2589678 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2589703.750000 Penalty: 4909.892578
	Iteration 29Q: 3 clusters Score -2589704 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2589708.750000 Penalty: 4909.892578
	Iteration 30Q: 3 clusters Score -2589709 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2589732.000000 Penalty: 4909.892578
	Iteration 31Q: 3 clusters Score -2589732 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2589745.500000 Penalty: 4909.892578
	Iteration 32Q: 3 clusters Score -2589746 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2589761.000000 Penalty: 4909.892578
	Iteration 33Q: 3 clusters Score -2589761 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2589777.500000 Penalty: 4909.892578
	Iteration 34Q: 3 clusters Score -2589778 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2589797.000000 Penalty: 4909.892578
	Iteration 35Q: 3 clusters Score -2589797 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2589808.750000 Penalty: 4909.892578
	Iteration 36Q: 3 clusters Score -2589809 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2589828.750000 Penalty: 4909.892578
	Iteration 37Q: 3 clusters Score -2589829 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2589849.250000 Penalty: 4909.892578
	Iteration 38Q: 3 clusters Score -2589849 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2589866.500000 Penalty: 4909.892578
	Iteration 39Q: 3 clusters Score -2589866 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2589887.250000 Penalty: 4909.892578
	Iteration 40F: 3 clusters Score -2589887 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2589904.000000 Penalty: 4909.892578
	Iteration 41Q: 3 clusters Score -2589904 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2589928.000000 Penalty: 4909.892578
	Iteration 42Q: 3 clusters Score -2589928 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2589936.250000 Penalty: 4909.892578
	Iteration 43Q: 3 clusters Score -2589936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2589957.750000 Penalty: 4909.892578
	Iteration 44Q: 3 clusters Score -2589958 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2589971.500000 Penalty: 4909.892578
	Iteration 45Q: 3 clusters Score -2589972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2589978.000000 Penalty: 4909.892578
	Iteration 46Q: 3 clusters Score -2589978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2589988.250000 Penalty: 4909.892578
	Iteration 47Q: 3 clusters Score -2589988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2589998.250000 Penalty: 4909.892578
	Iteration 48Q: 3 clusters Score -2589998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2590005.250000 Penalty: 4909.892578
	Iteration 49Q: 3 clusters Score -2590005 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2590010.750000 Penalty: 4909.892578
	Iteration 50Q: 3 clusters Score -2590011 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2590022.750000 Penalty: 4909.892578
	Iteration 51Q: 3 clusters Score -2590023 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2590026.750000 Penalty: 4909.892578
	Iteration 52Q: 3 clusters Score -2590027 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2590039.000000 Penalty: 4909.892578
	Iteration 53Q: 3 clusters Score -2590039 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2590038.250000 Penalty: 4909.892578
	Iteration 54Q: 3 clusters Score -2590038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2590053.750000 Penalty: 4909.892578
	Iteration 55Q: 3 clusters Score -2590054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2590056.750000 Penalty: 4909.892578
	Iteration 56Q: 3 clusters Score -2590057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2590061.750000 Penalty: 4909.892578
	Iteration 57Q: 3 clusters Score -2590062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2590070.500000 Penalty: 4909.892578
	Iteration 58Q: 3 clusters Score -2590070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2590085.250000 Penalty: 4909.892578
	Iteration 59Q: 3 clusters Score -2590085 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2590094.250000 Penalty: 4909.892578
	Iteration 60F: 3 clusters Score -2590094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2590101.250000 Penalty: 4909.892578
	Iteration 61Q: 3 clusters Score -2590101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2590103.000000 Penalty: 4909.892578
	Iteration 62Q: 3 clusters Score -2590103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2590104.000000 Penalty: 4909.892578
	Iteration 63Q: 3 clusters Score -2590104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2590116.250000 Penalty: 4909.892578
	Iteration 64Q: 3 clusters Score -2590116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2590130.750000 Penalty: 4909.892578
	Iteration 65Q: 3 clusters Score -2590131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2590138.500000 Penalty: 4909.892578
	Iteration 66Q: 3 clusters Score -2590138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2590144.500000 Penalty: 4909.892578
	Iteration 67Q: 3 clusters Score -2590144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2590152.750000 Penalty: 4909.892578
	Iteration 68Q: 3 clusters Score -2590153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2590159.000000 Penalty: 4909.892578
	Iteration 69Q: 3 clusters Score -2590159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2590171.250000 Penalty: 4909.892578
	Iteration 70Q: 3 clusters Score -2590171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2590176.250000 Penalty: 4909.892578
	Iteration 71Q: 3 clusters Score -2590176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2590181.250000 Penalty: 4909.892578
	Iteration 72Q: 3 clusters Score -2590181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2590186.750000 Penalty: 4909.892578
	Iteration 73Q: 3 clusters Score -2590187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2590188.500000 Penalty: 4909.892578
	Iteration 74Q: 3 clusters Score -2590188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2590192.750000 Penalty: 4909.892578
	Iteration 75Q: 3 clusters Score -2590193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2590196.500000 Penalty: 4909.892578
	Iteration 76Q: 3 clusters Score -2590196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2590193.750000 Penalty: 4909.892578
	Iteration 77Q: 3 clusters Score -2590194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2590200.250000 Penalty: 4909.892578
	Iteration 78Q: 3 clusters Score -2590200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2590212.250000 Penalty: 4909.892578
	Iteration 79Q: 3 clusters Score -2590212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2590213.500000 Penalty: 4909.892578
	Iteration 80F: 3 clusters Score -2590214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2590216.250000 Penalty: 4909.892578
	Iteration 81Q: 3 clusters Score -2590216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2590215.250000 Penalty: 4909.892578
	Iteration 82Q: 3 clusters Score -2590215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2590220.000000 Penalty: 4909.892578
	Iteration 83Q: 3 clusters Score -2590220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2590224.250000 Penalty: 4909.892578
	Iteration 84Q: 3 clusters Score -2590224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2590224.250000 Penalty: 4909.892578
	Iteration 85Q: 3 clusters Score -2590224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2590227.750000 Penalty: 4909.892578
	Iteration 86Q: 3 clusters Score -2590228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2590229.250000 Penalty: 4909.892578
	Iteration 87Q: 3 clusters Score -2590229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2590232.500000 Penalty: 4909.892578
	Iteration 88Q: 3 clusters Score -2590232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2590236.250000 Penalty: 4909.892578
	Iteration 89Q: 3 clusters Score -2590236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2590237.750000 Penalty: 4909.892578
	Iteration 90Q: 3 clusters Score -2590238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2590239.000000 Penalty: 4909.892578
	Iteration 91Q: 3 clusters Score -2590239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2590240.500000 Penalty: 4909.892578
	Iteration 92Q: 3 clusters Score -2590240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2590247.000000 Penalty: 4909.892578
	Iteration 93Q: 3 clusters Score -2590247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2590244.000000 Penalty: 4909.892578
	Iteration 94Q: 3 clusters Score -2590244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2590245.250000 Penalty: 4909.892578
	Iteration 95Q: 3 clusters Score -2590245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2590245.500000 Penalty: 4909.892578
	Iteration 96Q: 3 clusters Score -2590246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2590247.000000 Penalty: 4909.892578
	Iteration 97Q: 3 clusters Score -2590247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2590249.750000 Penalty: 4909.892578
	Iteration 98Q: 3 clusters Score -2590250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2590250.500000 Penalty: 4909.892578
	Iteration 99Q: 3 clusters Score -2590250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2590252.500000 Penalty: 4909.892578
	Iteration 100F: 3 clusters Score -2590252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Entering Unmasked Estep 
Score: -351850.062500 Penalty: 1948.367188
	Iteration 0F: 2 clusters Score -351850.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -348850.968750 Penalty: 3896.734375
	Iteration 0F: 3 clusters Score -348851 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -349468.375000 Penalty: 3896.734375
	Iteration 1F: 3 clusters Score -349468.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -349648.906250 Penalty: 3896.734375
	Iteration 2F: 3 clusters Score -349648.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -349767.343750 Penalty: 3896.734375
	Iteration 3F: 3 clusters Score -349767.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -349866.125000 Penalty: 3896.734375
	Iteration 4Q: 3 clusters Score -349866.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -349932.343750 Penalty: 3896.734375
	Iteration 5Q: 3 clusters Score -349932.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -349972.531250 Penalty: 3896.734375
	Iteration 6Q: 3 clusters Score -349972.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -349994.562500 Penalty: 3896.734375
	Iteration 7Q: 3 clusters Score -349994.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -350012.218750 Penalty: 3896.734375
	Iteration 8Q: 3 clusters Score -350012.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -350033.437500 Penalty: 3896.734375
	Iteration 9Q: 3 clusters Score -350033.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -350047.375000 Penalty: 3896.734375
	Iteration 10Q: 3 clusters Score -350047.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -350064.468750 Penalty: 3896.734375
	Iteration 11Q: 3 clusters Score -350064.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -350085.968750 Penalty: 3896.734375
	Iteration 12Q: 3 clusters Score -350086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -350103.156250 Penalty: 3896.734375
	Iteration 13Q: 3 clusters Score -350103.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -350113.812500 Penalty: 3896.734375
	Iteration 14Q: 3 clusters Score -350113.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -350119.437500 Penalty: 3896.734375
	Iteration 15Q: 3 clusters Score -350119.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -350124.187500 Penalty: 3896.734375
	Iteration 16Q: 3 clusters Score -350124.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -350126.843750 Penalty: 3896.734375
	Iteration 17Q: 3 clusters Score -350126.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -350127.875000 Penalty: 3896.734375
	Iteration 18Q: 3 clusters Score -350127.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -350130.281250 Penalty: 3896.734375
	Iteration 19Q: 3 clusters Score -350130.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -350132.906250 Penalty: 3896.734375
	Iteration 20F: 3 clusters Score -350132.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -350135.250000 Penalty: 3896.734375
	Iteration 21Q: 3 clusters Score -350135.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -350135.781250 Penalty: 3896.734375
	Iteration 22Q: 3 clusters Score -350135.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -350136.093750 Penalty: 3896.734375
	Iteration 23Q: 3 clusters Score -350136.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -350136.375000 Penalty: 3896.734375
	Iteration 24Q: 3 clusters Score -350136.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -350137.906250 Penalty: 3896.734375
	Iteration 25Q: 3 clusters Score -350137.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -350140.562500 Penalty: 3896.734375
	Iteration 26Q: 3 clusters Score -350140.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -350142.781250 Penalty: 3896.734375
	Iteration 27Q: 3 clusters Score -350142.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -350142.875000 Penalty: 3896.734375
	Iteration 28Q: 3 clusters Score -350142.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -350143.781250 Penalty: 3896.734375
	Iteration 29Q: 3 clusters Score -350143.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -350145.562500 Penalty: 3896.734375
	Iteration 30Q: 3 clusters Score -350145.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -350146.125000 Penalty: 3896.734375
	Iteration 31Q: 3 clusters Score -350146.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -350147.281250 Penalty: 3896.734375
	Iteration 32Q: 3 clusters Score -350147.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -350148.812500 Penalty: 3896.734375
	Iteration 33Q: 3 clusters Score -350148.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -350150.750000 Penalty: 3896.734375
	Iteration 34Q: 3 clusters Score -350150.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -350152.843750 Penalty: 3896.734375
	Iteration 35Q: 3 clusters Score -350152.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -350153.843750 Penalty: 3896.734375
	Iteration 36Q: 3 clusters Score -350153.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -350153.843750 Penalty: 3896.734375
	Iteration 37F: 3 clusters Score -350153.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Entering Unmasked Estep 
Score: -546873.187500 Penalty: 2059.575928
	Iteration 0F: 2 clusters Score -546873.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -542939.312500 Penalty: 4119.151855
	Iteration 0F: 3 clusters Score -542939.3 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -543863.250000 Penalty: 4119.151855
	Iteration 1F: 3 clusters Score -543863.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -544173.812500 Penalty: 4119.151855
	Iteration 2F: 3 clusters Score -544173.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -544428.562500 Penalty: 4119.151855
	Iteration 3F: 3 clusters Score -544428.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -544618.250000 Penalty: 4119.151855
	Iteration 4F: 3 clusters Score -544618.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -544764.187500 Penalty: 4119.151855
	Iteration 5Q: 3 clusters Score -544764.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -544884.437500 Penalty: 4119.151855
	Iteration 6Q: 3 clusters Score -544884.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -544971.125000 Penalty: 4119.151855
	Iteration 7Q: 3 clusters Score -544971.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -545033.187500 Penalty: 4119.151855
	Iteration 8Q: 3 clusters Score -545033.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -545072.250000 Penalty: 4119.151855
	Iteration 9Q: 3 clusters Score -545072.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -545099.062500 Penalty: 4119.151855
	Iteration 10Q: 3 clusters Score -545099.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -545116.687500 Penalty: 4119.151855
	Iteration 11Q: 3 clusters Score -545116.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -545131.500000 Penalty: 4119.151855
	Iteration 12Q: 3 clusters Score -545131.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -545146.250000 Penalty: 4119.151855
	Iteration 13Q: 3 clusters Score -545146.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -545164.187500 Penalty: 4119.151855
	Iteration 14Q: 3 clusters Score -545164.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -545175.375000 Penalty: 4119.151855
	Iteration 15Q: 3 clusters Score -545175.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -545188.625000 Penalty: 4119.151855
	Iteration 16Q: 3 clusters Score -545188.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -545194.937500 Penalty: 4119.151855
	Iteration 17Q: 3 clusters Score -545194.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -545197.937500 Penalty: 4119.151855
	Iteration 18Q: 3 clusters Score -545197.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -545200.875000 Penalty: 4119.151855
	Iteration 19Q: 3 clusters Score -545200.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -545203.875000 Penalty: 4119.151855
	Iteration 20F: 3 clusters Score -545203.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -545207.062500 Penalty: 4119.151855
	Iteration 21Q: 3 clusters Score -545207.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -545207.062500 Penalty: 4119.151855
	Iteration 22Q: 3 clusters Score -545207.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -545210.937500 Penalty: 4119.151855
	Iteration 23Q: 3 clusters Score -545210.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -545212.500000 Penalty: 4119.151855
	Iteration 24Q: 3 clusters Score -545212.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -545213.000000 Penalty: 4119.151855
	Iteration 25Q: 3 clusters Score -545213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -545213.562500 Penalty: 4119.151855
	Iteration 26Q: 3 clusters Score -545213.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -545213.562500 Penalty: 4119.151855
	Iteration 27F: 3 clusters Score -545213.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 55540 members 
Mstep: Class 3 contains 12640 members 
Mstep: Class 4 contains 42661 members 
Mstep: Class 5 contains 49288 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4741 members 
Mstep: Class 9 contains 66339 members 
Mstep: Class 10 contains 7140 members 
Mstep: Class 11 contains 135762 members 
Mstep: Class 12 contains 6319 members 
Mstep: Class 13 contains 155156 members 
Mstep: Class 14 contains 147246 members 
Mstep: Class 15 contains 47896 members 
Mstep: Class 16 contains 6837 members 
Mstep: Class 17 contains 8899 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 129666 members 
Mstep: Class 20 contains 8546 members 
Mstep: Class 21 contains 2176 members 
Mstep: Class 22 contains 5541 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66531 members 
Mstep: Class 25 contains 34777 members 
Mstep: Class 26 contains 3582 members 
Mstep: Class 27 contains 1820 members 
Mstep: Class 28 contains 5090 members 
Mstep: Class 29 contains 19910 members 
Mstep: Class 30 contains 2582 members 
Mstep: Class 31 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940144.000000 Penalty: 106614.398438
Iteration 119Q: 32 clusters Score -1.429401e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 55542 members 
Mstep: Class 3 contains 12630 members 
Mstep: Class 4 contains 42653 members 
Mstep: Class 5 contains 49340 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4747 members 
Mstep: Class 9 contains 66278 members 
Mstep: Class 10 contains 7140 members 
Mstep: Class 11 contains 135692 members 
Mstep: Class 12 contains 6316 members 
Mstep: Class 13 contains 155266 members 
Mstep: Class 14 contains 147169 members 
Mstep: Class 15 contains 47882 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 17 contains 8898 members 
Mstep: Class 18 contains 2488 members 
Mstep: Class 19 contains 129661 members 
Mstep: Class 20 contains 8463 members 
Mstep: Class 21 contains 2176 members 
Mstep: Class 22 contains 5534 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66567 members 
Mstep: Class 25 contains 34758 members 
Mstep: Class 26 contains 3582 members 
Mstep: Class 27 contains 1821 members 
Mstep: Class 28 contains 5128 members 
Mstep: Class 29 contains 20022 members 
Mstep: Class 30 contains 2582 members 
Mstep: Class 31 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940160.000000 Penalty: 106614.398438
Iteration 120F: 32 clusters Score -1.429402e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 55537 members 
Mstep: Class 3 contains 12619 members 
Mstep: Class 4 contains 42650 members 
Mstep: Class 5 contains 49377 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4750 members 
Mstep: Class 9 contains 66222 members 
Mstep: Class 10 contains 7142 members 
Mstep: Class 11 contains 135630 members 
Mstep: Class 12 contains 6313 members 
Mstep: Class 13 contains 155338 members 
Mstep: Class 14 contains 147133 members 
Mstep: Class 15 contains 47877 members 
Mstep: Class 16 contains 6821 members 
Mstep: Class 17 contains 8893 members 
Mstep: Class 18 contains 2504 members 
Mstep: Class 19 contains 129651 members 
Mstep: Class 20 contains 8379 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 5524 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66563 members 
Mstep: Class 25 contains 34744 members 
Mstep: Class 26 contains 3584 members 
Mstep: Class 27 contains 1820 members 
Mstep: Class 28 contains 5215 members 
Mstep: Class 29 contains 20122 members 
Mstep: Class 30 contains 2582 members 
Mstep: Class 31 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940368.000000 Penalty: 106614.398438
Iteration 121Q: 32 clusters Score -1.429404e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 55537 members 
Mstep: Class 3 contains 12605 members 
Mstep: Class 4 contains 42651 members 
Mstep: Class 5 contains 49404 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4755 members 
Mstep: Class 9 contains 66160 members 
Mstep: Class 10 contains 7142 members 
Mstep: Class 11 contains 135558 members 
Mstep: Class 12 contains 6302 members 
Mstep: Class 13 contains 155413 members 
Mstep: Class 14 contains 147102 members 
Mstep: Class 15 contains 47889 members 
Mstep: Class 16 contains 6812 members 
Mstep: Class 17 contains 8884 members 
Mstep: Class 18 contains 2516 members 
Mstep: Class 19 contains 129636 members 
Mstep: Class 20 contains 8313 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 5518 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66565 members 
Mstep: Class 25 contains 34736 members 
Mstep: Class 26 contains 3587 members 
Mstep: Class 27 contains 1820 members 
Mstep: Class 28 contains 5296 members 
Mstep: Class 29 contains 20211 members 
Mstep: Class 30 contains 2582 members 
Mstep: Class 31 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940608.000000 Penalty: 106614.398438
Iteration 122Q: 32 clusters Score -1.429406e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 55543 members 
Mstep: Class 3 contains 12587 members 
Mstep: Class 4 contains 42650 members 
Mstep: Class 5 contains 49424 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4758 members 
Mstep: Class 9 contains 66097 members 
Mstep: Class 10 contains 7143 members 
Mstep: Class 11 contains 135487 members 
Mstep: Class 12 contains 6296 members 
Mstep: Class 13 contains 155481 members 
Mstep: Class 14 contains 147046 members 
Mstep: Class 15 contains 47893 members 
Mstep: Class 16 contains 6805 members 
Mstep: Class 17 contains 8875 members 
Mstep: Class 18 contains 2526 members 
Mstep: Class 19 contains 129618 members 
Mstep: Class 20 contains 8257 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 5515 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66595 members 
Mstep: Class 25 contains 34731 members 
Mstep: Class 26 contains 3587 members 
Mstep: Class 27 contains 1820 members 
Mstep: Class 28 contains 5370 members 
Mstep: Class 29 contains 20302 members 
Mstep: Class 30 contains 2582 members 
Mstep: Class 31 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940912.000000 Penalty: 106614.398438
Iteration 123Q: 32 clusters Score -1.429409e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 55547 members 
Mstep: Class 3 contains 12568 members 
Mstep: Class 4 contains 42657 members 
Mstep: Class 5 contains 49449 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4755 members 
Mstep: Class 9 contains 66037 members 
Mstep: Class 10 contains 7141 members 
Mstep: Class 11 contains 135435 members 
Mstep: Class 12 contains 6293 members 
Mstep: Class 13 contains 155540 members 
Mstep: Class 14 contains 147030 members 
Mstep: Class 15 contains 47895 members 
Mstep: Class 16 contains 6801 members 
Mstep: Class 17 contains 8873 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 129550 members 
Mstep: Class 20 contains 8210 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 5515 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66620 members 
Mstep: Class 25 contains 34731 members 
Mstep: Class 26 contains 3587 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 5436 members 
Mstep: Class 29 contains 20382 members 
Mstep: Class 30 contains 2582 members 
Mstep: Class 31 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941184.000000 Penalty: 106614.398438
Iteration 124Q: 32 clusters Score -1.429412e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 55547 members 
Mstep: Class 3 contains 12551 members 
Mstep: Class 4 contains 42652 members 
Mstep: Class 5 contains 49483 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4757 members 
Mstep: Class 9 contains 65975 members 
Mstep: Class 10 contains 7142 members 
Mstep: Class 11 contains 135372 members 
Mstep: Class 12 contains 6287 members 
Mstep: Class 13 contains 155632 members 
Mstep: Class 14 contains 147018 members 
Mstep: Class 15 contains 47895 members 
Mstep: Class 16 contains 6801 members 
Mstep: Class 17 contains 8871 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 129483 members 
Mstep: Class 20 contains 8172 members 
Mstep: Class 21 contains 2173 members 
Mstep: Class 22 contains 5508 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66652 members 
Mstep: Class 25 contains 34718 members 
Mstep: Class 26 contains 3586 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 5488 members 
Mstep: Class 29 contains 20457 members 
Mstep: Class 30 contains 2582 members 
Mstep: Class 31 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941232.000000 Penalty: 106614.398438
Iteration 125Q: 32 clusters Score -1.429412e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 55546 members 
Mstep: Class 3 contains 12537 members 
Mstep: Class 4 contains 42644 members 
Mstep: Class 5 contains 49499 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4760 members 
Mstep: Class 9 contains 65907 members 
Mstep: Class 10 contains 7142 members 
Mstep: Class 11 contains 135319 members 
Mstep: Class 12 contains 6284 members 
Mstep: Class 13 contains 155729 members 
Mstep: Class 14 contains 147006 members 
Mstep: Class 15 contains 47899 members 
Mstep: Class 16 contains 6800 members 
Mstep: Class 17 contains 8865 members 
Mstep: Class 18 contains 2557 members 
Mstep: Class 19 contains 129429 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 2173 members 
Mstep: Class 22 contains 5504 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66689 members 
Mstep: Class 25 contains 34706 members 
Mstep: Class 26 contains 3585 members 
Mstep: Class 27 contains 1821 members 
Mstep: Class 28 contains 5528 members 
Mstep: Class 29 contains 20523 members 
Mstep: Class 30 contains 2582 members 
Mstep: Class 31 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941168.000000 Penalty: 106614.398438
Iteration 126Q: 32 clusters Score -1.429412e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 55545 members 
Mstep: Class 3 contains 12524 members 
Mstep: Class 4 contains 42647 members 
Mstep: Class 5 contains 49534 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4763 members 
Mstep: Class 9 contains 65848 members 
Mstep: Class 10 contains 7142 members 
Mstep: Class 11 contains 135282 members 
Mstep: Class 12 contains 6281 members 
Mstep: Class 13 contains 155796 members 
Mstep: Class 14 contains 146992 members 
Mstep: Class 15 contains 47901 members 
Mstep: Class 16 contains 6799 members 
Mstep: Class 17 contains 8868 members 
Mstep: Class 18 contains 2562 members 
Mstep: Class 19 contains 129372 members 
Mstep: Class 20 contains 8116 members 
Mstep: Class 21 contains 2172 members 
Mstep: Class 22 contains 5492 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66726 members 
Mstep: Class 25 contains 34698 members 
Mstep: Class 26 contains 3584 members 
Mstep: Class 27 contains 1821 members 
Mstep: Class 28 contains 5553 members 
Mstep: Class 29 contains 20575 members 
Mstep: Class 30 contains 2582 members 
Mstep: Class 31 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941248.000000 Penalty: 106614.398438
Iteration 127Q: 32 clusters Score -1.429412e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 55539 members 
Mstep: Class 3 contains 12519 members 
Mstep: Class 4 contains 42651 members 
Mstep: Class 5 contains 49570 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4763 members 
Mstep: Class 9 contains 65784 members 
Mstep: Class 10 contains 7143 members 
Mstep: Class 11 contains 135251 members 
Mstep: Class 12 contains 6276 members 
Mstep: Class 13 contains 155854 members 
Mstep: Class 14 contains 146965 members 
Mstep: Class 15 contains 47908 members 
Mstep: Class 16 contains 6798 members 
Mstep: Class 17 contains 8866 members 
Mstep: Class 18 contains 2562 members 
Mstep: Class 19 contains 129338 members 
Mstep: Class 20 contains 8097 members 
Mstep: Class 21 contains 2172 members 
Mstep: Class 22 contains 5489 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66746 members 
Mstep: Class 25 contains 34689 members 
Mstep: Class 26 contains 3584 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 5580 members 
Mstep: Class 29 contains 20632 members 
Mstep: Class 30 contains 2582 members 
Mstep: Class 31 contains 4040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941376.000000 Penalty: 106614.398438
Iteration 128Q: 32 clusters Score -1.429414e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 55537 members 
Mstep: Class 3 contains 12517 members 
Mstep: Class 4 contains 42646 members 
Mstep: Class 5 contains 49612 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4765 members 
Mstep: Class 9 contains 65723 members 
Mstep: Class 10 contains 7146 members 
Mstep: Class 11 contains 135191 members 
Mstep: Class 12 contains 6270 members 
Mstep: Class 13 contains 155923 members 
Mstep: Class 14 contains 146938 members 
Mstep: Class 15 contains 47912 members 
Mstep: Class 16 contains 6799 members 
Mstep: Class 17 contains 8863 members 
Mstep: Class 18 contains 2566 members 
Mstep: Class 19 contains 129326 members 
Mstep: Class 20 contains 8063 members 
Mstep: Class 21 contains 2172 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66758 members 
Mstep: Class 25 contains 34676 members 
Mstep: Class 26 contains 3584 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 5614 members 
Mstep: Class 29 contains 20691 members 
Mstep: Class 30 contains 2582 members 
Mstep: Class 31 contains 4039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941216.000000 Penalty: 106614.398438
Iteration 129Q: 32 clusters Score -1.429412e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 55538 members 
Mstep: Class 3 contains 12511 members 
Mstep: Class 4 contains 42642 members 
Mstep: Class 5 contains 49656 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4769 members 
Mstep: Class 9 contains 65655 members 
Mstep: Class 10 contains 7147 members 
Mstep: Class 11 contains 135143 members 
Mstep: Class 12 contains 6269 members 
Mstep: Class 13 contains 156001 members 
Mstep: Class 14 contains 146909 members 
Mstep: Class 15 contains 47924 members 
Mstep: Class 16 contains 6797 members 
Mstep: Class 17 contains 8861 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 129284 members 
Mstep: Class 20 contains 8033 members 
Mstep: Class 21 contains 2172 members 
Mstep: Class 22 contains 5479 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66781 members 
Mstep: Class 25 contains 34663 members 
Mstep: Class 26 contains 3584 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 20749 members 
Mstep: Class 30 contains 2582 members 
Mstep: Class 31 contains 4038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941168.000000 Penalty: 106614.398438
Iteration 130Q: 32 clusters Score -1.429412e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 55539 members 
Mstep: Class 3 contains 12505 members 
Mstep: Class 4 contains 42635 members 
Mstep: Class 5 contains 49700 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 65597 members 
Mstep: Class 10 contains 7147 members 
Mstep: Class 11 contains 135093 members 
Mstep: Class 12 contains 6266 members 
Mstep: Class 13 contains 156084 members 
Mstep: Class 14 contains 146882 members 
Mstep: Class 15 contains 47933 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 8857 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 129251 members 
Mstep: Class 20 contains 8014 members 
Mstep: Class 21 contains 2172 members 
Mstep: Class 22 contains 5472 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66787 members 
Mstep: Class 25 contains 34656 members 
Mstep: Class 26 contains 3584 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 20804 members 
Mstep: Class 30 contains 2582 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941216.000000 Penalty: 106614.398438
Iteration 131Q: 32 clusters Score -1.429412e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 55537 members 
Mstep: Class 3 contains 12497 members 
Mstep: Class 4 contains 42637 members 
Mstep: Class 5 contains 49742 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4774 members 
Mstep: Class 9 contains 65545 members 
Mstep: Class 10 contains 7147 members 
Mstep: Class 11 contains 135045 members 
Mstep: Class 12 contains 6261 members 
Mstep: Class 13 contains 156156 members 
Mstep: Class 14 contains 146853 members 
Mstep: Class 15 contains 47934 members 
Mstep: Class 16 contains 6789 members 
Mstep: Class 17 contains 8851 members 
Mstep: Class 18 contains 2587 members 
Mstep: Class 19 contains 129225 members 
Mstep: Class 20 contains 7996 members 
Mstep: Class 21 contains 2172 members 
Mstep: Class 22 contains 5476 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66795 members 
Mstep: Class 25 contains 34651 members 
Mstep: Class 26 contains 3584 members 
Mstep: Class 27 contains 1823 members 
Mstep: Class 28 contains 5688 members 
Mstep: Class 29 contains 20845 members 
Mstep: Class 30 contains 2582 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941072.000000 Penalty: 106614.398438
Iteration 132Q: 32 clusters Score -1.429411e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 55539 members 
Mstep: Class 3 contains 12487 members 
Mstep: Class 4 contains 42644 members 
Mstep: Class 5 contains 49781 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4774 members 
Mstep: Class 9 contains 65497 members 
Mstep: Class 10 contains 7147 members 
Mstep: Class 11 contains 134990 members 
Mstep: Class 12 contains 6261 members 
Mstep: Class 13 contains 156243 members 
Mstep: Class 14 contains 146827 members 
Mstep: Class 15 contains 47936 members 
Mstep: Class 16 contains 6788 members 
Mstep: Class 17 contains 8848 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 129173 members 
Mstep: Class 20 contains 7977 members 
Mstep: Class 21 contains 2172 members 
Mstep: Class 22 contains 5474 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66815 members 
Mstep: Class 25 contains 34649 members 
Mstep: Class 26 contains 3583 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 5711 members 
Mstep: Class 29 contains 20880 members 
Mstep: Class 30 contains 2582 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940944.000000 Penalty: 106614.398438
Iteration 133Q: 32 clusters Score -1.429409e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 55534 members 
Mstep: Class 3 contains 12483 members 
Mstep: Class 4 contains 42646 members 
Mstep: Class 5 contains 49814 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 65456 members 
Mstep: Class 10 contains 7147 members 
Mstep: Class 11 contains 134940 members 
Mstep: Class 12 contains 6257 members 
Mstep: Class 13 contains 156315 members 
Mstep: Class 14 contains 146810 members 
Mstep: Class 15 contains 47947 members 
Mstep: Class 16 contains 6787 members 
Mstep: Class 17 contains 8845 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 19 contains 129139 members 
Mstep: Class 20 contains 7953 members 
Mstep: Class 21 contains 2172 members 
Mstep: Class 22 contains 5470 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66841 members 
Mstep: Class 25 contains 34643 members 
Mstep: Class 26 contains 3583 members 
Mstep: Class 27 contains 1823 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 20907 members 
Mstep: Class 30 contains 2582 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940992.000000 Penalty: 106614.398438
Iteration 134Q: 32 clusters Score -1.42941e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 55531 members 
Mstep: Class 3 contains 12482 members 
Mstep: Class 4 contains 42652 members 
Mstep: Class 5 contains 49833 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 65424 members 
Mstep: Class 10 contains 7147 members 
Mstep: Class 11 contains 134885 members 
Mstep: Class 12 contains 6254 members 
Mstep: Class 13 contains 156386 members 
Mstep: Class 14 contains 146796 members 
Mstep: Class 15 contains 47953 members 
Mstep: Class 16 contains 6784 members 
Mstep: Class 17 contains 8843 members 
Mstep: Class 18 contains 2604 members 
Mstep: Class 19 contains 129107 members 
Mstep: Class 20 contains 7935 members 
Mstep: Class 21 contains 2171 members 
Mstep: Class 22 contains 5469 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66849 members 
Mstep: Class 25 contains 34637 members 
Mstep: Class 26 contains 3582 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5753 members 
Mstep: Class 29 contains 20936 members 
Mstep: Class 30 contains 2582 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940944.000000 Penalty: 106614.398438
Iteration 135Q: 32 clusters Score -1.429409e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 55529 members 
Mstep: Class 3 contains 12479 members 
Mstep: Class 4 contains 42657 members 
Mstep: Class 5 contains 49853 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4774 members 
Mstep: Class 9 contains 65394 members 
Mstep: Class 10 contains 7147 members 
Mstep: Class 11 contains 134839 members 
Mstep: Class 12 contains 6251 members 
Mstep: Class 13 contains 156439 members 
Mstep: Class 14 contains 146775 members 
Mstep: Class 15 contains 47962 members 
Mstep: Class 16 contains 6786 members 
Mstep: Class 17 contains 8843 members 
Mstep: Class 18 contains 2610 members 
Mstep: Class 19 contains 129085 members 
Mstep: Class 20 contains 7920 members 
Mstep: Class 21 contains 2171 members 
Mstep: Class 22 contains 5466 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66866 members 
Mstep: Class 25 contains 34628 members 
Mstep: Class 26 contains 3581 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 5773 members 
Mstep: Class 29 contains 20954 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940848.000000 Penalty: 106614.398438
Iteration 136Q: 32 clusters Score -1.429408e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 55527 members 
Mstep: Class 3 contains 12476 members 
Mstep: Class 4 contains 42656 members 
Mstep: Class 5 contains 49878 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4774 members 
Mstep: Class 9 contains 65368 members 
Mstep: Class 10 contains 7148 members 
Mstep: Class 11 contains 134805 members 
Mstep: Class 12 contains 6250 members 
Mstep: Class 13 contains 156488 members 
Mstep: Class 14 contains 146765 members 
Mstep: Class 15 contains 47968 members 
Mstep: Class 16 contains 6789 members 
Mstep: Class 17 contains 8843 members 
Mstep: Class 18 contains 2610 members 
Mstep: Class 19 contains 129057 members 
Mstep: Class 20 contains 7904 members 
Mstep: Class 21 contains 2171 members 
Mstep: Class 22 contains 5463 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66881 members 
Mstep: Class 25 contains 34622 members 
Mstep: Class 26 contains 3580 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 5792 members 
Mstep: Class 29 contains 20968 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940736.000000 Penalty: 106614.398438
Iteration 137Q: 32 clusters Score -1.429407e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 55526 members 
Mstep: Class 3 contains 12477 members 
Mstep: Class 4 contains 42655 members 
Mstep: Class 5 contains 49899 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 65340 members 
Mstep: Class 10 contains 7147 members 
Mstep: Class 11 contains 134752 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 156538 members 
Mstep: Class 14 contains 146749 members 
Mstep: Class 15 contains 47980 members 
Mstep: Class 16 contains 6786 members 
Mstep: Class 17 contains 8845 members 
Mstep: Class 18 contains 2611 members 
Mstep: Class 19 contains 129038 members 
Mstep: Class 20 contains 7890 members 
Mstep: Class 21 contains 2171 members 
Mstep: Class 22 contains 5457 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66894 members 
Mstep: Class 25 contains 34620 members 
Mstep: Class 26 contains 3580 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 5811 members 
Mstep: Class 29 contains 20990 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940864.000000 Penalty: 106614.398438
Iteration 138Q: 32 clusters Score -1.429409e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 55526 members 
Mstep: Class 3 contains 12475 members 
Mstep: Class 4 contains 42653 members 
Mstep: Class 5 contains 49913 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 65299 members 
Mstep: Class 10 contains 7147 members 
Mstep: Class 11 contains 134732 members 
Mstep: Class 12 contains 6247 members 
Mstep: Class 13 contains 156598 members 
Mstep: Class 14 contains 146734 members 
Mstep: Class 15 contains 47980 members 
Mstep: Class 16 contains 6781 members 
Mstep: Class 17 contains 8844 members 
Mstep: Class 18 contains 2612 members 
Mstep: Class 19 contains 129017 members 
Mstep: Class 20 contains 7879 members 
Mstep: Class 21 contains 2171 members 
Mstep: Class 22 contains 5451 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66910 members 
Mstep: Class 25 contains 34618 members 
Mstep: Class 26 contains 3580 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 5826 members 
Mstep: Class 29 contains 21008 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940960.000000 Penalty: 106614.398438
Iteration 139Q: 32 clusters Score -1.42941e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 55526 members 
Mstep: Class 3 contains 12474 members 
Mstep: Class 4 contains 42652 members 
Mstep: Class 5 contains 49928 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 65272 members 
Mstep: Class 10 contains 7147 members 
Mstep: Class 11 contains 134719 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 156645 members 
Mstep: Class 14 contains 146720 members 
Mstep: Class 15 contains 47985 members 
Mstep: Class 16 contains 6778 members 
Mstep: Class 17 contains 8842 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 19 contains 128984 members 
Mstep: Class 20 contains 7869 members 
Mstep: Class 21 contains 2171 members 
Mstep: Class 22 contains 5445 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66928 members 
Mstep: Class 25 contains 34616 members 
Mstep: Class 26 contains 3580 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 21022 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940880.000000 Penalty: 106614.398438
Iteration 140F: 32 clusters Score -1.429409e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 55525 members 
Mstep: Class 3 contains 12476 members 
Mstep: Class 4 contains 42652 members 
Mstep: Class 5 contains 49948 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 65242 members 
Mstep: Class 10 contains 7147 members 
Mstep: Class 11 contains 134697 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 156720 members 
Mstep: Class 14 contains 146693 members 
Mstep: Class 15 contains 47986 members 
Mstep: Class 16 contains 6777 members 
Mstep: Class 17 contains 8839 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 128943 members 
Mstep: Class 20 contains 7865 members 
Mstep: Class 21 contains 2170 members 
Mstep: Class 22 contains 5442 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66934 members 
Mstep: Class 25 contains 34612 members 
Mstep: Class 26 contains 3580 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5846 members 
Mstep: Class 29 contains 21043 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941088.000000 Penalty: 106614.398438
Iteration 141Q: 32 clusters Score -1.429411e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 55520 members 
Mstep: Class 3 contains 12476 members 
Mstep: Class 4 contains 42649 members 
Mstep: Class 5 contains 49972 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 65218 members 
Mstep: Class 10 contains 7147 members 
Mstep: Class 11 contains 134647 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 156783 members 
Mstep: Class 14 contains 146687 members 
Mstep: Class 15 contains 47987 members 
Mstep: Class 16 contains 6770 members 
Mstep: Class 17 contains 8835 members 
Mstep: Class 18 contains 2620 members 
Mstep: Class 19 contains 128928 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 2169 members 
Mstep: Class 22 contains 5443 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66936 members 
Mstep: Class 25 contains 34609 members 
Mstep: Class 26 contains 3579 members 
Mstep: Class 27 contains 1823 members 
Mstep: Class 28 contains 5852 members 
Mstep: Class 29 contains 21058 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941184.000000 Penalty: 106614.398438
Iteration 142Q: 32 clusters Score -1.429412e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 55518 members 
Mstep: Class 3 contains 12478 members 
Mstep: Class 4 contains 42647 members 
Mstep: Class 5 contains 49987 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 65190 members 
Mstep: Class 10 contains 7147 members 
Mstep: Class 11 contains 134630 members 
Mstep: Class 12 contains 6239 members 
Mstep: Class 13 contains 156836 members 
Mstep: Class 14 contains 146673 members 
Mstep: Class 15 contains 47994 members 
Mstep: Class 16 contains 6765 members 
Mstep: Class 17 contains 8828 members 
Mstep: Class 18 contains 2624 members 
Mstep: Class 19 contains 128909 members 
Mstep: Class 20 contains 7861 members 
Mstep: Class 21 contains 2168 members 
Mstep: Class 22 contains 5444 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66931 members 
Mstep: Class 25 contains 34604 members 
Mstep: Class 26 contains 3579 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5855 members 
Mstep: Class 29 contains 21075 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941264.000000 Penalty: 106614.398438
Iteration 143Q: 32 clusters Score -1.429413e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 55520 members 
Mstep: Class 3 contains 12476 members 
Mstep: Class 4 contains 42649 members 
Mstep: Class 5 contains 49997 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 65164 members 
Mstep: Class 10 contains 7147 members 
Mstep: Class 11 contains 134624 members 
Mstep: Class 12 contains 6234 members 
Mstep: Class 13 contains 156894 members 
Mstep: Class 14 contains 146658 members 
Mstep: Class 15 contains 47992 members 
Mstep: Class 16 contains 6760 members 
Mstep: Class 17 contains 8819 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 128886 members 
Mstep: Class 20 contains 7857 members 
Mstep: Class 21 contains 2166 members 
Mstep: Class 22 contains 5444 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66930 members 
Mstep: Class 25 contains 34602 members 
Mstep: Class 26 contains 3577 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 5859 members 
Mstep: Class 29 contains 21093 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941456.000000 Penalty: 106614.398438
Iteration 144Q: 32 clusters Score -1.429415e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 55517 members 
Mstep: Class 3 contains 12474 members 
Mstep: Class 4 contains 42652 members 
Mstep: Class 5 contains 50017 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 65135 members 
Mstep: Class 10 contains 7148 members 
Mstep: Class 11 contains 134619 members 
Mstep: Class 12 contains 6232 members 
Mstep: Class 13 contains 156951 members 
Mstep: Class 14 contains 146645 members 
Mstep: Class 15 contains 47998 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 8809 members 
Mstep: Class 18 contains 2631 members 
Mstep: Class 19 contains 128846 members 
Mstep: Class 20 contains 7848 members 
Mstep: Class 21 contains 2166 members 
Mstep: Class 22 contains 5443 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66930 members 
Mstep: Class 25 contains 34594 members 
Mstep: Class 26 contains 3576 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 5861 members 
Mstep: Class 29 contains 21116 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941488.000000 Penalty: 106614.398438
Iteration 145Q: 32 clusters Score -1.429415e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 55514 members 
Mstep: Class 3 contains 12474 members 
Mstep: Class 4 contains 42649 members 
Mstep: Class 5 contains 50037 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 65111 members 
Mstep: Class 10 contains 7148 members 
Mstep: Class 11 contains 134609 members 
Mstep: Class 12 contains 6224 members 
Mstep: Class 13 contains 157013 members 
Mstep: Class 14 contains 146643 members 
Mstep: Class 15 contains 48005 members 
Mstep: Class 16 contains 6758 members 
Mstep: Class 17 contains 8804 members 
Mstep: Class 18 contains 2633 members 
Mstep: Class 19 contains 128804 members 
Mstep: Class 20 contains 7850 members 
Mstep: Class 21 contains 2166 members 
Mstep: Class 22 contains 5436 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66929 members 
Mstep: Class 25 contains 34590 members 
Mstep: Class 26 contains 3576 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 5860 members 
Mstep: Class 29 contains 21130 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941648.000000 Penalty: 106614.398438
Iteration 146Q: 32 clusters Score -1.429416e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 55516 members 
Mstep: Class 3 contains 12476 members 
Mstep: Class 4 contains 42649 members 
Mstep: Class 5 contains 50050 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 65088 members 
Mstep: Class 10 contains 7149 members 
Mstep: Class 11 contains 134585 members 
Mstep: Class 12 contains 6220 members 
Mstep: Class 13 contains 157062 members 
Mstep: Class 14 contains 146636 members 
Mstep: Class 15 contains 48012 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 8800 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 128771 members 
Mstep: Class 20 contains 7847 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5436 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66947 members 
Mstep: Class 25 contains 34585 members 
Mstep: Class 26 contains 3576 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5859 members 
Mstep: Class 29 contains 21140 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941808.000000 Penalty: 106614.398438
Iteration 147Q: 32 clusters Score -1.429418e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 55515 members 
Mstep: Class 3 contains 12473 members 
Mstep: Class 4 contains 42647 members 
Mstep: Class 5 contains 50059 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 65069 members 
Mstep: Class 10 contains 7150 members 
Mstep: Class 11 contains 134570 members 
Mstep: Class 12 contains 6219 members 
Mstep: Class 13 contains 157114 members 
Mstep: Class 14 contains 146623 members 
Mstep: Class 15 contains 48018 members 
Mstep: Class 16 contains 6758 members 
Mstep: Class 17 contains 8792 members 
Mstep: Class 18 contains 2640 members 
Mstep: Class 19 contains 128743 members 
Mstep: Class 20 contains 7852 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5434 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66956 members 
Mstep: Class 25 contains 34575 members 
Mstep: Class 26 contains 3575 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5860 members 
Mstep: Class 29 contains 21155 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941760.000000 Penalty: 106614.398438
Iteration 148Q: 32 clusters Score -1.429418e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 55512 members 
Mstep: Class 3 contains 12471 members 
Mstep: Class 4 contains 42649 members 
Mstep: Class 5 contains 50073 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 65053 members 
Mstep: Class 10 contains 7149 members 
Mstep: Class 11 contains 134562 members 
Mstep: Class 12 contains 6216 members 
Mstep: Class 13 contains 157167 members 
Mstep: Class 14 contains 146604 members 
Mstep: Class 15 contains 48037 members 
Mstep: Class 16 contains 6756 members 
Mstep: Class 17 contains 8788 members 
Mstep: Class 18 contains 2644 members 
Mstep: Class 19 contains 128708 members 
Mstep: Class 20 contains 7857 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66957 members 
Mstep: Class 25 contains 34566 members 
Mstep: Class 26 contains 3575 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 5861 members 
Mstep: Class 29 contains 21166 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941792.000000 Penalty: 106614.398438
Iteration 149Q: 32 clusters Score -1.429418e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 55512 members 
Mstep: Class 3 contains 12473 members 
Mstep: Class 4 contains 42655 members 
Mstep: Class 5 contains 50090 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 65036 members 
Mstep: Class 10 contains 7149 members 
Mstep: Class 11 contains 134537 members 
Mstep: Class 12 contains 6214 members 
Mstep: Class 13 contains 157232 members 
Mstep: Class 14 contains 146581 members 
Mstep: Class 15 contains 48050 members 
Mstep: Class 16 contains 6755 members 
Mstep: Class 17 contains 8779 members 
Mstep: Class 18 contains 2647 members 
Mstep: Class 19 contains 128675 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5422 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66958 members 
Mstep: Class 25 contains 34555 members 
Mstep: Class 26 contains 3576 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 5864 members 
Mstep: Class 29 contains 21173 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941696.000000 Penalty: 106614.398438
Iteration 150Q: 32 clusters Score -1.429417e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 55513 members 
Mstep: Class 3 contains 12473 members 
Mstep: Class 4 contains 42653 members 
Mstep: Class 5 contains 50104 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 65022 members 
Mstep: Class 10 contains 7149 members 
Mstep: Class 11 contains 134512 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 157295 members 
Mstep: Class 14 contains 146576 members 
Mstep: Class 15 contains 48060 members 
Mstep: Class 16 contains 6755 members 
Mstep: Class 17 contains 8772 members 
Mstep: Class 18 contains 2650 members 
Mstep: Class 19 contains 128636 members 
Mstep: Class 20 contains 7865 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5418 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66954 members 
Mstep: Class 25 contains 34546 members 
Mstep: Class 26 contains 3576 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 5865 members 
Mstep: Class 29 contains 21186 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941888.000000 Penalty: 106614.398438
Iteration 151Q: 32 clusters Score -1.429419e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 55507 members 
Mstep: Class 3 contains 12474 members 
Mstep: Class 4 contains 42651 members 
Mstep: Class 5 contains 50118 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64997 members 
Mstep: Class 10 contains 7149 members 
Mstep: Class 11 contains 134493 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 157370 members 
Mstep: Class 14 contains 146561 members 
Mstep: Class 15 contains 48065 members 
Mstep: Class 16 contains 6755 members 
Mstep: Class 17 contains 8759 members 
Mstep: Class 18 contains 2652 members 
Mstep: Class 19 contains 128605 members 
Mstep: Class 20 contains 7866 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5414 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66956 members 
Mstep: Class 25 contains 34538 members 
Mstep: Class 26 contains 3576 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5865 members 
Mstep: Class 29 contains 21200 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941840.000000 Penalty: 106614.398438
Iteration 152Q: 32 clusters Score -1.429418e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 55509 members 
Mstep: Class 3 contains 12475 members 
Mstep: Class 4 contains 42651 members 
Mstep: Class 5 contains 50130 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64979 members 
Mstep: Class 10 contains 7149 members 
Mstep: Class 11 contains 134480 members 
Mstep: Class 12 contains 6209 members 
Mstep: Class 13 contains 157433 members 
Mstep: Class 14 contains 146538 members 
Mstep: Class 15 contains 48070 members 
Mstep: Class 16 contains 6756 members 
Mstep: Class 17 contains 8758 members 
Mstep: Class 18 contains 2655 members 
Mstep: Class 19 contains 128575 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5408 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66956 members 
Mstep: Class 25 contains 34536 members 
Mstep: Class 26 contains 3577 members 
Mstep: Class 27 contains 1823 members 
Mstep: Class 28 contains 5865 members 
Mstep: Class 29 contains 21213 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941808.000000 Penalty: 106614.398438
Iteration 153Q: 32 clusters Score -1.429418e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 55512 members 
Mstep: Class 3 contains 12476 members 
Mstep: Class 4 contains 42652 members 
Mstep: Class 5 contains 50149 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64957 members 
Mstep: Class 10 contains 7150 members 
Mstep: Class 11 contains 134473 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 157504 members 
Mstep: Class 14 contains 146526 members 
Mstep: Class 15 contains 48067 members 
Mstep: Class 16 contains 6756 members 
Mstep: Class 17 contains 8753 members 
Mstep: Class 18 contains 2659 members 
Mstep: Class 19 contains 128528 members 
Mstep: Class 20 contains 7855 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5405 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66953 members 
Mstep: Class 25 contains 34533 members 
Mstep: Class 26 contains 3579 members 
Mstep: Class 27 contains 1823 members 
Mstep: Class 28 contains 5865 members 
Mstep: Class 29 contains 21217 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941792.000000 Penalty: 106614.398438
Iteration 154Q: 32 clusters Score -1.429418e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 55508 members 
Mstep: Class 3 contains 12477 members 
Mstep: Class 4 contains 42652 members 
Mstep: Class 5 contains 50167 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64936 members 
Mstep: Class 10 contains 7151 members 
Mstep: Class 11 contains 134463 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 157574 members 
Mstep: Class 14 contains 146513 members 
Mstep: Class 15 contains 48067 members 
Mstep: Class 16 contains 6755 members 
Mstep: Class 17 contains 8751 members 
Mstep: Class 18 contains 2663 members 
Mstep: Class 19 contains 128492 members 
Mstep: Class 20 contains 7853 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5402 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66945 members 
Mstep: Class 25 contains 34531 members 
Mstep: Class 26 contains 3579 members 
Mstep: Class 27 contains 1823 members 
Mstep: Class 28 contains 5864 members 
Mstep: Class 29 contains 21225 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941888.000000 Penalty: 106614.398438
Iteration 155Q: 32 clusters Score -1.429419e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 55497 members 
Mstep: Class 3 contains 12478 members 
Mstep: Class 4 contains 42647 members 
Mstep: Class 5 contains 50184 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4781 members 
Mstep: Class 9 contains 64924 members 
Mstep: Class 10 contains 7153 members 
Mstep: Class 11 contains 134448 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 157641 members 
Mstep: Class 14 contains 146507 members 
Mstep: Class 15 contains 48069 members 
Mstep: Class 16 contains 6754 members 
Mstep: Class 17 contains 8748 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 128464 members 
Mstep: Class 20 contains 7847 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5397 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66945 members 
Mstep: Class 25 contains 34528 members 
Mstep: Class 26 contains 3580 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 5863 members 
Mstep: Class 29 contains 21230 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941808.000000 Penalty: 106614.398438
Iteration 156Q: 32 clusters Score -1.429418e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 55492 members 
Mstep: Class 3 contains 12478 members 
Mstep: Class 4 contains 42649 members 
Mstep: Class 5 contains 50209 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64913 members 
Mstep: Class 10 contains 7155 members 
Mstep: Class 11 contains 134424 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 157709 members 
Mstep: Class 14 contains 146483 members 
Mstep: Class 15 contains 48077 members 
Mstep: Class 16 contains 6754 members 
Mstep: Class 17 contains 8742 members 
Mstep: Class 18 contains 2668 members 
Mstep: Class 19 contains 128431 members 
Mstep: Class 20 contains 7835 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5395 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66946 members 
Mstep: Class 25 contains 34525 members 
Mstep: Class 26 contains 3581 members 
Mstep: Class 27 contains 1821 members 
Mstep: Class 28 contains 5866 members 
Mstep: Class 29 contains 21237 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941856.000000 Penalty: 106614.398438
Iteration 157Q: 32 clusters Score -1.429419e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 55486 members 
Mstep: Class 3 contains 12477 members 
Mstep: Class 4 contains 42651 members 
Mstep: Class 5 contains 50226 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64903 members 
Mstep: Class 10 contains 7156 members 
Mstep: Class 11 contains 134391 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 157787 members 
Mstep: Class 14 contains 146459 members 
Mstep: Class 15 contains 48086 members 
Mstep: Class 16 contains 6753 members 
Mstep: Class 17 contains 8742 members 
Mstep: Class 18 contains 2672 members 
Mstep: Class 19 contains 128393 members 
Mstep: Class 20 contains 7829 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5393 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66945 members 
Mstep: Class 25 contains 34519 members 
Mstep: Class 26 contains 3581 members 
Mstep: Class 27 contains 1821 members 
Mstep: Class 28 contains 5869 members 
Mstep: Class 29 contains 21254 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941664.000000 Penalty: 106614.398438
Iteration 158Q: 32 clusters Score -1.429417e+08 nChanged 276
Entering ConstructFrom: 
Score: -142941664.000000 Penalty: 106614.398438
Entering ConstructFrom: 
Trying to split cluster 1 (17845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Entering Unmasked Estep 
Score: -2428944.750000 Penalty: 2427.790527
	Iteration 0F: 2 clusters Score -2428945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2416323.750000 Penalty: 4855.581055
	Iteration 0F: 3 clusters Score -2416324 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2420806.500000 Penalty: 4855.581055
	Iteration 1F: 3 clusters Score -2420806 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2421669.250000 Penalty: 4855.581055
	Iteration 2F: 3 clusters Score -2421669 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2422749.000000 Penalty: 4855.581055
	Iteration 3F: 3 clusters Score -2422749 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2424020.500000 Penalty: 4855.581055
	Iteration 4F: 3 clusters Score -2424020 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2425283.750000 Penalty: 4855.581055
	Iteration 5F: 3 clusters Score -2425284 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2426332.250000 Penalty: 4855.581055
	Iteration 6F: 3 clusters Score -2426332 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2426947.250000 Penalty: 4855.581055
	Iteration 7F: 3 clusters Score -2426947 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2427268.500000 Penalty: 4855.581055
	Iteration 8Q: 3 clusters Score -2427268 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2427466.750000 Penalty: 4855.581055
	Iteration 9Q: 3 clusters Score -2427467 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2427600.750000 Penalty: 4855.581055
	Iteration 10Q: 3 clusters Score -2427601 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2427679.250000 Penalty: 4855.581055
	Iteration 11Q: 3 clusters Score -2427679 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2427736.250000 Penalty: 4855.581055
	Iteration 12Q: 3 clusters Score -2427736 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2427776.750000 Penalty: 4855.581055
	Iteration 13Q: 3 clusters Score -2427777 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2427801.500000 Penalty: 4855.581055
	Iteration 14Q: 3 clusters Score -2427802 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2427810.500000 Penalty: 4855.581055
	Iteration 15Q: 3 clusters Score -2427810 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2427829.750000 Penalty: 4855.581055
	Iteration 16Q: 3 clusters Score -2427830 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2427833.750000 Penalty: 4855.581055
	Iteration 17Q: 3 clusters Score -2427834 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2427847.000000 Penalty: 4855.581055
	Iteration 18Q: 3 clusters Score -2427847 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2427840.500000 Penalty: 4855.581055
	Iteration 19Q: 3 clusters Score -2427840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2427848.000000 Penalty: 4855.581055
	Iteration 20F: 3 clusters Score -2427848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2427843.000000 Penalty: 4855.581055
	Iteration 21Q: 3 clusters Score -2427843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2427857.500000 Penalty: 4855.581055
	Iteration 22Q: 3 clusters Score -2427858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2427859.000000 Penalty: 4855.581055
	Iteration 23Q: 3 clusters Score -2427859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2427860.000000 Penalty: 4855.581055
	Iteration 24Q: 3 clusters Score -2427860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2427852.250000 Penalty: 4855.581055
	Iteration 25Q: 3 clusters Score -2427852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2427857.250000 Penalty: 4855.581055
	Iteration 26Q: 3 clusters Score -2427857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2427850.750000 Penalty: 4855.581055
	Iteration 27Q: 3 clusters Score -2427851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2427854.250000 Penalty: 4855.581055
	Iteration 28Q: 3 clusters Score -2427854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2427859.250000 Penalty: 4855.581055
	Iteration 29Q: 3 clusters Score -2427859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2427862.750000 Penalty: 4855.581055
	Iteration 30Q: 3 clusters Score -2427863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2427865.000000 Penalty: 4855.581055
	Iteration 31Q: 3 clusters Score -2427865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2427872.000000 Penalty: 4855.581055
	Iteration 32Q: 3 clusters Score -2427872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2427871.000000 Penalty: 4855.581055
	Iteration 33Q: 3 clusters Score -2427871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2427872.500000 Penalty: 4855.581055
	Iteration 34Q: 3 clusters Score -2427872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2427872.000000 Penalty: 4855.581055
	Iteration 35Q: 3 clusters Score -2427872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2427871.250000 Penalty: 4855.581055
	Iteration 36Q: 3 clusters Score -2427871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2427877.750000 Penalty: 4855.581055
	Iteration 37Q: 3 clusters Score -2427878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2427877.000000 Penalty: 4855.581055
	Iteration 38Q: 3 clusters Score -2427877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2427877.000000 Penalty: 4855.581055
	Iteration 39Q: 3 clusters Score -2427877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2427877.750000 Penalty: 4855.581055
	Iteration 40F: 3 clusters Score -2427878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2427881.000000 Penalty: 4855.581055
	Iteration 41Q: 3 clusters Score -2427881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2427880.750000 Penalty: 4855.581055
	Iteration 42Q: 3 clusters Score -2427881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2427884.750000 Penalty: 4855.581055
	Iteration 43Q: 3 clusters Score -2427885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2427887.750000 Penalty: 4855.581055
	Iteration 44Q: 3 clusters Score -2427888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2427886.000000 Penalty: 4855.581055
	Iteration 45Q: 3 clusters Score -2427886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2427884.750000 Penalty: 4855.581055
	Iteration 46Q: 3 clusters Score -2427885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2427888.250000 Penalty: 4855.581055
	Iteration 47Q: 3 clusters Score -2427888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2427889.250000 Penalty: 4855.581055
	Iteration 48Q: 3 clusters Score -2427889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2427894.250000 Penalty: 4855.581055
	Iteration 49Q: 3 clusters Score -2427894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2427894.500000 Penalty: 4855.581055
	Iteration 50Q: 3 clusters Score -2427894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2427892.000000 Penalty: 4855.581055
	Iteration 51Q: 3 clusters Score -2427892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2427900.000000 Penalty: 4855.581055
	Iteration 52Q: 3 clusters Score -2427900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2427898.500000 Penalty: 4855.581055
	Iteration 53Q: 3 clusters Score -2427898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2427896.000000 Penalty: 4855.581055
	Iteration 54Q: 3 clusters Score -2427896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2427901.500000 Penalty: 4855.581055
	Iteration 55Q: 3 clusters Score -2427902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2427899.750000 Penalty: 4855.581055
	Iteration 56Q: 3 clusters Score -2427900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2427900.500000 Penalty: 4855.581055
	Iteration 57Q: 3 clusters Score -2427900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2427902.500000 Penalty: 4855.581055
	Iteration 58Q: 3 clusters Score -2427902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2427906.000000 Penalty: 4855.581055
	Iteration 59Q: 3 clusters Score -2427906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2427903.500000 Penalty: 4855.581055
	Iteration 60F: 3 clusters Score -2427904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2427902.750000 Penalty: 4855.581055
	Iteration 61Q: 3 clusters Score -2427903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2427903.000000 Penalty: 4855.581055
	Iteration 62Q: 3 clusters Score -2427903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2427903.000000 Penalty: 4855.581055
	Iteration 63Q: 3 clusters Score -2427903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2427903.000000 Penalty: 4855.581055
	Iteration 64F: 3 clusters Score -2427903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (55487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55487 members 
Entering Unmasked Estep 
Score: -7618102.500000 Penalty: 2709.128418
	Iteration 0F: 2 clusters Score -7618102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -7580846.000000 Penalty: 5418.256836
	Iteration 0F: 3 clusters Score -7580846 nChanged 25764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -7595513.000000 Penalty: 5418.256836
	Iteration 1F: 3 clusters Score -7595513 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -7596518.500000 Penalty: 5418.256836
	Iteration 2Q: 3 clusters Score -7596518 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -7598137.000000 Penalty: 5418.256836
	Iteration 3F: 3 clusters Score -7598137 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -7600509.000000 Penalty: 5418.256836
	Iteration 4F: 3 clusters Score -7600509 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -7603311.000000 Penalty: 5418.256836
	Iteration 5F: 3 clusters Score -7603311 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -7605901.500000 Penalty: 5418.256836
	Iteration 6F: 3 clusters Score -7605902 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -7607752.500000 Penalty: 5418.256836
	Iteration 7F: 3 clusters Score -7607752 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -7609039 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -7609968 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7610686 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -7611455.500000 Penalty: 5418.256836
	Iteration 11Q: 3 clusters Score -7611456 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7612320 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -7613074.500000 Penalty: 5418.256836
	Iteration 13Q: 3 clusters Score -7613074 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7613776 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -7614353.500000 Penalty: 5418.256836
	Iteration 15Q: 3 clusters Score -7614354 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -7614786.500000 Penalty: 5418.256836
	Iteration 16Q: 3 clusters Score -7614786 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7615256 nChanged 959
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7615677 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7616098 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -7616394.500000 Penalty: 5418.256836
	Iteration 20F: 3 clusters Score -7616394 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7616701 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7616922 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -7617156.500000 Penalty: 5418.256836
	Iteration 23Q: 3 clusters Score -7617156 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -7617272.000000 Penalty: 5418.256836
	Iteration 24Q: 3 clusters Score -7617272 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -7617396.000000 Penalty: 5418.256836
	Iteration 25Q: 3 clusters Score -7617396 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7617466 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7617543 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -7617593.500000 Penalty: 5418.256836
	Iteration 28Q: 3 clusters Score -7617594 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 46935 members 
Entering Unmasked Estep 
Score: -7617660.500000 Penalty: 5418.256836
	Iteration 29Q: 3 clusters Score -7617660 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -7617690.000000 Penalty: 5418.256836
	Iteration 30Q: 3 clusters Score -7617690 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -7617695.500000 Penalty: 5418.256836
	Iteration 31Q: 3 clusters Score -7617696 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 47490 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7617754 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -7617758.500000 Penalty: 5418.256836
	Iteration 33Q: 3 clusters Score -7617758 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -7617781.000000 Penalty: 5418.256836
	Iteration 34Q: 3 clusters Score -7617781 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -7617761.500000 Penalty: 5418.256836
	Iteration 35Q: 3 clusters Score -7617762 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -7617802.500000 Penalty: 5418.256836
	Iteration 36Q: 3 clusters Score -7617802 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -7617828.000000 Penalty: 5418.256836
	Iteration 37Q: 3 clusters Score -7617828 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -7617830.000000 Penalty: 5418.256836
	Iteration 38Q: 3 clusters Score -7617830 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -7617834.500000 Penalty: 5418.256836
	Iteration 39Q: 3 clusters Score -7617834 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -7617836.500000 Penalty: 5418.256836
	Iteration 40F: 3 clusters Score -7617836 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7617853 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7617860 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7617864 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7617876 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -7617895.000000 Penalty: 5418.256836
	Iteration 45Q: 3 clusters Score -7617895 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -7617898.000000 Penalty: 5418.256836
	Iteration 46Q: 3 clusters Score -7617898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -7617892.500000 Penalty: 5418.256836
	Iteration 47Q: 3 clusters Score -7617892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -7617899.500000 Penalty: 5418.256836
	Iteration 48Q: 3 clusters Score -7617900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 48649 members 
Entering Unmasked Estep 
Score: -7617904.500000 Penalty: 5418.256836
	Iteration 49Q: 3 clusters Score -7617904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -7617901.000000 Penalty: 5418.256836
	Iteration 50Q: 3 clusters Score -7617901 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 48703 members 
Entering Unmasked Estep 
Score: -7617905.500000 Penalty: 5418.256836
	Iteration 51Q: 3 clusters Score -7617906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -7617911.500000 Penalty: 5418.256836
	Iteration 52Q: 3 clusters Score -7617912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7617912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -7617908.500000 Penalty: 5418.256836
	Iteration 54Q: 3 clusters Score -7617908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 48811 members 
Entering Unmasked Estep 
Score: -7617910.500000 Penalty: 5418.256836
	Iteration 55Q: 3 clusters Score -7617910 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -7617926.000000 Penalty: 5418.256836
	Iteration 56Q: 3 clusters Score -7617926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7617926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -7617923.000000 Penalty: 5418.256836
	Iteration 58Q: 3 clusters Score -7617923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 48882 members 
Entering Unmasked Estep 
Score: -7617922.500000 Penalty: 5418.256836
	Iteration 59Q: 3 clusters Score -7617922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -7617925.000000 Penalty: 5418.256836
	Iteration 60F: 3 clusters Score -7617925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -7617933.000000 Penalty: 5418.256836
	Iteration 61Q: 3 clusters Score -7617933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -7617934.000000 Penalty: 5418.256836
	Iteration 62Q: 3 clusters Score -7617934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -7617928.500000 Penalty: 5418.256836
	Iteration 63Q: 3 clusters Score -7617928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -7617923.000000 Penalty: 5418.256836
	Iteration 64Q: 3 clusters Score -7617923 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7617933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -7617924.500000 Penalty: 5418.256836
	Iteration 66Q: 3 clusters Score -7617924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -7617929.000000 Penalty: 5418.256836
	Iteration 67Q: 3 clusters Score -7617929 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7617928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -7617937.500000 Penalty: 5418.256836
	Iteration 69Q: 3 clusters Score -7617938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 48972 members 
Entering Unmasked Estep 
Score: -7617948.500000 Penalty: 5418.256836
	Iteration 70Q: 3 clusters Score -7617948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 48982 members 
Entering Unmasked Estep 
Score: -7617950.500000 Penalty: 5418.256836
	Iteration 71Q: 3 clusters Score -7617950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -7617946.500000 Penalty: 5418.256836
	Iteration 72Q: 3 clusters Score -7617946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -7617944.500000 Penalty: 5418.256836
	Iteration 73Q: 3 clusters Score -7617944 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7617944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -7617943.000000 Penalty: 5418.256836
	Iteration 75Q: 3 clusters Score -7617943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -7617942.500000 Penalty: 5418.256836
	Iteration 76Q: 3 clusters Score -7617942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -7617936.500000 Penalty: 5418.256836
	Iteration 77Q: 3 clusters Score -7617936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 49027 members 
Entering Unmasked Estep 
Score: -7617941.500000 Penalty: 5418.256836
	Iteration 78Q: 3 clusters Score -7617942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -7617941.000000 Penalty: 5418.256836
	Iteration 79Q: 3 clusters Score -7617941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -7617938.500000 Penalty: 5418.256836
	Iteration 80F: 3 clusters Score -7617938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -7617949.500000 Penalty: 5418.256836
	Iteration 81Q: 3 clusters Score -7617950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -7617939.500000 Penalty: 5418.256836
	Iteration 82Q: 3 clusters Score -7617940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -7617942.500000 Penalty: 5418.256836
	Iteration 83Q: 3 clusters Score -7617942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7617944 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7617942 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7617942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -7617943.500000 Penalty: 5418.256836
	Iteration 87Q: 3 clusters Score -7617944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 49211 members 
Entering Unmasked Estep 
Score: -7617957.500000 Penalty: 5418.256836
	Iteration 88Q: 3 clusters Score -7617958 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -7617945.500000 Penalty: 5418.256836
	Iteration 89Q: 3 clusters Score -7617946 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -7617947.500000 Penalty: 5418.256836
	Iteration 90Q: 3 clusters Score -7617948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 49259 members 
Entering Unmasked Estep 
Score: -7617945.500000 Penalty: 5418.256836
	Iteration 91Q: 3 clusters Score -7617946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -7617950.500000 Penalty: 5418.256836
	Iteration 92Q: 3 clusters Score -7617950 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -7617962.500000 Penalty: 5418.256836
	Iteration 93Q: 3 clusters Score -7617962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -7617969.500000 Penalty: 5418.256836
	Iteration 94Q: 3 clusters Score -7617970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -7617956.000000 Penalty: 5418.256836
	Iteration 95Q: 3 clusters Score -7617956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 49326 members 
Entering Unmasked Estep 
Score: -7617959.500000 Penalty: 5418.256836
	Iteration 96Q: 3 clusters Score -7617960 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -7617966.000000 Penalty: 5418.256836
	Iteration 97Q: 3 clusters Score -7617966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -7617962.000000 Penalty: 5418.256836
	Iteration 98Q: 3 clusters Score -7617962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 49352 members 
Entering Unmasked Estep 
Score: -7617962.500000 Penalty: 5418.256836
	Iteration 99Q: 3 clusters Score -7617962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -7617967.000000 Penalty: 5418.256836
	Iteration 100F: 3 clusters Score -7617967 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 49377 members 
Entering Unmasked Estep 
Score: -7617973.000000 Penalty: 5418.256836
	Iteration 101Q: 3 clusters Score -7617973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
Score: -7617970.500000 Penalty: 5418.256836
	Iteration 102Q: 3 clusters Score -7617970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -7617964.500000 Penalty: 5418.256836
	Iteration 103Q: 3 clusters Score -7617964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -7617965.000000 Penalty: 5418.256836
	Iteration 104Q: 3 clusters Score -7617965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -7617961.000000 Penalty: 5418.256836
	Iteration 105Q: 3 clusters Score -7617961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
Score: -7617954.000000 Penalty: 5418.256836
	Iteration 106Q: 3 clusters Score -7617954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -7617957.500000 Penalty: 5418.256836
	Iteration 107Q: 3 clusters Score -7617958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -7617957.500000 Penalty: 5418.256836
	Iteration 108F: 3 clusters Score -7617958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Entering Unmasked Estep 
Score: -1671305.625000 Penalty: 2338.967529
	Iteration 0F: 2 clusters Score -1671306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1662071.375000 Penalty: 4677.935059
	Iteration 0F: 3 clusters Score -1662071 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1665245.500000 Penalty: 4677.935059
	Iteration 1F: 3 clusters Score -1665246 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1666185.625000 Penalty: 4677.935059
	Iteration 2F: 3 clusters Score -1666186 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1667034.250000 Penalty: 4677.935059
	Iteration 3F: 3 clusters Score -1667034 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1667596.875000 Penalty: 4677.935059
	Iteration 4F: 3 clusters Score -1667597 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1667926.875000 Penalty: 4677.935059
	Iteration 5F: 3 clusters Score -1667927 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1668152.750000 Penalty: 4677.935059
	Iteration 6Q: 3 clusters Score -1668153 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1668311.125000 Penalty: 4677.935059
	Iteration 7Q: 3 clusters Score -1668311 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1668438.250000 Penalty: 4677.935059
	Iteration 8Q: 3 clusters Score -1668438 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1668550.750000 Penalty: 4677.935059
	Iteration 9Q: 3 clusters Score -1668551 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1668658.000000 Penalty: 4677.935059
	Iteration 10Q: 3 clusters Score -1668658 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1668761.875000 Penalty: 4677.935059
	Iteration 11Q: 3 clusters Score -1668762 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1668871.500000 Penalty: 4677.935059
	Iteration 12Q: 3 clusters Score -1668872 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1668976.375000 Penalty: 4677.935059
	Iteration 13Q: 3 clusters Score -1668976 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1669077.125000 Penalty: 4677.935059
	Iteration 14Q: 3 clusters Score -1669077 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1669169.000000 Penalty: 4677.935059
	Iteration 15Q: 3 clusters Score -1669169 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1669273.250000 Penalty: 4677.935059
	Iteration 16Q: 3 clusters Score -1669273 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1669377.625000 Penalty: 4677.935059
	Iteration 17Q: 3 clusters Score -1669378 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1669491.000000 Penalty: 4677.935059
	Iteration 18Q: 3 clusters Score -1669491 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1669610.125000 Penalty: 4677.935059
	Iteration 19Q: 3 clusters Score -1669610 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1669724.625000 Penalty: 4677.935059
	Iteration 20F: 3 clusters Score -1669725 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1669828.500000 Penalty: 4677.935059
	Iteration 21Q: 3 clusters Score -1669828 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1669922.000000 Penalty: 4677.935059
	Iteration 22Q: 3 clusters Score -1669922 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1670014.875000 Penalty: 4677.935059
	Iteration 23Q: 3 clusters Score -1670015 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1670115.125000 Penalty: 4677.935059
	Iteration 24Q: 3 clusters Score -1670115 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1670207.250000 Penalty: 4677.935059
	Iteration 25Q: 3 clusters Score -1670207 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1670345.375000 Penalty: 4677.935059
	Iteration 26Q: 3 clusters Score -1670345 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1670544.375000 Penalty: 4677.935059
	Iteration 27Q: 3 clusters Score -1670544 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1670763.625000 Penalty: 4677.935059
	Iteration 28Q: 3 clusters Score -1670764 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1670964.875000 Penalty: 4677.935059
	Iteration 29Q: 3 clusters Score -1670965 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1671120.000000 Penalty: 4677.935059
	Iteration 30Q: 3 clusters Score -1671120 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1671213.375000 Penalty: 4677.935059
	Iteration 31Q: 3 clusters Score -1671213 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1671266.625000 Penalty: 4677.935059
	Iteration 32Q: 3 clusters Score -1671267 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1671303.750000 Penalty: 4677.935059
	Iteration 33Q: 3 clusters Score -1671304 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1671340.250000 Penalty: 4677.935059
	Iteration 34Q: 3 clusters Score -1671340 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1671364.250000 Penalty: 4677.935059
	Iteration 35Q: 3 clusters Score -1671364 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1671382.750000 Penalty: 4677.935059
	Iteration 36Q: 3 clusters Score -1671383 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1671386.125000 Penalty: 4677.935059
	Iteration 37Q: 3 clusters Score -1671386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1671386.125000 Penalty: 4677.935059
	Iteration 38Q: 3 clusters Score -1671386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1671388.750000 Penalty: 4677.935059
	Iteration 39Q: 3 clusters Score -1671389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1671406.750000 Penalty: 4677.935059
	Iteration 40F: 3 clusters Score -1671407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1671409.000000 Penalty: 4677.935059
	Iteration 41Q: 3 clusters Score -1671409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1671412.625000 Penalty: 4677.935059
	Iteration 42Q: 3 clusters Score -1671413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1671417.875000 Penalty: 4677.935059
	Iteration 43Q: 3 clusters Score -1671418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1671420.500000 Penalty: 4677.935059
	Iteration 44Q: 3 clusters Score -1671420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1671422.375000 Penalty: 4677.935059
	Iteration 45Q: 3 clusters Score -1671422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1671425.375000 Penalty: 4677.935059
	Iteration 46Q: 3 clusters Score -1671425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1671427.750000 Penalty: 4677.935059
	Iteration 47Q: 3 clusters Score -1671428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1671432.750000 Penalty: 4677.935059
	Iteration 48Q: 3 clusters Score -1671433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1671435.125000 Penalty: 4677.935059
	Iteration 49Q: 3 clusters Score -1671435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1671434.625000 Penalty: 4677.935059
	Iteration 50Q: 3 clusters Score -1671435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1671439.125000 Penalty: 4677.935059
	Iteration 51Q: 3 clusters Score -1671439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1671438.750000 Penalty: 4677.935059
	Iteration 52Q: 3 clusters Score -1671439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1671441.375000 Penalty: 4677.935059
	Iteration 53Q: 3 clusters Score -1671441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1671445.375000 Penalty: 4677.935059
	Iteration 54Q: 3 clusters Score -1671445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1671446.750000 Penalty: 4677.935059
	Iteration 55Q: 3 clusters Score -1671447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1671451.375000 Penalty: 4677.935059
	Iteration 56Q: 3 clusters Score -1671451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1671453.625000 Penalty: 4677.935059
	Iteration 57Q: 3 clusters Score -1671454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1671455.750000 Penalty: 4677.935059
	Iteration 58Q: 3 clusters Score -1671456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1671455.750000 Penalty: 4677.935059
	Iteration 59F: 3 clusters Score -1671456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 55487 members 
Mstep: Class 3 contains 2658 members 
Mstep: Class 4 contains 42653 members 
Mstep: Class 5 contains 50241 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64891 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134365 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 157849 members 
Mstep: Class 14 contains 146433 members 
Mstep: Class 15 contains 48097 members 
Mstep: Class 16 contains 6753 members 
Mstep: Class 17 contains 8738 members 
Mstep: Class 18 contains 2680 members 
Mstep: Class 19 contains 128358 members 
Mstep: Class 20 contains 7823 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5392 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66952 members 
Mstep: Class 25 contains 34513 members 
Mstep: Class 26 contains 3581 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 5870 members 
Mstep: Class 29 contains 21268 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Mstep: Class 32 contains 9815 members 
Entering Unmasked Estep 
Score: -142940480.000000 Penalty: 110053.570312
Splitting cluster 3 changes total score from -142941664.000000 to -142940480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (42653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Entering Unmasked Estep 
Score: -5767380.000000 Penalty: 2643.891357
	Iteration 0F: 2 clusters Score -5767380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -5738351.500000 Penalty: 5287.782715
	Iteration 0F: 3 clusters Score -5738352 nChanged 19698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -5749329.500000 Penalty: 5287.782715
	Iteration 1F: 3 clusters Score -5749330 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -5749806.500000 Penalty: 5287.782715
	Iteration 2Q: 3 clusters Score -5749806 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -5750235.000000 Penalty: 5287.782715
	Iteration 3Q: 3 clusters Score -5750235 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -5750595.500000 Penalty: 5287.782715
	Iteration 4Q: 3 clusters Score -5750596 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -5750925.500000 Penalty: 5287.782715
	Iteration 5Q: 3 clusters Score -5750926 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -5751193.500000 Penalty: 5287.782715
	Iteration 6Q: 3 clusters Score -5751194 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -5751466.500000 Penalty: 5287.782715
	Iteration 7Q: 3 clusters Score -5751466 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -5751816.000000 Penalty: 5287.782715
	Iteration 8Q: 3 clusters Score -5751816 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -5752241.000000 Penalty: 5287.782715
	Iteration 9Q: 3 clusters Score -5752241 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -5752848.500000 Penalty: 5287.782715
	Iteration 10Q: 3 clusters Score -5752848 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -5753856.500000 Penalty: 5287.782715
	Iteration 11Q: 3 clusters Score -5753856 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -5755365.000000 Penalty: 5287.782715
	Iteration 12F: 3 clusters Score -5755365 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -5757348.000000 Penalty: 5287.782715
	Iteration 13F: 3 clusters Score -5757348 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -5759678.500000 Penalty: 5287.782715
	Iteration 14F: 3 clusters Score -5759678 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -5761805.000000 Penalty: 5287.782715
	Iteration 15F: 3 clusters Score -5761805 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -5763345.000000 Penalty: 5287.782715
	Iteration 16Q: 3 clusters Score -5763345 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -5764239.000000 Penalty: 5287.782715
	Iteration 17Q: 3 clusters Score -5764239 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -5764628.000000 Penalty: 5287.782715
	Iteration 18Q: 3 clusters Score -5764628 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -5764841.500000 Penalty: 5287.782715
	Iteration 19Q: 3 clusters Score -5764842 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -5764951.500000 Penalty: 5287.782715
	Iteration 20F: 3 clusters Score -5764952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -5764998.500000 Penalty: 5287.782715
	Iteration 21Q: 3 clusters Score -5764998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -5765021.000000 Penalty: 5287.782715
	Iteration 22Q: 3 clusters Score -5765021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -5765043.000000 Penalty: 5287.782715
	Iteration 23Q: 3 clusters Score -5765043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -5765062.500000 Penalty: 5287.782715
	Iteration 24Q: 3 clusters Score -5765062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -5765063.000000 Penalty: 5287.782715
	Iteration 25Q: 3 clusters Score -5765063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -5765081.500000 Penalty: 5287.782715
	Iteration 26Q: 3 clusters Score -5765082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -5765077.500000 Penalty: 5287.782715
	Iteration 27Q: 3 clusters Score -5765078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -5765079.500000 Penalty: 5287.782715
	Iteration 28Q: 3 clusters Score -5765080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -5765079.500000 Penalty: 5287.782715
	Iteration 29F: 3 clusters Score -5765080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Entering Unmasked Estep 
Score: -7053219.000000 Penalty: 2684.497559
	Iteration 0F: 2 clusters Score -7053219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -7019553.000000 Penalty: 5368.995117
	Iteration 0F: 3 clusters Score -7019553 nChanged 23301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -7032962.500000 Penalty: 5368.995117
	Iteration 1F: 3 clusters Score -7032962 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -7034145.500000 Penalty: 5368.995117
	Iteration 2F: 3 clusters Score -7034146 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -7035798.500000 Penalty: 5368.995117
	Iteration 3F: 3 clusters Score -7035798 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -7038046.000000 Penalty: 5368.995117
	Iteration 4F: 3 clusters Score -7038046 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -7040820.000000 Penalty: 5368.995117
	Iteration 5F: 3 clusters Score -7040820 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -7043850.500000 Penalty: 5368.995117
	Iteration 6F: 3 clusters Score -7043850 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -7046453.000000 Penalty: 5368.995117
	Iteration 7F: 3 clusters Score -7046453 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -7048221.000000 Penalty: 5368.995117
	Iteration 8Q: 3 clusters Score -7048221 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -7049045.500000 Penalty: 5368.995117
	Iteration 9Q: 3 clusters Score -7049046 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -7049444.000000 Penalty: 5368.995117
	Iteration 10Q: 3 clusters Score -7049444 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -7049739.500000 Penalty: 5368.995117
	Iteration 11Q: 3 clusters Score -7049740 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -7049886.000000 Penalty: 5368.995117
	Iteration 12Q: 3 clusters Score -7049886 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -7049998.000000 Penalty: 5368.995117
	Iteration 13Q: 3 clusters Score -7049998 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -7050111.500000 Penalty: 5368.995117
	Iteration 14Q: 3 clusters Score -7050112 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -7050188.500000 Penalty: 5368.995117
	Iteration 15Q: 3 clusters Score -7050188 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -7050258.000000 Penalty: 5368.995117
	Iteration 16Q: 3 clusters Score -7050258 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -7050304.000000 Penalty: 5368.995117
	Iteration 17Q: 3 clusters Score -7050304 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -7050361.500000 Penalty: 5368.995117
	Iteration 18Q: 3 clusters Score -7050362 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -7050410.500000 Penalty: 5368.995117
	Iteration 19Q: 3 clusters Score -7050410 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -7050461.000000 Penalty: 5368.995117
	Iteration 20F: 3 clusters Score -7050461 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -7050501.000000 Penalty: 5368.995117
	Iteration 21Q: 3 clusters Score -7050501 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -7050546.500000 Penalty: 5368.995117
	Iteration 22Q: 3 clusters Score -7050546 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -7050606.000000 Penalty: 5368.995117
	Iteration 23Q: 3 clusters Score -7050606 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -7050658.500000 Penalty: 5368.995117
	Iteration 24Q: 3 clusters Score -7050658 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -7050708.500000 Penalty: 5368.995117
	Iteration 25Q: 3 clusters Score -7050708 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -7050758.500000 Penalty: 5368.995117
	Iteration 26Q: 3 clusters Score -7050758 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -7050776.000000 Penalty: 5368.995117
	Iteration 27Q: 3 clusters Score -7050776 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -7050795.500000 Penalty: 5368.995117
	Iteration 28Q: 3 clusters Score -7050796 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -7050827.000000 Penalty: 5368.995117
	Iteration 29Q: 3 clusters Score -7050827 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -7050860.000000 Penalty: 5368.995117
	Iteration 30Q: 3 clusters Score -7050860 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -7050884.500000 Penalty: 5368.995117
	Iteration 31Q: 3 clusters Score -7050884 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -7050907.000000 Penalty: 5368.995117
	Iteration 32Q: 3 clusters Score -7050907 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -7050917.500000 Penalty: 5368.995117
	Iteration 33Q: 3 clusters Score -7050918 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -7050914.500000 Penalty: 5368.995117
	Iteration 34Q: 3 clusters Score -7050914 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -7050915.500000 Penalty: 5368.995117
	Iteration 35Q: 3 clusters Score -7050916 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -7050935.000000 Penalty: 5368.995117
	Iteration 36Q: 3 clusters Score -7050935 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -7050958.500000 Penalty: 5368.995117
	Iteration 37Q: 3 clusters Score -7050958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -7050971.500000 Penalty: 5368.995117
	Iteration 38Q: 3 clusters Score -7050972 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -7050984.000000 Penalty: 5368.995117
	Iteration 39Q: 3 clusters Score -7050984 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -7050983.000000 Penalty: 5368.995117
	Iteration 40F: 3 clusters Score -7050983 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -7050993.000000 Penalty: 5368.995117
	Iteration 41Q: 3 clusters Score -7050993 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -7051005.000000 Penalty: 5368.995117
	Iteration 42Q: 3 clusters Score -7051005 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -7051010.000000 Penalty: 5368.995117
	Iteration 43Q: 3 clusters Score -7051010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -7051021.500000 Penalty: 5368.995117
	Iteration 44Q: 3 clusters Score -7051022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -7051034.000000 Penalty: 5368.995117
	Iteration 45Q: 3 clusters Score -7051034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7051032.000000 Penalty: 5368.995117
	Iteration 46Q: 3 clusters Score -7051032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -7051044.000000 Penalty: 5368.995117
	Iteration 47Q: 3 clusters Score -7051044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -7051042.000000 Penalty: 5368.995117
	Iteration 48Q: 3 clusters Score -7051042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -7051056.000000 Penalty: 5368.995117
	Iteration 49Q: 3 clusters Score -7051056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -7051064.000000 Penalty: 5368.995117
	Iteration 50Q: 3 clusters Score -7051064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7051069.500000 Penalty: 5368.995117
	Iteration 51Q: 3 clusters Score -7051070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -7051070.000000 Penalty: 5368.995117
	Iteration 52Q: 3 clusters Score -7051070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -7051086.000000 Penalty: 5368.995117
	Iteration 53Q: 3 clusters Score -7051086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -7051080.500000 Penalty: 5368.995117
	Iteration 54Q: 3 clusters Score -7051080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48605 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -7051087.000000 Penalty: 5368.995117
	Iteration 55Q: 3 clusters Score -7051087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -7051090.000000 Penalty: 5368.995117
	Iteration 56Q: 3 clusters Score -7051090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -7051090.500000 Penalty: 5368.995117
	Iteration 57Q: 3 clusters Score -7051090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -7051089.000000 Penalty: 5368.995117
	Iteration 58Q: 3 clusters Score -7051089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -7051098.500000 Penalty: 5368.995117
	Iteration 59Q: 3 clusters Score -7051098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -7051101.500000 Penalty: 5368.995117
	Iteration 60F: 3 clusters Score -7051102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -112777.250000 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -112777.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -110957.070312 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -110957.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -111238.851562 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -111238.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -111322.226562 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -111322.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -111419.375000 Penalty: 3357.742432
	Iteration 3Q: 3 clusters Score -111419.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -111489.906250 Penalty: 3357.742432
	Iteration 4Q: 3 clusters Score -111489.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -111561.132812 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -111561.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -111703.695312 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -111703.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -111909.507812 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -111909.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -112155.093750 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -112155.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -112285.828125 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -112285.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -112385.929688 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -112385.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -112472.421875 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -112472.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -112608.031250 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -112608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -112700.281250 Penalty: 3357.742432
	Iteration 13Q: 3 clusters Score -112700.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -112755.320312 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -112755.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -112764.820312 Penalty: 3357.742432
	Iteration 15Q: 3 clusters Score -112764.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -112769.062500 Penalty: 3357.742432
	Iteration 16Q: 3 clusters Score -112769.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -112771.140625 Penalty: 3357.742432
	Iteration 17Q: 3 clusters Score -112771.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -112772.828125 Penalty: 3357.742432
	Iteration 18Q: 3 clusters Score -112772.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -112772.828125 Penalty: 3357.742432
	Iteration 19F: 3 clusters Score -112772.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -142959.906250 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -142959.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -141027.328125 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -141027.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -141441.093750 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -141441.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -141744.000000 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -141744 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -142092.578125 Penalty: 3477.562012
	Iteration 3F: 3 clusters Score -142092.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -142380.937500 Penalty: 3477.562012
	Iteration 4F: 3 clusters Score -142380.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -142556.875000 Penalty: 3477.562012
	Iteration 5Q: 3 clusters Score -142556.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -142639.187500 Penalty: 3477.562012
	Iteration 6Q: 3 clusters Score -142639.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -142719.328125 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -142719.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -142841.703125 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -142841.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -142954.593750 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -142954.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -143014.250000 Penalty: 3477.562012
	Iteration 10Q: 3 clusters Score -143014.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -143032.765625 Penalty: 3477.562012
	Iteration 11Q: 3 clusters Score -143032.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -143045.250000 Penalty: 3477.562012
	Iteration 12Q: 3 clusters Score -143045.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -143062.968750 Penalty: 3477.562012
	Iteration 13Q: 3 clusters Score -143063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -143070.843750 Penalty: 3477.562012
	Iteration 14Q: 3 clusters Score -143070.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -143080.062500 Penalty: 3477.562012
	Iteration 15Q: 3 clusters Score -143080.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -143084.140625 Penalty: 3477.562012
	Iteration 16Q: 3 clusters Score -143084.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -143087.234375 Penalty: 3477.562012
	Iteration 17Q: 3 clusters Score -143087.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -143087.234375 Penalty: 3477.562012
	Iteration 18F: 3 clusters Score -143087.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 55487 members 
Mstep: Class 3 contains 12473 members 
Mstep: Class 4 contains 42653 members 
Mstep: Class 5 contains 50241 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 484 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64891 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134365 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 157849 members 
Mstep: Class 14 contains 146433 members 
Mstep: Class 15 contains 48097 members 
Mstep: Class 16 contains 6753 members 
Mstep: Class 17 contains 8738 members 
Mstep: Class 18 contains 2680 members 
Mstep: Class 19 contains 128358 members 
Mstep: Class 20 contains 7823 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5392 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66952 members 
Mstep: Class 25 contains 34513 members 
Mstep: Class 26 contains 3581 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 5870 members 
Mstep: Class 29 contains 21268 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Mstep: Class 32 contains 625 members 
Entering Unmasked Estep 
Score: -142940000.000000 Penalty: 110053.570312
Splitting cluster 7 changes total score from -142941664.000000 to -142940000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -656177.000000 Penalty: 2101.208252
	Iteration 0F: 2 clusters Score -656177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -651843.000000 Penalty: 4202.416504
	Iteration 0F: 3 clusters Score -651843 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -652786.187500 Penalty: 4202.416504
	Iteration 1F: 3 clusters Score -652786.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -652968.187500 Penalty: 4202.416504
	Iteration 2F: 3 clusters Score -652968.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -653087.937500 Penalty: 4202.416504
	Iteration 3Q: 3 clusters Score -653087.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -653184.312500 Penalty: 4202.416504
	Iteration 4Q: 3 clusters Score -653184.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -653265.437500 Penalty: 4202.416504
	Iteration 5Q: 3 clusters Score -653265.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -653334.375000 Penalty: 4202.416504
	Iteration 6Q: 3 clusters Score -653334.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -653391.562500 Penalty: 4202.416504
	Iteration 7Q: 3 clusters Score -653391.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -653458.750000 Penalty: 4202.416504
	Iteration 8Q: 3 clusters Score -653458.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -653524.812500 Penalty: 4202.416504
	Iteration 9Q: 3 clusters Score -653524.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -653588.875000 Penalty: 4202.416504
	Iteration 10Q: 3 clusters Score -653588.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -653665.000000 Penalty: 4202.416504
	Iteration 11Q: 3 clusters Score -653665 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -653745.437500 Penalty: 4202.416504
	Iteration 12Q: 3 clusters Score -653745.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -653836.937500 Penalty: 4202.416504
	Iteration 13Q: 3 clusters Score -653836.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -653922.625000 Penalty: 4202.416504
	Iteration 14Q: 3 clusters Score -653922.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -653995.812500 Penalty: 4202.416504
	Iteration 15Q: 3 clusters Score -653995.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -654048.875000 Penalty: 4202.416504
	Iteration 16Q: 3 clusters Score -654048.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -654098.375000 Penalty: 4202.416504
	Iteration 17Q: 3 clusters Score -654098.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -654144.687500 Penalty: 4202.416504
	Iteration 18Q: 3 clusters Score -654144.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -654195.562500 Penalty: 4202.416504
	Iteration 19Q: 3 clusters Score -654195.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -654244.875000 Penalty: 4202.416504
	Iteration 20F: 3 clusters Score -654244.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -654288.187500 Penalty: 4202.416504
	Iteration 21Q: 3 clusters Score -654288.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -654328.562500 Penalty: 4202.416504
	Iteration 22Q: 3 clusters Score -654328.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -654368.312500 Penalty: 4202.416504
	Iteration 23Q: 3 clusters Score -654368.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -654399.312500 Penalty: 4202.416504
	Iteration 24Q: 3 clusters Score -654399.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -654421.250000 Penalty: 4202.416504
	Iteration 25Q: 3 clusters Score -654421.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -654442.125000 Penalty: 4202.416504
	Iteration 26Q: 3 clusters Score -654442.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -654457.625000 Penalty: 4202.416504
	Iteration 27Q: 3 clusters Score -654457.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -654476.562500 Penalty: 4202.416504
	Iteration 28Q: 3 clusters Score -654476.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -654487.187500 Penalty: 4202.416504
	Iteration 29Q: 3 clusters Score -654487.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -654498.562500 Penalty: 4202.416504
	Iteration 30Q: 3 clusters Score -654498.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -654510.062500 Penalty: 4202.416504
	Iteration 31Q: 3 clusters Score -654510.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -654511.250000 Penalty: 4202.416504
	Iteration 32Q: 3 clusters Score -654511.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -654513.500000 Penalty: 4202.416504
	Iteration 33Q: 3 clusters Score -654513.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -654513.500000 Penalty: 4202.416504
	Iteration 34F: 3 clusters Score -654513.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (64891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64891 members 
Entering Unmasked Estep 
Score: -9087743.000000 Penalty: 2747.955078
	Iteration 0F: 2 clusters Score -9087743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -9044406.000000 Penalty: 5495.910156
	Iteration 0F: 3 clusters Score -9044406 nChanged 30213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -9061449.000000 Penalty: 5495.910156
	Iteration 1F: 3 clusters Score -9061449 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -9062189.000000 Penalty: 5495.910156
	Iteration 2Q: 3 clusters Score -9062189 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -9063217.000000 Penalty: 5495.910156
	Iteration 3Q: 3 clusters Score -9063217 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -9064619.000000 Penalty: 5495.910156
	Iteration 4Q: 3 clusters Score -9064619 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -9066547.000000 Penalty: 5495.910156
	Iteration 5F: 3 clusters Score -9066547 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -9069203.000000 Penalty: 5495.910156
	Iteration 6F: 3 clusters Score -9069203 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -9072602.000000 Penalty: 5495.910156
	Iteration 7F: 3 clusters Score -9072602 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -9076317.000000 Penalty: 5495.910156
	Iteration 8F: 3 clusters Score -9076317 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -9079428.000000 Penalty: 5495.910156
	Iteration 9F: 3 clusters Score -9079428 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
Score: -9081134.000000 Penalty: 5495.910156
	Iteration 10Q: 3 clusters Score -9081134 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -9081903.000000 Penalty: 5495.910156
	Iteration 11Q: 3 clusters Score -9081903 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -9082313.000000 Penalty: 5495.910156
	Iteration 12Q: 3 clusters Score -9082313 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 53345 members 
Entering Unmasked Estep 
Score: -9082574.000000 Penalty: 5495.910156
	Iteration 13Q: 3 clusters Score -9082574 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -9082775.000000 Penalty: 5495.910156
	Iteration 14Q: 3 clusters Score -9082775 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 54551 members 
Entering Unmasked Estep 
Score: -9082962.000000 Penalty: 5495.910156
	Iteration 15Q: 3 clusters Score -9082962 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 55063 members 
Entering Unmasked Estep 
Score: -9083137.000000 Penalty: 5495.910156
	Iteration 16Q: 3 clusters Score -9083137 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 55581 members 
Entering Unmasked Estep 
Score: -9083294.000000 Penalty: 5495.910156
	Iteration 17Q: 3 clusters Score -9083294 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
Score: -9083476.000000 Penalty: 5495.910156
	Iteration 18Q: 3 clusters Score -9083476 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 56562 members 
Entering Unmasked Estep 
Score: -9083614.000000 Penalty: 5495.910156
	Iteration 19Q: 3 clusters Score -9083614 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -9083728.000000 Penalty: 5495.910156
	Iteration 20F: 3 clusters Score -9083728 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 57411 members 
Entering Unmasked Estep 
Score: -9083811.000000 Penalty: 5495.910156
	Iteration 21Q: 3 clusters Score -9083811 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 57774 members 
Entering Unmasked Estep 
Score: -9083950.000000 Penalty: 5495.910156
	Iteration 22Q: 3 clusters Score -9083950 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 58157 members 
Entering Unmasked Estep 
Score: -9084071.000000 Penalty: 5495.910156
	Iteration 23Q: 3 clusters Score -9084071 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 58482 members 
Entering Unmasked Estep 
Score: -9084153.000000 Penalty: 5495.910156
	Iteration 24Q: 3 clusters Score -9084153 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 58782 members 
Entering Unmasked Estep 
Score: -9084245.000000 Penalty: 5495.910156
	Iteration 25Q: 3 clusters Score -9084245 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 59072 members 
Entering Unmasked Estep 
Score: -9084327.000000 Penalty: 5495.910156
	Iteration 26Q: 3 clusters Score -9084327 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 59335 members 
Entering Unmasked Estep 
Score: -9084402.000000 Penalty: 5495.910156
	Iteration 27Q: 3 clusters Score -9084402 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -9084426.000000 Penalty: 5495.910156
	Iteration 28Q: 3 clusters Score -9084426 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 59815 members 
Entering Unmasked Estep 
Score: -9084484.000000 Penalty: 5495.910156
	Iteration 29Q: 3 clusters Score -9084484 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 60035 members 
Entering Unmasked Estep 
Score: -9084553.000000 Penalty: 5495.910156
	Iteration 30Q: 3 clusters Score -9084553 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 60269 members 
Entering Unmasked Estep 
Score: -9084642.000000 Penalty: 5495.910156
	Iteration 31Q: 3 clusters Score -9084642 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 60488 members 
Entering Unmasked Estep 
Score: -9084712.000000 Penalty: 5495.910156
	Iteration 32Q: 3 clusters Score -9084712 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -9084755.000000 Penalty: 5495.910156
	Iteration 33Q: 3 clusters Score -9084755 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 60877 members 
Entering Unmasked Estep 
Score: -9084823.000000 Penalty: 5495.910156
	Iteration 34Q: 3 clusters Score -9084823 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 61039 members 
Entering Unmasked Estep 
Score: -9084875.000000 Penalty: 5495.910156
	Iteration 35Q: 3 clusters Score -9084875 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 61185 members 
Entering Unmasked Estep 
Score: -9084895.000000 Penalty: 5495.910156
	Iteration 36Q: 3 clusters Score -9084895 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 61322 members 
Entering Unmasked Estep 
Score: -9084935.000000 Penalty: 5495.910156
	Iteration 37Q: 3 clusters Score -9084935 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 61454 members 
Entering Unmasked Estep 
Score: -9085000.000000 Penalty: 5495.910156
	Iteration 38Q: 3 clusters Score -9085000 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 61574 members 
Entering Unmasked Estep 
Score: -9085027.000000 Penalty: 5495.910156
	Iteration 39Q: 3 clusters Score -9085027 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 61676 members 
Entering Unmasked Estep 
Score: -9085037.000000 Penalty: 5495.910156
	Iteration 40F: 3 clusters Score -9085037 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 61756 members 
Entering Unmasked Estep 
Score: -9085040.000000 Penalty: 5495.910156
	Iteration 41Q: 3 clusters Score -9085040 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 61835 members 
Entering Unmasked Estep 
Score: -9085051.000000 Penalty: 5495.910156
	Iteration 42Q: 3 clusters Score -9085051 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 61904 members 
Entering Unmasked Estep 
Score: -9085055.000000 Penalty: 5495.910156
	Iteration 43Q: 3 clusters Score -9085055 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
Score: -9085076.000000 Penalty: 5495.910156
	Iteration 44Q: 3 clusters Score -9085076 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 62041 members 
Entering Unmasked Estep 
Score: -9085111.000000 Penalty: 5495.910156
	Iteration 45Q: 3 clusters Score -9085111 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 62100 members 
Entering Unmasked Estep 
Score: -9085117.000000 Penalty: 5495.910156
	Iteration 46Q: 3 clusters Score -9085117 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 62150 members 
Entering Unmasked Estep 
Score: -9085132.000000 Penalty: 5495.910156
	Iteration 47Q: 3 clusters Score -9085132 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 62199 members 
Entering Unmasked Estep 
Score: -9085139.000000 Penalty: 5495.910156
	Iteration 48Q: 3 clusters Score -9085139 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 62235 members 
Entering Unmasked Estep 
Score: -9085140.000000 Penalty: 5495.910156
	Iteration 49Q: 3 clusters Score -9085140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 62278 members 
Entering Unmasked Estep 
Score: -9085144.000000 Penalty: 5495.910156
	Iteration 50Q: 3 clusters Score -9085144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -9085169.000000 Penalty: 5495.910156
	Iteration 51Q: 3 clusters Score -9085169 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 62356 members 
Entering Unmasked Estep 
Score: -9085181.000000 Penalty: 5495.910156
	Iteration 52Q: 3 clusters Score -9085181 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 62387 members 
Entering Unmasked Estep 
Score: -9085180.000000 Penalty: 5495.910156
	Iteration 53Q: 3 clusters Score -9085180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 62422 members 
Entering Unmasked Estep 
Score: -9085187.000000 Penalty: 5495.910156
	Iteration 54Q: 3 clusters Score -9085187 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 62460 members 
Entering Unmasked Estep 
Score: -9085198.000000 Penalty: 5495.910156
	Iteration 55Q: 3 clusters Score -9085198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 62498 members 
Entering Unmasked Estep 
Score: -9085218.000000 Penalty: 5495.910156
	Iteration 56Q: 3 clusters Score -9085218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 62542 members 
Entering Unmasked Estep 
Score: -9085214.000000 Penalty: 5495.910156
	Iteration 57Q: 3 clusters Score -9085214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 62581 members 
Entering Unmasked Estep 
Score: -9085229.000000 Penalty: 5495.910156
	Iteration 58Q: 3 clusters Score -9085229 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 62621 members 
Entering Unmasked Estep 
Score: -9085270.000000 Penalty: 5495.910156
	Iteration 59Q: 3 clusters Score -9085270 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 62681 members 
Entering Unmasked Estep 
Score: -9085291.000000 Penalty: 5495.910156
	Iteration 60F: 3 clusters Score -9085291 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 62737 members 
Entering Unmasked Estep 
Score: -9085292.000000 Penalty: 5495.910156
	Iteration 61Q: 3 clusters Score -9085292 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 62785 members 
Entering Unmasked Estep 
Score: -9085301.000000 Penalty: 5495.910156
	Iteration 62Q: 3 clusters Score -9085301 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 62835 members 
Entering Unmasked Estep 
Score: -9085333.000000 Penalty: 5495.910156
	Iteration 63Q: 3 clusters Score -9085333 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 62881 members 
Entering Unmasked Estep 
Score: -9085345.000000 Penalty: 5495.910156
	Iteration 64Q: 3 clusters Score -9085345 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -9085342.000000 Penalty: 5495.910156
	Iteration 65Q: 3 clusters Score -9085342 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 62982 members 
Entering Unmasked Estep 
Score: -9085358.000000 Penalty: 5495.910156
	Iteration 66Q: 3 clusters Score -9085358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 63021 members 
Entering Unmasked Estep 
Score: -9085353.000000 Penalty: 5495.910156
	Iteration 67Q: 3 clusters Score -9085353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 63053 members 
Entering Unmasked Estep 
Score: -9085366.000000 Penalty: 5495.910156
	Iteration 68Q: 3 clusters Score -9085366 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 63098 members 
Entering Unmasked Estep 
Score: -9085386.000000 Penalty: 5495.910156
	Iteration 69Q: 3 clusters Score -9085386 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 63137 members 
Entering Unmasked Estep 
Score: -9085405.000000 Penalty: 5495.910156
	Iteration 70Q: 3 clusters Score -9085405 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 63175 members 
Entering Unmasked Estep 
Score: -9085426.000000 Penalty: 5495.910156
	Iteration 71Q: 3 clusters Score -9085426 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 63226 members 
Entering Unmasked Estep 
Score: -9085437.000000 Penalty: 5495.910156
	Iteration 72Q: 3 clusters Score -9085437 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -9085446.000000 Penalty: 5495.910156
	Iteration 73Q: 3 clusters Score -9085446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 63302 members 
Entering Unmasked Estep 
Score: -9085463.000000 Penalty: 5495.910156
	Iteration 74Q: 3 clusters Score -9085463 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 63331 members 
Entering Unmasked Estep 
Score: -9085478.000000 Penalty: 5495.910156
	Iteration 75Q: 3 clusters Score -9085478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 63346 members 
Entering Unmasked Estep 
Score: -9085478.000000 Penalty: 5495.910156
	Iteration 76Q: 3 clusters Score -9085478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -9085480.000000 Penalty: 5495.910156
	Iteration 77Q: 3 clusters Score -9085480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 63374 members 
Entering Unmasked Estep 
Score: -9085505.000000 Penalty: 5495.910156
	Iteration 78Q: 3 clusters Score -9085505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 63388 members 
Entering Unmasked Estep 
Score: -9085505.000000 Penalty: 5495.910156
	Iteration 79Q: 3 clusters Score -9085505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 63405 members 
Entering Unmasked Estep 
Score: -9085505.000000 Penalty: 5495.910156
	Iteration 80F: 3 clusters Score -9085505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 63423 members 
Entering Unmasked Estep 
Score: -9085529.000000 Penalty: 5495.910156
	Iteration 81Q: 3 clusters Score -9085529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 63429 members 
Entering Unmasked Estep 
Score: -9085536.000000 Penalty: 5495.910156
	Iteration 82Q: 3 clusters Score -9085536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 63432 members 
Entering Unmasked Estep 
Score: -9085534.000000 Penalty: 5495.910156
	Iteration 83Q: 3 clusters Score -9085534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 63437 members 
Entering Unmasked Estep 
Score: -9085540.000000 Penalty: 5495.910156
	Iteration 84Q: 3 clusters Score -9085540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -9085539.000000 Penalty: 5495.910156
	Iteration 85Q: 3 clusters Score -9085539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 63447 members 
Entering Unmasked Estep 
Score: -9085543.000000 Penalty: 5495.910156
	Iteration 86Q: 3 clusters Score -9085543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 63454 members 
Entering Unmasked Estep 
Score: -9085551.000000 Penalty: 5495.910156
	Iteration 87Q: 3 clusters Score -9085551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 63459 members 
Entering Unmasked Estep 
Score: -9085545.000000 Penalty: 5495.910156
	Iteration 88Q: 3 clusters Score -9085545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 63465 members 
Entering Unmasked Estep 
Score: -9085545.000000 Penalty: 5495.910156
	Iteration 89Q: 3 clusters Score -9085545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 63471 members 
Entering Unmasked Estep 
Score: -9085552.000000 Penalty: 5495.910156
	Iteration 90Q: 3 clusters Score -9085552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 63479 members 
Entering Unmasked Estep 
Score: -9085552.000000 Penalty: 5495.910156
	Iteration 91Q: 3 clusters Score -9085552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 63485 members 
Entering Unmasked Estep 
Score: -9085553.000000 Penalty: 5495.910156
	Iteration 92Q: 3 clusters Score -9085553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 63487 members 
Entering Unmasked Estep 
Score: -9085552.000000 Penalty: 5495.910156
	Iteration 93Q: 3 clusters Score -9085552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 63489 members 
Entering Unmasked Estep 
Score: -9085547.000000 Penalty: 5495.910156
	Iteration 94Q: 3 clusters Score -9085547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 63490 members 
Entering Unmasked Estep 
Score: -9085552.000000 Penalty: 5495.910156
	Iteration 95Q: 3 clusters Score -9085552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 63490 members 
Entering Unmasked Estep 
Score: -9085552.000000 Penalty: 5495.910156
	Iteration 96F: 3 clusters Score -9085552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Entering Unmasked Estep 
Score: -980830.000000 Penalty: 2201.209717
	Iteration 0F: 2 clusters Score -980830 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 3539 members 
Entering Unmasked Estep 
Score: -974907.937500 Penalty: 4402.419434
	Iteration 0F: 3 clusters Score -974907.9 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -976398.875000 Penalty: 4402.419434
	Iteration 1F: 3 clusters Score -976398.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -976662.312500 Penalty: 4402.419434
	Iteration 2F: 3 clusters Score -976662.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -976867.687500 Penalty: 4402.419434
	Iteration 3F: 3 clusters Score -976867.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -977012.437500 Penalty: 4402.419434
	Iteration 4Q: 3 clusters Score -977012.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -977127.812500 Penalty: 4402.419434
	Iteration 5Q: 3 clusters Score -977127.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -977228.812500 Penalty: 4402.419434
	Iteration 6Q: 3 clusters Score -977228.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -977330.500000 Penalty: 4402.419434
	Iteration 7Q: 3 clusters Score -977330.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -977441.812500 Penalty: 4402.419434
	Iteration 8Q: 3 clusters Score -977441.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -977566.312500 Penalty: 4402.419434
	Iteration 9Q: 3 clusters Score -977566.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -977724.687500 Penalty: 4402.419434
	Iteration 10Q: 3 clusters Score -977724.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -977897.062500 Penalty: 4402.419434
	Iteration 11Q: 3 clusters Score -977897.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -978073.562500 Penalty: 4402.419434
	Iteration 12Q: 3 clusters Score -978073.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -978232.750000 Penalty: 4402.419434
	Iteration 13Q: 3 clusters Score -978232.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -978402.812500 Penalty: 4402.419434
	Iteration 14Q: 3 clusters Score -978402.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -978600.000000 Penalty: 4402.419434
	Iteration 15Q: 3 clusters Score -978600 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -978831.937500 Penalty: 4402.419434
	Iteration 16Q: 3 clusters Score -978831.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -979074.312500 Penalty: 4402.419434
	Iteration 17Q: 3 clusters Score -979074.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -979252.250000 Penalty: 4402.419434
	Iteration 18Q: 3 clusters Score -979252.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -979389.812500 Penalty: 4402.419434
	Iteration 19Q: 3 clusters Score -979389.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -979500.250000 Penalty: 4402.419434
	Iteration 20F: 3 clusters Score -979500.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -979586.062500 Penalty: 4402.419434
	Iteration 21Q: 3 clusters Score -979586.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -979660.000000 Penalty: 4402.419434
	Iteration 22Q: 3 clusters Score -979660 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -979704.625000 Penalty: 4402.419434
	Iteration 23Q: 3 clusters Score -979704.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -979735.687500 Penalty: 4402.419434
	Iteration 24Q: 3 clusters Score -979735.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -979754.875000 Penalty: 4402.419434
	Iteration 25Q: 3 clusters Score -979754.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -979764.562500 Penalty: 4402.419434
	Iteration 26Q: 3 clusters Score -979764.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -979770.937500 Penalty: 4402.419434
	Iteration 27Q: 3 clusters Score -979770.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -979775.312500 Penalty: 4402.419434
	Iteration 28Q: 3 clusters Score -979775.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -979778.937500 Penalty: 4402.419434
	Iteration 29Q: 3 clusters Score -979778.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -979782.062500 Penalty: 4402.419434
	Iteration 30Q: 3 clusters Score -979782.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -979781.750000 Penalty: 4402.419434
	Iteration 31Q: 3 clusters Score -979781.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -979780.750000 Penalty: 4402.419434
	Iteration 32Q: 3 clusters Score -979780.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -979783.375000 Penalty: 4402.419434
	Iteration 33Q: 3 clusters Score -979783.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -979783.375000 Penalty: 4402.419434
	Iteration 34F: 3 clusters Score -979783.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (134365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134365 members 
Entering Unmasked Estep 
Score: -18725456.000000 Penalty: 2928.462158
	Iteration 0F: 2 clusters Score -1.872546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67002 members 
Mstep: Class 2 contains 67363 members 
Entering Unmasked Estep 
Score: -18638398.000000 Penalty: 5856.924316
	Iteration 0F: 3 clusters Score -1.86384e+07 nChanged 63808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64668 members 
Mstep: Class 2 contains 69697 members 
Entering Unmasked Estep 
Score: -18675766.000000 Penalty: 5856.924316
	Iteration 1F: 3 clusters Score -1.867577e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63618 members 
Mstep: Class 2 contains 70747 members 
Entering Unmasked Estep 
Score: -18676940.000000 Penalty: 5856.924316
	Iteration 2Q: 3 clusters Score -1.867694e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 72284 members 
Entering Unmasked Estep 
Score: -18678916.000000 Penalty: 5856.924316
	Iteration 3Q: 3 clusters Score -1.867892e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59969 members 
Mstep: Class 2 contains 74396 members 
Entering Unmasked Estep 
Score: -18681874.000000 Penalty: 5856.924316
	Iteration 4Q: 3 clusters Score -1.868187e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57347 members 
Mstep: Class 2 contains 77018 members 
Entering Unmasked Estep 
Score: -18686300.000000 Penalty: 5856.924316
	Iteration 5F: 3 clusters Score -1.86863e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 79801 members 
Entering Unmasked Estep 
Score: -18692464.000000 Penalty: 5856.924316
	Iteration 6F: 3 clusters Score -1.869246e+07 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52218 members 
Mstep: Class 2 contains 82147 members 
Entering Unmasked Estep 
Score: -18699160.000000 Penalty: 5856.924316
	Iteration 7F: 3 clusters Score -1.869916e+07 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 83922 members 
Entering Unmasked Estep 
Score: -18704126.000000 Penalty: 5856.924316
	Iteration 8F: 3 clusters Score -1.870413e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 85424 members 
Entering Unmasked Estep 
Score: -18706740.000000 Penalty: 5856.924316
	Iteration 9Q: 3 clusters Score -1.870674e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 86867 members 
Entering Unmasked Estep 
Score: -18707616.000000 Penalty: 5856.924316
	Iteration 10Q: 3 clusters Score -1.870762e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 88290 members 
Entering Unmasked Estep 
Score: -18708124.000000 Penalty: 5856.924316
	Iteration 11Q: 3 clusters Score -1.870812e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 89746 members 
Entering Unmasked Estep 
Score: -18708502.000000 Penalty: 5856.924316
	Iteration 12Q: 3 clusters Score -1.87085e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 91305 members 
Entering Unmasked Estep 
Score: -18708946.000000 Penalty: 5856.924316
	Iteration 13Q: 3 clusters Score -1.870895e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 92980 members 
Entering Unmasked Estep 
Score: -18709500.000000 Penalty: 5856.924316
	Iteration 14Q: 3 clusters Score -1.87095e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 94768 members 
Entering Unmasked Estep 
Score: -18709966.000000 Penalty: 5856.924316
	Iteration 15Q: 3 clusters Score -1.870997e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 96620 members 
Entering Unmasked Estep 
Score: -18710460.000000 Penalty: 5856.924316
	Iteration 16Q: 3 clusters Score -1.871046e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 98541 members 
Entering Unmasked Estep 
Score: -18711068.000000 Penalty: 5856.924316
	Iteration 17Q: 3 clusters Score -1.871107e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 100578 members 
Entering Unmasked Estep 
Score: -18711678.000000 Penalty: 5856.924316
	Iteration 18Q: 3 clusters Score -1.871168e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 102695 members 
Entering Unmasked Estep 
Score: -18712372.000000 Penalty: 5856.924316
	Iteration 19Q: 3 clusters Score -1.871237e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 104776 members 
Entering Unmasked Estep 
Score: -18713066.000000 Penalty: 5856.924316
	Iteration 20F: 3 clusters Score -1.871307e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 106997 members 
Entering Unmasked Estep 
Score: -18713792.000000 Penalty: 5856.924316
	Iteration 21Q: 3 clusters Score -1.871379e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 109270 members 
Entering Unmasked Estep 
Score: -18714720.000000 Penalty: 5856.924316
	Iteration 22Q: 3 clusters Score -1.871472e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 111524 members 
Entering Unmasked Estep 
Score: -18715536.000000 Penalty: 5856.924316
	Iteration 23Q: 3 clusters Score -1.871554e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 113705 members 
Entering Unmasked Estep 
Score: -18716352.000000 Penalty: 5856.924316
	Iteration 24Q: 3 clusters Score -1.871635e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 115764 members 
Entering Unmasked Estep 
Score: -18717112.000000 Penalty: 5856.924316
	Iteration 25Q: 3 clusters Score -1.871711e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 117747 members 
Entering Unmasked Estep 
Score: -18717850.000000 Penalty: 5856.924316
	Iteration 26Q: 3 clusters Score -1.871785e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 119699 members 
Entering Unmasked Estep 
Score: -18718508.000000 Penalty: 5856.924316
	Iteration 27Q: 3 clusters Score -1.871851e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 121472 members 
Entering Unmasked Estep 
Score: -18719092.000000 Penalty: 5856.924316
	Iteration 28Q: 3 clusters Score -1.871909e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 123062 members 
Entering Unmasked Estep 
Score: -18719640.000000 Penalty: 5856.924316
	Iteration 29Q: 3 clusters Score -1.871964e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 124488 members 
Entering Unmasked Estep 
Score: -18720112.000000 Penalty: 5856.924316
	Iteration 30Q: 3 clusters Score -1.872011e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 125744 members 
Entering Unmasked Estep 
Score: -18720478.000000 Penalty: 5856.924316
	Iteration 31Q: 3 clusters Score -1.872048e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 126836 members 
Entering Unmasked Estep 
Score: -18720888.000000 Penalty: 5856.924316
	Iteration 32Q: 3 clusters Score -1.872089e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 127811 members 
Entering Unmasked Estep 
Score: -18721206.000000 Penalty: 5856.924316
	Iteration 33Q: 3 clusters Score -1.872121e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 128702 members 
Entering Unmasked Estep 
Score: -18721470.000000 Penalty: 5856.924316
	Iteration 34Q: 3 clusters Score -1.872147e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 129428 members 
Entering Unmasked Estep 
Score: -18721696.000000 Penalty: 5856.924316
	Iteration 35Q: 3 clusters Score -1.87217e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 130018 members 
Entering Unmasked Estep 
Score: -18721890.000000 Penalty: 5856.924316
	Iteration 36Q: 3 clusters Score -1.872189e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 130523 members 
Entering Unmasked Estep 
Score: -18722064.000000 Penalty: 5856.924316
	Iteration 37Q: 3 clusters Score -1.872206e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 130941 members 
Entering Unmasked Estep 
Score: -18722194.000000 Penalty: 5856.924316
	Iteration 38Q: 3 clusters Score -1.872219e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 131287 members 
Entering Unmasked Estep 
Score: -18722324.000000 Penalty: 5856.924316
	Iteration 39Q: 3 clusters Score -1.872232e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 131572 members 
Entering Unmasked Estep 
Score: -18722436.000000 Penalty: 5856.924316
	Iteration 40F: 3 clusters Score -1.872244e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 131820 members 
Entering Unmasked Estep 
Score: -18722532.000000 Penalty: 5856.924316
	Iteration 41Q: 3 clusters Score -1.872253e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 132030 members 
Entering Unmasked Estep 
Score: -18722648.000000 Penalty: 5856.924316
	Iteration 42Q: 3 clusters Score -1.872265e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 132200 members 
Entering Unmasked Estep 
Score: -18722698.000000 Penalty: 5856.924316
	Iteration 43Q: 3 clusters Score -1.87227e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 132341 members 
Entering Unmasked Estep 
Score: -18722748.000000 Penalty: 5856.924316
	Iteration 44Q: 3 clusters Score -1.872275e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 132458 members 
Entering Unmasked Estep 
Score: -18722796.000000 Penalty: 5856.924316
	Iteration 45Q: 3 clusters Score -1.87228e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 132553 members 
Entering Unmasked Estep 
Score: -18722826.000000 Penalty: 5856.924316
	Iteration 46Q: 3 clusters Score -1.872283e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 132608 members 
Entering Unmasked Estep 
Score: -18722844.000000 Penalty: 5856.924316
	Iteration 47Q: 3 clusters Score -1.872284e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 132654 members 
Entering Unmasked Estep 
Score: -18722874.000000 Penalty: 5856.924316
	Iteration 48Q: 3 clusters Score -1.872287e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 132699 members 
Entering Unmasked Estep 
Score: -18722888.000000 Penalty: 5856.924316
	Iteration 49Q: 3 clusters Score -1.872289e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 132740 members 
Entering Unmasked Estep 
Score: -18722908.000000 Penalty: 5856.924316
	Iteration 50Q: 3 clusters Score -1.872291e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 132795 members 
Entering Unmasked Estep 
Score: -18722926.000000 Penalty: 5856.924316
	Iteration 51Q: 3 clusters Score -1.872293e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 132826 members 
Entering Unmasked Estep 
Score: -18722962.000000 Penalty: 5856.924316
	Iteration 52Q: 3 clusters Score -1.872296e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 132859 members 
Entering Unmasked Estep 
Score: -18722968.000000 Penalty: 5856.924316
	Iteration 53Q: 3 clusters Score -1.872297e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 132889 members 
Entering Unmasked Estep 
Score: -18722988.000000 Penalty: 5856.924316
	Iteration 54Q: 3 clusters Score -1.872299e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 132913 members 
Entering Unmasked Estep 
Score: -18722996.000000 Penalty: 5856.924316
	Iteration 55Q: 3 clusters Score -1.8723e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 132933 members 
Entering Unmasked Estep 
Score: -18722998.000000 Penalty: 5856.924316
	Iteration 56Q: 3 clusters Score -1.8723e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 132951 members 
Entering Unmasked Estep 
Score: -18723012.000000 Penalty: 5856.924316
	Iteration 57Q: 3 clusters Score -1.872301e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 132968 members 
Entering Unmasked Estep 
Score: -18723018.000000 Penalty: 5856.924316
	Iteration 58Q: 3 clusters Score -1.872302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 132983 members 
Entering Unmasked Estep 
Score: -18723026.000000 Penalty: 5856.924316
	Iteration 59Q: 3 clusters Score -1.872303e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 132990 members 
Entering Unmasked Estep 
Score: -18723002.000000 Penalty: 5856.924316
	Iteration 60F: 3 clusters Score -1.8723e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 132997 members 
Entering Unmasked Estep 
Score: -18723022.000000 Penalty: 5856.924316
	Iteration 61Q: 3 clusters Score -1.872302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 133010 members 
Entering Unmasked Estep 
Score: -18723018.000000 Penalty: 5856.924316
	Iteration 62Q: 3 clusters Score -1.872302e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 133022 members 
Entering Unmasked Estep 
Score: -18723024.000000 Penalty: 5856.924316
	Iteration 63Q: 3 clusters Score -1.872302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 133036 members 
Entering Unmasked Estep 
Score: -18723034.000000 Penalty: 5856.924316
	Iteration 64Q: 3 clusters Score -1.872303e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 133044 members 
Entering Unmasked Estep 
Score: -18723040.000000 Penalty: 5856.924316
	Iteration 65Q: 3 clusters Score -1.872304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 133055 members 
Entering Unmasked Estep 
Score: -18723054.000000 Penalty: 5856.924316
	Iteration 66Q: 3 clusters Score -1.872305e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 133067 members 
Entering Unmasked Estep 
Score: -18723036.000000 Penalty: 5856.924316
	Iteration 67Q: 3 clusters Score -1.872304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 133071 members 
Entering Unmasked Estep 
Score: -18723048.000000 Penalty: 5856.924316
	Iteration 68Q: 3 clusters Score -1.872305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 133076 members 
Entering Unmasked Estep 
Score: -18723034.000000 Penalty: 5856.924316
	Iteration 69Q: 3 clusters Score -1.872303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 133079 members 
Entering Unmasked Estep 
Score: -18723024.000000 Penalty: 5856.924316
	Iteration 70Q: 3 clusters Score -1.872302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 133084 members 
Entering Unmasked Estep 
Score: -18723034.000000 Penalty: 5856.924316
	Iteration 71Q: 3 clusters Score -1.872303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 133090 members 
Entering Unmasked Estep 
Score: -18723042.000000 Penalty: 5856.924316
	Iteration 72Q: 3 clusters Score -1.872304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 133096 members 
Entering Unmasked Estep 
Score: -18723038.000000 Penalty: 5856.924316
	Iteration 73Q: 3 clusters Score -1.872304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 133100 members 
Entering Unmasked Estep 
Score: -18723036.000000 Penalty: 5856.924316
	Iteration 74Q: 3 clusters Score -1.872304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 133101 members 
Entering Unmasked Estep 
Score: -18723038.000000 Penalty: 5856.924316
	Iteration 75Q: 3 clusters Score -1.872304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 133104 members 
Entering Unmasked Estep 
Score: -18723040.000000 Penalty: 5856.924316
	Iteration 76Q: 3 clusters Score -1.872304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 133105 members 
Entering Unmasked Estep 
Score: -18723046.000000 Penalty: 5856.924316
	Iteration 77Q: 3 clusters Score -1.872305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 133106 members 
Entering Unmasked Estep 
Score: -18723044.000000 Penalty: 5856.924316
	Iteration 78Q: 3 clusters Score -1.872304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 133106 members 
Entering Unmasked Estep 
Score: -18723044.000000 Penalty: 5856.924316
	Iteration 79F: 3 clusters Score -1.872304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Entering Unmasked Estep 
Score: -777388.312500 Penalty: 2165.651611
	Iteration 0F: 2 clusters Score -777388.3 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 3124 members 
Entering Unmasked Estep 
Score: -772153.562500 Penalty: 4331.303223
	Iteration 0F: 3 clusters Score -772153.6 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -773713.937500 Penalty: 4331.303223
	Iteration 1F: 3 clusters Score -773713.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -774276.500000 Penalty: 4331.303223
	Iteration 2F: 3 clusters Score -774276.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -774953.562500 Penalty: 4331.303223
	Iteration 3F: 3 clusters Score -774953.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -775596.000000 Penalty: 4331.303223
	Iteration 4F: 3 clusters Score -775596 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -776102.000000 Penalty: 4331.303223
	Iteration 5F: 3 clusters Score -776102 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -776470.312500 Penalty: 4331.303223
	Iteration 6F: 3 clusters Score -776470.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -776737.250000 Penalty: 4331.303223
	Iteration 7Q: 3 clusters Score -776737.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -776913.937500 Penalty: 4331.303223
	Iteration 8Q: 3 clusters Score -776913.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -777047.375000 Penalty: 4331.303223
	Iteration 9Q: 3 clusters Score -777047.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -777127.562500 Penalty: 4331.303223
	Iteration 10Q: 3 clusters Score -777127.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -777181.187500 Penalty: 4331.303223
	Iteration 11Q: 3 clusters Score -777181.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -777202.312500 Penalty: 4331.303223
	Iteration 12Q: 3 clusters Score -777202.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -777221.062500 Penalty: 4331.303223
	Iteration 13Q: 3 clusters Score -777221.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -777231.125000 Penalty: 4331.303223
	Iteration 14Q: 3 clusters Score -777231.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -777237.937500 Penalty: 4331.303223
	Iteration 15Q: 3 clusters Score -777237.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -777243.687500 Penalty: 4331.303223
	Iteration 16Q: 3 clusters Score -777243.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -777249.750000 Penalty: 4331.303223
	Iteration 17Q: 3 clusters Score -777249.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -777251.625000 Penalty: 4331.303223
	Iteration 18Q: 3 clusters Score -777251.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -777252.687500 Penalty: 4331.303223
	Iteration 19Q: 3 clusters Score -777252.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -777253.750000 Penalty: 4331.303223
	Iteration 20F: 3 clusters Score -777253.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -777255.125000 Penalty: 4331.303223
	Iteration 21Q: 3 clusters Score -777255.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -777253.687500 Penalty: 4331.303223
	Iteration 22Q: 3 clusters Score -777253.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -777257.250000 Penalty: 4331.303223
	Iteration 23Q: 3 clusters Score -777257.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -777257.375000 Penalty: 4331.303223
	Iteration 24Q: 3 clusters Score -777257.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -777258.500000 Penalty: 4331.303223
	Iteration 25Q: 3 clusters Score -777258.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -777259.250000 Penalty: 4331.303223
	Iteration 26Q: 3 clusters Score -777259.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -777259.250000 Penalty: 4331.303223
	Iteration 27F: 3 clusters Score -777259.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (157849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157849 members 
Entering Unmasked Estep 
Score: -21927396.000000 Penalty: 2968.409668
	Iteration 0F: 2 clusters Score -2.19274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78907 members 
Mstep: Class 2 contains 78942 members 
Entering Unmasked Estep 
Score: -21825668.000000 Penalty: 5936.819336
	Iteration 0F: 3 clusters Score -2.182567e+07 nChanged 75775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78024 members 
Mstep: Class 2 contains 79825 members 
Entering Unmasked Estep 
Score: -21869652.000000 Penalty: 5936.819336
	Iteration 1F: 3 clusters Score -2.186965e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77416 members 
Mstep: Class 2 contains 80433 members 
Entering Unmasked Estep 
Score: -21870336.000000 Penalty: 5936.819336
	Iteration 2Q: 3 clusters Score -2.187034e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76650 members 
Mstep: Class 2 contains 81199 members 
Entering Unmasked Estep 
Score: -21870998.000000 Penalty: 5936.819336
	Iteration 3Q: 3 clusters Score -2.1871e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75515 members 
Mstep: Class 2 contains 82334 members 
Entering Unmasked Estep 
Score: -21871770.000000 Penalty: 5936.819336
	Iteration 4Q: 3 clusters Score -2.187177e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73834 members 
Mstep: Class 2 contains 84015 members 
Entering Unmasked Estep 
Score: -21872626.000000 Penalty: 5936.819336
	Iteration 5Q: 3 clusters Score -2.187263e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71371 members 
Mstep: Class 2 contains 86478 members 
Entering Unmasked Estep 
Score: -21874160.000000 Penalty: 5936.819336
	Iteration 6Q: 3 clusters Score -2.187416e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67895 members 
Mstep: Class 2 contains 89954 members 
Entering Unmasked Estep 
Score: -21876300.000000 Penalty: 5936.819336
	Iteration 7Q: 3 clusters Score -2.18763e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62883 members 
Mstep: Class 2 contains 94966 members 
Entering Unmasked Estep 
Score: -21879772.000000 Penalty: 5936.819336
	Iteration 8Q: 3 clusters Score -2.187977e+07 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 101726 members 
Entering Unmasked Estep 
Score: -21886196.000000 Penalty: 5936.819336
	Iteration 9F: 3 clusters Score -2.18862e+07 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 109356 members 
Entering Unmasked Estep 
Score: -21894440.000000 Penalty: 5936.819336
	Iteration 10F: 3 clusters Score -2.189444e+07 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 115782 members 
Entering Unmasked Estep 
Score: -21902732.000000 Penalty: 5936.819336
	Iteration 11F: 3 clusters Score -2.190273e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 119853 members 
Entering Unmasked Estep 
Score: -21907954.000000 Penalty: 5936.819336
	Iteration 12F: 3 clusters Score -2.190795e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 122348 members 
Entering Unmasked Estep 
Score: -21910400.000000 Penalty: 5936.819336
	Iteration 13Q: 3 clusters Score -2.19104e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 124247 members 
Entering Unmasked Estep 
Score: -21911324.000000 Penalty: 5936.819336
	Iteration 14Q: 3 clusters Score -2.191132e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 125914 members 
Entering Unmasked Estep 
Score: -21911976.000000 Penalty: 5936.819336
	Iteration 15Q: 3 clusters Score -2.191198e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 127487 members 
Entering Unmasked Estep 
Score: -21912472.000000 Penalty: 5936.819336
	Iteration 16Q: 3 clusters Score -2.191247e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 129026 members 
Entering Unmasked Estep 
Score: -21912890.000000 Penalty: 5936.819336
	Iteration 17Q: 3 clusters Score -2.191289e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 130433 members 
Entering Unmasked Estep 
Score: -21913318.000000 Penalty: 5936.819336
	Iteration 18Q: 3 clusters Score -2.191332e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 131880 members 
Entering Unmasked Estep 
Score: -21913644.000000 Penalty: 5936.819336
	Iteration 19Q: 3 clusters Score -2.191364e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 133349 members 
Entering Unmasked Estep 
Score: -21914060.000000 Penalty: 5936.819336
	Iteration 20F: 3 clusters Score -2.191406e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 134700 members 
Entering Unmasked Estep 
Score: -21914390.000000 Penalty: 5936.819336
	Iteration 21Q: 3 clusters Score -2.191439e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 135973 members 
Entering Unmasked Estep 
Score: -21914800.000000 Penalty: 5936.819336
	Iteration 22Q: 3 clusters Score -2.19148e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 137197 members 
Entering Unmasked Estep 
Score: -21915198.000000 Penalty: 5936.819336
	Iteration 23Q: 3 clusters Score -2.19152e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 138393 members 
Entering Unmasked Estep 
Score: -21915612.000000 Penalty: 5936.819336
	Iteration 24Q: 3 clusters Score -2.191561e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 139507 members 
Entering Unmasked Estep 
Score: -21915944.000000 Penalty: 5936.819336
	Iteration 25Q: 3 clusters Score -2.191594e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 140630 members 
Entering Unmasked Estep 
Score: -21916362.000000 Penalty: 5936.819336
	Iteration 26Q: 3 clusters Score -2.191636e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 141719 members 
Entering Unmasked Estep 
Score: -21916784.000000 Penalty: 5936.819336
	Iteration 27Q: 3 clusters Score -2.191678e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 142791 members 
Entering Unmasked Estep 
Score: -21917242.000000 Penalty: 5936.819336
	Iteration 28Q: 3 clusters Score -2.191724e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 143857 members 
Entering Unmasked Estep 
Score: -21917632.000000 Penalty: 5936.819336
	Iteration 29Q: 3 clusters Score -2.191763e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 144852 members 
Entering Unmasked Estep 
Score: -21918042.000000 Penalty: 5936.819336
	Iteration 30Q: 3 clusters Score -2.191804e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 145791 members 
Entering Unmasked Estep 
Score: -21918518.000000 Penalty: 5936.819336
	Iteration 31Q: 3 clusters Score -2.191852e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 146668 members 
Entering Unmasked Estep 
Score: -21918908.000000 Penalty: 5936.819336
	Iteration 32Q: 3 clusters Score -2.191891e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 147508 members 
Entering Unmasked Estep 
Score: -21919294.000000 Penalty: 5936.819336
	Iteration 33Q: 3 clusters Score -2.191929e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 148289 members 
Entering Unmasked Estep 
Score: -21919670.000000 Penalty: 5936.819336
	Iteration 34Q: 3 clusters Score -2.191967e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 149057 members 
Entering Unmasked Estep 
Score: -21920094.000000 Penalty: 5936.819336
	Iteration 35Q: 3 clusters Score -2.192009e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 149790 members 
Entering Unmasked Estep 
Score: -21920510.000000 Penalty: 5936.819336
	Iteration 36Q: 3 clusters Score -2.192051e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 150483 members 
Entering Unmasked Estep 
Score: -21920950.000000 Penalty: 5936.819336
	Iteration 37Q: 3 clusters Score -2.192095e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 151151 members 
Entering Unmasked Estep 
Score: -21921296.000000 Penalty: 5936.819336
	Iteration 38Q: 3 clusters Score -2.19213e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 151786 members 
Entering Unmasked Estep 
Score: -21921724.000000 Penalty: 5936.819336
	Iteration 39Q: 3 clusters Score -2.192172e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 152379 members 
Entering Unmasked Estep 
Score: -21922044.000000 Penalty: 5936.819336
	Iteration 40F: 3 clusters Score -2.192204e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 152890 members 
Entering Unmasked Estep 
Score: -21922308.000000 Penalty: 5936.819336
	Iteration 41Q: 3 clusters Score -2.192231e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 153350 members 
Entering Unmasked Estep 
Score: -21922590.000000 Penalty: 5936.819336
	Iteration 42Q: 3 clusters Score -2.192259e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 153787 members 
Entering Unmasked Estep 
Score: -21922932.000000 Penalty: 5936.819336
	Iteration 43Q: 3 clusters Score -2.192293e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 154124 members 
Entering Unmasked Estep 
Score: -21922996.000000 Penalty: 5936.819336
	Iteration 44Q: 3 clusters Score -2.1923e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 154430 members 
Entering Unmasked Estep 
Score: -21923112.000000 Penalty: 5936.819336
	Iteration 45Q: 3 clusters Score -2.192311e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 154693 members 
Entering Unmasked Estep 
Score: -21923290.000000 Penalty: 5936.819336
	Iteration 46Q: 3 clusters Score -2.192329e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 154934 members 
Entering Unmasked Estep 
Score: -21923450.000000 Penalty: 5936.819336
	Iteration 47Q: 3 clusters Score -2.192345e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 155125 members 
Entering Unmasked Estep 
Score: -21923572.000000 Penalty: 5936.819336
	Iteration 48Q: 3 clusters Score -2.192357e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 155305 members 
Entering Unmasked Estep 
Score: -21923680.000000 Penalty: 5936.819336
	Iteration 49Q: 3 clusters Score -2.192368e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 155482 members 
Entering Unmasked Estep 
Score: -21923810.000000 Penalty: 5936.819336
	Iteration 50Q: 3 clusters Score -2.192381e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 155639 members 
Entering Unmasked Estep 
Score: -21923872.000000 Penalty: 5936.819336
	Iteration 51Q: 3 clusters Score -2.192387e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 155773 members 
Entering Unmasked Estep 
Score: -21923950.000000 Penalty: 5936.819336
	Iteration 52Q: 3 clusters Score -2.192395e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 155878 members 
Entering Unmasked Estep 
Score: -21923982.000000 Penalty: 5936.819336
	Iteration 53Q: 3 clusters Score -2.192398e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 155964 members 
Entering Unmasked Estep 
Score: -21924074.000000 Penalty: 5936.819336
	Iteration 54Q: 3 clusters Score -2.192407e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 156030 members 
Entering Unmasked Estep 
Score: -21924128.000000 Penalty: 5936.819336
	Iteration 55Q: 3 clusters Score -2.192413e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 156086 members 
Entering Unmasked Estep 
Score: -21924144.000000 Penalty: 5936.819336
	Iteration 56Q: 3 clusters Score -2.192414e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 156132 members 
Entering Unmasked Estep 
Score: -21924162.000000 Penalty: 5936.819336
	Iteration 57Q: 3 clusters Score -2.192416e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 156179 members 
Entering Unmasked Estep 
Score: -21924206.000000 Penalty: 5936.819336
	Iteration 58Q: 3 clusters Score -2.192421e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 156224 members 
Entering Unmasked Estep 
Score: -21924236.000000 Penalty: 5936.819336
	Iteration 59Q: 3 clusters Score -2.192424e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 156260 members 
Entering Unmasked Estep 
Score: -21924262.000000 Penalty: 5936.819336
	Iteration 60F: 3 clusters Score -2.192426e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 156291 members 
Entering Unmasked Estep 
Score: -21924280.000000 Penalty: 5936.819336
	Iteration 61Q: 3 clusters Score -2.192428e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 156311 members 
Entering Unmasked Estep 
Score: -21924286.000000 Penalty: 5936.819336
	Iteration 62Q: 3 clusters Score -2.192429e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 156334 members 
Entering Unmasked Estep 
Score: -21924310.000000 Penalty: 5936.819336
	Iteration 63Q: 3 clusters Score -2.192431e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 156354 members 
Entering Unmasked Estep 
Score: -21924322.000000 Penalty: 5936.819336
	Iteration 64Q: 3 clusters Score -2.192432e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 156371 members 
Entering Unmasked Estep 
Score: -21924324.000000 Penalty: 5936.819336
	Iteration 65Q: 3 clusters Score -2.192432e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 156391 members 
Entering Unmasked Estep 
Score: -21924366.000000 Penalty: 5936.819336
	Iteration 66Q: 3 clusters Score -2.192437e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 156413 members 
Entering Unmasked Estep 
Score: -21924358.000000 Penalty: 5936.819336
	Iteration 67Q: 3 clusters Score -2.192436e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 156430 members 
Entering Unmasked Estep 
Score: -21924360.000000 Penalty: 5936.819336
	Iteration 68Q: 3 clusters Score -2.192436e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 156446 members 
Entering Unmasked Estep 
Score: -21924348.000000 Penalty: 5936.819336
	Iteration 69Q: 3 clusters Score -2.192435e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 156467 members 
Entering Unmasked Estep 
Score: -21924370.000000 Penalty: 5936.819336
	Iteration 70Q: 3 clusters Score -2.192437e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 156491 members 
Entering Unmasked Estep 
Score: -21924374.000000 Penalty: 5936.819336
	Iteration 71Q: 3 clusters Score -2.192437e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 156514 members 
Entering Unmasked Estep 
Score: -21924398.000000 Penalty: 5936.819336
	Iteration 72Q: 3 clusters Score -2.19244e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 156530 members 
Entering Unmasked Estep 
Score: -21924404.000000 Penalty: 5936.819336
	Iteration 73Q: 3 clusters Score -2.19244e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 156551 members 
Entering Unmasked Estep 
Score: -21924430.000000 Penalty: 5936.819336
	Iteration 74Q: 3 clusters Score -2.192443e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 156572 members 
Entering Unmasked Estep 
Score: -21924426.000000 Penalty: 5936.819336
	Iteration 75Q: 3 clusters Score -2.192443e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 156592 members 
Entering Unmasked Estep 
Score: -21924432.000000 Penalty: 5936.819336
	Iteration 76Q: 3 clusters Score -2.192443e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 156617 members 
Entering Unmasked Estep 
Score: -21924474.000000 Penalty: 5936.819336
	Iteration 77Q: 3 clusters Score -2.192447e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 156638 members 
Entering Unmasked Estep 
Score: -21924474.000000 Penalty: 5936.819336
	Iteration 78Q: 3 clusters Score -2.192447e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 156657 members 
Entering Unmasked Estep 
Score: -21924498.000000 Penalty: 5936.819336
	Iteration 79Q: 3 clusters Score -2.19245e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 156670 members 
Entering Unmasked Estep 
Score: -21924510.000000 Penalty: 5936.819336
	Iteration 80F: 3 clusters Score -2.192451e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 156685 members 
Entering Unmasked Estep 
Score: -21924522.000000 Penalty: 5936.819336
	Iteration 81Q: 3 clusters Score -2.192452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 156694 members 
Entering Unmasked Estep 
Score: -21924512.000000 Penalty: 5936.819336
	Iteration 82Q: 3 clusters Score -2.192451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 156698 members 
Entering Unmasked Estep 
Score: -21924510.000000 Penalty: 5936.819336
	Iteration 83Q: 3 clusters Score -2.192451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 156705 members 
Entering Unmasked Estep 
Score: -21924524.000000 Penalty: 5936.819336
	Iteration 84Q: 3 clusters Score -2.192452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 156710 members 
Entering Unmasked Estep 
Score: -21924532.000000 Penalty: 5936.819336
	Iteration 85Q: 3 clusters Score -2.192453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 156716 members 
Entering Unmasked Estep 
Score: -21924548.000000 Penalty: 5936.819336
	Iteration 86Q: 3 clusters Score -2.192455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 156721 members 
Entering Unmasked Estep 
Score: -21924552.000000 Penalty: 5936.819336
	Iteration 87Q: 3 clusters Score -2.192455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 156729 members 
Entering Unmasked Estep 
Score: -21924550.000000 Penalty: 5936.819336
	Iteration 88Q: 3 clusters Score -2.192455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 156734 members 
Entering Unmasked Estep 
Score: -21924560.000000 Penalty: 5936.819336
	Iteration 89Q: 3 clusters Score -2.192456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 156735 members 
Entering Unmasked Estep 
Score: -21924560.000000 Penalty: 5936.819336
	Iteration 90Q: 3 clusters Score -2.192456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 156736 members 
Entering Unmasked Estep 
Score: -21924552.000000 Penalty: 5936.819336
	Iteration 91Q: 3 clusters Score -2.192455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 156738 members 
Entering Unmasked Estep 
Score: -21924556.000000 Penalty: 5936.819336
	Iteration 92Q: 3 clusters Score -2.192456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 156741 members 
Entering Unmasked Estep 
Score: -21924554.000000 Penalty: 5936.819336
	Iteration 93Q: 3 clusters Score -2.192455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 156744 members 
Entering Unmasked Estep 
Score: -21924562.000000 Penalty: 5936.819336
	Iteration 94Q: 3 clusters Score -2.192456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 156750 members 
Entering Unmasked Estep 
Score: -21924556.000000 Penalty: 5936.819336
	Iteration 95Q: 3 clusters Score -2.192456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 156759 members 
Entering Unmasked Estep 
Score: -21924554.000000 Penalty: 5936.819336
	Iteration 96Q: 3 clusters Score -2.192455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 156763 members 
Entering Unmasked Estep 
Score: -21924560.000000 Penalty: 5936.819336
	Iteration 97Q: 3 clusters Score -2.192456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 156766 members 
Entering Unmasked Estep 
Score: -21924568.000000 Penalty: 5936.819336
	Iteration 98Q: 3 clusters Score -2.192457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 156769 members 
Entering Unmasked Estep 
Score: -21924566.000000 Penalty: 5936.819336
	Iteration 99Q: 3 clusters Score -2.192457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 156773 members 
Entering Unmasked Estep 
Score: -21924574.000000 Penalty: 5936.819336
	Iteration 100F: 3 clusters Score -2.192457e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 156780 members 
Entering Unmasked Estep 
Score: -21924572.000000 Penalty: 5936.819336
	Iteration 101Q: 3 clusters Score -2.192457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 156784 members 
Entering Unmasked Estep 
Score: -21924580.000000 Penalty: 5936.819336
	Iteration 102Q: 3 clusters Score -2.192458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 156787 members 
Entering Unmasked Estep 
Score: -21924572.000000 Penalty: 5936.819336
	Iteration 103Q: 3 clusters Score -2.192457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 156788 members 
Entering Unmasked Estep 
Score: -21924568.000000 Penalty: 5936.819336
	Iteration 104Q: 3 clusters Score -2.192457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 156789 members 
Entering Unmasked Estep 
Score: -21924580.000000 Penalty: 5936.819336
	Iteration 105Q: 3 clusters Score -2.192458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 156789 members 
Entering Unmasked Estep 
Score: -21924592.000000 Penalty: 5936.819336
	Iteration 106Q: 3 clusters Score -2.192459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 156790 members 
Entering Unmasked Estep 
Score: -21924582.000000 Penalty: 5936.819336
	Iteration 107Q: 3 clusters Score -2.192458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 156793 members 
Entering Unmasked Estep 
Score: -21924584.000000 Penalty: 5936.819336
	Iteration 108Q: 3 clusters Score -2.192458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 156796 members 
Entering Unmasked Estep 
Score: -21924592.000000 Penalty: 5936.819336
	Iteration 109Q: 3 clusters Score -2.192459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 156797 members 
Entering Unmasked Estep 
Score: -21924592.000000 Penalty: 5936.819336
	Iteration 110Q: 3 clusters Score -2.192459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 156798 members 
Entering Unmasked Estep 
Score: -21924598.000000 Penalty: 5936.819336
	Iteration 111Q: 3 clusters Score -2.19246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 156799 members 
Entering Unmasked Estep 
Score: -21924584.000000 Penalty: 5936.819336
	Iteration 112Q: 3 clusters Score -2.192458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 156799 members 
Entering Unmasked Estep 
Score: -21924584.000000 Penalty: 5936.819336
	Iteration 113F: 3 clusters Score -2.192458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (146433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146433 members 
Entering Unmasked Estep 
Score: -20300116.000000 Penalty: 2949.792236
	Iteration 0F: 2 clusters Score -2.030012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73531 members 
Mstep: Class 2 contains 72902 members 
Entering Unmasked Estep 
Score: -20205984.000000 Penalty: 5899.584473
	Iteration 0F: 3 clusters Score -2.020598e+07 nChanged 69842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77423 members 
Mstep: Class 2 contains 69010 members 
Entering Unmasked Estep 
Score: -20246620.000000 Penalty: 5899.584473
	Iteration 1F: 3 clusters Score -2.024662e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80059 members 
Mstep: Class 2 contains 66374 members 
Entering Unmasked Estep 
Score: -20247806.000000 Penalty: 5899.584473
	Iteration 2Q: 3 clusters Score -2.024781e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84084 members 
Mstep: Class 2 contains 62349 members 
Entering Unmasked Estep 
Score: -20249636.000000 Penalty: 5899.584473
	Iteration 3Q: 3 clusters Score -2.024964e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90189 members 
Mstep: Class 2 contains 56244 members 
Entering Unmasked Estep 
Score: -20252932.000000 Penalty: 5899.584473
	Iteration 4Q: 3 clusters Score -2.025293e+07 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98890 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -20258502.000000 Penalty: 5899.584473
	Iteration 5F: 3 clusters Score -2.02585e+07 nChanged 11404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110166 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -20267586.000000 Penalty: 5899.584473
	Iteration 6F: 3 clusters Score -2.026759e+07 nChanged 12556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122680 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -20278312.000000 Penalty: 5899.584473
	Iteration 7F: 3 clusters Score -2.027831e+07 nChanged 11050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133724 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -20287838.000000 Penalty: 5899.584473
	Iteration 8F: 3 clusters Score -2.028784e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140876 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -20293462.000000 Penalty: 5899.584473
	Iteration 9Q: 3 clusters Score -2.029346e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144271 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -20295954.000000 Penalty: 5899.584473
	Iteration 10Q: 3 clusters Score -2.029595e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145600 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -20296950.000000 Penalty: 5899.584473
	Iteration 11Q: 3 clusters Score -2.029695e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146006 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -20297214.000000 Penalty: 5899.584473
	Iteration 12Q: 3 clusters Score -2.029721e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146135 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -20297342.000000 Penalty: 5899.584473
	Iteration 13Q: 3 clusters Score -2.029734e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146183 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -20297410.000000 Penalty: 5899.584473
	Iteration 14Q: 3 clusters Score -2.029741e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146202 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20297448.000000 Penalty: 5899.584473
	Iteration 15Q: 3 clusters Score -2.029745e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146207 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20297488.000000 Penalty: 5899.584473
	Iteration 16Q: 3 clusters Score -2.029749e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146215 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20297490.000000 Penalty: 5899.584473
	Iteration 17Q: 3 clusters Score -2.029749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146218 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20297500.000000 Penalty: 5899.584473
	Iteration 18Q: 3 clusters Score -2.02975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146220 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20297496.000000 Penalty: 5899.584473
	Iteration 19Q: 3 clusters Score -2.02975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146222 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20297498.000000 Penalty: 5899.584473
	Iteration 20F: 3 clusters Score -2.02975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146223 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20297498.000000 Penalty: 5899.584473
	Iteration 21Q: 3 clusters Score -2.02975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146224 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -20297494.000000 Penalty: 5899.584473
	Iteration 22Q: 3 clusters Score -2.029749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146224 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -20297494.000000 Penalty: 5899.584473
	Iteration 23F: 3 clusters Score -2.029749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Entering Unmasked Estep 
Score: -6711069.000000 Penalty: 2673.681885
	Iteration 0F: 2 clusters Score -6711069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -6678664.000000 Penalty: 5347.363770
	Iteration 0F: 3 clusters Score -6678664 nChanged 22249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -6690734.000000 Penalty: 5347.363770
	Iteration 1F: 3 clusters Score -6690734 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -6691366.000000 Penalty: 5347.363770
	Iteration 2Q: 3 clusters Score -6691366 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -6691929.000000 Penalty: 5347.363770
	Iteration 3Q: 3 clusters Score -6691929 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -6692519.000000 Penalty: 5347.363770
	Iteration 4Q: 3 clusters Score -6692519 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -6693317.500000 Penalty: 5347.363770
	Iteration 5Q: 3 clusters Score -6693318 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -6694424.000000 Penalty: 5347.363770
	Iteration 6Q: 3 clusters Score -6694424 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -6695828.000000 Penalty: 5347.363770
	Iteration 7F: 3 clusters Score -6695828 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -6697600.000000 Penalty: 5347.363770
	Iteration 8F: 3 clusters Score -6697600 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -6699609.500000 Penalty: 5347.363770
	Iteration 9F: 3 clusters Score -6699610 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -6701658.000000 Penalty: 5347.363770
	Iteration 10F: 3 clusters Score -6701658 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -6703609.500000 Penalty: 5347.363770
	Iteration 11Q: 3 clusters Score -6703610 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -6705164.000000 Penalty: 5347.363770
	Iteration 12Q: 3 clusters Score -6705164 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -6706237.000000 Penalty: 5347.363770
	Iteration 13Q: 3 clusters Score -6706237 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -6706747.000000 Penalty: 5347.363770
	Iteration 14Q: 3 clusters Score -6706747 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -6707109.500000 Penalty: 5347.363770
	Iteration 15Q: 3 clusters Score -6707110 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -6707343.000000 Penalty: 5347.363770
	Iteration 16Q: 3 clusters Score -6707343 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -6707489.000000 Penalty: 5347.363770
	Iteration 17Q: 3 clusters Score -6707489 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -6707651.500000 Penalty: 5347.363770
	Iteration 18Q: 3 clusters Score -6707652 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -6707761.000000 Penalty: 5347.363770
	Iteration 19Q: 3 clusters Score -6707761 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -6707902.000000 Penalty: 5347.363770
	Iteration 20F: 3 clusters Score -6707902 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -6707996.500000 Penalty: 5347.363770
	Iteration 21Q: 3 clusters Score -6707996 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -6708065.000000 Penalty: 5347.363770
	Iteration 22Q: 3 clusters Score -6708065 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -6708115.000000 Penalty: 5347.363770
	Iteration 23Q: 3 clusters Score -6708115 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -6708195.500000 Penalty: 5347.363770
	Iteration 24Q: 3 clusters Score -6708196 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -6708256.000000 Penalty: 5347.363770
	Iteration 25Q: 3 clusters Score -6708256 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6708345.500000 Penalty: 5347.363770
	Iteration 26Q: 3 clusters Score -6708346 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -6708394.000000 Penalty: 5347.363770
	Iteration 27Q: 3 clusters Score -6708394 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6708437.000000 Penalty: 5347.363770
	Iteration 28Q: 3 clusters Score -6708437 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6708500.000000 Penalty: 5347.363770
	Iteration 29Q: 3 clusters Score -6708500 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6708532.500000 Penalty: 5347.363770
	Iteration 30Q: 3 clusters Score -6708532 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6708567.000000 Penalty: 5347.363770
	Iteration 31Q: 3 clusters Score -6708567 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6708579.500000 Penalty: 5347.363770
	Iteration 32Q: 3 clusters Score -6708580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6708606.000000 Penalty: 5347.363770
	Iteration 33Q: 3 clusters Score -6708606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6708607.500000 Penalty: 5347.363770
	Iteration 34Q: 3 clusters Score -6708608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6708624.500000 Penalty: 5347.363770
	Iteration 35Q: 3 clusters Score -6708624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6708640.000000 Penalty: 5347.363770
	Iteration 36Q: 3 clusters Score -6708640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -6708659.000000 Penalty: 5347.363770
	Iteration 37Q: 3 clusters Score -6708659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6708675.500000 Penalty: 5347.363770
	Iteration 38Q: 3 clusters Score -6708676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6708684.000000 Penalty: 5347.363770
	Iteration 39Q: 3 clusters Score -6708684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6708692.000000 Penalty: 5347.363770
	Iteration 40F: 3 clusters Score -6708692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6708691.500000 Penalty: 5347.363770
	Iteration 41Q: 3 clusters Score -6708692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -6708696.500000 Penalty: 5347.363770
	Iteration 42Q: 3 clusters Score -6708696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6708691.500000 Penalty: 5347.363770
	Iteration 43Q: 3 clusters Score -6708692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -6708694.000000 Penalty: 5347.363770
	Iteration 44Q: 3 clusters Score -6708694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6708702.000000 Penalty: 5347.363770
	Iteration 45Q: 3 clusters Score -6708702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6708710.000000 Penalty: 5347.363770
	Iteration 46Q: 3 clusters Score -6708710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6708729.000000 Penalty: 5347.363770
	Iteration 47Q: 3 clusters Score -6708729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6708737.500000 Penalty: 5347.363770
	Iteration 48Q: 3 clusters Score -6708738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6708745.000000 Penalty: 5347.363770
	Iteration 49Q: 3 clusters Score -6708745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6708753.000000 Penalty: 5347.363770
	Iteration 50Q: 3 clusters Score -6708753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6708748.000000 Penalty: 5347.363770
	Iteration 51Q: 3 clusters Score -6708748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6708754.500000 Penalty: 5347.363770
	Iteration 52Q: 3 clusters Score -6708754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6708754.500000 Penalty: 5347.363770
	Iteration 53Q: 3 clusters Score -6708754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6708768.000000 Penalty: 5347.363770
	Iteration 54Q: 3 clusters Score -6708768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6708767.000000 Penalty: 5347.363770
	Iteration 55Q: 3 clusters Score -6708767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6708779.500000 Penalty: 5347.363770
	Iteration 56Q: 3 clusters Score -6708780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6708778.000000 Penalty: 5347.363770
	Iteration 57Q: 3 clusters Score -6708778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6708777.000000 Penalty: 5347.363770
	Iteration 58Q: 3 clusters Score -6708777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6708766.000000 Penalty: 5347.363770
	Iteration 59Q: 3 clusters Score -6708766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6708769.000000 Penalty: 5347.363770
	Iteration 60F: 3 clusters Score -6708769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6708774.000000 Penalty: 5347.363770
	Iteration 61Q: 3 clusters Score -6708774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6708776.500000 Penalty: 5347.363770
	Iteration 62Q: 3 clusters Score -6708776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6708772.500000 Penalty: 5347.363770
	Iteration 63Q: 3 clusters Score -6708772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6708772.500000 Penalty: 5347.363770
	Iteration 64F: 3 clusters Score -6708772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Entering Unmasked Estep 
Score: -939674.000000 Penalty: 2186.800049
	Iteration 0F: 2 clusters Score -939674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -934041.562500 Penalty: 4373.600098
	Iteration 0F: 3 clusters Score -934041.6 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -935635.500000 Penalty: 4373.600098
	Iteration 1F: 3 clusters Score -935635.5 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -936045.062500 Penalty: 4373.600098
	Iteration 2F: 3 clusters Score -936045.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -936464.937500 Penalty: 4373.600098
	Iteration 3F: 3 clusters Score -936464.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -936884.562500 Penalty: 4373.600098
	Iteration 4F: 3 clusters Score -936884.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -937237.687500 Penalty: 4373.600098
	Iteration 5F: 3 clusters Score -937237.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -937523.687500 Penalty: 4373.600098
	Iteration 6F: 3 clusters Score -937523.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -937739.875000 Penalty: 4373.600098
	Iteration 7Q: 3 clusters Score -937739.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -937936.187500 Penalty: 4373.600098
	Iteration 8Q: 3 clusters Score -937936.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -938095.562500 Penalty: 4373.600098
	Iteration 9Q: 3 clusters Score -938095.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -938218.812500 Penalty: 4373.600098
	Iteration 10Q: 3 clusters Score -938218.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -938304.000000 Penalty: 4373.600098
	Iteration 11Q: 3 clusters Score -938304 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -938354.937500 Penalty: 4373.600098
	Iteration 12Q: 3 clusters Score -938354.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -938384.625000 Penalty: 4373.600098
	Iteration 13Q: 3 clusters Score -938384.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -938404.625000 Penalty: 4373.600098
	Iteration 14Q: 3 clusters Score -938404.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -938414.937500 Penalty: 4373.600098
	Iteration 15Q: 3 clusters Score -938414.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -938420.812500 Penalty: 4373.600098
	Iteration 16Q: 3 clusters Score -938420.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -938425.187500 Penalty: 4373.600098
	Iteration 17Q: 3 clusters Score -938425.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -938428.000000 Penalty: 4373.600098
	Iteration 18Q: 3 clusters Score -938428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -938428.000000 Penalty: 4373.600098
	Iteration 19F: 3 clusters Score -938428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Entering Unmasked Estep 
Score: -1180825.625000 Penalty: 2250.708252
	Iteration 0F: 2 clusters Score -1180826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1173964.000000 Penalty: 4501.416504
	Iteration 0F: 3 clusters Score -1173964 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1175916.625000 Penalty: 4501.416504
	Iteration 1F: 3 clusters Score -1175917 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1176251.000000 Penalty: 4501.416504
	Iteration 2F: 3 clusters Score -1176251 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1176542.500000 Penalty: 4501.416504
	Iteration 3F: 3 clusters Score -1176542 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1176836.000000 Penalty: 4501.416504
	Iteration 4F: 3 clusters Score -1176836 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1177128.875000 Penalty: 4501.416504
	Iteration 5Q: 3 clusters Score -1177129 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1177414.875000 Penalty: 4501.416504
	Iteration 6Q: 3 clusters Score -1177415 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1177703.000000 Penalty: 4501.416504
	Iteration 7Q: 3 clusters Score -1177703 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1177994.625000 Penalty: 4501.416504
	Iteration 8Q: 3 clusters Score -1177995 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1178266.875000 Penalty: 4501.416504
	Iteration 9Q: 3 clusters Score -1178267 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1178524.750000 Penalty: 4501.416504
	Iteration 10Q: 3 clusters Score -1178525 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1178810.125000 Penalty: 4501.416504
	Iteration 11Q: 3 clusters Score -1178810 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1179035.875000 Penalty: 4501.416504
	Iteration 12Q: 3 clusters Score -1179036 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1179163.250000 Penalty: 4501.416504
	Iteration 13Q: 3 clusters Score -1179163 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1179270.500000 Penalty: 4501.416504
	Iteration 14Q: 3 clusters Score -1179270 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1179351.250000 Penalty: 4501.416504
	Iteration 15Q: 3 clusters Score -1179351 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1179412.250000 Penalty: 4501.416504
	Iteration 16Q: 3 clusters Score -1179412 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1179476.375000 Penalty: 4501.416504
	Iteration 17Q: 3 clusters Score -1179476 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1179537.750000 Penalty: 4501.416504
	Iteration 18Q: 3 clusters Score -1179538 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1179591.250000 Penalty: 4501.416504
	Iteration 19Q: 3 clusters Score -1179591 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1179647.750000 Penalty: 4501.416504
	Iteration 20F: 3 clusters Score -1179648 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1179696.500000 Penalty: 4501.416504
	Iteration 21Q: 3 clusters Score -1179696 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1179741.625000 Penalty: 4501.416504
	Iteration 22Q: 3 clusters Score -1179742 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1179789.125000 Penalty: 4501.416504
	Iteration 23Q: 3 clusters Score -1179789 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1179841.500000 Penalty: 4501.416504
	Iteration 24Q: 3 clusters Score -1179842 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1179878.750000 Penalty: 4501.416504
	Iteration 25Q: 3 clusters Score -1179879 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1179906.250000 Penalty: 4501.416504
	Iteration 26Q: 3 clusters Score -1179906 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1179928.750000 Penalty: 4501.416504
	Iteration 27Q: 3 clusters Score -1179929 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1179951.125000 Penalty: 4501.416504
	Iteration 28Q: 3 clusters Score -1179951 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1179970.250000 Penalty: 4501.416504
	Iteration 29Q: 3 clusters Score -1179970 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1179979.750000 Penalty: 4501.416504
	Iteration 30Q: 3 clusters Score -1179980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1179991.125000 Penalty: 4501.416504
	Iteration 31Q: 3 clusters Score -1179991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1179999.500000 Penalty: 4501.416504
	Iteration 32Q: 3 clusters Score -1180000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1180005.000000 Penalty: 4501.416504
	Iteration 33Q: 3 clusters Score -1180005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1180007.500000 Penalty: 4501.416504
	Iteration 34Q: 3 clusters Score -1180008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1180013.125000 Penalty: 4501.416504
	Iteration 35Q: 3 clusters Score -1180013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1180013.875000 Penalty: 4501.416504
	Iteration 36Q: 3 clusters Score -1180014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1180016.375000 Penalty: 4501.416504
	Iteration 37Q: 3 clusters Score -1180016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1180020.875000 Penalty: 4501.416504
	Iteration 38Q: 3 clusters Score -1180021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1180021.000000 Penalty: 4501.416504
	Iteration 39Q: 3 clusters Score -1180021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1180023.125000 Penalty: 4501.416504
	Iteration 40F: 3 clusters Score -1180023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1180025.375000 Penalty: 4501.416504
	Iteration 41Q: 3 clusters Score -1180025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1180021.125000 Penalty: 4501.416504
	Iteration 42Q: 3 clusters Score -1180021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1180023.000000 Penalty: 4501.416504
	Iteration 43Q: 3 clusters Score -1180023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1180023.625000 Penalty: 4501.416504
	Iteration 44Q: 3 clusters Score -1180024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1180025.375000 Penalty: 4501.416504
	Iteration 45Q: 3 clusters Score -1180025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1180026.500000 Penalty: 4501.416504
	Iteration 46Q: 3 clusters Score -1180026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1180027.875000 Penalty: 4501.416504
	Iteration 47Q: 3 clusters Score -1180028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1180028.250000 Penalty: 4501.416504
	Iteration 48Q: 3 clusters Score -1180028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1180028.375000 Penalty: 4501.416504
	Iteration 49Q: 3 clusters Score -1180028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1180028.375000 Penalty: 4501.416504
	Iteration 50F: 3 clusters Score -1180028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -357693.562500 Penalty: 1957.605835
	Iteration 0F: 2 clusters Score -357693.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -354608.031250 Penalty: 3915.211670
	Iteration 0F: 3 clusters Score -354608 nChanged 908
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: -355204.562500 Penalty: 3915.211670
	Iteration 1F: 3 clusters Score -355204.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -355389.656250 Penalty: 3915.211670
	Iteration 2F: 3 clusters Score -355389.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -355496.687500 Penalty: 3915.211670
	Iteration 3F: 3 clusters Score -355496.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -355604.781250 Penalty: 3915.211670
	Iteration 4Q: 3 clusters Score -355604.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -355684.375000 Penalty: 3915.211670
	Iteration 5Q: 3 clusters Score -355684.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -355748.937500 Penalty: 3915.211670
	Iteration 6Q: 3 clusters Score -355748.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -355815.593750 Penalty: 3915.211670
	Iteration 7Q: 3 clusters Score -355815.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -355877.500000 Penalty: 3915.211670
	Iteration 8Q: 3 clusters Score -355877.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -355933.937500 Penalty: 3915.211670
	Iteration 9Q: 3 clusters Score -355933.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -355994.000000 Penalty: 3915.211670
	Iteration 10Q: 3 clusters Score -355994 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -356057.718750 Penalty: 3915.211670
	Iteration 11Q: 3 clusters Score -356057.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -356107.593750 Penalty: 3915.211670
	Iteration 12Q: 3 clusters Score -356107.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -356166.187500 Penalty: 3915.211670
	Iteration 13Q: 3 clusters Score -356166.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -356226.437500 Penalty: 3915.211670
	Iteration 14Q: 3 clusters Score -356226.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -356279.968750 Penalty: 3915.211670
	Iteration 15Q: 3 clusters Score -356280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -356321.968750 Penalty: 3915.211670
	Iteration 16Q: 3 clusters Score -356322 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -356371.562500 Penalty: 3915.211670
	Iteration 17Q: 3 clusters Score -356371.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -356431.093750 Penalty: 3915.211670
	Iteration 18Q: 3 clusters Score -356431.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -356489.687500 Penalty: 3915.211670
	Iteration 19Q: 3 clusters Score -356489.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -356526.500000 Penalty: 3915.211670
	Iteration 20F: 3 clusters Score -356526.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -356555.125000 Penalty: 3915.211670
	Iteration 21Q: 3 clusters Score -356555.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -356587.531250 Penalty: 3915.211670
	Iteration 22Q: 3 clusters Score -356587.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -356617.937500 Penalty: 3915.211670
	Iteration 23Q: 3 clusters Score -356617.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -356646.125000 Penalty: 3915.211670
	Iteration 24Q: 3 clusters Score -356646.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -356672.031250 Penalty: 3915.211670
	Iteration 25Q: 3 clusters Score -356672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -356690.656250 Penalty: 3915.211670
	Iteration 26Q: 3 clusters Score -356690.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -356697.187500 Penalty: 3915.211670
	Iteration 27Q: 3 clusters Score -356697.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -356700.218750 Penalty: 3915.211670
	Iteration 28Q: 3 clusters Score -356700.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -356701.937500 Penalty: 3915.211670
	Iteration 29Q: 3 clusters Score -356701.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -356702.625000 Penalty: 3915.211670
	Iteration 30Q: 3 clusters Score -356702.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -356703.250000 Penalty: 3915.211670
	Iteration 31Q: 3 clusters Score -356703.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -356703.250000 Penalty: 3915.211670
	Iteration 32F: 3 clusters Score -356703.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (128358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128358 members 
Entering Unmasked Estep 
Score: -17880578.000000 Penalty: 2917.119629
	Iteration 0F: 2 clusters Score -1.788058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64006 members 
Mstep: Class 2 contains 64352 members 
Entering Unmasked Estep 
Score: -17795940.000000 Penalty: 5834.239258
	Iteration 0F: 3 clusters Score -1.779594e+07 nChanged 61251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 66815 members 
Entering Unmasked Estep 
Score: -17830636.000000 Penalty: 5834.239258
	Iteration 1F: 3 clusters Score -1.783064e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59995 members 
Mstep: Class 2 contains 68363 members 
Entering Unmasked Estep 
Score: -17831594.000000 Penalty: 5834.239258
	Iteration 2Q: 3 clusters Score -1.783159e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57651 members 
Mstep: Class 2 contains 70707 members 
Entering Unmasked Estep 
Score: -17832932.000000 Penalty: 5834.239258
	Iteration 3Q: 3 clusters Score -1.783293e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 74303 members 
Entering Unmasked Estep 
Score: -17834978.000000 Penalty: 5834.239258
	Iteration 4Q: 3 clusters Score -1.783498e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 79505 members 
Entering Unmasked Estep 
Score: -17838084.000000 Penalty: 5834.239258
	Iteration 5Q: 3 clusters Score -1.783808e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 86563 members 
Entering Unmasked Estep 
Score: -17842990.000000 Penalty: 5834.239258
	Iteration 6F: 3 clusters Score -1.784299e+07 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 95372 members 
Entering Unmasked Estep 
Score: -17850266.000000 Penalty: 5834.239258
	Iteration 7F: 3 clusters Score -1.785027e+07 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 104868 members 
Entering Unmasked Estep 
Score: -17858698.000000 Penalty: 5834.239258
	Iteration 8F: 3 clusters Score -1.78587e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 113355 members 
Entering Unmasked Estep 
Score: -17866060.000000 Penalty: 5834.239258
	Iteration 9F: 3 clusters Score -1.786606e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 119624 members 
Entering Unmasked Estep 
Score: -17871562.000000 Penalty: 5834.239258
	Iteration 10Q: 3 clusters Score -1.787156e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 123430 members 
Entering Unmasked Estep 
Score: -17874704.000000 Penalty: 5834.239258
	Iteration 11Q: 3 clusters Score -1.78747e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 125450 members 
Entering Unmasked Estep 
Score: -17876264.000000 Penalty: 5834.239258
	Iteration 12Q: 3 clusters Score -1.787626e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 126447 members 
Entering Unmasked Estep 
Score: -17877036.000000 Penalty: 5834.239258
	Iteration 13Q: 3 clusters Score -1.787704e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 126979 members 
Entering Unmasked Estep 
Score: -17877454.000000 Penalty: 5834.239258
	Iteration 14Q: 3 clusters Score -1.787745e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 127276 members 
Entering Unmasked Estep 
Score: -17877646.000000 Penalty: 5834.239258
	Iteration 15Q: 3 clusters Score -1.787765e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 127432 members 
Entering Unmasked Estep 
Score: -17877794.000000 Penalty: 5834.239258
	Iteration 16Q: 3 clusters Score -1.787779e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 127541 members 
Entering Unmasked Estep 
Score: -17877866.000000 Penalty: 5834.239258
	Iteration 17Q: 3 clusters Score -1.787787e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 127592 members 
Entering Unmasked Estep 
Score: -17877912.000000 Penalty: 5834.239258
	Iteration 18Q: 3 clusters Score -1.787791e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 127629 members 
Entering Unmasked Estep 
Score: -17877944.000000 Penalty: 5834.239258
	Iteration 19Q: 3 clusters Score -1.787794e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 127662 members 
Entering Unmasked Estep 
Score: -17877976.000000 Penalty: 5834.239258
	Iteration 20F: 3 clusters Score -1.787798e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 127694 members 
Entering Unmasked Estep 
Score: -17877994.000000 Penalty: 5834.239258
	Iteration 21Q: 3 clusters Score -1.787799e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 127721 members 
Entering Unmasked Estep 
Score: -17878016.000000 Penalty: 5834.239258
	Iteration 22Q: 3 clusters Score -1.787802e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 127734 members 
Entering Unmasked Estep 
Score: -17878028.000000 Penalty: 5834.239258
	Iteration 23Q: 3 clusters Score -1.787803e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 127746 members 
Entering Unmasked Estep 
Score: -17878048.000000 Penalty: 5834.239258
	Iteration 24Q: 3 clusters Score -1.787805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 127751 members 
Entering Unmasked Estep 
Score: -17878034.000000 Penalty: 5834.239258
	Iteration 25Q: 3 clusters Score -1.787803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 127752 members 
Entering Unmasked Estep 
Score: -17878040.000000 Penalty: 5834.239258
	Iteration 26Q: 3 clusters Score -1.787804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 127760 members 
Entering Unmasked Estep 
Score: -17878046.000000 Penalty: 5834.239258
	Iteration 27Q: 3 clusters Score -1.787805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 127762 members 
Entering Unmasked Estep 
Score: -17878050.000000 Penalty: 5834.239258
	Iteration 28Q: 3 clusters Score -1.787805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 127763 members 
Entering Unmasked Estep 
Score: -17878044.000000 Penalty: 5834.239258
	Iteration 29Q: 3 clusters Score -1.787804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 127764 members 
Entering Unmasked Estep 
Score: -17878046.000000 Penalty: 5834.239258
	Iteration 30Q: 3 clusters Score -1.787805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 127764 members 
Entering Unmasked Estep 
Score: -17878046.000000 Penalty: 5834.239258
	Iteration 31F: 3 clusters Score -1.787805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Entering Unmasked Estep 
Score: -1053453.625000 Penalty: 2223.276367
	Iteration 0F: 2 clusters Score -1053454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1047218.750000 Penalty: 4446.552734
	Iteration 0F: 3 clusters Score -1047219 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1048874.000000 Penalty: 4446.552734
	Iteration 1F: 3 clusters Score -1048874 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1049117.750000 Penalty: 4446.552734
	Iteration 2F: 3 clusters Score -1049118 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1049310.500000 Penalty: 4446.552734
	Iteration 3Q: 3 clusters Score -1049310 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1049519.250000 Penalty: 4446.552734
	Iteration 4Q: 3 clusters Score -1049519 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1049745.000000 Penalty: 4446.552734
	Iteration 5Q: 3 clusters Score -1049745 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1049989.875000 Penalty: 4446.552734
	Iteration 6Q: 3 clusters Score -1049990 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1050244.000000 Penalty: 4446.552734
	Iteration 7Q: 3 clusters Score -1050244 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1050470.125000 Penalty: 4446.552734
	Iteration 8Q: 3 clusters Score -1050470 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1050722.125000 Penalty: 4446.552734
	Iteration 9Q: 3 clusters Score -1050722 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1050972.000000 Penalty: 4446.552734
	Iteration 10Q: 3 clusters Score -1050972 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1051212.875000 Penalty: 4446.552734
	Iteration 11Q: 3 clusters Score -1051213 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1051434.750000 Penalty: 4446.552734
	Iteration 12Q: 3 clusters Score -1051435 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1051651.000000 Penalty: 4446.552734
	Iteration 13Q: 3 clusters Score -1051651 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1051836.500000 Penalty: 4446.552734
	Iteration 14Q: 3 clusters Score -1051836 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1051996.875000 Penalty: 4446.552734
	Iteration 15Q: 3 clusters Score -1051997 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1052129.750000 Penalty: 4446.552734
	Iteration 16Q: 3 clusters Score -1052130 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1052245.750000 Penalty: 4446.552734
	Iteration 17Q: 3 clusters Score -1052246 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1052334.750000 Penalty: 4446.552734
	Iteration 18Q: 3 clusters Score -1052335 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1052399.375000 Penalty: 4446.552734
	Iteration 19Q: 3 clusters Score -1052399 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1052439.750000 Penalty: 4446.552734
	Iteration 20F: 3 clusters Score -1052440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1052464.875000 Penalty: 4446.552734
	Iteration 21Q: 3 clusters Score -1052465 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1052476.250000 Penalty: 4446.552734
	Iteration 22Q: 3 clusters Score -1052476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1052486.625000 Penalty: 4446.552734
	Iteration 23Q: 3 clusters Score -1052487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1052493.125000 Penalty: 4446.552734
	Iteration 24Q: 3 clusters Score -1052493 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1052511.375000 Penalty: 4446.552734
	Iteration 25Q: 3 clusters Score -1052511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1052520.875000 Penalty: 4446.552734
	Iteration 26Q: 3 clusters Score -1052521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1052527.000000 Penalty: 4446.552734
	Iteration 27Q: 3 clusters Score -1052527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1052535.375000 Penalty: 4446.552734
	Iteration 28Q: 3 clusters Score -1052535 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1052544.375000 Penalty: 4446.552734
	Iteration 29Q: 3 clusters Score -1052544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1052551.875000 Penalty: 4446.552734
	Iteration 30Q: 3 clusters Score -1052552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1052559.125000 Penalty: 4446.552734
	Iteration 31Q: 3 clusters Score -1052559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1052564.500000 Penalty: 4446.552734
	Iteration 32Q: 3 clusters Score -1052564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1052569.500000 Penalty: 4446.552734
	Iteration 33Q: 3 clusters Score -1052570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1052570.375000 Penalty: 4446.552734
	Iteration 34Q: 3 clusters Score -1052570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1052574.750000 Penalty: 4446.552734
	Iteration 35Q: 3 clusters Score -1052575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1052578.500000 Penalty: 4446.552734
	Iteration 36Q: 3 clusters Score -1052578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1052580.625000 Penalty: 4446.552734
	Iteration 37Q: 3 clusters Score -1052581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1052580.500000 Penalty: 4446.552734
	Iteration 38Q: 3 clusters Score -1052580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1052586.125000 Penalty: 4446.552734
	Iteration 39Q: 3 clusters Score -1052586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1052585.375000 Penalty: 4446.552734
	Iteration 40F: 3 clusters Score -1052585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1052588.375000 Penalty: 4446.552734
	Iteration 41Q: 3 clusters Score -1052588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1052591.000000 Penalty: 4446.552734
	Iteration 42Q: 3 clusters Score -1052591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1052594.250000 Penalty: 4446.552734
	Iteration 43Q: 3 clusters Score -1052594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1052594.750000 Penalty: 4446.552734
	Iteration 44Q: 3 clusters Score -1052595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1052598.500000 Penalty: 4446.552734
	Iteration 45Q: 3 clusters Score -1052598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1052606.750000 Penalty: 4446.552734
	Iteration 46Q: 3 clusters Score -1052607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1052611.000000 Penalty: 4446.552734
	Iteration 47Q: 3 clusters Score -1052611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1052613.750000 Penalty: 4446.552734
	Iteration 48Q: 3 clusters Score -1052614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1052617.250000 Penalty: 4446.552734
	Iteration 49Q: 3 clusters Score -1052617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1052619.375000 Penalty: 4446.552734
	Iteration 50Q: 3 clusters Score -1052619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1052618.375000 Penalty: 4446.552734
	Iteration 51Q: 3 clusters Score -1052618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1052617.625000 Penalty: 4446.552734
	Iteration 52Q: 3 clusters Score -1052618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1052621.500000 Penalty: 4446.552734
	Iteration 53Q: 3 clusters Score -1052622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1052621.500000 Penalty: 4446.552734
	Iteration 54Q: 3 clusters Score -1052622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1052621.875000 Penalty: 4446.552734
	Iteration 55Q: 3 clusters Score -1052622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1052621.625000 Penalty: 4446.552734
	Iteration 56Q: 3 clusters Score -1052622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1052621.250000 Penalty: 4446.552734
	Iteration 57Q: 3 clusters Score -1052621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1052622.125000 Penalty: 4446.552734
	Iteration 58Q: 3 clusters Score -1052622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1052622.125000 Penalty: 4446.552734
	Iteration 59F: 3 clusters Score -1052622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Entering Unmasked Estep 
Score: -283551.500000 Penalty: 1904.683594
	Iteration 0F: 2 clusters Score -283551.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -280840.531250 Penalty: 3809.367188
	Iteration 0F: 3 clusters Score -280840.5 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -281387.531250 Penalty: 3809.367188
	Iteration 1F: 3 clusters Score -281387.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -281551.718750 Penalty: 3809.367188
	Iteration 2F: 3 clusters Score -281551.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -281636.218750 Penalty: 3809.367188
	Iteration 3Q: 3 clusters Score -281636.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -281696.218750 Penalty: 3809.367188
	Iteration 4Q: 3 clusters Score -281696.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -281755.656250 Penalty: 3809.367188
	Iteration 5Q: 3 clusters Score -281755.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -281832.812500 Penalty: 3809.367188
	Iteration 6Q: 3 clusters Score -281832.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -281891.468750 Penalty: 3809.367188
	Iteration 7Q: 3 clusters Score -281891.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -281940.687500 Penalty: 3809.367188
	Iteration 8Q: 3 clusters Score -281940.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -281983.000000 Penalty: 3809.367188
	Iteration 9Q: 3 clusters Score -281983 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -282017.656250 Penalty: 3809.367188
	Iteration 10Q: 3 clusters Score -282017.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -282062.718750 Penalty: 3809.367188
	Iteration 11Q: 3 clusters Score -282062.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -282096.468750 Penalty: 3809.367188
	Iteration 12Q: 3 clusters Score -282096.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -282131.093750 Penalty: 3809.367188
	Iteration 13Q: 3 clusters Score -282131.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -282151.468750 Penalty: 3809.367188
	Iteration 14Q: 3 clusters Score -282151.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -282163.906250 Penalty: 3809.367188
	Iteration 15Q: 3 clusters Score -282163.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -282175.500000 Penalty: 3809.367188
	Iteration 16Q: 3 clusters Score -282175.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -282189.375000 Penalty: 3809.367188
	Iteration 17Q: 3 clusters Score -282189.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -282198.406250 Penalty: 3809.367188
	Iteration 18Q: 3 clusters Score -282198.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -282205.593750 Penalty: 3809.367188
	Iteration 19Q: 3 clusters Score -282205.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -282211.531250 Penalty: 3809.367188
	Iteration 20F: 3 clusters Score -282211.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -282220.187500 Penalty: 3809.367188
	Iteration 21Q: 3 clusters Score -282220.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -282222.875000 Penalty: 3809.367188
	Iteration 22Q: 3 clusters Score -282222.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -282227.093750 Penalty: 3809.367188
	Iteration 23Q: 3 clusters Score -282227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -282228.125000 Penalty: 3809.367188
	Iteration 24Q: 3 clusters Score -282228.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -282229.531250 Penalty: 3809.367188
	Iteration 25Q: 3 clusters Score -282229.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -282229.531250 Penalty: 3809.367188
	Iteration 26F: 3 clusters Score -282229.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Entering Unmasked Estep 
Score: -731231.562500 Penalty: 2130.982422
	Iteration 0F: 2 clusters Score -731231.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -726470.937500 Penalty: 4261.964844
	Iteration 0F: 3 clusters Score -726470.9 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -727639.750000 Penalty: 4261.964844
	Iteration 1F: 3 clusters Score -727639.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -727899.125000 Penalty: 4261.964844
	Iteration 2F: 3 clusters Score -727899.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -728134.937500 Penalty: 4261.964844
	Iteration 3F: 3 clusters Score -728134.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -728342.312500 Penalty: 4261.964844
	Iteration 4Q: 3 clusters Score -728342.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -728559.875000 Penalty: 4261.964844
	Iteration 5Q: 3 clusters Score -728559.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -728766.875000 Penalty: 4261.964844
	Iteration 6Q: 3 clusters Score -728766.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -728943.750000 Penalty: 4261.964844
	Iteration 7Q: 3 clusters Score -728943.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -729106.562500 Penalty: 4261.964844
	Iteration 8Q: 3 clusters Score -729106.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -729237.937500 Penalty: 4261.964844
	Iteration 9Q: 3 clusters Score -729237.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -729348.750000 Penalty: 4261.964844
	Iteration 10Q: 3 clusters Score -729348.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -729428.875000 Penalty: 4261.964844
	Iteration 11Q: 3 clusters Score -729428.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -729484.375000 Penalty: 4261.964844
	Iteration 12Q: 3 clusters Score -729484.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -729527.562500 Penalty: 4261.964844
	Iteration 13Q: 3 clusters Score -729527.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -729555.562500 Penalty: 4261.964844
	Iteration 14Q: 3 clusters Score -729555.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -729572.437500 Penalty: 4261.964844
	Iteration 15Q: 3 clusters Score -729572.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -729586.562500 Penalty: 4261.964844
	Iteration 16Q: 3 clusters Score -729586.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -729599.125000 Penalty: 4261.964844
	Iteration 17Q: 3 clusters Score -729599.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -729607.625000 Penalty: 4261.964844
	Iteration 18Q: 3 clusters Score -729607.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -729613.250000 Penalty: 4261.964844
	Iteration 19Q: 3 clusters Score -729613.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -729618.625000 Penalty: 4261.964844
	Iteration 20F: 3 clusters Score -729618.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -729622.437500 Penalty: 4261.964844
	Iteration 21Q: 3 clusters Score -729622.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -729627.687500 Penalty: 4261.964844
	Iteration 22Q: 3 clusters Score -729627.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -729630.250000 Penalty: 4261.964844
	Iteration 23Q: 3 clusters Score -729630.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -729630.437500 Penalty: 4261.964844
	Iteration 24Q: 3 clusters Score -729630.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -729630.312500 Penalty: 4261.964844
	Iteration 25Q: 3 clusters Score -729630.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -729631.125000 Penalty: 4261.964844
	Iteration 26Q: 3 clusters Score -729631.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -729632.437500 Penalty: 4261.964844
	Iteration 27Q: 3 clusters Score -729632.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -729632.875000 Penalty: 4261.964844
	Iteration 28Q: 3 clusters Score -729632.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -729639.312500 Penalty: 4261.964844
	Iteration 29Q: 3 clusters Score -729639.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -729643.937500 Penalty: 4261.964844
	Iteration 30Q: 3 clusters Score -729643.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -729646.562500 Penalty: 4261.964844
	Iteration 31Q: 3 clusters Score -729646.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -729648.875000 Penalty: 4261.964844
	Iteration 32Q: 3 clusters Score -729648.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -729650.687500 Penalty: 4261.964844
	Iteration 33Q: 3 clusters Score -729650.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -729652.187500 Penalty: 4261.964844
	Iteration 34Q: 3 clusters Score -729652.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -729653.750000 Penalty: 4261.964844
	Iteration 35Q: 3 clusters Score -729653.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -729653.750000 Penalty: 4261.964844
	Iteration 36F: 3 clusters Score -729653.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -63211.906250 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -63211.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61758.144531 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -61758.14 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61972.195312 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -61972.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62079.218750 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -62079.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62136.570312 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -62136.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62180.417969 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -62180.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -62223.539062 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -62223.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -62259.328125 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -62259.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62295.585938 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -62295.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -62345.488281 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -62345.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -62406.062500 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -62406.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -62482.226562 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -62482.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -62542.875000 Penalty: 3088.362305
	Iteration 11Q: 3 clusters Score -62542.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -62563.660156 Penalty: 3088.362305
	Iteration 12Q: 3 clusters Score -62563.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62575.769531 Penalty: 3088.362305
	Iteration 13Q: 3 clusters Score -62575.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62593.847656 Penalty: 3088.362305
	Iteration 14Q: 3 clusters Score -62593.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62602.445312 Penalty: 3088.362305
	Iteration 15Q: 3 clusters Score -62602.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -62611.625000 Penalty: 3088.362305
	Iteration 16Q: 3 clusters Score -62611.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -62627.996094 Penalty: 3088.362305
	Iteration 17Q: 3 clusters Score -62628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -62655.015625 Penalty: 3088.362305
	Iteration 18Q: 3 clusters Score -62655.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62735.664062 Penalty: 3088.362305
	Iteration 19Q: 3 clusters Score -62735.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -62931.484375 Penalty: 3088.362305
	Iteration 20F: 3 clusters Score -62931.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63090.136719 Penalty: 3088.362305
	Iteration 21Q: 3 clusters Score -63090.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63103.796875 Penalty: 3088.362305
	Iteration 22Q: 3 clusters Score -63103.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63114.023438 Penalty: 3088.362305
	Iteration 23Q: 3 clusters Score -63114.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63114.023438 Penalty: 3088.362305
	Iteration 24F: 3 clusters Score -63114.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (66952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66952 members 
Entering Unmasked Estep 
Score: -9367280.000000 Penalty: 2755.709473
	Iteration 0F: 2 clusters Score -9367280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -9322270.000000 Penalty: 5511.418945
	Iteration 0F: 3 clusters Score -9322270 nChanged 31315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -9339920.000000 Penalty: 5511.418945
	Iteration 1F: 3 clusters Score -9339920 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -9340532.000000 Penalty: 5511.418945
	Iteration 2Q: 3 clusters Score -9340532 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -9341256.000000 Penalty: 5511.418945
	Iteration 3Q: 3 clusters Score -9341256 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -9342061.000000 Penalty: 5511.418945
	Iteration 4Q: 3 clusters Score -9342061 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -9342818.000000 Penalty: 5511.418945
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -9353720 nChanged 3962
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Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9357699 nChanged 1256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9360095 nChanged 706
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9360451 nChanged 636
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Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9360617 nChanged 593
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48942 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50343 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53163 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53627 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54945 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55823 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56273 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56702 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57123 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 57537 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 57952 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 58379 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 58804 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9363451 nChanged 408
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Mstep: Class 1 contains 59212 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 59645 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9363621 nChanged 424
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Mstep: Class 1 contains 60069 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9363735 nChanged 425
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Mstep: Class 1 contains 60494 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 60897 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9364004 nChanged 386
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Mstep: Class 1 contains 61283 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9364126 nChanged 338
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Mstep: Class 1 contains 61621 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 61936 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9364359 nChanged 295
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Mstep: Class 1 contains 62231 members 
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	Iteration 64Q: 3 clusters Score -9364451 nChanged 281
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Mstep: Class 1 contains 62510 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9364526 nChanged 281
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Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63027 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 63239 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9364712 nChanged 182
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Mstep: Class 1 contains 63419 members 
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Mstep: Class 1 contains 63583 members 
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Mstep: Class 1 contains 63725 members 
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	Iteration 71Q: 3 clusters Score -9364853 nChanged 131
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9365097 nChanged 83
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	Iteration 79Q: 3 clusters Score -9365109 nChanged 68
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9365112 nChanged 56
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9365132 nChanged 54
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9365143 nChanged 35
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	Iteration 83Q: 3 clusters Score -9365157 nChanged 32
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	Iteration 84Q: 3 clusters Score -9365182 nChanged 35
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	Iteration 85Q: 3 clusters Score -9365202 nChanged 22
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9365201 nChanged 16
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	Iteration 87Q: 3 clusters Score -9365188 nChanged 14
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9365195 nChanged 14
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Mstep: Class 1 contains 64990 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9365192 nChanged 14
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	Iteration 92Q: 3 clusters Score -9365197 nChanged 9
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	Iteration 94Q: 3 clusters Score -9365193 nChanged 7
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9365199 nChanged 6
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9365203 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65076 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -9365201.000000 Penalty: 5511.418945
	Iteration 98Q: 3 clusters Score -9365201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65078 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -9365201.000000 Penalty: 5511.418945
	Iteration 99Q: 3 clusters Score -9365201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65079 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -9365200.000000 Penalty: 5511.418945
	Iteration 100F: 3 clusters Score -9365200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65080 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -9365200.000000 Penalty: 5511.418945
	Iteration 101Q: 3 clusters Score -9365200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65081 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -9365205.000000 Penalty: 5511.418945
	Iteration 102Q: 3 clusters Score -9365205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65081 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -9365205.000000 Penalty: 5511.418945
	Iteration 103F: 3 clusters Score -9365205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (34513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Entering Unmasked Estep 
Score: -4697720.000000 Penalty: 2591.374512
	Iteration 0F: 2 clusters Score -4697720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -4674217.000000 Penalty: 5182.749023
	Iteration 0F: 3 clusters Score -4674217 nChanged 15698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -4683191.000000 Penalty: 5182.749023
	Iteration 1F: 3 clusters Score -4683191 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -4684265.000000 Penalty: 5182.749023
	Iteration 2F: 3 clusters Score -4684265 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -4685627.500000 Penalty: 5182.749023
	Iteration 3F: 3 clusters Score -4685628 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -4687220.500000 Penalty: 5182.749023
	Iteration 4F: 3 clusters Score -4687220 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -4688905.500000 Penalty: 5182.749023
	Iteration 5F: 3 clusters Score -4688906 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -4690557.000000 Penalty: 5182.749023
	Iteration 6F: 3 clusters Score -4690557 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -4692058.000000 Penalty: 5182.749023
	Iteration 7F: 3 clusters Score -4692058 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -4693409.000000 Penalty: 5182.749023
	Iteration 8F: 3 clusters Score -4693409 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -4694528.000000 Penalty: 5182.749023
	Iteration 9Q: 3 clusters Score -4694528 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -4695267.000000 Penalty: 5182.749023
	Iteration 10Q: 3 clusters Score -4695267 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -4695637.000000 Penalty: 5182.749023
	Iteration 11Q: 3 clusters Score -4695637 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -4695784.500000 Penalty: 5182.749023
	Iteration 12Q: 3 clusters Score -4695784 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -4695882.500000 Penalty: 5182.749023
	Iteration 13Q: 3 clusters Score -4695882 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -4695911.000000 Penalty: 5182.749023
	Iteration 14Q: 3 clusters Score -4695911 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -4695929.500000 Penalty: 5182.749023
	Iteration 15Q: 3 clusters Score -4695930 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -4695942.000000 Penalty: 5182.749023
	Iteration 16Q: 3 clusters Score -4695942 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -4695952.000000 Penalty: 5182.749023
	Iteration 17Q: 3 clusters Score -4695952 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -4695948.500000 Penalty: 5182.749023
	Iteration 18Q: 3 clusters Score -4695948 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -4695940.500000 Penalty: 5182.749023
	Iteration 19Q: 3 clusters Score -4695940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -4695944.500000 Penalty: 5182.749023
	Iteration 20F: 3 clusters Score -4695944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -4695938.500000 Penalty: 5182.749023
	Iteration 21Q: 3 clusters Score -4695938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -4695942.000000 Penalty: 5182.749023
	Iteration 22Q: 3 clusters Score -4695942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -4695953.500000 Penalty: 5182.749023
	Iteration 23Q: 3 clusters Score -4695954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -4695948.500000 Penalty: 5182.749023
	Iteration 24Q: 3 clusters Score -4695948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -4695956.000000 Penalty: 5182.749023
	Iteration 25Q: 3 clusters Score -4695956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -4695961.000000 Penalty: 5182.749023
	Iteration 26Q: 3 clusters Score -4695961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -4695969.500000 Penalty: 5182.749023
	Iteration 27Q: 3 clusters Score -4695970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -4695966.500000 Penalty: 5182.749023
	Iteration 28Q: 3 clusters Score -4695966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -4695968.500000 Penalty: 5182.749023
	Iteration 29Q: 3 clusters Score -4695968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -4695965.000000 Penalty: 5182.749023
	Iteration 30Q: 3 clusters Score -4695965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -4695963.000000 Penalty: 5182.749023
	Iteration 31Q: 3 clusters Score -4695963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -4695958.500000 Penalty: 5182.749023
	Iteration 32Q: 3 clusters Score -4695958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -4695961.000000 Penalty: 5182.749023
	Iteration 33Q: 3 clusters Score -4695961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -4695963.000000 Penalty: 5182.749023
	Iteration 34Q: 3 clusters Score -4695963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -4695956.000000 Penalty: 5182.749023
	Iteration 35Q: 3 clusters Score -4695956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -4695956.000000 Penalty: 5182.749023
	Iteration 36Q: 3 clusters Score -4695956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -4695960.500000 Penalty: 5182.749023
	Iteration 37Q: 3 clusters Score -4695960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -4695969.500000 Penalty: 5182.749023
	Iteration 38Q: 3 clusters Score -4695970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -4695967.000000 Penalty: 5182.749023
	Iteration 39Q: 3 clusters Score -4695967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -4695974.500000 Penalty: 5182.749023
	Iteration 40F: 3 clusters Score -4695974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -4695970.500000 Penalty: 5182.749023
	Iteration 41Q: 3 clusters Score -4695970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -4695976.000000 Penalty: 5182.749023
	Iteration 42Q: 3 clusters Score -4695976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -4695976.000000 Penalty: 5182.749023
	Iteration 43F: 3 clusters Score -4695976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Entering Unmasked Estep 
Score: -504086.093750 Penalty: 2029.482544
	Iteration 0F: 2 clusters Score -504086.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -500456.468750 Penalty: 4058.965088
	Iteration 0F: 3 clusters Score -500456.5 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -501203.062500 Penalty: 4058.965088
	Iteration 1F: 3 clusters Score -501203.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -501391.062500 Penalty: 4058.965088
	Iteration 2F: 3 clusters Score -501391.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -501505.281250 Penalty: 4058.965088
	Iteration 3Q: 3 clusters Score -501505.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -501593.656250 Penalty: 4058.965088
	Iteration 4Q: 3 clusters Score -501593.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -501666.593750 Penalty: 4058.965088
	Iteration 5Q: 3 clusters Score -501666.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -501722.156250 Penalty: 4058.965088
	Iteration 6Q: 3 clusters Score -501722.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -501769.406250 Penalty: 4058.965088
	Iteration 7Q: 3 clusters Score -501769.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -501814.406250 Penalty: 4058.965088
	Iteration 8Q: 3 clusters Score -501814.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -501861.843750 Penalty: 4058.965088
	Iteration 9Q: 3 clusters Score -501861.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -501889.718750 Penalty: 4058.965088
	Iteration 10Q: 3 clusters Score -501889.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -501911.218750 Penalty: 4058.965088
	Iteration 11Q: 3 clusters Score -501911.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -501931.343750 Penalty: 4058.965088
	Iteration 12Q: 3 clusters Score -501931.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -501958.718750 Penalty: 4058.965088
	Iteration 13Q: 3 clusters Score -501958.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -501993.062500 Penalty: 4058.965088
	Iteration 14Q: 3 clusters Score -501993.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -502017.218750 Penalty: 4058.965088
	Iteration 15Q: 3 clusters Score -502017.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -502037.343750 Penalty: 4058.965088
	Iteration 16Q: 3 clusters Score -502037.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -502054.312500 Penalty: 4058.965088
	Iteration 17Q: 3 clusters Score -502054.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -502070.000000 Penalty: 4058.965088
	Iteration 18Q: 3 clusters Score -502070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -502089.937500 Penalty: 4058.965088
	Iteration 19Q: 3 clusters Score -502089.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -502107.406250 Penalty: 4058.965088
	Iteration 20F: 3 clusters Score -502107.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -502120.781250 Penalty: 4058.965088
	Iteration 21Q: 3 clusters Score -502120.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -502131.375000 Penalty: 4058.965088
	Iteration 22Q: 3 clusters Score -502131.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -502143.687500 Penalty: 4058.965088
	Iteration 23Q: 3 clusters Score -502143.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -502161.468750 Penalty: 4058.965088
	Iteration 24Q: 3 clusters Score -502161.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -502175.500000 Penalty: 4058.965088
	Iteration 25Q: 3 clusters Score -502175.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -502183.750000 Penalty: 4058.965088
	Iteration 26Q: 3 clusters Score -502183.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -502189.875000 Penalty: 4058.965088
	Iteration 27Q: 3 clusters Score -502189.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -502194.812500 Penalty: 4058.965088
	Iteration 28Q: 3 clusters Score -502194.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -502199.687500 Penalty: 4058.965088
	Iteration 29Q: 3 clusters Score -502199.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -502201.093750 Penalty: 4058.965088
	Iteration 30Q: 3 clusters Score -502201.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -502201.093750 Penalty: 4058.965088
	Iteration 31F: 3 clusters Score -502201.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Entering Unmasked Estep 
Score: -243212.593750 Penalty: 1861.907104
	Iteration 0F: 2 clusters Score -243212.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -240784.000000 Penalty: 3723.814209
	Iteration 0F: 3 clusters Score -240784 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -241796.234375 Penalty: 3723.814209
	Iteration 1F: 3 clusters Score -241796.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -242625.390625 Penalty: 3723.814209
	Iteration 2F: 3 clusters Score -242625.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -243055.421875 Penalty: 3723.814209
	Iteration 3F: 3 clusters Score -243055.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -243364.984375 Penalty: 3723.814209
	Iteration 4F: 3 clusters Score -243365 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -243507.359375 Penalty: 3723.814209
	Iteration 5Q: 3 clusters Score -243507.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -243588.890625 Penalty: 3723.814209
	Iteration 6Q: 3 clusters Score -243588.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -243616.390625 Penalty: 3723.814209
	Iteration 7Q: 3 clusters Score -243616.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -243635.453125 Penalty: 3723.814209
	Iteration 8Q: 3 clusters Score -243635.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -243643.671875 Penalty: 3723.814209
	Iteration 9Q: 3 clusters Score -243643.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -243648.937500 Penalty: 3723.814209
	Iteration 10Q: 3 clusters Score -243648.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -243655.515625 Penalty: 3723.814209
	Iteration 11Q: 3 clusters Score -243655.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -243659.437500 Penalty: 3723.814209
	Iteration 12Q: 3 clusters Score -243659.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -243659.437500 Penalty: 3723.814209
	Iteration 13F: 3 clusters Score -243659.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 55487 members 
Mstep: Class 3 contains 12473 members 
Mstep: Class 4 contains 42653 members 
Mstep: Class 5 contains 50241 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64891 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134365 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 157849 members 
Mstep: Class 14 contains 146433 members 
Mstep: Class 15 contains 48097 members 
Mstep: Class 16 contains 6753 members 
Mstep: Class 17 contains 8738 members 
Mstep: Class 18 contains 2680 members 
Mstep: Class 19 contains 128358 members 
Mstep: Class 20 contains 7823 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5392 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66952 members 
Mstep: Class 25 contains 34513 members 
Mstep: Class 26 contains 3581 members 
Mstep: Class 27 contains 1657 members 
Mstep: Class 28 contains 5870 members 
Mstep: Class 29 contains 21268 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Mstep: Class 32 contains 165 members 
Entering Unmasked Estep 
Score: -142940544.000000 Penalty: 110053.570312
Splitting cluster 27 changes total score from -142941664.000000 to -142940544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (5870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Entering Unmasked Estep 
Score: -808788.187500 Penalty: 2152.047363
	Iteration 0F: 2 clusters Score -808788.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -803737.312500 Penalty: 4304.094727
	Iteration 0F: 3 clusters Score -803737.3 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -804946.062500 Penalty: 4304.094727
	Iteration 1F: 3 clusters Score -804946.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -805147.187500 Penalty: 4304.094727
	Iteration 2F: 3 clusters Score -805147.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -805270.437500 Penalty: 4304.094727
	Iteration 3Q: 3 clusters Score -805270.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -805364.125000 Penalty: 4304.094727
	Iteration 4Q: 3 clusters Score -805364.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -805432.187500 Penalty: 4304.094727
	Iteration 5Q: 3 clusters Score -805432.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -805490.687500 Penalty: 4304.094727
	Iteration 6Q: 3 clusters Score -805490.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -805549.375000 Penalty: 4304.094727
	Iteration 7Q: 3 clusters Score -805549.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -805603.687500 Penalty: 4304.094727
	Iteration 8Q: 3 clusters Score -805603.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -805661.312500 Penalty: 4304.094727
	Iteration 9Q: 3 clusters Score -805661.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -805724.687500 Penalty: 4304.094727
	Iteration 10Q: 3 clusters Score -805724.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -805793.000000 Penalty: 4304.094727
	Iteration 11Q: 3 clusters Score -805793 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -805874.750000 Penalty: 4304.094727
	Iteration 12Q: 3 clusters Score -805874.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -805966.250000 Penalty: 4304.094727
	Iteration 13Q: 3 clusters Score -805966.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -806096.187500 Penalty: 4304.094727
	Iteration 14Q: 3 clusters Score -806096.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -806233.812500 Penalty: 4304.094727
	Iteration 15Q: 3 clusters Score -806233.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -806396.000000 Penalty: 4304.094727
	Iteration 16Q: 3 clusters Score -806396 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -806566.937500 Penalty: 4304.094727
	Iteration 17Q: 3 clusters Score -806566.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -806761.812500 Penalty: 4304.094727
	Iteration 18Q: 3 clusters Score -806761.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -806946.125000 Penalty: 4304.094727
	Iteration 19Q: 3 clusters Score -806946.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -807093.937500 Penalty: 4304.094727
	Iteration 20F: 3 clusters Score -807093.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -807224.687500 Penalty: 4304.094727
	Iteration 21Q: 3 clusters Score -807224.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -807339.812500 Penalty: 4304.094727
	Iteration 22Q: 3 clusters Score -807339.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -807418.562500 Penalty: 4304.094727
	Iteration 23Q: 3 clusters Score -807418.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -807468.687500 Penalty: 4304.094727
	Iteration 24Q: 3 clusters Score -807468.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -807501.562500 Penalty: 4304.094727
	Iteration 25Q: 3 clusters Score -807501.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -807526.625000 Penalty: 4304.094727
	Iteration 26Q: 3 clusters Score -807526.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -807538.000000 Penalty: 4304.094727
	Iteration 27Q: 3 clusters Score -807538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -807547.937500 Penalty: 4304.094727
	Iteration 28Q: 3 clusters Score -807547.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -807551.750000 Penalty: 4304.094727
	Iteration 29Q: 3 clusters Score -807551.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -807556.000000 Penalty: 4304.094727
	Iteration 30Q: 3 clusters Score -807556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -807562.312500 Penalty: 4304.094727
	Iteration 31Q: 3 clusters Score -807562.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -807563.687500 Penalty: 4304.094727
	Iteration 32Q: 3 clusters Score -807563.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -807564.125000 Penalty: 4304.094727
	Iteration 33Q: 3 clusters Score -807564.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -807564.687500 Penalty: 4304.094727
	Iteration 34Q: 3 clusters Score -807564.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -807566.937500 Penalty: 4304.094727
	Iteration 35Q: 3 clusters Score -807566.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -807566.875000 Penalty: 4304.094727
	Iteration 36Q: 3 clusters Score -807566.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -807568.187500 Penalty: 4304.094727
	Iteration 37Q: 3 clusters Score -807568.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -807569.312500 Penalty: 4304.094727
	Iteration 38Q: 3 clusters Score -807569.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -807569.312500 Penalty: 4304.094727
	Iteration 39F: 3 clusters Score -807569.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Entering Unmasked Estep 
Score: -2768883.250000 Penalty: 2471.309814
	Iteration 0F: 2 clusters Score -2768883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2753982.500000 Penalty: 4942.619629
	Iteration 0F: 3 clusters Score -2753982 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2759287.500000 Penalty: 4942.619629
	Iteration 1F: 3 clusters Score -2759288 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2759947.750000 Penalty: 4942.619629
	Iteration 2F: 3 clusters Score -2759948 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2760604.500000 Penalty: 4942.619629
	Iteration 3F: 3 clusters Score -2760604 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2761289.000000 Penalty: 4942.619629
	Iteration 4F: 3 clusters Score -2761289 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2762015.500000 Penalty: 4942.619629
	Iteration 5F: 3 clusters Score -2762016 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2762750.500000 Penalty: 4942.619629
	Iteration 6F: 3 clusters Score -2762750 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2763415.500000 Penalty: 4942.619629
	Iteration 7F: 3 clusters Score -2763416 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2764016.000000 Penalty: 4942.619629
	Iteration 8Q: 3 clusters Score -2764016 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2764547.000000 Penalty: 4942.619629
	Iteration 9Q: 3 clusters Score -2764547 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2765053.500000 Penalty: 4942.619629
	Iteration 10Q: 3 clusters Score -2765054 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2765490.000000 Penalty: 4942.619629
	Iteration 11Q: 3 clusters Score -2765490 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2765807.000000 Penalty: 4942.619629
	Iteration 12Q: 3 clusters Score -2765807 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2766053.250000 Penalty: 4942.619629
	Iteration 13Q: 3 clusters Score -2766053 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2766228.250000 Penalty: 4942.619629
	Iteration 14Q: 3 clusters Score -2766228 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2766359.250000 Penalty: 4942.619629
	Iteration 15Q: 3 clusters Score -2766359 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2766464.500000 Penalty: 4942.619629
	Iteration 16Q: 3 clusters Score -2766464 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2766568.000000 Penalty: 4942.619629
	Iteration 17Q: 3 clusters Score -2766568 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2766654.000000 Penalty: 4942.619629
	Iteration 18Q: 3 clusters Score -2766654 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2766747.250000 Penalty: 4942.619629
	Iteration 19Q: 3 clusters Score -2766747 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2766842.500000 Penalty: 4942.619629
	Iteration 20F: 3 clusters Score -2766842 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2766900.500000 Penalty: 4942.619629
	Iteration 21Q: 3 clusters Score -2766900 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2766971.500000 Penalty: 4942.619629
	Iteration 22Q: 3 clusters Score -2766972 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2767035.500000 Penalty: 4942.619629
	Iteration 23Q: 3 clusters Score -2767036 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2767126.250000 Penalty: 4942.619629
	Iteration 24Q: 3 clusters Score -2767126 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2767193.250000 Penalty: 4942.619629
	Iteration 25Q: 3 clusters Score -2767193 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2767278.250000 Penalty: 4942.619629
	Iteration 26Q: 3 clusters Score -2767278 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2767340.000000 Penalty: 4942.619629
	Iteration 27Q: 3 clusters Score -2767340 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2767421.250000 Penalty: 4942.619629
	Iteration 28Q: 3 clusters Score -2767421 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2767502.000000 Penalty: 4942.619629
	Iteration 29Q: 3 clusters Score -2767502 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2767560.750000 Penalty: 4942.619629
	Iteration 30Q: 3 clusters Score -2767561 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2767631.000000 Penalty: 4942.619629
	Iteration 31Q: 3 clusters Score -2767631 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2767705.000000 Penalty: 4942.619629
	Iteration 32Q: 3 clusters Score -2767705 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2767785.750000 Penalty: 4942.619629
	Iteration 33Q: 3 clusters Score -2767786 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2767864.750000 Penalty: 4942.619629
	Iteration 34Q: 3 clusters Score -2767865 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2767928.750000 Penalty: 4942.619629
	Iteration 35Q: 3 clusters Score -2767929 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2767992.500000 Penalty: 4942.619629
	Iteration 36Q: 3 clusters Score -2767992 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2768058.000000 Penalty: 4942.619629
	Iteration 37Q: 3 clusters Score -2768058 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2768106.500000 Penalty: 4942.619629
	Iteration 38Q: 3 clusters Score -2768106 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2768151.250000 Penalty: 4942.619629
	Iteration 39Q: 3 clusters Score -2768151 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2768185.000000 Penalty: 4942.619629
	Iteration 40F: 3 clusters Score -2768185 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2768223.000000 Penalty: 4942.619629
	Iteration 41Q: 3 clusters Score -2768223 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2768233.500000 Penalty: 4942.619629
	Iteration 42Q: 3 clusters Score -2768234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2768249.250000 Penalty: 4942.619629
	Iteration 43Q: 3 clusters Score -2768249 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2768261.500000 Penalty: 4942.619629
	Iteration 44Q: 3 clusters Score -2768262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2768261.750000 Penalty: 4942.619629
	Iteration 45Q: 3 clusters Score -2768262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2768263.750000 Penalty: 4942.619629
	Iteration 46Q: 3 clusters Score -2768264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2768270.000000 Penalty: 4942.619629
	Iteration 47Q: 3 clusters Score -2768270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -2768276.750000 Penalty: 4942.619629
	Iteration 48Q: 3 clusters Score -2768277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2768286.000000 Penalty: 4942.619629
	Iteration 49Q: 3 clusters Score -2768286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2768283.500000 Penalty: 4942.619629
	Iteration 50Q: 3 clusters Score -2768284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2768283.750000 Penalty: 4942.619629
	Iteration 51Q: 3 clusters Score -2768284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2768285.500000 Penalty: 4942.619629
	Iteration 52Q: 3 clusters Score -2768286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2768287.750000 Penalty: 4942.619629
	Iteration 53Q: 3 clusters Score -2768288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2768284.250000 Penalty: 4942.619629
	Iteration 54Q: 3 clusters Score -2768284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2768286.500000 Penalty: 4942.619629
	Iteration 55Q: 3 clusters Score -2768286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2768286.000000 Penalty: 4942.619629
	Iteration 56Q: 3 clusters Score -2768286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2768284.500000 Penalty: 4942.619629
	Iteration 57Q: 3 clusters Score -2768284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2768284.500000 Penalty: 4942.619629
	Iteration 58F: 3 clusters Score -2768284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Entering Unmasked Estep 
Score: -351978.156250 Penalty: 1948.463257
	Iteration 0F: 2 clusters Score -351978.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -348944.218750 Penalty: 3896.926514
	Iteration 0F: 3 clusters Score -348944.2 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -349576.406250 Penalty: 3896.926514
	Iteration 1F: 3 clusters Score -349576.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -349728.625000 Penalty: 3896.926514
	Iteration 2F: 3 clusters Score -349728.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -349808.781250 Penalty: 3896.926514
	Iteration 3Q: 3 clusters Score -349808.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -349860.656250 Penalty: 3896.926514
	Iteration 4Q: 3 clusters Score -349860.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -349919.343750 Penalty: 3896.926514
	Iteration 5Q: 3 clusters Score -349919.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -349963.062500 Penalty: 3896.926514
	Iteration 6Q: 3 clusters Score -349963.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -350004.062500 Penalty: 3896.926514
	Iteration 7Q: 3 clusters Score -350004.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -350049.312500 Penalty: 3896.926514
	Iteration 8Q: 3 clusters Score -350049.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -350082.250000 Penalty: 3896.926514
	Iteration 9Q: 3 clusters Score -350082.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -350114.218750 Penalty: 3896.926514
	Iteration 10Q: 3 clusters Score -350114.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -350135.750000 Penalty: 3896.926514
	Iteration 11Q: 3 clusters Score -350135.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -350158.437500 Penalty: 3896.926514
	Iteration 12Q: 3 clusters Score -350158.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -350176.843750 Penalty: 3896.926514
	Iteration 13Q: 3 clusters Score -350176.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -350196.000000 Penalty: 3896.926514
	Iteration 14Q: 3 clusters Score -350196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -350211.093750 Penalty: 3896.926514
	Iteration 15Q: 3 clusters Score -350211.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -350222.031250 Penalty: 3896.926514
	Iteration 16Q: 3 clusters Score -350222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -350235.406250 Penalty: 3896.926514
	Iteration 17Q: 3 clusters Score -350235.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -350256.375000 Penalty: 3896.926514
	Iteration 18Q: 3 clusters Score -350256.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -350271.000000 Penalty: 3896.926514
	Iteration 19Q: 3 clusters Score -350271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -350282.812500 Penalty: 3896.926514
	Iteration 20F: 3 clusters Score -350282.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -350290.562500 Penalty: 3896.926514
	Iteration 21Q: 3 clusters Score -350290.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -350294.375000 Penalty: 3896.926514
	Iteration 22Q: 3 clusters Score -350294.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -350296.031250 Penalty: 3896.926514
	Iteration 23Q: 3 clusters Score -350296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -350296.031250 Penalty: 3896.926514
	Iteration 24Q: 3 clusters Score -350296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -350297.875000 Penalty: 3896.926514
	Iteration 25Q: 3 clusters Score -350297.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -350299.406250 Penalty: 3896.926514
	Iteration 26Q: 3 clusters Score -350299.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -350300.250000 Penalty: 3896.926514
	Iteration 27Q: 3 clusters Score -350300.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -350300.250000 Penalty: 3896.926514
	Iteration 28F: 3 clusters Score -350300.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -546108.562500 Penalty: 2059.207764
	Iteration 0F: 2 clusters Score -546108.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -542206.687500 Penalty: 4118.415527
	Iteration 0F: 3 clusters Score -542206.7 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -543034.500000 Penalty: 4118.415527
	Iteration 1F: 3 clusters Score -543034.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -543248.312500 Penalty: 4118.415527
	Iteration 2F: 3 clusters Score -543248.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -543380.812500 Penalty: 4118.415527
	Iteration 3F: 3 clusters Score -543380.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -543491.187500 Penalty: 4118.415527
	Iteration 4Q: 3 clusters Score -543491.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -543580.625000 Penalty: 4118.415527
	Iteration 5Q: 3 clusters Score -543580.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -543656.187500 Penalty: 4118.415527
	Iteration 6Q: 3 clusters Score -543656.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -543721.812500 Penalty: 4118.415527
	Iteration 7Q: 3 clusters Score -543721.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -543793.812500 Penalty: 4118.415527
	Iteration 8Q: 3 clusters Score -543793.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -543861.562500 Penalty: 4118.415527
	Iteration 9Q: 3 clusters Score -543861.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -543932.187500 Penalty: 4118.415527
	Iteration 10Q: 3 clusters Score -543932.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -543993.875000 Penalty: 4118.415527
	Iteration 11Q: 3 clusters Score -543993.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -544059.187500 Penalty: 4118.415527
	Iteration 12Q: 3 clusters Score -544059.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -544127.562500 Penalty: 4118.415527
	Iteration 13Q: 3 clusters Score -544127.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -544181.937500 Penalty: 4118.415527
	Iteration 14Q: 3 clusters Score -544181.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -544233.062500 Penalty: 4118.415527
	Iteration 15Q: 3 clusters Score -544233.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -544277.500000 Penalty: 4118.415527
	Iteration 16Q: 3 clusters Score -544277.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -544316.937500 Penalty: 4118.415527
	Iteration 17Q: 3 clusters Score -544316.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -544353.625000 Penalty: 4118.415527
	Iteration 18Q: 3 clusters Score -544353.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -544381.875000 Penalty: 4118.415527
	Iteration 19Q: 3 clusters Score -544381.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -544402.625000 Penalty: 4118.415527
	Iteration 20F: 3 clusters Score -544402.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -544418.812500 Penalty: 4118.415527
	Iteration 21Q: 3 clusters Score -544418.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -544435.937500 Penalty: 4118.415527
	Iteration 22Q: 3 clusters Score -544435.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -544449.875000 Penalty: 4118.415527
	Iteration 23Q: 3 clusters Score -544449.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -544462.437500 Penalty: 4118.415527
	Iteration 24Q: 3 clusters Score -544462.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -544472.625000 Penalty: 4118.415527
	Iteration 25Q: 3 clusters Score -544472.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -544479.062500 Penalty: 4118.415527
	Iteration 26Q: 3 clusters Score -544479.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -544486.687500 Penalty: 4118.415527
	Iteration 27Q: 3 clusters Score -544486.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -544496.375000 Penalty: 4118.415527
	Iteration 28Q: 3 clusters Score -544496.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -544503.250000 Penalty: 4118.415527
	Iteration 29Q: 3 clusters Score -544503.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -544517.812500 Penalty: 4118.415527
	Iteration 30Q: 3 clusters Score -544517.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -544524.312500 Penalty: 4118.415527
	Iteration 31Q: 3 clusters Score -544524.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -544528.750000 Penalty: 4118.415527
	Iteration 32Q: 3 clusters Score -544528.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -544532.187500 Penalty: 4118.415527
	Iteration 33Q: 3 clusters Score -544532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -544532.812500 Penalty: 4118.415527
	Iteration 34Q: 3 clusters Score -544532.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -544534.125000 Penalty: 4118.415527
	Iteration 35Q: 3 clusters Score -544534.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -544534.125000 Penalty: 4118.415527
	Iteration 36F: 3 clusters Score -544534.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 55487 members 
Mstep: Class 3 contains 12473 members 
Mstep: Class 4 contains 42653 members 
Mstep: Class 5 contains 50241 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64891 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134365 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 157849 members 
Mstep: Class 14 contains 146433 members 
Mstep: Class 15 contains 48097 members 
Mstep: Class 16 contains 6753 members 
Mstep: Class 17 contains 8738 members 
Mstep: Class 18 contains 2680 members 
Mstep: Class 19 contains 128358 members 
Mstep: Class 20 contains 7823 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5392 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66952 members 
Mstep: Class 25 contains 34513 members 
Mstep: Class 26 contains 3581 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 5870 members 
Mstep: Class 29 contains 21268 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941552.000000 Penalty: 106614.398438
Iteration 159Q: 32 clusters Score -1.429416e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 55482 members 
Mstep: Class 3 contains 12470 members 
Mstep: Class 4 contains 42652 members 
Mstep: Class 5 contains 50247 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64879 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134348 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 157905 members 
Mstep: Class 14 contains 146420 members 
Mstep: Class 15 contains 48103 members 
Mstep: Class 16 contains 6752 members 
Mstep: Class 17 contains 8737 members 
Mstep: Class 18 contains 2686 members 
Mstep: Class 19 contains 128330 members 
Mstep: Class 20 contains 7816 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5393 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66958 members 
Mstep: Class 25 contains 34509 members 
Mstep: Class 26 contains 3581 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5869 members 
Mstep: Class 29 contains 21278 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941712.000000 Penalty: 106614.398438
Iteration 160F: 32 clusters Score -1.429417e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 55475 members 
Mstep: Class 3 contains 12466 members 
Mstep: Class 4 contains 42651 members 
Mstep: Class 5 contains 50253 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64871 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134334 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 157955 members 
Mstep: Class 14 contains 146402 members 
Mstep: Class 15 contains 48104 members 
Mstep: Class 16 contains 6751 members 
Mstep: Class 17 contains 8739 members 
Mstep: Class 18 contains 2685 members 
Mstep: Class 19 contains 128305 members 
Mstep: Class 20 contains 7817 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5395 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 66961 members 
Mstep: Class 25 contains 34502 members 
Mstep: Class 26 contains 3580 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 5868 members 
Mstep: Class 29 contains 21291 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941520.000000 Penalty: 106614.398438
Iteration 161Q: 32 clusters Score -1.429415e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 55475 members 
Mstep: Class 3 contains 12465 members 
Mstep: Class 4 contains 42647 members 
Mstep: Class 5 contains 50255 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64855 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134326 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 158015 members 
Mstep: Class 14 contains 146376 members 
Mstep: Class 15 contains 48111 members 
Mstep: Class 16 contains 6751 members 
Mstep: Class 17 contains 8735 members 
Mstep: Class 18 contains 2687 members 
Mstep: Class 19 contains 128283 members 
Mstep: Class 20 contains 7810 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5394 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66968 members 
Mstep: Class 25 contains 34495 members 
Mstep: Class 26 contains 3578 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5869 members 
Mstep: Class 29 contains 21307 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941744.000000 Penalty: 106614.398438
Iteration 162Q: 32 clusters Score -1.429417e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 55472 members 
Mstep: Class 3 contains 12463 members 
Mstep: Class 4 contains 42642 members 
Mstep: Class 5 contains 50262 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64845 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134310 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 158062 members 
Mstep: Class 14 contains 146341 members 
Mstep: Class 15 contains 48116 members 
Mstep: Class 16 contains 6751 members 
Mstep: Class 17 contains 8733 members 
Mstep: Class 18 contains 2691 members 
Mstep: Class 19 contains 128292 members 
Mstep: Class 20 contains 7802 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5392 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66967 members 
Mstep: Class 25 contains 34489 members 
Mstep: Class 26 contains 3578 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 5870 members 
Mstep: Class 29 contains 21321 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941664.000000 Penalty: 106614.398438
Iteration 163Q: 32 clusters Score -1.429417e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 55472 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42640 members 
Mstep: Class 5 contains 50267 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64840 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134299 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 158095 members 
Mstep: Class 14 contains 146312 members 
Mstep: Class 15 contains 48119 members 
Mstep: Class 16 contains 6751 members 
Mstep: Class 17 contains 8731 members 
Mstep: Class 18 contains 2692 members 
Mstep: Class 19 contains 128289 members 
Mstep: Class 20 contains 7803 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5390 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66967 members 
Mstep: Class 25 contains 34488 members 
Mstep: Class 26 contains 3578 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 5871 members 
Mstep: Class 29 contains 21335 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941648.000000 Penalty: 106614.398438
Iteration 164Q: 32 clusters Score -1.429416e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 55473 members 
Mstep: Class 3 contains 12459 members 
Mstep: Class 4 contains 42636 members 
Mstep: Class 5 contains 50272 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64833 members 
Mstep: Class 10 contains 7156 members 
Mstep: Class 11 contains 134288 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 158133 members 
Mstep: Class 14 contains 146294 members 
Mstep: Class 15 contains 48122 members 
Mstep: Class 16 contains 6751 members 
Mstep: Class 17 contains 8726 members 
Mstep: Class 18 contains 2694 members 
Mstep: Class 19 contains 128270 members 
Mstep: Class 20 contains 7804 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5389 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66971 members 
Mstep: Class 25 contains 34490 members 
Mstep: Class 26 contains 3578 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 5871 members 
Mstep: Class 29 contains 21345 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941584.000000 Penalty: 106614.398438
Iteration 165Q: 32 clusters Score -1.429416e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 55473 members 
Mstep: Class 3 contains 12454 members 
Mstep: Class 4 contains 42637 members 
Mstep: Class 5 contains 50276 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64825 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134283 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 158154 members 
Mstep: Class 14 contains 146291 members 
Mstep: Class 15 contains 48127 members 
Mstep: Class 16 contains 6751 members 
Mstep: Class 17 contains 8719 members 
Mstep: Class 18 contains 2696 members 
Mstep: Class 19 contains 128255 members 
Mstep: Class 20 contains 7801 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5388 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66972 members 
Mstep: Class 25 contains 34489 members 
Mstep: Class 26 contains 3578 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 5871 members 
Mstep: Class 29 contains 21355 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941632.000000 Penalty: 106614.398438
Iteration 166Q: 32 clusters Score -1.429416e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 55471 members 
Mstep: Class 3 contains 12449 members 
Mstep: Class 4 contains 42638 members 
Mstep: Class 5 contains 50283 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64821 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134275 members 
Mstep: Class 12 contains 6208 members 
Mstep: Class 13 contains 158164 members 
Mstep: Class 14 contains 146284 members 
Mstep: Class 15 contains 48125 members 
Mstep: Class 16 contains 6751 members 
Mstep: Class 17 contains 8717 members 
Mstep: Class 18 contains 2701 members 
Mstep: Class 19 contains 128259 members 
Mstep: Class 20 contains 7795 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5388 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66970 members 
Mstep: Class 25 contains 34487 members 
Mstep: Class 26 contains 3578 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 5871 members 
Mstep: Class 29 contains 21362 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941776.000000 Penalty: 106614.398438
Iteration 167Q: 32 clusters Score -1.429418e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55469 members 
Mstep: Class 3 contains 12444 members 
Mstep: Class 4 contains 42637 members 
Mstep: Class 5 contains 50289 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64821 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134275 members 
Mstep: Class 12 contains 6209 members 
Mstep: Class 13 contains 158180 members 
Mstep: Class 14 contains 146280 members 
Mstep: Class 15 contains 48129 members 
Mstep: Class 16 contains 6751 members 
Mstep: Class 17 contains 8717 members 
Mstep: Class 18 contains 2701 members 
Mstep: Class 19 contains 128237 members 
Mstep: Class 20 contains 7794 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5388 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66973 members 
Mstep: Class 25 contains 34483 members 
Mstep: Class 26 contains 3578 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 5872 members 
Mstep: Class 29 contains 21366 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941648.000000 Penalty: 106614.398438
Iteration 168Q: 32 clusters Score -1.429416e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 55467 members 
Mstep: Class 3 contains 12442 members 
Mstep: Class 4 contains 42636 members 
Mstep: Class 5 contains 50298 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64816 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134278 members 
Mstep: Class 12 contains 6209 members 
Mstep: Class 13 contains 158201 members 
Mstep: Class 14 contains 146274 members 
Mstep: Class 15 contains 48127 members 
Mstep: Class 16 contains 6751 members 
Mstep: Class 17 contains 8713 members 
Mstep: Class 18 contains 2706 members 
Mstep: Class 19 contains 128218 members 
Mstep: Class 20 contains 7793 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5387 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66974 members 
Mstep: Class 25 contains 34480 members 
Mstep: Class 26 contains 3578 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 5872 members 
Mstep: Class 29 contains 21371 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941744.000000 Penalty: 106614.398438
Iteration 169Q: 32 clusters Score -1.429417e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 55466 members 
Mstep: Class 3 contains 12440 members 
Mstep: Class 4 contains 42633 members 
Mstep: Class 5 contains 50302 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64810 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134289 members 
Mstep: Class 12 contains 6209 members 
Mstep: Class 13 contains 158218 members 
Mstep: Class 14 contains 146272 members 
Mstep: Class 15 contains 48131 members 
Mstep: Class 16 contains 6751 members 
Mstep: Class 17 contains 8708 members 
Mstep: Class 18 contains 2711 members 
Mstep: Class 19 contains 128194 members 
Mstep: Class 20 contains 7795 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5385 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66971 members 
Mstep: Class 25 contains 34476 members 
Mstep: Class 26 contains 3578 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 5872 members 
Mstep: Class 29 contains 21379 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941648.000000 Penalty: 106614.398438
Iteration 170Q: 32 clusters Score -1.429416e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 55464 members 
Mstep: Class 3 contains 12440 members 
Mstep: Class 4 contains 42633 members 
Mstep: Class 5 contains 50308 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64800 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134298 members 
Mstep: Class 12 contains 6209 members 
Mstep: Class 13 contains 158232 members 
Mstep: Class 14 contains 146273 members 
Mstep: Class 15 contains 48134 members 
Mstep: Class 16 contains 6751 members 
Mstep: Class 17 contains 8702 members 
Mstep: Class 18 contains 2715 members 
Mstep: Class 19 contains 128170 members 
Mstep: Class 20 contains 7796 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5384 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66972 members 
Mstep: Class 25 contains 34471 members 
Mstep: Class 26 contains 3578 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 5873 members 
Mstep: Class 29 contains 21385 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941632.000000 Penalty: 106614.398438
Iteration 171Q: 32 clusters Score -1.429416e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 55463 members 
Mstep: Class 3 contains 12442 members 
Mstep: Class 4 contains 42634 members 
Mstep: Class 5 contains 50315 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64790 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134304 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 158247 members 
Mstep: Class 14 contains 146270 members 
Mstep: Class 15 contains 48137 members 
Mstep: Class 16 contains 6749 members 
Mstep: Class 17 contains 8703 members 
Mstep: Class 18 contains 2716 members 
Mstep: Class 19 contains 128145 members 
Mstep: Class 20 contains 7800 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5384 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66974 members 
Mstep: Class 25 contains 34467 members 
Mstep: Class 26 contains 3578 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 5874 members 
Mstep: Class 29 contains 21390 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941552.000000 Penalty: 106614.398438
Iteration 172Q: 32 clusters Score -1.429416e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 55462 members 
Mstep: Class 3 contains 12441 members 
Mstep: Class 4 contains 42632 members 
Mstep: Class 5 contains 50327 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64778 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134298 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 158270 members 
Mstep: Class 14 contains 146274 members 
Mstep: Class 15 contains 48139 members 
Mstep: Class 16 contains 6749 members 
Mstep: Class 17 contains 8700 members 
Mstep: Class 18 contains 2716 members 
Mstep: Class 19 contains 128121 members 
Mstep: Class 20 contains 7801 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5384 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66977 members 
Mstep: Class 25 contains 34465 members 
Mstep: Class 26 contains 3578 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 5875 members 
Mstep: Class 29 contains 21394 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941552.000000 Penalty: 106614.398438
Iteration 173Q: 32 clusters Score -1.429416e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 55461 members 
Mstep: Class 3 contains 12442 members 
Mstep: Class 4 contains 42630 members 
Mstep: Class 5 contains 50340 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64768 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134300 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 158294 members 
Mstep: Class 14 contains 146270 members 
Mstep: Class 15 contains 48138 members 
Mstep: Class 16 contains 6749 members 
Mstep: Class 17 contains 8699 members 
Mstep: Class 18 contains 2718 members 
Mstep: Class 19 contains 128098 members 
Mstep: Class 20 contains 7801 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5384 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66978 members 
Mstep: Class 25 contains 34462 members 
Mstep: Class 26 contains 3577 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 5874 members 
Mstep: Class 29 contains 21399 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941600.000000 Penalty: 106614.398438
Iteration 174Q: 32 clusters Score -1.429416e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 55460 members 
Mstep: Class 3 contains 12442 members 
Mstep: Class 4 contains 42628 members 
Mstep: Class 5 contains 50348 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64755 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134299 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 158323 members 
Mstep: Class 14 contains 146265 members 
Mstep: Class 15 contains 48140 members 
Mstep: Class 16 contains 6749 members 
Mstep: Class 17 contains 8694 members 
Mstep: Class 18 contains 2721 members 
Mstep: Class 19 contains 128079 members 
Mstep: Class 20 contains 7799 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5384 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66981 members 
Mstep: Class 25 contains 34462 members 
Mstep: Class 26 contains 3574 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5874 members 
Mstep: Class 29 contains 21406 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941552.000000 Penalty: 106614.398438
Iteration 175Q: 32 clusters Score -1.429416e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 55460 members 
Mstep: Class 3 contains 12442 members 
Mstep: Class 4 contains 42622 members 
Mstep: Class 5 contains 50355 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64739 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134300 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 158354 members 
Mstep: Class 14 contains 146255 members 
Mstep: Class 15 contains 48138 members 
Mstep: Class 16 contains 6750 members 
Mstep: Class 17 contains 8693 members 
Mstep: Class 18 contains 2723 members 
Mstep: Class 19 contains 128064 members 
Mstep: Class 20 contains 7794 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5385 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66980 members 
Mstep: Class 25 contains 34462 members 
Mstep: Class 26 contains 3574 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5874 members 
Mstep: Class 29 contains 21419 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941552.000000 Penalty: 106614.398438
Iteration 176Q: 32 clusters Score -1.429416e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 55460 members 
Mstep: Class 3 contains 12442 members 
Mstep: Class 4 contains 42622 members 
Mstep: Class 5 contains 50361 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64724 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134296 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158370 members 
Mstep: Class 14 contains 146251 members 
Mstep: Class 15 contains 48136 members 
Mstep: Class 16 contains 6750 members 
Mstep: Class 17 contains 8690 members 
Mstep: Class 18 contains 2725 members 
Mstep: Class 19 contains 128061 members 
Mstep: Class 20 contains 7794 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5385 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66983 members 
Mstep: Class 25 contains 34461 members 
Mstep: Class 26 contains 3571 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5874 members 
Mstep: Class 29 contains 21427 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941536.000000 Penalty: 106614.398438
Iteration 177Q: 32 clusters Score -1.429415e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 55459 members 
Mstep: Class 3 contains 12441 members 
Mstep: Class 4 contains 42617 members 
Mstep: Class 5 contains 50367 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64712 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134300 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158397 members 
Mstep: Class 14 contains 146244 members 
Mstep: Class 15 contains 48132 members 
Mstep: Class 16 contains 6750 members 
Mstep: Class 17 contains 8690 members 
Mstep: Class 18 contains 2728 members 
Mstep: Class 19 contains 128052 members 
Mstep: Class 20 contains 7797 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5385 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66984 members 
Mstep: Class 25 contains 34459 members 
Mstep: Class 26 contains 3569 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5873 members 
Mstep: Class 29 contains 21428 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941744.000000 Penalty: 106614.398438
Iteration 178Q: 32 clusters Score -1.429417e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 55459 members 
Mstep: Class 3 contains 12441 members 
Mstep: Class 4 contains 42613 members 
Mstep: Class 5 contains 50369 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64708 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134293 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158419 members 
Mstep: Class 14 contains 146237 members 
Mstep: Class 15 contains 48131 members 
Mstep: Class 16 contains 6750 members 
Mstep: Class 17 contains 8690 members 
Mstep: Class 18 contains 2733 members 
Mstep: Class 19 contains 128043 members 
Mstep: Class 20 contains 7798 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5385 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66983 members 
Mstep: Class 25 contains 34458 members 
Mstep: Class 26 contains 3570 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5873 members 
Mstep: Class 29 contains 21433 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941648.000000 Penalty: 106614.398438
Iteration 179Q: 32 clusters Score -1.429416e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 55459 members 
Mstep: Class 3 contains 12442 members 
Mstep: Class 4 contains 42609 members 
Mstep: Class 5 contains 50377 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 64699 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134289 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158447 members 
Mstep: Class 14 contains 146230 members 
Mstep: Class 15 contains 48133 members 
Mstep: Class 16 contains 6750 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 2736 members 
Mstep: Class 19 contains 128029 members 
Mstep: Class 20 contains 7795 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5386 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66983 members 
Mstep: Class 25 contains 34457 members 
Mstep: Class 26 contains 3567 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5874 members 
Mstep: Class 29 contains 21434 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941568.000000 Penalty: 106614.398438
Iteration 180F: 32 clusters Score -1.429416e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 55458 members 
Mstep: Class 3 contains 12442 members 
Mstep: Class 4 contains 42607 members 
Mstep: Class 5 contains 50386 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4781 members 
Mstep: Class 9 contains 64689 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134281 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158473 members 
Mstep: Class 14 contains 146222 members 
Mstep: Class 15 contains 48136 members 
Mstep: Class 16 contains 6750 members 
Mstep: Class 17 contains 8692 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 128021 members 
Mstep: Class 20 contains 7792 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5386 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66983 members 
Mstep: Class 25 contains 34457 members 
Mstep: Class 26 contains 3562 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5875 members 
Mstep: Class 29 contains 21439 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941616.000000 Penalty: 106614.398438
Iteration 181Q: 32 clusters Score -1.429416e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 55457 members 
Mstep: Class 3 contains 12442 members 
Mstep: Class 4 contains 42604 members 
Mstep: Class 5 contains 50394 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4781 members 
Mstep: Class 9 contains 64681 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134270 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158496 members 
Mstep: Class 14 contains 146209 members 
Mstep: Class 15 contains 48142 members 
Mstep: Class 16 contains 6751 members 
Mstep: Class 17 contains 8690 members 
Mstep: Class 18 contains 2744 members 
Mstep: Class 19 contains 128020 members 
Mstep: Class 20 contains 7792 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5385 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66985 members 
Mstep: Class 25 contains 34455 members 
Mstep: Class 26 contains 3559 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5875 members 
Mstep: Class 29 contains 21442 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941712.000000 Penalty: 106614.398438
Iteration 182Q: 32 clusters Score -1.429417e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 55456 members 
Mstep: Class 3 contains 12442 members 
Mstep: Class 4 contains 42605 members 
Mstep: Class 5 contains 50396 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4781 members 
Mstep: Class 9 contains 64668 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134266 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 158521 members 
Mstep: Class 14 contains 146198 members 
Mstep: Class 15 contains 48149 members 
Mstep: Class 16 contains 6750 members 
Mstep: Class 17 contains 8687 members 
Mstep: Class 18 contains 2747 members 
Mstep: Class 19 contains 128019 members 
Mstep: Class 20 contains 7792 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5385 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66983 members 
Mstep: Class 25 contains 34454 members 
Mstep: Class 26 contains 3557 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5875 members 
Mstep: Class 29 contains 21443 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941520.000000 Penalty: 106614.398438
Iteration 183Q: 32 clusters Score -1.429415e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 55455 members 
Mstep: Class 3 contains 12443 members 
Mstep: Class 4 contains 42604 members 
Mstep: Class 5 contains 50404 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4781 members 
Mstep: Class 9 contains 64665 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134262 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 158536 members 
Mstep: Class 14 contains 146194 members 
Mstep: Class 15 contains 48152 members 
Mstep: Class 16 contains 6749 members 
Mstep: Class 17 contains 8688 members 
Mstep: Class 18 contains 2747 members 
Mstep: Class 19 contains 127999 members 
Mstep: Class 20 contains 7789 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5383 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66987 members 
Mstep: Class 25 contains 34454 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5875 members 
Mstep: Class 29 contains 21454 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941504.000000 Penalty: 106614.398438
Iteration 184Q: 32 clusters Score -1.429415e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 55455 members 
Mstep: Class 3 contains 12444 members 
Mstep: Class 4 contains 42605 members 
Mstep: Class 5 contains 50420 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4781 members 
Mstep: Class 9 contains 64659 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134262 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158550 members 
Mstep: Class 14 contains 146187 members 
Mstep: Class 15 contains 48154 members 
Mstep: Class 16 contains 6747 members 
Mstep: Class 17 contains 8688 members 
Mstep: Class 18 contains 2746 members 
Mstep: Class 19 contains 127979 members 
Mstep: Class 20 contains 7785 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5378 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66990 members 
Mstep: Class 25 contains 34453 members 
Mstep: Class 26 contains 3551 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5875 members 
Mstep: Class 29 contains 21466 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941536.000000 Penalty: 106614.398438
Iteration 185Q: 32 clusters Score -1.429415e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 55455 members 
Mstep: Class 3 contains 12445 members 
Mstep: Class 4 contains 42604 members 
Mstep: Class 5 contains 50428 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4781 members 
Mstep: Class 9 contains 64658 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134269 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158566 members 
Mstep: Class 14 contains 146183 members 
Mstep: Class 15 contains 48157 members 
Mstep: Class 16 contains 6745 members 
Mstep: Class 17 contains 8688 members 
Mstep: Class 18 contains 2746 members 
Mstep: Class 19 contains 127958 members 
Mstep: Class 20 contains 7782 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66985 members 
Mstep: Class 25 contains 34452 members 
Mstep: Class 26 contains 3549 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5875 members 
Mstep: Class 29 contains 21475 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941568.000000 Penalty: 106614.398438
Iteration 186Q: 32 clusters Score -1.429416e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 55453 members 
Mstep: Class 3 contains 12447 members 
Mstep: Class 4 contains 42604 members 
Mstep: Class 5 contains 50439 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64652 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134271 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158583 members 
Mstep: Class 14 contains 146171 members 
Mstep: Class 15 contains 48159 members 
Mstep: Class 16 contains 6745 members 
Mstep: Class 17 contains 8688 members 
Mstep: Class 18 contains 2746 members 
Mstep: Class 19 contains 127945 members 
Mstep: Class 20 contains 7778 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66984 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3547 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5876 members 
Mstep: Class 29 contains 21481 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941600.000000 Penalty: 106614.398438
Iteration 187Q: 32 clusters Score -1.429416e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 55453 members 
Mstep: Class 3 contains 12448 members 
Mstep: Class 4 contains 42606 members 
Mstep: Class 5 contains 50451 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64644 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134276 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158594 members 
Mstep: Class 14 contains 146160 members 
Mstep: Class 15 contains 48164 members 
Mstep: Class 16 contains 6745 members 
Mstep: Class 17 contains 8688 members 
Mstep: Class 18 contains 2746 members 
Mstep: Class 19 contains 127927 members 
Mstep: Class 20 contains 7773 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5374 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66987 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3544 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5876 members 
Mstep: Class 29 contains 21489 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941584.000000 Penalty: 106614.398438
Iteration 188Q: 32 clusters Score -1.429416e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 55452 members 
Mstep: Class 3 contains 12448 members 
Mstep: Class 4 contains 42607 members 
Mstep: Class 5 contains 50457 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64639 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134276 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158611 members 
Mstep: Class 14 contains 146158 members 
Mstep: Class 15 contains 48165 members 
Mstep: Class 16 contains 6745 members 
Mstep: Class 17 contains 8688 members 
Mstep: Class 18 contains 2747 members 
Mstep: Class 19 contains 127906 members 
Mstep: Class 20 contains 7768 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5373 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66987 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3544 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5877 members 
Mstep: Class 29 contains 21498 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941536.000000 Penalty: 106614.398438
Iteration 189Q: 32 clusters Score -1.429415e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 55451 members 
Mstep: Class 3 contains 12448 members 
Mstep: Class 4 contains 42605 members 
Mstep: Class 5 contains 50467 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64632 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134268 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158629 members 
Mstep: Class 14 contains 146160 members 
Mstep: Class 15 contains 48169 members 
Mstep: Class 16 contains 6744 members 
Mstep: Class 17 contains 8688 members 
Mstep: Class 18 contains 2747 members 
Mstep: Class 19 contains 127888 members 
Mstep: Class 20 contains 7768 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5372 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66985 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3544 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5878 members 
Mstep: Class 29 contains 21503 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941600.000000 Penalty: 106614.398438
Iteration 190Q: 32 clusters Score -1.429416e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 55446 members 
Mstep: Class 3 contains 12449 members 
Mstep: Class 4 contains 42604 members 
Mstep: Class 5 contains 50474 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64626 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134266 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158649 members 
Mstep: Class 14 contains 146169 members 
Mstep: Class 15 contains 48172 members 
Mstep: Class 16 contains 6743 members 
Mstep: Class 17 contains 8688 members 
Mstep: Class 18 contains 2747 members 
Mstep: Class 19 contains 127857 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5373 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66986 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3544 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5879 members 
Mstep: Class 29 contains 21508 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941616.000000 Penalty: 106614.398438
Iteration 191Q: 32 clusters Score -1.429416e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 55446 members 
Mstep: Class 3 contains 12448 members 
Mstep: Class 4 contains 42602 members 
Mstep: Class 5 contains 50479 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64619 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134267 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158669 members 
Mstep: Class 14 contains 146178 members 
Mstep: Class 15 contains 48176 members 
Mstep: Class 16 contains 6742 members 
Mstep: Class 17 contains 8688 members 
Mstep: Class 18 contains 2747 members 
Mstep: Class 19 contains 127824 members 
Mstep: Class 20 contains 7764 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66985 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3543 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5880 members 
Mstep: Class 29 contains 21513 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941552.000000 Penalty: 106614.398438
Iteration 192Q: 32 clusters Score -1.429416e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 55443 members 
Mstep: Class 3 contains 12448 members 
Mstep: Class 4 contains 42602 members 
Mstep: Class 5 contains 50485 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64610 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134266 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158690 members 
Mstep: Class 14 contains 146189 members 
Mstep: Class 15 contains 48180 members 
Mstep: Class 16 contains 6743 members 
Mstep: Class 17 contains 8688 members 
Mstep: Class 18 contains 2747 members 
Mstep: Class 19 contains 127794 members 
Mstep: Class 20 contains 7761 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5377 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66985 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3543 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5882 members 
Mstep: Class 29 contains 21515 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941568.000000 Penalty: 106614.398438
Iteration 193Q: 32 clusters Score -1.429416e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 55443 members 
Mstep: Class 3 contains 12447 members 
Mstep: Class 4 contains 42603 members 
Mstep: Class 5 contains 50490 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64602 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134271 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158709 members 
Mstep: Class 14 contains 146192 members 
Mstep: Class 15 contains 48183 members 
Mstep: Class 16 contains 6742 members 
Mstep: Class 17 contains 8689 members 
Mstep: Class 18 contains 2748 members 
Mstep: Class 19 contains 127764 members 
Mstep: Class 20 contains 7756 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5378 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66985 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3543 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5883 members 
Mstep: Class 29 contains 21519 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941600.000000 Penalty: 106614.398438
Iteration 194Q: 32 clusters Score -1.429416e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 55444 members 
Mstep: Class 3 contains 12447 members 
Mstep: Class 4 contains 42604 members 
Mstep: Class 5 contains 50502 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64591 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134260 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158724 members 
Mstep: Class 14 contains 146196 members 
Mstep: Class 15 contains 48187 members 
Mstep: Class 16 contains 6742 members 
Mstep: Class 17 contains 8690 members 
Mstep: Class 18 contains 2748 members 
Mstep: Class 19 contains 127746 members 
Mstep: Class 20 contains 7753 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5377 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66984 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3543 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5886 members 
Mstep: Class 29 contains 21524 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941632.000000 Penalty: 106614.398438
Iteration 195Q: 32 clusters Score -1.429416e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 55441 members 
Mstep: Class 3 contains 12447 members 
Mstep: Class 4 contains 42603 members 
Mstep: Class 5 contains 50509 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64574 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134258 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158736 members 
Mstep: Class 14 contains 146206 members 
Mstep: Class 15 contains 48188 members 
Mstep: Class 16 contains 6742 members 
Mstep: Class 17 contains 8690 members 
Mstep: Class 18 contains 2748 members 
Mstep: Class 19 contains 127732 members 
Mstep: Class 20 contains 7750 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66984 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3543 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5889 members 
Mstep: Class 29 contains 21532 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941632.000000 Penalty: 106614.398438
Iteration 196Q: 32 clusters Score -1.429416e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 55440 members 
Mstep: Class 3 contains 12447 members 
Mstep: Class 4 contains 42599 members 
Mstep: Class 5 contains 50512 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64560 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134264 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158749 members 
Mstep: Class 14 contains 146214 members 
Mstep: Class 15 contains 48192 members 
Mstep: Class 16 contains 6742 members 
Mstep: Class 17 contains 8688 members 
Mstep: Class 18 contains 2751 members 
Mstep: Class 19 contains 127714 members 
Mstep: Class 20 contains 7750 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66983 members 
Mstep: Class 25 contains 34448 members 
Mstep: Class 26 contains 3543 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5891 members 
Mstep: Class 29 contains 21534 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941616.000000 Penalty: 106614.398438
Iteration 197Q: 32 clusters Score -1.429416e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 55440 members 
Mstep: Class 3 contains 12448 members 
Mstep: Class 4 contains 42597 members 
Mstep: Class 5 contains 50513 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64550 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134264 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158764 members 
Mstep: Class 14 contains 146216 members 
Mstep: Class 15 contains 48191 members 
Mstep: Class 16 contains 6742 members 
Mstep: Class 17 contains 8687 members 
Mstep: Class 18 contains 2753 members 
Mstep: Class 19 contains 127702 members 
Mstep: Class 20 contains 7748 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66984 members 
Mstep: Class 25 contains 34448 members 
Mstep: Class 26 contains 3543 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5895 members 
Mstep: Class 29 contains 21537 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941776.000000 Penalty: 106614.398438
Iteration 198Q: 32 clusters Score -1.429418e+08 nChanged 93
Entering ConstructFrom: 
Score: -142941776.000000 Penalty: 106614.398438
Entering ConstructFrom: 
Trying to split cluster 1 (17859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Entering Unmasked Estep 
Score: -2430757.000000 Penalty: 2427.985352
	Iteration 0F: 2 clusters Score -2430757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2417952.250000 Penalty: 4855.970703
	Iteration 0F: 3 clusters Score -2417952 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2422232.500000 Penalty: 4855.970703
	Iteration 1F: 3 clusters Score -2422232 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2422791.500000 Penalty: 4855.970703
	Iteration 2F: 3 clusters Score -2422792 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2423369.000000 Penalty: 4855.970703
	Iteration 3F: 3 clusters Score -2423369 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2423892.500000 Penalty: 4855.970703
	Iteration 4F: 3 clusters Score -2423892 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2424429.000000 Penalty: 4855.970703
	Iteration 5F: 3 clusters Score -2424429 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2425019.250000 Penalty: 4855.970703
	Iteration 6F: 3 clusters Score -2425019 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2425675.000000 Penalty: 4855.970703
	Iteration 7F: 3 clusters Score -2425675 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2426376.750000 Penalty: 4855.970703
	Iteration 8F: 3 clusters Score -2426377 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2426964.000000 Penalty: 4855.970703
	Iteration 9F: 3 clusters Score -2426964 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2427456.500000 Penalty: 4855.970703
	Iteration 10Q: 3 clusters Score -2427456 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2427861.000000 Penalty: 4855.970703
	Iteration 11Q: 3 clusters Score -2427861 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2428124.000000 Penalty: 4855.970703
	Iteration 12Q: 3 clusters Score -2428124 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2428320.500000 Penalty: 4855.970703
	Iteration 13Q: 3 clusters Score -2428320 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2428423.000000 Penalty: 4855.970703
	Iteration 14Q: 3 clusters Score -2428423 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2428487.750000 Penalty: 4855.970703
	Iteration 15Q: 3 clusters Score -2428488 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2428538.250000 Penalty: 4855.970703
	Iteration 16Q: 3 clusters Score -2428538 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -2428601.250000 Penalty: 4855.970703
	Iteration 17Q: 3 clusters Score -2428601 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2428636.000000 Penalty: 4855.970703
	Iteration 18Q: 3 clusters Score -2428636 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2428668.000000 Penalty: 4855.970703
	Iteration 19Q: 3 clusters Score -2428668 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2428691.000000 Penalty: 4855.970703
	Iteration 20F: 3 clusters Score -2428691 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2428704.750000 Penalty: 4855.970703
	Iteration 21Q: 3 clusters Score -2428705 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2428710.000000 Penalty: 4855.970703
	Iteration 22Q: 3 clusters Score -2428710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2428724.250000 Penalty: 4855.970703
	Iteration 23Q: 3 clusters Score -2428724 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2428726.000000 Penalty: 4855.970703
	Iteration 24Q: 3 clusters Score -2428726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2428729.250000 Penalty: 4855.970703
	Iteration 25Q: 3 clusters Score -2428729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2428730.750000 Penalty: 4855.970703
	Iteration 26Q: 3 clusters Score -2428731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2428730.250000 Penalty: 4855.970703
	Iteration 27Q: 3 clusters Score -2428730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2428728.750000 Penalty: 4855.970703
	Iteration 28Q: 3 clusters Score -2428729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2428733.750000 Penalty: 4855.970703
	Iteration 29Q: 3 clusters Score -2428734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2428732.500000 Penalty: 4855.970703
	Iteration 30Q: 3 clusters Score -2428732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2428735.500000 Penalty: 4855.970703
	Iteration 31Q: 3 clusters Score -2428736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2428736.750000 Penalty: 4855.970703
	Iteration 32Q: 3 clusters Score -2428737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2428739.250000 Penalty: 4855.970703
	Iteration 33Q: 3 clusters Score -2428739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2428740.000000 Penalty: 4855.970703
	Iteration 34Q: 3 clusters Score -2428740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2428740.500000 Penalty: 4855.970703
	Iteration 35Q: 3 clusters Score -2428740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2428735.750000 Penalty: 4855.970703
	Iteration 36Q: 3 clusters Score -2428736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2428740.250000 Penalty: 4855.970703
	Iteration 37Q: 3 clusters Score -2428740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2428739.500000 Penalty: 4855.970703
	Iteration 38Q: 3 clusters Score -2428740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2428740.750000 Penalty: 4855.970703
	Iteration 39Q: 3 clusters Score -2428741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2428740.500000 Penalty: 4855.970703
	Iteration 40F: 3 clusters Score -2428740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -2428744.750000 Penalty: 4855.970703
	Iteration 41Q: 3 clusters Score -2428745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2428747.750000 Penalty: 4855.970703
	Iteration 42Q: 3 clusters Score -2428748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2428746.500000 Penalty: 4855.970703
	Iteration 43Q: 3 clusters Score -2428746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2428745.250000 Penalty: 4855.970703
	Iteration 44Q: 3 clusters Score -2428745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2428743.500000 Penalty: 4855.970703
	Iteration 45Q: 3 clusters Score -2428744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2428741.750000 Penalty: 4855.970703
	Iteration 46Q: 3 clusters Score -2428742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2428741.000000 Penalty: 4855.970703
	Iteration 47Q: 3 clusters Score -2428741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2428738.250000 Penalty: 4855.970703
	Iteration 48Q: 3 clusters Score -2428738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2428742.000000 Penalty: 4855.970703
	Iteration 49Q: 3 clusters Score -2428742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2428741.000000 Penalty: 4855.970703
	Iteration 50Q: 3 clusters Score -2428741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2428740.500000 Penalty: 4855.970703
	Iteration 51Q: 3 clusters Score -2428740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2428745.500000 Penalty: 4855.970703
	Iteration 52Q: 3 clusters Score -2428746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2428747.750000 Penalty: 4855.970703
	Iteration 53Q: 3 clusters Score -2428748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2428748.500000 Penalty: 4855.970703
	Iteration 54Q: 3 clusters Score -2428748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2428751.750000 Penalty: 4855.970703
	Iteration 55Q: 3 clusters Score -2428752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2428748.250000 Penalty: 4855.970703
	Iteration 56Q: 3 clusters Score -2428748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2428755.250000 Penalty: 4855.970703
	Iteration 57Q: 3 clusters Score -2428755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2428751.500000 Penalty: 4855.970703
	Iteration 58Q: 3 clusters Score -2428752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2428753.000000 Penalty: 4855.970703
	Iteration 59Q: 3 clusters Score -2428753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2428749.500000 Penalty: 4855.970703
	Iteration 60F: 3 clusters Score -2428750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2428750.750000 Penalty: 4855.970703
	Iteration 61Q: 3 clusters Score -2428751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2428752.750000 Penalty: 4855.970703
	Iteration 62Q: 3 clusters Score -2428753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2428753.500000 Penalty: 4855.970703
	Iteration 63Q: 3 clusters Score -2428754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2428754.750000 Penalty: 4855.970703
	Iteration 64Q: 3 clusters Score -2428755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2428756.500000 Penalty: 4855.970703
	Iteration 65Q: 3 clusters Score -2428756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2428755.500000 Penalty: 4855.970703
	Iteration 66Q: 3 clusters Score -2428756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2428751.750000 Penalty: 4855.970703
	Iteration 67Q: 3 clusters Score -2428752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2428752.500000 Penalty: 4855.970703
	Iteration 68Q: 3 clusters Score -2428752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2428750.750000 Penalty: 4855.970703
	Iteration 69Q: 3 clusters Score -2428751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2428753.500000 Penalty: 4855.970703
	Iteration 70Q: 3 clusters Score -2428754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2428756.250000 Penalty: 4855.970703
	Iteration 71Q: 3 clusters Score -2428756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2428758.250000 Penalty: 4855.970703
	Iteration 72Q: 3 clusters Score -2428758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2428759.250000 Penalty: 4855.970703
	Iteration 73Q: 3 clusters Score -2428759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2428758.750000 Penalty: 4855.970703
	Iteration 74Q: 3 clusters Score -2428759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2428758.250000 Penalty: 4855.970703
	Iteration 75Q: 3 clusters Score -2428758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2428761.500000 Penalty: 4855.970703
	Iteration 76Q: 3 clusters Score -2428762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2428763.250000 Penalty: 4855.970703
	Iteration 77Q: 3 clusters Score -2428763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2428761.750000 Penalty: 4855.970703
	Iteration 78Q: 3 clusters Score -2428762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2428762.500000 Penalty: 4855.970703
	Iteration 79Q: 3 clusters Score -2428762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2428766.000000 Penalty: 4855.970703
	Iteration 80F: 3 clusters Score -2428766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2428760.500000 Penalty: 4855.970703
	Iteration 81Q: 3 clusters Score -2428760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2428764.750000 Penalty: 4855.970703
	Iteration 82Q: 3 clusters Score -2428765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2428765.000000 Penalty: 4855.970703
	Iteration 83Q: 3 clusters Score -2428765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2428766.000000 Penalty: 4855.970703
	Iteration 84Q: 3 clusters Score -2428766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2428763.250000 Penalty: 4855.970703
	Iteration 85Q: 3 clusters Score -2428763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2428763.750000 Penalty: 4855.970703
	Iteration 86Q: 3 clusters Score -2428764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2428765.500000 Penalty: 4855.970703
	Iteration 87Q: 3 clusters Score -2428766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2428763.500000 Penalty: 4855.970703
	Iteration 88Q: 3 clusters Score -2428764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2428763.500000 Penalty: 4855.970703
	Iteration 89F: 3 clusters Score -2428764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (55439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55439 members 
Entering Unmasked Estep 
Score: -7611583.000000 Penalty: 2708.913574
	Iteration 0F: 2 clusters Score -7611583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -7574306.000000 Penalty: 5417.827148
	Iteration 0F: 3 clusters Score -7574306 nChanged 25659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -7589577.500000 Penalty: 5417.827148
	Iteration 1F: 3 clusters Score -7589578 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -7591749.000000 Penalty: 5417.827148
	Iteration 2F: 3 clusters Score -7591749 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -7594711.500000 Penalty: 5417.827148
	Iteration 3F: 3 clusters Score -7594712 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -7598270.000000 Penalty: 5417.827148
	Iteration 4F: 3 clusters Score -7598270 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -7601555.500000 Penalty: 5417.827148
	Iteration 5F: 3 clusters Score -7601556 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -7604228.500000 Penalty: 5417.827148
	Iteration 6F: 3 clusters Score -7604228 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -7606584.000000 Penalty: 5417.827148
	Iteration 7Q: 3 clusters Score -7606584 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -7608440.000000 Penalty: 5417.827148
	Iteration 8Q: 3 clusters Score -7608440 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -7609454.500000 Penalty: 5417.827148
	Iteration 9Q: 3 clusters Score -7609454 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -7610033.000000 Penalty: 5417.827148
	Iteration 10Q: 3 clusters Score -7610033 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -7610454.500000 Penalty: 5417.827148
	Iteration 11Q: 3 clusters Score -7610454 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -7610811.000000 Penalty: 5417.827148
	Iteration 12Q: 3 clusters Score -7610811 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -7611030.500000 Penalty: 5417.827148
	Iteration 13Q: 3 clusters Score -7611030 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -7611164.000000 Penalty: 5417.827148
	Iteration 14Q: 3 clusters Score -7611164 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -7611269.500000 Penalty: 5417.827148
	Iteration 15Q: 3 clusters Score -7611270 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 48572 members 
Entering Unmasked Estep 
Score: -7611341.500000 Penalty: 5417.827148
	Iteration 16Q: 3 clusters Score -7611342 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 48701 members 
Entering Unmasked Estep 
Score: -7611372.000000 Penalty: 5417.827148
	Iteration 17Q: 3 clusters Score -7611372 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -7611381.500000 Penalty: 5417.827148
	Iteration 18Q: 3 clusters Score -7611382 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -7611399.500000 Penalty: 5417.827148
	Iteration 19Q: 3 clusters Score -7611400 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -7611409.500000 Penalty: 5417.827148
	Iteration 20F: 3 clusters Score -7611410 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -7611412.500000 Penalty: 5417.827148
	Iteration 21Q: 3 clusters Score -7611412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -7611424.000000 Penalty: 5417.827148
	Iteration 22Q: 3 clusters Score -7611424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -7611431.500000 Penalty: 5417.827148
	Iteration 23Q: 3 clusters Score -7611432 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -7611409.000000 Penalty: 5417.827148
	Iteration 24Q: 3 clusters Score -7611409 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 49132 members 
Entering Unmasked Estep 
Score: -7611423.500000 Penalty: 5417.827148
	Iteration 25Q: 3 clusters Score -7611424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -7611426.000000 Penalty: 5417.827148
	Iteration 26Q: 3 clusters Score -7611426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -7611426.000000 Penalty: 5417.827148
	Iteration 27Q: 3 clusters Score -7611426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -7611430.000000 Penalty: 5417.827148
	Iteration 28Q: 3 clusters Score -7611430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -7611444.000000 Penalty: 5417.827148
	Iteration 29Q: 3 clusters Score -7611444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 49253 members 
Entering Unmasked Estep 
Score: -7611445.500000 Penalty: 5417.827148
	Iteration 30Q: 3 clusters Score -7611446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -7611438.000000 Penalty: 5417.827148
	Iteration 31Q: 3 clusters Score -7611438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 49299 members 
Entering Unmasked Estep 
Score: -7611436.000000 Penalty: 5417.827148
	Iteration 32Q: 3 clusters Score -7611436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -7611435.000000 Penalty: 5417.827148
	Iteration 33Q: 3 clusters Score -7611435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -7611445.500000 Penalty: 5417.827148
	Iteration 34Q: 3 clusters Score -7611446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -7611437.500000 Penalty: 5417.827148
	Iteration 35Q: 3 clusters Score -7611438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
Score: -7611439.000000 Penalty: 5417.827148
	Iteration 36Q: 3 clusters Score -7611439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -7611440.000000 Penalty: 5417.827148
	Iteration 37Q: 3 clusters Score -7611440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -7611442.500000 Penalty: 5417.827148
	Iteration 38Q: 3 clusters Score -7611442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -7611450.000000 Penalty: 5417.827148
	Iteration 39Q: 3 clusters Score -7611450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -7611458.000000 Penalty: 5417.827148
	Iteration 40F: 3 clusters Score -7611458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 49383 members 
Entering Unmasked Estep 
Score: -7611453.000000 Penalty: 5417.827148
	Iteration 41Q: 3 clusters Score -7611453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 49389 members 
Entering Unmasked Estep 
Score: -7611444.000000 Penalty: 5417.827148
	Iteration 42Q: 3 clusters Score -7611444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -7611446.500000 Penalty: 5417.827148
	Iteration 43Q: 3 clusters Score -7611446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -7611455.500000 Penalty: 5417.827148
	Iteration 44Q: 3 clusters Score -7611456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -7611459.000000 Penalty: 5417.827148
	Iteration 45Q: 3 clusters Score -7611459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 49413 members 
Entering Unmasked Estep 
Score: -7611463.000000 Penalty: 5417.827148
	Iteration 46Q: 3 clusters Score -7611463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 49416 members 
Entering Unmasked Estep 
Score: -7611465.500000 Penalty: 5417.827148
	Iteration 47Q: 3 clusters Score -7611466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -7611472.000000 Penalty: 5417.827148
	Iteration 48Q: 3 clusters Score -7611472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -7611473.000000 Penalty: 5417.827148
	Iteration 49Q: 3 clusters Score -7611473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -7611476.000000 Penalty: 5417.827148
	Iteration 50Q: 3 clusters Score -7611476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -7611474.500000 Penalty: 5417.827148
	Iteration 51Q: 3 clusters Score -7611474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -7611471.000000 Penalty: 5417.827148
	Iteration 52Q: 3 clusters Score -7611471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 49427 members 
Entering Unmasked Estep 
Score: -7611469.500000 Penalty: 5417.827148
	Iteration 53Q: 3 clusters Score -7611470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 49427 members 
Entering Unmasked Estep 
Score: -7611469.500000 Penalty: 5417.827148
	Iteration 54F: 3 clusters Score -7611470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Entering Unmasked Estep 
Score: -1668048.625000 Penalty: 2338.450195
	Iteration 0F: 2 clusters Score -1668049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1658846.500000 Penalty: 4676.900391
	Iteration 0F: 3 clusters Score -1658846 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1661851.875000 Penalty: 4676.900391
	Iteration 1F: 3 clusters Score -1661852 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1662367.500000 Penalty: 4676.900391
	Iteration 2F: 3 clusters Score -1662368 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1662813.625000 Penalty: 4676.900391
	Iteration 3F: 3 clusters Score -1662814 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1663213.375000 Penalty: 4676.900391
	Iteration 4F: 3 clusters Score -1663213 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1663653.250000 Penalty: 4676.900391
	Iteration 5F: 3 clusters Score -1663653 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1664144.125000 Penalty: 4676.900391
	Iteration 6F: 3 clusters Score -1664144 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1664663.625000 Penalty: 4676.900391
	Iteration 7Q: 3 clusters Score -1664664 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1665120.625000 Penalty: 4676.900391
	Iteration 8F: 3 clusters Score -1665121 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1665509.500000 Penalty: 4676.900391
	Iteration 9Q: 3 clusters Score -1665510 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1665870.125000 Penalty: 4676.900391
	Iteration 10Q: 3 clusters Score -1665870 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1666162.375000 Penalty: 4676.900391
	Iteration 11Q: 3 clusters Score -1666162 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1666382.000000 Penalty: 4676.900391
	Iteration 12Q: 3 clusters Score -1666382 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1666509.750000 Penalty: 4676.900391
	Iteration 13Q: 3 clusters Score -1666510 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1666611.250000 Penalty: 4676.900391
	Iteration 14Q: 3 clusters Score -1666611 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1666705.125000 Penalty: 4676.900391
	Iteration 15Q: 3 clusters Score -1666705 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1666766.750000 Penalty: 4676.900391
	Iteration 16Q: 3 clusters Score -1666767 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1666816.375000 Penalty: 4676.900391
	Iteration 17Q: 3 clusters Score -1666816 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1666855.000000 Penalty: 4676.900391
	Iteration 18Q: 3 clusters Score -1666855 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1666895.875000 Penalty: 4676.900391
	Iteration 19Q: 3 clusters Score -1666896 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1666929.375000 Penalty: 4676.900391
	Iteration 20F: 3 clusters Score -1666929 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1666954.375000 Penalty: 4676.900391
	Iteration 21Q: 3 clusters Score -1666954 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1666969.500000 Penalty: 4676.900391
	Iteration 22Q: 3 clusters Score -1666970 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1666984.250000 Penalty: 4676.900391
	Iteration 23Q: 3 clusters Score -1666984 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1667001.250000 Penalty: 4676.900391
	Iteration 24Q: 3 clusters Score -1667001 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1667014.625000 Penalty: 4676.900391
	Iteration 25Q: 3 clusters Score -1667015 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1667026.875000 Penalty: 4676.900391
	Iteration 26Q: 3 clusters Score -1667027 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1667040.875000 Penalty: 4676.900391
	Iteration 27Q: 3 clusters Score -1667041 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1667048.875000 Penalty: 4676.900391
	Iteration 28Q: 3 clusters Score -1667049 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1667065.000000 Penalty: 4676.900391
	Iteration 29Q: 3 clusters Score -1667065 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1667084.875000 Penalty: 4676.900391
	Iteration 30Q: 3 clusters Score -1667085 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1667107.250000 Penalty: 4676.900391
	Iteration 31Q: 3 clusters Score -1667107 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1667137.750000 Penalty: 4676.900391
	Iteration 32Q: 3 clusters Score -1667138 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1667176.750000 Penalty: 4676.900391
	Iteration 33Q: 3 clusters Score -1667177 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1667230.375000 Penalty: 4676.900391
	Iteration 34Q: 3 clusters Score -1667230 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1667296.750000 Penalty: 4676.900391
	Iteration 35Q: 3 clusters Score -1667297 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1667375.250000 Penalty: 4676.900391
	Iteration 36Q: 3 clusters Score -1667375 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1667444.000000 Penalty: 4676.900391
	Iteration 37Q: 3 clusters Score -1667444 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1667513.500000 Penalty: 4676.900391
	Iteration 38Q: 3 clusters Score -1667514 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1667566.250000 Penalty: 4676.900391
	Iteration 39Q: 3 clusters Score -1667566 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1667617.000000 Penalty: 4676.900391
	Iteration 40F: 3 clusters Score -1667617 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1667669.000000 Penalty: 4676.900391
	Iteration 41Q: 3 clusters Score -1667669 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1667708.625000 Penalty: 4676.900391
	Iteration 42Q: 3 clusters Score -1667709 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1667743.750000 Penalty: 4676.900391
	Iteration 43Q: 3 clusters Score -1667744 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1667777.750000 Penalty: 4676.900391
	Iteration 44Q: 3 clusters Score -1667778 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1667821.500000 Penalty: 4676.900391
	Iteration 45Q: 3 clusters Score -1667822 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1667853.000000 Penalty: 4676.900391
	Iteration 46Q: 3 clusters Score -1667853 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1667891.500000 Penalty: 4676.900391
	Iteration 47Q: 3 clusters Score -1667892 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1667923.625000 Penalty: 4676.900391
	Iteration 48Q: 3 clusters Score -1667924 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1667968.875000 Penalty: 4676.900391
	Iteration 49Q: 3 clusters Score -1667969 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1667998.125000 Penalty: 4676.900391
	Iteration 50Q: 3 clusters Score -1667998 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1668021.750000 Penalty: 4676.900391
	Iteration 51Q: 3 clusters Score -1668022 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1668053.250000 Penalty: 4676.900391
	Iteration 52Q: 3 clusters Score -1668053 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1668080.625000 Penalty: 4676.900391
	Iteration 53Q: 3 clusters Score -1668081 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1668096.750000 Penalty: 4676.900391
	Iteration 54Q: 3 clusters Score -1668097 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1668105.500000 Penalty: 4676.900391
	Iteration 55Q: 3 clusters Score -1668106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1668114.375000 Penalty: 4676.900391
	Iteration 56Q: 3 clusters Score -1668114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1668112.625000 Penalty: 4676.900391
	Iteration 57Q: 3 clusters Score -1668113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1668121.375000 Penalty: 4676.900391
	Iteration 58Q: 3 clusters Score -1668121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1668126.875000 Penalty: 4676.900391
	Iteration 59Q: 3 clusters Score -1668127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1668126.875000 Penalty: 4676.900391
	Iteration 60F: 3 clusters Score -1668127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1668135.500000 Penalty: 4676.900391
	Iteration 61Q: 3 clusters Score -1668136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1668139.250000 Penalty: 4676.900391
	Iteration 62Q: 3 clusters Score -1668139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1668141.875000 Penalty: 4676.900391
	Iteration 63Q: 3 clusters Score -1668142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1668143.000000 Penalty: 4676.900391
	Iteration 64Q: 3 clusters Score -1668143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1668145.750000 Penalty: 4676.900391
	Iteration 65Q: 3 clusters Score -1668146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1668148.000000 Penalty: 4676.900391
	Iteration 66Q: 3 clusters Score -1668148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1668149.250000 Penalty: 4676.900391
	Iteration 67Q: 3 clusters Score -1668149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1668147.000000 Penalty: 4676.900391
	Iteration 68Q: 3 clusters Score -1668147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1668148.375000 Penalty: 4676.900391
	Iteration 69Q: 3 clusters Score -1668148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1668149.250000 Penalty: 4676.900391
	Iteration 70Q: 3 clusters Score -1668149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1668150.875000 Penalty: 4676.900391
	Iteration 71Q: 3 clusters Score -1668151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1668153.250000 Penalty: 4676.900391
	Iteration 72Q: 3 clusters Score -1668153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1668155.250000 Penalty: 4676.900391
	Iteration 73Q: 3 clusters Score -1668155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1668159.375000 Penalty: 4676.900391
	Iteration 74Q: 3 clusters Score -1668159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1668161.125000 Penalty: 4676.900391
	Iteration 75Q: 3 clusters Score -1668161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1668162.750000 Penalty: 4676.900391
	Iteration 76Q: 3 clusters Score -1668163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1668163.125000 Penalty: 4676.900391
	Iteration 77Q: 3 clusters Score -1668163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1668163.250000 Penalty: 4676.900391
	Iteration 78Q: 3 clusters Score -1668163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1668161.375000 Penalty: 4676.900391
	Iteration 79Q: 3 clusters Score -1668161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1668165.375000 Penalty: 4676.900391
	Iteration 80F: 3 clusters Score -1668165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1668167.875000 Penalty: 4676.900391
	Iteration 81Q: 3 clusters Score -1668168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1668167.125000 Penalty: 4676.900391
	Iteration 82Q: 3 clusters Score -1668167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1668167.375000 Penalty: 4676.900391
	Iteration 83Q: 3 clusters Score -1668167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1668166.375000 Penalty: 4676.900391
	Iteration 84Q: 3 clusters Score -1668166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1668168.750000 Penalty: 4676.900391
	Iteration 85Q: 3 clusters Score -1668169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1668174.000000 Penalty: 4676.900391
	Iteration 86Q: 3 clusters Score -1668174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1668174.000000 Penalty: 4676.900391
	Iteration 87F: 3 clusters Score -1668174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 55439 members 
Mstep: Class 3 contains 2675 members 
Mstep: Class 4 contains 42596 members 
Mstep: Class 5 contains 50519 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64538 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134265 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158788 members 
Mstep: Class 14 contains 146223 members 
Mstep: Class 15 contains 48192 members 
Mstep: Class 16 contains 6742 members 
Mstep: Class 17 contains 8685 members 
Mstep: Class 18 contains 2753 members 
Mstep: Class 19 contains 127678 members 
Mstep: Class 20 contains 7749 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66984 members 
Mstep: Class 25 contains 34448 members 
Mstep: Class 26 contains 3543 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5895 members 
Mstep: Class 29 contains 21540 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Mstep: Class 32 contains 9772 members 
Entering Unmasked Estep 
Score: -142940880.000000 Penalty: 110053.570312
Splitting cluster 3 changes total score from -142941776.000000 to -142940880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (42596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Entering Unmasked Estep 
Score: -5759679.500000 Penalty: 2643.559814
	Iteration 0F: 2 clusters Score -5759680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -5730884.000000 Penalty: 5287.119629
	Iteration 0F: 3 clusters Score -5730884 nChanged 19472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -5741701.000000 Penalty: 5287.119629
	Iteration 1F: 3 clusters Score -5741701 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -5742274.000000 Penalty: 5287.119629
	Iteration 2Q: 3 clusters Score -5742274 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -5742892.500000 Penalty: 5287.119629
	Iteration 3Q: 3 clusters Score -5742892 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -5743531.500000 Penalty: 5287.119629
	Iteration 4Q: 3 clusters Score -5743532 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -5744205.000000 Penalty: 5287.119629
	Iteration 5Q: 3 clusters Score -5744205 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -5744883.500000 Penalty: 5287.119629
	Iteration 6Q: 3 clusters Score -5744884 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -5745623.500000 Penalty: 5287.119629
	Iteration 7Q: 3 clusters Score -5745624 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -5746551.500000 Penalty: 5287.119629
	Iteration 8Q: 3 clusters Score -5746552 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -5747634.500000 Penalty: 5287.119629
	Iteration 9Q: 3 clusters Score -5747634 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -5748875.000000 Penalty: 5287.119629
	Iteration 10Q: 3 clusters Score -5748875 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -5750375.000000 Penalty: 5287.119629
	Iteration 11F: 3 clusters Score -5750375 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -5751967.500000 Penalty: 5287.119629
	Iteration 12F: 3 clusters Score -5751968 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -5753501.000000 Penalty: 5287.119629
	Iteration 13Q: 3 clusters Score -5753501 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -5754781.500000 Penalty: 5287.119629
	Iteration 14Q: 3 clusters Score -5754782 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -5755745.000000 Penalty: 5287.119629
	Iteration 15Q: 3 clusters Score -5755745 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -5756405.500000 Penalty: 5287.119629
	Iteration 16Q: 3 clusters Score -5756406 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -5756819.500000 Penalty: 5287.119629
	Iteration 17Q: 3 clusters Score -5756820 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -5757044.000000 Penalty: 5287.119629
	Iteration 18Q: 3 clusters Score -5757044 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -5757159.000000 Penalty: 5287.119629
	Iteration 19Q: 3 clusters Score -5757159 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -5757249.500000 Penalty: 5287.119629
	Iteration 20F: 3 clusters Score -5757250 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -5757299.500000 Penalty: 5287.119629
	Iteration 21Q: 3 clusters Score -5757300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -5757343.500000 Penalty: 5287.119629
	Iteration 22Q: 3 clusters Score -5757344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -5757367.000000 Penalty: 5287.119629
	Iteration 23Q: 3 clusters Score -5757367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -5757380.500000 Penalty: 5287.119629
	Iteration 24Q: 3 clusters Score -5757380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -5757380.000000 Penalty: 5287.119629
	Iteration 25Q: 3 clusters Score -5757380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -5757391.500000 Penalty: 5287.119629
	Iteration 26Q: 3 clusters Score -5757392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -5757397.000000 Penalty: 5287.119629
	Iteration 27Q: 3 clusters Score -5757397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -5757400.500000 Penalty: 5287.119629
	Iteration 28Q: 3 clusters Score -5757400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -5757406.000000 Penalty: 5287.119629
	Iteration 29Q: 3 clusters Score -5757406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -5757406.000000 Penalty: 5287.119629
	Iteration 30Q: 3 clusters Score -5757406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -5757411.000000 Penalty: 5287.119629
	Iteration 31Q: 3 clusters Score -5757411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -5757413.500000 Penalty: 5287.119629
	Iteration 32Q: 3 clusters Score -5757414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -5757424.500000 Penalty: 5287.119629
	Iteration 33Q: 3 clusters Score -5757424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -5757422.500000 Penalty: 5287.119629
	Iteration 34Q: 3 clusters Score -5757422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -5757422.000000 Penalty: 5287.119629
	Iteration 35Q: 3 clusters Score -5757422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -5757423.500000 Penalty: 5287.119629
	Iteration 36Q: 3 clusters Score -5757424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -5757426.500000 Penalty: 5287.119629
	Iteration 37Q: 3 clusters Score -5757426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -5757425.000000 Penalty: 5287.119629
	Iteration 38Q: 3 clusters Score -5757425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -5757429.000000 Penalty: 5287.119629
	Iteration 39Q: 3 clusters Score -5757429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -5757429.000000 Penalty: 5287.119629
	Iteration 40F: 3 clusters Score -5757429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50519 members 
Entering Unmasked Estep 
Score: -7091897.500000 Penalty: 2685.865967
	Iteration 0F: 2 clusters Score -7091898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -7057954.000000 Penalty: 5371.731934
	Iteration 0F: 3 clusters Score -7057954 nChanged 23213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -7070826.000000 Penalty: 5371.731934
	Iteration 1F: 3 clusters Score -7070826 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -7071295.000000 Penalty: 5371.731934
	Iteration 2Q: 3 clusters Score -7071295 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -7071794.500000 Penalty: 5371.731934
	Iteration 3Q: 3 clusters Score -7071794 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -7072318.500000 Penalty: 5371.731934
	Iteration 4Q: 3 clusters Score -7072318 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -7072978.000000 Penalty: 5371.731934
	Iteration 5Q: 3 clusters Score -7072978 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -7073896.000000 Penalty: 5371.731934
	Iteration 6Q: 3 clusters Score -7073896 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -7075028.000000 Penalty: 5371.731934
	Iteration 7Q: 3 clusters Score -7075028 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -7076357.500000 Penalty: 5371.731934
	Iteration 8Q: 3 clusters Score -7076358 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -7078084.000000 Penalty: 5371.731934
	Iteration 9F: 3 clusters Score -7078084 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -7079985.500000 Penalty: 5371.731934
	Iteration 10F: 3 clusters Score -7079986 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -7081744.500000 Penalty: 5371.731934
	Iteration 11F: 3 clusters Score -7081744 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -7082874.000000 Penalty: 5371.731934
	Iteration 12Q: 3 clusters Score -7082874 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -7083415.000000 Penalty: 5371.731934
	Iteration 13Q: 3 clusters Score -7083415 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -7083653.000000 Penalty: 5371.731934
	Iteration 14Q: 3 clusters Score -7083653 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -7083735.500000 Penalty: 5371.731934
	Iteration 15Q: 3 clusters Score -7083736 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -7083795.500000 Penalty: 5371.731934
	Iteration 16Q: 3 clusters Score -7083796 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -7083868.500000 Penalty: 5371.731934
	Iteration 17Q: 3 clusters Score -7083868 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -7083901.000000 Penalty: 5371.731934
	Iteration 18Q: 3 clusters Score -7083901 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -7083932.500000 Penalty: 5371.731934
	Iteration 19Q: 3 clusters Score -7083932 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -7083973.500000 Penalty: 5371.731934
	Iteration 20F: 3 clusters Score -7083974 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -7084009.500000 Penalty: 5371.731934
	Iteration 21Q: 3 clusters Score -7084010 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -7084001.500000 Penalty: 5371.731934
	Iteration 22Q: 3 clusters Score -7084002 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -7084038.500000 Penalty: 5371.731934
	Iteration 23Q: 3 clusters Score -7084038 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -7084051.500000 Penalty: 5371.731934
	Iteration 24Q: 3 clusters Score -7084052 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -7084071.500000 Penalty: 5371.731934
	Iteration 25Q: 3 clusters Score -7084072 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -7084111.000000 Penalty: 5371.731934
	Iteration 26Q: 3 clusters Score -7084111 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -7084137.500000 Penalty: 5371.731934
	Iteration 27Q: 3 clusters Score -7084138 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -7084179.000000 Penalty: 5371.731934
	Iteration 28Q: 3 clusters Score -7084179 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -7084209.500000 Penalty: 5371.731934
	Iteration 29Q: 3 clusters Score -7084210 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -7084210.500000 Penalty: 5371.731934
	Iteration 30Q: 3 clusters Score -7084210 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -7084271.000000 Penalty: 5371.731934
	Iteration 31Q: 3 clusters Score -7084271 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -7084275.500000 Penalty: 5371.731934
	Iteration 32Q: 3 clusters Score -7084276 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -7084319.500000 Penalty: 5371.731934
	Iteration 33Q: 3 clusters Score -7084320 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -7084375.000000 Penalty: 5371.731934
	Iteration 34Q: 3 clusters Score -7084375 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -7084447.000000 Penalty: 5371.731934
	Iteration 35Q: 3 clusters Score -7084447 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -7084517.500000 Penalty: 5371.731934
	Iteration 36Q: 3 clusters Score -7084518 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -7084599.000000 Penalty: 5371.731934
	Iteration 37Q: 3 clusters Score -7084599 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -7084711.500000 Penalty: 5371.731934
	Iteration 38Q: 3 clusters Score -7084712 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -7084808.000000 Penalty: 5371.731934
	Iteration 39Q: 3 clusters Score -7084808 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -7084922.000000 Penalty: 5371.731934
	Iteration 40F: 3 clusters Score -7084922 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -7085129.500000 Penalty: 5371.731934
	Iteration 41Q: 3 clusters Score -7085130 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -7085272.500000 Penalty: 5371.731934
	Iteration 42Q: 3 clusters Score -7085272 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -7085405.000000 Penalty: 5371.731934
	Iteration 43Q: 3 clusters Score -7085405 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -7085609.500000 Penalty: 5371.731934
	Iteration 44Q: 3 clusters Score -7085610 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -7085749.500000 Penalty: 5371.731934
	Iteration 45Q: 3 clusters Score -7085750 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -7085911.500000 Penalty: 5371.731934
	Iteration 46Q: 3 clusters Score -7085912 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -7086084.500000 Penalty: 5371.731934
	Iteration 47Q: 3 clusters Score -7086084 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -7086270.000000 Penalty: 5371.731934
	Iteration 48Q: 3 clusters Score -7086270 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -7086431.500000 Penalty: 5371.731934
	Iteration 49Q: 3 clusters Score -7086432 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -7086552.000000 Penalty: 5371.731934
	Iteration 50Q: 3 clusters Score -7086552 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -7086706.000000 Penalty: 5371.731934
	Iteration 51Q: 3 clusters Score -7086706 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -7086821.000000 Penalty: 5371.731934
	Iteration 52Q: 3 clusters Score -7086821 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -7086914.000000 Penalty: 5371.731934
	Iteration 53Q: 3 clusters Score -7086914 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -7087028.000000 Penalty: 5371.731934
	Iteration 54Q: 3 clusters Score -7087028 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -7087153.500000 Penalty: 5371.731934
	Iteration 55Q: 3 clusters Score -7087154 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -7087255.500000 Penalty: 5371.731934
	Iteration 56Q: 3 clusters Score -7087256 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -7087359.500000 Penalty: 5371.731934
	Iteration 57Q: 3 clusters Score -7087360 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -7087520.000000 Penalty: 5371.731934
	Iteration 58Q: 3 clusters Score -7087520 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -7087636.000000 Penalty: 5371.731934
	Iteration 59Q: 3 clusters Score -7087636 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -7087740.500000 Penalty: 5371.731934
	Iteration 60F: 3 clusters Score -7087740 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -7087814.000000 Penalty: 5371.731934
	Iteration 61Q: 3 clusters Score -7087814 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -7087907.000000 Penalty: 5371.731934
	Iteration 62Q: 3 clusters Score -7087907 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -7088013.000000 Penalty: 5371.731934
	Iteration 63Q: 3 clusters Score -7088013 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -7088106.000000 Penalty: 5371.731934
	Iteration 64Q: 3 clusters Score -7088106 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -7088229.500000 Penalty: 5371.731934
	Iteration 65Q: 3 clusters Score -7088230 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -7088336.000000 Penalty: 5371.731934
	Iteration 66Q: 3 clusters Score -7088336 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -7088432.000000 Penalty: 5371.731934
	Iteration 67Q: 3 clusters Score -7088432 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -7088491.500000 Penalty: 5371.731934
	Iteration 68Q: 3 clusters Score -7088492 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -7088568.000000 Penalty: 5371.731934
	Iteration 69Q: 3 clusters Score -7088568 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -7088646.000000 Penalty: 5371.731934
	Iteration 70Q: 3 clusters Score -7088646 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -7088722.500000 Penalty: 5371.731934
	Iteration 71Q: 3 clusters Score -7088722 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -7088776.000000 Penalty: 5371.731934
	Iteration 72Q: 3 clusters Score -7088776 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -7088833.000000 Penalty: 5371.731934
	Iteration 73Q: 3 clusters Score -7088833 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -7088884.500000 Penalty: 5371.731934
	Iteration 74Q: 3 clusters Score -7088884 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -7088926.000000 Penalty: 5371.731934
	Iteration 75Q: 3 clusters Score -7088926 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -7088987.500000 Penalty: 5371.731934
	Iteration 76Q: 3 clusters Score -7088988 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -7089042.500000 Penalty: 5371.731934
	Iteration 77Q: 3 clusters Score -7089042 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 46288 members 
Entering Unmasked Estep 
Score: -7089090.500000 Penalty: 5371.731934
	Iteration 78Q: 3 clusters Score -7089090 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -7089135.500000 Penalty: 5371.731934
	Iteration 79Q: 3 clusters Score -7089136 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -7089220.000000 Penalty: 5371.731934
	Iteration 80F: 3 clusters Score -7089220 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -7089264.000000 Penalty: 5371.731934
	Iteration 81Q: 3 clusters Score -7089264 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -7089328.500000 Penalty: 5371.731934
	Iteration 82Q: 3 clusters Score -7089328 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -7089362.500000 Penalty: 5371.731934
	Iteration 83Q: 3 clusters Score -7089362 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -7089381.000000 Penalty: 5371.731934
	Iteration 84Q: 3 clusters Score -7089381 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -7089424.500000 Penalty: 5371.731934
	Iteration 85Q: 3 clusters Score -7089424 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -7089492.000000 Penalty: 5371.731934
	Iteration 86Q: 3 clusters Score -7089492 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -7089521.500000 Penalty: 5371.731934
	Iteration 87Q: 3 clusters Score -7089522 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -7089513.500000 Penalty: 5371.731934
	Iteration 88Q: 3 clusters Score -7089514 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -7089537.000000 Penalty: 5371.731934
	Iteration 89Q: 3 clusters Score -7089537 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -7089579.500000 Penalty: 5371.731934
	Iteration 90Q: 3 clusters Score -7089580 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -7089590.500000 Penalty: 5371.731934
	Iteration 91Q: 3 clusters Score -7089590 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 48072 members 
Entering Unmasked Estep 
Score: -7089608.500000 Penalty: 5371.731934
	Iteration 92Q: 3 clusters Score -7089608 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -7089615.000000 Penalty: 5371.731934
	Iteration 93Q: 3 clusters Score -7089615 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -7089625.500000 Penalty: 5371.731934
	Iteration 94Q: 3 clusters Score -7089626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -7089630.000000 Penalty: 5371.731934
	Iteration 95Q: 3 clusters Score -7089630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -7089638.000000 Penalty: 5371.731934
	Iteration 96Q: 3 clusters Score -7089638 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -7089655.000000 Penalty: 5371.731934
	Iteration 97Q: 3 clusters Score -7089655 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -7089664.500000 Penalty: 5371.731934
	Iteration 98Q: 3 clusters Score -7089664 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
Score: -7089673.000000 Penalty: 5371.731934
	Iteration 99Q: 3 clusters Score -7089673 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -7089678.500000 Penalty: 5371.731934
	Iteration 100F: 3 clusters Score -7089678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -7089699.500000 Penalty: 5371.731934
	Iteration 101Q: 3 clusters Score -7089700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -7089698.500000 Penalty: 5371.731934
	Iteration 102Q: 3 clusters Score -7089698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -7089690.000000 Penalty: 5371.731934
	Iteration 103Q: 3 clusters Score -7089690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -7089703.500000 Penalty: 5371.731934
	Iteration 104Q: 3 clusters Score -7089704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -7089697.500000 Penalty: 5371.731934
	Iteration 105Q: 3 clusters Score -7089698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -7089704.000000 Penalty: 5371.731934
	Iteration 106Q: 3 clusters Score -7089704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 48662 members 
Entering Unmasked Estep 
Score: -7089716.000000 Penalty: 5371.731934
	Iteration 107Q: 3 clusters Score -7089716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -7089731.000000 Penalty: 5371.731934
	Iteration 108Q: 3 clusters Score -7089731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -7089733.500000 Penalty: 5371.731934
	Iteration 109Q: 3 clusters Score -7089734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -7089738.500000 Penalty: 5371.731934
	Iteration 110Q: 3 clusters Score -7089738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -7089735.500000 Penalty: 5371.731934
	Iteration 111Q: 3 clusters Score -7089736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -7089751.500000 Penalty: 5371.731934
	Iteration 112Q: 3 clusters Score -7089752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -7089754.500000 Penalty: 5371.731934
	Iteration 113Q: 3 clusters Score -7089754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -7089766.000000 Penalty: 5371.731934
	Iteration 114Q: 3 clusters Score -7089766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -7089767.500000 Penalty: 5371.731934
	Iteration 115Q: 3 clusters Score -7089768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -7089761.000000 Penalty: 5371.731934
	Iteration 116Q: 3 clusters Score -7089761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 48877 members 
Entering Unmasked Estep 
Score: -7089767.500000 Penalty: 5371.731934
	Iteration 117Q: 3 clusters Score -7089768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 48883 members 
Entering Unmasked Estep 
Score: -7089774.000000 Penalty: 5371.731934
	Iteration 118Q: 3 clusters Score -7089774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -7089781.500000 Penalty: 5371.731934
	Iteration 119Q: 3 clusters Score -7089782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -7089779.500000 Penalty: 5371.731934
	Iteration 120F: 3 clusters Score -7089780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 48908 members 
Entering Unmasked Estep 
Score: -7089785.500000 Penalty: 5371.731934
	Iteration 121Q: 3 clusters Score -7089786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -7089785.000000 Penalty: 5371.731934
	Iteration 122Q: 3 clusters Score -7089785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -7089779.000000 Penalty: 5371.731934
	Iteration 123Q: 3 clusters Score -7089779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -7089786.000000 Penalty: 5371.731934
	Iteration 124Q: 3 clusters Score -7089786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -7089786.000000 Penalty: 5371.731934
	Iteration 125Q: 3 clusters Score -7089786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -7089785.500000 Penalty: 5371.731934
	Iteration 126Q: 3 clusters Score -7089786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 48928 members 
Entering Unmasked Estep 
Score: -7089792.500000 Penalty: 5371.731934
	Iteration 127Q: 3 clusters Score -7089792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 48931 members 
Entering Unmasked Estep 
Score: -7089789.000000 Penalty: 5371.731934
	Iteration 128Q: 3 clusters Score -7089789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -7089785.500000 Penalty: 5371.731934
	Iteration 129Q: 3 clusters Score -7089786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -7089785.500000 Penalty: 5371.731934
	Iteration 130F: 3 clusters Score -7089786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -112777.250000 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -112777.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -110966.164062 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -110966.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -111241.664062 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -111241.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -111323.507812 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -111323.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -111377.789062 Penalty: 3357.742432
	Iteration 3Q: 3 clusters Score -111377.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -111448.000000 Penalty: 3357.742432
	Iteration 4Q: 3 clusters Score -111448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -111559.554688 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -111559.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -111646.898438 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -111646.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -111688.296875 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -111688.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -111731.000000 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -111731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -111768.093750 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -111768.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -111795.710938 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -111795.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -111826.046875 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -111826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -111878.984375 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -111879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -111896.164062 Penalty: 3357.742432
	Iteration 13Q: 3 clusters Score -111896.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -111924.859375 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -111924.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -111941.671875 Penalty: 3357.742432
	Iteration 15Q: 3 clusters Score -111941.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -111979.687500 Penalty: 3357.742432
	Iteration 16Q: 3 clusters Score -111979.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -112029.796875 Penalty: 3357.742432
	Iteration 17Q: 3 clusters Score -112029.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -112105.640625 Penalty: 3357.742432
	Iteration 18Q: 3 clusters Score -112105.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -112159.320312 Penalty: 3357.742432
	Iteration 19Q: 3 clusters Score -112159.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -112188.039062 Penalty: 3357.742432
	Iteration 20F: 3 clusters Score -112188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -112219.304688 Penalty: 3357.742432
	Iteration 21Q: 3 clusters Score -112219.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -112249.015625 Penalty: 3357.742432
	Iteration 22Q: 3 clusters Score -112249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -112270.898438 Penalty: 3357.742432
	Iteration 23Q: 3 clusters Score -112270.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -112297.406250 Penalty: 3357.742432
	Iteration 24Q: 3 clusters Score -112297.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -112315.156250 Penalty: 3357.742432
	Iteration 25Q: 3 clusters Score -112315.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -112343.046875 Penalty: 3357.742432
	Iteration 26Q: 3 clusters Score -112343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -112365.171875 Penalty: 3357.742432
	Iteration 27Q: 3 clusters Score -112365.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -112402.125000 Penalty: 3357.742432
	Iteration 28Q: 3 clusters Score -112402.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -112453.617188 Penalty: 3357.742432
	Iteration 29Q: 3 clusters Score -112453.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -112494.546875 Penalty: 3357.742432
	Iteration 30Q: 3 clusters Score -112494.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -112551.132812 Penalty: 3357.742432
	Iteration 31Q: 3 clusters Score -112551.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -112585.382812 Penalty: 3357.742432
	Iteration 32Q: 3 clusters Score -112585.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -112595.875000 Penalty: 3357.742432
	Iteration 33Q: 3 clusters Score -112595.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -112599.835938 Penalty: 3357.742432
	Iteration 34Q: 3 clusters Score -112599.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -112599.835938 Penalty: 3357.742432
	Iteration 35F: 3 clusters Score -112599.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -142959.906250 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -142959.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -140988.296875 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -140988.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -141371.031250 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -141371 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -141645.984375 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -141646 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -142133.281250 Penalty: 3477.562012
	Iteration 3F: 3 clusters Score -142133.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -142367.609375 Penalty: 3477.562012
	Iteration 4F: 3 clusters Score -142367.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -142454.609375 Penalty: 3477.562012
	Iteration 5Q: 3 clusters Score -142454.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -142516.921875 Penalty: 3477.562012
	Iteration 6Q: 3 clusters Score -142516.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -142557.437500 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -142557.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -142581.890625 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -142581.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -142604.062500 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -142604.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -142629.421875 Penalty: 3477.562012
	Iteration 10Q: 3 clusters Score -142629.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -142672.906250 Penalty: 3477.562012
	Iteration 11Q: 3 clusters Score -142672.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -142786.640625 Penalty: 3477.562012
	Iteration 12Q: 3 clusters Score -142786.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -142879.390625 Penalty: 3477.562012
	Iteration 13Q: 3 clusters Score -142879.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -142930.515625 Penalty: 3477.562012
	Iteration 14Q: 3 clusters Score -142930.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -142958.562500 Penalty: 3477.562012
	Iteration 15Q: 3 clusters Score -142958.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -142967.125000 Penalty: 3477.562012
	Iteration 16Q: 3 clusters Score -142967.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -142972.453125 Penalty: 3477.562012
	Iteration 17Q: 3 clusters Score -142972.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -142978.875000 Penalty: 3477.562012
	Iteration 18Q: 3 clusters Score -142978.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -142982.125000 Penalty: 3477.562012
	Iteration 19Q: 3 clusters Score -142982.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -142983.031250 Penalty: 3477.562012
	Iteration 20F: 3 clusters Score -142983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -142984.812500 Penalty: 3477.562012
	Iteration 21Q: 3 clusters Score -142984.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -142987.109375 Penalty: 3477.562012
	Iteration 22Q: 3 clusters Score -142987.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -142991.406250 Penalty: 3477.562012
	Iteration 23Q: 3 clusters Score -142991.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -142992.968750 Penalty: 3477.562012
	Iteration 24Q: 3 clusters Score -142993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -142994.109375 Penalty: 3477.562012
	Iteration 25Q: 3 clusters Score -142994.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -142996.578125 Penalty: 3477.562012
	Iteration 26Q: 3 clusters Score -142996.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -142997.140625 Penalty: 3477.562012
	Iteration 27Q: 3 clusters Score -142997.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -142997.140625 Penalty: 3477.562012
	Iteration 28F: 3 clusters Score -142997.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 55439 members 
Mstep: Class 3 contains 12447 members 
Mstep: Class 4 contains 42596 members 
Mstep: Class 5 contains 50519 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 436 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64538 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134265 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158788 members 
Mstep: Class 14 contains 146223 members 
Mstep: Class 15 contains 48192 members 
Mstep: Class 16 contains 6742 members 
Mstep: Class 17 contains 8685 members 
Mstep: Class 18 contains 2753 members 
Mstep: Class 19 contains 127678 members 
Mstep: Class 20 contains 7749 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66984 members 
Mstep: Class 25 contains 34448 members 
Mstep: Class 26 contains 3543 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5895 members 
Mstep: Class 29 contains 21540 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Mstep: Class 32 contains 673 members 
Entering Unmasked Estep 
Score: -142940128.000000 Penalty: 110053.570312
Splitting cluster 7 changes total score from -142941776.000000 to -142940128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Entering Unmasked Estep 
Score: -655775.437500 Penalty: 2101.052734
	Iteration 0F: 2 clusters Score -655775.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -651399.000000 Penalty: 4202.105469
	Iteration 0F: 3 clusters Score -651399 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -652388.750000 Penalty: 4202.105469
	Iteration 1F: 3 clusters Score -652388.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -652577.937500 Penalty: 4202.105469
	Iteration 2F: 3 clusters Score -652577.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -652690.625000 Penalty: 4202.105469
	Iteration 3Q: 3 clusters Score -652690.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -652780.687500 Penalty: 4202.105469
	Iteration 4Q: 3 clusters Score -652780.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -652848.062500 Penalty: 4202.105469
	Iteration 5Q: 3 clusters Score -652848.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -652907.500000 Penalty: 4202.105469
	Iteration 6Q: 3 clusters Score -652907.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -652964.750000 Penalty: 4202.105469
	Iteration 7Q: 3 clusters Score -652964.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -653016.812500 Penalty: 4202.105469
	Iteration 8Q: 3 clusters Score -653016.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -653067.187500 Penalty: 4202.105469
	Iteration 9Q: 3 clusters Score -653067.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -653113.562500 Penalty: 4202.105469
	Iteration 10Q: 3 clusters Score -653113.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -653168.000000 Penalty: 4202.105469
	Iteration 11Q: 3 clusters Score -653168 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -653242.187500 Penalty: 4202.105469
	Iteration 12Q: 3 clusters Score -653242.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -653320.375000 Penalty: 4202.105469
	Iteration 13Q: 3 clusters Score -653320.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -653436.812500 Penalty: 4202.105469
	Iteration 14Q: 3 clusters Score -653436.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -653582.062500 Penalty: 4202.105469
	Iteration 15Q: 3 clusters Score -653582.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -653715.062500 Penalty: 4202.105469
	Iteration 16Q: 3 clusters Score -653715.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -653837.500000 Penalty: 4202.105469
	Iteration 17Q: 3 clusters Score -653837.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -653946.250000 Penalty: 4202.105469
	Iteration 18Q: 3 clusters Score -653946.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -654037.250000 Penalty: 4202.105469
	Iteration 19Q: 3 clusters Score -654037.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -654117.937500 Penalty: 4202.105469
	Iteration 20F: 3 clusters Score -654117.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -654172.125000 Penalty: 4202.105469
	Iteration 21Q: 3 clusters Score -654172.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -654213.437500 Penalty: 4202.105469
	Iteration 22Q: 3 clusters Score -654213.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -654244.562500 Penalty: 4202.105469
	Iteration 23Q: 3 clusters Score -654244.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -654260.875000 Penalty: 4202.105469
	Iteration 24Q: 3 clusters Score -654260.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -654268.750000 Penalty: 4202.105469
	Iteration 25Q: 3 clusters Score -654268.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -654276.000000 Penalty: 4202.105469
	Iteration 26Q: 3 clusters Score -654276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -654283.312500 Penalty: 4202.105469
	Iteration 27Q: 3 clusters Score -654283.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -654284.562500 Penalty: 4202.105469
	Iteration 28Q: 3 clusters Score -654284.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -654285.812500 Penalty: 4202.105469
	Iteration 29Q: 3 clusters Score -654285.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -654285.812500 Penalty: 4202.105469
	Iteration 30F: 3 clusters Score -654285.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (64538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64538 members 
Entering Unmasked Estep 
Score: -9038817.000000 Penalty: 2746.602295
	Iteration 0F: 2 clusters Score -9038817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -8995411.000000 Penalty: 5493.204590
	Iteration 0F: 3 clusters Score -8995411 nChanged 30146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -9012259.000000 Penalty: 5493.204590
	Iteration 1F: 3 clusters Score -9012259 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -9012779.000000 Penalty: 5493.204590
	Iteration 2Q: 3 clusters Score -9012779 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -9013365.000000 Penalty: 5493.204590
	Iteration 3Q: 3 clusters Score -9013365 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -9014022.000000 Penalty: 5493.204590
	Iteration 4Q: 3 clusters Score -9014022 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -9014823.000000 Penalty: 5493.204590
	Iteration 5Q: 3 clusters Score -9014823 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -9016187.000000 Penalty: 5493.204590
	Iteration 6Q: 3 clusters Score -9016187 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -9018386.000000 Penalty: 5493.204590
	Iteration 7F: 3 clusters Score -9018386 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
Score: -9021633.000000 Penalty: 5493.204590
	Iteration 8F: 3 clusters Score -9021633 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -9026010.000000 Penalty: 5493.204590
	Iteration 9F: 3 clusters Score -9026010 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 57857 members 
Entering Unmasked Estep 
Score: -9030366.000000 Penalty: 5493.204590
	Iteration 10F: 3 clusters Score -9030366 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 60991 members 
Entering Unmasked Estep 
Score: -9033409.000000 Penalty: 5493.204590
	Iteration 11Q: 3 clusters Score -9033409 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 62700 members 
Entering Unmasked Estep 
Score: -9035113.000000 Penalty: 5493.204590
	Iteration 12Q: 3 clusters Score -9035113 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 63436 members 
Entering Unmasked Estep 
Score: -9035847.000000 Penalty: 5493.204590
	Iteration 13Q: 3 clusters Score -9035847 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 63676 members 
Entering Unmasked Estep 
Score: -9036131.000000 Penalty: 5493.204590
	Iteration 14Q: 3 clusters Score -9036131 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 63784 members 
Entering Unmasked Estep 
Score: -9036285.000000 Penalty: 5493.204590
	Iteration 15Q: 3 clusters Score -9036285 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 63833 members 
Entering Unmasked Estep 
Score: -9036367.000000 Penalty: 5493.204590
	Iteration 16Q: 3 clusters Score -9036367 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 63869 members 
Entering Unmasked Estep 
Score: -9036408.000000 Penalty: 5493.204590
	Iteration 17Q: 3 clusters Score -9036408 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -9036443.000000 Penalty: 5493.204590
	Iteration 18Q: 3 clusters Score -9036443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 63888 members 
Entering Unmasked Estep 
Score: -9036452.000000 Penalty: 5493.204590
	Iteration 19Q: 3 clusters Score -9036452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 63891 members 
Entering Unmasked Estep 
Score: -9036470.000000 Penalty: 5493.204590
	Iteration 20F: 3 clusters Score -9036470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 63894 members 
Entering Unmasked Estep 
Score: -9036471.000000 Penalty: 5493.204590
	Iteration 21Q: 3 clusters Score -9036471 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 63897 members 
Entering Unmasked Estep 
Score: -9036486.000000 Penalty: 5493.204590
	Iteration 22Q: 3 clusters Score -9036486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 63903 members 
Entering Unmasked Estep 
Score: -9036500.000000 Penalty: 5493.204590
	Iteration 23Q: 3 clusters Score -9036500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 63911 members 
Entering Unmasked Estep 
Score: -9036506.000000 Penalty: 5493.204590
	Iteration 24Q: 3 clusters Score -9036506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 63915 members 
Entering Unmasked Estep 
Score: -9036507.000000 Penalty: 5493.204590
	Iteration 25Q: 3 clusters Score -9036507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 63921 members 
Entering Unmasked Estep 
Score: -9036509.000000 Penalty: 5493.204590
	Iteration 26Q: 3 clusters Score -9036509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 63926 members 
Entering Unmasked Estep 
Score: -9036507.000000 Penalty: 5493.204590
	Iteration 27Q: 3 clusters Score -9036507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 63930 members 
Entering Unmasked Estep 
Score: -9036535.000000 Penalty: 5493.204590
	Iteration 28Q: 3 clusters Score -9036535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 63934 members 
Entering Unmasked Estep 
Score: -9036533.000000 Penalty: 5493.204590
	Iteration 29Q: 3 clusters Score -9036533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 63939 members 
Entering Unmasked Estep 
Score: -9036531.000000 Penalty: 5493.204590
	Iteration 30Q: 3 clusters Score -9036531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 63937 members 
Entering Unmasked Estep 
Score: -9036537.000000 Penalty: 5493.204590
	Iteration 31Q: 3 clusters Score -9036537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 63937 members 
Entering Unmasked Estep 
Score: -9036536.000000 Penalty: 5493.204590
	Iteration 32Q: 3 clusters Score -9036536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 63939 members 
Entering Unmasked Estep 
Score: -9036534.000000 Penalty: 5493.204590
	Iteration 33Q: 3 clusters Score -9036534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 63943 members 
Entering Unmasked Estep 
Score: -9036553.000000 Penalty: 5493.204590
	Iteration 34Q: 3 clusters Score -9036553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 63947 members 
Entering Unmasked Estep 
Score: -9036554.000000 Penalty: 5493.204590
	Iteration 35Q: 3 clusters Score -9036554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 63948 members 
Entering Unmasked Estep 
Score: -9036556.000000 Penalty: 5493.204590
	Iteration 36Q: 3 clusters Score -9036556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 63949 members 
Entering Unmasked Estep 
Score: -9036557.000000 Penalty: 5493.204590
	Iteration 37Q: 3 clusters Score -9036557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 63949 members 
Entering Unmasked Estep 
Score: -9036557.000000 Penalty: 5493.204590
	Iteration 38F: 3 clusters Score -9036557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Entering Unmasked Estep 
Score: -980798.437500 Penalty: 2201.209717
	Iteration 0F: 2 clusters Score -980798.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -974862.250000 Penalty: 4402.419434
	Iteration 0F: 3 clusters Score -974862.2 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -976395.062500 Penalty: 4402.419434
	Iteration 1F: 3 clusters Score -976395.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -976660.187500 Penalty: 4402.419434
	Iteration 2F: 3 clusters Score -976660.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -976870.375000 Penalty: 4402.419434
	Iteration 3F: 3 clusters Score -976870.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -977025.500000 Penalty: 4402.419434
	Iteration 4Q: 3 clusters Score -977025.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -977143.375000 Penalty: 4402.419434
	Iteration 5Q: 3 clusters Score -977143.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -977241.125000 Penalty: 4402.419434
	Iteration 6Q: 3 clusters Score -977241.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -977342.125000 Penalty: 4402.419434
	Iteration 7Q: 3 clusters Score -977342.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -977447.250000 Penalty: 4402.419434
	Iteration 8Q: 3 clusters Score -977447.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -977548.812500 Penalty: 4402.419434
	Iteration 9Q: 3 clusters Score -977548.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -977631.875000 Penalty: 4402.419434
	Iteration 10Q: 3 clusters Score -977631.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -977730.625000 Penalty: 4402.419434
	Iteration 11Q: 3 clusters Score -977730.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -977821.562500 Penalty: 4402.419434
	Iteration 12Q: 3 clusters Score -977821.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -977909.312500 Penalty: 4402.419434
	Iteration 13Q: 3 clusters Score -977909.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -977984.687500 Penalty: 4402.419434
	Iteration 14Q: 3 clusters Score -977984.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -978069.125000 Penalty: 4402.419434
	Iteration 15Q: 3 clusters Score -978069.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -978158.187500 Penalty: 4402.419434
	Iteration 16Q: 3 clusters Score -978158.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -978265.812500 Penalty: 4402.419434
	Iteration 17Q: 3 clusters Score -978265.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -978392.187500 Penalty: 4402.419434
	Iteration 18Q: 3 clusters Score -978392.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -978527.000000 Penalty: 4402.419434
	Iteration 19Q: 3 clusters Score -978527 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -978617.250000 Penalty: 4402.419434
	Iteration 20F: 3 clusters Score -978617.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -978667.250000 Penalty: 4402.419434
	Iteration 21Q: 3 clusters Score -978667.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -978704.062500 Penalty: 4402.419434
	Iteration 22Q: 3 clusters Score -978704.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -978726.062500 Penalty: 4402.419434
	Iteration 23Q: 3 clusters Score -978726.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -978743.687500 Penalty: 4402.419434
	Iteration 24Q: 3 clusters Score -978743.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -978754.687500 Penalty: 4402.419434
	Iteration 25Q: 3 clusters Score -978754.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -978763.125000 Penalty: 4402.419434
	Iteration 26Q: 3 clusters Score -978763.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -978772.250000 Penalty: 4402.419434
	Iteration 27Q: 3 clusters Score -978772.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -978776.375000 Penalty: 4402.419434
	Iteration 28Q: 3 clusters Score -978776.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -978778.937500 Penalty: 4402.419434
	Iteration 29Q: 3 clusters Score -978778.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -978779.875000 Penalty: 4402.419434
	Iteration 30Q: 3 clusters Score -978779.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -978783.312500 Penalty: 4402.419434
	Iteration 31Q: 3 clusters Score -978783.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -978787.500000 Penalty: 4402.419434
	Iteration 32Q: 3 clusters Score -978787.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -978791.687500 Penalty: 4402.419434
	Iteration 33Q: 3 clusters Score -978791.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -978795.062500 Penalty: 4402.419434
	Iteration 34Q: 3 clusters Score -978795.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -978799.812500 Penalty: 4402.419434
	Iteration 35Q: 3 clusters Score -978799.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -978802.250000 Penalty: 4402.419434
	Iteration 36Q: 3 clusters Score -978802.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -978803.937500 Penalty: 4402.419434
	Iteration 37Q: 3 clusters Score -978803.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -978806.500000 Penalty: 4402.419434
	Iteration 38Q: 3 clusters Score -978806.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -978809.500000 Penalty: 4402.419434
	Iteration 39Q: 3 clusters Score -978809.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -978808.375000 Penalty: 4402.419434
	Iteration 40F: 3 clusters Score -978808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -978809.000000 Penalty: 4402.419434
	Iteration 41Q: 3 clusters Score -978809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -978808.062500 Penalty: 4402.419434
	Iteration 42Q: 3 clusters Score -978808.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -978807.625000 Penalty: 4402.419434
	Iteration 43Q: 3 clusters Score -978807.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -978807.625000 Penalty: 4402.419434
	Iteration 44F: 3 clusters Score -978807.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (134265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134265 members 
Entering Unmasked Estep 
Score: -18711732.000000 Penalty: 2928.277588
	Iteration 0F: 2 clusters Score -1.871173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67050 members 
Mstep: Class 2 contains 67215 members 
Entering Unmasked Estep 
Score: -18624414.000000 Penalty: 5856.555176
	Iteration 0F: 3 clusters Score -1.862441e+07 nChanged 63899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66625 members 
Mstep: Class 2 contains 67640 members 
Entering Unmasked Estep 
Score: -18661128.000000 Penalty: 5856.555176
	Iteration 1F: 3 clusters Score -1.866113e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66459 members 
Mstep: Class 2 contains 67806 members 
Entering Unmasked Estep 
Score: -18661986.000000 Penalty: 5856.555176
	Iteration 2Q: 3 clusters Score -1.866199e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66105 members 
Mstep: Class 2 contains 68160 members 
Entering Unmasked Estep 
Score: -18662976.000000 Penalty: 5856.555176
	Iteration 3Q: 3 clusters Score -1.866298e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65483 members 
Mstep: Class 2 contains 68782 members 
Entering Unmasked Estep 
Score: -18664304.000000 Penalty: 5856.555176
	Iteration 4Q: 3 clusters Score -1.86643e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64394 members 
Mstep: Class 2 contains 69871 members 
Entering Unmasked Estep 
Score: -18665784.000000 Penalty: 5856.555176
	Iteration 5Q: 3 clusters Score -1.866578e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62644 members 
Mstep: Class 2 contains 71621 members 
Entering Unmasked Estep 
Score: -18667868.000000 Penalty: 5856.555176
	Iteration 6Q: 3 clusters Score -1.866787e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60062 members 
Mstep: Class 2 contains 74203 members 
Entering Unmasked Estep 
Score: -18670836.000000 Penalty: 5856.555176
	Iteration 7Q: 3 clusters Score -1.867084e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 77773 members 
Entering Unmasked Estep 
Score: -18674714.000000 Penalty: 5856.555176
	Iteration 8F: 3 clusters Score -1.867471e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52000 members 
Mstep: Class 2 contains 82265 members 
Entering Unmasked Estep 
Score: -18679908.000000 Penalty: 5856.555176
	Iteration 9F: 3 clusters Score -1.867991e+07 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 87236 members 
Entering Unmasked Estep 
Score: -18686330.000000 Penalty: 5856.555176
	Iteration 10F: 3 clusters Score -1.868633e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 91759 members 
Entering Unmasked Estep 
Score: -18692838.000000 Penalty: 5856.555176
	Iteration 11F: 3 clusters Score -1.869284e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 95109 members 
Entering Unmasked Estep 
Score: -18697182.000000 Penalty: 5856.555176
	Iteration 12F: 3 clusters Score -1.869718e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 97532 members 
Entering Unmasked Estep 
Score: -18699460.000000 Penalty: 5856.555176
	Iteration 13Q: 3 clusters Score -1.869946e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 99466 members 
Entering Unmasked Estep 
Score: -18700586.000000 Penalty: 5856.555176
	Iteration 14Q: 3 clusters Score -1.870059e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 101289 members 
Entering Unmasked Estep 
Score: -18701392.000000 Penalty: 5856.555176
	Iteration 15Q: 3 clusters Score -1.870139e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 103024 members 
Entering Unmasked Estep 
Score: -18702034.000000 Penalty: 5856.555176
	Iteration 16Q: 3 clusters Score -1.870203e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 104753 members 
Entering Unmasked Estep 
Score: -18702620.000000 Penalty: 5856.555176
	Iteration 17Q: 3 clusters Score -1.870262e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 106512 members 
Entering Unmasked Estep 
Score: -18703170.000000 Penalty: 5856.555176
	Iteration 18Q: 3 clusters Score -1.870317e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 108178 members 
Entering Unmasked Estep 
Score: -18703770.000000 Penalty: 5856.555176
	Iteration 19Q: 3 clusters Score -1.870377e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 109810 members 
Entering Unmasked Estep 
Score: -18704246.000000 Penalty: 5856.555176
	Iteration 20F: 3 clusters Score -1.870425e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 111451 members 
Entering Unmasked Estep 
Score: -18704766.000000 Penalty: 5856.555176
	Iteration 21Q: 3 clusters Score -1.870477e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 113081 members 
Entering Unmasked Estep 
Score: -18705192.000000 Penalty: 5856.555176
	Iteration 22Q: 3 clusters Score -1.870519e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 114621 members 
Entering Unmasked Estep 
Score: -18705642.000000 Penalty: 5856.555176
	Iteration 23Q: 3 clusters Score -1.870564e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 116099 members 
Entering Unmasked Estep 
Score: -18705958.000000 Penalty: 5856.555176
	Iteration 24Q: 3 clusters Score -1.870596e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 117468 members 
Entering Unmasked Estep 
Score: -18706288.000000 Penalty: 5856.555176
	Iteration 25Q: 3 clusters Score -1.870629e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 118738 members 
Entering Unmasked Estep 
Score: -18706496.000000 Penalty: 5856.555176
	Iteration 26Q: 3 clusters Score -1.87065e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 119890 members 
Entering Unmasked Estep 
Score: -18706656.000000 Penalty: 5856.555176
	Iteration 27Q: 3 clusters Score -1.870666e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 120939 members 
Entering Unmasked Estep 
Score: -18706892.000000 Penalty: 5856.555176
	Iteration 28Q: 3 clusters Score -1.870689e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 121964 members 
Entering Unmasked Estep 
Score: -18707088.000000 Penalty: 5856.555176
	Iteration 29Q: 3 clusters Score -1.870709e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 123005 members 
Entering Unmasked Estep 
Score: -18707266.000000 Penalty: 5856.555176
	Iteration 30Q: 3 clusters Score -1.870727e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 124017 members 
Entering Unmasked Estep 
Score: -18707504.000000 Penalty: 5856.555176
	Iteration 31Q: 3 clusters Score -1.87075e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 124959 members 
Entering Unmasked Estep 
Score: -18707728.000000 Penalty: 5856.555176
	Iteration 32Q: 3 clusters Score -1.870773e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 125839 members 
Entering Unmasked Estep 
Score: -18707872.000000 Penalty: 5856.555176
	Iteration 33Q: 3 clusters Score -1.870787e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 126577 members 
Entering Unmasked Estep 
Score: -18708064.000000 Penalty: 5856.555176
	Iteration 34Q: 3 clusters Score -1.870806e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 127249 members 
Entering Unmasked Estep 
Score: -18708166.000000 Penalty: 5856.555176
	Iteration 35Q: 3 clusters Score -1.870817e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 127862 members 
Entering Unmasked Estep 
Score: -18708406.000000 Penalty: 5856.555176
	Iteration 36Q: 3 clusters Score -1.870841e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 128417 members 
Entering Unmasked Estep 
Score: -18708454.000000 Penalty: 5856.555176
	Iteration 37Q: 3 clusters Score -1.870845e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 128911 members 
Entering Unmasked Estep 
Score: -18708542.000000 Penalty: 5856.555176
	Iteration 38Q: 3 clusters Score -1.870854e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 129348 members 
Entering Unmasked Estep 
Score: -18708670.000000 Penalty: 5856.555176
	Iteration 39Q: 3 clusters Score -1.870867e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 129769 members 
Entering Unmasked Estep 
Score: -18708724.000000 Penalty: 5856.555176
	Iteration 40F: 3 clusters Score -1.870872e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 130157 members 
Entering Unmasked Estep 
Score: -18708690.000000 Penalty: 5856.555176
	Iteration 41Q: 3 clusters Score -1.870869e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 130491 members 
Entering Unmasked Estep 
Score: -18708796.000000 Penalty: 5856.555176
	Iteration 42Q: 3 clusters Score -1.87088e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 130804 members 
Entering Unmasked Estep 
Score: -18708808.000000 Penalty: 5856.555176
	Iteration 43Q: 3 clusters Score -1.870881e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 131101 members 
Entering Unmasked Estep 
Score: -18708866.000000 Penalty: 5856.555176
	Iteration 44Q: 3 clusters Score -1.870887e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 131337 members 
Entering Unmasked Estep 
Score: -18708922.000000 Penalty: 5856.555176
	Iteration 45Q: 3 clusters Score -1.870892e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 131549 members 
Entering Unmasked Estep 
Score: -18709008.000000 Penalty: 5856.555176
	Iteration 46Q: 3 clusters Score -1.870901e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 131756 members 
Entering Unmasked Estep 
Score: -18709058.000000 Penalty: 5856.555176
	Iteration 47Q: 3 clusters Score -1.870906e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 131930 members 
Entering Unmasked Estep 
Score: -18709132.000000 Penalty: 5856.555176
	Iteration 48Q: 3 clusters Score -1.870913e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 132088 members 
Entering Unmasked Estep 
Score: -18709136.000000 Penalty: 5856.555176
	Iteration 49Q: 3 clusters Score -1.870914e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 132239 members 
Entering Unmasked Estep 
Score: -18709170.000000 Penalty: 5856.555176
	Iteration 50Q: 3 clusters Score -1.870917e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 132380 members 
Entering Unmasked Estep 
Score: -18709164.000000 Penalty: 5856.555176
	Iteration 51Q: 3 clusters Score -1.870916e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 132504 members 
Entering Unmasked Estep 
Score: -18709204.000000 Penalty: 5856.555176
	Iteration 52Q: 3 clusters Score -1.87092e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 132608 members 
Entering Unmasked Estep 
Score: -18709258.000000 Penalty: 5856.555176
	Iteration 53Q: 3 clusters Score -1.870926e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 132693 members 
Entering Unmasked Estep 
Score: -18709246.000000 Penalty: 5856.555176
	Iteration 54Q: 3 clusters Score -1.870925e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 132769 members 
Entering Unmasked Estep 
Score: -18709250.000000 Penalty: 5856.555176
	Iteration 55Q: 3 clusters Score -1.870925e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 132844 members 
Entering Unmasked Estep 
Score: -18709236.000000 Penalty: 5856.555176
	Iteration 56Q: 3 clusters Score -1.870924e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 132906 members 
Entering Unmasked Estep 
Score: -18709260.000000 Penalty: 5856.555176
	Iteration 57Q: 3 clusters Score -1.870926e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 132963 members 
Entering Unmasked Estep 
Score: -18709300.000000 Penalty: 5856.555176
	Iteration 58Q: 3 clusters Score -1.87093e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 133009 members 
Entering Unmasked Estep 
Score: -18709304.000000 Penalty: 5856.555176
	Iteration 59Q: 3 clusters Score -1.87093e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 133056 members 
Entering Unmasked Estep 
Score: -18709332.000000 Penalty: 5856.555176
	Iteration 60F: 3 clusters Score -1.870933e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 133091 members 
Entering Unmasked Estep 
Score: -18709344.000000 Penalty: 5856.555176
	Iteration 61Q: 3 clusters Score -1.870934e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 133123 members 
Entering Unmasked Estep 
Score: -18709358.000000 Penalty: 5856.555176
	Iteration 62Q: 3 clusters Score -1.870936e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 133147 members 
Entering Unmasked Estep 
Score: -18709368.000000 Penalty: 5856.555176
	Iteration 63Q: 3 clusters Score -1.870937e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 133179 members 
Entering Unmasked Estep 
Score: -18709366.000000 Penalty: 5856.555176
	Iteration 64Q: 3 clusters Score -1.870937e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 133203 members 
Entering Unmasked Estep 
Score: -18709374.000000 Penalty: 5856.555176
	Iteration 65Q: 3 clusters Score -1.870937e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 133224 members 
Entering Unmasked Estep 
Score: -18709390.000000 Penalty: 5856.555176
	Iteration 66Q: 3 clusters Score -1.870939e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 133237 members 
Entering Unmasked Estep 
Score: -18709404.000000 Penalty: 5856.555176
	Iteration 67Q: 3 clusters Score -1.87094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 133251 members 
Entering Unmasked Estep 
Score: -18709406.000000 Penalty: 5856.555176
	Iteration 68Q: 3 clusters Score -1.870941e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 133262 members 
Entering Unmasked Estep 
Score: -18709406.000000 Penalty: 5856.555176
	Iteration 69Q: 3 clusters Score -1.870941e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 133273 members 
Entering Unmasked Estep 
Score: -18709394.000000 Penalty: 5856.555176
	Iteration 70Q: 3 clusters Score -1.870939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 133281 members 
Entering Unmasked Estep 
Score: -18709404.000000 Penalty: 5856.555176
	Iteration 71Q: 3 clusters Score -1.87094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 133291 members 
Entering Unmasked Estep 
Score: -18709406.000000 Penalty: 5856.555176
	Iteration 72Q: 3 clusters Score -1.870941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 133299 members 
Entering Unmasked Estep 
Score: -18709422.000000 Penalty: 5856.555176
	Iteration 73Q: 3 clusters Score -1.870942e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 133310 members 
Entering Unmasked Estep 
Score: -18709426.000000 Penalty: 5856.555176
	Iteration 74Q: 3 clusters Score -1.870943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 133318 members 
Entering Unmasked Estep 
Score: -18709424.000000 Penalty: 5856.555176
	Iteration 75Q: 3 clusters Score -1.870942e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 133328 members 
Entering Unmasked Estep 
Score: -18709428.000000 Penalty: 5856.555176
	Iteration 76Q: 3 clusters Score -1.870943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 133334 members 
Entering Unmasked Estep 
Score: -18709434.000000 Penalty: 5856.555176
	Iteration 77Q: 3 clusters Score -1.870943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 133343 members 
Entering Unmasked Estep 
Score: -18709436.000000 Penalty: 5856.555176
	Iteration 78Q: 3 clusters Score -1.870944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 133353 members 
Entering Unmasked Estep 
Score: -18709442.000000 Penalty: 5856.555176
	Iteration 79Q: 3 clusters Score -1.870944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 133363 members 
Entering Unmasked Estep 
Score: -18709444.000000 Penalty: 5856.555176
	Iteration 80F: 3 clusters Score -1.870944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 133368 members 
Entering Unmasked Estep 
Score: -18709460.000000 Penalty: 5856.555176
	Iteration 81Q: 3 clusters Score -1.870946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 133372 members 
Entering Unmasked Estep 
Score: -18709490.000000 Penalty: 5856.555176
	Iteration 82Q: 3 clusters Score -1.870949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 133377 members 
Entering Unmasked Estep 
Score: -18709470.000000 Penalty: 5856.555176
	Iteration 83Q: 3 clusters Score -1.870947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 133380 members 
Entering Unmasked Estep 
Score: -18709480.000000 Penalty: 5856.555176
	Iteration 84Q: 3 clusters Score -1.870948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 133383 members 
Entering Unmasked Estep 
Score: -18709490.000000 Penalty: 5856.555176
	Iteration 85Q: 3 clusters Score -1.870949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 133385 members 
Entering Unmasked Estep 
Score: -18709496.000000 Penalty: 5856.555176
	Iteration 86Q: 3 clusters Score -1.87095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 133385 members 
Entering Unmasked Estep 
Score: -18709488.000000 Penalty: 5856.555176
	Iteration 87Q: 3 clusters Score -1.870949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 133386 members 
Entering Unmasked Estep 
Score: -18709492.000000 Penalty: 5856.555176
	Iteration 88Q: 3 clusters Score -1.870949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 133388 members 
Entering Unmasked Estep 
Score: -18709492.000000 Penalty: 5856.555176
	Iteration 89Q: 3 clusters Score -1.870949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 133388 members 
Entering Unmasked Estep 
Score: -18709492.000000 Penalty: 5856.555176
	Iteration 90F: 3 clusters Score -1.870949e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Entering Unmasked Estep 
Score: -777634.437500 Penalty: 2165.731445
	Iteration 0F: 2 clusters Score -777634.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -772453.937500 Penalty: 4331.462891
	Iteration 0F: 3 clusters Score -772453.9 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -773996.312500 Penalty: 4331.462891
	Iteration 1F: 3 clusters Score -773996.3 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -774448.625000 Penalty: 4331.462891
	Iteration 2F: 3 clusters Score -774448.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -774818.875000 Penalty: 4331.462891
	Iteration 3F: 3 clusters Score -774818.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -775176.437500 Penalty: 4331.462891
	Iteration 4F: 3 clusters Score -775176.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -775493.250000 Penalty: 4331.462891
	Iteration 5F: 3 clusters Score -775493.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -775776.125000 Penalty: 4331.462891
	Iteration 6F: 3 clusters Score -775776.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -776054.312500 Penalty: 4331.462891
	Iteration 7Q: 3 clusters Score -776054.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -776280.750000 Penalty: 4331.462891
	Iteration 8Q: 3 clusters Score -776280.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -776463.562500 Penalty: 4331.462891
	Iteration 9Q: 3 clusters Score -776463.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -776593.125000 Penalty: 4331.462891
	Iteration 10Q: 3 clusters Score -776593.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -776676.125000 Penalty: 4331.462891
	Iteration 11Q: 3 clusters Score -776676.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -776742.000000 Penalty: 4331.462891
	Iteration 12Q: 3 clusters Score -776742 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -776783.812500 Penalty: 4331.462891
	Iteration 13Q: 3 clusters Score -776783.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -776815.125000 Penalty: 4331.462891
	Iteration 14Q: 3 clusters Score -776815.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -776842.125000 Penalty: 4331.462891
	Iteration 15Q: 3 clusters Score -776842.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -776863.250000 Penalty: 4331.462891
	Iteration 16Q: 3 clusters Score -776863.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -776880.687500 Penalty: 4331.462891
	Iteration 17Q: 3 clusters Score -776880.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -776896.375000 Penalty: 4331.462891
	Iteration 18Q: 3 clusters Score -776896.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -776903.062500 Penalty: 4331.462891
	Iteration 19Q: 3 clusters Score -776903.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -776911.750000 Penalty: 4331.462891
	Iteration 20F: 3 clusters Score -776911.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -776918.875000 Penalty: 4331.462891
	Iteration 21Q: 3 clusters Score -776918.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -776926.250000 Penalty: 4331.462891
	Iteration 22Q: 3 clusters Score -776926.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -776933.125000 Penalty: 4331.462891
	Iteration 23Q: 3 clusters Score -776933.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -776937.562500 Penalty: 4331.462891
	Iteration 24Q: 3 clusters Score -776937.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -776942.062500 Penalty: 4331.462891
	Iteration 25Q: 3 clusters Score -776942.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -776945.375000 Penalty: 4331.462891
	Iteration 26Q: 3 clusters Score -776945.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -776947.750000 Penalty: 4331.462891
	Iteration 27Q: 3 clusters Score -776947.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -776952.687500 Penalty: 4331.462891
	Iteration 28Q: 3 clusters Score -776952.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -776957.062500 Penalty: 4331.462891
	Iteration 29Q: 3 clusters Score -776957.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -776958.687500 Penalty: 4331.462891
	Iteration 30Q: 3 clusters Score -776958.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -776960.625000 Penalty: 4331.462891
	Iteration 31Q: 3 clusters Score -776960.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -776959.812500 Penalty: 4331.462891
	Iteration 32Q: 3 clusters Score -776959.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -776959.812500 Penalty: 4331.462891
	Iteration 33F: 3 clusters Score -776959.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (158788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158788 members 
Entering Unmasked Estep 
Score: -22057410.000000 Penalty: 2969.880859
	Iteration 0F: 2 clusters Score -2.205741e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79614 members 
Mstep: Class 2 contains 79174 members 
Entering Unmasked Estep 
Score: -21955694.000000 Penalty: 5939.761719
	Iteration 0F: 3 clusters Score -2.195569e+07 nChanged 75921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81679 members 
Mstep: Class 2 contains 77109 members 
Entering Unmasked Estep 
Score: -21999530.000000 Penalty: 5939.761719
	Iteration 1F: 3 clusters Score -2.199953e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82856 members 
Mstep: Class 2 contains 75932 members 
Entering Unmasked Estep 
Score: -22000644.000000 Penalty: 5939.761719
	Iteration 2Q: 3 clusters Score -2.200064e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84620 members 
Mstep: Class 2 contains 74168 members 
Entering Unmasked Estep 
Score: -22002234.000000 Penalty: 5939.761719
	Iteration 3Q: 3 clusters Score -2.200223e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86995 members 
Mstep: Class 2 contains 71793 members 
Entering Unmasked Estep 
Score: -22004438.000000 Penalty: 5939.761719
	Iteration 4Q: 3 clusters Score -2.200444e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90090 members 
Mstep: Class 2 contains 68698 members 
Entering Unmasked Estep 
Score: -22007672.000000 Penalty: 5939.761719
	Iteration 5Q: 3 clusters Score -2.200767e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94078 members 
Mstep: Class 2 contains 64710 members 
Entering Unmasked Estep 
Score: -22011926.000000 Penalty: 5939.761719
	Iteration 6Q: 3 clusters Score -2.201193e+07 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99005 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
Score: -22017366.000000 Penalty: 5939.761719
	Iteration 7F: 3 clusters Score -2.201737e+07 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104503 members 
Mstep: Class 2 contains 54285 members 
Entering Unmasked Estep 
Score: -22023202.000000 Penalty: 5939.761719
	Iteration 8F: 3 clusters Score -2.20232e+07 nChanged 8823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109968 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -22028406.000000 Penalty: 5939.761719
	Iteration 9F: 3 clusters Score -2.202841e+07 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114850 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -22032474.000000 Penalty: 5939.761719
	Iteration 10Q: 3 clusters Score -2.203247e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119210 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -22035672.000000 Penalty: 5939.761719
	Iteration 11Q: 3 clusters Score -2.203567e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122894 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -22037894.000000 Penalty: 5939.761719
	Iteration 12Q: 3 clusters Score -2.203789e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125980 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -22039724.000000 Penalty: 5939.761719
	Iteration 13Q: 3 clusters Score -2.203972e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128693 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -22041070.000000 Penalty: 5939.761719
	Iteration 14Q: 3 clusters Score -2.204107e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131197 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -22042126.000000 Penalty: 5939.761719
	Iteration 15Q: 3 clusters Score -2.204213e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133438 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -22042932.000000 Penalty: 5939.761719
	Iteration 16Q: 3 clusters Score -2.204293e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135552 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -22043662.000000 Penalty: 5939.761719
	Iteration 17Q: 3 clusters Score -2.204366e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137580 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -22044412.000000 Penalty: 5939.761719
	Iteration 18Q: 3 clusters Score -2.204441e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139488 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -22045236.000000 Penalty: 5939.761719
	Iteration 19Q: 3 clusters Score -2.204524e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141321 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -22046164.000000 Penalty: 5939.761719
	Iteration 20F: 3 clusters Score -2.204616e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143066 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -22047024.000000 Penalty: 5939.761719
	Iteration 21Q: 3 clusters Score -2.204702e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144696 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -22047870.000000 Penalty: 5939.761719
	Iteration 22Q: 3 clusters Score -2.204787e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146250 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -22048626.000000 Penalty: 5939.761719
	Iteration 23Q: 3 clusters Score -2.204863e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147614 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -22049382.000000 Penalty: 5939.761719
	Iteration 24Q: 3 clusters Score -2.204938e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148924 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -22049998.000000 Penalty: 5939.761719
	Iteration 25Q: 3 clusters Score -2.205e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150106 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -22050662.000000 Penalty: 5939.761719
	Iteration 26Q: 3 clusters Score -2.205066e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151153 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -22051258.000000 Penalty: 5939.761719
	Iteration 27Q: 3 clusters Score -2.205126e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152096 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -22051796.000000 Penalty: 5939.761719
	Iteration 28Q: 3 clusters Score -2.20518e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152905 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -22052260.000000 Penalty: 5939.761719
	Iteration 29Q: 3 clusters Score -2.205226e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153617 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -22052610.000000 Penalty: 5939.761719
	Iteration 30Q: 3 clusters Score -2.205261e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154220 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -22052978.000000 Penalty: 5939.761719
	Iteration 31Q: 3 clusters Score -2.205298e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154763 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -22053358.000000 Penalty: 5939.761719
	Iteration 32Q: 3 clusters Score -2.205336e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155169 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -22053548.000000 Penalty: 5939.761719
	Iteration 33Q: 3 clusters Score -2.205355e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155467 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -22053634.000000 Penalty: 5939.761719
	Iteration 34Q: 3 clusters Score -2.205363e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155720 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -22053772.000000 Penalty: 5939.761719
	Iteration 35Q: 3 clusters Score -2.205377e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155933 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -22053896.000000 Penalty: 5939.761719
	Iteration 36Q: 3 clusters Score -2.20539e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156123 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -22054012.000000 Penalty: 5939.761719
	Iteration 37Q: 3 clusters Score -2.205401e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156268 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -22054072.000000 Penalty: 5939.761719
	Iteration 38Q: 3 clusters Score -2.205407e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156383 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -22054136.000000 Penalty: 5939.761719
	Iteration 39Q: 3 clusters Score -2.205414e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156474 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -22054208.000000 Penalty: 5939.761719
	Iteration 40F: 3 clusters Score -2.205421e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156552 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -22054248.000000 Penalty: 5939.761719
	Iteration 41Q: 3 clusters Score -2.205425e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156628 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -22054286.000000 Penalty: 5939.761719
	Iteration 42Q: 3 clusters Score -2.205429e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156692 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -22054290.000000 Penalty: 5939.761719
	Iteration 43Q: 3 clusters Score -2.205429e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156752 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -22054354.000000 Penalty: 5939.761719
	Iteration 44Q: 3 clusters Score -2.205435e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156802 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -22054386.000000 Penalty: 5939.761719
	Iteration 45Q: 3 clusters Score -2.205439e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156855 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -22054408.000000 Penalty: 5939.761719
	Iteration 46Q: 3 clusters Score -2.205441e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156893 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -22054444.000000 Penalty: 5939.761719
	Iteration 47Q: 3 clusters Score -2.205444e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156933 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -22054482.000000 Penalty: 5939.761719
	Iteration 48Q: 3 clusters Score -2.205448e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156977 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -22054484.000000 Penalty: 5939.761719
	Iteration 49Q: 3 clusters Score -2.205448e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157014 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -22054514.000000 Penalty: 5939.761719
	Iteration 50Q: 3 clusters Score -2.205451e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157038 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -22054524.000000 Penalty: 5939.761719
	Iteration 51Q: 3 clusters Score -2.205452e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157058 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -22054530.000000 Penalty: 5939.761719
	Iteration 52Q: 3 clusters Score -2.205453e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157084 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -22054528.000000 Penalty: 5939.761719
	Iteration 53Q: 3 clusters Score -2.205453e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157110 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -22054540.000000 Penalty: 5939.761719
	Iteration 54Q: 3 clusters Score -2.205454e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157122 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -22054540.000000 Penalty: 5939.761719
	Iteration 55Q: 3 clusters Score -2.205454e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157141 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -22054580.000000 Penalty: 5939.761719
	Iteration 56Q: 3 clusters Score -2.205458e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157163 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -22054570.000000 Penalty: 5939.761719
	Iteration 57Q: 3 clusters Score -2.205457e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157171 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -22054564.000000 Penalty: 5939.761719
	Iteration 58Q: 3 clusters Score -2.205456e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157183 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -22054580.000000 Penalty: 5939.761719
	Iteration 59Q: 3 clusters Score -2.205458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157194 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -22054590.000000 Penalty: 5939.761719
	Iteration 60F: 3 clusters Score -2.205459e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157202 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -22054600.000000 Penalty: 5939.761719
	Iteration 61Q: 3 clusters Score -2.20546e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157212 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -22054602.000000 Penalty: 5939.761719
	Iteration 62Q: 3 clusters Score -2.20546e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157229 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -22054606.000000 Penalty: 5939.761719
	Iteration 63Q: 3 clusters Score -2.205461e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157242 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -22054630.000000 Penalty: 5939.761719
	Iteration 64Q: 3 clusters Score -2.205463e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157252 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -22054606.000000 Penalty: 5939.761719
	Iteration 65Q: 3 clusters Score -2.205461e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157262 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -22054600.000000 Penalty: 5939.761719
	Iteration 66Q: 3 clusters Score -2.20546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157269 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -22054616.000000 Penalty: 5939.761719
	Iteration 67Q: 3 clusters Score -2.205462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157274 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -22054606.000000 Penalty: 5939.761719
	Iteration 68Q: 3 clusters Score -2.205461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157282 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -22054612.000000 Penalty: 5939.761719
	Iteration 69Q: 3 clusters Score -2.205461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157288 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -22054614.000000 Penalty: 5939.761719
	Iteration 70Q: 3 clusters Score -2.205461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157294 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -22054622.000000 Penalty: 5939.761719
	Iteration 71Q: 3 clusters Score -2.205462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157300 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -22054628.000000 Penalty: 5939.761719
	Iteration 72Q: 3 clusters Score -2.205463e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157300 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -22054656.000000 Penalty: 5939.761719
	Iteration 73Q: 3 clusters Score -2.205466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157304 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -22054650.000000 Penalty: 5939.761719
	Iteration 74Q: 3 clusters Score -2.205465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157304 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -22054650.000000 Penalty: 5939.761719
	Iteration 75F: 3 clusters Score -2.205465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (146223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146223 members 
Entering Unmasked Estep 
Score: -20271628.000000 Penalty: 2949.436279
	Iteration 0F: 2 clusters Score -2.027163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73152 members 
Mstep: Class 2 contains 73071 members 
Entering Unmasked Estep 
Score: -20177510.000000 Penalty: 5898.872559
	Iteration 0F: 3 clusters Score -2.017751e+07 nChanged 69817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72923 members 
Mstep: Class 2 contains 73300 members 
Entering Unmasked Estep 
Score: -20218336.000000 Penalty: 5898.872559
	Iteration 1F: 3 clusters Score -2.021834e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72504 members 
Mstep: Class 2 contains 73719 members 
Entering Unmasked Estep 
Score: -20219280.000000 Penalty: 5898.872559
	Iteration 2Q: 3 clusters Score -2.021928e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71770 members 
Mstep: Class 2 contains 74453 members 
Entering Unmasked Estep 
Score: -20220602.000000 Penalty: 5898.872559
	Iteration 3Q: 3 clusters Score -2.02206e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70644 members 
Mstep: Class 2 contains 75579 members 
Entering Unmasked Estep 
Score: -20222438.000000 Penalty: 5898.872559
	Iteration 4Q: 3 clusters Score -2.022244e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68988 members 
Mstep: Class 2 contains 77235 members 
Entering Unmasked Estep 
Score: -20225216.000000 Penalty: 5898.872559
	Iteration 5Q: 3 clusters Score -2.022522e+07 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66684 members 
Mstep: Class 2 contains 79539 members 
Entering Unmasked Estep 
Score: -20228938.000000 Penalty: 5898.872559
	Iteration 6F: 3 clusters Score -2.022894e+07 nChanged 8502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 82377 members 
Entering Unmasked Estep 
Score: -20233660.000000 Penalty: 5898.872559
	Iteration 7F: 3 clusters Score -2.023366e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 85565 members 
Entering Unmasked Estep 
Score: -20238460.000000 Penalty: 5898.872559
	Iteration 8F: 3 clusters Score -2.023846e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57445 members 
Mstep: Class 2 contains 88778 members 
Entering Unmasked Estep 
Score: -20243552.000000 Penalty: 5898.872559
	Iteration 9F: 3 clusters Score -2.024355e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54452 members 
Mstep: Class 2 contains 91771 members 
Entering Unmasked Estep 
Score: -20248248.000000 Penalty: 5898.872559
	Iteration 10F: 3 clusters Score -2.024825e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51828 members 
Mstep: Class 2 contains 94395 members 
Entering Unmasked Estep 
Score: -20252138.000000 Penalty: 5898.872559
	Iteration 11Q: 3 clusters Score -2.025214e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 96770 members 
Entering Unmasked Estep 
Score: -20254918.000000 Penalty: 5898.872559
	Iteration 12Q: 3 clusters Score -2.025492e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 99027 members 
Entering Unmasked Estep 
Score: -20256420.000000 Penalty: 5898.872559
	Iteration 13Q: 3 clusters Score -2.025642e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 101265 members 
Entering Unmasked Estep 
Score: -20257392.000000 Penalty: 5898.872559
	Iteration 14Q: 3 clusters Score -2.025739e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 103613 members 
Entering Unmasked Estep 
Score: -20258214.000000 Penalty: 5898.872559
	Iteration 15Q: 3 clusters Score -2.025821e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 106013 members 
Entering Unmasked Estep 
Score: -20259052.000000 Penalty: 5898.872559
	Iteration 16Q: 3 clusters Score -2.025905e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 108412 members 
Entering Unmasked Estep 
Score: -20259766.000000 Penalty: 5898.872559
	Iteration 17Q: 3 clusters Score -2.025977e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 110833 members 
Entering Unmasked Estep 
Score: -20260434.000000 Penalty: 5898.872559
	Iteration 18Q: 3 clusters Score -2.026043e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 113387 members 
Entering Unmasked Estep 
Score: -20261310.000000 Penalty: 5898.872559
	Iteration 19Q: 3 clusters Score -2.026131e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 115875 members 
Entering Unmasked Estep 
Score: -20262170.000000 Penalty: 5898.872559
	Iteration 20F: 3 clusters Score -2.026217e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 118330 members 
Entering Unmasked Estep 
Score: -20262862.000000 Penalty: 5898.872559
	Iteration 21Q: 3 clusters Score -2.026286e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 120793 members 
Entering Unmasked Estep 
Score: -20263372.000000 Penalty: 5898.872559
	Iteration 22Q: 3 clusters Score -2.026337e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 123204 members 
Entering Unmasked Estep 
Score: -20264032.000000 Penalty: 5898.872559
	Iteration 23Q: 3 clusters Score -2.026403e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 125446 members 
Entering Unmasked Estep 
Score: -20264738.000000 Penalty: 5898.872559
	Iteration 24Q: 3 clusters Score -2.026474e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 127543 members 
Entering Unmasked Estep 
Score: -20265322.000000 Penalty: 5898.872559
	Iteration 25Q: 3 clusters Score -2.026532e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 129522 members 
Entering Unmasked Estep 
Score: -20265760.000000 Penalty: 5898.872559
	Iteration 26Q: 3 clusters Score -2.026576e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 131342 members 
Entering Unmasked Estep 
Score: -20266308.000000 Penalty: 5898.872559
	Iteration 27Q: 3 clusters Score -2.026631e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 132971 members 
Entering Unmasked Estep 
Score: -20266838.000000 Penalty: 5898.872559
	Iteration 28Q: 3 clusters Score -2.026684e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 134365 members 
Entering Unmasked Estep 
Score: -20267152.000000 Penalty: 5898.872559
	Iteration 29Q: 3 clusters Score -2.026715e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 135637 members 
Entering Unmasked Estep 
Score: -20267468.000000 Penalty: 5898.872559
	Iteration 30Q: 3 clusters Score -2.026747e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 136697 members 
Entering Unmasked Estep 
Score: -20267634.000000 Penalty: 5898.872559
	Iteration 31Q: 3 clusters Score -2.026763e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 137656 members 
Entering Unmasked Estep 
Score: -20267816.000000 Penalty: 5898.872559
	Iteration 32Q: 3 clusters Score -2.026782e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 138484 members 
Entering Unmasked Estep 
Score: -20268062.000000 Penalty: 5898.872559
	Iteration 33Q: 3 clusters Score -2.026806e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 139215 members 
Entering Unmasked Estep 
Score: -20268244.000000 Penalty: 5898.872559
	Iteration 34Q: 3 clusters Score -2.026824e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 139850 members 
Entering Unmasked Estep 
Score: -20268418.000000 Penalty: 5898.872559
	Iteration 35Q: 3 clusters Score -2.026842e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 140386 members 
Entering Unmasked Estep 
Score: -20268650.000000 Penalty: 5898.872559
	Iteration 36Q: 3 clusters Score -2.026865e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 140833 members 
Entering Unmasked Estep 
Score: -20268670.000000 Penalty: 5898.872559
	Iteration 37Q: 3 clusters Score -2.026867e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 141203 members 
Entering Unmasked Estep 
Score: -20268718.000000 Penalty: 5898.872559
	Iteration 38Q: 3 clusters Score -2.026872e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 141539 members 
Entering Unmasked Estep 
Score: -20268828.000000 Penalty: 5898.872559
	Iteration 39Q: 3 clusters Score -2.026883e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 141846 members 
Entering Unmasked Estep 
Score: -20268962.000000 Penalty: 5898.872559
	Iteration 40F: 3 clusters Score -2.026896e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 142139 members 
Entering Unmasked Estep 
Score: -20269010.000000 Penalty: 5898.872559
	Iteration 41Q: 3 clusters Score -2.026901e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 142386 members 
Entering Unmasked Estep 
Score: -20269086.000000 Penalty: 5898.872559
	Iteration 42Q: 3 clusters Score -2.026909e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 142626 members 
Entering Unmasked Estep 
Score: -20269126.000000 Penalty: 5898.872559
	Iteration 43Q: 3 clusters Score -2.026913e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 142840 members 
Entering Unmasked Estep 
Score: -20269178.000000 Penalty: 5898.872559
	Iteration 44Q: 3 clusters Score -2.026918e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 143045 members 
Entering Unmasked Estep 
Score: -20269224.000000 Penalty: 5898.872559
	Iteration 45Q: 3 clusters Score -2.026922e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 143232 members 
Entering Unmasked Estep 
Score: -20269266.000000 Penalty: 5898.872559
	Iteration 46Q: 3 clusters Score -2.026927e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 143383 members 
Entering Unmasked Estep 
Score: -20269280.000000 Penalty: 5898.872559
	Iteration 47Q: 3 clusters Score -2.026928e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 143528 members 
Entering Unmasked Estep 
Score: -20269340.000000 Penalty: 5898.872559
	Iteration 48Q: 3 clusters Score -2.026934e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 143642 members 
Entering Unmasked Estep 
Score: -20269330.000000 Penalty: 5898.872559
	Iteration 49Q: 3 clusters Score -2.026933e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 143751 members 
Entering Unmasked Estep 
Score: -20269366.000000 Penalty: 5898.872559
	Iteration 50Q: 3 clusters Score -2.026937e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 143852 members 
Entering Unmasked Estep 
Score: -20269420.000000 Penalty: 5898.872559
	Iteration 51Q: 3 clusters Score -2.026942e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 143939 members 
Entering Unmasked Estep 
Score: -20269428.000000 Penalty: 5898.872559
	Iteration 52Q: 3 clusters Score -2.026943e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 144015 members 
Entering Unmasked Estep 
Score: -20269452.000000 Penalty: 5898.872559
	Iteration 53Q: 3 clusters Score -2.026945e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 144078 members 
Entering Unmasked Estep 
Score: -20269440.000000 Penalty: 5898.872559
	Iteration 54Q: 3 clusters Score -2.026944e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 144127 members 
Entering Unmasked Estep 
Score: -20269394.000000 Penalty: 5898.872559
	Iteration 55Q: 3 clusters Score -2.026939e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 144176 members 
Entering Unmasked Estep 
Score: -20269388.000000 Penalty: 5898.872559
	Iteration 56Q: 3 clusters Score -2.026939e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 144221 members 
Entering Unmasked Estep 
Score: -20269390.000000 Penalty: 5898.872559
	Iteration 57Q: 3 clusters Score -2.026939e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 144261 members 
Entering Unmasked Estep 
Score: -20269400.000000 Penalty: 5898.872559
	Iteration 58Q: 3 clusters Score -2.02694e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 144312 members 
Entering Unmasked Estep 
Score: -20269436.000000 Penalty: 5898.872559
	Iteration 59Q: 3 clusters Score -2.026944e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 144365 members 
Entering Unmasked Estep 
Score: -20269470.000000 Penalty: 5898.872559
	Iteration 60F: 3 clusters Score -2.026947e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 144413 members 
Entering Unmasked Estep 
Score: -20269466.000000 Penalty: 5898.872559
	Iteration 61Q: 3 clusters Score -2.026947e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 144463 members 
Entering Unmasked Estep 
Score: -20269444.000000 Penalty: 5898.872559
	Iteration 62Q: 3 clusters Score -2.026944e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 144499 members 
Entering Unmasked Estep 
Score: -20269462.000000 Penalty: 5898.872559
	Iteration 63Q: 3 clusters Score -2.026946e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 144530 members 
Entering Unmasked Estep 
Score: -20269454.000000 Penalty: 5898.872559
	Iteration 64Q: 3 clusters Score -2.026945e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 144564 members 
Entering Unmasked Estep 
Score: -20269438.000000 Penalty: 5898.872559
	Iteration 65Q: 3 clusters Score -2.026944e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 144590 members 
Entering Unmasked Estep 
Score: -20269456.000000 Penalty: 5898.872559
	Iteration 66Q: 3 clusters Score -2.026946e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 144608 members 
Entering Unmasked Estep 
Score: -20269438.000000 Penalty: 5898.872559
	Iteration 67Q: 3 clusters Score -2.026944e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 144617 members 
Entering Unmasked Estep 
Score: -20269422.000000 Penalty: 5898.872559
	Iteration 68Q: 3 clusters Score -2.026942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 144624 members 
Entering Unmasked Estep 
Score: -20269424.000000 Penalty: 5898.872559
	Iteration 69Q: 3 clusters Score -2.026942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 144632 members 
Entering Unmasked Estep 
Score: -20269428.000000 Penalty: 5898.872559
	Iteration 70Q: 3 clusters Score -2.026943e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 144644 members 
Entering Unmasked Estep 
Score: -20269426.000000 Penalty: 5898.872559
	Iteration 71Q: 3 clusters Score -2.026943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 144651 members 
Entering Unmasked Estep 
Score: -20269434.000000 Penalty: 5898.872559
	Iteration 72Q: 3 clusters Score -2.026943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 144662 members 
Entering Unmasked Estep 
Score: -20269412.000000 Penalty: 5898.872559
	Iteration 73Q: 3 clusters Score -2.026941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 144672 members 
Entering Unmasked Estep 
Score: -20269430.000000 Penalty: 5898.872559
	Iteration 74Q: 3 clusters Score -2.026943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 144673 members 
Entering Unmasked Estep 
Score: -20269432.000000 Penalty: 5898.872559
	Iteration 75Q: 3 clusters Score -2.026943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 144675 members 
Entering Unmasked Estep 
Score: -20269428.000000 Penalty: 5898.872559
	Iteration 76Q: 3 clusters Score -2.026943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 144676 members 
Entering Unmasked Estep 
Score: -20269422.000000 Penalty: 5898.872559
	Iteration 77Q: 3 clusters Score -2.026942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 144676 members 
Entering Unmasked Estep 
Score: -20269418.000000 Penalty: 5898.872559
	Iteration 78Q: 3 clusters Score -2.026942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 144677 members 
Entering Unmasked Estep 
Score: -20269416.000000 Penalty: 5898.872559
	Iteration 79Q: 3 clusters Score -2.026942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 144679 members 
Entering Unmasked Estep 
Score: -20269436.000000 Penalty: 5898.872559
	Iteration 80F: 3 clusters Score -2.026944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 144680 members 
Entering Unmasked Estep 
Score: -20269426.000000 Penalty: 5898.872559
	Iteration 81Q: 3 clusters Score -2.026943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 144682 members 
Entering Unmasked Estep 
Score: -20269436.000000 Penalty: 5898.872559
	Iteration 82Q: 3 clusters Score -2.026944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 144682 members 
Entering Unmasked Estep 
Score: -20269448.000000 Penalty: 5898.872559
	Iteration 83Q: 3 clusters Score -2.026945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 144683 members 
Entering Unmasked Estep 
Score: -20269438.000000 Penalty: 5898.872559
	Iteration 84Q: 3 clusters Score -2.026944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 144684 members 
Entering Unmasked Estep 
Score: -20269444.000000 Penalty: 5898.872559
	Iteration 85Q: 3 clusters Score -2.026944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 144684 members 
Entering Unmasked Estep 
Score: -20269444.000000 Penalty: 5898.872559
	Iteration 86F: 3 clusters Score -2.026944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Entering Unmasked Estep 
Score: -6724430.000000 Penalty: 2674.171143
	Iteration 0F: 2 clusters Score -6724430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -6691808.500000 Penalty: 5348.342285
	Iteration 0F: 3 clusters Score -6691808 nChanged 22278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -6704133.500000 Penalty: 5348.342285
	Iteration 1F: 3 clusters Score -6704134 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -6704681.500000 Penalty: 5348.342285
	Iteration 2Q: 3 clusters Score -6704682 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -6705153.500000 Penalty: 5348.342285
	Iteration 3Q: 3 clusters Score -6705154 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -6705679.500000 Penalty: 5348.342285
	Iteration 4Q: 3 clusters Score -6705680 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -6706214.500000 Penalty: 5348.342285
	Iteration 5Q: 3 clusters Score -6706214 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -6706891.500000 Penalty: 5348.342285
	Iteration 6Q: 3 clusters Score -6706892 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -6707696.500000 Penalty: 5348.342285
	Iteration 7Q: 3 clusters Score -6707696 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -6708816.500000 Penalty: 5348.342285
	Iteration 8Q: 3 clusters Score -6708816 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -6710211.500000 Penalty: 5348.342285
	Iteration 9F: 3 clusters Score -6710212 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -6712003.000000 Penalty: 5348.342285
	Iteration 10F: 3 clusters Score -6712003 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -6714078.000000 Penalty: 5348.342285
	Iteration 11F: 3 clusters Score -6714078 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -6715966.500000 Penalty: 5348.342285
	Iteration 12F: 3 clusters Score -6715966 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -6717306.500000 Penalty: 5348.342285
	Iteration 13Q: 3 clusters Score -6717306 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -6717950.500000 Penalty: 5348.342285
	Iteration 14Q: 3 clusters Score -6717950 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -6718293.000000 Penalty: 5348.342285
	Iteration 15Q: 3 clusters Score -6718293 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -6718535.500000 Penalty: 5348.342285
	Iteration 16Q: 3 clusters Score -6718536 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -6718689.500000 Penalty: 5348.342285
	Iteration 17Q: 3 clusters Score -6718690 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -6718813.000000 Penalty: 5348.342285
	Iteration 18Q: 3 clusters Score -6718813 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -6718922.000000 Penalty: 5348.342285
	Iteration 19Q: 3 clusters Score -6718922 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -6719033.500000 Penalty: 5348.342285
	Iteration 20F: 3 clusters Score -6719034 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -6719132.000000 Penalty: 5348.342285
	Iteration 21Q: 3 clusters Score -6719132 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -6719198.500000 Penalty: 5348.342285
	Iteration 22Q: 3 clusters Score -6719198 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -6719242.500000 Penalty: 5348.342285
	Iteration 23Q: 3 clusters Score -6719242 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -6719339.500000 Penalty: 5348.342285
	Iteration 24Q: 3 clusters Score -6719340 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -6719364.000000 Penalty: 5348.342285
	Iteration 25Q: 3 clusters Score -6719364 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -6719457.500000 Penalty: 5348.342285
	Iteration 26Q: 3 clusters Score -6719458 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -6719507.500000 Penalty: 5348.342285
	Iteration 27Q: 3 clusters Score -6719508 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -6719572.000000 Penalty: 5348.342285
	Iteration 28Q: 3 clusters Score -6719572 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -6719634.000000 Penalty: 5348.342285
	Iteration 29Q: 3 clusters Score -6719634 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -6719699.000000 Penalty: 5348.342285
	Iteration 30Q: 3 clusters Score -6719699 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -6719775.500000 Penalty: 5348.342285
	Iteration 31Q: 3 clusters Score -6719776 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -6719855.500000 Penalty: 5348.342285
	Iteration 32Q: 3 clusters Score -6719856 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -6719965.500000 Penalty: 5348.342285
	Iteration 33Q: 3 clusters Score -6719966 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -6719985.500000 Penalty: 5348.342285
	Iteration 34Q: 3 clusters Score -6719986 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -6720060.000000 Penalty: 5348.342285
	Iteration 35Q: 3 clusters Score -6720060 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -6720103.000000 Penalty: 5348.342285
	Iteration 36Q: 3 clusters Score -6720103 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -6720161.000000 Penalty: 5348.342285
	Iteration 37Q: 3 clusters Score -6720161 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -6720228.500000 Penalty: 5348.342285
	Iteration 38Q: 3 clusters Score -6720228 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -6720277.000000 Penalty: 5348.342285
	Iteration 39Q: 3 clusters Score -6720277 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -6720357.000000 Penalty: 5348.342285
	Iteration 40F: 3 clusters Score -6720357 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -6720445.000000 Penalty: 5348.342285
	Iteration 41Q: 3 clusters Score -6720445 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -6720545.000000 Penalty: 5348.342285
	Iteration 42Q: 3 clusters Score -6720545 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -6720636.000000 Penalty: 5348.342285
	Iteration 43Q: 3 clusters Score -6720636 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -6720756.500000 Penalty: 5348.342285
	Iteration 44Q: 3 clusters Score -6720756 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -6720816.000000 Penalty: 5348.342285
	Iteration 45Q: 3 clusters Score -6720816 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -6720875.500000 Penalty: 5348.342285
	Iteration 46Q: 3 clusters Score -6720876 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -6720964.500000 Penalty: 5348.342285
	Iteration 47Q: 3 clusters Score -6720964 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -6721023.000000 Penalty: 5348.342285
	Iteration 48Q: 3 clusters Score -6721023 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -6721092.000000 Penalty: 5348.342285
	Iteration 49Q: 3 clusters Score -6721092 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -6721181.500000 Penalty: 5348.342285
	Iteration 50Q: 3 clusters Score -6721182 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -6721280.000000 Penalty: 5348.342285
	Iteration 51Q: 3 clusters Score -6721280 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -6721309.000000 Penalty: 5348.342285
	Iteration 52Q: 3 clusters Score -6721309 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -6721333.500000 Penalty: 5348.342285
	Iteration 53Q: 3 clusters Score -6721334 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -6721380.000000 Penalty: 5348.342285
	Iteration 54Q: 3 clusters Score -6721380 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -6721405.000000 Penalty: 5348.342285
	Iteration 55Q: 3 clusters Score -6721405 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -6721429.000000 Penalty: 5348.342285
	Iteration 56Q: 3 clusters Score -6721429 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -6721444.000000 Penalty: 5348.342285
	Iteration 57Q: 3 clusters Score -6721444 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -6721470.500000 Penalty: 5348.342285
	Iteration 58Q: 3 clusters Score -6721470 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -6721477.500000 Penalty: 5348.342285
	Iteration 59Q: 3 clusters Score -6721478 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -6721491.500000 Penalty: 5348.342285
	Iteration 60F: 3 clusters Score -6721492 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -6721514.500000 Penalty: 5348.342285
	Iteration 61Q: 3 clusters Score -6721514 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -6721538.000000 Penalty: 5348.342285
	Iteration 62Q: 3 clusters Score -6721538 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -6721572.500000 Penalty: 5348.342285
	Iteration 63Q: 3 clusters Score -6721572 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -6721599.500000 Penalty: 5348.342285
	Iteration 64Q: 3 clusters Score -6721600 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -6721605.000000 Penalty: 5348.342285
	Iteration 65Q: 3 clusters Score -6721605 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -6721616.500000 Penalty: 5348.342285
	Iteration 66Q: 3 clusters Score -6721616 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -6721655.500000 Penalty: 5348.342285
	Iteration 67Q: 3 clusters Score -6721656 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -6721680.000000 Penalty: 5348.342285
	Iteration 68Q: 3 clusters Score -6721680 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -6721699.500000 Penalty: 5348.342285
	Iteration 69Q: 3 clusters Score -6721700 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -6721717.500000 Penalty: 5348.342285
	Iteration 70Q: 3 clusters Score -6721718 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -6721742.000000 Penalty: 5348.342285
	Iteration 71Q: 3 clusters Score -6721742 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -6721760.000000 Penalty: 5348.342285
	Iteration 72Q: 3 clusters Score -6721760 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -6721757.500000 Penalty: 5348.342285
	Iteration 73Q: 3 clusters Score -6721758 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 45505 members 
Entering Unmasked Estep 
Score: -6721782.500000 Penalty: 5348.342285
	Iteration 74Q: 3 clusters Score -6721782 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -6721803.000000 Penalty: 5348.342285
	Iteration 75Q: 3 clusters Score -6721803 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -6721818.500000 Penalty: 5348.342285
	Iteration 76Q: 3 clusters Score -6721818 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -6721848.500000 Penalty: 5348.342285
	Iteration 77Q: 3 clusters Score -6721848 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -6721867.000000 Penalty: 5348.342285
	Iteration 78Q: 3 clusters Score -6721867 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -6721884.000000 Penalty: 5348.342285
	Iteration 79Q: 3 clusters Score -6721884 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -6721912.500000 Penalty: 5348.342285
	Iteration 80F: 3 clusters Score -6721912 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -6721926.000000 Penalty: 5348.342285
	Iteration 81Q: 3 clusters Score -6721926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -6721937.500000 Penalty: 5348.342285
	Iteration 82Q: 3 clusters Score -6721938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -6721938.500000 Penalty: 5348.342285
	Iteration 83Q: 3 clusters Score -6721938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -6721949.500000 Penalty: 5348.342285
	Iteration 84Q: 3 clusters Score -6721950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -6721951.500000 Penalty: 5348.342285
	Iteration 85Q: 3 clusters Score -6721952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -6721968.000000 Penalty: 5348.342285
	Iteration 86Q: 3 clusters Score -6721968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -6721965.000000 Penalty: 5348.342285
	Iteration 87Q: 3 clusters Score -6721965 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -6721974.000000 Penalty: 5348.342285
	Iteration 88Q: 3 clusters Score -6721974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -6721973.000000 Penalty: 5348.342285
	Iteration 89Q: 3 clusters Score -6721973 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -6721983.500000 Penalty: 5348.342285
	Iteration 90Q: 3 clusters Score -6721984 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -6722003.000000 Penalty: 5348.342285
	Iteration 91Q: 3 clusters Score -6722003 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -6722012.500000 Penalty: 5348.342285
	Iteration 92Q: 3 clusters Score -6722012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 46357 members 
Entering Unmasked Estep 
Score: -6722031.000000 Penalty: 5348.342285
	Iteration 93Q: 3 clusters Score -6722031 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -6722038.500000 Penalty: 5348.342285
	Iteration 94Q: 3 clusters Score -6722038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -6722050.000000 Penalty: 5348.342285
	Iteration 95Q: 3 clusters Score -6722050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -6722062.000000 Penalty: 5348.342285
	Iteration 96Q: 3 clusters Score -6722062 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -6722071.500000 Penalty: 5348.342285
	Iteration 97Q: 3 clusters Score -6722072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
Score: -6722088.500000 Penalty: 5348.342285
	Iteration 98Q: 3 clusters Score -6722088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -6722096.500000 Penalty: 5348.342285
	Iteration 99Q: 3 clusters Score -6722096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -6722101.000000 Penalty: 5348.342285
	Iteration 100F: 3 clusters Score -6722101 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -6722119.000000 Penalty: 5348.342285
	Iteration 101Q: 3 clusters Score -6722119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -6722114.500000 Penalty: 5348.342285
	Iteration 102Q: 3 clusters Score -6722114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -6722117.000000 Penalty: 5348.342285
	Iteration 103Q: 3 clusters Score -6722117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -6722112.500000 Penalty: 5348.342285
	Iteration 104Q: 3 clusters Score -6722112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -6722120.500000 Penalty: 5348.342285
	Iteration 105Q: 3 clusters Score -6722120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -6722117.500000 Penalty: 5348.342285
	Iteration 106Q: 3 clusters Score -6722118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -6722122.500000 Penalty: 5348.342285
	Iteration 107Q: 3 clusters Score -6722122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -6722124.000000 Penalty: 5348.342285
	Iteration 108Q: 3 clusters Score -6722124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -6722123.000000 Penalty: 5348.342285
	Iteration 109Q: 3 clusters Score -6722123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -6722127.500000 Penalty: 5348.342285
	Iteration 110Q: 3 clusters Score -6722128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -6722135.000000 Penalty: 5348.342285
	Iteration 111Q: 3 clusters Score -6722135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -6722134.500000 Penalty: 5348.342285
	Iteration 112Q: 3 clusters Score -6722134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -6722142.000000 Penalty: 5348.342285
	Iteration 113Q: 3 clusters Score -6722142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 46758 members 
Entering Unmasked Estep 
Score: -6722137.000000 Penalty: 5348.342285
	Iteration 114Q: 3 clusters Score -6722137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -6722140.000000 Penalty: 5348.342285
	Iteration 115Q: 3 clusters Score -6722140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -6722140.000000 Penalty: 5348.342285
	Iteration 116Q: 3 clusters Score -6722140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -6722147.500000 Penalty: 5348.342285
	Iteration 117Q: 3 clusters Score -6722148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -6722142.500000 Penalty: 5348.342285
	Iteration 118Q: 3 clusters Score -6722142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -6722151.500000 Penalty: 5348.342285
	Iteration 119Q: 3 clusters Score -6722152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -6722152.500000 Penalty: 5348.342285
	Iteration 120F: 3 clusters Score -6722152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -6722155.000000 Penalty: 5348.342285
	Iteration 121Q: 3 clusters Score -6722155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -6722154.000000 Penalty: 5348.342285
	Iteration 122Q: 3 clusters Score -6722154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
Score: -6722154.500000 Penalty: 5348.342285
	Iteration 123Q: 3 clusters Score -6722154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -6722157.500000 Penalty: 5348.342285
	Iteration 124Q: 3 clusters Score -6722158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -6722157.500000 Penalty: 5348.342285
	Iteration 125F: 3 clusters Score -6722158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Entering Unmasked Estep 
Score: -938100.500000 Penalty: 2186.395752
	Iteration 0F: 2 clusters Score -938100.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -932458.312500 Penalty: 4372.791504
	Iteration 0F: 3 clusters Score -932458.3 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -933975.937500 Penalty: 4372.791504
	Iteration 1F: 3 clusters Score -933975.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -934352.500000 Penalty: 4372.791504
	Iteration 2F: 3 clusters Score -934352.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -934714.500000 Penalty: 4372.791504
	Iteration 3F: 3 clusters Score -934714.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -935173.250000 Penalty: 4372.791504
	Iteration 4F: 3 clusters Score -935173.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -935705.250000 Penalty: 4372.791504
	Iteration 5F: 3 clusters Score -935705.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -936198.687500 Penalty: 4372.791504
	Iteration 6F: 3 clusters Score -936198.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -936681.062500 Penalty: 4372.791504
	Iteration 7F: 3 clusters Score -936681.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -937063.625000 Penalty: 4372.791504
	Iteration 8F: 3 clusters Score -937063.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -937375.187500 Penalty: 4372.791504
	Iteration 9Q: 3 clusters Score -937375.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -937585.250000 Penalty: 4372.791504
	Iteration 10Q: 3 clusters Score -937585.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -937722.375000 Penalty: 4372.791504
	Iteration 11Q: 3 clusters Score -937722.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -937786.375000 Penalty: 4372.791504
	Iteration 12Q: 3 clusters Score -937786.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -937811.312500 Penalty: 4372.791504
	Iteration 13Q: 3 clusters Score -937811.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -937815.187500 Penalty: 4372.791504
	Iteration 14Q: 3 clusters Score -937815.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -937822.812500 Penalty: 4372.791504
	Iteration 15Q: 3 clusters Score -937822.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -937822.937500 Penalty: 4372.791504
	Iteration 16Q: 3 clusters Score -937822.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -937821.437500 Penalty: 4372.791504
	Iteration 17Q: 3 clusters Score -937821.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -937823.875000 Penalty: 4372.791504
	Iteration 18Q: 3 clusters Score -937823.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -937825.437500 Penalty: 4372.791504
	Iteration 19Q: 3 clusters Score -937825.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -937825.250000 Penalty: 4372.791504
	Iteration 20F: 3 clusters Score -937825.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Entering Unmasked Estep 
Score: -1174042.625000 Penalty: 2249.199463
	Iteration 0F: 2 clusters Score -1174043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1167172.250000 Penalty: 4498.398926
	Iteration 0F: 3 clusters Score -1167172 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1169159.500000 Penalty: 4498.398926
	Iteration 1F: 3 clusters Score -1169160 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1169500.125000 Penalty: 4498.398926
	Iteration 2F: 3 clusters Score -1169500 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1169785.625000 Penalty: 4498.398926
	Iteration 3F: 3 clusters Score -1169786 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1170015.125000 Penalty: 4498.398926
	Iteration 4Q: 3 clusters Score -1170015 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1170221.625000 Penalty: 4498.398926
	Iteration 5Q: 3 clusters Score -1170222 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1170393.125000 Penalty: 4498.398926
	Iteration 6Q: 3 clusters Score -1170393 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1170551.625000 Penalty: 4498.398926
	Iteration 7Q: 3 clusters Score -1170552 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1170727.875000 Penalty: 4498.398926
	Iteration 8Q: 3 clusters Score -1170728 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1170933.250000 Penalty: 4498.398926
	Iteration 9Q: 3 clusters Score -1170933 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1171198.375000 Penalty: 4498.398926
	Iteration 10Q: 3 clusters Score -1171198 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1171422.750000 Penalty: 4498.398926
	Iteration 11Q: 3 clusters Score -1171423 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1171603.250000 Penalty: 4498.398926
	Iteration 12Q: 3 clusters Score -1171603 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1171752.500000 Penalty: 4498.398926
	Iteration 13Q: 3 clusters Score -1171752 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1171852.125000 Penalty: 4498.398926
	Iteration 14Q: 3 clusters Score -1171852 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1171931.250000 Penalty: 4498.398926
	Iteration 15Q: 3 clusters Score -1171931 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1171989.000000 Penalty: 4498.398926
	Iteration 16Q: 3 clusters Score -1171989 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1172031.250000 Penalty: 4498.398926
	Iteration 17Q: 3 clusters Score -1172031 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1172061.125000 Penalty: 4498.398926
	Iteration 18Q: 3 clusters Score -1172061 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1172083.750000 Penalty: 4498.398926
	Iteration 19Q: 3 clusters Score -1172084 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1172102.375000 Penalty: 4498.398926
	Iteration 20F: 3 clusters Score -1172102 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1172113.875000 Penalty: 4498.398926
	Iteration 21Q: 3 clusters Score -1172114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1172126.000000 Penalty: 4498.398926
	Iteration 22Q: 3 clusters Score -1172126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1172131.625000 Penalty: 4498.398926
	Iteration 23Q: 3 clusters Score -1172132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1172136.625000 Penalty: 4498.398926
	Iteration 24Q: 3 clusters Score -1172137 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1172144.250000 Penalty: 4498.398926
	Iteration 25Q: 3 clusters Score -1172144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1172147.750000 Penalty: 4498.398926
	Iteration 26Q: 3 clusters Score -1172148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1172152.500000 Penalty: 4498.398926
	Iteration 27Q: 3 clusters Score -1172152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1172154.750000 Penalty: 4498.398926
	Iteration 28Q: 3 clusters Score -1172155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1172156.125000 Penalty: 4498.398926
	Iteration 29Q: 3 clusters Score -1172156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1172156.125000 Penalty: 4498.398926
	Iteration 30Q: 3 clusters Score -1172156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1172158.750000 Penalty: 4498.398926
	Iteration 31Q: 3 clusters Score -1172159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1172164.125000 Penalty: 4498.398926
	Iteration 32Q: 3 clusters Score -1172164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1172169.375000 Penalty: 4498.398926
	Iteration 33Q: 3 clusters Score -1172169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1172171.500000 Penalty: 4498.398926
	Iteration 34Q: 3 clusters Score -1172172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1172178.625000 Penalty: 4498.398926
	Iteration 35Q: 3 clusters Score -1172179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1172181.000000 Penalty: 4498.398926
	Iteration 36Q: 3 clusters Score -1172181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1172181.875000 Penalty: 4498.398926
	Iteration 37Q: 3 clusters Score -1172182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1172182.375000 Penalty: 4498.398926
	Iteration 38Q: 3 clusters Score -1172182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1172181.750000 Penalty: 4498.398926
	Iteration 39Q: 3 clusters Score -1172182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1172184.500000 Penalty: 4498.398926
	Iteration 40F: 3 clusters Score -1172184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1172186.375000 Penalty: 4498.398926
	Iteration 41Q: 3 clusters Score -1172186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1172187.500000 Penalty: 4498.398926
	Iteration 42Q: 3 clusters Score -1172188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1172193.625000 Penalty: 4498.398926
	Iteration 43Q: 3 clusters Score -1172194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1172193.875000 Penalty: 4498.398926
	Iteration 44Q: 3 clusters Score -1172194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1172196.000000 Penalty: 4498.398926
	Iteration 45Q: 3 clusters Score -1172196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1172198.500000 Penalty: 4498.398926
	Iteration 46Q: 3 clusters Score -1172198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1172200.500000 Penalty: 4498.398926
	Iteration 47Q: 3 clusters Score -1172200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1172198.875000 Penalty: 4498.398926
	Iteration 48Q: 3 clusters Score -1172199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1172197.250000 Penalty: 4498.398926
	Iteration 49Q: 3 clusters Score -1172197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1172197.250000 Penalty: 4498.398926
	Iteration 50F: 3 clusters Score -1172197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Entering Unmasked Estep 
Score: -367441.843750 Penalty: 1964.270752
	Iteration 0F: 2 clusters Score -367441.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -364378.531250 Penalty: 3928.541504
	Iteration 0F: 3 clusters Score -364378.5 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -365037.375000 Penalty: 3928.541504
	Iteration 1F: 3 clusters Score -365037.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -365221.968750 Penalty: 3928.541504
	Iteration 2F: 3 clusters Score -365222 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -365348.062500 Penalty: 3928.541504
	Iteration 3F: 3 clusters Score -365348.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -365445.906250 Penalty: 3928.541504
	Iteration 4Q: 3 clusters Score -365445.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -365528.500000 Penalty: 3928.541504
	Iteration 5Q: 3 clusters Score -365528.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -365589.437500 Penalty: 3928.541504
	Iteration 6Q: 3 clusters Score -365589.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -365633.750000 Penalty: 3928.541504
	Iteration 7Q: 3 clusters Score -365633.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -365681.750000 Penalty: 3928.541504
	Iteration 8Q: 3 clusters Score -365681.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -365727.875000 Penalty: 3928.541504
	Iteration 9Q: 3 clusters Score -365727.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -365770.156250 Penalty: 3928.541504
	Iteration 10Q: 3 clusters Score -365770.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -365804.062500 Penalty: 3928.541504
	Iteration 11Q: 3 clusters Score -365804.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -365832.718750 Penalty: 3928.541504
	Iteration 12Q: 3 clusters Score -365832.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -365864.125000 Penalty: 3928.541504
	Iteration 13Q: 3 clusters Score -365864.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -365890.937500 Penalty: 3928.541504
	Iteration 14Q: 3 clusters Score -365890.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -365913.968750 Penalty: 3928.541504
	Iteration 15Q: 3 clusters Score -365914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -365932.375000 Penalty: 3928.541504
	Iteration 16Q: 3 clusters Score -365932.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -365954.687500 Penalty: 3928.541504
	Iteration 17Q: 3 clusters Score -365954.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -365968.375000 Penalty: 3928.541504
	Iteration 18Q: 3 clusters Score -365968.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -365984.968750 Penalty: 3928.541504
	Iteration 19Q: 3 clusters Score -365985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -366000.000000 Penalty: 3928.541504
	Iteration 20F: 3 clusters Score -366000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -366013.093750 Penalty: 3928.541504
	Iteration 21Q: 3 clusters Score -366013.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -366023.000000 Penalty: 3928.541504
	Iteration 22Q: 3 clusters Score -366023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -366037.031250 Penalty: 3928.541504
	Iteration 23Q: 3 clusters Score -366037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -366060.468750 Penalty: 3928.541504
	Iteration 24Q: 3 clusters Score -366060.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -366084.843750 Penalty: 3928.541504
	Iteration 25Q: 3 clusters Score -366084.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -366107.687500 Penalty: 3928.541504
	Iteration 26Q: 3 clusters Score -366107.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -366130.906250 Penalty: 3928.541504
	Iteration 27Q: 3 clusters Score -366130.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -366162.593750 Penalty: 3928.541504
	Iteration 28Q: 3 clusters Score -366162.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -366187.093750 Penalty: 3928.541504
	Iteration 29Q: 3 clusters Score -366187.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -366217.156250 Penalty: 3928.541504
	Iteration 30Q: 3 clusters Score -366217.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -366241.687500 Penalty: 3928.541504
	Iteration 31Q: 3 clusters Score -366241.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -366270.156250 Penalty: 3928.541504
	Iteration 32Q: 3 clusters Score -366270.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -366299.562500 Penalty: 3928.541504
	Iteration 33Q: 3 clusters Score -366299.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -366325.437500 Penalty: 3928.541504
	Iteration 34Q: 3 clusters Score -366325.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -366346.593750 Penalty: 3928.541504
	Iteration 35Q: 3 clusters Score -366346.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -366365.187500 Penalty: 3928.541504
	Iteration 36Q: 3 clusters Score -366365.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -366372.906250 Penalty: 3928.541504
	Iteration 37Q: 3 clusters Score -366372.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -366382.000000 Penalty: 3928.541504
	Iteration 38Q: 3 clusters Score -366382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -366389.718750 Penalty: 3928.541504
	Iteration 39Q: 3 clusters Score -366389.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -366398.031250 Penalty: 3928.541504
	Iteration 40F: 3 clusters Score -366398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -366399.093750 Penalty: 3928.541504
	Iteration 41Q: 3 clusters Score -366399.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -366401.062500 Penalty: 3928.541504
	Iteration 42Q: 3 clusters Score -366401.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -366403.562500 Penalty: 3928.541504
	Iteration 43Q: 3 clusters Score -366403.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -366405.125000 Penalty: 3928.541504
	Iteration 44Q: 3 clusters Score -366405.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -366408.000000 Penalty: 3928.541504
	Iteration 45Q: 3 clusters Score -366408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -366409.250000 Penalty: 3928.541504
	Iteration 46Q: 3 clusters Score -366409.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -366411.062500 Penalty: 3928.541504
	Iteration 47Q: 3 clusters Score -366411.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -366412.781250 Penalty: 3928.541504
	Iteration 48Q: 3 clusters Score -366412.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -366413.468750 Penalty: 3928.541504
	Iteration 49Q: 3 clusters Score -366413.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -366414.968750 Penalty: 3928.541504
	Iteration 50Q: 3 clusters Score -366415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -366418.406250 Penalty: 3928.541504
	Iteration 51Q: 3 clusters Score -366418.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -366424.218750 Penalty: 3928.541504
	Iteration 52Q: 3 clusters Score -366424.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -366427.687500 Penalty: 3928.541504
	Iteration 53Q: 3 clusters Score -366427.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -366427.937500 Penalty: 3928.541504
	Iteration 54Q: 3 clusters Score -366427.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -366428.156250 Penalty: 3928.541504
	Iteration 55Q: 3 clusters Score -366428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -366428.062500 Penalty: 3928.541504
	Iteration 56Q: 3 clusters Score -366428.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -366428.062500 Penalty: 3928.541504
	Iteration 57F: 3 clusters Score -366428.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (127678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127678 members 
Entering Unmasked Estep 
Score: -17786320.000000 Penalty: 2915.802246
	Iteration 0F: 2 clusters Score -1.778632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63910 members 
Mstep: Class 2 contains 63768 members 
Entering Unmasked Estep 
Score: -17702428.000000 Penalty: 5831.604492
	Iteration 0F: 3 clusters Score -1.770243e+07 nChanged 60786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63824 members 
Mstep: Class 2 contains 63854 members 
Entering Unmasked Estep 
Score: -17737410.000000 Penalty: 5831.604492
	Iteration 1F: 3 clusters Score -1.773741e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63871 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
Score: -17738496.000000 Penalty: 5831.604492
	Iteration 2Q: 3 clusters Score -1.77385e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64031 members 
Mstep: Class 2 contains 63647 members 
Entering Unmasked Estep 
Score: -17739424.000000 Penalty: 5831.604492
	Iteration 3Q: 3 clusters Score -1.773942e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64373 members 
Mstep: Class 2 contains 63305 members 
Entering Unmasked Estep 
Score: -17740788.000000 Penalty: 5831.604492
	Iteration 4Q: 3 clusters Score -1.774079e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64952 members 
Mstep: Class 2 contains 62726 members 
Entering Unmasked Estep 
Score: -17742572.000000 Penalty: 5831.604492
	Iteration 5Q: 3 clusters Score -1.774257e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66002 members 
Mstep: Class 2 contains 61676 members 
Entering Unmasked Estep 
Score: -17744674.000000 Penalty: 5831.604492
	Iteration 6Q: 3 clusters Score -1.774467e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67434 members 
Mstep: Class 2 contains 60244 members 
Entering Unmasked Estep 
Score: -17747584.000000 Penalty: 5831.604492
	Iteration 7Q: 3 clusters Score -1.774758e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69293 members 
Mstep: Class 2 contains 58385 members 
Entering Unmasked Estep 
Score: -17751848.000000 Penalty: 5831.604492
	Iteration 8F: 3 clusters Score -1.775185e+07 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71331 members 
Mstep: Class 2 contains 56347 members 
Entering Unmasked Estep 
Score: -17757858.000000 Penalty: 5831.604492
	Iteration 9F: 3 clusters Score -1.775786e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73288 members 
Mstep: Class 2 contains 54390 members 
Entering Unmasked Estep 
Score: -17763500.000000 Penalty: 5831.604492
	Iteration 10F: 3 clusters Score -1.77635e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74866 members 
Mstep: Class 2 contains 52812 members 
Entering Unmasked Estep 
Score: -17766616.000000 Penalty: 5831.604492
	Iteration 11F: 3 clusters Score -1.776662e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76179 members 
Mstep: Class 2 contains 51499 members 
Entering Unmasked Estep 
Score: -17767952.000000 Penalty: 5831.604492
	Iteration 12Q: 3 clusters Score -1.776795e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77482 members 
Mstep: Class 2 contains 50196 members 
Entering Unmasked Estep 
Score: -17768740.000000 Penalty: 5831.604492
	Iteration 13Q: 3 clusters Score -1.776874e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78923 members 
Mstep: Class 2 contains 48755 members 
Entering Unmasked Estep 
Score: -17769536.000000 Penalty: 5831.604492
	Iteration 14Q: 3 clusters Score -1.776954e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80433 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -17770198.000000 Penalty: 5831.604492
	Iteration 15Q: 3 clusters Score -1.77702e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82022 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -17771002.000000 Penalty: 5831.604492
	Iteration 16Q: 3 clusters Score -1.7771e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83598 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -17771718.000000 Penalty: 5831.604492
	Iteration 17Q: 3 clusters Score -1.777172e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85145 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -17772418.000000 Penalty: 5831.604492
	Iteration 18Q: 3 clusters Score -1.777242e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86665 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -17773070.000000 Penalty: 5831.604492
	Iteration 19Q: 3 clusters Score -1.777307e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88142 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -17773572.000000 Penalty: 5831.604492
	Iteration 20F: 3 clusters Score -1.777357e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89649 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -17774026.000000 Penalty: 5831.604492
	Iteration 21Q: 3 clusters Score -1.777403e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91175 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -17774556.000000 Penalty: 5831.604492
	Iteration 22Q: 3 clusters Score -1.777456e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92670 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -17775004.000000 Penalty: 5831.604492
	Iteration 23Q: 3 clusters Score -1.7775e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94117 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -17775446.000000 Penalty: 5831.604492
	Iteration 24Q: 3 clusters Score -1.777545e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95576 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -17775946.000000 Penalty: 5831.604492
	Iteration 25Q: 3 clusters Score -1.777595e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96995 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -17776380.000000 Penalty: 5831.604492
	Iteration 26Q: 3 clusters Score -1.777638e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98411 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -17776786.000000 Penalty: 5831.604492
	Iteration 27Q: 3 clusters Score -1.777679e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99843 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -17777170.000000 Penalty: 5831.604492
	Iteration 28Q: 3 clusters Score -1.777717e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101291 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -17777548.000000 Penalty: 5831.604492
	Iteration 29Q: 3 clusters Score -1.777755e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102616 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -17777912.000000 Penalty: 5831.604492
	Iteration 30Q: 3 clusters Score -1.777791e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103934 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -17778176.000000 Penalty: 5831.604492
	Iteration 31Q: 3 clusters Score -1.777818e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105308 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -17778572.000000 Penalty: 5831.604492
	Iteration 32Q: 3 clusters Score -1.777857e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106670 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -17778916.000000 Penalty: 5831.604492
	Iteration 33Q: 3 clusters Score -1.777892e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108031 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -17779250.000000 Penalty: 5831.604492
	Iteration 34Q: 3 clusters Score -1.777925e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109385 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -17779602.000000 Penalty: 5831.604492
	Iteration 35Q: 3 clusters Score -1.77796e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110786 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -17780024.000000 Penalty: 5831.604492
	Iteration 36Q: 3 clusters Score -1.778002e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112145 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -17780400.000000 Penalty: 5831.604492
	Iteration 37Q: 3 clusters Score -1.77804e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113497 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -17780782.000000 Penalty: 5831.604492
	Iteration 38Q: 3 clusters Score -1.778078e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114768 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -17781304.000000 Penalty: 5831.604492
	Iteration 39Q: 3 clusters Score -1.77813e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115990 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -17781718.000000 Penalty: 5831.604492
	Iteration 40F: 3 clusters Score -1.778172e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117158 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -17782186.000000 Penalty: 5831.604492
	Iteration 41Q: 3 clusters Score -1.778219e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118254 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -17782536.000000 Penalty: 5831.604492
	Iteration 42Q: 3 clusters Score -1.778254e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119213 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -17782866.000000 Penalty: 5831.604492
	Iteration 43Q: 3 clusters Score -1.778287e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120054 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -17783030.000000 Penalty: 5831.604492
	Iteration 44Q: 3 clusters Score -1.778303e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120759 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -17783252.000000 Penalty: 5831.604492
	Iteration 45Q: 3 clusters Score -1.778325e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121412 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -17783428.000000 Penalty: 5831.604492
	Iteration 46Q: 3 clusters Score -1.778343e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122000 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -17783566.000000 Penalty: 5831.604492
	Iteration 47Q: 3 clusters Score -1.778357e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122498 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -17783694.000000 Penalty: 5831.604492
	Iteration 48Q: 3 clusters Score -1.778369e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122934 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -17783772.000000 Penalty: 5831.604492
	Iteration 49Q: 3 clusters Score -1.778377e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123302 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -17783962.000000 Penalty: 5831.604492
	Iteration 50Q: 3 clusters Score -1.778396e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123631 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -17784048.000000 Penalty: 5831.604492
	Iteration 51Q: 3 clusters Score -1.778405e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123900 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -17784114.000000 Penalty: 5831.604492
	Iteration 52Q: 3 clusters Score -1.778411e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124129 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -17784206.000000 Penalty: 5831.604492
	Iteration 53Q: 3 clusters Score -1.778421e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124340 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -17784240.000000 Penalty: 5831.604492
	Iteration 54Q: 3 clusters Score -1.778424e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124525 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -17784286.000000 Penalty: 5831.604492
	Iteration 55Q: 3 clusters Score -1.778429e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124679 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -17784270.000000 Penalty: 5831.604492
	Iteration 56Q: 3 clusters Score -1.778427e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124819 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -17784358.000000 Penalty: 5831.604492
	Iteration 57Q: 3 clusters Score -1.778436e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124927 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -17784370.000000 Penalty: 5831.604492
	Iteration 58Q: 3 clusters Score -1.778437e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125032 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -17784364.000000 Penalty: 5831.604492
	Iteration 59Q: 3 clusters Score -1.778436e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125119 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -17784392.000000 Penalty: 5831.604492
	Iteration 60F: 3 clusters Score -1.778439e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125192 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -17784396.000000 Penalty: 5831.604492
	Iteration 61Q: 3 clusters Score -1.77844e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125267 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -17784396.000000 Penalty: 5831.604492
	Iteration 62Q: 3 clusters Score -1.77844e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125320 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -17784384.000000 Penalty: 5831.604492
	Iteration 63Q: 3 clusters Score -1.778438e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125361 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -17784404.000000 Penalty: 5831.604492
	Iteration 64Q: 3 clusters Score -1.77844e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125399 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -17784386.000000 Penalty: 5831.604492
	Iteration 65Q: 3 clusters Score -1.778439e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125436 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -17784406.000000 Penalty: 5831.604492
	Iteration 66Q: 3 clusters Score -1.778441e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125468 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -17784424.000000 Penalty: 5831.604492
	Iteration 67Q: 3 clusters Score -1.778442e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125496 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -17784442.000000 Penalty: 5831.604492
	Iteration 68Q: 3 clusters Score -1.778444e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125511 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -17784448.000000 Penalty: 5831.604492
	Iteration 69Q: 3 clusters Score -1.778445e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125527 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -17784426.000000 Penalty: 5831.604492
	Iteration 70Q: 3 clusters Score -1.778443e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125549 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -17784440.000000 Penalty: 5831.604492
	Iteration 71Q: 3 clusters Score -1.778444e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125577 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -17784448.000000 Penalty: 5831.604492
	Iteration 72Q: 3 clusters Score -1.778445e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125595 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -17784444.000000 Penalty: 5831.604492
	Iteration 73Q: 3 clusters Score -1.778444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125604 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -17784458.000000 Penalty: 5831.604492
	Iteration 74Q: 3 clusters Score -1.778446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125619 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -17784464.000000 Penalty: 5831.604492
	Iteration 75Q: 3 clusters Score -1.778446e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125633 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -17784480.000000 Penalty: 5831.604492
	Iteration 76Q: 3 clusters Score -1.778448e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125639 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -17784484.000000 Penalty: 5831.604492
	Iteration 77Q: 3 clusters Score -1.778448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125645 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -17784498.000000 Penalty: 5831.604492
	Iteration 78Q: 3 clusters Score -1.77845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125653 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -17784488.000000 Penalty: 5831.604492
	Iteration 79Q: 3 clusters Score -1.778449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125659 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -17784492.000000 Penalty: 5831.604492
	Iteration 80F: 3 clusters Score -1.778449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125662 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -17784488.000000 Penalty: 5831.604492
	Iteration 81Q: 3 clusters Score -1.778449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125667 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -17784478.000000 Penalty: 5831.604492
	Iteration 82Q: 3 clusters Score -1.778448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125672 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -17784494.000000 Penalty: 5831.604492
	Iteration 83Q: 3 clusters Score -1.778449e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125678 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -17784500.000000 Penalty: 5831.604492
	Iteration 84Q: 3 clusters Score -1.77845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125682 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -17784496.000000 Penalty: 5831.604492
	Iteration 85Q: 3 clusters Score -1.77845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125683 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -17784486.000000 Penalty: 5831.604492
	Iteration 86Q: 3 clusters Score -1.778449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125685 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -17784498.000000 Penalty: 5831.604492
	Iteration 87Q: 3 clusters Score -1.77845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125687 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -17784498.000000 Penalty: 5831.604492
	Iteration 88Q: 3 clusters Score -1.77845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125689 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -17784494.000000 Penalty: 5831.604492
	Iteration 89Q: 3 clusters Score -1.778449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125692 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -17784494.000000 Penalty: 5831.604492
	Iteration 90Q: 3 clusters Score -1.778449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125697 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -17784504.000000 Penalty: 5831.604492
	Iteration 91Q: 3 clusters Score -1.77845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125698 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -17784512.000000 Penalty: 5831.604492
	Iteration 92Q: 3 clusters Score -1.778451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125699 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -17784510.000000 Penalty: 5831.604492
	Iteration 93Q: 3 clusters Score -1.778451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125698 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -17784510.000000 Penalty: 5831.604492
	Iteration 94Q: 3 clusters Score -1.778451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125699 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -17784512.000000 Penalty: 5831.604492
	Iteration 95Q: 3 clusters Score -1.778451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125699 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -17784512.000000 Penalty: 5831.604492
	Iteration 96F: 3 clusters Score -1.778451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Entering Unmasked Estep 
Score: -1043812.875000 Penalty: 2220.919189
	Iteration 0F: 2 clusters Score -1043813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1037612.187500 Penalty: 4441.838379
	Iteration 0F: 3 clusters Score -1037612 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1039389.812500 Penalty: 4441.838379
	Iteration 1F: 3 clusters Score -1039390 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1039753.187500 Penalty: 4441.838379
	Iteration 2F: 3 clusters Score -1039753 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1040047.812500 Penalty: 4441.838379
	Iteration 3F: 3 clusters Score -1040048 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1040371.562500 Penalty: 4441.838379
	Iteration 4F: 3 clusters Score -1040372 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1040726.625000 Penalty: 4441.838379
	Iteration 5F: 3 clusters Score -1040727 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1041048.562500 Penalty: 4441.838379
	Iteration 6F: 3 clusters Score -1041049 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1041278.875000 Penalty: 4441.838379
	Iteration 7Q: 3 clusters Score -1041279 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1041481.750000 Penalty: 4441.838379
	Iteration 8Q: 3 clusters Score -1041482 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1041705.062500 Penalty: 4441.838379
	Iteration 9Q: 3 clusters Score -1041705 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1041946.875000 Penalty: 4441.838379
	Iteration 10Q: 3 clusters Score -1041947 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1042154.062500 Penalty: 4441.838379
	Iteration 11Q: 3 clusters Score -1042154 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1042323.750000 Penalty: 4441.838379
	Iteration 12Q: 3 clusters Score -1042324 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1042474.687500 Penalty: 4441.838379
	Iteration 13Q: 3 clusters Score -1042475 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1042570.187500 Penalty: 4441.838379
	Iteration 14Q: 3 clusters Score -1042570 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1042644.125000 Penalty: 4441.838379
	Iteration 15Q: 3 clusters Score -1042644 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1042693.875000 Penalty: 4441.838379
	Iteration 16Q: 3 clusters Score -1042694 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1042722.125000 Penalty: 4441.838379
	Iteration 17Q: 3 clusters Score -1042722 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1042747.312500 Penalty: 4441.838379
	Iteration 18Q: 3 clusters Score -1042747 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1042766.250000 Penalty: 4441.838379
	Iteration 19Q: 3 clusters Score -1042766 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1042789.625000 Penalty: 4441.838379
	Iteration 20F: 3 clusters Score -1042790 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1042818.250000 Penalty: 4441.838379
	Iteration 21Q: 3 clusters Score -1042818 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1042846.562500 Penalty: 4441.838379
	Iteration 22Q: 3 clusters Score -1042847 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1042881.562500 Penalty: 4441.838379
	Iteration 23Q: 3 clusters Score -1042882 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1042902.687500 Penalty: 4441.838379
	Iteration 24Q: 3 clusters Score -1042903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1042913.875000 Penalty: 4441.838379
	Iteration 25Q: 3 clusters Score -1042914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1042931.625000 Penalty: 4441.838379
	Iteration 26Q: 3 clusters Score -1042932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1042940.562500 Penalty: 4441.838379
	Iteration 27Q: 3 clusters Score -1042941 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1042955.562500 Penalty: 4441.838379
	Iteration 28Q: 3 clusters Score -1042956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1042969.625000 Penalty: 4441.838379
	Iteration 29Q: 3 clusters Score -1042970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1042982.562500 Penalty: 4441.838379
	Iteration 30Q: 3 clusters Score -1042983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1042991.625000 Penalty: 4441.838379
	Iteration 31Q: 3 clusters Score -1042992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1043000.312500 Penalty: 4441.838379
	Iteration 32Q: 3 clusters Score -1043000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1043006.625000 Penalty: 4441.838379
	Iteration 33Q: 3 clusters Score -1043007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1043012.625000 Penalty: 4441.838379
	Iteration 34Q: 3 clusters Score -1043013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1043016.187500 Penalty: 4441.838379
	Iteration 35Q: 3 clusters Score -1043016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1043021.375000 Penalty: 4441.838379
	Iteration 36Q: 3 clusters Score -1043021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1043026.125000 Penalty: 4441.838379
	Iteration 37Q: 3 clusters Score -1043026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1043028.000000 Penalty: 4441.838379
	Iteration 38Q: 3 clusters Score -1043028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1043032.312500 Penalty: 4441.838379
	Iteration 39Q: 3 clusters Score -1043032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1043034.937500 Penalty: 4441.838379
	Iteration 40F: 3 clusters Score -1043035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1043036.937500 Penalty: 4441.838379
	Iteration 41Q: 3 clusters Score -1043037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1043038.250000 Penalty: 4441.838379
	Iteration 42Q: 3 clusters Score -1043038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1043040.375000 Penalty: 4441.838379
	Iteration 43Q: 3 clusters Score -1043040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1043040.375000 Penalty: 4441.838379
	Iteration 44F: 3 clusters Score -1043040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Entering Unmasked Estep 
Score: -283551.500000 Penalty: 1904.683594
	Iteration 0F: 2 clusters Score -283551.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -280850.625000 Penalty: 3809.367188
	Iteration 0F: 3 clusters Score -280850.6 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -281338.562500 Penalty: 3809.367188
	Iteration 1F: 3 clusters Score -281338.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -281458.625000 Penalty: 3809.367188
	Iteration 2F: 3 clusters Score -281458.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -281514.312500 Penalty: 3809.367188
	Iteration 3Q: 3 clusters Score -281514.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -281548.875000 Penalty: 3809.367188
	Iteration 4Q: 3 clusters Score -281548.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -281579.187500 Penalty: 3809.367188
	Iteration 5Q: 3 clusters Score -281579.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -281597.875000 Penalty: 3809.367188
	Iteration 6Q: 3 clusters Score -281597.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -281618.812500 Penalty: 3809.367188
	Iteration 7Q: 3 clusters Score -281618.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -281636.593750 Penalty: 3809.367188
	Iteration 8Q: 3 clusters Score -281636.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -281647.750000 Penalty: 3809.367188
	Iteration 9Q: 3 clusters Score -281647.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -281657.562500 Penalty: 3809.367188
	Iteration 10Q: 3 clusters Score -281657.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -281662.437500 Penalty: 3809.367188
	Iteration 11Q: 3 clusters Score -281662.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -281668.468750 Penalty: 3809.367188
	Iteration 12Q: 3 clusters Score -281668.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -281676.500000 Penalty: 3809.367188
	Iteration 13Q: 3 clusters Score -281676.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -281690.156250 Penalty: 3809.367188
	Iteration 14Q: 3 clusters Score -281690.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -281722.562500 Penalty: 3809.367188
	Iteration 15Q: 3 clusters Score -281722.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -281744.437500 Penalty: 3809.367188
	Iteration 16Q: 3 clusters Score -281744.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -281765.125000 Penalty: 3809.367188
	Iteration 17Q: 3 clusters Score -281765.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -281776.000000 Penalty: 3809.367188
	Iteration 18Q: 3 clusters Score -281776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -281786.750000 Penalty: 3809.367188
	Iteration 19Q: 3 clusters Score -281786.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -281789.562500 Penalty: 3809.367188
	Iteration 20F: 3 clusters Score -281789.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -281794.562500 Penalty: 3809.367188
	Iteration 21Q: 3 clusters Score -281794.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -281805.500000 Penalty: 3809.367188
	Iteration 22Q: 3 clusters Score -281805.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -281814.343750 Penalty: 3809.367188
	Iteration 23Q: 3 clusters Score -281814.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -281820.343750 Penalty: 3809.367188
	Iteration 24Q: 3 clusters Score -281820.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -281824.218750 Penalty: 3809.367188
	Iteration 25Q: 3 clusters Score -281824.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -281831.781250 Penalty: 3809.367188
	Iteration 26Q: 3 clusters Score -281831.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -281840.125000 Penalty: 3809.367188
	Iteration 27Q: 3 clusters Score -281840.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -281845.531250 Penalty: 3809.367188
	Iteration 28Q: 3 clusters Score -281845.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -281850.906250 Penalty: 3809.367188
	Iteration 29Q: 3 clusters Score -281850.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -281858.656250 Penalty: 3809.367188
	Iteration 30Q: 3 clusters Score -281858.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -281862.281250 Penalty: 3809.367188
	Iteration 31Q: 3 clusters Score -281862.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -281865.656250 Penalty: 3809.367188
	Iteration 32Q: 3 clusters Score -281865.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -281869.156250 Penalty: 3809.367188
	Iteration 33Q: 3 clusters Score -281869.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -281871.937500 Penalty: 3809.367188
	Iteration 34Q: 3 clusters Score -281871.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -281874.062500 Penalty: 3809.367188
	Iteration 35Q: 3 clusters Score -281874.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -281876.031250 Penalty: 3809.367188
	Iteration 36Q: 3 clusters Score -281876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -281878.156250 Penalty: 3809.367188
	Iteration 37Q: 3 clusters Score -281878.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -281878.687500 Penalty: 3809.367188
	Iteration 38Q: 3 clusters Score -281878.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -281879.937500 Penalty: 3809.367188
	Iteration 39Q: 3 clusters Score -281879.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -281883.187500 Penalty: 3809.367188
	Iteration 40F: 3 clusters Score -281883.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -281883.625000 Penalty: 3809.367188
	Iteration 41Q: 3 clusters Score -281883.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -281883.750000 Penalty: 3809.367188
	Iteration 42Q: 3 clusters Score -281883.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -281883.750000 Penalty: 3809.367188
	Iteration 43F: 3 clusters Score -281883.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Entering Unmasked Estep 
Score: -729091.375000 Penalty: 2130.245605
	Iteration 0F: 2 clusters Score -729091.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -724310.687500 Penalty: 4260.491211
	Iteration 0F: 3 clusters Score -724310.7 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -725504.812500 Penalty: 4260.491211
	Iteration 1F: 3 clusters Score -725504.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -725774.437500 Penalty: 4260.491211
	Iteration 2F: 3 clusters Score -725774.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -725987.312500 Penalty: 4260.491211
	Iteration 3F: 3 clusters Score -725987.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -726147.812500 Penalty: 4260.491211
	Iteration 4Q: 3 clusters Score -726147.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -726280.062500 Penalty: 4260.491211
	Iteration 5Q: 3 clusters Score -726280.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -726389.562500 Penalty: 4260.491211
	Iteration 6Q: 3 clusters Score -726389.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -726484.000000 Penalty: 4260.491211
	Iteration 7Q: 3 clusters Score -726484 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -726575.250000 Penalty: 4260.491211
	Iteration 8Q: 3 clusters Score -726575.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -726643.937500 Penalty: 4260.491211
	Iteration 9Q: 3 clusters Score -726643.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -726711.500000 Penalty: 4260.491211
	Iteration 10Q: 3 clusters Score -726711.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -726773.687500 Penalty: 4260.491211
	Iteration 11Q: 3 clusters Score -726773.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -726835.625000 Penalty: 4260.491211
	Iteration 12Q: 3 clusters Score -726835.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -726885.187500 Penalty: 4260.491211
	Iteration 13Q: 3 clusters Score -726885.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -726938.250000 Penalty: 4260.491211
	Iteration 14Q: 3 clusters Score -726938.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -726999.062500 Penalty: 4260.491211
	Iteration 15Q: 3 clusters Score -726999.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -727056.250000 Penalty: 4260.491211
	Iteration 16Q: 3 clusters Score -727056.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -727123.125000 Penalty: 4260.491211
	Iteration 17Q: 3 clusters Score -727123.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -727178.250000 Penalty: 4260.491211
	Iteration 18Q: 3 clusters Score -727178.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -727242.687500 Penalty: 4260.491211
	Iteration 19Q: 3 clusters Score -727242.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -727304.562500 Penalty: 4260.491211
	Iteration 20F: 3 clusters Score -727304.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -727359.062500 Penalty: 4260.491211
	Iteration 21Q: 3 clusters Score -727359.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -727423.250000 Penalty: 4260.491211
	Iteration 22Q: 3 clusters Score -727423.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -727491.625000 Penalty: 4260.491211
	Iteration 23Q: 3 clusters Score -727491.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -727546.062500 Penalty: 4260.491211
	Iteration 24Q: 3 clusters Score -727546.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -727599.187500 Penalty: 4260.491211
	Iteration 25Q: 3 clusters Score -727599.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -727652.375000 Penalty: 4260.491211
	Iteration 26Q: 3 clusters Score -727652.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -727694.250000 Penalty: 4260.491211
	Iteration 27Q: 3 clusters Score -727694.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -727723.937500 Penalty: 4260.491211
	Iteration 28Q: 3 clusters Score -727723.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -727753.625000 Penalty: 4260.491211
	Iteration 29Q: 3 clusters Score -727753.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -727769.000000 Penalty: 4260.491211
	Iteration 30Q: 3 clusters Score -727769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -727780.187500 Penalty: 4260.491211
	Iteration 31Q: 3 clusters Score -727780.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -727788.187500 Penalty: 4260.491211
	Iteration 32Q: 3 clusters Score -727788.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -727795.437500 Penalty: 4260.491211
	Iteration 33Q: 3 clusters Score -727795.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -727798.937500 Penalty: 4260.491211
	Iteration 34Q: 3 clusters Score -727798.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -727803.625000 Penalty: 4260.491211
	Iteration 35Q: 3 clusters Score -727803.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -727804.812500 Penalty: 4260.491211
	Iteration 36Q: 3 clusters Score -727804.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -727806.937500 Penalty: 4260.491211
	Iteration 37Q: 3 clusters Score -727806.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -727806.437500 Penalty: 4260.491211
	Iteration 38Q: 3 clusters Score -727806.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -727807.062500 Penalty: 4260.491211
	Iteration 39Q: 3 clusters Score -727807.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -727810.562500 Penalty: 4260.491211
	Iteration 40F: 3 clusters Score -727810.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -727813.562500 Penalty: 4260.491211
	Iteration 41Q: 3 clusters Score -727813.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -727815.750000 Penalty: 4260.491211
	Iteration 42Q: 3 clusters Score -727815.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -727818.875000 Penalty: 4260.491211
	Iteration 43Q: 3 clusters Score -727818.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -727820.000000 Penalty: 4260.491211
	Iteration 44Q: 3 clusters Score -727820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -727819.687500 Penalty: 4260.491211
	Iteration 45Q: 3 clusters Score -727819.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -727819.687500 Penalty: 4260.491211
	Iteration 46F: 3 clusters Score -727819.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -63079.937500 Penalty: 1543.690430
	Iteration 0F: 2 clusters Score -63079.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -61657.171875 Penalty: 3087.380859
	Iteration 0F: 3 clusters Score -61657.17 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -61868.273438 Penalty: 3087.380859
	Iteration 1F: 3 clusters Score -61868.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -61928.394531 Penalty: 3087.380859
	Iteration 2Q: 3 clusters Score -61928.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -61970.074219 Penalty: 3087.380859
	Iteration 3Q: 3 clusters Score -61970.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61998.445312 Penalty: 3087.380859
	Iteration 4Q: 3 clusters Score -61998.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -62061.589844 Penalty: 3087.380859
	Iteration 5Q: 3 clusters Score -62061.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -62103.195312 Penalty: 3087.380859
	Iteration 6Q: 3 clusters Score -62103.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -62123.601562 Penalty: 3087.380859
	Iteration 7Q: 3 clusters Score -62123.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -62145.183594 Penalty: 3087.380859
	Iteration 8Q: 3 clusters Score -62145.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -62155.722656 Penalty: 3087.380859
	Iteration 9Q: 3 clusters Score -62155.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -62169.480469 Penalty: 3087.380859
	Iteration 10Q: 3 clusters Score -62169.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -62179.660156 Penalty: 3087.380859
	Iteration 11Q: 3 clusters Score -62179.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -62179.660156 Penalty: 3087.380859
	Iteration 12F: 3 clusters Score -62179.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (66984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66984 members 
Entering Unmasked Estep 
Score: -9371641.000000 Penalty: 2755.827881
	Iteration 0F: 2 clusters Score -9371641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -9326733.000000 Penalty: 5511.655762
	Iteration 0F: 3 clusters Score -9326733 nChanged 31350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -9344396.000000 Penalty: 5511.655762
	Iteration 1F: 3 clusters Score -9344396 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -9345233.000000 Penalty: 5511.655762
	Iteration 2Q: 3 clusters Score -9345233 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -9346315.000000 Penalty: 5511.655762
	Iteration 3Q: 3 clusters Score -9346315 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -9347926.000000 Penalty: 5511.655762
	Iteration 4F: 3 clusters Score -9347926 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -9350487.000000 Penalty: 5511.655762
	Iteration 5F: 3 clusters Score -9350487 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -9354127.000000 Penalty: 5511.655762
	Iteration 6F: 3 clusters Score -9354127 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51920 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -9358735.000000 Penalty: 5511.655762
	Iteration 7F: 3 clusters Score -9358735 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55872 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -9362978.000000 Penalty: 5511.655762
	Iteration 8F: 3 clusters Score -9362978 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -9365877.000000 Penalty: 5511.655762
	Iteration 9Q: 3 clusters Score -9365877 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59886 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -9367325.000000 Penalty: 5511.655762
	Iteration 10Q: 3 clusters Score -9367325 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60717 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -9368035.000000 Penalty: 5511.655762
	Iteration 11Q: 3 clusters Score -9368035 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61335 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -9368411.000000 Penalty: 5511.655762
	Iteration 12Q: 3 clusters Score -9368411 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61835 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -9368619.000000 Penalty: 5511.655762
	Iteration 13Q: 3 clusters Score -9368619 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62204 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -9368760.000000 Penalty: 5511.655762
	Iteration 14Q: 3 clusters Score -9368760 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62522 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -9368840.000000 Penalty: 5511.655762
	Iteration 15Q: 3 clusters Score -9368840 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62796 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -9368934.000000 Penalty: 5511.655762
	Iteration 16Q: 3 clusters Score -9368934 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -9369002.000000 Penalty: 5511.655762
	Iteration 17Q: 3 clusters Score -9369002 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -9369079.000000 Penalty: 5511.655762
	Iteration 18Q: 3 clusters Score -9369079 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63478 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -9369154.000000 Penalty: 5511.655762
	Iteration 19Q: 3 clusters Score -9369154 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63649 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -9369190.000000 Penalty: 5511.655762
	Iteration 20F: 3 clusters Score -9369190 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63797 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -9369252.000000 Penalty: 5511.655762
	Iteration 21Q: 3 clusters Score -9369252 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63931 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -9369271.000000 Penalty: 5511.655762
	Iteration 22Q: 3 clusters Score -9369271 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64048 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -9369299.000000 Penalty: 5511.655762
	Iteration 23Q: 3 clusters Score -9369299 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64175 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -9369331.000000 Penalty: 5511.655762
	Iteration 24Q: 3 clusters Score -9369331 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64314 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -9369365.000000 Penalty: 5511.655762
	Iteration 25Q: 3 clusters Score -9369365 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64432 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -9369407.000000 Penalty: 5511.655762
	Iteration 26Q: 3 clusters Score -9369407 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64538 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -9369452.000000 Penalty: 5511.655762
	Iteration 27Q: 3 clusters Score -9369452 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -9369470.000000 Penalty: 5511.655762
	Iteration 28Q: 3 clusters Score -9369470 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64690 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -9369485.000000 Penalty: 5511.655762
	Iteration 29Q: 3 clusters Score -9369485 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64746 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -9369496.000000 Penalty: 5511.655762
	Iteration 30Q: 3 clusters Score -9369496 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -9369488.000000 Penalty: 5511.655762
	Iteration 31Q: 3 clusters Score -9369488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64851 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -9369511.000000 Penalty: 5511.655762
	Iteration 32Q: 3 clusters Score -9369511 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64888 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -9369521.000000 Penalty: 5511.655762
	Iteration 33Q: 3 clusters Score -9369521 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64918 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -9369531.000000 Penalty: 5511.655762
	Iteration 34Q: 3 clusters Score -9369531 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64952 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -9369533.000000 Penalty: 5511.655762
	Iteration 35Q: 3 clusters Score -9369533 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64980 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -9369548.000000 Penalty: 5511.655762
	Iteration 36Q: 3 clusters Score -9369548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64998 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -9369556.000000 Penalty: 5511.655762
	Iteration 37Q: 3 clusters Score -9369556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65017 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -9369564.000000 Penalty: 5511.655762
	Iteration 38Q: 3 clusters Score -9369564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65031 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -9369568.000000 Penalty: 5511.655762
	Iteration 39Q: 3 clusters Score -9369568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65039 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -9369563.000000 Penalty: 5511.655762
	Iteration 40F: 3 clusters Score -9369563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65048 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -9369574.000000 Penalty: 5511.655762
	Iteration 41Q: 3 clusters Score -9369574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65055 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -9369564.000000 Penalty: 5511.655762
	Iteration 42Q: 3 clusters Score -9369564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65058 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -9369568.000000 Penalty: 5511.655762
	Iteration 43Q: 3 clusters Score -9369568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65063 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -9369568.000000 Penalty: 5511.655762
	Iteration 44Q: 3 clusters Score -9369568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65070 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -9369582.000000 Penalty: 5511.655762
	Iteration 45Q: 3 clusters Score -9369582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65079 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -9369594.000000 Penalty: 5511.655762
	Iteration 46Q: 3 clusters Score -9369594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65085 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -9369593.000000 Penalty: 5511.655762
	Iteration 47Q: 3 clusters Score -9369593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -9369592.000000 Penalty: 5511.655762
	Iteration 48Q: 3 clusters Score -9369592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65093 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -9369583.000000 Penalty: 5511.655762
	Iteration 49Q: 3 clusters Score -9369583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65097 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -9369585.000000 Penalty: 5511.655762
	Iteration 50Q: 3 clusters Score -9369585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65103 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -9369599.000000 Penalty: 5511.655762
	Iteration 51Q: 3 clusters Score -9369599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65107 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -9369590.000000 Penalty: 5511.655762
	Iteration 52Q: 3 clusters Score -9369590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65108 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -9369592.000000 Penalty: 5511.655762
	Iteration 53Q: 3 clusters Score -9369592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65109 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -9369589.000000 Penalty: 5511.655762
	Iteration 54Q: 3 clusters Score -9369589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65110 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -9369588.000000 Penalty: 5511.655762
	Iteration 55Q: 3 clusters Score -9369588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65111 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -9369588.000000 Penalty: 5511.655762
	Iteration 56Q: 3 clusters Score -9369588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65111 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -9369588.000000 Penalty: 5511.655762
	Iteration 57F: 3 clusters Score -9369588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (34448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Entering Unmasked Estep 
Score: -4688980.000000 Penalty: 2590.907227
	Iteration 0F: 2 clusters Score -4688980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -4665430.000000 Penalty: 5181.814453
	Iteration 0F: 3 clusters Score -4665430 nChanged 15644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -4674012.000000 Penalty: 5181.814453
	Iteration 1F: 3 clusters Score -4674012 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -4674616.500000 Penalty: 5181.814453
	Iteration 2Q: 3 clusters Score -4674616 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -4675288.000000 Penalty: 5181.814453
	Iteration 3Q: 3 clusters Score -4675288 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -4676062.000000 Penalty: 5181.814453
	Iteration 4F: 3 clusters Score -4676062 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -4676998.500000 Penalty: 5181.814453
	Iteration 5F: 3 clusters Score -4676998 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -4678215.500000 Penalty: 5181.814453
	Iteration 6F: 3 clusters Score -4678216 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -4679438.000000 Penalty: 5181.814453
	Iteration 7F: 3 clusters Score -4679438 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -4680681.000000 Penalty: 5181.814453
	Iteration 8F: 3 clusters Score -4680681 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -4681780.500000 Penalty: 5181.814453
	Iteration 9F: 3 clusters Score -4681780 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -4682786.500000 Penalty: 5181.814453
	Iteration 10Q: 3 clusters Score -4682786 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -4683609.000000 Penalty: 5181.814453
	Iteration 11Q: 3 clusters Score -4683609 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -4684342.500000 Penalty: 5181.814453
	Iteration 12Q: 3 clusters Score -4684342 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -4684990.000000 Penalty: 5181.814453
	Iteration 13Q: 3 clusters Score -4684990 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -4685546.000000 Penalty: 5181.814453
	Iteration 14Q: 3 clusters Score -4685546 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -4685979.500000 Penalty: 5181.814453
	Iteration 15Q: 3 clusters Score -4685980 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -4686429.000000 Penalty: 5181.814453
	Iteration 16Q: 3 clusters Score -4686429 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -4686760.000000 Penalty: 5181.814453
	Iteration 17Q: 3 clusters Score -4686760 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -4687021.500000 Penalty: 5181.814453
	Iteration 18Q: 3 clusters Score -4687022 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -4687201.500000 Penalty: 5181.814453
	Iteration 19Q: 3 clusters Score -4687202 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -4687321.000000 Penalty: 5181.814453
	Iteration 20F: 3 clusters Score -4687321 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -4687363.000000 Penalty: 5181.814453
	Iteration 21Q: 3 clusters Score -4687363 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -4687389.500000 Penalty: 5181.814453
	Iteration 22Q: 3 clusters Score -4687390 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -4687430.500000 Penalty: 5181.814453
	Iteration 23Q: 3 clusters Score -4687430 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -4687453.500000 Penalty: 5181.814453
	Iteration 24Q: 3 clusters Score -4687454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -4687460.000000 Penalty: 5181.814453
	Iteration 25Q: 3 clusters Score -4687460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -4687466.500000 Penalty: 5181.814453
	Iteration 26Q: 3 clusters Score -4687466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -4687470.500000 Penalty: 5181.814453
	Iteration 27Q: 3 clusters Score -4687470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -4687476.500000 Penalty: 5181.814453
	Iteration 28Q: 3 clusters Score -4687476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -4687469.500000 Penalty: 5181.814453
	Iteration 29Q: 3 clusters Score -4687470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -4687473.500000 Penalty: 5181.814453
	Iteration 30Q: 3 clusters Score -4687474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -4687472.500000 Penalty: 5181.814453
	Iteration 31Q: 3 clusters Score -4687472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -4687479.000000 Penalty: 5181.814453
	Iteration 32Q: 3 clusters Score -4687479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -4687477.000000 Penalty: 5181.814453
	Iteration 33Q: 3 clusters Score -4687477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -4687481.500000 Penalty: 5181.814453
	Iteration 34Q: 3 clusters Score -4687482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -4687480.500000 Penalty: 5181.814453
	Iteration 35Q: 3 clusters Score -4687480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -4687481.500000 Penalty: 5181.814453
	Iteration 36Q: 3 clusters Score -4687482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -4687481.000000 Penalty: 5181.814453
	Iteration 37Q: 3 clusters Score -4687481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -4687481.500000 Penalty: 5181.814453
	Iteration 38Q: 3 clusters Score -4687482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -4687481.500000 Penalty: 5181.814453
	Iteration 39F: 3 clusters Score -4687482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Entering Unmasked Estep 
Score: -498702.843750 Penalty: 2026.836914
	Iteration 0F: 2 clusters Score -498702.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -495128.218750 Penalty: 4053.673828
	Iteration 0F: 3 clusters Score -495128.2 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -495850.781250 Penalty: 4053.673828
	Iteration 1F: 3 clusters Score -495850.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -496007.656250 Penalty: 4053.673828
	Iteration 2F: 3 clusters Score -496007.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -496095.062500 Penalty: 4053.673828
	Iteration 3Q: 3 clusters Score -496095.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -496159.343750 Penalty: 4053.673828
	Iteration 4Q: 3 clusters Score -496159.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -496209.187500 Penalty: 4053.673828
	Iteration 5Q: 3 clusters Score -496209.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -496247.687500 Penalty: 4053.673828
	Iteration 6Q: 3 clusters Score -496247.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -496276.843750 Penalty: 4053.673828
	Iteration 7Q: 3 clusters Score -496276.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -496300.468750 Penalty: 4053.673828
	Iteration 8Q: 3 clusters Score -496300.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -496318.875000 Penalty: 4053.673828
	Iteration 9Q: 3 clusters Score -496318.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -496336.000000 Penalty: 4053.673828
	Iteration 10Q: 3 clusters Score -496336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -496348.687500 Penalty: 4053.673828
	Iteration 11Q: 3 clusters Score -496348.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -496358.625000 Penalty: 4053.673828
	Iteration 12Q: 3 clusters Score -496358.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -496373.000000 Penalty: 4053.673828
	Iteration 13Q: 3 clusters Score -496373 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -496392.843750 Penalty: 4053.673828
	Iteration 14Q: 3 clusters Score -496392.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -496410.312500 Penalty: 4053.673828
	Iteration 15Q: 3 clusters Score -496410.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -496424.812500 Penalty: 4053.673828
	Iteration 16Q: 3 clusters Score -496424.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -496434.281250 Penalty: 4053.673828
	Iteration 17Q: 3 clusters Score -496434.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -496440.562500 Penalty: 4053.673828
	Iteration 18Q: 3 clusters Score -496440.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -496455.656250 Penalty: 4053.673828
	Iteration 19Q: 3 clusters Score -496455.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -496469.156250 Penalty: 4053.673828
	Iteration 20F: 3 clusters Score -496469.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -496486.375000 Penalty: 4053.673828
	Iteration 21Q: 3 clusters Score -496486.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -496502.281250 Penalty: 4053.673828
	Iteration 22Q: 3 clusters Score -496502.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -496516.093750 Penalty: 4053.673828
	Iteration 23Q: 3 clusters Score -496516.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -496532.500000 Penalty: 4053.673828
	Iteration 24Q: 3 clusters Score -496532.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -496549.500000 Penalty: 4053.673828
	Iteration 25Q: 3 clusters Score -496549.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -496569.968750 Penalty: 4053.673828
	Iteration 26Q: 3 clusters Score -496570 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -496592.125000 Penalty: 4053.673828
	Iteration 27Q: 3 clusters Score -496592.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -496615.093750 Penalty: 4053.673828
	Iteration 28Q: 3 clusters Score -496615.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -496634.156250 Penalty: 4053.673828
	Iteration 29Q: 3 clusters Score -496634.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -496656.281250 Penalty: 4053.673828
	Iteration 30Q: 3 clusters Score -496656.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -496672.000000 Penalty: 4053.673828
	Iteration 31Q: 3 clusters Score -496672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -496688.406250 Penalty: 4053.673828
	Iteration 32Q: 3 clusters Score -496688.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -496708.000000 Penalty: 4053.673828
	Iteration 33Q: 3 clusters Score -496708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -496725.281250 Penalty: 4053.673828
	Iteration 34Q: 3 clusters Score -496725.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -496734.031250 Penalty: 4053.673828
	Iteration 35Q: 3 clusters Score -496734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -496746.218750 Penalty: 4053.673828
	Iteration 36Q: 3 clusters Score -496746.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -496756.093750 Penalty: 4053.673828
	Iteration 37Q: 3 clusters Score -496756.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -496766.750000 Penalty: 4053.673828
	Iteration 38Q: 3 clusters Score -496766.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -496771.937500 Penalty: 4053.673828
	Iteration 39Q: 3 clusters Score -496771.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -496775.843750 Penalty: 4053.673828
	Iteration 40F: 3 clusters Score -496775.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -496778.656250 Penalty: 4053.673828
	Iteration 41Q: 3 clusters Score -496778.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -496781.031250 Penalty: 4053.673828
	Iteration 42Q: 3 clusters Score -496781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -496782.812500 Penalty: 4053.673828
	Iteration 43Q: 3 clusters Score -496782.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -496784.656250 Penalty: 4053.673828
	Iteration 44Q: 3 clusters Score -496784.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -496785.937500 Penalty: 4053.673828
	Iteration 45Q: 3 clusters Score -496785.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -496786.312500 Penalty: 4053.673828
	Iteration 46Q: 3 clusters Score -496786.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -496790.625000 Penalty: 4053.673828
	Iteration 47Q: 3 clusters Score -496790.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -496791.750000 Penalty: 4053.673828
	Iteration 48Q: 3 clusters Score -496791.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -496791.875000 Penalty: 4053.673828
	Iteration 49Q: 3 clusters Score -496791.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -496793.562500 Penalty: 4053.673828
	Iteration 50Q: 3 clusters Score -496793.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -496795.156250 Penalty: 4053.673828
	Iteration 51Q: 3 clusters Score -496795.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -496795.937500 Penalty: 4053.673828
	Iteration 52Q: 3 clusters Score -496795.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -496798.281250 Penalty: 4053.673828
	Iteration 53Q: 3 clusters Score -496798.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -496801.187500 Penalty: 4053.673828
	Iteration 54Q: 3 clusters Score -496801.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -496805.000000 Penalty: 4053.673828
	Iteration 55Q: 3 clusters Score -496805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -496810.562500 Penalty: 4053.673828
	Iteration 56Q: 3 clusters Score -496810.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -496813.875000 Penalty: 4053.673828
	Iteration 57Q: 3 clusters Score -496813.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -496817.718750 Penalty: 4053.673828
	Iteration 58Q: 3 clusters Score -496817.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -496818.906250 Penalty: 4053.673828
	Iteration 59Q: 3 clusters Score -496818.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -496820.625000 Penalty: 4053.673828
	Iteration 60F: 3 clusters Score -496820.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -496823.406250 Penalty: 4053.673828
	Iteration 61Q: 3 clusters Score -496823.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -496829.312500 Penalty: 4053.673828
	Iteration 62Q: 3 clusters Score -496829.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -496834.406250 Penalty: 4053.673828
	Iteration 63Q: 3 clusters Score -496834.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -496840.531250 Penalty: 4053.673828
	Iteration 64Q: 3 clusters Score -496840.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -496847.000000 Penalty: 4053.673828
	Iteration 65Q: 3 clusters Score -496847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -496852.375000 Penalty: 4053.673828
	Iteration 66Q: 3 clusters Score -496852.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -496857.093750 Penalty: 4053.673828
	Iteration 67Q: 3 clusters Score -496857.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -496860.937500 Penalty: 4053.673828
	Iteration 68Q: 3 clusters Score -496860.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -496862.437500 Penalty: 4053.673828
	Iteration 69Q: 3 clusters Score -496862.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -496865.406250 Penalty: 4053.673828
	Iteration 70Q: 3 clusters Score -496865.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -496872.750000 Penalty: 4053.673828
	Iteration 71Q: 3 clusters Score -496872.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -496880.500000 Penalty: 4053.673828
	Iteration 72Q: 3 clusters Score -496880.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -496886.781250 Penalty: 4053.673828
	Iteration 73Q: 3 clusters Score -496886.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -496893.156250 Penalty: 4053.673828
	Iteration 74Q: 3 clusters Score -496893.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -496897.593750 Penalty: 4053.673828
	Iteration 75Q: 3 clusters Score -496897.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -496902.000000 Penalty: 4053.673828
	Iteration 76Q: 3 clusters Score -496902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -496903.281250 Penalty: 4053.673828
	Iteration 77Q: 3 clusters Score -496903.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -496904.125000 Penalty: 4053.673828
	Iteration 78Q: 3 clusters Score -496904.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -496904.718750 Penalty: 4053.673828
	Iteration 79Q: 3 clusters Score -496904.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -496906.437500 Penalty: 4053.673828
	Iteration 80F: 3 clusters Score -496906.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -496907.500000 Penalty: 4053.673828
	Iteration 81Q: 3 clusters Score -496907.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -496908.718750 Penalty: 4053.673828
	Iteration 82Q: 3 clusters Score -496908.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -496909.593750 Penalty: 4053.673828
	Iteration 83Q: 3 clusters Score -496909.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -496910.312500 Penalty: 4053.673828
	Iteration 84Q: 3 clusters Score -496910.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -496911.500000 Penalty: 4053.673828
	Iteration 85Q: 3 clusters Score -496911.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -496911.500000 Penalty: 4053.673828
	Iteration 86Q: 3 clusters Score -496911.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -496912.812500 Penalty: 4053.673828
	Iteration 87Q: 3 clusters Score -496912.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -496914.468750 Penalty: 4053.673828
	Iteration 88Q: 3 clusters Score -496914.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -496917.968750 Penalty: 4053.673828
	Iteration 89Q: 3 clusters Score -496918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -496917.937500 Penalty: 4053.673828
	Iteration 90Q: 3 clusters Score -496917.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -496919.593750 Penalty: 4053.673828
	Iteration 91Q: 3 clusters Score -496919.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -496920.750000 Penalty: 4053.673828
	Iteration 92Q: 3 clusters Score -496920.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -496921.843750 Penalty: 4053.673828
	Iteration 93Q: 3 clusters Score -496921.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -496922.656250 Penalty: 4053.673828
	Iteration 94Q: 3 clusters Score -496922.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -496925.406250 Penalty: 4053.673828
	Iteration 95Q: 3 clusters Score -496925.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -496926.750000 Penalty: 4053.673828
	Iteration 96Q: 3 clusters Score -496926.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -496927.281250 Penalty: 4053.673828
	Iteration 97Q: 3 clusters Score -496927.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -496926.718750 Penalty: 4053.673828
	Iteration 98Q: 3 clusters Score -496926.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -496927.687500 Penalty: 4053.673828
	Iteration 99Q: 3 clusters Score -496927.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -496927.687500 Penalty: 4053.673828
	Iteration 100F: 3 clusters Score -496927.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Entering Unmasked Estep 
Score: -243881.609375 Penalty: 1862.586670
	Iteration 0F: 2 clusters Score -243881.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -241443.171875 Penalty: 3725.173340
	Iteration 0F: 3 clusters Score -241443.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -242187.921875 Penalty: 3725.173340
	Iteration 1F: 3 clusters Score -242187.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -242833.125000 Penalty: 3725.173340
	Iteration 2F: 3 clusters Score -242833.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -243488.671875 Penalty: 3725.173340
	Iteration 3F: 3 clusters Score -243488.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -243881.375000 Penalty: 3725.173340
	Iteration 4F: 3 clusters Score -243881.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -244098.593750 Penalty: 3725.173340
	Iteration 5F: 3 clusters Score -244098.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -244182.000000 Penalty: 3725.173340
	Iteration 6Q: 3 clusters Score -244182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -244207.250000 Penalty: 3725.173340
	Iteration 7Q: 3 clusters Score -244207.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -244226.640625 Penalty: 3725.173340
	Iteration 8Q: 3 clusters Score -244226.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -244246.796875 Penalty: 3725.173340
	Iteration 9Q: 3 clusters Score -244246.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -244261.343750 Penalty: 3725.173340
	Iteration 10Q: 3 clusters Score -244261.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -244271.890625 Penalty: 3725.173340
	Iteration 11Q: 3 clusters Score -244271.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -244282.062500 Penalty: 3725.173340
	Iteration 12Q: 3 clusters Score -244282.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -244295.234375 Penalty: 3725.173340
	Iteration 13Q: 3 clusters Score -244295.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -244305.359375 Penalty: 3725.173340
	Iteration 14Q: 3 clusters Score -244305.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -244312.546875 Penalty: 3725.173340
	Iteration 15Q: 3 clusters Score -244312.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -244317.078125 Penalty: 3725.173340
	Iteration 16Q: 3 clusters Score -244317.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -244317.968750 Penalty: 3725.173340
	Iteration 17Q: 3 clusters Score -244318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -244317.968750 Penalty: 3725.173340
	Iteration 18F: 3 clusters Score -244318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 55439 members 
Mstep: Class 3 contains 12447 members 
Mstep: Class 4 contains 42596 members 
Mstep: Class 5 contains 50519 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64538 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134265 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158788 members 
Mstep: Class 14 contains 146223 members 
Mstep: Class 15 contains 48192 members 
Mstep: Class 16 contains 6742 members 
Mstep: Class 17 contains 8685 members 
Mstep: Class 18 contains 2753 members 
Mstep: Class 19 contains 127678 members 
Mstep: Class 20 contains 7749 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66984 members 
Mstep: Class 25 contains 34448 members 
Mstep: Class 26 contains 3543 members 
Mstep: Class 27 contains 1657 members 
Mstep: Class 28 contains 5895 members 
Mstep: Class 29 contains 21540 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
Score: -142940864.000000 Penalty: 110053.570312
Splitting cluster 27 changes total score from -142941776.000000 to -142940864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (5895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Entering Unmasked Estep 
Score: -812250.375000 Penalty: 2153.101318
	Iteration 0F: 2 clusters Score -812250.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -807105.187500 Penalty: 4306.202637
	Iteration 0F: 3 clusters Score -807105.2 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -808409.062500 Penalty: 4306.202637
	Iteration 1F: 3 clusters Score -808409.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -808640.312500 Penalty: 4306.202637
	Iteration 2F: 3 clusters Score -808640.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -808797.750000 Penalty: 4306.202637
	Iteration 3Q: 3 clusters Score -808797.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -808918.437500 Penalty: 4306.202637
	Iteration 4Q: 3 clusters Score -808918.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -809032.375000 Penalty: 4306.202637
	Iteration 5Q: 3 clusters Score -809032.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -809147.875000 Penalty: 4306.202637
	Iteration 6Q: 3 clusters Score -809147.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -809256.875000 Penalty: 4306.202637
	Iteration 7Q: 3 clusters Score -809256.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -809386.875000 Penalty: 4306.202637
	Iteration 8Q: 3 clusters Score -809386.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -809498.375000 Penalty: 4306.202637
	Iteration 9Q: 3 clusters Score -809498.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -809588.125000 Penalty: 4306.202637
	Iteration 10Q: 3 clusters Score -809588.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -809674.437500 Penalty: 4306.202637
	Iteration 11Q: 3 clusters Score -809674.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -809745.125000 Penalty: 4306.202637
	Iteration 12Q: 3 clusters Score -809745.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -809823.562500 Penalty: 4306.202637
	Iteration 13Q: 3 clusters Score -809823.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -809894.625000 Penalty: 4306.202637
	Iteration 14Q: 3 clusters Score -809894.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -809959.437500 Penalty: 4306.202637
	Iteration 15Q: 3 clusters Score -809959.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -810024.000000 Penalty: 4306.202637
	Iteration 16Q: 3 clusters Score -810024 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -810085.062500 Penalty: 4306.202637
	Iteration 17Q: 3 clusters Score -810085.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -810126.250000 Penalty: 4306.202637
	Iteration 18Q: 3 clusters Score -810126.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -810161.687500 Penalty: 4306.202637
	Iteration 19Q: 3 clusters Score -810161.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -810184.562500 Penalty: 4306.202637
	Iteration 20F: 3 clusters Score -810184.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -810206.062500 Penalty: 4306.202637
	Iteration 21Q: 3 clusters Score -810206.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -810226.750000 Penalty: 4306.202637
	Iteration 22Q: 3 clusters Score -810226.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -810239.375000 Penalty: 4306.202637
	Iteration 23Q: 3 clusters Score -810239.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -810251.187500 Penalty: 4306.202637
	Iteration 24Q: 3 clusters Score -810251.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -810259.375000 Penalty: 4306.202637
	Iteration 25Q: 3 clusters Score -810259.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -810266.500000 Penalty: 4306.202637
	Iteration 26Q: 3 clusters Score -810266.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -810269.500000 Penalty: 4306.202637
	Iteration 27Q: 3 clusters Score -810269.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -810269.875000 Penalty: 4306.202637
	Iteration 28Q: 3 clusters Score -810269.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -810270.937500 Penalty: 4306.202637
	Iteration 29Q: 3 clusters Score -810270.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -810273.250000 Penalty: 4306.202637
	Iteration 30Q: 3 clusters Score -810273.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -810273.312500 Penalty: 4306.202637
	Iteration 31Q: 3 clusters Score -810273.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -810274.750000 Penalty: 4306.202637
	Iteration 32Q: 3 clusters Score -810274.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -810275.375000 Penalty: 4306.202637
	Iteration 33Q: 3 clusters Score -810275.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -810278.562500 Penalty: 4306.202637
	Iteration 34Q: 3 clusters Score -810278.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -810280.750000 Penalty: 4306.202637
	Iteration 35Q: 3 clusters Score -810280.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -810281.687500 Penalty: 4306.202637
	Iteration 36Q: 3 clusters Score -810281.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -810284.687500 Penalty: 4306.202637
	Iteration 37Q: 3 clusters Score -810284.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -810284.687500 Penalty: 4306.202637
	Iteration 38Q: 3 clusters Score -810284.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -810285.875000 Penalty: 4306.202637
	Iteration 39Q: 3 clusters Score -810285.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -810287.125000 Penalty: 4306.202637
	Iteration 40F: 3 clusters Score -810287.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -810286.625000 Penalty: 4306.202637
	Iteration 41Q: 3 clusters Score -810286.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -810285.687500 Penalty: 4306.202637
	Iteration 42Q: 3 clusters Score -810285.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -810286.937500 Penalty: 4306.202637
	Iteration 43Q: 3 clusters Score -810286.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -810288.812500 Penalty: 4306.202637
	Iteration 44Q: 3 clusters Score -810288.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -810289.250000 Penalty: 4306.202637
	Iteration 45Q: 3 clusters Score -810289.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -810290.500000 Penalty: 4306.202637
	Iteration 46Q: 3 clusters Score -810290.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -810291.250000 Penalty: 4306.202637
	Iteration 47Q: 3 clusters Score -810291.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -810292.625000 Penalty: 4306.202637
	Iteration 48Q: 3 clusters Score -810292.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -810292.500000 Penalty: 4306.202637
	Iteration 49Q: 3 clusters Score -810292.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -810293.062500 Penalty: 4306.202637
	Iteration 50Q: 3 clusters Score -810293.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -810292.875000 Penalty: 4306.202637
	Iteration 51Q: 3 clusters Score -810292.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -810292.687500 Penalty: 4306.202637
	Iteration 52Q: 3 clusters Score -810292.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -810293.625000 Penalty: 4306.202637
	Iteration 53Q: 3 clusters Score -810293.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -810293.625000 Penalty: 4306.202637
	Iteration 54F: 3 clusters Score -810293.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Entering Unmasked Estep 
Score: -2804493.250000 Penalty: 2474.461426
	Iteration 0F: 2 clusters Score -2804493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2789363.250000 Penalty: 4948.922852
	Iteration 0F: 3 clusters Score -2789363 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2794758.750000 Penalty: 4948.922852
	Iteration 1F: 3 clusters Score -2794759 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2795662.250000 Penalty: 4948.922852
	Iteration 2F: 3 clusters Score -2795662 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2796510.250000 Penalty: 4948.922852
	Iteration 3F: 3 clusters Score -2796510 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2797278.000000 Penalty: 4948.922852
	Iteration 4F: 3 clusters Score -2797278 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2798013.500000 Penalty: 4948.922852
	Iteration 5F: 3 clusters Score -2798014 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2798646.000000 Penalty: 4948.922852
	Iteration 6F: 3 clusters Score -2798646 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2799212.250000 Penalty: 4948.922852
	Iteration 7Q: 3 clusters Score -2799212 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2799726.000000 Penalty: 4948.922852
	Iteration 8Q: 3 clusters Score -2799726 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2800113.500000 Penalty: 4948.922852
	Iteration 9Q: 3 clusters Score -2800114 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2800520.000000 Penalty: 4948.922852
	Iteration 10Q: 3 clusters Score -2800520 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2800856.000000 Penalty: 4948.922852
	Iteration 11Q: 3 clusters Score -2800856 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2801134.500000 Penalty: 4948.922852
	Iteration 12Q: 3 clusters Score -2801134 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2801316.250000 Penalty: 4948.922852
	Iteration 13Q: 3 clusters Score -2801316 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2801449.250000 Penalty: 4948.922852
	Iteration 14Q: 3 clusters Score -2801449 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2801536.750000 Penalty: 4948.922852
	Iteration 15Q: 3 clusters Score -2801537 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2801592.750000 Penalty: 4948.922852
	Iteration 16Q: 3 clusters Score -2801593 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2801633.250000 Penalty: 4948.922852
	Iteration 17Q: 3 clusters Score -2801633 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2801671.000000 Penalty: 4948.922852
	Iteration 18Q: 3 clusters Score -2801671 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2801685.500000 Penalty: 4948.922852
	Iteration 19Q: 3 clusters Score -2801686 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2801711.250000 Penalty: 4948.922852
	Iteration 20F: 3 clusters Score -2801711 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2801731.000000 Penalty: 4948.922852
	Iteration 21Q: 3 clusters Score -2801731 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -2801741.500000 Penalty: 4948.922852
	Iteration 22Q: 3 clusters Score -2801742 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2801755.250000 Penalty: 4948.922852
	Iteration 23Q: 3 clusters Score -2801755 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2801760.000000 Penalty: 4948.922852
	Iteration 24Q: 3 clusters Score -2801760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2801756.500000 Penalty: 4948.922852
	Iteration 25Q: 3 clusters Score -2801756 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2801777.250000 Penalty: 4948.922852
	Iteration 26Q: 3 clusters Score -2801777 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2801784.750000 Penalty: 4948.922852
	Iteration 27Q: 3 clusters Score -2801785 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2801789.250000 Penalty: 4948.922852
	Iteration 28Q: 3 clusters Score -2801789 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2801804.750000 Penalty: 4948.922852
	Iteration 29Q: 3 clusters Score -2801805 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2801811.250000 Penalty: 4948.922852
	Iteration 30Q: 3 clusters Score -2801811 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2801817.250000 Penalty: 4948.922852
	Iteration 31Q: 3 clusters Score -2801817 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2801837.500000 Penalty: 4948.922852
	Iteration 32Q: 3 clusters Score -2801838 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2801835.500000 Penalty: 4948.922852
	Iteration 33Q: 3 clusters Score -2801836 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2801854.750000 Penalty: 4948.922852
	Iteration 34Q: 3 clusters Score -2801855 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2801859.250000 Penalty: 4948.922852
	Iteration 35Q: 3 clusters Score -2801859 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2801863.500000 Penalty: 4948.922852
	Iteration 36Q: 3 clusters Score -2801864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2801871.000000 Penalty: 4948.922852
	Iteration 37Q: 3 clusters Score -2801871 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2801875.500000 Penalty: 4948.922852
	Iteration 38Q: 3 clusters Score -2801876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2801875.250000 Penalty: 4948.922852
	Iteration 39Q: 3 clusters Score -2801875 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2801880.250000 Penalty: 4948.922852
	Iteration 40F: 3 clusters Score -2801880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2801894.250000 Penalty: 4948.922852
	Iteration 41Q: 3 clusters Score -2801894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2801897.250000 Penalty: 4948.922852
	Iteration 42Q: 3 clusters Score -2801897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2801902.500000 Penalty: 4948.922852
	Iteration 43Q: 3 clusters Score -2801902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2801907.250000 Penalty: 4948.922852
	Iteration 44Q: 3 clusters Score -2801907 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2801907.750000 Penalty: 4948.922852
	Iteration 45Q: 3 clusters Score -2801908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2801914.750000 Penalty: 4948.922852
	Iteration 46Q: 3 clusters Score -2801915 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2801926.000000 Penalty: 4948.922852
	Iteration 47Q: 3 clusters Score -2801926 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2801927.000000 Penalty: 4948.922852
	Iteration 48Q: 3 clusters Score -2801927 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2801937.000000 Penalty: 4948.922852
	Iteration 49Q: 3 clusters Score -2801937 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2801947.250000 Penalty: 4948.922852
	Iteration 50Q: 3 clusters Score -2801947 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2801947.000000 Penalty: 4948.922852
	Iteration 51Q: 3 clusters Score -2801947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2801946.500000 Penalty: 4948.922852
	Iteration 52Q: 3 clusters Score -2801946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2801952.750000 Penalty: 4948.922852
	Iteration 53Q: 3 clusters Score -2801953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2801955.500000 Penalty: 4948.922852
	Iteration 54Q: 3 clusters Score -2801956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2801955.000000 Penalty: 4948.922852
	Iteration 55Q: 3 clusters Score -2801955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2801957.000000 Penalty: 4948.922852
	Iteration 56Q: 3 clusters Score -2801957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2801960.250000 Penalty: 4948.922852
	Iteration 57Q: 3 clusters Score -2801960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2801961.250000 Penalty: 4948.922852
	Iteration 58Q: 3 clusters Score -2801961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2801966.250000 Penalty: 4948.922852
	Iteration 59Q: 3 clusters Score -2801966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2801974.500000 Penalty: 4948.922852
	Iteration 60F: 3 clusters Score -2801974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2801972.500000 Penalty: 4948.922852
	Iteration 61Q: 3 clusters Score -2801972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2801981.000000 Penalty: 4948.922852
	Iteration 62Q: 3 clusters Score -2801981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2801988.750000 Penalty: 4948.922852
	Iteration 63Q: 3 clusters Score -2801989 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2801994.000000 Penalty: 4948.922852
	Iteration 64Q: 3 clusters Score -2801994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2801995.000000 Penalty: 4948.922852
	Iteration 65Q: 3 clusters Score -2801995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2801999.250000 Penalty: 4948.922852
	Iteration 66Q: 3 clusters Score -2801999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2802007.750000 Penalty: 4948.922852
	Iteration 67Q: 3 clusters Score -2802008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2802010.500000 Penalty: 4948.922852
	Iteration 68Q: 3 clusters Score -2802010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2802012.500000 Penalty: 4948.922852
	Iteration 69Q: 3 clusters Score -2802012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2802013.750000 Penalty: 4948.922852
	Iteration 70Q: 3 clusters Score -2802014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2802013.750000 Penalty: 4948.922852
	Iteration 71Q: 3 clusters Score -2802014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2802011.000000 Penalty: 4948.922852
	Iteration 72Q: 3 clusters Score -2802011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2802016.750000 Penalty: 4948.922852
	Iteration 73Q: 3 clusters Score -2802017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2802019.750000 Penalty: 4948.922852
	Iteration 74Q: 3 clusters Score -2802020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2802018.500000 Penalty: 4948.922852
	Iteration 75Q: 3 clusters Score -2802018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2802016.750000 Penalty: 4948.922852
	Iteration 76Q: 3 clusters Score -2802017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2802021.000000 Penalty: 4948.922852
	Iteration 77Q: 3 clusters Score -2802021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2802018.500000 Penalty: 4948.922852
	Iteration 78Q: 3 clusters Score -2802018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2802020.500000 Penalty: 4948.922852
	Iteration 79Q: 3 clusters Score -2802020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2802017.750000 Penalty: 4948.922852
	Iteration 80F: 3 clusters Score -2802018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2802017.250000 Penalty: 4948.922852
	Iteration 81Q: 3 clusters Score -2802017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2802018.750000 Penalty: 4948.922852
	Iteration 82Q: 3 clusters Score -2802019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2802017.750000 Penalty: 4948.922852
	Iteration 83Q: 3 clusters Score -2802018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2802016.250000 Penalty: 4948.922852
	Iteration 84Q: 3 clusters Score -2802016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2802017.250000 Penalty: 4948.922852
	Iteration 85Q: 3 clusters Score -2802017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2802020.500000 Penalty: 4948.922852
	Iteration 86Q: 3 clusters Score -2802020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2802020.250000 Penalty: 4948.922852
	Iteration 87Q: 3 clusters Score -2802020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2802027.750000 Penalty: 4948.922852
	Iteration 88Q: 3 clusters Score -2802028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2802040.250000 Penalty: 4948.922852
	Iteration 89Q: 3 clusters Score -2802040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2802035.500000 Penalty: 4948.922852
	Iteration 90Q: 3 clusters Score -2802036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2802044.500000 Penalty: 4948.922852
	Iteration 91Q: 3 clusters Score -2802044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2802039.750000 Penalty: 4948.922852
	Iteration 92Q: 3 clusters Score -2802040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2802056.250000 Penalty: 4948.922852
	Iteration 93Q: 3 clusters Score -2802056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2802053.250000 Penalty: 4948.922852
	Iteration 94Q: 3 clusters Score -2802053 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2802056.000000 Penalty: 4948.922852
	Iteration 95Q: 3 clusters Score -2802056 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2802070.750000 Penalty: 4948.922852
	Iteration 96Q: 3 clusters Score -2802071 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2802074.750000 Penalty: 4948.922852
	Iteration 97Q: 3 clusters Score -2802075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2802083.500000 Penalty: 4948.922852
	Iteration 98Q: 3 clusters Score -2802084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2802086.500000 Penalty: 4948.922852
	Iteration 99Q: 3 clusters Score -2802086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2802085.500000 Penalty: 4948.922852
	Iteration 100F: 3 clusters Score -2802086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2802094.250000 Penalty: 4948.922852
	Iteration 101Q: 3 clusters Score -2802094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2802098.750000 Penalty: 4948.922852
	Iteration 102Q: 3 clusters Score -2802099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2802117.250000 Penalty: 4948.922852
	Iteration 103Q: 3 clusters Score -2802117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2802118.250000 Penalty: 4948.922852
	Iteration 104Q: 3 clusters Score -2802118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2802126.000000 Penalty: 4948.922852
	Iteration 105Q: 3 clusters Score -2802126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2802128.000000 Penalty: 4948.922852
	Iteration 106Q: 3 clusters Score -2802128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2802133.750000 Penalty: 4948.922852
	Iteration 107Q: 3 clusters Score -2802134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2802130.500000 Penalty: 4948.922852
	Iteration 108Q: 3 clusters Score -2802130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2802133.750000 Penalty: 4948.922852
	Iteration 109Q: 3 clusters Score -2802134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2802132.000000 Penalty: 4948.922852
	Iteration 110Q: 3 clusters Score -2802132 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2802139.500000 Penalty: 4948.922852
	Iteration 111Q: 3 clusters Score -2802140 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2802143.250000 Penalty: 4948.922852
	Iteration 112Q: 3 clusters Score -2802143 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2802151.250000 Penalty: 4948.922852
	Iteration 113Q: 3 clusters Score -2802151 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2802169.000000 Penalty: 4948.922852
	Iteration 114Q: 3 clusters Score -2802169 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2802178.250000 Penalty: 4948.922852
	Iteration 115Q: 3 clusters Score -2802178 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2802195.750000 Penalty: 4948.922852
	Iteration 116Q: 3 clusters Score -2802196 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2802205.750000 Penalty: 4948.922852
	Iteration 117Q: 3 clusters Score -2802206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2802213.750000 Penalty: 4948.922852
	Iteration 118Q: 3 clusters Score -2802214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2802222.750000 Penalty: 4948.922852
	Iteration 119Q: 3 clusters Score -2802223 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2802220.750000 Penalty: 4948.922852
	Iteration 120F: 3 clusters Score -2802221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2802230.750000 Penalty: 4948.922852
	Iteration 121Q: 3 clusters Score -2802231 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2802243.000000 Penalty: 4948.922852
	Iteration 122Q: 3 clusters Score -2802243 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2802259.250000 Penalty: 4948.922852
	Iteration 123Q: 3 clusters Score -2802259 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2802265.000000 Penalty: 4948.922852
	Iteration 124Q: 3 clusters Score -2802265 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2802268.250000 Penalty: 4948.922852
	Iteration 125Q: 3 clusters Score -2802268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2802276.500000 Penalty: 4948.922852
	Iteration 126Q: 3 clusters Score -2802276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2802293.500000 Penalty: 4948.922852
	Iteration 127Q: 3 clusters Score -2802294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2802291.750000 Penalty: 4948.922852
	Iteration 128Q: 3 clusters Score -2802292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2802299.000000 Penalty: 4948.922852
	Iteration 129Q: 3 clusters Score -2802299 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2802316.500000 Penalty: 4948.922852
	Iteration 130Q: 3 clusters Score -2802316 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2802324.000000 Penalty: 4948.922852
	Iteration 131Q: 3 clusters Score -2802324 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2802349.000000 Penalty: 4948.922852
	Iteration 132Q: 3 clusters Score -2802349 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2802370.500000 Penalty: 4948.922852
	Iteration 133Q: 3 clusters Score -2802370 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2802384.500000 Penalty: 4948.922852
	Iteration 134Q: 3 clusters Score -2802384 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2802399.000000 Penalty: 4948.922852
	Iteration 135Q: 3 clusters Score -2802399 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2802410.000000 Penalty: 4948.922852
	Iteration 136Q: 3 clusters Score -2802410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2802418.750000 Penalty: 4948.922852
	Iteration 137Q: 3 clusters Score -2802419 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2802435.250000 Penalty: 4948.922852
	Iteration 138Q: 3 clusters Score -2802435 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2802459.250000 Penalty: 4948.922852
	Iteration 139Q: 3 clusters Score -2802459 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2802481.250000 Penalty: 4948.922852
	Iteration 140F: 3 clusters Score -2802481 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2802508.250000 Penalty: 4948.922852
	Iteration 141Q: 3 clusters Score -2802508 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2802519.750000 Penalty: 4948.922852
	Iteration 142Q: 3 clusters Score -2802520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2802541.500000 Penalty: 4948.922852
	Iteration 143Q: 3 clusters Score -2802542 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2802553.500000 Penalty: 4948.922852
	Iteration 144Q: 3 clusters Score -2802554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2802574.000000 Penalty: 4948.922852
	Iteration 145Q: 3 clusters Score -2802574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2802587.250000 Penalty: 4948.922852
	Iteration 146Q: 3 clusters Score -2802587 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2802597.000000 Penalty: 4948.922852
	Iteration 147Q: 3 clusters Score -2802597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2802598.250000 Penalty: 4948.922852
	Iteration 148Q: 3 clusters Score -2802598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2802616.000000 Penalty: 4948.922852
	Iteration 149Q: 3 clusters Score -2802616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2802626.250000 Penalty: 4948.922852
	Iteration 150Q: 3 clusters Score -2802626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2802648.500000 Penalty: 4948.922852
	Iteration 151Q: 3 clusters Score -2802648 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2802653.750000 Penalty: 4948.922852
	Iteration 152Q: 3 clusters Score -2802654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2802679.250000 Penalty: 4948.922852
	Iteration 153Q: 3 clusters Score -2802679 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2802704.000000 Penalty: 4948.922852
	Iteration 154Q: 3 clusters Score -2802704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2802724.500000 Penalty: 4948.922852
	Iteration 155Q: 3 clusters Score -2802724 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2802736.250000 Penalty: 4948.922852
	Iteration 156Q: 3 clusters Score -2802736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2802747.500000 Penalty: 4948.922852
	Iteration 157Q: 3 clusters Score -2802748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2802765.500000 Penalty: 4948.922852
	Iteration 158Q: 3 clusters Score -2802766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2802778.500000 Penalty: 4948.922852
	Iteration 159Q: 3 clusters Score -2802778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2802783.500000 Penalty: 4948.922852
	Iteration 160F: 3 clusters Score -2802784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2802792.250000 Penalty: 4948.922852
	Iteration 161Q: 3 clusters Score -2802792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2802799.500000 Penalty: 4948.922852
	Iteration 162Q: 3 clusters Score -2802800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2802796.250000 Penalty: 4948.922852
	Iteration 163Q: 3 clusters Score -2802796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2802803.500000 Penalty: 4948.922852
	Iteration 164Q: 3 clusters Score -2802804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2802808.250000 Penalty: 4948.922852
	Iteration 165Q: 3 clusters Score -2802808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2802814.250000 Penalty: 4948.922852
	Iteration 166Q: 3 clusters Score -2802814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2802818.500000 Penalty: 4948.922852
	Iteration 167Q: 3 clusters Score -2802818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2802821.750000 Penalty: 4948.922852
	Iteration 168Q: 3 clusters Score -2802822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2802826.000000 Penalty: 4948.922852
	Iteration 169Q: 3 clusters Score -2802826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2802830.250000 Penalty: 4948.922852
	Iteration 170Q: 3 clusters Score -2802830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2802831.000000 Penalty: 4948.922852
	Iteration 171Q: 3 clusters Score -2802831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2802835.750000 Penalty: 4948.922852
	Iteration 172Q: 3 clusters Score -2802836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2802839.000000 Penalty: 4948.922852
	Iteration 173Q: 3 clusters Score -2802839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2802842.000000 Penalty: 4948.922852
	Iteration 174Q: 3 clusters Score -2802842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2802842.250000 Penalty: 4948.922852
	Iteration 175Q: 3 clusters Score -2802842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2802846.250000 Penalty: 4948.922852
	Iteration 176Q: 3 clusters Score -2802846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2802843.750000 Penalty: 4948.922852
	Iteration 177Q: 3 clusters Score -2802844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2802844.500000 Penalty: 4948.922852
	Iteration 178Q: 3 clusters Score -2802844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2802844.500000 Penalty: 4948.922852
	Iteration 179F: 3 clusters Score -2802844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Entering Unmasked Estep 
Score: -351978.156250 Penalty: 1948.463257
	Iteration 0F: 2 clusters Score -351978.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -348984.593750 Penalty: 3896.926514
	Iteration 0F: 3 clusters Score -348984.6 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -349548.937500 Penalty: 3896.926514
	Iteration 1F: 3 clusters Score -349548.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -349666.843750 Penalty: 3896.926514
	Iteration 2F: 3 clusters Score -349666.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -349742.718750 Penalty: 3896.926514
	Iteration 3Q: 3 clusters Score -349742.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -349806.781250 Penalty: 3896.926514
	Iteration 4Q: 3 clusters Score -349806.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -349865.312500 Penalty: 3896.926514
	Iteration 5Q: 3 clusters Score -349865.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -349891.593750 Penalty: 3896.926514
	Iteration 6Q: 3 clusters Score -349891.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -349913.218750 Penalty: 3896.926514
	Iteration 7Q: 3 clusters Score -349913.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -349930.500000 Penalty: 3896.926514
	Iteration 8Q: 3 clusters Score -349930.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -349943.875000 Penalty: 3896.926514
	Iteration 9Q: 3 clusters Score -349943.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -349954.625000 Penalty: 3896.926514
	Iteration 10Q: 3 clusters Score -349954.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -349966.500000 Penalty: 3896.926514
	Iteration 11Q: 3 clusters Score -349966.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -349976.281250 Penalty: 3896.926514
	Iteration 12Q: 3 clusters Score -349976.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -349985.312500 Penalty: 3896.926514
	Iteration 13Q: 3 clusters Score -349985.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -349993.000000 Penalty: 3896.926514
	Iteration 14Q: 3 clusters Score -349993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -350002.062500 Penalty: 3896.926514
	Iteration 15Q: 3 clusters Score -350002.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -350013.250000 Penalty: 3896.926514
	Iteration 16Q: 3 clusters Score -350013.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -350022.187500 Penalty: 3896.926514
	Iteration 17Q: 3 clusters Score -350022.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -350032.812500 Penalty: 3896.926514
	Iteration 18Q: 3 clusters Score -350032.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -350046.312500 Penalty: 3896.926514
	Iteration 19Q: 3 clusters Score -350046.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -350057.968750 Penalty: 3896.926514
	Iteration 20F: 3 clusters Score -350058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -350072.781250 Penalty: 3896.926514
	Iteration 21Q: 3 clusters Score -350072.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -350084.562500 Penalty: 3896.926514
	Iteration 22Q: 3 clusters Score -350084.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -350093.687500 Penalty: 3896.926514
	Iteration 23Q: 3 clusters Score -350093.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -350100.093750 Penalty: 3896.926514
	Iteration 24Q: 3 clusters Score -350100.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -350103.781250 Penalty: 3896.926514
	Iteration 25Q: 3 clusters Score -350103.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -350107.093750 Penalty: 3896.926514
	Iteration 26Q: 3 clusters Score -350107.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -350111.843750 Penalty: 3896.926514
	Iteration 27Q: 3 clusters Score -350111.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -350116.218750 Penalty: 3896.926514
	Iteration 28Q: 3 clusters Score -350116.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -350124.343750 Penalty: 3896.926514
	Iteration 29Q: 3 clusters Score -350124.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -350134.843750 Penalty: 3896.926514
	Iteration 30Q: 3 clusters Score -350134.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -350142.187500 Penalty: 3896.926514
	Iteration 31Q: 3 clusters Score -350142.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -350150.156250 Penalty: 3896.926514
	Iteration 32Q: 3 clusters Score -350150.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -350155.468750 Penalty: 3896.926514
	Iteration 33Q: 3 clusters Score -350155.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -350165.500000 Penalty: 3896.926514
	Iteration 34Q: 3 clusters Score -350165.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -350171.468750 Penalty: 3896.926514
	Iteration 35Q: 3 clusters Score -350171.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -350174.093750 Penalty: 3896.926514
	Iteration 36Q: 3 clusters Score -350174.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -350175.843750 Penalty: 3896.926514
	Iteration 37Q: 3 clusters Score -350175.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -350178.312500 Penalty: 3896.926514
	Iteration 38Q: 3 clusters Score -350178.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -350181.500000 Penalty: 3896.926514
	Iteration 39Q: 3 clusters Score -350181.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -350183.593750 Penalty: 3896.926514
	Iteration 40F: 3 clusters Score -350183.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -350184.156250 Penalty: 3896.926514
	Iteration 41Q: 3 clusters Score -350184.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -350186.906250 Penalty: 3896.926514
	Iteration 42Q: 3 clusters Score -350186.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -350189.250000 Penalty: 3896.926514
	Iteration 43Q: 3 clusters Score -350189.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -350192.000000 Penalty: 3896.926514
	Iteration 44Q: 3 clusters Score -350192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -350192.187500 Penalty: 3896.926514
	Iteration 45Q: 3 clusters Score -350192.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -350193.750000 Penalty: 3896.926514
	Iteration 46Q: 3 clusters Score -350193.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -350194.656250 Penalty: 3896.926514
	Iteration 47Q: 3 clusters Score -350194.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -350194.656250 Penalty: 3896.926514
	Iteration 48F: 3 clusters Score -350194.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -546108.562500 Penalty: 2059.207764
	Iteration 0F: 2 clusters Score -546108.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -542153.437500 Penalty: 4118.415527
	Iteration 0F: 3 clusters Score -542153.4 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -543043.375000 Penalty: 4118.415527
	Iteration 1F: 3 clusters Score -543043.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -543239.500000 Penalty: 4118.415527
	Iteration 2F: 3 clusters Score -543239.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -543322.250000 Penalty: 4118.415527
	Iteration 3Q: 3 clusters Score -543322.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -543382.500000 Penalty: 4118.415527
	Iteration 4Q: 3 clusters Score -543382.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -543427.500000 Penalty: 4118.415527
	Iteration 5Q: 3 clusters Score -543427.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -543461.750000 Penalty: 4118.415527
	Iteration 6Q: 3 clusters Score -543461.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -543486.000000 Penalty: 4118.415527
	Iteration 7Q: 3 clusters Score -543486 nChanged 53
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: -543505.187500 Penalty: 4118.415527
	Iteration 8Q: 3 clusters Score -543505.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -543518.750000 Penalty: 4118.415527
	Iteration 9Q: 3 clusters Score -543518.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -543531.125000 Penalty: 4118.415527
	Iteration 10Q: 3 clusters Score -543531.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -543546.562500 Penalty: 4118.415527
	Iteration 11Q: 3 clusters Score -543546.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -543560.437500 Penalty: 4118.415527
	Iteration 12Q: 3 clusters Score -543560.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -543569.875000 Penalty: 4118.415527
	Iteration 13Q: 3 clusters Score -543569.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -543583.875000 Penalty: 4118.415527
	Iteration 14Q: 3 clusters Score -543583.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -543596.125000 Penalty: 4118.415527
	Iteration 15Q: 3 clusters Score -543596.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -543612.062500 Penalty: 4118.415527
	Iteration 16Q: 3 clusters Score -543612.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -543628.687500 Penalty: 4118.415527
	Iteration 17Q: 3 clusters Score -543628.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -543642.250000 Penalty: 4118.415527
	Iteration 18Q: 3 clusters Score -543642.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -543654.875000 Penalty: 4118.415527
	Iteration 19Q: 3 clusters Score -543654.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -543665.000000 Penalty: 4118.415527
	Iteration 20F: 3 clusters Score -543665 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -543677.000000 Penalty: 4118.415527
	Iteration 21Q: 3 clusters Score -543677 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -543689.437500 Penalty: 4118.415527
	Iteration 22Q: 3 clusters Score -543689.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -543706.750000 Penalty: 4118.415527
	Iteration 23Q: 3 clusters Score -543706.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -543725.562500 Penalty: 4118.415527
	Iteration 24Q: 3 clusters Score -543725.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -543746.625000 Penalty: 4118.415527
	Iteration 25Q: 3 clusters Score -543746.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -543773.375000 Penalty: 4118.415527
	Iteration 26Q: 3 clusters Score -543773.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -543804.500000 Penalty: 4118.415527
	Iteration 27Q: 3 clusters Score -543804.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -543840.125000 Penalty: 4118.415527
	Iteration 28Q: 3 clusters Score -543840.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -543878.875000 Penalty: 4118.415527
	Iteration 29Q: 3 clusters Score -543878.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -543918.437500 Penalty: 4118.415527
	Iteration 30Q: 3 clusters Score -543918.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -543950.000000 Penalty: 4118.415527
	Iteration 31Q: 3 clusters Score -543950 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -543987.687500 Penalty: 4118.415527
	Iteration 32Q: 3 clusters Score -543987.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -544025.625000 Penalty: 4118.415527
	Iteration 33Q: 3 clusters Score -544025.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -544067.812500 Penalty: 4118.415527
	Iteration 34Q: 3 clusters Score -544067.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -544112.812500 Penalty: 4118.415527
	Iteration 35Q: 3 clusters Score -544112.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -544153.250000 Penalty: 4118.415527
	Iteration 36Q: 3 clusters Score -544153.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -544202.375000 Penalty: 4118.415527
	Iteration 37Q: 3 clusters Score -544202.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -544246.875000 Penalty: 4118.415527
	Iteration 38Q: 3 clusters Score -544246.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -544286.937500 Penalty: 4118.415527
	Iteration 39Q: 3 clusters Score -544286.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -544323.000000 Penalty: 4118.415527
	Iteration 40F: 3 clusters Score -544323 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -544352.000000 Penalty: 4118.415527
	Iteration 41Q: 3 clusters Score -544352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -544370.937500 Penalty: 4118.415527
	Iteration 42Q: 3 clusters Score -544370.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -544385.750000 Penalty: 4118.415527
	Iteration 43Q: 3 clusters Score -544385.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -544399.750000 Penalty: 4118.415527
	Iteration 44Q: 3 clusters Score -544399.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -544410.125000 Penalty: 4118.415527
	Iteration 45Q: 3 clusters Score -544410.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -544420.375000 Penalty: 4118.415527
	Iteration 46Q: 3 clusters Score -544420.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -544428.125000 Penalty: 4118.415527
	Iteration 47Q: 3 clusters Score -544428.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -544434.937500 Penalty: 4118.415527
	Iteration 48Q: 3 clusters Score -544434.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -544439.937500 Penalty: 4118.415527
	Iteration 49Q: 3 clusters Score -544439.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -544442.625000 Penalty: 4118.415527
	Iteration 50Q: 3 clusters Score -544442.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -544444.812500 Penalty: 4118.415527
	Iteration 51Q: 3 clusters Score -544444.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -544446.312500 Penalty: 4118.415527
	Iteration 52Q: 3 clusters Score -544446.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -544449.312500 Penalty: 4118.415527
	Iteration 53Q: 3 clusters Score -544449.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -544457.875000 Penalty: 4118.415527
	Iteration 54Q: 3 clusters Score -544457.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -544465.125000 Penalty: 4118.415527
	Iteration 55Q: 3 clusters Score -544465.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -544474.375000 Penalty: 4118.415527
	Iteration 56Q: 3 clusters Score -544474.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -544482.875000 Penalty: 4118.415527
	Iteration 57Q: 3 clusters Score -544482.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -544491.875000 Penalty: 4118.415527
	Iteration 58Q: 3 clusters Score -544491.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -544500.062500 Penalty: 4118.415527
	Iteration 59Q: 3 clusters Score -544500.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -544506.250000 Penalty: 4118.415527
	Iteration 60F: 3 clusters Score -544506.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -544511.062500 Penalty: 4118.415527
	Iteration 61Q: 3 clusters Score -544511.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -544513.750000 Penalty: 4118.415527
	Iteration 62Q: 3 clusters Score -544513.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -544515.875000 Penalty: 4118.415527
	Iteration 63Q: 3 clusters Score -544515.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -544516.812500 Penalty: 4118.415527
	Iteration 64Q: 3 clusters Score -544516.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -544516.812500 Penalty: 4118.415527
	Iteration 65Q: 3 clusters Score -544516.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -544516.812500 Penalty: 4118.415527
	Iteration 66F: 3 clusters Score -544516.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 55439 members 
Mstep: Class 3 contains 12447 members 
Mstep: Class 4 contains 42596 members 
Mstep: Class 5 contains 50519 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64538 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134265 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158788 members 
Mstep: Class 14 contains 146223 members 
Mstep: Class 15 contains 48192 members 
Mstep: Class 16 contains 6742 members 
Mstep: Class 17 contains 8685 members 
Mstep: Class 18 contains 2753 members 
Mstep: Class 19 contains 127678 members 
Mstep: Class 20 contains 7749 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66984 members 
Mstep: Class 25 contains 34448 members 
Mstep: Class 26 contains 3543 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5895 members 
Mstep: Class 29 contains 21540 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941872.000000 Penalty: 106614.398438
Iteration 199Q: 32 clusters Score -1.429419e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 55435 members 
Mstep: Class 3 contains 12446 members 
Mstep: Class 4 contains 42594 members 
Mstep: Class 5 contains 50525 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64531 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134263 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158795 members 
Mstep: Class 14 contains 146238 members 
Mstep: Class 15 contains 48190 members 
Mstep: Class 16 contains 6742 members 
Mstep: Class 17 contains 8682 members 
Mstep: Class 18 contains 2755 members 
Mstep: Class 19 contains 127664 members 
Mstep: Class 20 contains 7749 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66987 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3543 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5895 members 
Mstep: Class 29 contains 21541 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941792.000000 Penalty: 106614.398438
Iteration 200F: 32 clusters Score -1.429418e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 55431 members 
Mstep: Class 3 contains 12447 members 
Mstep: Class 4 contains 42590 members 
Mstep: Class 5 contains 50525 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64524 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134258 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158815 members 
Mstep: Class 14 contains 146252 members 
Mstep: Class 15 contains 48193 members 
Mstep: Class 16 contains 6742 members 
Mstep: Class 17 contains 8683 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 127648 members 
Mstep: Class 20 contains 7749 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66984 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3543 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5895 members 
Mstep: Class 29 contains 21541 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941920.000000 Penalty: 106614.398438
Iteration 201Q: 32 clusters Score -1.429419e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 55428 members 
Mstep: Class 3 contains 12447 members 
Mstep: Class 4 contains 42591 members 
Mstep: Class 5 contains 50524 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64516 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134267 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 158830 members 
Mstep: Class 14 contains 146265 members 
Mstep: Class 15 contains 48195 members 
Mstep: Class 16 contains 6741 members 
Mstep: Class 17 contains 8682 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 127624 members 
Mstep: Class 20 contains 7748 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66981 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3543 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5895 members 
Mstep: Class 29 contains 21542 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941936.000000 Penalty: 106614.398438
Iteration 202Q: 32 clusters Score -1.429419e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 55430 members 
Mstep: Class 3 contains 12448 members 
Mstep: Class 4 contains 42591 members 
Mstep: Class 5 contains 50528 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64505 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134270 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 158852 members 
Mstep: Class 14 contains 146263 members 
Mstep: Class 15 contains 48198 members 
Mstep: Class 16 contains 6740 members 
Mstep: Class 17 contains 8681 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127606 members 
Mstep: Class 20 contains 7747 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66981 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3542 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5895 members 
Mstep: Class 29 contains 21543 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941904.000000 Penalty: 106614.398438
Iteration 203Q: 32 clusters Score -1.429419e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 55431 members 
Mstep: Class 3 contains 12449 members 
Mstep: Class 4 contains 42590 members 
Mstep: Class 5 contains 50531 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64493 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134265 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 158869 members 
Mstep: Class 14 contains 146271 members 
Mstep: Class 15 contains 48200 members 
Mstep: Class 16 contains 6739 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127591 members 
Mstep: Class 20 contains 7747 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66981 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3541 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5896 members 
Mstep: Class 29 contains 21549 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941984.000000 Penalty: 106614.398438
Iteration 204Q: 32 clusters Score -1.42942e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 55429 members 
Mstep: Class 3 contains 12449 members 
Mstep: Class 4 contains 42591 members 
Mstep: Class 5 contains 50531 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64487 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134259 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 158886 members 
Mstep: Class 14 contains 146283 members 
Mstep: Class 15 contains 48201 members 
Mstep: Class 16 contains 6738 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127573 members 
Mstep: Class 20 contains 7747 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66978 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3542 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5896 members 
Mstep: Class 29 contains 21553 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942112.000000 Penalty: 106614.398438
Iteration 205Q: 32 clusters Score -1.429421e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 55426 members 
Mstep: Class 3 contains 12449 members 
Mstep: Class 4 contains 42588 members 
Mstep: Class 5 contains 50532 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64478 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134262 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 158908 members 
Mstep: Class 14 contains 146286 members 
Mstep: Class 15 contains 48203 members 
Mstep: Class 16 contains 6738 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127555 members 
Mstep: Class 20 contains 7746 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66979 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3543 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5896 members 
Mstep: Class 29 contains 21553 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942032.000000 Penalty: 106614.398438
Iteration 206Q: 32 clusters Score -1.42942e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 55425 members 
Mstep: Class 3 contains 12449 members 
Mstep: Class 4 contains 42589 members 
Mstep: Class 5 contains 50534 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64474 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134252 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 158926 members 
Mstep: Class 14 contains 146293 members 
Mstep: Class 15 contains 48202 members 
Mstep: Class 16 contains 6738 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127542 members 
Mstep: Class 20 contains 7746 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66979 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3543 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5897 members 
Mstep: Class 29 contains 21554 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942048.000000 Penalty: 106614.398438
Iteration 207Q: 32 clusters Score -1.42942e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 55425 members 
Mstep: Class 3 contains 12449 members 
Mstep: Class 4 contains 42589 members 
Mstep: Class 5 contains 50536 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64469 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134247 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 158946 members 
Mstep: Class 14 contains 146290 members 
Mstep: Class 15 contains 48200 members 
Mstep: Class 16 contains 6738 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127532 members 
Mstep: Class 20 contains 7746 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66979 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3544 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5897 members 
Mstep: Class 29 contains 21556 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942080.000000 Penalty: 106614.398438
Iteration 208Q: 32 clusters Score -1.429421e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 55426 members 
Mstep: Class 3 contains 12449 members 
Mstep: Class 4 contains 42585 members 
Mstep: Class 5 contains 50539 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64458 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134248 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 158960 members 
Mstep: Class 14 contains 146299 members 
Mstep: Class 15 contains 48199 members 
Mstep: Class 16 contains 6738 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127522 members 
Mstep: Class 20 contains 7746 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66977 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3545 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5898 members 
Mstep: Class 29 contains 21555 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942048.000000 Penalty: 106614.398438
Iteration 209Q: 32 clusters Score -1.42942e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 55426 members 
Mstep: Class 3 contains 12448 members 
Mstep: Class 4 contains 42582 members 
Mstep: Class 5 contains 50538 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64451 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134248 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 158974 members 
Mstep: Class 14 contains 146306 members 
Mstep: Class 15 contains 48199 members 
Mstep: Class 16 contains 6738 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127510 members 
Mstep: Class 20 contains 7746 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66977 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3545 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5899 members 
Mstep: Class 29 contains 21557 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942032.000000 Penalty: 106614.398438
Iteration 210Q: 32 clusters Score -1.42942e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 55426 members 
Mstep: Class 3 contains 12448 members 
Mstep: Class 4 contains 42582 members 
Mstep: Class 5 contains 50543 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64445 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134250 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 158985 members 
Mstep: Class 14 contains 146312 members 
Mstep: Class 15 contains 48198 members 
Mstep: Class 16 contains 6737 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127494 members 
Mstep: Class 20 contains 7746 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66974 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3543 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5900 members 
Mstep: Class 29 contains 21561 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942080.000000 Penalty: 106614.398438
Iteration 211Q: 32 clusters Score -1.429421e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 55426 members 
Mstep: Class 3 contains 12450 members 
Mstep: Class 4 contains 42578 members 
Mstep: Class 5 contains 50543 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64437 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134254 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 159005 members 
Mstep: Class 14 contains 146326 members 
Mstep: Class 15 contains 48199 members 
Mstep: Class 16 contains 6733 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127474 members 
Mstep: Class 20 contains 7746 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66972 members 
Mstep: Class 25 contains 34448 members 
Mstep: Class 26 contains 3541 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5900 members 
Mstep: Class 29 contains 21561 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942096.000000 Penalty: 106614.398438
Iteration 212Q: 32 clusters Score -1.429421e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 55426 members 
Mstep: Class 3 contains 12450 members 
Mstep: Class 4 contains 42574 members 
Mstep: Class 5 contains 50544 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64434 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134258 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 159027 members 
Mstep: Class 14 contains 146329 members 
Mstep: Class 15 contains 48198 members 
Mstep: Class 16 contains 6729 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127462 members 
Mstep: Class 20 contains 7746 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66967 members 
Mstep: Class 25 contains 34447 members 
Mstep: Class 26 contains 3540 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5900 members 
Mstep: Class 29 contains 21561 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942032.000000 Penalty: 106614.398438
Iteration 213Q: 32 clusters Score -1.42942e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 55426 members 
Mstep: Class 3 contains 12451 members 
Mstep: Class 4 contains 42571 members 
Mstep: Class 5 contains 50547 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64431 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134255 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 159045 members 
Mstep: Class 14 contains 146334 members 
Mstep: Class 15 contains 48199 members 
Mstep: Class 16 contains 6725 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127448 members 
Mstep: Class 20 contains 7746 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66965 members 
Mstep: Class 25 contains 34446 members 
Mstep: Class 26 contains 3539 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5900 members 
Mstep: Class 29 contains 21563 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942080.000000 Penalty: 106614.398438
Iteration 214Q: 32 clusters Score -1.429421e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 55425 members 
Mstep: Class 3 contains 12453 members 
Mstep: Class 4 contains 42571 members 
Mstep: Class 5 contains 50550 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64432 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134252 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 159064 members 
Mstep: Class 14 contains 146338 members 
Mstep: Class 15 contains 48198 members 
Mstep: Class 16 contains 6721 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127427 members 
Mstep: Class 20 contains 7746 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66966 members 
Mstep: Class 25 contains 34446 members 
Mstep: Class 26 contains 3537 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5900 members 
Mstep: Class 29 contains 21565 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942032.000000 Penalty: 106614.398438
Iteration 215Q: 32 clusters Score -1.42942e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 55423 members 
Mstep: Class 3 contains 12454 members 
Mstep: Class 4 contains 42569 members 
Mstep: Class 5 contains 50549 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64426 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134250 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 159090 members 
Mstep: Class 14 contains 146335 members 
Mstep: Class 15 contains 48199 members 
Mstep: Class 16 contains 6720 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127418 members 
Mstep: Class 20 contains 7746 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66963 members 
Mstep: Class 25 contains 34446 members 
Mstep: Class 26 contains 3536 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5901 members 
Mstep: Class 29 contains 21566 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941872.000000 Penalty: 106614.398438
Iteration 216Q: 32 clusters Score -1.429419e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 55423 members 
Mstep: Class 3 contains 12455 members 
Mstep: Class 4 contains 42571 members 
Mstep: Class 5 contains 50551 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64423 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134246 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159097 members 
Mstep: Class 14 contains 146337 members 
Mstep: Class 15 contains 48202 members 
Mstep: Class 16 contains 6717 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127419 members 
Mstep: Class 20 contains 7746 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66955 members 
Mstep: Class 25 contains 34446 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5901 members 
Mstep: Class 29 contains 21566 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941824.000000 Penalty: 106614.398438
Iteration 217Q: 32 clusters Score -1.429418e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 55423 members 
Mstep: Class 3 contains 12455 members 
Mstep: Class 4 contains 42572 members 
Mstep: Class 5 contains 50550 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64424 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134247 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 159114 members 
Mstep: Class 14 contains 146337 members 
Mstep: Class 15 contains 48202 members 
Mstep: Class 16 contains 6711 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127410 members 
Mstep: Class 20 contains 7746 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66952 members 
Mstep: Class 25 contains 34447 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 5901 members 
Mstep: Class 29 contains 21564 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941856.000000 Penalty: 106614.398438
Iteration 218Q: 32 clusters Score -1.429419e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 55422 members 
Mstep: Class 3 contains 12454 members 
Mstep: Class 4 contains 42571 members 
Mstep: Class 5 contains 50549 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64423 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134244 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159131 members 
Mstep: Class 14 contains 146338 members 
Mstep: Class 15 contains 48200 members 
Mstep: Class 16 contains 6708 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127404 members 
Mstep: Class 20 contains 7745 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66950 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 5901 members 
Mstep: Class 29 contains 21565 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941792.000000 Penalty: 106614.398438
Iteration 219Q: 32 clusters Score -1.429418e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 55422 members 
Mstep: Class 3 contains 12455 members 
Mstep: Class 4 contains 42570 members 
Mstep: Class 5 contains 50546 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64421 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 134242 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 159151 members 
Mstep: Class 14 contains 146344 members 
Mstep: Class 15 contains 48201 members 
Mstep: Class 16 contains 6704 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127391 members 
Mstep: Class 20 contains 7744 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66947 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 5901 members 
Mstep: Class 29 contains 21564 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941792.000000 Penalty: 106614.398438
Iteration 220F: 32 clusters Score -1.429418e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 55421 members 
Mstep: Class 3 contains 12454 members 
Mstep: Class 4 contains 42567 members 
Mstep: Class 5 contains 50548 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64413 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134247 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 159170 members 
Mstep: Class 14 contains 146342 members 
Mstep: Class 15 contains 48202 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127379 members 
Mstep: Class 20 contains 7743 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66944 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 5901 members 
Mstep: Class 29 contains 21566 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941808.000000 Penalty: 106614.398438
Iteration 221Q: 32 clusters Score -1.429418e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 55418 members 
Mstep: Class 3 contains 12455 members 
Mstep: Class 4 contains 42567 members 
Mstep: Class 5 contains 50549 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64412 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134248 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 159179 members 
Mstep: Class 14 contains 146341 members 
Mstep: Class 15 contains 48204 members 
Mstep: Class 16 contains 6702 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127370 members 
Mstep: Class 20 contains 7742 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66945 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 5901 members 
Mstep: Class 29 contains 21567 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941776.000000 Penalty: 106614.398438
Iteration 222Q: 32 clusters Score -1.429418e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 55415 members 
Mstep: Class 3 contains 12456 members 
Mstep: Class 4 contains 42564 members 
Mstep: Class 5 contains 50554 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64409 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134245 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 159199 members 
Mstep: Class 14 contains 146339 members 
Mstep: Class 15 contains 48208 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127352 members 
Mstep: Class 20 contains 7742 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66946 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 5901 members 
Mstep: Class 29 contains 21568 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941696.000000 Penalty: 106614.398438
Iteration 223Q: 32 clusters Score -1.429417e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 55415 members 
Mstep: Class 3 contains 12456 members 
Mstep: Class 4 contains 42563 members 
Mstep: Class 5 contains 50559 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64403 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134245 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 159210 members 
Mstep: Class 14 contains 146343 members 
Mstep: Class 15 contains 48208 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127337 members 
Mstep: Class 20 contains 7743 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66946 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 5901 members 
Mstep: Class 29 contains 21569 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941840.000000 Penalty: 106614.398438
Iteration 224Q: 32 clusters Score -1.429418e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 55415 members 
Mstep: Class 3 contains 12456 members 
Mstep: Class 4 contains 42562 members 
Mstep: Class 5 contains 50562 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64394 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134245 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 159223 members 
Mstep: Class 14 contains 146346 members 
Mstep: Class 15 contains 48209 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127326 members 
Mstep: Class 20 contains 7743 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66946 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 5901 members 
Mstep: Class 29 contains 21570 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941792.000000 Penalty: 106614.398438
Iteration 225Q: 32 clusters Score -1.429418e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 55415 members 
Mstep: Class 3 contains 12455 members 
Mstep: Class 4 contains 42559 members 
Mstep: Class 5 contains 50563 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64386 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134242 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 159247 members 
Mstep: Class 14 contains 146349 members 
Mstep: Class 15 contains 48208 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127312 members 
Mstep: Class 20 contains 7743 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66946 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 5901 members 
Mstep: Class 29 contains 21571 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941904.000000 Penalty: 106614.398438
Iteration 226Q: 32 clusters Score -1.429419e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 55414 members 
Mstep: Class 3 contains 12455 members 
Mstep: Class 4 contains 42561 members 
Mstep: Class 5 contains 50566 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64382 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134231 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 159268 members 
Mstep: Class 14 contains 146352 members 
Mstep: Class 15 contains 48205 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127303 members 
Mstep: Class 20 contains 7743 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66945 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 5901 members 
Mstep: Class 29 contains 21572 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941824.000000 Penalty: 106614.398438
Iteration 227Q: 32 clusters Score -1.429418e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 55416 members 
Mstep: Class 3 contains 12454 members 
Mstep: Class 4 contains 42557 members 
Mstep: Class 5 contains 50569 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64377 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134221 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 159304 members 
Mstep: Class 14 contains 146352 members 
Mstep: Class 15 contains 48204 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127286 members 
Mstep: Class 20 contains 7743 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66940 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 5901 members 
Mstep: Class 29 contains 21574 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941888.000000 Penalty: 106614.398438
Iteration 228Q: 32 clusters Score -1.429419e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 55417 members 
Mstep: Class 3 contains 12454 members 
Mstep: Class 4 contains 42554 members 
Mstep: Class 5 contains 50570 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64376 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134209 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 159329 members 
Mstep: Class 14 contains 146355 members 
Mstep: Class 15 contains 48203 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127276 members 
Mstep: Class 20 contains 7744 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66937 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 5901 members 
Mstep: Class 29 contains 21573 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941936.000000 Penalty: 106614.398438
Iteration 229Q: 32 clusters Score -1.429419e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 55417 members 
Mstep: Class 3 contains 12454 members 
Mstep: Class 4 contains 42552 members 
Mstep: Class 5 contains 50575 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64375 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134211 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 159346 members 
Mstep: Class 14 contains 146356 members 
Mstep: Class 15 contains 48203 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127258 members 
Mstep: Class 20 contains 7743 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5377 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66935 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3533 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 5901 members 
Mstep: Class 29 contains 21573 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941872.000000 Penalty: 106614.398438
Iteration 230Q: 32 clusters Score -1.429419e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 55417 members 
Mstep: Class 3 contains 12455 members 
Mstep: Class 4 contains 42549 members 
Mstep: Class 5 contains 50583 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64373 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134215 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 159355 members 
Mstep: Class 14 contains 146354 members 
Mstep: Class 15 contains 48201 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127249 members 
Mstep: Class 20 contains 7742 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5377 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66934 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3529 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 5901 members 
Mstep: Class 29 contains 21574 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941904.000000 Penalty: 106614.398438
Iteration 231Q: 32 clusters Score -1.429419e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 55417 members 
Mstep: Class 3 contains 12454 members 
Mstep: Class 4 contains 42546 members 
Mstep: Class 5 contains 50593 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64370 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134218 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 159367 members 
Mstep: Class 14 contains 146352 members 
Mstep: Class 15 contains 48200 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127242 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5377 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66929 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 5901 members 
Mstep: Class 29 contains 21575 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941952.000000 Penalty: 106614.398438
Iteration 232Q: 32 clusters Score -1.42942e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 55416 members 
Mstep: Class 3 contains 12456 members 
Mstep: Class 4 contains 42548 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64366 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134214 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 159380 members 
Mstep: Class 14 contains 146351 members 
Mstep: Class 15 contains 48200 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127230 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5377 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66923 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 5901 members 
Mstep: Class 29 contains 21573 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941888.000000 Penalty: 106614.398438
Iteration 233Q: 32 clusters Score -1.429419e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 55414 members 
Mstep: Class 3 contains 12456 members 
Mstep: Class 4 contains 42546 members 
Mstep: Class 5 contains 50612 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64364 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134206 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 159391 members 
Mstep: Class 14 contains 146352 members 
Mstep: Class 15 contains 48201 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127230 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5377 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66917 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3525 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 5901 members 
Mstep: Class 29 contains 21573 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941808.000000 Penalty: 106614.398438
Iteration 234Q: 32 clusters Score -1.429418e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 55413 members 
Mstep: Class 3 contains 12456 members 
Mstep: Class 4 contains 42546 members 
Mstep: Class 5 contains 50617 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64363 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134191 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 159401 members 
Mstep: Class 14 contains 146351 members 
Mstep: Class 15 contains 48201 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127232 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66915 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 5901 members 
Mstep: Class 29 contains 21576 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941760.000000 Penalty: 106614.398438
Iteration 235Q: 32 clusters Score -1.429418e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 55412 members 
Mstep: Class 3 contains 12456 members 
Mstep: Class 4 contains 42546 members 
Mstep: Class 5 contains 50624 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64365 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134182 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159403 members 
Mstep: Class 14 contains 146352 members 
Mstep: Class 15 contains 48202 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127233 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5377 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66909 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 5901 members 
Mstep: Class 29 contains 21577 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941856.000000 Penalty: 106614.398438
Iteration 236Q: 32 clusters Score -1.429419e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 55411 members 
Mstep: Class 3 contains 12455 members 
Mstep: Class 4 contains 42546 members 
Mstep: Class 5 contains 50627 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64362 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134180 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159406 members 
Mstep: Class 14 contains 146353 members 
Mstep: Class 15 contains 48202 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127238 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66905 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5901 members 
Mstep: Class 29 contains 21576 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941920.000000 Penalty: 106614.398438
Iteration 237Q: 32 clusters Score -1.429419e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 55410 members 
Mstep: Class 3 contains 12455 members 
Mstep: Class 4 contains 42545 members 
Mstep: Class 5 contains 50635 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64361 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134174 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159408 members 
Mstep: Class 14 contains 146353 members 
Mstep: Class 15 contains 48203 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127234 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66904 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 5903 members 
Mstep: Class 29 contains 21577 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941936.000000 Penalty: 106614.398438
Iteration 238Q: 32 clusters Score -1.429419e+08 nChanged 30
Entering ConstructFrom: 
Score: -142941936.000000 Penalty: 106614.398438
Entering ConstructFrom: 
Trying to split cluster 1 (17862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Entering Unmasked Estep 
Score: -2431186.500000 Penalty: 2428.026855
	Iteration 0F: 2 clusters Score -2431186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2418329.000000 Penalty: 4856.053711
	Iteration 0F: 3 clusters Score -2418329 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2422754.500000 Penalty: 4856.053711
	Iteration 1F: 3 clusters Score -2422754 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2423433.250000 Penalty: 4856.053711
	Iteration 2F: 3 clusters Score -2423433 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2424236.500000 Penalty: 4856.053711
	Iteration 3F: 3 clusters Score -2424236 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2425030.500000 Penalty: 4856.053711
	Iteration 4F: 3 clusters Score -2425030 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2425658.500000 Penalty: 4856.053711
	Iteration 5F: 3 clusters Score -2425658 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2426196.750000 Penalty: 4856.053711
	Iteration 6F: 3 clusters Score -2426197 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2426727.000000 Penalty: 4856.053711
	Iteration 7Q: 3 clusters Score -2426727 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2427194.500000 Penalty: 4856.053711
	Iteration 8Q: 3 clusters Score -2427194 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2427629.250000 Penalty: 4856.053711
	Iteration 9Q: 3 clusters Score -2427629 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2428047.750000 Penalty: 4856.053711
	Iteration 10Q: 3 clusters Score -2428048 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2428398.250000 Penalty: 4856.053711
	Iteration 11Q: 3 clusters Score -2428398 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2428627.000000 Penalty: 4856.053711
	Iteration 12Q: 3 clusters Score -2428627 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2428827.000000 Penalty: 4856.053711
	Iteration 13Q: 3 clusters Score -2428827 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2428977.000000 Penalty: 4856.053711
	Iteration 14Q: 3 clusters Score -2428977 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2429141.000000 Penalty: 4856.053711
	Iteration 15Q: 3 clusters Score -2429141 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2429264.500000 Penalty: 4856.053711
	Iteration 16Q: 3 clusters Score -2429264 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2429376.000000 Penalty: 4856.053711
	Iteration 17Q: 3 clusters Score -2429376 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2429452.250000 Penalty: 4856.053711
	Iteration 18Q: 3 clusters Score -2429452 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2429518.750000 Penalty: 4856.053711
	Iteration 19Q: 3 clusters Score -2429519 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2429560.500000 Penalty: 4856.053711
	Iteration 20F: 3 clusters Score -2429560 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2429598.750000 Penalty: 4856.053711
	Iteration 21Q: 3 clusters Score -2429599 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2429625.500000 Penalty: 4856.053711
	Iteration 22Q: 3 clusters Score -2429626 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2429641.500000 Penalty: 4856.053711
	Iteration 23Q: 3 clusters Score -2429642 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2429660.250000 Penalty: 4856.053711
	Iteration 24Q: 3 clusters Score -2429660 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2429667.250000 Penalty: 4856.053711
	Iteration 25Q: 3 clusters Score -2429667 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2429687.750000 Penalty: 4856.053711
	Iteration 26Q: 3 clusters Score -2429688 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2429700.750000 Penalty: 4856.053711
	Iteration 27Q: 3 clusters Score -2429701 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2429703.000000 Penalty: 4856.053711
	Iteration 28Q: 3 clusters Score -2429703 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2429713.000000 Penalty: 4856.053711
	Iteration 29Q: 3 clusters Score -2429713 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2429719.250000 Penalty: 4856.053711
	Iteration 30Q: 3 clusters Score -2429719 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2429726.500000 Penalty: 4856.053711
	Iteration 31Q: 3 clusters Score -2429726 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2429737.000000 Penalty: 4856.053711
	Iteration 32Q: 3 clusters Score -2429737 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2429744.500000 Penalty: 4856.053711
	Iteration 33Q: 3 clusters Score -2429744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2429744.000000 Penalty: 4856.053711
	Iteration 34Q: 3 clusters Score -2429744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2429752.000000 Penalty: 4856.053711
	Iteration 35Q: 3 clusters Score -2429752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2429751.500000 Penalty: 4856.053711
	Iteration 36Q: 3 clusters Score -2429752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2429753.500000 Penalty: 4856.053711
	Iteration 37Q: 3 clusters Score -2429754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2429755.250000 Penalty: 4856.053711
	Iteration 38Q: 3 clusters Score -2429755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2429755.750000 Penalty: 4856.053711
	Iteration 39Q: 3 clusters Score -2429756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2429760.500000 Penalty: 4856.053711
	Iteration 40F: 3 clusters Score -2429760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2429762.500000 Penalty: 4856.053711
	Iteration 41Q: 3 clusters Score -2429762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2429757.750000 Penalty: 4856.053711
	Iteration 42Q: 3 clusters Score -2429758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2429755.750000 Penalty: 4856.053711
	Iteration 43Q: 3 clusters Score -2429756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2429760.000000 Penalty: 4856.053711
	Iteration 44Q: 3 clusters Score -2429760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2429761.750000 Penalty: 4856.053711
	Iteration 45Q: 3 clusters Score -2429762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2429767.750000 Penalty: 4856.053711
	Iteration 46Q: 3 clusters Score -2429768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2429766.000000 Penalty: 4856.053711
	Iteration 47Q: 3 clusters Score -2429766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2429770.250000 Penalty: 4856.053711
	Iteration 48Q: 3 clusters Score -2429770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2429770.000000 Penalty: 4856.053711
	Iteration 49Q: 3 clusters Score -2429770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2429771.000000 Penalty: 4856.053711
	Iteration 50Q: 3 clusters Score -2429771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2429772.750000 Penalty: 4856.053711
	Iteration 51Q: 3 clusters Score -2429773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2429781.250000 Penalty: 4856.053711
	Iteration 52Q: 3 clusters Score -2429781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2429776.000000 Penalty: 4856.053711
	Iteration 53Q: 3 clusters Score -2429776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2429776.000000 Penalty: 4856.053711
	Iteration 54Q: 3 clusters Score -2429776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2429775.500000 Penalty: 4856.053711
	Iteration 55Q: 3 clusters Score -2429776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2429780.750000 Penalty: 4856.053711
	Iteration 56Q: 3 clusters Score -2429781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2429780.750000 Penalty: 4856.053711
	Iteration 57Q: 3 clusters Score -2429781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2429781.250000 Penalty: 4856.053711
	Iteration 58Q: 3 clusters Score -2429781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2429777.000000 Penalty: 4856.053711
	Iteration 59Q: 3 clusters Score -2429777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2429783.000000 Penalty: 4856.053711
	Iteration 60F: 3 clusters Score -2429783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2429789.500000 Penalty: 4856.053711
	Iteration 61Q: 3 clusters Score -2429790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2429788.250000 Penalty: 4856.053711
	Iteration 62Q: 3 clusters Score -2429788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2429784.500000 Penalty: 4856.053711
	Iteration 63Q: 3 clusters Score -2429784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2429787.000000 Penalty: 4856.053711
	Iteration 64Q: 3 clusters Score -2429787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2429787.000000 Penalty: 4856.053711
	Iteration 65F: 3 clusters Score -2429787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (55410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55410 members 
Entering Unmasked Estep 
Score: -7607584.000000 Penalty: 2708.783691
	Iteration 0F: 2 clusters Score -7607584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -7570445.500000 Penalty: 5417.567383
	Iteration 0F: 3 clusters Score -7570446 nChanged 25628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -7584711.000000 Penalty: 5417.567383
	Iteration 1F: 3 clusters Score -7584711 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -7585600.000000 Penalty: 5417.567383
	Iteration 2Q: 3 clusters Score -7585600 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -7586936.000000 Penalty: 5417.567383
	Iteration 3F: 3 clusters Score -7586936 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -7589085.000000 Penalty: 5417.567383
	Iteration 4F: 3 clusters Score -7589085 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -7592228.000000 Penalty: 5417.567383
	Iteration 5F: 3 clusters Score -7592228 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -7595911.500000 Penalty: 5417.567383
	Iteration 6F: 3 clusters Score -7595912 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -7599403.000000 Penalty: 5417.567383
	Iteration 7F: 3 clusters Score -7599403 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -7602036.000000 Penalty: 5417.567383
	Iteration 8F: 3 clusters Score -7602036 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -7603881.000000 Penalty: 5417.567383
	Iteration 9Q: 3 clusters Score -7603881 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -7605208.000000 Penalty: 5417.567383
	Iteration 10Q: 3 clusters Score -7605208 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -7606162.000000 Penalty: 5417.567383
	Iteration 11Q: 3 clusters Score -7606162 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -7606586.000000 Penalty: 5417.567383
	Iteration 12Q: 3 clusters Score -7606586 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -7606923.000000 Penalty: 5417.567383
	Iteration 13Q: 3 clusters Score -7606923 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -7607096.000000 Penalty: 5417.567383
	Iteration 14Q: 3 clusters Score -7607096 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -7607184.000000 Penalty: 5417.567383
	Iteration 15Q: 3 clusters Score -7607184 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -7607262.000000 Penalty: 5417.567383
	Iteration 16Q: 3 clusters Score -7607262 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -7607258.500000 Penalty: 5417.567383
	Iteration 17Q: 3 clusters Score -7607258 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -7607296.000000 Penalty: 5417.567383
	Iteration 18Q: 3 clusters Score -7607296 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -7607319.500000 Penalty: 5417.567383
	Iteration 19Q: 3 clusters Score -7607320 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -7607326.000000 Penalty: 5417.567383
	Iteration 20F: 3 clusters Score -7607326 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -7607350.000000 Penalty: 5417.567383
	Iteration 21Q: 3 clusters Score -7607350 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -7607354.500000 Penalty: 5417.567383
	Iteration 22Q: 3 clusters Score -7607354 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -7607371.000000 Penalty: 5417.567383
	Iteration 23Q: 3 clusters Score -7607371 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -7607357.000000 Penalty: 5417.567383
	Iteration 24Q: 3 clusters Score -7607357 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -7607368.500000 Penalty: 5417.567383
	Iteration 25Q: 3 clusters Score -7607368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -7607372.500000 Penalty: 5417.567383
	Iteration 26Q: 3 clusters Score -7607372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -7607374.500000 Penalty: 5417.567383
	Iteration 27Q: 3 clusters Score -7607374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48763 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -7607379.500000 Penalty: 5417.567383
	Iteration 28Q: 3 clusters Score -7607380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -7607404.000000 Penalty: 5417.567383
	Iteration 29Q: 3 clusters Score -7607404 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -7607396.000000 Penalty: 5417.567383
	Iteration 30Q: 3 clusters Score -7607396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -7607414.500000 Penalty: 5417.567383
	Iteration 31Q: 3 clusters Score -7607414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -7607415.500000 Penalty: 5417.567383
	Iteration 32Q: 3 clusters Score -7607416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -7607421.000000 Penalty: 5417.567383
	Iteration 33Q: 3 clusters Score -7607421 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -7607423.000000 Penalty: 5417.567383
	Iteration 34Q: 3 clusters Score -7607423 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -7607413.000000 Penalty: 5417.567383
	Iteration 35Q: 3 clusters Score -7607413 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -7607427.500000 Penalty: 5417.567383
	Iteration 36Q: 3 clusters Score -7607428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -7607437.500000 Penalty: 5417.567383
	Iteration 37Q: 3 clusters Score -7607438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -7607435.500000 Penalty: 5417.567383
	Iteration 38Q: 3 clusters Score -7607436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -7607436.000000 Penalty: 5417.567383
	Iteration 39Q: 3 clusters Score -7607436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -7607440.500000 Penalty: 5417.567383
	Iteration 40F: 3 clusters Score -7607440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -7607439.500000 Penalty: 5417.567383
	Iteration 41Q: 3 clusters Score -7607440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -7607447.500000 Penalty: 5417.567383
	Iteration 42Q: 3 clusters Score -7607448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -7607444.000000 Penalty: 5417.567383
	Iteration 43Q: 3 clusters Score -7607444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -7607444.500000 Penalty: 5417.567383
	Iteration 44Q: 3 clusters Score -7607444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -7607442.500000 Penalty: 5417.567383
	Iteration 45Q: 3 clusters Score -7607442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49108 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -7607450.500000 Penalty: 5417.567383
	Iteration 46Q: 3 clusters Score -7607450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -7607445.000000 Penalty: 5417.567383
	Iteration 47Q: 3 clusters Score -7607445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -7607449.500000 Penalty: 5417.567383
	Iteration 48Q: 3 clusters Score -7607450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -7607455.000000 Penalty: 5417.567383
	Iteration 49Q: 3 clusters Score -7607455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -7607446.500000 Penalty: 5417.567383
	Iteration 50Q: 3 clusters Score -7607446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -7607440.000000 Penalty: 5417.567383
	Iteration 51Q: 3 clusters Score -7607440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -7607442.500000 Penalty: 5417.567383
	Iteration 52Q: 3 clusters Score -7607442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -7607445.500000 Penalty: 5417.567383
	Iteration 53Q: 3 clusters Score -7607446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -7607459.500000 Penalty: 5417.567383
	Iteration 54Q: 3 clusters Score -7607460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -7607449.000000 Penalty: 5417.567383
	Iteration 55Q: 3 clusters Score -7607449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -7607446.000000 Penalty: 5417.567383
	Iteration 56Q: 3 clusters Score -7607446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -7607448.500000 Penalty: 5417.567383
	Iteration 57Q: 3 clusters Score -7607448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -7607453.000000 Penalty: 5417.567383
	Iteration 58Q: 3 clusters Score -7607453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -7607462.000000 Penalty: 5417.567383
	Iteration 59Q: 3 clusters Score -7607462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -7607460.500000 Penalty: 5417.567383
	Iteration 60F: 3 clusters Score -7607460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -7607467.000000 Penalty: 5417.567383
	Iteration 61Q: 3 clusters Score -7607467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -7607462.500000 Penalty: 5417.567383
	Iteration 62Q: 3 clusters Score -7607462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -7607457.000000 Penalty: 5417.567383
	Iteration 63Q: 3 clusters Score -7607457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -7607456.000000 Penalty: 5417.567383
	Iteration 64Q: 3 clusters Score -7607456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -7607456.000000 Penalty: 5417.567383
	Iteration 65F: 3 clusters Score -7607456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Entering Unmasked Estep 
Score: -1669213.625000 Penalty: 2338.609619
	Iteration 0F: 2 clusters Score -1669214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1659974.375000 Penalty: 4677.219238
	Iteration 0F: 3 clusters Score -1659974 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1663146.500000 Penalty: 4677.219238
	Iteration 1F: 3 clusters Score -1663146 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1664051.125000 Penalty: 4677.219238
	Iteration 2F: 3 clusters Score -1664051 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1665020.000000 Penalty: 4677.219238
	Iteration 3F: 3 clusters Score -1665020 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1665885.500000 Penalty: 4677.219238
	Iteration 4F: 3 clusters Score -1665886 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1666428.625000 Penalty: 4677.219238
	Iteration 5F: 3 clusters Score -1666429 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1666744.750000 Penalty: 4677.219238
	Iteration 6Q: 3 clusters Score -1666745 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1666954.000000 Penalty: 4677.219238
	Iteration 7Q: 3 clusters Score -1666954 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1667103.375000 Penalty: 4677.219238
	Iteration 8Q: 3 clusters Score -1667103 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1667203.000000 Penalty: 4677.219238
	Iteration 9Q: 3 clusters Score -1667203 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1667280.125000 Penalty: 4677.219238
	Iteration 10Q: 3 clusters Score -1667280 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1667349.750000 Penalty: 4677.219238
	Iteration 11Q: 3 clusters Score -1667350 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1667431.750000 Penalty: 4677.219238
	Iteration 12Q: 3 clusters Score -1667432 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1667510.500000 Penalty: 4677.219238
	Iteration 13Q: 3 clusters Score -1667510 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1667604.250000 Penalty: 4677.219238
	Iteration 14Q: 3 clusters Score -1667604 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1667704.875000 Penalty: 4677.219238
	Iteration 15Q: 3 clusters Score -1667705 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1667796.375000 Penalty: 4677.219238
	Iteration 16Q: 3 clusters Score -1667796 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1667913.375000 Penalty: 4677.219238
	Iteration 17Q: 3 clusters Score -1667913 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1668020.000000 Penalty: 4677.219238
	Iteration 18Q: 3 clusters Score -1668020 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1668124.375000 Penalty: 4677.219238
	Iteration 19Q: 3 clusters Score -1668124 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1668239.000000 Penalty: 4677.219238
	Iteration 20F: 3 clusters Score -1668239 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1668326.125000 Penalty: 4677.219238
	Iteration 21Q: 3 clusters Score -1668326 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1668419.750000 Penalty: 4677.219238
	Iteration 22Q: 3 clusters Score -1668420 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1668521.000000 Penalty: 4677.219238
	Iteration 23Q: 3 clusters Score -1668521 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1668601.750000 Penalty: 4677.219238
	Iteration 24Q: 3 clusters Score -1668602 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1668669.750000 Penalty: 4677.219238
	Iteration 25Q: 3 clusters Score -1668670 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1668715.500000 Penalty: 4677.219238
	Iteration 26Q: 3 clusters Score -1668716 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1668754.625000 Penalty: 4677.219238
	Iteration 27Q: 3 clusters Score -1668755 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1668796.625000 Penalty: 4677.219238
	Iteration 28Q: 3 clusters Score -1668797 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1668834.500000 Penalty: 4677.219238
	Iteration 29Q: 3 clusters Score -1668834 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1668867.750000 Penalty: 4677.219238
	Iteration 30Q: 3 clusters Score -1668868 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1668900.750000 Penalty: 4677.219238
	Iteration 31Q: 3 clusters Score -1668901 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1668937.250000 Penalty: 4677.219238
	Iteration 32Q: 3 clusters Score -1668937 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1668979.000000 Penalty: 4677.219238
	Iteration 33Q: 3 clusters Score -1668979 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1669011.250000 Penalty: 4677.219238
	Iteration 34Q: 3 clusters Score -1669011 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1669053.375000 Penalty: 4677.219238
	Iteration 35Q: 3 clusters Score -1669053 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1669083.750000 Penalty: 4677.219238
	Iteration 36Q: 3 clusters Score -1669084 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1669113.750000 Penalty: 4677.219238
	Iteration 37Q: 3 clusters Score -1669114 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1669150.750000 Penalty: 4677.219238
	Iteration 38Q: 3 clusters Score -1669151 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1669176.875000 Penalty: 4677.219238
	Iteration 39Q: 3 clusters Score -1669177 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1669212.375000 Penalty: 4677.219238
	Iteration 40F: 3 clusters Score -1669212 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1669229.125000 Penalty: 4677.219238
	Iteration 41Q: 3 clusters Score -1669229 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1669254.000000 Penalty: 4677.219238
	Iteration 42Q: 3 clusters Score -1669254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1669266.000000 Penalty: 4677.219238
	Iteration 43Q: 3 clusters Score -1669266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1669275.750000 Penalty: 4677.219238
	Iteration 44Q: 3 clusters Score -1669276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1669281.125000 Penalty: 4677.219238
	Iteration 45Q: 3 clusters Score -1669281 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1669283.125000 Penalty: 4677.219238
	Iteration 46Q: 3 clusters Score -1669283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1669284.250000 Penalty: 4677.219238
	Iteration 47Q: 3 clusters Score -1669284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1669292.125000 Penalty: 4677.219238
	Iteration 48Q: 3 clusters Score -1669292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1669296.625000 Penalty: 4677.219238
	Iteration 49Q: 3 clusters Score -1669297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1669295.375000 Penalty: 4677.219238
	Iteration 50Q: 3 clusters Score -1669295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1669303.250000 Penalty: 4677.219238
	Iteration 51Q: 3 clusters Score -1669303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1669305.875000 Penalty: 4677.219238
	Iteration 52Q: 3 clusters Score -1669306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1669304.750000 Penalty: 4677.219238
	Iteration 53Q: 3 clusters Score -1669305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1669306.000000 Penalty: 4677.219238
	Iteration 54Q: 3 clusters Score -1669306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1669305.375000 Penalty: 4677.219238
	Iteration 55Q: 3 clusters Score -1669305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1669307.375000 Penalty: 4677.219238
	Iteration 56Q: 3 clusters Score -1669307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1669307.125000 Penalty: 4677.219238
	Iteration 57Q: 3 clusters Score -1669307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1669308.500000 Penalty: 4677.219238
	Iteration 58Q: 3 clusters Score -1669308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1669310.125000 Penalty: 4677.219238
	Iteration 59Q: 3 clusters Score -1669310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1669314.750000 Penalty: 4677.219238
	Iteration 60F: 3 clusters Score -1669315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1669315.000000 Penalty: 4677.219238
	Iteration 61Q: 3 clusters Score -1669315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1669316.625000 Penalty: 4677.219238
	Iteration 62Q: 3 clusters Score -1669317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1669319.000000 Penalty: 4677.219238
	Iteration 63Q: 3 clusters Score -1669319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1669320.625000 Penalty: 4677.219238
	Iteration 64Q: 3 clusters Score -1669321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1669325.250000 Penalty: 4677.219238
	Iteration 65Q: 3 clusters Score -1669325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1669327.250000 Penalty: 4677.219238
	Iteration 66Q: 3 clusters Score -1669327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1669323.125000 Penalty: 4677.219238
	Iteration 67Q: 3 clusters Score -1669323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1669326.500000 Penalty: 4677.219238
	Iteration 68Q: 3 clusters Score -1669326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1669328.000000 Penalty: 4677.219238
	Iteration 69Q: 3 clusters Score -1669328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1669335.375000 Penalty: 4677.219238
	Iteration 70Q: 3 clusters Score -1669335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1669335.375000 Penalty: 4677.219238
	Iteration 71Q: 3 clusters Score -1669335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1669334.875000 Penalty: 4677.219238
	Iteration 72Q: 3 clusters Score -1669335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1669334.875000 Penalty: 4677.219238
	Iteration 73Q: 3 clusters Score -1669335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1669331.625000 Penalty: 4677.219238
	Iteration 74Q: 3 clusters Score -1669332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1669331.625000 Penalty: 4677.219238
	Iteration 75F: 3 clusters Score -1669332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 55410 members 
Mstep: Class 3 contains 9771 members 
Mstep: Class 4 contains 42543 members 
Mstep: Class 5 contains 50637 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64359 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134173 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159410 members 
Mstep: Class 14 contains 146356 members 
Mstep: Class 15 contains 48203 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127233 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66903 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 5903 members 
Mstep: Class 29 contains 21577 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Mstep: Class 32 contains 2684 members 
Entering Unmasked Estep 
Score: -142940944.000000 Penalty: 110053.570312
Splitting cluster 3 changes total score from -142941936.000000 to -142940944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (42543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Entering Unmasked Estep 
Score: -5752474.500000 Penalty: 2643.251221
	Iteration 0F: 2 clusters Score -5752474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -5723592.500000 Penalty: 5286.502441
	Iteration 0F: 3 clusters Score -5723592 nChanged 19690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -5734387.000000 Penalty: 5286.502441
	Iteration 1F: 3 clusters Score -5734387 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -5734852.000000 Penalty: 5286.502441
	Iteration 2Q: 3 clusters Score -5734852 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -5735238.000000 Penalty: 5286.502441
	Iteration 3Q: 3 clusters Score -5735238 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -5735600.500000 Penalty: 5286.502441
	Iteration 4Q: 3 clusters Score -5735600 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -5736066.500000 Penalty: 5286.502441
	Iteration 5Q: 3 clusters Score -5736066 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -5736665.000000 Penalty: 5286.502441
	Iteration 6Q: 3 clusters Score -5736665 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -5737606.500000 Penalty: 5286.502441
	Iteration 7Q: 3 clusters Score -5737606 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -5739089.000000 Penalty: 5286.502441
	Iteration 8F: 3 clusters Score -5739089 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -5741224.000000 Penalty: 5286.502441
	Iteration 9F: 3 clusters Score -5741224 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -5743927.500000 Penalty: 5286.502441
	Iteration 10F: 3 clusters Score -5743928 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -5746600.000000 Penalty: 5286.502441
	Iteration 11F: 3 clusters Score -5746600 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -5748372.000000 Penalty: 5286.502441
	Iteration 12Q: 3 clusters Score -5748372 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5749301.000000 Penalty: 5286.502441
	Iteration 13Q: 3 clusters Score -5749301 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5749772.000000 Penalty: 5286.502441
	Iteration 14Q: 3 clusters Score -5749772 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5750030.500000 Penalty: 5286.502441
	Iteration 15Q: 3 clusters Score -5750030 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5750161.500000 Penalty: 5286.502441
	Iteration 16Q: 3 clusters Score -5750162 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5750249.000000 Penalty: 5286.502441
	Iteration 17Q: 3 clusters Score -5750249 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5750316.000000 Penalty: 5286.502441
	Iteration 18Q: 3 clusters Score -5750316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5750347.500000 Penalty: 5286.502441
	Iteration 19Q: 3 clusters Score -5750348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5750362.500000 Penalty: 5286.502441
	Iteration 20F: 3 clusters Score -5750362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5750388.500000 Penalty: 5286.502441
	Iteration 21Q: 3 clusters Score -5750388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5750395.000000 Penalty: 5286.502441
	Iteration 22Q: 3 clusters Score -5750395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5750406.000000 Penalty: 5286.502441
	Iteration 23Q: 3 clusters Score -5750406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5750411.000000 Penalty: 5286.502441
	Iteration 24Q: 3 clusters Score -5750411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5750425.500000 Penalty: 5286.502441
	Iteration 25Q: 3 clusters Score -5750426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5750432.500000 Penalty: 5286.502441
	Iteration 26Q: 3 clusters Score -5750432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5750429.000000 Penalty: 5286.502441
	Iteration 27Q: 3 clusters Score -5750429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5750437.000000 Penalty: 5286.502441
	Iteration 28Q: 3 clusters Score -5750437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5750439.500000 Penalty: 5286.502441
	Iteration 29Q: 3 clusters Score -5750440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5750440.000000 Penalty: 5286.502441
	Iteration 30Q: 3 clusters Score -5750440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5750436.000000 Penalty: 5286.502441
	Iteration 31Q: 3 clusters Score -5750436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5750435.500000 Penalty: 5286.502441
	Iteration 32Q: 3 clusters Score -5750436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5750436.000000 Penalty: 5286.502441
	Iteration 33Q: 3 clusters Score -5750436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5750432.500000 Penalty: 5286.502441
	Iteration 34Q: 3 clusters Score -5750432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5750432.500000 Penalty: 5286.502441
	Iteration 35F: 3 clusters Score -5750432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Entering Unmasked Estep 
Score: -7108406.500000 Penalty: 2686.444580
	Iteration 0F: 2 clusters Score -7108406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -7074383.500000 Penalty: 5372.889160
	Iteration 0F: 3 clusters Score -7074384 nChanged 23393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -7087405.000000 Penalty: 5372.889160
	Iteration 1F: 3 clusters Score -7087405 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -7088046.000000 Penalty: 5372.889160
	Iteration 2Q: 3 clusters Score -7088046 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -7088722.000000 Penalty: 5372.889160
	Iteration 3Q: 3 clusters Score -7088722 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -7089523.500000 Penalty: 5372.889160
	Iteration 4Q: 3 clusters Score -7089524 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -7090458.500000 Penalty: 5372.889160
	Iteration 5Q: 3 clusters Score -7090458 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -7091516.000000 Penalty: 5372.889160
	Iteration 6Q: 3 clusters Score -7091516 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -7092780.500000 Penalty: 5372.889160
	Iteration 7Q: 3 clusters Score -7092780 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -7094278.000000 Penalty: 5372.889160
	Iteration 8Q: 3 clusters Score -7094278 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -7096100.000000 Penalty: 5372.889160
	Iteration 9F: 3 clusters Score -7096100 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -7097912.500000 Penalty: 5372.889160
	Iteration 10F: 3 clusters Score -7097912 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -7099171.500000 Penalty: 5372.889160
	Iteration 11Q: 3 clusters Score -7099172 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -7099802.000000 Penalty: 5372.889160
	Iteration 12Q: 3 clusters Score -7099802 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -7100044.000000 Penalty: 5372.889160
	Iteration 13Q: 3 clusters Score -7100044 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -7100240.000000 Penalty: 5372.889160
	Iteration 14Q: 3 clusters Score -7100240 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -7100442.000000 Penalty: 5372.889160
	Iteration 15Q: 3 clusters Score -7100442 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -7100560.000000 Penalty: 5372.889160
	Iteration 16Q: 3 clusters Score -7100560 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -7100687.000000 Penalty: 5372.889160
	Iteration 17Q: 3 clusters Score -7100687 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -7100851.500000 Penalty: 5372.889160
	Iteration 18Q: 3 clusters Score -7100852 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -7100936.500000 Penalty: 5372.889160
	Iteration 19Q: 3 clusters Score -7100936 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -7101099.500000 Penalty: 5372.889160
	Iteration 20F: 3 clusters Score -7101100 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -7101281.500000 Penalty: 5372.889160
	Iteration 21Q: 3 clusters Score -7101282 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -7101467.000000 Penalty: 5372.889160
	Iteration 22Q: 3 clusters Score -7101467 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -7101631.000000 Penalty: 5372.889160
	Iteration 23Q: 3 clusters Score -7101631 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -7101762.000000 Penalty: 5372.889160
	Iteration 24Q: 3 clusters Score -7101762 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -7101901.000000 Penalty: 5372.889160
	Iteration 25Q: 3 clusters Score -7101901 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -7102013.500000 Penalty: 5372.889160
	Iteration 26Q: 3 clusters Score -7102014 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -7102131.500000 Penalty: 5372.889160
	Iteration 27Q: 3 clusters Score -7102132 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -7102228.500000 Penalty: 5372.889160
	Iteration 28Q: 3 clusters Score -7102228 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -7102368.000000 Penalty: 5372.889160
	Iteration 29Q: 3 clusters Score -7102368 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -7102451.500000 Penalty: 5372.889160
	Iteration 30Q: 3 clusters Score -7102452 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -7102561.500000 Penalty: 5372.889160
	Iteration 31Q: 3 clusters Score -7102562 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -7102688.500000 Penalty: 5372.889160
	Iteration 32Q: 3 clusters Score -7102688 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -7102805.000000 Penalty: 5372.889160
	Iteration 33Q: 3 clusters Score -7102805 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -7102899.000000 Penalty: 5372.889160
	Iteration 34Q: 3 clusters Score -7102899 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -7102969.000000 Penalty: 5372.889160
	Iteration 35Q: 3 clusters Score -7102969 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -7103114.500000 Penalty: 5372.889160
	Iteration 36Q: 3 clusters Score -7103114 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -7103237.500000 Penalty: 5372.889160
	Iteration 37Q: 3 clusters Score -7103238 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -7103350.000000 Penalty: 5372.889160
	Iteration 38Q: 3 clusters Score -7103350 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -7103481.500000 Penalty: 5372.889160
	Iteration 39Q: 3 clusters Score -7103482 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -7103614.000000 Penalty: 5372.889160
	Iteration 40F: 3 clusters Score -7103614 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -7103704.500000 Penalty: 5372.889160
	Iteration 41Q: 3 clusters Score -7103704 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -7103848.500000 Penalty: 5372.889160
	Iteration 42Q: 3 clusters Score -7103848 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -7103966.000000 Penalty: 5372.889160
	Iteration 43Q: 3 clusters Score -7103966 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -7104063.500000 Penalty: 5372.889160
	Iteration 44Q: 3 clusters Score -7104064 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -7104144.000000 Penalty: 5372.889160
	Iteration 45Q: 3 clusters Score -7104144 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -7104214.000000 Penalty: 5372.889160
	Iteration 46Q: 3 clusters Score -7104214 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -7104290.000000 Penalty: 5372.889160
	Iteration 47Q: 3 clusters Score -7104290 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -7104363.000000 Penalty: 5372.889160
	Iteration 48Q: 3 clusters Score -7104363 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -7104499.500000 Penalty: 5372.889160
	Iteration 49Q: 3 clusters Score -7104500 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -7104621.500000 Penalty: 5372.889160
	Iteration 50Q: 3 clusters Score -7104622 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 42834 members 
Entering Unmasked Estep 
Score: -7104698.500000 Penalty: 5372.889160
	Iteration 51Q: 3 clusters Score -7104698 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -7104787.000000 Penalty: 5372.889160
	Iteration 52Q: 3 clusters Score -7104787 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -7104915.000000 Penalty: 5372.889160
	Iteration 53Q: 3 clusters Score -7104915 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -7105011.000000 Penalty: 5372.889160
	Iteration 54Q: 3 clusters Score -7105011 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -7105089.000000 Penalty: 5372.889160
	Iteration 55Q: 3 clusters Score -7105089 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -7105157.500000 Penalty: 5372.889160
	Iteration 56Q: 3 clusters Score -7105158 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -7105219.000000 Penalty: 5372.889160
	Iteration 57Q: 3 clusters Score -7105219 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -7105294.000000 Penalty: 5372.889160
	Iteration 58Q: 3 clusters Score -7105294 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -7105335.500000 Penalty: 5372.889160
	Iteration 59Q: 3 clusters Score -7105336 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -7105393.000000 Penalty: 5372.889160
	Iteration 60F: 3 clusters Score -7105393 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -7105457.500000 Penalty: 5372.889160
	Iteration 61Q: 3 clusters Score -7105458 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -7105494.000000 Penalty: 5372.889160
	Iteration 62Q: 3 clusters Score -7105494 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -7105552.500000 Penalty: 5372.889160
	Iteration 63Q: 3 clusters Score -7105552 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -7105601.500000 Penalty: 5372.889160
	Iteration 64Q: 3 clusters Score -7105602 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -7105668.000000 Penalty: 5372.889160
	Iteration 65Q: 3 clusters Score -7105668 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -7105731.500000 Penalty: 5372.889160
	Iteration 66Q: 3 clusters Score -7105732 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -7105787.000000 Penalty: 5372.889160
	Iteration 67Q: 3 clusters Score -7105787 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -7105847.500000 Penalty: 5372.889160
	Iteration 68Q: 3 clusters Score -7105848 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -7105917.000000 Penalty: 5372.889160
	Iteration 69Q: 3 clusters Score -7105917 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -7105936.500000 Penalty: 5372.889160
	Iteration 70Q: 3 clusters Score -7105936 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -7105964.500000 Penalty: 5372.889160
	Iteration 71Q: 3 clusters Score -7105964 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -7106000.500000 Penalty: 5372.889160
	Iteration 72Q: 3 clusters Score -7106000 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -7106025.500000 Penalty: 5372.889160
	Iteration 73Q: 3 clusters Score -7106026 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 47882 members 
Entering Unmasked Estep 
Score: -7106042.500000 Penalty: 5372.889160
	Iteration 74Q: 3 clusters Score -7106042 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -7106063.500000 Penalty: 5372.889160
	Iteration 75Q: 3 clusters Score -7106064 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -7106067.500000 Penalty: 5372.889160
	Iteration 76Q: 3 clusters Score -7106068 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -7106112.500000 Penalty: 5372.889160
	Iteration 77Q: 3 clusters Score -7106112 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -7106132.500000 Penalty: 5372.889160
	Iteration 78Q: 3 clusters Score -7106132 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -7106144.500000 Penalty: 5372.889160
	Iteration 79Q: 3 clusters Score -7106144 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -7106147.000000 Penalty: 5372.889160
	Iteration 80F: 3 clusters Score -7106147 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -7106146.000000 Penalty: 5372.889160
	Iteration 81Q: 3 clusters Score -7106146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -7106162.500000 Penalty: 5372.889160
	Iteration 82Q: 3 clusters Score -7106162 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -7106153.000000 Penalty: 5372.889160
	Iteration 83Q: 3 clusters Score -7106153 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -7106175.000000 Penalty: 5372.889160
	Iteration 84Q: 3 clusters Score -7106175 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -7106183.500000 Penalty: 5372.889160
	Iteration 85Q: 3 clusters Score -7106184 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -7106185.500000 Penalty: 5372.889160
	Iteration 86Q: 3 clusters Score -7106186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -7106199.500000 Penalty: 5372.889160
	Iteration 87Q: 3 clusters Score -7106200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 48658 members 
Entering Unmasked Estep 
Score: -7106210.000000 Penalty: 5372.889160
	Iteration 88Q: 3 clusters Score -7106210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
Score: -7106215.000000 Penalty: 5372.889160
	Iteration 89Q: 3 clusters Score -7106215 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -7106220.500000 Penalty: 5372.889160
	Iteration 90Q: 3 clusters Score -7106220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -7106227.000000 Penalty: 5372.889160
	Iteration 91Q: 3 clusters Score -7106227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 48808 members 
Entering Unmasked Estep 
Score: -7106237.000000 Penalty: 5372.889160
	Iteration 92Q: 3 clusters Score -7106237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 48832 members 
Entering Unmasked Estep 
Score: -7106246.000000 Penalty: 5372.889160
	Iteration 93Q: 3 clusters Score -7106246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
Score: -7106248.000000 Penalty: 5372.889160
	Iteration 94Q: 3 clusters Score -7106248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -7106246.500000 Penalty: 5372.889160
	Iteration 95Q: 3 clusters Score -7106246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -7106242.500000 Penalty: 5372.889160
	Iteration 96Q: 3 clusters Score -7106242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -7106254.000000 Penalty: 5372.889160
	Iteration 97Q: 3 clusters Score -7106254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -7106254.500000 Penalty: 5372.889160
	Iteration 98Q: 3 clusters Score -7106254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -7106260.000000 Penalty: 5372.889160
	Iteration 99Q: 3 clusters Score -7106260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 48945 members 
Entering Unmasked Estep 
Score: -7106258.500000 Penalty: 5372.889160
	Iteration 100F: 3 clusters Score -7106258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -7106264.000000 Penalty: 5372.889160
	Iteration 101Q: 3 clusters Score -7106264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 48973 members 
Entering Unmasked Estep 
Score: -7106270.500000 Penalty: 5372.889160
	Iteration 102Q: 3 clusters Score -7106270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -7106277.000000 Penalty: 5372.889160
	Iteration 103Q: 3 clusters Score -7106277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -7106274.000000 Penalty: 5372.889160
	Iteration 104Q: 3 clusters Score -7106274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -7106276.000000 Penalty: 5372.889160
	Iteration 105Q: 3 clusters Score -7106276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -7106274.000000 Penalty: 5372.889160
	Iteration 106Q: 3 clusters Score -7106274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -7106271.500000 Penalty: 5372.889160
	Iteration 107Q: 3 clusters Score -7106272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -7106273.000000 Penalty: 5372.889160
	Iteration 108Q: 3 clusters Score -7106273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -7106274.500000 Penalty: 5372.889160
	Iteration 109Q: 3 clusters Score -7106274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -7106276.000000 Penalty: 5372.889160
	Iteration 110Q: 3 clusters Score -7106276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -7106272.000000 Penalty: 5372.889160
	Iteration 111Q: 3 clusters Score -7106272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -7106271.500000 Penalty: 5372.889160
	Iteration 112Q: 3 clusters Score -7106272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -7106272.500000 Penalty: 5372.889160
	Iteration 113Q: 3 clusters Score -7106272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -7106272.500000 Penalty: 5372.889160
	Iteration 114Q: 3 clusters Score -7106272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -7106271.000000 Penalty: 5372.889160
	Iteration 115Q: 3 clusters Score -7106271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -7106279.000000 Penalty: 5372.889160
	Iteration 116Q: 3 clusters Score -7106279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 49045 members 
Entering Unmasked Estep 
Score: -7106275.500000 Penalty: 5372.889160
	Iteration 117Q: 3 clusters Score -7106276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -7106275.000000 Penalty: 5372.889160
	Iteration 118Q: 3 clusters Score -7106275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -7106275.000000 Penalty: 5372.889160
	Iteration 119F: 3 clusters Score -7106275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -112777.250000 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -112777.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -110960.468750 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -110960.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -111240.578125 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -111240.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -111348.296875 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -111348.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -111431.703125 Penalty: 3357.742432
	Iteration 3Q: 3 clusters Score -111431.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -111589.867188 Penalty: 3357.742432
	Iteration 4Q: 3 clusters Score -111589.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -111695.671875 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -111695.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -111750.437500 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -111750.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -111832.460938 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -111832.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -111884.156250 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -111884.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -111916.257812 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -111916.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -111932.734375 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -111932.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -111948.312500 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -111948.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -111972.460938 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -111972.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -112002.921875 Penalty: 3357.742432
	Iteration 13Q: 3 clusters Score -112002.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -112027.257812 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -112027.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -112053.468750 Penalty: 3357.742432
	Iteration 15Q: 3 clusters Score -112053.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -112084.765625 Penalty: 3357.742432
	Iteration 16Q: 3 clusters Score -112084.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -112106.601562 Penalty: 3357.742432
	Iteration 17Q: 3 clusters Score -112106.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -112135.585938 Penalty: 3357.742432
	Iteration 18Q: 3 clusters Score -112135.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -112164.406250 Penalty: 3357.742432
	Iteration 19Q: 3 clusters Score -112164.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -112193.375000 Penalty: 3357.742432
	Iteration 20F: 3 clusters Score -112193.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -112206.046875 Penalty: 3357.742432
	Iteration 21Q: 3 clusters Score -112206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -112212.312500 Penalty: 3357.742432
	Iteration 22Q: 3 clusters Score -112212.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -112216.546875 Penalty: 3357.742432
	Iteration 23Q: 3 clusters Score -112216.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -112220.656250 Penalty: 3357.742432
	Iteration 24Q: 3 clusters Score -112220.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -112226.750000 Penalty: 3357.742432
	Iteration 25Q: 3 clusters Score -112226.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -112230.273438 Penalty: 3357.742432
	Iteration 26Q: 3 clusters Score -112230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -112233.125000 Penalty: 3357.742432
	Iteration 27Q: 3 clusters Score -112233.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -112237.804688 Penalty: 3357.742432
	Iteration 28Q: 3 clusters Score -112237.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -112241.070312 Penalty: 3357.742432
	Iteration 29Q: 3 clusters Score -112241.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -112249.726562 Penalty: 3357.742432
	Iteration 30Q: 3 clusters Score -112249.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -112259.851562 Penalty: 3357.742432
	Iteration 31Q: 3 clusters Score -112259.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -112265.976562 Penalty: 3357.742432
	Iteration 32Q: 3 clusters Score -112266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -112279.507812 Penalty: 3357.742432
	Iteration 33Q: 3 clusters Score -112279.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -112307.773438 Penalty: 3357.742432
	Iteration 34Q: 3 clusters Score -112307.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -112328.398438 Penalty: 3357.742432
	Iteration 35Q: 3 clusters Score -112328.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -112341.421875 Penalty: 3357.742432
	Iteration 36Q: 3 clusters Score -112341.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -112353.992188 Penalty: 3357.742432
	Iteration 37Q: 3 clusters Score -112354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -112374.304688 Penalty: 3357.742432
	Iteration 38Q: 3 clusters Score -112374.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -112383.789062 Penalty: 3357.742432
	Iteration 39Q: 3 clusters Score -112383.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -112393.843750 Penalty: 3357.742432
	Iteration 40F: 3 clusters Score -112393.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -112396.406250 Penalty: 3357.742432
	Iteration 41Q: 3 clusters Score -112396.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -112396.406250 Penalty: 3357.742432
	Iteration 42F: 3 clusters Score -112396.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -142959.906250 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -142959.9 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 552 members 
Entering Unmasked Estep 
Score: -140948.218750 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -140948.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -141340.203125 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -141340.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -141579.218750 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -141579.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -141934.906250 Penalty: 3477.562012
	Iteration 3F: 3 clusters Score -141934.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -142505.609375 Penalty: 3477.562012
	Iteration 4F: 3 clusters Score -142505.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -142761.484375 Penalty: 3477.562012
	Iteration 5F: 3 clusters Score -142761.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -142972.046875 Penalty: 3477.562012
	Iteration 6F: 3 clusters Score -142972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -143097.031250 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -143097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -143119.359375 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -143119.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -143144.343750 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -143144.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -143220.156250 Penalty: 3477.562012
	Iteration 10Q: 3 clusters Score -143220.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -143283.531250 Penalty: 3477.562012
	Iteration 11Q: 3 clusters Score -143283.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -143353.703125 Penalty: 3477.562012
	Iteration 12Q: 3 clusters Score -143353.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -143460.906250 Penalty: 3477.562012
	Iteration 13Q: 3 clusters Score -143460.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -143463.218750 Penalty: 3477.562012
	Iteration 14Q: 3 clusters Score -143463.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -143463.921875 Penalty: 3477.562012
	Iteration 15Q: 3 clusters Score -143463.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -143464.718750 Penalty: 3477.562012
	Iteration 16Q: 3 clusters Score -143464.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -143465.343750 Penalty: 3477.562012
	Iteration 17Q: 3 clusters Score -143465.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -143465.343750 Penalty: 3477.562012
	Iteration 18F: 3 clusters Score -143465.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 55410 members 
Mstep: Class 3 contains 12455 members 
Mstep: Class 4 contains 42543 members 
Mstep: Class 5 contains 50637 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64359 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134173 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159410 members 
Mstep: Class 14 contains 146356 members 
Mstep: Class 15 contains 48203 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127233 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66903 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 5903 members 
Mstep: Class 29 contains 21577 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Mstep: Class 32 contains 394 members 
Entering Unmasked Estep 
Score: -142940656.000000 Penalty: 110053.570312
Splitting cluster 7 changes total score from -142941936.000000 to -142940656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Entering Unmasked Estep 
Score: -655775.437500 Penalty: 2101.052734
	Iteration 0F: 2 clusters Score -655775.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -651370.687500 Penalty: 4202.105469
	Iteration 0F: 3 clusters Score -651370.7 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -652303.750000 Penalty: 4202.105469
	Iteration 1F: 3 clusters Score -652303.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -652518.062500 Penalty: 4202.105469
	Iteration 2F: 3 clusters Score -652518.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -652666.062500 Penalty: 4202.105469
	Iteration 3F: 3 clusters Score -652666.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -652770.625000 Penalty: 4202.105469
	Iteration 4Q: 3 clusters Score -652770.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -652856.375000 Penalty: 4202.105469
	Iteration 5Q: 3 clusters Score -652856.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -652937.000000 Penalty: 4202.105469
	Iteration 6Q: 3 clusters Score -652937 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -652993.187500 Penalty: 4202.105469
	Iteration 7Q: 3 clusters Score -652993.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -653038.250000 Penalty: 4202.105469
	Iteration 8Q: 3 clusters Score -653038.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -653074.437500 Penalty: 4202.105469
	Iteration 9Q: 3 clusters Score -653074.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -653103.625000 Penalty: 4202.105469
	Iteration 10Q: 3 clusters Score -653103.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -653121.937500 Penalty: 4202.105469
	Iteration 11Q: 3 clusters Score -653121.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -653142.687500 Penalty: 4202.105469
	Iteration 12Q: 3 clusters Score -653142.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -653169.250000 Penalty: 4202.105469
	Iteration 13Q: 3 clusters Score -653169.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -653203.625000 Penalty: 4202.105469
	Iteration 14Q: 3 clusters Score -653203.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -653232.562500 Penalty: 4202.105469
	Iteration 15Q: 3 clusters Score -653232.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -653260.437500 Penalty: 4202.105469
	Iteration 16Q: 3 clusters Score -653260.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -653289.312500 Penalty: 4202.105469
	Iteration 17Q: 3 clusters Score -653289.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -653322.250000 Penalty: 4202.105469
	Iteration 18Q: 3 clusters Score -653322.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -653357.000000 Penalty: 4202.105469
	Iteration 19Q: 3 clusters Score -653357 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -653384.500000 Penalty: 4202.105469
	Iteration 20F: 3 clusters Score -653384.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -653403.250000 Penalty: 4202.105469
	Iteration 21Q: 3 clusters Score -653403.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -653429.062500 Penalty: 4202.105469
	Iteration 22Q: 3 clusters Score -653429.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -653452.812500 Penalty: 4202.105469
	Iteration 23Q: 3 clusters Score -653452.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -653484.750000 Penalty: 4202.105469
	Iteration 24Q: 3 clusters Score -653484.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -653516.250000 Penalty: 4202.105469
	Iteration 25Q: 3 clusters Score -653516.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -653550.375000 Penalty: 4202.105469
	Iteration 26Q: 3 clusters Score -653550.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -653576.750000 Penalty: 4202.105469
	Iteration 27Q: 3 clusters Score -653576.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -653601.000000 Penalty: 4202.105469
	Iteration 28Q: 3 clusters Score -653601 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -653623.875000 Penalty: 4202.105469
	Iteration 29Q: 3 clusters Score -653623.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -653644.750000 Penalty: 4202.105469
	Iteration 30Q: 3 clusters Score -653644.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -653658.312500 Penalty: 4202.105469
	Iteration 31Q: 3 clusters Score -653658.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -653679.625000 Penalty: 4202.105469
	Iteration 32Q: 3 clusters Score -653679.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -653694.375000 Penalty: 4202.105469
	Iteration 33Q: 3 clusters Score -653694.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -653710.437500 Penalty: 4202.105469
	Iteration 34Q: 3 clusters Score -653710.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -653725.625000 Penalty: 4202.105469
	Iteration 35Q: 3 clusters Score -653725.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -653737.125000 Penalty: 4202.105469
	Iteration 36Q: 3 clusters Score -653737.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -653746.375000 Penalty: 4202.105469
	Iteration 37Q: 3 clusters Score -653746.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -653750.062500 Penalty: 4202.105469
	Iteration 38Q: 3 clusters Score -653750.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -653753.500000 Penalty: 4202.105469
	Iteration 39Q: 3 clusters Score -653753.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -653760.250000 Penalty: 4202.105469
	Iteration 40F: 3 clusters Score -653760.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -653764.125000 Penalty: 4202.105469
	Iteration 41Q: 3 clusters Score -653764.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -653768.437500 Penalty: 4202.105469
	Iteration 42Q: 3 clusters Score -653768.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -653772.062500 Penalty: 4202.105469
	Iteration 43Q: 3 clusters Score -653772.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -653776.000000 Penalty: 4202.105469
	Iteration 44Q: 3 clusters Score -653776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -653782.062500 Penalty: 4202.105469
	Iteration 45Q: 3 clusters Score -653782.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -653785.937500 Penalty: 4202.105469
	Iteration 46Q: 3 clusters Score -653785.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -653790.875000 Penalty: 4202.105469
	Iteration 47Q: 3 clusters Score -653790.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -653797.687500 Penalty: 4202.105469
	Iteration 48Q: 3 clusters Score -653797.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -653805.750000 Penalty: 4202.105469
	Iteration 49Q: 3 clusters Score -653805.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -653819.312500 Penalty: 4202.105469
	Iteration 50Q: 3 clusters Score -653819.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -653835.625000 Penalty: 4202.105469
	Iteration 51Q: 3 clusters Score -653835.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -653844.937500 Penalty: 4202.105469
	Iteration 52Q: 3 clusters Score -653844.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -653854.687500 Penalty: 4202.105469
	Iteration 53Q: 3 clusters Score -653854.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -653862.062500 Penalty: 4202.105469
	Iteration 54Q: 3 clusters Score -653862.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -653872.812500 Penalty: 4202.105469
	Iteration 55Q: 3 clusters Score -653872.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -653881.187500 Penalty: 4202.105469
	Iteration 56Q: 3 clusters Score -653881.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -653891.625000 Penalty: 4202.105469
	Iteration 57Q: 3 clusters Score -653891.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -653905.625000 Penalty: 4202.105469
	Iteration 58Q: 3 clusters Score -653905.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -653914.500000 Penalty: 4202.105469
	Iteration 59Q: 3 clusters Score -653914.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -653920.812500 Penalty: 4202.105469
	Iteration 60F: 3 clusters Score -653920.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -653925.437500 Penalty: 4202.105469
	Iteration 61Q: 3 clusters Score -653925.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -653932.312500 Penalty: 4202.105469
	Iteration 62Q: 3 clusters Score -653932.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -653935.000000 Penalty: 4202.105469
	Iteration 63Q: 3 clusters Score -653935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -653943.062500 Penalty: 4202.105469
	Iteration 64Q: 3 clusters Score -653943.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -653952.687500 Penalty: 4202.105469
	Iteration 65Q: 3 clusters Score -653952.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -653957.375000 Penalty: 4202.105469
	Iteration 66Q: 3 clusters Score -653957.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -653965.875000 Penalty: 4202.105469
	Iteration 67Q: 3 clusters Score -653965.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -653975.937500 Penalty: 4202.105469
	Iteration 68Q: 3 clusters Score -653975.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -653983.687500 Penalty: 4202.105469
	Iteration 69Q: 3 clusters Score -653983.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -653990.437500 Penalty: 4202.105469
	Iteration 70Q: 3 clusters Score -653990.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -653995.687500 Penalty: 4202.105469
	Iteration 71Q: 3 clusters Score -653995.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -653998.687500 Penalty: 4202.105469
	Iteration 72Q: 3 clusters Score -653998.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -654000.250000 Penalty: 4202.105469
	Iteration 73Q: 3 clusters Score -654000.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -654002.625000 Penalty: 4202.105469
	Iteration 74Q: 3 clusters Score -654002.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -654007.625000 Penalty: 4202.105469
	Iteration 75Q: 3 clusters Score -654007.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -654013.500000 Penalty: 4202.105469
	Iteration 76Q: 3 clusters Score -654013.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -654016.750000 Penalty: 4202.105469
	Iteration 77Q: 3 clusters Score -654016.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -654019.687500 Penalty: 4202.105469
	Iteration 78Q: 3 clusters Score -654019.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -654026.125000 Penalty: 4202.105469
	Iteration 79Q: 3 clusters Score -654026.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -654033.937500 Penalty: 4202.105469
	Iteration 80F: 3 clusters Score -654033.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -654038.625000 Penalty: 4202.105469
	Iteration 81Q: 3 clusters Score -654038.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -654044.937500 Penalty: 4202.105469
	Iteration 82Q: 3 clusters Score -654044.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -654053.062500 Penalty: 4202.105469
	Iteration 83Q: 3 clusters Score -654053.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -654064.000000 Penalty: 4202.105469
	Iteration 84Q: 3 clusters Score -654064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -654070.375000 Penalty: 4202.105469
	Iteration 85Q: 3 clusters Score -654070.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -654074.625000 Penalty: 4202.105469
	Iteration 86Q: 3 clusters Score -654074.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -654077.250000 Penalty: 4202.105469
	Iteration 87Q: 3 clusters Score -654077.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -654080.187500 Penalty: 4202.105469
	Iteration 88Q: 3 clusters Score -654080.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -654087.062500 Penalty: 4202.105469
	Iteration 89Q: 3 clusters Score -654087.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -654097.500000 Penalty: 4202.105469
	Iteration 90Q: 3 clusters Score -654097.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -654104.250000 Penalty: 4202.105469
	Iteration 91Q: 3 clusters Score -654104.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -654107.687500 Penalty: 4202.105469
	Iteration 92Q: 3 clusters Score -654107.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -654107.625000 Penalty: 4202.105469
	Iteration 93Q: 3 clusters Score -654107.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -654109.562500 Penalty: 4202.105469
	Iteration 94Q: 3 clusters Score -654109.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -654115.062500 Penalty: 4202.105469
	Iteration 95Q: 3 clusters Score -654115.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -654120.562500 Penalty: 4202.105469
	Iteration 96Q: 3 clusters Score -654120.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -654124.187500 Penalty: 4202.105469
	Iteration 97Q: 3 clusters Score -654124.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -654130.687500 Penalty: 4202.105469
	Iteration 98Q: 3 clusters Score -654130.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -654131.625000 Penalty: 4202.105469
	Iteration 99Q: 3 clusters Score -654131.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -654136.937500 Penalty: 4202.105469
	Iteration 100F: 3 clusters Score -654136.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -654141.187500 Penalty: 4202.105469
	Iteration 101Q: 3 clusters Score -654141.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -654143.875000 Penalty: 4202.105469
	Iteration 102Q: 3 clusters Score -654143.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -654147.562500 Penalty: 4202.105469
	Iteration 103Q: 3 clusters Score -654147.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -654147.812500 Penalty: 4202.105469
	Iteration 104Q: 3 clusters Score -654147.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -654147.812500 Penalty: 4202.105469
	Iteration 105F: 3 clusters Score -654147.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (64359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Entering Unmasked Estep 
Score: -9014145.000000 Penalty: 2745.913574
	Iteration 0F: 2 clusters Score -9014145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -8970872.000000 Penalty: 5491.827148
	Iteration 0F: 3 clusters Score -8970872 nChanged 30002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -8987798.000000 Penalty: 5491.827148
	Iteration 1F: 3 clusters Score -8987798 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -8988371.000000 Penalty: 5491.827148
	Iteration 2Q: 3 clusters Score -8988371 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -8988990.000000 Penalty: 5491.827148
	Iteration 3Q: 3 clusters Score -8988990 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -8989549.000000 Penalty: 5491.827148
	Iteration 4Q: 3 clusters Score -8989549 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -8990187.000000 Penalty: 5491.827148
	Iteration 5Q: 3 clusters Score -8990187 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -8990973.000000 Penalty: 5491.827148
	Iteration 6Q: 3 clusters Score -8990973 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -8991736.000000 Penalty: 5491.827148
	Iteration 7Q: 3 clusters Score -8991736 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -8992697.000000 Penalty: 5491.827148
	Iteration 8Q: 3 clusters Score -8992697 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -8994044.000000 Penalty: 5491.827148
	Iteration 9Q: 3 clusters Score -8994044 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -8995869.000000 Penalty: 5491.827148
	Iteration 10Q: 3 clusters Score -8995869 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -8998090.000000 Penalty: 5491.827148
	Iteration 11F: 3 clusters Score -8998090 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -9000563.000000 Penalty: 5491.827148
	Iteration 12F: 3 clusters Score -9000563 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -9002531.000000 Penalty: 5491.827148
	Iteration 13F: 3 clusters Score -9002531 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -9003582.000000 Penalty: 5491.827148
	Iteration 14Q: 3 clusters Score -9003582 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -9004086.000000 Penalty: 5491.827148
	Iteration 15Q: 3 clusters Score -9004086 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -9004349.000000 Penalty: 5491.827148
	Iteration 16Q: 3 clusters Score -9004349 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -9004523.000000 Penalty: 5491.827148
	Iteration 17Q: 3 clusters Score -9004523 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -9004735.000000 Penalty: 5491.827148
	Iteration 18Q: 3 clusters Score -9004735 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -9004938.000000 Penalty: 5491.827148
	Iteration 19Q: 3 clusters Score -9004938 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -9005110.000000 Penalty: 5491.827148
	Iteration 20F: 3 clusters Score -9005110 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46556 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -9005305.000000 Penalty: 5491.827148
	Iteration 21Q: 3 clusters Score -9005305 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -9005468.000000 Penalty: 5491.827148
	Iteration 22Q: 3 clusters Score -9005468 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -9005680.000000 Penalty: 5491.827148
	Iteration 23Q: 3 clusters Score -9005680 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -9005895.000000 Penalty: 5491.827148
	Iteration 24Q: 3 clusters Score -9005895 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -9006075.000000 Penalty: 5491.827148
	Iteration 25Q: 3 clusters Score -9006075 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -9006334.000000 Penalty: 5491.827148
	Iteration 26Q: 3 clusters Score -9006334 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50946 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -9006565.000000 Penalty: 5491.827148
	Iteration 27Q: 3 clusters Score -9006565 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -9006862.000000 Penalty: 5491.827148
	Iteration 28Q: 3 clusters Score -9006862 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -9007176.000000 Penalty: 5491.827148
	Iteration 29Q: 3 clusters Score -9007176 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53521 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -9007505.000000 Penalty: 5491.827148
	Iteration 30Q: 3 clusters Score -9007505 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -9007820.000000 Penalty: 5491.827148
	Iteration 31Q: 3 clusters Score -9007820 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55272 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -9008151.000000 Penalty: 5491.827148
	Iteration 32Q: 3 clusters Score -9008151 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56145 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -9008494.000000 Penalty: 5491.827148
	Iteration 33Q: 3 clusters Score -9008494 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56978 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -9008873.000000 Penalty: 5491.827148
	Iteration 34Q: 3 clusters Score -9008873 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57776 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -9009202.000000 Penalty: 5491.827148
	Iteration 35Q: 3 clusters Score -9009202 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -9009535.000000 Penalty: 5491.827148
	Iteration 36Q: 3 clusters Score -9009535 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -9009814.000000 Penalty: 5491.827148
	Iteration 37Q: 3 clusters Score -9009814 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59849 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -9010040.000000 Penalty: 5491.827148
	Iteration 38Q: 3 clusters Score -9010040 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -9010361.000000 Penalty: 5491.827148
	Iteration 39Q: 3 clusters Score -9010361 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60962 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -9010606.000000 Penalty: 5491.827148
	Iteration 40F: 3 clusters Score -9010606 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61370 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -9010791.000000 Penalty: 5491.827148
	Iteration 41Q: 3 clusters Score -9010791 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61746 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -9010962.000000 Penalty: 5491.827148
	Iteration 42Q: 3 clusters Score -9010962 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62038 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -9011112.000000 Penalty: 5491.827148
	Iteration 43Q: 3 clusters Score -9011112 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62298 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -9011240.000000 Penalty: 5491.827148
	Iteration 44Q: 3 clusters Score -9011240 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62507 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -9011320.000000 Penalty: 5491.827148
	Iteration 45Q: 3 clusters Score -9011320 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62689 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -9011423.000000 Penalty: 5491.827148
	Iteration 46Q: 3 clusters Score -9011423 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62822 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -9011485.000000 Penalty: 5491.827148
	Iteration 47Q: 3 clusters Score -9011485 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62930 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -9011538.000000 Penalty: 5491.827148
	Iteration 48Q: 3 clusters Score -9011538 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -9011574.000000 Penalty: 5491.827148
	Iteration 49Q: 3 clusters Score -9011574 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63082 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -9011597.000000 Penalty: 5491.827148
	Iteration 50Q: 3 clusters Score -9011597 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -9011637.000000 Penalty: 5491.827148
	Iteration 51Q: 3 clusters Score -9011637 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63184 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -9011654.000000 Penalty: 5491.827148
	Iteration 52Q: 3 clusters Score -9011654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63215 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -9011686.000000 Penalty: 5491.827148
	Iteration 53Q: 3 clusters Score -9011686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63234 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -9011687.000000 Penalty: 5491.827148
	Iteration 54Q: 3 clusters Score -9011687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63254 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -9011683.000000 Penalty: 5491.827148
	Iteration 55Q: 3 clusters Score -9011683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63275 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9011696.000000 Penalty: 5491.827148
	Iteration 56Q: 3 clusters Score -9011696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63295 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -9011703.000000 Penalty: 5491.827148
	Iteration 57Q: 3 clusters Score -9011703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63310 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9011716.000000 Penalty: 5491.827148
	Iteration 58Q: 3 clusters Score -9011716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63332 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -9011719.000000 Penalty: 5491.827148
	Iteration 59Q: 3 clusters Score -9011719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63342 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -9011724.000000 Penalty: 5491.827148
	Iteration 60F: 3 clusters Score -9011724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -9011725.000000 Penalty: 5491.827148
	Iteration 61Q: 3 clusters Score -9011725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63360 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -9011728.000000 Penalty: 5491.827148
	Iteration 62Q: 3 clusters Score -9011728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63368 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -9011722.000000 Penalty: 5491.827148
	Iteration 63Q: 3 clusters Score -9011722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63373 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -9011724.000000 Penalty: 5491.827148
	Iteration 64Q: 3 clusters Score -9011724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63380 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -9011737.000000 Penalty: 5491.827148
	Iteration 65Q: 3 clusters Score -9011737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63385 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -9011742.000000 Penalty: 5491.827148
	Iteration 66Q: 3 clusters Score -9011742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63389 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -9011735.000000 Penalty: 5491.827148
	Iteration 67Q: 3 clusters Score -9011735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63390 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -9011731.000000 Penalty: 5491.827148
	Iteration 68Q: 3 clusters Score -9011731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63390 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -9011740.000000 Penalty: 5491.827148
	Iteration 69Q: 3 clusters Score -9011740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63394 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9011744.000000 Penalty: 5491.827148
	Iteration 70Q: 3 clusters Score -9011744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63393 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -9011748.000000 Penalty: 5491.827148
	Iteration 71Q: 3 clusters Score -9011748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -9011749.000000 Penalty: 5491.827148
	Iteration 72Q: 3 clusters Score -9011749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -9011752.000000 Penalty: 5491.827148
	Iteration 73Q: 3 clusters Score -9011752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63404 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -9011756.000000 Penalty: 5491.827148
	Iteration 74Q: 3 clusters Score -9011756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -9011756.000000 Penalty: 5491.827148
	Iteration 75Q: 3 clusters Score -9011756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63412 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -9011761.000000 Penalty: 5491.827148
	Iteration 76Q: 3 clusters Score -9011761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63415 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -9011766.000000 Penalty: 5491.827148
	Iteration 77Q: 3 clusters Score -9011766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63419 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9011771.000000 Penalty: 5491.827148
	Iteration 78Q: 3 clusters Score -9011771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63427 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -9011767.000000 Penalty: 5491.827148
	Iteration 79Q: 3 clusters Score -9011767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63436 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -9011763.000000 Penalty: 5491.827148
	Iteration 80F: 3 clusters Score -9011763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63447 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -9011764.000000 Penalty: 5491.827148
	Iteration 81Q: 3 clusters Score -9011764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63460 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -9011756.000000 Penalty: 5491.827148
	Iteration 82Q: 3 clusters Score -9011756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63470 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -9011771.000000 Penalty: 5491.827148
	Iteration 83Q: 3 clusters Score -9011771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63477 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -9011773.000000 Penalty: 5491.827148
	Iteration 84Q: 3 clusters Score -9011773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63483 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -9011777.000000 Penalty: 5491.827148
	Iteration 85Q: 3 clusters Score -9011777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63490 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9011781.000000 Penalty: 5491.827148
	Iteration 86Q: 3 clusters Score -9011781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63492 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -9011778.000000 Penalty: 5491.827148
	Iteration 87Q: 3 clusters Score -9011778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63496 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -9011787.000000 Penalty: 5491.827148
	Iteration 88Q: 3 clusters Score -9011787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63497 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9011787.000000 Penalty: 5491.827148
	Iteration 89Q: 3 clusters Score -9011787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63497 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9011787.000000 Penalty: 5491.827148
	Iteration 90F: 3 clusters Score -9011787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Entering Unmasked Estep 
Score: -980932.375000 Penalty: 2201.244629
	Iteration 0F: 2 clusters Score -980932.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -975030.500000 Penalty: 4402.489258
	Iteration 0F: 3 clusters Score -975030.5 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -976515.812500 Penalty: 4402.489258
	Iteration 1F: 3 clusters Score -976515.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -976822.812500 Penalty: 4402.489258
	Iteration 2F: 3 clusters Score -976822.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -977051.062500 Penalty: 4402.489258
	Iteration 3F: 3 clusters Score -977051.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -977236.937500 Penalty: 4402.489258
	Iteration 4F: 3 clusters Score -977236.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -977389.437500 Penalty: 4402.489258
	Iteration 5Q: 3 clusters Score -977389.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -977551.187500 Penalty: 4402.489258
	Iteration 6Q: 3 clusters Score -977551.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -977709.062500 Penalty: 4402.489258
	Iteration 7Q: 3 clusters Score -977709.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -977871.937500 Penalty: 4402.489258
	Iteration 8Q: 3 clusters Score -977871.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -978024.625000 Penalty: 4402.489258
	Iteration 9Q: 3 clusters Score -978024.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -978215.687500 Penalty: 4402.489258
	Iteration 10Q: 3 clusters Score -978215.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -978386.625000 Penalty: 4402.489258
	Iteration 11Q: 3 clusters Score -978386.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -978492.562500 Penalty: 4402.489258
	Iteration 12Q: 3 clusters Score -978492.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -978581.000000 Penalty: 4402.489258
	Iteration 13Q: 3 clusters Score -978581 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -978660.500000 Penalty: 4402.489258
	Iteration 14Q: 3 clusters Score -978660.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -978727.062500 Penalty: 4402.489258
	Iteration 15Q: 3 clusters Score -978727.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -978776.125000 Penalty: 4402.489258
	Iteration 16Q: 3 clusters Score -978776.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -978819.000000 Penalty: 4402.489258
	Iteration 17Q: 3 clusters Score -978819 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -978854.812500 Penalty: 4402.489258
	Iteration 18Q: 3 clusters Score -978854.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -978877.687500 Penalty: 4402.489258
	Iteration 19Q: 3 clusters Score -978877.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -978891.875000 Penalty: 4402.489258
	Iteration 20F: 3 clusters Score -978891.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -978900.500000 Penalty: 4402.489258
	Iteration 21Q: 3 clusters Score -978900.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -978914.625000 Penalty: 4402.489258
	Iteration 22Q: 3 clusters Score -978914.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -978931.125000 Penalty: 4402.489258
	Iteration 23Q: 3 clusters Score -978931.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -978946.062500 Penalty: 4402.489258
	Iteration 24Q: 3 clusters Score -978946.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -978951.875000 Penalty: 4402.489258
	Iteration 25Q: 3 clusters Score -978951.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -978961.562500 Penalty: 4402.489258
	Iteration 26Q: 3 clusters Score -978961.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -978969.312500 Penalty: 4402.489258
	Iteration 27Q: 3 clusters Score -978969.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -978979.187500 Penalty: 4402.489258
	Iteration 28Q: 3 clusters Score -978979.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -978995.875000 Penalty: 4402.489258
	Iteration 29Q: 3 clusters Score -978995.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -979001.062500 Penalty: 4402.489258
	Iteration 30Q: 3 clusters Score -979001.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -979004.375000 Penalty: 4402.489258
	Iteration 31Q: 3 clusters Score -979004.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -979004.187500 Penalty: 4402.489258
	Iteration 32Q: 3 clusters Score -979004.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -979009.625000 Penalty: 4402.489258
	Iteration 33Q: 3 clusters Score -979009.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -979012.937500 Penalty: 4402.489258
	Iteration 34Q: 3 clusters Score -979012.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -979018.312500 Penalty: 4402.489258
	Iteration 35Q: 3 clusters Score -979018.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -979017.875000 Penalty: 4402.489258
	Iteration 36Q: 3 clusters Score -979017.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -979017.875000 Penalty: 4402.489258
	Iteration 37F: 3 clusters Score -979017.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (134173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134173 members 
Entering Unmasked Estep 
Score: -18698814.000000 Penalty: 2928.107666
	Iteration 0F: 2 clusters Score -1.869881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66825 members 
Mstep: Class 2 contains 67348 members 
Entering Unmasked Estep 
Score: -18611440.000000 Penalty: 5856.215332
	Iteration 0F: 3 clusters Score -1.861144e+07 nChanged 63811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63146 members 
Mstep: Class 2 contains 71027 members 
Entering Unmasked Estep 
Score: -18648970.000000 Penalty: 5856.215332
	Iteration 1F: 3 clusters Score -1.864897e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60874 members 
Mstep: Class 2 contains 73299 members 
Entering Unmasked Estep 
Score: -18650294.000000 Penalty: 5856.215332
	Iteration 2Q: 3 clusters Score -1.865029e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57478 members 
Mstep: Class 2 contains 76695 members 
Entering Unmasked Estep 
Score: -18651978.000000 Penalty: 5856.215332
	Iteration 3Q: 3 clusters Score -1.865198e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52498 members 
Mstep: Class 2 contains 81675 members 
Entering Unmasked Estep 
Score: -18654634.000000 Penalty: 5856.215332
	Iteration 4Q: 3 clusters Score -1.865463e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 88608 members 
Entering Unmasked Estep 
Score: -18659268.000000 Penalty: 5856.215332
	Iteration 5F: 3 clusters Score -1.865927e+07 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 97562 members 
Entering Unmasked Estep 
Score: -18666316.000000 Penalty: 5856.215332
	Iteration 6F: 3 clusters Score -1.866632e+07 nChanged 10204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 107660 members 
Entering Unmasked Estep 
Score: -18675100.000000 Penalty: 5856.215332
	Iteration 7F: 3 clusters Score -1.86751e+07 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 116928 members 
Entering Unmasked Estep 
Score: -18683338.000000 Penalty: 5856.215332
	Iteration 8F: 3 clusters Score -1.868334e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 123959 members 
Entering Unmasked Estep 
Score: -18688966.000000 Penalty: 5856.215332
	Iteration 9F: 3 clusters Score -1.868897e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 128569 members 
Entering Unmasked Estep 
Score: -18692322.000000 Penalty: 5856.215332
	Iteration 10Q: 3 clusters Score -1.869232e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 131121 members 
Entering Unmasked Estep 
Score: -18694224.000000 Penalty: 5856.215332
	Iteration 11Q: 3 clusters Score -1.869422e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 132388 members 
Entering Unmasked Estep 
Score: -18695148.000000 Penalty: 5856.215332
	Iteration 12Q: 3 clusters Score -1.869515e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 132984 members 
Entering Unmasked Estep 
Score: -18695642.000000 Penalty: 5856.215332
	Iteration 13Q: 3 clusters Score -1.869564e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 133269 members 
Entering Unmasked Estep 
Score: -18695844.000000 Penalty: 5856.215332
	Iteration 14Q: 3 clusters Score -1.869584e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 133424 members 
Entering Unmasked Estep 
Score: -18696002.000000 Penalty: 5856.215332
	Iteration 15Q: 3 clusters Score -1.8696e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 133503 members 
Entering Unmasked Estep 
Score: -18696074.000000 Penalty: 5856.215332
	Iteration 16Q: 3 clusters Score -1.869607e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 133551 members 
Entering Unmasked Estep 
Score: -18696136.000000 Penalty: 5856.215332
	Iteration 17Q: 3 clusters Score -1.869614e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 133581 members 
Entering Unmasked Estep 
Score: -18696194.000000 Penalty: 5856.215332
	Iteration 18Q: 3 clusters Score -1.869619e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 133600 members 
Entering Unmasked Estep 
Score: -18696214.000000 Penalty: 5856.215332
	Iteration 19Q: 3 clusters Score -1.869621e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 133613 members 
Entering Unmasked Estep 
Score: -18696228.000000 Penalty: 5856.215332
	Iteration 20F: 3 clusters Score -1.869623e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 133627 members 
Entering Unmasked Estep 
Score: -18696232.000000 Penalty: 5856.215332
	Iteration 21Q: 3 clusters Score -1.869623e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 133635 members 
Entering Unmasked Estep 
Score: -18696242.000000 Penalty: 5856.215332
	Iteration 22Q: 3 clusters Score -1.869624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 133644 members 
Entering Unmasked Estep 
Score: -18696262.000000 Penalty: 5856.215332
	Iteration 23Q: 3 clusters Score -1.869626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 133647 members 
Entering Unmasked Estep 
Score: -18696258.000000 Penalty: 5856.215332
	Iteration 24Q: 3 clusters Score -1.869626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 133651 members 
Entering Unmasked Estep 
Score: -18696268.000000 Penalty: 5856.215332
	Iteration 25Q: 3 clusters Score -1.869627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 133656 members 
Entering Unmasked Estep 
Score: -18696278.000000 Penalty: 5856.215332
	Iteration 26Q: 3 clusters Score -1.869628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 133659 members 
Entering Unmasked Estep 
Score: -18696276.000000 Penalty: 5856.215332
	Iteration 27Q: 3 clusters Score -1.869628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 133661 members 
Entering Unmasked Estep 
Score: -18696278.000000 Penalty: 5856.215332
	Iteration 28Q: 3 clusters Score -1.869628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 133661 members 
Entering Unmasked Estep 
Score: -18696286.000000 Penalty: 5856.215332
	Iteration 29Q: 3 clusters Score -1.869629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 133661 members 
Entering Unmasked Estep 
Score: -18696286.000000 Penalty: 5856.215332
	Iteration 30F: 3 clusters Score -1.869629e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Entering Unmasked Estep 
Score: -777646.437500 Penalty: 2165.731445
	Iteration 0F: 2 clusters Score -777646.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -772418.875000 Penalty: 4331.462891
	Iteration 0F: 3 clusters Score -772418.9 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -773953.875000 Penalty: 4331.462891
	Iteration 1F: 3 clusters Score -773953.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -774434.500000 Penalty: 4331.462891
	Iteration 2F: 3 clusters Score -774434.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -774958.625000 Penalty: 4331.462891
	Iteration 3F: 3 clusters Score -774958.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -775528.750000 Penalty: 4331.462891
	Iteration 4F: 3 clusters Score -775528.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -776031.875000 Penalty: 4331.462891
	Iteration 5F: 3 clusters Score -776031.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -776341.875000 Penalty: 4331.462891
	Iteration 6F: 3 clusters Score -776341.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -776534.250000 Penalty: 4331.462891
	Iteration 7Q: 3 clusters Score -776534.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -776678.500000 Penalty: 4331.462891
	Iteration 8Q: 3 clusters Score -776678.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -776787.500000 Penalty: 4331.462891
	Iteration 9Q: 3 clusters Score -776787.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -776849.437500 Penalty: 4331.462891
	Iteration 10Q: 3 clusters Score -776849.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -776893.437500 Penalty: 4331.462891
	Iteration 11Q: 3 clusters Score -776893.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -776942.875000 Penalty: 4331.462891
	Iteration 12Q: 3 clusters Score -776942.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -776987.750000 Penalty: 4331.462891
	Iteration 13Q: 3 clusters Score -776987.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -777020.750000 Penalty: 4331.462891
	Iteration 14Q: 3 clusters Score -777020.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -777058.937500 Penalty: 4331.462891
	Iteration 15Q: 3 clusters Score -777058.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -777096.625000 Penalty: 4331.462891
	Iteration 16Q: 3 clusters Score -777096.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -777136.625000 Penalty: 4331.462891
	Iteration 17Q: 3 clusters Score -777136.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -777169.000000 Penalty: 4331.462891
	Iteration 18Q: 3 clusters Score -777169 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -777192.250000 Penalty: 4331.462891
	Iteration 19Q: 3 clusters Score -777192.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -777212.500000 Penalty: 4331.462891
	Iteration 20F: 3 clusters Score -777212.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -777237.687500 Penalty: 4331.462891
	Iteration 21Q: 3 clusters Score -777237.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -777252.500000 Penalty: 4331.462891
	Iteration 22Q: 3 clusters Score -777252.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -777266.937500 Penalty: 4331.462891
	Iteration 23Q: 3 clusters Score -777266.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -777277.500000 Penalty: 4331.462891
	Iteration 24Q: 3 clusters Score -777277.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -777284.937500 Penalty: 4331.462891
	Iteration 25Q: 3 clusters Score -777284.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -777288.937500 Penalty: 4331.462891
	Iteration 26Q: 3 clusters Score -777288.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -777294.500000 Penalty: 4331.462891
	Iteration 27Q: 3 clusters Score -777294.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -777298.312500 Penalty: 4331.462891
	Iteration 28Q: 3 clusters Score -777298.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -777301.437500 Penalty: 4331.462891
	Iteration 29Q: 3 clusters Score -777301.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -777301.562500 Penalty: 4331.462891
	Iteration 30Q: 3 clusters Score -777301.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -777304.562500 Penalty: 4331.462891
	Iteration 31Q: 3 clusters Score -777304.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -777307.562500 Penalty: 4331.462891
	Iteration 32Q: 3 clusters Score -777307.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -777309.000000 Penalty: 4331.462891
	Iteration 33Q: 3 clusters Score -777309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -777313.875000 Penalty: 4331.462891
	Iteration 34Q: 3 clusters Score -777313.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -777316.437500 Penalty: 4331.462891
	Iteration 35Q: 3 clusters Score -777316.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -777318.437500 Penalty: 4331.462891
	Iteration 36Q: 3 clusters Score -777318.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -777326.937500 Penalty: 4331.462891
	Iteration 37Q: 3 clusters Score -777326.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -777340.312500 Penalty: 4331.462891
	Iteration 38Q: 3 clusters Score -777340.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -777347.812500 Penalty: 4331.462891
	Iteration 39Q: 3 clusters Score -777347.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -777360.000000 Penalty: 4331.462891
	Iteration 40F: 3 clusters Score -777360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -777376.500000 Penalty: 4331.462891
	Iteration 41Q: 3 clusters Score -777376.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -777395.062500 Penalty: 4331.462891
	Iteration 42Q: 3 clusters Score -777395.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -777421.562500 Penalty: 4331.462891
	Iteration 43Q: 3 clusters Score -777421.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -777448.875000 Penalty: 4331.462891
	Iteration 44Q: 3 clusters Score -777448.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -777473.937500 Penalty: 4331.462891
	Iteration 45Q: 3 clusters Score -777473.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -777487.125000 Penalty: 4331.462891
	Iteration 46Q: 3 clusters Score -777487.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -777501.375000 Penalty: 4331.462891
	Iteration 47Q: 3 clusters Score -777501.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -777508.812500 Penalty: 4331.462891
	Iteration 48Q: 3 clusters Score -777508.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -777514.062500 Penalty: 4331.462891
	Iteration 49Q: 3 clusters Score -777514.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -777514.875000 Penalty: 4331.462891
	Iteration 50Q: 3 clusters Score -777514.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -777516.437500 Penalty: 4331.462891
	Iteration 51Q: 3 clusters Score -777516.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -777517.687500 Penalty: 4331.462891
	Iteration 52Q: 3 clusters Score -777517.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -777517.687500 Penalty: 4331.462891
	Iteration 53F: 3 clusters Score -777517.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (159410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159410 members 
Entering Unmasked Estep 
Score: -22143592.000000 Penalty: 2970.850098
	Iteration 0F: 2 clusters Score -2.214359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79669 members 
Mstep: Class 2 contains 79741 members 
Entering Unmasked Estep 
Score: -22041050.000000 Penalty: 5941.700195
	Iteration 0F: 3 clusters Score -2.204105e+07 nChanged 76374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 78087 members 
Entering Unmasked Estep 
Score: -22084952.000000 Penalty: 5941.700195
	Iteration 1F: 3 clusters Score -2.208495e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82293 members 
Mstep: Class 2 contains 77117 members 
Entering Unmasked Estep 
Score: -22085814.000000 Penalty: 5941.700195
	Iteration 2Q: 3 clusters Score -2.208581e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83690 members 
Mstep: Class 2 contains 75720 members 
Entering Unmasked Estep 
Score: -22086974.000000 Penalty: 5941.700195
	Iteration 3Q: 3 clusters Score -2.208697e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85743 members 
Mstep: Class 2 contains 73667 members 
Entering Unmasked Estep 
Score: -22088554.000000 Penalty: 5941.700195
	Iteration 4Q: 3 clusters Score -2.208855e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88782 members 
Mstep: Class 2 contains 70628 members 
Entering Unmasked Estep 
Score: -22091544.000000 Penalty: 5941.700195
	Iteration 5Q: 3 clusters Score -2.209154e+07 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92994 members 
Mstep: Class 2 contains 66416 members 
Entering Unmasked Estep 
Score: -22096242.000000 Penalty: 5941.700195
	Iteration 6F: 3 clusters Score -2.209624e+07 nChanged 10464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98472 members 
Mstep: Class 2 contains 60938 members 
Entering Unmasked Estep 
Score: -22103196.000000 Penalty: 5941.700195
	Iteration 7F: 3 clusters Score -2.21032e+07 nChanged 11780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104990 members 
Mstep: Class 2 contains 54420 members 
Entering Unmasked Estep 
Score: -22111976.000000 Penalty: 5941.700195
	Iteration 8F: 3 clusters Score -2.211198e+07 nChanged 11193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112163 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -22121170.000000 Penalty: 5941.700195
	Iteration 9F: 3 clusters Score -2.212117e+07 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118672 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -22129148.000000 Penalty: 5941.700195
	Iteration 10F: 3 clusters Score -2.212915e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124155 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -22133598.000000 Penalty: 5941.700195
	Iteration 11Q: 3 clusters Score -2.21336e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128886 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -22135732.000000 Penalty: 5941.700195
	Iteration 12Q: 3 clusters Score -2.213573e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133064 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -22136896.000000 Penalty: 5941.700195
	Iteration 13Q: 3 clusters Score -2.21369e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136815 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -22137842.000000 Penalty: 5941.700195
	Iteration 14Q: 3 clusters Score -2.213784e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140015 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -22138630.000000 Penalty: 5941.700195
	Iteration 15Q: 3 clusters Score -2.213863e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142596 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -22139188.000000 Penalty: 5941.700195
	Iteration 16Q: 3 clusters Score -2.213919e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144714 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -22139470.000000 Penalty: 5941.700195
	Iteration 17Q: 3 clusters Score -2.213947e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146509 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -22139814.000000 Penalty: 5941.700195
	Iteration 18Q: 3 clusters Score -2.213981e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147977 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -22139932.000000 Penalty: 5941.700195
	Iteration 19Q: 3 clusters Score -2.213993e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149201 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -22140158.000000 Penalty: 5941.700195
	Iteration 20F: 3 clusters Score -2.214016e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150250 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -22140328.000000 Penalty: 5941.700195
	Iteration 21Q: 3 clusters Score -2.214033e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151181 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -22140350.000000 Penalty: 5941.700195
	Iteration 22Q: 3 clusters Score -2.214035e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152074 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -22140476.000000 Penalty: 5941.700195
	Iteration 23Q: 3 clusters Score -2.214048e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152829 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -22140600.000000 Penalty: 5941.700195
	Iteration 24Q: 3 clusters Score -2.21406e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153516 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -22140730.000000 Penalty: 5941.700195
	Iteration 25Q: 3 clusters Score -2.214073e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154114 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -22140856.000000 Penalty: 5941.700195
	Iteration 26Q: 3 clusters Score -2.214086e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154598 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -22140976.000000 Penalty: 5941.700195
	Iteration 27Q: 3 clusters Score -2.214098e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155035 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -22141064.000000 Penalty: 5941.700195
	Iteration 28Q: 3 clusters Score -2.214106e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155402 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -22141096.000000 Penalty: 5941.700195
	Iteration 29Q: 3 clusters Score -2.21411e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155719 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -22141072.000000 Penalty: 5941.700195
	Iteration 30Q: 3 clusters Score -2.214107e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155996 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -22141056.000000 Penalty: 5941.700195
	Iteration 31Q: 3 clusters Score -2.214106e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156251 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -22141074.000000 Penalty: 5941.700195
	Iteration 32Q: 3 clusters Score -2.214107e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156498 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -22141074.000000 Penalty: 5941.700195
	Iteration 33Q: 3 clusters Score -2.214107e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156709 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -22141132.000000 Penalty: 5941.700195
	Iteration 34Q: 3 clusters Score -2.214113e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156903 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -22141162.000000 Penalty: 5941.700195
	Iteration 35Q: 3 clusters Score -2.214116e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157081 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -22141156.000000 Penalty: 5941.700195
	Iteration 36Q: 3 clusters Score -2.214116e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157220 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -22141168.000000 Penalty: 5941.700195
	Iteration 37Q: 3 clusters Score -2.214117e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157331 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -22141180.000000 Penalty: 5941.700195
	Iteration 38Q: 3 clusters Score -2.214118e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157432 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -22141210.000000 Penalty: 5941.700195
	Iteration 39Q: 3 clusters Score -2.214121e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157518 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -22141252.000000 Penalty: 5941.700195
	Iteration 40F: 3 clusters Score -2.214125e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157601 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -22141280.000000 Penalty: 5941.700195
	Iteration 41Q: 3 clusters Score -2.214128e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157684 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -22141292.000000 Penalty: 5941.700195
	Iteration 42Q: 3 clusters Score -2.214129e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157752 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -22141274.000000 Penalty: 5941.700195
	Iteration 43Q: 3 clusters Score -2.214127e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157808 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -22141252.000000 Penalty: 5941.700195
	Iteration 44Q: 3 clusters Score -2.214125e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157864 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -22141294.000000 Penalty: 5941.700195
	Iteration 45Q: 3 clusters Score -2.214129e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157917 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -22141302.000000 Penalty: 5941.700195
	Iteration 46Q: 3 clusters Score -2.21413e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157962 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -22141328.000000 Penalty: 5941.700195
	Iteration 47Q: 3 clusters Score -2.214133e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158008 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -22141314.000000 Penalty: 5941.700195
	Iteration 48Q: 3 clusters Score -2.214131e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158055 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -22141326.000000 Penalty: 5941.700195
	Iteration 49Q: 3 clusters Score -2.214133e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158100 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -22141304.000000 Penalty: 5941.700195
	Iteration 50Q: 3 clusters Score -2.21413e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158142 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -22141330.000000 Penalty: 5941.700195
	Iteration 51Q: 3 clusters Score -2.214133e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158178 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -22141348.000000 Penalty: 5941.700195
	Iteration 52Q: 3 clusters Score -2.214135e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158210 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -22141362.000000 Penalty: 5941.700195
	Iteration 53Q: 3 clusters Score -2.214136e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158235 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -22141352.000000 Penalty: 5941.700195
	Iteration 54Q: 3 clusters Score -2.214135e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158260 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -22141316.000000 Penalty: 5941.700195
	Iteration 55Q: 3 clusters Score -2.214132e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158283 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -22141340.000000 Penalty: 5941.700195
	Iteration 56Q: 3 clusters Score -2.214134e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158312 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -22141352.000000 Penalty: 5941.700195
	Iteration 57Q: 3 clusters Score -2.214135e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158338 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -22141338.000000 Penalty: 5941.700195
	Iteration 58Q: 3 clusters Score -2.214134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158358 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -22141358.000000 Penalty: 5941.700195
	Iteration 59Q: 3 clusters Score -2.214136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158370 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -22141364.000000 Penalty: 5941.700195
	Iteration 60F: 3 clusters Score -2.214136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158379 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -22141352.000000 Penalty: 5941.700195
	Iteration 61Q: 3 clusters Score -2.214135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158383 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -22141342.000000 Penalty: 5941.700195
	Iteration 62Q: 3 clusters Score -2.214134e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158393 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -22141358.000000 Penalty: 5941.700195
	Iteration 63Q: 3 clusters Score -2.214136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158403 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -22141354.000000 Penalty: 5941.700195
	Iteration 64Q: 3 clusters Score -2.214135e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158415 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -22141356.000000 Penalty: 5941.700195
	Iteration 65Q: 3 clusters Score -2.214136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158427 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -22141342.000000 Penalty: 5941.700195
	Iteration 66Q: 3 clusters Score -2.214134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158433 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -22141348.000000 Penalty: 5941.700195
	Iteration 67Q: 3 clusters Score -2.214135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158438 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -22141350.000000 Penalty: 5941.700195
	Iteration 68Q: 3 clusters Score -2.214135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158440 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -22141352.000000 Penalty: 5941.700195
	Iteration 69Q: 3 clusters Score -2.214135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158443 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -22141356.000000 Penalty: 5941.700195
	Iteration 70Q: 3 clusters Score -2.214136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158447 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -22141364.000000 Penalty: 5941.700195
	Iteration 71Q: 3 clusters Score -2.214136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158449 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -22141370.000000 Penalty: 5941.700195
	Iteration 72Q: 3 clusters Score -2.214137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158454 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -22141368.000000 Penalty: 5941.700195
	Iteration 73Q: 3 clusters Score -2.214137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158458 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -22141372.000000 Penalty: 5941.700195
	Iteration 74Q: 3 clusters Score -2.214137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158463 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -22141370.000000 Penalty: 5941.700195
	Iteration 75Q: 3 clusters Score -2.214137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158470 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -22141364.000000 Penalty: 5941.700195
	Iteration 76Q: 3 clusters Score -2.214136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158474 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -22141366.000000 Penalty: 5941.700195
	Iteration 77Q: 3 clusters Score -2.214137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158480 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -22141378.000000 Penalty: 5941.700195
	Iteration 78Q: 3 clusters Score -2.214138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158483 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -22141382.000000 Penalty: 5941.700195
	Iteration 79Q: 3 clusters Score -2.214138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158486 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -22141368.000000 Penalty: 5941.700195
	Iteration 80F: 3 clusters Score -2.214137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (146356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146356 members 
Entering Unmasked Estep 
Score: -20290020.000000 Penalty: 2949.661621
	Iteration 0F: 2 clusters Score -2.029002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72895 members 
Mstep: Class 2 contains 73461 members 
Entering Unmasked Estep 
Score: -20196026.000000 Penalty: 5899.323242
	Iteration 0F: 3 clusters Score -2.019603e+07 nChanged 69784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68129 members 
Mstep: Class 2 contains 78227 members 
Entering Unmasked Estep 
Score: -20236380.000000 Penalty: 5899.323242
	Iteration 1F: 3 clusters Score -2.023638e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65215 members 
Mstep: Class 2 contains 81141 members 
Entering Unmasked Estep 
Score: -20237856.000000 Penalty: 5899.323242
	Iteration 2Q: 3 clusters Score -2.023786e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60704 members 
Mstep: Class 2 contains 85652 members 
Entering Unmasked Estep 
Score: -20239936.000000 Penalty: 5899.323242
	Iteration 3Q: 3 clusters Score -2.023994e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54015 members 
Mstep: Class 2 contains 92341 members 
Entering Unmasked Estep 
Score: -20243490.000000 Penalty: 5899.323242
	Iteration 4F: 3 clusters Score -2.024349e+07 nChanged 9685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 101682 members 
Entering Unmasked Estep 
Score: -20249798.000000 Penalty: 5899.323242
	Iteration 5F: 3 clusters Score -2.02498e+07 nChanged 11948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 113554 members 
Entering Unmasked Estep 
Score: -20259604.000000 Penalty: 5899.323242
	Iteration 6F: 3 clusters Score -2.02596e+07 nChanged 12708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 126242 members 
Entering Unmasked Estep 
Score: -20270484.000000 Penalty: 5899.323242
	Iteration 7F: 3 clusters Score -2.027048e+07 nChanged 9967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 136207 members 
Entering Unmasked Estep 
Score: -20278924.000000 Penalty: 5899.323242
	Iteration 8F: 3 clusters Score -2.027892e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 141959 members 
Entering Unmasked Estep 
Score: -20283896.000000 Penalty: 5899.323242
	Iteration 9Q: 3 clusters Score -2.02839e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 144551 members 
Entering Unmasked Estep 
Score: -20286122.000000 Penalty: 5899.323242
	Iteration 10Q: 3 clusters Score -2.028612e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 145502 members 
Entering Unmasked Estep 
Score: -20286824.000000 Penalty: 5899.323242
	Iteration 11Q: 3 clusters Score -2.028682e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 145811 members 
Entering Unmasked Estep 
Score: -20287080.000000 Penalty: 5899.323242
	Iteration 12Q: 3 clusters Score -2.028708e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 145932 members 
Entering Unmasked Estep 
Score: -20287224.000000 Penalty: 5899.323242
	Iteration 13Q: 3 clusters Score -2.028722e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 145982 members 
Entering Unmasked Estep 
Score: -20287260.000000 Penalty: 5899.323242
	Iteration 14Q: 3 clusters Score -2.028726e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 146014 members 
Entering Unmasked Estep 
Score: -20287312.000000 Penalty: 5899.323242
	Iteration 15Q: 3 clusters Score -2.028731e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 146032 members 
Entering Unmasked Estep 
Score: -20287348.000000 Penalty: 5899.323242
	Iteration 16Q: 3 clusters Score -2.028735e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 146041 members 
Entering Unmasked Estep 
Score: -20287376.000000 Penalty: 5899.323242
	Iteration 17Q: 3 clusters Score -2.028738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 146045 members 
Entering Unmasked Estep 
Score: -20287400.000000 Penalty: 5899.323242
	Iteration 18Q: 3 clusters Score -2.02874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 146045 members 
Entering Unmasked Estep 
Score: -20287398.000000 Penalty: 5899.323242
	Iteration 19Q: 3 clusters Score -2.02874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 146045 members 
Entering Unmasked Estep 
Score: -20287398.000000 Penalty: 5899.323242
	Iteration 20F: 3 clusters Score -2.02874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 146044 members 
Entering Unmasked Estep 
Score: -20287390.000000 Penalty: 5899.323242
	Iteration 21Q: 3 clusters Score -2.028739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 146045 members 
Entering Unmasked Estep 
Score: -20287390.000000 Penalty: 5899.323242
	Iteration 22Q: 3 clusters Score -2.028739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 146046 members 
Entering Unmasked Estep 
Score: -20287396.000000 Penalty: 5899.323242
	Iteration 23Q: 3 clusters Score -2.02874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 146047 members 
Entering Unmasked Estep 
Score: -20287388.000000 Penalty: 5899.323242
	Iteration 24Q: 3 clusters Score -2.028739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 146048 members 
Entering Unmasked Estep 
Score: -20287396.000000 Penalty: 5899.323242
	Iteration 25Q: 3 clusters Score -2.02874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 146052 members 
Entering Unmasked Estep 
Score: -20287404.000000 Penalty: 5899.323242
	Iteration 26Q: 3 clusters Score -2.02874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 146053 members 
Entering Unmasked Estep 
Score: -20287410.000000 Penalty: 5899.323242
	Iteration 27Q: 3 clusters Score -2.028741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 146054 members 
Entering Unmasked Estep 
Score: -20287418.000000 Penalty: 5899.323242
	Iteration 28Q: 3 clusters Score -2.028742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 146055 members 
Entering Unmasked Estep 
Score: -20287412.000000 Penalty: 5899.323242
	Iteration 29Q: 3 clusters Score -2.028741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 146056 members 
Entering Unmasked Estep 
Score: -20287402.000000 Penalty: 5899.323242
	Iteration 30Q: 3 clusters Score -2.02874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 146059 members 
Entering Unmasked Estep 
Score: -20287412.000000 Penalty: 5899.323242
	Iteration 31Q: 3 clusters Score -2.028741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 146063 members 
Entering Unmasked Estep 
Score: -20287430.000000 Penalty: 5899.323242
	Iteration 32Q: 3 clusters Score -2.028743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 146062 members 
Entering Unmasked Estep 
Score: -20287422.000000 Penalty: 5899.323242
	Iteration 33Q: 3 clusters Score -2.028742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 146062 members 
Entering Unmasked Estep 
Score: -20287422.000000 Penalty: 5899.323242
	Iteration 34F: 3 clusters Score -2.028742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Entering Unmasked Estep 
Score: -6725928.500000 Penalty: 2674.227783
	Iteration 0F: 2 clusters Score -6725928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -6693475.500000 Penalty: 5348.455566
	Iteration 0F: 3 clusters Score -6693476 nChanged 22297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -6706165.000000 Penalty: 5348.455566
	Iteration 1F: 3 clusters Score -6706165 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -6706967.000000 Penalty: 5348.455566
	Iteration 2Q: 3 clusters Score -6706967 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -6707959.000000 Penalty: 5348.455566
	Iteration 3Q: 3 clusters Score -6707959 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -6709109.000000 Penalty: 5348.455566
	Iteration 4F: 3 clusters Score -6709109 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -6710559.000000 Penalty: 5348.455566
	Iteration 5F: 3 clusters Score -6710559 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -6712290.000000 Penalty: 5348.455566
	Iteration 6F: 3 clusters Score -6712290 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -6714107.500000 Penalty: 5348.455566
	Iteration 7F: 3 clusters Score -6714108 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -6715870.000000 Penalty: 5348.455566
	Iteration 8F: 3 clusters Score -6715870 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -6717213.500000 Penalty: 5348.455566
	Iteration 9Q: 3 clusters Score -6717214 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -6718010.000000 Penalty: 5348.455566
	Iteration 10Q: 3 clusters Score -6718010 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -6718447.000000 Penalty: 5348.455566
	Iteration 11Q: 3 clusters Score -6718447 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -6718717.000000 Penalty: 5348.455566
	Iteration 12Q: 3 clusters Score -6718717 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -6718877.500000 Penalty: 5348.455566
	Iteration 13Q: 3 clusters Score -6718878 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -6718942.000000 Penalty: 5348.455566
	Iteration 14Q: 3 clusters Score -6718942 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -6719028.000000 Penalty: 5348.455566
	Iteration 15Q: 3 clusters Score -6719028 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -6719049.500000 Penalty: 5348.455566
	Iteration 16Q: 3 clusters Score -6719050 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -6719081.000000 Penalty: 5348.455566
	Iteration 17Q: 3 clusters Score -6719081 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -6719105.000000 Penalty: 5348.455566
	Iteration 18Q: 3 clusters Score -6719105 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -6719104.500000 Penalty: 5348.455566
	Iteration 19Q: 3 clusters Score -6719104 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -6719120.000000 Penalty: 5348.455566
	Iteration 20F: 3 clusters Score -6719120 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -6719142.000000 Penalty: 5348.455566
	Iteration 21Q: 3 clusters Score -6719142 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -6719149.000000 Penalty: 5348.455566
	Iteration 22Q: 3 clusters Score -6719149 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -6719160.500000 Penalty: 5348.455566
	Iteration 23Q: 3 clusters Score -6719160 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -6719160.500000 Penalty: 5348.455566
	Iteration 24Q: 3 clusters Score -6719160 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -6719156.500000 Penalty: 5348.455566
	Iteration 25Q: 3 clusters Score -6719156 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -6719158.000000 Penalty: 5348.455566
	Iteration 26Q: 3 clusters Score -6719158 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -6719166.000000 Penalty: 5348.455566
	Iteration 27Q: 3 clusters Score -6719166 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -6719185.500000 Penalty: 5348.455566
	Iteration 28Q: 3 clusters Score -6719186 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -6719192.500000 Penalty: 5348.455566
	Iteration 29Q: 3 clusters Score -6719192 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -6719202.500000 Penalty: 5348.455566
	Iteration 30Q: 3 clusters Score -6719202 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -6719210.000000 Penalty: 5348.455566
	Iteration 31Q: 3 clusters Score -6719210 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -6719224.500000 Penalty: 5348.455566
	Iteration 32Q: 3 clusters Score -6719224 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -6719225.500000 Penalty: 5348.455566
	Iteration 33Q: 3 clusters Score -6719226 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -6719221.000000 Penalty: 5348.455566
	Iteration 34Q: 3 clusters Score -6719221 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -6719231.500000 Penalty: 5348.455566
	Iteration 35Q: 3 clusters Score -6719232 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -6719228.500000 Penalty: 5348.455566
	Iteration 36Q: 3 clusters Score -6719228 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -6719248.500000 Penalty: 5348.455566
	Iteration 37Q: 3 clusters Score -6719248 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -6719243.500000 Penalty: 5348.455566
	Iteration 38Q: 3 clusters Score -6719244 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -6719255.000000 Penalty: 5348.455566
	Iteration 39Q: 3 clusters Score -6719255 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6719250 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6719264 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6719282 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6719291 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6719290 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6719296 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6719312 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6719326 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6719346 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6719346 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6719360 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6719362 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6719388 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6719391 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6719408 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6719422 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6719456 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6719494 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6719542 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6719590 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -6719633.000000 Penalty: 5348.455566
	Iteration 60F: 3 clusters Score -6719633 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6719642 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6719722 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6719806 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6719881 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6719994 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6720088 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6720203 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -6720330.000000 Penalty: 5348.455566
	Iteration 68Q: 3 clusters Score -6720330 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6720465 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -6720596.500000 Penalty: 5348.455566
	Iteration 70Q: 3 clusters Score -6720596 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6720790 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6720957 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6721159 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6721407 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6721664 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6721888 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6722160 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6722405 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6722616 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -6722801.000000 Penalty: 5348.455566
	Iteration 80F: 3 clusters Score -6722801 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
Score: -6722910.000000 Penalty: 5348.455566
	Iteration 81Q: 3 clusters Score -6722910 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -6723032.000000 Penalty: 5348.455566
	Iteration 82Q: 3 clusters Score -6723032 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -6723120.000000 Penalty: 5348.455566
	Iteration 83Q: 3 clusters Score -6723120 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 45610 members 
Entering Unmasked Estep 
Score: -6723207.000000 Penalty: 5348.455566
	Iteration 84Q: 3 clusters Score -6723207 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -6723280.000000 Penalty: 5348.455566
	Iteration 85Q: 3 clusters Score -6723280 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -6723364.000000 Penalty: 5348.455566
	Iteration 86Q: 3 clusters Score -6723364 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -6723406.000000 Penalty: 5348.455566
	Iteration 87Q: 3 clusters Score -6723406 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -6723452.000000 Penalty: 5348.455566
	Iteration 88Q: 3 clusters Score -6723452 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -6723487.000000 Penalty: 5348.455566
	Iteration 89Q: 3 clusters Score -6723487 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -6723510.500000 Penalty: 5348.455566
	Iteration 90Q: 3 clusters Score -6723510 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -6723534.500000 Penalty: 5348.455566
	Iteration 91Q: 3 clusters Score -6723534 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -6723555.000000 Penalty: 5348.455566
	Iteration 92Q: 3 clusters Score -6723555 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -6723583.000000 Penalty: 5348.455566
	Iteration 93Q: 3 clusters Score -6723583 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -6723597.500000 Penalty: 5348.455566
	Iteration 94Q: 3 clusters Score -6723598 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -6723620.000000 Penalty: 5348.455566
	Iteration 95Q: 3 clusters Score -6723620 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -6723636.000000 Penalty: 5348.455566
	Iteration 96Q: 3 clusters Score -6723636 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -6723661.500000 Penalty: 5348.455566
	Iteration 97Q: 3 clusters Score -6723662 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -6723671.000000 Penalty: 5348.455566
	Iteration 98Q: 3 clusters Score -6723671 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -6723687.000000 Penalty: 5348.455566
	Iteration 99Q: 3 clusters Score -6723687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -6723691.000000 Penalty: 5348.455566
	Iteration 100F: 3 clusters Score -6723691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -6723705.500000 Penalty: 5348.455566
	Iteration 101Q: 3 clusters Score -6723706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -6723714.500000 Penalty: 5348.455566
	Iteration 102Q: 3 clusters Score -6723714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6723714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -6723716.000000 Penalty: 5348.455566
	Iteration 104Q: 3 clusters Score -6723716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -6723725.500000 Penalty: 5348.455566
	Iteration 105Q: 3 clusters Score -6723726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -6723728.000000 Penalty: 5348.455566
	Iteration 106Q: 3 clusters Score -6723728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -6723728.000000 Penalty: 5348.455566
	Iteration 107Q: 3 clusters Score -6723728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -6723725.000000 Penalty: 5348.455566
	Iteration 108Q: 3 clusters Score -6723725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -6723726.000000 Penalty: 5348.455566
	Iteration 109Q: 3 clusters Score -6723726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -6723731.500000 Penalty: 5348.455566
	Iteration 110Q: 3 clusters Score -6723732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -6723734.000000 Penalty: 5348.455566
	Iteration 111Q: 3 clusters Score -6723734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -6723751.500000 Penalty: 5348.455566
	Iteration 112Q: 3 clusters Score -6723752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -6723758.500000 Penalty: 5348.455566
	Iteration 113Q: 3 clusters Score -6723758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -6723762.500000 Penalty: 5348.455566
	Iteration 114Q: 3 clusters Score -6723762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -6723769.500000 Penalty: 5348.455566
	Iteration 115Q: 3 clusters Score -6723770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -6723765.000000 Penalty: 5348.455566
	Iteration 116Q: 3 clusters Score -6723765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -6723771.000000 Penalty: 5348.455566
	Iteration 117Q: 3 clusters Score -6723771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -6723768.500000 Penalty: 5348.455566
	Iteration 118Q: 3 clusters Score -6723768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -6723775.000000 Penalty: 5348.455566
	Iteration 119Q: 3 clusters Score -6723775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -6723775.500000 Penalty: 5348.455566
	Iteration 120F: 3 clusters Score -6723776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -6723776.500000 Penalty: 5348.455566
	Iteration 121Q: 3 clusters Score -6723776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -6723781.500000 Penalty: 5348.455566
	Iteration 122Q: 3 clusters Score -6723782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -6723772.000000 Penalty: 5348.455566
	Iteration 123Q: 3 clusters Score -6723772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -6723772.000000 Penalty: 5348.455566
	Iteration 124Q: 3 clusters Score -6723772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -6723776.500000 Penalty: 5348.455566
	Iteration 125Q: 3 clusters Score -6723776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -6723782.000000 Penalty: 5348.455566
	Iteration 126Q: 3 clusters Score -6723782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -6723783.000000 Penalty: 5348.455566
	Iteration 127Q: 3 clusters Score -6723783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -6723785.000000 Penalty: 5348.455566
	Iteration 128Q: 3 clusters Score -6723785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -6723785.000000 Penalty: 5348.455566
	Iteration 129F: 3 clusters Score -6723785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6703 members 
Entering Unmasked Estep 
Score: -932596.687500 Penalty: 2184.957031
	Iteration 0F: 2 clusters Score -932596.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -926995.312500 Penalty: 4369.914062
	Iteration 0F: 3 clusters Score -926995.3 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -928414.500000 Penalty: 4369.914062
	Iteration 1F: 3 clusters Score -928414.5 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -928746.062500 Penalty: 4369.914062
	Iteration 2F: 3 clusters Score -928746.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -929033.062500 Penalty: 4369.914062
	Iteration 3F: 3 clusters Score -929033.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -929266.375000 Penalty: 4369.914062
	Iteration 4F: 3 clusters Score -929266.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -929440.562500 Penalty: 4369.914062
	Iteration 5Q: 3 clusters Score -929440.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -929611.312500 Penalty: 4369.914062
	Iteration 6Q: 3 clusters Score -929611.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -929773.187500 Penalty: 4369.914062
	Iteration 7Q: 3 clusters Score -929773.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -929959.250000 Penalty: 4369.914062
	Iteration 8Q: 3 clusters Score -929959.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -930154.625000 Penalty: 4369.914062
	Iteration 9Q: 3 clusters Score -930154.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -930341.500000 Penalty: 4369.914062
	Iteration 10Q: 3 clusters Score -930341.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -930498.812500 Penalty: 4369.914062
	Iteration 11Q: 3 clusters Score -930498.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -930633.062500 Penalty: 4369.914062
	Iteration 12Q: 3 clusters Score -930633.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -930752.187500 Penalty: 4369.914062
	Iteration 13Q: 3 clusters Score -930752.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -930867.187500 Penalty: 4369.914062
	Iteration 14Q: 3 clusters Score -930867.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -931009.000000 Penalty: 4369.914062
	Iteration 15Q: 3 clusters Score -931009 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -931163.750000 Penalty: 4369.914062
	Iteration 16Q: 3 clusters Score -931163.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -931314.312500 Penalty: 4369.914062
	Iteration 17Q: 3 clusters Score -931314.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -931500.562500 Penalty: 4369.914062
	Iteration 18Q: 3 clusters Score -931500.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -931665.000000 Penalty: 4369.914062
	Iteration 19Q: 3 clusters Score -931665 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -931825.312500 Penalty: 4369.914062
	Iteration 20F: 3 clusters Score -931825.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -931950.250000 Penalty: 4369.914062
	Iteration 21Q: 3 clusters Score -931950.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -932065.937500 Penalty: 4369.914062
	Iteration 22Q: 3 clusters Score -932065.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -932140.437500 Penalty: 4369.914062
	Iteration 23Q: 3 clusters Score -932140.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -932205.000000 Penalty: 4369.914062
	Iteration 24Q: 3 clusters Score -932205 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -932248.625000 Penalty: 4369.914062
	Iteration 25Q: 3 clusters Score -932248.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -932272.125000 Penalty: 4369.914062
	Iteration 26Q: 3 clusters Score -932272.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -932288.250000 Penalty: 4369.914062
	Iteration 27Q: 3 clusters Score -932288.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -932299.125000 Penalty: 4369.914062
	Iteration 28Q: 3 clusters Score -932299.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -932305.562500 Penalty: 4369.914062
	Iteration 29Q: 3 clusters Score -932305.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -932307.625000 Penalty: 4369.914062
	Iteration 30Q: 3 clusters Score -932307.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -932312.625000 Penalty: 4369.914062
	Iteration 31Q: 3 clusters Score -932312.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -932312.875000 Penalty: 4369.914062
	Iteration 32Q: 3 clusters Score -932312.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -932313.812500 Penalty: 4369.914062
	Iteration 33Q: 3 clusters Score -932313.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -932312.812500 Penalty: 4369.914062
	Iteration 34Q: 3 clusters Score -932312.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -932313.437500 Penalty: 4369.914062
	Iteration 35Q: 3 clusters Score -932313.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -932315.500000 Penalty: 4369.914062
	Iteration 36Q: 3 clusters Score -932315.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -932313.375000 Penalty: 4369.914062
	Iteration 37Q: 3 clusters Score -932313.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -932315.000000 Penalty: 4369.914062
	Iteration 38Q: 3 clusters Score -932315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -932315.375000 Penalty: 4369.914062
	Iteration 39Q: 3 clusters Score -932315.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -932314.875000 Penalty: 4369.914062
	Iteration 40F: 3 clusters Score -932314.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Entering Unmasked Estep 
Score: -1173370.125000 Penalty: 2249.056641
	Iteration 0F: 2 clusters Score -1173370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1166515.250000 Penalty: 4498.113281
	Iteration 0F: 3 clusters Score -1166515 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1168469.125000 Penalty: 4498.113281
	Iteration 1F: 3 clusters Score -1168469 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1168813.500000 Penalty: 4498.113281
	Iteration 2F: 3 clusters Score -1168814 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1169112.750000 Penalty: 4498.113281
	Iteration 3F: 3 clusters Score -1169113 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1169421.875000 Penalty: 4498.113281
	Iteration 4F: 3 clusters Score -1169422 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1169782.000000 Penalty: 4498.113281
	Iteration 5F: 3 clusters Score -1169782 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1170146.000000 Penalty: 4498.113281
	Iteration 6F: 3 clusters Score -1170146 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1170502.875000 Penalty: 4498.113281
	Iteration 7F: 3 clusters Score -1170503 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1170784.625000 Penalty: 4498.113281
	Iteration 8Q: 3 clusters Score -1170785 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1170997.250000 Penalty: 4498.113281
	Iteration 9Q: 3 clusters Score -1170997 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1171199.000000 Penalty: 4498.113281
	Iteration 10Q: 3 clusters Score -1171199 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1171392.875000 Penalty: 4498.113281
	Iteration 11Q: 3 clusters Score -1171393 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1171560.750000 Penalty: 4498.113281
	Iteration 12Q: 3 clusters Score -1171561 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1171661.250000 Penalty: 4498.113281
	Iteration 13Q: 3 clusters Score -1171661 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1171717.500000 Penalty: 4498.113281
	Iteration 14Q: 3 clusters Score -1171718 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1171740.750000 Penalty: 4498.113281
	Iteration 15Q: 3 clusters Score -1171741 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1171765.125000 Penalty: 4498.113281
	Iteration 16Q: 3 clusters Score -1171765 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1171779.125000 Penalty: 4498.113281
	Iteration 17Q: 3 clusters Score -1171779 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1171792.375000 Penalty: 4498.113281
	Iteration 18Q: 3 clusters Score -1171792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1171806.000000 Penalty: 4498.113281
	Iteration 19Q: 3 clusters Score -1171806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1171812.250000 Penalty: 4498.113281
	Iteration 20F: 3 clusters Score -1171812 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1171818.750000 Penalty: 4498.113281
	Iteration 21Q: 3 clusters Score -1171819 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1171826.500000 Penalty: 4498.113281
	Iteration 22Q: 3 clusters Score -1171826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1171831.125000 Penalty: 4498.113281
	Iteration 23Q: 3 clusters Score -1171831 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1171839.875000 Penalty: 4498.113281
	Iteration 24Q: 3 clusters Score -1171840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1171852.000000 Penalty: 4498.113281
	Iteration 25Q: 3 clusters Score -1171852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1171857.500000 Penalty: 4498.113281
	Iteration 26Q: 3 clusters Score -1171858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1171860.875000 Penalty: 4498.113281
	Iteration 27Q: 3 clusters Score -1171861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1171870.875000 Penalty: 4498.113281
	Iteration 28Q: 3 clusters Score -1171871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1171875.125000 Penalty: 4498.113281
	Iteration 29Q: 3 clusters Score -1171875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1171881.000000 Penalty: 4498.113281
	Iteration 30Q: 3 clusters Score -1171881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1171885.875000 Penalty: 4498.113281
	Iteration 31Q: 3 clusters Score -1171886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1171892.875000 Penalty: 4498.113281
	Iteration 32Q: 3 clusters Score -1171893 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1171904.875000 Penalty: 4498.113281
	Iteration 33Q: 3 clusters Score -1171905 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1171909.875000 Penalty: 4498.113281
	Iteration 34Q: 3 clusters Score -1171910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1171919.125000 Penalty: 4498.113281
	Iteration 35Q: 3 clusters Score -1171919 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1171922.250000 Penalty: 4498.113281
	Iteration 36Q: 3 clusters Score -1171922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1171931.000000 Penalty: 4498.113281
	Iteration 37Q: 3 clusters Score -1171931 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1171937.500000 Penalty: 4498.113281
	Iteration 38Q: 3 clusters Score -1171938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1171947.000000 Penalty: 4498.113281
	Iteration 39Q: 3 clusters Score -1171947 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1171962.625000 Penalty: 4498.113281
	Iteration 40F: 3 clusters Score -1171963 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1171975.875000 Penalty: 4498.113281
	Iteration 41Q: 3 clusters Score -1171976 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1171989.625000 Penalty: 4498.113281
	Iteration 42Q: 3 clusters Score -1171990 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1172012.875000 Penalty: 4498.113281
	Iteration 43Q: 3 clusters Score -1172013 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1172036.250000 Penalty: 4498.113281
	Iteration 44Q: 3 clusters Score -1172036 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1172063.750000 Penalty: 4498.113281
	Iteration 45Q: 3 clusters Score -1172064 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1172096.000000 Penalty: 4498.113281
	Iteration 46Q: 3 clusters Score -1172096 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1172131.000000 Penalty: 4498.113281
	Iteration 47Q: 3 clusters Score -1172131 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1172157.500000 Penalty: 4498.113281
	Iteration 48Q: 3 clusters Score -1172158 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1172177.625000 Penalty: 4498.113281
	Iteration 49Q: 3 clusters Score -1172178 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1172200.750000 Penalty: 4498.113281
	Iteration 50Q: 3 clusters Score -1172201 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1172227.250000 Penalty: 4498.113281
	Iteration 51Q: 3 clusters Score -1172227 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1172266.875000 Penalty: 4498.113281
	Iteration 52Q: 3 clusters Score -1172267 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1172308.000000 Penalty: 4498.113281
	Iteration 53Q: 3 clusters Score -1172308 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1172351.375000 Penalty: 4498.113281
	Iteration 54Q: 3 clusters Score -1172351 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1172407.125000 Penalty: 4498.113281
	Iteration 55Q: 3 clusters Score -1172407 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1172463.125000 Penalty: 4498.113281
	Iteration 56Q: 3 clusters Score -1172463 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1172520.875000 Penalty: 4498.113281
	Iteration 57Q: 3 clusters Score -1172521 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1172564.750000 Penalty: 4498.113281
	Iteration 58Q: 3 clusters Score -1172565 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1172605.000000 Penalty: 4498.113281
	Iteration 59Q: 3 clusters Score -1172605 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1172635.875000 Penalty: 4498.113281
	Iteration 60F: 3 clusters Score -1172636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1172661.500000 Penalty: 4498.113281
	Iteration 61Q: 3 clusters Score -1172662 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1172683.750000 Penalty: 4498.113281
	Iteration 62Q: 3 clusters Score -1172684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1172700.250000 Penalty: 4498.113281
	Iteration 63Q: 3 clusters Score -1172700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1172718.125000 Penalty: 4498.113281
	Iteration 64Q: 3 clusters Score -1172718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1172734.500000 Penalty: 4498.113281
	Iteration 65Q: 3 clusters Score -1172734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1172748.750000 Penalty: 4498.113281
	Iteration 66Q: 3 clusters Score -1172749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1172762.125000 Penalty: 4498.113281
	Iteration 67Q: 3 clusters Score -1172762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1172770.250000 Penalty: 4498.113281
	Iteration 68Q: 3 clusters Score -1172770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1172776.500000 Penalty: 4498.113281
	Iteration 69Q: 3 clusters Score -1172776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1172781.625000 Penalty: 4498.113281
	Iteration 70Q: 3 clusters Score -1172782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1172787.125000 Penalty: 4498.113281
	Iteration 71Q: 3 clusters Score -1172787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1172790.375000 Penalty: 4498.113281
	Iteration 72Q: 3 clusters Score -1172790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1172797.375000 Penalty: 4498.113281
	Iteration 73Q: 3 clusters Score -1172797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1172804.125000 Penalty: 4498.113281
	Iteration 74Q: 3 clusters Score -1172804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1172811.750000 Penalty: 4498.113281
	Iteration 75Q: 3 clusters Score -1172812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1172816.875000 Penalty: 4498.113281
	Iteration 76Q: 3 clusters Score -1172817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1172819.875000 Penalty: 4498.113281
	Iteration 77Q: 3 clusters Score -1172820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1172826.000000 Penalty: 4498.113281
	Iteration 78Q: 3 clusters Score -1172826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1172829.875000 Penalty: 4498.113281
	Iteration 79Q: 3 clusters Score -1172830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1172834.250000 Penalty: 4498.113281
	Iteration 80F: 3 clusters Score -1172834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1172834.125000 Penalty: 4498.113281
	Iteration 81Q: 3 clusters Score -1172834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1172834.375000 Penalty: 4498.113281
	Iteration 82Q: 3 clusters Score -1172834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1172836.250000 Penalty: 4498.113281
	Iteration 83Q: 3 clusters Score -1172836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1172841.000000 Penalty: 4498.113281
	Iteration 84Q: 3 clusters Score -1172841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1172842.375000 Penalty: 4498.113281
	Iteration 85Q: 3 clusters Score -1172842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1172847.875000 Penalty: 4498.113281
	Iteration 86Q: 3 clusters Score -1172848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1172847.000000 Penalty: 4498.113281
	Iteration 87Q: 3 clusters Score -1172847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1172846.000000 Penalty: 4498.113281
	Iteration 88Q: 3 clusters Score -1172846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1172846.000000 Penalty: 4498.113281
	Iteration 89F: 3 clusters Score -1172846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Entering Unmasked Estep 
Score: -368248.750000 Penalty: 1964.810669
	Iteration 0F: 2 clusters Score -368248.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -365169.000000 Penalty: 3929.621338
	Iteration 0F: 3 clusters Score -365169 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -365838.500000 Penalty: 3929.621338
	Iteration 1F: 3 clusters Score -365838.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -366041.062500 Penalty: 3929.621338
	Iteration 2F: 3 clusters Score -366041.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -366184.218750 Penalty: 3929.621338
	Iteration 3F: 3 clusters Score -366184.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -366293.875000 Penalty: 3929.621338
	Iteration 4Q: 3 clusters Score -366293.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -366375.875000 Penalty: 3929.621338
	Iteration 5Q: 3 clusters Score -366375.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -366453.125000 Penalty: 3929.621338
	Iteration 6Q: 3 clusters Score -366453.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -366534.906250 Penalty: 3929.621338
	Iteration 7Q: 3 clusters Score -366534.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -366601.750000 Penalty: 3929.621338
	Iteration 8Q: 3 clusters Score -366601.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -366659.031250 Penalty: 3929.621338
	Iteration 9Q: 3 clusters Score -366659 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -366705.968750 Penalty: 3929.621338
	Iteration 10Q: 3 clusters Score -366706 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -366755.062500 Penalty: 3929.621338
	Iteration 11Q: 3 clusters Score -366755.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -366806.812500 Penalty: 3929.621338
	Iteration 12Q: 3 clusters Score -366806.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -366837.218750 Penalty: 3929.621338
	Iteration 13Q: 3 clusters Score -366837.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -366866.656250 Penalty: 3929.621338
	Iteration 14Q: 3 clusters Score -366866.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -366885.500000 Penalty: 3929.621338
	Iteration 15Q: 3 clusters Score -366885.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -366896.468750 Penalty: 3929.621338
	Iteration 16Q: 3 clusters Score -366896.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -366908.093750 Penalty: 3929.621338
	Iteration 17Q: 3 clusters Score -366908.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -366916.000000 Penalty: 3929.621338
	Iteration 18Q: 3 clusters Score -366916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -366925.406250 Penalty: 3929.621338
	Iteration 19Q: 3 clusters Score -366925.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -366931.562500 Penalty: 3929.621338
	Iteration 20F: 3 clusters Score -366931.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -366937.343750 Penalty: 3929.621338
	Iteration 21Q: 3 clusters Score -366937.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -366940.718750 Penalty: 3929.621338
	Iteration 22Q: 3 clusters Score -366940.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -366943.750000 Penalty: 3929.621338
	Iteration 23Q: 3 clusters Score -366943.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -366948.437500 Penalty: 3929.621338
	Iteration 24Q: 3 clusters Score -366948.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -366952.531250 Penalty: 3929.621338
	Iteration 25Q: 3 clusters Score -366952.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -366960.343750 Penalty: 3929.621338
	Iteration 26Q: 3 clusters Score -366960.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -366970.218750 Penalty: 3929.621338
	Iteration 27Q: 3 clusters Score -366970.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -366979.093750 Penalty: 3929.621338
	Iteration 28Q: 3 clusters Score -366979.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -366986.687500 Penalty: 3929.621338
	Iteration 29Q: 3 clusters Score -366986.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -366991.468750 Penalty: 3929.621338
	Iteration 30Q: 3 clusters Score -366991.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -366995.593750 Penalty: 3929.621338
	Iteration 31Q: 3 clusters Score -366995.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -366999.281250 Penalty: 3929.621338
	Iteration 32Q: 3 clusters Score -366999.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -367001.906250 Penalty: 3929.621338
	Iteration 33Q: 3 clusters Score -367001.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -367003.062500 Penalty: 3929.621338
	Iteration 34Q: 3 clusters Score -367003.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -367004.593750 Penalty: 3929.621338
	Iteration 35Q: 3 clusters Score -367004.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -367006.968750 Penalty: 3929.621338
	Iteration 36Q: 3 clusters Score -367007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -367007.843750 Penalty: 3929.621338
	Iteration 37Q: 3 clusters Score -367007.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -367009.625000 Penalty: 3929.621338
	Iteration 38Q: 3 clusters Score -367009.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -367011.500000 Penalty: 3929.621338
	Iteration 39Q: 3 clusters Score -367011.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -367013.781250 Penalty: 3929.621338
	Iteration 40F: 3 clusters Score -367013.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -367015.000000 Penalty: 3929.621338
	Iteration 41Q: 3 clusters Score -367015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -367016.625000 Penalty: 3929.621338
	Iteration 42Q: 3 clusters Score -367016.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -367016.625000 Penalty: 3929.621338
	Iteration 43F: 3 clusters Score -367016.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (127233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127233 members 
Entering Unmasked Estep 
Score: -17724570.000000 Penalty: 2914.936279
	Iteration 0F: 2 clusters Score -1.772457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63669 members 
Mstep: Class 2 contains 63564 members 
Entering Unmasked Estep 
Score: -17640728.000000 Penalty: 5829.872559
	Iteration 0F: 3 clusters Score -1.764073e+07 nChanged 60555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64520 members 
Mstep: Class 2 contains 62713 members 
Entering Unmasked Estep 
Score: -17675244.000000 Penalty: 5829.872559
	Iteration 1F: 3 clusters Score -1.767524e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64831 members 
Mstep: Class 2 contains 62402 members 
Entering Unmasked Estep 
Score: -17675980.000000 Penalty: 5829.872559
	Iteration 2Q: 3 clusters Score -1.767598e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65245 members 
Mstep: Class 2 contains 61988 members 
Entering Unmasked Estep 
Score: -17676914.000000 Penalty: 5829.872559
	Iteration 3Q: 3 clusters Score -1.767691e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65741 members 
Mstep: Class 2 contains 61492 members 
Entering Unmasked Estep 
Score: -17678078.000000 Penalty: 5829.872559
	Iteration 4Q: 3 clusters Score -1.767808e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66416 members 
Mstep: Class 2 contains 60817 members 
Entering Unmasked Estep 
Score: -17679664.000000 Penalty: 5829.872559
	Iteration 5Q: 3 clusters Score -1.767966e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67372 members 
Mstep: Class 2 contains 59861 members 
Entering Unmasked Estep 
Score: -17682074.000000 Penalty: 5829.872559
	Iteration 6Q: 3 clusters Score -1.768207e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68648 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -17685482.000000 Penalty: 5829.872559
	Iteration 7Q: 3 clusters Score -1.768548e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70081 members 
Mstep: Class 2 contains 57152 members 
Entering Unmasked Estep 
Score: -17690266.000000 Penalty: 5829.872559
	Iteration 8F: 3 clusters Score -1.769027e+07 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71538 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -17696394.000000 Penalty: 5829.872559
	Iteration 9F: 3 clusters Score -1.769639e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72763 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -17701600.000000 Penalty: 5829.872559
	Iteration 10F: 3 clusters Score -1.77016e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73717 members 
Mstep: Class 2 contains 53516 members 
Entering Unmasked Estep 
Score: -17704362.000000 Penalty: 5829.872559
	Iteration 11Q: 3 clusters Score -1.770436e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74558 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -17705444.000000 Penalty: 5829.872559
	Iteration 12Q: 3 clusters Score -1.770544e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75373 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -17705926.000000 Penalty: 5829.872559
	Iteration 13Q: 3 clusters Score -1.770593e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76257 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -17706284.000000 Penalty: 5829.872559
	Iteration 14Q: 3 clusters Score -1.770628e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77220 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -17706552.000000 Penalty: 5829.872559
	Iteration 15Q: 3 clusters Score -1.770655e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78187 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -17706806.000000 Penalty: 5829.872559
	Iteration 16Q: 3 clusters Score -1.770681e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79221 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -17707056.000000 Penalty: 5829.872559
	Iteration 17Q: 3 clusters Score -1.770706e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80322 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -17707388.000000 Penalty: 5829.872559
	Iteration 18Q: 3 clusters Score -1.770739e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81485 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -17707720.000000 Penalty: 5829.872559
	Iteration 19Q: 3 clusters Score -1.770772e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82737 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -17708068.000000 Penalty: 5829.872559
	Iteration 20F: 3 clusters Score -1.770807e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84139 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -17708388.000000 Penalty: 5829.872559
	Iteration 21Q: 3 clusters Score -1.770839e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85582 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -17708810.000000 Penalty: 5829.872559
	Iteration 22Q: 3 clusters Score -1.770881e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87117 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -17709114.000000 Penalty: 5829.872559
	Iteration 23Q: 3 clusters Score -1.770911e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88712 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -17709568.000000 Penalty: 5829.872559
	Iteration 24Q: 3 clusters Score -1.770957e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90381 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -17710158.000000 Penalty: 5829.872559
	Iteration 25Q: 3 clusters Score -1.771016e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92093 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -17710688.000000 Penalty: 5829.872559
	Iteration 26Q: 3 clusters Score -1.771069e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93881 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -17711078.000000 Penalty: 5829.872559
	Iteration 27Q: 3 clusters Score -1.771108e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95738 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -17711668.000000 Penalty: 5829.872559
	Iteration 28Q: 3 clusters Score -1.771167e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97662 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -17712312.000000 Penalty: 5829.872559
	Iteration 29Q: 3 clusters Score -1.771231e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99632 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -17712992.000000 Penalty: 5829.872559
	Iteration 30Q: 3 clusters Score -1.771299e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101763 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -17713678.000000 Penalty: 5829.872559
	Iteration 31Q: 3 clusters Score -1.771368e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103843 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -17714490.000000 Penalty: 5829.872559
	Iteration 32Q: 3 clusters Score -1.771449e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105939 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -17715278.000000 Penalty: 5829.872559
	Iteration 33Q: 3 clusters Score -1.771528e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107903 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -17715996.000000 Penalty: 5829.872559
	Iteration 34Q: 3 clusters Score -1.7716e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109803 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -17716612.000000 Penalty: 5829.872559
	Iteration 35Q: 3 clusters Score -1.771661e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111587 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -17717148.000000 Penalty: 5829.872559
	Iteration 36Q: 3 clusters Score -1.771715e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113300 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -17717806.000000 Penalty: 5829.872559
	Iteration 37Q: 3 clusters Score -1.771781e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114960 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -17718416.000000 Penalty: 5829.872559
	Iteration 38Q: 3 clusters Score -1.771842e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116456 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -17718962.000000 Penalty: 5829.872559
	Iteration 39Q: 3 clusters Score -1.771896e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117826 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -17719446.000000 Penalty: 5829.872559
	Iteration 40F: 3 clusters Score -1.771945e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119031 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -17719768.000000 Penalty: 5829.872559
	Iteration 41Q: 3 clusters Score -1.771977e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120106 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -17720186.000000 Penalty: 5829.872559
	Iteration 42Q: 3 clusters Score -1.772019e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120984 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -17720462.000000 Penalty: 5829.872559
	Iteration 43Q: 3 clusters Score -1.772046e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121767 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -17720738.000000 Penalty: 5829.872559
	Iteration 44Q: 3 clusters Score -1.772074e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122453 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -17720938.000000 Penalty: 5829.872559
	Iteration 45Q: 3 clusters Score -1.772094e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123004 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -17721120.000000 Penalty: 5829.872559
	Iteration 46Q: 3 clusters Score -1.772112e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123479 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -17721234.000000 Penalty: 5829.872559
	Iteration 47Q: 3 clusters Score -1.772123e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123839 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -17721398.000000 Penalty: 5829.872559
	Iteration 48Q: 3 clusters Score -1.77214e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124166 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -17721550.000000 Penalty: 5829.872559
	Iteration 49Q: 3 clusters Score -1.772155e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124452 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -17721650.000000 Penalty: 5829.872559
	Iteration 50Q: 3 clusters Score -1.772165e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124672 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -17721688.000000 Penalty: 5829.872559
	Iteration 51Q: 3 clusters Score -1.772169e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124858 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -17721718.000000 Penalty: 5829.872559
	Iteration 52Q: 3 clusters Score -1.772172e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125018 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -17721744.000000 Penalty: 5829.872559
	Iteration 53Q: 3 clusters Score -1.772174e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125146 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -17721842.000000 Penalty: 5829.872559
	Iteration 54Q: 3 clusters Score -1.772184e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125258 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -17721870.000000 Penalty: 5829.872559
	Iteration 55Q: 3 clusters Score -1.772187e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125365 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -17721908.000000 Penalty: 5829.872559
	Iteration 56Q: 3 clusters Score -1.772191e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125458 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -17721954.000000 Penalty: 5829.872559
	Iteration 57Q: 3 clusters Score -1.772195e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125533 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -17721976.000000 Penalty: 5829.872559
	Iteration 58Q: 3 clusters Score -1.772198e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125597 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -17721982.000000 Penalty: 5829.872559
	Iteration 59Q: 3 clusters Score -1.772198e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125663 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -17722002.000000 Penalty: 5829.872559
	Iteration 60F: 3 clusters Score -1.7722e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125721 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -17722014.000000 Penalty: 5829.872559
	Iteration 61Q: 3 clusters Score -1.772201e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125759 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -17722032.000000 Penalty: 5829.872559
	Iteration 62Q: 3 clusters Score -1.772203e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125791 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -17722050.000000 Penalty: 5829.872559
	Iteration 63Q: 3 clusters Score -1.772205e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125827 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -17722070.000000 Penalty: 5829.872559
	Iteration 64Q: 3 clusters Score -1.772207e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125868 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -17722078.000000 Penalty: 5829.872559
	Iteration 65Q: 3 clusters Score -1.772208e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125906 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -17722112.000000 Penalty: 5829.872559
	Iteration 66Q: 3 clusters Score -1.772211e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125935 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -17722132.000000 Penalty: 5829.872559
	Iteration 67Q: 3 clusters Score -1.772213e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125951 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -17722120.000000 Penalty: 5829.872559
	Iteration 68Q: 3 clusters Score -1.772212e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125974 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -17722130.000000 Penalty: 5829.872559
	Iteration 69Q: 3 clusters Score -1.772213e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125992 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -17722132.000000 Penalty: 5829.872559
	Iteration 70Q: 3 clusters Score -1.772213e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126006 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -17722142.000000 Penalty: 5829.872559
	Iteration 71Q: 3 clusters Score -1.772214e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126024 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -17722160.000000 Penalty: 5829.872559
	Iteration 72Q: 3 clusters Score -1.772216e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126041 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -17722164.000000 Penalty: 5829.872559
	Iteration 73Q: 3 clusters Score -1.772216e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126050 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -17722166.000000 Penalty: 5829.872559
	Iteration 74Q: 3 clusters Score -1.772217e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126064 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -17722184.000000 Penalty: 5829.872559
	Iteration 75Q: 3 clusters Score -1.772218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126072 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -17722202.000000 Penalty: 5829.872559
	Iteration 76Q: 3 clusters Score -1.77222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126084 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -17722192.000000 Penalty: 5829.872559
	Iteration 77Q: 3 clusters Score -1.772219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126091 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -17722204.000000 Penalty: 5829.872559
	Iteration 78Q: 3 clusters Score -1.77222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126094 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -17722212.000000 Penalty: 5829.872559
	Iteration 79Q: 3 clusters Score -1.772221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126099 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -17722214.000000 Penalty: 5829.872559
	Iteration 80F: 3 clusters Score -1.772221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126100 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -17722222.000000 Penalty: 5829.872559
	Iteration 81Q: 3 clusters Score -1.772222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126103 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -17722218.000000 Penalty: 5829.872559
	Iteration 82Q: 3 clusters Score -1.772222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126102 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -17722210.000000 Penalty: 5829.872559
	Iteration 83Q: 3 clusters Score -1.772221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126105 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -17722206.000000 Penalty: 5829.872559
	Iteration 84Q: 3 clusters Score -1.772221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126105 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -17722206.000000 Penalty: 5829.872559
	Iteration 85F: 3 clusters Score -1.772221e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Entering Unmasked Estep 
Score: -1042767.312500 Penalty: 2220.663086
	Iteration 0F: 2 clusters Score -1042767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1036532.687500 Penalty: 4441.326172
	Iteration 0F: 3 clusters Score -1036533 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1038256.562500 Penalty: 4441.326172
	Iteration 1F: 3 clusters Score -1038257 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1038555.375000 Penalty: 4441.326172
	Iteration 2F: 3 clusters Score -1038555 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1038771.625000 Penalty: 4441.326172
	Iteration 3F: 3 clusters Score -1038772 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1038958.562500 Penalty: 4441.326172
	Iteration 4Q: 3 clusters Score -1038959 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1039098.375000 Penalty: 4441.326172
	Iteration 5Q: 3 clusters Score -1039098 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1039221.437500 Penalty: 4441.326172
	Iteration 6Q: 3 clusters Score -1039221 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1039356.187500 Penalty: 4441.326172
	Iteration 7Q: 3 clusters Score -1039356 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1039493.625000 Penalty: 4441.326172
	Iteration 8Q: 3 clusters Score -1039494 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1039624.750000 Penalty: 4441.326172
	Iteration 9Q: 3 clusters Score -1039625 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1039766.562500 Penalty: 4441.326172
	Iteration 10Q: 3 clusters Score -1039767 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1039888.187500 Penalty: 4441.326172
	Iteration 11Q: 3 clusters Score -1039888 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1039999.687500 Penalty: 4441.326172
	Iteration 12Q: 3 clusters Score -1040000 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1040092.312500 Penalty: 4441.326172
	Iteration 13Q: 3 clusters Score -1040092 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1040192.000000 Penalty: 4441.326172
	Iteration 14Q: 3 clusters Score -1040192 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1040289.562500 Penalty: 4441.326172
	Iteration 15Q: 3 clusters Score -1040290 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1040370.750000 Penalty: 4441.326172
	Iteration 16Q: 3 clusters Score -1040371 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1040434.062500 Penalty: 4441.326172
	Iteration 17Q: 3 clusters Score -1040434 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1040496.562500 Penalty: 4441.326172
	Iteration 18Q: 3 clusters Score -1040497 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1040545.625000 Penalty: 4441.326172
	Iteration 19Q: 3 clusters Score -1040546 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1040592.625000 Penalty: 4441.326172
	Iteration 20F: 3 clusters Score -1040593 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1040638.812500 Penalty: 4441.326172
	Iteration 21Q: 3 clusters Score -1040639 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1040697.562500 Penalty: 4441.326172
	Iteration 22Q: 3 clusters Score -1040698 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1040760.062500 Penalty: 4441.326172
	Iteration 23Q: 3 clusters Score -1040760 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1040818.562500 Penalty: 4441.326172
	Iteration 24Q: 3 clusters Score -1040819 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1040871.250000 Penalty: 4441.326172
	Iteration 25Q: 3 clusters Score -1040871 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1040920.437500 Penalty: 4441.326172
	Iteration 26Q: 3 clusters Score -1040920 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1040969.375000 Penalty: 4441.326172
	Iteration 27Q: 3 clusters Score -1040969 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1041011.750000 Penalty: 4441.326172
	Iteration 28Q: 3 clusters Score -1041012 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1041042.125000 Penalty: 4441.326172
	Iteration 29Q: 3 clusters Score -1041042 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1041086.250000 Penalty: 4441.326172
	Iteration 30Q: 3 clusters Score -1041086 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1041176.750000 Penalty: 4441.326172
	Iteration 31Q: 3 clusters Score -1041177 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1041296.625000 Penalty: 4441.326172
	Iteration 32Q: 3 clusters Score -1041297 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1041435.437500 Penalty: 4441.326172
	Iteration 33Q: 3 clusters Score -1041435 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1041584.125000 Penalty: 4441.326172
	Iteration 34Q: 3 clusters Score -1041584 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1041727.812500 Penalty: 4441.326172
	Iteration 35Q: 3 clusters Score -1041728 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1041801.062500 Penalty: 4441.326172
	Iteration 36Q: 3 clusters Score -1041801 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1041852.687500 Penalty: 4441.326172
	Iteration 37Q: 3 clusters Score -1041853 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1041880.062500 Penalty: 4441.326172
	Iteration 38Q: 3 clusters Score -1041880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1041898.125000 Penalty: 4441.326172
	Iteration 39Q: 3 clusters Score -1041898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1041982.562500 Penalty: 4441.326172
	Iteration 40F: 3 clusters Score -1041983 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1042010.125000 Penalty: 4441.326172
	Iteration 41Q: 3 clusters Score -1042010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1042017.687500 Penalty: 4441.326172
	Iteration 42Q: 3 clusters Score -1042018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1042022.312500 Penalty: 4441.326172
	Iteration 43Q: 3 clusters Score -1042022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1042027.812500 Penalty: 4441.326172
	Iteration 44Q: 3 clusters Score -1042028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1042029.250000 Penalty: 4441.326172
	Iteration 45Q: 3 clusters Score -1042029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1042029.500000 Penalty: 4441.326172
	Iteration 46Q: 3 clusters Score -1042030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1042031.937500 Penalty: 4441.326172
	Iteration 47Q: 3 clusters Score -1042032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1042030.437500 Penalty: 4441.326172
	Iteration 48Q: 3 clusters Score -1042030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1042030.062500 Penalty: 4441.326172
	Iteration 49Q: 3 clusters Score -1042030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1042030.062500 Penalty: 4441.326172
	Iteration 50F: 3 clusters Score -1042030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Entering Unmasked Estep 
Score: -283551.500000 Penalty: 1904.683594
	Iteration 0F: 2 clusters Score -283551.5 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 1056 members 
Entering Unmasked Estep 
Score: -280836.312500 Penalty: 3809.367188
	Iteration 0F: 3 clusters Score -280836.3 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -281305.000000 Penalty: 3809.367188
	Iteration 1F: 3 clusters Score -281305 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -281438.031250 Penalty: 3809.367188
	Iteration 2F: 3 clusters Score -281438 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -281523.031250 Penalty: 3809.367188
	Iteration 3Q: 3 clusters Score -281523 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -281569.312500 Penalty: 3809.367188
	Iteration 4Q: 3 clusters Score -281569.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -281613.656250 Penalty: 3809.367188
	Iteration 5Q: 3 clusters Score -281613.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -281647.687500 Penalty: 3809.367188
	Iteration 6Q: 3 clusters Score -281647.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -281667.218750 Penalty: 3809.367188
	Iteration 7Q: 3 clusters Score -281667.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -281676.656250 Penalty: 3809.367188
	Iteration 8Q: 3 clusters Score -281676.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -281684.843750 Penalty: 3809.367188
	Iteration 9Q: 3 clusters Score -281684.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -281692.000000 Penalty: 3809.367188
	Iteration 10Q: 3 clusters Score -281692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -281698.093750 Penalty: 3809.367188
	Iteration 11Q: 3 clusters Score -281698.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -281702.250000 Penalty: 3809.367188
	Iteration 12Q: 3 clusters Score -281702.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -281707.156250 Penalty: 3809.367188
	Iteration 13Q: 3 clusters Score -281707.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -281712.031250 Penalty: 3809.367188
	Iteration 14Q: 3 clusters Score -281712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -281715.437500 Penalty: 3809.367188
	Iteration 15Q: 3 clusters Score -281715.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -281718.718750 Penalty: 3809.367188
	Iteration 16Q: 3 clusters Score -281718.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -281720.468750 Penalty: 3809.367188
	Iteration 17Q: 3 clusters Score -281720.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -281720.468750 Penalty: 3809.367188
	Iteration 18F: 3 clusters Score -281720.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Entering Unmasked Estep 
Score: -728964.000000 Penalty: 2130.199463
	Iteration 0F: 2 clusters Score -728964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -724224.062500 Penalty: 4260.398926
	Iteration 0F: 3 clusters Score -724224.1 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -725444.312500 Penalty: 4260.398926
	Iteration 1F: 3 clusters Score -725444.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -725741.500000 Penalty: 4260.398926
	Iteration 2F: 3 clusters Score -725741.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -725943.562500 Penalty: 4260.398926
	Iteration 3F: 3 clusters Score -725943.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -726111.812500 Penalty: 4260.398926
	Iteration 4Q: 3 clusters Score -726111.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -726258.000000 Penalty: 4260.398926
	Iteration 5Q: 3 clusters Score -726258 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -726383.312500 Penalty: 4260.398926
	Iteration 6Q: 3 clusters Score -726383.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -726502.562500 Penalty: 4260.398926
	Iteration 7Q: 3 clusters Score -726502.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -726586.875000 Penalty: 4260.398926
	Iteration 8Q: 3 clusters Score -726586.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -726649.875000 Penalty: 4260.398926
	Iteration 9Q: 3 clusters Score -726649.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -726706.000000 Penalty: 4260.398926
	Iteration 10Q: 3 clusters Score -726706 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -726749.937500 Penalty: 4260.398926
	Iteration 11Q: 3 clusters Score -726749.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -726782.187500 Penalty: 4260.398926
	Iteration 12Q: 3 clusters Score -726782.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -726808.875000 Penalty: 4260.398926
	Iteration 13Q: 3 clusters Score -726808.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -726836.437500 Penalty: 4260.398926
	Iteration 14Q: 3 clusters Score -726836.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -726860.875000 Penalty: 4260.398926
	Iteration 15Q: 3 clusters Score -726860.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -726881.750000 Penalty: 4260.398926
	Iteration 16Q: 3 clusters Score -726881.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -726901.687500 Penalty: 4260.398926
	Iteration 17Q: 3 clusters Score -726901.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -726914.562500 Penalty: 4260.398926
	Iteration 18Q: 3 clusters Score -726914.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -726928.312500 Penalty: 4260.398926
	Iteration 19Q: 3 clusters Score -726928.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -726942.562500 Penalty: 4260.398926
	Iteration 20F: 3 clusters Score -726942.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -726951.500000 Penalty: 4260.398926
	Iteration 21Q: 3 clusters Score -726951.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -726961.375000 Penalty: 4260.398926
	Iteration 22Q: 3 clusters Score -726961.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -726974.187500 Penalty: 4260.398926
	Iteration 23Q: 3 clusters Score -726974.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -726984.937500 Penalty: 4260.398926
	Iteration 24Q: 3 clusters Score -726984.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -727001.000000 Penalty: 4260.398926
	Iteration 25Q: 3 clusters Score -727001 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -727012.437500 Penalty: 4260.398926
	Iteration 26Q: 3 clusters Score -727012.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -727020.062500 Penalty: 4260.398926
	Iteration 27Q: 3 clusters Score -727020.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -727030.687500 Penalty: 4260.398926
	Iteration 28Q: 3 clusters Score -727030.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -727038.875000 Penalty: 4260.398926
	Iteration 29Q: 3 clusters Score -727038.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -727044.812500 Penalty: 4260.398926
	Iteration 30Q: 3 clusters Score -727044.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -727051.687500 Penalty: 4260.398926
	Iteration 31Q: 3 clusters Score -727051.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -727056.125000 Penalty: 4260.398926
	Iteration 32Q: 3 clusters Score -727056.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -727060.250000 Penalty: 4260.398926
	Iteration 33Q: 3 clusters Score -727060.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -727068.812500 Penalty: 4260.398926
	Iteration 34Q: 3 clusters Score -727068.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -727077.062500 Penalty: 4260.398926
	Iteration 35Q: 3 clusters Score -727077.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -727085.562500 Penalty: 4260.398926
	Iteration 36Q: 3 clusters Score -727085.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -727093.062500 Penalty: 4260.398926
	Iteration 37Q: 3 clusters Score -727093.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -727098.500000 Penalty: 4260.398926
	Iteration 38Q: 3 clusters Score -727098.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -727105.125000 Penalty: 4260.398926
	Iteration 39Q: 3 clusters Score -727105.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -727109.125000 Penalty: 4260.398926
	Iteration 40F: 3 clusters Score -727109.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -727115.875000 Penalty: 4260.398926
	Iteration 41Q: 3 clusters Score -727115.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -727121.312500 Penalty: 4260.398926
	Iteration 42Q: 3 clusters Score -727121.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -727127.500000 Penalty: 4260.398926
	Iteration 43Q: 3 clusters Score -727127.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -727137.750000 Penalty: 4260.398926
	Iteration 44Q: 3 clusters Score -727137.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -727145.375000 Penalty: 4260.398926
	Iteration 45Q: 3 clusters Score -727145.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -727156.187500 Penalty: 4260.398926
	Iteration 46Q: 3 clusters Score -727156.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -727164.875000 Penalty: 4260.398926
	Iteration 47Q: 3 clusters Score -727164.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -727172.812500 Penalty: 4260.398926
	Iteration 48Q: 3 clusters Score -727172.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -727181.062500 Penalty: 4260.398926
	Iteration 49Q: 3 clusters Score -727181.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -727189.875000 Penalty: 4260.398926
	Iteration 50Q: 3 clusters Score -727189.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -727193.687500 Penalty: 4260.398926
	Iteration 51Q: 3 clusters Score -727193.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -727200.062500 Penalty: 4260.398926
	Iteration 52Q: 3 clusters Score -727200.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -727204.562500 Penalty: 4260.398926
	Iteration 53Q: 3 clusters Score -727204.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -727206.562500 Penalty: 4260.398926
	Iteration 54Q: 3 clusters Score -727206.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -727210.250000 Penalty: 4260.398926
	Iteration 55Q: 3 clusters Score -727210.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -727212.625000 Penalty: 4260.398926
	Iteration 56Q: 3 clusters Score -727212.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -727213.125000 Penalty: 4260.398926
	Iteration 57Q: 3 clusters Score -727213.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -727215.125000 Penalty: 4260.398926
	Iteration 58Q: 3 clusters Score -727215.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -727217.562500 Penalty: 4260.398926
	Iteration 59Q: 3 clusters Score -727217.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -727220.062500 Penalty: 4260.398926
	Iteration 60F: 3 clusters Score -727220.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -727221.625000 Penalty: 4260.398926
	Iteration 61Q: 3 clusters Score -727221.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -727225.625000 Penalty: 4260.398926
	Iteration 62Q: 3 clusters Score -727225.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -727225.375000 Penalty: 4260.398926
	Iteration 63Q: 3 clusters Score -727225.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -727225.750000 Penalty: 4260.398926
	Iteration 64Q: 3 clusters Score -727225.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -727229.812500 Penalty: 4260.398926
	Iteration 65Q: 3 clusters Score -727229.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -727229.812500 Penalty: 4260.398926
	Iteration 66Q: 3 clusters Score -727229.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -727229.312500 Penalty: 4260.398926
	Iteration 67Q: 3 clusters Score -727229.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -727229.062500 Penalty: 4260.398926
	Iteration 68Q: 3 clusters Score -727229.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -727229.875000 Penalty: 4260.398926
	Iteration 69Q: 3 clusters Score -727229.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -727229.875000 Penalty: 4260.398926
	Iteration 70Q: 3 clusters Score -727229.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -727231.125000 Penalty: 4260.398926
	Iteration 71Q: 3 clusters Score -727231.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -727231.125000 Penalty: 4260.398926
	Iteration 72F: 3 clusters Score -727231.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -63079.937500 Penalty: 1543.690430
	Iteration 0F: 2 clusters Score -63079.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61582.164062 Penalty: 3087.380859
	Iteration 0F: 3 clusters Score -61582.16 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -61781.792969 Penalty: 3087.380859
	Iteration 1F: 3 clusters Score -61781.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61826.003906 Penalty: 3087.380859
	Iteration 2Q: 3 clusters Score -61826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -61849.863281 Penalty: 3087.380859
	Iteration 3Q: 3 clusters Score -61849.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -61879.015625 Penalty: 3087.380859
	Iteration 4Q: 3 clusters Score -61879.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61897.902344 Penalty: 3087.380859
	Iteration 5Q: 3 clusters Score -61897.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61916.261719 Penalty: 3087.380859
	Iteration 6Q: 3 clusters Score -61916.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61956.757812 Penalty: 3087.380859
	Iteration 7Q: 3 clusters Score -61956.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -62010.519531 Penalty: 3087.380859
	Iteration 8Q: 3 clusters Score -62010.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -62088.898438 Penalty: 3087.380859
	Iteration 9Q: 3 clusters Score -62088.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -62215.078125 Penalty: 3087.380859
	Iteration 10Q: 3 clusters Score -62215.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -62252.199219 Penalty: 3087.380859
	Iteration 11Q: 3 clusters Score -62252.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62259.121094 Penalty: 3087.380859
	Iteration 12Q: 3 clusters Score -62259.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -62264.773438 Penalty: 3087.380859
	Iteration 13Q: 3 clusters Score -62264.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -62272.343750 Penalty: 3087.380859
	Iteration 14Q: 3 clusters Score -62272.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -62277.570312 Penalty: 3087.380859
	Iteration 15Q: 3 clusters Score -62277.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62280.921875 Penalty: 3087.380859
	Iteration 16Q: 3 clusters Score -62280.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62286.964844 Penalty: 3087.380859
	Iteration 17Q: 3 clusters Score -62286.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -62289.906250 Penalty: 3087.380859
	Iteration 18Q: 3 clusters Score -62289.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -62289.906250 Penalty: 3087.380859
	Iteration 19F: 3 clusters Score -62289.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (66903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66903 members 
Entering Unmasked Estep 
Score: -9360377.000000 Penalty: 2755.527832
	Iteration 0F: 2 clusters Score -9360377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -9315567.000000 Penalty: 5511.055664
	Iteration 0F: 3 clusters Score -9315567 nChanged 31253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -9333047.000000 Penalty: 5511.055664
	Iteration 1F: 3 clusters Score -9333047 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -9333513.000000 Penalty: 5511.055664
	Iteration 2Q: 3 clusters Score -9333513 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -9333892.000000 Penalty: 5511.055664
	Iteration 3Q: 3 clusters Score -9333892 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -9334258.000000 Penalty: 5511.055664
	Iteration 4Q: 3 clusters Score -9334258 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -9334598.000000 Penalty: 5511.055664
	Iteration 5Q: 3 clusters Score -9334598 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -9335061.000000 Penalty: 5511.055664
	Iteration 6Q: 3 clusters Score -9335061 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -9335516.000000 Penalty: 5511.055664
	Iteration 7Q: 3 clusters Score -9335516 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -9336220.000000 Penalty: 5511.055664
	Iteration 8Q: 3 clusters Score -9336220 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -9337172.000000 Penalty: 5511.055664
	Iteration 9Q: 3 clusters Score -9337172 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -9338707.000000 Penalty: 5511.055664
	Iteration 10Q: 3 clusters Score -9338707 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -9340858.000000 Penalty: 5511.055664
	Iteration 11F: 3 clusters Score -9340858 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 49803 members 
Entering Unmasked Estep 
Score: -9344005.000000 Penalty: 5511.055664
	Iteration 12F: 3 clusters Score -9344005 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 54220 members 
Entering Unmasked Estep 
Score: -9347644.000000 Penalty: 5511.055664
	Iteration 13F: 3 clusters Score -9347644 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 58201 members 
Entering Unmasked Estep 
Score: -9351153.000000 Penalty: 5511.055664
	Iteration 14F: 3 clusters Score -9351153 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 61412 members 
Entering Unmasked Estep 
Score: -9353937.000000 Penalty: 5511.055664
	Iteration 15Q: 3 clusters Score -9353937 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 63588 members 
Entering Unmasked Estep 
Score: -9355881.000000 Penalty: 5511.055664
	Iteration 16Q: 3 clusters Score -9355881 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 64841 members 
Entering Unmasked Estep 
Score: -9357122.000000 Penalty: 5511.055664
	Iteration 17Q: 3 clusters Score -9357122 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 65462 members 
Entering Unmasked Estep 
Score: -9357708.000000 Penalty: 5511.055664
	Iteration 18Q: 3 clusters Score -9357708 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 65739 members 
Entering Unmasked Estep 
Score: -9357990.000000 Penalty: 5511.055664
	Iteration 19Q: 3 clusters Score -9357990 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 65872 members 
Entering Unmasked Estep 
Score: -9358099.000000 Penalty: 5511.055664
	Iteration 20F: 3 clusters Score -9358099 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 65952 members 
Entering Unmasked Estep 
Score: -9358183.000000 Penalty: 5511.055664
	Iteration 21Q: 3 clusters Score -9358183 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 65992 members 
Entering Unmasked Estep 
Score: -9358220.000000 Penalty: 5511.055664
	Iteration 22Q: 3 clusters Score -9358220 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 66010 members 
Entering Unmasked Estep 
Score: -9358243.000000 Penalty: 5511.055664
	Iteration 23Q: 3 clusters Score -9358243 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 66012 members 
Entering Unmasked Estep 
Score: -9358268.000000 Penalty: 5511.055664
	Iteration 24Q: 3 clusters Score -9358268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 66017 members 
Entering Unmasked Estep 
Score: -9358281.000000 Penalty: 5511.055664
	Iteration 25Q: 3 clusters Score -9358281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 66016 members 
Entering Unmasked Estep 
Score: -9358299.000000 Penalty: 5511.055664
	Iteration 26Q: 3 clusters Score -9358299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 66020 members 
Entering Unmasked Estep 
Score: -9358308.000000 Penalty: 5511.055664
	Iteration 27Q: 3 clusters Score -9358308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -9358322.000000 Penalty: 5511.055664
	Iteration 28Q: 3 clusters Score -9358322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 66031 members 
Entering Unmasked Estep 
Score: -9358324.000000 Penalty: 5511.055664
	Iteration 29Q: 3 clusters Score -9358324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 66032 members 
Entering Unmasked Estep 
Score: -9358319.000000 Penalty: 5511.055664
	Iteration 30Q: 3 clusters Score -9358319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 66031 members 
Entering Unmasked Estep 
Score: -9358318.000000 Penalty: 5511.055664
	Iteration 31Q: 3 clusters Score -9358318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
Score: -9358325.000000 Penalty: 5511.055664
	Iteration 32Q: 3 clusters Score -9358325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 66036 members 
Entering Unmasked Estep 
Score: -9358331.000000 Penalty: 5511.055664
	Iteration 33Q: 3 clusters Score -9358331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 66036 members 
Entering Unmasked Estep 
Score: -9358324.000000 Penalty: 5511.055664
	Iteration 34Q: 3 clusters Score -9358324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 66034 members 
Entering Unmasked Estep 
Score: -9358327.000000 Penalty: 5511.055664
	Iteration 35Q: 3 clusters Score -9358327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 66032 members 
Entering Unmasked Estep 
Score: -9358330.000000 Penalty: 5511.055664
	Iteration 36Q: 3 clusters Score -9358330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 66032 members 
Entering Unmasked Estep 
Score: -9358330.000000 Penalty: 5511.055664
	Iteration 37F: 3 clusters Score -9358330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (34449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Entering Unmasked Estep 
Score: -4689102.000000 Penalty: 2590.914307
	Iteration 0F: 2 clusters Score -4689102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -4665626.500000 Penalty: 5181.828613
	Iteration 0F: 3 clusters Score -4665626 nChanged 15756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -4674139.500000 Penalty: 5181.828613
	Iteration 1F: 3 clusters Score -4674140 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -4674776.500000 Penalty: 5181.828613
	Iteration 2Q: 3 clusters Score -4674776 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -4675599.500000 Penalty: 5181.828613
	Iteration 3F: 3 clusters Score -4675600 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -4676845.500000 Penalty: 5181.828613
	Iteration 4F: 3 clusters Score -4676846 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -4678700.500000 Penalty: 5181.828613
	Iteration 5F: 3 clusters Score -4678700 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -4681150.000000 Penalty: 5181.828613
	Iteration 6F: 3 clusters Score -4681150 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -4683465.500000 Penalty: 5181.828613
	Iteration 7F: 3 clusters Score -4683466 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -4685068.000000 Penalty: 5181.828613
	Iteration 8F: 3 clusters Score -4685068 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -4685928.500000 Penalty: 5181.828613
	Iteration 9Q: 3 clusters Score -4685928 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -4686391.500000 Penalty: 5181.828613
	Iteration 10Q: 3 clusters Score -4686392 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -4686635.000000 Penalty: 5181.828613
	Iteration 11Q: 3 clusters Score -4686635 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -4686774.000000 Penalty: 5181.828613
	Iteration 12Q: 3 clusters Score -4686774 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -4686865.000000 Penalty: 5181.828613
	Iteration 13Q: 3 clusters Score -4686865 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -4686908.000000 Penalty: 5181.828613
	Iteration 14Q: 3 clusters Score -4686908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -4686935.000000 Penalty: 5181.828613
	Iteration 15Q: 3 clusters Score -4686935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -4686943.500000 Penalty: 5181.828613
	Iteration 16Q: 3 clusters Score -4686944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -4686942.000000 Penalty: 5181.828613
	Iteration 17Q: 3 clusters Score -4686942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -4686944.500000 Penalty: 5181.828613
	Iteration 18Q: 3 clusters Score -4686944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -4686952.500000 Penalty: 5181.828613
	Iteration 19Q: 3 clusters Score -4686952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -4686966.000000 Penalty: 5181.828613
	Iteration 20F: 3 clusters Score -4686966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -4686978.000000 Penalty: 5181.828613
	Iteration 21Q: 3 clusters Score -4686978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -4686983.500000 Penalty: 5181.828613
	Iteration 22Q: 3 clusters Score -4686984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -4686990.500000 Penalty: 5181.828613
	Iteration 23Q: 3 clusters Score -4686990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -4686999.000000 Penalty: 5181.828613
	Iteration 24Q: 3 clusters Score -4686999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -4687006.500000 Penalty: 5181.828613
	Iteration 25Q: 3 clusters Score -4687006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -4687011.000000 Penalty: 5181.828613
	Iteration 26Q: 3 clusters Score -4687011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -4687018.000000 Penalty: 5181.828613
	Iteration 27Q: 3 clusters Score -4687018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -4687018.500000 Penalty: 5181.828613
	Iteration 28Q: 3 clusters Score -4687018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -4687021.500000 Penalty: 5181.828613
	Iteration 29Q: 3 clusters Score -4687022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -4687021.500000 Penalty: 5181.828613
	Iteration 30F: 3 clusters Score -4687022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Entering Unmasked Estep 
Score: -496278.375000 Penalty: 2025.643921
	Iteration 0F: 2 clusters Score -496278.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -492709.937500 Penalty: 4051.287842
	Iteration 0F: 3 clusters Score -492709.9 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -493443.843750 Penalty: 4051.287842
	Iteration 1F: 3 clusters Score -493443.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -493616.000000 Penalty: 4051.287842
	Iteration 2F: 3 clusters Score -493616 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -493728.843750 Penalty: 4051.287842
	Iteration 3Q: 3 clusters Score -493728.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -493809.718750 Penalty: 4051.287842
	Iteration 4Q: 3 clusters Score -493809.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -493867.656250 Penalty: 4051.287842
	Iteration 5Q: 3 clusters Score -493867.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -493918.250000 Penalty: 4051.287842
	Iteration 6Q: 3 clusters Score -493918.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -493954.906250 Penalty: 4051.287842
	Iteration 7Q: 3 clusters Score -493954.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -493992.031250 Penalty: 4051.287842
	Iteration 8Q: 3 clusters Score -493992 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -494032.093750 Penalty: 4051.287842
	Iteration 9Q: 3 clusters Score -494032.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -494062.406250 Penalty: 4051.287842
	Iteration 10Q: 3 clusters Score -494062.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -494100.593750 Penalty: 4051.287842
	Iteration 11Q: 3 clusters Score -494100.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -494132.468750 Penalty: 4051.287842
	Iteration 12Q: 3 clusters Score -494132.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -494163.312500 Penalty: 4051.287842
	Iteration 13Q: 3 clusters Score -494163.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -494198.000000 Penalty: 4051.287842
	Iteration 14Q: 3 clusters Score -494198 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -494231.468750 Penalty: 4051.287842
	Iteration 15Q: 3 clusters Score -494231.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -494262.687500 Penalty: 4051.287842
	Iteration 16Q: 3 clusters Score -494262.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -494284.250000 Penalty: 4051.287842
	Iteration 17Q: 3 clusters Score -494284.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -494305.968750 Penalty: 4051.287842
	Iteration 18Q: 3 clusters Score -494306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -494329.531250 Penalty: 4051.287842
	Iteration 19Q: 3 clusters Score -494329.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -494348.843750 Penalty: 4051.287842
	Iteration 20F: 3 clusters Score -494348.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -494368.625000 Penalty: 4051.287842
	Iteration 21Q: 3 clusters Score -494368.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -494384.406250 Penalty: 4051.287842
	Iteration 22Q: 3 clusters Score -494384.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -494399.031250 Penalty: 4051.287842
	Iteration 23Q: 3 clusters Score -494399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -494408.281250 Penalty: 4051.287842
	Iteration 24Q: 3 clusters Score -494408.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -494413.812500 Penalty: 4051.287842
	Iteration 25Q: 3 clusters Score -494413.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -494419.062500 Penalty: 4051.287842
	Iteration 26Q: 3 clusters Score -494419.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -494425.968750 Penalty: 4051.287842
	Iteration 27Q: 3 clusters Score -494426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -494429.125000 Penalty: 4051.287842
	Iteration 28Q: 3 clusters Score -494429.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -494433.468750 Penalty: 4051.287842
	Iteration 29Q: 3 clusters Score -494433.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -494438.468750 Penalty: 4051.287842
	Iteration 30Q: 3 clusters Score -494438.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -494443.750000 Penalty: 4051.287842
	Iteration 31Q: 3 clusters Score -494443.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -494446.281250 Penalty: 4051.287842
	Iteration 32Q: 3 clusters Score -494446.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -494448.812500 Penalty: 4051.287842
	Iteration 33Q: 3 clusters Score -494448.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -494453.031250 Penalty: 4051.287842
	Iteration 34Q: 3 clusters Score -494453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -494455.625000 Penalty: 4051.287842
	Iteration 35Q: 3 clusters Score -494455.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -494459.093750 Penalty: 4051.287842
	Iteration 36Q: 3 clusters Score -494459.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -494462.562500 Penalty: 4051.287842
	Iteration 37Q: 3 clusters Score -494462.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -494469.187500 Penalty: 4051.287842
	Iteration 38Q: 3 clusters Score -494469.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -494473.687500 Penalty: 4051.287842
	Iteration 39Q: 3 clusters Score -494473.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -494474.937500 Penalty: 4051.287842
	Iteration 40F: 3 clusters Score -494474.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -494478.250000 Penalty: 4051.287842
	Iteration 41Q: 3 clusters Score -494478.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -494479.562500 Penalty: 4051.287842
	Iteration 42Q: 3 clusters Score -494479.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -494480.281250 Penalty: 4051.287842
	Iteration 43Q: 3 clusters Score -494480.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -494480.500000 Penalty: 4051.287842
	Iteration 44Q: 3 clusters Score -494480.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -494480.718750 Penalty: 4051.287842
	Iteration 45Q: 3 clusters Score -494480.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -494482.531250 Penalty: 4051.287842
	Iteration 46Q: 3 clusters Score -494482.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -494482.531250 Penalty: 4051.287842
	Iteration 47F: 3 clusters Score -494482.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Entering Unmasked Estep 
Score: -244020.750000 Penalty: 1862.722534
	Iteration 0F: 2 clusters Score -244020.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -241570.828125 Penalty: 3725.445068
	Iteration 0F: 3 clusters Score -241570.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -242334.593750 Penalty: 3725.445068
	Iteration 1F: 3 clusters Score -242334.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -242933.562500 Penalty: 3725.445068
	Iteration 2F: 3 clusters Score -242933.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -243431.140625 Penalty: 3725.445068
	Iteration 3F: 3 clusters Score -243431.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -243823.718750 Penalty: 3725.445068
	Iteration 4F: 3 clusters Score -243823.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -244105.343750 Penalty: 3725.445068
	Iteration 5F: 3 clusters Score -244105.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -244248.171875 Penalty: 3725.445068
	Iteration 6Q: 3 clusters Score -244248.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -244340.843750 Penalty: 3725.445068
	Iteration 7Q: 3 clusters Score -244340.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -244388.484375 Penalty: 3725.445068
	Iteration 8Q: 3 clusters Score -244388.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -244413.250000 Penalty: 3725.445068
	Iteration 9Q: 3 clusters Score -244413.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -244429.937500 Penalty: 3725.445068
	Iteration 10Q: 3 clusters Score -244429.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -244445.625000 Penalty: 3725.445068
	Iteration 11Q: 3 clusters Score -244445.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -244450.937500 Penalty: 3725.445068
	Iteration 12Q: 3 clusters Score -244450.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -244456.375000 Penalty: 3725.445068
	Iteration 13Q: 3 clusters Score -244456.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -244461.046875 Penalty: 3725.445068
	Iteration 14Q: 3 clusters Score -244461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -244464.640625 Penalty: 3725.445068
	Iteration 15Q: 3 clusters Score -244464.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -244464.640625 Penalty: 3725.445068
	Iteration 16F: 3 clusters Score -244464.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 55410 members 
Mstep: Class 3 contains 12455 members 
Mstep: Class 4 contains 42543 members 
Mstep: Class 5 contains 50637 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64359 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134173 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159410 members 
Mstep: Class 14 contains 146356 members 
Mstep: Class 15 contains 48203 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127233 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66903 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 1627 members 
Mstep: Class 28 contains 5903 members 
Mstep: Class 29 contains 21577 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Mstep: Class 32 contains 201 members 
Entering Unmasked Estep 
Score: -142940864.000000 Penalty: 110053.570312
Splitting cluster 27 changes total score from -142941936.000000 to -142940864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (5903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Entering Unmasked Estep 
Score: -813347.437500 Penalty: 2153.437500
	Iteration 0F: 2 clusters Score -813347.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -808294.750000 Penalty: 4306.875000
	Iteration 0F: 3 clusters Score -808294.8 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -809596.125000 Penalty: 4306.875000
	Iteration 1F: 3 clusters Score -809596.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -809845.187500 Penalty: 4306.875000
	Iteration 2F: 3 clusters Score -809845.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -810004.437500 Penalty: 4306.875000
	Iteration 3F: 3 clusters Score -810004.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -810133.625000 Penalty: 4306.875000
	Iteration 4Q: 3 clusters Score -810133.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -810236.687500 Penalty: 4306.875000
	Iteration 5Q: 3 clusters Score -810236.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -810335.937500 Penalty: 4306.875000
	Iteration 6Q: 3 clusters Score -810335.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -810432.000000 Penalty: 4306.875000
	Iteration 7Q: 3 clusters Score -810432 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -810528.750000 Penalty: 4306.875000
	Iteration 8Q: 3 clusters Score -810528.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -810619.625000 Penalty: 4306.875000
	Iteration 9Q: 3 clusters Score -810619.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -810714.375000 Penalty: 4306.875000
	Iteration 10Q: 3 clusters Score -810714.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -810819.312500 Penalty: 4306.875000
	Iteration 11Q: 3 clusters Score -810819.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -810943.562500 Penalty: 4306.875000
	Iteration 12Q: 3 clusters Score -810943.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -811052.687500 Penalty: 4306.875000
	Iteration 13Q: 3 clusters Score -811052.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -811154.062500 Penalty: 4306.875000
	Iteration 14Q: 3 clusters Score -811154.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -811253.562500 Penalty: 4306.875000
	Iteration 15Q: 3 clusters Score -811253.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -811347.375000 Penalty: 4306.875000
	Iteration 16Q: 3 clusters Score -811347.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -811468.187500 Penalty: 4306.875000
	Iteration 17Q: 3 clusters Score -811468.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -811611.375000 Penalty: 4306.875000
	Iteration 18Q: 3 clusters Score -811611.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -811735.437500 Penalty: 4306.875000
	Iteration 19Q: 3 clusters Score -811735.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -811853.687500 Penalty: 4306.875000
	Iteration 20F: 3 clusters Score -811853.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -811956.125000 Penalty: 4306.875000
	Iteration 21Q: 3 clusters Score -811956.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -812024.500000 Penalty: 4306.875000
	Iteration 22Q: 3 clusters Score -812024.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -812078.812500 Penalty: 4306.875000
	Iteration 23Q: 3 clusters Score -812078.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -812116.000000 Penalty: 4306.875000
	Iteration 24Q: 3 clusters Score -812116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -812139.687500 Penalty: 4306.875000
	Iteration 25Q: 3 clusters Score -812139.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -812150.750000 Penalty: 4306.875000
	Iteration 26Q: 3 clusters Score -812150.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -812156.875000 Penalty: 4306.875000
	Iteration 27Q: 3 clusters Score -812156.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -812162.125000 Penalty: 4306.875000
	Iteration 28Q: 3 clusters Score -812162.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -812163.937500 Penalty: 4306.875000
	Iteration 29Q: 3 clusters Score -812163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -812166.562500 Penalty: 4306.875000
	Iteration 30Q: 3 clusters Score -812166.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -812169.937500 Penalty: 4306.875000
	Iteration 31Q: 3 clusters Score -812169.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -812171.062500 Penalty: 4306.875000
	Iteration 32Q: 3 clusters Score -812171.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -812172.312500 Penalty: 4306.875000
	Iteration 33Q: 3 clusters Score -812172.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -812172.500000 Penalty: 4306.875000
	Iteration 34Q: 3 clusters Score -812172.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -812174.312500 Penalty: 4306.875000
	Iteration 35Q: 3 clusters Score -812174.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -812172.187500 Penalty: 4306.875000
	Iteration 36Q: 3 clusters Score -812172.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -812173.500000 Penalty: 4306.875000
	Iteration 37Q: 3 clusters Score -812173.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -812176.250000 Penalty: 4306.875000
	Iteration 38Q: 3 clusters Score -812176.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -812177.437500 Penalty: 4306.875000
	Iteration 39Q: 3 clusters Score -812177.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -812180.187500 Penalty: 4306.875000
	Iteration 40F: 3 clusters Score -812180.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -812180.812500 Penalty: 4306.875000
	Iteration 41Q: 3 clusters Score -812180.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -812184.437500 Penalty: 4306.875000
	Iteration 42Q: 3 clusters Score -812184.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -812186.812500 Penalty: 4306.875000
	Iteration 43Q: 3 clusters Score -812186.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -812186.937500 Penalty: 4306.875000
	Iteration 44Q: 3 clusters Score -812186.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -812188.750000 Penalty: 4306.875000
	Iteration 45Q: 3 clusters Score -812188.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -812188.500000 Penalty: 4306.875000
	Iteration 46Q: 3 clusters Score -812188.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -812190.812500 Penalty: 4306.875000
	Iteration 47Q: 3 clusters Score -812190.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -812190.812500 Penalty: 4306.875000
	Iteration 48F: 3 clusters Score -812190.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Entering Unmasked Estep 
Score: -2809350.000000 Penalty: 2474.887207
	Iteration 0F: 2 clusters Score -2809350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2794375.000000 Penalty: 4949.774414
	Iteration 0F: 3 clusters Score -2794375 nChanged 9581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2799651.750000 Penalty: 4949.774414
	Iteration 1F: 3 clusters Score -2799652 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2800084.750000 Penalty: 4949.774414
	Iteration 2F: 3 clusters Score -2800085 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2800496.750000 Penalty: 4949.774414
	Iteration 3Q: 3 clusters Score -2800497 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2800910.750000 Penalty: 4949.774414
	Iteration 4Q: 3 clusters Score -2800911 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2801298.000000 Penalty: 4949.774414
	Iteration 5Q: 3 clusters Score -2801298 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2801724.250000 Penalty: 4949.774414
	Iteration 6Q: 3 clusters Score -2801724 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2802118.250000 Penalty: 4949.774414
	Iteration 7Q: 3 clusters Score -2802118 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2802461.250000 Penalty: 4949.774414
	Iteration 8Q: 3 clusters Score -2802461 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2802785.500000 Penalty: 4949.774414
	Iteration 9Q: 3 clusters Score -2802786 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2803105.000000 Penalty: 4949.774414
	Iteration 10Q: 3 clusters Score -2803105 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2803393.500000 Penalty: 4949.774414
	Iteration 11Q: 3 clusters Score -2803394 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2803678.750000 Penalty: 4949.774414
	Iteration 12Q: 3 clusters Score -2803679 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2803922.750000 Penalty: 4949.774414
	Iteration 13Q: 3 clusters Score -2803923 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2804183.750000 Penalty: 4949.774414
	Iteration 14Q: 3 clusters Score -2804184 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2804437.750000 Penalty: 4949.774414
	Iteration 15Q: 3 clusters Score -2804438 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2804757.000000 Penalty: 4949.774414
	Iteration 16Q: 3 clusters Score -2804757 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2805180.250000 Penalty: 4949.774414
	Iteration 17Q: 3 clusters Score -2805180 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2805595.500000 Penalty: 4949.774414
	Iteration 18Q: 3 clusters Score -2805596 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2806016.750000 Penalty: 4949.774414
	Iteration 19Q: 3 clusters Score -2806017 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2806374.250000 Penalty: 4949.774414
	Iteration 20F: 3 clusters Score -2806374 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2806706.750000 Penalty: 4949.774414
	Iteration 21Q: 3 clusters Score -2806707 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2806938.250000 Penalty: 4949.774414
	Iteration 22Q: 3 clusters Score -2806938 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2807124.000000 Penalty: 4949.774414
	Iteration 23Q: 3 clusters Score -2807124 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2807254.750000 Penalty: 4949.774414
	Iteration 24Q: 3 clusters Score -2807255 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2807344.750000 Penalty: 4949.774414
	Iteration 25Q: 3 clusters Score -2807345 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2807418.500000 Penalty: 4949.774414
	Iteration 26Q: 3 clusters Score -2807418 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2807468.500000 Penalty: 4949.774414
	Iteration 27Q: 3 clusters Score -2807468 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2807505.250000 Penalty: 4949.774414
	Iteration 28Q: 3 clusters Score -2807505 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2807563.250000 Penalty: 4949.774414
	Iteration 29Q: 3 clusters Score -2807563 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2807591.750000 Penalty: 4949.774414
	Iteration 30Q: 3 clusters Score -2807592 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2807624.500000 Penalty: 4949.774414
	Iteration 31Q: 3 clusters Score -2807624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2807637.750000 Penalty: 4949.774414
	Iteration 32Q: 3 clusters Score -2807638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2807654.000000 Penalty: 4949.774414
	Iteration 33Q: 3 clusters Score -2807654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2807662.000000 Penalty: 4949.774414
	Iteration 34Q: 3 clusters Score -2807662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2807671.500000 Penalty: 4949.774414
	Iteration 35Q: 3 clusters Score -2807672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2807672.500000 Penalty: 4949.774414
	Iteration 36Q: 3 clusters Score -2807672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2807683.750000 Penalty: 4949.774414
	Iteration 37Q: 3 clusters Score -2807684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2807685.500000 Penalty: 4949.774414
	Iteration 38Q: 3 clusters Score -2807686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2807685.750000 Penalty: 4949.774414
	Iteration 39Q: 3 clusters Score -2807686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2807690.000000 Penalty: 4949.774414
	Iteration 40F: 3 clusters Score -2807690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2807690.000000 Penalty: 4949.774414
	Iteration 41Q: 3 clusters Score -2807690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2807695.000000 Penalty: 4949.774414
	Iteration 42Q: 3 clusters Score -2807695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2807696.750000 Penalty: 4949.774414
	Iteration 43Q: 3 clusters Score -2807697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2807698.500000 Penalty: 4949.774414
	Iteration 44Q: 3 clusters Score -2807698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2807700.250000 Penalty: 4949.774414
	Iteration 45Q: 3 clusters Score -2807700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2807700.250000 Penalty: 4949.774414
	Iteration 46F: 3 clusters Score -2807700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Entering Unmasked Estep 
Score: -351978.156250 Penalty: 1948.463257
	Iteration 0F: 2 clusters Score -351978.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -348970.406250 Penalty: 3896.926514
	Iteration 0F: 3 clusters Score -348970.4 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -349567.593750 Penalty: 3896.926514
	Iteration 1F: 3 clusters Score -349567.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -349728.125000 Penalty: 3896.926514
	Iteration 2F: 3 clusters Score -349728.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -349807.968750 Penalty: 3896.926514
	Iteration 3Q: 3 clusters Score -349808 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -349857.062500 Penalty: 3896.926514
	Iteration 4Q: 3 clusters Score -349857.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -349900.625000 Penalty: 3896.926514
	Iteration 5Q: 3 clusters Score -349900.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -349925.343750 Penalty: 3896.926514
	Iteration 6Q: 3 clusters Score -349925.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -349940.187500 Penalty: 3896.926514
	Iteration 7Q: 3 clusters Score -349940.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -349953.531250 Penalty: 3896.926514
	Iteration 8Q: 3 clusters Score -349953.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -349968.187500 Penalty: 3896.926514
	Iteration 9Q: 3 clusters Score -349968.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -349979.062500 Penalty: 3896.926514
	Iteration 10Q: 3 clusters Score -349979.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -349985.000000 Penalty: 3896.926514
	Iteration 11Q: 3 clusters Score -349985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -349994.312500 Penalty: 3896.926514
	Iteration 12Q: 3 clusters Score -349994.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -350005.406250 Penalty: 3896.926514
	Iteration 13Q: 3 clusters Score -350005.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -350012.312500 Penalty: 3896.926514
	Iteration 14Q: 3 clusters Score -350012.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -350023.656250 Penalty: 3896.926514
	Iteration 15Q: 3 clusters Score -350023.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -350031.718750 Penalty: 3896.926514
	Iteration 16Q: 3 clusters Score -350031.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -350039.656250 Penalty: 3896.926514
	Iteration 17Q: 3 clusters Score -350039.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -350046.187500 Penalty: 3896.926514
	Iteration 18Q: 3 clusters Score -350046.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -350051.562500 Penalty: 3896.926514
	Iteration 19Q: 3 clusters Score -350051.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -350061.125000 Penalty: 3896.926514
	Iteration 20F: 3 clusters Score -350061.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -350067.531250 Penalty: 3896.926514
	Iteration 21Q: 3 clusters Score -350067.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -350074.062500 Penalty: 3896.926514
	Iteration 22Q: 3 clusters Score -350074.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -350078.875000 Penalty: 3896.926514
	Iteration 23Q: 3 clusters Score -350078.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -350081.312500 Penalty: 3896.926514
	Iteration 24Q: 3 clusters Score -350081.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -350084.156250 Penalty: 3896.926514
	Iteration 25Q: 3 clusters Score -350084.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -350086.218750 Penalty: 3896.926514
	Iteration 26Q: 3 clusters Score -350086.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -350086.812500 Penalty: 3896.926514
	Iteration 27Q: 3 clusters Score -350086.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -350088.531250 Penalty: 3896.926514
	Iteration 28Q: 3 clusters Score -350088.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -350093.031250 Penalty: 3896.926514
	Iteration 29Q: 3 clusters Score -350093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -350096.250000 Penalty: 3896.926514
	Iteration 30Q: 3 clusters Score -350096.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -350097.625000 Penalty: 3896.926514
	Iteration 31Q: 3 clusters Score -350097.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -350097.718750 Penalty: 3896.926514
	Iteration 32Q: 3 clusters Score -350097.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -350098.468750 Penalty: 3896.926514
	Iteration 33Q: 3 clusters Score -350098.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -350098.468750 Penalty: 3896.926514
	Iteration 34F: 3 clusters Score -350098.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -546108.562500 Penalty: 2059.207764
	Iteration 0F: 2 clusters Score -546108.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -542145.687500 Penalty: 4118.415527
	Iteration 0F: 3 clusters Score -542145.7 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -543014.312500 Penalty: 4118.415527
	Iteration 1F: 3 clusters Score -543014.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -543264.562500 Penalty: 4118.415527
	Iteration 2F: 3 clusters Score -543264.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -543415.125000 Penalty: 4118.415527
	Iteration 3F: 3 clusters Score -543415.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -543526.437500 Penalty: 4118.415527
	Iteration 4Q: 3 clusters Score -543526.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -543612.375000 Penalty: 4118.415527
	Iteration 5Q: 3 clusters Score -543612.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -543689.625000 Penalty: 4118.415527
	Iteration 6Q: 3 clusters Score -543689.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -543768.125000 Penalty: 4118.415527
	Iteration 7Q: 3 clusters Score -543768.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -543836.687500 Penalty: 4118.415527
	Iteration 8Q: 3 clusters Score -543836.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -543906.687500 Penalty: 4118.415527
	Iteration 9Q: 3 clusters Score -543906.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -543972.687500 Penalty: 4118.415527
	Iteration 10Q: 3 clusters Score -543972.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -544037.687500 Penalty: 4118.415527
	Iteration 11Q: 3 clusters Score -544037.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -544100.562500 Penalty: 4118.415527
	Iteration 12Q: 3 clusters Score -544100.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -544159.187500 Penalty: 4118.415527
	Iteration 13Q: 3 clusters Score -544159.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -544211.125000 Penalty: 4118.415527
	Iteration 14Q: 3 clusters Score -544211.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -544253.500000 Penalty: 4118.415527
	Iteration 15Q: 3 clusters Score -544253.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -544283.250000 Penalty: 4118.415527
	Iteration 16Q: 3 clusters Score -544283.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -544305.625000 Penalty: 4118.415527
	Iteration 17Q: 3 clusters Score -544305.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -544325.875000 Penalty: 4118.415527
	Iteration 18Q: 3 clusters Score -544325.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -544339.625000 Penalty: 4118.415527
	Iteration 19Q: 3 clusters Score -544339.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -544347.312500 Penalty: 4118.415527
	Iteration 20F: 3 clusters Score -544347.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -544359.062500 Penalty: 4118.415527
	Iteration 21Q: 3 clusters Score -544359.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -544369.562500 Penalty: 4118.415527
	Iteration 22Q: 3 clusters Score -544369.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -544377.437500 Penalty: 4118.415527
	Iteration 23Q: 3 clusters Score -544377.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -544382.062500 Penalty: 4118.415527
	Iteration 24Q: 3 clusters Score -544382.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -544388.312500 Penalty: 4118.415527
	Iteration 25Q: 3 clusters Score -544388.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -544391.937500 Penalty: 4118.415527
	Iteration 26Q: 3 clusters Score -544391.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -544393.375000 Penalty: 4118.415527
	Iteration 27Q: 3 clusters Score -544393.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -544397.687500 Penalty: 4118.415527
	Iteration 28Q: 3 clusters Score -544397.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -544403.312500 Penalty: 4118.415527
	Iteration 29Q: 3 clusters Score -544403.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -544412.562500 Penalty: 4118.415527
	Iteration 30Q: 3 clusters Score -544412.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -544419.187500 Penalty: 4118.415527
	Iteration 31Q: 3 clusters Score -544419.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -544422.437500 Penalty: 4118.415527
	Iteration 32Q: 3 clusters Score -544422.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -544425.000000 Penalty: 4118.415527
	Iteration 33Q: 3 clusters Score -544425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -544427.812500 Penalty: 4118.415527
	Iteration 34Q: 3 clusters Score -544427.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -544427.750000 Penalty: 4118.415527
	Iteration 35Q: 3 clusters Score -544427.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -544428.750000 Penalty: 4118.415527
	Iteration 36Q: 3 clusters Score -544428.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -544429.375000 Penalty: 4118.415527
	Iteration 37Q: 3 clusters Score -544429.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -544432.500000 Penalty: 4118.415527
	Iteration 38Q: 3 clusters Score -544432.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -544433.062500 Penalty: 4118.415527
	Iteration 39Q: 3 clusters Score -544433.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -544433.375000 Penalty: 4118.415527
	Iteration 40F: 3 clusters Score -544433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -544433.625000 Penalty: 4118.415527
	Iteration 41Q: 3 clusters Score -544433.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -544433.625000 Penalty: 4118.415527
	Iteration 42F: 3 clusters Score -544433.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 55410 members 
Mstep: Class 3 contains 12455 members 
Mstep: Class 4 contains 42543 members 
Mstep: Class 5 contains 50637 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64359 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134173 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159410 members 
Mstep: Class 14 contains 146356 members 
Mstep: Class 15 contains 48203 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127233 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66903 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 5903 members 
Mstep: Class 29 contains 21577 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941920.000000 Penalty: 106614.398438
Iteration 239Q: 32 clusters Score -1.429419e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 55410 members 
Mstep: Class 3 contains 12455 members 
Mstep: Class 4 contains 42544 members 
Mstep: Class 5 contains 50640 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64358 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134171 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159418 members 
Mstep: Class 14 contains 146354 members 
Mstep: Class 15 contains 48203 members 
Mstep: Class 16 contains 6702 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127229 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66900 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 5904 members 
Mstep: Class 29 contains 21577 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941968.000000 Penalty: 106614.398438
Iteration 240F: 32 clusters Score -1.42942e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 55409 members 
Mstep: Class 3 contains 12456 members 
Mstep: Class 4 contains 42544 members 
Mstep: Class 5 contains 50646 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64356 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134166 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159430 members 
Mstep: Class 14 contains 146349 members 
Mstep: Class 15 contains 48203 members 
Mstep: Class 16 contains 6701 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127225 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66898 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 5905 members 
Mstep: Class 29 contains 21577 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941904.000000 Penalty: 106614.398438
Iteration 241Q: 32 clusters Score -1.429419e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 55409 members 
Mstep: Class 3 contains 12456 members 
Mstep: Class 4 contains 42545 members 
Mstep: Class 5 contains 50648 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64354 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134162 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159437 members 
Mstep: Class 14 contains 146348 members 
Mstep: Class 15 contains 48205 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127223 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66897 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 5905 members 
Mstep: Class 29 contains 21577 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941904.000000 Penalty: 106614.398438
Iteration 242Q: 32 clusters Score -1.429419e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 55408 members 
Mstep: Class 3 contains 12457 members 
Mstep: Class 4 contains 42544 members 
Mstep: Class 5 contains 50651 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64349 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134161 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159447 members 
Mstep: Class 14 contains 146347 members 
Mstep: Class 15 contains 48206 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127221 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66894 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 5905 members 
Mstep: Class 29 contains 21577 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941872.000000 Penalty: 106614.398438
Iteration 243Q: 32 clusters Score -1.429419e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 55409 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42545 members 
Mstep: Class 5 contains 50653 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64345 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134161 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159457 members 
Mstep: Class 14 contains 146343 members 
Mstep: Class 15 contains 48209 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127216 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66893 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 5905 members 
Mstep: Class 29 contains 21575 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941888.000000 Penalty: 106614.398438
Iteration 244Q: 32 clusters Score -1.429419e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 55409 members 
Mstep: Class 3 contains 12459 members 
Mstep: Class 4 contains 42545 members 
Mstep: Class 5 contains 50657 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64339 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134154 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159474 members 
Mstep: Class 14 contains 146338 members 
Mstep: Class 15 contains 48211 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127212 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66892 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 5905 members 
Mstep: Class 29 contains 21576 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941968.000000 Penalty: 106614.398438
Iteration 245Q: 32 clusters Score -1.42942e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 55409 members 
Mstep: Class 3 contains 12459 members 
Mstep: Class 4 contains 42543 members 
Mstep: Class 5 contains 50660 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64341 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134142 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159483 members 
Mstep: Class 14 contains 146340 members 
Mstep: Class 15 contains 48210 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 8681 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127212 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66892 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 5905 members 
Mstep: Class 29 contains 21577 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941920.000000 Penalty: 106614.398438
Iteration 246Q: 32 clusters Score -1.429419e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 55408 members 
Mstep: Class 3 contains 12460 members 
Mstep: Class 4 contains 42541 members 
Mstep: Class 5 contains 50667 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64339 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134134 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159489 members 
Mstep: Class 14 contains 146337 members 
Mstep: Class 15 contains 48211 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 8681 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127215 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66891 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 5905 members 
Mstep: Class 29 contains 21576 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941856.000000 Penalty: 106614.398438
Iteration 247Q: 32 clusters Score -1.429419e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 55409 members 
Mstep: Class 3 contains 12460 members 
Mstep: Class 4 contains 42537 members 
Mstep: Class 5 contains 50667 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64338 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134126 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159505 members 
Mstep: Class 14 contains 146333 members 
Mstep: Class 15 contains 48211 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 8682 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127220 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66887 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 1823 members 
Mstep: Class 28 contains 5905 members 
Mstep: Class 29 contains 21576 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942000.000000 Penalty: 106614.398438
Iteration 248Q: 32 clusters Score -1.42942e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 55406 members 
Mstep: Class 3 contains 12460 members 
Mstep: Class 4 contains 42539 members 
Mstep: Class 5 contains 50667 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64338 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134121 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159510 members 
Mstep: Class 14 contains 146328 members 
Mstep: Class 15 contains 48211 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 8682 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127228 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66884 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 1823 members 
Mstep: Class 28 contains 5905 members 
Mstep: Class 29 contains 21576 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942016.000000 Penalty: 106614.398438
Iteration 249Q: 32 clusters Score -1.42942e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 55404 members 
Mstep: Class 3 contains 12460 members 
Mstep: Class 4 contains 42540 members 
Mstep: Class 5 contains 50665 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64333 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134116 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159520 members 
Mstep: Class 14 contains 146327 members 
Mstep: Class 15 contains 48211 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 8682 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127233 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66882 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 1823 members 
Mstep: Class 28 contains 5905 members 
Mstep: Class 29 contains 21576 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941952.000000 Penalty: 106614.398438
Iteration 250Q: 32 clusters Score -1.42942e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 55402 members 
Mstep: Class 3 contains 12461 members 
Mstep: Class 4 contains 42540 members 
Mstep: Class 5 contains 50665 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64329 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134111 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159529 members 
Mstep: Class 14 contains 146322 members 
Mstep: Class 15 contains 48211 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 8682 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127240 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66881 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 1823 members 
Mstep: Class 28 contains 5905 members 
Mstep: Class 29 contains 21576 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942000.000000 Penalty: 106614.398438
Iteration 251Q: 32 clusters Score -1.42942e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 55403 members 
Mstep: Class 3 contains 12461 members 
Mstep: Class 4 contains 42539 members 
Mstep: Class 5 contains 50665 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64322 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134103 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159546 members 
Mstep: Class 14 contains 146312 members 
Mstep: Class 15 contains 48212 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 8682 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127246 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66879 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5905 members 
Mstep: Class 29 contains 21577 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941904.000000 Penalty: 106614.398438
Iteration 252Q: 32 clusters Score -1.429419e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 55403 members 
Mstep: Class 3 contains 12461 members 
Mstep: Class 4 contains 42537 members 
Mstep: Class 5 contains 50667 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64317 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134099 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159563 members 
Mstep: Class 14 contains 146308 members 
Mstep: Class 15 contains 48214 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 8682 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127241 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66878 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3525 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5905 members 
Mstep: Class 29 contains 21577 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941776.000000 Penalty: 106614.398438
Iteration 253Q: 32 clusters Score -1.429418e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 55402 members 
Mstep: Class 3 contains 12461 members 
Mstep: Class 4 contains 42537 members 
Mstep: Class 5 contains 50669 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64314 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134087 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159584 members 
Mstep: Class 14 contains 146306 members 
Mstep: Class 15 contains 48217 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 8683 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127237 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66875 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3525 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5905 members 
Mstep: Class 29 contains 21576 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941824.000000 Penalty: 106614.398438
Iteration 254Q: 32 clusters Score -1.429418e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 55399 members 
Mstep: Class 3 contains 12461 members 
Mstep: Class 4 contains 42537 members 
Mstep: Class 5 contains 50672 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64311 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134076 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159606 members 
Mstep: Class 14 contains 146310 members 
Mstep: Class 15 contains 48219 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 8683 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127224 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66875 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3525 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5905 members 
Mstep: Class 29 contains 21576 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941840.000000 Penalty: 106614.398438
Iteration 255Q: 32 clusters Score -1.429418e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 55399 members 
Mstep: Class 3 contains 12461 members 
Mstep: Class 4 contains 42534 members 
Mstep: Class 5 contains 50673 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64305 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134064 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159632 members 
Mstep: Class 14 contains 146311 members 
Mstep: Class 15 contains 48221 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8683 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127219 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5374 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66872 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3525 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5905 members 
Mstep: Class 29 contains 21576 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941968.000000 Penalty: 106614.398438
Iteration 256Q: 32 clusters Score -1.42942e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 55399 members 
Mstep: Class 3 contains 12461 members 
Mstep: Class 4 contains 42532 members 
Mstep: Class 5 contains 50676 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64295 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134060 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159650 members 
Mstep: Class 14 contains 146312 members 
Mstep: Class 15 contains 48223 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8683 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127210 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5374 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66872 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3525 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5905 members 
Mstep: Class 29 contains 21575 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941856.000000 Penalty: 106614.398438
Iteration 257Q: 32 clusters Score -1.429419e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 55400 members 
Mstep: Class 3 contains 12460 members 
Mstep: Class 4 contains 42531 members 
Mstep: Class 5 contains 50677 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64290 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134058 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159665 members 
Mstep: Class 14 contains 146309 members 
Mstep: Class 15 contains 48225 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127201 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5374 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66872 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3525 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5905 members 
Mstep: Class 29 contains 21577 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941856.000000 Penalty: 106614.398438
Iteration 258Q: 32 clusters Score -1.429419e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 55400 members 
Mstep: Class 3 contains 12459 members 
Mstep: Class 4 contains 42530 members 
Mstep: Class 5 contains 50682 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64288 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134053 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 159684 members 
Mstep: Class 14 contains 146309 members 
Mstep: Class 15 contains 48225 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 8685 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127189 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5374 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66869 members 
Mstep: Class 25 contains 34449 members 
Mstep: Class 26 contains 3525 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21575 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941920.000000 Penalty: 106614.398438
Iteration 259Q: 32 clusters Score -1.429419e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 55400 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42531 members 
Mstep: Class 5 contains 50683 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64284 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134047 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 159703 members 
Mstep: Class 14 contains 146305 members 
Mstep: Class 15 contains 48226 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127181 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66866 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3525 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21577 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941904.000000 Penalty: 106614.398438
Iteration 260F: 32 clusters Score -1.429419e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 55400 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42532 members 
Mstep: Class 5 contains 50686 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64282 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134048 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 159718 members 
Mstep: Class 14 contains 146300 members 
Mstep: Class 15 contains 48227 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127170 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5374 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66864 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3525 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21577 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941984.000000 Penalty: 106614.398438
Iteration 261Q: 32 clusters Score -1.42942e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 55400 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42535 members 
Mstep: Class 5 contains 50695 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64280 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134048 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 159730 members 
Mstep: Class 14 contains 146294 members 
Mstep: Class 15 contains 48227 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127160 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5373 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66860 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3525 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21576 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942016.000000 Penalty: 106614.398438
Iteration 262Q: 32 clusters Score -1.42942e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 55399 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42535 members 
Mstep: Class 5 contains 50699 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64281 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134048 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 159740 members 
Mstep: Class 14 contains 146292 members 
Mstep: Class 15 contains 48226 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127155 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66856 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3525 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21576 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941936.000000 Penalty: 106614.398438
Iteration 263Q: 32 clusters Score -1.429419e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 55399 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42533 members 
Mstep: Class 5 contains 50703 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64280 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134049 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 159748 members 
Mstep: Class 14 contains 146290 members 
Mstep: Class 15 contains 48226 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127148 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66855 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3525 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21576 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942000.000000 Penalty: 106614.398438
Iteration 264Q: 32 clusters Score -1.42942e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 55398 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42532 members 
Mstep: Class 5 contains 50704 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64279 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134052 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 159754 members 
Mstep: Class 14 contains 146291 members 
Mstep: Class 15 contains 48227 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127139 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66854 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3525 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21576 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942048.000000 Penalty: 106614.398438
Iteration 265Q: 32 clusters Score -1.42942e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 55397 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42532 members 
Mstep: Class 5 contains 50706 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64279 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134054 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 159757 members 
Mstep: Class 14 contains 146290 members 
Mstep: Class 15 contains 48228 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127136 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66852 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21576 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942048.000000 Penalty: 106614.398438
Iteration 266Q: 32 clusters Score -1.42942e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55396 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42532 members 
Mstep: Class 5 contains 50709 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 64278 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134056 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 159762 members 
Mstep: Class 14 contains 146291 members 
Mstep: Class 15 contains 48229 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127131 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66847 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21577 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942016.000000 Penalty: 106614.398438
Iteration 267Q: 32 clusters Score -1.42942e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55396 members 
Mstep: Class 3 contains 12457 members 
Mstep: Class 4 contains 42533 members 
Mstep: Class 5 contains 50713 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64277 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134051 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 159767 members 
Mstep: Class 14 contains 146291 members 
Mstep: Class 15 contains 48230 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127129 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66845 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21576 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942032.000000 Penalty: 106614.398438
Iteration 268Q: 32 clusters Score -1.42942e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55396 members 
Mstep: Class 3 contains 12457 members 
Mstep: Class 4 contains 42533 members 
Mstep: Class 5 contains 50714 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64275 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134047 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159773 members 
Mstep: Class 14 contains 146293 members 
Mstep: Class 15 contains 48229 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127130 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66844 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21576 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942048.000000 Penalty: 106614.398438
Iteration 269Q: 32 clusters Score -1.42942e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55396 members 
Mstep: Class 3 contains 12457 members 
Mstep: Class 4 contains 42533 members 
Mstep: Class 5 contains 50715 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64273 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134050 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159776 members 
Mstep: Class 14 contains 146292 members 
Mstep: Class 15 contains 48231 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127126 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66841 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21576 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941968.000000 Penalty: 106614.398438
Iteration 270Q: 32 clusters Score -1.42942e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55396 members 
Mstep: Class 3 contains 12457 members 
Mstep: Class 4 contains 42535 members 
Mstep: Class 5 contains 50715 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64274 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134051 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159780 members 
Mstep: Class 14 contains 146289 members 
Mstep: Class 15 contains 48232 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127122 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66839 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21576 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941952.000000 Penalty: 106614.398438
Iteration 271Q: 32 clusters Score -1.42942e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55395 members 
Mstep: Class 3 contains 12457 members 
Mstep: Class 4 contains 42535 members 
Mstep: Class 5 contains 50713 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64273 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134051 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159785 members 
Mstep: Class 14 contains 146289 members 
Mstep: Class 15 contains 48232 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127121 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66839 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21576 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941920.000000 Penalty: 106614.398438
Iteration 272Q: 32 clusters Score -1.429419e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55393 members 
Mstep: Class 3 contains 12457 members 
Mstep: Class 4 contains 42534 members 
Mstep: Class 5 contains 50712 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64273 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134054 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159784 members 
Mstep: Class 14 contains 146292 members 
Mstep: Class 15 contains 48232 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127120 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66839 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21576 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941920.000000 Penalty: 106614.398438
Iteration 273Q: 32 clusters Score -1.429419e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55392 members 
Mstep: Class 3 contains 12457 members 
Mstep: Class 4 contains 42533 members 
Mstep: Class 5 contains 50712 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64273 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134054 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159784 members 
Mstep: Class 14 contains 146294 members 
Mstep: Class 15 contains 48232 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127120 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66838 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21577 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941904.000000 Penalty: 106614.398438
Iteration 274Q: 32 clusters Score -1.429419e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55389 members 
Mstep: Class 3 contains 12457 members 
Mstep: Class 4 contains 42532 members 
Mstep: Class 5 contains 50712 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64272 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134053 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159788 members 
Mstep: Class 14 contains 146295 members 
Mstep: Class 15 contains 48232 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127120 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66837 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21579 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941936.000000 Penalty: 106614.398438
Iteration 275Q: 32 clusters Score -1.429419e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55389 members 
Mstep: Class 3 contains 12456 members 
Mstep: Class 4 contains 42532 members 
Mstep: Class 5 contains 50711 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64271 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134051 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159793 members 
Mstep: Class 14 contains 146296 members 
Mstep: Class 15 contains 48233 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127118 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66836 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21580 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941936.000000 Penalty: 106614.398438
Iteration 276Q: 32 clusters Score -1.429419e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55389 members 
Mstep: Class 3 contains 12456 members 
Mstep: Class 4 contains 42531 members 
Mstep: Class 5 contains 50713 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64269 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134054 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159793 members 
Mstep: Class 14 contains 146295 members 
Mstep: Class 15 contains 48233 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127117 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66836 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21580 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942000.000000 Penalty: 106614.398438
Iteration 277Q: 32 clusters Score -1.42942e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55390 members 
Mstep: Class 3 contains 12457 members 
Mstep: Class 4 contains 42531 members 
Mstep: Class 5 contains 50712 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64265 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134056 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159793 members 
Mstep: Class 14 contains 146294 members 
Mstep: Class 15 contains 48234 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127118 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66836 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21580 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942032.000000 Penalty: 106614.398438
Iteration 278Q: 32 clusters Score -1.42942e+08 nChanged 13
Entering ConstructFrom: 
Score: -142942032.000000 Penalty: 106614.398438
Entering ConstructFrom: 
Trying to split cluster 1 (17865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Entering Unmasked Estep 
Score: -2431566.000000 Penalty: 2428.068604
	Iteration 0F: 2 clusters Score -2431566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2418865.250000 Penalty: 4856.137207
	Iteration 0F: 3 clusters Score -2418865 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2423084.000000 Penalty: 4856.137207
	Iteration 1F: 3 clusters Score -2423084 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2423728.750000 Penalty: 4856.137207
	Iteration 2F: 3 clusters Score -2423729 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2424339.750000 Penalty: 4856.137207
	Iteration 3F: 3 clusters Score -2424340 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2424908.250000 Penalty: 4856.137207
	Iteration 4F: 3 clusters Score -2424908 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2425454.000000 Penalty: 4856.137207
	Iteration 5F: 3 clusters Score -2425454 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2425986.500000 Penalty: 4856.137207
	Iteration 6F: 3 clusters Score -2425986 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2426523.000000 Penalty: 4856.137207
	Iteration 7F: 3 clusters Score -2426523 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2427078.750000 Penalty: 4856.137207
	Iteration 8F: 3 clusters Score -2427079 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2427586.000000 Penalty: 4856.137207
	Iteration 9Q: 3 clusters Score -2427586 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2428061.500000 Penalty: 4856.137207
	Iteration 10Q: 3 clusters Score -2428062 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2428465.000000 Penalty: 4856.137207
	Iteration 11Q: 3 clusters Score -2428465 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2428833.000000 Penalty: 4856.137207
	Iteration 12Q: 3 clusters Score -2428833 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -2429199.000000 Penalty: 4856.137207
	Iteration 13Q: 3 clusters Score -2429199 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2429514.750000 Penalty: 4856.137207
	Iteration 14Q: 3 clusters Score -2429515 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2429774.250000 Penalty: 4856.137207
	Iteration 15Q: 3 clusters Score -2429774 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2429949.000000 Penalty: 4856.137207
	Iteration 16Q: 3 clusters Score -2429949 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2430093.500000 Penalty: 4856.137207
	Iteration 17Q: 3 clusters Score -2430094 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2430195.500000 Penalty: 4856.137207
	Iteration 18Q: 3 clusters Score -2430196 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2430278.000000 Penalty: 4856.137207
	Iteration 19Q: 3 clusters Score -2430278 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2430353.500000 Penalty: 4856.137207
	Iteration 20F: 3 clusters Score -2430354 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2430406.500000 Penalty: 4856.137207
	Iteration 21Q: 3 clusters Score -2430406 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2430446.250000 Penalty: 4856.137207
	Iteration 22Q: 3 clusters Score -2430446 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2430480.000000 Penalty: 4856.137207
	Iteration 23Q: 3 clusters Score -2430480 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2430483.250000 Penalty: 4856.137207
	Iteration 24Q: 3 clusters Score -2430483 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2430493.000000 Penalty: 4856.137207
	Iteration 25Q: 3 clusters Score -2430493 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2430493.000000 Penalty: 4856.137207
	Iteration 26Q: 3 clusters Score -2430493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2430497.500000 Penalty: 4856.137207
	Iteration 27Q: 3 clusters Score -2430498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2430501.500000 Penalty: 4856.137207
	Iteration 28Q: 3 clusters Score -2430502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2430504.500000 Penalty: 4856.137207
	Iteration 29Q: 3 clusters Score -2430504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2430506.500000 Penalty: 4856.137207
	Iteration 30Q: 3 clusters Score -2430506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2430510.250000 Penalty: 4856.137207
	Iteration 31Q: 3 clusters Score -2430510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2430506.500000 Penalty: 4856.137207
	Iteration 32Q: 3 clusters Score -2430506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2430505.000000 Penalty: 4856.137207
	Iteration 33Q: 3 clusters Score -2430505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2430505.000000 Penalty: 4856.137207
	Iteration 34F: 3 clusters Score -2430505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (55389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Entering Unmasked Estep 
Score: -7604723.000000 Penalty: 2708.689697
	Iteration 0F: 2 clusters Score -7604723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -7567499.000000 Penalty: 5417.379395
	Iteration 0F: 3 clusters Score -7567499 nChanged 25753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -7582201.000000 Penalty: 5417.379395
	Iteration 1F: 3 clusters Score -7582201 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -7583162.500000 Penalty: 5417.379395
	Iteration 2Q: 3 clusters Score -7583162 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -7584671.000000 Penalty: 5417.379395
	Iteration 3F: 3 clusters Score -7584671 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -7586794.500000 Penalty: 5417.379395
	Iteration 4F: 3 clusters Score -7586794 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -7589629.000000 Penalty: 5417.379395
	Iteration 5F: 3 clusters Score -7589629 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -7592596.000000 Penalty: 5417.379395
	Iteration 6F: 3 clusters Score -7592596 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -7595211.500000 Penalty: 5417.379395
	Iteration 7F: 3 clusters Score -7595212 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -7597332.500000 Penalty: 5417.379395
	Iteration 8F: 3 clusters Score -7597332 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -7598874.500000 Penalty: 5417.379395
	Iteration 9Q: 3 clusters Score -7598874 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -7599811.000000 Penalty: 5417.379395
	Iteration 10Q: 3 clusters Score -7599811 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -7600259.500000 Penalty: 5417.379395
	Iteration 11Q: 3 clusters Score -7600260 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -7600581.000000 Penalty: 5417.379395
	Iteration 12Q: 3 clusters Score -7600581 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -7600743.500000 Penalty: 5417.379395
	Iteration 13Q: 3 clusters Score -7600744 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -7600897.000000 Penalty: 5417.379395
	Iteration 14Q: 3 clusters Score -7600897 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -7601123.000000 Penalty: 5417.379395
	Iteration 15Q: 3 clusters Score -7601123 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -7601362.500000 Penalty: 5417.379395
	Iteration 16Q: 3 clusters Score -7601362 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -7601638.500000 Penalty: 5417.379395
	Iteration 17Q: 3 clusters Score -7601638 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -7601903.500000 Penalty: 5417.379395
	Iteration 18Q: 3 clusters Score -7601904 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -7602218.000000 Penalty: 5417.379395
	Iteration 19Q: 3 clusters Score -7602218 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -7602544.500000 Penalty: 5417.379395
	Iteration 20F: 3 clusters Score -7602544 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -7602897.500000 Penalty: 5417.379395
	Iteration 21Q: 3 clusters Score -7602898 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -7603241.000000 Penalty: 5417.379395
	Iteration 22Q: 3 clusters Score -7603241 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 47167 members 
Entering Unmasked Estep 
Score: -7603586.000000 Penalty: 5417.379395
	Iteration 23Q: 3 clusters Score -7603586 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -7603947.500000 Penalty: 5417.379395
	Iteration 24Q: 3 clusters Score -7603948 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 47913 members 
Entering Unmasked Estep 
Score: -7604170.500000 Penalty: 5417.379395
	Iteration 25Q: 3 clusters Score -7604170 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -7604339.500000 Penalty: 5417.379395
	Iteration 26Q: 3 clusters Score -7604340 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -7604440.000000 Penalty: 5417.379395
	Iteration 27Q: 3 clusters Score -7604440 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -7604495.000000 Penalty: 5417.379395
	Iteration 28Q: 3 clusters Score -7604495 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -7604521.500000 Penalty: 5417.379395
	Iteration 29Q: 3 clusters Score -7604522 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
Score: -7604558.000000 Penalty: 5417.379395
	Iteration 30Q: 3 clusters Score -7604558 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -7604548.500000 Penalty: 5417.379395
	Iteration 31Q: 3 clusters Score -7604548 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -7604555.500000 Penalty: 5417.379395
	Iteration 32Q: 3 clusters Score -7604556 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -7604559.000000 Penalty: 5417.379395
	Iteration 33Q: 3 clusters Score -7604559 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -7604555.000000 Penalty: 5417.379395
	Iteration 34Q: 3 clusters Score -7604555 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -7604560.000000 Penalty: 5417.379395
	Iteration 35Q: 3 clusters Score -7604560 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -7604564.500000 Penalty: 5417.379395
	Iteration 36Q: 3 clusters Score -7604564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -7604578.000000 Penalty: 5417.379395
	Iteration 37Q: 3 clusters Score -7604578 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -7604583.000000 Penalty: 5417.379395
	Iteration 38Q: 3 clusters Score -7604583 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -7604584.500000 Penalty: 5417.379395
	Iteration 39Q: 3 clusters Score -7604584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 49100 members 
Entering Unmasked Estep 
Score: -7604577.000000 Penalty: 5417.379395
	Iteration 40F: 3 clusters Score -7604577 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -7604598.000000 Penalty: 5417.379395
	Iteration 41Q: 3 clusters Score -7604598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -7604602.500000 Penalty: 5417.379395
	Iteration 42Q: 3 clusters Score -7604602 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -7604578.500000 Penalty: 5417.379395
	Iteration 43Q: 3 clusters Score -7604578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 49201 members 
Entering Unmasked Estep 
Score: -7604573.500000 Penalty: 5417.379395
	Iteration 44Q: 3 clusters Score -7604574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 49211 members 
Entering Unmasked Estep 
Score: -7604577.000000 Penalty: 5417.379395
	Iteration 45Q: 3 clusters Score -7604577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -7604576.500000 Penalty: 5417.379395
	Iteration 46Q: 3 clusters Score -7604576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -7604582.500000 Penalty: 5417.379395
	Iteration 47Q: 3 clusters Score -7604582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -7604577.500000 Penalty: 5417.379395
	Iteration 48Q: 3 clusters Score -7604578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -7604580.500000 Penalty: 5417.379395
	Iteration 49Q: 3 clusters Score -7604580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -7604574.000000 Penalty: 5417.379395
	Iteration 50Q: 3 clusters Score -7604574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -7604575.500000 Penalty: 5417.379395
	Iteration 51Q: 3 clusters Score -7604576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
Score: -7604574.500000 Penalty: 5417.379395
	Iteration 52Q: 3 clusters Score -7604574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -7604583.500000 Penalty: 5417.379395
	Iteration 53Q: 3 clusters Score -7604584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -7604581.500000 Penalty: 5417.379395
	Iteration 54Q: 3 clusters Score -7604582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -7604590.500000 Penalty: 5417.379395
	Iteration 55Q: 3 clusters Score -7604590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -7604595.500000 Penalty: 5417.379395
	Iteration 56Q: 3 clusters Score -7604596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -7604594.500000 Penalty: 5417.379395
	Iteration 57Q: 3 clusters Score -7604594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -7604595.500000 Penalty: 5417.379395
	Iteration 58Q: 3 clusters Score -7604596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 49284 members 
Entering Unmasked Estep 
Score: -7604604.500000 Penalty: 5417.379395
	Iteration 59Q: 3 clusters Score -7604604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -7604595.000000 Penalty: 5417.379395
	Iteration 60F: 3 clusters Score -7604595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 49298 members 
Entering Unmasked Estep 
Score: -7604604.500000 Penalty: 5417.379395
	Iteration 61Q: 3 clusters Score -7604604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -7604601.000000 Penalty: 5417.379395
	Iteration 62Q: 3 clusters Score -7604601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -7604599.500000 Penalty: 5417.379395
	Iteration 63Q: 3 clusters Score -7604600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -7604600.500000 Penalty: 5417.379395
	Iteration 64Q: 3 clusters Score -7604600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -7604597.000000 Penalty: 5417.379395
	Iteration 65Q: 3 clusters Score -7604597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
Score: -7604600.000000 Penalty: 5417.379395
	Iteration 66Q: 3 clusters Score -7604600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -7604601.500000 Penalty: 5417.379395
	Iteration 67Q: 3 clusters Score -7604602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -7604605.000000 Penalty: 5417.379395
	Iteration 68Q: 3 clusters Score -7604605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 49314 members 
Entering Unmasked Estep 
Score: -7604603.000000 Penalty: 5417.379395
	Iteration 69Q: 3 clusters Score -7604603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -7604599.000000 Penalty: 5417.379395
	Iteration 70Q: 3 clusters Score -7604599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -7604599.000000 Penalty: 5417.379395
	Iteration 71F: 3 clusters Score -7604599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Entering Unmasked Estep 
Score: -1669658.000000 Penalty: 2338.669434
	Iteration 0F: 2 clusters Score -1669658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1660357.125000 Penalty: 4677.338867
	Iteration 0F: 3 clusters Score -1660357 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1663483.625000 Penalty: 4677.338867
	Iteration 1F: 3 clusters Score -1663484 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1664238.375000 Penalty: 4677.338867
	Iteration 2F: 3 clusters Score -1664238 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1664960.875000 Penalty: 4677.338867
	Iteration 3F: 3 clusters Score -1664961 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1665610.000000 Penalty: 4677.338867
	Iteration 4F: 3 clusters Score -1665610 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1666180.875000 Penalty: 4677.338867
	Iteration 5F: 3 clusters Score -1666181 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1666711.000000 Penalty: 4677.338867
	Iteration 6F: 3 clusters Score -1666711 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1667247.750000 Penalty: 4677.338867
	Iteration 7F: 3 clusters Score -1667248 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1667800.250000 Penalty: 4677.338867
	Iteration 8Q: 3 clusters Score -1667800 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1668316.000000 Penalty: 4677.338867
	Iteration 9Q: 3 clusters Score -1668316 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1668784.125000 Penalty: 4677.338867
	Iteration 10Q: 3 clusters Score -1668784 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1669097.125000 Penalty: 4677.338867
	Iteration 11Q: 3 clusters Score -1669097 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1669280.500000 Penalty: 4677.338867
	Iteration 12Q: 3 clusters Score -1669280 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1669422.625000 Penalty: 4677.338867
	Iteration 13Q: 3 clusters Score -1669423 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1669533.500000 Penalty: 4677.338867
	Iteration 14Q: 3 clusters Score -1669534 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1669660.375000 Penalty: 4677.338867
	Iteration 15Q: 3 clusters Score -1669660 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1669758.750000 Penalty: 4677.338867
	Iteration 16Q: 3 clusters Score -1669759 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1669792.000000 Penalty: 4677.338867
	Iteration 17Q: 3 clusters Score -1669792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1669816.125000 Penalty: 4677.338867
	Iteration 18Q: 3 clusters Score -1669816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1669816.625000 Penalty: 4677.338867
	Iteration 19Q: 3 clusters Score -1669817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1669820.125000 Penalty: 4677.338867
	Iteration 20F: 3 clusters Score -1669820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1669820.375000 Penalty: 4677.338867
	Iteration 21Q: 3 clusters Score -1669820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1669825.375000 Penalty: 4677.338867
	Iteration 22Q: 3 clusters Score -1669825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1669827.375000 Penalty: 4677.338867
	Iteration 23Q: 3 clusters Score -1669827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1669826.750000 Penalty: 4677.338867
	Iteration 24Q: 3 clusters Score -1669827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1669833.000000 Penalty: 4677.338867
	Iteration 25Q: 3 clusters Score -1669833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1669830.125000 Penalty: 4677.338867
	Iteration 26Q: 3 clusters Score -1669830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1669830.125000 Penalty: 4677.338867
	Iteration 27F: 3 clusters Score -1669830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55389 members 
Mstep: Class 3 contains 1616 members 
Mstep: Class 4 contains 42531 members 
Mstep: Class 5 contains 50713 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64262 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134053 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159800 members 
Mstep: Class 14 contains 146294 members 
Mstep: Class 15 contains 48234 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127116 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66836 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21580 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Mstep: Class 32 contains 10842 members 
Entering Unmasked Estep 
Score: -142941120.000000 Penalty: 110053.570312
Splitting cluster 3 changes total score from -142942032.000000 to -142941120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (42531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Entering Unmasked Estep 
Score: -5750878.500000 Penalty: 2643.181152
	Iteration 0F: 2 clusters Score -5750878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -5721894.000000 Penalty: 5286.362305
	Iteration 0F: 3 clusters Score -5721894 nChanged 19611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -5732730.500000 Penalty: 5286.362305
	Iteration 1F: 3 clusters Score -5732730 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -5733162.500000 Penalty: 5286.362305
	Iteration 2Q: 3 clusters Score -5733162 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -5733530.000000 Penalty: 5286.362305
	Iteration 3Q: 3 clusters Score -5733530 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -5733848.000000 Penalty: 5286.362305
	Iteration 4Q: 3 clusters Score -5733848 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -5734148.500000 Penalty: 5286.362305
	Iteration 5Q: 3 clusters Score -5734148 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -5734457.000000 Penalty: 5286.362305
	Iteration 6Q: 3 clusters Score -5734457 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -5734723.000000 Penalty: 5286.362305
	Iteration 7Q: 3 clusters Score -5734723 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -5735011.500000 Penalty: 5286.362305
	Iteration 8Q: 3 clusters Score -5735012 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -5735315.000000 Penalty: 5286.362305
	Iteration 9Q: 3 clusters Score -5735315 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -5735671.000000 Penalty: 5286.362305
	Iteration 10Q: 3 clusters Score -5735671 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -5736133.000000 Penalty: 5286.362305
	Iteration 11Q: 3 clusters Score -5736133 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -5736781.000000 Penalty: 5286.362305
	Iteration 12Q: 3 clusters Score -5736781 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -5737692.000000 Penalty: 5286.362305
	Iteration 13Q: 3 clusters Score -5737692 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -5738852.000000 Penalty: 5286.362305
	Iteration 14F: 3 clusters Score -5738852 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -5740382.000000 Penalty: 5286.362305
	Iteration 15F: 3 clusters Score -5740382 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -5742362.500000 Penalty: 5286.362305
	Iteration 16F: 3 clusters Score -5742362 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -5744431.500000 Penalty: 5286.362305
	Iteration 17F: 3 clusters Score -5744432 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -5746288.000000 Penalty: 5286.362305
	Iteration 18Q: 3 clusters Score -5746288 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5747394.000000 Penalty: 5286.362305
	Iteration 19Q: 3 clusters Score -5747394 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5747947.500000 Penalty: 5286.362305
	Iteration 20F: 3 clusters Score -5747948 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5748260.500000 Penalty: 5286.362305
	Iteration 21Q: 3 clusters Score -5748260 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5748407.500000 Penalty: 5286.362305
	Iteration 22Q: 3 clusters Score -5748408 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5748494.000000 Penalty: 5286.362305
	Iteration 23Q: 3 clusters Score -5748494 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5748551.000000 Penalty: 5286.362305
	Iteration 24Q: 3 clusters Score -5748551 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5748597.500000 Penalty: 5286.362305
	Iteration 25Q: 3 clusters Score -5748598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5748611.500000 Penalty: 5286.362305
	Iteration 26Q: 3 clusters Score -5748612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5748632.500000 Penalty: 5286.362305
	Iteration 27Q: 3 clusters Score -5748632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5748639.000000 Penalty: 5286.362305
	Iteration 28Q: 3 clusters Score -5748639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5748643.500000 Penalty: 5286.362305
	Iteration 29Q: 3 clusters Score -5748644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5748641.000000 Penalty: 5286.362305
	Iteration 30Q: 3 clusters Score -5748641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5748646.000000 Penalty: 5286.362305
	Iteration 31Q: 3 clusters Score -5748646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5748644.000000 Penalty: 5286.362305
	Iteration 32Q: 3 clusters Score -5748644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5748644.500000 Penalty: 5286.362305
	Iteration 33Q: 3 clusters Score -5748644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5748644.500000 Penalty: 5286.362305
	Iteration 34F: 3 clusters Score -5748644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Entering Unmasked Estep 
Score: -7119079.500000 Penalty: 2686.816650
	Iteration 0F: 2 clusters Score -7119080 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 25323 members 
Entering Unmasked Estep 
Score: -7084936.500000 Penalty: 5373.633301
	Iteration 0F: 3 clusters Score -7084936 nChanged 23353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -7097917.000000 Penalty: 5373.633301
	Iteration 1F: 3 clusters Score -7097917 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -7098405.000000 Penalty: 5373.633301
	Iteration 2Q: 3 clusters Score -7098405 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -7098838.500000 Penalty: 5373.633301
	Iteration 3Q: 3 clusters Score -7098838 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -7099333.500000 Penalty: 5373.633301
	Iteration 4Q: 3 clusters Score -7099334 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -7099789.000000 Penalty: 5373.633301
	Iteration 5Q: 3 clusters Score -7099789 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -7100339.000000 Penalty: 5373.633301
	Iteration 6Q: 3 clusters Score -7100339 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -7101021.500000 Penalty: 5373.633301
	Iteration 7Q: 3 clusters Score -7101022 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -7101860.000000 Penalty: 5373.633301
	Iteration 8Q: 3 clusters Score -7101860 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -7102871.500000 Penalty: 5373.633301
	Iteration 9Q: 3 clusters Score -7102872 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -7104289.000000 Penalty: 5373.633301
	Iteration 10Q: 3 clusters Score -7104289 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -7106153.000000 Penalty: 5373.633301
	Iteration 11F: 3 clusters Score -7106153 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -7108347.500000 Penalty: 5373.633301
	Iteration 12F: 3 clusters Score -7108348 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -7110709.500000 Penalty: 5373.633301
	Iteration 13F: 3 clusters Score -7110710 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -7112779.000000 Penalty: 5373.633301
	Iteration 14Q: 3 clusters Score -7112779 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 47558 members 
Entering Unmasked Estep 
Score: -7114370.500000 Penalty: 5373.633301
	Iteration 15Q: 3 clusters Score -7114370 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -7115468.000000 Penalty: 5373.633301
	Iteration 16Q: 3 clusters Score -7115468 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -7116046.000000 Penalty: 5373.633301
	Iteration 17Q: 3 clusters Score -7116046 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 49726 members 
Entering Unmasked Estep 
Score: -7116388.000000 Penalty: 5373.633301
	Iteration 18Q: 3 clusters Score -7116388 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -7116551.500000 Penalty: 5373.633301
	Iteration 19Q: 3 clusters Score -7116552 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 49977 members 
Entering Unmasked Estep 
Score: -7116663.000000 Penalty: 5373.633301
	Iteration 20F: 3 clusters Score -7116663 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -7116734.000000 Penalty: 5373.633301
	Iteration 21Q: 3 clusters Score -7116734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -7116774.500000 Penalty: 5373.633301
	Iteration 22Q: 3 clusters Score -7116774 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -7116805.500000 Penalty: 5373.633301
	Iteration 23Q: 3 clusters Score -7116806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -7116831.000000 Penalty: 5373.633301
	Iteration 24Q: 3 clusters Score -7116831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 50092 members 
Entering Unmasked Estep 
Score: -7116853.500000 Penalty: 5373.633301
	Iteration 25Q: 3 clusters Score -7116854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 50100 members 
Entering Unmasked Estep 
Score: -7116855.500000 Penalty: 5373.633301
	Iteration 26Q: 3 clusters Score -7116856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -7116869.000000 Penalty: 5373.633301
	Iteration 27Q: 3 clusters Score -7116869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 50114 members 
Entering Unmasked Estep 
Score: -7116885.500000 Penalty: 5373.633301
	Iteration 28Q: 3 clusters Score -7116886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 50125 members 
Entering Unmasked Estep 
Score: -7116901.000000 Penalty: 5373.633301
	Iteration 29Q: 3 clusters Score -7116901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -7116904.000000 Penalty: 5373.633301
	Iteration 30Q: 3 clusters Score -7116904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -7116912.500000 Penalty: 5373.633301
	Iteration 31Q: 3 clusters Score -7116912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -7116917.000000 Penalty: 5373.633301
	Iteration 32Q: 3 clusters Score -7116917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -7116924.000000 Penalty: 5373.633301
	Iteration 33Q: 3 clusters Score -7116924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 50146 members 
Entering Unmasked Estep 
Score: -7116924.000000 Penalty: 5373.633301
	Iteration 34Q: 3 clusters Score -7116924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 50146 members 
Entering Unmasked Estep 
Score: -7116924.000000 Penalty: 5373.633301
	Iteration 35F: 3 clusters Score -7116924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -112777.250000 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -112777.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -110970.375000 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -110970.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -111283.570312 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -111283.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -111366.226562 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -111366.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -111431.062500 Penalty: 3357.742432
	Iteration 3Q: 3 clusters Score -111431.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -111513.687500 Penalty: 3357.742432
	Iteration 4Q: 3 clusters Score -111513.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -111650.265625 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -111650.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -111811.210938 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -111811.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -111849.273438 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -111849.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -111886.820312 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -111886.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -111919.468750 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -111919.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -111956.640625 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -111956.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -111995.343750 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -111995.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112037.437500 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -112037.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -112064.960938 Penalty: 3357.742432
	Iteration 13Q: 3 clusters Score -112065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -112093.898438 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -112093.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -112127.523438 Penalty: 3357.742432
	Iteration 15Q: 3 clusters Score -112127.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -112166.187500 Penalty: 3357.742432
	Iteration 16Q: 3 clusters Score -112166.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -112197.039062 Penalty: 3357.742432
	Iteration 17Q: 3 clusters Score -112197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -112219.742188 Penalty: 3357.742432
	Iteration 18Q: 3 clusters Score -112219.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -112231.875000 Penalty: 3357.742432
	Iteration 19Q: 3 clusters Score -112231.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -112236.070312 Penalty: 3357.742432
	Iteration 20F: 3 clusters Score -112236.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -112246.039062 Penalty: 3357.742432
	Iteration 21Q: 3 clusters Score -112246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -112250.109375 Penalty: 3357.742432
	Iteration 22Q: 3 clusters Score -112250.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -112255.156250 Penalty: 3357.742432
	Iteration 23Q: 3 clusters Score -112255.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -112261.148438 Penalty: 3357.742432
	Iteration 24Q: 3 clusters Score -112261.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -112268.429688 Penalty: 3357.742432
	Iteration 25Q: 3 clusters Score -112268.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -112270.203125 Penalty: 3357.742432
	Iteration 26Q: 3 clusters Score -112270.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -112271.171875 Penalty: 3357.742432
	Iteration 27Q: 3 clusters Score -112271.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -112272.734375 Penalty: 3357.742432
	Iteration 28Q: 3 clusters Score -112272.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -112272.734375 Penalty: 3357.742432
	Iteration 29F: 3 clusters Score -112272.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -142959.906250 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -142959.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -140977.359375 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -140977.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -141436.625000 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -141436.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -141744.890625 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -141744.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -142086.687500 Penalty: 3477.562012
	Iteration 3F: 3 clusters Score -142086.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -142507.937500 Penalty: 3477.562012
	Iteration 4F: 3 clusters Score -142507.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -142820.828125 Penalty: 3477.562012
	Iteration 5Q: 3 clusters Score -142820.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -142962.968750 Penalty: 3477.562012
	Iteration 6Q: 3 clusters Score -142963 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -143034.328125 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -143034.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -143046.453125 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -143046.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -143047.781250 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -143047.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -143047.781250 Penalty: 3477.562012
	Iteration 10F: 3 clusters Score -143047.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55389 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42531 members 
Mstep: Class 5 contains 50713 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 534 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64262 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134053 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159800 members 
Mstep: Class 14 contains 146294 members 
Mstep: Class 15 contains 48234 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127116 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66836 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21580 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Mstep: Class 32 contains 575 members 
Entering Unmasked Estep 
Score: -142940352.000000 Penalty: 110053.570312
Splitting cluster 7 changes total score from -142942032.000000 to -142940352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Entering Unmasked Estep 
Score: -655902.375000 Penalty: 2101.104492
	Iteration 0F: 2 clusters Score -655902.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -651594.250000 Penalty: 4202.208984
	Iteration 0F: 3 clusters Score -651594.2 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -652536.625000 Penalty: 4202.208984
	Iteration 1F: 3 clusters Score -652536.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -652730.125000 Penalty: 4202.208984
	Iteration 2F: 3 clusters Score -652730.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -652826.687500 Penalty: 4202.208984
	Iteration 3Q: 3 clusters Score -652826.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -652891.000000 Penalty: 4202.208984
	Iteration 4Q: 3 clusters Score -652891 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -652940.812500 Penalty: 4202.208984
	Iteration 5Q: 3 clusters Score -652940.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -652982.562500 Penalty: 4202.208984
	Iteration 6Q: 3 clusters Score -652982.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -653029.062500 Penalty: 4202.208984
	Iteration 7Q: 3 clusters Score -653029.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -653082.500000 Penalty: 4202.208984
	Iteration 8Q: 3 clusters Score -653082.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -653129.125000 Penalty: 4202.208984
	Iteration 9Q: 3 clusters Score -653129.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -653171.250000 Penalty: 4202.208984
	Iteration 10Q: 3 clusters Score -653171.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -653220.500000 Penalty: 4202.208984
	Iteration 11Q: 3 clusters Score -653220.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -653266.437500 Penalty: 4202.208984
	Iteration 12Q: 3 clusters Score -653266.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -653326.750000 Penalty: 4202.208984
	Iteration 13Q: 3 clusters Score -653326.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -653388.187500 Penalty: 4202.208984
	Iteration 14Q: 3 clusters Score -653388.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -653445.875000 Penalty: 4202.208984
	Iteration 15Q: 3 clusters Score -653445.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -653511.125000 Penalty: 4202.208984
	Iteration 16Q: 3 clusters Score -653511.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -653591.437500 Penalty: 4202.208984
	Iteration 17Q: 3 clusters Score -653591.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -653682.437500 Penalty: 4202.208984
	Iteration 18Q: 3 clusters Score -653682.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -653785.937500 Penalty: 4202.208984
	Iteration 19Q: 3 clusters Score -653785.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -653889.875000 Penalty: 4202.208984
	Iteration 20F: 3 clusters Score -653889.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -653996.125000 Penalty: 4202.208984
	Iteration 21Q: 3 clusters Score -653996.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -654081.125000 Penalty: 4202.208984
	Iteration 22Q: 3 clusters Score -654081.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -654144.875000 Penalty: 4202.208984
	Iteration 23Q: 3 clusters Score -654144.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -654200.250000 Penalty: 4202.208984
	Iteration 24Q: 3 clusters Score -654200.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -654244.875000 Penalty: 4202.208984
	Iteration 25Q: 3 clusters Score -654244.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -654283.250000 Penalty: 4202.208984
	Iteration 26Q: 3 clusters Score -654283.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -654311.812500 Penalty: 4202.208984
	Iteration 27Q: 3 clusters Score -654311.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -654332.125000 Penalty: 4202.208984
	Iteration 28Q: 3 clusters Score -654332.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -654342.437500 Penalty: 4202.208984
	Iteration 29Q: 3 clusters Score -654342.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -654349.250000 Penalty: 4202.208984
	Iteration 30Q: 3 clusters Score -654349.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -654359.375000 Penalty: 4202.208984
	Iteration 31Q: 3 clusters Score -654359.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -654366.875000 Penalty: 4202.208984
	Iteration 32Q: 3 clusters Score -654366.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -654372.625000 Penalty: 4202.208984
	Iteration 33Q: 3 clusters Score -654372.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -654376.062500 Penalty: 4202.208984
	Iteration 34Q: 3 clusters Score -654376.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -654378.750000 Penalty: 4202.208984
	Iteration 35Q: 3 clusters Score -654378.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -654385.250000 Penalty: 4202.208984
	Iteration 36Q: 3 clusters Score -654385.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -654388.312500 Penalty: 4202.208984
	Iteration 37Q: 3 clusters Score -654388.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -654391.250000 Penalty: 4202.208984
	Iteration 38Q: 3 clusters Score -654391.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -654393.687500 Penalty: 4202.208984
	Iteration 39Q: 3 clusters Score -654393.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -654394.812500 Penalty: 4202.208984
	Iteration 40F: 3 clusters Score -654394.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (64262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64262 members 
Entering Unmasked Estep 
Score: -9000734.000000 Penalty: 2745.539551
	Iteration 0F: 2 clusters Score -9000734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -8957360.000000 Penalty: 5491.079102
	Iteration 0F: 3 clusters Score -8957360 nChanged 29952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -8974233.000000 Penalty: 5491.079102
	Iteration 1F: 3 clusters Score -8974233 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -8974801.000000 Penalty: 5491.079102
	Iteration 2Q: 3 clusters Score -8974801 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -8975467.000000 Penalty: 5491.079102
	Iteration 3Q: 3 clusters Score -8975467 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -8976214.000000 Penalty: 5491.079102
	Iteration 4Q: 3 clusters Score -8976214 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -8977160.000000 Penalty: 5491.079102
	Iteration 5Q: 3 clusters Score -8977160 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -8978549.000000 Penalty: 5491.079102
	Iteration 6Q: 3 clusters Score -8978549 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -8980731.000000 Penalty: 5491.079102
	Iteration 7F: 3 clusters Score -8980731 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -8983671.000000 Penalty: 5491.079102
	Iteration 8F: 3 clusters Score -8983671 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -8987268.000000 Penalty: 5491.079102
	Iteration 9F: 3 clusters Score -8987268 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52318 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -8990563.000000 Penalty: 5491.079102
	Iteration 10F: 3 clusters Score -8990563 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -8992932.000000 Penalty: 5491.079102
	Iteration 11Q: 3 clusters Score -8992932 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56025 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -8994344.000000 Penalty: 5491.079102
	Iteration 12Q: 3 clusters Score -8994344 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -8995164.000000 Penalty: 5491.079102
	Iteration 13Q: 3 clusters Score -8995164 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57810 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -8995762.000000 Penalty: 5491.079102
	Iteration 14Q: 3 clusters Score -8995762 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58507 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -8996267.000000 Penalty: 5491.079102
	Iteration 15Q: 3 clusters Score -8996267 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59097 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -8996651.000000 Penalty: 5491.079102
	Iteration 16Q: 3 clusters Score -8996651 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -8996955.000000 Penalty: 5491.079102
	Iteration 17Q: 3 clusters Score -8996955 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59995 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -8997207.000000 Penalty: 5491.079102
	Iteration 18Q: 3 clusters Score -8997207 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60330 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -8997398.000000 Penalty: 5491.079102
	Iteration 19Q: 3 clusters Score -8997398 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -8997526.000000 Penalty: 5491.079102
	Iteration 20F: 3 clusters Score -8997526 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -8997629.000000 Penalty: 5491.079102
	Iteration 21Q: 3 clusters Score -8997629 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -8997747.000000 Penalty: 5491.079102
	Iteration 22Q: 3 clusters Score -8997747 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61272 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -8997833.000000 Penalty: 5491.079102
	Iteration 23Q: 3 clusters Score -8997833 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -8997900.000000 Penalty: 5491.079102
	Iteration 24Q: 3 clusters Score -8997900 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61570 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -8997944.000000 Penalty: 5491.079102
	Iteration 25Q: 3 clusters Score -8997944 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61703 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -8997980.000000 Penalty: 5491.079102
	Iteration 26Q: 3 clusters Score -8997980 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61824 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -8998038.000000 Penalty: 5491.079102
	Iteration 27Q: 3 clusters Score -8998038 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61919 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -8998070.000000 Penalty: 5491.079102
	Iteration 28Q: 3 clusters Score -8998070 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62001 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -8998089.000000 Penalty: 5491.079102
	Iteration 29Q: 3 clusters Score -8998089 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62075 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -8998116.000000 Penalty: 5491.079102
	Iteration 30Q: 3 clusters Score -8998116 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62145 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -8998144.000000 Penalty: 5491.079102
	Iteration 31Q: 3 clusters Score -8998144 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62218 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -8998167.000000 Penalty: 5491.079102
	Iteration 32Q: 3 clusters Score -8998167 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62279 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8998186.000000 Penalty: 5491.079102
	Iteration 33Q: 3 clusters Score -8998186 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62341 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -8998203.000000 Penalty: 5491.079102
	Iteration 34Q: 3 clusters Score -8998203 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62386 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -8998218.000000 Penalty: 5491.079102
	Iteration 35Q: 3 clusters Score -8998218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62435 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8998252.000000 Penalty: 5491.079102
	Iteration 36Q: 3 clusters Score -8998252 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62475 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -8998260.000000 Penalty: 5491.079102
	Iteration 37Q: 3 clusters Score -8998260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62514 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -8998293.000000 Penalty: 5491.079102
	Iteration 38Q: 3 clusters Score -8998293 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62551 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -8998300.000000 Penalty: 5491.079102
	Iteration 39Q: 3 clusters Score -8998300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62582 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -8998296.000000 Penalty: 5491.079102
	Iteration 40F: 3 clusters Score -8998296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -8998315.000000 Penalty: 5491.079102
	Iteration 41Q: 3 clusters Score -8998315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62636 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -8998323.000000 Penalty: 5491.079102
	Iteration 42Q: 3 clusters Score -8998323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -8998321.000000 Penalty: 5491.079102
	Iteration 43Q: 3 clusters Score -8998321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62684 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -8998325.000000 Penalty: 5491.079102
	Iteration 44Q: 3 clusters Score -8998325 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62709 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -8998326.000000 Penalty: 5491.079102
	Iteration 45Q: 3 clusters Score -8998326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62731 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8998326.000000 Penalty: 5491.079102
	Iteration 46Q: 3 clusters Score -8998326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62755 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -8998335.000000 Penalty: 5491.079102
	Iteration 47Q: 3 clusters Score -8998335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62775 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -8998341.000000 Penalty: 5491.079102
	Iteration 48Q: 3 clusters Score -8998341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62790 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -8998351.000000 Penalty: 5491.079102
	Iteration 49Q: 3 clusters Score -8998351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62809 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8998371.000000 Penalty: 5491.079102
	Iteration 50Q: 3 clusters Score -8998371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8998364.000000 Penalty: 5491.079102
	Iteration 51Q: 3 clusters Score -8998364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62834 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8998376.000000 Penalty: 5491.079102
	Iteration 52Q: 3 clusters Score -8998376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62850 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -8998367.000000 Penalty: 5491.079102
	Iteration 53Q: 3 clusters Score -8998367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62861 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8998373.000000 Penalty: 5491.079102
	Iteration 54Q: 3 clusters Score -8998373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62877 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8998397.000000 Penalty: 5491.079102
	Iteration 55Q: 3 clusters Score -8998397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62890 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8998413.000000 Penalty: 5491.079102
	Iteration 56Q: 3 clusters Score -8998413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62905 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -8998420.000000 Penalty: 5491.079102
	Iteration 57Q: 3 clusters Score -8998420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62921 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8998411.000000 Penalty: 5491.079102
	Iteration 58Q: 3 clusters Score -8998411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62933 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -8998423.000000 Penalty: 5491.079102
	Iteration 59Q: 3 clusters Score -8998423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62944 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8998438.000000 Penalty: 5491.079102
	Iteration 60F: 3 clusters Score -8998438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62952 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8998445.000000 Penalty: 5491.079102
	Iteration 61Q: 3 clusters Score -8998445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62959 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8998445.000000 Penalty: 5491.079102
	Iteration 62Q: 3 clusters Score -8998445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62967 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8998447.000000 Penalty: 5491.079102
	Iteration 63Q: 3 clusters Score -8998447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -8998447.000000 Penalty: 5491.079102
	Iteration 64Q: 3 clusters Score -8998447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62976 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8998453.000000 Penalty: 5491.079102
	Iteration 65Q: 3 clusters Score -8998453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62979 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8998457.000000 Penalty: 5491.079102
	Iteration 66Q: 3 clusters Score -8998457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62984 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -8998450.000000 Penalty: 5491.079102
	Iteration 67Q: 3 clusters Score -8998450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -8998448.000000 Penalty: 5491.079102
	Iteration 68Q: 3 clusters Score -8998448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62995 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -8998448.000000 Penalty: 5491.079102
	Iteration 69Q: 3 clusters Score -8998448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63002 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8998450.000000 Penalty: 5491.079102
	Iteration 70Q: 3 clusters Score -8998450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63010 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -8998454.000000 Penalty: 5491.079102
	Iteration 71Q: 3 clusters Score -8998454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63015 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -8998457.000000 Penalty: 5491.079102
	Iteration 72Q: 3 clusters Score -8998457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -8998456.000000 Penalty: 5491.079102
	Iteration 73Q: 3 clusters Score -8998456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63027 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -8998463.000000 Penalty: 5491.079102
	Iteration 74Q: 3 clusters Score -8998463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63028 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -8998458.000000 Penalty: 5491.079102
	Iteration 75Q: 3 clusters Score -8998458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8998460.000000 Penalty: 5491.079102
	Iteration 76Q: 3 clusters Score -8998460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8998463.000000 Penalty: 5491.079102
	Iteration 77Q: 3 clusters Score -8998463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63031 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -8998460.000000 Penalty: 5491.079102
	Iteration 78Q: 3 clusters Score -8998460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63032 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -8998461.000000 Penalty: 5491.079102
	Iteration 79Q: 3 clusters Score -8998461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63034 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8998454.000000 Penalty: 5491.079102
	Iteration 80F: 3 clusters Score -8998454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8998456.000000 Penalty: 5491.079102
	Iteration 81Q: 3 clusters Score -8998456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8998456.000000 Penalty: 5491.079102
	Iteration 82F: 3 clusters Score -8998456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Entering Unmasked Estep 
Score: -980932.375000 Penalty: 2201.244629
	Iteration 0F: 2 clusters Score -980932.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -975117.312500 Penalty: 4402.489258
	Iteration 0F: 3 clusters Score -975117.3 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -976730.000000 Penalty: 4402.489258
	Iteration 1F: 3 clusters Score -976730 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -977043.250000 Penalty: 4402.489258
	Iteration 2F: 3 clusters Score -977043.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -977228.812500 Penalty: 4402.489258
	Iteration 3F: 3 clusters Score -977228.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -977351.937500 Penalty: 4402.489258
	Iteration 4Q: 3 clusters Score -977351.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -977442.062500 Penalty: 4402.489258
	Iteration 5Q: 3 clusters Score -977442.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -977505.875000 Penalty: 4402.489258
	Iteration 6Q: 3 clusters Score -977505.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -977567.812500 Penalty: 4402.489258
	Iteration 7Q: 3 clusters Score -977567.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -977620.250000 Penalty: 4402.489258
	Iteration 8Q: 3 clusters Score -977620.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -977676.375000 Penalty: 4402.489258
	Iteration 9Q: 3 clusters Score -977676.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -977730.500000 Penalty: 4402.489258
	Iteration 10Q: 3 clusters Score -977730.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -977790.875000 Penalty: 4402.489258
	Iteration 11Q: 3 clusters Score -977790.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -977849.562500 Penalty: 4402.489258
	Iteration 12Q: 3 clusters Score -977849.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -977912.687500 Penalty: 4402.489258
	Iteration 13Q: 3 clusters Score -977912.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -977977.000000 Penalty: 4402.489258
	Iteration 14Q: 3 clusters Score -977977 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -978048.875000 Penalty: 4402.489258
	Iteration 15Q: 3 clusters Score -978048.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -978122.562500 Penalty: 4402.489258
	Iteration 16Q: 3 clusters Score -978122.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -978188.812500 Penalty: 4402.489258
	Iteration 17Q: 3 clusters Score -978188.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -978254.000000 Penalty: 4402.489258
	Iteration 18Q: 3 clusters Score -978254 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -978318.562500 Penalty: 4402.489258
	Iteration 19Q: 3 clusters Score -978318.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -978391.375000 Penalty: 4402.489258
	Iteration 20F: 3 clusters Score -978391.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -978469.312500 Penalty: 4402.489258
	Iteration 21Q: 3 clusters Score -978469.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -978542.187500 Penalty: 4402.489258
	Iteration 22Q: 3 clusters Score -978542.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -978614.812500 Penalty: 4402.489258
	Iteration 23Q: 3 clusters Score -978614.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -978678.062500 Penalty: 4402.489258
	Iteration 24Q: 3 clusters Score -978678.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -978716.062500 Penalty: 4402.489258
	Iteration 25Q: 3 clusters Score -978716.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -978749.937500 Penalty: 4402.489258
	Iteration 26Q: 3 clusters Score -978749.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -978772.750000 Penalty: 4402.489258
	Iteration 27Q: 3 clusters Score -978772.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -978793.000000 Penalty: 4402.489258
	Iteration 28Q: 3 clusters Score -978793 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -978804.812500 Penalty: 4402.489258
	Iteration 29Q: 3 clusters Score -978804.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -978815.187500 Penalty: 4402.489258
	Iteration 30Q: 3 clusters Score -978815.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -978828.750000 Penalty: 4402.489258
	Iteration 31Q: 3 clusters Score -978828.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -978840.937500 Penalty: 4402.489258
	Iteration 32Q: 3 clusters Score -978840.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -978850.437500 Penalty: 4402.489258
	Iteration 33Q: 3 clusters Score -978850.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -978855.937500 Penalty: 4402.489258
	Iteration 34Q: 3 clusters Score -978855.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -978861.875000 Penalty: 4402.489258
	Iteration 35Q: 3 clusters Score -978861.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -978867.625000 Penalty: 4402.489258
	Iteration 36Q: 3 clusters Score -978867.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -978872.562500 Penalty: 4402.489258
	Iteration 37Q: 3 clusters Score -978872.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -978876.000000 Penalty: 4402.489258
	Iteration 38Q: 3 clusters Score -978876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -978879.812500 Penalty: 4402.489258
	Iteration 39Q: 3 clusters Score -978879.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -978883.000000 Penalty: 4402.489258
	Iteration 40F: 3 clusters Score -978883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -978884.750000 Penalty: 4402.489258
	Iteration 41Q: 3 clusters Score -978884.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -978889.062500 Penalty: 4402.489258
	Iteration 42Q: 3 clusters Score -978889.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -978890.125000 Penalty: 4402.489258
	Iteration 43Q: 3 clusters Score -978890.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -978892.250000 Penalty: 4402.489258
	Iteration 44Q: 3 clusters Score -978892.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -978892.750000 Penalty: 4402.489258
	Iteration 45Q: 3 clusters Score -978892.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -978896.875000 Penalty: 4402.489258
	Iteration 46Q: 3 clusters Score -978896.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -978899.812500 Penalty: 4402.489258
	Iteration 47Q: 3 clusters Score -978899.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -978902.875000 Penalty: 4402.489258
	Iteration 48Q: 3 clusters Score -978902.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -978904.625000 Penalty: 4402.489258
	Iteration 49Q: 3 clusters Score -978904.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -978910.062500 Penalty: 4402.489258
	Iteration 50Q: 3 clusters Score -978910.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -978910.625000 Penalty: 4402.489258
	Iteration 51Q: 3 clusters Score -978910.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -978913.625000 Penalty: 4402.489258
	Iteration 52Q: 3 clusters Score -978913.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -978915.500000 Penalty: 4402.489258
	Iteration 53Q: 3 clusters Score -978915.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -978918.687500 Penalty: 4402.489258
	Iteration 54Q: 3 clusters Score -978918.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -978920.000000 Penalty: 4402.489258
	Iteration 55Q: 3 clusters Score -978920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -978928.000000 Penalty: 4402.489258
	Iteration 56Q: 3 clusters Score -978928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -978932.812500 Penalty: 4402.489258
	Iteration 57Q: 3 clusters Score -978932.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -978938.375000 Penalty: 4402.489258
	Iteration 58Q: 3 clusters Score -978938.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -978946.187500 Penalty: 4402.489258
	Iteration 59Q: 3 clusters Score -978946.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -978950.937500 Penalty: 4402.489258
	Iteration 60F: 3 clusters Score -978950.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -978955.375000 Penalty: 4402.489258
	Iteration 61Q: 3 clusters Score -978955.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -978958.250000 Penalty: 4402.489258
	Iteration 62Q: 3 clusters Score -978958.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -978959.687500 Penalty: 4402.489258
	Iteration 63Q: 3 clusters Score -978959.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -978963.250000 Penalty: 4402.489258
	Iteration 64Q: 3 clusters Score -978963.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -978965.250000 Penalty: 4402.489258
	Iteration 65Q: 3 clusters Score -978965.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -978968.250000 Penalty: 4402.489258
	Iteration 66Q: 3 clusters Score -978968.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -978972.000000 Penalty: 4402.489258
	Iteration 67Q: 3 clusters Score -978972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -978977.562500 Penalty: 4402.489258
	Iteration 68Q: 3 clusters Score -978977.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -978978.500000 Penalty: 4402.489258
	Iteration 69Q: 3 clusters Score -978978.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -978983.125000 Penalty: 4402.489258
	Iteration 70Q: 3 clusters Score -978983.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -978984.875000 Penalty: 4402.489258
	Iteration 71Q: 3 clusters Score -978984.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -978986.937500 Penalty: 4402.489258
	Iteration 72Q: 3 clusters Score -978986.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -978987.750000 Penalty: 4402.489258
	Iteration 73Q: 3 clusters Score -978987.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -978988.250000 Penalty: 4402.489258
	Iteration 74Q: 3 clusters Score -978988.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -978988.250000 Penalty: 4402.489258
	Iteration 75F: 3 clusters Score -978988.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (134053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134053 members 
Entering Unmasked Estep 
Score: -18681886.000000 Penalty: 2927.885498
	Iteration 0F: 2 clusters Score -1.868189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 66902 members 
Entering Unmasked Estep 
Score: -18594408.000000 Penalty: 5855.770996
	Iteration 0F: 3 clusters Score -1.859441e+07 nChanged 64012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -18631366.000000 Penalty: 5855.770996
	Iteration 1F: 3 clusters Score -1.863137e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70823 members 
Mstep: Class 2 contains 63230 members 
Entering Unmasked Estep 
Score: -18632188.000000 Penalty: 5855.770996
	Iteration 2Q: 3 clusters Score -1.863219e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72889 members 
Mstep: Class 2 contains 61164 members 
Entering Unmasked Estep 
Score: -18633062.000000 Penalty: 5855.770996
	Iteration 3Q: 3 clusters Score -1.863306e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76053 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
Score: -18634472.000000 Penalty: 5855.770996
	Iteration 4Q: 3 clusters Score -1.863447e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80911 members 
Mstep: Class 2 contains 53142 members 
Entering Unmasked Estep 
Score: -18636938.000000 Penalty: 5855.770996
	Iteration 5Q: 3 clusters Score -1.863694e+07 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87727 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -18641238.000000 Penalty: 5855.770996
	Iteration 6F: 3 clusters Score -1.864124e+07 nChanged 9586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96823 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -18648080.000000 Penalty: 5855.770996
	Iteration 7F: 3 clusters Score -1.864808e+07 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107323 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -18657486.000000 Penalty: 5855.770996
	Iteration 8F: 3 clusters Score -1.865749e+07 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117341 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -18666928.000000 Penalty: 5855.770996
	Iteration 9F: 3 clusters Score -1.866693e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124664 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -18673216.000000 Penalty: 5855.770996
	Iteration 10F: 3 clusters Score -1.867322e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128968 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -18676622.000000 Penalty: 5855.770996
	Iteration 11Q: 3 clusters Score -1.867662e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131091 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -18678026.000000 Penalty: 5855.770996
	Iteration 12Q: 3 clusters Score -1.867803e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132181 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -18678690.000000 Penalty: 5855.770996
	Iteration 13Q: 3 clusters Score -1.867869e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132743 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -18679004.000000 Penalty: 5855.770996
	Iteration 14Q: 3 clusters Score -1.8679e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133029 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -18679174.000000 Penalty: 5855.770996
	Iteration 15Q: 3 clusters Score -1.867917e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133191 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -18679292.000000 Penalty: 5855.770996
	Iteration 16Q: 3 clusters Score -1.867929e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133285 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -18679326.000000 Penalty: 5855.770996
	Iteration 17Q: 3 clusters Score -1.867933e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133340 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -18679364.000000 Penalty: 5855.770996
	Iteration 18Q: 3 clusters Score -1.867936e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133384 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -18679384.000000 Penalty: 5855.770996
	Iteration 19Q: 3 clusters Score -1.867938e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133399 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -18679456.000000 Penalty: 5855.770996
	Iteration 20F: 3 clusters Score -1.867946e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133417 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -18679450.000000 Penalty: 5855.770996
	Iteration 21Q: 3 clusters Score -1.867945e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133431 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -18679462.000000 Penalty: 5855.770996
	Iteration 22Q: 3 clusters Score -1.867946e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133446 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -18679460.000000 Penalty: 5855.770996
	Iteration 23Q: 3 clusters Score -1.867946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133457 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -18679462.000000 Penalty: 5855.770996
	Iteration 24Q: 3 clusters Score -1.867946e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133465 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -18679484.000000 Penalty: 5855.770996
	Iteration 25Q: 3 clusters Score -1.867948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133470 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -18679474.000000 Penalty: 5855.770996
	Iteration 26Q: 3 clusters Score -1.867947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133472 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -18679496.000000 Penalty: 5855.770996
	Iteration 27Q: 3 clusters Score -1.86795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133477 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -18679510.000000 Penalty: 5855.770996
	Iteration 28Q: 3 clusters Score -1.867951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133480 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -18679520.000000 Penalty: 5855.770996
	Iteration 29Q: 3 clusters Score -1.867952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133482 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -18679510.000000 Penalty: 5855.770996
	Iteration 30Q: 3 clusters Score -1.867951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133482 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -18679510.000000 Penalty: 5855.770996
	Iteration 31Q: 3 clusters Score -1.867951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133482 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -18679506.000000 Penalty: 5855.770996
	Iteration 32Q: 3 clusters Score -1.867951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133482 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -18679510.000000 Penalty: 5855.770996
	Iteration 33Q: 3 clusters Score -1.867951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133480 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -18679518.000000 Penalty: 5855.770996
	Iteration 34Q: 3 clusters Score -1.867952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133483 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -18679518.000000 Penalty: 5855.770996
	Iteration 35Q: 3 clusters Score -1.867952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133484 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -18679522.000000 Penalty: 5855.770996
	Iteration 36Q: 3 clusters Score -1.867952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133484 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -18679522.000000 Penalty: 5855.770996
	Iteration 37F: 3 clusters Score -1.867952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Entering Unmasked Estep 
Score: -777386.562500 Penalty: 2165.651611
	Iteration 0F: 2 clusters Score -777386.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -772221.062500 Penalty: 4331.303223
	Iteration 0F: 3 clusters Score -772221.1 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -773899.125000 Penalty: 4331.303223
	Iteration 1F: 3 clusters Score -773899.1 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -774655.437500 Penalty: 4331.303223
	Iteration 2F: 3 clusters Score -774655.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -775471.812500 Penalty: 4331.303223
	Iteration 3F: 3 clusters Score -775471.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -776024.437500 Penalty: 4331.303223
	Iteration 4F: 3 clusters Score -776024.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -776367.625000 Penalty: 4331.303223
	Iteration 5F: 3 clusters Score -776367.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -776567.812500 Penalty: 4331.303223
	Iteration 6Q: 3 clusters Score -776567.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -776696.000000 Penalty: 4331.303223
	Iteration 7Q: 3 clusters Score -776696 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -776788.937500 Penalty: 4331.303223
	Iteration 8Q: 3 clusters Score -776788.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -776851.250000 Penalty: 4331.303223
	Iteration 9Q: 3 clusters Score -776851.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -776898.812500 Penalty: 4331.303223
	Iteration 10Q: 3 clusters Score -776898.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -776937.375000 Penalty: 4331.303223
	Iteration 11Q: 3 clusters Score -776937.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -776978.875000 Penalty: 4331.303223
	Iteration 12Q: 3 clusters Score -776978.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -776998.375000 Penalty: 4331.303223
	Iteration 13Q: 3 clusters Score -776998.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -777013.312500 Penalty: 4331.303223
	Iteration 14Q: 3 clusters Score -777013.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -777021.562500 Penalty: 4331.303223
	Iteration 15Q: 3 clusters Score -777021.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -777027.875000 Penalty: 4331.303223
	Iteration 16Q: 3 clusters Score -777027.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -777034.000000 Penalty: 4331.303223
	Iteration 17Q: 3 clusters Score -777034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -777050.250000 Penalty: 4331.303223
	Iteration 18Q: 3 clusters Score -777050.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -777114.937500 Penalty: 4331.303223
	Iteration 19Q: 3 clusters Score -777114.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -777206.750000 Penalty: 4331.303223
	Iteration 20F: 3 clusters Score -777206.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -777257.062500 Penalty: 4331.303223
	Iteration 21Q: 3 clusters Score -777257.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -777269.062500 Penalty: 4331.303223
	Iteration 22Q: 3 clusters Score -777269.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -777271.625000 Penalty: 4331.303223
	Iteration 23Q: 3 clusters Score -777271.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -777272.625000 Penalty: 4331.303223
	Iteration 24Q: 3 clusters Score -777272.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -777274.812500 Penalty: 4331.303223
	Iteration 25Q: 3 clusters Score -777274.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -777274.812500 Penalty: 4331.303223
	Iteration 26F: 3 clusters Score -777274.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (159800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159800 members 
Entering Unmasked Estep 
Score: -22197496.000000 Penalty: 2971.456055
	Iteration 0F: 2 clusters Score -2.21975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79697 members 
Mstep: Class 2 contains 80103 members 
Entering Unmasked Estep 
Score: -22094690.000000 Penalty: 5942.912109
	Iteration 0F: 3 clusters Score -2.209469e+07 nChanged 76800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76607 members 
Mstep: Class 2 contains 83193 members 
Entering Unmasked Estep 
Score: -22139278.000000 Penalty: 5942.912109
	Iteration 1F: 3 clusters Score -2.213928e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74572 members 
Mstep: Class 2 contains 85228 members 
Entering Unmasked Estep 
Score: -22140262.000000 Penalty: 5942.912109
	Iteration 2Q: 3 clusters Score -2.214026e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71530 members 
Mstep: Class 2 contains 88270 members 
Entering Unmasked Estep 
Score: -22141420.000000 Penalty: 5942.912109
	Iteration 3Q: 3 clusters Score -2.214142e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66795 members 
Mstep: Class 2 contains 93005 members 
Entering Unmasked Estep 
Score: -22143758.000000 Penalty: 5942.912109
	Iteration 4Q: 3 clusters Score -2.214376e+07 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 100011 members 
Entering Unmasked Estep 
Score: -22147738.000000 Penalty: 5942.912109
	Iteration 5F: 3 clusters Score -2.214774e+07 nChanged 11021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 109932 members 
Entering Unmasked Estep 
Score: -22154606.000000 Penalty: 5942.912109
	Iteration 6F: 3 clusters Score -2.215461e+07 nChanged 13092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 122400 members 
Entering Unmasked Estep 
Score: -22164596.000000 Penalty: 5942.912109
	Iteration 7F: 3 clusters Score -2.21646e+07 nChanged 13123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 135269 members 
Entering Unmasked Estep 
Score: -22175302.000000 Penalty: 5942.912109
	Iteration 8F: 3 clusters Score -2.21753e+07 nChanged 10269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 145488 members 
Entering Unmasked Estep 
Score: -22184016.000000 Penalty: 5942.912109
	Iteration 9F: 3 clusters Score -2.218402e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 151912 members 
Entering Unmasked Estep 
Score: -22189456.000000 Penalty: 5942.912109
	Iteration 10Q: 3 clusters Score -2.218946e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 155548 members 
Entering Unmasked Estep 
Score: -22192146.000000 Penalty: 5942.912109
	Iteration 11Q: 3 clusters Score -2.219215e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 157495 members 
Entering Unmasked Estep 
Score: -22193502.000000 Penalty: 5942.912109
	Iteration 12Q: 3 clusters Score -2.21935e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 158475 members 
Entering Unmasked Estep 
Score: -22194188.000000 Penalty: 5942.912109
	Iteration 13Q: 3 clusters Score -2.219419e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 158962 members 
Entering Unmasked Estep 
Score: -22194542.000000 Penalty: 5942.912109
	Iteration 14Q: 3 clusters Score -2.219454e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 159186 members 
Entering Unmasked Estep 
Score: -22194724.000000 Penalty: 5942.912109
	Iteration 15Q: 3 clusters Score -2.219472e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 159302 members 
Entering Unmasked Estep 
Score: -22194764.000000 Penalty: 5942.912109
	Iteration 16Q: 3 clusters Score -2.219476e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 159370 members 
Entering Unmasked Estep 
Score: -22194830.000000 Penalty: 5942.912109
	Iteration 17Q: 3 clusters Score -2.219483e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 159399 members 
Entering Unmasked Estep 
Score: -22194886.000000 Penalty: 5942.912109
	Iteration 18Q: 3 clusters Score -2.219489e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 159422 members 
Entering Unmasked Estep 
Score: -22194944.000000 Penalty: 5942.912109
	Iteration 19Q: 3 clusters Score -2.219494e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 159438 members 
Entering Unmasked Estep 
Score: -22194954.000000 Penalty: 5942.912109
	Iteration 20F: 3 clusters Score -2.219495e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 159447 members 
Entering Unmasked Estep 
Score: -22194944.000000 Penalty: 5942.912109
	Iteration 21Q: 3 clusters Score -2.219494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 159452 members 
Entering Unmasked Estep 
Score: -22194964.000000 Penalty: 5942.912109
	Iteration 22Q: 3 clusters Score -2.219496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 159453 members 
Entering Unmasked Estep 
Score: -22194976.000000 Penalty: 5942.912109
	Iteration 23Q: 3 clusters Score -2.219498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 159455 members 
Entering Unmasked Estep 
Score: -22194992.000000 Penalty: 5942.912109
	Iteration 24Q: 3 clusters Score -2.219499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 159459 members 
Entering Unmasked Estep 
Score: -22194996.000000 Penalty: 5942.912109
	Iteration 25Q: 3 clusters Score -2.2195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 159458 members 
Entering Unmasked Estep 
Score: -22194998.000000 Penalty: 5942.912109
	Iteration 26Q: 3 clusters Score -2.2195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 159456 members 
Entering Unmasked Estep 
Score: -22194996.000000 Penalty: 5942.912109
	Iteration 27Q: 3 clusters Score -2.2195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 159456 members 
Entering Unmasked Estep 
Score: -22194996.000000 Penalty: 5942.912109
	Iteration 28F: 3 clusters Score -2.2195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (146294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146294 members 
Entering Unmasked Estep 
Score: -20281582.000000 Penalty: 2949.556641
	Iteration 0F: 2 clusters Score -2.028158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73488 members 
Mstep: Class 2 contains 72806 members 
Entering Unmasked Estep 
Score: -20187540.000000 Penalty: 5899.113281
	Iteration 0F: 3 clusters Score -2.018754e+07 nChanged 69662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78678 members 
Mstep: Class 2 contains 67616 members 
Entering Unmasked Estep 
Score: -20228582.000000 Penalty: 5899.113281
	Iteration 1F: 3 clusters Score -2.022858e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81953 members 
Mstep: Class 2 contains 64341 members 
Entering Unmasked Estep 
Score: -20230058.000000 Penalty: 5899.113281
	Iteration 2Q: 3 clusters Score -2.023006e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87027 members 
Mstep: Class 2 contains 59267 members 
Entering Unmasked Estep 
Score: -20232440.000000 Penalty: 5899.113281
	Iteration 3Q: 3 clusters Score -2.023244e+07 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94329 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -20236766.000000 Penalty: 5899.113281
	Iteration 4F: 3 clusters Score -2.023677e+07 nChanged 10442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104427 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -20244102.000000 Penalty: 5899.113281
	Iteration 5F: 3 clusters Score -2.02441e+07 nChanged 12857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117100 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -20254958.000000 Penalty: 5899.113281
	Iteration 6F: 3 clusters Score -2.025496e+07 nChanged 12835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129907 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -20266384.000000 Penalty: 5899.113281
	Iteration 7F: 3 clusters Score -2.026638e+07 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139385 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -20273968.000000 Penalty: 5899.113281
	Iteration 8F: 3 clusters Score -2.027397e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143950 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -20277406.000000 Penalty: 5899.113281
	Iteration 9Q: 3 clusters Score -2.027741e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145453 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -20278456.000000 Penalty: 5899.113281
	Iteration 10Q: 3 clusters Score -2.027846e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145873 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -20278708.000000 Penalty: 5899.113281
	Iteration 11Q: 3 clusters Score -2.027871e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145999 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20278868.000000 Penalty: 5899.113281
	Iteration 12Q: 3 clusters Score -2.027887e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146034 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -20278936.000000 Penalty: 5899.113281
	Iteration 13Q: 3 clusters Score -2.027894e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146038 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -20278956.000000 Penalty: 5899.113281
	Iteration 14Q: 3 clusters Score -2.027896e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146054 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20278978.000000 Penalty: 5899.113281
	Iteration 15Q: 3 clusters Score -2.027898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146058 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20279002.000000 Penalty: 5899.113281
	Iteration 16Q: 3 clusters Score -2.0279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146065 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20279022.000000 Penalty: 5899.113281
	Iteration 17Q: 3 clusters Score -2.027902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146068 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20279026.000000 Penalty: 5899.113281
	Iteration 18Q: 3 clusters Score -2.027903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146069 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20279026.000000 Penalty: 5899.113281
	Iteration 19Q: 3 clusters Score -2.027903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146071 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20279034.000000 Penalty: 5899.113281
	Iteration 20F: 3 clusters Score -2.027903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146072 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20279030.000000 Penalty: 5899.113281
	Iteration 21Q: 3 clusters Score -2.027903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146072 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20279030.000000 Penalty: 5899.113281
	Iteration 22F: 3 clusters Score -2.027903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Entering Unmasked Estep 
Score: -6730229.500000 Penalty: 2674.387207
	Iteration 0F: 2 clusters Score -6730230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -6697639.000000 Penalty: 5348.774414
	Iteration 0F: 3 clusters Score -6697639 nChanged 22233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -6710059.500000 Penalty: 5348.774414
	Iteration 1F: 3 clusters Score -6710060 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -6710743.000000 Penalty: 5348.774414
	Iteration 2Q: 3 clusters Score -6710743 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -6711456.000000 Penalty: 5348.774414
	Iteration 3Q: 3 clusters Score -6711456 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -6712278.000000 Penalty: 5348.774414
	Iteration 4Q: 3 clusters Score -6712278 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -6713201.500000 Penalty: 5348.774414
	Iteration 5Q: 3 clusters Score -6713202 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -6714216.000000 Penalty: 5348.774414
	Iteration 6Q: 3 clusters Score -6714216 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -6715539.500000 Penalty: 5348.774414
	Iteration 7Q: 3 clusters Score -6715540 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -6716973.000000 Penalty: 5348.774414
	Iteration 8F: 3 clusters Score -6716973 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -6718676.000000 Penalty: 5348.774414
	Iteration 9F: 3 clusters Score -6718676 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -6720410.500000 Penalty: 5348.774414
	Iteration 10Q: 3 clusters Score -6720410 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -6721979.500000 Penalty: 5348.774414
	Iteration 11Q: 3 clusters Score -6721980 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -6723154.000000 Penalty: 5348.774414
	Iteration 12Q: 3 clusters Score -6723154 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -6723979.500000 Penalty: 5348.774414
	Iteration 13Q: 3 clusters Score -6723980 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -6724573.500000 Penalty: 5348.774414
	Iteration 14Q: 3 clusters Score -6724574 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -6725006.000000 Penalty: 5348.774414
	Iteration 15Q: 3 clusters Score -6725006 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -6725428.000000 Penalty: 5348.774414
	Iteration 16Q: 3 clusters Score -6725428 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -6725830.000000 Penalty: 5348.774414
	Iteration 17Q: 3 clusters Score -6725830 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -6726195.000000 Penalty: 5348.774414
	Iteration 18Q: 3 clusters Score -6726195 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -6726504.000000 Penalty: 5348.774414
	Iteration 19Q: 3 clusters Score -6726504 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -6726803.000000 Penalty: 5348.774414
	Iteration 20F: 3 clusters Score -6726803 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -6727075.000000 Penalty: 5348.774414
	Iteration 21Q: 3 clusters Score -6727075 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -6727316.500000 Penalty: 5348.774414
	Iteration 22Q: 3 clusters Score -6727316 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -6727491.500000 Penalty: 5348.774414
	Iteration 23Q: 3 clusters Score -6727492 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6727641.500000 Penalty: 5348.774414
	Iteration 24Q: 3 clusters Score -6727642 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -6727732.000000 Penalty: 5348.774414
	Iteration 25Q: 3 clusters Score -6727732 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6727818.000000 Penalty: 5348.774414
	Iteration 26Q: 3 clusters Score -6727818 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -6727874.500000 Penalty: 5348.774414
	Iteration 27Q: 3 clusters Score -6727874 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -6727917.000000 Penalty: 5348.774414
	Iteration 28Q: 3 clusters Score -6727917 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -6727966.000000 Penalty: 5348.774414
	Iteration 29Q: 3 clusters Score -6727966 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6728017.500000 Penalty: 5348.774414
	Iteration 30Q: 3 clusters Score -6728018 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6728069.500000 Penalty: 5348.774414
	Iteration 31Q: 3 clusters Score -6728070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6728083.000000 Penalty: 5348.774414
	Iteration 32Q: 3 clusters Score -6728083 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6728106.500000 Penalty: 5348.774414
	Iteration 33Q: 3 clusters Score -6728106 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6728125.500000 Penalty: 5348.774414
	Iteration 34Q: 3 clusters Score -6728126 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6728136.500000 Penalty: 5348.774414
	Iteration 35Q: 3 clusters Score -6728136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6728176.000000 Penalty: 5348.774414
	Iteration 36Q: 3 clusters Score -6728176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6728180.500000 Penalty: 5348.774414
	Iteration 37Q: 3 clusters Score -6728180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6728193.000000 Penalty: 5348.774414
	Iteration 38Q: 3 clusters Score -6728193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -6728204.000000 Penalty: 5348.774414
	Iteration 39Q: 3 clusters Score -6728204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6728211.000000 Penalty: 5348.774414
	Iteration 40F: 3 clusters Score -6728211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6728216.000000 Penalty: 5348.774414
	Iteration 41Q: 3 clusters Score -6728216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6728227.500000 Penalty: 5348.774414
	Iteration 42Q: 3 clusters Score -6728228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6728233.000000 Penalty: 5348.774414
	Iteration 43Q: 3 clusters Score -6728233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6728238.500000 Penalty: 5348.774414
	Iteration 44Q: 3 clusters Score -6728238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6728247.500000 Penalty: 5348.774414
	Iteration 45Q: 3 clusters Score -6728248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6728257.500000 Penalty: 5348.774414
	Iteration 46Q: 3 clusters Score -6728258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6728252.500000 Penalty: 5348.774414
	Iteration 47Q: 3 clusters Score -6728252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6728271.000000 Penalty: 5348.774414
	Iteration 48Q: 3 clusters Score -6728271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6728271.500000 Penalty: 5348.774414
	Iteration 49Q: 3 clusters Score -6728272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6728277.000000 Penalty: 5348.774414
	Iteration 50Q: 3 clusters Score -6728277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6728284.000000 Penalty: 5348.774414
	Iteration 51Q: 3 clusters Score -6728284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6728283.000000 Penalty: 5348.774414
	Iteration 52Q: 3 clusters Score -6728283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6728286.500000 Penalty: 5348.774414
	Iteration 53Q: 3 clusters Score -6728286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6728285.000000 Penalty: 5348.774414
	Iteration 54Q: 3 clusters Score -6728285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6728282.000000 Penalty: 5348.774414
	Iteration 55Q: 3 clusters Score -6728282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6728285.500000 Penalty: 5348.774414
	Iteration 56Q: 3 clusters Score -6728286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6728286.500000 Penalty: 5348.774414
	Iteration 57Q: 3 clusters Score -6728286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6728286.500000 Penalty: 5348.774414
	Iteration 58F: 3 clusters Score -6728286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Entering Unmasked Estep 
Score: -931200.250000 Penalty: 2184.586914
	Iteration 0F: 2 clusters Score -931200.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -925626.375000 Penalty: 4369.173828
	Iteration 0F: 3 clusters Score -925626.4 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -927087.250000 Penalty: 4369.173828
	Iteration 1F: 3 clusters Score -927087.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -927360.125000 Penalty: 4369.173828
	Iteration 2F: 3 clusters Score -927360.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -927558.375000 Penalty: 4369.173828
	Iteration 3F: 3 clusters Score -927558.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -927710.250000 Penalty: 4369.173828
	Iteration 4Q: 3 clusters Score -927710.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -927837.562500 Penalty: 4369.173828
	Iteration 5Q: 3 clusters Score -927837.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -927958.250000 Penalty: 4369.173828
	Iteration 6Q: 3 clusters Score -927958.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -928065.937500 Penalty: 4369.173828
	Iteration 7Q: 3 clusters Score -928065.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -928162.000000 Penalty: 4369.173828
	Iteration 8Q: 3 clusters Score -928162 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -928312.250000 Penalty: 4369.173828
	Iteration 9Q: 3 clusters Score -928312.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -928502.000000 Penalty: 4369.173828
	Iteration 10Q: 3 clusters Score -928502 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -928647.687500 Penalty: 4369.173828
	Iteration 11Q: 3 clusters Score -928647.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -928748.687500 Penalty: 4369.173828
	Iteration 12Q: 3 clusters Score -928748.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -928829.062500 Penalty: 4369.173828
	Iteration 13Q: 3 clusters Score -928829.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -928907.562500 Penalty: 4369.173828
	Iteration 14Q: 3 clusters Score -928907.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -928980.750000 Penalty: 4369.173828
	Iteration 15Q: 3 clusters Score -928980.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -929056.500000 Penalty: 4369.173828
	Iteration 16Q: 3 clusters Score -929056.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -929117.625000 Penalty: 4369.173828
	Iteration 17Q: 3 clusters Score -929117.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -929183.312500 Penalty: 4369.173828
	Iteration 18Q: 3 clusters Score -929183.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -929247.437500 Penalty: 4369.173828
	Iteration 19Q: 3 clusters Score -929247.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -929301.125000 Penalty: 4369.173828
	Iteration 20F: 3 clusters Score -929301.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -929370.687500 Penalty: 4369.173828
	Iteration 21Q: 3 clusters Score -929370.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -929445.687500 Penalty: 4369.173828
	Iteration 22Q: 3 clusters Score -929445.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -929519.500000 Penalty: 4369.173828
	Iteration 23Q: 3 clusters Score -929519.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -929576.625000 Penalty: 4369.173828
	Iteration 24Q: 3 clusters Score -929576.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -929632.125000 Penalty: 4369.173828
	Iteration 25Q: 3 clusters Score -929632.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -929684.125000 Penalty: 4369.173828
	Iteration 26Q: 3 clusters Score -929684.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -929732.500000 Penalty: 4369.173828
	Iteration 27Q: 3 clusters Score -929732.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -929775.000000 Penalty: 4369.173828
	Iteration 28Q: 3 clusters Score -929775 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -929815.062500 Penalty: 4369.173828
	Iteration 29Q: 3 clusters Score -929815.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -929851.125000 Penalty: 4369.173828
	Iteration 30Q: 3 clusters Score -929851.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -929876.625000 Penalty: 4369.173828
	Iteration 31Q: 3 clusters Score -929876.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -929900.125000 Penalty: 4369.173828
	Iteration 32Q: 3 clusters Score -929900.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -929925.937500 Penalty: 4369.173828
	Iteration 33Q: 3 clusters Score -929925.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -929942.062500 Penalty: 4369.173828
	Iteration 34Q: 3 clusters Score -929942.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -929962.437500 Penalty: 4369.173828
	Iteration 35Q: 3 clusters Score -929962.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -929980.937500 Penalty: 4369.173828
	Iteration 36Q: 3 clusters Score -929980.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -929998.187500 Penalty: 4369.173828
	Iteration 37Q: 3 clusters Score -929998.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -930014.312500 Penalty: 4369.173828
	Iteration 38Q: 3 clusters Score -930014.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -930029.687500 Penalty: 4369.173828
	Iteration 39Q: 3 clusters Score -930029.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -930041.750000 Penalty: 4369.173828
	Iteration 40F: 3 clusters Score -930041.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -930049.375000 Penalty: 4369.173828
	Iteration 41Q: 3 clusters Score -930049.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -930056.937500 Penalty: 4369.173828
	Iteration 42Q: 3 clusters Score -930056.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -930064.875000 Penalty: 4369.173828
	Iteration 43Q: 3 clusters Score -930064.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -930080.312500 Penalty: 4369.173828
	Iteration 44Q: 3 clusters Score -930080.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -930103.000000 Penalty: 4369.173828
	Iteration 45Q: 3 clusters Score -930103 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -930120.625000 Penalty: 4369.173828
	Iteration 46Q: 3 clusters Score -930120.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -930140.437500 Penalty: 4369.173828
	Iteration 47Q: 3 clusters Score -930140.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -930158.250000 Penalty: 4369.173828
	Iteration 48Q: 3 clusters Score -930158.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -930169.687500 Penalty: 4369.173828
	Iteration 49Q: 3 clusters Score -930169.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -930187.750000 Penalty: 4369.173828
	Iteration 50Q: 3 clusters Score -930187.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -930212.000000 Penalty: 4369.173828
	Iteration 51Q: 3 clusters Score -930212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -930217.625000 Penalty: 4369.173828
	Iteration 52Q: 3 clusters Score -930217.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -930224.500000 Penalty: 4369.173828
	Iteration 53Q: 3 clusters Score -930224.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -930229.187500 Penalty: 4369.173828
	Iteration 54Q: 3 clusters Score -930229.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -930236.812500 Penalty: 4369.173828
	Iteration 55Q: 3 clusters Score -930236.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -930239.562500 Penalty: 4369.173828
	Iteration 56Q: 3 clusters Score -930239.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -930241.937500 Penalty: 4369.173828
	Iteration 57Q: 3 clusters Score -930241.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -930242.625000 Penalty: 4369.173828
	Iteration 58Q: 3 clusters Score -930242.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -930243.312500 Penalty: 4369.173828
	Iteration 59Q: 3 clusters Score -930243.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -930245.875000 Penalty: 4369.173828
	Iteration 60F: 3 clusters Score -930245.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -930248.562500 Penalty: 4369.173828
	Iteration 61Q: 3 clusters Score -930248.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -930250.437500 Penalty: 4369.173828
	Iteration 62Q: 3 clusters Score -930250.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -930249.812500 Penalty: 4369.173828
	Iteration 63Q: 3 clusters Score -930249.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -930251.062500 Penalty: 4369.173828
	Iteration 64Q: 3 clusters Score -930251.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -930251.062500 Penalty: 4369.173828
	Iteration 65F: 3 clusters Score -930251.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Entering Unmasked Estep 
Score: -1174188.000000 Penalty: 2249.228027
	Iteration 0F: 2 clusters Score -1174188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1167313.125000 Penalty: 4498.456055
	Iteration 0F: 3 clusters Score -1167313 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1169410.000000 Penalty: 4498.456055
	Iteration 1F: 3 clusters Score -1169410 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1169915.000000 Penalty: 4498.456055
	Iteration 2F: 3 clusters Score -1169915 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1170407.625000 Penalty: 4498.456055
	Iteration 3F: 3 clusters Score -1170408 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1170907.625000 Penalty: 4498.456055
	Iteration 4F: 3 clusters Score -1170908 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1171379.875000 Penalty: 4498.456055
	Iteration 5F: 3 clusters Score -1171380 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1171846.000000 Penalty: 4498.456055
	Iteration 6F: 3 clusters Score -1171846 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1172225.750000 Penalty: 4498.456055
	Iteration 7Q: 3 clusters Score -1172226 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1172571.875000 Penalty: 4498.456055
	Iteration 8Q: 3 clusters Score -1172572 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1172822.625000 Penalty: 4498.456055
	Iteration 9Q: 3 clusters Score -1172823 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1172967.750000 Penalty: 4498.456055
	Iteration 10Q: 3 clusters Score -1172968 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1173058.000000 Penalty: 4498.456055
	Iteration 11Q: 3 clusters Score -1173058 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1173113.500000 Penalty: 4498.456055
	Iteration 12Q: 3 clusters Score -1173114 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1173154.375000 Penalty: 4498.456055
	Iteration 13Q: 3 clusters Score -1173154 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1173181.375000 Penalty: 4498.456055
	Iteration 14Q: 3 clusters Score -1173181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1173202.625000 Penalty: 4498.456055
	Iteration 15Q: 3 clusters Score -1173203 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1173225.500000 Penalty: 4498.456055
	Iteration 16Q: 3 clusters Score -1173226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1173242.500000 Penalty: 4498.456055
	Iteration 17Q: 3 clusters Score -1173242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1173243.125000 Penalty: 4498.456055
	Iteration 18Q: 3 clusters Score -1173243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1173256.125000 Penalty: 4498.456055
	Iteration 19Q: 3 clusters Score -1173256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1173263.000000 Penalty: 4498.456055
	Iteration 20F: 3 clusters Score -1173263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1173262.250000 Penalty: 4498.456055
	Iteration 21Q: 3 clusters Score -1173262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1173264.125000 Penalty: 4498.456055
	Iteration 22Q: 3 clusters Score -1173264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1173267.000000 Penalty: 4498.456055
	Iteration 23Q: 3 clusters Score -1173267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1173266.125000 Penalty: 4498.456055
	Iteration 24Q: 3 clusters Score -1173266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1173267.125000 Penalty: 4498.456055
	Iteration 25Q: 3 clusters Score -1173267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1173267.125000 Penalty: 4498.456055
	Iteration 26F: 3 clusters Score -1173267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Entering Unmasked Estep 
Score: -368248.750000 Penalty: 1964.810669
	Iteration 0F: 2 clusters Score -368248.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -365132.468750 Penalty: 3929.621338
	Iteration 0F: 3 clusters Score -365132.5 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -365758.656250 Penalty: 3929.621338
	Iteration 1F: 3 clusters Score -365758.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -365952.312500 Penalty: 3929.621338
	Iteration 2F: 3 clusters Score -365952.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -366051.500000 Penalty: 3929.621338
	Iteration 3F: 3 clusters Score -366051.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -366125.468750 Penalty: 3929.621338
	Iteration 4Q: 3 clusters Score -366125.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -366186.125000 Penalty: 3929.621338
	Iteration 5Q: 3 clusters Score -366186.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -366224.750000 Penalty: 3929.621338
	Iteration 6Q: 3 clusters Score -366224.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -366255.281250 Penalty: 3929.621338
	Iteration 7Q: 3 clusters Score -366255.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -366279.406250 Penalty: 3929.621338
	Iteration 8Q: 3 clusters Score -366279.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -366310.593750 Penalty: 3929.621338
	Iteration 9Q: 3 clusters Score -366310.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -366332.812500 Penalty: 3929.621338
	Iteration 10Q: 3 clusters Score -366332.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -366354.312500 Penalty: 3929.621338
	Iteration 11Q: 3 clusters Score -366354.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -366374.718750 Penalty: 3929.621338
	Iteration 12Q: 3 clusters Score -366374.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -366393.125000 Penalty: 3929.621338
	Iteration 13Q: 3 clusters Score -366393.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -366416.031250 Penalty: 3929.621338
	Iteration 14Q: 3 clusters Score -366416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -366440.937500 Penalty: 3929.621338
	Iteration 15Q: 3 clusters Score -366440.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -366459.031250 Penalty: 3929.621338
	Iteration 16Q: 3 clusters Score -366459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -366475.031250 Penalty: 3929.621338
	Iteration 17Q: 3 clusters Score -366475 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -366494.625000 Penalty: 3929.621338
	Iteration 18Q: 3 clusters Score -366494.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -366510.843750 Penalty: 3929.621338
	Iteration 19Q: 3 clusters Score -366510.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -366525.968750 Penalty: 3929.621338
	Iteration 20F: 3 clusters Score -366526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -366534.437500 Penalty: 3929.621338
	Iteration 21Q: 3 clusters Score -366534.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -366540.812500 Penalty: 3929.621338
	Iteration 22Q: 3 clusters Score -366540.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -366543.375000 Penalty: 3929.621338
	Iteration 23Q: 3 clusters Score -366543.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -366548.187500 Penalty: 3929.621338
	Iteration 24Q: 3 clusters Score -366548.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -366554.312500 Penalty: 3929.621338
	Iteration 25Q: 3 clusters Score -366554.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -366559.906250 Penalty: 3929.621338
	Iteration 26Q: 3 clusters Score -366559.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -366562.437500 Penalty: 3929.621338
	Iteration 27Q: 3 clusters Score -366562.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -366564.625000 Penalty: 3929.621338
	Iteration 28Q: 3 clusters Score -366564.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -366566.812500 Penalty: 3929.621338
	Iteration 29Q: 3 clusters Score -366566.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -366568.406250 Penalty: 3929.621338
	Iteration 30Q: 3 clusters Score -366568.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -366570.875000 Penalty: 3929.621338
	Iteration 31Q: 3 clusters Score -366570.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -366574.375000 Penalty: 3929.621338
	Iteration 32Q: 3 clusters Score -366574.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -366576.562500 Penalty: 3929.621338
	Iteration 33Q: 3 clusters Score -366576.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -366577.687500 Penalty: 3929.621338
	Iteration 34Q: 3 clusters Score -366577.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -366577.343750 Penalty: 3929.621338
	Iteration 35Q: 3 clusters Score -366577.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -366579.937500 Penalty: 3929.621338
	Iteration 36Q: 3 clusters Score -366579.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -366583.125000 Penalty: 3929.621338
	Iteration 37Q: 3 clusters Score -366583.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -366585.593750 Penalty: 3929.621338
	Iteration 38Q: 3 clusters Score -366585.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -366585.937500 Penalty: 3929.621338
	Iteration 39Q: 3 clusters Score -366585.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -366586.875000 Penalty: 3929.621338
	Iteration 40F: 3 clusters Score -366586.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (127116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127116 members 
Entering Unmasked Estep 
Score: -17708282.000000 Penalty: 2914.708008
	Iteration 0F: 2 clusters Score -1.770828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63716 members 
Mstep: Class 2 contains 63400 members 
Entering Unmasked Estep 
Score: -17624404.000000 Penalty: 5829.416016
	Iteration 0F: 3 clusters Score -1.76244e+07 nChanged 60490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66256 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -17659416.000000 Penalty: 5829.416016
	Iteration 1F: 3 clusters Score -1.765942e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67986 members 
Mstep: Class 2 contains 59130 members 
Entering Unmasked Estep 
Score: -17660656.000000 Penalty: 5829.416016
	Iteration 2Q: 3 clusters Score -1.766066e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70541 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -17662202.000000 Penalty: 5829.416016
	Iteration 3Q: 3 clusters Score -1.76622e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74327 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -17664526.000000 Penalty: 5829.416016
	Iteration 4Q: 3 clusters Score -1.766453e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79686 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -17668298.000000 Penalty: 5829.416016
	Iteration 5F: 3 clusters Score -1.76683e+07 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86913 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -17674228.000000 Penalty: 5829.416016
	Iteration 6F: 3 clusters Score -1.767423e+07 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95423 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -17682358.000000 Penalty: 5829.416016
	Iteration 7F: 3 clusters Score -1.768236e+07 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103604 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -17691208.000000 Penalty: 5829.416016
	Iteration 8F: 3 clusters Score -1.769121e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109626 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -17698068.000000 Penalty: 5829.416016
	Iteration 9F: 3 clusters Score -1.769807e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113084 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -17701644.000000 Penalty: 5829.416016
	Iteration 10Q: 3 clusters Score -1.770164e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115108 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -17703146.000000 Penalty: 5829.416016
	Iteration 11Q: 3 clusters Score -1.770315e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116669 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -17703874.000000 Penalty: 5829.416016
	Iteration 12Q: 3 clusters Score -1.770387e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117961 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -17704328.000000 Penalty: 5829.416016
	Iteration 13Q: 3 clusters Score -1.770433e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119107 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -17704682.000000 Penalty: 5829.416016
	Iteration 14Q: 3 clusters Score -1.770468e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120083 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -17705106.000000 Penalty: 5829.416016
	Iteration 15Q: 3 clusters Score -1.770511e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120913 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -17705288.000000 Penalty: 5829.416016
	Iteration 16Q: 3 clusters Score -1.770529e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121609 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -17705446.000000 Penalty: 5829.416016
	Iteration 17Q: 3 clusters Score -1.770545e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122200 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -17705548.000000 Penalty: 5829.416016
	Iteration 18Q: 3 clusters Score -1.770555e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122690 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -17705648.000000 Penalty: 5829.416016
	Iteration 19Q: 3 clusters Score -1.770565e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123108 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -17705804.000000 Penalty: 5829.416016
	Iteration 20F: 3 clusters Score -1.77058e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123472 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -17705894.000000 Penalty: 5829.416016
	Iteration 21Q: 3 clusters Score -1.770589e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123776 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -17705958.000000 Penalty: 5829.416016
	Iteration 22Q: 3 clusters Score -1.770596e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124054 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -17706052.000000 Penalty: 5829.416016
	Iteration 23Q: 3 clusters Score -1.770605e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124338 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -17706090.000000 Penalty: 5829.416016
	Iteration 24Q: 3 clusters Score -1.770609e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124565 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -17706126.000000 Penalty: 5829.416016
	Iteration 25Q: 3 clusters Score -1.770613e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124769 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -17706188.000000 Penalty: 5829.416016
	Iteration 26Q: 3 clusters Score -1.770619e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124924 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -17706198.000000 Penalty: 5829.416016
	Iteration 27Q: 3 clusters Score -1.77062e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125055 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -17706222.000000 Penalty: 5829.416016
	Iteration 28Q: 3 clusters Score -1.770622e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125165 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -17706300.000000 Penalty: 5829.416016
	Iteration 29Q: 3 clusters Score -1.77063e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125266 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -17706382.000000 Penalty: 5829.416016
	Iteration 30Q: 3 clusters Score -1.770638e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125349 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -17706432.000000 Penalty: 5829.416016
	Iteration 31Q: 3 clusters Score -1.770643e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125409 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -17706466.000000 Penalty: 5829.416016
	Iteration 32Q: 3 clusters Score -1.770647e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125463 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -17706472.000000 Penalty: 5829.416016
	Iteration 33Q: 3 clusters Score -1.770647e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125510 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -17706468.000000 Penalty: 5829.416016
	Iteration 34Q: 3 clusters Score -1.770647e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125543 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -17706474.000000 Penalty: 5829.416016
	Iteration 35Q: 3 clusters Score -1.770647e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125570 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -17706484.000000 Penalty: 5829.416016
	Iteration 36Q: 3 clusters Score -1.770648e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125588 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -17706494.000000 Penalty: 5829.416016
	Iteration 37Q: 3 clusters Score -1.770649e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125600 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -17706502.000000 Penalty: 5829.416016
	Iteration 38Q: 3 clusters Score -1.77065e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125611 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -17706496.000000 Penalty: 5829.416016
	Iteration 39Q: 3 clusters Score -1.77065e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125623 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -17706512.000000 Penalty: 5829.416016
	Iteration 40F: 3 clusters Score -1.770651e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125638 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -17706508.000000 Penalty: 5829.416016
	Iteration 41Q: 3 clusters Score -1.770651e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125651 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -17706500.000000 Penalty: 5829.416016
	Iteration 42Q: 3 clusters Score -1.77065e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125662 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -17706508.000000 Penalty: 5829.416016
	Iteration 43Q: 3 clusters Score -1.770651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125671 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -17706498.000000 Penalty: 5829.416016
	Iteration 44Q: 3 clusters Score -1.77065e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125684 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -17706504.000000 Penalty: 5829.416016
	Iteration 45Q: 3 clusters Score -1.77065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125691 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -17706536.000000 Penalty: 5829.416016
	Iteration 46Q: 3 clusters Score -1.770654e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125700 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -17706538.000000 Penalty: 5829.416016
	Iteration 47Q: 3 clusters Score -1.770654e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125713 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -17706562.000000 Penalty: 5829.416016
	Iteration 48Q: 3 clusters Score -1.770656e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125726 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -17706546.000000 Penalty: 5829.416016
	Iteration 49Q: 3 clusters Score -1.770655e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125732 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -17706546.000000 Penalty: 5829.416016
	Iteration 50Q: 3 clusters Score -1.770655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125740 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -17706566.000000 Penalty: 5829.416016
	Iteration 51Q: 3 clusters Score -1.770657e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125749 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -17706570.000000 Penalty: 5829.416016
	Iteration 52Q: 3 clusters Score -1.770657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125754 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -17706562.000000 Penalty: 5829.416016
	Iteration 53Q: 3 clusters Score -1.770656e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125753 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -17706574.000000 Penalty: 5829.416016
	Iteration 54Q: 3 clusters Score -1.770657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125754 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -17706574.000000 Penalty: 5829.416016
	Iteration 55Q: 3 clusters Score -1.770657e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125760 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -17706570.000000 Penalty: 5829.416016
	Iteration 56Q: 3 clusters Score -1.770657e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125762 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -17706566.000000 Penalty: 5829.416016
	Iteration 57Q: 3 clusters Score -1.770657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125761 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -17706582.000000 Penalty: 5829.416016
	Iteration 58Q: 3 clusters Score -1.770658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125759 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -17706584.000000 Penalty: 5829.416016
	Iteration 59Q: 3 clusters Score -1.770658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125761 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -17706586.000000 Penalty: 5829.416016
	Iteration 60F: 3 clusters Score -1.770659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125764 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -17706588.000000 Penalty: 5829.416016
	Iteration 61Q: 3 clusters Score -1.770659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125764 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -17706568.000000 Penalty: 5829.416016
	Iteration 62Q: 3 clusters Score -1.770657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125766 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -17706560.000000 Penalty: 5829.416016
	Iteration 63Q: 3 clusters Score -1.770656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125767 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -17706562.000000 Penalty: 5829.416016
	Iteration 64Q: 3 clusters Score -1.770656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125768 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -17706572.000000 Penalty: 5829.416016
	Iteration 65Q: 3 clusters Score -1.770657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125770 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -17706574.000000 Penalty: 5829.416016
	Iteration 66Q: 3 clusters Score -1.770657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125772 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -17706580.000000 Penalty: 5829.416016
	Iteration 67Q: 3 clusters Score -1.770658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125774 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -17706588.000000 Penalty: 5829.416016
	Iteration 68Q: 3 clusters Score -1.770659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125774 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -17706588.000000 Penalty: 5829.416016
	Iteration 69F: 3 clusters Score -1.770659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Entering Unmasked Estep 
Score: -1042767.312500 Penalty: 2220.663086
	Iteration 0F: 2 clusters Score -1042767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1036508.562500 Penalty: 4441.326172
	Iteration 0F: 3 clusters Score -1036509 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1038289.312500 Penalty: 4441.326172
	Iteration 1F: 3 clusters Score -1038289 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1038539.812500 Penalty: 4441.326172
	Iteration 2F: 3 clusters Score -1038540 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1038729.625000 Penalty: 4441.326172
	Iteration 3Q: 3 clusters Score -1038730 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1038967.062500 Penalty: 4441.326172
	Iteration 4Q: 3 clusters Score -1038967 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1039206.187500 Penalty: 4441.326172
	Iteration 5Q: 3 clusters Score -1039206 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1039509.687500 Penalty: 4441.326172
	Iteration 6Q: 3 clusters Score -1039510 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1039823.000000 Penalty: 4441.326172
	Iteration 7F: 3 clusters Score -1039823 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1040097.125000 Penalty: 4441.326172
	Iteration 8Q: 3 clusters Score -1040097 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1040350.937500 Penalty: 4441.326172
	Iteration 9Q: 3 clusters Score -1040351 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1040609.062500 Penalty: 4441.326172
	Iteration 10Q: 3 clusters Score -1040609 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1040845.437500 Penalty: 4441.326172
	Iteration 11Q: 3 clusters Score -1040845 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1041029.375000 Penalty: 4441.326172
	Iteration 12Q: 3 clusters Score -1041029 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1041166.437500 Penalty: 4441.326172
	Iteration 13Q: 3 clusters Score -1041166 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1041267.687500 Penalty: 4441.326172
	Iteration 14Q: 3 clusters Score -1041268 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1041348.437500 Penalty: 4441.326172
	Iteration 15Q: 3 clusters Score -1041348 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1041404.937500 Penalty: 4441.326172
	Iteration 16Q: 3 clusters Score -1041405 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1041445.937500 Penalty: 4441.326172
	Iteration 17Q: 3 clusters Score -1041446 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1041480.000000 Penalty: 4441.326172
	Iteration 18Q: 3 clusters Score -1041480 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1041497.062500 Penalty: 4441.326172
	Iteration 19Q: 3 clusters Score -1041497 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1041517.437500 Penalty: 4441.326172
	Iteration 20F: 3 clusters Score -1041517 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1041527.187500 Penalty: 4441.326172
	Iteration 21Q: 3 clusters Score -1041527 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1041540.375000 Penalty: 4441.326172
	Iteration 22Q: 3 clusters Score -1041540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1041551.375000 Penalty: 4441.326172
	Iteration 23Q: 3 clusters Score -1041551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1041557.062500 Penalty: 4441.326172
	Iteration 24Q: 3 clusters Score -1041557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1041564.812500 Penalty: 4441.326172
	Iteration 25Q: 3 clusters Score -1041565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1041572.937500 Penalty: 4441.326172
	Iteration 26Q: 3 clusters Score -1041573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1041579.687500 Penalty: 4441.326172
	Iteration 27Q: 3 clusters Score -1041580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1041586.750000 Penalty: 4441.326172
	Iteration 28Q: 3 clusters Score -1041587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1041591.562500 Penalty: 4441.326172
	Iteration 29Q: 3 clusters Score -1041592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1041592.937500 Penalty: 4441.326172
	Iteration 30Q: 3 clusters Score -1041593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1041594.250000 Penalty: 4441.326172
	Iteration 31Q: 3 clusters Score -1041594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1041601.375000 Penalty: 4441.326172
	Iteration 32Q: 3 clusters Score -1041601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1041606.875000 Penalty: 4441.326172
	Iteration 33Q: 3 clusters Score -1041607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1041608.562500 Penalty: 4441.326172
	Iteration 34Q: 3 clusters Score -1041609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1041616.250000 Penalty: 4441.326172
	Iteration 35Q: 3 clusters Score -1041616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1041618.937500 Penalty: 4441.326172
	Iteration 36Q: 3 clusters Score -1041619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1041620.187500 Penalty: 4441.326172
	Iteration 37Q: 3 clusters Score -1041620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1041623.125000 Penalty: 4441.326172
	Iteration 38Q: 3 clusters Score -1041623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1041627.437500 Penalty: 4441.326172
	Iteration 39Q: 3 clusters Score -1041627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1041628.187500 Penalty: 4441.326172
	Iteration 40F: 3 clusters Score -1041628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1041628.437500 Penalty: 4441.326172
	Iteration 41Q: 3 clusters Score -1041628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1041633.437500 Penalty: 4441.326172
	Iteration 42Q: 3 clusters Score -1041633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1041634.750000 Penalty: 4441.326172
	Iteration 43Q: 3 clusters Score -1041635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1041635.687500 Penalty: 4441.326172
	Iteration 44Q: 3 clusters Score -1041636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1041638.312500 Penalty: 4441.326172
	Iteration 45Q: 3 clusters Score -1041638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1041638.687500 Penalty: 4441.326172
	Iteration 46Q: 3 clusters Score -1041639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1041640.312500 Penalty: 4441.326172
	Iteration 47Q: 3 clusters Score -1041640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1041641.375000 Penalty: 4441.326172
	Iteration 48Q: 3 clusters Score -1041641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1041641.437500 Penalty: 4441.326172
	Iteration 49Q: 3 clusters Score -1041641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1041641.625000 Penalty: 4441.326172
	Iteration 50Q: 3 clusters Score -1041642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1041642.250000 Penalty: 4441.326172
	Iteration 51Q: 3 clusters Score -1041642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1041641.750000 Penalty: 4441.326172
	Iteration 52Q: 3 clusters Score -1041642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1041642.187500 Penalty: 4441.326172
	Iteration 53Q: 3 clusters Score -1041642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1041644.937500 Penalty: 4441.326172
	Iteration 54Q: 3 clusters Score -1041645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1041644.687500 Penalty: 4441.326172
	Iteration 55Q: 3 clusters Score -1041645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1041645.500000 Penalty: 4441.326172
	Iteration 56Q: 3 clusters Score -1041646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1041644.437500 Penalty: 4441.326172
	Iteration 57Q: 3 clusters Score -1041644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1041647.687500 Penalty: 4441.326172
	Iteration 58Q: 3 clusters Score -1041648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1041649.250000 Penalty: 4441.326172
	Iteration 59Q: 3 clusters Score -1041649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1041649.875000 Penalty: 4441.326172
	Iteration 60F: 3 clusters Score -1041650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1041652.625000 Penalty: 4441.326172
	Iteration 61Q: 3 clusters Score -1041653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1041655.937500 Penalty: 4441.326172
	Iteration 62Q: 3 clusters Score -1041656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1041662.437500 Penalty: 4441.326172
	Iteration 63Q: 3 clusters Score -1041662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1041664.125000 Penalty: 4441.326172
	Iteration 64Q: 3 clusters Score -1041664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1041664.437500 Penalty: 4441.326172
	Iteration 65Q: 3 clusters Score -1041664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1041666.187500 Penalty: 4441.326172
	Iteration 66Q: 3 clusters Score -1041666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1041665.875000 Penalty: 4441.326172
	Iteration 67Q: 3 clusters Score -1041666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1041667.687500 Penalty: 4441.326172
	Iteration 68Q: 3 clusters Score -1041668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1041668.875000 Penalty: 4441.326172
	Iteration 69Q: 3 clusters Score -1041669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1041668.812500 Penalty: 4441.326172
	Iteration 70Q: 3 clusters Score -1041669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1041671.500000 Penalty: 4441.326172
	Iteration 71Q: 3 clusters Score -1041672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1041670.375000 Penalty: 4441.326172
	Iteration 72Q: 3 clusters Score -1041670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1041669.125000 Penalty: 4441.326172
	Iteration 73Q: 3 clusters Score -1041669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1041669.125000 Penalty: 4441.326172
	Iteration 74F: 3 clusters Score -1041669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Entering Unmasked Estep 
Score: -283551.500000 Penalty: 1904.683594
	Iteration 0F: 2 clusters Score -283551.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -280824.843750 Penalty: 3809.367188
	Iteration 0F: 3 clusters Score -280824.8 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -281340.093750 Penalty: 3809.367188
	Iteration 1F: 3 clusters Score -281340.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -281485.812500 Penalty: 3809.367188
	Iteration 2F: 3 clusters Score -281485.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -281569.187500 Penalty: 3809.367188
	Iteration 3Q: 3 clusters Score -281569.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -281615.000000 Penalty: 3809.367188
	Iteration 4Q: 3 clusters Score -281615 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -281649.156250 Penalty: 3809.367188
	Iteration 5Q: 3 clusters Score -281649.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -281667.187500 Penalty: 3809.367188
	Iteration 6Q: 3 clusters Score -281667.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -281678.531250 Penalty: 3809.367188
	Iteration 7Q: 3 clusters Score -281678.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -281688.156250 Penalty: 3809.367188
	Iteration 8Q: 3 clusters Score -281688.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -281704.750000 Penalty: 3809.367188
	Iteration 9Q: 3 clusters Score -281704.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -281712.312500 Penalty: 3809.367188
	Iteration 10Q: 3 clusters Score -281712.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -281717.093750 Penalty: 3809.367188
	Iteration 11Q: 3 clusters Score -281717.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -281721.656250 Penalty: 3809.367188
	Iteration 12Q: 3 clusters Score -281721.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -281732.156250 Penalty: 3809.367188
	Iteration 13Q: 3 clusters Score -281732.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -281741.500000 Penalty: 3809.367188
	Iteration 14Q: 3 clusters Score -281741.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -281746.031250 Penalty: 3809.367188
	Iteration 15Q: 3 clusters Score -281746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -281753.312500 Penalty: 3809.367188
	Iteration 16Q: 3 clusters Score -281753.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -281758.406250 Penalty: 3809.367188
	Iteration 17Q: 3 clusters Score -281758.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -281761.843750 Penalty: 3809.367188
	Iteration 18Q: 3 clusters Score -281761.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -281767.062500 Penalty: 3809.367188
	Iteration 19Q: 3 clusters Score -281767.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -281770.906250 Penalty: 3809.367188
	Iteration 20F: 3 clusters Score -281770.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -281773.750000 Penalty: 3809.367188
	Iteration 21Q: 3 clusters Score -281773.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -281776.656250 Penalty: 3809.367188
	Iteration 22Q: 3 clusters Score -281776.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -281781.656250 Penalty: 3809.367188
	Iteration 23Q: 3 clusters Score -281781.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -281786.468750 Penalty: 3809.367188
	Iteration 24Q: 3 clusters Score -281786.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -281789.375000 Penalty: 3809.367188
	Iteration 25Q: 3 clusters Score -281789.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -281791.781250 Penalty: 3809.367188
	Iteration 26Q: 3 clusters Score -281791.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -281795.312500 Penalty: 3809.367188
	Iteration 27Q: 3 clusters Score -281795.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -281802.093750 Penalty: 3809.367188
	Iteration 28Q: 3 clusters Score -281802.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -281810.125000 Penalty: 3809.367188
	Iteration 29Q: 3 clusters Score -281810.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -281818.250000 Penalty: 3809.367188
	Iteration 30Q: 3 clusters Score -281818.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -281826.000000 Penalty: 3809.367188
	Iteration 31Q: 3 clusters Score -281826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -281830.687500 Penalty: 3809.367188
	Iteration 32Q: 3 clusters Score -281830.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -281836.843750 Penalty: 3809.367188
	Iteration 33Q: 3 clusters Score -281836.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -281840.281250 Penalty: 3809.367188
	Iteration 34Q: 3 clusters Score -281840.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -281843.718750 Penalty: 3809.367188
	Iteration 35Q: 3 clusters Score -281843.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -281850.406250 Penalty: 3809.367188
	Iteration 36Q: 3 clusters Score -281850.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -281857.625000 Penalty: 3809.367188
	Iteration 37Q: 3 clusters Score -281857.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -281862.875000 Penalty: 3809.367188
	Iteration 38Q: 3 clusters Score -281862.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -281865.343750 Penalty: 3809.367188
	Iteration 39Q: 3 clusters Score -281865.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -281871.093750 Penalty: 3809.367188
	Iteration 40F: 3 clusters Score -281871.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -281875.750000 Penalty: 3809.367188
	Iteration 41Q: 3 clusters Score -281875.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -281876.875000 Penalty: 3809.367188
	Iteration 42Q: 3 clusters Score -281876.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -281879.312500 Penalty: 3809.367188
	Iteration 43Q: 3 clusters Score -281879.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -281884.500000 Penalty: 3809.367188
	Iteration 44Q: 3 clusters Score -281884.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -281891.562500 Penalty: 3809.367188
	Iteration 45Q: 3 clusters Score -281891.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -281899.718750 Penalty: 3809.367188
	Iteration 46Q: 3 clusters Score -281899.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -281905.968750 Penalty: 3809.367188
	Iteration 47Q: 3 clusters Score -281906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -281914.218750 Penalty: 3809.367188
	Iteration 48Q: 3 clusters Score -281914.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -281924.281250 Penalty: 3809.367188
	Iteration 49Q: 3 clusters Score -281924.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -281938.718750 Penalty: 3809.367188
	Iteration 50Q: 3 clusters Score -281938.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -281946.968750 Penalty: 3809.367188
	Iteration 51Q: 3 clusters Score -281947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -281956.031250 Penalty: 3809.367188
	Iteration 52Q: 3 clusters Score -281956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -281965.562500 Penalty: 3809.367188
	Iteration 53Q: 3 clusters Score -281965.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -281970.937500 Penalty: 3809.367188
	Iteration 54Q: 3 clusters Score -281970.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -281973.406250 Penalty: 3809.367188
	Iteration 55Q: 3 clusters Score -281973.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -281975.593750 Penalty: 3809.367188
	Iteration 56Q: 3 clusters Score -281975.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -281976.718750 Penalty: 3809.367188
	Iteration 57Q: 3 clusters Score -281976.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -281978.968750 Penalty: 3809.367188
	Iteration 58Q: 3 clusters Score -281979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -281982.468750 Penalty: 3809.367188
	Iteration 59Q: 3 clusters Score -281982.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -281988.218750 Penalty: 3809.367188
	Iteration 60F: 3 clusters Score -281988.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -281993.531250 Penalty: 3809.367188
	Iteration 61Q: 3 clusters Score -281993.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -281998.125000 Penalty: 3809.367188
	Iteration 62Q: 3 clusters Score -281998.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -282003.187500 Penalty: 3809.367188
	Iteration 63Q: 3 clusters Score -282003.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -282010.656250 Penalty: 3809.367188
	Iteration 64Q: 3 clusters Score -282010.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -282012.093750 Penalty: 3809.367188
	Iteration 65Q: 3 clusters Score -282012.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -282013.937500 Penalty: 3809.367188
	Iteration 66Q: 3 clusters Score -282013.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -282016.125000 Penalty: 3809.367188
	Iteration 67Q: 3 clusters Score -282016.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -282020.718750 Penalty: 3809.367188
	Iteration 68Q: 3 clusters Score -282020.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -282021.437500 Penalty: 3809.367188
	Iteration 69Q: 3 clusters Score -282021.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -282023.187500 Penalty: 3809.367188
	Iteration 70Q: 3 clusters Score -282023.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -282024.343750 Penalty: 3809.367188
	Iteration 71Q: 3 clusters Score -282024.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -282025.281250 Penalty: 3809.367188
	Iteration 72Q: 3 clusters Score -282025.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -282025.281250 Penalty: 3809.367188
	Iteration 73F: 3 clusters Score -282025.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Entering Unmasked Estep 
Score: -728420.375000 Penalty: 2130.014648
	Iteration 0F: 2 clusters Score -728420.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -723641.125000 Penalty: 4260.029297
	Iteration 0F: 3 clusters Score -723641.1 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -724863.562500 Penalty: 4260.029297
	Iteration 1F: 3 clusters Score -724863.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -725163.937500 Penalty: 4260.029297
	Iteration 2F: 3 clusters Score -725163.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -725356.875000 Penalty: 4260.029297
	Iteration 3F: 3 clusters Score -725356.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -725496.062500 Penalty: 4260.029297
	Iteration 4Q: 3 clusters Score -725496.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -725611.750000 Penalty: 4260.029297
	Iteration 5Q: 3 clusters Score -725611.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -725707.625000 Penalty: 4260.029297
	Iteration 6Q: 3 clusters Score -725707.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -725812.312500 Penalty: 4260.029297
	Iteration 7Q: 3 clusters Score -725812.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -725918.937500 Penalty: 4260.029297
	Iteration 8Q: 3 clusters Score -725918.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -726019.750000 Penalty: 4260.029297
	Iteration 9Q: 3 clusters Score -726019.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -726113.062500 Penalty: 4260.029297
	Iteration 10Q: 3 clusters Score -726113.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -726189.250000 Penalty: 4260.029297
	Iteration 11Q: 3 clusters Score -726189.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -726267.437500 Penalty: 4260.029297
	Iteration 12Q: 3 clusters Score -726267.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -726349.562500 Penalty: 4260.029297
	Iteration 13Q: 3 clusters Score -726349.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -726424.125000 Penalty: 4260.029297
	Iteration 14Q: 3 clusters Score -726424.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -726525.750000 Penalty: 4260.029297
	Iteration 15Q: 3 clusters Score -726525.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -726647.500000 Penalty: 4260.029297
	Iteration 16Q: 3 clusters Score -726647.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -726753.125000 Penalty: 4260.029297
	Iteration 17Q: 3 clusters Score -726753.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -726841.500000 Penalty: 4260.029297
	Iteration 18Q: 3 clusters Score -726841.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -726926.562500 Penalty: 4260.029297
	Iteration 19Q: 3 clusters Score -726926.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -727009.250000 Penalty: 4260.029297
	Iteration 20F: 3 clusters Score -727009.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -727080.875000 Penalty: 4260.029297
	Iteration 21Q: 3 clusters Score -727080.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -727153.937500 Penalty: 4260.029297
	Iteration 22Q: 3 clusters Score -727153.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -727203.687500 Penalty: 4260.029297
	Iteration 23Q: 3 clusters Score -727203.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -727236.687500 Penalty: 4260.029297
	Iteration 24Q: 3 clusters Score -727236.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -727267.062500 Penalty: 4260.029297
	Iteration 25Q: 3 clusters Score -727267.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -727288.437500 Penalty: 4260.029297
	Iteration 26Q: 3 clusters Score -727288.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -727308.312500 Penalty: 4260.029297
	Iteration 27Q: 3 clusters Score -727308.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -727321.500000 Penalty: 4260.029297
	Iteration 28Q: 3 clusters Score -727321.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -727326.937500 Penalty: 4260.029297
	Iteration 29Q: 3 clusters Score -727326.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -727332.250000 Penalty: 4260.029297
	Iteration 30Q: 3 clusters Score -727332.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -727334.062500 Penalty: 4260.029297
	Iteration 31Q: 3 clusters Score -727334.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -727337.625000 Penalty: 4260.029297
	Iteration 32Q: 3 clusters Score -727337.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -727342.000000 Penalty: 4260.029297
	Iteration 33Q: 3 clusters Score -727342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -727345.062500 Penalty: 4260.029297
	Iteration 34Q: 3 clusters Score -727345.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -727349.000000 Penalty: 4260.029297
	Iteration 35Q: 3 clusters Score -727349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -727356.250000 Penalty: 4260.029297
	Iteration 36Q: 3 clusters Score -727356.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -727360.687500 Penalty: 4260.029297
	Iteration 37Q: 3 clusters Score -727360.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -727366.312500 Penalty: 4260.029297
	Iteration 38Q: 3 clusters Score -727366.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -727371.937500 Penalty: 4260.029297
	Iteration 39Q: 3 clusters Score -727371.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -727372.750000 Penalty: 4260.029297
	Iteration 40F: 3 clusters Score -727372.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -727373.875000 Penalty: 4260.029297
	Iteration 41Q: 3 clusters Score -727373.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -727373.250000 Penalty: 4260.029297
	Iteration 42Q: 3 clusters Score -727373.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -727373.062500 Penalty: 4260.029297
	Iteration 43Q: 3 clusters Score -727373.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -727374.875000 Penalty: 4260.029297
	Iteration 44Q: 3 clusters Score -727374.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -727374.875000 Penalty: 4260.029297
	Iteration 45F: 3 clusters Score -727374.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -63079.937500 Penalty: 1543.690430
	Iteration 0F: 2 clusters Score -63079.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -61582.226562 Penalty: 3087.380859
	Iteration 0F: 3 clusters Score -61582.23 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -61803.128906 Penalty: 3087.380859
	Iteration 1F: 3 clusters Score -61803.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -61851.906250 Penalty: 3087.380859
	Iteration 2Q: 3 clusters Score -61851.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -61897.292969 Penalty: 3087.380859
	Iteration 3Q: 3 clusters Score -61897.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -61932.691406 Penalty: 3087.380859
	Iteration 4Q: 3 clusters Score -61932.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -61943.308594 Penalty: 3087.380859
	Iteration 5Q: 3 clusters Score -61943.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -61952.964844 Penalty: 3087.380859
	Iteration 6Q: 3 clusters Score -61952.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -61955.828125 Penalty: 3087.380859
	Iteration 7Q: 3 clusters Score -61955.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -61958.171875 Penalty: 3087.380859
	Iteration 8Q: 3 clusters Score -61958.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -61958.171875 Penalty: 3087.380859
	Iteration 9F: 3 clusters Score -61958.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (66836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66836 members 
Entering Unmasked Estep 
Score: -9351041.000000 Penalty: 2755.279297
	Iteration 0F: 2 clusters Score -9351041 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 33338 members 
Entering Unmasked Estep 
Score: -9306097.000000 Penalty: 5510.558594
	Iteration 0F: 3 clusters Score -9306097 nChanged 31262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -9323704.000000 Penalty: 5510.558594
	Iteration 1F: 3 clusters Score -9323704 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -9324343.000000 Penalty: 5510.558594
	Iteration 2Q: 3 clusters Score -9324343 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -9325173.000000 Penalty: 5510.558594
	Iteration 3Q: 3 clusters Score -9325173 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -9326253.000000 Penalty: 5510.558594
	Iteration 4Q: 3 clusters Score -9326253 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -9328015.000000 Penalty: 5510.558594
	Iteration 5F: 3 clusters Score -9328015 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -9330876.000000 Penalty: 5510.558594
	Iteration 6F: 3 clusters Score -9330876 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52903 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -9335081.000000 Penalty: 5510.558594
	Iteration 7F: 3 clusters Score -9335081 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -9340212.000000 Penalty: 5510.558594
	Iteration 8F: 3 clusters Score -9340212 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62638 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -9344396.000000 Penalty: 5510.558594
	Iteration 9F: 3 clusters Score -9344396 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65145 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -9346932.000000 Penalty: 5510.558594
	Iteration 10Q: 3 clusters Score -9346932 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -9347942.000000 Penalty: 5510.558594
	Iteration 11Q: 3 clusters Score -9347942 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66501 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9348294.000000 Penalty: 5510.558594
	Iteration 12Q: 3 clusters Score -9348294 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66594 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9348452.000000 Penalty: 5510.558594
	Iteration 13Q: 3 clusters Score -9348452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66622 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9348526.000000 Penalty: 5510.558594
	Iteration 14Q: 3 clusters Score -9348526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66635 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -9348555.000000 Penalty: 5510.558594
	Iteration 15Q: 3 clusters Score -9348555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66638 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -9348577.000000 Penalty: 5510.558594
	Iteration 16Q: 3 clusters Score -9348577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66636 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9348601.000000 Penalty: 5510.558594
	Iteration 17Q: 3 clusters Score -9348601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66637 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9348621.000000 Penalty: 5510.558594
	Iteration 18Q: 3 clusters Score -9348621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66638 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -9348622.000000 Penalty: 5510.558594
	Iteration 19Q: 3 clusters Score -9348622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9348634.000000 Penalty: 5510.558594
	Iteration 20F: 3 clusters Score -9348634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66646 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9348657.000000 Penalty: 5510.558594
	Iteration 21Q: 3 clusters Score -9348657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66648 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9348663.000000 Penalty: 5510.558594
	Iteration 22Q: 3 clusters Score -9348663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66648 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9348671.000000 Penalty: 5510.558594
	Iteration 23Q: 3 clusters Score -9348671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66648 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9348671.000000 Penalty: 5510.558594
	Iteration 24F: 3 clusters Score -9348671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (34450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Entering Unmasked Estep 
Score: -4689265.000000 Penalty: 2590.921631
	Iteration 0F: 2 clusters Score -4689265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -4665737.500000 Penalty: 5181.843262
	Iteration 0F: 3 clusters Score -4665738 nChanged 15663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -4674410.500000 Penalty: 5181.843262
	Iteration 1F: 3 clusters Score -4674410 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -4674874.500000 Penalty: 5181.843262
	Iteration 2Q: 3 clusters Score -4674874 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -4675318.500000 Penalty: 5181.843262
	Iteration 3Q: 3 clusters Score -4675318 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -4675779.000000 Penalty: 5181.843262
	Iteration 4Q: 3 clusters Score -4675779 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -4676310.000000 Penalty: 5181.843262
	Iteration 5Q: 3 clusters Score -4676310 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -4676981.500000 Penalty: 5181.843262
	Iteration 6Q: 3 clusters Score -4676982 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -4677951.000000 Penalty: 5181.843262
	Iteration 7F: 3 clusters Score -4677951 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -4679321.000000 Penalty: 5181.843262
	Iteration 8F: 3 clusters Score -4679321 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -4681107.000000 Penalty: 5181.843262
	Iteration 9F: 3 clusters Score -4681107 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -4683009.000000 Penalty: 5181.843262
	Iteration 10F: 3 clusters Score -4683009 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -4684696.500000 Penalty: 5181.843262
	Iteration 11F: 3 clusters Score -4684696 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -4685967.500000 Penalty: 5181.843262
	Iteration 12Q: 3 clusters Score -4685968 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -4686809.000000 Penalty: 5181.843262
	Iteration 13Q: 3 clusters Score -4686809 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -4687248.500000 Penalty: 5181.843262
	Iteration 14Q: 3 clusters Score -4687248 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -4687450.000000 Penalty: 5181.843262
	Iteration 15Q: 3 clusters Score -4687450 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -4687536.500000 Penalty: 5181.843262
	Iteration 16Q: 3 clusters Score -4687536 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -4687570.000000 Penalty: 5181.843262
	Iteration 17Q: 3 clusters Score -4687570 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -4687597.000000 Penalty: 5181.843262
	Iteration 18Q: 3 clusters Score -4687597 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -4687641.500000 Penalty: 5181.843262
	Iteration 19Q: 3 clusters Score -4687642 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -4687654.500000 Penalty: 5181.843262
	Iteration 20F: 3 clusters Score -4687654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -4687685.000000 Penalty: 5181.843262
	Iteration 21Q: 3 clusters Score -4687685 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -4687685.500000 Penalty: 5181.843262
	Iteration 22Q: 3 clusters Score -4687686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -4687692.000000 Penalty: 5181.843262
	Iteration 23Q: 3 clusters Score -4687692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -4687705.000000 Penalty: 5181.843262
	Iteration 24Q: 3 clusters Score -4687705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -4687707.000000 Penalty: 5181.843262
	Iteration 25Q: 3 clusters Score -4687707 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -4687721.500000 Penalty: 5181.843262
	Iteration 26Q: 3 clusters Score -4687722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -4687726.000000 Penalty: 5181.843262
	Iteration 27Q: 3 clusters Score -4687726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -4687732.500000 Penalty: 5181.843262
	Iteration 28Q: 3 clusters Score -4687732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -4687734.500000 Penalty: 5181.843262
	Iteration 29Q: 3 clusters Score -4687734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -4687740.000000 Penalty: 5181.843262
	Iteration 30Q: 3 clusters Score -4687740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -4687752.000000 Penalty: 5181.843262
	Iteration 31Q: 3 clusters Score -4687752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -4687753.500000 Penalty: 5181.843262
	Iteration 32Q: 3 clusters Score -4687754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -4687750.000000 Penalty: 5181.843262
	Iteration 33Q: 3 clusters Score -4687750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -4687764.000000 Penalty: 5181.843262
	Iteration 34Q: 3 clusters Score -4687764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -4687765.500000 Penalty: 5181.843262
	Iteration 35Q: 3 clusters Score -4687766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -4687763.500000 Penalty: 5181.843262
	Iteration 36Q: 3 clusters Score -4687764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -4687772.000000 Penalty: 5181.843262
	Iteration 37Q: 3 clusters Score -4687772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -4687776.500000 Penalty: 5181.843262
	Iteration 38Q: 3 clusters Score -4687776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -4687777.000000 Penalty: 5181.843262
	Iteration 39Q: 3 clusters Score -4687777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -4687781.500000 Penalty: 5181.843262
	Iteration 40F: 3 clusters Score -4687782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -4687783.500000 Penalty: 5181.843262
	Iteration 41Q: 3 clusters Score -4687784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -4687784.000000 Penalty: 5181.843262
	Iteration 42Q: 3 clusters Score -4687784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -4687774.000000 Penalty: 5181.843262
	Iteration 43Q: 3 clusters Score -4687774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -4687781.500000 Penalty: 5181.843262
	Iteration 44Q: 3 clusters Score -4687782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -4687783.000000 Penalty: 5181.843262
	Iteration 45Q: 3 clusters Score -4687783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -4687783.500000 Penalty: 5181.843262
	Iteration 46Q: 3 clusters Score -4687784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -4687791.000000 Penalty: 5181.843262
	Iteration 47Q: 3 clusters Score -4687791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -4687798.500000 Penalty: 5181.843262
	Iteration 48Q: 3 clusters Score -4687798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -4687803.500000 Penalty: 5181.843262
	Iteration 49Q: 3 clusters Score -4687804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -4687807.500000 Penalty: 5181.843262
	Iteration 50Q: 3 clusters Score -4687808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -4687801.000000 Penalty: 5181.843262
	Iteration 51Q: 3 clusters Score -4687801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -4687807.000000 Penalty: 5181.843262
	Iteration 52Q: 3 clusters Score -4687807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -4687807.000000 Penalty: 5181.843262
	Iteration 53Q: 3 clusters Score -4687807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -4687810.500000 Penalty: 5181.843262
	Iteration 54Q: 3 clusters Score -4687810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -4687813.000000 Penalty: 5181.843262
	Iteration 55Q: 3 clusters Score -4687813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -4687812.000000 Penalty: 5181.843262
	Iteration 56Q: 3 clusters Score -4687812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -4687814.500000 Penalty: 5181.843262
	Iteration 57Q: 3 clusters Score -4687814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -4687816.500000 Penalty: 5181.843262
	Iteration 58Q: 3 clusters Score -4687816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -4687823.000000 Penalty: 5181.843262
	Iteration 59Q: 3 clusters Score -4687823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -4687823.000000 Penalty: 5181.843262
	Iteration 60F: 3 clusters Score -4687823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -4687826.500000 Penalty: 5181.843262
	Iteration 61Q: 3 clusters Score -4687826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -4687835.500000 Penalty: 5181.843262
	Iteration 62Q: 3 clusters Score -4687836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -4687837.500000 Penalty: 5181.843262
	Iteration 63Q: 3 clusters Score -4687838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -4687840.500000 Penalty: 5181.843262
	Iteration 64Q: 3 clusters Score -4687840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -4687845.000000 Penalty: 5181.843262
	Iteration 65Q: 3 clusters Score -4687845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -4687848.000000 Penalty: 5181.843262
	Iteration 66Q: 3 clusters Score -4687848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -4687842.000000 Penalty: 5181.843262
	Iteration 67Q: 3 clusters Score -4687842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -4687845.000000 Penalty: 5181.843262
	Iteration 68Q: 3 clusters Score -4687845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -4687844.000000 Penalty: 5181.843262
	Iteration 69Q: 3 clusters Score -4687844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -4687848.000000 Penalty: 5181.843262
	Iteration 70Q: 3 clusters Score -4687848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -4687848.500000 Penalty: 5181.843262
	Iteration 71Q: 3 clusters Score -4687848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -4687848.000000 Penalty: 5181.843262
	Iteration 72Q: 3 clusters Score -4687848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -4687858.500000 Penalty: 5181.843262
	Iteration 73Q: 3 clusters Score -4687858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -4687857.000000 Penalty: 5181.843262
	Iteration 74Q: 3 clusters Score -4687857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -4687860.000000 Penalty: 5181.843262
	Iteration 75Q: 3 clusters Score -4687860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -4687857.000000 Penalty: 5181.843262
	Iteration 76Q: 3 clusters Score -4687857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -4687858.500000 Penalty: 5181.843262
	Iteration 77Q: 3 clusters Score -4687858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -4687858.500000 Penalty: 5181.843262
	Iteration 78F: 3 clusters Score -4687858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Entering Unmasked Estep 
Score: -496014.875000 Penalty: 2025.503174
	Iteration 0F: 2 clusters Score -496014.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -492460.093750 Penalty: 4051.006348
	Iteration 0F: 3 clusters Score -492460.1 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -493181.937500 Penalty: 4051.006348
	Iteration 1F: 3 clusters Score -493181.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -493318.031250 Penalty: 4051.006348
	Iteration 2F: 3 clusters Score -493318 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -493397.500000 Penalty: 4051.006348
	Iteration 3Q: 3 clusters Score -493397.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -493460.312500 Penalty: 4051.006348
	Iteration 4Q: 3 clusters Score -493460.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -493510.187500 Penalty: 4051.006348
	Iteration 5Q: 3 clusters Score -493510.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -493541.437500 Penalty: 4051.006348
	Iteration 6Q: 3 clusters Score -493541.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -493570.437500 Penalty: 4051.006348
	Iteration 7Q: 3 clusters Score -493570.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -493586.968750 Penalty: 4051.006348
	Iteration 8Q: 3 clusters Score -493587 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -493601.093750 Penalty: 4051.006348
	Iteration 9Q: 3 clusters Score -493601.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -493615.937500 Penalty: 4051.006348
	Iteration 10Q: 3 clusters Score -493615.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -493630.781250 Penalty: 4051.006348
	Iteration 11Q: 3 clusters Score -493630.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -493640.718750 Penalty: 4051.006348
	Iteration 12Q: 3 clusters Score -493640.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -493652.750000 Penalty: 4051.006348
	Iteration 13Q: 3 clusters Score -493652.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -493663.062500 Penalty: 4051.006348
	Iteration 14Q: 3 clusters Score -493663.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -493673.218750 Penalty: 4051.006348
	Iteration 15Q: 3 clusters Score -493673.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -493686.125000 Penalty: 4051.006348
	Iteration 16Q: 3 clusters Score -493686.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -493695.656250 Penalty: 4051.006348
	Iteration 17Q: 3 clusters Score -493695.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -493702.000000 Penalty: 4051.006348
	Iteration 18Q: 3 clusters Score -493702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -493709.156250 Penalty: 4051.006348
	Iteration 19Q: 3 clusters Score -493709.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -493716.250000 Penalty: 4051.006348
	Iteration 20F: 3 clusters Score -493716.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -493722.093750 Penalty: 4051.006348
	Iteration 21Q: 3 clusters Score -493722.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -493727.500000 Penalty: 4051.006348
	Iteration 22Q: 3 clusters Score -493727.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -493730.843750 Penalty: 4051.006348
	Iteration 23Q: 3 clusters Score -493730.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -493734.937500 Penalty: 4051.006348
	Iteration 24Q: 3 clusters Score -493734.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -493737.937500 Penalty: 4051.006348
	Iteration 25Q: 3 clusters Score -493737.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -493741.000000 Penalty: 4051.006348
	Iteration 26Q: 3 clusters Score -493741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -493744.468750 Penalty: 4051.006348
	Iteration 27Q: 3 clusters Score -493744.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -493745.000000 Penalty: 4051.006348
	Iteration 28Q: 3 clusters Score -493745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -493744.843750 Penalty: 4051.006348
	Iteration 29Q: 3 clusters Score -493744.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -493745.750000 Penalty: 4051.006348
	Iteration 30Q: 3 clusters Score -493745.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -493748.375000 Penalty: 4051.006348
	Iteration 31Q: 3 clusters Score -493748.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -493750.343750 Penalty: 4051.006348
	Iteration 32Q: 3 clusters Score -493750.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -493751.187500 Penalty: 4051.006348
	Iteration 33Q: 3 clusters Score -493751.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -493751.625000 Penalty: 4051.006348
	Iteration 34Q: 3 clusters Score -493751.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -493753.843750 Penalty: 4051.006348
	Iteration 35Q: 3 clusters Score -493753.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -493756.093750 Penalty: 4051.006348
	Iteration 36Q: 3 clusters Score -493756.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -493757.875000 Penalty: 4051.006348
	Iteration 37Q: 3 clusters Score -493757.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -493760.062500 Penalty: 4051.006348
	Iteration 38Q: 3 clusters Score -493760.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -493763.468750 Penalty: 4051.006348
	Iteration 39Q: 3 clusters Score -493763.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -493765.343750 Penalty: 4051.006348
	Iteration 40F: 3 clusters Score -493765.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -493766.656250 Penalty: 4051.006348
	Iteration 41Q: 3 clusters Score -493766.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -493768.562500 Penalty: 4051.006348
	Iteration 42Q: 3 clusters Score -493768.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -493769.250000 Penalty: 4051.006348
	Iteration 43Q: 3 clusters Score -493769.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -493770.093750 Penalty: 4051.006348
	Iteration 44Q: 3 clusters Score -493770.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -493770.093750 Penalty: 4051.006348
	Iteration 45F: 3 clusters Score -493770.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Entering Unmasked Estep 
Score: -243480.140625 Penalty: 1862.179199
	Iteration 0F: 2 clusters Score -243480.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -241043.546875 Penalty: 3724.358398
	Iteration 0F: 3 clusters Score -241043.5 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -242040.140625 Penalty: 3724.358398
	Iteration 1F: 3 clusters Score -242040.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -242988.578125 Penalty: 3724.358398
	Iteration 2F: 3 clusters Score -242988.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -243479.859375 Penalty: 3724.358398
	Iteration 3F: 3 clusters Score -243479.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -243739.390625 Penalty: 3724.358398
	Iteration 4F: 3 clusters Score -243739.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -243832.125000 Penalty: 3724.358398
	Iteration 5Q: 3 clusters Score -243832.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -243851.093750 Penalty: 3724.358398
	Iteration 6Q: 3 clusters Score -243851.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -243857.671875 Penalty: 3724.358398
	Iteration 7Q: 3 clusters Score -243857.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -243865.562500 Penalty: 3724.358398
	Iteration 8Q: 3 clusters Score -243865.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -243875.171875 Penalty: 3724.358398
	Iteration 9Q: 3 clusters Score -243875.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -243881.125000 Penalty: 3724.358398
	Iteration 10Q: 3 clusters Score -243881.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -243882.593750 Penalty: 3724.358398
	Iteration 11Q: 3 clusters Score -243882.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -243882.593750 Penalty: 3724.358398
	Iteration 12F: 3 clusters Score -243882.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55389 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42531 members 
Mstep: Class 5 contains 50713 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64262 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134053 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159800 members 
Mstep: Class 14 contains 146294 members 
Mstep: Class 15 contains 48234 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127116 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66836 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1572 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21580 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Mstep: Class 32 contains 252 members 
Entering Unmasked Estep 
Score: -142941024.000000 Penalty: 110053.570312
Splitting cluster 27 changes total score from -142942032.000000 to -142941024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (5906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Entering Unmasked Estep 
Score: -813763.875000 Penalty: 2153.563721
	Iteration 0F: 2 clusters Score -813763.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -808712.750000 Penalty: 4307.127441
	Iteration 0F: 3 clusters Score -808712.8 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -809966.437500 Penalty: 4307.127441
	Iteration 1F: 3 clusters Score -809966.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -810238.750000 Penalty: 4307.127441
	Iteration 2F: 3 clusters Score -810238.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -810442.625000 Penalty: 4307.127441
	Iteration 3F: 3 clusters Score -810442.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -810611.562500 Penalty: 4307.127441
	Iteration 4Q: 3 clusters Score -810611.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -810772.625000 Penalty: 4307.127441
	Iteration 5Q: 3 clusters Score -810772.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -810914.125000 Penalty: 4307.127441
	Iteration 6Q: 3 clusters Score -810914.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -811042.250000 Penalty: 4307.127441
	Iteration 7Q: 3 clusters Score -811042.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -811177.312500 Penalty: 4307.127441
	Iteration 8Q: 3 clusters Score -811177.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -811301.187500 Penalty: 4307.127441
	Iteration 9Q: 3 clusters Score -811301.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -811408.437500 Penalty: 4307.127441
	Iteration 10Q: 3 clusters Score -811408.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -811511.750000 Penalty: 4307.127441
	Iteration 11Q: 3 clusters Score -811511.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -811605.437500 Penalty: 4307.127441
	Iteration 12Q: 3 clusters Score -811605.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -811677.250000 Penalty: 4307.127441
	Iteration 13Q: 3 clusters Score -811677.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -811734.375000 Penalty: 4307.127441
	Iteration 14Q: 3 clusters Score -811734.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -811773.500000 Penalty: 4307.127441
	Iteration 15Q: 3 clusters Score -811773.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -811806.062500 Penalty: 4307.127441
	Iteration 16Q: 3 clusters Score -811806.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -811827.500000 Penalty: 4307.127441
	Iteration 17Q: 3 clusters Score -811827.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -811845.625000 Penalty: 4307.127441
	Iteration 18Q: 3 clusters Score -811845.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -811866.375000 Penalty: 4307.127441
	Iteration 19Q: 3 clusters Score -811866.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -811886.375000 Penalty: 4307.127441
	Iteration 20F: 3 clusters Score -811886.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -811899.562500 Penalty: 4307.127441
	Iteration 21Q: 3 clusters Score -811899.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -811908.437500 Penalty: 4307.127441
	Iteration 22Q: 3 clusters Score -811908.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -811922.062500 Penalty: 4307.127441
	Iteration 23Q: 3 clusters Score -811922.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -811935.312500 Penalty: 4307.127441
	Iteration 24Q: 3 clusters Score -811935.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -811948.687500 Penalty: 4307.127441
	Iteration 25Q: 3 clusters Score -811948.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -811954.625000 Penalty: 4307.127441
	Iteration 26Q: 3 clusters Score -811954.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -811963.750000 Penalty: 4307.127441
	Iteration 27Q: 3 clusters Score -811963.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -811969.937500 Penalty: 4307.127441
	Iteration 28Q: 3 clusters Score -811969.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -811979.375000 Penalty: 4307.127441
	Iteration 29Q: 3 clusters Score -811979.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -811989.750000 Penalty: 4307.127441
	Iteration 30Q: 3 clusters Score -811989.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -811996.812500 Penalty: 4307.127441
	Iteration 31Q: 3 clusters Score -811996.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -812004.562500 Penalty: 4307.127441
	Iteration 32Q: 3 clusters Score -812004.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -812013.812500 Penalty: 4307.127441
	Iteration 33Q: 3 clusters Score -812013.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -812023.625000 Penalty: 4307.127441
	Iteration 34Q: 3 clusters Score -812023.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -812032.312500 Penalty: 4307.127441
	Iteration 35Q: 3 clusters Score -812032.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -812052.000000 Penalty: 4307.127441
	Iteration 36Q: 3 clusters Score -812052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -812074.937500 Penalty: 4307.127441
	Iteration 37Q: 3 clusters Score -812074.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -812103.437500 Penalty: 4307.127441
	Iteration 38Q: 3 clusters Score -812103.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -812133.750000 Penalty: 4307.127441
	Iteration 39Q: 3 clusters Score -812133.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -812169.750000 Penalty: 4307.127441
	Iteration 40F: 3 clusters Score -812169.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -812198.687500 Penalty: 4307.127441
	Iteration 41Q: 3 clusters Score -812198.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -812241.062500 Penalty: 4307.127441
	Iteration 42Q: 3 clusters Score -812241.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -812295.125000 Penalty: 4307.127441
	Iteration 43Q: 3 clusters Score -812295.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -812381.000000 Penalty: 4307.127441
	Iteration 44Q: 3 clusters Score -812381 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -812460.750000 Penalty: 4307.127441
	Iteration 45Q: 3 clusters Score -812460.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -812519.062500 Penalty: 4307.127441
	Iteration 46Q: 3 clusters Score -812519.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -812545.250000 Penalty: 4307.127441
	Iteration 47Q: 3 clusters Score -812545.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -812563.687500 Penalty: 4307.127441
	Iteration 48Q: 3 clusters Score -812563.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -812576.250000 Penalty: 4307.127441
	Iteration 49Q: 3 clusters Score -812576.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -812582.250000 Penalty: 4307.127441
	Iteration 50Q: 3 clusters Score -812582.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -812588.625000 Penalty: 4307.127441
	Iteration 51Q: 3 clusters Score -812588.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -812596.875000 Penalty: 4307.127441
	Iteration 52Q: 3 clusters Score -812596.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -812602.437500 Penalty: 4307.127441
	Iteration 53Q: 3 clusters Score -812602.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -812604.562500 Penalty: 4307.127441
	Iteration 54Q: 3 clusters Score -812604.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -812608.625000 Penalty: 4307.127441
	Iteration 55Q: 3 clusters Score -812608.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -812611.062500 Penalty: 4307.127441
	Iteration 56Q: 3 clusters Score -812611.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -812615.750000 Penalty: 4307.127441
	Iteration 57Q: 3 clusters Score -812615.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -812614.937500 Penalty: 4307.127441
	Iteration 58Q: 3 clusters Score -812614.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -812614.375000 Penalty: 4307.127441
	Iteration 59Q: 3 clusters Score -812614.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -812614.375000 Penalty: 4307.127441
	Iteration 60F: 3 clusters Score -812614.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Entering Unmasked Estep 
Score: -2809776.000000 Penalty: 2474.921631
	Iteration 0F: 2 clusters Score -2809776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2794759.000000 Penalty: 4949.843262
	Iteration 0F: 3 clusters Score -2794759 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2799941.750000 Penalty: 4949.843262
	Iteration 1F: 3 clusters Score -2799942 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2800435.750000 Penalty: 4949.843262
	Iteration 2F: 3 clusters Score -2800436 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2800835.750000 Penalty: 4949.843262
	Iteration 3Q: 3 clusters Score -2800836 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2801169.750000 Penalty: 4949.843262
	Iteration 4Q: 3 clusters Score -2801170 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2801495.500000 Penalty: 4949.843262
	Iteration 5Q: 3 clusters Score -2801496 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2801782.250000 Penalty: 4949.843262
	Iteration 6Q: 3 clusters Score -2801782 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2802126.500000 Penalty: 4949.843262
	Iteration 7Q: 3 clusters Score -2802126 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2802562.250000 Penalty: 4949.843262
	Iteration 8Q: 3 clusters Score -2802562 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2803113.750000 Penalty: 4949.843262
	Iteration 9Q: 3 clusters Score -2803114 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2803774.500000 Penalty: 4949.843262
	Iteration 10Q: 3 clusters Score -2803774 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2804403.250000 Penalty: 4949.843262
	Iteration 11Q: 3 clusters Score -2804403 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2804808.750000 Penalty: 4949.843262
	Iteration 12Q: 3 clusters Score -2804809 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2805065.250000 Penalty: 4949.843262
	Iteration 13Q: 3 clusters Score -2805065 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2805269.000000 Penalty: 4949.843262
	Iteration 14Q: 3 clusters Score -2805269 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2805434.250000 Penalty: 4949.843262
	Iteration 15Q: 3 clusters Score -2805434 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2805585.250000 Penalty: 4949.843262
	Iteration 16Q: 3 clusters Score -2805585 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2805735.000000 Penalty: 4949.843262
	Iteration 17Q: 3 clusters Score -2805735 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2805886.250000 Penalty: 4949.843262
	Iteration 18Q: 3 clusters Score -2805886 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2806040.500000 Penalty: 4949.843262
	Iteration 19Q: 3 clusters Score -2806040 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2806186.000000 Penalty: 4949.843262
	Iteration 20F: 3 clusters Score -2806186 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2806283.500000 Penalty: 4949.843262
	Iteration 21Q: 3 clusters Score -2806284 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2806382.000000 Penalty: 4949.843262
	Iteration 22Q: 3 clusters Score -2806382 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2806474.500000 Penalty: 4949.843262
	Iteration 23Q: 3 clusters Score -2806474 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2806527.750000 Penalty: 4949.843262
	Iteration 24Q: 3 clusters Score -2806528 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2806569.500000 Penalty: 4949.843262
	Iteration 25Q: 3 clusters Score -2806570 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2806605.000000 Penalty: 4949.843262
	Iteration 26Q: 3 clusters Score -2806605 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2806640.750000 Penalty: 4949.843262
	Iteration 27Q: 3 clusters Score -2806641 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2806654.250000 Penalty: 4949.843262
	Iteration 28Q: 3 clusters Score -2806654 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2806691.500000 Penalty: 4949.843262
	Iteration 29Q: 3 clusters Score -2806692 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2806715.750000 Penalty: 4949.843262
	Iteration 30Q: 3 clusters Score -2806716 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2806740.750000 Penalty: 4949.843262
	Iteration 31Q: 3 clusters Score -2806741 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2806753.750000 Penalty: 4949.843262
	Iteration 32Q: 3 clusters Score -2806754 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2806766.000000 Penalty: 4949.843262
	Iteration 33Q: 3 clusters Score -2806766 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2806767.750000 Penalty: 4949.843262
	Iteration 34Q: 3 clusters Score -2806768 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2806776.500000 Penalty: 4949.843262
	Iteration 35Q: 3 clusters Score -2806776 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2806775.000000 Penalty: 4949.843262
	Iteration 36Q: 3 clusters Score -2806775 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2806784.750000 Penalty: 4949.843262
	Iteration 37Q: 3 clusters Score -2806785 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2806797.000000 Penalty: 4949.843262
	Iteration 38Q: 3 clusters Score -2806797 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2806795.250000 Penalty: 4949.843262
	Iteration 39Q: 3 clusters Score -2806795 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2806803.750000 Penalty: 4949.843262
	Iteration 40F: 3 clusters Score -2806804 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2806811.750000 Penalty: 4949.843262
	Iteration 41Q: 3 clusters Score -2806812 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2806805.500000 Penalty: 4949.843262
	Iteration 42Q: 3 clusters Score -2806806 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2806821.500000 Penalty: 4949.843262
	Iteration 43Q: 3 clusters Score -2806822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2806831.250000 Penalty: 4949.843262
	Iteration 44Q: 3 clusters Score -2806831 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2806845.500000 Penalty: 4949.843262
	Iteration 45Q: 3 clusters Score -2806846 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2806853.000000 Penalty: 4949.843262
	Iteration 46Q: 3 clusters Score -2806853 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2806857.250000 Penalty: 4949.843262
	Iteration 47Q: 3 clusters Score -2806857 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2806863.750000 Penalty: 4949.843262
	Iteration 48Q: 3 clusters Score -2806864 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2806868.500000 Penalty: 4949.843262
	Iteration 49Q: 3 clusters Score -2806868 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2806888.500000 Penalty: 4949.843262
	Iteration 50Q: 3 clusters Score -2806888 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2806892.500000 Penalty: 4949.843262
	Iteration 51Q: 3 clusters Score -2806892 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2806898.250000 Penalty: 4949.843262
	Iteration 52Q: 3 clusters Score -2806898 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2806908.000000 Penalty: 4949.843262
	Iteration 53Q: 3 clusters Score -2806908 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2806913.250000 Penalty: 4949.843262
	Iteration 54Q: 3 clusters Score -2806913 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2806931.750000 Penalty: 4949.843262
	Iteration 55Q: 3 clusters Score -2806932 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2806942.500000 Penalty: 4949.843262
	Iteration 56Q: 3 clusters Score -2806942 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2806944.750000 Penalty: 4949.843262
	Iteration 57Q: 3 clusters Score -2806945 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2806946.250000 Penalty: 4949.843262
	Iteration 58Q: 3 clusters Score -2806946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2806959.750000 Penalty: 4949.843262
	Iteration 59Q: 3 clusters Score -2806960 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2806960.000000 Penalty: 4949.843262
	Iteration 60F: 3 clusters Score -2806960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2806967.500000 Penalty: 4949.843262
	Iteration 61Q: 3 clusters Score -2806968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2806970.500000 Penalty: 4949.843262
	Iteration 62Q: 3 clusters Score -2806970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2806977.250000 Penalty: 4949.843262
	Iteration 63Q: 3 clusters Score -2806977 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2806983.000000 Penalty: 4949.843262
	Iteration 64Q: 3 clusters Score -2806983 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2806991.750000 Penalty: 4949.843262
	Iteration 65Q: 3 clusters Score -2806992 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2806987.500000 Penalty: 4949.843262
	Iteration 66Q: 3 clusters Score -2806988 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2806990.750000 Penalty: 4949.843262
	Iteration 67Q: 3 clusters Score -2806991 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2807005.500000 Penalty: 4949.843262
	Iteration 68Q: 3 clusters Score -2807006 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2807010.250000 Penalty: 4949.843262
	Iteration 69Q: 3 clusters Score -2807010 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2807026.750000 Penalty: 4949.843262
	Iteration 70Q: 3 clusters Score -2807027 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2807034.000000 Penalty: 4949.843262
	Iteration 71Q: 3 clusters Score -2807034 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2807038.250000 Penalty: 4949.843262
	Iteration 72Q: 3 clusters Score -2807038 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2807049.500000 Penalty: 4949.843262
	Iteration 73Q: 3 clusters Score -2807050 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2807058.000000 Penalty: 4949.843262
	Iteration 74Q: 3 clusters Score -2807058 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2807057.250000 Penalty: 4949.843262
	Iteration 75Q: 3 clusters Score -2807057 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2807066.250000 Penalty: 4949.843262
	Iteration 76Q: 3 clusters Score -2807066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2807058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2807063.750000 Penalty: 4949.843262
	Iteration 78Q: 3 clusters Score -2807064 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2807071 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2807080.000000 Penalty: 4949.843262
	Iteration 80F: 3 clusters Score -2807080 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2807098 nChanged 56
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Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2807106.750000 Penalty: 4949.843262
	Iteration 82Q: 3 clusters Score -2807107 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2807111.750000 Penalty: 4949.843262
	Iteration 83Q: 3 clusters Score -2807112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2807116.250000 Penalty: 4949.843262
	Iteration 84Q: 3 clusters Score -2807116 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2807110.750000 Penalty: 4949.843262
	Iteration 85Q: 3 clusters Score -2807111 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2807116.000000 Penalty: 4949.843262
	Iteration 86Q: 3 clusters Score -2807116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2807113.000000 Penalty: 4949.843262
	Iteration 87Q: 3 clusters Score -2807113 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2807122.250000 Penalty: 4949.843262
	Iteration 88Q: 3 clusters Score -2807122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2807123.750000 Penalty: 4949.843262
	Iteration 89Q: 3 clusters Score -2807124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2807128.500000 Penalty: 4949.843262
	Iteration 90Q: 3 clusters Score -2807128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2807129.250000 Penalty: 4949.843262
	Iteration 91Q: 3 clusters Score -2807129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2807136.750000 Penalty: 4949.843262
	Iteration 92Q: 3 clusters Score -2807137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2807134.750000 Penalty: 4949.843262
	Iteration 93Q: 3 clusters Score -2807135 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2807143.500000 Penalty: 4949.843262
	Iteration 94Q: 3 clusters Score -2807144 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2807149.500000 Penalty: 4949.843262
	Iteration 95Q: 3 clusters Score -2807150 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2807158.250000 Penalty: 4949.843262
	Iteration 96Q: 3 clusters Score -2807158 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2807164.000000 Penalty: 4949.843262
	Iteration 97Q: 3 clusters Score -2807164 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2807166.000000 Penalty: 4949.843262
	Iteration 98Q: 3 clusters Score -2807166 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2807171.000000 Penalty: 4949.843262
	Iteration 99Q: 3 clusters Score -2807171 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2807176.750000 Penalty: 4949.843262
	Iteration 100F: 3 clusters Score -2807177 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2807199.500000 Penalty: 4949.843262
	Iteration 101Q: 3 clusters Score -2807200 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2807203.250000 Penalty: 4949.843262
	Iteration 102Q: 3 clusters Score -2807203 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2807213.000000 Penalty: 4949.843262
	Iteration 103Q: 3 clusters Score -2807213 nChanged 69
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Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2807224.500000 Penalty: 4949.843262
	Iteration 104Q: 3 clusters Score -2807224 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2807231.250000 Penalty: 4949.843262
	Iteration 105Q: 3 clusters Score -2807231 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2807245.750000 Penalty: 4949.843262
	Iteration 106Q: 3 clusters Score -2807246 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2807257.500000 Penalty: 4949.843262
	Iteration 107Q: 3 clusters Score -2807258 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2807273.250000 Penalty: 4949.843262
	Iteration 108Q: 3 clusters Score -2807273 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2807278.250000 Penalty: 4949.843262
	Iteration 109Q: 3 clusters Score -2807278 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2807284.250000 Penalty: 4949.843262
	Iteration 110Q: 3 clusters Score -2807284 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2807295.000000 Penalty: 4949.843262
	Iteration 111Q: 3 clusters Score -2807295 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2807315.250000 Penalty: 4949.843262
	Iteration 112Q: 3 clusters Score -2807315 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2807318.500000 Penalty: 4949.843262
	Iteration 113Q: 3 clusters Score -2807318 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2807338.000000 Penalty: 4949.843262
	Iteration 114Q: 3 clusters Score -2807338 nChanged 66
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Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2807341.750000 Penalty: 4949.843262
	Iteration 115Q: 3 clusters Score -2807342 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2807345.500000 Penalty: 4949.843262
	Iteration 116Q: 3 clusters Score -2807346 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2807361.000000 Penalty: 4949.843262
	Iteration 117Q: 3 clusters Score -2807361 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2807375.500000 Penalty: 4949.843262
	Iteration 118Q: 3 clusters Score -2807376 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2807404.500000 Penalty: 4949.843262
	Iteration 119Q: 3 clusters Score -2807404 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2807420.000000 Penalty: 4949.843262
	Iteration 120F: 3 clusters Score -2807420 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2807459.000000 Penalty: 4949.843262
	Iteration 121Q: 3 clusters Score -2807459 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2807488.500000 Penalty: 4949.843262
	Iteration 122Q: 3 clusters Score -2807488 nChanged 154
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2807516.750000 Penalty: 4949.843262
	Iteration 123Q: 3 clusters Score -2807517 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2807544.500000 Penalty: 4949.843262
	Iteration 124Q: 3 clusters Score -2807544 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2807594.250000 Penalty: 4949.843262
	Iteration 125Q: 3 clusters Score -2807594 nChanged 161
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2807645.750000 Penalty: 4949.843262
	Iteration 126Q: 3 clusters Score -2807646 nChanged 174
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Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -2807699.750000 Penalty: 4949.843262
	Iteration 127Q: 3 clusters Score -2807700 nChanged 196
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Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2807766.250000 Penalty: 4949.843262
	Iteration 128Q: 3 clusters Score -2807766 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2807827.750000 Penalty: 4949.843262
	Iteration 129Q: 3 clusters Score -2807828 nChanged 212
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2807905.250000 Penalty: 4949.843262
	Iteration 130Q: 3 clusters Score -2807905 nChanged 208
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2807982.000000 Penalty: 4949.843262
	Iteration 131Q: 3 clusters Score -2807982 nChanged 217
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2808063.000000 Penalty: 4949.843262
	Iteration 132Q: 3 clusters Score -2808063 nChanged 220
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2808142.250000 Penalty: 4949.843262
	Iteration 133Q: 3 clusters Score -2808142 nChanged 234
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2808225.000000 Penalty: 4949.843262
	Iteration 134Q: 3 clusters Score -2808225 nChanged 212
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2808292.250000 Penalty: 4949.843262
	Iteration 135Q: 3 clusters Score -2808292 nChanged 200
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2808373.750000 Penalty: 4949.843262
	Iteration 136Q: 3 clusters Score -2808374 nChanged 207
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Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2808441.250000 Penalty: 4949.843262
	Iteration 137Q: 3 clusters Score -2808441 nChanged 201
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2808526.250000 Penalty: 4949.843262
	Iteration 138Q: 3 clusters Score -2808526 nChanged 202
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Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2808612.500000 Penalty: 4949.843262
	Iteration 139Q: 3 clusters Score -2808612 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2808707.750000 Penalty: 4949.843262
	Iteration 140F: 3 clusters Score -2808708 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2808795.750000 Penalty: 4949.843262
	Iteration 141Q: 3 clusters Score -2808796 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2808882.000000 Penalty: 4949.843262
	Iteration 142Q: 3 clusters Score -2808882 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2808939.250000 Penalty: 4949.843262
	Iteration 143Q: 3 clusters Score -2808939 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2808987.250000 Penalty: 4949.843262
	Iteration 144Q: 3 clusters Score -2808987 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2809025.750000 Penalty: 4949.843262
	Iteration 145Q: 3 clusters Score -2809026 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2809069.000000 Penalty: 4949.843262
	Iteration 146Q: 3 clusters Score -2809069 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2809095.000000 Penalty: 4949.843262
	Iteration 147Q: 3 clusters Score -2809095 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2809107.250000 Penalty: 4949.843262
	Iteration 148Q: 3 clusters Score -2809107 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2809123.500000 Penalty: 4949.843262
	Iteration 149Q: 3 clusters Score -2809124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2809131.500000 Penalty: 4949.843262
	Iteration 150Q: 3 clusters Score -2809132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2809131.000000 Penalty: 4949.843262
	Iteration 151Q: 3 clusters Score -2809131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2809140.000000 Penalty: 4949.843262
	Iteration 152Q: 3 clusters Score -2809140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2809143.250000 Penalty: 4949.843262
	Iteration 153Q: 3 clusters Score -2809143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2809150.500000 Penalty: 4949.843262
	Iteration 154Q: 3 clusters Score -2809150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2809153.000000 Penalty: 4949.843262
	Iteration 155Q: 3 clusters Score -2809153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2809156.000000 Penalty: 4949.843262
	Iteration 156Q: 3 clusters Score -2809156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2809163.250000 Penalty: 4949.843262
	Iteration 157Q: 3 clusters Score -2809163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2809164.250000 Penalty: 4949.843262
	Iteration 158Q: 3 clusters Score -2809164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2809163.500000 Penalty: 4949.843262
	Iteration 159Q: 3 clusters Score -2809164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2809166.000000 Penalty: 4949.843262
	Iteration 160F: 3 clusters Score -2809166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Entering Unmasked Estep 
Score: -352116.750000 Penalty: 1948.559326
	Iteration 0F: 2 clusters Score -352116.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -349089.031250 Penalty: 3897.118652
	Iteration 0F: 3 clusters Score -349089 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -349640.031250 Penalty: 3897.118652
	Iteration 1F: 3 clusters Score -349640 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -349753.562500 Penalty: 3897.118652
	Iteration 2F: 3 clusters Score -349753.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -349819.375000 Penalty: 3897.118652
	Iteration 3Q: 3 clusters Score -349819.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -349864.187500 Penalty: 3897.118652
	Iteration 4Q: 3 clusters Score -349864.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -349895.281250 Penalty: 3897.118652
	Iteration 5Q: 3 clusters Score -349895.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -349915.562500 Penalty: 3897.118652
	Iteration 6Q: 3 clusters Score -349915.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -349930.312500 Penalty: 3897.118652
	Iteration 7Q: 3 clusters Score -349930.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -349941.156250 Penalty: 3897.118652
	Iteration 8Q: 3 clusters Score -349941.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -349954.843750 Penalty: 3897.118652
	Iteration 9Q: 3 clusters Score -349954.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -349965.687500 Penalty: 3897.118652
	Iteration 10Q: 3 clusters Score -349965.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -349980.125000 Penalty: 3897.118652
	Iteration 11Q: 3 clusters Score -349980.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -349993.093750 Penalty: 3897.118652
	Iteration 12Q: 3 clusters Score -349993.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -350005.062500 Penalty: 3897.118652
	Iteration 13Q: 3 clusters Score -350005.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -350018.000000 Penalty: 3897.118652
	Iteration 14Q: 3 clusters Score -350018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -350031.750000 Penalty: 3897.118652
	Iteration 15Q: 3 clusters Score -350031.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -350045.312500 Penalty: 3897.118652
	Iteration 16Q: 3 clusters Score -350045.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -350059.468750 Penalty: 3897.118652
	Iteration 17Q: 3 clusters Score -350059.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -350071.875000 Penalty: 3897.118652
	Iteration 18Q: 3 clusters Score -350071.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -350082.968750 Penalty: 3897.118652
	Iteration 19Q: 3 clusters Score -350083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -350090.406250 Penalty: 3897.118652
	Iteration 20F: 3 clusters Score -350090.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -350099.843750 Penalty: 3897.118652
	Iteration 21Q: 3 clusters Score -350099.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -350107.968750 Penalty: 3897.118652
	Iteration 22Q: 3 clusters Score -350108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -350114.437500 Penalty: 3897.118652
	Iteration 23Q: 3 clusters Score -350114.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -350119.218750 Penalty: 3897.118652
	Iteration 24Q: 3 clusters Score -350119.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -350124.812500 Penalty: 3897.118652
	Iteration 25Q: 3 clusters Score -350124.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -350130.812500 Penalty: 3897.118652
	Iteration 26Q: 3 clusters Score -350130.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -350137.000000 Penalty: 3897.118652
	Iteration 27Q: 3 clusters Score -350137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -350144.968750 Penalty: 3897.118652
	Iteration 28Q: 3 clusters Score -350145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -350149.937500 Penalty: 3897.118652
	Iteration 29Q: 3 clusters Score -350149.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -350153.375000 Penalty: 3897.118652
	Iteration 30Q: 3 clusters Score -350153.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -350156.937500 Penalty: 3897.118652
	Iteration 31Q: 3 clusters Score -350156.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -350160.500000 Penalty: 3897.118652
	Iteration 32Q: 3 clusters Score -350160.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -350162.062500 Penalty: 3897.118652
	Iteration 33Q: 3 clusters Score -350162.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -350165.500000 Penalty: 3897.118652
	Iteration 34Q: 3 clusters Score -350165.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -350168.375000 Penalty: 3897.118652
	Iteration 35Q: 3 clusters Score -350168.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -350169.625000 Penalty: 3897.118652
	Iteration 36Q: 3 clusters Score -350169.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -350171.625000 Penalty: 3897.118652
	Iteration 37Q: 3 clusters Score -350171.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -350174.281250 Penalty: 3897.118652
	Iteration 38Q: 3 clusters Score -350174.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -350176.000000 Penalty: 3897.118652
	Iteration 39Q: 3 clusters Score -350176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -350178.937500 Penalty: 3897.118652
	Iteration 40F: 3 clusters Score -350178.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -350180.406250 Penalty: 3897.118652
	Iteration 41Q: 3 clusters Score -350180.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -350182.500000 Penalty: 3897.118652
	Iteration 42Q: 3 clusters Score -350182.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -350184.875000 Penalty: 3897.118652
	Iteration 43Q: 3 clusters Score -350184.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -350187.218750 Penalty: 3897.118652
	Iteration 44Q: 3 clusters Score -350187.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -350187.937500 Penalty: 3897.118652
	Iteration 45Q: 3 clusters Score -350187.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -350187.937500 Penalty: 3897.118652
	Iteration 46F: 3 clusters Score -350187.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -546108.562500 Penalty: 2059.207764
	Iteration 0F: 2 clusters Score -546108.6 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: -542205.937500 Penalty: 4118.415527
	Iteration 0F: 3 clusters Score -542205.9 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -543059.312500 Penalty: 4118.415527
	Iteration 1F: 3 clusters Score -543059.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -543242.500000 Penalty: 4118.415527
	Iteration 2F: 3 clusters Score -543242.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -543363.375000 Penalty: 4118.415527
	Iteration 3F: 3 clusters Score -543363.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -543438.250000 Penalty: 4118.415527
	Iteration 4Q: 3 clusters Score -543438.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -543490.125000 Penalty: 4118.415527
	Iteration 5Q: 3 clusters Score -543490.1 nChanged 85
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: -543529.312500 Penalty: 4118.415527
	Iteration 6Q: 3 clusters Score -543529.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -543561.687500 Penalty: 4118.415527
	Iteration 7Q: 3 clusters Score -543561.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -543603.625000 Penalty: 4118.415527
	Iteration 8Q: 3 clusters Score -543603.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -543637.500000 Penalty: 4118.415527
	Iteration 9Q: 3 clusters Score -543637.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -543659.562500 Penalty: 4118.415527
	Iteration 10Q: 3 clusters Score -543659.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -543674.125000 Penalty: 4118.415527
	Iteration 11Q: 3 clusters Score -543674.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -543698.000000 Penalty: 4118.415527
	Iteration 12Q: 3 clusters Score -543698 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -543720.062500 Penalty: 4118.415527
	Iteration 13Q: 3 clusters Score -543720.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -543746.687500 Penalty: 4118.415527
	Iteration 14Q: 3 clusters Score -543746.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -543773.625000 Penalty: 4118.415527
	Iteration 15Q: 3 clusters Score -543773.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -543798.187500 Penalty: 4118.415527
	Iteration 16Q: 3 clusters Score -543798.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -543818.312500 Penalty: 4118.415527
	Iteration 17Q: 3 clusters Score -543818.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -543840.687500 Penalty: 4118.415527
	Iteration 18Q: 3 clusters Score -543840.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -543862.250000 Penalty: 4118.415527
	Iteration 19Q: 3 clusters Score -543862.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -543882.437500 Penalty: 4118.415527
	Iteration 20F: 3 clusters Score -543882.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -543903.625000 Penalty: 4118.415527
	Iteration 21Q: 3 clusters Score -543903.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -543925.687500 Penalty: 4118.415527
	Iteration 22Q: 3 clusters Score -543925.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -543950.062500 Penalty: 4118.415527
	Iteration 23Q: 3 clusters Score -543950.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -543975.625000 Penalty: 4118.415527
	Iteration 24Q: 3 clusters Score -543975.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -544006.062500 Penalty: 4118.415527
	Iteration 25Q: 3 clusters Score -544006.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -544027.000000 Penalty: 4118.415527
	Iteration 26Q: 3 clusters Score -544027 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -544051.625000 Penalty: 4118.415527
	Iteration 27Q: 3 clusters Score -544051.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -544077.937500 Penalty: 4118.415527
	Iteration 28Q: 3 clusters Score -544077.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -544097.687500 Penalty: 4118.415527
	Iteration 29Q: 3 clusters Score -544097.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -544118.437500 Penalty: 4118.415527
	Iteration 30Q: 3 clusters Score -544118.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -544138.312500 Penalty: 4118.415527
	Iteration 31Q: 3 clusters Score -544138.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -544152.625000 Penalty: 4118.415527
	Iteration 32Q: 3 clusters Score -544152.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -544169.750000 Penalty: 4118.415527
	Iteration 33Q: 3 clusters Score -544169.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -544181.062500 Penalty: 4118.415527
	Iteration 34Q: 3 clusters Score -544181.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -544189.437500 Penalty: 4118.415527
	Iteration 35Q: 3 clusters Score -544189.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -544194.937500 Penalty: 4118.415527
	Iteration 36Q: 3 clusters Score -544194.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -544198.187500 Penalty: 4118.415527
	Iteration 37Q: 3 clusters Score -544198.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -544198.750000 Penalty: 4118.415527
	Iteration 38Q: 3 clusters Score -544198.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -544200.250000 Penalty: 4118.415527
	Iteration 39Q: 3 clusters Score -544200.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -544200.687500 Penalty: 4118.415527
	Iteration 40F: 3 clusters Score -544200.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -544202.187500 Penalty: 4118.415527
	Iteration 41Q: 3 clusters Score -544202.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -544202.875000 Penalty: 4118.415527
	Iteration 42Q: 3 clusters Score -544202.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -544202.875000 Penalty: 4118.415527
	Iteration 43F: 3 clusters Score -544202.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55389 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42531 members 
Mstep: Class 5 contains 50713 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64262 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134053 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159800 members 
Mstep: Class 14 contains 146294 members 
Mstep: Class 15 contains 48234 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127116 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66836 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21580 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942000.000000 Penalty: 106614.398438
Iteration 279Q: 32 clusters Score -1.42942e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55388 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42531 members 
Mstep: Class 5 contains 50716 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64262 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134052 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159801 members 
Mstep: Class 14 contains 146293 members 
Mstep: Class 15 contains 48234 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127115 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66836 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21580 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942048.000000 Penalty: 106614.398438
Iteration 280F: 32 clusters Score -1.42942e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55388 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42531 members 
Mstep: Class 5 contains 50714 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64261 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134049 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159802 members 
Mstep: Class 14 contains 146294 members 
Mstep: Class 15 contains 48235 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127117 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66836 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21581 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942080.000000 Penalty: 106614.398438
Iteration 281Q: 32 clusters Score -1.429421e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55388 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42531 members 
Mstep: Class 5 contains 50712 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64260 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134049 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159802 members 
Mstep: Class 14 contains 146295 members 
Mstep: Class 15 contains 48235 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127117 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66837 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21582 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942064.000000 Penalty: 106614.398438
Iteration 282Q: 32 clusters Score -1.429421e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55388 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42531 members 
Mstep: Class 5 contains 50712 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64260 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134047 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159803 members 
Mstep: Class 14 contains 146295 members 
Mstep: Class 15 contains 48236 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127117 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66837 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21582 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942064.000000 Penalty: 106614.398438
Iteration 283Q: 32 clusters Score -1.429421e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55388 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42531 members 
Mstep: Class 5 contains 50711 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64260 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134046 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159806 members 
Mstep: Class 14 contains 146295 members 
Mstep: Class 15 contains 48236 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127116 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66837 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21582 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942016.000000 Penalty: 106614.398438
Iteration 284Q: 32 clusters Score -1.42942e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55388 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42531 members 
Mstep: Class 5 contains 50711 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64260 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134044 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159810 members 
Mstep: Class 14 contains 146295 members 
Mstep: Class 15 contains 48236 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127115 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66836 members 
Mstep: Class 25 contains 34450 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21582 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942016.000000 Penalty: 106614.398438
Iteration 285Q: 32 clusters Score -1.42942e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55387 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42531 members 
Mstep: Class 5 contains 50711 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64260 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134044 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159809 members 
Mstep: Class 14 contains 146295 members 
Mstep: Class 15 contains 48236 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127116 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66836 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21582 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942000.000000 Penalty: 106614.398438
Iteration 286Q: 32 clusters Score -1.42942e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55386 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42531 members 
Mstep: Class 5 contains 50711 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64259 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134045 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159810 members 
Mstep: Class 14 contains 146295 members 
Mstep: Class 15 contains 48236 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127116 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66836 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21582 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942016.000000 Penalty: 106614.398438
Iteration 287Q: 32 clusters Score -1.42942e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55386 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42531 members 
Mstep: Class 5 contains 50711 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64259 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134045 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159810 members 
Mstep: Class 14 contains 146295 members 
Mstep: Class 15 contains 48236 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127116 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66836 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21582 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942016.000000 Penalty: 106614.398438
Iteration 288Q: 32 clusters Score -1.42942e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55386 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42531 members 
Mstep: Class 5 contains 50712 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64259 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134046 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159810 members 
Mstep: Class 14 contains 146294 members 
Mstep: Class 15 contains 48236 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127115 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66836 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21582 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942016.000000 Penalty: 106614.398438
Iteration 289Q: 32 clusters Score -1.42942e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55386 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42531 members 
Mstep: Class 5 contains 50713 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64258 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134049 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159810 members 
Mstep: Class 14 contains 146294 members 
Mstep: Class 15 contains 48236 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127112 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66836 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21582 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942000.000000 Penalty: 106614.398438
Iteration 290Q: 32 clusters Score -1.42942e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55386 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42531 members 
Mstep: Class 5 contains 50713 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64258 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134050 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159810 members 
Mstep: Class 14 contains 146292 members 
Mstep: Class 15 contains 48236 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127113 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66836 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21582 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942000.000000 Penalty: 106614.398438
Iteration 291Q: 32 clusters Score -1.42942e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55385 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42531 members 
Mstep: Class 5 contains 50713 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64258 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134050 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159812 members 
Mstep: Class 14 contains 146293 members 
Mstep: Class 15 contains 48236 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127110 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66836 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21583 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942016.000000 Penalty: 106614.398438
Iteration 292Q: 32 clusters Score -1.42942e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55385 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42531 members 
Mstep: Class 5 contains 50713 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64258 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134052 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159812 members 
Mstep: Class 14 contains 146293 members 
Mstep: Class 15 contains 48236 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127108 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66836 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21583 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942000.000000 Penalty: 106614.398438
Iteration 293Q: 32 clusters Score -1.42942e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55385 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42531 members 
Mstep: Class 5 contains 50713 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64258 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134051 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159814 members 
Mstep: Class 14 contains 146292 members 
Mstep: Class 15 contains 48236 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127108 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66836 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21583 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942016.000000 Penalty: 106614.398438
Iteration 294Q: 32 clusters Score -1.42942e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55385 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42532 members 
Mstep: Class 5 contains 50714 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64258 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134050 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159814 members 
Mstep: Class 14 contains 146292 members 
Mstep: Class 15 contains 48237 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127106 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66836 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21583 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942000.000000 Penalty: 106614.398438
Iteration 295Q: 32 clusters Score -1.42942e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55385 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42532 members 
Mstep: Class 5 contains 50714 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64257 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134050 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159816 members 
Mstep: Class 14 contains 146292 members 
Mstep: Class 15 contains 48237 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127104 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66837 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21583 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941984.000000 Penalty: 106614.398438
Iteration 296Q: 32 clusters Score -1.42942e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55385 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42532 members 
Mstep: Class 5 contains 50714 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64256 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134050 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159819 members 
Mstep: Class 14 contains 146292 members 
Mstep: Class 15 contains 48237 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127103 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66836 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21583 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942032.000000 Penalty: 106614.398438
Iteration 297Q: 32 clusters Score -1.42942e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55385 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42532 members 
Mstep: Class 5 contains 50714 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64256 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134050 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159821 members 
Mstep: Class 14 contains 146291 members 
Mstep: Class 15 contains 48237 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127101 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66837 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21583 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941968.000000 Penalty: 106614.398438
Iteration 298Q: 32 clusters Score -1.42942e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55385 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42532 members 
Mstep: Class 5 contains 50714 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64257 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134051 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159822 members 
Mstep: Class 14 contains 146290 members 
Mstep: Class 15 contains 48237 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127101 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66835 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21583 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941984.000000 Penalty: 106614.398438
Iteration 299Q: 32 clusters Score -1.42942e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55385 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42532 members 
Mstep: Class 5 contains 50714 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64257 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134051 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159824 members 
Mstep: Class 14 contains 146290 members 
Mstep: Class 15 contains 48237 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127100 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66834 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21583 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942016.000000 Penalty: 106614.398438
Iteration 300F: 32 clusters Score -1.42942e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55385 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42532 members 
Mstep: Class 5 contains 50714 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64257 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134051 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159824 members 
Mstep: Class 14 contains 146291 members 
Mstep: Class 15 contains 48237 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127099 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66834 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21583 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942032.000000 Penalty: 106614.398438
Iteration 301Q: 32 clusters Score -1.42942e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55385 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42532 members 
Mstep: Class 5 contains 50714 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64256 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134052 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159824 members 
Mstep: Class 14 contains 146292 members 
Mstep: Class 15 contains 48237 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127098 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66834 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21583 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942016.000000 Penalty: 106614.398438
Iteration 302Q: 32 clusters Score -1.42942e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55385 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42532 members 
Mstep: Class 5 contains 50714 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64255 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134052 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159825 members 
Mstep: Class 14 contains 146293 members 
Mstep: Class 15 contains 48237 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127097 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66834 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21583 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942016.000000 Penalty: 106614.398438
Iteration 303Q: 32 clusters Score -1.42942e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55385 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42532 members 
Mstep: Class 5 contains 50714 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64255 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134052 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159825 members 
Mstep: Class 14 contains 146294 members 
Mstep: Class 15 contains 48237 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127096 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66834 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21583 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942016.000000 Penalty: 106614.398438
Iteration 304Q: 32 clusters Score -1.42942e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55385 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42532 members 
Mstep: Class 5 contains 50714 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64255 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134053 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159825 members 
Mstep: Class 14 contains 146294 members 
Mstep: Class 15 contains 48237 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127095 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66834 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21583 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942016.000000 Penalty: 106614.398438
Iteration 305Q: 32 clusters Score -1.42942e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55385 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42532 members 
Mstep: Class 5 contains 50714 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64255 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134054 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159825 members 
Mstep: Class 14 contains 146293 members 
Mstep: Class 15 contains 48237 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127095 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66834 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21583 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941984.000000 Penalty: 106614.398438
Iteration 306Q: 32 clusters Score -1.42942e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55385 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42532 members 
Mstep: Class 5 contains 50714 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64255 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134054 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159825 members 
Mstep: Class 14 contains 146293 members 
Mstep: Class 15 contains 48237 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127095 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66834 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21583 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941984.000000 Penalty: 106614.398438
Iteration 307F: 32 clusters Score -1.42942e+08 nChanged 0
Entering ConstructFrom: 
Score: -142941984.000000 Penalty: 106614.398438
Entering ConstructFrom: 
Trying to split cluster 1 (17865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Entering Unmasked Estep 
Score: -2431566.000000 Penalty: 2428.068604
	Iteration 0F: 2 clusters Score -2431566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2418855.000000 Penalty: 4856.137207
	Iteration 0F: 3 clusters Score -2418855 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2423098.750000 Penalty: 4856.137207
	Iteration 1F: 3 clusters Score -2423099 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2423624.750000 Penalty: 4856.137207
	Iteration 2F: 3 clusters Score -2423625 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2424163.250000 Penalty: 4856.137207
	Iteration 3F: 3 clusters Score -2424163 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2424720.000000 Penalty: 4856.137207
	Iteration 4F: 3 clusters Score -2424720 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2425290.750000 Penalty: 4856.137207
	Iteration 5F: 3 clusters Score -2425291 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2425848.250000 Penalty: 4856.137207
	Iteration 6F: 3 clusters Score -2425848 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2426498.500000 Penalty: 4856.137207
	Iteration 7F: 3 clusters Score -2426498 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2427147.500000 Penalty: 4856.137207
	Iteration 8F: 3 clusters Score -2427148 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2427795.750000 Penalty: 4856.137207
	Iteration 9F: 3 clusters Score -2427796 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2428397.000000 Penalty: 4856.137207
	Iteration 10Q: 3 clusters Score -2428397 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2428879.500000 Penalty: 4856.137207
	Iteration 11Q: 3 clusters Score -2428880 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2429246.750000 Penalty: 4856.137207
	Iteration 12Q: 3 clusters Score -2429247 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2429560.250000 Penalty: 4856.137207
	Iteration 13Q: 3 clusters Score -2429560 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2429822.500000 Penalty: 4856.137207
	Iteration 14Q: 3 clusters Score -2429822 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2430029.750000 Penalty: 4856.137207
	Iteration 15Q: 3 clusters Score -2430030 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2430173.250000 Penalty: 4856.137207
	Iteration 16Q: 3 clusters Score -2430173 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2430267.750000 Penalty: 4856.137207
	Iteration 17Q: 3 clusters Score -2430268 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2430351.250000 Penalty: 4856.137207
	Iteration 18Q: 3 clusters Score -2430351 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2430401.000000 Penalty: 4856.137207
	Iteration 19Q: 3 clusters Score -2430401 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2430485.250000 Penalty: 4856.137207
	Iteration 20F: 3 clusters Score -2430485 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2430537.000000 Penalty: 4856.137207
	Iteration 21Q: 3 clusters Score -2430537 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2430589.000000 Penalty: 4856.137207
	Iteration 22Q: 3 clusters Score -2430589 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2430640.750000 Penalty: 4856.137207
	Iteration 23Q: 3 clusters Score -2430641 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2430695.750000 Penalty: 4856.137207
	Iteration 24Q: 3 clusters Score -2430696 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2430796.250000 Penalty: 4856.137207
	Iteration 25Q: 3 clusters Score -2430796 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2430898.750000 Penalty: 4856.137207
	Iteration 26Q: 3 clusters Score -2430899 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2430983.250000 Penalty: 4856.137207
	Iteration 27Q: 3 clusters Score -2430983 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2431061.750000 Penalty: 4856.137207
	Iteration 28Q: 3 clusters Score -2431062 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2431101.500000 Penalty: 4856.137207
	Iteration 29Q: 3 clusters Score -2431102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2431127.000000 Penalty: 4856.137207
	Iteration 30Q: 3 clusters Score -2431127 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2431136.500000 Penalty: 4856.137207
	Iteration 31Q: 3 clusters Score -2431136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2431151.000000 Penalty: 4856.137207
	Iteration 32Q: 3 clusters Score -2431151 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2431160.750000 Penalty: 4856.137207
	Iteration 33Q: 3 clusters Score -2431161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2431162.750000 Penalty: 4856.137207
	Iteration 34Q: 3 clusters Score -2431163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2431159.250000 Penalty: 4856.137207
	Iteration 35Q: 3 clusters Score -2431159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2431161.250000 Penalty: 4856.137207
	Iteration 36Q: 3 clusters Score -2431161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2431163.000000 Penalty: 4856.137207
	Iteration 37Q: 3 clusters Score -2431163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2431166.000000 Penalty: 4856.137207
	Iteration 38Q: 3 clusters Score -2431166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2431166.750000 Penalty: 4856.137207
	Iteration 39Q: 3 clusters Score -2431167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2431171.750000 Penalty: 4856.137207
	Iteration 40F: 3 clusters Score -2431172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2431169.500000 Penalty: 4856.137207
	Iteration 41Q: 3 clusters Score -2431170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2431173.500000 Penalty: 4856.137207
	Iteration 42Q: 3 clusters Score -2431174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2431173.750000 Penalty: 4856.137207
	Iteration 43Q: 3 clusters Score -2431174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2431173.750000 Penalty: 4856.137207
	Iteration 44Q: 3 clusters Score -2431174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2431176.000000 Penalty: 4856.137207
	Iteration 45Q: 3 clusters Score -2431176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2431180.250000 Penalty: 4856.137207
	Iteration 46Q: 3 clusters Score -2431180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2431177.500000 Penalty: 4856.137207
	Iteration 47Q: 3 clusters Score -2431178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2431178.750000 Penalty: 4856.137207
	Iteration 48Q: 3 clusters Score -2431179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2431178.500000 Penalty: 4856.137207
	Iteration 49Q: 3 clusters Score -2431178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2431178.500000 Penalty: 4856.137207
	Iteration 50F: 3 clusters Score -2431178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (55385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55385 members 
Entering Unmasked Estep 
Score: -7604162.000000 Penalty: 2708.671875
	Iteration 0F: 2 clusters Score -7604162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -7566880.000000 Penalty: 5417.343750
	Iteration 0F: 3 clusters Score -7566880 nChanged 25687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -7581435.000000 Penalty: 5417.343750
	Iteration 1F: 3 clusters Score -7581435 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -7582848.000000 Penalty: 5417.343750
	Iteration 2F: 3 clusters Score -7582848 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -7584919.500000 Penalty: 5417.343750
	Iteration 3F: 3 clusters Score -7584920 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -7588001.000000 Penalty: 5417.343750
	Iteration 4F: 3 clusters Score -7588001 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -7591585.500000 Penalty: 5417.343750
	Iteration 5F: 3 clusters Score -7591586 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -7594801.000000 Penalty: 5417.343750
	Iteration 6F: 3 clusters Score -7594801 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -7597214.500000 Penalty: 5417.343750
	Iteration 7F: 3 clusters Score -7597214 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -7598867.500000 Penalty: 5417.343750
	Iteration 8Q: 3 clusters Score -7598868 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -7599953.000000 Penalty: 5417.343750
	Iteration 9Q: 3 clusters Score -7599953 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50355 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -7600710.000000 Penalty: 5417.343750
	Iteration 10Q: 3 clusters Score -7600710 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -7601157.500000 Penalty: 5417.343750
	Iteration 11Q: 3 clusters Score -7601158 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -7601494.000000 Penalty: 5417.343750
	Iteration 12Q: 3 clusters Score -7601494 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -7601830.000000 Penalty: 5417.343750
	Iteration 13Q: 3 clusters Score -7601830 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -7602178.500000 Penalty: 5417.343750
	Iteration 14Q: 3 clusters Score -7602178 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -7602474.000000 Penalty: 5417.343750
	Iteration 15Q: 3 clusters Score -7602474 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -7602713.500000 Penalty: 5417.343750
	Iteration 16Q: 3 clusters Score -7602714 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -7602930.500000 Penalty: 5417.343750
	Iteration 17Q: 3 clusters Score -7602930 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -7603136.000000 Penalty: 5417.343750
	Iteration 18Q: 3 clusters Score -7603136 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51661 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -7603290.500000 Penalty: 5417.343750
	Iteration 19Q: 3 clusters Score -7603290 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51546 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -7603381.500000 Penalty: 5417.343750
	Iteration 20F: 3 clusters Score -7603382 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -7603466.000000 Penalty: 5417.343750
	Iteration 21Q: 3 clusters Score -7603466 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -7603548.500000 Penalty: 5417.343750
	Iteration 22Q: 3 clusters Score -7603548 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -7603613.500000 Penalty: 5417.343750
	Iteration 23Q: 3 clusters Score -7603614 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -7603679.000000 Penalty: 5417.343750
	Iteration 24Q: 3 clusters Score -7603679 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -7603763.500000 Penalty: 5417.343750
	Iteration 25Q: 3 clusters Score -7603764 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50952 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -7603794.500000 Penalty: 5417.343750
	Iteration 26Q: 3 clusters Score -7603794 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50893 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -7603839.500000 Penalty: 5417.343750
	Iteration 27Q: 3 clusters Score -7603840 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -7603856.500000 Penalty: 5417.343750
	Iteration 28Q: 3 clusters Score -7603856 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -7603883.500000 Penalty: 5417.343750
	Iteration 29Q: 3 clusters Score -7603884 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -7603914.500000 Penalty: 5417.343750
	Iteration 30Q: 3 clusters Score -7603914 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -7603940.000000 Penalty: 5417.343750
	Iteration 31Q: 3 clusters Score -7603940 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -7603951.000000 Penalty: 5417.343750
	Iteration 32Q: 3 clusters Score -7603951 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -7603977.000000 Penalty: 5417.343750
	Iteration 33Q: 3 clusters Score -7603977 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -7603978.000000 Penalty: 5417.343750
	Iteration 34Q: 3 clusters Score -7603978 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50494 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -7603986.000000 Penalty: 5417.343750
	Iteration 35Q: 3 clusters Score -7603986 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -7603999.000000 Penalty: 5417.343750
	Iteration 36Q: 3 clusters Score -7603999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -7604003.000000 Penalty: 5417.343750
	Iteration 37Q: 3 clusters Score -7604003 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50436 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -7604016.500000 Penalty: 5417.343750
	Iteration 38Q: 3 clusters Score -7604016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -7604017.000000 Penalty: 5417.343750
	Iteration 39Q: 3 clusters Score -7604017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -7604022.000000 Penalty: 5417.343750
	Iteration 40F: 3 clusters Score -7604022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -7604018.000000 Penalty: 5417.343750
	Iteration 41Q: 3 clusters Score -7604018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -7604024.000000 Penalty: 5417.343750
	Iteration 42Q: 3 clusters Score -7604024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50392 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -7604031.000000 Penalty: 5417.343750
	Iteration 43Q: 3 clusters Score -7604031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -7604031.000000 Penalty: 5417.343750
	Iteration 44Q: 3 clusters Score -7604031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50381 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -7604035.000000 Penalty: 5417.343750
	Iteration 45Q: 3 clusters Score -7604035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50376 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -7604038.500000 Penalty: 5417.343750
	Iteration 46Q: 3 clusters Score -7604038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -7604038.500000 Penalty: 5417.343750
	Iteration 47Q: 3 clusters Score -7604038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -7604031.500000 Penalty: 5417.343750
	Iteration 48Q: 3 clusters Score -7604032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -7604034.500000 Penalty: 5417.343750
	Iteration 49Q: 3 clusters Score -7604034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -7604031.000000 Penalty: 5417.343750
	Iteration 50Q: 3 clusters Score -7604031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -7604032.000000 Penalty: 5417.343750
	Iteration 51Q: 3 clusters Score -7604032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50355 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -7604038.000000 Penalty: 5417.343750
	Iteration 52Q: 3 clusters Score -7604038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -7604031.500000 Penalty: 5417.343750
	Iteration 53Q: 3 clusters Score -7604032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -7604037.500000 Penalty: 5417.343750
	Iteration 54Q: 3 clusters Score -7604038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -7604038.000000 Penalty: 5417.343750
	Iteration 55Q: 3 clusters Score -7604038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -7604030.000000 Penalty: 5417.343750
	Iteration 56Q: 3 clusters Score -7604030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -7604037.000000 Penalty: 5417.343750
	Iteration 57Q: 3 clusters Score -7604037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -7604039.000000 Penalty: 5417.343750
	Iteration 58Q: 3 clusters Score -7604039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -7604036.500000 Penalty: 5417.343750
	Iteration 59Q: 3 clusters Score -7604036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -7604037.500000 Penalty: 5417.343750
	Iteration 60F: 3 clusters Score -7604038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -7604033.000000 Penalty: 5417.343750
	Iteration 61Q: 3 clusters Score -7604033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -7604033.000000 Penalty: 5417.343750
	Iteration 62F: 3 clusters Score -7604033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Entering Unmasked Estep 
Score: -1669658.000000 Penalty: 2338.669434
	Iteration 0F: 2 clusters Score -1669658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1660448.375000 Penalty: 4677.338867
	Iteration 0F: 3 clusters Score -1660448 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1663561.000000 Penalty: 4677.338867
	Iteration 1F: 3 clusters Score -1663561 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1664119.625000 Penalty: 4677.338867
	Iteration 2F: 3 clusters Score -1664120 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1664617.875000 Penalty: 4677.338867
	Iteration 3F: 3 clusters Score -1664618 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1665135.875000 Penalty: 4677.338867
	Iteration 4F: 3 clusters Score -1665136 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1665753.000000 Penalty: 4677.338867
	Iteration 5F: 3 clusters Score -1665753 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1666360.625000 Penalty: 4677.338867
	Iteration 6F: 3 clusters Score -1666361 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1666974.125000 Penalty: 4677.338867
	Iteration 7F: 3 clusters Score -1666974 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1667557.875000 Penalty: 4677.338867
	Iteration 8F: 3 clusters Score -1667558 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1668153.750000 Penalty: 4677.338867
	Iteration 9F: 3 clusters Score -1668154 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1668699.750000 Penalty: 4677.338867
	Iteration 10Q: 3 clusters Score -1668700 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1669163.750000 Penalty: 4677.338867
	Iteration 11Q: 3 clusters Score -1669164 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1669444.375000 Penalty: 4677.338867
	Iteration 12Q: 3 clusters Score -1669444 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1669577.375000 Penalty: 4677.338867
	Iteration 13Q: 3 clusters Score -1669577 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1669656.000000 Penalty: 4677.338867
	Iteration 14Q: 3 clusters Score -1669656 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1669696.625000 Penalty: 4677.338867
	Iteration 15Q: 3 clusters Score -1669697 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1669715.750000 Penalty: 4677.338867
	Iteration 16Q: 3 clusters Score -1669716 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1669723.875000 Penalty: 4677.338867
	Iteration 17Q: 3 clusters Score -1669724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1669734.625000 Penalty: 4677.338867
	Iteration 18Q: 3 clusters Score -1669735 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1669744.250000 Penalty: 4677.338867
	Iteration 19Q: 3 clusters Score -1669744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1669746.625000 Penalty: 4677.338867
	Iteration 20F: 3 clusters Score -1669747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1669752.750000 Penalty: 4677.338867
	Iteration 21Q: 3 clusters Score -1669753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1669757.750000 Penalty: 4677.338867
	Iteration 22Q: 3 clusters Score -1669758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1669760.000000 Penalty: 4677.338867
	Iteration 23Q: 3 clusters Score -1669760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1669764.250000 Penalty: 4677.338867
	Iteration 24Q: 3 clusters Score -1669764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1669767.375000 Penalty: 4677.338867
	Iteration 25Q: 3 clusters Score -1669767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1669771.875000 Penalty: 4677.338867
	Iteration 26Q: 3 clusters Score -1669772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1669771.750000 Penalty: 4677.338867
	Iteration 27Q: 3 clusters Score -1669772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1669768.500000 Penalty: 4677.338867
	Iteration 28Q: 3 clusters Score -1669768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1669771.500000 Penalty: 4677.338867
	Iteration 29Q: 3 clusters Score -1669772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1669774.000000 Penalty: 4677.338867
	Iteration 30Q: 3 clusters Score -1669774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1669773.875000 Penalty: 4677.338867
	Iteration 31Q: 3 clusters Score -1669774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1669776.375000 Penalty: 4677.338867
	Iteration 32Q: 3 clusters Score -1669776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1669776.000000 Penalty: 4677.338867
	Iteration 33Q: 3 clusters Score -1669776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1669775.375000 Penalty: 4677.338867
	Iteration 34Q: 3 clusters Score -1669775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1669777.125000 Penalty: 4677.338867
	Iteration 35Q: 3 clusters Score -1669777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1669777.500000 Penalty: 4677.338867
	Iteration 36Q: 3 clusters Score -1669778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1669779.250000 Penalty: 4677.338867
	Iteration 37Q: 3 clusters Score -1669779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1669780.625000 Penalty: 4677.338867
	Iteration 38Q: 3 clusters Score -1669781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1669780.125000 Penalty: 4677.338867
	Iteration 39Q: 3 clusters Score -1669780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1669781.750000 Penalty: 4677.338867
	Iteration 40F: 3 clusters Score -1669782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1669783.000000 Penalty: 4677.338867
	Iteration 41Q: 3 clusters Score -1669783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1669783.000000 Penalty: 4677.338867
	Iteration 42Q: 3 clusters Score -1669783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1669783.250000 Penalty: 4677.338867
	Iteration 43Q: 3 clusters Score -1669783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1669781.750000 Penalty: 4677.338867
	Iteration 44Q: 3 clusters Score -1669782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1669781.875000 Penalty: 4677.338867
	Iteration 45Q: 3 clusters Score -1669782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1669781.625000 Penalty: 4677.338867
	Iteration 46Q: 3 clusters Score -1669782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1669779.750000 Penalty: 4677.338867
	Iteration 47Q: 3 clusters Score -1669780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1669781.875000 Penalty: 4677.338867
	Iteration 48Q: 3 clusters Score -1669782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1669777.625000 Penalty: 4677.338867
	Iteration 49Q: 3 clusters Score -1669778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1669785.125000 Penalty: 4677.338867
	Iteration 50Q: 3 clusters Score -1669785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1669783.250000 Penalty: 4677.338867
	Iteration 51Q: 3 clusters Score -1669783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1669782.625000 Penalty: 4677.338867
	Iteration 52Q: 3 clusters Score -1669783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1669783.625000 Penalty: 4677.338867
	Iteration 53Q: 3 clusters Score -1669784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1669784.500000 Penalty: 4677.338867
	Iteration 54Q: 3 clusters Score -1669784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1669784.875000 Penalty: 4677.338867
	Iteration 55Q: 3 clusters Score -1669785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1669785.375000 Penalty: 4677.338867
	Iteration 56Q: 3 clusters Score -1669785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1669789.250000 Penalty: 4677.338867
	Iteration 57Q: 3 clusters Score -1669789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1669789.250000 Penalty: 4677.338867
	Iteration 58F: 3 clusters Score -1669789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55385 members 
Mstep: Class 3 contains 2611 members 
Mstep: Class 4 contains 42532 members 
Mstep: Class 5 contains 50714 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64255 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134054 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159825 members 
Mstep: Class 14 contains 146293 members 
Mstep: Class 15 contains 48237 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127095 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66834 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21583 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Mstep: Class 32 contains 9847 members 
Entering Unmasked Estep 
Score: -142940976.000000 Penalty: 110053.570312
Splitting cluster 3 changes total score from -142941984.000000 to -142940976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (42532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Entering Unmasked Estep 
Score: -5751017.000000 Penalty: 2643.187012
	Iteration 0F: 2 clusters Score -5751017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -5722230.000000 Penalty: 5286.374023
	Iteration 0F: 3 clusters Score -5722230 nChanged 19631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -5733007.000000 Penalty: 5286.374023
	Iteration 1F: 3 clusters Score -5733007 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -5733441.500000 Penalty: 5286.374023
	Iteration 2Q: 3 clusters Score -5733442 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -5733898.500000 Penalty: 5286.374023
	Iteration 3Q: 3 clusters Score -5733898 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -5734427.000000 Penalty: 5286.374023
	Iteration 4Q: 3 clusters Score -5734427 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -5735070.000000 Penalty: 5286.374023
	Iteration 5Q: 3 clusters Score -5735070 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -5736044.500000 Penalty: 5286.374023
	Iteration 6Q: 3 clusters Score -5736044 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -5737634.500000 Penalty: 5286.374023
	Iteration 7F: 3 clusters Score -5737634 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -5740018.500000 Penalty: 5286.374023
	Iteration 8F: 3 clusters Score -5740018 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -5742978.500000 Penalty: 5286.374023
	Iteration 9F: 3 clusters Score -5742978 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -5745637.500000 Penalty: 5286.374023
	Iteration 10F: 3 clusters Score -5745638 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -5747180.000000 Penalty: 5286.374023
	Iteration 11Q: 3 clusters Score -5747180 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5747944.500000 Penalty: 5286.374023
	Iteration 12Q: 3 clusters Score -5747944 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5748335.500000 Penalty: 5286.374023
	Iteration 13Q: 3 clusters Score -5748336 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5748503.000000 Penalty: 5286.374023
	Iteration 14Q: 3 clusters Score -5748503 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5748592.000000 Penalty: 5286.374023
	Iteration 15Q: 3 clusters Score -5748592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5748636.500000 Penalty: 5286.374023
	Iteration 16Q: 3 clusters Score -5748636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5748651.500000 Penalty: 5286.374023
	Iteration 17Q: 3 clusters Score -5748652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5748671.500000 Penalty: 5286.374023
	Iteration 18Q: 3 clusters Score -5748672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5748689.000000 Penalty: 5286.374023
	Iteration 19Q: 3 clusters Score -5748689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5748706.000000 Penalty: 5286.374023
	Iteration 20F: 3 clusters Score -5748706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5748714.500000 Penalty: 5286.374023
	Iteration 21Q: 3 clusters Score -5748714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5748709.000000 Penalty: 5286.374023
	Iteration 22Q: 3 clusters Score -5748709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5748713.500000 Penalty: 5286.374023
	Iteration 23Q: 3 clusters Score -5748714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5748726.000000 Penalty: 5286.374023
	Iteration 24Q: 3 clusters Score -5748726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5748721.500000 Penalty: 5286.374023
	Iteration 25Q: 3 clusters Score -5748722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5748727.000000 Penalty: 5286.374023
	Iteration 26Q: 3 clusters Score -5748727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5748722.000000 Penalty: 5286.374023
	Iteration 27Q: 3 clusters Score -5748722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5748727.500000 Penalty: 5286.374023
	Iteration 28Q: 3 clusters Score -5748728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5748731.000000 Penalty: 5286.374023
	Iteration 29Q: 3 clusters Score -5748731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5748743.000000 Penalty: 5286.374023
	Iteration 30Q: 3 clusters Score -5748743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5748744.000000 Penalty: 5286.374023
	Iteration 31Q: 3 clusters Score -5748744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5748749.000000 Penalty: 5286.374023
	Iteration 32Q: 3 clusters Score -5748749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5748744.500000 Penalty: 5286.374023
	Iteration 33Q: 3 clusters Score -5748744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5748744.500000 Penalty: 5286.374023
	Iteration 34Q: 3 clusters Score -5748744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5748744.500000 Penalty: 5286.374023
	Iteration 35F: 3 clusters Score -5748744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Entering Unmasked Estep 
Score: -7119245.000000 Penalty: 2686.821533
	Iteration 0F: 2 clusters Score -7119245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -7085095.500000 Penalty: 5373.643066
	Iteration 0F: 3 clusters Score -7085096 nChanged 23315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -7097905.000000 Penalty: 5373.643066
	Iteration 1F: 3 clusters Score -7097905 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -7098399.000000 Penalty: 5373.643066
	Iteration 2Q: 3 clusters Score -7098399 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -7098871.500000 Penalty: 5373.643066
	Iteration 3Q: 3 clusters Score -7098872 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -7099313.000000 Penalty: 5373.643066
	Iteration 4Q: 3 clusters Score -7099313 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -7099832.000000 Penalty: 5373.643066
	Iteration 5Q: 3 clusters Score -7099832 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -7100421.500000 Penalty: 5373.643066
	Iteration 6Q: 3 clusters Score -7100422 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -7100975.500000 Penalty: 5373.643066
	Iteration 7Q: 3 clusters Score -7100976 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -7101754.000000 Penalty: 5373.643066
	Iteration 8Q: 3 clusters Score -7101754 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -7102688.000000 Penalty: 5373.643066
	Iteration 9Q: 3 clusters Score -7102688 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -7103832.000000 Penalty: 5373.643066
	Iteration 10Q: 3 clusters Score -7103832 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -7105407.500000 Penalty: 5373.643066
	Iteration 11F: 3 clusters Score -7105408 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -7107365.500000 Penalty: 5373.643066
	Iteration 12F: 3 clusters Score -7107366 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -7109138.000000 Penalty: 5373.643066
	Iteration 13F: 3 clusters Score -7109138 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -7110183.000000 Penalty: 5373.643066
	Iteration 14Q: 3 clusters Score -7110183 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -7110614.500000 Penalty: 5373.643066
	Iteration 15Q: 3 clusters Score -7110614 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -7110843.000000 Penalty: 5373.643066
	Iteration 16Q: 3 clusters Score -7110843 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -7110956.000000 Penalty: 5373.643066
	Iteration 17Q: 3 clusters Score -7110956 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -7111011.000000 Penalty: 5373.643066
	Iteration 18Q: 3 clusters Score -7111011 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -7111083.500000 Penalty: 5373.643066
	Iteration 19Q: 3 clusters Score -7111084 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -7111145.000000 Penalty: 5373.643066
	Iteration 20F: 3 clusters Score -7111145 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -7111210.500000 Penalty: 5373.643066
	Iteration 21Q: 3 clusters Score -7111210 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -7111266.500000 Penalty: 5373.643066
	Iteration 22Q: 3 clusters Score -7111266 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -7111312.000000 Penalty: 5373.643066
	Iteration 23Q: 3 clusters Score -7111312 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -7111346.000000 Penalty: 5373.643066
	Iteration 24Q: 3 clusters Score -7111346 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -7111387.000000 Penalty: 5373.643066
	Iteration 25Q: 3 clusters Score -7111387 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -7111421.000000 Penalty: 5373.643066
	Iteration 26Q: 3 clusters Score -7111421 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -7111465.000000 Penalty: 5373.643066
	Iteration 27Q: 3 clusters Score -7111465 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -7111504.000000 Penalty: 5373.643066
	Iteration 28Q: 3 clusters Score -7111504 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -7111518.500000 Penalty: 5373.643066
	Iteration 29Q: 3 clusters Score -7111518 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -7111548.500000 Penalty: 5373.643066
	Iteration 30Q: 3 clusters Score -7111548 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -7111599.500000 Penalty: 5373.643066
	Iteration 31Q: 3 clusters Score -7111600 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -7111639.000000 Penalty: 5373.643066
	Iteration 32Q: 3 clusters Score -7111639 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -7111674.000000 Penalty: 5373.643066
	Iteration 33Q: 3 clusters Score -7111674 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -7111707.500000 Penalty: 5373.643066
	Iteration 34Q: 3 clusters Score -7111708 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -7111763.500000 Penalty: 5373.643066
	Iteration 35Q: 3 clusters Score -7111764 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -7111813.500000 Penalty: 5373.643066
	Iteration 36Q: 3 clusters Score -7111814 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -7111871.000000 Penalty: 5373.643066
	Iteration 37Q: 3 clusters Score -7111871 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -7111906.500000 Penalty: 5373.643066
	Iteration 38Q: 3 clusters Score -7111906 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -7111959.500000 Penalty: 5373.643066
	Iteration 39Q: 3 clusters Score -7111960 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -7112004.500000 Penalty: 5373.643066
	Iteration 40F: 3 clusters Score -7112004 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -7112059.000000 Penalty: 5373.643066
	Iteration 41Q: 3 clusters Score -7112059 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -7112126.500000 Penalty: 5373.643066
	Iteration 42Q: 3 clusters Score -7112126 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -7112198.000000 Penalty: 5373.643066
	Iteration 43Q: 3 clusters Score -7112198 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -7112298.000000 Penalty: 5373.643066
	Iteration 44Q: 3 clusters Score -7112298 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -7112409.500000 Penalty: 5373.643066
	Iteration 45Q: 3 clusters Score -7112410 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -7112486.000000 Penalty: 5373.643066
	Iteration 46Q: 3 clusters Score -7112486 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -7112647.500000 Penalty: 5373.643066
	Iteration 47Q: 3 clusters Score -7112648 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -7112812.000000 Penalty: 5373.643066
	Iteration 48Q: 3 clusters Score -7112812 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -7112981.500000 Penalty: 5373.643066
	Iteration 49Q: 3 clusters Score -7112982 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -7113162.500000 Penalty: 5373.643066
	Iteration 50Q: 3 clusters Score -7113162 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -7113363.000000 Penalty: 5373.643066
	Iteration 51Q: 3 clusters Score -7113363 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -7113516.500000 Penalty: 5373.643066
	Iteration 52Q: 3 clusters Score -7113516 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -7113732.000000 Penalty: 5373.643066
	Iteration 53Q: 3 clusters Score -7113732 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -7113891.500000 Penalty: 5373.643066
	Iteration 54Q: 3 clusters Score -7113892 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -7114081.500000 Penalty: 5373.643066
	Iteration 55Q: 3 clusters Score -7114082 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -7114297.500000 Penalty: 5373.643066
	Iteration 56Q: 3 clusters Score -7114298 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -7114446.000000 Penalty: 5373.643066
	Iteration 57Q: 3 clusters Score -7114446 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -7114598.500000 Penalty: 5373.643066
	Iteration 58Q: 3 clusters Score -7114598 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -7114790.500000 Penalty: 5373.643066
	Iteration 59Q: 3 clusters Score -7114790 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -7114943.000000 Penalty: 5373.643066
	Iteration 60F: 3 clusters Score -7114943 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -7115138.000000 Penalty: 5373.643066
	Iteration 61Q: 3 clusters Score -7115138 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -7115257.000000 Penalty: 5373.643066
	Iteration 62Q: 3 clusters Score -7115257 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -7115340.500000 Penalty: 5373.643066
	Iteration 63Q: 3 clusters Score -7115340 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -7115467.500000 Penalty: 5373.643066
	Iteration 64Q: 3 clusters Score -7115468 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -7115580.000000 Penalty: 5373.643066
	Iteration 65Q: 3 clusters Score -7115580 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -7115670.500000 Penalty: 5373.643066
	Iteration 66Q: 3 clusters Score -7115670 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -7115786.000000 Penalty: 5373.643066
	Iteration 67Q: 3 clusters Score -7115786 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -7115891.000000 Penalty: 5373.643066
	Iteration 68Q: 3 clusters Score -7115891 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -7115969.500000 Penalty: 5373.643066
	Iteration 69Q: 3 clusters Score -7115970 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -7116040.500000 Penalty: 5373.643066
	Iteration 70Q: 3 clusters Score -7116040 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -7116115.000000 Penalty: 5373.643066
	Iteration 71Q: 3 clusters Score -7116115 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -7116172.000000 Penalty: 5373.643066
	Iteration 72Q: 3 clusters Score -7116172 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -7116240.500000 Penalty: 5373.643066
	Iteration 73Q: 3 clusters Score -7116240 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -7116317.000000 Penalty: 5373.643066
	Iteration 74Q: 3 clusters Score -7116317 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -7116350.000000 Penalty: 5373.643066
	Iteration 75Q: 3 clusters Score -7116350 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -7116407.500000 Penalty: 5373.643066
	Iteration 76Q: 3 clusters Score -7116408 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -7116456.000000 Penalty: 5373.643066
	Iteration 77Q: 3 clusters Score -7116456 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -7116488.500000 Penalty: 5373.643066
	Iteration 78Q: 3 clusters Score -7116488 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -7116558.500000 Penalty: 5373.643066
	Iteration 79Q: 3 clusters Score -7116558 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -7116638.500000 Penalty: 5373.643066
	Iteration 80F: 3 clusters Score -7116638 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -7116677.000000 Penalty: 5373.643066
	Iteration 81Q: 3 clusters Score -7116677 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 47285 members 
Entering Unmasked Estep 
Score: -7116719.500000 Penalty: 5373.643066
	Iteration 82Q: 3 clusters Score -7116720 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -7116759.500000 Penalty: 5373.643066
	Iteration 83Q: 3 clusters Score -7116760 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -7116796.000000 Penalty: 5373.643066
	Iteration 84Q: 3 clusters Score -7116796 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -7116827.000000 Penalty: 5373.643066
	Iteration 85Q: 3 clusters Score -7116827 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -7116845.500000 Penalty: 5373.643066
	Iteration 86Q: 3 clusters Score -7116846 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -7116868.500000 Penalty: 5373.643066
	Iteration 87Q: 3 clusters Score -7116868 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -7116871.000000 Penalty: 5373.643066
	Iteration 88Q: 3 clusters Score -7116871 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 48072 members 
Entering Unmasked Estep 
Score: -7116889.500000 Penalty: 5373.643066
	Iteration 89Q: 3 clusters Score -7116890 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -7116906.500000 Penalty: 5373.643066
	Iteration 90Q: 3 clusters Score -7116906 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -7116938.000000 Penalty: 5373.643066
	Iteration 91Q: 3 clusters Score -7116938 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -7116957.000000 Penalty: 5373.643066
	Iteration 92Q: 3 clusters Score -7116957 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -7116967.500000 Penalty: 5373.643066
	Iteration 93Q: 3 clusters Score -7116968 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -7116964.000000 Penalty: 5373.643066
	Iteration 94Q: 3 clusters Score -7116964 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -7116972.500000 Penalty: 5373.643066
	Iteration 95Q: 3 clusters Score -7116972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -7116978.500000 Penalty: 5373.643066
	Iteration 96Q: 3 clusters Score -7116978 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
Score: -7116998.000000 Penalty: 5373.643066
	Iteration 97Q: 3 clusters Score -7116998 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -7117001.000000 Penalty: 5373.643066
	Iteration 98Q: 3 clusters Score -7117001 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -7117019.500000 Penalty: 5373.643066
	Iteration 99Q: 3 clusters Score -7117020 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -7117030.500000 Penalty: 5373.643066
	Iteration 100F: 3 clusters Score -7117030 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -7117039.500000 Penalty: 5373.643066
	Iteration 101Q: 3 clusters Score -7117040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -7117041.500000 Penalty: 5373.643066
	Iteration 102Q: 3 clusters Score -7117042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -7117040.000000 Penalty: 5373.643066
	Iteration 103Q: 3 clusters Score -7117040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -7117052.000000 Penalty: 5373.643066
	Iteration 104Q: 3 clusters Score -7117052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 48824 members 
Entering Unmasked Estep 
Score: -7117055.000000 Penalty: 5373.643066
	Iteration 105Q: 3 clusters Score -7117055 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -7117058.000000 Penalty: 5373.643066
	Iteration 106Q: 3 clusters Score -7117058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -7117063.500000 Penalty: 5373.643066
	Iteration 107Q: 3 clusters Score -7117064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -7117070.000000 Penalty: 5373.643066
	Iteration 108Q: 3 clusters Score -7117070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -7117080.000000 Penalty: 5373.643066
	Iteration 109Q: 3 clusters Score -7117080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -7117080.500000 Penalty: 5373.643066
	Iteration 110Q: 3 clusters Score -7117080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 48935 members 
Entering Unmasked Estep 
Score: -7117084.500000 Penalty: 5373.643066
	Iteration 111Q: 3 clusters Score -7117084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -7117086.500000 Penalty: 5373.643066
	Iteration 112Q: 3 clusters Score -7117086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -7117078.000000 Penalty: 5373.643066
	Iteration 113Q: 3 clusters Score -7117078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -7117075.500000 Penalty: 5373.643066
	Iteration 114Q: 3 clusters Score -7117076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -7117080.500000 Penalty: 5373.643066
	Iteration 115Q: 3 clusters Score -7117080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 49003 members 
Entering Unmasked Estep 
Score: -7117092.000000 Penalty: 5373.643066
	Iteration 116Q: 3 clusters Score -7117092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -7117085.500000 Penalty: 5373.643066
	Iteration 117Q: 3 clusters Score -7117086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -7117084.500000 Penalty: 5373.643066
	Iteration 118Q: 3 clusters Score -7117084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -7117071.000000 Penalty: 5373.643066
	Iteration 119Q: 3 clusters Score -7117071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -7117082.000000 Penalty: 5373.643066
	Iteration 120F: 3 clusters Score -7117082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -7117076.500000 Penalty: 5373.643066
	Iteration 121Q: 3 clusters Score -7117076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -7117096.000000 Penalty: 5373.643066
	Iteration 122Q: 3 clusters Score -7117096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 49076 members 
Entering Unmasked Estep 
Score: -7117108.000000 Penalty: 5373.643066
	Iteration 123Q: 3 clusters Score -7117108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -7117107.000000 Penalty: 5373.643066
	Iteration 124Q: 3 clusters Score -7117107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 49085 members 
Entering Unmasked Estep 
Score: -7117104.500000 Penalty: 5373.643066
	Iteration 125Q: 3 clusters Score -7117104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -7117109.500000 Penalty: 5373.643066
	Iteration 126Q: 3 clusters Score -7117110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 49094 members 
Entering Unmasked Estep 
Score: -7117101.000000 Penalty: 5373.643066
	Iteration 127Q: 3 clusters Score -7117101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -7117108.500000 Penalty: 5373.643066
	Iteration 128Q: 3 clusters Score -7117108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -7117107.500000 Penalty: 5373.643066
	Iteration 129Q: 3 clusters Score -7117108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -7117102.000000 Penalty: 5373.643066
	Iteration 130Q: 3 clusters Score -7117102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -7117103.500000 Penalty: 5373.643066
	Iteration 131Q: 3 clusters Score -7117104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -7117100.000000 Penalty: 5373.643066
	Iteration 132Q: 3 clusters Score -7117100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -7117104.500000 Penalty: 5373.643066
	Iteration 133Q: 3 clusters Score -7117104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 49110 members 
Entering Unmasked Estep 
Score: -7117108.500000 Penalty: 5373.643066
	Iteration 134Q: 3 clusters Score -7117108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -7117107.500000 Penalty: 5373.643066
	Iteration 135Q: 3 clusters Score -7117108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -7117109.000000 Penalty: 5373.643066
	Iteration 136Q: 3 clusters Score -7117109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -7117109.000000 Penalty: 5373.643066
	Iteration 137F: 3 clusters Score -7117109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -112777.250000 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -112777.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -110967.015625 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -110967 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -111243.960938 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -111244 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -111404.578125 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -111404.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -111584.476562 Penalty: 3357.742432
	Iteration 3F: 3 clusters Score -111584.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -111946.359375 Penalty: 3357.742432
	Iteration 4F: 3 clusters Score -111946.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -112179.093750 Penalty: 3357.742432
	Iteration 5F: 3 clusters Score -112179.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -112269.257812 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -112269.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -112318.937500 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -112318.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -112343.843750 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -112343.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -112369.539062 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -112369.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -112390.460938 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -112390.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -112421.062500 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -112421.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -112448.484375 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -112448.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -112505.414062 Penalty: 3357.742432
	Iteration 13Q: 3 clusters Score -112505.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -112577.828125 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -112577.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -112618.007812 Penalty: 3357.742432
	Iteration 15Q: 3 clusters Score -112618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -112626.515625 Penalty: 3357.742432
	Iteration 16Q: 3 clusters Score -112626.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -112632.320312 Penalty: 3357.742432
	Iteration 17Q: 3 clusters Score -112632.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -112632.320312 Penalty: 3357.742432
	Iteration 18F: 3 clusters Score -112632.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -142959.906250 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -142959.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -141022.265625 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -141022.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -141582.609375 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -141582.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -141942.750000 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -141942.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -142144.140625 Penalty: 3477.562012
	Iteration 3F: 3 clusters Score -142144.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -142265.843750 Penalty: 3477.562012
	Iteration 4F: 3 clusters Score -142265.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -142325.953125 Penalty: 3477.562012
	Iteration 5Q: 3 clusters Score -142326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -142372.406250 Penalty: 3477.562012
	Iteration 6Q: 3 clusters Score -142372.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -142399.812500 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -142399.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -142436.375000 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -142436.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -142465.390625 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -142465.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -142490.687500 Penalty: 3477.562012
	Iteration 10Q: 3 clusters Score -142490.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -142532.125000 Penalty: 3477.562012
	Iteration 11Q: 3 clusters Score -142532.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -142594.703125 Penalty: 3477.562012
	Iteration 12Q: 3 clusters Score -142594.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -142681.578125 Penalty: 3477.562012
	Iteration 13Q: 3 clusters Score -142681.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -142749.687500 Penalty: 3477.562012
	Iteration 14Q: 3 clusters Score -142749.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -142800.546875 Penalty: 3477.562012
	Iteration 15Q: 3 clusters Score -142800.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -142835.828125 Penalty: 3477.562012
	Iteration 16Q: 3 clusters Score -142835.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -142876.890625 Penalty: 3477.562012
	Iteration 17Q: 3 clusters Score -142876.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -142943.500000 Penalty: 3477.562012
	Iteration 18Q: 3 clusters Score -142943.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -143034.265625 Penalty: 3477.562012
	Iteration 19Q: 3 clusters Score -143034.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -143125.140625 Penalty: 3477.562012
	Iteration 20F: 3 clusters Score -143125.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -143199.703125 Penalty: 3477.562012
	Iteration 21Q: 3 clusters Score -143199.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -143220.796875 Penalty: 3477.562012
	Iteration 22Q: 3 clusters Score -143220.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -143228.078125 Penalty: 3477.562012
	Iteration 23Q: 3 clusters Score -143228.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -143234.531250 Penalty: 3477.562012
	Iteration 24Q: 3 clusters Score -143234.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -143243.296875 Penalty: 3477.562012
	Iteration 25Q: 3 clusters Score -143243.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -143253.109375 Penalty: 3477.562012
	Iteration 26Q: 3 clusters Score -143253.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -143255.421875 Penalty: 3477.562012
	Iteration 27Q: 3 clusters Score -143255.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -143255.421875 Penalty: 3477.562012
	Iteration 28F: 3 clusters Score -143255.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55385 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42532 members 
Mstep: Class 5 contains 50714 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64255 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134054 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159825 members 
Mstep: Class 14 contains 146293 members 
Mstep: Class 15 contains 48237 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127095 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66834 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21583 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Mstep: Class 32 contains 749 members 
Entering Unmasked Estep 
Score: -142940480.000000 Penalty: 110053.570312
Splitting cluster 7 changes total score from -142941984.000000 to -142940480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Entering Unmasked Estep 
Score: -655902.375000 Penalty: 2101.104492
	Iteration 0F: 2 clusters Score -655902.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -651541.000000 Penalty: 4202.208984
	Iteration 0F: 3 clusters Score -651541 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -652677.000000 Penalty: 4202.208984
	Iteration 1F: 3 clusters Score -652677 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -652884.250000 Penalty: 4202.208984
	Iteration 2F: 3 clusters Score -652884.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -653008.062500 Penalty: 4202.208984
	Iteration 3Q: 3 clusters Score -653008.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -653116.062500 Penalty: 4202.208984
	Iteration 4Q: 3 clusters Score -653116.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -653201.625000 Penalty: 4202.208984
	Iteration 5Q: 3 clusters Score -653201.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -653272.312500 Penalty: 4202.208984
	Iteration 6Q: 3 clusters Score -653272.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -653338.500000 Penalty: 4202.208984
	Iteration 7Q: 3 clusters Score -653338.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -653407.187500 Penalty: 4202.208984
	Iteration 8Q: 3 clusters Score -653407.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -653458.437500 Penalty: 4202.208984
	Iteration 9Q: 3 clusters Score -653458.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -653511.375000 Penalty: 4202.208984
	Iteration 10Q: 3 clusters Score -653511.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -653570.187500 Penalty: 4202.208984
	Iteration 11Q: 3 clusters Score -653570.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -653635.812500 Penalty: 4202.208984
	Iteration 12Q: 3 clusters Score -653635.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -653716.875000 Penalty: 4202.208984
	Iteration 13Q: 3 clusters Score -653716.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -653800.500000 Penalty: 4202.208984
	Iteration 14Q: 3 clusters Score -653800.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -653879.812500 Penalty: 4202.208984
	Iteration 15Q: 3 clusters Score -653879.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -653964.187500 Penalty: 4202.208984
	Iteration 16Q: 3 clusters Score -653964.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -654041.375000 Penalty: 4202.208984
	Iteration 17Q: 3 clusters Score -654041.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -654127.250000 Penalty: 4202.208984
	Iteration 18Q: 3 clusters Score -654127.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -654197.375000 Penalty: 4202.208984
	Iteration 19Q: 3 clusters Score -654197.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -654243.500000 Penalty: 4202.208984
	Iteration 20F: 3 clusters Score -654243.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -654286.375000 Penalty: 4202.208984
	Iteration 21Q: 3 clusters Score -654286.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -654323.000000 Penalty: 4202.208984
	Iteration 22Q: 3 clusters Score -654323 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -654353.187500 Penalty: 4202.208984
	Iteration 23Q: 3 clusters Score -654353.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -654376.687500 Penalty: 4202.208984
	Iteration 24Q: 3 clusters Score -654376.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -654397.750000 Penalty: 4202.208984
	Iteration 25Q: 3 clusters Score -654397.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -654416.750000 Penalty: 4202.208984
	Iteration 26Q: 3 clusters Score -654416.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -654427.062500 Penalty: 4202.208984
	Iteration 27Q: 3 clusters Score -654427.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -654434.250000 Penalty: 4202.208984
	Iteration 28Q: 3 clusters Score -654434.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -654439.375000 Penalty: 4202.208984
	Iteration 29Q: 3 clusters Score -654439.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -654441.312500 Penalty: 4202.208984
	Iteration 30Q: 3 clusters Score -654441.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -654447.062500 Penalty: 4202.208984
	Iteration 31Q: 3 clusters Score -654447.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -654447.562500 Penalty: 4202.208984
	Iteration 32Q: 3 clusters Score -654447.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -654453.062500 Penalty: 4202.208984
	Iteration 33Q: 3 clusters Score -654453.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -654454.562500 Penalty: 4202.208984
	Iteration 34Q: 3 clusters Score -654454.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -654456.375000 Penalty: 4202.208984
	Iteration 35Q: 3 clusters Score -654456.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -654456.375000 Penalty: 4202.208984
	Iteration 36F: 3 clusters Score -654456.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (64255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64255 members 
Entering Unmasked Estep 
Score: -8999769.000000 Penalty: 2745.512451
	Iteration 0F: 2 clusters Score -8999769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -8956440.000000 Penalty: 5491.024902
	Iteration 0F: 3 clusters Score -8956440 nChanged 29983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -8973147.000000 Penalty: 5491.024902
	Iteration 1F: 3 clusters Score -8973147 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -8973735.000000 Penalty: 5491.024902
	Iteration 2Q: 3 clusters Score -8973735 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -8974316.000000 Penalty: 5491.024902
	Iteration 3Q: 3 clusters Score -8974316 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -8974982.000000 Penalty: 5491.024902
	Iteration 4Q: 3 clusters Score -8974982 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -8975872.000000 Penalty: 5491.024902
	Iteration 5Q: 3 clusters Score -8975872 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -8977229.000000 Penalty: 5491.024902
	Iteration 6Q: 3 clusters Score -8977229 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -8979288.000000 Penalty: 5491.024902
	Iteration 7F: 3 clusters Score -8979288 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -8982180.000000 Penalty: 5491.024902
	Iteration 8F: 3 clusters Score -8982180 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49770 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -8985649.000000 Penalty: 5491.024902
	Iteration 9F: 3 clusters Score -8985649 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -8989121.000000 Penalty: 5491.024902
	Iteration 10F: 3 clusters Score -8989121 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -8991969.000000 Penalty: 5491.024902
	Iteration 11Q: 3 clusters Score -8991969 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -8993949.000000 Penalty: 5491.024902
	Iteration 12Q: 3 clusters Score -8993949 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -8995181.000000 Penalty: 5491.024902
	Iteration 13Q: 3 clusters Score -8995181 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61281 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -8995951.000000 Penalty: 5491.024902
	Iteration 14Q: 3 clusters Score -8995951 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61867 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -8996395.000000 Penalty: 5491.024902
	Iteration 15Q: 3 clusters Score -8996395 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62295 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -8996662.000000 Penalty: 5491.024902
	Iteration 16Q: 3 clusters Score -8996662 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -8996892.000000 Penalty: 5491.024902
	Iteration 17Q: 3 clusters Score -8996892 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62803 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -8997057.000000 Penalty: 5491.024902
	Iteration 18Q: 3 clusters Score -8997057 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62949 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -8997135.000000 Penalty: 5491.024902
	Iteration 19Q: 3 clusters Score -8997135 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63066 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8997216.000000 Penalty: 5491.024902
	Iteration 20F: 3 clusters Score -8997216 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63150 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8997254.000000 Penalty: 5491.024902
	Iteration 21Q: 3 clusters Score -8997254 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63219 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8997274.000000 Penalty: 5491.024902
	Iteration 22Q: 3 clusters Score -8997274 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63277 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -8997306.000000 Penalty: 5491.024902
	Iteration 23Q: 3 clusters Score -8997306 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63322 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8997347.000000 Penalty: 5491.024902
	Iteration 24Q: 3 clusters Score -8997347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63360 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8997394.000000 Penalty: 5491.024902
	Iteration 25Q: 3 clusters Score -8997394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63400 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8997422.000000 Penalty: 5491.024902
	Iteration 26Q: 3 clusters Score -8997422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63423 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8997435.000000 Penalty: 5491.024902
	Iteration 27Q: 3 clusters Score -8997435 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63449 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8997453.000000 Penalty: 5491.024902
	Iteration 28Q: 3 clusters Score -8997453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63465 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8997465.000000 Penalty: 5491.024902
	Iteration 29Q: 3 clusters Score -8997465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63478 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8997476.000000 Penalty: 5491.024902
	Iteration 30Q: 3 clusters Score -8997476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63488 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8997473.000000 Penalty: 5491.024902
	Iteration 31Q: 3 clusters Score -8997473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63496 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8997478.000000 Penalty: 5491.024902
	Iteration 32Q: 3 clusters Score -8997478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63506 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8997489.000000 Penalty: 5491.024902
	Iteration 33Q: 3 clusters Score -8997489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63515 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8997491.000000 Penalty: 5491.024902
	Iteration 34Q: 3 clusters Score -8997491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63520 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8997495.000000 Penalty: 5491.024902
	Iteration 35Q: 3 clusters Score -8997495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63524 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8997498.000000 Penalty: 5491.024902
	Iteration 36Q: 3 clusters Score -8997498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63526 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8997496.000000 Penalty: 5491.024902
	Iteration 37Q: 3 clusters Score -8997496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63528 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8997494.000000 Penalty: 5491.024902
	Iteration 38Q: 3 clusters Score -8997494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63531 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8997501.000000 Penalty: 5491.024902
	Iteration 39Q: 3 clusters Score -8997501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63532 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8997498.000000 Penalty: 5491.024902
	Iteration 40F: 3 clusters Score -8997498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63535 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8997502.000000 Penalty: 5491.024902
	Iteration 41Q: 3 clusters Score -8997502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63538 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8997508.000000 Penalty: 5491.024902
	Iteration 42Q: 3 clusters Score -8997508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63538 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8997508.000000 Penalty: 5491.024902
	Iteration 43F: 3 clusters Score -8997508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Entering Unmasked Estep 
Score: -980932.375000 Penalty: 2201.244629
	Iteration 0F: 2 clusters Score -980932.4 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 3621 members 
Entering Unmasked Estep 
Score: -974947.000000 Penalty: 4402.489258
	Iteration 0F: 3 clusters Score -974947 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -976543.625000 Penalty: 4402.489258
	Iteration 1F: 3 clusters Score -976543.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -976823.437500 Penalty: 4402.489258
	Iteration 2F: 3 clusters Score -976823.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -977010.187500 Penalty: 4402.489258
	Iteration 3F: 3 clusters Score -977010.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -977129.312500 Penalty: 4402.489258
	Iteration 4Q: 3 clusters Score -977129.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -977236.312500 Penalty: 4402.489258
	Iteration 5Q: 3 clusters Score -977236.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -977348.750000 Penalty: 4402.489258
	Iteration 6Q: 3 clusters Score -977348.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -977449.875000 Penalty: 4402.489258
	Iteration 7Q: 3 clusters Score -977449.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -977544.687500 Penalty: 4402.489258
	Iteration 8Q: 3 clusters Score -977544.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -977643.125000 Penalty: 4402.489258
	Iteration 9Q: 3 clusters Score -977643.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -977753.000000 Penalty: 4402.489258
	Iteration 10Q: 3 clusters Score -977753 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -977877.875000 Penalty: 4402.489258
	Iteration 11Q: 3 clusters Score -977877.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -978004.875000 Penalty: 4402.489258
	Iteration 12Q: 3 clusters Score -978004.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -978129.312500 Penalty: 4402.489258
	Iteration 13Q: 3 clusters Score -978129.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -978221.937500 Penalty: 4402.489258
	Iteration 14Q: 3 clusters Score -978221.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -978307.250000 Penalty: 4402.489258
	Iteration 15Q: 3 clusters Score -978307.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -978402.125000 Penalty: 4402.489258
	Iteration 16Q: 3 clusters Score -978402.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -978485.437500 Penalty: 4402.489258
	Iteration 17Q: 3 clusters Score -978485.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -978566.937500 Penalty: 4402.489258
	Iteration 18Q: 3 clusters Score -978566.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -978639.750000 Penalty: 4402.489258
	Iteration 19Q: 3 clusters Score -978639.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -978691.687500 Penalty: 4402.489258
	Iteration 20F: 3 clusters Score -978691.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -978735.375000 Penalty: 4402.489258
	Iteration 21Q: 3 clusters Score -978735.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -978778.062500 Penalty: 4402.489258
	Iteration 22Q: 3 clusters Score -978778.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -978818.812500 Penalty: 4402.489258
	Iteration 23Q: 3 clusters Score -978818.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -978850.625000 Penalty: 4402.489258
	Iteration 24Q: 3 clusters Score -978850.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -978869.375000 Penalty: 4402.489258
	Iteration 25Q: 3 clusters Score -978869.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -978885.375000 Penalty: 4402.489258
	Iteration 26Q: 3 clusters Score -978885.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -978898.125000 Penalty: 4402.489258
	Iteration 27Q: 3 clusters Score -978898.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -978909.875000 Penalty: 4402.489258
	Iteration 28Q: 3 clusters Score -978909.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -978917.562500 Penalty: 4402.489258
	Iteration 29Q: 3 clusters Score -978917.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -978924.437500 Penalty: 4402.489258
	Iteration 30Q: 3 clusters Score -978924.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -978932.125000 Penalty: 4402.489258
	Iteration 31Q: 3 clusters Score -978932.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -978940.125000 Penalty: 4402.489258
	Iteration 32Q: 3 clusters Score -978940.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -978949.000000 Penalty: 4402.489258
	Iteration 33Q: 3 clusters Score -978949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -978954.437500 Penalty: 4402.489258
	Iteration 34Q: 3 clusters Score -978954.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -978959.625000 Penalty: 4402.489258
	Iteration 35Q: 3 clusters Score -978959.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -978963.687500 Penalty: 4402.489258
	Iteration 36Q: 3 clusters Score -978963.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -978966.937500 Penalty: 4402.489258
	Iteration 37Q: 3 clusters Score -978966.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -978968.250000 Penalty: 4402.489258
	Iteration 38Q: 3 clusters Score -978968.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -978968.312500 Penalty: 4402.489258
	Iteration 39Q: 3 clusters Score -978968.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -978970.937500 Penalty: 4402.489258
	Iteration 40F: 3 clusters Score -978970.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -978972.687500 Penalty: 4402.489258
	Iteration 41Q: 3 clusters Score -978972.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -978976.687500 Penalty: 4402.489258
	Iteration 42Q: 3 clusters Score -978976.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -978983.375000 Penalty: 4402.489258
	Iteration 43Q: 3 clusters Score -978983.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -978991.625000 Penalty: 4402.489258
	Iteration 44Q: 3 clusters Score -978991.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -978996.562500 Penalty: 4402.489258
	Iteration 45Q: 3 clusters Score -978996.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -979000.437500 Penalty: 4402.489258
	Iteration 46Q: 3 clusters Score -979000.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -979004.375000 Penalty: 4402.489258
	Iteration 47Q: 3 clusters Score -979004.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -979009.125000 Penalty: 4402.489258
	Iteration 48Q: 3 clusters Score -979009.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -979010.250000 Penalty: 4402.489258
	Iteration 49Q: 3 clusters Score -979010.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -979011.812500 Penalty: 4402.489258
	Iteration 50Q: 3 clusters Score -979011.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -979011.250000 Penalty: 4402.489258
	Iteration 51Q: 3 clusters Score -979011.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -979011.312500 Penalty: 4402.489258
	Iteration 52Q: 3 clusters Score -979011.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -979013.687500 Penalty: 4402.489258
	Iteration 53Q: 3 clusters Score -979013.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -979013.687500 Penalty: 4402.489258
	Iteration 54F: 3 clusters Score -979013.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (134054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134054 members 
Entering Unmasked Estep 
Score: -18682050.000000 Penalty: 2927.887451
	Iteration 0F: 2 clusters Score -1.868205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66930 members 
Mstep: Class 2 contains 67124 members 
Entering Unmasked Estep 
Score: -18594784.000000 Penalty: 5855.774902
	Iteration 0F: 3 clusters Score -1.859478e+07 nChanged 63907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64213 members 
Mstep: Class 2 contains 69841 members 
Entering Unmasked Estep 
Score: -18631642.000000 Penalty: 5855.774902
	Iteration 1F: 3 clusters Score -1.863164e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62564 members 
Mstep: Class 2 contains 71490 members 
Entering Unmasked Estep 
Score: -18632672.000000 Penalty: 5855.774902
	Iteration 2Q: 3 clusters Score -1.863267e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 73884 members 
Entering Unmasked Estep 
Score: -18634230.000000 Penalty: 5855.774902
	Iteration 3Q: 3 clusters Score -1.863423e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 77519 members 
Entering Unmasked Estep 
Score: -18636290.000000 Penalty: 5855.774902
	Iteration 4Q: 3 clusters Score -1.863629e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 82757 members 
Entering Unmasked Estep 
Score: -18639706.000000 Penalty: 5855.774902
	Iteration 5F: 3 clusters Score -1.863971e+07 nChanged 8463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 89808 members 
Entering Unmasked Estep 
Score: -18645148.000000 Penalty: 5855.774902
	Iteration 6F: 3 clusters Score -1.864515e+07 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 98367 members 
Entering Unmasked Estep 
Score: -18653038.000000 Penalty: 5855.774902
	Iteration 7F: 3 clusters Score -1.865304e+07 nChanged 9785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 106912 members 
Entering Unmasked Estep 
Score: -18662130.000000 Penalty: 5855.774902
	Iteration 8F: 3 clusters Score -1.866213e+07 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 113651 members 
Entering Unmasked Estep 
Score: -18669312.000000 Penalty: 5855.774902
	Iteration 9F: 3 clusters Score -1.866931e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 117827 members 
Entering Unmasked Estep 
Score: -18673510.000000 Penalty: 5855.774902
	Iteration 10Q: 3 clusters Score -1.867351e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 120325 members 
Entering Unmasked Estep 
Score: -18675430.000000 Penalty: 5855.774902
	Iteration 11Q: 3 clusters Score -1.867543e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 122132 members 
Entering Unmasked Estep 
Score: -18676334.000000 Penalty: 5855.774902
	Iteration 12Q: 3 clusters Score -1.867633e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 123612 members 
Entering Unmasked Estep 
Score: -18677042.000000 Penalty: 5855.774902
	Iteration 13Q: 3 clusters Score -1.867704e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 124915 members 
Entering Unmasked Estep 
Score: -18677538.000000 Penalty: 5855.774902
	Iteration 14Q: 3 clusters Score -1.867754e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 126011 members 
Entering Unmasked Estep 
Score: -18677910.000000 Penalty: 5855.774902
	Iteration 15Q: 3 clusters Score -1.867791e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 126928 members 
Entering Unmasked Estep 
Score: -18678170.000000 Penalty: 5855.774902
	Iteration 16Q: 3 clusters Score -1.867817e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 127761 members 
Entering Unmasked Estep 
Score: -18678408.000000 Penalty: 5855.774902
	Iteration 17Q: 3 clusters Score -1.867841e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 128456 members 
Entering Unmasked Estep 
Score: -18678638.000000 Penalty: 5855.774902
	Iteration 18Q: 3 clusters Score -1.867864e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 129052 members 
Entering Unmasked Estep 
Score: -18678744.000000 Penalty: 5855.774902
	Iteration 19Q: 3 clusters Score -1.867874e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 129555 members 
Entering Unmasked Estep 
Score: -18678834.000000 Penalty: 5855.774902
	Iteration 20F: 3 clusters Score -1.867883e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 129998 members 
Entering Unmasked Estep 
Score: -18679010.000000 Penalty: 5855.774902
	Iteration 21Q: 3 clusters Score -1.867901e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 130385 members 
Entering Unmasked Estep 
Score: -18679098.000000 Penalty: 5855.774902
	Iteration 22Q: 3 clusters Score -1.86791e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 130706 members 
Entering Unmasked Estep 
Score: -18679114.000000 Penalty: 5855.774902
	Iteration 23Q: 3 clusters Score -1.867911e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 130999 members 
Entering Unmasked Estep 
Score: -18679206.000000 Penalty: 5855.774902
	Iteration 24Q: 3 clusters Score -1.867921e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 131228 members 
Entering Unmasked Estep 
Score: -18679248.000000 Penalty: 5855.774902
	Iteration 25Q: 3 clusters Score -1.867925e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 131452 members 
Entering Unmasked Estep 
Score: -18679276.000000 Penalty: 5855.774902
	Iteration 26Q: 3 clusters Score -1.867928e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 131671 members 
Entering Unmasked Estep 
Score: -18679318.000000 Penalty: 5855.774902
	Iteration 27Q: 3 clusters Score -1.867932e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 131867 members 
Entering Unmasked Estep 
Score: -18679414.000000 Penalty: 5855.774902
	Iteration 28Q: 3 clusters Score -1.867941e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 132032 members 
Entering Unmasked Estep 
Score: -18679464.000000 Penalty: 5855.774902
	Iteration 29Q: 3 clusters Score -1.867946e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 132173 members 
Entering Unmasked Estep 
Score: -18679496.000000 Penalty: 5855.774902
	Iteration 30Q: 3 clusters Score -1.86795e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 132301 members 
Entering Unmasked Estep 
Score: -18679528.000000 Penalty: 5855.774902
	Iteration 31Q: 3 clusters Score -1.867953e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 132396 members 
Entering Unmasked Estep 
Score: -18679568.000000 Penalty: 5855.774902
	Iteration 32Q: 3 clusters Score -1.867957e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 132470 members 
Entering Unmasked Estep 
Score: -18679558.000000 Penalty: 5855.774902
	Iteration 33Q: 3 clusters Score -1.867956e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 132547 members 
Entering Unmasked Estep 
Score: -18679530.000000 Penalty: 5855.774902
	Iteration 34Q: 3 clusters Score -1.867953e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 132608 members 
Entering Unmasked Estep 
Score: -18679554.000000 Penalty: 5855.774902
	Iteration 35Q: 3 clusters Score -1.867955e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 132659 members 
Entering Unmasked Estep 
Score: -18679576.000000 Penalty: 5855.774902
	Iteration 36Q: 3 clusters Score -1.867958e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 132708 members 
Entering Unmasked Estep 
Score: -18679568.000000 Penalty: 5855.774902
	Iteration 37Q: 3 clusters Score -1.867957e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 132750 members 
Entering Unmasked Estep 
Score: -18679588.000000 Penalty: 5855.774902
	Iteration 38Q: 3 clusters Score -1.867959e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 132796 members 
Entering Unmasked Estep 
Score: -18679614.000000 Penalty: 5855.774902
	Iteration 39Q: 3 clusters Score -1.867961e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 132833 members 
Entering Unmasked Estep 
Score: -18679654.000000 Penalty: 5855.774902
	Iteration 40F: 3 clusters Score -1.867965e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 132866 members 
Entering Unmasked Estep 
Score: -18679682.000000 Penalty: 5855.774902
	Iteration 41Q: 3 clusters Score -1.867968e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 132890 members 
Entering Unmasked Estep 
Score: -18679650.000000 Penalty: 5855.774902
	Iteration 42Q: 3 clusters Score -1.867965e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 132907 members 
Entering Unmasked Estep 
Score: -18679676.000000 Penalty: 5855.774902
	Iteration 43Q: 3 clusters Score -1.867968e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 132922 members 
Entering Unmasked Estep 
Score: -18679668.000000 Penalty: 5855.774902
	Iteration 44Q: 3 clusters Score -1.867967e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 132937 members 
Entering Unmasked Estep 
Score: -18679670.000000 Penalty: 5855.774902
	Iteration 45Q: 3 clusters Score -1.867967e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 132963 members 
Entering Unmasked Estep 
Score: -18679666.000000 Penalty: 5855.774902
	Iteration 46Q: 3 clusters Score -1.867967e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 132989 members 
Entering Unmasked Estep 
Score: -18679670.000000 Penalty: 5855.774902
	Iteration 47Q: 3 clusters Score -1.867967e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 133015 members 
Entering Unmasked Estep 
Score: -18679692.000000 Penalty: 5855.774902
	Iteration 48Q: 3 clusters Score -1.867969e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 133034 members 
Entering Unmasked Estep 
Score: -18679706.000000 Penalty: 5855.774902
	Iteration 49Q: 3 clusters Score -1.867971e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 133053 members 
Entering Unmasked Estep 
Score: -18679716.000000 Penalty: 5855.774902
	Iteration 50Q: 3 clusters Score -1.867972e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 133066 members 
Entering Unmasked Estep 
Score: -18679734.000000 Penalty: 5855.774902
	Iteration 51Q: 3 clusters Score -1.867973e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 133076 members 
Entering Unmasked Estep 
Score: -18679740.000000 Penalty: 5855.774902
	Iteration 52Q: 3 clusters Score -1.867974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 133082 members 
Entering Unmasked Estep 
Score: -18679736.000000 Penalty: 5855.774902
	Iteration 53Q: 3 clusters Score -1.867974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 133090 members 
Entering Unmasked Estep 
Score: -18679746.000000 Penalty: 5855.774902
	Iteration 54Q: 3 clusters Score -1.867975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 133099 members 
Entering Unmasked Estep 
Score: -18679744.000000 Penalty: 5855.774902
	Iteration 55Q: 3 clusters Score -1.867974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 133108 members 
Entering Unmasked Estep 
Score: -18679744.000000 Penalty: 5855.774902
	Iteration 56Q: 3 clusters Score -1.867974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 133112 members 
Entering Unmasked Estep 
Score: -18679746.000000 Penalty: 5855.774902
	Iteration 57Q: 3 clusters Score -1.867975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 133114 members 
Entering Unmasked Estep 
Score: -18679746.000000 Penalty: 5855.774902
	Iteration 58Q: 3 clusters Score -1.867975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 133114 members 
Entering Unmasked Estep 
Score: -18679746.000000 Penalty: 5855.774902
	Iteration 59F: 3 clusters Score -1.867975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Entering Unmasked Estep 
Score: -777386.562500 Penalty: 2165.651611
	Iteration 0F: 2 clusters Score -777386.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -772129.875000 Penalty: 4331.303223
	Iteration 0F: 3 clusters Score -772129.9 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -773695.625000 Penalty: 4331.303223
	Iteration 1F: 3 clusters Score -773695.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -774355.562500 Penalty: 4331.303223
	Iteration 2F: 3 clusters Score -774355.6 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -775083.187500 Penalty: 4331.303223
	Iteration 3F: 3 clusters Score -775083.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -775857.062500 Penalty: 4331.303223
	Iteration 4F: 3 clusters Score -775857.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -776397.500000 Penalty: 4331.303223
	Iteration 5F: 3 clusters Score -776397.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -776722.937500 Penalty: 4331.303223
	Iteration 6F: 3 clusters Score -776722.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -776888.375000 Penalty: 4331.303223
	Iteration 7Q: 3 clusters Score -776888.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -776960.500000 Penalty: 4331.303223
	Iteration 8Q: 3 clusters Score -776960.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -777008.187500 Penalty: 4331.303223
	Iteration 9Q: 3 clusters Score -777008.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -777032.750000 Penalty: 4331.303223
	Iteration 10Q: 3 clusters Score -777032.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -777050.312500 Penalty: 4331.303223
	Iteration 11Q: 3 clusters Score -777050.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -777060.500000 Penalty: 4331.303223
	Iteration 12Q: 3 clusters Score -777060.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -777067.937500 Penalty: 4331.303223
	Iteration 13Q: 3 clusters Score -777067.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -777071.687500 Penalty: 4331.303223
	Iteration 14Q: 3 clusters Score -777071.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -777074.312500 Penalty: 4331.303223
	Iteration 15Q: 3 clusters Score -777074.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -777077.625000 Penalty: 4331.303223
	Iteration 16Q: 3 clusters Score -777077.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -777076.625000 Penalty: 4331.303223
	Iteration 17Q: 3 clusters Score -777076.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -777078.687500 Penalty: 4331.303223
	Iteration 18Q: 3 clusters Score -777078.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -777079.187500 Penalty: 4331.303223
	Iteration 19Q: 3 clusters Score -777079.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -777078.875000 Penalty: 4331.303223
	Iteration 20F: 3 clusters Score -777078.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -777079.687500 Penalty: 4331.303223
	Iteration 21Q: 3 clusters Score -777079.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -777080.500000 Penalty: 4331.303223
	Iteration 22Q: 3 clusters Score -777080.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -777080.062500 Penalty: 4331.303223
	Iteration 23Q: 3 clusters Score -777080.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -777080.875000 Penalty: 4331.303223
	Iteration 24Q: 3 clusters Score -777080.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -777080.875000 Penalty: 4331.303223
	Iteration 25F: 3 clusters Score -777080.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (159825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159825 members 
Entering Unmasked Estep 
Score: -22200978.000000 Penalty: 2971.494873
	Iteration 0F: 2 clusters Score -2.220098e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79725 members 
Mstep: Class 2 contains 80100 members 
Entering Unmasked Estep 
Score: -22098690.000000 Penalty: 5942.989746
	Iteration 0F: 3 clusters Score -2.209869e+07 nChanged 76324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75837 members 
Mstep: Class 2 contains 83988 members 
Entering Unmasked Estep 
Score: -22143124.000000 Penalty: 5942.989746
	Iteration 1F: 3 clusters Score -2.214312e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73126 members 
Mstep: Class 2 contains 86699 members 
Entering Unmasked Estep 
Score: -22144436.000000 Penalty: 5942.989746
	Iteration 2Q: 3 clusters Score -2.214444e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69031 members 
Mstep: Class 2 contains 90794 members 
Entering Unmasked Estep 
Score: -22146466.000000 Penalty: 5942.989746
	Iteration 3Q: 3 clusters Score -2.214647e+07 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62896 members 
Mstep: Class 2 contains 96929 members 
Entering Unmasked Estep 
Score: -22150166.000000 Penalty: 5942.989746
	Iteration 4Q: 3 clusters Score -2.215017e+07 nChanged 10158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 105341 members 
Entering Unmasked Estep 
Score: -22156308.000000 Penalty: 5942.989746
	Iteration 5F: 3 clusters Score -2.215631e+07 nChanged 12272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 116163 members 
Entering Unmasked Estep 
Score: -22165366.000000 Penalty: 5942.989746
	Iteration 6F: 3 clusters Score -2.216537e+07 nChanged 12809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 128122 members 
Entering Unmasked Estep 
Score: -22175620.000000 Penalty: 5942.989746
	Iteration 7F: 3 clusters Score -2.217562e+07 nChanged 11301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 139109 members 
Entering Unmasked Estep 
Score: -22184796.000000 Penalty: 5942.989746
	Iteration 8F: 3 clusters Score -2.21848e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 147040 members 
Entering Unmasked Estep 
Score: -22190556.000000 Penalty: 5942.989746
	Iteration 9F: 3 clusters Score -2.219056e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 152045 members 
Entering Unmasked Estep 
Score: -22194066.000000 Penalty: 5942.989746
	Iteration 10Q: 3 clusters Score -2.219407e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 155088 members 
Entering Unmasked Estep 
Score: -22196084.000000 Penalty: 5942.989746
	Iteration 11Q: 3 clusters Score -2.219608e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 156850 members 
Entering Unmasked Estep 
Score: -22197182.000000 Penalty: 5942.989746
	Iteration 12Q: 3 clusters Score -2.219718e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 157835 members 
Entering Unmasked Estep 
Score: -22197608.000000 Penalty: 5942.989746
	Iteration 13Q: 3 clusters Score -2.219761e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 158442 members 
Entering Unmasked Estep 
Score: -22197942.000000 Penalty: 5942.989746
	Iteration 14Q: 3 clusters Score -2.219794e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 158807 members 
Entering Unmasked Estep 
Score: -22198122.000000 Penalty: 5942.989746
	Iteration 15Q: 3 clusters Score -2.219812e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 159033 members 
Entering Unmasked Estep 
Score: -22198300.000000 Penalty: 5942.989746
	Iteration 16Q: 3 clusters Score -2.21983e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 159170 members 
Entering Unmasked Estep 
Score: -22198380.000000 Penalty: 5942.989746
	Iteration 17Q: 3 clusters Score -2.219838e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 159253 members 
Entering Unmasked Estep 
Score: -22198420.000000 Penalty: 5942.989746
	Iteration 18Q: 3 clusters Score -2.219842e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 159300 members 
Entering Unmasked Estep 
Score: -22198446.000000 Penalty: 5942.989746
	Iteration 19Q: 3 clusters Score -2.219845e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 159330 members 
Entering Unmasked Estep 
Score: -22198474.000000 Penalty: 5942.989746
	Iteration 20F: 3 clusters Score -2.219847e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 159349 members 
Entering Unmasked Estep 
Score: -22198490.000000 Penalty: 5942.989746
	Iteration 21Q: 3 clusters Score -2.219849e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 159366 members 
Entering Unmasked Estep 
Score: -22198478.000000 Penalty: 5942.989746
	Iteration 22Q: 3 clusters Score -2.219848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 159373 members 
Entering Unmasked Estep 
Score: -22198488.000000 Penalty: 5942.989746
	Iteration 23Q: 3 clusters Score -2.219849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 159380 members 
Entering Unmasked Estep 
Score: -22198490.000000 Penalty: 5942.989746
	Iteration 24Q: 3 clusters Score -2.219849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 159390 members 
Entering Unmasked Estep 
Score: -22198498.000000 Penalty: 5942.989746
	Iteration 25Q: 3 clusters Score -2.21985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 159397 members 
Entering Unmasked Estep 
Score: -22198520.000000 Penalty: 5942.989746
	Iteration 26Q: 3 clusters Score -2.219852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 159407 members 
Entering Unmasked Estep 
Score: -22198528.000000 Penalty: 5942.989746
	Iteration 27Q: 3 clusters Score -2.219853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 159418 members 
Entering Unmasked Estep 
Score: -22198530.000000 Penalty: 5942.989746
	Iteration 28Q: 3 clusters Score -2.219853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 159426 members 
Entering Unmasked Estep 
Score: -22198526.000000 Penalty: 5942.989746
	Iteration 29Q: 3 clusters Score -2.219853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 159431 members 
Entering Unmasked Estep 
Score: -22198506.000000 Penalty: 5942.989746
	Iteration 30Q: 3 clusters Score -2.219851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 159434 members 
Entering Unmasked Estep 
Score: -22198512.000000 Penalty: 5942.989746
	Iteration 31Q: 3 clusters Score -2.219851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 159434 members 
Entering Unmasked Estep 
Score: -22198520.000000 Penalty: 5942.989746
	Iteration 32Q: 3 clusters Score -2.219852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 159436 members 
Entering Unmasked Estep 
Score: -22198524.000000 Penalty: 5942.989746
	Iteration 33Q: 3 clusters Score -2.219852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 159438 members 
Entering Unmasked Estep 
Score: -22198524.000000 Penalty: 5942.989746
	Iteration 34Q: 3 clusters Score -2.219852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 159441 members 
Entering Unmasked Estep 
Score: -22198524.000000 Penalty: 5942.989746
	Iteration 35Q: 3 clusters Score -2.219852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 159442 members 
Entering Unmasked Estep 
Score: -22198536.000000 Penalty: 5942.989746
	Iteration 36Q: 3 clusters Score -2.219854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 159442 members 
Entering Unmasked Estep 
Score: -22198536.000000 Penalty: 5942.989746
	Iteration 37F: 3 clusters Score -2.219854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (146293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146293 members 
Entering Unmasked Estep 
Score: -20281458.000000 Penalty: 2949.554932
	Iteration 0F: 2 clusters Score -2.028146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73018 members 
Mstep: Class 2 contains 73275 members 
Entering Unmasked Estep 
Score: -20187222.000000 Penalty: 5899.109863
	Iteration 0F: 3 clusters Score -2.018722e+07 nChanged 69838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71602 members 
Mstep: Class 2 contains 74691 members 
Entering Unmasked Estep 
Score: -20227634.000000 Penalty: 5899.109863
	Iteration 1F: 3 clusters Score -2.022763e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70546 members 
Mstep: Class 2 contains 75747 members 
Entering Unmasked Estep 
Score: -20228486.000000 Penalty: 5899.109863
	Iteration 2Q: 3 clusters Score -2.022849e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68906 members 
Mstep: Class 2 contains 77387 members 
Entering Unmasked Estep 
Score: -20229670.000000 Penalty: 5899.109863
	Iteration 3Q: 3 clusters Score -2.022967e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66468 members 
Mstep: Class 2 contains 79825 members 
Entering Unmasked Estep 
Score: -20231142.000000 Penalty: 5899.109863
	Iteration 4Q: 3 clusters Score -2.023114e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62913 members 
Mstep: Class 2 contains 83380 members 
Entering Unmasked Estep 
Score: -20233318.000000 Penalty: 5899.109863
	Iteration 5Q: 3 clusters Score -2.023332e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57925 members 
Mstep: Class 2 contains 88368 members 
Entering Unmasked Estep 
Score: -20236732.000000 Penalty: 5899.109863
	Iteration 6Q: 3 clusters Score -2.023673e+07 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 95131 members 
Entering Unmasked Estep 
Score: -20241832.000000 Penalty: 5899.109863
	Iteration 7F: 3 clusters Score -2.024183e+07 nChanged 9341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 103272 members 
Entering Unmasked Estep 
Score: -20248636.000000 Penalty: 5899.109863
	Iteration 8F: 3 clusters Score -2.024864e+07 nChanged 9525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 111745 members 
Entering Unmasked Estep 
Score: -20256156.000000 Penalty: 5899.109863
	Iteration 9F: 3 clusters Score -2.025616e+07 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 119130 members 
Entering Unmasked Estep 
Score: -20262710.000000 Penalty: 5899.109863
	Iteration 10F: 3 clusters Score -2.026271e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 124803 members 
Entering Unmasked Estep 
Score: -20267030.000000 Penalty: 5899.109863
	Iteration 11Q: 3 clusters Score -2.026703e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 129055 members 
Entering Unmasked Estep 
Score: -20269876.000000 Penalty: 5899.109863
	Iteration 12Q: 3 clusters Score -2.026988e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 132429 members 
Entering Unmasked Estep 
Score: -20271888.000000 Penalty: 5899.109863
	Iteration 13Q: 3 clusters Score -2.027189e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 135216 members 
Entering Unmasked Estep 
Score: -20273486.000000 Penalty: 5899.109863
	Iteration 14Q: 3 clusters Score -2.027349e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 137486 members 
Entering Unmasked Estep 
Score: -20274616.000000 Penalty: 5899.109863
	Iteration 15Q: 3 clusters Score -2.027462e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 139311 members 
Entering Unmasked Estep 
Score: -20275554.000000 Penalty: 5899.109863
	Iteration 16Q: 3 clusters Score -2.027555e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 140729 members 
Entering Unmasked Estep 
Score: -20276392.000000 Penalty: 5899.109863
	Iteration 17Q: 3 clusters Score -2.027639e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 141836 members 
Entering Unmasked Estep 
Score: -20276934.000000 Penalty: 5899.109863
	Iteration 18Q: 3 clusters Score -2.027693e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 142674 members 
Entering Unmasked Estep 
Score: -20277402.000000 Penalty: 5899.109863
	Iteration 19Q: 3 clusters Score -2.02774e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 143296 members 
Entering Unmasked Estep 
Score: -20277718.000000 Penalty: 5899.109863
	Iteration 20F: 3 clusters Score -2.027772e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 143782 members 
Entering Unmasked Estep 
Score: -20278004.000000 Penalty: 5899.109863
	Iteration 21Q: 3 clusters Score -2.0278e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 144159 members 
Entering Unmasked Estep 
Score: -20278160.000000 Penalty: 5899.109863
	Iteration 22Q: 3 clusters Score -2.027816e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 144437 members 
Entering Unmasked Estep 
Score: -20278362.000000 Penalty: 5899.109863
	Iteration 23Q: 3 clusters Score -2.027836e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 144636 members 
Entering Unmasked Estep 
Score: -20278476.000000 Penalty: 5899.109863
	Iteration 24Q: 3 clusters Score -2.027848e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 144787 members 
Entering Unmasked Estep 
Score: -20278542.000000 Penalty: 5899.109863
	Iteration 25Q: 3 clusters Score -2.027854e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 144900 members 
Entering Unmasked Estep 
Score: -20278626.000000 Penalty: 5899.109863
	Iteration 26Q: 3 clusters Score -2.027863e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 144982 members 
Entering Unmasked Estep 
Score: -20278672.000000 Penalty: 5899.109863
	Iteration 27Q: 3 clusters Score -2.027867e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 145070 members 
Entering Unmasked Estep 
Score: -20278690.000000 Penalty: 5899.109863
	Iteration 28Q: 3 clusters Score -2.027869e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 145138 members 
Entering Unmasked Estep 
Score: -20278716.000000 Penalty: 5899.109863
	Iteration 29Q: 3 clusters Score -2.027872e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 145197 members 
Entering Unmasked Estep 
Score: -20278752.000000 Penalty: 5899.109863
	Iteration 30Q: 3 clusters Score -2.027875e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 145245 members 
Entering Unmasked Estep 
Score: -20278766.000000 Penalty: 5899.109863
	Iteration 31Q: 3 clusters Score -2.027877e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 145285 members 
Entering Unmasked Estep 
Score: -20278772.000000 Penalty: 5899.109863
	Iteration 32Q: 3 clusters Score -2.027877e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 145311 members 
Entering Unmasked Estep 
Score: -20278788.000000 Penalty: 5899.109863
	Iteration 33Q: 3 clusters Score -2.027879e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 145335 members 
Entering Unmasked Estep 
Score: -20278792.000000 Penalty: 5899.109863
	Iteration 34Q: 3 clusters Score -2.027879e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 145359 members 
Entering Unmasked Estep 
Score: -20278804.000000 Penalty: 5899.109863
	Iteration 35Q: 3 clusters Score -2.02788e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 145374 members 
Entering Unmasked Estep 
Score: -20278810.000000 Penalty: 5899.109863
	Iteration 36Q: 3 clusters Score -2.027881e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 145391 members 
Entering Unmasked Estep 
Score: -20278818.000000 Penalty: 5899.109863
	Iteration 37Q: 3 clusters Score -2.027882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 145398 members 
Entering Unmasked Estep 
Score: -20278806.000000 Penalty: 5899.109863
	Iteration 38Q: 3 clusters Score -2.027881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 145401 members 
Entering Unmasked Estep 
Score: -20278806.000000 Penalty: 5899.109863
	Iteration 39Q: 3 clusters Score -2.027881e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 145411 members 
Entering Unmasked Estep 
Score: -20278802.000000 Penalty: 5899.109863
	Iteration 40F: 3 clusters Score -2.02788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 145424 members 
Entering Unmasked Estep 
Score: -20278816.000000 Penalty: 5899.109863
	Iteration 41Q: 3 clusters Score -2.027882e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 145432 members 
Entering Unmasked Estep 
Score: -20278848.000000 Penalty: 5899.109863
	Iteration 42Q: 3 clusters Score -2.027885e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 145445 members 
Entering Unmasked Estep 
Score: -20278848.000000 Penalty: 5899.109863
	Iteration 43Q: 3 clusters Score -2.027885e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 145456 members 
Entering Unmasked Estep 
Score: -20278866.000000 Penalty: 5899.109863
	Iteration 44Q: 3 clusters Score -2.027887e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 145463 members 
Entering Unmasked Estep 
Score: -20278890.000000 Penalty: 5899.109863
	Iteration 45Q: 3 clusters Score -2.027889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 145466 members 
Entering Unmasked Estep 
Score: -20278880.000000 Penalty: 5899.109863
	Iteration 46Q: 3 clusters Score -2.027888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 145466 members 
Entering Unmasked Estep 
Score: -20278880.000000 Penalty: 5899.109863
	Iteration 47Q: 3 clusters Score -2.027888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 145465 members 
Entering Unmasked Estep 
Score: -20278884.000000 Penalty: 5899.109863
	Iteration 48Q: 3 clusters Score -2.027888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 145463 members 
Entering Unmasked Estep 
Score: -20278872.000000 Penalty: 5899.109863
	Iteration 49Q: 3 clusters Score -2.027887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 145464 members 
Entering Unmasked Estep 
Score: -20278888.000000 Penalty: 5899.109863
	Iteration 50Q: 3 clusters Score -2.027889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 145465 members 
Entering Unmasked Estep 
Score: -20278886.000000 Penalty: 5899.109863
	Iteration 51Q: 3 clusters Score -2.027889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 145467 members 
Entering Unmasked Estep 
Score: -20278896.000000 Penalty: 5899.109863
	Iteration 52Q: 3 clusters Score -2.02789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 145468 members 
Entering Unmasked Estep 
Score: -20278892.000000 Penalty: 5899.109863
	Iteration 53Q: 3 clusters Score -2.027889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 145469 members 
Entering Unmasked Estep 
Score: -20278880.000000 Penalty: 5899.109863
	Iteration 54Q: 3 clusters Score -2.027888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 145470 members 
Entering Unmasked Estep 
Score: -20278882.000000 Penalty: 5899.109863
	Iteration 55Q: 3 clusters Score -2.027888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 145471 members 
Entering Unmasked Estep 
Score: -20278890.000000 Penalty: 5899.109863
	Iteration 56Q: 3 clusters Score -2.027889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 145473 members 
Entering Unmasked Estep 
Score: -20278896.000000 Penalty: 5899.109863
	Iteration 57Q: 3 clusters Score -2.02789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 145475 members 
Entering Unmasked Estep 
Score: -20278890.000000 Penalty: 5899.109863
	Iteration 58Q: 3 clusters Score -2.027889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 145475 members 
Entering Unmasked Estep 
Score: -20278890.000000 Penalty: 5899.109863
	Iteration 59F: 3 clusters Score -2.027889e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Entering Unmasked Estep 
Score: -6730633.500000 Penalty: 2674.402588
	Iteration 0F: 2 clusters Score -6730634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -6698248.500000 Penalty: 5348.805176
	Iteration 0F: 3 clusters Score -6698248 nChanged 22304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -6710518.000000 Penalty: 5348.805176
	Iteration 1F: 3 clusters Score -6710518 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -6710996.500000 Penalty: 5348.805176
	Iteration 2Q: 3 clusters Score -6710996 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -6711428.500000 Penalty: 5348.805176
	Iteration 3Q: 3 clusters Score -6711428 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -6711940.000000 Penalty: 5348.805176
	Iteration 4Q: 3 clusters Score -6711940 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -6712478.500000 Penalty: 5348.805176
	Iteration 5Q: 3 clusters Score -6712478 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -6713038.500000 Penalty: 5348.805176
	Iteration 6Q: 3 clusters Score -6713038 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -6713736.500000 Penalty: 5348.805176
	Iteration 7Q: 3 clusters Score -6713736 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -6714565.500000 Penalty: 5348.805176
	Iteration 8Q: 3 clusters Score -6714566 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -6715726.500000 Penalty: 5348.805176
	Iteration 9Q: 3 clusters Score -6715726 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -6717154.500000 Penalty: 5348.805176
	Iteration 10Q: 3 clusters Score -6717154 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -6718701.000000 Penalty: 5348.805176
	Iteration 11F: 3 clusters Score -6718701 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -6720115.000000 Penalty: 5348.805176
	Iteration 12F: 3 clusters Score -6720115 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -6721056.500000 Penalty: 5348.805176
	Iteration 13Q: 3 clusters Score -6721056 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6721660 nChanged 1141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6721974 nChanged 813
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6722164 nChanged 621
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6722265 nChanged 526
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6722397 nChanged 446
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6722463 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -6722552.500000 Penalty: 5348.805176
	Iteration 20F: 3 clusters Score -6722552 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6722642 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -6722735.500000 Penalty: 5348.805176
	Iteration 22Q: 3 clusters Score -6722736 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6722814 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -6722871.500000 Penalty: 5348.805176
	Iteration 24Q: 3 clusters Score -6722872 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6722969 nChanged 378
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6723046 nChanged 376
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6723082 nChanged 370
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6723140 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -6723217.500000 Penalty: 5348.805176
	Iteration 29Q: 3 clusters Score -6723218 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6723284 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -6723313.000000 Penalty: 5348.805176
	Iteration 31Q: 3 clusters Score -6723313 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6723369 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -6723395.500000 Penalty: 5348.805176
	Iteration 33Q: 3 clusters Score -6723396 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -6723409.500000 Penalty: 5348.805176
	Iteration 34Q: 3 clusters Score -6723410 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6723439 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6723479 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6723508 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6723548 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6723590 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -6723612.000000 Penalty: 5348.805176
	Iteration 40F: 3 clusters Score -6723612 nChanged 190
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Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6723610 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6723615 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6723636 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6723660 nChanged 157
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Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6723666 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6723662 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6723674 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6723684 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6723712 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6723724 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6723729 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6723764 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6723768 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -6723794.500000 Penalty: 5348.805176
	Iteration 54Q: 3 clusters Score -6723794 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6723829 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6723856 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -6723869.500000 Penalty: 5348.805176
	Iteration 57Q: 3 clusters Score -6723870 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -6723884.000000 Penalty: 5348.805176
	Iteration 58Q: 3 clusters Score -6723884 nChanged 134
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Mstep: Class 1 contains 25300 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6723890 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -6723908.000000 Penalty: 5348.805176
	Iteration 60F: 3 clusters Score -6723908 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -6723918.000000 Penalty: 5348.805176
	Iteration 61Q: 3 clusters Score -6723918 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25756 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6723942 nChanged 197
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Mstep: Class 1 contains 25949 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6723962 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6723991 nChanged 238
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Mstep: Class 1 contains 26397 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6724030 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26627 members 
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Entering Unmasked Estep 
Score: -6724062.500000 Penalty: 5348.805176
	Iteration 66Q: 3 clusters Score -6724062 nChanged 282
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Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6724106 nChanged 295
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Mstep: Class 1 contains 27184 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6724146 nChanged 281
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Mstep: Class 1 contains 27455 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6724170 nChanged 292
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Mstep: Class 1 contains 27745 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6724222 nChanged 279
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Mstep: Class 1 contains 28022 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6724264 nChanged 301
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Mstep: Class 1 contains 28323 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6724310 nChanged 307
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6724392 nChanged 334
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6724436 nChanged 353
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Mstep: Class 1 contains 29301 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6724518 nChanged 353
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Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6724583 nChanged 373
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Mstep: Class 1 contains 30023 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6724648 nChanged 342
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Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6724702 nChanged 340
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Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -6724755.500000 Penalty: 5348.805176
	Iteration 79Q: 3 clusters Score -6724756 nChanged 373
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Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -6724800.500000 Penalty: 5348.805176
	Iteration 80F: 3 clusters Score -6724800 nChanged 367
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6724871 nChanged 432
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Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6724956 nChanged 408
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Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -6725041.500000 Penalty: 5348.805176
	Iteration 83Q: 3 clusters Score -6725042 nChanged 393
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Mstep: Class 1 contains 32672 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6725100 nChanged 383
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Mstep: Class 1 contains 33053 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6725156 nChanged 383
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Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6725239 nChanged 394
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Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6725330 nChanged 421
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Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6725432 nChanged 405
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Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6725502 nChanged 369
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Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6725554 nChanged 375
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Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6725660 nChanged 334
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Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6725748 nChanged 331
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Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6725826 nChanged 306
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Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6725860 nChanged 319
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Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6725933 nChanged 313
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Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6725970 nChanged 313
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Mstep: Class 1 contains 37310 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6726048 nChanged 284
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Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6726097 nChanged 305
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Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6726190 nChanged 292
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Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -6726240.500000 Penalty: 5348.805176
	Iteration 100F: 3 clusters Score -6726240 nChanged 334
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Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6726326 nChanged 327
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Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -6726403.500000 Penalty: 5348.805176
	Iteration 102Q: 3 clusters Score -6726404 nChanged 327
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Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6726503 nChanged 343
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6726574 nChanged 339
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Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6726696 nChanged 334
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Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6726800 nChanged 304
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Mstep: Class 1 contains 40461 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6726860 nChanged 293
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Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -6726932.500000 Penalty: 5348.805176
	Iteration 108Q: 3 clusters Score -6726932 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -6727007.000000 Penalty: 5348.805176
	Iteration 109Q: 3 clusters Score -6727007 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -6727091.500000 Penalty: 5348.805176
	Iteration 110Q: 3 clusters Score -6727092 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -6727140.500000 Penalty: 5348.805176
	Iteration 111Q: 3 clusters Score -6727140 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -6727228.500000 Penalty: 5348.805176
	Iteration 112Q: 3 clusters Score -6727228 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -6727305.000000 Penalty: 5348.805176
	Iteration 113Q: 3 clusters Score -6727305 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -6727328.500000 Penalty: 5348.805176
	Iteration 114Q: 3 clusters Score -6727328 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -6727328.500000 Penalty: 5348.805176
	Iteration 115Q: 3 clusters Score -6727328 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6727374 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -6727387.500000 Penalty: 5348.805176
	Iteration 117Q: 3 clusters Score -6727388 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -6727426.000000 Penalty: 5348.805176
	Iteration 118Q: 3 clusters Score -6727426 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -6727453.000000 Penalty: 5348.805176
	Iteration 119Q: 3 clusters Score -6727453 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -6727466.000000 Penalty: 5348.805176
	Iteration 120F: 3 clusters Score -6727466 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -6727493.000000 Penalty: 5348.805176
	Iteration 121Q: 3 clusters Score -6727493 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -6727521.500000 Penalty: 5348.805176
	Iteration 122Q: 3 clusters Score -6727522 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -6727550.500000 Penalty: 5348.805176
	Iteration 123Q: 3 clusters Score -6727550 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -6727608.500000 Penalty: 5348.805176
	Iteration 124Q: 3 clusters Score -6727608 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -6727640.000000 Penalty: 5348.805176
	Iteration 125Q: 3 clusters Score -6727640 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -6727668.000000 Penalty: 5348.805176
	Iteration 126Q: 3 clusters Score -6727668 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -6727709.000000 Penalty: 5348.805176
	Iteration 127Q: 3 clusters Score -6727709 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -6727744.500000 Penalty: 5348.805176
	Iteration 128Q: 3 clusters Score -6727744 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -6727735.000000 Penalty: 5348.805176
	Iteration 129Q: 3 clusters Score -6727735 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -6727760.500000 Penalty: 5348.805176
	Iteration 130Q: 3 clusters Score -6727760 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -6727794.500000 Penalty: 5348.805176
	Iteration 131Q: 3 clusters Score -6727794 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -6727820.000000 Penalty: 5348.805176
	Iteration 132Q: 3 clusters Score -6727820 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -6727845.000000 Penalty: 5348.805176
	Iteration 133Q: 3 clusters Score -6727845 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -6727856.000000 Penalty: 5348.805176
	Iteration 134Q: 3 clusters Score -6727856 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -6727872.500000 Penalty: 5348.805176
	Iteration 135Q: 3 clusters Score -6727872 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -6727889.500000 Penalty: 5348.805176
	Iteration 136Q: 3 clusters Score -6727890 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -6727912.000000 Penalty: 5348.805176
	Iteration 137Q: 3 clusters Score -6727912 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -6727935.500000 Penalty: 5348.805176
	Iteration 138Q: 3 clusters Score -6727936 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -6727940.500000 Penalty: 5348.805176
	Iteration 139Q: 3 clusters Score -6727940 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -6727985.500000 Penalty: 5348.805176
	Iteration 140F: 3 clusters Score -6727986 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -6728006.000000 Penalty: 5348.805176
	Iteration 141Q: 3 clusters Score -6728006 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -6728020.000000 Penalty: 5348.805176
	Iteration 142Q: 3 clusters Score -6728020 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -6728038.500000 Penalty: 5348.805176
	Iteration 143Q: 3 clusters Score -6728038 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -6728041.000000 Penalty: 5348.805176
	Iteration 144Q: 3 clusters Score -6728041 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -6728067.000000 Penalty: 5348.805176
	Iteration 145Q: 3 clusters Score -6728067 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -6728068.000000 Penalty: 5348.805176
	Iteration 146Q: 3 clusters Score -6728068 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -6728086.500000 Penalty: 5348.805176
	Iteration 147Q: 3 clusters Score -6728086 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -6728108.500000 Penalty: 5348.805176
	Iteration 148Q: 3 clusters Score -6728108 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -6728121.500000 Penalty: 5348.805176
	Iteration 149Q: 3 clusters Score -6728122 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -6728132.500000 Penalty: 5348.805176
	Iteration 150Q: 3 clusters Score -6728132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -6728137.500000 Penalty: 5348.805176
	Iteration 151Q: 3 clusters Score -6728138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -6728142.500000 Penalty: 5348.805176
	Iteration 152Q: 3 clusters Score -6728142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -6728157.000000 Penalty: 5348.805176
	Iteration 153Q: 3 clusters Score -6728157 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -6728159.500000 Penalty: 5348.805176
	Iteration 154Q: 3 clusters Score -6728160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -6728163.000000 Penalty: 5348.805176
	Iteration 155Q: 3 clusters Score -6728163 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -6728167.000000 Penalty: 5348.805176
	Iteration 156Q: 3 clusters Score -6728167 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6728173.500000 Penalty: 5348.805176
	Iteration 157Q: 3 clusters Score -6728174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6728174.500000 Penalty: 5348.805176
	Iteration 158Q: 3 clusters Score -6728174 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -6728201.500000 Penalty: 5348.805176
	Iteration 159Q: 3 clusters Score -6728202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -6728195.000000 Penalty: 5348.805176
	Iteration 160F: 3 clusters Score -6728195 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -6728198.000000 Penalty: 5348.805176
	Iteration 161Q: 3 clusters Score -6728198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -6728212.500000 Penalty: 5348.805176
	Iteration 162Q: 3 clusters Score -6728212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6728216.500000 Penalty: 5348.805176
	Iteration 163Q: 3 clusters Score -6728216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6728234.500000 Penalty: 5348.805176
	Iteration 164Q: 3 clusters Score -6728234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -6728239.500000 Penalty: 5348.805176
	Iteration 165Q: 3 clusters Score -6728240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -6728258.500000 Penalty: 5348.805176
	Iteration 166Q: 3 clusters Score -6728258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6728279.000000 Penalty: 5348.805176
	Iteration 167Q: 3 clusters Score -6728279 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -6728275.500000 Penalty: 5348.805176
	Iteration 168Q: 3 clusters Score -6728276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -6728284.000000 Penalty: 5348.805176
	Iteration 169Q: 3 clusters Score -6728284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6728292.500000 Penalty: 5348.805176
	Iteration 170Q: 3 clusters Score -6728292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6728291.500000 Penalty: 5348.805176
	Iteration 171Q: 3 clusters Score -6728292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -6728297.500000 Penalty: 5348.805176
	Iteration 172Q: 3 clusters Score -6728298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6728306.000000 Penalty: 5348.805176
	Iteration 173Q: 3 clusters Score -6728306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -6728303.500000 Penalty: 5348.805176
	Iteration 174Q: 3 clusters Score -6728304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -6728315.500000 Penalty: 5348.805176
	Iteration 175Q: 3 clusters Score -6728316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6728318.000000 Penalty: 5348.805176
	Iteration 176Q: 3 clusters Score -6728318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -6728339.000000 Penalty: 5348.805176
	Iteration 177Q: 3 clusters Score -6728339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6728342.000000 Penalty: 5348.805176
	Iteration 178Q: 3 clusters Score -6728342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6728344.000000 Penalty: 5348.805176
	Iteration 179Q: 3 clusters Score -6728344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6728349.000000 Penalty: 5348.805176
	Iteration 180F: 3 clusters Score -6728349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6728358.000000 Penalty: 5348.805176
	Iteration 181Q: 3 clusters Score -6728358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6728365.000000 Penalty: 5348.805176
	Iteration 182Q: 3 clusters Score -6728365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6728376.500000 Penalty: 5348.805176
	Iteration 183Q: 3 clusters Score -6728376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -6728367.000000 Penalty: 5348.805176
	Iteration 184Q: 3 clusters Score -6728367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6728368.000000 Penalty: 5348.805176
	Iteration 185Q: 3 clusters Score -6728368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6728371.000000 Penalty: 5348.805176
	Iteration 186Q: 3 clusters Score -6728371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6728365.000000 Penalty: 5348.805176
	Iteration 187Q: 3 clusters Score -6728365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6728367.500000 Penalty: 5348.805176
	Iteration 188Q: 3 clusters Score -6728368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -6728365.000000 Penalty: 5348.805176
	Iteration 189Q: 3 clusters Score -6728365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6728363.000000 Penalty: 5348.805176
	Iteration 190Q: 3 clusters Score -6728363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -6728369.500000 Penalty: 5348.805176
	Iteration 191Q: 3 clusters Score -6728370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -6728368.000000 Penalty: 5348.805176
	Iteration 192Q: 3 clusters Score -6728368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46814 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6728370.500000 Penalty: 5348.805176
	Iteration 193Q: 3 clusters Score -6728370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -6728372.500000 Penalty: 5348.805176
	Iteration 194Q: 3 clusters Score -6728372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -6728376.500000 Penalty: 5348.805176
	Iteration 195Q: 3 clusters Score -6728376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -6728372.000000 Penalty: 5348.805176
	Iteration 196Q: 3 clusters Score -6728372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6728373.500000 Penalty: 5348.805176
	Iteration 197Q: 3 clusters Score -6728374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6728373.500000 Penalty: 5348.805176
	Iteration 198F: 3 clusters Score -6728374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Entering Unmasked Estep 
Score: -931200.250000 Penalty: 2184.586914
	Iteration 0F: 2 clusters Score -931200.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -925638.812500 Penalty: 4369.173828
	Iteration 0F: 3 clusters Score -925638.8 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -927331.187500 Penalty: 4369.173828
	Iteration 1F: 3 clusters Score -927331.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -927929.937500 Penalty: 4369.173828
	Iteration 2F: 3 clusters Score -927929.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -928588.312500 Penalty: 4369.173828
	Iteration 3F: 3 clusters Score -928588.3 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -929222.812500 Penalty: 4369.173828
	Iteration 4F: 3 clusters Score -929222.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -929684.937500 Penalty: 4369.173828
	Iteration 5F: 3 clusters Score -929684.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -930074.500000 Penalty: 4369.173828
	Iteration 6F: 3 clusters Score -930074.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -930389.125000 Penalty: 4369.173828
	Iteration 7Q: 3 clusters Score -930389.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -930607.875000 Penalty: 4369.173828
	Iteration 8Q: 3 clusters Score -930607.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -930727.187500 Penalty: 4369.173828
	Iteration 9Q: 3 clusters Score -930727.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -930800.812500 Penalty: 4369.173828
	Iteration 10Q: 3 clusters Score -930800.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -930852.187500 Penalty: 4369.173828
	Iteration 11Q: 3 clusters Score -930852.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -930886.437500 Penalty: 4369.173828
	Iteration 12Q: 3 clusters Score -930886.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -930899.187500 Penalty: 4369.173828
	Iteration 13Q: 3 clusters Score -930899.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -930908.250000 Penalty: 4369.173828
	Iteration 14Q: 3 clusters Score -930908.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -930910.000000 Penalty: 4369.173828
	Iteration 15Q: 3 clusters Score -930910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -930912.625000 Penalty: 4369.173828
	Iteration 16Q: 3 clusters Score -930912.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -930914.312500 Penalty: 4369.173828
	Iteration 17Q: 3 clusters Score -930914.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -930915.812500 Penalty: 4369.173828
	Iteration 18Q: 3 clusters Score -930915.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -930917.687500 Penalty: 4369.173828
	Iteration 19Q: 3 clusters Score -930917.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -930916.937500 Penalty: 4369.173828
	Iteration 20F: 3 clusters Score -930916.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Entering Unmasked Estep 
Score: -1174188.000000 Penalty: 2249.228027
	Iteration 0F: 2 clusters Score -1174188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1167318.375000 Penalty: 4498.456055
	Iteration 0F: 3 clusters Score -1167318 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1169162.250000 Penalty: 4498.456055
	Iteration 1F: 3 clusters Score -1169162 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1169475.625000 Penalty: 4498.456055
	Iteration 2F: 3 clusters Score -1169476 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1169767.250000 Penalty: 4498.456055
	Iteration 3F: 3 clusters Score -1169767 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1170102.500000 Penalty: 4498.456055
	Iteration 4F: 3 clusters Score -1170102 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1170531.500000 Penalty: 4498.456055
	Iteration 5F: 3 clusters Score -1170532 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1171078.000000 Penalty: 4498.456055
	Iteration 6F: 3 clusters Score -1171078 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1171660.125000 Penalty: 4498.456055
	Iteration 7F: 3 clusters Score -1171660 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1172104.500000 Penalty: 4498.456055
	Iteration 8F: 3 clusters Score -1172104 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1172361.125000 Penalty: 4498.456055
	Iteration 9Q: 3 clusters Score -1172361 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1172490.125000 Penalty: 4498.456055
	Iteration 10Q: 3 clusters Score -1172490 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1172560.875000 Penalty: 4498.456055
	Iteration 11Q: 3 clusters Score -1172561 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1172600.875000 Penalty: 4498.456055
	Iteration 12Q: 3 clusters Score -1172601 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1172623.750000 Penalty: 4498.456055
	Iteration 13Q: 3 clusters Score -1172624 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1172640.750000 Penalty: 4498.456055
	Iteration 14Q: 3 clusters Score -1172641 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1172657.625000 Penalty: 4498.456055
	Iteration 15Q: 3 clusters Score -1172658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1172665.500000 Penalty: 4498.456055
	Iteration 16Q: 3 clusters Score -1172666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1172671.625000 Penalty: 4498.456055
	Iteration 17Q: 3 clusters Score -1172672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1172680.750000 Penalty: 4498.456055
	Iteration 18Q: 3 clusters Score -1172681 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1172693.000000 Penalty: 4498.456055
	Iteration 19Q: 3 clusters Score -1172693 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1172705.625000 Penalty: 4498.456055
	Iteration 20F: 3 clusters Score -1172706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1172712.500000 Penalty: 4498.456055
	Iteration 21Q: 3 clusters Score -1172712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1172719.250000 Penalty: 4498.456055
	Iteration 22Q: 3 clusters Score -1172719 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1172726.250000 Penalty: 4498.456055
	Iteration 23Q: 3 clusters Score -1172726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1172728.250000 Penalty: 4498.456055
	Iteration 24Q: 3 clusters Score -1172728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1172729.500000 Penalty: 4498.456055
	Iteration 25Q: 3 clusters Score -1172730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1172731.500000 Penalty: 4498.456055
	Iteration 26Q: 3 clusters Score -1172732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1172732.875000 Penalty: 4498.456055
	Iteration 27Q: 3 clusters Score -1172733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1172735.375000 Penalty: 4498.456055
	Iteration 28Q: 3 clusters Score -1172735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1172739.875000 Penalty: 4498.456055
	Iteration 29Q: 3 clusters Score -1172740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1172745.250000 Penalty: 4498.456055
	Iteration 30Q: 3 clusters Score -1172745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1172753.875000 Penalty: 4498.456055
	Iteration 31Q: 3 clusters Score -1172754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1172762.125000 Penalty: 4498.456055
	Iteration 32Q: 3 clusters Score -1172762 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1172773.250000 Penalty: 4498.456055
	Iteration 33Q: 3 clusters Score -1172773 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1172784.500000 Penalty: 4498.456055
	Iteration 34Q: 3 clusters Score -1172784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1172792.375000 Penalty: 4498.456055
	Iteration 35Q: 3 clusters Score -1172792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1172798.250000 Penalty: 4498.456055
	Iteration 36Q: 3 clusters Score -1172798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1172809.000000 Penalty: 4498.456055
	Iteration 37Q: 3 clusters Score -1172809 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1172815.125000 Penalty: 4498.456055
	Iteration 38Q: 3 clusters Score -1172815 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1172823.000000 Penalty: 4498.456055
	Iteration 39Q: 3 clusters Score -1172823 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1172830.625000 Penalty: 4498.456055
	Iteration 40F: 3 clusters Score -1172831 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1172841.000000 Penalty: 4498.456055
	Iteration 41Q: 3 clusters Score -1172841 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1172852.625000 Penalty: 4498.456055
	Iteration 42Q: 3 clusters Score -1172853 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1172858.500000 Penalty: 4498.456055
	Iteration 43Q: 3 clusters Score -1172858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1172871.500000 Penalty: 4498.456055
	Iteration 44Q: 3 clusters Score -1172872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1172877.625000 Penalty: 4498.456055
	Iteration 45Q: 3 clusters Score -1172878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1172881.125000 Penalty: 4498.456055
	Iteration 46Q: 3 clusters Score -1172881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1172886.000000 Penalty: 4498.456055
	Iteration 47Q: 3 clusters Score -1172886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1172897.625000 Penalty: 4498.456055
	Iteration 48Q: 3 clusters Score -1172898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1172902.875000 Penalty: 4498.456055
	Iteration 49Q: 3 clusters Score -1172903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1172906.750000 Penalty: 4498.456055
	Iteration 50Q: 3 clusters Score -1172907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1172911.500000 Penalty: 4498.456055
	Iteration 51Q: 3 clusters Score -1172912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1172915.875000 Penalty: 4498.456055
	Iteration 52Q: 3 clusters Score -1172916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1172922.875000 Penalty: 4498.456055
	Iteration 53Q: 3 clusters Score -1172923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1172923.375000 Penalty: 4498.456055
	Iteration 54Q: 3 clusters Score -1172923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1172932.125000 Penalty: 4498.456055
	Iteration 55Q: 3 clusters Score -1172932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1172935.500000 Penalty: 4498.456055
	Iteration 56Q: 3 clusters Score -1172936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1172938.125000 Penalty: 4498.456055
	Iteration 57Q: 3 clusters Score -1172938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1172938.125000 Penalty: 4498.456055
	Iteration 58Q: 3 clusters Score -1172938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1172938.125000 Penalty: 4498.456055
	Iteration 59Q: 3 clusters Score -1172938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1172942.500000 Penalty: 4498.456055
	Iteration 60F: 3 clusters Score -1172942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1172946.750000 Penalty: 4498.456055
	Iteration 61Q: 3 clusters Score -1172947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1172951.875000 Penalty: 4498.456055
	Iteration 62Q: 3 clusters Score -1172952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1172955.875000 Penalty: 4498.456055
	Iteration 63Q: 3 clusters Score -1172956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1172963.500000 Penalty: 4498.456055
	Iteration 64Q: 3 clusters Score -1172964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1172968.125000 Penalty: 4498.456055
	Iteration 65Q: 3 clusters Score -1172968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1172968.375000 Penalty: 4498.456055
	Iteration 66Q: 3 clusters Score -1172968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1172973.875000 Penalty: 4498.456055
	Iteration 67Q: 3 clusters Score -1172974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1172981.000000 Penalty: 4498.456055
	Iteration 68Q: 3 clusters Score -1172981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1172981.875000 Penalty: 4498.456055
	Iteration 69Q: 3 clusters Score -1172982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1172985.625000 Penalty: 4498.456055
	Iteration 70Q: 3 clusters Score -1172986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1172989.000000 Penalty: 4498.456055
	Iteration 71Q: 3 clusters Score -1172989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1172991.750000 Penalty: 4498.456055
	Iteration 72Q: 3 clusters Score -1172992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1172993.375000 Penalty: 4498.456055
	Iteration 73Q: 3 clusters Score -1172993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1172994.000000 Penalty: 4498.456055
	Iteration 74Q: 3 clusters Score -1172994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1172995.500000 Penalty: 4498.456055
	Iteration 75Q: 3 clusters Score -1172996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1172997.000000 Penalty: 4498.456055
	Iteration 76Q: 3 clusters Score -1172997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1172995.875000 Penalty: 4498.456055
	Iteration 77Q: 3 clusters Score -1172996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1172997.625000 Penalty: 4498.456055
	Iteration 78Q: 3 clusters Score -1172998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1172999.000000 Penalty: 4498.456055
	Iteration 79Q: 3 clusters Score -1172999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1172997.750000 Penalty: 4498.456055
	Iteration 80F: 3 clusters Score -1172998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1172997.000000 Penalty: 4498.456055
	Iteration 81Q: 3 clusters Score -1172997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1172997.125000 Penalty: 4498.456055
	Iteration 82Q: 3 clusters Score -1172997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1172999.000000 Penalty: 4498.456055
	Iteration 83Q: 3 clusters Score -1172999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1172997.875000 Penalty: 4498.456055
	Iteration 84Q: 3 clusters Score -1172998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1172999.000000 Penalty: 4498.456055
	Iteration 85Q: 3 clusters Score -1172999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1173000.375000 Penalty: 4498.456055
	Iteration 86Q: 3 clusters Score -1173000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1173002.375000 Penalty: 4498.456055
	Iteration 87Q: 3 clusters Score -1173002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1173002.375000 Penalty: 4498.456055
	Iteration 88Q: 3 clusters Score -1173002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1173003.000000 Penalty: 4498.456055
	Iteration 89Q: 3 clusters Score -1173003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1173002.375000 Penalty: 4498.456055
	Iteration 90Q: 3 clusters Score -1173002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1173003.500000 Penalty: 4498.456055
	Iteration 91Q: 3 clusters Score -1173004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1173002.875000 Penalty: 4498.456055
	Iteration 92Q: 3 clusters Score -1173003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1173004.250000 Penalty: 4498.456055
	Iteration 93Q: 3 clusters Score -1173004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1173004.125000 Penalty: 4498.456055
	Iteration 94Q: 3 clusters Score -1173004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1173005.000000 Penalty: 4498.456055
	Iteration 95Q: 3 clusters Score -1173005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1173006.125000 Penalty: 4498.456055
	Iteration 96Q: 3 clusters Score -1173006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1173006.125000 Penalty: 4498.456055
	Iteration 97F: 3 clusters Score -1173006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Entering Unmasked Estep 
Score: -368248.750000 Penalty: 1964.810669
	Iteration 0F: 2 clusters Score -368248.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -365114.187500 Penalty: 3929.621338
	Iteration 0F: 3 clusters Score -365114.2 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -365715.656250 Penalty: 3929.621338
	Iteration 1F: 3 clusters Score -365715.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -365851.625000 Penalty: 3929.621338
	Iteration 2F: 3 clusters Score -365851.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -365910.000000 Penalty: 3929.621338
	Iteration 3Q: 3 clusters Score -365910 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -365951.687500 Penalty: 3929.621338
	Iteration 4Q: 3 clusters Score -365951.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -366000.156250 Penalty: 3929.621338
	Iteration 5Q: 3 clusters Score -366000.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -366039.437500 Penalty: 3929.621338
	Iteration 6Q: 3 clusters Score -366039.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -366073.406250 Penalty: 3929.621338
	Iteration 7Q: 3 clusters Score -366073.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -366110.718750 Penalty: 3929.621338
	Iteration 8Q: 3 clusters Score -366110.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -366140.437500 Penalty: 3929.621338
	Iteration 9Q: 3 clusters Score -366140.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -366163.343750 Penalty: 3929.621338
	Iteration 10Q: 3 clusters Score -366163.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -366179.812500 Penalty: 3929.621338
	Iteration 11Q: 3 clusters Score -366179.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -366201.093750 Penalty: 3929.621338
	Iteration 12Q: 3 clusters Score -366201.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -366228.218750 Penalty: 3929.621338
	Iteration 13Q: 3 clusters Score -366228.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -366262.031250 Penalty: 3929.621338
	Iteration 14Q: 3 clusters Score -366262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -366308.718750 Penalty: 3929.621338
	Iteration 15Q: 3 clusters Score -366308.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -366347.062500 Penalty: 3929.621338
	Iteration 16Q: 3 clusters Score -366347.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -366370.343750 Penalty: 3929.621338
	Iteration 17Q: 3 clusters Score -366370.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -366389.625000 Penalty: 3929.621338
	Iteration 18Q: 3 clusters Score -366389.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -366415.281250 Penalty: 3929.621338
	Iteration 19Q: 3 clusters Score -366415.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -366438.718750 Penalty: 3929.621338
	Iteration 20F: 3 clusters Score -366438.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -366462.562500 Penalty: 3929.621338
	Iteration 21Q: 3 clusters Score -366462.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -366483.187500 Penalty: 3929.621338
	Iteration 22Q: 3 clusters Score -366483.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -366500.281250 Penalty: 3929.621338
	Iteration 23Q: 3 clusters Score -366500.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -366527.031250 Penalty: 3929.621338
	Iteration 24Q: 3 clusters Score -366527 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -366559.750000 Penalty: 3929.621338
	Iteration 25Q: 3 clusters Score -366559.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -366590.593750 Penalty: 3929.621338
	Iteration 26Q: 3 clusters Score -366590.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -366619.937500 Penalty: 3929.621338
	Iteration 27Q: 3 clusters Score -366619.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -366646.250000 Penalty: 3929.621338
	Iteration 28Q: 3 clusters Score -366646.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -366679.000000 Penalty: 3929.621338
	Iteration 29Q: 3 clusters Score -366679 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -366725.281250 Penalty: 3929.621338
	Iteration 30Q: 3 clusters Score -366725.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -366800.531250 Penalty: 3929.621338
	Iteration 31Q: 3 clusters Score -366800.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -366865.500000 Penalty: 3929.621338
	Iteration 32Q: 3 clusters Score -366865.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -366925.875000 Penalty: 3929.621338
	Iteration 33Q: 3 clusters Score -366925.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -366965.625000 Penalty: 3929.621338
	Iteration 34Q: 3 clusters Score -366965.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -367000.093750 Penalty: 3929.621338
	Iteration 35Q: 3 clusters Score -367000.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -367040.968750 Penalty: 3929.621338
	Iteration 36Q: 3 clusters Score -367041 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -367078.781250 Penalty: 3929.621338
	Iteration 37Q: 3 clusters Score -367078.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -367113.062500 Penalty: 3929.621338
	Iteration 38Q: 3 clusters Score -367113.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -367143.593750 Penalty: 3929.621338
	Iteration 39Q: 3 clusters Score -367143.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -367163.531250 Penalty: 3929.621338
	Iteration 40F: 3 clusters Score -367163.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -367177.156250 Penalty: 3929.621338
	Iteration 41Q: 3 clusters Score -367177.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -367186.062500 Penalty: 3929.621338
	Iteration 42Q: 3 clusters Score -367186.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -367194.312500 Penalty: 3929.621338
	Iteration 43Q: 3 clusters Score -367194.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -367197.031250 Penalty: 3929.621338
	Iteration 44Q: 3 clusters Score -367197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -367198.625000 Penalty: 3929.621338
	Iteration 45Q: 3 clusters Score -367198.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -367198.625000 Penalty: 3929.621338
	Iteration 46F: 3 clusters Score -367198.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (127095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127095 members 
Entering Unmasked Estep 
Score: -17705362.000000 Penalty: 2914.667236
	Iteration 0F: 2 clusters Score -1.770536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63618 members 
Mstep: Class 2 contains 63477 members 
Entering Unmasked Estep 
Score: -17621706.000000 Penalty: 5829.334473
	Iteration 0F: 3 clusters Score -1.762171e+07 nChanged 60373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65703 members 
Mstep: Class 2 contains 61392 members 
Entering Unmasked Estep 
Score: -17656380.000000 Penalty: 5829.334473
	Iteration 1F: 3 clusters Score -1.765638e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67231 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -17657452.000000 Penalty: 5829.334473
	Iteration 2Q: 3 clusters Score -1.765745e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69544 members 
Mstep: Class 2 contains 57551 members 
Entering Unmasked Estep 
Score: -17658934.000000 Penalty: 5829.334473
	Iteration 3Q: 3 clusters Score -1.765893e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73065 members 
Mstep: Class 2 contains 54030 members 
Entering Unmasked Estep 
Score: -17661268.000000 Penalty: 5829.334473
	Iteration 4Q: 3 clusters Score -1.766127e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78236 members 
Mstep: Class 2 contains 48859 members 
Entering Unmasked Estep 
Score: -17665214.000000 Penalty: 5829.334473
	Iteration 5F: 3 clusters Score -1.766521e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85081 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -17671312.000000 Penalty: 5829.334473
	Iteration 6F: 3 clusters Score -1.767131e+07 nChanged 9955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93168 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -17679892.000000 Penalty: 5829.334473
	Iteration 7F: 3 clusters Score -1.767989e+07 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100537 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -17689274.000000 Penalty: 5829.334473
	Iteration 8F: 3 clusters Score -1.768927e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105107 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -17695516.000000 Penalty: 5829.334473
	Iteration 9F: 3 clusters Score -1.769552e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107676 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -17698066.000000 Penalty: 5829.334473
	Iteration 10Q: 3 clusters Score -1.769807e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109533 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -17699084.000000 Penalty: 5829.334473
	Iteration 11Q: 3 clusters Score -1.769908e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111196 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -17699582.000000 Penalty: 5829.334473
	Iteration 12Q: 3 clusters Score -1.769958e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112655 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -17700032.000000 Penalty: 5829.334473
	Iteration 13Q: 3 clusters Score -1.770003e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114071 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -17700518.000000 Penalty: 5829.334473
	Iteration 14Q: 3 clusters Score -1.770052e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115365 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -17700898.000000 Penalty: 5829.334473
	Iteration 15Q: 3 clusters Score -1.77009e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116582 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -17701230.000000 Penalty: 5829.334473
	Iteration 16Q: 3 clusters Score -1.770123e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117749 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -17701578.000000 Penalty: 5829.334473
	Iteration 17Q: 3 clusters Score -1.770158e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118870 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -17701860.000000 Penalty: 5829.334473
	Iteration 18Q: 3 clusters Score -1.770186e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119869 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -17702096.000000 Penalty: 5829.334473
	Iteration 19Q: 3 clusters Score -1.77021e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120730 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -17702418.000000 Penalty: 5829.334473
	Iteration 20F: 3 clusters Score -1.770242e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121486 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -17702612.000000 Penalty: 5829.334473
	Iteration 21Q: 3 clusters Score -1.770261e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122125 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -17702824.000000 Penalty: 5829.334473
	Iteration 22Q: 3 clusters Score -1.770282e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122620 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -17702920.000000 Penalty: 5829.334473
	Iteration 23Q: 3 clusters Score -1.770292e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123045 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -17703000.000000 Penalty: 5829.334473
	Iteration 24Q: 3 clusters Score -1.7703e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123404 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -17702978.000000 Penalty: 5829.334473
	Iteration 25Q: 3 clusters Score -1.770298e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123713 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -17703084.000000 Penalty: 5829.334473
	Iteration 26Q: 3 clusters Score -1.770308e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124014 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -17703188.000000 Penalty: 5829.334473
	Iteration 27Q: 3 clusters Score -1.770319e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124252 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -17703288.000000 Penalty: 5829.334473
	Iteration 28Q: 3 clusters Score -1.770329e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124453 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -17703322.000000 Penalty: 5829.334473
	Iteration 29Q: 3 clusters Score -1.770332e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124601 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -17703300.000000 Penalty: 5829.334473
	Iteration 30Q: 3 clusters Score -1.77033e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124721 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -17703356.000000 Penalty: 5829.334473
	Iteration 31Q: 3 clusters Score -1.770336e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124850 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -17703474.000000 Penalty: 5829.334473
	Iteration 32Q: 3 clusters Score -1.770347e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124950 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -17703546.000000 Penalty: 5829.334473
	Iteration 33Q: 3 clusters Score -1.770355e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125029 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -17703572.000000 Penalty: 5829.334473
	Iteration 34Q: 3 clusters Score -1.770357e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125086 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -17703584.000000 Penalty: 5829.334473
	Iteration 35Q: 3 clusters Score -1.770358e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125133 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -17703604.000000 Penalty: 5829.334473
	Iteration 36Q: 3 clusters Score -1.77036e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125168 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -17703606.000000 Penalty: 5829.334473
	Iteration 37Q: 3 clusters Score -1.770361e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125197 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -17703610.000000 Penalty: 5829.334473
	Iteration 38Q: 3 clusters Score -1.770361e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125230 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -17703610.000000 Penalty: 5829.334473
	Iteration 39Q: 3 clusters Score -1.770361e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125259 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -17703604.000000 Penalty: 5829.334473
	Iteration 40F: 3 clusters Score -1.77036e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125283 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -17703602.000000 Penalty: 5829.334473
	Iteration 41Q: 3 clusters Score -1.77036e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125299 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -17703596.000000 Penalty: 5829.334473
	Iteration 42Q: 3 clusters Score -1.77036e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125324 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -17703612.000000 Penalty: 5829.334473
	Iteration 43Q: 3 clusters Score -1.770361e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125346 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -17703618.000000 Penalty: 5829.334473
	Iteration 44Q: 3 clusters Score -1.770362e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125367 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -17703620.000000 Penalty: 5829.334473
	Iteration 45Q: 3 clusters Score -1.770362e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125386 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -17703628.000000 Penalty: 5829.334473
	Iteration 46Q: 3 clusters Score -1.770363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125399 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -17703632.000000 Penalty: 5829.334473
	Iteration 47Q: 3 clusters Score -1.770363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125410 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -17703630.000000 Penalty: 5829.334473
	Iteration 48Q: 3 clusters Score -1.770363e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125424 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -17703646.000000 Penalty: 5829.334473
	Iteration 49Q: 3 clusters Score -1.770365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125438 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -17703650.000000 Penalty: 5829.334473
	Iteration 50Q: 3 clusters Score -1.770365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125447 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -17703646.000000 Penalty: 5829.334473
	Iteration 51Q: 3 clusters Score -1.770365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125451 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -17703656.000000 Penalty: 5829.334473
	Iteration 52Q: 3 clusters Score -1.770366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125458 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -17703650.000000 Penalty: 5829.334473
	Iteration 53Q: 3 clusters Score -1.770365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125462 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -17703652.000000 Penalty: 5829.334473
	Iteration 54Q: 3 clusters Score -1.770365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125463 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -17703664.000000 Penalty: 5829.334473
	Iteration 55Q: 3 clusters Score -1.770366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125467 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -17703668.000000 Penalty: 5829.334473
	Iteration 56Q: 3 clusters Score -1.770367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125469 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -17703662.000000 Penalty: 5829.334473
	Iteration 57Q: 3 clusters Score -1.770366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125469 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -17703660.000000 Penalty: 5829.334473
	Iteration 58Q: 3 clusters Score -1.770366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125471 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -17703660.000000 Penalty: 5829.334473
	Iteration 59Q: 3 clusters Score -1.770366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125471 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -17703660.000000 Penalty: 5829.334473
	Iteration 60F: 3 clusters Score -1.770366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Entering Unmasked Estep 
Score: -1042767.312500 Penalty: 2220.663086
	Iteration 0F: 2 clusters Score -1042767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1036510.500000 Penalty: 4441.326172
	Iteration 0F: 3 clusters Score -1036510 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1038286.437500 Penalty: 4441.326172
	Iteration 1F: 3 clusters Score -1038286 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1038698.500000 Penalty: 4441.326172
	Iteration 2F: 3 clusters Score -1038698 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1039065.562500 Penalty: 4441.326172
	Iteration 3F: 3 clusters Score -1039066 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1039446.062500 Penalty: 4441.326172
	Iteration 4F: 3 clusters Score -1039446 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1039795.125000 Penalty: 4441.326172
	Iteration 5F: 3 clusters Score -1039795 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1040067.125000 Penalty: 4441.326172
	Iteration 6Q: 3 clusters Score -1040067 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1040295.125000 Penalty: 4441.326172
	Iteration 7Q: 3 clusters Score -1040295 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1040481.062500 Penalty: 4441.326172
	Iteration 8Q: 3 clusters Score -1040481 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1040628.750000 Penalty: 4441.326172
	Iteration 9Q: 3 clusters Score -1040629 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1040736.375000 Penalty: 4441.326172
	Iteration 10Q: 3 clusters Score -1040736 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1040801.937500 Penalty: 4441.326172
	Iteration 11Q: 3 clusters Score -1040802 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1040845.500000 Penalty: 4441.326172
	Iteration 12Q: 3 clusters Score -1040846 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1040881.250000 Penalty: 4441.326172
	Iteration 13Q: 3 clusters Score -1040881 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1040909.500000 Penalty: 4441.326172
	Iteration 14Q: 3 clusters Score -1040910 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1040936.625000 Penalty: 4441.326172
	Iteration 15Q: 3 clusters Score -1040937 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1040970.125000 Penalty: 4441.326172
	Iteration 16Q: 3 clusters Score -1040970 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1041005.937500 Penalty: 4441.326172
	Iteration 17Q: 3 clusters Score -1041006 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1041035.812500 Penalty: 4441.326172
	Iteration 18Q: 3 clusters Score -1041036 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1041064.875000 Penalty: 4441.326172
	Iteration 19Q: 3 clusters Score -1041065 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1041094.625000 Penalty: 4441.326172
	Iteration 20F: 3 clusters Score -1041095 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1041120.125000 Penalty: 4441.326172
	Iteration 21Q: 3 clusters Score -1041120 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1041143.312500 Penalty: 4441.326172
	Iteration 22Q: 3 clusters Score -1041143 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1041171.812500 Penalty: 4441.326172
	Iteration 23Q: 3 clusters Score -1041172 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1041196.687500 Penalty: 4441.326172
	Iteration 24Q: 3 clusters Score -1041197 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1041218.687500 Penalty: 4441.326172
	Iteration 25Q: 3 clusters Score -1041219 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1041241.125000 Penalty: 4441.326172
	Iteration 26Q: 3 clusters Score -1041241 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1041253.562500 Penalty: 4441.326172
	Iteration 27Q: 3 clusters Score -1041254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1041264.437500 Penalty: 4441.326172
	Iteration 28Q: 3 clusters Score -1041264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1041276.125000 Penalty: 4441.326172
	Iteration 29Q: 3 clusters Score -1041276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1041295.125000 Penalty: 4441.326172
	Iteration 30Q: 3 clusters Score -1041295 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1041309.875000 Penalty: 4441.326172
	Iteration 31Q: 3 clusters Score -1041310 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1041323.437500 Penalty: 4441.326172
	Iteration 32Q: 3 clusters Score -1041323 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1041337.125000 Penalty: 4441.326172
	Iteration 33Q: 3 clusters Score -1041337 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1041357.000000 Penalty: 4441.326172
	Iteration 34Q: 3 clusters Score -1041357 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1041371.625000 Penalty: 4441.326172
	Iteration 35Q: 3 clusters Score -1041372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1041387.000000 Penalty: 4441.326172
	Iteration 36Q: 3 clusters Score -1041387 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1041402.437500 Penalty: 4441.326172
	Iteration 37Q: 3 clusters Score -1041402 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1041425.000000 Penalty: 4441.326172
	Iteration 38Q: 3 clusters Score -1041425 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1041449.000000 Penalty: 4441.326172
	Iteration 39Q: 3 clusters Score -1041449 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1041476.812500 Penalty: 4441.326172
	Iteration 40F: 3 clusters Score -1041477 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1041496.500000 Penalty: 4441.326172
	Iteration 41Q: 3 clusters Score -1041496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1041507.500000 Penalty: 4441.326172
	Iteration 42Q: 3 clusters Score -1041508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1041517.875000 Penalty: 4441.326172
	Iteration 43Q: 3 clusters Score -1041518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1041525.687500 Penalty: 4441.326172
	Iteration 44Q: 3 clusters Score -1041526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1041534.000000 Penalty: 4441.326172
	Iteration 45Q: 3 clusters Score -1041534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1041538.562500 Penalty: 4441.326172
	Iteration 46Q: 3 clusters Score -1041539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1041543.562500 Penalty: 4441.326172
	Iteration 47Q: 3 clusters Score -1041544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1041546.750000 Penalty: 4441.326172
	Iteration 48Q: 3 clusters Score -1041547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1041552.187500 Penalty: 4441.326172
	Iteration 49Q: 3 clusters Score -1041552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1041558.375000 Penalty: 4441.326172
	Iteration 50Q: 3 clusters Score -1041558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1041562.375000 Penalty: 4441.326172
	Iteration 51Q: 3 clusters Score -1041562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1041561.625000 Penalty: 4441.326172
	Iteration 52Q: 3 clusters Score -1041562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1041565.937500 Penalty: 4441.326172
	Iteration 53Q: 3 clusters Score -1041566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1041568.562500 Penalty: 4441.326172
	Iteration 54Q: 3 clusters Score -1041569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1041569.437500 Penalty: 4441.326172
	Iteration 55Q: 3 clusters Score -1041569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1041568.250000 Penalty: 4441.326172
	Iteration 56Q: 3 clusters Score -1041568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1041571.937500 Penalty: 4441.326172
	Iteration 57Q: 3 clusters Score -1041572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1041572.250000 Penalty: 4441.326172
	Iteration 58Q: 3 clusters Score -1041572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1041571.625000 Penalty: 4441.326172
	Iteration 59Q: 3 clusters Score -1041572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1041574.000000 Penalty: 4441.326172
	Iteration 60F: 3 clusters Score -1041574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1041573.875000 Penalty: 4441.326172
	Iteration 61Q: 3 clusters Score -1041574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1041573.812500 Penalty: 4441.326172
	Iteration 62Q: 3 clusters Score -1041574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1041576.812500 Penalty: 4441.326172
	Iteration 63Q: 3 clusters Score -1041577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1041576.750000 Penalty: 4441.326172
	Iteration 64Q: 3 clusters Score -1041577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1041578.562500 Penalty: 4441.326172
	Iteration 65Q: 3 clusters Score -1041579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1041578.562500 Penalty: 4441.326172
	Iteration 66F: 3 clusters Score -1041579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Entering Unmasked Estep 
Score: -283551.500000 Penalty: 1904.683594
	Iteration 0F: 2 clusters Score -283551.5 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 1060 members 
Entering Unmasked Estep 
Score: -280853.562500 Penalty: 3809.367188
	Iteration 0F: 3 clusters Score -280853.6 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -281410.531250 Penalty: 3809.367188
	Iteration 1F: 3 clusters Score -281410.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -281581.875000 Penalty: 3809.367188
	Iteration 2F: 3 clusters Score -281581.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -281717.437500 Penalty: 3809.367188
	Iteration 3F: 3 clusters Score -281717.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -281831.687500 Penalty: 3809.367188
	Iteration 4Q: 3 clusters Score -281831.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -281912.812500 Penalty: 3809.367188
	Iteration 5Q: 3 clusters Score -281912.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -281977.125000 Penalty: 3809.367188
	Iteration 6Q: 3 clusters Score -281977.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -282025.718750 Penalty: 3809.367188
	Iteration 7Q: 3 clusters Score -282025.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -282080.093750 Penalty: 3809.367188
	Iteration 8Q: 3 clusters Score -282080.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -282127.656250 Penalty: 3809.367188
	Iteration 9Q: 3 clusters Score -282127.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -282165.281250 Penalty: 3809.367188
	Iteration 10Q: 3 clusters Score -282165.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -282186.343750 Penalty: 3809.367188
	Iteration 11Q: 3 clusters Score -282186.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -282200.687500 Penalty: 3809.367188
	Iteration 12Q: 3 clusters Score -282200.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -282211.218750 Penalty: 3809.367188
	Iteration 13Q: 3 clusters Score -282211.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -282217.375000 Penalty: 3809.367188
	Iteration 14Q: 3 clusters Score -282217.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -282227.500000 Penalty: 3809.367188
	Iteration 15Q: 3 clusters Score -282227.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -282233.937500 Penalty: 3809.367188
	Iteration 16Q: 3 clusters Score -282233.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -282239.812500 Penalty: 3809.367188
	Iteration 17Q: 3 clusters Score -282239.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -282248.968750 Penalty: 3809.367188
	Iteration 18Q: 3 clusters Score -282249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -282256.375000 Penalty: 3809.367188
	Iteration 19Q: 3 clusters Score -282256.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -282266.687500 Penalty: 3809.367188
	Iteration 20F: 3 clusters Score -282266.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -282272.250000 Penalty: 3809.367188
	Iteration 21Q: 3 clusters Score -282272.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -282275.375000 Penalty: 3809.367188
	Iteration 22Q: 3 clusters Score -282275.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -282275.531250 Penalty: 3809.367188
	Iteration 23Q: 3 clusters Score -282275.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -282275.531250 Penalty: 3809.367188
	Iteration 24F: 3 clusters Score -282275.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Entering Unmasked Estep 
Score: -728420.375000 Penalty: 2130.014648
	Iteration 0F: 2 clusters Score -728420.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -723699.562500 Penalty: 4260.029297
	Iteration 0F: 3 clusters Score -723699.6 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -724862.687500 Penalty: 4260.029297
	Iteration 1F: 3 clusters Score -724862.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -725119.687500 Penalty: 4260.029297
	Iteration 2F: 3 clusters Score -725119.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -725329.625000 Penalty: 4260.029297
	Iteration 3F: 3 clusters Score -725329.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -725519.500000 Penalty: 4260.029297
	Iteration 4Q: 3 clusters Score -725519.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -725680.687500 Penalty: 4260.029297
	Iteration 5Q: 3 clusters Score -725680.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -725804.562500 Penalty: 4260.029297
	Iteration 6Q: 3 clusters Score -725804.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -725919.562500 Penalty: 4260.029297
	Iteration 7Q: 3 clusters Score -725919.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -726010.937500 Penalty: 4260.029297
	Iteration 8Q: 3 clusters Score -726010.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -726081.437500 Penalty: 4260.029297
	Iteration 9Q: 3 clusters Score -726081.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -726128.750000 Penalty: 4260.029297
	Iteration 10Q: 3 clusters Score -726128.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -726161.437500 Penalty: 4260.029297
	Iteration 11Q: 3 clusters Score -726161.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -726202.750000 Penalty: 4260.029297
	Iteration 12Q: 3 clusters Score -726202.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -726243.750000 Penalty: 4260.029297
	Iteration 13Q: 3 clusters Score -726243.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -726284.312500 Penalty: 4260.029297
	Iteration 14Q: 3 clusters Score -726284.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -726325.625000 Penalty: 4260.029297
	Iteration 15Q: 3 clusters Score -726325.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -726377.562500 Penalty: 4260.029297
	Iteration 16Q: 3 clusters Score -726377.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -726440.812500 Penalty: 4260.029297
	Iteration 17Q: 3 clusters Score -726440.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -726505.000000 Penalty: 4260.029297
	Iteration 18Q: 3 clusters Score -726505 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -726568.625000 Penalty: 4260.029297
	Iteration 19Q: 3 clusters Score -726568.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -726634.562500 Penalty: 4260.029297
	Iteration 20F: 3 clusters Score -726634.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -726683.937500 Penalty: 4260.029297
	Iteration 21Q: 3 clusters Score -726683.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -726727.937500 Penalty: 4260.029297
	Iteration 22Q: 3 clusters Score -726727.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -726782.562500 Penalty: 4260.029297
	Iteration 23Q: 3 clusters Score -726782.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -726831.812500 Penalty: 4260.029297
	Iteration 24Q: 3 clusters Score -726831.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -726888.500000 Penalty: 4260.029297
	Iteration 25Q: 3 clusters Score -726888.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -726931.312500 Penalty: 4260.029297
	Iteration 26Q: 3 clusters Score -726931.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -726967.687500 Penalty: 4260.029297
	Iteration 27Q: 3 clusters Score -726967.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -727003.125000 Penalty: 4260.029297
	Iteration 28Q: 3 clusters Score -727003.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -727033.437500 Penalty: 4260.029297
	Iteration 29Q: 3 clusters Score -727033.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -727057.437500 Penalty: 4260.029297
	Iteration 30Q: 3 clusters Score -727057.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -727071.500000 Penalty: 4260.029297
	Iteration 31Q: 3 clusters Score -727071.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -727086.937500 Penalty: 4260.029297
	Iteration 32Q: 3 clusters Score -727086.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -727101.187500 Penalty: 4260.029297
	Iteration 33Q: 3 clusters Score -727101.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -727112.625000 Penalty: 4260.029297
	Iteration 34Q: 3 clusters Score -727112.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -727121.625000 Penalty: 4260.029297
	Iteration 35Q: 3 clusters Score -727121.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -727126.312500 Penalty: 4260.029297
	Iteration 36Q: 3 clusters Score -727126.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -727130.875000 Penalty: 4260.029297
	Iteration 37Q: 3 clusters Score -727130.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -727133.500000 Penalty: 4260.029297
	Iteration 38Q: 3 clusters Score -727133.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -727136.125000 Penalty: 4260.029297
	Iteration 39Q: 3 clusters Score -727136.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -727142.062500 Penalty: 4260.029297
	Iteration 40F: 3 clusters Score -727142.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -727145.500000 Penalty: 4260.029297
	Iteration 41Q: 3 clusters Score -727145.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -727150.437500 Penalty: 4260.029297
	Iteration 42Q: 3 clusters Score -727150.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -727150.937500 Penalty: 4260.029297
	Iteration 43Q: 3 clusters Score -727150.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -727155.187500 Penalty: 4260.029297
	Iteration 44Q: 3 clusters Score -727155.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -727159.250000 Penalty: 4260.029297
	Iteration 45Q: 3 clusters Score -727159.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -727162.250000 Penalty: 4260.029297
	Iteration 46Q: 3 clusters Score -727162.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -727166.187500 Penalty: 4260.029297
	Iteration 47Q: 3 clusters Score -727166.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -727169.687500 Penalty: 4260.029297
	Iteration 48Q: 3 clusters Score -727169.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -727172.312500 Penalty: 4260.029297
	Iteration 49Q: 3 clusters Score -727172.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -727178.375000 Penalty: 4260.029297
	Iteration 50Q: 3 clusters Score -727178.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -727183.750000 Penalty: 4260.029297
	Iteration 51Q: 3 clusters Score -727183.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -727194.062500 Penalty: 4260.029297
	Iteration 52Q: 3 clusters Score -727194.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -727200.750000 Penalty: 4260.029297
	Iteration 53Q: 3 clusters Score -727200.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -727209.437500 Penalty: 4260.029297
	Iteration 54Q: 3 clusters Score -727209.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -727225.250000 Penalty: 4260.029297
	Iteration 55Q: 3 clusters Score -727225.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -727235.000000 Penalty: 4260.029297
	Iteration 56Q: 3 clusters Score -727235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -727245.625000 Penalty: 4260.029297
	Iteration 57Q: 3 clusters Score -727245.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -727254.687500 Penalty: 4260.029297
	Iteration 58Q: 3 clusters Score -727254.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -727257.812500 Penalty: 4260.029297
	Iteration 59Q: 3 clusters Score -727257.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -727261.875000 Penalty: 4260.029297
	Iteration 60F: 3 clusters Score -727261.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -727263.125000 Penalty: 4260.029297
	Iteration 61Q: 3 clusters Score -727263.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -727267.062500 Penalty: 4260.029297
	Iteration 62Q: 3 clusters Score -727267.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -727269.187500 Penalty: 4260.029297
	Iteration 63Q: 3 clusters Score -727269.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -727272.625000 Penalty: 4260.029297
	Iteration 64Q: 3 clusters Score -727272.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -727272.625000 Penalty: 4260.029297
	Iteration 65Q: 3 clusters Score -727272.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -727272.625000 Penalty: 4260.029297
	Iteration 66F: 3 clusters Score -727272.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -63079.937500 Penalty: 1543.690430
	Iteration 0F: 2 clusters Score -63079.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61607.246094 Penalty: 3087.380859
	Iteration 0F: 3 clusters Score -61607.25 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61857.222656 Penalty: 3087.380859
	Iteration 1F: 3 clusters Score -61857.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61970.753906 Penalty: 3087.380859
	Iteration 2F: 3 clusters Score -61970.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -62113.699219 Penalty: 3087.380859
	Iteration 3F: 3 clusters Score -62113.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62302.441406 Penalty: 3087.380859
	Iteration 4F: 3 clusters Score -62302.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -62500.312500 Penalty: 3087.380859
	Iteration 5Q: 3 clusters Score -62500.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -62541.503906 Penalty: 3087.380859
	Iteration 6Q: 3 clusters Score -62541.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62585.726562 Penalty: 3087.380859
	Iteration 7Q: 3 clusters Score -62585.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -62623.945312 Penalty: 3087.380859
	Iteration 8Q: 3 clusters Score -62623.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62646.132812 Penalty: 3087.380859
	Iteration 9Q: 3 clusters Score -62646.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -62662.843750 Penalty: 3087.380859
	Iteration 10Q: 3 clusters Score -62662.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -62667.007812 Penalty: 3087.380859
	Iteration 11Q: 3 clusters Score -62667.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -62675.542969 Penalty: 3087.380859
	Iteration 12Q: 3 clusters Score -62675.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -62686.285156 Penalty: 3087.380859
	Iteration 13Q: 3 clusters Score -62686.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -62688.281250 Penalty: 3087.380859
	Iteration 14Q: 3 clusters Score -62688.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -62688.281250 Penalty: 3087.380859
	Iteration 15F: 3 clusters Score -62688.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (66834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66834 members 
Entering Unmasked Estep 
Score: -9350741.000000 Penalty: 2755.271973
	Iteration 0F: 2 clusters Score -9350741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -9305875.000000 Penalty: 5510.543945
	Iteration 0F: 3 clusters Score -9305875 nChanged 31115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -9323567.000000 Penalty: 5510.543945
	Iteration 1F: 3 clusters Score -9323567 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -9324213.000000 Penalty: 5510.543945
	Iteration 2Q: 3 clusters Score -9324213 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -9325049.000000 Penalty: 5510.543945
	Iteration 3Q: 3 clusters Score -9325049 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -9325988.000000 Penalty: 5510.543945
	Iteration 4Q: 3 clusters Score -9325988 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -9327273.000000 Penalty: 5510.543945
	Iteration 5Q: 3 clusters Score -9327273 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -9328790.000000 Penalty: 5510.543945
	Iteration 6Q: 3 clusters Score -9328790 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -9330811.000000 Penalty: 5510.543945
	Iteration 7Q: 3 clusters Score -9330811 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -9333402.000000 Penalty: 5510.543945
	Iteration 8F: 3 clusters Score -9333402 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -9336090.000000 Penalty: 5510.543945
	Iteration 9F: 3 clusters Score -9336090 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -9338448.000000 Penalty: 5510.543945
	Iteration 10F: 3 clusters Score -9338448 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -9340072.000000 Penalty: 5510.543945
	Iteration 11Q: 3 clusters Score -9340072 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -9341071.000000 Penalty: 5510.543945
	Iteration 12Q: 3 clusters Score -9341071 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 49075 members 
Entering Unmasked Estep 
Score: -9341584.000000 Penalty: 5510.543945
	Iteration 13Q: 3 clusters Score -9341584 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -9341940.000000 Penalty: 5510.543945
	Iteration 14Q: 3 clusters Score -9341940 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -9342204.000000 Penalty: 5510.543945
	Iteration 15Q: 3 clusters Score -9342204 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
Score: -9342481.000000 Penalty: 5510.543945
	Iteration 16Q: 3 clusters Score -9342481 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -9342721.000000 Penalty: 5510.543945
	Iteration 17Q: 3 clusters Score -9342721 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -9342997.000000 Penalty: 5510.543945
	Iteration 18Q: 3 clusters Score -9342997 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
Score: -9343323.000000 Penalty: 5510.543945
	Iteration 19Q: 3 clusters Score -9343323 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 55187 members 
Entering Unmasked Estep 
Score: -9343691.000000 Penalty: 5510.543945
	Iteration 20F: 3 clusters Score -9343691 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 56129 members 
Entering Unmasked Estep 
Score: -9344007.000000 Penalty: 5510.543945
	Iteration 21Q: 3 clusters Score -9344007 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -9344392.000000 Penalty: 5510.543945
	Iteration 22Q: 3 clusters Score -9344392 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 57979 members 
Entering Unmasked Estep 
Score: -9344750.000000 Penalty: 5510.543945
	Iteration 23Q: 3 clusters Score -9344750 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 58866 members 
Entering Unmasked Estep 
Score: -9345143.000000 Penalty: 5510.543945
	Iteration 24Q: 3 clusters Score -9345143 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 59720 members 
Entering Unmasked Estep 
Score: -9345560.000000 Penalty: 5510.543945
	Iteration 25Q: 3 clusters Score -9345560 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 60530 members 
Entering Unmasked Estep 
Score: -9345946.000000 Penalty: 5510.543945
	Iteration 26Q: 3 clusters Score -9345946 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 61286 members 
Entering Unmasked Estep 
Score: -9346361.000000 Penalty: 5510.543945
	Iteration 27Q: 3 clusters Score -9346361 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 61932 members 
Entering Unmasked Estep 
Score: -9346674.000000 Penalty: 5510.543945
	Iteration 28Q: 3 clusters Score -9346674 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 62487 members 
Entering Unmasked Estep 
Score: -9347002.000000 Penalty: 5510.543945
	Iteration 29Q: 3 clusters Score -9347002 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 62977 members 
Entering Unmasked Estep 
Score: -9347283.000000 Penalty: 5510.543945
	Iteration 30Q: 3 clusters Score -9347283 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 63375 members 
Entering Unmasked Estep 
Score: -9347486.000000 Penalty: 5510.543945
	Iteration 31Q: 3 clusters Score -9347486 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -9347647.000000 Penalty: 5510.543945
	Iteration 32Q: 3 clusters Score -9347647 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 64004 members 
Entering Unmasked Estep 
Score: -9347788.000000 Penalty: 5510.543945
	Iteration 33Q: 3 clusters Score -9347788 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 64247 members 
Entering Unmasked Estep 
Score: -9347912.000000 Penalty: 5510.543945
	Iteration 34Q: 3 clusters Score -9347912 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 64444 members 
Entering Unmasked Estep 
Score: -9348012.000000 Penalty: 5510.543945
	Iteration 35Q: 3 clusters Score -9348012 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 64630 members 
Entering Unmasked Estep 
Score: -9348100.000000 Penalty: 5510.543945
	Iteration 36Q: 3 clusters Score -9348100 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -9348180.000000 Penalty: 5510.543945
	Iteration 37Q: 3 clusters Score -9348180 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 64929 members 
Entering Unmasked Estep 
Score: -9348217.000000 Penalty: 5510.543945
	Iteration 38Q: 3 clusters Score -9348217 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 65039 members 
Entering Unmasked Estep 
Score: -9348274.000000 Penalty: 5510.543945
	Iteration 39Q: 3 clusters Score -9348274 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -9348300.000000 Penalty: 5510.543945
	Iteration 40F: 3 clusters Score -9348300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 65163 members 
Entering Unmasked Estep 
Score: -9348332.000000 Penalty: 5510.543945
	Iteration 41Q: 3 clusters Score -9348332 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 65201 members 
Entering Unmasked Estep 
Score: -9348353.000000 Penalty: 5510.543945
	Iteration 42Q: 3 clusters Score -9348353 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 65224 members 
Entering Unmasked Estep 
Score: -9348364.000000 Penalty: 5510.543945
	Iteration 43Q: 3 clusters Score -9348364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 65250 members 
Entering Unmasked Estep 
Score: -9348379.000000 Penalty: 5510.543945
	Iteration 44Q: 3 clusters Score -9348379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 65270 members 
Entering Unmasked Estep 
Score: -9348387.000000 Penalty: 5510.543945
	Iteration 45Q: 3 clusters Score -9348387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
Score: -9348396.000000 Penalty: 5510.543945
	Iteration 46Q: 3 clusters Score -9348396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 65314 members 
Entering Unmasked Estep 
Score: -9348396.000000 Penalty: 5510.543945
	Iteration 47Q: 3 clusters Score -9348396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 65332 members 
Entering Unmasked Estep 
Score: -9348406.000000 Penalty: 5510.543945
	Iteration 48Q: 3 clusters Score -9348406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 65352 members 
Entering Unmasked Estep 
Score: -9348423.000000 Penalty: 5510.543945
	Iteration 49Q: 3 clusters Score -9348423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 65364 members 
Entering Unmasked Estep 
Score: -9348430.000000 Penalty: 5510.543945
	Iteration 50Q: 3 clusters Score -9348430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 65376 members 
Entering Unmasked Estep 
Score: -9348434.000000 Penalty: 5510.543945
	Iteration 51Q: 3 clusters Score -9348434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 65388 members 
Entering Unmasked Estep 
Score: -9348420.000000 Penalty: 5510.543945
	Iteration 52Q: 3 clusters Score -9348420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 65399 members 
Entering Unmasked Estep 
Score: -9348406.000000 Penalty: 5510.543945
	Iteration 53Q: 3 clusters Score -9348406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 65414 members 
Entering Unmasked Estep 
Score: -9348418.000000 Penalty: 5510.543945
	Iteration 54Q: 3 clusters Score -9348418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 65430 members 
Entering Unmasked Estep 
Score: -9348430.000000 Penalty: 5510.543945
	Iteration 55Q: 3 clusters Score -9348430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -9348436.000000 Penalty: 5510.543945
	Iteration 56Q: 3 clusters Score -9348436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -9348443.000000 Penalty: 5510.543945
	Iteration 57Q: 3 clusters Score -9348443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 65470 members 
Entering Unmasked Estep 
Score: -9348473.000000 Penalty: 5510.543945
	Iteration 58Q: 3 clusters Score -9348473 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -9348471.000000 Penalty: 5510.543945
	Iteration 59Q: 3 clusters Score -9348471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 65508 members 
Entering Unmasked Estep 
Score: -9348472.000000 Penalty: 5510.543945
	Iteration 60F: 3 clusters Score -9348472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 65524 members 
Entering Unmasked Estep 
Score: -9348479.000000 Penalty: 5510.543945
	Iteration 61Q: 3 clusters Score -9348479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -9348479.000000 Penalty: 5510.543945
	Iteration 62Q: 3 clusters Score -9348479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 65541 members 
Entering Unmasked Estep 
Score: -9348480.000000 Penalty: 5510.543945
	Iteration 63Q: 3 clusters Score -9348480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 65549 members 
Entering Unmasked Estep 
Score: -9348473.000000 Penalty: 5510.543945
	Iteration 64Q: 3 clusters Score -9348473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 65556 members 
Entering Unmasked Estep 
Score: -9348490.000000 Penalty: 5510.543945
	Iteration 65Q: 3 clusters Score -9348490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 65565 members 
Entering Unmasked Estep 
Score: -9348498.000000 Penalty: 5510.543945
	Iteration 66Q: 3 clusters Score -9348498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 65570 members 
Entering Unmasked Estep 
Score: -9348490.000000 Penalty: 5510.543945
	Iteration 67Q: 3 clusters Score -9348490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 65573 members 
Entering Unmasked Estep 
Score: -9348485.000000 Penalty: 5510.543945
	Iteration 68Q: 3 clusters Score -9348485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 65574 members 
Entering Unmasked Estep 
Score: -9348482.000000 Penalty: 5510.543945
	Iteration 69Q: 3 clusters Score -9348482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -9348492.000000 Penalty: 5510.543945
	Iteration 70Q: 3 clusters Score -9348492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 65579 members 
Entering Unmasked Estep 
Score: -9348487.000000 Penalty: 5510.543945
	Iteration 71Q: 3 clusters Score -9348487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 65582 members 
Entering Unmasked Estep 
Score: -9348489.000000 Penalty: 5510.543945
	Iteration 72Q: 3 clusters Score -9348489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 65585 members 
Entering Unmasked Estep 
Score: -9348488.000000 Penalty: 5510.543945
	Iteration 73Q: 3 clusters Score -9348488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 65590 members 
Entering Unmasked Estep 
Score: -9348496.000000 Penalty: 5510.543945
	Iteration 74Q: 3 clusters Score -9348496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 65593 members 
Entering Unmasked Estep 
Score: -9348513.000000 Penalty: 5510.543945
	Iteration 75Q: 3 clusters Score -9348513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 65599 members 
Entering Unmasked Estep 
Score: -9348504.000000 Penalty: 5510.543945
	Iteration 76Q: 3 clusters Score -9348504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 65604 members 
Entering Unmasked Estep 
Score: -9348501.000000 Penalty: 5510.543945
	Iteration 77Q: 3 clusters Score -9348501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 65609 members 
Entering Unmasked Estep 
Score: -9348504.000000 Penalty: 5510.543945
	Iteration 78Q: 3 clusters Score -9348504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 65612 members 
Entering Unmasked Estep 
Score: -9348505.000000 Penalty: 5510.543945
	Iteration 79Q: 3 clusters Score -9348505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 65616 members 
Entering Unmasked Estep 
Score: -9348513.000000 Penalty: 5510.543945
	Iteration 80F: 3 clusters Score -9348513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 65619 members 
Entering Unmasked Estep 
Score: -9348520.000000 Penalty: 5510.543945
	Iteration 81Q: 3 clusters Score -9348520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 65624 members 
Entering Unmasked Estep 
Score: -9348524.000000 Penalty: 5510.543945
	Iteration 82Q: 3 clusters Score -9348524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 65630 members 
Entering Unmasked Estep 
Score: -9348524.000000 Penalty: 5510.543945
	Iteration 83Q: 3 clusters Score -9348524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -9348526.000000 Penalty: 5510.543945
	Iteration 84Q: 3 clusters Score -9348526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -9348530.000000 Penalty: 5510.543945
	Iteration 85Q: 3 clusters Score -9348530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 65642 members 
Entering Unmasked Estep 
Score: -9348536.000000 Penalty: 5510.543945
	Iteration 86Q: 3 clusters Score -9348536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 65648 members 
Entering Unmasked Estep 
Score: -9348528.000000 Penalty: 5510.543945
	Iteration 87Q: 3 clusters Score -9348528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 65649 members 
Entering Unmasked Estep 
Score: -9348531.000000 Penalty: 5510.543945
	Iteration 88Q: 3 clusters Score -9348531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 65649 members 
Entering Unmasked Estep 
Score: -9348532.000000 Penalty: 5510.543945
	Iteration 89Q: 3 clusters Score -9348532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 65651 members 
Entering Unmasked Estep 
Score: -9348535.000000 Penalty: 5510.543945
	Iteration 90Q: 3 clusters Score -9348535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 65651 members 
Entering Unmasked Estep 
Score: -9348535.000000 Penalty: 5510.543945
	Iteration 91Q: 3 clusters Score -9348535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 65652 members 
Entering Unmasked Estep 
Score: -9348538.000000 Penalty: 5510.543945
	Iteration 92Q: 3 clusters Score -9348538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 65654 members 
Entering Unmasked Estep 
Score: -9348542.000000 Penalty: 5510.543945
	Iteration 93Q: 3 clusters Score -9348542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -9348536.000000 Penalty: 5510.543945
	Iteration 94Q: 3 clusters Score -9348536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 65658 members 
Entering Unmasked Estep 
Score: -9348541.000000 Penalty: 5510.543945
	Iteration 95Q: 3 clusters Score -9348541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 65661 members 
Entering Unmasked Estep 
Score: -9348548.000000 Penalty: 5510.543945
	Iteration 96Q: 3 clusters Score -9348548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -9348549.000000 Penalty: 5510.543945
	Iteration 97Q: 3 clusters Score -9348549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 65665 members 
Entering Unmasked Estep 
Score: -9348546.000000 Penalty: 5510.543945
	Iteration 98Q: 3 clusters Score -9348546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 65668 members 
Entering Unmasked Estep 
Score: -9348537.000000 Penalty: 5510.543945
	Iteration 99Q: 3 clusters Score -9348537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 65669 members 
Entering Unmasked Estep 
Score: -9348540.000000 Penalty: 5510.543945
	Iteration 100F: 3 clusters Score -9348540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 65674 members 
Entering Unmasked Estep 
Score: -9348551.000000 Penalty: 5510.543945
	Iteration 101Q: 3 clusters Score -9348551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 65677 members 
Entering Unmasked Estep 
Score: -9348547.000000 Penalty: 5510.543945
	Iteration 102Q: 3 clusters Score -9348547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 65680 members 
Entering Unmasked Estep 
Score: -9348549.000000 Penalty: 5510.543945
	Iteration 103Q: 3 clusters Score -9348549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 65681 members 
Entering Unmasked Estep 
Score: -9348557.000000 Penalty: 5510.543945
	Iteration 104Q: 3 clusters Score -9348557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 65682 members 
Entering Unmasked Estep 
Score: -9348551.000000 Penalty: 5510.543945
	Iteration 105Q: 3 clusters Score -9348551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 65683 members 
Entering Unmasked Estep 
Score: -9348546.000000 Penalty: 5510.543945
	Iteration 106Q: 3 clusters Score -9348546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 65683 members 
Entering Unmasked Estep 
Score: -9348546.000000 Penalty: 5510.543945
	Iteration 107F: 3 clusters Score -9348546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (34451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Entering Unmasked Estep 
Score: -4689402.000000 Penalty: 2590.928711
	Iteration 0F: 2 clusters Score -4689402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -4666199.000000 Penalty: 5181.857422
	Iteration 0F: 3 clusters Score -4666199 nChanged 15567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -4674876.000000 Penalty: 5181.857422
	Iteration 1F: 3 clusters Score -4674876 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -4675813.000000 Penalty: 5181.857422
	Iteration 2F: 3 clusters Score -4675813 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -4676883.000000 Penalty: 5181.857422
	Iteration 3F: 3 clusters Score -4676883 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -4678228.500000 Penalty: 5181.857422
	Iteration 4F: 3 clusters Score -4678228 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -4679727.000000 Penalty: 5181.857422
	Iteration 5F: 3 clusters Score -4679727 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -4681206.500000 Penalty: 5181.857422
	Iteration 6F: 3 clusters Score -4681206 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -4682450.000000 Penalty: 5181.857422
	Iteration 7F: 3 clusters Score -4682450 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -4683571.000000 Penalty: 5181.857422
	Iteration 8F: 3 clusters Score -4683571 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -4684586.000000 Penalty: 5181.857422
	Iteration 9Q: 3 clusters Score -4684586 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -4685593.000000 Penalty: 5181.857422
	Iteration 10Q: 3 clusters Score -4685593 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -4686391.000000 Penalty: 5181.857422
	Iteration 11Q: 3 clusters Score -4686391 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -4686878.000000 Penalty: 5181.857422
	Iteration 12Q: 3 clusters Score -4686878 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -4687163.500000 Penalty: 5181.857422
	Iteration 13Q: 3 clusters Score -4687164 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -4687346.500000 Penalty: 5181.857422
	Iteration 14Q: 3 clusters Score -4687346 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -4687468.500000 Penalty: 5181.857422
	Iteration 15Q: 3 clusters Score -4687468 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -4687518.000000 Penalty: 5181.857422
	Iteration 16Q: 3 clusters Score -4687518 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -4687562.000000 Penalty: 5181.857422
	Iteration 17Q: 3 clusters Score -4687562 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -4687587.500000 Penalty: 5181.857422
	Iteration 18Q: 3 clusters Score -4687588 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -4687603.000000 Penalty: 5181.857422
	Iteration 19Q: 3 clusters Score -4687603 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -4687617.000000 Penalty: 5181.857422
	Iteration 20F: 3 clusters Score -4687617 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -4687630.000000 Penalty: 5181.857422
	Iteration 21Q: 3 clusters Score -4687630 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -4687638.500000 Penalty: 5181.857422
	Iteration 22Q: 3 clusters Score -4687638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -4687638.000000 Penalty: 5181.857422
	Iteration 23Q: 3 clusters Score -4687638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -4687638.000000 Penalty: 5181.857422
	Iteration 24Q: 3 clusters Score -4687638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -4687639.500000 Penalty: 5181.857422
	Iteration 25Q: 3 clusters Score -4687640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -4687644.000000 Penalty: 5181.857422
	Iteration 26Q: 3 clusters Score -4687644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -4687639.500000 Penalty: 5181.857422
	Iteration 27Q: 3 clusters Score -4687640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -4687636.000000 Penalty: 5181.857422
	Iteration 28Q: 3 clusters Score -4687636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -4687640.000000 Penalty: 5181.857422
	Iteration 29Q: 3 clusters Score -4687640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -4687642.000000 Penalty: 5181.857422
	Iteration 30Q: 3 clusters Score -4687642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -4687637.000000 Penalty: 5181.857422
	Iteration 31Q: 3 clusters Score -4687637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -4687642.000000 Penalty: 5181.857422
	Iteration 32Q: 3 clusters Score -4687642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -4687642.000000 Penalty: 5181.857422
	Iteration 33F: 3 clusters Score -4687642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Entering Unmasked Estep 
Score: -496014.875000 Penalty: 2025.503174
	Iteration 0F: 2 clusters Score -496014.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -492390.000000 Penalty: 4051.006348
	Iteration 0F: 3 clusters Score -492390 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -493175.437500 Penalty: 4051.006348
	Iteration 1F: 3 clusters Score -493175.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -493375.000000 Penalty: 4051.006348
	Iteration 2F: 3 clusters Score -493375 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -493496.375000 Penalty: 4051.006348
	Iteration 3F: 3 clusters Score -493496.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -493562.156250 Penalty: 4051.006348
	Iteration 4Q: 3 clusters Score -493562.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -493600.843750 Penalty: 4051.006348
	Iteration 5Q: 3 clusters Score -493600.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -493635.562500 Penalty: 4051.006348
	Iteration 6Q: 3 clusters Score -493635.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -493670.031250 Penalty: 4051.006348
	Iteration 7Q: 3 clusters Score -493670 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -493696.593750 Penalty: 4051.006348
	Iteration 8Q: 3 clusters Score -493696.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -493721.156250 Penalty: 4051.006348
	Iteration 9Q: 3 clusters Score -493721.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -493741.093750 Penalty: 4051.006348
	Iteration 10Q: 3 clusters Score -493741.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -493758.750000 Penalty: 4051.006348
	Iteration 11Q: 3 clusters Score -493758.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -493774.593750 Penalty: 4051.006348
	Iteration 12Q: 3 clusters Score -493774.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -493788.468750 Penalty: 4051.006348
	Iteration 13Q: 3 clusters Score -493788.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -493799.312500 Penalty: 4051.006348
	Iteration 14Q: 3 clusters Score -493799.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -493810.718750 Penalty: 4051.006348
	Iteration 15Q: 3 clusters Score -493810.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -493824.250000 Penalty: 4051.006348
	Iteration 16Q: 3 clusters Score -493824.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -493832.781250 Penalty: 4051.006348
	Iteration 17Q: 3 clusters Score -493832.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -493835.937500 Penalty: 4051.006348
	Iteration 18Q: 3 clusters Score -493835.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -493842.406250 Penalty: 4051.006348
	Iteration 19Q: 3 clusters Score -493842.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -493848.562500 Penalty: 4051.006348
	Iteration 20F: 3 clusters Score -493848.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -493853.062500 Penalty: 4051.006348
	Iteration 21Q: 3 clusters Score -493853.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -493859.187500 Penalty: 4051.006348
	Iteration 22Q: 3 clusters Score -493859.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -493864.406250 Penalty: 4051.006348
	Iteration 23Q: 3 clusters Score -493864.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -493872.343750 Penalty: 4051.006348
	Iteration 24Q: 3 clusters Score -493872.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -493877.406250 Penalty: 4051.006348
	Iteration 25Q: 3 clusters Score -493877.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -493884.125000 Penalty: 4051.006348
	Iteration 26Q: 3 clusters Score -493884.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -493888.000000 Penalty: 4051.006348
	Iteration 27Q: 3 clusters Score -493888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -493890.750000 Penalty: 4051.006348
	Iteration 28Q: 3 clusters Score -493890.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -493893.562500 Penalty: 4051.006348
	Iteration 29Q: 3 clusters Score -493893.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -493896.500000 Penalty: 4051.006348
	Iteration 30Q: 3 clusters Score -493896.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -493898.250000 Penalty: 4051.006348
	Iteration 31Q: 3 clusters Score -493898.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -493899.093750 Penalty: 4051.006348
	Iteration 32Q: 3 clusters Score -493899.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -493899.500000 Penalty: 4051.006348
	Iteration 33Q: 3 clusters Score -493899.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -493900.593750 Penalty: 4051.006348
	Iteration 34Q: 3 clusters Score -493900.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -493901.687500 Penalty: 4051.006348
	Iteration 35Q: 3 clusters Score -493901.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -493902.656250 Penalty: 4051.006348
	Iteration 36Q: 3 clusters Score -493902.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -493905.812500 Penalty: 4051.006348
	Iteration 37Q: 3 clusters Score -493905.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -493911.562500 Penalty: 4051.006348
	Iteration 38Q: 3 clusters Score -493911.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -493915.062500 Penalty: 4051.006348
	Iteration 39Q: 3 clusters Score -493915.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -493917.562500 Penalty: 4051.006348
	Iteration 40F: 3 clusters Score -493917.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -493918.750000 Penalty: 4051.006348
	Iteration 41Q: 3 clusters Score -493918.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -493918.750000 Penalty: 4051.006348
	Iteration 42F: 3 clusters Score -493918.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Entering Unmasked Estep 
Score: -243480.140625 Penalty: 1862.179199
	Iteration 0F: 2 clusters Score -243480.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -240982.906250 Penalty: 3724.358398
	Iteration 0F: 3 clusters Score -240982.9 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -241591.437500 Penalty: 3724.358398
	Iteration 1F: 3 clusters Score -241591.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -242302.265625 Penalty: 3724.358398
	Iteration 2F: 3 clusters Score -242302.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -242976.359375 Penalty: 3724.358398
	Iteration 3F: 3 clusters Score -242976.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -243493.484375 Penalty: 3724.358398
	Iteration 4F: 3 clusters Score -243493.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -243736.265625 Penalty: 3724.358398
	Iteration 5F: 3 clusters Score -243736.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -243825.250000 Penalty: 3724.358398
	Iteration 6Q: 3 clusters Score -243825.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -243869.296875 Penalty: 3724.358398
	Iteration 7Q: 3 clusters Score -243869.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -243895.281250 Penalty: 3724.358398
	Iteration 8Q: 3 clusters Score -243895.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -243905.906250 Penalty: 3724.358398
	Iteration 9Q: 3 clusters Score -243905.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -243906.515625 Penalty: 3724.358398
	Iteration 10Q: 3 clusters Score -243906.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -243910.093750 Penalty: 3724.358398
	Iteration 11Q: 3 clusters Score -243910.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -243910.875000 Penalty: 3724.358398
	Iteration 12Q: 3 clusters Score -243910.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -243910.875000 Penalty: 3724.358398
	Iteration 13F: 3 clusters Score -243910.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 55385 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 42532 members 
Mstep: Class 5 contains 50714 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 64255 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 134054 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 159825 members 
Mstep: Class 14 contains 146293 members 
Mstep: Class 15 contains 48237 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 127095 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 66834 members 
Mstep: Class 25 contains 34451 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 232 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 21583 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4037 members 
Mstep: Class 32 contains 1592 members 
Entering Unmasked Estep 
Score: -142940896.000000 Penalty: 110053.570312
Splitting cluster 27 changes total score from -142941984.000000 to -142940896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (5906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Entering Unmasked Estep 
Score: -813763.875000 Penalty: 2153.563721
	Iteration 0F: 2 clusters Score -813763.9 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 3001 members 
Entering Unmasked Estep 
Score: -808670.312500 Penalty: 4307.127441
	Iteration 0F: 3 clusters Score -808670.3 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -809942.812500 Penalty: 4307.127441
	Iteration 1F: 3 clusters Score -809942.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -810168.312500 Penalty: 4307.127441
	Iteration 2F: 3 clusters Score -810168.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -810305.125000 Penalty: 4307.127441
	Iteration 3Q: 3 clusters Score -810305.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -810399.000000 Penalty: 4307.127441
	Iteration 4Q: 3 clusters Score -810399 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -810471.437500 Penalty: 4307.127441
	Iteration 5Q: 3 clusters Score -810471.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -810536.750000 Penalty: 4307.127441
	Iteration 6Q: 3 clusters Score -810536.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -810598.000000 Penalty: 4307.127441
	Iteration 7Q: 3 clusters Score -810598 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -810670.625000 Penalty: 4307.127441
	Iteration 8Q: 3 clusters Score -810670.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -810749.000000 Penalty: 4307.127441
	Iteration 9Q: 3 clusters Score -810749 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -810833.562500 Penalty: 4307.127441
	Iteration 10Q: 3 clusters Score -810833.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -810949.000000 Penalty: 4307.127441
	Iteration 11Q: 3 clusters Score -810949 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -811085.812500 Penalty: 4307.127441
	Iteration 12Q: 3 clusters Score -811085.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -811196.375000 Penalty: 4307.127441
	Iteration 13Q: 3 clusters Score -811196.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -811295.312500 Penalty: 4307.127441
	Iteration 14Q: 3 clusters Score -811295.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -811385.187500 Penalty: 4307.127441
	Iteration 15Q: 3 clusters Score -811385.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -811468.812500 Penalty: 4307.127441
	Iteration 16Q: 3 clusters Score -811468.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -811547.312500 Penalty: 4307.127441
	Iteration 17Q: 3 clusters Score -811547.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -811626.312500 Penalty: 4307.127441
	Iteration 18Q: 3 clusters Score -811626.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -811677.000000 Penalty: 4307.127441
	Iteration 19Q: 3 clusters Score -811677 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -811720.250000 Penalty: 4307.127441
	Iteration 20F: 3 clusters Score -811720.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -811764.000000 Penalty: 4307.127441
	Iteration 21Q: 3 clusters Score -811764 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -811803.437500 Penalty: 4307.127441
	Iteration 22Q: 3 clusters Score -811803.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -811836.062500 Penalty: 4307.127441
	Iteration 23Q: 3 clusters Score -811836.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -811863.937500 Penalty: 4307.127441
	Iteration 24Q: 3 clusters Score -811863.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -811883.187500 Penalty: 4307.127441
	Iteration 25Q: 3 clusters Score -811883.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -811904.875000 Penalty: 4307.127441
	Iteration 26Q: 3 clusters Score -811904.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -811929.062500 Penalty: 4307.127441
	Iteration 27Q: 3 clusters Score -811929.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -811944.125000 Penalty: 4307.127441
	Iteration 28Q: 3 clusters Score -811944.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -811964.312500 Penalty: 4307.127441
	Iteration 29Q: 3 clusters Score -811964.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -811978.062500 Penalty: 4307.127441
	Iteration 30Q: 3 clusters Score -811978.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -811986.750000 Penalty: 4307.127441
	Iteration 31Q: 3 clusters Score -811986.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -811996.812500 Penalty: 4307.127441
	Iteration 32Q: 3 clusters Score -811996.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -812004.750000 Penalty: 4307.127441
	Iteration 33Q: 3 clusters Score -812004.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -812011.125000 Penalty: 4307.127441
	Iteration 34Q: 3 clusters Score -812011.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -812018.437500 Penalty: 4307.127441
	Iteration 35Q: 3 clusters Score -812018.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -812029.687500 Penalty: 4307.127441
	Iteration 36Q: 3 clusters Score -812029.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -812042.000000 Penalty: 4307.127441
	Iteration 37Q: 3 clusters Score -812042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -812054.187500 Penalty: 4307.127441
	Iteration 38Q: 3 clusters Score -812054.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -812055.500000 Penalty: 4307.127441
	Iteration 39Q: 3 clusters Score -812055.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -812060.375000 Penalty: 4307.127441
	Iteration 40F: 3 clusters Score -812060.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -812061.250000 Penalty: 4307.127441
	Iteration 41Q: 3 clusters Score -812061.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -812061.687500 Penalty: 4307.127441
	Iteration 42Q: 3 clusters Score -812061.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -812063.125000 Penalty: 4307.127441
	Iteration 43Q: 3 clusters Score -812063.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -812062.687500 Penalty: 4307.127441
	Iteration 44Q: 3 clusters Score -812062.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -812062.687500 Penalty: 4307.127441
	Iteration 45Q: 3 clusters Score -812062.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -812066.125000 Penalty: 4307.127441
	Iteration 46Q: 3 clusters Score -812066.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -812066.187500 Penalty: 4307.127441
	Iteration 47Q: 3 clusters Score -812066.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -812067.937500 Penalty: 4307.127441
	Iteration 48Q: 3 clusters Score -812067.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -812069.375000 Penalty: 4307.127441
	Iteration 49Q: 3 clusters Score -812069.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -812070.062500 Penalty: 4307.127441
	Iteration 50Q: 3 clusters Score -812070.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -812070.062500 Penalty: 4307.127441
	Iteration 51F: 3 clusters Score -812070.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Entering Unmasked Estep 
Score: -2810169.250000 Penalty: 2474.955811
	Iteration 0F: 2 clusters Score -2810169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2795020.750000 Penalty: 4949.911621
	Iteration 0F: 3 clusters Score -2795021 nChanged 9584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2800153.250000 Penalty: 4949.911621
	Iteration 1F: 3 clusters Score -2800153 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2800646.000000 Penalty: 4949.911621
	Iteration 2F: 3 clusters Score -2800646 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2801157.500000 Penalty: 4949.911621
	Iteration 3F: 3 clusters Score -2801158 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2801660.750000 Penalty: 4949.911621
	Iteration 4Q: 3 clusters Score -2801661 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2802183.500000 Penalty: 4949.911621
	Iteration 5Q: 3 clusters Score -2802184 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2802748.000000 Penalty: 4949.911621
	Iteration 6Q: 3 clusters Score -2802748 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2803330.500000 Penalty: 4949.911621
	Iteration 7Q: 3 clusters Score -2803330 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2803928.250000 Penalty: 4949.911621
	Iteration 8Q: 3 clusters Score -2803928 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2804431.750000 Penalty: 4949.911621
	Iteration 9Q: 3 clusters Score -2804432 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2804898.500000 Penalty: 4949.911621
	Iteration 10Q: 3 clusters Score -2804898 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2805277.500000 Penalty: 4949.911621
	Iteration 11Q: 3 clusters Score -2805278 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2805648.750000 Penalty: 4949.911621
	Iteration 12Q: 3 clusters Score -2805649 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2805997.500000 Penalty: 4949.911621
	Iteration 13Q: 3 clusters Score -2805998 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2806314.000000 Penalty: 4949.911621
	Iteration 14Q: 3 clusters Score -2806314 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2806662.000000 Penalty: 4949.911621
	Iteration 15Q: 3 clusters Score -2806662 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2806979.500000 Penalty: 4949.911621
	Iteration 16Q: 3 clusters Score -2806980 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2807262.500000 Penalty: 4949.911621
	Iteration 17Q: 3 clusters Score -2807262 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2807491.750000 Penalty: 4949.911621
	Iteration 18Q: 3 clusters Score -2807492 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2807662.000000 Penalty: 4949.911621
	Iteration 19Q: 3 clusters Score -2807662 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -2807789.750000 Penalty: 4949.911621
	Iteration 20F: 3 clusters Score -2807790 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2807883.750000 Penalty: 4949.911621
	Iteration 21Q: 3 clusters Score -2807884 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2807983.750000 Penalty: 4949.911621
	Iteration 22Q: 3 clusters Score -2807984 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -2808045.750000 Penalty: 4949.911621
	Iteration 23Q: 3 clusters Score -2808046 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2808115.000000 Penalty: 4949.911621
	Iteration 24Q: 3 clusters Score -2808115 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2808167.000000 Penalty: 4949.911621
	Iteration 25Q: 3 clusters Score -2808167 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -2808196.500000 Penalty: 4949.911621
	Iteration 26Q: 3 clusters Score -2808196 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -2808219.000000 Penalty: 4949.911621
	Iteration 27Q: 3 clusters Score -2808219 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2808252.250000 Penalty: 4949.911621
	Iteration 28Q: 3 clusters Score -2808252 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -2808280.000000 Penalty: 4949.911621
	Iteration 29Q: 3 clusters Score -2808280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2808302.250000 Penalty: 4949.911621
	Iteration 30Q: 3 clusters Score -2808302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2808315.250000 Penalty: 4949.911621
	Iteration 31Q: 3 clusters Score -2808315 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2808336.250000 Penalty: 4949.911621
	Iteration 32Q: 3 clusters Score -2808336 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2808359.500000 Penalty: 4949.911621
	Iteration 33Q: 3 clusters Score -2808360 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2808383.500000 Penalty: 4949.911621
	Iteration 34Q: 3 clusters Score -2808384 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2808396.750000 Penalty: 4949.911621
	Iteration 35Q: 3 clusters Score -2808397 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2808416.000000 Penalty: 4949.911621
	Iteration 36Q: 3 clusters Score -2808416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -2808430.750000 Penalty: 4949.911621
	Iteration 37Q: 3 clusters Score -2808431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -2808437.000000 Penalty: 4949.911621
	Iteration 38Q: 3 clusters Score -2808437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -2808443.500000 Penalty: 4949.911621
	Iteration 39Q: 3 clusters Score -2808444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2808456.000000 Penalty: 4949.911621
	Iteration 40F: 3 clusters Score -2808456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -2808466.250000 Penalty: 4949.911621
	Iteration 41Q: 3 clusters Score -2808466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2808469.500000 Penalty: 4949.911621
	Iteration 42Q: 3 clusters Score -2808470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -2808471.750000 Penalty: 4949.911621
	Iteration 43Q: 3 clusters Score -2808472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2808479.000000 Penalty: 4949.911621
	Iteration 44Q: 3 clusters Score -2808479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -2808476.000000 Penalty: 4949.911621
	Iteration 45Q: 3 clusters Score -2808476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2808480.000000 Penalty: 4949.911621
	Iteration 46Q: 3 clusters Score -2808480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -2808483.000000 Penalty: 4949.911621
	Iteration 47Q: 3 clusters Score -2808483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2808487.000000 Penalty: 4949.911621
	Iteration 48Q: 3 clusters Score -2808487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2808489.250000 Penalty: 4949.911621
	Iteration 49Q: 3 clusters Score -2808489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -2808492.500000 Penalty: 4949.911621
	Iteration 50Q: 3 clusters Score -2808492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2808495.500000 Penalty: 4949.911621
	Iteration 51Q: 3 clusters Score -2808496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2808499.500000 Penalty: 4949.911621
	Iteration 52Q: 3 clusters Score -2808500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -2808501.250000 Penalty: 4949.911621
	Iteration 53Q: 3 clusters Score -2808501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -2808508.250000 Penalty: 4949.911621
	Iteration 54Q: 3 clusters Score -2808508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2808517.250000 Penalty: 4949.911621
	Iteration 55Q: 3 clusters Score -2808517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2808528.500000 Penalty: 4949.911621
	Iteration 56Q: 3 clusters Score -2808528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -2808533.250000 Penalty: 4949.911621
	Iteration 57Q: 3 clusters Score -2808533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -2808533.000000 Penalty: 4949.911621
	Iteration 58Q: 3 clusters Score -2808533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2808536.000000 Penalty: 4949.911621
	Iteration 59Q: 3 clusters Score -2808536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2808542.250000 Penalty: 4949.911621
	Iteration 60F: 3 clusters Score -2808542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -2808545.750000 Penalty: 4949.911621
	Iteration 61Q: 3 clusters Score -2808546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2808547.750000 Penalty: 4949.911621
	Iteration 62Q: 3 clusters Score -2808548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -2808556.500000 Penalty: 4949.911621
	Iteration 63Q: 3 clusters Score -2808556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2808555.750000 Penalty: 4949.911621
	Iteration 64Q: 3 clusters Score -2808556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -2808560.250000 Penalty: 4949.911621
	Iteration 65Q: 3 clusters Score -2808560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2808562.750000 Penalty: 4949.911621
	Iteration 66Q: 3 clusters Score -2808563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2808561.500000 Penalty: 4949.911621
	Iteration 67Q: 3 clusters Score -2808562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2808561.750000 Penalty: 4949.911621
	Iteration 68Q: 3 clusters Score -2808562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -2808562.750000 Penalty: 4949.911621
	Iteration 69Q: 3 clusters Score -2808563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -2808558.250000 Penalty: 4949.911621
	Iteration 70Q: 3 clusters Score -2808558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -2808558.250000 Penalty: 4949.911621
	Iteration 71F: 3 clusters Score -2808558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Entering Unmasked Estep 
Score: -352116.750000 Penalty: 1948.559326
	Iteration 0F: 2 clusters Score -352116.8 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 1218 members 
Entering Unmasked Estep 
Score: -349093.031250 Penalty: 3897.118652
	Iteration 0F: 3 clusters Score -349093 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -349689.843750 Penalty: 3897.118652
	Iteration 1F: 3 clusters Score -349689.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -349863.062500 Penalty: 3897.118652
	Iteration 2F: 3 clusters Score -349863.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -349956.656250 Penalty: 3897.118652
	Iteration 3Q: 3 clusters Score -349956.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -350028.343750 Penalty: 3897.118652
	Iteration 4Q: 3 clusters Score -350028.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -350076.875000 Penalty: 3897.118652
	Iteration 5Q: 3 clusters Score -350076.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -350108.500000 Penalty: 3897.118652
	Iteration 6Q: 3 clusters Score -350108.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -350139.687500 Penalty: 3897.118652
	Iteration 7Q: 3 clusters Score -350139.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -350168.562500 Penalty: 3897.118652
	Iteration 8Q: 3 clusters Score -350168.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -350196.375000 Penalty: 3897.118652
	Iteration 9Q: 3 clusters Score -350196.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -350219.281250 Penalty: 3897.118652
	Iteration 10Q: 3 clusters Score -350219.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -350235.687500 Penalty: 3897.118652
	Iteration 11Q: 3 clusters Score -350235.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -350249.156250 Penalty: 3897.118652
	Iteration 12Q: 3 clusters Score -350249.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -350263.125000 Penalty: 3897.118652
	Iteration 13Q: 3 clusters Score -350263.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -350277.218750 Penalty: 3897.118652
	Iteration 14Q: 3 clusters Score -350277.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -350293.000000 Penalty: 3897.118652
	Iteration 15Q: 3 clusters Score -350293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -350305.281250 Penalty: 3897.118652
	Iteration 16Q: 3 clusters Score -350305.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -350313.812500 Penalty: 3897.118652
	Iteration 17Q: 3 clusters Score -350313.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -350323.343750 Penalty: 3897.118652
	Iteration 18Q: 3 clusters Score -350323.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -350331.187500 Penalty: 3897.118652
	Iteration 19Q: 3 clusters Score -350331.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -350338.125000 Penalty: 3897.118652
	Iteration 20F: 3 clusters Score -350338.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -350342.187500 Penalty: 3897.118652
	Iteration 21Q: 3 clusters Score -350342.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -350345.187500 Penalty: 3897.118652
	Iteration 22Q: 3 clusters Score -350345.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -350350.250000 Penalty: 3897.118652
	Iteration 23Q: 3 clusters Score -350350.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -350354.687500 Penalty: 3897.118652
	Iteration 24Q: 3 clusters Score -350354.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -350360.843750 Penalty: 3897.118652
	Iteration 25Q: 3 clusters Score -350360.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -350365.156250 Penalty: 3897.118652
	Iteration 26Q: 3 clusters Score -350365.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -350366.906250 Penalty: 3897.118652
	Iteration 27Q: 3 clusters Score -350366.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -350368.593750 Penalty: 3897.118652
	Iteration 28Q: 3 clusters Score -350368.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -350371.000000 Penalty: 3897.118652
	Iteration 29Q: 3 clusters Score -350371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -350373.281250 Penalty: 3897.118652
	Iteration 30Q: 3 clusters Score -350373.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -350373.812500 Penalty: 3897.118652
	Iteration 31Q: 3 clusters Score -350373.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -350374.687500 Penalty: 3897.118652
	Iteration 32Q: 3 clusters Score -350374.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -350375.312500 Penalty: 3897.118652
	Iteration 33Q: 3 clusters Score -350375.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -350376.312500 Penalty: 3897.118652
	Iteration 34Q: 3 clusters Score -350376.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -350377.656250 Penalty: 3897.118652
	Iteration 35Q: 3 clusters Score -350377.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -350379.125000 Penalty: 3897.118652
	Iteration 36Q: 3 clusters Score -350379.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -350379.968750 Penalty: 3897.118652
	Iteration 37Q: 3 clusters Score -350380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -350380.750000 Penalty: 3897.118652
	Iteration 38Q: 3 clusters Score -350380.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -350382.125000 Penalty: 3897.118652
	Iteration 39Q: 3 clusters Score -350382.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -350383.906250 Penalty: 3897.118652
	Iteration 40F: 3 clusters Score -350383.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -350386.375000 Penalty: 3897.118652
	Iteration 41Q: 3 clusters Score -350386.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -350388.000000 Penalty: 3897.118652
	Iteration 42Q: 3 clusters Score -350388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -350389.687500 Penalty: 3897.118652
	Iteration 43Q: 3 clusters Score -350389.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -350392.562500 Penalty: 3897.118652
	Iteration 44Q: 3 clusters Score -350392.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -350394.187500 Penalty: 3897.118652
	Iteration 45Q: 3 clusters Score -350394.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -350393.968750 Penalty: 3897.118652
	Iteration 46Q: 3 clusters Score -350394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -350394.156250 Penalty: 3897.118652
	Iteration 47Q: 3 clusters Score -350394.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -350395.093750 Penalty: 3897.118652
	Iteration 48Q: 3 clusters Score -350395.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -350396.218750 Penalty: 3897.118652
	Iteration 49Q: 3 clusters Score -350396.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -350396.031250 Penalty: 3897.118652
	Iteration 50Q: 3 clusters Score -350396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -350397.875000 Penalty: 3897.118652
	Iteration 51Q: 3 clusters Score -350397.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -350398.656250 Penalty: 3897.118652
	Iteration 52Q: 3 clusters Score -350398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -350399.406250 Penalty: 3897.118652
	Iteration 53Q: 3 clusters Score -350399.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -350401.750000 Penalty: 3897.118652
	Iteration 54Q: 3 clusters Score -350401.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -350404.562500 Penalty: 3897.118652
	Iteration 55Q: 3 clusters Score -350404.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -350405.687500 Penalty: 3897.118652
	Iteration 56Q: 3 clusters Score -350405.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -350407.656250 Penalty: 3897.118652
	Iteration 57Q: 3 clusters Score -350407.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -350408.312500 Penalty: 3897.118652
	Iteration 58Q: 3 clusters Score -350408.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -350409.906250 Penalty: 3897.118652
	Iteration 59Q: 3 clusters Score -350409.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -350410.000000 Penalty: 3897.118652
	Iteration 60F: 3 clusters Score -350410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -350411.375000 Penalty: 3897.118652
	Iteration 61Q: 3 clusters Score -350411.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -350412.312500 Penalty: 3897.118652
	Iteration 62Q: 3 clusters Score -350412.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -350413.437500 Penalty: 3897.118652
	Iteration 63Q: 3 clusters Score -350413.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -350413.781250 Penalty: 3897.118652
	Iteration 64Q: 3 clusters Score -350413.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -350414.156250 Penalty: 3897.118652
	Iteration 65Q: 3 clusters Score -350414.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -350414.156250 Penalty: 3897.118652
	Iteration 66F: 3 clusters Score -350414.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -546108.562500 Penalty: 2059.207764
	Iteration 0F: 2 clusters Score -546108.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -542212.250000 Penalty: 4118.415527
	Iteration 0F: 3 clusters Score -542212.2 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -543180.375000 Penalty: 4118.415527
	Iteration 1F: 3 clusters Score -543180.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -543408.875000 Penalty: 4118.415527
	Iteration 2F: 3 clusters Score -543408.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -543541.625000 Penalty: 4118.415527
	Iteration 3Q: 3 clusters Score -543541.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -543654.375000 Penalty: 4118.415527
	Iteration 4Q: 3 clusters Score -543654.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -543731.125000 Penalty: 4118.415527
	Iteration 5Q: 3 clusters Score -543731.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -543792.375000 Penalty: 4118.415527
	Iteration 6Q: 3 clusters Score -543792.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -543850.750000 Penalty: 4118.415527
	Iteration 7Q: 3 clusters Score -543850.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -543902.375000 Penalty: 4118.415527
	Iteration 8Q: 3 clusters Score -543902.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -543944.062500 Penalty: 4118.415527
	Iteration 9Q: 3 clusters Score -543944.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -543978.625000 Penalty: 4118.415527
	Iteration 10Q: 3 clusters Score -543978.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -543998.562500 Penalty: 4118.415527
	Iteration 11Q: 3 clusters Score -543998.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -544020.375000 Penalty: 4118.415527
	Iteration 12Q: 3 clusters Score -544020.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -544044.312500 Penalty: 4118.415527
	Iteration 13Q: 3 clusters Score -544044.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -544068.625000 Penalty: 4118.415527
	Iteration 14Q: 3 clusters Score -544068.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -544094.562500 Penalty: 4118.415527
	Iteration 15Q: 3 clusters Score -544094.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -544112.937500 Penalty: 4118.415527
	Iteration 16Q: 3 clusters Score -544112.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -544124.000000 Penalty: 4118.415527
	Iteration 17Q: 3 clusters Score -544124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -544131.687500 Penalty: 4118.415527
	Iteration 18Q: 3 clusters Score -544131.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -544134.625000 Penalty: 4118.415527
	Iteration 19Q: 3 clusters Score -544134.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -544136.625000 Penalty: 4118.415527
	Iteration 20F: 3 clusters Score -544136.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -544138.875000 Penalty: 4118.415527
	Iteration 21Q: 3 clusters Score -544138.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -544142.500000 Penalty: 4118.415527
	Iteration 22Q: 3 clusters Score -544142.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -544147.437500 Penalty: 4118.415527
	Iteration 23Q: 3 clusters Score -544147.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -544150.000000 Penalty: 4118.415527
	Iteration 24Q: 3 clusters Score -544150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -544150.937500 Penalty: 4118.415527
	Iteration 25Q: 3 clusters Score -544150.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -544151.437500 Penalty: 4118.415527
	Iteration 26Q: 3 clusters Score -544151.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -544152.437500 Penalty: 4118.415527
	Iteration 27Q: 3 clusters Score -544152.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -544152.687500 Penalty: 4118.415527
	Iteration 28Q: 3 clusters Score -544152.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -544154.500000 Penalty: 4118.415527
	Iteration 29Q: 3 clusters Score -544154.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -544156.625000 Penalty: 4118.415527
	Iteration 30Q: 3 clusters Score -544156.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -544159.062500 Penalty: 4118.415527
	Iteration 31Q: 3 clusters Score -544159.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -544159.125000 Penalty: 4118.415527
	Iteration 32Q: 3 clusters Score -544159.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -544159.437500 Penalty: 4118.415527
	Iteration 33Q: 3 clusters Score -544159.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -544160.250000 Penalty: 4118.415527
	Iteration 34Q: 3 clusters Score -544160.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -544159.562500 Penalty: 4118.415527
	Iteration 35Q: 3 clusters Score -544159.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -544160.250000 Penalty: 4118.415527
	Iteration 36Q: 3 clusters Score -544160.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -544160.687500 Penalty: 4118.415527
	Iteration 37Q: 3 clusters Score -544160.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -544162.062500 Penalty: 4118.415527
	Iteration 38Q: 3 clusters Score -544162.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -544162.312500 Penalty: 4118.415527
	Iteration 39Q: 3 clusters Score -544162.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -544162.312500 Penalty: 4118.415527
	Iteration 40F: 3 clusters Score -544162.3 nChanged 0
--- Evaluating fit on full set of 3160532 points ---
Entering Unmasked Estep 
Score: -420397504.000000 Penalty: 115060.539062
20->32 Clusters: Score -420397504.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1053510 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52859 members 
Mstep: Class 2 contains 52631 members 
Mstep: Class 3 contains 52992 members 
Mstep: Class 4 contains 52631 members 
Mstep: Class 5 contains 52646 members 
Mstep: Class 6 contains 52593 members 
Mstep: Class 7 contains 52609 members 
Mstep: Class 8 contains 52395 members 
Mstep: Class 9 contains 52672 members 
Mstep: Class 10 contains 52698 members 
Mstep: Class 11 contains 52753 members 
Mstep: Class 12 contains 52459 members 
Mstep: Class 13 contains 52759 members 
Mstep: Class 14 contains 52730 members 
Mstep: Class 15 contains 53320 members 
Mstep: Class 16 contains 52250 members 
Mstep: Class 17 contains 52865 members 
Mstep: Class 18 contains 52462 members 
Mstep: Class 19 contains 52235 members 
Mstep: Class 20 contains 52951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 909.117371 but Gain 3439.175781
Score: -138277776.000000 Penalty: 65344.308594
Iteration 0F: 20 clusters Score -1.382778e+08 nChanged 997557
Entering Unmasked Mstep 
Mstep: Class 0 contains 1089 members 
Mstep: Class 1 contains 78695 members 
Mstep: Class 2 contains 54264 members 
Mstep: Class 3 contains 53566 members 
Mstep: Class 4 contains 32111 members 
Mstep: Class 5 contains 47578 members 
Mstep: Class 6 contains 36415 members 
Mstep: Class 7 contains 28805 members 
Mstep: Class 8 contains 57797 members 
Mstep: Class 9 contains 67840 members 
Mstep: Class 11 contains 47840 members 
Mstep: Class 12 contains 26154 members 
Mstep: Class 13 contains 107392 members 
Mstep: Class 14 contains 49047 members 
Mstep: Class 15 contains 43565 members 
Mstep: Class 16 contains 45555 members 
Mstep: Class 17 contains 113671 members 
Mstep: Class 18 contains 48436 members 
Mstep: Class 19 contains 29283 members 
Mstep: Class 20 contains 84407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140695344.000000 Penalty: 65344.308594
Iteration 1F: 20 clusters Score -1.406953e+08 nChanged 446832
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 63994 members 
Mstep: Class 2 contains 96090 members 
Mstep: Class 3 contains 20146 members 
Mstep: Class 4 contains 25035 members 
Mstep: Class 5 contains 29617 members 
Mstep: Class 6 contains 45470 members 
Mstep: Class 7 contains 23024 members 
Mstep: Class 8 contains 61609 members 
Mstep: Class 9 contains 73975 members 
Mstep: Class 11 contains 49914 members 
Mstep: Class 12 contains 23919 members 
Mstep: Class 13 contains 138475 members 
Mstep: Class 14 contains 40470 members 
Mstep: Class 15 contains 41838 members 
Mstep: Class 16 contains 46282 members 
Mstep: Class 17 contains 153074 members 
Mstep: Class 18 contains 40338 members 
Mstep: Class 19 contains 20927 members 
Mstep: Class 20 contains 59042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141777664.000000 Penalty: 65344.308594
Iteration 2F: 20 clusters Score -1.417777e+08 nChanged 324745
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 116476 members 
Mstep: Class 3 contains 6003 members 
Mstep: Class 4 contains 16208 members 
Mstep: Class 5 contains 25798 members 
Mstep: Class 6 contains 39814 members 
Mstep: Class 7 contains 20825 members 
Mstep: Class 8 contains 48562 members 
Mstep: Class 9 contains 85320 members 
Mstep: Class 11 contains 38155 members 
Mstep: Class 12 contains 18481 members 
Mstep: Class 13 contains 177359 members 
Mstep: Class 14 contains 32689 members 
Mstep: Class 15 contains 36051 members 
Mstep: Class 16 contains 41318 members 
Mstep: Class 17 contains 206922 members 
Mstep: Class 18 contains 45452 members 
Mstep: Class 19 contains 17954 members 
Mstep: Class 20 contains 30134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142186192.000000 Penalty: 65344.308594
Iteration 3F: 20 clusters Score -1.421862e+08 nChanged 214202
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 123893 members 
Mstep: Class 3 contains 2765 members 
Mstep: Class 4 contains 10796 members 
Mstep: Class 5 contains 22402 members 
Mstep: Class 6 contains 36595 members 
Mstep: Class 7 contains 16827 members 
Mstep: Class 8 contains 46080 members 
Mstep: Class 9 contains 92270 members 
Mstep: Class 11 contains 28402 members 
Mstep: Class 12 contains 12353 members 
Mstep: Class 13 contains 204233 members 
Mstep: Class 14 contains 31212 members 
Mstep: Class 15 contains 27150 members 
Mstep: Class 16 contains 33232 members 
Mstep: Class 17 contains 237411 members 
Mstep: Class 18 contains 51729 members 
Mstep: Class 19 contains 18521 members 
Mstep: Class 20 contains 12829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142375552.000000 Penalty: 65344.308594
Iteration 4F: 20 clusters Score -1.423756e+08 nChanged 152596
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 130930 members 
Mstep: Class 3 contains 2151 members 
Mstep: Class 4 contains 7697 members 
Mstep: Class 5 contains 20891 members 
Mstep: Class 6 contains 37213 members 
Mstep: Class 7 contains 13711 members 
Mstep: Class 8 contains 45215 members 
Mstep: Class 9 contains 94926 members 
Mstep: Class 11 contains 22168 members 
Mstep: Class 12 contains 8256 members 
Mstep: Class 13 contains 219281 members 
Mstep: Class 14 contains 32651 members 
Mstep: Class 15 contains 19385 members 
Mstep: Class 16 contains 27077 members 
Mstep: Class 17 contains 247414 members 
Mstep: Class 18 contains 55520 members 
Mstep: Class 19 contains 18069 members 
Mstep: Class 20 contains 4559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142471840.000000 Penalty: 65344.308594
Iteration 5F: 20 clusters Score -1.424718e+08 nChanged 116867
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 141533 members 
Mstep: Class 3 contains 1945 members 
Mstep: Class 4 contains 5947 members 
Mstep: Class 5 contains 19655 members 
Mstep: Class 6 contains 39437 members 
Mstep: Class 7 contains 12109 members 
Mstep: Class 8 contains 44812 members 
Mstep: Class 9 contains 95145 members 
Mstep: Class 11 contains 18067 members 
Mstep: Class 12 contains 5894 members 
Mstep: Class 13 contains 224359 members 
Mstep: Class 14 contains 35611 members 
Mstep: Class 15 contains 14061 members 
Mstep: Class 16 contains 23260 members 
Mstep: Class 17 contains 246468 members 
Mstep: Class 18 contains 56712 members 
Mstep: Class 19 contains 16949 members 
Mstep: Class 20 contains 2289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142526976.000000 Penalty: 65344.308594
Iteration 6F: 20 clusters Score -1.42527e+08 nChanged 94072
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 156416 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 5191 members 
Mstep: Class 5 contains 18675 members 
Mstep: Class 6 contains 41930 members 
Mstep: Class 7 contains 11228 members 
Mstep: Class 8 contains 44682 members 
Mstep: Class 9 contains 94518 members 
Mstep: Class 11 contains 15188 members 
Mstep: Class 12 contains 4556 members 
Mstep: Class 13 contains 221618 members 
Mstep: Class 14 contains 39308 members 
Mstep: Class 15 contains 10836 members 
Mstep: Class 16 contains 21526 members 
Mstep: Class 17 contains 240741 members 
Mstep: Class 18 contains 56335 members 
Mstep: Class 19 contains 15963 members 
Mstep: Class 20 contains 1790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142573536.000000 Penalty: 65344.308594
Iteration 7F: 20 clusters Score -1.425735e+08 nChanged 81193
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 172339 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 5121 members 
Mstep: Class 5 contains 17672 members 
Mstep: Class 6 contains 44329 members 
Mstep: Class 7 contains 10761 members 
Mstep: Class 8 contains 44623 members 
Mstep: Class 9 contains 93180 members 
Mstep: Class 11 contains 13083 members 
Mstep: Class 12 contains 3746 members 
Mstep: Class 13 contains 215422 members 
Mstep: Class 14 contains 42910 members 
Mstep: Class 15 contains 8784 members 
Mstep: Class 16 contains 20939 members 
Mstep: Class 17 contains 234324 members 
Mstep: Class 18 contains 55080 members 
Mstep: Class 19 contains 15385 members 
Mstep: Class 20 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142615488.000000 Penalty: 65344.308594
Iteration 8F: 20 clusters Score -1.426155e+08 nChanged 73180
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 187115 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 5586 members 
Mstep: Class 5 contains 16648 members 
Mstep: Class 6 contains 46591 members 
Mstep: Class 7 contains 10645 members 
Mstep: Class 8 contains 44493 members 
Mstep: Class 9 contains 91380 members 
Mstep: Class 11 contains 11591 members 
Mstep: Class 12 contains 3280 members 
Mstep: Class 13 contains 209877 members 
Mstep: Class 14 contains 46445 members 
Mstep: Class 15 contains 7496 members 
Mstep: Class 16 contains 21338 members 
Mstep: Class 17 contains 226652 members 
Mstep: Class 18 contains 53185 members 
Mstep: Class 19 contains 14940 members 
Mstep: Class 20 contains 1634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142652016.000000 Penalty: 65344.308594
Iteration 9F: 20 clusters Score -1.42652e+08 nChanged 65092
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 52770 members 
Mstep: Class 2 contains 199356 members 
Mstep: Class 3 contains 1732 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 15709 members 
Mstep: Class 6 contains 48448 members 
Mstep: Class 7 contains 10930 members 
Mstep: Class 8 contains 44247 members 
Mstep: Class 9 contains 89088 members 
Mstep: Class 11 contains 10333 members 
Mstep: Class 12 contains 2976 members 
Mstep: Class 13 contains 206517 members 
Mstep: Class 14 contains 49750 members 
Mstep: Class 15 contains 6662 members 
Mstep: Class 16 contains 22475 members 
Mstep: Class 17 contains 219038 members 
Mstep: Class 18 contains 50842 members 
Mstep: Class 19 contains 14528 members 
Mstep: Class 20 contains 1632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142683040.000000 Penalty: 65344.308594
Iteration 10F: 20 clusters Score -1.42683e+08 nChanged 55950
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 208402 members 
Mstep: Class 3 contains 1696 members 
Mstep: Class 4 contains 7827 members 
Mstep: Class 5 contains 14851 members 
Mstep: Class 6 contains 50004 members 
Mstep: Class 7 contains 11434 members 
Mstep: Class 8 contains 44034 members 
Mstep: Class 9 contains 86232 members 
Mstep: Class 11 contains 9421 members 
Mstep: Class 12 contains 2782 members 
Mstep: Class 13 contains 204131 members 
Mstep: Class 14 contains 52800 members 
Mstep: Class 15 contains 6031 members 
Mstep: Class 16 contains 23955 members 
Mstep: Class 17 contains 213463 members 
Mstep: Class 18 contains 48400 members 
Mstep: Class 19 contains 14080 members 
Mstep: Class 20 contains 1634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142706800.000000 Penalty: 65344.308594
Iteration 11F: 20 clusters Score -1.427068e+08 nChanged 48929
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 215046 members 
Mstep: Class 3 contains 1665 members 
Mstep: Class 4 contains 9427 members 
Mstep: Class 5 contains 14109 members 
Mstep: Class 6 contains 51251 members 
Mstep: Class 7 contains 11984 members 
Mstep: Class 8 contains 43959 members 
Mstep: Class 9 contains 83040 members 
Mstep: Class 11 contains 8911 members 
Mstep: Class 12 contains 2643 members 
Mstep: Class 13 contains 202355 members 
Mstep: Class 14 contains 55579 members 
Mstep: Class 15 contains 5635 members 
Mstep: Class 16 contains 25528 members 
Mstep: Class 17 contains 209583 members 
Mstep: Class 18 contains 46038 members 
Mstep: Class 19 contains 13725 members 
Mstep: Class 20 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142728176.000000 Penalty: 65344.308594
Iteration 12Q: 20 clusters Score -1.427282e+08 nChanged 43897
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 50081 members 
Mstep: Class 2 contains 221700 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 11093 members 
Mstep: Class 5 contains 13627 members 
Mstep: Class 6 contains 52262 members 
Mstep: Class 7 contains 12575 members 
Mstep: Class 8 contains 44002 members 
Mstep: Class 9 contains 79724 members 
Mstep: Class 11 contains 8678 members 
Mstep: Class 12 contains 2596 members 
Mstep: Class 13 contains 200904 members 
Mstep: Class 14 contains 58079 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 27089 members 
Mstep: Class 17 contains 205138 members 
Mstep: Class 18 contains 43849 members 
Mstep: Class 19 contains 13457 members 
Mstep: Class 20 contains 1642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142748416.000000 Penalty: 65344.308594
Iteration 13Q: 20 clusters Score -1.427484e+08 nChanged 41854
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 2 contains 230782 members 
Mstep: Class 3 contains 1608 members 
Mstep: Class 4 contains 12628 members 
Mstep: Class 5 contains 13119 members 
Mstep: Class 6 contains 53023 members 
Mstep: Class 7 contains 13132 members 
Mstep: Class 8 contains 44176 members 
Mstep: Class 9 contains 76158 members 
Mstep: Class 11 contains 8679 members 
Mstep: Class 12 contains 2559 members 
Mstep: Class 13 contains 199281 members 
Mstep: Class 14 contains 60244 members 
Mstep: Class 15 contains 5201 members 
Mstep: Class 16 contains 28418 members 
Mstep: Class 17 contains 199065 members 
Mstep: Class 18 contains 41974 members 
Mstep: Class 19 contains 13223 members 
Mstep: Class 20 contains 1650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142760480.000000 Penalty: 65344.308594
Iteration 14Q: 20 clusters Score -1.427605e+08 nChanged 40735
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 239045 members 
Mstep: Class 3 contains 1599 members 
Mstep: Class 4 contains 14068 members 
Mstep: Class 5 contains 12634 members 
Mstep: Class 6 contains 53579 members 
Mstep: Class 7 contains 13612 members 
Mstep: Class 8 contains 44374 members 
Mstep: Class 9 contains 73030 members 
Mstep: Class 11 contains 8903 members 
Mstep: Class 12 contains 2541 members 
Mstep: Class 13 contains 198286 members 
Mstep: Class 14 contains 62209 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 29608 members 
Mstep: Class 17 contains 192903 members 
Mstep: Class 18 contains 40371 members 
Mstep: Class 19 contains 12996 members 
Mstep: Class 20 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142774800.000000 Penalty: 65344.308594
Iteration 15Q: 20 clusters Score -1.427748e+08 nChanged 40697
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 246946 members 
Mstep: Class 3 contains 1590 members 
Mstep: Class 4 contains 15337 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 53831 members 
Mstep: Class 7 contains 14060 members 
Mstep: Class 8 contains 44512 members 
Mstep: Class 9 contains 69871 members 
Mstep: Class 11 contains 9204 members 
Mstep: Class 12 contains 2494 members 
Mstep: Class 13 contains 196991 members 
Mstep: Class 14 contains 63967 members 
Mstep: Class 15 contains 5096 members 
Mstep: Class 16 contains 30598 members 
Mstep: Class 17 contains 188411 members 
Mstep: Class 18 contains 38938 members 
Mstep: Class 19 contains 12798 members 
Mstep: Class 20 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142782880.000000 Penalty: 65344.308594
Iteration 16Q: 20 clusters Score -1.427829e+08 nChanged 38508
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 252200 members 
Mstep: Class 3 contains 1580 members 
Mstep: Class 4 contains 16402 members 
Mstep: Class 5 contains 11734 members 
Mstep: Class 6 contains 54026 members 
Mstep: Class 7 contains 14496 members 
Mstep: Class 8 contains 44654 members 
Mstep: Class 9 contains 67254 members 
Mstep: Class 11 contains 9646 members 
Mstep: Class 12 contains 2511 members 
Mstep: Class 13 contains 196096 members 
Mstep: Class 14 contains 65584 members 
Mstep: Class 15 contains 5070 members 
Mstep: Class 16 contains 31787 members 
Mstep: Class 17 contains 185671 members 
Mstep: Class 18 contains 37709 members 
Mstep: Class 19 contains 12571 members 
Mstep: Class 20 contains 1665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783584.000000 Penalty: 65344.308594
Iteration 17Q: 20 clusters Score -1.427836e+08 nChanged 34905
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 253944 members 
Mstep: Class 3 contains 1570 members 
Mstep: Class 4 contains 17392 members 
Mstep: Class 5 contains 11353 members 
Mstep: Class 6 contains 54290 members 
Mstep: Class 7 contains 14844 members 
Mstep: Class 8 contains 44803 members 
Mstep: Class 9 contains 65235 members 
Mstep: Class 11 contains 10288 members 
Mstep: Class 12 contains 2578 members 
Mstep: Class 13 contains 195691 members 
Mstep: Class 14 contains 67233 members 
Mstep: Class 15 contains 5171 members 
Mstep: Class 16 contains 33264 members 
Mstep: Class 17 contains 184424 members 
Mstep: Class 18 contains 36637 members 
Mstep: Class 19 contains 12373 members 
Mstep: Class 20 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784624.000000 Penalty: 65344.308594
Iteration 18Q: 20 clusters Score -1.427846e+08 nChanged 30824
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 253798 members 
Mstep: Class 3 contains 1565 members 
Mstep: Class 4 contains 18301 members 
Mstep: Class 5 contains 10990 members 
Mstep: Class 6 contains 54607 members 
Mstep: Class 7 contains 15155 members 
Mstep: Class 8 contains 44916 members 
Mstep: Class 9 contains 63638 members 
Mstep: Class 11 contains 11076 members 
Mstep: Class 12 contains 2711 members 
Mstep: Class 13 contains 195539 members 
Mstep: Class 14 contains 68832 members 
Mstep: Class 15 contains 5387 members 
Mstep: Class 16 contains 35019 members 
Mstep: Class 17 contains 183698 members 
Mstep: Class 18 contains 35840 members 
Mstep: Class 19 contains 12117 members 
Mstep: Class 20 contains 1682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786304.000000 Penalty: 65344.308594
Iteration 19Q: 20 clusters Score -1.427863e+08 nChanged 27398
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 252489 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 4 contains 19204 members 
Mstep: Class 5 contains 10704 members 
Mstep: Class 6 contains 54905 members 
Mstep: Class 7 contains 15432 members 
Mstep: Class 8 contains 45023 members 
Mstep: Class 9 contains 62335 members 
Mstep: Class 11 contains 11967 members 
Mstep: Class 12 contains 2907 members 
Mstep: Class 13 contains 195180 members 
Mstep: Class 14 contains 70460 members 
Mstep: Class 15 contains 5759 members 
Mstep: Class 16 contains 37086 members 
Mstep: Class 17 contains 183107 members 
Mstep: Class 18 contains 35220 members 
Mstep: Class 19 contains 11856 members 
Mstep: Class 20 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790128.000000 Penalty: 65344.308594
Iteration 20F: 20 clusters Score -1.427901e+08 nChanged 25502
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 251222 members 
Mstep: Class 3 contains 1526 members 
Mstep: Class 4 contains 20182 members 
Mstep: Class 5 contains 10506 members 
Mstep: Class 6 contains 55207 members 
Mstep: Class 7 contains 15685 members 
Mstep: Class 8 contains 45074 members 
Mstep: Class 9 contains 61100 members 
Mstep: Class 11 contains 13111 members 
Mstep: Class 12 contains 3235 members 
Mstep: Class 13 contains 194422 members 
Mstep: Class 14 contains 72051 members 
Mstep: Class 15 contains 6196 members 
Mstep: Class 16 contains 39213 members 
Mstep: Class 17 contains 182273 members 
Mstep: Class 18 contains 34678 members 
Mstep: Class 19 contains 11535 members 
Mstep: Class 20 contains 1692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142794208.000000 Penalty: 65344.308594
Iteration 21Q: 20 clusters Score -1.427942e+08 nChanged 24009
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 249382 members 
Mstep: Class 3 contains 1516 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 10381 members 
Mstep: Class 6 contains 55462 members 
Mstep: Class 7 contains 15929 members 
Mstep: Class 8 contains 45126 members 
Mstep: Class 9 contains 59945 members 
Mstep: Class 11 contains 14296 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 193620 members 
Mstep: Class 14 contains 73560 members 
Mstep: Class 15 contains 6719 members 
Mstep: Class 16 contains 41370 members 
Mstep: Class 17 contains 181493 members 
Mstep: Class 18 contains 34283 members 
Mstep: Class 19 contains 11216 members 
Mstep: Class 20 contains 1691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800768.000000 Penalty: 65344.308594
Iteration 22Q: 20 clusters Score -1.428008e+08 nChanged 22473
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 247539 members 
Mstep: Class 3 contains 1510 members 
Mstep: Class 4 contains 22146 members 
Mstep: Class 5 contains 10283 members 
Mstep: Class 6 contains 55741 members 
Mstep: Class 7 contains 16101 members 
Mstep: Class 8 contains 45182 members 
Mstep: Class 9 contains 58867 members 
Mstep: Class 11 contains 15570 members 
Mstep: Class 12 contains 4495 members 
Mstep: Class 13 contains 192443 members 
Mstep: Class 14 contains 75092 members 
Mstep: Class 15 contains 7301 members 
Mstep: Class 16 contains 43431 members 
Mstep: Class 17 contains 180389 members 
Mstep: Class 18 contains 34017 members 
Mstep: Class 19 contains 10914 members 
Mstep: Class 20 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806256.000000 Penalty: 65344.308594
Iteration 23Q: 20 clusters Score -1.428063e+08 nChanged 21465
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 245684 members 
Mstep: Class 3 contains 1510 members 
Mstep: Class 4 contains 23181 members 
Mstep: Class 5 contains 10155 members 
Mstep: Class 6 contains 55960 members 
Mstep: Class 7 contains 16253 members 
Mstep: Class 8 contains 45181 members 
Mstep: Class 9 contains 57854 members 
Mstep: Class 11 contains 16958 members 
Mstep: Class 12 contains 5562 members 
Mstep: Class 13 contains 191023 members 
Mstep: Class 14 contains 76468 members 
Mstep: Class 15 contains 7929 members 
Mstep: Class 16 contains 45298 members 
Mstep: Class 17 contains 179083 members 
Mstep: Class 18 contains 33818 members 
Mstep: Class 19 contains 10650 members 
Mstep: Class 20 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142811888.000000 Penalty: 65344.308594
Iteration 24Q: 20 clusters Score -1.428119e+08 nChanged 20022
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 244175 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 24247 members 
Mstep: Class 5 contains 10010 members 
Mstep: Class 6 contains 56163 members 
Mstep: Class 7 contains 16326 members 
Mstep: Class 8 contains 45166 members 
Mstep: Class 9 contains 56845 members 
Mstep: Class 11 contains 18341 members 
Mstep: Class 12 contains 6811 members 
Mstep: Class 13 contains 189371 members 
Mstep: Class 14 contains 77791 members 
Mstep: Class 15 contains 8595 members 
Mstep: Class 16 contains 46971 members 
Mstep: Class 17 contains 177574 members 
Mstep: Class 18 contains 33644 members 
Mstep: Class 19 contains 10393 members 
Mstep: Class 20 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142816416.000000 Penalty: 65344.308594
Iteration 25Q: 20 clusters Score -1.428164e+08 nChanged 18660
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 242966 members 
Mstep: Class 3 contains 1507 members 
Mstep: Class 4 contains 25355 members 
Mstep: Class 5 contains 9869 members 
Mstep: Class 6 contains 56326 members 
Mstep: Class 7 contains 16396 members 
Mstep: Class 8 contains 45138 members 
Mstep: Class 9 contains 55847 members 
Mstep: Class 11 contains 19765 members 
Mstep: Class 12 contains 8081 members 
Mstep: Class 13 contains 187613 members 
Mstep: Class 14 contains 78919 members 
Mstep: Class 15 contains 9277 members 
Mstep: Class 16 contains 48442 members 
Mstep: Class 17 contains 176043 members 
Mstep: Class 18 contains 33462 members 
Mstep: Class 19 contains 10158 members 
Mstep: Class 20 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142819264.000000 Penalty: 65344.308594
Iteration 26Q: 20 clusters Score -1.428193e+08 nChanged 17563
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 241652 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26488 members 
Mstep: Class 5 contains 9741 members 
Mstep: Class 6 contains 56451 members 
Mstep: Class 7 contains 16422 members 
Mstep: Class 8 contains 45107 members 
Mstep: Class 9 contains 54960 members 
Mstep: Class 11 contains 21189 members 
Mstep: Class 12 contains 9308 members 
Mstep: Class 13 contains 185801 members 
Mstep: Class 14 contains 79992 members 
Mstep: Class 15 contains 10000 members 
Mstep: Class 16 contains 49783 members 
Mstep: Class 17 contains 174549 members 
Mstep: Class 18 contains 33249 members 
Mstep: Class 19 contains 9937 members 
Mstep: Class 20 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142821920.000000 Penalty: 65344.308594
Iteration 27Q: 20 clusters Score -1.428219e+08 nChanged 16358
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 240455 members 
Mstep: Class 3 contains 1511 members 
Mstep: Class 4 contains 27672 members 
Mstep: Class 5 contains 9665 members 
Mstep: Class 6 contains 56539 members 
Mstep: Class 7 contains 16439 members 
Mstep: Class 8 contains 45064 members 
Mstep: Class 9 contains 54105 members 
Mstep: Class 11 contains 22473 members 
Mstep: Class 12 contains 10353 members 
Mstep: Class 13 contains 183899 members 
Mstep: Class 14 contains 81001 members 
Mstep: Class 15 contains 10752 members 
Mstep: Class 16 contains 51086 members 
Mstep: Class 17 contains 173172 members 
Mstep: Class 18 contains 33058 members 
Mstep: Class 19 contains 9726 members 
Mstep: Class 20 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142824272.000000 Penalty: 65344.308594
Iteration 28Q: 20 clusters Score -1.428243e+08 nChanged 15243
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 239486 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 28896 members 
Mstep: Class 5 contains 9634 members 
Mstep: Class 6 contains 56596 members 
Mstep: Class 7 contains 16438 members 
Mstep: Class 8 contains 44991 members 
Mstep: Class 9 contains 53255 members 
Mstep: Class 11 contains 23650 members 
Mstep: Class 12 contains 11262 members 
Mstep: Class 13 contains 182035 members 
Mstep: Class 14 contains 81894 members 
Mstep: Class 15 contains 11475 members 
Mstep: Class 16 contains 52237 members 
Mstep: Class 17 contains 171933 members 
Mstep: Class 18 contains 32876 members 
Mstep: Class 19 contains 9536 members 
Mstep: Class 20 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142827472.000000 Penalty: 65344.308594
Iteration 29Q: 20 clusters Score -1.428275e+08 nChanged 14302
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 238591 members 
Mstep: Class 3 contains 1511 members 
Mstep: Class 4 contains 30137 members 
Mstep: Class 5 contains 9622 members 
Mstep: Class 6 contains 56636 members 
Mstep: Class 7 contains 16437 members 
Mstep: Class 8 contains 44935 members 
Mstep: Class 9 contains 52513 members 
Mstep: Class 11 contains 24765 members 
Mstep: Class 12 contains 12074 members 
Mstep: Class 13 contains 180114 members 
Mstep: Class 14 contains 82695 members 
Mstep: Class 15 contains 12177 members 
Mstep: Class 16 contains 53320 members 
Mstep: Class 17 contains 170728 members 
Mstep: Class 18 contains 32672 members 
Mstep: Class 19 contains 9378 members 
Mstep: Class 20 contains 1702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142830320.000000 Penalty: 65344.308594
Iteration 30Q: 20 clusters Score -1.428303e+08 nChanged 13458
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 237618 members 
Mstep: Class 3 contains 1513 members 
Mstep: Class 4 contains 31486 members 
Mstep: Class 5 contains 9606 members 
Mstep: Class 6 contains 56659 members 
Mstep: Class 7 contains 16434 members 
Mstep: Class 8 contains 44869 members 
Mstep: Class 9 contains 51821 members 
Mstep: Class 11 contains 25826 members 
Mstep: Class 12 contains 12837 members 
Mstep: Class 13 contains 178410 members 
Mstep: Class 14 contains 83361 members 
Mstep: Class 15 contains 12835 members 
Mstep: Class 16 contains 54310 members 
Mstep: Class 17 contains 169485 members 
Mstep: Class 18 contains 32535 members 
Mstep: Class 19 contains 9217 members 
Mstep: Class 20 contains 1702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142832832.000000 Penalty: 65344.308594
Iteration 31Q: 20 clusters Score -1.428328e+08 nChanged 12645
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 236689 members 
Mstep: Class 3 contains 1515 members 
Mstep: Class 4 contains 32791 members 
Mstep: Class 5 contains 9600 members 
Mstep: Class 6 contains 56678 members 
Mstep: Class 7 contains 16446 members 
Mstep: Class 8 contains 44796 members 
Mstep: Class 9 contains 51161 members 
Mstep: Class 11 contains 26858 members 
Mstep: Class 12 contains 13490 members 
Mstep: Class 13 contains 176856 members 
Mstep: Class 14 contains 83985 members 
Mstep: Class 15 contains 13474 members 
Mstep: Class 16 contains 55248 members 
Mstep: Class 17 contains 168237 members 
Mstep: Class 18 contains 32365 members 
Mstep: Class 19 contains 9084 members 
Mstep: Class 20 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142834672.000000 Penalty: 65344.308594
Iteration 32Q: 20 clusters Score -1.428347e+08 nChanged 11713
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 235756 members 
Mstep: Class 3 contains 1517 members 
Mstep: Class 4 contains 34161 members 
Mstep: Class 5 contains 9617 members 
Mstep: Class 6 contains 56734 members 
Mstep: Class 7 contains 16445 members 
Mstep: Class 8 contains 44712 members 
Mstep: Class 9 contains 50572 members 
Mstep: Class 11 contains 27798 members 
Mstep: Class 12 contains 14071 members 
Mstep: Class 13 contains 175410 members 
Mstep: Class 14 contains 84542 members 
Mstep: Class 15 contains 14044 members 
Mstep: Class 16 contains 56078 members 
Mstep: Class 17 contains 167021 members 
Mstep: Class 18 contains 32197 members 
Mstep: Class 19 contains 8973 members 
Mstep: Class 20 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142835680.000000 Penalty: 65344.308594
Iteration 33Q: 20 clusters Score -1.428357e+08 nChanged 11128
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 234949 members 
Mstep: Class 3 contains 1518 members 
Mstep: Class 4 contains 35573 members 
Mstep: Class 5 contains 9635 members 
Mstep: Class 6 contains 56730 members 
Mstep: Class 7 contains 16441 members 
Mstep: Class 8 contains 44640 members 
Mstep: Class 9 contains 50065 members 
Mstep: Class 11 contains 28649 members 
Mstep: Class 12 contains 14560 members 
Mstep: Class 13 contains 174124 members 
Mstep: Class 14 contains 85017 members 
Mstep: Class 15 contains 14550 members 
Mstep: Class 16 contains 56836 members 
Mstep: Class 17 contains 165771 members 
Mstep: Class 18 contains 32061 members 
Mstep: Class 19 contains 8884 members 
Mstep: Class 20 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142838064.000000 Penalty: 65344.308594
Iteration 34Q: 20 clusters Score -1.428381e+08 nChanged 10430
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 234053 members 
Mstep: Class 3 contains 1519 members 
Mstep: Class 4 contains 37043 members 
Mstep: Class 5 contains 9679 members 
Mstep: Class 6 contains 56717 members 
Mstep: Class 7 contains 16430 members 
Mstep: Class 8 contains 44567 members 
Mstep: Class 9 contains 49596 members 
Mstep: Class 11 contains 29433 members 
Mstep: Class 12 contains 14954 members 
Mstep: Class 13 contains 173059 members 
Mstep: Class 14 contains 85477 members 
Mstep: Class 15 contains 14979 members 
Mstep: Class 16 contains 57576 members 
Mstep: Class 17 contains 164510 members 
Mstep: Class 18 contains 31933 members 
Mstep: Class 19 contains 8789 members 
Mstep: Class 20 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142840096.000000 Penalty: 65344.308594
Iteration 35Q: 20 clusters Score -1.428401e+08 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 233212 members 
Mstep: Class 3 contains 1518 members 
Mstep: Class 4 contains 38500 members 
Mstep: Class 5 contains 9725 members 
Mstep: Class 6 contains 56734 members 
Mstep: Class 7 contains 16427 members 
Mstep: Class 8 contains 44484 members 
Mstep: Class 9 contains 49186 members 
Mstep: Class 11 contains 30149 members 
Mstep: Class 12 contains 15289 members 
Mstep: Class 13 contains 171999 members 
Mstep: Class 14 contains 85891 members 
Mstep: Class 15 contains 15367 members 
Mstep: Class 16 contains 58262 members 
Mstep: Class 17 contains 163353 members 
Mstep: Class 18 contains 31790 members 
Mstep: Class 19 contains 8700 members 
Mstep: Class 20 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142842464.000000 Penalty: 65344.308594
Iteration 36Q: 20 clusters Score -1.428425e+08 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 232522 members 
Mstep: Class 3 contains 1519 members 
Mstep: Class 4 contains 39908 members 
Mstep: Class 5 contains 9763 members 
Mstep: Class 6 contains 56722 members 
Mstep: Class 7 contains 16421 members 
Mstep: Class 8 contains 44407 members 
Mstep: Class 9 contains 48807 members 
Mstep: Class 11 contains 30823 members 
Mstep: Class 12 contains 15567 members 
Mstep: Class 13 contains 170992 members 
Mstep: Class 14 contains 86276 members 
Mstep: Class 15 contains 15753 members 
Mstep: Class 16 contains 58827 members 
Mstep: Class 17 contains 162207 members 
Mstep: Class 18 contains 31683 members 
Mstep: Class 19 contains 8611 members 
Mstep: Class 20 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142843600.000000 Penalty: 65344.308594
Iteration 37Q: 20 clusters Score -1.428436e+08 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 231897 members 
Mstep: Class 3 contains 1518 members 
Mstep: Class 4 contains 41274 members 
Mstep: Class 5 contains 9783 members 
Mstep: Class 6 contains 56706 members 
Mstep: Class 7 contains 16414 members 
Mstep: Class 8 contains 44336 members 
Mstep: Class 9 contains 48429 members 
Mstep: Class 11 contains 31450 members 
Mstep: Class 12 contains 15782 members 
Mstep: Class 13 contains 170067 members 
Mstep: Class 14 contains 86649 members 
Mstep: Class 15 contains 16135 members 
Mstep: Class 16 contains 59311 members 
Mstep: Class 17 contains 161086 members 
Mstep: Class 18 contains 31618 members 
Mstep: Class 19 contains 8514 members 
Mstep: Class 20 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142845200.000000 Penalty: 65344.308594
Iteration 38Q: 20 clusters Score -1.428452e+08 nChanged 8556
Entering ConstructFrom: 
Score: -142845200.000000 Penalty: 65344.308594
Entering ConstructFrom: 
Trying to split cluster 1 (20654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Entering Unmasked Estep 
Score: -2753417.250000 Penalty: 2464.044678
	Iteration 0F: 2 clusters Score -2753417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2738966.250000 Penalty: 4928.089355
	Iteration 0F: 3 clusters Score -2738966 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2744724.000000 Penalty: 4928.089355
	Iteration 1F: 3 clusters Score -2744724 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2746519.500000 Penalty: 4928.089355
	Iteration 2F: 3 clusters Score -2746520 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2748333.000000 Penalty: 4928.089355
	Iteration 3F: 3 clusters Score -2748333 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2750085.250000 Penalty: 4928.089355
	Iteration 4F: 3 clusters Score -2750085 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2751452.750000 Penalty: 4928.089355
	Iteration 5F: 3 clusters Score -2751453 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2752454.500000 Penalty: 4928.089355
	Iteration 6F: 3 clusters Score -2752454 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2753076.750000 Penalty: 4928.089355
	Iteration 7Q: 3 clusters Score -2753077 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2753461.750000 Penalty: 4928.089355
	Iteration 8Q: 3 clusters Score -2753462 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2753724.750000 Penalty: 4928.089355
	Iteration 9Q: 3 clusters Score -2753725 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2753858.500000 Penalty: 4928.089355
	Iteration 10Q: 3 clusters Score -2753858 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2753949.250000 Penalty: 4928.089355
	Iteration 11Q: 3 clusters Score -2753949 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2754036.250000 Penalty: 4928.089355
	Iteration 12Q: 3 clusters Score -2754036 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2754103.500000 Penalty: 4928.089355
	Iteration 13Q: 3 clusters Score -2754104 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2754125.500000 Penalty: 4928.089355
	Iteration 14Q: 3 clusters Score -2754126 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2754148.250000 Penalty: 4928.089355
	Iteration 15Q: 3 clusters Score -2754148 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2754184.750000 Penalty: 4928.089355
	Iteration 16Q: 3 clusters Score -2754185 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2754218.000000 Penalty: 4928.089355
	Iteration 17Q: 3 clusters Score -2754218 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2754237.250000 Penalty: 4928.089355
	Iteration 18Q: 3 clusters Score -2754237 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -2754248.250000 Penalty: 4928.089355
	Iteration 19Q: 3 clusters Score -2754248 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2754271.500000 Penalty: 4928.089355
	Iteration 20F: 3 clusters Score -2754272 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2754287.000000 Penalty: 4928.089355
	Iteration 21Q: 3 clusters Score -2754287 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2754304.000000 Penalty: 4928.089355
	Iteration 22Q: 3 clusters Score -2754304 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2754337.500000 Penalty: 4928.089355
	Iteration 23Q: 3 clusters Score -2754338 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2754376.000000 Penalty: 4928.089355
	Iteration 24Q: 3 clusters Score -2754376 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2754409.000000 Penalty: 4928.089355
	Iteration 25Q: 3 clusters Score -2754409 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2754457.750000 Penalty: 4928.089355
	Iteration 26Q: 3 clusters Score -2754458 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2754512.000000 Penalty: 4928.089355
	Iteration 27Q: 3 clusters Score -2754512 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2754618.750000 Penalty: 4928.089355
	Iteration 28Q: 3 clusters Score -2754619 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2754723.000000 Penalty: 4928.089355
	Iteration 29Q: 3 clusters Score -2754723 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2754802.250000 Penalty: 4928.089355
	Iteration 30Q: 3 clusters Score -2754802 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2754857.750000 Penalty: 4928.089355
	Iteration 31Q: 3 clusters Score -2754858 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2754873.500000 Penalty: 4928.089355
	Iteration 32Q: 3 clusters Score -2754874 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2754875.250000 Penalty: 4928.089355
	Iteration 33Q: 3 clusters Score -2754875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2754888.250000 Penalty: 4928.089355
	Iteration 34Q: 3 clusters Score -2754888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2754889.750000 Penalty: 4928.089355
	Iteration 35Q: 3 clusters Score -2754890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2754897.000000 Penalty: 4928.089355
	Iteration 36Q: 3 clusters Score -2754897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2754898.250000 Penalty: 4928.089355
	Iteration 37Q: 3 clusters Score -2754898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2754893.250000 Penalty: 4928.089355
	Iteration 38Q: 3 clusters Score -2754893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2754891.000000 Penalty: 4928.089355
	Iteration 39Q: 3 clusters Score -2754891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2754894.000000 Penalty: 4928.089355
	Iteration 40F: 3 clusters Score -2754894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2754894.500000 Penalty: 4928.089355
	Iteration 41Q: 3 clusters Score -2754894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2754894.500000 Penalty: 4928.089355
	Iteration 42Q: 3 clusters Score -2754894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2754894.500000 Penalty: 4928.089355
	Iteration 43F: 3 clusters Score -2754894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 231151 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 42543 members 
Mstep: Class 5 contains 9816 members 
Mstep: Class 6 contains 56698 members 
Mstep: Class 7 contains 16405 members 
Mstep: Class 8 contains 44268 members 
Mstep: Class 9 contains 48107 members 
Mstep: Class 10 contains 15499 members 
Mstep: Class 11 contains 32050 members 
Mstep: Class 12 contains 15984 members 
Mstep: Class 13 contains 169168 members 
Mstep: Class 14 contains 86992 members 
Mstep: Class 15 contains 16533 members 
Mstep: Class 16 contains 59767 members 
Mstep: Class 17 contains 160146 members 
Mstep: Class 18 contains 31571 members 
Mstep: Class 19 contains 8422 members 
Mstep: Class 20 contains 1701 members 
Entering Unmasked Estep 
Score: -142846672.000000 Penalty: 68783.484375
Splitting cluster 1 changes total score from -142845200.000000 to -142846672.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 2 (231151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231151 members 
Entering Unmasked Estep 
Score: -32011048.000000 Penalty: 3063.004883
	Iteration 0F: 2 clusters Score -3.201105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115599 members 
Mstep: Class 2 contains 115552 members 
Entering Unmasked Estep 
Score: -31884472.000000 Penalty: 6126.009766
	Iteration 0F: 3 clusters Score -3.188447e+07 nChanged 111788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115325 members 
Mstep: Class 2 contains 115826 members 
Entering Unmasked Estep 
Score: -31950156.000000 Penalty: 6126.009766
	Iteration 1F: 3 clusters Score -3.195016e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115422 members 
Mstep: Class 2 contains 115729 members 
Entering Unmasked Estep 
Score: -31950924.000000 Penalty: 6126.009766
	Iteration 2Q: 3 clusters Score -3.195092e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115631 members 
Mstep: Class 2 contains 115520 members 
Entering Unmasked Estep 
Score: -31951984.000000 Penalty: 6126.009766
	Iteration 3Q: 3 clusters Score -3.195198e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116010 members 
Mstep: Class 2 contains 115141 members 
Entering Unmasked Estep 
Score: -31953324.000000 Penalty: 6126.009766
	Iteration 4Q: 3 clusters Score -3.195332e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116547 members 
Mstep: Class 2 contains 114604 members 
Entering Unmasked Estep 
Score: -31954550.000000 Penalty: 6126.009766
	Iteration 5Q: 3 clusters Score -3.195455e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117381 members 
Mstep: Class 2 contains 113770 members 
Entering Unmasked Estep 
Score: -31956428.000000 Penalty: 6126.009766
	Iteration 6Q: 3 clusters Score -3.195643e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118670 members 
Mstep: Class 2 contains 112481 members 
Entering Unmasked Estep 
Score: -31958526.000000 Penalty: 6126.009766
	Iteration 7Q: 3 clusters Score -3.195853e+07 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120585 members 
Mstep: Class 2 contains 110566 members 
Entering Unmasked Estep 
Score: -31961646.000000 Penalty: 6126.009766
	Iteration 8Q: 3 clusters Score -3.196165e+07 nChanged 10248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123421 members 
Mstep: Class 2 contains 107730 members 
Entering Unmasked Estep 
Score: -31966682.000000 Penalty: 6126.009766
	Iteration 9Q: 3 clusters Score -3.196668e+07 nChanged 12270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127133 members 
Mstep: Class 2 contains 104018 members 
Entering Unmasked Estep 
Score: -31973808.000000 Penalty: 6126.009766
	Iteration 10F: 3 clusters Score -3.197381e+07 nChanged 14446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131613 members 
Mstep: Class 2 contains 99538 members 
Entering Unmasked Estep 
Score: -31983886.000000 Penalty: 6126.009766
	Iteration 11F: 3 clusters Score -3.198389e+07 nChanged 15281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135862 members 
Mstep: Class 2 contains 95289 members 
Entering Unmasked Estep 
Score: -31994306.000000 Penalty: 6126.009766
	Iteration 12F: 3 clusters Score -3.199431e+07 nChanged 13760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138736 members 
Mstep: Class 2 contains 92415 members 
Entering Unmasked Estep 
Score: -32001986.000000 Penalty: 6126.009766
	Iteration 13F: 3 clusters Score -3.200199e+07 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140222 members 
Mstep: Class 2 contains 90929 members 
Entering Unmasked Estep 
Score: -32005448.000000 Penalty: 6126.009766
	Iteration 14Q: 3 clusters Score -3.200545e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141370 members 
Mstep: Class 2 contains 89781 members 
Entering Unmasked Estep 
Score: -32006962.000000 Penalty: 6126.009766
	Iteration 15Q: 3 clusters Score -3.200696e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142293 members 
Mstep: Class 2 contains 88858 members 
Entering Unmasked Estep 
Score: -32007854.000000 Penalty: 6126.009766
	Iteration 16Q: 3 clusters Score -3.200785e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143066 members 
Mstep: Class 2 contains 88085 members 
Entering Unmasked Estep 
Score: -32008678.000000 Penalty: 6126.009766
	Iteration 17Q: 3 clusters Score -3.200868e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143768 members 
Mstep: Class 2 contains 87383 members 
Entering Unmasked Estep 
Score: -32009596.000000 Penalty: 6126.009766
	Iteration 18Q: 3 clusters Score -3.20096e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144387 members 
Mstep: Class 2 contains 86764 members 
Entering Unmasked Estep 
Score: -32010218.000000 Penalty: 6126.009766
	Iteration 19Q: 3 clusters Score -3.201022e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144868 members 
Mstep: Class 2 contains 86283 members 
Entering Unmasked Estep 
Score: -32010852.000000 Penalty: 6126.009766
	Iteration 20F: 3 clusters Score -3.201085e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145242 members 
Mstep: Class 2 contains 85909 members 
Entering Unmasked Estep 
Score: -32011598.000000 Penalty: 6126.009766
	Iteration 21Q: 3 clusters Score -3.20116e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145463 members 
Mstep: Class 2 contains 85688 members 
Entering Unmasked Estep 
Score: -32012306.000000 Penalty: 6126.009766
	Iteration 22Q: 3 clusters Score -3.201231e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145507 members 
Mstep: Class 2 contains 85644 members 
Entering Unmasked Estep 
Score: -32012806.000000 Penalty: 6126.009766
	Iteration 23Q: 3 clusters Score -3.201281e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145398 members 
Mstep: Class 2 contains 85753 members 
Entering Unmasked Estep 
Score: -32013266.000000 Penalty: 6126.009766
	Iteration 24Q: 3 clusters Score -3.201327e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145148 members 
Mstep: Class 2 contains 86003 members 
Entering Unmasked Estep 
Score: -32013606.000000 Penalty: 6126.009766
	Iteration 25Q: 3 clusters Score -3.201361e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144750 members 
Mstep: Class 2 contains 86401 members 
Entering Unmasked Estep 
Score: -32013990.000000 Penalty: 6126.009766
	Iteration 26Q: 3 clusters Score -3.201399e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144253 members 
Mstep: Class 2 contains 86898 members 
Entering Unmasked Estep 
Score: -32014320.000000 Penalty: 6126.009766
	Iteration 27Q: 3 clusters Score -3.201432e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143737 members 
Mstep: Class 2 contains 87414 members 
Entering Unmasked Estep 
Score: -32014552.000000 Penalty: 6126.009766
	Iteration 28Q: 3 clusters Score -3.201455e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143251 members 
Mstep: Class 2 contains 87900 members 
Entering Unmasked Estep 
Score: -32014790.000000 Penalty: 6126.009766
	Iteration 29Q: 3 clusters Score -3.201479e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142740 members 
Mstep: Class 2 contains 88411 members 
Entering Unmasked Estep 
Score: -32014828.000000 Penalty: 6126.009766
	Iteration 30Q: 3 clusters Score -3.201483e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142210 members 
Mstep: Class 2 contains 88941 members 
Entering Unmasked Estep 
Score: -32015000.000000 Penalty: 6126.009766
	Iteration 31Q: 3 clusters Score -3.2015e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141665 members 
Mstep: Class 2 contains 89486 members 
Entering Unmasked Estep 
Score: -32015218.000000 Penalty: 6126.009766
	Iteration 32Q: 3 clusters Score -3.201522e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141082 members 
Mstep: Class 2 contains 90069 members 
Entering Unmasked Estep 
Score: -32015262.000000 Penalty: 6126.009766
	Iteration 33Q: 3 clusters Score -3.201526e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140542 members 
Mstep: Class 2 contains 90609 members 
Entering Unmasked Estep 
Score: -32015354.000000 Penalty: 6126.009766
	Iteration 34Q: 3 clusters Score -3.201535e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140005 members 
Mstep: Class 2 contains 91146 members 
Entering Unmasked Estep 
Score: -32015320.000000 Penalty: 6126.009766
	Iteration 35Q: 3 clusters Score -3.201532e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139438 members 
Mstep: Class 2 contains 91713 members 
Entering Unmasked Estep 
Score: -32015312.000000 Penalty: 6126.009766
	Iteration 36Q: 3 clusters Score -3.201531e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138861 members 
Mstep: Class 2 contains 92290 members 
Entering Unmasked Estep 
Score: -32015304.000000 Penalty: 6126.009766
	Iteration 37Q: 3 clusters Score -3.20153e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138291 members 
Mstep: Class 2 contains 92860 members 
Entering Unmasked Estep 
Score: -32015320.000000 Penalty: 6126.009766
	Iteration 38Q: 3 clusters Score -3.201532e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137746 members 
Mstep: Class 2 contains 93405 members 
Entering Unmasked Estep 
Score: -32015428.000000 Penalty: 6126.009766
	Iteration 39Q: 3 clusters Score -3.201543e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137195 members 
Mstep: Class 2 contains 93956 members 
Entering Unmasked Estep 
Score: -32015458.000000 Penalty: 6126.009766
	Iteration 40F: 3 clusters Score -3.201546e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136639 members 
Mstep: Class 2 contains 94512 members 
Entering Unmasked Estep 
Score: -32015352.000000 Penalty: 6126.009766
	Iteration 41Q: 3 clusters Score -3.201535e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136115 members 
Mstep: Class 2 contains 95036 members 
Entering Unmasked Estep 
Score: -32015262.000000 Penalty: 6126.009766
	Iteration 42Q: 3 clusters Score -3.201526e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135609 members 
Mstep: Class 2 contains 95542 members 
Entering Unmasked Estep 
Score: -32015314.000000 Penalty: 6126.009766
	Iteration 43Q: 3 clusters Score -3.201531e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135084 members 
Mstep: Class 2 contains 96067 members 
Entering Unmasked Estep 
Score: -32015342.000000 Penalty: 6126.009766
	Iteration 44Q: 3 clusters Score -3.201534e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134559 members 
Mstep: Class 2 contains 96592 members 
Entering Unmasked Estep 
Score: -32015294.000000 Penalty: 6126.009766
	Iteration 45Q: 3 clusters Score -3.201529e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134014 members 
Mstep: Class 2 contains 97137 members 
Entering Unmasked Estep 
Score: -32015306.000000 Penalty: 6126.009766
	Iteration 46Q: 3 clusters Score -3.201531e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133484 members 
Mstep: Class 2 contains 97667 members 
Entering Unmasked Estep 
Score: -32015278.000000 Penalty: 6126.009766
	Iteration 47Q: 3 clusters Score -3.201528e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132954 members 
Mstep: Class 2 contains 98197 members 
Entering Unmasked Estep 
Score: -32015236.000000 Penalty: 6126.009766
	Iteration 48Q: 3 clusters Score -3.201524e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132483 members 
Mstep: Class 2 contains 98668 members 
Entering Unmasked Estep 
Score: -32015318.000000 Penalty: 6126.009766
	Iteration 49Q: 3 clusters Score -3.201532e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132046 members 
Mstep: Class 2 contains 99105 members 
Entering Unmasked Estep 
Score: -32015244.000000 Penalty: 6126.009766
	Iteration 50Q: 3 clusters Score -3.201524e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131592 members 
Mstep: Class 2 contains 99559 members 
Entering Unmasked Estep 
Score: -32015298.000000 Penalty: 6126.009766
	Iteration 51Q: 3 clusters Score -3.20153e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131111 members 
Mstep: Class 2 contains 100040 members 
Entering Unmasked Estep 
Score: -32015294.000000 Penalty: 6126.009766
	Iteration 52Q: 3 clusters Score -3.201529e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130623 members 
Mstep: Class 2 contains 100528 members 
Entering Unmasked Estep 
Score: -32015294.000000 Penalty: 6126.009766
	Iteration 53Q: 3 clusters Score -3.201529e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130128 members 
Mstep: Class 2 contains 101023 members 
Entering Unmasked Estep 
Score: -32015314.000000 Penalty: 6126.009766
	Iteration 54Q: 3 clusters Score -3.201531e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129594 members 
Mstep: Class 2 contains 101557 members 
Entering Unmasked Estep 
Score: -32015308.000000 Penalty: 6126.009766
	Iteration 55Q: 3 clusters Score -3.201531e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129101 members 
Mstep: Class 2 contains 102050 members 
Entering Unmasked Estep 
Score: -32015332.000000 Penalty: 6126.009766
	Iteration 56Q: 3 clusters Score -3.201533e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128626 members 
Mstep: Class 2 contains 102525 members 
Entering Unmasked Estep 
Score: -32015252.000000 Penalty: 6126.009766
	Iteration 57Q: 3 clusters Score -3.201525e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128184 members 
Mstep: Class 2 contains 102967 members 
Entering Unmasked Estep 
Score: -32015334.000000 Penalty: 6126.009766
	Iteration 58Q: 3 clusters Score -3.201533e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127789 members 
Mstep: Class 2 contains 103362 members 
Entering Unmasked Estep 
Score: -32015280.000000 Penalty: 6126.009766
	Iteration 59Q: 3 clusters Score -3.201528e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127347 members 
Mstep: Class 2 contains 103804 members 
Entering Unmasked Estep 
Score: -32015242.000000 Penalty: 6126.009766
	Iteration 60F: 3 clusters Score -3.201524e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126926 members 
Mstep: Class 2 contains 104225 members 
Entering Unmasked Estep 
Score: -32015110.000000 Penalty: 6126.009766
	Iteration 61Q: 3 clusters Score -3.201511e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126533 members 
Mstep: Class 2 contains 104618 members 
Entering Unmasked Estep 
Score: -32015150.000000 Penalty: 6126.009766
	Iteration 62Q: 3 clusters Score -3.201515e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126179 members 
Mstep: Class 2 contains 104972 members 
Entering Unmasked Estep 
Score: -32015166.000000 Penalty: 6126.009766
	Iteration 63Q: 3 clusters Score -3.201517e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125795 members 
Mstep: Class 2 contains 105356 members 
Entering Unmasked Estep 
Score: -32015144.000000 Penalty: 6126.009766
	Iteration 64Q: 3 clusters Score -3.201514e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125474 members 
Mstep: Class 2 contains 105677 members 
Entering Unmasked Estep 
Score: -32015292.000000 Penalty: 6126.009766
	Iteration 65Q: 3 clusters Score -3.201529e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125227 members 
Mstep: Class 2 contains 105924 members 
Entering Unmasked Estep 
Score: -32015266.000000 Penalty: 6126.009766
	Iteration 66Q: 3 clusters Score -3.201527e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124935 members 
Mstep: Class 2 contains 106216 members 
Entering Unmasked Estep 
Score: -32015316.000000 Penalty: 6126.009766
	Iteration 67Q: 3 clusters Score -3.201532e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124614 members 
Mstep: Class 2 contains 106537 members 
Entering Unmasked Estep 
Score: -32015372.000000 Penalty: 6126.009766
	Iteration 68Q: 3 clusters Score -3.201537e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124288 members 
Mstep: Class 2 contains 106863 members 
Entering Unmasked Estep 
Score: -32015354.000000 Penalty: 6126.009766
	Iteration 69Q: 3 clusters Score -3.201535e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123926 members 
Mstep: Class 2 contains 107225 members 
Entering Unmasked Estep 
Score: -32015380.000000 Penalty: 6126.009766
	Iteration 70Q: 3 clusters Score -3.201538e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123522 members 
Mstep: Class 2 contains 107629 members 
Entering Unmasked Estep 
Score: -32015336.000000 Penalty: 6126.009766
	Iteration 71Q: 3 clusters Score -3.201534e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123085 members 
Mstep: Class 2 contains 108066 members 
Entering Unmasked Estep 
Score: -32015300.000000 Penalty: 6126.009766
	Iteration 72Q: 3 clusters Score -3.20153e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122615 members 
Mstep: Class 2 contains 108536 members 
Entering Unmasked Estep 
Score: -32015322.000000 Penalty: 6126.009766
	Iteration 73Q: 3 clusters Score -3.201532e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122122 members 
Mstep: Class 2 contains 109029 members 
Entering Unmasked Estep 
Score: -32015338.000000 Penalty: 6126.009766
	Iteration 74Q: 3 clusters Score -3.201534e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121713 members 
Mstep: Class 2 contains 109438 members 
Entering Unmasked Estep 
Score: -32015270.000000 Penalty: 6126.009766
	Iteration 75Q: 3 clusters Score -3.201527e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121250 members 
Mstep: Class 2 contains 109901 members 
Entering Unmasked Estep 
Score: -32015170.000000 Penalty: 6126.009766
	Iteration 76Q: 3 clusters Score -3.201517e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120775 members 
Mstep: Class 2 contains 110376 members 
Entering Unmasked Estep 
Score: -32015146.000000 Penalty: 6126.009766
	Iteration 77Q: 3 clusters Score -3.201515e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120307 members 
Mstep: Class 2 contains 110844 members 
Entering Unmasked Estep 
Score: -32015132.000000 Penalty: 6126.009766
	Iteration 78Q: 3 clusters Score -3.201513e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119856 members 
Mstep: Class 2 contains 111295 members 
Entering Unmasked Estep 
Score: -32015164.000000 Penalty: 6126.009766
	Iteration 79Q: 3 clusters Score -3.201516e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119492 members 
Mstep: Class 2 contains 111659 members 
Entering Unmasked Estep 
Score: -32015120.000000 Penalty: 6126.009766
	Iteration 80F: 3 clusters Score -3.201512e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119138 members 
Mstep: Class 2 contains 112013 members 
Entering Unmasked Estep 
Score: -32015178.000000 Penalty: 6126.009766
	Iteration 81Q: 3 clusters Score -3.201518e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118846 members 
Mstep: Class 2 contains 112305 members 
Entering Unmasked Estep 
Score: -32015108.000000 Penalty: 6126.009766
	Iteration 82Q: 3 clusters Score -3.201511e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118598 members 
Mstep: Class 2 contains 112553 members 
Entering Unmasked Estep 
Score: -32015120.000000 Penalty: 6126.009766
	Iteration 83Q: 3 clusters Score -3.201512e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118397 members 
Mstep: Class 2 contains 112754 members 
Entering Unmasked Estep 
Score: -32015108.000000 Penalty: 6126.009766
	Iteration 84Q: 3 clusters Score -3.201511e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118288 members 
Mstep: Class 2 contains 112863 members 
Entering Unmasked Estep 
Score: -32015146.000000 Penalty: 6126.009766
	Iteration 85Q: 3 clusters Score -3.201515e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118184 members 
Mstep: Class 2 contains 112967 members 
Entering Unmasked Estep 
Score: -32015244.000000 Penalty: 6126.009766
	Iteration 86Q: 3 clusters Score -3.201524e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118080 members 
Mstep: Class 2 contains 113071 members 
Entering Unmasked Estep 
Score: -32015176.000000 Penalty: 6126.009766
	Iteration 87Q: 3 clusters Score -3.201518e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117967 members 
Mstep: Class 2 contains 113184 members 
Entering Unmasked Estep 
Score: -32015192.000000 Penalty: 6126.009766
	Iteration 88Q: 3 clusters Score -3.201519e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117858 members 
Mstep: Class 2 contains 113293 members 
Entering Unmasked Estep 
Score: -32015236.000000 Penalty: 6126.009766
	Iteration 89Q: 3 clusters Score -3.201524e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117782 members 
Mstep: Class 2 contains 113369 members 
Entering Unmasked Estep 
Score: -32015242.000000 Penalty: 6126.009766
	Iteration 90Q: 3 clusters Score -3.201524e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117675 members 
Mstep: Class 2 contains 113476 members 
Entering Unmasked Estep 
Score: -32015148.000000 Penalty: 6126.009766
	Iteration 91Q: 3 clusters Score -3.201515e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117566 members 
Mstep: Class 2 contains 113585 members 
Entering Unmasked Estep 
Score: -32015170.000000 Penalty: 6126.009766
	Iteration 92Q: 3 clusters Score -3.201517e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117488 members 
Mstep: Class 2 contains 113663 members 
Entering Unmasked Estep 
Score: -32015248.000000 Penalty: 6126.009766
	Iteration 93Q: 3 clusters Score -3.201525e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117405 members 
Mstep: Class 2 contains 113746 members 
Entering Unmasked Estep 
Score: -32015288.000000 Penalty: 6126.009766
	Iteration 94Q: 3 clusters Score -3.201529e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117327 members 
Mstep: Class 2 contains 113824 members 
Entering Unmasked Estep 
Score: -32015338.000000 Penalty: 6126.009766
	Iteration 95Q: 3 clusters Score -3.201534e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117298 members 
Mstep: Class 2 contains 113853 members 
Entering Unmasked Estep 
Score: -32015398.000000 Penalty: 6126.009766
	Iteration 96Q: 3 clusters Score -3.20154e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117271 members 
Mstep: Class 2 contains 113880 members 
Entering Unmasked Estep 
Score: -32015394.000000 Penalty: 6126.009766
	Iteration 97Q: 3 clusters Score -3.201539e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117227 members 
Mstep: Class 2 contains 113924 members 
Entering Unmasked Estep 
Score: -32015440.000000 Penalty: 6126.009766
	Iteration 98Q: 3 clusters Score -3.201544e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117165 members 
Mstep: Class 2 contains 113986 members 
Entering Unmasked Estep 
Score: -32015464.000000 Penalty: 6126.009766
	Iteration 99Q: 3 clusters Score -3.201546e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117086 members 
Mstep: Class 2 contains 114065 members 
Entering Unmasked Estep 
Score: -32015536.000000 Penalty: 6126.009766
	Iteration 100F: 3 clusters Score -3.201554e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117034 members 
Mstep: Class 2 contains 114117 members 
Entering Unmasked Estep 
Score: -32015566.000000 Penalty: 6126.009766
	Iteration 101Q: 3 clusters Score -3.201557e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117013 members 
Mstep: Class 2 contains 114138 members 
Entering Unmasked Estep 
Score: -32015586.000000 Penalty: 6126.009766
	Iteration 102Q: 3 clusters Score -3.201559e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116998 members 
Mstep: Class 2 contains 114153 members 
Entering Unmasked Estep 
Score: -32015562.000000 Penalty: 6126.009766
	Iteration 103Q: 3 clusters Score -3.201556e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117009 members 
Mstep: Class 2 contains 114142 members 
Entering Unmasked Estep 
Score: -32015588.000000 Penalty: 6126.009766
	Iteration 104Q: 3 clusters Score -3.201559e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117006 members 
Mstep: Class 2 contains 114145 members 
Entering Unmasked Estep 
Score: -32015638.000000 Penalty: 6126.009766
	Iteration 105Q: 3 clusters Score -3.201564e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116990 members 
Mstep: Class 2 contains 114161 members 
Entering Unmasked Estep 
Score: -32015630.000000 Penalty: 6126.009766
	Iteration 106Q: 3 clusters Score -3.201563e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116998 members 
Mstep: Class 2 contains 114153 members 
Entering Unmasked Estep 
Score: -32015640.000000 Penalty: 6126.009766
	Iteration 107Q: 3 clusters Score -3.201564e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116990 members 
Mstep: Class 2 contains 114161 members 
Entering Unmasked Estep 
Score: -32015648.000000 Penalty: 6126.009766
	Iteration 108Q: 3 clusters Score -3.201565e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116974 members 
Mstep: Class 2 contains 114177 members 
Entering Unmasked Estep 
Score: -32015640.000000 Penalty: 6126.009766
	Iteration 109Q: 3 clusters Score -3.201564e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116975 members 
Mstep: Class 2 contains 114176 members 
Entering Unmasked Estep 
Score: -32015654.000000 Penalty: 6126.009766
	Iteration 110Q: 3 clusters Score -3.201565e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116983 members 
Mstep: Class 2 contains 114168 members 
Entering Unmasked Estep 
Score: -32015618.000000 Penalty: 6126.009766
	Iteration 111Q: 3 clusters Score -3.201562e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116982 members 
Mstep: Class 2 contains 114169 members 
Entering Unmasked Estep 
Score: -32015626.000000 Penalty: 6126.009766
	Iteration 112Q: 3 clusters Score -3.201563e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116963 members 
Mstep: Class 2 contains 114188 members 
Entering Unmasked Estep 
Score: -32015654.000000 Penalty: 6126.009766
	Iteration 113Q: 3 clusters Score -3.201565e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116948 members 
Mstep: Class 2 contains 114203 members 
Entering Unmasked Estep 
Score: -32015668.000000 Penalty: 6126.009766
	Iteration 114Q: 3 clusters Score -3.201567e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116939 members 
Mstep: Class 2 contains 114212 members 
Entering Unmasked Estep 
Score: -32015680.000000 Penalty: 6126.009766
	Iteration 115Q: 3 clusters Score -3.201568e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116931 members 
Mstep: Class 2 contains 114220 members 
Entering Unmasked Estep 
Score: -32015678.000000 Penalty: 6126.009766
	Iteration 116Q: 3 clusters Score -3.201568e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116921 members 
Mstep: Class 2 contains 114230 members 
Entering Unmasked Estep 
Score: -32015648.000000 Penalty: 6126.009766
	Iteration 117Q: 3 clusters Score -3.201565e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116931 members 
Mstep: Class 2 contains 114220 members 
Entering Unmasked Estep 
Score: -32015616.000000 Penalty: 6126.009766
	Iteration 118Q: 3 clusters Score -3.201562e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116930 members 
Mstep: Class 2 contains 114221 members 
Entering Unmasked Estep 
Score: -32015622.000000 Penalty: 6126.009766
	Iteration 119Q: 3 clusters Score -3.201562e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116918 members 
Mstep: Class 2 contains 114233 members 
Entering Unmasked Estep 
Score: -32015608.000000 Penalty: 6126.009766
	Iteration 120F: 3 clusters Score -3.201561e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116908 members 
Mstep: Class 2 contains 114243 members 
Entering Unmasked Estep 
Score: -32015628.000000 Penalty: 6126.009766
	Iteration 121Q: 3 clusters Score -3.201563e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116899 members 
Mstep: Class 2 contains 114252 members 
Entering Unmasked Estep 
Score: -32015648.000000 Penalty: 6126.009766
	Iteration 122Q: 3 clusters Score -3.201565e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116885 members 
Mstep: Class 2 contains 114266 members 
Entering Unmasked Estep 
Score: -32015654.000000 Penalty: 6126.009766
	Iteration 123Q: 3 clusters Score -3.201565e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116877 members 
Mstep: Class 2 contains 114274 members 
Entering Unmasked Estep 
Score: -32015672.000000 Penalty: 6126.009766
	Iteration 124Q: 3 clusters Score -3.201567e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116872 members 
Mstep: Class 2 contains 114279 members 
Entering Unmasked Estep 
Score: -32015676.000000 Penalty: 6126.009766
	Iteration 125Q: 3 clusters Score -3.201568e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116855 members 
Mstep: Class 2 contains 114296 members 
Entering Unmasked Estep 
Score: -32015630.000000 Penalty: 6126.009766
	Iteration 126Q: 3 clusters Score -3.201563e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116841 members 
Mstep: Class 2 contains 114310 members 
Entering Unmasked Estep 
Score: -32015640.000000 Penalty: 6126.009766
	Iteration 127Q: 3 clusters Score -3.201564e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116810 members 
Mstep: Class 2 contains 114341 members 
Entering Unmasked Estep 
Score: -32015618.000000 Penalty: 6126.009766
	Iteration 128Q: 3 clusters Score -3.201562e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116786 members 
Mstep: Class 2 contains 114365 members 
Entering Unmasked Estep 
Score: -32015602.000000 Penalty: 6126.009766
	Iteration 129Q: 3 clusters Score -3.20156e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116748 members 
Mstep: Class 2 contains 114403 members 
Entering Unmasked Estep 
Score: -32015604.000000 Penalty: 6126.009766
	Iteration 130Q: 3 clusters Score -3.20156e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116716 members 
Mstep: Class 2 contains 114435 members 
Entering Unmasked Estep 
Score: -32015608.000000 Penalty: 6126.009766
	Iteration 131Q: 3 clusters Score -3.201561e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116686 members 
Mstep: Class 2 contains 114465 members 
Entering Unmasked Estep 
Score: -32015628.000000 Penalty: 6126.009766
	Iteration 132Q: 3 clusters Score -3.201563e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116651 members 
Mstep: Class 2 contains 114500 members 
Entering Unmasked Estep 
Score: -32015668.000000 Penalty: 6126.009766
	Iteration 133Q: 3 clusters Score -3.201567e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116623 members 
Mstep: Class 2 contains 114528 members 
Entering Unmasked Estep 
Score: -32015674.000000 Penalty: 6126.009766
	Iteration 134Q: 3 clusters Score -3.201567e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116603 members 
Mstep: Class 2 contains 114548 members 
Entering Unmasked Estep 
Score: -32015696.000000 Penalty: 6126.009766
	Iteration 135Q: 3 clusters Score -3.20157e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116595 members 
Mstep: Class 2 contains 114556 members 
Entering Unmasked Estep 
Score: -32015696.000000 Penalty: 6126.009766
	Iteration 136Q: 3 clusters Score -3.20157e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116584 members 
Mstep: Class 2 contains 114567 members 
Entering Unmasked Estep 
Score: -32015692.000000 Penalty: 6126.009766
	Iteration 137Q: 3 clusters Score -3.201569e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116571 members 
Mstep: Class 2 contains 114580 members 
Entering Unmasked Estep 
Score: -32015682.000000 Penalty: 6126.009766
	Iteration 138Q: 3 clusters Score -3.201568e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116548 members 
Mstep: Class 2 contains 114603 members 
Entering Unmasked Estep 
Score: -32015660.000000 Penalty: 6126.009766
	Iteration 139Q: 3 clusters Score -3.201566e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116524 members 
Mstep: Class 2 contains 114627 members 
Entering Unmasked Estep 
Score: -32015668.000000 Penalty: 6126.009766
	Iteration 140F: 3 clusters Score -3.201567e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116509 members 
Mstep: Class 2 contains 114642 members 
Entering Unmasked Estep 
Score: -32015650.000000 Penalty: 6126.009766
	Iteration 141Q: 3 clusters Score -3.201565e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116492 members 
Mstep: Class 2 contains 114659 members 
Entering Unmasked Estep 
Score: -32015656.000000 Penalty: 6126.009766
	Iteration 142Q: 3 clusters Score -3.201566e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116475 members 
Mstep: Class 2 contains 114676 members 
Entering Unmasked Estep 
Score: -32015684.000000 Penalty: 6126.009766
	Iteration 143Q: 3 clusters Score -3.201568e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116460 members 
Mstep: Class 2 contains 114691 members 
Entering Unmasked Estep 
Score: -32015724.000000 Penalty: 6126.009766
	Iteration 144Q: 3 clusters Score -3.201572e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116451 members 
Mstep: Class 2 contains 114700 members 
Entering Unmasked Estep 
Score: -32015668.000000 Penalty: 6126.009766
	Iteration 145Q: 3 clusters Score -3.201567e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116439 members 
Mstep: Class 2 contains 114712 members 
Entering Unmasked Estep 
Score: -32015706.000000 Penalty: 6126.009766
	Iteration 146Q: 3 clusters Score -3.201571e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116422 members 
Mstep: Class 2 contains 114729 members 
Entering Unmasked Estep 
Score: -32015712.000000 Penalty: 6126.009766
	Iteration 147Q: 3 clusters Score -3.201571e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116401 members 
Mstep: Class 2 contains 114750 members 
Entering Unmasked Estep 
Score: -32015718.000000 Penalty: 6126.009766
	Iteration 148Q: 3 clusters Score -3.201572e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116385 members 
Mstep: Class 2 contains 114766 members 
Entering Unmasked Estep 
Score: -32015720.000000 Penalty: 6126.009766
	Iteration 149Q: 3 clusters Score -3.201572e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116374 members 
Mstep: Class 2 contains 114777 members 
Entering Unmasked Estep 
Score: -32015714.000000 Penalty: 6126.009766
	Iteration 150Q: 3 clusters Score -3.201571e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116365 members 
Mstep: Class 2 contains 114786 members 
Entering Unmasked Estep 
Score: -32015722.000000 Penalty: 6126.009766
	Iteration 151Q: 3 clusters Score -3.201572e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116358 members 
Mstep: Class 2 contains 114793 members 
Entering Unmasked Estep 
Score: -32015718.000000 Penalty: 6126.009766
	Iteration 152Q: 3 clusters Score -3.201572e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116357 members 
Mstep: Class 2 contains 114794 members 
Entering Unmasked Estep 
Score: -32015716.000000 Penalty: 6126.009766
	Iteration 153Q: 3 clusters Score -3.201572e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116352 members 
Mstep: Class 2 contains 114799 members 
Entering Unmasked Estep 
Score: -32015716.000000 Penalty: 6126.009766
	Iteration 154Q: 3 clusters Score -3.201572e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116342 members 
Mstep: Class 2 contains 114809 members 
Entering Unmasked Estep 
Score: -32015734.000000 Penalty: 6126.009766
	Iteration 155Q: 3 clusters Score -3.201573e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116335 members 
Mstep: Class 2 contains 114816 members 
Entering Unmasked Estep 
Score: -32015690.000000 Penalty: 6126.009766
	Iteration 156Q: 3 clusters Score -3.201569e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116329 members 
Mstep: Class 2 contains 114822 members 
Entering Unmasked Estep 
Score: -32015702.000000 Penalty: 6126.009766
	Iteration 157Q: 3 clusters Score -3.20157e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116322 members 
Mstep: Class 2 contains 114829 members 
Entering Unmasked Estep 
Score: -32015700.000000 Penalty: 6126.009766
	Iteration 158Q: 3 clusters Score -3.20157e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116315 members 
Mstep: Class 2 contains 114836 members 
Entering Unmasked Estep 
Score: -32015692.000000 Penalty: 6126.009766
	Iteration 159Q: 3 clusters Score -3.201569e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116320 members 
Mstep: Class 2 contains 114831 members 
Entering Unmasked Estep 
Score: -32015706.000000 Penalty: 6126.009766
	Iteration 160F: 3 clusters Score -3.201571e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116326 members 
Mstep: Class 2 contains 114825 members 
Entering Unmasked Estep 
Score: -32015716.000000 Penalty: 6126.009766
	Iteration 161Q: 3 clusters Score -3.201572e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116317 members 
Mstep: Class 2 contains 114834 members 
Entering Unmasked Estep 
Score: -32015700.000000 Penalty: 6126.009766
	Iteration 162Q: 3 clusters Score -3.20157e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116312 members 
Mstep: Class 2 contains 114839 members 
Entering Unmasked Estep 
Score: -32015720.000000 Penalty: 6126.009766
	Iteration 163Q: 3 clusters Score -3.201572e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116305 members 
Mstep: Class 2 contains 114846 members 
Entering Unmasked Estep 
Score: -32015704.000000 Penalty: 6126.009766
	Iteration 164Q: 3 clusters Score -3.20157e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116294 members 
Mstep: Class 2 contains 114857 members 
Entering Unmasked Estep 
Score: -32015708.000000 Penalty: 6126.009766
	Iteration 165Q: 3 clusters Score -3.201571e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116295 members 
Mstep: Class 2 contains 114856 members 
Entering Unmasked Estep 
Score: -32015684.000000 Penalty: 6126.009766
	Iteration 166Q: 3 clusters Score -3.201568e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116290 members 
Mstep: Class 2 contains 114861 members 
Entering Unmasked Estep 
Score: -32015714.000000 Penalty: 6126.009766
	Iteration 167Q: 3 clusters Score -3.201571e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116292 members 
Mstep: Class 2 contains 114859 members 
Entering Unmasked Estep 
Score: -32015720.000000 Penalty: 6126.009766
	Iteration 168Q: 3 clusters Score -3.201572e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116294 members 
Mstep: Class 2 contains 114857 members 
Entering Unmasked Estep 
Score: -32015726.000000 Penalty: 6126.009766
	Iteration 169Q: 3 clusters Score -3.201573e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116295 members 
Mstep: Class 2 contains 114856 members 
Entering Unmasked Estep 
Score: -32015756.000000 Penalty: 6126.009766
	Iteration 170Q: 3 clusters Score -3.201576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116291 members 
Mstep: Class 2 contains 114860 members 
Entering Unmasked Estep 
Score: -32015736.000000 Penalty: 6126.009766
	Iteration 171Q: 3 clusters Score -3.201574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116286 members 
Mstep: Class 2 contains 114865 members 
Entering Unmasked Estep 
Score: -32015734.000000 Penalty: 6126.009766
	Iteration 172Q: 3 clusters Score -3.201573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116285 members 
Mstep: Class 2 contains 114866 members 
Entering Unmasked Estep 
Score: -32015728.000000 Penalty: 6126.009766
	Iteration 173Q: 3 clusters Score -3.201573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116286 members 
Mstep: Class 2 contains 114865 members 
Entering Unmasked Estep 
Score: -32015730.000000 Penalty: 6126.009766
	Iteration 174Q: 3 clusters Score -3.201573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116283 members 
Mstep: Class 2 contains 114868 members 
Entering Unmasked Estep 
Score: -32015724.000000 Penalty: 6126.009766
	Iteration 175Q: 3 clusters Score -3.201572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116279 members 
Mstep: Class 2 contains 114872 members 
Entering Unmasked Estep 
Score: -32015706.000000 Penalty: 6126.009766
	Iteration 176Q: 3 clusters Score -3.201571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116272 members 
Mstep: Class 2 contains 114879 members 
Entering Unmasked Estep 
Score: -32015712.000000 Penalty: 6126.009766
	Iteration 177Q: 3 clusters Score -3.201571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116270 members 
Mstep: Class 2 contains 114881 members 
Entering Unmasked Estep 
Score: -32015716.000000 Penalty: 6126.009766
	Iteration 178Q: 3 clusters Score -3.201572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116265 members 
Mstep: Class 2 contains 114886 members 
Entering Unmasked Estep 
Score: -32015704.000000 Penalty: 6126.009766
	Iteration 179Q: 3 clusters Score -3.20157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116265 members 
Mstep: Class 2 contains 114886 members 
Entering Unmasked Estep 
Score: -32015702.000000 Penalty: 6126.009766
	Iteration 180F: 3 clusters Score -3.20157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116263 members 
Mstep: Class 2 contains 114888 members 
Entering Unmasked Estep 
Score: -32015688.000000 Penalty: 6126.009766
	Iteration 181Q: 3 clusters Score -3.201569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116264 members 
Mstep: Class 2 contains 114887 members 
Entering Unmasked Estep 
Score: -32015688.000000 Penalty: 6126.009766
	Iteration 182Q: 3 clusters Score -3.201569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116263 members 
Mstep: Class 2 contains 114888 members 
Entering Unmasked Estep 
Score: -32015698.000000 Penalty: 6126.009766
	Iteration 183Q: 3 clusters Score -3.20157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116265 members 
Mstep: Class 2 contains 114886 members 
Entering Unmasked Estep 
Score: -32015688.000000 Penalty: 6126.009766
	Iteration 184Q: 3 clusters Score -3.201569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116266 members 
Mstep: Class 2 contains 114885 members 
Entering Unmasked Estep 
Score: -32015694.000000 Penalty: 6126.009766
	Iteration 185Q: 3 clusters Score -3.201569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116266 members 
Mstep: Class 2 contains 114885 members 
Entering Unmasked Estep 
Score: -32015700.000000 Penalty: 6126.009766
	Iteration 186Q: 3 clusters Score -3.20157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116268 members 
Mstep: Class 2 contains 114883 members 
Entering Unmasked Estep 
Score: -32015696.000000 Penalty: 6126.009766
	Iteration 187Q: 3 clusters Score -3.20157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116268 members 
Mstep: Class 2 contains 114883 members 
Entering Unmasked Estep 
Score: -32015696.000000 Penalty: 6126.009766
	Iteration 188F: 3 clusters Score -3.20157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 116268 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 42543 members 
Mstep: Class 5 contains 9816 members 
Mstep: Class 6 contains 56698 members 
Mstep: Class 7 contains 16405 members 
Mstep: Class 8 contains 44268 members 
Mstep: Class 9 contains 48107 members 
Mstep: Class 10 contains 15499 members 
Mstep: Class 11 contains 32050 members 
Mstep: Class 12 contains 15984 members 
Mstep: Class 13 contains 169168 members 
Mstep: Class 14 contains 86992 members 
Mstep: Class 15 contains 16533 members 
Mstep: Class 16 contains 59767 members 
Mstep: Class 17 contains 160146 members 
Mstep: Class 18 contains 31571 members 
Mstep: Class 19 contains 8422 members 
Mstep: Class 20 contains 1701 members 
Mstep: Class 21 contains 114883 members 
Entering Unmasked Estep 
Score: -142850816.000000 Penalty: 72222.656250
Splitting cluster 2 changes total score from -142845200.000000 to -142850816.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -189697.343750 Penalty: 1816.963501
	Iteration 0F: 2 clusters Score -189697.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -187500.859375 Penalty: 3633.927002
	Iteration 0F: 3 clusters Score -187500.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -188301.437500 Penalty: 3633.927002
	Iteration 1F: 3 clusters Score -188301.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -188859.171875 Penalty: 3633.927002
	Iteration 2F: 3 clusters Score -188859.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -189718.625000 Penalty: 3633.927002
	Iteration 3F: 3 clusters Score -189718.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -190684.031250 Penalty: 3633.927002
	Iteration 4F: 3 clusters Score -190684 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -191120.171875 Penalty: 3633.927002
	Iteration 5F: 3 clusters Score -191120.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -191345.640625 Penalty: 3633.927002
	Iteration 6Q: 3 clusters Score -191345.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -191479.953125 Penalty: 3633.927002
	Iteration 7Q: 3 clusters Score -191480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -191495.593750 Penalty: 3633.927002
	Iteration 8Q: 3 clusters Score -191495.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -191504.375000 Penalty: 3633.927002
	Iteration 9Q: 3 clusters Score -191504.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -191509.734375 Penalty: 3633.927002
	Iteration 10Q: 3 clusters Score -191509.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -191511.109375 Penalty: 3633.927002
	Iteration 11Q: 3 clusters Score -191511.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -191511.562500 Penalty: 3633.927002
	Iteration 12Q: 3 clusters Score -191511.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -191511.562500 Penalty: 3633.927002
	Iteration 13F: 3 clusters Score -191511.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 116268 members 
Mstep: Class 3 contains 963 members 
Mstep: Class 4 contains 42543 members 
Mstep: Class 5 contains 9816 members 
Mstep: Class 6 contains 56698 members 
Mstep: Class 7 contains 16405 members 
Mstep: Class 8 contains 44268 members 
Mstep: Class 9 contains 48107 members 
Mstep: Class 10 contains 15499 members 
Mstep: Class 11 contains 32050 members 
Mstep: Class 12 contains 15984 members 
Mstep: Class 13 contains 169168 members 
Mstep: Class 14 contains 86992 members 
Mstep: Class 15 contains 16533 members 
Mstep: Class 16 contains 59767 members 
Mstep: Class 17 contains 160146 members 
Mstep: Class 18 contains 31571 members 
Mstep: Class 19 contains 8422 members 
Mstep: Class 20 contains 1701 members 
Mstep: Class 21 contains 114883 members 
Mstep: Class 22 contains 557 members 
Entering Unmasked Estep 
Score: -142850976.000000 Penalty: 75661.828125
Splitting cluster 3 changes total score from -142845200.000000 to -142850976.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (42543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Entering Unmasked Estep 
Score: -5984733.000000 Penalty: 2643.251221
	Iteration 0F: 2 clusters Score -5984733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -5955800.500000 Penalty: 5286.502441
	Iteration 0F: 3 clusters Score -5955800 nChanged 19618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -5966619.000000 Penalty: 5286.502441
	Iteration 1F: 3 clusters Score -5966619 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -5967068.000000 Penalty: 5286.502441
	Iteration 2Q: 3 clusters Score -5967068 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -5967466.500000 Penalty: 5286.502441
	Iteration 3Q: 3 clusters Score -5967466 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -5967778.000000 Penalty: 5286.502441
	Iteration 4Q: 3 clusters Score -5967778 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -5968066.000000 Penalty: 5286.502441
	Iteration 5Q: 3 clusters Score -5968066 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -5968402.000000 Penalty: 5286.502441
	Iteration 6Q: 3 clusters Score -5968402 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -5968804.000000 Penalty: 5286.502441
	Iteration 7Q: 3 clusters Score -5968804 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -5969316.500000 Penalty: 5286.502441
	Iteration 8Q: 3 clusters Score -5969316 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -5970002.000000 Penalty: 5286.502441
	Iteration 9Q: 3 clusters Score -5970002 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -5970866.500000 Penalty: 5286.502441
	Iteration 10Q: 3 clusters Score -5970866 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -5971964.000000 Penalty: 5286.502441
	Iteration 11Q: 3 clusters Score -5971964 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -5973445.000000 Penalty: 5286.502441
	Iteration 12Q: 3 clusters Score -5973445 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -5975031.000000 Penalty: 5286.502441
	Iteration 13F: 3 clusters Score -5975031 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -5976204.500000 Penalty: 5286.502441
	Iteration 14Q: 3 clusters Score -5976204 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -5977030.500000 Penalty: 5286.502441
	Iteration 15Q: 3 clusters Score -5977030 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -5977547.000000 Penalty: 5286.502441
	Iteration 16Q: 3 clusters Score -5977547 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -5977938.000000 Penalty: 5286.502441
	Iteration 17Q: 3 clusters Score -5977938 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -5978288.000000 Penalty: 5286.502441
	Iteration 18Q: 3 clusters Score -5978288 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -5978555.000000 Penalty: 5286.502441
	Iteration 19Q: 3 clusters Score -5978555 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -5978911.000000 Penalty: 5286.502441
	Iteration 20F: 3 clusters Score -5978911 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -5979217.500000 Penalty: 5286.502441
	Iteration 21Q: 3 clusters Score -5979218 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -5979539.000000 Penalty: 5286.502441
	Iteration 22Q: 3 clusters Score -5979539 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -5979835.500000 Penalty: 5286.502441
	Iteration 23Q: 3 clusters Score -5979836 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -5980136.500000 Penalty: 5286.502441
	Iteration 24Q: 3 clusters Score -5980136 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -5980446.000000 Penalty: 5286.502441
	Iteration 25Q: 3 clusters Score -5980446 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -5980731.500000 Penalty: 5286.502441
	Iteration 26Q: 3 clusters Score -5980732 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -5980952.000000 Penalty: 5286.502441
	Iteration 27Q: 3 clusters Score -5980952 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -5981176.500000 Penalty: 5286.502441
	Iteration 28Q: 3 clusters Score -5981176 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -5981406.500000 Penalty: 5286.502441
	Iteration 29Q: 3 clusters Score -5981406 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5981613.500000 Penalty: 5286.502441
	Iteration 30Q: 3 clusters Score -5981614 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5981767.000000 Penalty: 5286.502441
	Iteration 31Q: 3 clusters Score -5981767 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5981899.500000 Penalty: 5286.502441
	Iteration 32Q: 3 clusters Score -5981900 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5981989.000000 Penalty: 5286.502441
	Iteration 33Q: 3 clusters Score -5981989 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5982063.000000 Penalty: 5286.502441
	Iteration 34Q: 3 clusters Score -5982063 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5982128.500000 Penalty: 5286.502441
	Iteration 35Q: 3 clusters Score -5982128 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5982179.000000 Penalty: 5286.502441
	Iteration 36Q: 3 clusters Score -5982179 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5982234.500000 Penalty: 5286.502441
	Iteration 37Q: 3 clusters Score -5982234 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5982284.000000 Penalty: 5286.502441
	Iteration 38Q: 3 clusters Score -5982284 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5982329.000000 Penalty: 5286.502441
	Iteration 39Q: 3 clusters Score -5982329 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5982372.500000 Penalty: 5286.502441
	Iteration 40F: 3 clusters Score -5982372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5982383.500000 Penalty: 5286.502441
	Iteration 41Q: 3 clusters Score -5982384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5982390.500000 Penalty: 5286.502441
	Iteration 42Q: 3 clusters Score -5982390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5982400.000000 Penalty: 5286.502441
	Iteration 43Q: 3 clusters Score -5982400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5982404.500000 Penalty: 5286.502441
	Iteration 44Q: 3 clusters Score -5982404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5982417.500000 Penalty: 5286.502441
	Iteration 45Q: 3 clusters Score -5982418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5982429.000000 Penalty: 5286.502441
	Iteration 46Q: 3 clusters Score -5982429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5982437.000000 Penalty: 5286.502441
	Iteration 47Q: 3 clusters Score -5982437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5982443.500000 Penalty: 5286.502441
	Iteration 48Q: 3 clusters Score -5982444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5982450.500000 Penalty: 5286.502441
	Iteration 49Q: 3 clusters Score -5982450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5982453.000000 Penalty: 5286.502441
	Iteration 50Q: 3 clusters Score -5982453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5982453.000000 Penalty: 5286.502441
	Iteration 51Q: 3 clusters Score -5982453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5982453.500000 Penalty: 5286.502441
	Iteration 52Q: 3 clusters Score -5982454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5982458.000000 Penalty: 5286.502441
	Iteration 53Q: 3 clusters Score -5982458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5982460.500000 Penalty: 5286.502441
	Iteration 54Q: 3 clusters Score -5982460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5982464.500000 Penalty: 5286.502441
	Iteration 55Q: 3 clusters Score -5982464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5982464.500000 Penalty: 5286.502441
	Iteration 56Q: 3 clusters Score -5982464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5982463.000000 Penalty: 5286.502441
	Iteration 57Q: 3 clusters Score -5982463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5982464.500000 Penalty: 5286.502441
	Iteration 58Q: 3 clusters Score -5982464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5982469.500000 Penalty: 5286.502441
	Iteration 59Q: 3 clusters Score -5982470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5982477.000000 Penalty: 5286.502441
	Iteration 60F: 3 clusters Score -5982477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5982476.500000 Penalty: 5286.502441
	Iteration 61Q: 3 clusters Score -5982476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5982476.500000 Penalty: 5286.502441
	Iteration 62F: 3 clusters Score -5982476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Entering Unmasked Estep 
Score: -1227088.000000 Penalty: 2279.558594
	Iteration 0F: 2 clusters Score -1227088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1219497.750000 Penalty: 4559.117188
	Iteration 0F: 3 clusters Score -1219498 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1222785.000000 Penalty: 4559.117188
	Iteration 1F: 3 clusters Score -1222785 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1224473.375000 Penalty: 4559.117188
	Iteration 2F: 3 clusters Score -1224473 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1225722.750000 Penalty: 4559.117188
	Iteration 3F: 3 clusters Score -1225723 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1226633.375000 Penalty: 4559.117188
	Iteration 4F: 3 clusters Score -1226633 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1227151.625000 Penalty: 4559.117188
	Iteration 5F: 3 clusters Score -1227152 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1227473.125000 Penalty: 4559.117188
	Iteration 6Q: 3 clusters Score -1227473 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1227732.500000 Penalty: 4559.117188
	Iteration 7Q: 3 clusters Score -1227732 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1228008.125000 Penalty: 4559.117188
	Iteration 8Q: 3 clusters Score -1228008 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1228196.125000 Penalty: 4559.117188
	Iteration 9Q: 3 clusters Score -1228196 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1228352.375000 Penalty: 4559.117188
	Iteration 10Q: 3 clusters Score -1228352 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1228474.125000 Penalty: 4559.117188
	Iteration 11Q: 3 clusters Score -1228474 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1228576.250000 Penalty: 4559.117188
	Iteration 12Q: 3 clusters Score -1228576 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1228672.250000 Penalty: 4559.117188
	Iteration 13Q: 3 clusters Score -1228672 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1228799.625000 Penalty: 4559.117188
	Iteration 14Q: 3 clusters Score -1228800 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1228917.375000 Penalty: 4559.117188
	Iteration 15Q: 3 clusters Score -1228917 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1229021.375000 Penalty: 4559.117188
	Iteration 16Q: 3 clusters Score -1229021 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1229092.000000 Penalty: 4559.117188
	Iteration 17Q: 3 clusters Score -1229092 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1229155.875000 Penalty: 4559.117188
	Iteration 18Q: 3 clusters Score -1229156 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1229222.625000 Penalty: 4559.117188
	Iteration 19Q: 3 clusters Score -1229223 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1229282.875000 Penalty: 4559.117188
	Iteration 20F: 3 clusters Score -1229283 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1229339.750000 Penalty: 4559.117188
	Iteration 21Q: 3 clusters Score -1229340 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1229401.875000 Penalty: 4559.117188
	Iteration 22Q: 3 clusters Score -1229402 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1229456.125000 Penalty: 4559.117188
	Iteration 23Q: 3 clusters Score -1229456 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1229503.125000 Penalty: 4559.117188
	Iteration 24Q: 3 clusters Score -1229503 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1229530.625000 Penalty: 4559.117188
	Iteration 25Q: 3 clusters Score -1229531 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1229545.375000 Penalty: 4559.117188
	Iteration 26Q: 3 clusters Score -1229545 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1229560.375000 Penalty: 4559.117188
	Iteration 27Q: 3 clusters Score -1229560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1229580.375000 Penalty: 4559.117188
	Iteration 28Q: 3 clusters Score -1229580 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1229598.500000 Penalty: 4559.117188
	Iteration 29Q: 3 clusters Score -1229598 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1229617.375000 Penalty: 4559.117188
	Iteration 30Q: 3 clusters Score -1229617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1229632.250000 Penalty: 4559.117188
	Iteration 31Q: 3 clusters Score -1229632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1229646.250000 Penalty: 4559.117188
	Iteration 32Q: 3 clusters Score -1229646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1229658.125000 Penalty: 4559.117188
	Iteration 33Q: 3 clusters Score -1229658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1229663.750000 Penalty: 4559.117188
	Iteration 34Q: 3 clusters Score -1229664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1229665.250000 Penalty: 4559.117188
	Iteration 35Q: 3 clusters Score -1229665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1229675.500000 Penalty: 4559.117188
	Iteration 36Q: 3 clusters Score -1229676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1229677.500000 Penalty: 4559.117188
	Iteration 37Q: 3 clusters Score -1229678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1229683.625000 Penalty: 4559.117188
	Iteration 38Q: 3 clusters Score -1229684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1229689.875000 Penalty: 4559.117188
	Iteration 39Q: 3 clusters Score -1229690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1229690.875000 Penalty: 4559.117188
	Iteration 40F: 3 clusters Score -1229691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1229692.875000 Penalty: 4559.117188
	Iteration 41Q: 3 clusters Score -1229693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1229698.250000 Penalty: 4559.117188
	Iteration 42Q: 3 clusters Score -1229698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1229699.625000 Penalty: 4559.117188
	Iteration 43Q: 3 clusters Score -1229700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1229699.375000 Penalty: 4559.117188
	Iteration 44Q: 3 clusters Score -1229699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1229699.250000 Penalty: 4559.117188
	Iteration 45Q: 3 clusters Score -1229699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1229699.625000 Penalty: 4559.117188
	Iteration 46Q: 3 clusters Score -1229700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1229699.125000 Penalty: 4559.117188
	Iteration 47Q: 3 clusters Score -1229699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1229700.875000 Penalty: 4559.117188
	Iteration 48Q: 3 clusters Score -1229701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1229701.125000 Penalty: 4559.117188
	Iteration 49Q: 3 clusters Score -1229701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1229701.125000 Penalty: 4559.117188
	Iteration 50F: 3 clusters Score -1229701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 116268 members 
Mstep: Class 3 contains 963 members 
Mstep: Class 4 contains 42543 members 
Mstep: Class 5 contains 7946 members 
Mstep: Class 6 contains 56698 members 
Mstep: Class 7 contains 16405 members 
Mstep: Class 8 contains 44268 members 
Mstep: Class 9 contains 48107 members 
Mstep: Class 10 contains 15499 members 
Mstep: Class 11 contains 32050 members 
Mstep: Class 12 contains 15984 members 
Mstep: Class 13 contains 169168 members 
Mstep: Class 14 contains 86992 members 
Mstep: Class 15 contains 16533 members 
Mstep: Class 16 contains 59767 members 
Mstep: Class 17 contains 160146 members 
Mstep: Class 18 contains 31571 members 
Mstep: Class 19 contains 8422 members 
Mstep: Class 20 contains 1701 members 
Mstep: Class 21 contains 114883 members 
Mstep: Class 22 contains 557 members 
Mstep: Class 23 contains 1870 members 
Entering Unmasked Estep 
Score: -142852448.000000 Penalty: 79101.007812
Splitting cluster 5 changes total score from -142845200.000000 to -142852448.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (56698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Entering Unmasked Estep 
Score: -7810767.000000 Penalty: 2714.482666
	Iteration 0F: 2 clusters Score -7810767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -7772601.000000 Penalty: 5428.965332
	Iteration 0F: 3 clusters Score -7772601 nChanged 26317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -7787495.000000 Penalty: 5428.965332
	Iteration 1F: 3 clusters Score -7787495 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -7789029.500000 Penalty: 5428.965332
	Iteration 2Q: 3 clusters Score -7789030 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -7791994.000000 Penalty: 5428.965332
	Iteration 3F: 3 clusters Score -7791994 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -7796959.500000 Penalty: 5428.965332
	Iteration 4F: 3 clusters Score -7796960 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -7803226.000000 Penalty: 5428.965332
	Iteration 5F: 3 clusters Score -7803226 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -7808141.500000 Penalty: 5428.965332
	Iteration 6F: 3 clusters Score -7808142 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -7810888.500000 Penalty: 5428.965332
	Iteration 7F: 3 clusters Score -7810888 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -7812762.500000 Penalty: 5428.965332
	Iteration 8Q: 3 clusters Score -7812762 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -7814331.000000 Penalty: 5428.965332
	Iteration 9Q: 3 clusters Score -7814331 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -7815367.500000 Penalty: 5428.965332
	Iteration 10Q: 3 clusters Score -7815368 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -7815747.500000 Penalty: 5428.965332
	Iteration 11Q: 3 clusters Score -7815748 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -7815883.500000 Penalty: 5428.965332
	Iteration 12Q: 3 clusters Score -7815884 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -7815923.000000 Penalty: 5428.965332
	Iteration 13Q: 3 clusters Score -7815923 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -7815958.500000 Penalty: 5428.965332
	Iteration 14Q: 3 clusters Score -7815958 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -7815975.000000 Penalty: 5428.965332
	Iteration 15Q: 3 clusters Score -7815975 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -7815963.500000 Penalty: 5428.965332
	Iteration 16Q: 3 clusters Score -7815964 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -7815954.500000 Penalty: 5428.965332
	Iteration 17Q: 3 clusters Score -7815954 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -7815968.500000 Penalty: 5428.965332
	Iteration 18Q: 3 clusters Score -7815968 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -7815976.000000 Penalty: 5428.965332
	Iteration 19Q: 3 clusters Score -7815976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -7815978.000000 Penalty: 5428.965332
	Iteration 20F: 3 clusters Score -7815978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -7815975.000000 Penalty: 5428.965332
	Iteration 21Q: 3 clusters Score -7815975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -7815971.500000 Penalty: 5428.965332
	Iteration 22Q: 3 clusters Score -7815972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -7815984.000000 Penalty: 5428.965332
	Iteration 23Q: 3 clusters Score -7815984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -7815984.000000 Penalty: 5428.965332
	Iteration 24Q: 3 clusters Score -7815984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -7815974.500000 Penalty: 5428.965332
	Iteration 25Q: 3 clusters Score -7815974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -7815983.500000 Penalty: 5428.965332
	Iteration 26Q: 3 clusters Score -7815984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -7815980.000000 Penalty: 5428.965332
	Iteration 27Q: 3 clusters Score -7815980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -7815980.500000 Penalty: 5428.965332
	Iteration 28Q: 3 clusters Score -7815980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -7815985.000000 Penalty: 5428.965332
	Iteration 29Q: 3 clusters Score -7815985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -7815984.500000 Penalty: 5428.965332
	Iteration 30Q: 3 clusters Score -7815984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -7815984.500000 Penalty: 5428.965332
	Iteration 31F: 3 clusters Score -7815984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 116268 members 
Mstep: Class 3 contains 963 members 
Mstep: Class 4 contains 42543 members 
Mstep: Class 5 contains 7946 members 
Mstep: Class 6 contains 46154 members 
Mstep: Class 7 contains 16405 members 
Mstep: Class 8 contains 44268 members 
Mstep: Class 9 contains 48107 members 
Mstep: Class 10 contains 15499 members 
Mstep: Class 11 contains 32050 members 
Mstep: Class 12 contains 15984 members 
Mstep: Class 13 contains 169168 members 
Mstep: Class 14 contains 86992 members 
Mstep: Class 15 contains 16533 members 
Mstep: Class 16 contains 59767 members 
Mstep: Class 17 contains 160146 members 
Mstep: Class 18 contains 31571 members 
Mstep: Class 19 contains 8422 members 
Mstep: Class 20 contains 1701 members 
Mstep: Class 21 contains 114883 members 
Mstep: Class 22 contains 557 members 
Mstep: Class 23 contains 1870 members 
Mstep: Class 24 contains 10544 members 
Entering Unmasked Estep 
Score: -142857488.000000 Penalty: 82540.179688
Splitting cluster 6 changes total score from -142845200.000000 to -142857488.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (16405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Entering Unmasked Estep 
Score: -2194718.750000 Penalty: 2406.924561
	Iteration 0F: 2 clusters Score -2194719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2182989.250000 Penalty: 4813.849121
	Iteration 0F: 3 clusters Score -2182989 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2187159.250000 Penalty: 4813.849121
	Iteration 1F: 3 clusters Score -2187159 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2188108.750000 Penalty: 4813.849121
	Iteration 2F: 3 clusters Score -2188109 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -2189323.000000 Penalty: 4813.849121
	Iteration 3F: 3 clusters Score -2189323 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -2190912.750000 Penalty: 4813.849121
	Iteration 4F: 3 clusters Score -2190913 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2192731.500000 Penalty: 4813.849121
	Iteration 5F: 3 clusters Score -2192732 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2194211.500000 Penalty: 4813.849121
	Iteration 6F: 3 clusters Score -2194212 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2195093.750000 Penalty: 4813.849121
	Iteration 7F: 3 clusters Score -2195094 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2195501.500000 Penalty: 4813.849121
	Iteration 8Q: 3 clusters Score -2195502 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2195650.750000 Penalty: 4813.849121
	Iteration 9Q: 3 clusters Score -2195651 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2195704.500000 Penalty: 4813.849121
	Iteration 10Q: 3 clusters Score -2195704 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2195754.500000 Penalty: 4813.849121
	Iteration 11Q: 3 clusters Score -2195754 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2195783.500000 Penalty: 4813.849121
	Iteration 12Q: 3 clusters Score -2195784 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2195803.250000 Penalty: 4813.849121
	Iteration 13Q: 3 clusters Score -2195803 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2195820.750000 Penalty: 4813.849121
	Iteration 14Q: 3 clusters Score -2195821 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2195829.250000 Penalty: 4813.849121
	Iteration 15Q: 3 clusters Score -2195829 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2195848.250000 Penalty: 4813.849121
	Iteration 16Q: 3 clusters Score -2195848 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2195854.500000 Penalty: 4813.849121
	Iteration 17Q: 3 clusters Score -2195854 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2195862.000000 Penalty: 4813.849121
	Iteration 18Q: 3 clusters Score -2195862 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2195869.500000 Penalty: 4813.849121
	Iteration 19Q: 3 clusters Score -2195870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2195874.750000 Penalty: 4813.849121
	Iteration 20F: 3 clusters Score -2195875 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -2195879.750000 Penalty: 4813.849121
	Iteration 21Q: 3 clusters Score -2195880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2195880.500000 Penalty: 4813.849121
	Iteration 22Q: 3 clusters Score -2195880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2195886.000000 Penalty: 4813.849121
	Iteration 23Q: 3 clusters Score -2195886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2195884.750000 Penalty: 4813.849121
	Iteration 24Q: 3 clusters Score -2195885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2195884.500000 Penalty: 4813.849121
	Iteration 25Q: 3 clusters Score -2195884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2195885.250000 Penalty: 4813.849121
	Iteration 26Q: 3 clusters Score -2195885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2195881.000000 Penalty: 4813.849121
	Iteration 27Q: 3 clusters Score -2195881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2195881.500000 Penalty: 4813.849121
	Iteration 28Q: 3 clusters Score -2195882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -2195880.750000 Penalty: 4813.849121
	Iteration 29Q: 3 clusters Score -2195881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2195881.000000 Penalty: 4813.849121
	Iteration 30Q: 3 clusters Score -2195881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2195881.000000 Penalty: 4813.849121
	Iteration 31Q: 3 clusters Score -2195881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2195881.000000 Penalty: 4813.849121
	Iteration 32F: 3 clusters Score -2195881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 116268 members 
Mstep: Class 3 contains 963 members 
Mstep: Class 4 contains 42543 members 
Mstep: Class 5 contains 7946 members 
Mstep: Class 6 contains 46154 members 
Mstep: Class 7 contains 11056 members 
Mstep: Class 8 contains 44268 members 
Mstep: Class 9 contains 48107 members 
Mstep: Class 10 contains 15499 members 
Mstep: Class 11 contains 32050 members 
Mstep: Class 12 contains 15984 members 
Mstep: Class 13 contains 169168 members 
Mstep: Class 14 contains 86992 members 
Mstep: Class 15 contains 16533 members 
Mstep: Class 16 contains 59767 members 
Mstep: Class 17 contains 160146 members 
Mstep: Class 18 contains 31571 members 
Mstep: Class 19 contains 8422 members 
Mstep: Class 20 contains 1701 members 
Mstep: Class 21 contains 114883 members 
Mstep: Class 22 contains 557 members 
Mstep: Class 23 contains 1870 members 
Mstep: Class 24 contains 10544 members 
Mstep: Class 25 contains 5349 members 
Entering Unmasked Estep 
Score: -142857776.000000 Penalty: 85979.351562
Splitting cluster 7 changes total score from -142845200.000000 to -142857776.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (44268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Entering Unmasked Estep 
Score: -5998481.000000 Penalty: 2653.108154
	Iteration 0F: 2 clusters Score -5998481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -5968589.500000 Penalty: 5306.216309
	Iteration 0F: 3 clusters Score -5968590 nChanged 20423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -5980101.000000 Penalty: 5306.216309
	Iteration 1F: 3 clusters Score -5980101 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -5981509.500000 Penalty: 5306.216309
	Iteration 2F: 3 clusters Score -5981510 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -5983833.000000 Penalty: 5306.216309
	Iteration 3F: 3 clusters Score -5983833 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -5987062.000000 Penalty: 5306.216309
	Iteration 4F: 3 clusters Score -5987062 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -5990238.500000 Penalty: 5306.216309
	Iteration 5F: 3 clusters Score -5990238 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -5992821.500000 Penalty: 5306.216309
	Iteration 6F: 3 clusters Score -5992822 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -5994706.000000 Penalty: 5306.216309
	Iteration 7F: 3 clusters Score -5994706 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -5996211.000000 Penalty: 5306.216309
	Iteration 8Q: 3 clusters Score -5996211 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -5997316.500000 Penalty: 5306.216309
	Iteration 9Q: 3 clusters Score -5997316 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -5997923.000000 Penalty: 5306.216309
	Iteration 10Q: 3 clusters Score -5997923 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -5998345.000000 Penalty: 5306.216309
	Iteration 11Q: 3 clusters Score -5998345 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -5998597.500000 Penalty: 5306.216309
	Iteration 12Q: 3 clusters Score -5998598 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -5998832.500000 Penalty: 5306.216309
	Iteration 13Q: 3 clusters Score -5998832 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -5998998.000000 Penalty: 5306.216309
	Iteration 14Q: 3 clusters Score -5998998 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -5999196.500000 Penalty: 5306.216309
	Iteration 15Q: 3 clusters Score -5999196 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -5999437.000000 Penalty: 5306.216309
	Iteration 16Q: 3 clusters Score -5999437 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -5999682.500000 Penalty: 5306.216309
	Iteration 17Q: 3 clusters Score -5999682 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -5999936.500000 Penalty: 5306.216309
	Iteration 18Q: 3 clusters Score -5999936 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -6000163.000000 Penalty: 5306.216309
	Iteration 19Q: 3 clusters Score -6000163 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -6000370.500000 Penalty: 5306.216309
	Iteration 20F: 3 clusters Score -6000370 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -6000528.500000 Penalty: 5306.216309
	Iteration 21Q: 3 clusters Score -6000528 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -6000655.500000 Penalty: 5306.216309
	Iteration 22Q: 3 clusters Score -6000656 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -6000757.000000 Penalty: 5306.216309
	Iteration 23Q: 3 clusters Score -6000757 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -6000858.500000 Penalty: 5306.216309
	Iteration 24Q: 3 clusters Score -6000858 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -6000931.000000 Penalty: 5306.216309
	Iteration 25Q: 3 clusters Score -6000931 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -6000982.000000 Penalty: 5306.216309
	Iteration 26Q: 3 clusters Score -6000982 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -6001046.000000 Penalty: 5306.216309
	Iteration 27Q: 3 clusters Score -6001046 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -6001093.000000 Penalty: 5306.216309
	Iteration 28Q: 3 clusters Score -6001093 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -6001114.500000 Penalty: 5306.216309
	Iteration 29Q: 3 clusters Score -6001114 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -6001139.000000 Penalty: 5306.216309
	Iteration 30Q: 3 clusters Score -6001139 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -6001169.000000 Penalty: 5306.216309
	Iteration 31Q: 3 clusters Score -6001169 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -6001192.000000 Penalty: 5306.216309
	Iteration 32Q: 3 clusters Score -6001192 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -6001194.000000 Penalty: 5306.216309
	Iteration 33Q: 3 clusters Score -6001194 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -6001208.000000 Penalty: 5306.216309
	Iteration 34Q: 3 clusters Score -6001208 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -6001210.000000 Penalty: 5306.216309
	Iteration 35Q: 3 clusters Score -6001210 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -6001211.500000 Penalty: 5306.216309
	Iteration 36Q: 3 clusters Score -6001212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -6001213.000000 Penalty: 5306.216309
	Iteration 37Q: 3 clusters Score -6001213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -6001221.500000 Penalty: 5306.216309
	Iteration 38Q: 3 clusters Score -6001222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -6001218.000000 Penalty: 5306.216309
	Iteration 39Q: 3 clusters Score -6001218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -6001222.000000 Penalty: 5306.216309
	Iteration 40F: 3 clusters Score -6001222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -6001217.000000 Penalty: 5306.216309
	Iteration 41Q: 3 clusters Score -6001217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -6001226.000000 Penalty: 5306.216309
	Iteration 42Q: 3 clusters Score -6001226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -6001218.000000 Penalty: 5306.216309
	Iteration 43Q: 3 clusters Score -6001218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -6001223.000000 Penalty: 5306.216309
	Iteration 44Q: 3 clusters Score -6001223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -6001217.500000 Penalty: 5306.216309
	Iteration 45Q: 3 clusters Score -6001218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -6001217.500000 Penalty: 5306.216309
	Iteration 46F: 3 clusters Score -6001218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 116268 members 
Mstep: Class 3 contains 963 members 
Mstep: Class 4 contains 42543 members 
Mstep: Class 5 contains 7946 members 
Mstep: Class 6 contains 46154 members 
Mstep: Class 7 contains 11056 members 
Mstep: Class 8 contains 37938 members 
Mstep: Class 9 contains 48107 members 
Mstep: Class 10 contains 15499 members 
Mstep: Class 11 contains 32050 members 
Mstep: Class 12 contains 15984 members 
Mstep: Class 13 contains 169168 members 
Mstep: Class 14 contains 86992 members 
Mstep: Class 15 contains 16533 members 
Mstep: Class 16 contains 59767 members 
Mstep: Class 17 contains 160146 members 
Mstep: Class 18 contains 31571 members 
Mstep: Class 19 contains 8422 members 
Mstep: Class 20 contains 1701 members 
Mstep: Class 21 contains 114883 members 
Mstep: Class 22 contains 557 members 
Mstep: Class 23 contains 1870 members 
Mstep: Class 24 contains 10544 members 
Mstep: Class 25 contains 5349 members 
Mstep: Class 26 contains 6330 members 
Entering Unmasked Estep 
Score: -142859632.000000 Penalty: 89418.531250
Splitting cluster 8 changes total score from -142845200.000000 to -142859632.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (48107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Entering Unmasked Estep 
Score: -6479931.500000 Penalty: 2673.733398
	Iteration 0F: 2 clusters Score -6479932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -6447471.000000 Penalty: 5347.466797
	Iteration 0F: 3 clusters Score -6447471 nChanged 22132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -6459963.500000 Penalty: 5347.466797
	Iteration 1F: 3 clusters Score -6459964 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -6460898.000000 Penalty: 5347.466797
	Iteration 2Q: 3 clusters Score -6460898 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -6462177.500000 Penalty: 5347.466797
	Iteration 3Q: 3 clusters Score -6462178 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -6463621.500000 Penalty: 5347.466797
	Iteration 4Q: 3 clusters Score -6463622 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -6465088.000000 Penalty: 5347.466797
	Iteration 5Q: 3 clusters Score -6465088 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -6466534.000000 Penalty: 5347.466797
	Iteration 6Q: 3 clusters Score -6466534 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -6467841.000000 Penalty: 5347.466797
	Iteration 7Q: 3 clusters Score -6467841 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -6469035.500000 Penalty: 5347.466797
	Iteration 8Q: 3 clusters Score -6469036 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -6470178.000000 Penalty: 5347.466797
	Iteration 9Q: 3 clusters Score -6470178 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -6471268.000000 Penalty: 5347.466797
	Iteration 10Q: 3 clusters Score -6471268 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -6472278.500000 Penalty: 5347.466797
	Iteration 11Q: 3 clusters Score -6472278 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -6473136.500000 Penalty: 5347.466797
	Iteration 12Q: 3 clusters Score -6473136 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -6473840.000000 Penalty: 5347.466797
	Iteration 13Q: 3 clusters Score -6473840 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -6474539.000000 Penalty: 5347.466797
	Iteration 14Q: 3 clusters Score -6474539 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -6475083.500000 Penalty: 5347.466797
	Iteration 15Q: 3 clusters Score -6475084 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -6475506.500000 Penalty: 5347.466797
	Iteration 16Q: 3 clusters Score -6475506 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -6475878.000000 Penalty: 5347.466797
	Iteration 17Q: 3 clusters Score -6475878 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -6476199.000000 Penalty: 5347.466797
	Iteration 18Q: 3 clusters Score -6476199 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -6476474.500000 Penalty: 5347.466797
	Iteration 19Q: 3 clusters Score -6476474 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -6476683.500000 Penalty: 5347.466797
	Iteration 20F: 3 clusters Score -6476684 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -6476902.000000 Penalty: 5347.466797
	Iteration 21Q: 3 clusters Score -6476902 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -6477021.000000 Penalty: 5347.466797
	Iteration 22Q: 3 clusters Score -6477021 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -6477130.500000 Penalty: 5347.466797
	Iteration 23Q: 3 clusters Score -6477130 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -6477252.000000 Penalty: 5347.466797
	Iteration 24Q: 3 clusters Score -6477252 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -6477368.500000 Penalty: 5347.466797
	Iteration 25Q: 3 clusters Score -6477368 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -6477427.500000 Penalty: 5347.466797
	Iteration 26Q: 3 clusters Score -6477428 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -6477493.000000 Penalty: 5347.466797
	Iteration 27Q: 3 clusters Score -6477493 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -6477548.000000 Penalty: 5347.466797
	Iteration 28Q: 3 clusters Score -6477548 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -6477594.000000 Penalty: 5347.466797
	Iteration 29Q: 3 clusters Score -6477594 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -6477619.000000 Penalty: 5347.466797
	Iteration 30Q: 3 clusters Score -6477619 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -6477656.500000 Penalty: 5347.466797
	Iteration 31Q: 3 clusters Score -6477656 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -6477672.500000 Penalty: 5347.466797
	Iteration 32Q: 3 clusters Score -6477672 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -6477676.500000 Penalty: 5347.466797
	Iteration 33Q: 3 clusters Score -6477676 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -6477692.000000 Penalty: 5347.466797
	Iteration 34Q: 3 clusters Score -6477692 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -6477710.500000 Penalty: 5347.466797
	Iteration 35Q: 3 clusters Score -6477710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -6477721.500000 Penalty: 5347.466797
	Iteration 36Q: 3 clusters Score -6477722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -6477729.000000 Penalty: 5347.466797
	Iteration 37Q: 3 clusters Score -6477729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -6477740.000000 Penalty: 5347.466797
	Iteration 38Q: 3 clusters Score -6477740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
Score: -6477747.500000 Penalty: 5347.466797
	Iteration 39Q: 3 clusters Score -6477748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -6477745.500000 Penalty: 5347.466797
	Iteration 40F: 3 clusters Score -6477746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -6477757.000000 Penalty: 5347.466797
	Iteration 41Q: 3 clusters Score -6477757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -6477759.500000 Penalty: 5347.466797
	Iteration 42Q: 3 clusters Score -6477760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -6477759.500000 Penalty: 5347.466797
	Iteration 43Q: 3 clusters Score -6477760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -6477759.000000 Penalty: 5347.466797
	Iteration 44Q: 3 clusters Score -6477759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -6477761.000000 Penalty: 5347.466797
	Iteration 45Q: 3 clusters Score -6477761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -6477770.000000 Penalty: 5347.466797
	Iteration 46Q: 3 clusters Score -6477770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -6477772.500000 Penalty: 5347.466797
	Iteration 47Q: 3 clusters Score -6477772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -6477774.000000 Penalty: 5347.466797
	Iteration 48Q: 3 clusters Score -6477774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -6477772.500000 Penalty: 5347.466797
	Iteration 49Q: 3 clusters Score -6477772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -6477776.500000 Penalty: 5347.466797
	Iteration 50Q: 3 clusters Score -6477776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -6477773.000000 Penalty: 5347.466797
	Iteration 51Q: 3 clusters Score -6477773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -6477768.500000 Penalty: 5347.466797
	Iteration 52Q: 3 clusters Score -6477768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -6477768.500000 Penalty: 5347.466797
	Iteration 53Q: 3 clusters Score -6477768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -6477769.500000 Penalty: 5347.466797
	Iteration 54Q: 3 clusters Score -6477770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -6477770.000000 Penalty: 5347.466797
	Iteration 55Q: 3 clusters Score -6477770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -6477774.500000 Penalty: 5347.466797
	Iteration 56Q: 3 clusters Score -6477774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -6477774.500000 Penalty: 5347.466797
	Iteration 57F: 3 clusters Score -6477774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Entering Unmasked Estep 
Score: -4509691.500000 Penalty: 2573.012939
	Iteration 0F: 2 clusters Score -4509692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -4487681.000000 Penalty: 5146.025879
	Iteration 0F: 3 clusters Score -4487681 nChanged 14590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -4495699.500000 Penalty: 5146.025879
	Iteration 1F: 3 clusters Score -4495700 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -4496300.000000 Penalty: 5146.025879
	Iteration 2F: 3 clusters Score -4496300 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -4497034.500000 Penalty: 5146.025879
	Iteration 3F: 3 clusters Score -4497034 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -4498094.000000 Penalty: 5146.025879
	Iteration 4F: 3 clusters Score -4498094 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -4499657.000000 Penalty: 5146.025879
	Iteration 5F: 3 clusters Score -4499657 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -4501686.500000 Penalty: 5146.025879
	Iteration 6F: 3 clusters Score -4501686 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -4503717.500000 Penalty: 5146.025879
	Iteration 7F: 3 clusters Score -4503718 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -4505338.000000 Penalty: 5146.025879
	Iteration 8F: 3 clusters Score -4505338 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -4506317.000000 Penalty: 5146.025879
	Iteration 9Q: 3 clusters Score -4506317 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -4506861.000000 Penalty: 5146.025879
	Iteration 10Q: 3 clusters Score -4506861 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -4507181.000000 Penalty: 5146.025879
	Iteration 11Q: 3 clusters Score -4507181 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -4507411.000000 Penalty: 5146.025879
	Iteration 12Q: 3 clusters Score -4507411 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -4507601.500000 Penalty: 5146.025879
	Iteration 13Q: 3 clusters Score -4507602 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -4507734.500000 Penalty: 5146.025879
	Iteration 14Q: 3 clusters Score -4507734 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -4507867.000000 Penalty: 5146.025879
	Iteration 15Q: 3 clusters Score -4507867 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -4507985.000000 Penalty: 5146.025879
	Iteration 16Q: 3 clusters Score -4507985 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -4508059.000000 Penalty: 5146.025879
	Iteration 17Q: 3 clusters Score -4508059 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -4508149.000000 Penalty: 5146.025879
	Iteration 18Q: 3 clusters Score -4508149 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -4508223.000000 Penalty: 5146.025879
	Iteration 19Q: 3 clusters Score -4508223 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -4508267.000000 Penalty: 5146.025879
	Iteration 20F: 3 clusters Score -4508267 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -4508290.000000 Penalty: 5146.025879
	Iteration 21Q: 3 clusters Score -4508290 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -4508319.500000 Penalty: 5146.025879
	Iteration 22Q: 3 clusters Score -4508320 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -4508345.000000 Penalty: 5146.025879
	Iteration 23Q: 3 clusters Score -4508345 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -4508349.000000 Penalty: 5146.025879
	Iteration 24Q: 3 clusters Score -4508349 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -4508380.500000 Penalty: 5146.025879
	Iteration 25Q: 3 clusters Score -4508380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -4508420.000000 Penalty: 5146.025879
	Iteration 26Q: 3 clusters Score -4508420 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -4508443.000000 Penalty: 5146.025879
	Iteration 27Q: 3 clusters Score -4508443 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -4508479.500000 Penalty: 5146.025879
	Iteration 28Q: 3 clusters Score -4508480 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -4508492.500000 Penalty: 5146.025879
	Iteration 29Q: 3 clusters Score -4508492 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -4508515.000000 Penalty: 5146.025879
	Iteration 30Q: 3 clusters Score -4508515 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -4508539.000000 Penalty: 5146.025879
	Iteration 31Q: 3 clusters Score -4508539 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -4508566.000000 Penalty: 5146.025879
	Iteration 32Q: 3 clusters Score -4508566 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -4508572.000000 Penalty: 5146.025879
	Iteration 33Q: 3 clusters Score -4508572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -4508590.500000 Penalty: 5146.025879
	Iteration 34Q: 3 clusters Score -4508590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -4508628.000000 Penalty: 5146.025879
	Iteration 35Q: 3 clusters Score -4508628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -4508641.000000 Penalty: 5146.025879
	Iteration 36Q: 3 clusters Score -4508641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -4508646.500000 Penalty: 5146.025879
	Iteration 37Q: 3 clusters Score -4508646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -4508659.000000 Penalty: 5146.025879
	Iteration 38Q: 3 clusters Score -4508659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -4508663.500000 Penalty: 5146.025879
	Iteration 39Q: 3 clusters Score -4508664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -4508677.500000 Penalty: 5146.025879
	Iteration 40F: 3 clusters Score -4508678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -4508692.000000 Penalty: 5146.025879
	Iteration 41Q: 3 clusters Score -4508692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -4508700.000000 Penalty: 5146.025879
	Iteration 42Q: 3 clusters Score -4508700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -4508696.000000 Penalty: 5146.025879
	Iteration 43Q: 3 clusters Score -4508696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -4508698.000000 Penalty: 5146.025879
	Iteration 44Q: 3 clusters Score -4508698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -4508700.000000 Penalty: 5146.025879
	Iteration 45Q: 3 clusters Score -4508700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -4508708.500000 Penalty: 5146.025879
	Iteration 46Q: 3 clusters Score -4508708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -4508701.000000 Penalty: 5146.025879
	Iteration 47Q: 3 clusters Score -4508701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -4508710.500000 Penalty: 5146.025879
	Iteration 48Q: 3 clusters Score -4508710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -4508723.500000 Penalty: 5146.025879
	Iteration 49Q: 3 clusters Score -4508724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -4508716.000000 Penalty: 5146.025879
	Iteration 50Q: 3 clusters Score -4508716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -4508717.500000 Penalty: 5146.025879
	Iteration 51Q: 3 clusters Score -4508718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -4508722.000000 Penalty: 5146.025879
	Iteration 52Q: 3 clusters Score -4508722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -4508723.500000 Penalty: 5146.025879
	Iteration 53Q: 3 clusters Score -4508724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -4508725.000000 Penalty: 5146.025879
	Iteration 54Q: 3 clusters Score -4508725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -4508725.000000 Penalty: 5146.025879
	Iteration 55F: 3 clusters Score -4508725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Entering Unmasked Estep 
Score: -2271249.500000 Penalty: 2400.477051
	Iteration 0F: 2 clusters Score -2271250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2259796.000000 Penalty: 4800.954102
	Iteration 0F: 3 clusters Score -2259796 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2263320.750000 Penalty: 4800.954102
	Iteration 1F: 3 clusters Score -2263321 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2263651.750000 Penalty: 4800.954102
	Iteration 2F: 3 clusters Score -2263652 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2263900.250000 Penalty: 4800.954102
	Iteration 3Q: 3 clusters Score -2263900 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2264095.750000 Penalty: 4800.954102
	Iteration 4Q: 3 clusters Score -2264096 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2264301.750000 Penalty: 4800.954102
	Iteration 5Q: 3 clusters Score -2264302 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2264483.000000 Penalty: 4800.954102
	Iteration 6Q: 3 clusters Score -2264483 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2264654.500000 Penalty: 4800.954102
	Iteration 7Q: 3 clusters Score -2264654 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2264816.000000 Penalty: 4800.954102
	Iteration 8Q: 3 clusters Score -2264816 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2264950.500000 Penalty: 4800.954102
	Iteration 9Q: 3 clusters Score -2264950 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2265074.500000 Penalty: 4800.954102
	Iteration 10Q: 3 clusters Score -2265074 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2265171.000000 Penalty: 4800.954102
	Iteration 11Q: 3 clusters Score -2265171 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2265290.250000 Penalty: 4800.954102
	Iteration 12Q: 3 clusters Score -2265290 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2265423.500000 Penalty: 4800.954102
	Iteration 13Q: 3 clusters Score -2265424 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2265549.000000 Penalty: 4800.954102
	Iteration 14Q: 3 clusters Score -2265549 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2265686.750000 Penalty: 4800.954102
	Iteration 15Q: 3 clusters Score -2265687 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2265825.250000 Penalty: 4800.954102
	Iteration 16Q: 3 clusters Score -2265825 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2265992.500000 Penalty: 4800.954102
	Iteration 17Q: 3 clusters Score -2265992 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2266215.250000 Penalty: 4800.954102
	Iteration 18Q: 3 clusters Score -2266215 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2266490.000000 Penalty: 4800.954102
	Iteration 19Q: 3 clusters Score -2266490 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2266802.250000 Penalty: 4800.954102
	Iteration 20F: 3 clusters Score -2266802 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2267111.500000 Penalty: 4800.954102
	Iteration 21Q: 3 clusters Score -2267112 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2267432.250000 Penalty: 4800.954102
	Iteration 22Q: 3 clusters Score -2267432 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2267694.000000 Penalty: 4800.954102
	Iteration 23Q: 3 clusters Score -2267694 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2267928.750000 Penalty: 4800.954102
	Iteration 24Q: 3 clusters Score -2267929 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2268144.250000 Penalty: 4800.954102
	Iteration 25Q: 3 clusters Score -2268144 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2268339.750000 Penalty: 4800.954102
	Iteration 26Q: 3 clusters Score -2268340 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2268515.000000 Penalty: 4800.954102
	Iteration 27Q: 3 clusters Score -2268515 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2268643.250000 Penalty: 4800.954102
	Iteration 28Q: 3 clusters Score -2268643 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2268779.250000 Penalty: 4800.954102
	Iteration 29Q: 3 clusters Score -2268779 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2268870.750000 Penalty: 4800.954102
	Iteration 30Q: 3 clusters Score -2268871 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2268961.000000 Penalty: 4800.954102
	Iteration 31Q: 3 clusters Score -2268961 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2269010.000000 Penalty: 4800.954102
	Iteration 32Q: 3 clusters Score -2269010 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2269050.000000 Penalty: 4800.954102
	Iteration 33Q: 3 clusters Score -2269050 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2269076.000000 Penalty: 4800.954102
	Iteration 34Q: 3 clusters Score -2269076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2269099.250000 Penalty: 4800.954102
	Iteration 35Q: 3 clusters Score -2269099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2269120.500000 Penalty: 4800.954102
	Iteration 36Q: 3 clusters Score -2269120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2269135.250000 Penalty: 4800.954102
	Iteration 37Q: 3 clusters Score -2269135 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2269151.750000 Penalty: 4800.954102
	Iteration 38Q: 3 clusters Score -2269152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2269161.000000 Penalty: 4800.954102
	Iteration 39Q: 3 clusters Score -2269161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2269165.500000 Penalty: 4800.954102
	Iteration 40F: 3 clusters Score -2269166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2269173.250000 Penalty: 4800.954102
	Iteration 41Q: 3 clusters Score -2269173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2269179.250000 Penalty: 4800.954102
	Iteration 42Q: 3 clusters Score -2269179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2269180.500000 Penalty: 4800.954102
	Iteration 43Q: 3 clusters Score -2269180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2269180.500000 Penalty: 4800.954102
	Iteration 44Q: 3 clusters Score -2269180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2269181.500000 Penalty: 4800.954102
	Iteration 45Q: 3 clusters Score -2269182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2269181.500000 Penalty: 4800.954102
	Iteration 46F: 3 clusters Score -2269182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (169168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169168 members 
Entering Unmasked Estep 
Score: -23429910.000000 Penalty: 2985.584717
	Iteration 0F: 2 clusters Score -2.342991e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84577 members 
Mstep: Class 2 contains 84591 members 
Entering Unmasked Estep 
Score: -23325736.000000 Penalty: 5971.169434
	Iteration 0F: 3 clusters Score -2.332574e+07 nChanged 81105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84628 members 
Mstep: Class 2 contains 84540 members 
Entering Unmasked Estep 
Score: -23372578.000000 Penalty: 5971.169434
	Iteration 1F: 3 clusters Score -2.337258e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84593 members 
Mstep: Class 2 contains 84575 members 
Entering Unmasked Estep 
Score: -23373542.000000 Penalty: 5971.169434
	Iteration 2Q: 3 clusters Score -2.337354e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84624 members 
Mstep: Class 2 contains 84544 members 
Entering Unmasked Estep 
Score: -23374502.000000 Penalty: 5971.169434
	Iteration 3Q: 3 clusters Score -2.33745e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84563 members 
Mstep: Class 2 contains 84605 members 
Entering Unmasked Estep 
Score: -23375688.000000 Penalty: 5971.169434
	Iteration 4Q: 3 clusters Score -2.337569e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84387 members 
Mstep: Class 2 contains 84781 members 
Entering Unmasked Estep 
Score: -23376964.000000 Penalty: 5971.169434
	Iteration 5Q: 3 clusters Score -2.337696e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84008 members 
Mstep: Class 2 contains 85160 members 
Entering Unmasked Estep 
Score: -23378834.000000 Penalty: 5971.169434
	Iteration 6Q: 3 clusters Score -2.337883e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83373 members 
Mstep: Class 2 contains 85795 members 
Entering Unmasked Estep 
Score: -23381364.000000 Penalty: 5971.169434
	Iteration 7Q: 3 clusters Score -2.338136e+07 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82311 members 
Mstep: Class 2 contains 86857 members 
Entering Unmasked Estep 
Score: -23385442.000000 Penalty: 5971.169434
	Iteration 8Q: 3 clusters Score -2.338544e+07 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81013 members 
Mstep: Class 2 contains 88155 members 
Entering Unmasked Estep 
Score: -23391426.000000 Penalty: 5971.169434
	Iteration 9F: 3 clusters Score -2.339143e+07 nChanged 10551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79554 members 
Mstep: Class 2 contains 89614 members 
Entering Unmasked Estep 
Score: -23399008.000000 Penalty: 5971.169434
	Iteration 10F: 3 clusters Score -2.339901e+07 nChanged 10434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78002 members 
Mstep: Class 2 contains 91166 members 
Entering Unmasked Estep 
Score: -23405814.000000 Penalty: 5971.169434
	Iteration 11F: 3 clusters Score -2.340581e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76700 members 
Mstep: Class 2 contains 92468 members 
Entering Unmasked Estep 
Score: -23409144.000000 Penalty: 5971.169434
	Iteration 12Q: 3 clusters Score -2.340914e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 93637 members 
Entering Unmasked Estep 
Score: -23410528.000000 Penalty: 5971.169434
	Iteration 13Q: 3 clusters Score -2.341053e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74305 members 
Mstep: Class 2 contains 94863 members 
Entering Unmasked Estep 
Score: -23411328.000000 Penalty: 5971.169434
	Iteration 14Q: 3 clusters Score -2.341133e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72938 members 
Mstep: Class 2 contains 96230 members 
Entering Unmasked Estep 
Score: -23412128.000000 Penalty: 5971.169434
	Iteration 15Q: 3 clusters Score -2.341213e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71520 members 
Mstep: Class 2 contains 97648 members 
Entering Unmasked Estep 
Score: -23412600.000000 Penalty: 5971.169434
	Iteration 16Q: 3 clusters Score -2.34126e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69916 members 
Mstep: Class 2 contains 99252 members 
Entering Unmasked Estep 
Score: -23413208.000000 Penalty: 5971.169434
	Iteration 17Q: 3 clusters Score -2.341321e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68182 members 
Mstep: Class 2 contains 100986 members 
Entering Unmasked Estep 
Score: -23414080.000000 Penalty: 5971.169434
	Iteration 18Q: 3 clusters Score -2.341408e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66276 members 
Mstep: Class 2 contains 102892 members 
Entering Unmasked Estep 
Score: -23415010.000000 Penalty: 5971.169434
	Iteration 19Q: 3 clusters Score -2.341501e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64075 members 
Mstep: Class 2 contains 105093 members 
Entering Unmasked Estep 
Score: -23415982.000000 Penalty: 5971.169434
	Iteration 20F: 3 clusters Score -2.341598e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 107459 members 
Entering Unmasked Estep 
Score: -23417110.000000 Penalty: 5971.169434
	Iteration 21Q: 3 clusters Score -2.341711e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59115 members 
Mstep: Class 2 contains 110053 members 
Entering Unmasked Estep 
Score: -23418070.000000 Penalty: 5971.169434
	Iteration 22Q: 3 clusters Score -2.341807e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 113294 members 
Entering Unmasked Estep 
Score: -23419136.000000 Penalty: 5971.169434
	Iteration 23Q: 3 clusters Score -2.341914e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 117177 members 
Entering Unmasked Estep 
Score: -23420484.000000 Penalty: 5971.169434
	Iteration 24Q: 3 clusters Score -2.342048e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 121701 members 
Entering Unmasked Estep 
Score: -23421848.000000 Penalty: 5971.169434
	Iteration 25Q: 3 clusters Score -2.342185e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 126677 members 
Entering Unmasked Estep 
Score: -23423552.000000 Penalty: 5971.169434
	Iteration 26Q: 3 clusters Score -2.342355e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 131907 members 
Entering Unmasked Estep 
Score: -23425106.000000 Penalty: 5971.169434
	Iteration 27Q: 3 clusters Score -2.342511e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 137165 members 
Entering Unmasked Estep 
Score: -23426230.000000 Penalty: 5971.169434
	Iteration 28Q: 3 clusters Score -2.342623e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 142092 members 
Entering Unmasked Estep 
Score: -23427194.000000 Penalty: 5971.169434
	Iteration 29Q: 3 clusters Score -2.342719e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 146623 members 
Entering Unmasked Estep 
Score: -23427960.000000 Penalty: 5971.169434
	Iteration 30Q: 3 clusters Score -2.342796e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 150496 members 
Entering Unmasked Estep 
Score: -23428224.000000 Penalty: 5971.169434
	Iteration 31Q: 3 clusters Score -2.342822e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 153759 members 
Entering Unmasked Estep 
Score: -23428274.000000 Penalty: 5971.169434
	Iteration 32Q: 3 clusters Score -2.342827e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 156353 members 
Entering Unmasked Estep 
Score: -23428082.000000 Penalty: 5971.169434
	Iteration 33Q: 3 clusters Score -2.342808e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 158342 members 
Entering Unmasked Estep 
Score: -23427954.000000 Penalty: 5971.169434
	Iteration 34Q: 3 clusters Score -2.342795e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 159858 members 
Entering Unmasked Estep 
Score: -23427788.000000 Penalty: 5971.169434
	Iteration 35Q: 3 clusters Score -2.342779e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 161013 members 
Entering Unmasked Estep 
Score: -23427742.000000 Penalty: 5971.169434
	Iteration 36Q: 3 clusters Score -2.342774e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 161831 members 
Entering Unmasked Estep 
Score: -23427724.000000 Penalty: 5971.169434
	Iteration 37Q: 3 clusters Score -2.342772e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 162458 members 
Entering Unmasked Estep 
Score: -23427730.000000 Penalty: 5971.169434
	Iteration 38Q: 3 clusters Score -2.342773e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 162980 members 
Entering Unmasked Estep 
Score: -23427762.000000 Penalty: 5971.169434
	Iteration 39Q: 3 clusters Score -2.342776e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 163326 members 
Entering Unmasked Estep 
Score: -23428634.000000 Penalty: 5971.169434
	Iteration 40F: 3 clusters Score -2.342863e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 164915 members 
Entering Unmasked Estep 
Score: -23428572.000000 Penalty: 5971.169434
	Iteration 41Q: 3 clusters Score -2.342857e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 165941 members 
Entering Unmasked Estep 
Score: -23428506.000000 Penalty: 5971.169434
	Iteration 42Q: 3 clusters Score -2.342851e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 166552 members 
Entering Unmasked Estep 
Score: -23428404.000000 Penalty: 5971.169434
	Iteration 43Q: 3 clusters Score -2.34284e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 166986 members 
Entering Unmasked Estep 
Score: -23428376.000000 Penalty: 5971.169434
	Iteration 44Q: 3 clusters Score -2.342838e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 167286 members 
Entering Unmasked Estep 
Score: -23428344.000000 Penalty: 5971.169434
	Iteration 45Q: 3 clusters Score -2.342834e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 167493 members 
Entering Unmasked Estep 
Score: -23428304.000000 Penalty: 5971.169434
	Iteration 46Q: 3 clusters Score -2.34283e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 167646 members 
Entering Unmasked Estep 
Score: -23428228.000000 Penalty: 5971.169434
	Iteration 47Q: 3 clusters Score -2.342823e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 167741 members 
Entering Unmasked Estep 
Score: -23428212.000000 Penalty: 5971.169434
	Iteration 48Q: 3 clusters Score -2.342821e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 167825 members 
Entering Unmasked Estep 
Score: -23428168.000000 Penalty: 5971.169434
	Iteration 49Q: 3 clusters Score -2.342817e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 167872 members 
Entering Unmasked Estep 
Score: -23428160.000000 Penalty: 5971.169434
	Iteration 50Q: 3 clusters Score -2.342816e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 167913 members 
Entering Unmasked Estep 
Score: -23428154.000000 Penalty: 5971.169434
	Iteration 51Q: 3 clusters Score -2.342815e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 167947 members 
Entering Unmasked Estep 
Score: -23428128.000000 Penalty: 5971.169434
	Iteration 52Q: 3 clusters Score -2.342813e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 167976 members 
Entering Unmasked Estep 
Score: -23428144.000000 Penalty: 5971.169434
	Iteration 53Q: 3 clusters Score -2.342814e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 167999 members 
Entering Unmasked Estep 
Score: -23428134.000000 Penalty: 5971.169434
	Iteration 54Q: 3 clusters Score -2.342813e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 168025 members 
Entering Unmasked Estep 
Score: -23428118.000000 Penalty: 5971.169434
	Iteration 55Q: 3 clusters Score -2.342812e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 168046 members 
Entering Unmasked Estep 
Score: -23428116.000000 Penalty: 5971.169434
	Iteration 56Q: 3 clusters Score -2.342812e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 168059 members 
Entering Unmasked Estep 
Score: -23428116.000000 Penalty: 5971.169434
	Iteration 57Q: 3 clusters Score -2.342812e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 168069 members 
Entering Unmasked Estep 
Score: -23428116.000000 Penalty: 5971.169434
	Iteration 58Q: 3 clusters Score -2.342812e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 168080 members 
Entering Unmasked Estep 
Score: -23428096.000000 Penalty: 5971.169434
	Iteration 59Q: 3 clusters Score -2.34281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 168087 members 
Entering Unmasked Estep 
Score: -23428086.000000 Penalty: 5971.169434
	Iteration 60F: 3 clusters Score -2.342809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 168095 members 
Entering Unmasked Estep 
Score: -23428080.000000 Penalty: 5971.169434
	Iteration 61Q: 3 clusters Score -2.342808e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 168110 members 
Entering Unmasked Estep 
Score: -23428054.000000 Penalty: 5971.169434
	Iteration 62Q: 3 clusters Score -2.342805e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 168122 members 
Entering Unmasked Estep 
Score: -23428042.000000 Penalty: 5971.169434
	Iteration 63Q: 3 clusters Score -2.342804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 168128 members 
Entering Unmasked Estep 
Score: -23428032.000000 Penalty: 5971.169434
	Iteration 64Q: 3 clusters Score -2.342803e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 168137 members 
Entering Unmasked Estep 
Score: -23428042.000000 Penalty: 5971.169434
	Iteration 65Q: 3 clusters Score -2.342804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 168146 members 
Entering Unmasked Estep 
Score: -23428072.000000 Penalty: 5971.169434
	Iteration 66Q: 3 clusters Score -2.342807e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 168155 members 
Entering Unmasked Estep 
Score: -23428054.000000 Penalty: 5971.169434
	Iteration 67Q: 3 clusters Score -2.342805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 168164 members 
Entering Unmasked Estep 
Score: -23428046.000000 Penalty: 5971.169434
	Iteration 68Q: 3 clusters Score -2.342805e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 168172 members 
Entering Unmasked Estep 
Score: -23428040.000000 Penalty: 5971.169434
	Iteration 69Q: 3 clusters Score -2.342804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 168177 members 
Entering Unmasked Estep 
Score: -23428044.000000 Penalty: 5971.169434
	Iteration 70Q: 3 clusters Score -2.342804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 168182 members 
Entering Unmasked Estep 
Score: -23428046.000000 Penalty: 5971.169434
	Iteration 71Q: 3 clusters Score -2.342805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 168190 members 
Entering Unmasked Estep 
Score: -23428032.000000 Penalty: 5971.169434
	Iteration 72Q: 3 clusters Score -2.342803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 168197 members 
Entering Unmasked Estep 
Score: -23428042.000000 Penalty: 5971.169434
	Iteration 73Q: 3 clusters Score -2.342804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 168207 members 
Entering Unmasked Estep 
Score: -23428036.000000 Penalty: 5971.169434
	Iteration 74Q: 3 clusters Score -2.342804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 168216 members 
Entering Unmasked Estep 
Score: -23428046.000000 Penalty: 5971.169434
	Iteration 75Q: 3 clusters Score -2.342805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 168223 members 
Entering Unmasked Estep 
Score: -23428026.000000 Penalty: 5971.169434
	Iteration 76Q: 3 clusters Score -2.342803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 168228 members 
Entering Unmasked Estep 
Score: -23428030.000000 Penalty: 5971.169434
	Iteration 77Q: 3 clusters Score -2.342803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 168229 members 
Entering Unmasked Estep 
Score: -23428028.000000 Penalty: 5971.169434
	Iteration 78Q: 3 clusters Score -2.342803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 168230 members 
Entering Unmasked Estep 
Score: -23428032.000000 Penalty: 5971.169434
	Iteration 79Q: 3 clusters Score -2.342803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 168232 members 
Entering Unmasked Estep 
Score: -23428034.000000 Penalty: 5971.169434
	Iteration 80F: 3 clusters Score -2.342803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 168235 members 
Entering Unmasked Estep 
Score: -23428040.000000 Penalty: 5971.169434
	Iteration 81Q: 3 clusters Score -2.342804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 168236 members 
Entering Unmasked Estep 
Score: -23428034.000000 Penalty: 5971.169434
	Iteration 82Q: 3 clusters Score -2.342803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 168236 members 
Entering Unmasked Estep 
Score: -23428034.000000 Penalty: 5971.169434
	Iteration 83F: 3 clusters Score -2.342803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (86992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86992 members 
Entering Unmasked Estep 
Score: -11972847.000000 Penalty: 2820.645752
	Iteration 0F: 2 clusters Score -1.197285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -11914857.000000 Penalty: 5641.291504
	Iteration 0F: 3 clusters Score -1.191486e+07 nChanged 41017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -11938150.000000 Penalty: 5641.291504
	Iteration 1F: 3 clusters Score -1.193815e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -11939115.000000 Penalty: 5641.291504
	Iteration 2Q: 3 clusters Score -1.193912e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -11940249.000000 Penalty: 5641.291504
	Iteration 3Q: 3 clusters Score -1.194025e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -11941784.000000 Penalty: 5641.291504
	Iteration 4Q: 3 clusters Score -1.194178e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -11943683.000000 Penalty: 5641.291504
	Iteration 5Q: 3 clusters Score -1.194368e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -11945855.000000 Penalty: 5641.291504
	Iteration 6F: 3 clusters Score -1.194586e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -11948576.000000 Penalty: 5641.291504
	Iteration 7F: 3 clusters Score -1.194858e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -11951594.000000 Penalty: 5641.291504
	Iteration 8F: 3 clusters Score -1.195159e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -11954270.000000 Penalty: 5641.291504
	Iteration 9F: 3 clusters Score -1.195427e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -11956501.000000 Penalty: 5641.291504
	Iteration 10Q: 3 clusters Score -1.19565e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -11958426.000000 Penalty: 5641.291504
	Iteration 11Q: 3 clusters Score -1.195843e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -11960223.000000 Penalty: 5641.291504
	Iteration 12Q: 3 clusters Score -1.196022e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -11961907.000000 Penalty: 5641.291504
	Iteration 13Q: 3 clusters Score -1.196191e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -11963336.000000 Penalty: 5641.291504
	Iteration 14Q: 3 clusters Score -1.196334e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -11964360.000000 Penalty: 5641.291504
	Iteration 15Q: 3 clusters Score -1.196436e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -11965098.000000 Penalty: 5641.291504
	Iteration 16Q: 3 clusters Score -1.19651e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -11965693.000000 Penalty: 5641.291504
	Iteration 17Q: 3 clusters Score -1.196569e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -11966216.000000 Penalty: 5641.291504
	Iteration 18Q: 3 clusters Score -1.196622e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -11966574.000000 Penalty: 5641.291504
	Iteration 19Q: 3 clusters Score -1.196657e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 51499 members 
Entering Unmasked Estep 
Score: -11966939.000000 Penalty: 5641.291504
	Iteration 20F: 3 clusters Score -1.196694e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -11967203.000000 Penalty: 5641.291504
	Iteration 21Q: 3 clusters Score -1.19672e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -11967434.000000 Penalty: 5641.291504
	Iteration 22Q: 3 clusters Score -1.196743e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 52576 members 
Entering Unmasked Estep 
Score: -11967604.000000 Penalty: 5641.291504
	Iteration 23Q: 3 clusters Score -1.19676e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 52834 members 
Entering Unmasked Estep 
Score: -11967818.000000 Penalty: 5641.291504
	Iteration 24Q: 3 clusters Score -1.196782e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -11967955.000000 Penalty: 5641.291504
	Iteration 25Q: 3 clusters Score -1.196796e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 53158 members 
Entering Unmasked Estep 
Score: -11968010.000000 Penalty: 5641.291504
	Iteration 26Q: 3 clusters Score -1.196801e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
Score: -11968109.000000 Penalty: 5641.291504
	Iteration 27Q: 3 clusters Score -1.196811e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -11968132.000000 Penalty: 5641.291504
	Iteration 28Q: 3 clusters Score -1.196813e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 53543 members 
Entering Unmasked Estep 
Score: -11968264.000000 Penalty: 5641.291504
	Iteration 29Q: 3 clusters Score -1.196826e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -11968386.000000 Penalty: 5641.291504
	Iteration 30Q: 3 clusters Score -1.196839e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 53789 members 
Entering Unmasked Estep 
Score: -11968432.000000 Penalty: 5641.291504
	Iteration 31Q: 3 clusters Score -1.196843e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
Score: -11968442.000000 Penalty: 5641.291504
	Iteration 32Q: 3 clusters Score -1.196844e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -11968442.000000 Penalty: 5641.291504
	Iteration 33Q: 3 clusters Score -1.196844e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -11968486.000000 Penalty: 5641.291504
	Iteration 34Q: 3 clusters Score -1.196849e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -11968481.000000 Penalty: 5641.291504
	Iteration 35Q: 3 clusters Score -1.196848e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -11968503.000000 Penalty: 5641.291504
	Iteration 36Q: 3 clusters Score -1.19685e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -11968506.000000 Penalty: 5641.291504
	Iteration 37Q: 3 clusters Score -1.196851e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 54598 members 
Entering Unmasked Estep 
Score: -11968543.000000 Penalty: 5641.291504
	Iteration 38Q: 3 clusters Score -1.196854e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 54704 members 
Entering Unmasked Estep 
Score: -11968573.000000 Penalty: 5641.291504
	Iteration 39Q: 3 clusters Score -1.196857e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 54810 members 
Entering Unmasked Estep 
Score: -11968595.000000 Penalty: 5641.291504
	Iteration 40F: 3 clusters Score -1.19686e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 54907 members 
Entering Unmasked Estep 
Score: -11968587.000000 Penalty: 5641.291504
	Iteration 41Q: 3 clusters Score -1.196859e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 55007 members 
Entering Unmasked Estep 
Score: -11968608.000000 Penalty: 5641.291504
	Iteration 42Q: 3 clusters Score -1.196861e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 55105 members 
Entering Unmasked Estep 
Score: -11968616.000000 Penalty: 5641.291504
	Iteration 43Q: 3 clusters Score -1.196862e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 55187 members 
Entering Unmasked Estep 
Score: -11968606.000000 Penalty: 5641.291504
	Iteration 44Q: 3 clusters Score -1.196861e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 55273 members 
Entering Unmasked Estep 
Score: -11968625.000000 Penalty: 5641.291504
	Iteration 45Q: 3 clusters Score -1.196862e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 55350 members 
Entering Unmasked Estep 
Score: -11968612.000000 Penalty: 5641.291504
	Iteration 46Q: 3 clusters Score -1.196861e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 55416 members 
Entering Unmasked Estep 
Score: -11968600.000000 Penalty: 5641.291504
	Iteration 47Q: 3 clusters Score -1.19686e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 55459 members 
Entering Unmasked Estep 
Score: -11968607.000000 Penalty: 5641.291504
	Iteration 48Q: 3 clusters Score -1.196861e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 55497 members 
Entering Unmasked Estep 
Score: -11968599.000000 Penalty: 5641.291504
	Iteration 49Q: 3 clusters Score -1.19686e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 55549 members 
Entering Unmasked Estep 
Score: -11968612.000000 Penalty: 5641.291504
	Iteration 50Q: 3 clusters Score -1.196861e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 55613 members 
Entering Unmasked Estep 
Score: -11968607.000000 Penalty: 5641.291504
	Iteration 51Q: 3 clusters Score -1.196861e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -11968626.000000 Penalty: 5641.291504
	Iteration 52Q: 3 clusters Score -1.196863e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -11968629.000000 Penalty: 5641.291504
	Iteration 53Q: 3 clusters Score -1.196863e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 55769 members 
Entering Unmasked Estep 
Score: -11968640.000000 Penalty: 5641.291504
	Iteration 54Q: 3 clusters Score -1.196864e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -11968648.000000 Penalty: 5641.291504
	Iteration 55Q: 3 clusters Score -1.196865e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -11968651.000000 Penalty: 5641.291504
	Iteration 56Q: 3 clusters Score -1.196865e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 55897 members 
Entering Unmasked Estep 
Score: -11968661.000000 Penalty: 5641.291504
	Iteration 57Q: 3 clusters Score -1.196866e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 55920 members 
Entering Unmasked Estep 
Score: -11968659.000000 Penalty: 5641.291504
	Iteration 58Q: 3 clusters Score -1.196866e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 55941 members 
Entering Unmasked Estep 
Score: -11968669.000000 Penalty: 5641.291504
	Iteration 59Q: 3 clusters Score -1.196867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 55953 members 
Entering Unmasked Estep 
Score: -11968660.000000 Penalty: 5641.291504
	Iteration 60F: 3 clusters Score -1.196866e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
Score: -11968641.000000 Penalty: 5641.291504
	Iteration 61Q: 3 clusters Score -1.196864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 55978 members 
Entering Unmasked Estep 
Score: -11968641.000000 Penalty: 5641.291504
	Iteration 62Q: 3 clusters Score -1.196864e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 55996 members 
Entering Unmasked Estep 
Score: -11968645.000000 Penalty: 5641.291504
	Iteration 63Q: 3 clusters Score -1.196864e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 56014 members 
Entering Unmasked Estep 
Score: -11968630.000000 Penalty: 5641.291504
	Iteration 64Q: 3 clusters Score -1.196863e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 56032 members 
Entering Unmasked Estep 
Score: -11968643.000000 Penalty: 5641.291504
	Iteration 65Q: 3 clusters Score -1.196864e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 56050 members 
Entering Unmasked Estep 
Score: -11968635.000000 Penalty: 5641.291504
	Iteration 66Q: 3 clusters Score -1.196864e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 56069 members 
Entering Unmasked Estep 
Score: -11968639.000000 Penalty: 5641.291504
	Iteration 67Q: 3 clusters Score -1.196864e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -11968643.000000 Penalty: 5641.291504
	Iteration 68Q: 3 clusters Score -1.196864e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 56117 members 
Entering Unmasked Estep 
Score: -11968637.000000 Penalty: 5641.291504
	Iteration 69Q: 3 clusters Score -1.196864e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -11968663.000000 Penalty: 5641.291504
	Iteration 70Q: 3 clusters Score -1.196866e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 56180 members 
Entering Unmasked Estep 
Score: -11968670.000000 Penalty: 5641.291504
	Iteration 71Q: 3 clusters Score -1.196867e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 56213 members 
Entering Unmasked Estep 
Score: -11968688.000000 Penalty: 5641.291504
	Iteration 72Q: 3 clusters Score -1.196869e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 56243 members 
Entering Unmasked Estep 
Score: -11968686.000000 Penalty: 5641.291504
	Iteration 73Q: 3 clusters Score -1.196869e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 56267 members 
Entering Unmasked Estep 
Score: -11968681.000000 Penalty: 5641.291504
	Iteration 74Q: 3 clusters Score -1.196868e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 56291 members 
Entering Unmasked Estep 
Score: -11968672.000000 Penalty: 5641.291504
	Iteration 75Q: 3 clusters Score -1.196867e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -11968683.000000 Penalty: 5641.291504
	Iteration 76Q: 3 clusters Score -1.196868e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 56341 members 
Entering Unmasked Estep 
Score: -11968687.000000 Penalty: 5641.291504
	Iteration 77Q: 3 clusters Score -1.196869e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -11968701.000000 Penalty: 5641.291504
	Iteration 78Q: 3 clusters Score -1.19687e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 56398 members 
Entering Unmasked Estep 
Score: -11968688.000000 Penalty: 5641.291504
	Iteration 79Q: 3 clusters Score -1.196869e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -11968682.000000 Penalty: 5641.291504
	Iteration 80F: 3 clusters Score -1.196868e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 56467 members 
Entering Unmasked Estep 
Score: -11968696.000000 Penalty: 5641.291504
	Iteration 81Q: 3 clusters Score -1.19687e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 56505 members 
Entering Unmasked Estep 
Score: -11968694.000000 Penalty: 5641.291504
	Iteration 82Q: 3 clusters Score -1.196869e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 56553 members 
Entering Unmasked Estep 
Score: -11968678.000000 Penalty: 5641.291504
	Iteration 83Q: 3 clusters Score -1.196868e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 56603 members 
Entering Unmasked Estep 
Score: -11968676.000000 Penalty: 5641.291504
	Iteration 84Q: 3 clusters Score -1.196868e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 56659 members 
Entering Unmasked Estep 
Score: -11968681.000000 Penalty: 5641.291504
	Iteration 85Q: 3 clusters Score -1.196868e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -11968684.000000 Penalty: 5641.291504
	Iteration 86Q: 3 clusters Score -1.196868e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 56752 members 
Entering Unmasked Estep 
Score: -11968689.000000 Penalty: 5641.291504
	Iteration 87Q: 3 clusters Score -1.196869e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 56802 members 
Entering Unmasked Estep 
Score: -11968687.000000 Penalty: 5641.291504
	Iteration 88Q: 3 clusters Score -1.196869e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 56847 members 
Entering Unmasked Estep 
Score: -11968696.000000 Penalty: 5641.291504
	Iteration 89Q: 3 clusters Score -1.19687e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -11968685.000000 Penalty: 5641.291504
	Iteration 90Q: 3 clusters Score -1.196868e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 56951 members 
Entering Unmasked Estep 
Score: -11968675.000000 Penalty: 5641.291504
	Iteration 91Q: 3 clusters Score -1.196868e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -11968683.000000 Penalty: 5641.291504
	Iteration 92Q: 3 clusters Score -1.196868e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 57073 members 
Entering Unmasked Estep 
Score: -11968711.000000 Penalty: 5641.291504
	Iteration 93Q: 3 clusters Score -1.196871e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -11968721.000000 Penalty: 5641.291504
	Iteration 94Q: 3 clusters Score -1.196872e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 57145 members 
Entering Unmasked Estep 
Score: -11968729.000000 Penalty: 5641.291504
	Iteration 95Q: 3 clusters Score -1.196873e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -11968717.000000 Penalty: 5641.291504
	Iteration 96Q: 3 clusters Score -1.196872e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 57214 members 
Entering Unmasked Estep 
Score: -11968707.000000 Penalty: 5641.291504
	Iteration 97Q: 3 clusters Score -1.196871e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -11968701.000000 Penalty: 5641.291504
	Iteration 98Q: 3 clusters Score -1.19687e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 57297 members 
Entering Unmasked Estep 
Score: -11968695.000000 Penalty: 5641.291504
	Iteration 99Q: 3 clusters Score -1.19687e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 57352 members 
Entering Unmasked Estep 
Score: -11968677.000000 Penalty: 5641.291504
	Iteration 100F: 3 clusters Score -1.196868e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 57395 members 
Entering Unmasked Estep 
Score: -11968671.000000 Penalty: 5641.291504
	Iteration 101Q: 3 clusters Score -1.196867e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
Score: -11968679.000000 Penalty: 5641.291504
	Iteration 102Q: 3 clusters Score -1.196868e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 57479 members 
Entering Unmasked Estep 
Score: -11968685.000000 Penalty: 5641.291504
	Iteration 103Q: 3 clusters Score -1.196868e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -11968698.000000 Penalty: 5641.291504
	Iteration 104Q: 3 clusters Score -1.19687e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 57566 members 
Entering Unmasked Estep 
Score: -11968721.000000 Penalty: 5641.291504
	Iteration 105Q: 3 clusters Score -1.196872e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 57603 members 
Entering Unmasked Estep 
Score: -11968694.000000 Penalty: 5641.291504
	Iteration 106Q: 3 clusters Score -1.196869e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 57642 members 
Entering Unmasked Estep 
Score: -11968695.000000 Penalty: 5641.291504
	Iteration 107Q: 3 clusters Score -1.19687e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 57684 members 
Entering Unmasked Estep 
Score: -11968690.000000 Penalty: 5641.291504
	Iteration 108Q: 3 clusters Score -1.196869e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 57728 members 
Entering Unmasked Estep 
Score: -11968690.000000 Penalty: 5641.291504
	Iteration 109Q: 3 clusters Score -1.196869e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 57773 members 
Entering Unmasked Estep 
Score: -11968714.000000 Penalty: 5641.291504
	Iteration 110Q: 3 clusters Score -1.196871e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 57810 members 
Entering Unmasked Estep 
Score: -11968729.000000 Penalty: 5641.291504
	Iteration 111Q: 3 clusters Score -1.196873e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 57853 members 
Entering Unmasked Estep 
Score: -11968750.000000 Penalty: 5641.291504
	Iteration 112Q: 3 clusters Score -1.196875e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 57906 members 
Entering Unmasked Estep 
Score: -11968743.000000 Penalty: 5641.291504
	Iteration 113Q: 3 clusters Score -1.196874e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 57965 members 
Entering Unmasked Estep 
Score: -11968722.000000 Penalty: 5641.291504
	Iteration 114Q: 3 clusters Score -1.196872e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 58025 members 
Entering Unmasked Estep 
Score: -11968712.000000 Penalty: 5641.291504
	Iteration 115Q: 3 clusters Score -1.196871e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 58069 members 
Entering Unmasked Estep 
Score: -11968723.000000 Penalty: 5641.291504
	Iteration 116Q: 3 clusters Score -1.196872e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 58115 members 
Entering Unmasked Estep 
Score: -11968727.000000 Penalty: 5641.291504
	Iteration 117Q: 3 clusters Score -1.196873e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 58154 members 
Entering Unmasked Estep 
Score: -11968722.000000 Penalty: 5641.291504
	Iteration 118Q: 3 clusters Score -1.196872e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 58193 members 
Entering Unmasked Estep 
Score: -11968734.000000 Penalty: 5641.291504
	Iteration 119Q: 3 clusters Score -1.196873e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 58236 members 
Entering Unmasked Estep 
Score: -11968719.000000 Penalty: 5641.291504
	Iteration 120F: 3 clusters Score -1.196872e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 58274 members 
Entering Unmasked Estep 
Score: -11968732.000000 Penalty: 5641.291504
	Iteration 121Q: 3 clusters Score -1.196873e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 58312 members 
Entering Unmasked Estep 
Score: -11968727.000000 Penalty: 5641.291504
	Iteration 122Q: 3 clusters Score -1.196873e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 58345 members 
Entering Unmasked Estep 
Score: -11968719.000000 Penalty: 5641.291504
	Iteration 123Q: 3 clusters Score -1.196872e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 58370 members 
Entering Unmasked Estep 
Score: -11968735.000000 Penalty: 5641.291504
	Iteration 124Q: 3 clusters Score -1.196874e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 58397 members 
Entering Unmasked Estep 
Score: -11968750.000000 Penalty: 5641.291504
	Iteration 125Q: 3 clusters Score -1.196875e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 58418 members 
Entering Unmasked Estep 
Score: -11968734.000000 Penalty: 5641.291504
	Iteration 126Q: 3 clusters Score -1.196873e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -11968721.000000 Penalty: 5641.291504
	Iteration 127Q: 3 clusters Score -1.196872e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 58492 members 
Entering Unmasked Estep 
Score: -11968742.000000 Penalty: 5641.291504
	Iteration 128Q: 3 clusters Score -1.196874e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 58535 members 
Entering Unmasked Estep 
Score: -11968746.000000 Penalty: 5641.291504
	Iteration 129Q: 3 clusters Score -1.196875e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 58571 members 
Entering Unmasked Estep 
Score: -11968754.000000 Penalty: 5641.291504
	Iteration 130Q: 3 clusters Score -1.196875e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 58617 members 
Entering Unmasked Estep 
Score: -11968740.000000 Penalty: 5641.291504
	Iteration 131Q: 3 clusters Score -1.196874e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 58672 members 
Entering Unmasked Estep 
Score: -11968751.000000 Penalty: 5641.291504
	Iteration 132Q: 3 clusters Score -1.196875e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 58724 members 
Entering Unmasked Estep 
Score: -11968754.000000 Penalty: 5641.291504
	Iteration 133Q: 3 clusters Score -1.196875e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 58784 members 
Entering Unmasked Estep 
Score: -11968765.000000 Penalty: 5641.291504
	Iteration 134Q: 3 clusters Score -1.196876e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 58848 members 
Entering Unmasked Estep 
Score: -11968751.000000 Penalty: 5641.291504
	Iteration 135Q: 3 clusters Score -1.196875e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 58917 members 
Entering Unmasked Estep 
Score: -11968754.000000 Penalty: 5641.291504
	Iteration 136Q: 3 clusters Score -1.196875e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 58994 members 
Entering Unmasked Estep 
Score: -11968776.000000 Penalty: 5641.291504
	Iteration 137Q: 3 clusters Score -1.196878e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 59065 members 
Entering Unmasked Estep 
Score: -11968791.000000 Penalty: 5641.291504
	Iteration 138Q: 3 clusters Score -1.196879e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 59162 members 
Entering Unmasked Estep 
Score: -11968803.000000 Penalty: 5641.291504
	Iteration 139Q: 3 clusters Score -1.19688e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 59272 members 
Entering Unmasked Estep 
Score: -11968799.000000 Penalty: 5641.291504
	Iteration 140F: 3 clusters Score -1.19688e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -11968810.000000 Penalty: 5641.291504
	Iteration 141Q: 3 clusters Score -1.196881e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -11968831.000000 Penalty: 5641.291504
	Iteration 142Q: 3 clusters Score -1.196883e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 59602 members 
Entering Unmasked Estep 
Score: -11968823.000000 Penalty: 5641.291504
	Iteration 143Q: 3 clusters Score -1.196882e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 59705 members 
Entering Unmasked Estep 
Score: -11968836.000000 Penalty: 5641.291504
	Iteration 144Q: 3 clusters Score -1.196884e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 59815 members 
Entering Unmasked Estep 
Score: -11968848.000000 Penalty: 5641.291504
	Iteration 145Q: 3 clusters Score -1.196885e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 59932 members 
Entering Unmasked Estep 
Score: -11968832.000000 Penalty: 5641.291504
	Iteration 146Q: 3 clusters Score -1.196883e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 60057 members 
Entering Unmasked Estep 
Score: -11968815.000000 Penalty: 5641.291504
	Iteration 147Q: 3 clusters Score -1.196882e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 60195 members 
Entering Unmasked Estep 
Score: -11968845.000000 Penalty: 5641.291504
	Iteration 148Q: 3 clusters Score -1.196884e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 60336 members 
Entering Unmasked Estep 
Score: -11968855.000000 Penalty: 5641.291504
	Iteration 149Q: 3 clusters Score -1.196886e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 60471 members 
Entering Unmasked Estep 
Score: -11968854.000000 Penalty: 5641.291504
	Iteration 150Q: 3 clusters Score -1.196885e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 60609 members 
Entering Unmasked Estep 
Score: -11968874.000000 Penalty: 5641.291504
	Iteration 151Q: 3 clusters Score -1.196887e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -11968883.000000 Penalty: 5641.291504
	Iteration 152Q: 3 clusters Score -1.196888e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 60903 members 
Entering Unmasked Estep 
Score: -11968906.000000 Penalty: 5641.291504
	Iteration 153Q: 3 clusters Score -1.196891e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 61063 members 
Entering Unmasked Estep 
Score: -11968953.000000 Penalty: 5641.291504
	Iteration 154Q: 3 clusters Score -1.196895e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 61218 members 
Entering Unmasked Estep 
Score: -11968948.000000 Penalty: 5641.291504
	Iteration 155Q: 3 clusters Score -1.196895e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 61359 members 
Entering Unmasked Estep 
Score: -11968993.000000 Penalty: 5641.291504
	Iteration 156Q: 3 clusters Score -1.196899e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 61522 members 
Entering Unmasked Estep 
Score: -11968957.000000 Penalty: 5641.291504
	Iteration 157Q: 3 clusters Score -1.196896e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 61696 members 
Entering Unmasked Estep 
Score: -11968988.000000 Penalty: 5641.291504
	Iteration 158Q: 3 clusters Score -1.196899e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 61886 members 
Entering Unmasked Estep 
Score: -11968999.000000 Penalty: 5641.291504
	Iteration 159Q: 3 clusters Score -1.1969e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
Score: -11969007.000000 Penalty: 5641.291504
	Iteration 160F: 3 clusters Score -1.196901e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 62279 members 
Entering Unmasked Estep 
Score: -11969049.000000 Penalty: 5641.291504
	Iteration 161Q: 3 clusters Score -1.196905e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 62476 members 
Entering Unmasked Estep 
Score: -11969033.000000 Penalty: 5641.291504
	Iteration 162Q: 3 clusters Score -1.196903e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 62667 members 
Entering Unmasked Estep 
Score: -11969084.000000 Penalty: 5641.291504
	Iteration 163Q: 3 clusters Score -1.196908e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 62865 members 
Entering Unmasked Estep 
Score: -11969073.000000 Penalty: 5641.291504
	Iteration 164Q: 3 clusters Score -1.196907e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 63052 members 
Entering Unmasked Estep 
Score: -11969112.000000 Penalty: 5641.291504
	Iteration 165Q: 3 clusters Score -1.196911e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -11969106.000000 Penalty: 5641.291504
	Iteration 166Q: 3 clusters Score -1.196911e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 63474 members 
Entering Unmasked Estep 
Score: -11969097.000000 Penalty: 5641.291504
	Iteration 167Q: 3 clusters Score -1.19691e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 63669 members 
Entering Unmasked Estep 
Score: -11969138.000000 Penalty: 5641.291504
	Iteration 168Q: 3 clusters Score -1.196914e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 63885 members 
Entering Unmasked Estep 
Score: -11969193.000000 Penalty: 5641.291504
	Iteration 169Q: 3 clusters Score -1.196919e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 64126 members 
Entering Unmasked Estep 
Score: -11969186.000000 Penalty: 5641.291504
	Iteration 170Q: 3 clusters Score -1.196919e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -11969212.000000 Penalty: 5641.291504
	Iteration 171Q: 3 clusters Score -1.196921e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 64589 members 
Entering Unmasked Estep 
Score: -11969239.000000 Penalty: 5641.291504
	Iteration 172Q: 3 clusters Score -1.196924e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 64814 members 
Entering Unmasked Estep 
Score: -11969275.000000 Penalty: 5641.291504
	Iteration 173Q: 3 clusters Score -1.196928e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 65042 members 
Entering Unmasked Estep 
Score: -11969303.000000 Penalty: 5641.291504
	Iteration 174Q: 3 clusters Score -1.19693e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 65243 members 
Entering Unmasked Estep 
Score: -11969331.000000 Penalty: 5641.291504
	Iteration 175Q: 3 clusters Score -1.196933e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -11969358.000000 Penalty: 5641.291504
	Iteration 176Q: 3 clusters Score -1.196936e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 65695 members 
Entering Unmasked Estep 
Score: -11969404.000000 Penalty: 5641.291504
	Iteration 177Q: 3 clusters Score -1.19694e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 65924 members 
Entering Unmasked Estep 
Score: -11969380.000000 Penalty: 5641.291504
	Iteration 178Q: 3 clusters Score -1.196938e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 66146 members 
Entering Unmasked Estep 
Score: -11969389.000000 Penalty: 5641.291504
	Iteration 179Q: 3 clusters Score -1.196939e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 66357 members 
Entering Unmasked Estep 
Score: -11969426.000000 Penalty: 5641.291504
	Iteration 180F: 3 clusters Score -1.196943e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 66587 members 
Entering Unmasked Estep 
Score: -11969462.000000 Penalty: 5641.291504
	Iteration 181Q: 3 clusters Score -1.196946e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 66811 members 
Entering Unmasked Estep 
Score: -11969481.000000 Penalty: 5641.291504
	Iteration 182Q: 3 clusters Score -1.196948e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 67051 members 
Entering Unmasked Estep 
Score: -11969487.000000 Penalty: 5641.291504
	Iteration 183Q: 3 clusters Score -1.196949e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 67304 members 
Entering Unmasked Estep 
Score: -11969546.000000 Penalty: 5641.291504
	Iteration 184Q: 3 clusters Score -1.196955e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 67573 members 
Entering Unmasked Estep 
Score: -11969554.000000 Penalty: 5641.291504
	Iteration 185Q: 3 clusters Score -1.196955e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 67841 members 
Entering Unmasked Estep 
Score: -11969625.000000 Penalty: 5641.291504
	Iteration 186Q: 3 clusters Score -1.196962e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 68110 members 
Entering Unmasked Estep 
Score: -11969609.000000 Penalty: 5641.291504
	Iteration 187Q: 3 clusters Score -1.196961e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 68381 members 
Entering Unmasked Estep 
Score: -11969638.000000 Penalty: 5641.291504
	Iteration 188Q: 3 clusters Score -1.196964e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -11969665.000000 Penalty: 5641.291504
	Iteration 189Q: 3 clusters Score -1.196966e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 68911 members 
Entering Unmasked Estep 
Score: -11969728.000000 Penalty: 5641.291504
	Iteration 190Q: 3 clusters Score -1.196973e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 69179 members 
Entering Unmasked Estep 
Score: -11969756.000000 Penalty: 5641.291504
	Iteration 191Q: 3 clusters Score -1.196976e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 69460 members 
Entering Unmasked Estep 
Score: -11969802.000000 Penalty: 5641.291504
	Iteration 192Q: 3 clusters Score -1.19698e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 69739 members 
Entering Unmasked Estep 
Score: -11969840.000000 Penalty: 5641.291504
	Iteration 193Q: 3 clusters Score -1.196984e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 69992 members 
Entering Unmasked Estep 
Score: -11969867.000000 Penalty: 5641.291504
	Iteration 194Q: 3 clusters Score -1.196987e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 70250 members 
Entering Unmasked Estep 
Score: -11969888.000000 Penalty: 5641.291504
	Iteration 195Q: 3 clusters Score -1.196989e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 70515 members 
Entering Unmasked Estep 
Score: -11969937.000000 Penalty: 5641.291504
	Iteration 196Q: 3 clusters Score -1.196994e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 70765 members 
Entering Unmasked Estep 
Score: -11969973.000000 Penalty: 5641.291504
	Iteration 197Q: 3 clusters Score -1.196997e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 71032 members 
Entering Unmasked Estep 
Score: -11970001.000000 Penalty: 5641.291504
	Iteration 198Q: 3 clusters Score -1.197e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 71311 members 
Entering Unmasked Estep 
Score: -11970061.000000 Penalty: 5641.291504
	Iteration 199Q: 3 clusters Score -1.197006e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 71596 members 
Entering Unmasked Estep 
Score: -11970065.000000 Penalty: 5641.291504
	Iteration 200F: 3 clusters Score -1.197006e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 71847 members 
Entering Unmasked Estep 
Score: -11970110.000000 Penalty: 5641.291504
	Iteration 201Q: 3 clusters Score -1.197011e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 72099 members 
Entering Unmasked Estep 
Score: -11970154.000000 Penalty: 5641.291504
	Iteration 202Q: 3 clusters Score -1.197015e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 72348 members 
Entering Unmasked Estep 
Score: -11970222.000000 Penalty: 5641.291504
	Iteration 203Q: 3 clusters Score -1.197022e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 72596 members 
Entering Unmasked Estep 
Score: -11970253.000000 Penalty: 5641.291504
	Iteration 204Q: 3 clusters Score -1.197025e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 72850 members 
Entering Unmasked Estep 
Score: -11970300.000000 Penalty: 5641.291504
	Iteration 205Q: 3 clusters Score -1.19703e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 73098 members 
Entering Unmasked Estep 
Score: -11970289.000000 Penalty: 5641.291504
	Iteration 206Q: 3 clusters Score -1.197029e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -11970315.000000 Penalty: 5641.291504
	Iteration 207Q: 3 clusters Score -1.197032e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 73631 members 
Entering Unmasked Estep 
Score: -11970358.000000 Penalty: 5641.291504
	Iteration 208Q: 3 clusters Score -1.197036e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 73913 members 
Entering Unmasked Estep 
Score: -11970397.000000 Penalty: 5641.291504
	Iteration 209Q: 3 clusters Score -1.19704e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 74211 members 
Entering Unmasked Estep 
Score: -11970447.000000 Penalty: 5641.291504
	Iteration 210Q: 3 clusters Score -1.197045e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 74494 members 
Entering Unmasked Estep 
Score: -11970481.000000 Penalty: 5641.291504
	Iteration 211Q: 3 clusters Score -1.197048e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 74757 members 
Entering Unmasked Estep 
Score: -11970523.000000 Penalty: 5641.291504
	Iteration 212Q: 3 clusters Score -1.197052e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 74994 members 
Entering Unmasked Estep 
Score: -11970538.000000 Penalty: 5641.291504
	Iteration 213Q: 3 clusters Score -1.197054e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 75235 members 
Entering Unmasked Estep 
Score: -11970603.000000 Penalty: 5641.291504
	Iteration 214Q: 3 clusters Score -1.19706e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 75489 members 
Entering Unmasked Estep 
Score: -11970655.000000 Penalty: 5641.291504
	Iteration 215Q: 3 clusters Score -1.197066e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 75720 members 
Entering Unmasked Estep 
Score: -11970661.000000 Penalty: 5641.291504
	Iteration 216Q: 3 clusters Score -1.197066e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 75923 members 
Entering Unmasked Estep 
Score: -11970689.000000 Penalty: 5641.291504
	Iteration 217Q: 3 clusters Score -1.197069e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 76119 members 
Entering Unmasked Estep 
Score: -11970741.000000 Penalty: 5641.291504
	Iteration 218Q: 3 clusters Score -1.197074e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 76295 members 
Entering Unmasked Estep 
Score: -11970738.000000 Penalty: 5641.291504
	Iteration 219Q: 3 clusters Score -1.197074e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 76458 members 
Entering Unmasked Estep 
Score: -11970747.000000 Penalty: 5641.291504
	Iteration 220F: 3 clusters Score -1.197075e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 76604 members 
Entering Unmasked Estep 
Score: -11970756.000000 Penalty: 5641.291504
	Iteration 221Q: 3 clusters Score -1.197076e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 76741 members 
Entering Unmasked Estep 
Score: -11970768.000000 Penalty: 5641.291504
	Iteration 222Q: 3 clusters Score -1.197077e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 76884 members 
Entering Unmasked Estep 
Score: -11970807.000000 Penalty: 5641.291504
	Iteration 223Q: 3 clusters Score -1.197081e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 77023 members 
Entering Unmasked Estep 
Score: -11970827.000000 Penalty: 5641.291504
	Iteration 224Q: 3 clusters Score -1.197083e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 77148 members 
Entering Unmasked Estep 
Score: -11970845.000000 Penalty: 5641.291504
	Iteration 225Q: 3 clusters Score -1.197084e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 77274 members 
Entering Unmasked Estep 
Score: -11970852.000000 Penalty: 5641.291504
	Iteration 226Q: 3 clusters Score -1.197085e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 77404 members 
Entering Unmasked Estep 
Score: -11970865.000000 Penalty: 5641.291504
	Iteration 227Q: 3 clusters Score -1.197086e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 77522 members 
Entering Unmasked Estep 
Score: -11970878.000000 Penalty: 5641.291504
	Iteration 228Q: 3 clusters Score -1.197088e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 77643 members 
Entering Unmasked Estep 
Score: -11970867.000000 Penalty: 5641.291504
	Iteration 229Q: 3 clusters Score -1.197087e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 77763 members 
Entering Unmasked Estep 
Score: -11970871.000000 Penalty: 5641.291504
	Iteration 230Q: 3 clusters Score -1.197087e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 77878 members 
Entering Unmasked Estep 
Score: -11970902.000000 Penalty: 5641.291504
	Iteration 231Q: 3 clusters Score -1.19709e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 77976 members 
Entering Unmasked Estep 
Score: -11970911.000000 Penalty: 5641.291504
	Iteration 232Q: 3 clusters Score -1.197091e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 78077 members 
Entering Unmasked Estep 
Score: -11970934.000000 Penalty: 5641.291504
	Iteration 233Q: 3 clusters Score -1.197093e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 78162 members 
Entering Unmasked Estep 
Score: -11970940.000000 Penalty: 5641.291504
	Iteration 234Q: 3 clusters Score -1.197094e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 78263 members 
Entering Unmasked Estep 
Score: -11970972.000000 Penalty: 5641.291504
	Iteration 235Q: 3 clusters Score -1.197097e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 78354 members 
Entering Unmasked Estep 
Score: -11970937.000000 Penalty: 5641.291504
	Iteration 236Q: 3 clusters Score -1.197094e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 78449 members 
Entering Unmasked Estep 
Score: -11970951.000000 Penalty: 5641.291504
	Iteration 237Q: 3 clusters Score -1.197095e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 78550 members 
Entering Unmasked Estep 
Score: -11970976.000000 Penalty: 5641.291504
	Iteration 238Q: 3 clusters Score -1.197098e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 78665 members 
Entering Unmasked Estep 
Score: -11970992.000000 Penalty: 5641.291504
	Iteration 239Q: 3 clusters Score -1.197099e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 78792 members 
Entering Unmasked Estep 
Score: -11971014.000000 Penalty: 5641.291504
	Iteration 240F: 3 clusters Score -1.197101e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 78929 members 
Entering Unmasked Estep 
Score: -11971020.000000 Penalty: 5641.291504
	Iteration 241Q: 3 clusters Score -1.197102e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 79068 members 
Entering Unmasked Estep 
Score: -11971053.000000 Penalty: 5641.291504
	Iteration 242Q: 3 clusters Score -1.197105e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -11971087.000000 Penalty: 5641.291504
	Iteration 243Q: 3 clusters Score -1.197109e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 79332 members 
Entering Unmasked Estep 
Score: -11971112.000000 Penalty: 5641.291504
	Iteration 244Q: 3 clusters Score -1.197111e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 79471 members 
Entering Unmasked Estep 
Score: -11971158.000000 Penalty: 5641.291504
	Iteration 245Q: 3 clusters Score -1.197116e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 79617 members 
Entering Unmasked Estep 
Score: -11971194.000000 Penalty: 5641.291504
	Iteration 246Q: 3 clusters Score -1.197119e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -11971246.000000 Penalty: 5641.291504
	Iteration 247Q: 3 clusters Score -1.197125e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 79944 members 
Entering Unmasked Estep 
Score: -11971279.000000 Penalty: 5641.291504
	Iteration 248Q: 3 clusters Score -1.197128e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 80111 members 
Entering Unmasked Estep 
Score: -11971287.000000 Penalty: 5641.291504
	Iteration 249Q: 3 clusters Score -1.197129e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 80270 members 
Entering Unmasked Estep 
Score: -11971339.000000 Penalty: 5641.291504
	Iteration 250Q: 3 clusters Score -1.197134e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 80430 members 
Entering Unmasked Estep 
Score: -11971342.000000 Penalty: 5641.291504
	Iteration 251Q: 3 clusters Score -1.197134e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 80588 members 
Entering Unmasked Estep 
Score: -11971385.000000 Penalty: 5641.291504
	Iteration 252Q: 3 clusters Score -1.197138e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 80748 members 
Entering Unmasked Estep 
Score: -11971409.000000 Penalty: 5641.291504
	Iteration 253Q: 3 clusters Score -1.197141e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 80902 members 
Entering Unmasked Estep 
Score: -11971458.000000 Penalty: 5641.291504
	Iteration 254Q: 3 clusters Score -1.197146e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 81059 members 
Entering Unmasked Estep 
Score: -11971515.000000 Penalty: 5641.291504
	Iteration 255Q: 3 clusters Score -1.197152e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 81205 members 
Entering Unmasked Estep 
Score: -11971551.000000 Penalty: 5641.291504
	Iteration 256Q: 3 clusters Score -1.197155e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 81346 members 
Entering Unmasked Estep 
Score: -11971606.000000 Penalty: 5641.291504
	Iteration 257Q: 3 clusters Score -1.197161e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 81498 members 
Entering Unmasked Estep 
Score: -11971635.000000 Penalty: 5641.291504
	Iteration 258Q: 3 clusters Score -1.197164e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 81673 members 
Entering Unmasked Estep 
Score: -11971748.000000 Penalty: 5641.291504
	Iteration 259Q: 3 clusters Score -1.197175e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 81839 members 
Entering Unmasked Estep 
Score: -11971831.000000 Penalty: 5641.291504
	Iteration 260F: 3 clusters Score -1.197183e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 82004 members 
Entering Unmasked Estep 
Score: -11971877.000000 Penalty: 5641.291504
	Iteration 261Q: 3 clusters Score -1.197188e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 82139 members 
Entering Unmasked Estep 
Score: -11971916.000000 Penalty: 5641.291504
	Iteration 262Q: 3 clusters Score -1.197192e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 82274 members 
Entering Unmasked Estep 
Score: -11971931.000000 Penalty: 5641.291504
	Iteration 263Q: 3 clusters Score -1.197193e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 82398 members 
Entering Unmasked Estep 
Score: -11972014.000000 Penalty: 5641.291504
	Iteration 264Q: 3 clusters Score -1.197201e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 82505 members 
Entering Unmasked Estep 
Score: -11972078.000000 Penalty: 5641.291504
	Iteration 265Q: 3 clusters Score -1.197208e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 82599 members 
Entering Unmasked Estep 
Score: -11972079.000000 Penalty: 5641.291504
	Iteration 266Q: 3 clusters Score -1.197208e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 82680 members 
Entering Unmasked Estep 
Score: -11972105.000000 Penalty: 5641.291504
	Iteration 267Q: 3 clusters Score -1.19721e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 82749 members 
Entering Unmasked Estep 
Score: -11972131.000000 Penalty: 5641.291504
	Iteration 268Q: 3 clusters Score -1.197213e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 82798 members 
Entering Unmasked Estep 
Score: -11972166.000000 Penalty: 5641.291504
	Iteration 269Q: 3 clusters Score -1.197217e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 82840 members 
Entering Unmasked Estep 
Score: -11972166.000000 Penalty: 5641.291504
	Iteration 270Q: 3 clusters Score -1.197217e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 82880 members 
Entering Unmasked Estep 
Score: -11972187.000000 Penalty: 5641.291504
	Iteration 271Q: 3 clusters Score -1.197219e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 82922 members 
Entering Unmasked Estep 
Score: -11972221.000000 Penalty: 5641.291504
	Iteration 272Q: 3 clusters Score -1.197222e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 82962 members 
Entering Unmasked Estep 
Score: -11972228.000000 Penalty: 5641.291504
	Iteration 273Q: 3 clusters Score -1.197223e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 82999 members 
Entering Unmasked Estep 
Score: -11972228.000000 Penalty: 5641.291504
	Iteration 274Q: 3 clusters Score -1.197223e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 83025 members 
Entering Unmasked Estep 
Score: -11972248.000000 Penalty: 5641.291504
	Iteration 275Q: 3 clusters Score -1.197225e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 83048 members 
Entering Unmasked Estep 
Score: -11972247.000000 Penalty: 5641.291504
	Iteration 276Q: 3 clusters Score -1.197225e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 83062 members 
Entering Unmasked Estep 
Score: -11972247.000000 Penalty: 5641.291504
	Iteration 277Q: 3 clusters Score -1.197225e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 83075 members 
Entering Unmasked Estep 
Score: -11972260.000000 Penalty: 5641.291504
	Iteration 278Q: 3 clusters Score -1.197226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 83082 members 
Entering Unmasked Estep 
Score: -11972262.000000 Penalty: 5641.291504
	Iteration 279Q: 3 clusters Score -1.197226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 83087 members 
Entering Unmasked Estep 
Score: -11972266.000000 Penalty: 5641.291504
	Iteration 280F: 3 clusters Score -1.197227e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 83097 members 
Entering Unmasked Estep 
Score: -11972264.000000 Penalty: 5641.291504
	Iteration 281Q: 3 clusters Score -1.197226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 83111 members 
Entering Unmasked Estep 
Score: -11972271.000000 Penalty: 5641.291504
	Iteration 282Q: 3 clusters Score -1.197227e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 83124 members 
Entering Unmasked Estep 
Score: -11972264.000000 Penalty: 5641.291504
	Iteration 283Q: 3 clusters Score -1.197226e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 83142 members 
Entering Unmasked Estep 
Score: -11972267.000000 Penalty: 5641.291504
	Iteration 284Q: 3 clusters Score -1.197227e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 83161 members 
Entering Unmasked Estep 
Score: -11972272.000000 Penalty: 5641.291504
	Iteration 285Q: 3 clusters Score -1.197227e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 83182 members 
Entering Unmasked Estep 
Score: -11972296.000000 Penalty: 5641.291504
	Iteration 286Q: 3 clusters Score -1.19723e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 83205 members 
Entering Unmasked Estep 
Score: -11972282.000000 Penalty: 5641.291504
	Iteration 287Q: 3 clusters Score -1.197228e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 83229 members 
Entering Unmasked Estep 
Score: -11972286.000000 Penalty: 5641.291504
	Iteration 288Q: 3 clusters Score -1.197229e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 83242 members 
Entering Unmasked Estep 
Score: -11972288.000000 Penalty: 5641.291504
	Iteration 289Q: 3 clusters Score -1.197229e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 83251 members 
Entering Unmasked Estep 
Score: -11972297.000000 Penalty: 5641.291504
	Iteration 290Q: 3 clusters Score -1.19723e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -11972314.000000 Penalty: 5641.291504
	Iteration 291Q: 3 clusters Score -1.197231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 83270 members 
Entering Unmasked Estep 
Score: -11972322.000000 Penalty: 5641.291504
	Iteration 292Q: 3 clusters Score -1.197232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 83276 members 
Entering Unmasked Estep 
Score: -11972306.000000 Penalty: 5641.291504
	Iteration 293Q: 3 clusters Score -1.197231e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 83282 members 
Entering Unmasked Estep 
Score: -11972316.000000 Penalty: 5641.291504
	Iteration 294Q: 3 clusters Score -1.197232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 83285 members 
Entering Unmasked Estep 
Score: -11972304.000000 Penalty: 5641.291504
	Iteration 295Q: 3 clusters Score -1.19723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 83290 members 
Entering Unmasked Estep 
Score: -11972323.000000 Penalty: 5641.291504
	Iteration 296Q: 3 clusters Score -1.197232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 83290 members 
Entering Unmasked Estep 
Score: -11972315.000000 Penalty: 5641.291504
	Iteration 297Q: 3 clusters Score -1.197232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 83290 members 
Entering Unmasked Estep 
Score: -11972323.000000 Penalty: 5641.291504
	Iteration 298Q: 3 clusters Score -1.197232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 83292 members 
Entering Unmasked Estep 
Score: -11972323.000000 Penalty: 5641.291504
	Iteration 299Q: 3 clusters Score -1.197232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 83294 members 
Entering Unmasked Estep 
Score: -11972320.000000 Penalty: 5641.291504
	Iteration 300F: 3 clusters Score -1.197232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 83296 members 
Entering Unmasked Estep 
Score: -11972332.000000 Penalty: 5641.291504
	Iteration 301Q: 3 clusters Score -1.197233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 83297 members 
Entering Unmasked Estep 
Score: -11972330.000000 Penalty: 5641.291504
	Iteration 302Q: 3 clusters Score -1.197233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 83297 members 
Entering Unmasked Estep 
Score: -11972330.000000 Penalty: 5641.291504
	Iteration 303F: 3 clusters Score -1.197233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Entering Unmasked Estep 
Score: -2347552.250000 Penalty: 2408.852295
	Iteration 0F: 2 clusters Score -2347552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2335689.500000 Penalty: 4817.704590
	Iteration 0F: 3 clusters Score -2335690 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2339412.250000 Penalty: 4817.704590
	Iteration 1F: 3 clusters Score -2339412 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2339782.500000 Penalty: 4817.704590
	Iteration 2F: 3 clusters Score -2339782 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2340086.500000 Penalty: 4817.704590
	Iteration 3Q: 3 clusters Score -2340086 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2340368.500000 Penalty: 4817.704590
	Iteration 4Q: 3 clusters Score -2340368 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2340688.750000 Penalty: 4817.704590
	Iteration 5Q: 3 clusters Score -2340689 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2341095.750000 Penalty: 4817.704590
	Iteration 6Q: 3 clusters Score -2341096 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2341620.250000 Penalty: 4817.704590
	Iteration 7F: 3 clusters Score -2341620 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2342292.250000 Penalty: 4817.704590
	Iteration 8F: 3 clusters Score -2342292 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2343015.500000 Penalty: 4817.704590
	Iteration 9F: 3 clusters Score -2343016 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2343715.000000 Penalty: 4817.704590
	Iteration 10F: 3 clusters Score -2343715 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2344348.750000 Penalty: 4817.704590
	Iteration 11Q: 3 clusters Score -2344349 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2344762.250000 Penalty: 4817.704590
	Iteration 12Q: 3 clusters Score -2344762 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2345006.500000 Penalty: 4817.704590
	Iteration 13Q: 3 clusters Score -2345006 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2345184.750000 Penalty: 4817.704590
	Iteration 14Q: 3 clusters Score -2345185 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2345285.000000 Penalty: 4817.704590
	Iteration 15Q: 3 clusters Score -2345285 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2345344.500000 Penalty: 4817.704590
	Iteration 16Q: 3 clusters Score -2345344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2345382.250000 Penalty: 4817.704590
	Iteration 17Q: 3 clusters Score -2345382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2345413.000000 Penalty: 4817.704590
	Iteration 18Q: 3 clusters Score -2345413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2345431.000000 Penalty: 4817.704590
	Iteration 19Q: 3 clusters Score -2345431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2345441.500000 Penalty: 4817.704590
	Iteration 20F: 3 clusters Score -2345442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2345450.750000 Penalty: 4817.704590
	Iteration 21Q: 3 clusters Score -2345451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2345461.750000 Penalty: 4817.704590
	Iteration 22Q: 3 clusters Score -2345462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2345461.500000 Penalty: 4817.704590
	Iteration 23Q: 3 clusters Score -2345462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2345461.500000 Penalty: 4817.704590
	Iteration 24F: 3 clusters Score -2345462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (59767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Entering Unmasked Estep 
Score: -8381599.000000 Penalty: 2727.555908
	Iteration 0F: 2 clusters Score -8381599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -8341519.000000 Penalty: 5455.111816
	Iteration 0F: 3 clusters Score -8341519 nChanged 27736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -8356886.000000 Penalty: 5455.111816
	Iteration 1F: 3 clusters Score -8356886 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -8357481.000000 Penalty: 5455.111816
	Iteration 2Q: 3 clusters Score -8357481 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -8358049.500000 Penalty: 5455.111816
	Iteration 3Q: 3 clusters Score -8358050 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -8358546.000000 Penalty: 5455.111816
	Iteration 4Q: 3 clusters Score -8358546 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -8359132.500000 Penalty: 5455.111816
	Iteration 5Q: 3 clusters Score -8359132 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -8359738.000000 Penalty: 5455.111816
	Iteration 6Q: 3 clusters Score -8359738 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -8360527.000000 Penalty: 5455.111816
	Iteration 7Q: 3 clusters Score -8360527 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -8361715.500000 Penalty: 5455.111816
	Iteration 8Q: 3 clusters Score -8361716 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -8363162.500000 Penalty: 5455.111816
	Iteration 9Q: 3 clusters Score -8363162 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -8365132.000000 Penalty: 5455.111816
	Iteration 10F: 3 clusters Score -8365132 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -8367644.000000 Penalty: 5455.111816
	Iteration 11F: 3 clusters Score -8367644 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -8370209.000000 Penalty: 5455.111816
	Iteration 12F: 3 clusters Score -8370209 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -8372059.500000 Penalty: 5455.111816
	Iteration 13F: 3 clusters Score -8372060 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -8373124.000000 Penalty: 5455.111816
	Iteration 14Q: 3 clusters Score -8373124 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -8373881.500000 Penalty: 5455.111816
	Iteration 15Q: 3 clusters Score -8373882 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -8374286.500000 Penalty: 5455.111816
	Iteration 16Q: 3 clusters Score -8374286 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -8374767.500000 Penalty: 5455.111816
	Iteration 17Q: 3 clusters Score -8374768 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -8375137.000000 Penalty: 5455.111816
	Iteration 18Q: 3 clusters Score -8375137 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -8375430.000000 Penalty: 5455.111816
	Iteration 19Q: 3 clusters Score -8375430 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -8375671.500000 Penalty: 5455.111816
	Iteration 20F: 3 clusters Score -8375672 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 44838 members 
Entering Unmasked Estep 
Score: -8375815.500000 Penalty: 5455.111816
	Iteration 21Q: 3 clusters Score -8375816 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -8375980.000000 Penalty: 5455.111816
	Iteration 22Q: 3 clusters Score -8375980 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 45943 members 
Entering Unmasked Estep 
Score: -8376153.000000 Penalty: 5455.111816
	Iteration 23Q: 3 clusters Score -8376153 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -8376348.000000 Penalty: 5455.111816
	Iteration 24Q: 3 clusters Score -8376348 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -8376493.000000 Penalty: 5455.111816
	Iteration 25Q: 3 clusters Score -8376493 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -8376682.000000 Penalty: 5455.111816
	Iteration 26Q: 3 clusters Score -8376682 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -8376863.000000 Penalty: 5455.111816
	Iteration 27Q: 3 clusters Score -8376863 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -8377020.500000 Penalty: 5455.111816
	Iteration 28Q: 3 clusters Score -8377020 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -8377121.000000 Penalty: 5455.111816
	Iteration 29Q: 3 clusters Score -8377121 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -8377241.000000 Penalty: 5455.111816
	Iteration 30Q: 3 clusters Score -8377241 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -8377350.000000 Penalty: 5455.111816
	Iteration 31Q: 3 clusters Score -8377350 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 50611 members 
Entering Unmasked Estep 
Score: -8377455.000000 Penalty: 5455.111816
	Iteration 32Q: 3 clusters Score -8377455 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -8377536.500000 Penalty: 5455.111816
	Iteration 33Q: 3 clusters Score -8377536 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -8377630.000000 Penalty: 5455.111816
	Iteration 34Q: 3 clusters Score -8377630 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -8377729.500000 Penalty: 5455.111816
	Iteration 35Q: 3 clusters Score -8377730 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -8377814.000000 Penalty: 5455.111816
	Iteration 36Q: 3 clusters Score -8377814 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 52547 members 
Entering Unmasked Estep 
Score: -8377903.500000 Penalty: 5455.111816
	Iteration 37Q: 3 clusters Score -8377904 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -8377977.000000 Penalty: 5455.111816
	Iteration 38Q: 3 clusters Score -8377977 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 53262 members 
Entering Unmasked Estep 
Score: -8378098.000000 Penalty: 5455.111816
	Iteration 39Q: 3 clusters Score -8378098 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 53585 members 
Entering Unmasked Estep 
Score: -8378167.000000 Penalty: 5455.111816
	Iteration 40F: 3 clusters Score -8378167 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -8378252.000000 Penalty: 5455.111816
	Iteration 41Q: 3 clusters Score -8378252 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 54197 members 
Entering Unmasked Estep 
Score: -8378325.000000 Penalty: 5455.111816
	Iteration 42Q: 3 clusters Score -8378325 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 54511 members 
Entering Unmasked Estep 
Score: -8378430.000000 Penalty: 5455.111816
	Iteration 43Q: 3 clusters Score -8378430 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -8378529.500000 Penalty: 5455.111816
	Iteration 44Q: 3 clusters Score -8378530 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 55043 members 
Entering Unmasked Estep 
Score: -8378582.500000 Penalty: 5455.111816
	Iteration 45Q: 3 clusters Score -8378582 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 55293 members 
Entering Unmasked Estep 
Score: -8378640.000000 Penalty: 5455.111816
	Iteration 46Q: 3 clusters Score -8378640 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 55530 members 
Entering Unmasked Estep 
Score: -8378701.500000 Penalty: 5455.111816
	Iteration 47Q: 3 clusters Score -8378702 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -8378736.000000 Penalty: 5455.111816
	Iteration 48Q: 3 clusters Score -8378736 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 55968 members 
Entering Unmasked Estep 
Score: -8378770.000000 Penalty: 5455.111816
	Iteration 49Q: 3 clusters Score -8378770 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 56183 members 
Entering Unmasked Estep 
Score: -8378868.500000 Penalty: 5455.111816
	Iteration 50Q: 3 clusters Score -8378868 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -8378926.000000 Penalty: 5455.111816
	Iteration 51Q: 3 clusters Score -8378926 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -8379000.000000 Penalty: 5455.111816
	Iteration 52Q: 3 clusters Score -8379000 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -8379058.000000 Penalty: 5455.111816
	Iteration 53Q: 3 clusters Score -8379058 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -8379101.000000 Penalty: 5455.111816
	Iteration 54Q: 3 clusters Score -8379101 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -8379137.500000 Penalty: 5455.111816
	Iteration 55Q: 3 clusters Score -8379138 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 57111 members 
Entering Unmasked Estep 
Score: -8379159.000000 Penalty: 5455.111816
	Iteration 56Q: 3 clusters Score -8379159 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 57205 members 
Entering Unmasked Estep 
Score: -8379187.000000 Penalty: 5455.111816
	Iteration 57Q: 3 clusters Score -8379187 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -8379216.500000 Penalty: 5455.111816
	Iteration 58Q: 3 clusters Score -8379216 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -8379236.000000 Penalty: 5455.111816
	Iteration 59Q: 3 clusters Score -8379236 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 57401 members 
Entering Unmasked Estep 
Score: -8379252.000000 Penalty: 5455.111816
	Iteration 60F: 3 clusters Score -8379252 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
Score: -8379268.000000 Penalty: 5455.111816
	Iteration 61Q: 3 clusters Score -8379268 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 57524 members 
Entering Unmasked Estep 
Score: -8379289.000000 Penalty: 5455.111816
	Iteration 62Q: 3 clusters Score -8379289 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 57579 members 
Entering Unmasked Estep 
Score: -8379296.000000 Penalty: 5455.111816
	Iteration 63Q: 3 clusters Score -8379296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 57627 members 
Entering Unmasked Estep 
Score: -8379313.000000 Penalty: 5455.111816
	Iteration 64Q: 3 clusters Score -8379313 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 57665 members 
Entering Unmasked Estep 
Score: -8379327.000000 Penalty: 5455.111816
	Iteration 65Q: 3 clusters Score -8379327 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 57696 members 
Entering Unmasked Estep 
Score: -8379332.000000 Penalty: 5455.111816
	Iteration 66Q: 3 clusters Score -8379332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 57729 members 
Entering Unmasked Estep 
Score: -8379328.000000 Penalty: 5455.111816
	Iteration 67Q: 3 clusters Score -8379328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 57758 members 
Entering Unmasked Estep 
Score: -8379326.000000 Penalty: 5455.111816
	Iteration 68Q: 3 clusters Score -8379326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -8379342.000000 Penalty: 5455.111816
	Iteration 69Q: 3 clusters Score -8379342 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 57838 members 
Entering Unmasked Estep 
Score: -8379352.500000 Penalty: 5455.111816
	Iteration 70Q: 3 clusters Score -8379352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 57878 members 
Entering Unmasked Estep 
Score: -8379373.500000 Penalty: 5455.111816
	Iteration 71Q: 3 clusters Score -8379374 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 57928 members 
Entering Unmasked Estep 
Score: -8379370.500000 Penalty: 5455.111816
	Iteration 72Q: 3 clusters Score -8379370 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 57971 members 
Entering Unmasked Estep 
Score: -8379379.000000 Penalty: 5455.111816
	Iteration 73Q: 3 clusters Score -8379379 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 57994 members 
Entering Unmasked Estep 
Score: -8379372.000000 Penalty: 5455.111816
	Iteration 74Q: 3 clusters Score -8379372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 58018 members 
Entering Unmasked Estep 
Score: -8379382.500000 Penalty: 5455.111816
	Iteration 75Q: 3 clusters Score -8379382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 58034 members 
Entering Unmasked Estep 
Score: -8379391.500000 Penalty: 5455.111816
	Iteration 76Q: 3 clusters Score -8379392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 58054 members 
Entering Unmasked Estep 
Score: -8379408.000000 Penalty: 5455.111816
	Iteration 77Q: 3 clusters Score -8379408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -8379405.500000 Penalty: 5455.111816
	Iteration 78Q: 3 clusters Score -8379406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 58100 members 
Entering Unmasked Estep 
Score: -8379423.500000 Penalty: 5455.111816
	Iteration 79Q: 3 clusters Score -8379424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 58126 members 
Entering Unmasked Estep 
Score: -8379426.500000 Penalty: 5455.111816
	Iteration 80F: 3 clusters Score -8379426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 58145 members 
Entering Unmasked Estep 
Score: -8379417.500000 Penalty: 5455.111816
	Iteration 81Q: 3 clusters Score -8379418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 58164 members 
Entering Unmasked Estep 
Score: -8379436.500000 Penalty: 5455.111816
	Iteration 82Q: 3 clusters Score -8379436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 58178 members 
Entering Unmasked Estep 
Score: -8379433.500000 Penalty: 5455.111816
	Iteration 83Q: 3 clusters Score -8379434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 58190 members 
Entering Unmasked Estep 
Score: -8379435.500000 Penalty: 5455.111816
	Iteration 84Q: 3 clusters Score -8379436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 58203 members 
Entering Unmasked Estep 
Score: -8379439.000000 Penalty: 5455.111816
	Iteration 85Q: 3 clusters Score -8379439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 58219 members 
Entering Unmasked Estep 
Score: -8379439.000000 Penalty: 5455.111816
	Iteration 86Q: 3 clusters Score -8379439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 58233 members 
Entering Unmasked Estep 
Score: -8379446.000000 Penalty: 5455.111816
	Iteration 87Q: 3 clusters Score -8379446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 58243 members 
Entering Unmasked Estep 
Score: -8379440.500000 Penalty: 5455.111816
	Iteration 88Q: 3 clusters Score -8379440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 58250 members 
Entering Unmasked Estep 
Score: -8379443.500000 Penalty: 5455.111816
	Iteration 89Q: 3 clusters Score -8379444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 58256 members 
Entering Unmasked Estep 
Score: -8379445.500000 Penalty: 5455.111816
	Iteration 90Q: 3 clusters Score -8379446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
Score: -8379456.500000 Penalty: 5455.111816
	Iteration 91Q: 3 clusters Score -8379456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 58268 members 
Entering Unmasked Estep 
Score: -8379460.000000 Penalty: 5455.111816
	Iteration 92Q: 3 clusters Score -8379460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 58269 members 
Entering Unmasked Estep 
Score: -8379463.000000 Penalty: 5455.111816
	Iteration 93Q: 3 clusters Score -8379463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 58269 members 
Entering Unmasked Estep 
Score: -8379463.000000 Penalty: 5455.111816
	Iteration 94F: 3 clusters Score -8379463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (160146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160146 members 
Entering Unmasked Estep 
Score: -22256754.000000 Penalty: 2971.992676
	Iteration 0F: 2 clusters Score -2.225675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79801 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -22158224.000000 Penalty: 5943.985352
	Iteration 0F: 3 clusters Score -2.215822e+07 nChanged 76585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75628 members 
Mstep: Class 2 contains 84518 members 
Entering Unmasked Estep 
Score: -22202754.000000 Penalty: 5943.985352
	Iteration 1F: 3 clusters Score -2.220275e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73318 members 
Mstep: Class 2 contains 86828 members 
Entering Unmasked Estep 
Score: -22203824.000000 Penalty: 5943.985352
	Iteration 2Q: 3 clusters Score -2.220382e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69743 members 
Mstep: Class 2 contains 90403 members 
Entering Unmasked Estep 
Score: -22205636.000000 Penalty: 5943.985352
	Iteration 3Q: 3 clusters Score -2.220564e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64476 members 
Mstep: Class 2 contains 95670 members 
Entering Unmasked Estep 
Score: -22208700.000000 Penalty: 5943.985352
	Iteration 4Q: 3 clusters Score -2.22087e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56823 members 
Mstep: Class 2 contains 103323 members 
Entering Unmasked Estep 
Score: -22213812.000000 Penalty: 5943.985352
	Iteration 5F: 3 clusters Score -2.221381e+07 nChanged 10583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 113382 members 
Entering Unmasked Estep 
Score: -22221976.000000 Penalty: 5943.985352
	Iteration 6F: 3 clusters Score -2.222198e+07 nChanged 11285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 124111 members 
Entering Unmasked Estep 
Score: -22231002.000000 Penalty: 5943.985352
	Iteration 7F: 3 clusters Score -2.2231e+07 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 133256 members 
Entering Unmasked Estep 
Score: -22239188.000000 Penalty: 5943.985352
	Iteration 8F: 3 clusters Score -2.223919e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 139273 members 
Entering Unmasked Estep 
Score: -22244272.000000 Penalty: 5943.985352
	Iteration 9Q: 3 clusters Score -2.224427e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 142792 members 
Entering Unmasked Estep 
Score: -22247394.000000 Penalty: 5943.985352
	Iteration 10Q: 3 clusters Score -2.224739e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 144924 members 
Entering Unmasked Estep 
Score: -22249152.000000 Penalty: 5943.985352
	Iteration 11Q: 3 clusters Score -2.224915e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 146197 members 
Entering Unmasked Estep 
Score: -22250210.000000 Penalty: 5943.985352
	Iteration 12Q: 3 clusters Score -2.225021e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 147121 members 
Entering Unmasked Estep 
Score: -22250848.000000 Penalty: 5943.985352
	Iteration 13Q: 3 clusters Score -2.225085e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 147846 members 
Entering Unmasked Estep 
Score: -22251152.000000 Penalty: 5943.985352
	Iteration 14Q: 3 clusters Score -2.225115e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 148488 members 
Entering Unmasked Estep 
Score: -22251374.000000 Penalty: 5943.985352
	Iteration 15Q: 3 clusters Score -2.225137e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 149022 members 
Entering Unmasked Estep 
Score: -22251540.000000 Penalty: 5943.985352
	Iteration 16Q: 3 clusters Score -2.225154e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 149523 members 
Entering Unmasked Estep 
Score: -22251774.000000 Penalty: 5943.985352
	Iteration 17Q: 3 clusters Score -2.225177e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 150022 members 
Entering Unmasked Estep 
Score: -22251898.000000 Penalty: 5943.985352
	Iteration 18Q: 3 clusters Score -2.22519e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 150430 members 
Entering Unmasked Estep 
Score: -22252012.000000 Penalty: 5943.985352
	Iteration 19Q: 3 clusters Score -2.225201e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 150813 members 
Entering Unmasked Estep 
Score: -22252136.000000 Penalty: 5943.985352
	Iteration 20F: 3 clusters Score -2.225214e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 151193 members 
Entering Unmasked Estep 
Score: -22252342.000000 Penalty: 5943.985352
	Iteration 21Q: 3 clusters Score -2.225234e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 151539 members 
Entering Unmasked Estep 
Score: -22252496.000000 Penalty: 5943.985352
	Iteration 22Q: 3 clusters Score -2.22525e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 151860 members 
Entering Unmasked Estep 
Score: -22252500.000000 Penalty: 5943.985352
	Iteration 23Q: 3 clusters Score -2.22525e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 152163 members 
Entering Unmasked Estep 
Score: -22252542.000000 Penalty: 5943.985352
	Iteration 24Q: 3 clusters Score -2.225254e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 152431 members 
Entering Unmasked Estep 
Score: -22252658.000000 Penalty: 5943.985352
	Iteration 25Q: 3 clusters Score -2.225266e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 152672 members 
Entering Unmasked Estep 
Score: -22252806.000000 Penalty: 5943.985352
	Iteration 26Q: 3 clusters Score -2.225281e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 152917 members 
Entering Unmasked Estep 
Score: -22252904.000000 Penalty: 5943.985352
	Iteration 27Q: 3 clusters Score -2.22529e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 153157 members 
Entering Unmasked Estep 
Score: -22252976.000000 Penalty: 5943.985352
	Iteration 28Q: 3 clusters Score -2.225298e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 153390 members 
Entering Unmasked Estep 
Score: -22253032.000000 Penalty: 5943.985352
	Iteration 29Q: 3 clusters Score -2.225303e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 153590 members 
Entering Unmasked Estep 
Score: -22253096.000000 Penalty: 5943.985352
	Iteration 30Q: 3 clusters Score -2.22531e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 153771 members 
Entering Unmasked Estep 
Score: -22253112.000000 Penalty: 5943.985352
	Iteration 31Q: 3 clusters Score -2.225311e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 153932 members 
Entering Unmasked Estep 
Score: -22253184.000000 Penalty: 5943.985352
	Iteration 32Q: 3 clusters Score -2.225318e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 154088 members 
Entering Unmasked Estep 
Score: -22253254.000000 Penalty: 5943.985352
	Iteration 33Q: 3 clusters Score -2.225325e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 154225 members 
Entering Unmasked Estep 
Score: -22253260.000000 Penalty: 5943.985352
	Iteration 34Q: 3 clusters Score -2.225326e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 154336 members 
Entering Unmasked Estep 
Score: -22253280.000000 Penalty: 5943.985352
	Iteration 35Q: 3 clusters Score -2.225328e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 154443 members 
Entering Unmasked Estep 
Score: -22253332.000000 Penalty: 5943.985352
	Iteration 36Q: 3 clusters Score -2.225333e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 154548 members 
Entering Unmasked Estep 
Score: -22253394.000000 Penalty: 5943.985352
	Iteration 37Q: 3 clusters Score -2.225339e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 154651 members 
Entering Unmasked Estep 
Score: -22253412.000000 Penalty: 5943.985352
	Iteration 38Q: 3 clusters Score -2.225341e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 154736 members 
Entering Unmasked Estep 
Score: -22253462.000000 Penalty: 5943.985352
	Iteration 39Q: 3 clusters Score -2.225346e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 154807 members 
Entering Unmasked Estep 
Score: -22253454.000000 Penalty: 5943.985352
	Iteration 40F: 3 clusters Score -2.225345e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 154884 members 
Entering Unmasked Estep 
Score: -22253462.000000 Penalty: 5943.985352
	Iteration 41Q: 3 clusters Score -2.225346e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 154957 members 
Entering Unmasked Estep 
Score: -22253480.000000 Penalty: 5943.985352
	Iteration 42Q: 3 clusters Score -2.225348e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 155041 members 
Entering Unmasked Estep 
Score: -22253488.000000 Penalty: 5943.985352
	Iteration 43Q: 3 clusters Score -2.225349e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 155113 members 
Entering Unmasked Estep 
Score: -22253520.000000 Penalty: 5943.985352
	Iteration 44Q: 3 clusters Score -2.225352e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 155182 members 
Entering Unmasked Estep 
Score: -22253564.000000 Penalty: 5943.985352
	Iteration 45Q: 3 clusters Score -2.225356e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 155257 members 
Entering Unmasked Estep 
Score: -22253580.000000 Penalty: 5943.985352
	Iteration 46Q: 3 clusters Score -2.225358e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 155327 members 
Entering Unmasked Estep 
Score: -22253600.000000 Penalty: 5943.985352
	Iteration 47Q: 3 clusters Score -2.22536e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 155395 members 
Entering Unmasked Estep 
Score: -22253644.000000 Penalty: 5943.985352
	Iteration 48Q: 3 clusters Score -2.225364e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 155445 members 
Entering Unmasked Estep 
Score: -22253644.000000 Penalty: 5943.985352
	Iteration 49Q: 3 clusters Score -2.225364e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 155491 members 
Entering Unmasked Estep 
Score: -22253656.000000 Penalty: 5943.985352
	Iteration 50Q: 3 clusters Score -2.225366e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 155541 members 
Entering Unmasked Estep 
Score: -22253682.000000 Penalty: 5943.985352
	Iteration 51Q: 3 clusters Score -2.225368e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 155577 members 
Entering Unmasked Estep 
Score: -22253704.000000 Penalty: 5943.985352
	Iteration 52Q: 3 clusters Score -2.22537e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 155623 members 
Entering Unmasked Estep 
Score: -22253730.000000 Penalty: 5943.985352
	Iteration 53Q: 3 clusters Score -2.225373e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 155667 members 
Entering Unmasked Estep 
Score: -22253714.000000 Penalty: 5943.985352
	Iteration 54Q: 3 clusters Score -2.225371e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 155718 members 
Entering Unmasked Estep 
Score: -22253718.000000 Penalty: 5943.985352
	Iteration 55Q: 3 clusters Score -2.225372e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 155787 members 
Entering Unmasked Estep 
Score: -22253750.000000 Penalty: 5943.985352
	Iteration 56Q: 3 clusters Score -2.225375e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 155851 members 
Entering Unmasked Estep 
Score: -22253782.000000 Penalty: 5943.985352
	Iteration 57Q: 3 clusters Score -2.225378e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 155909 members 
Entering Unmasked Estep 
Score: -22253800.000000 Penalty: 5943.985352
	Iteration 58Q: 3 clusters Score -2.22538e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 155958 members 
Entering Unmasked Estep 
Score: -22253816.000000 Penalty: 5943.985352
	Iteration 59Q: 3 clusters Score -2.225382e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 156016 members 
Entering Unmasked Estep 
Score: -22253808.000000 Penalty: 5943.985352
	Iteration 60F: 3 clusters Score -2.225381e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 156062 members 
Entering Unmasked Estep 
Score: -22253830.000000 Penalty: 5943.985352
	Iteration 61Q: 3 clusters Score -2.225383e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 156106 members 
Entering Unmasked Estep 
Score: -22253814.000000 Penalty: 5943.985352
	Iteration 62Q: 3 clusters Score -2.225381e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 156155 members 
Entering Unmasked Estep 
Score: -22253812.000000 Penalty: 5943.985352
	Iteration 63Q: 3 clusters Score -2.225381e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 156190 members 
Entering Unmasked Estep 
Score: -22253814.000000 Penalty: 5943.985352
	Iteration 64Q: 3 clusters Score -2.225381e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 156229 members 
Entering Unmasked Estep 
Score: -22253840.000000 Penalty: 5943.985352
	Iteration 65Q: 3 clusters Score -2.225384e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 156266 members 
Entering Unmasked Estep 
Score: -22253856.000000 Penalty: 5943.985352
	Iteration 66Q: 3 clusters Score -2.225386e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 156301 members 
Entering Unmasked Estep 
Score: -22253886.000000 Penalty: 5943.985352
	Iteration 67Q: 3 clusters Score -2.225389e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 156335 members 
Entering Unmasked Estep 
Score: -22253872.000000 Penalty: 5943.985352
	Iteration 68Q: 3 clusters Score -2.225387e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 156368 members 
Entering Unmasked Estep 
Score: -22253900.000000 Penalty: 5943.985352
	Iteration 69Q: 3 clusters Score -2.22539e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 156404 members 
Entering Unmasked Estep 
Score: -22253910.000000 Penalty: 5943.985352
	Iteration 70Q: 3 clusters Score -2.225391e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 156444 members 
Entering Unmasked Estep 
Score: -22253908.000000 Penalty: 5943.985352
	Iteration 71Q: 3 clusters Score -2.225391e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 156481 members 
Entering Unmasked Estep 
Score: -22253910.000000 Penalty: 5943.985352
	Iteration 72Q: 3 clusters Score -2.225391e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 156517 members 
Entering Unmasked Estep 
Score: -22253944.000000 Penalty: 5943.985352
	Iteration 73Q: 3 clusters Score -2.225394e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 156553 members 
Entering Unmasked Estep 
Score: -22253968.000000 Penalty: 5943.985352
	Iteration 74Q: 3 clusters Score -2.225397e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 156592 members 
Entering Unmasked Estep 
Score: -22253968.000000 Penalty: 5943.985352
	Iteration 75Q: 3 clusters Score -2.225397e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 156620 members 
Entering Unmasked Estep 
Score: -22253960.000000 Penalty: 5943.985352
	Iteration 76Q: 3 clusters Score -2.225396e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 156644 members 
Entering Unmasked Estep 
Score: -22253980.000000 Penalty: 5943.985352
	Iteration 77Q: 3 clusters Score -2.225398e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 156673 members 
Entering Unmasked Estep 
Score: -22254006.000000 Penalty: 5943.985352
	Iteration 78Q: 3 clusters Score -2.225401e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 156699 members 
Entering Unmasked Estep 
Score: -22254016.000000 Penalty: 5943.985352
	Iteration 79Q: 3 clusters Score -2.225402e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 156721 members 
Entering Unmasked Estep 
Score: -22254024.000000 Penalty: 5943.985352
	Iteration 80F: 3 clusters Score -2.225402e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 156747 members 
Entering Unmasked Estep 
Score: -22254028.000000 Penalty: 5943.985352
	Iteration 81Q: 3 clusters Score -2.225403e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 156773 members 
Entering Unmasked Estep 
Score: -22254034.000000 Penalty: 5943.985352
	Iteration 82Q: 3 clusters Score -2.225403e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 156794 members 
Entering Unmasked Estep 
Score: -22254066.000000 Penalty: 5943.985352
	Iteration 83Q: 3 clusters Score -2.225407e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 156824 members 
Entering Unmasked Estep 
Score: -22254092.000000 Penalty: 5943.985352
	Iteration 84Q: 3 clusters Score -2.225409e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 156844 members 
Entering Unmasked Estep 
Score: -22254110.000000 Penalty: 5943.985352
	Iteration 85Q: 3 clusters Score -2.225411e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 156872 members 
Entering Unmasked Estep 
Score: -22254092.000000 Penalty: 5943.985352
	Iteration 86Q: 3 clusters Score -2.225409e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 156886 members 
Entering Unmasked Estep 
Score: -22254104.000000 Penalty: 5943.985352
	Iteration 87Q: 3 clusters Score -2.22541e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 156906 members 
Entering Unmasked Estep 
Score: -22254114.000000 Penalty: 5943.985352
	Iteration 88Q: 3 clusters Score -2.225411e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 156922 members 
Entering Unmasked Estep 
Score: -22254118.000000 Penalty: 5943.985352
	Iteration 89Q: 3 clusters Score -2.225412e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 156941 members 
Entering Unmasked Estep 
Score: -22254102.000000 Penalty: 5943.985352
	Iteration 90Q: 3 clusters Score -2.22541e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 156958 members 
Entering Unmasked Estep 
Score: -22254122.000000 Penalty: 5943.985352
	Iteration 91Q: 3 clusters Score -2.225412e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 156970 members 
Entering Unmasked Estep 
Score: -22254108.000000 Penalty: 5943.985352
	Iteration 92Q: 3 clusters Score -2.225411e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 156981 members 
Entering Unmasked Estep 
Score: -22254110.000000 Penalty: 5943.985352
	Iteration 93Q: 3 clusters Score -2.225411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 156991 members 
Entering Unmasked Estep 
Score: -22254116.000000 Penalty: 5943.985352
	Iteration 94Q: 3 clusters Score -2.225412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 156998 members 
Entering Unmasked Estep 
Score: -22254126.000000 Penalty: 5943.985352
	Iteration 95Q: 3 clusters Score -2.225413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 157002 members 
Entering Unmasked Estep 
Score: -22254124.000000 Penalty: 5943.985352
	Iteration 96Q: 3 clusters Score -2.225412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 157009 members 
Entering Unmasked Estep 
Score: -22254130.000000 Penalty: 5943.985352
	Iteration 97Q: 3 clusters Score -2.225413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 157017 members 
Entering Unmasked Estep 
Score: -22254118.000000 Penalty: 5943.985352
	Iteration 98Q: 3 clusters Score -2.225412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 157022 members 
Entering Unmasked Estep 
Score: -22254128.000000 Penalty: 5943.985352
	Iteration 99Q: 3 clusters Score -2.225413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 157029 members 
Entering Unmasked Estep 
Score: -22254124.000000 Penalty: 5943.985352
	Iteration 100F: 3 clusters Score -2.225412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 157037 members 
Entering Unmasked Estep 
Score: -22254120.000000 Penalty: 5943.985352
	Iteration 101Q: 3 clusters Score -2.225412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 157043 members 
Entering Unmasked Estep 
Score: -22254118.000000 Penalty: 5943.985352
	Iteration 102Q: 3 clusters Score -2.225412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 157047 members 
Entering Unmasked Estep 
Score: -22254122.000000 Penalty: 5943.985352
	Iteration 103Q: 3 clusters Score -2.225412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 157050 members 
Entering Unmasked Estep 
Score: -22254122.000000 Penalty: 5943.985352
	Iteration 104Q: 3 clusters Score -2.225412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 157052 members 
Entering Unmasked Estep 
Score: -22254122.000000 Penalty: 5943.985352
	Iteration 105Q: 3 clusters Score -2.225412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 157055 members 
Entering Unmasked Estep 
Score: -22254130.000000 Penalty: 5943.985352
	Iteration 106Q: 3 clusters Score -2.225413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 157058 members 
Entering Unmasked Estep 
Score: -22254114.000000 Penalty: 5943.985352
	Iteration 107Q: 3 clusters Score -2.225411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 157061 members 
Entering Unmasked Estep 
Score: -22254140.000000 Penalty: 5943.985352
	Iteration 108Q: 3 clusters Score -2.225414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 157063 members 
Entering Unmasked Estep 
Score: -22254142.000000 Penalty: 5943.985352
	Iteration 109Q: 3 clusters Score -2.225414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 157066 members 
Entering Unmasked Estep 
Score: -22254126.000000 Penalty: 5943.985352
	Iteration 110Q: 3 clusters Score -2.225413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 157068 members 
Entering Unmasked Estep 
Score: -22254132.000000 Penalty: 5943.985352
	Iteration 111Q: 3 clusters Score -2.225413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 157069 members 
Entering Unmasked Estep 
Score: -22254126.000000 Penalty: 5943.985352
	Iteration 112Q: 3 clusters Score -2.225413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 157070 members 
Entering Unmasked Estep 
Score: -22254132.000000 Penalty: 5943.985352
	Iteration 113Q: 3 clusters Score -2.225413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 157072 members 
Entering Unmasked Estep 
Score: -22254126.000000 Penalty: 5943.985352
	Iteration 114Q: 3 clusters Score -2.225413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 157078 members 
Entering Unmasked Estep 
Score: -22254120.000000 Penalty: 5943.985352
	Iteration 115Q: 3 clusters Score -2.225412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 157082 members 
Entering Unmasked Estep 
Score: -22254138.000000 Penalty: 5943.985352
	Iteration 116Q: 3 clusters Score -2.225414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 157083 members 
Entering Unmasked Estep 
Score: -22254148.000000 Penalty: 5943.985352
	Iteration 117Q: 3 clusters Score -2.225415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 157085 members 
Entering Unmasked Estep 
Score: -22254126.000000 Penalty: 5943.985352
	Iteration 118Q: 3 clusters Score -2.225413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 157088 members 
Entering Unmasked Estep 
Score: -22254134.000000 Penalty: 5943.985352
	Iteration 119Q: 3 clusters Score -2.225413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 157091 members 
Entering Unmasked Estep 
Score: -22254138.000000 Penalty: 5943.985352
	Iteration 120F: 3 clusters Score -2.225414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 157093 members 
Entering Unmasked Estep 
Score: -22254128.000000 Penalty: 5943.985352
	Iteration 121Q: 3 clusters Score -2.225413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 157097 members 
Entering Unmasked Estep 
Score: -22254120.000000 Penalty: 5943.985352
	Iteration 122Q: 3 clusters Score -2.225412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 157101 members 
Entering Unmasked Estep 
Score: -22254112.000000 Penalty: 5943.985352
	Iteration 123Q: 3 clusters Score -2.225411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 157107 members 
Entering Unmasked Estep 
Score: -22254112.000000 Penalty: 5943.985352
	Iteration 124Q: 3 clusters Score -2.225411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 157115 members 
Entering Unmasked Estep 
Score: -22254136.000000 Penalty: 5943.985352
	Iteration 125Q: 3 clusters Score -2.225414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 157126 members 
Entering Unmasked Estep 
Score: -22254122.000000 Penalty: 5943.985352
	Iteration 126Q: 3 clusters Score -2.225412e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 157136 members 
Entering Unmasked Estep 
Score: -22254122.000000 Penalty: 5943.985352
	Iteration 127Q: 3 clusters Score -2.225412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 157143 members 
Entering Unmasked Estep 
Score: -22254120.000000 Penalty: 5943.985352
	Iteration 128Q: 3 clusters Score -2.225412e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 157153 members 
Entering Unmasked Estep 
Score: -22254112.000000 Penalty: 5943.985352
	Iteration 129Q: 3 clusters Score -2.225411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 157156 members 
Entering Unmasked Estep 
Score: -22254122.000000 Penalty: 5943.985352
	Iteration 130Q: 3 clusters Score -2.225412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 157157 members 
Entering Unmasked Estep 
Score: -22254118.000000 Penalty: 5943.985352
	Iteration 131Q: 3 clusters Score -2.225412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 157159 members 
Entering Unmasked Estep 
Score: -22254112.000000 Penalty: 5943.985352
	Iteration 132Q: 3 clusters Score -2.225411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 157160 members 
Entering Unmasked Estep 
Score: -22254106.000000 Penalty: 5943.985352
	Iteration 133Q: 3 clusters Score -2.225411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 157160 members 
Entering Unmasked Estep 
Score: -22254106.000000 Penalty: 5943.985352
	Iteration 134F: 3 clusters Score -2.225411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Entering Unmasked Estep 
Score: -4206273.500000 Penalty: 2569.278564
	Iteration 0F: 2 clusters Score -4206274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -4184670.000000 Penalty: 5138.557129
	Iteration 0F: 3 clusters Score -4184670 nChanged 14244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -4192978.000000 Penalty: 5138.557129
	Iteration 1F: 3 clusters Score -4192978 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -4194447.500000 Penalty: 5138.557129
	Iteration 2F: 3 clusters Score -4194448 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -4196410.500000 Penalty: 5138.557129
	Iteration 3F: 3 clusters Score -4196410 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -4198807.500000 Penalty: 5138.557129
	Iteration 4F: 3 clusters Score -4198808 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -4201020.000000 Penalty: 5138.557129
	Iteration 5F: 3 clusters Score -4201020 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -4202602.000000 Penalty: 5138.557129
	Iteration 6F: 3 clusters Score -4202602 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -4203500.000000 Penalty: 5138.557129
	Iteration 7F: 3 clusters Score -4203500 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -4204073.500000 Penalty: 5138.557129
	Iteration 8Q: 3 clusters Score -4204074 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -4204402.000000 Penalty: 5138.557129
	Iteration 9Q: 3 clusters Score -4204402 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -4204612.500000 Penalty: 5138.557129
	Iteration 10Q: 3 clusters Score -4204612 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -4204758.000000 Penalty: 5138.557129
	Iteration 11Q: 3 clusters Score -4204758 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -4204849.500000 Penalty: 5138.557129
	Iteration 12Q: 3 clusters Score -4204850 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -4204926.000000 Penalty: 5138.557129
	Iteration 13Q: 3 clusters Score -4204926 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -4204971.000000 Penalty: 5138.557129
	Iteration 14Q: 3 clusters Score -4204971 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -4205009.500000 Penalty: 5138.557129
	Iteration 15Q: 3 clusters Score -4205010 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -4205050.000000 Penalty: 5138.557129
	Iteration 16Q: 3 clusters Score -4205050 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -4205077.500000 Penalty: 5138.557129
	Iteration 17Q: 3 clusters Score -4205078 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -4205098.000000 Penalty: 5138.557129
	Iteration 18Q: 3 clusters Score -4205098 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -4205119.500000 Penalty: 5138.557129
	Iteration 19Q: 3 clusters Score -4205120 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -4205128.500000 Penalty: 5138.557129
	Iteration 20F: 3 clusters Score -4205128 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -4205131.500000 Penalty: 5138.557129
	Iteration 21Q: 3 clusters Score -4205132 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -4205149.000000 Penalty: 5138.557129
	Iteration 22Q: 3 clusters Score -4205149 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -4205154.500000 Penalty: 5138.557129
	Iteration 23Q: 3 clusters Score -4205154 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -4205155.500000 Penalty: 5138.557129
	Iteration 24Q: 3 clusters Score -4205156 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -4205159.500000 Penalty: 5138.557129
	Iteration 25Q: 3 clusters Score -4205160 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -4205183.000000 Penalty: 5138.557129
	Iteration 26Q: 3 clusters Score -4205183 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -4205185.500000 Penalty: 5138.557129
	Iteration 27Q: 3 clusters Score -4205186 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -4205185.500000 Penalty: 5138.557129
	Iteration 28Q: 3 clusters Score -4205186 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -4205198.000000 Penalty: 5138.557129
	Iteration 29Q: 3 clusters Score -4205198 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -4205204.000000 Penalty: 5138.557129
	Iteration 30Q: 3 clusters Score -4205204 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -4205213.500000 Penalty: 5138.557129
	Iteration 31Q: 3 clusters Score -4205214 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -4205216.500000 Penalty: 5138.557129
	Iteration 32Q: 3 clusters Score -4205216 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -4205239.500000 Penalty: 5138.557129
	Iteration 33Q: 3 clusters Score -4205240 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -4205242.000000 Penalty: 5138.557129
	Iteration 34Q: 3 clusters Score -4205242 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -4205259.000000 Penalty: 5138.557129
	Iteration 35Q: 3 clusters Score -4205259 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -4205263.500000 Penalty: 5138.557129
	Iteration 36Q: 3 clusters Score -4205264 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -4205273.000000 Penalty: 5138.557129
	Iteration 37Q: 3 clusters Score -4205273 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -4205292.000000 Penalty: 5138.557129
	Iteration 38Q: 3 clusters Score -4205292 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -4205303.000000 Penalty: 5138.557129
	Iteration 39Q: 3 clusters Score -4205303 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -4205342.500000 Penalty: 5138.557129
	Iteration 40F: 3 clusters Score -4205342 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -4205358.000000 Penalty: 5138.557129
	Iteration 41Q: 3 clusters Score -4205358 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -4205372.500000 Penalty: 5138.557129
	Iteration 42Q: 3 clusters Score -4205372 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -4205413.000000 Penalty: 5138.557129
	Iteration 43Q: 3 clusters Score -4205413 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -4205467.500000 Penalty: 5138.557129
	Iteration 44Q: 3 clusters Score -4205468 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -4205495.500000 Penalty: 5138.557129
	Iteration 45Q: 3 clusters Score -4205496 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -4205518.000000 Penalty: 5138.557129
	Iteration 46Q: 3 clusters Score -4205518 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -4205534.500000 Penalty: 5138.557129
	Iteration 47Q: 3 clusters Score -4205534 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -4205570.000000 Penalty: 5138.557129
	Iteration 48Q: 3 clusters Score -4205570 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -4205601.500000 Penalty: 5138.557129
	Iteration 49Q: 3 clusters Score -4205602 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -4205624.000000 Penalty: 5138.557129
	Iteration 50Q: 3 clusters Score -4205624 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -4205648.500000 Penalty: 5138.557129
	Iteration 51Q: 3 clusters Score -4205648 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -4205677.500000 Penalty: 5138.557129
	Iteration 52Q: 3 clusters Score -4205678 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -4205735.500000 Penalty: 5138.557129
	Iteration 53Q: 3 clusters Score -4205736 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -4205764.000000 Penalty: 5138.557129
	Iteration 54Q: 3 clusters Score -4205764 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -4205818.500000 Penalty: 5138.557129
	Iteration 55Q: 3 clusters Score -4205818 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -4205869.000000 Penalty: 5138.557129
	Iteration 56Q: 3 clusters Score -4205869 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -4205917.000000 Penalty: 5138.557129
	Iteration 57Q: 3 clusters Score -4205917 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -4205962.500000 Penalty: 5138.557129
	Iteration 58Q: 3 clusters Score -4205962 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -4206028.500000 Penalty: 5138.557129
	Iteration 59Q: 3 clusters Score -4206028 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -4206081.000000 Penalty: 5138.557129
	Iteration 60F: 3 clusters Score -4206081 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -4206123.500000 Penalty: 5138.557129
	Iteration 61Q: 3 clusters Score -4206124 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -4206169.000000 Penalty: 5138.557129
	Iteration 62Q: 3 clusters Score -4206169 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -4206218.500000 Penalty: 5138.557129
	Iteration 63Q: 3 clusters Score -4206218 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -4206262.000000 Penalty: 5138.557129
	Iteration 64Q: 3 clusters Score -4206262 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -4206304.000000 Penalty: 5138.557129
	Iteration 65Q: 3 clusters Score -4206304 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -4206371.500000 Penalty: 5138.557129
	Iteration 66Q: 3 clusters Score -4206372 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -4206432.500000 Penalty: 5138.557129
	Iteration 67Q: 3 clusters Score -4206432 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -4206485.000000 Penalty: 5138.557129
	Iteration 68Q: 3 clusters Score -4206485 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -4206547.000000 Penalty: 5138.557129
	Iteration 69Q: 3 clusters Score -4206547 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -4206608.000000 Penalty: 5138.557129
	Iteration 70Q: 3 clusters Score -4206608 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -4206704.500000 Penalty: 5138.557129
	Iteration 71Q: 3 clusters Score -4206704 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -4206858.500000 Penalty: 5138.557129
	Iteration 72Q: 3 clusters Score -4206858 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -4207082.000000 Penalty: 5138.557129
	Iteration 73Q: 3 clusters Score -4207082 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -4207354.500000 Penalty: 5138.557129
	Iteration 74Q: 3 clusters Score -4207354 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -4207677.000000 Penalty: 5138.557129
	Iteration 75Q: 3 clusters Score -4207677 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -4207929.000000 Penalty: 5138.557129
	Iteration 76Q: 3 clusters Score -4207929 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -4208077.500000 Penalty: 5138.557129
	Iteration 77Q: 3 clusters Score -4208078 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -4208140.500000 Penalty: 5138.557129
	Iteration 78Q: 3 clusters Score -4208140 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -4208158.500000 Penalty: 5138.557129
	Iteration 79Q: 3 clusters Score -4208158 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -4208189.000000 Penalty: 5138.557129
	Iteration 80F: 3 clusters Score -4208189 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -4208196.000000 Penalty: 5138.557129
	Iteration 81Q: 3 clusters Score -4208196 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -4208192.500000 Penalty: 5138.557129
	Iteration 82Q: 3 clusters Score -4208192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -4208201.000000 Penalty: 5138.557129
	Iteration 83Q: 3 clusters Score -4208201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -4208202.000000 Penalty: 5138.557129
	Iteration 84Q: 3 clusters Score -4208202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -4208201.000000 Penalty: 5138.557129
	Iteration 85Q: 3 clusters Score -4208201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -4208203.000000 Penalty: 5138.557129
	Iteration 86Q: 3 clusters Score -4208203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -4208193.000000 Penalty: 5138.557129
	Iteration 87Q: 3 clusters Score -4208193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -4208197.500000 Penalty: 5138.557129
	Iteration 88Q: 3 clusters Score -4208198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -4208201.000000 Penalty: 5138.557129
	Iteration 89Q: 3 clusters Score -4208201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -4208203.000000 Penalty: 5138.557129
	Iteration 90Q: 3 clusters Score -4208203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -4208203.000000 Penalty: 5138.557129
	Iteration 91F: 3 clusters Score -4208203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 116268 members 
Mstep: Class 3 contains 963 members 
Mstep: Class 4 contains 42543 members 
Mstep: Class 5 contains 7946 members 
Mstep: Class 6 contains 46154 members 
Mstep: Class 7 contains 11056 members 
Mstep: Class 8 contains 37938 members 
Mstep: Class 9 contains 48107 members 
Mstep: Class 10 contains 15499 members 
Mstep: Class 11 contains 32050 members 
Mstep: Class 12 contains 15984 members 
Mstep: Class 13 contains 169168 members 
Mstep: Class 14 contains 86992 members 
Mstep: Class 15 contains 16533 members 
Mstep: Class 16 contains 59767 members 
Mstep: Class 17 contains 160146 members 
Mstep: Class 18 contains 27198 members 
Mstep: Class 19 contains 8422 members 
Mstep: Class 20 contains 1701 members 
Mstep: Class 21 contains 114883 members 
Mstep: Class 22 contains 557 members 
Mstep: Class 23 contains 1870 members 
Mstep: Class 24 contains 10544 members 
Mstep: Class 25 contains 5349 members 
Mstep: Class 26 contains 6330 members 
Mstep: Class 27 contains 4373 members 
Entering Unmasked Estep 
Score: -142860608.000000 Penalty: 92857.703125
Splitting cluster 18 changes total score from -142845200.000000 to -142860608.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (8422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Entering Unmasked Estep 
Score: -1130662.000000 Penalty: 2241.573486
	Iteration 0F: 2 clusters Score -1130662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1123928.625000 Penalty: 4483.146973
	Iteration 0F: 3 clusters Score -1123929 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1125946.625000 Penalty: 4483.146973
	Iteration 1F: 3 clusters Score -1125947 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1126406.500000 Penalty: 4483.146973
	Iteration 2F: 3 clusters Score -1126406 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1126830.125000 Penalty: 4483.146973
	Iteration 3F: 3 clusters Score -1126830 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1127287.500000 Penalty: 4483.146973
	Iteration 4F: 3 clusters Score -1127288 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1127734.000000 Penalty: 4483.146973
	Iteration 5F: 3 clusters Score -1127734 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1128043.375000 Penalty: 4483.146973
	Iteration 6F: 3 clusters Score -1128043 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1128224.375000 Penalty: 4483.146973
	Iteration 7Q: 3 clusters Score -1128224 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1128351.750000 Penalty: 4483.146973
	Iteration 8Q: 3 clusters Score -1128352 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1128447.375000 Penalty: 4483.146973
	Iteration 9Q: 3 clusters Score -1128447 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1128528.875000 Penalty: 4483.146973
	Iteration 10Q: 3 clusters Score -1128529 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1128612.125000 Penalty: 4483.146973
	Iteration 11Q: 3 clusters Score -1128612 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1128704.125000 Penalty: 4483.146973
	Iteration 12Q: 3 clusters Score -1128704 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1128781.875000 Penalty: 4483.146973
	Iteration 13Q: 3 clusters Score -1128782 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1128858.875000 Penalty: 4483.146973
	Iteration 14Q: 3 clusters Score -1128859 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1128932.750000 Penalty: 4483.146973
	Iteration 15Q: 3 clusters Score -1128933 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1128991.250000 Penalty: 4483.146973
	Iteration 16Q: 3 clusters Score -1128991 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1129067.125000 Penalty: 4483.146973
	Iteration 17Q: 3 clusters Score -1129067 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1129142.750000 Penalty: 4483.146973
	Iteration 18Q: 3 clusters Score -1129143 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1129235.375000 Penalty: 4483.146973
	Iteration 19Q: 3 clusters Score -1129235 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1129349.875000 Penalty: 4483.146973
	Iteration 20F: 3 clusters Score -1129350 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1129502.125000 Penalty: 4483.146973
	Iteration 21Q: 3 clusters Score -1129502 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1129603.375000 Penalty: 4483.146973
	Iteration 22Q: 3 clusters Score -1129603 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1129685.750000 Penalty: 4483.146973
	Iteration 23Q: 3 clusters Score -1129686 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1129743.625000 Penalty: 4483.146973
	Iteration 24Q: 3 clusters Score -1129744 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1129789.500000 Penalty: 4483.146973
	Iteration 25Q: 3 clusters Score -1129790 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1129834.875000 Penalty: 4483.146973
	Iteration 26Q: 3 clusters Score -1129835 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1129880.250000 Penalty: 4483.146973
	Iteration 27Q: 3 clusters Score -1129880 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1129942.500000 Penalty: 4483.146973
	Iteration 28Q: 3 clusters Score -1129942 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1130063.125000 Penalty: 4483.146973
	Iteration 29Q: 3 clusters Score -1130063 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1130314.500000 Penalty: 4483.146973
	Iteration 30Q: 3 clusters Score -1130314 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1130654.000000 Penalty: 4483.146973
	Iteration 31Q: 3 clusters Score -1130654 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1130833.625000 Penalty: 4483.146973
	Iteration 32Q: 3 clusters Score -1130834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1130861.875000 Penalty: 4483.146973
	Iteration 33Q: 3 clusters Score -1130862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1130867.375000 Penalty: 4483.146973
	Iteration 34Q: 3 clusters Score -1130867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1130875.250000 Penalty: 4483.146973
	Iteration 35Q: 3 clusters Score -1130875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1130876.750000 Penalty: 4483.146973
	Iteration 36Q: 3 clusters Score -1130877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1130878.000000 Penalty: 4483.146973
	Iteration 37Q: 3 clusters Score -1130878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1130879.625000 Penalty: 4483.146973
	Iteration 38Q: 3 clusters Score -1130880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1130881.375000 Penalty: 4483.146973
	Iteration 39Q: 3 clusters Score -1130881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1130881.625000 Penalty: 4483.146973
	Iteration 40F: 3 clusters Score -1130882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1130883.250000 Penalty: 4483.146973
	Iteration 41Q: 3 clusters Score -1130883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1130883.250000 Penalty: 4483.146973
	Iteration 42F: 3 clusters Score -1130883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 116268 members 
Mstep: Class 3 contains 963 members 
Mstep: Class 4 contains 42543 members 
Mstep: Class 5 contains 7946 members 
Mstep: Class 6 contains 46154 members 
Mstep: Class 7 contains 11056 members 
Mstep: Class 8 contains 37938 members 
Mstep: Class 9 contains 48107 members 
Mstep: Class 10 contains 15499 members 
Mstep: Class 11 contains 32050 members 
Mstep: Class 12 contains 15984 members 
Mstep: Class 13 contains 169168 members 
Mstep: Class 14 contains 86992 members 
Mstep: Class 15 contains 16533 members 
Mstep: Class 16 contains 59767 members 
Mstep: Class 17 contains 160146 members 
Mstep: Class 18 contains 27198 members 
Mstep: Class 19 contains 1700 members 
Mstep: Class 20 contains 1701 members 
Mstep: Class 21 contains 114883 members 
Mstep: Class 22 contains 557 members 
Mstep: Class 23 contains 1870 members 
Mstep: Class 24 contains 10544 members 
Mstep: Class 25 contains 5349 members 
Mstep: Class 26 contains 6330 members 
Mstep: Class 27 contains 4373 members 
Mstep: Class 28 contains 6722 members 
Entering Unmasked Estep 
Score: -142859344.000000 Penalty: 96296.875000
Splitting cluster 19 changes total score from -142845200.000000 to -142859344.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -217837.093750 Penalty: 1844.864990
	Iteration 0F: 2 clusters Score -217837.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -215473.171875 Penalty: 3689.729980
	Iteration 0F: 3 clusters Score -215473.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -216125.296875 Penalty: 3689.729980
	Iteration 1F: 3 clusters Score -216125.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -217070.375000 Penalty: 3689.729980
	Iteration 2F: 3 clusters Score -217070.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -218407.734375 Penalty: 3689.729980
	Iteration 3F: 3 clusters Score -218407.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -219034.640625 Penalty: 3689.729980
	Iteration 4F: 3 clusters Score -219034.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -219470.171875 Penalty: 3689.729980
	Iteration 5Q: 3 clusters Score -219470.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -219520.140625 Penalty: 3689.729980
	Iteration 6Q: 3 clusters Score -219520.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -219535.562500 Penalty: 3689.729980
	Iteration 7Q: 3 clusters Score -219535.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -219554.781250 Penalty: 3689.729980
	Iteration 8Q: 3 clusters Score -219554.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -219573.375000 Penalty: 3689.729980
	Iteration 9Q: 3 clusters Score -219573.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -219588.500000 Penalty: 3689.729980
	Iteration 10Q: 3 clusters Score -219588.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -219610.031250 Penalty: 3689.729980
	Iteration 11Q: 3 clusters Score -219610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -219651.000000 Penalty: 3689.729980
	Iteration 12Q: 3 clusters Score -219651 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -219733.546875 Penalty: 3689.729980
	Iteration 13Q: 3 clusters Score -219733.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -219891.171875 Penalty: 3689.729980
	Iteration 14Q: 3 clusters Score -219891.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -220074.812500 Penalty: 3689.729980
	Iteration 15Q: 3 clusters Score -220074.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -220144.390625 Penalty: 3689.729980
	Iteration 16Q: 3 clusters Score -220144.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -220169.421875 Penalty: 3689.729980
	Iteration 17Q: 3 clusters Score -220169.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -220195.375000 Penalty: 3689.729980
	Iteration 18Q: 3 clusters Score -220195.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -220219.156250 Penalty: 3689.729980
	Iteration 19Q: 3 clusters Score -220219.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -220224.906250 Penalty: 3689.729980
	Iteration 20F: 3 clusters Score -220224.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -220231.203125 Penalty: 3689.729980
	Iteration 21Q: 3 clusters Score -220231.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -220233.281250 Penalty: 3689.729980
	Iteration 22Q: 3 clusters Score -220233.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -220234.953125 Penalty: 3689.729980
	Iteration 23Q: 3 clusters Score -220235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -220239.093750 Penalty: 3689.729980
	Iteration 24Q: 3 clusters Score -220239.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -220239.093750 Penalty: 3689.729980
	Iteration 25F: 3 clusters Score -220239.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 116268 members 
Mstep: Class 3 contains 963 members 
Mstep: Class 4 contains 42543 members 
Mstep: Class 5 contains 7946 members 
Mstep: Class 6 contains 46154 members 
Mstep: Class 7 contains 11056 members 
Mstep: Class 8 contains 37938 members 
Mstep: Class 9 contains 48107 members 
Mstep: Class 10 contains 15499 members 
Mstep: Class 11 contains 32050 members 
Mstep: Class 12 contains 15984 members 
Mstep: Class 13 contains 169168 members 
Mstep: Class 14 contains 86992 members 
Mstep: Class 15 contains 16533 members 
Mstep: Class 16 contains 59767 members 
Mstep: Class 17 contains 160146 members 
Mstep: Class 18 contains 27198 members 
Mstep: Class 19 contains 1700 members 
Mstep: Class 20 contains 928 members 
Mstep: Class 21 contains 114883 members 
Mstep: Class 22 contains 557 members 
Mstep: Class 23 contains 1870 members 
Mstep: Class 24 contains 10544 members 
Mstep: Class 25 contains 5349 members 
Mstep: Class 26 contains 6330 members 
Mstep: Class 27 contains 4373 members 
Mstep: Class 28 contains 6722 members 
Mstep: Class 29 contains 773 members 
Entering Unmasked Estep 
Score: -142860272.000000 Penalty: 99736.046875
Splitting cluster 20 changes total score from -142845200.000000 to -142860272.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 116268 members 
Mstep: Class 3 contains 963 members 
Mstep: Class 4 contains 42543 members 
Mstep: Class 5 contains 7946 members 
Mstep: Class 6 contains 46154 members 
Mstep: Class 7 contains 11056 members 
Mstep: Class 8 contains 37938 members 
Mstep: Class 9 contains 48107 members 
Mstep: Class 11 contains 32050 members 
Mstep: Class 12 contains 15984 members 
Mstep: Class 13 contains 169168 members 
Mstep: Class 14 contains 86992 members 
Mstep: Class 15 contains 16533 members 
Mstep: Class 16 contains 59767 members 
Mstep: Class 17 contains 160146 members 
Mstep: Class 18 contains 27198 members 
Mstep: Class 19 contains 1700 members 
Mstep: Class 20 contains 928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142881616.000000 Penalty: 99736.046875
Iteration 39Q: 30 clusters Score -1.428816e+08 nChanged 47515
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 131698 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 42898 members 
Mstep: Class 5 contains 8598 members 
Mstep: Class 6 contains 47417 members 
Mstep: Class 7 contains 11583 members 
Mstep: Class 8 contains 38252 members 
Mstep: Class 9 contains 48171 members 
Mstep: Class 10 contains 15292 members 
Mstep: Class 11 contains 31608 members 
Mstep: Class 12 contains 16286 members 
Mstep: Class 13 contains 163528 members 
Mstep: Class 14 contains 85862 members 
Mstep: Class 15 contains 16231 members 
Mstep: Class 16 contains 60821 members 
Mstep: Class 17 contains 154295 members 
Mstep: Class 18 contains 27515 members 
Mstep: Class 19 contains 2257 members 
Mstep: Class 20 contains 928 members 
Mstep: Class 21 contains 108257 members 
Mstep: Class 22 contains 559 members 
Mstep: Class 23 contains 1879 members 
Mstep: Class 24 contains 10380 members 
Mstep: Class 25 contains 5150 members 
Mstep: Class 26 contains 6171 members 
Mstep: Class 27 contains 4235 members 
Mstep: Class 28 contains 6477 members 
Mstep: Class 29 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142899296.000000 Penalty: 99736.046875
Iteration 40F: 30 clusters Score -1.428993e+08 nChanged 33539
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 142354 members 
Mstep: Class 3 contains 962 members 
Mstep: Class 4 contains 42922 members 
Mstep: Class 5 contains 8777 members 
Mstep: Class 6 contains 47500 members 
Mstep: Class 7 contains 11540 members 
Mstep: Class 8 contains 37869 members 
Mstep: Class 9 contains 47835 members 
Mstep: Class 10 contains 15271 members 
Mstep: Class 11 contains 31112 members 
Mstep: Class 12 contains 17184 members 
Mstep: Class 13 contains 158717 members 
Mstep: Class 14 contains 84378 members 
Mstep: Class 15 contains 16380 members 
Mstep: Class 16 contains 61350 members 
Mstep: Class 17 contains 146862 members 
Mstep: Class 18 contains 27491 members 
Mstep: Class 19 contains 2686 members 
Mstep: Class 20 contains 929 members 
Mstep: Class 21 contains 108801 members 
Mstep: Class 22 contains 597 members 
Mstep: Class 23 contains 2097 members 
Mstep: Class 24 contains 10783 members 
Mstep: Class 25 contains 5349 members 
Mstep: Class 26 contains 6409 members 
Mstep: Class 27 contains 4496 members 
Mstep: Class 28 contains 6439 members 
Mstep: Class 29 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142909952.000000 Penalty: 99736.046875
Iteration 41Q: 30 clusters Score -1.4291e+08 nChanged 29852
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 153405 members 
Mstep: Class 3 contains 962 members 
Mstep: Class 4 contains 42863 members 
Mstep: Class 5 contains 8924 members 
Mstep: Class 6 contains 47404 members 
Mstep: Class 7 contains 11481 members 
Mstep: Class 8 contains 37650 members 
Mstep: Class 9 contains 47478 members 
Mstep: Class 10 contains 15262 members 
Mstep: Class 11 contains 30635 members 
Mstep: Class 12 contains 17861 members 
Mstep: Class 13 contains 153420 members 
Mstep: Class 14 contains 82963 members 
Mstep: Class 15 contains 16489 members 
Mstep: Class 16 contains 61681 members 
Mstep: Class 17 contains 139119 members 
Mstep: Class 18 contains 27576 members 
Mstep: Class 19 contains 3016 members 
Mstep: Class 20 contains 931 members 
Mstep: Class 21 contains 110736 members 
Mstep: Class 22 contains 611 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 11103 members 
Mstep: Class 25 contains 5496 members 
Mstep: Class 26 contains 6527 members 
Mstep: Class 27 contains 4674 members 
Mstep: Class 28 contains 6429 members 
Mstep: Class 29 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142916320.000000 Penalty: 99736.046875
Iteration 42Q: 30 clusters Score -1.429163e+08 nChanged 31685
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 165562 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 42699 members 
Mstep: Class 5 contains 9043 members 
Mstep: Class 6 contains 47093 members 
Mstep: Class 7 contains 11409 members 
Mstep: Class 8 contains 37496 members 
Mstep: Class 9 contains 47110 members 
Mstep: Class 10 contains 15251 members 
Mstep: Class 11 contains 30077 members 
Mstep: Class 12 contains 18359 members 
Mstep: Class 13 contains 146787 members 
Mstep: Class 14 contains 81642 members 
Mstep: Class 15 contains 16667 members 
Mstep: Class 16 contains 61836 members 
Mstep: Class 17 contains 131066 members 
Mstep: Class 18 contains 27630 members 
Mstep: Class 19 contains 3307 members 
Mstep: Class 20 contains 932 members 
Mstep: Class 21 contains 114011 members 
Mstep: Class 22 contains 616 members 
Mstep: Class 23 contains 2359 members 
Mstep: Class 24 contains 11438 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 6601 members 
Mstep: Class 27 contains 4791 members 
Mstep: Class 28 contains 6428 members 
Mstep: Class 29 contains 1054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142921904.000000 Penalty: 99736.046875
Iteration 43Q: 30 clusters Score -1.429219e+08 nChanged 34577
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 178150 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 42443 members 
Mstep: Class 5 contains 9158 members 
Mstep: Class 6 contains 46789 members 
Mstep: Class 7 contains 11357 members 
Mstep: Class 8 contains 37376 members 
Mstep: Class 9 contains 46743 members 
Mstep: Class 10 contains 15235 members 
Mstep: Class 11 contains 29550 members 
Mstep: Class 12 contains 18741 members 
Mstep: Class 13 contains 138799 members 
Mstep: Class 14 contains 80408 members 
Mstep: Class 15 contains 16901 members 
Mstep: Class 16 contains 61862 members 
Mstep: Class 17 contains 122853 members 
Mstep: Class 18 contains 27676 members 
Mstep: Class 19 contains 3587 members 
Mstep: Class 20 contains 935 members 
Mstep: Class 21 contains 118663 members 
Mstep: Class 22 contains 619 members 
Mstep: Class 23 contains 2455 members 
Mstep: Class 24 contains 11732 members 
Mstep: Class 25 contains 5796 members 
Mstep: Class 26 contains 6654 members 
Mstep: Class 27 contains 4863 members 
Mstep: Class 28 contains 6429 members 
Mstep: Class 29 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142926784.000000 Penalty: 99736.046875
Iteration 44Q: 30 clusters Score -1.429268e+08 nChanged 36091
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 189486 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 42173 members 
Mstep: Class 5 contains 9242 members 
Mstep: Class 6 contains 46517 members 
Mstep: Class 7 contains 11296 members 
Mstep: Class 8 contains 37264 members 
Mstep: Class 9 contains 46388 members 
Mstep: Class 10 contains 15217 members 
Mstep: Class 11 contains 29024 members 
Mstep: Class 12 contains 18971 members 
Mstep: Class 13 contains 130331 members 
Mstep: Class 14 contains 79300 members 
Mstep: Class 15 contains 17134 members 
Mstep: Class 16 contains 61908 members 
Mstep: Class 17 contains 115160 members 
Mstep: Class 18 contains 27710 members 
Mstep: Class 19 contains 3836 members 
Mstep: Class 20 contains 940 members 
Mstep: Class 21 contains 124704 members 
Mstep: Class 22 contains 619 members 
Mstep: Class 23 contains 2515 members 
Mstep: Class 24 contains 11985 members 
Mstep: Class 25 contains 5960 members 
Mstep: Class 26 contains 6691 members 
Mstep: Class 27 contains 4922 members 
Mstep: Class 28 contains 6426 members 
Mstep: Class 29 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142927152.000000 Penalty: 99736.046875
Iteration 45Q: 30 clusters Score -1.429272e+08 nChanged 35451
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 197397 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 41898 members 
Mstep: Class 5 contains 9303 members 
Mstep: Class 6 contains 46277 members 
Mstep: Class 7 contains 11190 members 
Mstep: Class 8 contains 37195 members 
Mstep: Class 9 contains 46251 members 
Mstep: Class 10 contains 15179 members 
Mstep: Class 11 contains 28455 members 
Mstep: Class 12 contains 19179 members 
Mstep: Class 13 contains 122646 members 
Mstep: Class 14 contains 78436 members 
Mstep: Class 15 contains 17331 members 
Mstep: Class 16 contains 61997 members 
Mstep: Class 17 contains 109010 members 
Mstep: Class 18 contains 27731 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 947 members 
Mstep: Class 21 contains 131559 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 2565 members 
Mstep: Class 24 contains 12245 members 
Mstep: Class 25 contains 6118 members 
Mstep: Class 26 contains 6721 members 
Mstep: Class 27 contains 4962 members 
Mstep: Class 28 contains 6419 members 
Mstep: Class 29 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142925232.000000 Penalty: 99736.046875
Iteration 46Q: 30 clusters Score -1.429252e+08 nChanged 30733
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 199033 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 41649 members 
Mstep: Class 5 contains 9347 members 
Mstep: Class 6 contains 46144 members 
Mstep: Class 7 contains 11089 members 
Mstep: Class 8 contains 37121 members 
Mstep: Class 9 contains 46208 members 
Mstep: Class 10 contains 15135 members 
Mstep: Class 11 contains 28047 members 
Mstep: Class 12 contains 19450 members 
Mstep: Class 13 contains 117436 members 
Mstep: Class 14 contains 77767 members 
Mstep: Class 15 contains 17553 members 
Mstep: Class 16 contains 62181 members 
Mstep: Class 17 contains 105117 members 
Mstep: Class 18 contains 27820 members 
Mstep: Class 19 contains 4238 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 139204 members 
Mstep: Class 22 contains 621 members 
Mstep: Class 23 contains 2617 members 
Mstep: Class 24 contains 12483 members 
Mstep: Class 25 contains 6251 members 
Mstep: Class 26 contains 6743 members 
Mstep: Class 27 contains 4999 members 
Mstep: Class 28 contains 6419 members 
Mstep: Class 29 contains 1153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142924624.000000 Penalty: 99736.046875
Iteration 47Q: 30 clusters Score -1.429246e+08 nChanged 25947
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 195701 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 41479 members 
Mstep: Class 5 contains 9383 members 
Mstep: Class 6 contains 46109 members 
Mstep: Class 7 contains 10967 members 
Mstep: Class 8 contains 37098 members 
Mstep: Class 9 contains 46163 members 
Mstep: Class 10 contains 15120 members 
Mstep: Class 11 contains 27753 members 
Mstep: Class 12 contains 19804 members 
Mstep: Class 13 contains 114539 members 
Mstep: Class 14 contains 77368 members 
Mstep: Class 15 contains 17750 members 
Mstep: Class 16 contains 62265 members 
Mstep: Class 17 contains 102735 members 
Mstep: Class 18 contains 27884 members 
Mstep: Class 19 contains 4417 members 
Mstep: Class 20 contains 978 members 
Mstep: Class 21 contains 147535 members 
Mstep: Class 22 contains 625 members 
Mstep: Class 23 contains 2661 members 
Mstep: Class 24 contains 12708 members 
Mstep: Class 25 contains 6361 members 
Mstep: Class 26 contains 6759 members 
Mstep: Class 27 contains 5013 members 
Mstep: Class 28 contains 6418 members 
Mstep: Class 29 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142923664.000000 Penalty: 99736.046875
Iteration 48Q: 30 clusters Score -1.429237e+08 nChanged 24389
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 189475 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 41348 members 
Mstep: Class 5 contains 9410 members 
Mstep: Class 6 contains 46128 members 
Mstep: Class 7 contains 10876 members 
Mstep: Class 8 contains 37088 members 
Mstep: Class 9 contains 46021 members 
Mstep: Class 10 contains 15111 members 
Mstep: Class 11 contains 27581 members 
Mstep: Class 12 contains 20182 members 
Mstep: Class 13 contains 112675 members 
Mstep: Class 14 contains 77067 members 
Mstep: Class 15 contains 17992 members 
Mstep: Class 16 contains 62356 members 
Mstep: Class 17 contains 101028 members 
Mstep: Class 18 contains 27904 members 
Mstep: Class 19 contains 4571 members 
Mstep: Class 20 contains 982 members 
Mstep: Class 21 contains 156814 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 2685 members 
Mstep: Class 24 contains 12923 members 
Mstep: Class 25 contains 6452 members 
Mstep: Class 26 contains 6769 members 
Mstep: Class 27 contains 5030 members 
Mstep: Class 28 contains 6423 members 
Mstep: Class 29 contains 1212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142924112.000000 Penalty: 99736.046875
Iteration 49Q: 30 clusters Score -1.429241e+08 nChanged 22393
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 181835 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 41235 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 46145 members 
Mstep: Class 7 contains 10792 members 
Mstep: Class 8 contains 37095 members 
Mstep: Class 9 contains 45854 members 
Mstep: Class 10 contains 15111 members 
Mstep: Class 11 contains 27427 members 
Mstep: Class 12 contains 20520 members 
Mstep: Class 13 contains 111508 members 
Mstep: Class 14 contains 76822 members 
Mstep: Class 15 contains 18182 members 
Mstep: Class 16 contains 62268 members 
Mstep: Class 17 contains 99872 members 
Mstep: Class 18 contains 27975 members 
Mstep: Class 19 contains 4711 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 166454 members 
Mstep: Class 22 contains 631 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 13116 members 
Mstep: Class 25 contains 6535 members 
Mstep: Class 26 contains 6775 members 
Mstep: Class 27 contains 5059 members 
Mstep: Class 28 contains 6427 members 
Mstep: Class 29 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142924352.000000 Penalty: 99736.046875
Iteration 50Q: 30 clusters Score -1.429244e+08 nChanged 21192
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 173556 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 41163 members 
Mstep: Class 5 contains 9451 members 
Mstep: Class 6 contains 46153 members 
Mstep: Class 7 contains 10670 members 
Mstep: Class 8 contains 37102 members 
Mstep: Class 9 contains 45727 members 
Mstep: Class 10 contains 15128 members 
Mstep: Class 11 contains 27258 members 
Mstep: Class 12 contains 20855 members 
Mstep: Class 13 contains 110589 members 
Mstep: Class 14 contains 76624 members 
Mstep: Class 15 contains 18400 members 
Mstep: Class 16 contains 62077 members 
Mstep: Class 17 contains 99059 members 
Mstep: Class 18 contains 28061 members 
Mstep: Class 19 contains 4841 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 176138 members 
Mstep: Class 22 contains 634 members 
Mstep: Class 23 contains 2734 members 
Mstep: Class 24 contains 13322 members 
Mstep: Class 25 contains 6623 members 
Mstep: Class 26 contains 6785 members 
Mstep: Class 27 contains 5079 members 
Mstep: Class 28 contains 6427 members 
Mstep: Class 29 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142925648.000000 Penalty: 99736.046875
Iteration 51Q: 30 clusters Score -1.429256e+08 nChanged 19965
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 165416 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 41131 members 
Mstep: Class 5 contains 9454 members 
Mstep: Class 6 contains 46149 members 
Mstep: Class 7 contains 10550 members 
Mstep: Class 8 contains 37098 members 
Mstep: Class 9 contains 45581 members 
Mstep: Class 10 contains 15134 members 
Mstep: Class 11 contains 27173 members 
Mstep: Class 12 contains 21172 members 
Mstep: Class 13 contains 109772 members 
Mstep: Class 14 contains 76541 members 
Mstep: Class 15 contains 18651 members 
Mstep: Class 16 contains 61861 members 
Mstep: Class 17 contains 98474 members 
Mstep: Class 18 contains 28169 members 
Mstep: Class 19 contains 4945 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 185225 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 2754 members 
Mstep: Class 24 contains 13523 members 
Mstep: Class 25 contains 6724 members 
Mstep: Class 26 contains 6794 members 
Mstep: Class 27 contains 5073 members 
Mstep: Class 28 contains 6423 members 
Mstep: Class 29 contains 1278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142924464.000000 Penalty: 99736.046875
Iteration 52Q: 30 clusters Score -1.429245e+08 nChanged 19526
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 157011 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 41098 members 
Mstep: Class 5 contains 9471 members 
Mstep: Class 6 contains 46161 members 
Mstep: Class 7 contains 10444 members 
Mstep: Class 8 contains 37094 members 
Mstep: Class 9 contains 45488 members 
Mstep: Class 10 contains 15179 members 
Mstep: Class 11 contains 27151 members 
Mstep: Class 12 contains 21524 members 
Mstep: Class 13 contains 108960 members 
Mstep: Class 14 contains 76472 members 
Mstep: Class 15 contains 18886 members 
Mstep: Class 16 contains 61677 members 
Mstep: Class 17 contains 98027 members 
Mstep: Class 18 contains 28239 members 
Mstep: Class 19 contains 5057 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 194245 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 2772 members 
Mstep: Class 24 contains 13712 members 
Mstep: Class 25 contains 6807 members 
Mstep: Class 26 contains 6800 members 
Mstep: Class 27 contains 5078 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142925664.000000 Penalty: 99736.046875
Iteration 53Q: 30 clusters Score -1.429257e+08 nChanged 17758
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 149206 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 41004 members 
Mstep: Class 5 contains 9461 members 
Mstep: Class 6 contains 46185 members 
Mstep: Class 7 contains 10342 members 
Mstep: Class 8 contains 37072 members 
Mstep: Class 9 contains 45381 members 
Mstep: Class 10 contains 15202 members 
Mstep: Class 11 contains 27139 members 
Mstep: Class 12 contains 21865 members 
Mstep: Class 13 contains 108344 members 
Mstep: Class 14 contains 76401 members 
Mstep: Class 15 contains 19064 members 
Mstep: Class 16 contains 61492 members 
Mstep: Class 17 contains 97665 members 
Mstep: Class 18 contains 28365 members 
Mstep: Class 19 contains 5135 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 202539 members 
Mstep: Class 22 contains 637 members 
Mstep: Class 23 contains 2779 members 
Mstep: Class 24 contains 13906 members 
Mstep: Class 25 contains 6886 members 
Mstep: Class 26 contains 6806 members 
Mstep: Class 27 contains 5085 members 
Mstep: Class 28 contains 6412 members 
Mstep: Class 29 contains 1288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142924960.000000 Penalty: 99736.046875
Iteration 54Q: 30 clusters Score -1.42925e+08 nChanged 15170
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 142952 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 40922 members 
Mstep: Class 5 contains 9438 members 
Mstep: Class 6 contains 46156 members 
Mstep: Class 7 contains 10255 members 
Mstep: Class 8 contains 37070 members 
Mstep: Class 9 contains 45267 members 
Mstep: Class 10 contains 15246 members 
Mstep: Class 11 contains 27154 members 
Mstep: Class 12 contains 22235 members 
Mstep: Class 13 contains 108016 members 
Mstep: Class 14 contains 76319 members 
Mstep: Class 15 contains 19242 members 
Mstep: Class 16 contains 61137 members 
Mstep: Class 17 contains 97554 members 
Mstep: Class 18 contains 28518 members 
Mstep: Class 19 contains 5205 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 208888 members 
Mstep: Class 22 contains 639 members 
Mstep: Class 23 contains 2790 members 
Mstep: Class 24 contains 14088 members 
Mstep: Class 25 contains 6954 members 
Mstep: Class 26 contains 6809 members 
Mstep: Class 27 contains 5086 members 
Mstep: Class 28 contains 6411 members 
Mstep: Class 29 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142923200.000000 Penalty: 99736.046875
Iteration 55Q: 30 clusters Score -1.429232e+08 nChanged 12683
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 138243 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 40930 members 
Mstep: Class 5 contains 9398 members 
Mstep: Class 6 contains 46204 members 
Mstep: Class 7 contains 10172 members 
Mstep: Class 8 contains 37062 members 
Mstep: Class 9 contains 45126 members 
Mstep: Class 10 contains 15273 members 
Mstep: Class 11 contains 27229 members 
Mstep: Class 12 contains 22701 members 
Mstep: Class 13 contains 107888 members 
Mstep: Class 14 contains 76377 members 
Mstep: Class 15 contains 19381 members 
Mstep: Class 16 contains 60667 members 
Mstep: Class 17 contains 97857 members 
Mstep: Class 18 contains 28670 members 
Mstep: Class 19 contains 5264 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 212815 members 
Mstep: Class 22 contains 643 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 14270 members 
Mstep: Class 25 contains 7018 members 
Mstep: Class 26 contains 6816 members 
Mstep: Class 27 contains 5098 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1304 members 
Entering Unmasked Estep 
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Score: -142922032.000000 Penalty: 99736.046875
Iteration 56Q: 30 clusters Score -1.42922e+08 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 134453 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 41010 members 
Mstep: Class 5 contains 9368 members 
Mstep: Class 6 contains 46310 members 
Mstep: Class 7 contains 10124 members 
Mstep: Class 8 contains 37013 members 
Mstep: Class 9 contains 44907 members 
Mstep: Class 10 contains 15296 members 
Mstep: Class 11 contains 27326 members 
Mstep: Class 12 contains 23240 members 
Mstep: Class 13 contains 107900 members 
Mstep: Class 14 contains 76529 members 
Mstep: Class 15 contains 19509 members 
Mstep: Class 16 contains 60253 members 
Mstep: Class 17 contains 98360 members 
Mstep: Class 18 contains 28810 members 
Mstep: Class 19 contains 5324 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 215228 members 
Mstep: Class 22 contains 644 members 
Mstep: Class 23 contains 2813 members 
Mstep: Class 24 contains 14439 members 
Mstep: Class 25 contains 7104 members 
Mstep: Class 26 contains 6813 members 
Mstep: Class 27 contains 5108 members 
Mstep: Class 28 contains 6400 members 
Mstep: Class 29 contains 1309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142921888.000000 Penalty: 99736.046875
Iteration 57Q: 30 clusters Score -1.429219e+08 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 131608 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 41117 members 
Mstep: Class 5 contains 9324 members 
Mstep: Class 6 contains 46444 members 
Mstep: Class 7 contains 10050 members 
Mstep: Class 8 contains 36970 members 
Mstep: Class 9 contains 44637 members 
Mstep: Class 10 contains 15361 members 
Mstep: Class 11 contains 27435 members 
Mstep: Class 12 contains 23768 members 
Mstep: Class 13 contains 108042 members 
Mstep: Class 14 contains 76642 members 
Mstep: Class 15 contains 19633 members 
Mstep: Class 16 contains 59911 members 
Mstep: Class 17 contains 98908 members 
Mstep: Class 18 contains 28966 members 
Mstep: Class 19 contains 5369 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 216498 members 
Mstep: Class 22 contains 645 members 
Mstep: Class 23 contains 2815 members 
Mstep: Class 24 contains 14605 members 
Mstep: Class 25 contains 7168 members 
Mstep: Class 26 contains 6815 members 
Mstep: Class 27 contains 5111 members 
Mstep: Class 28 contains 6395 members 
Mstep: Class 29 contains 1315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142922352.000000 Penalty: 99736.046875
Iteration 58Q: 30 clusters Score -1.429224e+08 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 129212 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 41228 members 
Mstep: Class 5 contains 9246 members 
Mstep: Class 6 contains 46565 members 
Mstep: Class 7 contains 9995 members 
Mstep: Class 8 contains 36937 members 
Mstep: Class 9 contains 44383 members 
Mstep: Class 10 contains 15413 members 
Mstep: Class 11 contains 27511 members 
Mstep: Class 12 contains 24311 members 
Mstep: Class 13 contains 108251 members 
Mstep: Class 14 contains 76753 members 
Mstep: Class 15 contains 19763 members 
Mstep: Class 16 contains 59635 members 
Mstep: Class 17 contains 99410 members 
Mstep: Class 18 contains 29125 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 217296 members 
Mstep: Class 22 contains 648 members 
Mstep: Class 23 contains 2815 members 
Mstep: Class 24 contains 14750 members 
Mstep: Class 25 contains 7219 members 
Mstep: Class 26 contains 6816 members 
Mstep: Class 27 contains 5123 members 
Mstep: Class 28 contains 6395 members 
Mstep: Class 29 contains 1320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142922688.000000 Penalty: 99736.046875
Iteration 59Q: 30 clusters Score -1.429227e+08 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 127227 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 41347 members 
Mstep: Class 5 contains 9183 members 
Mstep: Class 6 contains 46634 members 
Mstep: Class 7 contains 9971 members 
Mstep: Class 8 contains 36886 members 
Mstep: Class 9 contains 44127 members 
Mstep: Class 10 contains 15491 members 
Mstep: Class 11 contains 27591 members 
Mstep: Class 12 contains 24826 members 
Mstep: Class 13 contains 108527 members 
Mstep: Class 14 contains 76856 members 
Mstep: Class 15 contains 19848 members 
Mstep: Class 16 contains 59338 members 
Mstep: Class 17 contains 99910 members 
Mstep: Class 18 contains 29250 members 
Mstep: Class 19 contains 5438 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 217789 members 
Mstep: Class 22 contains 647 members 
Mstep: Class 23 contains 2817 members 
Mstep: Class 24 contains 14864 members 
Mstep: Class 25 contains 7255 members 
Mstep: Class 26 contains 6822 members 
Mstep: Class 27 contains 5137 members 
Mstep: Class 28 contains 6392 members 
Mstep: Class 29 contains 1320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142930160.000000 Penalty: 99736.046875
Iteration 60F: 30 clusters Score -1.429302e+08 nChanged 17436
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 136107 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 41236 members 
Mstep: Class 5 contains 9114 members 
Mstep: Class 6 contains 46622 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 8 contains 36825 members 
Mstep: Class 9 contains 43748 members 
Mstep: Class 10 contains 15619 members 
Mstep: Class 11 contains 27493 members 
Mstep: Class 12 contains 25287 members 
Mstep: Class 13 contains 101488 members 
Mstep: Class 14 contains 76475 members 
Mstep: Class 15 contains 19922 members 
Mstep: Class 16 contains 59051 members 
Mstep: Class 17 contains 98089 members 
Mstep: Class 18 contains 29343 members 
Mstep: Class 19 contains 5535 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 218144 members 
Mstep: Class 22 contains 648 members 
Mstep: Class 23 contains 2819 members 
Mstep: Class 24 contains 14990 members 
Mstep: Class 25 contains 7289 members 
Mstep: Class 26 contains 6831 members 
Mstep: Class 27 contains 5145 members 
Mstep: Class 28 contains 6390 members 
Mstep: Class 29 contains 1328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142928352.000000 Penalty: 99736.046875
Iteration 61Q: 30 clusters Score -1.429284e+08 nChanged 20296
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 143441 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 41195 members 
Mstep: Class 5 contains 9009 members 
Mstep: Class 6 contains 46692 members 
Mstep: Class 7 contains 9911 members 
Mstep: Class 8 contains 36780 members 
Mstep: Class 9 contains 43410 members 
Mstep: Class 10 contains 15775 members 
Mstep: Class 11 contains 27475 members 
Mstep: Class 12 contains 25793 members 
Mstep: Class 13 contains 93800 members 
Mstep: Class 14 contains 76252 members 
Mstep: Class 15 contains 20037 members 
Mstep: Class 16 contains 58999 members 
Mstep: Class 17 contains 96518 members 
Mstep: Class 18 contains 29437 members 
Mstep: Class 19 contains 5630 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 219678 members 
Mstep: Class 22 contains 647 members 
Mstep: Class 23 contains 2823 members 
Mstep: Class 24 contains 15097 members 
Mstep: Class 25 contains 7325 members 
Mstep: Class 26 contains 6836 members 
Mstep: Class 27 contains 5157 members 
Mstep: Class 28 contains 6387 members 
Mstep: Class 29 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142925840.000000 Penalty: 99736.046875
Iteration 62Q: 30 clusters Score -1.429258e+08 nChanged 21299
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 150208 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 41215 members 
Mstep: Class 5 contains 8910 members 
Mstep: Class 6 contains 46863 members 
Mstep: Class 7 contains 9897 members 
Mstep: Class 8 contains 36731 members 
Mstep: Class 9 contains 43107 members 
Mstep: Class 10 contains 15876 members 
Mstep: Class 11 contains 27556 members 
Mstep: Class 12 contains 26421 members 
Mstep: Class 13 contains 85583 members 
Mstep: Class 14 contains 76122 members 
Mstep: Class 15 contains 20227 members 
Mstep: Class 16 contains 59017 members 
Mstep: Class 17 contains 95331 members 
Mstep: Class 18 contains 29572 members 
Mstep: Class 19 contains 5712 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 221312 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 2823 members 
Mstep: Class 24 contains 15183 members 
Mstep: Class 25 contains 7366 members 
Mstep: Class 26 contains 6844 members 
Mstep: Class 27 contains 5171 members 
Mstep: Class 28 contains 6384 members 
Mstep: Class 29 contains 1344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142923680.000000 Penalty: 99736.046875
Iteration 63Q: 30 clusters Score -1.429237e+08 nChanged 21525
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 156699 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 41349 members 
Mstep: Class 5 contains 8824 members 
Mstep: Class 6 contains 47025 members 
Mstep: Class 7 contains 9889 members 
Mstep: Class 8 contains 36685 members 
Mstep: Class 9 contains 42875 members 
Mstep: Class 10 contains 15919 members 
Mstep: Class 11 contains 27772 members 
Mstep: Class 12 contains 27161 members 
Mstep: Class 13 contains 76977 members 
Mstep: Class 14 contains 76132 members 
Mstep: Class 15 contains 20460 members 
Mstep: Class 16 contains 59124 members 
Mstep: Class 17 contains 94497 members 
Mstep: Class 18 contains 29737 members 
Mstep: Class 19 contains 5788 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 222581 members 
Mstep: Class 22 contains 647 members 
Mstep: Class 23 contains 2824 members 
Mstep: Class 24 contains 15260 members 
Mstep: Class 25 contains 7397 members 
Mstep: Class 26 contains 6851 members 
Mstep: Class 27 contains 5188 members 
Mstep: Class 28 contains 6384 members 
Mstep: Class 29 contains 1342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142922368.000000 Penalty: 99736.046875
Iteration 64Q: 30 clusters Score -1.429224e+08 nChanged 20519
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 162422 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 41636 members 
Mstep: Class 5 contains 8757 members 
Mstep: Class 6 contains 47194 members 
Mstep: Class 7 contains 9887 members 
Mstep: Class 8 contains 36628 members 
Mstep: Class 9 contains 42644 members 
Mstep: Class 10 contains 15957 members 
Mstep: Class 11 contains 28089 members 
Mstep: Class 12 contains 27961 members 
Mstep: Class 13 contains 68762 members 
Mstep: Class 14 contains 76252 members 
Mstep: Class 15 contains 20797 members 
Mstep: Class 16 contains 59297 members 
Mstep: Class 17 contains 93834 members 
Mstep: Class 18 contains 29867 members 
Mstep: Class 19 contains 5851 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 223475 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 2817 members 
Mstep: Class 24 contains 15346 members 
Mstep: Class 25 contains 7437 members 
Mstep: Class 26 contains 6858 members 
Mstep: Class 27 contains 5202 members 
Mstep: Class 28 contains 6381 members 
Mstep: Class 29 contains 1345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142920720.000000 Penalty: 99736.046875
Iteration 65Q: 30 clusters Score -1.429207e+08 nChanged 18229
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 166678 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 42058 members 
Mstep: Class 5 contains 8708 members 
Mstep: Class 6 contains 47419 members 
Mstep: Class 7 contains 9896 members 
Mstep: Class 8 contains 36538 members 
Mstep: Class 9 contains 42409 members 
Mstep: Class 10 contains 15979 members 
Mstep: Class 11 contains 28449 members 
Mstep: Class 12 contains 28765 members 
Mstep: Class 13 contains 61806 members 
Mstep: Class 14 contains 76420 members 
Mstep: Class 15 contains 21151 members 
Mstep: Class 16 contains 59496 members 
Mstep: Class 17 contains 93509 members 
Mstep: Class 18 contains 29960 members 
Mstep: Class 19 contains 5917 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 223979 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 2818 members 
Mstep: Class 24 contains 15425 members 
Mstep: Class 25 contains 7465 members 
Mstep: Class 26 contains 6862 members 
Mstep: Class 27 contains 5218 members 
Mstep: Class 28 contains 6380 members 
Mstep: Class 29 contains 1348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142917904.000000 Penalty: 99736.046875
Iteration 66Q: 30 clusters Score -1.429179e+08 nChanged 15111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 168792 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 42506 members 
Mstep: Class 5 contains 8638 members 
Mstep: Class 6 contains 47643 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 8 contains 36452 members 
Mstep: Class 9 contains 42218 members 
Mstep: Class 10 contains 16015 members 
Mstep: Class 11 contains 28857 members 
Mstep: Class 12 contains 29630 members 
Mstep: Class 13 contains 56733 members 
Mstep: Class 14 contains 76644 members 
Mstep: Class 15 contains 21540 members 
Mstep: Class 16 contains 59728 members 
Mstep: Class 17 contains 93418 members 
Mstep: Class 18 contains 30117 members 
Mstep: Class 19 contains 5987 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 224142 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 2811 members 
Mstep: Class 24 contains 15481 members 
Mstep: Class 25 contains 7490 members 
Mstep: Class 26 contains 6866 members 
Mstep: Class 27 contains 5230 members 
Mstep: Class 28 contains 6379 members 
Mstep: Class 29 contains 1349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142917136.000000 Penalty: 99736.046875
Iteration 67Q: 30 clusters Score -1.429171e+08 nChanged 12216
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 169599 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 42959 members 
Mstep: Class 5 contains 8584 members 
Mstep: Class 6 contains 47874 members 
Mstep: Class 7 contains 9973 members 
Mstep: Class 8 contains 36387 members 
Mstep: Class 9 contains 42006 members 
Mstep: Class 10 contains 16047 members 
Mstep: Class 11 contains 29277 members 
Mstep: Class 12 contains 30549 members 
Mstep: Class 13 contains 53053 members 
Mstep: Class 14 contains 76917 members 
Mstep: Class 15 contains 21912 members 
Mstep: Class 16 contains 59976 members 
Mstep: Class 17 contains 93443 members 
Mstep: Class 18 contains 30257 members 
Mstep: Class 19 contains 6044 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 223986 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 15555 members 
Mstep: Class 25 contains 7505 members 
Mstep: Class 26 contains 6870 members 
Mstep: Class 27 contains 5251 members 
Mstep: Class 28 contains 6380 members 
Mstep: Class 29 contains 1346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142917744.000000 Penalty: 99736.046875
Iteration 68Q: 30 clusters Score -1.429177e+08 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 169383 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 43379 members 
Mstep: Class 5 contains 8553 members 
Mstep: Class 6 contains 48121 members 
Mstep: Class 7 contains 9996 members 
Mstep: Class 8 contains 36351 members 
Mstep: Class 9 contains 41804 members 
Mstep: Class 10 contains 16088 members 
Mstep: Class 11 contains 29642 members 
Mstep: Class 12 contains 31478 members 
Mstep: Class 13 contains 50349 members 
Mstep: Class 14 contains 77183 members 
Mstep: Class 15 contains 22322 members 
Mstep: Class 16 contains 60219 members 
Mstep: Class 17 contains 93583 members 
Mstep: Class 18 contains 30364 members 
Mstep: Class 19 contains 6093 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 223797 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 15623 members 
Mstep: Class 25 contains 7529 members 
Mstep: Class 26 contains 6873 members 
Mstep: Class 27 contains 5263 members 
Mstep: Class 28 contains 6379 members 
Mstep: Class 29 contains 1347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142918192.000000 Penalty: 99736.046875
Iteration 69Q: 30 clusters Score -1.429182e+08 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 168417 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 43801 members 
Mstep: Class 5 contains 8515 members 
Mstep: Class 6 contains 48332 members 
Mstep: Class 7 contains 10021 members 
Mstep: Class 8 contains 36305 members 
Mstep: Class 9 contains 41557 members 
Mstep: Class 10 contains 16135 members 
Mstep: Class 11 contains 30013 members 
Mstep: Class 12 contains 32392 members 
Mstep: Class 13 contains 48269 members 
Mstep: Class 14 contains 77437 members 
Mstep: Class 15 contains 22771 members 
Mstep: Class 16 contains 60445 members 
Mstep: Class 17 contains 93854 members 
Mstep: Class 18 contains 30483 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 223685 members 
Mstep: Class 22 contains 648 members 
Mstep: Class 23 contains 2803 members 
Mstep: Class 24 contains 15688 members 
Mstep: Class 25 contains 7555 members 
Mstep: Class 26 contains 6878 members 
Mstep: Class 27 contains 5281 members 
Mstep: Class 28 contains 6379 members 
Mstep: Class 29 contains 1348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142918544.000000 Penalty: 99736.046875
Iteration 70Q: 30 clusters Score -1.429185e+08 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 166981 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 44229 members 
Mstep: Class 5 contains 8484 members 
Mstep: Class 6 contains 48528 members 
Mstep: Class 7 contains 10061 members 
Mstep: Class 8 contains 36248 members 
Mstep: Class 9 contains 41347 members 
Mstep: Class 10 contains 16169 members 
Mstep: Class 11 contains 30371 members 
Mstep: Class 12 contains 33272 members 
Mstep: Class 13 contains 46755 members 
Mstep: Class 14 contains 77617 members 
Mstep: Class 15 contains 23176 members 
Mstep: Class 16 contains 60663 members 
Mstep: Class 17 contains 94169 members 
Mstep: Class 18 contains 30581 members 
Mstep: Class 19 contains 6170 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 223613 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 2802 members 
Mstep: Class 24 contains 15760 members 
Mstep: Class 25 contains 7574 members 
Mstep: Class 26 contains 6882 members 
Mstep: Class 27 contains 5283 members 
Mstep: Class 28 contains 6378 members 
Mstep: Class 29 contains 1352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142918208.000000 Penalty: 99736.046875
Iteration 71Q: 30 clusters Score -1.429182e+08 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 165208 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 44627 members 
Mstep: Class 5 contains 8467 members 
Mstep: Class 6 contains 48704 members 
Mstep: Class 7 contains 10110 members 
Mstep: Class 8 contains 36209 members 
Mstep: Class 9 contains 41132 members 
Mstep: Class 10 contains 16191 members 
Mstep: Class 11 contains 30736 members 
Mstep: Class 12 contains 34072 members 
Mstep: Class 13 contains 45567 members 
Mstep: Class 14 contains 77786 members 
Mstep: Class 15 contains 23568 members 
Mstep: Class 16 contains 60863 members 
Mstep: Class 17 contains 94531 members 
Mstep: Class 18 contains 30666 members 
Mstep: Class 19 contains 6212 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 223643 members 
Mstep: Class 22 contains 650 members 
Mstep: Class 23 contains 2801 members 
Mstep: Class 24 contains 15825 members 
Mstep: Class 25 contains 7604 members 
Mstep: Class 26 contains 6889 members 
Mstep: Class 27 contains 5284 members 
Mstep: Class 28 contains 6378 members 
Mstep: Class 29 contains 1354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142918432.000000 Penalty: 99736.046875
Iteration 72Q: 30 clusters Score -1.429184e+08 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 163193 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 45027 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 48895 members 
Mstep: Class 7 contains 10147 members 
Mstep: Class 8 contains 36187 members 
Mstep: Class 9 contains 40951 members 
Mstep: Class 10 contains 16167 members 
Mstep: Class 11 contains 31079 members 
Mstep: Class 12 contains 34856 members 
Mstep: Class 13 contains 44623 members 
Mstep: Class 14 contains 77971 members 
Mstep: Class 15 contains 23968 members 
Mstep: Class 16 contains 61033 members 
Mstep: Class 17 contains 94912 members 
Mstep: Class 18 contains 30741 members 
Mstep: Class 19 contains 6248 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 223707 members 
Mstep: Class 22 contains 650 members 
Mstep: Class 23 contains 2807 members 
Mstep: Class 24 contains 15883 members 
Mstep: Class 25 contains 7618 members 
Mstep: Class 26 contains 6895 members 
Mstep: Class 27 contains 5289 members 
Mstep: Class 28 contains 6376 members 
Mstep: Class 29 contains 1351 members 
Entering Unmasked Estep 
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Score: -142919760.000000 Penalty: 99736.046875
Iteration 73Q: 30 clusters Score -1.429198e+08 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 161021 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 45441 members 
Mstep: Class 5 contains 8442 members 
Mstep: Class 6 contains 49037 members 
Mstep: Class 7 contains 10199 members 
Mstep: Class 8 contains 36158 members 
Mstep: Class 9 contains 40799 members 
Mstep: Class 10 contains 16136 members 
Mstep: Class 11 contains 31395 members 
Mstep: Class 12 contains 35593 members 
Mstep: Class 13 contains 43862 members 
Mstep: Class 14 contains 78141 members 
Mstep: Class 15 contains 24384 members 
Mstep: Class 16 contains 61176 members 
Mstep: Class 17 contains 95318 members 
Mstep: Class 18 contains 30836 members 
Mstep: Class 19 contains 6270 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 223810 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 15937 members 
Mstep: Class 25 contains 7641 members 
Mstep: Class 26 contains 6898 members 
Mstep: Class 27 contains 5283 members 
Mstep: Class 28 contains 6378 members 
Mstep: Class 29 contains 1352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142919920.000000 Penalty: 99736.046875
Iteration 74Q: 30 clusters Score -1.429199e+08 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 158768 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 45865 members 
Mstep: Class 5 contains 8426 members 
Mstep: Class 6 contains 49182 members 
Mstep: Class 7 contains 10238 members 
Mstep: Class 8 contains 36152 members 
Mstep: Class 9 contains 40664 members 
Mstep: Class 10 contains 16085 members 
Mstep: Class 11 contains 31700 members 
Mstep: Class 12 contains 36306 members 
Mstep: Class 13 contains 43268 members 
Mstep: Class 14 contains 78283 members 
Mstep: Class 15 contains 24785 members 
Mstep: Class 16 contains 61295 members 
Mstep: Class 17 contains 95777 members 
Mstep: Class 18 contains 30922 members 
Mstep: Class 19 contains 6301 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 223886 members 
Mstep: Class 22 contains 643 members 
Mstep: Class 23 contains 2803 members 
Mstep: Class 24 contains 15976 members 
Mstep: Class 25 contains 7656 members 
Mstep: Class 26 contains 6895 members 
Mstep: Class 27 contains 5287 members 
Mstep: Class 28 contains 6379 members 
Mstep: Class 29 contains 1353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142920688.000000 Penalty: 99736.046875
Iteration 75Q: 30 clusters Score -1.429207e+08 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 156456 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 46285 members 
Mstep: Class 5 contains 8403 members 
Mstep: Class 6 contains 49291 members 
Mstep: Class 7 contains 10278 members 
Mstep: Class 8 contains 36131 members 
Mstep: Class 9 contains 40534 members 
Mstep: Class 10 contains 16052 members 
Mstep: Class 11 contains 32043 members 
Mstep: Class 12 contains 36985 members 
Mstep: Class 13 contains 42808 members 
Mstep: Class 14 contains 78417 members 
Mstep: Class 15 contains 25161 members 
Mstep: Class 16 contains 61410 members 
Mstep: Class 17 contains 96201 members 
Mstep: Class 18 contains 31001 members 
Mstep: Class 19 contains 6327 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 224001 members 
Mstep: Class 22 contains 643 members 
Mstep: Class 23 contains 2799 members 
Mstep: Class 24 contains 16016 members 
Mstep: Class 25 contains 7675 members 
Mstep: Class 26 contains 6895 members 
Mstep: Class 27 contains 5288 members 
Mstep: Class 28 contains 6380 members 
Mstep: Class 29 contains 1354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142920928.000000 Penalty: 99736.046875
Iteration 76Q: 30 clusters Score -1.429209e+08 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 154055 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 46686 members 
Mstep: Class 5 contains 8396 members 
Mstep: Class 6 contains 49429 members 
Mstep: Class 7 contains 10319 members 
Mstep: Class 8 contains 36113 members 
Mstep: Class 9 contains 40433 members 
Mstep: Class 10 contains 16025 members 
Mstep: Class 11 contains 32377 members 
Mstep: Class 12 contains 37619 members 
Mstep: Class 13 contains 42424 members 
Mstep: Class 14 contains 78565 members 
Mstep: Class 15 contains 25559 members 
Mstep: Class 16 contains 61547 members 
Mstep: Class 17 contains 96574 members 
Mstep: Class 18 contains 31072 members 
Mstep: Class 19 contains 6351 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 224146 members 
Mstep: Class 22 contains 638 members 
Mstep: Class 23 contains 2786 members 
Mstep: Class 24 contains 16060 members 
Mstep: Class 25 contains 7692 members 
Mstep: Class 26 contains 6895 members 
Mstep: Class 27 contains 5285 members 
Mstep: Class 28 contains 6379 members 
Mstep: Class 29 contains 1354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142921872.000000 Penalty: 99736.046875
Iteration 77Q: 30 clusters Score -1.429219e+08 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 151818 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 47008 members 
Mstep: Class 5 contains 8377 members 
Mstep: Class 6 contains 49531 members 
Mstep: Class 7 contains 10373 members 
Mstep: Class 8 contains 36101 members 
Mstep: Class 9 contains 40355 members 
Mstep: Class 10 contains 15962 members 
Mstep: Class 11 contains 32674 members 
Mstep: Class 12 contains 38273 members 
Mstep: Class 13 contains 42118 members 
Mstep: Class 14 contains 78711 members 
Mstep: Class 15 contains 25923 members 
Mstep: Class 16 contains 61687 members 
Mstep: Class 17 contains 96940 members 
Mstep: Class 18 contains 31134 members 
Mstep: Class 19 contains 6372 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 224242 members 
Mstep: Class 22 contains 634 members 
Mstep: Class 23 contains 2781 members 
Mstep: Class 24 contains 16089 members 
Mstep: Class 25 contains 7705 members 
Mstep: Class 26 contains 6893 members 
Mstep: Class 27 contains 5288 members 
Mstep: Class 28 contains 6377 members 
Mstep: Class 29 contains 1354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142921776.000000 Penalty: 99736.046875
Iteration 78Q: 30 clusters Score -1.429218e+08 nChanged 5169
Entering ConstructFrom: 
Score: -142921776.000000 Penalty: 99736.046875
Entering ConstructFrom: 
Trying to split cluster 1 (6889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Entering Unmasked Estep 
Score: -941325.375000 Penalty: 2191.744873
	Iteration 0F: 2 clusters Score -941325.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -935619.812500 Penalty: 4383.489746
	Iteration 0F: 3 clusters Score -935619.8 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -937234.312500 Penalty: 4383.489746
	Iteration 1F: 3 clusters Score -937234.3 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -937592.062500 Penalty: 4383.489746
	Iteration 2F: 3 clusters Score -937592.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -937852.562500 Penalty: 4383.489746
	Iteration 3F: 3 clusters Score -937852.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -938081.937500 Penalty: 4383.489746
	Iteration 4F: 3 clusters Score -938081.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -938350.375000 Penalty: 4383.489746
	Iteration 5F: 3 clusters Score -938350.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -938651.062500 Penalty: 4383.489746
	Iteration 6F: 3 clusters Score -938651.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -938994.562500 Penalty: 4383.489746
	Iteration 7F: 3 clusters Score -938994.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -939383.000000 Penalty: 4383.489746
	Iteration 8F: 3 clusters Score -939383 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -939728.812500 Penalty: 4383.489746
	Iteration 9F: 3 clusters Score -939728.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -939963.500000 Penalty: 4383.489746
	Iteration 10Q: 3 clusters Score -939963.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -940126.875000 Penalty: 4383.489746
	Iteration 11Q: 3 clusters Score -940126.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -940265.437500 Penalty: 4383.489746
	Iteration 12Q: 3 clusters Score -940265.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -940366.312500 Penalty: 4383.489746
	Iteration 13Q: 3 clusters Score -940366.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -940449.687500 Penalty: 4383.489746
	Iteration 14Q: 3 clusters Score -940449.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -940535.500000 Penalty: 4383.489746
	Iteration 15Q: 3 clusters Score -940535.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -940607.812500 Penalty: 4383.489746
	Iteration 16Q: 3 clusters Score -940607.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -940681.375000 Penalty: 4383.489746
	Iteration 17Q: 3 clusters Score -940681.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -940726.750000 Penalty: 4383.489746
	Iteration 18Q: 3 clusters Score -940726.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -940771.375000 Penalty: 4383.489746
	Iteration 19Q: 3 clusters Score -940771.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -940803.187500 Penalty: 4383.489746
	Iteration 20F: 3 clusters Score -940803.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -940848.687500 Penalty: 4383.489746
	Iteration 21Q: 3 clusters Score -940848.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -940880.250000 Penalty: 4383.489746
	Iteration 22Q: 3 clusters Score -940880.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -940911.437500 Penalty: 4383.489746
	Iteration 23Q: 3 clusters Score -940911.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -940943.937500 Penalty: 4383.489746
	Iteration 24Q: 3 clusters Score -940943.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -940981.062500 Penalty: 4383.489746
	Iteration 25Q: 3 clusters Score -940981.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -941028.500000 Penalty: 4383.489746
	Iteration 26Q: 3 clusters Score -941028.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -941082.312500 Penalty: 4383.489746
	Iteration 27Q: 3 clusters Score -941082.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -941106.375000 Penalty: 4383.489746
	Iteration 28Q: 3 clusters Score -941106.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -941114.375000 Penalty: 4383.489746
	Iteration 29Q: 3 clusters Score -941114.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -941117.812500 Penalty: 4383.489746
	Iteration 30Q: 3 clusters Score -941117.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -941119.250000 Penalty: 4383.489746
	Iteration 31Q: 3 clusters Score -941119.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -941121.000000 Penalty: 4383.489746
	Iteration 32Q: 3 clusters Score -941121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -941121.875000 Penalty: 4383.489746
	Iteration 33Q: 3 clusters Score -941121.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -941123.812500 Penalty: 4383.489746
	Iteration 34Q: 3 clusters Score -941123.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -941126.312500 Penalty: 4383.489746
	Iteration 35Q: 3 clusters Score -941126.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -941126.187500 Penalty: 4383.489746
	Iteration 36Q: 3 clusters Score -941126.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -941127.375000 Penalty: 4383.489746
	Iteration 37Q: 3 clusters Score -941127.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -941126.937500 Penalty: 4383.489746
	Iteration 38Q: 3 clusters Score -941126.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -941130.875000 Penalty: 4383.489746
	Iteration 39Q: 3 clusters Score -941130.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -941131.250000 Penalty: 4383.489746
	Iteration 40F: 3 clusters Score -941131.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -941131.187500 Penalty: 4383.489746
	Iteration 41Q: 3 clusters Score -941131.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -941134.437500 Penalty: 4383.489746
	Iteration 42Q: 3 clusters Score -941134.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -941134.500000 Penalty: 4383.489746
	Iteration 43Q: 3 clusters Score -941134.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -941134.500000 Penalty: 4383.489746
	Iteration 44F: 3 clusters Score -941134.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (149556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149556 members 
Entering Unmasked Estep 
Score: -20809260.000000 Penalty: 2955.025635
	Iteration 0F: 2 clusters Score -2.080926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74652 members 
Mstep: Class 2 contains 74904 members 
Entering Unmasked Estep 
Score: -20716426.000000 Penalty: 5910.051270
	Iteration 0F: 3 clusters Score -2.071643e+07 nChanged 71743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72719 members 
Mstep: Class 2 contains 76837 members 
Entering Unmasked Estep 
Score: -20757468.000000 Penalty: 5910.051270
	Iteration 1F: 3 clusters Score -2.075747e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71463 members 
Mstep: Class 2 contains 78093 members 
Entering Unmasked Estep 
Score: -20758278.000000 Penalty: 5910.051270
	Iteration 2Q: 3 clusters Score -2.075828e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69570 members 
Mstep: Class 2 contains 79986 members 
Entering Unmasked Estep 
Score: -20759332.000000 Penalty: 5910.051270
	Iteration 3Q: 3 clusters Score -2.075933e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66660 members 
Mstep: Class 2 contains 82896 members 
Entering Unmasked Estep 
Score: -20760574.000000 Penalty: 5910.051270
	Iteration 4Q: 3 clusters Score -2.076057e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62397 members 
Mstep: Class 2 contains 87159 members 
Entering Unmasked Estep 
Score: -20762450.000000 Penalty: 5910.051270
	Iteration 5Q: 3 clusters Score -2.076245e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 93487 members 
Entering Unmasked Estep 
Score: -20765480.000000 Penalty: 5910.051270
	Iteration 6Q: 3 clusters Score -2.076548e+07 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 102453 members 
Entering Unmasked Estep 
Score: -20771136.000000 Penalty: 5910.051270
	Iteration 7F: 3 clusters Score -2.077114e+07 nChanged 11866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 114269 members 
Entering Unmasked Estep 
Score: -20780408.000000 Penalty: 5910.051270
	Iteration 8F: 3 clusters Score -2.078041e+07 nChanged 12910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 127165 members 
Entering Unmasked Estep 
Score: -20790374.000000 Penalty: 5910.051270
	Iteration 9F: 3 clusters Score -2.079037e+07 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 137896 members 
Entering Unmasked Estep 
Score: -20798570.000000 Penalty: 5910.051270
	Iteration 10F: 3 clusters Score -2.079857e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 144010 members 
Entering Unmasked Estep 
Score: -20802976.000000 Penalty: 5910.051270
	Iteration 11Q: 3 clusters Score -2.080298e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 146700 members 
Entering Unmasked Estep 
Score: -20804840.000000 Penalty: 5910.051270
	Iteration 12Q: 3 clusters Score -2.080484e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 147756 members 
Entering Unmasked Estep 
Score: -20805622.000000 Penalty: 5910.051270
	Iteration 13Q: 3 clusters Score -2.080562e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 148232 members 
Entering Unmasked Estep 
Score: -20806000.000000 Penalty: 5910.051270
	Iteration 14Q: 3 clusters Score -2.0806e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 148471 members 
Entering Unmasked Estep 
Score: -20806244.000000 Penalty: 5910.051270
	Iteration 15Q: 3 clusters Score -2.080624e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 148594 members 
Entering Unmasked Estep 
Score: -20806350.000000 Penalty: 5910.051270
	Iteration 16Q: 3 clusters Score -2.080635e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 148674 members 
Entering Unmasked Estep 
Score: -20806494.000000 Penalty: 5910.051270
	Iteration 17Q: 3 clusters Score -2.080649e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 148731 members 
Entering Unmasked Estep 
Score: -20806544.000000 Penalty: 5910.051270
	Iteration 18Q: 3 clusters Score -2.080654e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 148765 members 
Entering Unmasked Estep 
Score: -20806624.000000 Penalty: 5910.051270
	Iteration 19Q: 3 clusters Score -2.080662e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 148779 members 
Entering Unmasked Estep 
Score: -20806656.000000 Penalty: 5910.051270
	Iteration 20F: 3 clusters Score -2.080666e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 148791 members 
Entering Unmasked Estep 
Score: -20806656.000000 Penalty: 5910.051270
	Iteration 21Q: 3 clusters Score -2.080666e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 148803 members 
Entering Unmasked Estep 
Score: -20806694.000000 Penalty: 5910.051270
	Iteration 22Q: 3 clusters Score -2.080669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 148809 members 
Entering Unmasked Estep 
Score: -20806694.000000 Penalty: 5910.051270
	Iteration 23Q: 3 clusters Score -2.080669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 148816 members 
Entering Unmasked Estep 
Score: -20806688.000000 Penalty: 5910.051270
	Iteration 24Q: 3 clusters Score -2.080669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 148820 members 
Entering Unmasked Estep 
Score: -20806704.000000 Penalty: 5910.051270
	Iteration 25Q: 3 clusters Score -2.08067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 148825 members 
Entering Unmasked Estep 
Score: -20806706.000000 Penalty: 5910.051270
	Iteration 26Q: 3 clusters Score -2.080671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 148830 members 
Entering Unmasked Estep 
Score: -20806720.000000 Penalty: 5910.051270
	Iteration 27Q: 3 clusters Score -2.080672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 148833 members 
Entering Unmasked Estep 
Score: -20806712.000000 Penalty: 5910.051270
	Iteration 28Q: 3 clusters Score -2.080671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 148837 members 
Entering Unmasked Estep 
Score: -20806718.000000 Penalty: 5910.051270
	Iteration 29Q: 3 clusters Score -2.080672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 148839 members 
Entering Unmasked Estep 
Score: -20806722.000000 Penalty: 5910.051270
	Iteration 30Q: 3 clusters Score -2.080672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 148842 members 
Entering Unmasked Estep 
Score: -20806716.000000 Penalty: 5910.051270
	Iteration 31Q: 3 clusters Score -2.080672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 148842 members 
Entering Unmasked Estep 
Score: -20806726.000000 Penalty: 5910.051270
	Iteration 32Q: 3 clusters Score -2.080673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 148841 members 
Entering Unmasked Estep 
Score: -20806740.000000 Penalty: 5910.051270
	Iteration 33Q: 3 clusters Score -2.080674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 148842 members 
Entering Unmasked Estep 
Score: -20806748.000000 Penalty: 5910.051270
	Iteration 34Q: 3 clusters Score -2.080675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 148844 members 
Entering Unmasked Estep 
Score: -20806746.000000 Penalty: 5910.051270
	Iteration 35Q: 3 clusters Score -2.080675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 148844 members 
Entering Unmasked Estep 
Score: -20806750.000000 Penalty: 5910.051270
	Iteration 36Q: 3 clusters Score -2.080675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 148844 members 
Entering Unmasked Estep 
Score: -20806754.000000 Penalty: 5910.051270
	Iteration 37Q: 3 clusters Score -2.080675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 148844 members 
Entering Unmasked Estep 
Score: -20806754.000000 Penalty: 5910.051270
	Iteration 38F: 3 clusters Score -2.080675e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -123549.171875 Penalty: 1703.257568
	Iteration 0F: 2 clusters Score -123549.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -121712.921875 Penalty: 3406.515137
	Iteration 0F: 3 clusters Score -121712.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -122184.507812 Penalty: 3406.515137
	Iteration 1F: 3 clusters Score -122184.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -122647.734375 Penalty: 3406.515137
	Iteration 2F: 3 clusters Score -122647.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -123004.796875 Penalty: 3406.515137
	Iteration 3F: 3 clusters Score -123004.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -123105.296875 Penalty: 3406.515137
	Iteration 4Q: 3 clusters Score -123105.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -123266.523438 Penalty: 3406.515137
	Iteration 5Q: 3 clusters Score -123266.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -123393.539062 Penalty: 3406.515137
	Iteration 6Q: 3 clusters Score -123393.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -123444.109375 Penalty: 3406.515137
	Iteration 7Q: 3 clusters Score -123444.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -123471.796875 Penalty: 3406.515137
	Iteration 8Q: 3 clusters Score -123471.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -123487.257812 Penalty: 3406.515137
	Iteration 9Q: 3 clusters Score -123487.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -123509.000000 Penalty: 3406.515137
	Iteration 10Q: 3 clusters Score -123509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -123521.804688 Penalty: 3406.515137
	Iteration 11Q: 3 clusters Score -123521.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -123525.664062 Penalty: 3406.515137
	Iteration 12Q: 3 clusters Score -123525.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -123525.664062 Penalty: 3406.515137
	Iteration 13F: 3 clusters Score -123525.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Entering Unmasked Estep 
Score: -6667563.500000 Penalty: 2669.836426
	Iteration 0F: 2 clusters Score -6667564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -6635705.000000 Penalty: 5339.672852
	Iteration 0F: 3 clusters Score -6635705 nChanged 21656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -6647598.000000 Penalty: 5339.672852
	Iteration 1F: 3 clusters Score -6647598 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -6648189.000000 Penalty: 5339.672852
	Iteration 2Q: 3 clusters Score -6648189 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -6648779.000000 Penalty: 5339.672852
	Iteration 3Q: 3 clusters Score -6648779 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -6649356.000000 Penalty: 5339.672852
	Iteration 4Q: 3 clusters Score -6649356 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -6649967.500000 Penalty: 5339.672852
	Iteration 5Q: 3 clusters Score -6649968 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -6650703.000000 Penalty: 5339.672852
	Iteration 6Q: 3 clusters Score -6650703 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -6651742.500000 Penalty: 5339.672852
	Iteration 7Q: 3 clusters Score -6651742 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -6653231.500000 Penalty: 5339.672852
	Iteration 8F: 3 clusters Score -6653232 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -6655407.000000 Penalty: 5339.672852
	Iteration 9F: 3 clusters Score -6655407 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -6658156.000000 Penalty: 5339.672852
	Iteration 10F: 3 clusters Score -6658156 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -6661063.000000 Penalty: 5339.672852
	Iteration 11F: 3 clusters Score -6661063 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -6662983.500000 Penalty: 5339.672852
	Iteration 12Q: 3 clusters Score -6662984 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -6664066.500000 Penalty: 5339.672852
	Iteration 13Q: 3 clusters Score -6664066 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -6664674.500000 Penalty: 5339.672852
	Iteration 14Q: 3 clusters Score -6664674 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -6664970.500000 Penalty: 5339.672852
	Iteration 15Q: 3 clusters Score -6664970 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -6665165.500000 Penalty: 5339.672852
	Iteration 16Q: 3 clusters Score -6665166 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -6665314.000000 Penalty: 5339.672852
	Iteration 17Q: 3 clusters Score -6665314 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -6665410.500000 Penalty: 5339.672852
	Iteration 18Q: 3 clusters Score -6665410 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -6665476.000000 Penalty: 5339.672852
	Iteration 19Q: 3 clusters Score -6665476 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -6665608.500000 Penalty: 5339.672852
	Iteration 20F: 3 clusters Score -6665608 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -6665716.500000 Penalty: 5339.672852
	Iteration 21Q: 3 clusters Score -6665716 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -6665828.500000 Penalty: 5339.672852
	Iteration 22Q: 3 clusters Score -6665828 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -6665928.500000 Penalty: 5339.672852
	Iteration 23Q: 3 clusters Score -6665928 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -6665987.000000 Penalty: 5339.672852
	Iteration 24Q: 3 clusters Score -6665987 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -6666024.500000 Penalty: 5339.672852
	Iteration 25Q: 3 clusters Score -6666024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -6666045.000000 Penalty: 5339.672852
	Iteration 26Q: 3 clusters Score -6666045 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -6666071.000000 Penalty: 5339.672852
	Iteration 27Q: 3 clusters Score -6666071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -6666096.500000 Penalty: 5339.672852
	Iteration 28Q: 3 clusters Score -6666096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -6666099.000000 Penalty: 5339.672852
	Iteration 29Q: 3 clusters Score -6666099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -6666106.500000 Penalty: 5339.672852
	Iteration 30Q: 3 clusters Score -6666106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -6666112.500000 Penalty: 5339.672852
	Iteration 31Q: 3 clusters Score -6666112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -6666116.000000 Penalty: 5339.672852
	Iteration 32Q: 3 clusters Score -6666116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -6666125.000000 Penalty: 5339.672852
	Iteration 33Q: 3 clusters Score -6666125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -6666115.000000 Penalty: 5339.672852
	Iteration 34Q: 3 clusters Score -6666115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -6666129.500000 Penalty: 5339.672852
	Iteration 35Q: 3 clusters Score -6666130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -6666132.000000 Penalty: 5339.672852
	Iteration 36Q: 3 clusters Score -6666132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -6666130.500000 Penalty: 5339.672852
	Iteration 37Q: 3 clusters Score -6666130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -6666136.500000 Penalty: 5339.672852
	Iteration 38Q: 3 clusters Score -6666136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -6666136.500000 Penalty: 5339.672852
	Iteration 39Q: 3 clusters Score -6666136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -6666138.000000 Penalty: 5339.672852
	Iteration 40F: 3 clusters Score -6666138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -6666144.500000 Penalty: 5339.672852
	Iteration 41Q: 3 clusters Score -6666144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -6666141.500000 Penalty: 5339.672852
	Iteration 42Q: 3 clusters Score -6666142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -6666149.500000 Penalty: 5339.672852
	Iteration 43Q: 3 clusters Score -6666150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -6666148.500000 Penalty: 5339.672852
	Iteration 44Q: 3 clusters Score -6666148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -6666148.000000 Penalty: 5339.672852
	Iteration 45Q: 3 clusters Score -6666148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -6666148.500000 Penalty: 5339.672852
	Iteration 46Q: 3 clusters Score -6666148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -6666146.000000 Penalty: 5339.672852
	Iteration 47Q: 3 clusters Score -6666146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -6666149.000000 Penalty: 5339.672852
	Iteration 48Q: 3 clusters Score -6666149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -6666149.000000 Penalty: 5339.672852
	Iteration 49F: 3 clusters Score -6666149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Entering Unmasked Estep 
Score: -1049195.375000 Penalty: 2239.740967
	Iteration 0F: 2 clusters Score -1049195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1042632.125000 Penalty: 4479.481934
	Iteration 0F: 3 clusters Score -1042632 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1044886.375000 Penalty: 4479.481934
	Iteration 1F: 3 clusters Score -1044886 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1045774.375000 Penalty: 4479.481934
	Iteration 2F: 3 clusters Score -1045774 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1046614.937500 Penalty: 4479.481934
	Iteration 3F: 3 clusters Score -1046615 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1047197.375000 Penalty: 4479.481934
	Iteration 4F: 3 clusters Score -1047197 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1047555.562500 Penalty: 4479.481934
	Iteration 5F: 3 clusters Score -1047556 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1047802.750000 Penalty: 4479.481934
	Iteration 6Q: 3 clusters Score -1047803 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1047962.000000 Penalty: 4479.481934
	Iteration 7Q: 3 clusters Score -1047962 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1048066.000000 Penalty: 4479.481934
	Iteration 8Q: 3 clusters Score -1048066 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1048138.437500 Penalty: 4479.481934
	Iteration 9Q: 3 clusters Score -1048138 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1048180.375000 Penalty: 4479.481934
	Iteration 10Q: 3 clusters Score -1048180 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1048211.437500 Penalty: 4479.481934
	Iteration 11Q: 3 clusters Score -1048211 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1048236.937500 Penalty: 4479.481934
	Iteration 12Q: 3 clusters Score -1048237 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1048253.062500 Penalty: 4479.481934
	Iteration 13Q: 3 clusters Score -1048253 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1048265.812500 Penalty: 4479.481934
	Iteration 14Q: 3 clusters Score -1048266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1048274.750000 Penalty: 4479.481934
	Iteration 15Q: 3 clusters Score -1048275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1048282.375000 Penalty: 4479.481934
	Iteration 16Q: 3 clusters Score -1048282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1048291.312500 Penalty: 4479.481934
	Iteration 17Q: 3 clusters Score -1048291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1048293.875000 Penalty: 4479.481934
	Iteration 18Q: 3 clusters Score -1048294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1048299.000000 Penalty: 4479.481934
	Iteration 19Q: 3 clusters Score -1048299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1048304.000000 Penalty: 4479.481934
	Iteration 20F: 3 clusters Score -1048304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1048304.875000 Penalty: 4479.481934
	Iteration 21Q: 3 clusters Score -1048305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1048307.000000 Penalty: 4479.481934
	Iteration 22Q: 3 clusters Score -1048307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1048308.187500 Penalty: 4479.481934
	Iteration 23Q: 3 clusters Score -1048308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1048312.562500 Penalty: 4479.481934
	Iteration 24Q: 3 clusters Score -1048313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1048315.937500 Penalty: 4479.481934
	Iteration 25Q: 3 clusters Score -1048316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1048316.937500 Penalty: 4479.481934
	Iteration 26Q: 3 clusters Score -1048317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1048320.437500 Penalty: 4479.481934
	Iteration 27Q: 3 clusters Score -1048320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1048323.375000 Penalty: 4479.481934
	Iteration 28Q: 3 clusters Score -1048323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1048327.500000 Penalty: 4479.481934
	Iteration 29Q: 3 clusters Score -1048328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1048331.500000 Penalty: 4479.481934
	Iteration 30Q: 3 clusters Score -1048332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1048339.500000 Penalty: 4479.481934
	Iteration 31Q: 3 clusters Score -1048340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1048338.625000 Penalty: 4479.481934
	Iteration 32Q: 3 clusters Score -1048339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1048345.750000 Penalty: 4479.481934
	Iteration 33Q: 3 clusters Score -1048346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1048353.500000 Penalty: 4479.481934
	Iteration 34Q: 3 clusters Score -1048354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1048351.687500 Penalty: 4479.481934
	Iteration 35Q: 3 clusters Score -1048352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1048354.937500 Penalty: 4479.481934
	Iteration 36Q: 3 clusters Score -1048355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1048357.937500 Penalty: 4479.481934
	Iteration 37Q: 3 clusters Score -1048358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1048363.125000 Penalty: 4479.481934
	Iteration 38Q: 3 clusters Score -1048363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1048369.125000 Penalty: 4479.481934
	Iteration 39Q: 3 clusters Score -1048369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1048373.312500 Penalty: 4479.481934
	Iteration 40F: 3 clusters Score -1048373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1048378.000000 Penalty: 4479.481934
	Iteration 41Q: 3 clusters Score -1048378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1048380.937500 Penalty: 4479.481934
	Iteration 42Q: 3 clusters Score -1048381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1048381.187500 Penalty: 4479.481934
	Iteration 43Q: 3 clusters Score -1048381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1048384.875000 Penalty: 4479.481934
	Iteration 44Q: 3 clusters Score -1048385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1048384.375000 Penalty: 4479.481934
	Iteration 45Q: 3 clusters Score -1048384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1048387.875000 Penalty: 4479.481934
	Iteration 46Q: 3 clusters Score -1048388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1048387.312500 Penalty: 4479.481934
	Iteration 47Q: 3 clusters Score -1048387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1048388.500000 Penalty: 4479.481934
	Iteration 48Q: 3 clusters Score -1048388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1048388.500000 Penalty: 4479.481934
	Iteration 49F: 3 clusters Score -1048388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Entering Unmasked Estep 
Score: -6905128.500000 Penalty: 2681.322998
	Iteration 0F: 2 clusters Score -6905128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -6871749.500000 Penalty: 5362.645996
	Iteration 0F: 3 clusters Score -6871750 nChanged 22803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -6884442.500000 Penalty: 5362.645996
	Iteration 1F: 3 clusters Score -6884442 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -6885064.000000 Penalty: 5362.645996
	Iteration 2Q: 3 clusters Score -6885064 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -6885872.000000 Penalty: 5362.645996
	Iteration 3Q: 3 clusters Score -6885872 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -6886943.000000 Penalty: 5362.645996
	Iteration 4Q: 3 clusters Score -6886943 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -6888396.500000 Penalty: 5362.645996
	Iteration 5F: 3 clusters Score -6888396 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -6890340.500000 Penalty: 5362.645996
	Iteration 6F: 3 clusters Score -6890340 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -6892805.500000 Penalty: 5362.645996
	Iteration 7F: 3 clusters Score -6892806 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -6895714.500000 Penalty: 5362.645996
	Iteration 8F: 3 clusters Score -6895714 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -6898257.000000 Penalty: 5362.645996
	Iteration 9F: 3 clusters Score -6898257 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -6900224.000000 Penalty: 5362.645996
	Iteration 10Q: 3 clusters Score -6900224 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -6901406.500000 Penalty: 5362.645996
	Iteration 11Q: 3 clusters Score -6901406 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -6902122.000000 Penalty: 5362.645996
	Iteration 12Q: 3 clusters Score -6902122 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -6902449.500000 Penalty: 5362.645996
	Iteration 13Q: 3 clusters Score -6902450 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -6902678.000000 Penalty: 5362.645996
	Iteration 14Q: 3 clusters Score -6902678 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
Score: -6902783.500000 Penalty: 5362.645996
	Iteration 15Q: 3 clusters Score -6902784 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -6902848.500000 Penalty: 5362.645996
	Iteration 16Q: 3 clusters Score -6902848 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -6902900.000000 Penalty: 5362.645996
	Iteration 17Q: 3 clusters Score -6902900 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -6902932.500000 Penalty: 5362.645996
	Iteration 18Q: 3 clusters Score -6902932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -6902947.000000 Penalty: 5362.645996
	Iteration 19Q: 3 clusters Score -6902947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -6902963.500000 Penalty: 5362.645996
	Iteration 20F: 3 clusters Score -6902964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -6902975.500000 Penalty: 5362.645996
	Iteration 21Q: 3 clusters Score -6902976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -6902991.000000 Penalty: 5362.645996
	Iteration 22Q: 3 clusters Score -6902991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -6902985.000000 Penalty: 5362.645996
	Iteration 23Q: 3 clusters Score -6902985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -6902991.500000 Penalty: 5362.645996
	Iteration 24Q: 3 clusters Score -6902992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -6902996.500000 Penalty: 5362.645996
	Iteration 25Q: 3 clusters Score -6902996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -6903002.500000 Penalty: 5362.645996
	Iteration 26Q: 3 clusters Score -6903002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -6903007.000000 Penalty: 5362.645996
	Iteration 27Q: 3 clusters Score -6903007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -6903008.000000 Penalty: 5362.645996
	Iteration 28Q: 3 clusters Score -6903008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -6903008.500000 Penalty: 5362.645996
	Iteration 29Q: 3 clusters Score -6903008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -6903012.500000 Penalty: 5362.645996
	Iteration 30Q: 3 clusters Score -6903012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -6903014.000000 Penalty: 5362.645996
	Iteration 31Q: 3 clusters Score -6903014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -6903014.000000 Penalty: 5362.645996
	Iteration 32Q: 3 clusters Score -6903014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -6903014.000000 Penalty: 5362.645996
	Iteration 33F: 3 clusters Score -6903014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Entering Unmasked Estep 
Score: -1416893.250000 Penalty: 2294.200928
	Iteration 0F: 2 clusters Score -1416893 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 5241 members 
Entering Unmasked Estep 
Score: -1409013.625000 Penalty: 4588.401855
	Iteration 0F: 3 clusters Score -1409014 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1411309.500000 Penalty: 4588.401855
	Iteration 1F: 3 clusters Score -1411310 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1411811.750000 Penalty: 4588.401855
	Iteration 2F: 3 clusters Score -1411812 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1412369.875000 Penalty: 4588.401855
	Iteration 3F: 3 clusters Score -1412370 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1412921.625000 Penalty: 4588.401855
	Iteration 4F: 3 clusters Score -1412922 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1413439.250000 Penalty: 4588.401855
	Iteration 5F: 3 clusters Score -1413439 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1413848.875000 Penalty: 4588.401855
	Iteration 6F: 3 clusters Score -1413849 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1414204.875000 Penalty: 4588.401855
	Iteration 7Q: 3 clusters Score -1414205 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1414512.875000 Penalty: 4588.401855
	Iteration 8Q: 3 clusters Score -1414513 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1414775.125000 Penalty: 4588.401855
	Iteration 9Q: 3 clusters Score -1414775 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1415014.000000 Penalty: 4588.401855
	Iteration 10Q: 3 clusters Score -1415014 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1415238.500000 Penalty: 4588.401855
	Iteration 11Q: 3 clusters Score -1415238 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1415436.875000 Penalty: 4588.401855
	Iteration 12Q: 3 clusters Score -1415437 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1415616.125000 Penalty: 4588.401855
	Iteration 13Q: 3 clusters Score -1415616 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1415739.375000 Penalty: 4588.401855
	Iteration 14Q: 3 clusters Score -1415739 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1415821.750000 Penalty: 4588.401855
	Iteration 15Q: 3 clusters Score -1415822 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1415868.625000 Penalty: 4588.401855
	Iteration 16Q: 3 clusters Score -1415869 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1415887.875000 Penalty: 4588.401855
	Iteration 17Q: 3 clusters Score -1415888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1415897.750000 Penalty: 4588.401855
	Iteration 18Q: 3 clusters Score -1415898 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1415911.500000 Penalty: 4588.401855
	Iteration 19Q: 3 clusters Score -1415912 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1415928.250000 Penalty: 4588.401855
	Iteration 20F: 3 clusters Score -1415928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1415938.875000 Penalty: 4588.401855
	Iteration 21Q: 3 clusters Score -1415939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1415948.375000 Penalty: 4588.401855
	Iteration 22Q: 3 clusters Score -1415948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1415953.875000 Penalty: 4588.401855
	Iteration 23Q: 3 clusters Score -1415954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1415960.875000 Penalty: 4588.401855
	Iteration 24Q: 3 clusters Score -1415961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1415966.875000 Penalty: 4588.401855
	Iteration 25Q: 3 clusters Score -1415967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1415974.375000 Penalty: 4588.401855
	Iteration 26Q: 3 clusters Score -1415974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1415976.750000 Penalty: 4588.401855
	Iteration 27Q: 3 clusters Score -1415977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1415979.375000 Penalty: 4588.401855
	Iteration 28Q: 3 clusters Score -1415979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1415979.000000 Penalty: 4588.401855
	Iteration 29Q: 3 clusters Score -1415979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1415982.625000 Penalty: 4588.401855
	Iteration 30Q: 3 clusters Score -1415983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1415989.750000 Penalty: 4588.401855
	Iteration 31Q: 3 clusters Score -1415990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1415996.250000 Penalty: 4588.401855
	Iteration 32Q: 3 clusters Score -1415996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1415998.000000 Penalty: 4588.401855
	Iteration 33Q: 3 clusters Score -1415998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1416004.250000 Penalty: 4588.401855
	Iteration 34Q: 3 clusters Score -1416004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1416007.375000 Penalty: 4588.401855
	Iteration 35Q: 3 clusters Score -1416007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1416015.000000 Penalty: 4588.401855
	Iteration 36Q: 3 clusters Score -1416015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1416024.250000 Penalty: 4588.401855
	Iteration 37Q: 3 clusters Score -1416024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1416020.750000 Penalty: 4588.401855
	Iteration 38Q: 3 clusters Score -1416021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1416026.000000 Penalty: 4588.401855
	Iteration 39Q: 3 clusters Score -1416026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1416029.875000 Penalty: 4588.401855
	Iteration 40F: 3 clusters Score -1416030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1416034.875000 Penalty: 4588.401855
	Iteration 41Q: 3 clusters Score -1416035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1416035.625000 Penalty: 4588.401855
	Iteration 42Q: 3 clusters Score -1416036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1416037.625000 Penalty: 4588.401855
	Iteration 43Q: 3 clusters Score -1416038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1416042.625000 Penalty: 4588.401855
	Iteration 44Q: 3 clusters Score -1416043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1416047.625000 Penalty: 4588.401855
	Iteration 45Q: 3 clusters Score -1416048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1416048.875000 Penalty: 4588.401855
	Iteration 46Q: 3 clusters Score -1416049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1416052.875000 Penalty: 4588.401855
	Iteration 47Q: 3 clusters Score -1416053 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1416063.125000 Penalty: 4588.401855
	Iteration 48Q: 3 clusters Score -1416063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1416071.750000 Penalty: 4588.401855
	Iteration 49Q: 3 clusters Score -1416072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1416081.000000 Penalty: 4588.401855
	Iteration 50Q: 3 clusters Score -1416081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1416087.250000 Penalty: 4588.401855
	Iteration 51Q: 3 clusters Score -1416087 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1416093.375000 Penalty: 4588.401855
	Iteration 52Q: 3 clusters Score -1416093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1416102.250000 Penalty: 4588.401855
	Iteration 53Q: 3 clusters Score -1416102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1416110.625000 Penalty: 4588.401855
	Iteration 54Q: 3 clusters Score -1416111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1416115.250000 Penalty: 4588.401855
	Iteration 55Q: 3 clusters Score -1416115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1416127.125000 Penalty: 4588.401855
	Iteration 56Q: 3 clusters Score -1416127 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1416140.500000 Penalty: 4588.401855
	Iteration 57Q: 3 clusters Score -1416140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1416160.875000 Penalty: 4588.401855
	Iteration 58Q: 3 clusters Score -1416161 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1416171.375000 Penalty: 4588.401855
	Iteration 59Q: 3 clusters Score -1416171 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1416182.000000 Penalty: 4588.401855
	Iteration 60F: 3 clusters Score -1416182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1416186.125000 Penalty: 4588.401855
	Iteration 61Q: 3 clusters Score -1416186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1416186.625000 Penalty: 4588.401855
	Iteration 62Q: 3 clusters Score -1416187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1416188.875000 Penalty: 4588.401855
	Iteration 63Q: 3 clusters Score -1416189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1416192.000000 Penalty: 4588.401855
	Iteration 64Q: 3 clusters Score -1416192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1416190.625000 Penalty: 4588.401855
	Iteration 65Q: 3 clusters Score -1416191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1416193.750000 Penalty: 4588.401855
	Iteration 66Q: 3 clusters Score -1416194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1416198.125000 Penalty: 4588.401855
	Iteration 67Q: 3 clusters Score -1416198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1416203.750000 Penalty: 4588.401855
	Iteration 68Q: 3 clusters Score -1416204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1416205.875000 Penalty: 4588.401855
	Iteration 69Q: 3 clusters Score -1416206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1416208.250000 Penalty: 4588.401855
	Iteration 70Q: 3 clusters Score -1416208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1416208.500000 Penalty: 4588.401855
	Iteration 71Q: 3 clusters Score -1416208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1416215.625000 Penalty: 4588.401855
	Iteration 72Q: 3 clusters Score -1416216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1416216.625000 Penalty: 4588.401855
	Iteration 73Q: 3 clusters Score -1416217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1416219.375000 Penalty: 4588.401855
	Iteration 74Q: 3 clusters Score -1416219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1416222.125000 Penalty: 4588.401855
	Iteration 75Q: 3 clusters Score -1416222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1416224.250000 Penalty: 4588.401855
	Iteration 76Q: 3 clusters Score -1416224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1416228.125000 Penalty: 4588.401855
	Iteration 77Q: 3 clusters Score -1416228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1416234.500000 Penalty: 4588.401855
	Iteration 78Q: 3 clusters Score -1416234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1416244.500000 Penalty: 4588.401855
	Iteration 79Q: 3 clusters Score -1416244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1416245.250000 Penalty: 4588.401855
	Iteration 80F: 3 clusters Score -1416245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1416242.625000 Penalty: 4588.401855
	Iteration 81Q: 3 clusters Score -1416243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1416247.625000 Penalty: 4588.401855
	Iteration 82Q: 3 clusters Score -1416248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1416248.750000 Penalty: 4588.401855
	Iteration 83Q: 3 clusters Score -1416249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1416248.625000 Penalty: 4588.401855
	Iteration 84Q: 3 clusters Score -1416249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1416251.875000 Penalty: 4588.401855
	Iteration 85Q: 3 clusters Score -1416252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1416258.125000 Penalty: 4588.401855
	Iteration 86Q: 3 clusters Score -1416258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1416260.625000 Penalty: 4588.401855
	Iteration 87Q: 3 clusters Score -1416261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1416261.000000 Penalty: 4588.401855
	Iteration 88Q: 3 clusters Score -1416261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1416260.000000 Penalty: 4588.401855
	Iteration 89Q: 3 clusters Score -1416260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1416265.125000 Penalty: 4588.401855
	Iteration 90Q: 3 clusters Score -1416265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1416268.000000 Penalty: 4588.401855
	Iteration 91Q: 3 clusters Score -1416268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1416268.875000 Penalty: 4588.401855
	Iteration 92Q: 3 clusters Score -1416269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1416268.250000 Penalty: 4588.401855
	Iteration 93Q: 3 clusters Score -1416268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1416268.250000 Penalty: 4588.401855
	Iteration 94F: 3 clusters Score -1416268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Entering Unmasked Estep 
Score: -4910694.000000 Penalty: 2602.482666
	Iteration 0F: 2 clusters Score -4910694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -4886173.000000 Penalty: 5204.965332
	Iteration 0F: 3 clusters Score -4886173 nChanged 16369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -4895158.500000 Penalty: 5204.965332
	Iteration 1F: 3 clusters Score -4895158 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -4895714.000000 Penalty: 5204.965332
	Iteration 2Q: 3 clusters Score -4895714 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -4896229.500000 Penalty: 5204.965332
	Iteration 3Q: 3 clusters Score -4896230 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -4896794.000000 Penalty: 5204.965332
	Iteration 4Q: 3 clusters Score -4896794 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -4897388.500000 Penalty: 5204.965332
	Iteration 5Q: 3 clusters Score -4897388 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -4898131.000000 Penalty: 5204.965332
	Iteration 6Q: 3 clusters Score -4898131 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -4899053.000000 Penalty: 5204.965332
	Iteration 7F: 3 clusters Score -4899053 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -4900203.500000 Penalty: 5204.965332
	Iteration 8F: 3 clusters Score -4900204 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -4901425.000000 Penalty: 5204.965332
	Iteration 9F: 3 clusters Score -4901425 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -4902592.500000 Penalty: 5204.965332
	Iteration 10F: 3 clusters Score -4902592 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -4903812.500000 Penalty: 5204.965332
	Iteration 11F: 3 clusters Score -4903812 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -4905041.000000 Penalty: 5204.965332
	Iteration 12Q: 3 clusters Score -4905041 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -4906131.000000 Penalty: 5204.965332
	Iteration 13Q: 3 clusters Score -4906131 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4906949.000000 Penalty: 5204.965332
	Iteration 14Q: 3 clusters Score -4906949 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4907521.000000 Penalty: 5204.965332
	Iteration 15Q: 3 clusters Score -4907521 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4907876.000000 Penalty: 5204.965332
	Iteration 16Q: 3 clusters Score -4907876 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4908107.500000 Penalty: 5204.965332
	Iteration 17Q: 3 clusters Score -4908108 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4908265.500000 Penalty: 5204.965332
	Iteration 18Q: 3 clusters Score -4908266 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4908351.500000 Penalty: 5204.965332
	Iteration 19Q: 3 clusters Score -4908352 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4908413.500000 Penalty: 5204.965332
	Iteration 20F: 3 clusters Score -4908414 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4908452.000000 Penalty: 5204.965332
	Iteration 21Q: 3 clusters Score -4908452 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4908490.000000 Penalty: 5204.965332
	Iteration 22Q: 3 clusters Score -4908490 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4908517.000000 Penalty: 5204.965332
	Iteration 23Q: 3 clusters Score -4908517 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4908542.500000 Penalty: 5204.965332
	Iteration 24Q: 3 clusters Score -4908542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4908567.500000 Penalty: 5204.965332
	Iteration 25Q: 3 clusters Score -4908568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4908586.500000 Penalty: 5204.965332
	Iteration 26Q: 3 clusters Score -4908586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4908588.500000 Penalty: 5204.965332
	Iteration 27Q: 3 clusters Score -4908588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4908597.000000 Penalty: 5204.965332
	Iteration 28Q: 3 clusters Score -4908597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4908609.000000 Penalty: 5204.965332
	Iteration 29Q: 3 clusters Score -4908609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4908616.500000 Penalty: 5204.965332
	Iteration 30Q: 3 clusters Score -4908616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4908618.000000 Penalty: 5204.965332
	Iteration 31Q: 3 clusters Score -4908618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4908623.000000 Penalty: 5204.965332
	Iteration 32Q: 3 clusters Score -4908623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4908625.000000 Penalty: 5204.965332
	Iteration 33Q: 3 clusters Score -4908625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4908628.500000 Penalty: 5204.965332
	Iteration 34Q: 3 clusters Score -4908628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4908628.500000 Penalty: 5204.965332
	Iteration 35F: 3 clusters Score -4908628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Entering Unmasked Estep 
Score: -5419318.000000 Penalty: 2629.645996
	Iteration 0F: 2 clusters Score -5419318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -5392074.000000 Penalty: 5259.291992
	Iteration 0F: 3 clusters Score -5392074 nChanged 18328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -5402908.500000 Penalty: 5259.291992
	Iteration 1F: 3 clusters Score -5402908 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -5404614.500000 Penalty: 5259.291992
	Iteration 2F: 3 clusters Score -5404614 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -5406662.000000 Penalty: 5259.291992
	Iteration 3F: 3 clusters Score -5406662 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -5408794.000000 Penalty: 5259.291992
	Iteration 4F: 3 clusters Score -5408794 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -5410812.500000 Penalty: 5259.291992
	Iteration 5F: 3 clusters Score -5410812 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -5412503.000000 Penalty: 5259.291992
	Iteration 6F: 3 clusters Score -5412503 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -5413783.500000 Penalty: 5259.291992
	Iteration 7F: 3 clusters Score -5413784 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -5414713.000000 Penalty: 5259.291992
	Iteration 8Q: 3 clusters Score -5414713 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -5415433.500000 Penalty: 5259.291992
	Iteration 9Q: 3 clusters Score -5415434 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -5416097.500000 Penalty: 5259.291992
	Iteration 10Q: 3 clusters Score -5416098 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -5416882.000000 Penalty: 5259.291992
	Iteration 11Q: 3 clusters Score -5416882 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -5417680.000000 Penalty: 5259.291992
	Iteration 12Q: 3 clusters Score -5417680 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -5418557.500000 Penalty: 5259.291992
	Iteration 13Q: 3 clusters Score -5418558 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -5419246.500000 Penalty: 5259.291992
	Iteration 14Q: 3 clusters Score -5419246 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -5419639.000000 Penalty: 5259.291992
	Iteration 15Q: 3 clusters Score -5419639 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5419827.500000 Penalty: 5259.291992
	Iteration 16Q: 3 clusters Score -5419828 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -5419975.000000 Penalty: 5259.291992
	Iteration 17Q: 3 clusters Score -5419975 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -5420031.000000 Penalty: 5259.291992
	Iteration 18Q: 3 clusters Score -5420031 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -5420078.000000 Penalty: 5259.291992
	Iteration 19Q: 3 clusters Score -5420078 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -5420130.000000 Penalty: 5259.291992
	Iteration 20F: 3 clusters Score -5420130 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -5420158.000000 Penalty: 5259.291992
	Iteration 21Q: 3 clusters Score -5420158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5420159.500000 Penalty: 5259.291992
	Iteration 22Q: 3 clusters Score -5420160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5420185.500000 Penalty: 5259.291992
	Iteration 23Q: 3 clusters Score -5420186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5420180.500000 Penalty: 5259.291992
	Iteration 24Q: 3 clusters Score -5420180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -5420176.000000 Penalty: 5259.291992
	Iteration 25Q: 3 clusters Score -5420176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5420189.000000 Penalty: 5259.291992
	Iteration 26Q: 3 clusters Score -5420189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5420192.500000 Penalty: 5259.291992
	Iteration 27Q: 3 clusters Score -5420192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -5420202.000000 Penalty: 5259.291992
	Iteration 28Q: 3 clusters Score -5420202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -5420199.000000 Penalty: 5259.291992
	Iteration 29Q: 3 clusters Score -5420199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5420205.500000 Penalty: 5259.291992
	Iteration 30Q: 3 clusters Score -5420206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -5420201.500000 Penalty: 5259.291992
	Iteration 31Q: 3 clusters Score -5420202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -5420200.000000 Penalty: 5259.291992
	Iteration 32Q: 3 clusters Score -5420200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -5420197.500000 Penalty: 5259.291992
	Iteration 33Q: 3 clusters Score -5420198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -5420198.000000 Penalty: 5259.291992
	Iteration 34Q: 3 clusters Score -5420198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -5420196.000000 Penalty: 5259.291992
	Iteration 35Q: 3 clusters Score -5420196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -5420197.000000 Penalty: 5259.291992
	Iteration 36Q: 3 clusters Score -5420197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5420196.500000 Penalty: 5259.291992
	Iteration 37Q: 3 clusters Score -5420196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5420199.500000 Penalty: 5259.291992
	Iteration 38Q: 3 clusters Score -5420200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5420201.000000 Penalty: 5259.291992
	Iteration 39Q: 3 clusters Score -5420201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5420205.000000 Penalty: 5259.291992
	Iteration 40F: 3 clusters Score -5420205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5420203.000000 Penalty: 5259.291992
	Iteration 41Q: 3 clusters Score -5420203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -5420202.500000 Penalty: 5259.291992
	Iteration 42Q: 3 clusters Score -5420202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -5420203.000000 Penalty: 5259.291992
	Iteration 43Q: 3 clusters Score -5420203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5420205.500000 Penalty: 5259.291992
	Iteration 44Q: 3 clusters Score -5420206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5420207.000000 Penalty: 5259.291992
	Iteration 45Q: 3 clusters Score -5420207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5420210.000000 Penalty: 5259.291992
	Iteration 46Q: 3 clusters Score -5420210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -5420205.000000 Penalty: 5259.291992
	Iteration 47Q: 3 clusters Score -5420205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -5420212.500000 Penalty: 5259.291992
	Iteration 48Q: 3 clusters Score -5420212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -5420208.500000 Penalty: 5259.291992
	Iteration 49Q: 3 clusters Score -5420208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5420207.000000 Penalty: 5259.291992
	Iteration 50Q: 3 clusters Score -5420207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5420212.000000 Penalty: 5259.291992
	Iteration 51Q: 3 clusters Score -5420212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5420206.500000 Penalty: 5259.291992
	Iteration 52Q: 3 clusters Score -5420206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5420206.500000 Penalty: 5259.291992
	Iteration 53F: 3 clusters Score -5420206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 149556 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 47357 members 
Mstep: Class 5 contains 8360 members 
Mstep: Class 6 contains 49602 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 8 contains 36094 members 
Mstep: Class 9 contains 38394 members 
Mstep: Class 10 contains 15919 members 
Mstep: Class 11 contains 32987 members 
Mstep: Class 12 contains 38906 members 
Mstep: Class 13 contains 41832 members 
Mstep: Class 14 contains 78829 members 
Mstep: Class 15 contains 26285 members 
Mstep: Class 16 contains 61827 members 
Mstep: Class 17 contains 97304 members 
Mstep: Class 18 contains 31203 members 
Mstep: Class 19 contains 6391 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 224356 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 2777 members 
Mstep: Class 24 contains 16120 members 
Mstep: Class 25 contains 7719 members 
Mstep: Class 26 contains 6892 members 
Mstep: Class 27 contains 5300 members 
Mstep: Class 28 contains 6376 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 1878 members 
Entering Unmasked Estep 
Score: -142922016.000000 Penalty: 103175.226562
Splitting cluster 9 changes total score from -142921776.000000 to -142922016.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 10 (15919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Entering Unmasked Estep 
Score: -2091844.125000 Penalty: 2399.466553
	Iteration 0F: 2 clusters Score -2091844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2080511.500000 Penalty: 4798.933105
	Iteration 0F: 3 clusters Score -2080512 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2084853.750000 Penalty: 4798.933105
	Iteration 1F: 3 clusters Score -2084854 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2086056.625000 Penalty: 4798.933105
	Iteration 2F: 3 clusters Score -2086057 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2087200.750000 Penalty: 4798.933105
	Iteration 3F: 3 clusters Score -2087201 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2088205.625000 Penalty: 4798.933105
	Iteration 4F: 3 clusters Score -2088206 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2089147.375000 Penalty: 4798.933105
	Iteration 5F: 3 clusters Score -2089147 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2089949.500000 Penalty: 4798.933105
	Iteration 6F: 3 clusters Score -2089950 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2090585.625000 Penalty: 4798.933105
	Iteration 7Q: 3 clusters Score -2090586 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2090977.250000 Penalty: 4798.933105
	Iteration 8Q: 3 clusters Score -2090977 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2091187.000000 Penalty: 4798.933105
	Iteration 9Q: 3 clusters Score -2091187 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2091325.250000 Penalty: 4798.933105
	Iteration 10Q: 3 clusters Score -2091325 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2091413.375000 Penalty: 4798.933105
	Iteration 11Q: 3 clusters Score -2091413 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2091449.125000 Penalty: 4798.933105
	Iteration 12Q: 3 clusters Score -2091449 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2091477.875000 Penalty: 4798.933105
	Iteration 13Q: 3 clusters Score -2091478 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2091501.500000 Penalty: 4798.933105
	Iteration 14Q: 3 clusters Score -2091502 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2091514.000000 Penalty: 4798.933105
	Iteration 15Q: 3 clusters Score -2091514 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2091526.625000 Penalty: 4798.933105
	Iteration 16Q: 3 clusters Score -2091527 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2091540.250000 Penalty: 4798.933105
	Iteration 17Q: 3 clusters Score -2091540 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2091549.750000 Penalty: 4798.933105
	Iteration 18Q: 3 clusters Score -2091550 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2091560.125000 Penalty: 4798.933105
	Iteration 19Q: 3 clusters Score -2091560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2091564.000000 Penalty: 4798.933105
	Iteration 20F: 3 clusters Score -2091564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2091578.375000 Penalty: 4798.933105
	Iteration 21Q: 3 clusters Score -2091578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2091577.125000 Penalty: 4798.933105
	Iteration 22Q: 3 clusters Score -2091577 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2091576.875000 Penalty: 4798.933105
	Iteration 23Q: 3 clusters Score -2091577 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2091587.875000 Penalty: 4798.933105
	Iteration 24Q: 3 clusters Score -2091588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2091592.500000 Penalty: 4798.933105
	Iteration 25Q: 3 clusters Score -2091592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2091595.625000 Penalty: 4798.933105
	Iteration 26Q: 3 clusters Score -2091596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2091599.000000 Penalty: 4798.933105
	Iteration 27Q: 3 clusters Score -2091599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2091602.375000 Penalty: 4798.933105
	Iteration 28Q: 3 clusters Score -2091602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2091604.375000 Penalty: 4798.933105
	Iteration 29Q: 3 clusters Score -2091604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2091603.875000 Penalty: 4798.933105
	Iteration 30Q: 3 clusters Score -2091604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2091602.875000 Penalty: 4798.933105
	Iteration 31Q: 3 clusters Score -2091603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2091603.000000 Penalty: 4798.933105
	Iteration 32Q: 3 clusters Score -2091603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -2091606.875000 Penalty: 4798.933105
	Iteration 33Q: 3 clusters Score -2091607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -2091606.125000 Penalty: 4798.933105
	Iteration 34Q: 3 clusters Score -2091606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2091609.125000 Penalty: 4798.933105
	Iteration 35Q: 3 clusters Score -2091609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2091608.625000 Penalty: 4798.933105
	Iteration 36Q: 3 clusters Score -2091609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2091608.125000 Penalty: 4798.933105
	Iteration 37Q: 3 clusters Score -2091608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2091608.125000 Penalty: 4798.933105
	Iteration 38F: 3 clusters Score -2091608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Entering Unmasked Estep 
Score: -4639865.500000 Penalty: 2580.159424
	Iteration 0F: 2 clusters Score -4639866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -4617361.500000 Penalty: 5160.318848
	Iteration 0F: 3 clusters Score -4617362 nChanged 14924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -4625777.500000 Penalty: 5160.318848
	Iteration 1F: 3 clusters Score -4625778 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -4626573.000000 Penalty: 5160.318848
	Iteration 2F: 3 clusters Score -4626573 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -4627477.000000 Penalty: 5160.318848
	Iteration 3F: 3 clusters Score -4627477 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -4628536.000000 Penalty: 5160.318848
	Iteration 4F: 3 clusters Score -4628536 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -4629896.500000 Penalty: 5160.318848
	Iteration 5F: 3 clusters Score -4629896 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -4631611.500000 Penalty: 5160.318848
	Iteration 6F: 3 clusters Score -4631612 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -4633600.500000 Penalty: 5160.318848
	Iteration 7F: 3 clusters Score -4633600 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -4635336.000000 Penalty: 5160.318848
	Iteration 8F: 3 clusters Score -4635336 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -4636486.500000 Penalty: 5160.318848
	Iteration 9Q: 3 clusters Score -4636486 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -4637185.500000 Penalty: 5160.318848
	Iteration 10Q: 3 clusters Score -4637186 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -4637641.000000 Penalty: 5160.318848
	Iteration 11Q: 3 clusters Score -4637641 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -4637990.000000 Penalty: 5160.318848
	Iteration 12Q: 3 clusters Score -4637990 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4638276.500000 Penalty: 5160.318848
	Iteration 13Q: 3 clusters Score -4638276 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -4638485.500000 Penalty: 5160.318848
	Iteration 14Q: 3 clusters Score -4638486 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4638630.500000 Penalty: 5160.318848
	Iteration 15Q: 3 clusters Score -4638630 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4638711.500000 Penalty: 5160.318848
	Iteration 16Q: 3 clusters Score -4638712 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4638781.000000 Penalty: 5160.318848
	Iteration 17Q: 3 clusters Score -4638781 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4638813.000000 Penalty: 5160.318848
	Iteration 18Q: 3 clusters Score -4638813 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4638861.500000 Penalty: 5160.318848
	Iteration 19Q: 3 clusters Score -4638862 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4638879.500000 Penalty: 5160.318848
	Iteration 20F: 3 clusters Score -4638880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4638891.000000 Penalty: 5160.318848
	Iteration 21Q: 3 clusters Score -4638891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4638900.000000 Penalty: 5160.318848
	Iteration 22Q: 3 clusters Score -4638900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4638915.000000 Penalty: 5160.318848
	Iteration 23Q: 3 clusters Score -4638915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4638921.000000 Penalty: 5160.318848
	Iteration 24Q: 3 clusters Score -4638921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4638921.500000 Penalty: 5160.318848
	Iteration 25Q: 3 clusters Score -4638922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4638928.000000 Penalty: 5160.318848
	Iteration 26Q: 3 clusters Score -4638928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4638928.500000 Penalty: 5160.318848
	Iteration 27Q: 3 clusters Score -4638928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4638928.500000 Penalty: 5160.318848
	Iteration 28Q: 3 clusters Score -4638928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4638932.000000 Penalty: 5160.318848
	Iteration 29Q: 3 clusters Score -4638932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4638934.000000 Penalty: 5160.318848
	Iteration 30Q: 3 clusters Score -4638934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4638934.000000 Penalty: 5160.318848
	Iteration 31Q: 3 clusters Score -4638934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4638939.000000 Penalty: 5160.318848
	Iteration 32Q: 3 clusters Score -4638939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4638942.000000 Penalty: 5160.318848
	Iteration 33Q: 3 clusters Score -4638942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4638949.500000 Penalty: 5160.318848
	Iteration 34Q: 3 clusters Score -4638950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4638956.500000 Penalty: 5160.318848
	Iteration 35Q: 3 clusters Score -4638956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4638956.500000 Penalty: 5160.318848
	Iteration 36Q: 3 clusters Score -4638956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4638956.500000 Penalty: 5160.318848
	Iteration 37F: 3 clusters Score -4638956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Entering Unmasked Estep 
Score: -5480179.000000 Penalty: 2621.088135
	Iteration 0F: 2 clusters Score -5480179 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 19623 members 
Entering Unmasked Estep 
Score: -5453969.500000 Penalty: 5242.176270
	Iteration 0F: 3 clusters Score -5453970 nChanged 17691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -5463714.000000 Penalty: 5242.176270
	Iteration 1F: 3 clusters Score -5463714 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -5464219.000000 Penalty: 5242.176270
	Iteration 2Q: 3 clusters Score -5464219 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -5464738.500000 Penalty: 5242.176270
	Iteration 3Q: 3 clusters Score -5464738 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -5465287.000000 Penalty: 5242.176270
	Iteration 4Q: 3 clusters Score -5465287 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -5465857.000000 Penalty: 5242.176270
	Iteration 5Q: 3 clusters Score -5465857 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -5466600.000000 Penalty: 5242.176270
	Iteration 6Q: 3 clusters Score -5466600 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -5467637.500000 Penalty: 5242.176270
	Iteration 7Q: 3 clusters Score -5467638 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -5469131.000000 Penalty: 5242.176270
	Iteration 8F: 3 clusters Score -5469131 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -5471110.500000 Penalty: 5242.176270
	Iteration 9F: 3 clusters Score -5471110 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -5473112.500000 Penalty: 5242.176270
	Iteration 10F: 3 clusters Score -5473112 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -5475005.000000 Penalty: 5242.176270
	Iteration 11F: 3 clusters Score -5475005 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -5476325.000000 Penalty: 5242.176270
	Iteration 12Q: 3 clusters Score -5476325 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -5477041.000000 Penalty: 5242.176270
	Iteration 13Q: 3 clusters Score -5477041 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -5477400.000000 Penalty: 5242.176270
	Iteration 14Q: 3 clusters Score -5477400 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -5477582.000000 Penalty: 5242.176270
	Iteration 15Q: 3 clusters Score -5477582 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -5477688.000000 Penalty: 5242.176270
	Iteration 16Q: 3 clusters Score -5477688 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -5477764.000000 Penalty: 5242.176270
	Iteration 17Q: 3 clusters Score -5477764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -5477807.000000 Penalty: 5242.176270
	Iteration 18Q: 3 clusters Score -5477807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -5477826.500000 Penalty: 5242.176270
	Iteration 19Q: 3 clusters Score -5477826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -5477843.500000 Penalty: 5242.176270
	Iteration 20F: 3 clusters Score -5477844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -5477852.000000 Penalty: 5242.176270
	Iteration 21Q: 3 clusters Score -5477852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -5477855.000000 Penalty: 5242.176270
	Iteration 22Q: 3 clusters Score -5477855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -5477859.500000 Penalty: 5242.176270
	Iteration 23Q: 3 clusters Score -5477860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -5477866.000000 Penalty: 5242.176270
	Iteration 24Q: 3 clusters Score -5477866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -5477871.000000 Penalty: 5242.176270
	Iteration 25Q: 3 clusters Score -5477871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -5477882.000000 Penalty: 5242.176270
	Iteration 26Q: 3 clusters Score -5477882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -5477882.500000 Penalty: 5242.176270
	Iteration 27Q: 3 clusters Score -5477882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -5477890.000000 Penalty: 5242.176270
	Iteration 28Q: 3 clusters Score -5477890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -5477890.000000 Penalty: 5242.176270
	Iteration 29Q: 3 clusters Score -5477890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -5477897.000000 Penalty: 5242.176270
	Iteration 30Q: 3 clusters Score -5477897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -5477897.000000 Penalty: 5242.176270
	Iteration 31Q: 3 clusters Score -5477897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -5477896.500000 Penalty: 5242.176270
	Iteration 32Q: 3 clusters Score -5477896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -5477894.500000 Penalty: 5242.176270
	Iteration 33Q: 3 clusters Score -5477894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -5477893.000000 Penalty: 5242.176270
	Iteration 34Q: 3 clusters Score -5477893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -5477893.000000 Penalty: 5242.176270
	Iteration 35F: 3 clusters Score -5477893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Entering Unmasked Estep 
Score: -5801038.000000 Penalty: 2639.071289
	Iteration 0F: 2 clusters Score -5801038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -5772810.000000 Penalty: 5278.142578
	Iteration 0F: 3 clusters Score -5772810 nChanged 19076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -5783211.000000 Penalty: 5278.142578
	Iteration 1F: 3 clusters Score -5783211 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -5783704.000000 Penalty: 5278.142578
	Iteration 2Q: 3 clusters Score -5783704 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -5784191.000000 Penalty: 5278.142578
	Iteration 3Q: 3 clusters Score -5784191 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -5784626.500000 Penalty: 5278.142578
	Iteration 4Q: 3 clusters Score -5784626 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -5785127.500000 Penalty: 5278.142578
	Iteration 5Q: 3 clusters Score -5785128 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -5785740.500000 Penalty: 5278.142578
	Iteration 6Q: 3 clusters Score -5785740 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -5786662.000000 Penalty: 5278.142578
	Iteration 7Q: 3 clusters Score -5786662 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -5787991.500000 Penalty: 5278.142578
	Iteration 8F: 3 clusters Score -5787992 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -5789796.000000 Penalty: 5278.142578
	Iteration 9F: 3 clusters Score -5789796 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -5792096.000000 Penalty: 5278.142578
	Iteration 10F: 3 clusters Score -5792096 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -5794404.500000 Penalty: 5278.142578
	Iteration 11F: 3 clusters Score -5794404 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -5796163.000000 Penalty: 5278.142578
	Iteration 12F: 3 clusters Score -5796163 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -5797153.000000 Penalty: 5278.142578
	Iteration 13Q: 3 clusters Score -5797153 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -5797787.500000 Penalty: 5278.142578
	Iteration 14Q: 3 clusters Score -5797788 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -5798305.000000 Penalty: 5278.142578
	Iteration 15Q: 3 clusters Score -5798305 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -5798732.500000 Penalty: 5278.142578
	Iteration 16Q: 3 clusters Score -5798732 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -5799079.000000 Penalty: 5278.142578
	Iteration 17Q: 3 clusters Score -5799079 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -5799314.500000 Penalty: 5278.142578
	Iteration 18Q: 3 clusters Score -5799314 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -5799488.000000 Penalty: 5278.142578
	Iteration 19Q: 3 clusters Score -5799488 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -5799625.000000 Penalty: 5278.142578
	Iteration 20F: 3 clusters Score -5799625 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -5799717.000000 Penalty: 5278.142578
	Iteration 21Q: 3 clusters Score -5799717 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -5799766.000000 Penalty: 5278.142578
	Iteration 22Q: 3 clusters Score -5799766 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -5799787.500000 Penalty: 5278.142578
	Iteration 23Q: 3 clusters Score -5799788 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -5799787.500000 Penalty: 5278.142578
	Iteration 24Q: 3 clusters Score -5799788 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -5799797.000000 Penalty: 5278.142578
	Iteration 25Q: 3 clusters Score -5799797 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -5799788.000000 Penalty: 5278.142578
	Iteration 26Q: 3 clusters Score -5799788 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -5799804.000000 Penalty: 5278.142578
	Iteration 27Q: 3 clusters Score -5799804 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -5799791.000000 Penalty: 5278.142578
	Iteration 28Q: 3 clusters Score -5799791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -5799793.000000 Penalty: 5278.142578
	Iteration 29Q: 3 clusters Score -5799793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -5799799.500000 Penalty: 5278.142578
	Iteration 30Q: 3 clusters Score -5799800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -5799806.500000 Penalty: 5278.142578
	Iteration 31Q: 3 clusters Score -5799806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -5799803.500000 Penalty: 5278.142578
	Iteration 32Q: 3 clusters Score -5799804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -5799795.000000 Penalty: 5278.142578
	Iteration 33Q: 3 clusters Score -5799795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -5799802.000000 Penalty: 5278.142578
	Iteration 34Q: 3 clusters Score -5799802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -5799800.000000 Penalty: 5278.142578
	Iteration 35Q: 3 clusters Score -5799800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -5799800.500000 Penalty: 5278.142578
	Iteration 36Q: 3 clusters Score -5799800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -5799810.000000 Penalty: 5278.142578
	Iteration 37Q: 3 clusters Score -5799810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -5799808.500000 Penalty: 5278.142578
	Iteration 38Q: 3 clusters Score -5799808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -5799805.500000 Penalty: 5278.142578
	Iteration 39Q: 3 clusters Score -5799806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -5799804.000000 Penalty: 5278.142578
	Iteration 40F: 3 clusters Score -5799804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -5799805.000000 Penalty: 5278.142578
	Iteration 41Q: 3 clusters Score -5799805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -5799804.500000 Penalty: 5278.142578
	Iteration 42Q: 3 clusters Score -5799804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -5799799.000000 Penalty: 5278.142578
	Iteration 43Q: 3 clusters Score -5799799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -5799810.000000 Penalty: 5278.142578
	Iteration 44Q: 3 clusters Score -5799810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -5799818.000000 Penalty: 5278.142578
	Iteration 45Q: 3 clusters Score -5799818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -5799811.500000 Penalty: 5278.142578
	Iteration 46Q: 3 clusters Score -5799812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -5799808.500000 Penalty: 5278.142578
	Iteration 47Q: 3 clusters Score -5799808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -5799818.500000 Penalty: 5278.142578
	Iteration 48Q: 3 clusters Score -5799818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -5799820.500000 Penalty: 5278.142578
	Iteration 49Q: 3 clusters Score -5799820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -5799826.000000 Penalty: 5278.142578
	Iteration 50Q: 3 clusters Score -5799826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -5799823.500000 Penalty: 5278.142578
	Iteration 51Q: 3 clusters Score -5799824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -5799824.000000 Penalty: 5278.142578
	Iteration 52Q: 3 clusters Score -5799824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -5799824.000000 Penalty: 5278.142578
	Iteration 53F: 3 clusters Score -5799824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (78829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78829 members 
Entering Unmasked Estep 
Score: -10870571.000000 Penalty: 2796.208984
	Iteration 0F: 2 clusters Score -1.087057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -10817460.000000 Penalty: 5592.417969
	Iteration 0F: 3 clusters Score -1.081746e+07 nChanged 37046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -10838712.000000 Penalty: 5592.417969
	Iteration 1F: 3 clusters Score -1.083871e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -10839518.000000 Penalty: 5592.417969
	Iteration 2Q: 3 clusters Score -1.083952e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -10840347.000000 Penalty: 5592.417969
	Iteration 3Q: 3 clusters Score -1.084035e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -10841436.000000 Penalty: 5592.417969
	Iteration 4Q: 3 clusters Score -1.084144e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -10842916.000000 Penalty: 5592.417969
	Iteration 5Q: 3 clusters Score -1.084292e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -10844737.000000 Penalty: 5592.417969
	Iteration 6Q: 3 clusters Score -1.084474e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -10847645.000000 Penalty: 5592.417969
	Iteration 7F: 3 clusters Score -1.084764e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -10851881.000000 Penalty: 5592.417969
	Iteration 8F: 3 clusters Score -1.085188e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -10856959.000000 Penalty: 5592.417969
	Iteration 9F: 3 clusters Score -1.085696e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -10860794.000000 Penalty: 5592.417969
	Iteration 10F: 3 clusters Score -1.086079e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -10862822.000000 Penalty: 5592.417969
	Iteration 11Q: 3 clusters Score -1.086282e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -10863652.000000 Penalty: 5592.417969
	Iteration 12Q: 3 clusters Score -1.086365e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -10864082.000000 Penalty: 5592.417969
	Iteration 13Q: 3 clusters Score -1.086408e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -10864363.000000 Penalty: 5592.417969
	Iteration 14Q: 3 clusters Score -1.086436e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -10864530.000000 Penalty: 5592.417969
	Iteration 15Q: 3 clusters Score -1.086453e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -10864703.000000 Penalty: 5592.417969
	Iteration 16Q: 3 clusters Score -1.08647e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 46650 members 
Entering Unmasked Estep 
Score: -10864875.000000 Penalty: 5592.417969
	Iteration 17Q: 3 clusters Score -1.086488e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -10864900.000000 Penalty: 5592.417969
	Iteration 18Q: 3 clusters Score -1.08649e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -10865022.000000 Penalty: 5592.417969
	Iteration 19Q: 3 clusters Score -1.086502e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -10865107.000000 Penalty: 5592.417969
	Iteration 20F: 3 clusters Score -1.086511e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -10865131.000000 Penalty: 5592.417969
	Iteration 21Q: 3 clusters Score -1.086513e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -10865165.000000 Penalty: 5592.417969
	Iteration 22Q: 3 clusters Score -1.086516e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -10865207.000000 Penalty: 5592.417969
	Iteration 23Q: 3 clusters Score -1.086521e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -10865209.000000 Penalty: 5592.417969
	Iteration 24Q: 3 clusters Score -1.086521e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -10865232.000000 Penalty: 5592.417969
	Iteration 25Q: 3 clusters Score -1.086523e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -10865263.000000 Penalty: 5592.417969
	Iteration 26Q: 3 clusters Score -1.086526e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -10865291.000000 Penalty: 5592.417969
	Iteration 27Q: 3 clusters Score -1.086529e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
Score: -10865329.000000 Penalty: 5592.417969
	Iteration 28Q: 3 clusters Score -1.086533e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -10865322.000000 Penalty: 5592.417969
	Iteration 29Q: 3 clusters Score -1.086532e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -10865308.000000 Penalty: 5592.417969
	Iteration 30Q: 3 clusters Score -1.086531e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -10865323.000000 Penalty: 5592.417969
	Iteration 31Q: 3 clusters Score -1.086532e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -10865313.000000 Penalty: 5592.417969
	Iteration 32Q: 3 clusters Score -1.086531e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -10865292.000000 Penalty: 5592.417969
	Iteration 33Q: 3 clusters Score -1.086529e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -10865311.000000 Penalty: 5592.417969
	Iteration 34Q: 3 clusters Score -1.086531e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 50397 members 
Entering Unmasked Estep 
Score: -10865317.000000 Penalty: 5592.417969
	Iteration 35Q: 3 clusters Score -1.086532e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -10865307.000000 Penalty: 5592.417969
	Iteration 36Q: 3 clusters Score -1.086531e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -10865316.000000 Penalty: 5592.417969
	Iteration 37Q: 3 clusters Score -1.086532e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -10865304.000000 Penalty: 5592.417969
	Iteration 38Q: 3 clusters Score -1.08653e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -10865320.000000 Penalty: 5592.417969
	Iteration 39Q: 3 clusters Score -1.086532e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -10865315.000000 Penalty: 5592.417969
	Iteration 40F: 3 clusters Score -1.086532e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -10865320.000000 Penalty: 5592.417969
	Iteration 41Q: 3 clusters Score -1.086532e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -10865306.000000 Penalty: 5592.417969
	Iteration 42Q: 3 clusters Score -1.086531e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -10865313.000000 Penalty: 5592.417969
	Iteration 43Q: 3 clusters Score -1.086531e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -10865306.000000 Penalty: 5592.417969
	Iteration 44Q: 3 clusters Score -1.086531e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -10865320.000000 Penalty: 5592.417969
	Iteration 45Q: 3 clusters Score -1.086532e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -10865303.000000 Penalty: 5592.417969
	Iteration 46Q: 3 clusters Score -1.08653e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -10865305.000000 Penalty: 5592.417969
	Iteration 47Q: 3 clusters Score -1.08653e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 51115 members 
Entering Unmasked Estep 
Score: -10865290.000000 Penalty: 5592.417969
	Iteration 48Q: 3 clusters Score -1.086529e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -10865303.000000 Penalty: 5592.417969
	Iteration 49Q: 3 clusters Score -1.08653e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 51203 members 
Entering Unmasked Estep 
Score: -10865335.000000 Penalty: 5592.417969
	Iteration 50Q: 3 clusters Score -1.086534e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 51246 members 
Entering Unmasked Estep 
Score: -10865332.000000 Penalty: 5592.417969
	Iteration 51Q: 3 clusters Score -1.086533e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -10865340.000000 Penalty: 5592.417969
	Iteration 52Q: 3 clusters Score -1.086534e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -10865350.000000 Penalty: 5592.417969
	Iteration 53Q: 3 clusters Score -1.086535e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -10865362.000000 Penalty: 5592.417969
	Iteration 54Q: 3 clusters Score -1.086536e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 51392 members 
Entering Unmasked Estep 
Score: -10865343.000000 Penalty: 5592.417969
	Iteration 55Q: 3 clusters Score -1.086534e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 51428 members 
Entering Unmasked Estep 
Score: -10865327.000000 Penalty: 5592.417969
	Iteration 56Q: 3 clusters Score -1.086533e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -10865328.000000 Penalty: 5592.417969
	Iteration 57Q: 3 clusters Score -1.086533e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -10865328.000000 Penalty: 5592.417969
	Iteration 58Q: 3 clusters Score -1.086533e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -10865341.000000 Penalty: 5592.417969
	Iteration 59Q: 3 clusters Score -1.086534e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 51585 members 
Entering Unmasked Estep 
Score: -10865353.000000 Penalty: 5592.417969
	Iteration 60F: 3 clusters Score -1.086535e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
Score: -10865351.000000 Penalty: 5592.417969
	Iteration 61Q: 3 clusters Score -1.086535e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -10865347.000000 Penalty: 5592.417969
	Iteration 62Q: 3 clusters Score -1.086535e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -10865343.000000 Penalty: 5592.417969
	Iteration 63Q: 3 clusters Score -1.086534e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 51763 members 
Entering Unmasked Estep 
Score: -10865354.000000 Penalty: 5592.417969
	Iteration 64Q: 3 clusters Score -1.086535e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -10865375.000000 Penalty: 5592.417969
	Iteration 65Q: 3 clusters Score -1.086538e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -10865372.000000 Penalty: 5592.417969
	Iteration 66Q: 3 clusters Score -1.086537e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -10865370.000000 Penalty: 5592.417969
	Iteration 67Q: 3 clusters Score -1.086537e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -10865359.000000 Penalty: 5592.417969
	Iteration 68Q: 3 clusters Score -1.086536e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -10865360.000000 Penalty: 5592.417969
	Iteration 69Q: 3 clusters Score -1.086536e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -10865358.000000 Penalty: 5592.417969
	Iteration 70Q: 3 clusters Score -1.086536e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -10865366.000000 Penalty: 5592.417969
	Iteration 71Q: 3 clusters Score -1.086537e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -10865361.000000 Penalty: 5592.417969
	Iteration 72Q: 3 clusters Score -1.086536e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 52394 members 
Entering Unmasked Estep 
Score: -10865381.000000 Penalty: 5592.417969
	Iteration 73Q: 3 clusters Score -1.086538e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -10865376.000000 Penalty: 5592.417969
	Iteration 74Q: 3 clusters Score -1.086538e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 52488 members 
Entering Unmasked Estep 
Score: -10865378.000000 Penalty: 5592.417969
	Iteration 75Q: 3 clusters Score -1.086538e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -10865386.000000 Penalty: 5592.417969
	Iteration 76Q: 3 clusters Score -1.086539e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 52544 members 
Entering Unmasked Estep 
Score: -10865387.000000 Penalty: 5592.417969
	Iteration 77Q: 3 clusters Score -1.086539e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -10865389.000000 Penalty: 5592.417969
	Iteration 78Q: 3 clusters Score -1.086539e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
Score: -10865385.000000 Penalty: 5592.417969
	Iteration 79Q: 3 clusters Score -1.086538e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 52599 members 
Entering Unmasked Estep 
Score: -10865388.000000 Penalty: 5592.417969
	Iteration 80F: 3 clusters Score -1.086539e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 52619 members 
Entering Unmasked Estep 
Score: -10865374.000000 Penalty: 5592.417969
	Iteration 81Q: 3 clusters Score -1.086537e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -10865382.000000 Penalty: 5592.417969
	Iteration 82Q: 3 clusters Score -1.086538e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -10865383.000000 Penalty: 5592.417969
	Iteration 83Q: 3 clusters Score -1.086538e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -10865396.000000 Penalty: 5592.417969
	Iteration 84Q: 3 clusters Score -1.08654e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -10865411.000000 Penalty: 5592.417969
	Iteration 85Q: 3 clusters Score -1.086541e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 52764 members 
Entering Unmasked Estep 
Score: -10865405.000000 Penalty: 5592.417969
	Iteration 86Q: 3 clusters Score -1.08654e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 52790 members 
Entering Unmasked Estep 
Score: -10865394.000000 Penalty: 5592.417969
	Iteration 87Q: 3 clusters Score -1.086539e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 52822 members 
Entering Unmasked Estep 
Score: -10865382.000000 Penalty: 5592.417969
	Iteration 88Q: 3 clusters Score -1.086538e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 52864 members 
Entering Unmasked Estep 
Score: -10865372.000000 Penalty: 5592.417969
	Iteration 89Q: 3 clusters Score -1.086537e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 52903 members 
Entering Unmasked Estep 
Score: -10865381.000000 Penalty: 5592.417969
	Iteration 90Q: 3 clusters Score -1.086538e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 52942 members 
Entering Unmasked Estep 
Score: -10865386.000000 Penalty: 5592.417969
	Iteration 91Q: 3 clusters Score -1.086539e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -10865404.000000 Penalty: 5592.417969
	Iteration 92Q: 3 clusters Score -1.08654e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 53035 members 
Entering Unmasked Estep 
Score: -10865392.000000 Penalty: 5592.417969
	Iteration 93Q: 3 clusters Score -1.086539e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -10865386.000000 Penalty: 5592.417969
	Iteration 94Q: 3 clusters Score -1.086539e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -10865406.000000 Penalty: 5592.417969
	Iteration 95Q: 3 clusters Score -1.086541e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 53193 members 
Entering Unmasked Estep 
Score: -10865413.000000 Penalty: 5592.417969
	Iteration 96Q: 3 clusters Score -1.086541e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -10865409.000000 Penalty: 5592.417969
	Iteration 97Q: 3 clusters Score -1.086541e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 53286 members 
Entering Unmasked Estep 
Score: -10865435.000000 Penalty: 5592.417969
	Iteration 98Q: 3 clusters Score -1.086544e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 53314 members 
Entering Unmasked Estep 
Score: -10865440.000000 Penalty: 5592.417969
	Iteration 99Q: 3 clusters Score -1.086544e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 53348 members 
Entering Unmasked Estep 
Score: -10865459.000000 Penalty: 5592.417969
	Iteration 100F: 3 clusters Score -1.086546e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 53382 members 
Entering Unmasked Estep 
Score: -10865474.000000 Penalty: 5592.417969
	Iteration 101Q: 3 clusters Score -1.086547e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 53422 members 
Entering Unmasked Estep 
Score: -10865470.000000 Penalty: 5592.417969
	Iteration 102Q: 3 clusters Score -1.086547e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 53456 members 
Entering Unmasked Estep 
Score: -10865471.000000 Penalty: 5592.417969
	Iteration 103Q: 3 clusters Score -1.086547e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 53487 members 
Entering Unmasked Estep 
Score: -10865479.000000 Penalty: 5592.417969
	Iteration 104Q: 3 clusters Score -1.086548e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -10865502.000000 Penalty: 5592.417969
	Iteration 105Q: 3 clusters Score -1.08655e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 53557 members 
Entering Unmasked Estep 
Score: -10865505.000000 Penalty: 5592.417969
	Iteration 106Q: 3 clusters Score -1.08655e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -10865510.000000 Penalty: 5592.417969
	Iteration 107Q: 3 clusters Score -1.086551e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 53637 members 
Entering Unmasked Estep 
Score: -10865506.000000 Penalty: 5592.417969
	Iteration 108Q: 3 clusters Score -1.086551e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 53679 members 
Entering Unmasked Estep 
Score: -10865516.000000 Penalty: 5592.417969
	Iteration 109Q: 3 clusters Score -1.086552e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -10865496.000000 Penalty: 5592.417969
	Iteration 110Q: 3 clusters Score -1.08655e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 53760 members 
Entering Unmasked Estep 
Score: -10865503.000000 Penalty: 5592.417969
	Iteration 111Q: 3 clusters Score -1.08655e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 53796 members 
Entering Unmasked Estep 
Score: -10865501.000000 Penalty: 5592.417969
	Iteration 112Q: 3 clusters Score -1.08655e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -10865501.000000 Penalty: 5592.417969
	Iteration 113Q: 3 clusters Score -1.08655e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -10865498.000000 Penalty: 5592.417969
	Iteration 114Q: 3 clusters Score -1.08655e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 53893 members 
Entering Unmasked Estep 
Score: -10865506.000000 Penalty: 5592.417969
	Iteration 115Q: 3 clusters Score -1.086551e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 53927 members 
Entering Unmasked Estep 
Score: -10865496.000000 Penalty: 5592.417969
	Iteration 116Q: 3 clusters Score -1.08655e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 53953 members 
Entering Unmasked Estep 
Score: -10865501.000000 Penalty: 5592.417969
	Iteration 117Q: 3 clusters Score -1.08655e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -10865487.000000 Penalty: 5592.417969
	Iteration 118Q: 3 clusters Score -1.086549e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 54024 members 
Entering Unmasked Estep 
Score: -10865500.000000 Penalty: 5592.417969
	Iteration 119Q: 3 clusters Score -1.08655e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -10865502.000000 Penalty: 5592.417969
	Iteration 120F: 3 clusters Score -1.08655e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -10865515.000000 Penalty: 5592.417969
	Iteration 121Q: 3 clusters Score -1.086552e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -10865504.000000 Penalty: 5592.417969
	Iteration 122Q: 3 clusters Score -1.08655e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -10865518.000000 Penalty: 5592.417969
	Iteration 123Q: 3 clusters Score -1.086552e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -10865517.000000 Penalty: 5592.417969
	Iteration 124Q: 3 clusters Score -1.086552e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 54211 members 
Entering Unmasked Estep 
Score: -10865519.000000 Penalty: 5592.417969
	Iteration 125Q: 3 clusters Score -1.086552e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -10865522.000000 Penalty: 5592.417969
	Iteration 126Q: 3 clusters Score -1.086552e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 54256 members 
Entering Unmasked Estep 
Score: -10865529.000000 Penalty: 5592.417969
	Iteration 127Q: 3 clusters Score -1.086553e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 54277 members 
Entering Unmasked Estep 
Score: -10865506.000000 Penalty: 5592.417969
	Iteration 128Q: 3 clusters Score -1.086551e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -10865513.000000 Penalty: 5592.417969
	Iteration 129Q: 3 clusters Score -1.086551e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 54327 members 
Entering Unmasked Estep 
Score: -10865510.000000 Penalty: 5592.417969
	Iteration 130Q: 3 clusters Score -1.086551e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -10865534.000000 Penalty: 5592.417969
	Iteration 131Q: 3 clusters Score -1.086553e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 54410 members 
Entering Unmasked Estep 
Score: -10865518.000000 Penalty: 5592.417969
	Iteration 132Q: 3 clusters Score -1.086552e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -10865529.000000 Penalty: 5592.417969
	Iteration 133Q: 3 clusters Score -1.086553e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 54515 members 
Entering Unmasked Estep 
Score: -10865530.000000 Penalty: 5592.417969
	Iteration 134Q: 3 clusters Score -1.086553e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -10865521.000000 Penalty: 5592.417969
	Iteration 135Q: 3 clusters Score -1.086552e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -10865513.000000 Penalty: 5592.417969
	Iteration 136Q: 3 clusters Score -1.086551e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 54672 members 
Entering Unmasked Estep 
Score: -10865532.000000 Penalty: 5592.417969
	Iteration 137Q: 3 clusters Score -1.086553e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 54706 members 
Entering Unmasked Estep 
Score: -10865543.000000 Penalty: 5592.417969
	Iteration 138Q: 3 clusters Score -1.086554e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 54743 members 
Entering Unmasked Estep 
Score: -10865531.000000 Penalty: 5592.417969
	Iteration 139Q: 3 clusters Score -1.086553e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 54784 members 
Entering Unmasked Estep 
Score: -10865544.000000 Penalty: 5592.417969
	Iteration 140F: 3 clusters Score -1.086554e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -10865547.000000 Penalty: 5592.417969
	Iteration 141Q: 3 clusters Score -1.086555e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 54871 members 
Entering Unmasked Estep 
Score: -10865553.000000 Penalty: 5592.417969
	Iteration 142Q: 3 clusters Score -1.086555e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
Score: -10865547.000000 Penalty: 5592.417969
	Iteration 143Q: 3 clusters Score -1.086555e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 54954 members 
Entering Unmasked Estep 
Score: -10865544.000000 Penalty: 5592.417969
	Iteration 144Q: 3 clusters Score -1.086554e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 55003 members 
Entering Unmasked Estep 
Score: -10865566.000000 Penalty: 5592.417969
	Iteration 145Q: 3 clusters Score -1.086557e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 55074 members 
Entering Unmasked Estep 
Score: -10865544.000000 Penalty: 5592.417969
	Iteration 146Q: 3 clusters Score -1.086554e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -10865535.000000 Penalty: 5592.417969
	Iteration 147Q: 3 clusters Score -1.086554e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -10865550.000000 Penalty: 5592.417969
	Iteration 148Q: 3 clusters Score -1.086555e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 55292 members 
Entering Unmasked Estep 
Score: -10865577.000000 Penalty: 5592.417969
	Iteration 149Q: 3 clusters Score -1.086558e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 55352 members 
Entering Unmasked Estep 
Score: -10865569.000000 Penalty: 5592.417969
	Iteration 150Q: 3 clusters Score -1.086557e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 55414 members 
Entering Unmasked Estep 
Score: -10865572.000000 Penalty: 5592.417969
	Iteration 151Q: 3 clusters Score -1.086557e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 55472 members 
Entering Unmasked Estep 
Score: -10865563.000000 Penalty: 5592.417969
	Iteration 152Q: 3 clusters Score -1.086556e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -10865565.000000 Penalty: 5592.417969
	Iteration 153Q: 3 clusters Score -1.086556e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 55574 members 
Entering Unmasked Estep 
Score: -10865589.000000 Penalty: 5592.417969
	Iteration 154Q: 3 clusters Score -1.086559e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -10865575.000000 Penalty: 5592.417969
	Iteration 155Q: 3 clusters Score -1.086558e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -10865591.000000 Penalty: 5592.417969
	Iteration 156Q: 3 clusters Score -1.086559e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 55721 members 
Entering Unmasked Estep 
Score: -10865597.000000 Penalty: 5592.417969
	Iteration 157Q: 3 clusters Score -1.08656e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 55764 members 
Entering Unmasked Estep 
Score: -10865597.000000 Penalty: 5592.417969
	Iteration 158Q: 3 clusters Score -1.08656e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -10865610.000000 Penalty: 5592.417969
	Iteration 159Q: 3 clusters Score -1.086561e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 55854 members 
Entering Unmasked Estep 
Score: -10865606.000000 Penalty: 5592.417969
	Iteration 160F: 3 clusters Score -1.086561e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -10865615.000000 Penalty: 5592.417969
	Iteration 161Q: 3 clusters Score -1.086562e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 55942 members 
Entering Unmasked Estep 
Score: -10865600.000000 Penalty: 5592.417969
	Iteration 162Q: 3 clusters Score -1.08656e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 55986 members 
Entering Unmasked Estep 
Score: -10865577.000000 Penalty: 5592.417969
	Iteration 163Q: 3 clusters Score -1.086558e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 56031 members 
Entering Unmasked Estep 
Score: -10865590.000000 Penalty: 5592.417969
	Iteration 164Q: 3 clusters Score -1.086559e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 56067 members 
Entering Unmasked Estep 
Score: -10865599.000000 Penalty: 5592.417969
	Iteration 165Q: 3 clusters Score -1.08656e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -10865580.000000 Penalty: 5592.417969
	Iteration 166Q: 3 clusters Score -1.086558e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 56143 members 
Entering Unmasked Estep 
Score: -10865572.000000 Penalty: 5592.417969
	Iteration 167Q: 3 clusters Score -1.086557e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -10865587.000000 Penalty: 5592.417969
	Iteration 168Q: 3 clusters Score -1.086559e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 56188 members 
Entering Unmasked Estep 
Score: -10865590.000000 Penalty: 5592.417969
	Iteration 169Q: 3 clusters Score -1.086559e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 56211 members 
Entering Unmasked Estep 
Score: -10865595.000000 Penalty: 5592.417969
	Iteration 170Q: 3 clusters Score -1.08656e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 56238 members 
Entering Unmasked Estep 
Score: -10865572.000000 Penalty: 5592.417969
	Iteration 171Q: 3 clusters Score -1.086557e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 56261 members 
Entering Unmasked Estep 
Score: -10865590.000000 Penalty: 5592.417969
	Iteration 172Q: 3 clusters Score -1.086559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 56277 members 
Entering Unmasked Estep 
Score: -10865594.000000 Penalty: 5592.417969
	Iteration 173Q: 3 clusters Score -1.086559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 56293 members 
Entering Unmasked Estep 
Score: -10865598.000000 Penalty: 5592.417969
	Iteration 174Q: 3 clusters Score -1.08656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 56300 members 
Entering Unmasked Estep 
Score: -10865598.000000 Penalty: 5592.417969
	Iteration 175Q: 3 clusters Score -1.08656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 56306 members 
Entering Unmasked Estep 
Score: -10865596.000000 Penalty: 5592.417969
	Iteration 176Q: 3 clusters Score -1.08656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
Score: -10865587.000000 Penalty: 5592.417969
	Iteration 177Q: 3 clusters Score -1.086559e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
Score: -10865584.000000 Penalty: 5592.417969
	Iteration 178Q: 3 clusters Score -1.086558e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 56337 members 
Entering Unmasked Estep 
Score: -10865581.000000 Penalty: 5592.417969
	Iteration 179Q: 3 clusters Score -1.086558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
Score: -10865573.000000 Penalty: 5592.417969
	Iteration 180F: 3 clusters Score -1.086557e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -10865566.000000 Penalty: 5592.417969
	Iteration 181Q: 3 clusters Score -1.086557e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -10865577.000000 Penalty: 5592.417969
	Iteration 182Q: 3 clusters Score -1.086558e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 56403 members 
Entering Unmasked Estep 
Score: -10865579.000000 Penalty: 5592.417969
	Iteration 183Q: 3 clusters Score -1.086558e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 56414 members 
Entering Unmasked Estep 
Score: -10865580.000000 Penalty: 5592.417969
	Iteration 184Q: 3 clusters Score -1.086558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 56427 members 
Entering Unmasked Estep 
Score: -10865580.000000 Penalty: 5592.417969
	Iteration 185Q: 3 clusters Score -1.086558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 56440 members 
Entering Unmasked Estep 
Score: -10865588.000000 Penalty: 5592.417969
	Iteration 186Q: 3 clusters Score -1.086559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -10865594.000000 Penalty: 5592.417969
	Iteration 187Q: 3 clusters Score -1.086559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 56470 members 
Entering Unmasked Estep 
Score: -10865601.000000 Penalty: 5592.417969
	Iteration 188Q: 3 clusters Score -1.08656e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 56489 members 
Entering Unmasked Estep 
Score: -10865611.000000 Penalty: 5592.417969
	Iteration 189Q: 3 clusters Score -1.086561e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 56510 members 
Entering Unmasked Estep 
Score: -10865617.000000 Penalty: 5592.417969
	Iteration 190Q: 3 clusters Score -1.086562e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 56537 members 
Entering Unmasked Estep 
Score: -10865610.000000 Penalty: 5592.417969
	Iteration 191Q: 3 clusters Score -1.086561e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 56556 members 
Entering Unmasked Estep 
Score: -10865618.000000 Penalty: 5592.417969
	Iteration 192Q: 3 clusters Score -1.086562e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 56572 members 
Entering Unmasked Estep 
Score: -10865630.000000 Penalty: 5592.417969
	Iteration 193Q: 3 clusters Score -1.086563e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 56600 members 
Entering Unmasked Estep 
Score: -10865601.000000 Penalty: 5592.417969
	Iteration 194Q: 3 clusters Score -1.08656e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -10865595.000000 Penalty: 5592.417969
	Iteration 195Q: 3 clusters Score -1.08656e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -10865612.000000 Penalty: 5592.417969
	Iteration 196Q: 3 clusters Score -1.086561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 56663 members 
Entering Unmasked Estep 
Score: -10865605.000000 Penalty: 5592.417969
	Iteration 197Q: 3 clusters Score -1.08656e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 56682 members 
Entering Unmasked Estep 
Score: -10865608.000000 Penalty: 5592.417969
	Iteration 198Q: 3 clusters Score -1.086561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -10865602.000000 Penalty: 5592.417969
	Iteration 199Q: 3 clusters Score -1.08656e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 56716 members 
Entering Unmasked Estep 
Score: -10865599.000000 Penalty: 5592.417969
	Iteration 200F: 3 clusters Score -1.08656e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 56737 members 
Entering Unmasked Estep 
Score: -10865581.000000 Penalty: 5592.417969
	Iteration 201Q: 3 clusters Score -1.086558e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 56756 members 
Entering Unmasked Estep 
Score: -10865586.000000 Penalty: 5592.417969
	Iteration 202Q: 3 clusters Score -1.086559e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 56775 members 
Entering Unmasked Estep 
Score: -10865585.000000 Penalty: 5592.417969
	Iteration 203Q: 3 clusters Score -1.086558e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 56796 members 
Entering Unmasked Estep 
Score: -10865586.000000 Penalty: 5592.417969
	Iteration 204Q: 3 clusters Score -1.086559e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -10865586.000000 Penalty: 5592.417969
	Iteration 205Q: 3 clusters Score -1.086559e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 56828 members 
Entering Unmasked Estep 
Score: -10865582.000000 Penalty: 5592.417969
	Iteration 206Q: 3 clusters Score -1.086558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 56837 members 
Entering Unmasked Estep 
Score: -10865590.000000 Penalty: 5592.417969
	Iteration 207Q: 3 clusters Score -1.086559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -10865596.000000 Penalty: 5592.417969
	Iteration 208Q: 3 clusters Score -1.08656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 56848 members 
Entering Unmasked Estep 
Score: -10865596.000000 Penalty: 5592.417969
	Iteration 209Q: 3 clusters Score -1.08656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 56855 members 
Entering Unmasked Estep 
Score: -10865585.000000 Penalty: 5592.417969
	Iteration 210Q: 3 clusters Score -1.086558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 56863 members 
Entering Unmasked Estep 
Score: -10865598.000000 Penalty: 5592.417969
	Iteration 211Q: 3 clusters Score -1.08656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -10865590.000000 Penalty: 5592.417969
	Iteration 212Q: 3 clusters Score -1.086559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 56874 members 
Entering Unmasked Estep 
Score: -10865593.000000 Penalty: 5592.417969
	Iteration 213Q: 3 clusters Score -1.086559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 56879 members 
Entering Unmasked Estep 
Score: -10865588.000000 Penalty: 5592.417969
	Iteration 214Q: 3 clusters Score -1.086559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 56882 members 
Entering Unmasked Estep 
Score: -10865589.000000 Penalty: 5592.417969
	Iteration 215Q: 3 clusters Score -1.086559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -10865595.000000 Penalty: 5592.417969
	Iteration 216Q: 3 clusters Score -1.08656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 56886 members 
Entering Unmasked Estep 
Score: -10865599.000000 Penalty: 5592.417969
	Iteration 217Q: 3 clusters Score -1.08656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 56886 members 
Entering Unmasked Estep 
Score: -10865599.000000 Penalty: 5592.417969
	Iteration 218F: 3 clusters Score -1.08656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Entering Unmasked Estep 
Score: -3708107.000000 Penalty: 2523.834961
	Iteration 0F: 2 clusters Score -3708107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -3689951.250000 Penalty: 5047.669922
	Iteration 0F: 3 clusters Score -3689951 nChanged 11818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -3696298.000000 Penalty: 5047.669922
	Iteration 1F: 3 clusters Score -3696298 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -3696808.500000 Penalty: 5047.669922
	Iteration 2F: 3 clusters Score -3696808 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -3697300.250000 Penalty: 5047.669922
	Iteration 3Q: 3 clusters Score -3697300 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -3697798.250000 Penalty: 5047.669922
	Iteration 4Q: 3 clusters Score -3697798 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -3698301.250000 Penalty: 5047.669922
	Iteration 5Q: 3 clusters Score -3698301 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -3698961.500000 Penalty: 5047.669922
	Iteration 6Q: 3 clusters Score -3698962 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -3699762.000000 Penalty: 5047.669922
	Iteration 7Q: 3 clusters Score -3699762 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -3700761.250000 Penalty: 5047.669922
	Iteration 8F: 3 clusters Score -3700761 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -3701860.750000 Penalty: 5047.669922
	Iteration 9F: 3 clusters Score -3701861 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -3702795.250000 Penalty: 5047.669922
	Iteration 10Q: 3 clusters Score -3702795 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -3703464.750000 Penalty: 5047.669922
	Iteration 11Q: 3 clusters Score -3703465 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3703900.000000 Penalty: 5047.669922
	Iteration 12Q: 3 clusters Score -3703900 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -3704210.000000 Penalty: 5047.669922
	Iteration 13Q: 3 clusters Score -3704210 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -3704490.500000 Penalty: 5047.669922
	Iteration 14Q: 3 clusters Score -3704490 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3704727.500000 Penalty: 5047.669922
	Iteration 15Q: 3 clusters Score -3704728 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3704924.750000 Penalty: 5047.669922
	Iteration 16Q: 3 clusters Score -3704925 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3705079.250000 Penalty: 5047.669922
	Iteration 17Q: 3 clusters Score -3705079 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3705210.500000 Penalty: 5047.669922
	Iteration 18Q: 3 clusters Score -3705210 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3705322.500000 Penalty: 5047.669922
	Iteration 19Q: 3 clusters Score -3705322 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3705426.250000 Penalty: 5047.669922
	Iteration 20F: 3 clusters Score -3705426 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3705481.750000 Penalty: 5047.669922
	Iteration 21Q: 3 clusters Score -3705482 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3705545.750000 Penalty: 5047.669922
	Iteration 22Q: 3 clusters Score -3705546 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3705606.500000 Penalty: 5047.669922
	Iteration 23Q: 3 clusters Score -3705606 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3705654.250000 Penalty: 5047.669922
	Iteration 24Q: 3 clusters Score -3705654 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3705692.750000 Penalty: 5047.669922
	Iteration 25Q: 3 clusters Score -3705693 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3705752.250000 Penalty: 5047.669922
	Iteration 26Q: 3 clusters Score -3705752 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3705787.750000 Penalty: 5047.669922
	Iteration 27Q: 3 clusters Score -3705788 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3705818.250000 Penalty: 5047.669922
	Iteration 28Q: 3 clusters Score -3705818 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3705839.500000 Penalty: 5047.669922
	Iteration 29Q: 3 clusters Score -3705840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3705852.750000 Penalty: 5047.669922
	Iteration 30Q: 3 clusters Score -3705853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3705866.500000 Penalty: 5047.669922
	Iteration 31Q: 3 clusters Score -3705866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3705889.000000 Penalty: 5047.669922
	Iteration 32Q: 3 clusters Score -3705889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3705906.500000 Penalty: 5047.669922
	Iteration 33Q: 3 clusters Score -3705906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3705923.000000 Penalty: 5047.669922
	Iteration 34Q: 3 clusters Score -3705923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3705942.500000 Penalty: 5047.669922
	Iteration 35Q: 3 clusters Score -3705942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3705954.500000 Penalty: 5047.669922
	Iteration 36Q: 3 clusters Score -3705954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3705962.500000 Penalty: 5047.669922
	Iteration 37Q: 3 clusters Score -3705962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3705966.000000 Penalty: 5047.669922
	Iteration 38Q: 3 clusters Score -3705966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3705971.750000 Penalty: 5047.669922
	Iteration 39Q: 3 clusters Score -3705972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3705975.250000 Penalty: 5047.669922
	Iteration 40F: 3 clusters Score -3705975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3705979.500000 Penalty: 5047.669922
	Iteration 41Q: 3 clusters Score -3705980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3705983.250000 Penalty: 5047.669922
	Iteration 42Q: 3 clusters Score -3705983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3705985.000000 Penalty: 5047.669922
	Iteration 43Q: 3 clusters Score -3705985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3705988.500000 Penalty: 5047.669922
	Iteration 44Q: 3 clusters Score -3705988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3705987.250000 Penalty: 5047.669922
	Iteration 45Q: 3 clusters Score -3705987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3705994.500000 Penalty: 5047.669922
	Iteration 46Q: 3 clusters Score -3705994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3705994.750000 Penalty: 5047.669922
	Iteration 47Q: 3 clusters Score -3705995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3705987.750000 Penalty: 5047.669922
	Iteration 48Q: 3 clusters Score -3705988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3705993.250000 Penalty: 5047.669922
	Iteration 49Q: 3 clusters Score -3705993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3705995.000000 Penalty: 5047.669922
	Iteration 50Q: 3 clusters Score -3705995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3705997.000000 Penalty: 5047.669922
	Iteration 51Q: 3 clusters Score -3705997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3705997.000000 Penalty: 5047.669922
	Iteration 52F: 3 clusters Score -3705997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (61827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61827 members 
Entering Unmasked Estep 
Score: -8655759.000000 Penalty: 2735.959717
	Iteration 0F: 2 clusters Score -8655759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -8614329.000000 Penalty: 5471.919434
	Iteration 0F: 3 clusters Score -8614329 nChanged 28583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -8630510.000000 Penalty: 5471.919434
	Iteration 1F: 3 clusters Score -8630510 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -8631427.000000 Penalty: 5471.919434
	Iteration 2Q: 3 clusters Score -8631427 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -8632606.000000 Penalty: 5471.919434
	Iteration 3Q: 3 clusters Score -8632606 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -8634249.000000 Penalty: 5471.919434
	Iteration 4F: 3 clusters Score -8634249 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -8636993.000000 Penalty: 5471.919434
	Iteration 5F: 3 clusters Score -8636993 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -8640962.000000 Penalty: 5471.919434
	Iteration 6F: 3 clusters Score -8640962 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -8645396.000000 Penalty: 5471.919434
	Iteration 7F: 3 clusters Score -8645396 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -8649162.000000 Penalty: 5471.919434
	Iteration 8F: 3 clusters Score -8649162 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59649 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -8651524.000000 Penalty: 5471.919434
	Iteration 9Q: 3 clusters Score -8651524 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60747 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -8652552.000000 Penalty: 5471.919434
	Iteration 10Q: 3 clusters Score -8652552 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61162 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8652956.000000 Penalty: 5471.919434
	Iteration 11Q: 3 clusters Score -8652956 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61339 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8653169.000000 Penalty: 5471.919434
	Iteration 12Q: 3 clusters Score -8653169 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61434 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8653254.000000 Penalty: 5471.919434
	Iteration 13Q: 3 clusters Score -8653254 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8653308.000000 Penalty: 5471.919434
	Iteration 14Q: 3 clusters Score -8653308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61507 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8653347.000000 Penalty: 5471.919434
	Iteration 15Q: 3 clusters Score -8653347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8653367.000000 Penalty: 5471.919434
	Iteration 16Q: 3 clusters Score -8653367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8653377.000000 Penalty: 5471.919434
	Iteration 17Q: 3 clusters Score -8653377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61530 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8653380.000000 Penalty: 5471.919434
	Iteration 18Q: 3 clusters Score -8653380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61535 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8653388.000000 Penalty: 5471.919434
	Iteration 19Q: 3 clusters Score -8653388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8653397.000000 Penalty: 5471.919434
	Iteration 20F: 3 clusters Score -8653397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8653404.000000 Penalty: 5471.919434
	Iteration 21Q: 3 clusters Score -8653404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61545 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8653411.000000 Penalty: 5471.919434
	Iteration 22Q: 3 clusters Score -8653411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61547 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8653409.000000 Penalty: 5471.919434
	Iteration 23Q: 3 clusters Score -8653409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61549 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8653409.000000 Penalty: 5471.919434
	Iteration 24Q: 3 clusters Score -8653409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61551 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8653416.000000 Penalty: 5471.919434
	Iteration 25Q: 3 clusters Score -8653416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61551 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8653416.000000 Penalty: 5471.919434
	Iteration 26F: 3 clusters Score -8653416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (97304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97304 members 
Entering Unmasked Estep 
Score: -13591194.000000 Penalty: 2848.427734
	Iteration 0F: 2 clusters Score -1.359119e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -13526053.000000 Penalty: 5696.855469
	Iteration 0F: 3 clusters Score -1.352605e+07 nChanged 45918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -13552366.000000 Penalty: 5696.855469
	Iteration 1F: 3 clusters Score -1.355237e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -13553184.000000 Penalty: 5696.855469
	Iteration 2Q: 3 clusters Score -1.355318e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 49482 members 
Entering Unmasked Estep 
Score: -13554028.000000 Penalty: 5696.855469
	Iteration 3Q: 3 clusters Score -1.355403e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -13555188.000000 Penalty: 5696.855469
	Iteration 4Q: 3 clusters Score -1.355519e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -13556729.000000 Penalty: 5696.855469
	Iteration 5Q: 3 clusters Score -1.355673e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 51567 members 
Entering Unmasked Estep 
Score: -13559155.000000 Penalty: 5696.855469
	Iteration 6Q: 3 clusters Score -1.355916e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -13562662.000000 Penalty: 5696.855469
	Iteration 7F: 3 clusters Score -1.356266e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 55365 members 
Entering Unmasked Estep 
Score: -13567375.000000 Penalty: 5696.855469
	Iteration 8F: 3 clusters Score -1.356738e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 57957 members 
Entering Unmasked Estep 
Score: -13572558.000000 Penalty: 5696.855469
	Iteration 9F: 3 clusters Score -1.357256e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 60391 members 
Entering Unmasked Estep 
Score: -13576572.000000 Penalty: 5696.855469
	Iteration 10F: 3 clusters Score -1.357657e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 62302 members 
Entering Unmasked Estep 
Score: -13578573.000000 Penalty: 5696.855469
	Iteration 11Q: 3 clusters Score -1.357857e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 63877 members 
Entering Unmasked Estep 
Score: -13579642.000000 Penalty: 5696.855469
	Iteration 12Q: 3 clusters Score -1.357964e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 65372 members 
Entering Unmasked Estep 
Score: -13580436.000000 Penalty: 5696.855469
	Iteration 13Q: 3 clusters Score -1.358044e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 66803 members 
Entering Unmasked Estep 
Score: -13581112.000000 Penalty: 5696.855469
	Iteration 14Q: 3 clusters Score -1.358111e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 68153 members 
Entering Unmasked Estep 
Score: -13581565.000000 Penalty: 5696.855469
	Iteration 15Q: 3 clusters Score -1.358156e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 69462 members 
Entering Unmasked Estep 
Score: -13582163.000000 Penalty: 5696.855469
	Iteration 16Q: 3 clusters Score -1.358216e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 70749 members 
Entering Unmasked Estep 
Score: -13582565.000000 Penalty: 5696.855469
	Iteration 17Q: 3 clusters Score -1.358256e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 72009 members 
Entering Unmasked Estep 
Score: -13583022.000000 Penalty: 5696.855469
	Iteration 18Q: 3 clusters Score -1.358302e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 73266 members 
Entering Unmasked Estep 
Score: -13583455.000000 Penalty: 5696.855469
	Iteration 19Q: 3 clusters Score -1.358346e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 74481 members 
Entering Unmasked Estep 
Score: -13583832.000000 Penalty: 5696.855469
	Iteration 20F: 3 clusters Score -1.358383e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 75665 members 
Entering Unmasked Estep 
Score: -13584173.000000 Penalty: 5696.855469
	Iteration 21Q: 3 clusters Score -1.358417e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 76841 members 
Entering Unmasked Estep 
Score: -13584649.000000 Penalty: 5696.855469
	Iteration 22Q: 3 clusters Score -1.358465e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 78026 members 
Entering Unmasked Estep 
Score: -13584913.000000 Penalty: 5696.855469
	Iteration 23Q: 3 clusters Score -1.358491e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 79124 members 
Entering Unmasked Estep 
Score: -13585230.000000 Penalty: 5696.855469
	Iteration 24Q: 3 clusters Score -1.358523e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 80151 members 
Entering Unmasked Estep 
Score: -13585525.000000 Penalty: 5696.855469
	Iteration 25Q: 3 clusters Score -1.358552e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 81130 members 
Entering Unmasked Estep 
Score: -13585820.000000 Penalty: 5696.855469
	Iteration 26Q: 3 clusters Score -1.358582e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 82052 members 
Entering Unmasked Estep 
Score: -13586112.000000 Penalty: 5696.855469
	Iteration 27Q: 3 clusters Score -1.358611e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 82964 members 
Entering Unmasked Estep 
Score: -13586374.000000 Penalty: 5696.855469
	Iteration 28Q: 3 clusters Score -1.358637e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 83795 members 
Entering Unmasked Estep 
Score: -13586590.000000 Penalty: 5696.855469
	Iteration 29Q: 3 clusters Score -1.358659e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 84567 members 
Entering Unmasked Estep 
Score: -13586832.000000 Penalty: 5696.855469
	Iteration 30Q: 3 clusters Score -1.358683e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 85272 members 
Entering Unmasked Estep 
Score: -13587047.000000 Penalty: 5696.855469
	Iteration 31Q: 3 clusters Score -1.358705e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 85952 members 
Entering Unmasked Estep 
Score: -13587322.000000 Penalty: 5696.855469
	Iteration 32Q: 3 clusters Score -1.358732e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 86587 members 
Entering Unmasked Estep 
Score: -13587499.000000 Penalty: 5696.855469
	Iteration 33Q: 3 clusters Score -1.35875e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 87146 members 
Entering Unmasked Estep 
Score: -13587619.000000 Penalty: 5696.855469
	Iteration 34Q: 3 clusters Score -1.358762e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 87694 members 
Entering Unmasked Estep 
Score: -13587794.000000 Penalty: 5696.855469
	Iteration 35Q: 3 clusters Score -1.358779e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 88199 members 
Entering Unmasked Estep 
Score: -13587934.000000 Penalty: 5696.855469
	Iteration 36Q: 3 clusters Score -1.358793e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 88640 members 
Entering Unmasked Estep 
Score: -13588081.000000 Penalty: 5696.855469
	Iteration 37Q: 3 clusters Score -1.358808e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 89035 members 
Entering Unmasked Estep 
Score: -13588183.000000 Penalty: 5696.855469
	Iteration 38Q: 3 clusters Score -1.358818e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 89422 members 
Entering Unmasked Estep 
Score: -13588283.000000 Penalty: 5696.855469
	Iteration 39Q: 3 clusters Score -1.358828e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 89783 members 
Entering Unmasked Estep 
Score: -13588349.000000 Penalty: 5696.855469
	Iteration 40F: 3 clusters Score -1.358835e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 90131 members 
Entering Unmasked Estep 
Score: -13588433.000000 Penalty: 5696.855469
	Iteration 41Q: 3 clusters Score -1.358843e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 90477 members 
Entering Unmasked Estep 
Score: -13588532.000000 Penalty: 5696.855469
	Iteration 42Q: 3 clusters Score -1.358853e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 90800 members 
Entering Unmasked Estep 
Score: -13588626.000000 Penalty: 5696.855469
	Iteration 43Q: 3 clusters Score -1.358863e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 91080 members 
Entering Unmasked Estep 
Score: -13588666.000000 Penalty: 5696.855469
	Iteration 44Q: 3 clusters Score -1.358867e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 91336 members 
Entering Unmasked Estep 
Score: -13588683.000000 Penalty: 5696.855469
	Iteration 45Q: 3 clusters Score -1.358868e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 91566 members 
Entering Unmasked Estep 
Score: -13588742.000000 Penalty: 5696.855469
	Iteration 46Q: 3 clusters Score -1.358874e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 91787 members 
Entering Unmasked Estep 
Score: -13588787.000000 Penalty: 5696.855469
	Iteration 47Q: 3 clusters Score -1.358879e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 91976 members 
Entering Unmasked Estep 
Score: -13588815.000000 Penalty: 5696.855469
	Iteration 48Q: 3 clusters Score -1.358882e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 92157 members 
Entering Unmasked Estep 
Score: -13588857.000000 Penalty: 5696.855469
	Iteration 49Q: 3 clusters Score -1.358886e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 92344 members 
Entering Unmasked Estep 
Score: -13588858.000000 Penalty: 5696.855469
	Iteration 50Q: 3 clusters Score -1.358886e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 92510 members 
Entering Unmasked Estep 
Score: -13588919.000000 Penalty: 5696.855469
	Iteration 51Q: 3 clusters Score -1.358892e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 92666 members 
Entering Unmasked Estep 
Score: -13588946.000000 Penalty: 5696.855469
	Iteration 52Q: 3 clusters Score -1.358895e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 92799 members 
Entering Unmasked Estep 
Score: -13589004.000000 Penalty: 5696.855469
	Iteration 53Q: 3 clusters Score -1.3589e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 92921 members 
Entering Unmasked Estep 
Score: -13589023.000000 Penalty: 5696.855469
	Iteration 54Q: 3 clusters Score -1.358902e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 93044 members 
Entering Unmasked Estep 
Score: -13589078.000000 Penalty: 5696.855469
	Iteration 55Q: 3 clusters Score -1.358908e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 93162 members 
Entering Unmasked Estep 
Score: -13589121.000000 Penalty: 5696.855469
	Iteration 56Q: 3 clusters Score -1.358912e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 93245 members 
Entering Unmasked Estep 
Score: -13589118.000000 Penalty: 5696.855469
	Iteration 57Q: 3 clusters Score -1.358912e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 93325 members 
Entering Unmasked Estep 
Score: -13589153.000000 Penalty: 5696.855469
	Iteration 58Q: 3 clusters Score -1.358915e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 93389 members 
Entering Unmasked Estep 
Score: -13589129.000000 Penalty: 5696.855469
	Iteration 59Q: 3 clusters Score -1.358913e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 93454 members 
Entering Unmasked Estep 
Score: -13589113.000000 Penalty: 5696.855469
	Iteration 60F: 3 clusters Score -1.358911e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 93512 members 
Entering Unmasked Estep 
Score: -13589127.000000 Penalty: 5696.855469
	Iteration 61Q: 3 clusters Score -1.358913e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 93560 members 
Entering Unmasked Estep 
Score: -13589126.000000 Penalty: 5696.855469
	Iteration 62Q: 3 clusters Score -1.358913e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 93595 members 
Entering Unmasked Estep 
Score: -13589137.000000 Penalty: 5696.855469
	Iteration 63Q: 3 clusters Score -1.358914e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 93628 members 
Entering Unmasked Estep 
Score: -13589131.000000 Penalty: 5696.855469
	Iteration 64Q: 3 clusters Score -1.358913e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 93656 members 
Entering Unmasked Estep 
Score: -13589115.000000 Penalty: 5696.855469
	Iteration 65Q: 3 clusters Score -1.358912e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 93691 members 
Entering Unmasked Estep 
Score: -13589131.000000 Penalty: 5696.855469
	Iteration 66Q: 3 clusters Score -1.358913e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 93722 members 
Entering Unmasked Estep 
Score: -13589134.000000 Penalty: 5696.855469
	Iteration 67Q: 3 clusters Score -1.358913e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 93751 members 
Entering Unmasked Estep 
Score: -13589141.000000 Penalty: 5696.855469
	Iteration 68Q: 3 clusters Score -1.358914e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 93777 members 
Entering Unmasked Estep 
Score: -13589163.000000 Penalty: 5696.855469
	Iteration 69Q: 3 clusters Score -1.358916e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 93810 members 
Entering Unmasked Estep 
Score: -13589147.000000 Penalty: 5696.855469
	Iteration 70Q: 3 clusters Score -1.358915e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 93855 members 
Entering Unmasked Estep 
Score: -13589174.000000 Penalty: 5696.855469
	Iteration 71Q: 3 clusters Score -1.358917e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 93897 members 
Entering Unmasked Estep 
Score: -13589178.000000 Penalty: 5696.855469
	Iteration 72Q: 3 clusters Score -1.358918e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 93925 members 
Entering Unmasked Estep 
Score: -13589181.000000 Penalty: 5696.855469
	Iteration 73Q: 3 clusters Score -1.358918e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 93958 members 
Entering Unmasked Estep 
Score: -13589163.000000 Penalty: 5696.855469
	Iteration 74Q: 3 clusters Score -1.358916e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 93983 members 
Entering Unmasked Estep 
Score: -13589174.000000 Penalty: 5696.855469
	Iteration 75Q: 3 clusters Score -1.358917e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 94003 members 
Entering Unmasked Estep 
Score: -13589173.000000 Penalty: 5696.855469
	Iteration 76Q: 3 clusters Score -1.358917e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 94022 members 
Entering Unmasked Estep 
Score: -13589152.000000 Penalty: 5696.855469
	Iteration 77Q: 3 clusters Score -1.358915e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 94046 members 
Entering Unmasked Estep 
Score: -13589152.000000 Penalty: 5696.855469
	Iteration 78Q: 3 clusters Score -1.358915e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 94073 members 
Entering Unmasked Estep 
Score: -13589172.000000 Penalty: 5696.855469
	Iteration 79Q: 3 clusters Score -1.358917e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 94096 members 
Entering Unmasked Estep 
Score: -13589175.000000 Penalty: 5696.855469
	Iteration 80F: 3 clusters Score -1.358918e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 94111 members 
Entering Unmasked Estep 
Score: -13589182.000000 Penalty: 5696.855469
	Iteration 81Q: 3 clusters Score -1.358918e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 94128 members 
Entering Unmasked Estep 
Score: -13589190.000000 Penalty: 5696.855469
	Iteration 82Q: 3 clusters Score -1.358919e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 94145 members 
Entering Unmasked Estep 
Score: -13589196.000000 Penalty: 5696.855469
	Iteration 83Q: 3 clusters Score -1.35892e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 94163 members 
Entering Unmasked Estep 
Score: -13589211.000000 Penalty: 5696.855469
	Iteration 84Q: 3 clusters Score -1.358921e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 94183 members 
Entering Unmasked Estep 
Score: -13589193.000000 Penalty: 5696.855469
	Iteration 85Q: 3 clusters Score -1.358919e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 94201 members 
Entering Unmasked Estep 
Score: -13589219.000000 Penalty: 5696.855469
	Iteration 86Q: 3 clusters Score -1.358922e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 94223 members 
Entering Unmasked Estep 
Score: -13589226.000000 Penalty: 5696.855469
	Iteration 87Q: 3 clusters Score -1.358923e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 94237 members 
Entering Unmasked Estep 
Score: -13589214.000000 Penalty: 5696.855469
	Iteration 88Q: 3 clusters Score -1.358921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 94250 members 
Entering Unmasked Estep 
Score: -13589223.000000 Penalty: 5696.855469
	Iteration 89Q: 3 clusters Score -1.358922e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 94265 members 
Entering Unmasked Estep 
Score: -13589220.000000 Penalty: 5696.855469
	Iteration 90Q: 3 clusters Score -1.358922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 94272 members 
Entering Unmasked Estep 
Score: -13589218.000000 Penalty: 5696.855469
	Iteration 91Q: 3 clusters Score -1.358922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 94277 members 
Entering Unmasked Estep 
Score: -13589214.000000 Penalty: 5696.855469
	Iteration 92Q: 3 clusters Score -1.358921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 94281 members 
Entering Unmasked Estep 
Score: -13589217.000000 Penalty: 5696.855469
	Iteration 93Q: 3 clusters Score -1.358922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 94284 members 
Entering Unmasked Estep 
Score: -13589215.000000 Penalty: 5696.855469
	Iteration 94Q: 3 clusters Score -1.358922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 94285 members 
Entering Unmasked Estep 
Score: -13589211.000000 Penalty: 5696.855469
	Iteration 95Q: 3 clusters Score -1.358921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 94285 members 
Entering Unmasked Estep 
Score: -13589211.000000 Penalty: 5696.855469
	Iteration 96F: 3 clusters Score -1.358921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Entering Unmasked Estep 
Score: -4204202.000000 Penalty: 2566.370850
	Iteration 0F: 2 clusters Score -4204202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -4182757.250000 Penalty: 5132.741699
	Iteration 0F: 3 clusters Score -4182757 nChanged 14211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -4190626.000000 Penalty: 5132.741699
	Iteration 1F: 3 clusters Score -4190626 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -4191299.500000 Penalty: 5132.741699
	Iteration 2F: 3 clusters Score -4191300 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -4192072.500000 Penalty: 5132.741699
	Iteration 3F: 3 clusters Score -4192072 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -4193151.750000 Penalty: 5132.741699
	Iteration 4F: 3 clusters Score -4193152 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -4194669.000000 Penalty: 5132.741699
	Iteration 5F: 3 clusters Score -4194669 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -4196436.000000 Penalty: 5132.741699
	Iteration 6F: 3 clusters Score -4196436 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -4198180.500000 Penalty: 5132.741699
	Iteration 7F: 3 clusters Score -4198180 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -4199601.000000 Penalty: 5132.741699
	Iteration 8F: 3 clusters Score -4199601 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -4200679.500000 Penalty: 5132.741699
	Iteration 9Q: 3 clusters Score -4200680 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -4201475.000000 Penalty: 5132.741699
	Iteration 10Q: 3 clusters Score -4201475 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -4202093.500000 Penalty: 5132.741699
	Iteration 11Q: 3 clusters Score -4202094 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -4202506.000000 Penalty: 5132.741699
	Iteration 12Q: 3 clusters Score -4202506 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -4202756.000000 Penalty: 5132.741699
	Iteration 13Q: 3 clusters Score -4202756 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -4202922.000000 Penalty: 5132.741699
	Iteration 14Q: 3 clusters Score -4202922 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -4203046.000000 Penalty: 5132.741699
	Iteration 15Q: 3 clusters Score -4203046 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -4203126.000000 Penalty: 5132.741699
	Iteration 16Q: 3 clusters Score -4203126 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -4203182.000000 Penalty: 5132.741699
	Iteration 17Q: 3 clusters Score -4203182 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -4203230.000000 Penalty: 5132.741699
	Iteration 18Q: 3 clusters Score -4203230 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -4203279.500000 Penalty: 5132.741699
	Iteration 19Q: 3 clusters Score -4203280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -4203320.500000 Penalty: 5132.741699
	Iteration 20F: 3 clusters Score -4203320 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -4203370.000000 Penalty: 5132.741699
	Iteration 21Q: 3 clusters Score -4203370 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -4203414.000000 Penalty: 5132.741699
	Iteration 22Q: 3 clusters Score -4203414 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -4203443.000000 Penalty: 5132.741699
	Iteration 23Q: 3 clusters Score -4203443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -4203452.500000 Penalty: 5132.741699
	Iteration 24Q: 3 clusters Score -4203452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -4203465.000000 Penalty: 5132.741699
	Iteration 25Q: 3 clusters Score -4203465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -4203479.000000 Penalty: 5132.741699
	Iteration 26Q: 3 clusters Score -4203479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -4203488.500000 Penalty: 5132.741699
	Iteration 27Q: 3 clusters Score -4203488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -4203498.000000 Penalty: 5132.741699
	Iteration 28Q: 3 clusters Score -4203498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -4203500.500000 Penalty: 5132.741699
	Iteration 29Q: 3 clusters Score -4203500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -4203516.000000 Penalty: 5132.741699
	Iteration 30Q: 3 clusters Score -4203516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -4203514.500000 Penalty: 5132.741699
	Iteration 31Q: 3 clusters Score -4203514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -4203520.500000 Penalty: 5132.741699
	Iteration 32Q: 3 clusters Score -4203520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -4203527.500000 Penalty: 5132.741699
	Iteration 33Q: 3 clusters Score -4203528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -4203529.000000 Penalty: 5132.741699
	Iteration 34Q: 3 clusters Score -4203529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -4203538.500000 Penalty: 5132.741699
	Iteration 35Q: 3 clusters Score -4203538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -4203551.500000 Penalty: 5132.741699
	Iteration 36Q: 3 clusters Score -4203552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -4203563.500000 Penalty: 5132.741699
	Iteration 37Q: 3 clusters Score -4203564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -4203567.500000 Penalty: 5132.741699
	Iteration 38Q: 3 clusters Score -4203568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -4203565.500000 Penalty: 5132.741699
	Iteration 39Q: 3 clusters Score -4203566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -4203582.000000 Penalty: 5132.741699
	Iteration 40F: 3 clusters Score -4203582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -4203590.500000 Penalty: 5132.741699
	Iteration 41Q: 3 clusters Score -4203590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -4203597.000000 Penalty: 5132.741699
	Iteration 42Q: 3 clusters Score -4203597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -4203610.500000 Penalty: 5132.741699
	Iteration 43Q: 3 clusters Score -4203610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -4203616.500000 Penalty: 5132.741699
	Iteration 44Q: 3 clusters Score -4203616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -4203625.000000 Penalty: 5132.741699
	Iteration 45Q: 3 clusters Score -4203625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -4203639.000000 Penalty: 5132.741699
	Iteration 46Q: 3 clusters Score -4203639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -4203659.000000 Penalty: 5132.741699
	Iteration 47Q: 3 clusters Score -4203659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -4203663.500000 Penalty: 5132.741699
	Iteration 48Q: 3 clusters Score -4203664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -4203664.000000 Penalty: 5132.741699
	Iteration 49Q: 3 clusters Score -4203664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -4203665.500000 Penalty: 5132.741699
	Iteration 50Q: 3 clusters Score -4203666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -4203676.000000 Penalty: 5132.741699
	Iteration 51Q: 3 clusters Score -4203676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -4203677.000000 Penalty: 5132.741699
	Iteration 52Q: 3 clusters Score -4203677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -4203685.000000 Penalty: 5132.741699
	Iteration 53Q: 3 clusters Score -4203685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -4203685.500000 Penalty: 5132.741699
	Iteration 54Q: 3 clusters Score -4203686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -4203690.000000 Penalty: 5132.741699
	Iteration 55Q: 3 clusters Score -4203690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -4203690.500000 Penalty: 5132.741699
	Iteration 56Q: 3 clusters Score -4203690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -4203692.000000 Penalty: 5132.741699
	Iteration 57Q: 3 clusters Score -4203692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -4203701.500000 Penalty: 5132.741699
	Iteration 58Q: 3 clusters Score -4203702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -4203704.000000 Penalty: 5132.741699
	Iteration 59Q: 3 clusters Score -4203704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -4203701.000000 Penalty: 5132.741699
	Iteration 60F: 3 clusters Score -4203701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -4203698.500000 Penalty: 5132.741699
	Iteration 61Q: 3 clusters Score -4203698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -4203702.500000 Penalty: 5132.741699
	Iteration 62Q: 3 clusters Score -4203702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -4203701.000000 Penalty: 5132.741699
	Iteration 63Q: 3 clusters Score -4203701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -4203703.000000 Penalty: 5132.741699
	Iteration 64Q: 3 clusters Score -4203703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -4203705.000000 Penalty: 5132.741699
	Iteration 65Q: 3 clusters Score -4203705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -4203706.500000 Penalty: 5132.741699
	Iteration 66Q: 3 clusters Score -4203706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -4203706.500000 Penalty: 5132.741699
	Iteration 67Q: 3 clusters Score -4203706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -4203707.000000 Penalty: 5132.741699
	Iteration 68Q: 3 clusters Score -4203707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -4203706.000000 Penalty: 5132.741699
	Iteration 69Q: 3 clusters Score -4203706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -4203702.000000 Penalty: 5132.741699
	Iteration 70Q: 3 clusters Score -4203702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -4203706.500000 Penalty: 5132.741699
	Iteration 71Q: 3 clusters Score -4203706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -4203709.000000 Penalty: 5132.741699
	Iteration 72Q: 3 clusters Score -4203709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -4203709.000000 Penalty: 5132.741699
	Iteration 73Q: 3 clusters Score -4203709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -4203706.500000 Penalty: 5132.741699
	Iteration 74Q: 3 clusters Score -4203706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -4203707.000000 Penalty: 5132.741699
	Iteration 75Q: 3 clusters Score -4203707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -4203707.000000 Penalty: 5132.741699
	Iteration 76F: 3 clusters Score -4203707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Entering Unmasked Estep 
Score: -881035.562500 Penalty: 2173.136230
	Iteration 0F: 2 clusters Score -881035.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -875680.437500 Penalty: 4346.272461
	Iteration 0F: 3 clusters Score -875680.4 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -876984.812500 Penalty: 4346.272461
	Iteration 1F: 3 clusters Score -876984.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -877198.187500 Penalty: 4346.272461
	Iteration 2F: 3 clusters Score -877198.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -877365.500000 Penalty: 4346.272461
	Iteration 3F: 3 clusters Score -877365.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -877494.562500 Penalty: 4346.272461
	Iteration 4Q: 3 clusters Score -877494.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -877591.062500 Penalty: 4346.272461
	Iteration 5Q: 3 clusters Score -877591.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -877673.562500 Penalty: 4346.272461
	Iteration 6Q: 3 clusters Score -877673.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -877733.687500 Penalty: 4346.272461
	Iteration 7Q: 3 clusters Score -877733.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -877798.500000 Penalty: 4346.272461
	Iteration 8Q: 3 clusters Score -877798.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -877852.125000 Penalty: 4346.272461
	Iteration 9Q: 3 clusters Score -877852.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -877905.250000 Penalty: 4346.272461
	Iteration 10Q: 3 clusters Score -877905.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -877952.812500 Penalty: 4346.272461
	Iteration 11Q: 3 clusters Score -877952.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -878004.250000 Penalty: 4346.272461
	Iteration 12Q: 3 clusters Score -878004.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -878072.125000 Penalty: 4346.272461
	Iteration 13Q: 3 clusters Score -878072.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -878157.750000 Penalty: 4346.272461
	Iteration 14Q: 3 clusters Score -878157.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -878250.875000 Penalty: 4346.272461
	Iteration 15Q: 3 clusters Score -878250.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -878355.875000 Penalty: 4346.272461
	Iteration 16Q: 3 clusters Score -878355.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -878454.312500 Penalty: 4346.272461
	Iteration 17Q: 3 clusters Score -878454.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -878540.812500 Penalty: 4346.272461
	Iteration 18Q: 3 clusters Score -878540.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -878621.562500 Penalty: 4346.272461
	Iteration 19Q: 3 clusters Score -878621.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -878689.875000 Penalty: 4346.272461
	Iteration 20F: 3 clusters Score -878689.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -878764.125000 Penalty: 4346.272461
	Iteration 21Q: 3 clusters Score -878764.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -878826.562500 Penalty: 4346.272461
	Iteration 22Q: 3 clusters Score -878826.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -878876.812500 Penalty: 4346.272461
	Iteration 23Q: 3 clusters Score -878876.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -878925.437500 Penalty: 4346.272461
	Iteration 24Q: 3 clusters Score -878925.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -878962.625000 Penalty: 4346.272461
	Iteration 25Q: 3 clusters Score -878962.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -878994.625000 Penalty: 4346.272461
	Iteration 26Q: 3 clusters Score -878994.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -879016.875000 Penalty: 4346.272461
	Iteration 27Q: 3 clusters Score -879016.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -879033.875000 Penalty: 4346.272461
	Iteration 28Q: 3 clusters Score -879033.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -879036.500000 Penalty: 4346.272461
	Iteration 29Q: 3 clusters Score -879036.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -879040.250000 Penalty: 4346.272461
	Iteration 30Q: 3 clusters Score -879040.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -879050.500000 Penalty: 4346.272461
	Iteration 31Q: 3 clusters Score -879050.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -879061.875000 Penalty: 4346.272461
	Iteration 32Q: 3 clusters Score -879061.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -879073.562500 Penalty: 4346.272461
	Iteration 33Q: 3 clusters Score -879073.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -879084.875000 Penalty: 4346.272461
	Iteration 34Q: 3 clusters Score -879084.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -879093.500000 Penalty: 4346.272461
	Iteration 35Q: 3 clusters Score -879093.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -879099.875000 Penalty: 4346.272461
	Iteration 36Q: 3 clusters Score -879099.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -879104.375000 Penalty: 4346.272461
	Iteration 37Q: 3 clusters Score -879104.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -879107.812500 Penalty: 4346.272461
	Iteration 38Q: 3 clusters Score -879107.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -879110.125000 Penalty: 4346.272461
	Iteration 39Q: 3 clusters Score -879110.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -879109.250000 Penalty: 4346.272461
	Iteration 40F: 3 clusters Score -879109.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -126737.164062 Penalty: 1708.871094
	Iteration 0F: 2 clusters Score -126737.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -124821.898438 Penalty: 3417.742188
	Iteration 0F: 3 clusters Score -124821.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -125179.671875 Penalty: 3417.742188
	Iteration 1F: 3 clusters Score -125179.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -125482.804688 Penalty: 3417.742188
	Iteration 2F: 3 clusters Score -125482.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -125735.585938 Penalty: 3417.742188
	Iteration 3F: 3 clusters Score -125735.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -125838.429688 Penalty: 3417.742188
	Iteration 4F: 3 clusters Score -125838.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -125915.718750 Penalty: 3417.742188
	Iteration 5Q: 3 clusters Score -125915.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -125995.710938 Penalty: 3417.742188
	Iteration 6Q: 3 clusters Score -125995.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -126055.367188 Penalty: 3417.742188
	Iteration 7Q: 3 clusters Score -126055.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -126109.539062 Penalty: 3417.742188
	Iteration 8Q: 3 clusters Score -126109.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -126143.976562 Penalty: 3417.742188
	Iteration 9Q: 3 clusters Score -126144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -126167.046875 Penalty: 3417.742188
	Iteration 10Q: 3 clusters Score -126167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -126196.265625 Penalty: 3417.742188
	Iteration 11Q: 3 clusters Score -126196.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -126209.671875 Penalty: 3417.742188
	Iteration 12Q: 3 clusters Score -126209.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -126215.468750 Penalty: 3417.742188
	Iteration 13Q: 3 clusters Score -126215.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -126219.273438 Penalty: 3417.742188
	Iteration 14Q: 3 clusters Score -126219.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -126222.484375 Penalty: 3417.742188
	Iteration 15Q: 3 clusters Score -126222.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -126223.242188 Penalty: 3417.742188
	Iteration 16Q: 3 clusters Score -126223.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -126224.062500 Penalty: 3417.742188
	Iteration 17Q: 3 clusters Score -126224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -126224.203125 Penalty: 3417.742188
	Iteration 18F: 3 clusters Score -126224.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -126229.539062 Penalty: 3417.742188
	Iteration 19Q: 3 clusters Score -126229.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -126236.609375 Penalty: 3417.742188
	Iteration 20F: 3 clusters Score -126236.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -126250.289062 Penalty: 3417.742188
	Iteration 21Q: 3 clusters Score -126250.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -126265.234375 Penalty: 3417.742188
	Iteration 22Q: 3 clusters Score -126265.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -126282.421875 Penalty: 3417.742188
	Iteration 23Q: 3 clusters Score -126282.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -126292.453125 Penalty: 3417.742188
	Iteration 24Q: 3 clusters Score -126292.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -126296.257812 Penalty: 3417.742188
	Iteration 25Q: 3 clusters Score -126296.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -126298.507812 Penalty: 3417.742188
	Iteration 26Q: 3 clusters Score -126298.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -126300.476562 Penalty: 3417.742188
	Iteration 27Q: 3 clusters Score -126300.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -126302.226562 Penalty: 3417.742188
	Iteration 28Q: 3 clusters Score -126302.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -126302.226562 Penalty: 3417.742188
	Iteration 29F: 3 clusters Score -126302.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (224356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224356 members 
Entering Unmasked Estep 
Score: -31077782.000000 Penalty: 3055.605469
	Iteration 0F: 2 clusters Score -3.107778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112658 members 
Mstep: Class 2 contains 111698 members 
Entering Unmasked Estep 
Score: -30947682.000000 Penalty: 6111.210938
	Iteration 0F: 3 clusters Score -3.094768e+07 nChanged 108142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121152 members 
Mstep: Class 2 contains 103204 members 
Entering Unmasked Estep 
Score: -31011174.000000 Penalty: 6111.210938
	Iteration 1F: 3 clusters Score -3.101117e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126556 members 
Mstep: Class 2 contains 97800 members 
Entering Unmasked Estep 
Score: -31013292.000000 Penalty: 6111.210938
	Iteration 2Q: 3 clusters Score -3.101329e+07 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134841 members 
Mstep: Class 2 contains 89515 members 
Entering Unmasked Estep 
Score: -31017152.000000 Penalty: 6111.210938
	Iteration 3Q: 3 clusters Score -3.101715e+07 nChanged 13273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146558 members 
Mstep: Class 2 contains 77798 members 
Entering Unmasked Estep 
Score: -31024124.000000 Penalty: 6111.210938
	Iteration 4F: 3 clusters Score -3.102412e+07 nChanged 16006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161014 members 
Mstep: Class 2 contains 63342 members 
Entering Unmasked Estep 
Score: -31035156.000000 Penalty: 6111.210938
	Iteration 5F: 3 clusters Score -3.103516e+07 nChanged 16392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175588 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -31048294.000000 Penalty: 6111.210938
	Iteration 6F: 3 clusters Score -3.104829e+07 nChanged 13900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187660 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -31059990.000000 Penalty: 6111.210938
	Iteration 7F: 3 clusters Score -3.105999e+07 nChanged 10090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195504 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -31068518.000000 Penalty: 6111.210938
	Iteration 8Q: 3 clusters Score -3.106852e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199970 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -31073270.000000 Penalty: 6111.210938
	Iteration 9Q: 3 clusters Score -3.107327e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202865 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -31075534.000000 Penalty: 6111.210938
	Iteration 10Q: 3 clusters Score -3.107553e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205296 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -31076478.000000 Penalty: 6111.210938
	Iteration 11Q: 3 clusters Score -3.107648e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207587 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -31076884.000000 Penalty: 6111.210938
	Iteration 12Q: 3 clusters Score -3.107688e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209824 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -31077018.000000 Penalty: 6111.210938
	Iteration 13Q: 3 clusters Score -3.107702e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211805 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -31077244.000000 Penalty: 6111.210938
	Iteration 14Q: 3 clusters Score -3.107724e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213592 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -31077538.000000 Penalty: 6111.210938
	Iteration 15Q: 3 clusters Score -3.107754e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215293 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -31077594.000000 Penalty: 6111.210938
	Iteration 16Q: 3 clusters Score -3.107759e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216963 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -31077636.000000 Penalty: 6111.210938
	Iteration 17Q: 3 clusters Score -3.107764e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218449 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -31077332.000000 Penalty: 6111.210938
	Iteration 18Q: 3 clusters Score -3.107733e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219705 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -31076926.000000 Penalty: 6111.210938
	Iteration 19Q: 3 clusters Score -3.107693e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220745 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -31076666.000000 Penalty: 6111.210938
	Iteration 20F: 3 clusters Score -3.107667e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221543 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -31076366.000000 Penalty: 6111.210938
	Iteration 21Q: 3 clusters Score -3.107637e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222168 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -31076128.000000 Penalty: 6111.210938
	Iteration 22Q: 3 clusters Score -3.107613e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222625 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -31075942.000000 Penalty: 6111.210938
	Iteration 23Q: 3 clusters Score -3.107594e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222976 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -31075856.000000 Penalty: 6111.210938
	Iteration 24Q: 3 clusters Score -3.107586e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223241 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -31075794.000000 Penalty: 6111.210938
	Iteration 25Q: 3 clusters Score -3.107579e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223413 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -31075762.000000 Penalty: 6111.210938
	Iteration 26Q: 3 clusters Score -3.107576e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223546 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -31075704.000000 Penalty: 6111.210938
	Iteration 27Q: 3 clusters Score -3.10757e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223649 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -31075680.000000 Penalty: 6111.210938
	Iteration 28Q: 3 clusters Score -3.107568e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223726 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -31075630.000000 Penalty: 6111.210938
	Iteration 29Q: 3 clusters Score -3.107563e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223775 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -31075602.000000 Penalty: 6111.210938
	Iteration 30Q: 3 clusters Score -3.10756e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223826 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -31075582.000000 Penalty: 6111.210938
	Iteration 31Q: 3 clusters Score -3.107558e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223868 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -31075604.000000 Penalty: 6111.210938
	Iteration 32Q: 3 clusters Score -3.10756e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223899 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -31075578.000000 Penalty: 6111.210938
	Iteration 33Q: 3 clusters Score -3.107558e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223922 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -31075572.000000 Penalty: 6111.210938
	Iteration 34Q: 3 clusters Score -3.107557e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223941 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -31075574.000000 Penalty: 6111.210938
	Iteration 35Q: 3 clusters Score -3.107557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223950 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -31075540.000000 Penalty: 6111.210938
	Iteration 36Q: 3 clusters Score -3.107554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223958 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -31075548.000000 Penalty: 6111.210938
	Iteration 37Q: 3 clusters Score -3.107555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223964 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -31075530.000000 Penalty: 6111.210938
	Iteration 38Q: 3 clusters Score -3.107553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223967 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -31075550.000000 Penalty: 6111.210938
	Iteration 39Q: 3 clusters Score -3.107555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223968 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -31075532.000000 Penalty: 6111.210938
	Iteration 40F: 3 clusters Score -3.107553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223971 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -31075558.000000 Penalty: 6111.210938
	Iteration 41Q: 3 clusters Score -3.107556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223972 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -31075558.000000 Penalty: 6111.210938
	Iteration 42Q: 3 clusters Score -3.107556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223972 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -31075558.000000 Penalty: 6111.210938
	Iteration 43F: 3 clusters Score -3.107556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -78598.890625 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -78598.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -77031.187500 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -77031.19 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -77313.531250 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -77313.53 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -77438.671875 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -77438.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -77546.914062 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -77546.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -77719.773438 Penalty: 3197.076904
	Iteration 4F: 3 clusters Score -77719.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -77971.125000 Penalty: 3197.076904
	Iteration 5F: 3 clusters Score -77971.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -78311.867188 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -78311.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -78762.695312 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -78762.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -78897.953125 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -78897.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -78912.265625 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -78912.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -78917.929688 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -78917.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -78917.929688 Penalty: 3197.076904
	Iteration 11F: 3 clusters Score -78917.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 149556 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 47357 members 
Mstep: Class 5 contains 8360 members 
Mstep: Class 6 contains 49602 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 8 contains 36094 members 
Mstep: Class 9 contains 38394 members 
Mstep: Class 10 contains 15919 members 
Mstep: Class 11 contains 32987 members 
Mstep: Class 12 contains 38906 members 
Mstep: Class 13 contains 41832 members 
Mstep: Class 14 contains 78829 members 
Mstep: Class 15 contains 26285 members 
Mstep: Class 16 contains 61827 members 
Mstep: Class 17 contains 97304 members 
Mstep: Class 18 contains 31203 members 
Mstep: Class 19 contains 6391 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 224356 members 
Mstep: Class 22 contains 168 members 
Mstep: Class 23 contains 2777 members 
Mstep: Class 24 contains 16120 members 
Mstep: Class 25 contains 7719 members 
Mstep: Class 26 contains 6892 members 
Mstep: Class 27 contains 5300 members 
Mstep: Class 28 contains 6376 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 1878 members 
Mstep: Class 31 contains 462 members 
Entering Unmasked Estep 
Score: -142920464.000000 Penalty: 106614.398438
Splitting cluster 22 changes total score from -142921776.000000 to -142920464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (2777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Entering Unmasked Estep 
Score: -365294.812500 Penalty: 1966.423340
	Iteration 0F: 2 clusters Score -365294.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -362222.781250 Penalty: 3932.846680
	Iteration 0F: 3 clusters Score -362222.8 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -363065.906250 Penalty: 3932.846680
	Iteration 1F: 3 clusters Score -363065.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -363550.031250 Penalty: 3932.846680
	Iteration 2F: 3 clusters Score -363550 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -363936.593750 Penalty: 3932.846680
	Iteration 3F: 3 clusters Score -363936.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -364249.968750 Penalty: 3932.846680
	Iteration 4F: 3 clusters Score -364250 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -364490.437500 Penalty: 3932.846680
	Iteration 5F: 3 clusters Score -364490.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -364631.812500 Penalty: 3932.846680
	Iteration 6Q: 3 clusters Score -364631.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -364686.562500 Penalty: 3932.846680
	Iteration 7Q: 3 clusters Score -364686.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -364705.656250 Penalty: 3932.846680
	Iteration 8Q: 3 clusters Score -364705.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -364718.281250 Penalty: 3932.846680
	Iteration 9Q: 3 clusters Score -364718.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -364727.375000 Penalty: 3932.846680
	Iteration 10Q: 3 clusters Score -364727.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -364729.875000 Penalty: 3932.846680
	Iteration 11Q: 3 clusters Score -364729.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -364734.531250 Penalty: 3932.846680
	Iteration 12Q: 3 clusters Score -364734.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -364735.343750 Penalty: 3932.846680
	Iteration 13Q: 3 clusters Score -364735.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -364737.375000 Penalty: 3932.846680
	Iteration 14Q: 3 clusters Score -364737.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -364737.406250 Penalty: 3932.846680
	Iteration 15Q: 3 clusters Score -364737.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -364740.968750 Penalty: 3932.846680
	Iteration 16Q: 3 clusters Score -364741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -364741.625000 Penalty: 3932.846680
	Iteration 17Q: 3 clusters Score -364741.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -364742.593750 Penalty: 3932.846680
	Iteration 18Q: 3 clusters Score -364742.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -364744.375000 Penalty: 3932.846680
	Iteration 19Q: 3 clusters Score -364744.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -364745.093750 Penalty: 3932.846680
	Iteration 20F: 3 clusters Score -364745.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -364746.156250 Penalty: 3932.846680
	Iteration 21Q: 3 clusters Score -364746.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -364746.468750 Penalty: 3932.846680
	Iteration 22Q: 3 clusters Score -364746.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -364747.406250 Penalty: 3932.846680
	Iteration 23Q: 3 clusters Score -364747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -364748.468750 Penalty: 3932.846680
	Iteration 24Q: 3 clusters Score -364748.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -364749.281250 Penalty: 3932.846680
	Iteration 25Q: 3 clusters Score -364749.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -364749.906250 Penalty: 3932.846680
	Iteration 26Q: 3 clusters Score -364749.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -364749.906250 Penalty: 3932.846680
	Iteration 27F: 3 clusters Score -364749.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Entering Unmasked Estep 
Score: -2208753.750000 Penalty: 2402.578369
	Iteration 0F: 2 clusters Score -2208754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2197130.500000 Penalty: 4805.156738
	Iteration 0F: 3 clusters Score -2197130 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2200938.250000 Penalty: 4805.156738
	Iteration 1F: 3 clusters Score -2200938 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2201372.000000 Penalty: 4805.156738
	Iteration 2F: 3 clusters Score -2201372 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2201785.750000 Penalty: 4805.156738
	Iteration 3F: 3 clusters Score -2201786 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2202208.000000 Penalty: 4805.156738
	Iteration 4Q: 3 clusters Score -2202208 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2202602.250000 Penalty: 4805.156738
	Iteration 5Q: 3 clusters Score -2202602 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2203008.500000 Penalty: 4805.156738
	Iteration 6Q: 3 clusters Score -2203008 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2203414.000000 Penalty: 4805.156738
	Iteration 7Q: 3 clusters Score -2203414 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2203795.500000 Penalty: 4805.156738
	Iteration 8Q: 3 clusters Score -2203796 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2204094.750000 Penalty: 4805.156738
	Iteration 9Q: 3 clusters Score -2204095 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2204321.500000 Penalty: 4805.156738
	Iteration 10Q: 3 clusters Score -2204322 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2204529.750000 Penalty: 4805.156738
	Iteration 11Q: 3 clusters Score -2204530 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2204717.500000 Penalty: 4805.156738
	Iteration 12Q: 3 clusters Score -2204718 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2204893.250000 Penalty: 4805.156738
	Iteration 13Q: 3 clusters Score -2204893 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2205087.250000 Penalty: 4805.156738
	Iteration 14Q: 3 clusters Score -2205087 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2205264.750000 Penalty: 4805.156738
	Iteration 15Q: 3 clusters Score -2205265 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2205417.000000 Penalty: 4805.156738
	Iteration 16Q: 3 clusters Score -2205417 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2205527.750000 Penalty: 4805.156738
	Iteration 17Q: 3 clusters Score -2205528 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2205621.500000 Penalty: 4805.156738
	Iteration 18Q: 3 clusters Score -2205622 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2205708.500000 Penalty: 4805.156738
	Iteration 19Q: 3 clusters Score -2205708 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2205784.750000 Penalty: 4805.156738
	Iteration 20F: 3 clusters Score -2205785 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2205836.500000 Penalty: 4805.156738
	Iteration 21Q: 3 clusters Score -2205836 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2205895.500000 Penalty: 4805.156738
	Iteration 22Q: 3 clusters Score -2205896 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2205960.750000 Penalty: 4805.156738
	Iteration 23Q: 3 clusters Score -2205961 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2206029.750000 Penalty: 4805.156738
	Iteration 24Q: 3 clusters Score -2206030 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2206096.250000 Penalty: 4805.156738
	Iteration 25Q: 3 clusters Score -2206096 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2206161.500000 Penalty: 4805.156738
	Iteration 26Q: 3 clusters Score -2206162 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2206204.250000 Penalty: 4805.156738
	Iteration 27Q: 3 clusters Score -2206204 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2206249.750000 Penalty: 4805.156738
	Iteration 28Q: 3 clusters Score -2206250 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2206283.250000 Penalty: 4805.156738
	Iteration 29Q: 3 clusters Score -2206283 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2206318.750000 Penalty: 4805.156738
	Iteration 30Q: 3 clusters Score -2206319 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2206357.250000 Penalty: 4805.156738
	Iteration 31Q: 3 clusters Score -2206357 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2206389.250000 Penalty: 4805.156738
	Iteration 32Q: 3 clusters Score -2206389 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2206412.750000 Penalty: 4805.156738
	Iteration 33Q: 3 clusters Score -2206413 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2206432.750000 Penalty: 4805.156738
	Iteration 34Q: 3 clusters Score -2206433 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2206448.500000 Penalty: 4805.156738
	Iteration 35Q: 3 clusters Score -2206448 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2206475.750000 Penalty: 4805.156738
	Iteration 36Q: 3 clusters Score -2206476 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2206498.750000 Penalty: 4805.156738
	Iteration 37Q: 3 clusters Score -2206499 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2206518.000000 Penalty: 4805.156738
	Iteration 38Q: 3 clusters Score -2206518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2206532.750000 Penalty: 4805.156738
	Iteration 39Q: 3 clusters Score -2206533 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2206550.250000 Penalty: 4805.156738
	Iteration 40F: 3 clusters Score -2206550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2206562.000000 Penalty: 4805.156738
	Iteration 41Q: 3 clusters Score -2206562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2206567.250000 Penalty: 4805.156738
	Iteration 42Q: 3 clusters Score -2206567 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2206572.750000 Penalty: 4805.156738
	Iteration 43Q: 3 clusters Score -2206573 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2206586.750000 Penalty: 4805.156738
	Iteration 44Q: 3 clusters Score -2206587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2206589.250000 Penalty: 4805.156738
	Iteration 45Q: 3 clusters Score -2206589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2206602.750000 Penalty: 4805.156738
	Iteration 46Q: 3 clusters Score -2206603 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2206612.750000 Penalty: 4805.156738
	Iteration 47Q: 3 clusters Score -2206613 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2206619.000000 Penalty: 4805.156738
	Iteration 48Q: 3 clusters Score -2206619 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2206628.250000 Penalty: 4805.156738
	Iteration 49Q: 3 clusters Score -2206628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2206631.750000 Penalty: 4805.156738
	Iteration 50Q: 3 clusters Score -2206632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2206642.250000 Penalty: 4805.156738
	Iteration 51Q: 3 clusters Score -2206642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2206646.500000 Penalty: 4805.156738
	Iteration 52Q: 3 clusters Score -2206646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2206654.250000 Penalty: 4805.156738
	Iteration 53Q: 3 clusters Score -2206654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2206664.500000 Penalty: 4805.156738
	Iteration 54Q: 3 clusters Score -2206664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2206678.500000 Penalty: 4805.156738
	Iteration 55Q: 3 clusters Score -2206678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2206692.000000 Penalty: 4805.156738
	Iteration 56Q: 3 clusters Score -2206692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2206701.750000 Penalty: 4805.156738
	Iteration 57Q: 3 clusters Score -2206702 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2206715.250000 Penalty: 4805.156738
	Iteration 58Q: 3 clusters Score -2206715 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2206725.000000 Penalty: 4805.156738
	Iteration 59Q: 3 clusters Score -2206725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2206735.500000 Penalty: 4805.156738
	Iteration 60F: 3 clusters Score -2206736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2206740.250000 Penalty: 4805.156738
	Iteration 61Q: 3 clusters Score -2206740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2206750.250000 Penalty: 4805.156738
	Iteration 62Q: 3 clusters Score -2206750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2206766.250000 Penalty: 4805.156738
	Iteration 63Q: 3 clusters Score -2206766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2206774.750000 Penalty: 4805.156738
	Iteration 64Q: 3 clusters Score -2206775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2206788.500000 Penalty: 4805.156738
	Iteration 65Q: 3 clusters Score -2206788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2206794.250000 Penalty: 4805.156738
	Iteration 66Q: 3 clusters Score -2206794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2206805.250000 Penalty: 4805.156738
	Iteration 67Q: 3 clusters Score -2206805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2206815.250000 Penalty: 4805.156738
	Iteration 68Q: 3 clusters Score -2206815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2206820.500000 Penalty: 4805.156738
	Iteration 69Q: 3 clusters Score -2206820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2206824.500000 Penalty: 4805.156738
	Iteration 70Q: 3 clusters Score -2206824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2206836.250000 Penalty: 4805.156738
	Iteration 71Q: 3 clusters Score -2206836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2206838.500000 Penalty: 4805.156738
	Iteration 72Q: 3 clusters Score -2206838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2206842.500000 Penalty: 4805.156738
	Iteration 73Q: 3 clusters Score -2206842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2206840.750000 Penalty: 4805.156738
	Iteration 74Q: 3 clusters Score -2206841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2206848.750000 Penalty: 4805.156738
	Iteration 75Q: 3 clusters Score -2206849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2206851.750000 Penalty: 4805.156738
	Iteration 76Q: 3 clusters Score -2206852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2206855.250000 Penalty: 4805.156738
	Iteration 77Q: 3 clusters Score -2206855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2206850.750000 Penalty: 4805.156738
	Iteration 78Q: 3 clusters Score -2206851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2206857.750000 Penalty: 4805.156738
	Iteration 79Q: 3 clusters Score -2206858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2206858.750000 Penalty: 4805.156738
	Iteration 80F: 3 clusters Score -2206859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2206861.000000 Penalty: 4805.156738
	Iteration 81Q: 3 clusters Score -2206861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2206862.750000 Penalty: 4805.156738
	Iteration 82Q: 3 clusters Score -2206863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2206865.750000 Penalty: 4805.156738
	Iteration 83Q: 3 clusters Score -2206866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2206864.000000 Penalty: 4805.156738
	Iteration 84Q: 3 clusters Score -2206864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2206865.250000 Penalty: 4805.156738
	Iteration 85Q: 3 clusters Score -2206865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2206866.500000 Penalty: 4805.156738
	Iteration 86Q: 3 clusters Score -2206866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2206868.000000 Penalty: 4805.156738
	Iteration 87Q: 3 clusters Score -2206868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2206868.500000 Penalty: 4805.156738
	Iteration 88Q: 3 clusters Score -2206868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2206867.500000 Penalty: 4805.156738
	Iteration 89Q: 3 clusters Score -2206868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2206868.250000 Penalty: 4805.156738
	Iteration 90Q: 3 clusters Score -2206868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2206871.250000 Penalty: 4805.156738
	Iteration 91Q: 3 clusters Score -2206871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2206872.750000 Penalty: 4805.156738
	Iteration 92Q: 3 clusters Score -2206873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2206875.250000 Penalty: 4805.156738
	Iteration 93Q: 3 clusters Score -2206875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2206876.000000 Penalty: 4805.156738
	Iteration 94Q: 3 clusters Score -2206876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2206876.000000 Penalty: 4805.156738
	Iteration 95Q: 3 clusters Score -2206876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2206875.500000 Penalty: 4805.156738
	Iteration 96Q: 3 clusters Score -2206876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2206875.500000 Penalty: 4805.156738
	Iteration 97F: 3 clusters Score -2206876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Entering Unmasked Estep 
Score: -1028977.687500 Penalty: 2219.957031
	Iteration 0F: 2 clusters Score -1028978 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 3860 members 
Entering Unmasked Estep 
Score: -1022705.375000 Penalty: 4439.914062
	Iteration 0F: 3 clusters Score -1022705 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1024740.437500 Penalty: 4439.914062
	Iteration 1F: 3 clusters Score -1024740 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1025614.562500 Penalty: 4439.914062
	Iteration 2F: 3 clusters Score -1025615 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1026489.125000 Penalty: 4439.914062
	Iteration 3F: 3 clusters Score -1026489 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1027327.625000 Penalty: 4439.914062
	Iteration 4F: 3 clusters Score -1027328 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1027910.562500 Penalty: 4439.914062
	Iteration 5F: 3 clusters Score -1027911 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1028258.812500 Penalty: 4439.914062
	Iteration 6F: 3 clusters Score -1028259 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1028496.500000 Penalty: 4439.914062
	Iteration 7Q: 3 clusters Score -1028496 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1028633.375000 Penalty: 4439.914062
	Iteration 8Q: 3 clusters Score -1028633 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1028745.250000 Penalty: 4439.914062
	Iteration 9Q: 3 clusters Score -1028745 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1028863.562500 Penalty: 4439.914062
	Iteration 10Q: 3 clusters Score -1028864 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1028969.500000 Penalty: 4439.914062
	Iteration 11Q: 3 clusters Score -1028970 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1029077.812500 Penalty: 4439.914062
	Iteration 12Q: 3 clusters Score -1029078 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1029158.937500 Penalty: 4439.914062
	Iteration 13Q: 3 clusters Score -1029159 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1029226.062500 Penalty: 4439.914062
	Iteration 14Q: 3 clusters Score -1029226 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1029266.187500 Penalty: 4439.914062
	Iteration 15Q: 3 clusters Score -1029266 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1029283.687500 Penalty: 4439.914062
	Iteration 16Q: 3 clusters Score -1029284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1029296.562500 Penalty: 4439.914062
	Iteration 17Q: 3 clusters Score -1029297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1029301.687500 Penalty: 4439.914062
	Iteration 18Q: 3 clusters Score -1029302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1029313.500000 Penalty: 4439.914062
	Iteration 19Q: 3 clusters Score -1029314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1029320.250000 Penalty: 4439.914062
	Iteration 20F: 3 clusters Score -1029320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1029323.312500 Penalty: 4439.914062
	Iteration 21Q: 3 clusters Score -1029323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1029324.500000 Penalty: 4439.914062
	Iteration 22Q: 3 clusters Score -1029324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1029324.500000 Penalty: 4439.914062
	Iteration 23F: 3 clusters Score -1029324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 149556 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 47357 members 
Mstep: Class 5 contains 8360 members 
Mstep: Class 6 contains 49602 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 8 contains 36094 members 
Mstep: Class 9 contains 38394 members 
Mstep: Class 10 contains 15919 members 
Mstep: Class 11 contains 32987 members 
Mstep: Class 12 contains 38906 members 
Mstep: Class 13 contains 41832 members 
Mstep: Class 14 contains 78829 members 
Mstep: Class 15 contains 26285 members 
Mstep: Class 16 contains 61827 members 
Mstep: Class 17 contains 97304 members 
Mstep: Class 18 contains 31203 members 
Mstep: Class 19 contains 6391 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 224356 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 2777 members 
Mstep: Class 24 contains 16120 members 
Mstep: Class 25 contains 2235 members 
Mstep: Class 26 contains 6892 members 
Mstep: Class 27 contains 5300 members 
Mstep: Class 28 contains 6376 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 1878 members 
Mstep: Class 31 contains 5484 members 
Entering Unmasked Estep 
Score: -142921344.000000 Penalty: 106614.398438
Splitting cluster 25 changes total score from -142921776.000000 to -142921344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (6892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Entering Unmasked Estep 
Score: -944794.312500 Penalty: 2191.853027
	Iteration 0F: 2 clusters Score -944794.3 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 3395 members 
Entering Unmasked Estep 
Score: -939104.562500 Penalty: 4383.706055
	Iteration 0F: 3 clusters Score -939104.6 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -940536.562500 Penalty: 4383.706055
	Iteration 1F: 3 clusters Score -940536.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -940833.375000 Penalty: 4383.706055
	Iteration 2F: 3 clusters Score -940833.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -941035.187500 Penalty: 4383.706055
	Iteration 3F: 3 clusters Score -941035.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -941197.625000 Penalty: 4383.706055
	Iteration 4Q: 3 clusters Score -941197.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -941322.312500 Penalty: 4383.706055
	Iteration 5Q: 3 clusters Score -941322.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -941421.125000 Penalty: 4383.706055
	Iteration 6Q: 3 clusters Score -941421.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -941504.875000 Penalty: 4383.706055
	Iteration 7Q: 3 clusters Score -941504.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -941580.000000 Penalty: 4383.706055
	Iteration 8Q: 3 clusters Score -941580 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -941641.750000 Penalty: 4383.706055
	Iteration 9Q: 3 clusters Score -941641.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -941709.875000 Penalty: 4383.706055
	Iteration 10Q: 3 clusters Score -941709.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -941779.937500 Penalty: 4383.706055
	Iteration 11Q: 3 clusters Score -941779.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -941850.812500 Penalty: 4383.706055
	Iteration 12Q: 3 clusters Score -941850.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -941925.062500 Penalty: 4383.706055
	Iteration 13Q: 3 clusters Score -941925.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -942018.625000 Penalty: 4383.706055
	Iteration 14Q: 3 clusters Score -942018.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -942113.187500 Penalty: 4383.706055
	Iteration 15Q: 3 clusters Score -942113.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -942190.062500 Penalty: 4383.706055
	Iteration 16Q: 3 clusters Score -942190.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -942266.937500 Penalty: 4383.706055
	Iteration 17Q: 3 clusters Score -942266.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -942361.062500 Penalty: 4383.706055
	Iteration 18Q: 3 clusters Score -942361.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -942448.187500 Penalty: 4383.706055
	Iteration 19Q: 3 clusters Score -942448.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -942556.437500 Penalty: 4383.706055
	Iteration 20F: 3 clusters Score -942556.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -942690.750000 Penalty: 4383.706055
	Iteration 21Q: 3 clusters Score -942690.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -942872.750000 Penalty: 4383.706055
	Iteration 22Q: 3 clusters Score -942872.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -943034.625000 Penalty: 4383.706055
	Iteration 23Q: 3 clusters Score -943034.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -943156.875000 Penalty: 4383.706055
	Iteration 24Q: 3 clusters Score -943156.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -943223.500000 Penalty: 4383.706055
	Iteration 25Q: 3 clusters Score -943223.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -943280.625000 Penalty: 4383.706055
	Iteration 26Q: 3 clusters Score -943280.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -943329.812500 Penalty: 4383.706055
	Iteration 27Q: 3 clusters Score -943329.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -943369.312500 Penalty: 4383.706055
	Iteration 28Q: 3 clusters Score -943369.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -943410.562500 Penalty: 4383.706055
	Iteration 29Q: 3 clusters Score -943410.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -943440.562500 Penalty: 4383.706055
	Iteration 30Q: 3 clusters Score -943440.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -943468.812500 Penalty: 4383.706055
	Iteration 31Q: 3 clusters Score -943468.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -943488.437500 Penalty: 4383.706055
	Iteration 32Q: 3 clusters Score -943488.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -943510.625000 Penalty: 4383.706055
	Iteration 33Q: 3 clusters Score -943510.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -943536.562500 Penalty: 4383.706055
	Iteration 34Q: 3 clusters Score -943536.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -943572.125000 Penalty: 4383.706055
	Iteration 35Q: 3 clusters Score -943572.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -943611.250000 Penalty: 4383.706055
	Iteration 36Q: 3 clusters Score -943611.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -943657.187500 Penalty: 4383.706055
	Iteration 37Q: 3 clusters Score -943657.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -943686.750000 Penalty: 4383.706055
	Iteration 38Q: 3 clusters Score -943686.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -943703.875000 Penalty: 4383.706055
	Iteration 39Q: 3 clusters Score -943703.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -943724.250000 Penalty: 4383.706055
	Iteration 40F: 3 clusters Score -943724.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -943734.375000 Penalty: 4383.706055
	Iteration 41Q: 3 clusters Score -943734.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -943742.000000 Penalty: 4383.706055
	Iteration 42Q: 3 clusters Score -943742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -943751.250000 Penalty: 4383.706055
	Iteration 43Q: 3 clusters Score -943751.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -943760.187500 Penalty: 4383.706055
	Iteration 44Q: 3 clusters Score -943760.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -943764.312500 Penalty: 4383.706055
	Iteration 45Q: 3 clusters Score -943764.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -943767.750000 Penalty: 4383.706055
	Iteration 46Q: 3 clusters Score -943767.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -943771.500000 Penalty: 4383.706055
	Iteration 47Q: 3 clusters Score -943771.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -943774.062500 Penalty: 4383.706055
	Iteration 48Q: 3 clusters Score -943774.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -943777.375000 Penalty: 4383.706055
	Iteration 49Q: 3 clusters Score -943777.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -943781.062500 Penalty: 4383.706055
	Iteration 50Q: 3 clusters Score -943781.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -943784.875000 Penalty: 4383.706055
	Iteration 51Q: 3 clusters Score -943784.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -943784.500000 Penalty: 4383.706055
	Iteration 52Q: 3 clusters Score -943784.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -943784.250000 Penalty: 4383.706055
	Iteration 53Q: 3 clusters Score -943784.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -943784.250000 Penalty: 4383.706055
	Iteration 54F: 3 clusters Score -943784.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Entering Unmasked Estep 
Score: -715249.875000 Penalty: 2126.714600
	Iteration 0F: 2 clusters Score -715249.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -710586.687500 Penalty: 4253.429199
	Iteration 0F: 3 clusters Score -710586.7 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -711839.000000 Penalty: 4253.429199
	Iteration 1F: 3 clusters Score -711839 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -712181.687500 Penalty: 4253.429199
	Iteration 2F: 3 clusters Score -712181.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -712460.750000 Penalty: 4253.429199
	Iteration 3F: 3 clusters Score -712460.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -712702.750000 Penalty: 4253.429199
	Iteration 4F: 3 clusters Score -712702.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -712927.562500 Penalty: 4253.429199
	Iteration 5F: 3 clusters Score -712927.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -713203.875000 Penalty: 4253.429199
	Iteration 6Q: 3 clusters Score -713203.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -713539.062500 Penalty: 4253.429199
	Iteration 7F: 3 clusters Score -713539.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -713915.125000 Penalty: 4253.429199
	Iteration 8Q: 3 clusters Score -713915.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -714273.312500 Penalty: 4253.429199
	Iteration 9Q: 3 clusters Score -714273.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -714531.250000 Penalty: 4253.429199
	Iteration 10Q: 3 clusters Score -714531.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -714660.250000 Penalty: 4253.429199
	Iteration 11Q: 3 clusters Score -714660.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -714702.312500 Penalty: 4253.429199
	Iteration 12Q: 3 clusters Score -714702.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -714710.625000 Penalty: 4253.429199
	Iteration 13Q: 3 clusters Score -714710.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -714711.812500 Penalty: 4253.429199
	Iteration 14Q: 3 clusters Score -714711.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -714715.000000 Penalty: 4253.429199
	Iteration 15Q: 3 clusters Score -714715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -714715.250000 Penalty: 4253.429199
	Iteration 16Q: 3 clusters Score -714715.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -714714.687500 Penalty: 4253.429199
	Iteration 17Q: 3 clusters Score -714714.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -714714.562500 Penalty: 4253.429199
	Iteration 18Q: 3 clusters Score -714714.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -714714.562500 Penalty: 4253.429199
	Iteration 19F: 3 clusters Score -714714.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Entering Unmasked Estep 
Score: -858369.125000 Penalty: 2172.553467
	Iteration 0F: 2 clusters Score -858369.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -852968.375000 Penalty: 4345.106934
	Iteration 0F: 3 clusters Score -852968.4 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -854400.437500 Penalty: 4345.106934
	Iteration 1F: 3 clusters Score -854400.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -854754.437500 Penalty: 4345.106934
	Iteration 2F: 3 clusters Score -854754.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -855014.625000 Penalty: 4345.106934
	Iteration 3F: 3 clusters Score -855014.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -855220.500000 Penalty: 4345.106934
	Iteration 4F: 3 clusters Score -855220.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -855382.187500 Penalty: 4345.106934
	Iteration 5Q: 3 clusters Score -855382.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -855498.250000 Penalty: 4345.106934
	Iteration 6Q: 3 clusters Score -855498.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -855589.187500 Penalty: 4345.106934
	Iteration 7Q: 3 clusters Score -855589.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -855680.062500 Penalty: 4345.106934
	Iteration 8Q: 3 clusters Score -855680.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -855784.937500 Penalty: 4345.106934
	Iteration 9Q: 3 clusters Score -855784.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -855855.375000 Penalty: 4345.106934
	Iteration 10Q: 3 clusters Score -855855.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -855914.812500 Penalty: 4345.106934
	Iteration 11Q: 3 clusters Score -855914.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -855977.312500 Penalty: 4345.106934
	Iteration 12Q: 3 clusters Score -855977.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -856045.375000 Penalty: 4345.106934
	Iteration 13Q: 3 clusters Score -856045.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -856107.562500 Penalty: 4345.106934
	Iteration 14Q: 3 clusters Score -856107.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -856172.937500 Penalty: 4345.106934
	Iteration 15Q: 3 clusters Score -856172.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -856241.187500 Penalty: 4345.106934
	Iteration 16Q: 3 clusters Score -856241.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -856332.312500 Penalty: 4345.106934
	Iteration 17Q: 3 clusters Score -856332.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -856412.125000 Penalty: 4345.106934
	Iteration 18Q: 3 clusters Score -856412.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -856480.187500 Penalty: 4345.106934
	Iteration 19Q: 3 clusters Score -856480.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -856521.187500 Penalty: 4345.106934
	Iteration 20F: 3 clusters Score -856521.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -856554.562500 Penalty: 4345.106934
	Iteration 21Q: 3 clusters Score -856554.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -856571.500000 Penalty: 4345.106934
	Iteration 22Q: 3 clusters Score -856571.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -856577.875000 Penalty: 4345.106934
	Iteration 23Q: 3 clusters Score -856577.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -856582.437500 Penalty: 4345.106934
	Iteration 24Q: 3 clusters Score -856582.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -856594.375000 Penalty: 4345.106934
	Iteration 25Q: 3 clusters Score -856594.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -856601.375000 Penalty: 4345.106934
	Iteration 26Q: 3 clusters Score -856601.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -856609.625000 Penalty: 4345.106934
	Iteration 27Q: 3 clusters Score -856609.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -856616.875000 Penalty: 4345.106934
	Iteration 28Q: 3 clusters Score -856616.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -856624.562500 Penalty: 4345.106934
	Iteration 29Q: 3 clusters Score -856624.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -856630.937500 Penalty: 4345.106934
	Iteration 30Q: 3 clusters Score -856630.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -856636.500000 Penalty: 4345.106934
	Iteration 31Q: 3 clusters Score -856636.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -856643.500000 Penalty: 4345.106934
	Iteration 32Q: 3 clusters Score -856643.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -856653.437500 Penalty: 4345.106934
	Iteration 33Q: 3 clusters Score -856653.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -856662.375000 Penalty: 4345.106934
	Iteration 34Q: 3 clusters Score -856662.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -856666.875000 Penalty: 4345.106934
	Iteration 35Q: 3 clusters Score -856666.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -856676.312500 Penalty: 4345.106934
	Iteration 36Q: 3 clusters Score -856676.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -856679.312500 Penalty: 4345.106934
	Iteration 37Q: 3 clusters Score -856679.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -856682.000000 Penalty: 4345.106934
	Iteration 38Q: 3 clusters Score -856682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -856688.812500 Penalty: 4345.106934
	Iteration 39Q: 3 clusters Score -856688.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -856691.000000 Penalty: 4345.106934
	Iteration 40F: 3 clusters Score -856691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -856694.687500 Penalty: 4345.106934
	Iteration 41Q: 3 clusters Score -856694.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -856696.875000 Penalty: 4345.106934
	Iteration 42Q: 3 clusters Score -856696.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -856700.000000 Penalty: 4345.106934
	Iteration 43Q: 3 clusters Score -856700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -856702.500000 Penalty: 4345.106934
	Iteration 44Q: 3 clusters Score -856702.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -856703.937500 Penalty: 4345.106934
	Iteration 45Q: 3 clusters Score -856703.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -856708.187500 Penalty: 4345.106934
	Iteration 46Q: 3 clusters Score -856708.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -856708.562500 Penalty: 4345.106934
	Iteration 47Q: 3 clusters Score -856708.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -856715.062500 Penalty: 4345.106934
	Iteration 48Q: 3 clusters Score -856715.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -856716.062500 Penalty: 4345.106934
	Iteration 49Q: 3 clusters Score -856716.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -856722.937500 Penalty: 4345.106934
	Iteration 50Q: 3 clusters Score -856722.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -856729.562500 Penalty: 4345.106934
	Iteration 51Q: 3 clusters Score -856729.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -856732.312500 Penalty: 4345.106934
	Iteration 52Q: 3 clusters Score -856732.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -856733.750000 Penalty: 4345.106934
	Iteration 53Q: 3 clusters Score -856733.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -856736.562500 Penalty: 4345.106934
	Iteration 54Q: 3 clusters Score -856736.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -856734.937500 Penalty: 4345.106934
	Iteration 55Q: 3 clusters Score -856734.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -856737.312500 Penalty: 4345.106934
	Iteration 56Q: 3 clusters Score -856737.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -856741.937500 Penalty: 4345.106934
	Iteration 57Q: 3 clusters Score -856741.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -856743.750000 Penalty: 4345.106934
	Iteration 58Q: 3 clusters Score -856743.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -856744.000000 Penalty: 4345.106934
	Iteration 59Q: 3 clusters Score -856744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -856746.062500 Penalty: 4345.106934
	Iteration 60F: 3 clusters Score -856746.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -856746.062500 Penalty: 4345.106934
	Iteration 61Q: 3 clusters Score -856746.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -856747.875000 Penalty: 4345.106934
	Iteration 62Q: 3 clusters Score -856747.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -856746.812500 Penalty: 4345.106934
	Iteration 63Q: 3 clusters Score -856746.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -856748.187500 Penalty: 4345.106934
	Iteration 64Q: 3 clusters Score -856748.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -856748.250000 Penalty: 4345.106934
	Iteration 65Q: 3 clusters Score -856748.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -856748.250000 Penalty: 4345.106934
	Iteration 66Q: 3 clusters Score -856748.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -856749.500000 Penalty: 4345.106934
	Iteration 67Q: 3 clusters Score -856749.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -856749.937500 Penalty: 4345.106934
	Iteration 68Q: 3 clusters Score -856749.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -856749.937500 Penalty: 4345.106934
	Iteration 69F: 3 clusters Score -856749.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -182833.156250 Penalty: 1788.466064
	Iteration 0F: 2 clusters Score -182833.2 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 695 members 
Entering Unmasked Estep 
Score: -180645.359375 Penalty: 3576.932129
	Iteration 0F: 3 clusters Score -180645.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -180988.125000 Penalty: 3576.932129
	Iteration 1F: 3 clusters Score -180988.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -181078.125000 Penalty: 3576.932129
	Iteration 2F: 3 clusters Score -181078.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -181121.281250 Penalty: 3576.932129
	Iteration 3Q: 3 clusters Score -181121.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -181160.406250 Penalty: 3576.932129
	Iteration 4Q: 3 clusters Score -181160.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -181192.062500 Penalty: 3576.932129
	Iteration 5Q: 3 clusters Score -181192.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -181205.921875 Penalty: 3576.932129
	Iteration 6Q: 3 clusters Score -181205.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -181233.468750 Penalty: 3576.932129
	Iteration 7Q: 3 clusters Score -181233.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -181263.250000 Penalty: 3576.932129
	Iteration 8Q: 3 clusters Score -181263.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -181302.296875 Penalty: 3576.932129
	Iteration 9Q: 3 clusters Score -181302.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -181378.234375 Penalty: 3576.932129
	Iteration 10Q: 3 clusters Score -181378.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -181487.578125 Penalty: 3576.932129
	Iteration 11Q: 3 clusters Score -181487.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -181631.468750 Penalty: 3576.932129
	Iteration 12Q: 3 clusters Score -181631.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -181755.281250 Penalty: 3576.932129
	Iteration 13Q: 3 clusters Score -181755.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -181844.656250 Penalty: 3576.932129
	Iteration 14Q: 3 clusters Score -181844.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -181919.281250 Penalty: 3576.932129
	Iteration 15Q: 3 clusters Score -181919.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -181997.265625 Penalty: 3576.932129
	Iteration 16Q: 3 clusters Score -181997.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -182046.281250 Penalty: 3576.932129
	Iteration 17Q: 3 clusters Score -182046.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -182081.234375 Penalty: 3576.932129
	Iteration 18Q: 3 clusters Score -182081.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -182104.921875 Penalty: 3576.932129
	Iteration 19Q: 3 clusters Score -182104.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -182121.312500 Penalty: 3576.932129
	Iteration 20F: 3 clusters Score -182121.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -182133.109375 Penalty: 3576.932129
	Iteration 21Q: 3 clusters Score -182133.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -182142.640625 Penalty: 3576.932129
	Iteration 22Q: 3 clusters Score -182142.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -182160.156250 Penalty: 3576.932129
	Iteration 23Q: 3 clusters Score -182160.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -182200.921875 Penalty: 3576.932129
	Iteration 24Q: 3 clusters Score -182200.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -182329.093750 Penalty: 3576.932129
	Iteration 25Q: 3 clusters Score -182329.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -182513.171875 Penalty: 3576.932129
	Iteration 26Q: 3 clusters Score -182513.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -182556.531250 Penalty: 3576.932129
	Iteration 27Q: 3 clusters Score -182556.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -182580.375000 Penalty: 3576.932129
	Iteration 28Q: 3 clusters Score -182580.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -182601.421875 Penalty: 3576.932129
	Iteration 29Q: 3 clusters Score -182601.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -182613.703125 Penalty: 3576.932129
	Iteration 30Q: 3 clusters Score -182613.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -182620.140625 Penalty: 3576.932129
	Iteration 31Q: 3 clusters Score -182620.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -182621.031250 Penalty: 3576.932129
	Iteration 32Q: 3 clusters Score -182621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -182623.250000 Penalty: 3576.932129
	Iteration 33Q: 3 clusters Score -182623.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -182623.250000 Penalty: 3576.932129
	Iteration 34F: 3 clusters Score -182623.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 149556 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 47357 members 
Mstep: Class 5 contains 8360 members 
Mstep: Class 6 contains 49602 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 8 contains 36094 members 
Mstep: Class 9 contains 38394 members 
Mstep: Class 10 contains 15919 members 
Mstep: Class 11 contains 32987 members 
Mstep: Class 12 contains 38906 members 
Mstep: Class 13 contains 41832 members 
Mstep: Class 14 contains 78829 members 
Mstep: Class 15 contains 26285 members 
Mstep: Class 16 contains 61827 members 
Mstep: Class 17 contains 97304 members 
Mstep: Class 18 contains 31203 members 
Mstep: Class 19 contains 6391 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 224356 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 2777 members 
Mstep: Class 24 contains 16120 members 
Mstep: Class 25 contains 7719 members 
Mstep: Class 26 contains 6892 members 
Mstep: Class 27 contains 5300 members 
Mstep: Class 28 contains 6376 members 
Mstep: Class 29 contains 1355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142922464.000000 Penalty: 103175.226562
Iteration 79Q: 31 clusters Score -1.429225e+08 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 147594 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 47670 members 
Mstep: Class 5 contains 8353 members 
Mstep: Class 6 contains 49658 members 
Mstep: Class 7 contains 10458 members 
Mstep: Class 8 contains 36086 members 
Mstep: Class 9 contains 39068 members 
Mstep: Class 10 contains 15907 members 
Mstep: Class 11 contains 33274 members 
Mstep: Class 12 contains 39556 members 
Mstep: Class 13 contains 41664 members 
Mstep: Class 14 contains 78940 members 
Mstep: Class 15 contains 26624 members 
Mstep: Class 16 contains 61931 members 
Mstep: Class 17 contains 97632 members 
Mstep: Class 18 contains 31279 members 
Mstep: Class 19 contains 6412 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 223430 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 2775 members 
Mstep: Class 24 contains 16157 members 
Mstep: Class 25 contains 7718 members 
Mstep: Class 26 contains 6894 members 
Mstep: Class 27 contains 5306 members 
Mstep: Class 28 contains 6377 members 
Mstep: Class 29 contains 1359 members 
Mstep: Class 30 contains 1877 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 31 clusters Score -1.429272e+08 nChanged 10593
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 150862 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 47905 members 
Mstep: Class 5 contains 8332 members 
Mstep: Class 6 contains 49670 members 
Mstep: Class 7 contains 10514 members 
Mstep: Class 8 contains 36061 members 
Mstep: Class 9 contains 39450 members 
Mstep: Class 10 contains 15877 members 
Mstep: Class 11 contains 33476 members 
Mstep: Class 12 contains 40155 members 
Mstep: Class 13 contains 36403 members 
Mstep: Class 14 contains 79025 members 
Mstep: Class 15 contains 26933 members 
Mstep: Class 16 contains 62004 members 
Mstep: Class 17 contains 97759 members 
Mstep: Class 18 contains 31351 members 
Mstep: Class 19 contains 6428 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 223211 members 
Mstep: Class 22 contains 615 members 
Mstep: Class 23 contains 2770 members 
Mstep: Class 24 contains 16181 members 
Mstep: Class 25 contains 7730 members 
Mstep: Class 26 contains 6894 members 
Mstep: Class 27 contains 5315 members 
Mstep: Class 28 contains 6379 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 1919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142928256.000000 Penalty: 103175.226562
Iteration 81Q: 31 clusters Score -1.429283e+08 nChanged 10908
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 153164 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 48190 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 49716 members 
Mstep: Class 7 contains 10579 members 
Mstep: Class 8 contains 36016 members 
Mstep: Class 9 contains 39798 members 
Mstep: Class 10 contains 15836 members 
Mstep: Class 11 contains 33720 members 
Mstep: Class 12 contains 40722 members 
Mstep: Class 13 contains 31862 members 
Mstep: Class 14 contains 79129 members 
Mstep: Class 15 contains 27272 members 
Mstep: Class 16 contains 62049 members 
Mstep: Class 17 contains 98127 members 
Mstep: Class 18 contains 31388 members 
Mstep: Class 19 contains 6439 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 222953 members 
Mstep: Class 22 contains 609 members 
Mstep: Class 23 contains 2762 members 
Mstep: Class 24 contains 16208 members 
Mstep: Class 25 contains 7745 members 
Mstep: Class 26 contains 6895 members 
Mstep: Class 27 contains 5322 members 
Mstep: Class 28 contains 6378 members 
Mstep: Class 29 contains 1358 members 
Mstep: Class 30 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142928432.000000 Penalty: 103175.226562
Iteration 82Q: 31 clusters Score -1.429284e+08 nChanged 10026
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 154953 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 48523 members 
Mstep: Class 5 contains 8333 members 
Mstep: Class 6 contains 49768 members 
Mstep: Class 7 contains 10616 members 
Mstep: Class 8 contains 35978 members 
Mstep: Class 9 contains 40047 members 
Mstep: Class 10 contains 15754 members 
Mstep: Class 11 contains 33932 members 
Mstep: Class 12 contains 41246 members 
Mstep: Class 13 contains 27976 members 
Mstep: Class 14 contains 79189 members 
Mstep: Class 15 contains 27648 members 
Mstep: Class 16 contains 62094 members 
Mstep: Class 17 contains 98655 members 
Mstep: Class 18 contains 31436 members 
Mstep: Class 19 contains 6455 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 222558 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 2756 members 
Mstep: Class 24 contains 16231 members 
Mstep: Class 25 contains 7750 members 
Mstep: Class 26 contains 6896 members 
Mstep: Class 27 contains 5327 members 
Mstep: Class 28 contains 6383 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 2011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142928752.000000 Penalty: 103175.226562
Iteration 83Q: 31 clusters Score -1.429288e+08 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 156384 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 48885 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 49823 members 
Mstep: Class 7 contains 10646 members 
Mstep: Class 8 contains 35939 members 
Mstep: Class 9 contains 40241 members 
Mstep: Class 10 contains 15711 members 
Mstep: Class 11 contains 34133 members 
Mstep: Class 12 contains 41737 members 
Mstep: Class 13 contains 24645 members 
Mstep: Class 14 contains 79254 members 
Mstep: Class 15 contains 28001 members 
Mstep: Class 16 contains 62087 members 
Mstep: Class 17 contains 99287 members 
Mstep: Class 18 contains 31462 members 
Mstep: Class 19 contains 6474 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 221965 members 
Mstep: Class 22 contains 600 members 
Mstep: Class 23 contains 2752 members 
Mstep: Class 24 contains 16254 members 
Mstep: Class 25 contains 7763 members 
Mstep: Class 26 contains 6897 members 
Mstep: Class 27 contains 5330 members 
Mstep: Class 28 contains 6384 members 
Mstep: Class 29 contains 1358 members 
Mstep: Class 30 contains 2072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142929792.000000 Penalty: 103175.226562
Iteration 84Q: 31 clusters Score -1.429298e+08 nChanged 8646
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 157670 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 49241 members 
Mstep: Class 5 contains 8327 members 
Mstep: Class 6 contains 49904 members 
Mstep: Class 7 contains 10678 members 
Mstep: Class 8 contains 35898 members 
Mstep: Class 9 contains 40384 members 
Mstep: Class 10 contains 15678 members 
Mstep: Class 11 contains 34309 members 
Mstep: Class 12 contains 42175 members 
Mstep: Class 13 contains 21751 members 
Mstep: Class 14 contains 79276 members 
Mstep: Class 15 contains 28355 members 
Mstep: Class 16 contains 62070 members 
Mstep: Class 17 contains 99977 members 
Mstep: Class 18 contains 31468 members 
Mstep: Class 19 contains 6506 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 221201 members 
Mstep: Class 22 contains 597 members 
Mstep: Class 23 contains 2751 members 
Mstep: Class 24 contains 16278 members 
Mstep: Class 25 contains 7761 members 
Mstep: Class 26 contains 6896 members 
Mstep: Class 27 contains 5335 members 
Mstep: Class 28 contains 6386 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 2139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142930768.000000 Penalty: 103175.226562
Iteration 85Q: 31 clusters Score -1.429308e+08 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 158666 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 49597 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 49969 members 
Mstep: Class 7 contains 10708 members 
Mstep: Class 8 contains 35837 members 
Mstep: Class 9 contains 40498 members 
Mstep: Class 10 contains 15668 members 
Mstep: Class 11 contains 34471 members 
Mstep: Class 12 contains 42577 members 
Mstep: Class 13 contains 19332 members 
Mstep: Class 14 contains 79291 members 
Mstep: Class 15 contains 28730 members 
Mstep: Class 16 contains 62067 members 
Mstep: Class 17 contains 100736 members 
Mstep: Class 18 contains 31460 members 
Mstep: Class 19 contains 6529 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 220282 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2749 members 
Mstep: Class 24 contains 16303 members 
Mstep: Class 25 contains 7748 members 
Mstep: Class 26 contains 6898 members 
Mstep: Class 27 contains 5334 members 
Mstep: Class 28 contains 6390 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142931808.000000 Penalty: 103175.226562
Iteration 86Q: 31 clusters Score -1.429318e+08 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 159471 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 49960 members 
Mstep: Class 5 contains 8317 members 
Mstep: Class 6 contains 50044 members 
Mstep: Class 7 contains 10730 members 
Mstep: Class 8 contains 35783 members 
Mstep: Class 9 contains 40616 members 
Mstep: Class 10 contains 15639 members 
Mstep: Class 11 contains 34610 members 
Mstep: Class 12 contains 42930 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 79318 members 
Mstep: Class 15 contains 29098 members 
Mstep: Class 16 contains 62105 members 
Mstep: Class 17 contains 101449 members 
Mstep: Class 18 contains 31453 members 
Mstep: Class 19 contains 6558 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 219273 members 
Mstep: Class 22 contains 584 members 
Mstep: Class 23 contains 2744 members 
Mstep: Class 24 contains 16323 members 
Mstep: Class 25 contains 7740 members 
Mstep: Class 26 contains 6899 members 
Mstep: Class 27 contains 5338 members 
Mstep: Class 28 contains 6392 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142932544.000000 Penalty: 103175.226562
Iteration 87Q: 31 clusters Score -1.429325e+08 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 160008 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 50282 members 
Mstep: Class 5 contains 8317 members 
Mstep: Class 6 contains 50102 members 
Mstep: Class 7 contains 10761 members 
Mstep: Class 8 contains 35714 members 
Mstep: Class 9 contains 40695 members 
Mstep: Class 10 contains 15581 members 
Mstep: Class 11 contains 34755 members 
Mstep: Class 12 contains 43261 members 
Mstep: Class 13 contains 15499 members 
Mstep: Class 14 contains 79425 members 
Mstep: Class 15 contains 29454 members 
Mstep: Class 16 contains 62171 members 
Mstep: Class 17 contains 102214 members 
Mstep: Class 18 contains 31409 members 
Mstep: Class 19 contains 6579 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 218293 members 
Mstep: Class 22 contains 578 members 
Mstep: Class 23 contains 2739 members 
Mstep: Class 24 contains 16355 members 
Mstep: Class 25 contains 7737 members 
Mstep: Class 26 contains 6901 members 
Mstep: Class 27 contains 5346 members 
Mstep: Class 28 contains 6396 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142932784.000000 Penalty: 103175.226562
Iteration 88Q: 31 clusters Score -1.429328e+08 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 160316 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 50609 members 
Mstep: Class 5 contains 8308 members 
Mstep: Class 6 contains 50140 members 
Mstep: Class 7 contains 10793 members 
Mstep: Class 8 contains 35654 members 
Mstep: Class 9 contains 40779 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 34914 members 
Mstep: Class 12 contains 43571 members 
Mstep: Class 13 contains 13978 members 
Mstep: Class 14 contains 79541 members 
Mstep: Class 15 contains 29818 members 
Mstep: Class 16 contains 62271 members 
Mstep: Class 17 contains 102987 members 
Mstep: Class 18 contains 31369 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 217220 members 
Mstep: Class 22 contains 574 members 
Mstep: Class 23 contains 2735 members 
Mstep: Class 24 contains 16392 members 
Mstep: Class 25 contains 7718 members 
Mstep: Class 26 contains 6904 members 
Mstep: Class 27 contains 5361 members 
Mstep: Class 28 contains 6396 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 2337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142932800.000000 Penalty: 103175.226562
Iteration 89Q: 31 clusters Score -1.429328e+08 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 160537 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 50965 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 50193 members 
Mstep: Class 7 contains 10817 members 
Mstep: Class 8 contains 35594 members 
Mstep: Class 9 contains 40843 members 
Mstep: Class 10 contains 15488 members 
Mstep: Class 11 contains 35070 members 
Mstep: Class 12 contains 43860 members 
Mstep: Class 13 contains 12594 members 
Mstep: Class 14 contains 79653 members 
Mstep: Class 15 contains 30130 members 
Mstep: Class 16 contains 62353 members 
Mstep: Class 17 contains 103784 members 
Mstep: Class 18 contains 31316 members 
Mstep: Class 19 contains 6631 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 216207 members 
Mstep: Class 22 contains 570 members 
Mstep: Class 23 contains 2727 members 
Mstep: Class 24 contains 16422 members 
Mstep: Class 25 contains 7709 members 
Mstep: Class 26 contains 6907 members 
Mstep: Class 27 contains 5370 members 
Mstep: Class 28 contains 6398 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142933440.000000 Penalty: 103175.226562
Iteration 90Q: 31 clusters Score -1.429334e+08 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 160532 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 51333 members 
Mstep: Class 5 contains 8280 members 
Mstep: Class 6 contains 50271 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 35538 members 
Mstep: Class 9 contains 40935 members 
Mstep: Class 10 contains 15428 members 
Mstep: Class 11 contains 35241 members 
Mstep: Class 12 contains 44112 members 
Mstep: Class 13 contains 11511 members 
Mstep: Class 14 contains 79752 members 
Mstep: Class 15 contains 30465 members 
Mstep: Class 16 contains 62455 members 
Mstep: Class 17 contains 104603 members 
Mstep: Class 18 contains 31267 members 
Mstep: Class 19 contains 6663 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 215060 members 
Mstep: Class 22 contains 568 members 
Mstep: Class 23 contains 2724 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 7694 members 
Mstep: Class 26 contains 6907 members 
Mstep: Class 27 contains 5374 members 
Mstep: Class 28 contains 6400 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142933952.000000 Penalty: 103175.226562
Iteration 91Q: 31 clusters Score -1.42934e+08 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 160345 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 51653 members 
Mstep: Class 5 contains 8274 members 
Mstep: Class 6 contains 50307 members 
Mstep: Class 7 contains 10809 members 
Mstep: Class 8 contains 35483 members 
Mstep: Class 9 contains 40998 members 
Mstep: Class 10 contains 15387 members 
Mstep: Class 11 contains 35407 members 
Mstep: Class 12 contains 44350 members 
Mstep: Class 13 contains 10642 members 
Mstep: Class 14 contains 79848 members 
Mstep: Class 15 contains 30776 members 
Mstep: Class 16 contains 62588 members 
Mstep: Class 17 contains 105370 members 
Mstep: Class 18 contains 31200 members 
Mstep: Class 19 contains 6686 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 214047 members 
Mstep: Class 22 contains 566 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 16477 members 
Mstep: Class 25 contains 7673 members 
Mstep: Class 26 contains 6910 members 
Mstep: Class 27 contains 5378 members 
Mstep: Class 28 contains 6401 members 
Mstep: Class 29 contains 1354 members 
Mstep: Class 30 contains 2372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935152.000000 Penalty: 103175.226562
Iteration 92Q: 31 clusters Score -1.429352e+08 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 159980 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 51996 members 
Mstep: Class 5 contains 8266 members 
Mstep: Class 6 contains 50350 members 
Mstep: Class 7 contains 10833 members 
Mstep: Class 8 contains 35448 members 
Mstep: Class 9 contains 41053 members 
Mstep: Class 10 contains 15323 members 
Mstep: Class 11 contains 35557 members 
Mstep: Class 12 contains 44584 members 
Mstep: Class 13 contains 9888 members 
Mstep: Class 14 contains 80002 members 
Mstep: Class 15 contains 31067 members 
Mstep: Class 16 contains 62686 members 
Mstep: Class 17 contains 106144 members 
Mstep: Class 18 contains 31135 members 
Mstep: Class 19 contains 6707 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 213079 members 
Mstep: Class 22 contains 564 members 
Mstep: Class 23 contains 2724 members 
Mstep: Class 24 contains 16513 members 
Mstep: Class 25 contains 7645 members 
Mstep: Class 26 contains 6911 members 
Mstep: Class 27 contains 5384 members 
Mstep: Class 28 contains 6402 members 
Mstep: Class 29 contains 1354 members 
Mstep: Class 30 contains 2382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935632.000000 Penalty: 103175.226562
Iteration 93Q: 31 clusters Score -1.429356e+08 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 159423 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 52312 members 
Mstep: Class 5 contains 8269 members 
Mstep: Class 6 contains 50386 members 
Mstep: Class 7 contains 10865 members 
Mstep: Class 8 contains 35410 members 
Mstep: Class 9 contains 41114 members 
Mstep: Class 10 contains 15250 members 
Mstep: Class 11 contains 35706 members 
Mstep: Class 12 contains 44814 members 
Mstep: Class 13 contains 9242 members 
Mstep: Class 14 contains 80158 members 
Mstep: Class 15 contains 31382 members 
Mstep: Class 16 contains 62790 members 
Mstep: Class 17 contains 106940 members 
Mstep: Class 18 contains 31069 members 
Mstep: Class 19 contains 6729 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 212162 members 
Mstep: Class 22 contains 563 members 
Mstep: Class 23 contains 2724 members 
Mstep: Class 24 contains 16546 members 
Mstep: Class 25 contains 7624 members 
Mstep: Class 26 contains 6912 members 
Mstep: Class 27 contains 5392 members 
Mstep: Class 28 contains 6403 members 
Mstep: Class 29 contains 1354 members 
Mstep: Class 30 contains 2395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142936048.000000 Penalty: 103175.226562
Iteration 94Q: 31 clusters Score -1.42936e+08 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 158737 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 52587 members 
Mstep: Class 5 contains 8272 members 
Mstep: Class 6 contains 50421 members 
Mstep: Class 7 contains 10873 members 
Mstep: Class 8 contains 35370 members 
Mstep: Class 9 contains 41183 members 
Mstep: Class 10 contains 15197 members 
Mstep: Class 11 contains 35868 members 
Mstep: Class 12 contains 45007 members 
Mstep: Class 13 contains 8717 members 
Mstep: Class 14 contains 80311 members 
Mstep: Class 15 contains 31694 members 
Mstep: Class 16 contains 62890 members 
Mstep: Class 17 contains 107776 members 
Mstep: Class 18 contains 31007 members 
Mstep: Class 19 contains 6760 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 211284 members 
Mstep: Class 22 contains 560 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 16568 members 
Mstep: Class 25 contains 7600 members 
Mstep: Class 26 contains 6914 members 
Mstep: Class 27 contains 5402 members 
Mstep: Class 28 contains 6403 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142936832.000000 Penalty: 103175.226562
Iteration 95Q: 31 clusters Score -1.429368e+08 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 157998 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 52844 members 
Mstep: Class 5 contains 8271 members 
Mstep: Class 6 contains 50452 members 
Mstep: Class 7 contains 10884 members 
Mstep: Class 8 contains 35339 members 
Mstep: Class 9 contains 41222 members 
Mstep: Class 10 contains 15157 members 
Mstep: Class 11 contains 36032 members 
Mstep: Class 12 contains 45171 members 
Mstep: Class 13 contains 8243 members 
Mstep: Class 14 contains 80504 members 
Mstep: Class 15 contains 31996 members 
Mstep: Class 16 contains 63025 members 
Mstep: Class 17 contains 108602 members 
Mstep: Class 18 contains 30949 members 
Mstep: Class 19 contains 6776 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 210430 members 
Mstep: Class 22 contains 558 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 16591 members 
Mstep: Class 25 contains 7583 members 
Mstep: Class 26 contains 6915 members 
Mstep: Class 27 contains 5412 members 
Mstep: Class 28 contains 6405 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 2411 members 
Entering Unmasked Estep 
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Score: -142936848.000000 Penalty: 103175.226562
Iteration 96Q: 31 clusters Score -1.429368e+08 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 157159 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 53078 members 
Mstep: Class 5 contains 8271 members 
Mstep: Class 6 contains 50473 members 
Mstep: Class 7 contains 10891 members 
Mstep: Class 8 contains 35307 members 
Mstep: Class 9 contains 41234 members 
Mstep: Class 10 contains 15104 members 
Mstep: Class 11 contains 36126 members 
Mstep: Class 12 contains 45329 members 
Mstep: Class 13 contains 7834 members 
Mstep: Class 14 contains 80657 members 
Mstep: Class 15 contains 32297 members 
Mstep: Class 16 contains 63192 members 
Mstep: Class 17 contains 109444 members 
Mstep: Class 18 contains 30913 members 
Mstep: Class 19 contains 6794 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 209727 members 
Mstep: Class 22 contains 558 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 16625 members 
Mstep: Class 25 contains 7561 members 
Mstep: Class 26 contains 6916 members 
Mstep: Class 27 contains 5421 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 2418 members 
Entering Unmasked Estep 
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Iteration 97Q: 31 clusters Score -1.429373e+08 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 156292 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 53262 members 
Mstep: Class 5 contains 8269 members 
Mstep: Class 6 contains 50498 members 
Mstep: Class 7 contains 10898 members 
Mstep: Class 8 contains 35280 members 
Mstep: Class 9 contains 41291 members 
Mstep: Class 10 contains 15044 members 
Mstep: Class 11 contains 36222 members 
Mstep: Class 12 contains 45479 members 
Mstep: Class 13 contains 7473 members 
Mstep: Class 14 contains 80828 members 
Mstep: Class 15 contains 32577 members 
Mstep: Class 16 contains 63373 members 
Mstep: Class 17 contains 110313 members 
Mstep: Class 18 contains 30878 members 
Mstep: Class 19 contains 6812 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 208961 members 
Mstep: Class 22 contains 558 members 
Mstep: Class 23 contains 2717 members 
Mstep: Class 24 contains 16658 members 
Mstep: Class 25 contains 7539 members 
Mstep: Class 26 contains 6917 members 
Mstep: Class 27 contains 5433 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 2429 members 
Entering Unmasked Estep 
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Score: -142937360.000000 Penalty: 103175.226562
Iteration 98Q: 31 clusters Score -1.429374e+08 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 155436 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 53422 members 
Mstep: Class 5 contains 8264 members 
Mstep: Class 6 contains 50505 members 
Mstep: Class 7 contains 10903 members 
Mstep: Class 8 contains 35239 members 
Mstep: Class 9 contains 41334 members 
Mstep: Class 10 contains 14991 members 
Mstep: Class 11 contains 36296 members 
Mstep: Class 12 contains 45630 members 
Mstep: Class 13 contains 7187 members 
Mstep: Class 14 contains 81002 members 
Mstep: Class 15 contains 32841 members 
Mstep: Class 16 contains 63558 members 
Mstep: Class 17 contains 111135 members 
Mstep: Class 18 contains 30871 members 
Mstep: Class 19 contains 6828 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 208254 members 
Mstep: Class 22 contains 555 members 
Mstep: Class 23 contains 2715 members 
Mstep: Class 24 contains 16695 members 
Mstep: Class 25 contains 7519 members 
Mstep: Class 26 contains 6917 members 
Mstep: Class 27 contains 5441 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2440 members 
Entering Unmasked Estep 
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Iteration 99Q: 31 clusters Score -1.429383e+08 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 154626 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 53594 members 
Mstep: Class 5 contains 8265 members 
Mstep: Class 6 contains 50510 members 
Mstep: Class 7 contains 10917 members 
Mstep: Class 8 contains 35211 members 
Mstep: Class 9 contains 41355 members 
Mstep: Class 10 contains 14971 members 
Mstep: Class 11 contains 36367 members 
Mstep: Class 12 contains 45762 members 
Mstep: Class 13 contains 6931 members 
Mstep: Class 14 contains 81123 members 
Mstep: Class 15 contains 33088 members 
Mstep: Class 16 contains 63705 members 
Mstep: Class 17 contains 111887 members 
Mstep: Class 18 contains 30849 members 
Mstep: Class 19 contains 6850 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 207628 members 
Mstep: Class 22 contains 552 members 
Mstep: Class 23 contains 2715 members 
Mstep: Class 24 contains 16725 members 
Mstep: Class 25 contains 7498 members 
Mstep: Class 26 contains 6920 members 
Mstep: Class 27 contains 5446 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 2449 members 
Entering Unmasked Estep 
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Iteration 100F: 31 clusters Score -1.429392e+08 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 154122 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 53753 members 
Mstep: Class 5 contains 8267 members 
Mstep: Class 6 contains 50505 members 
Mstep: Class 7 contains 10910 members 
Mstep: Class 8 contains 35188 members 
Mstep: Class 9 contains 41366 members 
Mstep: Class 10 contains 14944 members 
Mstep: Class 11 contains 36418 members 
Mstep: Class 12 contains 45884 members 
Mstep: Class 13 contains 6436 members 
Mstep: Class 14 contains 81247 members 
Mstep: Class 15 contains 33297 members 
Mstep: Class 16 contains 63838 members 
Mstep: Class 17 contains 112705 members 
Mstep: Class 18 contains 30839 members 
Mstep: Class 19 contains 6871 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 206978 members 
Mstep: Class 22 contains 549 members 
Mstep: Class 23 contains 2712 members 
Mstep: Class 24 contains 16757 members 
Mstep: Class 25 contains 7475 members 
Mstep: Class 26 contains 6924 members 
Mstep: Class 27 contains 5452 members 
Mstep: Class 28 contains 6405 members 
Mstep: Class 29 contains 1358 members 
Mstep: Class 30 contains 2491 members 
Entering Unmasked Estep 
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Iteration 101Q: 31 clusters Score -1.429396e+08 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 153607 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 53903 members 
Mstep: Class 5 contains 8263 members 
Mstep: Class 6 contains 50478 members 
Mstep: Class 7 contains 10892 members 
Mstep: Class 8 contains 35155 members 
Mstep: Class 9 contains 41391 members 
Mstep: Class 10 contains 14934 members 
Mstep: Class 11 contains 36471 members 
Mstep: Class 12 contains 46006 members 
Mstep: Class 13 contains 6034 members 
Mstep: Class 14 contains 81325 members 
Mstep: Class 15 contains 33478 members 
Mstep: Class 16 contains 63967 members 
Mstep: Class 17 contains 113512 members 
Mstep: Class 18 contains 30858 members 
Mstep: Class 19 contains 6890 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 206326 members 
Mstep: Class 22 contains 548 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 16801 members 
Mstep: Class 25 contains 7456 members 
Mstep: Class 26 contains 6926 members 
Mstep: Class 27 contains 5455 members 
Mstep: Class 28 contains 6409 members 
Mstep: Class 29 contains 1359 members 
Mstep: Class 30 contains 2521 members 
Entering Unmasked Estep 
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Iteration 102Q: 31 clusters Score -1.429397e+08 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 153050 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54036 members 
Mstep: Class 5 contains 8261 members 
Mstep: Class 6 contains 50446 members 
Mstep: Class 7 contains 10893 members 
Mstep: Class 8 contains 35129 members 
Mstep: Class 9 contains 41429 members 
Mstep: Class 10 contains 14915 members 
Mstep: Class 11 contains 36514 members 
Mstep: Class 12 contains 46083 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 81386 members 
Mstep: Class 15 contains 33654 members 
Mstep: Class 16 contains 64116 members 
Mstep: Class 17 contains 114321 members 
Mstep: Class 18 contains 30859 members 
Mstep: Class 19 contains 6911 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 205761 members 
Mstep: Class 22 contains 547 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 16844 members 
Mstep: Class 25 contains 7430 members 
Mstep: Class 26 contains 6928 members 
Mstep: Class 27 contains 5458 members 
Mstep: Class 28 contains 6411 members 
Mstep: Class 29 contains 1358 members 
Mstep: Class 30 contains 2540 members 
Entering Unmasked Estep 
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Iteration 103Q: 31 clusters Score -1.429403e+08 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 152413 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54160 members 
Mstep: Class 5 contains 8259 members 
Mstep: Class 6 contains 50420 members 
Mstep: Class 7 contains 10887 members 
Mstep: Class 8 contains 35106 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 14907 members 
Mstep: Class 11 contains 36515 members 
Mstep: Class 12 contains 46112 members 
Mstep: Class 13 contains 5362 members 
Mstep: Class 14 contains 81429 members 
Mstep: Class 15 contains 33806 members 
Mstep: Class 16 contains 64251 members 
Mstep: Class 17 contains 115211 members 
Mstep: Class 18 contains 30847 members 
Mstep: Class 19 contains 6925 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 205302 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 2717 members 
Mstep: Class 24 contains 16888 members 
Mstep: Class 25 contains 7396 members 
Mstep: Class 26 contains 6931 members 
Mstep: Class 27 contains 5459 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1358 members 
Mstep: Class 30 contains 2555 members 
Entering Unmasked Estep 
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Iteration 104Q: 31 clusters Score -1.429406e+08 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 151838 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54245 members 
Mstep: Class 5 contains 8254 members 
Mstep: Class 6 contains 50372 members 
Mstep: Class 7 contains 10880 members 
Mstep: Class 8 contains 35070 members 
Mstep: Class 9 contains 41516 members 
Mstep: Class 10 contains 14892 members 
Mstep: Class 11 contains 36537 members 
Mstep: Class 12 contains 46137 members 
Mstep: Class 13 contains 5133 members 
Mstep: Class 14 contains 81469 members 
Mstep: Class 15 contains 33966 members 
Mstep: Class 16 contains 64389 members 
Mstep: Class 17 contains 116068 members 
Mstep: Class 18 contains 30842 members 
Mstep: Class 19 contains 6940 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 204803 members 
Mstep: Class 22 contains 545 members 
Mstep: Class 23 contains 2720 members 
Mstep: Class 24 contains 16910 members 
Mstep: Class 25 contains 7376 members 
Mstep: Class 26 contains 6933 members 
Mstep: Class 27 contains 5460 members 
Mstep: Class 28 contains 6412 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 2567 members 
Entering Unmasked Estep 
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Iteration 105Q: 31 clusters Score -1.429411e+08 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 151247 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54310 members 
Mstep: Class 5 contains 8251 members 
Mstep: Class 6 contains 50346 members 
Mstep: Class 7 contains 10856 members 
Mstep: Class 8 contains 35046 members 
Mstep: Class 9 contains 41565 members 
Mstep: Class 10 contains 14890 members 
Mstep: Class 11 contains 36542 members 
Mstep: Class 12 contains 46165 members 
Mstep: Class 13 contains 4900 members 
Mstep: Class 14 contains 81489 members 
Mstep: Class 15 contains 34130 members 
Mstep: Class 16 contains 64515 members 
Mstep: Class 17 contains 116977 members 
Mstep: Class 18 contains 30825 members 
Mstep: Class 19 contains 6953 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 204313 members 
Mstep: Class 22 contains 543 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 16943 members 
Mstep: Class 25 contains 7356 members 
Mstep: Class 26 contains 6933 members 
Mstep: Class 27 contains 5458 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2580 members 
Entering Unmasked Estep 
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Iteration 106Q: 31 clusters Score -1.429419e+08 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 150697 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54359 members 
Mstep: Class 5 contains 8256 members 
Mstep: Class 6 contains 50319 members 
Mstep: Class 7 contains 10843 members 
Mstep: Class 8 contains 35017 members 
Mstep: Class 9 contains 41605 members 
Mstep: Class 10 contains 14892 members 
Mstep: Class 11 contains 36520 members 
Mstep: Class 12 contains 46203 members 
Mstep: Class 13 contains 4682 members 
Mstep: Class 14 contains 81531 members 
Mstep: Class 15 contains 34242 members 
Mstep: Class 16 contains 64671 members 
Mstep: Class 17 contains 117915 members 
Mstep: Class 18 contains 30813 members 
Mstep: Class 19 contains 6972 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 203753 members 
Mstep: Class 22 contains 543 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 16971 members 
Mstep: Class 25 contains 7338 members 
Mstep: Class 26 contains 6936 members 
Mstep: Class 27 contains 5453 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2588 members 
Entering Unmasked Estep 
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Iteration 107Q: 31 clusters Score -1.42942e+08 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 150095 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54383 members 
Mstep: Class 5 contains 8259 members 
Mstep: Class 6 contains 50292 members 
Mstep: Class 7 contains 10834 members 
Mstep: Class 8 contains 34995 members 
Mstep: Class 9 contains 41635 members 
Mstep: Class 10 contains 14872 members 
Mstep: Class 11 contains 36490 members 
Mstep: Class 12 contains 46198 members 
Mstep: Class 13 contains 4474 members 
Mstep: Class 14 contains 81554 members 
Mstep: Class 15 contains 34357 members 
Mstep: Class 16 contains 64841 members 
Mstep: Class 17 contains 118963 members 
Mstep: Class 18 contains 30808 members 
Mstep: Class 19 contains 6992 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 203218 members 
Mstep: Class 22 contains 543 members 
Mstep: Class 23 contains 2728 members 
Mstep: Class 24 contains 16993 members 
Mstep: Class 25 contains 7324 members 
Mstep: Class 26 contains 6939 members 
Mstep: Class 27 contains 5446 members 
Mstep: Class 28 contains 6411 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 2595 members 
Entering Unmasked Estep 
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Iteration 108Q: 31 clusters Score -1.429422e+08 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 149482 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54395 members 
Mstep: Class 5 contains 8257 members 
Mstep: Class 6 contains 50234 members 
Mstep: Class 7 contains 10824 members 
Mstep: Class 8 contains 34966 members 
Mstep: Class 9 contains 41670 members 
Mstep: Class 10 contains 14845 members 
Mstep: Class 11 contains 36453 members 
Mstep: Class 12 contains 46180 members 
Mstep: Class 13 contains 4301 members 
Mstep: Class 14 contains 81541 members 
Mstep: Class 15 contains 34491 members 
Mstep: Class 16 contains 64997 members 
Mstep: Class 17 contains 120140 members 
Mstep: Class 18 contains 30800 members 
Mstep: Class 19 contains 7012 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 202633 members 
Mstep: Class 22 contains 543 members 
Mstep: Class 23 contains 2728 members 
Mstep: Class 24 contains 17018 members 
Mstep: Class 25 contains 7312 members 
Mstep: Class 26 contains 6942 members 
Mstep: Class 27 contains 5443 members 
Mstep: Class 28 contains 6412 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2603 members 
Entering Unmasked Estep 
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Iteration 109Q: 31 clusters Score -1.429425e+08 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 148872 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54432 members 
Mstep: Class 5 contains 8260 members 
Mstep: Class 6 contains 50157 members 
Mstep: Class 7 contains 10802 members 
Mstep: Class 8 contains 34941 members 
Mstep: Class 9 contains 41707 members 
Mstep: Class 10 contains 14813 members 
Mstep: Class 11 contains 36404 members 
Mstep: Class 12 contains 46142 members 
Mstep: Class 13 contains 4150 members 
Mstep: Class 14 contains 81539 members 
Mstep: Class 15 contains 34591 members 
Mstep: Class 16 contains 65175 members 
Mstep: Class 17 contains 121368 members 
Mstep: Class 18 contains 30792 members 
Mstep: Class 19 contains 7032 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 202006 members 
Mstep: Class 22 contains 543 members 
Mstep: Class 23 contains 2729 members 
Mstep: Class 24 contains 17044 members 
Mstep: Class 25 contains 7299 members 
Mstep: Class 26 contains 6944 members 
Mstep: Class 27 contains 5446 members 
Mstep: Class 28 contains 6412 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 2605 members 
Entering Unmasked Estep 
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Iteration 110Q: 31 clusters Score -1.429424e+08 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 148319 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54462 members 
Mstep: Class 5 contains 8262 members 
Mstep: Class 6 contains 50077 members 
Mstep: Class 7 contains 10790 members 
Mstep: Class 8 contains 34919 members 
Mstep: Class 9 contains 41758 members 
Mstep: Class 10 contains 14787 members 
Mstep: Class 11 contains 36388 members 
Mstep: Class 12 contains 46089 members 
Mstep: Class 13 contains 4022 members 
Mstep: Class 14 contains 81524 members 
Mstep: Class 15 contains 34652 members 
Mstep: Class 16 contains 65353 members 
Mstep: Class 17 contains 122556 members 
Mstep: Class 18 contains 30795 members 
Mstep: Class 19 contains 7051 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 201338 members 
Mstep: Class 22 contains 543 members 
Mstep: Class 23 contains 2729 members 
Mstep: Class 24 contains 17075 members 
Mstep: Class 25 contains 7282 members 
Mstep: Class 26 contains 6946 members 
Mstep: Class 27 contains 5446 members 
Mstep: Class 28 contains 6413 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2608 members 
Entering Unmasked Estep 
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Iteration 111Q: 31 clusters Score -1.429422e+08 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 147824 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54467 members 
Mstep: Class 5 contains 8261 members 
Mstep: Class 6 contains 49996 members 
Mstep: Class 7 contains 10782 members 
Mstep: Class 8 contains 34895 members 
Mstep: Class 9 contains 41803 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 36383 members 
Mstep: Class 12 contains 46010 members 
Mstep: Class 13 contains 3899 members 
Mstep: Class 14 contains 81503 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 65523 members 
Mstep: Class 17 contains 123765 members 
Mstep: Class 18 contains 30787 members 
Mstep: Class 19 contains 7072 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 200684 members 
Mstep: Class 22 contains 543 members 
Mstep: Class 23 contains 2729 members 
Mstep: Class 24 contains 17099 members 
Mstep: Class 25 contains 7270 members 
Mstep: Class 26 contains 6945 members 
Mstep: Class 27 contains 5448 members 
Mstep: Class 28 contains 6413 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 2615 members 
Entering Unmasked Estep 
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Iteration 112Q: 31 clusters Score -1.429426e+08 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 147314 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54428 members 
Mstep: Class 5 contains 8261 members 
Mstep: Class 6 contains 49911 members 
Mstep: Class 7 contains 10771 members 
Mstep: Class 8 contains 34877 members 
Mstep: Class 9 contains 41860 members 
Mstep: Class 10 contains 14752 members 
Mstep: Class 11 contains 36381 members 
Mstep: Class 12 contains 45909 members 
Mstep: Class 13 contains 3777 members 
Mstep: Class 14 contains 81491 members 
Mstep: Class 15 contains 34735 members 
Mstep: Class 16 contains 65680 members 
Mstep: Class 17 contains 124947 members 
Mstep: Class 18 contains 30779 members 
Mstep: Class 19 contains 7082 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 200118 members 
Mstep: Class 22 contains 543 members 
Mstep: Class 23 contains 2730 members 
Mstep: Class 24 contains 17129 members 
Mstep: Class 25 contains 7251 members 
Mstep: Class 26 contains 6947 members 
Mstep: Class 27 contains 5447 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1358 members 
Mstep: Class 30 contains 2620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942336.000000 Penalty: 103175.226562
Iteration 113Q: 31 clusters Score -1.429423e+08 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 146759 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54414 members 
Mstep: Class 5 contains 8257 members 
Mstep: Class 6 contains 49830 members 
Mstep: Class 7 contains 10774 members 
Mstep: Class 8 contains 34861 members 
Mstep: Class 9 contains 41907 members 
Mstep: Class 10 contains 14720 members 
Mstep: Class 11 contains 36388 members 
Mstep: Class 12 contains 45823 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 81457 members 
Mstep: Class 15 contains 34770 members 
Mstep: Class 16 contains 65831 members 
Mstep: Class 17 contains 126092 members 
Mstep: Class 18 contains 30770 members 
Mstep: Class 19 contains 7089 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 199626 members 
Mstep: Class 22 contains 543 members 
Mstep: Class 23 contains 2730 members 
Mstep: Class 24 contains 17151 members 
Mstep: Class 25 contains 7238 members 
Mstep: Class 26 contains 6950 members 
Mstep: Class 27 contains 5450 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942848.000000 Penalty: 103175.226562
Iteration 114Q: 31 clusters Score -1.429428e+08 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 146243 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54362 members 
Mstep: Class 5 contains 8257 members 
Mstep: Class 6 contains 49762 members 
Mstep: Class 7 contains 10774 members 
Mstep: Class 8 contains 34859 members 
Mstep: Class 9 contains 41961 members 
Mstep: Class 10 contains 14704 members 
Mstep: Class 11 contains 36390 members 
Mstep: Class 12 contains 45748 members 
Mstep: Class 13 contains 3562 members 
Mstep: Class 14 contains 81432 members 
Mstep: Class 15 contains 34813 members 
Mstep: Class 16 contains 65943 members 
Mstep: Class 17 contains 127219 members 
Mstep: Class 18 contains 30767 members 
Mstep: Class 19 contains 7095 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 199122 members 
Mstep: Class 22 contains 543 members 
Mstep: Class 23 contains 2730 members 
Mstep: Class 24 contains 17165 members 
Mstep: Class 25 contains 7226 members 
Mstep: Class 26 contains 6950 members 
Mstep: Class 27 contains 5450 members 
Mstep: Class 28 contains 6418 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943120.000000 Penalty: 103175.226562
Iteration 115Q: 31 clusters Score -1.429431e+08 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 145829 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54319 members 
Mstep: Class 5 contains 8258 members 
Mstep: Class 6 contains 49687 members 
Mstep: Class 7 contains 10770 members 
Mstep: Class 8 contains 34845 members 
Mstep: Class 9 contains 42011 members 
Mstep: Class 10 contains 14678 members 
Mstep: Class 11 contains 36392 members 
Mstep: Class 12 contains 45660 members 
Mstep: Class 13 contains 3445 members 
Mstep: Class 14 contains 81413 members 
Mstep: Class 15 contains 34868 members 
Mstep: Class 16 contains 66051 members 
Mstep: Class 17 contains 128234 members 
Mstep: Class 18 contains 30766 members 
Mstep: Class 19 contains 7103 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 198664 members 
Mstep: Class 22 contains 543 members 
Mstep: Class 23 contains 2731 members 
Mstep: Class 24 contains 17180 members 
Mstep: Class 25 contains 7209 members 
Mstep: Class 26 contains 6949 members 
Mstep: Class 27 contains 5456 members 
Mstep: Class 28 contains 6418 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 2632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943728.000000 Penalty: 103175.226562
Iteration 116Q: 31 clusters Score -1.429437e+08 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 145476 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54275 members 
Mstep: Class 5 contains 8258 members 
Mstep: Class 6 contains 49635 members 
Mstep: Class 7 contains 10758 members 
Mstep: Class 8 contains 34841 members 
Mstep: Class 9 contains 42053 members 
Mstep: Class 10 contains 14649 members 
Mstep: Class 11 contains 36356 members 
Mstep: Class 12 contains 45590 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 81392 members 
Mstep: Class 15 contains 34908 members 
Mstep: Class 16 contains 66157 members 
Mstep: Class 17 contains 129241 members 
Mstep: Class 18 contains 30773 members 
Mstep: Class 19 contains 7107 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 198161 members 
Mstep: Class 22 contains 543 members 
Mstep: Class 23 contains 2731 members 
Mstep: Class 24 contains 17200 members 
Mstep: Class 25 contains 7198 members 
Mstep: Class 26 contains 6945 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 6418 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943760.000000 Penalty: 103175.226562
Iteration 117Q: 31 clusters Score -1.429438e+08 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 145121 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54254 members 
Mstep: Class 5 contains 8255 members 
Mstep: Class 6 contains 49577 members 
Mstep: Class 7 contains 10745 members 
Mstep: Class 8 contains 34825 members 
Mstep: Class 9 contains 42087 members 
Mstep: Class 10 contains 14615 members 
Mstep: Class 11 contains 36338 members 
Mstep: Class 12 contains 45545 members 
Mstep: Class 13 contains 3224 members 
Mstep: Class 14 contains 81367 members 
Mstep: Class 15 contains 34978 members 
Mstep: Class 16 contains 66273 members 
Mstep: Class 17 contains 130124 members 
Mstep: Class 18 contains 30785 members 
Mstep: Class 19 contains 7116 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 197698 members 
Mstep: Class 22 contains 542 members 
Mstep: Class 23 contains 2731 members 
Mstep: Class 24 contains 17215 members 
Mstep: Class 25 contains 7191 members 
Mstep: Class 26 contains 6947 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 2638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944112.000000 Penalty: 103175.226562
Iteration 118Q: 31 clusters Score -1.429441e+08 nChanged 3403
Entering ConstructFrom: 
Score: -142944112.000000 Penalty: 103175.226562
Entering ConstructFrom: 
Trying to split cluster 1 (8149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Entering Unmasked Estep 
Score: -1110925.375000 Penalty: 2233.401367
	Iteration 0F: 2 clusters Score -1110925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1104397.875000 Penalty: 4466.802734
	Iteration 0F: 3 clusters Score -1104398 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1106291.500000 Penalty: 4466.802734
	Iteration 1F: 3 clusters Score -1106292 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1106630.500000 Penalty: 4466.802734
	Iteration 2F: 3 clusters Score -1106630 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1106921.250000 Penalty: 4466.802734
	Iteration 3F: 3 clusters Score -1106921 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1107247.375000 Penalty: 4466.802734
	Iteration 4F: 3 clusters Score -1107247 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1107680.125000 Penalty: 4466.802734
	Iteration 5F: 3 clusters Score -1107680 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1108189.875000 Penalty: 4466.802734
	Iteration 6F: 3 clusters Score -1108190 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1108670.750000 Penalty: 4466.802734
	Iteration 7F: 3 clusters Score -1108671 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1109212.250000 Penalty: 4466.802734
	Iteration 8F: 3 clusters Score -1109212 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1109733.125000 Penalty: 4466.802734
	Iteration 9F: 3 clusters Score -1109733 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1110185.000000 Penalty: 4466.802734
	Iteration 10Q: 3 clusters Score -1110185 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1110528.875000 Penalty: 4466.802734
	Iteration 11Q: 3 clusters Score -1110529 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1110780.000000 Penalty: 4466.802734
	Iteration 12Q: 3 clusters Score -1110780 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1110924.000000 Penalty: 4466.802734
	Iteration 13Q: 3 clusters Score -1110924 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1110978.500000 Penalty: 4466.802734
	Iteration 14Q: 3 clusters Score -1110978 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1110998.500000 Penalty: 4466.802734
	Iteration 15Q: 3 clusters Score -1110998 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1111016.625000 Penalty: 4466.802734
	Iteration 16Q: 3 clusters Score -1111017 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1111028.750000 Penalty: 4466.802734
	Iteration 17Q: 3 clusters Score -1111029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1111028.750000 Penalty: 4466.802734
	Iteration 18Q: 3 clusters Score -1111029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1111035.375000 Penalty: 4466.802734
	Iteration 19Q: 3 clusters Score -1111035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1111039.250000 Penalty: 4466.802734
	Iteration 20F: 3 clusters Score -1111039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1111039.250000 Penalty: 4466.802734
	Iteration 21Q: 3 clusters Score -1111039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1111039.250000 Penalty: 4466.802734
	Iteration 22F: 3 clusters Score -1111039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 144852 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54221 members 
Mstep: Class 5 contains 8254 members 
Mstep: Class 6 contains 49527 members 
Mstep: Class 7 contains 10737 members 
Mstep: Class 8 contains 34819 members 
Mstep: Class 9 contains 42144 members 
Mstep: Class 10 contains 14575 members 
Mstep: Class 11 contains 36321 members 
Mstep: Class 12 contains 45507 members 
Mstep: Class 13 contains 3111 members 
Mstep: Class 14 contains 81354 members 
Mstep: Class 15 contains 35074 members 
Mstep: Class 16 contains 66374 members 
Mstep: Class 17 contains 130893 members 
Mstep: Class 18 contains 30809 members 
Mstep: Class 19 contains 7123 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 197193 members 
Mstep: Class 22 contains 542 members 
Mstep: Class 23 contains 2730 members 
Mstep: Class 24 contains 17222 members 
Mstep: Class 25 contains 7192 members 
Mstep: Class 26 contains 6949 members 
Mstep: Class 27 contains 5473 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2639 members 
Mstep: Class 31 contains 2222 members 
Entering Unmasked Estep 
Score: -142942784.000000 Penalty: 106614.398438
Splitting cluster 1 changes total score from -142944112.000000 to -142942784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (144852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144852 members 
Entering Unmasked Estep 
Score: -20100350.000000 Penalty: 2947.100098
	Iteration 0F: 2 clusters Score -2.010035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72391 members 
Mstep: Class 2 contains 72461 members 
Entering Unmasked Estep 
Score: -20005958.000000 Penalty: 5894.200195
	Iteration 0F: 3 clusters Score -2.000596e+07 nChanged 68956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72345 members 
Mstep: Class 2 contains 72507 members 
Entering Unmasked Estep 
Score: -20045440.000000 Penalty: 5894.200195
	Iteration 1F: 3 clusters Score -2.004544e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71860 members 
Mstep: Class 2 contains 72992 members 
Entering Unmasked Estep 
Score: -20046344.000000 Penalty: 5894.200195
	Iteration 2Q: 3 clusters Score -2.004634e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71173 members 
Mstep: Class 2 contains 73679 members 
Entering Unmasked Estep 
Score: -20047182.000000 Penalty: 5894.200195
	Iteration 3Q: 3 clusters Score -2.004718e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70148 members 
Mstep: Class 2 contains 74704 members 
Entering Unmasked Estep 
Score: -20047912.000000 Penalty: 5894.200195
	Iteration 4Q: 3 clusters Score -2.004791e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68570 members 
Mstep: Class 2 contains 76282 members 
Entering Unmasked Estep 
Score: -20049028.000000 Penalty: 5894.200195
	Iteration 5Q: 3 clusters Score -2.004903e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66354 members 
Mstep: Class 2 contains 78498 members 
Entering Unmasked Estep 
Score: -20050448.000000 Penalty: 5894.200195
	Iteration 6Q: 3 clusters Score -2.005045e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63135 members 
Mstep: Class 2 contains 81717 members 
Entering Unmasked Estep 
Score: -20052474.000000 Penalty: 5894.200195
	Iteration 7Q: 3 clusters Score -2.005247e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58723 members 
Mstep: Class 2 contains 86129 members 
Entering Unmasked Estep 
Score: -20055202.000000 Penalty: 5894.200195
	Iteration 8Q: 3 clusters Score -2.00552e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 91872 members 
Entering Unmasked Estep 
Score: -20059162.000000 Penalty: 5894.200195
	Iteration 9F: 3 clusters Score -2.005916e+07 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 98824 members 
Entering Unmasked Estep 
Score: -20064562.000000 Penalty: 5894.200195
	Iteration 10F: 3 clusters Score -2.006456e+07 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 106311 members 
Entering Unmasked Estep 
Score: -20071592.000000 Penalty: 5894.200195
	Iteration 11F: 3 clusters Score -2.007159e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 112781 members 
Entering Unmasked Estep 
Score: -20077962.000000 Penalty: 5894.200195
	Iteration 12F: 3 clusters Score -2.007796e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 117821 members 
Entering Unmasked Estep 
Score: -20082844.000000 Penalty: 5894.200195
	Iteration 13Q: 3 clusters Score -2.008284e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 121486 members 
Entering Unmasked Estep 
Score: -20085284.000000 Penalty: 5894.200195
	Iteration 14Q: 3 clusters Score -2.008528e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 124505 members 
Entering Unmasked Estep 
Score: -20087020.000000 Penalty: 5894.200195
	Iteration 15Q: 3 clusters Score -2.008702e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 127144 members 
Entering Unmasked Estep 
Score: -20088482.000000 Penalty: 5894.200195
	Iteration 16Q: 3 clusters Score -2.008848e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 129542 members 
Entering Unmasked Estep 
Score: -20089700.000000 Penalty: 5894.200195
	Iteration 17Q: 3 clusters Score -2.00897e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 131739 members 
Entering Unmasked Estep 
Score: -20090894.000000 Penalty: 5894.200195
	Iteration 18Q: 3 clusters Score -2.009089e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 133710 members 
Entering Unmasked Estep 
Score: -20091878.000000 Penalty: 5894.200195
	Iteration 19Q: 3 clusters Score -2.009188e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 135519 members 
Entering Unmasked Estep 
Score: -20092932.000000 Penalty: 5894.200195
	Iteration 20F: 3 clusters Score -2.009293e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 137116 members 
Entering Unmasked Estep 
Score: -20093744.000000 Penalty: 5894.200195
	Iteration 21Q: 3 clusters Score -2.009374e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 138422 members 
Entering Unmasked Estep 
Score: -20094522.000000 Penalty: 5894.200195
	Iteration 22Q: 3 clusters Score -2.009452e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 139529 members 
Entering Unmasked Estep 
Score: -20095084.000000 Penalty: 5894.200195
	Iteration 23Q: 3 clusters Score -2.009508e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 140463 members 
Entering Unmasked Estep 
Score: -20095554.000000 Penalty: 5894.200195
	Iteration 24Q: 3 clusters Score -2.009555e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 141234 members 
Entering Unmasked Estep 
Score: -20096028.000000 Penalty: 5894.200195
	Iteration 25Q: 3 clusters Score -2.009603e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 141838 members 
Entering Unmasked Estep 
Score: -20096342.000000 Penalty: 5894.200195
	Iteration 26Q: 3 clusters Score -2.009634e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 142274 members 
Entering Unmasked Estep 
Score: -20096520.000000 Penalty: 5894.200195
	Iteration 27Q: 3 clusters Score -2.009652e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 142637 members 
Entering Unmasked Estep 
Score: -20096772.000000 Penalty: 5894.200195
	Iteration 28Q: 3 clusters Score -2.009677e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 142947 members 
Entering Unmasked Estep 
Score: -20096972.000000 Penalty: 5894.200195
	Iteration 29Q: 3 clusters Score -2.009697e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 143157 members 
Entering Unmasked Estep 
Score: -20097148.000000 Penalty: 5894.200195
	Iteration 30Q: 3 clusters Score -2.009715e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 143327 members 
Entering Unmasked Estep 
Score: -20097280.000000 Penalty: 5894.200195
	Iteration 31Q: 3 clusters Score -2.009728e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 143452 members 
Entering Unmasked Estep 
Score: -20097370.000000 Penalty: 5894.200195
	Iteration 32Q: 3 clusters Score -2.009737e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 143561 members 
Entering Unmasked Estep 
Score: -20097454.000000 Penalty: 5894.200195
	Iteration 33Q: 3 clusters Score -2.009745e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 143641 members 
Entering Unmasked Estep 
Score: -20097506.000000 Penalty: 5894.200195
	Iteration 34Q: 3 clusters Score -2.009751e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 143705 members 
Entering Unmasked Estep 
Score: -20097574.000000 Penalty: 5894.200195
	Iteration 35Q: 3 clusters Score -2.009757e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 143762 members 
Entering Unmasked Estep 
Score: -20097628.000000 Penalty: 5894.200195
	Iteration 36Q: 3 clusters Score -2.009763e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 143806 members 
Entering Unmasked Estep 
Score: -20097682.000000 Penalty: 5894.200195
	Iteration 37Q: 3 clusters Score -2.009768e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 143840 members 
Entering Unmasked Estep 
Score: -20097680.000000 Penalty: 5894.200195
	Iteration 38Q: 3 clusters Score -2.009768e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 143867 members 
Entering Unmasked Estep 
Score: -20097714.000000 Penalty: 5894.200195
	Iteration 39Q: 3 clusters Score -2.009771e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 143892 members 
Entering Unmasked Estep 
Score: -20097746.000000 Penalty: 5894.200195
	Iteration 40F: 3 clusters Score -2.009775e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 143907 members 
Entering Unmasked Estep 
Score: -20097772.000000 Penalty: 5894.200195
	Iteration 41Q: 3 clusters Score -2.009777e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 143919 members 
Entering Unmasked Estep 
Score: -20097790.000000 Penalty: 5894.200195
	Iteration 42Q: 3 clusters Score -2.009779e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 143928 members 
Entering Unmasked Estep 
Score: -20097780.000000 Penalty: 5894.200195
	Iteration 43Q: 3 clusters Score -2.009778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 143937 members 
Entering Unmasked Estep 
Score: -20097784.000000 Penalty: 5894.200195
	Iteration 44Q: 3 clusters Score -2.009778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 143947 members 
Entering Unmasked Estep 
Score: -20097782.000000 Penalty: 5894.200195
	Iteration 45Q: 3 clusters Score -2.009778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 143950 members 
Entering Unmasked Estep 
Score: -20097768.000000 Penalty: 5894.200195
	Iteration 46Q: 3 clusters Score -2.009777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 143950 members 
Entering Unmasked Estep 
Score: -20097764.000000 Penalty: 5894.200195
	Iteration 47Q: 3 clusters Score -2.009776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 143951 members 
Entering Unmasked Estep 
Score: -20097772.000000 Penalty: 5894.200195
	Iteration 48Q: 3 clusters Score -2.009777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 143951 members 
Entering Unmasked Estep 
Score: -20097774.000000 Penalty: 5894.200195
	Iteration 49Q: 3 clusters Score -2.009777e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 143950 members 
Entering Unmasked Estep 
Score: -20097784.000000 Penalty: 5894.200195
	Iteration 50Q: 3 clusters Score -2.009778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 143951 members 
Entering Unmasked Estep 
Score: -20097780.000000 Penalty: 5894.200195
	Iteration 51Q: 3 clusters Score -2.009778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 143955 members 
Entering Unmasked Estep 
Score: -20097776.000000 Penalty: 5894.200195
	Iteration 52Q: 3 clusters Score -2.009778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 143959 members 
Entering Unmasked Estep 
Score: -20097772.000000 Penalty: 5894.200195
	Iteration 53Q: 3 clusters Score -2.009777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 143962 members 
Entering Unmasked Estep 
Score: -20097780.000000 Penalty: 5894.200195
	Iteration 54Q: 3 clusters Score -2.009778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 143964 members 
Entering Unmasked Estep 
Score: -20097776.000000 Penalty: 5894.200195
	Iteration 55Q: 3 clusters Score -2.009778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 143966 members 
Entering Unmasked Estep 
Score: -20097786.000000 Penalty: 5894.200195
	Iteration 56Q: 3 clusters Score -2.009779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 143970 members 
Entering Unmasked Estep 
Score: -20097806.000000 Penalty: 5894.200195
	Iteration 57Q: 3 clusters Score -2.009781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 143973 members 
Entering Unmasked Estep 
Score: -20097816.000000 Penalty: 5894.200195
	Iteration 58Q: 3 clusters Score -2.009782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 143977 members 
Entering Unmasked Estep 
Score: -20097808.000000 Penalty: 5894.200195
	Iteration 59Q: 3 clusters Score -2.009781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 143980 members 
Entering Unmasked Estep 
Score: -20097810.000000 Penalty: 5894.200195
	Iteration 60F: 3 clusters Score -2.009781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 143980 members 
Entering Unmasked Estep 
Score: -20097806.000000 Penalty: 5894.200195
	Iteration 61Q: 3 clusters Score -2.009781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 143980 members 
Entering Unmasked Estep 
Score: -20097816.000000 Penalty: 5894.200195
	Iteration 62Q: 3 clusters Score -2.009782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 143981 members 
Entering Unmasked Estep 
Score: -20097806.000000 Penalty: 5894.200195
	Iteration 63Q: 3 clusters Score -2.009781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 143984 members 
Entering Unmasked Estep 
Score: -20097814.000000 Penalty: 5894.200195
	Iteration 64Q: 3 clusters Score -2.009781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 143987 members 
Entering Unmasked Estep 
Score: -20097812.000000 Penalty: 5894.200195
	Iteration 65Q: 3 clusters Score -2.009781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 143990 members 
Entering Unmasked Estep 
Score: -20097836.000000 Penalty: 5894.200195
	Iteration 66Q: 3 clusters Score -2.009784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 143989 members 
Entering Unmasked Estep 
Score: -20097826.000000 Penalty: 5894.200195
	Iteration 67Q: 3 clusters Score -2.009783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 143990 members 
Entering Unmasked Estep 
Score: -20097832.000000 Penalty: 5894.200195
	Iteration 68Q: 3 clusters Score -2.009783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 143990 members 
Entering Unmasked Estep 
Score: -20097832.000000 Penalty: 5894.200195
	Iteration 69F: 3 clusters Score -2.009783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -123549.171875 Penalty: 1703.257568
	Iteration 0F: 2 clusters Score -123549.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -121671.398438 Penalty: 3406.515137
	Iteration 0F: 3 clusters Score -121671.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -122163.445312 Penalty: 3406.515137
	Iteration 1F: 3 clusters Score -122163.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -122598.640625 Penalty: 3406.515137
	Iteration 2F: 3 clusters Score -122598.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -123093.046875 Penalty: 3406.515137
	Iteration 3F: 3 clusters Score -123093 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -123258.976562 Penalty: 3406.515137
	Iteration 4Q: 3 clusters Score -123259 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -123342.695312 Penalty: 3406.515137
	Iteration 5Q: 3 clusters Score -123342.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -123405.804688 Penalty: 3406.515137
	Iteration 6Q: 3 clusters Score -123405.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -123472.929688 Penalty: 3406.515137
	Iteration 7Q: 3 clusters Score -123472.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -123557.468750 Penalty: 3406.515137
	Iteration 8Q: 3 clusters Score -123557.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -123650.367188 Penalty: 3406.515137
	Iteration 9Q: 3 clusters Score -123650.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -123779.312500 Penalty: 3406.515137
	Iteration 10Q: 3 clusters Score -123779.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -123794.898438 Penalty: 3406.515137
	Iteration 11Q: 3 clusters Score -123794.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -123806.179688 Penalty: 3406.515137
	Iteration 12Q: 3 clusters Score -123806.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -123812.085938 Penalty: 3406.515137
	Iteration 13Q: 3 clusters Score -123812.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -123812.085938 Penalty: 3406.515137
	Iteration 14F: 3 clusters Score -123812.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 144852 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 54221 members 
Mstep: Class 5 contains 8254 members 
Mstep: Class 6 contains 49527 members 
Mstep: Class 7 contains 10737 members 
Mstep: Class 8 contains 34819 members 
Mstep: Class 9 contains 42144 members 
Mstep: Class 10 contains 14575 members 
Mstep: Class 11 contains 36321 members 
Mstep: Class 12 contains 45507 members 
Mstep: Class 13 contains 3111 members 
Mstep: Class 14 contains 81354 members 
Mstep: Class 15 contains 35074 members 
Mstep: Class 16 contains 66374 members 
Mstep: Class 17 contains 130893 members 
Mstep: Class 18 contains 30809 members 
Mstep: Class 19 contains 7123 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 197193 members 
Mstep: Class 22 contains 542 members 
Mstep: Class 23 contains 2730 members 
Mstep: Class 24 contains 17222 members 
Mstep: Class 25 contains 7192 members 
Mstep: Class 26 contains 6949 members 
Mstep: Class 27 contains 5473 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2639 members 
Mstep: Class 31 contains 288 members 
Entering Unmasked Estep 
Score: -142942208.000000 Penalty: 106614.398438
Splitting cluster 3 changes total score from -142944112.000000 to -142942208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (54221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54221 members 
Entering Unmasked Estep 
Score: -7625098.000000 Penalty: 2703.404297
	Iteration 0F: 2 clusters Score -7625098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -7588745.500000 Penalty: 5406.808594
	Iteration 0F: 3 clusters Score -7588746 nChanged 24944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -7602480.000000 Penalty: 5406.808594
	Iteration 1F: 3 clusters Score -7602480 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -7603387.000000 Penalty: 5406.808594
	Iteration 2Q: 3 clusters Score -7603387 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -7604453.500000 Penalty: 5406.808594
	Iteration 3Q: 3 clusters Score -7604454 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -7606155.500000 Penalty: 5406.808594
	Iteration 4F: 3 clusters Score -7606156 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -7608752.000000 Penalty: 5406.808594
	Iteration 5F: 3 clusters Score -7608752 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -7612308.500000 Penalty: 5406.808594
	Iteration 6F: 3 clusters Score -7612308 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -7616084.000000 Penalty: 5406.808594
	Iteration 7F: 3 clusters Score -7616084 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -7619237.000000 Penalty: 5406.808594
	Iteration 8F: 3 clusters Score -7619237 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -7620903.500000 Penalty: 5406.808594
	Iteration 9Q: 3 clusters Score -7620904 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -7621648.000000 Penalty: 5406.808594
	Iteration 10Q: 3 clusters Score -7621648 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 49079 members 
Entering Unmasked Estep 
Score: -7622132.000000 Penalty: 5406.808594
	Iteration 11Q: 3 clusters Score -7622132 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -7622414.500000 Penalty: 5406.808594
	Iteration 12Q: 3 clusters Score -7622414 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -7622576.000000 Penalty: 5406.808594
	Iteration 13Q: 3 clusters Score -7622576 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -7622746.500000 Penalty: 5406.808594
	Iteration 14Q: 3 clusters Score -7622746 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -7622895.000000 Penalty: 5406.808594
	Iteration 15Q: 3 clusters Score -7622895 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 51035 members 
Entering Unmasked Estep 
Score: -7623003.000000 Penalty: 5406.808594
	Iteration 16Q: 3 clusters Score -7623003 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -7623081.500000 Penalty: 5406.808594
	Iteration 17Q: 3 clusters Score -7623082 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -7623162.000000 Penalty: 5406.808594
	Iteration 18Q: 3 clusters Score -7623162 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 51646 members 
Entering Unmasked Estep 
Score: -7623213.500000 Penalty: 5406.808594
	Iteration 19Q: 3 clusters Score -7623214 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -7623217.500000 Penalty: 5406.808594
	Iteration 20F: 3 clusters Score -7623218 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -7623274.500000 Penalty: 5406.808594
	Iteration 21Q: 3 clusters Score -7623274 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -7623354.500000 Penalty: 5406.808594
	Iteration 22Q: 3 clusters Score -7623354 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 52174 members 
Entering Unmasked Estep 
Score: -7623411.500000 Penalty: 5406.808594
	Iteration 23Q: 3 clusters Score -7623412 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 52278 members 
Entering Unmasked Estep 
Score: -7623450.000000 Penalty: 5406.808594
	Iteration 24Q: 3 clusters Score -7623450 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -7623470.500000 Penalty: 5406.808594
	Iteration 25Q: 3 clusters Score -7623470 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 52444 members 
Entering Unmasked Estep 
Score: -7623487.000000 Penalty: 5406.808594
	Iteration 26Q: 3 clusters Score -7623487 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 52516 members 
Entering Unmasked Estep 
Score: -7623494.000000 Penalty: 5406.808594
	Iteration 27Q: 3 clusters Score -7623494 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 52587 members 
Entering Unmasked Estep 
Score: -7623516.500000 Penalty: 5406.808594
	Iteration 28Q: 3 clusters Score -7623516 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 52653 members 
Entering Unmasked Estep 
Score: -7623528.500000 Penalty: 5406.808594
	Iteration 29Q: 3 clusters Score -7623528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -7623571.500000 Penalty: 5406.808594
	Iteration 30Q: 3 clusters Score -7623572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 52749 members 
Entering Unmasked Estep 
Score: -7623592.000000 Penalty: 5406.808594
	Iteration 31Q: 3 clusters Score -7623592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -7623604.000000 Penalty: 5406.808594
	Iteration 32Q: 3 clusters Score -7623604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 52801 members 
Entering Unmasked Estep 
Score: -7623614.000000 Penalty: 5406.808594
	Iteration 33Q: 3 clusters Score -7623614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 52823 members 
Entering Unmasked Estep 
Score: -7623611.000000 Penalty: 5406.808594
	Iteration 34Q: 3 clusters Score -7623611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -7623623.500000 Penalty: 5406.808594
	Iteration 35Q: 3 clusters Score -7623624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 52851 members 
Entering Unmasked Estep 
Score: -7623623.500000 Penalty: 5406.808594
	Iteration 36Q: 3 clusters Score -7623624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -7623626.500000 Penalty: 5406.808594
	Iteration 37Q: 3 clusters Score -7623626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -7623630.500000 Penalty: 5406.808594
	Iteration 38Q: 3 clusters Score -7623630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -7623622.000000 Penalty: 5406.808594
	Iteration 39Q: 3 clusters Score -7623622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -7623624.500000 Penalty: 5406.808594
	Iteration 40F: 3 clusters Score -7623624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -7623624.500000 Penalty: 5406.808594
	Iteration 41Q: 3 clusters Score -7623624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -7623632.500000 Penalty: 5406.808594
	Iteration 42Q: 3 clusters Score -7623632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -7623626.000000 Penalty: 5406.808594
	Iteration 43Q: 3 clusters Score -7623626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 52919 members 
Entering Unmasked Estep 
Score: -7623629.000000 Penalty: 5406.808594
	Iteration 44Q: 3 clusters Score -7623629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 52923 members 
Entering Unmasked Estep 
Score: -7623633.500000 Penalty: 5406.808594
	Iteration 45Q: 3 clusters Score -7623634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 52929 members 
Entering Unmasked Estep 
Score: -7623635.500000 Penalty: 5406.808594
	Iteration 46Q: 3 clusters Score -7623636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 52929 members 
Entering Unmasked Estep 
Score: -7623635.500000 Penalty: 5406.808594
	Iteration 47F: 3 clusters Score -7623636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Entering Unmasked Estep 
Score: -1036254.687500 Penalty: 2236.576416
	Iteration 0F: 2 clusters Score -1036255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1029661.812500 Penalty: 4473.152832
	Iteration 0F: 3 clusters Score -1029662 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1031989.000000 Penalty: 4473.152832
	Iteration 1F: 3 clusters Score -1031989 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1032738.562500 Penalty: 4473.152832
	Iteration 2F: 3 clusters Score -1032739 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1033406.750000 Penalty: 4473.152832
	Iteration 3F: 3 clusters Score -1033407 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1033928.562500 Penalty: 4473.152832
	Iteration 4F: 3 clusters Score -1033929 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1034266.812500 Penalty: 4473.152832
	Iteration 5F: 3 clusters Score -1034267 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1034500.062500 Penalty: 4473.152832
	Iteration 6Q: 3 clusters Score -1034500 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1034643.062500 Penalty: 4473.152832
	Iteration 7Q: 3 clusters Score -1034643 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1034718.062500 Penalty: 4473.152832
	Iteration 8Q: 3 clusters Score -1034718 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1034767.687500 Penalty: 4473.152832
	Iteration 9Q: 3 clusters Score -1034768 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1034797.750000 Penalty: 4473.152832
	Iteration 10Q: 3 clusters Score -1034798 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1034834.875000 Penalty: 4473.152832
	Iteration 11Q: 3 clusters Score -1034835 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1034874.812500 Penalty: 4473.152832
	Iteration 12Q: 3 clusters Score -1034875 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1034909.625000 Penalty: 4473.152832
	Iteration 13Q: 3 clusters Score -1034910 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1034948.187500 Penalty: 4473.152832
	Iteration 14Q: 3 clusters Score -1034948 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1034995.312500 Penalty: 4473.152832
	Iteration 15Q: 3 clusters Score -1034995 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1035039.750000 Penalty: 4473.152832
	Iteration 16Q: 3 clusters Score -1035040 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1035081.937500 Penalty: 4473.152832
	Iteration 17Q: 3 clusters Score -1035082 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1035124.062500 Penalty: 4473.152832
	Iteration 18Q: 3 clusters Score -1035124 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1035162.000000 Penalty: 4473.152832
	Iteration 19Q: 3 clusters Score -1035162 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1035204.375000 Penalty: 4473.152832
	Iteration 20F: 3 clusters Score -1035204 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1035250.312500 Penalty: 4473.152832
	Iteration 21Q: 3 clusters Score -1035250 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1035289.000000 Penalty: 4473.152832
	Iteration 22Q: 3 clusters Score -1035289 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1035320.625000 Penalty: 4473.152832
	Iteration 23Q: 3 clusters Score -1035321 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1035353.750000 Penalty: 4473.152832
	Iteration 24Q: 3 clusters Score -1035354 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1035379.625000 Penalty: 4473.152832
	Iteration 25Q: 3 clusters Score -1035380 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1035405.437500 Penalty: 4473.152832
	Iteration 26Q: 3 clusters Score -1035405 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1035425.000000 Penalty: 4473.152832
	Iteration 27Q: 3 clusters Score -1035425 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1035436.187500 Penalty: 4473.152832
	Iteration 28Q: 3 clusters Score -1035436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1035441.250000 Penalty: 4473.152832
	Iteration 29Q: 3 clusters Score -1035441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1035444.250000 Penalty: 4473.152832
	Iteration 30Q: 3 clusters Score -1035444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1035446.312500 Penalty: 4473.152832
	Iteration 31Q: 3 clusters Score -1035446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1035448.312500 Penalty: 4473.152832
	Iteration 32Q: 3 clusters Score -1035448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1035453.062500 Penalty: 4473.152832
	Iteration 33Q: 3 clusters Score -1035453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1035453.625000 Penalty: 4473.152832
	Iteration 34Q: 3 clusters Score -1035454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1035456.562500 Penalty: 4473.152832
	Iteration 35Q: 3 clusters Score -1035457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1035455.375000 Penalty: 4473.152832
	Iteration 36Q: 3 clusters Score -1035455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1035457.312500 Penalty: 4473.152832
	Iteration 37Q: 3 clusters Score -1035457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1035457.312500 Penalty: 4473.152832
	Iteration 38Q: 3 clusters Score -1035457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1035458.687500 Penalty: 4473.152832
	Iteration 39Q: 3 clusters Score -1035459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1035458.687500 Penalty: 4473.152832
	Iteration 40F: 3 clusters Score -1035459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Entering Unmasked Estep 
Score: -6898259.500000 Penalty: 2680.947754
	Iteration 0F: 2 clusters Score -6898260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -6864641.000000 Penalty: 5361.895508
	Iteration 0F: 3 clusters Score -6864641 nChanged 22998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -6877589.500000 Penalty: 5361.895508
	Iteration 1F: 3 clusters Score -6877590 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -6878079.000000 Penalty: 5361.895508
	Iteration 2Q: 3 clusters Score -6878079 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -6878645.000000 Penalty: 5361.895508
	Iteration 3Q: 3 clusters Score -6878645 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -6879423.500000 Penalty: 5361.895508
	Iteration 4Q: 3 clusters Score -6879424 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -6880732.500000 Penalty: 5361.895508
	Iteration 5Q: 3 clusters Score -6880732 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -6882866.000000 Penalty: 5361.895508
	Iteration 6F: 3 clusters Score -6882866 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -6886008.000000 Penalty: 5361.895508
	Iteration 7F: 3 clusters Score -6886008 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -6889764.000000 Penalty: 5361.895508
	Iteration 8F: 3 clusters Score -6889764 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -6892866.500000 Penalty: 5361.895508
	Iteration 9F: 3 clusters Score -6892866 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -6894634.500000 Penalty: 5361.895508
	Iteration 10Q: 3 clusters Score -6894634 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48921 members 
Entering Unmasked Estep 
Score: -6895361.500000 Penalty: 5361.895508
	Iteration 11Q: 3 clusters Score -6895362 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -6895658.000000 Penalty: 5361.895508
	Iteration 12Q: 3 clusters Score -6895658 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -6895768.000000 Penalty: 5361.895508
	Iteration 13Q: 3 clusters Score -6895768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -6895822.000000 Penalty: 5361.895508
	Iteration 14Q: 3 clusters Score -6895822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -6895842.000000 Penalty: 5361.895508
	Iteration 15Q: 3 clusters Score -6895842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 49289 members 
Entering Unmasked Estep 
Score: -6895865.000000 Penalty: 5361.895508
	Iteration 16Q: 3 clusters Score -6895865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -6895880.500000 Penalty: 5361.895508
	Iteration 17Q: 3 clusters Score -6895880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 49298 members 
Entering Unmasked Estep 
Score: -6895882.000000 Penalty: 5361.895508
	Iteration 18Q: 3 clusters Score -6895882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -6895889.000000 Penalty: 5361.895508
	Iteration 19Q: 3 clusters Score -6895889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -6895895.000000 Penalty: 5361.895508
	Iteration 20F: 3 clusters Score -6895895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -6895908.500000 Penalty: 5361.895508
	Iteration 21Q: 3 clusters Score -6895908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -6895912.000000 Penalty: 5361.895508
	Iteration 22Q: 3 clusters Score -6895912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -6895910.000000 Penalty: 5361.895508
	Iteration 23Q: 3 clusters Score -6895910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -6895910.500000 Penalty: 5361.895508
	Iteration 24Q: 3 clusters Score -6895910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -6895910.500000 Penalty: 5361.895508
	Iteration 25Q: 3 clusters Score -6895910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -6895910.500000 Penalty: 5361.895508
	Iteration 26F: 3 clusters Score -6895910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Entering Unmasked Estep 
Score: -1456728.750000 Penalty: 2301.799805
	Iteration 0F: 2 clusters Score -1456729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1448654.125000 Penalty: 4603.599609
	Iteration 0F: 3 clusters Score -1448654 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1451095.000000 Penalty: 4603.599609
	Iteration 1F: 3 clusters Score -1451095 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1451551.125000 Penalty: 4603.599609
	Iteration 2F: 3 clusters Score -1451551 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1452029.250000 Penalty: 4603.599609
	Iteration 3F: 3 clusters Score -1452029 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1452597.875000 Penalty: 4603.599609
	Iteration 4F: 3 clusters Score -1452598 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1453217.875000 Penalty: 4603.599609
	Iteration 5F: 3 clusters Score -1453218 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1453826.375000 Penalty: 4603.599609
	Iteration 6F: 3 clusters Score -1453826 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1454411.625000 Penalty: 4603.599609
	Iteration 7F: 3 clusters Score -1454412 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1454920.000000 Penalty: 4603.599609
	Iteration 8F: 3 clusters Score -1454920 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1455322.250000 Penalty: 4603.599609
	Iteration 9Q: 3 clusters Score -1455322 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1455680.125000 Penalty: 4603.599609
	Iteration 10Q: 3 clusters Score -1455680 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1455966.500000 Penalty: 4603.599609
	Iteration 11Q: 3 clusters Score -1455966 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1456135.750000 Penalty: 4603.599609
	Iteration 12Q: 3 clusters Score -1456136 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1456243.375000 Penalty: 4603.599609
	Iteration 13Q: 3 clusters Score -1456243 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1456307.500000 Penalty: 4603.599609
	Iteration 14Q: 3 clusters Score -1456308 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1456349.625000 Penalty: 4603.599609
	Iteration 15Q: 3 clusters Score -1456350 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1456372.750000 Penalty: 4603.599609
	Iteration 16Q: 3 clusters Score -1456373 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1456379.875000 Penalty: 4603.599609
	Iteration 17Q: 3 clusters Score -1456380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1456389.250000 Penalty: 4603.599609
	Iteration 18Q: 3 clusters Score -1456389 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1456398.500000 Penalty: 4603.599609
	Iteration 19Q: 3 clusters Score -1456398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1456400.875000 Penalty: 4603.599609
	Iteration 20F: 3 clusters Score -1456401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1456401.000000 Penalty: 4603.599609
	Iteration 21Q: 3 clusters Score -1456401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1456410.000000 Penalty: 4603.599609
	Iteration 22Q: 3 clusters Score -1456410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1456411.250000 Penalty: 4603.599609
	Iteration 23Q: 3 clusters Score -1456411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1456410.250000 Penalty: 4603.599609
	Iteration 24Q: 3 clusters Score -1456410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1456409.500000 Penalty: 4603.599609
	Iteration 25Q: 3 clusters Score -1456410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1456411.250000 Penalty: 4603.599609
	Iteration 26Q: 3 clusters Score -1456411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1456410.375000 Penalty: 4603.599609
	Iteration 27Q: 3 clusters Score -1456410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1456412.625000 Penalty: 4603.599609
	Iteration 28Q: 3 clusters Score -1456413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1456410.250000 Penalty: 4603.599609
	Iteration 29Q: 3 clusters Score -1456410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1456411.125000 Penalty: 4603.599609
	Iteration 30Q: 3 clusters Score -1456411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1456411.875000 Penalty: 4603.599609
	Iteration 31Q: 3 clusters Score -1456412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1456412.625000 Penalty: 4603.599609
	Iteration 32Q: 3 clusters Score -1456413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1456412.625000 Penalty: 4603.599609
	Iteration 33F: 3 clusters Score -1456413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Entering Unmasked Estep 
Score: -4738047.000000 Penalty: 2593.563721
	Iteration 0F: 2 clusters Score -4738047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -4714231.500000 Penalty: 5187.127441
	Iteration 0F: 3 clusters Score -4714232 nChanged 15803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -4722869.000000 Penalty: 5187.127441
	Iteration 1F: 3 clusters Score -4722869 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -4723546.000000 Penalty: 5187.127441
	Iteration 2F: 3 clusters Score -4723546 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -4724337.500000 Penalty: 5187.127441
	Iteration 3F: 3 clusters Score -4724338 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -4725377.000000 Penalty: 5187.127441
	Iteration 4F: 3 clusters Score -4725377 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -4726773.000000 Penalty: 5187.127441
	Iteration 5F: 3 clusters Score -4726773 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -4728474.500000 Penalty: 5187.127441
	Iteration 6F: 3 clusters Score -4728474 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -4730407.000000 Penalty: 5187.127441
	Iteration 7F: 3 clusters Score -4730407 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -4732134.000000 Penalty: 5187.127441
	Iteration 8F: 3 clusters Score -4732134 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -4733491.500000 Penalty: 5187.127441
	Iteration 9Q: 3 clusters Score -4733492 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -4734311.000000 Penalty: 5187.127441
	Iteration 10Q: 3 clusters Score -4734311 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -4734820.500000 Penalty: 5187.127441
	Iteration 11Q: 3 clusters Score -4734820 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -4735122.000000 Penalty: 5187.127441
	Iteration 12Q: 3 clusters Score -4735122 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -4735326.500000 Penalty: 5187.127441
	Iteration 13Q: 3 clusters Score -4735326 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -4735458.000000 Penalty: 5187.127441
	Iteration 14Q: 3 clusters Score -4735458 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -4735566.000000 Penalty: 5187.127441
	Iteration 15Q: 3 clusters Score -4735566 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -4735635.500000 Penalty: 5187.127441
	Iteration 16Q: 3 clusters Score -4735636 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -4735689.500000 Penalty: 5187.127441
	Iteration 17Q: 3 clusters Score -4735690 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -4735692.500000 Penalty: 5187.127441
	Iteration 18Q: 3 clusters Score -4735692 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -4735718.500000 Penalty: 5187.127441
	Iteration 19Q: 3 clusters Score -4735718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -4735747.500000 Penalty: 5187.127441
	Iteration 20F: 3 clusters Score -4735748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -4735767.000000 Penalty: 5187.127441
	Iteration 21Q: 3 clusters Score -4735767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -4735796.000000 Penalty: 5187.127441
	Iteration 22Q: 3 clusters Score -4735796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -4735824.000000 Penalty: 5187.127441
	Iteration 23Q: 3 clusters Score -4735824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -4735837.000000 Penalty: 5187.127441
	Iteration 24Q: 3 clusters Score -4735837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -4735845.000000 Penalty: 5187.127441
	Iteration 25Q: 3 clusters Score -4735845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -4735854.500000 Penalty: 5187.127441
	Iteration 26Q: 3 clusters Score -4735854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -4735859.000000 Penalty: 5187.127441
	Iteration 27Q: 3 clusters Score -4735859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -4735864.500000 Penalty: 5187.127441
	Iteration 28Q: 3 clusters Score -4735864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -4735862.500000 Penalty: 5187.127441
	Iteration 29Q: 3 clusters Score -4735862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -4735862.000000 Penalty: 5187.127441
	Iteration 30Q: 3 clusters Score -4735862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -4735859.000000 Penalty: 5187.127441
	Iteration 31Q: 3 clusters Score -4735859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -4735864.500000 Penalty: 5187.127441
	Iteration 32Q: 3 clusters Score -4735864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -4735861.500000 Penalty: 5187.127441
	Iteration 33Q: 3 clusters Score -4735862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -4735861.500000 Penalty: 5187.127441
	Iteration 34F: 3 clusters Score -4735862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Entering Unmasked Estep 
Score: -5702781.500000 Penalty: 2640.914307
	Iteration 0F: 2 clusters Score -5702782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -5674201.500000 Penalty: 5281.828613
	Iteration 0F: 3 clusters Score -5674202 nChanged 19385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -5684956.000000 Penalty: 5281.828613
	Iteration 1F: 3 clusters Score -5684956 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -5685492.000000 Penalty: 5281.828613
	Iteration 2Q: 3 clusters Score -5685492 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -5686037.500000 Penalty: 5281.828613
	Iteration 3Q: 3 clusters Score -5686038 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -5686651.500000 Penalty: 5281.828613
	Iteration 4Q: 3 clusters Score -5686652 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -5687363.000000 Penalty: 5281.828613
	Iteration 5Q: 3 clusters Score -5687363 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -5688096.000000 Penalty: 5281.828613
	Iteration 6Q: 3 clusters Score -5688096 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -5689071.000000 Penalty: 5281.828613
	Iteration 7Q: 3 clusters Score -5689071 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -5690087.500000 Penalty: 5281.828613
	Iteration 8Q: 3 clusters Score -5690088 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -5691258.500000 Penalty: 5281.828613
	Iteration 9Q: 3 clusters Score -5691258 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -5692681.500000 Penalty: 5281.828613
	Iteration 10F: 3 clusters Score -5692682 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -5694196.500000 Penalty: 5281.828613
	Iteration 11F: 3 clusters Score -5694196 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -5695621.000000 Penalty: 5281.828613
	Iteration 12Q: 3 clusters Score -5695621 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -5696828.500000 Penalty: 5281.828613
	Iteration 13Q: 3 clusters Score -5696828 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -5697733.500000 Penalty: 5281.828613
	Iteration 14Q: 3 clusters Score -5697734 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -5698428.500000 Penalty: 5281.828613
	Iteration 15Q: 3 clusters Score -5698428 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -5698911.000000 Penalty: 5281.828613
	Iteration 16Q: 3 clusters Score -5698911 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -5699245.000000 Penalty: 5281.828613
	Iteration 17Q: 3 clusters Score -5699245 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -5699462.000000 Penalty: 5281.828613
	Iteration 18Q: 3 clusters Score -5699462 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -5699612.000000 Penalty: 5281.828613
	Iteration 19Q: 3 clusters Score -5699612 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -5699732.000000 Penalty: 5281.828613
	Iteration 20F: 3 clusters Score -5699732 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -5699846.500000 Penalty: 5281.828613
	Iteration 21Q: 3 clusters Score -5699846 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -5699955.000000 Penalty: 5281.828613
	Iteration 22Q: 3 clusters Score -5699955 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -5700042.500000 Penalty: 5281.828613
	Iteration 23Q: 3 clusters Score -5700042 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -5700109.500000 Penalty: 5281.828613
	Iteration 24Q: 3 clusters Score -5700110 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -5700162.000000 Penalty: 5281.828613
	Iteration 25Q: 3 clusters Score -5700162 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -5700216.000000 Penalty: 5281.828613
	Iteration 26Q: 3 clusters Score -5700216 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -5700250.000000 Penalty: 5281.828613
	Iteration 27Q: 3 clusters Score -5700250 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -5700284.000000 Penalty: 5281.828613
	Iteration 28Q: 3 clusters Score -5700284 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -5700320.000000 Penalty: 5281.828613
	Iteration 29Q: 3 clusters Score -5700320 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -5700352.500000 Penalty: 5281.828613
	Iteration 30Q: 3 clusters Score -5700352 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -5700361.000000 Penalty: 5281.828613
	Iteration 31Q: 3 clusters Score -5700361 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -5700377.500000 Penalty: 5281.828613
	Iteration 32Q: 3 clusters Score -5700378 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -5700388.000000 Penalty: 5281.828613
	Iteration 33Q: 3 clusters Score -5700388 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -5700414.000000 Penalty: 5281.828613
	Iteration 34Q: 3 clusters Score -5700414 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -5700411.500000 Penalty: 5281.828613
	Iteration 35Q: 3 clusters Score -5700412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -5700424.000000 Penalty: 5281.828613
	Iteration 36Q: 3 clusters Score -5700424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -5700427.500000 Penalty: 5281.828613
	Iteration 37Q: 3 clusters Score -5700428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -5700435.500000 Penalty: 5281.828613
	Iteration 38Q: 3 clusters Score -5700436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -5700439.000000 Penalty: 5281.828613
	Iteration 39Q: 3 clusters Score -5700439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -5700441.500000 Penalty: 5281.828613
	Iteration 40F: 3 clusters Score -5700442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -5700460.000000 Penalty: 5281.828613
	Iteration 41Q: 3 clusters Score -5700460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -5700459.000000 Penalty: 5281.828613
	Iteration 42Q: 3 clusters Score -5700459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -5700470.000000 Penalty: 5281.828613
	Iteration 43Q: 3 clusters Score -5700470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -5700483.000000 Penalty: 5281.828613
	Iteration 44Q: 3 clusters Score -5700483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -5700478.500000 Penalty: 5281.828613
	Iteration 45Q: 3 clusters Score -5700478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -5700476.500000 Penalty: 5281.828613
	Iteration 46Q: 3 clusters Score -5700476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -5700494.000000 Penalty: 5281.828613
	Iteration 47Q: 3 clusters Score -5700494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -5700495.500000 Penalty: 5281.828613
	Iteration 48Q: 3 clusters Score -5700496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -5700496.000000 Penalty: 5281.828613
	Iteration 49Q: 3 clusters Score -5700496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -5700500.500000 Penalty: 5281.828613
	Iteration 50Q: 3 clusters Score -5700500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -5700508.000000 Penalty: 5281.828613
	Iteration 51Q: 3 clusters Score -5700508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -5700522.500000 Penalty: 5281.828613
	Iteration 52Q: 3 clusters Score -5700522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -5700526.000000 Penalty: 5281.828613
	Iteration 53Q: 3 clusters Score -5700526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -5700532.500000 Penalty: 5281.828613
	Iteration 54Q: 3 clusters Score -5700532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -5700534.000000 Penalty: 5281.828613
	Iteration 55Q: 3 clusters Score -5700534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -5700538.000000 Penalty: 5281.828613
	Iteration 56Q: 3 clusters Score -5700538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -5700542.000000 Penalty: 5281.828613
	Iteration 57Q: 3 clusters Score -5700542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -5700537.500000 Penalty: 5281.828613
	Iteration 58Q: 3 clusters Score -5700538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -5700532.500000 Penalty: 5281.828613
	Iteration 59Q: 3 clusters Score -5700532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -5700538.000000 Penalty: 5281.828613
	Iteration 60F: 3 clusters Score -5700538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -5700548.000000 Penalty: 5281.828613
	Iteration 61Q: 3 clusters Score -5700548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -5700546.500000 Penalty: 5281.828613
	Iteration 62Q: 3 clusters Score -5700546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -5700543.500000 Penalty: 5281.828613
	Iteration 63Q: 3 clusters Score -5700544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -5700549.000000 Penalty: 5281.828613
	Iteration 64Q: 3 clusters Score -5700549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -5700551.000000 Penalty: 5281.828613
	Iteration 65Q: 3 clusters Score -5700551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -5700545.500000 Penalty: 5281.828613
	Iteration 66Q: 3 clusters Score -5700546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -5700558.500000 Penalty: 5281.828613
	Iteration 67Q: 3 clusters Score -5700558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -5700557.500000 Penalty: 5281.828613
	Iteration 68Q: 3 clusters Score -5700558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -5700554.500000 Penalty: 5281.828613
	Iteration 69Q: 3 clusters Score -5700554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -5700550.500000 Penalty: 5281.828613
	Iteration 70Q: 3 clusters Score -5700550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -5700552.500000 Penalty: 5281.828613
	Iteration 71Q: 3 clusters Score -5700552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -5700553.500000 Penalty: 5281.828613
	Iteration 72Q: 3 clusters Score -5700554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -5700556.500000 Penalty: 5281.828613
	Iteration 73Q: 3 clusters Score -5700556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -5700558.500000 Penalty: 5281.828613
	Iteration 74Q: 3 clusters Score -5700558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -5700564.000000 Penalty: 5281.828613
	Iteration 75Q: 3 clusters Score -5700564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -5700564.500000 Penalty: 5281.828613
	Iteration 76Q: 3 clusters Score -5700564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -5700567.500000 Penalty: 5281.828613
	Iteration 77Q: 3 clusters Score -5700568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -5700558.500000 Penalty: 5281.828613
	Iteration 78Q: 3 clusters Score -5700558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -5700570.000000 Penalty: 5281.828613
	Iteration 79Q: 3 clusters Score -5700570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -5700570.000000 Penalty: 5281.828613
	Iteration 80F: 3 clusters Score -5700570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Entering Unmasked Estep 
Score: -1913242.125000 Penalty: 2377.591553
	Iteration 0F: 2 clusters Score -1913242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1902648.250000 Penalty: 4755.183105
	Iteration 0F: 3 clusters Score -1902648 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1906027.250000 Penalty: 4755.183105
	Iteration 1F: 3 clusters Score -1906027 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1906436.500000 Penalty: 4755.183105
	Iteration 2F: 3 clusters Score -1906436 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1906772.125000 Penalty: 4755.183105
	Iteration 3F: 3 clusters Score -1906772 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1907083.250000 Penalty: 4755.183105
	Iteration 4Q: 3 clusters Score -1907083 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1907436.750000 Penalty: 4755.183105
	Iteration 5Q: 3 clusters Score -1907437 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1907802.125000 Penalty: 4755.183105
	Iteration 6Q: 3 clusters Score -1907802 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1908277.875000 Penalty: 4755.183105
	Iteration 7Q: 3 clusters Score -1908278 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1908813.375000 Penalty: 4755.183105
	Iteration 8F: 3 clusters Score -1908813 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1909316.750000 Penalty: 4755.183105
	Iteration 9F: 3 clusters Score -1909317 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1909762.750000 Penalty: 4755.183105
	Iteration 10Q: 3 clusters Score -1909763 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1910153.250000 Penalty: 4755.183105
	Iteration 11Q: 3 clusters Score -1910153 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1910462.375000 Penalty: 4755.183105
	Iteration 12Q: 3 clusters Score -1910462 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1910697.125000 Penalty: 4755.183105
	Iteration 13Q: 3 clusters Score -1910697 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1910882.750000 Penalty: 4755.183105
	Iteration 14Q: 3 clusters Score -1910883 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1911045.125000 Penalty: 4755.183105
	Iteration 15Q: 3 clusters Score -1911045 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1911146.375000 Penalty: 4755.183105
	Iteration 16Q: 3 clusters Score -1911146 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1911231.125000 Penalty: 4755.183105
	Iteration 17Q: 3 clusters Score -1911231 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1911314.875000 Penalty: 4755.183105
	Iteration 18Q: 3 clusters Score -1911315 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1911354.750000 Penalty: 4755.183105
	Iteration 19Q: 3 clusters Score -1911355 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1911394.125000 Penalty: 4755.183105
	Iteration 20F: 3 clusters Score -1911394 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1911438.500000 Penalty: 4755.183105
	Iteration 21Q: 3 clusters Score -1911438 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1911471.500000 Penalty: 4755.183105
	Iteration 22Q: 3 clusters Score -1911472 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1911509.875000 Penalty: 4755.183105
	Iteration 23Q: 3 clusters Score -1911510 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1911531.125000 Penalty: 4755.183105
	Iteration 24Q: 3 clusters Score -1911531 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1911573.250000 Penalty: 4755.183105
	Iteration 25Q: 3 clusters Score -1911573 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1911608.750000 Penalty: 4755.183105
	Iteration 26Q: 3 clusters Score -1911609 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1911656.250000 Penalty: 4755.183105
	Iteration 27Q: 3 clusters Score -1911656 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1911705.500000 Penalty: 4755.183105
	Iteration 28Q: 3 clusters Score -1911706 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1911767.375000 Penalty: 4755.183105
	Iteration 29Q: 3 clusters Score -1911767 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1911823.875000 Penalty: 4755.183105
	Iteration 30Q: 3 clusters Score -1911824 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1911885.375000 Penalty: 4755.183105
	Iteration 31Q: 3 clusters Score -1911885 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1911951.750000 Penalty: 4755.183105
	Iteration 32Q: 3 clusters Score -1911952 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1912063.000000 Penalty: 4755.183105
	Iteration 33Q: 3 clusters Score -1912063 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1912190.125000 Penalty: 4755.183105
	Iteration 34Q: 3 clusters Score -1912190 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1912307.375000 Penalty: 4755.183105
	Iteration 35Q: 3 clusters Score -1912307 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1912423.750000 Penalty: 4755.183105
	Iteration 36Q: 3 clusters Score -1912424 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1912547.500000 Penalty: 4755.183105
	Iteration 37Q: 3 clusters Score -1912548 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1912662.250000 Penalty: 4755.183105
	Iteration 38Q: 3 clusters Score -1912662 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1912757.500000 Penalty: 4755.183105
	Iteration 39Q: 3 clusters Score -1912758 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1912849.125000 Penalty: 4755.183105
	Iteration 40F: 3 clusters Score -1912849 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1912914.875000 Penalty: 4755.183105
	Iteration 41Q: 3 clusters Score -1912915 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1912975.625000 Penalty: 4755.183105
	Iteration 42Q: 3 clusters Score -1912976 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1913018.500000 Penalty: 4755.183105
	Iteration 43Q: 3 clusters Score -1913018 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1913056.125000 Penalty: 4755.183105
	Iteration 44Q: 3 clusters Score -1913056 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1913087.250000 Penalty: 4755.183105
	Iteration 45Q: 3 clusters Score -1913087 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1913114.125000 Penalty: 4755.183105
	Iteration 46Q: 3 clusters Score -1913114 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1913154.125000 Penalty: 4755.183105
	Iteration 47Q: 3 clusters Score -1913154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1913203.375000 Penalty: 4755.183105
	Iteration 48Q: 3 clusters Score -1913203 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1913262.625000 Penalty: 4755.183105
	Iteration 49Q: 3 clusters Score -1913263 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1913321.250000 Penalty: 4755.183105
	Iteration 50Q: 3 clusters Score -1913321 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1913348.875000 Penalty: 4755.183105
	Iteration 51Q: 3 clusters Score -1913349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1913360.750000 Penalty: 4755.183105
	Iteration 52Q: 3 clusters Score -1913361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1913368.500000 Penalty: 4755.183105
	Iteration 53Q: 3 clusters Score -1913368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1913372.875000 Penalty: 4755.183105
	Iteration 54Q: 3 clusters Score -1913373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1913378.250000 Penalty: 4755.183105
	Iteration 55Q: 3 clusters Score -1913378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1913382.375000 Penalty: 4755.183105
	Iteration 56Q: 3 clusters Score -1913382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1913388.750000 Penalty: 4755.183105
	Iteration 57Q: 3 clusters Score -1913389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1913388.875000 Penalty: 4755.183105
	Iteration 58Q: 3 clusters Score -1913389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1913388.625000 Penalty: 4755.183105
	Iteration 59Q: 3 clusters Score -1913389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1913390.375000 Penalty: 4755.183105
	Iteration 60F: 3 clusters Score -1913390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1913390.000000 Penalty: 4755.183105
	Iteration 61Q: 3 clusters Score -1913390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1913394.875000 Penalty: 4755.183105
	Iteration 62Q: 3 clusters Score -1913395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1913397.000000 Penalty: 4755.183105
	Iteration 63Q: 3 clusters Score -1913397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1913399.375000 Penalty: 4755.183105
	Iteration 64Q: 3 clusters Score -1913399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1913401.125000 Penalty: 4755.183105
	Iteration 65Q: 3 clusters Score -1913401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1913401.125000 Penalty: 4755.183105
	Iteration 66F: 3 clusters Score -1913401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 144852 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54221 members 
Mstep: Class 5 contains 8254 members 
Mstep: Class 6 contains 49527 members 
Mstep: Class 7 contains 10737 members 
Mstep: Class 8 contains 34819 members 
Mstep: Class 9 contains 42144 members 
Mstep: Class 10 contains 13360 members 
Mstep: Class 11 contains 36321 members 
Mstep: Class 12 contains 45507 members 
Mstep: Class 13 contains 3111 members 
Mstep: Class 14 contains 81354 members 
Mstep: Class 15 contains 35074 members 
Mstep: Class 16 contains 66374 members 
Mstep: Class 17 contains 130893 members 
Mstep: Class 18 contains 30809 members 
Mstep: Class 19 contains 7123 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 197193 members 
Mstep: Class 22 contains 542 members 
Mstep: Class 23 contains 2730 members 
Mstep: Class 24 contains 17222 members 
Mstep: Class 25 contains 7192 members 
Mstep: Class 26 contains 6949 members 
Mstep: Class 27 contains 5473 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2639 members 
Mstep: Class 31 contains 1215 members 
Entering Unmasked Estep 
Score: -142942656.000000 Penalty: 106614.398438
Splitting cluster 10 changes total score from -142944112.000000 to -142942656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (36321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Entering Unmasked Estep 
Score: -5103416.500000 Penalty: 2604.037598
	Iteration 0F: 2 clusters Score -5103416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -5078692.500000 Penalty: 5208.075195
	Iteration 0F: 3 clusters Score -5078692 nChanged 16671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -5087766.000000 Penalty: 5208.075195
	Iteration 1F: 3 clusters Score -5087766 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -5088388.000000 Penalty: 5208.075195
	Iteration 2Q: 3 clusters Score -5088388 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -5089246.000000 Penalty: 5208.075195
	Iteration 3Q: 3 clusters Score -5089246 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -5090568.000000 Penalty: 5208.075195
	Iteration 4F: 3 clusters Score -5090568 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -5092570.000000 Penalty: 5208.075195
	Iteration 5F: 3 clusters Score -5092570 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -5095197.500000 Penalty: 5208.075195
	Iteration 6F: 3 clusters Score -5095198 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -5097918.500000 Penalty: 5208.075195
	Iteration 7F: 3 clusters Score -5097918 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -5100032.000000 Penalty: 5208.075195
	Iteration 8F: 3 clusters Score -5100032 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -5101125.000000 Penalty: 5208.075195
	Iteration 9Q: 3 clusters Score -5101125 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -5101656.000000 Penalty: 5208.075195
	Iteration 10Q: 3 clusters Score -5101656 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -5101970.500000 Penalty: 5208.075195
	Iteration 11Q: 3 clusters Score -5101970 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -5102170.000000 Penalty: 5208.075195
	Iteration 12Q: 3 clusters Score -5102170 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -5102286.000000 Penalty: 5208.075195
	Iteration 13Q: 3 clusters Score -5102286 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -5102378.500000 Penalty: 5208.075195
	Iteration 14Q: 3 clusters Score -5102378 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -5102438.500000 Penalty: 5208.075195
	Iteration 15Q: 3 clusters Score -5102438 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -5102478.000000 Penalty: 5208.075195
	Iteration 16Q: 3 clusters Score -5102478 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -5102510.000000 Penalty: 5208.075195
	Iteration 17Q: 3 clusters Score -5102510 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -5102525.500000 Penalty: 5208.075195
	Iteration 18Q: 3 clusters Score -5102526 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -5102548.500000 Penalty: 5208.075195
	Iteration 19Q: 3 clusters Score -5102548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -5102553.000000 Penalty: 5208.075195
	Iteration 20F: 3 clusters Score -5102553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -5102561.500000 Penalty: 5208.075195
	Iteration 21Q: 3 clusters Score -5102562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -5102568.000000 Penalty: 5208.075195
	Iteration 22Q: 3 clusters Score -5102568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -5102567.500000 Penalty: 5208.075195
	Iteration 23Q: 3 clusters Score -5102568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -5102570.000000 Penalty: 5208.075195
	Iteration 24Q: 3 clusters Score -5102570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -5102573.500000 Penalty: 5208.075195
	Iteration 25Q: 3 clusters Score -5102574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -5102569.500000 Penalty: 5208.075195
	Iteration 26Q: 3 clusters Score -5102570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -5102573.500000 Penalty: 5208.075195
	Iteration 27Q: 3 clusters Score -5102574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -5102576.500000 Penalty: 5208.075195
	Iteration 28Q: 3 clusters Score -5102576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -5102574.000000 Penalty: 5208.075195
	Iteration 29Q: 3 clusters Score -5102574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -5102576.000000 Penalty: 5208.075195
	Iteration 30Q: 3 clusters Score -5102576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -5102577.500000 Penalty: 5208.075195
	Iteration 31Q: 3 clusters Score -5102578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -5102576.500000 Penalty: 5208.075195
	Iteration 32Q: 3 clusters Score -5102576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -5102580.500000 Penalty: 5208.075195
	Iteration 33Q: 3 clusters Score -5102580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -5102582.000000 Penalty: 5208.075195
	Iteration 34Q: 3 clusters Score -5102582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -5102578.000000 Penalty: 5208.075195
	Iteration 35Q: 3 clusters Score -5102578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -5102581.000000 Penalty: 5208.075195
	Iteration 36Q: 3 clusters Score -5102581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -5102586.000000 Penalty: 5208.075195
	Iteration 37Q: 3 clusters Score -5102586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -5102581.500000 Penalty: 5208.075195
	Iteration 38Q: 3 clusters Score -5102582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -5102578.000000 Penalty: 5208.075195
	Iteration 39Q: 3 clusters Score -5102578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -5102578.000000 Penalty: 5208.075195
	Iteration 40F: 3 clusters Score -5102578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -5102576.500000 Penalty: 5208.075195
	Iteration 41Q: 3 clusters Score -5102576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -5102574.500000 Penalty: 5208.075195
	Iteration 42Q: 3 clusters Score -5102574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -5102574.500000 Penalty: 5208.075195
	Iteration 43F: 3 clusters Score -5102574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (45507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Entering Unmasked Estep 
Score: -6398801.000000 Penalty: 2659.954102
	Iteration 0F: 2 clusters Score -6398801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -6368040.500000 Penalty: 5319.908203
	Iteration 0F: 3 clusters Score -6368040 nChanged 20845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -6379534.000000 Penalty: 5319.908203
	Iteration 1F: 3 clusters Score -6379534 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -6380143.000000 Penalty: 5319.908203
	Iteration 2Q: 3 clusters Score -6380143 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -6380849.000000 Penalty: 5319.908203
	Iteration 3Q: 3 clusters Score -6380849 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -6381778.500000 Penalty: 5319.908203
	Iteration 4Q: 3 clusters Score -6381778 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -6383069.500000 Penalty: 5319.908203
	Iteration 5F: 3 clusters Score -6383070 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -6384902.500000 Penalty: 5319.908203
	Iteration 6F: 3 clusters Score -6384902 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -6387418.500000 Penalty: 5319.908203
	Iteration 7F: 3 clusters Score -6387418 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -6390333.000000 Penalty: 5319.908203
	Iteration 8F: 3 clusters Score -6390333 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -6392990.500000 Penalty: 5319.908203
	Iteration 9F: 3 clusters Score -6392990 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -6394741.000000 Penalty: 5319.908203
	Iteration 10Q: 3 clusters Score -6394741 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -6395793.000000 Penalty: 5319.908203
	Iteration 11Q: 3 clusters Score -6395793 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -6396300.000000 Penalty: 5319.908203
	Iteration 12Q: 3 clusters Score -6396300 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -6396586.500000 Penalty: 5319.908203
	Iteration 13Q: 3 clusters Score -6396586 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -6396752.000000 Penalty: 5319.908203
	Iteration 14Q: 3 clusters Score -6396752 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -6396857.500000 Penalty: 5319.908203
	Iteration 15Q: 3 clusters Score -6396858 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -6396945.000000 Penalty: 5319.908203
	Iteration 16Q: 3 clusters Score -6396945 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -6396991.000000 Penalty: 5319.908203
	Iteration 17Q: 3 clusters Score -6396991 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -6397034.000000 Penalty: 5319.908203
	Iteration 18Q: 3 clusters Score -6397034 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -6397071.000000 Penalty: 5319.908203
	Iteration 19Q: 3 clusters Score -6397071 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -6397096.500000 Penalty: 5319.908203
	Iteration 20F: 3 clusters Score -6397096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -6397124.500000 Penalty: 5319.908203
	Iteration 21Q: 3 clusters Score -6397124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -6397137.000000 Penalty: 5319.908203
	Iteration 22Q: 3 clusters Score -6397137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -6397143.500000 Penalty: 5319.908203
	Iteration 23Q: 3 clusters Score -6397144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -6397147.000000 Penalty: 5319.908203
	Iteration 24Q: 3 clusters Score -6397147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -6397153.000000 Penalty: 5319.908203
	Iteration 25Q: 3 clusters Score -6397153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -6397150.500000 Penalty: 5319.908203
	Iteration 26Q: 3 clusters Score -6397150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -6397152.500000 Penalty: 5319.908203
	Iteration 27Q: 3 clusters Score -6397152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -6397160.000000 Penalty: 5319.908203
	Iteration 28Q: 3 clusters Score -6397160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -6397152.500000 Penalty: 5319.908203
	Iteration 29Q: 3 clusters Score -6397152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -6397155.500000 Penalty: 5319.908203
	Iteration 30Q: 3 clusters Score -6397156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -6397151.500000 Penalty: 5319.908203
	Iteration 31Q: 3 clusters Score -6397152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -6397153.500000 Penalty: 5319.908203
	Iteration 32Q: 3 clusters Score -6397154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -6397153.500000 Penalty: 5319.908203
	Iteration 33Q: 3 clusters Score -6397154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -6397151.500000 Penalty: 5319.908203
	Iteration 34Q: 3 clusters Score -6397152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -6397153.000000 Penalty: 5319.908203
	Iteration 35Q: 3 clusters Score -6397153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -6397154.000000 Penalty: 5319.908203
	Iteration 36Q: 3 clusters Score -6397154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -6397152.500000 Penalty: 5319.908203
	Iteration 37Q: 3 clusters Score -6397152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -6397156.500000 Penalty: 5319.908203
	Iteration 38Q: 3 clusters Score -6397156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -6397156.500000 Penalty: 5319.908203
	Iteration 39Q: 3 clusters Score -6397156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -6397156.500000 Penalty: 5319.908203
	Iteration 40F: 3 clusters Score -6397156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Entering Unmasked Estep 
Score: -428327.312500 Penalty: 1994.589600
	Iteration 0F: 2 clusters Score -428327.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -425035.468750 Penalty: 3989.179199
	Iteration 0F: 3 clusters Score -425035.5 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -425748.937500 Penalty: 3989.179199
	Iteration 1F: 3 clusters Score -425748.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -425902.093750 Penalty: 3989.179199
	Iteration 2F: 3 clusters Score -425902.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -426010.312500 Penalty: 3989.179199
	Iteration 3F: 3 clusters Score -426010.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -426067.156250 Penalty: 3989.179199
	Iteration 4Q: 3 clusters Score -426067.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -426095.750000 Penalty: 3989.179199
	Iteration 5Q: 3 clusters Score -426095.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -426114.531250 Penalty: 3989.179199
	Iteration 6Q: 3 clusters Score -426114.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -426133.250000 Penalty: 3989.179199
	Iteration 7Q: 3 clusters Score -426133.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -426153.281250 Penalty: 3989.179199
	Iteration 8Q: 3 clusters Score -426153.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -426171.781250 Penalty: 3989.179199
	Iteration 9Q: 3 clusters Score -426171.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -426187.968750 Penalty: 3989.179199
	Iteration 10Q: 3 clusters Score -426188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -426199.406250 Penalty: 3989.179199
	Iteration 11Q: 3 clusters Score -426199.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -426206.906250 Penalty: 3989.179199
	Iteration 12Q: 3 clusters Score -426206.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -426209.562500 Penalty: 3989.179199
	Iteration 13Q: 3 clusters Score -426209.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -426210.500000 Penalty: 3989.179199
	Iteration 14Q: 3 clusters Score -426210.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -426212.062500 Penalty: 3989.179199
	Iteration 15Q: 3 clusters Score -426212.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -426213.437500 Penalty: 3989.179199
	Iteration 16Q: 3 clusters Score -426213.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -426214.968750 Penalty: 3989.179199
	Iteration 17Q: 3 clusters Score -426215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -426214.968750 Penalty: 3989.179199
	Iteration 18F: 3 clusters Score -426215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (81354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81354 members 
Entering Unmasked Estep 
Score: -11222977.000000 Penalty: 2804.028076
	Iteration 0F: 2 clusters Score -1.122298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -11168392.000000 Penalty: 5608.056152
	Iteration 0F: 3 clusters Score -1.116839e+07 nChanged 38037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -11190114.000000 Penalty: 5608.056152
	Iteration 1F: 3 clusters Score -1.119011e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -11190950.000000 Penalty: 5608.056152
	Iteration 2Q: 3 clusters Score -1.119095e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -11192002.000000 Penalty: 5608.056152
	Iteration 3Q: 3 clusters Score -1.1192e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -11193272.000000 Penalty: 5608.056152
	Iteration 4Q: 3 clusters Score -1.119327e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -11195055.000000 Penalty: 5608.056152
	Iteration 5Q: 3 clusters Score -1.119506e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -11197543.000000 Penalty: 5608.056152
	Iteration 6F: 3 clusters Score -1.119754e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -11200474.000000 Penalty: 5608.056152
	Iteration 7F: 3 clusters Score -1.120047e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -11203792.000000 Penalty: 5608.056152
	Iteration 8F: 3 clusters Score -1.120379e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -11207366.000000 Penalty: 5608.056152
	Iteration 9F: 3 clusters Score -1.120737e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50720 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -11211077.000000 Penalty: 5608.056152
	Iteration 10F: 3 clusters Score -1.121108e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51311 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -11214027.000000 Penalty: 5608.056152
	Iteration 11Q: 3 clusters Score -1.121403e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -11215895.000000 Penalty: 5608.056152
	Iteration 12Q: 3 clusters Score -1.12159e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -11216930.000000 Penalty: 5608.056152
	Iteration 13Q: 3 clusters Score -1.121693e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -11217559.000000 Penalty: 5608.056152
	Iteration 14Q: 3 clusters Score -1.121756e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -11217979.000000 Penalty: 5608.056152
	Iteration 15Q: 3 clusters Score -1.121798e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53657 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -11218147.000000 Penalty: 5608.056152
	Iteration 16Q: 3 clusters Score -1.121815e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -11218279.000000 Penalty: 5608.056152
	Iteration 17Q: 3 clusters Score -1.121828e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -11218389.000000 Penalty: 5608.056152
	Iteration 18Q: 3 clusters Score -1.121839e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -11218450.000000 Penalty: 5608.056152
	Iteration 19Q: 3 clusters Score -1.121845e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54727 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -11218498.000000 Penalty: 5608.056152
	Iteration 20F: 3 clusters Score -1.12185e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54922 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -11218489.000000 Penalty: 5608.056152
	Iteration 21Q: 3 clusters Score -1.121849e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -11218507.000000 Penalty: 5608.056152
	Iteration 22Q: 3 clusters Score -1.121851e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55192 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -11218521.000000 Penalty: 5608.056152
	Iteration 23Q: 3 clusters Score -1.121852e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -11218529.000000 Penalty: 5608.056152
	Iteration 24Q: 3 clusters Score -1.121853e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55423 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -11218549.000000 Penalty: 5608.056152
	Iteration 25Q: 3 clusters Score -1.121855e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55525 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -11218574.000000 Penalty: 5608.056152
	Iteration 26Q: 3 clusters Score -1.121857e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -11218559.000000 Penalty: 5608.056152
	Iteration 27Q: 3 clusters Score -1.121856e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -11218560.000000 Penalty: 5608.056152
	Iteration 28Q: 3 clusters Score -1.121856e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -11218563.000000 Penalty: 5608.056152
	Iteration 29Q: 3 clusters Score -1.121856e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55774 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -11218558.000000 Penalty: 5608.056152
	Iteration 30Q: 3 clusters Score -1.121856e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55820 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -11218580.000000 Penalty: 5608.056152
	Iteration 31Q: 3 clusters Score -1.121858e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -11218555.000000 Penalty: 5608.056152
	Iteration 32Q: 3 clusters Score -1.121856e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55889 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -11218556.000000 Penalty: 5608.056152
	Iteration 33Q: 3 clusters Score -1.121856e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55923 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -11218568.000000 Penalty: 5608.056152
	Iteration 34Q: 3 clusters Score -1.121857e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55954 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -11218557.000000 Penalty: 5608.056152
	Iteration 35Q: 3 clusters Score -1.121856e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55989 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -11218578.000000 Penalty: 5608.056152
	Iteration 36Q: 3 clusters Score -1.121858e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -11218582.000000 Penalty: 5608.056152
	Iteration 37Q: 3 clusters Score -1.121858e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56044 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -11218588.000000 Penalty: 5608.056152
	Iteration 38Q: 3 clusters Score -1.121859e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -11218590.000000 Penalty: 5608.056152
	Iteration 39Q: 3 clusters Score -1.121859e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -11218585.000000 Penalty: 5608.056152
	Iteration 40F: 3 clusters Score -1.121858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56104 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -11218571.000000 Penalty: 5608.056152
	Iteration 41Q: 3 clusters Score -1.121857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56113 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -11218582.000000 Penalty: 5608.056152
	Iteration 42Q: 3 clusters Score -1.121858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56127 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -11218574.000000 Penalty: 5608.056152
	Iteration 43Q: 3 clusters Score -1.121857e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56143 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -11218555.000000 Penalty: 5608.056152
	Iteration 44Q: 3 clusters Score -1.121856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -11218557.000000 Penalty: 5608.056152
	Iteration 45Q: 3 clusters Score -1.121856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56158 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -11218549.000000 Penalty: 5608.056152
	Iteration 46Q: 3 clusters Score -1.121855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56161 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -11218556.000000 Penalty: 5608.056152
	Iteration 47Q: 3 clusters Score -1.121856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56166 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -11218546.000000 Penalty: 5608.056152
	Iteration 48Q: 3 clusters Score -1.121855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -11218552.000000 Penalty: 5608.056152
	Iteration 49Q: 3 clusters Score -1.121855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56172 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -11218557.000000 Penalty: 5608.056152
	Iteration 50Q: 3 clusters Score -1.121856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56175 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -11218555.000000 Penalty: 5608.056152
	Iteration 51Q: 3 clusters Score -1.121856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -11218560.000000 Penalty: 5608.056152
	Iteration 52Q: 3 clusters Score -1.121856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -11218560.000000 Penalty: 5608.056152
	Iteration 53F: 3 clusters Score -1.121856e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Entering Unmasked Estep 
Score: -4937042.000000 Penalty: 2595.373535
	Iteration 0F: 2 clusters Score -4937042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -4913213.500000 Penalty: 5190.747070
	Iteration 0F: 3 clusters Score -4913214 nChanged 16017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -4921810.000000 Penalty: 5190.747070
	Iteration 1F: 3 clusters Score -4921810 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -4922325.500000 Penalty: 5190.747070
	Iteration 2Q: 3 clusters Score -4922326 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -4922803.500000 Penalty: 5190.747070
	Iteration 3Q: 3 clusters Score -4922804 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -4923321.000000 Penalty: 5190.747070
	Iteration 4Q: 3 clusters Score -4923321 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -4923977.000000 Penalty: 5190.747070
	Iteration 5Q: 3 clusters Score -4923977 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -4924850.500000 Penalty: 5190.747070
	Iteration 6F: 3 clusters Score -4924850 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -4926013.500000 Penalty: 5190.747070
	Iteration 7F: 3 clusters Score -4926014 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -4927556.500000 Penalty: 5190.747070
	Iteration 8F: 3 clusters Score -4927556 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -4929419.000000 Penalty: 5190.747070
	Iteration 9F: 3 clusters Score -4929419 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -4931221.000000 Penalty: 5190.747070
	Iteration 10F: 3 clusters Score -4931221 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -4932654.500000 Penalty: 5190.747070
	Iteration 11Q: 3 clusters Score -4932654 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -4933502.500000 Penalty: 5190.747070
	Iteration 12Q: 3 clusters Score -4933502 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -4934034.500000 Penalty: 5190.747070
	Iteration 13Q: 3 clusters Score -4934034 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -4934323.000000 Penalty: 5190.747070
	Iteration 14Q: 3 clusters Score -4934323 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -4934490.500000 Penalty: 5190.747070
	Iteration 15Q: 3 clusters Score -4934490 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -4934589.000000 Penalty: 5190.747070
	Iteration 16Q: 3 clusters Score -4934589 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -4934673.000000 Penalty: 5190.747070
	Iteration 17Q: 3 clusters Score -4934673 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -4934730.000000 Penalty: 5190.747070
	Iteration 18Q: 3 clusters Score -4934730 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -4934770.000000 Penalty: 5190.747070
	Iteration 19Q: 3 clusters Score -4934770 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -4934831.500000 Penalty: 5190.747070
	Iteration 20F: 3 clusters Score -4934832 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -4934864.000000 Penalty: 5190.747070
	Iteration 21Q: 3 clusters Score -4934864 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -4934886.000000 Penalty: 5190.747070
	Iteration 22Q: 3 clusters Score -4934886 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -4934895.500000 Penalty: 5190.747070
	Iteration 23Q: 3 clusters Score -4934896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -4934922.000000 Penalty: 5190.747070
	Iteration 24Q: 3 clusters Score -4934922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -4934924.000000 Penalty: 5190.747070
	Iteration 25Q: 3 clusters Score -4934924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -4934930.500000 Penalty: 5190.747070
	Iteration 26Q: 3 clusters Score -4934930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -4934943.500000 Penalty: 5190.747070
	Iteration 27Q: 3 clusters Score -4934944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -4934953.500000 Penalty: 5190.747070
	Iteration 28Q: 3 clusters Score -4934954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -4934955.000000 Penalty: 5190.747070
	Iteration 29Q: 3 clusters Score -4934955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -4934959.000000 Penalty: 5190.747070
	Iteration 30Q: 3 clusters Score -4934959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -4934966.000000 Penalty: 5190.747070
	Iteration 31Q: 3 clusters Score -4934966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -4934968.000000 Penalty: 5190.747070
	Iteration 32Q: 3 clusters Score -4934968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -4934966.000000 Penalty: 5190.747070
	Iteration 33Q: 3 clusters Score -4934966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -4934965.500000 Penalty: 5190.747070
	Iteration 34Q: 3 clusters Score -4934966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -4934975.000000 Penalty: 5190.747070
	Iteration 35Q: 3 clusters Score -4934975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -4934980.500000 Penalty: 5190.747070
	Iteration 36Q: 3 clusters Score -4934980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -4934977.000000 Penalty: 5190.747070
	Iteration 37Q: 3 clusters Score -4934977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -4934981.000000 Penalty: 5190.747070
	Iteration 38Q: 3 clusters Score -4934981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -4934984.000000 Penalty: 5190.747070
	Iteration 39Q: 3 clusters Score -4934984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -4934983.500000 Penalty: 5190.747070
	Iteration 40F: 3 clusters Score -4934984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -4934982.000000 Penalty: 5190.747070
	Iteration 41Q: 3 clusters Score -4934982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -4934981.500000 Penalty: 5190.747070
	Iteration 42Q: 3 clusters Score -4934982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -4934989.000000 Penalty: 5190.747070
	Iteration 43Q: 3 clusters Score -4934989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -4934984.000000 Penalty: 5190.747070
	Iteration 44Q: 3 clusters Score -4934984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -4934983.500000 Penalty: 5190.747070
	Iteration 45Q: 3 clusters Score -4934984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -4934983.000000 Penalty: 5190.747070
	Iteration 46Q: 3 clusters Score -4934983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -4934983.000000 Penalty: 5190.747070
	Iteration 47F: 3 clusters Score -4934983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (66374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66374 members 
Entering Unmasked Estep 
Score: -9290390.000000 Penalty: 2753.559082
	Iteration 0F: 2 clusters Score -9290390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -9245732.000000 Penalty: 5507.118164
	Iteration 0F: 3 clusters Score -9245732 nChanged 31154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -9263193.000000 Penalty: 5507.118164
	Iteration 1F: 3 clusters Score -9263193 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -9263575.000000 Penalty: 5507.118164
	Iteration 2Q: 3 clusters Score -9263575 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -9263976.000000 Penalty: 5507.118164
	Iteration 3Q: 3 clusters Score -9263976 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -9264452.000000 Penalty: 5507.118164
	Iteration 4Q: 3 clusters Score -9264452 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -9264872.000000 Penalty: 5507.118164
	Iteration 5Q: 3 clusters Score -9264872 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -9265363.000000 Penalty: 5507.118164
	Iteration 6Q: 3 clusters Score -9265363 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -9266015.000000 Penalty: 5507.118164
	Iteration 7Q: 3 clusters Score -9266015 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -9267019.000000 Penalty: 5507.118164
	Iteration 8Q: 3 clusters Score -9267019 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -9268696.000000 Penalty: 5507.118164
	Iteration 9Q: 3 clusters Score -9268696 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -9271208.000000 Penalty: 5507.118164
	Iteration 10F: 3 clusters Score -9271208 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -9274921.000000 Penalty: 5507.118164
	Iteration 11F: 3 clusters Score -9274921 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -9279107.000000 Penalty: 5507.118164
	Iteration 12F: 3 clusters Score -9279107 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 58466 members 
Entering Unmasked Estep 
Score: -9282770.000000 Penalty: 5507.118164
	Iteration 13F: 3 clusters Score -9282770 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -9285187.000000 Penalty: 5507.118164
	Iteration 14Q: 3 clusters Score -9285187 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 62578 members 
Entering Unmasked Estep 
Score: -9286667.000000 Penalty: 5507.118164
	Iteration 15Q: 3 clusters Score -9286667 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 63325 members 
Entering Unmasked Estep 
Score: -9287340.000000 Penalty: 5507.118164
	Iteration 16Q: 3 clusters Score -9287340 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 63746 members 
Entering Unmasked Estep 
Score: -9287697.000000 Penalty: 5507.118164
	Iteration 17Q: 3 clusters Score -9287697 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 64006 members 
Entering Unmasked Estep 
Score: -9287892.000000 Penalty: 5507.118164
	Iteration 18Q: 3 clusters Score -9287892 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 64178 members 
Entering Unmasked Estep 
Score: -9288017.000000 Penalty: 5507.118164
	Iteration 19Q: 3 clusters Score -9288017 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 64311 members 
Entering Unmasked Estep 
Score: -9288074.000000 Penalty: 5507.118164
	Iteration 20F: 3 clusters Score -9288074 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -9288140.000000 Penalty: 5507.118164
	Iteration 21Q: 3 clusters Score -9288140 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 64510 members 
Entering Unmasked Estep 
Score: -9288206.000000 Penalty: 5507.118164
	Iteration 22Q: 3 clusters Score -9288206 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
Score: -9288246.000000 Penalty: 5507.118164
	Iteration 23Q: 3 clusters Score -9288246 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 64649 members 
Entering Unmasked Estep 
Score: -9288245.000000 Penalty: 5507.118164
	Iteration 24Q: 3 clusters Score -9288245 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 64695 members 
Entering Unmasked Estep 
Score: -9288262.000000 Penalty: 5507.118164
	Iteration 25Q: 3 clusters Score -9288262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 64726 members 
Entering Unmasked Estep 
Score: -9288263.000000 Penalty: 5507.118164
	Iteration 26Q: 3 clusters Score -9288263 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 64752 members 
Entering Unmasked Estep 
Score: -9288268.000000 Penalty: 5507.118164
	Iteration 27Q: 3 clusters Score -9288268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 64769 members 
Entering Unmasked Estep 
Score: -9288292.000000 Penalty: 5507.118164
	Iteration 28Q: 3 clusters Score -9288292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 64785 members 
Entering Unmasked Estep 
Score: -9288300.000000 Penalty: 5507.118164
	Iteration 29Q: 3 clusters Score -9288300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 64799 members 
Entering Unmasked Estep 
Score: -9288311.000000 Penalty: 5507.118164
	Iteration 30Q: 3 clusters Score -9288311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 64817 members 
Entering Unmasked Estep 
Score: -9288310.000000 Penalty: 5507.118164
	Iteration 31Q: 3 clusters Score -9288310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 64835 members 
Entering Unmasked Estep 
Score: -9288322.000000 Penalty: 5507.118164
	Iteration 32Q: 3 clusters Score -9288322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 64852 members 
Entering Unmasked Estep 
Score: -9288319.000000 Penalty: 5507.118164
	Iteration 33Q: 3 clusters Score -9288319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 64870 members 
Entering Unmasked Estep 
Score: -9288313.000000 Penalty: 5507.118164
	Iteration 34Q: 3 clusters Score -9288313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 64886 members 
Entering Unmasked Estep 
Score: -9288331.000000 Penalty: 5507.118164
	Iteration 35Q: 3 clusters Score -9288331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 64891 members 
Entering Unmasked Estep 
Score: -9288328.000000 Penalty: 5507.118164
	Iteration 36Q: 3 clusters Score -9288328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 64897 members 
Entering Unmasked Estep 
Score: -9288331.000000 Penalty: 5507.118164
	Iteration 37Q: 3 clusters Score -9288331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 64903 members 
Entering Unmasked Estep 
Score: -9288340.000000 Penalty: 5507.118164
	Iteration 38Q: 3 clusters Score -9288340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 64908 members 
Entering Unmasked Estep 
Score: -9288342.000000 Penalty: 5507.118164
	Iteration 39Q: 3 clusters Score -9288342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 64912 members 
Entering Unmasked Estep 
Score: -9288338.000000 Penalty: 5507.118164
	Iteration 40F: 3 clusters Score -9288338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 64914 members 
Entering Unmasked Estep 
Score: -9288343.000000 Penalty: 5507.118164
	Iteration 41Q: 3 clusters Score -9288343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 64916 members 
Entering Unmasked Estep 
Score: -9288343.000000 Penalty: 5507.118164
	Iteration 42Q: 3 clusters Score -9288343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 64918 members 
Entering Unmasked Estep 
Score: -9288338.000000 Penalty: 5507.118164
	Iteration 43Q: 3 clusters Score -9288338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 64919 members 
Entering Unmasked Estep 
Score: -9288348.000000 Penalty: 5507.118164
	Iteration 44Q: 3 clusters Score -9288348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 64920 members 
Entering Unmasked Estep 
Score: -9288349.000000 Penalty: 5507.118164
	Iteration 45Q: 3 clusters Score -9288349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 64920 members 
Entering Unmasked Estep 
Score: -9288349.000000 Penalty: 5507.118164
	Iteration 46F: 3 clusters Score -9288349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (130893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130893 members 
Entering Unmasked Estep 
Score: -18246006.000000 Penalty: 2921.969482
	Iteration 0F: 2 clusters Score -1.824601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65499 members 
Mstep: Class 2 contains 65394 members 
Entering Unmasked Estep 
Score: -18160178.000000 Penalty: 5843.938965
	Iteration 0F: 3 clusters Score -1.816018e+07 nChanged 62307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 63509 members 
Entering Unmasked Estep 
Score: -18196160.000000 Penalty: 5843.938965
	Iteration 1F: 3 clusters Score -1.819616e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68560 members 
Mstep: Class 2 contains 62333 members 
Entering Unmasked Estep 
Score: -18197112.000000 Penalty: 5843.938965
	Iteration 2Q: 3 clusters Score -1.819711e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70468 members 
Mstep: Class 2 contains 60425 members 
Entering Unmasked Estep 
Score: -18198420.000000 Penalty: 5843.938965
	Iteration 3Q: 3 clusters Score -1.819842e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 57521 members 
Entering Unmasked Estep 
Score: -18200310.000000 Penalty: 5843.938965
	Iteration 4Q: 3 clusters Score -1.820031e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77580 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -18203550.000000 Penalty: 5843.938965
	Iteration 5F: 3 clusters Score -1.820355e+07 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83511 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -18208980.000000 Penalty: 5843.938965
	Iteration 6F: 3 clusters Score -1.820898e+07 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91119 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -18216858.000000 Penalty: 5843.938965
	Iteration 7F: 3 clusters Score -1.821686e+07 nChanged 10038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98923 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -18225988.000000 Penalty: 5843.938965
	Iteration 8F: 3 clusters Score -1.822599e+07 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104926 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -18234384.000000 Penalty: 5843.938965
	Iteration 9F: 3 clusters Score -1.823438e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108482 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -18239366.000000 Penalty: 5843.938965
	Iteration 10Q: 3 clusters Score -1.823937e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110446 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -18241298.000000 Penalty: 5843.938965
	Iteration 11Q: 3 clusters Score -1.82413e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112075 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -18242084.000000 Penalty: 5843.938965
	Iteration 12Q: 3 clusters Score -1.824208e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113538 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -18242666.000000 Penalty: 5843.938965
	Iteration 13Q: 3 clusters Score -1.824267e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114882 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -18243086.000000 Penalty: 5843.938965
	Iteration 14Q: 3 clusters Score -1.824309e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116122 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -18243452.000000 Penalty: 5843.938965
	Iteration 15Q: 3 clusters Score -1.824345e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117204 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -18243702.000000 Penalty: 5843.938965
	Iteration 16Q: 3 clusters Score -1.82437e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118163 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -18243806.000000 Penalty: 5843.938965
	Iteration 17Q: 3 clusters Score -1.824381e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119023 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -18243882.000000 Penalty: 5843.938965
	Iteration 18Q: 3 clusters Score -1.824388e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119796 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -18243990.000000 Penalty: 5843.938965
	Iteration 19Q: 3 clusters Score -1.824399e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120437 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -18244034.000000 Penalty: 5843.938965
	Iteration 20F: 3 clusters Score -1.824403e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120980 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -18244130.000000 Penalty: 5843.938965
	Iteration 21Q: 3 clusters Score -1.824413e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121489 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -18244242.000000 Penalty: 5843.938965
	Iteration 22Q: 3 clusters Score -1.824424e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121946 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -18244290.000000 Penalty: 5843.938965
	Iteration 23Q: 3 clusters Score -1.824429e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122373 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -18244348.000000 Penalty: 5843.938965
	Iteration 24Q: 3 clusters Score -1.824435e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122744 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -18244410.000000 Penalty: 5843.938965
	Iteration 25Q: 3 clusters Score -1.824441e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123096 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -18244530.000000 Penalty: 5843.938965
	Iteration 26Q: 3 clusters Score -1.824453e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123436 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -18244548.000000 Penalty: 5843.938965
	Iteration 27Q: 3 clusters Score -1.824455e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123776 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -18244550.000000 Penalty: 5843.938965
	Iteration 28Q: 3 clusters Score -1.824455e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124066 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -18244594.000000 Penalty: 5843.938965
	Iteration 29Q: 3 clusters Score -1.824459e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124343 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -18244676.000000 Penalty: 5843.938965
	Iteration 30Q: 3 clusters Score -1.824468e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124616 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -18244624.000000 Penalty: 5843.938965
	Iteration 31Q: 3 clusters Score -1.824462e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124857 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -18244662.000000 Penalty: 5843.938965
	Iteration 32Q: 3 clusters Score -1.824466e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125056 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -18244720.000000 Penalty: 5843.938965
	Iteration 33Q: 3 clusters Score -1.824472e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125231 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -18244758.000000 Penalty: 5843.938965
	Iteration 34Q: 3 clusters Score -1.824476e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125383 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -18244746.000000 Penalty: 5843.938965
	Iteration 35Q: 3 clusters Score -1.824475e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125525 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -18244792.000000 Penalty: 5843.938965
	Iteration 36Q: 3 clusters Score -1.824479e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125647 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -18244770.000000 Penalty: 5843.938965
	Iteration 37Q: 3 clusters Score -1.824477e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125766 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -18244824.000000 Penalty: 5843.938965
	Iteration 38Q: 3 clusters Score -1.824482e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125870 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -18244794.000000 Penalty: 5843.938965
	Iteration 39Q: 3 clusters Score -1.824479e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125961 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -18244798.000000 Penalty: 5843.938965
	Iteration 40F: 3 clusters Score -1.82448e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126036 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -18244800.000000 Penalty: 5843.938965
	Iteration 41Q: 3 clusters Score -1.82448e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126106 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -18244804.000000 Penalty: 5843.938965
	Iteration 42Q: 3 clusters Score -1.82448e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126179 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -18244822.000000 Penalty: 5843.938965
	Iteration 43Q: 3 clusters Score -1.824482e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126250 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -18244814.000000 Penalty: 5843.938965
	Iteration 44Q: 3 clusters Score -1.824481e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126310 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -18244800.000000 Penalty: 5843.938965
	Iteration 45Q: 3 clusters Score -1.82448e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126356 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -18244788.000000 Penalty: 5843.938965
	Iteration 46Q: 3 clusters Score -1.824479e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126402 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -18244790.000000 Penalty: 5843.938965
	Iteration 47Q: 3 clusters Score -1.824479e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126441 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -18244788.000000 Penalty: 5843.938965
	Iteration 48Q: 3 clusters Score -1.824479e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126473 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -18244788.000000 Penalty: 5843.938965
	Iteration 49Q: 3 clusters Score -1.824479e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126507 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -18244822.000000 Penalty: 5843.938965
	Iteration 50Q: 3 clusters Score -1.824482e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126542 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -18244820.000000 Penalty: 5843.938965
	Iteration 51Q: 3 clusters Score -1.824482e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126572 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -18244828.000000 Penalty: 5843.938965
	Iteration 52Q: 3 clusters Score -1.824483e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126599 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -18244824.000000 Penalty: 5843.938965
	Iteration 53Q: 3 clusters Score -1.824482e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126625 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -18244824.000000 Penalty: 5843.938965
	Iteration 54Q: 3 clusters Score -1.824482e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126655 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -18244824.000000 Penalty: 5843.938965
	Iteration 55Q: 3 clusters Score -1.824482e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126679 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -18244838.000000 Penalty: 5843.938965
	Iteration 56Q: 3 clusters Score -1.824484e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126704 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -18244836.000000 Penalty: 5843.938965
	Iteration 57Q: 3 clusters Score -1.824484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126720 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -18244832.000000 Penalty: 5843.938965
	Iteration 58Q: 3 clusters Score -1.824483e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126735 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -18244816.000000 Penalty: 5843.938965
	Iteration 59Q: 3 clusters Score -1.824482e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126751 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -18244804.000000 Penalty: 5843.938965
	Iteration 60F: 3 clusters Score -1.82448e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126763 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -18244810.000000 Penalty: 5843.938965
	Iteration 61Q: 3 clusters Score -1.824481e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126775 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -18244826.000000 Penalty: 5843.938965
	Iteration 62Q: 3 clusters Score -1.824483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126782 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -18244802.000000 Penalty: 5843.938965
	Iteration 63Q: 3 clusters Score -1.82448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126791 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -18244808.000000 Penalty: 5843.938965
	Iteration 64Q: 3 clusters Score -1.824481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126799 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -18244814.000000 Penalty: 5843.938965
	Iteration 65Q: 3 clusters Score -1.824481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126803 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -18244822.000000 Penalty: 5843.938965
	Iteration 66Q: 3 clusters Score -1.824482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126810 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -18244822.000000 Penalty: 5843.938965
	Iteration 67Q: 3 clusters Score -1.824482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126818 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -18244812.000000 Penalty: 5843.938965
	Iteration 68Q: 3 clusters Score -1.824481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126825 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -18244816.000000 Penalty: 5843.938965
	Iteration 69Q: 3 clusters Score -1.824482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126834 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -18244812.000000 Penalty: 5843.938965
	Iteration 70Q: 3 clusters Score -1.824481e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126847 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -18244804.000000 Penalty: 5843.938965
	Iteration 71Q: 3 clusters Score -1.82448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126860 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -18244796.000000 Penalty: 5843.938965
	Iteration 72Q: 3 clusters Score -1.82448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126865 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -18244822.000000 Penalty: 5843.938965
	Iteration 73Q: 3 clusters Score -1.824482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126869 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -18244812.000000 Penalty: 5843.938965
	Iteration 74Q: 3 clusters Score -1.824481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126872 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -18244814.000000 Penalty: 5843.938965
	Iteration 75Q: 3 clusters Score -1.824481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126875 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -18244826.000000 Penalty: 5843.938965
	Iteration 76Q: 3 clusters Score -1.824483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126880 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -18244824.000000 Penalty: 5843.938965
	Iteration 77Q: 3 clusters Score -1.824482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126884 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -18244828.000000 Penalty: 5843.938965
	Iteration 78Q: 3 clusters Score -1.824483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126888 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -18244816.000000 Penalty: 5843.938965
	Iteration 79Q: 3 clusters Score -1.824482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126894 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -18244820.000000 Penalty: 5843.938965
	Iteration 80F: 3 clusters Score -1.824482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126901 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -18244832.000000 Penalty: 5843.938965
	Iteration 81Q: 3 clusters Score -1.824483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126906 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -18244842.000000 Penalty: 5843.938965
	Iteration 82Q: 3 clusters Score -1.824484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126909 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -18244840.000000 Penalty: 5843.938965
	Iteration 83Q: 3 clusters Score -1.824484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126911 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -18244834.000000 Penalty: 5843.938965
	Iteration 84Q: 3 clusters Score -1.824483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126917 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -18244850.000000 Penalty: 5843.938965
	Iteration 85Q: 3 clusters Score -1.824485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126919 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -18244850.000000 Penalty: 5843.938965
	Iteration 86Q: 3 clusters Score -1.824485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126922 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -18244852.000000 Penalty: 5843.938965
	Iteration 87Q: 3 clusters Score -1.824485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126927 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -18244858.000000 Penalty: 5843.938965
	Iteration 88Q: 3 clusters Score -1.824486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126932 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -18244850.000000 Penalty: 5843.938965
	Iteration 89Q: 3 clusters Score -1.824485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126937 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -18244842.000000 Penalty: 5843.938965
	Iteration 90Q: 3 clusters Score -1.824484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126941 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -18244830.000000 Penalty: 5843.938965
	Iteration 91Q: 3 clusters Score -1.824483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126942 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -18244834.000000 Penalty: 5843.938965
	Iteration 92Q: 3 clusters Score -1.824483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126945 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -18244854.000000 Penalty: 5843.938965
	Iteration 93Q: 3 clusters Score -1.824485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126947 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -18244856.000000 Penalty: 5843.938965
	Iteration 94Q: 3 clusters Score -1.824486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126949 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -18244864.000000 Penalty: 5843.938965
	Iteration 95Q: 3 clusters Score -1.824486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126949 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -18244864.000000 Penalty: 5843.938965
	Iteration 96F: 3 clusters Score -1.824486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Entering Unmasked Estep 
Score: -4154585.750000 Penalty: 2563.219238
	Iteration 0F: 2 clusters Score -4154586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -4133455.750000 Penalty: 5126.438477
	Iteration 0F: 3 clusters Score -4133456 nChanged 13970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -4141592.250000 Penalty: 5126.438477
	Iteration 1F: 3 clusters Score -4141592 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -4142481.250000 Penalty: 5126.438477
	Iteration 2F: 3 clusters Score -4142481 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -4143393.000000 Penalty: 5126.438477
	Iteration 3F: 3 clusters Score -4143393 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -4144235.250000 Penalty: 5126.438477
	Iteration 4F: 3 clusters Score -4144235 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -4145120.750000 Penalty: 5126.438477
	Iteration 5F: 3 clusters Score -4145121 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -4146143.000000 Penalty: 5126.438477
	Iteration 6F: 3 clusters Score -4146143 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -4147230.500000 Penalty: 5126.438477
	Iteration 7F: 3 clusters Score -4147230 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -4148390.250000 Penalty: 5126.438477
	Iteration 8F: 3 clusters Score -4148390 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -4149515.000000 Penalty: 5126.438477
	Iteration 9F: 3 clusters Score -4149515 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -4150642.250000 Penalty: 5126.438477
	Iteration 10Q: 3 clusters Score -4150642 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -4151665.000000 Penalty: 5126.438477
	Iteration 11Q: 3 clusters Score -4151665 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -4152542.750000 Penalty: 5126.438477
	Iteration 12Q: 3 clusters Score -4152543 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -4153101.000000 Penalty: 5126.438477
	Iteration 13Q: 3 clusters Score -4153101 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -4153451.000000 Penalty: 5126.438477
	Iteration 14Q: 3 clusters Score -4153451 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -4153610.000000 Penalty: 5126.438477
	Iteration 15Q: 3 clusters Score -4153610 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -4153755.250000 Penalty: 5126.438477
	Iteration 16Q: 3 clusters Score -4153755 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -4153843.500000 Penalty: 5126.438477
	Iteration 17Q: 3 clusters Score -4153844 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -4153895.000000 Penalty: 5126.438477
	Iteration 18Q: 3 clusters Score -4153895 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -4153924.500000 Penalty: 5126.438477
	Iteration 19Q: 3 clusters Score -4153924 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -4153955.500000 Penalty: 5126.438477
	Iteration 20F: 3 clusters Score -4153956 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -4153966.750000 Penalty: 5126.438477
	Iteration 21Q: 3 clusters Score -4153967 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -4153977.500000 Penalty: 5126.438477
	Iteration 22Q: 3 clusters Score -4153978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -4153988.500000 Penalty: 5126.438477
	Iteration 23Q: 3 clusters Score -4153988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -4153985.250000 Penalty: 5126.438477
	Iteration 24Q: 3 clusters Score -4153985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -4153998.000000 Penalty: 5126.438477
	Iteration 25Q: 3 clusters Score -4153998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -4154005.250000 Penalty: 5126.438477
	Iteration 26Q: 3 clusters Score -4154005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -4154007.500000 Penalty: 5126.438477
	Iteration 27Q: 3 clusters Score -4154008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -4154014.000000 Penalty: 5126.438477
	Iteration 28Q: 3 clusters Score -4154014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -4154018.000000 Penalty: 5126.438477
	Iteration 29Q: 3 clusters Score -4154018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -4154029.750000 Penalty: 5126.438477
	Iteration 30Q: 3 clusters Score -4154030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -4154034.250000 Penalty: 5126.438477
	Iteration 31Q: 3 clusters Score -4154034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -4154038.750000 Penalty: 5126.438477
	Iteration 32Q: 3 clusters Score -4154039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -4154038.000000 Penalty: 5126.438477
	Iteration 33Q: 3 clusters Score -4154038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -4154040.000000 Penalty: 5126.438477
	Iteration 34Q: 3 clusters Score -4154040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -4154048.750000 Penalty: 5126.438477
	Iteration 35Q: 3 clusters Score -4154049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -4154048.250000 Penalty: 5126.438477
	Iteration 36Q: 3 clusters Score -4154048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -4154044.500000 Penalty: 5126.438477
	Iteration 37Q: 3 clusters Score -4154044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -4154044.500000 Penalty: 5126.438477
	Iteration 38F: 3 clusters Score -4154044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Entering Unmasked Estep 
Score: -981411.562500 Penalty: 2200.028809
	Iteration 0F: 2 clusters Score -981411.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -975581.500000 Penalty: 4400.057617
	Iteration 0F: 3 clusters Score -975581.5 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -977157.875000 Penalty: 4400.057617
	Iteration 1F: 3 clusters Score -977157.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -977423.187500 Penalty: 4400.057617
	Iteration 2F: 3 clusters Score -977423.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -977620.437500 Penalty: 4400.057617
	Iteration 3F: 3 clusters Score -977620.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -977794.062500 Penalty: 4400.057617
	Iteration 4Q: 3 clusters Score -977794.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -977962.250000 Penalty: 4400.057617
	Iteration 5Q: 3 clusters Score -977962.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -978103.687500 Penalty: 4400.057617
	Iteration 6Q: 3 clusters Score -978103.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -978242.562500 Penalty: 4400.057617
	Iteration 7Q: 3 clusters Score -978242.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -978359.937500 Penalty: 4400.057617
	Iteration 8Q: 3 clusters Score -978359.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -978473.812500 Penalty: 4400.057617
	Iteration 9Q: 3 clusters Score -978473.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -978573.562500 Penalty: 4400.057617
	Iteration 10Q: 3 clusters Score -978573.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -978675.375000 Penalty: 4400.057617
	Iteration 11Q: 3 clusters Score -978675.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -978760.750000 Penalty: 4400.057617
	Iteration 12Q: 3 clusters Score -978760.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -978838.750000 Penalty: 4400.057617
	Iteration 13Q: 3 clusters Score -978838.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -978917.562500 Penalty: 4400.057617
	Iteration 14Q: 3 clusters Score -978917.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -978984.312500 Penalty: 4400.057617
	Iteration 15Q: 3 clusters Score -978984.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -979051.875000 Penalty: 4400.057617
	Iteration 16Q: 3 clusters Score -979051.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -979127.687500 Penalty: 4400.057617
	Iteration 17Q: 3 clusters Score -979127.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -979188.625000 Penalty: 4400.057617
	Iteration 18Q: 3 clusters Score -979188.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -979223.625000 Penalty: 4400.057617
	Iteration 19Q: 3 clusters Score -979223.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -979243.000000 Penalty: 4400.057617
	Iteration 20F: 3 clusters Score -979243 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -979263.937500 Penalty: 4400.057617
	Iteration 21Q: 3 clusters Score -979263.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -979279.125000 Penalty: 4400.057617
	Iteration 22Q: 3 clusters Score -979279.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -979293.312500 Penalty: 4400.057617
	Iteration 23Q: 3 clusters Score -979293.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -979309.375000 Penalty: 4400.057617
	Iteration 24Q: 3 clusters Score -979309.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -979322.750000 Penalty: 4400.057617
	Iteration 25Q: 3 clusters Score -979322.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -979340.500000 Penalty: 4400.057617
	Iteration 26Q: 3 clusters Score -979340.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -979359.437500 Penalty: 4400.057617
	Iteration 27Q: 3 clusters Score -979359.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -979380.312500 Penalty: 4400.057617
	Iteration 28Q: 3 clusters Score -979380.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -979400.562500 Penalty: 4400.057617
	Iteration 29Q: 3 clusters Score -979400.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -979414.062500 Penalty: 4400.057617
	Iteration 30Q: 3 clusters Score -979414.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -979425.937500 Penalty: 4400.057617
	Iteration 31Q: 3 clusters Score -979425.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -979440.187500 Penalty: 4400.057617
	Iteration 32Q: 3 clusters Score -979440.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -979447.437500 Penalty: 4400.057617
	Iteration 33Q: 3 clusters Score -979447.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -979452.375000 Penalty: 4400.057617
	Iteration 34Q: 3 clusters Score -979452.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -979454.437500 Penalty: 4400.057617
	Iteration 35Q: 3 clusters Score -979454.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -979456.937500 Penalty: 4400.057617
	Iteration 36Q: 3 clusters Score -979456.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -979458.687500 Penalty: 4400.057617
	Iteration 37Q: 3 clusters Score -979458.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -979462.687500 Penalty: 4400.057617
	Iteration 38Q: 3 clusters Score -979462.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -979465.187500 Penalty: 4400.057617
	Iteration 39Q: 3 clusters Score -979465.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -979467.000000 Penalty: 4400.057617
	Iteration 40F: 3 clusters Score -979467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -979471.625000 Penalty: 4400.057617
	Iteration 41Q: 3 clusters Score -979471.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -979471.625000 Penalty: 4400.057617
	Iteration 42F: 3 clusters Score -979471.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -126737.164062 Penalty: 1708.871094
	Iteration 0F: 2 clusters Score -126737.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -124868.914062 Penalty: 3417.742188
	Iteration 0F: 3 clusters Score -124868.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -125192.125000 Penalty: 3417.742188
	Iteration 1F: 3 clusters Score -125192.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -125331.117188 Penalty: 3417.742188
	Iteration 2F: 3 clusters Score -125331.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -125448.078125 Penalty: 3417.742188
	Iteration 3Q: 3 clusters Score -125448.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -125556.867188 Penalty: 3417.742188
	Iteration 4Q: 3 clusters Score -125556.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -125660.968750 Penalty: 3417.742188
	Iteration 5Q: 3 clusters Score -125661 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -125733.554688 Penalty: 3417.742188
	Iteration 6Q: 3 clusters Score -125733.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -125801.554688 Penalty: 3417.742188
	Iteration 7Q: 3 clusters Score -125801.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -125914.031250 Penalty: 3417.742188
	Iteration 8Q: 3 clusters Score -125914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -126039.593750 Penalty: 3417.742188
	Iteration 9Q: 3 clusters Score -126039.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -126157.882812 Penalty: 3417.742188
	Iteration 10Q: 3 clusters Score -126157.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -126252.625000 Penalty: 3417.742188
	Iteration 11Q: 3 clusters Score -126252.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -126305.554688 Penalty: 3417.742188
	Iteration 12Q: 3 clusters Score -126305.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -126351.640625 Penalty: 3417.742188
	Iteration 13Q: 3 clusters Score -126351.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -126423.812500 Penalty: 3417.742188
	Iteration 14Q: 3 clusters Score -126423.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -126483.210938 Penalty: 3417.742188
	Iteration 15Q: 3 clusters Score -126483.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -126496.953125 Penalty: 3417.742188
	Iteration 16Q: 3 clusters Score -126497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -126507.914062 Penalty: 3417.742188
	Iteration 17Q: 3 clusters Score -126507.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -126509.085938 Penalty: 3417.742188
	Iteration 18F: 3 clusters Score -126509.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -126512.335938 Penalty: 3417.742188
	Iteration 19Q: 3 clusters Score -126512.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -126512.335938 Penalty: 3417.742188
	Iteration 20F: 3 clusters Score -126512.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (197193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197193 members 
Entering Unmasked Estep 
Score: -27354592.000000 Penalty: 3023.600830
	Iteration 0F: 2 clusters Score -2.735459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98650 members 
Mstep: Class 2 contains 98543 members 
Entering Unmasked Estep 
Score: -27230136.000000 Penalty: 6047.201660
	Iteration 0F: 3 clusters Score -2.723014e+07 nChanged 94750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97060 members 
Mstep: Class 2 contains 100133 members 
Entering Unmasked Estep 
Score: -27286160.000000 Penalty: 6047.201660
	Iteration 1F: 3 clusters Score -2.728616e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96207 members 
Mstep: Class 2 contains 100986 members 
Entering Unmasked Estep 
Score: -27287462.000000 Penalty: 6047.201660
	Iteration 2Q: 3 clusters Score -2.728746e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95026 members 
Mstep: Class 2 contains 102167 members 
Entering Unmasked Estep 
Score: -27289006.000000 Penalty: 6047.201660
	Iteration 3Q: 3 clusters Score -2.728901e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93413 members 
Mstep: Class 2 contains 103780 members 
Entering Unmasked Estep 
Score: -27290900.000000 Penalty: 6047.201660
	Iteration 4Q: 3 clusters Score -2.72909e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91357 members 
Mstep: Class 2 contains 105836 members 
Entering Unmasked Estep 
Score: -27292994.000000 Penalty: 6047.201660
	Iteration 5Q: 3 clusters Score -2.729299e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88827 members 
Mstep: Class 2 contains 108366 members 
Entering Unmasked Estep 
Score: -27295660.000000 Penalty: 6047.201660
	Iteration 6Q: 3 clusters Score -2.729566e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85882 members 
Mstep: Class 2 contains 111311 members 
Entering Unmasked Estep 
Score: -27298762.000000 Penalty: 6047.201660
	Iteration 7Q: 3 clusters Score -2.729876e+07 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82597 members 
Mstep: Class 2 contains 114596 members 
Entering Unmasked Estep 
Score: -27303262.000000 Penalty: 6047.201660
	Iteration 8Q: 3 clusters Score -2.730326e+07 nChanged 9849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79212 members 
Mstep: Class 2 contains 117981 members 
Entering Unmasked Estep 
Score: -27309334.000000 Penalty: 6047.201660
	Iteration 9Q: 3 clusters Score -2.730933e+07 nChanged 11014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76248 members 
Mstep: Class 2 contains 120945 members 
Entering Unmasked Estep 
Score: -27317226.000000 Penalty: 6047.201660
	Iteration 10F: 3 clusters Score -2.731723e+07 nChanged 11352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74274 members 
Mstep: Class 2 contains 122919 members 
Entering Unmasked Estep 
Score: -27324822.000000 Penalty: 6047.201660
	Iteration 11F: 3 clusters Score -2.732482e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73072 members 
Mstep: Class 2 contains 124121 members 
Entering Unmasked Estep 
Score: -27329190.000000 Penalty: 6047.201660
	Iteration 12Q: 3 clusters Score -2.732919e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72033 members 
Mstep: Class 2 contains 125160 members 
Entering Unmasked Estep 
Score: -27331080.000000 Penalty: 6047.201660
	Iteration 13Q: 3 clusters Score -2.733108e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71017 members 
Mstep: Class 2 contains 126176 members 
Entering Unmasked Estep 
Score: -27331670.000000 Penalty: 6047.201660
	Iteration 14Q: 3 clusters Score -2.733167e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70060 members 
Mstep: Class 2 contains 127133 members 
Entering Unmasked Estep 
Score: -27331990.000000 Penalty: 6047.201660
	Iteration 15Q: 3 clusters Score -2.733199e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69166 members 
Mstep: Class 2 contains 128027 members 
Entering Unmasked Estep 
Score: -27332342.000000 Penalty: 6047.201660
	Iteration 16Q: 3 clusters Score -2.733234e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68392 members 
Mstep: Class 2 contains 128801 members 
Entering Unmasked Estep 
Score: -27332568.000000 Penalty: 6047.201660
	Iteration 17Q: 3 clusters Score -2.733257e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67667 members 
Mstep: Class 2 contains 129526 members 
Entering Unmasked Estep 
Score: -27332650.000000 Penalty: 6047.201660
	Iteration 18Q: 3 clusters Score -2.733265e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67061 members 
Mstep: Class 2 contains 130132 members 
Entering Unmasked Estep 
Score: -27332720.000000 Penalty: 6047.201660
	Iteration 19Q: 3 clusters Score -2.733272e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66502 members 
Mstep: Class 2 contains 130691 members 
Entering Unmasked Estep 
Score: -27332924.000000 Penalty: 6047.201660
	Iteration 20F: 3 clusters Score -2.733292e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65981 members 
Mstep: Class 2 contains 131212 members 
Entering Unmasked Estep 
Score: -27333206.000000 Penalty: 6047.201660
	Iteration 21Q: 3 clusters Score -2.733321e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65609 members 
Mstep: Class 2 contains 131584 members 
Entering Unmasked Estep 
Score: -27333410.000000 Penalty: 6047.201660
	Iteration 22Q: 3 clusters Score -2.733341e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65198 members 
Mstep: Class 2 contains 131995 members 
Entering Unmasked Estep 
Score: -27333634.000000 Penalty: 6047.201660
	Iteration 23Q: 3 clusters Score -2.733363e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64828 members 
Mstep: Class 2 contains 132365 members 
Entering Unmasked Estep 
Score: -27333862.000000 Penalty: 6047.201660
	Iteration 24Q: 3 clusters Score -2.733386e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64547 members 
Mstep: Class 2 contains 132646 members 
Entering Unmasked Estep 
Score: -27334138.000000 Penalty: 6047.201660
	Iteration 25Q: 3 clusters Score -2.733414e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64330 members 
Mstep: Class 2 contains 132863 members 
Entering Unmasked Estep 
Score: -27334374.000000 Penalty: 6047.201660
	Iteration 26Q: 3 clusters Score -2.733437e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64193 members 
Mstep: Class 2 contains 133000 members 
Entering Unmasked Estep 
Score: -27334490.000000 Penalty: 6047.201660
	Iteration 27Q: 3 clusters Score -2.733449e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64075 members 
Mstep: Class 2 contains 133118 members 
Entering Unmasked Estep 
Score: -27334566.000000 Penalty: 6047.201660
	Iteration 28Q: 3 clusters Score -2.733457e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63972 members 
Mstep: Class 2 contains 133221 members 
Entering Unmasked Estep 
Score: -27334746.000000 Penalty: 6047.201660
	Iteration 29Q: 3 clusters Score -2.733475e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 133225 members 
Entering Unmasked Estep 
Score: -27335050.000000 Penalty: 6047.201660
	Iteration 30Q: 3 clusters Score -2.733505e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64051 members 
Mstep: Class 2 contains 133142 members 
Entering Unmasked Estep 
Score: -27335238.000000 Penalty: 6047.201660
	Iteration 31Q: 3 clusters Score -2.733524e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64221 members 
Mstep: Class 2 contains 132972 members 
Entering Unmasked Estep 
Score: -27335424.000000 Penalty: 6047.201660
	Iteration 32Q: 3 clusters Score -2.733542e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64370 members 
Mstep: Class 2 contains 132823 members 
Entering Unmasked Estep 
Score: -27335706.000000 Penalty: 6047.201660
	Iteration 33Q: 3 clusters Score -2.733571e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64522 members 
Mstep: Class 2 contains 132671 members 
Entering Unmasked Estep 
Score: -27335846.000000 Penalty: 6047.201660
	Iteration 34Q: 3 clusters Score -2.733585e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64694 members 
Mstep: Class 2 contains 132499 members 
Entering Unmasked Estep 
Score: -27335924.000000 Penalty: 6047.201660
	Iteration 35Q: 3 clusters Score -2.733592e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64934 members 
Mstep: Class 2 contains 132259 members 
Entering Unmasked Estep 
Score: -27336054.000000 Penalty: 6047.201660
	Iteration 36Q: 3 clusters Score -2.733605e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65209 members 
Mstep: Class 2 contains 131984 members 
Entering Unmasked Estep 
Score: -27336208.000000 Penalty: 6047.201660
	Iteration 37Q: 3 clusters Score -2.733621e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65499 members 
Mstep: Class 2 contains 131694 members 
Entering Unmasked Estep 
Score: -27336314.000000 Penalty: 6047.201660
	Iteration 38Q: 3 clusters Score -2.733631e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65774 members 
Mstep: Class 2 contains 131419 members 
Entering Unmasked Estep 
Score: -27336378.000000 Penalty: 6047.201660
	Iteration 39Q: 3 clusters Score -2.733638e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65997 members 
Mstep: Class 2 contains 131196 members 
Entering Unmasked Estep 
Score: -27336514.000000 Penalty: 6047.201660
	Iteration 40F: 3 clusters Score -2.733651e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66272 members 
Mstep: Class 2 contains 130921 members 
Entering Unmasked Estep 
Score: -27336688.000000 Penalty: 6047.201660
	Iteration 41Q: 3 clusters Score -2.733669e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66514 members 
Mstep: Class 2 contains 130679 members 
Entering Unmasked Estep 
Score: -27336794.000000 Penalty: 6047.201660
	Iteration 42Q: 3 clusters Score -2.733679e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66814 members 
Mstep: Class 2 contains 130379 members 
Entering Unmasked Estep 
Score: -27336866.000000 Penalty: 6047.201660
	Iteration 43Q: 3 clusters Score -2.733687e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 130147 members 
Entering Unmasked Estep 
Score: -27336866.000000 Penalty: 6047.201660
	Iteration 44Q: 3 clusters Score -2.733687e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67239 members 
Mstep: Class 2 contains 129954 members 
Entering Unmasked Estep 
Score: -27336950.000000 Penalty: 6047.201660
	Iteration 45Q: 3 clusters Score -2.733695e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67396 members 
Mstep: Class 2 contains 129797 members 
Entering Unmasked Estep 
Score: -27337050.000000 Penalty: 6047.201660
	Iteration 46Q: 3 clusters Score -2.733705e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67501 members 
Mstep: Class 2 contains 129692 members 
Entering Unmasked Estep 
Score: -27337120.000000 Penalty: 6047.201660
	Iteration 47Q: 3 clusters Score -2.733712e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67613 members 
Mstep: Class 2 contains 129580 members 
Entering Unmasked Estep 
Score: -27337052.000000 Penalty: 6047.201660
	Iteration 48Q: 3 clusters Score -2.733705e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67719 members 
Mstep: Class 2 contains 129474 members 
Entering Unmasked Estep 
Score: -27337166.000000 Penalty: 6047.201660
	Iteration 49Q: 3 clusters Score -2.733717e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67834 members 
Mstep: Class 2 contains 129359 members 
Entering Unmasked Estep 
Score: -27337226.000000 Penalty: 6047.201660
	Iteration 50Q: 3 clusters Score -2.733723e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67971 members 
Mstep: Class 2 contains 129222 members 
Entering Unmasked Estep 
Score: -27337326.000000 Penalty: 6047.201660
	Iteration 51Q: 3 clusters Score -2.733733e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68089 members 
Mstep: Class 2 contains 129104 members 
Entering Unmasked Estep 
Score: -27337440.000000 Penalty: 6047.201660
	Iteration 52Q: 3 clusters Score -2.733744e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68207 members 
Mstep: Class 2 contains 128986 members 
Entering Unmasked Estep 
Score: -27337360.000000 Penalty: 6047.201660
	Iteration 53Q: 3 clusters Score -2.733736e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68313 members 
Mstep: Class 2 contains 128880 members 
Entering Unmasked Estep 
Score: -27337396.000000 Penalty: 6047.201660
	Iteration 54Q: 3 clusters Score -2.73374e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68418 members 
Mstep: Class 2 contains 128775 members 
Entering Unmasked Estep 
Score: -27337400.000000 Penalty: 6047.201660
	Iteration 55Q: 3 clusters Score -2.73374e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68533 members 
Mstep: Class 2 contains 128660 members 
Entering Unmasked Estep 
Score: -27337464.000000 Penalty: 6047.201660
	Iteration 56Q: 3 clusters Score -2.733746e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68628 members 
Mstep: Class 2 contains 128565 members 
Entering Unmasked Estep 
Score: -27337586.000000 Penalty: 6047.201660
	Iteration 57Q: 3 clusters Score -2.733759e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68724 members 
Mstep: Class 2 contains 128469 members 
Entering Unmasked Estep 
Score: -27337658.000000 Penalty: 6047.201660
	Iteration 58Q: 3 clusters Score -2.733766e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68810 members 
Mstep: Class 2 contains 128383 members 
Entering Unmasked Estep 
Score: -27337692.000000 Penalty: 6047.201660
	Iteration 59Q: 3 clusters Score -2.733769e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68879 members 
Mstep: Class 2 contains 128314 members 
Entering Unmasked Estep 
Score: -27337718.000000 Penalty: 6047.201660
	Iteration 60F: 3 clusters Score -2.733772e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68972 members 
Mstep: Class 2 contains 128221 members 
Entering Unmasked Estep 
Score: -27337702.000000 Penalty: 6047.201660
	Iteration 61Q: 3 clusters Score -2.73377e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69027 members 
Mstep: Class 2 contains 128166 members 
Entering Unmasked Estep 
Score: -27337760.000000 Penalty: 6047.201660
	Iteration 62Q: 3 clusters Score -2.733776e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69063 members 
Mstep: Class 2 contains 128130 members 
Entering Unmasked Estep 
Score: -27337744.000000 Penalty: 6047.201660
	Iteration 63Q: 3 clusters Score -2.733774e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69079 members 
Mstep: Class 2 contains 128114 members 
Entering Unmasked Estep 
Score: -27337728.000000 Penalty: 6047.201660
	Iteration 64Q: 3 clusters Score -2.733773e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 128109 members 
Entering Unmasked Estep 
Score: -27337766.000000 Penalty: 6047.201660
	Iteration 65Q: 3 clusters Score -2.733777e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69099 members 
Mstep: Class 2 contains 128094 members 
Entering Unmasked Estep 
Score: -27337722.000000 Penalty: 6047.201660
	Iteration 66Q: 3 clusters Score -2.733772e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69133 members 
Mstep: Class 2 contains 128060 members 
Entering Unmasked Estep 
Score: -27337748.000000 Penalty: 6047.201660
	Iteration 67Q: 3 clusters Score -2.733775e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69169 members 
Mstep: Class 2 contains 128024 members 
Entering Unmasked Estep 
Score: -27337738.000000 Penalty: 6047.201660
	Iteration 68Q: 3 clusters Score -2.733774e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69200 members 
Mstep: Class 2 contains 127993 members 
Entering Unmasked Estep 
Score: -27337728.000000 Penalty: 6047.201660
	Iteration 69Q: 3 clusters Score -2.733773e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69271 members 
Mstep: Class 2 contains 127922 members 
Entering Unmasked Estep 
Score: -27337766.000000 Penalty: 6047.201660
	Iteration 70Q: 3 clusters Score -2.733777e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69331 members 
Mstep: Class 2 contains 127862 members 
Entering Unmasked Estep 
Score: -27337742.000000 Penalty: 6047.201660
	Iteration 71Q: 3 clusters Score -2.733774e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69394 members 
Mstep: Class 2 contains 127799 members 
Entering Unmasked Estep 
Score: -27337796.000000 Penalty: 6047.201660
	Iteration 72Q: 3 clusters Score -2.73378e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69466 members 
Mstep: Class 2 contains 127727 members 
Entering Unmasked Estep 
Score: -27337812.000000 Penalty: 6047.201660
	Iteration 73Q: 3 clusters Score -2.733781e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69525 members 
Mstep: Class 2 contains 127668 members 
Entering Unmasked Estep 
Score: -27337814.000000 Penalty: 6047.201660
	Iteration 74Q: 3 clusters Score -2.733781e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69570 members 
Mstep: Class 2 contains 127623 members 
Entering Unmasked Estep 
Score: -27337804.000000 Penalty: 6047.201660
	Iteration 75Q: 3 clusters Score -2.73378e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69624 members 
Mstep: Class 2 contains 127569 members 
Entering Unmasked Estep 
Score: -27337828.000000 Penalty: 6047.201660
	Iteration 76Q: 3 clusters Score -2.733783e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69673 members 
Mstep: Class 2 contains 127520 members 
Entering Unmasked Estep 
Score: -27337880.000000 Penalty: 6047.201660
	Iteration 77Q: 3 clusters Score -2.733788e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69711 members 
Mstep: Class 2 contains 127482 members 
Entering Unmasked Estep 
Score: -27337820.000000 Penalty: 6047.201660
	Iteration 78Q: 3 clusters Score -2.733782e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69735 members 
Mstep: Class 2 contains 127458 members 
Entering Unmasked Estep 
Score: -27337882.000000 Penalty: 6047.201660
	Iteration 79Q: 3 clusters Score -2.733788e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69747 members 
Mstep: Class 2 contains 127446 members 
Entering Unmasked Estep 
Score: -27337870.000000 Penalty: 6047.201660
	Iteration 80F: 3 clusters Score -2.733787e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69802 members 
Mstep: Class 2 contains 127391 members 
Entering Unmasked Estep 
Score: -27337924.000000 Penalty: 6047.201660
	Iteration 81Q: 3 clusters Score -2.733792e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69855 members 
Mstep: Class 2 contains 127338 members 
Entering Unmasked Estep 
Score: -27337958.000000 Penalty: 6047.201660
	Iteration 82Q: 3 clusters Score -2.733796e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69928 members 
Mstep: Class 2 contains 127265 members 
Entering Unmasked Estep 
Score: -27337962.000000 Penalty: 6047.201660
	Iteration 83Q: 3 clusters Score -2.733796e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69994 members 
Mstep: Class 2 contains 127199 members 
Entering Unmasked Estep 
Score: -27337940.000000 Penalty: 6047.201660
	Iteration 84Q: 3 clusters Score -2.733794e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70065 members 
Mstep: Class 2 contains 127128 members 
Entering Unmasked Estep 
Score: -27337938.000000 Penalty: 6047.201660
	Iteration 85Q: 3 clusters Score -2.733794e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70145 members 
Mstep: Class 2 contains 127048 members 
Entering Unmasked Estep 
Score: -27337972.000000 Penalty: 6047.201660
	Iteration 86Q: 3 clusters Score -2.733797e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70239 members 
Mstep: Class 2 contains 126954 members 
Entering Unmasked Estep 
Score: -27337920.000000 Penalty: 6047.201660
	Iteration 87Q: 3 clusters Score -2.733792e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70360 members 
Mstep: Class 2 contains 126833 members 
Entering Unmasked Estep 
Score: -27337936.000000 Penalty: 6047.201660
	Iteration 88Q: 3 clusters Score -2.733794e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70499 members 
Mstep: Class 2 contains 126694 members 
Entering Unmasked Estep 
Score: -27337926.000000 Penalty: 6047.201660
	Iteration 89Q: 3 clusters Score -2.733793e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70647 members 
Mstep: Class 2 contains 126546 members 
Entering Unmasked Estep 
Score: -27337968.000000 Penalty: 6047.201660
	Iteration 90Q: 3 clusters Score -2.733797e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70804 members 
Mstep: Class 2 contains 126389 members 
Entering Unmasked Estep 
Score: -27337964.000000 Penalty: 6047.201660
	Iteration 91Q: 3 clusters Score -2.733796e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70966 members 
Mstep: Class 2 contains 126227 members 
Entering Unmasked Estep 
Score: -27337960.000000 Penalty: 6047.201660
	Iteration 92Q: 3 clusters Score -2.733796e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71129 members 
Mstep: Class 2 contains 126064 members 
Entering Unmasked Estep 
Score: -27338010.000000 Penalty: 6047.201660
	Iteration 93Q: 3 clusters Score -2.733801e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71314 members 
Mstep: Class 2 contains 125879 members 
Entering Unmasked Estep 
Score: -27337996.000000 Penalty: 6047.201660
	Iteration 94Q: 3 clusters Score -2.7338e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71505 members 
Mstep: Class 2 contains 125688 members 
Entering Unmasked Estep 
Score: -27338012.000000 Penalty: 6047.201660
	Iteration 95Q: 3 clusters Score -2.733801e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71697 members 
Mstep: Class 2 contains 125496 members 
Entering Unmasked Estep 
Score: -27338034.000000 Penalty: 6047.201660
	Iteration 96Q: 3 clusters Score -2.733803e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71864 members 
Mstep: Class 2 contains 125329 members 
Entering Unmasked Estep 
Score: -27338118.000000 Penalty: 6047.201660
	Iteration 97Q: 3 clusters Score -2.733812e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72035 members 
Mstep: Class 2 contains 125158 members 
Entering Unmasked Estep 
Score: -27338126.000000 Penalty: 6047.201660
	Iteration 98Q: 3 clusters Score -2.733813e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72222 members 
Mstep: Class 2 contains 124971 members 
Entering Unmasked Estep 
Score: -27338162.000000 Penalty: 6047.201660
	Iteration 99Q: 3 clusters Score -2.733816e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72393 members 
Mstep: Class 2 contains 124800 members 
Entering Unmasked Estep 
Score: -27338214.000000 Penalty: 6047.201660
	Iteration 100F: 3 clusters Score -2.733821e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72572 members 
Mstep: Class 2 contains 124621 members 
Entering Unmasked Estep 
Score: -27338232.000000 Penalty: 6047.201660
	Iteration 101Q: 3 clusters Score -2.733823e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72744 members 
Mstep: Class 2 contains 124449 members 
Entering Unmasked Estep 
Score: -27338302.000000 Penalty: 6047.201660
	Iteration 102Q: 3 clusters Score -2.73383e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 124280 members 
Entering Unmasked Estep 
Score: -27338410.000000 Penalty: 6047.201660
	Iteration 103Q: 3 clusters Score -2.733841e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73106 members 
Mstep: Class 2 contains 124087 members 
Entering Unmasked Estep 
Score: -27338456.000000 Penalty: 6047.201660
	Iteration 104Q: 3 clusters Score -2.733846e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73293 members 
Mstep: Class 2 contains 123900 members 
Entering Unmasked Estep 
Score: -27338458.000000 Penalty: 6047.201660
	Iteration 105Q: 3 clusters Score -2.733846e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73471 members 
Mstep: Class 2 contains 123722 members 
Entering Unmasked Estep 
Score: -27338480.000000 Penalty: 6047.201660
	Iteration 106Q: 3 clusters Score -2.733848e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73648 members 
Mstep: Class 2 contains 123545 members 
Entering Unmasked Estep 
Score: -27338522.000000 Penalty: 6047.201660
	Iteration 107Q: 3 clusters Score -2.733852e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73841 members 
Mstep: Class 2 contains 123352 members 
Entering Unmasked Estep 
Score: -27338580.000000 Penalty: 6047.201660
	Iteration 108Q: 3 clusters Score -2.733858e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 123171 members 
Entering Unmasked Estep 
Score: -27338588.000000 Penalty: 6047.201660
	Iteration 109Q: 3 clusters Score -2.733859e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74186 members 
Mstep: Class 2 contains 123007 members 
Entering Unmasked Estep 
Score: -27338622.000000 Penalty: 6047.201660
	Iteration 110Q: 3 clusters Score -2.733862e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74338 members 
Mstep: Class 2 contains 122855 members 
Entering Unmasked Estep 
Score: -27338634.000000 Penalty: 6047.201660
	Iteration 111Q: 3 clusters Score -2.733863e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74557 members 
Mstep: Class 2 contains 122636 members 
Entering Unmasked Estep 
Score: -27338690.000000 Penalty: 6047.201660
	Iteration 112Q: 3 clusters Score -2.733869e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74788 members 
Mstep: Class 2 contains 122405 members 
Entering Unmasked Estep 
Score: -27338676.000000 Penalty: 6047.201660
	Iteration 113Q: 3 clusters Score -2.733868e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75037 members 
Mstep: Class 2 contains 122156 members 
Entering Unmasked Estep 
Score: -27338668.000000 Penalty: 6047.201660
	Iteration 114Q: 3 clusters Score -2.733867e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75265 members 
Mstep: Class 2 contains 121928 members 
Entering Unmasked Estep 
Score: -27338638.000000 Penalty: 6047.201660
	Iteration 115Q: 3 clusters Score -2.733864e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75464 members 
Mstep: Class 2 contains 121729 members 
Entering Unmasked Estep 
Score: -27338662.000000 Penalty: 6047.201660
	Iteration 116Q: 3 clusters Score -2.733866e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75667 members 
Mstep: Class 2 contains 121526 members 
Entering Unmasked Estep 
Score: -27338722.000000 Penalty: 6047.201660
	Iteration 117Q: 3 clusters Score -2.733872e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75885 members 
Mstep: Class 2 contains 121308 members 
Entering Unmasked Estep 
Score: -27338760.000000 Penalty: 6047.201660
	Iteration 118Q: 3 clusters Score -2.733876e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76125 members 
Mstep: Class 2 contains 121068 members 
Entering Unmasked Estep 
Score: -27338754.000000 Penalty: 6047.201660
	Iteration 119Q: 3 clusters Score -2.733875e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76381 members 
Mstep: Class 2 contains 120812 members 
Entering Unmasked Estep 
Score: -27338800.000000 Penalty: 6047.201660
	Iteration 120F: 3 clusters Score -2.73388e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76596 members 
Mstep: Class 2 contains 120597 members 
Entering Unmasked Estep 
Score: -27338736.000000 Penalty: 6047.201660
	Iteration 121Q: 3 clusters Score -2.733874e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76805 members 
Mstep: Class 2 contains 120388 members 
Entering Unmasked Estep 
Score: -27338874.000000 Penalty: 6047.201660
	Iteration 122Q: 3 clusters Score -2.733887e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77007 members 
Mstep: Class 2 contains 120186 members 
Entering Unmasked Estep 
Score: -27338862.000000 Penalty: 6047.201660
	Iteration 123Q: 3 clusters Score -2.733886e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77201 members 
Mstep: Class 2 contains 119992 members 
Entering Unmasked Estep 
Score: -27338882.000000 Penalty: 6047.201660
	Iteration 124Q: 3 clusters Score -2.733888e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77376 members 
Mstep: Class 2 contains 119817 members 
Entering Unmasked Estep 
Score: -27338860.000000 Penalty: 6047.201660
	Iteration 125Q: 3 clusters Score -2.733886e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77530 members 
Mstep: Class 2 contains 119663 members 
Entering Unmasked Estep 
Score: -27338778.000000 Penalty: 6047.201660
	Iteration 126Q: 3 clusters Score -2.733878e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77678 members 
Mstep: Class 2 contains 119515 members 
Entering Unmasked Estep 
Score: -27338890.000000 Penalty: 6047.201660
	Iteration 127Q: 3 clusters Score -2.733889e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77827 members 
Mstep: Class 2 contains 119366 members 
Entering Unmasked Estep 
Score: -27338892.000000 Penalty: 6047.201660
	Iteration 128Q: 3 clusters Score -2.733889e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77961 members 
Mstep: Class 2 contains 119232 members 
Entering Unmasked Estep 
Score: -27338924.000000 Penalty: 6047.201660
	Iteration 129Q: 3 clusters Score -2.733892e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78056 members 
Mstep: Class 2 contains 119137 members 
Entering Unmasked Estep 
Score: -27338986.000000 Penalty: 6047.201660
	Iteration 130Q: 3 clusters Score -2.733899e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78149 members 
Mstep: Class 2 contains 119044 members 
Entering Unmasked Estep 
Score: -27339062.000000 Penalty: 6047.201660
	Iteration 131Q: 3 clusters Score -2.733906e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78246 members 
Mstep: Class 2 contains 118947 members 
Entering Unmasked Estep 
Score: -27339082.000000 Penalty: 6047.201660
	Iteration 132Q: 3 clusters Score -2.733908e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78332 members 
Mstep: Class 2 contains 118861 members 
Entering Unmasked Estep 
Score: -27339088.000000 Penalty: 6047.201660
	Iteration 133Q: 3 clusters Score -2.733909e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78413 members 
Mstep: Class 2 contains 118780 members 
Entering Unmasked Estep 
Score: -27339086.000000 Penalty: 6047.201660
	Iteration 134Q: 3 clusters Score -2.733909e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78481 members 
Mstep: Class 2 contains 118712 members 
Entering Unmasked Estep 
Score: -27339064.000000 Penalty: 6047.201660
	Iteration 135Q: 3 clusters Score -2.733906e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78570 members 
Mstep: Class 2 contains 118623 members 
Entering Unmasked Estep 
Score: -27339040.000000 Penalty: 6047.201660
	Iteration 136Q: 3 clusters Score -2.733904e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78641 members 
Mstep: Class 2 contains 118552 members 
Entering Unmasked Estep 
Score: -27339048.000000 Penalty: 6047.201660
	Iteration 137Q: 3 clusters Score -2.733905e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78687 members 
Mstep: Class 2 contains 118506 members 
Entering Unmasked Estep 
Score: -27339062.000000 Penalty: 6047.201660
	Iteration 138Q: 3 clusters Score -2.733906e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78707 members 
Mstep: Class 2 contains 118486 members 
Entering Unmasked Estep 
Score: -27339104.000000 Penalty: 6047.201660
	Iteration 139Q: 3 clusters Score -2.73391e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78722 members 
Mstep: Class 2 contains 118471 members 
Entering Unmasked Estep 
Score: -27339086.000000 Penalty: 6047.201660
	Iteration 140F: 3 clusters Score -2.733909e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78744 members 
Mstep: Class 2 contains 118449 members 
Entering Unmasked Estep 
Score: -27339086.000000 Penalty: 6047.201660
	Iteration 141Q: 3 clusters Score -2.733909e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78754 members 
Mstep: Class 2 contains 118439 members 
Entering Unmasked Estep 
Score: -27339090.000000 Penalty: 6047.201660
	Iteration 142Q: 3 clusters Score -2.733909e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78773 members 
Mstep: Class 2 contains 118420 members 
Entering Unmasked Estep 
Score: -27339082.000000 Penalty: 6047.201660
	Iteration 143Q: 3 clusters Score -2.733908e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78797 members 
Mstep: Class 2 contains 118396 members 
Entering Unmasked Estep 
Score: -27339058.000000 Penalty: 6047.201660
	Iteration 144Q: 3 clusters Score -2.733906e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78816 members 
Mstep: Class 2 contains 118377 members 
Entering Unmasked Estep 
Score: -27339138.000000 Penalty: 6047.201660
	Iteration 145Q: 3 clusters Score -2.733914e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78833 members 
Mstep: Class 2 contains 118360 members 
Entering Unmasked Estep 
Score: -27339108.000000 Penalty: 6047.201660
	Iteration 146Q: 3 clusters Score -2.733911e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78850 members 
Mstep: Class 2 contains 118343 members 
Entering Unmasked Estep 
Score: -27339110.000000 Penalty: 6047.201660
	Iteration 147Q: 3 clusters Score -2.733911e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78877 members 
Mstep: Class 2 contains 118316 members 
Entering Unmasked Estep 
Score: -27339114.000000 Penalty: 6047.201660
	Iteration 148Q: 3 clusters Score -2.733911e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78883 members 
Mstep: Class 2 contains 118310 members 
Entering Unmasked Estep 
Score: -27339144.000000 Penalty: 6047.201660
	Iteration 149Q: 3 clusters Score -2.733914e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78894 members 
Mstep: Class 2 contains 118299 members 
Entering Unmasked Estep 
Score: -27339160.000000 Penalty: 6047.201660
	Iteration 150Q: 3 clusters Score -2.733916e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78915 members 
Mstep: Class 2 contains 118278 members 
Entering Unmasked Estep 
Score: -27339180.000000 Penalty: 6047.201660
	Iteration 151Q: 3 clusters Score -2.733918e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78938 members 
Mstep: Class 2 contains 118255 members 
Entering Unmasked Estep 
Score: -27339144.000000 Penalty: 6047.201660
	Iteration 152Q: 3 clusters Score -2.733914e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78979 members 
Mstep: Class 2 contains 118214 members 
Entering Unmasked Estep 
Score: -27339200.000000 Penalty: 6047.201660
	Iteration 153Q: 3 clusters Score -2.73392e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79029 members 
Mstep: Class 2 contains 118164 members 
Entering Unmasked Estep 
Score: -27339204.000000 Penalty: 6047.201660
	Iteration 154Q: 3 clusters Score -2.73392e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79081 members 
Mstep: Class 2 contains 118112 members 
Entering Unmasked Estep 
Score: -27339202.000000 Penalty: 6047.201660
	Iteration 155Q: 3 clusters Score -2.73392e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79119 members 
Mstep: Class 2 contains 118074 members 
Entering Unmasked Estep 
Score: -27339184.000000 Penalty: 6047.201660
	Iteration 156Q: 3 clusters Score -2.733918e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79156 members 
Mstep: Class 2 contains 118037 members 
Entering Unmasked Estep 
Score: -27339216.000000 Penalty: 6047.201660
	Iteration 157Q: 3 clusters Score -2.733922e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79188 members 
Mstep: Class 2 contains 118005 members 
Entering Unmasked Estep 
Score: -27339182.000000 Penalty: 6047.201660
	Iteration 158Q: 3 clusters Score -2.733918e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79200 members 
Mstep: Class 2 contains 117993 members 
Entering Unmasked Estep 
Score: -27339194.000000 Penalty: 6047.201660
	Iteration 159Q: 3 clusters Score -2.733919e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79219 members 
Mstep: Class 2 contains 117974 members 
Entering Unmasked Estep 
Score: -27339184.000000 Penalty: 6047.201660
	Iteration 160F: 3 clusters Score -2.733918e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79233 members 
Mstep: Class 2 contains 117960 members 
Entering Unmasked Estep 
Score: -27339208.000000 Penalty: 6047.201660
	Iteration 161Q: 3 clusters Score -2.733921e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79245 members 
Mstep: Class 2 contains 117948 members 
Entering Unmasked Estep 
Score: -27339220.000000 Penalty: 6047.201660
	Iteration 162Q: 3 clusters Score -2.733922e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79264 members 
Mstep: Class 2 contains 117929 members 
Entering Unmasked Estep 
Score: -27339228.000000 Penalty: 6047.201660
	Iteration 163Q: 3 clusters Score -2.733923e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79266 members 
Mstep: Class 2 contains 117927 members 
Entering Unmasked Estep 
Score: -27339266.000000 Penalty: 6047.201660
	Iteration 164Q: 3 clusters Score -2.733927e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79268 members 
Mstep: Class 2 contains 117925 members 
Entering Unmasked Estep 
Score: -27339238.000000 Penalty: 6047.201660
	Iteration 165Q: 3 clusters Score -2.733924e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79277 members 
Mstep: Class 2 contains 117916 members 
Entering Unmasked Estep 
Score: -27339242.000000 Penalty: 6047.201660
	Iteration 166Q: 3 clusters Score -2.733924e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79287 members 
Mstep: Class 2 contains 117906 members 
Entering Unmasked Estep 
Score: -27339280.000000 Penalty: 6047.201660
	Iteration 167Q: 3 clusters Score -2.733928e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79301 members 
Mstep: Class 2 contains 117892 members 
Entering Unmasked Estep 
Score: -27339274.000000 Penalty: 6047.201660
	Iteration 168Q: 3 clusters Score -2.733927e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79321 members 
Mstep: Class 2 contains 117872 members 
Entering Unmasked Estep 
Score: -27339268.000000 Penalty: 6047.201660
	Iteration 169Q: 3 clusters Score -2.733927e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79342 members 
Mstep: Class 2 contains 117851 members 
Entering Unmasked Estep 
Score: -27339278.000000 Penalty: 6047.201660
	Iteration 170Q: 3 clusters Score -2.733928e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79357 members 
Mstep: Class 2 contains 117836 members 
Entering Unmasked Estep 
Score: -27339266.000000 Penalty: 6047.201660
	Iteration 171Q: 3 clusters Score -2.733927e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79377 members 
Mstep: Class 2 contains 117816 members 
Entering Unmasked Estep 
Score: -27339288.000000 Penalty: 6047.201660
	Iteration 172Q: 3 clusters Score -2.733929e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79395 members 
Mstep: Class 2 contains 117798 members 
Entering Unmasked Estep 
Score: -27339264.000000 Penalty: 6047.201660
	Iteration 173Q: 3 clusters Score -2.733926e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79414 members 
Mstep: Class 2 contains 117779 members 
Entering Unmasked Estep 
Score: -27339254.000000 Penalty: 6047.201660
	Iteration 174Q: 3 clusters Score -2.733925e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79429 members 
Mstep: Class 2 contains 117764 members 
Entering Unmasked Estep 
Score: -27339278.000000 Penalty: 6047.201660
	Iteration 175Q: 3 clusters Score -2.733928e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79448 members 
Mstep: Class 2 contains 117745 members 
Entering Unmasked Estep 
Score: -27339258.000000 Penalty: 6047.201660
	Iteration 176Q: 3 clusters Score -2.733926e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79458 members 
Mstep: Class 2 contains 117735 members 
Entering Unmasked Estep 
Score: -27339284.000000 Penalty: 6047.201660
	Iteration 177Q: 3 clusters Score -2.733928e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79471 members 
Mstep: Class 2 contains 117722 members 
Entering Unmasked Estep 
Score: -27339260.000000 Penalty: 6047.201660
	Iteration 178Q: 3 clusters Score -2.733926e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79480 members 
Mstep: Class 2 contains 117713 members 
Entering Unmasked Estep 
Score: -27339248.000000 Penalty: 6047.201660
	Iteration 179Q: 3 clusters Score -2.733925e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79501 members 
Mstep: Class 2 contains 117692 members 
Entering Unmasked Estep 
Score: -27339288.000000 Penalty: 6047.201660
	Iteration 180F: 3 clusters Score -2.733929e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79518 members 
Mstep: Class 2 contains 117675 members 
Entering Unmasked Estep 
Score: -27339254.000000 Penalty: 6047.201660
	Iteration 181Q: 3 clusters Score -2.733925e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79527 members 
Mstep: Class 2 contains 117666 members 
Entering Unmasked Estep 
Score: -27339266.000000 Penalty: 6047.201660
	Iteration 182Q: 3 clusters Score -2.733927e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79544 members 
Mstep: Class 2 contains 117649 members 
Entering Unmasked Estep 
Score: -27339286.000000 Penalty: 6047.201660
	Iteration 183Q: 3 clusters Score -2.733929e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79557 members 
Mstep: Class 2 contains 117636 members 
Entering Unmasked Estep 
Score: -27339294.000000 Penalty: 6047.201660
	Iteration 184Q: 3 clusters Score -2.733929e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79562 members 
Mstep: Class 2 contains 117631 members 
Entering Unmasked Estep 
Score: -27339302.000000 Penalty: 6047.201660
	Iteration 185Q: 3 clusters Score -2.73393e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79572 members 
Mstep: Class 2 contains 117621 members 
Entering Unmasked Estep 
Score: -27339298.000000 Penalty: 6047.201660
	Iteration 186Q: 3 clusters Score -2.73393e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79587 members 
Mstep: Class 2 contains 117606 members 
Entering Unmasked Estep 
Score: -27339300.000000 Penalty: 6047.201660
	Iteration 187Q: 3 clusters Score -2.73393e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79602 members 
Mstep: Class 2 contains 117591 members 
Entering Unmasked Estep 
Score: -27339298.000000 Penalty: 6047.201660
	Iteration 188Q: 3 clusters Score -2.73393e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79617 members 
Mstep: Class 2 contains 117576 members 
Entering Unmasked Estep 
Score: -27339316.000000 Penalty: 6047.201660
	Iteration 189Q: 3 clusters Score -2.733932e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79640 members 
Mstep: Class 2 contains 117553 members 
Entering Unmasked Estep 
Score: -27339318.000000 Penalty: 6047.201660
	Iteration 190Q: 3 clusters Score -2.733932e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79671 members 
Mstep: Class 2 contains 117522 members 
Entering Unmasked Estep 
Score: -27339312.000000 Penalty: 6047.201660
	Iteration 191Q: 3 clusters Score -2.733931e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79695 members 
Mstep: Class 2 contains 117498 members 
Entering Unmasked Estep 
Score: -27339308.000000 Penalty: 6047.201660
	Iteration 192Q: 3 clusters Score -2.733931e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79717 members 
Mstep: Class 2 contains 117476 members 
Entering Unmasked Estep 
Score: -27339304.000000 Penalty: 6047.201660
	Iteration 193Q: 3 clusters Score -2.73393e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79752 members 
Mstep: Class 2 contains 117441 members 
Entering Unmasked Estep 
Score: -27339294.000000 Penalty: 6047.201660
	Iteration 194Q: 3 clusters Score -2.733929e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79777 members 
Mstep: Class 2 contains 117416 members 
Entering Unmasked Estep 
Score: -27339322.000000 Penalty: 6047.201660
	Iteration 195Q: 3 clusters Score -2.733932e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79802 members 
Mstep: Class 2 contains 117391 members 
Entering Unmasked Estep 
Score: -27339334.000000 Penalty: 6047.201660
	Iteration 196Q: 3 clusters Score -2.733933e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79827 members 
Mstep: Class 2 contains 117366 members 
Entering Unmasked Estep 
Score: -27339322.000000 Penalty: 6047.201660
	Iteration 197Q: 3 clusters Score -2.733932e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79844 members 
Mstep: Class 2 contains 117349 members 
Entering Unmasked Estep 
Score: -27339316.000000 Penalty: 6047.201660
	Iteration 198Q: 3 clusters Score -2.733932e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79861 members 
Mstep: Class 2 contains 117332 members 
Entering Unmasked Estep 
Score: -27339312.000000 Penalty: 6047.201660
	Iteration 199Q: 3 clusters Score -2.733931e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79874 members 
Mstep: Class 2 contains 117319 members 
Entering Unmasked Estep 
Score: -27339326.000000 Penalty: 6047.201660
	Iteration 200F: 3 clusters Score -2.733933e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79887 members 
Mstep: Class 2 contains 117306 members 
Entering Unmasked Estep 
Score: -27339332.000000 Penalty: 6047.201660
	Iteration 201Q: 3 clusters Score -2.733933e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79894 members 
Mstep: Class 2 contains 117299 members 
Entering Unmasked Estep 
Score: -27339348.000000 Penalty: 6047.201660
	Iteration 202Q: 3 clusters Score -2.733935e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79911 members 
Mstep: Class 2 contains 117282 members 
Entering Unmasked Estep 
Score: -27339332.000000 Penalty: 6047.201660
	Iteration 203Q: 3 clusters Score -2.733933e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79925 members 
Mstep: Class 2 contains 117268 members 
Entering Unmasked Estep 
Score: -27339344.000000 Penalty: 6047.201660
	Iteration 204Q: 3 clusters Score -2.733934e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79943 members 
Mstep: Class 2 contains 117250 members 
Entering Unmasked Estep 
Score: -27339330.000000 Penalty: 6047.201660
	Iteration 205Q: 3 clusters Score -2.733933e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79954 members 
Mstep: Class 2 contains 117239 members 
Entering Unmasked Estep 
Score: -27339318.000000 Penalty: 6047.201660
	Iteration 206Q: 3 clusters Score -2.733932e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79971 members 
Mstep: Class 2 contains 117222 members 
Entering Unmasked Estep 
Score: -27339342.000000 Penalty: 6047.201660
	Iteration 207Q: 3 clusters Score -2.733934e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79986 members 
Mstep: Class 2 contains 117207 members 
Entering Unmasked Estep 
Score: -27339348.000000 Penalty: 6047.201660
	Iteration 208Q: 3 clusters Score -2.733935e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79994 members 
Mstep: Class 2 contains 117199 members 
Entering Unmasked Estep 
Score: -27339348.000000 Penalty: 6047.201660
	Iteration 209Q: 3 clusters Score -2.733935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80000 members 
Mstep: Class 2 contains 117193 members 
Entering Unmasked Estep 
Score: -27339364.000000 Penalty: 6047.201660
	Iteration 210Q: 3 clusters Score -2.733936e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80001 members 
Mstep: Class 2 contains 117192 members 
Entering Unmasked Estep 
Score: -27339356.000000 Penalty: 6047.201660
	Iteration 211Q: 3 clusters Score -2.733936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80003 members 
Mstep: Class 2 contains 117190 members 
Entering Unmasked Estep 
Score: -27339352.000000 Penalty: 6047.201660
	Iteration 212Q: 3 clusters Score -2.733935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80002 members 
Mstep: Class 2 contains 117191 members 
Entering Unmasked Estep 
Score: -27339362.000000 Penalty: 6047.201660
	Iteration 213Q: 3 clusters Score -2.733936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80001 members 
Mstep: Class 2 contains 117192 members 
Entering Unmasked Estep 
Score: -27339342.000000 Penalty: 6047.201660
	Iteration 214Q: 3 clusters Score -2.733934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 117185 members 
Entering Unmasked Estep 
Score: -27339358.000000 Penalty: 6047.201660
	Iteration 215Q: 3 clusters Score -2.733936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80014 members 
Mstep: Class 2 contains 117179 members 
Entering Unmasked Estep 
Score: -27339358.000000 Penalty: 6047.201660
	Iteration 216Q: 3 clusters Score -2.733936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80019 members 
Mstep: Class 2 contains 117174 members 
Entering Unmasked Estep 
Score: -27339344.000000 Penalty: 6047.201660
	Iteration 217Q: 3 clusters Score -2.733934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80024 members 
Mstep: Class 2 contains 117169 members 
Entering Unmasked Estep 
Score: -27339336.000000 Penalty: 6047.201660
	Iteration 218Q: 3 clusters Score -2.733934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80030 members 
Mstep: Class 2 contains 117163 members 
Entering Unmasked Estep 
Score: -27339340.000000 Penalty: 6047.201660
	Iteration 219Q: 3 clusters Score -2.733934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Mstep: Class 2 contains 117154 members 
Entering Unmasked Estep 
Score: -27339328.000000 Penalty: 6047.201660
	Iteration 220F: 3 clusters Score -2.733933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80046 members 
Mstep: Class 2 contains 117147 members 
Entering Unmasked Estep 
Score: -27339322.000000 Penalty: 6047.201660
	Iteration 221Q: 3 clusters Score -2.733932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80052 members 
Mstep: Class 2 contains 117141 members 
Entering Unmasked Estep 
Score: -27339310.000000 Penalty: 6047.201660
	Iteration 222Q: 3 clusters Score -2.733931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80054 members 
Mstep: Class 2 contains 117139 members 
Entering Unmasked Estep 
Score: -27339326.000000 Penalty: 6047.201660
	Iteration 223Q: 3 clusters Score -2.733933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80059 members 
Mstep: Class 2 contains 117134 members 
Entering Unmasked Estep 
Score: -27339324.000000 Penalty: 6047.201660
	Iteration 224Q: 3 clusters Score -2.733932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80063 members 
Mstep: Class 2 contains 117130 members 
Entering Unmasked Estep 
Score: -27339302.000000 Penalty: 6047.201660
	Iteration 225Q: 3 clusters Score -2.73393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80066 members 
Mstep: Class 2 contains 117127 members 
Entering Unmasked Estep 
Score: -27339310.000000 Penalty: 6047.201660
	Iteration 226Q: 3 clusters Score -2.733931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80070 members 
Mstep: Class 2 contains 117123 members 
Entering Unmasked Estep 
Score: -27339294.000000 Penalty: 6047.201660
	Iteration 227Q: 3 clusters Score -2.733929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80072 members 
Mstep: Class 2 contains 117121 members 
Entering Unmasked Estep 
Score: -27339282.000000 Penalty: 6047.201660
	Iteration 228Q: 3 clusters Score -2.733928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80074 members 
Mstep: Class 2 contains 117119 members 
Entering Unmasked Estep 
Score: -27339302.000000 Penalty: 6047.201660
	Iteration 229Q: 3 clusters Score -2.73393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80075 members 
Mstep: Class 2 contains 117118 members 
Entering Unmasked Estep 
Score: -27339292.000000 Penalty: 6047.201660
	Iteration 230Q: 3 clusters Score -2.733929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80078 members 
Mstep: Class 2 contains 117115 members 
Entering Unmasked Estep 
Score: -27339316.000000 Penalty: 6047.201660
	Iteration 231Q: 3 clusters Score -2.733932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80082 members 
Mstep: Class 2 contains 117111 members 
Entering Unmasked Estep 
Score: -27339310.000000 Penalty: 6047.201660
	Iteration 232Q: 3 clusters Score -2.733931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80082 members 
Mstep: Class 2 contains 117111 members 
Entering Unmasked Estep 
Score: -27339324.000000 Penalty: 6047.201660
	Iteration 233Q: 3 clusters Score -2.733932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80082 members 
Mstep: Class 2 contains 117111 members 
Entering Unmasked Estep 
Score: -27339332.000000 Penalty: 6047.201660
	Iteration 234Q: 3 clusters Score -2.733933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80084 members 
Mstep: Class 2 contains 117109 members 
Entering Unmasked Estep 
Score: -27339320.000000 Penalty: 6047.201660
	Iteration 235Q: 3 clusters Score -2.733932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80084 members 
Mstep: Class 2 contains 117109 members 
Entering Unmasked Estep 
Score: -27339328.000000 Penalty: 6047.201660
	Iteration 236Q: 3 clusters Score -2.733933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80085 members 
Mstep: Class 2 contains 117108 members 
Entering Unmasked Estep 
Score: -27339322.000000 Penalty: 6047.201660
	Iteration 237Q: 3 clusters Score -2.733932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80083 members 
Mstep: Class 2 contains 117110 members 
Entering Unmasked Estep 
Score: -27339322.000000 Penalty: 6047.201660
	Iteration 238Q: 3 clusters Score -2.733932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80084 members 
Mstep: Class 2 contains 117109 members 
Entering Unmasked Estep 
Score: -27339336.000000 Penalty: 6047.201660
	Iteration 239Q: 3 clusters Score -2.733934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80083 members 
Mstep: Class 2 contains 117110 members 
Entering Unmasked Estep 
Score: -27339322.000000 Penalty: 6047.201660
	Iteration 240F: 3 clusters Score -2.733932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -67143.445312 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -67143.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -65653.460938 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -65653.46 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -65939.968750 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -65939.97 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66051.593750 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -66051.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66122.085938 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -66122.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66197.984375 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -66197.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66254.093750 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -66254.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66367.023438 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -66367.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66546.960938 Penalty: 3122.451904
	Iteration 7F: 3 clusters Score -66546.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -66733.109375 Penalty: 3122.451904
	Iteration 8F: 3 clusters Score -66733.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -66985.789062 Penalty: 3122.451904
	Iteration 9F: 3 clusters Score -66985.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -67211.750000 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -67211.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -67313.835938 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -67313.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -67332.679688 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -67332.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -67372.734375 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -67372.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -67377.359375 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -67377.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -67377.359375 Penalty: 3122.451904
	Iteration 15F: 3 clusters Score -67377.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 144852 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54221 members 
Mstep: Class 5 contains 8254 members 
Mstep: Class 6 contains 49527 members 
Mstep: Class 7 contains 10737 members 
Mstep: Class 8 contains 34819 members 
Mstep: Class 9 contains 42144 members 
Mstep: Class 10 contains 14575 members 
Mstep: Class 11 contains 36321 members 
Mstep: Class 12 contains 45507 members 
Mstep: Class 13 contains 3111 members 
Mstep: Class 14 contains 81354 members 
Mstep: Class 15 contains 35074 members 
Mstep: Class 16 contains 66374 members 
Mstep: Class 17 contains 130893 members 
Mstep: Class 18 contains 30809 members 
Mstep: Class 19 contains 7123 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 197193 members 
Mstep: Class 22 contains 147 members 
Mstep: Class 23 contains 2730 members 
Mstep: Class 24 contains 17222 members 
Mstep: Class 25 contains 7192 members 
Mstep: Class 26 contains 6949 members 
Mstep: Class 27 contains 5473 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2639 members 
Mstep: Class 31 contains 395 members 
Entering Unmasked Estep 
Score: -142942192.000000 Penalty: 106614.398438
Splitting cluster 22 changes total score from -142944112.000000 to -142942192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -359742.562500 Penalty: 1962.190063
	Iteration 0F: 2 clusters Score -359742.6 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 1426 members 
Entering Unmasked Estep 
Score: -356700.031250 Penalty: 3924.380127
	Iteration 0F: 3 clusters Score -356700 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -357445.156250 Penalty: 3924.380127
	Iteration 1F: 3 clusters Score -357445.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -357756.343750 Penalty: 3924.380127
	Iteration 2F: 3 clusters Score -357756.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -358008.656250 Penalty: 3924.380127
	Iteration 3F: 3 clusters Score -358008.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -358234.312500 Penalty: 3924.380127
	Iteration 4F: 3 clusters Score -358234.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -358423.187500 Penalty: 3924.380127
	Iteration 5F: 3 clusters Score -358423.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -358567.156250 Penalty: 3924.380127
	Iteration 6Q: 3 clusters Score -358567.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -358682.625000 Penalty: 3924.380127
	Iteration 7Q: 3 clusters Score -358682.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -358792.625000 Penalty: 3924.380127
	Iteration 8Q: 3 clusters Score -358792.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -358887.468750 Penalty: 3924.380127
	Iteration 9Q: 3 clusters Score -358887.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -358963.250000 Penalty: 3924.380127
	Iteration 10Q: 3 clusters Score -358963.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -359008.656250 Penalty: 3924.380127
	Iteration 11Q: 3 clusters Score -359008.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -359028.031250 Penalty: 3924.380127
	Iteration 12Q: 3 clusters Score -359028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -359040.562500 Penalty: 3924.380127
	Iteration 13Q: 3 clusters Score -359040.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -359053.500000 Penalty: 3924.380127
	Iteration 14Q: 3 clusters Score -359053.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -359062.718750 Penalty: 3924.380127
	Iteration 15Q: 3 clusters Score -359062.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -359071.093750 Penalty: 3924.380127
	Iteration 16Q: 3 clusters Score -359071.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -359077.125000 Penalty: 3924.380127
	Iteration 17Q: 3 clusters Score -359077.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -359080.343750 Penalty: 3924.380127
	Iteration 18Q: 3 clusters Score -359080.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -359082.656250 Penalty: 3924.380127
	Iteration 19Q: 3 clusters Score -359082.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -359086.093750 Penalty: 3924.380127
	Iteration 20F: 3 clusters Score -359086.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -359089.687500 Penalty: 3924.380127
	Iteration 21Q: 3 clusters Score -359089.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -359095.875000 Penalty: 3924.380127
	Iteration 22Q: 3 clusters Score -359095.9 nChanged 7
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: -359102.593750 Penalty: 3924.380127
	Iteration 23Q: 3 clusters Score -359102.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -359107.375000 Penalty: 3924.380127
	Iteration 24Q: 3 clusters Score -359107.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -359113.875000 Penalty: 3924.380127
	Iteration 25Q: 3 clusters Score -359113.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -359120.718750 Penalty: 3924.380127
	Iteration 26Q: 3 clusters Score -359120.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -359124.656250 Penalty: 3924.380127
	Iteration 27Q: 3 clusters Score -359124.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -359125.250000 Penalty: 3924.380127
	Iteration 28Q: 3 clusters Score -359125.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -359125.718750 Penalty: 3924.380127
	Iteration 29Q: 3 clusters Score -359125.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -359126.968750 Penalty: 3924.380127
	Iteration 30Q: 3 clusters Score -359127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -359129.375000 Penalty: 3924.380127
	Iteration 31Q: 3 clusters Score -359129.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -359129.937500 Penalty: 3924.380127
	Iteration 32Q: 3 clusters Score -359129.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -359130.187500 Penalty: 3924.380127
	Iteration 33Q: 3 clusters Score -359130.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -359130.187500 Penalty: 3924.380127
	Iteration 34F: 3 clusters Score -359130.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Entering Unmasked Estep 
Score: -2357709.000000 Penalty: 2418.977783
	Iteration 0F: 2 clusters Score -2357709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2345348.250000 Penalty: 4837.955566
	Iteration 0F: 3 clusters Score -2345348 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2349493.500000 Penalty: 4837.955566
	Iteration 1F: 3 clusters Score -2349494 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2349974.750000 Penalty: 4837.955566
	Iteration 2F: 3 clusters Score -2349975 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2350484.000000 Penalty: 4837.955566
	Iteration 3F: 3 clusters Score -2350484 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2351074.750000 Penalty: 4837.955566
	Iteration 4F: 3 clusters Score -2351075 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2351782.250000 Penalty: 4837.955566
	Iteration 5F: 3 clusters Score -2351782 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2352517.750000 Penalty: 4837.955566
	Iteration 6F: 3 clusters Score -2352518 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2353286.750000 Penalty: 4837.955566
	Iteration 7F: 3 clusters Score -2353287 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2354025.750000 Penalty: 4837.955566
	Iteration 8F: 3 clusters Score -2354026 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2354592.500000 Penalty: 4837.955566
	Iteration 9Q: 3 clusters Score -2354592 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2355024.000000 Penalty: 4837.955566
	Iteration 10Q: 3 clusters Score -2355024 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2355325.750000 Penalty: 4837.955566
	Iteration 11Q: 3 clusters Score -2355326 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2355612.500000 Penalty: 4837.955566
	Iteration 12Q: 3 clusters Score -2355612 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2355853.750000 Penalty: 4837.955566
	Iteration 13Q: 3 clusters Score -2355854 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2356077.500000 Penalty: 4837.955566
	Iteration 14Q: 3 clusters Score -2356078 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2356223.250000 Penalty: 4837.955566
	Iteration 15Q: 3 clusters Score -2356223 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2356297.250000 Penalty: 4837.955566
	Iteration 16Q: 3 clusters Score -2356297 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2356345.500000 Penalty: 4837.955566
	Iteration 17Q: 3 clusters Score -2356346 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2356383.750000 Penalty: 4837.955566
	Iteration 18Q: 3 clusters Score -2356384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2356409.750000 Penalty: 4837.955566
	Iteration 19Q: 3 clusters Score -2356410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2356417.500000 Penalty: 4837.955566
	Iteration 20F: 3 clusters Score -2356418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2356427.250000 Penalty: 4837.955566
	Iteration 21Q: 3 clusters Score -2356427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2356435.000000 Penalty: 4837.955566
	Iteration 22Q: 3 clusters Score -2356435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2356438.250000 Penalty: 4837.955566
	Iteration 23Q: 3 clusters Score -2356438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2356442.750000 Penalty: 4837.955566
	Iteration 24Q: 3 clusters Score -2356443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2356447.500000 Penalty: 4837.955566
	Iteration 25Q: 3 clusters Score -2356448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2356451.250000 Penalty: 4837.955566
	Iteration 26Q: 3 clusters Score -2356451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2356452.250000 Penalty: 4837.955566
	Iteration 27Q: 3 clusters Score -2356452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2356453.000000 Penalty: 4837.955566
	Iteration 28Q: 3 clusters Score -2356453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2356455.250000 Penalty: 4837.955566
	Iteration 29Q: 3 clusters Score -2356455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2356455.750000 Penalty: 4837.955566
	Iteration 30Q: 3 clusters Score -2356456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2356457.500000 Penalty: 4837.955566
	Iteration 31Q: 3 clusters Score -2356458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2356457.500000 Penalty: 4837.955566
	Iteration 32F: 3 clusters Score -2356458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Entering Unmasked Estep 
Score: -957669.375000 Penalty: 2202.419678
	Iteration 0F: 2 clusters Score -957669.4 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 3691 members 
Entering Unmasked Estep 
Score: -951808.125000 Penalty: 4404.839355
	Iteration 0F: 3 clusters Score -951808.1 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -953495.312500 Penalty: 4404.839355
	Iteration 1F: 3 clusters Score -953495.3 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -953918.937500 Penalty: 4404.839355
	Iteration 2F: 3 clusters Score -953918.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -954360.000000 Penalty: 4404.839355
	Iteration 3F: 3 clusters Score -954360 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -954827.750000 Penalty: 4404.839355
	Iteration 4F: 3 clusters Score -954827.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -955337.875000 Penalty: 4404.839355
	Iteration 5F: 3 clusters Score -955337.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -955838.000000 Penalty: 4404.839355
	Iteration 6F: 3 clusters Score -955838 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -956314.500000 Penalty: 4404.839355
	Iteration 7F: 3 clusters Score -956314.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -956723.625000 Penalty: 4404.839355
	Iteration 8Q: 3 clusters Score -956723.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -956999.625000 Penalty: 4404.839355
	Iteration 9Q: 3 clusters Score -956999.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -957226.375000 Penalty: 4404.839355
	Iteration 10Q: 3 clusters Score -957226.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -957402.750000 Penalty: 4404.839355
	Iteration 11Q: 3 clusters Score -957402.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -957483.625000 Penalty: 4404.839355
	Iteration 12Q: 3 clusters Score -957483.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -957517.687500 Penalty: 4404.839355
	Iteration 13Q: 3 clusters Score -957517.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -957537.500000 Penalty: 4404.839355
	Iteration 14Q: 3 clusters Score -957537.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -957549.187500 Penalty: 4404.839355
	Iteration 15Q: 3 clusters Score -957549.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -957559.937500 Penalty: 4404.839355
	Iteration 16Q: 3 clusters Score -957559.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -957562.812500 Penalty: 4404.839355
	Iteration 17Q: 3 clusters Score -957562.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -957569.875000 Penalty: 4404.839355
	Iteration 18Q: 3 clusters Score -957569.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -957574.125000 Penalty: 4404.839355
	Iteration 19Q: 3 clusters Score -957574.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -957583.937500 Penalty: 4404.839355
	Iteration 20F: 3 clusters Score -957583.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -957594.750000 Penalty: 4404.839355
	Iteration 21Q: 3 clusters Score -957594.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -957602.625000 Penalty: 4404.839355
	Iteration 22Q: 3 clusters Score -957602.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -957613.187500 Penalty: 4404.839355
	Iteration 23Q: 3 clusters Score -957613.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -957623.750000 Penalty: 4404.839355
	Iteration 24Q: 3 clusters Score -957623.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -957631.000000 Penalty: 4404.839355
	Iteration 25Q: 3 clusters Score -957631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -957637.562500 Penalty: 4404.839355
	Iteration 26Q: 3 clusters Score -957637.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -957648.500000 Penalty: 4404.839355
	Iteration 27Q: 3 clusters Score -957648.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -957651.375000 Penalty: 4404.839355
	Iteration 28Q: 3 clusters Score -957651.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -957659.000000 Penalty: 4404.839355
	Iteration 29Q: 3 clusters Score -957659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -957659.000000 Penalty: 4404.839355
	Iteration 30Q: 3 clusters Score -957659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -957659.875000 Penalty: 4404.839355
	Iteration 31Q: 3 clusters Score -957659.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -957659.187500 Penalty: 4404.839355
	Iteration 32Q: 3 clusters Score -957659.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -957659.187500 Penalty: 4404.839355
	Iteration 33F: 3 clusters Score -957659.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Entering Unmasked Estep 
Score: -952478.062500 Penalty: 2193.895508
	Iteration 0F: 2 clusters Score -952478.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -946749.187500 Penalty: 4387.791016
	Iteration 0F: 3 clusters Score -946749.2 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -948218.000000 Penalty: 4387.791016
	Iteration 1F: 3 clusters Score -948218 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -948424.562500 Penalty: 4387.791016
	Iteration 2F: 3 clusters Score -948424.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -948557.750000 Penalty: 4387.791016
	Iteration 3Q: 3 clusters Score -948557.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -948657.250000 Penalty: 4387.791016
	Iteration 4Q: 3 clusters Score -948657.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -948743.187500 Penalty: 4387.791016
	Iteration 5Q: 3 clusters Score -948743.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -948828.437500 Penalty: 4387.791016
	Iteration 6Q: 3 clusters Score -948828.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -948890.500000 Penalty: 4387.791016
	Iteration 7Q: 3 clusters Score -948890.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -948945.375000 Penalty: 4387.791016
	Iteration 8Q: 3 clusters Score -948945.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -948993.937500 Penalty: 4387.791016
	Iteration 9Q: 3 clusters Score -948993.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -949042.875000 Penalty: 4387.791016
	Iteration 10Q: 3 clusters Score -949042.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -949094.375000 Penalty: 4387.791016
	Iteration 11Q: 3 clusters Score -949094.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -949141.375000 Penalty: 4387.791016
	Iteration 12Q: 3 clusters Score -949141.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -949186.687500 Penalty: 4387.791016
	Iteration 13Q: 3 clusters Score -949186.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -949230.625000 Penalty: 4387.791016
	Iteration 14Q: 3 clusters Score -949230.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -949274.875000 Penalty: 4387.791016
	Iteration 15Q: 3 clusters Score -949274.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -949326.500000 Penalty: 4387.791016
	Iteration 16Q: 3 clusters Score -949326.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -949392.500000 Penalty: 4387.791016
	Iteration 17Q: 3 clusters Score -949392.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -949457.375000 Penalty: 4387.791016
	Iteration 18Q: 3 clusters Score -949457.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -949523.000000 Penalty: 4387.791016
	Iteration 19Q: 3 clusters Score -949523 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -949593.000000 Penalty: 4387.791016
	Iteration 20F: 3 clusters Score -949593 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -949680.000000 Penalty: 4387.791016
	Iteration 21Q: 3 clusters Score -949680 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -949766.187500 Penalty: 4387.791016
	Iteration 22Q: 3 clusters Score -949766.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -949854.937500 Penalty: 4387.791016
	Iteration 23Q: 3 clusters Score -949854.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -949935.562500 Penalty: 4387.791016
	Iteration 24Q: 3 clusters Score -949935.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -950027.312500 Penalty: 4387.791016
	Iteration 25Q: 3 clusters Score -950027.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -950107.250000 Penalty: 4387.791016
	Iteration 26Q: 3 clusters Score -950107.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -950167.062500 Penalty: 4387.791016
	Iteration 27Q: 3 clusters Score -950167.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -950232.562500 Penalty: 4387.791016
	Iteration 28Q: 3 clusters Score -950232.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -950285.437500 Penalty: 4387.791016
	Iteration 29Q: 3 clusters Score -950285.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -950340.937500 Penalty: 4387.791016
	Iteration 30Q: 3 clusters Score -950340.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -950379.062500 Penalty: 4387.791016
	Iteration 31Q: 3 clusters Score -950379.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -950405.500000 Penalty: 4387.791016
	Iteration 32Q: 3 clusters Score -950405.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -950431.500000 Penalty: 4387.791016
	Iteration 33Q: 3 clusters Score -950431.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -950456.937500 Penalty: 4387.791016
	Iteration 34Q: 3 clusters Score -950456.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -950474.000000 Penalty: 4387.791016
	Iteration 35Q: 3 clusters Score -950474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -950485.875000 Penalty: 4387.791016
	Iteration 36Q: 3 clusters Score -950485.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -950492.625000 Penalty: 4387.791016
	Iteration 37Q: 3 clusters Score -950492.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -950497.937500 Penalty: 4387.791016
	Iteration 38Q: 3 clusters Score -950497.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -950502.625000 Penalty: 4387.791016
	Iteration 39Q: 3 clusters Score -950502.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -950506.375000 Penalty: 4387.791016
	Iteration 40F: 3 clusters Score -950506.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -950511.937500 Penalty: 4387.791016
	Iteration 41Q: 3 clusters Score -950511.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -950515.000000 Penalty: 4387.791016
	Iteration 42Q: 3 clusters Score -950515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -950515.125000 Penalty: 4387.791016
	Iteration 43Q: 3 clusters Score -950515.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -950514.375000 Penalty: 4387.791016
	Iteration 44Q: 3 clusters Score -950514.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -950514.687500 Penalty: 4387.791016
	Iteration 45Q: 3 clusters Score -950514.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -950514.687500 Penalty: 4387.791016
	Iteration 46F: 3 clusters Score -950514.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Entering Unmasked Estep 
Score: -738113.437500 Penalty: 2134.680420
	Iteration 0F: 2 clusters Score -738113.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -733315.875000 Penalty: 4269.360840
	Iteration 0F: 3 clusters Score -733315.9 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -734501.062500 Penalty: 4269.360840
	Iteration 1F: 3 clusters Score -734501.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -734749.000000 Penalty: 4269.360840
	Iteration 2F: 3 clusters Score -734749 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -734946.812500 Penalty: 4269.360840
	Iteration 3F: 3 clusters Score -734946.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -735118.312500 Penalty: 4269.360840
	Iteration 4Q: 3 clusters Score -735118.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -735244.437500 Penalty: 4269.360840
	Iteration 5Q: 3 clusters Score -735244.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -735347.750000 Penalty: 4269.360840
	Iteration 6Q: 3 clusters Score -735347.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -735446.000000 Penalty: 4269.360840
	Iteration 7Q: 3 clusters Score -735446 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -735540.687500 Penalty: 4269.360840
	Iteration 8Q: 3 clusters Score -735540.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -735646.125000 Penalty: 4269.360840
	Iteration 9Q: 3 clusters Score -735646.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -735793.562500 Penalty: 4269.360840
	Iteration 10Q: 3 clusters Score -735793.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -735947.437500 Penalty: 4269.360840
	Iteration 11Q: 3 clusters Score -735947.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -736100.750000 Penalty: 4269.360840
	Iteration 12Q: 3 clusters Score -736100.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -736257.312500 Penalty: 4269.360840
	Iteration 13Q: 3 clusters Score -736257.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -736414.687500 Penalty: 4269.360840
	Iteration 14Q: 3 clusters Score -736414.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -736592.312500 Penalty: 4269.360840
	Iteration 15Q: 3 clusters Score -736592.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -736737.875000 Penalty: 4269.360840
	Iteration 16Q: 3 clusters Score -736737.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -736876.187500 Penalty: 4269.360840
	Iteration 17Q: 3 clusters Score -736876.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -736993.250000 Penalty: 4269.360840
	Iteration 18Q: 3 clusters Score -736993.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -737124.187500 Penalty: 4269.360840
	Iteration 19Q: 3 clusters Score -737124.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -737221.812500 Penalty: 4269.360840
	Iteration 20F: 3 clusters Score -737221.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -737308.000000 Penalty: 4269.360840
	Iteration 21Q: 3 clusters Score -737308 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -737377.062500 Penalty: 4269.360840
	Iteration 22Q: 3 clusters Score -737377.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -737441.187500 Penalty: 4269.360840
	Iteration 23Q: 3 clusters Score -737441.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -737489.750000 Penalty: 4269.360840
	Iteration 24Q: 3 clusters Score -737489.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -737517.750000 Penalty: 4269.360840
	Iteration 25Q: 3 clusters Score -737517.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -737538.312500 Penalty: 4269.360840
	Iteration 26Q: 3 clusters Score -737538.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -737548.562500 Penalty: 4269.360840
	Iteration 27Q: 3 clusters Score -737548.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -737560.250000 Penalty: 4269.360840
	Iteration 28Q: 3 clusters Score -737560.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -737567.812500 Penalty: 4269.360840
	Iteration 29Q: 3 clusters Score -737567.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -737573.937500 Penalty: 4269.360840
	Iteration 30Q: 3 clusters Score -737573.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -737578.437500 Penalty: 4269.360840
	Iteration 31Q: 3 clusters Score -737578.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -737579.937500 Penalty: 4269.360840
	Iteration 32Q: 3 clusters Score -737579.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -737578.687500 Penalty: 4269.360840
	Iteration 33Q: 3 clusters Score -737578.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -737578.687500 Penalty: 4269.360840
	Iteration 34Q: 3 clusters Score -737578.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -737579.875000 Penalty: 4269.360840
	Iteration 35Q: 3 clusters Score -737579.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -737580.812500 Penalty: 4269.360840
	Iteration 36Q: 3 clusters Score -737580.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -737580.812500 Penalty: 4269.360840
	Iteration 37F: 3 clusters Score -737580.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -863765.875000 Penalty: 2174.104492
	Iteration 0F: 2 clusters Score -863765.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -858376.500000 Penalty: 4348.208984
	Iteration 0F: 3 clusters Score -858376.5 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -859936.312500 Penalty: 4348.208984
	Iteration 1F: 3 clusters Score -859936.3 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -860302.062500 Penalty: 4348.208984
	Iteration 2F: 3 clusters Score -860302.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -860616.437500 Penalty: 4348.208984
	Iteration 3F: 3 clusters Score -860616.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -860877.250000 Penalty: 4348.208984
	Iteration 4F: 3 clusters Score -860877.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -861108.750000 Penalty: 4348.208984
	Iteration 5F: 3 clusters Score -861108.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -861315.437500 Penalty: 4348.208984
	Iteration 6Q: 3 clusters Score -861315.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -861496.750000 Penalty: 4348.208984
	Iteration 7Q: 3 clusters Score -861496.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -861621.062500 Penalty: 4348.208984
	Iteration 8Q: 3 clusters Score -861621.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -861711.125000 Penalty: 4348.208984
	Iteration 9Q: 3 clusters Score -861711.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -861770.437500 Penalty: 4348.208984
	Iteration 10Q: 3 clusters Score -861770.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -861814.000000 Penalty: 4348.208984
	Iteration 11Q: 3 clusters Score -861814 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -861844.812500 Penalty: 4348.208984
	Iteration 12Q: 3 clusters Score -861844.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -861870.687500 Penalty: 4348.208984
	Iteration 13Q: 3 clusters Score -861870.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -861894.375000 Penalty: 4348.208984
	Iteration 14Q: 3 clusters Score -861894.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -861914.500000 Penalty: 4348.208984
	Iteration 15Q: 3 clusters Score -861914.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -861941.875000 Penalty: 4348.208984
	Iteration 16Q: 3 clusters Score -861941.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -861965.125000 Penalty: 4348.208984
	Iteration 17Q: 3 clusters Score -861965.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -861982.562500 Penalty: 4348.208984
	Iteration 18Q: 3 clusters Score -861982.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -861999.687500 Penalty: 4348.208984
	Iteration 19Q: 3 clusters Score -861999.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -862013.437500 Penalty: 4348.208984
	Iteration 20F: 3 clusters Score -862013.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -862023.562500 Penalty: 4348.208984
	Iteration 21Q: 3 clusters Score -862023.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -862037.500000 Penalty: 4348.208984
	Iteration 22Q: 3 clusters Score -862037.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -862044.375000 Penalty: 4348.208984
	Iteration 23Q: 3 clusters Score -862044.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -862054.062500 Penalty: 4348.208984
	Iteration 24Q: 3 clusters Score -862054.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -862062.937500 Penalty: 4348.208984
	Iteration 25Q: 3 clusters Score -862062.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -862072.187500 Penalty: 4348.208984
	Iteration 26Q: 3 clusters Score -862072.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -862078.125000 Penalty: 4348.208984
	Iteration 27Q: 3 clusters Score -862078.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -862086.312500 Penalty: 4348.208984
	Iteration 28Q: 3 clusters Score -862086.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -862092.875000 Penalty: 4348.208984
	Iteration 29Q: 3 clusters Score -862092.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -862099.062500 Penalty: 4348.208984
	Iteration 30Q: 3 clusters Score -862099.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -862102.687500 Penalty: 4348.208984
	Iteration 31Q: 3 clusters Score -862102.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -862108.187500 Penalty: 4348.208984
	Iteration 32Q: 3 clusters Score -862108.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -862113.750000 Penalty: 4348.208984
	Iteration 33Q: 3 clusters Score -862113.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -862118.812500 Penalty: 4348.208984
	Iteration 34Q: 3 clusters Score -862118.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -862128.687500 Penalty: 4348.208984
	Iteration 35Q: 3 clusters Score -862128.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -862138.500000 Penalty: 4348.208984
	Iteration 36Q: 3 clusters Score -862138.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -862142.250000 Penalty: 4348.208984
	Iteration 37Q: 3 clusters Score -862142.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -862145.125000 Penalty: 4348.208984
	Iteration 38Q: 3 clusters Score -862145.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -862151.687500 Penalty: 4348.208984
	Iteration 39Q: 3 clusters Score -862151.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -862152.375000 Penalty: 4348.208984
	Iteration 40F: 3 clusters Score -862152.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -862156.375000 Penalty: 4348.208984
	Iteration 41Q: 3 clusters Score -862156.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -862159.875000 Penalty: 4348.208984
	Iteration 42Q: 3 clusters Score -862159.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -862162.312500 Penalty: 4348.208984
	Iteration 43Q: 3 clusters Score -862162.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -862165.062500 Penalty: 4348.208984
	Iteration 44Q: 3 clusters Score -862165.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -862166.812500 Penalty: 4348.208984
	Iteration 45Q: 3 clusters Score -862166.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -862166.187500 Penalty: 4348.208984
	Iteration 46Q: 3 clusters Score -862166.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -862166.500000 Penalty: 4348.208984
	Iteration 47Q: 3 clusters Score -862166.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -862167.062500 Penalty: 4348.208984
	Iteration 48Q: 3 clusters Score -862167.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -862166.625000 Penalty: 4348.208984
	Iteration 49Q: 3 clusters Score -862166.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -862168.125000 Penalty: 4348.208984
	Iteration 50Q: 3 clusters Score -862168.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -862171.750000 Penalty: 4348.208984
	Iteration 51Q: 3 clusters Score -862171.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -862175.562500 Penalty: 4348.208984
	Iteration 52Q: 3 clusters Score -862175.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -862176.875000 Penalty: 4348.208984
	Iteration 53Q: 3 clusters Score -862176.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -862179.000000 Penalty: 4348.208984
	Iteration 54Q: 3 clusters Score -862179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -862179.062500 Penalty: 4348.208984
	Iteration 55Q: 3 clusters Score -862179.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -862179.250000 Penalty: 4348.208984
	Iteration 56Q: 3 clusters Score -862179.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -862179.250000 Penalty: 4348.208984
	Iteration 57F: 3 clusters Score -862179.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Entering Unmasked Estep 
Score: -182257.750000 Penalty: 1787.732910
	Iteration 0F: 2 clusters Score -182257.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -180066.296875 Penalty: 3575.465820
	Iteration 0F: 3 clusters Score -180066.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -180415.765625 Penalty: 3575.465820
	Iteration 1F: 3 clusters Score -180415.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -180516.937500 Penalty: 3575.465820
	Iteration 2F: 3 clusters Score -180516.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -180559.187500 Penalty: 3575.465820
	Iteration 3Q: 3 clusters Score -180559.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -180594.156250 Penalty: 3575.465820
	Iteration 4Q: 3 clusters Score -180594.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -180639.109375 Penalty: 3575.465820
	Iteration 5Q: 3 clusters Score -180639.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -180736.781250 Penalty: 3575.465820
	Iteration 6Q: 3 clusters Score -180736.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -180930.187500 Penalty: 3575.465820
	Iteration 7Q: 3 clusters Score -180930.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -181071.875000 Penalty: 3575.465820
	Iteration 8Q: 3 clusters Score -181071.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -181165.750000 Penalty: 3575.465820
	Iteration 9Q: 3 clusters Score -181165.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -181238.328125 Penalty: 3575.465820
	Iteration 10Q: 3 clusters Score -181238.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -181276.796875 Penalty: 3575.465820
	Iteration 11Q: 3 clusters Score -181276.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -181306.343750 Penalty: 3575.465820
	Iteration 12Q: 3 clusters Score -181306.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -181330.093750 Penalty: 3575.465820
	Iteration 13Q: 3 clusters Score -181330.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -181352.156250 Penalty: 3575.465820
	Iteration 14Q: 3 clusters Score -181352.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -181371.953125 Penalty: 3575.465820
	Iteration 15Q: 3 clusters Score -181372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -181377.000000 Penalty: 3575.465820
	Iteration 16Q: 3 clusters Score -181377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -181381.500000 Penalty: 3575.465820
	Iteration 17Q: 3 clusters Score -181381.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -181384.828125 Penalty: 3575.465820
	Iteration 18Q: 3 clusters Score -181384.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -181391.406250 Penalty: 3575.465820
	Iteration 19Q: 3 clusters Score -181391.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -181393.578125 Penalty: 3575.465820
	Iteration 20F: 3 clusters Score -181393.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Entering Unmasked Estep 
Score: -344756.656250 Penalty: 1953.782471
	Iteration 0F: 2 clusters Score -344756.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -341675.250000 Penalty: 3907.564941
	Iteration 0F: 3 clusters Score -341675.2 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -342306.656250 Penalty: 3907.564941
	Iteration 1F: 3 clusters Score -342306.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -342446.937500 Penalty: 3907.564941
	Iteration 2F: 3 clusters Score -342446.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -342532.843750 Penalty: 3907.564941
	Iteration 3Q: 3 clusters Score -342532.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -342584.312500 Penalty: 3907.564941
	Iteration 4Q: 3 clusters Score -342584.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -342633.843750 Penalty: 3907.564941
	Iteration 5Q: 3 clusters Score -342633.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -342670.625000 Penalty: 3907.564941
	Iteration 6Q: 3 clusters Score -342670.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -342695.718750 Penalty: 3907.564941
	Iteration 7Q: 3 clusters Score -342695.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -342708.312500 Penalty: 3907.564941
	Iteration 8Q: 3 clusters Score -342708.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -342724.187500 Penalty: 3907.564941
	Iteration 9Q: 3 clusters Score -342724.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -342736.781250 Penalty: 3907.564941
	Iteration 10Q: 3 clusters Score -342736.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -342746.406250 Penalty: 3907.564941
	Iteration 11Q: 3 clusters Score -342746.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -342754.187500 Penalty: 3907.564941
	Iteration 12Q: 3 clusters Score -342754.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -342760.625000 Penalty: 3907.564941
	Iteration 13Q: 3 clusters Score -342760.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -342769.343750 Penalty: 3907.564941
	Iteration 14Q: 3 clusters Score -342769.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -342778.593750 Penalty: 3907.564941
	Iteration 15Q: 3 clusters Score -342778.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -342788.625000 Penalty: 3907.564941
	Iteration 16Q: 3 clusters Score -342788.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -342802.062500 Penalty: 3907.564941
	Iteration 17Q: 3 clusters Score -342802.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -342815.562500 Penalty: 3907.564941
	Iteration 18Q: 3 clusters Score -342815.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -342831.093750 Penalty: 3907.564941
	Iteration 19Q: 3 clusters Score -342831.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -342848.656250 Penalty: 3907.564941
	Iteration 20F: 3 clusters Score -342848.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -342859.937500 Penalty: 3907.564941
	Iteration 21Q: 3 clusters Score -342859.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -342870.000000 Penalty: 3907.564941
	Iteration 22Q: 3 clusters Score -342870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -342877.406250 Penalty: 3907.564941
	Iteration 23Q: 3 clusters Score -342877.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -342882.750000 Penalty: 3907.564941
	Iteration 24Q: 3 clusters Score -342882.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -342890.968750 Penalty: 3907.564941
	Iteration 25Q: 3 clusters Score -342891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -342907.343750 Penalty: 3907.564941
	Iteration 26Q: 3 clusters Score -342907.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -342918.437500 Penalty: 3907.564941
	Iteration 27Q: 3 clusters Score -342918.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -342931.468750 Penalty: 3907.564941
	Iteration 28Q: 3 clusters Score -342931.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -342951.843750 Penalty: 3907.564941
	Iteration 29Q: 3 clusters Score -342951.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -342968.625000 Penalty: 3907.564941
	Iteration 30Q: 3 clusters Score -342968.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -342984.312500 Penalty: 3907.564941
	Iteration 31Q: 3 clusters Score -342984.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -342997.406250 Penalty: 3907.564941
	Iteration 32Q: 3 clusters Score -342997.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -343011.781250 Penalty: 3907.564941
	Iteration 33Q: 3 clusters Score -343011.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -343019.750000 Penalty: 3907.564941
	Iteration 34Q: 3 clusters Score -343019.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -343028.000000 Penalty: 3907.564941
	Iteration 35Q: 3 clusters Score -343028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -343032.000000 Penalty: 3907.564941
	Iteration 36Q: 3 clusters Score -343032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -343036.843750 Penalty: 3907.564941
	Iteration 37Q: 3 clusters Score -343036.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -343044.062500 Penalty: 3907.564941
	Iteration 38Q: 3 clusters Score -343044.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -343051.000000 Penalty: 3907.564941
	Iteration 39Q: 3 clusters Score -343051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -343056.593750 Penalty: 3907.564941
	Iteration 40F: 3 clusters Score -343056.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -343061.125000 Penalty: 3907.564941
	Iteration 41Q: 3 clusters Score -343061.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -343064.156250 Penalty: 3907.564941
	Iteration 42Q: 3 clusters Score -343064.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -343067.187500 Penalty: 3907.564941
	Iteration 43Q: 3 clusters Score -343067.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -343070.062500 Penalty: 3907.564941
	Iteration 44Q: 3 clusters Score -343070.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -343072.906250 Penalty: 3907.564941
	Iteration 45Q: 3 clusters Score -343072.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -343073.781250 Penalty: 3907.564941
	Iteration 46Q: 3 clusters Score -343073.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -343073.781250 Penalty: 3907.564941
	Iteration 47F: 3 clusters Score -343073.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 144852 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54221 members 
Mstep: Class 5 contains 8254 members 
Mstep: Class 6 contains 49527 members 
Mstep: Class 7 contains 10737 members 
Mstep: Class 8 contains 34819 members 
Mstep: Class 9 contains 42144 members 
Mstep: Class 10 contains 14575 members 
Mstep: Class 11 contains 36321 members 
Mstep: Class 12 contains 45507 members 
Mstep: Class 13 contains 3111 members 
Mstep: Class 14 contains 81354 members 
Mstep: Class 15 contains 35074 members 
Mstep: Class 16 contains 66374 members 
Mstep: Class 17 contains 130893 members 
Mstep: Class 18 contains 30809 members 
Mstep: Class 19 contains 7123 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 197193 members 
Mstep: Class 22 contains 542 members 
Mstep: Class 23 contains 2730 members 
Mstep: Class 24 contains 17222 members 
Mstep: Class 25 contains 7192 members 
Mstep: Class 26 contains 6949 members 
Mstep: Class 27 contains 5473 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943824.000000 Penalty: 103175.226562
Iteration 119Q: 31 clusters Score -1.429438e+08 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 144589 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54194 members 
Mstep: Class 5 contains 8250 members 
Mstep: Class 6 contains 49504 members 
Mstep: Class 7 contains 10723 members 
Mstep: Class 8 contains 34816 members 
Mstep: Class 9 contains 42189 members 
Mstep: Class 10 contains 14544 members 
Mstep: Class 11 contains 36312 members 
Mstep: Class 12 contains 45461 members 
Mstep: Class 13 contains 3013 members 
Mstep: Class 14 contains 81339 members 
Mstep: Class 15 contains 35147 members 
Mstep: Class 16 contains 66471 members 
Mstep: Class 17 contains 131666 members 
Mstep: Class 18 contains 30833 members 
Mstep: Class 19 contains 7131 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 196677 members 
Mstep: Class 22 contains 542 members 
Mstep: Class 23 contains 2729 members 
Mstep: Class 24 contains 17229 members 
Mstep: Class 25 contains 7185 members 
Mstep: Class 26 contains 6950 members 
Mstep: Class 27 contains 5478 members 
Mstep: Class 28 contains 6417 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943696.000000 Penalty: 103175.226562
Iteration 120F: 31 clusters Score -1.429437e+08 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 144448 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54184 members 
Mstep: Class 5 contains 8248 members 
Mstep: Class 6 contains 49487 members 
Mstep: Class 7 contains 10713 members 
Mstep: Class 8 contains 34813 members 
Mstep: Class 9 contains 42218 members 
Mstep: Class 10 contains 14503 members 
Mstep: Class 11 contains 36299 members 
Mstep: Class 12 contains 45430 members 
Mstep: Class 13 contains 2919 members 
Mstep: Class 14 contains 81335 members 
Mstep: Class 15 contains 35207 members 
Mstep: Class 16 contains 66528 members 
Mstep: Class 17 contains 132319 members 
Mstep: Class 18 contains 30850 members 
Mstep: Class 19 contains 7138 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 196190 members 
Mstep: Class 22 contains 541 members 
Mstep: Class 23 contains 2728 members 
Mstep: Class 24 contains 17232 members 
Mstep: Class 25 contains 7180 members 
Mstep: Class 26 contains 6951 members 
Mstep: Class 27 contains 5480 members 
Mstep: Class 28 contains 6419 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943888.000000 Penalty: 103175.226562
Iteration 121Q: 31 clusters Score -1.429439e+08 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 144351 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54211 members 
Mstep: Class 5 contains 8246 members 
Mstep: Class 6 contains 49453 members 
Mstep: Class 7 contains 10710 members 
Mstep: Class 8 contains 34799 members 
Mstep: Class 9 contains 42242 members 
Mstep: Class 10 contains 14460 members 
Mstep: Class 11 contains 36278 members 
Mstep: Class 12 contains 45402 members 
Mstep: Class 13 contains 2853 members 
Mstep: Class 14 contains 81347 members 
Mstep: Class 15 contains 35269 members 
Mstep: Class 16 contains 66573 members 
Mstep: Class 17 contains 132966 members 
Mstep: Class 18 contains 30864 members 
Mstep: Class 19 contains 7145 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 195638 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2727 members 
Mstep: Class 24 contains 17236 members 
Mstep: Class 25 contains 7180 members 
Mstep: Class 26 contains 6951 members 
Mstep: Class 27 contains 5478 members 
Mstep: Class 28 contains 6418 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 2653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943536.000000 Penalty: 103175.226562
Iteration 122Q: 31 clusters Score -1.429435e+08 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 144272 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54234 members 
Mstep: Class 5 contains 8246 members 
Mstep: Class 6 contains 49429 members 
Mstep: Class 7 contains 10711 members 
Mstep: Class 8 contains 34791 members 
Mstep: Class 9 contains 42265 members 
Mstep: Class 10 contains 14419 members 
Mstep: Class 11 contains 36264 members 
Mstep: Class 12 contains 45374 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 81331 members 
Mstep: Class 15 contains 35323 members 
Mstep: Class 16 contains 66599 members 
Mstep: Class 17 contains 133636 members 
Mstep: Class 18 contains 30883 members 
Mstep: Class 19 contains 7148 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 195060 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2727 members 
Mstep: Class 24 contains 17240 members 
Mstep: Class 25 contains 7179 members 
Mstep: Class 26 contains 6953 members 
Mstep: Class 27 contains 5479 members 
Mstep: Class 28 contains 6418 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943440.000000 Penalty: 103175.226562
Iteration 123Q: 31 clusters Score -1.429434e+08 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 144249 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54236 members 
Mstep: Class 5 contains 8247 members 
Mstep: Class 6 contains 49406 members 
Mstep: Class 7 contains 10709 members 
Mstep: Class 8 contains 34776 members 
Mstep: Class 9 contains 42321 members 
Mstep: Class 10 contains 14380 members 
Mstep: Class 11 contains 36252 members 
Mstep: Class 12 contains 45373 members 
Mstep: Class 13 contains 2747 members 
Mstep: Class 14 contains 81299 members 
Mstep: Class 15 contains 35398 members 
Mstep: Class 16 contains 66627 members 
Mstep: Class 17 contains 134230 members 
Mstep: Class 18 contains 30889 members 
Mstep: Class 19 contains 7154 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 194465 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2728 members 
Mstep: Class 24 contains 17243 members 
Mstep: Class 25 contains 7177 members 
Mstep: Class 26 contains 6952 members 
Mstep: Class 27 contains 5480 members 
Mstep: Class 28 contains 6418 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943264.000000 Penalty: 103175.226562
Iteration 124Q: 31 clusters Score -1.429433e+08 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 144220 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54244 members 
Mstep: Class 5 contains 8250 members 
Mstep: Class 6 contains 49407 members 
Mstep: Class 7 contains 10713 members 
Mstep: Class 8 contains 34761 members 
Mstep: Class 9 contains 42391 members 
Mstep: Class 10 contains 14349 members 
Mstep: Class 11 contains 36216 members 
Mstep: Class 12 contains 45383 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 81272 members 
Mstep: Class 15 contains 35469 members 
Mstep: Class 16 contains 66605 members 
Mstep: Class 17 contains 134788 members 
Mstep: Class 18 contains 30886 members 
Mstep: Class 19 contains 7167 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 193932 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2728 members 
Mstep: Class 24 contains 17248 members 
Mstep: Class 25 contains 7172 members 
Mstep: Class 26 contains 6952 members 
Mstep: Class 27 contains 5484 members 
Mstep: Class 28 contains 6417 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942928.000000 Penalty: 103175.226562
Iteration 125Q: 31 clusters Score -1.429429e+08 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 144190 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54243 members 
Mstep: Class 5 contains 8251 members 
Mstep: Class 6 contains 49393 members 
Mstep: Class 7 contains 10716 members 
Mstep: Class 8 contains 34747 members 
Mstep: Class 9 contains 42426 members 
Mstep: Class 10 contains 14322 members 
Mstep: Class 11 contains 36190 members 
Mstep: Class 12 contains 45427 members 
Mstep: Class 13 contains 2639 members 
Mstep: Class 14 contains 81252 members 
Mstep: Class 15 contains 35509 members 
Mstep: Class 16 contains 66600 members 
Mstep: Class 17 contains 135301 members 
Mstep: Class 18 contains 30893 members 
Mstep: Class 19 contains 7189 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 193439 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2730 members 
Mstep: Class 24 contains 17253 members 
Mstep: Class 25 contains 7169 members 
Mstep: Class 26 contains 6952 members 
Mstep: Class 27 contains 5485 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942624.000000 Penalty: 103175.226562
Iteration 126Q: 31 clusters Score -1.429426e+08 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 144147 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54253 members 
Mstep: Class 5 contains 8244 members 
Mstep: Class 6 contains 49364 members 
Mstep: Class 7 contains 10716 members 
Mstep: Class 8 contains 34726 members 
Mstep: Class 9 contains 42467 members 
Mstep: Class 10 contains 14295 members 
Mstep: Class 11 contains 36170 members 
Mstep: Class 12 contains 45428 members 
Mstep: Class 13 contains 2593 members 
Mstep: Class 14 contains 81257 members 
Mstep: Class 15 contains 35567 members 
Mstep: Class 16 contains 66621 members 
Mstep: Class 17 contains 135764 members 
Mstep: Class 18 contains 30893 members 
Mstep: Class 19 contains 7210 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 193000 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2732 members 
Mstep: Class 24 contains 17264 members 
Mstep: Class 25 contains 7165 members 
Mstep: Class 26 contains 6952 members 
Mstep: Class 27 contains 5485 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2653 members 
Entering Unmasked Estep 
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Score: -142942400.000000 Penalty: 103175.226562
Iteration 127Q: 31 clusters Score -1.429424e+08 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 144154 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54236 members 
Mstep: Class 5 contains 8242 members 
Mstep: Class 6 contains 49335 members 
Mstep: Class 7 contains 10724 members 
Mstep: Class 8 contains 34715 members 
Mstep: Class 9 contains 42485 members 
Mstep: Class 10 contains 14265 members 
Mstep: Class 11 contains 36165 members 
Mstep: Class 12 contains 45435 members 
Mstep: Class 13 contains 2550 members 
Mstep: Class 14 contains 81251 members 
Mstep: Class 15 contains 35621 members 
Mstep: Class 16 contains 66642 members 
Mstep: Class 17 contains 136182 members 
Mstep: Class 18 contains 30887 members 
Mstep: Class 19 contains 7227 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 192587 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2733 members 
Mstep: Class 24 contains 17273 members 
Mstep: Class 25 contains 7162 members 
Mstep: Class 26 contains 6953 members 
Mstep: Class 27 contains 5486 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942336.000000 Penalty: 103175.226562
Iteration 128Q: 31 clusters Score -1.429423e+08 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 144173 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54232 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 49308 members 
Mstep: Class 7 contains 10717 members 
Mstep: Class 8 contains 34706 members 
Mstep: Class 9 contains 42510 members 
Mstep: Class 10 contains 14246 members 
Mstep: Class 11 contains 36152 members 
Mstep: Class 12 contains 45443 members 
Mstep: Class 13 contains 2510 members 
Mstep: Class 14 contains 81260 members 
Mstep: Class 15 contains 35672 members 
Mstep: Class 16 contains 66650 members 
Mstep: Class 17 contains 136522 members 
Mstep: Class 18 contains 30901 members 
Mstep: Class 19 contains 7236 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 192206 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2731 members 
Mstep: Class 24 contains 17279 members 
Mstep: Class 25 contains 7159 members 
Mstep: Class 26 contains 6954 members 
Mstep: Class 27 contains 5487 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 2654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942512.000000 Penalty: 103175.226562
Iteration 129Q: 31 clusters Score -1.429425e+08 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 144191 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54229 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 49276 members 
Mstep: Class 7 contains 10712 members 
Mstep: Class 8 contains 34705 members 
Mstep: Class 9 contains 42505 members 
Mstep: Class 10 contains 14239 members 
Mstep: Class 11 contains 36126 members 
Mstep: Class 12 contains 45449 members 
Mstep: Class 13 contains 2467 members 
Mstep: Class 14 contains 81277 members 
Mstep: Class 15 contains 35705 members 
Mstep: Class 16 contains 66668 members 
Mstep: Class 17 contains 136845 members 
Mstep: Class 18 contains 30902 members 
Mstep: Class 19 contains 7250 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 191879 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2730 members 
Mstep: Class 24 contains 17286 members 
Mstep: Class 25 contains 7155 members 
Mstep: Class 26 contains 6954 members 
Mstep: Class 27 contains 5487 members 
Mstep: Class 28 contains 6417 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 2658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942352.000000 Penalty: 103175.226562
Iteration 130Q: 31 clusters Score -1.429424e+08 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 144268 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54230 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 49235 members 
Mstep: Class 7 contains 10709 members 
Mstep: Class 8 contains 34698 members 
Mstep: Class 9 contains 42532 members 
Mstep: Class 10 contains 14240 members 
Mstep: Class 11 contains 36122 members 
Mstep: Class 12 contains 45455 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 81282 members 
Mstep: Class 15 contains 35728 members 
Mstep: Class 16 contains 66661 members 
Mstep: Class 17 contains 137106 members 
Mstep: Class 18 contains 30898 members 
Mstep: Class 19 contains 7267 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 191568 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2729 members 
Mstep: Class 24 contains 17294 members 
Mstep: Class 25 contains 7154 members 
Mstep: Class 26 contains 6955 members 
Mstep: Class 27 contains 5488 members 
Mstep: Class 28 contains 6417 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942032.000000 Penalty: 103175.226562
Iteration 131Q: 31 clusters Score -1.42942e+08 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 144329 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54249 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 49195 members 
Mstep: Class 7 contains 10714 members 
Mstep: Class 8 contains 34689 members 
Mstep: Class 9 contains 42563 members 
Mstep: Class 10 contains 14233 members 
Mstep: Class 11 contains 36104 members 
Mstep: Class 12 contains 45466 members 
Mstep: Class 13 contains 2372 members 
Mstep: Class 14 contains 81282 members 
Mstep: Class 15 contains 35768 members 
Mstep: Class 16 contains 66675 members 
Mstep: Class 17 contains 137290 members 
Mstep: Class 18 contains 30884 members 
Mstep: Class 19 contains 7277 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 191317 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2730 members 
Mstep: Class 24 contains 17300 members 
Mstep: Class 25 contains 7149 members 
Mstep: Class 26 contains 6956 members 
Mstep: Class 27 contains 5487 members 
Mstep: Class 28 contains 6418 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941712.000000 Penalty: 103175.226562
Iteration 132Q: 31 clusters Score -1.429417e+08 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 144384 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54257 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 49183 members 
Mstep: Class 7 contains 10712 members 
Mstep: Class 8 contains 34679 members 
Mstep: Class 9 contains 42584 members 
Mstep: Class 10 contains 14223 members 
Mstep: Class 11 contains 36112 members 
Mstep: Class 12 contains 45495 members 
Mstep: Class 13 contains 2340 members 
Mstep: Class 14 contains 81281 members 
Mstep: Class 15 contains 35812 members 
Mstep: Class 16 contains 66658 members 
Mstep: Class 17 contains 137433 members 
Mstep: Class 18 contains 30878 members 
Mstep: Class 19 contains 7290 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 191073 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2732 members 
Mstep: Class 24 contains 17304 members 
Mstep: Class 25 contains 7145 members 
Mstep: Class 26 contains 6958 members 
Mstep: Class 27 contains 5488 members 
Mstep: Class 28 contains 6419 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941632.000000 Penalty: 103175.226562
Iteration 133Q: 31 clusters Score -1.429416e+08 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 144477 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54249 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 49162 members 
Mstep: Class 7 contains 10721 members 
Mstep: Class 8 contains 34665 members 
Mstep: Class 9 contains 42602 members 
Mstep: Class 10 contains 14211 members 
Mstep: Class 11 contains 36110 members 
Mstep: Class 12 contains 45517 members 
Mstep: Class 13 contains 2306 members 
Mstep: Class 14 contains 81297 members 
Mstep: Class 15 contains 35852 members 
Mstep: Class 16 contains 66660 members 
Mstep: Class 17 contains 137538 members 
Mstep: Class 18 contains 30875 members 
Mstep: Class 19 contains 7302 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 190824 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2732 members 
Mstep: Class 24 contains 17320 members 
Mstep: Class 25 contains 7140 members 
Mstep: Class 26 contains 6957 members 
Mstep: Class 27 contains 5491 members 
Mstep: Class 28 contains 6419 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941776.000000 Penalty: 103175.226562
Iteration 134Q: 31 clusters Score -1.429418e+08 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 144534 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54231 members 
Mstep: Class 5 contains 8239 members 
Mstep: Class 6 contains 49144 members 
Mstep: Class 7 contains 10727 members 
Mstep: Class 8 contains 34655 members 
Mstep: Class 9 contains 42623 members 
Mstep: Class 10 contains 14200 members 
Mstep: Class 11 contains 36122 members 
Mstep: Class 12 contains 45558 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 81316 members 
Mstep: Class 15 contains 35888 members 
Mstep: Class 16 contains 66653 members 
Mstep: Class 17 contains 137607 members 
Mstep: Class 18 contains 30878 members 
Mstep: Class 19 contains 7318 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 190626 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2732 members 
Mstep: Class 24 contains 17327 members 
Mstep: Class 25 contains 7139 members 
Mstep: Class 26 contains 6959 members 
Mstep: Class 27 contains 5495 members 
Mstep: Class 28 contains 6419 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 2667 members 
Entering Unmasked Estep 
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Score: -142941648.000000 Penalty: 103175.226562
Iteration 135Q: 31 clusters Score -1.429416e+08 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 144595 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54225 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 49118 members 
Mstep: Class 7 contains 10725 members 
Mstep: Class 8 contains 34648 members 
Mstep: Class 9 contains 42644 members 
Mstep: Class 10 contains 14192 members 
Mstep: Class 11 contains 36125 members 
Mstep: Class 12 contains 45632 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 81332 members 
Mstep: Class 15 contains 35927 members 
Mstep: Class 16 contains 66651 members 
Mstep: Class 17 contains 137599 members 
Mstep: Class 18 contains 30878 members 
Mstep: Class 19 contains 7333 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 190485 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2732 members 
Mstep: Class 24 contains 17337 members 
Mstep: Class 25 contains 7132 members 
Mstep: Class 26 contains 6960 members 
Mstep: Class 27 contains 5497 members 
Mstep: Class 28 contains 6417 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 2668 members 
Entering Unmasked Estep 
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Iteration 136Q: 31 clusters Score -1.429416e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 144679 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54226 members 
Mstep: Class 5 contains 8234 members 
Mstep: Class 6 contains 49106 members 
Mstep: Class 7 contains 10730 members 
Mstep: Class 8 contains 34641 members 
Mstep: Class 9 contains 42653 members 
Mstep: Class 10 contains 14181 members 
Mstep: Class 11 contains 36135 members 
Mstep: Class 12 contains 45687 members 
Mstep: Class 13 contains 2218 members 
Mstep: Class 14 contains 81343 members 
Mstep: Class 15 contains 35989 members 
Mstep: Class 16 contains 66639 members 
Mstep: Class 17 contains 137517 members 
Mstep: Class 18 contains 30877 members 
Mstep: Class 19 contains 7352 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 190379 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2731 members 
Mstep: Class 24 contains 17350 members 
Mstep: Class 25 contains 7126 members 
Mstep: Class 26 contains 6959 members 
Mstep: Class 27 contains 5494 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 2669 members 
Entering Unmasked Estep 
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Iteration 137Q: 31 clusters Score -1.429415e+08 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 144778 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54246 members 
Mstep: Class 5 contains 8233 members 
Mstep: Class 6 contains 49096 members 
Mstep: Class 7 contains 10733 members 
Mstep: Class 8 contains 34633 members 
Mstep: Class 9 contains 42667 members 
Mstep: Class 10 contains 14185 members 
Mstep: Class 11 contains 36141 members 
Mstep: Class 12 contains 45751 members 
Mstep: Class 13 contains 2196 members 
Mstep: Class 14 contains 81336 members 
Mstep: Class 15 contains 36049 members 
Mstep: Class 16 contains 66617 members 
Mstep: Class 17 contains 137412 members 
Mstep: Class 18 contains 30872 members 
Mstep: Class 19 contains 7369 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 190264 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2730 members 
Mstep: Class 24 contains 17363 members 
Mstep: Class 25 contains 7117 members 
Mstep: Class 26 contains 6959 members 
Mstep: Class 27 contains 5495 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 2671 members 
Entering Unmasked Estep 
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Iteration 138Q: 31 clusters Score -1.429416e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 144858 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54269 members 
Mstep: Class 5 contains 8239 members 
Mstep: Class 6 contains 49091 members 
Mstep: Class 7 contains 10735 members 
Mstep: Class 8 contains 34627 members 
Mstep: Class 9 contains 42669 members 
Mstep: Class 10 contains 14181 members 
Mstep: Class 11 contains 36136 members 
Mstep: Class 12 contains 45806 members 
Mstep: Class 13 contains 2182 members 
Mstep: Class 14 contains 81335 members 
Mstep: Class 15 contains 36109 members 
Mstep: Class 16 contains 66615 members 
Mstep: Class 17 contains 137313 members 
Mstep: Class 18 contains 30866 members 
Mstep: Class 19 contains 7384 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 190159 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2727 members 
Mstep: Class 24 contains 17375 members 
Mstep: Class 25 contains 7107 members 
Mstep: Class 26 contains 6960 members 
Mstep: Class 27 contains 5495 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 2675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941888.000000 Penalty: 103175.226562
Iteration 139Q: 31 clusters Score -1.429419e+08 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 144902 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54277 members 
Mstep: Class 5 contains 8243 members 
Mstep: Class 6 contains 49085 members 
Mstep: Class 7 contains 10741 members 
Mstep: Class 8 contains 34625 members 
Mstep: Class 9 contains 42678 members 
Mstep: Class 10 contains 14167 members 
Mstep: Class 11 contains 36129 members 
Mstep: Class 12 contains 45870 members 
Mstep: Class 13 contains 2168 members 
Mstep: Class 14 contains 81344 members 
Mstep: Class 15 contains 36171 members 
Mstep: Class 16 contains 66616 members 
Mstep: Class 17 contains 137203 members 
Mstep: Class 18 contains 30867 members 
Mstep: Class 19 contains 7398 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 190085 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17389 members 
Mstep: Class 25 contains 7091 members 
Mstep: Class 26 contains 6959 members 
Mstep: Class 27 contains 5497 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 2679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941696.000000 Penalty: 103175.226562
Iteration 140F: 31 clusters Score -1.429417e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 144942 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54287 members 
Mstep: Class 5 contains 8242 members 
Mstep: Class 6 contains 49056 members 
Mstep: Class 7 contains 10742 members 
Mstep: Class 8 contains 34616 members 
Mstep: Class 9 contains 42681 members 
Mstep: Class 10 contains 14157 members 
Mstep: Class 11 contains 36117 members 
Mstep: Class 12 contains 45927 members 
Mstep: Class 13 contains 2149 members 
Mstep: Class 14 contains 81356 members 
Mstep: Class 15 contains 36242 members 
Mstep: Class 16 contains 66623 members 
Mstep: Class 17 contains 137107 members 
Mstep: Class 18 contains 30872 members 
Mstep: Class 19 contains 7412 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 190021 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17406 members 
Mstep: Class 25 contains 7083 members 
Mstep: Class 26 contains 6959 members 
Mstep: Class 27 contains 5500 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 2686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941680.000000 Penalty: 103175.226562
Iteration 141Q: 31 clusters Score -1.429417e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 144999 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54282 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 49049 members 
Mstep: Class 7 contains 10741 members 
Mstep: Class 8 contains 34608 members 
Mstep: Class 9 contains 42673 members 
Mstep: Class 10 contains 14156 members 
Mstep: Class 11 contains 36107 members 
Mstep: Class 12 contains 45997 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 81370 members 
Mstep: Class 15 contains 36286 members 
Mstep: Class 16 contains 66604 members 
Mstep: Class 17 contains 137007 members 
Mstep: Class 18 contains 30874 members 
Mstep: Class 19 contains 7430 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 189979 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2724 members 
Mstep: Class 24 contains 17425 members 
Mstep: Class 25 contains 7069 members 
Mstep: Class 26 contains 6958 members 
Mstep: Class 27 contains 5498 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 2690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941536.000000 Penalty: 103175.226562
Iteration 142Q: 31 clusters Score -1.429415e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 145097 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54294 members 
Mstep: Class 5 contains 8243 members 
Mstep: Class 6 contains 49039 members 
Mstep: Class 7 contains 10740 members 
Mstep: Class 8 contains 34601 members 
Mstep: Class 9 contains 42670 members 
Mstep: Class 10 contains 14156 members 
Mstep: Class 11 contains 36092 members 
Mstep: Class 12 contains 46050 members 
Mstep: Class 13 contains 2140 members 
Mstep: Class 14 contains 81379 members 
Mstep: Class 15 contains 36323 members 
Mstep: Class 16 contains 66591 members 
Mstep: Class 17 contains 136885 members 
Mstep: Class 18 contains 30869 members 
Mstep: Class 19 contains 7444 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 189932 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 17447 members 
Mstep: Class 25 contains 7049 members 
Mstep: Class 26 contains 6958 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 2691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942016.000000 Penalty: 103175.226562
Iteration 143Q: 31 clusters Score -1.42942e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 145187 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54300 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 49027 members 
Mstep: Class 7 contains 10736 members 
Mstep: Class 8 contains 34595 members 
Mstep: Class 9 contains 42676 members 
Mstep: Class 10 contains 14147 members 
Mstep: Class 11 contains 36086 members 
Mstep: Class 12 contains 46107 members 
Mstep: Class 13 contains 2138 members 
Mstep: Class 14 contains 81397 members 
Mstep: Class 15 contains 36352 members 
Mstep: Class 16 contains 66585 members 
Mstep: Class 17 contains 136782 members 
Mstep: Class 18 contains 30866 members 
Mstep: Class 19 contains 7449 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 189865 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17464 members 
Mstep: Class 25 contains 7035 members 
Mstep: Class 26 contains 6958 members 
Mstep: Class 27 contains 5497 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 2691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941888.000000 Penalty: 103175.226562
Iteration 144Q: 31 clusters Score -1.429419e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 145246 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54298 members 
Mstep: Class 5 contains 8245 members 
Mstep: Class 6 contains 49021 members 
Mstep: Class 7 contains 10732 members 
Mstep: Class 8 contains 34585 members 
Mstep: Class 9 contains 42681 members 
Mstep: Class 10 contains 14140 members 
Mstep: Class 11 contains 36080 members 
Mstep: Class 12 contains 46169 members 
Mstep: Class 13 contains 2138 members 
Mstep: Class 14 contains 81433 members 
Mstep: Class 15 contains 36374 members 
Mstep: Class 16 contains 66567 members 
Mstep: Class 17 contains 136700 members 
Mstep: Class 18 contains 30857 members 
Mstep: Class 19 contains 7456 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 189809 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17481 members 
Mstep: Class 25 contains 7019 members 
Mstep: Class 26 contains 6958 members 
Mstep: Class 27 contains 5499 members 
Mstep: Class 28 contains 6413 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 2691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941888.000000 Penalty: 103175.226562
Iteration 145Q: 31 clusters Score -1.429419e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 145267 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54303 members 
Mstep: Class 5 contains 8250 members 
Mstep: Class 6 contains 49019 members 
Mstep: Class 7 contains 10729 members 
Mstep: Class 8 contains 34579 members 
Mstep: Class 9 contains 42682 members 
Mstep: Class 10 contains 14136 members 
Mstep: Class 11 contains 36074 members 
Mstep: Class 12 contains 46216 members 
Mstep: Class 13 contains 2132 members 
Mstep: Class 14 contains 81448 members 
Mstep: Class 15 contains 36418 members 
Mstep: Class 16 contains 66542 members 
Mstep: Class 17 contains 136640 members 
Mstep: Class 18 contains 30850 members 
Mstep: Class 19 contains 7461 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 189782 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 17505 members 
Mstep: Class 25 contains 6993 members 
Mstep: Class 26 contains 6961 members 
Mstep: Class 27 contains 5500 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 2691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941696.000000 Penalty: 103175.226562
Iteration 146Q: 31 clusters Score -1.429417e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 145307 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54308 members 
Mstep: Class 5 contains 8247 members 
Mstep: Class 6 contains 49007 members 
Mstep: Class 7 contains 10729 members 
Mstep: Class 8 contains 34566 members 
Mstep: Class 9 contains 42680 members 
Mstep: Class 10 contains 14134 members 
Mstep: Class 11 contains 36068 members 
Mstep: Class 12 contains 46269 members 
Mstep: Class 13 contains 2126 members 
Mstep: Class 14 contains 81466 members 
Mstep: Class 15 contains 36470 members 
Mstep: Class 16 contains 66516 members 
Mstep: Class 17 contains 136562 members 
Mstep: Class 18 contains 30845 members 
Mstep: Class 19 contains 7466 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 189747 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 17533 members 
Mstep: Class 25 contains 6971 members 
Mstep: Class 26 contains 6963 members 
Mstep: Class 27 contains 5501 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942320.000000 Penalty: 103175.226562
Iteration 147Q: 31 clusters Score -1.429423e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 145325 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54312 members 
Mstep: Class 5 contains 8245 members 
Mstep: Class 6 contains 49000 members 
Mstep: Class 7 contains 10727 members 
Mstep: Class 8 contains 34560 members 
Mstep: Class 9 contains 42677 members 
Mstep: Class 10 contains 14131 members 
Mstep: Class 11 contains 36079 members 
Mstep: Class 12 contains 46325 members 
Mstep: Class 13 contains 2121 members 
Mstep: Class 14 contains 81497 members 
Mstep: Class 15 contains 36508 members 
Mstep: Class 16 contains 66485 members 
Mstep: Class 17 contains 136507 members 
Mstep: Class 18 contains 30845 members 
Mstep: Class 19 contains 7472 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 189686 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17552 members 
Mstep: Class 25 contains 6959 members 
Mstep: Class 26 contains 6964 members 
Mstep: Class 27 contains 5500 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941824.000000 Penalty: 103175.226562
Iteration 148Q: 31 clusters Score -1.429418e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 145300 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54321 members 
Mstep: Class 5 contains 8245 members 
Mstep: Class 6 contains 48999 members 
Mstep: Class 7 contains 10724 members 
Mstep: Class 8 contains 34556 members 
Mstep: Class 9 contains 42674 members 
Mstep: Class 10 contains 14140 members 
Mstep: Class 11 contains 36080 members 
Mstep: Class 12 contains 46376 members 
Mstep: Class 13 contains 2120 members 
Mstep: Class 14 contains 81517 members 
Mstep: Class 15 contains 36550 members 
Mstep: Class 16 contains 66452 members 
Mstep: Class 17 contains 136438 members 
Mstep: Class 18 contains 30850 members 
Mstep: Class 19 contains 7475 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 189680 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17567 members 
Mstep: Class 25 contains 6946 members 
Mstep: Class 26 contains 6964 members 
Mstep: Class 27 contains 5500 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941632.000000 Penalty: 103175.226562
Iteration 149Q: 31 clusters Score -1.429416e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 145278 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54334 members 
Mstep: Class 5 contains 8243 members 
Mstep: Class 6 contains 49008 members 
Mstep: Class 7 contains 10723 members 
Mstep: Class 8 contains 34552 members 
Mstep: Class 9 contains 42665 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 11 contains 36073 members 
Mstep: Class 12 contains 46432 members 
Mstep: Class 13 contains 2115 members 
Mstep: Class 14 contains 81542 members 
Mstep: Class 15 contains 36588 members 
Mstep: Class 16 contains 66435 members 
Mstep: Class 17 contains 136375 members 
Mstep: Class 18 contains 30851 members 
Mstep: Class 19 contains 7482 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 189661 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17576 members 
Mstep: Class 25 contains 6939 members 
Mstep: Class 26 contains 6964 members 
Mstep: Class 27 contains 5499 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941696.000000 Penalty: 103175.226562
Iteration 150Q: 31 clusters Score -1.429417e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 145299 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54351 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 48999 members 
Mstep: Class 7 contains 10721 members 
Mstep: Class 8 contains 34545 members 
Mstep: Class 9 contains 42669 members 
Mstep: Class 10 contains 14135 members 
Mstep: Class 11 contains 36073 members 
Mstep: Class 12 contains 46479 members 
Mstep: Class 13 contains 2111 members 
Mstep: Class 14 contains 81567 members 
Mstep: Class 15 contains 36638 members 
Mstep: Class 16 contains 66421 members 
Mstep: Class 17 contains 136308 members 
Mstep: Class 18 contains 30845 members 
Mstep: Class 19 contains 7493 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 189587 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17581 members 
Mstep: Class 25 contains 6933 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 5498 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941616.000000 Penalty: 103175.226562
Iteration 151Q: 31 clusters Score -1.429416e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 145281 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54344 members 
Mstep: Class 5 contains 8243 members 
Mstep: Class 6 contains 49002 members 
Mstep: Class 7 contains 10719 members 
Mstep: Class 8 contains 34542 members 
Mstep: Class 9 contains 42679 members 
Mstep: Class 10 contains 14131 members 
Mstep: Class 11 contains 36071 members 
Mstep: Class 12 contains 46526 members 
Mstep: Class 13 contains 2105 members 
Mstep: Class 14 contains 81596 members 
Mstep: Class 15 contains 36674 members 
Mstep: Class 16 contains 66416 members 
Mstep: Class 17 contains 136253 members 
Mstep: Class 18 contains 30837 members 
Mstep: Class 19 contains 7501 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 189556 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17584 members 
Mstep: Class 25 contains 6929 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5497 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 1343 members 
Mstep: Class 30 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941440.000000 Penalty: 103175.226562
Iteration 152Q: 31 clusters Score -1.429414e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 145232 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54340 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 48996 members 
Mstep: Class 7 contains 10716 members 
Mstep: Class 8 contains 34543 members 
Mstep: Class 9 contains 42686 members 
Mstep: Class 10 contains 14130 members 
Mstep: Class 11 contains 36073 members 
Mstep: Class 12 contains 46561 members 
Mstep: Class 13 contains 2100 members 
Mstep: Class 14 contains 81609 members 
Mstep: Class 15 contains 36711 members 
Mstep: Class 16 contains 66399 members 
Mstep: Class 17 contains 136235 members 
Mstep: Class 18 contains 30832 members 
Mstep: Class 19 contains 7513 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 189551 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17587 members 
Mstep: Class 25 contains 6929 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 5498 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941568.000000 Penalty: 103175.226562
Iteration 153Q: 31 clusters Score -1.429416e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 145183 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54349 members 
Mstep: Class 5 contains 8236 members 
Mstep: Class 6 contains 48989 members 
Mstep: Class 7 contains 10714 members 
Mstep: Class 8 contains 34543 members 
Mstep: Class 9 contains 42689 members 
Mstep: Class 10 contains 14128 members 
Mstep: Class 11 contains 36082 members 
Mstep: Class 12 contains 46598 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 81628 members 
Mstep: Class 15 contains 36738 members 
Mstep: Class 16 contains 66391 members 
Mstep: Class 17 contains 136219 members 
Mstep: Class 18 contains 30833 members 
Mstep: Class 19 contains 7519 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 189519 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17600 members 
Mstep: Class 25 contains 6925 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5498 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941520.000000 Penalty: 103175.226562
Iteration 154Q: 31 clusters Score -1.429415e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 145142 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54354 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 48977 members 
Mstep: Class 7 contains 10713 members 
Mstep: Class 8 contains 34539 members 
Mstep: Class 9 contains 42691 members 
Mstep: Class 10 contains 14122 members 
Mstep: Class 11 contains 36092 members 
Mstep: Class 12 contains 46644 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 81647 members 
Mstep: Class 15 contains 36764 members 
Mstep: Class 16 contains 66380 members 
Mstep: Class 17 contains 136224 members 
Mstep: Class 18 contains 30834 members 
Mstep: Class 19 contains 7525 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 189470 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17608 members 
Mstep: Class 25 contains 6920 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5498 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941472.000000 Penalty: 103175.226562
Iteration 155Q: 31 clusters Score -1.429415e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 145111 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54358 members 
Mstep: Class 5 contains 8236 members 
Mstep: Class 6 contains 48970 members 
Mstep: Class 7 contains 10713 members 
Mstep: Class 8 contains 34539 members 
Mstep: Class 9 contains 42699 members 
Mstep: Class 10 contains 14119 members 
Mstep: Class 11 contains 36093 members 
Mstep: Class 12 contains 46674 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 81675 members 
Mstep: Class 15 contains 36777 members 
Mstep: Class 16 contains 66360 members 
Mstep: Class 17 contains 136239 members 
Mstep: Class 18 contains 30838 members 
Mstep: Class 19 contains 7532 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 189418 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17616 members 
Mstep: Class 25 contains 6915 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5498 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941728.000000 Penalty: 103175.226562
Iteration 156Q: 31 clusters Score -1.429417e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 145090 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54361 members 
Mstep: Class 5 contains 8236 members 
Mstep: Class 6 contains 48960 members 
Mstep: Class 7 contains 10710 members 
Mstep: Class 8 contains 34542 members 
Mstep: Class 9 contains 42701 members 
Mstep: Class 10 contains 14116 members 
Mstep: Class 11 contains 36093 members 
Mstep: Class 12 contains 46709 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 81704 members 
Mstep: Class 15 contains 36811 members 
Mstep: Class 16 contains 66334 members 
Mstep: Class 17 contains 136253 members 
Mstep: Class 18 contains 30837 members 
Mstep: Class 19 contains 7537 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 189355 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 17617 members 
Mstep: Class 25 contains 6914 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5498 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941728.000000 Penalty: 103175.226562
Iteration 157Q: 31 clusters Score -1.429417e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 145048 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54368 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 48961 members 
Mstep: Class 7 contains 10710 members 
Mstep: Class 8 contains 34540 members 
Mstep: Class 9 contains 42703 members 
Mstep: Class 10 contains 14117 members 
Mstep: Class 11 contains 36094 members 
Mstep: Class 12 contains 46740 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 81732 members 
Mstep: Class 15 contains 36842 members 
Mstep: Class 16 contains 66316 members 
Mstep: Class 17 contains 136253 members 
Mstep: Class 18 contains 30832 members 
Mstep: Class 19 contains 7542 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 189313 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17619 members 
Mstep: Class 25 contains 6912 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5497 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 1343 members 
Mstep: Class 30 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941696.000000 Penalty: 103175.226562
Iteration 158Q: 31 clusters Score -1.429417e+08 nChanged 484
Entering ConstructFrom: 
Score: -142941696.000000 Penalty: 103175.226562
Entering ConstructFrom: 
Trying to split cluster 1 (8400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Entering Unmasked Estep 
Score: -1144735.000000 Penalty: 2240.924805
	Iteration 0F: 2 clusters Score -1144735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1138100.625000 Penalty: 4481.849609
	Iteration 0F: 3 clusters Score -1138101 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1139969.750000 Penalty: 4481.849609
	Iteration 1F: 3 clusters Score -1139970 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1140288.750000 Penalty: 4481.849609
	Iteration 2F: 3 clusters Score -1140289 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1140585.500000 Penalty: 4481.849609
	Iteration 3F: 3 clusters Score -1140586 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1140877.625000 Penalty: 4481.849609
	Iteration 4F: 3 clusters Score -1140878 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1141146.875000 Penalty: 4481.849609
	Iteration 5Q: 3 clusters Score -1141147 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1141466.875000 Penalty: 4481.849609
	Iteration 6Q: 3 clusters Score -1141467 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1141948.250000 Penalty: 4481.849609
	Iteration 7F: 3 clusters Score -1141948 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1142692.750000 Penalty: 4481.849609
	Iteration 8F: 3 clusters Score -1142693 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1143561.750000 Penalty: 4481.849609
	Iteration 9F: 3 clusters Score -1143562 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1144278.625000 Penalty: 4481.849609
	Iteration 10F: 3 clusters Score -1144279 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1144649.000000 Penalty: 4481.849609
	Iteration 11Q: 3 clusters Score -1144649 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1144747.625000 Penalty: 4481.849609
	Iteration 12Q: 3 clusters Score -1144748 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1144778.250000 Penalty: 4481.849609
	Iteration 13Q: 3 clusters Score -1144778 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1144790.625000 Penalty: 4481.849609
	Iteration 14Q: 3 clusters Score -1144791 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1144796.750000 Penalty: 4481.849609
	Iteration 15Q: 3 clusters Score -1144797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1144807.500000 Penalty: 4481.849609
	Iteration 16Q: 3 clusters Score -1144808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1144812.000000 Penalty: 4481.849609
	Iteration 17Q: 3 clusters Score -1144812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1144814.500000 Penalty: 4481.849609
	Iteration 18Q: 3 clusters Score -1144814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1144816.250000 Penalty: 4481.849609
	Iteration 19Q: 3 clusters Score -1144816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1144819.875000 Penalty: 4481.849609
	Iteration 20F: 3 clusters Score -1144820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1144816.375000 Penalty: 4481.849609
	Iteration 21Q: 3 clusters Score -1144816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1144817.625000 Penalty: 4481.849609
	Iteration 22Q: 3 clusters Score -1144818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1144820.625000 Penalty: 4481.849609
	Iteration 23Q: 3 clusters Score -1144821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1144822.250000 Penalty: 4481.849609
	Iteration 24Q: 3 clusters Score -1144822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1144823.375000 Penalty: 4481.849609
	Iteration 25Q: 3 clusters Score -1144823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1144822.875000 Penalty: 4481.849609
	Iteration 26Q: 3 clusters Score -1144823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1144822.750000 Penalty: 4481.849609
	Iteration 27Q: 3 clusters Score -1144823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1144822.750000 Penalty: 4481.849609
	Iteration 28F: 3 clusters Score -1144823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 144981 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54380 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 48966 members 
Mstep: Class 7 contains 10711 members 
Mstep: Class 8 contains 34538 members 
Mstep: Class 9 contains 42702 members 
Mstep: Class 10 contains 14115 members 
Mstep: Class 11 contains 36098 members 
Mstep: Class 12 contains 46770 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 81768 members 
Mstep: Class 15 contains 36876 members 
Mstep: Class 16 contains 66292 members 
Mstep: Class 17 contains 136269 members 
Mstep: Class 18 contains 30833 members 
Mstep: Class 19 contains 7546 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 189268 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17622 members 
Mstep: Class 25 contains 6909 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 2619 members 
Entering Unmasked Estep 
Score: -142940752.000000 Penalty: 106614.398438
Splitting cluster 1 changes total score from -142941696.000000 to -142940752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (144981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144981 members 
Entering Unmasked Estep 
Score: -20118694.000000 Penalty: 2947.320801
	Iteration 0F: 2 clusters Score -2.011869e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72210 members 
Mstep: Class 2 contains 72771 members 
Entering Unmasked Estep 
Score: -20023842.000000 Penalty: 5894.641602
	Iteration 0F: 3 clusters Score -2.002384e+07 nChanged 69223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68747 members 
Mstep: Class 2 contains 76234 members 
Entering Unmasked Estep 
Score: -20063848.000000 Penalty: 5894.641602
	Iteration 1F: 3 clusters Score -2.006385e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66405 members 
Mstep: Class 2 contains 78576 members 
Entering Unmasked Estep 
Score: -20064902.000000 Penalty: 5894.641602
	Iteration 2Q: 3 clusters Score -2.00649e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62855 members 
Mstep: Class 2 contains 82126 members 
Entering Unmasked Estep 
Score: -20066696.000000 Penalty: 5894.641602
	Iteration 3Q: 3 clusters Score -2.00667e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 87474 members 
Entering Unmasked Estep 
Score: -20069490.000000 Penalty: 5894.641602
	Iteration 4Q: 3 clusters Score -2.006949e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 95161 members 
Entering Unmasked Estep 
Score: -20074202.000000 Penalty: 5894.641602
	Iteration 5F: 3 clusters Score -2.00742e+07 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 105565 members 
Entering Unmasked Estep 
Score: -20082102.000000 Penalty: 5894.641602
	Iteration 6F: 3 clusters Score -2.00821e+07 nChanged 12345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 117806 members 
Entering Unmasked Estep 
Score: -20092432.000000 Penalty: 5894.641602
	Iteration 7F: 3 clusters Score -2.009243e+07 nChanged 11439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 129207 members 
Entering Unmasked Estep 
Score: -20102514.000000 Penalty: 5894.641602
	Iteration 8F: 3 clusters Score -2.010251e+07 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 137208 members 
Entering Unmasked Estep 
Score: -20109412.000000 Penalty: 5894.641602
	Iteration 9F: 3 clusters Score -2.010941e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 141264 members 
Entering Unmasked Estep 
Score: -20113036.000000 Penalty: 5894.641602
	Iteration 10Q: 3 clusters Score -2.011304e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 143013 members 
Entering Unmasked Estep 
Score: -20114574.000000 Penalty: 5894.641602
	Iteration 11Q: 3 clusters Score -2.011457e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 143697 members 
Entering Unmasked Estep 
Score: -20115302.000000 Penalty: 5894.641602
	Iteration 12Q: 3 clusters Score -2.01153e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 143984 members 
Entering Unmasked Estep 
Score: -20115610.000000 Penalty: 5894.641602
	Iteration 13Q: 3 clusters Score -2.011561e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 144124 members 
Entering Unmasked Estep 
Score: -20115790.000000 Penalty: 5894.641602
	Iteration 14Q: 3 clusters Score -2.011579e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 144196 members 
Entering Unmasked Estep 
Score: -20115898.000000 Penalty: 5894.641602
	Iteration 15Q: 3 clusters Score -2.01159e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 144241 members 
Entering Unmasked Estep 
Score: -20115952.000000 Penalty: 5894.641602
	Iteration 16Q: 3 clusters Score -2.011595e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 144283 members 
Entering Unmasked Estep 
Score: -20116024.000000 Penalty: 5894.641602
	Iteration 17Q: 3 clusters Score -2.011602e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 144308 members 
Entering Unmasked Estep 
Score: -20116048.000000 Penalty: 5894.641602
	Iteration 18Q: 3 clusters Score -2.011605e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 144320 members 
Entering Unmasked Estep 
Score: -20116078.000000 Penalty: 5894.641602
	Iteration 19Q: 3 clusters Score -2.011608e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 144328 members 
Entering Unmasked Estep 
Score: -20116118.000000 Penalty: 5894.641602
	Iteration 20F: 3 clusters Score -2.011612e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 144336 members 
Entering Unmasked Estep 
Score: -20116142.000000 Penalty: 5894.641602
	Iteration 21Q: 3 clusters Score -2.011614e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 144347 members 
Entering Unmasked Estep 
Score: -20116164.000000 Penalty: 5894.641602
	Iteration 22Q: 3 clusters Score -2.011616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 144349 members 
Entering Unmasked Estep 
Score: -20116186.000000 Penalty: 5894.641602
	Iteration 23Q: 3 clusters Score -2.011619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 144352 members 
Entering Unmasked Estep 
Score: -20116190.000000 Penalty: 5894.641602
	Iteration 24Q: 3 clusters Score -2.011619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 144355 members 
Entering Unmasked Estep 
Score: -20116194.000000 Penalty: 5894.641602
	Iteration 25Q: 3 clusters Score -2.011619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 144358 members 
Entering Unmasked Estep 
Score: -20116190.000000 Penalty: 5894.641602
	Iteration 26Q: 3 clusters Score -2.011619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 144363 members 
Entering Unmasked Estep 
Score: -20116186.000000 Penalty: 5894.641602
	Iteration 27Q: 3 clusters Score -2.011619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 144365 members 
Entering Unmasked Estep 
Score: -20116198.000000 Penalty: 5894.641602
	Iteration 28Q: 3 clusters Score -2.01162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 144370 members 
Entering Unmasked Estep 
Score: -20116198.000000 Penalty: 5894.641602
	Iteration 29Q: 3 clusters Score -2.01162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 144374 members 
Entering Unmasked Estep 
Score: -20116202.000000 Penalty: 5894.641602
	Iteration 30Q: 3 clusters Score -2.01162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 144381 members 
Entering Unmasked Estep 
Score: -20116204.000000 Penalty: 5894.641602
	Iteration 31Q: 3 clusters Score -2.01162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 144382 members 
Entering Unmasked Estep 
Score: -20116198.000000 Penalty: 5894.641602
	Iteration 32Q: 3 clusters Score -2.01162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 144383 members 
Entering Unmasked Estep 
Score: -20116196.000000 Penalty: 5894.641602
	Iteration 33Q: 3 clusters Score -2.01162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 144382 members 
Entering Unmasked Estep 
Score: -20116198.000000 Penalty: 5894.641602
	Iteration 34Q: 3 clusters Score -2.01162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 144381 members 
Entering Unmasked Estep 
Score: -20116196.000000 Penalty: 5894.641602
	Iteration 35Q: 3 clusters Score -2.01162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 144380 members 
Entering Unmasked Estep 
Score: -20116202.000000 Penalty: 5894.641602
	Iteration 36Q: 3 clusters Score -2.01162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 144381 members 
Entering Unmasked Estep 
Score: -20116206.000000 Penalty: 5894.641602
	Iteration 37Q: 3 clusters Score -2.011621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 144382 members 
Entering Unmasked Estep 
Score: -20116210.000000 Penalty: 5894.641602
	Iteration 38Q: 3 clusters Score -2.011621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 144382 members 
Entering Unmasked Estep 
Score: -20116210.000000 Penalty: 5894.641602
	Iteration 39F: 3 clusters Score -2.011621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -123549.171875 Penalty: 1703.257568
	Iteration 0F: 2 clusters Score -123549.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -121683.546875 Penalty: 3406.515137
	Iteration 0F: 3 clusters Score -121683.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -122244.625000 Penalty: 3406.515137
	Iteration 1F: 3 clusters Score -122244.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -122624.140625 Penalty: 3406.515137
	Iteration 2F: 3 clusters Score -122624.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -123136.734375 Penalty: 3406.515137
	Iteration 3F: 3 clusters Score -123136.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -123412.296875 Penalty: 3406.515137
	Iteration 4F: 3 clusters Score -123412.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -123473.804688 Penalty: 3406.515137
	Iteration 5Q: 3 clusters Score -123473.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -123498.007812 Penalty: 3406.515137
	Iteration 6Q: 3 clusters Score -123498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -123510.671875 Penalty: 3406.515137
	Iteration 7Q: 3 clusters Score -123510.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -123519.195312 Penalty: 3406.515137
	Iteration 8Q: 3 clusters Score -123519.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -123526.898438 Penalty: 3406.515137
	Iteration 9Q: 3 clusters Score -123526.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -123529.867188 Penalty: 3406.515137
	Iteration 10Q: 3 clusters Score -123529.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -123531.234375 Penalty: 3406.515137
	Iteration 11Q: 3 clusters Score -123531.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -123531.234375 Penalty: 3406.515137
	Iteration 12F: 3 clusters Score -123531.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (54380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Entering Unmasked Estep 
Score: -7647612.500000 Penalty: 2704.130371
	Iteration 0F: 2 clusters Score -7647612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -7610990.500000 Penalty: 5408.260742
	Iteration 0F: 3 clusters Score -7610990 nChanged 25323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -7625095.000000 Penalty: 5408.260742
	Iteration 1F: 3 clusters Score -7625095 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -7625862.000000 Penalty: 5408.260742
	Iteration 2Q: 3 clusters Score -7625862 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -7626772.500000 Penalty: 5408.260742
	Iteration 3Q: 3 clusters Score -7626772 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -7628059.000000 Penalty: 5408.260742
	Iteration 4Q: 3 clusters Score -7628059 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -7629797.000000 Penalty: 5408.260742
	Iteration 5F: 3 clusters Score -7629797 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -7632362.000000 Penalty: 5408.260742
	Iteration 6F: 3 clusters Score -7632362 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -7635438.500000 Penalty: 5408.260742
	Iteration 7F: 3 clusters Score -7635438 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -7638356.000000 Penalty: 5408.260742
	Iteration 8F: 3 clusters Score -7638356 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -7640280.000000 Penalty: 5408.260742
	Iteration 9Q: 3 clusters Score -7640280 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -7641384.500000 Penalty: 5408.260742
	Iteration 10Q: 3 clusters Score -7641384 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -7641875.000000 Penalty: 5408.260742
	Iteration 11Q: 3 clusters Score -7641875 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -7642254.500000 Penalty: 5408.260742
	Iteration 12Q: 3 clusters Score -7642254 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -7642599.500000 Penalty: 5408.260742
	Iteration 13Q: 3 clusters Score -7642600 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -7642882.000000 Penalty: 5408.260742
	Iteration 14Q: 3 clusters Score -7642882 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -7643141.500000 Penalty: 5408.260742
	Iteration 15Q: 3 clusters Score -7643142 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -7643404.000000 Penalty: 5408.260742
	Iteration 16Q: 3 clusters Score -7643404 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -7643669.500000 Penalty: 5408.260742
	Iteration 17Q: 3 clusters Score -7643670 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -7643912.500000 Penalty: 5408.260742
	Iteration 18Q: 3 clusters Score -7643912 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -7644133.000000 Penalty: 5408.260742
	Iteration 19Q: 3 clusters Score -7644133 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -7644360.500000 Penalty: 5408.260742
	Iteration 20F: 3 clusters Score -7644360 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -7644544.000000 Penalty: 5408.260742
	Iteration 21Q: 3 clusters Score -7644544 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -7644736.500000 Penalty: 5408.260742
	Iteration 22Q: 3 clusters Score -7644736 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -7644983.500000 Penalty: 5408.260742
	Iteration 23Q: 3 clusters Score -7644984 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 50525 members 
Entering Unmasked Estep 
Score: -7645114.500000 Penalty: 5408.260742
	Iteration 24Q: 3 clusters Score -7645114 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -7645258.500000 Penalty: 5408.260742
	Iteration 25Q: 3 clusters Score -7645258 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -7645377.500000 Penalty: 5408.260742
	Iteration 26Q: 3 clusters Score -7645378 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
Score: -7645468.000000 Penalty: 5408.260742
	Iteration 27Q: 3 clusters Score -7645468 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 51563 members 
Entering Unmasked Estep 
Score: -7645554.000000 Penalty: 5408.260742
	Iteration 28Q: 3 clusters Score -7645554 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -7645663.500000 Penalty: 5408.260742
	Iteration 29Q: 3 clusters Score -7645664 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -7645728.000000 Penalty: 5408.260742
	Iteration 30Q: 3 clusters Score -7645728 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 52101 members 
Entering Unmasked Estep 
Score: -7645756.500000 Penalty: 5408.260742
	Iteration 31Q: 3 clusters Score -7645756 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 52233 members 
Entering Unmasked Estep 
Score: -7645810.000000 Penalty: 5408.260742
	Iteration 32Q: 3 clusters Score -7645810 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 52334 members 
Entering Unmasked Estep 
Score: -7645866.000000 Penalty: 5408.260742
	Iteration 33Q: 3 clusters Score -7645866 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 52430 members 
Entering Unmasked Estep 
Score: -7645904.000000 Penalty: 5408.260742
	Iteration 34Q: 3 clusters Score -7645904 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 52520 members 
Entering Unmasked Estep 
Score: -7645938.500000 Penalty: 5408.260742
	Iteration 35Q: 3 clusters Score -7645938 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 52623 members 
Entering Unmasked Estep 
Score: -7646014.000000 Penalty: 5408.260742
	Iteration 36Q: 3 clusters Score -7646014 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -7646045.000000 Penalty: 5408.260742
	Iteration 37Q: 3 clusters Score -7646045 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 52769 members 
Entering Unmasked Estep 
Score: -7646078.000000 Penalty: 5408.260742
	Iteration 38Q: 3 clusters Score -7646078 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -7646097.500000 Penalty: 5408.260742
	Iteration 39Q: 3 clusters Score -7646098 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 52862 members 
Entering Unmasked Estep 
Score: -7646110.000000 Penalty: 5408.260742
	Iteration 40F: 3 clusters Score -7646110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -7646122.000000 Penalty: 5408.260742
	Iteration 41Q: 3 clusters Score -7646122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -7646126.500000 Penalty: 5408.260742
	Iteration 42Q: 3 clusters Score -7646126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 52965 members 
Entering Unmasked Estep 
Score: -7646134.000000 Penalty: 5408.260742
	Iteration 43Q: 3 clusters Score -7646134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -7646151.500000 Penalty: 5408.260742
	Iteration 44Q: 3 clusters Score -7646152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -7646169.000000 Penalty: 5408.260742
	Iteration 45Q: 3 clusters Score -7646169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 53045 members 
Entering Unmasked Estep 
Score: -7646173.000000 Penalty: 5408.260742
	Iteration 46Q: 3 clusters Score -7646173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 53065 members 
Entering Unmasked Estep 
Score: -7646177.500000 Penalty: 5408.260742
	Iteration 47Q: 3 clusters Score -7646178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -7646170.000000 Penalty: 5408.260742
	Iteration 48Q: 3 clusters Score -7646170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 53091 members 
Entering Unmasked Estep 
Score: -7646174.500000 Penalty: 5408.260742
	Iteration 49Q: 3 clusters Score -7646174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 53098 members 
Entering Unmasked Estep 
Score: -7646188.000000 Penalty: 5408.260742
	Iteration 50Q: 3 clusters Score -7646188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -7646186.500000 Penalty: 5408.260742
	Iteration 51Q: 3 clusters Score -7646186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 53110 members 
Entering Unmasked Estep 
Score: -7646191.500000 Penalty: 5408.260742
	Iteration 52Q: 3 clusters Score -7646192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -7646198.000000 Penalty: 5408.260742
	Iteration 53Q: 3 clusters Score -7646198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -7646195.000000 Penalty: 5408.260742
	Iteration 54Q: 3 clusters Score -7646195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -7646203.000000 Penalty: 5408.260742
	Iteration 55Q: 3 clusters Score -7646203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 53135 members 
Entering Unmasked Estep 
Score: -7646208.500000 Penalty: 5408.260742
	Iteration 56Q: 3 clusters Score -7646208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -7646208.500000 Penalty: 5408.260742
	Iteration 57Q: 3 clusters Score -7646208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -7646210.000000 Penalty: 5408.260742
	Iteration 58Q: 3 clusters Score -7646210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -7646210.000000 Penalty: 5408.260742
	Iteration 59F: 3 clusters Score -7646210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Entering Unmasked Estep 
Score: -1034080.250000 Penalty: 2236.065186
	Iteration 0F: 2 clusters Score -1034080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1027596.062500 Penalty: 4472.130371
	Iteration 0F: 3 clusters Score -1027596 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1030096.250000 Penalty: 4472.130371
	Iteration 1F: 3 clusters Score -1030096 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1031174.187500 Penalty: 4472.130371
	Iteration 2F: 3 clusters Score -1031174 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1032032.875000 Penalty: 4472.130371
	Iteration 3F: 3 clusters Score -1032033 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1032609.750000 Penalty: 4472.130371
	Iteration 4F: 3 clusters Score -1032610 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1032910.437500 Penalty: 4472.130371
	Iteration 5F: 3 clusters Score -1032910 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1033044.125000 Penalty: 4472.130371
	Iteration 6Q: 3 clusters Score -1033044 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1033112.000000 Penalty: 4472.130371
	Iteration 7Q: 3 clusters Score -1033112 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1033144.312500 Penalty: 4472.130371
	Iteration 8Q: 3 clusters Score -1033144 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1033161.250000 Penalty: 4472.130371
	Iteration 9Q: 3 clusters Score -1033161 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1033169.687500 Penalty: 4472.130371
	Iteration 10Q: 3 clusters Score -1033170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1033176.312500 Penalty: 4472.130371
	Iteration 11Q: 3 clusters Score -1033176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1033180.750000 Penalty: 4472.130371
	Iteration 12Q: 3 clusters Score -1033181 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1033185.375000 Penalty: 4472.130371
	Iteration 13Q: 3 clusters Score -1033185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1033191.062500 Penalty: 4472.130371
	Iteration 14Q: 3 clusters Score -1033191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1033195.250000 Penalty: 4472.130371
	Iteration 15Q: 3 clusters Score -1033195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1033198.125000 Penalty: 4472.130371
	Iteration 16Q: 3 clusters Score -1033198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1033201.125000 Penalty: 4472.130371
	Iteration 17Q: 3 clusters Score -1033201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1033204.812500 Penalty: 4472.130371
	Iteration 18Q: 3 clusters Score -1033205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1033204.625000 Penalty: 4472.130371
	Iteration 19Q: 3 clusters Score -1033205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1033207.875000 Penalty: 4472.130371
	Iteration 20F: 3 clusters Score -1033208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1033206.875000 Penalty: 4472.130371
	Iteration 21Q: 3 clusters Score -1033207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1033205.812500 Penalty: 4472.130371
	Iteration 22Q: 3 clusters Score -1033206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1033206.687500 Penalty: 4472.130371
	Iteration 23Q: 3 clusters Score -1033207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1033206.687500 Penalty: 4472.130371
	Iteration 24F: 3 clusters Score -1033207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Entering Unmasked Estep 
Score: -6821084.000000 Penalty: 2678.122559
	Iteration 0F: 2 clusters Score -6821084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -6788136.000000 Penalty: 5356.245117
	Iteration 0F: 3 clusters Score -6788136 nChanged 22475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -6800640.500000 Penalty: 5356.245117
	Iteration 1F: 3 clusters Score -6800640 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -6801433.500000 Penalty: 5356.245117
	Iteration 2Q: 3 clusters Score -6801434 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -6802386.000000 Penalty: 5356.245117
	Iteration 3Q: 3 clusters Score -6802386 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -6803686.500000 Penalty: 5356.245117
	Iteration 4Q: 3 clusters Score -6803686 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -6805324.000000 Penalty: 5356.245117
	Iteration 5F: 3 clusters Score -6805324 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -6807434.500000 Penalty: 5356.245117
	Iteration 6F: 3 clusters Score -6807434 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -6810014.500000 Penalty: 5356.245117
	Iteration 7F: 3 clusters Score -6810014 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -6812115 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -6813345 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -6814010.500000 Penalty: 5356.245117
	Iteration 10Q: 3 clusters Score -6814010 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -6814290.000000 Penalty: 5356.245117
	Iteration 11Q: 3 clusters Score -6814290 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6814485 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6814602 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6814694 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -6814738.000000 Penalty: 5356.245117
	Iteration 15Q: 3 clusters Score -6814738 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -6814743.500000 Penalty: 5356.245117
	Iteration 16Q: 3 clusters Score -6814744 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -6814801.000000 Penalty: 5356.245117
	Iteration 17Q: 3 clusters Score -6814801 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6814834 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -6814845.500000 Penalty: 5356.245117
	Iteration 19Q: 3 clusters Score -6814846 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -6814861.000000 Penalty: 5356.245117
	Iteration 20F: 3 clusters Score -6814861 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -6814864.500000 Penalty: 5356.245117
	Iteration 21Q: 3 clusters Score -6814864 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -6814885.000000 Penalty: 5356.245117
	Iteration 22Q: 3 clusters Score -6814885 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -6814904.500000 Penalty: 5356.245117
	Iteration 23Q: 3 clusters Score -6814904 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -6814912.000000 Penalty: 5356.245117
	Iteration 24Q: 3 clusters Score -6814912 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -6814909.500000 Penalty: 5356.245117
	Iteration 25Q: 3 clusters Score -6814910 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -6814924.500000 Penalty: 5356.245117
	Iteration 26Q: 3 clusters Score -6814924 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -6814926.000000 Penalty: 5356.245117
	Iteration 27Q: 3 clusters Score -6814926 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6814945 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -6814970.500000 Penalty: 5356.245117
	Iteration 29Q: 3 clusters Score -6814970 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -6814982.500000 Penalty: 5356.245117
	Iteration 30Q: 3 clusters Score -6814982 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -6815003.500000 Penalty: 5356.245117
	Iteration 31Q: 3 clusters Score -6815004 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -6815017.000000 Penalty: 5356.245117
	Iteration 32Q: 3 clusters Score -6815017 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -6815056.500000 Penalty: 5356.245117
	Iteration 33Q: 3 clusters Score -6815056 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -6815062.500000 Penalty: 5356.245117
	Iteration 34Q: 3 clusters Score -6815062 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -6815070.000000 Penalty: 5356.245117
	Iteration 35Q: 3 clusters Score -6815070 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6815090 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -6815091.000000 Penalty: 5356.245117
	Iteration 37Q: 3 clusters Score -6815091 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6815116 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -6815159.000000 Penalty: 5356.245117
	Iteration 39Q: 3 clusters Score -6815159 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -6815167.000000 Penalty: 5356.245117
	Iteration 40F: 3 clusters Score -6815167 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -6815187.000000 Penalty: 5356.245117
	Iteration 41Q: 3 clusters Score -6815187 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -6815193.000000 Penalty: 5356.245117
	Iteration 42Q: 3 clusters Score -6815193 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6815194 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -6815191.000000 Penalty: 5356.245117
	Iteration 44Q: 3 clusters Score -6815191 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -6815213.500000 Penalty: 5356.245117
	Iteration 45Q: 3 clusters Score -6815214 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -6815207.500000 Penalty: 5356.245117
	Iteration 46Q: 3 clusters Score -6815208 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26545 members 
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Entering Unmasked Estep 
Score: -6815240.500000 Penalty: 5356.245117
	Iteration 47Q: 3 clusters Score -6815240 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -6815246.000000 Penalty: 5356.245117
	Iteration 48Q: 3 clusters Score -6815246 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -6815281.500000 Penalty: 5356.245117
	Iteration 49Q: 3 clusters Score -6815282 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -6815281.500000 Penalty: 5356.245117
	Iteration 50Q: 3 clusters Score -6815282 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -6815295.000000 Penalty: 5356.245117
	Iteration 51Q: 3 clusters Score -6815295 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -6815278.500000 Penalty: 5356.245117
	Iteration 52Q: 3 clusters Score -6815278 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -6815283.000000 Penalty: 5356.245117
	Iteration 53Q: 3 clusters Score -6815283 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27300 members 
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Entering Unmasked Estep 
Score: -6815297.500000 Penalty: 5356.245117
	Iteration 54Q: 3 clusters Score -6815298 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -6815290.000000 Penalty: 5356.245117
	Iteration 55Q: 3 clusters Score -6815290 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -6815315.500000 Penalty: 5356.245117
	Iteration 56Q: 3 clusters Score -6815316 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -6815317.500000 Penalty: 5356.245117
	Iteration 57Q: 3 clusters Score -6815318 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -6815324.000000 Penalty: 5356.245117
	Iteration 58Q: 3 clusters Score -6815324 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -6815337.000000 Penalty: 5356.245117
	Iteration 59Q: 3 clusters Score -6815337 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -6815345.500000 Penalty: 5356.245117
	Iteration 60F: 3 clusters Score -6815346 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28044 members 
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Entering Unmasked Estep 
Score: -6815365.000000 Penalty: 5356.245117
	Iteration 61Q: 3 clusters Score -6815365 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -6815363.500000 Penalty: 5356.245117
	Iteration 62Q: 3 clusters Score -6815364 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -6815388.000000 Penalty: 5356.245117
	Iteration 63Q: 3 clusters Score -6815388 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -6815403.500000 Penalty: 5356.245117
	Iteration 64Q: 3 clusters Score -6815404 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28521 members 
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Entering Unmasked Estep 
Score: -6815426.500000 Penalty: 5356.245117
	Iteration 65Q: 3 clusters Score -6815426 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -6815439.000000 Penalty: 5356.245117
	Iteration 66Q: 3 clusters Score -6815439 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -6815450.000000 Penalty: 5356.245117
	Iteration 67Q: 3 clusters Score -6815450 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -6815457.500000 Penalty: 5356.245117
	Iteration 68Q: 3 clusters Score -6815458 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6815464 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -6815465.500000 Penalty: 5356.245117
	Iteration 70Q: 3 clusters Score -6815466 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -6815482.500000 Penalty: 5356.245117
	Iteration 71Q: 3 clusters Score -6815482 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -6815516.500000 Penalty: 5356.245117
	Iteration 72Q: 3 clusters Score -6815516 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -6815525.000000 Penalty: 5356.245117
	Iteration 73Q: 3 clusters Score -6815525 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -6815549.000000 Penalty: 5356.245117
	Iteration 74Q: 3 clusters Score -6815549 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6815569 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -6815582.500000 Penalty: 5356.245117
	Iteration 76Q: 3 clusters Score -6815582 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6815582 nChanged 116
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Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -6815593.000000 Penalty: 5356.245117
	Iteration 78Q: 3 clusters Score -6815593 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6815590 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -6815603.000000 Penalty: 5356.245117
	Iteration 80F: 3 clusters Score -6815603 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -6815601.500000 Penalty: 5356.245117
	Iteration 81Q: 3 clusters Score -6815602 nChanged 119
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Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -6815625.500000 Penalty: 5356.245117
	Iteration 82Q: 3 clusters Score -6815626 nChanged 129
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Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -6815623.000000 Penalty: 5356.245117
	Iteration 83Q: 3 clusters Score -6815623 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -6815606.500000 Penalty: 5356.245117
	Iteration 84Q: 3 clusters Score -6815606 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -6815619.000000 Penalty: 5356.245117
	Iteration 85Q: 3 clusters Score -6815619 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30927 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6815634 nChanged 106
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Mstep: Class 1 contains 31033 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6815624 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31136 members 
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Entering Unmasked Estep 
Score: -6815616.500000 Penalty: 5356.245117
	Iteration 88Q: 3 clusters Score -6815616 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31244 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6815616 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31346 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6815616 nChanged 106
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Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6815619 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -6815629.500000 Penalty: 5356.245117
	Iteration 92Q: 3 clusters Score -6815630 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -6815640.000000 Penalty: 5356.245117
	Iteration 93Q: 3 clusters Score -6815640 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
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Entering Unmasked Estep 
Score: -6815642.500000 Penalty: 5356.245117
	Iteration 94Q: 3 clusters Score -6815642 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -6815648.500000 Penalty: 5356.245117
	Iteration 95Q: 3 clusters Score -6815648 nChanged 89
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Mstep: Class 1 contains 31940 members 
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Entering Unmasked Estep 
Score: -6815667.500000 Penalty: 5356.245117
	Iteration 96Q: 3 clusters Score -6815668 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -6815666.500000 Penalty: 5356.245117
	Iteration 97Q: 3 clusters Score -6815666 nChanged 95
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Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -6815675.000000 Penalty: 5356.245117
	Iteration 98Q: 3 clusters Score -6815675 nChanged 85
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Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -6815693.000000 Penalty: 5356.245117
	Iteration 99Q: 3 clusters Score -6815693 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6815700 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -6815705.500000 Penalty: 5356.245117
	Iteration 101Q: 3 clusters Score -6815706 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -6815703.500000 Penalty: 5356.245117
	Iteration 102Q: 3 clusters Score -6815704 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6815707 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6815710 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6815710 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -6815736.500000 Penalty: 5356.245117
	Iteration 106Q: 3 clusters Score -6815736 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -6815739.000000 Penalty: 5356.245117
	Iteration 107Q: 3 clusters Score -6815739 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6815744 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -6815748.500000 Penalty: 5356.245117
	Iteration 109Q: 3 clusters Score -6815748 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -6815756.500000 Penalty: 5356.245117
	Iteration 110Q: 3 clusters Score -6815756 nChanged 80
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Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6815765 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6815766 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6815771 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6815795 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -6815807.500000 Penalty: 5356.245117
	Iteration 115Q: 3 clusters Score -6815808 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6815812 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6815810 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6815810 nChanged 111
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Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6815836 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -6815841.500000 Penalty: 5356.245117
	Iteration 120F: 3 clusters Score -6815842 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6815854 nChanged 112
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Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6815888 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -6815901.500000 Penalty: 5356.245117
	Iteration 123Q: 3 clusters Score -6815902 nChanged 126
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Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6815880 nChanged 121
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Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6815908 nChanged 136
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Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6815914 nChanged 141
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Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6815930 nChanged 149
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Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6815936 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6815990 nChanged 147
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Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6815988 nChanged 147
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Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6815994 nChanged 135
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Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6816000 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6816012 nChanged 122
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Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6816039 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6816038 nChanged 138
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Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6816039 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6816086 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -6816104.000000 Penalty: 5356.245117
	Iteration 138Q: 3 clusters Score -6816104 nChanged 115
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Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6816118 nChanged 126
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Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6816118 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -6816125.500000 Penalty: 5356.245117
	Iteration 141Q: 3 clusters Score -6816126 nChanged 109
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Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -6816151.000000 Penalty: 5356.245117
	Iteration 142Q: 3 clusters Score -6816151 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -6816161.500000 Penalty: 5356.245117
	Iteration 143Q: 3 clusters Score -6816162 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6816156 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6816158 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -6816149.500000 Penalty: 5356.245117
	Iteration 146Q: 3 clusters Score -6816150 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6816178 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -6816191.000000 Penalty: 5356.245117
	Iteration 148Q: 3 clusters Score -6816191 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6816214 nChanged 103
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Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6816218 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -6816232.000000 Penalty: 5356.245117
	Iteration 151Q: 3 clusters Score -6816232 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -6816239.000000 Penalty: 5356.245117
	Iteration 152Q: 3 clusters Score -6816239 nChanged 114
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Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -6816252.500000 Penalty: 5356.245117
	Iteration 153Q: 3 clusters Score -6816252 nChanged 107
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Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6816275 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -6816293.500000 Penalty: 5356.245117
	Iteration 155Q: 3 clusters Score -6816294 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -6816304.000000 Penalty: 5356.245117
	Iteration 156Q: 3 clusters Score -6816304 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -6816323.500000 Penalty: 5356.245117
	Iteration 157Q: 3 clusters Score -6816324 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -6816340.500000 Penalty: 5356.245117
	Iteration 158Q: 3 clusters Score -6816340 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -6816352.000000 Penalty: 5356.245117
	Iteration 159Q: 3 clusters Score -6816352 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -6816390.500000 Penalty: 5356.245117
	Iteration 160F: 3 clusters Score -6816390 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -6816422.500000 Penalty: 5356.245117
	Iteration 161Q: 3 clusters Score -6816422 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6816436 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -6816453.000000 Penalty: 5356.245117
	Iteration 163Q: 3 clusters Score -6816453 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -6816447.500000 Penalty: 5356.245117
	Iteration 164Q: 3 clusters Score -6816448 nChanged 172
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Mstep: Class 1 contains 39484 members 
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	Iteration 165Q: 3 clusters Score -6816480 nChanged 184
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Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -6816499 nChanged 198
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Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -6816560 nChanged 207
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Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -6816577 nChanged 214
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Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -6816640 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -6816693.500000 Penalty: 5356.245117
	Iteration 170Q: 3 clusters Score -6816694 nChanged 211
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Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -6816736 nChanged 238
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Mstep: Class 1 contains 40896 members 
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Entering Unmasked Estep 
Score: -6816809.000000 Penalty: 5356.245117
	Iteration 172Q: 3 clusters Score -6816809 nChanged 247
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Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -6816865 nChanged 261
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Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -6816927.500000 Penalty: 5356.245117
	Iteration 174Q: 3 clusters Score -6816928 nChanged 277
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Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -6817019.000000 Penalty: 5356.245117
	Iteration 175Q: 3 clusters Score -6817019 nChanged 315
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Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -6817088 nChanged 281
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Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -6817156 nChanged 260
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Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -6817236 nChanged 264
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Mstep: Class 1 contains 42695 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -6817334 nChanged 247
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Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -6817455 nChanged 223
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -6817500 nChanged 220
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Mstep: Class 1 contains 43355 members 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -6817540 nChanged 182
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Mstep: Class 1 contains 43529 members 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -6817583 nChanged 198
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Mstep: Class 1 contains 43723 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -6817646 nChanged 216
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -6817696 nChanged 220
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Mstep: Class 1 contains 44145 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -6817771 nChanged 211
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -6817847 nChanged 199
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -6817909 nChanged 177
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -6817968 nChanged 153
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -6818014 nChanged 160
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Mstep: Class 1 contains 44997 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -6818048 nChanged 148
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Mstep: Class 1 contains 45137 members 
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Entering Unmasked Estep 
Score: -6818093.500000 Penalty: 5356.245117
	Iteration 192Q: 3 clusters Score -6818094 nChanged 127
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Mstep: Class 1 contains 45260 members 
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Entering Unmasked Estep 
Score: -6818141.500000 Penalty: 5356.245117
	Iteration 193Q: 3 clusters Score -6818142 nChanged 134
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Entering Unmasked Estep 
Score: -6818200.500000 Penalty: 5356.245117
	Iteration 194Q: 3 clusters Score -6818200 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -6818231.000000 Penalty: 5356.245117
	Iteration 195Q: 3 clusters Score -6818231 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -6818284.000000 Penalty: 5356.245117
	Iteration 196Q: 3 clusters Score -6818284 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -6818332.500000 Penalty: 5356.245117
	Iteration 197Q: 3 clusters Score -6818332 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -6818357.000000 Penalty: 5356.245117
	Iteration 198Q: 3 clusters Score -6818357 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -6818385.500000 Penalty: 5356.245117
	Iteration 199Q: 3 clusters Score -6818386 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -6818394.500000 Penalty: 5356.245117
	Iteration 200F: 3 clusters Score -6818394 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -6818409.000000 Penalty: 5356.245117
	Iteration 201Q: 3 clusters Score -6818409 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -6818440.500000 Penalty: 5356.245117
	Iteration 202Q: 3 clusters Score -6818440 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -6818465.000000 Penalty: 5356.245117
	Iteration 203Q: 3 clusters Score -6818465 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -6818484.500000 Penalty: 5356.245117
	Iteration 204Q: 3 clusters Score -6818484 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -6818506.000000 Penalty: 5356.245117
	Iteration 205Q: 3 clusters Score -6818506 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -6818517.500000 Penalty: 5356.245117
	Iteration 206Q: 3 clusters Score -6818518 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -6818539.500000 Penalty: 5356.245117
	Iteration 207Q: 3 clusters Score -6818540 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -6818554.500000 Penalty: 5356.245117
	Iteration 208Q: 3 clusters Score -6818554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -6818562.500000 Penalty: 5356.245117
	Iteration 209Q: 3 clusters Score -6818562 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -6818566.500000 Penalty: 5356.245117
	Iteration 210Q: 3 clusters Score -6818566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6818587.500000 Penalty: 5356.245117
	Iteration 211Q: 3 clusters Score -6818588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -6818601.500000 Penalty: 5356.245117
	Iteration 212Q: 3 clusters Score -6818602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -6818603.500000 Penalty: 5356.245117
	Iteration 213Q: 3 clusters Score -6818604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6818619.000000 Penalty: 5356.245117
	Iteration 214Q: 3 clusters Score -6818619 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6818624.500000 Penalty: 5356.245117
	Iteration 215Q: 3 clusters Score -6818624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -6818634.500000 Penalty: 5356.245117
	Iteration 216Q: 3 clusters Score -6818634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6818644.500000 Penalty: 5356.245117
	Iteration 217Q: 3 clusters Score -6818644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6818641.500000 Penalty: 5356.245117
	Iteration 218Q: 3 clusters Score -6818642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -6818661.500000 Penalty: 5356.245117
	Iteration 219Q: 3 clusters Score -6818662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -6818670.000000 Penalty: 5356.245117
	Iteration 220F: 3 clusters Score -6818670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -6818691.000000 Penalty: 5356.245117
	Iteration 221Q: 3 clusters Score -6818691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -6818702.500000 Penalty: 5356.245117
	Iteration 222Q: 3 clusters Score -6818702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6818719.500000 Penalty: 5356.245117
	Iteration 223Q: 3 clusters Score -6818720 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6818722.500000 Penalty: 5356.245117
	Iteration 224Q: 3 clusters Score -6818722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6818736.500000 Penalty: 5356.245117
	Iteration 225Q: 3 clusters Score -6818736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6818748.500000 Penalty: 5356.245117
	Iteration 226Q: 3 clusters Score -6818748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6818763.500000 Penalty: 5356.245117
	Iteration 227Q: 3 clusters Score -6818764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6818777.500000 Penalty: 5356.245117
	Iteration 228Q: 3 clusters Score -6818778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6818782.500000 Penalty: 5356.245117
	Iteration 229Q: 3 clusters Score -6818782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -6818778.500000 Penalty: 5356.245117
	Iteration 230Q: 3 clusters Score -6818778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6818771.500000 Penalty: 5356.245117
	Iteration 231Q: 3 clusters Score -6818772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -6818774.000000 Penalty: 5356.245117
	Iteration 232Q: 3 clusters Score -6818774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6818778.500000 Penalty: 5356.245117
	Iteration 233Q: 3 clusters Score -6818778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -6818796.500000 Penalty: 5356.245117
	Iteration 234Q: 3 clusters Score -6818796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6818795.500000 Penalty: 5356.245117
	Iteration 235Q: 3 clusters Score -6818796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47573 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6818800.000000 Penalty: 5356.245117
	Iteration 236Q: 3 clusters Score -6818800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6818812.500000 Penalty: 5356.245117
	Iteration 237Q: 3 clusters Score -6818812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6818825.500000 Penalty: 5356.245117
	Iteration 238Q: 3 clusters Score -6818826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6818829.000000 Penalty: 5356.245117
	Iteration 239Q: 3 clusters Score -6818829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6818842.000000 Penalty: 5356.245117
	Iteration 240F: 3 clusters Score -6818842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -6818840.000000 Penalty: 5356.245117
	Iteration 241Q: 3 clusters Score -6818840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6818839.500000 Penalty: 5356.245117
	Iteration 242Q: 3 clusters Score -6818840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6818839.500000 Penalty: 5356.245117
	Iteration 243Q: 3 clusters Score -6818840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47670 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6818838.500000 Penalty: 5356.245117
	Iteration 244Q: 3 clusters Score -6818838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6818839.000000 Penalty: 5356.245117
	Iteration 245Q: 3 clusters Score -6818839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6818847.500000 Penalty: 5356.245117
	Iteration 246Q: 3 clusters Score -6818848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -6818844.000000 Penalty: 5356.245117
	Iteration 247Q: 3 clusters Score -6818844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6818838.000000 Penalty: 5356.245117
	Iteration 248Q: 3 clusters Score -6818838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6818843.500000 Penalty: 5356.245117
	Iteration 249Q: 3 clusters Score -6818844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -6818841.500000 Penalty: 5356.245117
	Iteration 250Q: 3 clusters Score -6818842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6818850.500000 Penalty: 5356.245117
	Iteration 251Q: 3 clusters Score -6818850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6818850.500000 Penalty: 5356.245117
	Iteration 252Q: 3 clusters Score -6818850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6818850.500000 Penalty: 5356.245117
	Iteration 253F: 3 clusters Score -6818850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Entering Unmasked Estep 
Score: -1452603.500000 Penalty: 2301.198730
	Iteration 0F: 2 clusters Score -1452604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1444428.750000 Penalty: 4602.397461
	Iteration 0F: 3 clusters Score -1444429 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1446905.125000 Penalty: 4602.397461
	Iteration 1F: 3 clusters Score -1446905 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1447300.000000 Penalty: 4602.397461
	Iteration 2F: 3 clusters Score -1447300 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1447639.125000 Penalty: 4602.397461
	Iteration 3F: 3 clusters Score -1447639 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1448006.000000 Penalty: 4602.397461
	Iteration 4F: 3 clusters Score -1448006 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1448489.375000 Penalty: 4602.397461
	Iteration 5F: 3 clusters Score -1448489 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1449040.500000 Penalty: 4602.397461
	Iteration 6F: 3 clusters Score -1449040 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1449697.125000 Penalty: 4602.397461
	Iteration 7F: 3 clusters Score -1449697 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1450397.375000 Penalty: 4602.397461
	Iteration 8F: 3 clusters Score -1450397 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1450956.000000 Penalty: 4602.397461
	Iteration 9F: 3 clusters Score -1450956 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1451365.125000 Penalty: 4602.397461
	Iteration 10Q: 3 clusters Score -1451365 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1451691.625000 Penalty: 4602.397461
	Iteration 11Q: 3 clusters Score -1451692 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1451950.250000 Penalty: 4602.397461
	Iteration 12Q: 3 clusters Score -1451950 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1452101.375000 Penalty: 4602.397461
	Iteration 13Q: 3 clusters Score -1452101 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1452174.750000 Penalty: 4602.397461
	Iteration 14Q: 3 clusters Score -1452175 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1452209.000000 Penalty: 4602.397461
	Iteration 15Q: 3 clusters Score -1452209 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1452225.750000 Penalty: 4602.397461
	Iteration 16Q: 3 clusters Score -1452226 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1452233.125000 Penalty: 4602.397461
	Iteration 17Q: 3 clusters Score -1452233 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1452240.750000 Penalty: 4602.397461
	Iteration 18Q: 3 clusters Score -1452241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1452247.000000 Penalty: 4602.397461
	Iteration 19Q: 3 clusters Score -1452247 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1452251.250000 Penalty: 4602.397461
	Iteration 20F: 3 clusters Score -1452251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1452252.000000 Penalty: 4602.397461
	Iteration 21Q: 3 clusters Score -1452252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1452251.625000 Penalty: 4602.397461
	Iteration 22Q: 3 clusters Score -1452252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1452250.000000 Penalty: 4602.397461
	Iteration 23Q: 3 clusters Score -1452250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1452251.625000 Penalty: 4602.397461
	Iteration 24Q: 3 clusters Score -1452252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1452252.000000 Penalty: 4602.397461
	Iteration 25Q: 3 clusters Score -1452252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1452252.375000 Penalty: 4602.397461
	Iteration 26Q: 3 clusters Score -1452252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1452253.625000 Penalty: 4602.397461
	Iteration 27Q: 3 clusters Score -1452254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1452252.500000 Penalty: 4602.397461
	Iteration 28Q: 3 clusters Score -1452252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1452252.500000 Penalty: 4602.397461
	Iteration 29F: 3 clusters Score -1452252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Entering Unmasked Estep 
Score: -4699903.000000 Penalty: 2591.554199
	Iteration 0F: 2 clusters Score -4699903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -4676378.500000 Penalty: 5183.108398
	Iteration 0F: 3 clusters Score -4676378 nChanged 15615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -4684721.500000 Penalty: 5183.108398
	Iteration 1F: 3 clusters Score -4684722 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -4685237.000000 Penalty: 5183.108398
	Iteration 2Q: 3 clusters Score -4685237 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -4685719.000000 Penalty: 5183.108398
	Iteration 3Q: 3 clusters Score -4685719 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -4686132.000000 Penalty: 5183.108398
	Iteration 4Q: 3 clusters Score -4686132 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -4686621.000000 Penalty: 5183.108398
	Iteration 5Q: 3 clusters Score -4686621 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -4687129.000000 Penalty: 5183.108398
	Iteration 6Q: 3 clusters Score -4687129 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -4687713.000000 Penalty: 5183.108398
	Iteration 7Q: 3 clusters Score -4687713 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -4688435.500000 Penalty: 5183.108398
	Iteration 8Q: 3 clusters Score -4688436 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -4689252.000000 Penalty: 5183.108398
	Iteration 9Q: 3 clusters Score -4689252 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -4690372.000000 Penalty: 5183.108398
	Iteration 10F: 3 clusters Score -4690372 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -4691627.000000 Penalty: 5183.108398
	Iteration 11F: 3 clusters Score -4691627 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -4692952.000000 Penalty: 5183.108398
	Iteration 12F: 3 clusters Score -4692952 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -4694132.000000 Penalty: 5183.108398
	Iteration 13Q: 3 clusters Score -4694132 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -4695172.000000 Penalty: 5183.108398
	Iteration 14Q: 3 clusters Score -4695172 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -4696041.000000 Penalty: 5183.108398
	Iteration 15Q: 3 clusters Score -4696041 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4696672.000000 Penalty: 5183.108398
	Iteration 16Q: 3 clusters Score -4696672 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4697078.500000 Penalty: 5183.108398
	Iteration 17Q: 3 clusters Score -4697078 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4697296.000000 Penalty: 5183.108398
	Iteration 18Q: 3 clusters Score -4697296 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4697440.500000 Penalty: 5183.108398
	Iteration 19Q: 3 clusters Score -4697440 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4697522.000000 Penalty: 5183.108398
	Iteration 20F: 3 clusters Score -4697522 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4697574.500000 Penalty: 5183.108398
	Iteration 21Q: 3 clusters Score -4697574 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4697610.500000 Penalty: 5183.108398
	Iteration 22Q: 3 clusters Score -4697610 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4697646.000000 Penalty: 5183.108398
	Iteration 23Q: 3 clusters Score -4697646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4697671.500000 Penalty: 5183.108398
	Iteration 24Q: 3 clusters Score -4697672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4697700.500000 Penalty: 5183.108398
	Iteration 25Q: 3 clusters Score -4697700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4697709.500000 Penalty: 5183.108398
	Iteration 26Q: 3 clusters Score -4697710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4697724.500000 Penalty: 5183.108398
	Iteration 27Q: 3 clusters Score -4697724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4697725.500000 Penalty: 5183.108398
	Iteration 28Q: 3 clusters Score -4697726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4697738.500000 Penalty: 5183.108398
	Iteration 29Q: 3 clusters Score -4697738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4697746.500000 Penalty: 5183.108398
	Iteration 30Q: 3 clusters Score -4697746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4697740.000000 Penalty: 5183.108398
	Iteration 31Q: 3 clusters Score -4697740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4697742.000000 Penalty: 5183.108398
	Iteration 32Q: 3 clusters Score -4697742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4697744.500000 Penalty: 5183.108398
	Iteration 33Q: 3 clusters Score -4697744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4697744.500000 Penalty: 5183.108398
	Iteration 34F: 3 clusters Score -4697744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Entering Unmasked Estep 
Score: -5778929.500000 Penalty: 2644.176270
	Iteration 0F: 2 clusters Score -5778930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -5749894.000000 Penalty: 5288.352539
	Iteration 0F: 3 clusters Score -5749894 nChanged 19639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -5760695.000000 Penalty: 5288.352539
	Iteration 1F: 3 clusters Score -5760695 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -5761220.500000 Penalty: 5288.352539
	Iteration 2Q: 3 clusters Score -5761220 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -5761871.000000 Penalty: 5288.352539
	Iteration 3Q: 3 clusters Score -5761871 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -5762639.500000 Penalty: 5288.352539
	Iteration 4Q: 3 clusters Score -5762640 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -5763661.000000 Penalty: 5288.352539
	Iteration 5F: 3 clusters Score -5763661 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -5765368.000000 Penalty: 5288.352539
	Iteration 6F: 3 clusters Score -5765368 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -5767829.500000 Penalty: 5288.352539
	Iteration 7F: 3 clusters Score -5767830 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -5770842.000000 Penalty: 5288.352539
	Iteration 8F: 3 clusters Score -5770842 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -5773629.000000 Penalty: 5288.352539
	Iteration 9F: 3 clusters Score -5773629 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -5775343.000000 Penalty: 5288.352539
	Iteration 10Q: 3 clusters Score -5775343 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -5776038.000000 Penalty: 5288.352539
	Iteration 11Q: 3 clusters Score -5776038 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -5776334.000000 Penalty: 5288.352539
	Iteration 12Q: 3 clusters Score -5776334 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -5776493.000000 Penalty: 5288.352539
	Iteration 13Q: 3 clusters Score -5776493 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -5776572.500000 Penalty: 5288.352539
	Iteration 14Q: 3 clusters Score -5776572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -5776621.000000 Penalty: 5288.352539
	Iteration 15Q: 3 clusters Score -5776621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -5776656.000000 Penalty: 5288.352539
	Iteration 16Q: 3 clusters Score -5776656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -5776666.000000 Penalty: 5288.352539
	Iteration 17Q: 3 clusters Score -5776666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -5776689.000000 Penalty: 5288.352539
	Iteration 18Q: 3 clusters Score -5776689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -5776698.500000 Penalty: 5288.352539
	Iteration 19Q: 3 clusters Score -5776698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -5776705.000000 Penalty: 5288.352539
	Iteration 20F: 3 clusters Score -5776705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -5776711.000000 Penalty: 5288.352539
	Iteration 21Q: 3 clusters Score -5776711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -5776722.500000 Penalty: 5288.352539
	Iteration 22Q: 3 clusters Score -5776722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -5776717.500000 Penalty: 5288.352539
	Iteration 23Q: 3 clusters Score -5776718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -5776727.000000 Penalty: 5288.352539
	Iteration 24Q: 3 clusters Score -5776727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -5776733.500000 Penalty: 5288.352539
	Iteration 25Q: 3 clusters Score -5776734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -5776732.000000 Penalty: 5288.352539
	Iteration 26Q: 3 clusters Score -5776732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -5776738.000000 Penalty: 5288.352539
	Iteration 27Q: 3 clusters Score -5776738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -5776733.500000 Penalty: 5288.352539
	Iteration 28Q: 3 clusters Score -5776734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -5776739.000000 Penalty: 5288.352539
	Iteration 29Q: 3 clusters Score -5776739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -5776745.500000 Penalty: 5288.352539
	Iteration 30Q: 3 clusters Score -5776746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -5776756.500000 Penalty: 5288.352539
	Iteration 31Q: 3 clusters Score -5776756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -5776754.500000 Penalty: 5288.352539
	Iteration 32Q: 3 clusters Score -5776754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -5776751.500000 Penalty: 5288.352539
	Iteration 33Q: 3 clusters Score -5776752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -5776752.000000 Penalty: 5288.352539
	Iteration 34Q: 3 clusters Score -5776752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -5776752.000000 Penalty: 5288.352539
	Iteration 35F: 3 clusters Score -5776752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Entering Unmasked Estep 
Score: -1852483.250000 Penalty: 2369.638428
	Iteration 0F: 2 clusters Score -1852483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1842203.625000 Penalty: 4739.276855
	Iteration 0F: 3 clusters Score -1842204 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1845841.375000 Penalty: 4739.276855
	Iteration 1F: 3 clusters Score -1845841 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1846725.875000 Penalty: 4739.276855
	Iteration 2F: 3 clusters Score -1846726 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1847621.250000 Penalty: 4739.276855
	Iteration 3F: 3 clusters Score -1847621 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1848356.250000 Penalty: 4739.276855
	Iteration 4F: 3 clusters Score -1848356 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1848807.125000 Penalty: 4739.276855
	Iteration 5F: 3 clusters Score -1848807 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1849122.250000 Penalty: 4739.276855
	Iteration 6Q: 3 clusters Score -1849122 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1849376.625000 Penalty: 4739.276855
	Iteration 7Q: 3 clusters Score -1849377 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1849613.625000 Penalty: 4739.276855
	Iteration 8Q: 3 clusters Score -1849614 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1849854.125000 Penalty: 4739.276855
	Iteration 9Q: 3 clusters Score -1849854 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1850060.125000 Penalty: 4739.276855
	Iteration 10Q: 3 clusters Score -1850060 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1850259.125000 Penalty: 4739.276855
	Iteration 11Q: 3 clusters Score -1850259 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1850466.125000 Penalty: 4739.276855
	Iteration 12Q: 3 clusters Score -1850466 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1850672.375000 Penalty: 4739.276855
	Iteration 13Q: 3 clusters Score -1850672 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1850885.375000 Penalty: 4739.276855
	Iteration 14Q: 3 clusters Score -1850885 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1851138.375000 Penalty: 4739.276855
	Iteration 15Q: 3 clusters Score -1851138 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1851376.000000 Penalty: 4739.276855
	Iteration 16Q: 3 clusters Score -1851376 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1851579.000000 Penalty: 4739.276855
	Iteration 17Q: 3 clusters Score -1851579 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1851753.125000 Penalty: 4739.276855
	Iteration 18Q: 3 clusters Score -1851753 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1851937.750000 Penalty: 4739.276855
	Iteration 19Q: 3 clusters Score -1851938 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1852110.875000 Penalty: 4739.276855
	Iteration 20F: 3 clusters Score -1852111 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1852206.875000 Penalty: 4739.276855
	Iteration 21Q: 3 clusters Score -1852207 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1852264.750000 Penalty: 4739.276855
	Iteration 22Q: 3 clusters Score -1852265 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1852311.625000 Penalty: 4739.276855
	Iteration 23Q: 3 clusters Score -1852312 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1852340.125000 Penalty: 4739.276855
	Iteration 24Q: 3 clusters Score -1852340 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1852374.000000 Penalty: 4739.276855
	Iteration 25Q: 3 clusters Score -1852374 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1852401.875000 Penalty: 4739.276855
	Iteration 26Q: 3 clusters Score -1852402 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1852432.250000 Penalty: 4739.276855
	Iteration 27Q: 3 clusters Score -1852432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1852454.625000 Penalty: 4739.276855
	Iteration 28Q: 3 clusters Score -1852455 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1852479.000000 Penalty: 4739.276855
	Iteration 29Q: 3 clusters Score -1852479 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1852500.625000 Penalty: 4739.276855
	Iteration 30Q: 3 clusters Score -1852501 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1852515.125000 Penalty: 4739.276855
	Iteration 31Q: 3 clusters Score -1852515 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1852528.250000 Penalty: 4739.276855
	Iteration 32Q: 3 clusters Score -1852528 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1852546.750000 Penalty: 4739.276855
	Iteration 33Q: 3 clusters Score -1852547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1852559.125000 Penalty: 4739.276855
	Iteration 34Q: 3 clusters Score -1852559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1852569.750000 Penalty: 4739.276855
	Iteration 35Q: 3 clusters Score -1852570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1852576.875000 Penalty: 4739.276855
	Iteration 36Q: 3 clusters Score -1852577 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1852581.000000 Penalty: 4739.276855
	Iteration 37Q: 3 clusters Score -1852581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1852595.000000 Penalty: 4739.276855
	Iteration 38Q: 3 clusters Score -1852595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1852598.625000 Penalty: 4739.276855
	Iteration 39Q: 3 clusters Score -1852599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1852605.000000 Penalty: 4739.276855
	Iteration 40F: 3 clusters Score -1852605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1852612.000000 Penalty: 4739.276855
	Iteration 41Q: 3 clusters Score -1852612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1852618.250000 Penalty: 4739.276855
	Iteration 42Q: 3 clusters Score -1852618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1852618.875000 Penalty: 4739.276855
	Iteration 43Q: 3 clusters Score -1852619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1852623.250000 Penalty: 4739.276855
	Iteration 44Q: 3 clusters Score -1852623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1852620.125000 Penalty: 4739.276855
	Iteration 45Q: 3 clusters Score -1852620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1852627.875000 Penalty: 4739.276855
	Iteration 46Q: 3 clusters Score -1852628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1852633.250000 Penalty: 4739.276855
	Iteration 47Q: 3 clusters Score -1852633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1852638.875000 Penalty: 4739.276855
	Iteration 48Q: 3 clusters Score -1852639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1852638.500000 Penalty: 4739.276855
	Iteration 49Q: 3 clusters Score -1852638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1852638.750000 Penalty: 4739.276855
	Iteration 50Q: 3 clusters Score -1852639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1852643.250000 Penalty: 4739.276855
	Iteration 51Q: 3 clusters Score -1852643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1852645.125000 Penalty: 4739.276855
	Iteration 52Q: 3 clusters Score -1852645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1852644.750000 Penalty: 4739.276855
	Iteration 53Q: 3 clusters Score -1852645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1852642.375000 Penalty: 4739.276855
	Iteration 54Q: 3 clusters Score -1852642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1852646.500000 Penalty: 4739.276855
	Iteration 55Q: 3 clusters Score -1852646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1852644.125000 Penalty: 4739.276855
	Iteration 56Q: 3 clusters Score -1852644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1852649.500000 Penalty: 4739.276855
	Iteration 57Q: 3 clusters Score -1852650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1852649.500000 Penalty: 4739.276855
	Iteration 58F: 3 clusters Score -1852650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 144981 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54380 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 48966 members 
Mstep: Class 7 contains 10711 members 
Mstep: Class 8 contains 34538 members 
Mstep: Class 9 contains 42702 members 
Mstep: Class 10 contains 1504 members 
Mstep: Class 11 contains 36098 members 
Mstep: Class 12 contains 46770 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 81768 members 
Mstep: Class 15 contains 36876 members 
Mstep: Class 16 contains 66292 members 
Mstep: Class 17 contains 136269 members 
Mstep: Class 18 contains 30833 members 
Mstep: Class 19 contains 7546 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 189268 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17622 members 
Mstep: Class 25 contains 6909 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 12611 members 
Entering Unmasked Estep 
Score: -142940304.000000 Penalty: 106614.398438
Splitting cluster 10 changes total score from -142941696.000000 to -142940304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (36098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Entering Unmasked Estep 
Score: -5073020.500000 Penalty: 2602.510254
	Iteration 0F: 2 clusters Score -5073020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -5048583.500000 Penalty: 5205.020508
	Iteration 0F: 3 clusters Score -5048584 nChanged 16428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -5057641.500000 Penalty: 5205.020508
	Iteration 1F: 3 clusters Score -5057642 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -5058325.000000 Penalty: 5205.020508
	Iteration 2Q: 3 clusters Score -5058325 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -5059047.000000 Penalty: 5205.020508
	Iteration 3Q: 3 clusters Score -5059047 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -5059983.000000 Penalty: 5205.020508
	Iteration 4F: 3 clusters Score -5059983 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -5061472.500000 Penalty: 5205.020508
	Iteration 5F: 3 clusters Score -5061472 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -5063526.500000 Penalty: 5205.020508
	Iteration 6F: 3 clusters Score -5063526 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -5065912.000000 Penalty: 5205.020508
	Iteration 7F: 3 clusters Score -5065912 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -5068012.500000 Penalty: 5205.020508
	Iteration 8F: 3 clusters Score -5068012 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -5069557.500000 Penalty: 5205.020508
	Iteration 9Q: 3 clusters Score -5069558 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -5070539.000000 Penalty: 5205.020508
	Iteration 10Q: 3 clusters Score -5070539 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -5071042.500000 Penalty: 5205.020508
	Iteration 11Q: 3 clusters Score -5071042 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -5071370.500000 Penalty: 5205.020508
	Iteration 12Q: 3 clusters Score -5071370 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -5071583.500000 Penalty: 5205.020508
	Iteration 13Q: 3 clusters Score -5071584 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -5071758.000000 Penalty: 5205.020508
	Iteration 14Q: 3 clusters Score -5071758 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -5071860.000000 Penalty: 5205.020508
	Iteration 15Q: 3 clusters Score -5071860 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -5071950.000000 Penalty: 5205.020508
	Iteration 16Q: 3 clusters Score -5071950 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -5072006.500000 Penalty: 5205.020508
	Iteration 17Q: 3 clusters Score -5072006 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -5072048.500000 Penalty: 5205.020508
	Iteration 18Q: 3 clusters Score -5072048 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -5072090.000000 Penalty: 5205.020508
	Iteration 19Q: 3 clusters Score -5072090 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -5072114.000000 Penalty: 5205.020508
	Iteration 20F: 3 clusters Score -5072114 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -5072144.000000 Penalty: 5205.020508
	Iteration 21Q: 3 clusters Score -5072144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -5072147.500000 Penalty: 5205.020508
	Iteration 22Q: 3 clusters Score -5072148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -5072161.000000 Penalty: 5205.020508
	Iteration 23Q: 3 clusters Score -5072161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -5072164.000000 Penalty: 5205.020508
	Iteration 24Q: 3 clusters Score -5072164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -5072171.000000 Penalty: 5205.020508
	Iteration 25Q: 3 clusters Score -5072171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -5072163.500000 Penalty: 5205.020508
	Iteration 26Q: 3 clusters Score -5072164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -5072175.000000 Penalty: 5205.020508
	Iteration 27Q: 3 clusters Score -5072175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -5072184.000000 Penalty: 5205.020508
	Iteration 28Q: 3 clusters Score -5072184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -5072187.500000 Penalty: 5205.020508
	Iteration 29Q: 3 clusters Score -5072188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -5072189.500000 Penalty: 5205.020508
	Iteration 30Q: 3 clusters Score -5072190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -5072194.000000 Penalty: 5205.020508
	Iteration 31Q: 3 clusters Score -5072194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -5072198.500000 Penalty: 5205.020508
	Iteration 32Q: 3 clusters Score -5072198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -5072200.000000 Penalty: 5205.020508
	Iteration 33Q: 3 clusters Score -5072200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -5072197.500000 Penalty: 5205.020508
	Iteration 34Q: 3 clusters Score -5072198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -5072200.500000 Penalty: 5205.020508
	Iteration 35Q: 3 clusters Score -5072200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -5072208.500000 Penalty: 5205.020508
	Iteration 36Q: 3 clusters Score -5072208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -5072208.500000 Penalty: 5205.020508
	Iteration 37Q: 3 clusters Score -5072208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -5072211.000000 Penalty: 5205.020508
	Iteration 38Q: 3 clusters Score -5072211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -5072212.000000 Penalty: 5205.020508
	Iteration 39Q: 3 clusters Score -5072212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -5072211.500000 Penalty: 5205.020508
	Iteration 40F: 3 clusters Score -5072212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -5072210.500000 Penalty: 5205.020508
	Iteration 41Q: 3 clusters Score -5072210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -5072211.000000 Penalty: 5205.020508
	Iteration 42Q: 3 clusters Score -5072211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -5072211.000000 Penalty: 5205.020508
	Iteration 43F: 3 clusters Score -5072211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Entering Unmasked Estep 
Score: -6575345.500000 Penalty: 2666.743408
	Iteration 0F: 2 clusters Score -6575346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -6543723.000000 Penalty: 5333.486816
	Iteration 0F: 3 clusters Score -6543723 nChanged 21589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -6555723.000000 Penalty: 5333.486816
	Iteration 1F: 3 clusters Score -6555723 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -6556308.500000 Penalty: 5333.486816
	Iteration 2Q: 3 clusters Score -6556308 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -6557070.500000 Penalty: 5333.486816
	Iteration 3Q: 3 clusters Score -6557070 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -6558136.500000 Penalty: 5333.486816
	Iteration 4Q: 3 clusters Score -6558136 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -6559673.500000 Penalty: 5333.486816
	Iteration 5F: 3 clusters Score -6559674 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -6562084.000000 Penalty: 5333.486816
	Iteration 6F: 3 clusters Score -6562084 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -6565230.500000 Penalty: 5333.486816
	Iteration 7F: 3 clusters Score -6565230 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -6568452.000000 Penalty: 5333.486816
	Iteration 8F: 3 clusters Score -6568452 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -6570809.000000 Penalty: 5333.486816
	Iteration 9Q: 3 clusters Score -6570809 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -6572138.500000 Penalty: 5333.486816
	Iteration 10Q: 3 clusters Score -6572138 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -6572726.000000 Penalty: 5333.486816
	Iteration 11Q: 3 clusters Score -6572726 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -6572986.000000 Penalty: 5333.486816
	Iteration 12Q: 3 clusters Score -6572986 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -6573112.500000 Penalty: 5333.486816
	Iteration 13Q: 3 clusters Score -6573112 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -6573212.000000 Penalty: 5333.486816
	Iteration 14Q: 3 clusters Score -6573212 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -6573264.000000 Penalty: 5333.486816
	Iteration 15Q: 3 clusters Score -6573264 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -6573280.500000 Penalty: 5333.486816
	Iteration 16Q: 3 clusters Score -6573280 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -6573298.500000 Penalty: 5333.486816
	Iteration 17Q: 3 clusters Score -6573298 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -6573332.500000 Penalty: 5333.486816
	Iteration 18Q: 3 clusters Score -6573332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -6573346.500000 Penalty: 5333.486816
	Iteration 19Q: 3 clusters Score -6573346 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6573363.000000 Penalty: 5333.486816
	Iteration 20F: 3 clusters Score -6573363 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6573393.000000 Penalty: 5333.486816
	Iteration 21Q: 3 clusters Score -6573393 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -6573402.000000 Penalty: 5333.486816
	Iteration 22Q: 3 clusters Score -6573402 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6573425.500000 Penalty: 5333.486816
	Iteration 23Q: 3 clusters Score -6573426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -6573433.000000 Penalty: 5333.486816
	Iteration 24Q: 3 clusters Score -6573433 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -6573431.000000 Penalty: 5333.486816
	Iteration 25Q: 3 clusters Score -6573431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -6573430.000000 Penalty: 5333.486816
	Iteration 26Q: 3 clusters Score -6573430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -6573427.500000 Penalty: 5333.486816
	Iteration 27Q: 3 clusters Score -6573428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -6573436.500000 Penalty: 5333.486816
	Iteration 28Q: 3 clusters Score -6573436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6573450.500000 Penalty: 5333.486816
	Iteration 29Q: 3 clusters Score -6573450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6573434.500000 Penalty: 5333.486816
	Iteration 30Q: 3 clusters Score -6573434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6573449.500000 Penalty: 5333.486816
	Iteration 31Q: 3 clusters Score -6573450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -6573452.500000 Penalty: 5333.486816
	Iteration 32Q: 3 clusters Score -6573452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6573458.500000 Penalty: 5333.486816
	Iteration 33Q: 3 clusters Score -6573458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -6573460.500000 Penalty: 5333.486816
	Iteration 34Q: 3 clusters Score -6573460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6573475.500000 Penalty: 5333.486816
	Iteration 35Q: 3 clusters Score -6573476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -6573477.000000 Penalty: 5333.486816
	Iteration 36Q: 3 clusters Score -6573477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6573481.500000 Penalty: 5333.486816
	Iteration 37Q: 3 clusters Score -6573482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6573475.500000 Penalty: 5333.486816
	Iteration 38Q: 3 clusters Score -6573476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6573488.500000 Penalty: 5333.486816
	Iteration 39Q: 3 clusters Score -6573488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -6573497.500000 Penalty: 5333.486816
	Iteration 40F: 3 clusters Score -6573498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6573500.000000 Penalty: 5333.486816
	Iteration 41Q: 3 clusters Score -6573500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -6573502.500000 Penalty: 5333.486816
	Iteration 42Q: 3 clusters Score -6573502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -6573512.500000 Penalty: 5333.486816
	Iteration 43Q: 3 clusters Score -6573512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6573516.500000 Penalty: 5333.486816
	Iteration 44Q: 3 clusters Score -6573516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6573507.500000 Penalty: 5333.486816
	Iteration 45Q: 3 clusters Score -6573508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -6573509.500000 Penalty: 5333.486816
	Iteration 46Q: 3 clusters Score -6573510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6573509.500000 Penalty: 5333.486816
	Iteration 47Q: 3 clusters Score -6573510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -6573512.500000 Penalty: 5333.486816
	Iteration 48Q: 3 clusters Score -6573512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6573515.000000 Penalty: 5333.486816
	Iteration 49Q: 3 clusters Score -6573515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6573515.000000 Penalty: 5333.486816
	Iteration 50F: 3 clusters Score -6573515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Entering Unmasked Estep 
Score: -287022.250000 Penalty: 1895.346069
	Iteration 0F: 2 clusters Score -287022.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -284315.125000 Penalty: 3790.692139
	Iteration 0F: 3 clusters Score -284315.1 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -284806.125000 Penalty: 3790.692139
	Iteration 1F: 3 clusters Score -284806.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -284926.593750 Penalty: 3790.692139
	Iteration 2F: 3 clusters Score -284926.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -284976.000000 Penalty: 3790.692139
	Iteration 3Q: 3 clusters Score -284976 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -285012.562500 Penalty: 3790.692139
	Iteration 4Q: 3 clusters Score -285012.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -285038.281250 Penalty: 3790.692139
	Iteration 5Q: 3 clusters Score -285038.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -285056.906250 Penalty: 3790.692139
	Iteration 6Q: 3 clusters Score -285056.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -285069.531250 Penalty: 3790.692139
	Iteration 7Q: 3 clusters Score -285069.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -285081.593750 Penalty: 3790.692139
	Iteration 8Q: 3 clusters Score -285081.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -285091.187500 Penalty: 3790.692139
	Iteration 9Q: 3 clusters Score -285091.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -285099.093750 Penalty: 3790.692139
	Iteration 10Q: 3 clusters Score -285099.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -285106.281250 Penalty: 3790.692139
	Iteration 11Q: 3 clusters Score -285106.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -285109.750000 Penalty: 3790.692139
	Iteration 12Q: 3 clusters Score -285109.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -285112.875000 Penalty: 3790.692139
	Iteration 13Q: 3 clusters Score -285112.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -285114.843750 Penalty: 3790.692139
	Iteration 14Q: 3 clusters Score -285114.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -285116.187500 Penalty: 3790.692139
	Iteration 15Q: 3 clusters Score -285116.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -285119.406250 Penalty: 3790.692139
	Iteration 16Q: 3 clusters Score -285119.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -285121.281250 Penalty: 3790.692139
	Iteration 17Q: 3 clusters Score -285121.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -285122.031250 Penalty: 3790.692139
	Iteration 18Q: 3 clusters Score -285122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -285122.031250 Penalty: 3790.692139
	Iteration 19F: 3 clusters Score -285122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (81768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81768 members 
Entering Unmasked Estep 
Score: -11282240.000000 Penalty: 2805.287109
	Iteration 0F: 2 clusters Score -1.128224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -11227339.000000 Penalty: 5610.574219
	Iteration 0F: 3 clusters Score -1.122734e+07 nChanged 38750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -11249343.000000 Penalty: 5610.574219
	Iteration 1F: 3 clusters Score -1.124934e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -11250076.000000 Penalty: 5610.574219
	Iteration 2Q: 3 clusters Score -1.125008e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -11251015.000000 Penalty: 5610.574219
	Iteration 3Q: 3 clusters Score -1.125102e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -11252377.000000 Penalty: 5610.574219
	Iteration 4Q: 3 clusters Score -1.125238e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -11254029.000000 Penalty: 5610.574219
	Iteration 5Q: 3 clusters Score -1.125403e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -11255858.000000 Penalty: 5610.574219
	Iteration 6Q: 3 clusters Score -1.125586e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 49905 members 
Entering Unmasked Estep 
Score: -11257623.000000 Penalty: 5610.574219
	Iteration 7Q: 3 clusters Score -1.125762e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 52543 members 
Entering Unmasked Estep 
Score: -11259562.000000 Penalty: 5610.574219
	Iteration 8Q: 3 clusters Score -1.125956e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 55625 members 
Entering Unmasked Estep 
Score: -11261633.000000 Penalty: 5610.574219
	Iteration 9Q: 3 clusters Score -1.126163e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 59134 members 
Entering Unmasked Estep 
Score: -11264137.000000 Penalty: 5610.574219
	Iteration 10Q: 3 clusters Score -1.126414e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 62868 members 
Entering Unmasked Estep 
Score: -11266836.000000 Penalty: 5610.574219
	Iteration 11Q: 3 clusters Score -1.126684e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 66393 members 
Entering Unmasked Estep 
Score: -11269566.000000 Penalty: 5610.574219
	Iteration 12Q: 3 clusters Score -1.126957e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 69520 members 
Entering Unmasked Estep 
Score: -11272013.000000 Penalty: 5610.574219
	Iteration 13Q: 3 clusters Score -1.127201e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 72132 members 
Entering Unmasked Estep 
Score: -11274090.000000 Penalty: 5610.574219
	Iteration 14Q: 3 clusters Score -1.127409e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 74209 members 
Entering Unmasked Estep 
Score: -11275582.000000 Penalty: 5610.574219
	Iteration 15Q: 3 clusters Score -1.127558e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 75835 members 
Entering Unmasked Estep 
Score: -11276742.000000 Penalty: 5610.574219
	Iteration 16Q: 3 clusters Score -1.127674e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 77120 members 
Entering Unmasked Estep 
Score: -11277647.000000 Penalty: 5610.574219
	Iteration 17Q: 3 clusters Score -1.127765e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 78080 members 
Entering Unmasked Estep 
Score: -11278351.000000 Penalty: 5610.574219
	Iteration 18Q: 3 clusters Score -1.127835e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 78839 members 
Entering Unmasked Estep 
Score: -11278838.000000 Penalty: 5610.574219
	Iteration 19Q: 3 clusters Score -1.127884e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 79386 members 
Entering Unmasked Estep 
Score: -11279169.000000 Penalty: 5610.574219
	Iteration 20F: 3 clusters Score -1.127917e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 79795 members 
Entering Unmasked Estep 
Score: -11279384.000000 Penalty: 5610.574219
	Iteration 21Q: 3 clusters Score -1.127938e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 80082 members 
Entering Unmasked Estep 
Score: -11279526.000000 Penalty: 5610.574219
	Iteration 22Q: 3 clusters Score -1.127953e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 80298 members 
Entering Unmasked Estep 
Score: -11279646.000000 Penalty: 5610.574219
	Iteration 23Q: 3 clusters Score -1.127965e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 80464 members 
Entering Unmasked Estep 
Score: -11279746.000000 Penalty: 5610.574219
	Iteration 24Q: 3 clusters Score -1.127975e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 80599 members 
Entering Unmasked Estep 
Score: -11279817.000000 Penalty: 5610.574219
	Iteration 25Q: 3 clusters Score -1.127982e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 80682 members 
Entering Unmasked Estep 
Score: -11279870.000000 Penalty: 5610.574219
	Iteration 26Q: 3 clusters Score -1.127987e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 80750 members 
Entering Unmasked Estep 
Score: -11279903.000000 Penalty: 5610.574219
	Iteration 27Q: 3 clusters Score -1.12799e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 80792 members 
Entering Unmasked Estep 
Score: -11279914.000000 Penalty: 5610.574219
	Iteration 28Q: 3 clusters Score -1.127991e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 80836 members 
Entering Unmasked Estep 
Score: -11279942.000000 Penalty: 5610.574219
	Iteration 29Q: 3 clusters Score -1.127994e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 80872 members 
Entering Unmasked Estep 
Score: -11279968.000000 Penalty: 5610.574219
	Iteration 30Q: 3 clusters Score -1.127997e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 80898 members 
Entering Unmasked Estep 
Score: -11279966.000000 Penalty: 5610.574219
	Iteration 31Q: 3 clusters Score -1.127997e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 80919 members 
Entering Unmasked Estep 
Score: -11279974.000000 Penalty: 5610.574219
	Iteration 32Q: 3 clusters Score -1.127997e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 80941 members 
Entering Unmasked Estep 
Score: -11279987.000000 Penalty: 5610.574219
	Iteration 33Q: 3 clusters Score -1.127999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 80954 members 
Entering Unmasked Estep 
Score: -11280000.000000 Penalty: 5610.574219
	Iteration 34Q: 3 clusters Score -1.128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 80962 members 
Entering Unmasked Estep 
Score: -11279991.000000 Penalty: 5610.574219
	Iteration 35Q: 3 clusters Score -1.127999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 80968 members 
Entering Unmasked Estep 
Score: -11279997.000000 Penalty: 5610.574219
	Iteration 36Q: 3 clusters Score -1.128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 80973 members 
Entering Unmasked Estep 
Score: -11279992.000000 Penalty: 5610.574219
	Iteration 37Q: 3 clusters Score -1.127999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 80977 members 
Entering Unmasked Estep 
Score: -11279997.000000 Penalty: 5610.574219
	Iteration 38Q: 3 clusters Score -1.128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 80981 members 
Entering Unmasked Estep 
Score: -11280002.000000 Penalty: 5610.574219
	Iteration 39Q: 3 clusters Score -1.128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 80986 members 
Entering Unmasked Estep 
Score: -11279993.000000 Penalty: 5610.574219
	Iteration 40F: 3 clusters Score -1.127999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 80988 members 
Entering Unmasked Estep 
Score: -11279995.000000 Penalty: 5610.574219
	Iteration 41Q: 3 clusters Score -1.128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 80992 members 
Entering Unmasked Estep 
Score: -11280004.000000 Penalty: 5610.574219
	Iteration 42Q: 3 clusters Score -1.128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 80993 members 
Entering Unmasked Estep 
Score: -11280011.000000 Penalty: 5610.574219
	Iteration 43Q: 3 clusters Score -1.128001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 80995 members 
Entering Unmasked Estep 
Score: -11280021.000000 Penalty: 5610.574219
	Iteration 44Q: 3 clusters Score -1.128002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 80996 members 
Entering Unmasked Estep 
Score: -11280021.000000 Penalty: 5610.574219
	Iteration 45Q: 3 clusters Score -1.128002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 80997 members 
Entering Unmasked Estep 
Score: -11280023.000000 Penalty: 5610.574219
	Iteration 46Q: 3 clusters Score -1.128002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 80999 members 
Entering Unmasked Estep 
Score: -11280024.000000 Penalty: 5610.574219
	Iteration 47Q: 3 clusters Score -1.128002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 81000 members 
Entering Unmasked Estep 
Score: -11280022.000000 Penalty: 5610.574219
	Iteration 48Q: 3 clusters Score -1.128002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 81001 members 
Entering Unmasked Estep 
Score: -11280026.000000 Penalty: 5610.574219
	Iteration 49Q: 3 clusters Score -1.128003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 81002 members 
Entering Unmasked Estep 
Score: -11280030.000000 Penalty: 5610.574219
	Iteration 50Q: 3 clusters Score -1.128003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 81004 members 
Entering Unmasked Estep 
Score: -11280018.000000 Penalty: 5610.574219
	Iteration 51Q: 3 clusters Score -1.128002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 81007 members 
Entering Unmasked Estep 
Score: -11280022.000000 Penalty: 5610.574219
	Iteration 52Q: 3 clusters Score -1.128002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 81009 members 
Entering Unmasked Estep 
Score: -11280026.000000 Penalty: 5610.574219
	Iteration 53Q: 3 clusters Score -1.128003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 81009 members 
Entering Unmasked Estep 
Score: -11280026.000000 Penalty: 5610.574219
	Iteration 54F: 3 clusters Score -1.128003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Entering Unmasked Estep 
Score: -5187888.000000 Penalty: 2607.798340
	Iteration 0F: 2 clusters Score -5187888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -5162799.500000 Penalty: 5215.596680
	Iteration 0F: 3 clusters Score -5162800 nChanged 16777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -5172121.500000 Penalty: 5215.596680
	Iteration 1F: 3 clusters Score -5172122 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -5172604.500000 Penalty: 5215.596680
	Iteration 2Q: 3 clusters Score -5172604 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -5173115.000000 Penalty: 5215.596680
	Iteration 3Q: 3 clusters Score -5173115 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -5173645.000000 Penalty: 5215.596680
	Iteration 4Q: 3 clusters Score -5173645 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -5174205.500000 Penalty: 5215.596680
	Iteration 5Q: 3 clusters Score -5174206 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -5174947.500000 Penalty: 5215.596680
	Iteration 6Q: 3 clusters Score -5174948 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -5175800.500000 Penalty: 5215.596680
	Iteration 7Q: 3 clusters Score -5175800 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -5176895.500000 Penalty: 5215.596680
	Iteration 8Q: 3 clusters Score -5176896 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -5178159.000000 Penalty: 5215.596680
	Iteration 9F: 3 clusters Score -5178159 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -5179620.500000 Penalty: 5215.596680
	Iteration 10F: 3 clusters Score -5179620 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -5180884.000000 Penalty: 5215.596680
	Iteration 11F: 3 clusters Score -5180884 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -5181547.500000 Penalty: 5215.596680
	Iteration 12Q: 3 clusters Score -5181548 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -5181823.000000 Penalty: 5215.596680
	Iteration 13Q: 3 clusters Score -5181823 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -5181966.000000 Penalty: 5215.596680
	Iteration 14Q: 3 clusters Score -5181966 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -5182038.500000 Penalty: 5215.596680
	Iteration 15Q: 3 clusters Score -5182038 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -5182136.000000 Penalty: 5215.596680
	Iteration 16Q: 3 clusters Score -5182136 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -5182232.000000 Penalty: 5215.596680
	Iteration 17Q: 3 clusters Score -5182232 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -5182310.000000 Penalty: 5215.596680
	Iteration 18Q: 3 clusters Score -5182310 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -5182347.000000 Penalty: 5215.596680
	Iteration 19Q: 3 clusters Score -5182347 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -5182431.000000 Penalty: 5215.596680
	Iteration 20F: 3 clusters Score -5182431 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -5182493.500000 Penalty: 5215.596680
	Iteration 21Q: 3 clusters Score -5182494 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -5182556.000000 Penalty: 5215.596680
	Iteration 22Q: 3 clusters Score -5182556 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -5182593.500000 Penalty: 5215.596680
	Iteration 23Q: 3 clusters Score -5182594 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -5182635.500000 Penalty: 5215.596680
	Iteration 24Q: 3 clusters Score -5182636 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -5182654.500000 Penalty: 5215.596680
	Iteration 25Q: 3 clusters Score -5182654 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -5182700.500000 Penalty: 5215.596680
	Iteration 26Q: 3 clusters Score -5182700 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -5182730.000000 Penalty: 5215.596680
	Iteration 27Q: 3 clusters Score -5182730 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -5182745.500000 Penalty: 5215.596680
	Iteration 28Q: 3 clusters Score -5182746 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -5182768.000000 Penalty: 5215.596680
	Iteration 29Q: 3 clusters Score -5182768 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -5182784.000000 Penalty: 5215.596680
	Iteration 30Q: 3 clusters Score -5182784 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -5182795.000000 Penalty: 5215.596680
	Iteration 31Q: 3 clusters Score -5182795 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -5182805.000000 Penalty: 5215.596680
	Iteration 32Q: 3 clusters Score -5182805 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -5182819.500000 Penalty: 5215.596680
	Iteration 33Q: 3 clusters Score -5182820 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -5182836.500000 Penalty: 5215.596680
	Iteration 34Q: 3 clusters Score -5182836 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -5182837.500000 Penalty: 5215.596680
	Iteration 35Q: 3 clusters Score -5182838 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -5182857.500000 Penalty: 5215.596680
	Iteration 36Q: 3 clusters Score -5182858 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -5182871.500000 Penalty: 5215.596680
	Iteration 37Q: 3 clusters Score -5182872 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -5182878.500000 Penalty: 5215.596680
	Iteration 38Q: 3 clusters Score -5182878 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -5182887.500000 Penalty: 5215.596680
	Iteration 39Q: 3 clusters Score -5182888 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -5182897.000000 Penalty: 5215.596680
	Iteration 40F: 3 clusters Score -5182897 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -5182900.500000 Penalty: 5215.596680
	Iteration 41Q: 3 clusters Score -5182900 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -5182909.000000 Penalty: 5215.596680
	Iteration 42Q: 3 clusters Score -5182909 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -5182919.000000 Penalty: 5215.596680
	Iteration 43Q: 3 clusters Score -5182919 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -5182920.500000 Penalty: 5215.596680
	Iteration 44Q: 3 clusters Score -5182920 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -5182922.500000 Penalty: 5215.596680
	Iteration 45Q: 3 clusters Score -5182922 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -5182931.000000 Penalty: 5215.596680
	Iteration 46Q: 3 clusters Score -5182931 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -5182934.000000 Penalty: 5215.596680
	Iteration 47Q: 3 clusters Score -5182934 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -5182939.000000 Penalty: 5215.596680
	Iteration 48Q: 3 clusters Score -5182939 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -5182954.500000 Penalty: 5215.596680
	Iteration 49Q: 3 clusters Score -5182954 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -5182963.500000 Penalty: 5215.596680
	Iteration 50Q: 3 clusters Score -5182964 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -5182972.000000 Penalty: 5215.596680
	Iteration 51Q: 3 clusters Score -5182972 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -5182983.500000 Penalty: 5215.596680
	Iteration 52Q: 3 clusters Score -5182984 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -5182996.000000 Penalty: 5215.596680
	Iteration 53Q: 3 clusters Score -5182996 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -5182981.000000 Penalty: 5215.596680
	Iteration 54Q: 3 clusters Score -5182981 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -5182981.000000 Penalty: 5215.596680
	Iteration 55Q: 3 clusters Score -5182981 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -5182979.000000 Penalty: 5215.596680
	Iteration 56Q: 3 clusters Score -5182979 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -5182988.500000 Penalty: 5215.596680
	Iteration 57Q: 3 clusters Score -5182988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -5182993.000000 Penalty: 5215.596680
	Iteration 58Q: 3 clusters Score -5182993 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -5182996.000000 Penalty: 5215.596680
	Iteration 59Q: 3 clusters Score -5182996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -5182989.500000 Penalty: 5215.596680
	Iteration 60F: 3 clusters Score -5182990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -5183002.000000 Penalty: 5215.596680
	Iteration 61Q: 3 clusters Score -5183002 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -5182994.500000 Penalty: 5215.596680
	Iteration 62Q: 3 clusters Score -5182994 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -5183004.500000 Penalty: 5215.596680
	Iteration 63Q: 3 clusters Score -5183004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -5183005.000000 Penalty: 5215.596680
	Iteration 64Q: 3 clusters Score -5183005 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -5183005.000000 Penalty: 5215.596680
	Iteration 65Q: 3 clusters Score -5183005 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -5183006.500000 Penalty: 5215.596680
	Iteration 66Q: 3 clusters Score -5183006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -5183024.500000 Penalty: 5215.596680
	Iteration 67Q: 3 clusters Score -5183024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -5183017.500000 Penalty: 5215.596680
	Iteration 68Q: 3 clusters Score -5183018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -5183020.500000 Penalty: 5215.596680
	Iteration 69Q: 3 clusters Score -5183020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -5183018.000000 Penalty: 5215.596680
	Iteration 70Q: 3 clusters Score -5183018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -5183016.000000 Penalty: 5215.596680
	Iteration 71Q: 3 clusters Score -5183016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -5183007.500000 Penalty: 5215.596680
	Iteration 72Q: 3 clusters Score -5183008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -5183012.500000 Penalty: 5215.596680
	Iteration 73Q: 3 clusters Score -5183012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -5183022.000000 Penalty: 5215.596680
	Iteration 74Q: 3 clusters Score -5183022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -5183025.500000 Penalty: 5215.596680
	Iteration 75Q: 3 clusters Score -5183026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -5183028.500000 Penalty: 5215.596680
	Iteration 76Q: 3 clusters Score -5183028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -5183024.000000 Penalty: 5215.596680
	Iteration 77Q: 3 clusters Score -5183024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -5183019.000000 Penalty: 5215.596680
	Iteration 78Q: 3 clusters Score -5183019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -5183019.000000 Penalty: 5215.596680
	Iteration 79Q: 3 clusters Score -5183019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -5183020.000000 Penalty: 5215.596680
	Iteration 80F: 3 clusters Score -5183020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -5183019.500000 Penalty: 5215.596680
	Iteration 81Q: 3 clusters Score -5183020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -5183016.000000 Penalty: 5215.596680
	Iteration 82Q: 3 clusters Score -5183016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -5183024.000000 Penalty: 5215.596680
	Iteration 83Q: 3 clusters Score -5183024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -5183018.000000 Penalty: 5215.596680
	Iteration 84Q: 3 clusters Score -5183018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -5183016.000000 Penalty: 5215.596680
	Iteration 85Q: 3 clusters Score -5183016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -5183021.500000 Penalty: 5215.596680
	Iteration 86Q: 3 clusters Score -5183022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -5183028.500000 Penalty: 5215.596680
	Iteration 87Q: 3 clusters Score -5183028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -5183036.500000 Penalty: 5215.596680
	Iteration 88Q: 3 clusters Score -5183036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -5183034.000000 Penalty: 5215.596680
	Iteration 89Q: 3 clusters Score -5183034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -5183037.000000 Penalty: 5215.596680
	Iteration 90Q: 3 clusters Score -5183037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -5183040.000000 Penalty: 5215.596680
	Iteration 91Q: 3 clusters Score -5183040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -5183038.500000 Penalty: 5215.596680
	Iteration 92Q: 3 clusters Score -5183038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -5183043.000000 Penalty: 5215.596680
	Iteration 93Q: 3 clusters Score -5183043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -5183047.000000 Penalty: 5215.596680
	Iteration 94Q: 3 clusters Score -5183047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -5183042.000000 Penalty: 5215.596680
	Iteration 95Q: 3 clusters Score -5183042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -5183042.000000 Penalty: 5215.596680
	Iteration 96Q: 3 clusters Score -5183042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -5183046.000000 Penalty: 5215.596680
	Iteration 97Q: 3 clusters Score -5183046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -5183040.500000 Penalty: 5215.596680
	Iteration 98Q: 3 clusters Score -5183040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -5183042.500000 Penalty: 5215.596680
	Iteration 99Q: 3 clusters Score -5183042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -5183039.000000 Penalty: 5215.596680
	Iteration 100F: 3 clusters Score -5183039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -5183029.500000 Penalty: 5215.596680
	Iteration 101Q: 3 clusters Score -5183030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -5183040.500000 Penalty: 5215.596680
	Iteration 102Q: 3 clusters Score -5183040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -5183042.000000 Penalty: 5215.596680
	Iteration 103Q: 3 clusters Score -5183042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -5183043.500000 Penalty: 5215.596680
	Iteration 104Q: 3 clusters Score -5183044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -5183043.000000 Penalty: 5215.596680
	Iteration 105Q: 3 clusters Score -5183043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -5183042.500000 Penalty: 5215.596680
	Iteration 106Q: 3 clusters Score -5183042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -5183040.500000 Penalty: 5215.596680
	Iteration 107Q: 3 clusters Score -5183040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -5183046.500000 Penalty: 5215.596680
	Iteration 108Q: 3 clusters Score -5183046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -5183051.500000 Penalty: 5215.596680
	Iteration 109Q: 3 clusters Score -5183052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -5183054.500000 Penalty: 5215.596680
	Iteration 110Q: 3 clusters Score -5183054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -5183056.000000 Penalty: 5215.596680
	Iteration 111Q: 3 clusters Score -5183056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -5183053.000000 Penalty: 5215.596680
	Iteration 112Q: 3 clusters Score -5183053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -5183049.000000 Penalty: 5215.596680
	Iteration 113Q: 3 clusters Score -5183049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -5183052.500000 Penalty: 5215.596680
	Iteration 114Q: 3 clusters Score -5183052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -5183053.500000 Penalty: 5215.596680
	Iteration 115Q: 3 clusters Score -5183054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -5183056.500000 Penalty: 5215.596680
	Iteration 116Q: 3 clusters Score -5183056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -5183052.000000 Penalty: 5215.596680
	Iteration 117Q: 3 clusters Score -5183052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -5183049.500000 Penalty: 5215.596680
	Iteration 118Q: 3 clusters Score -5183050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -5183053.500000 Penalty: 5215.596680
	Iteration 119Q: 3 clusters Score -5183054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -5183053.500000 Penalty: 5215.596680
	Iteration 120F: 3 clusters Score -5183054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -5183058.500000 Penalty: 5215.596680
	Iteration 121Q: 3 clusters Score -5183058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -5183053.500000 Penalty: 5215.596680
	Iteration 122Q: 3 clusters Score -5183054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -5183055.500000 Penalty: 5215.596680
	Iteration 123Q: 3 clusters Score -5183056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -5183059.500000 Penalty: 5215.596680
	Iteration 124Q: 3 clusters Score -5183060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -5183053.000000 Penalty: 5215.596680
	Iteration 125Q: 3 clusters Score -5183053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -5183043.000000 Penalty: 5215.596680
	Iteration 126Q: 3 clusters Score -5183043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -5183053.000000 Penalty: 5215.596680
	Iteration 127Q: 3 clusters Score -5183053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -5183050.000000 Penalty: 5215.596680
	Iteration 128Q: 3 clusters Score -5183050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -5183050.000000 Penalty: 5215.596680
	Iteration 129F: 3 clusters Score -5183050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (66292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66292 members 
Entering Unmasked Estep 
Score: -9279149.000000 Penalty: 2753.252441
	Iteration 0F: 2 clusters Score -9279149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -9234616.000000 Penalty: 5506.504883
	Iteration 0F: 3 clusters Score -9234616 nChanged 31003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -9252048.000000 Penalty: 5506.504883
	Iteration 1F: 3 clusters Score -9252048 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -9253051.000000 Penalty: 5506.504883
	Iteration 2Q: 3 clusters Score -9253051 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -9254731.000000 Penalty: 5506.504883
	Iteration 3F: 3 clusters Score -9254731 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -9257622.000000 Penalty: 5506.504883
	Iteration 4F: 3 clusters Score -9257622 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -9262276.000000 Penalty: 5506.504883
	Iteration 5F: 3 clusters Score -9262276 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 55877 members 
Entering Unmasked Estep 
Score: -9267661.000000 Penalty: 5506.504883
	Iteration 6F: 3 clusters Score -9267661 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 60316 members 
Entering Unmasked Estep 
Score: -9272200.000000 Penalty: 5506.504883
	Iteration 7F: 3 clusters Score -9272200 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 62904 members 
Entering Unmasked Estep 
Score: -9274842.000000 Penalty: 5506.504883
	Iteration 8Q: 3 clusters Score -9274842 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 64129 members 
Entering Unmasked Estep 
Score: -9275992.000000 Penalty: 5506.504883
	Iteration 9Q: 3 clusters Score -9275992 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 64625 members 
Entering Unmasked Estep 
Score: -9276465.000000 Penalty: 5506.504883
	Iteration 10Q: 3 clusters Score -9276465 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 64866 members 
Entering Unmasked Estep 
Score: -9276688.000000 Penalty: 5506.504883
	Iteration 11Q: 3 clusters Score -9276688 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 65003 members 
Entering Unmasked Estep 
Score: -9276800.000000 Penalty: 5506.504883
	Iteration 12Q: 3 clusters Score -9276800 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 65067 members 
Entering Unmasked Estep 
Score: -9276875.000000 Penalty: 5506.504883
	Iteration 13Q: 3 clusters Score -9276875 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 65126 members 
Entering Unmasked Estep 
Score: -9276931.000000 Penalty: 5506.504883
	Iteration 14Q: 3 clusters Score -9276931 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 65163 members 
Entering Unmasked Estep 
Score: -9276966.000000 Penalty: 5506.504883
	Iteration 15Q: 3 clusters Score -9276966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 65183 members 
Entering Unmasked Estep 
Score: -9276989.000000 Penalty: 5506.504883
	Iteration 16Q: 3 clusters Score -9276989 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 65197 members 
Entering Unmasked Estep 
Score: -9276995.000000 Penalty: 5506.504883
	Iteration 17Q: 3 clusters Score -9276995 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 65207 members 
Entering Unmasked Estep 
Score: -9277006.000000 Penalty: 5506.504883
	Iteration 18Q: 3 clusters Score -9277006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 65217 members 
Entering Unmasked Estep 
Score: -9277019.000000 Penalty: 5506.504883
	Iteration 19Q: 3 clusters Score -9277019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 65231 members 
Entering Unmasked Estep 
Score: -9277025.000000 Penalty: 5506.504883
	Iteration 20F: 3 clusters Score -9277025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 65242 members 
Entering Unmasked Estep 
Score: -9277027.000000 Penalty: 5506.504883
	Iteration 21Q: 3 clusters Score -9277027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 65243 members 
Entering Unmasked Estep 
Score: -9277038.000000 Penalty: 5506.504883
	Iteration 22Q: 3 clusters Score -9277038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -9277044.000000 Penalty: 5506.504883
	Iteration 23Q: 3 clusters Score -9277044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 65254 members 
Entering Unmasked Estep 
Score: -9277044.000000 Penalty: 5506.504883
	Iteration 24Q: 3 clusters Score -9277044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 65262 members 
Entering Unmasked Estep 
Score: -9277057.000000 Penalty: 5506.504883
	Iteration 25Q: 3 clusters Score -9277057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 65269 members 
Entering Unmasked Estep 
Score: -9277052.000000 Penalty: 5506.504883
	Iteration 26Q: 3 clusters Score -9277052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 65275 members 
Entering Unmasked Estep 
Score: -9277050.000000 Penalty: 5506.504883
	Iteration 27Q: 3 clusters Score -9277050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 65282 members 
Entering Unmasked Estep 
Score: -9277044.000000 Penalty: 5506.504883
	Iteration 28Q: 3 clusters Score -9277044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -9277052.000000 Penalty: 5506.504883
	Iteration 29Q: 3 clusters Score -9277052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -9277052.000000 Penalty: 5506.504883
	Iteration 30Q: 3 clusters Score -9277052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 65288 members 
Entering Unmasked Estep 
Score: -9277048.000000 Penalty: 5506.504883
	Iteration 31Q: 3 clusters Score -9277048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 65289 members 
Entering Unmasked Estep 
Score: -9277052.000000 Penalty: 5506.504883
	Iteration 32Q: 3 clusters Score -9277052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -9277051.000000 Penalty: 5506.504883
	Iteration 33Q: 3 clusters Score -9277051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -9277058.000000 Penalty: 5506.504883
	Iteration 34Q: 3 clusters Score -9277058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 65297 members 
Entering Unmasked Estep 
Score: -9277061.000000 Penalty: 5506.504883
	Iteration 35Q: 3 clusters Score -9277061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 65298 members 
Entering Unmasked Estep 
Score: -9277062.000000 Penalty: 5506.504883
	Iteration 36Q: 3 clusters Score -9277062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 65298 members 
Entering Unmasked Estep 
Score: -9277062.000000 Penalty: 5506.504883
	Iteration 37F: 3 clusters Score -9277062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (136269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136269 members 
Entering Unmasked Estep 
Score: -18980378.000000 Penalty: 2931.951660
	Iteration 0F: 2 clusters Score -1.898038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67796 members 
Mstep: Class 2 contains 68473 members 
Entering Unmasked Estep 
Score: -18891772.000000 Penalty: 5863.903320
	Iteration 0F: 3 clusters Score -1.889177e+07 nChanged 64982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64450 members 
Mstep: Class 2 contains 71819 members 
Entering Unmasked Estep 
Score: -18929906.000000 Penalty: 5863.903320
	Iteration 1F: 3 clusters Score -1.892991e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 73799 members 
Entering Unmasked Estep 
Score: -18931144.000000 Penalty: 5863.903320
	Iteration 2Q: 3 clusters Score -1.893114e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 76825 members 
Entering Unmasked Estep 
Score: -18933086.000000 Penalty: 5863.903320
	Iteration 3Q: 3 clusters Score -1.893309e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 81261 members 
Entering Unmasked Estep 
Score: -18936028.000000 Penalty: 5863.903320
	Iteration 4Q: 3 clusters Score -1.893603e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 87384 members 
Entering Unmasked Estep 
Score: -18940536.000000 Penalty: 5863.903320
	Iteration 5F: 3 clusters Score -1.894054e+07 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 95292 members 
Entering Unmasked Estep 
Score: -18947034.000000 Penalty: 5863.903320
	Iteration 6F: 3 clusters Score -1.894703e+07 nChanged 9290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 104258 members 
Entering Unmasked Estep 
Score: -18954892.000000 Penalty: 5863.903320
	Iteration 7F: 3 clusters Score -1.895489e+07 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 112942 members 
Entering Unmasked Estep 
Score: -18962366.000000 Penalty: 5863.903320
	Iteration 8F: 3 clusters Score -1.896237e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 120035 members 
Entering Unmasked Estep 
Score: -18968110.000000 Penalty: 5863.903320
	Iteration 9F: 3 clusters Score -1.896811e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 125203 members 
Entering Unmasked Estep 
Score: -18971858.000000 Penalty: 5863.903320
	Iteration 10Q: 3 clusters Score -1.897186e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 128766 members 
Entering Unmasked Estep 
Score: -18974112.000000 Penalty: 5863.903320
	Iteration 11Q: 3 clusters Score -1.897411e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 131088 members 
Entering Unmasked Estep 
Score: -18975556.000000 Penalty: 5863.903320
	Iteration 12Q: 3 clusters Score -1.897556e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 132539 members 
Entering Unmasked Estep 
Score: -18976390.000000 Penalty: 5863.903320
	Iteration 13Q: 3 clusters Score -1.897639e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 133454 members 
Entering Unmasked Estep 
Score: -18976888.000000 Penalty: 5863.903320
	Iteration 14Q: 3 clusters Score -1.897689e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 134007 members 
Entering Unmasked Estep 
Score: -18977198.000000 Penalty: 5863.903320
	Iteration 15Q: 3 clusters Score -1.89772e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 134400 members 
Entering Unmasked Estep 
Score: -18977396.000000 Penalty: 5863.903320
	Iteration 16Q: 3 clusters Score -1.89774e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 134656 members 
Entering Unmasked Estep 
Score: -18977520.000000 Penalty: 5863.903320
	Iteration 17Q: 3 clusters Score -1.897752e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 134830 members 
Entering Unmasked Estep 
Score: -18977592.000000 Penalty: 5863.903320
	Iteration 18Q: 3 clusters Score -1.897759e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 134951 members 
Entering Unmasked Estep 
Score: -18977698.000000 Penalty: 5863.903320
	Iteration 19Q: 3 clusters Score -1.89777e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 135039 members 
Entering Unmasked Estep 
Score: -18977764.000000 Penalty: 5863.903320
	Iteration 20F: 3 clusters Score -1.897776e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 135117 members 
Entering Unmasked Estep 
Score: -18977782.000000 Penalty: 5863.903320
	Iteration 21Q: 3 clusters Score -1.897778e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 135172 members 
Entering Unmasked Estep 
Score: -18977804.000000 Penalty: 5863.903320
	Iteration 22Q: 3 clusters Score -1.89778e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 135218 members 
Entering Unmasked Estep 
Score: -18977814.000000 Penalty: 5863.903320
	Iteration 23Q: 3 clusters Score -1.897781e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 135246 members 
Entering Unmasked Estep 
Score: -18977826.000000 Penalty: 5863.903320
	Iteration 24Q: 3 clusters Score -1.897783e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 135272 members 
Entering Unmasked Estep 
Score: -18977856.000000 Penalty: 5863.903320
	Iteration 25Q: 3 clusters Score -1.897786e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 135302 members 
Entering Unmasked Estep 
Score: -18977890.000000 Penalty: 5863.903320
	Iteration 26Q: 3 clusters Score -1.897789e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 135336 members 
Entering Unmasked Estep 
Score: -18977906.000000 Penalty: 5863.903320
	Iteration 27Q: 3 clusters Score -1.897791e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 135353 members 
Entering Unmasked Estep 
Score: -18977902.000000 Penalty: 5863.903320
	Iteration 28Q: 3 clusters Score -1.89779e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 135374 members 
Entering Unmasked Estep 
Score: -18977920.000000 Penalty: 5863.903320
	Iteration 29Q: 3 clusters Score -1.897792e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 135385 members 
Entering Unmasked Estep 
Score: -18977936.000000 Penalty: 5863.903320
	Iteration 30Q: 3 clusters Score -1.897794e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 135399 members 
Entering Unmasked Estep 
Score: -18977950.000000 Penalty: 5863.903320
	Iteration 31Q: 3 clusters Score -1.897795e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 135410 members 
Entering Unmasked Estep 
Score: -18977952.000000 Penalty: 5863.903320
	Iteration 32Q: 3 clusters Score -1.897795e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 135423 members 
Entering Unmasked Estep 
Score: -18977976.000000 Penalty: 5863.903320
	Iteration 33Q: 3 clusters Score -1.897798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 135422 members 
Entering Unmasked Estep 
Score: -18977986.000000 Penalty: 5863.903320
	Iteration 34Q: 3 clusters Score -1.897799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 135422 members 
Entering Unmasked Estep 
Score: -18977986.000000 Penalty: 5863.903320
	Iteration 35F: 3 clusters Score -1.897799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Entering Unmasked Estep 
Score: -4157659.250000 Penalty: 2563.412598
	Iteration 0F: 2 clusters Score -4157659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -4136553.750000 Penalty: 5126.825195
	Iteration 0F: 3 clusters Score -4136554 nChanged 14015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -4144460.750000 Penalty: 5126.825195
	Iteration 1F: 3 clusters Score -4144461 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -4145273.500000 Penalty: 5126.825195
	Iteration 2F: 3 clusters Score -4145274 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -4146063.000000 Penalty: 5126.825195
	Iteration 3F: 3 clusters Score -4146063 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -4146946.750000 Penalty: 5126.825195
	Iteration 4F: 3 clusters Score -4146947 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -4148008.500000 Penalty: 5126.825195
	Iteration 5F: 3 clusters Score -4148008 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -4149238.000000 Penalty: 5126.825195
	Iteration 6F: 3 clusters Score -4149238 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -4150505.250000 Penalty: 5126.825195
	Iteration 7F: 3 clusters Score -4150505 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -4151597.500000 Penalty: 5126.825195
	Iteration 8F: 3 clusters Score -4151598 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -4152499.000000 Penalty: 5126.825195
	Iteration 9Q: 3 clusters Score -4152499 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -4153169.250000 Penalty: 5126.825195
	Iteration 10Q: 3 clusters Score -4153169 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -4153623.750000 Penalty: 5126.825195
	Iteration 11Q: 3 clusters Score -4153624 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -4153938.750000 Penalty: 5126.825195
	Iteration 12Q: 3 clusters Score -4153939 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -4154194.250000 Penalty: 5126.825195
	Iteration 13Q: 3 clusters Score -4154194 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -4154424.750000 Penalty: 5126.825195
	Iteration 14Q: 3 clusters Score -4154425 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -4154635.000000 Penalty: 5126.825195
	Iteration 15Q: 3 clusters Score -4154635 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -4154816.750000 Penalty: 5126.825195
	Iteration 16Q: 3 clusters Score -4154817 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -4155017.250000 Penalty: 5126.825195
	Iteration 17Q: 3 clusters Score -4155017 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -4155167.250000 Penalty: 5126.825195
	Iteration 18Q: 3 clusters Score -4155167 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -4155302.500000 Penalty: 5126.825195
	Iteration 19Q: 3 clusters Score -4155302 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -4155446.000000 Penalty: 5126.825195
	Iteration 20F: 3 clusters Score -4155446 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4155605.250000 Penalty: 5126.825195
	Iteration 21Q: 3 clusters Score -4155605 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -4155763.250000 Penalty: 5126.825195
	Iteration 22Q: 3 clusters Score -4155763 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4155906.500000 Penalty: 5126.825195
	Iteration 23Q: 3 clusters Score -4155906 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4156036.750000 Penalty: 5126.825195
	Iteration 24Q: 3 clusters Score -4156037 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4156161.750000 Penalty: 5126.825195
	Iteration 25Q: 3 clusters Score -4156162 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4156261.500000 Penalty: 5126.825195
	Iteration 26Q: 3 clusters Score -4156262 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4156383.000000 Penalty: 5126.825195
	Iteration 27Q: 3 clusters Score -4156383 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4156494.000000 Penalty: 5126.825195
	Iteration 28Q: 3 clusters Score -4156494 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4156568.250000 Penalty: 5126.825195
	Iteration 29Q: 3 clusters Score -4156568 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4156616.750000 Penalty: 5126.825195
	Iteration 30Q: 3 clusters Score -4156617 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4156658.500000 Penalty: 5126.825195
	Iteration 31Q: 3 clusters Score -4156658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4156679.000000 Penalty: 5126.825195
	Iteration 32Q: 3 clusters Score -4156679 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4156702.250000 Penalty: 5126.825195
	Iteration 33Q: 3 clusters Score -4156702 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4156738.250000 Penalty: 5126.825195
	Iteration 34Q: 3 clusters Score -4156738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4156756.500000 Penalty: 5126.825195
	Iteration 35Q: 3 clusters Score -4156756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4156781.000000 Penalty: 5126.825195
	Iteration 36Q: 3 clusters Score -4156781 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4156811.750000 Penalty: 5126.825195
	Iteration 37Q: 3 clusters Score -4156812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4156835.250000 Penalty: 5126.825195
	Iteration 38Q: 3 clusters Score -4156835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4156864.250000 Penalty: 5126.825195
	Iteration 39Q: 3 clusters Score -4156864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4156882.500000 Penalty: 5126.825195
	Iteration 40F: 3 clusters Score -4156882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4156907.500000 Penalty: 5126.825195
	Iteration 41Q: 3 clusters Score -4156908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4156924.000000 Penalty: 5126.825195
	Iteration 42Q: 3 clusters Score -4156924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4156933.750000 Penalty: 5126.825195
	Iteration 43Q: 3 clusters Score -4156934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4156950.000000 Penalty: 5126.825195
	Iteration 44Q: 3 clusters Score -4156950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4156964.750000 Penalty: 5126.825195
	Iteration 45Q: 3 clusters Score -4156965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4156978.000000 Penalty: 5126.825195
	Iteration 46Q: 3 clusters Score -4156978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4156973.500000 Penalty: 5126.825195
	Iteration 47Q: 3 clusters Score -4156974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4156979.000000 Penalty: 5126.825195
	Iteration 48Q: 3 clusters Score -4156979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4156979.000000 Penalty: 5126.825195
	Iteration 49Q: 3 clusters Score -4156979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4156980.750000 Penalty: 5126.825195
	Iteration 50Q: 3 clusters Score -4156981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4156982.750000 Penalty: 5126.825195
	Iteration 51Q: 3 clusters Score -4156983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4156982.750000 Penalty: 5126.825195
	Iteration 52F: 3 clusters Score -4156983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Entering Unmasked Estep 
Score: -1038873.125000 Penalty: 2214.335693
	Iteration 0F: 2 clusters Score -1038873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1032720.062500 Penalty: 4428.671387
	Iteration 0F: 3 clusters Score -1032720 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1034350.562500 Penalty: 4428.671387
	Iteration 1F: 3 clusters Score -1034351 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1034623.812500 Penalty: 4428.671387
	Iteration 2F: 3 clusters Score -1034624 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1034825.000000 Penalty: 4428.671387
	Iteration 3F: 3 clusters Score -1034825 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1035023.375000 Penalty: 4428.671387
	Iteration 4Q: 3 clusters Score -1035023 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1035219.250000 Penalty: 4428.671387
	Iteration 5Q: 3 clusters Score -1035219 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1035401.500000 Penalty: 4428.671387
	Iteration 6Q: 3 clusters Score -1035402 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1035599.125000 Penalty: 4428.671387
	Iteration 7Q: 3 clusters Score -1035599 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1035813.000000 Penalty: 4428.671387
	Iteration 8Q: 3 clusters Score -1035813 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1036023.375000 Penalty: 4428.671387
	Iteration 9Q: 3 clusters Score -1036023 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1036220.125000 Penalty: 4428.671387
	Iteration 10Q: 3 clusters Score -1036220 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1036373.375000 Penalty: 4428.671387
	Iteration 11Q: 3 clusters Score -1036373 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1036505.562500 Penalty: 4428.671387
	Iteration 12Q: 3 clusters Score -1036506 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1036605.500000 Penalty: 4428.671387
	Iteration 13Q: 3 clusters Score -1036606 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1036685.437500 Penalty: 4428.671387
	Iteration 14Q: 3 clusters Score -1036685 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1036751.437500 Penalty: 4428.671387
	Iteration 15Q: 3 clusters Score -1036751 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1036807.562500 Penalty: 4428.671387
	Iteration 16Q: 3 clusters Score -1036808 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1036851.250000 Penalty: 4428.671387
	Iteration 17Q: 3 clusters Score -1036851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1036875.062500 Penalty: 4428.671387
	Iteration 18Q: 3 clusters Score -1036875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1036894.562500 Penalty: 4428.671387
	Iteration 19Q: 3 clusters Score -1036895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1036904.187500 Penalty: 4428.671387
	Iteration 20F: 3 clusters Score -1036904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1036912.562500 Penalty: 4428.671387
	Iteration 21Q: 3 clusters Score -1036913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1036922.687500 Penalty: 4428.671387
	Iteration 22Q: 3 clusters Score -1036923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1036926.437500 Penalty: 4428.671387
	Iteration 23Q: 3 clusters Score -1036926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1036927.187500 Penalty: 4428.671387
	Iteration 24Q: 3 clusters Score -1036927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1036933.312500 Penalty: 4428.671387
	Iteration 25Q: 3 clusters Score -1036933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1036941.125000 Penalty: 4428.671387
	Iteration 26Q: 3 clusters Score -1036941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1036946.500000 Penalty: 4428.671387
	Iteration 27Q: 3 clusters Score -1036946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1036950.562500 Penalty: 4428.671387
	Iteration 28Q: 3 clusters Score -1036951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1036952.000000 Penalty: 4428.671387
	Iteration 29Q: 3 clusters Score -1036952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1036956.062500 Penalty: 4428.671387
	Iteration 30Q: 3 clusters Score -1036956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1036956.437500 Penalty: 4428.671387
	Iteration 31Q: 3 clusters Score -1036956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1036955.875000 Penalty: 4428.671387
	Iteration 32Q: 3 clusters Score -1036956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1036955.875000 Penalty: 4428.671387
	Iteration 33F: 3 clusters Score -1036956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -126737.164062 Penalty: 1708.871094
	Iteration 0F: 2 clusters Score -126737.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -124806.062500 Penalty: 3417.742188
	Iteration 0F: 3 clusters Score -124806.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -125191.921875 Penalty: 3417.742188
	Iteration 1F: 3 clusters Score -125191.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -125425.203125 Penalty: 3417.742188
	Iteration 2F: 3 clusters Score -125425.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -125681.609375 Penalty: 3417.742188
	Iteration 3F: 3 clusters Score -125681.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -125929.914062 Penalty: 3417.742188
	Iteration 4F: 3 clusters Score -125929.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -126198.070312 Penalty: 3417.742188
	Iteration 5F: 3 clusters Score -126198.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -126382.929688 Penalty: 3417.742188
	Iteration 6Q: 3 clusters Score -126382.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -126552.523438 Penalty: 3417.742188
	Iteration 7Q: 3 clusters Score -126552.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -126660.742188 Penalty: 3417.742188
	Iteration 8Q: 3 clusters Score -126660.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -126679.898438 Penalty: 3417.742188
	Iteration 9Q: 3 clusters Score -126679.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -126685.468750 Penalty: 3417.742188
	Iteration 10Q: 3 clusters Score -126685.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -126693.531250 Penalty: 3417.742188
	Iteration 11Q: 3 clusters Score -126693.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -126696.390625 Penalty: 3417.742188
	Iteration 12Q: 3 clusters Score -126696.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -126696.390625 Penalty: 3417.742188
	Iteration 13F: 3 clusters Score -126696.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (189268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189268 members 
Entering Unmasked Estep 
Score: -26263220.000000 Penalty: 3013.427979
	Iteration 0F: 2 clusters Score -2.626322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94536 members 
Mstep: Class 2 contains 94732 members 
Entering Unmasked Estep 
Score: -26143406.000000 Penalty: 6026.855957
	Iteration 0F: 3 clusters Score -2.614341e+07 nChanged 91193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94201 members 
Mstep: Class 2 contains 95067 members 
Entering Unmasked Estep 
Score: -26196160.000000 Penalty: 6026.855957
	Iteration 1F: 3 clusters Score -2.619616e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93446 members 
Mstep: Class 2 contains 95822 members 
Entering Unmasked Estep 
Score: -26197076.000000 Penalty: 6026.855957
	Iteration 2Q: 3 clusters Score -2.619708e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92223 members 
Mstep: Class 2 contains 97045 members 
Entering Unmasked Estep 
Score: -26198422.000000 Penalty: 6026.855957
	Iteration 3Q: 3 clusters Score -2.619842e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90241 members 
Mstep: Class 2 contains 99027 members 
Entering Unmasked Estep 
Score: -26200254.000000 Penalty: 6026.855957
	Iteration 4Q: 3 clusters Score -2.620025e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86911 members 
Mstep: Class 2 contains 102357 members 
Entering Unmasked Estep 
Score: -26202954.000000 Penalty: 6026.855957
	Iteration 5Q: 3 clusters Score -2.620295e+07 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81611 members 
Mstep: Class 2 contains 107657 members 
Entering Unmasked Estep 
Score: -26207524.000000 Penalty: 6026.855957
	Iteration 6F: 3 clusters Score -2.620752e+07 nChanged 11738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73811 members 
Mstep: Class 2 contains 115457 members 
Entering Unmasked Estep 
Score: -26214702.000000 Penalty: 6026.855957
	Iteration 7F: 3 clusters Score -2.62147e+07 nChanged 13560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63693 members 
Mstep: Class 2 contains 125575 members 
Entering Unmasked Estep 
Score: -26224064.000000 Penalty: 6026.855957
	Iteration 8F: 3 clusters Score -2.622406e+07 nChanged 13990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52699 members 
Mstep: Class 2 contains 136569 members 
Entering Unmasked Estep 
Score: -26235358.000000 Penalty: 6026.855957
	Iteration 9F: 3 clusters Score -2.623536e+07 nChanged 12025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 146190 members 
Entering Unmasked Estep 
Score: -26244756.000000 Penalty: 6026.855957
	Iteration 10F: 3 clusters Score -2.624476e+07 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 153230 members 
Entering Unmasked Estep 
Score: -26249972.000000 Penalty: 6026.855957
	Iteration 11Q: 3 clusters Score -2.624997e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 158697 members 
Entering Unmasked Estep 
Score: -26252530.000000 Penalty: 6026.855957
	Iteration 12Q: 3 clusters Score -2.625253e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 163381 members 
Entering Unmasked Estep 
Score: -26254336.000000 Penalty: 6026.855957
	Iteration 13Q: 3 clusters Score -2.625434e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 167463 members 
Entering Unmasked Estep 
Score: -26255668.000000 Penalty: 6026.855957
	Iteration 14Q: 3 clusters Score -2.625567e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 170984 members 
Entering Unmasked Estep 
Score: -26256754.000000 Penalty: 6026.855957
	Iteration 15Q: 3 clusters Score -2.625675e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 174023 members 
Entering Unmasked Estep 
Score: -26257592.000000 Penalty: 6026.855957
	Iteration 16Q: 3 clusters Score -2.625759e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 176559 members 
Entering Unmasked Estep 
Score: -26258218.000000 Penalty: 6026.855957
	Iteration 17Q: 3 clusters Score -2.625822e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 178649 members 
Entering Unmasked Estep 
Score: -26258952.000000 Penalty: 6026.855957
	Iteration 18Q: 3 clusters Score -2.625895e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 180337 members 
Entering Unmasked Estep 
Score: -26259510.000000 Penalty: 6026.855957
	Iteration 19Q: 3 clusters Score -2.625951e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 181711 members 
Entering Unmasked Estep 
Score: -26259964.000000 Penalty: 6026.855957
	Iteration 20F: 3 clusters Score -2.625996e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 182825 members 
Entering Unmasked Estep 
Score: -26260224.000000 Penalty: 6026.855957
	Iteration 21Q: 3 clusters Score -2.626022e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 183738 members 
Entering Unmasked Estep 
Score: -26260518.000000 Penalty: 6026.855957
	Iteration 22Q: 3 clusters Score -2.626052e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 184438 members 
Entering Unmasked Estep 
Score: -26260624.000000 Penalty: 6026.855957
	Iteration 23Q: 3 clusters Score -2.626062e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 185003 members 
Entering Unmasked Estep 
Score: -26260728.000000 Penalty: 6026.855957
	Iteration 24Q: 3 clusters Score -2.626073e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 185468 members 
Entering Unmasked Estep 
Score: -26260796.000000 Penalty: 6026.855957
	Iteration 25Q: 3 clusters Score -2.62608e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 185827 members 
Entering Unmasked Estep 
Score: -26260790.000000 Penalty: 6026.855957
	Iteration 26Q: 3 clusters Score -2.626079e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 186142 members 
Entering Unmasked Estep 
Score: -26260806.000000 Penalty: 6026.855957
	Iteration 27Q: 3 clusters Score -2.626081e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 186424 members 
Entering Unmasked Estep 
Score: -26260822.000000 Penalty: 6026.855957
	Iteration 28Q: 3 clusters Score -2.626082e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 186668 members 
Entering Unmasked Estep 
Score: -26260862.000000 Penalty: 6026.855957
	Iteration 29Q: 3 clusters Score -2.626086e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 186899 members 
Entering Unmasked Estep 
Score: -26260870.000000 Penalty: 6026.855957
	Iteration 30Q: 3 clusters Score -2.626087e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 187088 members 
Entering Unmasked Estep 
Score: -26260912.000000 Penalty: 6026.855957
	Iteration 31Q: 3 clusters Score -2.626091e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 187237 members 
Entering Unmasked Estep 
Score: -26260924.000000 Penalty: 6026.855957
	Iteration 32Q: 3 clusters Score -2.626092e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 187374 members 
Entering Unmasked Estep 
Score: -26260980.000000 Penalty: 6026.855957
	Iteration 33Q: 3 clusters Score -2.626098e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 187511 members 
Entering Unmasked Estep 
Score: -26260948.000000 Penalty: 6026.855957
	Iteration 34Q: 3 clusters Score -2.626095e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 187621 members 
Entering Unmasked Estep 
Score: -26260942.000000 Penalty: 6026.855957
	Iteration 35Q: 3 clusters Score -2.626094e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 187711 members 
Entering Unmasked Estep 
Score: -26260982.000000 Penalty: 6026.855957
	Iteration 36Q: 3 clusters Score -2.626098e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 187797 members 
Entering Unmasked Estep 
Score: -26260984.000000 Penalty: 6026.855957
	Iteration 37Q: 3 clusters Score -2.626098e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 187871 members 
Entering Unmasked Estep 
Score: -26261014.000000 Penalty: 6026.855957
	Iteration 38Q: 3 clusters Score -2.626101e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 187927 members 
Entering Unmasked Estep 
Score: -26260994.000000 Penalty: 6026.855957
	Iteration 39Q: 3 clusters Score -2.626099e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 187965 members 
Entering Unmasked Estep 
Score: -26260998.000000 Penalty: 6026.855957
	Iteration 40F: 3 clusters Score -2.6261e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 188003 members 
Entering Unmasked Estep 
Score: -26261046.000000 Penalty: 6026.855957
	Iteration 41Q: 3 clusters Score -2.626105e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 188034 members 
Entering Unmasked Estep 
Score: -26261070.000000 Penalty: 6026.855957
	Iteration 42Q: 3 clusters Score -2.626107e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 188060 members 
Entering Unmasked Estep 
Score: -26261062.000000 Penalty: 6026.855957
	Iteration 43Q: 3 clusters Score -2.626106e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 188088 members 
Entering Unmasked Estep 
Score: -26261070.000000 Penalty: 6026.855957
	Iteration 44Q: 3 clusters Score -2.626107e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 188112 members 
Entering Unmasked Estep 
Score: -26261086.000000 Penalty: 6026.855957
	Iteration 45Q: 3 clusters Score -2.626109e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 188143 members 
Entering Unmasked Estep 
Score: -26261120.000000 Penalty: 6026.855957
	Iteration 46Q: 3 clusters Score -2.626112e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 188170 members 
Entering Unmasked Estep 
Score: -26261090.000000 Penalty: 6026.855957
	Iteration 47Q: 3 clusters Score -2.626109e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 188188 members 
Entering Unmasked Estep 
Score: -26261104.000000 Penalty: 6026.855957
	Iteration 48Q: 3 clusters Score -2.62611e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 188203 members 
Entering Unmasked Estep 
Score: -26261112.000000 Penalty: 6026.855957
	Iteration 49Q: 3 clusters Score -2.626111e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 188218 members 
Entering Unmasked Estep 
Score: -26261108.000000 Penalty: 6026.855957
	Iteration 50Q: 3 clusters Score -2.626111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 188232 members 
Entering Unmasked Estep 
Score: -26261104.000000 Penalty: 6026.855957
	Iteration 51Q: 3 clusters Score -2.62611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 188241 members 
Entering Unmasked Estep 
Score: -26261080.000000 Penalty: 6026.855957
	Iteration 52Q: 3 clusters Score -2.626108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 188249 members 
Entering Unmasked Estep 
Score: -26261090.000000 Penalty: 6026.855957
	Iteration 53Q: 3 clusters Score -2.626109e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 188260 members 
Entering Unmasked Estep 
Score: -26261116.000000 Penalty: 6026.855957
	Iteration 54Q: 3 clusters Score -2.626112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 188269 members 
Entering Unmasked Estep 
Score: -26261116.000000 Penalty: 6026.855957
	Iteration 55Q: 3 clusters Score -2.626112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 188279 members 
Entering Unmasked Estep 
Score: -26261096.000000 Penalty: 6026.855957
	Iteration 56Q: 3 clusters Score -2.62611e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 188286 members 
Entering Unmasked Estep 
Score: -26261104.000000 Penalty: 6026.855957
	Iteration 57Q: 3 clusters Score -2.62611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 188292 members 
Entering Unmasked Estep 
Score: -26261100.000000 Penalty: 6026.855957
	Iteration 58Q: 3 clusters Score -2.62611e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 188303 members 
Entering Unmasked Estep 
Score: -26261112.000000 Penalty: 6026.855957
	Iteration 59Q: 3 clusters Score -2.626111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 188309 members 
Entering Unmasked Estep 
Score: -26261114.000000 Penalty: 6026.855957
	Iteration 60F: 3 clusters Score -2.626111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 188314 members 
Entering Unmasked Estep 
Score: -26261116.000000 Penalty: 6026.855957
	Iteration 61Q: 3 clusters Score -2.626112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 188320 members 
Entering Unmasked Estep 
Score: -26261112.000000 Penalty: 6026.855957
	Iteration 62Q: 3 clusters Score -2.626111e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 188329 members 
Entering Unmasked Estep 
Score: -26261108.000000 Penalty: 6026.855957
	Iteration 63Q: 3 clusters Score -2.626111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 188339 members 
Entering Unmasked Estep 
Score: -26261108.000000 Penalty: 6026.855957
	Iteration 64Q: 3 clusters Score -2.626111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 188343 members 
Entering Unmasked Estep 
Score: -26261080.000000 Penalty: 6026.855957
	Iteration 65Q: 3 clusters Score -2.626108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 188347 members 
Entering Unmasked Estep 
Score: -26261098.000000 Penalty: 6026.855957
	Iteration 66Q: 3 clusters Score -2.62611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 188349 members 
Entering Unmasked Estep 
Score: -26261100.000000 Penalty: 6026.855957
	Iteration 67Q: 3 clusters Score -2.62611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 188349 members 
Entering Unmasked Estep 
Score: -26261100.000000 Penalty: 6026.855957
	Iteration 68F: 3 clusters Score -2.62611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -66881.460938 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -66881.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -65372.714844 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -65372.71 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -65638.023438 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -65638.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65792.070312 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -65792.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -65857.046875 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -65857.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -65914.710938 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -65914.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -65978.500000 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -65978.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66016.671875 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -66016.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66035.789062 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -66035.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -66061.546875 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -66061.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -66065.828125 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -66065.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66068.000000 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -66068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66069.632812 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -66069.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66072.539062 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -66072.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66074.054688 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -66074.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66074.054688 Penalty: 3120.618408
	Iteration 14F: 3 clusters Score -66074.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Entering Unmasked Estep 
Score: -359342.968750 Penalty: 1961.826538
	Iteration 0F: 2 clusters Score -359343 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 1353 members 
Entering Unmasked Estep 
Score: -356325.031250 Penalty: 3923.653076
	Iteration 0F: 3 clusters Score -356325 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -357043.937500 Penalty: 3923.653076
	Iteration 1F: 3 clusters Score -357043.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -357358.656250 Penalty: 3923.653076
	Iteration 2F: 3 clusters Score -357358.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -357603.437500 Penalty: 3923.653076
	Iteration 3F: 3 clusters Score -357603.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -357807.875000 Penalty: 3923.653076
	Iteration 4F: 3 clusters Score -357807.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -357958.093750 Penalty: 3923.653076
	Iteration 5F: 3 clusters Score -357958.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -358079.468750 Penalty: 3923.653076
	Iteration 6Q: 3 clusters Score -358079.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -358157.093750 Penalty: 3923.653076
	Iteration 7Q: 3 clusters Score -358157.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -358201.187500 Penalty: 3923.653076
	Iteration 8Q: 3 clusters Score -358201.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -358237.093750 Penalty: 3923.653076
	Iteration 9Q: 3 clusters Score -358237.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -358268.125000 Penalty: 3923.653076
	Iteration 10Q: 3 clusters Score -358268.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -358313.343750 Penalty: 3923.653076
	Iteration 11Q: 3 clusters Score -358313.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -358393.406250 Penalty: 3923.653076
	Iteration 12Q: 3 clusters Score -358393.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -358472.593750 Penalty: 3923.653076
	Iteration 13Q: 3 clusters Score -358472.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -358541.125000 Penalty: 3923.653076
	Iteration 14Q: 3 clusters Score -358541.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -358604.187500 Penalty: 3923.653076
	Iteration 15Q: 3 clusters Score -358604.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -358638.812500 Penalty: 3923.653076
	Iteration 16Q: 3 clusters Score -358638.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -358658.937500 Penalty: 3923.653076
	Iteration 17Q: 3 clusters Score -358658.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -358671.781250 Penalty: 3923.653076
	Iteration 18Q: 3 clusters Score -358671.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -358680.031250 Penalty: 3923.653076
	Iteration 19Q: 3 clusters Score -358680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -358685.937500 Penalty: 3923.653076
	Iteration 20F: 3 clusters Score -358685.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -358694.375000 Penalty: 3923.653076
	Iteration 21Q: 3 clusters Score -358694.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -358697.437500 Penalty: 3923.653076
	Iteration 22Q: 3 clusters Score -358697.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -358705.125000 Penalty: 3923.653076
	Iteration 23Q: 3 clusters Score -358705.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -358706.312500 Penalty: 3923.653076
	Iteration 24Q: 3 clusters Score -358706.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -358706.843750 Penalty: 3923.653076
	Iteration 25Q: 3 clusters Score -358706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -358708.062500 Penalty: 3923.653076
	Iteration 26Q: 3 clusters Score -358708.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -358708.125000 Penalty: 3923.653076
	Iteration 27Q: 3 clusters Score -358708.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -358708.750000 Penalty: 3923.653076
	Iteration 28Q: 3 clusters Score -358708.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -358710.281250 Penalty: 3923.653076
	Iteration 29Q: 3 clusters Score -358710.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -358713.343750 Penalty: 3923.653076
	Iteration 30Q: 3 clusters Score -358713.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -358715.812500 Penalty: 3923.653076
	Iteration 31Q: 3 clusters Score -358715.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -358716.437500 Penalty: 3923.653076
	Iteration 32Q: 3 clusters Score -358716.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -358718.531250 Penalty: 3923.653076
	Iteration 33Q: 3 clusters Score -358718.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -358718.531250 Penalty: 3923.653076
	Iteration 34F: 3 clusters Score -358718.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Entering Unmasked Estep 
Score: -2411196.500000 Penalty: 2424.671875
	Iteration 0F: 2 clusters Score -2411196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2398625.750000 Penalty: 4849.343750
	Iteration 0F: 3 clusters Score -2398626 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2402869.250000 Penalty: 4849.343750
	Iteration 1F: 3 clusters Score -2402869 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2403319.750000 Penalty: 4849.343750
	Iteration 2F: 3 clusters Score -2403320 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2403788.750000 Penalty: 4849.343750
	Iteration 3F: 3 clusters Score -2403789 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2404306.250000 Penalty: 4849.343750
	Iteration 4F: 3 clusters Score -2404306 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2404913.250000 Penalty: 4849.343750
	Iteration 5F: 3 clusters Score -2404913 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2405647.250000 Penalty: 4849.343750
	Iteration 6F: 3 clusters Score -2405647 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2406419.000000 Penalty: 4849.343750
	Iteration 7F: 3 clusters Score -2406419 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2407269.250000 Penalty: 4849.343750
	Iteration 8F: 3 clusters Score -2407269 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2407966.000000 Penalty: 4849.343750
	Iteration 9Q: 3 clusters Score -2407966 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2408496.750000 Penalty: 4849.343750
	Iteration 10Q: 3 clusters Score -2408497 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2408874.000000 Penalty: 4849.343750
	Iteration 11Q: 3 clusters Score -2408874 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2409068.750000 Penalty: 4849.343750
	Iteration 12Q: 3 clusters Score -2409069 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2409191.750000 Penalty: 4849.343750
	Iteration 13Q: 3 clusters Score -2409192 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2409280.000000 Penalty: 4849.343750
	Iteration 14Q: 3 clusters Score -2409280 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2409360.250000 Penalty: 4849.343750
	Iteration 15Q: 3 clusters Score -2409360 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2409433.500000 Penalty: 4849.343750
	Iteration 16Q: 3 clusters Score -2409434 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2409501.750000 Penalty: 4849.343750
	Iteration 17Q: 3 clusters Score -2409502 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2409542.500000 Penalty: 4849.343750
	Iteration 18Q: 3 clusters Score -2409542 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2409580.250000 Penalty: 4849.343750
	Iteration 19Q: 3 clusters Score -2409580 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2409603.250000 Penalty: 4849.343750
	Iteration 20F: 3 clusters Score -2409603 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2409616.750000 Penalty: 4849.343750
	Iteration 21Q: 3 clusters Score -2409617 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2409624.500000 Penalty: 4849.343750
	Iteration 22Q: 3 clusters Score -2409624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2409640.000000 Penalty: 4849.343750
	Iteration 23Q: 3 clusters Score -2409640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -2409644.500000 Penalty: 4849.343750
	Iteration 24Q: 3 clusters Score -2409644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2409651.750000 Penalty: 4849.343750
	Iteration 25Q: 3 clusters Score -2409652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2409663.750000 Penalty: 4849.343750
	Iteration 26Q: 3 clusters Score -2409664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2409661.000000 Penalty: 4849.343750
	Iteration 27Q: 3 clusters Score -2409661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2409663.250000 Penalty: 4849.343750
	Iteration 28Q: 3 clusters Score -2409663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2409659.500000 Penalty: 4849.343750
	Iteration 29Q: 3 clusters Score -2409660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2409669.000000 Penalty: 4849.343750
	Iteration 30Q: 3 clusters Score -2409669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2409670.500000 Penalty: 4849.343750
	Iteration 31Q: 3 clusters Score -2409670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2409669.500000 Penalty: 4849.343750
	Iteration 32Q: 3 clusters Score -2409670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2409671.000000 Penalty: 4849.343750
	Iteration 33Q: 3 clusters Score -2409671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2409670.250000 Penalty: 4849.343750
	Iteration 34Q: 3 clusters Score -2409670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2409670.500000 Penalty: 4849.343750
	Iteration 35Q: 3 clusters Score -2409670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2409667.500000 Penalty: 4849.343750
	Iteration 36Q: 3 clusters Score -2409668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2409667.000000 Penalty: 4849.343750
	Iteration 37Q: 3 clusters Score -2409667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2409667.250000 Penalty: 4849.343750
	Iteration 38Q: 3 clusters Score -2409667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2409667.000000 Penalty: 4849.343750
	Iteration 39Q: 3 clusters Score -2409667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2409668.250000 Penalty: 4849.343750
	Iteration 40F: 3 clusters Score -2409668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2409670.000000 Penalty: 4849.343750
	Iteration 41Q: 3 clusters Score -2409670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2409670.250000 Penalty: 4849.343750
	Iteration 42Q: 3 clusters Score -2409670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2409672.000000 Penalty: 4849.343750
	Iteration 43Q: 3 clusters Score -2409672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2409669.500000 Penalty: 4849.343750
	Iteration 44Q: 3 clusters Score -2409670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2409669.500000 Penalty: 4849.343750
	Iteration 45F: 3 clusters Score -2409670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Entering Unmasked Estep 
Score: -919804.437500 Penalty: 2192.463867
	Iteration 0F: 2 clusters Score -919804.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -914142.562500 Penalty: 4384.927734
	Iteration 0F: 3 clusters Score -914142.6 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -915775.125000 Penalty: 4384.927734
	Iteration 1F: 3 clusters Score -915775.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -916362.250000 Penalty: 4384.927734
	Iteration 2F: 3 clusters Score -916362.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -916972.250000 Penalty: 4384.927734
	Iteration 3F: 3 clusters Score -916972.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -917493.875000 Penalty: 4384.927734
	Iteration 4F: 3 clusters Score -917493.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -917923.500000 Penalty: 4384.927734
	Iteration 5F: 3 clusters Score -917923.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -918266.000000 Penalty: 4384.927734
	Iteration 6F: 3 clusters Score -918266 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -918578.375000 Penalty: 4384.927734
	Iteration 7Q: 3 clusters Score -918578.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -918814.687500 Penalty: 4384.927734
	Iteration 8Q: 3 clusters Score -918814.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -918979.250000 Penalty: 4384.927734
	Iteration 9Q: 3 clusters Score -918979.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -919115.187500 Penalty: 4384.927734
	Iteration 10Q: 3 clusters Score -919115.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -919211.375000 Penalty: 4384.927734
	Iteration 11Q: 3 clusters Score -919211.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -919272.687500 Penalty: 4384.927734
	Iteration 12Q: 3 clusters Score -919272.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -919305.437500 Penalty: 4384.927734
	Iteration 13Q: 3 clusters Score -919305.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -919340.812500 Penalty: 4384.927734
	Iteration 14Q: 3 clusters Score -919340.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -919363.812500 Penalty: 4384.927734
	Iteration 15Q: 3 clusters Score -919363.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -919380.250000 Penalty: 4384.927734
	Iteration 16Q: 3 clusters Score -919380.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -919397.437500 Penalty: 4384.927734
	Iteration 17Q: 3 clusters Score -919397.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -919410.937500 Penalty: 4384.927734
	Iteration 18Q: 3 clusters Score -919410.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -919437.125000 Penalty: 4384.927734
	Iteration 19Q: 3 clusters Score -919437.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -919467.187500 Penalty: 4384.927734
	Iteration 20F: 3 clusters Score -919467.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -919505.250000 Penalty: 4384.927734
	Iteration 21Q: 3 clusters Score -919505.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -919542.125000 Penalty: 4384.927734
	Iteration 22Q: 3 clusters Score -919542.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -919585.812500 Penalty: 4384.927734
	Iteration 23Q: 3 clusters Score -919585.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -919605.812500 Penalty: 4384.927734
	Iteration 24Q: 3 clusters Score -919605.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -919619.000000 Penalty: 4384.927734
	Iteration 25Q: 3 clusters Score -919619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -919634.125000 Penalty: 4384.927734
	Iteration 26Q: 3 clusters Score -919634.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -919651.375000 Penalty: 4384.927734
	Iteration 27Q: 3 clusters Score -919651.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -919667.875000 Penalty: 4384.927734
	Iteration 28Q: 3 clusters Score -919667.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -919684.062500 Penalty: 4384.927734
	Iteration 29Q: 3 clusters Score -919684.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -919687.562500 Penalty: 4384.927734
	Iteration 30Q: 3 clusters Score -919687.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -919692.437500 Penalty: 4384.927734
	Iteration 31Q: 3 clusters Score -919692.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -919694.562500 Penalty: 4384.927734
	Iteration 32Q: 3 clusters Score -919694.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -919698.687500 Penalty: 4384.927734
	Iteration 33Q: 3 clusters Score -919698.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -919700.875000 Penalty: 4384.927734
	Iteration 34Q: 3 clusters Score -919700.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -919707.750000 Penalty: 4384.927734
	Iteration 35Q: 3 clusters Score -919707.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -919708.062500 Penalty: 4384.927734
	Iteration 36Q: 3 clusters Score -919708.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -919712.750000 Penalty: 4384.927734
	Iteration 37Q: 3 clusters Score -919712.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -919714.875000 Penalty: 4384.927734
	Iteration 38Q: 3 clusters Score -919714.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -919715.437500 Penalty: 4384.927734
	Iteration 39Q: 3 clusters Score -919715.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -919717.750000 Penalty: 4384.927734
	Iteration 40F: 3 clusters Score -919717.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -919717.625000 Penalty: 4384.927734
	Iteration 41Q: 3 clusters Score -919717.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -919719.125000 Penalty: 4384.927734
	Iteration 42Q: 3 clusters Score -919719.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -919719.312500 Penalty: 4384.927734
	Iteration 43Q: 3 clusters Score -919719.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -919722.812500 Penalty: 4384.927734
	Iteration 44Q: 3 clusters Score -919722.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -919723.625000 Penalty: 4384.927734
	Iteration 45Q: 3 clusters Score -919723.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -919725.000000 Penalty: 4384.927734
	Iteration 46Q: 3 clusters Score -919725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -919725.937500 Penalty: 4384.927734
	Iteration 47Q: 3 clusters Score -919725.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -919725.937500 Penalty: 4384.927734
	Iteration 48F: 3 clusters Score -919725.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Entering Unmasked Estep 
Score: -954793.187500 Penalty: 2194.501709
	Iteration 0F: 2 clusters Score -954793.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -949065.687500 Penalty: 4389.003418
	Iteration 0F: 3 clusters Score -949065.7 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -950539.875000 Penalty: 4389.003418
	Iteration 1F: 3 clusters Score -950539.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -950764.812500 Penalty: 4389.003418
	Iteration 2F: 3 clusters Score -950764.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -950897.562500 Penalty: 4389.003418
	Iteration 3Q: 3 clusters Score -950897.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -951013.937500 Penalty: 4389.003418
	Iteration 4Q: 3 clusters Score -951013.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -951107.687500 Penalty: 4389.003418
	Iteration 5Q: 3 clusters Score -951107.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -951181.562500 Penalty: 4389.003418
	Iteration 6Q: 3 clusters Score -951181.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -951248.562500 Penalty: 4389.003418
	Iteration 7Q: 3 clusters Score -951248.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -951316.000000 Penalty: 4389.003418
	Iteration 8Q: 3 clusters Score -951316 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -951378.500000 Penalty: 4389.003418
	Iteration 9Q: 3 clusters Score -951378.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -951431.500000 Penalty: 4389.003418
	Iteration 10Q: 3 clusters Score -951431.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -951492.062500 Penalty: 4389.003418
	Iteration 11Q: 3 clusters Score -951492.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -951551.687500 Penalty: 4389.003418
	Iteration 12Q: 3 clusters Score -951551.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -951601.812500 Penalty: 4389.003418
	Iteration 13Q: 3 clusters Score -951601.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -951649.562500 Penalty: 4389.003418
	Iteration 14Q: 3 clusters Score -951649.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -951699.187500 Penalty: 4389.003418
	Iteration 15Q: 3 clusters Score -951699.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -951757.187500 Penalty: 4389.003418
	Iteration 16Q: 3 clusters Score -951757.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -951835.125000 Penalty: 4389.003418
	Iteration 17Q: 3 clusters Score -951835.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -951926.937500 Penalty: 4389.003418
	Iteration 18Q: 3 clusters Score -951926.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -952022.125000 Penalty: 4389.003418
	Iteration 19Q: 3 clusters Score -952022.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -952124.687500 Penalty: 4389.003418
	Iteration 20F: 3 clusters Score -952124.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -952209.687500 Penalty: 4389.003418
	Iteration 21Q: 3 clusters Score -952209.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -952285.250000 Penalty: 4389.003418
	Iteration 22Q: 3 clusters Score -952285.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -952358.062500 Penalty: 4389.003418
	Iteration 23Q: 3 clusters Score -952358.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -952421.812500 Penalty: 4389.003418
	Iteration 24Q: 3 clusters Score -952421.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -952481.312500 Penalty: 4389.003418
	Iteration 25Q: 3 clusters Score -952481.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -952524.812500 Penalty: 4389.003418
	Iteration 26Q: 3 clusters Score -952524.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -952557.687500 Penalty: 4389.003418
	Iteration 27Q: 3 clusters Score -952557.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -952587.750000 Penalty: 4389.003418
	Iteration 28Q: 3 clusters Score -952587.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -952621.875000 Penalty: 4389.003418
	Iteration 29Q: 3 clusters Score -952621.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -952649.062500 Penalty: 4389.003418
	Iteration 30Q: 3 clusters Score -952649.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -952671.875000 Penalty: 4389.003418
	Iteration 31Q: 3 clusters Score -952671.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -952693.000000 Penalty: 4389.003418
	Iteration 32Q: 3 clusters Score -952693 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -952714.312500 Penalty: 4389.003418
	Iteration 33Q: 3 clusters Score -952714.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -952733.187500 Penalty: 4389.003418
	Iteration 34Q: 3 clusters Score -952733.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -952747.562500 Penalty: 4389.003418
	Iteration 35Q: 3 clusters Score -952747.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -952760.062500 Penalty: 4389.003418
	Iteration 36Q: 3 clusters Score -952760.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -952770.937500 Penalty: 4389.003418
	Iteration 37Q: 3 clusters Score -952770.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -952781.000000 Penalty: 4389.003418
	Iteration 38Q: 3 clusters Score -952781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -952788.000000 Penalty: 4389.003418
	Iteration 39Q: 3 clusters Score -952788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -952791.750000 Penalty: 4389.003418
	Iteration 40F: 3 clusters Score -952791.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -952794.625000 Penalty: 4389.003418
	Iteration 41Q: 3 clusters Score -952794.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -952796.687500 Penalty: 4389.003418
	Iteration 42Q: 3 clusters Score -952796.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -952801.375000 Penalty: 4389.003418
	Iteration 43Q: 3 clusters Score -952801.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -952803.625000 Penalty: 4389.003418
	Iteration 44Q: 3 clusters Score -952803.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -952806.875000 Penalty: 4389.003418
	Iteration 45Q: 3 clusters Score -952806.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -952808.687500 Penalty: 4389.003418
	Iteration 46Q: 3 clusters Score -952808.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -952813.125000 Penalty: 4389.003418
	Iteration 47Q: 3 clusters Score -952813.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -952815.437500 Penalty: 4389.003418
	Iteration 48Q: 3 clusters Score -952815.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -952817.125000 Penalty: 4389.003418
	Iteration 49Q: 3 clusters Score -952817.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -952820.750000 Penalty: 4389.003418
	Iteration 50Q: 3 clusters Score -952820.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -952825.625000 Penalty: 4389.003418
	Iteration 51Q: 3 clusters Score -952825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -952826.000000 Penalty: 4389.003418
	Iteration 52Q: 3 clusters Score -952826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -952826.562500 Penalty: 4389.003418
	Iteration 53Q: 3 clusters Score -952826.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -952829.937500 Penalty: 4389.003418
	Iteration 54Q: 3 clusters Score -952829.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -952834.937500 Penalty: 4389.003418
	Iteration 55Q: 3 clusters Score -952834.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -952837.250000 Penalty: 4389.003418
	Iteration 56Q: 3 clusters Score -952837.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -952840.500000 Penalty: 4389.003418
	Iteration 57Q: 3 clusters Score -952840.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -952842.750000 Penalty: 4389.003418
	Iteration 58Q: 3 clusters Score -952842.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -952844.062500 Penalty: 4389.003418
	Iteration 59Q: 3 clusters Score -952844.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -952844.687500 Penalty: 4389.003418
	Iteration 60F: 3 clusters Score -952844.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Entering Unmasked Estep 
Score: -741233.375000 Penalty: 2135.720215
	Iteration 0F: 2 clusters Score -741233.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -736464.625000 Penalty: 4271.440430
	Iteration 0F: 3 clusters Score -736464.6 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -737818.625000 Penalty: 4271.440430
	Iteration 1F: 3 clusters Score -737818.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -738223.062500 Penalty: 4271.440430
	Iteration 2F: 3 clusters Score -738223.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -738479.937500 Penalty: 4271.440430
	Iteration 3F: 3 clusters Score -738479.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -738657.875000 Penalty: 4271.440430
	Iteration 4Q: 3 clusters Score -738657.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -738837.250000 Penalty: 4271.440430
	Iteration 5Q: 3 clusters Score -738837.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -739032.250000 Penalty: 4271.440430
	Iteration 6Q: 3 clusters Score -739032.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -739243.312500 Penalty: 4271.440430
	Iteration 7Q: 3 clusters Score -739243.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -739451.000000 Penalty: 4271.440430
	Iteration 8Q: 3 clusters Score -739451 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -739635.500000 Penalty: 4271.440430
	Iteration 9Q: 3 clusters Score -739635.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -739784.500000 Penalty: 4271.440430
	Iteration 10Q: 3 clusters Score -739784.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -739873.437500 Penalty: 4271.440430
	Iteration 11Q: 3 clusters Score -739873.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -739925.437500 Penalty: 4271.440430
	Iteration 12Q: 3 clusters Score -739925.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -739959.562500 Penalty: 4271.440430
	Iteration 13Q: 3 clusters Score -739959.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -739987.562500 Penalty: 4271.440430
	Iteration 14Q: 3 clusters Score -739987.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -740014.750000 Penalty: 4271.440430
	Iteration 15Q: 3 clusters Score -740014.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -740029.437500 Penalty: 4271.440430
	Iteration 16Q: 3 clusters Score -740029.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -740042.812500 Penalty: 4271.440430
	Iteration 17Q: 3 clusters Score -740042.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -740050.812500 Penalty: 4271.440430
	Iteration 18Q: 3 clusters Score -740050.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -740058.875000 Penalty: 4271.440430
	Iteration 19Q: 3 clusters Score -740058.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -740069.437500 Penalty: 4271.440430
	Iteration 20F: 3 clusters Score -740069.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -740075.062500 Penalty: 4271.440430
	Iteration 21Q: 3 clusters Score -740075.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -740080.687500 Penalty: 4271.440430
	Iteration 22Q: 3 clusters Score -740080.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -740083.187500 Penalty: 4271.440430
	Iteration 23Q: 3 clusters Score -740083.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -740086.750000 Penalty: 4271.440430
	Iteration 24Q: 3 clusters Score -740086.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -740090.750000 Penalty: 4271.440430
	Iteration 25Q: 3 clusters Score -740090.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -740089.875000 Penalty: 4271.440430
	Iteration 26Q: 3 clusters Score -740089.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -740092.062500 Penalty: 4271.440430
	Iteration 27Q: 3 clusters Score -740092.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -740093.750000 Penalty: 4271.440430
	Iteration 28Q: 3 clusters Score -740093.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -740093.875000 Penalty: 4271.440430
	Iteration 29Q: 3 clusters Score -740093.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -740096.437500 Penalty: 4271.440430
	Iteration 30Q: 3 clusters Score -740096.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -740097.250000 Penalty: 4271.440430
	Iteration 31Q: 3 clusters Score -740097.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -740098.937500 Penalty: 4271.440430
	Iteration 32Q: 3 clusters Score -740098.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -740098.125000 Penalty: 4271.440430
	Iteration 33Q: 3 clusters Score -740098.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -740098.125000 Penalty: 4271.440430
	Iteration 34F: 3 clusters Score -740098.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -863780.437500 Penalty: 2174.104492
	Iteration 0F: 2 clusters Score -863780.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -858374.000000 Penalty: 4348.208984
	Iteration 0F: 3 clusters Score -858374 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -859787.875000 Penalty: 4348.208984
	Iteration 1F: 3 clusters Score -859787.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -860159.437500 Penalty: 4348.208984
	Iteration 2F: 3 clusters Score -860159.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -860529.687500 Penalty: 4348.208984
	Iteration 3F: 3 clusters Score -860529.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -860886.250000 Penalty: 4348.208984
	Iteration 4F: 3 clusters Score -860886.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -861253.312500 Penalty: 4348.208984
	Iteration 5F: 3 clusters Score -861253.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -861662.062500 Penalty: 4348.208984
	Iteration 6F: 3 clusters Score -861662.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -862056.625000 Penalty: 4348.208984
	Iteration 7F: 3 clusters Score -862056.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -862436.812500 Penalty: 4348.208984
	Iteration 8F: 3 clusters Score -862436.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -862736.187500 Penalty: 4348.208984
	Iteration 9Q: 3 clusters Score -862736.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -863089.500000 Penalty: 4348.208984
	Iteration 10F: 3 clusters Score -863089.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -863418.562500 Penalty: 4348.208984
	Iteration 11Q: 3 clusters Score -863418.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -863656.625000 Penalty: 4348.208984
	Iteration 12Q: 3 clusters Score -863656.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -863874.250000 Penalty: 4348.208984
	Iteration 13Q: 3 clusters Score -863874.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -864112.875000 Penalty: 4348.208984
	Iteration 14Q: 3 clusters Score -864112.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -864382.062500 Penalty: 4348.208984
	Iteration 15Q: 3 clusters Score -864382.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -864512.500000 Penalty: 4348.208984
	Iteration 16Q: 3 clusters Score -864512.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -864561.250000 Penalty: 4348.208984
	Iteration 17Q: 3 clusters Score -864561.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -864580.062500 Penalty: 4348.208984
	Iteration 18Q: 3 clusters Score -864580.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -864586.500000 Penalty: 4348.208984
	Iteration 19Q: 3 clusters Score -864586.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -864590.375000 Penalty: 4348.208984
	Iteration 20F: 3 clusters Score -864590.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -864591.000000 Penalty: 4348.208984
	Iteration 21Q: 3 clusters Score -864591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -864591.000000 Penalty: 4348.208984
	Iteration 22F: 3 clusters Score -864591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 144981 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54380 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 48966 members 
Mstep: Class 7 contains 10711 members 
Mstep: Class 8 contains 34538 members 
Mstep: Class 9 contains 42702 members 
Mstep: Class 10 contains 14115 members 
Mstep: Class 11 contains 36098 members 
Mstep: Class 12 contains 46770 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 81768 members 
Mstep: Class 15 contains 36876 members 
Mstep: Class 16 contains 66292 members 
Mstep: Class 17 contains 136269 members 
Mstep: Class 18 contains 30833 members 
Mstep: Class 19 contains 7546 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 189268 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17622 members 
Mstep: Class 25 contains 6909 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2490 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 3926 members 
Entering Unmasked Estep 
Score: -142941200.000000 Penalty: 106614.398438
Splitting cluster 28 changes total score from -142941696.000000 to -142941200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (1344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Entering Unmasked Estep 
Score: -181266.359375 Penalty: 1786.444580
	Iteration 0F: 2 clusters Score -181266.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -179081.812500 Penalty: 3572.889160
	Iteration 0F: 3 clusters Score -179081.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -179497.953125 Penalty: 3572.889160
	Iteration 1F: 3 clusters Score -179498 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -179772.468750 Penalty: 3572.889160
	Iteration 2F: 3 clusters Score -179772.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -180039.406250 Penalty: 3572.889160
	Iteration 3F: 3 clusters Score -180039.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -180189.343750 Penalty: 3572.889160
	Iteration 4F: 3 clusters Score -180189.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -180262.281250 Penalty: 3572.889160
	Iteration 5Q: 3 clusters Score -180262.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -180293.687500 Penalty: 3572.889160
	Iteration 6Q: 3 clusters Score -180293.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -180309.578125 Penalty: 3572.889160
	Iteration 7Q: 3 clusters Score -180309.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -180327.375000 Penalty: 3572.889160
	Iteration 8Q: 3 clusters Score -180327.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -180343.312500 Penalty: 3572.889160
	Iteration 9Q: 3 clusters Score -180343.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -180357.812500 Penalty: 3572.889160
	Iteration 10Q: 3 clusters Score -180357.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -180365.312500 Penalty: 3572.889160
	Iteration 11Q: 3 clusters Score -180365.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -180371.734375 Penalty: 3572.889160
	Iteration 12Q: 3 clusters Score -180371.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -180375.250000 Penalty: 3572.889160
	Iteration 13Q: 3 clusters Score -180375.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -180375.906250 Penalty: 3572.889160
	Iteration 14Q: 3 clusters Score -180375.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -180375.906250 Penalty: 3572.889160
	Iteration 15F: 3 clusters Score -180375.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Entering Unmasked Estep 
Score: -352399.781250 Penalty: 1959.173950
	Iteration 0F: 2 clusters Score -352399.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -349400.437500 Penalty: 3918.347900
	Iteration 0F: 3 clusters Score -349400.4 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -349998.125000 Penalty: 3918.347900
	Iteration 1F: 3 clusters Score -349998.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -350135.593750 Penalty: 3918.347900
	Iteration 2F: 3 clusters Score -350135.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -350228.000000 Penalty: 3918.347900
	Iteration 3Q: 3 clusters Score -350228 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -350279.093750 Penalty: 3918.347900
	Iteration 4Q: 3 clusters Score -350279.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -350319.718750 Penalty: 3918.347900
	Iteration 5Q: 3 clusters Score -350319.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -350354.375000 Penalty: 3918.347900
	Iteration 6Q: 3 clusters Score -350354.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -350387.000000 Penalty: 3918.347900
	Iteration 7Q: 3 clusters Score -350387 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -350428.218750 Penalty: 3918.347900
	Iteration 8Q: 3 clusters Score -350428.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -350468.156250 Penalty: 3918.347900
	Iteration 9Q: 3 clusters Score -350468.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -350523.875000 Penalty: 3918.347900
	Iteration 10Q: 3 clusters Score -350523.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -350594.718750 Penalty: 3918.347900
	Iteration 11Q: 3 clusters Score -350594.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -350653.187500 Penalty: 3918.347900
	Iteration 12Q: 3 clusters Score -350653.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -350695.625000 Penalty: 3918.347900
	Iteration 13Q: 3 clusters Score -350695.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -350725.562500 Penalty: 3918.347900
	Iteration 14Q: 3 clusters Score -350725.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -350748.843750 Penalty: 3918.347900
	Iteration 15Q: 3 clusters Score -350748.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -350780.875000 Penalty: 3918.347900
	Iteration 16Q: 3 clusters Score -350780.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -350804.750000 Penalty: 3918.347900
	Iteration 17Q: 3 clusters Score -350804.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -350830.562500 Penalty: 3918.347900
	Iteration 18Q: 3 clusters Score -350830.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -350853.781250 Penalty: 3918.347900
	Iteration 19Q: 3 clusters Score -350853.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -350878.812500 Penalty: 3918.347900
	Iteration 20F: 3 clusters Score -350878.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -350912.406250 Penalty: 3918.347900
	Iteration 21Q: 3 clusters Score -350912.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -350949.468750 Penalty: 3918.347900
	Iteration 22Q: 3 clusters Score -350949.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -350980.625000 Penalty: 3918.347900
	Iteration 23Q: 3 clusters Score -350980.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -351014.906250 Penalty: 3918.347900
	Iteration 24Q: 3 clusters Score -351014.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -351058.156250 Penalty: 3918.347900
	Iteration 25Q: 3 clusters Score -351058.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -351114.406250 Penalty: 3918.347900
	Iteration 26Q: 3 clusters Score -351114.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -351172.156250 Penalty: 3918.347900
	Iteration 27Q: 3 clusters Score -351172.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -351211.500000 Penalty: 3918.347900
	Iteration 28Q: 3 clusters Score -351211.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -351254.781250 Penalty: 3918.347900
	Iteration 29Q: 3 clusters Score -351254.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -351287.281250 Penalty: 3918.347900
	Iteration 30Q: 3 clusters Score -351287.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -351315.093750 Penalty: 3918.347900
	Iteration 31Q: 3 clusters Score -351315.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -351330.875000 Penalty: 3918.347900
	Iteration 32Q: 3 clusters Score -351330.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -351339.781250 Penalty: 3918.347900
	Iteration 33Q: 3 clusters Score -351339.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -351347.437500 Penalty: 3918.347900
	Iteration 34Q: 3 clusters Score -351347.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -351357.312500 Penalty: 3918.347900
	Iteration 35Q: 3 clusters Score -351357.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -351363.656250 Penalty: 3918.347900
	Iteration 36Q: 3 clusters Score -351363.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -351366.218750 Penalty: 3918.347900
	Iteration 37Q: 3 clusters Score -351366.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -351366.500000 Penalty: 3918.347900
	Iteration 38Q: 3 clusters Score -351366.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -351366.687500 Penalty: 3918.347900
	Iteration 39Q: 3 clusters Score -351366.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -351366.687500 Penalty: 3918.347900
	Iteration 40F: 3 clusters Score -351366.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 144981 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54380 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 48966 members 
Mstep: Class 7 contains 10711 members 
Mstep: Class 8 contains 34538 members 
Mstep: Class 9 contains 42702 members 
Mstep: Class 10 contains 14115 members 
Mstep: Class 11 contains 36098 members 
Mstep: Class 12 contains 46770 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 81768 members 
Mstep: Class 15 contains 36876 members 
Mstep: Class 16 contains 66292 members 
Mstep: Class 17 contains 136269 members 
Mstep: Class 18 contains 30833 members 
Mstep: Class 19 contains 7546 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 189268 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17622 members 
Mstep: Class 25 contains 6909 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941552.000000 Penalty: 103175.226562
Iteration 159Q: 31 clusters Score -1.429416e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 144934 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54385 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 48979 members 
Mstep: Class 7 contains 10709 members 
Mstep: Class 8 contains 34536 members 
Mstep: Class 9 contains 42700 members 
Mstep: Class 10 contains 14114 members 
Mstep: Class 11 contains 36102 members 
Mstep: Class 12 contains 46800 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 81806 members 
Mstep: Class 15 contains 36918 members 
Mstep: Class 16 contains 66265 members 
Mstep: Class 17 contains 136279 members 
Mstep: Class 18 contains 30834 members 
Mstep: Class 19 contains 7549 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 189208 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17626 members 
Mstep: Class 25 contains 6907 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941584.000000 Penalty: 103175.226562
Iteration 160F: 31 clusters Score -1.429416e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 144898 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54376 members 
Mstep: Class 5 contains 8236 members 
Mstep: Class 6 contains 48979 members 
Mstep: Class 7 contains 10708 members 
Mstep: Class 8 contains 34533 members 
Mstep: Class 9 contains 42696 members 
Mstep: Class 10 contains 14113 members 
Mstep: Class 11 contains 36106 members 
Mstep: Class 12 contains 46831 members 
Mstep: Class 13 contains 2071 members 
Mstep: Class 14 contains 81847 members 
Mstep: Class 15 contains 36960 members 
Mstep: Class 16 contains 66227 members 
Mstep: Class 17 contains 136306 members 
Mstep: Class 18 contains 30841 members 
Mstep: Class 19 contains 7555 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 189151 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17631 members 
Mstep: Class 25 contains 6902 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5495 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941296.000000 Penalty: 103175.226562
Iteration 161Q: 31 clusters Score -1.429413e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 144847 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54377 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 48976 members 
Mstep: Class 7 contains 10709 members 
Mstep: Class 8 contains 34531 members 
Mstep: Class 9 contains 42698 members 
Mstep: Class 10 contains 14113 members 
Mstep: Class 11 contains 36110 members 
Mstep: Class 12 contains 46858 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 81870 members 
Mstep: Class 15 contains 36995 members 
Mstep: Class 16 contains 66201 members 
Mstep: Class 17 contains 136346 members 
Mstep: Class 18 contains 30837 members 
Mstep: Class 19 contains 7558 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 189099 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17638 members 
Mstep: Class 25 contains 6898 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5495 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 1343 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941392.000000 Penalty: 103175.226562
Iteration 162Q: 31 clusters Score -1.429414e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 144779 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54379 members 
Mstep: Class 5 contains 8239 members 
Mstep: Class 6 contains 48979 members 
Mstep: Class 7 contains 10711 members 
Mstep: Class 8 contains 34528 members 
Mstep: Class 9 contains 42704 members 
Mstep: Class 10 contains 14116 members 
Mstep: Class 11 contains 36105 members 
Mstep: Class 12 contains 46890 members 
Mstep: Class 13 contains 2066 members 
Mstep: Class 14 contains 81900 members 
Mstep: Class 15 contains 37023 members 
Mstep: Class 16 contains 66180 members 
Mstep: Class 17 contains 136388 members 
Mstep: Class 18 contains 30841 members 
Mstep: Class 19 contains 7558 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 189045 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17641 members 
Mstep: Class 25 contains 6892 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5495 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 1343 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941392.000000 Penalty: 103175.226562
Iteration 163Q: 31 clusters Score -1.429414e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 144711 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54387 members 
Mstep: Class 5 contains 8239 members 
Mstep: Class 6 contains 48979 members 
Mstep: Class 7 contains 10712 members 
Mstep: Class 8 contains 34529 members 
Mstep: Class 9 contains 42706 members 
Mstep: Class 10 contains 14108 members 
Mstep: Class 11 contains 36102 members 
Mstep: Class 12 contains 46915 members 
Mstep: Class 13 contains 2063 members 
Mstep: Class 14 contains 81922 members 
Mstep: Class 15 contains 37054 members 
Mstep: Class 16 contains 66162 members 
Mstep: Class 17 contains 136470 members 
Mstep: Class 18 contains 30843 members 
Mstep: Class 19 contains 7560 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 188966 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17649 members 
Mstep: Class 25 contains 6886 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5495 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 1343 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941472.000000 Penalty: 103175.226562
Iteration 164Q: 31 clusters Score -1.429415e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 144639 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54406 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 48978 members 
Mstep: Class 7 contains 10713 members 
Mstep: Class 8 contains 34525 members 
Mstep: Class 9 contains 42708 members 
Mstep: Class 10 contains 14105 members 
Mstep: Class 11 contains 36103 members 
Mstep: Class 12 contains 46933 members 
Mstep: Class 13 contains 2060 members 
Mstep: Class 14 contains 81942 members 
Mstep: Class 15 contains 37082 members 
Mstep: Class 16 contains 66151 members 
Mstep: Class 17 contains 136545 members 
Mstep: Class 18 contains 30845 members 
Mstep: Class 19 contains 7564 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 188890 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17652 members 
Mstep: Class 25 contains 6881 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5495 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 1343 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941520.000000 Penalty: 103175.226562
Iteration 165Q: 31 clusters Score -1.429415e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 144552 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54426 members 
Mstep: Class 5 contains 8242 members 
Mstep: Class 6 contains 48977 members 
Mstep: Class 7 contains 10714 members 
Mstep: Class 8 contains 34521 members 
Mstep: Class 9 contains 42710 members 
Mstep: Class 10 contains 14109 members 
Mstep: Class 11 contains 36112 members 
Mstep: Class 12 contains 46942 members 
Mstep: Class 13 contains 2058 members 
Mstep: Class 14 contains 81963 members 
Mstep: Class 15 contains 37116 members 
Mstep: Class 16 contains 66135 members 
Mstep: Class 17 contains 136612 members 
Mstep: Class 18 contains 30844 members 
Mstep: Class 19 contains 7572 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 188825 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17655 members 
Mstep: Class 25 contains 6877 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5495 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 1343 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941536.000000 Penalty: 103175.226562
Iteration 166Q: 31 clusters Score -1.429415e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 144477 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54441 members 
Mstep: Class 5 contains 8242 members 
Mstep: Class 6 contains 48972 members 
Mstep: Class 7 contains 10716 members 
Mstep: Class 8 contains 34517 members 
Mstep: Class 9 contains 42710 members 
Mstep: Class 10 contains 14111 members 
Mstep: Class 11 contains 36119 members 
Mstep: Class 12 contains 46954 members 
Mstep: Class 13 contains 2052 members 
Mstep: Class 14 contains 81982 members 
Mstep: Class 15 contains 37151 members 
Mstep: Class 16 contains 66124 members 
Mstep: Class 17 contains 136677 members 
Mstep: Class 18 contains 30846 members 
Mstep: Class 19 contains 7581 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 188756 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17661 members 
Mstep: Class 25 contains 6875 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5494 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 1343 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941472.000000 Penalty: 103175.226562
Iteration 167Q: 31 clusters Score -1.429415e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 144382 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54444 members 
Mstep: Class 5 contains 8239 members 
Mstep: Class 6 contains 48968 members 
Mstep: Class 7 contains 10721 members 
Mstep: Class 8 contains 34517 members 
Mstep: Class 9 contains 42716 members 
Mstep: Class 10 contains 14109 members 
Mstep: Class 11 contains 36116 members 
Mstep: Class 12 contains 46970 members 
Mstep: Class 13 contains 2048 members 
Mstep: Class 14 contains 82009 members 
Mstep: Class 15 contains 37181 members 
Mstep: Class 16 contains 66119 members 
Mstep: Class 17 contains 136755 members 
Mstep: Class 18 contains 30842 members 
Mstep: Class 19 contains 7591 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 188696 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17665 members 
Mstep: Class 25 contains 6873 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 1343 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941280.000000 Penalty: 103175.226562
Iteration 168Q: 31 clusters Score -1.429413e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 144285 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54454 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 48964 members 
Mstep: Class 7 contains 10722 members 
Mstep: Class 8 contains 34519 members 
Mstep: Class 9 contains 42714 members 
Mstep: Class 10 contains 14110 members 
Mstep: Class 11 contains 36122 members 
Mstep: Class 12 contains 46979 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 82032 members 
Mstep: Class 15 contains 37214 members 
Mstep: Class 16 contains 66117 members 
Mstep: Class 17 contains 136835 members 
Mstep: Class 18 contains 30842 members 
Mstep: Class 19 contains 7599 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 188632 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17667 members 
Mstep: Class 25 contains 6872 members 
Mstep: Class 26 contains 6964 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 1343 members 
Mstep: Class 30 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941264.000000 Penalty: 103175.226562
Iteration 169Q: 31 clusters Score -1.429413e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 144164 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54457 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 48956 members 
Mstep: Class 7 contains 10719 members 
Mstep: Class 8 contains 34518 members 
Mstep: Class 9 contains 42709 members 
Mstep: Class 10 contains 14111 members 
Mstep: Class 11 contains 36133 members 
Mstep: Class 12 contains 46991 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 82069 members 
Mstep: Class 15 contains 37254 members 
Mstep: Class 16 contains 66115 members 
Mstep: Class 17 contains 136943 members 
Mstep: Class 18 contains 30844 members 
Mstep: Class 19 contains 7606 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 188545 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17671 members 
Mstep: Class 25 contains 6873 members 
Mstep: Class 26 contains 6964 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 1343 members 
Mstep: Class 30 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941344.000000 Penalty: 103175.226562
Iteration 170Q: 31 clusters Score -1.429413e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 144047 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54479 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 48962 members 
Mstep: Class 7 contains 10719 members 
Mstep: Class 8 contains 34520 members 
Mstep: Class 9 contains 42705 members 
Mstep: Class 10 contains 14117 members 
Mstep: Class 11 contains 36140 members 
Mstep: Class 12 contains 47003 members 
Mstep: Class 13 contains 2041 members 
Mstep: Class 14 contains 82102 members 
Mstep: Class 15 contains 37287 members 
Mstep: Class 16 contains 66110 members 
Mstep: Class 17 contains 137017 members 
Mstep: Class 18 contains 30846 members 
Mstep: Class 19 contains 7615 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 188465 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17672 members 
Mstep: Class 25 contains 6874 members 
Mstep: Class 26 contains 6964 members 
Mstep: Class 27 contains 5495 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 1343 members 
Mstep: Class 30 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941088.000000 Penalty: 103175.226562
Iteration 171Q: 31 clusters Score -1.429411e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 143958 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54489 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 48949 members 
Mstep: Class 7 contains 10718 members 
Mstep: Class 8 contains 34520 members 
Mstep: Class 9 contains 42704 members 
Mstep: Class 10 contains 14125 members 
Mstep: Class 11 contains 36145 members 
Mstep: Class 12 contains 47013 members 
Mstep: Class 13 contains 2038 members 
Mstep: Class 14 contains 82150 members 
Mstep: Class 15 contains 37313 members 
Mstep: Class 16 contains 66098 members 
Mstep: Class 17 contains 137090 members 
Mstep: Class 18 contains 30843 members 
Mstep: Class 19 contains 7627 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 188392 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17674 members 
Mstep: Class 25 contains 6873 members 
Mstep: Class 26 contains 6964 members 
Mstep: Class 27 contains 5495 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 1343 members 
Mstep: Class 30 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941088.000000 Penalty: 103175.226562
Iteration 172Q: 31 clusters Score -1.429411e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 143863 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54504 members 
Mstep: Class 5 contains 8236 members 
Mstep: Class 6 contains 48951 members 
Mstep: Class 7 contains 10719 members 
Mstep: Class 8 contains 34519 members 
Mstep: Class 9 contains 42704 members 
Mstep: Class 10 contains 14126 members 
Mstep: Class 11 contains 36156 members 
Mstep: Class 12 contains 47030 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 82203 members 
Mstep: Class 15 contains 37333 members 
Mstep: Class 16 contains 66087 members 
Mstep: Class 17 contains 137136 members 
Mstep: Class 18 contains 30842 members 
Mstep: Class 19 contains 7635 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 188332 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17672 members 
Mstep: Class 25 contains 6873 members 
Mstep: Class 26 contains 6964 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 1343 members 
Mstep: Class 30 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940896.000000 Penalty: 103175.226562
Iteration 173Q: 31 clusters Score -1.429409e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 143774 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54507 members 
Mstep: Class 5 contains 8236 members 
Mstep: Class 6 contains 48942 members 
Mstep: Class 7 contains 10718 members 
Mstep: Class 8 contains 34519 members 
Mstep: Class 9 contains 42698 members 
Mstep: Class 10 contains 14135 members 
Mstep: Class 11 contains 36161 members 
Mstep: Class 12 contains 47042 members 
Mstep: Class 13 contains 2032 members 
Mstep: Class 14 contains 82257 members 
Mstep: Class 15 contains 37349 members 
Mstep: Class 16 contains 66065 members 
Mstep: Class 17 contains 137202 members 
Mstep: Class 18 contains 30836 members 
Mstep: Class 19 contains 7642 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 188292 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 17672 members 
Mstep: Class 25 contains 6874 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 5497 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 1343 members 
Mstep: Class 30 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941024.000000 Penalty: 103175.226562
Iteration 174Q: 31 clusters Score -1.42941e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 143697 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54520 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 48931 members 
Mstep: Class 7 contains 10715 members 
Mstep: Class 8 contains 34520 members 
Mstep: Class 9 contains 42695 members 
Mstep: Class 10 contains 14144 members 
Mstep: Class 11 contains 36158 members 
Mstep: Class 12 contains 47055 members 
Mstep: Class 13 contains 2028 members 
Mstep: Class 14 contains 82305 members 
Mstep: Class 15 contains 37383 members 
Mstep: Class 16 contains 66043 members 
Mstep: Class 17 contains 137268 members 
Mstep: Class 18 contains 30832 members 
Mstep: Class 19 contains 7651 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 188225 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 17671 members 
Mstep: Class 25 contains 6875 members 
Mstep: Class 26 contains 6964 members 
Mstep: Class 27 contains 5499 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 1343 members 
Mstep: Class 30 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941216.000000 Penalty: 103175.226562
Iteration 175Q: 31 clusters Score -1.429412e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 143617 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54544 members 
Mstep: Class 5 contains 8236 members 
Mstep: Class 6 contains 48926 members 
Mstep: Class 7 contains 10715 members 
Mstep: Class 8 contains 34521 members 
Mstep: Class 9 contains 42689 members 
Mstep: Class 10 contains 14144 members 
Mstep: Class 11 contains 36163 members 
Mstep: Class 12 contains 47080 members 
Mstep: Class 13 contains 2023 members 
Mstep: Class 14 contains 82346 members 
Mstep: Class 15 contains 37408 members 
Mstep: Class 16 contains 66019 members 
Mstep: Class 17 contains 137346 members 
Mstep: Class 18 contains 30823 members 
Mstep: Class 19 contains 7660 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 188145 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 17670 members 
Mstep: Class 25 contains 6874 members 
Mstep: Class 26 contains 6964 members 
Mstep: Class 27 contains 5501 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 1343 members 
Mstep: Class 30 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3436.752930 but Gain 3439.179688
Score: -142941072.000000 Penalty: 99736.046875
Iteration 176Q: 30 clusters Score -1.429411e+08 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 144858 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54569 members 
Mstep: Class 5 contains 8254 members 
Mstep: Class 6 contains 48968 members 
Mstep: Class 7 contains 10833 members 
Mstep: Class 8 contains 34752 members 
Mstep: Class 9 contains 42690 members 
Mstep: Class 10 contains 14177 members 
Mstep: Class 11 contains 36170 members 
Mstep: Class 12 contains 47103 members 
Mstep: Class 14 contains 82420 members 
Mstep: Class 15 contains 37431 members 
Mstep: Class 16 contains 66008 members 
Mstep: Class 17 contains 137438 members 
Mstep: Class 18 contains 30898 members 
Mstep: Class 19 contains 7665 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 188062 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2727 members 
Mstep: Class 24 contains 17714 members 
Mstep: Class 25 contains 6922 members 
Mstep: Class 26 contains 6967 members 
Mstep: Class 27 contains 5502 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 1354 members 
Mstep: Class 30 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943216.000000 Penalty: 99736.046875
Iteration 177Q: 30 clusters Score -1.429432e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 144800 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54630 members 
Mstep: Class 5 contains 8249 members 
Mstep: Class 6 contains 48944 members 
Mstep: Class 7 contains 10840 members 
Mstep: Class 8 contains 34689 members 
Mstep: Class 9 contains 42680 members 
Mstep: Class 10 contains 14186 members 
Mstep: Class 11 contains 36195 members 
Mstep: Class 12 contains 47139 members 
Mstep: Class 14 contains 82543 members 
Mstep: Class 15 contains 37497 members 
Mstep: Class 16 contains 65993 members 
Mstep: Class 17 contains 137573 members 
Mstep: Class 18 contains 30885 members 
Mstep: Class 19 contains 7665 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 187786 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 17723 members 
Mstep: Class 25 contains 6921 members 
Mstep: Class 26 contains 6964 members 
Mstep: Class 27 contains 5510 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943200.000000 Penalty: 99736.046875
Iteration 178Q: 30 clusters Score -1.429432e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 144708 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54689 members 
Mstep: Class 5 contains 8242 members 
Mstep: Class 6 contains 48935 members 
Mstep: Class 7 contains 10837 members 
Mstep: Class 8 contains 34653 members 
Mstep: Class 9 contains 42669 members 
Mstep: Class 10 contains 14187 members 
Mstep: Class 11 contains 36220 members 
Mstep: Class 12 contains 47172 members 
Mstep: Class 14 contains 82647 members 
Mstep: Class 15 contains 37575 members 
Mstep: Class 16 contains 65975 members 
Mstep: Class 17 contains 137706 members 
Mstep: Class 18 contains 30879 members 
Mstep: Class 19 contains 7666 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 187522 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 17727 members 
Mstep: Class 25 contains 6925 members 
Mstep: Class 26 contains 6964 members 
Mstep: Class 27 contains 5516 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943072.000000 Penalty: 99736.046875
Iteration 179Q: 30 clusters Score -1.429431e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 144595 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54747 members 
Mstep: Class 5 contains 8239 members 
Mstep: Class 6 contains 48942 members 
Mstep: Class 7 contains 10836 members 
Mstep: Class 8 contains 34632 members 
Mstep: Class 9 contains 42655 members 
Mstep: Class 10 contains 14184 members 
Mstep: Class 11 contains 36228 members 
Mstep: Class 12 contains 47216 members 
Mstep: Class 14 contains 82741 members 
Mstep: Class 15 contains 37646 members 
Mstep: Class 16 contains 65968 members 
Mstep: Class 17 contains 137851 members 
Mstep: Class 18 contains 30867 members 
Mstep: Class 19 contains 7669 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 187255 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 17734 members 
Mstep: Class 25 contains 6929 members 
Mstep: Class 26 contains 6963 members 
Mstep: Class 27 contains 5519 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943200.000000 Penalty: 99736.046875
Iteration 180F: 30 clusters Score -1.429432e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 144479 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54792 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 48952 members 
Mstep: Class 7 contains 10835 members 
Mstep: Class 8 contains 34623 members 
Mstep: Class 9 contains 42645 members 
Mstep: Class 10 contains 14175 members 
Mstep: Class 11 contains 36250 members 
Mstep: Class 12 contains 47264 members 
Mstep: Class 14 contains 82829 members 
Mstep: Class 15 contains 37701 members 
Mstep: Class 16 contains 65967 members 
Mstep: Class 17 contains 138004 members 
Mstep: Class 18 contains 30854 members 
Mstep: Class 19 contains 7672 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 186985 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 17737 members 
Mstep: Class 25 contains 6928 members 
Mstep: Class 26 contains 6964 members 
Mstep: Class 27 contains 5523 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943168.000000 Penalty: 99736.046875
Iteration 181Q: 30 clusters Score -1.429432e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 144343 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54821 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 48961 members 
Mstep: Class 7 contains 10838 members 
Mstep: Class 8 contains 34619 members 
Mstep: Class 9 contains 42633 members 
Mstep: Class 10 contains 14170 members 
Mstep: Class 11 contains 36263 members 
Mstep: Class 12 contains 47326 members 
Mstep: Class 14 contains 82924 members 
Mstep: Class 15 contains 37746 members 
Mstep: Class 16 contains 65963 members 
Mstep: Class 17 contains 138155 members 
Mstep: Class 18 contains 30849 members 
Mstep: Class 19 contains 7676 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 186731 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 17740 members 
Mstep: Class 25 contains 6929 members 
Mstep: Class 26 contains 6964 members 
Mstep: Class 27 contains 5528 members 
Mstep: Class 28 contains 6413 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943120.000000 Penalty: 99736.046875
Iteration 182Q: 30 clusters Score -1.429431e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 144204 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54844 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 48974 members 
Mstep: Class 7 contains 10836 members 
Mstep: Class 8 contains 34617 members 
Mstep: Class 9 contains 42619 members 
Mstep: Class 10 contains 14168 members 
Mstep: Class 11 contains 36275 members 
Mstep: Class 12 contains 47386 members 
Mstep: Class 14 contains 83008 members 
Mstep: Class 15 contains 37800 members 
Mstep: Class 16 contains 65958 members 
Mstep: Class 17 contains 138314 members 
Mstep: Class 18 contains 30856 members 
Mstep: Class 19 contains 7680 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 186470 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 17744 members 
Mstep: Class 25 contains 6929 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 5528 members 
Mstep: Class 28 contains 6413 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943488.000000 Penalty: 99736.046875
Iteration 183Q: 30 clusters Score -1.429435e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 144055 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54878 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 48992 members 
Mstep: Class 7 contains 10832 members 
Mstep: Class 8 contains 34614 members 
Mstep: Class 9 contains 42608 members 
Mstep: Class 10 contains 14168 members 
Mstep: Class 11 contains 36300 members 
Mstep: Class 12 contains 47461 members 
Mstep: Class 14 contains 83075 members 
Mstep: Class 15 contains 37854 members 
Mstep: Class 16 contains 65956 members 
Mstep: Class 17 contains 138457 members 
Mstep: Class 18 contains 30861 members 
Mstep: Class 19 contains 7684 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 186209 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2724 members 
Mstep: Class 24 contains 17747 members 
Mstep: Class 25 contains 6929 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 5526 members 
Mstep: Class 28 contains 6413 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943488.000000 Penalty: 99736.046875
Iteration 184Q: 30 clusters Score -1.429435e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 143912 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54923 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 49004 members 
Mstep: Class 7 contains 10829 members 
Mstep: Class 8 contains 34609 members 
Mstep: Class 9 contains 42586 members 
Mstep: Class 10 contains 14171 members 
Mstep: Class 11 contains 36316 members 
Mstep: Class 12 contains 47529 members 
Mstep: Class 14 contains 83146 members 
Mstep: Class 15 contains 37903 members 
Mstep: Class 16 contains 65963 members 
Mstep: Class 17 contains 138625 members 
Mstep: Class 18 contains 30855 members 
Mstep: Class 19 contains 7685 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 185943 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2724 members 
Mstep: Class 24 contains 17748 members 
Mstep: Class 25 contains 6927 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 5527 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943376.000000 Penalty: 99736.046875
Iteration 185Q: 30 clusters Score -1.429434e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 143763 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54958 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 49013 members 
Mstep: Class 7 contains 10830 members 
Mstep: Class 8 contains 34609 members 
Mstep: Class 9 contains 42570 members 
Mstep: Class 10 contains 14170 members 
Mstep: Class 11 contains 36341 members 
Mstep: Class 12 contains 47585 members 
Mstep: Class 14 contains 83216 members 
Mstep: Class 15 contains 37944 members 
Mstep: Class 16 contains 65974 members 
Mstep: Class 17 contains 138810 members 
Mstep: Class 18 contains 30854 members 
Mstep: Class 19 contains 7685 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 185674 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2724 members 
Mstep: Class 24 contains 17748 members 
Mstep: Class 25 contains 6925 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 5528 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943520.000000 Penalty: 99736.046875
Iteration 186Q: 30 clusters Score -1.429435e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 143576 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54986 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 49016 members 
Mstep: Class 7 contains 10832 members 
Mstep: Class 8 contains 34610 members 
Mstep: Class 9 contains 42554 members 
Mstep: Class 10 contains 14168 members 
Mstep: Class 11 contains 36363 members 
Mstep: Class 12 contains 47638 members 
Mstep: Class 14 contains 83278 members 
Mstep: Class 15 contains 37986 members 
Mstep: Class 16 contains 65981 members 
Mstep: Class 17 contains 139028 members 
Mstep: Class 18 contains 30857 members 
Mstep: Class 19 contains 7687 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 185429 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2724 members 
Mstep: Class 24 contains 17750 members 
Mstep: Class 25 contains 6924 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 5529 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943584.000000 Penalty: 99736.046875
Iteration 187Q: 30 clusters Score -1.429436e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 143357 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55012 members 
Mstep: Class 5 contains 8242 members 
Mstep: Class 6 contains 49025 members 
Mstep: Class 7 contains 10836 members 
Mstep: Class 8 contains 34606 members 
Mstep: Class 9 contains 42536 members 
Mstep: Class 10 contains 14162 members 
Mstep: Class 11 contains 36400 members 
Mstep: Class 12 contains 47710 members 
Mstep: Class 14 contains 83335 members 
Mstep: Class 15 contains 38008 members 
Mstep: Class 16 contains 65975 members 
Mstep: Class 17 contains 139271 members 
Mstep: Class 18 contains 30864 members 
Mstep: Class 19 contains 7687 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 185193 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2724 members 
Mstep: Class 24 contains 17755 members 
Mstep: Class 25 contains 6923 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 5529 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943456.000000 Penalty: 99736.046875
Iteration 188Q: 30 clusters Score -1.429435e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 143160 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55046 members 
Mstep: Class 5 contains 8244 members 
Mstep: Class 6 contains 49028 members 
Mstep: Class 7 contains 10840 members 
Mstep: Class 8 contains 34604 members 
Mstep: Class 9 contains 42522 members 
Mstep: Class 10 contains 14158 members 
Mstep: Class 11 contains 36427 members 
Mstep: Class 12 contains 47772 members 
Mstep: Class 14 contains 83405 members 
Mstep: Class 15 contains 38034 members 
Mstep: Class 16 contains 65975 members 
Mstep: Class 17 contains 139493 members 
Mstep: Class 18 contains 30871 members 
Mstep: Class 19 contains 7688 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 184948 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2724 members 
Mstep: Class 24 contains 17759 members 
Mstep: Class 25 contains 6920 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 5527 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943232.000000 Penalty: 99736.046875
Iteration 189Q: 30 clusters Score -1.429432e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 142963 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55073 members 
Mstep: Class 5 contains 8247 members 
Mstep: Class 6 contains 49033 members 
Mstep: Class 7 contains 10845 members 
Mstep: Class 8 contains 34607 members 
Mstep: Class 9 contains 42507 members 
Mstep: Class 10 contains 14156 members 
Mstep: Class 11 contains 36443 members 
Mstep: Class 12 contains 47843 members 
Mstep: Class 14 contains 83458 members 
Mstep: Class 15 contains 38059 members 
Mstep: Class 16 contains 65984 members 
Mstep: Class 17 contains 139726 members 
Mstep: Class 18 contains 30878 members 
Mstep: Class 19 contains 7688 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 184701 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 17761 members 
Mstep: Class 25 contains 6917 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 5528 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943264.000000 Penalty: 99736.046875
Iteration 190Q: 30 clusters Score -1.429433e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 142781 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55099 members 
Mstep: Class 5 contains 8252 members 
Mstep: Class 6 contains 49042 members 
Mstep: Class 7 contains 10840 members 
Mstep: Class 8 contains 34611 members 
Mstep: Class 9 contains 42494 members 
Mstep: Class 10 contains 14159 members 
Mstep: Class 11 contains 36462 members 
Mstep: Class 12 contains 47897 members 
Mstep: Class 14 contains 83505 members 
Mstep: Class 15 contains 38085 members 
Mstep: Class 16 contains 65981 members 
Mstep: Class 17 contains 139930 members 
Mstep: Class 18 contains 30879 members 
Mstep: Class 19 contains 7688 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 184500 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 17764 members 
Mstep: Class 25 contains 6916 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 5528 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943248.000000 Penalty: 99736.046875
Iteration 191Q: 30 clusters Score -1.429432e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 142615 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55124 members 
Mstep: Class 5 contains 8248 members 
Mstep: Class 6 contains 49058 members 
Mstep: Class 7 contains 10840 members 
Mstep: Class 8 contains 34611 members 
Mstep: Class 9 contains 42484 members 
Mstep: Class 10 contains 14162 members 
Mstep: Class 11 contains 36477 members 
Mstep: Class 12 contains 47939 members 
Mstep: Class 14 contains 83556 members 
Mstep: Class 15 contains 38106 members 
Mstep: Class 16 contains 65981 members 
Mstep: Class 17 contains 140110 members 
Mstep: Class 18 contains 30883 members 
Mstep: Class 19 contains 7689 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 184324 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 17763 members 
Mstep: Class 25 contains 6913 members 
Mstep: Class 26 contains 6964 members 
Mstep: Class 27 contains 5528 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943392.000000 Penalty: 99736.046875
Iteration 192Q: 30 clusters Score -1.429434e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 142465 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55148 members 
Mstep: Class 5 contains 8249 members 
Mstep: Class 6 contains 49070 members 
Mstep: Class 7 contains 10842 members 
Mstep: Class 8 contains 34613 members 
Mstep: Class 9 contains 42474 members 
Mstep: Class 10 contains 14160 members 
Mstep: Class 11 contains 36495 members 
Mstep: Class 12 contains 47971 members 
Mstep: Class 14 contains 83597 members 
Mstep: Class 15 contains 38132 members 
Mstep: Class 16 contains 65970 members 
Mstep: Class 17 contains 140296 members 
Mstep: Class 18 contains 30879 members 
Mstep: Class 19 contains 7690 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 184153 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 17761 members 
Mstep: Class 25 contains 6913 members 
Mstep: Class 26 contains 6964 members 
Mstep: Class 27 contains 5531 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943568.000000 Penalty: 99736.046875
Iteration 193Q: 30 clusters Score -1.429436e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 142346 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55160 members 
Mstep: Class 5 contains 8253 members 
Mstep: Class 6 contains 49084 members 
Mstep: Class 7 contains 10840 members 
Mstep: Class 8 contains 34611 members 
Mstep: Class 9 contains 42464 members 
Mstep: Class 10 contains 14159 members 
Mstep: Class 11 contains 36507 members 
Mstep: Class 12 contains 48005 members 
Mstep: Class 14 contains 83637 members 
Mstep: Class 15 contains 38164 members 
Mstep: Class 16 contains 65962 members 
Mstep: Class 17 contains 140438 members 
Mstep: Class 18 contains 30880 members 
Mstep: Class 19 contains 7691 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 183999 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 17762 members 
Mstep: Class 25 contains 6914 members 
Mstep: Class 26 contains 6964 members 
Mstep: Class 27 contains 5532 members 
Mstep: Class 28 contains 6413 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943824.000000 Penalty: 99736.046875
Iteration 194Q: 30 clusters Score -1.429438e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 142232 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55178 members 
Mstep: Class 5 contains 8251 members 
Mstep: Class 6 contains 49095 members 
Mstep: Class 7 contains 10838 members 
Mstep: Class 8 contains 34608 members 
Mstep: Class 9 contains 42451 members 
Mstep: Class 10 contains 14152 members 
Mstep: Class 11 contains 36510 members 
Mstep: Class 12 contains 48052 members 
Mstep: Class 14 contains 83673 members 
Mstep: Class 15 contains 38181 members 
Mstep: Class 16 contains 65959 members 
Mstep: Class 17 contains 140574 members 
Mstep: Class 18 contains 30883 members 
Mstep: Class 19 contains 7691 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 183863 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 17762 members 
Mstep: Class 25 contains 6914 members 
Mstep: Class 26 contains 6964 members 
Mstep: Class 27 contains 5532 members 
Mstep: Class 28 contains 6413 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943632.000000 Penalty: 99736.046875
Iteration 195Q: 30 clusters Score -1.429436e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 142113 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55206 members 
Mstep: Class 5 contains 8253 members 
Mstep: Class 6 contains 49102 members 
Mstep: Class 7 contains 10836 members 
Mstep: Class 8 contains 34606 members 
Mstep: Class 9 contains 42444 members 
Mstep: Class 10 contains 14148 members 
Mstep: Class 11 contains 36528 members 
Mstep: Class 12 contains 48081 members 
Mstep: Class 14 contains 83716 members 
Mstep: Class 15 contains 38201 members 
Mstep: Class 16 contains 65952 members 
Mstep: Class 17 contains 140702 members 
Mstep: Class 18 contains 30873 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 183724 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 17766 members 
Mstep: Class 25 contains 6913 members 
Mstep: Class 26 contains 6964 members 
Mstep: Class 27 contains 5532 members 
Mstep: Class 28 contains 6413 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943744.000000 Penalty: 99736.046875
Iteration 196Q: 30 clusters Score -1.429437e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 142011 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55230 members 
Mstep: Class 5 contains 8257 members 
Mstep: Class 6 contains 49101 members 
Mstep: Class 7 contains 10833 members 
Mstep: Class 8 contains 34606 members 
Mstep: Class 9 contains 42441 members 
Mstep: Class 10 contains 14144 members 
Mstep: Class 11 contains 36545 members 
Mstep: Class 12 contains 48114 members 
Mstep: Class 14 contains 83757 members 
Mstep: Class 15 contains 38237 members 
Mstep: Class 16 contains 65938 members 
Mstep: Class 17 contains 140793 members 
Mstep: Class 18 contains 30862 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 183606 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 17768 members 
Mstep: Class 25 contains 6913 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 5533 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943456.000000 Penalty: 99736.046875
Iteration 197Q: 30 clusters Score -1.429435e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 141912 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55255 members 
Mstep: Class 5 contains 8259 members 
Mstep: Class 6 contains 49104 members 
Mstep: Class 7 contains 10836 members 
Mstep: Class 8 contains 34607 members 
Mstep: Class 9 contains 42440 members 
Mstep: Class 10 contains 14139 members 
Mstep: Class 11 contains 36560 members 
Mstep: Class 12 contains 48163 members 
Mstep: Class 14 contains 83788 members 
Mstep: Class 15 contains 38281 members 
Mstep: Class 16 contains 65929 members 
Mstep: Class 17 contains 140858 members 
Mstep: Class 18 contains 30856 members 
Mstep: Class 19 contains 7697 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 183479 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 2720 members 
Mstep: Class 24 contains 17768 members 
Mstep: Class 25 contains 6913 members 
Mstep: Class 26 contains 6965 members 
Mstep: Class 27 contains 5533 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943504.000000 Penalty: 99736.046875
Iteration 198Q: 30 clusters Score -1.429435e+08 nChanged 1041
Entering ConstructFrom: 
Score: -142943504.000000 Penalty: 99736.046875
Entering ConstructFrom: 
Trying to split cluster 1 (8501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Entering Unmasked Estep 
Score: -1158343.250000 Penalty: 2243.888916
	Iteration 0F: 2 clusters Score -1158343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1151711.125000 Penalty: 4487.777832
	Iteration 0F: 3 clusters Score -1151711 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1153695.875000 Penalty: 4487.777832
	Iteration 1F: 3 clusters Score -1153696 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1154163.000000 Penalty: 4487.777832
	Iteration 2F: 3 clusters Score -1154163 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1154685.000000 Penalty: 4487.777832
	Iteration 3F: 3 clusters Score -1154685 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1155165.250000 Penalty: 4487.777832
	Iteration 4F: 3 clusters Score -1155165 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1155550.625000 Penalty: 4487.777832
	Iteration 5F: 3 clusters Score -1155551 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1155882.125000 Penalty: 4487.777832
	Iteration 6F: 3 clusters Score -1155882 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1156207.125000 Penalty: 4487.777832
	Iteration 7F: 3 clusters Score -1156207 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1156481.250000 Penalty: 4487.777832
	Iteration 8Q: 3 clusters Score -1156481 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1156731.875000 Penalty: 4487.777832
	Iteration 9Q: 3 clusters Score -1156732 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1156961.375000 Penalty: 4487.777832
	Iteration 10Q: 3 clusters Score -1156961 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1157180.250000 Penalty: 4487.777832
	Iteration 11Q: 3 clusters Score -1157180 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1157366.500000 Penalty: 4487.777832
	Iteration 12Q: 3 clusters Score -1157366 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1157526.500000 Penalty: 4487.777832
	Iteration 13Q: 3 clusters Score -1157526 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1157697.750000 Penalty: 4487.777832
	Iteration 14Q: 3 clusters Score -1157698 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1157855.375000 Penalty: 4487.777832
	Iteration 15Q: 3 clusters Score -1157855 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1157973.125000 Penalty: 4487.777832
	Iteration 16Q: 3 clusters Score -1157973 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1158041.000000 Penalty: 4487.777832
	Iteration 17Q: 3 clusters Score -1158041 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1158079.750000 Penalty: 4487.777832
	Iteration 18Q: 3 clusters Score -1158080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1158100.125000 Penalty: 4487.777832
	Iteration 19Q: 3 clusters Score -1158100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1158109.250000 Penalty: 4487.777832
	Iteration 20F: 3 clusters Score -1158109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1158122.625000 Penalty: 4487.777832
	Iteration 21Q: 3 clusters Score -1158123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1158133.250000 Penalty: 4487.777832
	Iteration 22Q: 3 clusters Score -1158133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1158141.875000 Penalty: 4487.777832
	Iteration 23Q: 3 clusters Score -1158142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1158148.125000 Penalty: 4487.777832
	Iteration 24Q: 3 clusters Score -1158148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1158155.375000 Penalty: 4487.777832
	Iteration 25Q: 3 clusters Score -1158155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1158155.625000 Penalty: 4487.777832
	Iteration 26Q: 3 clusters Score -1158156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1158155.750000 Penalty: 4487.777832
	Iteration 27Q: 3 clusters Score -1158156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1158157.375000 Penalty: 4487.777832
	Iteration 28Q: 3 clusters Score -1158157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1158159.000000 Penalty: 4487.777832
	Iteration 29Q: 3 clusters Score -1158159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1158159.250000 Penalty: 4487.777832
	Iteration 30Q: 3 clusters Score -1158159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1158159.250000 Penalty: 4487.777832
	Iteration 31F: 3 clusters Score -1158159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (141833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141833 members 
Entering Unmasked Estep 
Score: -19682998.000000 Penalty: 2941.876709
	Iteration 0F: 2 clusters Score -1.9683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70962 members 
Mstep: Class 2 contains 70871 members 
Entering Unmasked Estep 
Score: -19590008.000000 Penalty: 5883.753418
	Iteration 0F: 3 clusters Score -1.959001e+07 nChanged 67776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71732 members 
Mstep: Class 2 contains 70101 members 
Entering Unmasked Estep 
Score: -19629586.000000 Penalty: 5883.753418
	Iteration 1F: 3 clusters Score -1.962959e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72152 members 
Mstep: Class 2 contains 69681 members 
Entering Unmasked Estep 
Score: -19630598.000000 Penalty: 5883.753418
	Iteration 2Q: 3 clusters Score -1.96306e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72861 members 
Mstep: Class 2 contains 68972 members 
Entering Unmasked Estep 
Score: -19631986.000000 Penalty: 5883.753418
	Iteration 3Q: 3 clusters Score -1.963199e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73749 members 
Mstep: Class 2 contains 68084 members 
Entering Unmasked Estep 
Score: -19633628.000000 Penalty: 5883.753418
	Iteration 4Q: 3 clusters Score -1.963363e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74823 members 
Mstep: Class 2 contains 67010 members 
Entering Unmasked Estep 
Score: -19636036.000000 Penalty: 5883.753418
	Iteration 5Q: 3 clusters Score -1.963604e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75950 members 
Mstep: Class 2 contains 65883 members 
Entering Unmasked Estep 
Score: -19639452.000000 Penalty: 5883.753418
	Iteration 6Q: 3 clusters Score -1.963945e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76999 members 
Mstep: Class 2 contains 64834 members 
Entering Unmasked Estep 
Score: -19643950.000000 Penalty: 5883.753418
	Iteration 7F: 3 clusters Score -1.964395e+07 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77590 members 
Mstep: Class 2 contains 64243 members 
Entering Unmasked Estep 
Score: -19650200.000000 Penalty: 5883.753418
	Iteration 8F: 3 clusters Score -1.96502e+07 nChanged 9329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77545 members 
Mstep: Class 2 contains 64288 members 
Entering Unmasked Estep 
Score: -19657158.000000 Penalty: 5883.753418
	Iteration 9F: 3 clusters Score -1.965716e+07 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77201 members 
Mstep: Class 2 contains 64632 members 
Entering Unmasked Estep 
Score: -19662300.000000 Penalty: 5883.753418
	Iteration 10F: 3 clusters Score -1.96623e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76869 members 
Mstep: Class 2 contains 64964 members 
Entering Unmasked Estep 
Score: -19664694.000000 Penalty: 5883.753418
	Iteration 11Q: 3 clusters Score -1.966469e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76687 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -19665502.000000 Penalty: 5883.753418
	Iteration 12Q: 3 clusters Score -1.96655e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76573 members 
Mstep: Class 2 contains 65260 members 
Entering Unmasked Estep 
Score: -19666186.000000 Penalty: 5883.753418
	Iteration 13Q: 3 clusters Score -1.966619e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76470 members 
Mstep: Class 2 contains 65363 members 
Entering Unmasked Estep 
Score: -19666542.000000 Penalty: 5883.753418
	Iteration 14Q: 3 clusters Score -1.966654e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76305 members 
Mstep: Class 2 contains 65528 members 
Entering Unmasked Estep 
Score: -19666854.000000 Penalty: 5883.753418
	Iteration 15Q: 3 clusters Score -1.966685e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76133 members 
Mstep: Class 2 contains 65700 members 
Entering Unmasked Estep 
Score: -19667180.000000 Penalty: 5883.753418
	Iteration 16Q: 3 clusters Score -1.966718e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75947 members 
Mstep: Class 2 contains 65886 members 
Entering Unmasked Estep 
Score: -19667566.000000 Penalty: 5883.753418
	Iteration 17Q: 3 clusters Score -1.966757e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75729 members 
Mstep: Class 2 contains 66104 members 
Entering Unmasked Estep 
Score: -19667922.000000 Penalty: 5883.753418
	Iteration 18Q: 3 clusters Score -1.966792e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75545 members 
Mstep: Class 2 contains 66288 members 
Entering Unmasked Estep 
Score: -19668124.000000 Penalty: 5883.753418
	Iteration 19Q: 3 clusters Score -1.966812e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75314 members 
Mstep: Class 2 contains 66519 members 
Entering Unmasked Estep 
Score: -19668528.000000 Penalty: 5883.753418
	Iteration 20F: 3 clusters Score -1.966853e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75094 members 
Mstep: Class 2 contains 66739 members 
Entering Unmasked Estep 
Score: -19668742.000000 Penalty: 5883.753418
	Iteration 21Q: 3 clusters Score -1.966874e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74856 members 
Mstep: Class 2 contains 66977 members 
Entering Unmasked Estep 
Score: -19668878.000000 Penalty: 5883.753418
	Iteration 22Q: 3 clusters Score -1.966888e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74622 members 
Mstep: Class 2 contains 67211 members 
Entering Unmasked Estep 
Score: -19668904.000000 Penalty: 5883.753418
	Iteration 23Q: 3 clusters Score -1.96689e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74363 members 
Mstep: Class 2 contains 67470 members 
Entering Unmasked Estep 
Score: -19669038.000000 Penalty: 5883.753418
	Iteration 24Q: 3 clusters Score -1.966904e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74144 members 
Mstep: Class 2 contains 67689 members 
Entering Unmasked Estep 
Score: -19669148.000000 Penalty: 5883.753418
	Iteration 25Q: 3 clusters Score -1.966915e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73944 members 
Mstep: Class 2 contains 67889 members 
Entering Unmasked Estep 
Score: -19669186.000000 Penalty: 5883.753418
	Iteration 26Q: 3 clusters Score -1.966919e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73739 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
Score: -19669342.000000 Penalty: 5883.753418
	Iteration 27Q: 3 clusters Score -1.966934e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73565 members 
Mstep: Class 2 contains 68268 members 
Entering Unmasked Estep 
Score: -19669440.000000 Penalty: 5883.753418
	Iteration 28Q: 3 clusters Score -1.966944e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73354 members 
Mstep: Class 2 contains 68479 members 
Entering Unmasked Estep 
Score: -19669434.000000 Penalty: 5883.753418
	Iteration 29Q: 3 clusters Score -1.966943e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73157 members 
Mstep: Class 2 contains 68676 members 
Entering Unmasked Estep 
Score: -19669526.000000 Penalty: 5883.753418
	Iteration 30Q: 3 clusters Score -1.966953e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72903 members 
Mstep: Class 2 contains 68930 members 
Entering Unmasked Estep 
Score: -19669568.000000 Penalty: 5883.753418
	Iteration 31Q: 3 clusters Score -1.966957e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72643 members 
Mstep: Class 2 contains 69190 members 
Entering Unmasked Estep 
Score: -19669572.000000 Penalty: 5883.753418
	Iteration 32Q: 3 clusters Score -1.966957e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72346 members 
Mstep: Class 2 contains 69487 members 
Entering Unmasked Estep 
Score: -19669570.000000 Penalty: 5883.753418
	Iteration 33Q: 3 clusters Score -1.966957e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72060 members 
Mstep: Class 2 contains 69773 members 
Entering Unmasked Estep 
Score: -19669588.000000 Penalty: 5883.753418
	Iteration 34Q: 3 clusters Score -1.966959e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71761 members 
Mstep: Class 2 contains 70072 members 
Entering Unmasked Estep 
Score: -19669664.000000 Penalty: 5883.753418
	Iteration 35Q: 3 clusters Score -1.966966e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71470 members 
Mstep: Class 2 contains 70363 members 
Entering Unmasked Estep 
Score: -19669682.000000 Penalty: 5883.753418
	Iteration 36Q: 3 clusters Score -1.966968e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71171 members 
Mstep: Class 2 contains 70662 members 
Entering Unmasked Estep 
Score: -19669740.000000 Penalty: 5883.753418
	Iteration 37Q: 3 clusters Score -1.966974e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70895 members 
Mstep: Class 2 contains 70938 members 
Entering Unmasked Estep 
Score: -19669734.000000 Penalty: 5883.753418
	Iteration 38Q: 3 clusters Score -1.966973e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70639 members 
Mstep: Class 2 contains 71194 members 
Entering Unmasked Estep 
Score: -19669750.000000 Penalty: 5883.753418
	Iteration 39Q: 3 clusters Score -1.966975e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70384 members 
Mstep: Class 2 contains 71449 members 
Entering Unmasked Estep 
Score: -19669786.000000 Penalty: 5883.753418
	Iteration 40F: 3 clusters Score -1.966979e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70130 members 
Mstep: Class 2 contains 71703 members 
Entering Unmasked Estep 
Score: -19669846.000000 Penalty: 5883.753418
	Iteration 41Q: 3 clusters Score -1.966985e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69886 members 
Mstep: Class 2 contains 71947 members 
Entering Unmasked Estep 
Score: -19669926.000000 Penalty: 5883.753418
	Iteration 42Q: 3 clusters Score -1.966993e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69614 members 
Mstep: Class 2 contains 72219 members 
Entering Unmasked Estep 
Score: -19669928.000000 Penalty: 5883.753418
	Iteration 43Q: 3 clusters Score -1.966993e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69324 members 
Mstep: Class 2 contains 72509 members 
Entering Unmasked Estep 
Score: -19669908.000000 Penalty: 5883.753418
	Iteration 44Q: 3 clusters Score -1.966991e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69047 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -19669920.000000 Penalty: 5883.753418
	Iteration 45Q: 3 clusters Score -1.966992e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68756 members 
Mstep: Class 2 contains 73077 members 
Entering Unmasked Estep 
Score: -19669944.000000 Penalty: 5883.753418
	Iteration 46Q: 3 clusters Score -1.966994e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68453 members 
Mstep: Class 2 contains 73380 members 
Entering Unmasked Estep 
Score: -19669932.000000 Penalty: 5883.753418
	Iteration 47Q: 3 clusters Score -1.966993e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68121 members 
Mstep: Class 2 contains 73712 members 
Entering Unmasked Estep 
Score: -19669912.000000 Penalty: 5883.753418
	Iteration 48Q: 3 clusters Score -1.966991e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67772 members 
Mstep: Class 2 contains 74061 members 
Entering Unmasked Estep 
Score: -19669930.000000 Penalty: 5883.753418
	Iteration 49Q: 3 clusters Score -1.966993e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67377 members 
Mstep: Class 2 contains 74456 members 
Entering Unmasked Estep 
Score: -19669982.000000 Penalty: 5883.753418
	Iteration 50Q: 3 clusters Score -1.966998e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66960 members 
Mstep: Class 2 contains 74873 members 
Entering Unmasked Estep 
Score: -19669982.000000 Penalty: 5883.753418
	Iteration 51Q: 3 clusters Score -1.966998e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66554 members 
Mstep: Class 2 contains 75279 members 
Entering Unmasked Estep 
Score: -19670022.000000 Penalty: 5883.753418
	Iteration 52Q: 3 clusters Score -1.967002e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66098 members 
Mstep: Class 2 contains 75735 members 
Entering Unmasked Estep 
Score: -19670050.000000 Penalty: 5883.753418
	Iteration 53Q: 3 clusters Score -1.967005e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65652 members 
Mstep: Class 2 contains 76181 members 
Entering Unmasked Estep 
Score: -19670088.000000 Penalty: 5883.753418
	Iteration 54Q: 3 clusters Score -1.967009e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 76642 members 
Entering Unmasked Estep 
Score: -19670088.000000 Penalty: 5883.753418
	Iteration 55Q: 3 clusters Score -1.967009e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64669 members 
Mstep: Class 2 contains 77164 members 
Entering Unmasked Estep 
Score: -19670132.000000 Penalty: 5883.753418
	Iteration 56Q: 3 clusters Score -1.967013e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64102 members 
Mstep: Class 2 contains 77731 members 
Entering Unmasked Estep 
Score: -19670166.000000 Penalty: 5883.753418
	Iteration 57Q: 3 clusters Score -1.967017e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63515 members 
Mstep: Class 2 contains 78318 members 
Entering Unmasked Estep 
Score: -19670138.000000 Penalty: 5883.753418
	Iteration 58Q: 3 clusters Score -1.967014e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62941 members 
Mstep: Class 2 contains 78892 members 
Entering Unmasked Estep 
Score: -19670190.000000 Penalty: 5883.753418
	Iteration 59Q: 3 clusters Score -1.967019e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62347 members 
Mstep: Class 2 contains 79486 members 
Entering Unmasked Estep 
Score: -19670226.000000 Penalty: 5883.753418
	Iteration 60F: 3 clusters Score -1.967023e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61776 members 
Mstep: Class 2 contains 80057 members 
Entering Unmasked Estep 
Score: -19670396.000000 Penalty: 5883.753418
	Iteration 61Q: 3 clusters Score -1.96704e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61153 members 
Mstep: Class 2 contains 80680 members 
Entering Unmasked Estep 
Score: -19670432.000000 Penalty: 5883.753418
	Iteration 62Q: 3 clusters Score -1.967043e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60450 members 
Mstep: Class 2 contains 81383 members 
Entering Unmasked Estep 
Score: -19670470.000000 Penalty: 5883.753418
	Iteration 63Q: 3 clusters Score -1.967047e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 82171 members 
Entering Unmasked Estep 
Score: -19670570.000000 Penalty: 5883.753418
	Iteration 64Q: 3 clusters Score -1.967057e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58819 members 
Mstep: Class 2 contains 83014 members 
Entering Unmasked Estep 
Score: -19670722.000000 Penalty: 5883.753418
	Iteration 65Q: 3 clusters Score -1.967072e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57915 members 
Mstep: Class 2 contains 83918 members 
Entering Unmasked Estep 
Score: -19670820.000000 Penalty: 5883.753418
	Iteration 66Q: 3 clusters Score -1.967082e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56958 members 
Mstep: Class 2 contains 84875 members 
Entering Unmasked Estep 
Score: -19670928.000000 Penalty: 5883.753418
	Iteration 67Q: 3 clusters Score -1.967093e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 85836 members 
Entering Unmasked Estep 
Score: -19671126.000000 Penalty: 5883.753418
	Iteration 68Q: 3 clusters Score -1.967113e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 86826 members 
Entering Unmasked Estep 
Score: -19671242.000000 Penalty: 5883.753418
	Iteration 69Q: 3 clusters Score -1.967124e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 87838 members 
Entering Unmasked Estep 
Score: -19671304.000000 Penalty: 5883.753418
	Iteration 70Q: 3 clusters Score -1.96713e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52965 members 
Mstep: Class 2 contains 88868 members 
Entering Unmasked Estep 
Score: -19671466.000000 Penalty: 5883.753418
	Iteration 71Q: 3 clusters Score -1.967147e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 89989 members 
Entering Unmasked Estep 
Score: -19671562.000000 Penalty: 5883.753418
	Iteration 72Q: 3 clusters Score -1.967156e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 91150 members 
Entering Unmasked Estep 
Score: -19671714.000000 Penalty: 5883.753418
	Iteration 73Q: 3 clusters Score -1.967171e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 92334 members 
Entering Unmasked Estep 
Score: -19671890.000000 Penalty: 5883.753418
	Iteration 74Q: 3 clusters Score -1.967189e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 93517 members 
Entering Unmasked Estep 
Score: -19672086.000000 Penalty: 5883.753418
	Iteration 75Q: 3 clusters Score -1.967209e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 94697 members 
Entering Unmasked Estep 
Score: -19672222.000000 Penalty: 5883.753418
	Iteration 76Q: 3 clusters Score -1.967222e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 95963 members 
Entering Unmasked Estep 
Score: -19672426.000000 Penalty: 5883.753418
	Iteration 77Q: 3 clusters Score -1.967243e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 97180 members 
Entering Unmasked Estep 
Score: -19672528.000000 Penalty: 5883.753418
	Iteration 78Q: 3 clusters Score -1.967253e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 98431 members 
Entering Unmasked Estep 
Score: -19672744.000000 Penalty: 5883.753418
	Iteration 79Q: 3 clusters Score -1.967274e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 99638 members 
Entering Unmasked Estep 
Score: -19673082.000000 Penalty: 5883.753418
	Iteration 80F: 3 clusters Score -1.967308e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 100953 members 
Entering Unmasked Estep 
Score: -19673216.000000 Penalty: 5883.753418
	Iteration 81Q: 3 clusters Score -1.967322e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 102394 members 
Entering Unmasked Estep 
Score: -19673562.000000 Penalty: 5883.753418
	Iteration 82Q: 3 clusters Score -1.967356e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 103920 members 
Entering Unmasked Estep 
Score: -19673850.000000 Penalty: 5883.753418
	Iteration 83Q: 3 clusters Score -1.967385e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 105553 members 
Entering Unmasked Estep 
Score: -19674108.000000 Penalty: 5883.753418
	Iteration 84Q: 3 clusters Score -1.967411e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 107216 members 
Entering Unmasked Estep 
Score: -19674488.000000 Penalty: 5883.753418
	Iteration 85Q: 3 clusters Score -1.967449e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 108987 members 
Entering Unmasked Estep 
Score: -19674886.000000 Penalty: 5883.753418
	Iteration 86Q: 3 clusters Score -1.967489e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 110819 members 
Entering Unmasked Estep 
Score: -19675238.000000 Penalty: 5883.753418
	Iteration 87Q: 3 clusters Score -1.967524e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 112733 members 
Entering Unmasked Estep 
Score: -19675694.000000 Penalty: 5883.753418
	Iteration 88Q: 3 clusters Score -1.967569e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 114707 members 
Entering Unmasked Estep 
Score: -19676052.000000 Penalty: 5883.753418
	Iteration 89Q: 3 clusters Score -1.967605e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 116773 members 
Entering Unmasked Estep 
Score: -19676484.000000 Penalty: 5883.753418
	Iteration 90Q: 3 clusters Score -1.967648e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 118824 members 
Entering Unmasked Estep 
Score: -19676914.000000 Penalty: 5883.753418
	Iteration 91Q: 3 clusters Score -1.967691e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 120847 members 
Entering Unmasked Estep 
Score: -19677228.000000 Penalty: 5883.753418
	Iteration 92Q: 3 clusters Score -1.967723e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 122802 members 
Entering Unmasked Estep 
Score: -19677610.000000 Penalty: 5883.753418
	Iteration 93Q: 3 clusters Score -1.967761e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 124696 members 
Entering Unmasked Estep 
Score: -19678044.000000 Penalty: 5883.753418
	Iteration 94Q: 3 clusters Score -1.967804e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 126545 members 
Entering Unmasked Estep 
Score: -19678394.000000 Penalty: 5883.753418
	Iteration 95Q: 3 clusters Score -1.967839e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 128168 members 
Entering Unmasked Estep 
Score: -19678686.000000 Penalty: 5883.753418
	Iteration 96Q: 3 clusters Score -1.967869e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 129694 members 
Entering Unmasked Estep 
Score: -19679054.000000 Penalty: 5883.753418
	Iteration 97Q: 3 clusters Score -1.967905e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 131062 members 
Entering Unmasked Estep 
Score: -19679294.000000 Penalty: 5883.753418
	Iteration 98Q: 3 clusters Score -1.967929e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 132267 members 
Entering Unmasked Estep 
Score: -19679458.000000 Penalty: 5883.753418
	Iteration 99Q: 3 clusters Score -1.967946e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 133341 members 
Entering Unmasked Estep 
Score: -19679676.000000 Penalty: 5883.753418
	Iteration 100F: 3 clusters Score -1.967968e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 134322 members 
Entering Unmasked Estep 
Score: -19679976.000000 Penalty: 5883.753418
	Iteration 101Q: 3 clusters Score -1.967998e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 135197 members 
Entering Unmasked Estep 
Score: -19680140.000000 Penalty: 5883.753418
	Iteration 102Q: 3 clusters Score -1.968014e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 135977 members 
Entering Unmasked Estep 
Score: -19680206.000000 Penalty: 5883.753418
	Iteration 103Q: 3 clusters Score -1.968021e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 136618 members 
Entering Unmasked Estep 
Score: -19680260.000000 Penalty: 5883.753418
	Iteration 104Q: 3 clusters Score -1.968026e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 137198 members 
Entering Unmasked Estep 
Score: -19680368.000000 Penalty: 5883.753418
	Iteration 105Q: 3 clusters Score -1.968037e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 137695 members 
Entering Unmasked Estep 
Score: -19680502.000000 Penalty: 5883.753418
	Iteration 106Q: 3 clusters Score -1.96805e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 138127 members 
Entering Unmasked Estep 
Score: -19680618.000000 Penalty: 5883.753418
	Iteration 107Q: 3 clusters Score -1.968062e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 138469 members 
Entering Unmasked Estep 
Score: -19680714.000000 Penalty: 5883.753418
	Iteration 108Q: 3 clusters Score -1.968071e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 138760 members 
Entering Unmasked Estep 
Score: -19680804.000000 Penalty: 5883.753418
	Iteration 109Q: 3 clusters Score -1.96808e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 139020 members 
Entering Unmasked Estep 
Score: -19680896.000000 Penalty: 5883.753418
	Iteration 110Q: 3 clusters Score -1.96809e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 139223 members 
Entering Unmasked Estep 
Score: -19680880.000000 Penalty: 5883.753418
	Iteration 111Q: 3 clusters Score -1.968088e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 139389 members 
Entering Unmasked Estep 
Score: -19680864.000000 Penalty: 5883.753418
	Iteration 112Q: 3 clusters Score -1.968086e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 139516 members 
Entering Unmasked Estep 
Score: -19680862.000000 Penalty: 5883.753418
	Iteration 113Q: 3 clusters Score -1.968086e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 139605 members 
Entering Unmasked Estep 
Score: -19680878.000000 Penalty: 5883.753418
	Iteration 114Q: 3 clusters Score -1.968088e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 139684 members 
Entering Unmasked Estep 
Score: -19680878.000000 Penalty: 5883.753418
	Iteration 115Q: 3 clusters Score -1.968088e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 139745 members 
Entering Unmasked Estep 
Score: -19680886.000000 Penalty: 5883.753418
	Iteration 116Q: 3 clusters Score -1.968089e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 139804 members 
Entering Unmasked Estep 
Score: -19680916.000000 Penalty: 5883.753418
	Iteration 117Q: 3 clusters Score -1.968092e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 139857 members 
Entering Unmasked Estep 
Score: -19680920.000000 Penalty: 5883.753418
	Iteration 118Q: 3 clusters Score -1.968092e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 139897 members 
Entering Unmasked Estep 
Score: -19680922.000000 Penalty: 5883.753418
	Iteration 119Q: 3 clusters Score -1.968092e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 139938 members 
Entering Unmasked Estep 
Score: -19680938.000000 Penalty: 5883.753418
	Iteration 120F: 3 clusters Score -1.968094e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 139968 members 
Entering Unmasked Estep 
Score: -19680920.000000 Penalty: 5883.753418
	Iteration 121Q: 3 clusters Score -1.968092e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 139995 members 
Entering Unmasked Estep 
Score: -19680944.000000 Penalty: 5883.753418
	Iteration 122Q: 3 clusters Score -1.968094e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 140018 members 
Entering Unmasked Estep 
Score: -19680964.000000 Penalty: 5883.753418
	Iteration 123Q: 3 clusters Score -1.968096e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 140040 members 
Entering Unmasked Estep 
Score: -19680954.000000 Penalty: 5883.753418
	Iteration 124Q: 3 clusters Score -1.968095e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 140050 members 
Entering Unmasked Estep 
Score: -19680960.000000 Penalty: 5883.753418
	Iteration 125Q: 3 clusters Score -1.968096e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 140063 members 
Entering Unmasked Estep 
Score: -19680964.000000 Penalty: 5883.753418
	Iteration 126Q: 3 clusters Score -1.968096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 140076 members 
Entering Unmasked Estep 
Score: -19680962.000000 Penalty: 5883.753418
	Iteration 127Q: 3 clusters Score -1.968096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 140084 members 
Entering Unmasked Estep 
Score: -19680964.000000 Penalty: 5883.753418
	Iteration 128Q: 3 clusters Score -1.968096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 140095 members 
Entering Unmasked Estep 
Score: -19680970.000000 Penalty: 5883.753418
	Iteration 129Q: 3 clusters Score -1.968097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 140100 members 
Entering Unmasked Estep 
Score: -19680952.000000 Penalty: 5883.753418
	Iteration 130Q: 3 clusters Score -1.968095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 140106 members 
Entering Unmasked Estep 
Score: -19680962.000000 Penalty: 5883.753418
	Iteration 131Q: 3 clusters Score -1.968096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 140111 members 
Entering Unmasked Estep 
Score: -19680958.000000 Penalty: 5883.753418
	Iteration 132Q: 3 clusters Score -1.968096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 140116 members 
Entering Unmasked Estep 
Score: -19680964.000000 Penalty: 5883.753418
	Iteration 133Q: 3 clusters Score -1.968096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 140121 members 
Entering Unmasked Estep 
Score: -19680972.000000 Penalty: 5883.753418
	Iteration 134Q: 3 clusters Score -1.968097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 140123 members 
Entering Unmasked Estep 
Score: -19680950.000000 Penalty: 5883.753418
	Iteration 135Q: 3 clusters Score -1.968095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 140127 members 
Entering Unmasked Estep 
Score: -19680956.000000 Penalty: 5883.753418
	Iteration 136Q: 3 clusters Score -1.968096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 140128 members 
Entering Unmasked Estep 
Score: -19680946.000000 Penalty: 5883.753418
	Iteration 137Q: 3 clusters Score -1.968095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 140129 members 
Entering Unmasked Estep 
Score: -19680952.000000 Penalty: 5883.753418
	Iteration 138Q: 3 clusters Score -1.968095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 140130 members 
Entering Unmasked Estep 
Score: -19680954.000000 Penalty: 5883.753418
	Iteration 139Q: 3 clusters Score -1.968095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 140133 members 
Entering Unmasked Estep 
Score: -19680952.000000 Penalty: 5883.753418
	Iteration 140F: 3 clusters Score -1.968095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 140134 members 
Entering Unmasked Estep 
Score: -19680956.000000 Penalty: 5883.753418
	Iteration 141Q: 3 clusters Score -1.968096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 140135 members 
Entering Unmasked Estep 
Score: -19680950.000000 Penalty: 5883.753418
	Iteration 142Q: 3 clusters Score -1.968095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 140136 members 
Entering Unmasked Estep 
Score: -19680956.000000 Penalty: 5883.753418
	Iteration 143Q: 3 clusters Score -1.968096e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 140136 members 
Entering Unmasked Estep 
Score: -19680956.000000 Penalty: 5883.753418
	Iteration 144F: 3 clusters Score -1.968096e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -123549.171875 Penalty: 1703.257568
	Iteration 0F: 2 clusters Score -123549.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -121683.757812 Penalty: 3406.515137
	Iteration 0F: 3 clusters Score -121683.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -122131.617188 Penalty: 3406.515137
	Iteration 1F: 3 clusters Score -122131.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -122263.804688 Penalty: 3406.515137
	Iteration 2F: 3 clusters Score -122263.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -122332.828125 Penalty: 3406.515137
	Iteration 3F: 3 clusters Score -122332.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -122366.351562 Penalty: 3406.515137
	Iteration 4Q: 3 clusters Score -122366.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -122381.023438 Penalty: 3406.515137
	Iteration 5Q: 3 clusters Score -122381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -122384.265625 Penalty: 3406.515137
	Iteration 6Q: 3 clusters Score -122384.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -122387.125000 Penalty: 3406.515137
	Iteration 7Q: 3 clusters Score -122387.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -122389.960938 Penalty: 3406.515137
	Iteration 8Q: 3 clusters Score -122390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -122390.781250 Penalty: 3406.515137
	Iteration 9Q: 3 clusters Score -122390.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -122390.781250 Penalty: 3406.515137
	Iteration 10F: 3 clusters Score -122390.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55264 members 
Entering Unmasked Estep 
Score: -7770537.500000 Penalty: 2708.129395
	Iteration 0F: 2 clusters Score -7770538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -7733398.000000 Penalty: 5416.258789
	Iteration 0F: 3 clusters Score -7733398 nChanged 25543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -7747527.500000 Penalty: 5416.258789
	Iteration 1F: 3 clusters Score -7747528 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -7748008.500000 Penalty: 5416.258789
	Iteration 2Q: 3 clusters Score -7748008 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -7748528.500000 Penalty: 5416.258789
	Iteration 3Q: 3 clusters Score -7748528 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -7748992.500000 Penalty: 5416.258789
	Iteration 4Q: 3 clusters Score -7748992 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -7749507.000000 Penalty: 5416.258789
	Iteration 5Q: 3 clusters Score -7749507 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -7750173.000000 Penalty: 5416.258789
	Iteration 6Q: 3 clusters Score -7750173 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -7750979.000000 Penalty: 5416.258789
	Iteration 7Q: 3 clusters Score -7750979 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -7752082.500000 Penalty: 5416.258789
	Iteration 8Q: 3 clusters Score -7752082 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -7753386.500000 Penalty: 5416.258789
	Iteration 9Q: 3 clusters Score -7753386 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -7755131.000000 Penalty: 5416.258789
	Iteration 10F: 3 clusters Score -7755131 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -7757279.000000 Penalty: 5416.258789
	Iteration 11F: 3 clusters Score -7757279 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -7759454.000000 Penalty: 5416.258789
	Iteration 12F: 3 clusters Score -7759454 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -7761147.000000 Penalty: 5416.258789
	Iteration 13F: 3 clusters Score -7761147 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -7762055.000000 Penalty: 5416.258789
	Iteration 14Q: 3 clusters Score -7762055 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -7762694.500000 Penalty: 5416.258789
	Iteration 15Q: 3 clusters Score -7762694 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -7763128.000000 Penalty: 5416.258789
	Iteration 16Q: 3 clusters Score -7763128 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -7763506.000000 Penalty: 5416.258789
	Iteration 17Q: 3 clusters Score -7763506 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -7763798.500000 Penalty: 5416.258789
	Iteration 18Q: 3 clusters Score -7763798 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -7764131.000000 Penalty: 5416.258789
	Iteration 19Q: 3 clusters Score -7764131 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -7764351.500000 Penalty: 5416.258789
	Iteration 20F: 3 clusters Score -7764352 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -7764567.000000 Penalty: 5416.258789
	Iteration 21Q: 3 clusters Score -7764567 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -7764763.000000 Penalty: 5416.258789
	Iteration 22Q: 3 clusters Score -7764763 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -7764948.000000 Penalty: 5416.258789
	Iteration 23Q: 3 clusters Score -7764948 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -7765076.500000 Penalty: 5416.258789
	Iteration 24Q: 3 clusters Score -7765076 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -7765221.500000 Penalty: 5416.258789
	Iteration 25Q: 3 clusters Score -7765222 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -7765378.000000 Penalty: 5416.258789
	Iteration 26Q: 3 clusters Score -7765378 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -7765550.500000 Penalty: 5416.258789
	Iteration 27Q: 3 clusters Score -7765550 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -7765724.500000 Penalty: 5416.258789
	Iteration 28Q: 3 clusters Score -7765724 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -7765893.000000 Penalty: 5416.258789
	Iteration 29Q: 3 clusters Score -7765893 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -7766058.500000 Penalty: 5416.258789
	Iteration 30Q: 3 clusters Score -7766058 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -7766261.500000 Penalty: 5416.258789
	Iteration 31Q: 3 clusters Score -7766262 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -7766404.500000 Penalty: 5416.258789
	Iteration 32Q: 3 clusters Score -7766404 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -7766518.500000 Penalty: 5416.258789
	Iteration 33Q: 3 clusters Score -7766518 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -7766718.500000 Penalty: 5416.258789
	Iteration 34Q: 3 clusters Score -7766718 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -7766879.500000 Penalty: 5416.258789
	Iteration 35Q: 3 clusters Score -7766880 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -7767041.000000 Penalty: 5416.258789
	Iteration 36Q: 3 clusters Score -7767041 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48801 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -7767216.000000 Penalty: 5416.258789
	Iteration 37Q: 3 clusters Score -7767216 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -7767438.500000 Penalty: 5416.258789
	Iteration 38Q: 3 clusters Score -7767438 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -7767602.000000 Penalty: 5416.258789
	Iteration 39Q: 3 clusters Score -7767602 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -7767760.500000 Penalty: 5416.258789
	Iteration 40F: 3 clusters Score -7767760 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50592 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -7767909.500000 Penalty: 5416.258789
	Iteration 41Q: 3 clusters Score -7767910 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -7768015.500000 Penalty: 5416.258789
	Iteration 42Q: 3 clusters Score -7768016 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -7768127.000000 Penalty: 5416.258789
	Iteration 43Q: 3 clusters Score -7768127 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -7768240.000000 Penalty: 5416.258789
	Iteration 44Q: 3 clusters Score -7768240 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -7768342.500000 Penalty: 5416.258789
	Iteration 45Q: 3 clusters Score -7768342 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -7768419.000000 Penalty: 5416.258789
	Iteration 46Q: 3 clusters Score -7768419 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -7768493.500000 Penalty: 5416.258789
	Iteration 47Q: 3 clusters Score -7768494 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52457 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -7768564.500000 Penalty: 5416.258789
	Iteration 48Q: 3 clusters Score -7768564 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52628 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -7768630.500000 Penalty: 5416.258789
	Iteration 49Q: 3 clusters Score -7768630 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -7768703.000000 Penalty: 5416.258789
	Iteration 50Q: 3 clusters Score -7768703 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52912 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -7768763.500000 Penalty: 5416.258789
	Iteration 51Q: 3 clusters Score -7768764 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -7768800.000000 Penalty: 5416.258789
	Iteration 52Q: 3 clusters Score -7768800 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53123 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -7768828.000000 Penalty: 5416.258789
	Iteration 53Q: 3 clusters Score -7768828 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -7768855.000000 Penalty: 5416.258789
	Iteration 54Q: 3 clusters Score -7768855 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -7768884.500000 Penalty: 5416.258789
	Iteration 55Q: 3 clusters Score -7768884 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53364 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -7768896.500000 Penalty: 5416.258789
	Iteration 56Q: 3 clusters Score -7768896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53408 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -7768907.500000 Penalty: 5416.258789
	Iteration 57Q: 3 clusters Score -7768908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -7768912.000000 Penalty: 5416.258789
	Iteration 58Q: 3 clusters Score -7768912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -7768928.000000 Penalty: 5416.258789
	Iteration 59Q: 3 clusters Score -7768928 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53543 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -7768936.000000 Penalty: 5416.258789
	Iteration 60F: 3 clusters Score -7768936 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -7768967.000000 Penalty: 5416.258789
	Iteration 61Q: 3 clusters Score -7768967 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -7768979.000000 Penalty: 5416.258789
	Iteration 62Q: 3 clusters Score -7768979 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -7768986.000000 Penalty: 5416.258789
	Iteration 63Q: 3 clusters Score -7768986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -7768997.000000 Penalty: 5416.258789
	Iteration 64Q: 3 clusters Score -7768997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53705 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7769012.500000 Penalty: 5416.258789
	Iteration 65Q: 3 clusters Score -7769012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -7769007.500000 Penalty: 5416.258789
	Iteration 66Q: 3 clusters Score -7769008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -7769016.000000 Penalty: 5416.258789
	Iteration 67Q: 3 clusters Score -7769016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -7769018.000000 Penalty: 5416.258789
	Iteration 68Q: 3 clusters Score -7769018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -7769022.000000 Penalty: 5416.258789
	Iteration 69Q: 3 clusters Score -7769022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53820 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -7769026.500000 Penalty: 5416.258789
	Iteration 70Q: 3 clusters Score -7769026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -7769035.000000 Penalty: 5416.258789
	Iteration 71Q: 3 clusters Score -7769035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -7769038.000000 Penalty: 5416.258789
	Iteration 72Q: 3 clusters Score -7769038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53857 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -7769051.500000 Penalty: 5416.258789
	Iteration 73Q: 3 clusters Score -7769052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -7769056.000000 Penalty: 5416.258789
	Iteration 74Q: 3 clusters Score -7769056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -7769065.000000 Penalty: 5416.258789
	Iteration 75Q: 3 clusters Score -7769065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7769071.500000 Penalty: 5416.258789
	Iteration 76Q: 3 clusters Score -7769072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53900 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -7769064.500000 Penalty: 5416.258789
	Iteration 77Q: 3 clusters Score -7769064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -7769069.000000 Penalty: 5416.258789
	Iteration 78Q: 3 clusters Score -7769069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -7769072.000000 Penalty: 5416.258789
	Iteration 79Q: 3 clusters Score -7769072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53916 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -7769070.500000 Penalty: 5416.258789
	Iteration 80F: 3 clusters Score -7769070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53920 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -7769077.000000 Penalty: 5416.258789
	Iteration 81Q: 3 clusters Score -7769077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -7769072.000000 Penalty: 5416.258789
	Iteration 82Q: 3 clusters Score -7769072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7769077.500000 Penalty: 5416.258789
	Iteration 83Q: 3 clusters Score -7769078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7769077.500000 Penalty: 5416.258789
	Iteration 84F: 3 clusters Score -7769078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Entering Unmasked Estep 
Score: -1037125.500000 Penalty: 2236.786621
	Iteration 0F: 2 clusters Score -1037126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1030690.937500 Penalty: 4473.573242
	Iteration 0F: 3 clusters Score -1030691 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1033054.562500 Penalty: 4473.573242
	Iteration 1F: 3 clusters Score -1033055 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1033922.500000 Penalty: 4473.573242
	Iteration 2F: 3 clusters Score -1033922 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1034723.500000 Penalty: 4473.573242
	Iteration 3F: 3 clusters Score -1034724 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1035266.312500 Penalty: 4473.573242
	Iteration 4F: 3 clusters Score -1035266 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1035551.562500 Penalty: 4473.573242
	Iteration 5F: 3 clusters Score -1035552 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1035729.375000 Penalty: 4473.573242
	Iteration 6Q: 3 clusters Score -1035729 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1035825.750000 Penalty: 4473.573242
	Iteration 7Q: 3 clusters Score -1035826 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1035889.500000 Penalty: 4473.573242
	Iteration 8Q: 3 clusters Score -1035890 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1035924.500000 Penalty: 4473.573242
	Iteration 9Q: 3 clusters Score -1035924 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1035948.312500 Penalty: 4473.573242
	Iteration 10Q: 3 clusters Score -1035948 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1035973.125000 Penalty: 4473.573242
	Iteration 11Q: 3 clusters Score -1035973 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1035996.875000 Penalty: 4473.573242
	Iteration 12Q: 3 clusters Score -1035997 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1036014.500000 Penalty: 4473.573242
	Iteration 13Q: 3 clusters Score -1036014 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1036033.000000 Penalty: 4473.573242
	Iteration 14Q: 3 clusters Score -1036033 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1036045.312500 Penalty: 4473.573242
	Iteration 15Q: 3 clusters Score -1036045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1036052.312500 Penalty: 4473.573242
	Iteration 16Q: 3 clusters Score -1036052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1036060.750000 Penalty: 4473.573242
	Iteration 17Q: 3 clusters Score -1036061 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1036070.187500 Penalty: 4473.573242
	Iteration 18Q: 3 clusters Score -1036070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1036072.250000 Penalty: 4473.573242
	Iteration 19Q: 3 clusters Score -1036072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1036079.750000 Penalty: 4473.573242
	Iteration 20F: 3 clusters Score -1036080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1036083.125000 Penalty: 4473.573242
	Iteration 21Q: 3 clusters Score -1036083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1036091.375000 Penalty: 4473.573242
	Iteration 22Q: 3 clusters Score -1036091 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1036098.375000 Penalty: 4473.573242
	Iteration 23Q: 3 clusters Score -1036098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1036105.812500 Penalty: 4473.573242
	Iteration 24Q: 3 clusters Score -1036106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1036112.937500 Penalty: 4473.573242
	Iteration 25Q: 3 clusters Score -1036113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1036121.375000 Penalty: 4473.573242
	Iteration 26Q: 3 clusters Score -1036121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1036125.937500 Penalty: 4473.573242
	Iteration 27Q: 3 clusters Score -1036126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1036127.187500 Penalty: 4473.573242
	Iteration 28Q: 3 clusters Score -1036127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1036130.500000 Penalty: 4473.573242
	Iteration 29Q: 3 clusters Score -1036130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1036128.625000 Penalty: 4473.573242
	Iteration 30Q: 3 clusters Score -1036129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1036131.625000 Penalty: 4473.573242
	Iteration 31Q: 3 clusters Score -1036132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1036132.875000 Penalty: 4473.573242
	Iteration 32Q: 3 clusters Score -1036133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1036135.250000 Penalty: 4473.573242
	Iteration 33Q: 3 clusters Score -1036135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1036133.312500 Penalty: 4473.573242
	Iteration 34Q: 3 clusters Score -1036133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1036134.375000 Penalty: 4473.573242
	Iteration 35Q: 3 clusters Score -1036134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1036136.875000 Penalty: 4473.573242
	Iteration 36Q: 3 clusters Score -1036137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1036136.937500 Penalty: 4473.573242
	Iteration 37Q: 3 clusters Score -1036137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1036143.500000 Penalty: 4473.573242
	Iteration 38Q: 3 clusters Score -1036144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1036143.062500 Penalty: 4473.573242
	Iteration 39Q: 3 clusters Score -1036143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1036146.062500 Penalty: 4473.573242
	Iteration 40F: 3 clusters Score -1036146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1036150.750000 Penalty: 4473.573242
	Iteration 41Q: 3 clusters Score -1036151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1036150.562500 Penalty: 4473.573242
	Iteration 42Q: 3 clusters Score -1036151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1036152.687500 Penalty: 4473.573242
	Iteration 43Q: 3 clusters Score -1036153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1036153.187500 Penalty: 4473.573242
	Iteration 44Q: 3 clusters Score -1036153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1036152.562500 Penalty: 4473.573242
	Iteration 45Q: 3 clusters Score -1036153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1036153.687500 Penalty: 4473.573242
	Iteration 46Q: 3 clusters Score -1036154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1036153.062500 Penalty: 4473.573242
	Iteration 47Q: 3 clusters Score -1036153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1036153.062500 Penalty: 4473.573242
	Iteration 48F: 3 clusters Score -1036153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Entering Unmasked Estep 
Score: -6841882.500000 Penalty: 2678.876221
	Iteration 0F: 2 clusters Score -6841882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -6808893.500000 Penalty: 5357.752441
	Iteration 0F: 3 clusters Score -6808894 nChanged 22566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -6821452.500000 Penalty: 5357.752441
	Iteration 1F: 3 clusters Score -6821452 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -6822023.500000 Penalty: 5357.752441
	Iteration 2Q: 3 clusters Score -6822024 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -6822709.500000 Penalty: 5357.752441
	Iteration 3Q: 3 clusters Score -6822710 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -6823423.000000 Penalty: 5357.752441
	Iteration 4Q: 3 clusters Score -6823423 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -6824243.500000 Penalty: 5357.752441
	Iteration 5Q: 3 clusters Score -6824244 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -6825308.000000 Penalty: 5357.752441
	Iteration 6Q: 3 clusters Score -6825308 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -6826635.500000 Penalty: 5357.752441
	Iteration 7Q: 3 clusters Score -6826636 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -6828221.000000 Penalty: 5357.752441
	Iteration 8F: 3 clusters Score -6828221 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -6829963.500000 Penalty: 5357.752441
	Iteration 9F: 3 clusters Score -6829964 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -6831766.000000 Penalty: 5357.752441
	Iteration 10F: 3 clusters Score -6831766 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -6833561.500000 Penalty: 5357.752441
	Iteration 11Q: 3 clusters Score -6833562 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -6835027.500000 Penalty: 5357.752441
	Iteration 12Q: 3 clusters Score -6835028 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -6836192.500000 Penalty: 5357.752441
	Iteration 13Q: 3 clusters Score -6836192 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -6837135.000000 Penalty: 5357.752441
	Iteration 14Q: 3 clusters Score -6837135 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -6837856.500000 Penalty: 5357.752441
	Iteration 15Q: 3 clusters Score -6837856 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -6838490.000000 Penalty: 5357.752441
	Iteration 16Q: 3 clusters Score -6838490 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -6838946.000000 Penalty: 5357.752441
	Iteration 17Q: 3 clusters Score -6838946 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -6839253.000000 Penalty: 5357.752441
	Iteration 18Q: 3 clusters Score -6839253 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
Score: -6839424.000000 Penalty: 5357.752441
	Iteration 19Q: 3 clusters Score -6839424 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -6839602.000000 Penalty: 5357.752441
	Iteration 20F: 3 clusters Score -6839602 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -6839670.500000 Penalty: 5357.752441
	Iteration 21Q: 3 clusters Score -6839670 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -6839763.500000 Penalty: 5357.752441
	Iteration 22Q: 3 clusters Score -6839764 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
Score: -6839815.000000 Penalty: 5357.752441
	Iteration 23Q: 3 clusters Score -6839815 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -6839836.000000 Penalty: 5357.752441
	Iteration 24Q: 3 clusters Score -6839836 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -6839838.500000 Penalty: 5357.752441
	Iteration 25Q: 3 clusters Score -6839838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -6839849.000000 Penalty: 5357.752441
	Iteration 26Q: 3 clusters Score -6839849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -6839865.000000 Penalty: 5357.752441
	Iteration 27Q: 3 clusters Score -6839865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -6839873.000000 Penalty: 5357.752441
	Iteration 28Q: 3 clusters Score -6839873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -6839884.000000 Penalty: 5357.752441
	Iteration 29Q: 3 clusters Score -6839884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -6839897.500000 Penalty: 5357.752441
	Iteration 30Q: 3 clusters Score -6839898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -6839905.000000 Penalty: 5357.752441
	Iteration 31Q: 3 clusters Score -6839905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -6839914.000000 Penalty: 5357.752441
	Iteration 32Q: 3 clusters Score -6839914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -6839925.500000 Penalty: 5357.752441
	Iteration 33Q: 3 clusters Score -6839926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -6839922.000000 Penalty: 5357.752441
	Iteration 34Q: 3 clusters Score -6839922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -6839925.500000 Penalty: 5357.752441
	Iteration 35Q: 3 clusters Score -6839926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -6839934.000000 Penalty: 5357.752441
	Iteration 36Q: 3 clusters Score -6839934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 48250 members 
Entering Unmasked Estep 
Score: -6839938.500000 Penalty: 5357.752441
	Iteration 37Q: 3 clusters Score -6839938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -6839944.000000 Penalty: 5357.752441
	Iteration 38Q: 3 clusters Score -6839944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -6839949.500000 Penalty: 5357.752441
	Iteration 39Q: 3 clusters Score -6839950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 48263 members 
Entering Unmasked Estep 
Score: -6839946.500000 Penalty: 5357.752441
	Iteration 40F: 3 clusters Score -6839946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 48270 members 
Entering Unmasked Estep 
Score: -6839951.500000 Penalty: 5357.752441
	Iteration 41Q: 3 clusters Score -6839952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -6839961.500000 Penalty: 5357.752441
	Iteration 42Q: 3 clusters Score -6839962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -6839961.500000 Penalty: 5357.752441
	Iteration 43F: 3 clusters Score -6839962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -1469233.625000 Penalty: 2304.099121
	Iteration 0F: 2 clusters Score -1469234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1461085.500000 Penalty: 4608.198242
	Iteration 0F: 3 clusters Score -1461086 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1463551.500000 Penalty: 4608.198242
	Iteration 1F: 3 clusters Score -1463552 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1463916.750000 Penalty: 4608.198242
	Iteration 2F: 3 clusters Score -1463917 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1464260.125000 Penalty: 4608.198242
	Iteration 3F: 3 clusters Score -1464260 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1464637.750000 Penalty: 4608.198242
	Iteration 4F: 3 clusters Score -1464638 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1465055.750000 Penalty: 4608.198242
	Iteration 5F: 3 clusters Score -1465056 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1465479.750000 Penalty: 4608.198242
	Iteration 6F: 3 clusters Score -1465480 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1465887.375000 Penalty: 4608.198242
	Iteration 7F: 3 clusters Score -1465887 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1466264.625000 Penalty: 4608.198242
	Iteration 8Q: 3 clusters Score -1466265 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1466586.750000 Penalty: 4608.198242
	Iteration 9Q: 3 clusters Score -1466587 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1466872.500000 Penalty: 4608.198242
	Iteration 10Q: 3 clusters Score -1466872 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1467102.125000 Penalty: 4608.198242
	Iteration 11Q: 3 clusters Score -1467102 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1467241.250000 Penalty: 4608.198242
	Iteration 12Q: 3 clusters Score -1467241 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1467361.250000 Penalty: 4608.198242
	Iteration 13Q: 3 clusters Score -1467361 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1467458.250000 Penalty: 4608.198242
	Iteration 14Q: 3 clusters Score -1467458 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1467544.250000 Penalty: 4608.198242
	Iteration 15Q: 3 clusters Score -1467544 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1467616.875000 Penalty: 4608.198242
	Iteration 16Q: 3 clusters Score -1467617 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1467677.000000 Penalty: 4608.198242
	Iteration 17Q: 3 clusters Score -1467677 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1467722.000000 Penalty: 4608.198242
	Iteration 18Q: 3 clusters Score -1467722 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1467759.625000 Penalty: 4608.198242
	Iteration 19Q: 3 clusters Score -1467760 nChanged 92
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: -1467792.625000 Penalty: 4608.198242
	Iteration 20F: 3 clusters Score -1467793 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1467811.125000 Penalty: 4608.198242
	Iteration 21Q: 3 clusters Score -1467811 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1467822.750000 Penalty: 4608.198242
	Iteration 22Q: 3 clusters Score -1467823 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1467833.750000 Penalty: 4608.198242
	Iteration 23Q: 3 clusters Score -1467834 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1467840.625000 Penalty: 4608.198242
	Iteration 24Q: 3 clusters Score -1467841 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1467851.750000 Penalty: 4608.198242
	Iteration 25Q: 3 clusters Score -1467852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1467858.750000 Penalty: 4608.198242
	Iteration 26Q: 3 clusters Score -1467859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1467861.125000 Penalty: 4608.198242
	Iteration 27Q: 3 clusters Score -1467861 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1467872.000000 Penalty: 4608.198242
	Iteration 28Q: 3 clusters Score -1467872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1467870.750000 Penalty: 4608.198242
	Iteration 29Q: 3 clusters Score -1467871 nChanged 19
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: -1467877.875000 Penalty: 4608.198242
	Iteration 30Q: 3 clusters Score -1467878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1467883.375000 Penalty: 4608.198242
	Iteration 31Q: 3 clusters Score -1467883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1467881.750000 Penalty: 4608.198242
	Iteration 32Q: 3 clusters Score -1467882 nChanged 15
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: -1467888.625000 Penalty: 4608.198242
	Iteration 33Q: 3 clusters Score -1467889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1467887.375000 Penalty: 4608.198242
	Iteration 34Q: 3 clusters Score -1467887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1467887.875000 Penalty: 4608.198242
	Iteration 35Q: 3 clusters Score -1467888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1467888.125000 Penalty: 4608.198242
	Iteration 36Q: 3 clusters Score -1467888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1467889.375000 Penalty: 4608.198242
	Iteration 37Q: 3 clusters Score -1467889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1467888.000000 Penalty: 4608.198242
	Iteration 38Q: 3 clusters Score -1467888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1467893.500000 Penalty: 4608.198242
	Iteration 39Q: 3 clusters Score -1467894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1467891.875000 Penalty: 4608.198242
	Iteration 40F: 3 clusters Score -1467892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1467891.875000 Penalty: 4608.198242
	Iteration 41Q: 3 clusters Score -1467892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1467894.875000 Penalty: 4608.198242
	Iteration 42Q: 3 clusters Score -1467895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1467891.000000 Penalty: 4608.198242
	Iteration 43Q: 3 clusters Score -1467891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1467891.750000 Penalty: 4608.198242
	Iteration 44Q: 3 clusters Score -1467892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1467894.875000 Penalty: 4608.198242
	Iteration 45Q: 3 clusters Score -1467895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1467894.250000 Penalty: 4608.198242
	Iteration 46Q: 3 clusters Score -1467894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1467893.750000 Penalty: 4608.198242
	Iteration 47Q: 3 clusters Score -1467894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1467893.750000 Penalty: 4608.198242
	Iteration 48F: 3 clusters Score -1467894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Entering Unmasked Estep 
Score: -4708786.500000 Penalty: 2592.041992
	Iteration 0F: 2 clusters Score -4708786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -4685160.000000 Penalty: 5184.083984
	Iteration 0F: 3 clusters Score -4685160 nChanged 15758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -4694315.000000 Penalty: 5184.083984
	Iteration 1F: 3 clusters Score -4694315 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -4695352.500000 Penalty: 5184.083984
	Iteration 2F: 3 clusters Score -4695352 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -4696443.000000 Penalty: 5184.083984
	Iteration 3F: 3 clusters Score -4696443 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -4697534.500000 Penalty: 5184.083984
	Iteration 4F: 3 clusters Score -4697534 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -4698635.500000 Penalty: 5184.083984
	Iteration 5F: 3 clusters Score -4698636 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -4699646.500000 Penalty: 5184.083984
	Iteration 6F: 3 clusters Score -4699646 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -4700528.500000 Penalty: 5184.083984
	Iteration 7Q: 3 clusters Score -4700528 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -4701244.000000 Penalty: 5184.083984
	Iteration 8Q: 3 clusters Score -4701244 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -4701862.000000 Penalty: 5184.083984
	Iteration 9Q: 3 clusters Score -4701862 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -4702426.500000 Penalty: 5184.083984
	Iteration 10Q: 3 clusters Score -4702426 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -4702943.000000 Penalty: 5184.083984
	Iteration 11Q: 3 clusters Score -4702943 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -4703389.000000 Penalty: 5184.083984
	Iteration 12Q: 3 clusters Score -4703389 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -4703877.500000 Penalty: 5184.083984
	Iteration 13Q: 3 clusters Score -4703878 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -4704372.500000 Penalty: 5184.083984
	Iteration 14Q: 3 clusters Score -4704372 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -4704748.000000 Penalty: 5184.083984
	Iteration 15Q: 3 clusters Score -4704748 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -4705069.500000 Penalty: 5184.083984
	Iteration 16Q: 3 clusters Score -4705070 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -4705357.500000 Penalty: 5184.083984
	Iteration 17Q: 3 clusters Score -4705358 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -4705605.500000 Penalty: 5184.083984
	Iteration 18Q: 3 clusters Score -4705606 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -4705810.500000 Penalty: 5184.083984
	Iteration 19Q: 3 clusters Score -4705810 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -4705936.500000 Penalty: 5184.083984
	Iteration 20F: 3 clusters Score -4705936 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -4706080.500000 Penalty: 5184.083984
	Iteration 21Q: 3 clusters Score -4706080 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -4706167.500000 Penalty: 5184.083984
	Iteration 22Q: 3 clusters Score -4706168 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -4706231.500000 Penalty: 5184.083984
	Iteration 23Q: 3 clusters Score -4706232 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -4706278.000000 Penalty: 5184.083984
	Iteration 24Q: 3 clusters Score -4706278 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -4706293.000000 Penalty: 5184.083984
	Iteration 25Q: 3 clusters Score -4706293 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -4706328.000000 Penalty: 5184.083984
	Iteration 26Q: 3 clusters Score -4706328 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -4706331.500000 Penalty: 5184.083984
	Iteration 27Q: 3 clusters Score -4706332 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -4706350.000000 Penalty: 5184.083984
	Iteration 28Q: 3 clusters Score -4706350 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -4706346.000000 Penalty: 5184.083984
	Iteration 29Q: 3 clusters Score -4706346 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -4706358.000000 Penalty: 5184.083984
	Iteration 30Q: 3 clusters Score -4706358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -4706356.000000 Penalty: 5184.083984
	Iteration 31Q: 3 clusters Score -4706356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -4706353.500000 Penalty: 5184.083984
	Iteration 32Q: 3 clusters Score -4706354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -4706350.000000 Penalty: 5184.083984
	Iteration 33Q: 3 clusters Score -4706350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -4706356.500000 Penalty: 5184.083984
	Iteration 34Q: 3 clusters Score -4706356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -4706361.000000 Penalty: 5184.083984
	Iteration 35Q: 3 clusters Score -4706361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -4706354.000000 Penalty: 5184.083984
	Iteration 36Q: 3 clusters Score -4706354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -4706356.000000 Penalty: 5184.083984
	Iteration 37Q: 3 clusters Score -4706356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -4706352.500000 Penalty: 5184.083984
	Iteration 38Q: 3 clusters Score -4706352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -4706359.000000 Penalty: 5184.083984
	Iteration 39Q: 3 clusters Score -4706359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -4706356.500000 Penalty: 5184.083984
	Iteration 40F: 3 clusters Score -4706356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -4706359.000000 Penalty: 5184.083984
	Iteration 41Q: 3 clusters Score -4706359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -4706357.000000 Penalty: 5184.083984
	Iteration 42Q: 3 clusters Score -4706357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -4706358.000000 Penalty: 5184.083984
	Iteration 43Q: 3 clusters Score -4706358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -4706358.000000 Penalty: 5184.083984
	Iteration 44F: 3 clusters Score -4706358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Entering Unmasked Estep 
Score: -5741513.500000 Penalty: 2642.585693
	Iteration 0F: 2 clusters Score -5741514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -5712906.000000 Penalty: 5285.171387
	Iteration 0F: 3 clusters Score -5712906 nChanged 19406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -5723407.500000 Penalty: 5285.171387
	Iteration 1F: 3 clusters Score -5723408 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -5723901.000000 Penalty: 5285.171387
	Iteration 2Q: 3 clusters Score -5723901 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -5724332.000000 Penalty: 5285.171387
	Iteration 3Q: 3 clusters Score -5724332 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -5724813.500000 Penalty: 5285.171387
	Iteration 4Q: 3 clusters Score -5724814 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -5725396.000000 Penalty: 5285.171387
	Iteration 5Q: 3 clusters Score -5725396 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -5726145.500000 Penalty: 5285.171387
	Iteration 6Q: 3 clusters Score -5726146 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -5727098.500000 Penalty: 5285.171387
	Iteration 7Q: 3 clusters Score -5727098 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -5728385.500000 Penalty: 5285.171387
	Iteration 8F: 3 clusters Score -5728386 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -5729830.500000 Penalty: 5285.171387
	Iteration 9F: 3 clusters Score -5729830 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -5731359.500000 Penalty: 5285.171387
	Iteration 10F: 3 clusters Score -5731360 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -5732726.000000 Penalty: 5285.171387
	Iteration 11F: 3 clusters Score -5732726 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -5733984.000000 Penalty: 5285.171387
	Iteration 12Q: 3 clusters Score -5733984 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -5735193.500000 Penalty: 5285.171387
	Iteration 13Q: 3 clusters Score -5735194 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -5736430.500000 Penalty: 5285.171387
	Iteration 14Q: 3 clusters Score -5736430 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -5737485.000000 Penalty: 5285.171387
	Iteration 15Q: 3 clusters Score -5737485 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -5738112.000000 Penalty: 5285.171387
	Iteration 16Q: 3 clusters Score -5738112 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5738559.000000 Penalty: 5285.171387
	Iteration 17Q: 3 clusters Score -5738559 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5738816.500000 Penalty: 5285.171387
	Iteration 18Q: 3 clusters Score -5738816 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5738972.500000 Penalty: 5285.171387
	Iteration 19Q: 3 clusters Score -5738972 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5739076.500000 Penalty: 5285.171387
	Iteration 20F: 3 clusters Score -5739076 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5739109.500000 Penalty: 5285.171387
	Iteration 21Q: 3 clusters Score -5739110 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5739160.000000 Penalty: 5285.171387
	Iteration 22Q: 3 clusters Score -5739160 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5739209.500000 Penalty: 5285.171387
	Iteration 23Q: 3 clusters Score -5739210 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5739244.000000 Penalty: 5285.171387
	Iteration 24Q: 3 clusters Score -5739244 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5739263.500000 Penalty: 5285.171387
	Iteration 25Q: 3 clusters Score -5739264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5739285.500000 Penalty: 5285.171387
	Iteration 26Q: 3 clusters Score -5739286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5739294.500000 Penalty: 5285.171387
	Iteration 27Q: 3 clusters Score -5739294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5739289.500000 Penalty: 5285.171387
	Iteration 28Q: 3 clusters Score -5739290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5739298.000000 Penalty: 5285.171387
	Iteration 29Q: 3 clusters Score -5739298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5739306.500000 Penalty: 5285.171387
	Iteration 30Q: 3 clusters Score -5739306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5739313.000000 Penalty: 5285.171387
	Iteration 31Q: 3 clusters Score -5739313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5739312.500000 Penalty: 5285.171387
	Iteration 32Q: 3 clusters Score -5739312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5739322.000000 Penalty: 5285.171387
	Iteration 33Q: 3 clusters Score -5739322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5739322.000000 Penalty: 5285.171387
	Iteration 34Q: 3 clusters Score -5739322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5739321.500000 Penalty: 5285.171387
	Iteration 35Q: 3 clusters Score -5739322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5739324.000000 Penalty: 5285.171387
	Iteration 36Q: 3 clusters Score -5739324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5739325.500000 Penalty: 5285.171387
	Iteration 37Q: 3 clusters Score -5739326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5739321.000000 Penalty: 5285.171387
	Iteration 38Q: 3 clusters Score -5739321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5739321.000000 Penalty: 5285.171387
	Iteration 39F: 3 clusters Score -5739321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Entering Unmasked Estep 
Score: -1854573.500000 Penalty: 2369.937012
	Iteration 0F: 2 clusters Score -1854574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1844239.250000 Penalty: 4739.874023
	Iteration 0F: 3 clusters Score -1844239 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1847538.875000 Penalty: 4739.874023
	Iteration 1F: 3 clusters Score -1847539 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1848078.875000 Penalty: 4739.874023
	Iteration 2F: 3 clusters Score -1848079 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1848587.500000 Penalty: 4739.874023
	Iteration 3F: 3 clusters Score -1848588 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1849121.375000 Penalty: 4739.874023
	Iteration 4F: 3 clusters Score -1849121 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1849687.250000 Penalty: 4739.874023
	Iteration 5F: 3 clusters Score -1849687 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1850254.500000 Penalty: 4739.874023
	Iteration 6F: 3 clusters Score -1850254 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1850859.000000 Penalty: 4739.874023
	Iteration 7F: 3 clusters Score -1850859 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1851575.000000 Penalty: 4739.874023
	Iteration 8F: 3 clusters Score -1851575 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1852298.875000 Penalty: 4739.874023
	Iteration 9F: 3 clusters Score -1852299 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1852955.750000 Penalty: 4739.874023
	Iteration 10F: 3 clusters Score -1852956 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1853423.750000 Penalty: 4739.874023
	Iteration 11Q: 3 clusters Score -1853424 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1853732.125000 Penalty: 4739.874023
	Iteration 12Q: 3 clusters Score -1853732 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1853927.125000 Penalty: 4739.874023
	Iteration 13Q: 3 clusters Score -1853927 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1854068.375000 Penalty: 4739.874023
	Iteration 14Q: 3 clusters Score -1854068 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1854180.125000 Penalty: 4739.874023
	Iteration 15Q: 3 clusters Score -1854180 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1854256.875000 Penalty: 4739.874023
	Iteration 16Q: 3 clusters Score -1854257 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1854326.875000 Penalty: 4739.874023
	Iteration 17Q: 3 clusters Score -1854327 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1854380.750000 Penalty: 4739.874023
	Iteration 18Q: 3 clusters Score -1854381 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1854424.750000 Penalty: 4739.874023
	Iteration 19Q: 3 clusters Score -1854425 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1854458.750000 Penalty: 4739.874023
	Iteration 20F: 3 clusters Score -1854459 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1854487.750000 Penalty: 4739.874023
	Iteration 21Q: 3 clusters Score -1854488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1854518.875000 Penalty: 4739.874023
	Iteration 22Q: 3 clusters Score -1854519 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1854545.375000 Penalty: 4739.874023
	Iteration 23Q: 3 clusters Score -1854545 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1854579.125000 Penalty: 4739.874023
	Iteration 24Q: 3 clusters Score -1854579 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1854610.000000 Penalty: 4739.874023
	Iteration 25Q: 3 clusters Score -1854610 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1854637.375000 Penalty: 4739.874023
	Iteration 26Q: 3 clusters Score -1854637 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1854666.750000 Penalty: 4739.874023
	Iteration 27Q: 3 clusters Score -1854667 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1854685.375000 Penalty: 4739.874023
	Iteration 28Q: 3 clusters Score -1854685 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1854696.625000 Penalty: 4739.874023
	Iteration 29Q: 3 clusters Score -1854697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1854707.750000 Penalty: 4739.874023
	Iteration 30Q: 3 clusters Score -1854708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1854711.125000 Penalty: 4739.874023
	Iteration 31Q: 3 clusters Score -1854711 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1854719.375000 Penalty: 4739.874023
	Iteration 32Q: 3 clusters Score -1854719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1854727.125000 Penalty: 4739.874023
	Iteration 33Q: 3 clusters Score -1854727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1854732.500000 Penalty: 4739.874023
	Iteration 34Q: 3 clusters Score -1854732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1854736.000000 Penalty: 4739.874023
	Iteration 35Q: 3 clusters Score -1854736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1854744.250000 Penalty: 4739.874023
	Iteration 36Q: 3 clusters Score -1854744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1854744.250000 Penalty: 4739.874023
	Iteration 37Q: 3 clusters Score -1854744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1854745.000000 Penalty: 4739.874023
	Iteration 38Q: 3 clusters Score -1854745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1854746.250000 Penalty: 4739.874023
	Iteration 39Q: 3 clusters Score -1854746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1854748.375000 Penalty: 4739.874023
	Iteration 40F: 3 clusters Score -1854748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1854754.125000 Penalty: 4739.874023
	Iteration 41Q: 3 clusters Score -1854754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1854756.500000 Penalty: 4739.874023
	Iteration 42Q: 3 clusters Score -1854756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1854754.000000 Penalty: 4739.874023
	Iteration 43Q: 3 clusters Score -1854754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1854754.750000 Penalty: 4739.874023
	Iteration 44Q: 3 clusters Score -1854755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1854752.875000 Penalty: 4739.874023
	Iteration 45Q: 3 clusters Score -1854753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1854754.750000 Penalty: 4739.874023
	Iteration 46Q: 3 clusters Score -1854755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1854758.625000 Penalty: 4739.874023
	Iteration 47Q: 3 clusters Score -1854759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1854761.500000 Penalty: 4739.874023
	Iteration 48Q: 3 clusters Score -1854762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1854758.375000 Penalty: 4739.874023
	Iteration 49Q: 3 clusters Score -1854758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1854762.250000 Penalty: 4739.874023
	Iteration 50Q: 3 clusters Score -1854762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1854764.625000 Penalty: 4739.874023
	Iteration 51Q: 3 clusters Score -1854765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1854768.125000 Penalty: 4739.874023
	Iteration 52Q: 3 clusters Score -1854768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1854769.125000 Penalty: 4739.874023
	Iteration 53Q: 3 clusters Score -1854769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1854770.625000 Penalty: 4739.874023
	Iteration 54Q: 3 clusters Score -1854771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1854774.250000 Penalty: 4739.874023
	Iteration 55Q: 3 clusters Score -1854774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1854779.000000 Penalty: 4739.874023
	Iteration 56Q: 3 clusters Score -1854779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1854779.500000 Penalty: 4739.874023
	Iteration 57Q: 3 clusters Score -1854780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1854778.625000 Penalty: 4739.874023
	Iteration 58Q: 3 clusters Score -1854779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1854778.125000 Penalty: 4739.874023
	Iteration 59Q: 3 clusters Score -1854778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1854781.750000 Penalty: 4739.874023
	Iteration 60F: 3 clusters Score -1854782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1854781.000000 Penalty: 4739.874023
	Iteration 61Q: 3 clusters Score -1854781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1854780.500000 Penalty: 4739.874023
	Iteration 62Q: 3 clusters Score -1854780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1854781.750000 Penalty: 4739.874023
	Iteration 63Q: 3 clusters Score -1854782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1854783.125000 Penalty: 4739.874023
	Iteration 64Q: 3 clusters Score -1854783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1854785.125000 Penalty: 4739.874023
	Iteration 65Q: 3 clusters Score -1854785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1854785.750000 Penalty: 4739.874023
	Iteration 66Q: 3 clusters Score -1854786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1854784.250000 Penalty: 4739.874023
	Iteration 67Q: 3 clusters Score -1854784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1854782.375000 Penalty: 4739.874023
	Iteration 68Q: 3 clusters Score -1854782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1854784.375000 Penalty: 4739.874023
	Iteration 69Q: 3 clusters Score -1854784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1854786.500000 Penalty: 4739.874023
	Iteration 70Q: 3 clusters Score -1854786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1854787.500000 Penalty: 4739.874023
	Iteration 71Q: 3 clusters Score -1854788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1854788.375000 Penalty: 4739.874023
	Iteration 72Q: 3 clusters Score -1854788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1854786.125000 Penalty: 4739.874023
	Iteration 73Q: 3 clusters Score -1854786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1854786.125000 Penalty: 4739.874023
	Iteration 74F: 3 clusters Score -1854786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 141833 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55264 members 
Mstep: Class 5 contains 8261 members 
Mstep: Class 6 contains 49115 members 
Mstep: Class 7 contains 10837 members 
Mstep: Class 8 contains 34606 members 
Mstep: Class 9 contains 42429 members 
Mstep: Class 10 contains 12726 members 
Mstep: Class 11 contains 36573 members 
Mstep: Class 12 contains 48222 members 
Mstep: Class 13 contains 1406 members 
Mstep: Class 14 contains 83823 members 
Mstep: Class 15 contains 38315 members 
Mstep: Class 16 contains 65928 members 
Mstep: Class 17 contains 140901 members 
Mstep: Class 18 contains 30862 members 
Mstep: Class 19 contains 7698 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 183354 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 2719 members 
Mstep: Class 24 contains 17768 members 
Mstep: Class 25 contains 6912 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5533 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2698 members 
Entering Unmasked Estep 
Score: -142942320.000000 Penalty: 103175.226562
Splitting cluster 10 changes total score from -142943504.000000 to -142942320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (36573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Entering Unmasked Estep 
Score: -5139424.500000 Penalty: 2605.752197
	Iteration 0F: 2 clusters Score -5139424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -5114615.500000 Penalty: 5211.504395
	Iteration 0F: 3 clusters Score -5114616 nChanged 16691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -5123829.000000 Penalty: 5211.504395
	Iteration 1F: 3 clusters Score -5123829 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -5124440.500000 Penalty: 5211.504395
	Iteration 2Q: 3 clusters Score -5124440 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -5125109.500000 Penalty: 5211.504395
	Iteration 3Q: 3 clusters Score -5125110 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -5125796.500000 Penalty: 5211.504395
	Iteration 4Q: 3 clusters Score -5125796 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -5126570.500000 Penalty: 5211.504395
	Iteration 5Q: 3 clusters Score -5126570 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -5127339.500000 Penalty: 5211.504395
	Iteration 6Q: 3 clusters Score -5127340 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -5128117.500000 Penalty: 5211.504395
	Iteration 7Q: 3 clusters Score -5128118 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -5128858.000000 Penalty: 5211.504395
	Iteration 8Q: 3 clusters Score -5128858 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -5129549.500000 Penalty: 5211.504395
	Iteration 9Q: 3 clusters Score -5129550 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -5130375.000000 Penalty: 5211.504395
	Iteration 10Q: 3 clusters Score -5130375 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -5131127.000000 Penalty: 5211.504395
	Iteration 11Q: 3 clusters Score -5131127 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -5131868.000000 Penalty: 5211.504395
	Iteration 12Q: 3 clusters Score -5131868 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -5132517.000000 Penalty: 5211.504395
	Iteration 13Q: 3 clusters Score -5132517 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -5133140.500000 Penalty: 5211.504395
	Iteration 14Q: 3 clusters Score -5133140 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -5133690.000000 Penalty: 5211.504395
	Iteration 15Q: 3 clusters Score -5133690 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -5134066.000000 Penalty: 5211.504395
	Iteration 16Q: 3 clusters Score -5134066 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -5134423.500000 Penalty: 5211.504395
	Iteration 17Q: 3 clusters Score -5134424 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -5134743.500000 Penalty: 5211.504395
	Iteration 18Q: 3 clusters Score -5134744 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -5135061.000000 Penalty: 5211.504395
	Iteration 19Q: 3 clusters Score -5135061 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -5135332.000000 Penalty: 5211.504395
	Iteration 20F: 3 clusters Score -5135332 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -5135525.500000 Penalty: 5211.504395
	Iteration 21Q: 3 clusters Score -5135526 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -5135724.500000 Penalty: 5211.504395
	Iteration 22Q: 3 clusters Score -5135724 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -5135865.500000 Penalty: 5211.504395
	Iteration 23Q: 3 clusters Score -5135866 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -5136015.000000 Penalty: 5211.504395
	Iteration 24Q: 3 clusters Score -5136015 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -5136143.500000 Penalty: 5211.504395
	Iteration 25Q: 3 clusters Score -5136144 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -5136259.000000 Penalty: 5211.504395
	Iteration 26Q: 3 clusters Score -5136259 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -5136363.000000 Penalty: 5211.504395
	Iteration 27Q: 3 clusters Score -5136363 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -5136494.500000 Penalty: 5211.504395
	Iteration 28Q: 3 clusters Score -5136494 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -5136592.500000 Penalty: 5211.504395
	Iteration 29Q: 3 clusters Score -5136592 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -5136676.000000 Penalty: 5211.504395
	Iteration 30Q: 3 clusters Score -5136676 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -5136753.500000 Penalty: 5211.504395
	Iteration 31Q: 3 clusters Score -5136754 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -5136839.500000 Penalty: 5211.504395
	Iteration 32Q: 3 clusters Score -5136840 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -5136898.000000 Penalty: 5211.504395
	Iteration 33Q: 3 clusters Score -5136898 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -5136934.500000 Penalty: 5211.504395
	Iteration 34Q: 3 clusters Score -5136934 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -5136978.000000 Penalty: 5211.504395
	Iteration 35Q: 3 clusters Score -5136978 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -5137009.000000 Penalty: 5211.504395
	Iteration 36Q: 3 clusters Score -5137009 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -5137028.000000 Penalty: 5211.504395
	Iteration 37Q: 3 clusters Score -5137028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -5137047.000000 Penalty: 5211.504395
	Iteration 38Q: 3 clusters Score -5137047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -5137064.000000 Penalty: 5211.504395
	Iteration 39Q: 3 clusters Score -5137064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -5137071.000000 Penalty: 5211.504395
	Iteration 40F: 3 clusters Score -5137071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -5137086.000000 Penalty: 5211.504395
	Iteration 41Q: 3 clusters Score -5137086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -5137097.500000 Penalty: 5211.504395
	Iteration 42Q: 3 clusters Score -5137098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -5137111.000000 Penalty: 5211.504395
	Iteration 43Q: 3 clusters Score -5137111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -5137118.000000 Penalty: 5211.504395
	Iteration 44Q: 3 clusters Score -5137118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -5137122.500000 Penalty: 5211.504395
	Iteration 45Q: 3 clusters Score -5137122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -5137141.000000 Penalty: 5211.504395
	Iteration 46Q: 3 clusters Score -5137141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -5137145.500000 Penalty: 5211.504395
	Iteration 47Q: 3 clusters Score -5137146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -5137143.500000 Penalty: 5211.504395
	Iteration 48Q: 3 clusters Score -5137144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -5137153.500000 Penalty: 5211.504395
	Iteration 49Q: 3 clusters Score -5137154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -5137155.000000 Penalty: 5211.504395
	Iteration 50Q: 3 clusters Score -5137155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -5137152.000000 Penalty: 5211.504395
	Iteration 51Q: 3 clusters Score -5137152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -5137152.000000 Penalty: 5211.504395
	Iteration 52F: 3 clusters Score -5137152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Entering Unmasked Estep 
Score: -6778422.500000 Penalty: 2674.325439
	Iteration 0F: 2 clusters Score -6778422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -6746023.500000 Penalty: 5348.650879
	Iteration 0F: 3 clusters Score -6746024 nChanged 22201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -6758264.000000 Penalty: 5348.650879
	Iteration 1F: 3 clusters Score -6758264 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -6758815.000000 Penalty: 5348.650879
	Iteration 2Q: 3 clusters Score -6758815 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -6759325.500000 Penalty: 5348.650879
	Iteration 3Q: 3 clusters Score -6759326 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -6759929.500000 Penalty: 5348.650879
	Iteration 4Q: 3 clusters Score -6759930 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -6760647.500000 Penalty: 5348.650879
	Iteration 5Q: 3 clusters Score -6760648 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -6761540.000000 Penalty: 5348.650879
	Iteration 6Q: 3 clusters Score -6761540 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -6762976.000000 Penalty: 5348.650879
	Iteration 7F: 3 clusters Score -6762976 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -6764945.500000 Penalty: 5348.650879
	Iteration 8F: 3 clusters Score -6764946 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -6767444.000000 Penalty: 5348.650879
	Iteration 9F: 3 clusters Score -6767444 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -6770181.500000 Penalty: 5348.650879
	Iteration 10F: 3 clusters Score -6770182 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -6772405.000000 Penalty: 5348.650879
	Iteration 11F: 3 clusters Score -6772405 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -6774025.000000 Penalty: 5348.650879
	Iteration 12Q: 3 clusters Score -6774025 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -6774982.000000 Penalty: 5348.650879
	Iteration 13Q: 3 clusters Score -6774982 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -6775472.500000 Penalty: 5348.650879
	Iteration 14Q: 3 clusters Score -6775472 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -6775776.000000 Penalty: 5348.650879
	Iteration 15Q: 3 clusters Score -6775776 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -6775959.000000 Penalty: 5348.650879
	Iteration 16Q: 3 clusters Score -6775959 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6776132.000000 Penalty: 5348.650879
	Iteration 17Q: 3 clusters Score -6776132 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6776211.500000 Penalty: 5348.650879
	Iteration 18Q: 3 clusters Score -6776212 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -6776261.000000 Penalty: 5348.650879
	Iteration 19Q: 3 clusters Score -6776261 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6776342.500000 Penalty: 5348.650879
	Iteration 20F: 3 clusters Score -6776342 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6776389.500000 Penalty: 5348.650879
	Iteration 21Q: 3 clusters Score -6776390 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -6776408.500000 Penalty: 5348.650879
	Iteration 22Q: 3 clusters Score -6776408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6776420.000000 Penalty: 5348.650879
	Iteration 23Q: 3 clusters Score -6776420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -6776439.000000 Penalty: 5348.650879
	Iteration 24Q: 3 clusters Score -6776439 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6776442.000000 Penalty: 5348.650879
	Iteration 25Q: 3 clusters Score -6776442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6776452.500000 Penalty: 5348.650879
	Iteration 26Q: 3 clusters Score -6776452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6776462.500000 Penalty: 5348.650879
	Iteration 27Q: 3 clusters Score -6776462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6776469.000000 Penalty: 5348.650879
	Iteration 28Q: 3 clusters Score -6776469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6776466.500000 Penalty: 5348.650879
	Iteration 29Q: 3 clusters Score -6776466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -6776485.000000 Penalty: 5348.650879
	Iteration 30Q: 3 clusters Score -6776485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6776491.500000 Penalty: 5348.650879
	Iteration 31Q: 3 clusters Score -6776492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6776496.500000 Penalty: 5348.650879
	Iteration 32Q: 3 clusters Score -6776496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -6776500.000000 Penalty: 5348.650879
	Iteration 33Q: 3 clusters Score -6776500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6776505.500000 Penalty: 5348.650879
	Iteration 34Q: 3 clusters Score -6776506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -6776510.500000 Penalty: 5348.650879
	Iteration 35Q: 3 clusters Score -6776510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -6776529.500000 Penalty: 5348.650879
	Iteration 36Q: 3 clusters Score -6776530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -6776528.500000 Penalty: 5348.650879
	Iteration 37Q: 3 clusters Score -6776528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -6776540.500000 Penalty: 5348.650879
	Iteration 38Q: 3 clusters Score -6776540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6776552.000000 Penalty: 5348.650879
	Iteration 39Q: 3 clusters Score -6776552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6776549.500000 Penalty: 5348.650879
	Iteration 40F: 3 clusters Score -6776550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6776558.000000 Penalty: 5348.650879
	Iteration 41Q: 3 clusters Score -6776558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6776553.500000 Penalty: 5348.650879
	Iteration 42Q: 3 clusters Score -6776554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6776546.500000 Penalty: 5348.650879
	Iteration 43Q: 3 clusters Score -6776546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6776557.000000 Penalty: 5348.650879
	Iteration 44Q: 3 clusters Score -6776557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -6776557.500000 Penalty: 5348.650879
	Iteration 45Q: 3 clusters Score -6776558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6776570.000000 Penalty: 5348.650879
	Iteration 46Q: 3 clusters Score -6776570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -6776568.000000 Penalty: 5348.650879
	Iteration 47Q: 3 clusters Score -6776568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6776573.500000 Penalty: 5348.650879
	Iteration 48Q: 3 clusters Score -6776574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -6776571.500000 Penalty: 5348.650879
	Iteration 49Q: 3 clusters Score -6776572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6776565.500000 Penalty: 5348.650879
	Iteration 50Q: 3 clusters Score -6776566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6776571.000000 Penalty: 5348.650879
	Iteration 51Q: 3 clusters Score -6776571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6776570.500000 Penalty: 5348.650879
	Iteration 52Q: 3 clusters Score -6776570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6776571.500000 Penalty: 5348.650879
	Iteration 53Q: 3 clusters Score -6776572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6776565.500000 Penalty: 5348.650879
	Iteration 54Q: 3 clusters Score -6776566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6776565.500000 Penalty: 5348.650879
	Iteration 55F: 3 clusters Score -6776566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (83823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83823 members 
Entering Unmasked Estep 
Score: -11566116.000000 Penalty: 2811.442871
	Iteration 0F: 2 clusters Score -1.156612e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -11509821.000000 Penalty: 5622.885742
	Iteration 0F: 3 clusters Score -1.150982e+07 nChanged 39397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -11532817.000000 Penalty: 5622.885742
	Iteration 1F: 3 clusters Score -1.153282e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -11534139.000000 Penalty: 5622.885742
	Iteration 2Q: 3 clusters Score -1.153414e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -11535991.000000 Penalty: 5622.885742
	Iteration 3Q: 3 clusters Score -1.153599e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 49825 members 
Entering Unmasked Estep 
Score: -11538432.000000 Penalty: 5622.885742
	Iteration 4F: 3 clusters Score -1.153843e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 53516 members 
Entering Unmasked Estep 
Score: -11541592.000000 Penalty: 5622.885742
	Iteration 5F: 3 clusters Score -1.154159e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 57854 members 
Entering Unmasked Estep 
Score: -11545153.000000 Penalty: 5622.885742
	Iteration 6F: 3 clusters Score -1.154515e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 62449 members 
Entering Unmasked Estep 
Score: -11548950.000000 Penalty: 5622.885742
	Iteration 7F: 3 clusters Score -1.154895e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 67005 members 
Entering Unmasked Estep 
Score: -11553001.000000 Penalty: 5622.885742
	Iteration 8F: 3 clusters Score -1.1553e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 70769 members 
Entering Unmasked Estep 
Score: -11557023.000000 Penalty: 5622.885742
	Iteration 9Q: 3 clusters Score -1.155702e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 73290 members 
Entering Unmasked Estep 
Score: -11560105.000000 Penalty: 5622.885742
	Iteration 10Q: 3 clusters Score -1.15601e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
Score: -11561879.000000 Penalty: 5622.885742
	Iteration 11Q: 3 clusters Score -1.156188e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 75756 members 
Entering Unmasked Estep 
Score: -11562892.000000 Penalty: 5622.885742
	Iteration 12Q: 3 clusters Score -1.156289e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 76470 members 
Entering Unmasked Estep 
Score: -11563395.000000 Penalty: 5622.885742
	Iteration 13Q: 3 clusters Score -1.15634e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 77016 members 
Entering Unmasked Estep 
Score: -11563624.000000 Penalty: 5622.885742
	Iteration 14Q: 3 clusters Score -1.156362e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 77458 members 
Entering Unmasked Estep 
Score: -11563786.000000 Penalty: 5622.885742
	Iteration 15Q: 3 clusters Score -1.156379e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 77843 members 
Entering Unmasked Estep 
Score: -11563921.000000 Penalty: 5622.885742
	Iteration 16Q: 3 clusters Score -1.156392e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 78145 members 
Entering Unmasked Estep 
Score: -11563998.000000 Penalty: 5622.885742
	Iteration 17Q: 3 clusters Score -1.1564e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 78393 members 
Entering Unmasked Estep 
Score: -11564090.000000 Penalty: 5622.885742
	Iteration 18Q: 3 clusters Score -1.156409e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 78615 members 
Entering Unmasked Estep 
Score: -11564185.000000 Penalty: 5622.885742
	Iteration 19Q: 3 clusters Score -1.156418e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 78808 members 
Entering Unmasked Estep 
Score: -11564211.000000 Penalty: 5622.885742
	Iteration 20F: 3 clusters Score -1.156421e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 78972 members 
Entering Unmasked Estep 
Score: -11564228.000000 Penalty: 5622.885742
	Iteration 21Q: 3 clusters Score -1.156423e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 79123 members 
Entering Unmasked Estep 
Score: -11564281.000000 Penalty: 5622.885742
	Iteration 22Q: 3 clusters Score -1.156428e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 79253 members 
Entering Unmasked Estep 
Score: -11564323.000000 Penalty: 5622.885742
	Iteration 23Q: 3 clusters Score -1.156432e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -11564346.000000 Penalty: 5622.885742
	Iteration 24Q: 3 clusters Score -1.156435e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 79441 members 
Entering Unmasked Estep 
Score: -11564351.000000 Penalty: 5622.885742
	Iteration 25Q: 3 clusters Score -1.156435e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 79503 members 
Entering Unmasked Estep 
Score: -11564357.000000 Penalty: 5622.885742
	Iteration 26Q: 3 clusters Score -1.156436e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 79564 members 
Entering Unmasked Estep 
Score: -11564365.000000 Penalty: 5622.885742
	Iteration 27Q: 3 clusters Score -1.156436e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 79614 members 
Entering Unmasked Estep 
Score: -11564369.000000 Penalty: 5622.885742
	Iteration 28Q: 3 clusters Score -1.156437e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 79657 members 
Entering Unmasked Estep 
Score: -11564361.000000 Penalty: 5622.885742
	Iteration 29Q: 3 clusters Score -1.156436e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 79698 members 
Entering Unmasked Estep 
Score: -11564380.000000 Penalty: 5622.885742
	Iteration 30Q: 3 clusters Score -1.156438e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 79729 members 
Entering Unmasked Estep 
Score: -11564383.000000 Penalty: 5622.885742
	Iteration 31Q: 3 clusters Score -1.156438e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -11564384.000000 Penalty: 5622.885742
	Iteration 32Q: 3 clusters Score -1.156438e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 79821 members 
Entering Unmasked Estep 
Score: -11564390.000000 Penalty: 5622.885742
	Iteration 33Q: 3 clusters Score -1.156439e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 79854 members 
Entering Unmasked Estep 
Score: -11564378.000000 Penalty: 5622.885742
	Iteration 34Q: 3 clusters Score -1.156438e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 79886 members 
Entering Unmasked Estep 
Score: -11564385.000000 Penalty: 5622.885742
	Iteration 35Q: 3 clusters Score -1.156438e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 79915 members 
Entering Unmasked Estep 
Score: -11564404.000000 Penalty: 5622.885742
	Iteration 36Q: 3 clusters Score -1.15644e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 79940 members 
Entering Unmasked Estep 
Score: -11564398.000000 Penalty: 5622.885742
	Iteration 37Q: 3 clusters Score -1.15644e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 79963 members 
Entering Unmasked Estep 
Score: -11564389.000000 Penalty: 5622.885742
	Iteration 38Q: 3 clusters Score -1.156439e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 79983 members 
Entering Unmasked Estep 
Score: -11564411.000000 Penalty: 5622.885742
	Iteration 39Q: 3 clusters Score -1.156441e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 80001 members 
Entering Unmasked Estep 
Score: -11564402.000000 Penalty: 5622.885742
	Iteration 40F: 3 clusters Score -1.15644e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 80020 members 
Entering Unmasked Estep 
Score: -11564422.000000 Penalty: 5622.885742
	Iteration 41Q: 3 clusters Score -1.156442e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 80033 members 
Entering Unmasked Estep 
Score: -11564427.000000 Penalty: 5622.885742
	Iteration 42Q: 3 clusters Score -1.156443e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 80051 members 
Entering Unmasked Estep 
Score: -11564430.000000 Penalty: 5622.885742
	Iteration 43Q: 3 clusters Score -1.156443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 80068 members 
Entering Unmasked Estep 
Score: -11564423.000000 Penalty: 5622.885742
	Iteration 44Q: 3 clusters Score -1.156442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 80083 members 
Entering Unmasked Estep 
Score: -11564428.000000 Penalty: 5622.885742
	Iteration 45Q: 3 clusters Score -1.156443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 80093 members 
Entering Unmasked Estep 
Score: -11564427.000000 Penalty: 5622.885742
	Iteration 46Q: 3 clusters Score -1.156443e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 80105 members 
Entering Unmasked Estep 
Score: -11564433.000000 Penalty: 5622.885742
	Iteration 47Q: 3 clusters Score -1.156443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 80114 members 
Entering Unmasked Estep 
Score: -11564433.000000 Penalty: 5622.885742
	Iteration 48Q: 3 clusters Score -1.156443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 80120 members 
Entering Unmasked Estep 
Score: -11564439.000000 Penalty: 5622.885742
	Iteration 49Q: 3 clusters Score -1.156444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 80125 members 
Entering Unmasked Estep 
Score: -11564441.000000 Penalty: 5622.885742
	Iteration 50Q: 3 clusters Score -1.156444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 80132 members 
Entering Unmasked Estep 
Score: -11564443.000000 Penalty: 5622.885742
	Iteration 51Q: 3 clusters Score -1.156444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 80135 members 
Entering Unmasked Estep 
Score: -11564448.000000 Penalty: 5622.885742
	Iteration 52Q: 3 clusters Score -1.156445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 80135 members 
Entering Unmasked Estep 
Score: -11564448.000000 Penalty: 5622.885742
	Iteration 53F: 3 clusters Score -1.156445e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Entering Unmasked Estep 
Score: -5388441.000000 Penalty: 2617.291992
	Iteration 0F: 2 clusters Score -5388441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -5362604.000000 Penalty: 5234.583984
	Iteration 0F: 3 clusters Score -5362604 nChanged 17337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -5372207.000000 Penalty: 5234.583984
	Iteration 1F: 3 clusters Score -5372207 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -5372808.000000 Penalty: 5234.583984
	Iteration 2Q: 3 clusters Score -5372808 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -5373414.500000 Penalty: 5234.583984
	Iteration 3Q: 3 clusters Score -5373414 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -5374195.500000 Penalty: 5234.583984
	Iteration 4Q: 3 clusters Score -5374196 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -5375264.000000 Penalty: 5234.583984
	Iteration 5F: 3 clusters Score -5375264 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -5376744.500000 Penalty: 5234.583984
	Iteration 6F: 3 clusters Score -5376744 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -5378658.000000 Penalty: 5234.583984
	Iteration 7F: 3 clusters Score -5378658 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -5380820.500000 Penalty: 5234.583984
	Iteration 8F: 3 clusters Score -5380820 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -5382631.500000 Penalty: 5234.583984
	Iteration 9F: 3 clusters Score -5382632 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -5383542.000000 Penalty: 5234.583984
	Iteration 10Q: 3 clusters Score -5383542 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -5383893.500000 Penalty: 5234.583984
	Iteration 11Q: 3 clusters Score -5383894 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -5384057.000000 Penalty: 5234.583984
	Iteration 12Q: 3 clusters Score -5384057 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -5384200.000000 Penalty: 5234.583984
	Iteration 13Q: 3 clusters Score -5384200 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -5384347.500000 Penalty: 5234.583984
	Iteration 14Q: 3 clusters Score -5384348 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -5384474.000000 Penalty: 5234.583984
	Iteration 15Q: 3 clusters Score -5384474 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -5384577.000000 Penalty: 5234.583984
	Iteration 16Q: 3 clusters Score -5384577 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -5384671.500000 Penalty: 5234.583984
	Iteration 17Q: 3 clusters Score -5384672 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -5384750.000000 Penalty: 5234.583984
	Iteration 18Q: 3 clusters Score -5384750 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -5384843.000000 Penalty: 5234.583984
	Iteration 19Q: 3 clusters Score -5384843 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -5384933.500000 Penalty: 5234.583984
	Iteration 20F: 3 clusters Score -5384934 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -5385020.000000 Penalty: 5234.583984
	Iteration 21Q: 3 clusters Score -5385020 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -5385103.000000 Penalty: 5234.583984
	Iteration 22Q: 3 clusters Score -5385103 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -5385190.500000 Penalty: 5234.583984
	Iteration 23Q: 3 clusters Score -5385190 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -5385270.000000 Penalty: 5234.583984
	Iteration 24Q: 3 clusters Score -5385270 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -5385324.000000 Penalty: 5234.583984
	Iteration 25Q: 3 clusters Score -5385324 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -5385379.000000 Penalty: 5234.583984
	Iteration 26Q: 3 clusters Score -5385379 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -5385424.000000 Penalty: 5234.583984
	Iteration 27Q: 3 clusters Score -5385424 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -5385508.500000 Penalty: 5234.583984
	Iteration 28Q: 3 clusters Score -5385508 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -5385568.500000 Penalty: 5234.583984
	Iteration 29Q: 3 clusters Score -5385568 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -5385622.500000 Penalty: 5234.583984
	Iteration 30Q: 3 clusters Score -5385622 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -5385670.000000 Penalty: 5234.583984
	Iteration 31Q: 3 clusters Score -5385670 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -5385744.500000 Penalty: 5234.583984
	Iteration 32Q: 3 clusters Score -5385744 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -5385794.500000 Penalty: 5234.583984
	Iteration 33Q: 3 clusters Score -5385794 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -5385843.500000 Penalty: 5234.583984
	Iteration 34Q: 3 clusters Score -5385844 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -5385888.500000 Penalty: 5234.583984
	Iteration 35Q: 3 clusters Score -5385888 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -5385952.500000 Penalty: 5234.583984
	Iteration 36Q: 3 clusters Score -5385952 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -5386006.500000 Penalty: 5234.583984
	Iteration 37Q: 3 clusters Score -5386006 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5386035.500000 Penalty: 5234.583984
	Iteration 38Q: 3 clusters Score -5386036 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -5386054.000000 Penalty: 5234.583984
	Iteration 39Q: 3 clusters Score -5386054 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -5386073.000000 Penalty: 5234.583984
	Iteration 40F: 3 clusters Score -5386073 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -5386098.000000 Penalty: 5234.583984
	Iteration 41Q: 3 clusters Score -5386098 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5386132.000000 Penalty: 5234.583984
	Iteration 42Q: 3 clusters Score -5386132 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -5386144.000000 Penalty: 5234.583984
	Iteration 43Q: 3 clusters Score -5386144 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -5386156.000000 Penalty: 5234.583984
	Iteration 44Q: 3 clusters Score -5386156 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -5386176.500000 Penalty: 5234.583984
	Iteration 45Q: 3 clusters Score -5386176 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -5386196.500000 Penalty: 5234.583984
	Iteration 46Q: 3 clusters Score -5386196 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5386208.000000 Penalty: 5234.583984
	Iteration 47Q: 3 clusters Score -5386208 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -5386219.500000 Penalty: 5234.583984
	Iteration 48Q: 3 clusters Score -5386220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -5386240.000000 Penalty: 5234.583984
	Iteration 49Q: 3 clusters Score -5386240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -5386251.000000 Penalty: 5234.583984
	Iteration 50Q: 3 clusters Score -5386251 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -5386266.000000 Penalty: 5234.583984
	Iteration 51Q: 3 clusters Score -5386266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -5386266.500000 Penalty: 5234.583984
	Iteration 52Q: 3 clusters Score -5386266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -5386273.500000 Penalty: 5234.583984
	Iteration 53Q: 3 clusters Score -5386274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5386284.000000 Penalty: 5234.583984
	Iteration 54Q: 3 clusters Score -5386284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5386290.000000 Penalty: 5234.583984
	Iteration 55Q: 3 clusters Score -5386290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5386293.000000 Penalty: 5234.583984
	Iteration 56Q: 3 clusters Score -5386293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5386299.000000 Penalty: 5234.583984
	Iteration 57Q: 3 clusters Score -5386299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5386309.000000 Penalty: 5234.583984
	Iteration 58Q: 3 clusters Score -5386309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -5386310.000000 Penalty: 5234.583984
	Iteration 59Q: 3 clusters Score -5386310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -5386314.500000 Penalty: 5234.583984
	Iteration 60F: 3 clusters Score -5386314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5386323.000000 Penalty: 5234.583984
	Iteration 61Q: 3 clusters Score -5386323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5386324.500000 Penalty: 5234.583984
	Iteration 62Q: 3 clusters Score -5386324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5386334.000000 Penalty: 5234.583984
	Iteration 63Q: 3 clusters Score -5386334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -5386322.500000 Penalty: 5234.583984
	Iteration 64Q: 3 clusters Score -5386322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5386327.000000 Penalty: 5234.583984
	Iteration 65Q: 3 clusters Score -5386327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -5386323.500000 Penalty: 5234.583984
	Iteration 66Q: 3 clusters Score -5386324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5386329.500000 Penalty: 5234.583984
	Iteration 67Q: 3 clusters Score -5386330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5386337.000000 Penalty: 5234.583984
	Iteration 68Q: 3 clusters Score -5386337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5386334.500000 Penalty: 5234.583984
	Iteration 69Q: 3 clusters Score -5386334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5386334.000000 Penalty: 5234.583984
	Iteration 70Q: 3 clusters Score -5386334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5386326.500000 Penalty: 5234.583984
	Iteration 71Q: 3 clusters Score -5386326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5386324.000000 Penalty: 5234.583984
	Iteration 72Q: 3 clusters Score -5386324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -5386336.500000 Penalty: 5234.583984
	Iteration 73Q: 3 clusters Score -5386336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5386336.500000 Penalty: 5234.583984
	Iteration 74Q: 3 clusters Score -5386336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5386334.500000 Penalty: 5234.583984
	Iteration 75Q: 3 clusters Score -5386334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5386333.500000 Penalty: 5234.583984
	Iteration 76Q: 3 clusters Score -5386334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -5386333.500000 Penalty: 5234.583984
	Iteration 77Q: 3 clusters Score -5386334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5386330.000000 Penalty: 5234.583984
	Iteration 78Q: 3 clusters Score -5386330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5386326.500000 Penalty: 5234.583984
	Iteration 79Q: 3 clusters Score -5386326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5386324.500000 Penalty: 5234.583984
	Iteration 80F: 3 clusters Score -5386324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5386324.500000 Penalty: 5234.583984
	Iteration 81Q: 3 clusters Score -5386324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5386327.000000 Penalty: 5234.583984
	Iteration 82Q: 3 clusters Score -5386327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5386331.000000 Penalty: 5234.583984
	Iteration 83Q: 3 clusters Score -5386331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5386330.500000 Penalty: 5234.583984
	Iteration 84Q: 3 clusters Score -5386330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5386331.000000 Penalty: 5234.583984
	Iteration 85Q: 3 clusters Score -5386331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5386330.500000 Penalty: 5234.583984
	Iteration 86Q: 3 clusters Score -5386330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5386324.500000 Penalty: 5234.583984
	Iteration 87Q: 3 clusters Score -5386324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5386329.500000 Penalty: 5234.583984
	Iteration 88Q: 3 clusters Score -5386330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5386329.500000 Penalty: 5234.583984
	Iteration 89Q: 3 clusters Score -5386330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5386333.500000 Penalty: 5234.583984
	Iteration 90Q: 3 clusters Score -5386334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5386337.000000 Penalty: 5234.583984
	Iteration 91Q: 3 clusters Score -5386337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5386338.500000 Penalty: 5234.583984
	Iteration 92Q: 3 clusters Score -5386338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5386339.500000 Penalty: 5234.583984
	Iteration 93Q: 3 clusters Score -5386340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5386339.500000 Penalty: 5234.583984
	Iteration 94F: 3 clusters Score -5386340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (65928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65928 members 
Entering Unmasked Estep 
Score: -9229657.000000 Penalty: 2751.886963
	Iteration 0F: 2 clusters Score -9229657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -9185226.000000 Penalty: 5503.773926
	Iteration 0F: 3 clusters Score -9185226 nChanged 30856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -9202516.000000 Penalty: 5503.773926
	Iteration 1F: 3 clusters Score -9202516 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -9203125.000000 Penalty: 5503.773926
	Iteration 2Q: 3 clusters Score -9203125 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -9203785.000000 Penalty: 5503.773926
	Iteration 3Q: 3 clusters Score -9203785 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -9204516.000000 Penalty: 5503.773926
	Iteration 4Q: 3 clusters Score -9204516 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -9205542.000000 Penalty: 5503.773926
	Iteration 5Q: 3 clusters Score -9205542 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -9207083.000000 Penalty: 5503.773926
	Iteration 6Q: 3 clusters Score -9207083 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -9209277.000000 Penalty: 5503.773926
	Iteration 7F: 3 clusters Score -9209277 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 49791 members 
Entering Unmasked Estep 
Score: -9212630.000000 Penalty: 5503.773926
	Iteration 8F: 3 clusters Score -9212630 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 54709 members 
Entering Unmasked Estep 
Score: -9216761.000000 Penalty: 5503.773926
	Iteration 9F: 3 clusters Score -9216761 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 59290 members 
Entering Unmasked Estep 
Score: -9220993.000000 Penalty: 5503.773926
	Iteration 10F: 3 clusters Score -9220993 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 62638 members 
Entering Unmasked Estep 
Score: -9224156.000000 Penalty: 5503.773926
	Iteration 11F: 3 clusters Score -9224156 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 64470 members 
Entering Unmasked Estep 
Score: -9225867.000000 Penalty: 5503.773926
	Iteration 12Q: 3 clusters Score -9225867 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 65251 members 
Entering Unmasked Estep 
Score: -9226703.000000 Penalty: 5503.773926
	Iteration 13Q: 3 clusters Score -9226703 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 65507 members 
Entering Unmasked Estep 
Score: -9226970.000000 Penalty: 5503.773926
	Iteration 14Q: 3 clusters Score -9226970 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 65581 members 
Entering Unmasked Estep 
Score: -9227060.000000 Penalty: 5503.773926
	Iteration 15Q: 3 clusters Score -9227060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 65614 members 
Entering Unmasked Estep 
Score: -9227103.000000 Penalty: 5503.773926
	Iteration 16Q: 3 clusters Score -9227103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 65628 members 
Entering Unmasked Estep 
Score: -9227133.000000 Penalty: 5503.773926
	Iteration 17Q: 3 clusters Score -9227133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -9227165.000000 Penalty: 5503.773926
	Iteration 18Q: 3 clusters Score -9227165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 65659 members 
Entering Unmasked Estep 
Score: -9227185.000000 Penalty: 5503.773926
	Iteration 19Q: 3 clusters Score -9227185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 65665 members 
Entering Unmasked Estep 
Score: -9227200.000000 Penalty: 5503.773926
	Iteration 20F: 3 clusters Score -9227200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 65664 members 
Entering Unmasked Estep 
Score: -9227211.000000 Penalty: 5503.773926
	Iteration 21Q: 3 clusters Score -9227211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -9227220.000000 Penalty: 5503.773926
	Iteration 22Q: 3 clusters Score -9227220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 65669 members 
Entering Unmasked Estep 
Score: -9227222.000000 Penalty: 5503.773926
	Iteration 23Q: 3 clusters Score -9227222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 65668 members 
Entering Unmasked Estep 
Score: -9227229.000000 Penalty: 5503.773926
	Iteration 24Q: 3 clusters Score -9227229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 65669 members 
Entering Unmasked Estep 
Score: -9227229.000000 Penalty: 5503.773926
	Iteration 25Q: 3 clusters Score -9227229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 65670 members 
Entering Unmasked Estep 
Score: -9227224.000000 Penalty: 5503.773926
	Iteration 26Q: 3 clusters Score -9227224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 65670 members 
Entering Unmasked Estep 
Score: -9227224.000000 Penalty: 5503.773926
	Iteration 27F: 3 clusters Score -9227224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (140901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140901 members 
Entering Unmasked Estep 
Score: -19617474.000000 Penalty: 2940.241699
	Iteration 0F: 2 clusters Score -1.961747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70281 members 
Mstep: Class 2 contains 70620 members 
Entering Unmasked Estep 
Score: -19526576.000000 Penalty: 5880.483398
	Iteration 0F: 3 clusters Score -1.952658e+07 nChanged 67362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66893 members 
Mstep: Class 2 contains 74008 members 
Entering Unmasked Estep 
Score: -19565712.000000 Penalty: 5880.483398
	Iteration 1F: 3 clusters Score -1.956571e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64635 members 
Mstep: Class 2 contains 76266 members 
Entering Unmasked Estep 
Score: -19567180.000000 Penalty: 5880.483398
	Iteration 2Q: 3 clusters Score -1.956718e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61382 members 
Mstep: Class 2 contains 79519 members 
Entering Unmasked Estep 
Score: -19569266.000000 Penalty: 5880.483398
	Iteration 3Q: 3 clusters Score -1.956927e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 83971 members 
Entering Unmasked Estep 
Score: -19572228.000000 Penalty: 5880.483398
	Iteration 4Q: 3 clusters Score -1.957223e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 89929 members 
Entering Unmasked Estep 
Score: -19576122.000000 Penalty: 5880.483398
	Iteration 5F: 3 clusters Score -1.957612e+07 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 97436 members 
Entering Unmasked Estep 
Score: -19581644.000000 Penalty: 5880.483398
	Iteration 6F: 3 clusters Score -1.958164e+07 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 106192 members 
Entering Unmasked Estep 
Score: -19588318.000000 Penalty: 5880.483398
	Iteration 7F: 3 clusters Score -1.958832e+07 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 115315 members 
Entering Unmasked Estep 
Score: -19595806.000000 Penalty: 5880.483398
	Iteration 8F: 3 clusters Score -1.959581e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 123538 members 
Entering Unmasked Estep 
Score: -19602560.000000 Penalty: 5880.483398
	Iteration 9F: 3 clusters Score -1.960256e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 129947 members 
Entering Unmasked Estep 
Score: -19607384.000000 Penalty: 5880.483398
	Iteration 10Q: 3 clusters Score -1.960738e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 134134 members 
Entering Unmasked Estep 
Score: -19610672.000000 Penalty: 5880.483398
	Iteration 11Q: 3 clusters Score -1.961067e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 136558 members 
Entering Unmasked Estep 
Score: -19612492.000000 Penalty: 5880.483398
	Iteration 12Q: 3 clusters Score -1.961249e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 137913 members 
Entering Unmasked Estep 
Score: -19613344.000000 Penalty: 5880.483398
	Iteration 13Q: 3 clusters Score -1.961334e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 138702 members 
Entering Unmasked Estep 
Score: -19613930.000000 Penalty: 5880.483398
	Iteration 14Q: 3 clusters Score -1.961393e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 139171 members 
Entering Unmasked Estep 
Score: -19614218.000000 Penalty: 5880.483398
	Iteration 15Q: 3 clusters Score -1.961422e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 139443 members 
Entering Unmasked Estep 
Score: -19614408.000000 Penalty: 5880.483398
	Iteration 16Q: 3 clusters Score -1.961441e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 139628 members 
Entering Unmasked Estep 
Score: -19614490.000000 Penalty: 5880.483398
	Iteration 17Q: 3 clusters Score -1.961449e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 139766 members 
Entering Unmasked Estep 
Score: -19614638.000000 Penalty: 5880.483398
	Iteration 18Q: 3 clusters Score -1.961464e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 139859 members 
Entering Unmasked Estep 
Score: -19614704.000000 Penalty: 5880.483398
	Iteration 19Q: 3 clusters Score -1.96147e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 139927 members 
Entering Unmasked Estep 
Score: -19614772.000000 Penalty: 5880.483398
	Iteration 20F: 3 clusters Score -1.961477e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 139967 members 
Entering Unmasked Estep 
Score: -19614818.000000 Penalty: 5880.483398
	Iteration 21Q: 3 clusters Score -1.961482e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 139995 members 
Entering Unmasked Estep 
Score: -19614846.000000 Penalty: 5880.483398
	Iteration 22Q: 3 clusters Score -1.961485e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 140022 members 
Entering Unmasked Estep 
Score: -19614850.000000 Penalty: 5880.483398
	Iteration 23Q: 3 clusters Score -1.961485e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 140046 members 
Entering Unmasked Estep 
Score: -19614880.000000 Penalty: 5880.483398
	Iteration 24Q: 3 clusters Score -1.961488e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 140064 members 
Entering Unmasked Estep 
Score: -19614876.000000 Penalty: 5880.483398
	Iteration 25Q: 3 clusters Score -1.961488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 140073 members 
Entering Unmasked Estep 
Score: -19614876.000000 Penalty: 5880.483398
	Iteration 26Q: 3 clusters Score -1.961488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 140082 members 
Entering Unmasked Estep 
Score: -19614876.000000 Penalty: 5880.483398
	Iteration 27Q: 3 clusters Score -1.961488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 140091 members 
Entering Unmasked Estep 
Score: -19614882.000000 Penalty: 5880.483398
	Iteration 28Q: 3 clusters Score -1.961488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 140097 members 
Entering Unmasked Estep 
Score: -19614876.000000 Penalty: 5880.483398
	Iteration 29Q: 3 clusters Score -1.961488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 140102 members 
Entering Unmasked Estep 
Score: -19614890.000000 Penalty: 5880.483398
	Iteration 30Q: 3 clusters Score -1.961489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 140106 members 
Entering Unmasked Estep 
Score: -19614884.000000 Penalty: 5880.483398
	Iteration 31Q: 3 clusters Score -1.961488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 140106 members 
Entering Unmasked Estep 
Score: -19614884.000000 Penalty: 5880.483398
	Iteration 32F: 3 clusters Score -1.961488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Entering Unmasked Estep 
Score: -4161217.750000 Penalty: 2563.645752
	Iteration 0F: 2 clusters Score -4161218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -4140029.500000 Penalty: 5127.291504
	Iteration 0F: 3 clusters Score -4140030 nChanged 14096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -4147986.000000 Penalty: 5127.291504
	Iteration 1F: 3 clusters Score -4147986 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -4148756.750000 Penalty: 5127.291504
	Iteration 2F: 3 clusters Score -4148757 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -4149492.750000 Penalty: 5127.291504
	Iteration 3F: 3 clusters Score -4149493 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -4150297.500000 Penalty: 5127.291504
	Iteration 4F: 3 clusters Score -4150298 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -4151154.250000 Penalty: 5127.291504
	Iteration 5F: 3 clusters Score -4151154 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -4151984.750000 Penalty: 5127.291504
	Iteration 6F: 3 clusters Score -4151985 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -4152879.750000 Penalty: 5127.291504
	Iteration 7F: 3 clusters Score -4152880 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -4153922.250000 Penalty: 5127.291504
	Iteration 8F: 3 clusters Score -4153922 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -4155034.750000 Penalty: 5127.291504
	Iteration 9F: 3 clusters Score -4155035 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -4156121.000000 Penalty: 5127.291504
	Iteration 10F: 3 clusters Score -4156121 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -4156992.250000 Penalty: 5127.291504
	Iteration 11Q: 3 clusters Score -4156992 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -4157676.250000 Penalty: 5127.291504
	Iteration 12Q: 3 clusters Score -4157676 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -4158200.750000 Penalty: 5127.291504
	Iteration 13Q: 3 clusters Score -4158201 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -4158626.000000 Penalty: 5127.291504
	Iteration 14Q: 3 clusters Score -4158626 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -4158962.250000 Penalty: 5127.291504
	Iteration 15Q: 3 clusters Score -4158962 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -4159275.250000 Penalty: 5127.291504
	Iteration 16Q: 3 clusters Score -4159275 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -4159548.750000 Penalty: 5127.291504
	Iteration 17Q: 3 clusters Score -4159549 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -4159812.500000 Penalty: 5127.291504
	Iteration 18Q: 3 clusters Score -4159812 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -4160003.000000 Penalty: 5127.291504
	Iteration 19Q: 3 clusters Score -4160003 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -4160145.250000 Penalty: 5127.291504
	Iteration 20F: 3 clusters Score -4160145 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -4160250.500000 Penalty: 5127.291504
	Iteration 21Q: 3 clusters Score -4160250 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -4160303.750000 Penalty: 5127.291504
	Iteration 22Q: 3 clusters Score -4160304 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -4160352.000000 Penalty: 5127.291504
	Iteration 23Q: 3 clusters Score -4160352 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -4160389.250000 Penalty: 5127.291504
	Iteration 24Q: 3 clusters Score -4160389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -4160434.250000 Penalty: 5127.291504
	Iteration 25Q: 3 clusters Score -4160434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -4160476.500000 Penalty: 5127.291504
	Iteration 26Q: 3 clusters Score -4160476 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -4160521.250000 Penalty: 5127.291504
	Iteration 27Q: 3 clusters Score -4160521 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -4160558.500000 Penalty: 5127.291504
	Iteration 28Q: 3 clusters Score -4160558 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -4160563.250000 Penalty: 5127.291504
	Iteration 29Q: 3 clusters Score -4160563 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -4160591.000000 Penalty: 5127.291504
	Iteration 30Q: 3 clusters Score -4160591 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -4160603.250000 Penalty: 5127.291504
	Iteration 31Q: 3 clusters Score -4160603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -4160619.750000 Penalty: 5127.291504
	Iteration 32Q: 3 clusters Score -4160620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -4160622.750000 Penalty: 5127.291504
	Iteration 33Q: 3 clusters Score -4160623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -4160629.000000 Penalty: 5127.291504
	Iteration 34Q: 3 clusters Score -4160629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -4160637.750000 Penalty: 5127.291504
	Iteration 35Q: 3 clusters Score -4160638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -4160647.000000 Penalty: 5127.291504
	Iteration 36Q: 3 clusters Score -4160647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -4160642.750000 Penalty: 5127.291504
	Iteration 37Q: 3 clusters Score -4160643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -4160643.500000 Penalty: 5127.291504
	Iteration 38Q: 3 clusters Score -4160644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -4160651.500000 Penalty: 5127.291504
	Iteration 39Q: 3 clusters Score -4160652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -4160658.750000 Penalty: 5127.291504
	Iteration 40F: 3 clusters Score -4160659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -4160664.000000 Penalty: 5127.291504
	Iteration 41Q: 3 clusters Score -4160664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -4160678.000000 Penalty: 5127.291504
	Iteration 42Q: 3 clusters Score -4160678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -4160672.000000 Penalty: 5127.291504
	Iteration 43Q: 3 clusters Score -4160672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -4160668.500000 Penalty: 5127.291504
	Iteration 44Q: 3 clusters Score -4160668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -4160670.250000 Penalty: 5127.291504
	Iteration 45Q: 3 clusters Score -4160670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -4160670.500000 Penalty: 5127.291504
	Iteration 46Q: 3 clusters Score -4160670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -4160670.500000 Penalty: 5127.291504
	Iteration 47Q: 3 clusters Score -4160670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -4160665.250000 Penalty: 5127.291504
	Iteration 48Q: 3 clusters Score -4160665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -4160670.500000 Penalty: 5127.291504
	Iteration 49Q: 3 clusters Score -4160670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -4160666.500000 Penalty: 5127.291504
	Iteration 50Q: 3 clusters Score -4160666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -4160670.500000 Penalty: 5127.291504
	Iteration 51Q: 3 clusters Score -4160670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -4160670.500000 Penalty: 5127.291504
	Iteration 52F: 3 clusters Score -4160670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Entering Unmasked Estep 
Score: -1059618.750000 Penalty: 2219.281494
	Iteration 0F: 2 clusters Score -1059619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1053401.000000 Penalty: 4438.562988
	Iteration 0F: 3 clusters Score -1053401 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1055068.875000 Penalty: 4438.562988
	Iteration 1F: 3 clusters Score -1055069 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1055358.500000 Penalty: 4438.562988
	Iteration 2F: 3 clusters Score -1055358 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1055546.000000 Penalty: 4438.562988
	Iteration 3Q: 3 clusters Score -1055546 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1055682.125000 Penalty: 4438.562988
	Iteration 4Q: 3 clusters Score -1055682 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1055790.125000 Penalty: 4438.562988
	Iteration 5Q: 3 clusters Score -1055790 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1055869.500000 Penalty: 4438.562988
	Iteration 6Q: 3 clusters Score -1055870 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1055937.000000 Penalty: 4438.562988
	Iteration 7Q: 3 clusters Score -1055937 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1056004.000000 Penalty: 4438.562988
	Iteration 8Q: 3 clusters Score -1056004 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1056051.250000 Penalty: 4438.562988
	Iteration 9Q: 3 clusters Score -1056051 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1056092.250000 Penalty: 4438.562988
	Iteration 10Q: 3 clusters Score -1056092 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1056127.375000 Penalty: 4438.562988
	Iteration 11Q: 3 clusters Score -1056127 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1056158.250000 Penalty: 4438.562988
	Iteration 12Q: 3 clusters Score -1056158 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1056191.375000 Penalty: 4438.562988
	Iteration 13Q: 3 clusters Score -1056191 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1056221.250000 Penalty: 4438.562988
	Iteration 14Q: 3 clusters Score -1056221 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1056249.625000 Penalty: 4438.562988
	Iteration 15Q: 3 clusters Score -1056250 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1056291.625000 Penalty: 4438.562988
	Iteration 16Q: 3 clusters Score -1056292 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1056332.375000 Penalty: 4438.562988
	Iteration 17Q: 3 clusters Score -1056332 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1056377.375000 Penalty: 4438.562988
	Iteration 18Q: 3 clusters Score -1056377 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1056415.750000 Penalty: 4438.562988
	Iteration 19Q: 3 clusters Score -1056416 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1056454.625000 Penalty: 4438.562988
	Iteration 20F: 3 clusters Score -1056455 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1056498.875000 Penalty: 4438.562988
	Iteration 21Q: 3 clusters Score -1056499 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1056552.125000 Penalty: 4438.562988
	Iteration 22Q: 3 clusters Score -1056552 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1056618.500000 Penalty: 4438.562988
	Iteration 23Q: 3 clusters Score -1056618 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1056691.875000 Penalty: 4438.562988
	Iteration 24Q: 3 clusters Score -1056692 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1056763.375000 Penalty: 4438.562988
	Iteration 25Q: 3 clusters Score -1056763 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1056830.125000 Penalty: 4438.562988
	Iteration 26Q: 3 clusters Score -1056830 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1056894.000000 Penalty: 4438.562988
	Iteration 27Q: 3 clusters Score -1056894 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1056960.000000 Penalty: 4438.562988
	Iteration 28Q: 3 clusters Score -1056960 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1057023.000000 Penalty: 4438.562988
	Iteration 29Q: 3 clusters Score -1057023 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1057077.125000 Penalty: 4438.562988
	Iteration 30Q: 3 clusters Score -1057077 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1057123.125000 Penalty: 4438.562988
	Iteration 31Q: 3 clusters Score -1057123 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1057173.875000 Penalty: 4438.562988
	Iteration 32Q: 3 clusters Score -1057174 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1057234.625000 Penalty: 4438.562988
	Iteration 33Q: 3 clusters Score -1057235 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1057286.250000 Penalty: 4438.562988
	Iteration 34Q: 3 clusters Score -1057286 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1057333.625000 Penalty: 4438.562988
	Iteration 35Q: 3 clusters Score -1057334 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1057377.750000 Penalty: 4438.562988
	Iteration 36Q: 3 clusters Score -1057378 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1057409.625000 Penalty: 4438.562988
	Iteration 37Q: 3 clusters Score -1057410 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1057430.750000 Penalty: 4438.562988
	Iteration 38Q: 3 clusters Score -1057431 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1057447.500000 Penalty: 4438.562988
	Iteration 39Q: 3 clusters Score -1057448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1057462.000000 Penalty: 4438.562988
	Iteration 40F: 3 clusters Score -1057462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1057474.750000 Penalty: 4438.562988
	Iteration 41Q: 3 clusters Score -1057475 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1057491.375000 Penalty: 4438.562988
	Iteration 42Q: 3 clusters Score -1057491 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1057503.500000 Penalty: 4438.562988
	Iteration 43Q: 3 clusters Score -1057504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1057517.875000 Penalty: 4438.562988
	Iteration 44Q: 3 clusters Score -1057518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1057528.750000 Penalty: 4438.562988
	Iteration 45Q: 3 clusters Score -1057529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1057542.875000 Penalty: 4438.562988
	Iteration 46Q: 3 clusters Score -1057543 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1057554.875000 Penalty: 4438.562988
	Iteration 47Q: 3 clusters Score -1057555 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1057570.500000 Penalty: 4438.562988
	Iteration 48Q: 3 clusters Score -1057570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1057593.250000 Penalty: 4438.562988
	Iteration 49Q: 3 clusters Score -1057593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1057609.250000 Penalty: 4438.562988
	Iteration 50Q: 3 clusters Score -1057609 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1057629.375000 Penalty: 4438.562988
	Iteration 51Q: 3 clusters Score -1057629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1057645.750000 Penalty: 4438.562988
	Iteration 52Q: 3 clusters Score -1057646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1057659.250000 Penalty: 4438.562988
	Iteration 53Q: 3 clusters Score -1057659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1057672.625000 Penalty: 4438.562988
	Iteration 54Q: 3 clusters Score -1057673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1057688.125000 Penalty: 4438.562988
	Iteration 55Q: 3 clusters Score -1057688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1057698.125000 Penalty: 4438.562988
	Iteration 56Q: 3 clusters Score -1057698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1057708.375000 Penalty: 4438.562988
	Iteration 57Q: 3 clusters Score -1057708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1057716.500000 Penalty: 4438.562988
	Iteration 58Q: 3 clusters Score -1057716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1057726.875000 Penalty: 4438.562988
	Iteration 59Q: 3 clusters Score -1057727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1057737.750000 Penalty: 4438.562988
	Iteration 60F: 3 clusters Score -1057738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1057742.750000 Penalty: 4438.562988
	Iteration 61Q: 3 clusters Score -1057743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1057745.750000 Penalty: 4438.562988
	Iteration 62Q: 3 clusters Score -1057746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1057748.750000 Penalty: 4438.562988
	Iteration 63Q: 3 clusters Score -1057749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1057750.125000 Penalty: 4438.562988
	Iteration 64Q: 3 clusters Score -1057750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1057749.750000 Penalty: 4438.562988
	Iteration 65Q: 3 clusters Score -1057750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1057751.625000 Penalty: 4438.562988
	Iteration 66Q: 3 clusters Score -1057752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1057751.625000 Penalty: 4438.562988
	Iteration 67F: 3 clusters Score -1057752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -126737.164062 Penalty: 1708.871094
	Iteration 0F: 2 clusters Score -126737.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -124844.773438 Penalty: 3417.742188
	Iteration 0F: 3 clusters Score -124844.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -125262.234375 Penalty: 3417.742188
	Iteration 1F: 3 clusters Score -125262.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -125594.500000 Penalty: 3417.742188
	Iteration 2F: 3 clusters Score -125594.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -125805.054688 Penalty: 3417.742188
	Iteration 3F: 3 clusters Score -125805.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -125915.312500 Penalty: 3417.742188
	Iteration 4Q: 3 clusters Score -125915.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -125999.078125 Penalty: 3417.742188
	Iteration 5Q: 3 clusters Score -125999.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -126044.820312 Penalty: 3417.742188
	Iteration 6Q: 3 clusters Score -126044.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -126065.835938 Penalty: 3417.742188
	Iteration 7Q: 3 clusters Score -126065.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -126079.375000 Penalty: 3417.742188
	Iteration 8Q: 3 clusters Score -126079.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -126086.085938 Penalty: 3417.742188
	Iteration 9Q: 3 clusters Score -126086.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -126097.046875 Penalty: 3417.742188
	Iteration 10Q: 3 clusters Score -126097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -126106.585938 Penalty: 3417.742188
	Iteration 11Q: 3 clusters Score -126106.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -126113.421875 Penalty: 3417.742188
	Iteration 12Q: 3 clusters Score -126113.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -126118.765625 Penalty: 3417.742188
	Iteration 13Q: 3 clusters Score -126118.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -126127.437500 Penalty: 3417.742188
	Iteration 14Q: 3 clusters Score -126127.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -126143.953125 Penalty: 3417.742188
	Iteration 15Q: 3 clusters Score -126144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -126162.250000 Penalty: 3417.742188
	Iteration 16Q: 3 clusters Score -126162.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -126188.578125 Penalty: 3417.742188
	Iteration 17Q: 3 clusters Score -126188.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -126208.531250 Penalty: 3417.742188
	Iteration 18Q: 3 clusters Score -126208.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -126218.898438 Penalty: 3417.742188
	Iteration 19Q: 3 clusters Score -126218.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -126223.890625 Penalty: 3417.742188
	Iteration 20F: 3 clusters Score -126223.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -126228.632812 Penalty: 3417.742188
	Iteration 21Q: 3 clusters Score -126228.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -126235.476562 Penalty: 3417.742188
	Iteration 22Q: 3 clusters Score -126235.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -126241.750000 Penalty: 3417.742188
	Iteration 23Q: 3 clusters Score -126241.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -126250.609375 Penalty: 3417.742188
	Iteration 24Q: 3 clusters Score -126250.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -126260.718750 Penalty: 3417.742188
	Iteration 25Q: 3 clusters Score -126260.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -126265.257812 Penalty: 3417.742188
	Iteration 26Q: 3 clusters Score -126265.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -126273.421875 Penalty: 3417.742188
	Iteration 27Q: 3 clusters Score -126273.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -126276.414062 Penalty: 3417.742188
	Iteration 28Q: 3 clusters Score -126276.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -126278.257812 Penalty: 3417.742188
	Iteration 29Q: 3 clusters Score -126278.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -126278.257812 Penalty: 3417.742188
	Iteration 30F: 3 clusters Score -126278.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (183354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183354 members 
Entering Unmasked Estep 
Score: -25442866.000000 Penalty: 3005.555176
	Iteration 0F: 2 clusters Score -2.544287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91582 members 
Mstep: Class 2 contains 91772 members 
Entering Unmasked Estep 
Score: -25326748.000000 Penalty: 6011.110352
	Iteration 0F: 3 clusters Score -2.532675e+07 nChanged 88141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87917 members 
Mstep: Class 2 contains 95437 members 
Entering Unmasked Estep 
Score: -25378326.000000 Penalty: 6011.110352
	Iteration 1F: 3 clusters Score -2.537833e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85552 members 
Mstep: Class 2 contains 97802 members 
Entering Unmasked Estep 
Score: -25379614.000000 Penalty: 6011.110352
	Iteration 2Q: 3 clusters Score -2.537961e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81952 members 
Mstep: Class 2 contains 101402 members 
Entering Unmasked Estep 
Score: -25381010.000000 Penalty: 6011.110352
	Iteration 3Q: 3 clusters Score -2.538101e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76403 members 
Mstep: Class 2 contains 106951 members 
Entering Unmasked Estep 
Score: -25383168.000000 Penalty: 6011.110352
	Iteration 4Q: 3 clusters Score -2.538317e+07 nChanged 8818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68441 members 
Mstep: Class 2 contains 114913 members 
Entering Unmasked Estep 
Score: -25386820.000000 Penalty: 6011.110352
	Iteration 5Q: 3 clusters Score -2.538682e+07 nChanged 11520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57401 members 
Mstep: Class 2 contains 125953 members 
Entering Unmasked Estep 
Score: -25393266.000000 Penalty: 6011.110352
	Iteration 6F: 3 clusters Score -2.539327e+07 nChanged 14421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 140218 members 
Entering Unmasked Estep 
Score: -25402996.000000 Penalty: 6011.110352
	Iteration 7F: 3 clusters Score -2.5403e+07 nChanged 15681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 155877 members 
Entering Unmasked Estep 
Score: -25415324.000000 Penalty: 6011.110352
	Iteration 8F: 3 clusters Score -2.541532e+07 nChanged 13708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 169585 members 
Entering Unmasked Estep 
Score: -25427614.000000 Penalty: 6011.110352
	Iteration 9F: 3 clusters Score -2.542761e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 178344 members 
Entering Unmasked Estep 
Score: -25435652.000000 Penalty: 6011.110352
	Iteration 10Q: 3 clusters Score -2.543565e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 181953 members 
Entering Unmasked Estep 
Score: -25439014.000000 Penalty: 6011.110352
	Iteration 11Q: 3 clusters Score -2.543901e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 182874 members 
Entering Unmasked Estep 
Score: -25439778.000000 Penalty: 6011.110352
	Iteration 12Q: 3 clusters Score -2.543978e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 183064 members 
Entering Unmasked Estep 
Score: -25440018.000000 Penalty: 6011.110352
	Iteration 13Q: 3 clusters Score -2.544002e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 183106 members 
Entering Unmasked Estep 
Score: -25440102.000000 Penalty: 6011.110352
	Iteration 14Q: 3 clusters Score -2.54401e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 183127 members 
Entering Unmasked Estep 
Score: -25440182.000000 Penalty: 6011.110352
	Iteration 15Q: 3 clusters Score -2.544018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 183131 members 
Entering Unmasked Estep 
Score: -25440220.000000 Penalty: 6011.110352
	Iteration 16Q: 3 clusters Score -2.544022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 183134 members 
Entering Unmasked Estep 
Score: -25440212.000000 Penalty: 6011.110352
	Iteration 17Q: 3 clusters Score -2.544021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 183133 members 
Entering Unmasked Estep 
Score: -25440210.000000 Penalty: 6011.110352
	Iteration 18Q: 3 clusters Score -2.544021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 183133 members 
Entering Unmasked Estep 
Score: -25440218.000000 Penalty: 6011.110352
	Iteration 19Q: 3 clusters Score -2.544022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 183136 members 
Entering Unmasked Estep 
Score: -25440232.000000 Penalty: 6011.110352
	Iteration 20F: 3 clusters Score -2.544023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 183138 members 
Entering Unmasked Estep 
Score: -25440224.000000 Penalty: 6011.110352
	Iteration 21Q: 3 clusters Score -2.544022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 183138 members 
Entering Unmasked Estep 
Score: -25440238.000000 Penalty: 6011.110352
	Iteration 22Q: 3 clusters Score -2.544024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 183139 members 
Entering Unmasked Estep 
Score: -25440242.000000 Penalty: 6011.110352
	Iteration 23Q: 3 clusters Score -2.544024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 183140 members 
Entering Unmasked Estep 
Score: -25440236.000000 Penalty: 6011.110352
	Iteration 24Q: 3 clusters Score -2.544024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 183140 members 
Entering Unmasked Estep 
Score: -25440236.000000 Penalty: 6011.110352
	Iteration 25F: 3 clusters Score -2.544024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -66624.679688 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -66624.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -65091.894531 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -65091.89 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -65270.070312 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -65270.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65333.691406 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -65333.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -65402.812500 Penalty: 3118.777832
	Iteration 3Q: 3 clusters Score -65402.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65474.355469 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -65474.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65547.335938 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -65547.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -65651.664062 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -65651.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65856.820312 Penalty: 3118.777832
	Iteration 7F: 3 clusters Score -65856.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65979.117188 Penalty: 3118.777832
	Iteration 8F: 3 clusters Score -65979.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66055.335938 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -66055.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66144.789062 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -66144.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66223.671875 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -66223.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66261.750000 Penalty: 3118.777832
	Iteration 12Q: 3 clusters Score -66261.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66276.140625 Penalty: 3118.777832
	Iteration 13Q: 3 clusters Score -66276.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66284.976562 Penalty: 3118.777832
	Iteration 14Q: 3 clusters Score -66284.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66311.609375 Penalty: 3118.777832
	Iteration 15Q: 3 clusters Score -66311.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66312.976562 Penalty: 3118.777832
	Iteration 16Q: 3 clusters Score -66312.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66313.601562 Penalty: 3118.777832
	Iteration 17Q: 3 clusters Score -66313.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66315.507812 Penalty: 3118.777832
	Iteration 18Q: 3 clusters Score -66315.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66331.476562 Penalty: 3118.777832
	Iteration 19F: 3 clusters Score -66331.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66456.484375 Penalty: 3118.777832
	Iteration 20F: 3 clusters Score -66456.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66634.250000 Penalty: 3118.777832
	Iteration 21Q: 3 clusters Score -66634.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66718.578125 Penalty: 3118.777832
	Iteration 22Q: 3 clusters Score -66718.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -66745.242188 Penalty: 3118.777832
	Iteration 23Q: 3 clusters Score -66745.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -66765.101562 Penalty: 3118.777832
	Iteration 24Q: 3 clusters Score -66765.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -66774.476562 Penalty: 3118.777832
	Iteration 25Q: 3 clusters Score -66774.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -66775.343750 Penalty: 3118.777832
	Iteration 26Q: 3 clusters Score -66775.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -66775.343750 Penalty: 3118.777832
	Iteration 27F: 3 clusters Score -66775.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 141833 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55264 members 
Mstep: Class 5 contains 8261 members 
Mstep: Class 6 contains 49115 members 
Mstep: Class 7 contains 10837 members 
Mstep: Class 8 contains 34606 members 
Mstep: Class 9 contains 42429 members 
Mstep: Class 10 contains 14132 members 
Mstep: Class 11 contains 36573 members 
Mstep: Class 12 contains 48222 members 
Mstep: Class 13 contains 379 members 
Mstep: Class 14 contains 83823 members 
Mstep: Class 15 contains 38315 members 
Mstep: Class 16 contains 65928 members 
Mstep: Class 17 contains 140901 members 
Mstep: Class 18 contains 30862 members 
Mstep: Class 19 contains 7698 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 183354 members 
Mstep: Class 22 contains 159 members 
Mstep: Class 23 contains 2719 members 
Mstep: Class 24 contains 17768 members 
Mstep: Class 25 contains 6912 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5533 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2698 members 
Entering Unmasked Estep 
Score: -142941840.000000 Penalty: 103175.226562
Splitting cluster 22 changes total score from -142943504.000000 to -142941840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (2719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Entering Unmasked Estep 
Score: -358484.187500 Penalty: 1961.188843
	Iteration 0F: 2 clusters Score -358484.2 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 1363 members 
Entering Unmasked Estep 
Score: -355430.718750 Penalty: 3922.377686
	Iteration 0F: 3 clusters Score -355430.7 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -356073.562500 Penalty: 3922.377686
	Iteration 1F: 3 clusters Score -356073.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -356276.906250 Penalty: 3922.377686
	Iteration 2F: 3 clusters Score -356276.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -356393.375000 Penalty: 3922.377686
	Iteration 3F: 3 clusters Score -356393.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -356466.625000 Penalty: 3922.377686
	Iteration 4Q: 3 clusters Score -356466.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -356517.468750 Penalty: 3922.377686
	Iteration 5Q: 3 clusters Score -356517.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -356578.125000 Penalty: 3922.377686
	Iteration 6Q: 3 clusters Score -356578.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -356637.125000 Penalty: 3922.377686
	Iteration 7Q: 3 clusters Score -356637.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -356709.531250 Penalty: 3922.377686
	Iteration 8Q: 3 clusters Score -356709.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -356774.750000 Penalty: 3922.377686
	Iteration 9Q: 3 clusters Score -356774.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -356836.906250 Penalty: 3922.377686
	Iteration 10Q: 3 clusters Score -356836.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -356880.562500 Penalty: 3922.377686
	Iteration 11Q: 3 clusters Score -356880.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -356921.812500 Penalty: 3922.377686
	Iteration 12Q: 3 clusters Score -356921.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -356965.156250 Penalty: 3922.377686
	Iteration 13Q: 3 clusters Score -356965.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -357009.437500 Penalty: 3922.377686
	Iteration 14Q: 3 clusters Score -357009.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -357041.000000 Penalty: 3922.377686
	Iteration 15Q: 3 clusters Score -357041 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -357062.406250 Penalty: 3922.377686
	Iteration 16Q: 3 clusters Score -357062.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -357088.031250 Penalty: 3922.377686
	Iteration 17Q: 3 clusters Score -357088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -357114.718750 Penalty: 3922.377686
	Iteration 18Q: 3 clusters Score -357114.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -357142.312500 Penalty: 3922.377686
	Iteration 19Q: 3 clusters Score -357142.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -357167.562500 Penalty: 3922.377686
	Iteration 20F: 3 clusters Score -357167.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -357181.968750 Penalty: 3922.377686
	Iteration 21Q: 3 clusters Score -357182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -357192.562500 Penalty: 3922.377686
	Iteration 22Q: 3 clusters Score -357192.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -357205.406250 Penalty: 3922.377686
	Iteration 23Q: 3 clusters Score -357205.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -357212.218750 Penalty: 3922.377686
	Iteration 24Q: 3 clusters Score -357212.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -357216.125000 Penalty: 3922.377686
	Iteration 25Q: 3 clusters Score -357216.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -357221.000000 Penalty: 3922.377686
	Iteration 26Q: 3 clusters Score -357221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -357225.875000 Penalty: 3922.377686
	Iteration 27Q: 3 clusters Score -357225.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -357230.500000 Penalty: 3922.377686
	Iteration 28Q: 3 clusters Score -357230.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -357235.531250 Penalty: 3922.377686
	Iteration 29Q: 3 clusters Score -357235.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -357239.937500 Penalty: 3922.377686
	Iteration 30Q: 3 clusters Score -357239.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -357240.937500 Penalty: 3922.377686
	Iteration 31Q: 3 clusters Score -357240.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -357241.625000 Penalty: 3922.377686
	Iteration 32Q: 3 clusters Score -357241.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -357242.750000 Penalty: 3922.377686
	Iteration 33Q: 3 clusters Score -357242.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -357243.281250 Penalty: 3922.377686
	Iteration 34Q: 3 clusters Score -357243.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -357244.406250 Penalty: 3922.377686
	Iteration 35Q: 3 clusters Score -357244.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -357244.718750 Penalty: 3922.377686
	Iteration 36Q: 3 clusters Score -357244.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -357245.281250 Penalty: 3922.377686
	Iteration 37Q: 3 clusters Score -357245.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -357245.281250 Penalty: 3922.377686
	Iteration 38F: 3 clusters Score -357245.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Entering Unmasked Estep 
Score: -2430962.250000 Penalty: 2426.718262
	Iteration 0F: 2 clusters Score -2430962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2418363.250000 Penalty: 4853.436523
	Iteration 0F: 3 clusters Score -2418363 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2422644.500000 Penalty: 4853.436523
	Iteration 1F: 3 clusters Score -2422644 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2423254.750000 Penalty: 4853.436523
	Iteration 2F: 3 clusters Score -2423255 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2423976.500000 Penalty: 4853.436523
	Iteration 3F: 3 clusters Score -2423976 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2424818.000000 Penalty: 4853.436523
	Iteration 4F: 3 clusters Score -2424818 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2425680.000000 Penalty: 4853.436523
	Iteration 5F: 3 clusters Score -2425680 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2426421.750000 Penalty: 4853.436523
	Iteration 6F: 3 clusters Score -2426422 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2427040.000000 Penalty: 4853.436523
	Iteration 7F: 3 clusters Score -2427040 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2427456.250000 Penalty: 4853.436523
	Iteration 8Q: 3 clusters Score -2427456 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2427762.500000 Penalty: 4853.436523
	Iteration 9Q: 3 clusters Score -2427762 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2428033.500000 Penalty: 4853.436523
	Iteration 10Q: 3 clusters Score -2428034 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2428311.500000 Penalty: 4853.436523
	Iteration 11Q: 3 clusters Score -2428312 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2428605.500000 Penalty: 4853.436523
	Iteration 12Q: 3 clusters Score -2428606 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2428924.250000 Penalty: 4853.436523
	Iteration 13Q: 3 clusters Score -2428924 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2429225.000000 Penalty: 4853.436523
	Iteration 14Q: 3 clusters Score -2429225 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2429487.750000 Penalty: 4853.436523
	Iteration 15Q: 3 clusters Score -2429488 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2429665.250000 Penalty: 4853.436523
	Iteration 16Q: 3 clusters Score -2429665 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2429752.500000 Penalty: 4853.436523
	Iteration 17Q: 3 clusters Score -2429752 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2429813.500000 Penalty: 4853.436523
	Iteration 18Q: 3 clusters Score -2429814 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2429858.500000 Penalty: 4853.436523
	Iteration 19Q: 3 clusters Score -2429858 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2429884.750000 Penalty: 4853.436523
	Iteration 20F: 3 clusters Score -2429885 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2429900.000000 Penalty: 4853.436523
	Iteration 21Q: 3 clusters Score -2429900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2429910.000000 Penalty: 4853.436523
	Iteration 22Q: 3 clusters Score -2429910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2429915.750000 Penalty: 4853.436523
	Iteration 23Q: 3 clusters Score -2429916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2429920.250000 Penalty: 4853.436523
	Iteration 24Q: 3 clusters Score -2429920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2429921.500000 Penalty: 4853.436523
	Iteration 25Q: 3 clusters Score -2429922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2429931.750000 Penalty: 4853.436523
	Iteration 26Q: 3 clusters Score -2429932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2429938.500000 Penalty: 4853.436523
	Iteration 27Q: 3 clusters Score -2429938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2429937.500000 Penalty: 4853.436523
	Iteration 28Q: 3 clusters Score -2429938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2429937.750000 Penalty: 4853.436523
	Iteration 29Q: 3 clusters Score -2429938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2429935.500000 Penalty: 4853.436523
	Iteration 30Q: 3 clusters Score -2429936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2429938.000000 Penalty: 4853.436523
	Iteration 31Q: 3 clusters Score -2429938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2429936.750000 Penalty: 4853.436523
	Iteration 32Q: 3 clusters Score -2429937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2429935.000000 Penalty: 4853.436523
	Iteration 33Q: 3 clusters Score -2429935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2429943.500000 Penalty: 4853.436523
	Iteration 34Q: 3 clusters Score -2429944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2429945.500000 Penalty: 4853.436523
	Iteration 35Q: 3 clusters Score -2429946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2429945.500000 Penalty: 4853.436523
	Iteration 36F: 3 clusters Score -2429946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Entering Unmasked Estep 
Score: -920149.375000 Penalty: 2192.571533
	Iteration 0F: 2 clusters Score -920149.4 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 3471 members 
Entering Unmasked Estep 
Score: -914429.062500 Penalty: 4385.143066
	Iteration 0F: 3 clusters Score -914429.1 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -916144.250000 Penalty: 4385.143066
	Iteration 1F: 3 clusters Score -916144.2 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -916794.500000 Penalty: 4385.143066
	Iteration 2F: 3 clusters Score -916794.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -917410.812500 Penalty: 4385.143066
	Iteration 3F: 3 clusters Score -917410.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -917983.125000 Penalty: 4385.143066
	Iteration 4F: 3 clusters Score -917983.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -918487.937500 Penalty: 4385.143066
	Iteration 5F: 3 clusters Score -918487.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -918942.250000 Penalty: 4385.143066
	Iteration 6F: 3 clusters Score -918942.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -919298.500000 Penalty: 4385.143066
	Iteration 7Q: 3 clusters Score -919298.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -919535.625000 Penalty: 4385.143066
	Iteration 8Q: 3 clusters Score -919535.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -919677.375000 Penalty: 4385.143066
	Iteration 9Q: 3 clusters Score -919677.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -919776.937500 Penalty: 4385.143066
	Iteration 10Q: 3 clusters Score -919776.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -919846.375000 Penalty: 4385.143066
	Iteration 11Q: 3 clusters Score -919846.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -919894.500000 Penalty: 4385.143066
	Iteration 12Q: 3 clusters Score -919894.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -919932.187500 Penalty: 4385.143066
	Iteration 13Q: 3 clusters Score -919932.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -919961.625000 Penalty: 4385.143066
	Iteration 14Q: 3 clusters Score -919961.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -919984.375000 Penalty: 4385.143066
	Iteration 15Q: 3 clusters Score -919984.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -920000.437500 Penalty: 4385.143066
	Iteration 16Q: 3 clusters Score -920000.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -920008.500000 Penalty: 4385.143066
	Iteration 17Q: 3 clusters Score -920008.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -920017.937500 Penalty: 4385.143066
	Iteration 18Q: 3 clusters Score -920017.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -920023.562500 Penalty: 4385.143066
	Iteration 19Q: 3 clusters Score -920023.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -920030.937500 Penalty: 4385.143066
	Iteration 20F: 3 clusters Score -920030.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -920038.937500 Penalty: 4385.143066
	Iteration 21Q: 3 clusters Score -920038.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -920047.625000 Penalty: 4385.143066
	Iteration 22Q: 3 clusters Score -920047.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -920050.437500 Penalty: 4385.143066
	Iteration 23Q: 3 clusters Score -920050.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -920055.437500 Penalty: 4385.143066
	Iteration 24Q: 3 clusters Score -920055.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -920057.812500 Penalty: 4385.143066
	Iteration 25Q: 3 clusters Score -920057.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -920062.187500 Penalty: 4385.143066
	Iteration 26Q: 3 clusters Score -920062.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -920065.875000 Penalty: 4385.143066
	Iteration 27Q: 3 clusters Score -920065.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -920069.750000 Penalty: 4385.143066
	Iteration 28Q: 3 clusters Score -920069.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -920070.875000 Penalty: 4385.143066
	Iteration 29Q: 3 clusters Score -920070.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -920076.062500 Penalty: 4385.143066
	Iteration 30Q: 3 clusters Score -920076.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -920079.437500 Penalty: 4385.143066
	Iteration 31Q: 3 clusters Score -920079.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -920079.187500 Penalty: 4385.143066
	Iteration 32Q: 3 clusters Score -920079.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -920080.250000 Penalty: 4385.143066
	Iteration 33Q: 3 clusters Score -920080.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -920082.562500 Penalty: 4385.143066
	Iteration 34Q: 3 clusters Score -920082.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -920081.750000 Penalty: 4385.143066
	Iteration 35Q: 3 clusters Score -920081.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -920084.375000 Penalty: 4385.143066
	Iteration 36Q: 3 clusters Score -920084.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -920084.375000 Penalty: 4385.143066
	Iteration 37F: 3 clusters Score -920084.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Entering Unmasked Estep 
Score: -954809.687500 Penalty: 2194.501709
	Iteration 0F: 2 clusters Score -954809.7 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 3490 members 
Entering Unmasked Estep 
Score: -949061.062500 Penalty: 4389.003418
	Iteration 0F: 3 clusters Score -949061.1 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -950528.750000 Penalty: 4389.003418
	Iteration 1F: 3 clusters Score -950528.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -950805.250000 Penalty: 4389.003418
	Iteration 2F: 3 clusters Score -950805.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -950990.000000 Penalty: 4389.003418
	Iteration 3F: 3 clusters Score -950990 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -951132.875000 Penalty: 4389.003418
	Iteration 4Q: 3 clusters Score -951132.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -951242.500000 Penalty: 4389.003418
	Iteration 5Q: 3 clusters Score -951242.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -951315.937500 Penalty: 4389.003418
	Iteration 6Q: 3 clusters Score -951315.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -951371.250000 Penalty: 4389.003418
	Iteration 7Q: 3 clusters Score -951371.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -951427.750000 Penalty: 4389.003418
	Iteration 8Q: 3 clusters Score -951427.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -951471.625000 Penalty: 4389.003418
	Iteration 9Q: 3 clusters Score -951471.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -951511.000000 Penalty: 4389.003418
	Iteration 10Q: 3 clusters Score -951511 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -951549.437500 Penalty: 4389.003418
	Iteration 11Q: 3 clusters Score -951549.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -951587.437500 Penalty: 4389.003418
	Iteration 12Q: 3 clusters Score -951587.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -951631.937500 Penalty: 4389.003418
	Iteration 13Q: 3 clusters Score -951631.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -951676.562500 Penalty: 4389.003418
	Iteration 14Q: 3 clusters Score -951676.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -951719.937500 Penalty: 4389.003418
	Iteration 15Q: 3 clusters Score -951719.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -951757.437500 Penalty: 4389.003418
	Iteration 16Q: 3 clusters Score -951757.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -951799.687500 Penalty: 4389.003418
	Iteration 17Q: 3 clusters Score -951799.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -951837.750000 Penalty: 4389.003418
	Iteration 18Q: 3 clusters Score -951837.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -951876.750000 Penalty: 4389.003418
	Iteration 19Q: 3 clusters Score -951876.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -951912.437500 Penalty: 4389.003418
	Iteration 20F: 3 clusters Score -951912.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -951958.312500 Penalty: 4389.003418
	Iteration 21Q: 3 clusters Score -951958.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -951999.625000 Penalty: 4389.003418
	Iteration 22Q: 3 clusters Score -951999.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -952038.687500 Penalty: 4389.003418
	Iteration 23Q: 3 clusters Score -952038.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -952084.875000 Penalty: 4389.003418
	Iteration 24Q: 3 clusters Score -952084.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -952123.812500 Penalty: 4389.003418
	Iteration 25Q: 3 clusters Score -952123.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -952153.375000 Penalty: 4389.003418
	Iteration 26Q: 3 clusters Score -952153.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -952177.812500 Penalty: 4389.003418
	Iteration 27Q: 3 clusters Score -952177.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -952198.750000 Penalty: 4389.003418
	Iteration 28Q: 3 clusters Score -952198.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -952214.937500 Penalty: 4389.003418
	Iteration 29Q: 3 clusters Score -952214.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -952237.062500 Penalty: 4389.003418
	Iteration 30Q: 3 clusters Score -952237.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -952260.000000 Penalty: 4389.003418
	Iteration 31Q: 3 clusters Score -952260 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -952279.000000 Penalty: 4389.003418
	Iteration 32Q: 3 clusters Score -952279 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -952300.187500 Penalty: 4389.003418
	Iteration 33Q: 3 clusters Score -952300.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -952315.062500 Penalty: 4389.003418
	Iteration 34Q: 3 clusters Score -952315.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -952333.375000 Penalty: 4389.003418
	Iteration 35Q: 3 clusters Score -952333.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -952352.750000 Penalty: 4389.003418
	Iteration 36Q: 3 clusters Score -952352.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -952372.312500 Penalty: 4389.003418
	Iteration 37Q: 3 clusters Score -952372.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -952394.250000 Penalty: 4389.003418
	Iteration 38Q: 3 clusters Score -952394.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -952414.062500 Penalty: 4389.003418
	Iteration 39Q: 3 clusters Score -952414.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -952439.812500 Penalty: 4389.003418
	Iteration 40F: 3 clusters Score -952439.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -952459.625000 Penalty: 4389.003418
	Iteration 41Q: 3 clusters Score -952459.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -952472.687500 Penalty: 4389.003418
	Iteration 42Q: 3 clusters Score -952472.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -952483.750000 Penalty: 4389.003418
	Iteration 43Q: 3 clusters Score -952483.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -952492.375000 Penalty: 4389.003418
	Iteration 44Q: 3 clusters Score -952492.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -952502.562500 Penalty: 4389.003418
	Iteration 45Q: 3 clusters Score -952502.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -952517.250000 Penalty: 4389.003418
	Iteration 46Q: 3 clusters Score -952517.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -952526.500000 Penalty: 4389.003418
	Iteration 47Q: 3 clusters Score -952526.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -952533.500000 Penalty: 4389.003418
	Iteration 48Q: 3 clusters Score -952533.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -952542.250000 Penalty: 4389.003418
	Iteration 49Q: 3 clusters Score -952542.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -952551.125000 Penalty: 4389.003418
	Iteration 50Q: 3 clusters Score -952551.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -952565.750000 Penalty: 4389.003418
	Iteration 51Q: 3 clusters Score -952565.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -952578.375000 Penalty: 4389.003418
	Iteration 52Q: 3 clusters Score -952578.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -952591.750000 Penalty: 4389.003418
	Iteration 53Q: 3 clusters Score -952591.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -952604.312500 Penalty: 4389.003418
	Iteration 54Q: 3 clusters Score -952604.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -952611.250000 Penalty: 4389.003418
	Iteration 55Q: 3 clusters Score -952611.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -952615.062500 Penalty: 4389.003418
	Iteration 56Q: 3 clusters Score -952615.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -952619.562500 Penalty: 4389.003418
	Iteration 57Q: 3 clusters Score -952619.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -952623.625000 Penalty: 4389.003418
	Iteration 58Q: 3 clusters Score -952623.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -952624.625000 Penalty: 4389.003418
	Iteration 59Q: 3 clusters Score -952624.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -952629.000000 Penalty: 4389.003418
	Iteration 60F: 3 clusters Score -952629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -952632.250000 Penalty: 4389.003418
	Iteration 61Q: 3 clusters Score -952632.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -952635.625000 Penalty: 4389.003418
	Iteration 62Q: 3 clusters Score -952635.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -952635.562500 Penalty: 4389.003418
	Iteration 63Q: 3 clusters Score -952635.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -952640.250000 Penalty: 4389.003418
	Iteration 64Q: 3 clusters Score -952640.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -952642.750000 Penalty: 4389.003418
	Iteration 65Q: 3 clusters Score -952642.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -952645.437500 Penalty: 4389.003418
	Iteration 66Q: 3 clusters Score -952645.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -952650.625000 Penalty: 4389.003418
	Iteration 67Q: 3 clusters Score -952650.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -952652.562500 Penalty: 4389.003418
	Iteration 68Q: 3 clusters Score -952652.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -952658.625000 Penalty: 4389.003418
	Iteration 69Q: 3 clusters Score -952658.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -952665.812500 Penalty: 4389.003418
	Iteration 70Q: 3 clusters Score -952665.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -952672.312500 Penalty: 4389.003418
	Iteration 71Q: 3 clusters Score -952672.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -952675.312500 Penalty: 4389.003418
	Iteration 72Q: 3 clusters Score -952675.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -952680.750000 Penalty: 4389.003418
	Iteration 73Q: 3 clusters Score -952680.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -952687.250000 Penalty: 4389.003418
	Iteration 74Q: 3 clusters Score -952687.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -952692.875000 Penalty: 4389.003418
	Iteration 75Q: 3 clusters Score -952692.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -952703.125000 Penalty: 4389.003418
	Iteration 76Q: 3 clusters Score -952703.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -952718.875000 Penalty: 4389.003418
	Iteration 77Q: 3 clusters Score -952718.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -952730.625000 Penalty: 4389.003418
	Iteration 78Q: 3 clusters Score -952730.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -952745.062500 Penalty: 4389.003418
	Iteration 79Q: 3 clusters Score -952745.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -952757.375000 Penalty: 4389.003418
	Iteration 80F: 3 clusters Score -952757.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -952768.000000 Penalty: 4389.003418
	Iteration 81Q: 3 clusters Score -952768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -952775.812500 Penalty: 4389.003418
	Iteration 82Q: 3 clusters Score -952775.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -952782.000000 Penalty: 4389.003418
	Iteration 83Q: 3 clusters Score -952782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -952789.375000 Penalty: 4389.003418
	Iteration 84Q: 3 clusters Score -952789.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -952796.937500 Penalty: 4389.003418
	Iteration 85Q: 3 clusters Score -952796.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -952805.625000 Penalty: 4389.003418
	Iteration 86Q: 3 clusters Score -952805.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -952809.562500 Penalty: 4389.003418
	Iteration 87Q: 3 clusters Score -952809.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -952810.375000 Penalty: 4389.003418
	Iteration 88Q: 3 clusters Score -952810.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -952812.500000 Penalty: 4389.003418
	Iteration 89Q: 3 clusters Score -952812.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -952812.375000 Penalty: 4389.003418
	Iteration 90Q: 3 clusters Score -952812.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -952813.687500 Penalty: 4389.003418
	Iteration 91Q: 3 clusters Score -952813.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -952817.812500 Penalty: 4389.003418
	Iteration 92Q: 3 clusters Score -952817.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -952821.125000 Penalty: 4389.003418
	Iteration 93Q: 3 clusters Score -952821.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -952825.750000 Penalty: 4389.003418
	Iteration 94Q: 3 clusters Score -952825.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -952829.125000 Penalty: 4389.003418
	Iteration 95Q: 3 clusters Score -952829.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -952829.812500 Penalty: 4389.003418
	Iteration 96Q: 3 clusters Score -952829.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -952830.375000 Penalty: 4389.003418
	Iteration 97Q: 3 clusters Score -952830.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -952830.375000 Penalty: 4389.003418
	Iteration 98F: 3 clusters Score -952830.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Entering Unmasked Estep 
Score: -746171.250000 Penalty: 2137.384277
	Iteration 0F: 2 clusters Score -746171.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -741348.312500 Penalty: 4274.768555
	Iteration 0F: 3 clusters Score -741348.3 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -742544.687500 Penalty: 4274.768555
	Iteration 1F: 3 clusters Score -742544.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -742784.125000 Penalty: 4274.768555
	Iteration 2F: 3 clusters Score -742784.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -742950.750000 Penalty: 4274.768555
	Iteration 3F: 3 clusters Score -742950.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -743080.625000 Penalty: 4274.768555
	Iteration 4Q: 3 clusters Score -743080.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -743177.812500 Penalty: 4274.768555
	Iteration 5Q: 3 clusters Score -743177.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -743267.625000 Penalty: 4274.768555
	Iteration 6Q: 3 clusters Score -743267.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -743362.937500 Penalty: 4274.768555
	Iteration 7Q: 3 clusters Score -743362.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -743489.750000 Penalty: 4274.768555
	Iteration 8Q: 3 clusters Score -743489.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -743635.812500 Penalty: 4274.768555
	Iteration 9Q: 3 clusters Score -743635.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -743780.562500 Penalty: 4274.768555
	Iteration 10Q: 3 clusters Score -743780.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -743915.812500 Penalty: 4274.768555
	Iteration 11Q: 3 clusters Score -743915.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -744067.187500 Penalty: 4274.768555
	Iteration 12Q: 3 clusters Score -744067.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -744217.625000 Penalty: 4274.768555
	Iteration 13Q: 3 clusters Score -744217.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -744365.937500 Penalty: 4274.768555
	Iteration 14Q: 3 clusters Score -744365.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -744455.500000 Penalty: 4274.768555
	Iteration 15Q: 3 clusters Score -744455.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -744521.312500 Penalty: 4274.768555
	Iteration 16Q: 3 clusters Score -744521.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -744565.812500 Penalty: 4274.768555
	Iteration 17Q: 3 clusters Score -744565.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -744615.937500 Penalty: 4274.768555
	Iteration 18Q: 3 clusters Score -744615.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -744657.437500 Penalty: 4274.768555
	Iteration 19Q: 3 clusters Score -744657.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -744683.562500 Penalty: 4274.768555
	Iteration 20F: 3 clusters Score -744683.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -744704.875000 Penalty: 4274.768555
	Iteration 21Q: 3 clusters Score -744704.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -744717.250000 Penalty: 4274.768555
	Iteration 22Q: 3 clusters Score -744717.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -744733.062500 Penalty: 4274.768555
	Iteration 23Q: 3 clusters Score -744733.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -744742.375000 Penalty: 4274.768555
	Iteration 24Q: 3 clusters Score -744742.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -744752.125000 Penalty: 4274.768555
	Iteration 25Q: 3 clusters Score -744752.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -744759.312500 Penalty: 4274.768555
	Iteration 26Q: 3 clusters Score -744759.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -744767.625000 Penalty: 4274.768555
	Iteration 27Q: 3 clusters Score -744767.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -744782.937500 Penalty: 4274.768555
	Iteration 28Q: 3 clusters Score -744782.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -744796.062500 Penalty: 4274.768555
	Iteration 29Q: 3 clusters Score -744796.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -744807.250000 Penalty: 4274.768555
	Iteration 30Q: 3 clusters Score -744807.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -744818.875000 Penalty: 4274.768555
	Iteration 31Q: 3 clusters Score -744818.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -744832.625000 Penalty: 4274.768555
	Iteration 32Q: 3 clusters Score -744832.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -744849.625000 Penalty: 4274.768555
	Iteration 33Q: 3 clusters Score -744849.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -744875.750000 Penalty: 4274.768555
	Iteration 34Q: 3 clusters Score -744875.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -744899.312500 Penalty: 4274.768555
	Iteration 35Q: 3 clusters Score -744899.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -744924.937500 Penalty: 4274.768555
	Iteration 36Q: 3 clusters Score -744924.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -744949.312500 Penalty: 4274.768555
	Iteration 37Q: 3 clusters Score -744949.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -744981.562500 Penalty: 4274.768555
	Iteration 38Q: 3 clusters Score -744981.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -745014.875000 Penalty: 4274.768555
	Iteration 39Q: 3 clusters Score -745014.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -745046.937500 Penalty: 4274.768555
	Iteration 40F: 3 clusters Score -745046.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -745070.312500 Penalty: 4274.768555
	Iteration 41Q: 3 clusters Score -745070.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -745090.437500 Penalty: 4274.768555
	Iteration 42Q: 3 clusters Score -745090.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -745108.250000 Penalty: 4274.768555
	Iteration 43Q: 3 clusters Score -745108.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -745129.187500 Penalty: 4274.768555
	Iteration 44Q: 3 clusters Score -745129.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -745147.750000 Penalty: 4274.768555
	Iteration 45Q: 3 clusters Score -745147.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -745169.312500 Penalty: 4274.768555
	Iteration 46Q: 3 clusters Score -745169.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -745195.000000 Penalty: 4274.768555
	Iteration 47Q: 3 clusters Score -745195 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -745227.812500 Penalty: 4274.768555
	Iteration 48Q: 3 clusters Score -745227.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -745256.250000 Penalty: 4274.768555
	Iteration 49Q: 3 clusters Score -745256.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -745289.937500 Penalty: 4274.768555
	Iteration 50Q: 3 clusters Score -745289.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -745323.125000 Penalty: 4274.768555
	Iteration 51Q: 3 clusters Score -745323.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -745353.750000 Penalty: 4274.768555
	Iteration 52Q: 3 clusters Score -745353.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -745386.250000 Penalty: 4274.768555
	Iteration 53Q: 3 clusters Score -745386.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -745421.187500 Penalty: 4274.768555
	Iteration 54Q: 3 clusters Score -745421.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -745467.500000 Penalty: 4274.768555
	Iteration 55Q: 3 clusters Score -745467.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -745513.375000 Penalty: 4274.768555
	Iteration 56Q: 3 clusters Score -745513.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -745550.000000 Penalty: 4274.768555
	Iteration 57Q: 3 clusters Score -745550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -745562.937500 Penalty: 4274.768555
	Iteration 58Q: 3 clusters Score -745562.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -745574.250000 Penalty: 4274.768555
	Iteration 59Q: 3 clusters Score -745574.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -745586.437500 Penalty: 4274.768555
	Iteration 60F: 3 clusters Score -745586.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -745596.562500 Penalty: 4274.768555
	Iteration 61Q: 3 clusters Score -745596.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -745606.125000 Penalty: 4274.768555
	Iteration 62Q: 3 clusters Score -745606.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -745609.312500 Penalty: 4274.768555
	Iteration 63Q: 3 clusters Score -745609.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -745617.187500 Penalty: 4274.768555
	Iteration 64Q: 3 clusters Score -745617.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -745622.250000 Penalty: 4274.768555
	Iteration 65Q: 3 clusters Score -745622.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -745628.562500 Penalty: 4274.768555
	Iteration 66Q: 3 clusters Score -745628.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -745635.500000 Penalty: 4274.768555
	Iteration 67Q: 3 clusters Score -745635.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -745642.375000 Penalty: 4274.768555
	Iteration 68Q: 3 clusters Score -745642.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -745647.125000 Penalty: 4274.768555
	Iteration 69Q: 3 clusters Score -745647.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -745647.000000 Penalty: 4274.768555
	Iteration 70Q: 3 clusters Score -745647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -745649.625000 Penalty: 4274.768555
	Iteration 71Q: 3 clusters Score -745649.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -745651.437500 Penalty: 4274.768555
	Iteration 72Q: 3 clusters Score -745651.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -745651.437500 Penalty: 4274.768555
	Iteration 73F: 3 clusters Score -745651.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Entering Unmasked Estep 
Score: -863526.625000 Penalty: 2174.027100
	Iteration 0F: 2 clusters Score -863526.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -858121.000000 Penalty: 4348.054199
	Iteration 0F: 3 clusters Score -858121 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -859632.500000 Penalty: 4348.054199
	Iteration 1F: 3 clusters Score -859632.5 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -859979.000000 Penalty: 4348.054199
	Iteration 2F: 3 clusters Score -859979 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -860274.562500 Penalty: 4348.054199
	Iteration 3F: 3 clusters Score -860274.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -860647.937500 Penalty: 4348.054199
	Iteration 4F: 3 clusters Score -860647.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -861120.250000 Penalty: 4348.054199
	Iteration 5F: 3 clusters Score -861120.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -861635.125000 Penalty: 4348.054199
	Iteration 6F: 3 clusters Score -861635.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -862080.375000 Penalty: 4348.054199
	Iteration 7F: 3 clusters Score -862080.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -862423.312500 Penalty: 4348.054199
	Iteration 8F: 3 clusters Score -862423.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -862644.750000 Penalty: 4348.054199
	Iteration 9Q: 3 clusters Score -862644.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -862826.812500 Penalty: 4348.054199
	Iteration 10Q: 3 clusters Score -862826.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -862967.062500 Penalty: 4348.054199
	Iteration 11Q: 3 clusters Score -862967.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -863116.062500 Penalty: 4348.054199
	Iteration 12Q: 3 clusters Score -863116.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -863351.250000 Penalty: 4348.054199
	Iteration 13Q: 3 clusters Score -863351.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -863630.062500 Penalty: 4348.054199
	Iteration 14Q: 3 clusters Score -863630.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -863967.125000 Penalty: 4348.054199
	Iteration 15Q: 3 clusters Score -863967.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -864209.250000 Penalty: 4348.054199
	Iteration 16Q: 3 clusters Score -864209.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -864315.562500 Penalty: 4348.054199
	Iteration 17Q: 3 clusters Score -864315.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -864330.562500 Penalty: 4348.054199
	Iteration 18Q: 3 clusters Score -864330.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -864337.062500 Penalty: 4348.054199
	Iteration 19Q: 3 clusters Score -864337.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -864336.312500 Penalty: 4348.054199
	Iteration 20F: 3 clusters Score -864336.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -864336.562500 Penalty: 4348.054199
	Iteration 21Q: 3 clusters Score -864336.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -864336.312500 Penalty: 4348.054199
	Iteration 22Q: 3 clusters Score -864336.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -864336.312500 Penalty: 4348.054199
	Iteration 23F: 3 clusters Score -864336.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 141833 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55264 members 
Mstep: Class 5 contains 8261 members 
Mstep: Class 6 contains 49115 members 
Mstep: Class 7 contains 10837 members 
Mstep: Class 8 contains 34606 members 
Mstep: Class 9 contains 42429 members 
Mstep: Class 10 contains 14132 members 
Mstep: Class 11 contains 36573 members 
Mstep: Class 12 contains 48222 members 
Mstep: Class 13 contains 3968 members 
Mstep: Class 14 contains 83823 members 
Mstep: Class 15 contains 38315 members 
Mstep: Class 16 contains 65928 members 
Mstep: Class 17 contains 140901 members 
Mstep: Class 18 contains 30862 members 
Mstep: Class 19 contains 7698 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 183354 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 2719 members 
Mstep: Class 24 contains 17768 members 
Mstep: Class 25 contains 6912 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5533 members 
Mstep: Class 28 contains 2446 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2698 members 
Entering Unmasked Estep 
Score: -142943088.000000 Penalty: 103175.226562
Splitting cluster 28 changes total score from -142943504.000000 to -142943088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (1349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Entering Unmasked Estep 
Score: -181928.187500 Penalty: 1787.365479
	Iteration 0F: 2 clusters Score -181928.2 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 666 members 
Entering Unmasked Estep 
Score: -179753.734375 Penalty: 3574.730957
	Iteration 0F: 3 clusters Score -179753.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -180067.687500 Penalty: 3574.730957
	Iteration 1F: 3 clusters Score -180067.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -180158.265625 Penalty: 3574.730957
	Iteration 2F: 3 clusters Score -180158.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -180214.421875 Penalty: 3574.730957
	Iteration 3Q: 3 clusters Score -180214.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -180246.781250 Penalty: 3574.730957
	Iteration 4Q: 3 clusters Score -180246.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -180264.296875 Penalty: 3574.730957
	Iteration 5Q: 3 clusters Score -180264.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -180282.890625 Penalty: 3574.730957
	Iteration 6Q: 3 clusters Score -180282.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -180303.750000 Penalty: 3574.730957
	Iteration 7Q: 3 clusters Score -180303.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -180319.093750 Penalty: 3574.730957
	Iteration 8Q: 3 clusters Score -180319.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -180336.875000 Penalty: 3574.730957
	Iteration 9Q: 3 clusters Score -180336.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -180358.421875 Penalty: 3574.730957
	Iteration 10Q: 3 clusters Score -180358.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -180386.765625 Penalty: 3574.730957
	Iteration 11Q: 3 clusters Score -180386.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -180441.484375 Penalty: 3574.730957
	Iteration 12Q: 3 clusters Score -180441.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -180510.062500 Penalty: 3574.730957
	Iteration 13Q: 3 clusters Score -180510.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -180670.718750 Penalty: 3574.730957
	Iteration 14Q: 3 clusters Score -180670.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -180773.828125 Penalty: 3574.730957
	Iteration 15Q: 3 clusters Score -180773.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -180827.906250 Penalty: 3574.730957
	Iteration 16Q: 3 clusters Score -180827.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -180863.265625 Penalty: 3574.730957
	Iteration 17Q: 3 clusters Score -180863.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -180890.937500 Penalty: 3574.730957
	Iteration 18Q: 3 clusters Score -180890.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -180906.515625 Penalty: 3574.730957
	Iteration 19Q: 3 clusters Score -180906.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -180912.375000 Penalty: 3574.730957
	Iteration 20F: 3 clusters Score -180912.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -180919.062500 Penalty: 3574.730957
	Iteration 21Q: 3 clusters Score -180919.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -180920.843750 Penalty: 3574.730957
	Iteration 22Q: 3 clusters Score -180920.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -180922.187500 Penalty: 3574.730957
	Iteration 23Q: 3 clusters Score -180922.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -180922.187500 Penalty: 3574.730957
	Iteration 24F: 3 clusters Score -180922.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -352528.000000 Penalty: 1959.265991
	Iteration 0F: 2 clusters Score -352528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -349494.687500 Penalty: 3918.531982
	Iteration 0F: 3 clusters Score -349494.7 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -350096.781250 Penalty: 3918.531982
	Iteration 1F: 3 clusters Score -350096.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -350239.437500 Penalty: 3918.531982
	Iteration 2F: 3 clusters Score -350239.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -350326.187500 Penalty: 3918.531982
	Iteration 3Q: 3 clusters Score -350326.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -350379.468750 Penalty: 3918.531982
	Iteration 4Q: 3 clusters Score -350379.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -350429.250000 Penalty: 3918.531982
	Iteration 5Q: 3 clusters Score -350429.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -350455.187500 Penalty: 3918.531982
	Iteration 6Q: 3 clusters Score -350455.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -350475.812500 Penalty: 3918.531982
	Iteration 7Q: 3 clusters Score -350475.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -350489.468750 Penalty: 3918.531982
	Iteration 8Q: 3 clusters Score -350489.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -350502.187500 Penalty: 3918.531982
	Iteration 9Q: 3 clusters Score -350502.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -350512.250000 Penalty: 3918.531982
	Iteration 10Q: 3 clusters Score -350512.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -350522.187500 Penalty: 3918.531982
	Iteration 11Q: 3 clusters Score -350522.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -350528.781250 Penalty: 3918.531982
	Iteration 12Q: 3 clusters Score -350528.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -350542.281250 Penalty: 3918.531982
	Iteration 13Q: 3 clusters Score -350542.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -350553.468750 Penalty: 3918.531982
	Iteration 14Q: 3 clusters Score -350553.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -350563.656250 Penalty: 3918.531982
	Iteration 15Q: 3 clusters Score -350563.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -350574.218750 Penalty: 3918.531982
	Iteration 16Q: 3 clusters Score -350574.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -350588.187500 Penalty: 3918.531982
	Iteration 17Q: 3 clusters Score -350588.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -350603.250000 Penalty: 3918.531982
	Iteration 18Q: 3 clusters Score -350603.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -350617.937500 Penalty: 3918.531982
	Iteration 19Q: 3 clusters Score -350617.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -350629.937500 Penalty: 3918.531982
	Iteration 20F: 3 clusters Score -350629.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -350639.000000 Penalty: 3918.531982
	Iteration 21Q: 3 clusters Score -350639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -350650.593750 Penalty: 3918.531982
	Iteration 22Q: 3 clusters Score -350650.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -350657.437500 Penalty: 3918.531982
	Iteration 23Q: 3 clusters Score -350657.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -350669.625000 Penalty: 3918.531982
	Iteration 24Q: 3 clusters Score -350669.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -350681.125000 Penalty: 3918.531982
	Iteration 25Q: 3 clusters Score -350681.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -350690.375000 Penalty: 3918.531982
	Iteration 26Q: 3 clusters Score -350690.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -350701.656250 Penalty: 3918.531982
	Iteration 27Q: 3 clusters Score -350701.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -350710.093750 Penalty: 3918.531982
	Iteration 28Q: 3 clusters Score -350710.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -350718.968750 Penalty: 3918.531982
	Iteration 29Q: 3 clusters Score -350719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -350727.531250 Penalty: 3918.531982
	Iteration 30Q: 3 clusters Score -350727.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -350737.937500 Penalty: 3918.531982
	Iteration 31Q: 3 clusters Score -350737.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -350749.281250 Penalty: 3918.531982
	Iteration 32Q: 3 clusters Score -350749.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -350768.906250 Penalty: 3918.531982
	Iteration 33Q: 3 clusters Score -350768.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -350784.281250 Penalty: 3918.531982
	Iteration 34Q: 3 clusters Score -350784.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -350805.531250 Penalty: 3918.531982
	Iteration 35Q: 3 clusters Score -350805.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -350823.062500 Penalty: 3918.531982
	Iteration 36Q: 3 clusters Score -350823.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -350834.562500 Penalty: 3918.531982
	Iteration 37Q: 3 clusters Score -350834.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -350844.625000 Penalty: 3918.531982
	Iteration 38Q: 3 clusters Score -350844.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -350856.906250 Penalty: 3918.531982
	Iteration 39Q: 3 clusters Score -350856.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -350874.593750 Penalty: 3918.531982
	Iteration 40F: 3 clusters Score -350874.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -350889.187500 Penalty: 3918.531982
	Iteration 41Q: 3 clusters Score -350889.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -350900.937500 Penalty: 3918.531982
	Iteration 42Q: 3 clusters Score -350900.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -350912.937500 Penalty: 3918.531982
	Iteration 43Q: 3 clusters Score -350912.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -350925.718750 Penalty: 3918.531982
	Iteration 44Q: 3 clusters Score -350925.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -350938.062500 Penalty: 3918.531982
	Iteration 45Q: 3 clusters Score -350938.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -350947.187500 Penalty: 3918.531982
	Iteration 46Q: 3 clusters Score -350947.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -350952.500000 Penalty: 3918.531982
	Iteration 47Q: 3 clusters Score -350952.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -350956.156250 Penalty: 3918.531982
	Iteration 48Q: 3 clusters Score -350956.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -350956.781250 Penalty: 3918.531982
	Iteration 49Q: 3 clusters Score -350956.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -350960.750000 Penalty: 3918.531982
	Iteration 50Q: 3 clusters Score -350960.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -350964.000000 Penalty: 3918.531982
	Iteration 51Q: 3 clusters Score -350964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -350965.437500 Penalty: 3918.531982
	Iteration 52Q: 3 clusters Score -350965.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -350967.531250 Penalty: 3918.531982
	Iteration 53Q: 3 clusters Score -350967.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -350968.625000 Penalty: 3918.531982
	Iteration 54Q: 3 clusters Score -350968.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -350968.531250 Penalty: 3918.531982
	Iteration 55Q: 3 clusters Score -350968.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -350969.625000 Penalty: 3918.531982
	Iteration 56Q: 3 clusters Score -350969.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -350970.156250 Penalty: 3918.531982
	Iteration 57Q: 3 clusters Score -350970.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -350970.156250 Penalty: 3918.531982
	Iteration 58F: 3 clusters Score -350970.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 141833 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55264 members 
Mstep: Class 5 contains 8261 members 
Mstep: Class 6 contains 49115 members 
Mstep: Class 7 contains 10837 members 
Mstep: Class 8 contains 34606 members 
Mstep: Class 9 contains 42429 members 
Mstep: Class 10 contains 14132 members 
Mstep: Class 11 contains 36573 members 
Mstep: Class 12 contains 48222 members 
Mstep: Class 14 contains 83823 members 
Mstep: Class 15 contains 38315 members 
Mstep: Class 16 contains 65928 members 
Mstep: Class 17 contains 140901 members 
Mstep: Class 18 contains 30862 members 
Mstep: Class 19 contains 7698 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 183354 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 2719 members 
Mstep: Class 24 contains 17768 members 
Mstep: Class 25 contains 6912 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5533 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943424.000000 Penalty: 99736.046875
Iteration 199Q: 30 clusters Score -1.429434e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 141785 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55281 members 
Mstep: Class 5 contains 8260 members 
Mstep: Class 6 contains 49124 members 
Mstep: Class 7 contains 10837 members 
Mstep: Class 8 contains 34606 members 
Mstep: Class 9 contains 42424 members 
Mstep: Class 10 contains 14134 members 
Mstep: Class 11 contains 36591 members 
Mstep: Class 12 contains 48260 members 
Mstep: Class 14 contains 83863 members 
Mstep: Class 15 contains 38341 members 
Mstep: Class 16 contains 65928 members 
Mstep: Class 17 contains 140921 members 
Mstep: Class 18 contains 30855 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 183232 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17769 members 
Mstep: Class 25 contains 6910 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5532 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943440.000000 Penalty: 99736.046875
Iteration 200F: 30 clusters Score -1.429434e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 141766 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55297 members 
Mstep: Class 5 contains 8260 members 
Mstep: Class 6 contains 49127 members 
Mstep: Class 7 contains 10840 members 
Mstep: Class 8 contains 34608 members 
Mstep: Class 9 contains 42427 members 
Mstep: Class 10 contains 14128 members 
Mstep: Class 11 contains 36607 members 
Mstep: Class 12 contains 48289 members 
Mstep: Class 14 contains 83903 members 
Mstep: Class 15 contains 38376 members 
Mstep: Class 16 contains 65926 members 
Mstep: Class 17 contains 140916 members 
Mstep: Class 18 contains 30848 members 
Mstep: Class 19 contains 7705 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 183113 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2717 members 
Mstep: Class 24 contains 17769 members 
Mstep: Class 25 contains 6911 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5534 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943680.000000 Penalty: 99736.046875
Iteration 201Q: 30 clusters Score -1.429437e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 141749 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55322 members 
Mstep: Class 5 contains 8260 members 
Mstep: Class 6 contains 49125 members 
Mstep: Class 7 contains 10843 members 
Mstep: Class 8 contains 34607 members 
Mstep: Class 9 contains 42421 members 
Mstep: Class 10 contains 14129 members 
Mstep: Class 11 contains 36635 members 
Mstep: Class 12 contains 48328 members 
Mstep: Class 14 contains 83928 members 
Mstep: Class 15 contains 38412 members 
Mstep: Class 16 contains 65929 members 
Mstep: Class 17 contains 140915 members 
Mstep: Class 18 contains 30838 members 
Mstep: Class 19 contains 7707 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 182983 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17770 members 
Mstep: Class 25 contains 6911 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5535 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943520.000000 Penalty: 99736.046875
Iteration 202Q: 30 clusters Score -1.429435e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 141750 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55337 members 
Mstep: Class 5 contains 8259 members 
Mstep: Class 6 contains 49135 members 
Mstep: Class 7 contains 10844 members 
Mstep: Class 8 contains 34609 members 
Mstep: Class 9 contains 42421 members 
Mstep: Class 10 contains 14125 members 
Mstep: Class 11 contains 36650 members 
Mstep: Class 12 contains 48374 members 
Mstep: Class 14 contains 83960 members 
Mstep: Class 15 contains 38459 members 
Mstep: Class 16 contains 65937 members 
Mstep: Class 17 contains 140880 members 
Mstep: Class 18 contains 30839 members 
Mstep: Class 19 contains 7709 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 182838 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17770 members 
Mstep: Class 25 contains 6911 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5536 members 
Mstep: Class 28 contains 6413 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943504.000000 Penalty: 99736.046875
Iteration 203Q: 30 clusters Score -1.429435e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 141774 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55333 members 
Mstep: Class 5 contains 8260 members 
Mstep: Class 6 contains 49135 members 
Mstep: Class 7 contains 10844 members 
Mstep: Class 8 contains 34612 members 
Mstep: Class 9 contains 42418 members 
Mstep: Class 10 contains 14123 members 
Mstep: Class 11 contains 36658 members 
Mstep: Class 12 contains 48411 members 
Mstep: Class 14 contains 84000 members 
Mstep: Class 15 contains 38487 members 
Mstep: Class 16 contains 65945 members 
Mstep: Class 17 contains 140869 members 
Mstep: Class 18 contains 30824 members 
Mstep: Class 19 contains 7708 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 182720 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17772 members 
Mstep: Class 25 contains 6911 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5537 members 
Mstep: Class 28 contains 6413 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943664.000000 Penalty: 99736.046875
Iteration 204Q: 30 clusters Score -1.429437e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 141795 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55329 members 
Mstep: Class 5 contains 8259 members 
Mstep: Class 6 contains 49128 members 
Mstep: Class 7 contains 10846 members 
Mstep: Class 8 contains 34613 members 
Mstep: Class 9 contains 42419 members 
Mstep: Class 10 contains 14124 members 
Mstep: Class 11 contains 36681 members 
Mstep: Class 12 contains 48432 members 
Mstep: Class 14 contains 84020 members 
Mstep: Class 15 contains 38517 members 
Mstep: Class 16 contains 65952 members 
Mstep: Class 17 contains 140871 members 
Mstep: Class 18 contains 30822 members 
Mstep: Class 19 contains 7709 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 182602 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17774 members 
Mstep: Class 25 contains 6911 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5536 members 
Mstep: Class 28 contains 6413 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943184.000000 Penalty: 99736.046875
Iteration 205Q: 30 clusters Score -1.429432e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 141789 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55320 members 
Mstep: Class 5 contains 8260 members 
Mstep: Class 6 contains 49115 members 
Mstep: Class 7 contains 10852 members 
Mstep: Class 8 contains 34614 members 
Mstep: Class 9 contains 42416 members 
Mstep: Class 10 contains 14118 members 
Mstep: Class 11 contains 36696 members 
Mstep: Class 12 contains 48470 members 
Mstep: Class 14 contains 84050 members 
Mstep: Class 15 contains 38550 members 
Mstep: Class 16 contains 65950 members 
Mstep: Class 17 contains 140887 members 
Mstep: Class 18 contains 30826 members 
Mstep: Class 19 contains 7710 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 182493 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17777 members 
Mstep: Class 25 contains 6910 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5536 members 
Mstep: Class 28 contains 6413 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943424.000000 Penalty: 99736.046875
Iteration 206Q: 30 clusters Score -1.429434e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 141834 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55323 members 
Mstep: Class 5 contains 8260 members 
Mstep: Class 6 contains 49098 members 
Mstep: Class 7 contains 10853 members 
Mstep: Class 8 contains 34615 members 
Mstep: Class 9 contains 42405 members 
Mstep: Class 10 contains 14120 members 
Mstep: Class 11 contains 36703 members 
Mstep: Class 12 contains 48507 members 
Mstep: Class 14 contains 84077 members 
Mstep: Class 15 contains 38587 members 
Mstep: Class 16 contains 65948 members 
Mstep: Class 17 contains 140879 members 
Mstep: Class 18 contains 30824 members 
Mstep: Class 19 contains 7712 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 182369 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17778 members 
Mstep: Class 25 contains 6910 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5536 members 
Mstep: Class 28 contains 6413 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943328.000000 Penalty: 99736.046875
Iteration 207Q: 30 clusters Score -1.429433e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 141882 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55316 members 
Mstep: Class 5 contains 8258 members 
Mstep: Class 6 contains 49084 members 
Mstep: Class 7 contains 10852 members 
Mstep: Class 8 contains 34611 members 
Mstep: Class 9 contains 42400 members 
Mstep: Class 10 contains 14118 members 
Mstep: Class 11 contains 36725 members 
Mstep: Class 12 contains 48550 members 
Mstep: Class 14 contains 84116 members 
Mstep: Class 15 contains 38625 members 
Mstep: Class 16 contains 65943 members 
Mstep: Class 17 contains 140877 members 
Mstep: Class 18 contains 30827 members 
Mstep: Class 19 contains 7714 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 182212 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17776 members 
Mstep: Class 25 contains 6911 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5537 members 
Mstep: Class 28 contains 6413 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943632.000000 Penalty: 99736.046875
Iteration 208Q: 30 clusters Score -1.429436e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 141940 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55306 members 
Mstep: Class 5 contains 8259 members 
Mstep: Class 6 contains 49092 members 
Mstep: Class 7 contains 10857 members 
Mstep: Class 8 contains 34610 members 
Mstep: Class 9 contains 42391 members 
Mstep: Class 10 contains 14116 members 
Mstep: Class 11 contains 36747 members 
Mstep: Class 12 contains 48582 members 
Mstep: Class 14 contains 84132 members 
Mstep: Class 15 contains 38653 members 
Mstep: Class 16 contains 65946 members 
Mstep: Class 17 contains 140879 members 
Mstep: Class 18 contains 30830 members 
Mstep: Class 19 contains 7715 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 182050 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17777 members 
Mstep: Class 25 contains 6911 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5537 members 
Mstep: Class 28 contains 6413 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943776.000000 Penalty: 99736.046875
Iteration 209Q: 30 clusters Score -1.429438e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 141999 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55303 members 
Mstep: Class 5 contains 8259 members 
Mstep: Class 6 contains 49085 members 
Mstep: Class 7 contains 10858 members 
Mstep: Class 8 contains 34612 members 
Mstep: Class 9 contains 42385 members 
Mstep: Class 10 contains 14116 members 
Mstep: Class 11 contains 36769 members 
Mstep: Class 12 contains 48610 members 
Mstep: Class 14 contains 84144 members 
Mstep: Class 15 contains 38678 members 
Mstep: Class 16 contains 65953 members 
Mstep: Class 17 contains 140931 members 
Mstep: Class 18 contains 30829 members 
Mstep: Class 19 contains 7715 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 181854 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17780 members 
Mstep: Class 25 contains 6911 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 5539 members 
Mstep: Class 28 contains 6413 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943840.000000 Penalty: 99736.046875
Iteration 210Q: 30 clusters Score -1.429438e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 142022 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55303 members 
Mstep: Class 5 contains 8262 members 
Mstep: Class 6 contains 49081 members 
Mstep: Class 7 contains 10865 members 
Mstep: Class 8 contains 34613 members 
Mstep: Class 9 contains 42369 members 
Mstep: Class 10 contains 14115 members 
Mstep: Class 11 contains 36793 members 
Mstep: Class 12 contains 48650 members 
Mstep: Class 14 contains 84163 members 
Mstep: Class 15 contains 38699 members 
Mstep: Class 16 contains 65953 members 
Mstep: Class 17 contains 141002 members 
Mstep: Class 18 contains 30821 members 
Mstep: Class 19 contains 7717 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 181667 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17782 members 
Mstep: Class 25 contains 6911 members 
Mstep: Class 26 contains 6967 members 
Mstep: Class 27 contains 5540 members 
Mstep: Class 28 contains 6413 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944000.000000 Penalty: 99736.046875
Iteration 211Q: 30 clusters Score -1.42944e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 142084 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55306 members 
Mstep: Class 5 contains 8260 members 
Mstep: Class 6 contains 49068 members 
Mstep: Class 7 contains 10871 members 
Mstep: Class 8 contains 34614 members 
Mstep: Class 9 contains 42353 members 
Mstep: Class 10 contains 14111 members 
Mstep: Class 11 contains 36814 members 
Mstep: Class 12 contains 48671 members 
Mstep: Class 14 contains 84183 members 
Mstep: Class 15 contains 38722 members 
Mstep: Class 16 contains 65963 members 
Mstep: Class 17 contains 141081 members 
Mstep: Class 18 contains 30820 members 
Mstep: Class 19 contains 7719 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 181449 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17786 members 
Mstep: Class 25 contains 6909 members 
Mstep: Class 26 contains 6968 members 
Mstep: Class 27 contains 5543 members 
Mstep: Class 28 contains 6413 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944080.000000 Penalty: 99736.046875
Iteration 212Q: 30 clusters Score -1.429441e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 142140 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55312 members 
Mstep: Class 5 contains 8259 members 
Mstep: Class 6 contains 49069 members 
Mstep: Class 7 contains 10869 members 
Mstep: Class 8 contains 34614 members 
Mstep: Class 9 contains 42321 members 
Mstep: Class 10 contains 14106 members 
Mstep: Class 11 contains 36835 members 
Mstep: Class 12 contains 48695 members 
Mstep: Class 14 contains 84214 members 
Mstep: Class 15 contains 38745 members 
Mstep: Class 16 contains 65971 members 
Mstep: Class 17 contains 141150 members 
Mstep: Class 18 contains 30818 members 
Mstep: Class 19 contains 7720 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 181244 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17787 members 
Mstep: Class 25 contains 6909 members 
Mstep: Class 26 contains 6968 members 
Mstep: Class 27 contains 5544 members 
Mstep: Class 28 contains 6413 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943776.000000 Penalty: 99736.046875
Iteration 213Q: 30 clusters Score -1.429438e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 142205 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55307 members 
Mstep: Class 5 contains 8260 members 
Mstep: Class 6 contains 49065 members 
Mstep: Class 7 contains 10871 members 
Mstep: Class 8 contains 34611 members 
Mstep: Class 9 contains 42308 members 
Mstep: Class 10 contains 14102 members 
Mstep: Class 11 contains 36852 members 
Mstep: Class 12 contains 48726 members 
Mstep: Class 14 contains 84236 members 
Mstep: Class 15 contains 38761 members 
Mstep: Class 16 contains 65983 members 
Mstep: Class 17 contains 141212 members 
Mstep: Class 18 contains 30839 members 
Mstep: Class 19 contains 7722 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 181021 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17788 members 
Mstep: Class 25 contains 6909 members 
Mstep: Class 26 contains 6968 members 
Mstep: Class 27 contains 5544 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943664.000000 Penalty: 99736.046875
Iteration 214Q: 30 clusters Score -1.429437e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 142228 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55300 members 
Mstep: Class 5 contains 8260 members 
Mstep: Class 6 contains 49063 members 
Mstep: Class 7 contains 10873 members 
Mstep: Class 8 contains 34609 members 
Mstep: Class 9 contains 42298 members 
Mstep: Class 10 contains 14105 members 
Mstep: Class 11 contains 36889 members 
Mstep: Class 12 contains 48774 members 
Mstep: Class 14 contains 84279 members 
Mstep: Class 15 contains 38777 members 
Mstep: Class 16 contains 66008 members 
Mstep: Class 17 contains 141273 members 
Mstep: Class 18 contains 30849 members 
Mstep: Class 19 contains 7722 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 180776 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17786 members 
Mstep: Class 25 contains 6910 members 
Mstep: Class 26 contains 6968 members 
Mstep: Class 27 contains 5546 members 
Mstep: Class 28 contains 6412 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944112.000000 Penalty: 99736.046875
Iteration 215Q: 30 clusters Score -1.429441e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 142245 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55292 members 
Mstep: Class 5 contains 8261 members 
Mstep: Class 6 contains 49072 members 
Mstep: Class 7 contains 10876 members 
Mstep: Class 8 contains 34605 members 
Mstep: Class 9 contains 42285 members 
Mstep: Class 10 contains 14106 members 
Mstep: Class 11 contains 36910 members 
Mstep: Class 12 contains 48817 members 
Mstep: Class 14 contains 84329 members 
Mstep: Class 15 contains 38783 members 
Mstep: Class 16 contains 66028 members 
Mstep: Class 17 contains 141346 members 
Mstep: Class 18 contains 30856 members 
Mstep: Class 19 contains 7723 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 180547 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17787 members 
Mstep: Class 25 contains 6910 members 
Mstep: Class 26 contains 6968 members 
Mstep: Class 27 contains 5549 members 
Mstep: Class 28 contains 6412 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944064.000000 Penalty: 99736.046875
Iteration 216Q: 30 clusters Score -1.429441e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 142297 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55304 members 
Mstep: Class 5 contains 8259 members 
Mstep: Class 6 contains 49076 members 
Mstep: Class 7 contains 10873 members 
Mstep: Class 8 contains 34601 members 
Mstep: Class 9 contains 42273 members 
Mstep: Class 10 contains 14104 members 
Mstep: Class 11 contains 36934 members 
Mstep: Class 12 contains 48857 members 
Mstep: Class 14 contains 84349 members 
Mstep: Class 15 contains 38800 members 
Mstep: Class 16 contains 66045 members 
Mstep: Class 17 contains 141411 members 
Mstep: Class 18 contains 30858 members 
Mstep: Class 19 contains 7724 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 180313 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17787 members 
Mstep: Class 25 contains 6910 members 
Mstep: Class 26 contains 6968 members 
Mstep: Class 27 contains 5551 members 
Mstep: Class 28 contains 6412 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944128.000000 Penalty: 99736.046875
Iteration 217Q: 30 clusters Score -1.429441e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 142339 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55293 members 
Mstep: Class 5 contains 8261 members 
Mstep: Class 6 contains 49065 members 
Mstep: Class 7 contains 10877 members 
Mstep: Class 8 contains 34601 members 
Mstep: Class 9 contains 42263 members 
Mstep: Class 10 contains 14110 members 
Mstep: Class 11 contains 36963 members 
Mstep: Class 12 contains 48907 members 
Mstep: Class 14 contains 84371 members 
Mstep: Class 15 contains 38818 members 
Mstep: Class 16 contains 66055 members 
Mstep: Class 17 contains 141453 members 
Mstep: Class 18 contains 30856 members 
Mstep: Class 19 contains 7724 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 180115 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17789 members 
Mstep: Class 25 contains 6910 members 
Mstep: Class 26 contains 6969 members 
Mstep: Class 27 contains 5552 members 
Mstep: Class 28 contains 6412 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944112.000000 Penalty: 99736.046875
Iteration 218Q: 30 clusters Score -1.429441e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 142391 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55300 members 
Mstep: Class 5 contains 8261 members 
Mstep: Class 6 contains 49062 members 
Mstep: Class 7 contains 10878 members 
Mstep: Class 8 contains 34600 members 
Mstep: Class 9 contains 42250 members 
Mstep: Class 10 contains 14105 members 
Mstep: Class 11 contains 36986 members 
Mstep: Class 12 contains 48952 members 
Mstep: Class 14 contains 84404 members 
Mstep: Class 15 contains 38830 members 
Mstep: Class 16 contains 66076 members 
Mstep: Class 17 contains 141492 members 
Mstep: Class 18 contains 30857 members 
Mstep: Class 19 contains 7724 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 179899 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17789 members 
Mstep: Class 25 contains 6910 members 
Mstep: Class 26 contains 6969 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 6412 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944208.000000 Penalty: 99736.046875
Iteration 219Q: 30 clusters Score -1.429442e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 142487 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55295 members 
Mstep: Class 5 contains 8265 members 
Mstep: Class 6 contains 49045 members 
Mstep: Class 7 contains 10877 members 
Mstep: Class 8 contains 34600 members 
Mstep: Class 9 contains 42229 members 
Mstep: Class 10 contains 14106 members 
Mstep: Class 11 contains 37002 members 
Mstep: Class 12 contains 48956 members 
Mstep: Class 14 contains 84433 members 
Mstep: Class 15 contains 38856 members 
Mstep: Class 16 contains 66107 members 
Mstep: Class 17 contains 141554 members 
Mstep: Class 18 contains 30859 members 
Mstep: Class 19 contains 7725 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 179668 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17793 members 
Mstep: Class 25 contains 6910 members 
Mstep: Class 26 contains 6969 members 
Mstep: Class 27 contains 5550 members 
Mstep: Class 28 contains 6413 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944320.000000 Penalty: 99736.046875
Iteration 220F: 30 clusters Score -1.429443e+08 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 142554 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55276 members 
Mstep: Class 5 contains 8263 members 
Mstep: Class 6 contains 49036 members 
Mstep: Class 7 contains 10875 members 
Mstep: Class 8 contains 34603 members 
Mstep: Class 9 contains 42202 members 
Mstep: Class 10 contains 14111 members 
Mstep: Class 11 contains 37019 members 
Mstep: Class 12 contains 48974 members 
Mstep: Class 14 contains 84460 members 
Mstep: Class 15 contains 38880 members 
Mstep: Class 16 contains 66131 members 
Mstep: Class 17 contains 141633 members 
Mstep: Class 18 contains 30863 members 
Mstep: Class 19 contains 7727 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 179456 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17795 members 
Mstep: Class 25 contains 6910 members 
Mstep: Class 26 contains 6969 members 
Mstep: Class 27 contains 5550 members 
Mstep: Class 28 contains 6413 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944096.000000 Penalty: 99736.046875
Iteration 221Q: 30 clusters Score -1.429441e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 142658 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55280 members 
Mstep: Class 5 contains 8262 members 
Mstep: Class 6 contains 49026 members 
Mstep: Class 7 contains 10875 members 
Mstep: Class 8 contains 34604 members 
Mstep: Class 9 contains 42182 members 
Mstep: Class 10 contains 14103 members 
Mstep: Class 11 contains 37033 members 
Mstep: Class 12 contains 49000 members 
Mstep: Class 14 contains 84473 members 
Mstep: Class 15 contains 38892 members 
Mstep: Class 16 contains 66159 members 
Mstep: Class 17 contains 141692 members 
Mstep: Class 18 contains 30870 members 
Mstep: Class 19 contains 7733 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 179219 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17794 members 
Mstep: Class 25 contains 6912 members 
Mstep: Class 26 contains 6969 members 
Mstep: Class 27 contains 5551 members 
Mstep: Class 28 contains 6412 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944112.000000 Penalty: 99736.046875
Iteration 222Q: 30 clusters Score -1.429441e+08 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 142689 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55277 members 
Mstep: Class 5 contains 8266 members 
Mstep: Class 6 contains 49025 members 
Mstep: Class 7 contains 10877 members 
Mstep: Class 8 contains 34604 members 
Mstep: Class 9 contains 42163 members 
Mstep: Class 10 contains 14098 members 
Mstep: Class 11 contains 37042 members 
Mstep: Class 12 contains 49044 members 
Mstep: Class 14 contains 84488 members 
Mstep: Class 15 contains 38899 members 
Mstep: Class 16 contains 66177 members 
Mstep: Class 17 contains 141789 members 
Mstep: Class 18 contains 30879 members 
Mstep: Class 19 contains 7740 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 179003 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17795 members 
Mstep: Class 25 contains 6912 members 
Mstep: Class 26 contains 6969 members 
Mstep: Class 27 contains 5551 members 
Mstep: Class 28 contains 6412 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944032.000000 Penalty: 99736.046875
Iteration 223Q: 30 clusters Score -1.42944e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 142696 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55278 members 
Mstep: Class 5 contains 8267 members 
Mstep: Class 6 contains 49022 members 
Mstep: Class 7 contains 10881 members 
Mstep: Class 8 contains 34606 members 
Mstep: Class 9 contains 42143 members 
Mstep: Class 10 contains 14098 members 
Mstep: Class 11 contains 37044 members 
Mstep: Class 12 contains 49082 members 
Mstep: Class 14 contains 84518 members 
Mstep: Class 15 contains 38924 members 
Mstep: Class 16 contains 66186 members 
Mstep: Class 17 contains 141884 members 
Mstep: Class 18 contains 30881 members 
Mstep: Class 19 contains 7742 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 178807 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17795 members 
Mstep: Class 25 contains 6911 members 
Mstep: Class 26 contains 6969 members 
Mstep: Class 27 contains 5551 members 
Mstep: Class 28 contains 6412 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943904.000000 Penalty: 99736.046875
Iteration 224Q: 30 clusters Score -1.429439e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 142651 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55265 members 
Mstep: Class 5 contains 8268 members 
Mstep: Class 6 contains 49026 members 
Mstep: Class 7 contains 10877 members 
Mstep: Class 8 contains 34605 members 
Mstep: Class 9 contains 42113 members 
Mstep: Class 10 contains 14100 members 
Mstep: Class 11 contains 37048 members 
Mstep: Class 12 contains 49125 members 
Mstep: Class 14 contains 84543 members 
Mstep: Class 15 contains 38949 members 
Mstep: Class 16 contains 66203 members 
Mstep: Class 17 contains 142007 members 
Mstep: Class 18 contains 30882 members 
Mstep: Class 19 contains 7745 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 178650 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17796 members 
Mstep: Class 25 contains 6909 members 
Mstep: Class 26 contains 6969 members 
Mstep: Class 27 contains 5552 members 
Mstep: Class 28 contains 6413 members 
Mstep: Class 29 contains 1346 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944272.000000 Penalty: 99736.046875
Iteration 225Q: 30 clusters Score -1.429443e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 142563 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55259 members 
Mstep: Class 5 contains 8265 members 
Mstep: Class 6 contains 49022 members 
Mstep: Class 7 contains 10876 members 
Mstep: Class 8 contains 34603 members 
Mstep: Class 9 contains 42100 members 
Mstep: Class 10 contains 14109 members 
Mstep: Class 11 contains 37065 members 
Mstep: Class 12 contains 49154 members 
Mstep: Class 14 contains 84578 members 
Mstep: Class 15 contains 38969 members 
Mstep: Class 16 contains 66219 members 
Mstep: Class 17 contains 142136 members 
Mstep: Class 18 contains 30879 members 
Mstep: Class 19 contains 7749 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 178507 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17797 members 
Mstep: Class 25 contains 6908 members 
Mstep: Class 26 contains 6969 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 6412 members 
Mstep: Class 29 contains 1346 members 
Mstep: Class 30 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944256.000000 Penalty: 99736.046875
Iteration 226Q: 30 clusters Score -1.429443e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 142488 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55237 members 
Mstep: Class 5 contains 8268 members 
Mstep: Class 6 contains 49024 members 
Mstep: Class 7 contains 10877 members 
Mstep: Class 8 contains 34601 members 
Mstep: Class 9 contains 42087 members 
Mstep: Class 10 contains 14117 members 
Mstep: Class 11 contains 37075 members 
Mstep: Class 12 contains 49162 members 
Mstep: Class 14 contains 84608 members 
Mstep: Class 15 contains 38979 members 
Mstep: Class 16 contains 66253 members 
Mstep: Class 17 contains 142287 members 
Mstep: Class 18 contains 30869 members 
Mstep: Class 19 contains 7753 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 178364 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17796 members 
Mstep: Class 25 contains 6908 members 
Mstep: Class 26 contains 6969 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 6412 members 
Mstep: Class 29 contains 1346 members 
Mstep: Class 30 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944448.000000 Penalty: 99736.046875
Iteration 227Q: 30 clusters Score -1.429444e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 142412 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55215 members 
Mstep: Class 5 contains 8269 members 
Mstep: Class 6 contains 49026 members 
Mstep: Class 7 contains 10880 members 
Mstep: Class 8 contains 34602 members 
Mstep: Class 9 contains 42071 members 
Mstep: Class 10 contains 14120 members 
Mstep: Class 11 contains 37083 members 
Mstep: Class 12 contains 49172 members 
Mstep: Class 14 contains 84646 members 
Mstep: Class 15 contains 38990 members 
Mstep: Class 16 contains 66292 members 
Mstep: Class 17 contains 142450 members 
Mstep: Class 18 contains 30870 members 
Mstep: Class 19 contains 7756 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 178194 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17796 members 
Mstep: Class 25 contains 6909 members 
Mstep: Class 26 contains 6969 members 
Mstep: Class 27 contains 5550 members 
Mstep: Class 28 contains 6412 members 
Mstep: Class 29 contains 1346 members 
Mstep: Class 30 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944624.000000 Penalty: 99736.046875
Iteration 228Q: 30 clusters Score -1.429446e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 142351 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55208 members 
Mstep: Class 5 contains 8269 members 
Mstep: Class 6 contains 49025 members 
Mstep: Class 7 contains 10883 members 
Mstep: Class 8 contains 34604 members 
Mstep: Class 9 contains 42054 members 
Mstep: Class 10 contains 14126 members 
Mstep: Class 11 contains 37097 members 
Mstep: Class 12 contains 49194 members 
Mstep: Class 14 contains 84670 members 
Mstep: Class 15 contains 39006 members 
Mstep: Class 16 contains 66329 members 
Mstep: Class 17 contains 142601 members 
Mstep: Class 18 contains 30869 members 
Mstep: Class 19 contains 7756 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 178003 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 2717 members 
Mstep: Class 24 contains 17797 members 
Mstep: Class 25 contains 6909 members 
Mstep: Class 26 contains 6969 members 
Mstep: Class 27 contains 5552 members 
Mstep: Class 28 contains 6411 members 
Mstep: Class 29 contains 1346 members 
Mstep: Class 30 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944608.000000 Penalty: 99736.046875
Iteration 229Q: 30 clusters Score -1.429446e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 142230 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55197 members 
Mstep: Class 5 contains 8269 members 
Mstep: Class 6 contains 49040 members 
Mstep: Class 7 contains 10889 members 
Mstep: Class 8 contains 34610 members 
Mstep: Class 9 contains 42031 members 
Mstep: Class 10 contains 14132 members 
Mstep: Class 11 contains 37117 members 
Mstep: Class 12 contains 49240 members 
Mstep: Class 14 contains 84690 members 
Mstep: Class 15 contains 39033 members 
Mstep: Class 16 contains 66364 members 
Mstep: Class 17 contains 142732 members 
Mstep: Class 18 contains 30867 members 
Mstep: Class 19 contains 7756 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 177845 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 2716 members 
Mstep: Class 24 contains 17797 members 
Mstep: Class 25 contains 6909 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 6411 members 
Mstep: Class 29 contains 1346 members 
Mstep: Class 30 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944416.000000 Penalty: 99736.046875
Iteration 230Q: 30 clusters Score -1.429444e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 142171 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55177 members 
Mstep: Class 5 contains 8267 members 
Mstep: Class 6 contains 49056 members 
Mstep: Class 7 contains 10891 members 
Mstep: Class 8 contains 34609 members 
Mstep: Class 9 contains 42004 members 
Mstep: Class 10 contains 14132 members 
Mstep: Class 11 contains 37127 members 
Mstep: Class 12 contains 49276 members 
Mstep: Class 14 contains 84703 members 
Mstep: Class 15 contains 39054 members 
Mstep: Class 16 contains 66390 members 
Mstep: Class 17 contains 142859 members 
Mstep: Class 18 contains 30864 members 
Mstep: Class 19 contains 7761 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 177701 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 2716 members 
Mstep: Class 24 contains 17797 members 
Mstep: Class 25 contains 6908 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 6411 members 
Mstep: Class 29 contains 1346 members 
Mstep: Class 30 contains 2702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944672.000000 Penalty: 99736.046875
Iteration 231Q: 30 clusters Score -1.429447e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 142114 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55170 members 
Mstep: Class 5 contains 8267 members 
Mstep: Class 6 contains 49076 members 
Mstep: Class 7 contains 10893 members 
Mstep: Class 8 contains 34608 members 
Mstep: Class 9 contains 41977 members 
Mstep: Class 10 contains 14135 members 
Mstep: Class 11 contains 37135 members 
Mstep: Class 12 contains 49309 members 
Mstep: Class 14 contains 84724 members 
Mstep: Class 15 contains 39073 members 
Mstep: Class 16 contains 66418 members 
Mstep: Class 17 contains 142968 members 
Mstep: Class 18 contains 30868 members 
Mstep: Class 19 contains 7762 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 177543 members 
Mstep: Class 22 contains 537 members 
Mstep: Class 23 contains 2716 members 
Mstep: Class 24 contains 17801 members 
Mstep: Class 25 contains 6905 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5552 members 
Mstep: Class 28 contains 6411 members 
Mstep: Class 29 contains 1346 members 
Mstep: Class 30 contains 2703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944592.000000 Penalty: 99736.046875
Iteration 232Q: 30 clusters Score -1.429446e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 142110 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55166 members 
Mstep: Class 5 contains 8267 members 
Mstep: Class 6 contains 49087 members 
Mstep: Class 7 contains 10892 members 
Mstep: Class 8 contains 34606 members 
Mstep: Class 9 contains 41951 members 
Mstep: Class 10 contains 14140 members 
Mstep: Class 11 contains 37145 members 
Mstep: Class 12 contains 49333 members 
Mstep: Class 14 contains 84739 members 
Mstep: Class 15 contains 39085 members 
Mstep: Class 16 contains 66442 members 
Mstep: Class 17 contains 143108 members 
Mstep: Class 18 contains 30879 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 177328 members 
Mstep: Class 22 contains 537 members 
Mstep: Class 23 contains 2715 members 
Mstep: Class 24 contains 17802 members 
Mstep: Class 25 contains 6901 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5552 members 
Mstep: Class 28 contains 6411 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 2706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944448.000000 Penalty: 99736.046875
Iteration 233Q: 30 clusters Score -1.429444e+08 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 142081 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55168 members 
Mstep: Class 5 contains 8267 members 
Mstep: Class 6 contains 49091 members 
Mstep: Class 7 contains 10890 members 
Mstep: Class 8 contains 34605 members 
Mstep: Class 9 contains 41924 members 
Mstep: Class 10 contains 14146 members 
Mstep: Class 11 contains 37154 members 
Mstep: Class 12 contains 49370 members 
Mstep: Class 14 contains 84738 members 
Mstep: Class 15 contains 39118 members 
Mstep: Class 16 contains 66459 members 
Mstep: Class 17 contains 143228 members 
Mstep: Class 18 contains 30882 members 
Mstep: Class 19 contains 7765 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 177153 members 
Mstep: Class 22 contains 536 members 
Mstep: Class 23 contains 2715 members 
Mstep: Class 24 contains 17803 members 
Mstep: Class 25 contains 6899 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5552 members 
Mstep: Class 28 contains 6411 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 2708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944288.000000 Penalty: 99736.046875
Iteration 234Q: 30 clusters Score -1.429443e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 142080 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55156 members 
Mstep: Class 5 contains 8270 members 
Mstep: Class 6 contains 49095 members 
Mstep: Class 7 contains 10891 members 
Mstep: Class 8 contains 34601 members 
Mstep: Class 9 contains 41909 members 
Mstep: Class 10 contains 14144 members 
Mstep: Class 11 contains 37159 members 
Mstep: Class 12 contains 49400 members 
Mstep: Class 14 contains 84729 members 
Mstep: Class 15 contains 39144 members 
Mstep: Class 16 contains 66467 members 
Mstep: Class 17 contains 143365 members 
Mstep: Class 18 contains 30885 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 176974 members 
Mstep: Class 22 contains 536 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17807 members 
Mstep: Class 25 contains 6898 members 
Mstep: Class 26 contains 6971 members 
Mstep: Class 27 contains 5552 members 
Mstep: Class 28 contains 6411 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 2709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944192.000000 Penalty: 99736.046875
Iteration 235Q: 30 clusters Score -1.429442e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 142052 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55143 members 
Mstep: Class 5 contains 8271 members 
Mstep: Class 6 contains 49093 members 
Mstep: Class 7 contains 10897 members 
Mstep: Class 8 contains 34601 members 
Mstep: Class 9 contains 41895 members 
Mstep: Class 10 contains 14139 members 
Mstep: Class 11 contains 37159 members 
Mstep: Class 12 contains 49445 members 
Mstep: Class 14 contains 84729 members 
Mstep: Class 15 contains 39149 members 
Mstep: Class 16 contains 66491 members 
Mstep: Class 17 contains 143506 members 
Mstep: Class 18 contains 30881 members 
Mstep: Class 19 contains 7771 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 176810 members 
Mstep: Class 22 contains 535 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17809 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 6971 members 
Mstep: Class 27 contains 5552 members 
Mstep: Class 28 contains 6411 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944112.000000 Penalty: 99736.046875
Iteration 236Q: 30 clusters Score -1.429441e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 142053 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55135 members 
Mstep: Class 5 contains 8271 members 
Mstep: Class 6 contains 49097 members 
Mstep: Class 7 contains 10899 members 
Mstep: Class 8 contains 34603 members 
Mstep: Class 9 contains 41870 members 
Mstep: Class 10 contains 14143 members 
Mstep: Class 11 contains 37170 members 
Mstep: Class 12 contains 49469 members 
Mstep: Class 14 contains 84729 members 
Mstep: Class 15 contains 39151 members 
Mstep: Class 16 contains 66535 members 
Mstep: Class 17 contains 143598 members 
Mstep: Class 18 contains 30877 members 
Mstep: Class 19 contains 7773 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 176660 members 
Mstep: Class 22 contains 535 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17809 members 
Mstep: Class 25 contains 6898 members 
Mstep: Class 26 contains 6971 members 
Mstep: Class 27 contains 5552 members 
Mstep: Class 28 contains 6411 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944160.000000 Penalty: 99736.046875
Iteration 237Q: 30 clusters Score -1.429442e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 142064 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55132 members 
Mstep: Class 5 contains 8273 members 
Mstep: Class 6 contains 49096 members 
Mstep: Class 7 contains 10896 members 
Mstep: Class 8 contains 34604 members 
Mstep: Class 9 contains 41864 members 
Mstep: Class 10 contains 14131 members 
Mstep: Class 11 contains 37177 members 
Mstep: Class 12 contains 49501 members 
Mstep: Class 14 contains 84711 members 
Mstep: Class 15 contains 39160 members 
Mstep: Class 16 contains 66572 members 
Mstep: Class 17 contains 143711 members 
Mstep: Class 18 contains 30878 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 176483 members 
Mstep: Class 22 contains 535 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 6898 members 
Mstep: Class 26 contains 6971 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 6412 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944096.000000 Penalty: 99736.046875
Iteration 238Q: 30 clusters Score -1.429441e+08 nChanged 1117
Entering ConstructFrom: 
Score: -142944096.000000 Penalty: 99736.046875
Entering ConstructFrom: 
Trying to split cluster 1 (8573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Entering Unmasked Estep 
Score: -1167909.625000 Penalty: 2245.980469
	Iteration 0F: 2 clusters Score -1167910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1161130.250000 Penalty: 4491.960938
	Iteration 0F: 3 clusters Score -1161130 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1163141.125000 Penalty: 4491.960938
	Iteration 1F: 3 clusters Score -1163141 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1163589.000000 Penalty: 4491.960938
	Iteration 2F: 3 clusters Score -1163589 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1164133.625000 Penalty: 4491.960938
	Iteration 3F: 3 clusters Score -1164134 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1164862.750000 Penalty: 4491.960938
	Iteration 4F: 3 clusters Score -1164863 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1165689.500000 Penalty: 4491.960938
	Iteration 5F: 3 clusters Score -1165690 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1166415.250000 Penalty: 4491.960938
	Iteration 6F: 3 clusters Score -1166415 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1167034.250000 Penalty: 4491.960938
	Iteration 7F: 3 clusters Score -1167034 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1167511.625000 Penalty: 4491.960938
	Iteration 8Q: 3 clusters Score -1167512 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1167793.750000 Penalty: 4491.960938
	Iteration 9Q: 3 clusters Score -1167794 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1167907.750000 Penalty: 4491.960938
	Iteration 10Q: 3 clusters Score -1167908 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1167960.750000 Penalty: 4491.960938
	Iteration 11Q: 3 clusters Score -1167961 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1167984.500000 Penalty: 4491.960938
	Iteration 12Q: 3 clusters Score -1167984 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1168000.500000 Penalty: 4491.960938
	Iteration 13Q: 3 clusters Score -1168000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1168009.875000 Penalty: 4491.960938
	Iteration 14Q: 3 clusters Score -1168010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1168012.875000 Penalty: 4491.960938
	Iteration 15Q: 3 clusters Score -1168013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1168012.250000 Penalty: 4491.960938
	Iteration 16Q: 3 clusters Score -1168012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1168014.375000 Penalty: 4491.960938
	Iteration 17Q: 3 clusters Score -1168014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1168019.750000 Penalty: 4491.960938
	Iteration 18Q: 3 clusters Score -1168020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1168018.625000 Penalty: 4491.960938
	Iteration 19Q: 3 clusters Score -1168019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1168021.500000 Penalty: 4491.960938
	Iteration 20F: 3 clusters Score -1168022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1168020.375000 Penalty: 4491.960938
	Iteration 21Q: 3 clusters Score -1168020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1168021.250000 Penalty: 4491.960938
	Iteration 22Q: 3 clusters Score -1168021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1168021.250000 Penalty: 4491.960938
	Iteration 23F: 3 clusters Score -1168021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 142069 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55122 members 
Mstep: Class 5 contains 8274 members 
Mstep: Class 6 contains 49106 members 
Mstep: Class 7 contains 10900 members 
Mstep: Class 8 contains 34603 members 
Mstep: Class 9 contains 41849 members 
Mstep: Class 10 contains 14130 members 
Mstep: Class 11 contains 37174 members 
Mstep: Class 12 contains 49538 members 
Mstep: Class 13 contains 2830 members 
Mstep: Class 14 contains 84718 members 
Mstep: Class 15 contains 39158 members 
Mstep: Class 16 contains 66610 members 
Mstep: Class 17 contains 143797 members 
Mstep: Class 18 contains 30869 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 176334 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17813 members 
Mstep: Class 25 contains 6898 members 
Mstep: Class 26 contains 6971 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 6412 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2709 members 
Entering Unmasked Estep 
Score: -142943072.000000 Penalty: 103175.226562
Splitting cluster 1 changes total score from -142944096.000000 to -142943072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (142069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142069 members 
Entering Unmasked Estep 
Score: -19724530.000000 Penalty: 2942.288818
	Iteration 0F: 2 clusters Score -1.972453e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71116 members 
Mstep: Class 2 contains 70953 members 
Entering Unmasked Estep 
Score: -19631558.000000 Penalty: 5884.577637
	Iteration 0F: 3 clusters Score -1.963156e+07 nChanged 67844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70608 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -19670882.000000 Penalty: 5884.577637
	Iteration 1F: 3 clusters Score -1.967088e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69889 members 
Mstep: Class 2 contains 72180 members 
Entering Unmasked Estep 
Score: -19672232.000000 Penalty: 5884.577637
	Iteration 2Q: 3 clusters Score -1.967223e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68867 members 
Mstep: Class 2 contains 73202 members 
Entering Unmasked Estep 
Score: -19673874.000000 Penalty: 5884.577637
	Iteration 3Q: 3 clusters Score -1.967387e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67309 members 
Mstep: Class 2 contains 74760 members 
Entering Unmasked Estep 
Score: -19676516.000000 Penalty: 5884.577637
	Iteration 4Q: 3 clusters Score -1.967652e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65100 members 
Mstep: Class 2 contains 76969 members 
Entering Unmasked Estep 
Score: -19680174.000000 Penalty: 5884.577637
	Iteration 5F: 3 clusters Score -1.968017e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61989 members 
Mstep: Class 2 contains 80080 members 
Entering Unmasked Estep 
Score: -19685888.000000 Penalty: 5884.577637
	Iteration 6F: 3 clusters Score -1.968589e+07 nChanged 9759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58122 members 
Mstep: Class 2 contains 83947 members 
Entering Unmasked Estep 
Score: -19693350.000000 Penalty: 5884.577637
	Iteration 7F: 3 clusters Score -1.969335e+07 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53911 members 
Mstep: Class 2 contains 88158 members 
Entering Unmasked Estep 
Score: -19701380.000000 Penalty: 5884.577637
	Iteration 8F: 3 clusters Score -1.970138e+07 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 91654 members 
Entering Unmasked Estep 
Score: -19707840.000000 Penalty: 5884.577637
	Iteration 9F: 3 clusters Score -1.970784e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 94142 members 
Entering Unmasked Estep 
Score: -19710592.000000 Penalty: 5884.577637
	Iteration 10Q: 3 clusters Score -1.971059e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 96209 members 
Entering Unmasked Estep 
Score: -19711838.000000 Penalty: 5884.577637
	Iteration 11Q: 3 clusters Score -1.971184e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 98087 members 
Entering Unmasked Estep 
Score: -19712584.000000 Penalty: 5884.577637
	Iteration 12Q: 3 clusters Score -1.971258e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 99859 members 
Entering Unmasked Estep 
Score: -19713246.000000 Penalty: 5884.577637
	Iteration 13Q: 3 clusters Score -1.971325e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 101634 members 
Entering Unmasked Estep 
Score: -19713816.000000 Penalty: 5884.577637
	Iteration 14Q: 3 clusters Score -1.971382e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 103490 members 
Entering Unmasked Estep 
Score: -19714434.000000 Penalty: 5884.577637
	Iteration 15Q: 3 clusters Score -1.971443e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 105420 members 
Entering Unmasked Estep 
Score: -19714982.000000 Penalty: 5884.577637
	Iteration 16Q: 3 clusters Score -1.971498e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 107389 members 
Entering Unmasked Estep 
Score: -19715376.000000 Penalty: 5884.577637
	Iteration 17Q: 3 clusters Score -1.971538e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 109376 members 
Entering Unmasked Estep 
Score: -19715886.000000 Penalty: 5884.577637
	Iteration 18Q: 3 clusters Score -1.971589e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 111395 members 
Entering Unmasked Estep 
Score: -19716384.000000 Penalty: 5884.577637
	Iteration 19Q: 3 clusters Score -1.971638e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 113369 members 
Entering Unmasked Estep 
Score: -19716882.000000 Penalty: 5884.577637
	Iteration 20F: 3 clusters Score -1.971688e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 115373 members 
Entering Unmasked Estep 
Score: -19717322.000000 Penalty: 5884.577637
	Iteration 21Q: 3 clusters Score -1.971732e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 117502 members 
Entering Unmasked Estep 
Score: -19717806.000000 Penalty: 5884.577637
	Iteration 22Q: 3 clusters Score -1.971781e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 119658 members 
Entering Unmasked Estep 
Score: -19718308.000000 Penalty: 5884.577637
	Iteration 23Q: 3 clusters Score -1.971831e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 121734 members 
Entering Unmasked Estep 
Score: -19718726.000000 Penalty: 5884.577637
	Iteration 24Q: 3 clusters Score -1.971873e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 123737 members 
Entering Unmasked Estep 
Score: -19719200.000000 Penalty: 5884.577637
	Iteration 25Q: 3 clusters Score -1.97192e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 125637 members 
Entering Unmasked Estep 
Score: -19719466.000000 Penalty: 5884.577637
	Iteration 26Q: 3 clusters Score -1.971947e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 127419 members 
Entering Unmasked Estep 
Score: -19719882.000000 Penalty: 5884.577637
	Iteration 27Q: 3 clusters Score -1.971988e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 129055 members 
Entering Unmasked Estep 
Score: -19720246.000000 Penalty: 5884.577637
	Iteration 28Q: 3 clusters Score -1.972025e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 130516 members 
Entering Unmasked Estep 
Score: -19720546.000000 Penalty: 5884.577637
	Iteration 29Q: 3 clusters Score -1.972055e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 131839 members 
Entering Unmasked Estep 
Score: -19720876.000000 Penalty: 5884.577637
	Iteration 30Q: 3 clusters Score -1.972088e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 133061 members 
Entering Unmasked Estep 
Score: -19721208.000000 Penalty: 5884.577637
	Iteration 31Q: 3 clusters Score -1.972121e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 134103 members 
Entering Unmasked Estep 
Score: -19721408.000000 Penalty: 5884.577637
	Iteration 32Q: 3 clusters Score -1.972141e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 135010 members 
Entering Unmasked Estep 
Score: -19721674.000000 Penalty: 5884.577637
	Iteration 33Q: 3 clusters Score -1.972167e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 135807 members 
Entering Unmasked Estep 
Score: -19721904.000000 Penalty: 5884.577637
	Iteration 34Q: 3 clusters Score -1.97219e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 136495 members 
Entering Unmasked Estep 
Score: -19721964.000000 Penalty: 5884.577637
	Iteration 35Q: 3 clusters Score -1.972196e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 137080 members 
Entering Unmasked Estep 
Score: -19722104.000000 Penalty: 5884.577637
	Iteration 36Q: 3 clusters Score -1.97221e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 137589 members 
Entering Unmasked Estep 
Score: -19722300.000000 Penalty: 5884.577637
	Iteration 37Q: 3 clusters Score -1.97223e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 138017 members 
Entering Unmasked Estep 
Score: -19722310.000000 Penalty: 5884.577637
	Iteration 38Q: 3 clusters Score -1.972231e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 138356 members 
Entering Unmasked Estep 
Score: -19722334.000000 Penalty: 5884.577637
	Iteration 39Q: 3 clusters Score -1.972233e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 138673 members 
Entering Unmasked Estep 
Score: -19722388.000000 Penalty: 5884.577637
	Iteration 40F: 3 clusters Score -1.972239e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 138957 members 
Entering Unmasked Estep 
Score: -19722470.000000 Penalty: 5884.577637
	Iteration 41Q: 3 clusters Score -1.972247e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 139179 members 
Entering Unmasked Estep 
Score: -19722422.000000 Penalty: 5884.577637
	Iteration 42Q: 3 clusters Score -1.972242e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 139356 members 
Entering Unmasked Estep 
Score: -19722392.000000 Penalty: 5884.577637
	Iteration 43Q: 3 clusters Score -1.972239e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 139529 members 
Entering Unmasked Estep 
Score: -19722432.000000 Penalty: 5884.577637
	Iteration 44Q: 3 clusters Score -1.972243e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 139690 members 
Entering Unmasked Estep 
Score: -19722482.000000 Penalty: 5884.577637
	Iteration 45Q: 3 clusters Score -1.972248e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 139828 members 
Entering Unmasked Estep 
Score: -19722446.000000 Penalty: 5884.577637
	Iteration 46Q: 3 clusters Score -1.972245e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 139941 members 
Entering Unmasked Estep 
Score: -19722436.000000 Penalty: 5884.577637
	Iteration 47Q: 3 clusters Score -1.972244e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 140033 members 
Entering Unmasked Estep 
Score: -19722448.000000 Penalty: 5884.577637
	Iteration 48Q: 3 clusters Score -1.972245e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 140109 members 
Entering Unmasked Estep 
Score: -19722486.000000 Penalty: 5884.577637
	Iteration 49Q: 3 clusters Score -1.972249e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 140167 members 
Entering Unmasked Estep 
Score: -19722482.000000 Penalty: 5884.577637
	Iteration 50Q: 3 clusters Score -1.972248e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 140207 members 
Entering Unmasked Estep 
Score: -19722502.000000 Penalty: 5884.577637
	Iteration 51Q: 3 clusters Score -1.97225e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 140251 members 
Entering Unmasked Estep 
Score: -19722506.000000 Penalty: 5884.577637
	Iteration 52Q: 3 clusters Score -1.972251e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 140293 members 
Entering Unmasked Estep 
Score: -19722528.000000 Penalty: 5884.577637
	Iteration 53Q: 3 clusters Score -1.972253e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 140321 members 
Entering Unmasked Estep 
Score: -19722550.000000 Penalty: 5884.577637
	Iteration 54Q: 3 clusters Score -1.972255e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 140353 members 
Entering Unmasked Estep 
Score: -19722554.000000 Penalty: 5884.577637
	Iteration 55Q: 3 clusters Score -1.972255e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 140374 members 
Entering Unmasked Estep 
Score: -19722564.000000 Penalty: 5884.577637
	Iteration 56Q: 3 clusters Score -1.972256e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 140390 members 
Entering Unmasked Estep 
Score: -19722552.000000 Penalty: 5884.577637
	Iteration 57Q: 3 clusters Score -1.972255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 140403 members 
Entering Unmasked Estep 
Score: -19722568.000000 Penalty: 5884.577637
	Iteration 58Q: 3 clusters Score -1.972257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 140413 members 
Entering Unmasked Estep 
Score: -19722556.000000 Penalty: 5884.577637
	Iteration 59Q: 3 clusters Score -1.972256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 140422 members 
Entering Unmasked Estep 
Score: -19722544.000000 Penalty: 5884.577637
	Iteration 60F: 3 clusters Score -1.972254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 140433 members 
Entering Unmasked Estep 
Score: -19722534.000000 Penalty: 5884.577637
	Iteration 61Q: 3 clusters Score -1.972253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 140437 members 
Entering Unmasked Estep 
Score: -19722526.000000 Penalty: 5884.577637
	Iteration 62Q: 3 clusters Score -1.972253e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 140446 members 
Entering Unmasked Estep 
Score: -19722532.000000 Penalty: 5884.577637
	Iteration 63Q: 3 clusters Score -1.972253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 140451 members 
Entering Unmasked Estep 
Score: -19722542.000000 Penalty: 5884.577637
	Iteration 64Q: 3 clusters Score -1.972254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 140455 members 
Entering Unmasked Estep 
Score: -19722536.000000 Penalty: 5884.577637
	Iteration 65Q: 3 clusters Score -1.972254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 140458 members 
Entering Unmasked Estep 
Score: -19722544.000000 Penalty: 5884.577637
	Iteration 66Q: 3 clusters Score -1.972254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 140459 members 
Entering Unmasked Estep 
Score: -19722542.000000 Penalty: 5884.577637
	Iteration 67Q: 3 clusters Score -1.972254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 140459 members 
Entering Unmasked Estep 
Score: -19722542.000000 Penalty: 5884.577637
	Iteration 68F: 3 clusters Score -1.972254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -123549.171875 Penalty: 1703.257568
	Iteration 0F: 2 clusters Score -123549.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -121698.257812 Penalty: 3406.515137
	Iteration 0F: 3 clusters Score -121698.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -122069.578125 Penalty: 3406.515137
	Iteration 1F: 3 clusters Score -122069.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -122220.820312 Penalty: 3406.515137
	Iteration 2F: 3 clusters Score -122220.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -122288.929688 Penalty: 3406.515137
	Iteration 3Q: 3 clusters Score -122288.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -122367.460938 Penalty: 3406.515137
	Iteration 4Q: 3 clusters Score -122367.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -122467.132812 Penalty: 3406.515137
	Iteration 5Q: 3 clusters Score -122467.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -122707.820312 Penalty: 3406.515137
	Iteration 6F: 3 clusters Score -122707.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -123039.328125 Penalty: 3406.515137
	Iteration 7Q: 3 clusters Score -123039.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -123262.367188 Penalty: 3406.515137
	Iteration 8Q: 3 clusters Score -123262.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -123350.257812 Penalty: 3406.515137
	Iteration 9Q: 3 clusters Score -123350.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -123415.273438 Penalty: 3406.515137
	Iteration 10Q: 3 clusters Score -123415.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -123464.273438 Penalty: 3406.515137
	Iteration 11Q: 3 clusters Score -123464.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -123518.007812 Penalty: 3406.515137
	Iteration 12Q: 3 clusters Score -123518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -123560.554688 Penalty: 3406.515137
	Iteration 13Q: 3 clusters Score -123560.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -123581.140625 Penalty: 3406.515137
	Iteration 14Q: 3 clusters Score -123581.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -123589.257812 Penalty: 3406.515137
	Iteration 15Q: 3 clusters Score -123589.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -123597.789062 Penalty: 3406.515137
	Iteration 16Q: 3 clusters Score -123597.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -123603.523438 Penalty: 3406.515137
	Iteration 17Q: 3 clusters Score -123603.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -123604.234375 Penalty: 3406.515137
	Iteration 18Q: 3 clusters Score -123604.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -123604.234375 Penalty: 3406.515137
	Iteration 19F: 3 clusters Score -123604.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 142069 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 55122 members 
Mstep: Class 5 contains 8274 members 
Mstep: Class 6 contains 49106 members 
Mstep: Class 7 contains 10900 members 
Mstep: Class 8 contains 34603 members 
Mstep: Class 9 contains 41849 members 
Mstep: Class 10 contains 14130 members 
Mstep: Class 11 contains 37174 members 
Mstep: Class 12 contains 49538 members 
Mstep: Class 13 contains 604 members 
Mstep: Class 14 contains 84718 members 
Mstep: Class 15 contains 39158 members 
Mstep: Class 16 contains 66610 members 
Mstep: Class 17 contains 143797 members 
Mstep: Class 18 contains 30869 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 176334 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17813 members 
Mstep: Class 25 contains 6898 members 
Mstep: Class 26 contains 6971 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 6412 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2709 members 
Entering Unmasked Estep 
Score: -142942256.000000 Penalty: 103175.226562
Splitting cluster 3 changes total score from -142944096.000000 to -142942256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (55122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55122 members 
Entering Unmasked Estep 
Score: -7751290.500000 Penalty: 2707.491455
	Iteration 0F: 2 clusters Score -7751290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -7714172.500000 Penalty: 5414.982910
	Iteration 0F: 3 clusters Score -7714172 nChanged 25584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -7728571.000000 Penalty: 5414.982910
	Iteration 1F: 3 clusters Score -7728571 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -7729114.500000 Penalty: 5414.982910
	Iteration 2Q: 3 clusters Score -7729114 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -7729703.000000 Penalty: 5414.982910
	Iteration 3Q: 3 clusters Score -7729703 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -7730355.000000 Penalty: 5414.982910
	Iteration 4Q: 3 clusters Score -7730355 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -7731211.000000 Penalty: 5414.982910
	Iteration 5Q: 3 clusters Score -7731211 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -7732497.000000 Penalty: 5414.982910
	Iteration 6Q: 3 clusters Score -7732497 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -7734409.500000 Penalty: 5414.982910
	Iteration 7F: 3 clusters Score -7734410 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -7737274.000000 Penalty: 5414.982910
	Iteration 8F: 3 clusters Score -7737274 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -7740884.500000 Penalty: 5414.982910
	Iteration 9F: 3 clusters Score -7740884 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -7744355.000000 Penalty: 5414.982910
	Iteration 10F: 3 clusters Score -7744355 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52658 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -7746688.500000 Penalty: 5414.982910
	Iteration 11Q: 3 clusters Score -7746688 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54033 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7747984.500000 Penalty: 5414.982910
	Iteration 12Q: 3 clusters Score -7747984 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7748490.500000 Penalty: 5414.982910
	Iteration 13Q: 3 clusters Score -7748490 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7748658.500000 Penalty: 5414.982910
	Iteration 14Q: 3 clusters Score -7748658 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7748759.500000 Penalty: 5414.982910
	Iteration 15Q: 3 clusters Score -7748760 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54846 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7748799.000000 Penalty: 5414.982910
	Iteration 16Q: 3 clusters Score -7748799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7748823.500000 Penalty: 5414.982910
	Iteration 17Q: 3 clusters Score -7748824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7748842.000000 Penalty: 5414.982910
	Iteration 18Q: 3 clusters Score -7748842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7748857.000000 Penalty: 5414.982910
	Iteration 19Q: 3 clusters Score -7748857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54882 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7748876.500000 Penalty: 5414.982910
	Iteration 20F: 3 clusters Score -7748876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7748882.500000 Penalty: 5414.982910
	Iteration 21Q: 3 clusters Score -7748882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7748886.000000 Penalty: 5414.982910
	Iteration 22Q: 3 clusters Score -7748886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54892 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7748895.500000 Penalty: 5414.982910
	Iteration 23Q: 3 clusters Score -7748896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54889 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7748903.500000 Penalty: 5414.982910
	Iteration 24Q: 3 clusters Score -7748904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7748914.000000 Penalty: 5414.982910
	Iteration 25Q: 3 clusters Score -7748914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54889 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7748909.000000 Penalty: 5414.982910
	Iteration 26Q: 3 clusters Score -7748909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54889 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7748909.000000 Penalty: 5414.982910
	Iteration 27F: 3 clusters Score -7748909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -1038722.937500 Penalty: 2237.176514
	Iteration 0F: 2 clusters Score -1038723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1032111.437500 Penalty: 4474.353027
	Iteration 0F: 3 clusters Score -1032111 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1034281.312500 Penalty: 4474.353027
	Iteration 1F: 3 clusters Score -1034281 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1035336.062500 Penalty: 4474.353027
	Iteration 2F: 3 clusters Score -1035336 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1036332.812500 Penalty: 4474.353027
	Iteration 3F: 3 clusters Score -1036333 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1037108.812500 Penalty: 4474.353027
	Iteration 4F: 3 clusters Score -1037109 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1037587.062500 Penalty: 4474.353027
	Iteration 5F: 3 clusters Score -1037587 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1037846.875000 Penalty: 4474.353027
	Iteration 6F: 3 clusters Score -1037847 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1038000.062500 Penalty: 4474.353027
	Iteration 7Q: 3 clusters Score -1038000 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1038079.062500 Penalty: 4474.353027
	Iteration 8Q: 3 clusters Score -1038079 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1038118.812500 Penalty: 4474.353027
	Iteration 9Q: 3 clusters Score -1038119 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1038138.500000 Penalty: 4474.353027
	Iteration 10Q: 3 clusters Score -1038138 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1038145.937500 Penalty: 4474.353027
	Iteration 11Q: 3 clusters Score -1038146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1038153.500000 Penalty: 4474.353027
	Iteration 12Q: 3 clusters Score -1038154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1038158.875000 Penalty: 4474.353027
	Iteration 13Q: 3 clusters Score -1038159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1038161.750000 Penalty: 4474.353027
	Iteration 14Q: 3 clusters Score -1038162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1038163.750000 Penalty: 4474.353027
	Iteration 15Q: 3 clusters Score -1038164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1038163.625000 Penalty: 4474.353027
	Iteration 16Q: 3 clusters Score -1038164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1038164.937500 Penalty: 4474.353027
	Iteration 17Q: 3 clusters Score -1038165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1038169.000000 Penalty: 4474.353027
	Iteration 18Q: 3 clusters Score -1038169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1038168.125000 Penalty: 4474.353027
	Iteration 19Q: 3 clusters Score -1038168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1038169.625000 Penalty: 4474.353027
	Iteration 20F: 3 clusters Score -1038170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1038172.000000 Penalty: 4474.353027
	Iteration 21Q: 3 clusters Score -1038172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1038171.125000 Penalty: 4474.353027
	Iteration 22Q: 3 clusters Score -1038171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1038172.250000 Penalty: 4474.353027
	Iteration 23Q: 3 clusters Score -1038172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1038170.250000 Penalty: 4474.353027
	Iteration 24Q: 3 clusters Score -1038170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1038170.250000 Penalty: 4474.353027
	Iteration 25F: 3 clusters Score -1038170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Entering Unmasked Estep 
Score: -6840549.500000 Penalty: 2678.830811
	Iteration 0F: 2 clusters Score -6840550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -6807473.500000 Penalty: 5357.661621
	Iteration 0F: 3 clusters Score -6807474 nChanged 22635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -6819972.500000 Penalty: 5357.661621
	Iteration 1F: 3 clusters Score -6819972 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -6820601.500000 Penalty: 5357.661621
	Iteration 2Q: 3 clusters Score -6820602 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -6821180.500000 Penalty: 5357.661621
	Iteration 3Q: 3 clusters Score -6821180 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -6821924.000000 Penalty: 5357.661621
	Iteration 4Q: 3 clusters Score -6821924 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -6822864.000000 Penalty: 5357.661621
	Iteration 5Q: 3 clusters Score -6822864 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -6824379.000000 Penalty: 5357.661621
	Iteration 6F: 3 clusters Score -6824379 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -6826217.500000 Penalty: 5357.661621
	Iteration 7F: 3 clusters Score -6826218 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -6828431.000000 Penalty: 5357.661621
	Iteration 8F: 3 clusters Score -6828431 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -6830709.000000 Penalty: 5357.661621
	Iteration 9F: 3 clusters Score -6830709 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -6832795.000000 Penalty: 5357.661621
	Iteration 10F: 3 clusters Score -6832795 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -6834186.000000 Penalty: 5357.661621
	Iteration 11Q: 3 clusters Score -6834186 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -6835078.000000 Penalty: 5357.661621
	Iteration 12Q: 3 clusters Score -6835078 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -6835559.000000 Penalty: 5357.661621
	Iteration 13Q: 3 clusters Score -6835559 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -6835860.500000 Penalty: 5357.661621
	Iteration 14Q: 3 clusters Score -6835860 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -6836073.000000 Penalty: 5357.661621
	Iteration 15Q: 3 clusters Score -6836073 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -6836219.000000 Penalty: 5357.661621
	Iteration 16Q: 3 clusters Score -6836219 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -6836340.500000 Penalty: 5357.661621
	Iteration 17Q: 3 clusters Score -6836340 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -6836438.500000 Penalty: 5357.661621
	Iteration 18Q: 3 clusters Score -6836438 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -6836550.500000 Penalty: 5357.661621
	Iteration 19Q: 3 clusters Score -6836550 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -6836623.500000 Penalty: 5357.661621
	Iteration 20F: 3 clusters Score -6836624 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -6836704.000000 Penalty: 5357.661621
	Iteration 21Q: 3 clusters Score -6836704 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -6836787.500000 Penalty: 5357.661621
	Iteration 22Q: 3 clusters Score -6836788 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -6836867.500000 Penalty: 5357.661621
	Iteration 23Q: 3 clusters Score -6836868 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -6836934.500000 Penalty: 5357.661621
	Iteration 24Q: 3 clusters Score -6836934 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -6836999.500000 Penalty: 5357.661621
	Iteration 25Q: 3 clusters Score -6837000 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -6837081.500000 Penalty: 5357.661621
	Iteration 26Q: 3 clusters Score -6837082 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -6837155.500000 Penalty: 5357.661621
	Iteration 27Q: 3 clusters Score -6837156 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -6837218.000000 Penalty: 5357.661621
	Iteration 28Q: 3 clusters Score -6837218 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -6837248.000000 Penalty: 5357.661621
	Iteration 29Q: 3 clusters Score -6837248 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -6837329.500000 Penalty: 5357.661621
	Iteration 30Q: 3 clusters Score -6837330 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -6837407.500000 Penalty: 5357.661621
	Iteration 31Q: 3 clusters Score -6837408 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -6837472.500000 Penalty: 5357.661621
	Iteration 32Q: 3 clusters Score -6837472 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -6837518.500000 Penalty: 5357.661621
	Iteration 33Q: 3 clusters Score -6837518 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -6837572.500000 Penalty: 5357.661621
	Iteration 34Q: 3 clusters Score -6837572 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -6837626.500000 Penalty: 5357.661621
	Iteration 35Q: 3 clusters Score -6837626 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -6837683.500000 Penalty: 5357.661621
	Iteration 36Q: 3 clusters Score -6837684 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -6837708.500000 Penalty: 5357.661621
	Iteration 37Q: 3 clusters Score -6837708 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -6837765.500000 Penalty: 5357.661621
	Iteration 38Q: 3 clusters Score -6837766 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -6837797.500000 Penalty: 5357.661621
	Iteration 39Q: 3 clusters Score -6837798 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -6837861.500000 Penalty: 5357.661621
	Iteration 40F: 3 clusters Score -6837862 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -6837911.000000 Penalty: 5357.661621
	Iteration 41Q: 3 clusters Score -6837911 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -6837944.500000 Penalty: 5357.661621
	Iteration 42Q: 3 clusters Score -6837944 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -6837967.500000 Penalty: 5357.661621
	Iteration 43Q: 3 clusters Score -6837968 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -6838011.000000 Penalty: 5357.661621
	Iteration 44Q: 3 clusters Score -6838011 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 47984 members 
Entering Unmasked Estep 
Score: -6838054.000000 Penalty: 5357.661621
	Iteration 45Q: 3 clusters Score -6838054 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 48059 members 
Entering Unmasked Estep 
Score: -6838083.000000 Penalty: 5357.661621
	Iteration 46Q: 3 clusters Score -6838083 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
Score: -6838109.500000 Penalty: 5357.661621
	Iteration 47Q: 3 clusters Score -6838110 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -6838136.000000 Penalty: 5357.661621
	Iteration 48Q: 3 clusters Score -6838136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -6838150.500000 Penalty: 5357.661621
	Iteration 49Q: 3 clusters Score -6838150 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -6838169.500000 Penalty: 5357.661621
	Iteration 50Q: 3 clusters Score -6838170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -6838185.500000 Penalty: 5357.661621
	Iteration 51Q: 3 clusters Score -6838186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -6838188.500000 Penalty: 5357.661621
	Iteration 52Q: 3 clusters Score -6838188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -6838206.500000 Penalty: 5357.661621
	Iteration 53Q: 3 clusters Score -6838206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -6838201.000000 Penalty: 5357.661621
	Iteration 54Q: 3 clusters Score -6838201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -6838207.500000 Penalty: 5357.661621
	Iteration 55Q: 3 clusters Score -6838208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -6838204.500000 Penalty: 5357.661621
	Iteration 56Q: 3 clusters Score -6838204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 48349 members 
Entering Unmasked Estep 
Score: -6838221.000000 Penalty: 5357.661621
	Iteration 57Q: 3 clusters Score -6838221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -6838219.000000 Penalty: 5357.661621
	Iteration 58Q: 3 clusters Score -6838219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -6838228.500000 Penalty: 5357.661621
	Iteration 59Q: 3 clusters Score -6838228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -6838225.500000 Penalty: 5357.661621
	Iteration 60F: 3 clusters Score -6838226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 48378 members 
Entering Unmasked Estep 
Score: -6838232.500000 Penalty: 5357.661621
	Iteration 61Q: 3 clusters Score -6838232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -6838231.000000 Penalty: 5357.661621
	Iteration 62Q: 3 clusters Score -6838231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -6838236.500000 Penalty: 5357.661621
	Iteration 63Q: 3 clusters Score -6838236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -6838231.000000 Penalty: 5357.661621
	Iteration 64Q: 3 clusters Score -6838231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -6838231.000000 Penalty: 5357.661621
	Iteration 65F: 3 clusters Score -6838231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Entering Unmasked Estep 
Score: -1477654.000000 Penalty: 2305.536621
	Iteration 0F: 2 clusters Score -1477654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1469371.375000 Penalty: 4611.073242
	Iteration 0F: 3 clusters Score -1469371 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1471929.375000 Penalty: 4611.073242
	Iteration 1F: 3 clusters Score -1471929 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1472401.000000 Penalty: 4611.073242
	Iteration 2F: 3 clusters Score -1472401 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1472870.625000 Penalty: 4611.073242
	Iteration 3F: 3 clusters Score -1472871 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1473346.625000 Penalty: 4611.073242
	Iteration 4F: 3 clusters Score -1473347 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1473816.000000 Penalty: 4611.073242
	Iteration 5F: 3 clusters Score -1473816 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1474242.250000 Penalty: 4611.073242
	Iteration 6F: 3 clusters Score -1474242 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1474622.250000 Penalty: 4611.073242
	Iteration 7Q: 3 clusters Score -1474622 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1474944.250000 Penalty: 4611.073242
	Iteration 8Q: 3 clusters Score -1474944 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1475180.625000 Penalty: 4611.073242
	Iteration 9Q: 3 clusters Score -1475181 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1475359.625000 Penalty: 4611.073242
	Iteration 10Q: 3 clusters Score -1475360 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1475473.875000 Penalty: 4611.073242
	Iteration 11Q: 3 clusters Score -1475474 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1475560.625000 Penalty: 4611.073242
	Iteration 12Q: 3 clusters Score -1475561 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1475633.625000 Penalty: 4611.073242
	Iteration 13Q: 3 clusters Score -1475634 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1475680.750000 Penalty: 4611.073242
	Iteration 14Q: 3 clusters Score -1475681 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1475739.000000 Penalty: 4611.073242
	Iteration 15Q: 3 clusters Score -1475739 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1475822.000000 Penalty: 4611.073242
	Iteration 16Q: 3 clusters Score -1475822 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1475933.125000 Penalty: 4611.073242
	Iteration 17Q: 3 clusters Score -1475933 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1476042.125000 Penalty: 4611.073242
	Iteration 18Q: 3 clusters Score -1476042 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1476186.375000 Penalty: 4611.073242
	Iteration 19Q: 3 clusters Score -1476186 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1476345.500000 Penalty: 4611.073242
	Iteration 20F: 3 clusters Score -1476346 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1476442.250000 Penalty: 4611.073242
	Iteration 21Q: 3 clusters Score -1476442 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1476473.750000 Penalty: 4611.073242
	Iteration 22Q: 3 clusters Score -1476474 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1476497.000000 Penalty: 4611.073242
	Iteration 23Q: 3 clusters Score -1476497 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1476510.750000 Penalty: 4611.073242
	Iteration 24Q: 3 clusters Score -1476511 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1476525.625000 Penalty: 4611.073242
	Iteration 25Q: 3 clusters Score -1476526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1476536.250000 Penalty: 4611.073242
	Iteration 26Q: 3 clusters Score -1476536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1476546.000000 Penalty: 4611.073242
	Iteration 27Q: 3 clusters Score -1476546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1476552.125000 Penalty: 4611.073242
	Iteration 28Q: 3 clusters Score -1476552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1476556.500000 Penalty: 4611.073242
	Iteration 29Q: 3 clusters Score -1476556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1476557.250000 Penalty: 4611.073242
	Iteration 30Q: 3 clusters Score -1476557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1476560.375000 Penalty: 4611.073242
	Iteration 31Q: 3 clusters Score -1476560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1476559.875000 Penalty: 4611.073242
	Iteration 32Q: 3 clusters Score -1476560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1476564.000000 Penalty: 4611.073242
	Iteration 33Q: 3 clusters Score -1476564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1476567.875000 Penalty: 4611.073242
	Iteration 34Q: 3 clusters Score -1476568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1476567.875000 Penalty: 4611.073242
	Iteration 35Q: 3 clusters Score -1476568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1476570.000000 Penalty: 4611.073242
	Iteration 36Q: 3 clusters Score -1476570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1476570.000000 Penalty: 4611.073242
	Iteration 37Q: 3 clusters Score -1476570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1476570.000000 Penalty: 4611.073242
	Iteration 38F: 3 clusters Score -1476570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Entering Unmasked Estep 
Score: -4708439.500000 Penalty: 2592.020508
	Iteration 0F: 2 clusters Score -4708440 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 17264 members 
Entering Unmasked Estep 
Score: -4684905.000000 Penalty: 5184.041016
	Iteration 0F: 3 clusters Score -4684905 nChanged 15758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -4693444.000000 Penalty: 5184.041016
	Iteration 1F: 3 clusters Score -4693444 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -4694035.000000 Penalty: 5184.041016
	Iteration 2Q: 3 clusters Score -4694035 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -4694688.500000 Penalty: 5184.041016
	Iteration 3Q: 3 clusters Score -4694688 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -4695403.500000 Penalty: 5184.041016
	Iteration 4Q: 3 clusters Score -4695404 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -4696260.000000 Penalty: 5184.041016
	Iteration 5F: 3 clusters Score -4696260 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -4697220.500000 Penalty: 5184.041016
	Iteration 6F: 3 clusters Score -4697220 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -4698266.500000 Penalty: 5184.041016
	Iteration 7F: 3 clusters Score -4698266 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -4699357.000000 Penalty: 5184.041016
	Iteration 8F: 3 clusters Score -4699357 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -4700460.500000 Penalty: 5184.041016
	Iteration 9Q: 3 clusters Score -4700460 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -4701537.000000 Penalty: 5184.041016
	Iteration 10Q: 3 clusters Score -4701537 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -4702641.500000 Penalty: 5184.041016
	Iteration 11Q: 3 clusters Score -4702642 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -4703566.500000 Penalty: 5184.041016
	Iteration 12Q: 3 clusters Score -4703566 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -4704430.500000 Penalty: 5184.041016
	Iteration 13Q: 3 clusters Score -4704430 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -4705102.000000 Penalty: 5184.041016
	Iteration 14Q: 3 clusters Score -4705102 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -4705570.000000 Penalty: 5184.041016
	Iteration 15Q: 3 clusters Score -4705570 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -4705872.000000 Penalty: 5184.041016
	Iteration 16Q: 3 clusters Score -4705872 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -4706047.500000 Penalty: 5184.041016
	Iteration 17Q: 3 clusters Score -4706048 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -4706165.500000 Penalty: 5184.041016
	Iteration 18Q: 3 clusters Score -4706166 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4706245.500000 Penalty: 5184.041016
	Iteration 19Q: 3 clusters Score -4706246 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -4706312.000000 Penalty: 5184.041016
	Iteration 20F: 3 clusters Score -4706312 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4706356.500000 Penalty: 5184.041016
	Iteration 21Q: 3 clusters Score -4706356 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -4706397.000000 Penalty: 5184.041016
	Iteration 22Q: 3 clusters Score -4706397 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -4706427.500000 Penalty: 5184.041016
	Iteration 23Q: 3 clusters Score -4706428 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -4706448.500000 Penalty: 5184.041016
	Iteration 24Q: 3 clusters Score -4706448 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4706473.500000 Penalty: 5184.041016
	Iteration 25Q: 3 clusters Score -4706474 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4706490.500000 Penalty: 5184.041016
	Iteration 26Q: 3 clusters Score -4706490 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -4706510.500000 Penalty: 5184.041016
	Iteration 27Q: 3 clusters Score -4706510 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4706528.500000 Penalty: 5184.041016
	Iteration 28Q: 3 clusters Score -4706528 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -4706541.000000 Penalty: 5184.041016
	Iteration 29Q: 3 clusters Score -4706541 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -4706556.500000 Penalty: 5184.041016
	Iteration 30Q: 3 clusters Score -4706556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4706562.000000 Penalty: 5184.041016
	Iteration 31Q: 3 clusters Score -4706562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4706573.500000 Penalty: 5184.041016
	Iteration 32Q: 3 clusters Score -4706574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4706581.000000 Penalty: 5184.041016
	Iteration 33Q: 3 clusters Score -4706581 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4706587.000000 Penalty: 5184.041016
	Iteration 34Q: 3 clusters Score -4706587 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -4706594.000000 Penalty: 5184.041016
	Iteration 35Q: 3 clusters Score -4706594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4706606.000000 Penalty: 5184.041016
	Iteration 36Q: 3 clusters Score -4706606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4706612.000000 Penalty: 5184.041016
	Iteration 37Q: 3 clusters Score -4706612 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4706618.500000 Penalty: 5184.041016
	Iteration 38Q: 3 clusters Score -4706618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4706620.500000 Penalty: 5184.041016
	Iteration 39Q: 3 clusters Score -4706620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4706635.500000 Penalty: 5184.041016
	Iteration 40F: 3 clusters Score -4706636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4706630.500000 Penalty: 5184.041016
	Iteration 41Q: 3 clusters Score -4706630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4706651.500000 Penalty: 5184.041016
	Iteration 42Q: 3 clusters Score -4706652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4706646.500000 Penalty: 5184.041016
	Iteration 43Q: 3 clusters Score -4706646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4706657.000000 Penalty: 5184.041016
	Iteration 44Q: 3 clusters Score -4706657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4706658.000000 Penalty: 5184.041016
	Iteration 45Q: 3 clusters Score -4706658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4706669.000000 Penalty: 5184.041016
	Iteration 46Q: 3 clusters Score -4706669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4706667.000000 Penalty: 5184.041016
	Iteration 47Q: 3 clusters Score -4706667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4706667.500000 Penalty: 5184.041016
	Iteration 48Q: 3 clusters Score -4706668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4706666.000000 Penalty: 5184.041016
	Iteration 49Q: 3 clusters Score -4706666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4706672.500000 Penalty: 5184.041016
	Iteration 50Q: 3 clusters Score -4706672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4706674.000000 Penalty: 5184.041016
	Iteration 51Q: 3 clusters Score -4706674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4706674.000000 Penalty: 5184.041016
	Iteration 52F: 3 clusters Score -4706674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Entering Unmasked Estep 
Score: -5663053.500000 Penalty: 2639.172119
	Iteration 0F: 2 clusters Score -5663054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -5634815.000000 Penalty: 5278.344238
	Iteration 0F: 3 clusters Score -5634815 nChanged 19247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -5645175.000000 Penalty: 5278.344238
	Iteration 1F: 3 clusters Score -5645175 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -5645570.500000 Penalty: 5278.344238
	Iteration 2Q: 3 clusters Score -5645570 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -5646027.500000 Penalty: 5278.344238
	Iteration 3Q: 3 clusters Score -5646028 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -5646461.500000 Penalty: 5278.344238
	Iteration 4Q: 3 clusters Score -5646462 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -5646896.500000 Penalty: 5278.344238
	Iteration 5Q: 3 clusters Score -5646896 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -5647441.500000 Penalty: 5278.344238
	Iteration 6Q: 3 clusters Score -5647442 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -5648141.500000 Penalty: 5278.344238
	Iteration 7Q: 3 clusters Score -5648142 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -5649150.500000 Penalty: 5278.344238
	Iteration 8Q: 3 clusters Score -5649150 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -5650651.000000 Penalty: 5278.344238
	Iteration 9F: 3 clusters Score -5650651 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -5652527.500000 Penalty: 5278.344238
	Iteration 10F: 3 clusters Score -5652528 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -5654500.000000 Penalty: 5278.344238
	Iteration 11F: 3 clusters Score -5654500 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -5656327.000000 Penalty: 5278.344238
	Iteration 12F: 3 clusters Score -5656327 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -5657834.000000 Penalty: 5278.344238
	Iteration 13Q: 3 clusters Score -5657834 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -5658972.500000 Penalty: 5278.344238
	Iteration 14Q: 3 clusters Score -5658972 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -5659698.000000 Penalty: 5278.344238
	Iteration 15Q: 3 clusters Score -5659698 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -5660105.000000 Penalty: 5278.344238
	Iteration 16Q: 3 clusters Score -5660105 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -5660365.500000 Penalty: 5278.344238
	Iteration 17Q: 3 clusters Score -5660366 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -5660531.000000 Penalty: 5278.344238
	Iteration 18Q: 3 clusters Score -5660531 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -5660622.500000 Penalty: 5278.344238
	Iteration 19Q: 3 clusters Score -5660622 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -5660664.500000 Penalty: 5278.344238
	Iteration 20F: 3 clusters Score -5660664 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -5660684.000000 Penalty: 5278.344238
	Iteration 21Q: 3 clusters Score -5660684 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -5660719.500000 Penalty: 5278.344238
	Iteration 22Q: 3 clusters Score -5660720 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -5660733.500000 Penalty: 5278.344238
	Iteration 23Q: 3 clusters Score -5660734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -5660761.000000 Penalty: 5278.344238
	Iteration 24Q: 3 clusters Score -5660761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -5660781.500000 Penalty: 5278.344238
	Iteration 25Q: 3 clusters Score -5660782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -5660780.000000 Penalty: 5278.344238
	Iteration 26Q: 3 clusters Score -5660780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -5660775.000000 Penalty: 5278.344238
	Iteration 27Q: 3 clusters Score -5660775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -5660794.000000 Penalty: 5278.344238
	Iteration 28Q: 3 clusters Score -5660794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -5660790.000000 Penalty: 5278.344238
	Iteration 29Q: 3 clusters Score -5660790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -5660805.500000 Penalty: 5278.344238
	Iteration 30Q: 3 clusters Score -5660806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -5660798.500000 Penalty: 5278.344238
	Iteration 31Q: 3 clusters Score -5660798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -5660804.000000 Penalty: 5278.344238
	Iteration 32Q: 3 clusters Score -5660804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -5660812.000000 Penalty: 5278.344238
	Iteration 33Q: 3 clusters Score -5660812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -5660819.000000 Penalty: 5278.344238
	Iteration 34Q: 3 clusters Score -5660819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -5660819.500000 Penalty: 5278.344238
	Iteration 35Q: 3 clusters Score -5660820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -5660820.500000 Penalty: 5278.344238
	Iteration 36Q: 3 clusters Score -5660820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -5660818.000000 Penalty: 5278.344238
	Iteration 37Q: 3 clusters Score -5660818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -5660823.000000 Penalty: 5278.344238
	Iteration 38Q: 3 clusters Score -5660823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -5660820.500000 Penalty: 5278.344238
	Iteration 39Q: 3 clusters Score -5660820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -5660824.000000 Penalty: 5278.344238
	Iteration 40F: 3 clusters Score -5660824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -5660831.500000 Penalty: 5278.344238
	Iteration 41Q: 3 clusters Score -5660832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -5660834.500000 Penalty: 5278.344238
	Iteration 42Q: 3 clusters Score -5660834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -5660831.000000 Penalty: 5278.344238
	Iteration 43Q: 3 clusters Score -5660831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -5660833.500000 Penalty: 5278.344238
	Iteration 44Q: 3 clusters Score -5660834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -5660839.000000 Penalty: 5278.344238
	Iteration 45Q: 3 clusters Score -5660839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -5660840.500000 Penalty: 5278.344238
	Iteration 46Q: 3 clusters Score -5660840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -5660839.000000 Penalty: 5278.344238
	Iteration 47Q: 3 clusters Score -5660839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -5660835.500000 Penalty: 5278.344238
	Iteration 48Q: 3 clusters Score -5660836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -5660839.000000 Penalty: 5278.344238
	Iteration 49Q: 3 clusters Score -5660839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -5660839.000000 Penalty: 5278.344238
	Iteration 50Q: 3 clusters Score -5660839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -5660834.000000 Penalty: 5278.344238
	Iteration 51Q: 3 clusters Score -5660834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -5660835.500000 Penalty: 5278.344238
	Iteration 52Q: 3 clusters Score -5660836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -5660837.500000 Penalty: 5278.344238
	Iteration 53Q: 3 clusters Score -5660838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -5660843.000000 Penalty: 5278.344238
	Iteration 54Q: 3 clusters Score -5660843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -5660853.500000 Penalty: 5278.344238
	Iteration 55Q: 3 clusters Score -5660854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -5660847.500000 Penalty: 5278.344238
	Iteration 56Q: 3 clusters Score -5660848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -5660848.500000 Penalty: 5278.344238
	Iteration 57Q: 3 clusters Score -5660848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -5660853.500000 Penalty: 5278.344238
	Iteration 58Q: 3 clusters Score -5660854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -5660854.000000 Penalty: 5278.344238
	Iteration 59Q: 3 clusters Score -5660854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -5660856.500000 Penalty: 5278.344238
	Iteration 60F: 3 clusters Score -5660856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -5660856.500000 Penalty: 5278.344238
	Iteration 61Q: 3 clusters Score -5660856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -5660858.000000 Penalty: 5278.344238
	Iteration 62Q: 3 clusters Score -5660858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -5660857.500000 Penalty: 5278.344238
	Iteration 63Q: 3 clusters Score -5660858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -5660865.000000 Penalty: 5278.344238
	Iteration 64Q: 3 clusters Score -5660865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -5660860.500000 Penalty: 5278.344238
	Iteration 65Q: 3 clusters Score -5660860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -5660861.500000 Penalty: 5278.344238
	Iteration 66Q: 3 clusters Score -5660862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -5660864.000000 Penalty: 5278.344238
	Iteration 67Q: 3 clusters Score -5660864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -5660867.500000 Penalty: 5278.344238
	Iteration 68Q: 3 clusters Score -5660868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -5660865.000000 Penalty: 5278.344238
	Iteration 69Q: 3 clusters Score -5660865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -5660868.000000 Penalty: 5278.344238
	Iteration 70Q: 3 clusters Score -5660868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -5660866.000000 Penalty: 5278.344238
	Iteration 71Q: 3 clusters Score -5660866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -5660868.500000 Penalty: 5278.344238
	Iteration 72Q: 3 clusters Score -5660868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -5660871.500000 Penalty: 5278.344238
	Iteration 73Q: 3 clusters Score -5660872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -5660876.000000 Penalty: 5278.344238
	Iteration 74Q: 3 clusters Score -5660876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -5660873.500000 Penalty: 5278.344238
	Iteration 75Q: 3 clusters Score -5660874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -5660873.500000 Penalty: 5278.344238
	Iteration 76F: 3 clusters Score -5660874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Entering Unmasked Estep 
Score: -1854745.125000 Penalty: 2369.901611
	Iteration 0F: 2 clusters Score -1854745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1844503.875000 Penalty: 4739.803223
	Iteration 0F: 3 clusters Score -1844504 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1848628.625000 Penalty: 4739.803223
	Iteration 1F: 3 clusters Score -1848629 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1849922.875000 Penalty: 4739.803223
	Iteration 2F: 3 clusters Score -1849923 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1851013.375000 Penalty: 4739.803223
	Iteration 3F: 3 clusters Score -1851013 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1851928.625000 Penalty: 4739.803223
	Iteration 4F: 3 clusters Score -1851929 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1852618.375000 Penalty: 4739.803223
	Iteration 5F: 3 clusters Score -1852618 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1853145.875000 Penalty: 4739.803223
	Iteration 6F: 3 clusters Score -1853146 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1853505.375000 Penalty: 4739.803223
	Iteration 7Q: 3 clusters Score -1853505 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1853715.125000 Penalty: 4739.803223
	Iteration 8Q: 3 clusters Score -1853715 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1853831.250000 Penalty: 4739.803223
	Iteration 9Q: 3 clusters Score -1853831 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1853914.000000 Penalty: 4739.803223
	Iteration 10Q: 3 clusters Score -1853914 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1853976.500000 Penalty: 4739.803223
	Iteration 11Q: 3 clusters Score -1853976 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1854020.750000 Penalty: 4739.803223
	Iteration 12Q: 3 clusters Score -1854021 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1854056.375000 Penalty: 4739.803223
	Iteration 13Q: 3 clusters Score -1854056 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1854074.000000 Penalty: 4739.803223
	Iteration 14Q: 3 clusters Score -1854074 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1854089.250000 Penalty: 4739.803223
	Iteration 15Q: 3 clusters Score -1854089 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1854093.250000 Penalty: 4739.803223
	Iteration 16Q: 3 clusters Score -1854093 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1854106.125000 Penalty: 4739.803223
	Iteration 17Q: 3 clusters Score -1854106 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1854122.500000 Penalty: 4739.803223
	Iteration 18Q: 3 clusters Score -1854122 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1854132.750000 Penalty: 4739.803223
	Iteration 19Q: 3 clusters Score -1854133 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1854145.250000 Penalty: 4739.803223
	Iteration 20F: 3 clusters Score -1854145 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1854150.000000 Penalty: 4739.803223
	Iteration 21Q: 3 clusters Score -1854150 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1854158.125000 Penalty: 4739.803223
	Iteration 22Q: 3 clusters Score -1854158 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1854176.750000 Penalty: 4739.803223
	Iteration 23Q: 3 clusters Score -1854177 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1854199.125000 Penalty: 4739.803223
	Iteration 24Q: 3 clusters Score -1854199 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1854220.125000 Penalty: 4739.803223
	Iteration 25Q: 3 clusters Score -1854220 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1854240.250000 Penalty: 4739.803223
	Iteration 26Q: 3 clusters Score -1854240 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1854261.625000 Penalty: 4739.803223
	Iteration 27Q: 3 clusters Score -1854262 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1854282.375000 Penalty: 4739.803223
	Iteration 28Q: 3 clusters Score -1854282 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1854305.250000 Penalty: 4739.803223
	Iteration 29Q: 3 clusters Score -1854305 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1854317.000000 Penalty: 4739.803223
	Iteration 30Q: 3 clusters Score -1854317 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1854338.250000 Penalty: 4739.803223
	Iteration 31Q: 3 clusters Score -1854338 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1854361.250000 Penalty: 4739.803223
	Iteration 32Q: 3 clusters Score -1854361 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1854379.750000 Penalty: 4739.803223
	Iteration 33Q: 3 clusters Score -1854380 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1854411.250000 Penalty: 4739.803223
	Iteration 34Q: 3 clusters Score -1854411 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1854433.125000 Penalty: 4739.803223
	Iteration 35Q: 3 clusters Score -1854433 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1854450.375000 Penalty: 4739.803223
	Iteration 36Q: 3 clusters Score -1854450 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1854471.875000 Penalty: 4739.803223
	Iteration 37Q: 3 clusters Score -1854472 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1854475.750000 Penalty: 4739.803223
	Iteration 38Q: 3 clusters Score -1854476 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1854482.625000 Penalty: 4739.803223
	Iteration 39Q: 3 clusters Score -1854483 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1854498.250000 Penalty: 4739.803223
	Iteration 40F: 3 clusters Score -1854498 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1854502.875000 Penalty: 4739.803223
	Iteration 41Q: 3 clusters Score -1854503 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1854509.250000 Penalty: 4739.803223
	Iteration 42Q: 3 clusters Score -1854509 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1854520.000000 Penalty: 4739.803223
	Iteration 43Q: 3 clusters Score -1854520 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1854530.250000 Penalty: 4739.803223
	Iteration 44Q: 3 clusters Score -1854530 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1854536.625000 Penalty: 4739.803223
	Iteration 45Q: 3 clusters Score -1854537 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1854544.000000 Penalty: 4739.803223
	Iteration 46Q: 3 clusters Score -1854544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1854544.125000 Penalty: 4739.803223
	Iteration 47Q: 3 clusters Score -1854544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1854556.250000 Penalty: 4739.803223
	Iteration 48Q: 3 clusters Score -1854556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1854558.125000 Penalty: 4739.803223
	Iteration 49Q: 3 clusters Score -1854558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1854558.875000 Penalty: 4739.803223
	Iteration 50Q: 3 clusters Score -1854559 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1854563.375000 Penalty: 4739.803223
	Iteration 51Q: 3 clusters Score -1854563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1854567.250000 Penalty: 4739.803223
	Iteration 52Q: 3 clusters Score -1854567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1854568.875000 Penalty: 4739.803223
	Iteration 53Q: 3 clusters Score -1854569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1854577.000000 Penalty: 4739.803223
	Iteration 54Q: 3 clusters Score -1854577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1854580.500000 Penalty: 4739.803223
	Iteration 55Q: 3 clusters Score -1854580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1854589.250000 Penalty: 4739.803223
	Iteration 56Q: 3 clusters Score -1854589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1854588.250000 Penalty: 4739.803223
	Iteration 57Q: 3 clusters Score -1854588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1854588.375000 Penalty: 4739.803223
	Iteration 58Q: 3 clusters Score -1854588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1854596.625000 Penalty: 4739.803223
	Iteration 59Q: 3 clusters Score -1854597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1854595.250000 Penalty: 4739.803223
	Iteration 60F: 3 clusters Score -1854595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1854602.875000 Penalty: 4739.803223
	Iteration 61Q: 3 clusters Score -1854603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1854601.375000 Penalty: 4739.803223
	Iteration 62Q: 3 clusters Score -1854601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1854605.750000 Penalty: 4739.803223
	Iteration 63Q: 3 clusters Score -1854606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1854605.250000 Penalty: 4739.803223
	Iteration 64Q: 3 clusters Score -1854605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1854608.375000 Penalty: 4739.803223
	Iteration 65Q: 3 clusters Score -1854608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1854609.500000 Penalty: 4739.803223
	Iteration 66Q: 3 clusters Score -1854610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1854609.750000 Penalty: 4739.803223
	Iteration 67Q: 3 clusters Score -1854610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1854612.250000 Penalty: 4739.803223
	Iteration 68Q: 3 clusters Score -1854612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1854609.125000 Penalty: 4739.803223
	Iteration 69Q: 3 clusters Score -1854609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1854610.625000 Penalty: 4739.803223
	Iteration 70Q: 3 clusters Score -1854611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1854611.750000 Penalty: 4739.803223
	Iteration 71Q: 3 clusters Score -1854612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1854614.500000 Penalty: 4739.803223
	Iteration 72Q: 3 clusters Score -1854614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1854615.750000 Penalty: 4739.803223
	Iteration 73Q: 3 clusters Score -1854616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1854617.875000 Penalty: 4739.803223
	Iteration 74Q: 3 clusters Score -1854618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1854617.750000 Penalty: 4739.803223
	Iteration 75Q: 3 clusters Score -1854618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1854615.875000 Penalty: 4739.803223
	Iteration 76Q: 3 clusters Score -1854616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1854617.750000 Penalty: 4739.803223
	Iteration 77Q: 3 clusters Score -1854618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1854617.375000 Penalty: 4739.803223
	Iteration 78Q: 3 clusters Score -1854617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1854621.500000 Penalty: 4739.803223
	Iteration 79Q: 3 clusters Score -1854622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1854618.625000 Penalty: 4739.803223
	Iteration 80F: 3 clusters Score -1854619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1854620.875000 Penalty: 4739.803223
	Iteration 81Q: 3 clusters Score -1854621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1854624.375000 Penalty: 4739.803223
	Iteration 82Q: 3 clusters Score -1854624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1854622.625000 Penalty: 4739.803223
	Iteration 83Q: 3 clusters Score -1854623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1854628.125000 Penalty: 4739.803223
	Iteration 84Q: 3 clusters Score -1854628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1854625.625000 Penalty: 4739.803223
	Iteration 85Q: 3 clusters Score -1854626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1854623.000000 Penalty: 4739.803223
	Iteration 86Q: 3 clusters Score -1854623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1854627.000000 Penalty: 4739.803223
	Iteration 87Q: 3 clusters Score -1854627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1854628.875000 Penalty: 4739.803223
	Iteration 88Q: 3 clusters Score -1854629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1854633.250000 Penalty: 4739.803223
	Iteration 89Q: 3 clusters Score -1854633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1854629.500000 Penalty: 4739.803223
	Iteration 90Q: 3 clusters Score -1854630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1854626.500000 Penalty: 4739.803223
	Iteration 91Q: 3 clusters Score -1854626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1854627.875000 Penalty: 4739.803223
	Iteration 92Q: 3 clusters Score -1854628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1854625.250000 Penalty: 4739.803223
	Iteration 93Q: 3 clusters Score -1854625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1854625.250000 Penalty: 4739.803223
	Iteration 94F: 3 clusters Score -1854625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Entering Unmasked Estep 
Score: -5223335.000000 Penalty: 2609.794434
	Iteration 0F: 2 clusters Score -5223335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -5198026.500000 Penalty: 5219.588867
	Iteration 0F: 3 clusters Score -5198026 nChanged 16918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -5207193.500000 Penalty: 5219.588867
	Iteration 1F: 3 clusters Score -5207194 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -5207779.500000 Penalty: 5219.588867
	Iteration 2Q: 3 clusters Score -5207780 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -5208354.000000 Penalty: 5219.588867
	Iteration 3Q: 3 clusters Score -5208354 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -5209030.000000 Penalty: 5219.588867
	Iteration 4Q: 3 clusters Score -5209030 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -5209980.000000 Penalty: 5219.588867
	Iteration 5Q: 3 clusters Score -5209980 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -5211288.000000 Penalty: 5219.588867
	Iteration 6F: 3 clusters Score -5211288 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -5213016.000000 Penalty: 5219.588867
	Iteration 7F: 3 clusters Score -5213016 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -5214999.500000 Penalty: 5219.588867
	Iteration 8F: 3 clusters Score -5215000 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -5217034.000000 Penalty: 5219.588867
	Iteration 9F: 3 clusters Score -5217034 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -5218699.500000 Penalty: 5219.588867
	Iteration 10F: 3 clusters Score -5218700 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -5219772.500000 Penalty: 5219.588867
	Iteration 11Q: 3 clusters Score -5219772 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -5220410.500000 Penalty: 5219.588867
	Iteration 12Q: 3 clusters Score -5220410 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -5220685.500000 Penalty: 5219.588867
	Iteration 13Q: 3 clusters Score -5220686 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -5220834.000000 Penalty: 5219.588867
	Iteration 14Q: 3 clusters Score -5220834 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -5220927.500000 Penalty: 5219.588867
	Iteration 15Q: 3 clusters Score -5220928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -5220964.500000 Penalty: 5219.588867
	Iteration 16Q: 3 clusters Score -5220964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -5220996.000000 Penalty: 5219.588867
	Iteration 17Q: 3 clusters Score -5220996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -5221014.500000 Penalty: 5219.588867
	Iteration 18Q: 3 clusters Score -5221014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -5221025.500000 Penalty: 5219.588867
	Iteration 19Q: 3 clusters Score -5221026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -5221038.500000 Penalty: 5219.588867
	Iteration 20F: 3 clusters Score -5221038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -5221050.500000 Penalty: 5219.588867
	Iteration 21Q: 3 clusters Score -5221050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -5221059.500000 Penalty: 5219.588867
	Iteration 22Q: 3 clusters Score -5221060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -5221069.500000 Penalty: 5219.588867
	Iteration 23Q: 3 clusters Score -5221070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -5221071.500000 Penalty: 5219.588867
	Iteration 24Q: 3 clusters Score -5221072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -5221071.500000 Penalty: 5219.588867
	Iteration 25F: 3 clusters Score -5221072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49538 members 
Entering Unmasked Estep 
Score: -6962832.500000 Penalty: 2681.002930
	Iteration 0F: 2 clusters Score -6962832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -6929636.500000 Penalty: 5362.005859
	Iteration 0F: 3 clusters Score -6929636 nChanged 22843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -6942333.000000 Penalty: 5362.005859
	Iteration 1F: 3 clusters Score -6942333 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -6943012.500000 Penalty: 5362.005859
	Iteration 2Q: 3 clusters Score -6943012 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -6943621.000000 Penalty: 5362.005859
	Iteration 3Q: 3 clusters Score -6943621 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -6944197.500000 Penalty: 5362.005859
	Iteration 4Q: 3 clusters Score -6944198 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -6944836.500000 Penalty: 5362.005859
	Iteration 5Q: 3 clusters Score -6944836 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -6945604.500000 Penalty: 5362.005859
	Iteration 6Q: 3 clusters Score -6945604 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -6946531.000000 Penalty: 5362.005859
	Iteration 7Q: 3 clusters Score -6946531 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -6947798.000000 Penalty: 5362.005859
	Iteration 8Q: 3 clusters Score -6947798 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -6949618.500000 Penalty: 5362.005859
	Iteration 9F: 3 clusters Score -6949618 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -6952002.500000 Penalty: 5362.005859
	Iteration 10F: 3 clusters Score -6952002 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -6954756.500000 Penalty: 5362.005859
	Iteration 11F: 3 clusters Score -6954756 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -6957172.500000 Penalty: 5362.005859
	Iteration 12F: 3 clusters Score -6957172 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -6958799.500000 Penalty: 5362.005859
	Iteration 13Q: 3 clusters Score -6958800 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -6959718.000000 Penalty: 5362.005859
	Iteration 14Q: 3 clusters Score -6959718 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -6960052.500000 Penalty: 5362.005859
	Iteration 15Q: 3 clusters Score -6960052 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -6960281.500000 Penalty: 5362.005859
	Iteration 16Q: 3 clusters Score -6960282 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -6960362.500000 Penalty: 5362.005859
	Iteration 17Q: 3 clusters Score -6960362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -6960407.500000 Penalty: 5362.005859
	Iteration 18Q: 3 clusters Score -6960408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -6960431.000000 Penalty: 5362.005859
	Iteration 19Q: 3 clusters Score -6960431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -6960447.500000 Penalty: 5362.005859
	Iteration 20F: 3 clusters Score -6960448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 49326 members 
Entering Unmasked Estep 
Score: -6960468.000000 Penalty: 5362.005859
	Iteration 21Q: 3 clusters Score -6960468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 49329 members 
Entering Unmasked Estep 
Score: -6960476.500000 Penalty: 5362.005859
	Iteration 22Q: 3 clusters Score -6960476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -6960477.000000 Penalty: 5362.005859
	Iteration 23Q: 3 clusters Score -6960477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -6960477.000000 Penalty: 5362.005859
	Iteration 24F: 3 clusters Score -6960477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (84718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84718 members 
Entering Unmasked Estep 
Score: -11689353.000000 Penalty: 2814.076660
	Iteration 0F: 2 clusters Score -1.168935e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -11632767.000000 Penalty: 5628.153320
	Iteration 0F: 3 clusters Score -1.163277e+07 nChanged 39713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -11655071.000000 Penalty: 5628.153320
	Iteration 1F: 3 clusters Score -1.165507e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -11655690.000000 Penalty: 5628.153320
	Iteration 2Q: 3 clusters Score -1.165569e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -11656441.000000 Penalty: 5628.153320
	Iteration 3Q: 3 clusters Score -1.165644e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -11657379.000000 Penalty: 5628.153320
	Iteration 4Q: 3 clusters Score -1.165738e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 49952 members 
Entering Unmasked Estep 
Score: -11658746.000000 Penalty: 5628.153320
	Iteration 5Q: 3 clusters Score -1.165875e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -11660789.000000 Penalty: 5628.153320
	Iteration 6Q: 3 clusters Score -1.166079e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 58315 members 
Entering Unmasked Estep 
Score: -11664026.000000 Penalty: 5628.153320
	Iteration 7F: 3 clusters Score -1.166403e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 64441 members 
Entering Unmasked Estep 
Score: -11669021.000000 Penalty: 5628.153320
	Iteration 8F: 3 clusters Score -1.166902e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 71001 members 
Entering Unmasked Estep 
Score: -11674971.000000 Penalty: 5628.153320
	Iteration 9F: 3 clusters Score -1.167497e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 76683 members 
Entering Unmasked Estep 
Score: -11680150.000000 Penalty: 5628.153320
	Iteration 10F: 3 clusters Score -1.168015e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 80560 members 
Entering Unmasked Estep 
Score: -11683549.000000 Penalty: 5628.153320
	Iteration 11Q: 3 clusters Score -1.168355e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 82580 members 
Entering Unmasked Estep 
Score: -11685296.000000 Penalty: 5628.153320
	Iteration 12Q: 3 clusters Score -1.16853e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 83519 members 
Entering Unmasked Estep 
Score: -11686065.000000 Penalty: 5628.153320
	Iteration 13Q: 3 clusters Score -1.168606e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 83898 members 
Entering Unmasked Estep 
Score: -11686384.000000 Penalty: 5628.153320
	Iteration 14Q: 3 clusters Score -1.168638e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 84090 members 
Entering Unmasked Estep 
Score: -11686563.000000 Penalty: 5628.153320
	Iteration 15Q: 3 clusters Score -1.168656e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 84195 members 
Entering Unmasked Estep 
Score: -11686672.000000 Penalty: 5628.153320
	Iteration 16Q: 3 clusters Score -1.168667e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 84249 members 
Entering Unmasked Estep 
Score: -11686742.000000 Penalty: 5628.153320
	Iteration 17Q: 3 clusters Score -1.168674e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 84284 members 
Entering Unmasked Estep 
Score: -11686769.000000 Penalty: 5628.153320
	Iteration 18Q: 3 clusters Score -1.168677e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 84300 members 
Entering Unmasked Estep 
Score: -11686804.000000 Penalty: 5628.153320
	Iteration 19Q: 3 clusters Score -1.16868e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 84308 members 
Entering Unmasked Estep 
Score: -11686806.000000 Penalty: 5628.153320
	Iteration 20F: 3 clusters Score -1.168681e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 84316 members 
Entering Unmasked Estep 
Score: -11686819.000000 Penalty: 5628.153320
	Iteration 21Q: 3 clusters Score -1.168682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 84321 members 
Entering Unmasked Estep 
Score: -11686828.000000 Penalty: 5628.153320
	Iteration 22Q: 3 clusters Score -1.168683e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 84330 members 
Entering Unmasked Estep 
Score: -11686833.000000 Penalty: 5628.153320
	Iteration 23Q: 3 clusters Score -1.168683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 84339 members 
Entering Unmasked Estep 
Score: -11686843.000000 Penalty: 5628.153320
	Iteration 24Q: 3 clusters Score -1.168684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 84344 members 
Entering Unmasked Estep 
Score: -11686855.000000 Penalty: 5628.153320
	Iteration 25Q: 3 clusters Score -1.168686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 84347 members 
Entering Unmasked Estep 
Score: -11686863.000000 Penalty: 5628.153320
	Iteration 26Q: 3 clusters Score -1.168686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 84348 members 
Entering Unmasked Estep 
Score: -11686860.000000 Penalty: 5628.153320
	Iteration 27Q: 3 clusters Score -1.168686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 84349 members 
Entering Unmasked Estep 
Score: -11686860.000000 Penalty: 5628.153320
	Iteration 28Q: 3 clusters Score -1.168686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 84351 members 
Entering Unmasked Estep 
Score: -11686864.000000 Penalty: 5628.153320
	Iteration 29Q: 3 clusters Score -1.168686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 84354 members 
Entering Unmasked Estep 
Score: -11686870.000000 Penalty: 5628.153320
	Iteration 30Q: 3 clusters Score -1.168687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 84358 members 
Entering Unmasked Estep 
Score: -11686892.000000 Penalty: 5628.153320
	Iteration 31Q: 3 clusters Score -1.168689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 84360 members 
Entering Unmasked Estep 
Score: -11686902.000000 Penalty: 5628.153320
	Iteration 32Q: 3 clusters Score -1.16869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 84363 members 
Entering Unmasked Estep 
Score: -11686892.000000 Penalty: 5628.153320
	Iteration 33Q: 3 clusters Score -1.168689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 84364 members 
Entering Unmasked Estep 
Score: -11686901.000000 Penalty: 5628.153320
	Iteration 34Q: 3 clusters Score -1.16869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 84365 members 
Entering Unmasked Estep 
Score: -11686895.000000 Penalty: 5628.153320
	Iteration 35Q: 3 clusters Score -1.16869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 84366 members 
Entering Unmasked Estep 
Score: -11686894.000000 Penalty: 5628.153320
	Iteration 36Q: 3 clusters Score -1.168689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 84367 members 
Entering Unmasked Estep 
Score: -11686900.000000 Penalty: 5628.153320
	Iteration 37Q: 3 clusters Score -1.16869e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 84367 members 
Entering Unmasked Estep 
Score: -11686900.000000 Penalty: 5628.153320
	Iteration 38F: 3 clusters Score -1.16869e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Entering Unmasked Estep 
Score: -5506387.000000 Penalty: 2622.689453
	Iteration 0F: 2 clusters Score -5506387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -5479759.000000 Penalty: 5245.378906
	Iteration 0F: 3 clusters Score -5479759 nChanged 17941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -5489774.500000 Penalty: 5245.378906
	Iteration 1F: 3 clusters Score -5489774 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -5490221.000000 Penalty: 5245.378906
	Iteration 2Q: 3 clusters Score -5490221 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -5490708.000000 Penalty: 5245.378906
	Iteration 3Q: 3 clusters Score -5490708 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -5491221.500000 Penalty: 5245.378906
	Iteration 4Q: 3 clusters Score -5491222 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -5491836.000000 Penalty: 5245.378906
	Iteration 5Q: 3 clusters Score -5491836 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -5492621.500000 Penalty: 5245.378906
	Iteration 6Q: 3 clusters Score -5492622 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -5493708.500000 Penalty: 5245.378906
	Iteration 7Q: 3 clusters Score -5493708 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -5495185.500000 Penalty: 5245.378906
	Iteration 8F: 3 clusters Score -5495186 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -5497019.000000 Penalty: 5245.378906
	Iteration 9F: 3 clusters Score -5497019 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -5498944.500000 Penalty: 5245.378906
	Iteration 10F: 3 clusters Score -5498944 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -5500249.500000 Penalty: 5245.378906
	Iteration 11F: 3 clusters Score -5500250 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -5500812.000000 Penalty: 5245.378906
	Iteration 12Q: 3 clusters Score -5500812 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -5501152.500000 Penalty: 5245.378906
	Iteration 13Q: 3 clusters Score -5501152 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -5501358.000000 Penalty: 5245.378906
	Iteration 14Q: 3 clusters Score -5501358 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -5501506.000000 Penalty: 5245.378906
	Iteration 15Q: 3 clusters Score -5501506 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -5501620.500000 Penalty: 5245.378906
	Iteration 16Q: 3 clusters Score -5501620 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -5501735.000000 Penalty: 5245.378906
	Iteration 17Q: 3 clusters Score -5501735 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -5501846.500000 Penalty: 5245.378906
	Iteration 18Q: 3 clusters Score -5501846 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -5501957.500000 Penalty: 5245.378906
	Iteration 19Q: 3 clusters Score -5501958 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -5502036.500000 Penalty: 5245.378906
	Iteration 20F: 3 clusters Score -5502036 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -5502136.000000 Penalty: 5245.378906
	Iteration 21Q: 3 clusters Score -5502136 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -5502259.000000 Penalty: 5245.378906
	Iteration 22Q: 3 clusters Score -5502259 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -5502381.000000 Penalty: 5245.378906
	Iteration 23Q: 3 clusters Score -5502381 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -5502496.000000 Penalty: 5245.378906
	Iteration 24Q: 3 clusters Score -5502496 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -5502592.000000 Penalty: 5245.378906
	Iteration 25Q: 3 clusters Score -5502592 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -5502696.000000 Penalty: 5245.378906
	Iteration 26Q: 3 clusters Score -5502696 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -5502777.500000 Penalty: 5245.378906
	Iteration 27Q: 3 clusters Score -5502778 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -5502883.000000 Penalty: 5245.378906
	Iteration 28Q: 3 clusters Score -5502883 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -5502986.000000 Penalty: 5245.378906
	Iteration 29Q: 3 clusters Score -5502986 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -5503041.000000 Penalty: 5245.378906
	Iteration 30Q: 3 clusters Score -5503041 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -5503083.000000 Penalty: 5245.378906
	Iteration 31Q: 3 clusters Score -5503083 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -5503157.500000 Penalty: 5245.378906
	Iteration 32Q: 3 clusters Score -5503158 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -5503242.000000 Penalty: 5245.378906
	Iteration 33Q: 3 clusters Score -5503242 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -5503289.500000 Penalty: 5245.378906
	Iteration 34Q: 3 clusters Score -5503290 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -5503325.000000 Penalty: 5245.378906
	Iteration 35Q: 3 clusters Score -5503325 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -5503379.500000 Penalty: 5245.378906
	Iteration 36Q: 3 clusters Score -5503380 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -5503444.500000 Penalty: 5245.378906
	Iteration 37Q: 3 clusters Score -5503444 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -5503516.000000 Penalty: 5245.378906
	Iteration 38Q: 3 clusters Score -5503516 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -5503582.000000 Penalty: 5245.378906
	Iteration 39Q: 3 clusters Score -5503582 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -5503617.500000 Penalty: 5245.378906
	Iteration 40F: 3 clusters Score -5503618 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -5503686.500000 Penalty: 5245.378906
	Iteration 41Q: 3 clusters Score -5503686 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -5503727.000000 Penalty: 5245.378906
	Iteration 42Q: 3 clusters Score -5503727 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -5503791.500000 Penalty: 5245.378906
	Iteration 43Q: 3 clusters Score -5503792 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -5503817.500000 Penalty: 5245.378906
	Iteration 44Q: 3 clusters Score -5503818 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -5503882.500000 Penalty: 5245.378906
	Iteration 45Q: 3 clusters Score -5503882 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -5503918.500000 Penalty: 5245.378906
	Iteration 46Q: 3 clusters Score -5503918 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -5503951.500000 Penalty: 5245.378906
	Iteration 47Q: 3 clusters Score -5503952 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -5503976.000000 Penalty: 5245.378906
	Iteration 48Q: 3 clusters Score -5503976 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -5504014.500000 Penalty: 5245.378906
	Iteration 49Q: 3 clusters Score -5504014 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -5504049.500000 Penalty: 5245.378906
	Iteration 50Q: 3 clusters Score -5504050 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -5504068.500000 Penalty: 5245.378906
	Iteration 51Q: 3 clusters Score -5504068 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -5504084.500000 Penalty: 5245.378906
	Iteration 52Q: 3 clusters Score -5504084 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -5504100.500000 Penalty: 5245.378906
	Iteration 53Q: 3 clusters Score -5504100 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -5504106.500000 Penalty: 5245.378906
	Iteration 54Q: 3 clusters Score -5504106 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -5504123.500000 Penalty: 5245.378906
	Iteration 55Q: 3 clusters Score -5504124 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -5504155.000000 Penalty: 5245.378906
	Iteration 56Q: 3 clusters Score -5504155 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -5504177.500000 Penalty: 5245.378906
	Iteration 57Q: 3 clusters Score -5504178 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -5504182.000000 Penalty: 5245.378906
	Iteration 58Q: 3 clusters Score -5504182 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -5504204.000000 Penalty: 5245.378906
	Iteration 59Q: 3 clusters Score -5504204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -5504218.000000 Penalty: 5245.378906
	Iteration 60F: 3 clusters Score -5504218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -5504221.500000 Penalty: 5245.378906
	Iteration 61Q: 3 clusters Score -5504222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -5504218.000000 Penalty: 5245.378906
	Iteration 62Q: 3 clusters Score -5504218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -5504229.000000 Penalty: 5245.378906
	Iteration 63Q: 3 clusters Score -5504229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -5504232.500000 Penalty: 5245.378906
	Iteration 64Q: 3 clusters Score -5504232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -5504238.000000 Penalty: 5245.378906
	Iteration 65Q: 3 clusters Score -5504238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -5504250.000000 Penalty: 5245.378906
	Iteration 66Q: 3 clusters Score -5504250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -5504250.500000 Penalty: 5245.378906
	Iteration 67Q: 3 clusters Score -5504250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -5504260.000000 Penalty: 5245.378906
	Iteration 68Q: 3 clusters Score -5504260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -5504262.000000 Penalty: 5245.378906
	Iteration 69Q: 3 clusters Score -5504262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -5504270.500000 Penalty: 5245.378906
	Iteration 70Q: 3 clusters Score -5504270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -5504267.500000 Penalty: 5245.378906
	Iteration 71Q: 3 clusters Score -5504268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -5504276.000000 Penalty: 5245.378906
	Iteration 72Q: 3 clusters Score -5504276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -5504270.500000 Penalty: 5245.378906
	Iteration 73Q: 3 clusters Score -5504270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -5504274.500000 Penalty: 5245.378906
	Iteration 74Q: 3 clusters Score -5504274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -5504271.000000 Penalty: 5245.378906
	Iteration 75Q: 3 clusters Score -5504271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -5504272.000000 Penalty: 5245.378906
	Iteration 76Q: 3 clusters Score -5504272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -5504270.500000 Penalty: 5245.378906
	Iteration 77Q: 3 clusters Score -5504270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -5504265.500000 Penalty: 5245.378906
	Iteration 78Q: 3 clusters Score -5504266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -5504267.000000 Penalty: 5245.378906
	Iteration 79Q: 3 clusters Score -5504267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -5504264.000000 Penalty: 5245.378906
	Iteration 80F: 3 clusters Score -5504264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (66610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66610 members 
Entering Unmasked Estep 
Score: -9325289.000000 Penalty: 2754.439453
	Iteration 0F: 2 clusters Score -9325289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -9280792.000000 Penalty: 5508.878906
	Iteration 0F: 3 clusters Score -9280792 nChanged 30947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -9298059.000000 Penalty: 5508.878906
	Iteration 1F: 3 clusters Score -9298059 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -9298600.000000 Penalty: 5508.878906
	Iteration 2Q: 3 clusters Score -9298600 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -9299107.000000 Penalty: 5508.878906
	Iteration 3Q: 3 clusters Score -9299107 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -9299614.000000 Penalty: 5508.878906
	Iteration 4Q: 3 clusters Score -9299614 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -9300047.000000 Penalty: 5508.878906
	Iteration 5Q: 3 clusters Score -9300047 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -9300546.000000 Penalty: 5508.878906
	Iteration 6Q: 3 clusters Score -9300546 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -9301233.000000 Penalty: 5508.878906
	Iteration 7Q: 3 clusters Score -9301233 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -9302018.000000 Penalty: 5508.878906
	Iteration 8Q: 3 clusters Score -9302018 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -9302984.000000 Penalty: 5508.878906
	Iteration 9Q: 3 clusters Score -9302984 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -9304476.000000 Penalty: 5508.878906
	Iteration 10Q: 3 clusters Score -9304476 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -9306465.000000 Penalty: 5508.878906
	Iteration 11Q: 3 clusters Score -9306465 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -9309008.000000 Penalty: 5508.878906
	Iteration 12F: 3 clusters Score -9309008 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -9311771.000000 Penalty: 5508.878906
	Iteration 13F: 3 clusters Score -9311771 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -9313984.000000 Penalty: 5508.878906
	Iteration 14F: 3 clusters Score -9313984 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -9315118.000000 Penalty: 5508.878906
	Iteration 15Q: 3 clusters Score -9315118 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -9315681.000000 Penalty: 5508.878906
	Iteration 16Q: 3 clusters Score -9315681 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -9315978.000000 Penalty: 5508.878906
	Iteration 17Q: 3 clusters Score -9315978 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -9316169.000000 Penalty: 5508.878906
	Iteration 18Q: 3 clusters Score -9316169 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -9316347.000000 Penalty: 5508.878906
	Iteration 19Q: 3 clusters Score -9316347 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -9316424.000000 Penalty: 5508.878906
	Iteration 20F: 3 clusters Score -9316424 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -9316477.000000 Penalty: 5508.878906
	Iteration 21Q: 3 clusters Score -9316477 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -9316585.000000 Penalty: 5508.878906
	Iteration 22Q: 3 clusters Score -9316585 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -9316672.000000 Penalty: 5508.878906
	Iteration 23Q: 3 clusters Score -9316672 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -9316750.000000 Penalty: 5508.878906
	Iteration 24Q: 3 clusters Score -9316750 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -9316827.000000 Penalty: 5508.878906
	Iteration 25Q: 3 clusters Score -9316827 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -9316887.000000 Penalty: 5508.878906
	Iteration 26Q: 3 clusters Score -9316887 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -9316910.000000 Penalty: 5508.878906
	Iteration 27Q: 3 clusters Score -9316910 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -9316934.000000 Penalty: 5508.878906
	Iteration 28Q: 3 clusters Score -9316934 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -9316903.000000 Penalty: 5508.878906
	Iteration 29Q: 3 clusters Score -9316903 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -9316937.000000 Penalty: 5508.878906
	Iteration 30Q: 3 clusters Score -9316937 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -9316923.000000 Penalty: 5508.878906
	Iteration 31Q: 3 clusters Score -9316923 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -9316959.000000 Penalty: 5508.878906
	Iteration 32Q: 3 clusters Score -9316959 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -9316985.000000 Penalty: 5508.878906
	Iteration 33Q: 3 clusters Score -9316985 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -9316992.000000 Penalty: 5508.878906
	Iteration 34Q: 3 clusters Score -9316992 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -9317014.000000 Penalty: 5508.878906
	Iteration 35Q: 3 clusters Score -9317014 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -9317026.000000 Penalty: 5508.878906
	Iteration 36Q: 3 clusters Score -9317026 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -9317036.000000 Penalty: 5508.878906
	Iteration 37Q: 3 clusters Score -9317036 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -9317059.000000 Penalty: 5508.878906
	Iteration 38Q: 3 clusters Score -9317059 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -9317051.000000 Penalty: 5508.878906
	Iteration 39Q: 3 clusters Score -9317051 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -9317061.000000 Penalty: 5508.878906
	Iteration 40F: 3 clusters Score -9317061 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -9317051.000000 Penalty: 5508.878906
	Iteration 41Q: 3 clusters Score -9317051 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9317105 nChanged 119
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Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -9317151.000000 Penalty: 5508.878906
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Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9317163 nChanged 116
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Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9317140 nChanged 101
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Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9317187 nChanged 110
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Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35219 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35070 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 34929 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34549 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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Mstep: Class 1 contains 33763 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 33266 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 32836 members 
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	Iteration 97Q: 3 clusters Score -9317449 nChanged 186
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Mstep: Class 1 contains 30914 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 18231 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 50100 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 51142 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 53443 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 54303 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 55191 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 55600 members 
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Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 56026 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 56420 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 56804 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 57555 members 
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Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 57932 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 58303 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 58690 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 59070 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 59479 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 59847 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 60209 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 60543 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5420 members 
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Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 61513 members 
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Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 61812 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 62122 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 62415 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3929 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 62917 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 63145 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3080 members 
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Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 63704 members 
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Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 63863 members 
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Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 64005 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 2466 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 64253 members 
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Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 64355 members 
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	Iteration 183Q: 3 clusters Score -9322949 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 64432 members 
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	Iteration 184Q: 3 clusters Score -9322980 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 64493 members 
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	Iteration 185Q: 3 clusters Score -9323007 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 64534 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -9323003 nChanged 39
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Mstep: Class 1 contains 2039 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -9323025 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2010 members 
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	Iteration 188Q: 3 clusters Score -9323037 nChanged 28
Entering Unmasked Mstep 
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	Iteration 189Q: 3 clusters Score -9323052 nChanged 27
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Mstep: Class 1 contains 1955 members 
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	Iteration 190Q: 3 clusters Score -9323053 nChanged 31
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Mstep: Class 1 contains 1924 members 
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	Iteration 191Q: 3 clusters Score -9323068 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1899 members 
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	Iteration 192Q: 3 clusters Score -9323086 nChanged 29
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Mstep: Class 1 contains 1870 members 
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	Iteration 193Q: 3 clusters Score -9323090 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1844 members 
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	Iteration 194Q: 3 clusters Score -9323102 nChanged 27
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -9323094 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1787 members 
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	Iteration 196Q: 3 clusters Score -9323102 nChanged 30
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	Iteration 197Q: 3 clusters Score -9323126 nChanged 30
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	Iteration 198Q: 3 clusters Score -9323120 nChanged 17
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	Iteration 199Q: 3 clusters Score -9323128 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -9323131 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1690 members 
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	Iteration 201Q: 3 clusters Score -9323129 nChanged 11
Entering Unmasked Mstep 
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	Iteration 202Q: 3 clusters Score -9323130 nChanged 4
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -9323141 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1675 members 
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	Iteration 204Q: 3 clusters Score -9323132 nChanged 4
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	Iteration 205Q: 3 clusters Score -9323132 nChanged 1
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -9323125 nChanged 2
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	Iteration 207Q: 3 clusters Score -9323125 nChanged 2
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	Iteration 208Q: 3 clusters Score -9323125 nChanged 2
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -9323117 nChanged 1
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	Iteration 211Q: 3 clusters Score -9323120 nChanged 3
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	Iteration 212Q: 3 clusters Score -9323123 nChanged 3
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	Iteration 213Q: 3 clusters Score -9323117 nChanged 8
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	Iteration 214Q: 3 clusters Score -9323115 nChanged 6
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	Iteration 216Q: 3 clusters Score -9323123 nChanged 7
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	Iteration 218Q: 3 clusters Score -9323128 nChanged 8
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	Iteration 219Q: 3 clusters Score -9323138 nChanged 6
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	Iteration 220F: 3 clusters Score -9323146 nChanged 4
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	Iteration 222Q: 3 clusters Score -9323142 nChanged 4
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	Iteration 223Q: 3 clusters Score -9323140 nChanged 3
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	Iteration 224Q: 3 clusters Score -9323143 nChanged 5
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	Iteration 225Q: 3 clusters Score -9323140 nChanged 4
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	Iteration 226Q: 3 clusters Score -9323136 nChanged 6
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	Iteration 227Q: 3 clusters Score -9323128 nChanged 4
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	Iteration 228Q: 3 clusters Score -9323137 nChanged 12
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	Iteration 229Q: 3 clusters Score -9323137 nChanged 7
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	Iteration 230Q: 3 clusters Score -9323133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
Score: -9323129.000000 Penalty: 5508.878906
	Iteration 231Q: 3 clusters Score -9323129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -9323132.000000 Penalty: 5508.878906
	Iteration 232Q: 3 clusters Score -9323132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 65081 members 
Entering Unmasked Estep 
Score: -9323132.000000 Penalty: 5508.878906
	Iteration 233Q: 3 clusters Score -9323132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 65090 members 
Entering Unmasked Estep 
Score: -9323138.000000 Penalty: 5508.878906
	Iteration 234Q: 3 clusters Score -9323138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
Score: -9323141.000000 Penalty: 5508.878906
	Iteration 235Q: 3 clusters Score -9323141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 65099 members 
Entering Unmasked Estep 
Score: -9323153.000000 Penalty: 5508.878906
	Iteration 236Q: 3 clusters Score -9323153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
Score: -9323151.000000 Penalty: 5508.878906
	Iteration 237Q: 3 clusters Score -9323151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 65108 members 
Entering Unmasked Estep 
Score: -9323151.000000 Penalty: 5508.878906
	Iteration 238Q: 3 clusters Score -9323151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -9323146.000000 Penalty: 5508.878906
	Iteration 239Q: 3 clusters Score -9323146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 65112 members 
Entering Unmasked Estep 
Score: -9323143.000000 Penalty: 5508.878906
	Iteration 240F: 3 clusters Score -9323143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (143797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143797 members 
Entering Unmasked Estep 
Score: -20009924.000000 Penalty: 2945.287109
	Iteration 0F: 2 clusters Score -2.000992e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71500 members 
Mstep: Class 2 contains 72297 members 
Entering Unmasked Estep 
Score: -19917392.000000 Penalty: 5890.574219
	Iteration 0F: 3 clusters Score -1.991739e+07 nChanged 68850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65346 members 
Mstep: Class 2 contains 78451 members 
Entering Unmasked Estep 
Score: -19958288.000000 Penalty: 5890.574219
	Iteration 1F: 3 clusters Score -1.995829e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61711 members 
Mstep: Class 2 contains 82086 members 
Entering Unmasked Estep 
Score: -19960194.000000 Penalty: 5890.574219
	Iteration 2Q: 3 clusters Score -1.996019e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56394 members 
Mstep: Class 2 contains 87403 members 
Entering Unmasked Estep 
Score: -19962932.000000 Penalty: 5890.574219
	Iteration 3Q: 3 clusters Score -1.996293e+07 nChanged 8232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 95059 members 
Entering Unmasked Estep 
Score: -19967634.000000 Penalty: 5890.574219
	Iteration 4F: 3 clusters Score -1.996763e+07 nChanged 10435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 105230 members 
Entering Unmasked Estep 
Score: -19975320.000000 Penalty: 5890.574219
	Iteration 5F: 3 clusters Score -1.997532e+07 nChanged 11871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 117023 members 
Entering Unmasked Estep 
Score: -19985466.000000 Penalty: 5890.574219
	Iteration 6F: 3 clusters Score -1.998547e+07 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 128046 members 
Entering Unmasked Estep 
Score: -19994984.000000 Penalty: 5890.574219
	Iteration 7F: 3 clusters Score -1.999498e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 135916 members 
Entering Unmasked Estep 
Score: -20001430.000000 Penalty: 5890.574219
	Iteration 8F: 3 clusters Score -2.000143e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 140091 members 
Entering Unmasked Estep 
Score: -20004702.000000 Penalty: 5890.574219
	Iteration 9Q: 3 clusters Score -2.00047e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 141929 members 
Entering Unmasked Estep 
Score: -20006116.000000 Penalty: 5890.574219
	Iteration 10Q: 3 clusters Score -2.000612e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 142661 members 
Entering Unmasked Estep 
Score: -20006724.000000 Penalty: 5890.574219
	Iteration 11Q: 3 clusters Score -2.000672e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 142967 members 
Entering Unmasked Estep 
Score: -20007042.000000 Penalty: 5890.574219
	Iteration 12Q: 3 clusters Score -2.000704e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 143103 members 
Entering Unmasked Estep 
Score: -20007170.000000 Penalty: 5890.574219
	Iteration 13Q: 3 clusters Score -2.000717e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 143155 members 
Entering Unmasked Estep 
Score: -20007252.000000 Penalty: 5890.574219
	Iteration 14Q: 3 clusters Score -2.000725e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 143192 members 
Entering Unmasked Estep 
Score: -20007302.000000 Penalty: 5890.574219
	Iteration 15Q: 3 clusters Score -2.00073e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 143209 members 
Entering Unmasked Estep 
Score: -20007334.000000 Penalty: 5890.574219
	Iteration 16Q: 3 clusters Score -2.000733e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 143215 members 
Entering Unmasked Estep 
Score: -20007362.000000 Penalty: 5890.574219
	Iteration 17Q: 3 clusters Score -2.000736e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 143226 members 
Entering Unmasked Estep 
Score: -20007384.000000 Penalty: 5890.574219
	Iteration 18Q: 3 clusters Score -2.000738e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 143240 members 
Entering Unmasked Estep 
Score: -20007426.000000 Penalty: 5890.574219
	Iteration 19Q: 3 clusters Score -2.000743e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 143263 members 
Entering Unmasked Estep 
Score: -20007432.000000 Penalty: 5890.574219
	Iteration 20F: 3 clusters Score -2.000743e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 143270 members 
Entering Unmasked Estep 
Score: -20007446.000000 Penalty: 5890.574219
	Iteration 21Q: 3 clusters Score -2.000745e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 143270 members 
Entering Unmasked Estep 
Score: -20007442.000000 Penalty: 5890.574219
	Iteration 22Q: 3 clusters Score -2.000744e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 143275 members 
Entering Unmasked Estep 
Score: -20007458.000000 Penalty: 5890.574219
	Iteration 23Q: 3 clusters Score -2.000746e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 143277 members 
Entering Unmasked Estep 
Score: -20007478.000000 Penalty: 5890.574219
	Iteration 24Q: 3 clusters Score -2.000748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 143284 members 
Entering Unmasked Estep 
Score: -20007472.000000 Penalty: 5890.574219
	Iteration 25Q: 3 clusters Score -2.000747e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 143286 members 
Entering Unmasked Estep 
Score: -20007480.000000 Penalty: 5890.574219
	Iteration 26Q: 3 clusters Score -2.000748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 143288 members 
Entering Unmasked Estep 
Score: -20007466.000000 Penalty: 5890.574219
	Iteration 27Q: 3 clusters Score -2.000747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 143289 members 
Entering Unmasked Estep 
Score: -20007486.000000 Penalty: 5890.574219
	Iteration 28Q: 3 clusters Score -2.000749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 143288 members 
Entering Unmasked Estep 
Score: -20007498.000000 Penalty: 5890.574219
	Iteration 29Q: 3 clusters Score -2.00075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 143289 members 
Entering Unmasked Estep 
Score: -20007490.000000 Penalty: 5890.574219
	Iteration 30Q: 3 clusters Score -2.000749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 143289 members 
Entering Unmasked Estep 
Score: -20007490.000000 Penalty: 5890.574219
	Iteration 31F: 3 clusters Score -2.000749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Entering Unmasked Estep 
Score: -4161806.750000 Penalty: 2563.701904
	Iteration 0F: 2 clusters Score -4161807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -4140700.000000 Penalty: 5127.403809
	Iteration 0F: 3 clusters Score -4140700 nChanged 13988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -4148528.500000 Penalty: 5127.403809
	Iteration 1F: 3 clusters Score -4148528 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -4149412.750000 Penalty: 5127.403809
	Iteration 2F: 3 clusters Score -4149413 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -4150446.500000 Penalty: 5127.403809
	Iteration 3F: 3 clusters Score -4150446 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -4151687.500000 Penalty: 5127.403809
	Iteration 4F: 3 clusters Score -4151688 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -4153251.250000 Penalty: 5127.403809
	Iteration 5F: 3 clusters Score -4153251 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -4154901.250000 Penalty: 5127.403809
	Iteration 6F: 3 clusters Score -4154901 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -4156428.500000 Penalty: 5127.403809
	Iteration 7F: 3 clusters Score -4156428 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -4157718.500000 Penalty: 5127.403809
	Iteration 8F: 3 clusters Score -4157718 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -4158718.000000 Penalty: 5127.403809
	Iteration 9Q: 3 clusters Score -4158718 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -4159433.500000 Penalty: 5127.403809
	Iteration 10Q: 3 clusters Score -4159434 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -4159990.750000 Penalty: 5127.403809
	Iteration 11Q: 3 clusters Score -4159991 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -4160381.000000 Penalty: 5127.403809
	Iteration 12Q: 3 clusters Score -4160381 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -4160637.750000 Penalty: 5127.403809
	Iteration 13Q: 3 clusters Score -4160638 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -4160817.000000 Penalty: 5127.403809
	Iteration 14Q: 3 clusters Score -4160817 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -4160934.500000 Penalty: 5127.403809
	Iteration 15Q: 3 clusters Score -4160934 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -4161016.750000 Penalty: 5127.403809
	Iteration 16Q: 3 clusters Score -4161017 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -4161080.250000 Penalty: 5127.403809
	Iteration 17Q: 3 clusters Score -4161080 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -4161134.000000 Penalty: 5127.403809
	Iteration 18Q: 3 clusters Score -4161134 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -4161176.500000 Penalty: 5127.403809
	Iteration 19Q: 3 clusters Score -4161176 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -4161195.000000 Penalty: 5127.403809
	Iteration 20F: 3 clusters Score -4161195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -4161208.250000 Penalty: 5127.403809
	Iteration 21Q: 3 clusters Score -4161208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -4161228.250000 Penalty: 5127.403809
	Iteration 22Q: 3 clusters Score -4161228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -4161242.500000 Penalty: 5127.403809
	Iteration 23Q: 3 clusters Score -4161242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -4161252.250000 Penalty: 5127.403809
	Iteration 24Q: 3 clusters Score -4161252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -4161253.750000 Penalty: 5127.403809
	Iteration 25Q: 3 clusters Score -4161254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -4161254.000000 Penalty: 5127.403809
	Iteration 26Q: 3 clusters Score -4161254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -4161255.000000 Penalty: 5127.403809
	Iteration 27Q: 3 clusters Score -4161255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -4161258.000000 Penalty: 5127.403809
	Iteration 28Q: 3 clusters Score -4161258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -4161257.000000 Penalty: 5127.403809
	Iteration 29Q: 3 clusters Score -4161257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -4161255.750000 Penalty: 5127.403809
	Iteration 30Q: 3 clusters Score -4161256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -4161255.750000 Penalty: 5127.403809
	Iteration 31F: 3 clusters Score -4161256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Entering Unmasked Estep 
Score: -1070183.000000 Penalty: 2221.749756
	Iteration 0F: 2 clusters Score -1070183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1063907.625000 Penalty: 4443.499512
	Iteration 0F: 3 clusters Score -1063908 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1065571.500000 Penalty: 4443.499512
	Iteration 1F: 3 clusters Score -1065572 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1065819.750000 Penalty: 4443.499512
	Iteration 2F: 3 clusters Score -1065820 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1065992.375000 Penalty: 4443.499512
	Iteration 3F: 3 clusters Score -1065992 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1066113.250000 Penalty: 4443.499512
	Iteration 4Q: 3 clusters Score -1066113 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1066204.250000 Penalty: 4443.499512
	Iteration 5Q: 3 clusters Score -1066204 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1066286.250000 Penalty: 4443.499512
	Iteration 6Q: 3 clusters Score -1066286 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1066349.250000 Penalty: 4443.499512
	Iteration 7Q: 3 clusters Score -1066349 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1066396.375000 Penalty: 4443.499512
	Iteration 8Q: 3 clusters Score -1066396 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1066432.125000 Penalty: 4443.499512
	Iteration 9Q: 3 clusters Score -1066432 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1066472.500000 Penalty: 4443.499512
	Iteration 10Q: 3 clusters Score -1066472 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1066509.750000 Penalty: 4443.499512
	Iteration 11Q: 3 clusters Score -1066510 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1066550.000000 Penalty: 4443.499512
	Iteration 12Q: 3 clusters Score -1066550 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1066586.625000 Penalty: 4443.499512
	Iteration 13Q: 3 clusters Score -1066587 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1066631.125000 Penalty: 4443.499512
	Iteration 14Q: 3 clusters Score -1066631 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1066687.250000 Penalty: 4443.499512
	Iteration 15Q: 3 clusters Score -1066687 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1066733.875000 Penalty: 4443.499512
	Iteration 16Q: 3 clusters Score -1066734 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1066773.750000 Penalty: 4443.499512
	Iteration 17Q: 3 clusters Score -1066774 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1066810.250000 Penalty: 4443.499512
	Iteration 18Q: 3 clusters Score -1066810 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1066850.750000 Penalty: 4443.499512
	Iteration 19Q: 3 clusters Score -1066851 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1066889.000000 Penalty: 4443.499512
	Iteration 20F: 3 clusters Score -1066889 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1066929.000000 Penalty: 4443.499512
	Iteration 21Q: 3 clusters Score -1066929 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1066973.750000 Penalty: 4443.499512
	Iteration 22Q: 3 clusters Score -1066974 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1067012.250000 Penalty: 4443.499512
	Iteration 23Q: 3 clusters Score -1067012 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1067049.625000 Penalty: 4443.499512
	Iteration 24Q: 3 clusters Score -1067050 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1067081.125000 Penalty: 4443.499512
	Iteration 25Q: 3 clusters Score -1067081 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1067113.000000 Penalty: 4443.499512
	Iteration 26Q: 3 clusters Score -1067113 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1067155.125000 Penalty: 4443.499512
	Iteration 27Q: 3 clusters Score -1067155 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1067191.500000 Penalty: 4443.499512
	Iteration 28Q: 3 clusters Score -1067192 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1067224.500000 Penalty: 4443.499512
	Iteration 29Q: 3 clusters Score -1067224 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1067258.375000 Penalty: 4443.499512
	Iteration 30Q: 3 clusters Score -1067258 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1067297.875000 Penalty: 4443.499512
	Iteration 31Q: 3 clusters Score -1067298 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1067331.250000 Penalty: 4443.499512
	Iteration 32Q: 3 clusters Score -1067331 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1067372.125000 Penalty: 4443.499512
	Iteration 33Q: 3 clusters Score -1067372 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1067414.875000 Penalty: 4443.499512
	Iteration 34Q: 3 clusters Score -1067415 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1067451.375000 Penalty: 4443.499512
	Iteration 35Q: 3 clusters Score -1067451 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1067496.875000 Penalty: 4443.499512
	Iteration 36Q: 3 clusters Score -1067497 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1067545.375000 Penalty: 4443.499512
	Iteration 37Q: 3 clusters Score -1067545 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1067589.625000 Penalty: 4443.499512
	Iteration 38Q: 3 clusters Score -1067590 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1067631.375000 Penalty: 4443.499512
	Iteration 39Q: 3 clusters Score -1067631 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1067671.000000 Penalty: 4443.499512
	Iteration 40F: 3 clusters Score -1067671 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1067706.750000 Penalty: 4443.499512
	Iteration 41Q: 3 clusters Score -1067707 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1067754.500000 Penalty: 4443.499512
	Iteration 42Q: 3 clusters Score -1067754 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1067799.250000 Penalty: 4443.499512
	Iteration 43Q: 3 clusters Score -1067799 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1067838.375000 Penalty: 4443.499512
	Iteration 44Q: 3 clusters Score -1067838 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1067873.375000 Penalty: 4443.499512
	Iteration 45Q: 3 clusters Score -1067873 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1067915.250000 Penalty: 4443.499512
	Iteration 46Q: 3 clusters Score -1067915 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1067947.250000 Penalty: 4443.499512
	Iteration 47Q: 3 clusters Score -1067947 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1067972.875000 Penalty: 4443.499512
	Iteration 48Q: 3 clusters Score -1067973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1067994.625000 Penalty: 4443.499512
	Iteration 49Q: 3 clusters Score -1067995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1068009.250000 Penalty: 4443.499512
	Iteration 50Q: 3 clusters Score -1068009 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1068032.375000 Penalty: 4443.499512
	Iteration 51Q: 3 clusters Score -1068032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1068048.000000 Penalty: 4443.499512
	Iteration 52Q: 3 clusters Score -1068048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1068063.500000 Penalty: 4443.499512
	Iteration 53Q: 3 clusters Score -1068064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1068084.625000 Penalty: 4443.499512
	Iteration 54Q: 3 clusters Score -1068085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1068098.875000 Penalty: 4443.499512
	Iteration 55Q: 3 clusters Score -1068099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1068108.875000 Penalty: 4443.499512
	Iteration 56Q: 3 clusters Score -1068109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1068118.000000 Penalty: 4443.499512
	Iteration 57Q: 3 clusters Score -1068118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1068134.750000 Penalty: 4443.499512
	Iteration 58Q: 3 clusters Score -1068135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1068148.625000 Penalty: 4443.499512
	Iteration 59Q: 3 clusters Score -1068149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1068159.125000 Penalty: 4443.499512
	Iteration 60F: 3 clusters Score -1068159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1068167.000000 Penalty: 4443.499512
	Iteration 61Q: 3 clusters Score -1068167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1068181.750000 Penalty: 4443.499512
	Iteration 62Q: 3 clusters Score -1068182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1068198.125000 Penalty: 4443.499512
	Iteration 63Q: 3 clusters Score -1068198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1068210.250000 Penalty: 4443.499512
	Iteration 64Q: 3 clusters Score -1068210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1068223.500000 Penalty: 4443.499512
	Iteration 65Q: 3 clusters Score -1068224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1068230.375000 Penalty: 4443.499512
	Iteration 66Q: 3 clusters Score -1068230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1068231.875000 Penalty: 4443.499512
	Iteration 67Q: 3 clusters Score -1068232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1068231.500000 Penalty: 4443.499512
	Iteration 68Q: 3 clusters Score -1068232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1068234.875000 Penalty: 4443.499512
	Iteration 69Q: 3 clusters Score -1068235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1068235.875000 Penalty: 4443.499512
	Iteration 70Q: 3 clusters Score -1068236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1068238.750000 Penalty: 4443.499512
	Iteration 71Q: 3 clusters Score -1068239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1068238.750000 Penalty: 4443.499512
	Iteration 72F: 3 clusters Score -1068239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -126737.164062 Penalty: 1708.871094
	Iteration 0F: 2 clusters Score -126737.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -124820.390625 Penalty: 3417.742188
	Iteration 0F: 3 clusters Score -124820.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -125253.046875 Penalty: 3417.742188
	Iteration 1F: 3 clusters Score -125253 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -125565.765625 Penalty: 3417.742188
	Iteration 2F: 3 clusters Score -125565.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -125752.679688 Penalty: 3417.742188
	Iteration 3F: 3 clusters Score -125752.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125940.539062 Penalty: 3417.742188
	Iteration 4F: 3 clusters Score -125940.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -126032.367188 Penalty: 3417.742188
	Iteration 5Q: 3 clusters Score -126032.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -126102.781250 Penalty: 3417.742188
	Iteration 6Q: 3 clusters Score -126102.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -126160.484375 Penalty: 3417.742188
	Iteration 7Q: 3 clusters Score -126160.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -126231.031250 Penalty: 3417.742188
	Iteration 8Q: 3 clusters Score -126231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -126290.289062 Penalty: 3417.742188
	Iteration 9Q: 3 clusters Score -126290.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -126332.992188 Penalty: 3417.742188
	Iteration 10Q: 3 clusters Score -126333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -126366.312500 Penalty: 3417.742188
	Iteration 11Q: 3 clusters Score -126366.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -126392.953125 Penalty: 3417.742188
	Iteration 12Q: 3 clusters Score -126393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -126413.125000 Penalty: 3417.742188
	Iteration 13Q: 3 clusters Score -126413.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -126424.601562 Penalty: 3417.742188
	Iteration 14Q: 3 clusters Score -126424.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -126426.859375 Penalty: 3417.742188
	Iteration 15Q: 3 clusters Score -126426.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -126426.859375 Penalty: 3417.742188
	Iteration 16F: 3 clusters Score -126426.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (176334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176334 members 
Entering Unmasked Estep 
Score: -24470836.000000 Penalty: 2995.873535
	Iteration 0F: 2 clusters Score -2.447084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87997 members 
Mstep: Class 2 contains 88337 members 
Entering Unmasked Estep 
Score: -24359392.000000 Penalty: 5991.747070
	Iteration 0F: 3 clusters Score -2.435939e+07 nChanged 84308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87067 members 
Mstep: Class 2 contains 89267 members 
Entering Unmasked Estep 
Score: -24407934.000000 Penalty: 5991.747070
	Iteration 1F: 3 clusters Score -2.440793e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86282 members 
Mstep: Class 2 contains 90052 members 
Entering Unmasked Estep 
Score: -24408808.000000 Penalty: 5991.747070
	Iteration 2Q: 3 clusters Score -2.440881e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85100 members 
Mstep: Class 2 contains 91234 members 
Entering Unmasked Estep 
Score: -24410238.000000 Penalty: 5991.747070
	Iteration 3Q: 3 clusters Score -2.441024e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83359 members 
Mstep: Class 2 contains 92975 members 
Entering Unmasked Estep 
Score: -24412460.000000 Penalty: 5991.747070
	Iteration 4Q: 3 clusters Score -2.441246e+07 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81076 members 
Mstep: Class 2 contains 95258 members 
Entering Unmasked Estep 
Score: -24415924.000000 Penalty: 5991.747070
	Iteration 5Q: 3 clusters Score -2.441592e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78331 members 
Mstep: Class 2 contains 98003 members 
Entering Unmasked Estep 
Score: -24420662.000000 Penalty: 5991.747070
	Iteration 6Q: 3 clusters Score -2.442066e+07 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75316 members 
Mstep: Class 2 contains 101018 members 
Entering Unmasked Estep 
Score: -24427068.000000 Penalty: 5991.747070
	Iteration 7F: 3 clusters Score -2.442707e+07 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72492 members 
Mstep: Class 2 contains 103842 members 
Entering Unmasked Estep 
Score: -24434166.000000 Penalty: 5991.747070
	Iteration 8F: 3 clusters Score -2.443417e+07 nChanged 11090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70476 members 
Mstep: Class 2 contains 105858 members 
Entering Unmasked Estep 
Score: -24441268.000000 Penalty: 5991.747070
	Iteration 9F: 3 clusters Score -2.444127e+07 nChanged 10160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69506 members 
Mstep: Class 2 contains 106828 members 
Entering Unmasked Estep 
Score: -24446992.000000 Penalty: 5991.747070
	Iteration 10F: 3 clusters Score -2.444699e+07 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69188 members 
Mstep: Class 2 contains 107146 members 
Entering Unmasked Estep 
Score: -24450048.000000 Penalty: 5991.747070
	Iteration 11Q: 3 clusters Score -2.445005e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69090 members 
Mstep: Class 2 contains 107244 members 
Entering Unmasked Estep 
Score: -24451404.000000 Penalty: 5991.747070
	Iteration 12Q: 3 clusters Score -2.44514e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69065 members 
Mstep: Class 2 contains 107269 members 
Entering Unmasked Estep 
Score: -24451984.000000 Penalty: 5991.747070
	Iteration 13Q: 3 clusters Score -2.445198e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69005 members 
Mstep: Class 2 contains 107329 members 
Entering Unmasked Estep 
Score: -24452312.000000 Penalty: 5991.747070
	Iteration 14Q: 3 clusters Score -2.445231e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68886 members 
Mstep: Class 2 contains 107448 members 
Entering Unmasked Estep 
Score: -24452658.000000 Penalty: 5991.747070
	Iteration 15Q: 3 clusters Score -2.445266e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68753 members 
Mstep: Class 2 contains 107581 members 
Entering Unmasked Estep 
Score: -24453036.000000 Penalty: 5991.747070
	Iteration 16Q: 3 clusters Score -2.445304e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68686 members 
Mstep: Class 2 contains 107648 members 
Entering Unmasked Estep 
Score: -24453296.000000 Penalty: 5991.747070
	Iteration 17Q: 3 clusters Score -2.44533e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68628 members 
Mstep: Class 2 contains 107706 members 
Entering Unmasked Estep 
Score: -24453632.000000 Penalty: 5991.747070
	Iteration 18Q: 3 clusters Score -2.445363e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68516 members 
Mstep: Class 2 contains 107818 members 
Entering Unmasked Estep 
Score: -24453860.000000 Penalty: 5991.747070
	Iteration 19Q: 3 clusters Score -2.445386e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68420 members 
Mstep: Class 2 contains 107914 members 
Entering Unmasked Estep 
Score: -24454064.000000 Penalty: 5991.747070
	Iteration 20F: 3 clusters Score -2.445406e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68349 members 
Mstep: Class 2 contains 107985 members 
Entering Unmasked Estep 
Score: -24454212.000000 Penalty: 5991.747070
	Iteration 21Q: 3 clusters Score -2.445421e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68257 members 
Mstep: Class 2 contains 108077 members 
Entering Unmasked Estep 
Score: -24454334.000000 Penalty: 5991.747070
	Iteration 22Q: 3 clusters Score -2.445433e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68130 members 
Mstep: Class 2 contains 108204 members 
Entering Unmasked Estep 
Score: -24454474.000000 Penalty: 5991.747070
	Iteration 23Q: 3 clusters Score -2.445447e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68022 members 
Mstep: Class 2 contains 108312 members 
Entering Unmasked Estep 
Score: -24454650.000000 Penalty: 5991.747070
	Iteration 24Q: 3 clusters Score -2.445465e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 108377 members 
Entering Unmasked Estep 
Score: -24454832.000000 Penalty: 5991.747070
	Iteration 25Q: 3 clusters Score -2.445483e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67914 members 
Mstep: Class 2 contains 108420 members 
Entering Unmasked Estep 
Score: -24455110.000000 Penalty: 5991.747070
	Iteration 26Q: 3 clusters Score -2.445511e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67826 members 
Mstep: Class 2 contains 108508 members 
Entering Unmasked Estep 
Score: -24455232.000000 Penalty: 5991.747070
	Iteration 27Q: 3 clusters Score -2.445523e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67752 members 
Mstep: Class 2 contains 108582 members 
Entering Unmasked Estep 
Score: -24455358.000000 Penalty: 5991.747070
	Iteration 28Q: 3 clusters Score -2.445536e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67628 members 
Mstep: Class 2 contains 108706 members 
Entering Unmasked Estep 
Score: -24455432.000000 Penalty: 5991.747070
	Iteration 29Q: 3 clusters Score -2.445543e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67545 members 
Mstep: Class 2 contains 108789 members 
Entering Unmasked Estep 
Score: -24455520.000000 Penalty: 5991.747070
	Iteration 30Q: 3 clusters Score -2.445552e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67430 members 
Mstep: Class 2 contains 108904 members 
Entering Unmasked Estep 
Score: -24455550.000000 Penalty: 5991.747070
	Iteration 31Q: 3 clusters Score -2.445555e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67290 members 
Mstep: Class 2 contains 109044 members 
Entering Unmasked Estep 
Score: -24455562.000000 Penalty: 5991.747070
	Iteration 32Q: 3 clusters Score -2.445556e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67126 members 
Mstep: Class 2 contains 109208 members 
Entering Unmasked Estep 
Score: -24455574.000000 Penalty: 5991.747070
	Iteration 33Q: 3 clusters Score -2.445557e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66942 members 
Mstep: Class 2 contains 109392 members 
Entering Unmasked Estep 
Score: -24455642.000000 Penalty: 5991.747070
	Iteration 34Q: 3 clusters Score -2.445564e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66762 members 
Mstep: Class 2 contains 109572 members 
Entering Unmasked Estep 
Score: -24455646.000000 Penalty: 5991.747070
	Iteration 35Q: 3 clusters Score -2.445565e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66575 members 
Mstep: Class 2 contains 109759 members 
Entering Unmasked Estep 
Score: -24455704.000000 Penalty: 5991.747070
	Iteration 36Q: 3 clusters Score -2.44557e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66405 members 
Mstep: Class 2 contains 109929 members 
Entering Unmasked Estep 
Score: -24455726.000000 Penalty: 5991.747070
	Iteration 37Q: 3 clusters Score -2.445573e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66237 members 
Mstep: Class 2 contains 110097 members 
Entering Unmasked Estep 
Score: -24455734.000000 Penalty: 5991.747070
	Iteration 38Q: 3 clusters Score -2.445573e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66071 members 
Mstep: Class 2 contains 110263 members 
Entering Unmasked Estep 
Score: -24455814.000000 Penalty: 5991.747070
	Iteration 39Q: 3 clusters Score -2.445581e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65912 members 
Mstep: Class 2 contains 110422 members 
Entering Unmasked Estep 
Score: -24455830.000000 Penalty: 5991.747070
	Iteration 40F: 3 clusters Score -2.445583e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65775 members 
Mstep: Class 2 contains 110559 members 
Entering Unmasked Estep 
Score: -24455858.000000 Penalty: 5991.747070
	Iteration 41Q: 3 clusters Score -2.445586e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65664 members 
Mstep: Class 2 contains 110670 members 
Entering Unmasked Estep 
Score: -24455886.000000 Penalty: 5991.747070
	Iteration 42Q: 3 clusters Score -2.445589e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65574 members 
Mstep: Class 2 contains 110760 members 
Entering Unmasked Estep 
Score: -24455886.000000 Penalty: 5991.747070
	Iteration 43Q: 3 clusters Score -2.445589e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65478 members 
Mstep: Class 2 contains 110856 members 
Entering Unmasked Estep 
Score: -24455874.000000 Penalty: 5991.747070
	Iteration 44Q: 3 clusters Score -2.445587e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65380 members 
Mstep: Class 2 contains 110954 members 
Entering Unmasked Estep 
Score: -24455922.000000 Penalty: 5991.747070
	Iteration 45Q: 3 clusters Score -2.445592e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65281 members 
Mstep: Class 2 contains 111053 members 
Entering Unmasked Estep 
Score: -24455934.000000 Penalty: 5991.747070
	Iteration 46Q: 3 clusters Score -2.445593e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 111162 members 
Entering Unmasked Estep 
Score: -24455904.000000 Penalty: 5991.747070
	Iteration 47Q: 3 clusters Score -2.44559e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65077 members 
Mstep: Class 2 contains 111257 members 
Entering Unmasked Estep 
Score: -24455912.000000 Penalty: 5991.747070
	Iteration 48Q: 3 clusters Score -2.445591e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64997 members 
Mstep: Class 2 contains 111337 members 
Entering Unmasked Estep 
Score: -24455912.000000 Penalty: 5991.747070
	Iteration 49Q: 3 clusters Score -2.445591e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 111426 members 
Entering Unmasked Estep 
Score: -24455868.000000 Penalty: 5991.747070
	Iteration 50Q: 3 clusters Score -2.445587e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64805 members 
Mstep: Class 2 contains 111529 members 
Entering Unmasked Estep 
Score: -24455908.000000 Penalty: 5991.747070
	Iteration 51Q: 3 clusters Score -2.445591e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64711 members 
Mstep: Class 2 contains 111623 members 
Entering Unmasked Estep 
Score: -24455864.000000 Penalty: 5991.747070
	Iteration 52Q: 3 clusters Score -2.445586e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 111697 members 
Entering Unmasked Estep 
Score: -24455880.000000 Penalty: 5991.747070
	Iteration 53Q: 3 clusters Score -2.445588e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64560 members 
Mstep: Class 2 contains 111774 members 
Entering Unmasked Estep 
Score: -24455872.000000 Penalty: 5991.747070
	Iteration 54Q: 3 clusters Score -2.445587e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64482 members 
Mstep: Class 2 contains 111852 members 
Entering Unmasked Estep 
Score: -24455844.000000 Penalty: 5991.747070
	Iteration 55Q: 3 clusters Score -2.445584e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64394 members 
Mstep: Class 2 contains 111940 members 
Entering Unmasked Estep 
Score: -24455842.000000 Penalty: 5991.747070
	Iteration 56Q: 3 clusters Score -2.445584e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64321 members 
Mstep: Class 2 contains 112013 members 
Entering Unmasked Estep 
Score: -24455826.000000 Penalty: 5991.747070
	Iteration 57Q: 3 clusters Score -2.445583e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64261 members 
Mstep: Class 2 contains 112073 members 
Entering Unmasked Estep 
Score: -24455792.000000 Penalty: 5991.747070
	Iteration 58Q: 3 clusters Score -2.445579e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64201 members 
Mstep: Class 2 contains 112133 members 
Entering Unmasked Estep 
Score: -24455776.000000 Penalty: 5991.747070
	Iteration 59Q: 3 clusters Score -2.445578e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64136 members 
Mstep: Class 2 contains 112198 members 
Entering Unmasked Estep 
Score: -24455762.000000 Penalty: 5991.747070
	Iteration 60F: 3 clusters Score -2.445576e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64083 members 
Mstep: Class 2 contains 112251 members 
Entering Unmasked Estep 
Score: -24455750.000000 Penalty: 5991.747070
	Iteration 61Q: 3 clusters Score -2.445575e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64028 members 
Mstep: Class 2 contains 112306 members 
Entering Unmasked Estep 
Score: -24455754.000000 Penalty: 5991.747070
	Iteration 62Q: 3 clusters Score -2.445575e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63990 members 
Mstep: Class 2 contains 112344 members 
Entering Unmasked Estep 
Score: -24455748.000000 Penalty: 5991.747070
	Iteration 63Q: 3 clusters Score -2.445575e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63936 members 
Mstep: Class 2 contains 112398 members 
Entering Unmasked Estep 
Score: -24455726.000000 Penalty: 5991.747070
	Iteration 64Q: 3 clusters Score -2.445573e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63884 members 
Mstep: Class 2 contains 112450 members 
Entering Unmasked Estep 
Score: -24455734.000000 Penalty: 5991.747070
	Iteration 65Q: 3 clusters Score -2.445573e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63840 members 
Mstep: Class 2 contains 112494 members 
Entering Unmasked Estep 
Score: -24455750.000000 Penalty: 5991.747070
	Iteration 66Q: 3 clusters Score -2.445575e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63783 members 
Mstep: Class 2 contains 112551 members 
Entering Unmasked Estep 
Score: -24455752.000000 Penalty: 5991.747070
	Iteration 67Q: 3 clusters Score -2.445575e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 112604 members 
Entering Unmasked Estep 
Score: -24455736.000000 Penalty: 5991.747070
	Iteration 68Q: 3 clusters Score -2.445574e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 112645 members 
Entering Unmasked Estep 
Score: -24455814.000000 Penalty: 5991.747070
	Iteration 69Q: 3 clusters Score -2.445581e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63654 members 
Mstep: Class 2 contains 112680 members 
Entering Unmasked Estep 
Score: -24455782.000000 Penalty: 5991.747070
	Iteration 70Q: 3 clusters Score -2.445578e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63614 members 
Mstep: Class 2 contains 112720 members 
Entering Unmasked Estep 
Score: -24455788.000000 Penalty: 5991.747070
	Iteration 71Q: 3 clusters Score -2.445579e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63580 members 
Mstep: Class 2 contains 112754 members 
Entering Unmasked Estep 
Score: -24455782.000000 Penalty: 5991.747070
	Iteration 72Q: 3 clusters Score -2.445578e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63548 members 
Mstep: Class 2 contains 112786 members 
Entering Unmasked Estep 
Score: -24455782.000000 Penalty: 5991.747070
	Iteration 73Q: 3 clusters Score -2.445578e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63518 members 
Mstep: Class 2 contains 112816 members 
Entering Unmasked Estep 
Score: -24455762.000000 Penalty: 5991.747070
	Iteration 74Q: 3 clusters Score -2.445576e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63486 members 
Mstep: Class 2 contains 112848 members 
Entering Unmasked Estep 
Score: -24455770.000000 Penalty: 5991.747070
	Iteration 75Q: 3 clusters Score -2.445577e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63463 members 
Mstep: Class 2 contains 112871 members 
Entering Unmasked Estep 
Score: -24455782.000000 Penalty: 5991.747070
	Iteration 76Q: 3 clusters Score -2.445578e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63437 members 
Mstep: Class 2 contains 112897 members 
Entering Unmasked Estep 
Score: -24455800.000000 Penalty: 5991.747070
	Iteration 77Q: 3 clusters Score -2.44558e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63417 members 
Mstep: Class 2 contains 112917 members 
Entering Unmasked Estep 
Score: -24455796.000000 Penalty: 5991.747070
	Iteration 78Q: 3 clusters Score -2.44558e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63399 members 
Mstep: Class 2 contains 112935 members 
Entering Unmasked Estep 
Score: -24455822.000000 Penalty: 5991.747070
	Iteration 79Q: 3 clusters Score -2.445582e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63380 members 
Mstep: Class 2 contains 112954 members 
Entering Unmasked Estep 
Score: -24455814.000000 Penalty: 5991.747070
	Iteration 80F: 3 clusters Score -2.445581e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 112970 members 
Entering Unmasked Estep 
Score: -24455848.000000 Penalty: 5991.747070
	Iteration 81Q: 3 clusters Score -2.445585e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 112981 members 
Entering Unmasked Estep 
Score: -24455848.000000 Penalty: 5991.747070
	Iteration 82Q: 3 clusters Score -2.445585e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63337 members 
Mstep: Class 2 contains 112997 members 
Entering Unmasked Estep 
Score: -24455824.000000 Penalty: 5991.747070
	Iteration 83Q: 3 clusters Score -2.445582e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63326 members 
Mstep: Class 2 contains 113008 members 
Entering Unmasked Estep 
Score: -24455816.000000 Penalty: 5991.747070
	Iteration 84Q: 3 clusters Score -2.445582e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 113017 members 
Entering Unmasked Estep 
Score: -24455810.000000 Penalty: 5991.747070
	Iteration 85Q: 3 clusters Score -2.445581e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63305 members 
Mstep: Class 2 contains 113029 members 
Entering Unmasked Estep 
Score: -24455820.000000 Penalty: 5991.747070
	Iteration 86Q: 3 clusters Score -2.445582e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 113040 members 
Entering Unmasked Estep 
Score: -24455806.000000 Penalty: 5991.747070
	Iteration 87Q: 3 clusters Score -2.445581e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63281 members 
Mstep: Class 2 contains 113053 members 
Entering Unmasked Estep 
Score: -24455842.000000 Penalty: 5991.747070
	Iteration 88Q: 3 clusters Score -2.445584e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63260 members 
Mstep: Class 2 contains 113074 members 
Entering Unmasked Estep 
Score: -24455844.000000 Penalty: 5991.747070
	Iteration 89Q: 3 clusters Score -2.445584e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63234 members 
Mstep: Class 2 contains 113100 members 
Entering Unmasked Estep 
Score: -24455844.000000 Penalty: 5991.747070
	Iteration 90Q: 3 clusters Score -2.445584e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63204 members 
Mstep: Class 2 contains 113130 members 
Entering Unmasked Estep 
Score: -24455842.000000 Penalty: 5991.747070
	Iteration 91Q: 3 clusters Score -2.445584e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63164 members 
Mstep: Class 2 contains 113170 members 
Entering Unmasked Estep 
Score: -24455868.000000 Penalty: 5991.747070
	Iteration 92Q: 3 clusters Score -2.445587e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63135 members 
Mstep: Class 2 contains 113199 members 
Entering Unmasked Estep 
Score: -24455862.000000 Penalty: 5991.747070
	Iteration 93Q: 3 clusters Score -2.445586e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63104 members 
Mstep: Class 2 contains 113230 members 
Entering Unmasked Estep 
Score: -24455854.000000 Penalty: 5991.747070
	Iteration 94Q: 3 clusters Score -2.445585e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 113256 members 
Entering Unmasked Estep 
Score: -24455830.000000 Penalty: 5991.747070
	Iteration 95Q: 3 clusters Score -2.445583e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63050 members 
Mstep: Class 2 contains 113284 members 
Entering Unmasked Estep 
Score: -24455840.000000 Penalty: 5991.747070
	Iteration 96Q: 3 clusters Score -2.445584e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63020 members 
Mstep: Class 2 contains 113314 members 
Entering Unmasked Estep 
Score: -24455866.000000 Penalty: 5991.747070
	Iteration 97Q: 3 clusters Score -2.445587e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62983 members 
Mstep: Class 2 contains 113351 members 
Entering Unmasked Estep 
Score: -24455850.000000 Penalty: 5991.747070
	Iteration 98Q: 3 clusters Score -2.445585e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62948 members 
Mstep: Class 2 contains 113386 members 
Entering Unmasked Estep 
Score: -24455846.000000 Penalty: 5991.747070
	Iteration 99Q: 3 clusters Score -2.445585e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 113420 members 
Entering Unmasked Estep 
Score: -24455828.000000 Penalty: 5991.747070
	Iteration 100F: 3 clusters Score -2.445583e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62885 members 
Mstep: Class 2 contains 113449 members 
Entering Unmasked Estep 
Score: -24455844.000000 Penalty: 5991.747070
	Iteration 101Q: 3 clusters Score -2.445584e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62850 members 
Mstep: Class 2 contains 113484 members 
Entering Unmasked Estep 
Score: -24455840.000000 Penalty: 5991.747070
	Iteration 102Q: 3 clusters Score -2.445584e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62810 members 
Mstep: Class 2 contains 113524 members 
Entering Unmasked Estep 
Score: -24455828.000000 Penalty: 5991.747070
	Iteration 103Q: 3 clusters Score -2.445583e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62761 members 
Mstep: Class 2 contains 113573 members 
Entering Unmasked Estep 
Score: -24455826.000000 Penalty: 5991.747070
	Iteration 104Q: 3 clusters Score -2.445583e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62716 members 
Mstep: Class 2 contains 113618 members 
Entering Unmasked Estep 
Score: -24455842.000000 Penalty: 5991.747070
	Iteration 105Q: 3 clusters Score -2.445584e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62669 members 
Mstep: Class 2 contains 113665 members 
Entering Unmasked Estep 
Score: -24455792.000000 Penalty: 5991.747070
	Iteration 106Q: 3 clusters Score -2.445579e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62629 members 
Mstep: Class 2 contains 113705 members 
Entering Unmasked Estep 
Score: -24455788.000000 Penalty: 5991.747070
	Iteration 107Q: 3 clusters Score -2.445579e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62582 members 
Mstep: Class 2 contains 113752 members 
Entering Unmasked Estep 
Score: -24455816.000000 Penalty: 5991.747070
	Iteration 108Q: 3 clusters Score -2.445582e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62543 members 
Mstep: Class 2 contains 113791 members 
Entering Unmasked Estep 
Score: -24455816.000000 Penalty: 5991.747070
	Iteration 109Q: 3 clusters Score -2.445582e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 113838 members 
Entering Unmasked Estep 
Score: -24455806.000000 Penalty: 5991.747070
	Iteration 110Q: 3 clusters Score -2.445581e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 113877 members 
Entering Unmasked Estep 
Score: -24455800.000000 Penalty: 5991.747070
	Iteration 111Q: 3 clusters Score -2.44558e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 113916 members 
Entering Unmasked Estep 
Score: -24455802.000000 Penalty: 5991.747070
	Iteration 112Q: 3 clusters Score -2.44558e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62377 members 
Mstep: Class 2 contains 113957 members 
Entering Unmasked Estep 
Score: -24455804.000000 Penalty: 5991.747070
	Iteration 113Q: 3 clusters Score -2.44558e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62344 members 
Mstep: Class 2 contains 113990 members 
Entering Unmasked Estep 
Score: -24455796.000000 Penalty: 5991.747070
	Iteration 114Q: 3 clusters Score -2.44558e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62316 members 
Mstep: Class 2 contains 114018 members 
Entering Unmasked Estep 
Score: -24455812.000000 Penalty: 5991.747070
	Iteration 115Q: 3 clusters Score -2.445581e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Mstep: Class 2 contains 114053 members 
Entering Unmasked Estep 
Score: -24455778.000000 Penalty: 5991.747070
	Iteration 116Q: 3 clusters Score -2.445578e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62247 members 
Mstep: Class 2 contains 114087 members 
Entering Unmasked Estep 
Score: -24455782.000000 Penalty: 5991.747070
	Iteration 117Q: 3 clusters Score -2.445578e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62219 members 
Mstep: Class 2 contains 114115 members 
Entering Unmasked Estep 
Score: -24455810.000000 Penalty: 5991.747070
	Iteration 118Q: 3 clusters Score -2.445581e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62187 members 
Mstep: Class 2 contains 114147 members 
Entering Unmasked Estep 
Score: -24455816.000000 Penalty: 5991.747070
	Iteration 119Q: 3 clusters Score -2.445582e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 114173 members 
Entering Unmasked Estep 
Score: -24455828.000000 Penalty: 5991.747070
	Iteration 120F: 3 clusters Score -2.445583e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 114201 members 
Entering Unmasked Estep 
Score: -24455814.000000 Penalty: 5991.747070
	Iteration 121Q: 3 clusters Score -2.445581e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62101 members 
Mstep: Class 2 contains 114233 members 
Entering Unmasked Estep 
Score: -24455806.000000 Penalty: 5991.747070
	Iteration 122Q: 3 clusters Score -2.445581e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62066 members 
Mstep: Class 2 contains 114268 members 
Entering Unmasked Estep 
Score: -24455804.000000 Penalty: 5991.747070
	Iteration 123Q: 3 clusters Score -2.44558e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62034 members 
Mstep: Class 2 contains 114300 members 
Entering Unmasked Estep 
Score: -24455812.000000 Penalty: 5991.747070
	Iteration 124Q: 3 clusters Score -2.445581e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61997 members 
Mstep: Class 2 contains 114337 members 
Entering Unmasked Estep 
Score: -24455778.000000 Penalty: 5991.747070
	Iteration 125Q: 3 clusters Score -2.445578e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61949 members 
Mstep: Class 2 contains 114385 members 
Entering Unmasked Estep 
Score: -24455848.000000 Penalty: 5991.747070
	Iteration 126Q: 3 clusters Score -2.445585e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61905 members 
Mstep: Class 2 contains 114429 members 
Entering Unmasked Estep 
Score: -24455842.000000 Penalty: 5991.747070
	Iteration 127Q: 3 clusters Score -2.445584e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61870 members 
Mstep: Class 2 contains 114464 members 
Entering Unmasked Estep 
Score: -24455880.000000 Penalty: 5991.747070
	Iteration 128Q: 3 clusters Score -2.445588e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61830 members 
Mstep: Class 2 contains 114504 members 
Entering Unmasked Estep 
Score: -24455878.000000 Penalty: 5991.747070
	Iteration 129Q: 3 clusters Score -2.445588e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61787 members 
Mstep: Class 2 contains 114547 members 
Entering Unmasked Estep 
Score: -24455882.000000 Penalty: 5991.747070
	Iteration 130Q: 3 clusters Score -2.445588e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61745 members 
Mstep: Class 2 contains 114589 members 
Entering Unmasked Estep 
Score: -24455878.000000 Penalty: 5991.747070
	Iteration 131Q: 3 clusters Score -2.445588e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61684 members 
Mstep: Class 2 contains 114650 members 
Entering Unmasked Estep 
Score: -24455900.000000 Penalty: 5991.747070
	Iteration 132Q: 3 clusters Score -2.44559e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61622 members 
Mstep: Class 2 contains 114712 members 
Entering Unmasked Estep 
Score: -24455878.000000 Penalty: 5991.747070
	Iteration 133Q: 3 clusters Score -2.445588e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61560 members 
Mstep: Class 2 contains 114774 members 
Entering Unmasked Estep 
Score: -24455830.000000 Penalty: 5991.747070
	Iteration 134Q: 3 clusters Score -2.445583e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61485 members 
Mstep: Class 2 contains 114849 members 
Entering Unmasked Estep 
Score: -24455818.000000 Penalty: 5991.747070
	Iteration 135Q: 3 clusters Score -2.445582e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61399 members 
Mstep: Class 2 contains 114935 members 
Entering Unmasked Estep 
Score: -24455844.000000 Penalty: 5991.747070
	Iteration 136Q: 3 clusters Score -2.445584e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61320 members 
Mstep: Class 2 contains 115014 members 
Entering Unmasked Estep 
Score: -24455806.000000 Penalty: 5991.747070
	Iteration 137Q: 3 clusters Score -2.445581e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61225 members 
Mstep: Class 2 contains 115109 members 
Entering Unmasked Estep 
Score: -24455852.000000 Penalty: 5991.747070
	Iteration 138Q: 3 clusters Score -2.445585e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61127 members 
Mstep: Class 2 contains 115207 members 
Entering Unmasked Estep 
Score: -24455822.000000 Penalty: 5991.747070
	Iteration 139Q: 3 clusters Score -2.445582e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61023 members 
Mstep: Class 2 contains 115311 members 
Entering Unmasked Estep 
Score: -24455816.000000 Penalty: 5991.747070
	Iteration 140F: 3 clusters Score -2.445582e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60924 members 
Mstep: Class 2 contains 115410 members 
Entering Unmasked Estep 
Score: -24455880.000000 Penalty: 5991.747070
	Iteration 141Q: 3 clusters Score -2.445588e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60834 members 
Mstep: Class 2 contains 115500 members 
Entering Unmasked Estep 
Score: -24455810.000000 Penalty: 5991.747070
	Iteration 142Q: 3 clusters Score -2.445581e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60718 members 
Mstep: Class 2 contains 115616 members 
Entering Unmasked Estep 
Score: -24455840.000000 Penalty: 5991.747070
	Iteration 143Q: 3 clusters Score -2.445584e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60605 members 
Mstep: Class 2 contains 115729 members 
Entering Unmasked Estep 
Score: -24455824.000000 Penalty: 5991.747070
	Iteration 144Q: 3 clusters Score -2.445582e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60499 members 
Mstep: Class 2 contains 115835 members 
Entering Unmasked Estep 
Score: -24455808.000000 Penalty: 5991.747070
	Iteration 145Q: 3 clusters Score -2.445581e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60410 members 
Mstep: Class 2 contains 115924 members 
Entering Unmasked Estep 
Score: -24455766.000000 Penalty: 5991.747070
	Iteration 146Q: 3 clusters Score -2.445577e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60322 members 
Mstep: Class 2 contains 116012 members 
Entering Unmasked Estep 
Score: -24455766.000000 Penalty: 5991.747070
	Iteration 147Q: 3 clusters Score -2.445577e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60231 members 
Mstep: Class 2 contains 116103 members 
Entering Unmasked Estep 
Score: -24455790.000000 Penalty: 5991.747070
	Iteration 148Q: 3 clusters Score -2.445579e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60130 members 
Mstep: Class 2 contains 116204 members 
Entering Unmasked Estep 
Score: -24455830.000000 Penalty: 5991.747070
	Iteration 149Q: 3 clusters Score -2.445583e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60036 members 
Mstep: Class 2 contains 116298 members 
Entering Unmasked Estep 
Score: -24455832.000000 Penalty: 5991.747070
	Iteration 150Q: 3 clusters Score -2.445583e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59939 members 
Mstep: Class 2 contains 116395 members 
Entering Unmasked Estep 
Score: -24455810.000000 Penalty: 5991.747070
	Iteration 151Q: 3 clusters Score -2.445581e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59843 members 
Mstep: Class 2 contains 116491 members 
Entering Unmasked Estep 
Score: -24455788.000000 Penalty: 5991.747070
	Iteration 152Q: 3 clusters Score -2.445579e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59763 members 
Mstep: Class 2 contains 116571 members 
Entering Unmasked Estep 
Score: -24455804.000000 Penalty: 5991.747070
	Iteration 153Q: 3 clusters Score -2.44558e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 116628 members 
Entering Unmasked Estep 
Score: -24455836.000000 Penalty: 5991.747070
	Iteration 154Q: 3 clusters Score -2.445584e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59661 members 
Mstep: Class 2 contains 116673 members 
Entering Unmasked Estep 
Score: -24455810.000000 Penalty: 5991.747070
	Iteration 155Q: 3 clusters Score -2.445581e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59631 members 
Mstep: Class 2 contains 116703 members 
Entering Unmasked Estep 
Score: -24455806.000000 Penalty: 5991.747070
	Iteration 156Q: 3 clusters Score -2.445581e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59591 members 
Mstep: Class 2 contains 116743 members 
Entering Unmasked Estep 
Score: -24455784.000000 Penalty: 5991.747070
	Iteration 157Q: 3 clusters Score -2.445578e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 2 contains 116760 members 
Entering Unmasked Estep 
Score: -24455790.000000 Penalty: 5991.747070
	Iteration 158Q: 3 clusters Score -2.445579e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59548 members 
Mstep: Class 2 contains 116786 members 
Entering Unmasked Estep 
Score: -24455808.000000 Penalty: 5991.747070
	Iteration 159Q: 3 clusters Score -2.445581e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 116807 members 
Entering Unmasked Estep 
Score: -24455800.000000 Penalty: 5991.747070
	Iteration 160F: 3 clusters Score -2.44558e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59497 members 
Mstep: Class 2 contains 116837 members 
Entering Unmasked Estep 
Score: -24455786.000000 Penalty: 5991.747070
	Iteration 161Q: 3 clusters Score -2.445579e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 116860 members 
Entering Unmasked Estep 
Score: -24455804.000000 Penalty: 5991.747070
	Iteration 162Q: 3 clusters Score -2.44558e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 116879 members 
Entering Unmasked Estep 
Score: -24455788.000000 Penalty: 5991.747070
	Iteration 163Q: 3 clusters Score -2.445579e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 116896 members 
Entering Unmasked Estep 
Score: -24455776.000000 Penalty: 5991.747070
	Iteration 164Q: 3 clusters Score -2.445578e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59410 members 
Mstep: Class 2 contains 116924 members 
Entering Unmasked Estep 
Score: -24455796.000000 Penalty: 5991.747070
	Iteration 165Q: 3 clusters Score -2.44558e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 116940 members 
Entering Unmasked Estep 
Score: -24455818.000000 Penalty: 5991.747070
	Iteration 166Q: 3 clusters Score -2.445582e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 116960 members 
Entering Unmasked Estep 
Score: -24455798.000000 Penalty: 5991.747070
	Iteration 167Q: 3 clusters Score -2.44558e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 116978 members 
Entering Unmasked Estep 
Score: -24455792.000000 Penalty: 5991.747070
	Iteration 168Q: 3 clusters Score -2.445579e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59346 members 
Mstep: Class 2 contains 116988 members 
Entering Unmasked Estep 
Score: -24455802.000000 Penalty: 5991.747070
	Iteration 169Q: 3 clusters Score -2.44558e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 117001 members 
Entering Unmasked Estep 
Score: -24455792.000000 Penalty: 5991.747070
	Iteration 170Q: 3 clusters Score -2.445579e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 117012 members 
Entering Unmasked Estep 
Score: -24455800.000000 Penalty: 5991.747070
	Iteration 171Q: 3 clusters Score -2.44558e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59306 members 
Mstep: Class 2 contains 117028 members 
Entering Unmasked Estep 
Score: -24455784.000000 Penalty: 5991.747070
	Iteration 172Q: 3 clusters Score -2.445578e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 117053 members 
Entering Unmasked Estep 
Score: -24455778.000000 Penalty: 5991.747070
	Iteration 173Q: 3 clusters Score -2.445578e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59264 members 
Mstep: Class 2 contains 117070 members 
Entering Unmasked Estep 
Score: -24455746.000000 Penalty: 5991.747070
	Iteration 174Q: 3 clusters Score -2.445575e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 117090 members 
Entering Unmasked Estep 
Score: -24455758.000000 Penalty: 5991.747070
	Iteration 175Q: 3 clusters Score -2.445576e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 117125 members 
Entering Unmasked Estep 
Score: -24455768.000000 Penalty: 5991.747070
	Iteration 176Q: 3 clusters Score -2.445577e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 117154 members 
Entering Unmasked Estep 
Score: -24455762.000000 Penalty: 5991.747070
	Iteration 177Q: 3 clusters Score -2.445576e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 117193 members 
Entering Unmasked Estep 
Score: -24455808.000000 Penalty: 5991.747070
	Iteration 178Q: 3 clusters Score -2.445581e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59087 members 
Mstep: Class 2 contains 117247 members 
Entering Unmasked Estep 
Score: -24455774.000000 Penalty: 5991.747070
	Iteration 179Q: 3 clusters Score -2.445577e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59037 members 
Mstep: Class 2 contains 117297 members 
Entering Unmasked Estep 
Score: -24455820.000000 Penalty: 5991.747070
	Iteration 180F: 3 clusters Score -2.445582e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 117342 members 
Entering Unmasked Estep 
Score: -24455820.000000 Penalty: 5991.747070
	Iteration 181Q: 3 clusters Score -2.445582e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58962 members 
Mstep: Class 2 contains 117372 members 
Entering Unmasked Estep 
Score: -24455828.000000 Penalty: 5991.747070
	Iteration 182Q: 3 clusters Score -2.445583e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58942 members 
Mstep: Class 2 contains 117392 members 
Entering Unmasked Estep 
Score: -24455848.000000 Penalty: 5991.747070
	Iteration 183Q: 3 clusters Score -2.445585e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58936 members 
Mstep: Class 2 contains 117398 members 
Entering Unmasked Estep 
Score: -24455856.000000 Penalty: 5991.747070
	Iteration 184Q: 3 clusters Score -2.445586e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58915 members 
Mstep: Class 2 contains 117419 members 
Entering Unmasked Estep 
Score: -24455850.000000 Penalty: 5991.747070
	Iteration 185Q: 3 clusters Score -2.445585e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 117435 members 
Entering Unmasked Estep 
Score: -24455870.000000 Penalty: 5991.747070
	Iteration 186Q: 3 clusters Score -2.445587e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58867 members 
Mstep: Class 2 contains 117467 members 
Entering Unmasked Estep 
Score: -24455860.000000 Penalty: 5991.747070
	Iteration 187Q: 3 clusters Score -2.445586e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58840 members 
Mstep: Class 2 contains 117494 members 
Entering Unmasked Estep 
Score: -24455836.000000 Penalty: 5991.747070
	Iteration 188Q: 3 clusters Score -2.445584e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 117508 members 
Entering Unmasked Estep 
Score: -24455866.000000 Penalty: 5991.747070
	Iteration 189Q: 3 clusters Score -2.445587e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58801 members 
Mstep: Class 2 contains 117533 members 
Entering Unmasked Estep 
Score: -24455874.000000 Penalty: 5991.747070
	Iteration 190Q: 3 clusters Score -2.445587e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58774 members 
Mstep: Class 2 contains 117560 members 
Entering Unmasked Estep 
Score: -24455894.000000 Penalty: 5991.747070
	Iteration 191Q: 3 clusters Score -2.445589e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 117591 members 
Entering Unmasked Estep 
Score: -24455904.000000 Penalty: 5991.747070
	Iteration 192Q: 3 clusters Score -2.44559e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58700 members 
Mstep: Class 2 contains 117634 members 
Entering Unmasked Estep 
Score: -24455908.000000 Penalty: 5991.747070
	Iteration 193Q: 3 clusters Score -2.445591e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58659 members 
Mstep: Class 2 contains 117675 members 
Entering Unmasked Estep 
Score: -24455890.000000 Penalty: 5991.747070
	Iteration 194Q: 3 clusters Score -2.445589e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 117712 members 
Entering Unmasked Estep 
Score: -24455860.000000 Penalty: 5991.747070
	Iteration 195Q: 3 clusters Score -2.445586e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58571 members 
Mstep: Class 2 contains 117763 members 
Entering Unmasked Estep 
Score: -24455876.000000 Penalty: 5991.747070
	Iteration 196Q: 3 clusters Score -2.445588e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 117806 members 
Entering Unmasked Estep 
Score: -24455888.000000 Penalty: 5991.747070
	Iteration 197Q: 3 clusters Score -2.445589e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 117860 members 
Entering Unmasked Estep 
Score: -24455850.000000 Penalty: 5991.747070
	Iteration 198Q: 3 clusters Score -2.445585e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58423 members 
Mstep: Class 2 contains 117911 members 
Entering Unmasked Estep 
Score: -24455896.000000 Penalty: 5991.747070
	Iteration 199Q: 3 clusters Score -2.44559e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58380 members 
Mstep: Class 2 contains 117954 members 
Entering Unmasked Estep 
Score: -24455896.000000 Penalty: 5991.747070
	Iteration 200F: 3 clusters Score -2.44559e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58349 members 
Mstep: Class 2 contains 117985 members 
Entering Unmasked Estep 
Score: -24455920.000000 Penalty: 5991.747070
	Iteration 201Q: 3 clusters Score -2.445592e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58308 members 
Mstep: Class 2 contains 118026 members 
Entering Unmasked Estep 
Score: -24455900.000000 Penalty: 5991.747070
	Iteration 202Q: 3 clusters Score -2.44559e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58281 members 
Mstep: Class 2 contains 118053 members 
Entering Unmasked Estep 
Score: -24455904.000000 Penalty: 5991.747070
	Iteration 203Q: 3 clusters Score -2.44559e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 118083 members 
Entering Unmasked Estep 
Score: -24455916.000000 Penalty: 5991.747070
	Iteration 204Q: 3 clusters Score -2.445592e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58216 members 
Mstep: Class 2 contains 118118 members 
Entering Unmasked Estep 
Score: -24455952.000000 Penalty: 5991.747070
	Iteration 205Q: 3 clusters Score -2.445595e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58183 members 
Mstep: Class 2 contains 118151 members 
Entering Unmasked Estep 
Score: -24455918.000000 Penalty: 5991.747070
	Iteration 206Q: 3 clusters Score -2.445592e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 118188 members 
Entering Unmasked Estep 
Score: -24455922.000000 Penalty: 5991.747070
	Iteration 207Q: 3 clusters Score -2.445592e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58109 members 
Mstep: Class 2 contains 118225 members 
Entering Unmasked Estep 
Score: -24455894.000000 Penalty: 5991.747070
	Iteration 208Q: 3 clusters Score -2.445589e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 118256 members 
Entering Unmasked Estep 
Score: -24455930.000000 Penalty: 5991.747070
	Iteration 209Q: 3 clusters Score -2.445593e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 118278 members 
Entering Unmasked Estep 
Score: -24455904.000000 Penalty: 5991.747070
	Iteration 210Q: 3 clusters Score -2.44559e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 118313 members 
Entering Unmasked Estep 
Score: -24455922.000000 Penalty: 5991.747070
	Iteration 211Q: 3 clusters Score -2.445592e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57986 members 
Mstep: Class 2 contains 118348 members 
Entering Unmasked Estep 
Score: -24455920.000000 Penalty: 5991.747070
	Iteration 212Q: 3 clusters Score -2.445592e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57950 members 
Mstep: Class 2 contains 118384 members 
Entering Unmasked Estep 
Score: -24455958.000000 Penalty: 5991.747070
	Iteration 213Q: 3 clusters Score -2.445596e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57913 members 
Mstep: Class 2 contains 118421 members 
Entering Unmasked Estep 
Score: -24455984.000000 Penalty: 5991.747070
	Iteration 214Q: 3 clusters Score -2.445598e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 118467 members 
Entering Unmasked Estep 
Score: -24455966.000000 Penalty: 5991.747070
	Iteration 215Q: 3 clusters Score -2.445597e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57834 members 
Mstep: Class 2 contains 118500 members 
Entering Unmasked Estep 
Score: -24455964.000000 Penalty: 5991.747070
	Iteration 216Q: 3 clusters Score -2.445596e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57813 members 
Mstep: Class 2 contains 118521 members 
Entering Unmasked Estep 
Score: -24455998.000000 Penalty: 5991.747070
	Iteration 217Q: 3 clusters Score -2.4456e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57769 members 
Mstep: Class 2 contains 118565 members 
Entering Unmasked Estep 
Score: -24455974.000000 Penalty: 5991.747070
	Iteration 218Q: 3 clusters Score -2.445597e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57732 members 
Mstep: Class 2 contains 118602 members 
Entering Unmasked Estep 
Score: -24455966.000000 Penalty: 5991.747070
	Iteration 219Q: 3 clusters Score -2.445597e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57710 members 
Mstep: Class 2 contains 118624 members 
Entering Unmasked Estep 
Score: -24455978.000000 Penalty: 5991.747070
	Iteration 220F: 3 clusters Score -2.445598e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57682 members 
Mstep: Class 2 contains 118652 members 
Entering Unmasked Estep 
Score: -24455990.000000 Penalty: 5991.747070
	Iteration 221Q: 3 clusters Score -2.445599e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57663 members 
Mstep: Class 2 contains 118671 members 
Entering Unmasked Estep 
Score: -24456026.000000 Penalty: 5991.747070
	Iteration 222Q: 3 clusters Score -2.445603e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57654 members 
Mstep: Class 2 contains 118680 members 
Entering Unmasked Estep 
Score: -24456028.000000 Penalty: 5991.747070
	Iteration 223Q: 3 clusters Score -2.445603e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Mstep: Class 2 contains 118676 members 
Entering Unmasked Estep 
Score: -24456044.000000 Penalty: 5991.747070
	Iteration 224Q: 3 clusters Score -2.445604e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57666 members 
Mstep: Class 2 contains 118668 members 
Entering Unmasked Estep 
Score: -24456028.000000 Penalty: 5991.747070
	Iteration 225Q: 3 clusters Score -2.445603e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57675 members 
Mstep: Class 2 contains 118659 members 
Entering Unmasked Estep 
Score: -24456020.000000 Penalty: 5991.747070
	Iteration 226Q: 3 clusters Score -2.445602e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57689 members 
Mstep: Class 2 contains 118645 members 
Entering Unmasked Estep 
Score: -24456038.000000 Penalty: 5991.747070
	Iteration 227Q: 3 clusters Score -2.445604e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 118643 members 
Entering Unmasked Estep 
Score: -24456022.000000 Penalty: 5991.747070
	Iteration 228Q: 3 clusters Score -2.445602e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57689 members 
Mstep: Class 2 contains 118645 members 
Entering Unmasked Estep 
Score: -24456024.000000 Penalty: 5991.747070
	Iteration 229Q: 3 clusters Score -2.445602e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 118650 members 
Entering Unmasked Estep 
Score: -24456026.000000 Penalty: 5991.747070
	Iteration 230Q: 3 clusters Score -2.445603e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57678 members 
Mstep: Class 2 contains 118656 members 
Entering Unmasked Estep 
Score: -24456006.000000 Penalty: 5991.747070
	Iteration 231Q: 3 clusters Score -2.445601e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57673 members 
Mstep: Class 2 contains 118661 members 
Entering Unmasked Estep 
Score: -24455970.000000 Penalty: 5991.747070
	Iteration 232Q: 3 clusters Score -2.445597e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57670 members 
Mstep: Class 2 contains 118664 members 
Entering Unmasked Estep 
Score: -24455976.000000 Penalty: 5991.747070
	Iteration 233Q: 3 clusters Score -2.445598e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 118665 members 
Entering Unmasked Estep 
Score: -24455970.000000 Penalty: 5991.747070
	Iteration 234Q: 3 clusters Score -2.445597e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57670 members 
Mstep: Class 2 contains 118664 members 
Entering Unmasked Estep 
Score: -24455988.000000 Penalty: 5991.747070
	Iteration 235Q: 3 clusters Score -2.445599e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Mstep: Class 2 contains 118676 members 
Entering Unmasked Estep 
Score: -24455988.000000 Penalty: 5991.747070
	Iteration 236Q: 3 clusters Score -2.445599e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57648 members 
Mstep: Class 2 contains 118686 members 
Entering Unmasked Estep 
Score: -24455990.000000 Penalty: 5991.747070
	Iteration 237Q: 3 clusters Score -2.445599e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57638 members 
Mstep: Class 2 contains 118696 members 
Entering Unmasked Estep 
Score: -24455976.000000 Penalty: 5991.747070
	Iteration 238Q: 3 clusters Score -2.445598e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 118697 members 
Entering Unmasked Estep 
Score: -24455960.000000 Penalty: 5991.747070
	Iteration 239Q: 3 clusters Score -2.445596e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 118697 members 
Entering Unmasked Estep 
Score: -24455962.000000 Penalty: 5991.747070
	Iteration 240F: 3 clusters Score -2.445596e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57640 members 
Mstep: Class 2 contains 118694 members 
Entering Unmasked Estep 
Score: -24455966.000000 Penalty: 5991.747070
	Iteration 241Q: 3 clusters Score -2.445597e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 118691 members 
Entering Unmasked Estep 
Score: -24455966.000000 Penalty: 5991.747070
	Iteration 242Q: 3 clusters Score -2.445597e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 118690 members 
Entering Unmasked Estep 
Score: -24455986.000000 Penalty: 5991.747070
	Iteration 243Q: 3 clusters Score -2.445599e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 118698 members 
Entering Unmasked Estep 
Score: -24455980.000000 Penalty: 5991.747070
	Iteration 244Q: 3 clusters Score -2.445598e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57648 members 
Mstep: Class 2 contains 118686 members 
Entering Unmasked Estep 
Score: -24455980.000000 Penalty: 5991.747070
	Iteration 245Q: 3 clusters Score -2.445598e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 118675 members 
Entering Unmasked Estep 
Score: -24455976.000000 Penalty: 5991.747070
	Iteration 246Q: 3 clusters Score -2.445598e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57674 members 
Mstep: Class 2 contains 118660 members 
Entering Unmasked Estep 
Score: -24455974.000000 Penalty: 5991.747070
	Iteration 247Q: 3 clusters Score -2.445597e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57692 members 
Mstep: Class 2 contains 118642 members 
Entering Unmasked Estep 
Score: -24455970.000000 Penalty: 5991.747070
	Iteration 248Q: 3 clusters Score -2.445597e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57704 members 
Mstep: Class 2 contains 118630 members 
Entering Unmasked Estep 
Score: -24455972.000000 Penalty: 5991.747070
	Iteration 249Q: 3 clusters Score -2.445597e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57735 members 
Mstep: Class 2 contains 118599 members 
Entering Unmasked Estep 
Score: -24455984.000000 Penalty: 5991.747070
	Iteration 250Q: 3 clusters Score -2.445598e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57758 members 
Mstep: Class 2 contains 118576 members 
Entering Unmasked Estep 
Score: -24455986.000000 Penalty: 5991.747070
	Iteration 251Q: 3 clusters Score -2.445599e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57771 members 
Mstep: Class 2 contains 118563 members 
Entering Unmasked Estep 
Score: -24455998.000000 Penalty: 5991.747070
	Iteration 252Q: 3 clusters Score -2.4456e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57794 members 
Mstep: Class 2 contains 118540 members 
Entering Unmasked Estep 
Score: -24456030.000000 Penalty: 5991.747070
	Iteration 253Q: 3 clusters Score -2.445603e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57809 members 
Mstep: Class 2 contains 118525 members 
Entering Unmasked Estep 
Score: -24456058.000000 Penalty: 5991.747070
	Iteration 254Q: 3 clusters Score -2.445606e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 118502 members 
Entering Unmasked Estep 
Score: -24456092.000000 Penalty: 5991.747070
	Iteration 255Q: 3 clusters Score -2.445609e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57865 members 
Mstep: Class 2 contains 118469 members 
Entering Unmasked Estep 
Score: -24456086.000000 Penalty: 5991.747070
	Iteration 256Q: 3 clusters Score -2.445609e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57894 members 
Mstep: Class 2 contains 118440 members 
Entering Unmasked Estep 
Score: -24456072.000000 Penalty: 5991.747070
	Iteration 257Q: 3 clusters Score -2.445607e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 118422 members 
Entering Unmasked Estep 
Score: -24456086.000000 Penalty: 5991.747070
	Iteration 258Q: 3 clusters Score -2.445609e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57929 members 
Mstep: Class 2 contains 118405 members 
Entering Unmasked Estep 
Score: -24456060.000000 Penalty: 5991.747070
	Iteration 259Q: 3 clusters Score -2.445606e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57950 members 
Mstep: Class 2 contains 118384 members 
Entering Unmasked Estep 
Score: -24456056.000000 Penalty: 5991.747070
	Iteration 260F: 3 clusters Score -2.445606e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 118376 members 
Entering Unmasked Estep 
Score: -24456060.000000 Penalty: 5991.747070
	Iteration 261Q: 3 clusters Score -2.445606e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57964 members 
Mstep: Class 2 contains 118370 members 
Entering Unmasked Estep 
Score: -24456052.000000 Penalty: 5991.747070
	Iteration 262Q: 3 clusters Score -2.445605e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57966 members 
Mstep: Class 2 contains 118368 members 
Entering Unmasked Estep 
Score: -24456066.000000 Penalty: 5991.747070
	Iteration 263Q: 3 clusters Score -2.445607e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57978 members 
Mstep: Class 2 contains 118356 members 
Entering Unmasked Estep 
Score: -24456056.000000 Penalty: 5991.747070
	Iteration 264Q: 3 clusters Score -2.445606e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57987 members 
Mstep: Class 2 contains 118347 members 
Entering Unmasked Estep 
Score: -24456066.000000 Penalty: 5991.747070
	Iteration 265Q: 3 clusters Score -2.445607e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57995 members 
Mstep: Class 2 contains 118339 members 
Entering Unmasked Estep 
Score: -24456062.000000 Penalty: 5991.747070
	Iteration 266Q: 3 clusters Score -2.445606e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58002 members 
Mstep: Class 2 contains 118332 members 
Entering Unmasked Estep 
Score: -24456062.000000 Penalty: 5991.747070
	Iteration 267Q: 3 clusters Score -2.445606e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 118327 members 
Entering Unmasked Estep 
Score: -24456066.000000 Penalty: 5991.747070
	Iteration 268Q: 3 clusters Score -2.445607e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58006 members 
Mstep: Class 2 contains 118328 members 
Entering Unmasked Estep 
Score: -24456066.000000 Penalty: 5991.747070
	Iteration 269Q: 3 clusters Score -2.445607e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58010 members 
Mstep: Class 2 contains 118324 members 
Entering Unmasked Estep 
Score: -24456052.000000 Penalty: 5991.747070
	Iteration 270Q: 3 clusters Score -2.445605e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58018 members 
Mstep: Class 2 contains 118316 members 
Entering Unmasked Estep 
Score: -24456062.000000 Penalty: 5991.747070
	Iteration 271Q: 3 clusters Score -2.445606e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58022 members 
Mstep: Class 2 contains 118312 members 
Entering Unmasked Estep 
Score: -24456054.000000 Penalty: 5991.747070
	Iteration 272Q: 3 clusters Score -2.445605e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58029 members 
Mstep: Class 2 contains 118305 members 
Entering Unmasked Estep 
Score: -24456048.000000 Penalty: 5991.747070
	Iteration 273Q: 3 clusters Score -2.445605e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58040 members 
Mstep: Class 2 contains 118294 members 
Entering Unmasked Estep 
Score: -24456056.000000 Penalty: 5991.747070
	Iteration 274Q: 3 clusters Score -2.445606e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 118290 members 
Entering Unmasked Estep 
Score: -24456046.000000 Penalty: 5991.747070
	Iteration 275Q: 3 clusters Score -2.445605e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58036 members 
Mstep: Class 2 contains 118298 members 
Entering Unmasked Estep 
Score: -24456044.000000 Penalty: 5991.747070
	Iteration 276Q: 3 clusters Score -2.445604e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58036 members 
Mstep: Class 2 contains 118298 members 
Entering Unmasked Estep 
Score: -24456058.000000 Penalty: 5991.747070
	Iteration 277Q: 3 clusters Score -2.445606e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 118300 members 
Entering Unmasked Estep 
Score: -24456058.000000 Penalty: 5991.747070
	Iteration 278Q: 3 clusters Score -2.445606e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58036 members 
Mstep: Class 2 contains 118298 members 
Entering Unmasked Estep 
Score: -24456046.000000 Penalty: 5991.747070
	Iteration 279Q: 3 clusters Score -2.445605e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58038 members 
Mstep: Class 2 contains 118296 members 
Entering Unmasked Estep 
Score: -24456060.000000 Penalty: 5991.747070
	Iteration 280F: 3 clusters Score -2.445606e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 118295 members 
Entering Unmasked Estep 
Score: -24456058.000000 Penalty: 5991.747070
	Iteration 281Q: 3 clusters Score -2.445606e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58040 members 
Mstep: Class 2 contains 118294 members 
Entering Unmasked Estep 
Score: -24456070.000000 Penalty: 5991.747070
	Iteration 282Q: 3 clusters Score -2.445607e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 118292 members 
Entering Unmasked Estep 
Score: -24456052.000000 Penalty: 5991.747070
	Iteration 283Q: 3 clusters Score -2.445605e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58048 members 
Mstep: Class 2 contains 118286 members 
Entering Unmasked Estep 
Score: -24456056.000000 Penalty: 5991.747070
	Iteration 284Q: 3 clusters Score -2.445606e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58058 members 
Mstep: Class 2 contains 118276 members 
Entering Unmasked Estep 
Score: -24456072.000000 Penalty: 5991.747070
	Iteration 285Q: 3 clusters Score -2.445607e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58063 members 
Mstep: Class 2 contains 118271 members 
Entering Unmasked Estep 
Score: -24456066.000000 Penalty: 5991.747070
	Iteration 286Q: 3 clusters Score -2.445607e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 118269 members 
Entering Unmasked Estep 
Score: -24456084.000000 Penalty: 5991.747070
	Iteration 287Q: 3 clusters Score -2.445608e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 118259 members 
Entering Unmasked Estep 
Score: -24456094.000000 Penalty: 5991.747070
	Iteration 288Q: 3 clusters Score -2.445609e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 118256 members 
Entering Unmasked Estep 
Score: -24456100.000000 Penalty: 5991.747070
	Iteration 289Q: 3 clusters Score -2.44561e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58083 members 
Mstep: Class 2 contains 118251 members 
Entering Unmasked Estep 
Score: -24456086.000000 Penalty: 5991.747070
	Iteration 290Q: 3 clusters Score -2.445609e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 118245 members 
Entering Unmasked Estep 
Score: -24456072.000000 Penalty: 5991.747070
	Iteration 291Q: 3 clusters Score -2.445607e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 118243 members 
Entering Unmasked Estep 
Score: -24456080.000000 Penalty: 5991.747070
	Iteration 292Q: 3 clusters Score -2.445608e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58088 members 
Mstep: Class 2 contains 118246 members 
Entering Unmasked Estep 
Score: -24456058.000000 Penalty: 5991.747070
	Iteration 293Q: 3 clusters Score -2.445606e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58079 members 
Mstep: Class 2 contains 118255 members 
Entering Unmasked Estep 
Score: -24456080.000000 Penalty: 5991.747070
	Iteration 294Q: 3 clusters Score -2.445608e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 118259 members 
Entering Unmasked Estep 
Score: -24456098.000000 Penalty: 5991.747070
	Iteration 295Q: 3 clusters Score -2.44561e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58068 members 
Mstep: Class 2 contains 118266 members 
Entering Unmasked Estep 
Score: -24456116.000000 Penalty: 5991.747070
	Iteration 296Q: 3 clusters Score -2.445612e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58064 members 
Mstep: Class 2 contains 118270 members 
Entering Unmasked Estep 
Score: -24456124.000000 Penalty: 5991.747070
	Iteration 297Q: 3 clusters Score -2.445612e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58064 members 
Mstep: Class 2 contains 118270 members 
Entering Unmasked Estep 
Score: -24456146.000000 Penalty: 5991.747070
	Iteration 298Q: 3 clusters Score -2.445615e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 118267 members 
Entering Unmasked Estep 
Score: -24456122.000000 Penalty: 5991.747070
	Iteration 299Q: 3 clusters Score -2.445612e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 118263 members 
Entering Unmasked Estep 
Score: -24456096.000000 Penalty: 5991.747070
	Iteration 300F: 3 clusters Score -2.44561e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 118259 members 
Entering Unmasked Estep 
Score: -24456114.000000 Penalty: 5991.747070
	Iteration 301Q: 3 clusters Score -2.445611e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 118259 members 
Entering Unmasked Estep 
Score: -24456100.000000 Penalty: 5991.747070
	Iteration 302Q: 3 clusters Score -2.44561e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58076 members 
Mstep: Class 2 contains 118258 members 
Entering Unmasked Estep 
Score: -24456108.000000 Penalty: 5991.747070
	Iteration 303Q: 3 clusters Score -2.445611e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 118257 members 
Entering Unmasked Estep 
Score: -24456088.000000 Penalty: 5991.747070
	Iteration 304Q: 3 clusters Score -2.445609e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58080 members 
Mstep: Class 2 contains 118254 members 
Entering Unmasked Estep 
Score: -24456082.000000 Penalty: 5991.747070
	Iteration 305Q: 3 clusters Score -2.445608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 118256 members 
Entering Unmasked Estep 
Score: -24456082.000000 Penalty: 5991.747070
	Iteration 306Q: 3 clusters Score -2.445608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58074 members 
Mstep: Class 2 contains 118260 members 
Entering Unmasked Estep 
Score: -24456100.000000 Penalty: 5991.747070
	Iteration 307Q: 3 clusters Score -2.44561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 118265 members 
Entering Unmasked Estep 
Score: -24456108.000000 Penalty: 5991.747070
	Iteration 308Q: 3 clusters Score -2.445611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58066 members 
Mstep: Class 2 contains 118268 members 
Entering Unmasked Estep 
Score: -24456120.000000 Penalty: 5991.747070
	Iteration 309Q: 3 clusters Score -2.445612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 118267 members 
Entering Unmasked Estep 
Score: -24456112.000000 Penalty: 5991.747070
	Iteration 310Q: 3 clusters Score -2.445611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 118269 members 
Entering Unmasked Estep 
Score: -24456112.000000 Penalty: 5991.747070
	Iteration 311Q: 3 clusters Score -2.445611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58064 members 
Mstep: Class 2 contains 118270 members 
Entering Unmasked Estep 
Score: -24456116.000000 Penalty: 5991.747070
	Iteration 312Q: 3 clusters Score -2.445612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58063 members 
Mstep: Class 2 contains 118271 members 
Entering Unmasked Estep 
Score: -24456118.000000 Penalty: 5991.747070
	Iteration 313Q: 3 clusters Score -2.445612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58064 members 
Mstep: Class 2 contains 118270 members 
Entering Unmasked Estep 
Score: -24456112.000000 Penalty: 5991.747070
	Iteration 314Q: 3 clusters Score -2.445611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58062 members 
Mstep: Class 2 contains 118272 members 
Entering Unmasked Estep 
Score: -24456106.000000 Penalty: 5991.747070
	Iteration 315Q: 3 clusters Score -2.445611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58060 members 
Mstep: Class 2 contains 118274 members 
Entering Unmasked Estep 
Score: -24456112.000000 Penalty: 5991.747070
	Iteration 316Q: 3 clusters Score -2.445611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58055 members 
Mstep: Class 2 contains 118279 members 
Entering Unmasked Estep 
Score: -24456120.000000 Penalty: 5991.747070
	Iteration 317Q: 3 clusters Score -2.445612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58049 members 
Mstep: Class 2 contains 118285 members 
Entering Unmasked Estep 
Score: -24456116.000000 Penalty: 5991.747070
	Iteration 318Q: 3 clusters Score -2.445612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58046 members 
Mstep: Class 2 contains 118288 members 
Entering Unmasked Estep 
Score: -24456116.000000 Penalty: 5991.747070
	Iteration 319Q: 3 clusters Score -2.445612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58040 members 
Mstep: Class 2 contains 118294 members 
Entering Unmasked Estep 
Score: -24456132.000000 Penalty: 5991.747070
	Iteration 320F: 3 clusters Score -2.445613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 118295 members 
Entering Unmasked Estep 
Score: -24456132.000000 Penalty: 5991.747070
	Iteration 321Q: 3 clusters Score -2.445613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 118295 members 
Entering Unmasked Estep 
Score: -24456132.000000 Penalty: 5991.747070
	Iteration 322Q: 3 clusters Score -2.445613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 118300 members 
Entering Unmasked Estep 
Score: -24456144.000000 Penalty: 5991.747070
	Iteration 323Q: 3 clusters Score -2.445614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58030 members 
Mstep: Class 2 contains 118304 members 
Entering Unmasked Estep 
Score: -24456138.000000 Penalty: 5991.747070
	Iteration 324Q: 3 clusters Score -2.445614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58026 members 
Mstep: Class 2 contains 118308 members 
Entering Unmasked Estep 
Score: -24456130.000000 Penalty: 5991.747070
	Iteration 325Q: 3 clusters Score -2.445613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58022 members 
Mstep: Class 2 contains 118312 members 
Entering Unmasked Estep 
Score: -24456140.000000 Penalty: 5991.747070
	Iteration 326Q: 3 clusters Score -2.445614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58022 members 
Mstep: Class 2 contains 118312 members 
Entering Unmasked Estep 
Score: -24456126.000000 Penalty: 5991.747070
	Iteration 327Q: 3 clusters Score -2.445613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 118313 members 
Entering Unmasked Estep 
Score: -24456138.000000 Penalty: 5991.747070
	Iteration 328Q: 3 clusters Score -2.445614e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 118321 members 
Entering Unmasked Estep 
Score: -24456128.000000 Penalty: 5991.747070
	Iteration 329Q: 3 clusters Score -2.445613e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58005 members 
Mstep: Class 2 contains 118329 members 
Entering Unmasked Estep 
Score: -24456130.000000 Penalty: 5991.747070
	Iteration 330Q: 3 clusters Score -2.445613e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57997 members 
Mstep: Class 2 contains 118337 members 
Entering Unmasked Estep 
Score: -24456116.000000 Penalty: 5991.747070
	Iteration 331Q: 3 clusters Score -2.445612e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 118345 members 
Entering Unmasked Estep 
Score: -24456128.000000 Penalty: 5991.747070
	Iteration 332Q: 3 clusters Score -2.445613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57977 members 
Mstep: Class 2 contains 118357 members 
Entering Unmasked Estep 
Score: -24456146.000000 Penalty: 5991.747070
	Iteration 333Q: 3 clusters Score -2.445615e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57964 members 
Mstep: Class 2 contains 118370 members 
Entering Unmasked Estep 
Score: -24456142.000000 Penalty: 5991.747070
	Iteration 334Q: 3 clusters Score -2.445614e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57961 members 
Mstep: Class 2 contains 118373 members 
Entering Unmasked Estep 
Score: -24456126.000000 Penalty: 5991.747070
	Iteration 335Q: 3 clusters Score -2.445613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57955 members 
Mstep: Class 2 contains 118379 members 
Entering Unmasked Estep 
Score: -24456154.000000 Penalty: 5991.747070
	Iteration 336Q: 3 clusters Score -2.445615e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57939 members 
Mstep: Class 2 contains 118395 members 
Entering Unmasked Estep 
Score: -24456154.000000 Penalty: 5991.747070
	Iteration 337Q: 3 clusters Score -2.445615e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57931 members 
Mstep: Class 2 contains 118403 members 
Entering Unmasked Estep 
Score: -24456136.000000 Penalty: 5991.747070
	Iteration 338Q: 3 clusters Score -2.445614e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57926 members 
Mstep: Class 2 contains 118408 members 
Entering Unmasked Estep 
Score: -24456142.000000 Penalty: 5991.747070
	Iteration 339Q: 3 clusters Score -2.445614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57914 members 
Mstep: Class 2 contains 118420 members 
Entering Unmasked Estep 
Score: -24456144.000000 Penalty: 5991.747070
	Iteration 340F: 3 clusters Score -2.445614e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57902 members 
Mstep: Class 2 contains 118432 members 
Entering Unmasked Estep 
Score: -24456150.000000 Penalty: 5991.747070
	Iteration 341Q: 3 clusters Score -2.445615e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57887 members 
Mstep: Class 2 contains 118447 members 
Entering Unmasked Estep 
Score: -24456140.000000 Penalty: 5991.747070
	Iteration 342Q: 3 clusters Score -2.445614e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57875 members 
Mstep: Class 2 contains 118459 members 
Entering Unmasked Estep 
Score: -24456166.000000 Penalty: 5991.747070
	Iteration 343Q: 3 clusters Score -2.445617e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57865 members 
Mstep: Class 2 contains 118469 members 
Entering Unmasked Estep 
Score: -24456168.000000 Penalty: 5991.747070
	Iteration 344Q: 3 clusters Score -2.445617e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57864 members 
Mstep: Class 2 contains 118470 members 
Entering Unmasked Estep 
Score: -24456166.000000 Penalty: 5991.747070
	Iteration 345Q: 3 clusters Score -2.445617e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57857 members 
Mstep: Class 2 contains 118477 members 
Entering Unmasked Estep 
Score: -24456164.000000 Penalty: 5991.747070
	Iteration 346Q: 3 clusters Score -2.445616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57859 members 
Mstep: Class 2 contains 118475 members 
Entering Unmasked Estep 
Score: -24456152.000000 Penalty: 5991.747070
	Iteration 347Q: 3 clusters Score -2.445615e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57857 members 
Mstep: Class 2 contains 118477 members 
Entering Unmasked Estep 
Score: -24456152.000000 Penalty: 5991.747070
	Iteration 348Q: 3 clusters Score -2.445615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57854 members 
Mstep: Class 2 contains 118480 members 
Entering Unmasked Estep 
Score: -24456138.000000 Penalty: 5991.747070
	Iteration 349Q: 3 clusters Score -2.445614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 118481 members 
Entering Unmasked Estep 
Score: -24456138.000000 Penalty: 5991.747070
	Iteration 350Q: 3 clusters Score -2.445614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 118481 members 
Entering Unmasked Estep 
Score: -24456144.000000 Penalty: 5991.747070
	Iteration 351Q: 3 clusters Score -2.445614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57855 members 
Mstep: Class 2 contains 118479 members 
Entering Unmasked Estep 
Score: -24456132.000000 Penalty: 5991.747070
	Iteration 352Q: 3 clusters Score -2.445613e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57854 members 
Mstep: Class 2 contains 118480 members 
Entering Unmasked Estep 
Score: -24456146.000000 Penalty: 5991.747070
	Iteration 353Q: 3 clusters Score -2.445615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57845 members 
Mstep: Class 2 contains 118489 members 
Entering Unmasked Estep 
Score: -24456160.000000 Penalty: 5991.747070
	Iteration 354Q: 3 clusters Score -2.445616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57837 members 
Mstep: Class 2 contains 118497 members 
Entering Unmasked Estep 
Score: -24456180.000000 Penalty: 5991.747070
	Iteration 355Q: 3 clusters Score -2.445618e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 118502 members 
Entering Unmasked Estep 
Score: -24456182.000000 Penalty: 5991.747070
	Iteration 356Q: 3 clusters Score -2.445618e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 118509 members 
Entering Unmasked Estep 
Score: -24456184.000000 Penalty: 5991.747070
	Iteration 357Q: 3 clusters Score -2.445618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57823 members 
Mstep: Class 2 contains 118511 members 
Entering Unmasked Estep 
Score: -24456184.000000 Penalty: 5991.747070
	Iteration 358Q: 3 clusters Score -2.445618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57821 members 
Mstep: Class 2 contains 118513 members 
Entering Unmasked Estep 
Score: -24456208.000000 Penalty: 5991.747070
	Iteration 359Q: 3 clusters Score -2.445621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57822 members 
Mstep: Class 2 contains 118512 members 
Entering Unmasked Estep 
Score: -24456182.000000 Penalty: 5991.747070
	Iteration 360F: 3 clusters Score -2.445618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57822 members 
Mstep: Class 2 contains 118512 members 
Entering Unmasked Estep 
Score: -24456192.000000 Penalty: 5991.747070
	Iteration 361Q: 3 clusters Score -2.445619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57820 members 
Mstep: Class 2 contains 118514 members 
Entering Unmasked Estep 
Score: -24456190.000000 Penalty: 5991.747070
	Iteration 362Q: 3 clusters Score -2.445619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57815 members 
Mstep: Class 2 contains 118519 members 
Entering Unmasked Estep 
Score: -24456184.000000 Penalty: 5991.747070
	Iteration 363Q: 3 clusters Score -2.445618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 118522 members 
Entering Unmasked Estep 
Score: -24456192.000000 Penalty: 5991.747070
	Iteration 364Q: 3 clusters Score -2.445619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57811 members 
Mstep: Class 2 contains 118523 members 
Entering Unmasked Estep 
Score: -24456194.000000 Penalty: 5991.747070
	Iteration 365Q: 3 clusters Score -2.445619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57807 members 
Mstep: Class 2 contains 118527 members 
Entering Unmasked Estep 
Score: -24456206.000000 Penalty: 5991.747070
	Iteration 366Q: 3 clusters Score -2.445621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57809 members 
Mstep: Class 2 contains 118525 members 
Entering Unmasked Estep 
Score: -24456204.000000 Penalty: 5991.747070
	Iteration 367Q: 3 clusters Score -2.44562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 118517 members 
Entering Unmasked Estep 
Score: -24456202.000000 Penalty: 5991.747070
	Iteration 368Q: 3 clusters Score -2.44562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57826 members 
Mstep: Class 2 contains 118508 members 
Entering Unmasked Estep 
Score: -24456194.000000 Penalty: 5991.747070
	Iteration 369Q: 3 clusters Score -2.445619e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57834 members 
Mstep: Class 2 contains 118500 members 
Entering Unmasked Estep 
Score: -24456190.000000 Penalty: 5991.747070
	Iteration 370Q: 3 clusters Score -2.445619e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 118498 members 
Entering Unmasked Estep 
Score: -24456180.000000 Penalty: 5991.747070
	Iteration 371Q: 3 clusters Score -2.445618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 118498 members 
Entering Unmasked Estep 
Score: -24456176.000000 Penalty: 5991.747070
	Iteration 372Q: 3 clusters Score -2.445618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 118498 members 
Entering Unmasked Estep 
Score: -24456176.000000 Penalty: 5991.747070
	Iteration 373Q: 3 clusters Score -2.445618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 118499 members 
Entering Unmasked Estep 
Score: -24456184.000000 Penalty: 5991.747070
	Iteration 374Q: 3 clusters Score -2.445618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 118498 members 
Entering Unmasked Estep 
Score: -24456192.000000 Penalty: 5991.747070
	Iteration 375Q: 3 clusters Score -2.445619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57839 members 
Mstep: Class 2 contains 118495 members 
Entering Unmasked Estep 
Score: -24456196.000000 Penalty: 5991.747070
	Iteration 376Q: 3 clusters Score -2.44562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57841 members 
Mstep: Class 2 contains 118493 members 
Entering Unmasked Estep 
Score: -24456198.000000 Penalty: 5991.747070
	Iteration 377Q: 3 clusters Score -2.44562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57839 members 
Mstep: Class 2 contains 118495 members 
Entering Unmasked Estep 
Score: -24456196.000000 Penalty: 5991.747070
	Iteration 378Q: 3 clusters Score -2.44562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 118498 members 
Entering Unmasked Estep 
Score: -24456202.000000 Penalty: 5991.747070
	Iteration 379Q: 3 clusters Score -2.44562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57839 members 
Mstep: Class 2 contains 118495 members 
Entering Unmasked Estep 
Score: -24456202.000000 Penalty: 5991.747070
	Iteration 380F: 3 clusters Score -2.44562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57839 members 
Mstep: Class 2 contains 118495 members 
Entering Unmasked Estep 
Score: -24456188.000000 Penalty: 5991.747070
	Iteration 381Q: 3 clusters Score -2.445619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57837 members 
Mstep: Class 2 contains 118497 members 
Entering Unmasked Estep 
Score: -24456184.000000 Penalty: 5991.747070
	Iteration 382Q: 3 clusters Score -2.445618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 118499 members 
Entering Unmasked Estep 
Score: -24456178.000000 Penalty: 5991.747070
	Iteration 383Q: 3 clusters Score -2.445618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57837 members 
Mstep: Class 2 contains 118497 members 
Entering Unmasked Estep 
Score: -24456176.000000 Penalty: 5991.747070
	Iteration 384Q: 3 clusters Score -2.445618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57841 members 
Mstep: Class 2 contains 118493 members 
Entering Unmasked Estep 
Score: -24456180.000000 Penalty: 5991.747070
	Iteration 385Q: 3 clusters Score -2.445618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57841 members 
Mstep: Class 2 contains 118493 members 
Entering Unmasked Estep 
Score: -24456186.000000 Penalty: 5991.747070
	Iteration 386Q: 3 clusters Score -2.445619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57844 members 
Mstep: Class 2 contains 118490 members 
Entering Unmasked Estep 
Score: -24456196.000000 Penalty: 5991.747070
	Iteration 387Q: 3 clusters Score -2.44562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57847 members 
Mstep: Class 2 contains 118487 members 
Entering Unmasked Estep 
Score: -24456194.000000 Penalty: 5991.747070
	Iteration 388Q: 3 clusters Score -2.445619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 118484 members 
Entering Unmasked Estep 
Score: -24456186.000000 Penalty: 5991.747070
	Iteration 389Q: 3 clusters Score -2.445619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 118484 members 
Entering Unmasked Estep 
Score: -24456198.000000 Penalty: 5991.747070
	Iteration 390Q: 3 clusters Score -2.44562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57849 members 
Mstep: Class 2 contains 118485 members 
Entering Unmasked Estep 
Score: -24456190.000000 Penalty: 5991.747070
	Iteration 391Q: 3 clusters Score -2.445619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 118481 members 
Entering Unmasked Estep 
Score: -24456196.000000 Penalty: 5991.747070
	Iteration 392Q: 3 clusters Score -2.44562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57854 members 
Mstep: Class 2 contains 118480 members 
Entering Unmasked Estep 
Score: -24456190.000000 Penalty: 5991.747070
	Iteration 393Q: 3 clusters Score -2.445619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 118474 members 
Entering Unmasked Estep 
Score: -24456188.000000 Penalty: 5991.747070
	Iteration 394Q: 3 clusters Score -2.445619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 118467 members 
Entering Unmasked Estep 
Score: -24456192.000000 Penalty: 5991.747070
	Iteration 395Q: 3 clusters Score -2.445619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57868 members 
Mstep: Class 2 contains 118466 members 
Entering Unmasked Estep 
Score: -24456186.000000 Penalty: 5991.747070
	Iteration 396Q: 3 clusters Score -2.445619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 118467 members 
Entering Unmasked Estep 
Score: -24456180.000000 Penalty: 5991.747070
	Iteration 397Q: 3 clusters Score -2.445618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57868 members 
Mstep: Class 2 contains 118466 members 
Entering Unmasked Estep 
Score: -24456200.000000 Penalty: 5991.747070
	Iteration 398Q: 3 clusters Score -2.44562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 118467 members 
Entering Unmasked Estep 
Score: -24456198.000000 Penalty: 5991.747070
	Iteration 399Q: 3 clusters Score -2.44562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 118467 members 
Entering Unmasked Estep 
Score: -24456198.000000 Penalty: 5991.747070
	Iteration 400F: 3 clusters Score -2.44562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -66112.164062 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -66112.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64646.421875 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -64646.42 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -64845.367188 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -64845.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -64895.824219 Penalty: 3115.076416
	Iteration 2Q: 3 clusters Score -64895.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -64930.777344 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -64930.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -65003.371094 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -65003.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -65088.832031 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -65088.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -65226.132812 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -65226.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -65368.308594 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -65368.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -65550.609375 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -65550.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -65736.351562 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -65736.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -65962.164062 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -65962.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -65990.664062 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -65990.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -66001.515625 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -66001.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -66007.476562 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -66007.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -66010.351562 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -66010.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -66010.351562 Penalty: 3115.076416
	Iteration 15F: 3 clusters Score -66010.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Entering Unmasked Estep 
Score: -357847.750000 Penalty: 1960.732422
	Iteration 0F: 2 clusters Score -357847.8 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 1351 members 
Entering Unmasked Estep 
Score: -354803.187500 Penalty: 3921.464844
	Iteration 0F: 3 clusters Score -354803.2 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -355504.968750 Penalty: 3921.464844
	Iteration 1F: 3 clusters Score -355505 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -355729.812500 Penalty: 3921.464844
	Iteration 2F: 3 clusters Score -355729.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -355863.093750 Penalty: 3921.464844
	Iteration 3F: 3 clusters Score -355863.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -355962.562500 Penalty: 3921.464844
	Iteration 4Q: 3 clusters Score -355962.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -356038.093750 Penalty: 3921.464844
	Iteration 5Q: 3 clusters Score -356038.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -356122.468750 Penalty: 3921.464844
	Iteration 6Q: 3 clusters Score -356122.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -356217.625000 Penalty: 3921.464844
	Iteration 7Q: 3 clusters Score -356217.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -356324.687500 Penalty: 3921.464844
	Iteration 8Q: 3 clusters Score -356324.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -356478.437500 Penalty: 3921.464844
	Iteration 9Q: 3 clusters Score -356478.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -356658.968750 Penalty: 3921.464844
	Iteration 10Q: 3 clusters Score -356659 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -356798.531250 Penalty: 3921.464844
	Iteration 11Q: 3 clusters Score -356798.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -356944.781250 Penalty: 3921.464844
	Iteration 12Q: 3 clusters Score -356944.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -357050.812500 Penalty: 3921.464844
	Iteration 13Q: 3 clusters Score -357050.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -357122.031250 Penalty: 3921.464844
	Iteration 14Q: 3 clusters Score -357122 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -357164.062500 Penalty: 3921.464844
	Iteration 15Q: 3 clusters Score -357164.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -357183.593750 Penalty: 3921.464844
	Iteration 16Q: 3 clusters Score -357183.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -357194.843750 Penalty: 3921.464844
	Iteration 17Q: 3 clusters Score -357194.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -357201.000000 Penalty: 3921.464844
	Iteration 18Q: 3 clusters Score -357201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -357208.312500 Penalty: 3921.464844
	Iteration 19Q: 3 clusters Score -357208.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -357210.281250 Penalty: 3921.464844
	Iteration 20F: 3 clusters Score -357210.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -357210.718750 Penalty: 3921.464844
	Iteration 21Q: 3 clusters Score -357210.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -357212.968750 Penalty: 3921.464844
	Iteration 22Q: 3 clusters Score -357213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -357215.187500 Penalty: 3921.464844
	Iteration 23Q: 3 clusters Score -357215.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -357216.843750 Penalty: 3921.464844
	Iteration 24Q: 3 clusters Score -357216.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -357218.531250 Penalty: 3921.464844
	Iteration 25Q: 3 clusters Score -357218.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -357219.375000 Penalty: 3921.464844
	Iteration 26Q: 3 clusters Score -357219.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -357219.718750 Penalty: 3921.464844
	Iteration 27Q: 3 clusters Score -357219.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -357219.718750 Penalty: 3921.464844
	Iteration 28F: 3 clusters Score -357219.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Entering Unmasked Estep 
Score: -2437057.250000 Penalty: 2427.345459
	Iteration 0F: 2 clusters Score -2437057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2424466.000000 Penalty: 4854.690918
	Iteration 0F: 3 clusters Score -2424466 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2428728.750000 Penalty: 4854.690918
	Iteration 1F: 3 clusters Score -2428729 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2429331.500000 Penalty: 4854.690918
	Iteration 2F: 3 clusters Score -2429332 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2429941.000000 Penalty: 4854.690918
	Iteration 3F: 3 clusters Score -2429941 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2430503.500000 Penalty: 4854.690918
	Iteration 4F: 3 clusters Score -2430504 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2431028.500000 Penalty: 4854.690918
	Iteration 5F: 3 clusters Score -2431028 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2431573.000000 Penalty: 4854.690918
	Iteration 6F: 3 clusters Score -2431573 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2432141.000000 Penalty: 4854.690918
	Iteration 7F: 3 clusters Score -2432141 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2432740.000000 Penalty: 4854.690918
	Iteration 8F: 3 clusters Score -2432740 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2433414.750000 Penalty: 4854.690918
	Iteration 9Q: 3 clusters Score -2433415 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2434067.250000 Penalty: 4854.690918
	Iteration 10F: 3 clusters Score -2434067 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2434534.250000 Penalty: 4854.690918
	Iteration 11Q: 3 clusters Score -2434534 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2434794.250000 Penalty: 4854.690918
	Iteration 12Q: 3 clusters Score -2434794 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2434941.500000 Penalty: 4854.690918
	Iteration 13Q: 3 clusters Score -2434942 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2435035.500000 Penalty: 4854.690918
	Iteration 14Q: 3 clusters Score -2435036 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2435105.000000 Penalty: 4854.690918
	Iteration 15Q: 3 clusters Score -2435105 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2435139.000000 Penalty: 4854.690918
	Iteration 16Q: 3 clusters Score -2435139 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2435152.250000 Penalty: 4854.690918
	Iteration 17Q: 3 clusters Score -2435152 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2435166.000000 Penalty: 4854.690918
	Iteration 18Q: 3 clusters Score -2435166 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2435172.000000 Penalty: 4854.690918
	Iteration 19Q: 3 clusters Score -2435172 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2435180.750000 Penalty: 4854.690918
	Iteration 20F: 3 clusters Score -2435181 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2435183.500000 Penalty: 4854.690918
	Iteration 21Q: 3 clusters Score -2435184 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2435184.750000 Penalty: 4854.690918
	Iteration 22Q: 3 clusters Score -2435185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2435182.250000 Penalty: 4854.690918
	Iteration 23Q: 3 clusters Score -2435182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2435191.500000 Penalty: 4854.690918
	Iteration 24Q: 3 clusters Score -2435192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2435192.750000 Penalty: 4854.690918
	Iteration 25Q: 3 clusters Score -2435193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2435198.500000 Penalty: 4854.690918
	Iteration 26Q: 3 clusters Score -2435198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2435193.250000 Penalty: 4854.690918
	Iteration 27Q: 3 clusters Score -2435193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2435195.250000 Penalty: 4854.690918
	Iteration 28Q: 3 clusters Score -2435195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2435199.500000 Penalty: 4854.690918
	Iteration 29Q: 3 clusters Score -2435200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2435198.500000 Penalty: 4854.690918
	Iteration 30Q: 3 clusters Score -2435198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2435198.500000 Penalty: 4854.690918
	Iteration 31F: 3 clusters Score -2435198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Entering Unmasked Estep 
Score: -918238.125000 Penalty: 2192.068604
	Iteration 0F: 2 clusters Score -918238.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -912468.062500 Penalty: 4384.137207
	Iteration 0F: 3 clusters Score -912468.1 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -914094.000000 Penalty: 4384.137207
	Iteration 1F: 3 clusters Score -914094 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -914543.000000 Penalty: 4384.137207
	Iteration 2F: 3 clusters Score -914543 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -914936.875000 Penalty: 4384.137207
	Iteration 3F: 3 clusters Score -914936.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -915308.062500 Penalty: 4384.137207
	Iteration 4F: 3 clusters Score -915308.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -915664.562500 Penalty: 4384.137207
	Iteration 5F: 3 clusters Score -915664.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -915970.750000 Penalty: 4384.137207
	Iteration 6F: 3 clusters Score -915970.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -916173.062500 Penalty: 4384.137207
	Iteration 7Q: 3 clusters Score -916173.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -916316.312500 Penalty: 4384.137207
	Iteration 8Q: 3 clusters Score -916316.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -916429.187500 Penalty: 4384.137207
	Iteration 9Q: 3 clusters Score -916429.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -916540.562500 Penalty: 4384.137207
	Iteration 10Q: 3 clusters Score -916540.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -916649.312500 Penalty: 4384.137207
	Iteration 11Q: 3 clusters Score -916649.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -916746.125000 Penalty: 4384.137207
	Iteration 12Q: 3 clusters Score -916746.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -916808.187500 Penalty: 4384.137207
	Iteration 13Q: 3 clusters Score -916808.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -916856.625000 Penalty: 4384.137207
	Iteration 14Q: 3 clusters Score -916856.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -916899.500000 Penalty: 4384.137207
	Iteration 15Q: 3 clusters Score -916899.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -916943.000000 Penalty: 4384.137207
	Iteration 16Q: 3 clusters Score -916943 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -916975.812500 Penalty: 4384.137207
	Iteration 17Q: 3 clusters Score -916975.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -917001.750000 Penalty: 4384.137207
	Iteration 18Q: 3 clusters Score -917001.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -917030.937500 Penalty: 4384.137207
	Iteration 19Q: 3 clusters Score -917030.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -917055.562500 Penalty: 4384.137207
	Iteration 20F: 3 clusters Score -917055.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -917069.375000 Penalty: 4384.137207
	Iteration 21Q: 3 clusters Score -917069.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -917081.562500 Penalty: 4384.137207
	Iteration 22Q: 3 clusters Score -917081.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -917086.312500 Penalty: 4384.137207
	Iteration 23Q: 3 clusters Score -917086.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -917099.375000 Penalty: 4384.137207
	Iteration 24Q: 3 clusters Score -917099.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -917107.500000 Penalty: 4384.137207
	Iteration 25Q: 3 clusters Score -917107.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -917111.437500 Penalty: 4384.137207
	Iteration 26Q: 3 clusters Score -917111.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -917116.312500 Penalty: 4384.137207
	Iteration 27Q: 3 clusters Score -917116.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -917127.250000 Penalty: 4384.137207
	Iteration 28Q: 3 clusters Score -917127.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -917130.250000 Penalty: 4384.137207
	Iteration 29Q: 3 clusters Score -917130.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -917137.875000 Penalty: 4384.137207
	Iteration 30Q: 3 clusters Score -917137.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -917144.437500 Penalty: 4384.137207
	Iteration 31Q: 3 clusters Score -917144.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -917146.875000 Penalty: 4384.137207
	Iteration 32Q: 3 clusters Score -917146.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -917152.250000 Penalty: 4384.137207
	Iteration 33Q: 3 clusters Score -917152.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -917161.812500 Penalty: 4384.137207
	Iteration 34Q: 3 clusters Score -917161.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -917165.687500 Penalty: 4384.137207
	Iteration 35Q: 3 clusters Score -917165.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -917175.000000 Penalty: 4384.137207
	Iteration 36Q: 3 clusters Score -917175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -917182.125000 Penalty: 4384.137207
	Iteration 37Q: 3 clusters Score -917182.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -917188.750000 Penalty: 4384.137207
	Iteration 38Q: 3 clusters Score -917188.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -917192.812500 Penalty: 4384.137207
	Iteration 39Q: 3 clusters Score -917192.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -917194.125000 Penalty: 4384.137207
	Iteration 40F: 3 clusters Score -917194.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -917197.312500 Penalty: 4384.137207
	Iteration 41Q: 3 clusters Score -917197.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -917201.812500 Penalty: 4384.137207
	Iteration 42Q: 3 clusters Score -917201.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -917203.625000 Penalty: 4384.137207
	Iteration 43Q: 3 clusters Score -917203.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -917205.375000 Penalty: 4384.137207
	Iteration 44Q: 3 clusters Score -917205.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -917207.500000 Penalty: 4384.137207
	Iteration 45Q: 3 clusters Score -917207.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -917208.187500 Penalty: 4384.137207
	Iteration 46Q: 3 clusters Score -917208.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -917210.625000 Penalty: 4384.137207
	Iteration 47Q: 3 clusters Score -917210.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -917212.187500 Penalty: 4384.137207
	Iteration 48Q: 3 clusters Score -917212.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -917216.250000 Penalty: 4384.137207
	Iteration 49Q: 3 clusters Score -917216.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -917216.875000 Penalty: 4384.137207
	Iteration 50Q: 3 clusters Score -917216.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -917218.750000 Penalty: 4384.137207
	Iteration 51Q: 3 clusters Score -917218.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -917223.187500 Penalty: 4384.137207
	Iteration 52Q: 3 clusters Score -917223.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -917226.250000 Penalty: 4384.137207
	Iteration 53Q: 3 clusters Score -917226.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -917228.375000 Penalty: 4384.137207
	Iteration 54Q: 3 clusters Score -917228.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -917226.250000 Penalty: 4384.137207
	Iteration 55Q: 3 clusters Score -917226.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -917230.500000 Penalty: 4384.137207
	Iteration 56Q: 3 clusters Score -917230.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -917233.125000 Penalty: 4384.137207
	Iteration 57Q: 3 clusters Score -917233.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -917235.125000 Penalty: 4384.137207
	Iteration 58Q: 3 clusters Score -917235.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -917235.812500 Penalty: 4384.137207
	Iteration 59Q: 3 clusters Score -917235.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -917238.000000 Penalty: 4384.137207
	Iteration 60F: 3 clusters Score -917238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -917237.250000 Penalty: 4384.137207
	Iteration 61Q: 3 clusters Score -917237.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -917239.687500 Penalty: 4384.137207
	Iteration 62Q: 3 clusters Score -917239.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -917240.125000 Penalty: 4384.137207
	Iteration 63Q: 3 clusters Score -917240.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -917241.750000 Penalty: 4384.137207
	Iteration 64Q: 3 clusters Score -917241.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -917242.875000 Penalty: 4384.137207
	Iteration 65Q: 3 clusters Score -917242.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -917246.437500 Penalty: 4384.137207
	Iteration 66Q: 3 clusters Score -917246.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -917248.312500 Penalty: 4384.137207
	Iteration 67Q: 3 clusters Score -917248.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -917248.500000 Penalty: 4384.137207
	Iteration 68Q: 3 clusters Score -917248.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -917248.875000 Penalty: 4384.137207
	Iteration 69Q: 3 clusters Score -917248.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -917249.687500 Penalty: 4384.137207
	Iteration 70Q: 3 clusters Score -917249.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -917250.437500 Penalty: 4384.137207
	Iteration 71Q: 3 clusters Score -917250.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -917250.125000 Penalty: 4384.137207
	Iteration 72Q: 3 clusters Score -917250.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -917250.812500 Penalty: 4384.137207
	Iteration 73Q: 3 clusters Score -917250.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -917253.625000 Penalty: 4384.137207
	Iteration 74Q: 3 clusters Score -917253.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -917255.000000 Penalty: 4384.137207
	Iteration 75Q: 3 clusters Score -917255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -917254.437500 Penalty: 4384.137207
	Iteration 76Q: 3 clusters Score -917254.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -917256.125000 Penalty: 4384.137207
	Iteration 77Q: 3 clusters Score -917256.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -917257.250000 Penalty: 4384.137207
	Iteration 78Q: 3 clusters Score -917257.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -917258.500000 Penalty: 4384.137207
	Iteration 79Q: 3 clusters Score -917258.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -917261.125000 Penalty: 4384.137207
	Iteration 80F: 3 clusters Score -917261.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -917260.187500 Penalty: 4384.137207
	Iteration 81Q: 3 clusters Score -917260.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -917263.312500 Penalty: 4384.137207
	Iteration 82Q: 3 clusters Score -917263.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -917264.812500 Penalty: 4384.137207
	Iteration 83Q: 3 clusters Score -917264.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -917268.250000 Penalty: 4384.137207
	Iteration 84Q: 3 clusters Score -917268.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -917268.562500 Penalty: 4384.137207
	Iteration 85Q: 3 clusters Score -917268.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -917273.000000 Penalty: 4384.137207
	Iteration 86Q: 3 clusters Score -917273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -917274.562500 Penalty: 4384.137207
	Iteration 87Q: 3 clusters Score -917274.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -917276.500000 Penalty: 4384.137207
	Iteration 88Q: 3 clusters Score -917276.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -917278.250000 Penalty: 4384.137207
	Iteration 89Q: 3 clusters Score -917278.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -917279.000000 Penalty: 4384.137207
	Iteration 90Q: 3 clusters Score -917279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -917284.562500 Penalty: 4384.137207
	Iteration 91Q: 3 clusters Score -917284.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -917284.500000 Penalty: 4384.137207
	Iteration 92Q: 3 clusters Score -917284.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -917287.937500 Penalty: 4384.137207
	Iteration 93Q: 3 clusters Score -917287.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -917289.250000 Penalty: 4384.137207
	Iteration 94Q: 3 clusters Score -917289.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -917293.062500 Penalty: 4384.137207
	Iteration 95Q: 3 clusters Score -917293.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -917292.875000 Penalty: 4384.137207
	Iteration 96Q: 3 clusters Score -917292.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -917293.375000 Penalty: 4384.137207
	Iteration 97Q: 3 clusters Score -917293.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -917294.937500 Penalty: 4384.137207
	Iteration 98Q: 3 clusters Score -917294.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -917297.312500 Penalty: 4384.137207
	Iteration 99Q: 3 clusters Score -917297.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -917299.812500 Penalty: 4384.137207
	Iteration 100F: 3 clusters Score -917299.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -917298.937500 Penalty: 4384.137207
	Iteration 101Q: 3 clusters Score -917298.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -917298.937500 Penalty: 4384.137207
	Iteration 102F: 3 clusters Score -917298.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Entering Unmasked Estep 
Score: -955477.875000 Penalty: 2194.679443
	Iteration 0F: 2 clusters Score -955477.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -949725.875000 Penalty: 4389.358887
	Iteration 0F: 3 clusters Score -949725.9 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -951237.875000 Penalty: 4389.358887
	Iteration 1F: 3 clusters Score -951237.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -951492.812500 Penalty: 4389.358887
	Iteration 2F: 3 clusters Score -951492.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -951649.000000 Penalty: 4389.358887
	Iteration 3Q: 3 clusters Score -951649 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -951757.750000 Penalty: 4389.358887
	Iteration 4Q: 3 clusters Score -951757.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -951853.562500 Penalty: 4389.358887
	Iteration 5Q: 3 clusters Score -951853.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -951937.000000 Penalty: 4389.358887
	Iteration 6Q: 3 clusters Score -951937 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -952019.062500 Penalty: 4389.358887
	Iteration 7Q: 3 clusters Score -952019.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -952108.437500 Penalty: 4389.358887
	Iteration 8Q: 3 clusters Score -952108.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -952198.250000 Penalty: 4389.358887
	Iteration 9Q: 3 clusters Score -952198.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -952299.437500 Penalty: 4389.358887
	Iteration 10Q: 3 clusters Score -952299.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -952408.375000 Penalty: 4389.358887
	Iteration 11Q: 3 clusters Score -952408.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -952538.687500 Penalty: 4389.358887
	Iteration 12Q: 3 clusters Score -952538.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -952672.625000 Penalty: 4389.358887
	Iteration 13Q: 3 clusters Score -952672.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -952817.937500 Penalty: 4389.358887
	Iteration 14Q: 3 clusters Score -952817.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -952973.000000 Penalty: 4389.358887
	Iteration 15Q: 3 clusters Score -952973 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -953096.375000 Penalty: 4389.358887
	Iteration 16Q: 3 clusters Score -953096.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -953192.437500 Penalty: 4389.358887
	Iteration 17Q: 3 clusters Score -953192.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -953279.250000 Penalty: 4389.358887
	Iteration 18Q: 3 clusters Score -953279.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -953354.750000 Penalty: 4389.358887
	Iteration 19Q: 3 clusters Score -953354.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -953412.187500 Penalty: 4389.358887
	Iteration 20F: 3 clusters Score -953412.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -953453.750000 Penalty: 4389.358887
	Iteration 21Q: 3 clusters Score -953453.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -953492.812500 Penalty: 4389.358887
	Iteration 22Q: 3 clusters Score -953492.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -953514.000000 Penalty: 4389.358887
	Iteration 23Q: 3 clusters Score -953514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -953522.937500 Penalty: 4389.358887
	Iteration 24Q: 3 clusters Score -953522.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -953529.500000 Penalty: 4389.358887
	Iteration 25Q: 3 clusters Score -953529.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -953538.937500 Penalty: 4389.358887
	Iteration 26Q: 3 clusters Score -953538.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -953545.625000 Penalty: 4389.358887
	Iteration 27Q: 3 clusters Score -953545.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -953553.437500 Penalty: 4389.358887
	Iteration 28Q: 3 clusters Score -953553.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -953558.937500 Penalty: 4389.358887
	Iteration 29Q: 3 clusters Score -953558.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -953560.500000 Penalty: 4389.358887
	Iteration 30Q: 3 clusters Score -953560.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -953562.375000 Penalty: 4389.358887
	Iteration 31Q: 3 clusters Score -953562.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -953563.125000 Penalty: 4389.358887
	Iteration 32Q: 3 clusters Score -953563.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -953565.187500 Penalty: 4389.358887
	Iteration 33Q: 3 clusters Score -953565.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -953566.437500 Penalty: 4389.358887
	Iteration 34Q: 3 clusters Score -953566.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -953569.125000 Penalty: 4389.358887
	Iteration 35Q: 3 clusters Score -953569.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -953572.375000 Penalty: 4389.358887
	Iteration 36Q: 3 clusters Score -953572.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -953577.687500 Penalty: 4389.358887
	Iteration 37Q: 3 clusters Score -953577.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -953582.937500 Penalty: 4389.358887
	Iteration 38Q: 3 clusters Score -953582.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -953591.187500 Penalty: 4389.358887
	Iteration 39Q: 3 clusters Score -953591.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -953594.437500 Penalty: 4389.358887
	Iteration 40F: 3 clusters Score -953594.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -953600.562500 Penalty: 4389.358887
	Iteration 41Q: 3 clusters Score -953600.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -953604.625000 Penalty: 4389.358887
	Iteration 42Q: 3 clusters Score -953604.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -953609.125000 Penalty: 4389.358887
	Iteration 43Q: 3 clusters Score -953609.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -953609.125000 Penalty: 4389.358887
	Iteration 44F: 3 clusters Score -953609.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Entering Unmasked Estep 
Score: -748796.500000 Penalty: 2138.279053
	Iteration 0F: 2 clusters Score -748796.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -743872.875000 Penalty: 4276.558105
	Iteration 0F: 3 clusters Score -743872.9 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -745081.625000 Penalty: 4276.558105
	Iteration 1F: 3 clusters Score -745081.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -745315.875000 Penalty: 4276.558105
	Iteration 2F: 3 clusters Score -745315.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -745505.562500 Penalty: 4276.558105
	Iteration 3F: 3 clusters Score -745505.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -745701.625000 Penalty: 4276.558105
	Iteration 4Q: 3 clusters Score -745701.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -745885.437500 Penalty: 4276.558105
	Iteration 5Q: 3 clusters Score -745885.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -746089.375000 Penalty: 4276.558105
	Iteration 6Q: 3 clusters Score -746089.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -746274.625000 Penalty: 4276.558105
	Iteration 7Q: 3 clusters Score -746274.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -746426.312500 Penalty: 4276.558105
	Iteration 8Q: 3 clusters Score -746426.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -746567.187500 Penalty: 4276.558105
	Iteration 9Q: 3 clusters Score -746567.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -746707.125000 Penalty: 4276.558105
	Iteration 10Q: 3 clusters Score -746707.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -746838.375000 Penalty: 4276.558105
	Iteration 11Q: 3 clusters Score -746838.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -747026.312500 Penalty: 4276.558105
	Iteration 12Q: 3 clusters Score -747026.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -747257.062500 Penalty: 4276.558105
	Iteration 13Q: 3 clusters Score -747257.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -747503.250000 Penalty: 4276.558105
	Iteration 14Q: 3 clusters Score -747503.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -747731.750000 Penalty: 4276.558105
	Iteration 15Q: 3 clusters Score -747731.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -747913.625000 Penalty: 4276.558105
	Iteration 16Q: 3 clusters Score -747913.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -748039.437500 Penalty: 4276.558105
	Iteration 17Q: 3 clusters Score -748039.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -748119.187500 Penalty: 4276.558105
	Iteration 18Q: 3 clusters Score -748119.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -748156.625000 Penalty: 4276.558105
	Iteration 19Q: 3 clusters Score -748156.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -748172.562500 Penalty: 4276.558105
	Iteration 20F: 3 clusters Score -748172.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -748193.250000 Penalty: 4276.558105
	Iteration 21Q: 3 clusters Score -748193.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -748202.000000 Penalty: 4276.558105
	Iteration 22Q: 3 clusters Score -748202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -748214.187500 Penalty: 4276.558105
	Iteration 23Q: 3 clusters Score -748214.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -748227.062500 Penalty: 4276.558105
	Iteration 24Q: 3 clusters Score -748227.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -748234.625000 Penalty: 4276.558105
	Iteration 25Q: 3 clusters Score -748234.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -748244.125000 Penalty: 4276.558105
	Iteration 26Q: 3 clusters Score -748244.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -748251.437500 Penalty: 4276.558105
	Iteration 27Q: 3 clusters Score -748251.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -748257.937500 Penalty: 4276.558105
	Iteration 28Q: 3 clusters Score -748257.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -748261.375000 Penalty: 4276.558105
	Iteration 29Q: 3 clusters Score -748261.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -748265.562500 Penalty: 4276.558105
	Iteration 30Q: 3 clusters Score -748265.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -748267.625000 Penalty: 4276.558105
	Iteration 31Q: 3 clusters Score -748267.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -748271.000000 Penalty: 4276.558105
	Iteration 32Q: 3 clusters Score -748271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -748273.687500 Penalty: 4276.558105
	Iteration 33Q: 3 clusters Score -748273.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -748276.250000 Penalty: 4276.558105
	Iteration 34Q: 3 clusters Score -748276.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -748277.437500 Penalty: 4276.558105
	Iteration 35Q: 3 clusters Score -748277.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -748277.437500 Penalty: 4276.558105
	Iteration 36F: 3 clusters Score -748277.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Entering Unmasked Estep 
Score: -863257.125000 Penalty: 2173.949707
	Iteration 0F: 2 clusters Score -863257.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -857824.875000 Penalty: 4347.899414
	Iteration 0F: 3 clusters Score -857824.9 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -859312.750000 Penalty: 4347.899414
	Iteration 1F: 3 clusters Score -859312.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -859654.875000 Penalty: 4347.899414
	Iteration 2F: 3 clusters Score -859654.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -859878.500000 Penalty: 4347.899414
	Iteration 3F: 3 clusters Score -859878.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -860070.312500 Penalty: 4347.899414
	Iteration 4Q: 3 clusters Score -860070.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -860235.437500 Penalty: 4347.899414
	Iteration 5Q: 3 clusters Score -860235.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -860406.500000 Penalty: 4347.899414
	Iteration 6Q: 3 clusters Score -860406.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -860617.125000 Penalty: 4347.899414
	Iteration 7Q: 3 clusters Score -860617.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -860873.062500 Penalty: 4347.899414
	Iteration 8Q: 3 clusters Score -860873.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -861189.437500 Penalty: 4347.899414
	Iteration 9F: 3 clusters Score -861189.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -861489.000000 Penalty: 4347.899414
	Iteration 10Q: 3 clusters Score -861489 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -861741.000000 Penalty: 4347.899414
	Iteration 11Q: 3 clusters Score -861741 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -862087.437500 Penalty: 4347.899414
	Iteration 12Q: 3 clusters Score -862087.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -862486.562500 Penalty: 4347.899414
	Iteration 13Q: 3 clusters Score -862486.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -862871.375000 Penalty: 4347.899414
	Iteration 14Q: 3 clusters Score -862871.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -863291.937500 Penalty: 4347.899414
	Iteration 15Q: 3 clusters Score -863291.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -863701.625000 Penalty: 4347.899414
	Iteration 16Q: 3 clusters Score -863701.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -863952.125000 Penalty: 4347.899414
	Iteration 17Q: 3 clusters Score -863952.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -864035.312500 Penalty: 4347.899414
	Iteration 18Q: 3 clusters Score -864035.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -864058.875000 Penalty: 4347.899414
	Iteration 19Q: 3 clusters Score -864058.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -864062.500000 Penalty: 4347.899414
	Iteration 20F: 3 clusters Score -864062.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -864066.375000 Penalty: 4347.899414
	Iteration 21Q: 3 clusters Score -864066.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -864065.750000 Penalty: 4347.899414
	Iteration 22Q: 3 clusters Score -864065.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -864065.937500 Penalty: 4347.899414
	Iteration 23Q: 3 clusters Score -864065.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -864066.312500 Penalty: 4347.899414
	Iteration 24Q: 3 clusters Score -864066.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -864066.375000 Penalty: 4347.899414
	Iteration 25Q: 3 clusters Score -864066.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -864066.375000 Penalty: 4347.899414
	Iteration 26F: 3 clusters Score -864066.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 142069 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55122 members 
Mstep: Class 5 contains 8274 members 
Mstep: Class 6 contains 49106 members 
Mstep: Class 7 contains 10900 members 
Mstep: Class 8 contains 34603 members 
Mstep: Class 9 contains 41849 members 
Mstep: Class 10 contains 14130 members 
Mstep: Class 11 contains 37174 members 
Mstep: Class 12 contains 49538 members 
Mstep: Class 13 contains 2455 members 
Mstep: Class 14 contains 84718 members 
Mstep: Class 15 contains 39158 members 
Mstep: Class 16 contains 66610 members 
Mstep: Class 17 contains 143797 members 
Mstep: Class 18 contains 30869 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 176334 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17813 members 
Mstep: Class 25 contains 6898 members 
Mstep: Class 26 contains 6971 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 3957 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2709 members 
Entering Unmasked Estep 
Score: -142943664.000000 Penalty: 103175.226562
Splitting cluster 28 changes total score from -142944096.000000 to -142943664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -181748.718750 Penalty: 1787.181641
	Iteration 0F: 2 clusters Score -181748.7 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 680 members 
Entering Unmasked Estep 
Score: -179538.093750 Penalty: 3574.363281
	Iteration 0F: 3 clusters Score -179538.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -179863.906250 Penalty: 3574.363281
	Iteration 1F: 3 clusters Score -179863.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -179987.843750 Penalty: 3574.363281
	Iteration 2F: 3 clusters Score -179987.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -180071.937500 Penalty: 3574.363281
	Iteration 3Q: 3 clusters Score -180071.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -180152.453125 Penalty: 3574.363281
	Iteration 4Q: 3 clusters Score -180152.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -180231.562500 Penalty: 3574.363281
	Iteration 5Q: 3 clusters Score -180231.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -180303.984375 Penalty: 3574.363281
	Iteration 6Q: 3 clusters Score -180304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -180407.390625 Penalty: 3574.363281
	Iteration 7Q: 3 clusters Score -180407.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -180616.890625 Penalty: 3574.363281
	Iteration 8Q: 3 clusters Score -180616.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -180800.296875 Penalty: 3574.363281
	Iteration 9Q: 3 clusters Score -180800.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -180858.546875 Penalty: 3574.363281
	Iteration 10Q: 3 clusters Score -180858.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -180884.781250 Penalty: 3574.363281
	Iteration 11Q: 3 clusters Score -180884.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -180912.984375 Penalty: 3574.363281
	Iteration 12Q: 3 clusters Score -180913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -180941.156250 Penalty: 3574.363281
	Iteration 13Q: 3 clusters Score -180941.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -180962.609375 Penalty: 3574.363281
	Iteration 14Q: 3 clusters Score -180962.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -180978.312500 Penalty: 3574.363281
	Iteration 15Q: 3 clusters Score -180978.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -180998.640625 Penalty: 3574.363281
	Iteration 16Q: 3 clusters Score -180998.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -181010.609375 Penalty: 3574.363281
	Iteration 17Q: 3 clusters Score -181010.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -181020.390625 Penalty: 3574.363281
	Iteration 18Q: 3 clusters Score -181020.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -181048.187500 Penalty: 3574.363281
	Iteration 19Q: 3 clusters Score -181048.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -181076.250000 Penalty: 3574.363281
	Iteration 20F: 3 clusters Score -181076.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -181097.234375 Penalty: 3574.363281
	Iteration 21Q: 3 clusters Score -181097.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -181107.812500 Penalty: 3574.363281
	Iteration 22Q: 3 clusters Score -181107.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -181111.671875 Penalty: 3574.363281
	Iteration 23Q: 3 clusters Score -181111.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -181114.218750 Penalty: 3574.363281
	Iteration 24Q: 3 clusters Score -181114.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -181118.625000 Penalty: 3574.363281
	Iteration 25Q: 3 clusters Score -181118.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -181119.187500 Penalty: 3574.363281
	Iteration 26Q: 3 clusters Score -181119.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -181119.187500 Penalty: 3574.363281
	Iteration 27F: 3 clusters Score -181119.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Entering Unmasked Estep 
Score: -354019.593750 Penalty: 1960.275146
	Iteration 0F: 2 clusters Score -354019.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -350955.406250 Penalty: 3920.550293
	Iteration 0F: 3 clusters Score -350955.4 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -351586.562500 Penalty: 3920.550293
	Iteration 1F: 3 clusters Score -351586.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -351758.156250 Penalty: 3920.550293
	Iteration 2F: 3 clusters Score -351758.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -351860.625000 Penalty: 3920.550293
	Iteration 3F: 3 clusters Score -351860.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -351937.406250 Penalty: 3920.550293
	Iteration 4Q: 3 clusters Score -351937.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -352010.125000 Penalty: 3920.550293
	Iteration 5Q: 3 clusters Score -352010.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -352094.750000 Penalty: 3920.550293
	Iteration 6Q: 3 clusters Score -352094.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -352240.156250 Penalty: 3920.550293
	Iteration 7Q: 3 clusters Score -352240.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -352449.375000 Penalty: 3920.550293
	Iteration 8Q: 3 clusters Score -352449.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -352671.187500 Penalty: 3920.550293
	Iteration 9Q: 3 clusters Score -352671.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -352800.937500 Penalty: 3920.550293
	Iteration 10Q: 3 clusters Score -352800.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -352874.343750 Penalty: 3920.550293
	Iteration 11Q: 3 clusters Score -352874.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -352915.531250 Penalty: 3920.550293
	Iteration 12Q: 3 clusters Score -352915.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -352939.000000 Penalty: 3920.550293
	Iteration 13Q: 3 clusters Score -352939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -352956.156250 Penalty: 3920.550293
	Iteration 14Q: 3 clusters Score -352956.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -352963.468750 Penalty: 3920.550293
	Iteration 15Q: 3 clusters Score -352963.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -352973.125000 Penalty: 3920.550293
	Iteration 16Q: 3 clusters Score -352973.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -352984.406250 Penalty: 3920.550293
	Iteration 17Q: 3 clusters Score -352984.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -352987.375000 Penalty: 3920.550293
	Iteration 18Q: 3 clusters Score -352987.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -352986.968750 Penalty: 3920.550293
	Iteration 19Q: 3 clusters Score -352987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -352989.156250 Penalty: 3920.550293
	Iteration 20F: 3 clusters Score -352989.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -352991.843750 Penalty: 3920.550293
	Iteration 21Q: 3 clusters Score -352991.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -352993.156250 Penalty: 3920.550293
	Iteration 22Q: 3 clusters Score -352993.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -352993.156250 Penalty: 3920.550293
	Iteration 23F: 3 clusters Score -352993.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 142069 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55122 members 
Mstep: Class 5 contains 8274 members 
Mstep: Class 6 contains 49106 members 
Mstep: Class 7 contains 10900 members 
Mstep: Class 8 contains 34603 members 
Mstep: Class 9 contains 41849 members 
Mstep: Class 10 contains 14130 members 
Mstep: Class 11 contains 37174 members 
Mstep: Class 12 contains 49538 members 
Mstep: Class 14 contains 84718 members 
Mstep: Class 15 contains 39158 members 
Mstep: Class 16 contains 66610 members 
Mstep: Class 17 contains 143797 members 
Mstep: Class 18 contains 30869 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 176334 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17813 members 
Mstep: Class 25 contains 6898 members 
Mstep: Class 26 contains 6971 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 6412 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944080.000000 Penalty: 99736.046875
Iteration 239Q: 30 clusters Score -1.429441e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 142093 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55134 members 
Mstep: Class 5 contains 8277 members 
Mstep: Class 6 contains 49111 members 
Mstep: Class 7 contains 10902 members 
Mstep: Class 8 contains 34604 members 
Mstep: Class 9 contains 41839 members 
Mstep: Class 10 contains 14131 members 
Mstep: Class 11 contains 37170 members 
Mstep: Class 12 contains 49560 members 
Mstep: Class 14 contains 84712 members 
Mstep: Class 15 contains 39155 members 
Mstep: Class 16 contains 66631 members 
Mstep: Class 17 contains 143878 members 
Mstep: Class 18 contains 30861 members 
Mstep: Class 19 contains 7776 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 176188 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17816 members 
Mstep: Class 25 contains 6900 members 
Mstep: Class 26 contains 6971 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 6412 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944304.000000 Penalty: 99736.046875
Iteration 240F: 30 clusters Score -1.429443e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 142115 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55149 members 
Mstep: Class 5 contains 8276 members 
Mstep: Class 6 contains 49117 members 
Mstep: Class 7 contains 10898 members 
Mstep: Class 8 contains 34604 members 
Mstep: Class 9 contains 41824 members 
Mstep: Class 10 contains 14127 members 
Mstep: Class 11 contains 37187 members 
Mstep: Class 12 contains 49582 members 
Mstep: Class 14 contains 84714 members 
Mstep: Class 15 contains 39160 members 
Mstep: Class 16 contains 66654 members 
Mstep: Class 17 contains 143919 members 
Mstep: Class 18 contains 30855 members 
Mstep: Class 19 contains 7776 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 176061 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17819 members 
Mstep: Class 25 contains 6899 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5552 members 
Mstep: Class 28 contains 6411 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944528.000000 Penalty: 99736.046875
Iteration 241Q: 30 clusters Score -1.429445e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 142137 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55142 members 
Mstep: Class 5 contains 8275 members 
Mstep: Class 6 contains 49125 members 
Mstep: Class 7 contains 10904 members 
Mstep: Class 8 contains 34605 members 
Mstep: Class 9 contains 41812 members 
Mstep: Class 10 contains 14129 members 
Mstep: Class 11 contains 37196 members 
Mstep: Class 12 contains 49595 members 
Mstep: Class 14 contains 84705 members 
Mstep: Class 15 contains 39182 members 
Mstep: Class 16 contains 66680 members 
Mstep: Class 17 contains 143951 members 
Mstep: Class 18 contains 30855 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 175946 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17819 members 
Mstep: Class 25 contains 6899 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5552 members 
Mstep: Class 28 contains 6411 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 2710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944544.000000 Penalty: 99736.046875
Iteration 242Q: 30 clusters Score -1.429445e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 142167 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55123 members 
Mstep: Class 5 contains 8274 members 
Mstep: Class 6 contains 49137 members 
Mstep: Class 7 contains 10905 members 
Mstep: Class 8 contains 34604 members 
Mstep: Class 9 contains 41809 members 
Mstep: Class 10 contains 14129 members 
Mstep: Class 11 contains 37193 members 
Mstep: Class 12 contains 49626 members 
Mstep: Class 14 contains 84689 members 
Mstep: Class 15 contains 39207 members 
Mstep: Class 16 contains 66711 members 
Mstep: Class 17 contains 143962 members 
Mstep: Class 18 contains 30860 members 
Mstep: Class 19 contains 7784 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 175839 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17818 members 
Mstep: Class 25 contains 6899 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5552 members 
Mstep: Class 28 contains 6411 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 2709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944400.000000 Penalty: 99736.046875
Iteration 243Q: 30 clusters Score -1.429444e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 142239 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55119 members 
Mstep: Class 5 contains 8274 members 
Mstep: Class 6 contains 49140 members 
Mstep: Class 7 contains 10905 members 
Mstep: Class 8 contains 34607 members 
Mstep: Class 9 contains 41796 members 
Mstep: Class 10 contains 14126 members 
Mstep: Class 11 contains 37176 members 
Mstep: Class 12 contains 49654 members 
Mstep: Class 14 contains 84690 members 
Mstep: Class 15 contains 39238 members 
Mstep: Class 16 contains 66729 members 
Mstep: Class 17 contains 143921 members 
Mstep: Class 18 contains 30866 members 
Mstep: Class 19 contains 7786 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 175751 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17819 members 
Mstep: Class 25 contains 6898 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5552 members 
Mstep: Class 28 contains 6411 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 2710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944576.000000 Penalty: 99736.046875
Iteration 244Q: 30 clusters Score -1.429446e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 142293 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55122 members 
Mstep: Class 5 contains 8273 members 
Mstep: Class 6 contains 49146 members 
Mstep: Class 7 contains 10906 members 
Mstep: Class 8 contains 34607 members 
Mstep: Class 9 contains 41789 members 
Mstep: Class 10 contains 14120 members 
Mstep: Class 11 contains 37169 members 
Mstep: Class 12 contains 49680 members 
Mstep: Class 14 contains 84697 members 
Mstep: Class 15 contains 39265 members 
Mstep: Class 16 contains 66757 members 
Mstep: Class 17 contains 143839 members 
Mstep: Class 18 contains 30874 members 
Mstep: Class 19 contains 7789 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 175689 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17821 members 
Mstep: Class 25 contains 6896 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5552 members 
Mstep: Class 28 contains 6411 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 2712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944656.000000 Penalty: 99736.046875
Iteration 245Q: 30 clusters Score -1.429447e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 142312 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55122 members 
Mstep: Class 5 contains 8274 members 
Mstep: Class 6 contains 49154 members 
Mstep: Class 7 contains 10904 members 
Mstep: Class 8 contains 34611 members 
Mstep: Class 9 contains 41785 members 
Mstep: Class 10 contains 14117 members 
Mstep: Class 11 contains 37166 members 
Mstep: Class 12 contains 49692 members 
Mstep: Class 14 contains 84715 members 
Mstep: Class 15 contains 39295 members 
Mstep: Class 16 contains 66774 members 
Mstep: Class 17 contains 143774 members 
Mstep: Class 18 contains 30882 members 
Mstep: Class 19 contains 7792 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 175639 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17826 members 
Mstep: Class 25 contains 6890 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5551 members 
Mstep: Class 28 contains 6411 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 2714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944480.000000 Penalty: 99736.046875
Iteration 246Q: 30 clusters Score -1.429445e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 142353 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55117 members 
Mstep: Class 5 contains 8277 members 
Mstep: Class 6 contains 49163 members 
Mstep: Class 7 contains 10901 members 
Mstep: Class 8 contains 34614 members 
Mstep: Class 9 contains 41790 members 
Mstep: Class 10 contains 14114 members 
Mstep: Class 11 contains 37175 members 
Mstep: Class 12 contains 49724 members 
Mstep: Class 14 contains 84737 members 
Mstep: Class 15 contains 39312 members 
Mstep: Class 16 contains 66774 members 
Mstep: Class 17 contains 143697 members 
Mstep: Class 18 contains 30882 members 
Mstep: Class 19 contains 7793 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 175580 members 
Mstep: Class 22 contains 532 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17831 members 
Mstep: Class 25 contains 6887 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5551 members 
Mstep: Class 28 contains 6410 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944576.000000 Penalty: 99736.046875
Iteration 247Q: 30 clusters Score -1.429446e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 142359 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55124 members 
Mstep: Class 5 contains 8275 members 
Mstep: Class 6 contains 49175 members 
Mstep: Class 7 contains 10905 members 
Mstep: Class 8 contains 34619 members 
Mstep: Class 9 contains 41792 members 
Mstep: Class 10 contains 14114 members 
Mstep: Class 11 contains 37194 members 
Mstep: Class 12 contains 49738 members 
Mstep: Class 14 contains 84753 members 
Mstep: Class 15 contains 39316 members 
Mstep: Class 16 contains 66776 members 
Mstep: Class 17 contains 143646 members 
Mstep: Class 18 contains 30894 members 
Mstep: Class 19 contains 7796 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 175528 members 
Mstep: Class 22 contains 532 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17838 members 
Mstep: Class 25 contains 6878 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5550 members 
Mstep: Class 28 contains 6410 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944416.000000 Penalty: 99736.046875
Iteration 248Q: 30 clusters Score -1.429444e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 142381 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55126 members 
Mstep: Class 5 contains 8275 members 
Mstep: Class 6 contains 49174 members 
Mstep: Class 7 contains 10900 members 
Mstep: Class 8 contains 34622 members 
Mstep: Class 9 contains 41790 members 
Mstep: Class 10 contains 14114 members 
Mstep: Class 11 contains 37212 members 
Mstep: Class 12 contains 49748 members 
Mstep: Class 14 contains 84763 members 
Mstep: Class 15 contains 39335 members 
Mstep: Class 16 contains 66784 members 
Mstep: Class 17 contains 143598 members 
Mstep: Class 18 contains 30897 members 
Mstep: Class 19 contains 7799 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 175488 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 17844 members 
Mstep: Class 25 contains 6876 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5550 members 
Mstep: Class 28 contains 6409 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944464.000000 Penalty: 99736.046875
Iteration 249Q: 30 clusters Score -1.429445e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 142450 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55133 members 
Mstep: Class 5 contains 8277 members 
Mstep: Class 6 contains 49178 members 
Mstep: Class 7 contains 10900 members 
Mstep: Class 8 contains 34624 members 
Mstep: Class 9 contains 41789 members 
Mstep: Class 10 contains 14116 members 
Mstep: Class 11 contains 37218 members 
Mstep: Class 12 contains 49760 members 
Mstep: Class 14 contains 84781 members 
Mstep: Class 15 contains 39353 members 
Mstep: Class 16 contains 66788 members 
Mstep: Class 17 contains 143517 members 
Mstep: Class 18 contains 30895 members 
Mstep: Class 19 contains 7802 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 175422 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17849 members 
Mstep: Class 25 contains 6874 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5550 members 
Mstep: Class 28 contains 6409 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944640.000000 Penalty: 99736.046875
Iteration 250Q: 30 clusters Score -1.429446e+08 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 142523 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55135 members 
Mstep: Class 5 contains 8278 members 
Mstep: Class 6 contains 49184 members 
Mstep: Class 7 contains 10898 members 
Mstep: Class 8 contains 34627 members 
Mstep: Class 9 contains 41785 members 
Mstep: Class 10 contains 14113 members 
Mstep: Class 11 contains 37238 members 
Mstep: Class 12 contains 49772 members 
Mstep: Class 14 contains 84797 members 
Mstep: Class 15 contains 39368 members 
Mstep: Class 16 contains 66783 members 
Mstep: Class 17 contains 143464 members 
Mstep: Class 18 contains 30892 members 
Mstep: Class 19 contains 7804 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 175337 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17855 members 
Mstep: Class 25 contains 6871 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5550 members 
Mstep: Class 28 contains 6409 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944768.000000 Penalty: 99736.046875
Iteration 251Q: 30 clusters Score -1.429448e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 142591 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55120 members 
Mstep: Class 5 contains 8281 members 
Mstep: Class 6 contains 49195 members 
Mstep: Class 7 contains 10909 members 
Mstep: Class 8 contains 34626 members 
Mstep: Class 9 contains 41789 members 
Mstep: Class 10 contains 14110 members 
Mstep: Class 11 contains 37269 members 
Mstep: Class 12 contains 49798 members 
Mstep: Class 14 contains 84819 members 
Mstep: Class 15 contains 39385 members 
Mstep: Class 16 contains 66775 members 
Mstep: Class 17 contains 143387 members 
Mstep: Class 18 contains 30889 members 
Mstep: Class 19 contains 7805 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 175248 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17860 members 
Mstep: Class 25 contains 6868 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5550 members 
Mstep: Class 28 contains 6409 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944720.000000 Penalty: 99736.046875
Iteration 252Q: 30 clusters Score -1.429447e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 142691 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55099 members 
Mstep: Class 5 contains 8279 members 
Mstep: Class 6 contains 49213 members 
Mstep: Class 7 contains 10916 members 
Mstep: Class 8 contains 34623 members 
Mstep: Class 9 contains 41783 members 
Mstep: Class 10 contains 14102 members 
Mstep: Class 11 contains 37283 members 
Mstep: Class 12 contains 49802 members 
Mstep: Class 14 contains 84815 members 
Mstep: Class 15 contains 39388 members 
Mstep: Class 16 contains 66772 members 
Mstep: Class 17 contains 143350 members 
Mstep: Class 18 contains 30888 members 
Mstep: Class 19 contains 7807 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 175177 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17864 members 
Mstep: Class 25 contains 6868 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5550 members 
Mstep: Class 28 contains 6409 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944448.000000 Penalty: 99736.046875
Iteration 253Q: 30 clusters Score -1.429444e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 142789 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55076 members 
Mstep: Class 5 contains 8280 members 
Mstep: Class 6 contains 49201 members 
Mstep: Class 7 contains 10920 members 
Mstep: Class 8 contains 34622 members 
Mstep: Class 9 contains 41783 members 
Mstep: Class 10 contains 14090 members 
Mstep: Class 11 contains 37298 members 
Mstep: Class 12 contains 49808 members 
Mstep: Class 14 contains 84833 members 
Mstep: Class 15 contains 39412 members 
Mstep: Class 16 contains 66775 members 
Mstep: Class 17 contains 143321 members 
Mstep: Class 18 contains 30889 members 
Mstep: Class 19 contains 7809 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 175078 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17867 members 
Mstep: Class 25 contains 6865 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5550 members 
Mstep: Class 28 contains 6409 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944288.000000 Penalty: 99736.046875
Iteration 254Q: 30 clusters Score -1.429443e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 142913 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55067 members 
Mstep: Class 5 contains 8284 members 
Mstep: Class 6 contains 49199 members 
Mstep: Class 7 contains 10920 members 
Mstep: Class 8 contains 34620 members 
Mstep: Class 9 contains 41779 members 
Mstep: Class 10 contains 14085 members 
Mstep: Class 11 contains 37310 members 
Mstep: Class 12 contains 49800 members 
Mstep: Class 14 contains 84841 members 
Mstep: Class 15 contains 39413 members 
Mstep: Class 16 contains 66779 members 
Mstep: Class 17 contains 143332 members 
Mstep: Class 18 contains 30887 members 
Mstep: Class 19 contains 7811 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 174942 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17871 members 
Mstep: Class 25 contains 6861 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5549 members 
Mstep: Class 28 contains 6409 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944032.000000 Penalty: 99736.046875
Iteration 255Q: 30 clusters Score -1.42944e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 143003 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55056 members 
Mstep: Class 5 contains 8284 members 
Mstep: Class 6 contains 49205 members 
Mstep: Class 7 contains 10924 members 
Mstep: Class 8 contains 34621 members 
Mstep: Class 9 contains 41772 members 
Mstep: Class 10 contains 14072 members 
Mstep: Class 11 contains 37320 members 
Mstep: Class 12 contains 49789 members 
Mstep: Class 14 contains 84844 members 
Mstep: Class 15 contains 39409 members 
Mstep: Class 16 contains 66783 members 
Mstep: Class 17 contains 143379 members 
Mstep: Class 18 contains 30891 members 
Mstep: Class 19 contains 7811 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 174819 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17875 members 
Mstep: Class 25 contains 6859 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5547 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944016.000000 Penalty: 99736.046875
Iteration 256Q: 30 clusters Score -1.42944e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 143115 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55044 members 
Mstep: Class 5 contains 8283 members 
Mstep: Class 6 contains 49211 members 
Mstep: Class 7 contains 10930 members 
Mstep: Class 8 contains 34622 members 
Mstep: Class 9 contains 41773 members 
Mstep: Class 10 contains 14061 members 
Mstep: Class 11 contains 37319 members 
Mstep: Class 12 contains 49792 members 
Mstep: Class 14 contains 84842 members 
Mstep: Class 15 contains 39409 members 
Mstep: Class 16 contains 66813 members 
Mstep: Class 17 contains 143385 members 
Mstep: Class 18 contains 30892 members 
Mstep: Class 19 contains 7811 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 174682 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17883 members 
Mstep: Class 25 contains 6851 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5547 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944528.000000 Penalty: 99736.046875
Iteration 257Q: 30 clusters Score -1.429445e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 143254 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55012 members 
Mstep: Class 5 contains 8287 members 
Mstep: Class 6 contains 49209 members 
Mstep: Class 7 contains 10932 members 
Mstep: Class 8 contains 34625 members 
Mstep: Class 9 contains 41769 members 
Mstep: Class 10 contains 14047 members 
Mstep: Class 11 contains 37322 members 
Mstep: Class 12 contains 49794 members 
Mstep: Class 14 contains 84840 members 
Mstep: Class 15 contains 39423 members 
Mstep: Class 16 contains 66844 members 
Mstep: Class 17 contains 143395 members 
Mstep: Class 18 contains 30897 members 
Mstep: Class 19 contains 7812 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 174523 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17896 members 
Mstep: Class 25 contains 6842 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5547 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944160.000000 Penalty: 99736.046875
Iteration 258Q: 30 clusters Score -1.429442e+08 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 143463 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54994 members 
Mstep: Class 5 contains 8289 members 
Mstep: Class 6 contains 49207 members 
Mstep: Class 7 contains 10937 members 
Mstep: Class 8 contains 34630 members 
Mstep: Class 9 contains 41764 members 
Mstep: Class 10 contains 14035 members 
Mstep: Class 11 contains 37327 members 
Mstep: Class 12 contains 49779 members 
Mstep: Class 14 contains 84840 members 
Mstep: Class 15 contains 39419 members 
Mstep: Class 16 contains 66871 members 
Mstep: Class 17 contains 143388 members 
Mstep: Class 18 contains 30897 members 
Mstep: Class 19 contains 7813 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 174328 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 2715 members 
Mstep: Class 24 contains 17905 members 
Mstep: Class 25 contains 6834 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5549 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943920.000000 Penalty: 99736.046875
Iteration 259Q: 30 clusters Score -1.429439e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 143685 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54992 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 49212 members 
Mstep: Class 7 contains 10940 members 
Mstep: Class 8 contains 34631 members 
Mstep: Class 9 contains 41771 members 
Mstep: Class 10 contains 14026 members 
Mstep: Class 11 contains 37324 members 
Mstep: Class 12 contains 49777 members 
Mstep: Class 14 contains 84829 members 
Mstep: Class 15 contains 39408 members 
Mstep: Class 16 contains 66916 members 
Mstep: Class 17 contains 143357 members 
Mstep: Class 18 contains 30891 members 
Mstep: Class 19 contains 7815 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 174104 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 2716 members 
Mstep: Class 24 contains 17909 members 
Mstep: Class 25 contains 6832 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5551 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943952.000000 Penalty: 99736.046875
Iteration 260F: 30 clusters Score -1.42944e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 143884 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54986 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 49209 members 
Mstep: Class 7 contains 10939 members 
Mstep: Class 8 contains 34637 members 
Mstep: Class 9 contains 41756 members 
Mstep: Class 10 contains 14025 members 
Mstep: Class 11 contains 37331 members 
Mstep: Class 12 contains 49769 members 
Mstep: Class 14 contains 84818 members 
Mstep: Class 15 contains 39396 members 
Mstep: Class 16 contains 66953 members 
Mstep: Class 17 contains 143369 members 
Mstep: Class 18 contains 30883 members 
Mstep: Class 19 contains 7816 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 173906 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 2716 members 
Mstep: Class 24 contains 17910 members 
Mstep: Class 25 contains 6829 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5552 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943808.000000 Penalty: 99736.046875
Iteration 261Q: 30 clusters Score -1.429438e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 144093 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54975 members 
Mstep: Class 5 contains 8299 members 
Mstep: Class 6 contains 49201 members 
Mstep: Class 7 contains 10938 members 
Mstep: Class 8 contains 34641 members 
Mstep: Class 9 contains 41753 members 
Mstep: Class 10 contains 14022 members 
Mstep: Class 11 contains 37330 members 
Mstep: Class 12 contains 49755 members 
Mstep: Class 14 contains 84795 members 
Mstep: Class 15 contains 39390 members 
Mstep: Class 16 contains 66984 members 
Mstep: Class 17 contains 143389 members 
Mstep: Class 18 contains 30877 members 
Mstep: Class 19 contains 7816 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 173711 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 2717 members 
Mstep: Class 24 contains 17909 members 
Mstep: Class 25 contains 6824 members 
Mstep: Class 26 contains 6971 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943696.000000 Penalty: 99736.046875
Iteration 262Q: 30 clusters Score -1.429437e+08 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 144268 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54995 members 
Mstep: Class 5 contains 8299 members 
Mstep: Class 6 contains 49196 members 
Mstep: Class 7 contains 10942 members 
Mstep: Class 8 contains 34644 members 
Mstep: Class 9 contains 41748 members 
Mstep: Class 10 contains 14024 members 
Mstep: Class 11 contains 37329 members 
Mstep: Class 12 contains 49742 members 
Mstep: Class 14 contains 84764 members 
Mstep: Class 15 contains 39392 members 
Mstep: Class 16 contains 67013 members 
Mstep: Class 17 contains 143405 members 
Mstep: Class 18 contains 30876 members 
Mstep: Class 19 contains 7817 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 173518 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 2717 members 
Mstep: Class 24 contains 17913 members 
Mstep: Class 25 contains 6819 members 
Mstep: Class 26 contains 6972 members 
Mstep: Class 27 contains 5552 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943856.000000 Penalty: 99736.046875
Iteration 263Q: 30 clusters Score -1.429439e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 144418 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55004 members 
Mstep: Class 5 contains 8305 members 
Mstep: Class 6 contains 49179 members 
Mstep: Class 7 contains 10947 members 
Mstep: Class 8 contains 34645 members 
Mstep: Class 9 contains 41743 members 
Mstep: Class 10 contains 14020 members 
Mstep: Class 11 contains 37329 members 
Mstep: Class 12 contains 49729 members 
Mstep: Class 14 contains 84744 members 
Mstep: Class 15 contains 39401 members 
Mstep: Class 16 contains 67038 members 
Mstep: Class 17 contains 143456 members 
Mstep: Class 18 contains 30866 members 
Mstep: Class 19 contains 7817 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 173328 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 2716 members 
Mstep: Class 24 contains 17917 members 
Mstep: Class 25 contains 6816 members 
Mstep: Class 26 contains 6972 members 
Mstep: Class 27 contains 5552 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944224.000000 Penalty: 99736.046875
Iteration 264Q: 30 clusters Score -1.429442e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 144601 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55006 members 
Mstep: Class 5 contains 8306 members 
Mstep: Class 6 contains 49167 members 
Mstep: Class 7 contains 10949 members 
Mstep: Class 8 contains 34651 members 
Mstep: Class 9 contains 41741 members 
Mstep: Class 10 contains 14015 members 
Mstep: Class 11 contains 37329 members 
Mstep: Class 12 contains 49721 members 
Mstep: Class 14 contains 84727 members 
Mstep: Class 15 contains 39390 members 
Mstep: Class 16 contains 67065 members 
Mstep: Class 17 contains 143465 members 
Mstep: Class 18 contains 30858 members 
Mstep: Class 19 contains 7818 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 173157 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17920 members 
Mstep: Class 25 contains 6813 members 
Mstep: Class 26 contains 6972 members 
Mstep: Class 27 contains 5551 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944048.000000 Penalty: 99736.046875
Iteration 265Q: 30 clusters Score -1.42944e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 144795 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 55003 members 
Mstep: Class 5 contains 8310 members 
Mstep: Class 6 contains 49160 members 
Mstep: Class 7 contains 10953 members 
Mstep: Class 8 contains 34654 members 
Mstep: Class 9 contains 41755 members 
Mstep: Class 10 contains 14016 members 
Mstep: Class 11 contains 37325 members 
Mstep: Class 12 contains 49727 members 
Mstep: Class 14 contains 84708 members 
Mstep: Class 15 contains 39377 members 
Mstep: Class 16 contains 67089 members 
Mstep: Class 17 contains 143466 members 
Mstep: Class 18 contains 30846 members 
Mstep: Class 19 contains 7819 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 172964 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 17922 members 
Mstep: Class 25 contains 6809 members 
Mstep: Class 26 contains 6972 members 
Mstep: Class 27 contains 5552 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944176.000000 Penalty: 99736.046875
Iteration 266Q: 30 clusters Score -1.429442e+08 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 145003 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54995 members 
Mstep: Class 5 contains 8320 members 
Mstep: Class 6 contains 49154 members 
Mstep: Class 7 contains 10952 members 
Mstep: Class 8 contains 34653 members 
Mstep: Class 9 contains 41759 members 
Mstep: Class 10 contains 14012 members 
Mstep: Class 11 contains 37298 members 
Mstep: Class 12 contains 49761 members 
Mstep: Class 14 contains 84699 members 
Mstep: Class 15 contains 39362 members 
Mstep: Class 16 contains 67120 members 
Mstep: Class 17 contains 143447 members 
Mstep: Class 18 contains 30835 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 172778 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2717 members 
Mstep: Class 24 contains 17925 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 6972 members 
Mstep: Class 27 contains 5555 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944240.000000 Penalty: 99736.046875
Iteration 267Q: 30 clusters Score -1.429442e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 145212 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54992 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 49148 members 
Mstep: Class 7 contains 10952 members 
Mstep: Class 8 contains 34655 members 
Mstep: Class 9 contains 41763 members 
Mstep: Class 10 contains 14011 members 
Mstep: Class 11 contains 37281 members 
Mstep: Class 12 contains 49781 members 
Mstep: Class 14 contains 84675 members 
Mstep: Class 15 contains 39335 members 
Mstep: Class 16 contains 67144 members 
Mstep: Class 17 contains 143452 members 
Mstep: Class 18 contains 30825 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 172591 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17930 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 6972 members 
Mstep: Class 27 contains 5557 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944240.000000 Penalty: 99736.046875
Iteration 268Q: 30 clusters Score -1.429442e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 145416 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54990 members 
Mstep: Class 5 contains 8332 members 
Mstep: Class 6 contains 49155 members 
Mstep: Class 7 contains 10954 members 
Mstep: Class 8 contains 34655 members 
Mstep: Class 9 contains 41769 members 
Mstep: Class 10 contains 14021 members 
Mstep: Class 11 contains 37261 members 
Mstep: Class 12 contains 49793 members 
Mstep: Class 14 contains 84647 members 
Mstep: Class 15 contains 39309 members 
Mstep: Class 16 contains 67153 members 
Mstep: Class 17 contains 143481 members 
Mstep: Class 18 contains 30824 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 172383 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 17933 members 
Mstep: Class 25 contains 6800 members 
Mstep: Class 26 contains 6972 members 
Mstep: Class 27 contains 5557 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943904.000000 Penalty: 99736.046875
Iteration 269Q: 30 clusters Score -1.429439e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 145583 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54980 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 6 contains 49153 members 
Mstep: Class 7 contains 10958 members 
Mstep: Class 8 contains 34656 members 
Mstep: Class 9 contains 41770 members 
Mstep: Class 10 contains 14025 members 
Mstep: Class 11 contains 37255 members 
Mstep: Class 12 contains 49802 members 
Mstep: Class 14 contains 84633 members 
Mstep: Class 15 contains 39297 members 
Mstep: Class 16 contains 67170 members 
Mstep: Class 17 contains 143526 members 
Mstep: Class 18 contains 30825 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 172168 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 17933 members 
Mstep: Class 25 contains 6796 members 
Mstep: Class 26 contains 6971 members 
Mstep: Class 27 contains 5557 members 
Mstep: Class 28 contains 6409 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944000.000000 Penalty: 99736.046875
Iteration 270Q: 30 clusters Score -1.42944e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 145746 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54986 members 
Mstep: Class 5 contains 8346 members 
Mstep: Class 6 contains 49145 members 
Mstep: Class 7 contains 10961 members 
Mstep: Class 8 contains 34657 members 
Mstep: Class 9 contains 41769 members 
Mstep: Class 10 contains 14024 members 
Mstep: Class 11 contains 37236 members 
Mstep: Class 12 contains 49807 members 
Mstep: Class 14 contains 84633 members 
Mstep: Class 15 contains 39277 members 
Mstep: Class 16 contains 67197 members 
Mstep: Class 17 contains 143558 members 
Mstep: Class 18 contains 30825 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 171969 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 17939 members 
Mstep: Class 25 contains 6790 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5556 members 
Mstep: Class 28 contains 6409 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944240.000000 Penalty: 99736.046875
Iteration 271Q: 30 clusters Score -1.429442e+08 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 145893 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54979 members 
Mstep: Class 5 contains 8349 members 
Mstep: Class 6 contains 49123 members 
Mstep: Class 7 contains 10967 members 
Mstep: Class 8 contains 34661 members 
Mstep: Class 9 contains 41773 members 
Mstep: Class 10 contains 14025 members 
Mstep: Class 11 contains 37208 members 
Mstep: Class 12 contains 49827 members 
Mstep: Class 14 contains 84628 members 
Mstep: Class 15 contains 39260 members 
Mstep: Class 16 contains 67228 members 
Mstep: Class 17 contains 143592 members 
Mstep: Class 18 contains 30823 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 171800 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2712 members 
Mstep: Class 24 contains 17943 members 
Mstep: Class 25 contains 6783 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5557 members 
Mstep: Class 28 contains 6409 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944272.000000 Penalty: 99736.046875
Iteration 272Q: 30 clusters Score -1.429443e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 146039 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54977 members 
Mstep: Class 5 contains 8351 members 
Mstep: Class 6 contains 49121 members 
Mstep: Class 7 contains 10967 members 
Mstep: Class 8 contains 34656 members 
Mstep: Class 9 contains 41770 members 
Mstep: Class 10 contains 14029 members 
Mstep: Class 11 contains 37181 members 
Mstep: Class 12 contains 49842 members 
Mstep: Class 14 contains 84632 members 
Mstep: Class 15 contains 39245 members 
Mstep: Class 16 contains 67264 members 
Mstep: Class 17 contains 143610 members 
Mstep: Class 18 contains 30822 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 171628 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 17951 members 
Mstep: Class 25 contains 6774 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 6409 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944480.000000 Penalty: 99736.046875
Iteration 273Q: 30 clusters Score -1.429445e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 146104 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54975 members 
Mstep: Class 5 contains 8355 members 
Mstep: Class 6 contains 49117 members 
Mstep: Class 7 contains 10973 members 
Mstep: Class 8 contains 34655 members 
Mstep: Class 9 contains 41777 members 
Mstep: Class 10 contains 14034 members 
Mstep: Class 11 contains 37151 members 
Mstep: Class 12 contains 49878 members 
Mstep: Class 14 contains 84650 members 
Mstep: Class 15 contains 39236 members 
Mstep: Class 16 contains 67313 members 
Mstep: Class 17 contains 143599 members 
Mstep: Class 18 contains 30818 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 171503 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 17958 members 
Mstep: Class 25 contains 6764 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5559 members 
Mstep: Class 28 contains 6409 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944800.000000 Penalty: 99736.046875
Iteration 274Q: 30 clusters Score -1.429448e+08 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 146190 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54971 members 
Mstep: Class 5 contains 8361 members 
Mstep: Class 6 contains 49113 members 
Mstep: Class 7 contains 10975 members 
Mstep: Class 8 contains 34658 members 
Mstep: Class 9 contains 41774 members 
Mstep: Class 10 contains 14036 members 
Mstep: Class 11 contains 37111 members 
Mstep: Class 12 contains 49906 members 
Mstep: Class 14 contains 84665 members 
Mstep: Class 15 contains 39227 members 
Mstep: Class 16 contains 67355 members 
Mstep: Class 17 contains 143580 members 
Mstep: Class 18 contains 30815 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 171399 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 17970 members 
Mstep: Class 25 contains 6748 members 
Mstep: Class 26 contains 6970 members 
Mstep: Class 27 contains 5561 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945056.000000 Penalty: 99736.046875
Iteration 275Q: 30 clusters Score -1.429451e+08 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 146270 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54961 members 
Mstep: Class 5 contains 8360 members 
Mstep: Class 6 contains 49107 members 
Mstep: Class 7 contains 10976 members 
Mstep: Class 8 contains 34657 members 
Mstep: Class 9 contains 41779 members 
Mstep: Class 10 contains 14047 members 
Mstep: Class 11 contains 37079 members 
Mstep: Class 12 contains 49943 members 
Mstep: Class 14 contains 84664 members 
Mstep: Class 15 contains 39219 members 
Mstep: Class 16 contains 67375 members 
Mstep: Class 17 contains 143560 members 
Mstep: Class 18 contains 30807 members 
Mstep: Class 19 contains 7822 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 171322 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 17984 members 
Mstep: Class 25 contains 6737 members 
Mstep: Class 26 contains 6971 members 
Mstep: Class 27 contains 5566 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944656.000000 Penalty: 99736.046875
Iteration 276Q: 30 clusters Score -1.429447e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 146373 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54965 members 
Mstep: Class 5 contains 8357 members 
Mstep: Class 6 contains 49095 members 
Mstep: Class 7 contains 10981 members 
Mstep: Class 8 contains 34659 members 
Mstep: Class 9 contains 41781 members 
Mstep: Class 10 contains 14047 members 
Mstep: Class 11 contains 37052 members 
Mstep: Class 12 contains 49987 members 
Mstep: Class 14 contains 84670 members 
Mstep: Class 15 contains 39205 members 
Mstep: Class 16 contains 67407 members 
Mstep: Class 17 contains 143541 members 
Mstep: Class 18 contains 30805 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 171204 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 17994 members 
Mstep: Class 25 contains 6718 members 
Mstep: Class 26 contains 6972 members 
Mstep: Class 27 contains 5572 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944560.000000 Penalty: 99736.046875
Iteration 277Q: 30 clusters Score -1.429446e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 146455 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54954 members 
Mstep: Class 5 contains 8360 members 
Mstep: Class 6 contains 49091 members 
Mstep: Class 7 contains 10988 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 41782 members 
Mstep: Class 10 contains 14054 members 
Mstep: Class 11 contains 37018 members 
Mstep: Class 12 contains 50031 members 
Mstep: Class 14 contains 84651 members 
Mstep: Class 15 contains 39197 members 
Mstep: Class 16 contains 67441 members 
Mstep: Class 17 contains 143545 members 
Mstep: Class 18 contains 30799 members 
Mstep: Class 19 contains 7823 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 171108 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18009 members 
Mstep: Class 25 contains 6690 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5573 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944400.000000 Penalty: 99736.046875
Iteration 278Q: 30 clusters Score -1.429444e+08 nChanged 1061
Entering ConstructFrom: 
Score: -142944400.000000 Penalty: 99736.046875
Entering ConstructFrom: 
Trying to split cluster 1 (8606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Entering Unmasked Estep 
Score: -1171983.000000 Penalty: 2246.933350
	Iteration 0F: 2 clusters Score -1171983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1165268.375000 Penalty: 4493.866699
	Iteration 0F: 3 clusters Score -1165268 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1167739.000000 Penalty: 4493.866699
	Iteration 1F: 3 clusters Score -1167739 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1168615.375000 Penalty: 4493.866699
	Iteration 2F: 3 clusters Score -1168615 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1169355.500000 Penalty: 4493.866699
	Iteration 3F: 3 clusters Score -1169356 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1170003.625000 Penalty: 4493.866699
	Iteration 4F: 3 clusters Score -1170004 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1170550.125000 Penalty: 4493.866699
	Iteration 5F: 3 clusters Score -1170550 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1170994.250000 Penalty: 4493.866699
	Iteration 6Q: 3 clusters Score -1170994 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1171327.625000 Penalty: 4493.866699
	Iteration 7Q: 3 clusters Score -1171328 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1171640.875000 Penalty: 4493.866699
	Iteration 8Q: 3 clusters Score -1171641 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1171838.875000 Penalty: 4493.866699
	Iteration 9Q: 3 clusters Score -1171839 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1171936.250000 Penalty: 4493.866699
	Iteration 10Q: 3 clusters Score -1171936 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1171980.875000 Penalty: 4493.866699
	Iteration 11Q: 3 clusters Score -1171981 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1172006.250000 Penalty: 4493.866699
	Iteration 12Q: 3 clusters Score -1172006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1172018.125000 Penalty: 4493.866699
	Iteration 13Q: 3 clusters Score -1172018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1172024.625000 Penalty: 4493.866699
	Iteration 14Q: 3 clusters Score -1172025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1172029.000000 Penalty: 4493.866699
	Iteration 15Q: 3 clusters Score -1172029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1172027.250000 Penalty: 4493.866699
	Iteration 16Q: 3 clusters Score -1172027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1172033.625000 Penalty: 4493.866699
	Iteration 17Q: 3 clusters Score -1172034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1172036.375000 Penalty: 4493.866699
	Iteration 18Q: 3 clusters Score -1172036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1172039.750000 Penalty: 4493.866699
	Iteration 19Q: 3 clusters Score -1172040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1172040.500000 Penalty: 4493.866699
	Iteration 20F: 3 clusters Score -1172040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1172042.375000 Penalty: 4493.866699
	Iteration 21Q: 3 clusters Score -1172042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1172041.500000 Penalty: 4493.866699
	Iteration 22Q: 3 clusters Score -1172042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1172041.750000 Penalty: 4493.866699
	Iteration 23Q: 3 clusters Score -1172042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1172042.625000 Penalty: 4493.866699
	Iteration 24Q: 3 clusters Score -1172043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1172040.125000 Penalty: 4493.866699
	Iteration 25Q: 3 clusters Score -1172040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1172041.000000 Penalty: 4493.866699
	Iteration 26Q: 3 clusters Score -1172041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1172041.000000 Penalty: 4493.866699
	Iteration 27F: 3 clusters Score -1172041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 146509 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54941 members 
Mstep: Class 5 contains 8360 members 
Mstep: Class 6 contains 49095 members 
Mstep: Class 7 contains 10994 members 
Mstep: Class 8 contains 34661 members 
Mstep: Class 9 contains 41776 members 
Mstep: Class 10 contains 14053 members 
Mstep: Class 11 contains 36987 members 
Mstep: Class 12 contains 50092 members 
Mstep: Class 13 contains 6640 members 
Mstep: Class 14 contains 84629 members 
Mstep: Class 15 contains 39187 members 
Mstep: Class 16 contains 67483 members 
Mstep: Class 17 contains 143540 members 
Mstep: Class 18 contains 30800 members 
Mstep: Class 19 contains 7825 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 171033 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18027 members 
Mstep: Class 25 contains 6671 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5572 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 2740 members 
Entering Unmasked Estep 
Score: -142943616.000000 Penalty: 103175.226562
Splitting cluster 1 changes total score from -142944400.000000 to -142943616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (146509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146509 members 
Entering Unmasked Estep 
Score: -20342084.000000 Penalty: 2949.920898
	Iteration 0F: 2 clusters Score -2.034208e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73186 members 
Mstep: Class 2 contains 73323 members 
Entering Unmasked Estep 
Score: -20246678.000000 Penalty: 5899.841797
	Iteration 0F: 3 clusters Score -2.024668e+07 nChanged 69410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71900 members 
Mstep: Class 2 contains 74609 members 
Entering Unmasked Estep 
Score: -20286536.000000 Penalty: 5899.841797
	Iteration 1F: 3 clusters Score -2.028654e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71272 members 
Mstep: Class 2 contains 75237 members 
Entering Unmasked Estep 
Score: -20287314.000000 Penalty: 5899.841797
	Iteration 2Q: 3 clusters Score -2.028731e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70385 members 
Mstep: Class 2 contains 76124 members 
Entering Unmasked Estep 
Score: -20288010.000000 Penalty: 5899.841797
	Iteration 3Q: 3 clusters Score -2.028801e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69066 members 
Mstep: Class 2 contains 77443 members 
Entering Unmasked Estep 
Score: -20289170.000000 Penalty: 5899.841797
	Iteration 4Q: 3 clusters Score -2.028917e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67053 members 
Mstep: Class 2 contains 79456 members 
Entering Unmasked Estep 
Score: -20290592.000000 Penalty: 5899.841797
	Iteration 5Q: 3 clusters Score -2.029059e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64155 members 
Mstep: Class 2 contains 82354 members 
Entering Unmasked Estep 
Score: -20292748.000000 Penalty: 5899.841797
	Iteration 6Q: 3 clusters Score -2.029275e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60242 members 
Mstep: Class 2 contains 86267 members 
Entering Unmasked Estep 
Score: -20296210.000000 Penalty: 5899.841797
	Iteration 7Q: 3 clusters Score -2.029621e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 91076 members 
Entering Unmasked Estep 
Score: -20301464.000000 Penalty: 5899.841797
	Iteration 8F: 3 clusters Score -2.030146e+07 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50174 members 
Mstep: Class 2 contains 96335 members 
Entering Unmasked Estep 
Score: -20308494.000000 Penalty: 5899.841797
	Iteration 9F: 3 clusters Score -2.030849e+07 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 100765 members 
Entering Unmasked Estep 
Score: -20315706.000000 Penalty: 5899.841797
	Iteration 10F: 3 clusters Score -2.031571e+07 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 103880 members 
Entering Unmasked Estep 
Score: -20320862.000000 Penalty: 5899.841797
	Iteration 11F: 3 clusters Score -2.032086e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 106279 members 
Entering Unmasked Estep 
Score: -20323446.000000 Penalty: 5899.841797
	Iteration 12Q: 3 clusters Score -2.032345e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 108482 members 
Entering Unmasked Estep 
Score: -20324754.000000 Penalty: 5899.841797
	Iteration 13Q: 3 clusters Score -2.032475e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 110660 members 
Entering Unmasked Estep 
Score: -20325698.000000 Penalty: 5899.841797
	Iteration 14Q: 3 clusters Score -2.03257e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 112863 members 
Entering Unmasked Estep 
Score: -20326480.000000 Penalty: 5899.841797
	Iteration 15Q: 3 clusters Score -2.032648e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 115024 members 
Entering Unmasked Estep 
Score: -20327362.000000 Penalty: 5899.841797
	Iteration 16Q: 3 clusters Score -2.032736e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 117163 members 
Entering Unmasked Estep 
Score: -20328320.000000 Penalty: 5899.841797
	Iteration 17Q: 3 clusters Score -2.032832e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 119292 members 
Entering Unmasked Estep 
Score: -20329126.000000 Penalty: 5899.841797
	Iteration 18Q: 3 clusters Score -2.032913e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 121444 members 
Entering Unmasked Estep 
Score: -20329836.000000 Penalty: 5899.841797
	Iteration 19Q: 3 clusters Score -2.032984e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 123594 members 
Entering Unmasked Estep 
Score: -20330606.000000 Penalty: 5899.841797
	Iteration 20F: 3 clusters Score -2.033061e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 125696 members 
Entering Unmasked Estep 
Score: -20331492.000000 Penalty: 5899.841797
	Iteration 21Q: 3 clusters Score -2.033149e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 127741 members 
Entering Unmasked Estep 
Score: -20332342.000000 Penalty: 5899.841797
	Iteration 22Q: 3 clusters Score -2.033234e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 129814 members 
Entering Unmasked Estep 
Score: -20333218.000000 Penalty: 5899.841797
	Iteration 23Q: 3 clusters Score -2.033322e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 131781 members 
Entering Unmasked Estep 
Score: -20334112.000000 Penalty: 5899.841797
	Iteration 24Q: 3 clusters Score -2.033411e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 133578 members 
Entering Unmasked Estep 
Score: -20334852.000000 Penalty: 5899.841797
	Iteration 25Q: 3 clusters Score -2.033485e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 135285 members 
Entering Unmasked Estep 
Score: -20335538.000000 Penalty: 5899.841797
	Iteration 26Q: 3 clusters Score -2.033554e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 136833 members 
Entering Unmasked Estep 
Score: -20336102.000000 Penalty: 5899.841797
	Iteration 27Q: 3 clusters Score -2.03361e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 138197 members 
Entering Unmasked Estep 
Score: -20336732.000000 Penalty: 5899.841797
	Iteration 28Q: 3 clusters Score -2.033673e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 139403 members 
Entering Unmasked Estep 
Score: -20337206.000000 Penalty: 5899.841797
	Iteration 29Q: 3 clusters Score -2.033721e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 140372 members 
Entering Unmasked Estep 
Score: -20337668.000000 Penalty: 5899.841797
	Iteration 30Q: 3 clusters Score -2.033767e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 141233 members 
Entering Unmasked Estep 
Score: -20338090.000000 Penalty: 5899.841797
	Iteration 31Q: 3 clusters Score -2.033809e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 141987 members 
Entering Unmasked Estep 
Score: -20338452.000000 Penalty: 5899.841797
	Iteration 32Q: 3 clusters Score -2.033845e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 142598 members 
Entering Unmasked Estep 
Score: -20338684.000000 Penalty: 5899.841797
	Iteration 33Q: 3 clusters Score -2.033868e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 143064 members 
Entering Unmasked Estep 
Score: -20338880.000000 Penalty: 5899.841797
	Iteration 34Q: 3 clusters Score -2.033888e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 143423 members 
Entering Unmasked Estep 
Score: -20338952.000000 Penalty: 5899.841797
	Iteration 35Q: 3 clusters Score -2.033895e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 143710 members 
Entering Unmasked Estep 
Score: -20339114.000000 Penalty: 5899.841797
	Iteration 36Q: 3 clusters Score -2.033911e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 143958 members 
Entering Unmasked Estep 
Score: -20339220.000000 Penalty: 5899.841797
	Iteration 37Q: 3 clusters Score -2.033922e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 144152 members 
Entering Unmasked Estep 
Score: -20339264.000000 Penalty: 5899.841797
	Iteration 38Q: 3 clusters Score -2.033926e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 144330 members 
Entering Unmasked Estep 
Score: -20339296.000000 Penalty: 5899.841797
	Iteration 39Q: 3 clusters Score -2.03393e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 144483 members 
Entering Unmasked Estep 
Score: -20339348.000000 Penalty: 5899.841797
	Iteration 40F: 3 clusters Score -2.033935e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 144615 members 
Entering Unmasked Estep 
Score: -20339436.000000 Penalty: 5899.841797
	Iteration 41Q: 3 clusters Score -2.033944e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 144718 members 
Entering Unmasked Estep 
Score: -20339464.000000 Penalty: 5899.841797
	Iteration 42Q: 3 clusters Score -2.033946e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 144814 members 
Entering Unmasked Estep 
Score: -20339522.000000 Penalty: 5899.841797
	Iteration 43Q: 3 clusters Score -2.033952e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 144885 members 
Entering Unmasked Estep 
Score: -20339516.000000 Penalty: 5899.841797
	Iteration 44Q: 3 clusters Score -2.033952e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 144946 members 
Entering Unmasked Estep 
Score: -20339568.000000 Penalty: 5899.841797
	Iteration 45Q: 3 clusters Score -2.033957e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 144990 members 
Entering Unmasked Estep 
Score: -20339600.000000 Penalty: 5899.841797
	Iteration 46Q: 3 clusters Score -2.03396e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 145028 members 
Entering Unmasked Estep 
Score: -20339614.000000 Penalty: 5899.841797
	Iteration 47Q: 3 clusters Score -2.033961e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 145060 members 
Entering Unmasked Estep 
Score: -20339624.000000 Penalty: 5899.841797
	Iteration 48Q: 3 clusters Score -2.033962e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 145084 members 
Entering Unmasked Estep 
Score: -20339630.000000 Penalty: 5899.841797
	Iteration 49Q: 3 clusters Score -2.033963e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 145113 members 
Entering Unmasked Estep 
Score: -20339628.000000 Penalty: 5899.841797
	Iteration 50Q: 3 clusters Score -2.033963e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 145137 members 
Entering Unmasked Estep 
Score: -20339650.000000 Penalty: 5899.841797
	Iteration 51Q: 3 clusters Score -2.033965e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 145154 members 
Entering Unmasked Estep 
Score: -20339654.000000 Penalty: 5899.841797
	Iteration 52Q: 3 clusters Score -2.033965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 145162 members 
Entering Unmasked Estep 
Score: -20339656.000000 Penalty: 5899.841797
	Iteration 53Q: 3 clusters Score -2.033966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 145167 members 
Entering Unmasked Estep 
Score: -20339654.000000 Penalty: 5899.841797
	Iteration 54Q: 3 clusters Score -2.033965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 145175 members 
Entering Unmasked Estep 
Score: -20339654.000000 Penalty: 5899.841797
	Iteration 55Q: 3 clusters Score -2.033965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 145180 members 
Entering Unmasked Estep 
Score: -20339656.000000 Penalty: 5899.841797
	Iteration 56Q: 3 clusters Score -2.033966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 145181 members 
Entering Unmasked Estep 
Score: -20339652.000000 Penalty: 5899.841797
	Iteration 57Q: 3 clusters Score -2.033965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 145181 members 
Entering Unmasked Estep 
Score: -20339652.000000 Penalty: 5899.841797
	Iteration 58F: 3 clusters Score -2.033965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -123549.171875 Penalty: 1703.257568
	Iteration 0F: 2 clusters Score -123549.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -121679.375000 Penalty: 3406.515137
	Iteration 0F: 3 clusters Score -121679.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -122212.921875 Penalty: 3406.515137
	Iteration 1F: 3 clusters Score -122212.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -122677.343750 Penalty: 3406.515137
	Iteration 2F: 3 clusters Score -122677.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -122984.976562 Penalty: 3406.515137
	Iteration 3F: 3 clusters Score -122985 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -123228.679688 Penalty: 3406.515137
	Iteration 4F: 3 clusters Score -123228.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -123376.343750 Penalty: 3406.515137
	Iteration 5Q: 3 clusters Score -123376.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -123450.562500 Penalty: 3406.515137
	Iteration 6Q: 3 clusters Score -123450.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -123478.507812 Penalty: 3406.515137
	Iteration 7Q: 3 clusters Score -123478.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -123492.976562 Penalty: 3406.515137
	Iteration 8Q: 3 clusters Score -123493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -123499.851562 Penalty: 3406.515137
	Iteration 9Q: 3 clusters Score -123499.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -123505.359375 Penalty: 3406.515137
	Iteration 10Q: 3 clusters Score -123505.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -123508.851562 Penalty: 3406.515137
	Iteration 11Q: 3 clusters Score -123508.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -123510.421875 Penalty: 3406.515137
	Iteration 12Q: 3 clusters Score -123510.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -123512.320312 Penalty: 3406.515137
	Iteration 13Q: 3 clusters Score -123512.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -123513.750000 Penalty: 3406.515137
	Iteration 14Q: 3 clusters Score -123513.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -123513.750000 Penalty: 3406.515137
	Iteration 15F: 3 clusters Score -123513.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (54941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54941 members 
Entering Unmasked Estep 
Score: -7726269.000000 Penalty: 2706.675781
	Iteration 0F: 2 clusters Score -7726269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -7689314.500000 Penalty: 5413.351562
	Iteration 0F: 3 clusters Score -7689314 nChanged 25414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -7703777.000000 Penalty: 5413.351562
	Iteration 1F: 3 clusters Score -7703777 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -7704471.500000 Penalty: 5413.351562
	Iteration 2Q: 3 clusters Score -7704472 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -7705113.500000 Penalty: 5413.351562
	Iteration 3Q: 3 clusters Score -7705114 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -7705883.000000 Penalty: 5413.351562
	Iteration 4Q: 3 clusters Score -7705883 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -7707027.500000 Penalty: 5413.351562
	Iteration 5Q: 3 clusters Score -7707028 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -7708771.500000 Penalty: 5413.351562
	Iteration 6F: 3 clusters Score -7708772 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -7711319.000000 Penalty: 5413.351562
	Iteration 7F: 3 clusters Score -7711319 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -7714479.500000 Penalty: 5413.351562
	Iteration 8F: 3 clusters Score -7714480 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -7717915.500000 Penalty: 5413.351562
	Iteration 9F: 3 clusters Score -7717916 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -7720819.500000 Penalty: 5413.351562
	Iteration 10F: 3 clusters Score -7720820 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -7722485.000000 Penalty: 5413.351562
	Iteration 11Q: 3 clusters Score -7722485 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7723309.500000 Penalty: 5413.351562
	Iteration 12Q: 3 clusters Score -7723310 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7723613.000000 Penalty: 5413.351562
	Iteration 13Q: 3 clusters Score -7723613 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7723743.500000 Penalty: 5413.351562
	Iteration 14Q: 3 clusters Score -7723744 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7723803.500000 Penalty: 5413.351562
	Iteration 15Q: 3 clusters Score -7723804 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7723837.500000 Penalty: 5413.351562
	Iteration 16Q: 3 clusters Score -7723838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54628 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7723873.500000 Penalty: 5413.351562
	Iteration 17Q: 3 clusters Score -7723874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7723875.000000 Penalty: 5413.351562
	Iteration 18Q: 3 clusters Score -7723875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54636 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7723870.000000 Penalty: 5413.351562
	Iteration 19Q: 3 clusters Score -7723870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7723873.500000 Penalty: 5413.351562
	Iteration 20F: 3 clusters Score -7723874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7723880.000000 Penalty: 5413.351562
	Iteration 21Q: 3 clusters Score -7723880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54644 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7723891.500000 Penalty: 5413.351562
	Iteration 22Q: 3 clusters Score -7723892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54646 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7723891.500000 Penalty: 5413.351562
	Iteration 23Q: 3 clusters Score -7723892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54649 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7723896.500000 Penalty: 5413.351562
	Iteration 24Q: 3 clusters Score -7723896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7723902.500000 Penalty: 5413.351562
	Iteration 25Q: 3 clusters Score -7723902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7723903.500000 Penalty: 5413.351562
	Iteration 26Q: 3 clusters Score -7723904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7723897.500000 Penalty: 5413.351562
	Iteration 27Q: 3 clusters Score -7723898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7723900.000000 Penalty: 5413.351562
	Iteration 28Q: 3 clusters Score -7723900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7723906.500000 Penalty: 5413.351562
	Iteration 29Q: 3 clusters Score -7723906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7723907.000000 Penalty: 5413.351562
	Iteration 30Q: 3 clusters Score -7723907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54662 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7723912.000000 Penalty: 5413.351562
	Iteration 31Q: 3 clusters Score -7723912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54664 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7723911.500000 Penalty: 5413.351562
	Iteration 32Q: 3 clusters Score -7723912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7723916.000000 Penalty: 5413.351562
	Iteration 33Q: 3 clusters Score -7723916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54667 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7723916.500000 Penalty: 5413.351562
	Iteration 34Q: 3 clusters Score -7723916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54667 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7723916.500000 Penalty: 5413.351562
	Iteration 35F: 3 clusters Score -7723916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Entering Unmasked Estep 
Score: -1049653.625000 Penalty: 2239.740967
	Iteration 0F: 2 clusters Score -1049654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1043007.937500 Penalty: 4479.481934
	Iteration 0F: 3 clusters Score -1043008 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1045061.875000 Penalty: 4479.481934
	Iteration 1F: 3 clusters Score -1045062 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1045722.687500 Penalty: 4479.481934
	Iteration 2F: 3 clusters Score -1045723 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1046416.125000 Penalty: 4479.481934
	Iteration 3F: 3 clusters Score -1046416 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1047102.750000 Penalty: 4479.481934
	Iteration 4F: 3 clusters Score -1047103 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1047646.812500 Penalty: 4479.481934
	Iteration 5F: 3 clusters Score -1047647 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1048090.125000 Penalty: 4479.481934
	Iteration 6F: 3 clusters Score -1048090 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1048439.500000 Penalty: 4479.481934
	Iteration 7Q: 3 clusters Score -1048440 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1048648.250000 Penalty: 4479.481934
	Iteration 8Q: 3 clusters Score -1048648 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1048763.875000 Penalty: 4479.481934
	Iteration 9Q: 3 clusters Score -1048764 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1048836.625000 Penalty: 4479.481934
	Iteration 10Q: 3 clusters Score -1048837 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1048885.125000 Penalty: 4479.481934
	Iteration 11Q: 3 clusters Score -1048885 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1048922.125000 Penalty: 4479.481934
	Iteration 12Q: 3 clusters Score -1048922 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1048948.875000 Penalty: 4479.481934
	Iteration 13Q: 3 clusters Score -1048949 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1048966.500000 Penalty: 4479.481934
	Iteration 14Q: 3 clusters Score -1048966 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1048979.375000 Penalty: 4479.481934
	Iteration 15Q: 3 clusters Score -1048979 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1048990.625000 Penalty: 4479.481934
	Iteration 16Q: 3 clusters Score -1048991 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1049000.250000 Penalty: 4479.481934
	Iteration 17Q: 3 clusters Score -1049000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1049006.750000 Penalty: 4479.481934
	Iteration 18Q: 3 clusters Score -1049007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1049010.875000 Penalty: 4479.481934
	Iteration 19Q: 3 clusters Score -1049011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1049012.250000 Penalty: 4479.481934
	Iteration 20F: 3 clusters Score -1049012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1049017.500000 Penalty: 4479.481934
	Iteration 21Q: 3 clusters Score -1049018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1049019.125000 Penalty: 4479.481934
	Iteration 22Q: 3 clusters Score -1049019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1049024.625000 Penalty: 4479.481934
	Iteration 23Q: 3 clusters Score -1049025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1049027.375000 Penalty: 4479.481934
	Iteration 24Q: 3 clusters Score -1049027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1049030.875000 Penalty: 4479.481934
	Iteration 25Q: 3 clusters Score -1049031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1049032.125000 Penalty: 4479.481934
	Iteration 26Q: 3 clusters Score -1049032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1049030.625000 Penalty: 4479.481934
	Iteration 27Q: 3 clusters Score -1049031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1049035.625000 Penalty: 4479.481934
	Iteration 28Q: 3 clusters Score -1049036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1049037.125000 Penalty: 4479.481934
	Iteration 29Q: 3 clusters Score -1049037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1049039.000000 Penalty: 4479.481934
	Iteration 30Q: 3 clusters Score -1049039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1049039.875000 Penalty: 4479.481934
	Iteration 31Q: 3 clusters Score -1049040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1049040.500000 Penalty: 4479.481934
	Iteration 32Q: 3 clusters Score -1049040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1049043.375000 Penalty: 4479.481934
	Iteration 33Q: 3 clusters Score -1049043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1049042.000000 Penalty: 4479.481934
	Iteration 34Q: 3 clusters Score -1049042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1049044.000000 Penalty: 4479.481934
	Iteration 35Q: 3 clusters Score -1049044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1049044.875000 Penalty: 4479.481934
	Iteration 36Q: 3 clusters Score -1049045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1049045.875000 Penalty: 4479.481934
	Iteration 37Q: 3 clusters Score -1049046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1049045.750000 Penalty: 4479.481934
	Iteration 38Q: 3 clusters Score -1049046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1049048.500000 Penalty: 4479.481934
	Iteration 39Q: 3 clusters Score -1049048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1049048.875000 Penalty: 4479.481934
	Iteration 40F: 3 clusters Score -1049049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1049050.125000 Penalty: 4479.481934
	Iteration 41Q: 3 clusters Score -1049050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1049050.125000 Penalty: 4479.481934
	Iteration 42F: 3 clusters Score -1049050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Entering Unmasked Estep 
Score: -6840004.500000 Penalty: 2678.775146
	Iteration 0F: 2 clusters Score -6840004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -6806817.500000 Penalty: 5357.550293
	Iteration 0F: 3 clusters Score -6806818 nChanged 22769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -6819774.500000 Penalty: 5357.550293
	Iteration 1F: 3 clusters Score -6819774 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -6820419.500000 Penalty: 5357.550293
	Iteration 2Q: 3 clusters Score -6820420 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -6821221.000000 Penalty: 5357.550293
	Iteration 3Q: 3 clusters Score -6821221 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -6822154.500000 Penalty: 5357.550293
	Iteration 4Q: 3 clusters Score -6822154 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -6823290.500000 Penalty: 5357.550293
	Iteration 5Q: 3 clusters Score -6823290 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -6824904.500000 Penalty: 5357.550293
	Iteration 6F: 3 clusters Score -6824904 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -6827247.500000 Penalty: 5357.550293
	Iteration 7F: 3 clusters Score -6827248 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -6830014.500000 Penalty: 5357.550293
	Iteration 8F: 3 clusters Score -6830014 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -6832171.000000 Penalty: 5357.550293
	Iteration 9F: 3 clusters Score -6832171 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -6833374.500000 Penalty: 5357.550293
	Iteration 10Q: 3 clusters Score -6833374 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -6833956.000000 Penalty: 5357.550293
	Iteration 11Q: 3 clusters Score -6833956 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -6834323.000000 Penalty: 5357.550293
	Iteration 12Q: 3 clusters Score -6834323 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -6834602.000000 Penalty: 5357.550293
	Iteration 13Q: 3 clusters Score -6834602 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -6834824.000000 Penalty: 5357.550293
	Iteration 14Q: 3 clusters Score -6834824 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -6835075.500000 Penalty: 5357.550293
	Iteration 15Q: 3 clusters Score -6835076 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -6835246.500000 Penalty: 5357.550293
	Iteration 16Q: 3 clusters Score -6835246 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -6835364.000000 Penalty: 5357.550293
	Iteration 17Q: 3 clusters Score -6835364 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -6835477.500000 Penalty: 5357.550293
	Iteration 18Q: 3 clusters Score -6835478 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -6835585.000000 Penalty: 5357.550293
	Iteration 19Q: 3 clusters Score -6835585 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -6835679.000000 Penalty: 5357.550293
	Iteration 20F: 3 clusters Score -6835679 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -6835769.500000 Penalty: 5357.550293
	Iteration 21Q: 3 clusters Score -6835770 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -6835854.000000 Penalty: 5357.550293
	Iteration 22Q: 3 clusters Score -6835854 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -6835934.500000 Penalty: 5357.550293
	Iteration 23Q: 3 clusters Score -6835934 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -6835994.500000 Penalty: 5357.550293
	Iteration 24Q: 3 clusters Score -6835994 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -6836077.000000 Penalty: 5357.550293
	Iteration 25Q: 3 clusters Score -6836077 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -6836131.000000 Penalty: 5357.550293
	Iteration 26Q: 3 clusters Score -6836131 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -6836189.000000 Penalty: 5357.550293
	Iteration 27Q: 3 clusters Score -6836189 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -6836224.500000 Penalty: 5357.550293
	Iteration 28Q: 3 clusters Score -6836224 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -6836282.000000 Penalty: 5357.550293
	Iteration 29Q: 3 clusters Score -6836282 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -6836343.000000 Penalty: 5357.550293
	Iteration 30Q: 3 clusters Score -6836343 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -6836380.500000 Penalty: 5357.550293
	Iteration 31Q: 3 clusters Score -6836380 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -6836432.000000 Penalty: 5357.550293
	Iteration 32Q: 3 clusters Score -6836432 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -6836482.500000 Penalty: 5357.550293
	Iteration 33Q: 3 clusters Score -6836482 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -6836545.500000 Penalty: 5357.550293
	Iteration 34Q: 3 clusters Score -6836546 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -6836597.000000 Penalty: 5357.550293
	Iteration 35Q: 3 clusters Score -6836597 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -6836659.500000 Penalty: 5357.550293
	Iteration 36Q: 3 clusters Score -6836660 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -6836696.500000 Penalty: 5357.550293
	Iteration 37Q: 3 clusters Score -6836696 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -6836732.500000 Penalty: 5357.550293
	Iteration 38Q: 3 clusters Score -6836732 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -6836778.000000 Penalty: 5357.550293
	Iteration 39Q: 3 clusters Score -6836778 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -6836848.500000 Penalty: 5357.550293
	Iteration 40F: 3 clusters Score -6836848 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -6836927.000000 Penalty: 5357.550293
	Iteration 41Q: 3 clusters Score -6836927 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -6836965.500000 Penalty: 5357.550293
	Iteration 42Q: 3 clusters Score -6836966 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -6837008.500000 Penalty: 5357.550293
	Iteration 43Q: 3 clusters Score -6837008 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -6837044.000000 Penalty: 5357.550293
	Iteration 44Q: 3 clusters Score -6837044 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -6837096.500000 Penalty: 5357.550293
	Iteration 45Q: 3 clusters Score -6837096 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -6837140.500000 Penalty: 5357.550293
	Iteration 46Q: 3 clusters Score -6837140 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -6837172.500000 Penalty: 5357.550293
	Iteration 47Q: 3 clusters Score -6837172 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -6837207.000000 Penalty: 5357.550293
	Iteration 48Q: 3 clusters Score -6837207 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -6837230.000000 Penalty: 5357.550293
	Iteration 49Q: 3 clusters Score -6837230 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -6837293.500000 Penalty: 5357.550293
	Iteration 50Q: 3 clusters Score -6837294 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -6837310.000000 Penalty: 5357.550293
	Iteration 51Q: 3 clusters Score -6837310 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -6837336.000000 Penalty: 5357.550293
	Iteration 52Q: 3 clusters Score -6837336 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -6837356.500000 Penalty: 5357.550293
	Iteration 53Q: 3 clusters Score -6837356 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -6837375.000000 Penalty: 5357.550293
	Iteration 54Q: 3 clusters Score -6837375 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -6837394.000000 Penalty: 5357.550293
	Iteration 55Q: 3 clusters Score -6837394 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -6837408.000000 Penalty: 5357.550293
	Iteration 56Q: 3 clusters Score -6837408 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -6837433.000000 Penalty: 5357.550293
	Iteration 57Q: 3 clusters Score -6837433 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -6837443.500000 Penalty: 5357.550293
	Iteration 58Q: 3 clusters Score -6837444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -6837471.000000 Penalty: 5357.550293
	Iteration 59Q: 3 clusters Score -6837471 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -6837492.000000 Penalty: 5357.550293
	Iteration 60F: 3 clusters Score -6837492 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -6837515.500000 Penalty: 5357.550293
	Iteration 61Q: 3 clusters Score -6837516 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -6837532.500000 Penalty: 5357.550293
	Iteration 62Q: 3 clusters Score -6837532 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -6837532.000000 Penalty: 5357.550293
	Iteration 63Q: 3 clusters Score -6837532 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6837538.000000 Penalty: 5357.550293
	Iteration 64Q: 3 clusters Score -6837538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -6837557.500000 Penalty: 5357.550293
	Iteration 65Q: 3 clusters Score -6837558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -6837569.000000 Penalty: 5357.550293
	Iteration 66Q: 3 clusters Score -6837569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -6837567.500000 Penalty: 5357.550293
	Iteration 67Q: 3 clusters Score -6837568 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -6837570.500000 Penalty: 5357.550293
	Iteration 68Q: 3 clusters Score -6837570 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6837584.500000 Penalty: 5357.550293
	Iteration 69Q: 3 clusters Score -6837584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6837604.000000 Penalty: 5357.550293
	Iteration 70Q: 3 clusters Score -6837604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6837614.500000 Penalty: 5357.550293
	Iteration 71Q: 3 clusters Score -6837614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6837628.000000 Penalty: 5357.550293
	Iteration 72Q: 3 clusters Score -6837628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -6837639.500000 Penalty: 5357.550293
	Iteration 73Q: 3 clusters Score -6837640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -6837652.500000 Penalty: 5357.550293
	Iteration 74Q: 3 clusters Score -6837652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6837652.000000 Penalty: 5357.550293
	Iteration 75Q: 3 clusters Score -6837652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6837675.500000 Penalty: 5357.550293
	Iteration 76Q: 3 clusters Score -6837676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6837680.000000 Penalty: 5357.550293
	Iteration 77Q: 3 clusters Score -6837680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -6837723.000000 Penalty: 5357.550293
	Iteration 78Q: 3 clusters Score -6837723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6837725.000000 Penalty: 5357.550293
	Iteration 79Q: 3 clusters Score -6837725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6837721.500000 Penalty: 5357.550293
	Iteration 80F: 3 clusters Score -6837722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6837747.500000 Penalty: 5357.550293
	Iteration 81Q: 3 clusters Score -6837748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6837749.000000 Penalty: 5357.550293
	Iteration 82Q: 3 clusters Score -6837749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6837767.000000 Penalty: 5357.550293
	Iteration 83Q: 3 clusters Score -6837767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -6837768.500000 Penalty: 5357.550293
	Iteration 84Q: 3 clusters Score -6837768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6837774.500000 Penalty: 5357.550293
	Iteration 85Q: 3 clusters Score -6837774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6837785.500000 Penalty: 5357.550293
	Iteration 86Q: 3 clusters Score -6837786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -6837796.000000 Penalty: 5357.550293
	Iteration 87Q: 3 clusters Score -6837796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6837821.000000 Penalty: 5357.550293
	Iteration 88Q: 3 clusters Score -6837821 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6837835.500000 Penalty: 5357.550293
	Iteration 89Q: 3 clusters Score -6837836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -6837844.000000 Penalty: 5357.550293
	Iteration 90Q: 3 clusters Score -6837844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -6837845.000000 Penalty: 5357.550293
	Iteration 91Q: 3 clusters Score -6837845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -6837843.500000 Penalty: 5357.550293
	Iteration 92Q: 3 clusters Score -6837844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6837849.000000 Penalty: 5357.550293
	Iteration 93Q: 3 clusters Score -6837849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -6837852.500000 Penalty: 5357.550293
	Iteration 94Q: 3 clusters Score -6837852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -6837863.500000 Penalty: 5357.550293
	Iteration 95Q: 3 clusters Score -6837864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6837866.000000 Penalty: 5357.550293
	Iteration 96Q: 3 clusters Score -6837866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6837867.000000 Penalty: 5357.550293
	Iteration 97Q: 3 clusters Score -6837867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6837872.500000 Penalty: 5357.550293
	Iteration 98Q: 3 clusters Score -6837872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6837866.500000 Penalty: 5357.550293
	Iteration 99Q: 3 clusters Score -6837866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6837870.500000 Penalty: 5357.550293
	Iteration 100F: 3 clusters Score -6837870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -6837875.500000 Penalty: 5357.550293
	Iteration 101Q: 3 clusters Score -6837876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6837872.500000 Penalty: 5357.550293
	Iteration 102Q: 3 clusters Score -6837872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6837867.000000 Penalty: 5357.550293
	Iteration 103Q: 3 clusters Score -6837867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6837864.000000 Penalty: 5357.550293
	Iteration 104Q: 3 clusters Score -6837864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6837879.000000 Penalty: 5357.550293
	Iteration 105Q: 3 clusters Score -6837879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6837874.500000 Penalty: 5357.550293
	Iteration 106Q: 3 clusters Score -6837874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6837874.500000 Penalty: 5357.550293
	Iteration 107Q: 3 clusters Score -6837874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6837876.500000 Penalty: 5357.550293
	Iteration 108Q: 3 clusters Score -6837876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6837879.000000 Penalty: 5357.550293
	Iteration 109Q: 3 clusters Score -6837879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6837879.000000 Penalty: 5357.550293
	Iteration 110F: 3 clusters Score -6837879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Entering Unmasked Estep 
Score: -1490406.500000 Penalty: 2307.666016
	Iteration 0F: 2 clusters Score -1490406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1482169.500000 Penalty: 4615.332031
	Iteration 0F: 3 clusters Score -1482170 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1484644.875000 Penalty: 4615.332031
	Iteration 1F: 3 clusters Score -1484645 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1485048.875000 Penalty: 4615.332031
	Iteration 2F: 3 clusters Score -1485049 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1485381.250000 Penalty: 4615.332031
	Iteration 3F: 3 clusters Score -1485381 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1485672.625000 Penalty: 4615.332031
	Iteration 4Q: 3 clusters Score -1485673 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1485937.125000 Penalty: 4615.332031
	Iteration 5Q: 3 clusters Score -1485937 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1486214.250000 Penalty: 4615.332031
	Iteration 6Q: 3 clusters Score -1486214 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1486533.000000 Penalty: 4615.332031
	Iteration 7Q: 3 clusters Score -1486533 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1486881.625000 Penalty: 4615.332031
	Iteration 8Q: 3 clusters Score -1486882 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1487243.750000 Penalty: 4615.332031
	Iteration 9Q: 3 clusters Score -1487244 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1487608.750000 Penalty: 4615.332031
	Iteration 10Q: 3 clusters Score -1487609 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1487952.250000 Penalty: 4615.332031
	Iteration 11Q: 3 clusters Score -1487952 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1488275.000000 Penalty: 4615.332031
	Iteration 12Q: 3 clusters Score -1488275 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1488479.625000 Penalty: 4615.332031
	Iteration 13Q: 3 clusters Score -1488480 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1488646.125000 Penalty: 4615.332031
	Iteration 14Q: 3 clusters Score -1488646 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1488757.375000 Penalty: 4615.332031
	Iteration 15Q: 3 clusters Score -1488757 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1488827.375000 Penalty: 4615.332031
	Iteration 16Q: 3 clusters Score -1488827 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1488866.250000 Penalty: 4615.332031
	Iteration 17Q: 3 clusters Score -1488866 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1488897.375000 Penalty: 4615.332031
	Iteration 18Q: 3 clusters Score -1488897 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1488921.875000 Penalty: 4615.332031
	Iteration 19Q: 3 clusters Score -1488922 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1488935.625000 Penalty: 4615.332031
	Iteration 20F: 3 clusters Score -1488936 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1488950.125000 Penalty: 4615.332031
	Iteration 21Q: 3 clusters Score -1488950 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1488964.625000 Penalty: 4615.332031
	Iteration 22Q: 3 clusters Score -1488965 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1488974.500000 Penalty: 4615.332031
	Iteration 23Q: 3 clusters Score -1488974 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1488991.125000 Penalty: 4615.332031
	Iteration 24Q: 3 clusters Score -1488991 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1488997.125000 Penalty: 4615.332031
	Iteration 25Q: 3 clusters Score -1488997 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1489008.375000 Penalty: 4615.332031
	Iteration 26Q: 3 clusters Score -1489008 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1489012.750000 Penalty: 4615.332031
	Iteration 27Q: 3 clusters Score -1489013 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1489021.875000 Penalty: 4615.332031
	Iteration 28Q: 3 clusters Score -1489022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1489029.625000 Penalty: 4615.332031
	Iteration 29Q: 3 clusters Score -1489030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1489035.000000 Penalty: 4615.332031
	Iteration 30Q: 3 clusters Score -1489035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1489040.750000 Penalty: 4615.332031
	Iteration 31Q: 3 clusters Score -1489041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1489046.125000 Penalty: 4615.332031
	Iteration 32Q: 3 clusters Score -1489046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1489051.625000 Penalty: 4615.332031
	Iteration 33Q: 3 clusters Score -1489052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1489058.500000 Penalty: 4615.332031
	Iteration 34Q: 3 clusters Score -1489058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1489065.625000 Penalty: 4615.332031
	Iteration 35Q: 3 clusters Score -1489066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1489069.500000 Penalty: 4615.332031
	Iteration 36Q: 3 clusters Score -1489070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1489076.125000 Penalty: 4615.332031
	Iteration 37Q: 3 clusters Score -1489076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1489082.250000 Penalty: 4615.332031
	Iteration 38Q: 3 clusters Score -1489082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1489087.000000 Penalty: 4615.332031
	Iteration 39Q: 3 clusters Score -1489087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1489091.125000 Penalty: 4615.332031
	Iteration 40F: 3 clusters Score -1489091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1489093.250000 Penalty: 4615.332031
	Iteration 41Q: 3 clusters Score -1489093 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1489097.250000 Penalty: 4615.332031
	Iteration 42Q: 3 clusters Score -1489097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1489099.750000 Penalty: 4615.332031
	Iteration 43Q: 3 clusters Score -1489100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1489103.125000 Penalty: 4615.332031
	Iteration 44Q: 3 clusters Score -1489103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1489103.875000 Penalty: 4615.332031
	Iteration 45Q: 3 clusters Score -1489104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1489109.000000 Penalty: 4615.332031
	Iteration 46Q: 3 clusters Score -1489109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1489109.875000 Penalty: 4615.332031
	Iteration 47Q: 3 clusters Score -1489110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1489115.625000 Penalty: 4615.332031
	Iteration 48Q: 3 clusters Score -1489116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1489117.375000 Penalty: 4615.332031
	Iteration 49Q: 3 clusters Score -1489117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1489118.250000 Penalty: 4615.332031
	Iteration 50Q: 3 clusters Score -1489118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1489118.250000 Penalty: 4615.332031
	Iteration 51Q: 3 clusters Score -1489118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1489120.250000 Penalty: 4615.332031
	Iteration 52Q: 3 clusters Score -1489120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1489119.000000 Penalty: 4615.332031
	Iteration 53Q: 3 clusters Score -1489119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1489119.000000 Penalty: 4615.332031
	Iteration 54Q: 3 clusters Score -1489119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1489120.375000 Penalty: 4615.332031
	Iteration 55Q: 3 clusters Score -1489120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1489119.375000 Penalty: 4615.332031
	Iteration 56Q: 3 clusters Score -1489119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1489119.875000 Penalty: 4615.332031
	Iteration 57Q: 3 clusters Score -1489120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1489121.750000 Penalty: 4615.332031
	Iteration 58Q: 3 clusters Score -1489122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1489121.250000 Penalty: 4615.332031
	Iteration 59Q: 3 clusters Score -1489121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1489120.500000 Penalty: 4615.332031
	Iteration 60F: 3 clusters Score -1489120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1489121.375000 Penalty: 4615.332031
	Iteration 61Q: 3 clusters Score -1489121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1489121.875000 Penalty: 4615.332031
	Iteration 62Q: 3 clusters Score -1489122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1489123.625000 Penalty: 4615.332031
	Iteration 63Q: 3 clusters Score -1489124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1489123.375000 Penalty: 4615.332031
	Iteration 64Q: 3 clusters Score -1489123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1489127.875000 Penalty: 4615.332031
	Iteration 65Q: 3 clusters Score -1489128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1489127.875000 Penalty: 4615.332031
	Iteration 66Q: 3 clusters Score -1489128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1489127.500000 Penalty: 4615.332031
	Iteration 67Q: 3 clusters Score -1489128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1489125.000000 Penalty: 4615.332031
	Iteration 68Q: 3 clusters Score -1489125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1489130.500000 Penalty: 4615.332031
	Iteration 69Q: 3 clusters Score -1489130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1489130.750000 Penalty: 4615.332031
	Iteration 70Q: 3 clusters Score -1489131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1489131.500000 Penalty: 4615.332031
	Iteration 71Q: 3 clusters Score -1489132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1489131.375000 Penalty: 4615.332031
	Iteration 72Q: 3 clusters Score -1489131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1489131.375000 Penalty: 4615.332031
	Iteration 73F: 3 clusters Score -1489131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Entering Unmasked Estep 
Score: -4716301.500000 Penalty: 2592.435791
	Iteration 0F: 2 clusters Score -4716302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -4692775.000000 Penalty: 5184.871582
	Iteration 0F: 3 clusters Score -4692775 nChanged 15673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -4701700.500000 Penalty: 5184.871582
	Iteration 1F: 3 clusters Score -4701700 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -4702677.500000 Penalty: 5184.871582
	Iteration 2F: 3 clusters Score -4702678 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -4703746.500000 Penalty: 5184.871582
	Iteration 3F: 3 clusters Score -4703746 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -4704884.000000 Penalty: 5184.871582
	Iteration 4F: 3 clusters Score -4704884 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -4705962.000000 Penalty: 5184.871582
	Iteration 5F: 3 clusters Score -4705962 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -4706931.000000 Penalty: 5184.871582
	Iteration 6F: 3 clusters Score -4706931 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -4707697.000000 Penalty: 5184.871582
	Iteration 7Q: 3 clusters Score -4707697 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -4708299.500000 Penalty: 5184.871582
	Iteration 8Q: 3 clusters Score -4708300 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -4708817.500000 Penalty: 5184.871582
	Iteration 9Q: 3 clusters Score -4708818 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -4709301.500000 Penalty: 5184.871582
	Iteration 10Q: 3 clusters Score -4709302 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -4709800.000000 Penalty: 5184.871582
	Iteration 11Q: 3 clusters Score -4709800 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -4710327.000000 Penalty: 5184.871582
	Iteration 12Q: 3 clusters Score -4710327 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -4710935.000000 Penalty: 5184.871582
	Iteration 13Q: 3 clusters Score -4710935 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -4711588.000000 Penalty: 5184.871582
	Iteration 14Q: 3 clusters Score -4711588 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -4712196.500000 Penalty: 5184.871582
	Iteration 15Q: 3 clusters Score -4712196 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -4712707.500000 Penalty: 5184.871582
	Iteration 16Q: 3 clusters Score -4712708 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -4713130.500000 Penalty: 5184.871582
	Iteration 17Q: 3 clusters Score -4713130 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -4713389.000000 Penalty: 5184.871582
	Iteration 18Q: 3 clusters Score -4713389 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -4713593.000000 Penalty: 5184.871582
	Iteration 19Q: 3 clusters Score -4713593 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -4713757.500000 Penalty: 5184.871582
	Iteration 20F: 3 clusters Score -4713758 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -4713872.500000 Penalty: 5184.871582
	Iteration 21Q: 3 clusters Score -4713872 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -4713927.000000 Penalty: 5184.871582
	Iteration 22Q: 3 clusters Score -4713927 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -4713963.500000 Penalty: 5184.871582
	Iteration 23Q: 3 clusters Score -4713964 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -4713982.000000 Penalty: 5184.871582
	Iteration 24Q: 3 clusters Score -4713982 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -4713998.000000 Penalty: 5184.871582
	Iteration 25Q: 3 clusters Score -4713998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -4714036.000000 Penalty: 5184.871582
	Iteration 26Q: 3 clusters Score -4714036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -4714055.000000 Penalty: 5184.871582
	Iteration 27Q: 3 clusters Score -4714055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -4714059.000000 Penalty: 5184.871582
	Iteration 28Q: 3 clusters Score -4714059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -4714064.000000 Penalty: 5184.871582
	Iteration 29Q: 3 clusters Score -4714064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -4714071.500000 Penalty: 5184.871582
	Iteration 30Q: 3 clusters Score -4714072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -4714080.000000 Penalty: 5184.871582
	Iteration 31Q: 3 clusters Score -4714080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -4714086.500000 Penalty: 5184.871582
	Iteration 32Q: 3 clusters Score -4714086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -4714097.000000 Penalty: 5184.871582
	Iteration 33Q: 3 clusters Score -4714097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -4714100.500000 Penalty: 5184.871582
	Iteration 34Q: 3 clusters Score -4714100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -4714114.000000 Penalty: 5184.871582
	Iteration 35Q: 3 clusters Score -4714114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -4714120.000000 Penalty: 5184.871582
	Iteration 36Q: 3 clusters Score -4714120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -4714121.000000 Penalty: 5184.871582
	Iteration 37Q: 3 clusters Score -4714121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -4714126.000000 Penalty: 5184.871582
	Iteration 38Q: 3 clusters Score -4714126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -4714128.500000 Penalty: 5184.871582
	Iteration 39Q: 3 clusters Score -4714128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -4714130.500000 Penalty: 5184.871582
	Iteration 40F: 3 clusters Score -4714130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Entering Unmasked Estep 
Score: -5653833.000000 Penalty: 2638.739258
	Iteration 0F: 2 clusters Score -5653833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -5625371.500000 Penalty: 5277.478516
	Iteration 0F: 3 clusters Score -5625372 nChanged 19257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -5636015.000000 Penalty: 5277.478516
	Iteration 1F: 3 clusters Score -5636015 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -5636553.500000 Penalty: 5277.478516
	Iteration 2Q: 3 clusters Score -5636554 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -5637071.500000 Penalty: 5277.478516
	Iteration 3Q: 3 clusters Score -5637072 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -5637604.000000 Penalty: 5277.478516
	Iteration 4Q: 3 clusters Score -5637604 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -5638347.500000 Penalty: 5277.478516
	Iteration 5Q: 3 clusters Score -5638348 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -5639313.500000 Penalty: 5277.478516
	Iteration 6Q: 3 clusters Score -5639314 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -5640710.500000 Penalty: 5277.478516
	Iteration 7F: 3 clusters Score -5640710 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -5642350.000000 Penalty: 5277.478516
	Iteration 8F: 3 clusters Score -5642350 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -5644256.500000 Penalty: 5277.478516
	Iteration 9F: 3 clusters Score -5644256 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -5646072.500000 Penalty: 5277.478516
	Iteration 10F: 3 clusters Score -5646072 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -5647573.000000 Penalty: 5277.478516
	Iteration 11Q: 3 clusters Score -5647573 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -5648665.000000 Penalty: 5277.478516
	Iteration 12Q: 3 clusters Score -5648665 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -5649513.500000 Penalty: 5277.478516
	Iteration 13Q: 3 clusters Score -5649514 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -5650134.500000 Penalty: 5277.478516
	Iteration 14Q: 3 clusters Score -5650134 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -5650584.000000 Penalty: 5277.478516
	Iteration 15Q: 3 clusters Score -5650584 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -5650813.500000 Penalty: 5277.478516
	Iteration 16Q: 3 clusters Score -5650814 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -5650995.000000 Penalty: 5277.478516
	Iteration 17Q: 3 clusters Score -5650995 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -5651088.500000 Penalty: 5277.478516
	Iteration 18Q: 3 clusters Score -5651088 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -5651182.000000 Penalty: 5277.478516
	Iteration 19Q: 3 clusters Score -5651182 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -5651259.000000 Penalty: 5277.478516
	Iteration 20F: 3 clusters Score -5651259 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -5651296.000000 Penalty: 5277.478516
	Iteration 21Q: 3 clusters Score -5651296 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -5651333.500000 Penalty: 5277.478516
	Iteration 22Q: 3 clusters Score -5651334 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -5651386.000000 Penalty: 5277.478516
	Iteration 23Q: 3 clusters Score -5651386 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -5651390.000000 Penalty: 5277.478516
	Iteration 24Q: 3 clusters Score -5651390 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -5651432.500000 Penalty: 5277.478516
	Iteration 25Q: 3 clusters Score -5651432 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -5651459.000000 Penalty: 5277.478516
	Iteration 26Q: 3 clusters Score -5651459 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -5651499.500000 Penalty: 5277.478516
	Iteration 27Q: 3 clusters Score -5651500 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -5651513.000000 Penalty: 5277.478516
	Iteration 28Q: 3 clusters Score -5651513 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -5651534.000000 Penalty: 5277.478516
	Iteration 29Q: 3 clusters Score -5651534 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -5651550.000000 Penalty: 5277.478516
	Iteration 30Q: 3 clusters Score -5651550 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5651559.000000 Penalty: 5277.478516
	Iteration 31Q: 3 clusters Score -5651559 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -5651577.000000 Penalty: 5277.478516
	Iteration 32Q: 3 clusters Score -5651577 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -5651581.000000 Penalty: 5277.478516
	Iteration 33Q: 3 clusters Score -5651581 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5651591.500000 Penalty: 5277.478516
	Iteration 34Q: 3 clusters Score -5651592 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5651605.500000 Penalty: 5277.478516
	Iteration 35Q: 3 clusters Score -5651606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -5651621.000000 Penalty: 5277.478516
	Iteration 36Q: 3 clusters Score -5651621 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5651631.000000 Penalty: 5277.478516
	Iteration 37Q: 3 clusters Score -5651631 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -5651648.500000 Penalty: 5277.478516
	Iteration 38Q: 3 clusters Score -5651648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -5651651.000000 Penalty: 5277.478516
	Iteration 39Q: 3 clusters Score -5651651 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5651666.000000 Penalty: 5277.478516
	Iteration 40F: 3 clusters Score -5651666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5651684.000000 Penalty: 5277.478516
	Iteration 41Q: 3 clusters Score -5651684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5651693.500000 Penalty: 5277.478516
	Iteration 42Q: 3 clusters Score -5651694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -5651690.500000 Penalty: 5277.478516
	Iteration 43Q: 3 clusters Score -5651690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5651712.000000 Penalty: 5277.478516
	Iteration 44Q: 3 clusters Score -5651712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5651703.500000 Penalty: 5277.478516
	Iteration 45Q: 3 clusters Score -5651704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5651709.000000 Penalty: 5277.478516
	Iteration 46Q: 3 clusters Score -5651709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5651718.000000 Penalty: 5277.478516
	Iteration 47Q: 3 clusters Score -5651718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5651717.500000 Penalty: 5277.478516
	Iteration 48Q: 3 clusters Score -5651718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5651712.500000 Penalty: 5277.478516
	Iteration 49Q: 3 clusters Score -5651712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5651718.000000 Penalty: 5277.478516
	Iteration 50Q: 3 clusters Score -5651718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5651717.000000 Penalty: 5277.478516
	Iteration 51Q: 3 clusters Score -5651717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5651725.000000 Penalty: 5277.478516
	Iteration 52Q: 3 clusters Score -5651725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -5651716.500000 Penalty: 5277.478516
	Iteration 53Q: 3 clusters Score -5651716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5651716.500000 Penalty: 5277.478516
	Iteration 54Q: 3 clusters Score -5651716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -5651719.000000 Penalty: 5277.478516
	Iteration 55Q: 3 clusters Score -5651719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5651721.000000 Penalty: 5277.478516
	Iteration 56Q: 3 clusters Score -5651721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5651728.500000 Penalty: 5277.478516
	Iteration 57Q: 3 clusters Score -5651728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5651729.500000 Penalty: 5277.478516
	Iteration 58Q: 3 clusters Score -5651730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5651729.000000 Penalty: 5277.478516
	Iteration 59Q: 3 clusters Score -5651729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5651735.500000 Penalty: 5277.478516
	Iteration 60F: 3 clusters Score -5651736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5651727.500000 Penalty: 5277.478516
	Iteration 61Q: 3 clusters Score -5651728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5651739.000000 Penalty: 5277.478516
	Iteration 62Q: 3 clusters Score -5651739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5651736.500000 Penalty: 5277.478516
	Iteration 63Q: 3 clusters Score -5651736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5651738.000000 Penalty: 5277.478516
	Iteration 64Q: 3 clusters Score -5651738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5651740.000000 Penalty: 5277.478516
	Iteration 65Q: 3 clusters Score -5651740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -5651741.500000 Penalty: 5277.478516
	Iteration 66Q: 3 clusters Score -5651742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5651736.500000 Penalty: 5277.478516
	Iteration 67Q: 3 clusters Score -5651736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5651734.500000 Penalty: 5277.478516
	Iteration 68Q: 3 clusters Score -5651734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5651732.500000 Penalty: 5277.478516
	Iteration 69Q: 3 clusters Score -5651732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5651732.000000 Penalty: 5277.478516
	Iteration 70Q: 3 clusters Score -5651732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5651735.500000 Penalty: 5277.478516
	Iteration 71Q: 3 clusters Score -5651736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5651737.000000 Penalty: 5277.478516
	Iteration 72Q: 3 clusters Score -5651737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5651738.000000 Penalty: 5277.478516
	Iteration 73Q: 3 clusters Score -5651738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5651736.000000 Penalty: 5277.478516
	Iteration 74Q: 3 clusters Score -5651736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5651734.500000 Penalty: 5277.478516
	Iteration 75Q: 3 clusters Score -5651734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5651735.500000 Penalty: 5277.478516
	Iteration 76Q: 3 clusters Score -5651736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5651735.000000 Penalty: 5277.478516
	Iteration 77Q: 3 clusters Score -5651735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5651732.500000 Penalty: 5277.478516
	Iteration 78Q: 3 clusters Score -5651732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5651732.500000 Penalty: 5277.478516
	Iteration 79F: 3 clusters Score -5651732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Entering Unmasked Estep 
Score: -1844796.625000 Penalty: 2368.546631
	Iteration 0F: 2 clusters Score -1844797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1834502.000000 Penalty: 4737.093262
	Iteration 0F: 3 clusters Score -1834502 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1838160.000000 Penalty: 4737.093262
	Iteration 1F: 3 clusters Score -1838160 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1839096.000000 Penalty: 4737.093262
	Iteration 2F: 3 clusters Score -1839096 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1840204.750000 Penalty: 4737.093262
	Iteration 3F: 3 clusters Score -1840205 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1841415.625000 Penalty: 4737.093262
	Iteration 4F: 3 clusters Score -1841416 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1842480.250000 Penalty: 4737.093262
	Iteration 5F: 3 clusters Score -1842480 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1843188.375000 Penalty: 4737.093262
	Iteration 6F: 3 clusters Score -1843188 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1843565.750000 Penalty: 4737.093262
	Iteration 7Q: 3 clusters Score -1843566 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1843802.250000 Penalty: 4737.093262
	Iteration 8Q: 3 clusters Score -1843802 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1843951.500000 Penalty: 4737.093262
	Iteration 9Q: 3 clusters Score -1843952 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1844054.875000 Penalty: 4737.093262
	Iteration 10Q: 3 clusters Score -1844055 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1844125.500000 Penalty: 4737.093262
	Iteration 11Q: 3 clusters Score -1844126 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1844170.750000 Penalty: 4737.093262
	Iteration 12Q: 3 clusters Score -1844171 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1844194.000000 Penalty: 4737.093262
	Iteration 13Q: 3 clusters Score -1844194 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1844216.875000 Penalty: 4737.093262
	Iteration 14Q: 3 clusters Score -1844217 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1844221.250000 Penalty: 4737.093262
	Iteration 15Q: 3 clusters Score -1844221 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1844227.125000 Penalty: 4737.093262
	Iteration 16Q: 3 clusters Score -1844227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1844228.625000 Penalty: 4737.093262
	Iteration 17Q: 3 clusters Score -1844229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1844237.250000 Penalty: 4737.093262
	Iteration 18Q: 3 clusters Score -1844237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1844244.125000 Penalty: 4737.093262
	Iteration 19Q: 3 clusters Score -1844244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1844237.875000 Penalty: 4737.093262
	Iteration 20F: 3 clusters Score -1844238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1844241.125000 Penalty: 4737.093262
	Iteration 21Q: 3 clusters Score -1844241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1844247.625000 Penalty: 4737.093262
	Iteration 22Q: 3 clusters Score -1844248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1844247.125000 Penalty: 4737.093262
	Iteration 23Q: 3 clusters Score -1844247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1844251.625000 Penalty: 4737.093262
	Iteration 24Q: 3 clusters Score -1844252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1844253.625000 Penalty: 4737.093262
	Iteration 25Q: 3 clusters Score -1844254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1844254.500000 Penalty: 4737.093262
	Iteration 26Q: 3 clusters Score -1844254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1844253.375000 Penalty: 4737.093262
	Iteration 27Q: 3 clusters Score -1844253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1844254.375000 Penalty: 4737.093262
	Iteration 28Q: 3 clusters Score -1844254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1844253.125000 Penalty: 4737.093262
	Iteration 29Q: 3 clusters Score -1844253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1844256.875000 Penalty: 4737.093262
	Iteration 30Q: 3 clusters Score -1844257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1844259.000000 Penalty: 4737.093262
	Iteration 31Q: 3 clusters Score -1844259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1844262.625000 Penalty: 4737.093262
	Iteration 32Q: 3 clusters Score -1844263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1844261.250000 Penalty: 4737.093262
	Iteration 33Q: 3 clusters Score -1844261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1844261.625000 Penalty: 4737.093262
	Iteration 34Q: 3 clusters Score -1844262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1844263.000000 Penalty: 4737.093262
	Iteration 35Q: 3 clusters Score -1844263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1844264.000000 Penalty: 4737.093262
	Iteration 36Q: 3 clusters Score -1844264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1844267.500000 Penalty: 4737.093262
	Iteration 37Q: 3 clusters Score -1844268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1844267.625000 Penalty: 4737.093262
	Iteration 38Q: 3 clusters Score -1844268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1844267.625000 Penalty: 4737.093262
	Iteration 39F: 3 clusters Score -1844268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Entering Unmasked Estep 
Score: -5196949.500000 Penalty: 2608.543945
	Iteration 0F: 2 clusters Score -5196950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -5171927.000000 Penalty: 5217.087891
	Iteration 0F: 3 clusters Score -5171927 nChanged 16763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -5181133.500000 Penalty: 5217.087891
	Iteration 1F: 3 clusters Score -5181134 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -5181722.000000 Penalty: 5217.087891
	Iteration 2Q: 3 clusters Score -5181722 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -5182267.000000 Penalty: 5217.087891
	Iteration 3Q: 3 clusters Score -5182267 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -5182826.500000 Penalty: 5217.087891
	Iteration 4Q: 3 clusters Score -5182826 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -5183386.500000 Penalty: 5217.087891
	Iteration 5Q: 3 clusters Score -5183386 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -5183925.500000 Penalty: 5217.087891
	Iteration 6Q: 3 clusters Score -5183926 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -5184465.000000 Penalty: 5217.087891
	Iteration 7Q: 3 clusters Score -5184465 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -5185063.000000 Penalty: 5217.087891
	Iteration 8Q: 3 clusters Score -5185063 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -5185737.500000 Penalty: 5217.087891
	Iteration 9Q: 3 clusters Score -5185738 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -5186494.000000 Penalty: 5217.087891
	Iteration 10Q: 3 clusters Score -5186494 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -5187384.500000 Penalty: 5217.087891
	Iteration 11Q: 3 clusters Score -5187384 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -5188319.000000 Penalty: 5217.087891
	Iteration 12Q: 3 clusters Score -5188319 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -5189205.500000 Penalty: 5217.087891
	Iteration 13Q: 3 clusters Score -5189206 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -5189978.000000 Penalty: 5217.087891
	Iteration 14Q: 3 clusters Score -5189978 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -5190688.500000 Penalty: 5217.087891
	Iteration 15Q: 3 clusters Score -5190688 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -5191283.500000 Penalty: 5217.087891
	Iteration 16Q: 3 clusters Score -5191284 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -5191817.500000 Penalty: 5217.087891
	Iteration 17Q: 3 clusters Score -5191818 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -5192280.000000 Penalty: 5217.087891
	Iteration 18Q: 3 clusters Score -5192280 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -5192654.500000 Penalty: 5217.087891
	Iteration 19Q: 3 clusters Score -5192654 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -5192980.000000 Penalty: 5217.087891
	Iteration 20F: 3 clusters Score -5192980 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -5193278.000000 Penalty: 5217.087891
	Iteration 21Q: 3 clusters Score -5193278 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -5193563.000000 Penalty: 5217.087891
	Iteration 22Q: 3 clusters Score -5193563 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -5193852.000000 Penalty: 5217.087891
	Iteration 23Q: 3 clusters Score -5193852 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -5194142.500000 Penalty: 5217.087891
	Iteration 24Q: 3 clusters Score -5194142 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -5194368.000000 Penalty: 5217.087891
	Iteration 25Q: 3 clusters Score -5194368 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -5194522.000000 Penalty: 5217.087891
	Iteration 26Q: 3 clusters Score -5194522 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -5194652.000000 Penalty: 5217.087891
	Iteration 27Q: 3 clusters Score -5194652 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -5194770.500000 Penalty: 5217.087891
	Iteration 28Q: 3 clusters Score -5194770 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -5194877.500000 Penalty: 5217.087891
	Iteration 29Q: 3 clusters Score -5194878 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -5194981.000000 Penalty: 5217.087891
	Iteration 30Q: 3 clusters Score -5194981 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -5195069.500000 Penalty: 5217.087891
	Iteration 31Q: 3 clusters Score -5195070 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -5195121.000000 Penalty: 5217.087891
	Iteration 32Q: 3 clusters Score -5195121 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -5195166.000000 Penalty: 5217.087891
	Iteration 33Q: 3 clusters Score -5195166 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -5195184.000000 Penalty: 5217.087891
	Iteration 34Q: 3 clusters Score -5195184 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -5195223.000000 Penalty: 5217.087891
	Iteration 35Q: 3 clusters Score -5195223 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -5195259.500000 Penalty: 5217.087891
	Iteration 36Q: 3 clusters Score -5195260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -5195284.000000 Penalty: 5217.087891
	Iteration 37Q: 3 clusters Score -5195284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -5195293.500000 Penalty: 5217.087891
	Iteration 38Q: 3 clusters Score -5195294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -5195317.500000 Penalty: 5217.087891
	Iteration 39Q: 3 clusters Score -5195318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -5195390.500000 Penalty: 5217.087891
	Iteration 40F: 3 clusters Score -5195390 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -5195533.000000 Penalty: 5217.087891
	Iteration 41Q: 3 clusters Score -5195533 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -5195660.500000 Penalty: 5217.087891
	Iteration 42Q: 3 clusters Score -5195660 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -5195717.000000 Penalty: 5217.087891
	Iteration 43Q: 3 clusters Score -5195717 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -5195744.500000 Penalty: 5217.087891
	Iteration 44Q: 3 clusters Score -5195744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -5195760.000000 Penalty: 5217.087891
	Iteration 45Q: 3 clusters Score -5195760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -5195763.500000 Penalty: 5217.087891
	Iteration 46Q: 3 clusters Score -5195764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -5195778.500000 Penalty: 5217.087891
	Iteration 47Q: 3 clusters Score -5195778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -5195791.000000 Penalty: 5217.087891
	Iteration 48Q: 3 clusters Score -5195791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -5195790.500000 Penalty: 5217.087891
	Iteration 49Q: 3 clusters Score -5195790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -5195800.000000 Penalty: 5217.087891
	Iteration 50Q: 3 clusters Score -5195800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -5195809.000000 Penalty: 5217.087891
	Iteration 51Q: 3 clusters Score -5195809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -5195822.500000 Penalty: 5217.087891
	Iteration 52Q: 3 clusters Score -5195822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -5195828.000000 Penalty: 5217.087891
	Iteration 53Q: 3 clusters Score -5195828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -5195828.500000 Penalty: 5217.087891
	Iteration 54Q: 3 clusters Score -5195828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -5195828.500000 Penalty: 5217.087891
	Iteration 55Q: 3 clusters Score -5195828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -5195830.000000 Penalty: 5217.087891
	Iteration 56Q: 3 clusters Score -5195830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -5195829.500000 Penalty: 5217.087891
	Iteration 57Q: 3 clusters Score -5195830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -5195833.000000 Penalty: 5217.087891
	Iteration 58Q: 3 clusters Score -5195833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -5195856.500000 Penalty: 5217.087891
	Iteration 59F: 3 clusters Score -5195856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -5195862.000000 Penalty: 5217.087891
	Iteration 60F: 3 clusters Score -5195862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -5195878.000000 Penalty: 5217.087891
	Iteration 61Q: 3 clusters Score -5195878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -5195887.000000 Penalty: 5217.087891
	Iteration 62Q: 3 clusters Score -5195887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -5195892.500000 Penalty: 5217.087891
	Iteration 63Q: 3 clusters Score -5195892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -5195896.500000 Penalty: 5217.087891
	Iteration 64Q: 3 clusters Score -5195896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -5195906.500000 Penalty: 5217.087891
	Iteration 65Q: 3 clusters Score -5195906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -5195899.000000 Penalty: 5217.087891
	Iteration 66Q: 3 clusters Score -5195899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -5195902.500000 Penalty: 5217.087891
	Iteration 67Q: 3 clusters Score -5195902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -5195910.500000 Penalty: 5217.087891
	Iteration 68Q: 3 clusters Score -5195910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -5195905.000000 Penalty: 5217.087891
	Iteration 69Q: 3 clusters Score -5195905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -5195905.000000 Penalty: 5217.087891
	Iteration 70F: 3 clusters Score -5195905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (50092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Entering Unmasked Estep 
Score: -7041874.500000 Penalty: 2683.760742
	Iteration 0F: 2 clusters Score -7041874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -7008127.500000 Penalty: 5367.521484
	Iteration 0F: 3 clusters Score -7008128 nChanged 23147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -7021149.500000 Penalty: 5367.521484
	Iteration 1F: 3 clusters Score -7021150 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -7021910.500000 Penalty: 5367.521484
	Iteration 2Q: 3 clusters Score -7021910 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -7022705.000000 Penalty: 5367.521484
	Iteration 3Q: 3 clusters Score -7022705 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -7023815.000000 Penalty: 5367.521484
	Iteration 4Q: 3 clusters Score -7023815 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -7025107 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -7026655 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -7028461 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -7030444.000000 Penalty: 5367.521484
	Iteration 8F: 3 clusters Score -7030444 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -7032432.500000 Penalty: 5367.521484
	Iteration 9F: 3 clusters Score -7032432 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -7033884.000000 Penalty: 5367.521484
	Iteration 10F: 3 clusters Score -7033884 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -7034559.500000 Penalty: 5367.521484
	Iteration 11Q: 3 clusters Score -7034560 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -7034857.500000 Penalty: 5367.521484
	Iteration 12Q: 3 clusters Score -7034858 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -7035001.000000 Penalty: 5367.521484
	Iteration 13Q: 3 clusters Score -7035001 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -7035071.000000 Penalty: 5367.521484
	Iteration 14Q: 3 clusters Score -7035071 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -7035151.000000 Penalty: 5367.521484
	Iteration 15Q: 3 clusters Score -7035151 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -7035205.500000 Penalty: 5367.521484
	Iteration 16Q: 3 clusters Score -7035206 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -7035216.000000 Penalty: 5367.521484
	Iteration 17Q: 3 clusters Score -7035216 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -7035258.500000 Penalty: 5367.521484
	Iteration 18Q: 3 clusters Score -7035258 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -7035304.500000 Penalty: 5367.521484
	Iteration 19Q: 3 clusters Score -7035304 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -7035318.000000 Penalty: 5367.521484
	Iteration 20F: 3 clusters Score -7035318 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -7035362.500000 Penalty: 5367.521484
	Iteration 21Q: 3 clusters Score -7035362 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -7035392.500000 Penalty: 5367.521484
	Iteration 22Q: 3 clusters Score -7035392 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -7035387.500000 Penalty: 5367.521484
	Iteration 23Q: 3 clusters Score -7035388 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -7035405.000000 Penalty: 5367.521484
	Iteration 24Q: 3 clusters Score -7035405 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -7035404.500000 Penalty: 5367.521484
	Iteration 25Q: 3 clusters Score -7035404 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -7035425.000000 Penalty: 5367.521484
	Iteration 26Q: 3 clusters Score -7035425 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -7035461.000000 Penalty: 5367.521484
	Iteration 27Q: 3 clusters Score -7035461 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -7035461.500000 Penalty: 5367.521484
	Iteration 28Q: 3 clusters Score -7035462 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -7035500.000000 Penalty: 5367.521484
	Iteration 29Q: 3 clusters Score -7035500 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -7035544.500000 Penalty: 5367.521484
	Iteration 30Q: 3 clusters Score -7035544 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -7035578.500000 Penalty: 5367.521484
	Iteration 31Q: 3 clusters Score -7035578 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -7035588.000000 Penalty: 5367.521484
	Iteration 32Q: 3 clusters Score -7035588 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -7035600.500000 Penalty: 5367.521484
	Iteration 33Q: 3 clusters Score -7035600 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -7035600.000000 Penalty: 5367.521484
	Iteration 34Q: 3 clusters Score -7035600 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -7035609.000000 Penalty: 5367.521484
	Iteration 35Q: 3 clusters Score -7035609 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -7035638.000000 Penalty: 5367.521484
	Iteration 36Q: 3 clusters Score -7035638 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -7035679.500000 Penalty: 5367.521484
	Iteration 37Q: 3 clusters Score -7035680 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -7035712.500000 Penalty: 5367.521484
	Iteration 38Q: 3 clusters Score -7035712 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -7035744.000000 Penalty: 5367.521484
	Iteration 39Q: 3 clusters Score -7035744 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -7035762.000000 Penalty: 5367.521484
	Iteration 40F: 3 clusters Score -7035762 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -7035783.500000 Penalty: 5367.521484
	Iteration 41Q: 3 clusters Score -7035784 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -7035840.000000 Penalty: 5367.521484
	Iteration 42Q: 3 clusters Score -7035840 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -7035889.500000 Penalty: 5367.521484
	Iteration 43Q: 3 clusters Score -7035890 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -7035935.500000 Penalty: 5367.521484
	Iteration 44Q: 3 clusters Score -7035936 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -7035950.500000 Penalty: 5367.521484
	Iteration 45Q: 3 clusters Score -7035950 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -7035968.500000 Penalty: 5367.521484
	Iteration 46Q: 3 clusters Score -7035968 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -7036028.000000 Penalty: 5367.521484
	Iteration 47Q: 3 clusters Score -7036028 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -7036078.000000 Penalty: 5367.521484
	Iteration 48Q: 3 clusters Score -7036078 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -7036109.000000 Penalty: 5367.521484
	Iteration 49Q: 3 clusters Score -7036109 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -7036126.000000 Penalty: 5367.521484
	Iteration 50Q: 3 clusters Score -7036126 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -7036160.000000 Penalty: 5367.521484
	Iteration 51Q: 3 clusters Score -7036160 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -7036175.500000 Penalty: 5367.521484
	Iteration 52Q: 3 clusters Score -7036176 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -7036225.500000 Penalty: 5367.521484
	Iteration 53Q: 3 clusters Score -7036226 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -7036287.000000 Penalty: 5367.521484
	Iteration 54Q: 3 clusters Score -7036287 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -7036353.000000 Penalty: 5367.521484
	Iteration 55Q: 3 clusters Score -7036353 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -7036400.000000 Penalty: 5367.521484
	Iteration 56Q: 3 clusters Score -7036400 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -7036440.500000 Penalty: 5367.521484
	Iteration 57Q: 3 clusters Score -7036440 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -7036486.000000 Penalty: 5367.521484
	Iteration 58Q: 3 clusters Score -7036486 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -7036550.500000 Penalty: 5367.521484
	Iteration 59Q: 3 clusters Score -7036550 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -7036623.500000 Penalty: 5367.521484
	Iteration 60F: 3 clusters Score -7036624 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -7036688.000000 Penalty: 5367.521484
	Iteration 61Q: 3 clusters Score -7036688 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -7036792.000000 Penalty: 5367.521484
	Iteration 62Q: 3 clusters Score -7036792 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -7036889.000000 Penalty: 5367.521484
	Iteration 63Q: 3 clusters Score -7036889 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -7036998.500000 Penalty: 5367.521484
	Iteration 64Q: 3 clusters Score -7036998 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -7037074.000000 Penalty: 5367.521484
	Iteration 65Q: 3 clusters Score -7037074 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -7037219.000000 Penalty: 5367.521484
	Iteration 66Q: 3 clusters Score -7037219 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -7037332.500000 Penalty: 5367.521484
	Iteration 67Q: 3 clusters Score -7037332 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -7037426.500000 Penalty: 5367.521484
	Iteration 68Q: 3 clusters Score -7037426 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -7037518.500000 Penalty: 5367.521484
	Iteration 69Q: 3 clusters Score -7037518 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -7037652.000000 Penalty: 5367.521484
	Iteration 70Q: 3 clusters Score -7037652 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -7037765.500000 Penalty: 5367.521484
	Iteration 71Q: 3 clusters Score -7037766 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -7037836.500000 Penalty: 5367.521484
	Iteration 72Q: 3 clusters Score -7037836 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7037965 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -7038090.500000 Penalty: 5367.521484
	Iteration 74Q: 3 clusters Score -7038090 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -7038216.500000 Penalty: 5367.521484
	Iteration 75Q: 3 clusters Score -7038216 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -7038344.500000 Penalty: 5367.521484
	Iteration 76Q: 3 clusters Score -7038344 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -7038531.500000 Penalty: 5367.521484
	Iteration 77Q: 3 clusters Score -7038532 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -7038689.500000 Penalty: 5367.521484
	Iteration 78Q: 3 clusters Score -7038690 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -7038831.000000 Penalty: 5367.521484
	Iteration 79Q: 3 clusters Score -7038831 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -7038948.000000 Penalty: 5367.521484
	Iteration 80F: 3 clusters Score -7038948 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -7039052.500000 Penalty: 5367.521484
	Iteration 81Q: 3 clusters Score -7039052 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -7039174.000000 Penalty: 5367.521484
	Iteration 82Q: 3 clusters Score -7039174 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -7039261.000000 Penalty: 5367.521484
	Iteration 83Q: 3 clusters Score -7039261 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -7039363.000000 Penalty: 5367.521484
	Iteration 84Q: 3 clusters Score -7039363 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -7039444.500000 Penalty: 5367.521484
	Iteration 85Q: 3 clusters Score -7039444 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -7039515.000000 Penalty: 5367.521484
	Iteration 86Q: 3 clusters Score -7039515 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -7039567.000000 Penalty: 5367.521484
	Iteration 87Q: 3 clusters Score -7039567 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -7039641.000000 Penalty: 5367.521484
	Iteration 88Q: 3 clusters Score -7039641 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -7039671.500000 Penalty: 5367.521484
	Iteration 89Q: 3 clusters Score -7039672 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -7039713.000000 Penalty: 5367.521484
	Iteration 90Q: 3 clusters Score -7039713 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -7039772.000000 Penalty: 5367.521484
	Iteration 91Q: 3 clusters Score -7039772 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -7039823.000000 Penalty: 5367.521484
	Iteration 92Q: 3 clusters Score -7039823 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
Score: -7039842.000000 Penalty: 5367.521484
	Iteration 93Q: 3 clusters Score -7039842 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -7039860.500000 Penalty: 5367.521484
	Iteration 94Q: 3 clusters Score -7039860 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -7039884.000000 Penalty: 5367.521484
	Iteration 95Q: 3 clusters Score -7039884 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -7039918.500000 Penalty: 5367.521484
	Iteration 96Q: 3 clusters Score -7039918 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -7039926.500000 Penalty: 5367.521484
	Iteration 97Q: 3 clusters Score -7039926 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -7039941.500000 Penalty: 5367.521484
	Iteration 98Q: 3 clusters Score -7039942 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 48536 members 
Entering Unmasked Estep 
Score: -7039965.500000 Penalty: 5367.521484
	Iteration 99Q: 3 clusters Score -7039966 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -7039974.500000 Penalty: 5367.521484
	Iteration 100F: 3 clusters Score -7039974 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -7039996.500000 Penalty: 5367.521484
	Iteration 101Q: 3 clusters Score -7039996 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -7039996.500000 Penalty: 5367.521484
	Iteration 102Q: 3 clusters Score -7039996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -7040023.500000 Penalty: 5367.521484
	Iteration 103Q: 3 clusters Score -7040024 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -7040046.500000 Penalty: 5367.521484
	Iteration 104Q: 3 clusters Score -7040046 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -7040070.000000 Penalty: 5367.521484
	Iteration 105Q: 3 clusters Score -7040070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -7040076.500000 Penalty: 5367.521484
	Iteration 106Q: 3 clusters Score -7040076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -7040085.500000 Penalty: 5367.521484
	Iteration 107Q: 3 clusters Score -7040086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 48883 members 
Entering Unmasked Estep 
Score: -7040102.500000 Penalty: 5367.521484
	Iteration 108Q: 3 clusters Score -7040102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -7040100.000000 Penalty: 5367.521484
	Iteration 109Q: 3 clusters Score -7040100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -7040101.500000 Penalty: 5367.521484
	Iteration 110Q: 3 clusters Score -7040102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -7040111.500000 Penalty: 5367.521484
	Iteration 111Q: 3 clusters Score -7040112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -7040117.500000 Penalty: 5367.521484
	Iteration 112Q: 3 clusters Score -7040118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -7040120.500000 Penalty: 5367.521484
	Iteration 113Q: 3 clusters Score -7040120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -7040121.000000 Penalty: 5367.521484
	Iteration 114Q: 3 clusters Score -7040121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -7040125.500000 Penalty: 5367.521484
	Iteration 115Q: 3 clusters Score -7040126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -7040130.500000 Penalty: 5367.521484
	Iteration 116Q: 3 clusters Score -7040130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -7040131.500000 Penalty: 5367.521484
	Iteration 117Q: 3 clusters Score -7040132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 48957 members 
Entering Unmasked Estep 
Score: -7040129.000000 Penalty: 5367.521484
	Iteration 118Q: 3 clusters Score -7040129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -7040128.500000 Penalty: 5367.521484
	Iteration 119Q: 3 clusters Score -7040128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -7040128.000000 Penalty: 5367.521484
	Iteration 120F: 3 clusters Score -7040128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -7040136.500000 Penalty: 5367.521484
	Iteration 121Q: 3 clusters Score -7040136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -7040146.000000 Penalty: 5367.521484
	Iteration 122Q: 3 clusters Score -7040146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 48985 members 
Entering Unmasked Estep 
Score: -7040147.000000 Penalty: 5367.521484
	Iteration 123Q: 3 clusters Score -7040147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -7040139.000000 Penalty: 5367.521484
	Iteration 124Q: 3 clusters Score -7040139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -7040134.500000 Penalty: 5367.521484
	Iteration 125Q: 3 clusters Score -7040134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -7040139.000000 Penalty: 5367.521484
	Iteration 126Q: 3 clusters Score -7040139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -7040148.500000 Penalty: 5367.521484
	Iteration 127Q: 3 clusters Score -7040148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -7040153.500000 Penalty: 5367.521484
	Iteration 128Q: 3 clusters Score -7040154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 49045 members 
Entering Unmasked Estep 
Score: -7040159.000000 Penalty: 5367.521484
	Iteration 129Q: 3 clusters Score -7040159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -7040153.500000 Penalty: 5367.521484
	Iteration 130Q: 3 clusters Score -7040154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -7040163.500000 Penalty: 5367.521484
	Iteration 131Q: 3 clusters Score -7040164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -7040160.500000 Penalty: 5367.521484
	Iteration 132Q: 3 clusters Score -7040160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -7040162.500000 Penalty: 5367.521484
	Iteration 133Q: 3 clusters Score -7040162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -7040166.500000 Penalty: 5367.521484
	Iteration 134Q: 3 clusters Score -7040166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -7040172.500000 Penalty: 5367.521484
	Iteration 135Q: 3 clusters Score -7040172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 49086 members 
Entering Unmasked Estep 
Score: -7040181.000000 Penalty: 5367.521484
	Iteration 136Q: 3 clusters Score -7040181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 49091 members 
Entering Unmasked Estep 
Score: -7040182.000000 Penalty: 5367.521484
	Iteration 137Q: 3 clusters Score -7040182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 49091 members 
Entering Unmasked Estep 
Score: -7040182.000000 Penalty: 5367.521484
	Iteration 138F: 3 clusters Score -7040182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (84629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84629 members 
Entering Unmasked Estep 
Score: -11676935.000000 Penalty: 2813.815918
	Iteration 0F: 2 clusters Score -1.167694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -11620390.000000 Penalty: 5627.631836
	Iteration 0F: 3 clusters Score -1.162039e+07 nChanged 39702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -11644125.000000 Penalty: 5627.631836
	Iteration 1F: 3 clusters Score -1.164412e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -11645837.000000 Penalty: 5627.631836
	Iteration 2Q: 3 clusters Score -1.164584e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -11647715.000000 Penalty: 5627.631836
	Iteration 3Q: 3 clusters Score -1.164772e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -11649690.000000 Penalty: 5627.631836
	Iteration 4F: 3 clusters Score -1.164969e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -11651776.000000 Penalty: 5627.631836
	Iteration 5F: 3 clusters Score -1.165178e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -11653816.000000 Penalty: 5627.631836
	Iteration 6F: 3 clusters Score -1.165382e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -11655517.000000 Penalty: 5627.631836
	Iteration 7Q: 3 clusters Score -1.165552e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -11656863.000000 Penalty: 5627.631836
	Iteration 8Q: 3 clusters Score -1.165686e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -11657957.000000 Penalty: 5627.631836
	Iteration 9Q: 3 clusters Score -1.165796e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 47026 members 
Entering Unmasked Estep 
Score: -11658776.000000 Penalty: 5627.631836
	Iteration 10Q: 3 clusters Score -1.165878e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -11659533.000000 Penalty: 5627.631836
	Iteration 11Q: 3 clusters Score -1.165953e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -11660266.000000 Penalty: 5627.631836
	Iteration 12Q: 3 clusters Score -1.166027e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -11660984.000000 Penalty: 5627.631836
	Iteration 13Q: 3 clusters Score -1.166098e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -11661517.000000 Penalty: 5627.631836
	Iteration 14Q: 3 clusters Score -1.166152e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 48495 members 
Entering Unmasked Estep 
Score: -11661925.000000 Penalty: 5627.631836
	Iteration 15Q: 3 clusters Score -1.166192e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -11662203.000000 Penalty: 5627.631836
	Iteration 16Q: 3 clusters Score -1.16622e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -11662352.000000 Penalty: 5627.631836
	Iteration 17Q: 3 clusters Score -1.166235e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -11662398.000000 Penalty: 5627.631836
	Iteration 18Q: 3 clusters Score -1.16624e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -11662473.000000 Penalty: 5627.631836
	Iteration 19Q: 3 clusters Score -1.166247e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -11662511.000000 Penalty: 5627.631836
	Iteration 20F: 3 clusters Score -1.166251e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -11662588.000000 Penalty: 5627.631836
	Iteration 21Q: 3 clusters Score -1.166259e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -11662639.000000 Penalty: 5627.631836
	Iteration 22Q: 3 clusters Score -1.166264e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -11662704.000000 Penalty: 5627.631836
	Iteration 23Q: 3 clusters Score -1.16627e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -11662752.000000 Penalty: 5627.631836
	Iteration 24Q: 3 clusters Score -1.166275e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -11662782.000000 Penalty: 5627.631836
	Iteration 25Q: 3 clusters Score -1.166278e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -11662848.000000 Penalty: 5627.631836
	Iteration 26Q: 3 clusters Score -1.166285e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 46934 members 
Entering Unmasked Estep 
Score: -11662898.000000 Penalty: 5627.631836
	Iteration 27Q: 3 clusters Score -1.16629e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -11662928.000000 Penalty: 5627.631836
	Iteration 28Q: 3 clusters Score -1.166293e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -11663009.000000 Penalty: 5627.631836
	Iteration 29Q: 3 clusters Score -1.166301e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -11663048.000000 Penalty: 5627.631836
	Iteration 30Q: 3 clusters Score -1.166305e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -11663127.000000 Penalty: 5627.631836
	Iteration 31Q: 3 clusters Score -1.166313e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -11663148.000000 Penalty: 5627.631836
	Iteration 32Q: 3 clusters Score -1.166315e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -11663200.000000 Penalty: 5627.631836
	Iteration 33Q: 3 clusters Score -1.16632e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -11663316.000000 Penalty: 5627.631836
	Iteration 34Q: 3 clusters Score -1.166332e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -11663443.000000 Penalty: 5627.631836
	Iteration 35Q: 3 clusters Score -1.166344e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -11663547.000000 Penalty: 5627.631836
	Iteration 36Q: 3 clusters Score -1.166355e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -11663674.000000 Penalty: 5627.631836
	Iteration 37Q: 3 clusters Score -1.166367e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -11663822.000000 Penalty: 5627.631836
	Iteration 38Q: 3 clusters Score -1.166382e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -11664101.000000 Penalty: 5627.631836
	Iteration 39Q: 3 clusters Score -1.16641e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -11664499.000000 Penalty: 5627.631836
	Iteration 40F: 3 clusters Score -1.16645e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -11664869.000000 Penalty: 5627.631836
	Iteration 41Q: 3 clusters Score -1.166487e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -11665329.000000 Penalty: 5627.631836
	Iteration 42Q: 3 clusters Score -1.166533e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -11665836.000000 Penalty: 5627.631836
	Iteration 43Q: 3 clusters Score -1.166584e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -11666213.000000 Penalty: 5627.631836
	Iteration 44Q: 3 clusters Score -1.166621e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -11666730.000000 Penalty: 5627.631836
	Iteration 45Q: 3 clusters Score -1.166673e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -11667314.000000 Penalty: 5627.631836
	Iteration 46Q: 3 clusters Score -1.166731e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -11667879.000000 Penalty: 5627.631836
	Iteration 47Q: 3 clusters Score -1.166788e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -11668434.000000 Penalty: 5627.631836
	Iteration 48Q: 3 clusters Score -1.166843e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -11668977.000000 Penalty: 5627.631836
	Iteration 49Q: 3 clusters Score -1.166898e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -11669598.000000 Penalty: 5627.631836
	Iteration 50Q: 3 clusters Score -1.16696e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -11670199.000000 Penalty: 5627.631836
	Iteration 51Q: 3 clusters Score -1.16702e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56132 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -11670774.000000 Penalty: 5627.631836
	Iteration 52Q: 3 clusters Score -1.167077e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56498 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -11671292.000000 Penalty: 5627.631836
	Iteration 53Q: 3 clusters Score -1.167129e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -11671744.000000 Penalty: 5627.631836
	Iteration 54Q: 3 clusters Score -1.167174e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -11672000.000000 Penalty: 5627.631836
	Iteration 55Q: 3 clusters Score -1.1672e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -11672161.000000 Penalty: 5627.631836
	Iteration 56Q: 3 clusters Score -1.167216e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57292 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -11672340.000000 Penalty: 5627.631836
	Iteration 57Q: 3 clusters Score -1.167234e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57413 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -11672426.000000 Penalty: 5627.631836
	Iteration 58Q: 3 clusters Score -1.167243e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57500 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -11672494.000000 Penalty: 5627.631836
	Iteration 59Q: 3 clusters Score -1.167249e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57523 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -11672617.000000 Penalty: 5627.631836
	Iteration 60F: 3 clusters Score -1.167262e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57620 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -11672712.000000 Penalty: 5627.631836
	Iteration 61Q: 3 clusters Score -1.167271e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57722 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -11672807.000000 Penalty: 5627.631836
	Iteration 62Q: 3 clusters Score -1.167281e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -11672887.000000 Penalty: 5627.631836
	Iteration 63Q: 3 clusters Score -1.167289e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57925 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -11672892.000000 Penalty: 5627.631836
	Iteration 64Q: 3 clusters Score -1.167289e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -11672918.000000 Penalty: 5627.631836
	Iteration 65Q: 3 clusters Score -1.167292e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58043 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -11672909.000000 Penalty: 5627.631836
	Iteration 66Q: 3 clusters Score -1.167291e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58085 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -11672898.000000 Penalty: 5627.631836
	Iteration 67Q: 3 clusters Score -1.16729e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58133 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -11672920.000000 Penalty: 5627.631836
	Iteration 68Q: 3 clusters Score -1.167292e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58168 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -11672912.000000 Penalty: 5627.631836
	Iteration 69Q: 3 clusters Score -1.167291e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58200 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -11672914.000000 Penalty: 5627.631836
	Iteration 70Q: 3 clusters Score -1.167291e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -11672932.000000 Penalty: 5627.631836
	Iteration 71Q: 3 clusters Score -1.167293e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58275 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -11672910.000000 Penalty: 5627.631836
	Iteration 72Q: 3 clusters Score -1.167291e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -11672889.000000 Penalty: 5627.631836
	Iteration 73Q: 3 clusters Score -1.167289e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58321 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -11672883.000000 Penalty: 5627.631836
	Iteration 74Q: 3 clusters Score -1.167288e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -11672877.000000 Penalty: 5627.631836
	Iteration 75Q: 3 clusters Score -1.167288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58337 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -11672878.000000 Penalty: 5627.631836
	Iteration 76Q: 3 clusters Score -1.167288e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -11672876.000000 Penalty: 5627.631836
	Iteration 77Q: 3 clusters Score -1.167288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -11672895.000000 Penalty: 5627.631836
	Iteration 78Q: 3 clusters Score -1.16729e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -11672887.000000 Penalty: 5627.631836
	Iteration 79Q: 3 clusters Score -1.167289e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58384 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -11672878.000000 Penalty: 5627.631836
	Iteration 80F: 3 clusters Score -1.167288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58396 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -11672884.000000 Penalty: 5627.631836
	Iteration 81Q: 3 clusters Score -1.167288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -11672877.000000 Penalty: 5627.631836
	Iteration 82Q: 3 clusters Score -1.167288e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58427 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -11672866.000000 Penalty: 5627.631836
	Iteration 83Q: 3 clusters Score -1.167287e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58446 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -11672860.000000 Penalty: 5627.631836
	Iteration 84Q: 3 clusters Score -1.167286e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -11672865.000000 Penalty: 5627.631836
	Iteration 85Q: 3 clusters Score -1.167286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -11672874.000000 Penalty: 5627.631836
	Iteration 86Q: 3 clusters Score -1.167287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -11672859.000000 Penalty: 5627.631836
	Iteration 87Q: 3 clusters Score -1.167286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58485 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -11672862.000000 Penalty: 5627.631836
	Iteration 88Q: 3 clusters Score -1.167286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -11672864.000000 Penalty: 5627.631836
	Iteration 89Q: 3 clusters Score -1.167286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58503 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -11672875.000000 Penalty: 5627.631836
	Iteration 90Q: 3 clusters Score -1.167288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -11672875.000000 Penalty: 5627.631836
	Iteration 91Q: 3 clusters Score -1.167288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58525 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -11672874.000000 Penalty: 5627.631836
	Iteration 92Q: 3 clusters Score -1.167287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -11672869.000000 Penalty: 5627.631836
	Iteration 93Q: 3 clusters Score -1.167287e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58554 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -11672868.000000 Penalty: 5627.631836
	Iteration 94Q: 3 clusters Score -1.167287e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58564 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -11672882.000000 Penalty: 5627.631836
	Iteration 95Q: 3 clusters Score -1.167288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -11672887.000000 Penalty: 5627.631836
	Iteration 96Q: 3 clusters Score -1.167289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58580 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -11672878.000000 Penalty: 5627.631836
	Iteration 97Q: 3 clusters Score -1.167288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -11672876.000000 Penalty: 5627.631836
	Iteration 98Q: 3 clusters Score -1.167288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58587 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -11672872.000000 Penalty: 5627.631836
	Iteration 99Q: 3 clusters Score -1.167287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -11672873.000000 Penalty: 5627.631836
	Iteration 100F: 3 clusters Score -1.167287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -11672871.000000 Penalty: 5627.631836
	Iteration 101Q: 3 clusters Score -1.167287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58602 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -11672874.000000 Penalty: 5627.631836
	Iteration 102Q: 3 clusters Score -1.167287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58606 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -11672873.000000 Penalty: 5627.631836
	Iteration 103Q: 3 clusters Score -1.167287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58611 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -11672879.000000 Penalty: 5627.631836
	Iteration 104Q: 3 clusters Score -1.167288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58618 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -11672873.000000 Penalty: 5627.631836
	Iteration 105Q: 3 clusters Score -1.167287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58627 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -11672873.000000 Penalty: 5627.631836
	Iteration 106Q: 3 clusters Score -1.167287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -11672858.000000 Penalty: 5627.631836
	Iteration 107Q: 3 clusters Score -1.167286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -11672869.000000 Penalty: 5627.631836
	Iteration 108Q: 3 clusters Score -1.167287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58650 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -11672872.000000 Penalty: 5627.631836
	Iteration 109Q: 3 clusters Score -1.167287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58656 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -11672872.000000 Penalty: 5627.631836
	Iteration 110Q: 3 clusters Score -1.167287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -11672863.000000 Penalty: 5627.631836
	Iteration 111Q: 3 clusters Score -1.167286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58677 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -11672862.000000 Penalty: 5627.631836
	Iteration 112Q: 3 clusters Score -1.167286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58683 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -11672859.000000 Penalty: 5627.631836
	Iteration 113Q: 3 clusters Score -1.167286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -11672874.000000 Penalty: 5627.631836
	Iteration 114Q: 3 clusters Score -1.167287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58693 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -11672873.000000 Penalty: 5627.631836
	Iteration 115Q: 3 clusters Score -1.167287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58695 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -11672869.000000 Penalty: 5627.631836
	Iteration 116Q: 3 clusters Score -1.167287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58699 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -11672866.000000 Penalty: 5627.631836
	Iteration 117Q: 3 clusters Score -1.167287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -11672871.000000 Penalty: 5627.631836
	Iteration 118Q: 3 clusters Score -1.167287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -11672874.000000 Penalty: 5627.631836
	Iteration 119Q: 3 clusters Score -1.167287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58706 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -11672876.000000 Penalty: 5627.631836
	Iteration 120F: 3 clusters Score -1.167288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58707 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -11672880.000000 Penalty: 5627.631836
	Iteration 121Q: 3 clusters Score -1.167288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58707 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -11672880.000000 Penalty: 5627.631836
	Iteration 122F: 3 clusters Score -1.167288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Entering Unmasked Estep 
Score: -5511194.000000 Penalty: 2622.872803
	Iteration 0F: 2 clusters Score -5511194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -5484666.500000 Penalty: 5245.745605
	Iteration 0F: 3 clusters Score -5484666 nChanged 17863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -5494607.500000 Penalty: 5245.745605
	Iteration 1F: 3 clusters Score -5494608 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -5495013.000000 Penalty: 5245.745605
	Iteration 2Q: 3 clusters Score -5495013 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -5495461.500000 Penalty: 5245.745605
	Iteration 3Q: 3 clusters Score -5495462 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -5495890.000000 Penalty: 5245.745605
	Iteration 4Q: 3 clusters Score -5495890 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -5496450.500000 Penalty: 5245.745605
	Iteration 5Q: 3 clusters Score -5496450 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -5497258.500000 Penalty: 5245.745605
	Iteration 6Q: 3 clusters Score -5497258 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -5498396.000000 Penalty: 5245.745605
	Iteration 7F: 3 clusters Score -5498396 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -5500122.000000 Penalty: 5245.745605
	Iteration 8F: 3 clusters Score -5500122 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -5502262.500000 Penalty: 5245.745605
	Iteration 9F: 3 clusters Score -5502262 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -5504385.500000 Penalty: 5245.745605
	Iteration 10F: 3 clusters Score -5504386 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -5506103.000000 Penalty: 5245.745605
	Iteration 11Q: 3 clusters Score -5506103 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -5507174.500000 Penalty: 5245.745605
	Iteration 12Q: 3 clusters Score -5507174 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -5507689.500000 Penalty: 5245.745605
	Iteration 13Q: 3 clusters Score -5507690 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -5508011.000000 Penalty: 5245.745605
	Iteration 14Q: 3 clusters Score -5508011 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -5508267.500000 Penalty: 5245.745605
	Iteration 15Q: 3 clusters Score -5508268 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -5508397.500000 Penalty: 5245.745605
	Iteration 16Q: 3 clusters Score -5508398 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -5508496.500000 Penalty: 5245.745605
	Iteration 17Q: 3 clusters Score -5508496 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -5508589.000000 Penalty: 5245.745605
	Iteration 18Q: 3 clusters Score -5508589 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -5508651.500000 Penalty: 5245.745605
	Iteration 19Q: 3 clusters Score -5508652 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -5508694.000000 Penalty: 5245.745605
	Iteration 20F: 3 clusters Score -5508694 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -5508746.000000 Penalty: 5245.745605
	Iteration 21Q: 3 clusters Score -5508746 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -5508793.500000 Penalty: 5245.745605
	Iteration 22Q: 3 clusters Score -5508794 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -5508836.000000 Penalty: 5245.745605
	Iteration 23Q: 3 clusters Score -5508836 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -5508850.500000 Penalty: 5245.745605
	Iteration 24Q: 3 clusters Score -5508850 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -5508884.000000 Penalty: 5245.745605
	Iteration 25Q: 3 clusters Score -5508884 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -5508901.500000 Penalty: 5245.745605
	Iteration 26Q: 3 clusters Score -5508902 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -5508919.000000 Penalty: 5245.745605
	Iteration 27Q: 3 clusters Score -5508919 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -5508918.500000 Penalty: 5245.745605
	Iteration 28Q: 3 clusters Score -5508918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -5508933.000000 Penalty: 5245.745605
	Iteration 29Q: 3 clusters Score -5508933 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -5508949.000000 Penalty: 5245.745605
	Iteration 30Q: 3 clusters Score -5508949 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -5508951.500000 Penalty: 5245.745605
	Iteration 31Q: 3 clusters Score -5508952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -5508951.500000 Penalty: 5245.745605
	Iteration 32Q: 3 clusters Score -5508952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -5508960.000000 Penalty: 5245.745605
	Iteration 33Q: 3 clusters Score -5508960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -5508949.500000 Penalty: 5245.745605
	Iteration 34Q: 3 clusters Score -5508950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -5508963.500000 Penalty: 5245.745605
	Iteration 35Q: 3 clusters Score -5508964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -5508976.500000 Penalty: 5245.745605
	Iteration 36Q: 3 clusters Score -5508976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -5508982.000000 Penalty: 5245.745605
	Iteration 37Q: 3 clusters Score -5508982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -5508980.000000 Penalty: 5245.745605
	Iteration 38Q: 3 clusters Score -5508980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -5508979.000000 Penalty: 5245.745605
	Iteration 39Q: 3 clusters Score -5508979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -5508978.000000 Penalty: 5245.745605
	Iteration 40F: 3 clusters Score -5508978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -5508986.500000 Penalty: 5245.745605
	Iteration 41Q: 3 clusters Score -5508986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -5508978.000000 Penalty: 5245.745605
	Iteration 42Q: 3 clusters Score -5508978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -5508983.000000 Penalty: 5245.745605
	Iteration 43Q: 3 clusters Score -5508983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -5508986.500000 Penalty: 5245.745605
	Iteration 44Q: 3 clusters Score -5508986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -5508990.000000 Penalty: 5245.745605
	Iteration 45Q: 3 clusters Score -5508990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -5508990.000000 Penalty: 5245.745605
	Iteration 46Q: 3 clusters Score -5508990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -5508991.000000 Penalty: 5245.745605
	Iteration 47Q: 3 clusters Score -5508991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -5508993.000000 Penalty: 5245.745605
	Iteration 48Q: 3 clusters Score -5508993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -5508993.500000 Penalty: 5245.745605
	Iteration 49Q: 3 clusters Score -5508994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -5508995.500000 Penalty: 5245.745605
	Iteration 50Q: 3 clusters Score -5508996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -5508992.000000 Penalty: 5245.745605
	Iteration 51Q: 3 clusters Score -5508992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -5508999.000000 Penalty: 5245.745605
	Iteration 52Q: 3 clusters Score -5508999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -5508997.500000 Penalty: 5245.745605
	Iteration 53Q: 3 clusters Score -5508998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -5508997.500000 Penalty: 5245.745605
	Iteration 54F: 3 clusters Score -5508998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67483 members 
Entering Unmasked Estep 
Score: -9448140.000000 Penalty: 2757.668457
	Iteration 0F: 2 clusters Score -9448140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -9402873.000000 Penalty: 5515.336914
	Iteration 0F: 3 clusters Score -9402873 nChanged 31469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -9420829.000000 Penalty: 5515.336914
	Iteration 1F: 3 clusters Score -9420829 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -9421663.000000 Penalty: 5515.336914
	Iteration 2Q: 3 clusters Score -9421663 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -9422831.000000 Penalty: 5515.336914
	Iteration 3Q: 3 clusters Score -9422831 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -9424755.000000 Penalty: 5515.336914
	Iteration 4Q: 3 clusters Score -9424755 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -9427375.000000 Penalty: 5515.336914
	Iteration 5F: 3 clusters Score -9427375 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -9431018.000000 Penalty: 5515.336914
	Iteration 6F: 3 clusters Score -9431018 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 55294 members 
Entering Unmasked Estep 
Score: -9435240.000000 Penalty: 5515.336914
	Iteration 7F: 3 clusters Score -9435240 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 59550 members 
Entering Unmasked Estep 
Score: -9439171.000000 Penalty: 5515.336914
	Iteration 8F: 3 clusters Score -9439171 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 62677 members 
Entering Unmasked Estep 
Score: -9441919.000000 Penalty: 5515.336914
	Iteration 9Q: 3 clusters Score -9441919 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 64663 members 
Entering Unmasked Estep 
Score: -9443681.000000 Penalty: 5515.336914
	Iteration 10Q: 3 clusters Score -9443681 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 65801 members 
Entering Unmasked Estep 
Score: -9444641.000000 Penalty: 5515.336914
	Iteration 11Q: 3 clusters Score -9444641 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 66393 members 
Entering Unmasked Estep 
Score: -9445083.000000 Penalty: 5515.336914
	Iteration 12Q: 3 clusters Score -9445083 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 66697 members 
Entering Unmasked Estep 
Score: -9445352.000000 Penalty: 5515.336914
	Iteration 13Q: 3 clusters Score -9445352 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 66835 members 
Entering Unmasked Estep 
Score: -9445505.000000 Penalty: 5515.336914
	Iteration 14Q: 3 clusters Score -9445505 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 66919 members 
Entering Unmasked Estep 
Score: -9445571.000000 Penalty: 5515.336914
	Iteration 15Q: 3 clusters Score -9445571 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 66970 members 
Entering Unmasked Estep 
Score: -9445617.000000 Penalty: 5515.336914
	Iteration 16Q: 3 clusters Score -9445617 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 67007 members 
Entering Unmasked Estep 
Score: -9445645.000000 Penalty: 5515.336914
	Iteration 17Q: 3 clusters Score -9445645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
Score: -9445657.000000 Penalty: 5515.336914
	Iteration 18Q: 3 clusters Score -9445657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 67035 members 
Entering Unmasked Estep 
Score: -9445679.000000 Penalty: 5515.336914
	Iteration 19Q: 3 clusters Score -9445679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 67042 members 
Entering Unmasked Estep 
Score: -9445699.000000 Penalty: 5515.336914
	Iteration 20F: 3 clusters Score -9445699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 67050 members 
Entering Unmasked Estep 
Score: -9445690.000000 Penalty: 5515.336914
	Iteration 21Q: 3 clusters Score -9445690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 67059 members 
Entering Unmasked Estep 
Score: -9445705.000000 Penalty: 5515.336914
	Iteration 22Q: 3 clusters Score -9445705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 67065 members 
Entering Unmasked Estep 
Score: -9445717.000000 Penalty: 5515.336914
	Iteration 23Q: 3 clusters Score -9445717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 67072 members 
Entering Unmasked Estep 
Score: -9445721.000000 Penalty: 5515.336914
	Iteration 24Q: 3 clusters Score -9445721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 67084 members 
Entering Unmasked Estep 
Score: -9445734.000000 Penalty: 5515.336914
	Iteration 25Q: 3 clusters Score -9445734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 67089 members 
Entering Unmasked Estep 
Score: -9445742.000000 Penalty: 5515.336914
	Iteration 26Q: 3 clusters Score -9445742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 67090 members 
Entering Unmasked Estep 
Score: -9445750.000000 Penalty: 5515.336914
	Iteration 27Q: 3 clusters Score -9445750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 67093 members 
Entering Unmasked Estep 
Score: -9445746.000000 Penalty: 5515.336914
	Iteration 28Q: 3 clusters Score -9445746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 67096 members 
Entering Unmasked Estep 
Score: -9445750.000000 Penalty: 5515.336914
	Iteration 29Q: 3 clusters Score -9445750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 67098 members 
Entering Unmasked Estep 
Score: -9445751.000000 Penalty: 5515.336914
	Iteration 30Q: 3 clusters Score -9445751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 67097 members 
Entering Unmasked Estep 
Score: -9445748.000000 Penalty: 5515.336914
	Iteration 31Q: 3 clusters Score -9445748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 67097 members 
Entering Unmasked Estep 
Score: -9445748.000000 Penalty: 5515.336914
	Iteration 32F: 3 clusters Score -9445748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (143540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143540 members 
Entering Unmasked Estep 
Score: -19968196.000000 Penalty: 2944.843506
	Iteration 0F: 2 clusters Score -1.99682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72081 members 
Mstep: Class 2 contains 71459 members 
Entering Unmasked Estep 
Score: -19876208.000000 Penalty: 5889.687012
	Iteration 0F: 3 clusters Score -1.987621e+07 nChanged 68296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 67163 members 
Entering Unmasked Estep 
Score: -19915822.000000 Penalty: 5889.687012
	Iteration 1F: 3 clusters Score -1.991582e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79510 members 
Mstep: Class 2 contains 64030 members 
Entering Unmasked Estep 
Score: -19917244.000000 Penalty: 5889.687012
	Iteration 2Q: 3 clusters Score -1.991724e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84376 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
Score: -19919502.000000 Penalty: 5889.687012
	Iteration 3Q: 3 clusters Score -1.99195e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91547 members 
Mstep: Class 2 contains 51993 members 
Entering Unmasked Estep 
Score: -19923858.000000 Penalty: 5889.687012
	Iteration 4F: 3 clusters Score -1.992386e+07 nChanged 10545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101634 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -19931256.000000 Penalty: 5889.687012
	Iteration 5F: 3 clusters Score -1.993126e+07 nChanged 12385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113703 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -19942014.000000 Penalty: 5889.687012
	Iteration 6F: 3 clusters Score -1.994201e+07 nChanged 11888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125445 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -19952414.000000 Penalty: 5889.687012
	Iteration 7F: 3 clusters Score -1.995241e+07 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133962 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -19959410.000000 Penalty: 5889.687012
	Iteration 8F: 3 clusters Score -1.995941e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138592 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -19962772.000000 Penalty: 5889.687012
	Iteration 9Q: 3 clusters Score -1.996277e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140759 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -19964316.000000 Penalty: 5889.687012
	Iteration 10Q: 3 clusters Score -1.996432e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141764 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -19964948.000000 Penalty: 5889.687012
	Iteration 11Q: 3 clusters Score -1.996495e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142273 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -19965284.000000 Penalty: 5889.687012
	Iteration 12Q: 3 clusters Score -1.996528e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142565 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -19965490.000000 Penalty: 5889.687012
	Iteration 13Q: 3 clusters Score -1.996549e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142708 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -19965604.000000 Penalty: 5889.687012
	Iteration 14Q: 3 clusters Score -1.99656e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142787 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -19965654.000000 Penalty: 5889.687012
	Iteration 15Q: 3 clusters Score -1.996565e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142851 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -19965696.000000 Penalty: 5889.687012
	Iteration 16Q: 3 clusters Score -1.99657e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142898 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -19965728.000000 Penalty: 5889.687012
	Iteration 17Q: 3 clusters Score -1.996573e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142930 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -19965728.000000 Penalty: 5889.687012
	Iteration 18Q: 3 clusters Score -1.996573e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142957 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -19965740.000000 Penalty: 5889.687012
	Iteration 19Q: 3 clusters Score -1.996574e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142972 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -19965760.000000 Penalty: 5889.687012
	Iteration 20F: 3 clusters Score -1.996576e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142986 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -19965780.000000 Penalty: 5889.687012
	Iteration 21Q: 3 clusters Score -1.996578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142989 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -19965776.000000 Penalty: 5889.687012
	Iteration 22Q: 3 clusters Score -1.996578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142992 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -19965770.000000 Penalty: 5889.687012
	Iteration 23Q: 3 clusters Score -1.996577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142992 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -19965762.000000 Penalty: 5889.687012
	Iteration 24Q: 3 clusters Score -1.996576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142994 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -19965778.000000 Penalty: 5889.687012
	Iteration 25Q: 3 clusters Score -1.996578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142994 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -19965786.000000 Penalty: 5889.687012
	Iteration 26Q: 3 clusters Score -1.996579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142994 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -19965786.000000 Penalty: 5889.687012
	Iteration 27F: 3 clusters Score -1.996579e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Entering Unmasked Estep 
Score: -4152777.250000 Penalty: 2563.146973
	Iteration 0F: 2 clusters Score -4152777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -4131695.500000 Penalty: 5126.293945
	Iteration 0F: 3 clusters Score -4131696 nChanged 13967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -4139744.250000 Penalty: 5126.293945
	Iteration 1F: 3 clusters Score -4139744 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -4140825.000000 Penalty: 5126.293945
	Iteration 2F: 3 clusters Score -4140825 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -4142120.000000 Penalty: 5126.293945
	Iteration 3F: 3 clusters Score -4142120 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -4143551.750000 Penalty: 5126.293945
	Iteration 4F: 3 clusters Score -4143552 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -4144899.500000 Penalty: 5126.293945
	Iteration 5F: 3 clusters Score -4144900 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -4145904.750000 Penalty: 5126.293945
	Iteration 6F: 3 clusters Score -4145905 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -4146690.750000 Penalty: 5126.293945
	Iteration 7F: 3 clusters Score -4146691 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -4147282.000000 Penalty: 5126.293945
	Iteration 8Q: 3 clusters Score -4147282 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -4147665.500000 Penalty: 5126.293945
	Iteration 9Q: 3 clusters Score -4147666 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -4147976.750000 Penalty: 5126.293945
	Iteration 10Q: 3 clusters Score -4147977 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -4148181.750000 Penalty: 5126.293945
	Iteration 11Q: 3 clusters Score -4148182 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -4148394.500000 Penalty: 5126.293945
	Iteration 12Q: 3 clusters Score -4148394 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -4148589.000000 Penalty: 5126.293945
	Iteration 13Q: 3 clusters Score -4148589 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -4148822.750000 Penalty: 5126.293945
	Iteration 14Q: 3 clusters Score -4148823 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -4149019.250000 Penalty: 5126.293945
	Iteration 15Q: 3 clusters Score -4149019 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -4149236.750000 Penalty: 5126.293945
	Iteration 16Q: 3 clusters Score -4149237 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -4149395.250000 Penalty: 5126.293945
	Iteration 17Q: 3 clusters Score -4149395 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -4149537.000000 Penalty: 5126.293945
	Iteration 18Q: 3 clusters Score -4149537 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -4149645.500000 Penalty: 5126.293945
	Iteration 19Q: 3 clusters Score -4149646 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -4149749.750000 Penalty: 5126.293945
	Iteration 20F: 3 clusters Score -4149750 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -4149807.750000 Penalty: 5126.293945
	Iteration 21Q: 3 clusters Score -4149808 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -4149842.000000 Penalty: 5126.293945
	Iteration 22Q: 3 clusters Score -4149842 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -4149872.000000 Penalty: 5126.293945
	Iteration 23Q: 3 clusters Score -4149872 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -4149893.500000 Penalty: 5126.293945
	Iteration 24Q: 3 clusters Score -4149894 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -4149897.250000 Penalty: 5126.293945
	Iteration 25Q: 3 clusters Score -4149897 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -4149916.250000 Penalty: 5126.293945
	Iteration 26Q: 3 clusters Score -4149916 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -4149918.500000 Penalty: 5126.293945
	Iteration 27Q: 3 clusters Score -4149918 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -4149922.500000 Penalty: 5126.293945
	Iteration 28Q: 3 clusters Score -4149922 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -4149922.500000 Penalty: 5126.293945
	Iteration 29Q: 3 clusters Score -4149922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -4149929.500000 Penalty: 5126.293945
	Iteration 30Q: 3 clusters Score -4149930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -4149939.000000 Penalty: 5126.293945
	Iteration 31Q: 3 clusters Score -4149939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -4149933.500000 Penalty: 5126.293945
	Iteration 32Q: 3 clusters Score -4149934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -4149938.750000 Penalty: 5126.293945
	Iteration 33Q: 3 clusters Score -4149939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -4149932.500000 Penalty: 5126.293945
	Iteration 34Q: 3 clusters Score -4149932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -4149940.000000 Penalty: 5126.293945
	Iteration 35Q: 3 clusters Score -4149940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -4149940.750000 Penalty: 5126.293945
	Iteration 36Q: 3 clusters Score -4149941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -4149939.000000 Penalty: 5126.293945
	Iteration 37Q: 3 clusters Score -4149939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -4149939.250000 Penalty: 5126.293945
	Iteration 38Q: 3 clusters Score -4149939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -4149939.000000 Penalty: 5126.293945
	Iteration 39Q: 3 clusters Score -4149939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -4149940.250000 Penalty: 5126.293945
	Iteration 40F: 3 clusters Score -4149940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -4149937.000000 Penalty: 5126.293945
	Iteration 41Q: 3 clusters Score -4149937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -4149937.250000 Penalty: 5126.293945
	Iteration 42Q: 3 clusters Score -4149937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -4149938.250000 Penalty: 5126.293945
	Iteration 43Q: 3 clusters Score -4149938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -4149938.250000 Penalty: 5126.293945
	Iteration 44F: 3 clusters Score -4149938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Entering Unmasked Estep 
Score: -1077121.875000 Penalty: 2223.339600
	Iteration 0F: 2 clusters Score -1077122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1070771.125000 Penalty: 4446.679199
	Iteration 0F: 3 clusters Score -1070771 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1072377.500000 Penalty: 4446.679199
	Iteration 1F: 3 clusters Score -1072378 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1072637.250000 Penalty: 4446.679199
	Iteration 2F: 3 clusters Score -1072637 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1072858.875000 Penalty: 4446.679199
	Iteration 3F: 3 clusters Score -1072859 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1073054.000000 Penalty: 4446.679199
	Iteration 4Q: 3 clusters Score -1073054 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1073272.250000 Penalty: 4446.679199
	Iteration 5Q: 3 clusters Score -1073272 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1073505.125000 Penalty: 4446.679199
	Iteration 6Q: 3 clusters Score -1073505 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1073774.250000 Penalty: 4446.679199
	Iteration 7Q: 3 clusters Score -1073774 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1074042.500000 Penalty: 4446.679199
	Iteration 8Q: 3 clusters Score -1074042 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1074272.000000 Penalty: 4446.679199
	Iteration 9Q: 3 clusters Score -1074272 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1074444.250000 Penalty: 4446.679199
	Iteration 10Q: 3 clusters Score -1074444 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1074618.625000 Penalty: 4446.679199
	Iteration 11Q: 3 clusters Score -1074619 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1074765.250000 Penalty: 4446.679199
	Iteration 12Q: 3 clusters Score -1074765 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1074868.125000 Penalty: 4446.679199
	Iteration 13Q: 3 clusters Score -1074868 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1074945.000000 Penalty: 4446.679199
	Iteration 14Q: 3 clusters Score -1074945 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1075002.500000 Penalty: 4446.679199
	Iteration 15Q: 3 clusters Score -1075002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1075040.375000 Penalty: 4446.679199
	Iteration 16Q: 3 clusters Score -1075040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1075080.750000 Penalty: 4446.679199
	Iteration 17Q: 3 clusters Score -1075081 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1075109.375000 Penalty: 4446.679199
	Iteration 18Q: 3 clusters Score -1075109 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1075135.625000 Penalty: 4446.679199
	Iteration 19Q: 3 clusters Score -1075136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1075148.625000 Penalty: 4446.679199
	Iteration 20F: 3 clusters Score -1075149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1075158.625000 Penalty: 4446.679199
	Iteration 21Q: 3 clusters Score -1075159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1075168.250000 Penalty: 4446.679199
	Iteration 22Q: 3 clusters Score -1075168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1075175.750000 Penalty: 4446.679199
	Iteration 23Q: 3 clusters Score -1075176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1075184.375000 Penalty: 4446.679199
	Iteration 24Q: 3 clusters Score -1075184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1075184.375000 Penalty: 4446.679199
	Iteration 25Q: 3 clusters Score -1075184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1075188.000000 Penalty: 4446.679199
	Iteration 26Q: 3 clusters Score -1075188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1075192.875000 Penalty: 4446.679199
	Iteration 27Q: 3 clusters Score -1075193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1075194.875000 Penalty: 4446.679199
	Iteration 28Q: 3 clusters Score -1075195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1075196.750000 Penalty: 4446.679199
	Iteration 29Q: 3 clusters Score -1075197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1075199.750000 Penalty: 4446.679199
	Iteration 30Q: 3 clusters Score -1075200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1075204.375000 Penalty: 4446.679199
	Iteration 31Q: 3 clusters Score -1075204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1075205.500000 Penalty: 4446.679199
	Iteration 32Q: 3 clusters Score -1075206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1075208.875000 Penalty: 4446.679199
	Iteration 33Q: 3 clusters Score -1075209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1075208.875000 Penalty: 4446.679199
	Iteration 34F: 3 clusters Score -1075209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -126737.164062 Penalty: 1708.871094
	Iteration 0F: 2 clusters Score -126737.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -124794.476562 Penalty: 3417.742188
	Iteration 0F: 3 clusters Score -124794.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -125073.632812 Penalty: 3417.742188
	Iteration 1F: 3 clusters Score -125073.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -125182.992188 Penalty: 3417.742188
	Iteration 2F: 3 clusters Score -125183 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -125292.390625 Penalty: 3417.742188
	Iteration 3F: 3 clusters Score -125292.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -125372.390625 Penalty: 3417.742188
	Iteration 4Q: 3 clusters Score -125372.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -125477.382812 Penalty: 3417.742188
	Iteration 5Q: 3 clusters Score -125477.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -125560.632812 Penalty: 3417.742188
	Iteration 6Q: 3 clusters Score -125560.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -125614.375000 Penalty: 3417.742188
	Iteration 7Q: 3 clusters Score -125614.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -125684.054688 Penalty: 3417.742188
	Iteration 8Q: 3 clusters Score -125684.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -125747.062500 Penalty: 3417.742188
	Iteration 9Q: 3 clusters Score -125747.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -125811.609375 Penalty: 3417.742188
	Iteration 10Q: 3 clusters Score -125811.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -125853.937500 Penalty: 3417.742188
	Iteration 11Q: 3 clusters Score -125853.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -125895.804688 Penalty: 3417.742188
	Iteration 12Q: 3 clusters Score -125895.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -125943.101562 Penalty: 3417.742188
	Iteration 13Q: 3 clusters Score -125943.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -125988.906250 Penalty: 3417.742188
	Iteration 14Q: 3 clusters Score -125988.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -126022.460938 Penalty: 3417.742188
	Iteration 15Q: 3 clusters Score -126022.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -126048.695312 Penalty: 3417.742188
	Iteration 16Q: 3 clusters Score -126048.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -126065.500000 Penalty: 3417.742188
	Iteration 17Q: 3 clusters Score -126065.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -126081.062500 Penalty: 3417.742188
	Iteration 18Q: 3 clusters Score -126081.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -126087.164062 Penalty: 3417.742188
	Iteration 19Q: 3 clusters Score -126087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -126089.000000 Penalty: 3417.742188
	Iteration 20F: 3 clusters Score -126089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (171033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171033 members 
Entering Unmasked Estep 
Score: -23736940.000000 Penalty: 2988.303711
	Iteration 0F: 2 clusters Score -2.373694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85258 members 
Mstep: Class 2 contains 85775 members 
Entering Unmasked Estep 
Score: -23627922.000000 Penalty: 5976.607422
	Iteration 0F: 3 clusters Score -2.362792e+07 nChanged 81965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80853 members 
Mstep: Class 2 contains 90180 members 
Entering Unmasked Estep 
Score: -23675702.000000 Penalty: 5976.607422
	Iteration 1F: 3 clusters Score -2.36757e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78044 members 
Mstep: Class 2 contains 92989 members 
Entering Unmasked Estep 
Score: -23676904.000000 Penalty: 5976.607422
	Iteration 2Q: 3 clusters Score -2.36769e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73620 members 
Mstep: Class 2 contains 97413 members 
Entering Unmasked Estep 
Score: -23679020.000000 Penalty: 5976.607422
	Iteration 3Q: 3 clusters Score -2.367902e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66946 members 
Mstep: Class 2 contains 104087 members 
Entering Unmasked Estep 
Score: -23682300.000000 Penalty: 5976.607422
	Iteration 4Q: 3 clusters Score -2.36823e+07 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57560 members 
Mstep: Class 2 contains 113473 members 
Entering Unmasked Estep 
Score: -23688032.000000 Penalty: 5976.607422
	Iteration 5F: 3 clusters Score -2.368803e+07 nChanged 12325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 125598 members 
Entering Unmasked Estep 
Score: -23696820.000000 Penalty: 5976.607422
	Iteration 6F: 3 clusters Score -2.369682e+07 nChanged 13783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 139249 members 
Entering Unmasked Estep 
Score: -23707366.000000 Penalty: 5976.607422
	Iteration 7F: 3 clusters Score -2.370737e+07 nChanged 12450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 151605 members 
Entering Unmasked Estep 
Score: -23717502.000000 Penalty: 5976.607422
	Iteration 8F: 3 clusters Score -2.37175e+07 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 160458 members 
Entering Unmasked Estep 
Score: -23725068.000000 Penalty: 5976.607422
	Iteration 9F: 3 clusters Score -2.372507e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 165417 members 
Entering Unmasked Estep 
Score: -23729474.000000 Penalty: 5976.607422
	Iteration 10Q: 3 clusters Score -2.372947e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 167784 members 
Entering Unmasked Estep 
Score: -23731564.000000 Penalty: 5976.607422
	Iteration 11Q: 3 clusters Score -2.373156e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 168909 members 
Entering Unmasked Estep 
Score: -23732682.000000 Penalty: 5976.607422
	Iteration 12Q: 3 clusters Score -2.373268e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 169452 members 
Entering Unmasked Estep 
Score: -23733238.000000 Penalty: 5976.607422
	Iteration 13Q: 3 clusters Score -2.373324e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 169729 members 
Entering Unmasked Estep 
Score: -23733548.000000 Penalty: 5976.607422
	Iteration 14Q: 3 clusters Score -2.373355e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 169897 members 
Entering Unmasked Estep 
Score: -23733732.000000 Penalty: 5976.607422
	Iteration 15Q: 3 clusters Score -2.373373e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 170014 members 
Entering Unmasked Estep 
Score: -23733866.000000 Penalty: 5976.607422
	Iteration 16Q: 3 clusters Score -2.373387e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 170087 members 
Entering Unmasked Estep 
Score: -23733926.000000 Penalty: 5976.607422
	Iteration 17Q: 3 clusters Score -2.373393e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 170127 members 
Entering Unmasked Estep 
Score: -23733984.000000 Penalty: 5976.607422
	Iteration 18Q: 3 clusters Score -2.373398e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 170158 members 
Entering Unmasked Estep 
Score: -23734026.000000 Penalty: 5976.607422
	Iteration 19Q: 3 clusters Score -2.373403e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 170173 members 
Entering Unmasked Estep 
Score: -23734062.000000 Penalty: 5976.607422
	Iteration 20F: 3 clusters Score -2.373406e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 170183 members 
Entering Unmasked Estep 
Score: -23734088.000000 Penalty: 5976.607422
	Iteration 21Q: 3 clusters Score -2.373409e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 170198 members 
Entering Unmasked Estep 
Score: -23734082.000000 Penalty: 5976.607422
	Iteration 22Q: 3 clusters Score -2.373408e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 170208 members 
Entering Unmasked Estep 
Score: -23734088.000000 Penalty: 5976.607422
	Iteration 23Q: 3 clusters Score -2.373409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 170213 members 
Entering Unmasked Estep 
Score: -23734076.000000 Penalty: 5976.607422
	Iteration 24Q: 3 clusters Score -2.373408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 170220 members 
Entering Unmasked Estep 
Score: -23734102.000000 Penalty: 5976.607422
	Iteration 25Q: 3 clusters Score -2.37341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 170228 members 
Entering Unmasked Estep 
Score: -23734094.000000 Penalty: 5976.607422
	Iteration 26Q: 3 clusters Score -2.373409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 170232 members 
Entering Unmasked Estep 
Score: -23734092.000000 Penalty: 5976.607422
	Iteration 27Q: 3 clusters Score -2.373409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 170235 members 
Entering Unmasked Estep 
Score: -23734102.000000 Penalty: 5976.607422
	Iteration 28Q: 3 clusters Score -2.37341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 170239 members 
Entering Unmasked Estep 
Score: -23734112.000000 Penalty: 5976.607422
	Iteration 29Q: 3 clusters Score -2.373411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 170246 members 
Entering Unmasked Estep 
Score: -23734106.000000 Penalty: 5976.607422
	Iteration 30Q: 3 clusters Score -2.373411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 170251 members 
Entering Unmasked Estep 
Score: -23734128.000000 Penalty: 5976.607422
	Iteration 31Q: 3 clusters Score -2.373413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 170249 members 
Entering Unmasked Estep 
Score: -23734106.000000 Penalty: 5976.607422
	Iteration 32Q: 3 clusters Score -2.373411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 170248 members 
Entering Unmasked Estep 
Score: -23734108.000000 Penalty: 5976.607422
	Iteration 33Q: 3 clusters Score -2.373411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 170243 members 
Entering Unmasked Estep 
Score: -23734118.000000 Penalty: 5976.607422
	Iteration 34Q: 3 clusters Score -2.373412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 170241 members 
Entering Unmasked Estep 
Score: -23734120.000000 Penalty: 5976.607422
	Iteration 35Q: 3 clusters Score -2.373412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 170241 members 
Entering Unmasked Estep 
Score: -23734112.000000 Penalty: 5976.607422
	Iteration 36Q: 3 clusters Score -2.373411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 170241 members 
Entering Unmasked Estep 
Score: -23734114.000000 Penalty: 5976.607422
	Iteration 37Q: 3 clusters Score -2.373411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 170240 members 
Entering Unmasked Estep 
Score: -23734118.000000 Penalty: 5976.607422
	Iteration 38Q: 3 clusters Score -2.373412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 170241 members 
Entering Unmasked Estep 
Score: -23734128.000000 Penalty: 5976.607422
	Iteration 39Q: 3 clusters Score -2.373413e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 170244 members 
Entering Unmasked Estep 
Score: -23734142.000000 Penalty: 5976.607422
	Iteration 40F: 3 clusters Score -2.373414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 170251 members 
Entering Unmasked Estep 
Score: -23734148.000000 Penalty: 5976.607422
	Iteration 41Q: 3 clusters Score -2.373415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 170257 members 
Entering Unmasked Estep 
Score: -23734140.000000 Penalty: 5976.607422
	Iteration 42Q: 3 clusters Score -2.373414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 170262 members 
Entering Unmasked Estep 
Score: -23734176.000000 Penalty: 5976.607422
	Iteration 43Q: 3 clusters Score -2.373418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 170265 members 
Entering Unmasked Estep 
Score: -23734180.000000 Penalty: 5976.607422
	Iteration 44Q: 3 clusters Score -2.373418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 170265 members 
Entering Unmasked Estep 
Score: -23734178.000000 Penalty: 5976.607422
	Iteration 45Q: 3 clusters Score -2.373418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 170268 members 
Entering Unmasked Estep 
Score: -23734160.000000 Penalty: 5976.607422
	Iteration 46Q: 3 clusters Score -2.373416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 170268 members 
Entering Unmasked Estep 
Score: -23734158.000000 Penalty: 5976.607422
	Iteration 47Q: 3 clusters Score -2.373416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 170270 members 
Entering Unmasked Estep 
Score: -23734182.000000 Penalty: 5976.607422
	Iteration 48Q: 3 clusters Score -2.373418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 170271 members 
Entering Unmasked Estep 
Score: -23734170.000000 Penalty: 5976.607422
	Iteration 49Q: 3 clusters Score -2.373417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 170273 members 
Entering Unmasked Estep 
Score: -23734160.000000 Penalty: 5976.607422
	Iteration 50Q: 3 clusters Score -2.373416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 170273 members 
Entering Unmasked Estep 
Score: -23734160.000000 Penalty: 5976.607422
	Iteration 51F: 3 clusters Score -2.373416e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -65575.898438 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -65575.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64119.406250 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -64119.41 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -64322.164062 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -64322.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -64376.085938 Penalty: 3111.347168
	Iteration 2Q: 3 clusters Score -64376.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64393.312500 Penalty: 3111.347168
	Iteration 3Q: 3 clusters Score -64393.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64404.968750 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -64404.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64410.039062 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -64410.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -64418.972656 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -64418.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64426.500000 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -64426.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -64430.285156 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -64430.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -64451.695312 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -64451.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -64502.679688 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -64502.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64559.972656 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -64559.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -64623.339844 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -64623.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -64742.648438 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -64742.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -64868.144531 Penalty: 3111.347168
	Iteration 14Q: 3 clusters Score -64868.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -64978.648438 Penalty: 3111.347168
	Iteration 15Q: 3 clusters Score -64978.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -65051.933594 Penalty: 3111.347168
	Iteration 16Q: 3 clusters Score -65051.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -65093.761719 Penalty: 3111.347168
	Iteration 17Q: 3 clusters Score -65093.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -65155.152344 Penalty: 3111.347168
	Iteration 18Q: 3 clusters Score -65155.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -65230.890625 Penalty: 3111.347168
	Iteration 19Q: 3 clusters Score -65230.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -65362.894531 Penalty: 3111.347168
	Iteration 20F: 3 clusters Score -65362.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -65482.519531 Penalty: 3111.347168
	Iteration 21Q: 3 clusters Score -65482.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -65687.140625 Penalty: 3111.347168
	Iteration 22Q: 3 clusters Score -65687.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -65778.640625 Penalty: 3111.347168
	Iteration 23Q: 3 clusters Score -65778.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -65792.015625 Penalty: 3111.347168
	Iteration 24Q: 3 clusters Score -65792.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -65800.718750 Penalty: 3111.347168
	Iteration 25Q: 3 clusters Score -65800.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -65804.609375 Penalty: 3111.347168
	Iteration 26Q: 3 clusters Score -65804.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -65807.585938 Penalty: 3111.347168
	Iteration 27Q: 3 clusters Score -65807.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -65807.585938 Penalty: 3111.347168
	Iteration 28F: 3 clusters Score -65807.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 146509 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54941 members 
Mstep: Class 5 contains 8360 members 
Mstep: Class 6 contains 49095 members 
Mstep: Class 7 contains 10994 members 
Mstep: Class 8 contains 34661 members 
Mstep: Class 9 contains 41776 members 
Mstep: Class 10 contains 14053 members 
Mstep: Class 11 contains 36987 members 
Mstep: Class 12 contains 50092 members 
Mstep: Class 13 contains 398 members 
Mstep: Class 14 contains 84629 members 
Mstep: Class 15 contains 39187 members 
Mstep: Class 16 contains 67483 members 
Mstep: Class 17 contains 143540 members 
Mstep: Class 18 contains 30800 members 
Mstep: Class 19 contains 7825 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 171033 members 
Mstep: Class 22 contains 132 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18027 members 
Mstep: Class 25 contains 6671 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5572 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 2740 members 
Entering Unmasked Estep 
Score: -142943024.000000 Penalty: 103175.226562
Splitting cluster 22 changes total score from -142944400.000000 to -142943024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -357458.812500 Penalty: 1960.366577
	Iteration 0F: 2 clusters Score -357458.8 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 1320 members 
Entering Unmasked Estep 
Score: -354340.687500 Penalty: 3920.733154
	Iteration 0F: 3 clusters Score -354340.7 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -355020.375000 Penalty: 3920.733154
	Iteration 1F: 3 clusters Score -355020.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -355269.406250 Penalty: 3920.733154
	Iteration 2F: 3 clusters Score -355269.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -355419.312500 Penalty: 3920.733154
	Iteration 3F: 3 clusters Score -355419.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -355535.625000 Penalty: 3920.733154
	Iteration 4Q: 3 clusters Score -355535.6 nChanged 133
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: -355650.562500 Penalty: 3920.733154
	Iteration 5Q: 3 clusters Score -355650.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -355754.843750 Penalty: 3920.733154
	Iteration 6Q: 3 clusters Score -355754.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -355869.093750 Penalty: 3920.733154
	Iteration 7Q: 3 clusters Score -355869.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -355966.093750 Penalty: 3920.733154
	Iteration 8Q: 3 clusters Score -355966.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -356055.000000 Penalty: 3920.733154
	Iteration 9Q: 3 clusters Score -356055 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -356129.281250 Penalty: 3920.733154
	Iteration 10Q: 3 clusters Score -356129.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -356198.250000 Penalty: 3920.733154
	Iteration 11Q: 3 clusters Score -356198.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -356252.187500 Penalty: 3920.733154
	Iteration 12Q: 3 clusters Score -356252.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -356299.656250 Penalty: 3920.733154
	Iteration 13Q: 3 clusters Score -356299.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -356330.625000 Penalty: 3920.733154
	Iteration 14Q: 3 clusters Score -356330.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -356356.093750 Penalty: 3920.733154
	Iteration 15Q: 3 clusters Score -356356.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -356370.750000 Penalty: 3920.733154
	Iteration 16Q: 3 clusters Score -356370.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -356379.125000 Penalty: 3920.733154
	Iteration 17Q: 3 clusters Score -356379.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -356387.500000 Penalty: 3920.733154
	Iteration 18Q: 3 clusters Score -356387.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -356395.531250 Penalty: 3920.733154
	Iteration 19Q: 3 clusters Score -356395.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -356402.250000 Penalty: 3920.733154
	Iteration 20F: 3 clusters Score -356402.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -356406.906250 Penalty: 3920.733154
	Iteration 21Q: 3 clusters Score -356406.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -356408.750000 Penalty: 3920.733154
	Iteration 22Q: 3 clusters Score -356408.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -356411.031250 Penalty: 3920.733154
	Iteration 23Q: 3 clusters Score -356411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -356412.968750 Penalty: 3920.733154
	Iteration 24Q: 3 clusters Score -356413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -356415.656250 Penalty: 3920.733154
	Iteration 25Q: 3 clusters Score -356415.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -356418.875000 Penalty: 3920.733154
	Iteration 26Q: 3 clusters Score -356418.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -356420.375000 Penalty: 3920.733154
	Iteration 27Q: 3 clusters Score -356420.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -356424.312500 Penalty: 3920.733154
	Iteration 28Q: 3 clusters Score -356424.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -356424.687500 Penalty: 3920.733154
	Iteration 29Q: 3 clusters Score -356424.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -356424.468750 Penalty: 3920.733154
	Iteration 30Q: 3 clusters Score -356424.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -356426.656250 Penalty: 3920.733154
	Iteration 31Q: 3 clusters Score -356426.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -356426.906250 Penalty: 3920.733154
	Iteration 32Q: 3 clusters Score -356426.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -356426.906250 Penalty: 3920.733154
	Iteration 33F: 3 clusters Score -356426.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Entering Unmasked Estep 
Score: -2465244.500000 Penalty: 2430.307373
	Iteration 0F: 2 clusters Score -2465244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2452473.500000 Penalty: 4860.614746
	Iteration 0F: 3 clusters Score -2452474 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2456872.250000 Penalty: 4860.614746
	Iteration 1F: 3 clusters Score -2456872 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2457453.750000 Penalty: 4860.614746
	Iteration 2F: 3 clusters Score -2457454 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2458033.250000 Penalty: 4860.614746
	Iteration 3F: 3 clusters Score -2458033 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2458631.000000 Penalty: 4860.614746
	Iteration 4F: 3 clusters Score -2458631 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2459348.750000 Penalty: 4860.614746
	Iteration 5F: 3 clusters Score -2459349 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2460228.500000 Penalty: 4860.614746
	Iteration 6F: 3 clusters Score -2460228 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2461147.750000 Penalty: 4860.614746
	Iteration 7F: 3 clusters Score -2461148 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2461944.250000 Penalty: 4860.614746
	Iteration 8F: 3 clusters Score -2461944 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2462452.250000 Penalty: 4860.614746
	Iteration 9Q: 3 clusters Score -2462452 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2462738.000000 Penalty: 4860.614746
	Iteration 10Q: 3 clusters Score -2462738 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2462910.000000 Penalty: 4860.614746
	Iteration 11Q: 3 clusters Score -2462910 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2463004.000000 Penalty: 4860.614746
	Iteration 12Q: 3 clusters Score -2463004 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2463068.500000 Penalty: 4860.614746
	Iteration 13Q: 3 clusters Score -2463068 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2463112.250000 Penalty: 4860.614746
	Iteration 14Q: 3 clusters Score -2463112 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2463169.250000 Penalty: 4860.614746
	Iteration 15Q: 3 clusters Score -2463169 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2463209.500000 Penalty: 4860.614746
	Iteration 16Q: 3 clusters Score -2463210 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2463247.250000 Penalty: 4860.614746
	Iteration 17Q: 3 clusters Score -2463247 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2463297.250000 Penalty: 4860.614746
	Iteration 18Q: 3 clusters Score -2463297 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2463333.000000 Penalty: 4860.614746
	Iteration 19Q: 3 clusters Score -2463333 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2463380.000000 Penalty: 4860.614746
	Iteration 20F: 3 clusters Score -2463380 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2463416.750000 Penalty: 4860.614746
	Iteration 21Q: 3 clusters Score -2463417 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2463451.250000 Penalty: 4860.614746
	Iteration 22Q: 3 clusters Score -2463451 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2463489.000000 Penalty: 4860.614746
	Iteration 23Q: 3 clusters Score -2463489 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2463525.000000 Penalty: 4860.614746
	Iteration 24Q: 3 clusters Score -2463525 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2463545.500000 Penalty: 4860.614746
	Iteration 25Q: 3 clusters Score -2463546 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2463561.000000 Penalty: 4860.614746
	Iteration 26Q: 3 clusters Score -2463561 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2463581.250000 Penalty: 4860.614746
	Iteration 27Q: 3 clusters Score -2463581 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2463589.500000 Penalty: 4860.614746
	Iteration 28Q: 3 clusters Score -2463590 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2463608.000000 Penalty: 4860.614746
	Iteration 29Q: 3 clusters Score -2463608 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2463618.750000 Penalty: 4860.614746
	Iteration 30Q: 3 clusters Score -2463619 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2463634.750000 Penalty: 4860.614746
	Iteration 31Q: 3 clusters Score -2463635 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2463644.000000 Penalty: 4860.614746
	Iteration 32Q: 3 clusters Score -2463644 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2463662.750000 Penalty: 4860.614746
	Iteration 33Q: 3 clusters Score -2463663 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2463673.750000 Penalty: 4860.614746
	Iteration 34Q: 3 clusters Score -2463674 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2463678.500000 Penalty: 4860.614746
	Iteration 35Q: 3 clusters Score -2463678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2463692.500000 Penalty: 4860.614746
	Iteration 36Q: 3 clusters Score -2463692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2463699.500000 Penalty: 4860.614746
	Iteration 37Q: 3 clusters Score -2463700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2463700.750000 Penalty: 4860.614746
	Iteration 38Q: 3 clusters Score -2463701 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2463702.500000 Penalty: 4860.614746
	Iteration 39Q: 3 clusters Score -2463702 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2463709.250000 Penalty: 4860.614746
	Iteration 40F: 3 clusters Score -2463709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2463710.000000 Penalty: 4860.614746
	Iteration 41Q: 3 clusters Score -2463710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2463709.750000 Penalty: 4860.614746
	Iteration 42Q: 3 clusters Score -2463710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2463714.750000 Penalty: 4860.614746
	Iteration 43Q: 3 clusters Score -2463715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2463706.750000 Penalty: 4860.614746
	Iteration 44Q: 3 clusters Score -2463707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2463718.500000 Penalty: 4860.614746
	Iteration 45Q: 3 clusters Score -2463718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2463720.250000 Penalty: 4860.614746
	Iteration 46Q: 3 clusters Score -2463720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2463723.000000 Penalty: 4860.614746
	Iteration 47Q: 3 clusters Score -2463723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2463727.500000 Penalty: 4860.614746
	Iteration 48Q: 3 clusters Score -2463728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2463731.250000 Penalty: 4860.614746
	Iteration 49Q: 3 clusters Score -2463731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2463735.750000 Penalty: 4860.614746
	Iteration 50Q: 3 clusters Score -2463736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -2463736.000000 Penalty: 4860.614746
	Iteration 51Q: 3 clusters Score -2463736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2463737.500000 Penalty: 4860.614746
	Iteration 52Q: 3 clusters Score -2463738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2463739.750000 Penalty: 4860.614746
	Iteration 53Q: 3 clusters Score -2463740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2463740.250000 Penalty: 4860.614746
	Iteration 54Q: 3 clusters Score -2463740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2463734.750000 Penalty: 4860.614746
	Iteration 55Q: 3 clusters Score -2463735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2463735.750000 Penalty: 4860.614746
	Iteration 56Q: 3 clusters Score -2463736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2463732.250000 Penalty: 4860.614746
	Iteration 57Q: 3 clusters Score -2463732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2463738.750000 Penalty: 4860.614746
	Iteration 58Q: 3 clusters Score -2463739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2463737.750000 Penalty: 4860.614746
	Iteration 59Q: 3 clusters Score -2463738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2463740.250000 Penalty: 4860.614746
	Iteration 60F: 3 clusters Score -2463740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2463737.500000 Penalty: 4860.614746
	Iteration 61Q: 3 clusters Score -2463738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2463737.750000 Penalty: 4860.614746
	Iteration 62Q: 3 clusters Score -2463738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2463740.500000 Penalty: 4860.614746
	Iteration 63Q: 3 clusters Score -2463740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2463739.000000 Penalty: 4860.614746
	Iteration 64Q: 3 clusters Score -2463739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2463743.000000 Penalty: 4860.614746
	Iteration 65Q: 3 clusters Score -2463743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2463747.000000 Penalty: 4860.614746
	Iteration 66Q: 3 clusters Score -2463747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2463748.750000 Penalty: 4860.614746
	Iteration 67Q: 3 clusters Score -2463749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2463745.250000 Penalty: 4860.614746
	Iteration 68Q: 3 clusters Score -2463745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2463745.750000 Penalty: 4860.614746
	Iteration 69Q: 3 clusters Score -2463746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2463750.500000 Penalty: 4860.614746
	Iteration 70Q: 3 clusters Score -2463750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2463742.750000 Penalty: 4860.614746
	Iteration 71Q: 3 clusters Score -2463743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2463746.250000 Penalty: 4860.614746
	Iteration 72Q: 3 clusters Score -2463746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2463749.750000 Penalty: 4860.614746
	Iteration 73Q: 3 clusters Score -2463750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2463752.000000 Penalty: 4860.614746
	Iteration 74Q: 3 clusters Score -2463752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2463761.500000 Penalty: 4860.614746
	Iteration 75Q: 3 clusters Score -2463762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2463756.250000 Penalty: 4860.614746
	Iteration 76Q: 3 clusters Score -2463756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2463767.750000 Penalty: 4860.614746
	Iteration 77Q: 3 clusters Score -2463768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2463772.750000 Penalty: 4860.614746
	Iteration 78Q: 3 clusters Score -2463773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2463783.250000 Penalty: 4860.614746
	Iteration 79Q: 3 clusters Score -2463783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2463782.000000 Penalty: 4860.614746
	Iteration 80F: 3 clusters Score -2463782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2463788.000000 Penalty: 4860.614746
	Iteration 81Q: 3 clusters Score -2463788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2463786.500000 Penalty: 4860.614746
	Iteration 82Q: 3 clusters Score -2463786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2463789.250000 Penalty: 4860.614746
	Iteration 83Q: 3 clusters Score -2463789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2463786.750000 Penalty: 4860.614746
	Iteration 84Q: 3 clusters Score -2463787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2463783.250000 Penalty: 4860.614746
	Iteration 85Q: 3 clusters Score -2463783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2463785.500000 Penalty: 4860.614746
	Iteration 86Q: 3 clusters Score -2463786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2463785.250000 Penalty: 4860.614746
	Iteration 87Q: 3 clusters Score -2463785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2463786.750000 Penalty: 4860.614746
	Iteration 88Q: 3 clusters Score -2463787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2463784.000000 Penalty: 4860.614746
	Iteration 89Q: 3 clusters Score -2463784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2463785.000000 Penalty: 4860.614746
	Iteration 90Q: 3 clusters Score -2463785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2463789.500000 Penalty: 4860.614746
	Iteration 91Q: 3 clusters Score -2463790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2463787.000000 Penalty: 4860.614746
	Iteration 92Q: 3 clusters Score -2463787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2463786.000000 Penalty: 4860.614746
	Iteration 93Q: 3 clusters Score -2463786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2463786.750000 Penalty: 4860.614746
	Iteration 94Q: 3 clusters Score -2463787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2463786.750000 Penalty: 4860.614746
	Iteration 95Q: 3 clusters Score -2463787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2463786.750000 Penalty: 4860.614746
	Iteration 96F: 3 clusters Score -2463787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Entering Unmasked Estep 
Score: -888526.062500 Penalty: 2183.770264
	Iteration 0F: 2 clusters Score -888526.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -882971.125000 Penalty: 4367.540527
	Iteration 0F: 3 clusters Score -882971.1 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -884440.500000 Penalty: 4367.540527
	Iteration 1F: 3 clusters Score -884440.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -884765.937500 Penalty: 4367.540527
	Iteration 2F: 3 clusters Score -884765.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -885088.500000 Penalty: 4367.540527
	Iteration 3F: 3 clusters Score -885088.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -885557.937500 Penalty: 4367.540527
	Iteration 4F: 3 clusters Score -885557.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -886075.875000 Penalty: 4367.540527
	Iteration 5F: 3 clusters Score -886075.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -886607.625000 Penalty: 4367.540527
	Iteration 6F: 3 clusters Score -886607.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -887109.750000 Penalty: 4367.540527
	Iteration 7F: 3 clusters Score -887109.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -887500.625000 Penalty: 4367.540527
	Iteration 8F: 3 clusters Score -887500.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -887719.437500 Penalty: 4367.540527
	Iteration 9Q: 3 clusters Score -887719.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -887876.250000 Penalty: 4367.540527
	Iteration 10Q: 3 clusters Score -887876.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -887982.750000 Penalty: 4367.540527
	Iteration 11Q: 3 clusters Score -887982.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -888067.625000 Penalty: 4367.540527
	Iteration 12Q: 3 clusters Score -888067.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -888147.500000 Penalty: 4367.540527
	Iteration 13Q: 3 clusters Score -888147.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -888272.500000 Penalty: 4367.540527
	Iteration 14Q: 3 clusters Score -888272.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -888449.437500 Penalty: 4367.540527
	Iteration 15Q: 3 clusters Score -888449.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -888532.937500 Penalty: 4367.540527
	Iteration 16Q: 3 clusters Score -888532.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -888573.437500 Penalty: 4367.540527
	Iteration 17Q: 3 clusters Score -888573.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -888592.562500 Penalty: 4367.540527
	Iteration 18Q: 3 clusters Score -888592.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -888604.500000 Penalty: 4367.540527
	Iteration 19Q: 3 clusters Score -888604.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -888606.062500 Penalty: 4367.540527
	Iteration 20F: 3 clusters Score -888606.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -888608.312500 Penalty: 4367.540527
	Iteration 21Q: 3 clusters Score -888608.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -888608.687500 Penalty: 4367.540527
	Iteration 22Q: 3 clusters Score -888608.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -888609.312500 Penalty: 4367.540527
	Iteration 23Q: 3 clusters Score -888609.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -888610.375000 Penalty: 4367.540527
	Iteration 24Q: 3 clusters Score -888610.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -888610.875000 Penalty: 4367.540527
	Iteration 25Q: 3 clusters Score -888610.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -888610.875000 Penalty: 4367.540527
	Iteration 26F: 3 clusters Score -888610.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 146509 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54941 members 
Mstep: Class 5 contains 8360 members 
Mstep: Class 6 contains 49095 members 
Mstep: Class 7 contains 10994 members 
Mstep: Class 8 contains 34661 members 
Mstep: Class 9 contains 41776 members 
Mstep: Class 10 contains 14053 members 
Mstep: Class 11 contains 36987 members 
Mstep: Class 12 contains 50092 members 
Mstep: Class 13 contains 3415 members 
Mstep: Class 14 contains 84629 members 
Mstep: Class 15 contains 39187 members 
Mstep: Class 16 contains 67483 members 
Mstep: Class 17 contains 143540 members 
Mstep: Class 18 contains 30800 members 
Mstep: Class 19 contains 7825 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 171033 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18027 members 
Mstep: Class 25 contains 3256 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5572 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 2740 members 
Entering Unmasked Estep 
Score: -142943360.000000 Penalty: 103175.226562
Splitting cluster 25 changes total score from -142944400.000000 to -142943360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (6975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Entering Unmasked Estep 
Score: -956028.875000 Penalty: 2194.821533
	Iteration 0F: 2 clusters Score -956028.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -950217.375000 Penalty: 4389.643066
	Iteration 0F: 3 clusters Score -950217.4 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -951738.937500 Penalty: 4389.643066
	Iteration 1F: 3 clusters Score -951738.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -952008.625000 Penalty: 4389.643066
	Iteration 2F: 3 clusters Score -952008.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -952180.437500 Penalty: 4389.643066
	Iteration 3F: 3 clusters Score -952180.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -952292.125000 Penalty: 4389.643066
	Iteration 4Q: 3 clusters Score -952292.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -952381.062500 Penalty: 4389.643066
	Iteration 5Q: 3 clusters Score -952381.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -952444.687500 Penalty: 4389.643066
	Iteration 6Q: 3 clusters Score -952444.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -952519.187500 Penalty: 4389.643066
	Iteration 7Q: 3 clusters Score -952519.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -952585.562500 Penalty: 4389.643066
	Iteration 8Q: 3 clusters Score -952585.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -952635.937500 Penalty: 4389.643066
	Iteration 9Q: 3 clusters Score -952635.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -952681.250000 Penalty: 4389.643066
	Iteration 10Q: 3 clusters Score -952681.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -952737.750000 Penalty: 4389.643066
	Iteration 11Q: 3 clusters Score -952737.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -952794.187500 Penalty: 4389.643066
	Iteration 12Q: 3 clusters Score -952794.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -952850.312500 Penalty: 4389.643066
	Iteration 13Q: 3 clusters Score -952850.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -952899.937500 Penalty: 4389.643066
	Iteration 14Q: 3 clusters Score -952899.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -952960.312500 Penalty: 4389.643066
	Iteration 15Q: 3 clusters Score -952960.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -953015.187500 Penalty: 4389.643066
	Iteration 16Q: 3 clusters Score -953015.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -953084.312500 Penalty: 4389.643066
	Iteration 17Q: 3 clusters Score -953084.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -953150.000000 Penalty: 4389.643066
	Iteration 18Q: 3 clusters Score -953150 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -953216.187500 Penalty: 4389.643066
	Iteration 19Q: 3 clusters Score -953216.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -953277.500000 Penalty: 4389.643066
	Iteration 20F: 3 clusters Score -953277.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -953335.187500 Penalty: 4389.643066
	Iteration 21Q: 3 clusters Score -953335.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -953381.187500 Penalty: 4389.643066
	Iteration 22Q: 3 clusters Score -953381.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -953420.125000 Penalty: 4389.643066
	Iteration 23Q: 3 clusters Score -953420.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -953472.937500 Penalty: 4389.643066
	Iteration 24Q: 3 clusters Score -953472.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -953528.812500 Penalty: 4389.643066
	Iteration 25Q: 3 clusters Score -953528.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -953574.312500 Penalty: 4389.643066
	Iteration 26Q: 3 clusters Score -953574.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -953614.062500 Penalty: 4389.643066
	Iteration 27Q: 3 clusters Score -953614.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -953658.500000 Penalty: 4389.643066
	Iteration 28Q: 3 clusters Score -953658.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -953690.187500 Penalty: 4389.643066
	Iteration 29Q: 3 clusters Score -953690.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -953717.062500 Penalty: 4389.643066
	Iteration 30Q: 3 clusters Score -953717.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -953747.937500 Penalty: 4389.643066
	Iteration 31Q: 3 clusters Score -953747.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -953774.875000 Penalty: 4389.643066
	Iteration 32Q: 3 clusters Score -953774.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -953804.375000 Penalty: 4389.643066
	Iteration 33Q: 3 clusters Score -953804.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -953828.750000 Penalty: 4389.643066
	Iteration 34Q: 3 clusters Score -953828.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -953852.187500 Penalty: 4389.643066
	Iteration 35Q: 3 clusters Score -953852.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -953881.312500 Penalty: 4389.643066
	Iteration 36Q: 3 clusters Score -953881.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -953914.000000 Penalty: 4389.643066
	Iteration 37Q: 3 clusters Score -953914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -953936.500000 Penalty: 4389.643066
	Iteration 38Q: 3 clusters Score -953936.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -953965.125000 Penalty: 4389.643066
	Iteration 39Q: 3 clusters Score -953965.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -953995.187500 Penalty: 4389.643066
	Iteration 40F: 3 clusters Score -953995.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -954023.250000 Penalty: 4389.643066
	Iteration 41Q: 3 clusters Score -954023.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -954045.937500 Penalty: 4389.643066
	Iteration 42Q: 3 clusters Score -954045.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -954063.625000 Penalty: 4389.643066
	Iteration 43Q: 3 clusters Score -954063.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -954073.750000 Penalty: 4389.643066
	Iteration 44Q: 3 clusters Score -954073.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -954086.562500 Penalty: 4389.643066
	Iteration 45Q: 3 clusters Score -954086.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -954100.187500 Penalty: 4389.643066
	Iteration 46Q: 3 clusters Score -954100.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -954105.812500 Penalty: 4389.643066
	Iteration 47Q: 3 clusters Score -954105.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -954114.312500 Penalty: 4389.643066
	Iteration 48Q: 3 clusters Score -954114.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -954116.687500 Penalty: 4389.643066
	Iteration 49Q: 3 clusters Score -954116.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -954121.187500 Penalty: 4389.643066
	Iteration 50Q: 3 clusters Score -954121.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -954122.312500 Penalty: 4389.643066
	Iteration 51Q: 3 clusters Score -954122.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -954128.562500 Penalty: 4389.643066
	Iteration 52Q: 3 clusters Score -954128.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -954133.187500 Penalty: 4389.643066
	Iteration 53Q: 3 clusters Score -954133.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -954137.625000 Penalty: 4389.643066
	Iteration 54Q: 3 clusters Score -954137.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -954138.875000 Penalty: 4389.643066
	Iteration 55Q: 3 clusters Score -954138.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -954143.375000 Penalty: 4389.643066
	Iteration 56Q: 3 clusters Score -954143.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -954146.062500 Penalty: 4389.643066
	Iteration 57Q: 3 clusters Score -954146.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -954146.625000 Penalty: 4389.643066
	Iteration 58Q: 3 clusters Score -954146.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -954148.625000 Penalty: 4389.643066
	Iteration 59Q: 3 clusters Score -954148.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -954152.750000 Penalty: 4389.643066
	Iteration 60F: 3 clusters Score -954152.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -954153.000000 Penalty: 4389.643066
	Iteration 61Q: 3 clusters Score -954153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -954156.562500 Penalty: 4389.643066
	Iteration 62Q: 3 clusters Score -954156.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -954158.062500 Penalty: 4389.643066
	Iteration 63Q: 3 clusters Score -954158.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -954159.000000 Penalty: 4389.643066
	Iteration 64Q: 3 clusters Score -954159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -954158.562500 Penalty: 4389.643066
	Iteration 65Q: 3 clusters Score -954158.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -954158.562500 Penalty: 4389.643066
	Iteration 66Q: 3 clusters Score -954158.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -954158.562500 Penalty: 4389.643066
	Iteration 67F: 3 clusters Score -954158.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Entering Unmasked Estep 
Score: -751286.062500 Penalty: 2139.126221
	Iteration 0F: 2 clusters Score -751286.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -746357.312500 Penalty: 4278.252441
	Iteration 0F: 3 clusters Score -746357.3 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -747597.625000 Penalty: 4278.252441
	Iteration 1F: 3 clusters Score -747597.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -747842.687500 Penalty: 4278.252441
	Iteration 2F: 3 clusters Score -747842.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -747994.812500 Penalty: 4278.252441
	Iteration 3F: 3 clusters Score -747994.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -748124.500000 Penalty: 4278.252441
	Iteration 4Q: 3 clusters Score -748124.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -748276.562500 Penalty: 4278.252441
	Iteration 5Q: 3 clusters Score -748276.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -748427.875000 Penalty: 4278.252441
	Iteration 6Q: 3 clusters Score -748427.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -748582.437500 Penalty: 4278.252441
	Iteration 7Q: 3 clusters Score -748582.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -748717.062500 Penalty: 4278.252441
	Iteration 8Q: 3 clusters Score -748717.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -748865.562500 Penalty: 4278.252441
	Iteration 9Q: 3 clusters Score -748865.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -749019.500000 Penalty: 4278.252441
	Iteration 10Q: 3 clusters Score -749019.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -749172.312500 Penalty: 4278.252441
	Iteration 11Q: 3 clusters Score -749172.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -749325.625000 Penalty: 4278.252441
	Iteration 12Q: 3 clusters Score -749325.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -749457.000000 Penalty: 4278.252441
	Iteration 13Q: 3 clusters Score -749457 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -749593.187500 Penalty: 4278.252441
	Iteration 14Q: 3 clusters Score -749593.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -749698.250000 Penalty: 4278.252441
	Iteration 15Q: 3 clusters Score -749698.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -749784.187500 Penalty: 4278.252441
	Iteration 16Q: 3 clusters Score -749784.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -749841.187500 Penalty: 4278.252441
	Iteration 17Q: 3 clusters Score -749841.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -749891.375000 Penalty: 4278.252441
	Iteration 18Q: 3 clusters Score -749891.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -749927.562500 Penalty: 4278.252441
	Iteration 19Q: 3 clusters Score -749927.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -749946.125000 Penalty: 4278.252441
	Iteration 20F: 3 clusters Score -749946.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -749958.625000 Penalty: 4278.252441
	Iteration 21Q: 3 clusters Score -749958.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -749970.625000 Penalty: 4278.252441
	Iteration 22Q: 3 clusters Score -749970.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -749977.375000 Penalty: 4278.252441
	Iteration 23Q: 3 clusters Score -749977.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -749985.625000 Penalty: 4278.252441
	Iteration 24Q: 3 clusters Score -749985.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -749991.687500 Penalty: 4278.252441
	Iteration 25Q: 3 clusters Score -749991.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -749994.000000 Penalty: 4278.252441
	Iteration 26Q: 3 clusters Score -749994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -749993.875000 Penalty: 4278.252441
	Iteration 27Q: 3 clusters Score -749993.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -749993.875000 Penalty: 4278.252441
	Iteration 28F: 3 clusters Score -749993.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Entering Unmasked Estep 
Score: -862742.187500 Penalty: 2173.795166
	Iteration 0F: 2 clusters Score -862742.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -857351.937500 Penalty: 4347.590332
	Iteration 0F: 3 clusters Score -857351.9 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -858776.562500 Penalty: 4347.590332
	Iteration 1F: 3 clusters Score -858776.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -859122.875000 Penalty: 4347.590332
	Iteration 2F: 3 clusters Score -859122.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -859422.312500 Penalty: 4347.590332
	Iteration 3F: 3 clusters Score -859422.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -859697.437500 Penalty: 4347.590332
	Iteration 4F: 3 clusters Score -859697.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -859967.875000 Penalty: 4347.590332
	Iteration 5Q: 3 clusters Score -859967.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -860259.750000 Penalty: 4347.590332
	Iteration 6F: 3 clusters Score -860259.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -860574.000000 Penalty: 4347.590332
	Iteration 7F: 3 clusters Score -860574 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -860877.437500 Penalty: 4347.590332
	Iteration 8F: 3 clusters Score -860877.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -861221.250000 Penalty: 4347.590332
	Iteration 9F: 3 clusters Score -861221.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -861612.000000 Penalty: 4347.590332
	Iteration 10Q: 3 clusters Score -861612 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -862104.187500 Penalty: 4347.590332
	Iteration 11Q: 3 clusters Score -862104.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -862687.687500 Penalty: 4347.590332
	Iteration 12Q: 3 clusters Score -862687.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -863266.937500 Penalty: 4347.590332
	Iteration 13Q: 3 clusters Score -863266.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -863482.875000 Penalty: 4347.590332
	Iteration 14Q: 3 clusters Score -863482.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -863530.937500 Penalty: 4347.590332
	Iteration 15Q: 3 clusters Score -863530.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -863544.875000 Penalty: 4347.590332
	Iteration 16Q: 3 clusters Score -863544.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -863549.500000 Penalty: 4347.590332
	Iteration 17Q: 3 clusters Score -863549.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -863553.125000 Penalty: 4347.590332
	Iteration 18Q: 3 clusters Score -863553.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -863553.250000 Penalty: 4347.590332
	Iteration 19Q: 3 clusters Score -863553.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -863554.812500 Penalty: 4347.590332
	Iteration 20F: 3 clusters Score -863554.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -863554.687500 Penalty: 4347.590332
	Iteration 21Q: 3 clusters Score -863554.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -863554.687500 Penalty: 4347.590332
	Iteration 22F: 3 clusters Score -863554.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 146509 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54941 members 
Mstep: Class 5 contains 8360 members 
Mstep: Class 6 contains 49095 members 
Mstep: Class 7 contains 10994 members 
Mstep: Class 8 contains 34661 members 
Mstep: Class 9 contains 41776 members 
Mstep: Class 10 contains 14053 members 
Mstep: Class 11 contains 36987 members 
Mstep: Class 12 contains 50092 members 
Mstep: Class 13 contains 3970 members 
Mstep: Class 14 contains 84629 members 
Mstep: Class 15 contains 39187 members 
Mstep: Class 16 contains 67483 members 
Mstep: Class 17 contains 143540 members 
Mstep: Class 18 contains 30800 members 
Mstep: Class 19 contains 7825 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 171033 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18027 members 
Mstep: Class 25 contains 6671 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5572 members 
Mstep: Class 28 contains 2438 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 2740 members 
Entering Unmasked Estep 
Score: -142944096.000000 Penalty: 103175.226562
Splitting cluster 28 changes total score from -142944400.000000 to -142944096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (1347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Entering Unmasked Estep 
Score: -181643.453125 Penalty: 1786.997559
	Iteration 0F: 2 clusters Score -181643.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -179461.421875 Penalty: 3573.995117
	Iteration 0F: 3 clusters Score -179461.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -179825.734375 Penalty: 3573.995117
	Iteration 1F: 3 clusters Score -179825.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -179978.812500 Penalty: 3573.995117
	Iteration 2F: 3 clusters Score -179978.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -180134.125000 Penalty: 3573.995117
	Iteration 3F: 3 clusters Score -180134.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -180343.406250 Penalty: 3573.995117
	Iteration 4F: 3 clusters Score -180343.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -180575.750000 Penalty: 3573.995117
	Iteration 5F: 3 clusters Score -180575.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -180836.796875 Penalty: 3573.995117
	Iteration 6F: 3 clusters Score -180836.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -181064.859375 Penalty: 3573.995117
	Iteration 7F: 3 clusters Score -181064.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -181250.875000 Penalty: 3573.995117
	Iteration 8F: 3 clusters Score -181250.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -181364.125000 Penalty: 3573.995117
	Iteration 9Q: 3 clusters Score -181364.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -181423.562500 Penalty: 3573.995117
	Iteration 10Q: 3 clusters Score -181423.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -181450.562500 Penalty: 3573.995117
	Iteration 11Q: 3 clusters Score -181450.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -181460.500000 Penalty: 3573.995117
	Iteration 12Q: 3 clusters Score -181460.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -181463.234375 Penalty: 3573.995117
	Iteration 13Q: 3 clusters Score -181463.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -181463.234375 Penalty: 3573.995117
	Iteration 14F: 3 clusters Score -181463.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -358167.656250 Penalty: 1963.096924
	Iteration 0F: 2 clusters Score -358167.7 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 1342 members 
Entering Unmasked Estep 
Score: -355100.187500 Penalty: 3926.193848
	Iteration 0F: 3 clusters Score -355100.2 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -355737.750000 Penalty: 3926.193848
	Iteration 1F: 3 clusters Score -355737.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -355886.781250 Penalty: 3926.193848
	Iteration 2F: 3 clusters Score -355886.8 nChanged 130
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: -355992.625000 Penalty: 3926.193848
	Iteration 3Q: 3 clusters Score -355992.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -356071.781250 Penalty: 3926.193848
	Iteration 4Q: 3 clusters Score -356071.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -356130.156250 Penalty: 3926.193848
	Iteration 5Q: 3 clusters Score -356130.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -356174.125000 Penalty: 3926.193848
	Iteration 6Q: 3 clusters Score -356174.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -356217.500000 Penalty: 3926.193848
	Iteration 7Q: 3 clusters Score -356217.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -356252.000000 Penalty: 3926.193848
	Iteration 8Q: 3 clusters Score -356252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -356288.812500 Penalty: 3926.193848
	Iteration 9Q: 3 clusters Score -356288.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -356322.031250 Penalty: 3926.193848
	Iteration 10Q: 3 clusters Score -356322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -356358.187500 Penalty: 3926.193848
	Iteration 11Q: 3 clusters Score -356358.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -356402.875000 Penalty: 3926.193848
	Iteration 12Q: 3 clusters Score -356402.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -356482.156250 Penalty: 3926.193848
	Iteration 13Q: 3 clusters Score -356482.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -356576.625000 Penalty: 3926.193848
	Iteration 14Q: 3 clusters Score -356576.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -356705.125000 Penalty: 3926.193848
	Iteration 15Q: 3 clusters Score -356705.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -356827.375000 Penalty: 3926.193848
	Iteration 16Q: 3 clusters Score -356827.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -356912.968750 Penalty: 3926.193848
	Iteration 17Q: 3 clusters Score -356913 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -356987.843750 Penalty: 3926.193848
	Iteration 18Q: 3 clusters Score -356987.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -357040.812500 Penalty: 3926.193848
	Iteration 19Q: 3 clusters Score -357040.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -357081.750000 Penalty: 3926.193848
	Iteration 20F: 3 clusters Score -357081.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -357115.906250 Penalty: 3926.193848
	Iteration 21Q: 3 clusters Score -357115.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -357139.781250 Penalty: 3926.193848
	Iteration 22Q: 3 clusters Score -357139.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -357150.875000 Penalty: 3926.193848
	Iteration 23Q: 3 clusters Score -357150.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -357158.031250 Penalty: 3926.193848
	Iteration 24Q: 3 clusters Score -357158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -357164.781250 Penalty: 3926.193848
	Iteration 25Q: 3 clusters Score -357164.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -357168.687500 Penalty: 3926.193848
	Iteration 26Q: 3 clusters Score -357168.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -357171.125000 Penalty: 3926.193848
	Iteration 27Q: 3 clusters Score -357171.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -357173.593750 Penalty: 3926.193848
	Iteration 28Q: 3 clusters Score -357173.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -357175.718750 Penalty: 3926.193848
	Iteration 29Q: 3 clusters Score -357175.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -357176.312500 Penalty: 3926.193848
	Iteration 30Q: 3 clusters Score -357176.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -357176.500000 Penalty: 3926.193848
	Iteration 31Q: 3 clusters Score -357176.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -357177.000000 Penalty: 3926.193848
	Iteration 32Q: 3 clusters Score -357177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -357177.000000 Penalty: 3926.193848
	Iteration 33F: 3 clusters Score -357177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 146509 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54941 members 
Mstep: Class 5 contains 8360 members 
Mstep: Class 6 contains 49095 members 
Mstep: Class 7 contains 10994 members 
Mstep: Class 8 contains 34661 members 
Mstep: Class 9 contains 41776 members 
Mstep: Class 10 contains 14053 members 
Mstep: Class 11 contains 36987 members 
Mstep: Class 12 contains 50092 members 
Mstep: Class 14 contains 84629 members 
Mstep: Class 15 contains 39187 members 
Mstep: Class 16 contains 67483 members 
Mstep: Class 17 contains 143540 members 
Mstep: Class 18 contains 30800 members 
Mstep: Class 19 contains 7825 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 171033 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18027 members 
Mstep: Class 25 contains 6671 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5572 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 2740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944560.000000 Penalty: 99736.046875
Iteration 279Q: 30 clusters Score -1.429446e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 146570 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54917 members 
Mstep: Class 5 contains 8359 members 
Mstep: Class 6 contains 49091 members 
Mstep: Class 7 contains 10997 members 
Mstep: Class 8 contains 34664 members 
Mstep: Class 9 contains 41783 members 
Mstep: Class 10 contains 14058 members 
Mstep: Class 11 contains 36954 members 
Mstep: Class 12 contains 50133 members 
Mstep: Class 14 contains 84634 members 
Mstep: Class 15 contains 39181 members 
Mstep: Class 16 contains 67514 members 
Mstep: Class 17 contains 143520 members 
Mstep: Class 18 contains 30798 members 
Mstep: Class 19 contains 7827 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 170971 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18039 members 
Mstep: Class 25 contains 6658 members 
Mstep: Class 26 contains 6976 members 
Mstep: Class 27 contains 5571 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 2740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944576.000000 Penalty: 99736.046875
Iteration 280F: 30 clusters Score -1.429446e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 146637 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54901 members 
Mstep: Class 5 contains 8356 members 
Mstep: Class 6 contains 49107 members 
Mstep: Class 7 contains 10998 members 
Mstep: Class 8 contains 34670 members 
Mstep: Class 9 contains 41784 members 
Mstep: Class 10 contains 14061 members 
Mstep: Class 11 contains 36939 members 
Mstep: Class 12 contains 50156 members 
Mstep: Class 14 contains 84624 members 
Mstep: Class 15 contains 39182 members 
Mstep: Class 16 contains 67534 members 
Mstep: Class 17 contains 143480 members 
Mstep: Class 18 contains 30795 members 
Mstep: Class 19 contains 7829 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 170911 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18050 members 
Mstep: Class 25 contains 6651 members 
Mstep: Class 26 contains 6976 members 
Mstep: Class 27 contains 5572 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1346 members 
Mstep: Class 30 contains 2741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944704.000000 Penalty: 99736.046875
Iteration 281Q: 30 clusters Score -1.429447e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 146697 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54880 members 
Mstep: Class 5 contains 8353 members 
Mstep: Class 6 contains 49109 members 
Mstep: Class 7 contains 10995 members 
Mstep: Class 8 contains 34672 members 
Mstep: Class 9 contains 41784 members 
Mstep: Class 10 contains 14065 members 
Mstep: Class 11 contains 36918 members 
Mstep: Class 12 contains 50190 members 
Mstep: Class 14 contains 84629 members 
Mstep: Class 15 contains 39194 members 
Mstep: Class 16 contains 67579 members 
Mstep: Class 17 contains 143413 members 
Mstep: Class 18 contains 30788 members 
Mstep: Class 19 contains 7834 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 170849 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18068 members 
Mstep: Class 25 contains 6642 members 
Mstep: Class 26 contains 6976 members 
Mstep: Class 27 contains 5570 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1346 members 
Mstep: Class 30 contains 2742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944272.000000 Penalty: 99736.046875
Iteration 282Q: 30 clusters Score -1.429443e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 146775 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54872 members 
Mstep: Class 5 contains 8357 members 
Mstep: Class 6 contains 49108 members 
Mstep: Class 7 contains 10996 members 
Mstep: Class 8 contains 34676 members 
Mstep: Class 9 contains 41766 members 
Mstep: Class 10 contains 14069 members 
Mstep: Class 11 contains 36899 members 
Mstep: Class 12 contains 50228 members 
Mstep: Class 14 contains 84623 members 
Mstep: Class 15 contains 39213 members 
Mstep: Class 16 contains 67616 members 
Mstep: Class 17 contains 143317 members 
Mstep: Class 18 contains 30775 members 
Mstep: Class 19 contains 7839 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 170814 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18075 members 
Mstep: Class 25 contains 6634 members 
Mstep: Class 26 contains 6976 members 
Mstep: Class 27 contains 5571 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1346 members 
Mstep: Class 30 contains 2744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944384.000000 Penalty: 99736.046875
Iteration 283Q: 30 clusters Score -1.429444e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 146840 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54859 members 
Mstep: Class 5 contains 8355 members 
Mstep: Class 6 contains 49118 members 
Mstep: Class 7 contains 10997 members 
Mstep: Class 8 contains 34679 members 
Mstep: Class 9 contains 41764 members 
Mstep: Class 10 contains 14067 members 
Mstep: Class 11 contains 36881 members 
Mstep: Class 12 contains 50262 members 
Mstep: Class 14 contains 84612 members 
Mstep: Class 15 contains 39223 members 
Mstep: Class 16 contains 67648 members 
Mstep: Class 17 contains 143245 members 
Mstep: Class 18 contains 30768 members 
Mstep: Class 19 contains 7840 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 170788 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18082 members 
Mstep: Class 25 contains 6624 members 
Mstep: Class 26 contains 6976 members 
Mstep: Class 27 contains 5572 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1346 members 
Mstep: Class 30 contains 2745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944320.000000 Penalty: 99736.046875
Iteration 284Q: 30 clusters Score -1.429443e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 146938 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54852 members 
Mstep: Class 5 contains 8359 members 
Mstep: Class 6 contains 49123 members 
Mstep: Class 7 contains 10997 members 
Mstep: Class 8 contains 34674 members 
Mstep: Class 9 contains 41760 members 
Mstep: Class 10 contains 14062 members 
Mstep: Class 11 contains 36867 members 
Mstep: Class 12 contains 50282 members 
Mstep: Class 14 contains 84588 members 
Mstep: Class 15 contains 39222 members 
Mstep: Class 16 contains 67666 members 
Mstep: Class 17 contains 143206 members 
Mstep: Class 18 contains 30763 members 
Mstep: Class 19 contains 7841 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 170739 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18086 members 
Mstep: Class 25 contains 6622 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5577 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 2746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944416.000000 Penalty: 99736.046875
Iteration 285Q: 30 clusters Score -1.429444e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 147015 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54848 members 
Mstep: Class 5 contains 8359 members 
Mstep: Class 6 contains 49144 members 
Mstep: Class 7 contains 10998 members 
Mstep: Class 8 contains 34675 members 
Mstep: Class 9 contains 41746 members 
Mstep: Class 10 contains 14062 members 
Mstep: Class 11 contains 36855 members 
Mstep: Class 12 contains 50304 members 
Mstep: Class 14 contains 84567 members 
Mstep: Class 15 contains 39203 members 
Mstep: Class 16 contains 67694 members 
Mstep: Class 17 contains 143174 members 
Mstep: Class 18 contains 30762 members 
Mstep: Class 19 contains 7841 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 170688 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18089 members 
Mstep: Class 25 contains 6620 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5578 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 2747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944480.000000 Penalty: 99736.046875
Iteration 286Q: 30 clusters Score -1.429445e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 147087 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54846 members 
Mstep: Class 5 contains 8359 members 
Mstep: Class 6 contains 49147 members 
Mstep: Class 7 contains 10999 members 
Mstep: Class 8 contains 34675 members 
Mstep: Class 9 contains 41740 members 
Mstep: Class 10 contains 14067 members 
Mstep: Class 11 contains 36844 members 
Mstep: Class 12 contains 50324 members 
Mstep: Class 14 contains 84558 members 
Mstep: Class 15 contains 39193 members 
Mstep: Class 16 contains 67730 members 
Mstep: Class 17 contains 143165 members 
Mstep: Class 18 contains 30758 members 
Mstep: Class 19 contains 7841 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 170607 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18093 members 
Mstep: Class 25 contains 6615 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5576 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 2748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944576.000000 Penalty: 99736.046875
Iteration 287Q: 30 clusters Score -1.429446e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 147142 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54839 members 
Mstep: Class 5 contains 8359 members 
Mstep: Class 6 contains 49160 members 
Mstep: Class 7 contains 10998 members 
Mstep: Class 8 contains 34675 members 
Mstep: Class 9 contains 41731 members 
Mstep: Class 10 contains 14070 members 
Mstep: Class 11 contains 36818 members 
Mstep: Class 12 contains 50349 members 
Mstep: Class 14 contains 84561 members 
Mstep: Class 15 contains 39184 members 
Mstep: Class 16 contains 67753 members 
Mstep: Class 17 contains 143134 members 
Mstep: Class 18 contains 30753 members 
Mstep: Class 19 contains 7841 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 170575 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18095 members 
Mstep: Class 25 contains 6609 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5577 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944512.000000 Penalty: 99736.046875
Iteration 288Q: 30 clusters Score -1.429445e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 147166 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54834 members 
Mstep: Class 5 contains 8358 members 
Mstep: Class 6 contains 49177 members 
Mstep: Class 7 contains 10998 members 
Mstep: Class 8 contains 34676 members 
Mstep: Class 9 contains 41725 members 
Mstep: Class 10 contains 14070 members 
Mstep: Class 11 contains 36816 members 
Mstep: Class 12 contains 50373 members 
Mstep: Class 14 contains 84571 members 
Mstep: Class 15 contains 39180 members 
Mstep: Class 16 contains 67774 members 
Mstep: Class 17 contains 143109 members 
Mstep: Class 18 contains 30746 members 
Mstep: Class 19 contains 7841 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 170525 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18098 members 
Mstep: Class 25 contains 6605 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5576 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 2749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944384.000000 Penalty: 99736.046875
Iteration 289Q: 30 clusters Score -1.429444e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 147207 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54833 members 
Mstep: Class 5 contains 8359 members 
Mstep: Class 6 contains 49196 members 
Mstep: Class 7 contains 10998 members 
Mstep: Class 8 contains 34676 members 
Mstep: Class 9 contains 41719 members 
Mstep: Class 10 contains 14065 members 
Mstep: Class 11 contains 36800 members 
Mstep: Class 12 contains 50403 members 
Mstep: Class 14 contains 84577 members 
Mstep: Class 15 contains 39179 members 
Mstep: Class 16 contains 67794 members 
Mstep: Class 17 contains 143077 members 
Mstep: Class 18 contains 30742 members 
Mstep: Class 19 contains 7841 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 170461 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18104 members 
Mstep: Class 25 contains 6600 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5576 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944128.000000 Penalty: 99736.046875
Iteration 290Q: 30 clusters Score -1.429441e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 147227 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54832 members 
Mstep: Class 5 contains 8361 members 
Mstep: Class 6 contains 49218 members 
Mstep: Class 7 contains 11004 members 
Mstep: Class 8 contains 34674 members 
Mstep: Class 9 contains 41720 members 
Mstep: Class 10 contains 14065 members 
Mstep: Class 11 contains 36781 members 
Mstep: Class 12 contains 50435 members 
Mstep: Class 14 contains 84587 members 
Mstep: Class 15 contains 39181 members 
Mstep: Class 16 contains 67823 members 
Mstep: Class 17 contains 143050 members 
Mstep: Class 18 contains 30735 members 
Mstep: Class 19 contains 7841 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 170386 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18108 members 
Mstep: Class 25 contains 6599 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5576 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944224.000000 Penalty: 99736.046875
Iteration 291Q: 30 clusters Score -1.429442e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 147276 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54827 members 
Mstep: Class 5 contains 8358 members 
Mstep: Class 6 contains 49236 members 
Mstep: Class 7 contains 11004 members 
Mstep: Class 8 contains 34675 members 
Mstep: Class 9 contains 41720 members 
Mstep: Class 10 contains 14061 members 
Mstep: Class 11 contains 36772 members 
Mstep: Class 12 contains 50457 members 
Mstep: Class 14 contains 84597 members 
Mstep: Class 15 contains 39169 members 
Mstep: Class 16 contains 67846 members 
Mstep: Class 17 contains 143039 members 
Mstep: Class 18 contains 30727 members 
Mstep: Class 19 contains 7841 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 170312 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18111 members 
Mstep: Class 25 contains 6601 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5576 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944368.000000 Penalty: 99736.046875
Iteration 292Q: 30 clusters Score -1.429444e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 147321 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54805 members 
Mstep: Class 5 contains 8357 members 
Mstep: Class 6 contains 49257 members 
Mstep: Class 7 contains 11004 members 
Mstep: Class 8 contains 34674 members 
Mstep: Class 9 contains 41719 members 
Mstep: Class 10 contains 14058 members 
Mstep: Class 11 contains 36761 members 
Mstep: Class 12 contains 50488 members 
Mstep: Class 14 contains 84588 members 
Mstep: Class 15 contains 39155 members 
Mstep: Class 16 contains 67865 members 
Mstep: Class 17 contains 143052 members 
Mstep: Class 18 contains 30728 members 
Mstep: Class 19 contains 7841 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 170244 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18113 members 
Mstep: Class 25 contains 6603 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5575 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944368.000000 Penalty: 99736.046875
Iteration 293Q: 30 clusters Score -1.429444e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 147382 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54807 members 
Mstep: Class 5 contains 8356 members 
Mstep: Class 6 contains 49274 members 
Mstep: Class 7 contains 11004 members 
Mstep: Class 8 contains 34671 members 
Mstep: Class 9 contains 41725 members 
Mstep: Class 10 contains 14062 members 
Mstep: Class 11 contains 36742 members 
Mstep: Class 12 contains 50520 members 
Mstep: Class 14 contains 84575 members 
Mstep: Class 15 contains 39145 members 
Mstep: Class 16 contains 67879 members 
Mstep: Class 17 contains 143028 members 
Mstep: Class 18 contains 30721 members 
Mstep: Class 19 contains 7842 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 170179 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18116 members 
Mstep: Class 25 contains 6604 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5576 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944112.000000 Penalty: 99736.046875
Iteration 294Q: 30 clusters Score -1.429441e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 147469 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54805 members 
Mstep: Class 5 contains 8358 members 
Mstep: Class 6 contains 49293 members 
Mstep: Class 7 contains 11005 members 
Mstep: Class 8 contains 34671 members 
Mstep: Class 9 contains 41725 members 
Mstep: Class 10 contains 14064 members 
Mstep: Class 11 contains 36725 members 
Mstep: Class 12 contains 50539 members 
Mstep: Class 14 contains 84568 members 
Mstep: Class 15 contains 39135 members 
Mstep: Class 16 contains 67904 members 
Mstep: Class 17 contains 143000 members 
Mstep: Class 18 contains 30712 members 
Mstep: Class 19 contains 7842 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 170096 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18118 members 
Mstep: Class 25 contains 6603 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5577 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944448.000000 Penalty: 99736.046875
Iteration 295Q: 30 clusters Score -1.429444e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 147558 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54809 members 
Mstep: Class 5 contains 8355 members 
Mstep: Class 6 contains 49308 members 
Mstep: Class 7 contains 11006 members 
Mstep: Class 8 contains 34674 members 
Mstep: Class 9 contains 41725 members 
Mstep: Class 10 contains 14063 members 
Mstep: Class 11 contains 36704 members 
Mstep: Class 12 contains 50558 members 
Mstep: Class 14 contains 84563 members 
Mstep: Class 15 contains 39138 members 
Mstep: Class 16 contains 67938 members 
Mstep: Class 17 contains 142967 members 
Mstep: Class 18 contains 30702 members 
Mstep: Class 19 contains 7842 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 170003 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18118 members 
Mstep: Class 25 contains 6602 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5578 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944528.000000 Penalty: 99736.046875
Iteration 296Q: 30 clusters Score -1.429445e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 147634 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54800 members 
Mstep: Class 5 contains 8357 members 
Mstep: Class 6 contains 49316 members 
Mstep: Class 7 contains 11005 members 
Mstep: Class 8 contains 34678 members 
Mstep: Class 9 contains 41726 members 
Mstep: Class 10 contains 14061 members 
Mstep: Class 11 contains 36685 members 
Mstep: Class 12 contains 50578 members 
Mstep: Class 14 contains 84563 members 
Mstep: Class 15 contains 39134 members 
Mstep: Class 16 contains 67974 members 
Mstep: Class 17 contains 142944 members 
Mstep: Class 18 contains 30698 members 
Mstep: Class 19 contains 7841 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 169922 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18118 members 
Mstep: Class 25 contains 6600 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5578 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944560.000000 Penalty: 99736.046875
Iteration 297Q: 30 clusters Score -1.429446e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 147759 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54785 members 
Mstep: Class 5 contains 8358 members 
Mstep: Class 6 contains 49321 members 
Mstep: Class 7 contains 11004 members 
Mstep: Class 8 contains 34681 members 
Mstep: Class 9 contains 41723 members 
Mstep: Class 10 contains 14057 members 
Mstep: Class 11 contains 36661 members 
Mstep: Class 12 contains 50592 members 
Mstep: Class 14 contains 84559 members 
Mstep: Class 15 contains 39121 members 
Mstep: Class 16 contains 68010 members 
Mstep: Class 17 contains 142914 members 
Mstep: Class 18 contains 30689 members 
Mstep: Class 19 contains 7842 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 169841 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18119 members 
Mstep: Class 25 contains 6599 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5578 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944848.000000 Penalty: 99736.046875
Iteration 298Q: 30 clusters Score -1.429448e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 147852 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54782 members 
Mstep: Class 5 contains 8359 members 
Mstep: Class 6 contains 49323 members 
Mstep: Class 7 contains 11005 members 
Mstep: Class 8 contains 34683 members 
Mstep: Class 9 contains 41726 members 
Mstep: Class 10 contains 14054 members 
Mstep: Class 11 contains 36645 members 
Mstep: Class 12 contains 50612 members 
Mstep: Class 14 contains 84539 members 
Mstep: Class 15 contains 39102 members 
Mstep: Class 16 contains 68042 members 
Mstep: Class 17 contains 142895 members 
Mstep: Class 18 contains 30687 members 
Mstep: Class 19 contains 7842 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 169768 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18120 members 
Mstep: Class 25 contains 6597 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5577 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944816.000000 Penalty: 99736.046875
Iteration 299Q: 30 clusters Score -1.429448e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 147941 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54786 members 
Mstep: Class 5 contains 8357 members 
Mstep: Class 6 contains 49332 members 
Mstep: Class 7 contains 11006 members 
Mstep: Class 8 contains 34684 members 
Mstep: Class 9 contains 41726 members 
Mstep: Class 10 contains 14052 members 
Mstep: Class 11 contains 36629 members 
Mstep: Class 12 contains 50633 members 
Mstep: Class 14 contains 84534 members 
Mstep: Class 15 contains 39096 members 
Mstep: Class 16 contains 68076 members 
Mstep: Class 17 contains 142850 members 
Mstep: Class 18 contains 30681 members 
Mstep: Class 19 contains 7842 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 169691 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18123 members 
Mstep: Class 25 contains 6594 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5577 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944528.000000 Penalty: 99736.046875
Iteration 300F: 30 clusters Score -1.429445e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 148052 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54794 members 
Mstep: Class 5 contains 8358 members 
Mstep: Class 6 contains 49344 members 
Mstep: Class 7 contains 11011 members 
Mstep: Class 8 contains 34686 members 
Mstep: Class 9 contains 41729 members 
Mstep: Class 10 contains 14053 members 
Mstep: Class 11 contains 36608 members 
Mstep: Class 12 contains 50652 members 
Mstep: Class 14 contains 84528 members 
Mstep: Class 15 contains 39084 members 
Mstep: Class 16 contains 68103 members 
Mstep: Class 17 contains 142795 members 
Mstep: Class 18 contains 30675 members 
Mstep: Class 19 contains 7843 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 169602 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18125 members 
Mstep: Class 25 contains 6589 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5577 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944608.000000 Penalty: 99736.046875
Iteration 301Q: 30 clusters Score -1.429446e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 148167 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54792 members 
Mstep: Class 5 contains 8360 members 
Mstep: Class 6 contains 49357 members 
Mstep: Class 7 contains 11012 members 
Mstep: Class 8 contains 34687 members 
Mstep: Class 9 contains 41741 members 
Mstep: Class 10 contains 14050 members 
Mstep: Class 11 contains 36587 members 
Mstep: Class 12 contains 50673 members 
Mstep: Class 14 contains 84526 members 
Mstep: Class 15 contains 39073 members 
Mstep: Class 16 contains 68131 members 
Mstep: Class 17 contains 142730 members 
Mstep: Class 18 contains 30674 members 
Mstep: Class 19 contains 7845 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 169511 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18125 members 
Mstep: Class 25 contains 6587 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5577 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944416.000000 Penalty: 99736.046875
Iteration 302Q: 30 clusters Score -1.429444e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 148278 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54787 members 
Mstep: Class 5 contains 8360 members 
Mstep: Class 6 contains 49361 members 
Mstep: Class 7 contains 11013 members 
Mstep: Class 8 contains 34687 members 
Mstep: Class 9 contains 41753 members 
Mstep: Class 10 contains 14047 members 
Mstep: Class 11 contains 36581 members 
Mstep: Class 12 contains 50688 members 
Mstep: Class 14 contains 84517 members 
Mstep: Class 15 contains 39070 members 
Mstep: Class 16 contains 68151 members 
Mstep: Class 17 contains 142688 members 
Mstep: Class 18 contains 30671 members 
Mstep: Class 19 contains 7847 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 169418 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18124 members 
Mstep: Class 25 contains 6587 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5576 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944672.000000 Penalty: 99736.046875
Iteration 303Q: 30 clusters Score -1.429447e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 148401 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54796 members 
Mstep: Class 5 contains 8358 members 
Mstep: Class 6 contains 49369 members 
Mstep: Class 7 contains 11016 members 
Mstep: Class 8 contains 34686 members 
Mstep: Class 9 contains 41757 members 
Mstep: Class 10 contains 14043 members 
Mstep: Class 11 contains 36552 members 
Mstep: Class 12 contains 50708 members 
Mstep: Class 14 contains 84498 members 
Mstep: Class 15 contains 39061 members 
Mstep: Class 16 contains 68166 members 
Mstep: Class 17 contains 142660 members 
Mstep: Class 18 contains 30668 members 
Mstep: Class 19 contains 7851 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 169326 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18124 members 
Mstep: Class 25 contains 6588 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5574 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944672.000000 Penalty: 99736.046875
Iteration 304Q: 30 clusters Score -1.429447e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 148491 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54798 members 
Mstep: Class 5 contains 8358 members 
Mstep: Class 6 contains 49378 members 
Mstep: Class 7 contains 11017 members 
Mstep: Class 8 contains 34688 members 
Mstep: Class 9 contains 41758 members 
Mstep: Class 10 contains 14036 members 
Mstep: Class 11 contains 36529 members 
Mstep: Class 12 contains 50730 members 
Mstep: Class 14 contains 84492 members 
Mstep: Class 15 contains 39054 members 
Mstep: Class 16 contains 68196 members 
Mstep: Class 17 contains 142623 members 
Mstep: Class 18 contains 30665 members 
Mstep: Class 19 contains 7852 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 169250 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18124 members 
Mstep: Class 25 contains 6587 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5574 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944736.000000 Penalty: 99736.046875
Iteration 305Q: 30 clusters Score -1.429447e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 148605 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54790 members 
Mstep: Class 5 contains 8358 members 
Mstep: Class 6 contains 49385 members 
Mstep: Class 7 contains 11014 members 
Mstep: Class 8 contains 34689 members 
Mstep: Class 9 contains 41761 members 
Mstep: Class 10 contains 14036 members 
Mstep: Class 11 contains 36512 members 
Mstep: Class 12 contains 50758 members 
Mstep: Class 14 contains 84483 members 
Mstep: Class 15 contains 39035 members 
Mstep: Class 16 contains 68221 members 
Mstep: Class 17 contains 142549 members 
Mstep: Class 18 contains 30666 members 
Mstep: Class 19 contains 7852 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 169201 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18124 members 
Mstep: Class 25 contains 6586 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5574 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944736.000000 Penalty: 99736.046875
Iteration 306Q: 30 clusters Score -1.429447e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 148722 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54788 members 
Mstep: Class 5 contains 8361 members 
Mstep: Class 6 contains 49393 members 
Mstep: Class 7 contains 11012 members 
Mstep: Class 8 contains 34693 members 
Mstep: Class 9 contains 41768 members 
Mstep: Class 10 contains 14036 members 
Mstep: Class 11 contains 36495 members 
Mstep: Class 12 contains 50783 members 
Mstep: Class 14 contains 84476 members 
Mstep: Class 15 contains 39018 members 
Mstep: Class 16 contains 68250 members 
Mstep: Class 17 contains 142460 members 
Mstep: Class 18 contains 30653 members 
Mstep: Class 19 contains 7854 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 169151 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18123 members 
Mstep: Class 25 contains 6587 members 
Mstep: Class 26 contains 6976 members 
Mstep: Class 27 contains 5573 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944656.000000 Penalty: 99736.046875
Iteration 307Q: 30 clusters Score -1.429447e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 148846 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54784 members 
Mstep: Class 5 contains 8362 members 
Mstep: Class 6 contains 49409 members 
Mstep: Class 7 contains 11014 members 
Mstep: Class 8 contains 34697 members 
Mstep: Class 9 contains 41770 members 
Mstep: Class 10 contains 14043 members 
Mstep: Class 11 contains 36466 members 
Mstep: Class 12 contains 50807 members 
Mstep: Class 14 contains 84462 members 
Mstep: Class 15 contains 39004 members 
Mstep: Class 16 contains 68264 members 
Mstep: Class 17 contains 142400 members 
Mstep: Class 18 contains 30647 members 
Mstep: Class 19 contains 7854 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 169084 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18122 members 
Mstep: Class 25 contains 6587 members 
Mstep: Class 26 contains 6976 members 
Mstep: Class 27 contains 5573 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944736.000000 Penalty: 99736.046875
Iteration 308Q: 30 clusters Score -1.429447e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 148975 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54783 members 
Mstep: Class 5 contains 8361 members 
Mstep: Class 6 contains 49414 members 
Mstep: Class 7 contains 11013 members 
Mstep: Class 8 contains 34703 members 
Mstep: Class 9 contains 41781 members 
Mstep: Class 10 contains 14046 members 
Mstep: Class 11 contains 36452 members 
Mstep: Class 12 contains 50834 members 
Mstep: Class 14 contains 84454 members 
Mstep: Class 15 contains 39001 members 
Mstep: Class 16 contains 68272 members 
Mstep: Class 17 contains 142330 members 
Mstep: Class 18 contains 30642 members 
Mstep: Class 19 contains 7854 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 168999 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18122 members 
Mstep: Class 25 contains 6587 members 
Mstep: Class 26 contains 6976 members 
Mstep: Class 27 contains 5573 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944800.000000 Penalty: 99736.046875
Iteration 309Q: 30 clusters Score -1.429448e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 149127 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54781 members 
Mstep: Class 5 contains 8362 members 
Mstep: Class 6 contains 49423 members 
Mstep: Class 7 contains 11009 members 
Mstep: Class 8 contains 34703 members 
Mstep: Class 9 contains 41781 members 
Mstep: Class 10 contains 14046 members 
Mstep: Class 11 contains 36438 members 
Mstep: Class 12 contains 50859 members 
Mstep: Class 14 contains 84448 members 
Mstep: Class 15 contains 38992 members 
Mstep: Class 16 contains 68288 members 
Mstep: Class 17 contains 142265 members 
Mstep: Class 18 contains 30636 members 
Mstep: Class 19 contains 7854 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 168903 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18122 members 
Mstep: Class 25 contains 6587 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5573 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944768.000000 Penalty: 99736.046875
Iteration 310Q: 30 clusters Score -1.429448e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 149222 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54790 members 
Mstep: Class 5 contains 8364 members 
Mstep: Class 6 contains 49423 members 
Mstep: Class 7 contains 11011 members 
Mstep: Class 8 contains 34703 members 
Mstep: Class 9 contains 41775 members 
Mstep: Class 10 contains 14046 members 
Mstep: Class 11 contains 36423 members 
Mstep: Class 12 contains 50875 members 
Mstep: Class 14 contains 84441 members 
Mstep: Class 15 contains 38986 members 
Mstep: Class 16 contains 68296 members 
Mstep: Class 17 contains 142246 members 
Mstep: Class 18 contains 30628 members 
Mstep: Class 19 contains 7853 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 168833 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18122 members 
Mstep: Class 25 contains 6587 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5573 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945040.000000 Penalty: 99736.046875
Iteration 311Q: 30 clusters Score -1.42945e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 149327 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54798 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 49430 members 
Mstep: Class 7 contains 11010 members 
Mstep: Class 8 contains 34704 members 
Mstep: Class 9 contains 41771 members 
Mstep: Class 10 contains 14047 members 
Mstep: Class 11 contains 36403 members 
Mstep: Class 12 contains 50890 members 
Mstep: Class 14 contains 84424 members 
Mstep: Class 15 contains 38979 members 
Mstep: Class 16 contains 68310 members 
Mstep: Class 17 contains 142233 members 
Mstep: Class 18 contains 30623 members 
Mstep: Class 19 contains 7852 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 168746 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18122 members 
Mstep: Class 25 contains 6588 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5573 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1353 members 
Mstep: Class 30 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945280.000000 Penalty: 99736.046875
Iteration 312Q: 30 clusters Score -1.429453e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 149432 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54800 members 
Mstep: Class 5 contains 8367 members 
Mstep: Class 6 contains 49430 members 
Mstep: Class 7 contains 11010 members 
Mstep: Class 8 contains 34705 members 
Mstep: Class 9 contains 41767 members 
Mstep: Class 10 contains 14043 members 
Mstep: Class 11 contains 36390 members 
Mstep: Class 12 contains 50898 members 
Mstep: Class 14 contains 84399 members 
Mstep: Class 15 contains 38976 members 
Mstep: Class 16 contains 68331 members 
Mstep: Class 17 contains 142216 members 
Mstep: Class 18 contains 30617 members 
Mstep: Class 19 contains 7852 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 168679 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18124 members 
Mstep: Class 25 contains 6587 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5573 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1353 members 
Mstep: Class 30 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945200.000000 Penalty: 99736.046875
Iteration 313Q: 30 clusters Score -1.429452e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 149530 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54799 members 
Mstep: Class 5 contains 8366 members 
Mstep: Class 6 contains 49437 members 
Mstep: Class 7 contains 11010 members 
Mstep: Class 8 contains 34706 members 
Mstep: Class 9 contains 41767 members 
Mstep: Class 10 contains 14044 members 
Mstep: Class 11 contains 36374 members 
Mstep: Class 12 contains 50917 members 
Mstep: Class 14 contains 84375 members 
Mstep: Class 15 contains 38966 members 
Mstep: Class 16 contains 68345 members 
Mstep: Class 17 contains 142195 members 
Mstep: Class 18 contains 30620 members 
Mstep: Class 19 contains 7852 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 168609 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2712 members 
Mstep: Class 24 contains 18124 members 
Mstep: Class 25 contains 6588 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5573 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1353 members 
Mstep: Class 30 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945232.000000 Penalty: 99736.046875
Iteration 314Q: 30 clusters Score -1.429452e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 149645 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54795 members 
Mstep: Class 5 contains 8367 members 
Mstep: Class 6 contains 49448 members 
Mstep: Class 7 contains 11009 members 
Mstep: Class 8 contains 34709 members 
Mstep: Class 9 contains 41766 members 
Mstep: Class 10 contains 14042 members 
Mstep: Class 11 contains 36355 members 
Mstep: Class 12 contains 50939 members 
Mstep: Class 14 contains 84341 members 
Mstep: Class 15 contains 38956 members 
Mstep: Class 16 contains 68362 members 
Mstep: Class 17 contains 142178 members 
Mstep: Class 18 contains 30617 members 
Mstep: Class 19 contains 7852 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 168534 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6583 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5573 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945408.000000 Penalty: 99736.046875
Iteration 315Q: 30 clusters Score -1.429454e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 149729 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54794 members 
Mstep: Class 5 contains 8369 members 
Mstep: Class 6 contains 49462 members 
Mstep: Class 7 contains 11011 members 
Mstep: Class 8 contains 34709 members 
Mstep: Class 9 contains 41771 members 
Mstep: Class 10 contains 14042 members 
Mstep: Class 11 contains 36331 members 
Mstep: Class 12 contains 50955 members 
Mstep: Class 14 contains 84325 members 
Mstep: Class 15 contains 38951 members 
Mstep: Class 16 contains 68382 members 
Mstep: Class 17 contains 142154 members 
Mstep: Class 18 contains 30615 members 
Mstep: Class 19 contains 7852 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 168465 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 18128 members 
Mstep: Class 25 contains 6582 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5574 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945280.000000 Penalty: 99736.046875
Iteration 316Q: 30 clusters Score -1.429453e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 149812 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54794 members 
Mstep: Class 5 contains 8370 members 
Mstep: Class 6 contains 49472 members 
Mstep: Class 7 contains 11013 members 
Mstep: Class 8 contains 34711 members 
Mstep: Class 9 contains 41772 members 
Mstep: Class 10 contains 14041 members 
Mstep: Class 11 contains 36325 members 
Mstep: Class 12 contains 50955 members 
Mstep: Class 14 contains 84317 members 
Mstep: Class 15 contains 38937 members 
Mstep: Class 16 contains 68398 members 
Mstep: Class 17 contains 142137 members 
Mstep: Class 18 contains 30609 members 
Mstep: Class 19 contains 7852 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 168402 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6584 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5574 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945584.000000 Penalty: 99736.046875
Iteration 317Q: 30 clusters Score -1.429456e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 149883 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54796 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49477 members 
Mstep: Class 7 contains 11015 members 
Mstep: Class 8 contains 34715 members 
Mstep: Class 9 contains 41782 members 
Mstep: Class 10 contains 14041 members 
Mstep: Class 11 contains 36321 members 
Mstep: Class 12 contains 50964 members 
Mstep: Class 14 contains 84308 members 
Mstep: Class 15 contains 38915 members 
Mstep: Class 16 contains 68403 members 
Mstep: Class 17 contains 142136 members 
Mstep: Class 18 contains 30608 members 
Mstep: Class 19 contains 7852 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 168323 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6585 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5574 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 2752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945520.000000 Penalty: 99736.046875
Iteration 318Q: 30 clusters Score -1.429455e+08 nChanged 452
Entering ConstructFrom: 
Score: -142945520.000000 Penalty: 99736.046875
Entering ConstructFrom: 
Trying to split cluster 1 (8623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Entering Unmasked Estep 
Score: -1174135.500000 Penalty: 2247.422607
	Iteration 0F: 2 clusters Score -1174136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1167279.625000 Penalty: 4494.845215
	Iteration 0F: 3 clusters Score -1167280 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1169405.375000 Penalty: 4494.845215
	Iteration 1F: 3 clusters Score -1169405 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1170026.750000 Penalty: 4494.845215
	Iteration 2F: 3 clusters Score -1170027 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1170728.875000 Penalty: 4494.845215
	Iteration 3F: 3 clusters Score -1170729 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1171417.625000 Penalty: 4494.845215
	Iteration 4F: 3 clusters Score -1171418 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1172072.875000 Penalty: 4494.845215
	Iteration 5F: 3 clusters Score -1172073 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1172687.250000 Penalty: 4494.845215
	Iteration 6F: 3 clusters Score -1172687 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1173227.000000 Penalty: 4494.845215
	Iteration 7F: 3 clusters Score -1173227 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1173709.750000 Penalty: 4494.845215
	Iteration 8Q: 3 clusters Score -1173710 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1173990.375000 Penalty: 4494.845215
	Iteration 9Q: 3 clusters Score -1173990 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1174125.250000 Penalty: 4494.845215
	Iteration 10Q: 3 clusters Score -1174125 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1174198.750000 Penalty: 4494.845215
	Iteration 11Q: 3 clusters Score -1174199 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1174235.125000 Penalty: 4494.845215
	Iteration 12Q: 3 clusters Score -1174235 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1174253.875000 Penalty: 4494.845215
	Iteration 13Q: 3 clusters Score -1174254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1174263.875000 Penalty: 4494.845215
	Iteration 14Q: 3 clusters Score -1174264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1174267.875000 Penalty: 4494.845215
	Iteration 15Q: 3 clusters Score -1174268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1174269.750000 Penalty: 4494.845215
	Iteration 16Q: 3 clusters Score -1174270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1174270.500000 Penalty: 4494.845215
	Iteration 17Q: 3 clusters Score -1174270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1174270.500000 Penalty: 4494.845215
	Iteration 18Q: 3 clusters Score -1174270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1174270.500000 Penalty: 4494.845215
	Iteration 19F: 3 clusters Score -1174270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 149948 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54800 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49480 members 
Mstep: Class 7 contains 11016 members 
Mstep: Class 8 contains 34714 members 
Mstep: Class 9 contains 41785 members 
Mstep: Class 10 contains 14046 members 
Mstep: Class 11 contains 36308 members 
Mstep: Class 12 contains 50970 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 84314 members 
Mstep: Class 15 contains 38904 members 
Mstep: Class 16 contains 68426 members 
Mstep: Class 17 contains 142141 members 
Mstep: Class 18 contains 30601 members 
Mstep: Class 19 contains 7852 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 168231 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2712 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6586 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5574 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 2754 members 
Entering Unmasked Estep 
Score: -142944544.000000 Penalty: 103175.226562
Splitting cluster 1 changes total score from -142945520.000000 to -142944544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (149948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149948 members 
Entering Unmasked Estep 
Score: -20815760.000000 Penalty: 2955.675049
	Iteration 0F: 2 clusters Score -2.081576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75128 members 
Mstep: Class 2 contains 74820 members 
Entering Unmasked Estep 
Score: -20717724.000000 Penalty: 5911.350098
	Iteration 0F: 3 clusters Score -2.071772e+07 nChanged 71376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76536 members 
Mstep: Class 2 contains 73412 members 
Entering Unmasked Estep 
Score: -20758940.000000 Penalty: 5911.350098
	Iteration 1F: 3 clusters Score -2.075894e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77480 members 
Mstep: Class 2 contains 72468 members 
Entering Unmasked Estep 
Score: -20759724.000000 Penalty: 5911.350098
	Iteration 2Q: 3 clusters Score -2.075972e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78871 members 
Mstep: Class 2 contains 71077 members 
Entering Unmasked Estep 
Score: -20760572.000000 Penalty: 5911.350098
	Iteration 3Q: 3 clusters Score -2.076057e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81000 members 
Mstep: Class 2 contains 68948 members 
Entering Unmasked Estep 
Score: -20761532.000000 Penalty: 5911.350098
	Iteration 4Q: 3 clusters Score -2.076153e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84305 members 
Mstep: Class 2 contains 65643 members 
Entering Unmasked Estep 
Score: -20763082.000000 Penalty: 5911.350098
	Iteration 5Q: 3 clusters Score -2.076308e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89201 members 
Mstep: Class 2 contains 60747 members 
Entering Unmasked Estep 
Score: -20765440.000000 Penalty: 5911.350098
	Iteration 6Q: 3 clusters Score -2.076544e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96288 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
Score: -20769366.000000 Penalty: 5911.350098
	Iteration 7F: 3 clusters Score -2.076937e+07 nChanged 10054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105968 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -20776446.000000 Penalty: 5911.350098
	Iteration 8F: 3 clusters Score -2.077645e+07 nChanged 12041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117865 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -20786314.000000 Penalty: 5911.350098
	Iteration 9F: 3 clusters Score -2.078631e+07 nChanged 11857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129682 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -20796548.000000 Penalty: 5911.350098
	Iteration 10F: 3 clusters Score -2.079655e+07 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138749 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -20804396.000000 Penalty: 5911.350098
	Iteration 11F: 3 clusters Score -2.08044e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144272 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -20809030.000000 Penalty: 5911.350098
	Iteration 12Q: 3 clusters Score -2.080903e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147061 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -20811146.000000 Penalty: 5911.350098
	Iteration 13Q: 3 clusters Score -2.081115e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148350 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -20812168.000000 Penalty: 5911.350098
	Iteration 14Q: 3 clusters Score -2.081217e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148961 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -20812556.000000 Penalty: 5911.350098
	Iteration 15Q: 3 clusters Score -2.081256e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149228 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -20812752.000000 Penalty: 5911.350098
	Iteration 16Q: 3 clusters Score -2.081275e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149349 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -20812898.000000 Penalty: 5911.350098
	Iteration 17Q: 3 clusters Score -2.08129e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149413 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -20812996.000000 Penalty: 5911.350098
	Iteration 18Q: 3 clusters Score -2.0813e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149455 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -20813024.000000 Penalty: 5911.350098
	Iteration 19Q: 3 clusters Score -2.081302e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149492 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -20813066.000000 Penalty: 5911.350098
	Iteration 20F: 3 clusters Score -2.081307e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149519 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -20813112.000000 Penalty: 5911.350098
	Iteration 21Q: 3 clusters Score -2.081311e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149545 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -20813142.000000 Penalty: 5911.350098
	Iteration 22Q: 3 clusters Score -2.081314e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149557 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -20813130.000000 Penalty: 5911.350098
	Iteration 23Q: 3 clusters Score -2.081313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149563 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -20813148.000000 Penalty: 5911.350098
	Iteration 24Q: 3 clusters Score -2.081315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149568 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -20813158.000000 Penalty: 5911.350098
	Iteration 25Q: 3 clusters Score -2.081316e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149575 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -20813146.000000 Penalty: 5911.350098
	Iteration 26Q: 3 clusters Score -2.081315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149578 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -20813162.000000 Penalty: 5911.350098
	Iteration 27Q: 3 clusters Score -2.081316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149578 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -20813182.000000 Penalty: 5911.350098
	Iteration 28Q: 3 clusters Score -2.081318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149583 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -20813198.000000 Penalty: 5911.350098
	Iteration 29Q: 3 clusters Score -2.08132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149586 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -20813200.000000 Penalty: 5911.350098
	Iteration 30Q: 3 clusters Score -2.08132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149588 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -20813188.000000 Penalty: 5911.350098
	Iteration 31Q: 3 clusters Score -2.081319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149589 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -20813186.000000 Penalty: 5911.350098
	Iteration 32Q: 3 clusters Score -2.081319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149593 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -20813186.000000 Penalty: 5911.350098
	Iteration 33Q: 3 clusters Score -2.081319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149601 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -20813202.000000 Penalty: 5911.350098
	Iteration 34Q: 3 clusters Score -2.08132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149600 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -20813208.000000 Penalty: 5911.350098
	Iteration 35Q: 3 clusters Score -2.081321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149599 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -20813208.000000 Penalty: 5911.350098
	Iteration 36Q: 3 clusters Score -2.081321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149598 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -20813216.000000 Penalty: 5911.350098
	Iteration 37Q: 3 clusters Score -2.081322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149598 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -20813216.000000 Penalty: 5911.350098
	Iteration 38F: 3 clusters Score -2.081322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -123549.171875 Penalty: 1703.257568
	Iteration 0F: 2 clusters Score -123549.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -121669.367188 Penalty: 3406.515137
	Iteration 0F: 3 clusters Score -121669.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -122017.523438 Penalty: 3406.515137
	Iteration 1F: 3 clusters Score -122017.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -122181.054688 Penalty: 3406.515137
	Iteration 2F: 3 clusters Score -122181.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -122292.500000 Penalty: 3406.515137
	Iteration 3Q: 3 clusters Score -122292.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -122502.093750 Penalty: 3406.515137
	Iteration 4F: 3 clusters Score -122502.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -122920.625000 Penalty: 3406.515137
	Iteration 5Q: 3 clusters Score -122920.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -123140.257812 Penalty: 3406.515137
	Iteration 6Q: 3 clusters Score -123140.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -123214.984375 Penalty: 3406.515137
	Iteration 7Q: 3 clusters Score -123215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -123305.679688 Penalty: 3406.515137
	Iteration 8Q: 3 clusters Score -123305.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -123391.281250 Penalty: 3406.515137
	Iteration 9Q: 3 clusters Score -123391.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -123429.226562 Penalty: 3406.515137
	Iteration 10Q: 3 clusters Score -123429.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -123457.664062 Penalty: 3406.515137
	Iteration 11Q: 3 clusters Score -123457.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -123486.710938 Penalty: 3406.515137
	Iteration 12Q: 3 clusters Score -123486.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -123520.328125 Penalty: 3406.515137
	Iteration 13Q: 3 clusters Score -123520.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -123540.421875 Penalty: 3406.515137
	Iteration 14Q: 3 clusters Score -123540.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -123557.984375 Penalty: 3406.515137
	Iteration 15Q: 3 clusters Score -123558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -123567.218750 Penalty: 3406.515137
	Iteration 16Q: 3 clusters Score -123567.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -123573.296875 Penalty: 3406.515137
	Iteration 17Q: 3 clusters Score -123573.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -123574.101562 Penalty: 3406.515137
	Iteration 18Q: 3 clusters Score -123574.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -123584.960938 Penalty: 3406.515137
	Iteration 19F: 3 clusters Score -123585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -123639.953125 Penalty: 3406.515137
	Iteration 20F: 3 clusters Score -123640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -123732.414062 Penalty: 3406.515137
	Iteration 21Q: 3 clusters Score -123732.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -123752.000000 Penalty: 3406.515137
	Iteration 22Q: 3 clusters Score -123752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -123762.945312 Penalty: 3406.515137
	Iteration 23Q: 3 clusters Score -123762.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -123773.351562 Penalty: 3406.515137
	Iteration 24Q: 3 clusters Score -123773.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -123776.171875 Penalty: 3406.515137
	Iteration 25Q: 3 clusters Score -123776.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -123785.460938 Penalty: 3406.515137
	Iteration 26Q: 3 clusters Score -123785.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -123785.460938 Penalty: 3406.515137
	Iteration 27F: 3 clusters Score -123785.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 149948 members 
Mstep: Class 3 contains 337 members 
Mstep: Class 4 contains 54800 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49480 members 
Mstep: Class 7 contains 11016 members 
Mstep: Class 8 contains 34714 members 
Mstep: Class 9 contains 41785 members 
Mstep: Class 10 contains 14046 members 
Mstep: Class 11 contains 36308 members 
Mstep: Class 12 contains 50970 members 
Mstep: Class 13 contains 624 members 
Mstep: Class 14 contains 84314 members 
Mstep: Class 15 contains 38904 members 
Mstep: Class 16 contains 68426 members 
Mstep: Class 17 contains 142141 members 
Mstep: Class 18 contains 30601 members 
Mstep: Class 19 contains 7852 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 168231 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2712 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6586 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5574 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 2754 members 
Entering Unmasked Estep 
Score: -142943968.000000 Penalty: 103175.226562
Splitting cluster 3 changes total score from -142945520.000000 to -142943968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (54800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54800 members 
Entering Unmasked Estep 
Score: -7707507.000000 Penalty: 2706.038574
	Iteration 0F: 2 clusters Score -7707507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -7670471.000000 Penalty: 5412.077148
	Iteration 0F: 3 clusters Score -7670471 nChanged 25428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -7684576.000000 Penalty: 5412.077148
	Iteration 1F: 3 clusters Score -7684576 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -7685249.500000 Penalty: 5412.077148
	Iteration 2Q: 3 clusters Score -7685250 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -7685985.500000 Penalty: 5412.077148
	Iteration 3Q: 3 clusters Score -7685986 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -7686846.500000 Penalty: 5412.077148
	Iteration 4Q: 3 clusters Score -7686846 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -7687852.000000 Penalty: 5412.077148
	Iteration 5Q: 3 clusters Score -7687852 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -7689017.000000 Penalty: 5412.077148
	Iteration 6Q: 3 clusters Score -7689017 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -7690088.500000 Penalty: 5412.077148
	Iteration 7Q: 3 clusters Score -7690088 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -7691171.500000 Penalty: 5412.077148
	Iteration 8Q: 3 clusters Score -7691172 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -7692320.500000 Penalty: 5412.077148
	Iteration 9Q: 3 clusters Score -7692320 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -7693521.000000 Penalty: 5412.077148
	Iteration 10Q: 3 clusters Score -7693521 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -7695041.500000 Penalty: 5412.077148
	Iteration 11Q: 3 clusters Score -7695042 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -7696562.500000 Penalty: 5412.077148
	Iteration 12Q: 3 clusters Score -7696562 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -7697957.000000 Penalty: 5412.077148
	Iteration 13Q: 3 clusters Score -7697957 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -7698900.500000 Penalty: 5412.077148
	Iteration 14Q: 3 clusters Score -7698900 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -7699533.000000 Penalty: 5412.077148
	Iteration 15Q: 3 clusters Score -7699533 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -7699976.000000 Penalty: 5412.077148
	Iteration 16Q: 3 clusters Score -7699976 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -7700337.500000 Penalty: 5412.077148
	Iteration 17Q: 3 clusters Score -7700338 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -7700686.500000 Penalty: 5412.077148
	Iteration 18Q: 3 clusters Score -7700686 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -7701028.000000 Penalty: 5412.077148
	Iteration 19Q: 3 clusters Score -7701028 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -7701357.000000 Penalty: 5412.077148
	Iteration 20F: 3 clusters Score -7701357 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -7701726.500000 Penalty: 5412.077148
	Iteration 21Q: 3 clusters Score -7701726 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -7702100.500000 Penalty: 5412.077148
	Iteration 22Q: 3 clusters Score -7702100 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -7702440.000000 Penalty: 5412.077148
	Iteration 23Q: 3 clusters Score -7702440 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -7702733.000000 Penalty: 5412.077148
	Iteration 24Q: 3 clusters Score -7702733 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -7703040.500000 Penalty: 5412.077148
	Iteration 25Q: 3 clusters Score -7703040 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50944 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -7703405.500000 Penalty: 5412.077148
	Iteration 26Q: 3 clusters Score -7703406 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51514 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -7703676.500000 Penalty: 5412.077148
	Iteration 27Q: 3 clusters Score -7703676 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -7703932.500000 Penalty: 5412.077148
	Iteration 28Q: 3 clusters Score -7703932 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -7704183.000000 Penalty: 5412.077148
	Iteration 29Q: 3 clusters Score -7704183 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52769 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -7704360.500000 Penalty: 5412.077148
	Iteration 30Q: 3 clusters Score -7704360 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53049 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -7704506.000000 Penalty: 5412.077148
	Iteration 31Q: 3 clusters Score -7704506 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -7704621.000000 Penalty: 5412.077148
	Iteration 32Q: 3 clusters Score -7704621 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -7704720.500000 Penalty: 5412.077148
	Iteration 33Q: 3 clusters Score -7704720 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53590 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7704808.000000 Penalty: 5412.077148
	Iteration 34Q: 3 clusters Score -7704808 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -7704888.000000 Penalty: 5412.077148
	Iteration 35Q: 3 clusters Score -7704888 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53759 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7704921.000000 Penalty: 5412.077148
	Iteration 36Q: 3 clusters Score -7704921 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7704947.500000 Penalty: 5412.077148
	Iteration 37Q: 3 clusters Score -7704948 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53883 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7704992.500000 Penalty: 5412.077148
	Iteration 38Q: 3 clusters Score -7704992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7705019.000000 Penalty: 5412.077148
	Iteration 39Q: 3 clusters Score -7705019 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53986 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7705052.500000 Penalty: 5412.077148
	Iteration 40F: 3 clusters Score -7705052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7705069.000000 Penalty: 5412.077148
	Iteration 41Q: 3 clusters Score -7705069 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7705075.000000 Penalty: 5412.077148
	Iteration 42Q: 3 clusters Score -7705075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54054 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7705097.500000 Penalty: 5412.077148
	Iteration 43Q: 3 clusters Score -7705098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -7705093.000000 Penalty: 5412.077148
	Iteration 44Q: 3 clusters Score -7705093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54079 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7705098.500000 Penalty: 5412.077148
	Iteration 45Q: 3 clusters Score -7705098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7705105.500000 Penalty: 5412.077148
	Iteration 46Q: 3 clusters Score -7705106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54096 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7705123.000000 Penalty: 5412.077148
	Iteration 47Q: 3 clusters Score -7705123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7705139.500000 Penalty: 5412.077148
	Iteration 48Q: 3 clusters Score -7705140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54133 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7705151.500000 Penalty: 5412.077148
	Iteration 49Q: 3 clusters Score -7705152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54148 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7705156.500000 Penalty: 5412.077148
	Iteration 50Q: 3 clusters Score -7705156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54162 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7705175.000000 Penalty: 5412.077148
	Iteration 51Q: 3 clusters Score -7705175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54175 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7705175.500000 Penalty: 5412.077148
	Iteration 52Q: 3 clusters Score -7705176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7705193.000000 Penalty: 5412.077148
	Iteration 53Q: 3 clusters Score -7705193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -7705197.000000 Penalty: 5412.077148
	Iteration 54Q: 3 clusters Score -7705197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7705196.500000 Penalty: 5412.077148
	Iteration 55Q: 3 clusters Score -7705196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -7705201.500000 Penalty: 5412.077148
	Iteration 56Q: 3 clusters Score -7705202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7705198.000000 Penalty: 5412.077148
	Iteration 57Q: 3 clusters Score -7705198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7705205.500000 Penalty: 5412.077148
	Iteration 58Q: 3 clusters Score -7705206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54212 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7705217.000000 Penalty: 5412.077148
	Iteration 59Q: 3 clusters Score -7705217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7705221.500000 Penalty: 5412.077148
	Iteration 60F: 3 clusters Score -7705222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54220 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7705225.000000 Penalty: 5412.077148
	Iteration 61Q: 3 clusters Score -7705225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7705225.500000 Penalty: 5412.077148
	Iteration 62Q: 3 clusters Score -7705226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7705223.500000 Penalty: 5412.077148
	Iteration 63Q: 3 clusters Score -7705224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7705221.500000 Penalty: 5412.077148
	Iteration 64Q: 3 clusters Score -7705222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7705222.000000 Penalty: 5412.077148
	Iteration 65Q: 3 clusters Score -7705222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7705222.000000 Penalty: 5412.077148
	Iteration 66F: 3 clusters Score -7705222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Entering Unmasked Estep 
Score: -1051420.750000 Penalty: 2240.155762
	Iteration 0F: 2 clusters Score -1051421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1044932.062500 Penalty: 4480.311523
	Iteration 0F: 3 clusters Score -1044932 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1047138.125000 Penalty: 4480.311523
	Iteration 1F: 3 clusters Score -1047138 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1047796.125000 Penalty: 4480.311523
	Iteration 2F: 3 clusters Score -1047796 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1048358.437500 Penalty: 4480.311523
	Iteration 3F: 3 clusters Score -1048358 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1048870.875000 Penalty: 4480.311523
	Iteration 4F: 3 clusters Score -1048871 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1049264.250000 Penalty: 4480.311523
	Iteration 5F: 3 clusters Score -1049264 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1049530.000000 Penalty: 4480.311523
	Iteration 6Q: 3 clusters Score -1049530 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1049716.125000 Penalty: 4480.311523
	Iteration 7Q: 3 clusters Score -1049716 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1049860.500000 Penalty: 4480.311523
	Iteration 8Q: 3 clusters Score -1049860 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1049959.250000 Penalty: 4480.311523
	Iteration 9Q: 3 clusters Score -1049959 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1050038.375000 Penalty: 4480.311523
	Iteration 10Q: 3 clusters Score -1050038 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1050111.625000 Penalty: 4480.311523
	Iteration 11Q: 3 clusters Score -1050112 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1050148.500000 Penalty: 4480.311523
	Iteration 12Q: 3 clusters Score -1050148 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1050175.250000 Penalty: 4480.311523
	Iteration 13Q: 3 clusters Score -1050175 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1050193.000000 Penalty: 4480.311523
	Iteration 14Q: 3 clusters Score -1050193 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1050207.375000 Penalty: 4480.311523
	Iteration 15Q: 3 clusters Score -1050207 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1050217.250000 Penalty: 4480.311523
	Iteration 16Q: 3 clusters Score -1050217 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1050231.125000 Penalty: 4480.311523
	Iteration 17Q: 3 clusters Score -1050231 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1050243.750000 Penalty: 4480.311523
	Iteration 18Q: 3 clusters Score -1050244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1050255.750000 Penalty: 4480.311523
	Iteration 19Q: 3 clusters Score -1050256 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1050268.875000 Penalty: 4480.311523
	Iteration 20F: 3 clusters Score -1050269 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1050287.625000 Penalty: 4480.311523
	Iteration 21Q: 3 clusters Score -1050288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1050298.750000 Penalty: 4480.311523
	Iteration 22Q: 3 clusters Score -1050299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1050306.250000 Penalty: 4480.311523
	Iteration 23Q: 3 clusters Score -1050306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1050309.875000 Penalty: 4480.311523
	Iteration 24Q: 3 clusters Score -1050310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1050315.000000 Penalty: 4480.311523
	Iteration 25Q: 3 clusters Score -1050315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1050316.125000 Penalty: 4480.311523
	Iteration 26Q: 3 clusters Score -1050316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1050317.625000 Penalty: 4480.311523
	Iteration 27Q: 3 clusters Score -1050318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1050320.250000 Penalty: 4480.311523
	Iteration 28Q: 3 clusters Score -1050320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1050322.500000 Penalty: 4480.311523
	Iteration 29Q: 3 clusters Score -1050322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1050322.375000 Penalty: 4480.311523
	Iteration 30Q: 3 clusters Score -1050322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1050323.000000 Penalty: 4480.311523
	Iteration 31Q: 3 clusters Score -1050323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1050324.875000 Penalty: 4480.311523
	Iteration 32Q: 3 clusters Score -1050325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1050325.875000 Penalty: 4480.311523
	Iteration 33Q: 3 clusters Score -1050326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1050327.125000 Penalty: 4480.311523
	Iteration 34Q: 3 clusters Score -1050327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1050329.375000 Penalty: 4480.311523
	Iteration 35Q: 3 clusters Score -1050329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1050329.250000 Penalty: 4480.311523
	Iteration 36Q: 3 clusters Score -1050329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1050332.125000 Penalty: 4480.311523
	Iteration 37Q: 3 clusters Score -1050332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1050333.125000 Penalty: 4480.311523
	Iteration 38Q: 3 clusters Score -1050333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1050333.750000 Penalty: 4480.311523
	Iteration 39Q: 3 clusters Score -1050334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1050334.500000 Penalty: 4480.311523
	Iteration 40F: 3 clusters Score -1050334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1050336.375000 Penalty: 4480.311523
	Iteration 41Q: 3 clusters Score -1050336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1050338.750000 Penalty: 4480.311523
	Iteration 42Q: 3 clusters Score -1050339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1050338.250000 Penalty: 4480.311523
	Iteration 43Q: 3 clusters Score -1050338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1050337.750000 Penalty: 4480.311523
	Iteration 44Q: 3 clusters Score -1050338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1050336.750000 Penalty: 4480.311523
	Iteration 45Q: 3 clusters Score -1050337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1050337.125000 Penalty: 4480.311523
	Iteration 46Q: 3 clusters Score -1050337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1050337.500000 Penalty: 4480.311523
	Iteration 47Q: 3 clusters Score -1050338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1050337.375000 Penalty: 4480.311523
	Iteration 48Q: 3 clusters Score -1050337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1050337.375000 Penalty: 4480.311523
	Iteration 49F: 3 clusters Score -1050337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Entering Unmasked Estep 
Score: -6894252.500000 Penalty: 2680.712402
	Iteration 0F: 2 clusters Score -6894252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -6860922.500000 Penalty: 5361.424805
	Iteration 0F: 3 clusters Score -6860922 nChanged 22835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -6873540.000000 Penalty: 5361.424805
	Iteration 1F: 3 clusters Score -6873540 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -6874161.000000 Penalty: 5361.424805
	Iteration 2Q: 3 clusters Score -6874161 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -6874739.000000 Penalty: 5361.424805
	Iteration 3Q: 3 clusters Score -6874739 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -6875419.500000 Penalty: 5361.424805
	Iteration 4Q: 3 clusters Score -6875420 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -6876198.500000 Penalty: 5361.424805
	Iteration 5Q: 3 clusters Score -6876198 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -6877167.500000 Penalty: 5361.424805
	Iteration 6Q: 3 clusters Score -6877168 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -6878434.000000 Penalty: 5361.424805
	Iteration 7Q: 3 clusters Score -6878434 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -6880065.000000 Penalty: 5361.424805
	Iteration 8F: 3 clusters Score -6880065 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -6882037.000000 Penalty: 5361.424805
	Iteration 9F: 3 clusters Score -6882037 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -6884024.500000 Penalty: 5361.424805
	Iteration 10F: 3 clusters Score -6884024 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -6885527.000000 Penalty: 5361.424805
	Iteration 11F: 3 clusters Score -6885527 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -6886255.500000 Penalty: 5361.424805
	Iteration 12Q: 3 clusters Score -6886256 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -6886647.000000 Penalty: 5361.424805
	Iteration 13Q: 3 clusters Score -6886647 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -6886885.500000 Penalty: 5361.424805
	Iteration 14Q: 3 clusters Score -6886886 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -6887103.500000 Penalty: 5361.424805
	Iteration 15Q: 3 clusters Score -6887104 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -6887259.500000 Penalty: 5361.424805
	Iteration 16Q: 3 clusters Score -6887260 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -6887442.500000 Penalty: 5361.424805
	Iteration 17Q: 3 clusters Score -6887442 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -6887654.000000 Penalty: 5361.424805
	Iteration 18Q: 3 clusters Score -6887654 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -6887796.000000 Penalty: 5361.424805
	Iteration 19Q: 3 clusters Score -6887796 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -6887953.000000 Penalty: 5361.424805
	Iteration 20F: 3 clusters Score -6887953 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -6888091.000000 Penalty: 5361.424805
	Iteration 21Q: 3 clusters Score -6888091 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -6888209.500000 Penalty: 5361.424805
	Iteration 22Q: 3 clusters Score -6888210 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -6888332.000000 Penalty: 5361.424805
	Iteration 23Q: 3 clusters Score -6888332 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -6888454.500000 Penalty: 5361.424805
	Iteration 24Q: 3 clusters Score -6888454 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -6888533.500000 Penalty: 5361.424805
	Iteration 25Q: 3 clusters Score -6888534 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -6888637.500000 Penalty: 5361.424805
	Iteration 26Q: 3 clusters Score -6888638 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -6888705.500000 Penalty: 5361.424805
	Iteration 27Q: 3 clusters Score -6888706 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -6888812.500000 Penalty: 5361.424805
	Iteration 28Q: 3 clusters Score -6888812 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -6888824.500000 Penalty: 5361.424805
	Iteration 29Q: 3 clusters Score -6888824 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -6888892.500000 Penalty: 5361.424805
	Iteration 30Q: 3 clusters Score -6888892 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -6888910.500000 Penalty: 5361.424805
	Iteration 31Q: 3 clusters Score -6888910 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -6888966.000000 Penalty: 5361.424805
	Iteration 32Q: 3 clusters Score -6888966 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -6889007.000000 Penalty: 5361.424805
	Iteration 33Q: 3 clusters Score -6889007 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -6889029.500000 Penalty: 5361.424805
	Iteration 34Q: 3 clusters Score -6889030 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -6889041.000000 Penalty: 5361.424805
	Iteration 35Q: 3 clusters Score -6889041 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -6889092.000000 Penalty: 5361.424805
	Iteration 36Q: 3 clusters Score -6889092 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -6889107.500000 Penalty: 5361.424805
	Iteration 37Q: 3 clusters Score -6889108 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -6889098.000000 Penalty: 5361.424805
	Iteration 38Q: 3 clusters Score -6889098 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -6889104.000000 Penalty: 5361.424805
	Iteration 39Q: 3 clusters Score -6889104 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -6889119.000000 Penalty: 5361.424805
	Iteration 40F: 3 clusters Score -6889119 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -6889126.500000 Penalty: 5361.424805
	Iteration 41Q: 3 clusters Score -6889126 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -6889159.000000 Penalty: 5361.424805
	Iteration 42Q: 3 clusters Score -6889159 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -6889189.500000 Penalty: 5361.424805
	Iteration 43Q: 3 clusters Score -6889190 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -6889190.500000 Penalty: 5361.424805
	Iteration 44Q: 3 clusters Score -6889190 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -6889226.500000 Penalty: 5361.424805
	Iteration 45Q: 3 clusters Score -6889226 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -6889244.000000 Penalty: 5361.424805
	Iteration 46Q: 3 clusters Score -6889244 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -6889277.500000 Penalty: 5361.424805
	Iteration 47Q: 3 clusters Score -6889278 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -6889314.500000 Penalty: 5361.424805
	Iteration 48Q: 3 clusters Score -6889314 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -6889320.000000 Penalty: 5361.424805
	Iteration 49Q: 3 clusters Score -6889320 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -6889325.500000 Penalty: 5361.424805
	Iteration 50Q: 3 clusters Score -6889326 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -6889363.500000 Penalty: 5361.424805
	Iteration 51Q: 3 clusters Score -6889364 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -6889375.500000 Penalty: 5361.424805
	Iteration 52Q: 3 clusters Score -6889376 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -6889367.000000 Penalty: 5361.424805
	Iteration 53Q: 3 clusters Score -6889367 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -6889397.500000 Penalty: 5361.424805
	Iteration 54Q: 3 clusters Score -6889398 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -6889419.000000 Penalty: 5361.424805
	Iteration 55Q: 3 clusters Score -6889419 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -6889424.000000 Penalty: 5361.424805
	Iteration 56Q: 3 clusters Score -6889424 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -6889434.000000 Penalty: 5361.424805
	Iteration 57Q: 3 clusters Score -6889434 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -6889457.000000 Penalty: 5361.424805
	Iteration 58Q: 3 clusters Score -6889457 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -6889469.500000 Penalty: 5361.424805
	Iteration 59Q: 3 clusters Score -6889470 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -6889496.500000 Penalty: 5361.424805
	Iteration 60F: 3 clusters Score -6889496 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -6889511.000000 Penalty: 5361.424805
	Iteration 61Q: 3 clusters Score -6889511 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -6889503.000000 Penalty: 5361.424805
	Iteration 62Q: 3 clusters Score -6889503 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -6889514.000000 Penalty: 5361.424805
	Iteration 63Q: 3 clusters Score -6889514 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -6889523.500000 Penalty: 5361.424805
	Iteration 64Q: 3 clusters Score -6889524 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -6889505.500000 Penalty: 5361.424805
	Iteration 65Q: 3 clusters Score -6889506 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -6889512.000000 Penalty: 5361.424805
	Iteration 66Q: 3 clusters Score -6889512 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -6889543.500000 Penalty: 5361.424805
	Iteration 67Q: 3 clusters Score -6889544 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -6889562.500000 Penalty: 5361.424805
	Iteration 68Q: 3 clusters Score -6889562 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -6889576.500000 Penalty: 5361.424805
	Iteration 69Q: 3 clusters Score -6889576 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -6889578.500000 Penalty: 5361.424805
	Iteration 70Q: 3 clusters Score -6889578 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -6889583.000000 Penalty: 5361.424805
	Iteration 71Q: 3 clusters Score -6889583 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -6889609.500000 Penalty: 5361.424805
	Iteration 72Q: 3 clusters Score -6889610 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -6889603.500000 Penalty: 5361.424805
	Iteration 73Q: 3 clusters Score -6889604 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -6889612.500000 Penalty: 5361.424805
	Iteration 74Q: 3 clusters Score -6889612 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -6889622.500000 Penalty: 5361.424805
	Iteration 75Q: 3 clusters Score -6889622 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -6889631.500000 Penalty: 5361.424805
	Iteration 76Q: 3 clusters Score -6889632 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -6889642.500000 Penalty: 5361.424805
	Iteration 77Q: 3 clusters Score -6889642 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -6889644.000000 Penalty: 5361.424805
	Iteration 78Q: 3 clusters Score -6889644 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -6889664.500000 Penalty: 5361.424805
	Iteration 79Q: 3 clusters Score -6889664 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -6889687.500000 Penalty: 5361.424805
	Iteration 80F: 3 clusters Score -6889688 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -6889710.000000 Penalty: 5361.424805
	Iteration 81Q: 3 clusters Score -6889710 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -6889733.000000 Penalty: 5361.424805
	Iteration 82Q: 3 clusters Score -6889733 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -6889764.000000 Penalty: 5361.424805
	Iteration 83Q: 3 clusters Score -6889764 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -6889784.000000 Penalty: 5361.424805
	Iteration 84Q: 3 clusters Score -6889784 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -6889807.000000 Penalty: 5361.424805
	Iteration 85Q: 3 clusters Score -6889807 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -6889834.500000 Penalty: 5361.424805
	Iteration 86Q: 3 clusters Score -6889834 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -6889873.500000 Penalty: 5361.424805
	Iteration 87Q: 3 clusters Score -6889874 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -6889920.000000 Penalty: 5361.424805
	Iteration 88Q: 3 clusters Score -6889920 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -6889952.000000 Penalty: 5361.424805
	Iteration 89Q: 3 clusters Score -6889952 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -6889986.000000 Penalty: 5361.424805
	Iteration 90Q: 3 clusters Score -6889986 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -6890022.000000 Penalty: 5361.424805
	Iteration 91Q: 3 clusters Score -6890022 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -6890057.500000 Penalty: 5361.424805
	Iteration 92Q: 3 clusters Score -6890058 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -6890093.000000 Penalty: 5361.424805
	Iteration 93Q: 3 clusters Score -6890093 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -6890147.000000 Penalty: 5361.424805
	Iteration 94Q: 3 clusters Score -6890147 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -6890209.000000 Penalty: 5361.424805
	Iteration 95Q: 3 clusters Score -6890209 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -6890276.000000 Penalty: 5361.424805
	Iteration 96Q: 3 clusters Score -6890276 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -6890321.500000 Penalty: 5361.424805
	Iteration 97Q: 3 clusters Score -6890322 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -6890369.500000 Penalty: 5361.424805
	Iteration 98Q: 3 clusters Score -6890370 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -6890408.000000 Penalty: 5361.424805
	Iteration 99Q: 3 clusters Score -6890408 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -6890444.500000 Penalty: 5361.424805
	Iteration 100F: 3 clusters Score -6890444 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -6890497.000000 Penalty: 5361.424805
	Iteration 101Q: 3 clusters Score -6890497 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -6890544.500000 Penalty: 5361.424805
	Iteration 102Q: 3 clusters Score -6890544 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -6890587.000000 Penalty: 5361.424805
	Iteration 103Q: 3 clusters Score -6890587 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -6890661.000000 Penalty: 5361.424805
	Iteration 104Q: 3 clusters Score -6890661 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -6890740.500000 Penalty: 5361.424805
	Iteration 105Q: 3 clusters Score -6890740 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -6890827.500000 Penalty: 5361.424805
	Iteration 106Q: 3 clusters Score -6890828 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -6890892.000000 Penalty: 5361.424805
	Iteration 107Q: 3 clusters Score -6890892 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45983 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -6890981.500000 Penalty: 5361.424805
	Iteration 108Q: 3 clusters Score -6890982 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -6891015.000000 Penalty: 5361.424805
	Iteration 109Q: 3 clusters Score -6891015 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46346 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -6891065.000000 Penalty: 5361.424805
	Iteration 110Q: 3 clusters Score -6891065 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -6891114.500000 Penalty: 5361.424805
	Iteration 111Q: 3 clusters Score -6891114 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -6891154.500000 Penalty: 5361.424805
	Iteration 112Q: 3 clusters Score -6891154 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -6891222.500000 Penalty: 5361.424805
	Iteration 113Q: 3 clusters Score -6891222 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -6891283.500000 Penalty: 5361.424805
	Iteration 114Q: 3 clusters Score -6891284 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -6891342.000000 Penalty: 5361.424805
	Iteration 115Q: 3 clusters Score -6891342 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47373 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -6891434.500000 Penalty: 5361.424805
	Iteration 116Q: 3 clusters Score -6891434 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6891486.500000 Penalty: 5361.424805
	Iteration 117Q: 3 clusters Score -6891486 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6891545.500000 Penalty: 5361.424805
	Iteration 118Q: 3 clusters Score -6891546 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6891610.500000 Penalty: 5361.424805
	Iteration 119Q: 3 clusters Score -6891610 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6891654.500000 Penalty: 5361.424805
	Iteration 120F: 3 clusters Score -6891654 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6891687.000000 Penalty: 5361.424805
	Iteration 121Q: 3 clusters Score -6891687 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -6891714.500000 Penalty: 5361.424805
	Iteration 122Q: 3 clusters Score -6891714 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6891753.500000 Penalty: 5361.424805
	Iteration 123Q: 3 clusters Score -6891754 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6891781.500000 Penalty: 5361.424805
	Iteration 124Q: 3 clusters Score -6891782 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6891822.500000 Penalty: 5361.424805
	Iteration 125Q: 3 clusters Score -6891822 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6891854.000000 Penalty: 5361.424805
	Iteration 126Q: 3 clusters Score -6891854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6891870.000000 Penalty: 5361.424805
	Iteration 127Q: 3 clusters Score -6891870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6891882.000000 Penalty: 5361.424805
	Iteration 128Q: 3 clusters Score -6891882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6891907.000000 Penalty: 5361.424805
	Iteration 129Q: 3 clusters Score -6891907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6891925.000000 Penalty: 5361.424805
	Iteration 130Q: 3 clusters Score -6891925 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -6891938.000000 Penalty: 5361.424805
	Iteration 131Q: 3 clusters Score -6891938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6891965.500000 Penalty: 5361.424805
	Iteration 132Q: 3 clusters Score -6891966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48607 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6891985.000000 Penalty: 5361.424805
	Iteration 133Q: 3 clusters Score -6891985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6891994.000000 Penalty: 5361.424805
	Iteration 134Q: 3 clusters Score -6891994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6892003.000000 Penalty: 5361.424805
	Iteration 135Q: 3 clusters Score -6892003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48644 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6892002.500000 Penalty: 5361.424805
	Iteration 136Q: 3 clusters Score -6892002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6892006.500000 Penalty: 5361.424805
	Iteration 137Q: 3 clusters Score -6892006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6892009.000000 Penalty: 5361.424805
	Iteration 138Q: 3 clusters Score -6892009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6892009.500000 Penalty: 5361.424805
	Iteration 139Q: 3 clusters Score -6892010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6892010.500000 Penalty: 5361.424805
	Iteration 140F: 3 clusters Score -6892010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6892014.000000 Penalty: 5361.424805
	Iteration 141Q: 3 clusters Score -6892014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6892008.000000 Penalty: 5361.424805
	Iteration 142Q: 3 clusters Score -6892008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6892005.000000 Penalty: 5361.424805
	Iteration 143Q: 3 clusters Score -6892005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6892006.500000 Penalty: 5361.424805
	Iteration 144Q: 3 clusters Score -6892006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6892012.500000 Penalty: 5361.424805
	Iteration 145Q: 3 clusters Score -6892012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6892012.500000 Penalty: 5361.424805
	Iteration 146F: 3 clusters Score -6892012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Entering Unmasked Estep 
Score: -1493427.500000 Penalty: 2308.161865
	Iteration 0F: 2 clusters Score -1493428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1485125.000000 Penalty: 4616.323730
	Iteration 0F: 3 clusters Score -1485125 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1487633.125000 Penalty: 4616.323730
	Iteration 1F: 3 clusters Score -1487633 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1487991.750000 Penalty: 4616.323730
	Iteration 2F: 3 clusters Score -1487992 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1488296.000000 Penalty: 4616.323730
	Iteration 3F: 3 clusters Score -1488296 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1488594.125000 Penalty: 4616.323730
	Iteration 4Q: 3 clusters Score -1488594 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1488942.000000 Penalty: 4616.323730
	Iteration 5Q: 3 clusters Score -1488942 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1489280.625000 Penalty: 4616.323730
	Iteration 6Q: 3 clusters Score -1489281 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1489637.125000 Penalty: 4616.323730
	Iteration 7Q: 3 clusters Score -1489637 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1490044.750000 Penalty: 4616.323730
	Iteration 8Q: 3 clusters Score -1490045 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1490454.875000 Penalty: 4616.323730
	Iteration 9Q: 3 clusters Score -1490455 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1490906.000000 Penalty: 4616.323730
	Iteration 10Q: 3 clusters Score -1490906 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1491356.125000 Penalty: 4616.323730
	Iteration 11Q: 3 clusters Score -1491356 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1491897.000000 Penalty: 4616.323730
	Iteration 12Q: 3 clusters Score -1491897 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1492353.750000 Penalty: 4616.323730
	Iteration 13Q: 3 clusters Score -1492354 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1492609.250000 Penalty: 4616.323730
	Iteration 14Q: 3 clusters Score -1492609 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1492769.625000 Penalty: 4616.323730
	Iteration 15Q: 3 clusters Score -1492770 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1492867.125000 Penalty: 4616.323730
	Iteration 16Q: 3 clusters Score -1492867 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1492923.875000 Penalty: 4616.323730
	Iteration 17Q: 3 clusters Score -1492924 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1492954.375000 Penalty: 4616.323730
	Iteration 18Q: 3 clusters Score -1492954 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1492981.250000 Penalty: 4616.323730
	Iteration 19Q: 3 clusters Score -1492981 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1492994.625000 Penalty: 4616.323730
	Iteration 20F: 3 clusters Score -1492995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1492993.625000 Penalty: 4616.323730
	Iteration 21Q: 3 clusters Score -1492994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1493001.125000 Penalty: 4616.323730
	Iteration 22Q: 3 clusters Score -1493001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1493005.000000 Penalty: 4616.323730
	Iteration 23Q: 3 clusters Score -1493005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1493005.500000 Penalty: 4616.323730
	Iteration 24Q: 3 clusters Score -1493006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1493005.000000 Penalty: 4616.323730
	Iteration 25Q: 3 clusters Score -1493005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1493005.750000 Penalty: 4616.323730
	Iteration 26Q: 3 clusters Score -1493006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1493004.375000 Penalty: 4616.323730
	Iteration 27Q: 3 clusters Score -1493004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1493004.375000 Penalty: 4616.323730
	Iteration 28F: 3 clusters Score -1493004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Entering Unmasked Estep 
Score: -4723783.500000 Penalty: 2592.814697
	Iteration 0F: 2 clusters Score -4723784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -4700098.000000 Penalty: 5185.629395
	Iteration 0F: 3 clusters Score -4700098 nChanged 15811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -4708877.500000 Penalty: 5185.629395
	Iteration 1F: 3 clusters Score -4708878 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -4709481.000000 Penalty: 5185.629395
	Iteration 2Q: 3 clusters Score -4709481 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -4710140.000000 Penalty: 5185.629395
	Iteration 3Q: 3 clusters Score -4710140 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -4710878.500000 Penalty: 5185.629395
	Iteration 4Q: 3 clusters Score -4710878 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -4711594.500000 Penalty: 5185.629395
	Iteration 5Q: 3 clusters Score -4711594 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -4712362.500000 Penalty: 5185.629395
	Iteration 6Q: 3 clusters Score -4712362 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -4713120.500000 Penalty: 5185.629395
	Iteration 7Q: 3 clusters Score -4713120 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -4713847.500000 Penalty: 5185.629395
	Iteration 8Q: 3 clusters Score -4713848 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -4714569.000000 Penalty: 5185.629395
	Iteration 9Q: 3 clusters Score -4714569 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -4715240.500000 Penalty: 5185.629395
	Iteration 10Q: 3 clusters Score -4715240 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -4715797.000000 Penalty: 5185.629395
	Iteration 11Q: 3 clusters Score -4715797 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -4716234.500000 Penalty: 5185.629395
	Iteration 12Q: 3 clusters Score -4716234 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -4716556.500000 Penalty: 5185.629395
	Iteration 13Q: 3 clusters Score -4716556 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -4716740.500000 Penalty: 5185.629395
	Iteration 14Q: 3 clusters Score -4716740 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -4716862.000000 Penalty: 5185.629395
	Iteration 15Q: 3 clusters Score -4716862 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -4716994.000000 Penalty: 5185.629395
	Iteration 16Q: 3 clusters Score -4716994 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -4717088.500000 Penalty: 5185.629395
	Iteration 17Q: 3 clusters Score -4717088 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -4717180.500000 Penalty: 5185.629395
	Iteration 18Q: 3 clusters Score -4717180 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -4717266.000000 Penalty: 5185.629395
	Iteration 19Q: 3 clusters Score -4717266 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -4717340.000000 Penalty: 5185.629395
	Iteration 20F: 3 clusters Score -4717340 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -4717416.000000 Penalty: 5185.629395
	Iteration 21Q: 3 clusters Score -4717416 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -4717530.500000 Penalty: 5185.629395
	Iteration 22Q: 3 clusters Score -4717530 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -4717615.000000 Penalty: 5185.629395
	Iteration 23Q: 3 clusters Score -4717615 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -4717698.500000 Penalty: 5185.629395
	Iteration 24Q: 3 clusters Score -4717698 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -4717762.500000 Penalty: 5185.629395
	Iteration 25Q: 3 clusters Score -4717762 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -4717877.000000 Penalty: 5185.629395
	Iteration 26Q: 3 clusters Score -4717877 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -4717936.500000 Penalty: 5185.629395
	Iteration 27Q: 3 clusters Score -4717936 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -4718024.500000 Penalty: 5185.629395
	Iteration 28Q: 3 clusters Score -4718024 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -4718077.000000 Penalty: 5185.629395
	Iteration 29Q: 3 clusters Score -4718077 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -4718123.000000 Penalty: 5185.629395
	Iteration 30Q: 3 clusters Score -4718123 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -4718186.500000 Penalty: 5185.629395
	Iteration 31Q: 3 clusters Score -4718186 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -4718259.000000 Penalty: 5185.629395
	Iteration 32Q: 3 clusters Score -4718259 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -4718352.000000 Penalty: 5185.629395
	Iteration 33Q: 3 clusters Score -4718352 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -4718439.500000 Penalty: 5185.629395
	Iteration 34Q: 3 clusters Score -4718440 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -4718532.000000 Penalty: 5185.629395
	Iteration 35Q: 3 clusters Score -4718532 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -4718625.000000 Penalty: 5185.629395
	Iteration 36Q: 3 clusters Score -4718625 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -4718723.500000 Penalty: 5185.629395
	Iteration 37Q: 3 clusters Score -4718724 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -4718853.500000 Penalty: 5185.629395
	Iteration 38Q: 3 clusters Score -4718854 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -4718985.500000 Penalty: 5185.629395
	Iteration 39Q: 3 clusters Score -4718986 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -4719118.000000 Penalty: 5185.629395
	Iteration 40F: 3 clusters Score -4719118 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -4719266.500000 Penalty: 5185.629395
	Iteration 41Q: 3 clusters Score -4719266 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -4719422.500000 Penalty: 5185.629395
	Iteration 42Q: 3 clusters Score -4719422 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -4719670.000000 Penalty: 5185.629395
	Iteration 43Q: 3 clusters Score -4719670 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -4719919.500000 Penalty: 5185.629395
	Iteration 44Q: 3 clusters Score -4719920 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -4720185.500000 Penalty: 5185.629395
	Iteration 45Q: 3 clusters Score -4720186 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -4720465.000000 Penalty: 5185.629395
	Iteration 46Q: 3 clusters Score -4720465 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -4720667.500000 Penalty: 5185.629395
	Iteration 47Q: 3 clusters Score -4720668 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -4720832.000000 Penalty: 5185.629395
	Iteration 48Q: 3 clusters Score -4720832 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -4720968.500000 Penalty: 5185.629395
	Iteration 49Q: 3 clusters Score -4720968 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -4721094.000000 Penalty: 5185.629395
	Iteration 50Q: 3 clusters Score -4721094 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -4721183.500000 Penalty: 5185.629395
	Iteration 51Q: 3 clusters Score -4721184 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -4721261.500000 Penalty: 5185.629395
	Iteration 52Q: 3 clusters Score -4721262 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -4721325.000000 Penalty: 5185.629395
	Iteration 53Q: 3 clusters Score -4721325 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -4721383.000000 Penalty: 5185.629395
	Iteration 54Q: 3 clusters Score -4721383 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -4721446.500000 Penalty: 5185.629395
	Iteration 55Q: 3 clusters Score -4721446 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -4721491.000000 Penalty: 5185.629395
	Iteration 56Q: 3 clusters Score -4721491 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -4721514.000000 Penalty: 5185.629395
	Iteration 57Q: 3 clusters Score -4721514 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -4721536.500000 Penalty: 5185.629395
	Iteration 58Q: 3 clusters Score -4721536 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -4721548.500000 Penalty: 5185.629395
	Iteration 59Q: 3 clusters Score -4721548 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -4721577.500000 Penalty: 5185.629395
	Iteration 60F: 3 clusters Score -4721578 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -4721588.500000 Penalty: 5185.629395
	Iteration 61Q: 3 clusters Score -4721588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -4721603.500000 Penalty: 5185.629395
	Iteration 62Q: 3 clusters Score -4721604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -4721614.500000 Penalty: 5185.629395
	Iteration 63Q: 3 clusters Score -4721614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -4721640.500000 Penalty: 5185.629395
	Iteration 64Q: 3 clusters Score -4721640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -4721652.000000 Penalty: 5185.629395
	Iteration 65Q: 3 clusters Score -4721652 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -4721653.500000 Penalty: 5185.629395
	Iteration 66Q: 3 clusters Score -4721654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -4721666.000000 Penalty: 5185.629395
	Iteration 67Q: 3 clusters Score -4721666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -4721672.500000 Penalty: 5185.629395
	Iteration 68Q: 3 clusters Score -4721672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -4721683.000000 Penalty: 5185.629395
	Iteration 69Q: 3 clusters Score -4721683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -4721687.000000 Penalty: 5185.629395
	Iteration 70Q: 3 clusters Score -4721687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -4721698.000000 Penalty: 5185.629395
	Iteration 71Q: 3 clusters Score -4721698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -4721687.500000 Penalty: 5185.629395
	Iteration 72Q: 3 clusters Score -4721688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -4721691.500000 Penalty: 5185.629395
	Iteration 73Q: 3 clusters Score -4721692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -4721697.500000 Penalty: 5185.629395
	Iteration 74Q: 3 clusters Score -4721698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -4721708.000000 Penalty: 5185.629395
	Iteration 75Q: 3 clusters Score -4721708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -4721699.000000 Penalty: 5185.629395
	Iteration 76Q: 3 clusters Score -4721699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -4721702.000000 Penalty: 5185.629395
	Iteration 77Q: 3 clusters Score -4721702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -4721708.500000 Penalty: 5185.629395
	Iteration 78Q: 3 clusters Score -4721708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -4721705.000000 Penalty: 5185.629395
	Iteration 79Q: 3 clusters Score -4721705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -4721709.500000 Penalty: 5185.629395
	Iteration 80F: 3 clusters Score -4721710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -4721707.500000 Penalty: 5185.629395
	Iteration 81Q: 3 clusters Score -4721708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -4721706.500000 Penalty: 5185.629395
	Iteration 82Q: 3 clusters Score -4721706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -4721706.500000 Penalty: 5185.629395
	Iteration 83Q: 3 clusters Score -4721706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -4721706.000000 Penalty: 5185.629395
	Iteration 84Q: 3 clusters Score -4721706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -4721705.500000 Penalty: 5185.629395
	Iteration 85Q: 3 clusters Score -4721706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -4721706.500000 Penalty: 5185.629395
	Iteration 86Q: 3 clusters Score -4721706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -4721710.500000 Penalty: 5185.629395
	Iteration 87Q: 3 clusters Score -4721710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -4721707.500000 Penalty: 5185.629395
	Iteration 88Q: 3 clusters Score -4721708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -4721713.500000 Penalty: 5185.629395
	Iteration 89Q: 3 clusters Score -4721714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -4721719.000000 Penalty: 5185.629395
	Iteration 90Q: 3 clusters Score -4721719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -4721714.500000 Penalty: 5185.629395
	Iteration 91Q: 3 clusters Score -4721714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -4721718.500000 Penalty: 5185.629395
	Iteration 92Q: 3 clusters Score -4721718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -4721718.500000 Penalty: 5185.629395
	Iteration 93F: 3 clusters Score -4721718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Entering Unmasked Estep 
Score: -5655062.500000 Penalty: 2638.792725
	Iteration 0F: 2 clusters Score -5655062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -5626803.000000 Penalty: 5277.585449
	Iteration 0F: 3 clusters Score -5626803 nChanged 19179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -5637224.500000 Penalty: 5277.585449
	Iteration 1F: 3 clusters Score -5637224 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -5637658.500000 Penalty: 5277.585449
	Iteration 2Q: 3 clusters Score -5637658 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -5637978.000000 Penalty: 5277.585449
	Iteration 3Q: 3 clusters Score -5637978 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -5638237.500000 Penalty: 5277.585449
	Iteration 4Q: 3 clusters Score -5638238 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -5638479.000000 Penalty: 5277.585449
	Iteration 5Q: 3 clusters Score -5638479 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -5638717.500000 Penalty: 5277.585449
	Iteration 6Q: 3 clusters Score -5638718 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -5638961.500000 Penalty: 5277.585449
	Iteration 7Q: 3 clusters Score -5638962 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -5639202.500000 Penalty: 5277.585449
	Iteration 8Q: 3 clusters Score -5639202 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -5639489.500000 Penalty: 5277.585449
	Iteration 9Q: 3 clusters Score -5639490 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -5639794.000000 Penalty: 5277.585449
	Iteration 10Q: 3 clusters Score -5639794 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -5640243.500000 Penalty: 5277.585449
	Iteration 11Q: 3 clusters Score -5640244 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -5640717.500000 Penalty: 5277.585449
	Iteration 12Q: 3 clusters Score -5640718 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -5641337.500000 Penalty: 5277.585449
	Iteration 13Q: 3 clusters Score -5641338 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -5642132.000000 Penalty: 5277.585449
	Iteration 14Q: 3 clusters Score -5642132 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -5643286.500000 Penalty: 5277.585449
	Iteration 15Q: 3 clusters Score -5643286 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -5644858.500000 Penalty: 5277.585449
	Iteration 16F: 3 clusters Score -5644858 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -5646815.500000 Penalty: 5277.585449
	Iteration 17F: 3 clusters Score -5646816 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -5648748.500000 Penalty: 5277.585449
	Iteration 18F: 3 clusters Score -5648748 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -5650415.000000 Penalty: 5277.585449
	Iteration 19Q: 3 clusters Score -5650415 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -5651477.500000 Penalty: 5277.585449
	Iteration 20F: 3 clusters Score -5651478 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -5652070.000000 Penalty: 5277.585449
	Iteration 21Q: 3 clusters Score -5652070 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -5652347.000000 Penalty: 5277.585449
	Iteration 22Q: 3 clusters Score -5652347 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -5652483.000000 Penalty: 5277.585449
	Iteration 23Q: 3 clusters Score -5652483 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -5652572.000000 Penalty: 5277.585449
	Iteration 24Q: 3 clusters Score -5652572 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -5652616.500000 Penalty: 5277.585449
	Iteration 25Q: 3 clusters Score -5652616 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -5652659.000000 Penalty: 5277.585449
	Iteration 26Q: 3 clusters Score -5652659 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -5652666.500000 Penalty: 5277.585449
	Iteration 27Q: 3 clusters Score -5652666 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -5652684.000000 Penalty: 5277.585449
	Iteration 28Q: 3 clusters Score -5652684 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -5652704.000000 Penalty: 5277.585449
	Iteration 29Q: 3 clusters Score -5652704 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -5652723.000000 Penalty: 5277.585449
	Iteration 30Q: 3 clusters Score -5652723 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -5652741.500000 Penalty: 5277.585449
	Iteration 31Q: 3 clusters Score -5652742 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -5652745.000000 Penalty: 5277.585449
	Iteration 32Q: 3 clusters Score -5652745 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -5652760.500000 Penalty: 5277.585449
	Iteration 33Q: 3 clusters Score -5652760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -5652769.500000 Penalty: 5277.585449
	Iteration 34Q: 3 clusters Score -5652770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -5652774.000000 Penalty: 5277.585449
	Iteration 35Q: 3 clusters Score -5652774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -5652761.500000 Penalty: 5277.585449
	Iteration 36Q: 3 clusters Score -5652762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -5652776.000000 Penalty: 5277.585449
	Iteration 37Q: 3 clusters Score -5652776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -5652782.500000 Penalty: 5277.585449
	Iteration 38Q: 3 clusters Score -5652782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -5652780.000000 Penalty: 5277.585449
	Iteration 39Q: 3 clusters Score -5652780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -5652783.500000 Penalty: 5277.585449
	Iteration 40F: 3 clusters Score -5652784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -5652795.500000 Penalty: 5277.585449
	Iteration 41Q: 3 clusters Score -5652796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -5652789.000000 Penalty: 5277.585449
	Iteration 42Q: 3 clusters Score -5652789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -5652791.500000 Penalty: 5277.585449
	Iteration 43Q: 3 clusters Score -5652792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -5652791.000000 Penalty: 5277.585449
	Iteration 44Q: 3 clusters Score -5652791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -5652789.000000 Penalty: 5277.585449
	Iteration 45Q: 3 clusters Score -5652789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -5652789.500000 Penalty: 5277.585449
	Iteration 46Q: 3 clusters Score -5652790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -5652798.000000 Penalty: 5277.585449
	Iteration 47Q: 3 clusters Score -5652798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -5652797.000000 Penalty: 5277.585449
	Iteration 48Q: 3 clusters Score -5652797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -5652810.000000 Penalty: 5277.585449
	Iteration 49Q: 3 clusters Score -5652810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -5652805.500000 Penalty: 5277.585449
	Iteration 50Q: 3 clusters Score -5652806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -5652807.500000 Penalty: 5277.585449
	Iteration 51Q: 3 clusters Score -5652808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -5652814.000000 Penalty: 5277.585449
	Iteration 52Q: 3 clusters Score -5652814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -5652818.000000 Penalty: 5277.585449
	Iteration 53Q: 3 clusters Score -5652818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -5652826.500000 Penalty: 5277.585449
	Iteration 54Q: 3 clusters Score -5652826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -5652837.500000 Penalty: 5277.585449
	Iteration 55Q: 3 clusters Score -5652838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -5652836.500000 Penalty: 5277.585449
	Iteration 56Q: 3 clusters Score -5652836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -5652849.000000 Penalty: 5277.585449
	Iteration 57Q: 3 clusters Score -5652849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -5652852.500000 Penalty: 5277.585449
	Iteration 58Q: 3 clusters Score -5652852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -5652855.500000 Penalty: 5277.585449
	Iteration 59Q: 3 clusters Score -5652856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -5652852.000000 Penalty: 5277.585449
	Iteration 60F: 3 clusters Score -5652852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -5652852.000000 Penalty: 5277.585449
	Iteration 61Q: 3 clusters Score -5652852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -5652855.000000 Penalty: 5277.585449
	Iteration 62Q: 3 clusters Score -5652855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -5652855.000000 Penalty: 5277.585449
	Iteration 63F: 3 clusters Score -5652855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Entering Unmasked Estep 
Score: -1843822.750000 Penalty: 2368.423096
	Iteration 0F: 2 clusters Score -1843823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1833557.125000 Penalty: 4736.846191
	Iteration 0F: 3 clusters Score -1833557 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1836925.125000 Penalty: 4736.846191
	Iteration 1F: 3 clusters Score -1836925 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1837418.375000 Penalty: 4736.846191
	Iteration 2F: 3 clusters Score -1837418 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1837946.625000 Penalty: 4736.846191
	Iteration 3F: 3 clusters Score -1837947 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1838455.000000 Penalty: 4736.846191
	Iteration 4F: 3 clusters Score -1838455 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1838942.000000 Penalty: 4736.846191
	Iteration 5F: 3 clusters Score -1838942 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1839511.625000 Penalty: 4736.846191
	Iteration 6Q: 3 clusters Score -1839512 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1840078.625000 Penalty: 4736.846191
	Iteration 7F: 3 clusters Score -1840079 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1840536.000000 Penalty: 4736.846191
	Iteration 8F: 3 clusters Score -1840536 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1840972.500000 Penalty: 4736.846191
	Iteration 9Q: 3 clusters Score -1840972 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1841360.250000 Penalty: 4736.846191
	Iteration 10Q: 3 clusters Score -1841360 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1841713.500000 Penalty: 4736.846191
	Iteration 11Q: 3 clusters Score -1841714 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1842010.500000 Penalty: 4736.846191
	Iteration 12Q: 3 clusters Score -1842010 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1842269.375000 Penalty: 4736.846191
	Iteration 13Q: 3 clusters Score -1842269 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1842492.125000 Penalty: 4736.846191
	Iteration 14Q: 3 clusters Score -1842492 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1842680.125000 Penalty: 4736.846191
	Iteration 15Q: 3 clusters Score -1842680 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1842865.000000 Penalty: 4736.846191
	Iteration 16Q: 3 clusters Score -1842865 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1843039.625000 Penalty: 4736.846191
	Iteration 17Q: 3 clusters Score -1843040 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1843190.125000 Penalty: 4736.846191
	Iteration 18Q: 3 clusters Score -1843190 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1843315.750000 Penalty: 4736.846191
	Iteration 19Q: 3 clusters Score -1843316 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1843419.750000 Penalty: 4736.846191
	Iteration 20F: 3 clusters Score -1843420 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1843509.250000 Penalty: 4736.846191
	Iteration 21Q: 3 clusters Score -1843509 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1843583.375000 Penalty: 4736.846191
	Iteration 22Q: 3 clusters Score -1843583 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1843650.875000 Penalty: 4736.846191
	Iteration 23Q: 3 clusters Score -1843651 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1843690.875000 Penalty: 4736.846191
	Iteration 24Q: 3 clusters Score -1843691 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1843729.500000 Penalty: 4736.846191
	Iteration 25Q: 3 clusters Score -1843730 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1843770.000000 Penalty: 4736.846191
	Iteration 26Q: 3 clusters Score -1843770 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1843799.875000 Penalty: 4736.846191
	Iteration 27Q: 3 clusters Score -1843800 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1843827.250000 Penalty: 4736.846191
	Iteration 28Q: 3 clusters Score -1843827 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1843848.875000 Penalty: 4736.846191
	Iteration 29Q: 3 clusters Score -1843849 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1843860.875000 Penalty: 4736.846191
	Iteration 30Q: 3 clusters Score -1843861 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1843878.500000 Penalty: 4736.846191
	Iteration 31Q: 3 clusters Score -1843878 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1843893.500000 Penalty: 4736.846191
	Iteration 32Q: 3 clusters Score -1843894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1843903.000000 Penalty: 4736.846191
	Iteration 33Q: 3 clusters Score -1843903 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1843912.000000 Penalty: 4736.846191
	Iteration 34Q: 3 clusters Score -1843912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1843920.125000 Penalty: 4736.846191
	Iteration 35Q: 3 clusters Score -1843920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1843928.875000 Penalty: 4736.846191
	Iteration 36Q: 3 clusters Score -1843929 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1843936.500000 Penalty: 4736.846191
	Iteration 37Q: 3 clusters Score -1843936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1843946.750000 Penalty: 4736.846191
	Iteration 38Q: 3 clusters Score -1843947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1843948.375000 Penalty: 4736.846191
	Iteration 39Q: 3 clusters Score -1843948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1843949.875000 Penalty: 4736.846191
	Iteration 40F: 3 clusters Score -1843950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1843955.750000 Penalty: 4736.846191
	Iteration 41Q: 3 clusters Score -1843956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1843953.125000 Penalty: 4736.846191
	Iteration 42Q: 3 clusters Score -1843953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1843958.500000 Penalty: 4736.846191
	Iteration 43Q: 3 clusters Score -1843958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1843961.375000 Penalty: 4736.846191
	Iteration 44Q: 3 clusters Score -1843961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1843964.000000 Penalty: 4736.846191
	Iteration 45Q: 3 clusters Score -1843964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1843967.625000 Penalty: 4736.846191
	Iteration 46Q: 3 clusters Score -1843968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1843970.250000 Penalty: 4736.846191
	Iteration 47Q: 3 clusters Score -1843970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1843974.500000 Penalty: 4736.846191
	Iteration 48Q: 3 clusters Score -1843974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1843974.625000 Penalty: 4736.846191
	Iteration 49Q: 3 clusters Score -1843975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1843979.250000 Penalty: 4736.846191
	Iteration 50Q: 3 clusters Score -1843979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1843976.375000 Penalty: 4736.846191
	Iteration 51Q: 3 clusters Score -1843976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1843978.875000 Penalty: 4736.846191
	Iteration 52Q: 3 clusters Score -1843979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1843979.250000 Penalty: 4736.846191
	Iteration 53Q: 3 clusters Score -1843979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1843981.875000 Penalty: 4736.846191
	Iteration 54Q: 3 clusters Score -1843982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1843984.875000 Penalty: 4736.846191
	Iteration 55Q: 3 clusters Score -1843985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1843984.375000 Penalty: 4736.846191
	Iteration 56Q: 3 clusters Score -1843984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1843982.750000 Penalty: 4736.846191
	Iteration 57Q: 3 clusters Score -1843983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1843985.500000 Penalty: 4736.846191
	Iteration 58Q: 3 clusters Score -1843986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1843987.000000 Penalty: 4736.846191
	Iteration 59Q: 3 clusters Score -1843987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1843989.250000 Penalty: 4736.846191
	Iteration 60F: 3 clusters Score -1843989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1843987.500000 Penalty: 4736.846191
	Iteration 61Q: 3 clusters Score -1843988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1843989.125000 Penalty: 4736.846191
	Iteration 62Q: 3 clusters Score -1843989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1843990.125000 Penalty: 4736.846191
	Iteration 63Q: 3 clusters Score -1843990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1843990.125000 Penalty: 4736.846191
	Iteration 64F: 3 clusters Score -1843990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 149948 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54800 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49480 members 
Mstep: Class 7 contains 11016 members 
Mstep: Class 8 contains 34714 members 
Mstep: Class 9 contains 41785 members 
Mstep: Class 10 contains 1797 members 
Mstep: Class 11 contains 36308 members 
Mstep: Class 12 contains 50970 members 
Mstep: Class 13 contains 12249 members 
Mstep: Class 14 contains 84314 members 
Mstep: Class 15 contains 38904 members 
Mstep: Class 16 contains 68426 members 
Mstep: Class 17 contains 142141 members 
Mstep: Class 18 contains 30601 members 
Mstep: Class 19 contains 7852 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 168231 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2712 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6586 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5574 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 2754 members 
Entering Unmasked Estep 
Score: -142944400.000000 Penalty: 103175.226562
Splitting cluster 10 changes total score from -142945520.000000 to -142944400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (36308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Entering Unmasked Estep 
Score: -5102714.000000 Penalty: 2603.948730
	Iteration 0F: 2 clusters Score -5102714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -5078095.500000 Penalty: 5207.897461
	Iteration 0F: 3 clusters Score -5078096 nChanged 16491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -5086957.500000 Penalty: 5207.897461
	Iteration 1F: 3 clusters Score -5086958 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -5087344.500000 Penalty: 5207.897461
	Iteration 2Q: 3 clusters Score -5087344 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -5087655.500000 Penalty: 5207.897461
	Iteration 3Q: 3 clusters Score -5087656 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -5087940.000000 Penalty: 5207.897461
	Iteration 4Q: 3 clusters Score -5087940 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -5088198.000000 Penalty: 5207.897461
	Iteration 5Q: 3 clusters Score -5088198 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -5088493.000000 Penalty: 5207.897461
	Iteration 6Q: 3 clusters Score -5088493 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -5088839.000000 Penalty: 5207.897461
	Iteration 7Q: 3 clusters Score -5088839 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -5089280.500000 Penalty: 5207.897461
	Iteration 8Q: 3 clusters Score -5089280 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -5089914.500000 Penalty: 5207.897461
	Iteration 9Q: 3 clusters Score -5089914 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -5090839.000000 Penalty: 5207.897461
	Iteration 10Q: 3 clusters Score -5090839 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -5092069.000000 Penalty: 5207.897461
	Iteration 11F: 3 clusters Score -5092069 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -5093809.500000 Penalty: 5207.897461
	Iteration 12F: 3 clusters Score -5093810 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -5095636.500000 Penalty: 5207.897461
	Iteration 13F: 3 clusters Score -5095636 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -5097146.000000 Penalty: 5207.897461
	Iteration 14F: 3 clusters Score -5097146 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -5098243.500000 Penalty: 5207.897461
	Iteration 15Q: 3 clusters Score -5098244 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -5098894.000000 Penalty: 5207.897461
	Iteration 16Q: 3 clusters Score -5098894 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -5099331.000000 Penalty: 5207.897461
	Iteration 17Q: 3 clusters Score -5099331 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -5099641.000000 Penalty: 5207.897461
	Iteration 18Q: 3 clusters Score -5099641 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -5099883.000000 Penalty: 5207.897461
	Iteration 19Q: 3 clusters Score -5099883 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -5100070.500000 Penalty: 5207.897461
	Iteration 20F: 3 clusters Score -5100070 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -5100219.500000 Penalty: 5207.897461
	Iteration 21Q: 3 clusters Score -5100220 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -5100353.000000 Penalty: 5207.897461
	Iteration 22Q: 3 clusters Score -5100353 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -5100471.000000 Penalty: 5207.897461
	Iteration 23Q: 3 clusters Score -5100471 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -5100580.000000 Penalty: 5207.897461
	Iteration 24Q: 3 clusters Score -5100580 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -5100658.000000 Penalty: 5207.897461
	Iteration 25Q: 3 clusters Score -5100658 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -5100751.500000 Penalty: 5207.897461
	Iteration 26Q: 3 clusters Score -5100752 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -5100879.500000 Penalty: 5207.897461
	Iteration 27Q: 3 clusters Score -5100880 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -5100938.000000 Penalty: 5207.897461
	Iteration 28Q: 3 clusters Score -5100938 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -5100982.500000 Penalty: 5207.897461
	Iteration 29Q: 3 clusters Score -5100982 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -5101061.000000 Penalty: 5207.897461
	Iteration 30Q: 3 clusters Score -5101061 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -5101101.500000 Penalty: 5207.897461
	Iteration 31Q: 3 clusters Score -5101102 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -5101154.000000 Penalty: 5207.897461
	Iteration 32Q: 3 clusters Score -5101154 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -5101200.500000 Penalty: 5207.897461
	Iteration 33Q: 3 clusters Score -5101200 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -5101233.500000 Penalty: 5207.897461
	Iteration 34Q: 3 clusters Score -5101234 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -5101249.000000 Penalty: 5207.897461
	Iteration 35Q: 3 clusters Score -5101249 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -5101278.500000 Penalty: 5207.897461
	Iteration 36Q: 3 clusters Score -5101278 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -5101301.000000 Penalty: 5207.897461
	Iteration 37Q: 3 clusters Score -5101301 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -5101323.500000 Penalty: 5207.897461
	Iteration 38Q: 3 clusters Score -5101324 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -5101337.500000 Penalty: 5207.897461
	Iteration 39Q: 3 clusters Score -5101338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -5101353.000000 Penalty: 5207.897461
	Iteration 40F: 3 clusters Score -5101353 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -5101374.500000 Penalty: 5207.897461
	Iteration 41Q: 3 clusters Score -5101374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -5101386.000000 Penalty: 5207.897461
	Iteration 42Q: 3 clusters Score -5101386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -5101400.500000 Penalty: 5207.897461
	Iteration 43Q: 3 clusters Score -5101400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -5101410.000000 Penalty: 5207.897461
	Iteration 44Q: 3 clusters Score -5101410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -5101421.000000 Penalty: 5207.897461
	Iteration 45Q: 3 clusters Score -5101421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -5101447.000000 Penalty: 5207.897461
	Iteration 46Q: 3 clusters Score -5101447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -5101464.000000 Penalty: 5207.897461
	Iteration 47Q: 3 clusters Score -5101464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -5101474.500000 Penalty: 5207.897461
	Iteration 48Q: 3 clusters Score -5101474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -5101477.000000 Penalty: 5207.897461
	Iteration 49Q: 3 clusters Score -5101477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -5101482.000000 Penalty: 5207.897461
	Iteration 50Q: 3 clusters Score -5101482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -5101489.000000 Penalty: 5207.897461
	Iteration 51Q: 3 clusters Score -5101489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -5101490.000000 Penalty: 5207.897461
	Iteration 52Q: 3 clusters Score -5101490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -5101492.500000 Penalty: 5207.897461
	Iteration 53Q: 3 clusters Score -5101492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -5101493.000000 Penalty: 5207.897461
	Iteration 54Q: 3 clusters Score -5101493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -5101509.500000 Penalty: 5207.897461
	Iteration 55Q: 3 clusters Score -5101510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -5101512.000000 Penalty: 5207.897461
	Iteration 56Q: 3 clusters Score -5101512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -5101512.500000 Penalty: 5207.897461
	Iteration 57Q: 3 clusters Score -5101512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -5101522.000000 Penalty: 5207.897461
	Iteration 58Q: 3 clusters Score -5101522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -5101536.500000 Penalty: 5207.897461
	Iteration 59Q: 3 clusters Score -5101536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -5101545.500000 Penalty: 5207.897461
	Iteration 60F: 3 clusters Score -5101546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -5101563.500000 Penalty: 5207.897461
	Iteration 61Q: 3 clusters Score -5101564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -5101590.000000 Penalty: 5207.897461
	Iteration 62Q: 3 clusters Score -5101590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -5101603.000000 Penalty: 5207.897461
	Iteration 63Q: 3 clusters Score -5101603 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -5101640.000000 Penalty: 5207.897461
	Iteration 64Q: 3 clusters Score -5101640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -5101667.000000 Penalty: 5207.897461
	Iteration 65Q: 3 clusters Score -5101667 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -5101669.500000 Penalty: 5207.897461
	Iteration 66Q: 3 clusters Score -5101670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -5101685.000000 Penalty: 5207.897461
	Iteration 67Q: 3 clusters Score -5101685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -5101698.500000 Penalty: 5207.897461
	Iteration 68Q: 3 clusters Score -5101698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -5101706.000000 Penalty: 5207.897461
	Iteration 69Q: 3 clusters Score -5101706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -5101710.000000 Penalty: 5207.897461
	Iteration 70Q: 3 clusters Score -5101710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -5101712.000000 Penalty: 5207.897461
	Iteration 71Q: 3 clusters Score -5101712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -5101720.000000 Penalty: 5207.897461
	Iteration 72Q: 3 clusters Score -5101720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -5101729.500000 Penalty: 5207.897461
	Iteration 73Q: 3 clusters Score -5101730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -5101738.500000 Penalty: 5207.897461
	Iteration 74Q: 3 clusters Score -5101738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -5101743.500000 Penalty: 5207.897461
	Iteration 75Q: 3 clusters Score -5101744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -5101748.500000 Penalty: 5207.897461
	Iteration 76Q: 3 clusters Score -5101748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -5101758.000000 Penalty: 5207.897461
	Iteration 77Q: 3 clusters Score -5101758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -5101761.500000 Penalty: 5207.897461
	Iteration 78Q: 3 clusters Score -5101762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -5101767.500000 Penalty: 5207.897461
	Iteration 79Q: 3 clusters Score -5101768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -5101768.500000 Penalty: 5207.897461
	Iteration 80F: 3 clusters Score -5101768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -5101772.000000 Penalty: 5207.897461
	Iteration 81Q: 3 clusters Score -5101772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -5101775.500000 Penalty: 5207.897461
	Iteration 82Q: 3 clusters Score -5101776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -5101781.000000 Penalty: 5207.897461
	Iteration 83Q: 3 clusters Score -5101781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -5101781.000000 Penalty: 5207.897461
	Iteration 84Q: 3 clusters Score -5101781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -5101787.000000 Penalty: 5207.897461
	Iteration 85Q: 3 clusters Score -5101787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -5101792.500000 Penalty: 5207.897461
	Iteration 86Q: 3 clusters Score -5101792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -5101791.000000 Penalty: 5207.897461
	Iteration 87Q: 3 clusters Score -5101791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -5101790.000000 Penalty: 5207.897461
	Iteration 88Q: 3 clusters Score -5101790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -5101791.000000 Penalty: 5207.897461
	Iteration 89Q: 3 clusters Score -5101791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -5101794.500000 Penalty: 5207.897461
	Iteration 90Q: 3 clusters Score -5101794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -5101788.500000 Penalty: 5207.897461
	Iteration 91Q: 3 clusters Score -5101788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -5101785.500000 Penalty: 5207.897461
	Iteration 92Q: 3 clusters Score -5101786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -5101790.500000 Penalty: 5207.897461
	Iteration 93Q: 3 clusters Score -5101790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -5101790.500000 Penalty: 5207.897461
	Iteration 94F: 3 clusters Score -5101790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (50970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Entering Unmasked Estep 
Score: -7165266.000000 Penalty: 2688.070068
	Iteration 0F: 2 clusters Score -7165266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -7130935.500000 Penalty: 5376.140137
	Iteration 0F: 3 clusters Score -7130936 nChanged 23547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -7144602.000000 Penalty: 5376.140137
	Iteration 1F: 3 clusters Score -7144602 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -7145693.500000 Penalty: 5376.140137
	Iteration 2Q: 3 clusters Score -7145694 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -7146946.500000 Penalty: 5376.140137
	Iteration 3F: 3 clusters Score -7146946 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -7148354.500000 Penalty: 5376.140137
	Iteration 4F: 3 clusters Score -7148354 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -7149945.500000 Penalty: 5376.140137
	Iteration 5F: 3 clusters Score -7149946 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -7151789.500000 Penalty: 5376.140137
	Iteration 6F: 3 clusters Score -7151790 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -7153807.000000 Penalty: 5376.140137
	Iteration 7F: 3 clusters Score -7153807 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -7155678.500000 Penalty: 5376.140137
	Iteration 8F: 3 clusters Score -7155678 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -7157056.000000 Penalty: 5376.140137
	Iteration 9Q: 3 clusters Score -7157056 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -7157863.000000 Penalty: 5376.140137
	Iteration 10Q: 3 clusters Score -7157863 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -7158384.000000 Penalty: 5376.140137
	Iteration 11Q: 3 clusters Score -7158384 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -7158672.000000 Penalty: 5376.140137
	Iteration 12Q: 3 clusters Score -7158672 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -7158851.000000 Penalty: 5376.140137
	Iteration 13Q: 3 clusters Score -7158851 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -7159040.500000 Penalty: 5376.140137
	Iteration 14Q: 3 clusters Score -7159040 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -7159197.500000 Penalty: 5376.140137
	Iteration 15Q: 3 clusters Score -7159198 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -7159355.500000 Penalty: 5376.140137
	Iteration 16Q: 3 clusters Score -7159356 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -7159518.000000 Penalty: 5376.140137
	Iteration 17Q: 3 clusters Score -7159518 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -7159661.500000 Penalty: 5376.140137
	Iteration 18Q: 3 clusters Score -7159662 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -7159752.000000 Penalty: 5376.140137
	Iteration 19Q: 3 clusters Score -7159752 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -7159868.500000 Penalty: 5376.140137
	Iteration 20F: 3 clusters Score -7159868 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -7159971.500000 Penalty: 5376.140137
	Iteration 21Q: 3 clusters Score -7159972 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -7160059.500000 Penalty: 5376.140137
	Iteration 22Q: 3 clusters Score -7160060 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -7160134.500000 Penalty: 5376.140137
	Iteration 23Q: 3 clusters Score -7160134 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -7160223.500000 Penalty: 5376.140137
	Iteration 24Q: 3 clusters Score -7160224 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -7160334.000000 Penalty: 5376.140137
	Iteration 25Q: 3 clusters Score -7160334 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -7160457.000000 Penalty: 5376.140137
	Iteration 26Q: 3 clusters Score -7160457 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -7160549.000000 Penalty: 5376.140137
	Iteration 27Q: 3 clusters Score -7160549 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -7160658.000000 Penalty: 5376.140137
	Iteration 28Q: 3 clusters Score -7160658 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -7160785.500000 Penalty: 5376.140137
	Iteration 29Q: 3 clusters Score -7160786 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -7160914.500000 Penalty: 5376.140137
	Iteration 30Q: 3 clusters Score -7160914 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -7161039.500000 Penalty: 5376.140137
	Iteration 31Q: 3 clusters Score -7161040 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -7161149.500000 Penalty: 5376.140137
	Iteration 32Q: 3 clusters Score -7161150 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -7161297.500000 Penalty: 5376.140137
	Iteration 33Q: 3 clusters Score -7161298 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -7161419.500000 Penalty: 5376.140137
	Iteration 34Q: 3 clusters Score -7161420 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -7161565.500000 Penalty: 5376.140137
	Iteration 35Q: 3 clusters Score -7161566 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -7161755.000000 Penalty: 5376.140137
	Iteration 36Q: 3 clusters Score -7161755 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -7161912.000000 Penalty: 5376.140137
	Iteration 37Q: 3 clusters Score -7161912 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -7162055.500000 Penalty: 5376.140137
	Iteration 38Q: 3 clusters Score -7162056 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -7162153.500000 Penalty: 5376.140137
	Iteration 39Q: 3 clusters Score -7162154 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -7162249.000000 Penalty: 5376.140137
	Iteration 40F: 3 clusters Score -7162249 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -7162384.000000 Penalty: 5376.140137
	Iteration 41Q: 3 clusters Score -7162384 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -7162451.000000 Penalty: 5376.140137
	Iteration 42Q: 3 clusters Score -7162451 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -7162540.000000 Penalty: 5376.140137
	Iteration 43Q: 3 clusters Score -7162540 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 47464 members 
Entering Unmasked Estep 
Score: -7162633.000000 Penalty: 5376.140137
	Iteration 44Q: 3 clusters Score -7162633 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -7162738.500000 Penalty: 5376.140137
	Iteration 45Q: 3 clusters Score -7162738 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -7162797.000000 Penalty: 5376.140137
	Iteration 46Q: 3 clusters Score -7162797 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -7162872.000000 Penalty: 5376.140137
	Iteration 47Q: 3 clusters Score -7162872 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 48263 members 
Entering Unmasked Estep 
Score: -7162920.000000 Penalty: 5376.140137
	Iteration 48Q: 3 clusters Score -7162920 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -7162970.000000 Penalty: 5376.140137
	Iteration 49Q: 3 clusters Score -7162970 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -7163004.000000 Penalty: 5376.140137
	Iteration 50Q: 3 clusters Score -7163004 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -7163039.500000 Penalty: 5376.140137
	Iteration 51Q: 3 clusters Score -7163040 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -7163079.000000 Penalty: 5376.140137
	Iteration 52Q: 3 clusters Score -7163079 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -7163117.500000 Penalty: 5376.140137
	Iteration 53Q: 3 clusters Score -7163118 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -7163143.500000 Penalty: 5376.140137
	Iteration 54Q: 3 clusters Score -7163144 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -7163181.000000 Penalty: 5376.140137
	Iteration 55Q: 3 clusters Score -7163181 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -7163212.500000 Penalty: 5376.140137
	Iteration 56Q: 3 clusters Score -7163212 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -7163251.500000 Penalty: 5376.140137
	Iteration 57Q: 3 clusters Score -7163252 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -7163277.000000 Penalty: 5376.140137
	Iteration 58Q: 3 clusters Score -7163277 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -7163297.000000 Penalty: 5376.140137
	Iteration 59Q: 3 clusters Score -7163297 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -7163314.000000 Penalty: 5376.140137
	Iteration 60F: 3 clusters Score -7163314 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 49477 members 
Entering Unmasked Estep 
Score: -7163332.500000 Penalty: 5376.140137
	Iteration 61Q: 3 clusters Score -7163332 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 49530 members 
Entering Unmasked Estep 
Score: -7163358.000000 Penalty: 5376.140137
	Iteration 62Q: 3 clusters Score -7163358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -7163344.500000 Penalty: 5376.140137
	Iteration 63Q: 3 clusters Score -7163344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -7163367.000000 Penalty: 5376.140137
	Iteration 64Q: 3 clusters Score -7163367 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -7163375.000000 Penalty: 5376.140137
	Iteration 65Q: 3 clusters Score -7163375 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -7163384.500000 Penalty: 5376.140137
	Iteration 66Q: 3 clusters Score -7163384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 49720 members 
Entering Unmasked Estep 
Score: -7163384.500000 Penalty: 5376.140137
	Iteration 67Q: 3 clusters Score -7163384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -7163405.500000 Penalty: 5376.140137
	Iteration 68Q: 3 clusters Score -7163406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -7163416.500000 Penalty: 5376.140137
	Iteration 69Q: 3 clusters Score -7163416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -7163422.000000 Penalty: 5376.140137
	Iteration 70Q: 3 clusters Score -7163422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -7163434.500000 Penalty: 5376.140137
	Iteration 71Q: 3 clusters Score -7163434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 49803 members 
Entering Unmasked Estep 
Score: -7163445.000000 Penalty: 5376.140137
	Iteration 72Q: 3 clusters Score -7163445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -7163449.000000 Penalty: 5376.140137
	Iteration 73Q: 3 clusters Score -7163449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -7163456.500000 Penalty: 5376.140137
	Iteration 74Q: 3 clusters Score -7163456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -7163451.500000 Penalty: 5376.140137
	Iteration 75Q: 3 clusters Score -7163452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -7163451.000000 Penalty: 5376.140137
	Iteration 76Q: 3 clusters Score -7163451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -7163450.500000 Penalty: 5376.140137
	Iteration 77Q: 3 clusters Score -7163450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -7163452.500000 Penalty: 5376.140137
	Iteration 78Q: 3 clusters Score -7163452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -7163457.000000 Penalty: 5376.140137
	Iteration 79Q: 3 clusters Score -7163457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -7163463.500000 Penalty: 5376.140137
	Iteration 80F: 3 clusters Score -7163464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -7163465.500000 Penalty: 5376.140137
	Iteration 81Q: 3 clusters Score -7163466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -7163470.000000 Penalty: 5376.140137
	Iteration 82Q: 3 clusters Score -7163470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -7163471.500000 Penalty: 5376.140137
	Iteration 83Q: 3 clusters Score -7163472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -7163473.000000 Penalty: 5376.140137
	Iteration 84Q: 3 clusters Score -7163473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -7163476.000000 Penalty: 5376.140137
	Iteration 85Q: 3 clusters Score -7163476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -7163476.500000 Penalty: 5376.140137
	Iteration 86Q: 3 clusters Score -7163476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -7163478.500000 Penalty: 5376.140137
	Iteration 87Q: 3 clusters Score -7163478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 49893 members 
Entering Unmasked Estep 
Score: -7163475.500000 Penalty: 5376.140137
	Iteration 88Q: 3 clusters Score -7163476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -7163471.500000 Penalty: 5376.140137
	Iteration 89Q: 3 clusters Score -7163472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 49897 members 
Entering Unmasked Estep 
Score: -7163472.500000 Penalty: 5376.140137
	Iteration 90Q: 3 clusters Score -7163472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -7163478.500000 Penalty: 5376.140137
	Iteration 91Q: 3 clusters Score -7163478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -7163473.500000 Penalty: 5376.140137
	Iteration 92Q: 3 clusters Score -7163474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -7163473.500000 Penalty: 5376.140137
	Iteration 93Q: 3 clusters Score -7163474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -7163479.000000 Penalty: 5376.140137
	Iteration 94Q: 3 clusters Score -7163479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -7163480.000000 Penalty: 5376.140137
	Iteration 95Q: 3 clusters Score -7163480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -7163480.000000 Penalty: 5376.140137
	Iteration 96F: 3 clusters Score -7163480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (84314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84314 members 
Entering Unmasked Estep 
Score: -11633706.000000 Penalty: 2812.891113
	Iteration 0F: 2 clusters Score -1.163371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -11577233.000000 Penalty: 5625.782227
	Iteration 0F: 3 clusters Score -1.157723e+07 nChanged 39686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -11600994.000000 Penalty: 5625.782227
	Iteration 1F: 3 clusters Score -1.160099e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -11602740.000000 Penalty: 5625.782227
	Iteration 2Q: 3 clusters Score -1.160274e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -11605579.000000 Penalty: 5625.782227
	Iteration 3F: 3 clusters Score -1.160558e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -11609350.000000 Penalty: 5625.782227
	Iteration 4F: 3 clusters Score -1.160935e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50392 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -11614424.000000 Penalty: 5625.782227
	Iteration 5F: 3 clusters Score -1.161442e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -11620128.000000 Penalty: 5625.782227
	Iteration 6F: 3 clusters Score -1.162013e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -11624279.000000 Penalty: 5625.782227
	Iteration 7F: 3 clusters Score -1.162428e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56018 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -11626387.000000 Penalty: 5625.782227
	Iteration 8Q: 3 clusters Score -1.162639e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56694 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -11627436.000000 Penalty: 5625.782227
	Iteration 9Q: 3 clusters Score -1.162744e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57114 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -11627957.000000 Penalty: 5625.782227
	Iteration 10Q: 3 clusters Score -1.162796e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57442 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -11628446.000000 Penalty: 5625.782227
	Iteration 11Q: 3 clusters Score -1.162845e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57694 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -11628738.000000 Penalty: 5625.782227
	Iteration 12Q: 3 clusters Score -1.162874e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57879 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -11628942.000000 Penalty: 5625.782227
	Iteration 13Q: 3 clusters Score -1.162894e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58012 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -11629102.000000 Penalty: 5625.782227
	Iteration 14Q: 3 clusters Score -1.16291e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58104 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -11629203.000000 Penalty: 5625.782227
	Iteration 15Q: 3 clusters Score -1.16292e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58182 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -11629311.000000 Penalty: 5625.782227
	Iteration 16Q: 3 clusters Score -1.162931e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -11629370.000000 Penalty: 5625.782227
	Iteration 17Q: 3 clusters Score -1.162937e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58272 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -11629420.000000 Penalty: 5625.782227
	Iteration 18Q: 3 clusters Score -1.162942e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58316 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -11629431.000000 Penalty: 5625.782227
	Iteration 19Q: 3 clusters Score -1.162943e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58359 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -11629457.000000 Penalty: 5625.782227
	Iteration 20F: 3 clusters Score -1.162946e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -11629443.000000 Penalty: 5625.782227
	Iteration 21Q: 3 clusters Score -1.162944e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58424 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -11629475.000000 Penalty: 5625.782227
	Iteration 22Q: 3 clusters Score -1.162948e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -11629513.000000 Penalty: 5625.782227
	Iteration 23Q: 3 clusters Score -1.162951e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -11629504.000000 Penalty: 5625.782227
	Iteration 24Q: 3 clusters Score -1.16295e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58537 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -11629527.000000 Penalty: 5625.782227
	Iteration 25Q: 3 clusters Score -1.162953e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58576 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -11629503.000000 Penalty: 5625.782227
	Iteration 26Q: 3 clusters Score -1.16295e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58608 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -11629518.000000 Penalty: 5625.782227
	Iteration 27Q: 3 clusters Score -1.162952e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -11629527.000000 Penalty: 5625.782227
	Iteration 28Q: 3 clusters Score -1.162953e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58665 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -11629533.000000 Penalty: 5625.782227
	Iteration 29Q: 3 clusters Score -1.162953e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58685 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -11629549.000000 Penalty: 5625.782227
	Iteration 30Q: 3 clusters Score -1.162955e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58707 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -11629539.000000 Penalty: 5625.782227
	Iteration 31Q: 3 clusters Score -1.162954e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58730 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -11629539.000000 Penalty: 5625.782227
	Iteration 32Q: 3 clusters Score -1.162954e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -11629545.000000 Penalty: 5625.782227
	Iteration 33Q: 3 clusters Score -1.162954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58767 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -11629549.000000 Penalty: 5625.782227
	Iteration 34Q: 3 clusters Score -1.162955e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58783 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -11629559.000000 Penalty: 5625.782227
	Iteration 35Q: 3 clusters Score -1.162956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58798 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -11629545.000000 Penalty: 5625.782227
	Iteration 36Q: 3 clusters Score -1.162954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58811 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -11629559.000000 Penalty: 5625.782227
	Iteration 37Q: 3 clusters Score -1.162956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -11629540.000000 Penalty: 5625.782227
	Iteration 38Q: 3 clusters Score -1.162954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -11629545.000000 Penalty: 5625.782227
	Iteration 39Q: 3 clusters Score -1.162954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -11629553.000000 Penalty: 5625.782227
	Iteration 40F: 3 clusters Score -1.162955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -11629561.000000 Penalty: 5625.782227
	Iteration 41Q: 3 clusters Score -1.162956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58839 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -11629563.000000 Penalty: 5625.782227
	Iteration 42Q: 3 clusters Score -1.162956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -11629560.000000 Penalty: 5625.782227
	Iteration 43Q: 3 clusters Score -1.162956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58857 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -11629556.000000 Penalty: 5625.782227
	Iteration 44Q: 3 clusters Score -1.162956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58863 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -11629548.000000 Penalty: 5625.782227
	Iteration 45Q: 3 clusters Score -1.162955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58870 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -11629541.000000 Penalty: 5625.782227
	Iteration 46Q: 3 clusters Score -1.162954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58873 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -11629539.000000 Penalty: 5625.782227
	Iteration 47Q: 3 clusters Score -1.162954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -11629532.000000 Penalty: 5625.782227
	Iteration 48Q: 3 clusters Score -1.162953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58880 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -11629529.000000 Penalty: 5625.782227
	Iteration 49Q: 3 clusters Score -1.162953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58881 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -11629533.000000 Penalty: 5625.782227
	Iteration 50Q: 3 clusters Score -1.162953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58883 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -11629523.000000 Penalty: 5625.782227
	Iteration 51Q: 3 clusters Score -1.162952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58885 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -11629528.000000 Penalty: 5625.782227
	Iteration 52Q: 3 clusters Score -1.162953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58888 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -11629543.000000 Penalty: 5625.782227
	Iteration 53Q: 3 clusters Score -1.162954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -11629547.000000 Penalty: 5625.782227
	Iteration 54Q: 3 clusters Score -1.162955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58905 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -11629536.000000 Penalty: 5625.782227
	Iteration 55Q: 3 clusters Score -1.162954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -11629542.000000 Penalty: 5625.782227
	Iteration 56Q: 3 clusters Score -1.162954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58915 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -11629555.000000 Penalty: 5625.782227
	Iteration 57Q: 3 clusters Score -1.162956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58924 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -11629552.000000 Penalty: 5625.782227
	Iteration 58Q: 3 clusters Score -1.162955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -11629541.000000 Penalty: 5625.782227
	Iteration 59Q: 3 clusters Score -1.162954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -11629550.000000 Penalty: 5625.782227
	Iteration 60F: 3 clusters Score -1.162955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -11629546.000000 Penalty: 5625.782227
	Iteration 61Q: 3 clusters Score -1.162955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -11629554.000000 Penalty: 5625.782227
	Iteration 62Q: 3 clusters Score -1.162955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58960 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -11629547.000000 Penalty: 5625.782227
	Iteration 63Q: 3 clusters Score -1.162955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -11629538.000000 Penalty: 5625.782227
	Iteration 64Q: 3 clusters Score -1.162954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58976 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -11629542.000000 Penalty: 5625.782227
	Iteration 65Q: 3 clusters Score -1.162954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -11629537.000000 Penalty: 5625.782227
	Iteration 66Q: 3 clusters Score -1.162954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58984 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -11629539.000000 Penalty: 5625.782227
	Iteration 67Q: 3 clusters Score -1.162954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -11629549.000000 Penalty: 5625.782227
	Iteration 68Q: 3 clusters Score -1.162955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58999 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -11629541.000000 Penalty: 5625.782227
	Iteration 69Q: 3 clusters Score -1.162954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -11629530.000000 Penalty: 5625.782227
	Iteration 70Q: 3 clusters Score -1.162953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -11629536.000000 Penalty: 5625.782227
	Iteration 71Q: 3 clusters Score -1.162954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59016 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -11629539.000000 Penalty: 5625.782227
	Iteration 72Q: 3 clusters Score -1.162954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59020 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -11629528.000000 Penalty: 5625.782227
	Iteration 73Q: 3 clusters Score -1.162953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59024 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -11629535.000000 Penalty: 5625.782227
	Iteration 74Q: 3 clusters Score -1.162954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59025 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -11629538.000000 Penalty: 5625.782227
	Iteration 75Q: 3 clusters Score -1.162954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59025 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -11629538.000000 Penalty: 5625.782227
	Iteration 76F: 3 clusters Score -1.162954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Entering Unmasked Estep 
Score: -5472346.500000 Penalty: 2621.075439
	Iteration 0F: 2 clusters Score -5472346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -5445910.000000 Penalty: 5242.150879
	Iteration 0F: 3 clusters Score -5445910 nChanged 17828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -5455593.000000 Penalty: 5242.150879
	Iteration 1F: 3 clusters Score -5455593 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -5456126.000000 Penalty: 5242.150879
	Iteration 2Q: 3 clusters Score -5456126 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -5456673.000000 Penalty: 5242.150879
	Iteration 3Q: 3 clusters Score -5456673 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -5457369.000000 Penalty: 5242.150879
	Iteration 4Q: 3 clusters Score -5457369 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -5458310.500000 Penalty: 5242.150879
	Iteration 5Q: 3 clusters Score -5458310 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -5459725.000000 Penalty: 5242.150879
	Iteration 6F: 3 clusters Score -5459725 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -5461738.000000 Penalty: 5242.150879
	Iteration 7F: 3 clusters Score -5461738 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -5464148.500000 Penalty: 5242.150879
	Iteration 8F: 3 clusters Score -5464148 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -5466524.500000 Penalty: 5242.150879
	Iteration 9F: 3 clusters Score -5466524 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -5468183.000000 Penalty: 5242.150879
	Iteration 10Q: 3 clusters Score -5468183 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -5469095.000000 Penalty: 5242.150879
	Iteration 11Q: 3 clusters Score -5469095 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -5469518.000000 Penalty: 5242.150879
	Iteration 12Q: 3 clusters Score -5469518 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -5469744.000000 Penalty: 5242.150879
	Iteration 13Q: 3 clusters Score -5469744 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -5469891.500000 Penalty: 5242.150879
	Iteration 14Q: 3 clusters Score -5469892 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -5469945.000000 Penalty: 5242.150879
	Iteration 15Q: 3 clusters Score -5469945 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -5469970.500000 Penalty: 5242.150879
	Iteration 16Q: 3 clusters Score -5469970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -5469986.500000 Penalty: 5242.150879
	Iteration 17Q: 3 clusters Score -5469986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -5470001.000000 Penalty: 5242.150879
	Iteration 18Q: 3 clusters Score -5470001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -5470009.500000 Penalty: 5242.150879
	Iteration 19Q: 3 clusters Score -5470010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -5470016.000000 Penalty: 5242.150879
	Iteration 20F: 3 clusters Score -5470016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -5470020.000000 Penalty: 5242.150879
	Iteration 21Q: 3 clusters Score -5470020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -5470025.000000 Penalty: 5242.150879
	Iteration 22Q: 3 clusters Score -5470025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -5470035.000000 Penalty: 5242.150879
	Iteration 23Q: 3 clusters Score -5470035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -5470037.500000 Penalty: 5242.150879
	Iteration 24Q: 3 clusters Score -5470038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -5470040.500000 Penalty: 5242.150879
	Iteration 25Q: 3 clusters Score -5470040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -5470043.500000 Penalty: 5242.150879
	Iteration 26Q: 3 clusters Score -5470044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -5470045.000000 Penalty: 5242.150879
	Iteration 27Q: 3 clusters Score -5470045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -5470047.500000 Penalty: 5242.150879
	Iteration 28Q: 3 clusters Score -5470048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -5470047.500000 Penalty: 5242.150879
	Iteration 29F: 3 clusters Score -5470048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68426 members 
Entering Unmasked Estep 
Score: -9580584.000000 Penalty: 2761.109863
	Iteration 0F: 2 clusters Score -9580584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -9534802.000000 Penalty: 5522.219727
	Iteration 0F: 3 clusters Score -9534802 nChanged 32136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -9552783.000000 Penalty: 5522.219727
	Iteration 1F: 3 clusters Score -9552783 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -9553446.000000 Penalty: 5522.219727
	Iteration 2Q: 3 clusters Score -9553446 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -9554250.000000 Penalty: 5522.219727
	Iteration 3Q: 3 clusters Score -9554250 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -9555334.000000 Penalty: 5522.219727
	Iteration 4Q: 3 clusters Score -9555334 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -9557188.000000 Penalty: 5522.219727
	Iteration 5F: 3 clusters Score -9557188 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -9560706.000000 Penalty: 5522.219727
	Iteration 6F: 3 clusters Score -9560706 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -9565982.000000 Penalty: 5522.219727
	Iteration 7F: 3 clusters Score -9565982 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -9571708.000000 Penalty: 5522.219727
	Iteration 8F: 3 clusters Score -9571708 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 65272 members 
Entering Unmasked Estep 
Score: -9575583.000000 Penalty: 5522.219727
	Iteration 9F: 3 clusters Score -9575583 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 66932 members 
Entering Unmasked Estep 
Score: -9577266.000000 Penalty: 5522.219727
	Iteration 10Q: 3 clusters Score -9577266 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 67497 members 
Entering Unmasked Estep 
Score: -9577870.000000 Penalty: 5522.219727
	Iteration 11Q: 3 clusters Score -9577870 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 67700 members 
Entering Unmasked Estep 
Score: -9578088.000000 Penalty: 5522.219727
	Iteration 12Q: 3 clusters Score -9578088 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 67781 members 
Entering Unmasked Estep 
Score: -9578199.000000 Penalty: 5522.219727
	Iteration 13Q: 3 clusters Score -9578199 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 67830 members 
Entering Unmasked Estep 
Score: -9578252.000000 Penalty: 5522.219727
	Iteration 14Q: 3 clusters Score -9578252 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 67855 members 
Entering Unmasked Estep 
Score: -9578310.000000 Penalty: 5522.219727
	Iteration 15Q: 3 clusters Score -9578310 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 67875 members 
Entering Unmasked Estep 
Score: -9578349.000000 Penalty: 5522.219727
	Iteration 16Q: 3 clusters Score -9578349 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 67894 members 
Entering Unmasked Estep 
Score: -9578389.000000 Penalty: 5522.219727
	Iteration 17Q: 3 clusters Score -9578389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 67900 members 
Entering Unmasked Estep 
Score: -9578410.000000 Penalty: 5522.219727
	Iteration 18Q: 3 clusters Score -9578410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 67904 members 
Entering Unmasked Estep 
Score: -9578421.000000 Penalty: 5522.219727
	Iteration 19Q: 3 clusters Score -9578421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 67909 members 
Entering Unmasked Estep 
Score: -9578430.000000 Penalty: 5522.219727
	Iteration 20F: 3 clusters Score -9578430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 67914 members 
Entering Unmasked Estep 
Score: -9578432.000000 Penalty: 5522.219727
	Iteration 21Q: 3 clusters Score -9578432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 67917 members 
Entering Unmasked Estep 
Score: -9578430.000000 Penalty: 5522.219727
	Iteration 22Q: 3 clusters Score -9578430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 67920 members 
Entering Unmasked Estep 
Score: -9578432.000000 Penalty: 5522.219727
	Iteration 23Q: 3 clusters Score -9578432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 67923 members 
Entering Unmasked Estep 
Score: -9578430.000000 Penalty: 5522.219727
	Iteration 24Q: 3 clusters Score -9578430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
Score: -9578433.000000 Penalty: 5522.219727
	Iteration 25Q: 3 clusters Score -9578433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 67928 members 
Entering Unmasked Estep 
Score: -9578438.000000 Penalty: 5522.219727
	Iteration 26Q: 3 clusters Score -9578438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 67928 members 
Entering Unmasked Estep 
Score: -9578438.000000 Penalty: 5522.219727
	Iteration 27F: 3 clusters Score -9578438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (142141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142141 members 
Entering Unmasked Estep 
Score: -19771664.000000 Penalty: 2942.414551
	Iteration 0F: 2 clusters Score -1.977166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71182 members 
Mstep: Class 2 contains 70959 members 
Entering Unmasked Estep 
Score: -19680142.000000 Penalty: 5884.829102
	Iteration 0F: 3 clusters Score -1.968014e+07 nChanged 67665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70887 members 
Mstep: Class 2 contains 71254 members 
Entering Unmasked Estep 
Score: -19719314.000000 Penalty: 5884.829102
	Iteration 1F: 3 clusters Score -1.971931e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71088 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
Score: -19719894.000000 Penalty: 5884.829102
	Iteration 2Q: 3 clusters Score -1.971989e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71388 members 
Mstep: Class 2 contains 70753 members 
Entering Unmasked Estep 
Score: -19720526.000000 Penalty: 5884.829102
	Iteration 3Q: 3 clusters Score -1.972053e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71788 members 
Mstep: Class 2 contains 70353 members 
Entering Unmasked Estep 
Score: -19721342.000000 Penalty: 5884.829102
	Iteration 4Q: 3 clusters Score -1.972134e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72405 members 
Mstep: Class 2 contains 69736 members 
Entering Unmasked Estep 
Score: -19722156.000000 Penalty: 5884.829102
	Iteration 5Q: 3 clusters Score -1.972216e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73356 members 
Mstep: Class 2 contains 68785 members 
Entering Unmasked Estep 
Score: -19723066.000000 Penalty: 5884.829102
	Iteration 6Q: 3 clusters Score -1.972307e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74776 members 
Mstep: Class 2 contains 67365 members 
Entering Unmasked Estep 
Score: -19724256.000000 Penalty: 5884.829102
	Iteration 7Q: 3 clusters Score -1.972426e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76848 members 
Mstep: Class 2 contains 65293 members 
Entering Unmasked Estep 
Score: -19725920.000000 Penalty: 5884.829102
	Iteration 8Q: 3 clusters Score -1.972592e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79753 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -19728438.000000 Penalty: 5884.829102
	Iteration 9Q: 3 clusters Score -1.972844e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83651 members 
Mstep: Class 2 contains 58490 members 
Entering Unmasked Estep 
Score: -19732308.000000 Penalty: 5884.829102
	Iteration 10Q: 3 clusters Score -1.973231e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88142 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -19737598.000000 Penalty: 5884.829102
	Iteration 11F: 3 clusters Score -1.97376e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92451 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -19743484.000000 Penalty: 5884.829102
	Iteration 12F: 3 clusters Score -1.974348e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96010 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -19748496.000000 Penalty: 5884.829102
	Iteration 13F: 3 clusters Score -1.97485e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98740 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -19751398.000000 Penalty: 5884.829102
	Iteration 14Q: 3 clusters Score -1.97514e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101075 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -19752870.000000 Penalty: 5884.829102
	Iteration 15Q: 3 clusters Score -1.975287e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103328 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -19753932.000000 Penalty: 5884.829102
	Iteration 16Q: 3 clusters Score -1.975393e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105656 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -19754988.000000 Penalty: 5884.829102
	Iteration 17Q: 3 clusters Score -1.975499e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107970 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -19755982.000000 Penalty: 5884.829102
	Iteration 18Q: 3 clusters Score -1.975598e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110239 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -19756734.000000 Penalty: 5884.829102
	Iteration 19Q: 3 clusters Score -1.975673e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112456 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -19757562.000000 Penalty: 5884.829102
	Iteration 20F: 3 clusters Score -1.975756e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114687 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -19758312.000000 Penalty: 5884.829102
	Iteration 21Q: 3 clusters Score -1.975831e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116875 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -19759130.000000 Penalty: 5884.829102
	Iteration 22Q: 3 clusters Score -1.975913e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118988 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -19760026.000000 Penalty: 5884.829102
	Iteration 23Q: 3 clusters Score -1.976003e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121067 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -19760780.000000 Penalty: 5884.829102
	Iteration 24Q: 3 clusters Score -1.976078e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123017 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -19761458.000000 Penalty: 5884.829102
	Iteration 25Q: 3 clusters Score -1.976146e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124846 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -19762184.000000 Penalty: 5884.829102
	Iteration 26Q: 3 clusters Score -1.976218e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126651 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -19762896.000000 Penalty: 5884.829102
	Iteration 27Q: 3 clusters Score -1.97629e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128309 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -19763412.000000 Penalty: 5884.829102
	Iteration 28Q: 3 clusters Score -1.976341e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129851 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -19764006.000000 Penalty: 5884.829102
	Iteration 29Q: 3 clusters Score -1.976401e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131380 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -19764668.000000 Penalty: 5884.829102
	Iteration 30Q: 3 clusters Score -1.976467e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132832 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -19765372.000000 Penalty: 5884.829102
	Iteration 31Q: 3 clusters Score -1.976537e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134137 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -19765990.000000 Penalty: 5884.829102
	Iteration 32Q: 3 clusters Score -1.976599e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135266 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -19766394.000000 Penalty: 5884.829102
	Iteration 33Q: 3 clusters Score -1.976639e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136263 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -19766780.000000 Penalty: 5884.829102
	Iteration 34Q: 3 clusters Score -1.976678e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137095 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -19767072.000000 Penalty: 5884.829102
	Iteration 35Q: 3 clusters Score -1.976707e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137828 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -19767374.000000 Penalty: 5884.829102
	Iteration 36Q: 3 clusters Score -1.976737e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138421 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -19767664.000000 Penalty: 5884.829102
	Iteration 37Q: 3 clusters Score -1.976766e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138896 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -19767968.000000 Penalty: 5884.829102
	Iteration 38Q: 3 clusters Score -1.976797e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139275 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -19768112.000000 Penalty: 5884.829102
	Iteration 39Q: 3 clusters Score -1.976811e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139574 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -19768296.000000 Penalty: 5884.829102
	Iteration 40F: 3 clusters Score -1.97683e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139803 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -19768378.000000 Penalty: 5884.829102
	Iteration 41Q: 3 clusters Score -1.976838e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139988 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -19768482.000000 Penalty: 5884.829102
	Iteration 42Q: 3 clusters Score -1.976848e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140137 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -19768584.000000 Penalty: 5884.829102
	Iteration 43Q: 3 clusters Score -1.976858e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140282 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -19768658.000000 Penalty: 5884.829102
	Iteration 44Q: 3 clusters Score -1.976866e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140403 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -19768722.000000 Penalty: 5884.829102
	Iteration 45Q: 3 clusters Score -1.976872e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140487 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -19768804.000000 Penalty: 5884.829102
	Iteration 46Q: 3 clusters Score -1.97688e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140547 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -19768824.000000 Penalty: 5884.829102
	Iteration 47Q: 3 clusters Score -1.976882e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140593 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -19768848.000000 Penalty: 5884.829102
	Iteration 48Q: 3 clusters Score -1.976885e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140635 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -19768846.000000 Penalty: 5884.829102
	Iteration 49Q: 3 clusters Score -1.976885e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140668 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -19768878.000000 Penalty: 5884.829102
	Iteration 50Q: 3 clusters Score -1.976888e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140703 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -19768888.000000 Penalty: 5884.829102
	Iteration 51Q: 3 clusters Score -1.976889e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140736 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -19768898.000000 Penalty: 5884.829102
	Iteration 52Q: 3 clusters Score -1.97689e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140763 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -19768920.000000 Penalty: 5884.829102
	Iteration 53Q: 3 clusters Score -1.976892e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140786 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -19768936.000000 Penalty: 5884.829102
	Iteration 54Q: 3 clusters Score -1.976894e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140811 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -19768948.000000 Penalty: 5884.829102
	Iteration 55Q: 3 clusters Score -1.976895e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140824 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -19768958.000000 Penalty: 5884.829102
	Iteration 56Q: 3 clusters Score -1.976896e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140844 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -19768974.000000 Penalty: 5884.829102
	Iteration 57Q: 3 clusters Score -1.976897e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140860 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -19768974.000000 Penalty: 5884.829102
	Iteration 58Q: 3 clusters Score -1.976897e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140870 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -19768964.000000 Penalty: 5884.829102
	Iteration 59Q: 3 clusters Score -1.976896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140878 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -19768974.000000 Penalty: 5884.829102
	Iteration 60F: 3 clusters Score -1.976897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140888 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -19768990.000000 Penalty: 5884.829102
	Iteration 61Q: 3 clusters Score -1.976899e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140899 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -19768980.000000 Penalty: 5884.829102
	Iteration 62Q: 3 clusters Score -1.976898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140905 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -19768994.000000 Penalty: 5884.829102
	Iteration 63Q: 3 clusters Score -1.976899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140913 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -19769008.000000 Penalty: 5884.829102
	Iteration 64Q: 3 clusters Score -1.976901e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140924 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -19769014.000000 Penalty: 5884.829102
	Iteration 65Q: 3 clusters Score -1.976901e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140934 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -19769022.000000 Penalty: 5884.829102
	Iteration 66Q: 3 clusters Score -1.976902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140939 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -19769028.000000 Penalty: 5884.829102
	Iteration 67Q: 3 clusters Score -1.976903e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140942 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -19769016.000000 Penalty: 5884.829102
	Iteration 68Q: 3 clusters Score -1.976902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140948 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -19769042.000000 Penalty: 5884.829102
	Iteration 69Q: 3 clusters Score -1.976904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140954 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -19769032.000000 Penalty: 5884.829102
	Iteration 70Q: 3 clusters Score -1.976903e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140959 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -19769050.000000 Penalty: 5884.829102
	Iteration 71Q: 3 clusters Score -1.976905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140968 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -19769056.000000 Penalty: 5884.829102
	Iteration 72Q: 3 clusters Score -1.976906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140974 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -19769062.000000 Penalty: 5884.829102
	Iteration 73Q: 3 clusters Score -1.976906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140975 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -19769056.000000 Penalty: 5884.829102
	Iteration 74Q: 3 clusters Score -1.976906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140978 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -19769058.000000 Penalty: 5884.829102
	Iteration 75Q: 3 clusters Score -1.976906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140980 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -19769066.000000 Penalty: 5884.829102
	Iteration 76Q: 3 clusters Score -1.976907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140984 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -19769064.000000 Penalty: 5884.829102
	Iteration 77Q: 3 clusters Score -1.976906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140988 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -19769056.000000 Penalty: 5884.829102
	Iteration 78Q: 3 clusters Score -1.976906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140994 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -19769066.000000 Penalty: 5884.829102
	Iteration 79Q: 3 clusters Score -1.976907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141001 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -19769054.000000 Penalty: 5884.829102
	Iteration 80F: 3 clusters Score -1.976905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141005 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -19769072.000000 Penalty: 5884.829102
	Iteration 81Q: 3 clusters Score -1.976907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141009 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -19769062.000000 Penalty: 5884.829102
	Iteration 82Q: 3 clusters Score -1.976906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141011 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -19769060.000000 Penalty: 5884.829102
	Iteration 83Q: 3 clusters Score -1.976906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141014 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -19769064.000000 Penalty: 5884.829102
	Iteration 84Q: 3 clusters Score -1.976906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141016 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -19769074.000000 Penalty: 5884.829102
	Iteration 85Q: 3 clusters Score -1.976907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141016 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -19769078.000000 Penalty: 5884.829102
	Iteration 86Q: 3 clusters Score -1.976908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141015 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -19769074.000000 Penalty: 5884.829102
	Iteration 87Q: 3 clusters Score -1.976907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141014 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -19769072.000000 Penalty: 5884.829102
	Iteration 88Q: 3 clusters Score -1.976907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141013 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -19769072.000000 Penalty: 5884.829102
	Iteration 89Q: 3 clusters Score -1.976907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141014 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -19769068.000000 Penalty: 5884.829102
	Iteration 90Q: 3 clusters Score -1.976907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141016 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -19769074.000000 Penalty: 5884.829102
	Iteration 91Q: 3 clusters Score -1.976907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141016 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -19769074.000000 Penalty: 5884.829102
	Iteration 92F: 3 clusters Score -1.976907e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Entering Unmasked Estep 
Score: -4126188.250000 Penalty: 2561.539307
	Iteration 0F: 2 clusters Score -4126188 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 15328 members 
Entering Unmasked Estep 
Score: -4105276.500000 Penalty: 5123.078613
	Iteration 0F: 3 clusters Score -4105276 nChanged 13783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -4113213.500000 Penalty: 5123.078613
	Iteration 1F: 3 clusters Score -4113214 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -4114369.250000 Penalty: 5123.078613
	Iteration 2F: 3 clusters Score -4114369 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -4115677.500000 Penalty: 5123.078613
	Iteration 3F: 3 clusters Score -4115678 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -4117069.500000 Penalty: 5123.078613
	Iteration 4F: 3 clusters Score -4117070 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -4118426.250000 Penalty: 5123.078613
	Iteration 5F: 3 clusters Score -4118426 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -4119611.750000 Penalty: 5123.078613
	Iteration 6F: 3 clusters Score -4119612 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -4120628.500000 Penalty: 5123.078613
	Iteration 7F: 3 clusters Score -4120628 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -4121519.250000 Penalty: 5123.078613
	Iteration 8Q: 3 clusters Score -4121519 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -4122304.750000 Penalty: 5123.078613
	Iteration 9Q: 3 clusters Score -4122305 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -4122876.000000 Penalty: 5123.078613
	Iteration 10Q: 3 clusters Score -4122876 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -4123262.250000 Penalty: 5123.078613
	Iteration 11Q: 3 clusters Score -4123262 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -4123526.750000 Penalty: 5123.078613
	Iteration 12Q: 3 clusters Score -4123527 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -4123674.000000 Penalty: 5123.078613
	Iteration 13Q: 3 clusters Score -4123674 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -4123761.250000 Penalty: 5123.078613
	Iteration 14Q: 3 clusters Score -4123761 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -4123844.500000 Penalty: 5123.078613
	Iteration 15Q: 3 clusters Score -4123844 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -4123887.750000 Penalty: 5123.078613
	Iteration 16Q: 3 clusters Score -4123888 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -4123932.500000 Penalty: 5123.078613
	Iteration 17Q: 3 clusters Score -4123932 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -4123945.750000 Penalty: 5123.078613
	Iteration 18Q: 3 clusters Score -4123946 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -4123988.250000 Penalty: 5123.078613
	Iteration 19Q: 3 clusters Score -4123988 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -4124000.500000 Penalty: 5123.078613
	Iteration 20F: 3 clusters Score -4124000 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -4124023.250000 Penalty: 5123.078613
	Iteration 21Q: 3 clusters Score -4124023 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -4124043.000000 Penalty: 5123.078613
	Iteration 22Q: 3 clusters Score -4124043 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -4124077.250000 Penalty: 5123.078613
	Iteration 23Q: 3 clusters Score -4124077 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -4124106.000000 Penalty: 5123.078613
	Iteration 24Q: 3 clusters Score -4124106 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -4124115.500000 Penalty: 5123.078613
	Iteration 25Q: 3 clusters Score -4124116 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -4124128.250000 Penalty: 5123.078613
	Iteration 26Q: 3 clusters Score -4124128 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -4124147.750000 Penalty: 5123.078613
	Iteration 27Q: 3 clusters Score -4124148 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -4124160.250000 Penalty: 5123.078613
	Iteration 28Q: 3 clusters Score -4124160 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -4124190.250000 Penalty: 5123.078613
	Iteration 29Q: 3 clusters Score -4124190 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -4124220.750000 Penalty: 5123.078613
	Iteration 30Q: 3 clusters Score -4124221 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -4124232.000000 Penalty: 5123.078613
	Iteration 31Q: 3 clusters Score -4124232 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -4124235.750000 Penalty: 5123.078613
	Iteration 32Q: 3 clusters Score -4124236 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -4124262.000000 Penalty: 5123.078613
	Iteration 33Q: 3 clusters Score -4124262 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -4124278.000000 Penalty: 5123.078613
	Iteration 34Q: 3 clusters Score -4124278 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -4124282.250000 Penalty: 5123.078613
	Iteration 35Q: 3 clusters Score -4124282 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -4124308.250000 Penalty: 5123.078613
	Iteration 36Q: 3 clusters Score -4124308 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -4124325.250000 Penalty: 5123.078613
	Iteration 37Q: 3 clusters Score -4124325 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -4124342.500000 Penalty: 5123.078613
	Iteration 38Q: 3 clusters Score -4124342 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -4124368.500000 Penalty: 5123.078613
	Iteration 39Q: 3 clusters Score -4124368 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -4124384.500000 Penalty: 5123.078613
	Iteration 40F: 3 clusters Score -4124384 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -4124400.250000 Penalty: 5123.078613
	Iteration 41Q: 3 clusters Score -4124400 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -4124400.750000 Penalty: 5123.078613
	Iteration 42Q: 3 clusters Score -4124401 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -4124411.250000 Penalty: 5123.078613
	Iteration 43Q: 3 clusters Score -4124411 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -4124420.000000 Penalty: 5123.078613
	Iteration 44Q: 3 clusters Score -4124420 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -4124422.250000 Penalty: 5123.078613
	Iteration 45Q: 3 clusters Score -4124422 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -4124435.250000 Penalty: 5123.078613
	Iteration 46Q: 3 clusters Score -4124435 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -4124437.750000 Penalty: 5123.078613
	Iteration 47Q: 3 clusters Score -4124438 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -4124463.000000 Penalty: 5123.078613
	Iteration 48Q: 3 clusters Score -4124463 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -4124482.250000 Penalty: 5123.078613
	Iteration 49Q: 3 clusters Score -4124482 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -4124488.750000 Penalty: 5123.078613
	Iteration 50Q: 3 clusters Score -4124489 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -4124503.000000 Penalty: 5123.078613
	Iteration 51Q: 3 clusters Score -4124503 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -4124504.750000 Penalty: 5123.078613
	Iteration 52Q: 3 clusters Score -4124505 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -4124503.500000 Penalty: 5123.078613
	Iteration 53Q: 3 clusters Score -4124504 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -4124508.250000 Penalty: 5123.078613
	Iteration 54Q: 3 clusters Score -4124508 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -4124511.250000 Penalty: 5123.078613
	Iteration 55Q: 3 clusters Score -4124511 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -4124527.750000 Penalty: 5123.078613
	Iteration 56Q: 3 clusters Score -4124528 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -4124536.250000 Penalty: 5123.078613
	Iteration 57Q: 3 clusters Score -4124536 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -4124546.000000 Penalty: 5123.078613
	Iteration 58Q: 3 clusters Score -4124546 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -4124554.500000 Penalty: 5123.078613
	Iteration 59Q: 3 clusters Score -4124554 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -4124565.750000 Penalty: 5123.078613
	Iteration 60F: 3 clusters Score -4124566 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -4124576.000000 Penalty: 5123.078613
	Iteration 61Q: 3 clusters Score -4124576 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -4124563.250000 Penalty: 5123.078613
	Iteration 62Q: 3 clusters Score -4124563 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -4124576.250000 Penalty: 5123.078613
	Iteration 63Q: 3 clusters Score -4124576 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -4124606.500000 Penalty: 5123.078613
	Iteration 64Q: 3 clusters Score -4124606 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -4124634.500000 Penalty: 5123.078613
	Iteration 65Q: 3 clusters Score -4124634 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -4124638.500000 Penalty: 5123.078613
	Iteration 66Q: 3 clusters Score -4124638 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -4124661.500000 Penalty: 5123.078613
	Iteration 67Q: 3 clusters Score -4124662 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -4124680.250000 Penalty: 5123.078613
	Iteration 68Q: 3 clusters Score -4124680 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -4124698.000000 Penalty: 5123.078613
	Iteration 69Q: 3 clusters Score -4124698 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -4124726.250000 Penalty: 5123.078613
	Iteration 70Q: 3 clusters Score -4124726 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -4124733.750000 Penalty: 5123.078613
	Iteration 71Q: 3 clusters Score -4124734 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -4124764.500000 Penalty: 5123.078613
	Iteration 72Q: 3 clusters Score -4124764 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -4124766.250000 Penalty: 5123.078613
	Iteration 73Q: 3 clusters Score -4124766 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -4124789.750000 Penalty: 5123.078613
	Iteration 74Q: 3 clusters Score -4124790 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -4124839.000000 Penalty: 5123.078613
	Iteration 75Q: 3 clusters Score -4124839 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -4124868.500000 Penalty: 5123.078613
	Iteration 76Q: 3 clusters Score -4124868 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -4124912.000000 Penalty: 5123.078613
	Iteration 77Q: 3 clusters Score -4124912 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -4124957.750000 Penalty: 5123.078613
	Iteration 78Q: 3 clusters Score -4124958 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -4125009.750000 Penalty: 5123.078613
	Iteration 79Q: 3 clusters Score -4125010 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -4125077.500000 Penalty: 5123.078613
	Iteration 80F: 3 clusters Score -4125078 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -4125177.000000 Penalty: 5123.078613
	Iteration 81Q: 3 clusters Score -4125177 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -4125245.500000 Penalty: 5123.078613
	Iteration 82Q: 3 clusters Score -4125246 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -4125326.000000 Penalty: 5123.078613
	Iteration 83Q: 3 clusters Score -4125326 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -4125410.750000 Penalty: 5123.078613
	Iteration 84Q: 3 clusters Score -4125411 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -4125457.500000 Penalty: 5123.078613
	Iteration 85Q: 3 clusters Score -4125458 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -4125491.250000 Penalty: 5123.078613
	Iteration 86Q: 3 clusters Score -4125491 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -4125531.000000 Penalty: 5123.078613
	Iteration 87Q: 3 clusters Score -4125531 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -4125544.750000 Penalty: 5123.078613
	Iteration 88Q: 3 clusters Score -4125545 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -4125566.250000 Penalty: 5123.078613
	Iteration 89Q: 3 clusters Score -4125566 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -4125576.250000 Penalty: 5123.078613
	Iteration 90Q: 3 clusters Score -4125576 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -4125573.000000 Penalty: 5123.078613
	Iteration 91Q: 3 clusters Score -4125573 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -4125592.250000 Penalty: 5123.078613
	Iteration 92Q: 3 clusters Score -4125592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -4125605.000000 Penalty: 5123.078613
	Iteration 93Q: 3 clusters Score -4125605 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -4125613.750000 Penalty: 5123.078613
	Iteration 94Q: 3 clusters Score -4125614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -4125618.000000 Penalty: 5123.078613
	Iteration 95Q: 3 clusters Score -4125618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -4125610.000000 Penalty: 5123.078613
	Iteration 96Q: 3 clusters Score -4125610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -4125607.750000 Penalty: 5123.078613
	Iteration 97Q: 3 clusters Score -4125608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -4125601.000000 Penalty: 5123.078613
	Iteration 98Q: 3 clusters Score -4125601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -4125606.250000 Penalty: 5123.078613
	Iteration 99Q: 3 clusters Score -4125606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -4125609.500000 Penalty: 5123.078613
	Iteration 100F: 3 clusters Score -4125610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -4125613.000000 Penalty: 5123.078613
	Iteration 101Q: 3 clusters Score -4125613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -4125619.500000 Penalty: 5123.078613
	Iteration 102Q: 3 clusters Score -4125620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -4125619.750000 Penalty: 5123.078613
	Iteration 103Q: 3 clusters Score -4125620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -4125625.250000 Penalty: 5123.078613
	Iteration 104Q: 3 clusters Score -4125625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -4125620.750000 Penalty: 5123.078613
	Iteration 105Q: 3 clusters Score -4125621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -4125613.000000 Penalty: 5123.078613
	Iteration 106Q: 3 clusters Score -4125613 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -4125626.000000 Penalty: 5123.078613
	Iteration 107Q: 3 clusters Score -4125626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -4125630.750000 Penalty: 5123.078613
	Iteration 108Q: 3 clusters Score -4125631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -4125632.250000 Penalty: 5123.078613
	Iteration 109Q: 3 clusters Score -4125632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -4125628.000000 Penalty: 5123.078613
	Iteration 110Q: 3 clusters Score -4125628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -4125634.500000 Penalty: 5123.078613
	Iteration 111Q: 3 clusters Score -4125634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -4125628.500000 Penalty: 5123.078613
	Iteration 112Q: 3 clusters Score -4125628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -4125630.250000 Penalty: 5123.078613
	Iteration 113Q: 3 clusters Score -4125630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -4125628.250000 Penalty: 5123.078613
	Iteration 114Q: 3 clusters Score -4125628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -4125628.500000 Penalty: 5123.078613
	Iteration 115Q: 3 clusters Score -4125628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -4125632.000000 Penalty: 5123.078613
	Iteration 116Q: 3 clusters Score -4125632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -4125633.250000 Penalty: 5123.078613
	Iteration 117Q: 3 clusters Score -4125633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -4125630.750000 Penalty: 5123.078613
	Iteration 118Q: 3 clusters Score -4125631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -4125632.500000 Penalty: 5123.078613
	Iteration 119Q: 3 clusters Score -4125632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -4125632.250000 Penalty: 5123.078613
	Iteration 120F: 3 clusters Score -4125632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -4125630.500000 Penalty: 5123.078613
	Iteration 121Q: 3 clusters Score -4125630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -4125635.000000 Penalty: 5123.078613
	Iteration 122Q: 3 clusters Score -4125635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -4125636.000000 Penalty: 5123.078613
	Iteration 123Q: 3 clusters Score -4125636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -4125637.750000 Penalty: 5123.078613
	Iteration 124Q: 3 clusters Score -4125638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -4125635.750000 Penalty: 5123.078613
	Iteration 125Q: 3 clusters Score -4125636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -4125635.750000 Penalty: 5123.078613
	Iteration 126F: 3 clusters Score -4125636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Entering Unmasked Estep 
Score: -1080789.625000 Penalty: 2224.193848
	Iteration 0F: 2 clusters Score -1080790 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 3936 members 
Entering Unmasked Estep 
Score: -1074402.875000 Penalty: 4448.387695
	Iteration 0F: 3 clusters Score -1074403 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1076192.000000 Penalty: 4448.387695
	Iteration 1F: 3 clusters Score -1076192 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1076484.375000 Penalty: 4448.387695
	Iteration 2F: 3 clusters Score -1076484 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1076679.750000 Penalty: 4448.387695
	Iteration 3F: 3 clusters Score -1076680 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1076830.125000 Penalty: 4448.387695
	Iteration 4Q: 3 clusters Score -1076830 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1076965.125000 Penalty: 4448.387695
	Iteration 5Q: 3 clusters Score -1076965 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1077082.125000 Penalty: 4448.387695
	Iteration 6Q: 3 clusters Score -1077082 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1077199.000000 Penalty: 4448.387695
	Iteration 7Q: 3 clusters Score -1077199 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1077297.250000 Penalty: 4448.387695
	Iteration 8Q: 3 clusters Score -1077297 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1077383.125000 Penalty: 4448.387695
	Iteration 9Q: 3 clusters Score -1077383 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1077458.875000 Penalty: 4448.387695
	Iteration 10Q: 3 clusters Score -1077459 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1077532.125000 Penalty: 4448.387695
	Iteration 11Q: 3 clusters Score -1077532 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1077623.125000 Penalty: 4448.387695
	Iteration 12Q: 3 clusters Score -1077623 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1077706.500000 Penalty: 4448.387695
	Iteration 13Q: 3 clusters Score -1077706 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1077793.500000 Penalty: 4448.387695
	Iteration 14Q: 3 clusters Score -1077794 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1077885.375000 Penalty: 4448.387695
	Iteration 15Q: 3 clusters Score -1077885 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1077978.875000 Penalty: 4448.387695
	Iteration 16Q: 3 clusters Score -1077979 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1078076.875000 Penalty: 4448.387695
	Iteration 17Q: 3 clusters Score -1078077 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1078148.250000 Penalty: 4448.387695
	Iteration 18Q: 3 clusters Score -1078148 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1078228.375000 Penalty: 4448.387695
	Iteration 19Q: 3 clusters Score -1078228 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1078304.500000 Penalty: 4448.387695
	Iteration 20F: 3 clusters Score -1078304 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1078368.875000 Penalty: 4448.387695
	Iteration 21Q: 3 clusters Score -1078369 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1078439.250000 Penalty: 4448.387695
	Iteration 22Q: 3 clusters Score -1078439 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1078499.375000 Penalty: 4448.387695
	Iteration 23Q: 3 clusters Score -1078499 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1078552.000000 Penalty: 4448.387695
	Iteration 24Q: 3 clusters Score -1078552 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1078606.000000 Penalty: 4448.387695
	Iteration 25Q: 3 clusters Score -1078606 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1078654.250000 Penalty: 4448.387695
	Iteration 26Q: 3 clusters Score -1078654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1078675.750000 Penalty: 4448.387695
	Iteration 27Q: 3 clusters Score -1078676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1078696.750000 Penalty: 4448.387695
	Iteration 28Q: 3 clusters Score -1078697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1078713.250000 Penalty: 4448.387695
	Iteration 29Q: 3 clusters Score -1078713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1078726.875000 Penalty: 4448.387695
	Iteration 30Q: 3 clusters Score -1078727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1078739.875000 Penalty: 4448.387695
	Iteration 31Q: 3 clusters Score -1078740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1078747.375000 Penalty: 4448.387695
	Iteration 32Q: 3 clusters Score -1078747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1078761.125000 Penalty: 4448.387695
	Iteration 33Q: 3 clusters Score -1078761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1078770.875000 Penalty: 4448.387695
	Iteration 34Q: 3 clusters Score -1078771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1078783.750000 Penalty: 4448.387695
	Iteration 35Q: 3 clusters Score -1078784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1078790.625000 Penalty: 4448.387695
	Iteration 36Q: 3 clusters Score -1078791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1078803.875000 Penalty: 4448.387695
	Iteration 37Q: 3 clusters Score -1078804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1078809.625000 Penalty: 4448.387695
	Iteration 38Q: 3 clusters Score -1078810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1078814.125000 Penalty: 4448.387695
	Iteration 39Q: 3 clusters Score -1078814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1078822.125000 Penalty: 4448.387695
	Iteration 40F: 3 clusters Score -1078822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1078831.375000 Penalty: 4448.387695
	Iteration 41Q: 3 clusters Score -1078831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1078847.000000 Penalty: 4448.387695
	Iteration 42Q: 3 clusters Score -1078847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1078852.375000 Penalty: 4448.387695
	Iteration 43Q: 3 clusters Score -1078852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1078859.125000 Penalty: 4448.387695
	Iteration 44Q: 3 clusters Score -1078859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1078864.250000 Penalty: 4448.387695
	Iteration 45Q: 3 clusters Score -1078864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1078867.500000 Penalty: 4448.387695
	Iteration 46Q: 3 clusters Score -1078868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1078867.500000 Penalty: 4448.387695
	Iteration 47F: 3 clusters Score -1078868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -126737.164062 Penalty: 1708.871094
	Iteration 0F: 2 clusters Score -126737.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -124811.164062 Penalty: 3417.742188
	Iteration 0F: 3 clusters Score -124811.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -125196.570312 Penalty: 3417.742188
	Iteration 1F: 3 clusters Score -125196.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -125412.796875 Penalty: 3417.742188
	Iteration 2F: 3 clusters Score -125412.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -125578.492188 Penalty: 3417.742188
	Iteration 3F: 3 clusters Score -125578.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -125697.687500 Penalty: 3417.742188
	Iteration 4Q: 3 clusters Score -125697.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -125774.062500 Penalty: 3417.742188
	Iteration 5Q: 3 clusters Score -125774.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -125815.835938 Penalty: 3417.742188
	Iteration 6Q: 3 clusters Score -125815.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -125846.656250 Penalty: 3417.742188
	Iteration 7Q: 3 clusters Score -125846.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -125882.703125 Penalty: 3417.742188
	Iteration 8Q: 3 clusters Score -125882.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -125938.625000 Penalty: 3417.742188
	Iteration 9Q: 3 clusters Score -125938.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -126022.992188 Penalty: 3417.742188
	Iteration 10Q: 3 clusters Score -126023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -126110.382812 Penalty: 3417.742188
	Iteration 11Q: 3 clusters Score -126110.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -126184.968750 Penalty: 3417.742188
	Iteration 12Q: 3 clusters Score -126185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -126282.289062 Penalty: 3417.742188
	Iteration 13Q: 3 clusters Score -126282.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -126371.679688 Penalty: 3417.742188
	Iteration 14Q: 3 clusters Score -126371.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -126419.359375 Penalty: 3417.742188
	Iteration 15Q: 3 clusters Score -126419.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -126431.593750 Penalty: 3417.742188
	Iteration 16Q: 3 clusters Score -126431.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -126441.632812 Penalty: 3417.742188
	Iteration 17Q: 3 clusters Score -126441.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -126457.546875 Penalty: 3417.742188
	Iteration 18Q: 3 clusters Score -126457.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -126461.179688 Penalty: 3417.742188
	Iteration 19Q: 3 clusters Score -126461.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -126467.703125 Penalty: 3417.742188
	Iteration 20F: 3 clusters Score -126467.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -126469.054688 Penalty: 3417.742188
	Iteration 21Q: 3 clusters Score -126469.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -126470.445312 Penalty: 3417.742188
	Iteration 22Q: 3 clusters Score -126470.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -126470.445312 Penalty: 3417.742188
	Iteration 23F: 3 clusters Score -126470.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (168231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168231 members 
Entering Unmasked Estep 
Score: -23349332.000000 Penalty: 2984.207275
	Iteration 0F: 2 clusters Score -2.334933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84002 members 
Mstep: Class 2 contains 84229 members 
Entering Unmasked Estep 
Score: -23242116.000000 Penalty: 5968.414551
	Iteration 0F: 3 clusters Score -2.324212e+07 nChanged 80673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81715 members 
Mstep: Class 2 contains 86516 members 
Entering Unmasked Estep 
Score: -23289206.000000 Penalty: 5968.414551
	Iteration 1F: 3 clusters Score -2.328921e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80347 members 
Mstep: Class 2 contains 87884 members 
Entering Unmasked Estep 
Score: -23290014.000000 Penalty: 5968.414551
	Iteration 2Q: 3 clusters Score -2.329001e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78305 members 
Mstep: Class 2 contains 89926 members 
Entering Unmasked Estep 
Score: -23290942.000000 Penalty: 5968.414551
	Iteration 3Q: 3 clusters Score -2.329094e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75222 members 
Mstep: Class 2 contains 93009 members 
Entering Unmasked Estep 
Score: -23292338.000000 Penalty: 5968.414551
	Iteration 4Q: 3 clusters Score -2.329234e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70567 members 
Mstep: Class 2 contains 97664 members 
Entering Unmasked Estep 
Score: -23294346.000000 Penalty: 5968.414551
	Iteration 5Q: 3 clusters Score -2.329435e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 104443 members 
Entering Unmasked Estep 
Score: -23297886.000000 Penalty: 5968.414551
	Iteration 6Q: 3 clusters Score -2.329789e+07 nChanged 9655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 113608 members 
Entering Unmasked Estep 
Score: -23303962.000000 Penalty: 5968.414551
	Iteration 7F: 3 clusters Score -2.330396e+07 nChanged 11605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 124899 members 
Entering Unmasked Estep 
Score: -23312236.000000 Penalty: 5968.414551
	Iteration 8F: 3 clusters Score -2.331224e+07 nChanged 12156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 136817 members 
Entering Unmasked Estep 
Score: -23321574.000000 Penalty: 5968.414551
	Iteration 9F: 3 clusters Score -2.332157e+07 nChanged 10322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 146889 members 
Entering Unmasked Estep 
Score: -23330216.000000 Penalty: 5968.414551
	Iteration 10F: 3 clusters Score -2.333022e+07 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 153883 members 
Entering Unmasked Estep 
Score: -23336188.000000 Penalty: 5968.414551
	Iteration 11Q: 3 clusters Score -2.333619e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 158298 members 
Entering Unmasked Estep 
Score: -23339840.000000 Penalty: 5968.414551
	Iteration 12Q: 3 clusters Score -2.333984e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 161034 members 
Entering Unmasked Estep 
Score: -23342134.000000 Penalty: 5968.414551
	Iteration 13Q: 3 clusters Score -2.334213e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 162817 members 
Entering Unmasked Estep 
Score: -23343414.000000 Penalty: 5968.414551
	Iteration 14Q: 3 clusters Score -2.334341e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 163979 members 
Entering Unmasked Estep 
Score: -23344320.000000 Penalty: 5968.414551
	Iteration 15Q: 3 clusters Score -2.334432e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 164833 members 
Entering Unmasked Estep 
Score: -23344932.000000 Penalty: 5968.414551
	Iteration 16Q: 3 clusters Score -2.334493e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 165428 members 
Entering Unmasked Estep 
Score: -23345362.000000 Penalty: 5968.414551
	Iteration 17Q: 3 clusters Score -2.334536e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 165843 members 
Entering Unmasked Estep 
Score: -23345662.000000 Penalty: 5968.414551
	Iteration 18Q: 3 clusters Score -2.334566e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 166159 members 
Entering Unmasked Estep 
Score: -23345826.000000 Penalty: 5968.414551
	Iteration 19Q: 3 clusters Score -2.334583e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 166383 members 
Entering Unmasked Estep 
Score: -23345930.000000 Penalty: 5968.414551
	Iteration 20F: 3 clusters Score -2.334593e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 166536 members 
Entering Unmasked Estep 
Score: -23346052.000000 Penalty: 5968.414551
	Iteration 21Q: 3 clusters Score -2.334605e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 166642 members 
Entering Unmasked Estep 
Score: -23346122.000000 Penalty: 5968.414551
	Iteration 22Q: 3 clusters Score -2.334612e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 166715 members 
Entering Unmasked Estep 
Score: -23346190.000000 Penalty: 5968.414551
	Iteration 23Q: 3 clusters Score -2.334619e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 166790 members 
Entering Unmasked Estep 
Score: -23346236.000000 Penalty: 5968.414551
	Iteration 24Q: 3 clusters Score -2.334624e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 166840 members 
Entering Unmasked Estep 
Score: -23346274.000000 Penalty: 5968.414551
	Iteration 25Q: 3 clusters Score -2.334627e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 166884 members 
Entering Unmasked Estep 
Score: -23346308.000000 Penalty: 5968.414551
	Iteration 26Q: 3 clusters Score -2.334631e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 166931 members 
Entering Unmasked Estep 
Score: -23346370.000000 Penalty: 5968.414551
	Iteration 27Q: 3 clusters Score -2.334637e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 166963 members 
Entering Unmasked Estep 
Score: -23346388.000000 Penalty: 5968.414551
	Iteration 28Q: 3 clusters Score -2.334639e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 166994 members 
Entering Unmasked Estep 
Score: -23346450.000000 Penalty: 5968.414551
	Iteration 29Q: 3 clusters Score -2.334645e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 167023 members 
Entering Unmasked Estep 
Score: -23346482.000000 Penalty: 5968.414551
	Iteration 30Q: 3 clusters Score -2.334648e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 167037 members 
Entering Unmasked Estep 
Score: -23346494.000000 Penalty: 5968.414551
	Iteration 31Q: 3 clusters Score -2.334649e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 167056 members 
Entering Unmasked Estep 
Score: -23346510.000000 Penalty: 5968.414551
	Iteration 32Q: 3 clusters Score -2.334651e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 167075 members 
Entering Unmasked Estep 
Score: -23346526.000000 Penalty: 5968.414551
	Iteration 33Q: 3 clusters Score -2.334653e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 167091 members 
Entering Unmasked Estep 
Score: -23346544.000000 Penalty: 5968.414551
	Iteration 34Q: 3 clusters Score -2.334654e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 167116 members 
Entering Unmasked Estep 
Score: -23346568.000000 Penalty: 5968.414551
	Iteration 35Q: 3 clusters Score -2.334657e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 167129 members 
Entering Unmasked Estep 
Score: -23346578.000000 Penalty: 5968.414551
	Iteration 36Q: 3 clusters Score -2.334658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 167141 members 
Entering Unmasked Estep 
Score: -23346586.000000 Penalty: 5968.414551
	Iteration 37Q: 3 clusters Score -2.334659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 167149 members 
Entering Unmasked Estep 
Score: -23346590.000000 Penalty: 5968.414551
	Iteration 38Q: 3 clusters Score -2.334659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 167155 members 
Entering Unmasked Estep 
Score: -23346604.000000 Penalty: 5968.414551
	Iteration 39Q: 3 clusters Score -2.33466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 167155 members 
Entering Unmasked Estep 
Score: -23346594.000000 Penalty: 5968.414551
	Iteration 40F: 3 clusters Score -2.334659e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 167166 members 
Entering Unmasked Estep 
Score: -23346600.000000 Penalty: 5968.414551
	Iteration 41Q: 3 clusters Score -2.33466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 167173 members 
Entering Unmasked Estep 
Score: -23346624.000000 Penalty: 5968.414551
	Iteration 42Q: 3 clusters Score -2.334662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 167181 members 
Entering Unmasked Estep 
Score: -23346620.000000 Penalty: 5968.414551
	Iteration 43Q: 3 clusters Score -2.334662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 167189 members 
Entering Unmasked Estep 
Score: -23346634.000000 Penalty: 5968.414551
	Iteration 44Q: 3 clusters Score -2.334663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 167196 members 
Entering Unmasked Estep 
Score: -23346654.000000 Penalty: 5968.414551
	Iteration 45Q: 3 clusters Score -2.334665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 167200 members 
Entering Unmasked Estep 
Score: -23346654.000000 Penalty: 5968.414551
	Iteration 46Q: 3 clusters Score -2.334665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 167205 members 
Entering Unmasked Estep 
Score: -23346650.000000 Penalty: 5968.414551
	Iteration 47Q: 3 clusters Score -2.334665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 167209 members 
Entering Unmasked Estep 
Score: -23346638.000000 Penalty: 5968.414551
	Iteration 48Q: 3 clusters Score -2.334664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 167218 members 
Entering Unmasked Estep 
Score: -23346654.000000 Penalty: 5968.414551
	Iteration 49Q: 3 clusters Score -2.334665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 167230 members 
Entering Unmasked Estep 
Score: -23346666.000000 Penalty: 5968.414551
	Iteration 50Q: 3 clusters Score -2.334667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 167237 members 
Entering Unmasked Estep 
Score: -23346672.000000 Penalty: 5968.414551
	Iteration 51Q: 3 clusters Score -2.334667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 167245 members 
Entering Unmasked Estep 
Score: -23346676.000000 Penalty: 5968.414551
	Iteration 52Q: 3 clusters Score -2.334668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 167248 members 
Entering Unmasked Estep 
Score: -23346664.000000 Penalty: 5968.414551
	Iteration 53Q: 3 clusters Score -2.334666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 167249 members 
Entering Unmasked Estep 
Score: -23346672.000000 Penalty: 5968.414551
	Iteration 54Q: 3 clusters Score -2.334667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 167253 members 
Entering Unmasked Estep 
Score: -23346670.000000 Penalty: 5968.414551
	Iteration 55Q: 3 clusters Score -2.334667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 167256 members 
Entering Unmasked Estep 
Score: -23346680.000000 Penalty: 5968.414551
	Iteration 56Q: 3 clusters Score -2.334668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 167256 members 
Entering Unmasked Estep 
Score: -23346680.000000 Penalty: 5968.414551
	Iteration 57F: 3 clusters Score -2.334668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -65575.898438 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -65575.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -64050.414062 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -64050.41 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64532.875000 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -64532.88 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -65073.875000 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -65073.88 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -65487.199219 Penalty: 3111.347168
	Iteration 3F: 3 clusters Score -65487.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -65738.398438 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -65738.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -65816.296875 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -65816.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -65825.031250 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -65825.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -65830.609375 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -65830.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -65872.992188 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -65872.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -65872.992188 Penalty: 3111.347168
	Iteration 9F: 3 clusters Score -65872.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 149948 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54800 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49480 members 
Mstep: Class 7 contains 11016 members 
Mstep: Class 8 contains 34714 members 
Mstep: Class 9 contains 41785 members 
Mstep: Class 10 contains 14046 members 
Mstep: Class 11 contains 36308 members 
Mstep: Class 12 contains 50970 members 
Mstep: Class 13 contains 396 members 
Mstep: Class 14 contains 84314 members 
Mstep: Class 15 contains 38904 members 
Mstep: Class 16 contains 68426 members 
Mstep: Class 17 contains 142141 members 
Mstep: Class 18 contains 30601 members 
Mstep: Class 19 contains 7852 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 168231 members 
Mstep: Class 22 contains 134 members 
Mstep: Class 23 contains 2712 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6586 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5574 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 2754 members 
Entering Unmasked Estep 
Score: -142943936.000000 Penalty: 103175.226562
Splitting cluster 22 changes total score from -142945520.000000 to -142943936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (2712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Entering Unmasked Estep 
Score: -357742.937500 Penalty: 1960.549561
	Iteration 0F: 2 clusters Score -357742.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -354660.437500 Penalty: 3921.099121
	Iteration 0F: 3 clusters Score -354660.4 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -355396.406250 Penalty: 3921.099121
	Iteration 1F: 3 clusters Score -355396.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -355675.750000 Penalty: 3921.099121
	Iteration 2F: 3 clusters Score -355675.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -355917.093750 Penalty: 3921.099121
	Iteration 3F: 3 clusters Score -355917.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -356145.625000 Penalty: 3921.099121
	Iteration 4F: 3 clusters Score -356145.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -356351.812500 Penalty: 3921.099121
	Iteration 5F: 3 clusters Score -356351.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -356475.500000 Penalty: 3921.099121
	Iteration 6Q: 3 clusters Score -356475.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -356575.312500 Penalty: 3921.099121
	Iteration 7Q: 3 clusters Score -356575.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -356650.000000 Penalty: 3921.099121
	Iteration 8Q: 3 clusters Score -356650 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -356703.781250 Penalty: 3921.099121
	Iteration 9Q: 3 clusters Score -356703.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -356757.250000 Penalty: 3921.099121
	Iteration 10Q: 3 clusters Score -356757.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -356835.062500 Penalty: 3921.099121
	Iteration 11Q: 3 clusters Score -356835.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -356922.250000 Penalty: 3921.099121
	Iteration 12Q: 3 clusters Score -356922.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -356988.906250 Penalty: 3921.099121
	Iteration 13Q: 3 clusters Score -356988.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -357035.781250 Penalty: 3921.099121
	Iteration 14Q: 3 clusters Score -357035.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -357065.062500 Penalty: 3921.099121
	Iteration 15Q: 3 clusters Score -357065.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -357079.468750 Penalty: 3921.099121
	Iteration 16Q: 3 clusters Score -357079.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -357087.656250 Penalty: 3921.099121
	Iteration 17Q: 3 clusters Score -357087.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -357101.500000 Penalty: 3921.099121
	Iteration 18Q: 3 clusters Score -357101.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -357108.875000 Penalty: 3921.099121
	Iteration 19Q: 3 clusters Score -357108.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -357114.062500 Penalty: 3921.099121
	Iteration 20F: 3 clusters Score -357114.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -357116.750000 Penalty: 3921.099121
	Iteration 21Q: 3 clusters Score -357116.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -357119.687500 Penalty: 3921.099121
	Iteration 22Q: 3 clusters Score -357119.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -357121.125000 Penalty: 3921.099121
	Iteration 23Q: 3 clusters Score -357121.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -357124.437500 Penalty: 3921.099121
	Iteration 24Q: 3 clusters Score -357124.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -357126.718750 Penalty: 3921.099121
	Iteration 25Q: 3 clusters Score -357126.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -357129.781250 Penalty: 3921.099121
	Iteration 26Q: 3 clusters Score -357129.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -357132.656250 Penalty: 3921.099121
	Iteration 27Q: 3 clusters Score -357132.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -357135.343750 Penalty: 3921.099121
	Iteration 28Q: 3 clusters Score -357135.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -357138.906250 Penalty: 3921.099121
	Iteration 29Q: 3 clusters Score -357138.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -357140.875000 Penalty: 3921.099121
	Iteration 30Q: 3 clusters Score -357140.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -357146.843750 Penalty: 3921.099121
	Iteration 31Q: 3 clusters Score -357146.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -357150.281250 Penalty: 3921.099121
	Iteration 32Q: 3 clusters Score -357150.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -357152.937500 Penalty: 3921.099121
	Iteration 33Q: 3 clusters Score -357152.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -357155.968750 Penalty: 3921.099121
	Iteration 34Q: 3 clusters Score -357156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -357158.406250 Penalty: 3921.099121
	Iteration 35Q: 3 clusters Score -357158.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -357159.187500 Penalty: 3921.099121
	Iteration 36Q: 3 clusters Score -357159.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -357159.187500 Penalty: 3921.099121
	Iteration 37F: 3 clusters Score -357159.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Entering Unmasked Estep 
Score: -2478493.500000 Penalty: 2431.679199
	Iteration 0F: 2 clusters Score -2478494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2465691.000000 Penalty: 4863.358398
	Iteration 0F: 3 clusters Score -2465691 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2470060.750000 Penalty: 4863.358398
	Iteration 1F: 3 clusters Score -2470061 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2470578.250000 Penalty: 4863.358398
	Iteration 2F: 3 clusters Score -2470578 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2471107.500000 Penalty: 4863.358398
	Iteration 3F: 3 clusters Score -2471108 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2471650.750000 Penalty: 4863.358398
	Iteration 4F: 3 clusters Score -2471651 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2472173.500000 Penalty: 4863.358398
	Iteration 5F: 3 clusters Score -2472174 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2472747.750000 Penalty: 4863.358398
	Iteration 6F: 3 clusters Score -2472748 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2473377.500000 Penalty: 4863.358398
	Iteration 7F: 3 clusters Score -2473378 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2473972.500000 Penalty: 4863.358398
	Iteration 8Q: 3 clusters Score -2473972 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2474475.750000 Penalty: 4863.358398
	Iteration 9Q: 3 clusters Score -2474476 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -2474902.750000 Penalty: 4863.358398
	Iteration 10Q: 3 clusters Score -2474903 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2475255.750000 Penalty: 4863.358398
	Iteration 11Q: 3 clusters Score -2475256 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2475527.500000 Penalty: 4863.358398
	Iteration 12Q: 3 clusters Score -2475528 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2475735.250000 Penalty: 4863.358398
	Iteration 13Q: 3 clusters Score -2475735 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2475881.500000 Penalty: 4863.358398
	Iteration 14Q: 3 clusters Score -2475882 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -2476005.500000 Penalty: 4863.358398
	Iteration 15Q: 3 clusters Score -2476006 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -2476135.000000 Penalty: 4863.358398
	Iteration 16Q: 3 clusters Score -2476135 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2476239.000000 Penalty: 4863.358398
	Iteration 17Q: 3 clusters Score -2476239 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2476375.750000 Penalty: 4863.358398
	Iteration 18Q: 3 clusters Score -2476376 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2476520.000000 Penalty: 4863.358398
	Iteration 19Q: 3 clusters Score -2476520 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2476634.750000 Penalty: 4863.358398
	Iteration 20F: 3 clusters Score -2476635 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2476762.250000 Penalty: 4863.358398
	Iteration 21Q: 3 clusters Score -2476762 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2476872.500000 Penalty: 4863.358398
	Iteration 22Q: 3 clusters Score -2476872 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2476989.750000 Penalty: 4863.358398
	Iteration 23Q: 3 clusters Score -2476990 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2477121.500000 Penalty: 4863.358398
	Iteration 24Q: 3 clusters Score -2477122 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2477231.750000 Penalty: 4863.358398
	Iteration 25Q: 3 clusters Score -2477232 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2477330.250000 Penalty: 4863.358398
	Iteration 26Q: 3 clusters Score -2477330 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2477380.250000 Penalty: 4863.358398
	Iteration 27Q: 3 clusters Score -2477380 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2477425.500000 Penalty: 4863.358398
	Iteration 28Q: 3 clusters Score -2477426 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2477457.750000 Penalty: 4863.358398
	Iteration 29Q: 3 clusters Score -2477458 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2477481.500000 Penalty: 4863.358398
	Iteration 30Q: 3 clusters Score -2477482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2477495.500000 Penalty: 4863.358398
	Iteration 31Q: 3 clusters Score -2477496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2477513.500000 Penalty: 4863.358398
	Iteration 32Q: 3 clusters Score -2477514 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2477526.000000 Penalty: 4863.358398
	Iteration 33Q: 3 clusters Score -2477526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2477535.000000 Penalty: 4863.358398
	Iteration 34Q: 3 clusters Score -2477535 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2477543.500000 Penalty: 4863.358398
	Iteration 35Q: 3 clusters Score -2477544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2477547.500000 Penalty: 4863.358398
	Iteration 36Q: 3 clusters Score -2477548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2477561.000000 Penalty: 4863.358398
	Iteration 37Q: 3 clusters Score -2477561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2477562.750000 Penalty: 4863.358398
	Iteration 38Q: 3 clusters Score -2477563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2477567.000000 Penalty: 4863.358398
	Iteration 39Q: 3 clusters Score -2477567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2477566.250000 Penalty: 4863.358398
	Iteration 40F: 3 clusters Score -2477566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2477571.750000 Penalty: 4863.358398
	Iteration 41Q: 3 clusters Score -2477572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2477575.500000 Penalty: 4863.358398
	Iteration 42Q: 3 clusters Score -2477576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2477577.500000 Penalty: 4863.358398
	Iteration 43Q: 3 clusters Score -2477578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2477574.000000 Penalty: 4863.358398
	Iteration 44Q: 3 clusters Score -2477574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2477572.500000 Penalty: 4863.358398
	Iteration 45Q: 3 clusters Score -2477572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2477571.750000 Penalty: 4863.358398
	Iteration 46Q: 3 clusters Score -2477572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2477574.500000 Penalty: 4863.358398
	Iteration 47Q: 3 clusters Score -2477574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2477578.500000 Penalty: 4863.358398
	Iteration 48Q: 3 clusters Score -2477578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2477579.750000 Penalty: 4863.358398
	Iteration 49Q: 3 clusters Score -2477580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2477579.750000 Penalty: 4863.358398
	Iteration 50Q: 3 clusters Score -2477580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2477578.500000 Penalty: 4863.358398
	Iteration 51Q: 3 clusters Score -2477578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2477580.750000 Penalty: 4863.358398
	Iteration 52Q: 3 clusters Score -2477581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2477582.500000 Penalty: 4863.358398
	Iteration 53Q: 3 clusters Score -2477582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2477589.500000 Penalty: 4863.358398
	Iteration 54Q: 3 clusters Score -2477590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2477589.750000 Penalty: 4863.358398
	Iteration 55Q: 3 clusters Score -2477590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2477587.250000 Penalty: 4863.358398
	Iteration 56Q: 3 clusters Score -2477587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2477591.250000 Penalty: 4863.358398
	Iteration 57Q: 3 clusters Score -2477591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2477590.250000 Penalty: 4863.358398
	Iteration 58Q: 3 clusters Score -2477590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2477594.000000 Penalty: 4863.358398
	Iteration 59Q: 3 clusters Score -2477594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2477592.250000 Penalty: 4863.358398
	Iteration 60F: 3 clusters Score -2477592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2477598.250000 Penalty: 4863.358398
	Iteration 61Q: 3 clusters Score -2477598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2477599.750000 Penalty: 4863.358398
	Iteration 62Q: 3 clusters Score -2477600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2477597.500000 Penalty: 4863.358398
	Iteration 63Q: 3 clusters Score -2477598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2477601.750000 Penalty: 4863.358398
	Iteration 64Q: 3 clusters Score -2477602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2477606.250000 Penalty: 4863.358398
	Iteration 65Q: 3 clusters Score -2477606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2477609.750000 Penalty: 4863.358398
	Iteration 66Q: 3 clusters Score -2477610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2477611.250000 Penalty: 4863.358398
	Iteration 67Q: 3 clusters Score -2477611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2477610.250000 Penalty: 4863.358398
	Iteration 68Q: 3 clusters Score -2477610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2477610.250000 Penalty: 4863.358398
	Iteration 69Q: 3 clusters Score -2477610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2477608.500000 Penalty: 4863.358398
	Iteration 70Q: 3 clusters Score -2477608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2477609.500000 Penalty: 4863.358398
	Iteration 71Q: 3 clusters Score -2477610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2477612.000000 Penalty: 4863.358398
	Iteration 72Q: 3 clusters Score -2477612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2477619.500000 Penalty: 4863.358398
	Iteration 73Q: 3 clusters Score -2477620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2477622.000000 Penalty: 4863.358398
	Iteration 74Q: 3 clusters Score -2477622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2477620.500000 Penalty: 4863.358398
	Iteration 75Q: 3 clusters Score -2477620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2477622.500000 Penalty: 4863.358398
	Iteration 76Q: 3 clusters Score -2477622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2477623.750000 Penalty: 4863.358398
	Iteration 77Q: 3 clusters Score -2477624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2477627.000000 Penalty: 4863.358398
	Iteration 78Q: 3 clusters Score -2477627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2477632.000000 Penalty: 4863.358398
	Iteration 79Q: 3 clusters Score -2477632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2477631.250000 Penalty: 4863.358398
	Iteration 80F: 3 clusters Score -2477631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2477637.750000 Penalty: 4863.358398
	Iteration 81Q: 3 clusters Score -2477638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2477644.500000 Penalty: 4863.358398
	Iteration 82Q: 3 clusters Score -2477644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2477647.750000 Penalty: 4863.358398
	Iteration 83Q: 3 clusters Score -2477648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2477652.500000 Penalty: 4863.358398
	Iteration 84Q: 3 clusters Score -2477652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2477657.250000 Penalty: 4863.358398
	Iteration 85Q: 3 clusters Score -2477657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2477655.250000 Penalty: 4863.358398
	Iteration 86Q: 3 clusters Score -2477655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2477658.250000 Penalty: 4863.358398
	Iteration 87Q: 3 clusters Score -2477658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2477659.500000 Penalty: 4863.358398
	Iteration 88Q: 3 clusters Score -2477660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2477669.750000 Penalty: 4863.358398
	Iteration 89Q: 3 clusters Score -2477670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2477669.750000 Penalty: 4863.358398
	Iteration 90Q: 3 clusters Score -2477670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2477672.500000 Penalty: 4863.358398
	Iteration 91Q: 3 clusters Score -2477672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2477679.500000 Penalty: 4863.358398
	Iteration 92Q: 3 clusters Score -2477680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2477676.000000 Penalty: 4863.358398
	Iteration 93Q: 3 clusters Score -2477676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2477676.250000 Penalty: 4863.358398
	Iteration 94Q: 3 clusters Score -2477676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2477677.500000 Penalty: 4863.358398
	Iteration 95Q: 3 clusters Score -2477678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2477687.000000 Penalty: 4863.358398
	Iteration 96Q: 3 clusters Score -2477687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -2477687.000000 Penalty: 4863.358398
	Iteration 97Q: 3 clusters Score -2477687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2477686.750000 Penalty: 4863.358398
	Iteration 98Q: 3 clusters Score -2477687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2477695.750000 Penalty: 4863.358398
	Iteration 99Q: 3 clusters Score -2477696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2477693.250000 Penalty: 4863.358398
	Iteration 100F: 3 clusters Score -2477693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2477694.500000 Penalty: 4863.358398
	Iteration 101Q: 3 clusters Score -2477694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2477695.500000 Penalty: 4863.358398
	Iteration 102Q: 3 clusters Score -2477696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2477697.250000 Penalty: 4863.358398
	Iteration 103Q: 3 clusters Score -2477697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2477701.500000 Penalty: 4863.358398
	Iteration 104Q: 3 clusters Score -2477702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2477704.750000 Penalty: 4863.358398
	Iteration 105Q: 3 clusters Score -2477705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2477705.500000 Penalty: 4863.358398
	Iteration 106Q: 3 clusters Score -2477706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2477712.000000 Penalty: 4863.358398
	Iteration 107Q: 3 clusters Score -2477712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2477715.750000 Penalty: 4863.358398
	Iteration 108Q: 3 clusters Score -2477716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2477733.000000 Penalty: 4863.358398
	Iteration 109Q: 3 clusters Score -2477733 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2477755.000000 Penalty: 4863.358398
	Iteration 110Q: 3 clusters Score -2477755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2477769.750000 Penalty: 4863.358398
	Iteration 111Q: 3 clusters Score -2477770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2477790.750000 Penalty: 4863.358398
	Iteration 112Q: 3 clusters Score -2477791 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2477797.250000 Penalty: 4863.358398
	Iteration 113Q: 3 clusters Score -2477797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2477812.250000 Penalty: 4863.358398
	Iteration 114Q: 3 clusters Score -2477812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2477825.500000 Penalty: 4863.358398
	Iteration 115Q: 3 clusters Score -2477826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2477833.000000 Penalty: 4863.358398
	Iteration 116Q: 3 clusters Score -2477833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2477834.750000 Penalty: 4863.358398
	Iteration 117Q: 3 clusters Score -2477835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2477836.750000 Penalty: 4863.358398
	Iteration 118Q: 3 clusters Score -2477837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2477841.250000 Penalty: 4863.358398
	Iteration 119Q: 3 clusters Score -2477841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2477842.500000 Penalty: 4863.358398
	Iteration 120F: 3 clusters Score -2477842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2477845.250000 Penalty: 4863.358398
	Iteration 121Q: 3 clusters Score -2477845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2477847.000000 Penalty: 4863.358398
	Iteration 122Q: 3 clusters Score -2477847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2477846.500000 Penalty: 4863.358398
	Iteration 123Q: 3 clusters Score -2477846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2477848.750000 Penalty: 4863.358398
	Iteration 124Q: 3 clusters Score -2477849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2477848.750000 Penalty: 4863.358398
	Iteration 125Q: 3 clusters Score -2477849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2477851.750000 Penalty: 4863.358398
	Iteration 126Q: 3 clusters Score -2477852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2477849.750000 Penalty: 4863.358398
	Iteration 127Q: 3 clusters Score -2477850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2477852.000000 Penalty: 4863.358398
	Iteration 128Q: 3 clusters Score -2477852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2477851.500000 Penalty: 4863.358398
	Iteration 129Q: 3 clusters Score -2477852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2477850.750000 Penalty: 4863.358398
	Iteration 130Q: 3 clusters Score -2477851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2477851.250000 Penalty: 4863.358398
	Iteration 131Q: 3 clusters Score -2477851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2477851.250000 Penalty: 4863.358398
	Iteration 132F: 3 clusters Score -2477851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Entering Unmasked Estep 
Score: -877288.812500 Penalty: 2180.590088
	Iteration 0F: 2 clusters Score -877288.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -871764.750000 Penalty: 4361.180176
	Iteration 0F: 3 clusters Score -871764.8 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -873298.875000 Penalty: 4361.180176
	Iteration 1F: 3 clusters Score -873298.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -873743.312500 Penalty: 4361.180176
	Iteration 2F: 3 clusters Score -873743.3 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -874243.125000 Penalty: 4361.180176
	Iteration 3F: 3 clusters Score -874243.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -874766.750000 Penalty: 4361.180176
	Iteration 4F: 3 clusters Score -874766.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -875280.562500 Penalty: 4361.180176
	Iteration 5F: 3 clusters Score -875280.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -875666.250000 Penalty: 4361.180176
	Iteration 6F: 3 clusters Score -875666.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -875930.125000 Penalty: 4361.180176
	Iteration 7Q: 3 clusters Score -875930.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -876142.250000 Penalty: 4361.180176
	Iteration 8Q: 3 clusters Score -876142.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -876310.125000 Penalty: 4361.180176
	Iteration 9Q: 3 clusters Score -876310.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -876425.000000 Penalty: 4361.180176
	Iteration 10Q: 3 clusters Score -876425 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -876494.562500 Penalty: 4361.180176
	Iteration 11Q: 3 clusters Score -876494.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -876554.500000 Penalty: 4361.180176
	Iteration 12Q: 3 clusters Score -876554.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -876595.875000 Penalty: 4361.180176
	Iteration 13Q: 3 clusters Score -876595.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -876631.062500 Penalty: 4361.180176
	Iteration 14Q: 3 clusters Score -876631.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -876655.125000 Penalty: 4361.180176
	Iteration 15Q: 3 clusters Score -876655.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -876681.375000 Penalty: 4361.180176
	Iteration 16Q: 3 clusters Score -876681.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -876702.062500 Penalty: 4361.180176
	Iteration 17Q: 3 clusters Score -876702.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -876719.125000 Penalty: 4361.180176
	Iteration 18Q: 3 clusters Score -876719.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -876743.625000 Penalty: 4361.180176
	Iteration 19Q: 3 clusters Score -876743.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -876772.187500 Penalty: 4361.180176
	Iteration 20F: 3 clusters Score -876772.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -876792.250000 Penalty: 4361.180176
	Iteration 21Q: 3 clusters Score -876792.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -876811.937500 Penalty: 4361.180176
	Iteration 22Q: 3 clusters Score -876811.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -876838.562500 Penalty: 4361.180176
	Iteration 23Q: 3 clusters Score -876838.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -876859.375000 Penalty: 4361.180176
	Iteration 24Q: 3 clusters Score -876859.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -876871.625000 Penalty: 4361.180176
	Iteration 25Q: 3 clusters Score -876871.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -876883.625000 Penalty: 4361.180176
	Iteration 26Q: 3 clusters Score -876883.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -876887.187500 Penalty: 4361.180176
	Iteration 27Q: 3 clusters Score -876887.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -876892.875000 Penalty: 4361.180176
	Iteration 28Q: 3 clusters Score -876892.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -876893.375000 Penalty: 4361.180176
	Iteration 29Q: 3 clusters Score -876893.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -876896.125000 Penalty: 4361.180176
	Iteration 30Q: 3 clusters Score -876896.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -876895.562500 Penalty: 4361.180176
	Iteration 31Q: 3 clusters Score -876895.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -876896.562500 Penalty: 4361.180176
	Iteration 32Q: 3 clusters Score -876896.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -876898.500000 Penalty: 4361.180176
	Iteration 33Q: 3 clusters Score -876898.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -876898.062500 Penalty: 4361.180176
	Iteration 34Q: 3 clusters Score -876898.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -876898.062500 Penalty: 4361.180176
	Iteration 35F: 3 clusters Score -876898.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Entering Unmasked Estep 
Score: -956038.187500 Penalty: 2194.821533
	Iteration 0F: 2 clusters Score -956038.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -950258.500000 Penalty: 4389.643066
	Iteration 0F: 3 clusters Score -950258.5 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -951712.375000 Penalty: 4389.643066
	Iteration 1F: 3 clusters Score -951712.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -951967.625000 Penalty: 4389.643066
	Iteration 2F: 3 clusters Score -951967.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -952137.875000 Penalty: 4389.643066
	Iteration 3F: 3 clusters Score -952137.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -952275.937500 Penalty: 4389.643066
	Iteration 4Q: 3 clusters Score -952275.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -952392.187500 Penalty: 4389.643066
	Iteration 5Q: 3 clusters Score -952392.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -952482.750000 Penalty: 4389.643066
	Iteration 6Q: 3 clusters Score -952482.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -952536.750000 Penalty: 4389.643066
	Iteration 7Q: 3 clusters Score -952536.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -952582.125000 Penalty: 4389.643066
	Iteration 8Q: 3 clusters Score -952582.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -952630.250000 Penalty: 4389.643066
	Iteration 9Q: 3 clusters Score -952630.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -952670.562500 Penalty: 4389.643066
	Iteration 10Q: 3 clusters Score -952670.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -952713.375000 Penalty: 4389.643066
	Iteration 11Q: 3 clusters Score -952713.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -952752.437500 Penalty: 4389.643066
	Iteration 12Q: 3 clusters Score -952752.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -952792.875000 Penalty: 4389.643066
	Iteration 13Q: 3 clusters Score -952792.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -952845.625000 Penalty: 4389.643066
	Iteration 14Q: 3 clusters Score -952845.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -952911.062500 Penalty: 4389.643066
	Iteration 15Q: 3 clusters Score -952911.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -952991.187500 Penalty: 4389.643066
	Iteration 16Q: 3 clusters Score -952991.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -953075.125000 Penalty: 4389.643066
	Iteration 17Q: 3 clusters Score -953075.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -953174.375000 Penalty: 4389.643066
	Iteration 18Q: 3 clusters Score -953174.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -953273.687500 Penalty: 4389.643066
	Iteration 19Q: 3 clusters Score -953273.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -953364.187500 Penalty: 4389.643066
	Iteration 20F: 3 clusters Score -953364.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -953443.500000 Penalty: 4389.643066
	Iteration 21Q: 3 clusters Score -953443.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -953521.437500 Penalty: 4389.643066
	Iteration 22Q: 3 clusters Score -953521.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -953588.250000 Penalty: 4389.643066
	Iteration 23Q: 3 clusters Score -953588.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -953653.312500 Penalty: 4389.643066
	Iteration 24Q: 3 clusters Score -953653.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -953721.375000 Penalty: 4389.643066
	Iteration 25Q: 3 clusters Score -953721.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -953797.562500 Penalty: 4389.643066
	Iteration 26Q: 3 clusters Score -953797.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -953858.250000 Penalty: 4389.643066
	Iteration 27Q: 3 clusters Score -953858.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -953910.500000 Penalty: 4389.643066
	Iteration 28Q: 3 clusters Score -953910.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -953959.437500 Penalty: 4389.643066
	Iteration 29Q: 3 clusters Score -953959.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -954020.125000 Penalty: 4389.643066
	Iteration 30Q: 3 clusters Score -954020.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -954080.625000 Penalty: 4389.643066
	Iteration 31Q: 3 clusters Score -954080.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -954137.500000 Penalty: 4389.643066
	Iteration 32Q: 3 clusters Score -954137.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -954202.500000 Penalty: 4389.643066
	Iteration 33Q: 3 clusters Score -954202.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -954242.687500 Penalty: 4389.643066
	Iteration 34Q: 3 clusters Score -954242.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -954256.625000 Penalty: 4389.643066
	Iteration 35Q: 3 clusters Score -954256.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -954270.750000 Penalty: 4389.643066
	Iteration 36Q: 3 clusters Score -954270.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -954276.062500 Penalty: 4389.643066
	Iteration 37Q: 3 clusters Score -954276.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -954282.500000 Penalty: 4389.643066
	Iteration 38Q: 3 clusters Score -954282.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -954286.062500 Penalty: 4389.643066
	Iteration 39Q: 3 clusters Score -954286.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -954287.875000 Penalty: 4389.643066
	Iteration 40F: 3 clusters Score -954287.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -954291.437500 Penalty: 4389.643066
	Iteration 41Q: 3 clusters Score -954291.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -954296.000000 Penalty: 4389.643066
	Iteration 42Q: 3 clusters Score -954296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -954299.312500 Penalty: 4389.643066
	Iteration 43Q: 3 clusters Score -954299.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -954300.562500 Penalty: 4389.643066
	Iteration 44Q: 3 clusters Score -954300.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -954302.437500 Penalty: 4389.643066
	Iteration 45Q: 3 clusters Score -954302.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -954304.750000 Penalty: 4389.643066
	Iteration 46Q: 3 clusters Score -954304.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -954306.562500 Penalty: 4389.643066
	Iteration 47Q: 3 clusters Score -954306.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -954308.375000 Penalty: 4389.643066
	Iteration 48Q: 3 clusters Score -954308.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -954310.500000 Penalty: 4389.643066
	Iteration 49Q: 3 clusters Score -954310.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -954311.375000 Penalty: 4389.643066
	Iteration 50Q: 3 clusters Score -954311.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -954311.375000 Penalty: 4389.643066
	Iteration 51F: 3 clusters Score -954311.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -751507.812500 Penalty: 2139.215332
	Iteration 0F: 2 clusters Score -751507.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -746646.750000 Penalty: 4278.430664
	Iteration 0F: 3 clusters Score -746646.8 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -747998.375000 Penalty: 4278.430664
	Iteration 1F: 3 clusters Score -747998.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -748292.125000 Penalty: 4278.430664
	Iteration 2F: 3 clusters Score -748292.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -748466.187500 Penalty: 4278.430664
	Iteration 3F: 3 clusters Score -748466.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -748596.437500 Penalty: 4278.430664
	Iteration 4Q: 3 clusters Score -748596.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -748704.500000 Penalty: 4278.430664
	Iteration 5Q: 3 clusters Score -748704.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -748798.125000 Penalty: 4278.430664
	Iteration 6Q: 3 clusters Score -748798.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -748868.937500 Penalty: 4278.430664
	Iteration 7Q: 3 clusters Score -748868.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -748939.750000 Penalty: 4278.430664
	Iteration 8Q: 3 clusters Score -748939.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -749002.437500 Penalty: 4278.430664
	Iteration 9Q: 3 clusters Score -749002.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -749048.875000 Penalty: 4278.430664
	Iteration 10Q: 3 clusters Score -749048.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -749096.437500 Penalty: 4278.430664
	Iteration 11Q: 3 clusters Score -749096.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -749144.062500 Penalty: 4278.430664
	Iteration 12Q: 3 clusters Score -749144.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -749187.500000 Penalty: 4278.430664
	Iteration 13Q: 3 clusters Score -749187.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -749233.125000 Penalty: 4278.430664
	Iteration 14Q: 3 clusters Score -749233.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -749271.812500 Penalty: 4278.430664
	Iteration 15Q: 3 clusters Score -749271.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -749308.312500 Penalty: 4278.430664
	Iteration 16Q: 3 clusters Score -749308.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -749355.875000 Penalty: 4278.430664
	Iteration 17Q: 3 clusters Score -749355.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -749401.625000 Penalty: 4278.430664
	Iteration 18Q: 3 clusters Score -749401.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -749458.562500 Penalty: 4278.430664
	Iteration 19Q: 3 clusters Score -749458.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -749518.687500 Penalty: 4278.430664
	Iteration 20F: 3 clusters Score -749518.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -749581.875000 Penalty: 4278.430664
	Iteration 21Q: 3 clusters Score -749581.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -749645.375000 Penalty: 4278.430664
	Iteration 22Q: 3 clusters Score -749645.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -749690.250000 Penalty: 4278.430664
	Iteration 23Q: 3 clusters Score -749690.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -749741.750000 Penalty: 4278.430664
	Iteration 24Q: 3 clusters Score -749741.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -749787.625000 Penalty: 4278.430664
	Iteration 25Q: 3 clusters Score -749787.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -749833.937500 Penalty: 4278.430664
	Iteration 26Q: 3 clusters Score -749833.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -749900.937500 Penalty: 4278.430664
	Iteration 27Q: 3 clusters Score -749900.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -749968.812500 Penalty: 4278.430664
	Iteration 28Q: 3 clusters Score -749968.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -750035.250000 Penalty: 4278.430664
	Iteration 29Q: 3 clusters Score -750035.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -750081.812500 Penalty: 4278.430664
	Iteration 30Q: 3 clusters Score -750081.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -750122.875000 Penalty: 4278.430664
	Iteration 31Q: 3 clusters Score -750122.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -750156.125000 Penalty: 4278.430664
	Iteration 32Q: 3 clusters Score -750156.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -750183.750000 Penalty: 4278.430664
	Iteration 33Q: 3 clusters Score -750183.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -750207.312500 Penalty: 4278.430664
	Iteration 34Q: 3 clusters Score -750207.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -750225.187500 Penalty: 4278.430664
	Iteration 35Q: 3 clusters Score -750225.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -750236.687500 Penalty: 4278.430664
	Iteration 36Q: 3 clusters Score -750236.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -750243.625000 Penalty: 4278.430664
	Iteration 37Q: 3 clusters Score -750243.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -750251.750000 Penalty: 4278.430664
	Iteration 38Q: 3 clusters Score -750251.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -750258.062500 Penalty: 4278.430664
	Iteration 39Q: 3 clusters Score -750258.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -750262.875000 Penalty: 4278.430664
	Iteration 40F: 3 clusters Score -750262.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -750268.875000 Penalty: 4278.430664
	Iteration 41Q: 3 clusters Score -750268.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -750271.812500 Penalty: 4278.430664
	Iteration 42Q: 3 clusters Score -750271.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -750273.812500 Penalty: 4278.430664
	Iteration 43Q: 3 clusters Score -750273.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -750277.062500 Penalty: 4278.430664
	Iteration 44Q: 3 clusters Score -750277.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -750279.625000 Penalty: 4278.430664
	Iteration 45Q: 3 clusters Score -750279.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -750284.812500 Penalty: 4278.430664
	Iteration 46Q: 3 clusters Score -750284.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -750286.562500 Penalty: 4278.430664
	Iteration 47Q: 3 clusters Score -750286.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -750287.562500 Penalty: 4278.430664
	Iteration 48Q: 3 clusters Score -750287.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -750289.625000 Penalty: 4278.430664
	Iteration 49Q: 3 clusters Score -750289.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -750289.625000 Penalty: 4278.430664
	Iteration 50F: 3 clusters Score -750289.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Entering Unmasked Estep 
Score: -862742.187500 Penalty: 2173.795166
	Iteration 0F: 2 clusters Score -862742.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -857371.875000 Penalty: 4347.590332
	Iteration 0F: 3 clusters Score -857371.9 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -858818.375000 Penalty: 4347.590332
	Iteration 1F: 3 clusters Score -858818.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -859219.687500 Penalty: 4347.590332
	Iteration 2F: 3 clusters Score -859219.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -859574.062500 Penalty: 4347.590332
	Iteration 3F: 3 clusters Score -859574.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -859911.000000 Penalty: 4347.590332
	Iteration 4F: 3 clusters Score -859911 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -860218.875000 Penalty: 4347.590332
	Iteration 5F: 3 clusters Score -860218.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -860495.750000 Penalty: 4347.590332
	Iteration 6Q: 3 clusters Score -860495.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -860726.812500 Penalty: 4347.590332
	Iteration 7Q: 3 clusters Score -860726.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -860896.250000 Penalty: 4347.590332
	Iteration 8Q: 3 clusters Score -860896.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -861015.812500 Penalty: 4347.590332
	Iteration 9Q: 3 clusters Score -861015.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -861100.250000 Penalty: 4347.590332
	Iteration 10Q: 3 clusters Score -861100.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -861144.000000 Penalty: 4347.590332
	Iteration 11Q: 3 clusters Score -861144 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -861184.812500 Penalty: 4347.590332
	Iteration 12Q: 3 clusters Score -861184.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -861211.750000 Penalty: 4347.590332
	Iteration 13Q: 3 clusters Score -861211.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -861222.937500 Penalty: 4347.590332
	Iteration 14Q: 3 clusters Score -861222.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -861234.812500 Penalty: 4347.590332
	Iteration 15Q: 3 clusters Score -861234.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -861245.437500 Penalty: 4347.590332
	Iteration 16Q: 3 clusters Score -861245.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -861257.250000 Penalty: 4347.590332
	Iteration 17Q: 3 clusters Score -861257.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -861274.250000 Penalty: 4347.590332
	Iteration 18Q: 3 clusters Score -861274.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -861287.687500 Penalty: 4347.590332
	Iteration 19Q: 3 clusters Score -861287.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -861300.750000 Penalty: 4347.590332
	Iteration 20F: 3 clusters Score -861300.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -861317.000000 Penalty: 4347.590332
	Iteration 21Q: 3 clusters Score -861317 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -861329.937500 Penalty: 4347.590332
	Iteration 22Q: 3 clusters Score -861329.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -861341.562500 Penalty: 4347.590332
	Iteration 23Q: 3 clusters Score -861341.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -861353.437500 Penalty: 4347.590332
	Iteration 24Q: 3 clusters Score -861353.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -861366.437500 Penalty: 4347.590332
	Iteration 25Q: 3 clusters Score -861366.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -861377.875000 Penalty: 4347.590332
	Iteration 26Q: 3 clusters Score -861377.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -861392.250000 Penalty: 4347.590332
	Iteration 27Q: 3 clusters Score -861392.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -861403.062500 Penalty: 4347.590332
	Iteration 28Q: 3 clusters Score -861403.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -861416.625000 Penalty: 4347.590332
	Iteration 29Q: 3 clusters Score -861416.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -861428.875000 Penalty: 4347.590332
	Iteration 30Q: 3 clusters Score -861428.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -861446.562500 Penalty: 4347.590332
	Iteration 31Q: 3 clusters Score -861446.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -861467.250000 Penalty: 4347.590332
	Iteration 32Q: 3 clusters Score -861467.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -861489.500000 Penalty: 4347.590332
	Iteration 33Q: 3 clusters Score -861489.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -861534.500000 Penalty: 4347.590332
	Iteration 34Q: 3 clusters Score -861534.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -861623.562500 Penalty: 4347.590332
	Iteration 35Q: 3 clusters Score -861623.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -861759.062500 Penalty: 4347.590332
	Iteration 36Q: 3 clusters Score -861759.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -861946.062500 Penalty: 4347.590332
	Iteration 37Q: 3 clusters Score -861946.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -862155.250000 Penalty: 4347.590332
	Iteration 38Q: 3 clusters Score -862155.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -862358.187500 Penalty: 4347.590332
	Iteration 39Q: 3 clusters Score -862358.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -862504.687500 Penalty: 4347.590332
	Iteration 40F: 3 clusters Score -862504.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -862600.687500 Penalty: 4347.590332
	Iteration 41Q: 3 clusters Score -862600.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -862673.062500 Penalty: 4347.590332
	Iteration 42Q: 3 clusters Score -862673.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -862754.312500 Penalty: 4347.590332
	Iteration 43Q: 3 clusters Score -862754.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -862845.500000 Penalty: 4347.590332
	Iteration 44Q: 3 clusters Score -862845.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -862992.125000 Penalty: 4347.590332
	Iteration 45Q: 3 clusters Score -862992.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -863200.875000 Penalty: 4347.590332
	Iteration 46Q: 3 clusters Score -863200.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -863391.375000 Penalty: 4347.590332
	Iteration 47Q: 3 clusters Score -863391.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -863504.312500 Penalty: 4347.590332
	Iteration 48Q: 3 clusters Score -863504.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -863545.937500 Penalty: 4347.590332
	Iteration 49Q: 3 clusters Score -863545.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -863551.750000 Penalty: 4347.590332
	Iteration 50Q: 3 clusters Score -863551.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -863555.812500 Penalty: 4347.590332
	Iteration 51Q: 3 clusters Score -863555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -863554.312500 Penalty: 4347.590332
	Iteration 52Q: 3 clusters Score -863554.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -863554.312500 Penalty: 4347.590332
	Iteration 53F: 3 clusters Score -863554.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 149948 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54800 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49480 members 
Mstep: Class 7 contains 11016 members 
Mstep: Class 8 contains 34714 members 
Mstep: Class 9 contains 41785 members 
Mstep: Class 10 contains 14046 members 
Mstep: Class 11 contains 36308 members 
Mstep: Class 12 contains 50970 members 
Mstep: Class 13 contains 2456 members 
Mstep: Class 14 contains 84314 members 
Mstep: Class 15 contains 38904 members 
Mstep: Class 16 contains 68426 members 
Mstep: Class 17 contains 142141 members 
Mstep: Class 18 contains 30601 members 
Mstep: Class 19 contains 7852 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 168231 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2712 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6586 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5574 members 
Mstep: Class 28 contains 3952 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 2754 members 
Entering Unmasked Estep 
Score: -142945104.000000 Penalty: 103175.226562
Splitting cluster 28 changes total score from -142945520.000000 to -142945104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (1352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Entering Unmasked Estep 
Score: -182339.406250 Penalty: 1787.916382
	Iteration 0F: 2 clusters Score -182339.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -180154.718750 Penalty: 3575.832764
	Iteration 0F: 3 clusters Score -180154.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -180504.453125 Penalty: 3575.832764
	Iteration 1F: 3 clusters Score -180504.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -180596.234375 Penalty: 3575.832764
	Iteration 2F: 3 clusters Score -180596.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -180653.062500 Penalty: 3575.832764
	Iteration 3Q: 3 clusters Score -180653.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -180718.828125 Penalty: 3575.832764
	Iteration 4Q: 3 clusters Score -180718.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -180817.968750 Penalty: 3575.832764
	Iteration 5Q: 3 clusters Score -180818 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -180921.375000 Penalty: 3575.832764
	Iteration 6Q: 3 clusters Score -180921.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -181006.234375 Penalty: 3575.832764
	Iteration 7Q: 3 clusters Score -181006.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -181104.796875 Penalty: 3575.832764
	Iteration 8Q: 3 clusters Score -181104.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -181213.750000 Penalty: 3575.832764
	Iteration 9Q: 3 clusters Score -181213.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -181312.937500 Penalty: 3575.832764
	Iteration 10Q: 3 clusters Score -181312.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -181407.156250 Penalty: 3575.832764
	Iteration 11Q: 3 clusters Score -181407.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -181505.125000 Penalty: 3575.832764
	Iteration 12Q: 3 clusters Score -181505.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -181668.359375 Penalty: 3575.832764
	Iteration 13Q: 3 clusters Score -181668.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -181933.265625 Penalty: 3575.832764
	Iteration 14Q: 3 clusters Score -181933.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -182013.406250 Penalty: 3575.832764
	Iteration 15Q: 3 clusters Score -182013.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -182057.234375 Penalty: 3575.832764
	Iteration 16Q: 3 clusters Score -182057.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -182090.093750 Penalty: 3575.832764
	Iteration 17Q: 3 clusters Score -182090.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -182113.109375 Penalty: 3575.832764
	Iteration 18Q: 3 clusters Score -182113.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -182134.796875 Penalty: 3575.832764
	Iteration 19Q: 3 clusters Score -182134.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -182155.578125 Penalty: 3575.832764
	Iteration 20F: 3 clusters Score -182155.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -182167.265625 Penalty: 3575.832764
	Iteration 21Q: 3 clusters Score -182167.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -182177.796875 Penalty: 3575.832764
	Iteration 22Q: 3 clusters Score -182177.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -182180.156250 Penalty: 3575.832764
	Iteration 23Q: 3 clusters Score -182180.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -182181.468750 Penalty: 3575.832764
	Iteration 24Q: 3 clusters Score -182181.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -182182.187500 Penalty: 3575.832764
	Iteration 25Q: 3 clusters Score -182182.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -182182.187500 Penalty: 3575.832764
	Iteration 26F: 3 clusters Score -182182.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Entering Unmasked Estep 
Score: -360023.781250 Penalty: 1964.360840
	Iteration 0F: 2 clusters Score -360023.8 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 1372 members 
Entering Unmasked Estep 
Score: -356944.187500 Penalty: 3928.721680
	Iteration 0F: 3 clusters Score -356944.2 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -357499.468750 Penalty: 3928.721680
	Iteration 1F: 3 clusters Score -357499.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -357638.750000 Penalty: 3928.721680
	Iteration 2F: 3 clusters Score -357638.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -357744.656250 Penalty: 3928.721680
	Iteration 3F: 3 clusters Score -357744.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -357844.968750 Penalty: 3928.721680
	Iteration 4Q: 3 clusters Score -357845 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -357932.812500 Penalty: 3928.721680
	Iteration 5Q: 3 clusters Score -357932.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -358010.093750 Penalty: 3928.721680
	Iteration 6Q: 3 clusters Score -358010.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -358078.500000 Penalty: 3928.721680
	Iteration 7Q: 3 clusters Score -358078.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -358138.250000 Penalty: 3928.721680
	Iteration 8Q: 3 clusters Score -358138.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -358193.781250 Penalty: 3928.721680
	Iteration 9Q: 3 clusters Score -358193.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -358248.906250 Penalty: 3928.721680
	Iteration 10Q: 3 clusters Score -358248.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -358341.312500 Penalty: 3928.721680
	Iteration 11Q: 3 clusters Score -358341.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -358476.000000 Penalty: 3928.721680
	Iteration 12Q: 3 clusters Score -358476 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -358633.750000 Penalty: 3928.721680
	Iteration 13Q: 3 clusters Score -358633.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -358773.750000 Penalty: 3928.721680
	Iteration 14Q: 3 clusters Score -358773.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -358859.000000 Penalty: 3928.721680
	Iteration 15Q: 3 clusters Score -358859 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -358914.093750 Penalty: 3928.721680
	Iteration 16Q: 3 clusters Score -358914.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -358953.125000 Penalty: 3928.721680
	Iteration 17Q: 3 clusters Score -358953.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -358980.562500 Penalty: 3928.721680
	Iteration 18Q: 3 clusters Score -358980.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -359004.687500 Penalty: 3928.721680
	Iteration 19Q: 3 clusters Score -359004.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -359025.406250 Penalty: 3928.721680
	Iteration 20F: 3 clusters Score -359025.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -359045.781250 Penalty: 3928.721680
	Iteration 21Q: 3 clusters Score -359045.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -359062.968750 Penalty: 3928.721680
	Iteration 22Q: 3 clusters Score -359063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -359071.906250 Penalty: 3928.721680
	Iteration 23Q: 3 clusters Score -359071.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -359084.250000 Penalty: 3928.721680
	Iteration 24Q: 3 clusters Score -359084.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -359093.093750 Penalty: 3928.721680
	Iteration 25Q: 3 clusters Score -359093.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -359097.750000 Penalty: 3928.721680
	Iteration 26Q: 3 clusters Score -359097.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -359101.468750 Penalty: 3928.721680
	Iteration 27Q: 3 clusters Score -359101.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -359109.062500 Penalty: 3928.721680
	Iteration 28Q: 3 clusters Score -359109.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -359116.843750 Penalty: 3928.721680
	Iteration 29Q: 3 clusters Score -359116.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -359125.218750 Penalty: 3928.721680
	Iteration 30Q: 3 clusters Score -359125.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -359127.781250 Penalty: 3928.721680
	Iteration 31Q: 3 clusters Score -359127.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -359127.781250 Penalty: 3928.721680
	Iteration 32F: 3 clusters Score -359127.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 149948 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54800 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49480 members 
Mstep: Class 7 contains 11016 members 
Mstep: Class 8 contains 34714 members 
Mstep: Class 9 contains 41785 members 
Mstep: Class 10 contains 14046 members 
Mstep: Class 11 contains 36308 members 
Mstep: Class 12 contains 50970 members 
Mstep: Class 14 contains 84314 members 
Mstep: Class 15 contains 38904 members 
Mstep: Class 16 contains 68426 members 
Mstep: Class 17 contains 142141 members 
Mstep: Class 18 contains 30601 members 
Mstep: Class 19 contains 7852 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 168231 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2712 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6586 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5574 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 2754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945440.000000 Penalty: 99736.046875
Iteration 319Q: 30 clusters Score -1.429454e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 150027 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54797 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49476 members 
Mstep: Class 7 contains 11018 members 
Mstep: Class 8 contains 34718 members 
Mstep: Class 9 contains 41787 members 
Mstep: Class 10 contains 14046 members 
Mstep: Class 11 contains 36298 members 
Mstep: Class 12 contains 50990 members 
Mstep: Class 14 contains 84304 members 
Mstep: Class 15 contains 38888 members 
Mstep: Class 16 contains 68450 members 
Mstep: Class 17 contains 142131 members 
Mstep: Class 18 contains 30595 members 
Mstep: Class 19 contains 7852 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 168164 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18124 members 
Mstep: Class 25 contains 6587 members 
Mstep: Class 26 contains 6976 members 
Mstep: Class 27 contains 5574 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1353 members 
Mstep: Class 30 contains 2754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945520.000000 Penalty: 99736.046875
Iteration 320F: 30 clusters Score -1.429455e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 150126 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54798 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49486 members 
Mstep: Class 7 contains 11020 members 
Mstep: Class 8 contains 34727 members 
Mstep: Class 9 contains 41788 members 
Mstep: Class 10 contains 14044 members 
Mstep: Class 11 contains 36284 members 
Mstep: Class 12 contains 51004 members 
Mstep: Class 14 contains 84286 members 
Mstep: Class 15 contains 38873 members 
Mstep: Class 16 contains 68470 members 
Mstep: Class 17 contains 142116 members 
Mstep: Class 18 contains 30591 members 
Mstep: Class 19 contains 7852 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 168076 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18125 members 
Mstep: Class 25 contains 6587 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5574 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1353 members 
Mstep: Class 30 contains 2755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945600.000000 Penalty: 99736.046875
Iteration 321Q: 30 clusters Score -1.429456e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 150230 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54795 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49486 members 
Mstep: Class 7 contains 11021 members 
Mstep: Class 8 contains 34733 members 
Mstep: Class 9 contains 41788 members 
Mstep: Class 10 contains 14046 members 
Mstep: Class 11 contains 36277 members 
Mstep: Class 12 contains 51005 members 
Mstep: Class 14 contains 84278 members 
Mstep: Class 15 contains 38856 members 
Mstep: Class 16 contains 68490 members 
Mstep: Class 17 contains 142091 members 
Mstep: Class 18 contains 30589 members 
Mstep: Class 19 contains 7852 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 168007 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18126 members 
Mstep: Class 25 contains 6583 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5574 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 2755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945760.000000 Penalty: 99736.046875
Iteration 322Q: 30 clusters Score -1.429458e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 150324 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54783 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49490 members 
Mstep: Class 7 contains 11021 members 
Mstep: Class 8 contains 34737 members 
Mstep: Class 9 contains 41795 members 
Mstep: Class 10 contains 14040 members 
Mstep: Class 11 contains 36272 members 
Mstep: Class 12 contains 51015 members 
Mstep: Class 14 contains 84259 members 
Mstep: Class 15 contains 38840 members 
Mstep: Class 16 contains 68510 members 
Mstep: Class 17 contains 142087 members 
Mstep: Class 18 contains 30586 members 
Mstep: Class 19 contains 7852 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 167935 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18125 members 
Mstep: Class 25 contains 6581 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5575 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 2756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945968.000000 Penalty: 99736.046875
Iteration 323Q: 30 clusters Score -1.42946e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 150393 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54774 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49495 members 
Mstep: Class 7 contains 11022 members 
Mstep: Class 8 contains 34742 members 
Mstep: Class 9 contains 41799 members 
Mstep: Class 10 contains 14037 members 
Mstep: Class 11 contains 36265 members 
Mstep: Class 12 contains 51011 members 
Mstep: Class 14 contains 84243 members 
Mstep: Class 15 contains 38803 members 
Mstep: Class 16 contains 68536 members 
Mstep: Class 17 contains 142109 members 
Mstep: Class 18 contains 30579 members 
Mstep: Class 19 contains 7853 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 167885 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6578 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5575 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1354 members 
Mstep: Class 30 contains 2756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945808.000000 Penalty: 99736.046875
Iteration 324Q: 30 clusters Score -1.429458e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 150459 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54766 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49499 members 
Mstep: Class 7 contains 11023 members 
Mstep: Class 8 contains 34746 members 
Mstep: Class 9 contains 41799 members 
Mstep: Class 10 contains 14032 members 
Mstep: Class 11 contains 36252 members 
Mstep: Class 12 contains 51010 members 
Mstep: Class 14 contains 84238 members 
Mstep: Class 15 contains 38773 members 
Mstep: Class 16 contains 68551 members 
Mstep: Class 17 contains 142147 members 
Mstep: Class 18 contains 30565 members 
Mstep: Class 19 contains 7854 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 167836 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5575 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1353 members 
Mstep: Class 30 contains 2756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945712.000000 Penalty: 99736.046875
Iteration 325Q: 30 clusters Score -1.429457e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 150531 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54762 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49494 members 
Mstep: Class 7 contains 11023 members 
Mstep: Class 8 contains 34749 members 
Mstep: Class 9 contains 41794 members 
Mstep: Class 10 contains 14032 members 
Mstep: Class 11 contains 36225 members 
Mstep: Class 12 contains 50994 members 
Mstep: Class 14 contains 84240 members 
Mstep: Class 15 contains 38751 members 
Mstep: Class 16 contains 68563 members 
Mstep: Class 17 contains 142183 members 
Mstep: Class 18 contains 30557 members 
Mstep: Class 19 contains 7855 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 167797 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 18128 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5575 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1354 members 
Mstep: Class 30 contains 2756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945760.000000 Penalty: 99736.046875
Iteration 326Q: 30 clusters Score -1.429458e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 150600 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54762 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49497 members 
Mstep: Class 7 contains 11024 members 
Mstep: Class 8 contains 34749 members 
Mstep: Class 9 contains 41792 members 
Mstep: Class 10 contains 14035 members 
Mstep: Class 11 contains 36202 members 
Mstep: Class 12 contains 50989 members 
Mstep: Class 14 contains 84253 members 
Mstep: Class 15 contains 38727 members 
Mstep: Class 16 contains 68578 members 
Mstep: Class 17 contains 142191 members 
Mstep: Class 18 contains 30553 members 
Mstep: Class 19 contains 7855 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 167744 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18128 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5576 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 2756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945584.000000 Penalty: 99736.046875
Iteration 327Q: 30 clusters Score -1.429456e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 150672 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54773 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49503 members 
Mstep: Class 7 contains 11023 members 
Mstep: Class 8 contains 34751 members 
Mstep: Class 9 contains 41797 members 
Mstep: Class 10 contains 14032 members 
Mstep: Class 11 contains 36186 members 
Mstep: Class 12 contains 50983 members 
Mstep: Class 14 contains 84252 members 
Mstep: Class 15 contains 38702 members 
Mstep: Class 16 contains 68595 members 
Mstep: Class 17 contains 142200 members 
Mstep: Class 18 contains 30550 members 
Mstep: Class 19 contains 7855 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 167681 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6578 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5575 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 2756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945472.000000 Penalty: 99736.046875
Iteration 328Q: 30 clusters Score -1.429455e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 150748 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54770 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49510 members 
Mstep: Class 7 contains 11022 members 
Mstep: Class 8 contains 34752 members 
Mstep: Class 9 contains 41800 members 
Mstep: Class 10 contains 14034 members 
Mstep: Class 11 contains 36172 members 
Mstep: Class 12 contains 50982 members 
Mstep: Class 14 contains 84248 members 
Mstep: Class 15 contains 38683 members 
Mstep: Class 16 contains 68614 members 
Mstep: Class 17 contains 142207 members 
Mstep: Class 18 contains 30550 members 
Mstep: Class 19 contains 7855 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 167608 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18128 members 
Mstep: Class 25 contains 6578 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5575 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 2756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945456.000000 Penalty: 99736.046875
Iteration 329Q: 30 clusters Score -1.429455e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 150825 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54762 members 
Mstep: Class 5 contains 8376 members 
Mstep: Class 6 contains 49513 members 
Mstep: Class 7 contains 11022 members 
Mstep: Class 8 contains 34752 members 
Mstep: Class 9 contains 41798 members 
Mstep: Class 10 contains 14035 members 
Mstep: Class 11 contains 36163 members 
Mstep: Class 12 contains 50985 members 
Mstep: Class 14 contains 84241 members 
Mstep: Class 15 contains 38654 members 
Mstep: Class 16 contains 68629 members 
Mstep: Class 17 contains 142201 members 
Mstep: Class 18 contains 30549 members 
Mstep: Class 19 contains 7855 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 167567 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18128 members 
Mstep: Class 25 contains 6578 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5576 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 2756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945392.000000 Penalty: 99736.046875
Iteration 330Q: 30 clusters Score -1.429454e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 150873 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54759 members 
Mstep: Class 5 contains 8377 members 
Mstep: Class 6 contains 49524 members 
Mstep: Class 7 contains 11024 members 
Mstep: Class 8 contains 34753 members 
Mstep: Class 9 contains 41799 members 
Mstep: Class 10 contains 14038 members 
Mstep: Class 11 contains 36156 members 
Mstep: Class 12 contains 50987 members 
Mstep: Class 14 contains 84237 members 
Mstep: Class 15 contains 38640 members 
Mstep: Class 16 contains 68639 members 
Mstep: Class 17 contains 142197 members 
Mstep: Class 18 contains 30547 members 
Mstep: Class 19 contains 7855 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 167523 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6578 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5576 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 2756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945536.000000 Penalty: 99736.046875
Iteration 331Q: 30 clusters Score -1.429455e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 150903 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54757 members 
Mstep: Class 5 contains 8378 members 
Mstep: Class 6 contains 49543 members 
Mstep: Class 7 contains 11027 members 
Mstep: Class 8 contains 34753 members 
Mstep: Class 9 contains 41792 members 
Mstep: Class 10 contains 14036 members 
Mstep: Class 11 contains 36139 members 
Mstep: Class 12 contains 50999 members 
Mstep: Class 14 contains 84243 members 
Mstep: Class 15 contains 38628 members 
Mstep: Class 16 contains 68651 members 
Mstep: Class 17 contains 142209 members 
Mstep: Class 18 contains 30539 members 
Mstep: Class 19 contains 7855 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 167478 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18126 members 
Mstep: Class 25 contains 6578 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5576 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1354 members 
Mstep: Class 30 contains 2756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945440.000000 Penalty: 99736.046875
Iteration 332Q: 30 clusters Score -1.429454e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 150933 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54745 members 
Mstep: Class 5 contains 8379 members 
Mstep: Class 6 contains 49555 members 
Mstep: Class 7 contains 11031 members 
Mstep: Class 8 contains 34751 members 
Mstep: Class 9 contains 41789 members 
Mstep: Class 10 contains 14035 members 
Mstep: Class 11 contains 36126 members 
Mstep: Class 12 contains 51013 members 
Mstep: Class 14 contains 84252 members 
Mstep: Class 15 contains 38616 members 
Mstep: Class 16 contains 68665 members 
Mstep: Class 17 contains 142242 members 
Mstep: Class 18 contains 30534 members 
Mstep: Class 19 contains 7855 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 167408 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6578 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 5576 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1354 members 
Mstep: Class 30 contains 2756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945408.000000 Penalty: 99736.046875
Iteration 333Q: 30 clusters Score -1.429454e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 150988 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54726 members 
Mstep: Class 5 contains 8380 members 
Mstep: Class 6 contains 49555 members 
Mstep: Class 7 contains 11035 members 
Mstep: Class 8 contains 34750 members 
Mstep: Class 9 contains 41787 members 
Mstep: Class 10 contains 14030 members 
Mstep: Class 11 contains 36115 members 
Mstep: Class 12 contains 51029 members 
Mstep: Class 14 contains 84256 members 
Mstep: Class 15 contains 38605 members 
Mstep: Class 16 contains 68670 members 
Mstep: Class 17 contains 142289 members 
Mstep: Class 18 contains 30528 members 
Mstep: Class 19 contains 7855 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 167332 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6578 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5577 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1354 members 
Mstep: Class 30 contains 2755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945456.000000 Penalty: 99736.046875
Iteration 334Q: 30 clusters Score -1.429455e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 151015 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54707 members 
Mstep: Class 5 contains 8381 members 
Mstep: Class 6 contains 49552 members 
Mstep: Class 7 contains 11036 members 
Mstep: Class 8 contains 34754 members 
Mstep: Class 9 contains 41786 members 
Mstep: Class 10 contains 14031 members 
Mstep: Class 11 contains 36116 members 
Mstep: Class 12 contains 51033 members 
Mstep: Class 14 contains 84254 members 
Mstep: Class 15 contains 38589 members 
Mstep: Class 16 contains 68680 members 
Mstep: Class 17 contains 142330 members 
Mstep: Class 18 contains 30528 members 
Mstep: Class 19 contains 7855 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 167282 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6578 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5577 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1354 members 
Mstep: Class 30 contains 2755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945328.000000 Penalty: 99736.046875
Iteration 335Q: 30 clusters Score -1.429453e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 151026 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54696 members 
Mstep: Class 5 contains 8380 members 
Mstep: Class 6 contains 49552 members 
Mstep: Class 7 contains 11038 members 
Mstep: Class 8 contains 34755 members 
Mstep: Class 9 contains 41789 members 
Mstep: Class 10 contains 14029 members 
Mstep: Class 11 contains 36112 members 
Mstep: Class 12 contains 51048 members 
Mstep: Class 14 contains 84247 members 
Mstep: Class 15 contains 38577 members 
Mstep: Class 16 contains 68685 members 
Mstep: Class 17 contains 142380 members 
Mstep: Class 18 contains 30526 members 
Mstep: Class 19 contains 7855 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 167230 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6578 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5579 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 2756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945248.000000 Penalty: 99736.046875
Iteration 336Q: 30 clusters Score -1.429452e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 151041 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54689 members 
Mstep: Class 5 contains 8381 members 
Mstep: Class 6 contains 49558 members 
Mstep: Class 7 contains 11038 members 
Mstep: Class 8 contains 34755 members 
Mstep: Class 9 contains 41788 members 
Mstep: Class 10 contains 14030 members 
Mstep: Class 11 contains 36110 members 
Mstep: Class 12 contains 51054 members 
Mstep: Class 14 contains 84244 members 
Mstep: Class 15 contains 38559 members 
Mstep: Class 16 contains 68695 members 
Mstep: Class 17 contains 142404 members 
Mstep: Class 18 contains 30525 members 
Mstep: Class 19 contains 7856 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 167195 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6579 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5579 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 2757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945024.000000 Penalty: 99736.046875
Iteration 337Q: 30 clusters Score -1.42945e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 151041 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54678 members 
Mstep: Class 5 contains 8381 members 
Mstep: Class 6 contains 49565 members 
Mstep: Class 7 contains 11038 members 
Mstep: Class 8 contains 34757 members 
Mstep: Class 9 contains 41789 members 
Mstep: Class 10 contains 14033 members 
Mstep: Class 11 contains 36111 members 
Mstep: Class 12 contains 51063 members 
Mstep: Class 14 contains 84250 members 
Mstep: Class 15 contains 38548 members 
Mstep: Class 16 contains 68705 members 
Mstep: Class 17 contains 142452 members 
Mstep: Class 18 contains 30528 members 
Mstep: Class 19 contains 7856 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 167123 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18128 members 
Mstep: Class 25 contains 6580 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5579 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 2758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944800.000000 Penalty: 99736.046875
Iteration 338Q: 30 clusters Score -1.429448e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 151035 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54674 members 
Mstep: Class 5 contains 8381 members 
Mstep: Class 6 contains 49561 members 
Mstep: Class 7 contains 11040 members 
Mstep: Class 8 contains 34757 members 
Mstep: Class 9 contains 41787 members 
Mstep: Class 10 contains 14038 members 
Mstep: Class 11 contains 36113 members 
Mstep: Class 12 contains 51075 members 
Mstep: Class 14 contains 84265 members 
Mstep: Class 15 contains 38534 members 
Mstep: Class 16 contains 68716 members 
Mstep: Class 17 contains 142494 members 
Mstep: Class 18 contains 30527 members 
Mstep: Class 19 contains 7856 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 167064 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18126 members 
Mstep: Class 25 contains 6580 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5580 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 2760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944768.000000 Penalty: 99736.046875
Iteration 339Q: 30 clusters Score -1.429448e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 151043 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54662 members 
Mstep: Class 5 contains 8382 members 
Mstep: Class 6 contains 49562 members 
Mstep: Class 7 contains 11039 members 
Mstep: Class 8 contains 34758 members 
Mstep: Class 9 contains 41783 members 
Mstep: Class 10 contains 14034 members 
Mstep: Class 11 contains 36114 members 
Mstep: Class 12 contains 51099 members 
Mstep: Class 14 contains 84278 members 
Mstep: Class 15 contains 38523 members 
Mstep: Class 16 contains 68727 members 
Mstep: Class 17 contains 142533 members 
Mstep: Class 18 contains 30526 members 
Mstep: Class 19 contains 7856 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 167000 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18125 members 
Mstep: Class 25 contains 6580 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5580 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 2760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944672.000000 Penalty: 99736.046875
Iteration 340F: 30 clusters Score -1.429447e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 151045 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54654 members 
Mstep: Class 5 contains 8382 members 
Mstep: Class 6 contains 49573 members 
Mstep: Class 7 contains 11039 members 
Mstep: Class 8 contains 34761 members 
Mstep: Class 9 contains 41786 members 
Mstep: Class 10 contains 14036 members 
Mstep: Class 11 contains 36122 members 
Mstep: Class 12 contains 51114 members 
Mstep: Class 14 contains 84288 members 
Mstep: Class 15 contains 38512 members 
Mstep: Class 16 contains 68743 members 
Mstep: Class 17 contains 142554 members 
Mstep: Class 18 contains 30526 members 
Mstep: Class 19 contains 7856 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 166927 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18126 members 
Mstep: Class 25 contains 6580 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5579 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944736.000000 Penalty: 99736.046875
Iteration 341Q: 30 clusters Score -1.429447e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 151063 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54640 members 
Mstep: Class 5 contains 8382 members 
Mstep: Class 6 contains 49579 members 
Mstep: Class 7 contains 11040 members 
Mstep: Class 8 contains 34763 members 
Mstep: Class 9 contains 41790 members 
Mstep: Class 10 contains 14032 members 
Mstep: Class 11 contains 36127 members 
Mstep: Class 12 contains 51123 members 
Mstep: Class 14 contains 84302 members 
Mstep: Class 15 contains 38501 members 
Mstep: Class 16 contains 68752 members 
Mstep: Class 17 contains 142578 members 
Mstep: Class 18 contains 30524 members 
Mstep: Class 19 contains 7856 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 166869 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18125 members 
Mstep: Class 25 contains 6580 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5579 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1354 members 
Mstep: Class 30 contains 2760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944816.000000 Penalty: 99736.046875
Iteration 342Q: 30 clusters Score -1.429448e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 151060 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54632 members 
Mstep: Class 5 contains 8382 members 
Mstep: Class 6 contains 49583 members 
Mstep: Class 7 contains 11040 members 
Mstep: Class 8 contains 34764 members 
Mstep: Class 9 contains 41793 members 
Mstep: Class 10 contains 14031 members 
Mstep: Class 11 contains 36130 members 
Mstep: Class 12 contains 51123 members 
Mstep: Class 14 contains 84311 members 
Mstep: Class 15 contains 38487 members 
Mstep: Class 16 contains 68765 members 
Mstep: Class 17 contains 142617 members 
Mstep: Class 18 contains 30523 members 
Mstep: Class 19 contains 7856 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 166823 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18125 members 
Mstep: Class 25 contains 6580 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5579 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 2760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944848.000000 Penalty: 99736.046875
Iteration 343Q: 30 clusters Score -1.429448e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 151060 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54622 members 
Mstep: Class 5 contains 8382 members 
Mstep: Class 6 contains 49585 members 
Mstep: Class 7 contains 11040 members 
Mstep: Class 8 contains 34763 members 
Mstep: Class 9 contains 41798 members 
Mstep: Class 10 contains 14033 members 
Mstep: Class 11 contains 36135 members 
Mstep: Class 12 contains 51125 members 
Mstep: Class 14 contains 84310 members 
Mstep: Class 15 contains 38484 members 
Mstep: Class 16 contains 68766 members 
Mstep: Class 17 contains 142667 members 
Mstep: Class 18 contains 30526 members 
Mstep: Class 19 contains 7858 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 166766 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18124 members 
Mstep: Class 25 contains 6579 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5579 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944992.000000 Penalty: 99736.046875
Iteration 344Q: 30 clusters Score -1.42945e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 151069 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54614 members 
Mstep: Class 5 contains 8382 members 
Mstep: Class 6 contains 49580 members 
Mstep: Class 7 contains 11039 members 
Mstep: Class 8 contains 34762 members 
Mstep: Class 9 contains 41801 members 
Mstep: Class 10 contains 14034 members 
Mstep: Class 11 contains 36137 members 
Mstep: Class 12 contains 51127 members 
Mstep: Class 14 contains 84316 members 
Mstep: Class 15 contains 38484 members 
Mstep: Class 16 contains 68778 members 
Mstep: Class 17 contains 142701 members 
Mstep: Class 18 contains 30525 members 
Mstep: Class 19 contains 7860 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 166708 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18125 members 
Mstep: Class 25 contains 6578 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5579 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 2760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945008.000000 Penalty: 99736.046875
Iteration 345Q: 30 clusters Score -1.42945e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 151066 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54608 members 
Mstep: Class 5 contains 8382 members 
Mstep: Class 6 contains 49585 members 
Mstep: Class 7 contains 11038 members 
Mstep: Class 8 contains 34760 members 
Mstep: Class 9 contains 41805 members 
Mstep: Class 10 contains 14034 members 
Mstep: Class 11 contains 36140 members 
Mstep: Class 12 contains 51139 members 
Mstep: Class 14 contains 84319 members 
Mstep: Class 15 contains 38487 members 
Mstep: Class 16 contains 68786 members 
Mstep: Class 17 contains 142733 members 
Mstep: Class 18 contains 30526 members 
Mstep: Class 19 contains 7862 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 166646 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18126 members 
Mstep: Class 25 contains 6578 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5579 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 2761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945072.000000 Penalty: 99736.046875
Iteration 346Q: 30 clusters Score -1.429451e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 151083 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54598 members 
Mstep: Class 5 contains 8382 members 
Mstep: Class 6 contains 49589 members 
Mstep: Class 7 contains 11036 members 
Mstep: Class 8 contains 34760 members 
Mstep: Class 9 contains 41809 members 
Mstep: Class 10 contains 14031 members 
Mstep: Class 11 contains 36141 members 
Mstep: Class 12 contains 51153 members 
Mstep: Class 14 contains 84321 members 
Mstep: Class 15 contains 38487 members 
Mstep: Class 16 contains 68791 members 
Mstep: Class 17 contains 142752 members 
Mstep: Class 18 contains 30520 members 
Mstep: Class 19 contains 7864 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 166596 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18125 members 
Mstep: Class 25 contains 6579 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5579 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 2763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945120.000000 Penalty: 99736.046875
Iteration 347Q: 30 clusters Score -1.429451e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 151094 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54591 members 
Mstep: Class 5 contains 8383 members 
Mstep: Class 6 contains 49584 members 
Mstep: Class 7 contains 11035 members 
Mstep: Class 8 contains 34760 members 
Mstep: Class 9 contains 41811 members 
Mstep: Class 10 contains 14030 members 
Mstep: Class 11 contains 36139 members 
Mstep: Class 12 contains 51165 members 
Mstep: Class 14 contains 84324 members 
Mstep: Class 15 contains 38483 members 
Mstep: Class 16 contains 68796 members 
Mstep: Class 17 contains 142775 members 
Mstep: Class 18 contains 30516 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 166561 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18124 members 
Mstep: Class 25 contains 6579 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5579 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944944.000000 Penalty: 99736.046875
Iteration 348Q: 30 clusters Score -1.429449e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 151106 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54573 members 
Mstep: Class 5 contains 8383 members 
Mstep: Class 6 contains 49584 members 
Mstep: Class 7 contains 11035 members 
Mstep: Class 8 contains 34760 members 
Mstep: Class 9 contains 41814 members 
Mstep: Class 10 contains 14029 members 
Mstep: Class 11 contains 36143 members 
Mstep: Class 12 contains 51175 members 
Mstep: Class 14 contains 84336 members 
Mstep: Class 15 contains 38480 members 
Mstep: Class 16 contains 68806 members 
Mstep: Class 17 contains 142792 members 
Mstep: Class 18 contains 30516 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 166515 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18124 members 
Mstep: Class 25 contains 6579 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5579 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945024.000000 Penalty: 99736.046875
Iteration 349Q: 30 clusters Score -1.42945e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 151142 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54556 members 
Mstep: Class 5 contains 8384 members 
Mstep: Class 6 contains 49586 members 
Mstep: Class 7 contains 11035 members 
Mstep: Class 8 contains 34760 members 
Mstep: Class 9 contains 41818 members 
Mstep: Class 10 contains 14025 members 
Mstep: Class 11 contains 36150 members 
Mstep: Class 12 contains 51179 members 
Mstep: Class 14 contains 84342 members 
Mstep: Class 15 contains 38468 members 
Mstep: Class 16 contains 68818 members 
Mstep: Class 17 contains 142810 members 
Mstep: Class 18 contains 30517 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 166457 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18124 members 
Mstep: Class 25 contains 6579 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5579 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945248.000000 Penalty: 99736.046875
Iteration 350Q: 30 clusters Score -1.429452e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 151167 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54532 members 
Mstep: Class 5 contains 8384 members 
Mstep: Class 6 contains 49594 members 
Mstep: Class 7 contains 11037 members 
Mstep: Class 8 contains 34762 members 
Mstep: Class 9 contains 41825 members 
Mstep: Class 10 contains 14022 members 
Mstep: Class 11 contains 36154 members 
Mstep: Class 12 contains 51196 members 
Mstep: Class 14 contains 84346 members 
Mstep: Class 15 contains 38468 members 
Mstep: Class 16 contains 68833 members 
Mstep: Class 17 contains 142818 members 
Mstep: Class 18 contains 30517 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 166391 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18123 members 
Mstep: Class 25 contains 6579 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5579 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945120.000000 Penalty: 99736.046875
Iteration 351Q: 30 clusters Score -1.429451e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 151179 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54518 members 
Mstep: Class 5 contains 8383 members 
Mstep: Class 6 contains 49596 members 
Mstep: Class 7 contains 11039 members 
Mstep: Class 8 contains 34763 members 
Mstep: Class 9 contains 41828 members 
Mstep: Class 10 contains 14022 members 
Mstep: Class 11 contains 36156 members 
Mstep: Class 12 contains 51208 members 
Mstep: Class 14 contains 84342 members 
Mstep: Class 15 contains 38469 members 
Mstep: Class 16 contains 68849 members 
Mstep: Class 17 contains 142835 members 
Mstep: Class 18 contains 30517 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 166342 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18123 members 
Mstep: Class 25 contains 6579 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5579 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945168.000000 Penalty: 99736.046875
Iteration 352Q: 30 clusters Score -1.429452e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 151188 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54503 members 
Mstep: Class 5 contains 8381 members 
Mstep: Class 6 contains 49592 members 
Mstep: Class 7 contains 11041 members 
Mstep: Class 8 contains 34764 members 
Mstep: Class 9 contains 41834 members 
Mstep: Class 10 contains 14021 members 
Mstep: Class 11 contains 36156 members 
Mstep: Class 12 contains 51218 members 
Mstep: Class 14 contains 84346 members 
Mstep: Class 15 contains 38476 members 
Mstep: Class 16 contains 68864 members 
Mstep: Class 17 contains 142838 members 
Mstep: Class 18 contains 30520 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 166302 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18124 members 
Mstep: Class 25 contains 6579 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5580 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945120.000000 Penalty: 99736.046875
Iteration 353Q: 30 clusters Score -1.429451e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 151184 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54491 members 
Mstep: Class 5 contains 8381 members 
Mstep: Class 6 contains 49594 members 
Mstep: Class 7 contains 11046 members 
Mstep: Class 8 contains 34765 members 
Mstep: Class 9 contains 41841 members 
Mstep: Class 10 contains 14022 members 
Mstep: Class 11 contains 36158 members 
Mstep: Class 12 contains 51226 members 
Mstep: Class 14 contains 84352 members 
Mstep: Class 15 contains 38476 members 
Mstep: Class 16 contains 68870 members 
Mstep: Class 17 contains 142853 members 
Mstep: Class 18 contains 30519 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 166265 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18124 members 
Mstep: Class 25 contains 6579 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5581 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945216.000000 Penalty: 99736.046875
Iteration 354Q: 30 clusters Score -1.429452e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 151206 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54480 members 
Mstep: Class 5 contains 8380 members 
Mstep: Class 6 contains 49593 members 
Mstep: Class 7 contains 11046 members 
Mstep: Class 8 contains 34765 members 
Mstep: Class 9 contains 41851 members 
Mstep: Class 10 contains 14019 members 
Mstep: Class 11 contains 36155 members 
Mstep: Class 12 contains 51234 members 
Mstep: Class 14 contains 84361 members 
Mstep: Class 15 contains 38467 members 
Mstep: Class 16 contains 68881 members 
Mstep: Class 17 contains 142865 members 
Mstep: Class 18 contains 30517 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 166222 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18124 members 
Mstep: Class 25 contains 6578 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5582 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945232.000000 Penalty: 99736.046875
Iteration 355Q: 30 clusters Score -1.429452e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 151238 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54465 members 
Mstep: Class 5 contains 8381 members 
Mstep: Class 6 contains 49590 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 34768 members 
Mstep: Class 9 contains 41857 members 
Mstep: Class 10 contains 14019 members 
Mstep: Class 11 contains 36154 members 
Mstep: Class 12 contains 51240 members 
Mstep: Class 14 contains 84365 members 
Mstep: Class 15 contains 38460 members 
Mstep: Class 16 contains 68892 members 
Mstep: Class 17 contains 142866 members 
Mstep: Class 18 contains 30517 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 166180 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18124 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945232.000000 Penalty: 99736.046875
Iteration 356Q: 30 clusters Score -1.429452e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 151263 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54452 members 
Mstep: Class 5 contains 8382 members 
Mstep: Class 6 contains 49588 members 
Mstep: Class 7 contains 11049 members 
Mstep: Class 8 contains 34768 members 
Mstep: Class 9 contains 41859 members 
Mstep: Class 10 contains 14020 members 
Mstep: Class 11 contains 36146 members 
Mstep: Class 12 contains 51244 members 
Mstep: Class 14 contains 84375 members 
Mstep: Class 15 contains 38455 members 
Mstep: Class 16 contains 68901 members 
Mstep: Class 17 contains 142881 members 
Mstep: Class 18 contains 30516 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 166140 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18125 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945216.000000 Penalty: 99736.046875
Iteration 357Q: 30 clusters Score -1.429452e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 151300 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54450 members 
Mstep: Class 5 contains 8382 members 
Mstep: Class 6 contains 49587 members 
Mstep: Class 7 contains 11050 members 
Mstep: Class 8 contains 34767 members 
Mstep: Class 9 contains 41863 members 
Mstep: Class 10 contains 14022 members 
Mstep: Class 11 contains 36140 members 
Mstep: Class 12 contains 51250 members 
Mstep: Class 14 contains 84375 members 
Mstep: Class 15 contains 38450 members 
Mstep: Class 16 contains 68915 members 
Mstep: Class 17 contains 142873 members 
Mstep: Class 18 contains 30515 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 166098 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18126 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945232.000000 Penalty: 99736.046875
Iteration 358Q: 30 clusters Score -1.429452e+08 nChanged 274
Entering ConstructFrom: 
Score: -142945232.000000 Penalty: 99736.046875
Entering ConstructFrom: 
Trying to split cluster 1 (8615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Entering Unmasked Estep 
Score: -1173027.000000 Penalty: 2247.192627
	Iteration 0F: 2 clusters Score -1173027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1166259.500000 Penalty: 4494.385254
	Iteration 0F: 3 clusters Score -1166260 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1168526.250000 Penalty: 4494.385254
	Iteration 1F: 3 clusters Score -1168526 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1169201.250000 Penalty: 4494.385254
	Iteration 2F: 3 clusters Score -1169201 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1169681.625000 Penalty: 4494.385254
	Iteration 3F: 3 clusters Score -1169682 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1170037.500000 Penalty: 4494.385254
	Iteration 4F: 3 clusters Score -1170038 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1170338.500000 Penalty: 4494.385254
	Iteration 5F: 3 clusters Score -1170338 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1170578.875000 Penalty: 4494.385254
	Iteration 6Q: 3 clusters Score -1170579 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1170825.000000 Penalty: 4494.385254
	Iteration 7Q: 3 clusters Score -1170825 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1171100.250000 Penalty: 4494.385254
	Iteration 8Q: 3 clusters Score -1171100 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1171393.875000 Penalty: 4494.385254
	Iteration 9Q: 3 clusters Score -1171394 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1171679.500000 Penalty: 4494.385254
	Iteration 10Q: 3 clusters Score -1171680 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1171982.125000 Penalty: 4494.385254
	Iteration 11Q: 3 clusters Score -1171982 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1172295.500000 Penalty: 4494.385254
	Iteration 12Q: 3 clusters Score -1172296 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1172594.625000 Penalty: 4494.385254
	Iteration 13Q: 3 clusters Score -1172595 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1172837.500000 Penalty: 4494.385254
	Iteration 14Q: 3 clusters Score -1172838 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1172997.875000 Penalty: 4494.385254
	Iteration 15Q: 3 clusters Score -1172998 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1173063.125000 Penalty: 4494.385254
	Iteration 16Q: 3 clusters Score -1173063 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1173095.125000 Penalty: 4494.385254
	Iteration 17Q: 3 clusters Score -1173095 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1173115.500000 Penalty: 4494.385254
	Iteration 18Q: 3 clusters Score -1173116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1173129.375000 Penalty: 4494.385254
	Iteration 19Q: 3 clusters Score -1173129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1173137.375000 Penalty: 4494.385254
	Iteration 20F: 3 clusters Score -1173137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1173147.000000 Penalty: 4494.385254
	Iteration 21Q: 3 clusters Score -1173147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1173151.750000 Penalty: 4494.385254
	Iteration 22Q: 3 clusters Score -1173152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1173152.375000 Penalty: 4494.385254
	Iteration 23Q: 3 clusters Score -1173152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1173157.625000 Penalty: 4494.385254
	Iteration 24Q: 3 clusters Score -1173158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1173157.500000 Penalty: 4494.385254
	Iteration 25Q: 3 clusters Score -1173158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1173160.250000 Penalty: 4494.385254
	Iteration 26Q: 3 clusters Score -1173160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1173159.000000 Penalty: 4494.385254
	Iteration 27Q: 3 clusters Score -1173159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1173159.000000 Penalty: 4494.385254
	Iteration 28F: 3 clusters Score -1173159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 151341 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54447 members 
Mstep: Class 5 contains 8381 members 
Mstep: Class 6 contains 49582 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 34766 members 
Mstep: Class 9 contains 41860 members 
Mstep: Class 10 contains 14018 members 
Mstep: Class 11 contains 36136 members 
Mstep: Class 12 contains 51252 members 
Mstep: Class 13 contains 6018 members 
Mstep: Class 14 contains 84379 members 
Mstep: Class 15 contains 38453 members 
Mstep: Class 16 contains 68917 members 
Mstep: Class 17 contains 142889 members 
Mstep: Class 18 contains 30512 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 166055 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18123 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5589 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
Score: -142944160.000000 Penalty: 103175.226562
Splitting cluster 1 changes total score from -142945232.000000 to -142944160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (151341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151341 members 
Entering Unmasked Estep 
Score: -21006052.000000 Penalty: 2957.968262
	Iteration 0F: 2 clusters Score -2.100605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75810 members 
Mstep: Class 2 contains 75531 members 
Entering Unmasked Estep 
Score: -20907448.000000 Penalty: 5915.936523
	Iteration 0F: 3 clusters Score -2.090745e+07 nChanged 72022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77764 members 
Mstep: Class 2 contains 73577 members 
Entering Unmasked Estep 
Score: -20949076.000000 Penalty: 5915.936523
	Iteration 1F: 3 clusters Score -2.094908e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78837 members 
Mstep: Class 2 contains 72504 members 
Entering Unmasked Estep 
Score: -20950288.000000 Penalty: 5915.936523
	Iteration 2Q: 3 clusters Score -2.095029e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80457 members 
Mstep: Class 2 contains 70884 members 
Entering Unmasked Estep 
Score: -20951806.000000 Penalty: 5915.936523
	Iteration 3Q: 3 clusters Score -2.095181e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82851 members 
Mstep: Class 2 contains 68490 members 
Entering Unmasked Estep 
Score: -20953858.000000 Penalty: 5915.936523
	Iteration 4Q: 3 clusters Score -2.095386e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86171 members 
Mstep: Class 2 contains 65170 members 
Entering Unmasked Estep 
Score: -20956898.000000 Penalty: 5915.936523
	Iteration 5Q: 3 clusters Score -2.09569e+07 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90519 members 
Mstep: Class 2 contains 60822 members 
Entering Unmasked Estep 
Score: -20961404.000000 Penalty: 5915.936523
	Iteration 6F: 3 clusters Score -2.09614e+07 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95561 members 
Mstep: Class 2 contains 55780 members 
Entering Unmasked Estep 
Score: -20967074.000000 Penalty: 5915.936523
	Iteration 7F: 3 clusters Score -2.096707e+07 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100778 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -20973400.000000 Penalty: 5915.936523
	Iteration 8F: 3 clusters Score -2.09734e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105462 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -20979526.000000 Penalty: 5915.936523
	Iteration 9F: 3 clusters Score -2.097953e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109181 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -20984466.000000 Penalty: 5915.936523
	Iteration 10F: 3 clusters Score -2.098447e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112022 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -20987382.000000 Penalty: 5915.936523
	Iteration 11Q: 3 clusters Score -2.098738e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114434 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -20989234.000000 Penalty: 5915.936523
	Iteration 12Q: 3 clusters Score -2.098923e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116651 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -20990394.000000 Penalty: 5915.936523
	Iteration 13Q: 3 clusters Score -2.099039e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118779 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -20991266.000000 Penalty: 5915.936523
	Iteration 14Q: 3 clusters Score -2.099127e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120892 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -20991938.000000 Penalty: 5915.936523
	Iteration 15Q: 3 clusters Score -2.099194e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122941 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -20992656.000000 Penalty: 5915.936523
	Iteration 16Q: 3 clusters Score -2.099266e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124985 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -20993288.000000 Penalty: 5915.936523
	Iteration 17Q: 3 clusters Score -2.099329e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127068 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -20994084.000000 Penalty: 5915.936523
	Iteration 18Q: 3 clusters Score -2.099408e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129083 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -20994818.000000 Penalty: 5915.936523
	Iteration 19Q: 3 clusters Score -2.099482e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131087 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -20995630.000000 Penalty: 5915.936523
	Iteration 20F: 3 clusters Score -2.099563e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133031 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -20996282.000000 Penalty: 5915.936523
	Iteration 21Q: 3 clusters Score -2.099628e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134887 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -20997032.000000 Penalty: 5915.936523
	Iteration 22Q: 3 clusters Score -2.099703e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136693 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -20997786.000000 Penalty: 5915.936523
	Iteration 23Q: 3 clusters Score -2.099779e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138390 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -20998510.000000 Penalty: 5915.936523
	Iteration 24Q: 3 clusters Score -2.099851e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139931 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -20999204.000000 Penalty: 5915.936523
	Iteration 25Q: 3 clusters Score -2.09992e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141308 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -20999736.000000 Penalty: 5915.936523
	Iteration 26Q: 3 clusters Score -2.099974e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142573 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -21000358.000000 Penalty: 5915.936523
	Iteration 27Q: 3 clusters Score -2.100036e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143696 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -21000818.000000 Penalty: 5915.936523
	Iteration 28Q: 3 clusters Score -2.100082e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144653 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -21001280.000000 Penalty: 5915.936523
	Iteration 29Q: 3 clusters Score -2.100128e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145496 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -21001614.000000 Penalty: 5915.936523
	Iteration 30Q: 3 clusters Score -2.100161e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146167 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -21001992.000000 Penalty: 5915.936523
	Iteration 31Q: 3 clusters Score -2.100199e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146767 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -21002324.000000 Penalty: 5915.936523
	Iteration 32Q: 3 clusters Score -2.100232e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147264 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -21002512.000000 Penalty: 5915.936523
	Iteration 33Q: 3 clusters Score -2.100251e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147696 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -21002748.000000 Penalty: 5915.936523
	Iteration 34Q: 3 clusters Score -2.100275e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148074 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -21002872.000000 Penalty: 5915.936523
	Iteration 35Q: 3 clusters Score -2.100287e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148383 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -21002950.000000 Penalty: 5915.936523
	Iteration 36Q: 3 clusters Score -2.100295e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148654 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -21003070.000000 Penalty: 5915.936523
	Iteration 37Q: 3 clusters Score -2.100307e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148871 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -21003132.000000 Penalty: 5915.936523
	Iteration 38Q: 3 clusters Score -2.100313e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149040 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -21003212.000000 Penalty: 5915.936523
	Iteration 39Q: 3 clusters Score -2.100321e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149169 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -21003272.000000 Penalty: 5915.936523
	Iteration 40F: 3 clusters Score -2.100327e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149276 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -21003350.000000 Penalty: 5915.936523
	Iteration 41Q: 3 clusters Score -2.100335e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149371 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -21003350.000000 Penalty: 5915.936523
	Iteration 42Q: 3 clusters Score -2.100335e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149443 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -21003384.000000 Penalty: 5915.936523
	Iteration 43Q: 3 clusters Score -2.100338e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149512 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -21003400.000000 Penalty: 5915.936523
	Iteration 44Q: 3 clusters Score -2.10034e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149574 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -21003408.000000 Penalty: 5915.936523
	Iteration 45Q: 3 clusters Score -2.100341e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149636 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -21003420.000000 Penalty: 5915.936523
	Iteration 46Q: 3 clusters Score -2.100342e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149696 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -21003448.000000 Penalty: 5915.936523
	Iteration 47Q: 3 clusters Score -2.100345e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149763 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -21003456.000000 Penalty: 5915.936523
	Iteration 48Q: 3 clusters Score -2.100346e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149811 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -21003468.000000 Penalty: 5915.936523
	Iteration 49Q: 3 clusters Score -2.100347e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149855 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -21003514.000000 Penalty: 5915.936523
	Iteration 50Q: 3 clusters Score -2.100351e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149895 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -21003536.000000 Penalty: 5915.936523
	Iteration 51Q: 3 clusters Score -2.100354e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149918 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -21003554.000000 Penalty: 5915.936523
	Iteration 52Q: 3 clusters Score -2.100355e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149940 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -21003556.000000 Penalty: 5915.936523
	Iteration 53Q: 3 clusters Score -2.100356e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149954 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -21003580.000000 Penalty: 5915.936523
	Iteration 54Q: 3 clusters Score -2.100358e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149965 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -21003594.000000 Penalty: 5915.936523
	Iteration 55Q: 3 clusters Score -2.100359e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149976 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -21003584.000000 Penalty: 5915.936523
	Iteration 56Q: 3 clusters Score -2.100358e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149987 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -21003580.000000 Penalty: 5915.936523
	Iteration 57Q: 3 clusters Score -2.100358e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149999 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -21003586.000000 Penalty: 5915.936523
	Iteration 58Q: 3 clusters Score -2.100359e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150009 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -21003594.000000 Penalty: 5915.936523
	Iteration 59Q: 3 clusters Score -2.100359e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150016 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -21003602.000000 Penalty: 5915.936523
	Iteration 60F: 3 clusters Score -2.10036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150022 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -21003608.000000 Penalty: 5915.936523
	Iteration 61Q: 3 clusters Score -2.100361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150025 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -21003610.000000 Penalty: 5915.936523
	Iteration 62Q: 3 clusters Score -2.100361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150029 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -21003628.000000 Penalty: 5915.936523
	Iteration 63Q: 3 clusters Score -2.100363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150031 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -21003626.000000 Penalty: 5915.936523
	Iteration 64Q: 3 clusters Score -2.100363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150035 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -21003640.000000 Penalty: 5915.936523
	Iteration 65Q: 3 clusters Score -2.100364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150038 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -21003626.000000 Penalty: 5915.936523
	Iteration 66Q: 3 clusters Score -2.100363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150041 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -21003628.000000 Penalty: 5915.936523
	Iteration 67Q: 3 clusters Score -2.100363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150046 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -21003618.000000 Penalty: 5915.936523
	Iteration 68Q: 3 clusters Score -2.100362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150052 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -21003636.000000 Penalty: 5915.936523
	Iteration 69Q: 3 clusters Score -2.100364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150054 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -21003634.000000 Penalty: 5915.936523
	Iteration 70Q: 3 clusters Score -2.100363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150062 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -21003644.000000 Penalty: 5915.936523
	Iteration 71Q: 3 clusters Score -2.100364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150067 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -21003630.000000 Penalty: 5915.936523
	Iteration 72Q: 3 clusters Score -2.100363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150070 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -21003634.000000 Penalty: 5915.936523
	Iteration 73Q: 3 clusters Score -2.100363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150074 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -21003632.000000 Penalty: 5915.936523
	Iteration 74Q: 3 clusters Score -2.100363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150083 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -21003634.000000 Penalty: 5915.936523
	Iteration 75Q: 3 clusters Score -2.100363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150088 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -21003648.000000 Penalty: 5915.936523
	Iteration 76Q: 3 clusters Score -2.100365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150094 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -21003658.000000 Penalty: 5915.936523
	Iteration 77Q: 3 clusters Score -2.100366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150098 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -21003646.000000 Penalty: 5915.936523
	Iteration 78Q: 3 clusters Score -2.100365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150102 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -21003634.000000 Penalty: 5915.936523
	Iteration 79Q: 3 clusters Score -2.100363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150104 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -21003644.000000 Penalty: 5915.936523
	Iteration 80F: 3 clusters Score -2.100364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150106 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -21003644.000000 Penalty: 5915.936523
	Iteration 81Q: 3 clusters Score -2.100364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150106 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -21003644.000000 Penalty: 5915.936523
	Iteration 82Q: 3 clusters Score -2.100364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150107 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -21003638.000000 Penalty: 5915.936523
	Iteration 83Q: 3 clusters Score -2.100364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150110 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -21003634.000000 Penalty: 5915.936523
	Iteration 84Q: 3 clusters Score -2.100363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150112 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -21003646.000000 Penalty: 5915.936523
	Iteration 85Q: 3 clusters Score -2.100365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150116 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -21003642.000000 Penalty: 5915.936523
	Iteration 86Q: 3 clusters Score -2.100364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150118 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -21003644.000000 Penalty: 5915.936523
	Iteration 87Q: 3 clusters Score -2.100364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150120 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -21003652.000000 Penalty: 5915.936523
	Iteration 88Q: 3 clusters Score -2.100365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150121 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -21003652.000000 Penalty: 5915.936523
	Iteration 89Q: 3 clusters Score -2.100365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150124 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -21003660.000000 Penalty: 5915.936523
	Iteration 90Q: 3 clusters Score -2.100366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150126 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -21003664.000000 Penalty: 5915.936523
	Iteration 91Q: 3 clusters Score -2.100366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150129 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -21003658.000000 Penalty: 5915.936523
	Iteration 92Q: 3 clusters Score -2.100366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150131 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -21003660.000000 Penalty: 5915.936523
	Iteration 93Q: 3 clusters Score -2.100366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150133 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -21003666.000000 Penalty: 5915.936523
	Iteration 94Q: 3 clusters Score -2.100367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150135 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -21003670.000000 Penalty: 5915.936523
	Iteration 95Q: 3 clusters Score -2.100367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150133 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -21003660.000000 Penalty: 5915.936523
	Iteration 96Q: 3 clusters Score -2.100366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150135 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -21003656.000000 Penalty: 5915.936523
	Iteration 97Q: 3 clusters Score -2.100366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150135 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -21003656.000000 Penalty: 5915.936523
	Iteration 98F: 3 clusters Score -2.100366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -123549.171875 Penalty: 1703.257568
	Iteration 0F: 2 clusters Score -123549.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -121716.015625 Penalty: 3406.515137
	Iteration 0F: 3 clusters Score -121716 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -122406.304688 Penalty: 3406.515137
	Iteration 1F: 3 clusters Score -122406.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -123013.109375 Penalty: 3406.515137
	Iteration 2F: 3 clusters Score -123013.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -123304.648438 Penalty: 3406.515137
	Iteration 3F: 3 clusters Score -123304.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -123414.164062 Penalty: 3406.515137
	Iteration 4Q: 3 clusters Score -123414.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -123507.070312 Penalty: 3406.515137
	Iteration 5Q: 3 clusters Score -123507.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -123567.765625 Penalty: 3406.515137
	Iteration 6Q: 3 clusters Score -123567.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -123620.203125 Penalty: 3406.515137
	Iteration 7Q: 3 clusters Score -123620.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -123666.218750 Penalty: 3406.515137
	Iteration 8Q: 3 clusters Score -123666.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -123688.179688 Penalty: 3406.515137
	Iteration 9Q: 3 clusters Score -123688.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -123696.460938 Penalty: 3406.515137
	Iteration 10Q: 3 clusters Score -123696.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -123712.859375 Penalty: 3406.515137
	Iteration 11Q: 3 clusters Score -123712.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -123731.203125 Penalty: 3406.515137
	Iteration 12Q: 3 clusters Score -123731.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -123751.304688 Penalty: 3406.515137
	Iteration 13Q: 3 clusters Score -123751.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -123774.515625 Penalty: 3406.515137
	Iteration 14Q: 3 clusters Score -123774.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -123785.640625 Penalty: 3406.515137
	Iteration 15Q: 3 clusters Score -123785.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -123792.609375 Penalty: 3406.515137
	Iteration 16Q: 3 clusters Score -123792.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -123795.671875 Penalty: 3406.515137
	Iteration 17Q: 3 clusters Score -123795.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -123801.765625 Penalty: 3406.515137
	Iteration 18Q: 3 clusters Score -123801.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -123806.273438 Penalty: 3406.515137
	Iteration 19Q: 3 clusters Score -123806.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -123809.304688 Penalty: 3406.515137
	Iteration 20F: 3 clusters Score -123809.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -123811.195312 Penalty: 3406.515137
	Iteration 21Q: 3 clusters Score -123811.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -123815.226562 Penalty: 3406.515137
	Iteration 22Q: 3 clusters Score -123815.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -123817.101562 Penalty: 3406.515137
	Iteration 23Q: 3 clusters Score -123817.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -123817.101562 Penalty: 3406.515137
	Iteration 24F: 3 clusters Score -123817.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 151341 members 
Mstep: Class 3 contains 366 members 
Mstep: Class 4 contains 54447 members 
Mstep: Class 5 contains 8381 members 
Mstep: Class 6 contains 49582 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 34766 members 
Mstep: Class 9 contains 41860 members 
Mstep: Class 10 contains 14018 members 
Mstep: Class 11 contains 36136 members 
Mstep: Class 12 contains 51252 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 84379 members 
Mstep: Class 15 contains 38453 members 
Mstep: Class 16 contains 68917 members 
Mstep: Class 17 contains 142889 members 
Mstep: Class 18 contains 30512 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 166055 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18123 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5589 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
Score: -142943728.000000 Penalty: 103175.226562
Splitting cluster 3 changes total score from -142945232.000000 to -142943728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (54447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Entering Unmasked Estep 
Score: -7658648.500000 Penalty: 2704.435791
	Iteration 0F: 2 clusters Score -7658648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -7621910.000000 Penalty: 5408.871582
	Iteration 0F: 3 clusters Score -7621910 nChanged 25378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -7636110.000000 Penalty: 5408.871582
	Iteration 1F: 3 clusters Score -7636110 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -7636843.500000 Penalty: 5408.871582
	Iteration 2Q: 3 clusters Score -7636844 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -7637676.500000 Penalty: 5408.871582
	Iteration 3Q: 3 clusters Score -7637676 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -7638581.000000 Penalty: 5408.871582
	Iteration 4Q: 3 clusters Score -7638581 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -7639949.000000 Penalty: 5408.871582
	Iteration 5F: 3 clusters Score -7639949 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -7641988.500000 Penalty: 5408.871582
	Iteration 6F: 3 clusters Score -7641988 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -7644802.000000 Penalty: 5408.871582
	Iteration 7F: 3 clusters Score -7644802 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -7648363.000000 Penalty: 5408.871582
	Iteration 8F: 3 clusters Score -7648363 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 49161 members 
Entering Unmasked Estep 
Score: -7651684.500000 Penalty: 5408.871582
	Iteration 9F: 3 clusters Score -7651684 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -7653981.000000 Penalty: 5408.871582
	Iteration 10Q: 3 clusters Score -7653981 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 52913 members 
Entering Unmasked Estep 
Score: -7655127.500000 Penalty: 5408.871582
	Iteration 11Q: 3 clusters Score -7655128 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 53561 members 
Entering Unmasked Estep 
Score: -7655667.000000 Penalty: 5408.871582
	Iteration 12Q: 3 clusters Score -7655667 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -7655948.500000 Penalty: 5408.871582
	Iteration 13Q: 3 clusters Score -7655948 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 53956 members 
Entering Unmasked Estep 
Score: -7656100.500000 Penalty: 5408.871582
	Iteration 14Q: 3 clusters Score -7656100 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 54031 members 
Entering Unmasked Estep 
Score: -7656225.500000 Penalty: 5408.871582
	Iteration 15Q: 3 clusters Score -7656226 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -7656309.000000 Penalty: 5408.871582
	Iteration 16Q: 3 clusters Score -7656309 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -7656351.000000 Penalty: 5408.871582
	Iteration 17Q: 3 clusters Score -7656351 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 54097 members 
Entering Unmasked Estep 
Score: -7656373.000000 Penalty: 5408.871582
	Iteration 18Q: 3 clusters Score -7656373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 54097 members 
Entering Unmasked Estep 
Score: -7656379.000000 Penalty: 5408.871582
	Iteration 19Q: 3 clusters Score -7656379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 54102 members 
Entering Unmasked Estep 
Score: -7656393.500000 Penalty: 5408.871582
	Iteration 20F: 3 clusters Score -7656394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 54103 members 
Entering Unmasked Estep 
Score: -7656416.500000 Penalty: 5408.871582
	Iteration 21Q: 3 clusters Score -7656416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 54101 members 
Entering Unmasked Estep 
Score: -7656419.500000 Penalty: 5408.871582
	Iteration 22Q: 3 clusters Score -7656420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -7656427.500000 Penalty: 5408.871582
	Iteration 23Q: 3 clusters Score -7656428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -7656451.500000 Penalty: 5408.871582
	Iteration 24Q: 3 clusters Score -7656452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 54110 members 
Entering Unmasked Estep 
Score: -7656465.000000 Penalty: 5408.871582
	Iteration 25Q: 3 clusters Score -7656465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 54110 members 
Entering Unmasked Estep 
Score: -7656478.000000 Penalty: 5408.871582
	Iteration 26Q: 3 clusters Score -7656478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 54111 members 
Entering Unmasked Estep 
Score: -7656476.000000 Penalty: 5408.871582
	Iteration 27Q: 3 clusters Score -7656476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 54114 members 
Entering Unmasked Estep 
Score: -7656482.500000 Penalty: 5408.871582
	Iteration 28Q: 3 clusters Score -7656482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 54112 members 
Entering Unmasked Estep 
Score: -7656493.500000 Penalty: 5408.871582
	Iteration 29Q: 3 clusters Score -7656494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
Score: -7656506.500000 Penalty: 5408.871582
	Iteration 30Q: 3 clusters Score -7656506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 54118 members 
Entering Unmasked Estep 
Score: -7656522.000000 Penalty: 5408.871582
	Iteration 31Q: 3 clusters Score -7656522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 54113 members 
Entering Unmasked Estep 
Score: -7656528.500000 Penalty: 5408.871582
	Iteration 32Q: 3 clusters Score -7656528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 54115 members 
Entering Unmasked Estep 
Score: -7656532.500000 Penalty: 5408.871582
	Iteration 33Q: 3 clusters Score -7656532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -7656531.500000 Penalty: 5408.871582
	Iteration 34Q: 3 clusters Score -7656532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -7656537.000000 Penalty: 5408.871582
	Iteration 35Q: 3 clusters Score -7656537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -7656553.000000 Penalty: 5408.871582
	Iteration 36Q: 3 clusters Score -7656553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -7656546.500000 Penalty: 5408.871582
	Iteration 37Q: 3 clusters Score -7656546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -7656548.000000 Penalty: 5408.871582
	Iteration 38F: 3 clusters Score -7656548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -7656555.500000 Penalty: 5408.871582
	Iteration 39Q: 3 clusters Score -7656556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 54114 members 
Entering Unmasked Estep 
Score: -7656556.500000 Penalty: 5408.871582
	Iteration 40F: 3 clusters Score -7656556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -7656583.000000 Penalty: 5408.871582
	Iteration 41Q: 3 clusters Score -7656583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 54101 members 
Entering Unmasked Estep 
Score: -7656604.000000 Penalty: 5408.871582
	Iteration 42Q: 3 clusters Score -7656604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 54095 members 
Entering Unmasked Estep 
Score: -7656617.000000 Penalty: 5408.871582
	Iteration 43Q: 3 clusters Score -7656617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 54098 members 
Entering Unmasked Estep 
Score: -7656637.000000 Penalty: 5408.871582
	Iteration 44Q: 3 clusters Score -7656637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -7656660.000000 Penalty: 5408.871582
	Iteration 45Q: 3 clusters Score -7656660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
Score: -7656673.000000 Penalty: 5408.871582
	Iteration 46Q: 3 clusters Score -7656673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
Score: -7656693.000000 Penalty: 5408.871582
	Iteration 47Q: 3 clusters Score -7656693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
Score: -7656722.500000 Penalty: 5408.871582
	Iteration 48Q: 3 clusters Score -7656722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
Score: -7656735.000000 Penalty: 5408.871582
	Iteration 49Q: 3 clusters Score -7656735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 54084 members 
Entering Unmasked Estep 
Score: -7656763.000000 Penalty: 5408.871582
	Iteration 50Q: 3 clusters Score -7656763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 54079 members 
Entering Unmasked Estep 
Score: -7656784.000000 Penalty: 5408.871582
	Iteration 51Q: 3 clusters Score -7656784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 54073 members 
Entering Unmasked Estep 
Score: -7656798.500000 Penalty: 5408.871582
	Iteration 52Q: 3 clusters Score -7656798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -7656815.000000 Penalty: 5408.871582
	Iteration 53Q: 3 clusters Score -7656815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -7656821.000000 Penalty: 5408.871582
	Iteration 54Q: 3 clusters Score -7656821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -7656828.500000 Penalty: 5408.871582
	Iteration 55Q: 3 clusters Score -7656828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -7656835.000000 Penalty: 5408.871582
	Iteration 56Q: 3 clusters Score -7656835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -7656845.500000 Penalty: 5408.871582
	Iteration 57Q: 3 clusters Score -7656846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -7656860.000000 Penalty: 5408.871582
	Iteration 58Q: 3 clusters Score -7656860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -7656869.000000 Penalty: 5408.871582
	Iteration 59Q: 3 clusters Score -7656869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -7656889.500000 Penalty: 5408.871582
	Iteration 60F: 3 clusters Score -7656890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -7656904.000000 Penalty: 5408.871582
	Iteration 61Q: 3 clusters Score -7656904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -7656908.000000 Penalty: 5408.871582
	Iteration 62Q: 3 clusters Score -7656908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -7656914.500000 Penalty: 5408.871582
	Iteration 63Q: 3 clusters Score -7656914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 54053 members 
Entering Unmasked Estep 
Score: -7656920.500000 Penalty: 5408.871582
	Iteration 64Q: 3 clusters Score -7656920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 54053 members 
Entering Unmasked Estep 
Score: -7656940.000000 Penalty: 5408.871582
	Iteration 65Q: 3 clusters Score -7656940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 54053 members 
Entering Unmasked Estep 
Score: -7656948.000000 Penalty: 5408.871582
	Iteration 66Q: 3 clusters Score -7656948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 54054 members 
Entering Unmasked Estep 
Score: -7656957.000000 Penalty: 5408.871582
	Iteration 67Q: 3 clusters Score -7656957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 54052 members 
Entering Unmasked Estep 
Score: -7656951.500000 Penalty: 5408.871582
	Iteration 68Q: 3 clusters Score -7656952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 54052 members 
Entering Unmasked Estep 
Score: -7656952.000000 Penalty: 5408.871582
	Iteration 69Q: 3 clusters Score -7656952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 54052 members 
Entering Unmasked Estep 
Score: -7656954.500000 Penalty: 5408.871582
	Iteration 70Q: 3 clusters Score -7656954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -7656958.500000 Penalty: 5408.871582
	Iteration 71Q: 3 clusters Score -7656958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -7656958.500000 Penalty: 5408.871582
	Iteration 72F: 3 clusters Score -7656958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Entering Unmasked Estep 
Score: -1052378.125000 Penalty: 2240.363281
	Iteration 0F: 2 clusters Score -1052378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1045772.125000 Penalty: 4480.726562
	Iteration 0F: 3 clusters Score -1045772 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1048262.375000 Penalty: 4480.726562
	Iteration 1F: 3 clusters Score -1048262 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1049005.125000 Penalty: 4480.726562
	Iteration 2F: 3 clusters Score -1049005 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1049692.125000 Penalty: 4480.726562
	Iteration 3F: 3 clusters Score -1049692 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1050263.625000 Penalty: 4480.726562
	Iteration 4F: 3 clusters Score -1050264 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1050748.000000 Penalty: 4480.726562
	Iteration 5F: 3 clusters Score -1050748 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1051047.625000 Penalty: 4480.726562
	Iteration 6F: 3 clusters Score -1051048 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1051223.125000 Penalty: 4480.726562
	Iteration 7Q: 3 clusters Score -1051223 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1051323.750000 Penalty: 4480.726562
	Iteration 8Q: 3 clusters Score -1051324 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1051372.875000 Penalty: 4480.726562
	Iteration 9Q: 3 clusters Score -1051373 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1051395.375000 Penalty: 4480.726562
	Iteration 10Q: 3 clusters Score -1051395 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1051411.375000 Penalty: 4480.726562
	Iteration 11Q: 3 clusters Score -1051411 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1051422.125000 Penalty: 4480.726562
	Iteration 12Q: 3 clusters Score -1051422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1051429.000000 Penalty: 4480.726562
	Iteration 13Q: 3 clusters Score -1051429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1051435.750000 Penalty: 4480.726562
	Iteration 14Q: 3 clusters Score -1051436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1051441.875000 Penalty: 4480.726562
	Iteration 15Q: 3 clusters Score -1051442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1051444.875000 Penalty: 4480.726562
	Iteration 16Q: 3 clusters Score -1051445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1051448.750000 Penalty: 4480.726562
	Iteration 17Q: 3 clusters Score -1051449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1051449.000000 Penalty: 4480.726562
	Iteration 18Q: 3 clusters Score -1051449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1051449.250000 Penalty: 4480.726562
	Iteration 19Q: 3 clusters Score -1051449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1051449.250000 Penalty: 4480.726562
	Iteration 20F: 3 clusters Score -1051449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1051450.500000 Penalty: 4480.726562
	Iteration 21Q: 3 clusters Score -1051450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1051450.250000 Penalty: 4480.726562
	Iteration 22Q: 3 clusters Score -1051450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1051450.250000 Penalty: 4480.726562
	Iteration 23F: 3 clusters Score -1051450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49582 members 
Entering Unmasked Estep 
Score: -6908897.500000 Penalty: 2681.223145
	Iteration 0F: 2 clusters Score -6908898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -6875619.500000 Penalty: 5362.446289
	Iteration 0F: 3 clusters Score -6875620 nChanged 22822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -6888013.000000 Penalty: 5362.446289
	Iteration 1F: 3 clusters Score -6888013 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -6888459.000000 Penalty: 5362.446289
	Iteration 2Q: 3 clusters Score -6888459 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -6888878.000000 Penalty: 5362.446289
	Iteration 3Q: 3 clusters Score -6888878 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -6889294.500000 Penalty: 5362.446289
	Iteration 4Q: 3 clusters Score -6889294 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -6889818.000000 Penalty: 5362.446289
	Iteration 5Q: 3 clusters Score -6889818 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -6890365.000000 Penalty: 5362.446289
	Iteration 6Q: 3 clusters Score -6890365 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -6891228.000000 Penalty: 5362.446289
	Iteration 7Q: 3 clusters Score -6891228 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -6892530.000000 Penalty: 5362.446289
	Iteration 8F: 3 clusters Score -6892530 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -6894483.500000 Penalty: 5362.446289
	Iteration 9F: 3 clusters Score -6894484 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -6897262.500000 Penalty: 5362.446289
	Iteration 10F: 3 clusters Score -6897262 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -6900278.500000 Penalty: 5362.446289
	Iteration 11F: 3 clusters Score -6900278 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -6902855.500000 Penalty: 5362.446289
	Iteration 12F: 3 clusters Score -6902856 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -6904594.500000 Penalty: 5362.446289
	Iteration 13Q: 3 clusters Score -6904594 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6905517.500000 Penalty: 5362.446289
	Iteration 14Q: 3 clusters Score -6905518 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6906031.500000 Penalty: 5362.446289
	Iteration 15Q: 3 clusters Score -6906032 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6906270.000000 Penalty: 5362.446289
	Iteration 16Q: 3 clusters Score -6906270 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6906403.500000 Penalty: 5362.446289
	Iteration 17Q: 3 clusters Score -6906404 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6906505.000000 Penalty: 5362.446289
	Iteration 18Q: 3 clusters Score -6906505 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6906559.000000 Penalty: 5362.446289
	Iteration 19Q: 3 clusters Score -6906559 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6906609.500000 Penalty: 5362.446289
	Iteration 20F: 3 clusters Score -6906610 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6906629.500000 Penalty: 5362.446289
	Iteration 21Q: 3 clusters Score -6906630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6906655.500000 Penalty: 5362.446289
	Iteration 22Q: 3 clusters Score -6906656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6906673.000000 Penalty: 5362.446289
	Iteration 23Q: 3 clusters Score -6906673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6906684.500000 Penalty: 5362.446289
	Iteration 24Q: 3 clusters Score -6906684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6906694.000000 Penalty: 5362.446289
	Iteration 25Q: 3 clusters Score -6906694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6906720.000000 Penalty: 5362.446289
	Iteration 26Q: 3 clusters Score -6906720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6906721.500000 Penalty: 5362.446289
	Iteration 27Q: 3 clusters Score -6906722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6906729.000000 Penalty: 5362.446289
	Iteration 28Q: 3 clusters Score -6906729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6906735.000000 Penalty: 5362.446289
	Iteration 29Q: 3 clusters Score -6906735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6906737.000000 Penalty: 5362.446289
	Iteration 30Q: 3 clusters Score -6906737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49056 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6906734.500000 Penalty: 5362.446289
	Iteration 31Q: 3 clusters Score -6906734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6906742.500000 Penalty: 5362.446289
	Iteration 32Q: 3 clusters Score -6906742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6906748.500000 Penalty: 5362.446289
	Iteration 33Q: 3 clusters Score -6906748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6906750.000000 Penalty: 5362.446289
	Iteration 34Q: 3 clusters Score -6906750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6906747.000000 Penalty: 5362.446289
	Iteration 35Q: 3 clusters Score -6906747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6906743.500000 Penalty: 5362.446289
	Iteration 36Q: 3 clusters Score -6906744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6906749.000000 Penalty: 5362.446289
	Iteration 37Q: 3 clusters Score -6906749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6906749.000000 Penalty: 5362.446289
	Iteration 38F: 3 clusters Score -6906749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Entering Unmasked Estep 
Score: -1497849.500000 Penalty: 2308.881104
	Iteration 0F: 2 clusters Score -1497850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1489554.625000 Penalty: 4617.762207
	Iteration 0F: 3 clusters Score -1489555 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1491966.875000 Penalty: 4617.762207
	Iteration 1F: 3 clusters Score -1491967 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1492315.750000 Penalty: 4617.762207
	Iteration 2F: 3 clusters Score -1492316 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1492657.125000 Penalty: 4617.762207
	Iteration 3F: 3 clusters Score -1492657 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1493093.500000 Penalty: 4617.762207
	Iteration 4F: 3 clusters Score -1493094 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1493606.875000 Penalty: 4617.762207
	Iteration 5F: 3 clusters Score -1493607 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1494160.750000 Penalty: 4617.762207
	Iteration 6F: 3 clusters Score -1494161 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1494692.625000 Penalty: 4617.762207
	Iteration 7F: 3 clusters Score -1494693 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1495154.000000 Penalty: 4617.762207
	Iteration 8Q: 3 clusters Score -1495154 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1495539.000000 Penalty: 4617.762207
	Iteration 9Q: 3 clusters Score -1495539 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1495906.125000 Penalty: 4617.762207
	Iteration 10Q: 3 clusters Score -1495906 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1496294.625000 Penalty: 4617.762207
	Iteration 11Q: 3 clusters Score -1496295 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1496585.000000 Penalty: 4617.762207
	Iteration 12Q: 3 clusters Score -1496585 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1496748.875000 Penalty: 4617.762207
	Iteration 13Q: 3 clusters Score -1496749 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1496864.500000 Penalty: 4617.762207
	Iteration 14Q: 3 clusters Score -1496864 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1496938.750000 Penalty: 4617.762207
	Iteration 15Q: 3 clusters Score -1496939 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1496992.000000 Penalty: 4617.762207
	Iteration 16Q: 3 clusters Score -1496992 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1497021.000000 Penalty: 4617.762207
	Iteration 17Q: 3 clusters Score -1497021 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1497052.375000 Penalty: 4617.762207
	Iteration 18Q: 3 clusters Score -1497052 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1497067.875000 Penalty: 4617.762207
	Iteration 19Q: 3 clusters Score -1497068 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1497084.375000 Penalty: 4617.762207
	Iteration 20F: 3 clusters Score -1497084 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1497109.125000 Penalty: 4617.762207
	Iteration 21Q: 3 clusters Score -1497109 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1497125.750000 Penalty: 4617.762207
	Iteration 22Q: 3 clusters Score -1497126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1497139.500000 Penalty: 4617.762207
	Iteration 23Q: 3 clusters Score -1497140 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1497153.375000 Penalty: 4617.762207
	Iteration 24Q: 3 clusters Score -1497153 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1497173.375000 Penalty: 4617.762207
	Iteration 25Q: 3 clusters Score -1497173 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1497182.125000 Penalty: 4617.762207
	Iteration 26Q: 3 clusters Score -1497182 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1497194.875000 Penalty: 4617.762207
	Iteration 27Q: 3 clusters Score -1497195 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1497200.375000 Penalty: 4617.762207
	Iteration 28Q: 3 clusters Score -1497200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1497211.375000 Penalty: 4617.762207
	Iteration 29Q: 3 clusters Score -1497211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1497219.125000 Penalty: 4617.762207
	Iteration 30Q: 3 clusters Score -1497219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1497222.125000 Penalty: 4617.762207
	Iteration 31Q: 3 clusters Score -1497222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1497230.875000 Penalty: 4617.762207
	Iteration 32Q: 3 clusters Score -1497231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1497235.125000 Penalty: 4617.762207
	Iteration 33Q: 3 clusters Score -1497235 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1497244.750000 Penalty: 4617.762207
	Iteration 34Q: 3 clusters Score -1497245 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1497253.125000 Penalty: 4617.762207
	Iteration 35Q: 3 clusters Score -1497253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1497261.000000 Penalty: 4617.762207
	Iteration 36Q: 3 clusters Score -1497261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1497265.250000 Penalty: 4617.762207
	Iteration 37Q: 3 clusters Score -1497265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1497267.125000 Penalty: 4617.762207
	Iteration 38Q: 3 clusters Score -1497267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1497270.500000 Penalty: 4617.762207
	Iteration 39Q: 3 clusters Score -1497270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1497268.250000 Penalty: 4617.762207
	Iteration 40F: 3 clusters Score -1497268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1497272.375000 Penalty: 4617.762207
	Iteration 41Q: 3 clusters Score -1497272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1497277.375000 Penalty: 4617.762207
	Iteration 42Q: 3 clusters Score -1497277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1497278.625000 Penalty: 4617.762207
	Iteration 43Q: 3 clusters Score -1497279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1497278.000000 Penalty: 4617.762207
	Iteration 44Q: 3 clusters Score -1497278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1497275.875000 Penalty: 4617.762207
	Iteration 45Q: 3 clusters Score -1497276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1497278.625000 Penalty: 4617.762207
	Iteration 46Q: 3 clusters Score -1497279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1497278.625000 Penalty: 4617.762207
	Iteration 47Q: 3 clusters Score -1497279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1497279.625000 Penalty: 4617.762207
	Iteration 48Q: 3 clusters Score -1497280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1497281.125000 Penalty: 4617.762207
	Iteration 49Q: 3 clusters Score -1497281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1497282.875000 Penalty: 4617.762207
	Iteration 50Q: 3 clusters Score -1497283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1497284.250000 Penalty: 4617.762207
	Iteration 51Q: 3 clusters Score -1497284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1497283.375000 Penalty: 4617.762207
	Iteration 52Q: 3 clusters Score -1497283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1497289.000000 Penalty: 4617.762207
	Iteration 53Q: 3 clusters Score -1497289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1497290.500000 Penalty: 4617.762207
	Iteration 54Q: 3 clusters Score -1497290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1497294.875000 Penalty: 4617.762207
	Iteration 55Q: 3 clusters Score -1497295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1497294.375000 Penalty: 4617.762207
	Iteration 56Q: 3 clusters Score -1497294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1497300.125000 Penalty: 4617.762207
	Iteration 57Q: 3 clusters Score -1497300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1497298.250000 Penalty: 4617.762207
	Iteration 58Q: 3 clusters Score -1497298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1497297.375000 Penalty: 4617.762207
	Iteration 59Q: 3 clusters Score -1497297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1497298.375000 Penalty: 4617.762207
	Iteration 60F: 3 clusters Score -1497298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1497302.625000 Penalty: 4617.762207
	Iteration 61Q: 3 clusters Score -1497303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1497305.250000 Penalty: 4617.762207
	Iteration 62Q: 3 clusters Score -1497305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1497303.625000 Penalty: 4617.762207
	Iteration 63Q: 3 clusters Score -1497304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1497305.875000 Penalty: 4617.762207
	Iteration 64Q: 3 clusters Score -1497306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1497309.750000 Penalty: 4617.762207
	Iteration 65Q: 3 clusters Score -1497310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1497311.875000 Penalty: 4617.762207
	Iteration 66Q: 3 clusters Score -1497312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1497313.875000 Penalty: 4617.762207
	Iteration 67Q: 3 clusters Score -1497314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1497317.875000 Penalty: 4617.762207
	Iteration 68Q: 3 clusters Score -1497318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1497315.875000 Penalty: 4617.762207
	Iteration 69Q: 3 clusters Score -1497316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1497320.875000 Penalty: 4617.762207
	Iteration 70Q: 3 clusters Score -1497321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1497328.875000 Penalty: 4617.762207
	Iteration 71Q: 3 clusters Score -1497329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1497331.625000 Penalty: 4617.762207
	Iteration 72Q: 3 clusters Score -1497332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1497331.250000 Penalty: 4617.762207
	Iteration 73Q: 3 clusters Score -1497331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1497334.625000 Penalty: 4617.762207
	Iteration 74Q: 3 clusters Score -1497335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1497336.000000 Penalty: 4617.762207
	Iteration 75Q: 3 clusters Score -1497336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1497336.375000 Penalty: 4617.762207
	Iteration 76Q: 3 clusters Score -1497336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1497339.125000 Penalty: 4617.762207
	Iteration 77Q: 3 clusters Score -1497339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1497338.250000 Penalty: 4617.762207
	Iteration 78Q: 3 clusters Score -1497338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1497341.375000 Penalty: 4617.762207
	Iteration 79Q: 3 clusters Score -1497341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1497340.750000 Penalty: 4617.762207
	Iteration 80F: 3 clusters Score -1497341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1497340.250000 Penalty: 4617.762207
	Iteration 81Q: 3 clusters Score -1497340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1497341.875000 Penalty: 4617.762207
	Iteration 82Q: 3 clusters Score -1497342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1497343.250000 Penalty: 4617.762207
	Iteration 83Q: 3 clusters Score -1497343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1497343.875000 Penalty: 4617.762207
	Iteration 84Q: 3 clusters Score -1497344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1497344.125000 Penalty: 4617.762207
	Iteration 85Q: 3 clusters Score -1497344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1497344.125000 Penalty: 4617.762207
	Iteration 86F: 3 clusters Score -1497344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Entering Unmasked Estep 
Score: -4730894.000000 Penalty: 2593.186035
	Iteration 0F: 2 clusters Score -4730894 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 17295 members 
Entering Unmasked Estep 
Score: -4707281.500000 Penalty: 5186.372070
	Iteration 0F: 3 clusters Score -4707282 nChanged 15867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -4715962.000000 Penalty: 5186.372070
	Iteration 1F: 3 clusters Score -4715962 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -4716496.000000 Penalty: 5186.372070
	Iteration 2Q: 3 clusters Score -4716496 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -4717086.500000 Penalty: 5186.372070
	Iteration 3Q: 3 clusters Score -4717086 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -4717745.500000 Penalty: 5186.372070
	Iteration 4Q: 3 clusters Score -4717746 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -4718650.000000 Penalty: 5186.372070
	Iteration 5F: 3 clusters Score -4718650 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -4719902.000000 Penalty: 5186.372070
	Iteration 6F: 3 clusters Score -4719902 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -4721518.500000 Penalty: 5186.372070
	Iteration 7F: 3 clusters Score -4721518 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -4723232.500000 Penalty: 5186.372070
	Iteration 8F: 3 clusters Score -4723232 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -4724780.500000 Penalty: 5186.372070
	Iteration 9F: 3 clusters Score -4724780 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -4726012.500000 Penalty: 5186.372070
	Iteration 10Q: 3 clusters Score -4726012 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -4726878.000000 Penalty: 5186.372070
	Iteration 11Q: 3 clusters Score -4726878 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -4727483.000000 Penalty: 5186.372070
	Iteration 12Q: 3 clusters Score -4727483 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4727869.500000 Penalty: 5186.372070
	Iteration 13Q: 3 clusters Score -4727870 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4728106.500000 Penalty: 5186.372070
	Iteration 14Q: 3 clusters Score -4728106 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4728297.500000 Penalty: 5186.372070
	Iteration 15Q: 3 clusters Score -4728298 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4728423.500000 Penalty: 5186.372070
	Iteration 16Q: 3 clusters Score -4728424 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4728486.500000 Penalty: 5186.372070
	Iteration 17Q: 3 clusters Score -4728486 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4728536.000000 Penalty: 5186.372070
	Iteration 18Q: 3 clusters Score -4728536 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4728576.500000 Penalty: 5186.372070
	Iteration 19Q: 3 clusters Score -4728576 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4728614.000000 Penalty: 5186.372070
	Iteration 20F: 3 clusters Score -4728614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4728634.000000 Penalty: 5186.372070
	Iteration 21Q: 3 clusters Score -4728634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4728648.500000 Penalty: 5186.372070
	Iteration 22Q: 3 clusters Score -4728648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4728671.500000 Penalty: 5186.372070
	Iteration 23Q: 3 clusters Score -4728672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4728680.500000 Penalty: 5186.372070
	Iteration 24Q: 3 clusters Score -4728680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4728701.000000 Penalty: 5186.372070
	Iteration 25Q: 3 clusters Score -4728701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4728702.000000 Penalty: 5186.372070
	Iteration 26Q: 3 clusters Score -4728702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4728702.000000 Penalty: 5186.372070
	Iteration 27Q: 3 clusters Score -4728702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4728703.000000 Penalty: 5186.372070
	Iteration 28Q: 3 clusters Score -4728703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4728713.000000 Penalty: 5186.372070
	Iteration 29Q: 3 clusters Score -4728713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4728725.000000 Penalty: 5186.372070
	Iteration 30Q: 3 clusters Score -4728725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4728724.000000 Penalty: 5186.372070
	Iteration 31Q: 3 clusters Score -4728724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4728729.500000 Penalty: 5186.372070
	Iteration 32Q: 3 clusters Score -4728730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4728733.000000 Penalty: 5186.372070
	Iteration 33Q: 3 clusters Score -4728733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4728732.500000 Penalty: 5186.372070
	Iteration 34Q: 3 clusters Score -4728732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4728743.500000 Penalty: 5186.372070
	Iteration 35Q: 3 clusters Score -4728744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4728756.500000 Penalty: 5186.372070
	Iteration 36Q: 3 clusters Score -4728756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4728761.500000 Penalty: 5186.372070
	Iteration 37Q: 3 clusters Score -4728762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4728761.500000 Penalty: 5186.372070
	Iteration 38Q: 3 clusters Score -4728762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4728769.000000 Penalty: 5186.372070
	Iteration 39Q: 3 clusters Score -4728769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4728765.500000 Penalty: 5186.372070
	Iteration 40F: 3 clusters Score -4728766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4728763.500000 Penalty: 5186.372070
	Iteration 41Q: 3 clusters Score -4728764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4728773.000000 Penalty: 5186.372070
	Iteration 42Q: 3 clusters Score -4728773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4728774.500000 Penalty: 5186.372070
	Iteration 43Q: 3 clusters Score -4728774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4728775.000000 Penalty: 5186.372070
	Iteration 44Q: 3 clusters Score -4728775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4728772.000000 Penalty: 5186.372070
	Iteration 45Q: 3 clusters Score -4728772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4728774.000000 Penalty: 5186.372070
	Iteration 46Q: 3 clusters Score -4728774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4728777.500000 Penalty: 5186.372070
	Iteration 47Q: 3 clusters Score -4728778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4728778.500000 Penalty: 5186.372070
	Iteration 48Q: 3 clusters Score -4728778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4728775.000000 Penalty: 5186.372070
	Iteration 49Q: 3 clusters Score -4728775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4728775.000000 Penalty: 5186.372070
	Iteration 50F: 3 clusters Score -4728775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Entering Unmasked Estep 
Score: -5665367.500000 Penalty: 2639.237305
	Iteration 0F: 2 clusters Score -5665368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -5637060.000000 Penalty: 5278.474609
	Iteration 0F: 3 clusters Score -5637060 nChanged 19230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -5647921.000000 Penalty: 5278.474609
	Iteration 1F: 3 clusters Score -5647921 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -5648693.000000 Penalty: 5278.474609
	Iteration 2Q: 3 clusters Score -5648693 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -5649562.000000 Penalty: 5278.474609
	Iteration 3F: 3 clusters Score -5649562 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -5650601.500000 Penalty: 5278.474609
	Iteration 4F: 3 clusters Score -5650602 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -5651744.000000 Penalty: 5278.474609
	Iteration 5F: 3 clusters Score -5651744 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -5652955.000000 Penalty: 5278.474609
	Iteration 6F: 3 clusters Score -5652955 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -5653997.000000 Penalty: 5278.474609
	Iteration 7F: 3 clusters Score -5653997 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -5654919.000000 Penalty: 5278.474609
	Iteration 8Q: 3 clusters Score -5654919 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -5655539.500000 Penalty: 5278.474609
	Iteration 9Q: 3 clusters Score -5655540 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -5656015.000000 Penalty: 5278.474609
	Iteration 10Q: 3 clusters Score -5656015 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -5656369.500000 Penalty: 5278.474609
	Iteration 11Q: 3 clusters Score -5656370 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -5656703.000000 Penalty: 5278.474609
	Iteration 12Q: 3 clusters Score -5656703 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -5657007.500000 Penalty: 5278.474609
	Iteration 13Q: 3 clusters Score -5657008 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -5657357.000000 Penalty: 5278.474609
	Iteration 14Q: 3 clusters Score -5657357 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -5657826.000000 Penalty: 5278.474609
	Iteration 15Q: 3 clusters Score -5657826 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -5658435.000000 Penalty: 5278.474609
	Iteration 16Q: 3 clusters Score -5658435 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -5659101.500000 Penalty: 5278.474609
	Iteration 17Q: 3 clusters Score -5659102 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -5659941.000000 Penalty: 5278.474609
	Iteration 18Q: 3 clusters Score -5659941 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -5660821.000000 Penalty: 5278.474609
	Iteration 19Q: 3 clusters Score -5660821 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -5661684.000000 Penalty: 5278.474609
	Iteration 20F: 3 clusters Score -5661684 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -5662270.000000 Penalty: 5278.474609
	Iteration 21Q: 3 clusters Score -5662270 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -5662591.000000 Penalty: 5278.474609
	Iteration 22Q: 3 clusters Score -5662591 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -5662793.500000 Penalty: 5278.474609
	Iteration 23Q: 3 clusters Score -5662794 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -5662923.000000 Penalty: 5278.474609
	Iteration 24Q: 3 clusters Score -5662923 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -5663007.000000 Penalty: 5278.474609
	Iteration 25Q: 3 clusters Score -5663007 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -5663047.000000 Penalty: 5278.474609
	Iteration 26Q: 3 clusters Score -5663047 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -5663073.500000 Penalty: 5278.474609
	Iteration 27Q: 3 clusters Score -5663074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -5663092.500000 Penalty: 5278.474609
	Iteration 28Q: 3 clusters Score -5663092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -5663105.500000 Penalty: 5278.474609
	Iteration 29Q: 3 clusters Score -5663106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -5663115.500000 Penalty: 5278.474609
	Iteration 30Q: 3 clusters Score -5663116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -5663124.000000 Penalty: 5278.474609
	Iteration 31Q: 3 clusters Score -5663124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -5663140.000000 Penalty: 5278.474609
	Iteration 32Q: 3 clusters Score -5663140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -5663138.000000 Penalty: 5278.474609
	Iteration 33Q: 3 clusters Score -5663138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -5663152.000000 Penalty: 5278.474609
	Iteration 34Q: 3 clusters Score -5663152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -5663161.000000 Penalty: 5278.474609
	Iteration 35Q: 3 clusters Score -5663161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -5663162.000000 Penalty: 5278.474609
	Iteration 36Q: 3 clusters Score -5663162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -5663165.500000 Penalty: 5278.474609
	Iteration 37Q: 3 clusters Score -5663166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -5663162.000000 Penalty: 5278.474609
	Iteration 38Q: 3 clusters Score -5663162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -5663167.000000 Penalty: 5278.474609
	Iteration 39Q: 3 clusters Score -5663167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -5663170.500000 Penalty: 5278.474609
	Iteration 40F: 3 clusters Score -5663170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -5663169.500000 Penalty: 5278.474609
	Iteration 41Q: 3 clusters Score -5663170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -5663170.500000 Penalty: 5278.474609
	Iteration 42Q: 3 clusters Score -5663170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -5663170.500000 Penalty: 5278.474609
	Iteration 43F: 3 clusters Score -5663170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Entering Unmasked Estep 
Score: -1839973.125000 Penalty: 2367.928223
	Iteration 0F: 2 clusters Score -1839973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1829772.125000 Penalty: 4735.856445
	Iteration 0F: 3 clusters Score -1829772 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1833567.375000 Penalty: 4735.856445
	Iteration 1F: 3 clusters Score -1833567 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1834751.375000 Penalty: 4735.856445
	Iteration 2F: 3 clusters Score -1834751 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1836056.125000 Penalty: 4735.856445
	Iteration 3F: 3 clusters Score -1836056 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1837179.250000 Penalty: 4735.856445
	Iteration 4F: 3 clusters Score -1837179 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1837934.625000 Penalty: 4735.856445
	Iteration 5F: 3 clusters Score -1837935 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1838417.625000 Penalty: 4735.856445
	Iteration 6Q: 3 clusters Score -1838418 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1838723.250000 Penalty: 4735.856445
	Iteration 7Q: 3 clusters Score -1838723 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1838953.625000 Penalty: 4735.856445
	Iteration 8Q: 3 clusters Score -1838954 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1839122.125000 Penalty: 4735.856445
	Iteration 9Q: 3 clusters Score -1839122 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1839251.000000 Penalty: 4735.856445
	Iteration 10Q: 3 clusters Score -1839251 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1839339.625000 Penalty: 4735.856445
	Iteration 11Q: 3 clusters Score -1839340 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1839401.875000 Penalty: 4735.856445
	Iteration 12Q: 3 clusters Score -1839402 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1839453.250000 Penalty: 4735.856445
	Iteration 13Q: 3 clusters Score -1839453 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1839497.750000 Penalty: 4735.856445
	Iteration 14Q: 3 clusters Score -1839498 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1839529.375000 Penalty: 4735.856445
	Iteration 15Q: 3 clusters Score -1839529 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1839556.500000 Penalty: 4735.856445
	Iteration 16Q: 3 clusters Score -1839556 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1839574.000000 Penalty: 4735.856445
	Iteration 17Q: 3 clusters Score -1839574 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1839600.750000 Penalty: 4735.856445
	Iteration 18Q: 3 clusters Score -1839601 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1839629.375000 Penalty: 4735.856445
	Iteration 19Q: 3 clusters Score -1839629 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1839668.875000 Penalty: 4735.856445
	Iteration 20F: 3 clusters Score -1839669 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1839709.375000 Penalty: 4735.856445
	Iteration 21Q: 3 clusters Score -1839709 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1839751.125000 Penalty: 4735.856445
	Iteration 22Q: 3 clusters Score -1839751 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1839794.000000 Penalty: 4735.856445
	Iteration 23Q: 3 clusters Score -1839794 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1839830.750000 Penalty: 4735.856445
	Iteration 24Q: 3 clusters Score -1839831 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1839856.500000 Penalty: 4735.856445
	Iteration 25Q: 3 clusters Score -1839856 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1839867.250000 Penalty: 4735.856445
	Iteration 26Q: 3 clusters Score -1839867 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1839881.125000 Penalty: 4735.856445
	Iteration 27Q: 3 clusters Score -1839881 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1839895.500000 Penalty: 4735.856445
	Iteration 28Q: 3 clusters Score -1839896 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1839912.125000 Penalty: 4735.856445
	Iteration 29Q: 3 clusters Score -1839912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1839924.000000 Penalty: 4735.856445
	Iteration 30Q: 3 clusters Score -1839924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1839930.625000 Penalty: 4735.856445
	Iteration 31Q: 3 clusters Score -1839931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1839934.625000 Penalty: 4735.856445
	Iteration 32Q: 3 clusters Score -1839935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1839941.625000 Penalty: 4735.856445
	Iteration 33Q: 3 clusters Score -1839942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1839950.250000 Penalty: 4735.856445
	Iteration 34Q: 3 clusters Score -1839950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1839952.375000 Penalty: 4735.856445
	Iteration 35Q: 3 clusters Score -1839952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1839956.125000 Penalty: 4735.856445
	Iteration 36Q: 3 clusters Score -1839956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1839956.500000 Penalty: 4735.856445
	Iteration 37Q: 3 clusters Score -1839956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1839956.500000 Penalty: 4735.856445
	Iteration 38Q: 3 clusters Score -1839956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1839957.375000 Penalty: 4735.856445
	Iteration 39Q: 3 clusters Score -1839957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1839955.750000 Penalty: 4735.856445
	Iteration 40F: 3 clusters Score -1839956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1839958.500000 Penalty: 4735.856445
	Iteration 41Q: 3 clusters Score -1839958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1839958.625000 Penalty: 4735.856445
	Iteration 42Q: 3 clusters Score -1839959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1839957.250000 Penalty: 4735.856445
	Iteration 43Q: 3 clusters Score -1839957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1839957.250000 Penalty: 4735.856445
	Iteration 44Q: 3 clusters Score -1839957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1839959.250000 Penalty: 4735.856445
	Iteration 45Q: 3 clusters Score -1839959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1839959.250000 Penalty: 4735.856445
	Iteration 46F: 3 clusters Score -1839959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Entering Unmasked Estep 
Score: -5079761.000000 Penalty: 2602.770996
	Iteration 0F: 2 clusters Score -5079761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -5055198.500000 Penalty: 5205.541992
	Iteration 0F: 3 clusters Score -5055198 nChanged 16495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -5064146.000000 Penalty: 5205.541992
	Iteration 1F: 3 clusters Score -5064146 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -5064648.500000 Penalty: 5205.541992
	Iteration 2Q: 3 clusters Score -5064648 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -5065124.500000 Penalty: 5205.541992
	Iteration 3Q: 3 clusters Score -5065124 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -5065567.500000 Penalty: 5205.541992
	Iteration 4Q: 3 clusters Score -5065568 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -5065976.000000 Penalty: 5205.541992
	Iteration 5Q: 3 clusters Score -5065976 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -5066412.000000 Penalty: 5205.541992
	Iteration 6Q: 3 clusters Score -5066412 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -5067001.500000 Penalty: 5205.541992
	Iteration 7Q: 3 clusters Score -5067002 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -5067956.000000 Penalty: 5205.541992
	Iteration 8Q: 3 clusters Score -5067956 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -5069331.500000 Penalty: 5205.541992
	Iteration 9F: 3 clusters Score -5069332 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -5071423.500000 Penalty: 5205.541992
	Iteration 10F: 3 clusters Score -5071424 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -5073718.000000 Penalty: 5205.541992
	Iteration 11F: 3 clusters Score -5073718 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -5075549.500000 Penalty: 5205.541992
	Iteration 12F: 3 clusters Score -5075550 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -5076616.500000 Penalty: 5205.541992
	Iteration 13Q: 3 clusters Score -5076616 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -5077127.500000 Penalty: 5205.541992
	Iteration 14Q: 3 clusters Score -5077128 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -5077346.500000 Penalty: 5205.541992
	Iteration 15Q: 3 clusters Score -5077346 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -5077467.500000 Penalty: 5205.541992
	Iteration 16Q: 3 clusters Score -5077468 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -5077541.500000 Penalty: 5205.541992
	Iteration 17Q: 3 clusters Score -5077542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -5077569.500000 Penalty: 5205.541992
	Iteration 18Q: 3 clusters Score -5077570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -5077592.000000 Penalty: 5205.541992
	Iteration 19Q: 3 clusters Score -5077592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -5077598.000000 Penalty: 5205.541992
	Iteration 20F: 3 clusters Score -5077598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -5077613.500000 Penalty: 5205.541992
	Iteration 21Q: 3 clusters Score -5077614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -5077622.000000 Penalty: 5205.541992
	Iteration 22Q: 3 clusters Score -5077622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -5077629.000000 Penalty: 5205.541992
	Iteration 23Q: 3 clusters Score -5077629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -5077638.000000 Penalty: 5205.541992
	Iteration 24Q: 3 clusters Score -5077638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -5077635.000000 Penalty: 5205.541992
	Iteration 25Q: 3 clusters Score -5077635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -5077636.000000 Penalty: 5205.541992
	Iteration 26Q: 3 clusters Score -5077636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -5077642.000000 Penalty: 5205.541992
	Iteration 27Q: 3 clusters Score -5077642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -5077644.000000 Penalty: 5205.541992
	Iteration 28Q: 3 clusters Score -5077644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -5077642.500000 Penalty: 5205.541992
	Iteration 29Q: 3 clusters Score -5077642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -5077644.500000 Penalty: 5205.541992
	Iteration 30Q: 3 clusters Score -5077644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -5077644.500000 Penalty: 5205.541992
	Iteration 31Q: 3 clusters Score -5077644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -5077647.000000 Penalty: 5205.541992
	Iteration 32Q: 3 clusters Score -5077647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -5077647.000000 Penalty: 5205.541992
	Iteration 33F: 3 clusters Score -5077647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (51252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51252 members 
Entering Unmasked Estep 
Score: -7205066.000000 Penalty: 2689.438477
	Iteration 0F: 2 clusters Score -7205066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -7170659.000000 Penalty: 5378.876953
	Iteration 0F: 3 clusters Score -7170659 nChanged 23725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -7183695.500000 Penalty: 5378.876953
	Iteration 1F: 3 clusters Score -7183696 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -7184332.500000 Penalty: 5378.876953
	Iteration 2Q: 3 clusters Score -7184332 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -7185129.000000 Penalty: 5378.876953
	Iteration 3Q: 3 clusters Score -7185129 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -7186331.000000 Penalty: 5378.876953
	Iteration 4Q: 3 clusters Score -7186331 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -7188126.500000 Penalty: 5378.876953
	Iteration 5F: 3 clusters Score -7188126 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -7190831.500000 Penalty: 5378.876953
	Iteration 6F: 3 clusters Score -7190832 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -7194493.500000 Penalty: 5378.876953
	Iteration 7F: 3 clusters Score -7194494 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -7198077.000000 Penalty: 5378.876953
	Iteration 8F: 3 clusters Score -7198077 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -7200554.500000 Penalty: 5378.876953
	Iteration 9F: 3 clusters Score -7200554 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -7201800.000000 Penalty: 5378.876953
	Iteration 10Q: 3 clusters Score -7201800 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -7202273.000000 Penalty: 5378.876953
	Iteration 11Q: 3 clusters Score -7202273 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 50808 members 
Entering Unmasked Estep 
Score: -7202465.500000 Penalty: 5378.876953
	Iteration 12Q: 3 clusters Score -7202466 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -7202552.000000 Penalty: 5378.876953
	Iteration 13Q: 3 clusters Score -7202552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -7202613.500000 Penalty: 5378.876953
	Iteration 14Q: 3 clusters Score -7202614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -7202658.000000 Penalty: 5378.876953
	Iteration 15Q: 3 clusters Score -7202658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 50951 members 
Entering Unmasked Estep 
Score: -7202686.000000 Penalty: 5378.876953
	Iteration 16Q: 3 clusters Score -7202686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -7202708.000000 Penalty: 5378.876953
	Iteration 17Q: 3 clusters Score -7202708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -7202712.000000 Penalty: 5378.876953
	Iteration 18Q: 3 clusters Score -7202712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 50970 members 
Entering Unmasked Estep 
Score: -7202726.000000 Penalty: 5378.876953
	Iteration 19Q: 3 clusters Score -7202726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 50972 members 
Entering Unmasked Estep 
Score: -7202737.500000 Penalty: 5378.876953
	Iteration 20F: 3 clusters Score -7202738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 50975 members 
Entering Unmasked Estep 
Score: -7202745.500000 Penalty: 5378.876953
	Iteration 21Q: 3 clusters Score -7202746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -7202741.000000 Penalty: 5378.876953
	Iteration 22Q: 3 clusters Score -7202741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 50981 members 
Entering Unmasked Estep 
Score: -7202745.500000 Penalty: 5378.876953
	Iteration 23Q: 3 clusters Score -7202746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -7202748.000000 Penalty: 5378.876953
	Iteration 24Q: 3 clusters Score -7202748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -7202753.000000 Penalty: 5378.876953
	Iteration 25Q: 3 clusters Score -7202753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -7202750.500000 Penalty: 5378.876953
	Iteration 26Q: 3 clusters Score -7202750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -7202750.500000 Penalty: 5378.876953
	Iteration 27F: 3 clusters Score -7202750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (84379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84379 members 
Entering Unmasked Estep 
Score: -11642964.000000 Penalty: 2813.082275
	Iteration 0F: 2 clusters Score -1.164296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -11586654.000000 Penalty: 5626.164551
	Iteration 0F: 3 clusters Score -1.158665e+07 nChanged 39649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -11609131.000000 Penalty: 5626.164551
	Iteration 1F: 3 clusters Score -1.160913e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -11609984.000000 Penalty: 5626.164551
	Iteration 2Q: 3 clusters Score -1.160998e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -11611082.000000 Penalty: 5626.164551
	Iteration 3Q: 3 clusters Score -1.161108e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -11612532.000000 Penalty: 5626.164551
	Iteration 4Q: 3 clusters Score -1.161253e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -11614310.000000 Penalty: 5626.164551
	Iteration 5F: 3 clusters Score -1.161431e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -11616384.000000 Penalty: 5626.164551
	Iteration 6F: 3 clusters Score -1.161638e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -11618671.000000 Penalty: 5626.164551
	Iteration 7F: 3 clusters Score -1.161867e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 58641 members 
Entering Unmasked Estep 
Score: -11621322.000000 Penalty: 5626.164551
	Iteration 8F: 3 clusters Score -1.162132e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 63245 members 
Entering Unmasked Estep 
Score: -11624481.000000 Penalty: 5626.164551
	Iteration 9F: 3 clusters Score -1.162448e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 68125 members 
Entering Unmasked Estep 
Score: -11628066.000000 Penalty: 5626.164551
	Iteration 10F: 3 clusters Score -1.162807e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 72856 members 
Entering Unmasked Estep 
Score: -11631724.000000 Penalty: 5626.164551
	Iteration 11F: 3 clusters Score -1.163172e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 76826 members 
Entering Unmasked Estep 
Score: -11634798.000000 Penalty: 5626.164551
	Iteration 12Q: 3 clusters Score -1.16348e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 79752 members 
Entering Unmasked Estep 
Score: -11637052.000000 Penalty: 5626.164551
	Iteration 13Q: 3 clusters Score -1.163705e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 81676 members 
Entering Unmasked Estep 
Score: -11638566.000000 Penalty: 5626.164551
	Iteration 14Q: 3 clusters Score -1.163857e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 82779 members 
Entering Unmasked Estep 
Score: -11639442.000000 Penalty: 5626.164551
	Iteration 15Q: 3 clusters Score -1.163944e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 83384 members 
Entering Unmasked Estep 
Score: -11639924.000000 Penalty: 5626.164551
	Iteration 16Q: 3 clusters Score -1.163992e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 83656 members 
Entering Unmasked Estep 
Score: -11640195.000000 Penalty: 5626.164551
	Iteration 17Q: 3 clusters Score -1.16402e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 83793 members 
Entering Unmasked Estep 
Score: -11640331.000000 Penalty: 5626.164551
	Iteration 18Q: 3 clusters Score -1.164033e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 83866 members 
Entering Unmasked Estep 
Score: -11640406.000000 Penalty: 5626.164551
	Iteration 19Q: 3 clusters Score -1.164041e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 83904 members 
Entering Unmasked Estep 
Score: -11640459.000000 Penalty: 5626.164551
	Iteration 20F: 3 clusters Score -1.164046e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 83930 members 
Entering Unmasked Estep 
Score: -11640485.000000 Penalty: 5626.164551
	Iteration 21Q: 3 clusters Score -1.164048e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 83953 members 
Entering Unmasked Estep 
Score: -11640496.000000 Penalty: 5626.164551
	Iteration 22Q: 3 clusters Score -1.16405e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 83966 members 
Entering Unmasked Estep 
Score: -11640499.000000 Penalty: 5626.164551
	Iteration 23Q: 3 clusters Score -1.16405e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 83971 members 
Entering Unmasked Estep 
Score: -11640528.000000 Penalty: 5626.164551
	Iteration 24Q: 3 clusters Score -1.164053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 83979 members 
Entering Unmasked Estep 
Score: -11640538.000000 Penalty: 5626.164551
	Iteration 25Q: 3 clusters Score -1.164054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 83978 members 
Entering Unmasked Estep 
Score: -11640551.000000 Penalty: 5626.164551
	Iteration 26Q: 3 clusters Score -1.164055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 83982 members 
Entering Unmasked Estep 
Score: -11640544.000000 Penalty: 5626.164551
	Iteration 27Q: 3 clusters Score -1.164054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 83986 members 
Entering Unmasked Estep 
Score: -11640549.000000 Penalty: 5626.164551
	Iteration 28Q: 3 clusters Score -1.164055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 83990 members 
Entering Unmasked Estep 
Score: -11640555.000000 Penalty: 5626.164551
	Iteration 29Q: 3 clusters Score -1.164056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 83994 members 
Entering Unmasked Estep 
Score: -11640560.000000 Penalty: 5626.164551
	Iteration 30Q: 3 clusters Score -1.164056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 83991 members 
Entering Unmasked Estep 
Score: -11640555.000000 Penalty: 5626.164551
	Iteration 31Q: 3 clusters Score -1.164056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 83992 members 
Entering Unmasked Estep 
Score: -11640551.000000 Penalty: 5626.164551
	Iteration 32Q: 3 clusters Score -1.164055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 83993 members 
Entering Unmasked Estep 
Score: -11640552.000000 Penalty: 5626.164551
	Iteration 33Q: 3 clusters Score -1.164055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 83993 members 
Entering Unmasked Estep 
Score: -11640557.000000 Penalty: 5626.164551
	Iteration 34Q: 3 clusters Score -1.164056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 83993 members 
Entering Unmasked Estep 
Score: -11640557.000000 Penalty: 5626.164551
	Iteration 35F: 3 clusters Score -1.164056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Entering Unmasked Estep 
Score: -5409967.000000 Penalty: 2618.183594
	Iteration 0F: 2 clusters Score -5409967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -5383844.500000 Penalty: 5236.367188
	Iteration 0F: 3 clusters Score -5383844 nChanged 17527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -5393458.500000 Penalty: 5236.367188
	Iteration 1F: 3 clusters Score -5393458 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -5393903.000000 Penalty: 5236.367188
	Iteration 2Q: 3 clusters Score -5393903 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -5394350.500000 Penalty: 5236.367188
	Iteration 3Q: 3 clusters Score -5394350 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -5394682.500000 Penalty: 5236.367188
	Iteration 4Q: 3 clusters Score -5394682 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -5395127.500000 Penalty: 5236.367188
	Iteration 5Q: 3 clusters Score -5395128 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -5395626.000000 Penalty: 5236.367188
	Iteration 6Q: 3 clusters Score -5395626 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -5396406.500000 Penalty: 5236.367188
	Iteration 7Q: 3 clusters Score -5396406 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -5397680.500000 Penalty: 5236.367188
	Iteration 8F: 3 clusters Score -5397680 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -5399560.000000 Penalty: 5236.367188
	Iteration 9F: 3 clusters Score -5399560 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -5401713.000000 Penalty: 5236.367188
	Iteration 10F: 3 clusters Score -5401713 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -5403480.000000 Penalty: 5236.367188
	Iteration 11F: 3 clusters Score -5403480 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -5404539.500000 Penalty: 5236.367188
	Iteration 12Q: 3 clusters Score -5404540 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -5405133.500000 Penalty: 5236.367188
	Iteration 13Q: 3 clusters Score -5405134 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -5405472.000000 Penalty: 5236.367188
	Iteration 14Q: 3 clusters Score -5405472 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -5405716.500000 Penalty: 5236.367188
	Iteration 15Q: 3 clusters Score -5405716 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -5405914.500000 Penalty: 5236.367188
	Iteration 16Q: 3 clusters Score -5405914 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -5406071.500000 Penalty: 5236.367188
	Iteration 17Q: 3 clusters Score -5406072 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -5406251.500000 Penalty: 5236.367188
	Iteration 18Q: 3 clusters Score -5406252 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -5406367.000000 Penalty: 5236.367188
	Iteration 19Q: 3 clusters Score -5406367 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -5406484.500000 Penalty: 5236.367188
	Iteration 20F: 3 clusters Score -5406484 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -5406587.500000 Penalty: 5236.367188
	Iteration 21Q: 3 clusters Score -5406588 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -5406675.500000 Penalty: 5236.367188
	Iteration 22Q: 3 clusters Score -5406676 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -5406788.500000 Penalty: 5236.367188
	Iteration 23Q: 3 clusters Score -5406788 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -5406871.000000 Penalty: 5236.367188
	Iteration 24Q: 3 clusters Score -5406871 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -5406948.000000 Penalty: 5236.367188
	Iteration 25Q: 3 clusters Score -5406948 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -5407038.000000 Penalty: 5236.367188
	Iteration 26Q: 3 clusters Score -5407038 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -5407104.500000 Penalty: 5236.367188
	Iteration 27Q: 3 clusters Score -5407104 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -5407162.000000 Penalty: 5236.367188
	Iteration 28Q: 3 clusters Score -5407162 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -5407250.500000 Penalty: 5236.367188
	Iteration 29Q: 3 clusters Score -5407250 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -5407325.500000 Penalty: 5236.367188
	Iteration 30Q: 3 clusters Score -5407326 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -5407370.000000 Penalty: 5236.367188
	Iteration 31Q: 3 clusters Score -5407370 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -5407415.500000 Penalty: 5236.367188
	Iteration 32Q: 3 clusters Score -5407416 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -5407459.500000 Penalty: 5236.367188
	Iteration 33Q: 3 clusters Score -5407460 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -5407476.500000 Penalty: 5236.367188
	Iteration 34Q: 3 clusters Score -5407476 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -5407522.000000 Penalty: 5236.367188
	Iteration 35Q: 3 clusters Score -5407522 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -5407547.500000 Penalty: 5236.367188
	Iteration 36Q: 3 clusters Score -5407548 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -5407571.000000 Penalty: 5236.367188
	Iteration 37Q: 3 clusters Score -5407571 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -5407588.500000 Penalty: 5236.367188
	Iteration 38Q: 3 clusters Score -5407588 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -5407601.000000 Penalty: 5236.367188
	Iteration 39Q: 3 clusters Score -5407601 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -5407623.500000 Penalty: 5236.367188
	Iteration 40F: 3 clusters Score -5407624 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -5407649.000000 Penalty: 5236.367188
	Iteration 41Q: 3 clusters Score -5407649 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5407656.000000 Penalty: 5236.367188
	Iteration 42Q: 3 clusters Score -5407656 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5407679.000000 Penalty: 5236.367188
	Iteration 43Q: 3 clusters Score -5407679 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5407686.500000 Penalty: 5236.367188
	Iteration 44Q: 3 clusters Score -5407686 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -5407698.500000 Penalty: 5236.367188
	Iteration 45Q: 3 clusters Score -5407698 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5407711.500000 Penalty: 5236.367188
	Iteration 46Q: 3 clusters Score -5407712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5407725.500000 Penalty: 5236.367188
	Iteration 47Q: 3 clusters Score -5407726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5407744.000000 Penalty: 5236.367188
	Iteration 48Q: 3 clusters Score -5407744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -5407747.500000 Penalty: 5236.367188
	Iteration 49Q: 3 clusters Score -5407748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5407756.500000 Penalty: 5236.367188
	Iteration 50Q: 3 clusters Score -5407756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5407769.500000 Penalty: 5236.367188
	Iteration 51Q: 3 clusters Score -5407770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5407760.500000 Penalty: 5236.367188
	Iteration 52Q: 3 clusters Score -5407760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5407766.000000 Penalty: 5236.367188
	Iteration 53Q: 3 clusters Score -5407766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5407766.000000 Penalty: 5236.367188
	Iteration 54Q: 3 clusters Score -5407766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5407770.000000 Penalty: 5236.367188
	Iteration 55Q: 3 clusters Score -5407770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5407777.000000 Penalty: 5236.367188
	Iteration 56Q: 3 clusters Score -5407777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -5407776.500000 Penalty: 5236.367188
	Iteration 57Q: 3 clusters Score -5407776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5407782.000000 Penalty: 5236.367188
	Iteration 58Q: 3 clusters Score -5407782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5407782.500000 Penalty: 5236.367188
	Iteration 59Q: 3 clusters Score -5407782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -5407784.000000 Penalty: 5236.367188
	Iteration 60F: 3 clusters Score -5407784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5407783.500000 Penalty: 5236.367188
	Iteration 61Q: 3 clusters Score -5407784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5407780.000000 Penalty: 5236.367188
	Iteration 62Q: 3 clusters Score -5407780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5407781.500000 Penalty: 5236.367188
	Iteration 63Q: 3 clusters Score -5407782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -5407780.000000 Penalty: 5236.367188
	Iteration 64Q: 3 clusters Score -5407780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5407777.500000 Penalty: 5236.367188
	Iteration 65Q: 3 clusters Score -5407778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5407783.000000 Penalty: 5236.367188
	Iteration 66Q: 3 clusters Score -5407783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5407777.000000 Penalty: 5236.367188
	Iteration 67Q: 3 clusters Score -5407777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5407777.000000 Penalty: 5236.367188
	Iteration 68F: 3 clusters Score -5407777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68917 members 
Entering Unmasked Estep 
Score: -9648948.000000 Penalty: 2762.883301
	Iteration 0F: 2 clusters Score -9648948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -9602581.000000 Penalty: 5525.766602
	Iteration 0F: 3 clusters Score -9602581 nChanged 32379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -9620760.000000 Penalty: 5525.766602
	Iteration 1F: 3 clusters Score -9620760 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -9621410.000000 Penalty: 5525.766602
	Iteration 2Q: 3 clusters Score -9621410 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -9622098.000000 Penalty: 5525.766602
	Iteration 3Q: 3 clusters Score -9622098 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -9623063.000000 Penalty: 5525.766602
	Iteration 4Q: 3 clusters Score -9623063 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -9624379.000000 Penalty: 5525.766602
	Iteration 5Q: 3 clusters Score -9624379 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -9626442.000000 Penalty: 5525.766602
	Iteration 6F: 3 clusters Score -9626442 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -9629329.000000 Penalty: 5525.766602
	Iteration 7F: 3 clusters Score -9629329 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51446 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -9633176.000000 Penalty: 5525.766602
	Iteration 8F: 3 clusters Score -9633176 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -9637321.000000 Penalty: 5525.766602
	Iteration 9F: 3 clusters Score -9637321 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -9640663.000000 Penalty: 5525.766602
	Iteration 10F: 3 clusters Score -9640663 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62098 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -9643133.000000 Penalty: 5525.766602
	Iteration 11Q: 3 clusters Score -9643133 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63773 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -9644616.000000 Penalty: 5525.766602
	Iteration 12Q: 3 clusters Score -9644616 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64708 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -9645382.000000 Penalty: 5525.766602
	Iteration 13Q: 3 clusters Score -9645382 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65336 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -9645896.000000 Penalty: 5525.766602
	Iteration 14Q: 3 clusters Score -9645896 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65723 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -9646199.000000 Penalty: 5525.766602
	Iteration 15Q: 3 clusters Score -9646199 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66026 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -9646363.000000 Penalty: 5525.766602
	Iteration 16Q: 3 clusters Score -9646363 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66265 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -9646472.000000 Penalty: 5525.766602
	Iteration 17Q: 3 clusters Score -9646472 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66447 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -9646535.000000 Penalty: 5525.766602
	Iteration 18Q: 3 clusters Score -9646535 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -9646583.000000 Penalty: 5525.766602
	Iteration 19Q: 3 clusters Score -9646583 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66740 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -9646650.000000 Penalty: 5525.766602
	Iteration 20F: 3 clusters Score -9646650 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66833 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -9646680.000000 Penalty: 5525.766602
	Iteration 21Q: 3 clusters Score -9646680 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66904 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -9646720.000000 Penalty: 5525.766602
	Iteration 22Q: 3 clusters Score -9646720 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66967 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -9646730.000000 Penalty: 5525.766602
	Iteration 23Q: 3 clusters Score -9646730 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67023 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -9646737.000000 Penalty: 5525.766602
	Iteration 24Q: 3 clusters Score -9646737 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67071 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -9646763.000000 Penalty: 5525.766602
	Iteration 25Q: 3 clusters Score -9646763 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67112 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -9646775.000000 Penalty: 5525.766602
	Iteration 26Q: 3 clusters Score -9646775 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -9646786.000000 Penalty: 5525.766602
	Iteration 27Q: 3 clusters Score -9646786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -9646792.000000 Penalty: 5525.766602
	Iteration 28Q: 3 clusters Score -9646792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67201 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -9646794.000000 Penalty: 5525.766602
	Iteration 29Q: 3 clusters Score -9646794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67229 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -9646811.000000 Penalty: 5525.766602
	Iteration 30Q: 3 clusters Score -9646811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67245 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -9646804.000000 Penalty: 5525.766602
	Iteration 31Q: 3 clusters Score -9646804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67263 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -9646807.000000 Penalty: 5525.766602
	Iteration 32Q: 3 clusters Score -9646807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67271 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -9646815.000000 Penalty: 5525.766602
	Iteration 33Q: 3 clusters Score -9646815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67281 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -9646804.000000 Penalty: 5525.766602
	Iteration 34Q: 3 clusters Score -9646804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67290 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -9646817.000000 Penalty: 5525.766602
	Iteration 35Q: 3 clusters Score -9646817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67299 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -9646829.000000 Penalty: 5525.766602
	Iteration 36Q: 3 clusters Score -9646829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67311 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -9646833.000000 Penalty: 5525.766602
	Iteration 37Q: 3 clusters Score -9646833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67325 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -9646837.000000 Penalty: 5525.766602
	Iteration 38Q: 3 clusters Score -9646837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67332 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -9646833.000000 Penalty: 5525.766602
	Iteration 39Q: 3 clusters Score -9646833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67338 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -9646844.000000 Penalty: 5525.766602
	Iteration 40F: 3 clusters Score -9646844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67345 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -9646844.000000 Penalty: 5525.766602
	Iteration 41Q: 3 clusters Score -9646844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67350 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -9646846.000000 Penalty: 5525.766602
	Iteration 42Q: 3 clusters Score -9646846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67355 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -9646845.000000 Penalty: 5525.766602
	Iteration 43Q: 3 clusters Score -9646845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67358 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -9646845.000000 Penalty: 5525.766602
	Iteration 44Q: 3 clusters Score -9646845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67361 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -9646845.000000 Penalty: 5525.766602
	Iteration 45Q: 3 clusters Score -9646845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67365 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -9646846.000000 Penalty: 5525.766602
	Iteration 46Q: 3 clusters Score -9646846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67368 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -9646847.000000 Penalty: 5525.766602
	Iteration 47Q: 3 clusters Score -9646847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67368 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -9646847.000000 Penalty: 5525.766602
	Iteration 48F: 3 clusters Score -9646847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (142889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142889 members 
Entering Unmasked Estep 
Score: -19874020.000000 Penalty: 2943.716309
	Iteration 0F: 2 clusters Score -1.987402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71266 members 
Mstep: Class 2 contains 71623 members 
Entering Unmasked Estep 
Score: -19781724.000000 Penalty: 5887.432617
	Iteration 0F: 3 clusters Score -1.978172e+07 nChanged 68345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69515 members 
Mstep: Class 2 contains 73374 members 
Entering Unmasked Estep 
Score: -19821046.000000 Penalty: 5887.432617
	Iteration 1F: 3 clusters Score -1.982105e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68568 members 
Mstep: Class 2 contains 74321 members 
Entering Unmasked Estep 
Score: -19821818.000000 Penalty: 5887.432617
	Iteration 2Q: 3 clusters Score -1.982182e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67119 members 
Mstep: Class 2 contains 75770 members 
Entering Unmasked Estep 
Score: -19822702.000000 Penalty: 5887.432617
	Iteration 3Q: 3 clusters Score -1.98227e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64827 members 
Mstep: Class 2 contains 78062 members 
Entering Unmasked Estep 
Score: -19823884.000000 Penalty: 5887.432617
	Iteration 4Q: 3 clusters Score -1.982388e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61369 members 
Mstep: Class 2 contains 81520 members 
Entering Unmasked Estep 
Score: -19825672.000000 Penalty: 5887.432617
	Iteration 5Q: 3 clusters Score -1.982567e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56315 members 
Mstep: Class 2 contains 86574 members 
Entering Unmasked Estep 
Score: -19828594.000000 Penalty: 5887.432617
	Iteration 6Q: 3 clusters Score -1.982859e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 93685 members 
Entering Unmasked Estep 
Score: -19833286.000000 Penalty: 5887.432617
	Iteration 7F: 3 clusters Score -1.983329e+07 nChanged 9355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 102828 members 
Entering Unmasked Estep 
Score: -19840100.000000 Penalty: 5887.432617
	Iteration 8F: 3 clusters Score -1.98401e+07 nChanged 10423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 113153 members 
Entering Unmasked Estep 
Score: -19848688.000000 Penalty: 5887.432617
	Iteration 9F: 3 clusters Score -1.984869e+07 nChanged 10127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 123232 members 
Entering Unmasked Estep 
Score: -19856966.000000 Penalty: 5887.432617
	Iteration 10F: 3 clusters Score -1.985697e+07 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 131263 members 
Entering Unmasked Estep 
Score: -19863276.000000 Penalty: 5887.432617
	Iteration 11F: 3 clusters Score -1.986328e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 136466 members 
Entering Unmasked Estep 
Score: -19867002.000000 Penalty: 5887.432617
	Iteration 12Q: 3 clusters Score -1.9867e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 139515 members 
Entering Unmasked Estep 
Score: -19869112.000000 Penalty: 5887.432617
	Iteration 13Q: 3 clusters Score -1.986911e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 141058 members 
Entering Unmasked Estep 
Score: -19870316.000000 Penalty: 5887.432617
	Iteration 14Q: 3 clusters Score -1.987032e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 141773 members 
Entering Unmasked Estep 
Score: -19870874.000000 Penalty: 5887.432617
	Iteration 15Q: 3 clusters Score -1.987087e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 142079 members 
Entering Unmasked Estep 
Score: -19871078.000000 Penalty: 5887.432617
	Iteration 16Q: 3 clusters Score -1.987108e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 142230 members 
Entering Unmasked Estep 
Score: -19871258.000000 Penalty: 5887.432617
	Iteration 17Q: 3 clusters Score -1.987126e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 142314 members 
Entering Unmasked Estep 
Score: -19871358.000000 Penalty: 5887.432617
	Iteration 18Q: 3 clusters Score -1.987136e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 142360 members 
Entering Unmasked Estep 
Score: -19871422.000000 Penalty: 5887.432617
	Iteration 19Q: 3 clusters Score -1.987142e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 142393 members 
Entering Unmasked Estep 
Score: -19871452.000000 Penalty: 5887.432617
	Iteration 20F: 3 clusters Score -1.987145e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 142426 members 
Entering Unmasked Estep 
Score: -19871480.000000 Penalty: 5887.432617
	Iteration 21Q: 3 clusters Score -1.987148e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 142453 members 
Entering Unmasked Estep 
Score: -19871504.000000 Penalty: 5887.432617
	Iteration 22Q: 3 clusters Score -1.98715e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 142467 members 
Entering Unmasked Estep 
Score: -19871516.000000 Penalty: 5887.432617
	Iteration 23Q: 3 clusters Score -1.987152e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 142474 members 
Entering Unmasked Estep 
Score: -19871516.000000 Penalty: 5887.432617
	Iteration 24Q: 3 clusters Score -1.987152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 142484 members 
Entering Unmasked Estep 
Score: -19871532.000000 Penalty: 5887.432617
	Iteration 25Q: 3 clusters Score -1.987153e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 142489 members 
Entering Unmasked Estep 
Score: -19871538.000000 Penalty: 5887.432617
	Iteration 26Q: 3 clusters Score -1.987154e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 142496 members 
Entering Unmasked Estep 
Score: -19871550.000000 Penalty: 5887.432617
	Iteration 27Q: 3 clusters Score -1.987155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 142497 members 
Entering Unmasked Estep 
Score: -19871556.000000 Penalty: 5887.432617
	Iteration 28Q: 3 clusters Score -1.987156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 142498 members 
Entering Unmasked Estep 
Score: -19871560.000000 Penalty: 5887.432617
	Iteration 29Q: 3 clusters Score -1.987156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 142498 members 
Entering Unmasked Estep 
Score: -19871560.000000 Penalty: 5887.432617
	Iteration 30F: 3 clusters Score -1.987156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Entering Unmasked Estep 
Score: -4114439.500000 Penalty: 2560.817139
	Iteration 0F: 2 clusters Score -4114440 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 15267 members 
Entering Unmasked Estep 
Score: -4093565.250000 Penalty: 5121.634277
	Iteration 0F: 3 clusters Score -4093565 nChanged 13692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -4101148.000000 Penalty: 5121.634277
	Iteration 1F: 3 clusters Score -4101148 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -4101917.750000 Penalty: 5121.634277
	Iteration 2F: 3 clusters Score -4101918 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -4102864.000000 Penalty: 5121.634277
	Iteration 3F: 3 clusters Score -4102864 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -4103928.750000 Penalty: 5121.634277
	Iteration 4F: 3 clusters Score -4103929 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -4104966.250000 Penalty: 5121.634277
	Iteration 5F: 3 clusters Score -4104966 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -4106016.500000 Penalty: 5121.634277
	Iteration 6F: 3 clusters Score -4106016 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -4107048.000000 Penalty: 5121.634277
	Iteration 7F: 3 clusters Score -4107048 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -4108137.250000 Penalty: 5121.634277
	Iteration 8F: 3 clusters Score -4108137 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -4109244.750000 Penalty: 5121.634277
	Iteration 9Q: 3 clusters Score -4109245 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -4110277.500000 Penalty: 5121.634277
	Iteration 10Q: 3 clusters Score -4110278 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -4111182.000000 Penalty: 5121.634277
	Iteration 11Q: 3 clusters Score -4111182 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -4111845.750000 Penalty: 5121.634277
	Iteration 12Q: 3 clusters Score -4111846 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -4112370.250000 Penalty: 5121.634277
	Iteration 13Q: 3 clusters Score -4112370 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -4112729.000000 Penalty: 5121.634277
	Iteration 14Q: 3 clusters Score -4112729 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -4113031.250000 Penalty: 5121.634277
	Iteration 15Q: 3 clusters Score -4113031 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -4113207.750000 Penalty: 5121.634277
	Iteration 16Q: 3 clusters Score -4113208 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -4113378.750000 Penalty: 5121.634277
	Iteration 17Q: 3 clusters Score -4113379 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -4113505.250000 Penalty: 5121.634277
	Iteration 18Q: 3 clusters Score -4113505 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -4113595.500000 Penalty: 5121.634277
	Iteration 19Q: 3 clusters Score -4113596 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -4113687.500000 Penalty: 5121.634277
	Iteration 20F: 3 clusters Score -4113688 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -4113754.000000 Penalty: 5121.634277
	Iteration 21Q: 3 clusters Score -4113754 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -4113812.750000 Penalty: 5121.634277
	Iteration 22Q: 3 clusters Score -4113813 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -4113849.750000 Penalty: 5121.634277
	Iteration 23Q: 3 clusters Score -4113850 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -4113869.750000 Penalty: 5121.634277
	Iteration 24Q: 3 clusters Score -4113870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -4113887.750000 Penalty: 5121.634277
	Iteration 25Q: 3 clusters Score -4113888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -4113896.000000 Penalty: 5121.634277
	Iteration 26Q: 3 clusters Score -4113896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -4113906.250000 Penalty: 5121.634277
	Iteration 27Q: 3 clusters Score -4113906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -4113910.750000 Penalty: 5121.634277
	Iteration 28Q: 3 clusters Score -4113911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -4113921.000000 Penalty: 5121.634277
	Iteration 29Q: 3 clusters Score -4113921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -4113921.000000 Penalty: 5121.634277
	Iteration 30Q: 3 clusters Score -4113921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -4113932.250000 Penalty: 5121.634277
	Iteration 31Q: 3 clusters Score -4113932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -4113937.500000 Penalty: 5121.634277
	Iteration 32Q: 3 clusters Score -4113938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -4113950.500000 Penalty: 5121.634277
	Iteration 33Q: 3 clusters Score -4113950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -4113949.000000 Penalty: 5121.634277
	Iteration 34Q: 3 clusters Score -4113949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -4113957.250000 Penalty: 5121.634277
	Iteration 35Q: 3 clusters Score -4113957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -4113960.000000 Penalty: 5121.634277
	Iteration 36Q: 3 clusters Score -4113960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -4113961.500000 Penalty: 5121.634277
	Iteration 37Q: 3 clusters Score -4113962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -4113960.750000 Penalty: 5121.634277
	Iteration 38Q: 3 clusters Score -4113961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -4113970.000000 Penalty: 5121.634277
	Iteration 39Q: 3 clusters Score -4113970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -4113972.750000 Penalty: 5121.634277
	Iteration 40F: 3 clusters Score -4113973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -4113973.250000 Penalty: 5121.634277
	Iteration 41Q: 3 clusters Score -4113973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -4113975.750000 Penalty: 5121.634277
	Iteration 42Q: 3 clusters Score -4113976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -4113975.250000 Penalty: 5121.634277
	Iteration 43Q: 3 clusters Score -4113975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -4113975.250000 Penalty: 5121.634277
	Iteration 44F: 3 clusters Score -4113975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Entering Unmasked Estep 
Score: -1082864.875000 Penalty: 2224.667236
	Iteration 0F: 2 clusters Score -1082865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1076608.000000 Penalty: 4449.334473
	Iteration 0F: 3 clusters Score -1076608 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1078263.500000 Penalty: 4449.334473
	Iteration 1F: 3 clusters Score -1078264 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1078541.250000 Penalty: 4449.334473
	Iteration 2F: 3 clusters Score -1078541 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1078748.750000 Penalty: 4449.334473
	Iteration 3F: 3 clusters Score -1078749 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1078922.375000 Penalty: 4449.334473
	Iteration 4Q: 3 clusters Score -1078922 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1079070.875000 Penalty: 4449.334473
	Iteration 5Q: 3 clusters Score -1079071 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1079196.000000 Penalty: 4449.334473
	Iteration 6Q: 3 clusters Score -1079196 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1079319.250000 Penalty: 4449.334473
	Iteration 7Q: 3 clusters Score -1079319 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1079445.875000 Penalty: 4449.334473
	Iteration 8Q: 3 clusters Score -1079446 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1079576.875000 Penalty: 4449.334473
	Iteration 9Q: 3 clusters Score -1079577 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1079691.500000 Penalty: 4449.334473
	Iteration 10Q: 3 clusters Score -1079692 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1079811.125000 Penalty: 4449.334473
	Iteration 11Q: 3 clusters Score -1079811 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1079942.500000 Penalty: 4449.334473
	Iteration 12Q: 3 clusters Score -1079942 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1080069.875000 Penalty: 4449.334473
	Iteration 13Q: 3 clusters Score -1080070 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1080228.000000 Penalty: 4449.334473
	Iteration 14Q: 3 clusters Score -1080228 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1080375.250000 Penalty: 4449.334473
	Iteration 15Q: 3 clusters Score -1080375 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1080495.500000 Penalty: 4449.334473
	Iteration 16Q: 3 clusters Score -1080496 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1080561.000000 Penalty: 4449.334473
	Iteration 17Q: 3 clusters Score -1080561 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1080604.500000 Penalty: 4449.334473
	Iteration 18Q: 3 clusters Score -1080604 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1080631.250000 Penalty: 4449.334473
	Iteration 19Q: 3 clusters Score -1080631 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1080648.875000 Penalty: 4449.334473
	Iteration 20F: 3 clusters Score -1080649 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1080656.875000 Penalty: 4449.334473
	Iteration 21Q: 3 clusters Score -1080657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1080662.500000 Penalty: 4449.334473
	Iteration 22Q: 3 clusters Score -1080662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1080671.875000 Penalty: 4449.334473
	Iteration 23Q: 3 clusters Score -1080672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1080672.875000 Penalty: 4449.334473
	Iteration 24Q: 3 clusters Score -1080673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1080671.875000 Penalty: 4449.334473
	Iteration 25Q: 3 clusters Score -1080672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1080675.250000 Penalty: 4449.334473
	Iteration 26Q: 3 clusters Score -1080675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1080676.125000 Penalty: 4449.334473
	Iteration 27Q: 3 clusters Score -1080676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1080677.500000 Penalty: 4449.334473
	Iteration 28Q: 3 clusters Score -1080678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1080677.500000 Penalty: 4449.334473
	Iteration 29F: 3 clusters Score -1080678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -126737.164062 Penalty: 1708.871094
	Iteration 0F: 2 clusters Score -126737.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -124856.085938 Penalty: 3417.742188
	Iteration 0F: 3 clusters Score -124856.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -125187.429688 Penalty: 3417.742188
	Iteration 1F: 3 clusters Score -125187.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -125300.015625 Penalty: 3417.742188
	Iteration 2F: 3 clusters Score -125300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -125404.578125 Penalty: 3417.742188
	Iteration 3Q: 3 clusters Score -125404.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -125534.390625 Penalty: 3417.742188
	Iteration 4F: 3 clusters Score -125534.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -125763.726562 Penalty: 3417.742188
	Iteration 5F: 3 clusters Score -125763.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -126110.578125 Penalty: 3417.742188
	Iteration 6F: 3 clusters Score -126110.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -126394.937500 Penalty: 3417.742188
	Iteration 7F: 3 clusters Score -126394.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -126529.429688 Penalty: 3417.742188
	Iteration 8Q: 3 clusters Score -126529.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -126555.398438 Penalty: 3417.742188
	Iteration 9Q: 3 clusters Score -126555.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -126573.031250 Penalty: 3417.742188
	Iteration 10Q: 3 clusters Score -126573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -126583.625000 Penalty: 3417.742188
	Iteration 11Q: 3 clusters Score -126583.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -126585.101562 Penalty: 3417.742188
	Iteration 12Q: 3 clusters Score -126585.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -126585.101562 Penalty: 3417.742188
	Iteration 13F: 3 clusters Score -126585.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (166055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166055 members 
Entering Unmasked Estep 
Score: -23048208.000000 Penalty: 2980.978271
	Iteration 0F: 2 clusters Score -2.304821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83074 members 
Mstep: Class 2 contains 82981 members 
Entering Unmasked Estep 
Score: -22942884.000000 Penalty: 5961.956543
	Iteration 0F: 3 clusters Score -2.294288e+07 nChanged 79521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82473 members 
Mstep: Class 2 contains 83582 members 
Entering Unmasked Estep 
Score: -22988594.000000 Penalty: 5961.956543
	Iteration 1F: 3 clusters Score -2.298859e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82034 members 
Mstep: Class 2 contains 84021 members 
Entering Unmasked Estep 
Score: -22989312.000000 Penalty: 5961.956543
	Iteration 2Q: 3 clusters Score -2.298931e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81399 members 
Mstep: Class 2 contains 84656 members 
Entering Unmasked Estep 
Score: -22990022.000000 Penalty: 5961.956543
	Iteration 3Q: 3 clusters Score -2.299002e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80333 members 
Mstep: Class 2 contains 85722 members 
Entering Unmasked Estep 
Score: -22990658.000000 Penalty: 5961.956543
	Iteration 4Q: 3 clusters Score -2.299066e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78763 members 
Mstep: Class 2 contains 87292 members 
Entering Unmasked Estep 
Score: -22991608.000000 Penalty: 5961.956543
	Iteration 5Q: 3 clusters Score -2.299161e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76388 members 
Mstep: Class 2 contains 89667 members 
Entering Unmasked Estep 
Score: -22993210.000000 Penalty: 5961.956543
	Iteration 6Q: 3 clusters Score -2.299321e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72821 members 
Mstep: Class 2 contains 93234 members 
Entering Unmasked Estep 
Score: -22995972.000000 Penalty: 5961.956543
	Iteration 7Q: 3 clusters Score -2.299597e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67774 members 
Mstep: Class 2 contains 98281 members 
Entering Unmasked Estep 
Score: -23001074.000000 Penalty: 5961.956543
	Iteration 8F: 3 clusters Score -2.300107e+07 nChanged 11273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60997 members 
Mstep: Class 2 contains 105058 members 
Entering Unmasked Estep 
Score: -23008224.000000 Penalty: 5961.956543
	Iteration 9F: 3 clusters Score -2.300822e+07 nChanged 12215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 113337 members 
Entering Unmasked Estep 
Score: -23016910.000000 Penalty: 5961.956543
	Iteration 10F: 3 clusters Score -2.301691e+07 nChanged 11791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 122394 members 
Entering Unmasked Estep 
Score: -23026358.000000 Penalty: 5961.956543
	Iteration 11F: 3 clusters Score -2.302636e+07 nChanged 9556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 130434 members 
Entering Unmasked Estep 
Score: -23034286.000000 Penalty: 5961.956543
	Iteration 12F: 3 clusters Score -2.303429e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 136664 members 
Entering Unmasked Estep 
Score: -23039502.000000 Penalty: 5961.956543
	Iteration 13Q: 3 clusters Score -2.30395e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 141467 members 
Entering Unmasked Estep 
Score: -23041870.000000 Penalty: 5961.956543
	Iteration 14Q: 3 clusters Score -2.304187e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 145356 members 
Entering Unmasked Estep 
Score: -23043054.000000 Penalty: 5961.956543
	Iteration 15Q: 3 clusters Score -2.304305e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 148541 members 
Entering Unmasked Estep 
Score: -23044150.000000 Penalty: 5961.956543
	Iteration 16Q: 3 clusters Score -2.304415e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 151079 members 
Entering Unmasked Estep 
Score: -23044786.000000 Penalty: 5961.956543
	Iteration 17Q: 3 clusters Score -2.304479e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 153150 members 
Entering Unmasked Estep 
Score: -23045110.000000 Penalty: 5961.956543
	Iteration 18Q: 3 clusters Score -2.304511e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 154837 members 
Entering Unmasked Estep 
Score: -23045394.000000 Penalty: 5961.956543
	Iteration 19Q: 3 clusters Score -2.304539e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 156303 members 
Entering Unmasked Estep 
Score: -23045640.000000 Penalty: 5961.956543
	Iteration 20F: 3 clusters Score -2.304564e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 157493 members 
Entering Unmasked Estep 
Score: -23045750.000000 Penalty: 5961.956543
	Iteration 21Q: 3 clusters Score -2.304575e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 158482 members 
Entering Unmasked Estep 
Score: -23045936.000000 Penalty: 5961.956543
	Iteration 22Q: 3 clusters Score -2.304594e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 159268 members 
Entering Unmasked Estep 
Score: -23046014.000000 Penalty: 5961.956543
	Iteration 23Q: 3 clusters Score -2.304601e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 159929 members 
Entering Unmasked Estep 
Score: -23046078.000000 Penalty: 5961.956543
	Iteration 24Q: 3 clusters Score -2.304608e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 160482 members 
Entering Unmasked Estep 
Score: -23046078.000000 Penalty: 5961.956543
	Iteration 25Q: 3 clusters Score -2.304608e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 160958 members 
Entering Unmasked Estep 
Score: -23046092.000000 Penalty: 5961.956543
	Iteration 26Q: 3 clusters Score -2.304609e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 161351 members 
Entering Unmasked Estep 
Score: -23046068.000000 Penalty: 5961.956543
	Iteration 27Q: 3 clusters Score -2.304607e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 161701 members 
Entering Unmasked Estep 
Score: -23046054.000000 Penalty: 5961.956543
	Iteration 28Q: 3 clusters Score -2.304605e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 162035 members 
Entering Unmasked Estep 
Score: -23046030.000000 Penalty: 5961.956543
	Iteration 29Q: 3 clusters Score -2.304603e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 162317 members 
Entering Unmasked Estep 
Score: -23046076.000000 Penalty: 5961.956543
	Iteration 30Q: 3 clusters Score -2.304608e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 162588 members 
Entering Unmasked Estep 
Score: -23046030.000000 Penalty: 5961.956543
	Iteration 31Q: 3 clusters Score -2.304603e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 162820 members 
Entering Unmasked Estep 
Score: -23046006.000000 Penalty: 5961.956543
	Iteration 32Q: 3 clusters Score -2.304601e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 163012 members 
Entering Unmasked Estep 
Score: -23045962.000000 Penalty: 5961.956543
	Iteration 33Q: 3 clusters Score -2.304596e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 163174 members 
Entering Unmasked Estep 
Score: -23046032.000000 Penalty: 5961.956543
	Iteration 34Q: 3 clusters Score -2.304603e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 163317 members 
Entering Unmasked Estep 
Score: -23046020.000000 Penalty: 5961.956543
	Iteration 35Q: 3 clusters Score -2.304602e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 163439 members 
Entering Unmasked Estep 
Score: -23046024.000000 Penalty: 5961.956543
	Iteration 36Q: 3 clusters Score -2.304602e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 163552 members 
Entering Unmasked Estep 
Score: -23046008.000000 Penalty: 5961.956543
	Iteration 37Q: 3 clusters Score -2.304601e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 163654 members 
Entering Unmasked Estep 
Score: -23046000.000000 Penalty: 5961.956543
	Iteration 38Q: 3 clusters Score -2.3046e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 163753 members 
Entering Unmasked Estep 
Score: -23046032.000000 Penalty: 5961.956543
	Iteration 39Q: 3 clusters Score -2.304603e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 163846 members 
Entering Unmasked Estep 
Score: -23046024.000000 Penalty: 5961.956543
	Iteration 40F: 3 clusters Score -2.304602e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 163927 members 
Entering Unmasked Estep 
Score: -23046058.000000 Penalty: 5961.956543
	Iteration 41Q: 3 clusters Score -2.304606e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 164002 members 
Entering Unmasked Estep 
Score: -23046068.000000 Penalty: 5961.956543
	Iteration 42Q: 3 clusters Score -2.304607e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 164075 members 
Entering Unmasked Estep 
Score: -23046036.000000 Penalty: 5961.956543
	Iteration 43Q: 3 clusters Score -2.304604e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 164140 members 
Entering Unmasked Estep 
Score: -23046038.000000 Penalty: 5961.956543
	Iteration 44Q: 3 clusters Score -2.304604e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 164189 members 
Entering Unmasked Estep 
Score: -23046034.000000 Penalty: 5961.956543
	Iteration 45Q: 3 clusters Score -2.304603e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 164241 members 
Entering Unmasked Estep 
Score: -23046048.000000 Penalty: 5961.956543
	Iteration 46Q: 3 clusters Score -2.304605e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 164288 members 
Entering Unmasked Estep 
Score: -23046076.000000 Penalty: 5961.956543
	Iteration 47Q: 3 clusters Score -2.304608e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 164324 members 
Entering Unmasked Estep 
Score: -23046098.000000 Penalty: 5961.956543
	Iteration 48Q: 3 clusters Score -2.30461e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 164352 members 
Entering Unmasked Estep 
Score: -23046084.000000 Penalty: 5961.956543
	Iteration 49Q: 3 clusters Score -2.304608e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 164387 members 
Entering Unmasked Estep 
Score: -23046118.000000 Penalty: 5961.956543
	Iteration 50Q: 3 clusters Score -2.304612e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 164416 members 
Entering Unmasked Estep 
Score: -23046108.000000 Penalty: 5961.956543
	Iteration 51Q: 3 clusters Score -2.304611e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 164442 members 
Entering Unmasked Estep 
Score: -23046088.000000 Penalty: 5961.956543
	Iteration 52Q: 3 clusters Score -2.304609e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 164464 members 
Entering Unmasked Estep 
Score: -23046094.000000 Penalty: 5961.956543
	Iteration 53Q: 3 clusters Score -2.304609e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 164486 members 
Entering Unmasked Estep 
Score: -23046122.000000 Penalty: 5961.956543
	Iteration 54Q: 3 clusters Score -2.304612e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 164504 members 
Entering Unmasked Estep 
Score: -23046112.000000 Penalty: 5961.956543
	Iteration 55Q: 3 clusters Score -2.304611e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 164524 members 
Entering Unmasked Estep 
Score: -23046102.000000 Penalty: 5961.956543
	Iteration 56Q: 3 clusters Score -2.30461e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 164545 members 
Entering Unmasked Estep 
Score: -23046098.000000 Penalty: 5961.956543
	Iteration 57Q: 3 clusters Score -2.30461e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 164569 members 
Entering Unmasked Estep 
Score: -23046088.000000 Penalty: 5961.956543
	Iteration 58Q: 3 clusters Score -2.304609e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 164584 members 
Entering Unmasked Estep 
Score: -23046116.000000 Penalty: 5961.956543
	Iteration 59Q: 3 clusters Score -2.304612e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 164605 members 
Entering Unmasked Estep 
Score: -23046120.000000 Penalty: 5961.956543
	Iteration 60F: 3 clusters Score -2.304612e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 164616 members 
Entering Unmasked Estep 
Score: -23046106.000000 Penalty: 5961.956543
	Iteration 61Q: 3 clusters Score -2.304611e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 164631 members 
Entering Unmasked Estep 
Score: -23046078.000000 Penalty: 5961.956543
	Iteration 62Q: 3 clusters Score -2.304608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 164647 members 
Entering Unmasked Estep 
Score: -23046082.000000 Penalty: 5961.956543
	Iteration 63Q: 3 clusters Score -2.304608e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 164667 members 
Entering Unmasked Estep 
Score: -23046086.000000 Penalty: 5961.956543
	Iteration 64Q: 3 clusters Score -2.304609e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 164687 members 
Entering Unmasked Estep 
Score: -23046106.000000 Penalty: 5961.956543
	Iteration 65Q: 3 clusters Score -2.304611e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 164710 members 
Entering Unmasked Estep 
Score: -23046096.000000 Penalty: 5961.956543
	Iteration 66Q: 3 clusters Score -2.30461e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 164732 members 
Entering Unmasked Estep 
Score: -23046110.000000 Penalty: 5961.956543
	Iteration 67Q: 3 clusters Score -2.304611e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 164755 members 
Entering Unmasked Estep 
Score: -23046112.000000 Penalty: 5961.956543
	Iteration 68Q: 3 clusters Score -2.304611e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 164781 members 
Entering Unmasked Estep 
Score: -23046114.000000 Penalty: 5961.956543
	Iteration 69Q: 3 clusters Score -2.304611e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 164799 members 
Entering Unmasked Estep 
Score: -23046120.000000 Penalty: 5961.956543
	Iteration 70Q: 3 clusters Score -2.304612e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 164822 members 
Entering Unmasked Estep 
Score: -23046122.000000 Penalty: 5961.956543
	Iteration 71Q: 3 clusters Score -2.304612e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 164841 members 
Entering Unmasked Estep 
Score: -23046102.000000 Penalty: 5961.956543
	Iteration 72Q: 3 clusters Score -2.30461e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 164854 members 
Entering Unmasked Estep 
Score: -23046114.000000 Penalty: 5961.956543
	Iteration 73Q: 3 clusters Score -2.304611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 164865 members 
Entering Unmasked Estep 
Score: -23046116.000000 Penalty: 5961.956543
	Iteration 74Q: 3 clusters Score -2.304612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 164871 members 
Entering Unmasked Estep 
Score: -23046120.000000 Penalty: 5961.956543
	Iteration 75Q: 3 clusters Score -2.304612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 164878 members 
Entering Unmasked Estep 
Score: -23046130.000000 Penalty: 5961.956543
	Iteration 76Q: 3 clusters Score -2.304613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 164887 members 
Entering Unmasked Estep 
Score: -23046110.000000 Penalty: 5961.956543
	Iteration 77Q: 3 clusters Score -2.304611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 164891 members 
Entering Unmasked Estep 
Score: -23046104.000000 Penalty: 5961.956543
	Iteration 78Q: 3 clusters Score -2.30461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 164897 members 
Entering Unmasked Estep 
Score: -23046092.000000 Penalty: 5961.956543
	Iteration 79Q: 3 clusters Score -2.304609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 164903 members 
Entering Unmasked Estep 
Score: -23046086.000000 Penalty: 5961.956543
	Iteration 80F: 3 clusters Score -2.304609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 164911 members 
Entering Unmasked Estep 
Score: -23046072.000000 Penalty: 5961.956543
	Iteration 81Q: 3 clusters Score -2.304607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 164917 members 
Entering Unmasked Estep 
Score: -23046082.000000 Penalty: 5961.956543
	Iteration 82Q: 3 clusters Score -2.304608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 164927 members 
Entering Unmasked Estep 
Score: -23046088.000000 Penalty: 5961.956543
	Iteration 83Q: 3 clusters Score -2.304609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 164936 members 
Entering Unmasked Estep 
Score: -23046082.000000 Penalty: 5961.956543
	Iteration 84Q: 3 clusters Score -2.304608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 164947 members 
Entering Unmasked Estep 
Score: -23046084.000000 Penalty: 5961.956543
	Iteration 85Q: 3 clusters Score -2.304608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 164953 members 
Entering Unmasked Estep 
Score: -23046080.000000 Penalty: 5961.956543
	Iteration 86Q: 3 clusters Score -2.304608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 164959 members 
Entering Unmasked Estep 
Score: -23046084.000000 Penalty: 5961.956543
	Iteration 87Q: 3 clusters Score -2.304608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 164963 members 
Entering Unmasked Estep 
Score: -23046106.000000 Penalty: 5961.956543
	Iteration 88Q: 3 clusters Score -2.304611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 164966 members 
Entering Unmasked Estep 
Score: -23046098.000000 Penalty: 5961.956543
	Iteration 89Q: 3 clusters Score -2.30461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 164969 members 
Entering Unmasked Estep 
Score: -23046100.000000 Penalty: 5961.956543
	Iteration 90Q: 3 clusters Score -2.30461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 164971 members 
Entering Unmasked Estep 
Score: -23046106.000000 Penalty: 5961.956543
	Iteration 91Q: 3 clusters Score -2.304611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 164974 members 
Entering Unmasked Estep 
Score: -23046098.000000 Penalty: 5961.956543
	Iteration 92Q: 3 clusters Score -2.30461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 164976 members 
Entering Unmasked Estep 
Score: -23046100.000000 Penalty: 5961.956543
	Iteration 93Q: 3 clusters Score -2.30461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 164977 members 
Entering Unmasked Estep 
Score: -23046104.000000 Penalty: 5961.956543
	Iteration 94Q: 3 clusters Score -2.30461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 164978 members 
Entering Unmasked Estep 
Score: -23046106.000000 Penalty: 5961.956543
	Iteration 95Q: 3 clusters Score -2.304611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 164980 members 
Entering Unmasked Estep 
Score: -23046092.000000 Penalty: 5961.956543
	Iteration 96Q: 3 clusters Score -2.304609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 164980 members 
Entering Unmasked Estep 
Score: -23046092.000000 Penalty: 5961.956543
	Iteration 97F: 3 clusters Score -2.304609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -65575.898438 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -65575.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64051.425781 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -64051.43 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -64276.636719 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -64276.64 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -64422.507812 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -64422.51 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -64679.738281 Penalty: 3111.347168
	Iteration 3F: 3 clusters Score -64679.74 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -65082.253906 Penalty: 3111.347168
	Iteration 4F: 3 clusters Score -65082.25 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -65526.968750 Penalty: 3111.347168
	Iteration 5F: 3 clusters Score -65526.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -65756.835938 Penalty: 3111.347168
	Iteration 6F: 3 clusters Score -65756.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -65837.132812 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -65837.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -65842.382812 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -65842.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -65842.382812 Penalty: 3111.347168
	Iteration 9F: 3 clusters Score -65842.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 151341 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54447 members 
Mstep: Class 5 contains 8381 members 
Mstep: Class 6 contains 49582 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 34766 members 
Mstep: Class 9 contains 41860 members 
Mstep: Class 10 contains 14018 members 
Mstep: Class 11 contains 36136 members 
Mstep: Class 12 contains 51252 members 
Mstep: Class 13 contains 388 members 
Mstep: Class 14 contains 84379 members 
Mstep: Class 15 contains 38453 members 
Mstep: Class 16 contains 68917 members 
Mstep: Class 17 contains 142889 members 
Mstep: Class 18 contains 30512 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 166055 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18123 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5589 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
Score: -142943616.000000 Penalty: 103175.226562
Splitting cluster 22 changes total score from -142945232.000000 to -142943616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -357480.406250 Penalty: 1960.366577
	Iteration 0F: 2 clusters Score -357480.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -354398.062500 Penalty: 3920.733154
	Iteration 0F: 3 clusters Score -354398.1 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -355085.093750 Penalty: 3920.733154
	Iteration 1F: 3 clusters Score -355085.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -355424.562500 Penalty: 3920.733154
	Iteration 2F: 3 clusters Score -355424.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -355779.031250 Penalty: 3920.733154
	Iteration 3F: 3 clusters Score -355779 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -356037.281250 Penalty: 3920.733154
	Iteration 4F: 3 clusters Score -356037.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -356211.187500 Penalty: 3920.733154
	Iteration 5F: 3 clusters Score -356211.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -356339.093750 Penalty: 3920.733154
	Iteration 6Q: 3 clusters Score -356339.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -356439.125000 Penalty: 3920.733154
	Iteration 7Q: 3 clusters Score -356439.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -356526.625000 Penalty: 3920.733154
	Iteration 8Q: 3 clusters Score -356526.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -356649.718750 Penalty: 3920.733154
	Iteration 9Q: 3 clusters Score -356649.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -356767.562500 Penalty: 3920.733154
	Iteration 10Q: 3 clusters Score -356767.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -356818.750000 Penalty: 3920.733154
	Iteration 11Q: 3 clusters Score -356818.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -356843.593750 Penalty: 3920.733154
	Iteration 12Q: 3 clusters Score -356843.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -356863.687500 Penalty: 3920.733154
	Iteration 13Q: 3 clusters Score -356863.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -356879.718750 Penalty: 3920.733154
	Iteration 14Q: 3 clusters Score -356879.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -356889.750000 Penalty: 3920.733154
	Iteration 15Q: 3 clusters Score -356889.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -356893.875000 Penalty: 3920.733154
	Iteration 16Q: 3 clusters Score -356893.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -356896.437500 Penalty: 3920.733154
	Iteration 17Q: 3 clusters Score -356896.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -356897.937500 Penalty: 3920.733154
	Iteration 18Q: 3 clusters Score -356897.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -356898.687500 Penalty: 3920.733154
	Iteration 19Q: 3 clusters Score -356898.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -356899.687500 Penalty: 3920.733154
	Iteration 20F: 3 clusters Score -356899.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Entering Unmasked Estep 
Score: -2477829.000000 Penalty: 2431.624512
	Iteration 0F: 2 clusters Score -2477829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2464907.750000 Penalty: 4863.249023
	Iteration 0F: 3 clusters Score -2464908 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2469307.750000 Penalty: 4863.249023
	Iteration 1F: 3 clusters Score -2469308 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2469857.000000 Penalty: 4863.249023
	Iteration 2F: 3 clusters Score -2469857 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2470346.750000 Penalty: 4863.249023
	Iteration 3F: 3 clusters Score -2470347 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2470751.000000 Penalty: 4863.249023
	Iteration 4Q: 3 clusters Score -2470751 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2471105.250000 Penalty: 4863.249023
	Iteration 5Q: 3 clusters Score -2471105 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2471397.250000 Penalty: 4863.249023
	Iteration 6Q: 3 clusters Score -2471397 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2471674.000000 Penalty: 4863.249023
	Iteration 7Q: 3 clusters Score -2471674 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2471962.750000 Penalty: 4863.249023
	Iteration 8Q: 3 clusters Score -2471963 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2472282.250000 Penalty: 4863.249023
	Iteration 9Q: 3 clusters Score -2472282 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2472593.250000 Penalty: 4863.249023
	Iteration 10Q: 3 clusters Score -2472593 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2472916.500000 Penalty: 4863.249023
	Iteration 11Q: 3 clusters Score -2472916 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2473242.750000 Penalty: 4863.249023
	Iteration 12Q: 3 clusters Score -2473243 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2473560.250000 Penalty: 4863.249023
	Iteration 13Q: 3 clusters Score -2473560 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2473874.750000 Penalty: 4863.249023
	Iteration 14Q: 3 clusters Score -2473875 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2474163.250000 Penalty: 4863.249023
	Iteration 15Q: 3 clusters Score -2474163 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2474427.500000 Penalty: 4863.249023
	Iteration 16Q: 3 clusters Score -2474428 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2474733.250000 Penalty: 4863.249023
	Iteration 17Q: 3 clusters Score -2474733 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2475020.750000 Penalty: 4863.249023
	Iteration 18Q: 3 clusters Score -2475021 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2475231.500000 Penalty: 4863.249023
	Iteration 19Q: 3 clusters Score -2475232 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2475411.500000 Penalty: 4863.249023
	Iteration 20F: 3 clusters Score -2475412 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2475507.500000 Penalty: 4863.249023
	Iteration 21Q: 3 clusters Score -2475508 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2475570.500000 Penalty: 4863.249023
	Iteration 22Q: 3 clusters Score -2475570 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2475616.750000 Penalty: 4863.249023
	Iteration 23Q: 3 clusters Score -2475617 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2475656.250000 Penalty: 4863.249023
	Iteration 24Q: 3 clusters Score -2475656 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2475697.500000 Penalty: 4863.249023
	Iteration 25Q: 3 clusters Score -2475698 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2475722.750000 Penalty: 4863.249023
	Iteration 26Q: 3 clusters Score -2475723 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2475743.250000 Penalty: 4863.249023
	Iteration 27Q: 3 clusters Score -2475743 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2475756.500000 Penalty: 4863.249023
	Iteration 28Q: 3 clusters Score -2475756 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2475775.500000 Penalty: 4863.249023
	Iteration 29Q: 3 clusters Score -2475776 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2475791.750000 Penalty: 4863.249023
	Iteration 30Q: 3 clusters Score -2475792 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2475805.500000 Penalty: 4863.249023
	Iteration 31Q: 3 clusters Score -2475806 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2475805.000000 Penalty: 4863.249023
	Iteration 32Q: 3 clusters Score -2475805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2475816.250000 Penalty: 4863.249023
	Iteration 33Q: 3 clusters Score -2475816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2475816.250000 Penalty: 4863.249023
	Iteration 34Q: 3 clusters Score -2475816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2475822.500000 Penalty: 4863.249023
	Iteration 35Q: 3 clusters Score -2475822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2475833.500000 Penalty: 4863.249023
	Iteration 36Q: 3 clusters Score -2475834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2475829.500000 Penalty: 4863.249023
	Iteration 37Q: 3 clusters Score -2475830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2475830.500000 Penalty: 4863.249023
	Iteration 38Q: 3 clusters Score -2475830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2475829.250000 Penalty: 4863.249023
	Iteration 39Q: 3 clusters Score -2475829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2475834.250000 Penalty: 4863.249023
	Iteration 40F: 3 clusters Score -2475834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2475831.750000 Penalty: 4863.249023
	Iteration 41Q: 3 clusters Score -2475832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2475835.250000 Penalty: 4863.249023
	Iteration 42Q: 3 clusters Score -2475835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2475844.250000 Penalty: 4863.249023
	Iteration 43Q: 3 clusters Score -2475844 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2475841.500000 Penalty: 4863.249023
	Iteration 44Q: 3 clusters Score -2475842 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2475849.250000 Penalty: 4863.249023
	Iteration 45Q: 3 clusters Score -2475849 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2475854.500000 Penalty: 4863.249023
	Iteration 46Q: 3 clusters Score -2475854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2475861.750000 Penalty: 4863.249023
	Iteration 47Q: 3 clusters Score -2475862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2475862.500000 Penalty: 4863.249023
	Iteration 48Q: 3 clusters Score -2475862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2475866.000000 Penalty: 4863.249023
	Iteration 49Q: 3 clusters Score -2475866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2475863.500000 Penalty: 4863.249023
	Iteration 50Q: 3 clusters Score -2475864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2475865.500000 Penalty: 4863.249023
	Iteration 51Q: 3 clusters Score -2475866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2475868.250000 Penalty: 4863.249023
	Iteration 52Q: 3 clusters Score -2475868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2475865.000000 Penalty: 4863.249023
	Iteration 53Q: 3 clusters Score -2475865 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2475878.000000 Penalty: 4863.249023
	Iteration 54Q: 3 clusters Score -2475878 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2475886.000000 Penalty: 4863.249023
	Iteration 55Q: 3 clusters Score -2475886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2475887.750000 Penalty: 4863.249023
	Iteration 56Q: 3 clusters Score -2475888 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2475894.250000 Penalty: 4863.249023
	Iteration 57Q: 3 clusters Score -2475894 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2475910.000000 Penalty: 4863.249023
	Iteration 58Q: 3 clusters Score -2475910 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2475928.250000 Penalty: 4863.249023
	Iteration 59Q: 3 clusters Score -2475928 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2475935.000000 Penalty: 4863.249023
	Iteration 60F: 3 clusters Score -2475935 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2475951.250000 Penalty: 4863.249023
	Iteration 61Q: 3 clusters Score -2475951 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2475964.000000 Penalty: 4863.249023
	Iteration 62Q: 3 clusters Score -2475964 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2475967.250000 Penalty: 4863.249023
	Iteration 63Q: 3 clusters Score -2475967 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2475985.500000 Penalty: 4863.249023
	Iteration 64Q: 3 clusters Score -2475986 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2475995.000000 Penalty: 4863.249023
	Iteration 65Q: 3 clusters Score -2475995 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2476000.250000 Penalty: 4863.249023
	Iteration 66Q: 3 clusters Score -2476000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2476005.750000 Penalty: 4863.249023
	Iteration 67Q: 3 clusters Score -2476006 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2476020.750000 Penalty: 4863.249023
	Iteration 68Q: 3 clusters Score -2476021 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2476031.000000 Penalty: 4863.249023
	Iteration 69Q: 3 clusters Score -2476031 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2476037.500000 Penalty: 4863.249023
	Iteration 70Q: 3 clusters Score -2476038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2476052.000000 Penalty: 4863.249023
	Iteration 71Q: 3 clusters Score -2476052 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2476051.250000 Penalty: 4863.249023
	Iteration 72Q: 3 clusters Score -2476051 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2476063.250000 Penalty: 4863.249023
	Iteration 73Q: 3 clusters Score -2476063 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2476073.500000 Penalty: 4863.249023
	Iteration 74Q: 3 clusters Score -2476074 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2476084.000000 Penalty: 4863.249023
	Iteration 75Q: 3 clusters Score -2476084 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2476091.250000 Penalty: 4863.249023
	Iteration 76Q: 3 clusters Score -2476091 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2476095.750000 Penalty: 4863.249023
	Iteration 77Q: 3 clusters Score -2476096 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2476104.750000 Penalty: 4863.249023
	Iteration 78Q: 3 clusters Score -2476105 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2476111.000000 Penalty: 4863.249023
	Iteration 79Q: 3 clusters Score -2476111 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2476119.250000 Penalty: 4863.249023
	Iteration 80F: 3 clusters Score -2476119 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2476123.000000 Penalty: 4863.249023
	Iteration 81Q: 3 clusters Score -2476123 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2476149.750000 Penalty: 4863.249023
	Iteration 82Q: 3 clusters Score -2476150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2476151.000000 Penalty: 4863.249023
	Iteration 83Q: 3 clusters Score -2476151 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2476159.000000 Penalty: 4863.249023
	Iteration 84Q: 3 clusters Score -2476159 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2476165.500000 Penalty: 4863.249023
	Iteration 85Q: 3 clusters Score -2476166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2476177.750000 Penalty: 4863.249023
	Iteration 86Q: 3 clusters Score -2476178 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2476190.500000 Penalty: 4863.249023
	Iteration 87Q: 3 clusters Score -2476190 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2476206.000000 Penalty: 4863.249023
	Iteration 88Q: 3 clusters Score -2476206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2476213.000000 Penalty: 4863.249023
	Iteration 89Q: 3 clusters Score -2476213 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2476226.000000 Penalty: 4863.249023
	Iteration 90Q: 3 clusters Score -2476226 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2476235.750000 Penalty: 4863.249023
	Iteration 91Q: 3 clusters Score -2476236 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2476246.000000 Penalty: 4863.249023
	Iteration 92Q: 3 clusters Score -2476246 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2476248.500000 Penalty: 4863.249023
	Iteration 93Q: 3 clusters Score -2476248 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2476265.750000 Penalty: 4863.249023
	Iteration 94Q: 3 clusters Score -2476266 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2476272.500000 Penalty: 4863.249023
	Iteration 95Q: 3 clusters Score -2476272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2476279.500000 Penalty: 4863.249023
	Iteration 96Q: 3 clusters Score -2476280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2476291.000000 Penalty: 4863.249023
	Iteration 97Q: 3 clusters Score -2476291 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2476291.750000 Penalty: 4863.249023
	Iteration 98Q: 3 clusters Score -2476292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2476301.750000 Penalty: 4863.249023
	Iteration 99Q: 3 clusters Score -2476302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2476307.250000 Penalty: 4863.249023
	Iteration 100F: 3 clusters Score -2476307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2476318.250000 Penalty: 4863.249023
	Iteration 101Q: 3 clusters Score -2476318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2476315.750000 Penalty: 4863.249023
	Iteration 102Q: 3 clusters Score -2476316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2476322.000000 Penalty: 4863.249023
	Iteration 103Q: 3 clusters Score -2476322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2476322.000000 Penalty: 4863.249023
	Iteration 104Q: 3 clusters Score -2476322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2476328.250000 Penalty: 4863.249023
	Iteration 105Q: 3 clusters Score -2476328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2476335.750000 Penalty: 4863.249023
	Iteration 106Q: 3 clusters Score -2476336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2476331.500000 Penalty: 4863.249023
	Iteration 107Q: 3 clusters Score -2476332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2476334.250000 Penalty: 4863.249023
	Iteration 108Q: 3 clusters Score -2476334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2476338.000000 Penalty: 4863.249023
	Iteration 109Q: 3 clusters Score -2476338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2476341.000000 Penalty: 4863.249023
	Iteration 110Q: 3 clusters Score -2476341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2476337.000000 Penalty: 4863.249023
	Iteration 111Q: 3 clusters Score -2476337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2476339.500000 Penalty: 4863.249023
	Iteration 112Q: 3 clusters Score -2476340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2476341.000000 Penalty: 4863.249023
	Iteration 113Q: 3 clusters Score -2476341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2476342.750000 Penalty: 4863.249023
	Iteration 114Q: 3 clusters Score -2476343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2476343.250000 Penalty: 4863.249023
	Iteration 115Q: 3 clusters Score -2476343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2476345.250000 Penalty: 4863.249023
	Iteration 116Q: 3 clusters Score -2476345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2476342.000000 Penalty: 4863.249023
	Iteration 117Q: 3 clusters Score -2476342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2476343.000000 Penalty: 4863.249023
	Iteration 118Q: 3 clusters Score -2476343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2476343.250000 Penalty: 4863.249023
	Iteration 119Q: 3 clusters Score -2476343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2476344.250000 Penalty: 4863.249023
	Iteration 120F: 3 clusters Score -2476344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2476347.750000 Penalty: 4863.249023
	Iteration 121Q: 3 clusters Score -2476348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2476347.000000 Penalty: 4863.249023
	Iteration 122Q: 3 clusters Score -2476347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2476347.000000 Penalty: 4863.249023
	Iteration 123F: 3 clusters Score -2476347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Entering Unmasked Estep 
Score: -875977.375000 Penalty: 2180.213135
	Iteration 0F: 2 clusters Score -875977.4 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 3313 members 
Entering Unmasked Estep 
Score: -870385.812500 Penalty: 4360.426270
	Iteration 0F: 3 clusters Score -870385.8 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -871889.250000 Penalty: 4360.426270
	Iteration 1F: 3 clusters Score -871889.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -872229.312500 Penalty: 4360.426270
	Iteration 2F: 3 clusters Score -872229.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -872481.625000 Penalty: 4360.426270
	Iteration 3F: 3 clusters Score -872481.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -872687.562500 Penalty: 4360.426270
	Iteration 4Q: 3 clusters Score -872687.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -872908.250000 Penalty: 4360.426270
	Iteration 5Q: 3 clusters Score -872908.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -873126.125000 Penalty: 4360.426270
	Iteration 6Q: 3 clusters Score -873126.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -873292.000000 Penalty: 4360.426270
	Iteration 7Q: 3 clusters Score -873292 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -873441.125000 Penalty: 4360.426270
	Iteration 8Q: 3 clusters Score -873441.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -873594.687500 Penalty: 4360.426270
	Iteration 9Q: 3 clusters Score -873594.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -873741.312500 Penalty: 4360.426270
	Iteration 10Q: 3 clusters Score -873741.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -873854.312500 Penalty: 4360.426270
	Iteration 11Q: 3 clusters Score -873854.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -873944.375000 Penalty: 4360.426270
	Iteration 12Q: 3 clusters Score -873944.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -874022.625000 Penalty: 4360.426270
	Iteration 13Q: 3 clusters Score -874022.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -874086.875000 Penalty: 4360.426270
	Iteration 14Q: 3 clusters Score -874086.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -874140.000000 Penalty: 4360.426270
	Iteration 15Q: 3 clusters Score -874140 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -874184.437500 Penalty: 4360.426270
	Iteration 16Q: 3 clusters Score -874184.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -874231.687500 Penalty: 4360.426270
	Iteration 17Q: 3 clusters Score -874231.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -874276.687500 Penalty: 4360.426270
	Iteration 18Q: 3 clusters Score -874276.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -874316.000000 Penalty: 4360.426270
	Iteration 19Q: 3 clusters Score -874316 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -874349.500000 Penalty: 4360.426270
	Iteration 20F: 3 clusters Score -874349.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -874376.250000 Penalty: 4360.426270
	Iteration 21Q: 3 clusters Score -874376.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -874405.437500 Penalty: 4360.426270
	Iteration 22Q: 3 clusters Score -874405.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -874427.937500 Penalty: 4360.426270
	Iteration 23Q: 3 clusters Score -874427.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -874441.750000 Penalty: 4360.426270
	Iteration 24Q: 3 clusters Score -874441.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -874454.437500 Penalty: 4360.426270
	Iteration 25Q: 3 clusters Score -874454.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -874464.625000 Penalty: 4360.426270
	Iteration 26Q: 3 clusters Score -874464.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -874470.625000 Penalty: 4360.426270
	Iteration 27Q: 3 clusters Score -874470.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -874474.375000 Penalty: 4360.426270
	Iteration 28Q: 3 clusters Score -874474.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -874477.937500 Penalty: 4360.426270
	Iteration 29Q: 3 clusters Score -874477.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -874478.937500 Penalty: 4360.426270
	Iteration 30Q: 3 clusters Score -874478.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -874479.187500 Penalty: 4360.426270
	Iteration 31Q: 3 clusters Score -874479.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -874482.375000 Penalty: 4360.426270
	Iteration 32Q: 3 clusters Score -874482.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -874480.562500 Penalty: 4360.426270
	Iteration 33Q: 3 clusters Score -874480.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -874481.375000 Penalty: 4360.426270
	Iteration 34Q: 3 clusters Score -874481.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -874481.375000 Penalty: 4360.426270
	Iteration 35F: 3 clusters Score -874481.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Entering Unmasked Estep 
Score: -955897.500000 Penalty: 2194.786133
	Iteration 0F: 2 clusters Score -955897.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -950097.250000 Penalty: 4389.572266
	Iteration 0F: 3 clusters Score -950097.2 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -951627.375000 Penalty: 4389.572266
	Iteration 1F: 3 clusters Score -951627.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -951906.250000 Penalty: 4389.572266
	Iteration 2F: 3 clusters Score -951906.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -952099.750000 Penalty: 4389.572266
	Iteration 3F: 3 clusters Score -952099.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -952228.187500 Penalty: 4389.572266
	Iteration 4Q: 3 clusters Score -952228.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -952333.312500 Penalty: 4389.572266
	Iteration 5Q: 3 clusters Score -952333.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -952430.375000 Penalty: 4389.572266
	Iteration 6Q: 3 clusters Score -952430.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -952517.125000 Penalty: 4389.572266
	Iteration 7Q: 3 clusters Score -952517.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -952621.750000 Penalty: 4389.572266
	Iteration 8Q: 3 clusters Score -952621.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -952734.062500 Penalty: 4389.572266
	Iteration 9Q: 3 clusters Score -952734.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -952885.812500 Penalty: 4389.572266
	Iteration 10Q: 3 clusters Score -952885.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -953068.062500 Penalty: 4389.572266
	Iteration 11Q: 3 clusters Score -953068.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -953255.437500 Penalty: 4389.572266
	Iteration 12Q: 3 clusters Score -953255.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -953469.562500 Penalty: 4389.572266
	Iteration 13Q: 3 clusters Score -953469.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -953682.812500 Penalty: 4389.572266
	Iteration 14Q: 3 clusters Score -953682.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -953915.687500 Penalty: 4389.572266
	Iteration 15Q: 3 clusters Score -953915.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -954181.562500 Penalty: 4389.572266
	Iteration 16Q: 3 clusters Score -954181.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -954437.437500 Penalty: 4389.572266
	Iteration 17Q: 3 clusters Score -954437.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -954637.812500 Penalty: 4389.572266
	Iteration 18Q: 3 clusters Score -954637.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -954751.187500 Penalty: 4389.572266
	Iteration 19Q: 3 clusters Score -954751.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -954808.000000 Penalty: 4389.572266
	Iteration 20F: 3 clusters Score -954808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -954844.375000 Penalty: 4389.572266
	Iteration 21Q: 3 clusters Score -954844.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -954857.437500 Penalty: 4389.572266
	Iteration 22Q: 3 clusters Score -954857.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -954862.437500 Penalty: 4389.572266
	Iteration 23Q: 3 clusters Score -954862.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -954866.562500 Penalty: 4389.572266
	Iteration 24Q: 3 clusters Score -954866.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -954870.250000 Penalty: 4389.572266
	Iteration 25Q: 3 clusters Score -954870.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -954871.687500 Penalty: 4389.572266
	Iteration 26Q: 3 clusters Score -954871.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -954870.500000 Penalty: 4389.572266
	Iteration 27Q: 3 clusters Score -954870.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -954872.687500 Penalty: 4389.572266
	Iteration 28Q: 3 clusters Score -954872.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -954874.312500 Penalty: 4389.572266
	Iteration 29Q: 3 clusters Score -954874.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -954875.125000 Penalty: 4389.572266
	Iteration 30Q: 3 clusters Score -954875.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -954875.062500 Penalty: 4389.572266
	Iteration 31Q: 3 clusters Score -954875.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -954874.437500 Penalty: 4389.572266
	Iteration 32Q: 3 clusters Score -954874.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -954874.437500 Penalty: 4389.572266
	Iteration 33F: 3 clusters Score -954874.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Entering Unmasked Estep 
Score: -753541.875000 Penalty: 2139.881836
	Iteration 0F: 2 clusters Score -753541.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -748692.875000 Penalty: 4279.763672
	Iteration 0F: 3 clusters Score -748692.9 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -749909.937500 Penalty: 4279.763672
	Iteration 1F: 3 clusters Score -749909.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -750152.812500 Penalty: 4279.763672
	Iteration 2F: 3 clusters Score -750152.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -750314.250000 Penalty: 4279.763672
	Iteration 3F: 3 clusters Score -750314.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -750445.375000 Penalty: 4279.763672
	Iteration 4Q: 3 clusters Score -750445.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -750571.187500 Penalty: 4279.763672
	Iteration 5Q: 3 clusters Score -750571.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -750682.625000 Penalty: 4279.763672
	Iteration 6Q: 3 clusters Score -750682.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -750792.937500 Penalty: 4279.763672
	Iteration 7Q: 3 clusters Score -750792.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -750880.750000 Penalty: 4279.763672
	Iteration 8Q: 3 clusters Score -750880.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -750986.875000 Penalty: 4279.763672
	Iteration 9Q: 3 clusters Score -750986.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -751091.187500 Penalty: 4279.763672
	Iteration 10Q: 3 clusters Score -751091.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -751168.812500 Penalty: 4279.763672
	Iteration 11Q: 3 clusters Score -751168.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -751229.437500 Penalty: 4279.763672
	Iteration 12Q: 3 clusters Score -751229.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -751292.875000 Penalty: 4279.763672
	Iteration 13Q: 3 clusters Score -751292.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -751369.187500 Penalty: 4279.763672
	Iteration 14Q: 3 clusters Score -751369.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -751453.500000 Penalty: 4279.763672
	Iteration 15Q: 3 clusters Score -751453.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -751534.812500 Penalty: 4279.763672
	Iteration 16Q: 3 clusters Score -751534.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -751591.812500 Penalty: 4279.763672
	Iteration 17Q: 3 clusters Score -751591.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -751652.000000 Penalty: 4279.763672
	Iteration 18Q: 3 clusters Score -751652 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -751726.062500 Penalty: 4279.763672
	Iteration 19Q: 3 clusters Score -751726.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -751797.062500 Penalty: 4279.763672
	Iteration 20F: 3 clusters Score -751797.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -751862.375000 Penalty: 4279.763672
	Iteration 21Q: 3 clusters Score -751862.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -751908.812500 Penalty: 4279.763672
	Iteration 22Q: 3 clusters Score -751908.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -751948.687500 Penalty: 4279.763672
	Iteration 23Q: 3 clusters Score -751948.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -751992.187500 Penalty: 4279.763672
	Iteration 24Q: 3 clusters Score -751992.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -752043.187500 Penalty: 4279.763672
	Iteration 25Q: 3 clusters Score -752043.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -752112.562500 Penalty: 4279.763672
	Iteration 26Q: 3 clusters Score -752112.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -752190.125000 Penalty: 4279.763672
	Iteration 27Q: 3 clusters Score -752190.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -752272.750000 Penalty: 4279.763672
	Iteration 28Q: 3 clusters Score -752272.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -752356.437500 Penalty: 4279.763672
	Iteration 29Q: 3 clusters Score -752356.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -752432.500000 Penalty: 4279.763672
	Iteration 30Q: 3 clusters Score -752432.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -752490.812500 Penalty: 4279.763672
	Iteration 31Q: 3 clusters Score -752490.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -752530.562500 Penalty: 4279.763672
	Iteration 32Q: 3 clusters Score -752530.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -752557.625000 Penalty: 4279.763672
	Iteration 33Q: 3 clusters Score -752557.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -752571.812500 Penalty: 4279.763672
	Iteration 34Q: 3 clusters Score -752571.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -752584.437500 Penalty: 4279.763672
	Iteration 35Q: 3 clusters Score -752584.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -752589.125000 Penalty: 4279.763672
	Iteration 36Q: 3 clusters Score -752589.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -752598.125000 Penalty: 4279.763672
	Iteration 37Q: 3 clusters Score -752598.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -752601.562500 Penalty: 4279.763672
	Iteration 38Q: 3 clusters Score -752601.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -752608.000000 Penalty: 4279.763672
	Iteration 39Q: 3 clusters Score -752608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -752614.062500 Penalty: 4279.763672
	Iteration 40F: 3 clusters Score -752614.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -752617.437500 Penalty: 4279.763672
	Iteration 41Q: 3 clusters Score -752617.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -752626.000000 Penalty: 4279.763672
	Iteration 42Q: 3 clusters Score -752626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -752638.000000 Penalty: 4279.763672
	Iteration 43Q: 3 clusters Score -752638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -752637.937500 Penalty: 4279.763672
	Iteration 44Q: 3 clusters Score -752637.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -752641.687500 Penalty: 4279.763672
	Iteration 45Q: 3 clusters Score -752641.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -752643.500000 Penalty: 4279.763672
	Iteration 46Q: 3 clusters Score -752643.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -752643.562500 Penalty: 4279.763672
	Iteration 47Q: 3 clusters Score -752643.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -752643.625000 Penalty: 4279.763672
	Iteration 48Q: 3 clusters Score -752643.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -752643.625000 Penalty: 4279.763672
	Iteration 49F: 3 clusters Score -752643.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Entering Unmasked Estep 
Score: -862742.187500 Penalty: 2173.795166
	Iteration 0F: 2 clusters Score -862742.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -857343.187500 Penalty: 4347.590332
	Iteration 0F: 3 clusters Score -857343.2 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -858877.875000 Penalty: 4347.590332
	Iteration 1F: 3 clusters Score -858877.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -859267.000000 Penalty: 4347.590332
	Iteration 2F: 3 clusters Score -859267 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -859642.625000 Penalty: 4347.590332
	Iteration 3F: 3 clusters Score -859642.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -860037.750000 Penalty: 4347.590332
	Iteration 4F: 3 clusters Score -860037.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -860453.812500 Penalty: 4347.590332
	Iteration 5F: 3 clusters Score -860453.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -860868.062500 Penalty: 4347.590332
	Iteration 6F: 3 clusters Score -860868.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -861360.625000 Penalty: 4347.590332
	Iteration 7F: 3 clusters Score -861360.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -862059.500000 Penalty: 4347.590332
	Iteration 8F: 3 clusters Score -862059.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -862976.750000 Penalty: 4347.590332
	Iteration 9F: 3 clusters Score -862976.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -863420.250000 Penalty: 4347.590332
	Iteration 10Q: 3 clusters Score -863420.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -863523.125000 Penalty: 4347.590332
	Iteration 11Q: 3 clusters Score -863523.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -863546.937500 Penalty: 4347.590332
	Iteration 12Q: 3 clusters Score -863546.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -863554.062500 Penalty: 4347.590332
	Iteration 13Q: 3 clusters Score -863554.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -863556.437500 Penalty: 4347.590332
	Iteration 14Q: 3 clusters Score -863556.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -863557.062500 Penalty: 4347.590332
	Iteration 15Q: 3 clusters Score -863557.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -863557.437500 Penalty: 4347.590332
	Iteration 16Q: 3 clusters Score -863557.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -863557.000000 Penalty: 4347.590332
	Iteration 17Q: 3 clusters Score -863557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -863557.000000 Penalty: 4347.590332
	Iteration 18F: 3 clusters Score -863557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 151341 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54447 members 
Mstep: Class 5 contains 8381 members 
Mstep: Class 6 contains 49582 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 34766 members 
Mstep: Class 9 contains 41860 members 
Mstep: Class 10 contains 14018 members 
Mstep: Class 11 contains 36136 members 
Mstep: Class 12 contains 51252 members 
Mstep: Class 13 contains 2441 members 
Mstep: Class 14 contains 84379 members 
Mstep: Class 15 contains 38453 members 
Mstep: Class 16 contains 68917 members 
Mstep: Class 17 contains 142889 members 
Mstep: Class 18 contains 30512 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 166055 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18123 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5589 members 
Mstep: Class 28 contains 3967 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
Score: -142944816.000000 Penalty: 103175.226562
Splitting cluster 28 changes total score from -142945232.000000 to -142944816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (1356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Entering Unmasked Estep 
Score: -182924.359375 Penalty: 1788.649048
	Iteration 0F: 2 clusters Score -182924.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -180711.781250 Penalty: 3577.298096
	Iteration 0F: 3 clusters Score -180711.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -181197.921875 Penalty: 3577.298096
	Iteration 1F: 3 clusters Score -181197.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -181442.890625 Penalty: 3577.298096
	Iteration 2F: 3 clusters Score -181442.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -181652.234375 Penalty: 3577.298096
	Iteration 3F: 3 clusters Score -181652.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -181855.937500 Penalty: 3577.298096
	Iteration 4Q: 3 clusters Score -181855.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -182057.015625 Penalty: 3577.298096
	Iteration 5Q: 3 clusters Score -182057 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -182170.265625 Penalty: 3577.298096
	Iteration 6Q: 3 clusters Score -182170.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -182211.125000 Penalty: 3577.298096
	Iteration 7Q: 3 clusters Score -182211.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -182237.734375 Penalty: 3577.298096
	Iteration 8Q: 3 clusters Score -182237.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -182246.015625 Penalty: 3577.298096
	Iteration 9Q: 3 clusters Score -182246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -182249.765625 Penalty: 3577.298096
	Iteration 10Q: 3 clusters Score -182249.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -182254.937500 Penalty: 3577.298096
	Iteration 11Q: 3 clusters Score -182254.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -182256.562500 Penalty: 3577.298096
	Iteration 12Q: 3 clusters Score -182256.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -182257.468750 Penalty: 3577.298096
	Iteration 13Q: 3 clusters Score -182257.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -182257.468750 Penalty: 3577.298096
	Iteration 14F: 3 clusters Score -182257.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Entering Unmasked Estep 
Score: -361762.562500 Penalty: 1965.528687
	Iteration 0F: 2 clusters Score -361762.6 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 1377 members 
Entering Unmasked Estep 
Score: -358690.031250 Penalty: 3931.057373
	Iteration 0F: 3 clusters Score -358690 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -359311.000000 Penalty: 3931.057373
	Iteration 1F: 3 clusters Score -359311 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -359468.562500 Penalty: 3931.057373
	Iteration 2F: 3 clusters Score -359468.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -359566.250000 Penalty: 3931.057373
	Iteration 3Q: 3 clusters Score -359566.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -359640.281250 Penalty: 3931.057373
	Iteration 4Q: 3 clusters Score -359640.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -359694.187500 Penalty: 3931.057373
	Iteration 5Q: 3 clusters Score -359694.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -359743.968750 Penalty: 3931.057373
	Iteration 6Q: 3 clusters Score -359744 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -359801.125000 Penalty: 3931.057373
	Iteration 7Q: 3 clusters Score -359801.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -359855.468750 Penalty: 3931.057373
	Iteration 8Q: 3 clusters Score -359855.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -359923.875000 Penalty: 3931.057373
	Iteration 9Q: 3 clusters Score -359923.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -360004.906250 Penalty: 3931.057373
	Iteration 10Q: 3 clusters Score -360004.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -360082.968750 Penalty: 3931.057373
	Iteration 11Q: 3 clusters Score -360083 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -360162.000000 Penalty: 3931.057373
	Iteration 12Q: 3 clusters Score -360162 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -360242.906250 Penalty: 3931.057373
	Iteration 13Q: 3 clusters Score -360242.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -360342.437500 Penalty: 3931.057373
	Iteration 14Q: 3 clusters Score -360342.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -360424.562500 Penalty: 3931.057373
	Iteration 15Q: 3 clusters Score -360424.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -360506.437500 Penalty: 3931.057373
	Iteration 16Q: 3 clusters Score -360506.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -360579.718750 Penalty: 3931.057373
	Iteration 17Q: 3 clusters Score -360579.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -360636.687500 Penalty: 3931.057373
	Iteration 18Q: 3 clusters Score -360636.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -360680.093750 Penalty: 3931.057373
	Iteration 19Q: 3 clusters Score -360680.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -360707.156250 Penalty: 3931.057373
	Iteration 20F: 3 clusters Score -360707.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -360731.875000 Penalty: 3931.057373
	Iteration 21Q: 3 clusters Score -360731.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -360749.250000 Penalty: 3931.057373
	Iteration 22Q: 3 clusters Score -360749.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -360760.031250 Penalty: 3931.057373
	Iteration 23Q: 3 clusters Score -360760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -360767.343750 Penalty: 3931.057373
	Iteration 24Q: 3 clusters Score -360767.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -360772.531250 Penalty: 3931.057373
	Iteration 25Q: 3 clusters Score -360772.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -360776.531250 Penalty: 3931.057373
	Iteration 26Q: 3 clusters Score -360776.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -360778.812500 Penalty: 3931.057373
	Iteration 27Q: 3 clusters Score -360778.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -360778.812500 Penalty: 3931.057373
	Iteration 28F: 3 clusters Score -360778.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 151341 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54447 members 
Mstep: Class 5 contains 8381 members 
Mstep: Class 6 contains 49582 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 34766 members 
Mstep: Class 9 contains 41860 members 
Mstep: Class 10 contains 14018 members 
Mstep: Class 11 contains 36136 members 
Mstep: Class 12 contains 51252 members 
Mstep: Class 14 contains 84379 members 
Mstep: Class 15 contains 38453 members 
Mstep: Class 16 contains 68917 members 
Mstep: Class 17 contains 142889 members 
Mstep: Class 18 contains 30512 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 166055 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 18123 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5589 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945152.000000 Penalty: 99736.046875
Iteration 359Q: 30 clusters Score -1.429452e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 151381 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54438 members 
Mstep: Class 5 contains 8379 members 
Mstep: Class 6 contains 49584 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 34767 members 
Mstep: Class 9 contains 41861 members 
Mstep: Class 10 contains 14016 members 
Mstep: Class 11 contains 36140 members 
Mstep: Class 12 contains 51255 members 
Mstep: Class 14 contains 84386 members 
Mstep: Class 15 contains 38450 members 
Mstep: Class 16 contains 68936 members 
Mstep: Class 17 contains 142869 members 
Mstep: Class 18 contains 30514 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 166011 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18124 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5590 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944928.000000 Penalty: 99736.046875
Iteration 360F: 30 clusters Score -1.429449e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 151418 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54430 members 
Mstep: Class 5 contains 8379 members 
Mstep: Class 6 contains 49593 members 
Mstep: Class 7 contains 11049 members 
Mstep: Class 8 contains 34766 members 
Mstep: Class 9 contains 41863 members 
Mstep: Class 10 contains 14012 members 
Mstep: Class 11 contains 36144 members 
Mstep: Class 12 contains 51263 members 
Mstep: Class 14 contains 84386 members 
Mstep: Class 15 contains 38447 members 
Mstep: Class 16 contains 68952 members 
Mstep: Class 17 contains 142852 members 
Mstep: Class 18 contains 30514 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165965 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18125 members 
Mstep: Class 25 contains 6578 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5590 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944912.000000 Penalty: 99736.046875
Iteration 361Q: 30 clusters Score -1.429449e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 151449 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54422 members 
Mstep: Class 5 contains 8379 members 
Mstep: Class 6 contains 49592 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 34766 members 
Mstep: Class 9 contains 41863 members 
Mstep: Class 10 contains 14011 members 
Mstep: Class 11 contains 36149 members 
Mstep: Class 12 contains 51269 members 
Mstep: Class 14 contains 84392 members 
Mstep: Class 15 contains 38445 members 
Mstep: Class 16 contains 68977 members 
Mstep: Class 17 contains 142836 members 
Mstep: Class 18 contains 30514 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165922 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18126 members 
Mstep: Class 25 contains 6578 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5589 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945040.000000 Penalty: 99736.046875
Iteration 362Q: 30 clusters Score -1.42945e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 151492 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54411 members 
Mstep: Class 5 contains 8379 members 
Mstep: Class 6 contains 49593 members 
Mstep: Class 7 contains 11049 members 
Mstep: Class 8 contains 34766 members 
Mstep: Class 9 contains 41863 members 
Mstep: Class 10 contains 14013 members 
Mstep: Class 11 contains 36151 members 
Mstep: Class 12 contains 51282 members 
Mstep: Class 14 contains 84397 members 
Mstep: Class 15 contains 38434 members 
Mstep: Class 16 contains 69000 members 
Mstep: Class 17 contains 142831 members 
Mstep: Class 18 contains 30510 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165869 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18126 members 
Mstep: Class 25 contains 6578 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5587 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945152.000000 Penalty: 99736.046875
Iteration 363Q: 30 clusters Score -1.429452e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 151514 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54405 members 
Mstep: Class 5 contains 8378 members 
Mstep: Class 6 contains 49594 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 34767 members 
Mstep: Class 9 contains 41860 members 
Mstep: Class 10 contains 14015 members 
Mstep: Class 11 contains 36154 members 
Mstep: Class 12 contains 51285 members 
Mstep: Class 14 contains 84402 members 
Mstep: Class 15 contains 38429 members 
Mstep: Class 16 contains 69026 members 
Mstep: Class 17 contains 142829 members 
Mstep: Class 18 contains 30510 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165826 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6578 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945040.000000 Penalty: 99736.046875
Iteration 364Q: 30 clusters Score -1.42945e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 151520 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54395 members 
Mstep: Class 5 contains 8377 members 
Mstep: Class 6 contains 49593 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 34770 members 
Mstep: Class 9 contains 41860 members 
Mstep: Class 10 contains 14019 members 
Mstep: Class 11 contains 36153 members 
Mstep: Class 12 contains 51289 members 
Mstep: Class 14 contains 84409 members 
Mstep: Class 15 contains 38433 members 
Mstep: Class 16 contains 69048 members 
Mstep: Class 17 contains 142837 members 
Mstep: Class 18 contains 30508 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165782 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6579 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945040.000000 Penalty: 99736.046875
Iteration 365Q: 30 clusters Score -1.42945e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 151527 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54388 members 
Mstep: Class 5 contains 8376 members 
Mstep: Class 6 contains 49594 members 
Mstep: Class 7 contains 11049 members 
Mstep: Class 8 contains 34771 members 
Mstep: Class 9 contains 41863 members 
Mstep: Class 10 contains 14022 members 
Mstep: Class 11 contains 36151 members 
Mstep: Class 12 contains 51293 members 
Mstep: Class 14 contains 84412 members 
Mstep: Class 15 contains 38432 members 
Mstep: Class 16 contains 69056 members 
Mstep: Class 17 contains 142847 members 
Mstep: Class 18 contains 30510 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165750 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6579 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945184.000000 Penalty: 99736.046875
Iteration 366Q: 30 clusters Score -1.429452e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 151545 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54384 members 
Mstep: Class 5 contains 8376 members 
Mstep: Class 6 contains 49594 members 
Mstep: Class 7 contains 11051 members 
Mstep: Class 8 contains 34772 members 
Mstep: Class 9 contains 41862 members 
Mstep: Class 10 contains 14020 members 
Mstep: Class 11 contains 36149 members 
Mstep: Class 12 contains 51298 members 
Mstep: Class 14 contains 84408 members 
Mstep: Class 15 contains 38423 members 
Mstep: Class 16 contains 69067 members 
Mstep: Class 17 contains 142849 members 
Mstep: Class 18 contains 30512 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165731 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6579 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945120.000000 Penalty: 99736.046875
Iteration 367Q: 30 clusters Score -1.429451e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 151557 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54388 members 
Mstep: Class 5 contains 8377 members 
Mstep: Class 6 contains 49600 members 
Mstep: Class 7 contains 11056 members 
Mstep: Class 8 contains 34772 members 
Mstep: Class 9 contains 41859 members 
Mstep: Class 10 contains 14018 members 
Mstep: Class 11 contains 36140 members 
Mstep: Class 12 contains 51298 members 
Mstep: Class 14 contains 84408 members 
Mstep: Class 15 contains 38417 members 
Mstep: Class 16 contains 69076 members 
Mstep: Class 17 contains 142845 members 
Mstep: Class 18 contains 30511 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165720 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6578 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944864.000000 Penalty: 99736.046875
Iteration 368Q: 30 clusters Score -1.429449e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 151578 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54388 members 
Mstep: Class 5 contains 8378 members 
Mstep: Class 6 contains 49603 members 
Mstep: Class 7 contains 11060 members 
Mstep: Class 8 contains 34773 members 
Mstep: Class 9 contains 41856 members 
Mstep: Class 10 contains 14018 members 
Mstep: Class 11 contains 36141 members 
Mstep: Class 12 contains 51303 members 
Mstep: Class 14 contains 84407 members 
Mstep: Class 15 contains 38410 members 
Mstep: Class 16 contains 69074 members 
Mstep: Class 17 contains 142840 members 
Mstep: Class 18 contains 30513 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165700 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6578 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944832.000000 Penalty: 99736.046875
Iteration 369Q: 30 clusters Score -1.429448e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 151584 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54385 members 
Mstep: Class 5 contains 8379 members 
Mstep: Class 6 contains 49604 members 
Mstep: Class 7 contains 11060 members 
Mstep: Class 8 contains 34775 members 
Mstep: Class 9 contains 41857 members 
Mstep: Class 10 contains 14016 members 
Mstep: Class 11 contains 36142 members 
Mstep: Class 12 contains 51316 members 
Mstep: Class 14 contains 84410 members 
Mstep: Class 15 contains 38401 members 
Mstep: Class 16 contains 69077 members 
Mstep: Class 17 contains 142850 members 
Mstep: Class 18 contains 30515 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165670 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18128 members 
Mstep: Class 25 contains 6578 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944816.000000 Penalty: 99736.046875
Iteration 370Q: 30 clusters Score -1.429448e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 151618 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54380 members 
Mstep: Class 5 contains 8379 members 
Mstep: Class 6 contains 49606 members 
Mstep: Class 7 contains 11059 members 
Mstep: Class 8 contains 34776 members 
Mstep: Class 9 contains 41858 members 
Mstep: Class 10 contains 14016 members 
Mstep: Class 11 contains 36139 members 
Mstep: Class 12 contains 51326 members 
Mstep: Class 14 contains 84413 members 
Mstep: Class 15 contains 38397 members 
Mstep: Class 16 contains 69088 members 
Mstep: Class 17 contains 142845 members 
Mstep: Class 18 contains 30514 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165628 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6578 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944976.000000 Penalty: 99736.046875
Iteration 371Q: 30 clusters Score -1.42945e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 151649 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54382 members 
Mstep: Class 5 contains 8379 members 
Mstep: Class 6 contains 49606 members 
Mstep: Class 7 contains 11057 members 
Mstep: Class 8 contains 34779 members 
Mstep: Class 9 contains 41859 members 
Mstep: Class 10 contains 14019 members 
Mstep: Class 11 contains 36135 members 
Mstep: Class 12 contains 51332 members 
Mstep: Class 14 contains 84413 members 
Mstep: Class 15 contains 38391 members 
Mstep: Class 16 contains 69093 members 
Mstep: Class 17 contains 142839 members 
Mstep: Class 18 contains 30515 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165595 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18128 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944928.000000 Penalty: 99736.046875
Iteration 372Q: 30 clusters Score -1.429449e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 151675 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54375 members 
Mstep: Class 5 contains 8378 members 
Mstep: Class 6 contains 49606 members 
Mstep: Class 7 contains 11054 members 
Mstep: Class 8 contains 34782 members 
Mstep: Class 9 contains 41859 members 
Mstep: Class 10 contains 14020 members 
Mstep: Class 11 contains 36125 members 
Mstep: Class 12 contains 51335 members 
Mstep: Class 14 contains 84413 members 
Mstep: Class 15 contains 38390 members 
Mstep: Class 16 contains 69095 members 
Mstep: Class 17 contains 142844 members 
Mstep: Class 18 contains 30515 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165578 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944928.000000 Penalty: 99736.046875
Iteration 373Q: 30 clusters Score -1.429449e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 151702 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54357 members 
Mstep: Class 5 contains 8378 members 
Mstep: Class 6 contains 49610 members 
Mstep: Class 7 contains 11052 members 
Mstep: Class 8 contains 34783 members 
Mstep: Class 9 contains 41858 members 
Mstep: Class 10 contains 14019 members 
Mstep: Class 11 contains 36120 members 
Mstep: Class 12 contains 51347 members 
Mstep: Class 14 contains 84407 members 
Mstep: Class 15 contains 38387 members 
Mstep: Class 16 contains 69100 members 
Mstep: Class 17 contains 142852 members 
Mstep: Class 18 contains 30512 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165560 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944912.000000 Penalty: 99736.046875
Iteration 374Q: 30 clusters Score -1.429449e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 151729 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54358 members 
Mstep: Class 5 contains 8378 members 
Mstep: Class 6 contains 49610 members 
Mstep: Class 7 contains 11051 members 
Mstep: Class 8 contains 34784 members 
Mstep: Class 9 contains 41858 members 
Mstep: Class 10 contains 14014 members 
Mstep: Class 11 contains 36116 members 
Mstep: Class 12 contains 51358 members 
Mstep: Class 14 contains 84398 members 
Mstep: Class 15 contains 38390 members 
Mstep: Class 16 contains 69105 members 
Mstep: Class 17 contains 142851 members 
Mstep: Class 18 contains 30512 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165533 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18126 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945056.000000 Penalty: 99736.046875
Iteration 375Q: 30 clusters Score -1.429451e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 151735 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54362 members 
Mstep: Class 5 contains 8378 members 
Mstep: Class 6 contains 49607 members 
Mstep: Class 7 contains 11050 members 
Mstep: Class 8 contains 34787 members 
Mstep: Class 9 contains 41865 members 
Mstep: Class 10 contains 14012 members 
Mstep: Class 11 contains 36111 members 
Mstep: Class 12 contains 51365 members 
Mstep: Class 14 contains 84393 members 
Mstep: Class 15 contains 38384 members 
Mstep: Class 16 contains 69106 members 
Mstep: Class 17 contains 142853 members 
Mstep: Class 18 contains 30511 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165526 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18126 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945088.000000 Penalty: 99736.046875
Iteration 376Q: 30 clusters Score -1.429451e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 151754 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54366 members 
Mstep: Class 5 contains 8378 members 
Mstep: Class 6 contains 49605 members 
Mstep: Class 7 contains 11051 members 
Mstep: Class 8 contains 34788 members 
Mstep: Class 9 contains 41867 members 
Mstep: Class 10 contains 14012 members 
Mstep: Class 11 contains 36101 members 
Mstep: Class 12 contains 51367 members 
Mstep: Class 14 contains 84393 members 
Mstep: Class 15 contains 38383 members 
Mstep: Class 16 contains 69110 members 
Mstep: Class 17 contains 142849 members 
Mstep: Class 18 contains 30508 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165514 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18125 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945184.000000 Penalty: 99736.046875
Iteration 377Q: 30 clusters Score -1.429452e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 151768 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54367 members 
Mstep: Class 5 contains 8378 members 
Mstep: Class 6 contains 49606 members 
Mstep: Class 7 contains 11051 members 
Mstep: Class 8 contains 34790 members 
Mstep: Class 9 contains 41869 members 
Mstep: Class 10 contains 14013 members 
Mstep: Class 11 contains 36097 members 
Mstep: Class 12 contains 51365 members 
Mstep: Class 14 contains 84394 members 
Mstep: Class 15 contains 38387 members 
Mstep: Class 16 contains 69107 members 
Mstep: Class 17 contains 142841 members 
Mstep: Class 18 contains 30504 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165509 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18123 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945136.000000 Penalty: 99736.046875
Iteration 378Q: 30 clusters Score -1.429451e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 151787 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54365 members 
Mstep: Class 5 contains 8378 members 
Mstep: Class 6 contains 49610 members 
Mstep: Class 7 contains 11051 members 
Mstep: Class 8 contains 34792 members 
Mstep: Class 9 contains 41874 members 
Mstep: Class 10 contains 14012 members 
Mstep: Class 11 contains 36094 members 
Mstep: Class 12 contains 51362 members 
Mstep: Class 14 contains 84394 members 
Mstep: Class 15 contains 38388 members 
Mstep: Class 16 contains 69104 members 
Mstep: Class 17 contains 142845 members 
Mstep: Class 18 contains 30505 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165482 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18124 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944992.000000 Penalty: 99736.046875
Iteration 379Q: 30 clusters Score -1.42945e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 151814 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54357 members 
Mstep: Class 5 contains 8378 members 
Mstep: Class 6 contains 49607 members 
Mstep: Class 7 contains 11051 members 
Mstep: Class 8 contains 34792 members 
Mstep: Class 9 contains 41874 members 
Mstep: Class 10 contains 14010 members 
Mstep: Class 11 contains 36090 members 
Mstep: Class 12 contains 51365 members 
Mstep: Class 14 contains 84401 members 
Mstep: Class 15 contains 38388 members 
Mstep: Class 16 contains 69108 members 
Mstep: Class 17 contains 142839 members 
Mstep: Class 18 contains 30507 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165460 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5583 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944816.000000 Penalty: 99736.046875
Iteration 380F: 30 clusters Score -1.429448e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 151844 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54352 members 
Mstep: Class 5 contains 8378 members 
Mstep: Class 6 contains 49603 members 
Mstep: Class 7 contains 11050 members 
Mstep: Class 8 contains 34792 members 
Mstep: Class 9 contains 41876 members 
Mstep: Class 10 contains 14010 members 
Mstep: Class 11 contains 36088 members 
Mstep: Class 12 contains 51366 members 
Mstep: Class 14 contains 84405 members 
Mstep: Class 15 contains 38387 members 
Mstep: Class 16 contains 69111 members 
Mstep: Class 17 contains 142832 members 
Mstep: Class 18 contains 30508 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165439 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18128 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5583 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944816.000000 Penalty: 99736.046875
Iteration 381Q: 30 clusters Score -1.429448e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 151860 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54354 members 
Mstep: Class 5 contains 8378 members 
Mstep: Class 6 contains 49608 members 
Mstep: Class 7 contains 11049 members 
Mstep: Class 8 contains 34794 members 
Mstep: Class 9 contains 41877 members 
Mstep: Class 10 contains 14010 members 
Mstep: Class 11 contains 36090 members 
Mstep: Class 12 contains 51369 members 
Mstep: Class 14 contains 84409 members 
Mstep: Class 15 contains 38386 members 
Mstep: Class 16 contains 69116 members 
Mstep: Class 17 contains 142819 members 
Mstep: Class 18 contains 30508 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165414 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18128 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5583 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944816.000000 Penalty: 99736.046875
Iteration 382Q: 30 clusters Score -1.429448e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 151884 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54352 members 
Mstep: Class 5 contains 8377 members 
Mstep: Class 6 contains 49611 members 
Mstep: Class 7 contains 11049 members 
Mstep: Class 8 contains 34795 members 
Mstep: Class 9 contains 41882 members 
Mstep: Class 10 contains 14011 members 
Mstep: Class 11 contains 36087 members 
Mstep: Class 12 contains 51365 members 
Mstep: Class 14 contains 84405 members 
Mstep: Class 15 contains 38380 members 
Mstep: Class 16 contains 69128 members 
Mstep: Class 17 contains 142818 members 
Mstep: Class 18 contains 30511 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165387 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18128 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5583 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944912.000000 Penalty: 99736.046875
Iteration 383Q: 30 clusters Score -1.429449e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 151890 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54354 members 
Mstep: Class 5 contains 8377 members 
Mstep: Class 6 contains 49611 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 34795 members 
Mstep: Class 9 contains 41886 members 
Mstep: Class 10 contains 14010 members 
Mstep: Class 11 contains 36084 members 
Mstep: Class 12 contains 51363 members 
Mstep: Class 14 contains 84413 members 
Mstep: Class 15 contains 38376 members 
Mstep: Class 16 contains 69135 members 
Mstep: Class 17 contains 142819 members 
Mstep: Class 18 contains 30512 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165368 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5583 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944896.000000 Penalty: 99736.046875
Iteration 384Q: 30 clusters Score -1.429449e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 151901 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54348 members 
Mstep: Class 5 contains 8377 members 
Mstep: Class 6 contains 49613 members 
Mstep: Class 7 contains 11047 members 
Mstep: Class 8 contains 34794 members 
Mstep: Class 9 contains 41889 members 
Mstep: Class 10 contains 14008 members 
Mstep: Class 11 contains 36085 members 
Mstep: Class 12 contains 51367 members 
Mstep: Class 14 contains 84417 members 
Mstep: Class 15 contains 38368 members 
Mstep: Class 16 contains 69143 members 
Mstep: Class 17 contains 142831 members 
Mstep: Class 18 contains 30511 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165339 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944880.000000 Penalty: 99736.046875
Iteration 385Q: 30 clusters Score -1.429449e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 151911 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54349 members 
Mstep: Class 5 contains 8377 members 
Mstep: Class 6 contains 49611 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 34794 members 
Mstep: Class 9 contains 41887 members 
Mstep: Class 10 contains 14008 members 
Mstep: Class 11 contains 36079 members 
Mstep: Class 12 contains 51367 members 
Mstep: Class 14 contains 84418 members 
Mstep: Class 15 contains 38362 members 
Mstep: Class 16 contains 69160 members 
Mstep: Class 17 contains 142830 members 
Mstep: Class 18 contains 30511 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165328 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944944.000000 Penalty: 99736.046875
Iteration 386Q: 30 clusters Score -1.429449e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 151917 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54345 members 
Mstep: Class 5 contains 8377 members 
Mstep: Class 6 contains 49610 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 34795 members 
Mstep: Class 9 contains 41887 members 
Mstep: Class 10 contains 14010 members 
Mstep: Class 11 contains 36080 members 
Mstep: Class 12 contains 51372 members 
Mstep: Class 14 contains 84422 members 
Mstep: Class 15 contains 38353 members 
Mstep: Class 16 contains 69177 members 
Mstep: Class 17 contains 142834 members 
Mstep: Class 18 contains 30513 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165299 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 2768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944768.000000 Penalty: 99736.046875
Iteration 387Q: 30 clusters Score -1.429448e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 151936 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54343 members 
Mstep: Class 5 contains 8377 members 
Mstep: Class 6 contains 49608 members 
Mstep: Class 7 contains 11047 members 
Mstep: Class 8 contains 34796 members 
Mstep: Class 9 contains 41884 members 
Mstep: Class 10 contains 14012 members 
Mstep: Class 11 contains 36080 members 
Mstep: Class 12 contains 51372 members 
Mstep: Class 14 contains 84424 members 
Mstep: Class 15 contains 38343 members 
Mstep: Class 16 contains 69189 members 
Mstep: Class 17 contains 142827 members 
Mstep: Class 18 contains 30514 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165285 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 2769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944864.000000 Penalty: 99736.046875
Iteration 388Q: 30 clusters Score -1.429449e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 151954 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54339 members 
Mstep: Class 5 contains 8375 members 
Mstep: Class 6 contains 49604 members 
Mstep: Class 7 contains 11046 members 
Mstep: Class 8 contains 34797 members 
Mstep: Class 9 contains 41887 members 
Mstep: Class 10 contains 14013 members 
Mstep: Class 11 contains 36071 members 
Mstep: Class 12 contains 51377 members 
Mstep: Class 14 contains 84422 members 
Mstep: Class 15 contains 38345 members 
Mstep: Class 16 contains 69202 members 
Mstep: Class 17 contains 142827 members 
Mstep: Class 18 contains 30512 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165265 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944928.000000 Penalty: 99736.046875
Iteration 389Q: 30 clusters Score -1.429449e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 151958 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54341 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49605 members 
Mstep: Class 7 contains 11046 members 
Mstep: Class 8 contains 34798 members 
Mstep: Class 9 contains 41891 members 
Mstep: Class 10 contains 14013 members 
Mstep: Class 11 contains 36078 members 
Mstep: Class 12 contains 51381 members 
Mstep: Class 14 contains 84418 members 
Mstep: Class 15 contains 38348 members 
Mstep: Class 16 contains 69204 members 
Mstep: Class 17 contains 142831 members 
Mstep: Class 18 contains 30511 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165238 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944928.000000 Penalty: 99736.046875
Iteration 390Q: 30 clusters Score -1.429449e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 151965 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54338 members 
Mstep: Class 5 contains 8376 members 
Mstep: Class 6 contains 49607 members 
Mstep: Class 7 contains 11046 members 
Mstep: Class 8 contains 34800 members 
Mstep: Class 9 contains 41893 members 
Mstep: Class 10 contains 14014 members 
Mstep: Class 11 contains 36077 members 
Mstep: Class 12 contains 51384 members 
Mstep: Class 14 contains 84419 members 
Mstep: Class 15 contains 38351 members 
Mstep: Class 16 contains 69214 members 
Mstep: Class 17 contains 142835 members 
Mstep: Class 18 contains 30509 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165207 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944848.000000 Penalty: 99736.046875
Iteration 391Q: 30 clusters Score -1.429448e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 151991 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54333 members 
Mstep: Class 5 contains 8375 members 
Mstep: Class 6 contains 49611 members 
Mstep: Class 7 contains 11047 members 
Mstep: Class 8 contains 34799 members 
Mstep: Class 9 contains 41897 members 
Mstep: Class 10 contains 14016 members 
Mstep: Class 11 contains 36079 members 
Mstep: Class 12 contains 51393 members 
Mstep: Class 14 contains 84415 members 
Mstep: Class 15 contains 38346 members 
Mstep: Class 16 contains 69222 members 
Mstep: Class 17 contains 142822 members 
Mstep: Class 18 contains 30513 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165176 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944848.000000 Penalty: 99736.046875
Iteration 392Q: 30 clusters Score -1.429448e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 151992 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54331 members 
Mstep: Class 5 contains 8375 members 
Mstep: Class 6 contains 49613 members 
Mstep: Class 7 contains 11046 members 
Mstep: Class 8 contains 34799 members 
Mstep: Class 9 contains 41899 members 
Mstep: Class 10 contains 14015 members 
Mstep: Class 11 contains 36075 members 
Mstep: Class 12 contains 51403 members 
Mstep: Class 14 contains 84412 members 
Mstep: Class 15 contains 38346 members 
Mstep: Class 16 contains 69229 members 
Mstep: Class 17 contains 142829 members 
Mstep: Class 18 contains 30519 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165152 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944768.000000 Penalty: 99736.046875
Iteration 393Q: 30 clusters Score -1.429448e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 151977 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54326 members 
Mstep: Class 5 contains 8376 members 
Mstep: Class 6 contains 49614 members 
Mstep: Class 7 contains 11046 members 
Mstep: Class 8 contains 34800 members 
Mstep: Class 9 contains 41904 members 
Mstep: Class 10 contains 14013 members 
Mstep: Class 11 contains 36069 members 
Mstep: Class 12 contains 51408 members 
Mstep: Class 14 contains 84415 members 
Mstep: Class 15 contains 38345 members 
Mstep: Class 16 contains 69238 members 
Mstep: Class 17 contains 142847 members 
Mstep: Class 18 contains 30520 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165137 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944816.000000 Penalty: 99736.046875
Iteration 394Q: 30 clusters Score -1.429448e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 151966 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54323 members 
Mstep: Class 5 contains 8375 members 
Mstep: Class 6 contains 49615 members 
Mstep: Class 7 contains 11046 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 41907 members 
Mstep: Class 10 contains 14012 members 
Mstep: Class 11 contains 36067 members 
Mstep: Class 12 contains 51417 members 
Mstep: Class 14 contains 84419 members 
Mstep: Class 15 contains 38341 members 
Mstep: Class 16 contains 69242 members 
Mstep: Class 17 contains 142851 members 
Mstep: Class 18 contains 30519 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165133 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944816.000000 Penalty: 99736.046875
Iteration 395Q: 30 clusters Score -1.429448e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 151943 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54312 members 
Mstep: Class 5 contains 8375 members 
Mstep: Class 6 contains 49624 members 
Mstep: Class 7 contains 11046 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 41908 members 
Mstep: Class 10 contains 14011 members 
Mstep: Class 11 contains 36067 members 
Mstep: Class 12 contains 51426 members 
Mstep: Class 14 contains 84419 members 
Mstep: Class 15 contains 38338 members 
Mstep: Class 16 contains 69250 members 
Mstep: Class 17 contains 142866 members 
Mstep: Class 18 contains 30518 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165127 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944672.000000 Penalty: 99736.046875
Iteration 396Q: 30 clusters Score -1.429447e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 151928 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54304 members 
Mstep: Class 5 contains 8375 members 
Mstep: Class 6 contains 49626 members 
Mstep: Class 7 contains 11047 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 41912 members 
Mstep: Class 10 contains 14010 members 
Mstep: Class 11 contains 36066 members 
Mstep: Class 12 contains 51430 members 
Mstep: Class 14 contains 84416 members 
Mstep: Class 15 contains 38333 members 
Mstep: Class 16 contains 69259 members 
Mstep: Class 17 contains 142880 members 
Mstep: Class 18 contains 30521 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165124 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944704.000000 Penalty: 99736.046875
Iteration 397Q: 30 clusters Score -1.429447e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 151914 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54297 members 
Mstep: Class 5 contains 8375 members 
Mstep: Class 6 contains 49630 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 41917 members 
Mstep: Class 10 contains 14011 members 
Mstep: Class 11 contains 36065 members 
Mstep: Class 12 contains 51433 members 
Mstep: Class 14 contains 84423 members 
Mstep: Class 15 contains 38329 members 
Mstep: Class 16 contains 69267 members 
Mstep: Class 17 contains 142894 members 
Mstep: Class 18 contains 30521 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165107 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944560.000000 Penalty: 99736.046875
Iteration 398Q: 30 clusters Score -1.429446e+08 nChanged 125
Entering ConstructFrom: 
Score: -142944560.000000 Penalty: 99736.046875
Entering ConstructFrom: 
Trying to split cluster 1 (8616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Entering Unmasked Estep 
Score: -1173201.375000 Penalty: 2247.221436
	Iteration 0F: 2 clusters Score -1173201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1166391.250000 Penalty: 4494.442871
	Iteration 0F: 3 clusters Score -1166391 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1168486.750000 Penalty: 4494.442871
	Iteration 1F: 3 clusters Score -1168487 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1168769.250000 Penalty: 4494.442871
	Iteration 2F: 3 clusters Score -1168769 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1168941.000000 Penalty: 4494.442871
	Iteration 3Q: 3 clusters Score -1168941 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1169060.500000 Penalty: 4494.442871
	Iteration 4Q: 3 clusters Score -1169060 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1169158.875000 Penalty: 4494.442871
	Iteration 5Q: 3 clusters Score -1169159 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1169252.500000 Penalty: 4494.442871
	Iteration 6Q: 3 clusters Score -1169252 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1169317.500000 Penalty: 4494.442871
	Iteration 7Q: 3 clusters Score -1169318 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1169382.125000 Penalty: 4494.442871
	Iteration 8Q: 3 clusters Score -1169382 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1169427.750000 Penalty: 4494.442871
	Iteration 9Q: 3 clusters Score -1169428 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1169472.750000 Penalty: 4494.442871
	Iteration 10Q: 3 clusters Score -1169473 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1169517.125000 Penalty: 4494.442871
	Iteration 11Q: 3 clusters Score -1169517 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1169548.625000 Penalty: 4494.442871
	Iteration 12Q: 3 clusters Score -1169549 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1169574.375000 Penalty: 4494.442871
	Iteration 13Q: 3 clusters Score -1169574 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1169597.500000 Penalty: 4494.442871
	Iteration 14Q: 3 clusters Score -1169598 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1169633.125000 Penalty: 4494.442871
	Iteration 15Q: 3 clusters Score -1169633 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1169686.750000 Penalty: 4494.442871
	Iteration 16Q: 3 clusters Score -1169687 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1169752.875000 Penalty: 4494.442871
	Iteration 17Q: 3 clusters Score -1169753 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1169815.500000 Penalty: 4494.442871
	Iteration 18Q: 3 clusters Score -1169816 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1169908.875000 Penalty: 4494.442871
	Iteration 19Q: 3 clusters Score -1169909 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1170037.750000 Penalty: 4494.442871
	Iteration 20F: 3 clusters Score -1170038 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1170209.750000 Penalty: 4494.442871
	Iteration 21Q: 3 clusters Score -1170210 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1170469.625000 Penalty: 4494.442871
	Iteration 22Q: 3 clusters Score -1170470 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1170808.250000 Penalty: 4494.442871
	Iteration 23Q: 3 clusters Score -1170808 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1171351.750000 Penalty: 4494.442871
	Iteration 24Q: 3 clusters Score -1171352 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1171989.375000 Penalty: 4494.442871
	Iteration 25F: 3 clusters Score -1171989 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1172448.250000 Penalty: 4494.442871
	Iteration 26Q: 3 clusters Score -1172448 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1172784.750000 Penalty: 4494.442871
	Iteration 27Q: 3 clusters Score -1172785 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1173011.750000 Penalty: 4494.442871
	Iteration 28Q: 3 clusters Score -1173012 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1173148.000000 Penalty: 4494.442871
	Iteration 29Q: 3 clusters Score -1173148 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1173228.000000 Penalty: 4494.442871
	Iteration 30Q: 3 clusters Score -1173228 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1173271.750000 Penalty: 4494.442871
	Iteration 31Q: 3 clusters Score -1173272 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1173298.625000 Penalty: 4494.442871
	Iteration 32Q: 3 clusters Score -1173299 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1173316.875000 Penalty: 4494.442871
	Iteration 33Q: 3 clusters Score -1173317 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1173325.500000 Penalty: 4494.442871
	Iteration 34Q: 3 clusters Score -1173326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1173332.250000 Penalty: 4494.442871
	Iteration 35Q: 3 clusters Score -1173332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1173335.125000 Penalty: 4494.442871
	Iteration 36Q: 3 clusters Score -1173335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1173336.875000 Penalty: 4494.442871
	Iteration 37Q: 3 clusters Score -1173337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1173336.625000 Penalty: 4494.442871
	Iteration 38Q: 3 clusters Score -1173337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1173337.375000 Penalty: 4494.442871
	Iteration 39Q: 3 clusters Score -1173337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1173339.250000 Penalty: 4494.442871
	Iteration 40F: 3 clusters Score -1173339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1173340.375000 Penalty: 4494.442871
	Iteration 41Q: 3 clusters Score -1173340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1173343.875000 Penalty: 4494.442871
	Iteration 42Q: 3 clusters Score -1173344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1173345.500000 Penalty: 4494.442871
	Iteration 43Q: 3 clusters Score -1173346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1173346.500000 Penalty: 4494.442871
	Iteration 44Q: 3 clusters Score -1173346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1173345.750000 Penalty: 4494.442871
	Iteration 45Q: 3 clusters Score -1173346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1173346.750000 Penalty: 4494.442871
	Iteration 46Q: 3 clusters Score -1173347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1173346.750000 Penalty: 4494.442871
	Iteration 47F: 3 clusters Score -1173347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 151910 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54288 members 
Mstep: Class 5 contains 8375 members 
Mstep: Class 6 contains 49630 members 
Mstep: Class 7 contains 11051 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 41922 members 
Mstep: Class 10 contains 14012 members 
Mstep: Class 11 contains 36064 members 
Mstep: Class 12 contains 51436 members 
Mstep: Class 13 contains 2852 members 
Mstep: Class 14 contains 84429 members 
Mstep: Class 15 contains 38326 members 
Mstep: Class 16 contains 69274 members 
Mstep: Class 17 contains 142902 members 
Mstep: Class 18 contains 30524 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165089 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
Score: -142943648.000000 Penalty: 103175.226562
Splitting cluster 1 changes total score from -142944560.000000 to -142943648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (151910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151910 members 
Entering Unmasked Estep 
Score: -21084962.000000 Penalty: 2958.898926
	Iteration 0F: 2 clusters Score -2.108496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75949 members 
Mstep: Class 2 contains 75961 members 
Entering Unmasked Estep 
Score: -20985386.000000 Penalty: 5917.797852
	Iteration 0F: 3 clusters Score -2.098539e+07 nChanged 72764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77681 members 
Mstep: Class 2 contains 74229 members 
Entering Unmasked Estep 
Score: -21028656.000000 Penalty: 5917.797852
	Iteration 1F: 3 clusters Score -2.102866e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78666 members 
Mstep: Class 2 contains 73244 members 
Entering Unmasked Estep 
Score: -21030898.000000 Penalty: 5917.797852
	Iteration 2Q: 3 clusters Score -2.10309e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80325 members 
Mstep: Class 2 contains 71585 members 
Entering Unmasked Estep 
Score: -21034228.000000 Penalty: 5917.797852
	Iteration 3Q: 3 clusters Score -2.103423e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83113 members 
Mstep: Class 2 contains 68797 members 
Entering Unmasked Estep 
Score: -21039134.000000 Penalty: 5917.797852
	Iteration 4F: 3 clusters Score -2.103913e+07 nChanged 10147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87060 members 
Mstep: Class 2 contains 64850 members 
Entering Unmasked Estep 
Score: -21045680.000000 Penalty: 5917.797852
	Iteration 5F: 3 clusters Score -2.104568e+07 nChanged 11050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91676 members 
Mstep: Class 2 contains 60234 members 
Entering Unmasked Estep 
Score: -21054574.000000 Penalty: 5917.797852
	Iteration 6F: 3 clusters Score -2.105457e+07 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95951 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -21063398.000000 Penalty: 5917.797852
	Iteration 7F: 3 clusters Score -2.10634e+07 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99039 members 
Mstep: Class 2 contains 52871 members 
Entering Unmasked Estep 
Score: -21068146.000000 Penalty: 5917.797852
	Iteration 8F: 3 clusters Score -2.106815e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101383 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -21070022.000000 Penalty: 5917.797852
	Iteration 9Q: 3 clusters Score -2.107002e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103599 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -21070956.000000 Penalty: 5917.797852
	Iteration 10Q: 3 clusters Score -2.107096e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105868 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -21071752.000000 Penalty: 5917.797852
	Iteration 11Q: 3 clusters Score -2.107175e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -21072398.000000 Penalty: 5917.797852
	Iteration 12Q: 3 clusters Score -2.10724e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110535 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -21073136.000000 Penalty: 5917.797852
	Iteration 13Q: 3 clusters Score -2.107314e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112815 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -21073768.000000 Penalty: 5917.797852
	Iteration 14Q: 3 clusters Score -2.107377e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115065 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -21074408.000000 Penalty: 5917.797852
	Iteration 15Q: 3 clusters Score -2.107441e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117372 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -21075028.000000 Penalty: 5917.797852
	Iteration 16Q: 3 clusters Score -2.107503e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119785 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -21075530.000000 Penalty: 5917.797852
	Iteration 17Q: 3 clusters Score -2.107553e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122188 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -21076160.000000 Penalty: 5917.797852
	Iteration 18Q: 3 clusters Score -2.107616e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124612 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -21076778.000000 Penalty: 5917.797852
	Iteration 19Q: 3 clusters Score -2.107678e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126956 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -21077404.000000 Penalty: 5917.797852
	Iteration 20F: 3 clusters Score -2.10774e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129188 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -21077926.000000 Penalty: 5917.797852
	Iteration 21Q: 3 clusters Score -2.107793e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131336 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -21078410.000000 Penalty: 5917.797852
	Iteration 22Q: 3 clusters Score -2.107841e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133426 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -21078934.000000 Penalty: 5917.797852
	Iteration 23Q: 3 clusters Score -2.107893e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135442 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -21079470.000000 Penalty: 5917.797852
	Iteration 24Q: 3 clusters Score -2.107947e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137305 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -21079832.000000 Penalty: 5917.797852
	Iteration 25Q: 3 clusters Score -2.107983e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138966 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -21080354.000000 Penalty: 5917.797852
	Iteration 26Q: 3 clusters Score -2.108035e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140524 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -21080750.000000 Penalty: 5917.797852
	Iteration 27Q: 3 clusters Score -2.108075e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141925 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -21081122.000000 Penalty: 5917.797852
	Iteration 28Q: 3 clusters Score -2.108112e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143145 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -21081462.000000 Penalty: 5917.797852
	Iteration 29Q: 3 clusters Score -2.108146e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144165 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -21081628.000000 Penalty: 5917.797852
	Iteration 30Q: 3 clusters Score -2.108163e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145036 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -21081802.000000 Penalty: 5917.797852
	Iteration 31Q: 3 clusters Score -2.10818e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145831 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -21081936.000000 Penalty: 5917.797852
	Iteration 32Q: 3 clusters Score -2.108194e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146494 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -21081998.000000 Penalty: 5917.797852
	Iteration 33Q: 3 clusters Score -2.1082e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147084 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -21082194.000000 Penalty: 5917.797852
	Iteration 34Q: 3 clusters Score -2.108219e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147617 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -21082302.000000 Penalty: 5917.797852
	Iteration 35Q: 3 clusters Score -2.10823e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148113 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -21082390.000000 Penalty: 5917.797852
	Iteration 36Q: 3 clusters Score -2.108239e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148546 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -21082484.000000 Penalty: 5917.797852
	Iteration 37Q: 3 clusters Score -2.108248e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148902 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -21082550.000000 Penalty: 5917.797852
	Iteration 38Q: 3 clusters Score -2.108255e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149211 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -21082554.000000 Penalty: 5917.797852
	Iteration 39Q: 3 clusters Score -2.108255e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149430 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -21082614.000000 Penalty: 5917.797852
	Iteration 40F: 3 clusters Score -2.108261e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149615 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -21082672.000000 Penalty: 5917.797852
	Iteration 41Q: 3 clusters Score -2.108267e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149745 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -21082684.000000 Penalty: 5917.797852
	Iteration 42Q: 3 clusters Score -2.108268e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149849 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -21082678.000000 Penalty: 5917.797852
	Iteration 43Q: 3 clusters Score -2.108268e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149942 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -21082672.000000 Penalty: 5917.797852
	Iteration 44Q: 3 clusters Score -2.108267e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150025 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -21082684.000000 Penalty: 5917.797852
	Iteration 45Q: 3 clusters Score -2.108268e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150087 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -21082712.000000 Penalty: 5917.797852
	Iteration 46Q: 3 clusters Score -2.108271e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150131 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -21082738.000000 Penalty: 5917.797852
	Iteration 47Q: 3 clusters Score -2.108274e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150182 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -21082732.000000 Penalty: 5917.797852
	Iteration 48Q: 3 clusters Score -2.108273e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150213 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -21082716.000000 Penalty: 5917.797852
	Iteration 49Q: 3 clusters Score -2.108272e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150247 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -21082754.000000 Penalty: 5917.797852
	Iteration 50Q: 3 clusters Score -2.108275e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150268 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -21082716.000000 Penalty: 5917.797852
	Iteration 51Q: 3 clusters Score -2.108272e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150279 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -21082696.000000 Penalty: 5917.797852
	Iteration 52Q: 3 clusters Score -2.10827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150290 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -21082692.000000 Penalty: 5917.797852
	Iteration 53Q: 3 clusters Score -2.108269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150296 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -21082694.000000 Penalty: 5917.797852
	Iteration 54Q: 3 clusters Score -2.108269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150299 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -21082684.000000 Penalty: 5917.797852
	Iteration 55Q: 3 clusters Score -2.108268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150307 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -21082672.000000 Penalty: 5917.797852
	Iteration 56Q: 3 clusters Score -2.108267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150314 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -21082680.000000 Penalty: 5917.797852
	Iteration 57Q: 3 clusters Score -2.108268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150319 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -21082670.000000 Penalty: 5917.797852
	Iteration 58Q: 3 clusters Score -2.108267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150325 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -21082686.000000 Penalty: 5917.797852
	Iteration 59Q: 3 clusters Score -2.108269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150328 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -21082672.000000 Penalty: 5917.797852
	Iteration 60F: 3 clusters Score -2.108267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150333 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -21082684.000000 Penalty: 5917.797852
	Iteration 61Q: 3 clusters Score -2.108268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150336 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -21082682.000000 Penalty: 5917.797852
	Iteration 62Q: 3 clusters Score -2.108268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150339 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -21082682.000000 Penalty: 5917.797852
	Iteration 63Q: 3 clusters Score -2.108268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150346 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -21082676.000000 Penalty: 5917.797852
	Iteration 64Q: 3 clusters Score -2.108268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150354 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -21082676.000000 Penalty: 5917.797852
	Iteration 65Q: 3 clusters Score -2.108268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150359 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -21082686.000000 Penalty: 5917.797852
	Iteration 66Q: 3 clusters Score -2.108269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150363 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -21082678.000000 Penalty: 5917.797852
	Iteration 67Q: 3 clusters Score -2.108268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150370 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -21082698.000000 Penalty: 5917.797852
	Iteration 68Q: 3 clusters Score -2.10827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150379 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -21082706.000000 Penalty: 5917.797852
	Iteration 69Q: 3 clusters Score -2.108271e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150390 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -21082704.000000 Penalty: 5917.797852
	Iteration 70Q: 3 clusters Score -2.10827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150398 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -21082688.000000 Penalty: 5917.797852
	Iteration 71Q: 3 clusters Score -2.108269e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150405 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -21082702.000000 Penalty: 5917.797852
	Iteration 72Q: 3 clusters Score -2.10827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150410 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -21082708.000000 Penalty: 5917.797852
	Iteration 73Q: 3 clusters Score -2.108271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150420 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -21082716.000000 Penalty: 5917.797852
	Iteration 74Q: 3 clusters Score -2.108272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150427 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -21082744.000000 Penalty: 5917.797852
	Iteration 75Q: 3 clusters Score -2.108274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150435 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -21082732.000000 Penalty: 5917.797852
	Iteration 76Q: 3 clusters Score -2.108273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150442 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -21082742.000000 Penalty: 5917.797852
	Iteration 77Q: 3 clusters Score -2.108274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150447 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -21082734.000000 Penalty: 5917.797852
	Iteration 78Q: 3 clusters Score -2.108273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150453 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -21082732.000000 Penalty: 5917.797852
	Iteration 79Q: 3 clusters Score -2.108273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150463 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -21082738.000000 Penalty: 5917.797852
	Iteration 80F: 3 clusters Score -2.108274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150474 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -21082724.000000 Penalty: 5917.797852
	Iteration 81Q: 3 clusters Score -2.108272e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150486 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -21082724.000000 Penalty: 5917.797852
	Iteration 82Q: 3 clusters Score -2.108272e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150500 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -21082704.000000 Penalty: 5917.797852
	Iteration 83Q: 3 clusters Score -2.10827e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150514 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -21082700.000000 Penalty: 5917.797852
	Iteration 84Q: 3 clusters Score -2.10827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150523 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -21082710.000000 Penalty: 5917.797852
	Iteration 85Q: 3 clusters Score -2.108271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150525 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -21082708.000000 Penalty: 5917.797852
	Iteration 86Q: 3 clusters Score -2.108271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150530 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -21082712.000000 Penalty: 5917.797852
	Iteration 87Q: 3 clusters Score -2.108271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150536 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -21082712.000000 Penalty: 5917.797852
	Iteration 88Q: 3 clusters Score -2.108271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150537 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -21082698.000000 Penalty: 5917.797852
	Iteration 89Q: 3 clusters Score -2.10827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150538 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -21082708.000000 Penalty: 5917.797852
	Iteration 90Q: 3 clusters Score -2.108271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150538 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -21082708.000000 Penalty: 5917.797852
	Iteration 91F: 3 clusters Score -2.108271e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -123549.171875 Penalty: 1703.257568
	Iteration 0F: 2 clusters Score -123549.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -121776.281250 Penalty: 3406.515137
	Iteration 0F: 3 clusters Score -121776.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -122116.156250 Penalty: 3406.515137
	Iteration 1F: 3 clusters Score -122116.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -122226.718750 Penalty: 3406.515137
	Iteration 2F: 3 clusters Score -122226.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -122307.968750 Penalty: 3406.515137
	Iteration 3Q: 3 clusters Score -122308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -122355.054688 Penalty: 3406.515137
	Iteration 4Q: 3 clusters Score -122355.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -122467.335938 Penalty: 3406.515137
	Iteration 5Q: 3 clusters Score -122467.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -122676.320312 Penalty: 3406.515137
	Iteration 6Q: 3 clusters Score -122676.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -122886.406250 Penalty: 3406.515137
	Iteration 7Q: 3 clusters Score -122886.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -123015.085938 Penalty: 3406.515137
	Iteration 8Q: 3 clusters Score -123015.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -123148.257812 Penalty: 3406.515137
	Iteration 9Q: 3 clusters Score -123148.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -123179.007812 Penalty: 3406.515137
	Iteration 10Q: 3 clusters Score -123179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -123215.945312 Penalty: 3406.515137
	Iteration 11Q: 3 clusters Score -123215.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -123232.093750 Penalty: 3406.515137
	Iteration 12Q: 3 clusters Score -123232.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -123247.429688 Penalty: 3406.515137
	Iteration 13Q: 3 clusters Score -123247.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -123277.781250 Penalty: 3406.515137
	Iteration 14Q: 3 clusters Score -123277.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -123341.453125 Penalty: 3406.515137
	Iteration 15Q: 3 clusters Score -123341.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -123474.171875 Penalty: 3406.515137
	Iteration 16Q: 3 clusters Score -123474.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -123601.437500 Penalty: 3406.515137
	Iteration 17Q: 3 clusters Score -123601.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -123667.335938 Penalty: 3406.515137
	Iteration 18Q: 3 clusters Score -123667.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -123724.359375 Penalty: 3406.515137
	Iteration 19Q: 3 clusters Score -123724.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -123750.382812 Penalty: 3406.515137
	Iteration 20F: 3 clusters Score -123750.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -123765.796875 Penalty: 3406.515137
	Iteration 21Q: 3 clusters Score -123765.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -123770.968750 Penalty: 3406.515137
	Iteration 22Q: 3 clusters Score -123771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -123778.640625 Penalty: 3406.515137
	Iteration 23Q: 3 clusters Score -123778.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -123788.609375 Penalty: 3406.515137
	Iteration 24Q: 3 clusters Score -123788.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -123794.750000 Penalty: 3406.515137
	Iteration 25Q: 3 clusters Score -123794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -123796.882812 Penalty: 3406.515137
	Iteration 26Q: 3 clusters Score -123796.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -123798.234375 Penalty: 3406.515137
	Iteration 27Q: 3 clusters Score -123798.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -123799.656250 Penalty: 3406.515137
	Iteration 28Q: 3 clusters Score -123799.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -123799.656250 Penalty: 3406.515137
	Iteration 29F: 3 clusters Score -123799.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 151910 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 54288 members 
Mstep: Class 5 contains 8375 members 
Mstep: Class 6 contains 49630 members 
Mstep: Class 7 contains 11051 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 41922 members 
Mstep: Class 10 contains 14012 members 
Mstep: Class 11 contains 36064 members 
Mstep: Class 12 contains 51436 members 
Mstep: Class 13 contains 390 members 
Mstep: Class 14 contains 84429 members 
Mstep: Class 15 contains 38326 members 
Mstep: Class 16 contains 69274 members 
Mstep: Class 17 contains 142902 members 
Mstep: Class 18 contains 30524 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165089 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
Score: -142943120.000000 Penalty: 103175.226562
Splitting cluster 3 changes total score from -142944560.000000 to -142943120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (54288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Entering Unmasked Estep 
Score: -7636767.500000 Penalty: 2703.710449
	Iteration 0F: 2 clusters Score -7636768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -7600092.000000 Penalty: 5407.420898
	Iteration 0F: 3 clusters Score -7600092 nChanged 25115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -7614142.000000 Penalty: 5407.420898
	Iteration 1F: 3 clusters Score -7614142 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -7614817.000000 Penalty: 5407.420898
	Iteration 2Q: 3 clusters Score -7614817 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -7615536.500000 Penalty: 5407.420898
	Iteration 3Q: 3 clusters Score -7615536 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -7616585.500000 Penalty: 5407.420898
	Iteration 4Q: 3 clusters Score -7616586 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -7618337.000000 Penalty: 5407.420898
	Iteration 5F: 3 clusters Score -7618337 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -7621092.000000 Penalty: 5407.420898
	Iteration 6F: 3 clusters Score -7621092 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -7624706.000000 Penalty: 5407.420898
	Iteration 7F: 3 clusters Score -7624706 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -7628397.500000 Penalty: 5407.420898
	Iteration 8F: 3 clusters Score -7628398 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -7631277.500000 Penalty: 5407.420898
	Iteration 9F: 3 clusters Score -7631278 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -7632884.500000 Penalty: 5407.420898
	Iteration 10Q: 3 clusters Score -7632884 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -7633731.000000 Penalty: 5407.420898
	Iteration 11Q: 3 clusters Score -7633731 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -7634151.500000 Penalty: 5407.420898
	Iteration 12Q: 3 clusters Score -7634152 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -7634371.500000 Penalty: 5407.420898
	Iteration 13Q: 3 clusters Score -7634372 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -7634506.500000 Penalty: 5407.420898
	Iteration 14Q: 3 clusters Score -7634506 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -7634652.000000 Penalty: 5407.420898
	Iteration 15Q: 3 clusters Score -7634652 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52199 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -7634771.000000 Penalty: 5407.420898
	Iteration 16Q: 3 clusters Score -7634771 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52356 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -7634825.500000 Penalty: 5407.420898
	Iteration 17Q: 3 clusters Score -7634826 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52491 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -7634893.500000 Penalty: 5407.420898
	Iteration 18Q: 3 clusters Score -7634894 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -7634948.500000 Penalty: 5407.420898
	Iteration 19Q: 3 clusters Score -7634948 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -7634962.500000 Penalty: 5407.420898
	Iteration 20F: 3 clusters Score -7634962 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -7634999.000000 Penalty: 5407.420898
	Iteration 21Q: 3 clusters Score -7634999 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -7635016.500000 Penalty: 5407.420898
	Iteration 22Q: 3 clusters Score -7635016 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -7635032.000000 Penalty: 5407.420898
	Iteration 23Q: 3 clusters Score -7635032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -7635043.500000 Penalty: 5407.420898
	Iteration 24Q: 3 clusters Score -7635044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -7635062.000000 Penalty: 5407.420898
	Iteration 25Q: 3 clusters Score -7635062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -7635072.500000 Penalty: 5407.420898
	Iteration 26Q: 3 clusters Score -7635072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52914 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -7635070.500000 Penalty: 5407.420898
	Iteration 27Q: 3 clusters Score -7635070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52928 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -7635082.500000 Penalty: 5407.420898
	Iteration 28Q: 3 clusters Score -7635082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -7635071.000000 Penalty: 5407.420898
	Iteration 29Q: 3 clusters Score -7635071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -7635074.000000 Penalty: 5407.420898
	Iteration 30Q: 3 clusters Score -7635074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -7635093.500000 Penalty: 5407.420898
	Iteration 31Q: 3 clusters Score -7635094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -7635121.000000 Penalty: 5407.420898
	Iteration 32Q: 3 clusters Score -7635121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7635137.000000 Penalty: 5407.420898
	Iteration 33Q: 3 clusters Score -7635137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53061 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7635142.000000 Penalty: 5407.420898
	Iteration 34Q: 3 clusters Score -7635142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53077 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7635157.500000 Penalty: 5407.420898
	Iteration 35Q: 3 clusters Score -7635158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53086 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7635161.500000 Penalty: 5407.420898
	Iteration 36Q: 3 clusters Score -7635162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53093 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7635158.500000 Penalty: 5407.420898
	Iteration 37Q: 3 clusters Score -7635158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -7635157.000000 Penalty: 5407.420898
	Iteration 38Q: 3 clusters Score -7635157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7635159.500000 Penalty: 5407.420898
	Iteration 39Q: 3 clusters Score -7635160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7635156.500000 Penalty: 5407.420898
	Iteration 40F: 3 clusters Score -7635156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53106 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7635157.500000 Penalty: 5407.420898
	Iteration 41Q: 3 clusters Score -7635158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53109 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7635160.000000 Penalty: 5407.420898
	Iteration 42Q: 3 clusters Score -7635160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53112 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -7635162.000000 Penalty: 5407.420898
	Iteration 43Q: 3 clusters Score -7635162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7635168.000000 Penalty: 5407.420898
	Iteration 44Q: 3 clusters Score -7635168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53114 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7635164.000000 Penalty: 5407.420898
	Iteration 45Q: 3 clusters Score -7635164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53114 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7635164.000000 Penalty: 5407.420898
	Iteration 46F: 3 clusters Score -7635164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Entering Unmasked Estep 
Score: -1051632.750000 Penalty: 2240.185547
	Iteration 0F: 2 clusters Score -1051633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1045029.687500 Penalty: 4480.371094
	Iteration 0F: 3 clusters Score -1045030 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1047206.875000 Penalty: 4480.371094
	Iteration 1F: 3 clusters Score -1047207 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1047813.062500 Penalty: 4480.371094
	Iteration 2F: 3 clusters Score -1047813 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1048312.062500 Penalty: 4480.371094
	Iteration 3F: 3 clusters Score -1048312 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1048743.375000 Penalty: 4480.371094
	Iteration 4F: 3 clusters Score -1048743 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1049148.125000 Penalty: 4480.371094
	Iteration 5F: 3 clusters Score -1049148 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1049484.125000 Penalty: 4480.371094
	Iteration 6F: 3 clusters Score -1049484 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1049774.125000 Penalty: 4480.371094
	Iteration 7Q: 3 clusters Score -1049774 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1050039.000000 Penalty: 4480.371094
	Iteration 8Q: 3 clusters Score -1050039 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1050238.375000 Penalty: 4480.371094
	Iteration 9Q: 3 clusters Score -1050238 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1050388.125000 Penalty: 4480.371094
	Iteration 10Q: 3 clusters Score -1050388 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1050475.000000 Penalty: 4480.371094
	Iteration 11Q: 3 clusters Score -1050475 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1050540.375000 Penalty: 4480.371094
	Iteration 12Q: 3 clusters Score -1050540 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1050596.125000 Penalty: 4480.371094
	Iteration 13Q: 3 clusters Score -1050596 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1050636.875000 Penalty: 4480.371094
	Iteration 14Q: 3 clusters Score -1050637 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1050673.375000 Penalty: 4480.371094
	Iteration 15Q: 3 clusters Score -1050673 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1050719.125000 Penalty: 4480.371094
	Iteration 16Q: 3 clusters Score -1050719 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1050770.625000 Penalty: 4480.371094
	Iteration 17Q: 3 clusters Score -1050771 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1050821.500000 Penalty: 4480.371094
	Iteration 18Q: 3 clusters Score -1050822 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1050864.375000 Penalty: 4480.371094
	Iteration 19Q: 3 clusters Score -1050864 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1050915.750000 Penalty: 4480.371094
	Iteration 20F: 3 clusters Score -1050916 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1050939.250000 Penalty: 4480.371094
	Iteration 21Q: 3 clusters Score -1050939 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1050951.000000 Penalty: 4480.371094
	Iteration 22Q: 3 clusters Score -1050951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1050958.625000 Penalty: 4480.371094
	Iteration 23Q: 3 clusters Score -1050959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1050963.000000 Penalty: 4480.371094
	Iteration 24Q: 3 clusters Score -1050963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1050965.000000 Penalty: 4480.371094
	Iteration 25Q: 3 clusters Score -1050965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1050969.750000 Penalty: 4480.371094
	Iteration 26Q: 3 clusters Score -1050970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1050966.250000 Penalty: 4480.371094
	Iteration 27Q: 3 clusters Score -1050966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1050964.750000 Penalty: 4480.371094
	Iteration 28Q: 3 clusters Score -1050965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1050965.375000 Penalty: 4480.371094
	Iteration 29Q: 3 clusters Score -1050965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1050969.375000 Penalty: 4480.371094
	Iteration 30Q: 3 clusters Score -1050969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1050970.625000 Penalty: 4480.371094
	Iteration 31Q: 3 clusters Score -1050971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1050970.500000 Penalty: 4480.371094
	Iteration 32Q: 3 clusters Score -1050970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1050972.375000 Penalty: 4480.371094
	Iteration 33Q: 3 clusters Score -1050972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1050971.375000 Penalty: 4480.371094
	Iteration 34Q: 3 clusters Score -1050971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1050971.375000 Penalty: 4480.371094
	Iteration 35F: 3 clusters Score -1050971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Entering Unmasked Estep 
Score: -6915637.500000 Penalty: 2681.463135
	Iteration 0F: 2 clusters Score -6915638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -6882102.500000 Penalty: 5362.926270
	Iteration 0F: 3 clusters Score -6882102 nChanged 22943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -6894823.000000 Penalty: 5362.926270
	Iteration 1F: 3 clusters Score -6894823 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -6895370.000000 Penalty: 5362.926270
	Iteration 2Q: 3 clusters Score -6895370 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -6895954.000000 Penalty: 5362.926270
	Iteration 3Q: 3 clusters Score -6895954 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -6896665.000000 Penalty: 5362.926270
	Iteration 4Q: 3 clusters Score -6896665 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -6897653.500000 Penalty: 5362.926270
	Iteration 5Q: 3 clusters Score -6897654 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -6898911.500000 Penalty: 5362.926270
	Iteration 6Q: 3 clusters Score -6898912 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -6900461.500000 Penalty: 5362.926270
	Iteration 7F: 3 clusters Score -6900462 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -6902239.000000 Penalty: 5362.926270
	Iteration 8F: 3 clusters Score -6902239 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -6904129.000000 Penalty: 5362.926270
	Iteration 9F: 3 clusters Score -6904129 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -6905852.500000 Penalty: 5362.926270
	Iteration 10F: 3 clusters Score -6905852 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -6907092.500000 Penalty: 5362.926270
	Iteration 11Q: 3 clusters Score -6907092 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -6907813.500000 Penalty: 5362.926270
	Iteration 12Q: 3 clusters Score -6907814 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -6908213.000000 Penalty: 5362.926270
	Iteration 13Q: 3 clusters Score -6908213 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -6908430.000000 Penalty: 5362.926270
	Iteration 14Q: 3 clusters Score -6908430 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -6908584.000000 Penalty: 5362.926270
	Iteration 15Q: 3 clusters Score -6908584 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -6908685.500000 Penalty: 5362.926270
	Iteration 16Q: 3 clusters Score -6908686 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -6908742.500000 Penalty: 5362.926270
	Iteration 17Q: 3 clusters Score -6908742 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -6908839.000000 Penalty: 5362.926270
	Iteration 18Q: 3 clusters Score -6908839 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -6908912.000000 Penalty: 5362.926270
	Iteration 19Q: 3 clusters Score -6908912 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -6908927.500000 Penalty: 5362.926270
	Iteration 20F: 3 clusters Score -6908928 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -6908973.500000 Penalty: 5362.926270
	Iteration 21Q: 3 clusters Score -6908974 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -6909018.000000 Penalty: 5362.926270
	Iteration 22Q: 3 clusters Score -6909018 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -6909088.000000 Penalty: 5362.926270
	Iteration 23Q: 3 clusters Score -6909088 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -6909128.000000 Penalty: 5362.926270
	Iteration 24Q: 3 clusters Score -6909128 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -6909135.500000 Penalty: 5362.926270
	Iteration 25Q: 3 clusters Score -6909136 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -6909160.500000 Penalty: 5362.926270
	Iteration 26Q: 3 clusters Score -6909160 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -6909194.000000 Penalty: 5362.926270
	Iteration 27Q: 3 clusters Score -6909194 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -6909199.500000 Penalty: 5362.926270
	Iteration 28Q: 3 clusters Score -6909200 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -6909215.000000 Penalty: 5362.926270
	Iteration 29Q: 3 clusters Score -6909215 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -6909244.000000 Penalty: 5362.926270
	Iteration 30Q: 3 clusters Score -6909244 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -6909268.000000 Penalty: 5362.926270
	Iteration 31Q: 3 clusters Score -6909268 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -6909291.500000 Penalty: 5362.926270
	Iteration 32Q: 3 clusters Score -6909292 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -6909308.000000 Penalty: 5362.926270
	Iteration 33Q: 3 clusters Score -6909308 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -6909291.000000 Penalty: 5362.926270
	Iteration 34Q: 3 clusters Score -6909291 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -6909307.500000 Penalty: 5362.926270
	Iteration 35Q: 3 clusters Score -6909308 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -6909308.500000 Penalty: 5362.926270
	Iteration 36Q: 3 clusters Score -6909308 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -6909339.000000 Penalty: 5362.926270
	Iteration 37Q: 3 clusters Score -6909339 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -6909324.500000 Penalty: 5362.926270
	Iteration 38Q: 3 clusters Score -6909324 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -6909328.500000 Penalty: 5362.926270
	Iteration 39Q: 3 clusters Score -6909328 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -6909346.000000 Penalty: 5362.926270
	Iteration 40F: 3 clusters Score -6909346 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -6909372.000000 Penalty: 5362.926270
	Iteration 41Q: 3 clusters Score -6909372 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -6909385.500000 Penalty: 5362.926270
	Iteration 42Q: 3 clusters Score -6909386 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -6909400.500000 Penalty: 5362.926270
	Iteration 43Q: 3 clusters Score -6909400 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -6909423.500000 Penalty: 5362.926270
	Iteration 44Q: 3 clusters Score -6909424 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -6909441.500000 Penalty: 5362.926270
	Iteration 45Q: 3 clusters Score -6909442 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -6909466.500000 Penalty: 5362.926270
	Iteration 46Q: 3 clusters Score -6909466 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -6909463.000000 Penalty: 5362.926270
	Iteration 47Q: 3 clusters Score -6909463 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -6909471.500000 Penalty: 5362.926270
	Iteration 48Q: 3 clusters Score -6909472 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -6909465.500000 Penalty: 5362.926270
	Iteration 49Q: 3 clusters Score -6909466 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -6909496.500000 Penalty: 5362.926270
	Iteration 50Q: 3 clusters Score -6909496 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -6909507.500000 Penalty: 5362.926270
	Iteration 51Q: 3 clusters Score -6909508 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -6909531.500000 Penalty: 5362.926270
	Iteration 52Q: 3 clusters Score -6909532 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -6909535.000000 Penalty: 5362.926270
	Iteration 53Q: 3 clusters Score -6909535 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -6909546.000000 Penalty: 5362.926270
	Iteration 54Q: 3 clusters Score -6909546 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -6909554.500000 Penalty: 5362.926270
	Iteration 55Q: 3 clusters Score -6909554 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -6909562.000000 Penalty: 5362.926270
	Iteration 56Q: 3 clusters Score -6909562 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -6909575.000000 Penalty: 5362.926270
	Iteration 57Q: 3 clusters Score -6909575 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -6909609.500000 Penalty: 5362.926270
	Iteration 58Q: 3 clusters Score -6909610 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -6909639.500000 Penalty: 5362.926270
	Iteration 59Q: 3 clusters Score -6909640 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -6909671.500000 Penalty: 5362.926270
	Iteration 60F: 3 clusters Score -6909672 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -6909682.000000 Penalty: 5362.926270
	Iteration 61Q: 3 clusters Score -6909682 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -6909694.000000 Penalty: 5362.926270
	Iteration 62Q: 3 clusters Score -6909694 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -6909720.500000 Penalty: 5362.926270
	Iteration 63Q: 3 clusters Score -6909720 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -6909740.500000 Penalty: 5362.926270
	Iteration 64Q: 3 clusters Score -6909740 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -6909758.000000 Penalty: 5362.926270
	Iteration 65Q: 3 clusters Score -6909758 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -6909804.500000 Penalty: 5362.926270
	Iteration 66Q: 3 clusters Score -6909804 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -6909831.000000 Penalty: 5362.926270
	Iteration 67Q: 3 clusters Score -6909831 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -6909845.500000 Penalty: 5362.926270
	Iteration 68Q: 3 clusters Score -6909846 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -6909864.000000 Penalty: 5362.926270
	Iteration 69Q: 3 clusters Score -6909864 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -6909864.000000 Penalty: 5362.926270
	Iteration 70Q: 3 clusters Score -6909864 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -6909879.000000 Penalty: 5362.926270
	Iteration 71Q: 3 clusters Score -6909879 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -6909900.500000 Penalty: 5362.926270
	Iteration 72Q: 3 clusters Score -6909900 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -6909907.500000 Penalty: 5362.926270
	Iteration 73Q: 3 clusters Score -6909908 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -6909935.000000 Penalty: 5362.926270
	Iteration 74Q: 3 clusters Score -6909935 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -6909965.000000 Penalty: 5362.926270
	Iteration 75Q: 3 clusters Score -6909965 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -6909981.500000 Penalty: 5362.926270
	Iteration 76Q: 3 clusters Score -6909982 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -6909994.000000 Penalty: 5362.926270
	Iteration 77Q: 3 clusters Score -6909994 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -6909987.500000 Penalty: 5362.926270
	Iteration 78Q: 3 clusters Score -6909988 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -6910016.000000 Penalty: 5362.926270
	Iteration 79Q: 3 clusters Score -6910016 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -6910027.000000 Penalty: 5362.926270
	Iteration 80F: 3 clusters Score -6910027 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -6910032.500000 Penalty: 5362.926270
	Iteration 81Q: 3 clusters Score -6910032 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -6910073.000000 Penalty: 5362.926270
	Iteration 82Q: 3 clusters Score -6910073 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -6910067.500000 Penalty: 5362.926270
	Iteration 83Q: 3 clusters Score -6910068 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -6910083.000000 Penalty: 5362.926270
	Iteration 84Q: 3 clusters Score -6910083 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -6910084.000000 Penalty: 5362.926270
	Iteration 85Q: 3 clusters Score -6910084 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -6910104.000000 Penalty: 5362.926270
	Iteration 86Q: 3 clusters Score -6910104 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -6910117.000000 Penalty: 5362.926270
	Iteration 87Q: 3 clusters Score -6910117 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -6910126.000000 Penalty: 5362.926270
	Iteration 88Q: 3 clusters Score -6910126 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -6910145.500000 Penalty: 5362.926270
	Iteration 89Q: 3 clusters Score -6910146 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -6910158.500000 Penalty: 5362.926270
	Iteration 90Q: 3 clusters Score -6910158 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -6910172.500000 Penalty: 5362.926270
	Iteration 91Q: 3 clusters Score -6910172 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -6910187.000000 Penalty: 5362.926270
	Iteration 92Q: 3 clusters Score -6910187 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -6910212.000000 Penalty: 5362.926270
	Iteration 93Q: 3 clusters Score -6910212 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -6910209.500000 Penalty: 5362.926270
	Iteration 94Q: 3 clusters Score -6910210 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -6910214.000000 Penalty: 5362.926270
	Iteration 95Q: 3 clusters Score -6910214 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -6910214.500000 Penalty: 5362.926270
	Iteration 96Q: 3 clusters Score -6910214 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -6910226.000000 Penalty: 5362.926270
	Iteration 97Q: 3 clusters Score -6910226 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -6910233.500000 Penalty: 5362.926270
	Iteration 98Q: 3 clusters Score -6910234 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -6910226.500000 Penalty: 5362.926270
	Iteration 99Q: 3 clusters Score -6910226 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -6910242.000000 Penalty: 5362.926270
	Iteration 100F: 3 clusters Score -6910242 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -6910267.500000 Penalty: 5362.926270
	Iteration 101Q: 3 clusters Score -6910268 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -6910296.000000 Penalty: 5362.926270
	Iteration 102Q: 3 clusters Score -6910296 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -6910314.500000 Penalty: 5362.926270
	Iteration 103Q: 3 clusters Score -6910314 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -6910332.000000 Penalty: 5362.926270
	Iteration 104Q: 3 clusters Score -6910332 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -6910328.500000 Penalty: 5362.926270
	Iteration 105Q: 3 clusters Score -6910328 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -6910330.500000 Penalty: 5362.926270
	Iteration 106Q: 3 clusters Score -6910330 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -6910326.000000 Penalty: 5362.926270
	Iteration 107Q: 3 clusters Score -6910326 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -6910326.500000 Penalty: 5362.926270
	Iteration 108Q: 3 clusters Score -6910326 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -6910320.500000 Penalty: 5362.926270
	Iteration 109Q: 3 clusters Score -6910320 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -6910350.500000 Penalty: 5362.926270
	Iteration 110Q: 3 clusters Score -6910350 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -6910358.000000 Penalty: 5362.926270
	Iteration 111Q: 3 clusters Score -6910358 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -6910375.000000 Penalty: 5362.926270
	Iteration 112Q: 3 clusters Score -6910375 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -6910371.000000 Penalty: 5362.926270
	Iteration 113Q: 3 clusters Score -6910371 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -6910373.000000 Penalty: 5362.926270
	Iteration 114Q: 3 clusters Score -6910373 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -6910355.000000 Penalty: 5362.926270
	Iteration 115Q: 3 clusters Score -6910355 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -6910367.000000 Penalty: 5362.926270
	Iteration 116Q: 3 clusters Score -6910367 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -6910361.000000 Penalty: 5362.926270
	Iteration 117Q: 3 clusters Score -6910361 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -6910369.000000 Penalty: 5362.926270
	Iteration 118Q: 3 clusters Score -6910369 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -6910379.500000 Penalty: 5362.926270
	Iteration 119Q: 3 clusters Score -6910380 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6910379 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6910358 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -6910377.500000 Penalty: 5362.926270
	Iteration 122Q: 3 clusters Score -6910378 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6910407 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6910410 nChanged 87
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Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -6910423.500000 Penalty: 5362.926270
	Iteration 125Q: 3 clusters Score -6910424 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6910466 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6910490 nChanged 79
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Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -6910500.000000 Penalty: 5362.926270
	Iteration 128Q: 3 clusters Score -6910500 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6910477 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -6910505.500000 Penalty: 5362.926270
	Iteration 130Q: 3 clusters Score -6910506 nChanged 76
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Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -6910494.500000 Penalty: 5362.926270
	Iteration 131Q: 3 clusters Score -6910494 nChanged 79
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Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -6910485.000000 Penalty: 5362.926270
	Iteration 132Q: 3 clusters Score -6910485 nChanged 83
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Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -6910504.000000 Penalty: 5362.926270
	Iteration 133Q: 3 clusters Score -6910504 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -6910503.000000 Penalty: 5362.926270
	Iteration 134Q: 3 clusters Score -6910503 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -6910512.000000 Penalty: 5362.926270
	Iteration 135Q: 3 clusters Score -6910512 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -6910507.000000 Penalty: 5362.926270
	Iteration 136Q: 3 clusters Score -6910507 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -6910552.500000 Penalty: 5362.926270
	Iteration 137Q: 3 clusters Score -6910552 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -6910566.500000 Penalty: 5362.926270
	Iteration 138Q: 3 clusters Score -6910566 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -6910554.500000 Penalty: 5362.926270
	Iteration 139Q: 3 clusters Score -6910554 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -6910565.500000 Penalty: 5362.926270
	Iteration 140F: 3 clusters Score -6910566 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6910580 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -6910589.500000 Penalty: 5362.926270
	Iteration 142Q: 3 clusters Score -6910590 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -6910612.000000 Penalty: 5362.926270
	Iteration 143Q: 3 clusters Score -6910612 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -6910611.000000 Penalty: 5362.926270
	Iteration 144Q: 3 clusters Score -6910611 nChanged 142
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6910614 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -6910630.000000 Penalty: 5362.926270
	Iteration 146Q: 3 clusters Score -6910630 nChanged 140
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -6910658.000000 Penalty: 5362.926270
	Iteration 147Q: 3 clusters Score -6910658 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -6910655.000000 Penalty: 5362.926270
	Iteration 148Q: 3 clusters Score -6910655 nChanged 122
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Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6910668 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -6910671.000000 Penalty: 5362.926270
	Iteration 150Q: 3 clusters Score -6910671 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6910692 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -6910706.000000 Penalty: 5362.926270
	Iteration 152Q: 3 clusters Score -6910706 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -6910689.000000 Penalty: 5362.926270
	Iteration 153Q: 3 clusters Score -6910689 nChanged 113
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -6910716.500000 Penalty: 5362.926270
	Iteration 154Q: 3 clusters Score -6910716 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6910716 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -6910718.000000 Penalty: 5362.926270
	Iteration 156Q: 3 clusters Score -6910718 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -6910723.000000 Penalty: 5362.926270
	Iteration 157Q: 3 clusters Score -6910723 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -6910726.500000 Penalty: 5362.926270
	Iteration 158Q: 3 clusters Score -6910726 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -6910754.500000 Penalty: 5362.926270
	Iteration 159Q: 3 clusters Score -6910754 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -6910772.500000 Penalty: 5362.926270
	Iteration 160F: 3 clusters Score -6910772 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6910782 nChanged 141
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Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -6910780.000000 Penalty: 5362.926270
	Iteration 162Q: 3 clusters Score -6910780 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -6910815.000000 Penalty: 5362.926270
	Iteration 163Q: 3 clusters Score -6910815 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -6910854.500000 Penalty: 5362.926270
	Iteration 164Q: 3 clusters Score -6910854 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -6910856.000000 Penalty: 5362.926270
	Iteration 165Q: 3 clusters Score -6910856 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -6910878 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -6910874 nChanged 129
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Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -6910878 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -6910898 nChanged 101
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Mstep: Class 1 contains 39075 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -6910914 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -6910917.000000 Penalty: 5362.926270
	Iteration 171Q: 3 clusters Score -6910917 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -6910940 nChanged 145
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Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -6910943.000000 Penalty: 5362.926270
	Iteration 173Q: 3 clusters Score -6910943 nChanged 154
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Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -6910950 nChanged 138
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Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -6910974 nChanged 151
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Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -6910983.000000 Penalty: 5362.926270
	Iteration 176Q: 3 clusters Score -6910983 nChanged 161
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Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -6911008 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -6911019.000000 Penalty: 5362.926270
	Iteration 178Q: 3 clusters Score -6911019 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -6911054.500000 Penalty: 5362.926270
	Iteration 179Q: 3 clusters Score -6911054 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -6911060.500000 Penalty: 5362.926270
	Iteration 180F: 3 clusters Score -6911060 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -6911088.500000 Penalty: 5362.926270
	Iteration 181Q: 3 clusters Score -6911088 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -6911122.000000 Penalty: 5362.926270
	Iteration 182Q: 3 clusters Score -6911122 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -6911147.500000 Penalty: 5362.926270
	Iteration 183Q: 3 clusters Score -6911148 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -6911181.000000 Penalty: 5362.926270
	Iteration 184Q: 3 clusters Score -6911181 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41146 members 
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Entering Unmasked Estep 
Score: -6911185.500000 Penalty: 5362.926270
	Iteration 185Q: 3 clusters Score -6911186 nChanged 151
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Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -6911224.000000 Penalty: 5362.926270
	Iteration 186Q: 3 clusters Score -6911224 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -6911233.500000 Penalty: 5362.926270
	Iteration 187Q: 3 clusters Score -6911234 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -6911270.000000 Penalty: 5362.926270
	Iteration 188Q: 3 clusters Score -6911270 nChanged 196
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -6911292.500000 Penalty: 5362.926270
	Iteration 189Q: 3 clusters Score -6911292 nChanged 212
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Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -6911314.000000 Penalty: 5362.926270
	Iteration 190Q: 3 clusters Score -6911314 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -6911356.500000 Penalty: 5362.926270
	Iteration 191Q: 3 clusters Score -6911356 nChanged 231
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Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -6911416 nChanged 250
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Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -6911462.500000 Penalty: 5362.926270
	Iteration 193Q: 3 clusters Score -6911462 nChanged 258
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Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -6911512.000000 Penalty: 5362.926270
	Iteration 194Q: 3 clusters Score -6911512 nChanged 293
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Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -6911575.000000 Penalty: 5362.926270
	Iteration 195Q: 3 clusters Score -6911575 nChanged 284
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Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -6911680 nChanged 297
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Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -6911742.000000 Penalty: 5362.926270
	Iteration 197Q: 3 clusters Score -6911742 nChanged 274
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Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -6911793.500000 Penalty: 5362.926270
	Iteration 198Q: 3 clusters Score -6911794 nChanged 283
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Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -6911880.500000 Penalty: 5362.926270
	Iteration 199Q: 3 clusters Score -6911880 nChanged 256
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Mstep: Class 1 contains 44719 members 
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Entering Unmasked Estep 
Score: -6911962.500000 Penalty: 5362.926270
	Iteration 200F: 3 clusters Score -6911962 nChanged 246
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Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -6911991 nChanged 250
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Mstep: Class 1 contains 45215 members 
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Entering Unmasked Estep 
Score: -6912066.000000 Penalty: 5362.926270
	Iteration 202Q: 3 clusters Score -6912066 nChanged 243
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Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -6912165.000000 Penalty: 5362.926270
	Iteration 203Q: 3 clusters Score -6912165 nChanged 262
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Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -6912249.000000 Penalty: 5362.926270
	Iteration 204Q: 3 clusters Score -6912249 nChanged 242
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -6912308.500000 Penalty: 5362.926270
	Iteration 205Q: 3 clusters Score -6912308 nChanged 225
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Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -6912408.500000 Penalty: 5362.926270
	Iteration 206Q: 3 clusters Score -6912408 nChanged 214
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Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -6912484.000000 Penalty: 5362.926270
	Iteration 207Q: 3 clusters Score -6912484 nChanged 208
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -6912550.000000 Penalty: 5362.926270
	Iteration 208Q: 3 clusters Score -6912550 nChanged 199
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -6912645.000000 Penalty: 5362.926270
	Iteration 209Q: 3 clusters Score -6912645 nChanged 214
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Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -6912707.000000 Penalty: 5362.926270
	Iteration 210Q: 3 clusters Score -6912707 nChanged 200
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Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -6912793.500000 Penalty: 5362.926270
	Iteration 211Q: 3 clusters Score -6912794 nChanged 189
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Entering Unmasked Estep 
Score: -6912876.500000 Penalty: 5362.926270
	Iteration 212Q: 3 clusters Score -6912876 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -6912946.500000 Penalty: 5362.926270
	Iteration 213Q: 3 clusters Score -6912946 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -6913016.000000 Penalty: 5362.926270
	Iteration 214Q: 3 clusters Score -6913016 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6913090.500000 Penalty: 5362.926270
	Iteration 215Q: 3 clusters Score -6913090 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -6913132.000000 Penalty: 5362.926270
	Iteration 216Q: 3 clusters Score -6913132 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6913186.500000 Penalty: 5362.926270
	Iteration 217Q: 3 clusters Score -6913186 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -6913210.500000 Penalty: 5362.926270
	Iteration 218Q: 3 clusters Score -6913210 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -6913215.500000 Penalty: 5362.926270
	Iteration 219Q: 3 clusters Score -6913216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6913229.000000 Penalty: 5362.926270
	Iteration 220F: 3 clusters Score -6913229 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6913248.500000 Penalty: 5362.926270
	Iteration 221Q: 3 clusters Score -6913248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6913255.500000 Penalty: 5362.926270
	Iteration 222Q: 3 clusters Score -6913256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6913267.500000 Penalty: 5362.926270
	Iteration 223Q: 3 clusters Score -6913268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -6913268.000000 Penalty: 5362.926270
	Iteration 224Q: 3 clusters Score -6913268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6913277.000000 Penalty: 5362.926270
	Iteration 225Q: 3 clusters Score -6913277 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6913287.500000 Penalty: 5362.926270
	Iteration 226Q: 3 clusters Score -6913288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6913312.000000 Penalty: 5362.926270
	Iteration 227Q: 3 clusters Score -6913312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6913311.500000 Penalty: 5362.926270
	Iteration 228Q: 3 clusters Score -6913312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6913313.500000 Penalty: 5362.926270
	Iteration 229Q: 3 clusters Score -6913314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6913310.000000 Penalty: 5362.926270
	Iteration 230Q: 3 clusters Score -6913310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6913311.000000 Penalty: 5362.926270
	Iteration 231Q: 3 clusters Score -6913311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6913314.500000 Penalty: 5362.926270
	Iteration 232Q: 3 clusters Score -6913314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6913311.500000 Penalty: 5362.926270
	Iteration 233Q: 3 clusters Score -6913312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6913332.500000 Penalty: 5362.926270
	Iteration 234Q: 3 clusters Score -6913332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6913330.000000 Penalty: 5362.926270
	Iteration 235Q: 3 clusters Score -6913330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6913333.500000 Penalty: 5362.926270
	Iteration 236Q: 3 clusters Score -6913334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6913331.000000 Penalty: 5362.926270
	Iteration 237Q: 3 clusters Score -6913331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6913334.000000 Penalty: 5362.926270
	Iteration 238Q: 3 clusters Score -6913334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6913330.000000 Penalty: 5362.926270
	Iteration 239Q: 3 clusters Score -6913330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6913337.500000 Penalty: 5362.926270
	Iteration 240F: 3 clusters Score -6913338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6913334.500000 Penalty: 5362.926270
	Iteration 241Q: 3 clusters Score -6913334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -6913342.000000 Penalty: 5362.926270
	Iteration 242Q: 3 clusters Score -6913342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6913344.500000 Penalty: 5362.926270
	Iteration 243Q: 3 clusters Score -6913344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6913351.500000 Penalty: 5362.926270
	Iteration 244Q: 3 clusters Score -6913352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6913350.000000 Penalty: 5362.926270
	Iteration 245Q: 3 clusters Score -6913350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6913351.500000 Penalty: 5362.926270
	Iteration 246Q: 3 clusters Score -6913352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6913358.500000 Penalty: 5362.926270
	Iteration 247Q: 3 clusters Score -6913358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6913363.000000 Penalty: 5362.926270
	Iteration 248Q: 3 clusters Score -6913363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6913356.500000 Penalty: 5362.926270
	Iteration 249Q: 3 clusters Score -6913356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6913354.500000 Penalty: 5362.926270
	Iteration 250Q: 3 clusters Score -6913354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6913360.000000 Penalty: 5362.926270
	Iteration 251Q: 3 clusters Score -6913360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6913356.000000 Penalty: 5362.926270
	Iteration 252Q: 3 clusters Score -6913356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48605 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6913362.500000 Penalty: 5362.926270
	Iteration 253Q: 3 clusters Score -6913362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -6913367.000000 Penalty: 5362.926270
	Iteration 254Q: 3 clusters Score -6913367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6913368.000000 Penalty: 5362.926270
	Iteration 255Q: 3 clusters Score -6913368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -6913363.500000 Penalty: 5362.926270
	Iteration 256Q: 3 clusters Score -6913364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -6913354.000000 Penalty: 5362.926270
	Iteration 257Q: 3 clusters Score -6913354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -6913355.500000 Penalty: 5362.926270
	Iteration 258Q: 3 clusters Score -6913356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6913355.500000 Penalty: 5362.926270
	Iteration 259Q: 3 clusters Score -6913356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6913349.500000 Penalty: 5362.926270
	Iteration 260F: 3 clusters Score -6913350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Entering Unmasked Estep 
Score: -1498215.875000 Penalty: 2308.948486
	Iteration 0F: 2 clusters Score -1498216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1489782.625000 Penalty: 4617.896973
	Iteration 0F: 3 clusters Score -1489783 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1492456.125000 Penalty: 4617.896973
	Iteration 1F: 3 clusters Score -1492456 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1492898.250000 Penalty: 4617.896973
	Iteration 2F: 3 clusters Score -1492898 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1493272.000000 Penalty: 4617.896973
	Iteration 3F: 3 clusters Score -1493272 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1493720.750000 Penalty: 4617.896973
	Iteration 4F: 3 clusters Score -1493721 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1494345.000000 Penalty: 4617.896973
	Iteration 5F: 3 clusters Score -1494345 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1495042.875000 Penalty: 4617.896973
	Iteration 6F: 3 clusters Score -1495043 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1495781.875000 Penalty: 4617.896973
	Iteration 7F: 3 clusters Score -1495782 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1496448.625000 Penalty: 4617.896973
	Iteration 8F: 3 clusters Score -1496449 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1497028.250000 Penalty: 4617.896973
	Iteration 9F: 3 clusters Score -1497028 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1497416.750000 Penalty: 4617.896973
	Iteration 10Q: 3 clusters Score -1497417 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1497632.000000 Penalty: 4617.896973
	Iteration 11Q: 3 clusters Score -1497632 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1497723.625000 Penalty: 4617.896973
	Iteration 12Q: 3 clusters Score -1497724 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1497766.625000 Penalty: 4617.896973
	Iteration 13Q: 3 clusters Score -1497767 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1497788.375000 Penalty: 4617.896973
	Iteration 14Q: 3 clusters Score -1497788 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1497799.125000 Penalty: 4617.896973
	Iteration 15Q: 3 clusters Score -1497799 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1497806.875000 Penalty: 4617.896973
	Iteration 16Q: 3 clusters Score -1497807 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1497814.250000 Penalty: 4617.896973
	Iteration 17Q: 3 clusters Score -1497814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1497816.000000 Penalty: 4617.896973
	Iteration 18Q: 3 clusters Score -1497816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1497819.500000 Penalty: 4617.896973
	Iteration 19Q: 3 clusters Score -1497820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1497819.500000 Penalty: 4617.896973
	Iteration 20F: 3 clusters Score -1497820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1497822.125000 Penalty: 4617.896973
	Iteration 21Q: 3 clusters Score -1497822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1497823.000000 Penalty: 4617.896973
	Iteration 22Q: 3 clusters Score -1497823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1497823.000000 Penalty: 4617.896973
	Iteration 23Q: 3 clusters Score -1497823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1497824.000000 Penalty: 4617.896973
	Iteration 24Q: 3 clusters Score -1497824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1497823.625000 Penalty: 4617.896973
	Iteration 25Q: 3 clusters Score -1497824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1497824.875000 Penalty: 4617.896973
	Iteration 26Q: 3 clusters Score -1497825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1497828.125000 Penalty: 4617.896973
	Iteration 27Q: 3 clusters Score -1497828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1497828.375000 Penalty: 4617.896973
	Iteration 28Q: 3 clusters Score -1497828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1497829.625000 Penalty: 4617.896973
	Iteration 29Q: 3 clusters Score -1497830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1497826.375000 Penalty: 4617.896973
	Iteration 30Q: 3 clusters Score -1497826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1497828.625000 Penalty: 4617.896973
	Iteration 31Q: 3 clusters Score -1497829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1497828.625000 Penalty: 4617.896973
	Iteration 32F: 3 clusters Score -1497829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Entering Unmasked Estep 
Score: -4735704.500000 Penalty: 2593.435547
	Iteration 0F: 2 clusters Score -4735704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -4711993.000000 Penalty: 5186.871094
	Iteration 0F: 3 clusters Score -4711993 nChanged 15934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -4720783.500000 Penalty: 5186.871094
	Iteration 1F: 3 clusters Score -4720784 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -4721531.000000 Penalty: 5186.871094
	Iteration 2F: 3 clusters Score -4721531 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -4722501.000000 Penalty: 5186.871094
	Iteration 3F: 3 clusters Score -4722501 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -4723769.500000 Penalty: 5186.871094
	Iteration 4F: 3 clusters Score -4723770 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -4725340.500000 Penalty: 5186.871094
	Iteration 5F: 3 clusters Score -4725340 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -4726953.000000 Penalty: 5186.871094
	Iteration 6F: 3 clusters Score -4726953 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -4728323.000000 Penalty: 5186.871094
	Iteration 7F: 3 clusters Score -4728323 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -4729383.500000 Penalty: 5186.871094
	Iteration 8Q: 3 clusters Score -4729384 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -4730220.000000 Penalty: 5186.871094
	Iteration 9Q: 3 clusters Score -4730220 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -4730893.500000 Penalty: 5186.871094
	Iteration 10Q: 3 clusters Score -4730894 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -4731502.500000 Penalty: 5186.871094
	Iteration 11Q: 3 clusters Score -4731502 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -4732035.000000 Penalty: 5186.871094
	Iteration 12Q: 3 clusters Score -4732035 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -4732504.000000 Penalty: 5186.871094
	Iteration 13Q: 3 clusters Score -4732504 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -4732872.500000 Penalty: 5186.871094
	Iteration 14Q: 3 clusters Score -4732872 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -4733118.000000 Penalty: 5186.871094
	Iteration 15Q: 3 clusters Score -4733118 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -4733286.000000 Penalty: 5186.871094
	Iteration 16Q: 3 clusters Score -4733286 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -4733386.500000 Penalty: 5186.871094
	Iteration 17Q: 3 clusters Score -4733386 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -4733468.000000 Penalty: 5186.871094
	Iteration 18Q: 3 clusters Score -4733468 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -4733527.500000 Penalty: 5186.871094
	Iteration 19Q: 3 clusters Score -4733528 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -4733584.000000 Penalty: 5186.871094
	Iteration 20F: 3 clusters Score -4733584 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -4733626.500000 Penalty: 5186.871094
	Iteration 21Q: 3 clusters Score -4733626 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -4733651.000000 Penalty: 5186.871094
	Iteration 22Q: 3 clusters Score -4733651 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -4733682.500000 Penalty: 5186.871094
	Iteration 23Q: 3 clusters Score -4733682 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -4733698.000000 Penalty: 5186.871094
	Iteration 24Q: 3 clusters Score -4733698 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -4733733.000000 Penalty: 5186.871094
	Iteration 25Q: 3 clusters Score -4733733 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -4733749.000000 Penalty: 5186.871094
	Iteration 26Q: 3 clusters Score -4733749 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -4733768.500000 Penalty: 5186.871094
	Iteration 27Q: 3 clusters Score -4733768 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4733776.500000 Penalty: 5186.871094
	Iteration 28Q: 3 clusters Score -4733776 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -4733783.000000 Penalty: 5186.871094
	Iteration 29Q: 3 clusters Score -4733783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4733790.000000 Penalty: 5186.871094
	Iteration 30Q: 3 clusters Score -4733790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -4733788.000000 Penalty: 5186.871094
	Iteration 31Q: 3 clusters Score -4733788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4733795.500000 Penalty: 5186.871094
	Iteration 32Q: 3 clusters Score -4733796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -4733803.000000 Penalty: 5186.871094
	Iteration 33Q: 3 clusters Score -4733803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4733809.500000 Penalty: 5186.871094
	Iteration 34Q: 3 clusters Score -4733810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -4733809.000000 Penalty: 5186.871094
	Iteration 35Q: 3 clusters Score -4733809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4733812.500000 Penalty: 5186.871094
	Iteration 36Q: 3 clusters Score -4733812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4733813.500000 Penalty: 5186.871094
	Iteration 37Q: 3 clusters Score -4733814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4733822.000000 Penalty: 5186.871094
	Iteration 38Q: 3 clusters Score -4733822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4733815.000000 Penalty: 5186.871094
	Iteration 39Q: 3 clusters Score -4733815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4733823.500000 Penalty: 5186.871094
	Iteration 40F: 3 clusters Score -4733824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4733832.500000 Penalty: 5186.871094
	Iteration 41Q: 3 clusters Score -4733832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4733836.000000 Penalty: 5186.871094
	Iteration 42Q: 3 clusters Score -4733836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -4733830.500000 Penalty: 5186.871094
	Iteration 43Q: 3 clusters Score -4733830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4733827.000000 Penalty: 5186.871094
	Iteration 44Q: 3 clusters Score -4733827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4733831.500000 Penalty: 5186.871094
	Iteration 45Q: 3 clusters Score -4733832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4733835.500000 Penalty: 5186.871094
	Iteration 46Q: 3 clusters Score -4733836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -4733837.000000 Penalty: 5186.871094
	Iteration 47Q: 3 clusters Score -4733837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -4733840.000000 Penalty: 5186.871094
	Iteration 48Q: 3 clusters Score -4733840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -4733845.000000 Penalty: 5186.871094
	Iteration 49Q: 3 clusters Score -4733845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -4733842.000000 Penalty: 5186.871094
	Iteration 50Q: 3 clusters Score -4733842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4733840.500000 Penalty: 5186.871094
	Iteration 51Q: 3 clusters Score -4733840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4733844.500000 Penalty: 5186.871094
	Iteration 52Q: 3 clusters Score -4733844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4733840.500000 Penalty: 5186.871094
	Iteration 53Q: 3 clusters Score -4733840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4733840.500000 Penalty: 5186.871094
	Iteration 54F: 3 clusters Score -4733840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Entering Unmasked Estep 
Score: -5673859.500000 Penalty: 2639.604492
	Iteration 0F: 2 clusters Score -5673860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -5645367.000000 Penalty: 5279.208984
	Iteration 0F: 3 clusters Score -5645367 nChanged 19344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -5655900.500000 Penalty: 5279.208984
	Iteration 1F: 3 clusters Score -5655900 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -5656301.000000 Penalty: 5279.208984
	Iteration 2Q: 3 clusters Score -5656301 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -5656716.000000 Penalty: 5279.208984
	Iteration 3Q: 3 clusters Score -5656716 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -5657060.500000 Penalty: 5279.208984
	Iteration 4Q: 3 clusters Score -5657060 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -5657425.000000 Penalty: 5279.208984
	Iteration 5Q: 3 clusters Score -5657425 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -5657866.500000 Penalty: 5279.208984
	Iteration 6Q: 3 clusters Score -5657866 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -5658413.500000 Penalty: 5279.208984
	Iteration 7Q: 3 clusters Score -5658414 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -5659080.000000 Penalty: 5279.208984
	Iteration 8Q: 3 clusters Score -5659080 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -5659896.500000 Penalty: 5279.208984
	Iteration 9Q: 3 clusters Score -5659896 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -5660738.000000 Penalty: 5279.208984
	Iteration 10Q: 3 clusters Score -5660738 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -5661540.000000 Penalty: 5279.208984
	Iteration 11Q: 3 clusters Score -5661540 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -5662289.500000 Penalty: 5279.208984
	Iteration 12Q: 3 clusters Score -5662290 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -5663056.500000 Penalty: 5279.208984
	Iteration 13Q: 3 clusters Score -5663056 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -5663805.500000 Penalty: 5279.208984
	Iteration 14Q: 3 clusters Score -5663806 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -5664632.500000 Penalty: 5279.208984
	Iteration 15Q: 3 clusters Score -5664632 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -5665510.000000 Penalty: 5279.208984
	Iteration 16Q: 3 clusters Score -5665510 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -5666350.500000 Penalty: 5279.208984
	Iteration 17Q: 3 clusters Score -5666350 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -5667136.500000 Penalty: 5279.208984
	Iteration 18Q: 3 clusters Score -5667136 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -5667928.500000 Penalty: 5279.208984
	Iteration 19Q: 3 clusters Score -5667928 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -5668636.500000 Penalty: 5279.208984
	Iteration 20F: 3 clusters Score -5668636 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -5669248.000000 Penalty: 5279.208984
	Iteration 21Q: 3 clusters Score -5669248 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -5669740.500000 Penalty: 5279.208984
	Iteration 22Q: 3 clusters Score -5669740 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -5670100.500000 Penalty: 5279.208984
	Iteration 23Q: 3 clusters Score -5670100 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -5670446.000000 Penalty: 5279.208984
	Iteration 24Q: 3 clusters Score -5670446 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -5670680.500000 Penalty: 5279.208984
	Iteration 25Q: 3 clusters Score -5670680 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -5670866.500000 Penalty: 5279.208984
	Iteration 26Q: 3 clusters Score -5670866 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -5671016.000000 Penalty: 5279.208984
	Iteration 27Q: 3 clusters Score -5671016 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -5671141.500000 Penalty: 5279.208984
	Iteration 28Q: 3 clusters Score -5671142 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -5671249.000000 Penalty: 5279.208984
	Iteration 29Q: 3 clusters Score -5671249 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -5671344.000000 Penalty: 5279.208984
	Iteration 30Q: 3 clusters Score -5671344 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -5671413.000000 Penalty: 5279.208984
	Iteration 31Q: 3 clusters Score -5671413 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -5671476.000000 Penalty: 5279.208984
	Iteration 32Q: 3 clusters Score -5671476 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -5671543.500000 Penalty: 5279.208984
	Iteration 33Q: 3 clusters Score -5671544 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -5671580.000000 Penalty: 5279.208984
	Iteration 34Q: 3 clusters Score -5671580 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -5671635.000000 Penalty: 5279.208984
	Iteration 35Q: 3 clusters Score -5671635 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -5671644.500000 Penalty: 5279.208984
	Iteration 36Q: 3 clusters Score -5671644 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -5671673.500000 Penalty: 5279.208984
	Iteration 37Q: 3 clusters Score -5671674 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -5671700.000000 Penalty: 5279.208984
	Iteration 38Q: 3 clusters Score -5671700 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -5671724.500000 Penalty: 5279.208984
	Iteration 39Q: 3 clusters Score -5671724 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -5671746.000000 Penalty: 5279.208984
	Iteration 40F: 3 clusters Score -5671746 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5671761.500000 Penalty: 5279.208984
	Iteration 41Q: 3 clusters Score -5671762 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5671770.500000 Penalty: 5279.208984
	Iteration 42Q: 3 clusters Score -5671770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -5671778.500000 Penalty: 5279.208984
	Iteration 43Q: 3 clusters Score -5671778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -5671789.000000 Penalty: 5279.208984
	Iteration 44Q: 3 clusters Score -5671789 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5671795.000000 Penalty: 5279.208984
	Iteration 45Q: 3 clusters Score -5671795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -5671806.500000 Penalty: 5279.208984
	Iteration 46Q: 3 clusters Score -5671806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5671824.000000 Penalty: 5279.208984
	Iteration 47Q: 3 clusters Score -5671824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5671827.500000 Penalty: 5279.208984
	Iteration 48Q: 3 clusters Score -5671828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5671827.500000 Penalty: 5279.208984
	Iteration 49Q: 3 clusters Score -5671828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5671842.500000 Penalty: 5279.208984
	Iteration 50Q: 3 clusters Score -5671842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -5671838.500000 Penalty: 5279.208984
	Iteration 51Q: 3 clusters Score -5671838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5671851.000000 Penalty: 5279.208984
	Iteration 52Q: 3 clusters Score -5671851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5671848.000000 Penalty: 5279.208984
	Iteration 53Q: 3 clusters Score -5671848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5671846.500000 Penalty: 5279.208984
	Iteration 54Q: 3 clusters Score -5671846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5671854.000000 Penalty: 5279.208984
	Iteration 55Q: 3 clusters Score -5671854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5671859.500000 Penalty: 5279.208984
	Iteration 56Q: 3 clusters Score -5671860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5671852.500000 Penalty: 5279.208984
	Iteration 57Q: 3 clusters Score -5671852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5671849.000000 Penalty: 5279.208984
	Iteration 58Q: 3 clusters Score -5671849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5671854.000000 Penalty: 5279.208984
	Iteration 59Q: 3 clusters Score -5671854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5671857.500000 Penalty: 5279.208984
	Iteration 60F: 3 clusters Score -5671858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Entering Unmasked Estep 
Score: -1839107.875000 Penalty: 2367.822021
	Iteration 0F: 2 clusters Score -1839108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1828816.125000 Penalty: 4735.644043
	Iteration 0F: 3 clusters Score -1828816 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1832370.250000 Penalty: 4735.644043
	Iteration 1F: 3 clusters Score -1832370 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1833368.500000 Penalty: 4735.644043
	Iteration 2F: 3 clusters Score -1833368 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1834439.500000 Penalty: 4735.644043
	Iteration 3F: 3 clusters Score -1834440 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1835317.750000 Penalty: 4735.644043
	Iteration 4F: 3 clusters Score -1835318 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1836029.250000 Penalty: 4735.644043
	Iteration 5F: 3 clusters Score -1836029 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1836535.250000 Penalty: 4735.644043
	Iteration 6F: 3 clusters Score -1836535 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1836914.125000 Penalty: 4735.644043
	Iteration 7Q: 3 clusters Score -1836914 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1837236.000000 Penalty: 4735.644043
	Iteration 8Q: 3 clusters Score -1837236 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1837480.000000 Penalty: 4735.644043
	Iteration 9Q: 3 clusters Score -1837480 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1837659.500000 Penalty: 4735.644043
	Iteration 10Q: 3 clusters Score -1837660 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1837812.375000 Penalty: 4735.644043
	Iteration 11Q: 3 clusters Score -1837812 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1837935.125000 Penalty: 4735.644043
	Iteration 12Q: 3 clusters Score -1837935 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1838020.625000 Penalty: 4735.644043
	Iteration 13Q: 3 clusters Score -1838021 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1838085.875000 Penalty: 4735.644043
	Iteration 14Q: 3 clusters Score -1838086 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1838136.250000 Penalty: 4735.644043
	Iteration 15Q: 3 clusters Score -1838136 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1838185.000000 Penalty: 4735.644043
	Iteration 16Q: 3 clusters Score -1838185 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1838239.625000 Penalty: 4735.644043
	Iteration 17Q: 3 clusters Score -1838240 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1838270.250000 Penalty: 4735.644043
	Iteration 18Q: 3 clusters Score -1838270 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1838297.750000 Penalty: 4735.644043
	Iteration 19Q: 3 clusters Score -1838298 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1838316.375000 Penalty: 4735.644043
	Iteration 20F: 3 clusters Score -1838316 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1838329.625000 Penalty: 4735.644043
	Iteration 21Q: 3 clusters Score -1838330 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1838355.375000 Penalty: 4735.644043
	Iteration 22Q: 3 clusters Score -1838355 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1838376.000000 Penalty: 4735.644043
	Iteration 23Q: 3 clusters Score -1838376 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1838389.375000 Penalty: 4735.644043
	Iteration 24Q: 3 clusters Score -1838389 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1838402.500000 Penalty: 4735.644043
	Iteration 25Q: 3 clusters Score -1838402 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1838433.625000 Penalty: 4735.644043
	Iteration 26Q: 3 clusters Score -1838434 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1838453.375000 Penalty: 4735.644043
	Iteration 27Q: 3 clusters Score -1838453 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1838474.125000 Penalty: 4735.644043
	Iteration 28Q: 3 clusters Score -1838474 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1838500.875000 Penalty: 4735.644043
	Iteration 29Q: 3 clusters Score -1838501 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1838532.750000 Penalty: 4735.644043
	Iteration 30Q: 3 clusters Score -1838533 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1838549.625000 Penalty: 4735.644043
	Iteration 31Q: 3 clusters Score -1838550 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1838562.750000 Penalty: 4735.644043
	Iteration 32Q: 3 clusters Score -1838563 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1838571.500000 Penalty: 4735.644043
	Iteration 33Q: 3 clusters Score -1838572 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1838591.500000 Penalty: 4735.644043
	Iteration 34Q: 3 clusters Score -1838592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1838596.875000 Penalty: 4735.644043
	Iteration 35Q: 3 clusters Score -1838597 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1838611.250000 Penalty: 4735.644043
	Iteration 36Q: 3 clusters Score -1838611 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1838628.875000 Penalty: 4735.644043
	Iteration 37Q: 3 clusters Score -1838629 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1838646.250000 Penalty: 4735.644043
	Iteration 38Q: 3 clusters Score -1838646 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1838662.125000 Penalty: 4735.644043
	Iteration 39Q: 3 clusters Score -1838662 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1838680.000000 Penalty: 4735.644043
	Iteration 40F: 3 clusters Score -1838680 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1838700.375000 Penalty: 4735.644043
	Iteration 41Q: 3 clusters Score -1838700 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1838709.125000 Penalty: 4735.644043
	Iteration 42Q: 3 clusters Score -1838709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1838725.375000 Penalty: 4735.644043
	Iteration 43Q: 3 clusters Score -1838725 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1838731.500000 Penalty: 4735.644043
	Iteration 44Q: 3 clusters Score -1838732 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1838748.750000 Penalty: 4735.644043
	Iteration 45Q: 3 clusters Score -1838749 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1838758.125000 Penalty: 4735.644043
	Iteration 46Q: 3 clusters Score -1838758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1838768.750000 Penalty: 4735.644043
	Iteration 47Q: 3 clusters Score -1838769 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1838779.125000 Penalty: 4735.644043
	Iteration 48Q: 3 clusters Score -1838779 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1838787.500000 Penalty: 4735.644043
	Iteration 49Q: 3 clusters Score -1838788 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1838804.375000 Penalty: 4735.644043
	Iteration 50Q: 3 clusters Score -1838804 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1838817.250000 Penalty: 4735.644043
	Iteration 51Q: 3 clusters Score -1838817 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1838825.875000 Penalty: 4735.644043
	Iteration 52Q: 3 clusters Score -1838826 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1838836.375000 Penalty: 4735.644043
	Iteration 53Q: 3 clusters Score -1838836 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1838848.625000 Penalty: 4735.644043
	Iteration 54Q: 3 clusters Score -1838849 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1838860.500000 Penalty: 4735.644043
	Iteration 55Q: 3 clusters Score -1838860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1838880.625000 Penalty: 4735.644043
	Iteration 56Q: 3 clusters Score -1838881 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1838893.250000 Penalty: 4735.644043
	Iteration 57Q: 3 clusters Score -1838893 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1838910.375000 Penalty: 4735.644043
	Iteration 58Q: 3 clusters Score -1838910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1838916.875000 Penalty: 4735.644043
	Iteration 59Q: 3 clusters Score -1838917 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1838921.750000 Penalty: 4735.644043
	Iteration 60F: 3 clusters Score -1838922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1838935.375000 Penalty: 4735.644043
	Iteration 61Q: 3 clusters Score -1838935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1838949.750000 Penalty: 4735.644043
	Iteration 62Q: 3 clusters Score -1838950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1838960.875000 Penalty: 4735.644043
	Iteration 63Q: 3 clusters Score -1838961 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1838972.500000 Penalty: 4735.644043
	Iteration 64Q: 3 clusters Score -1838972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1838989.250000 Penalty: 4735.644043
	Iteration 65Q: 3 clusters Score -1838989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1838993.625000 Penalty: 4735.644043
	Iteration 66Q: 3 clusters Score -1838994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1839005.375000 Penalty: 4735.644043
	Iteration 67Q: 3 clusters Score -1839005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1839013.375000 Penalty: 4735.644043
	Iteration 68Q: 3 clusters Score -1839013 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1839024.750000 Penalty: 4735.644043
	Iteration 69Q: 3 clusters Score -1839025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1839033.875000 Penalty: 4735.644043
	Iteration 70Q: 3 clusters Score -1839034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1839038.250000 Penalty: 4735.644043
	Iteration 71Q: 3 clusters Score -1839038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1839047.500000 Penalty: 4735.644043
	Iteration 72Q: 3 clusters Score -1839048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1839058.000000 Penalty: 4735.644043
	Iteration 73Q: 3 clusters Score -1839058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1839058.625000 Penalty: 4735.644043
	Iteration 74Q: 3 clusters Score -1839059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1839062.250000 Penalty: 4735.644043
	Iteration 75Q: 3 clusters Score -1839062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1839058.250000 Penalty: 4735.644043
	Iteration 76Q: 3 clusters Score -1839058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1839060.500000 Penalty: 4735.644043
	Iteration 77Q: 3 clusters Score -1839060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1839060.750000 Penalty: 4735.644043
	Iteration 78Q: 3 clusters Score -1839061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1839063.750000 Penalty: 4735.644043
	Iteration 79Q: 3 clusters Score -1839064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1839063.250000 Penalty: 4735.644043
	Iteration 80F: 3 clusters Score -1839063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1839065.000000 Penalty: 4735.644043
	Iteration 81Q: 3 clusters Score -1839065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1839073.125000 Penalty: 4735.644043
	Iteration 82Q: 3 clusters Score -1839073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1839071.125000 Penalty: 4735.644043
	Iteration 83Q: 3 clusters Score -1839071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1839071.125000 Penalty: 4735.644043
	Iteration 84Q: 3 clusters Score -1839071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1839072.500000 Penalty: 4735.644043
	Iteration 85Q: 3 clusters Score -1839072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1839073.125000 Penalty: 4735.644043
	Iteration 86Q: 3 clusters Score -1839073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1839070.750000 Penalty: 4735.644043
	Iteration 87Q: 3 clusters Score -1839071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1839075.375000 Penalty: 4735.644043
	Iteration 88Q: 3 clusters Score -1839075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1839074.000000 Penalty: 4735.644043
	Iteration 89Q: 3 clusters Score -1839074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1839073.750000 Penalty: 4735.644043
	Iteration 90Q: 3 clusters Score -1839074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1839073.750000 Penalty: 4735.644043
	Iteration 91Q: 3 clusters Score -1839074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1839075.875000 Penalty: 4735.644043
	Iteration 92Q: 3 clusters Score -1839076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1839075.875000 Penalty: 4735.644043
	Iteration 93F: 3 clusters Score -1839076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Entering Unmasked Estep 
Score: -5069902.500000 Penalty: 2602.276611
	Iteration 0F: 2 clusters Score -5069902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -5045374.500000 Penalty: 5204.553223
	Iteration 0F: 3 clusters Score -5045374 nChanged 16421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -5054435.500000 Penalty: 5204.553223
	Iteration 1F: 3 clusters Score -5054436 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -5054964.000000 Penalty: 5204.553223
	Iteration 2Q: 3 clusters Score -5054964 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -5055529.000000 Penalty: 5204.553223
	Iteration 3Q: 3 clusters Score -5055529 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -5056123.500000 Penalty: 5204.553223
	Iteration 4Q: 3 clusters Score -5056124 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -5056760.500000 Penalty: 5204.553223
	Iteration 5Q: 3 clusters Score -5056760 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -5057404.500000 Penalty: 5204.553223
	Iteration 6Q: 3 clusters Score -5057404 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -5058126.000000 Penalty: 5204.553223
	Iteration 7Q: 3 clusters Score -5058126 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -5058856.000000 Penalty: 5204.553223
	Iteration 8Q: 3 clusters Score -5058856 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -5059641.500000 Penalty: 5204.553223
	Iteration 9Q: 3 clusters Score -5059642 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -5060366.500000 Penalty: 5204.553223
	Iteration 10Q: 3 clusters Score -5060366 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -5061160.000000 Penalty: 5204.553223
	Iteration 11Q: 3 clusters Score -5061160 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -5061984.000000 Penalty: 5204.553223
	Iteration 12Q: 3 clusters Score -5061984 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -5062839.000000 Penalty: 5204.553223
	Iteration 13Q: 3 clusters Score -5062839 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -5063521.000000 Penalty: 5204.553223
	Iteration 14Q: 3 clusters Score -5063521 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -5064112.000000 Penalty: 5204.553223
	Iteration 15Q: 3 clusters Score -5064112 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -5064601.500000 Penalty: 5204.553223
	Iteration 16Q: 3 clusters Score -5064602 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -5065008.000000 Penalty: 5204.553223
	Iteration 17Q: 3 clusters Score -5065008 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -5065332.500000 Penalty: 5204.553223
	Iteration 18Q: 3 clusters Score -5065332 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -5065545.500000 Penalty: 5204.553223
	Iteration 19Q: 3 clusters Score -5065546 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -5065769.000000 Penalty: 5204.553223
	Iteration 20F: 3 clusters Score -5065769 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -5065949.000000 Penalty: 5204.553223
	Iteration 21Q: 3 clusters Score -5065949 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -5066146.000000 Penalty: 5204.553223
	Iteration 22Q: 3 clusters Score -5066146 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -5066328.500000 Penalty: 5204.553223
	Iteration 23Q: 3 clusters Score -5066328 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -5066475.500000 Penalty: 5204.553223
	Iteration 24Q: 3 clusters Score -5066476 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -5066645.500000 Penalty: 5204.553223
	Iteration 25Q: 3 clusters Score -5066646 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -5066802.500000 Penalty: 5204.553223
	Iteration 26Q: 3 clusters Score -5066802 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5066949.500000 Penalty: 5204.553223
	Iteration 27Q: 3 clusters Score -5066950 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -5067059.500000 Penalty: 5204.553223
	Iteration 28Q: 3 clusters Score -5067060 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -5067136.000000 Penalty: 5204.553223
	Iteration 29Q: 3 clusters Score -5067136 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5067213.000000 Penalty: 5204.553223
	Iteration 30Q: 3 clusters Score -5067213 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5067281.500000 Penalty: 5204.553223
	Iteration 31Q: 3 clusters Score -5067282 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5067345.500000 Penalty: 5204.553223
	Iteration 32Q: 3 clusters Score -5067346 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5067381.000000 Penalty: 5204.553223
	Iteration 33Q: 3 clusters Score -5067381 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5067424.000000 Penalty: 5204.553223
	Iteration 34Q: 3 clusters Score -5067424 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5067458.500000 Penalty: 5204.553223
	Iteration 35Q: 3 clusters Score -5067458 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5067486.500000 Penalty: 5204.553223
	Iteration 36Q: 3 clusters Score -5067486 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5067517.500000 Penalty: 5204.553223
	Iteration 37Q: 3 clusters Score -5067518 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5067553.000000 Penalty: 5204.553223
	Iteration 38Q: 3 clusters Score -5067553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5067565.500000 Penalty: 5204.553223
	Iteration 39Q: 3 clusters Score -5067566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5067588.000000 Penalty: 5204.553223
	Iteration 40F: 3 clusters Score -5067588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5067596.000000 Penalty: 5204.553223
	Iteration 41Q: 3 clusters Score -5067596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5067604.000000 Penalty: 5204.553223
	Iteration 42Q: 3 clusters Score -5067604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5067608.000000 Penalty: 5204.553223
	Iteration 43Q: 3 clusters Score -5067608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5067619.000000 Penalty: 5204.553223
	Iteration 44Q: 3 clusters Score -5067619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5067627.000000 Penalty: 5204.553223
	Iteration 45Q: 3 clusters Score -5067627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5067642.500000 Penalty: 5204.553223
	Iteration 46Q: 3 clusters Score -5067642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5067645.500000 Penalty: 5204.553223
	Iteration 47Q: 3 clusters Score -5067646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5067655.000000 Penalty: 5204.553223
	Iteration 48Q: 3 clusters Score -5067655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5067658.500000 Penalty: 5204.553223
	Iteration 49Q: 3 clusters Score -5067658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5067658.500000 Penalty: 5204.553223
	Iteration 50Q: 3 clusters Score -5067658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5067669.500000 Penalty: 5204.553223
	Iteration 51Q: 3 clusters Score -5067670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5067672.000000 Penalty: 5204.553223
	Iteration 52Q: 3 clusters Score -5067672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5067678.000000 Penalty: 5204.553223
	Iteration 53Q: 3 clusters Score -5067678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5067682.000000 Penalty: 5204.553223
	Iteration 54Q: 3 clusters Score -5067682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5067677.500000 Penalty: 5204.553223
	Iteration 55Q: 3 clusters Score -5067678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5067685.000000 Penalty: 5204.553223
	Iteration 56Q: 3 clusters Score -5067685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5067687.000000 Penalty: 5204.553223
	Iteration 57Q: 3 clusters Score -5067687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5067684.500000 Penalty: 5204.553223
	Iteration 58Q: 3 clusters Score -5067684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5067684.500000 Penalty: 5204.553223
	Iteration 59F: 3 clusters Score -5067684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (51436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51436 members 
Entering Unmasked Estep 
Score: -7231178.500000 Penalty: 2690.327393
	Iteration 0F: 2 clusters Score -7231178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -7196562.500000 Penalty: 5380.654785
	Iteration 0F: 3 clusters Score -7196562 nChanged 23881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -7210111.500000 Penalty: 5380.654785
	Iteration 1F: 3 clusters Score -7210112 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -7210836.500000 Penalty: 5380.654785
	Iteration 2Q: 3 clusters Score -7210836 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -7211731.000000 Penalty: 5380.654785
	Iteration 3Q: 3 clusters Score -7211731 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -7212977.500000 Penalty: 5380.654785
	Iteration 4Q: 3 clusters Score -7212978 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -7214857.000000 Penalty: 5380.654785
	Iteration 5F: 3 clusters Score -7214857 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -7217518.500000 Penalty: 5380.654785
	Iteration 6F: 3 clusters Score -7217518 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -7220645.500000 Penalty: 5380.654785
	Iteration 7F: 3 clusters Score -7220646 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -7223561.000000 Penalty: 5380.654785
	Iteration 8F: 3 clusters Score -7223561 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -7225711.500000 Penalty: 5380.654785
	Iteration 9Q: 3 clusters Score -7225712 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -7226951.500000 Penalty: 5380.654785
	Iteration 10Q: 3 clusters Score -7226952 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -7227641.000000 Penalty: 5380.654785
	Iteration 11Q: 3 clusters Score -7227641 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -7228021.000000 Penalty: 5380.654785
	Iteration 12Q: 3 clusters Score -7228021 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
Score: -7228285.500000 Penalty: 5380.654785
	Iteration 13Q: 3 clusters Score -7228286 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -7228478.000000 Penalty: 5380.654785
	Iteration 14Q: 3 clusters Score -7228478 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -7228642.500000 Penalty: 5380.654785
	Iteration 15Q: 3 clusters Score -7228642 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -7228763.000000 Penalty: 5380.654785
	Iteration 16Q: 3 clusters Score -7228763 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 48958 members 
Entering Unmasked Estep 
Score: -7228866.000000 Penalty: 5380.654785
	Iteration 17Q: 3 clusters Score -7228866 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -7228939.500000 Penalty: 5380.654785
	Iteration 18Q: 3 clusters Score -7228940 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -7228997.000000 Penalty: 5380.654785
	Iteration 19Q: 3 clusters Score -7228997 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -7229078.000000 Penalty: 5380.654785
	Iteration 20F: 3 clusters Score -7229078 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -7229139.500000 Penalty: 5380.654785
	Iteration 21Q: 3 clusters Score -7229140 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -7229188.500000 Penalty: 5380.654785
	Iteration 22Q: 3 clusters Score -7229188 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 49828 members 
Entering Unmasked Estep 
Score: -7229209.000000 Penalty: 5380.654785
	Iteration 23Q: 3 clusters Score -7229209 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -7229244.000000 Penalty: 5380.654785
	Iteration 24Q: 3 clusters Score -7229244 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
Score: -7229289.500000 Penalty: 5380.654785
	Iteration 25Q: 3 clusters Score -7229290 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 50053 members 
Entering Unmasked Estep 
Score: -7229318.000000 Penalty: 5380.654785
	Iteration 26Q: 3 clusters Score -7229318 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -7229332.500000 Penalty: 5380.654785
	Iteration 27Q: 3 clusters Score -7229332 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 50164 members 
Entering Unmasked Estep 
Score: -7229352.500000 Penalty: 5380.654785
	Iteration 28Q: 3 clusters Score -7229352 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -7229366.000000 Penalty: 5380.654785
	Iteration 29Q: 3 clusters Score -7229366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -7229365.000000 Penalty: 5380.654785
	Iteration 30Q: 3 clusters Score -7229365 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
Score: -7229380.000000 Penalty: 5380.654785
	Iteration 31Q: 3 clusters Score -7229380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -7229391.000000 Penalty: 5380.654785
	Iteration 32Q: 3 clusters Score -7229391 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 50298 members 
Entering Unmasked Estep 
Score: -7229399.000000 Penalty: 5380.654785
	Iteration 33Q: 3 clusters Score -7229399 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 50320 members 
Entering Unmasked Estep 
Score: -7229405.500000 Penalty: 5380.654785
	Iteration 34Q: 3 clusters Score -7229406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 50337 members 
Entering Unmasked Estep 
Score: -7229419.000000 Penalty: 5380.654785
	Iteration 35Q: 3 clusters Score -7229419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -7229420.000000 Penalty: 5380.654785
	Iteration 36Q: 3 clusters Score -7229420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -7229423.500000 Penalty: 5380.654785
	Iteration 37Q: 3 clusters Score -7229424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -7229430.000000 Penalty: 5380.654785
	Iteration 38Q: 3 clusters Score -7229430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -7229430.500000 Penalty: 5380.654785
	Iteration 39Q: 3 clusters Score -7229430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -7229430.500000 Penalty: 5380.654785
	Iteration 40F: 3 clusters Score -7229430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -7229427.500000 Penalty: 5380.654785
	Iteration 41Q: 3 clusters Score -7229428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -7229427.500000 Penalty: 5380.654785
	Iteration 42F: 3 clusters Score -7229428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (84429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84429 members 
Entering Unmasked Estep 
Score: -11649957.000000 Penalty: 2813.229248
	Iteration 0F: 2 clusters Score -1.164996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -11593242.000000 Penalty: 5626.458496
	Iteration 0F: 3 clusters Score -1.159324e+07 nChanged 39847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -11615524.000000 Penalty: 5626.458496
	Iteration 1F: 3 clusters Score -1.161552e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -11616180.000000 Penalty: 5626.458496
	Iteration 2Q: 3 clusters Score -1.161618e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -11616882.000000 Penalty: 5626.458496
	Iteration 3Q: 3 clusters Score -1.161688e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -11617737.000000 Penalty: 5626.458496
	Iteration 4Q: 3 clusters Score -1.161774e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -11618865.000000 Penalty: 5626.458496
	Iteration 5Q: 3 clusters Score -1.161886e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -11620482.000000 Penalty: 5626.458496
	Iteration 6Q: 3 clusters Score -1.162048e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -11622600.000000 Penalty: 5626.458496
	Iteration 7F: 3 clusters Score -1.16226e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 50794 members 
Entering Unmasked Estep 
Score: -11625431.000000 Penalty: 5626.458496
	Iteration 8F: 3 clusters Score -1.162543e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 53878 members 
Entering Unmasked Estep 
Score: -11629138.000000 Penalty: 5626.458496
	Iteration 9F: 3 clusters Score -1.162914e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 57168 members 
Entering Unmasked Estep 
Score: -11633155.000000 Penalty: 5626.458496
	Iteration 10F: 3 clusters Score -1.163316e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 60093 members 
Entering Unmasked Estep 
Score: -11636879.000000 Penalty: 5626.458496
	Iteration 11F: 3 clusters Score -1.163688e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -11639492.000000 Penalty: 5626.458496
	Iteration 12Q: 3 clusters Score -1.163949e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 64238 members 
Entering Unmasked Estep 
Score: -11641119.000000 Penalty: 5626.458496
	Iteration 13Q: 3 clusters Score -1.164112e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -11642301.000000 Penalty: 5626.458496
	Iteration 14Q: 3 clusters Score -1.16423e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -11643217.000000 Penalty: 5626.458496
	Iteration 15Q: 3 clusters Score -1.164322e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 68272 members 
Entering Unmasked Estep 
Score: -11643841.000000 Penalty: 5626.458496
	Iteration 16Q: 3 clusters Score -1.164384e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 69198 members 
Entering Unmasked Estep 
Score: -11644289.000000 Penalty: 5626.458496
	Iteration 17Q: 3 clusters Score -1.164429e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 69997 members 
Entering Unmasked Estep 
Score: -11644570.000000 Penalty: 5626.458496
	Iteration 18Q: 3 clusters Score -1.164457e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 70696 members 
Entering Unmasked Estep 
Score: -11644781.000000 Penalty: 5626.458496
	Iteration 19Q: 3 clusters Score -1.164478e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 71314 members 
Entering Unmasked Estep 
Score: -11645013.000000 Penalty: 5626.458496
	Iteration 20F: 3 clusters Score -1.164501e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 71881 members 
Entering Unmasked Estep 
Score: -11645130.000000 Penalty: 5626.458496
	Iteration 21Q: 3 clusters Score -1.164513e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 72411 members 
Entering Unmasked Estep 
Score: -11645235.000000 Penalty: 5626.458496
	Iteration 22Q: 3 clusters Score -1.164524e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 72921 members 
Entering Unmasked Estep 
Score: -11645405.000000 Penalty: 5626.458496
	Iteration 23Q: 3 clusters Score -1.16454e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 73411 members 
Entering Unmasked Estep 
Score: -11645450.000000 Penalty: 5626.458496
	Iteration 24Q: 3 clusters Score -1.164545e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 73882 members 
Entering Unmasked Estep 
Score: -11645572.000000 Penalty: 5626.458496
	Iteration 25Q: 3 clusters Score -1.164557e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 74389 members 
Entering Unmasked Estep 
Score: -11645641.000000 Penalty: 5626.458496
	Iteration 26Q: 3 clusters Score -1.164564e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 74856 members 
Entering Unmasked Estep 
Score: -11645784.000000 Penalty: 5626.458496
	Iteration 27Q: 3 clusters Score -1.164578e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 75324 members 
Entering Unmasked Estep 
Score: -11645870.000000 Penalty: 5626.458496
	Iteration 28Q: 3 clusters Score -1.164587e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 75806 members 
Entering Unmasked Estep 
Score: -11646071.000000 Penalty: 5626.458496
	Iteration 29Q: 3 clusters Score -1.164607e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 76268 members 
Entering Unmasked Estep 
Score: -11646300.000000 Penalty: 5626.458496
	Iteration 30Q: 3 clusters Score -1.16463e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 76729 members 
Entering Unmasked Estep 
Score: -11646431.000000 Penalty: 5626.458496
	Iteration 31Q: 3 clusters Score -1.164643e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 77186 members 
Entering Unmasked Estep 
Score: -11646628.000000 Penalty: 5626.458496
	Iteration 32Q: 3 clusters Score -1.164663e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 77636 members 
Entering Unmasked Estep 
Score: -11646814.000000 Penalty: 5626.458496
	Iteration 33Q: 3 clusters Score -1.164681e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 78063 members 
Entering Unmasked Estep 
Score: -11646999.000000 Penalty: 5626.458496
	Iteration 34Q: 3 clusters Score -1.1647e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 78427 members 
Entering Unmasked Estep 
Score: -11647244.000000 Penalty: 5626.458496
	Iteration 35Q: 3 clusters Score -1.164724e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 78790 members 
Entering Unmasked Estep 
Score: -11647439.000000 Penalty: 5626.458496
	Iteration 36Q: 3 clusters Score -1.164744e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 79100 members 
Entering Unmasked Estep 
Score: -11647610.000000 Penalty: 5626.458496
	Iteration 37Q: 3 clusters Score -1.164761e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 79345 members 
Entering Unmasked Estep 
Score: -11647768.000000 Penalty: 5626.458496
	Iteration 38Q: 3 clusters Score -1.164777e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 79553 members 
Entering Unmasked Estep 
Score: -11647869.000000 Penalty: 5626.458496
	Iteration 39Q: 3 clusters Score -1.164787e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 79741 members 
Entering Unmasked Estep 
Score: -11647961.000000 Penalty: 5626.458496
	Iteration 40F: 3 clusters Score -1.164796e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 79889 members 
Entering Unmasked Estep 
Score: -11648001.000000 Penalty: 5626.458496
	Iteration 41Q: 3 clusters Score -1.1648e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 79991 members 
Entering Unmasked Estep 
Score: -11648072.000000 Penalty: 5626.458496
	Iteration 42Q: 3 clusters Score -1.164807e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 80076 members 
Entering Unmasked Estep 
Score: -11648083.000000 Penalty: 5626.458496
	Iteration 43Q: 3 clusters Score -1.164808e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 80149 members 
Entering Unmasked Estep 
Score: -11648102.000000 Penalty: 5626.458496
	Iteration 44Q: 3 clusters Score -1.16481e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 80219 members 
Entering Unmasked Estep 
Score: -11648132.000000 Penalty: 5626.458496
	Iteration 45Q: 3 clusters Score -1.164813e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 80309 members 
Entering Unmasked Estep 
Score: -11648134.000000 Penalty: 5626.458496
	Iteration 46Q: 3 clusters Score -1.164813e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 80392 members 
Entering Unmasked Estep 
Score: -11648159.000000 Penalty: 5626.458496
	Iteration 47Q: 3 clusters Score -1.164816e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 80463 members 
Entering Unmasked Estep 
Score: -11648145.000000 Penalty: 5626.458496
	Iteration 48Q: 3 clusters Score -1.164814e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 80523 members 
Entering Unmasked Estep 
Score: -11648162.000000 Penalty: 5626.458496
	Iteration 49Q: 3 clusters Score -1.164816e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 80586 members 
Entering Unmasked Estep 
Score: -11648196.000000 Penalty: 5626.458496
	Iteration 50Q: 3 clusters Score -1.16482e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 80636 members 
Entering Unmasked Estep 
Score: -11648217.000000 Penalty: 5626.458496
	Iteration 51Q: 3 clusters Score -1.164822e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 80679 members 
Entering Unmasked Estep 
Score: -11648222.000000 Penalty: 5626.458496
	Iteration 52Q: 3 clusters Score -1.164822e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 80718 members 
Entering Unmasked Estep 
Score: -11648245.000000 Penalty: 5626.458496
	Iteration 53Q: 3 clusters Score -1.164824e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 80743 members 
Entering Unmasked Estep 
Score: -11648233.000000 Penalty: 5626.458496
	Iteration 54Q: 3 clusters Score -1.164823e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 80772 members 
Entering Unmasked Estep 
Score: -11648241.000000 Penalty: 5626.458496
	Iteration 55Q: 3 clusters Score -1.164824e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 80794 members 
Entering Unmasked Estep 
Score: -11648234.000000 Penalty: 5626.458496
	Iteration 56Q: 3 clusters Score -1.164823e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 80809 members 
Entering Unmasked Estep 
Score: -11648225.000000 Penalty: 5626.458496
	Iteration 57Q: 3 clusters Score -1.164822e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 80824 members 
Entering Unmasked Estep 
Score: -11648235.000000 Penalty: 5626.458496
	Iteration 58Q: 3 clusters Score -1.164824e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 80837 members 
Entering Unmasked Estep 
Score: -11648245.000000 Penalty: 5626.458496
	Iteration 59Q: 3 clusters Score -1.164824e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 80844 members 
Entering Unmasked Estep 
Score: -11648245.000000 Penalty: 5626.458496
	Iteration 60F: 3 clusters Score -1.164824e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 80858 members 
Entering Unmasked Estep 
Score: -11648240.000000 Penalty: 5626.458496
	Iteration 61Q: 3 clusters Score -1.164824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 80867 members 
Entering Unmasked Estep 
Score: -11648240.000000 Penalty: 5626.458496
	Iteration 62Q: 3 clusters Score -1.164824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 80872 members 
Entering Unmasked Estep 
Score: -11648245.000000 Penalty: 5626.458496
	Iteration 63Q: 3 clusters Score -1.164824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 80876 members 
Entering Unmasked Estep 
Score: -11648245.000000 Penalty: 5626.458496
	Iteration 64Q: 3 clusters Score -1.164824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 80881 members 
Entering Unmasked Estep 
Score: -11648248.000000 Penalty: 5626.458496
	Iteration 65Q: 3 clusters Score -1.164825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 80885 members 
Entering Unmasked Estep 
Score: -11648254.000000 Penalty: 5626.458496
	Iteration 66Q: 3 clusters Score -1.164825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 80888 members 
Entering Unmasked Estep 
Score: -11648253.000000 Penalty: 5626.458496
	Iteration 67Q: 3 clusters Score -1.164825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 80892 members 
Entering Unmasked Estep 
Score: -11648259.000000 Penalty: 5626.458496
	Iteration 68Q: 3 clusters Score -1.164826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 80896 members 
Entering Unmasked Estep 
Score: -11648258.000000 Penalty: 5626.458496
	Iteration 69Q: 3 clusters Score -1.164826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 80898 members 
Entering Unmasked Estep 
Score: -11648258.000000 Penalty: 5626.458496
	Iteration 70Q: 3 clusters Score -1.164826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 80898 members 
Entering Unmasked Estep 
Score: -11648258.000000 Penalty: 5626.458496
	Iteration 71F: 3 clusters Score -1.164826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Entering Unmasked Estep 
Score: -5392364.000000 Penalty: 2617.363037
	Iteration 0F: 2 clusters Score -5392364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -5366308.500000 Penalty: 5234.726074
	Iteration 0F: 3 clusters Score -5366308 nChanged 17587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -5375821.000000 Penalty: 5234.726074
	Iteration 1F: 3 clusters Score -5375821 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -5376285.500000 Penalty: 5234.726074
	Iteration 2Q: 3 clusters Score -5376286 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -5376644.500000 Penalty: 5234.726074
	Iteration 3Q: 3 clusters Score -5376644 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -5376973.000000 Penalty: 5234.726074
	Iteration 4Q: 3 clusters Score -5376973 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -5377243.500000 Penalty: 5234.726074
	Iteration 5Q: 3 clusters Score -5377244 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -5377605.000000 Penalty: 5234.726074
	Iteration 6Q: 3 clusters Score -5377605 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -5378030.500000 Penalty: 5234.726074
	Iteration 7Q: 3 clusters Score -5378030 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -5378608.500000 Penalty: 5234.726074
	Iteration 8Q: 3 clusters Score -5378608 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -5379390.500000 Penalty: 5234.726074
	Iteration 9Q: 3 clusters Score -5379390 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -5380739.500000 Penalty: 5234.726074
	Iteration 10F: 3 clusters Score -5380740 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -5382651.500000 Penalty: 5234.726074
	Iteration 11F: 3 clusters Score -5382652 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -5385055.000000 Penalty: 5234.726074
	Iteration 12F: 3 clusters Score -5385055 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -5387237.000000 Penalty: 5234.726074
	Iteration 13F: 3 clusters Score -5387237 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -5388624.500000 Penalty: 5234.726074
	Iteration 14Q: 3 clusters Score -5388624 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -5389360.000000 Penalty: 5234.726074
	Iteration 15Q: 3 clusters Score -5389360 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -5389755.000000 Penalty: 5234.726074
	Iteration 16Q: 3 clusters Score -5389755 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -5389931.000000 Penalty: 5234.726074
	Iteration 17Q: 3 clusters Score -5389931 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -5390028.000000 Penalty: 5234.726074
	Iteration 18Q: 3 clusters Score -5390028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -5390083.000000 Penalty: 5234.726074
	Iteration 19Q: 3 clusters Score -5390083 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -5390102.500000 Penalty: 5234.726074
	Iteration 20F: 3 clusters Score -5390102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -5390126.500000 Penalty: 5234.726074
	Iteration 21Q: 3 clusters Score -5390126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -5390136.500000 Penalty: 5234.726074
	Iteration 22Q: 3 clusters Score -5390136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -5390140.000000 Penalty: 5234.726074
	Iteration 23Q: 3 clusters Score -5390140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -5390144.000000 Penalty: 5234.726074
	Iteration 24Q: 3 clusters Score -5390144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -5390147.500000 Penalty: 5234.726074
	Iteration 25Q: 3 clusters Score -5390148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -5390155.500000 Penalty: 5234.726074
	Iteration 26Q: 3 clusters Score -5390156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -5390159.500000 Penalty: 5234.726074
	Iteration 27Q: 3 clusters Score -5390160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -5390164.500000 Penalty: 5234.726074
	Iteration 28Q: 3 clusters Score -5390164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -5390165.500000 Penalty: 5234.726074
	Iteration 29Q: 3 clusters Score -5390166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -5390165.500000 Penalty: 5234.726074
	Iteration 30F: 3 clusters Score -5390166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (69274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69274 members 
Entering Unmasked Estep 
Score: -9698733.000000 Penalty: 2764.164795
	Iteration 0F: 2 clusters Score -9698733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -9652123.000000 Penalty: 5528.329590
	Iteration 0F: 3 clusters Score -9652123 nChanged 32532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -9670743.000000 Penalty: 5528.329590
	Iteration 1F: 3 clusters Score -9670743 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -9671655.000000 Penalty: 5528.329590
	Iteration 2Q: 3 clusters Score -9671655 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -9672834.000000 Penalty: 5528.329590
	Iteration 3Q: 3 clusters Score -9672834 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -9674582.000000 Penalty: 5528.329590
	Iteration 4F: 3 clusters Score -9674582 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -9677342.000000 Penalty: 5528.329590
	Iteration 5F: 3 clusters Score -9677342 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
Score: -9681470.000000 Penalty: 5528.329590
	Iteration 6F: 3 clusters Score -9681470 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 58927 members 
Entering Unmasked Estep 
Score: -9686560.000000 Penalty: 5528.329590
	Iteration 7F: 3 clusters Score -9686560 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -9691263.000000 Penalty: 5528.329590
	Iteration 8F: 3 clusters Score -9691263 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 66492 members 
Entering Unmasked Estep 
Score: -9694023.000000 Penalty: 5528.329590
	Iteration 9Q: 3 clusters Score -9694023 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 67814 members 
Entering Unmasked Estep 
Score: -9695221.000000 Penalty: 5528.329590
	Iteration 10Q: 3 clusters Score -9695221 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 68360 members 
Entering Unmasked Estep 
Score: -9695710.000000 Penalty: 5528.329590
	Iteration 11Q: 3 clusters Score -9695710 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 68601 members 
Entering Unmasked Estep 
Score: -9695988.000000 Penalty: 5528.329590
	Iteration 12Q: 3 clusters Score -9695988 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 68707 members 
Entering Unmasked Estep 
Score: -9696122.000000 Penalty: 5528.329590
	Iteration 13Q: 3 clusters Score -9696122 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 68769 members 
Entering Unmasked Estep 
Score: -9696192.000000 Penalty: 5528.329590
	Iteration 14Q: 3 clusters Score -9696192 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 68791 members 
Entering Unmasked Estep 
Score: -9696246.000000 Penalty: 5528.329590
	Iteration 15Q: 3 clusters Score -9696246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 68809 members 
Entering Unmasked Estep 
Score: -9696266.000000 Penalty: 5528.329590
	Iteration 16Q: 3 clusters Score -9696266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
Score: -9696288.000000 Penalty: 5528.329590
	Iteration 17Q: 3 clusters Score -9696288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 68839 members 
Entering Unmasked Estep 
Score: -9696294.000000 Penalty: 5528.329590
	Iteration 18Q: 3 clusters Score -9696294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 68842 members 
Entering Unmasked Estep 
Score: -9696309.000000 Penalty: 5528.329590
	Iteration 19Q: 3 clusters Score -9696309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 68848 members 
Entering Unmasked Estep 
Score: -9696326.000000 Penalty: 5528.329590
	Iteration 20F: 3 clusters Score -9696326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 68855 members 
Entering Unmasked Estep 
Score: -9696333.000000 Penalty: 5528.329590
	Iteration 21Q: 3 clusters Score -9696333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 68861 members 
Entering Unmasked Estep 
Score: -9696348.000000 Penalty: 5528.329590
	Iteration 22Q: 3 clusters Score -9696348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 68865 members 
Entering Unmasked Estep 
Score: -9696363.000000 Penalty: 5528.329590
	Iteration 23Q: 3 clusters Score -9696363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 68869 members 
Entering Unmasked Estep 
Score: -9696358.000000 Penalty: 5528.329590
	Iteration 24Q: 3 clusters Score -9696358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 68871 members 
Entering Unmasked Estep 
Score: -9696364.000000 Penalty: 5528.329590
	Iteration 25Q: 3 clusters Score -9696364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 68870 members 
Entering Unmasked Estep 
Score: -9696369.000000 Penalty: 5528.329590
	Iteration 26Q: 3 clusters Score -9696369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 68869 members 
Entering Unmasked Estep 
Score: -9696369.000000 Penalty: 5528.329590
	Iteration 27Q: 3 clusters Score -9696369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 68868 members 
Entering Unmasked Estep 
Score: -9696373.000000 Penalty: 5528.329590
	Iteration 28Q: 3 clusters Score -9696373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 68869 members 
Entering Unmasked Estep 
Score: -9696369.000000 Penalty: 5528.329590
	Iteration 29Q: 3 clusters Score -9696369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 68870 members 
Entering Unmasked Estep 
Score: -9696363.000000 Penalty: 5528.329590
	Iteration 30Q: 3 clusters Score -9696363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 68870 members 
Entering Unmasked Estep 
Score: -9696363.000000 Penalty: 5528.329590
	Iteration 31F: 3 clusters Score -9696363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (142902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142902 members 
Entering Unmasked Estep 
Score: -19874260.000000 Penalty: 2943.738770
	Iteration 0F: 2 clusters Score -1.987426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71638 members 
Mstep: Class 2 contains 71264 members 
Entering Unmasked Estep 
Score: -19782082.000000 Penalty: 5887.477539
	Iteration 0F: 3 clusters Score -1.978208e+07 nChanged 68210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73934 members 
Mstep: Class 2 contains 68968 members 
Entering Unmasked Estep 
Score: -19821972.000000 Penalty: 5887.477539
	Iteration 1F: 3 clusters Score -1.982197e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75644 members 
Mstep: Class 2 contains 67258 members 
Entering Unmasked Estep 
Score: -19823332.000000 Penalty: 5887.477539
	Iteration 2Q: 3 clusters Score -1.982333e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78377 members 
Mstep: Class 2 contains 64525 members 
Entering Unmasked Estep 
Score: -19825612.000000 Penalty: 5887.477539
	Iteration 3Q: 3 clusters Score -1.982561e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82425 members 
Mstep: Class 2 contains 60477 members 
Entering Unmasked Estep 
Score: -19828938.000000 Penalty: 5887.477539
	Iteration 4Q: 3 clusters Score -1.982894e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88029 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -19834368.000000 Penalty: 5887.477539
	Iteration 5F: 3 clusters Score -1.983437e+07 nChanged 10197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95032 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -19842598.000000 Penalty: 5887.477539
	Iteration 6F: 3 clusters Score -1.98426e+07 nChanged 10340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101834 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -19851106.000000 Penalty: 5887.477539
	Iteration 7F: 3 clusters Score -1.985111e+07 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106989 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -19857468.000000 Penalty: 5887.477539
	Iteration 8F: 3 clusters Score -1.985747e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110777 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -19860826.000000 Penalty: 5887.477539
	Iteration 9Q: 3 clusters Score -1.986083e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113964 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -19862616.000000 Penalty: 5887.477539
	Iteration 10Q: 3 clusters Score -1.986262e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116971 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -19863872.000000 Penalty: 5887.477539
	Iteration 11Q: 3 clusters Score -1.986387e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119897 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -19864840.000000 Penalty: 5887.477539
	Iteration 12Q: 3 clusters Score -1.986484e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122673 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -19865664.000000 Penalty: 5887.477539
	Iteration 13Q: 3 clusters Score -1.986566e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125293 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -19866548.000000 Penalty: 5887.477539
	Iteration 14Q: 3 clusters Score -1.986655e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127802 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -19867298.000000 Penalty: 5887.477539
	Iteration 15Q: 3 clusters Score -1.98673e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130087 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -19867896.000000 Penalty: 5887.477539
	Iteration 16Q: 3 clusters Score -1.98679e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132048 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -19868550.000000 Penalty: 5887.477539
	Iteration 17Q: 3 clusters Score -1.986855e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133746 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -19869184.000000 Penalty: 5887.477539
	Iteration 18Q: 3 clusters Score -1.986918e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135195 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -19869642.000000 Penalty: 5887.477539
	Iteration 19Q: 3 clusters Score -1.986964e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136410 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -19869902.000000 Penalty: 5887.477539
	Iteration 20F: 3 clusters Score -1.98699e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137460 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -19870266.000000 Penalty: 5887.477539
	Iteration 21Q: 3 clusters Score -1.987027e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138333 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -19870548.000000 Penalty: 5887.477539
	Iteration 22Q: 3 clusters Score -1.987055e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139006 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -19870750.000000 Penalty: 5887.477539
	Iteration 23Q: 3 clusters Score -1.987075e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139594 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -19870990.000000 Penalty: 5887.477539
	Iteration 24Q: 3 clusters Score -1.987099e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140073 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -19871144.000000 Penalty: 5887.477539
	Iteration 25Q: 3 clusters Score -1.987114e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140449 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -19871252.000000 Penalty: 5887.477539
	Iteration 26Q: 3 clusters Score -1.987125e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140720 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -19871360.000000 Penalty: 5887.477539
	Iteration 27Q: 3 clusters Score -1.987136e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140924 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -19871454.000000 Penalty: 5887.477539
	Iteration 28Q: 3 clusters Score -1.987145e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141080 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -19871536.000000 Penalty: 5887.477539
	Iteration 29Q: 3 clusters Score -1.987154e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141215 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -19871574.000000 Penalty: 5887.477539
	Iteration 30Q: 3 clusters Score -1.987157e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141338 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -19871680.000000 Penalty: 5887.477539
	Iteration 31Q: 3 clusters Score -1.987168e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141447 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -19871724.000000 Penalty: 5887.477539
	Iteration 32Q: 3 clusters Score -1.987172e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141550 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -19871772.000000 Penalty: 5887.477539
	Iteration 33Q: 3 clusters Score -1.987177e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141638 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -19871816.000000 Penalty: 5887.477539
	Iteration 34Q: 3 clusters Score -1.987182e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141714 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -19871870.000000 Penalty: 5887.477539
	Iteration 35Q: 3 clusters Score -1.987187e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141755 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -19871888.000000 Penalty: 5887.477539
	Iteration 36Q: 3 clusters Score -1.987189e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141794 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -19871896.000000 Penalty: 5887.477539
	Iteration 37Q: 3 clusters Score -1.98719e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141823 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -19871922.000000 Penalty: 5887.477539
	Iteration 38Q: 3 clusters Score -1.987192e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141846 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -19871928.000000 Penalty: 5887.477539
	Iteration 39Q: 3 clusters Score -1.987193e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141866 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -19871918.000000 Penalty: 5887.477539
	Iteration 40F: 3 clusters Score -1.987192e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141886 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -19871912.000000 Penalty: 5887.477539
	Iteration 41Q: 3 clusters Score -1.987191e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141902 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -19871940.000000 Penalty: 5887.477539
	Iteration 42Q: 3 clusters Score -1.987194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141915 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -19871952.000000 Penalty: 5887.477539
	Iteration 43Q: 3 clusters Score -1.987195e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141933 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -19871932.000000 Penalty: 5887.477539
	Iteration 44Q: 3 clusters Score -1.987193e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141947 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -19871970.000000 Penalty: 5887.477539
	Iteration 45Q: 3 clusters Score -1.987197e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141962 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -19871964.000000 Penalty: 5887.477539
	Iteration 46Q: 3 clusters Score -1.987196e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141980 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -19871978.000000 Penalty: 5887.477539
	Iteration 47Q: 3 clusters Score -1.987198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141990 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -19871976.000000 Penalty: 5887.477539
	Iteration 48Q: 3 clusters Score -1.987198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141995 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -19871970.000000 Penalty: 5887.477539
	Iteration 49Q: 3 clusters Score -1.987197e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142003 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -19871980.000000 Penalty: 5887.477539
	Iteration 50Q: 3 clusters Score -1.987198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142011 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -19871998.000000 Penalty: 5887.477539
	Iteration 51Q: 3 clusters Score -1.9872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142015 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -19872008.000000 Penalty: 5887.477539
	Iteration 52Q: 3 clusters Score -1.987201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142021 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -19872002.000000 Penalty: 5887.477539
	Iteration 53Q: 3 clusters Score -1.9872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142026 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -19871992.000000 Penalty: 5887.477539
	Iteration 54Q: 3 clusters Score -1.987199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142030 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -19871980.000000 Penalty: 5887.477539
	Iteration 55Q: 3 clusters Score -1.987198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142036 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -19871984.000000 Penalty: 5887.477539
	Iteration 56Q: 3 clusters Score -1.987198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142043 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -19871994.000000 Penalty: 5887.477539
	Iteration 57Q: 3 clusters Score -1.987199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142046 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -19871988.000000 Penalty: 5887.477539
	Iteration 58Q: 3 clusters Score -1.987199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142050 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -19871994.000000 Penalty: 5887.477539
	Iteration 59Q: 3 clusters Score -1.987199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142052 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -19872000.000000 Penalty: 5887.477539
	Iteration 60F: 3 clusters Score -1.9872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142054 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -19872000.000000 Penalty: 5887.477539
	Iteration 61Q: 3 clusters Score -1.9872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142054 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -19872000.000000 Penalty: 5887.477539
	Iteration 62F: 3 clusters Score -1.9872e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Entering Unmasked Estep 
Score: -4116005.250000 Penalty: 2560.914551
	Iteration 0F: 2 clusters Score -4116005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -4094995.000000 Penalty: 5121.829102
	Iteration 0F: 3 clusters Score -4094995 nChanged 13876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -4102943.250000 Penalty: 5121.829102
	Iteration 1F: 3 clusters Score -4102943 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -4103832.000000 Penalty: 5121.829102
	Iteration 2F: 3 clusters Score -4103832 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -4105014.250000 Penalty: 5121.829102
	Iteration 3F: 3 clusters Score -4105014 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -4106476.250000 Penalty: 5121.829102
	Iteration 4F: 3 clusters Score -4106476 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -4107903.750000 Penalty: 5121.829102
	Iteration 5F: 3 clusters Score -4107904 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -4109084.250000 Penalty: 5121.829102
	Iteration 6F: 3 clusters Score -4109084 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -4109930.250000 Penalty: 5121.829102
	Iteration 7Q: 3 clusters Score -4109930 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -4110566.750000 Penalty: 5121.829102
	Iteration 8Q: 3 clusters Score -4110567 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -4111134.500000 Penalty: 5121.829102
	Iteration 9Q: 3 clusters Score -4111134 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -4111626.500000 Penalty: 5121.829102
	Iteration 10Q: 3 clusters Score -4111626 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -4112124.500000 Penalty: 5121.829102
	Iteration 11Q: 3 clusters Score -4112124 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -4112623.500000 Penalty: 5121.829102
	Iteration 12Q: 3 clusters Score -4112624 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -4113041.500000 Penalty: 5121.829102
	Iteration 13Q: 3 clusters Score -4113042 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -4113340.000000 Penalty: 5121.829102
	Iteration 14Q: 3 clusters Score -4113340 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -4113633.250000 Penalty: 5121.829102
	Iteration 15Q: 3 clusters Score -4113633 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -4113876.250000 Penalty: 5121.829102
	Iteration 16Q: 3 clusters Score -4113876 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -4114055.500000 Penalty: 5121.829102
	Iteration 17Q: 3 clusters Score -4114056 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -4114196.750000 Penalty: 5121.829102
	Iteration 18Q: 3 clusters Score -4114197 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -4114312.750000 Penalty: 5121.829102
	Iteration 19Q: 3 clusters Score -4114313 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -4114509.500000 Penalty: 5121.829102
	Iteration 20F: 3 clusters Score -4114510 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -4114718.250000 Penalty: 5121.829102
	Iteration 21Q: 3 clusters Score -4114718 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -4114879.500000 Penalty: 5121.829102
	Iteration 22Q: 3 clusters Score -4114880 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -4114983.000000 Penalty: 5121.829102
	Iteration 23Q: 3 clusters Score -4114983 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -4115045.750000 Penalty: 5121.829102
	Iteration 24Q: 3 clusters Score -4115046 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -4115091.000000 Penalty: 5121.829102
	Iteration 25Q: 3 clusters Score -4115091 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -4115134.500000 Penalty: 5121.829102
	Iteration 26Q: 3 clusters Score -4115134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -4115147.750000 Penalty: 5121.829102
	Iteration 27Q: 3 clusters Score -4115148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -4115158.750000 Penalty: 5121.829102
	Iteration 28Q: 3 clusters Score -4115159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -4115163.000000 Penalty: 5121.829102
	Iteration 29Q: 3 clusters Score -4115163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -4115160.250000 Penalty: 5121.829102
	Iteration 30Q: 3 clusters Score -4115160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -4115170.500000 Penalty: 5121.829102
	Iteration 31Q: 3 clusters Score -4115170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -4115172.000000 Penalty: 5121.829102
	Iteration 32Q: 3 clusters Score -4115172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -4115171.500000 Penalty: 5121.829102
	Iteration 33Q: 3 clusters Score -4115172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -4115167.750000 Penalty: 5121.829102
	Iteration 34Q: 3 clusters Score -4115168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -4115173.500000 Penalty: 5121.829102
	Iteration 35Q: 3 clusters Score -4115174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -4115196.250000 Penalty: 5121.829102
	Iteration 36F: 3 clusters Score -4115196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -4115223.000000 Penalty: 5121.829102
	Iteration 37Q: 3 clusters Score -4115223 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -4115264.000000 Penalty: 5121.829102
	Iteration 38Q: 3 clusters Score -4115264 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -4115302.250000 Penalty: 5121.829102
	Iteration 39Q: 3 clusters Score -4115302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -4115321.500000 Penalty: 5121.829102
	Iteration 40F: 3 clusters Score -4115322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -4115342.000000 Penalty: 5121.829102
	Iteration 41Q: 3 clusters Score -4115342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -4115348.250000 Penalty: 5121.829102
	Iteration 42Q: 3 clusters Score -4115348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -4115361.750000 Penalty: 5121.829102
	Iteration 43Q: 3 clusters Score -4115362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -4115367.750000 Penalty: 5121.829102
	Iteration 44Q: 3 clusters Score -4115368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -4115367.500000 Penalty: 5121.829102
	Iteration 45Q: 3 clusters Score -4115368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -4115371.000000 Penalty: 5121.829102
	Iteration 46Q: 3 clusters Score -4115371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -4115370.750000 Penalty: 5121.829102
	Iteration 47Q: 3 clusters Score -4115371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -4115369.250000 Penalty: 5121.829102
	Iteration 48Q: 3 clusters Score -4115369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -4115369.250000 Penalty: 5121.829102
	Iteration 49Q: 3 clusters Score -4115369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -4115365.500000 Penalty: 5121.829102
	Iteration 50Q: 3 clusters Score -4115366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -4115365.500000 Penalty: 5121.829102
	Iteration 51F: 3 clusters Score -4115366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Entering Unmasked Estep 
Score: -1082864.875000 Penalty: 2224.667236
	Iteration 0F: 2 clusters Score -1082865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1076583.000000 Penalty: 4449.334473
	Iteration 0F: 3 clusters Score -1076583 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1078225.000000 Penalty: 4449.334473
	Iteration 1F: 3 clusters Score -1078225 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1078474.250000 Penalty: 4449.334473
	Iteration 2F: 3 clusters Score -1078474 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1078649.625000 Penalty: 4449.334473
	Iteration 3Q: 3 clusters Score -1078650 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1078804.500000 Penalty: 4449.334473
	Iteration 4Q: 3 clusters Score -1078804 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1078947.125000 Penalty: 4449.334473
	Iteration 5Q: 3 clusters Score -1078947 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1079089.000000 Penalty: 4449.334473
	Iteration 6Q: 3 clusters Score -1079089 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1079234.875000 Penalty: 4449.334473
	Iteration 7Q: 3 clusters Score -1079235 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1079373.875000 Penalty: 4449.334473
	Iteration 8Q: 3 clusters Score -1079374 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1079498.750000 Penalty: 4449.334473
	Iteration 9Q: 3 clusters Score -1079499 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1079618.375000 Penalty: 4449.334473
	Iteration 10Q: 3 clusters Score -1079618 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1079751.625000 Penalty: 4449.334473
	Iteration 11Q: 3 clusters Score -1079752 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1079874.500000 Penalty: 4449.334473
	Iteration 12Q: 3 clusters Score -1079874 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1079988.875000 Penalty: 4449.334473
	Iteration 13Q: 3 clusters Score -1079989 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1080095.875000 Penalty: 4449.334473
	Iteration 14Q: 3 clusters Score -1080096 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1080195.125000 Penalty: 4449.334473
	Iteration 15Q: 3 clusters Score -1080195 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1080292.875000 Penalty: 4449.334473
	Iteration 16Q: 3 clusters Score -1080293 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1080382.875000 Penalty: 4449.334473
	Iteration 17Q: 3 clusters Score -1080383 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1080458.875000 Penalty: 4449.334473
	Iteration 18Q: 3 clusters Score -1080459 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1080528.750000 Penalty: 4449.334473
	Iteration 19Q: 3 clusters Score -1080529 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1080598.875000 Penalty: 4449.334473
	Iteration 20F: 3 clusters Score -1080599 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1080654.625000 Penalty: 4449.334473
	Iteration 21Q: 3 clusters Score -1080655 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1080704.875000 Penalty: 4449.334473
	Iteration 22Q: 3 clusters Score -1080705 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1080740.625000 Penalty: 4449.334473
	Iteration 23Q: 3 clusters Score -1080741 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1080769.000000 Penalty: 4449.334473
	Iteration 24Q: 3 clusters Score -1080769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1080793.250000 Penalty: 4449.334473
	Iteration 25Q: 3 clusters Score -1080793 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1080814.750000 Penalty: 4449.334473
	Iteration 26Q: 3 clusters Score -1080815 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1080834.875000 Penalty: 4449.334473
	Iteration 27Q: 3 clusters Score -1080835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1080855.125000 Penalty: 4449.334473
	Iteration 28Q: 3 clusters Score -1080855 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1080873.375000 Penalty: 4449.334473
	Iteration 29Q: 3 clusters Score -1080873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1080881.000000 Penalty: 4449.334473
	Iteration 30Q: 3 clusters Score -1080881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1080885.375000 Penalty: 4449.334473
	Iteration 31Q: 3 clusters Score -1080885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1080891.250000 Penalty: 4449.334473
	Iteration 32Q: 3 clusters Score -1080891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1080894.375000 Penalty: 4449.334473
	Iteration 33Q: 3 clusters Score -1080894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1080900.625000 Penalty: 4449.334473
	Iteration 34Q: 3 clusters Score -1080901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1080903.500000 Penalty: 4449.334473
	Iteration 35Q: 3 clusters Score -1080904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1080910.250000 Penalty: 4449.334473
	Iteration 36Q: 3 clusters Score -1080910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1080917.625000 Penalty: 4449.334473
	Iteration 37Q: 3 clusters Score -1080918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1080924.125000 Penalty: 4449.334473
	Iteration 38Q: 3 clusters Score -1080924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1080935.625000 Penalty: 4449.334473
	Iteration 39Q: 3 clusters Score -1080936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1080948.750000 Penalty: 4449.334473
	Iteration 40F: 3 clusters Score -1080949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1080951.625000 Penalty: 4449.334473
	Iteration 41Q: 3 clusters Score -1080952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1080957.125000 Penalty: 4449.334473
	Iteration 42Q: 3 clusters Score -1080957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1080959.500000 Penalty: 4449.334473
	Iteration 43Q: 3 clusters Score -1080960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1080964.375000 Penalty: 4449.334473
	Iteration 44Q: 3 clusters Score -1080964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1080968.000000 Penalty: 4449.334473
	Iteration 45Q: 3 clusters Score -1080968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1080972.125000 Penalty: 4449.334473
	Iteration 46Q: 3 clusters Score -1080972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1080978.000000 Penalty: 4449.334473
	Iteration 47Q: 3 clusters Score -1080978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1080978.875000 Penalty: 4449.334473
	Iteration 48Q: 3 clusters Score -1080979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1080984.125000 Penalty: 4449.334473
	Iteration 49Q: 3 clusters Score -1080984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1080984.000000 Penalty: 4449.334473
	Iteration 50Q: 3 clusters Score -1080984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1080984.750000 Penalty: 4449.334473
	Iteration 51Q: 3 clusters Score -1080985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1080987.625000 Penalty: 4449.334473
	Iteration 52Q: 3 clusters Score -1080988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1080988.125000 Penalty: 4449.334473
	Iteration 53Q: 3 clusters Score -1080988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1080988.250000 Penalty: 4449.334473
	Iteration 54Q: 3 clusters Score -1080988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1080988.250000 Penalty: 4449.334473
	Iteration 55F: 3 clusters Score -1080988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -126737.164062 Penalty: 1708.871094
	Iteration 0F: 2 clusters Score -126737.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -124817.343750 Penalty: 3417.742188
	Iteration 0F: 3 clusters Score -124817.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -125182.898438 Penalty: 3417.742188
	Iteration 1F: 3 clusters Score -125182.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -125328.218750 Penalty: 3417.742188
	Iteration 2F: 3 clusters Score -125328.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -125480.015625 Penalty: 3417.742188
	Iteration 3Q: 3 clusters Score -125480 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -125711.195312 Penalty: 3417.742188
	Iteration 4Q: 3 clusters Score -125711.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -125848.546875 Penalty: 3417.742188
	Iteration 5Q: 3 clusters Score -125848.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -125933.492188 Penalty: 3417.742188
	Iteration 6Q: 3 clusters Score -125933.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -125992.859375 Penalty: 3417.742188
	Iteration 7Q: 3 clusters Score -125992.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -126033.453125 Penalty: 3417.742188
	Iteration 8Q: 3 clusters Score -126033.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -126087.875000 Penalty: 3417.742188
	Iteration 9Q: 3 clusters Score -126087.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -126125.289062 Penalty: 3417.742188
	Iteration 10Q: 3 clusters Score -126125.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -126159.906250 Penalty: 3417.742188
	Iteration 11Q: 3 clusters Score -126159.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -126207.031250 Penalty: 3417.742188
	Iteration 12Q: 3 clusters Score -126207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -126256.937500 Penalty: 3417.742188
	Iteration 13Q: 3 clusters Score -126256.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -126292.210938 Penalty: 3417.742188
	Iteration 14Q: 3 clusters Score -126292.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -126303.242188 Penalty: 3417.742188
	Iteration 15Q: 3 clusters Score -126303.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -126329.148438 Penalty: 3417.742188
	Iteration 16Q: 3 clusters Score -126329.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -126360.890625 Penalty: 3417.742188
	Iteration 17Q: 3 clusters Score -126360.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -126374.226562 Penalty: 3417.742188
	Iteration 18Q: 3 clusters Score -126374.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -126379.632812 Penalty: 3417.742188
	Iteration 19Q: 3 clusters Score -126379.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -126384.242188 Penalty: 3417.742188
	Iteration 20F: 3 clusters Score -126384.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -126388.929688 Penalty: 3417.742188
	Iteration 21Q: 3 clusters Score -126388.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -126396.617188 Penalty: 3417.742188
	Iteration 22Q: 3 clusters Score -126396.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -126404.195312 Penalty: 3417.742188
	Iteration 23Q: 3 clusters Score -126404.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -126405.710938 Penalty: 3417.742188
	Iteration 24Q: 3 clusters Score -126405.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -126405.710938 Penalty: 3417.742188
	Iteration 25F: 3 clusters Score -126405.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (165089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165089 members 
Entering Unmasked Estep 
Score: -22914884.000000 Penalty: 2979.531494
	Iteration 0F: 2 clusters Score -2.291488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82484 members 
Mstep: Class 2 contains 82605 members 
Entering Unmasked Estep 
Score: -22810440.000000 Penalty: 5959.062988
	Iteration 0F: 3 clusters Score -2.281044e+07 nChanged 78778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80632 members 
Mstep: Class 2 contains 84457 members 
Entering Unmasked Estep 
Score: -22855668.000000 Penalty: 5959.062988
	Iteration 1F: 3 clusters Score -2.285567e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79415 members 
Mstep: Class 2 contains 85674 members 
Entering Unmasked Estep 
Score: -22856588.000000 Penalty: 5959.062988
	Iteration 2Q: 3 clusters Score -2.285659e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77486 members 
Mstep: Class 2 contains 87603 members 
Entering Unmasked Estep 
Score: -22857206.000000 Penalty: 5959.062988
	Iteration 3Q: 3 clusters Score -2.285721e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74421 members 
Mstep: Class 2 contains 90668 members 
Entering Unmasked Estep 
Score: -22858410.000000 Penalty: 5959.062988
	Iteration 4Q: 3 clusters Score -2.285841e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69894 members 
Mstep: Class 2 contains 95195 members 
Entering Unmasked Estep 
Score: -22859884.000000 Penalty: 5959.062988
	Iteration 5Q: 3 clusters Score -2.285988e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63195 members 
Mstep: Class 2 contains 101894 members 
Entering Unmasked Estep 
Score: -22863102.000000 Penalty: 5959.062988
	Iteration 6Q: 3 clusters Score -2.28631e+07 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 111458 members 
Entering Unmasked Estep 
Score: -22868844.000000 Penalty: 5959.062988
	Iteration 7F: 3 clusters Score -2.286884e+07 nChanged 12791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 123949 members 
Entering Unmasked Estep 
Score: -22877870.000000 Penalty: 5959.062988
	Iteration 8F: 3 clusters Score -2.287787e+07 nChanged 14197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 138020 members 
Entering Unmasked Estep 
Score: -22889454.000000 Penalty: 5959.062988
	Iteration 9F: 3 clusters Score -2.288945e+07 nChanged 12509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 150487 members 
Entering Unmasked Estep 
Score: -22900534.000000 Penalty: 5959.062988
	Iteration 10F: 3 clusters Score -2.290053e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 158646 members 
Entering Unmasked Estep 
Score: -22907526.000000 Penalty: 5959.062988
	Iteration 11Q: 3 clusters Score -2.290753e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 162467 members 
Entering Unmasked Estep 
Score: -22910450.000000 Penalty: 5959.062988
	Iteration 12Q: 3 clusters Score -2.291045e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 163927 members 
Entering Unmasked Estep 
Score: -22911486.000000 Penalty: 5959.062988
	Iteration 13Q: 3 clusters Score -2.291149e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 164453 members 
Entering Unmasked Estep 
Score: -22911896.000000 Penalty: 5959.062988
	Iteration 14Q: 3 clusters Score -2.29119e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 164613 members 
Entering Unmasked Estep 
Score: -22912142.000000 Penalty: 5959.062988
	Iteration 15Q: 3 clusters Score -2.291214e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 164690 members 
Entering Unmasked Estep 
Score: -22912242.000000 Penalty: 5959.062988
	Iteration 16Q: 3 clusters Score -2.291224e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 164718 members 
Entering Unmasked Estep 
Score: -22912252.000000 Penalty: 5959.062988
	Iteration 17Q: 3 clusters Score -2.291225e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 164732 members 
Entering Unmasked Estep 
Score: -22912312.000000 Penalty: 5959.062988
	Iteration 18Q: 3 clusters Score -2.291231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 164744 members 
Entering Unmasked Estep 
Score: -22912336.000000 Penalty: 5959.062988
	Iteration 19Q: 3 clusters Score -2.291234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 164748 members 
Entering Unmasked Estep 
Score: -22912350.000000 Penalty: 5959.062988
	Iteration 20F: 3 clusters Score -2.291235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 164753 members 
Entering Unmasked Estep 
Score: -22912354.000000 Penalty: 5959.062988
	Iteration 21Q: 3 clusters Score -2.291235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 164755 members 
Entering Unmasked Estep 
Score: -22912324.000000 Penalty: 5959.062988
	Iteration 22Q: 3 clusters Score -2.291232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 164755 members 
Entering Unmasked Estep 
Score: -22912328.000000 Penalty: 5959.062988
	Iteration 23Q: 3 clusters Score -2.291233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 164757 members 
Entering Unmasked Estep 
Score: -22912348.000000 Penalty: 5959.062988
	Iteration 24Q: 3 clusters Score -2.291235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 164760 members 
Entering Unmasked Estep 
Score: -22912342.000000 Penalty: 5959.062988
	Iteration 25Q: 3 clusters Score -2.291234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 164761 members 
Entering Unmasked Estep 
Score: -22912336.000000 Penalty: 5959.062988
	Iteration 26Q: 3 clusters Score -2.291234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 164765 members 
Entering Unmasked Estep 
Score: -22912338.000000 Penalty: 5959.062988
	Iteration 27Q: 3 clusters Score -2.291234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 164769 members 
Entering Unmasked Estep 
Score: -22912342.000000 Penalty: 5959.062988
	Iteration 28Q: 3 clusters Score -2.291234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 164773 members 
Entering Unmasked Estep 
Score: -22912352.000000 Penalty: 5959.062988
	Iteration 29Q: 3 clusters Score -2.291235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 164775 members 
Entering Unmasked Estep 
Score: -22912370.000000 Penalty: 5959.062988
	Iteration 30Q: 3 clusters Score -2.291237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 164777 members 
Entering Unmasked Estep 
Score: -22912370.000000 Penalty: 5959.062988
	Iteration 31Q: 3 clusters Score -2.291237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 164778 members 
Entering Unmasked Estep 
Score: -22912372.000000 Penalty: 5959.062988
	Iteration 32Q: 3 clusters Score -2.291237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 164780 members 
Entering Unmasked Estep 
Score: -22912370.000000 Penalty: 5959.062988
	Iteration 33Q: 3 clusters Score -2.291237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 164780 members 
Entering Unmasked Estep 
Score: -22912370.000000 Penalty: 5959.062988
	Iteration 34F: 3 clusters Score -2.291237e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -65575.898438 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -65575.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64066.269531 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -64066.27 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -64268.242188 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -64268.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -64337.722656 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -64337.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -64482.406250 Penalty: 3111.347168
	Iteration 3F: 3 clusters Score -64482.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64637.078125 Penalty: 3111.347168
	Iteration 4F: 3 clusters Score -64637.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -64748.585938 Penalty: 3111.347168
	Iteration 5F: 3 clusters Score -64748.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -64848.367188 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -64848.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -64973.042969 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -64973.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -65056.582031 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -65056.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -65111.902344 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -65111.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -65170.492188 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -65170.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -65256.890625 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -65256.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -65402.242188 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -65402.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -65672.406250 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -65672.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -65768.070312 Penalty: 3111.347168
	Iteration 14Q: 3 clusters Score -65768.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -65770.351562 Penalty: 3111.347168
	Iteration 15Q: 3 clusters Score -65770.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -65770.351562 Penalty: 3111.347168
	Iteration 16F: 3 clusters Score -65770.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 151910 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54288 members 
Mstep: Class 5 contains 8375 members 
Mstep: Class 6 contains 49630 members 
Mstep: Class 7 contains 11051 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 41922 members 
Mstep: Class 10 contains 14012 members 
Mstep: Class 11 contains 36064 members 
Mstep: Class 12 contains 51436 members 
Mstep: Class 13 contains 398 members 
Mstep: Class 14 contains 84429 members 
Mstep: Class 15 contains 38326 members 
Mstep: Class 16 contains 69274 members 
Mstep: Class 17 contains 142902 members 
Mstep: Class 18 contains 30524 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165089 members 
Mstep: Class 22 contains 132 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
Score: -142943008.000000 Penalty: 103175.226562
Splitting cluster 22 changes total score from -142944560.000000 to -142943008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (2709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Entering Unmasked Estep 
Score: -357350.125000 Penalty: 1960.275146
	Iteration 0F: 2 clusters Score -357350.1 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 1327 members 
Entering Unmasked Estep 
Score: -354321.093750 Penalty: 3920.550293
	Iteration 0F: 3 clusters Score -354321.1 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -355034.625000 Penalty: 3920.550293
	Iteration 1F: 3 clusters Score -355034.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -355266.968750 Penalty: 3920.550293
	Iteration 2F: 3 clusters Score -355267 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -355437.718750 Penalty: 3920.550293
	Iteration 3F: 3 clusters Score -355437.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -355637.156250 Penalty: 3920.550293
	Iteration 4F: 3 clusters Score -355637.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -355860.656250 Penalty: 3920.550293
	Iteration 5Q: 3 clusters Score -355860.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -356052.687500 Penalty: 3920.550293
	Iteration 6F: 3 clusters Score -356052.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -356174.843750 Penalty: 3920.550293
	Iteration 7Q: 3 clusters Score -356174.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -356248.906250 Penalty: 3920.550293
	Iteration 8Q: 3 clusters Score -356248.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -356294.343750 Penalty: 3920.550293
	Iteration 9Q: 3 clusters Score -356294.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -356342.562500 Penalty: 3920.550293
	Iteration 10Q: 3 clusters Score -356342.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -356384.812500 Penalty: 3920.550293
	Iteration 11Q: 3 clusters Score -356384.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -356422.750000 Penalty: 3920.550293
	Iteration 12Q: 3 clusters Score -356422.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -356488.875000 Penalty: 3920.550293
	Iteration 13Q: 3 clusters Score -356488.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -356571.656250 Penalty: 3920.550293
	Iteration 14Q: 3 clusters Score -356571.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -356652.156250 Penalty: 3920.550293
	Iteration 15Q: 3 clusters Score -356652.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -356712.687500 Penalty: 3920.550293
	Iteration 16Q: 3 clusters Score -356712.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -356740.843750 Penalty: 3920.550293
	Iteration 17Q: 3 clusters Score -356740.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -356763.375000 Penalty: 3920.550293
	Iteration 18Q: 3 clusters Score -356763.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -356771.281250 Penalty: 3920.550293
	Iteration 19Q: 3 clusters Score -356771.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -356774.500000 Penalty: 3920.550293
	Iteration 20F: 3 clusters Score -356774.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -356776.968750 Penalty: 3920.550293
	Iteration 21Q: 3 clusters Score -356777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -356778.218750 Penalty: 3920.550293
	Iteration 22Q: 3 clusters Score -356778.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -356779.781250 Penalty: 3920.550293
	Iteration 23Q: 3 clusters Score -356779.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -356782.375000 Penalty: 3920.550293
	Iteration 24Q: 3 clusters Score -356782.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -356783.250000 Penalty: 3920.550293
	Iteration 25Q: 3 clusters Score -356783.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -356783.250000 Penalty: 3920.550293
	Iteration 26F: 3 clusters Score -356783.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Entering Unmasked Estep 
Score: -2478619.250000 Penalty: 2431.706543
	Iteration 0F: 2 clusters Score -2478619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2465763.250000 Penalty: 4863.413086
	Iteration 0F: 3 clusters Score -2465763 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2470140.250000 Penalty: 4863.413086
	Iteration 1F: 3 clusters Score -2470140 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2470677.000000 Penalty: 4863.413086
	Iteration 2F: 3 clusters Score -2470677 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2471203.250000 Penalty: 4863.413086
	Iteration 3F: 3 clusters Score -2471203 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2471733.750000 Penalty: 4863.413086
	Iteration 4F: 3 clusters Score -2471734 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2472284.000000 Penalty: 4863.413086
	Iteration 5F: 3 clusters Score -2472284 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2472788.500000 Penalty: 4863.413086
	Iteration 6F: 3 clusters Score -2472788 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2473282.250000 Penalty: 4863.413086
	Iteration 7Q: 3 clusters Score -2473282 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2473762.500000 Penalty: 4863.413086
	Iteration 8Q: 3 clusters Score -2473762 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2474182.500000 Penalty: 4863.413086
	Iteration 9Q: 3 clusters Score -2474182 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2474581.250000 Penalty: 4863.413086
	Iteration 10Q: 3 clusters Score -2474581 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2474862.250000 Penalty: 4863.413086
	Iteration 11Q: 3 clusters Score -2474862 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2475048.000000 Penalty: 4863.413086
	Iteration 12Q: 3 clusters Score -2475048 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2475174.750000 Penalty: 4863.413086
	Iteration 13Q: 3 clusters Score -2475175 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2475268.750000 Penalty: 4863.413086
	Iteration 14Q: 3 clusters Score -2475269 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2475328.750000 Penalty: 4863.413086
	Iteration 15Q: 3 clusters Score -2475329 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2475368.750000 Penalty: 4863.413086
	Iteration 16Q: 3 clusters Score -2475369 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2475406.250000 Penalty: 4863.413086
	Iteration 17Q: 3 clusters Score -2475406 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2475434.250000 Penalty: 4863.413086
	Iteration 18Q: 3 clusters Score -2475434 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2475460.000000 Penalty: 4863.413086
	Iteration 19Q: 3 clusters Score -2475460 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2475471.500000 Penalty: 4863.413086
	Iteration 20F: 3 clusters Score -2475472 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2475490.250000 Penalty: 4863.413086
	Iteration 21Q: 3 clusters Score -2475490 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2475529.750000 Penalty: 4863.413086
	Iteration 22Q: 3 clusters Score -2475530 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2475545.750000 Penalty: 4863.413086
	Iteration 23Q: 3 clusters Score -2475546 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2475576.750000 Penalty: 4863.413086
	Iteration 24Q: 3 clusters Score -2475577 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2475601.500000 Penalty: 4863.413086
	Iteration 25Q: 3 clusters Score -2475602 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2475635.250000 Penalty: 4863.413086
	Iteration 26Q: 3 clusters Score -2475635 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2475678.000000 Penalty: 4863.413086
	Iteration 27Q: 3 clusters Score -2475678 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2475703.750000 Penalty: 4863.413086
	Iteration 28Q: 3 clusters Score -2475704 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2475738.250000 Penalty: 4863.413086
	Iteration 29Q: 3 clusters Score -2475738 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2475753.000000 Penalty: 4863.413086
	Iteration 30Q: 3 clusters Score -2475753 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2475777.000000 Penalty: 4863.413086
	Iteration 31Q: 3 clusters Score -2475777 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2475796.250000 Penalty: 4863.413086
	Iteration 32Q: 3 clusters Score -2475796 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2475814.250000 Penalty: 4863.413086
	Iteration 33Q: 3 clusters Score -2475814 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2475851.000000 Penalty: 4863.413086
	Iteration 34Q: 3 clusters Score -2475851 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2475862.000000 Penalty: 4863.413086
	Iteration 35Q: 3 clusters Score -2475862 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2475903.750000 Penalty: 4863.413086
	Iteration 36Q: 3 clusters Score -2475904 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2475937.750000 Penalty: 4863.413086
	Iteration 37Q: 3 clusters Score -2475938 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2475961.750000 Penalty: 4863.413086
	Iteration 38Q: 3 clusters Score -2475962 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2475992.250000 Penalty: 4863.413086
	Iteration 39Q: 3 clusters Score -2475992 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2476022.500000 Penalty: 4863.413086
	Iteration 40F: 3 clusters Score -2476022 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2476057.250000 Penalty: 4863.413086
	Iteration 41Q: 3 clusters Score -2476057 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2476076.500000 Penalty: 4863.413086
	Iteration 42Q: 3 clusters Score -2476076 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2476100.500000 Penalty: 4863.413086
	Iteration 43Q: 3 clusters Score -2476100 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2476124.000000 Penalty: 4863.413086
	Iteration 44Q: 3 clusters Score -2476124 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2476150.250000 Penalty: 4863.413086
	Iteration 45Q: 3 clusters Score -2476150 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2476163.500000 Penalty: 4863.413086
	Iteration 46Q: 3 clusters Score -2476164 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2476186.250000 Penalty: 4863.413086
	Iteration 47Q: 3 clusters Score -2476186 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2476213.000000 Penalty: 4863.413086
	Iteration 48Q: 3 clusters Score -2476213 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2476239.000000 Penalty: 4863.413086
	Iteration 49Q: 3 clusters Score -2476239 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2476265.250000 Penalty: 4863.413086
	Iteration 50Q: 3 clusters Score -2476265 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2476290.000000 Penalty: 4863.413086
	Iteration 51Q: 3 clusters Score -2476290 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2476327.250000 Penalty: 4863.413086
	Iteration 52Q: 3 clusters Score -2476327 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2476348.250000 Penalty: 4863.413086
	Iteration 53Q: 3 clusters Score -2476348 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2476373.750000 Penalty: 4863.413086
	Iteration 54Q: 3 clusters Score -2476374 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2476409.000000 Penalty: 4863.413086
	Iteration 55Q: 3 clusters Score -2476409 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2476441.250000 Penalty: 4863.413086
	Iteration 56Q: 3 clusters Score -2476441 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2476487.500000 Penalty: 4863.413086
	Iteration 57Q: 3 clusters Score -2476488 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2476530.750000 Penalty: 4863.413086
	Iteration 58Q: 3 clusters Score -2476531 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2476575.250000 Penalty: 4863.413086
	Iteration 59Q: 3 clusters Score -2476575 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2476621.250000 Penalty: 4863.413086
	Iteration 60F: 3 clusters Score -2476621 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2476682.250000 Penalty: 4863.413086
	Iteration 61Q: 3 clusters Score -2476682 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2476732.500000 Penalty: 4863.413086
	Iteration 62Q: 3 clusters Score -2476732 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2476790.000000 Penalty: 4863.413086
	Iteration 63Q: 3 clusters Score -2476790 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2476827.000000 Penalty: 4863.413086
	Iteration 64Q: 3 clusters Score -2476827 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2476882.000000 Penalty: 4863.413086
	Iteration 65Q: 3 clusters Score -2476882 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2476937.250000 Penalty: 4863.413086
	Iteration 66Q: 3 clusters Score -2476937 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2476988.250000 Penalty: 4863.413086
	Iteration 67Q: 3 clusters Score -2476988 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2477029.250000 Penalty: 4863.413086
	Iteration 68Q: 3 clusters Score -2477029 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2477072.000000 Penalty: 4863.413086
	Iteration 69Q: 3 clusters Score -2477072 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2477120.500000 Penalty: 4863.413086
	Iteration 70Q: 3 clusters Score -2477120 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2477158.750000 Penalty: 4863.413086
	Iteration 71Q: 3 clusters Score -2477159 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2477186.250000 Penalty: 4863.413086
	Iteration 72Q: 3 clusters Score -2477186 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2477216.750000 Penalty: 4863.413086
	Iteration 73Q: 3 clusters Score -2477217 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2477240.500000 Penalty: 4863.413086
	Iteration 74Q: 3 clusters Score -2477240 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2477269.000000 Penalty: 4863.413086
	Iteration 75Q: 3 clusters Score -2477269 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2477277.250000 Penalty: 4863.413086
	Iteration 76Q: 3 clusters Score -2477277 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2477289.250000 Penalty: 4863.413086
	Iteration 77Q: 3 clusters Score -2477289 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2477296.000000 Penalty: 4863.413086
	Iteration 78Q: 3 clusters Score -2477296 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2477306.500000 Penalty: 4863.413086
	Iteration 79Q: 3 clusters Score -2477306 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2477330.250000 Penalty: 4863.413086
	Iteration 80F: 3 clusters Score -2477330 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2477347.750000 Penalty: 4863.413086
	Iteration 81Q: 3 clusters Score -2477348 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2477343.500000 Penalty: 4863.413086
	Iteration 82Q: 3 clusters Score -2477344 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2477360.000000 Penalty: 4863.413086
	Iteration 83Q: 3 clusters Score -2477360 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2477379.250000 Penalty: 4863.413086
	Iteration 84Q: 3 clusters Score -2477379 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2477393.500000 Penalty: 4863.413086
	Iteration 85Q: 3 clusters Score -2477394 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2477403.500000 Penalty: 4863.413086
	Iteration 86Q: 3 clusters Score -2477404 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2477423.000000 Penalty: 4863.413086
	Iteration 87Q: 3 clusters Score -2477423 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2477431.750000 Penalty: 4863.413086
	Iteration 88Q: 3 clusters Score -2477432 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2477446.250000 Penalty: 4863.413086
	Iteration 89Q: 3 clusters Score -2477446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2477454.750000 Penalty: 4863.413086
	Iteration 90Q: 3 clusters Score -2477455 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2477470.750000 Penalty: 4863.413086
	Iteration 91Q: 3 clusters Score -2477471 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2477474.000000 Penalty: 4863.413086
	Iteration 92Q: 3 clusters Score -2477474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2477477.750000 Penalty: 4863.413086
	Iteration 93Q: 3 clusters Score -2477478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2477489.000000 Penalty: 4863.413086
	Iteration 94Q: 3 clusters Score -2477489 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2477502.500000 Penalty: 4863.413086
	Iteration 95Q: 3 clusters Score -2477502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2477507.750000 Penalty: 4863.413086
	Iteration 96Q: 3 clusters Score -2477508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2477516.000000 Penalty: 4863.413086
	Iteration 97Q: 3 clusters Score -2477516 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2477527.250000 Penalty: 4863.413086
	Iteration 98Q: 3 clusters Score -2477527 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -2477534.500000 Penalty: 4863.413086
	Iteration 99Q: 3 clusters Score -2477534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2477535.500000 Penalty: 4863.413086
	Iteration 100F: 3 clusters Score -2477536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2477549.500000 Penalty: 4863.413086
	Iteration 101Q: 3 clusters Score -2477550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2477547.750000 Penalty: 4863.413086
	Iteration 102Q: 3 clusters Score -2477548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2477555.250000 Penalty: 4863.413086
	Iteration 103Q: 3 clusters Score -2477555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2477557.750000 Penalty: 4863.413086
	Iteration 104Q: 3 clusters Score -2477558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2477564.000000 Penalty: 4863.413086
	Iteration 105Q: 3 clusters Score -2477564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2477570.250000 Penalty: 4863.413086
	Iteration 106Q: 3 clusters Score -2477570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2477576.250000 Penalty: 4863.413086
	Iteration 107Q: 3 clusters Score -2477576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2477576.250000 Penalty: 4863.413086
	Iteration 108Q: 3 clusters Score -2477576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2477577.750000 Penalty: 4863.413086
	Iteration 109Q: 3 clusters Score -2477578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2477581.500000 Penalty: 4863.413086
	Iteration 110Q: 3 clusters Score -2477582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2477578.000000 Penalty: 4863.413086
	Iteration 111Q: 3 clusters Score -2477578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2477580.750000 Penalty: 4863.413086
	Iteration 112Q: 3 clusters Score -2477581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2477579.750000 Penalty: 4863.413086
	Iteration 113Q: 3 clusters Score -2477580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2477585.750000 Penalty: 4863.413086
	Iteration 114Q: 3 clusters Score -2477586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2477587.500000 Penalty: 4863.413086
	Iteration 115Q: 3 clusters Score -2477588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2477587.500000 Penalty: 4863.413086
	Iteration 116Q: 3 clusters Score -2477588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2477587.750000 Penalty: 4863.413086
	Iteration 117Q: 3 clusters Score -2477588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2477586.500000 Penalty: 4863.413086
	Iteration 118Q: 3 clusters Score -2477586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2477588.500000 Penalty: 4863.413086
	Iteration 119Q: 3 clusters Score -2477588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2477585.500000 Penalty: 4863.413086
	Iteration 120F: 3 clusters Score -2477586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2477583.500000 Penalty: 4863.413086
	Iteration 121Q: 3 clusters Score -2477584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2477583.500000 Penalty: 4863.413086
	Iteration 122F: 3 clusters Score -2477584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Entering Unmasked Estep 
Score: -875856.500000 Penalty: 2180.175537
	Iteration 0F: 2 clusters Score -875856.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -870310.312500 Penalty: 4360.351074
	Iteration 0F: 3 clusters Score -870310.3 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -871909.437500 Penalty: 4360.351074
	Iteration 1F: 3 clusters Score -871909.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -872468.687500 Penalty: 4360.351074
	Iteration 2F: 3 clusters Score -872468.7 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -873188.500000 Penalty: 4360.351074
	Iteration 3F: 3 clusters Score -873188.5 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -874063.125000 Penalty: 4360.351074
	Iteration 4F: 3 clusters Score -874063.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -874902.187500 Penalty: 4360.351074
	Iteration 5F: 3 clusters Score -874902.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -875490.625000 Penalty: 4360.351074
	Iteration 6F: 3 clusters Score -875490.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -875786.875000 Penalty: 4360.351074
	Iteration 7Q: 3 clusters Score -875786.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -875890.750000 Penalty: 4360.351074
	Iteration 8Q: 3 clusters Score -875890.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -875934.312500 Penalty: 4360.351074
	Iteration 9Q: 3 clusters Score -875934.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -875953.687500 Penalty: 4360.351074
	Iteration 10Q: 3 clusters Score -875953.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -875960.125000 Penalty: 4360.351074
	Iteration 11Q: 3 clusters Score -875960.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -875967.312500 Penalty: 4360.351074
	Iteration 12Q: 3 clusters Score -875967.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -875971.250000 Penalty: 4360.351074
	Iteration 13Q: 3 clusters Score -875971.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -875972.250000 Penalty: 4360.351074
	Iteration 14Q: 3 clusters Score -875972.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -875973.000000 Penalty: 4360.351074
	Iteration 15Q: 3 clusters Score -875973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -875974.875000 Penalty: 4360.351074
	Iteration 16Q: 3 clusters Score -875974.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -875976.000000 Penalty: 4360.351074
	Iteration 17Q: 3 clusters Score -875976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -875973.250000 Penalty: 4360.351074
	Iteration 18Q: 3 clusters Score -875973.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -875973.562500 Penalty: 4360.351074
	Iteration 19Q: 3 clusters Score -875973.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -875976.437500 Penalty: 4360.351074
	Iteration 20F: 3 clusters Score -875976.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -875976.062500 Penalty: 4360.351074
	Iteration 21Q: 3 clusters Score -875976.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -875977.000000 Penalty: 4360.351074
	Iteration 22Q: 3 clusters Score -875977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -875975.625000 Penalty: 4360.351074
	Iteration 23Q: 3 clusters Score -875975.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -875975.625000 Penalty: 4360.351074
	Iteration 24F: 3 clusters Score -875975.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 151910 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54288 members 
Mstep: Class 5 contains 8375 members 
Mstep: Class 6 contains 49630 members 
Mstep: Class 7 contains 11051 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 41922 members 
Mstep: Class 10 contains 14012 members 
Mstep: Class 11 contains 36064 members 
Mstep: Class 12 contains 51436 members 
Mstep: Class 13 contains 2432 members 
Mstep: Class 14 contains 84429 members 
Mstep: Class 15 contains 38326 members 
Mstep: Class 16 contains 69274 members 
Mstep: Class 17 contains 142902 members 
Mstep: Class 18 contains 30524 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165089 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 4143 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
Score: -142943584.000000 Penalty: 103175.226562
Splitting cluster 25 changes total score from -142944560.000000 to -142943584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (6974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Entering Unmasked Estep 
Score: -955897.500000 Penalty: 2194.786133
	Iteration 0F: 2 clusters Score -955897.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -950126.812500 Penalty: 4389.572266
	Iteration 0F: 3 clusters Score -950126.8 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -951624.000000 Penalty: 4389.572266
	Iteration 1F: 3 clusters Score -951624 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -951875.937500 Penalty: 4389.572266
	Iteration 2F: 3 clusters Score -951875.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -952054.062500 Penalty: 4389.572266
	Iteration 3Q: 3 clusters Score -952054.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -952191.625000 Penalty: 4389.572266
	Iteration 4Q: 3 clusters Score -952191.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -952301.562500 Penalty: 4389.572266
	Iteration 5Q: 3 clusters Score -952301.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -952425.375000 Penalty: 4389.572266
	Iteration 6Q: 3 clusters Score -952425.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -952541.500000 Penalty: 4389.572266
	Iteration 7Q: 3 clusters Score -952541.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -952648.437500 Penalty: 4389.572266
	Iteration 8Q: 3 clusters Score -952648.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -952755.500000 Penalty: 4389.572266
	Iteration 9Q: 3 clusters Score -952755.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -952881.187500 Penalty: 4389.572266
	Iteration 10Q: 3 clusters Score -952881.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -953007.687500 Penalty: 4389.572266
	Iteration 11Q: 3 clusters Score -953007.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -953109.625000 Penalty: 4389.572266
	Iteration 12Q: 3 clusters Score -953109.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -953220.250000 Penalty: 4389.572266
	Iteration 13Q: 3 clusters Score -953220.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -953345.125000 Penalty: 4389.572266
	Iteration 14Q: 3 clusters Score -953345.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -953450.812500 Penalty: 4389.572266
	Iteration 15Q: 3 clusters Score -953450.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -953540.312500 Penalty: 4389.572266
	Iteration 16Q: 3 clusters Score -953540.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -953615.187500 Penalty: 4389.572266
	Iteration 17Q: 3 clusters Score -953615.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -953667.812500 Penalty: 4389.572266
	Iteration 18Q: 3 clusters Score -953667.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -953702.937500 Penalty: 4389.572266
	Iteration 19Q: 3 clusters Score -953702.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -953736.000000 Penalty: 4389.572266
	Iteration 20F: 3 clusters Score -953736 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -953760.250000 Penalty: 4389.572266
	Iteration 21Q: 3 clusters Score -953760.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -953778.250000 Penalty: 4389.572266
	Iteration 22Q: 3 clusters Score -953778.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -953796.625000 Penalty: 4389.572266
	Iteration 23Q: 3 clusters Score -953796.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -953808.562500 Penalty: 4389.572266
	Iteration 24Q: 3 clusters Score -953808.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -953819.500000 Penalty: 4389.572266
	Iteration 25Q: 3 clusters Score -953819.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -953829.562500 Penalty: 4389.572266
	Iteration 26Q: 3 clusters Score -953829.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -953846.875000 Penalty: 4389.572266
	Iteration 27Q: 3 clusters Score -953846.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -953859.687500 Penalty: 4389.572266
	Iteration 28Q: 3 clusters Score -953859.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -953869.875000 Penalty: 4389.572266
	Iteration 29Q: 3 clusters Score -953869.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -953878.687500 Penalty: 4389.572266
	Iteration 30Q: 3 clusters Score -953878.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -953884.750000 Penalty: 4389.572266
	Iteration 31Q: 3 clusters Score -953884.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -953891.125000 Penalty: 4389.572266
	Iteration 32Q: 3 clusters Score -953891.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -953897.750000 Penalty: 4389.572266
	Iteration 33Q: 3 clusters Score -953897.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -953901.625000 Penalty: 4389.572266
	Iteration 34Q: 3 clusters Score -953901.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -953906.000000 Penalty: 4389.572266
	Iteration 35Q: 3 clusters Score -953906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -953913.500000 Penalty: 4389.572266
	Iteration 36Q: 3 clusters Score -953913.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -953914.875000 Penalty: 4389.572266
	Iteration 37Q: 3 clusters Score -953914.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -953916.875000 Penalty: 4389.572266
	Iteration 38Q: 3 clusters Score -953916.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -953923.125000 Penalty: 4389.572266
	Iteration 39Q: 3 clusters Score -953923.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -953922.875000 Penalty: 4389.572266
	Iteration 40F: 3 clusters Score -953922.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -953925.812500 Penalty: 4389.572266
	Iteration 41Q: 3 clusters Score -953925.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -953930.375000 Penalty: 4389.572266
	Iteration 42Q: 3 clusters Score -953930.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -953931.375000 Penalty: 4389.572266
	Iteration 43Q: 3 clusters Score -953931.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -953934.250000 Penalty: 4389.572266
	Iteration 44Q: 3 clusters Score -953934.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -953935.375000 Penalty: 4389.572266
	Iteration 45Q: 3 clusters Score -953935.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -953936.500000 Penalty: 4389.572266
	Iteration 46Q: 3 clusters Score -953936.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -953941.500000 Penalty: 4389.572266
	Iteration 47Q: 3 clusters Score -953941.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -953942.437500 Penalty: 4389.572266
	Iteration 48Q: 3 clusters Score -953942.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -953944.375000 Penalty: 4389.572266
	Iteration 49Q: 3 clusters Score -953944.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -953944.375000 Penalty: 4389.572266
	Iteration 50Q: 3 clusters Score -953944.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -953947.812500 Penalty: 4389.572266
	Iteration 51Q: 3 clusters Score -953947.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -953950.125000 Penalty: 4389.572266
	Iteration 52Q: 3 clusters Score -953950.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -953951.312500 Penalty: 4389.572266
	Iteration 53Q: 3 clusters Score -953951.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -953957.062500 Penalty: 4389.572266
	Iteration 54Q: 3 clusters Score -953957.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -953958.437500 Penalty: 4389.572266
	Iteration 55Q: 3 clusters Score -953958.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -953963.437500 Penalty: 4389.572266
	Iteration 56Q: 3 clusters Score -953963.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -953966.750000 Penalty: 4389.572266
	Iteration 57Q: 3 clusters Score -953966.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -953968.500000 Penalty: 4389.572266
	Iteration 58Q: 3 clusters Score -953968.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -953972.937500 Penalty: 4389.572266
	Iteration 59Q: 3 clusters Score -953972.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -953978.000000 Penalty: 4389.572266
	Iteration 60F: 3 clusters Score -953978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -953986.062500 Penalty: 4389.572266
	Iteration 61Q: 3 clusters Score -953986.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -953994.625000 Penalty: 4389.572266
	Iteration 62Q: 3 clusters Score -953994.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -953998.875000 Penalty: 4389.572266
	Iteration 63Q: 3 clusters Score -953998.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -954004.687500 Penalty: 4389.572266
	Iteration 64Q: 3 clusters Score -954004.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -954008.562500 Penalty: 4389.572266
	Iteration 65Q: 3 clusters Score -954008.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -954013.000000 Penalty: 4389.572266
	Iteration 66Q: 3 clusters Score -954013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -954017.687500 Penalty: 4389.572266
	Iteration 67Q: 3 clusters Score -954017.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -954017.500000 Penalty: 4389.572266
	Iteration 68Q: 3 clusters Score -954017.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -954018.812500 Penalty: 4389.572266
	Iteration 69Q: 3 clusters Score -954018.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -954020.250000 Penalty: 4389.572266
	Iteration 70Q: 3 clusters Score -954020.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -954021.687500 Penalty: 4389.572266
	Iteration 71Q: 3 clusters Score -954021.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -954025.750000 Penalty: 4389.572266
	Iteration 72Q: 3 clusters Score -954025.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -954029.187500 Penalty: 4389.572266
	Iteration 73Q: 3 clusters Score -954029.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -954035.750000 Penalty: 4389.572266
	Iteration 74Q: 3 clusters Score -954035.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -954038.437500 Penalty: 4389.572266
	Iteration 75Q: 3 clusters Score -954038.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -954042.562500 Penalty: 4389.572266
	Iteration 76Q: 3 clusters Score -954042.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -954045.937500 Penalty: 4389.572266
	Iteration 77Q: 3 clusters Score -954045.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -954050.937500 Penalty: 4389.572266
	Iteration 78Q: 3 clusters Score -954050.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -954058.500000 Penalty: 4389.572266
	Iteration 79Q: 3 clusters Score -954058.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -954062.000000 Penalty: 4389.572266
	Iteration 80F: 3 clusters Score -954062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -954066.812500 Penalty: 4389.572266
	Iteration 81Q: 3 clusters Score -954066.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -954072.687500 Penalty: 4389.572266
	Iteration 82Q: 3 clusters Score -954072.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -954083.875000 Penalty: 4389.572266
	Iteration 83Q: 3 clusters Score -954083.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -954087.937500 Penalty: 4389.572266
	Iteration 84Q: 3 clusters Score -954087.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -954095.812500 Penalty: 4389.572266
	Iteration 85Q: 3 clusters Score -954095.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -954103.562500 Penalty: 4389.572266
	Iteration 86Q: 3 clusters Score -954103.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -954104.000000 Penalty: 4389.572266
	Iteration 87Q: 3 clusters Score -954104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -954107.812500 Penalty: 4389.572266
	Iteration 88Q: 3 clusters Score -954107.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -954112.125000 Penalty: 4389.572266
	Iteration 89Q: 3 clusters Score -954112.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -954117.937500 Penalty: 4389.572266
	Iteration 90Q: 3 clusters Score -954117.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -954119.187500 Penalty: 4389.572266
	Iteration 91Q: 3 clusters Score -954119.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -954123.062500 Penalty: 4389.572266
	Iteration 92Q: 3 clusters Score -954123.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -954128.125000 Penalty: 4389.572266
	Iteration 93Q: 3 clusters Score -954128.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -954130.437500 Penalty: 4389.572266
	Iteration 94Q: 3 clusters Score -954130.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -954142.062500 Penalty: 4389.572266
	Iteration 95Q: 3 clusters Score -954142.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -954150.687500 Penalty: 4389.572266
	Iteration 96Q: 3 clusters Score -954150.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -954158.062500 Penalty: 4389.572266
	Iteration 97Q: 3 clusters Score -954158.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -954167.875000 Penalty: 4389.572266
	Iteration 98Q: 3 clusters Score -954167.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -954182.625000 Penalty: 4389.572266
	Iteration 99Q: 3 clusters Score -954182.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -954207.000000 Penalty: 4389.572266
	Iteration 100F: 3 clusters Score -954207 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -954229.625000 Penalty: 4389.572266
	Iteration 101Q: 3 clusters Score -954229.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -954268.125000 Penalty: 4389.572266
	Iteration 102Q: 3 clusters Score -954268.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -954308.500000 Penalty: 4389.572266
	Iteration 103Q: 3 clusters Score -954308.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -954344.062500 Penalty: 4389.572266
	Iteration 104Q: 3 clusters Score -954344.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -954378.500000 Penalty: 4389.572266
	Iteration 105Q: 3 clusters Score -954378.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -954416.000000 Penalty: 4389.572266
	Iteration 106Q: 3 clusters Score -954416 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -954459.750000 Penalty: 4389.572266
	Iteration 107Q: 3 clusters Score -954459.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -954526.312500 Penalty: 4389.572266
	Iteration 108Q: 3 clusters Score -954526.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -954607.562500 Penalty: 4389.572266
	Iteration 109Q: 3 clusters Score -954607.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -954690.187500 Penalty: 4389.572266
	Iteration 110Q: 3 clusters Score -954690.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -954760.312500 Penalty: 4389.572266
	Iteration 111Q: 3 clusters Score -954760.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -954803.562500 Penalty: 4389.572266
	Iteration 112Q: 3 clusters Score -954803.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -954830.125000 Penalty: 4389.572266
	Iteration 113Q: 3 clusters Score -954830.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -954839.562500 Penalty: 4389.572266
	Iteration 114Q: 3 clusters Score -954839.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -954847.625000 Penalty: 4389.572266
	Iteration 115Q: 3 clusters Score -954847.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -954850.437500 Penalty: 4389.572266
	Iteration 116Q: 3 clusters Score -954850.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -954853.250000 Penalty: 4389.572266
	Iteration 117Q: 3 clusters Score -954853.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -954856.937500 Penalty: 4389.572266
	Iteration 118Q: 3 clusters Score -954856.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -954859.437500 Penalty: 4389.572266
	Iteration 119Q: 3 clusters Score -954859.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -954865.562500 Penalty: 4389.572266
	Iteration 120F: 3 clusters Score -954865.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -954868.500000 Penalty: 4389.572266
	Iteration 121Q: 3 clusters Score -954868.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -954870.750000 Penalty: 4389.572266
	Iteration 122Q: 3 clusters Score -954870.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -954870.312500 Penalty: 4389.572266
	Iteration 123Q: 3 clusters Score -954870.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -954869.187500 Penalty: 4389.572266
	Iteration 124Q: 3 clusters Score -954869.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -954870.562500 Penalty: 4389.572266
	Iteration 125Q: 3 clusters Score -954870.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -954872.187500 Penalty: 4389.572266
	Iteration 126Q: 3 clusters Score -954872.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -954873.500000 Penalty: 4389.572266
	Iteration 127Q: 3 clusters Score -954873.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -954876.375000 Penalty: 4389.572266
	Iteration 128Q: 3 clusters Score -954876.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -954876.375000 Penalty: 4389.572266
	Iteration 129F: 3 clusters Score -954876.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Entering Unmasked Estep 
Score: -752984.625000 Penalty: 2139.704346
	Iteration 0F: 2 clusters Score -752984.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -748124.562500 Penalty: 4279.408691
	Iteration 0F: 3 clusters Score -748124.6 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -749570.062500 Penalty: 4279.408691
	Iteration 1F: 3 clusters Score -749570.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -750032.812500 Penalty: 4279.408691
	Iteration 2F: 3 clusters Score -750032.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -750411.625000 Penalty: 4279.408691
	Iteration 3F: 3 clusters Score -750411.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -750710.062500 Penalty: 4279.408691
	Iteration 4F: 3 clusters Score -750710.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -750953.187500 Penalty: 4279.408691
	Iteration 5Q: 3 clusters Score -750953.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -751157.125000 Penalty: 4279.408691
	Iteration 6Q: 3 clusters Score -751157.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -751334.750000 Penalty: 4279.408691
	Iteration 7Q: 3 clusters Score -751334.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -751471.500000 Penalty: 4279.408691
	Iteration 8Q: 3 clusters Score -751471.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -751591.000000 Penalty: 4279.408691
	Iteration 9Q: 3 clusters Score -751591 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -751686.375000 Penalty: 4279.408691
	Iteration 10Q: 3 clusters Score -751686.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -751784.062500 Penalty: 4279.408691
	Iteration 11Q: 3 clusters Score -751784.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -751873.437500 Penalty: 4279.408691
	Iteration 12Q: 3 clusters Score -751873.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -751967.125000 Penalty: 4279.408691
	Iteration 13Q: 3 clusters Score -751967.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -752066.687500 Penalty: 4279.408691
	Iteration 14Q: 3 clusters Score -752066.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -752163.375000 Penalty: 4279.408691
	Iteration 15Q: 3 clusters Score -752163.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -752224.437500 Penalty: 4279.408691
	Iteration 16Q: 3 clusters Score -752224.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -752269.000000 Penalty: 4279.408691
	Iteration 17Q: 3 clusters Score -752269 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -752307.500000 Penalty: 4279.408691
	Iteration 18Q: 3 clusters Score -752307.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -752330.500000 Penalty: 4279.408691
	Iteration 19Q: 3 clusters Score -752330.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -752354.500000 Penalty: 4279.408691
	Iteration 20F: 3 clusters Score -752354.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -752380.937500 Penalty: 4279.408691
	Iteration 21Q: 3 clusters Score -752380.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -752401.375000 Penalty: 4279.408691
	Iteration 22Q: 3 clusters Score -752401.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -752419.500000 Penalty: 4279.408691
	Iteration 23Q: 3 clusters Score -752419.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -752428.875000 Penalty: 4279.408691
	Iteration 24Q: 3 clusters Score -752428.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -752433.500000 Penalty: 4279.408691
	Iteration 25Q: 3 clusters Score -752433.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -752440.187500 Penalty: 4279.408691
	Iteration 26Q: 3 clusters Score -752440.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -752442.937500 Penalty: 4279.408691
	Iteration 27Q: 3 clusters Score -752442.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -752446.437500 Penalty: 4279.408691
	Iteration 28Q: 3 clusters Score -752446.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -752453.312500 Penalty: 4279.408691
	Iteration 29Q: 3 clusters Score -752453.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -752455.687500 Penalty: 4279.408691
	Iteration 30Q: 3 clusters Score -752455.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -752459.562500 Penalty: 4279.408691
	Iteration 31Q: 3 clusters Score -752459.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -752459.625000 Penalty: 4279.408691
	Iteration 32Q: 3 clusters Score -752459.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -752462.062500 Penalty: 4279.408691
	Iteration 33Q: 3 clusters Score -752462.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -752465.812500 Penalty: 4279.408691
	Iteration 34Q: 3 clusters Score -752465.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -752467.750000 Penalty: 4279.408691
	Iteration 35Q: 3 clusters Score -752467.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -752468.812500 Penalty: 4279.408691
	Iteration 36Q: 3 clusters Score -752468.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -752469.562500 Penalty: 4279.408691
	Iteration 37Q: 3 clusters Score -752469.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -752469.812500 Penalty: 4279.408691
	Iteration 38Q: 3 clusters Score -752469.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -752469.812500 Penalty: 4279.408691
	Iteration 39F: 3 clusters Score -752469.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Entering Unmasked Estep 
Score: -862610.312500 Penalty: 2173.756348
	Iteration 0F: 2 clusters Score -862610.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -857156.062500 Penalty: 4347.512695
	Iteration 0F: 3 clusters Score -857156.1 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -858638.625000 Penalty: 4347.512695
	Iteration 1F: 3 clusters Score -858638.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -859007.625000 Penalty: 4347.512695
	Iteration 2F: 3 clusters Score -859007.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -859359.250000 Penalty: 4347.512695
	Iteration 3F: 3 clusters Score -859359.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -859683.312500 Penalty: 4347.512695
	Iteration 4F: 3 clusters Score -859683.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -859993.937500 Penalty: 4347.512695
	Iteration 5F: 3 clusters Score -859993.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -860283.625000 Penalty: 4347.512695
	Iteration 6F: 3 clusters Score -860283.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -860566.062500 Penalty: 4347.512695
	Iteration 7Q: 3 clusters Score -860566.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -860837.500000 Penalty: 4347.512695
	Iteration 8Q: 3 clusters Score -860837.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -861075.625000 Penalty: 4347.512695
	Iteration 9Q: 3 clusters Score -861075.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -861311.375000 Penalty: 4347.512695
	Iteration 10Q: 3 clusters Score -861311.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -861502.875000 Penalty: 4347.512695
	Iteration 11Q: 3 clusters Score -861502.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -861655.687500 Penalty: 4347.512695
	Iteration 12Q: 3 clusters Score -861655.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -861782.625000 Penalty: 4347.512695
	Iteration 13Q: 3 clusters Score -861782.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -861869.062500 Penalty: 4347.512695
	Iteration 14Q: 3 clusters Score -861869.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -861937.125000 Penalty: 4347.512695
	Iteration 15Q: 3 clusters Score -861937.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -861991.750000 Penalty: 4347.512695
	Iteration 16Q: 3 clusters Score -861991.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -862055.625000 Penalty: 4347.512695
	Iteration 17Q: 3 clusters Score -862055.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -862132.812500 Penalty: 4347.512695
	Iteration 18Q: 3 clusters Score -862132.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -862240.187500 Penalty: 4347.512695
	Iteration 19Q: 3 clusters Score -862240.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -862422.625000 Penalty: 4347.512695
	Iteration 20F: 3 clusters Score -862422.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -862795.375000 Penalty: 4347.512695
	Iteration 21Q: 3 clusters Score -862795.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -863232.937500 Penalty: 4347.512695
	Iteration 22Q: 3 clusters Score -863232.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -863395.250000 Penalty: 4347.512695
	Iteration 23Q: 3 clusters Score -863395.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -863415.687500 Penalty: 4347.512695
	Iteration 24Q: 3 clusters Score -863415.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -863418.125000 Penalty: 4347.512695
	Iteration 25Q: 3 clusters Score -863418.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -863420.062500 Penalty: 4347.512695
	Iteration 26Q: 3 clusters Score -863420.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -863420.062500 Penalty: 4347.512695
	Iteration 27F: 3 clusters Score -863420.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 151910 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54288 members 
Mstep: Class 5 contains 8375 members 
Mstep: Class 6 contains 49630 members 
Mstep: Class 7 contains 11051 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 41922 members 
Mstep: Class 10 contains 14012 members 
Mstep: Class 11 contains 36064 members 
Mstep: Class 12 contains 51436 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 84429 members 
Mstep: Class 15 contains 38326 members 
Mstep: Class 16 contains 69274 members 
Mstep: Class 17 contains 142902 members 
Mstep: Class 18 contains 30524 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165089 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 2375 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
Score: -142944160.000000 Penalty: 103175.226562
Splitting cluster 28 changes total score from -142944560.000000 to -142944160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (1356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Entering Unmasked Estep 
Score: -182923.703125 Penalty: 1788.649048
	Iteration 0F: 2 clusters Score -182923.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -180699.593750 Penalty: 3577.298096
	Iteration 0F: 3 clusters Score -180699.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -181053.390625 Penalty: 3577.298096
	Iteration 1F: 3 clusters Score -181053.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -181201.625000 Penalty: 3577.298096
	Iteration 2F: 3 clusters Score -181201.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -181307.750000 Penalty: 3577.298096
	Iteration 3Q: 3 clusters Score -181307.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -181465.140625 Penalty: 3577.298096
	Iteration 4Q: 3 clusters Score -181465.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -181601.406250 Penalty: 3577.298096
	Iteration 5Q: 3 clusters Score -181601.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -181706.437500 Penalty: 3577.298096
	Iteration 6Q: 3 clusters Score -181706.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -181796.421875 Penalty: 3577.298096
	Iteration 7Q: 3 clusters Score -181796.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -181897.906250 Penalty: 3577.298096
	Iteration 8Q: 3 clusters Score -181897.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -181955.437500 Penalty: 3577.298096
	Iteration 9Q: 3 clusters Score -181955.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -181975.218750 Penalty: 3577.298096
	Iteration 10Q: 3 clusters Score -181975.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -181979.468750 Penalty: 3577.298096
	Iteration 11Q: 3 clusters Score -181979.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -181982.421875 Penalty: 3577.298096
	Iteration 12Q: 3 clusters Score -181982.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -181984.796875 Penalty: 3577.298096
	Iteration 13Q: 3 clusters Score -181984.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -181986.046875 Penalty: 3577.298096
	Iteration 14Q: 3 clusters Score -181986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -181988.281250 Penalty: 3577.298096
	Iteration 15Q: 3 clusters Score -181988.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -181988.281250 Penalty: 3577.298096
	Iteration 16F: 3 clusters Score -181988.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Entering Unmasked Estep 
Score: -362147.125000 Penalty: 1965.797363
	Iteration 0F: 2 clusters Score -362147.1 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 1384 members 
Entering Unmasked Estep 
Score: -359034.093750 Penalty: 3931.594727
	Iteration 0F: 3 clusters Score -359034.1 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -359635.000000 Penalty: 3931.594727
	Iteration 1F: 3 clusters Score -359635 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -359792.406250 Penalty: 3931.594727
	Iteration 2F: 3 clusters Score -359792.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -359887.437500 Penalty: 3931.594727
	Iteration 3Q: 3 clusters Score -359887.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -359940.406250 Penalty: 3931.594727
	Iteration 4Q: 3 clusters Score -359940.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -359979.281250 Penalty: 3931.594727
	Iteration 5Q: 3 clusters Score -359979.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -360014.031250 Penalty: 3931.594727
	Iteration 6Q: 3 clusters Score -360014 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -360057.375000 Penalty: 3931.594727
	Iteration 7Q: 3 clusters Score -360057.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -360102.000000 Penalty: 3931.594727
	Iteration 8Q: 3 clusters Score -360102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -360154.906250 Penalty: 3931.594727
	Iteration 9Q: 3 clusters Score -360154.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -360231.031250 Penalty: 3931.594727
	Iteration 10Q: 3 clusters Score -360231 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -360321.218750 Penalty: 3931.594727
	Iteration 11Q: 3 clusters Score -360321.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -360424.625000 Penalty: 3931.594727
	Iteration 12Q: 3 clusters Score -360424.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -360508.156250 Penalty: 3931.594727
	Iteration 13Q: 3 clusters Score -360508.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -360601.625000 Penalty: 3931.594727
	Iteration 14Q: 3 clusters Score -360601.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -360667.625000 Penalty: 3931.594727
	Iteration 15Q: 3 clusters Score -360667.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -360727.781250 Penalty: 3931.594727
	Iteration 16Q: 3 clusters Score -360727.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -360792.500000 Penalty: 3931.594727
	Iteration 17Q: 3 clusters Score -360792.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -360862.093750 Penalty: 3931.594727
	Iteration 18Q: 3 clusters Score -360862.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -360953.875000 Penalty: 3931.594727
	Iteration 19Q: 3 clusters Score -360953.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -361030.812500 Penalty: 3931.594727
	Iteration 20F: 3 clusters Score -361030.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -361076.562500 Penalty: 3931.594727
	Iteration 21Q: 3 clusters Score -361076.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -361103.500000 Penalty: 3931.594727
	Iteration 22Q: 3 clusters Score -361103.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -361125.875000 Penalty: 3931.594727
	Iteration 23Q: 3 clusters Score -361125.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -361145.968750 Penalty: 3931.594727
	Iteration 24Q: 3 clusters Score -361146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -361160.218750 Penalty: 3931.594727
	Iteration 25Q: 3 clusters Score -361160.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -361170.906250 Penalty: 3931.594727
	Iteration 26Q: 3 clusters Score -361170.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -361177.656250 Penalty: 3931.594727
	Iteration 27Q: 3 clusters Score -361177.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -361180.812500 Penalty: 3931.594727
	Iteration 28Q: 3 clusters Score -361180.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -361181.125000 Penalty: 3931.594727
	Iteration 29Q: 3 clusters Score -361181.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -361181.781250 Penalty: 3931.594727
	Iteration 30Q: 3 clusters Score -361181.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -361181.781250 Penalty: 3931.594727
	Iteration 31F: 3 clusters Score -361181.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 151910 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54288 members 
Mstep: Class 5 contains 8375 members 
Mstep: Class 6 contains 49630 members 
Mstep: Class 7 contains 11051 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 41922 members 
Mstep: Class 10 contains 14012 members 
Mstep: Class 11 contains 36064 members 
Mstep: Class 12 contains 51436 members 
Mstep: Class 14 contains 84429 members 
Mstep: Class 15 contains 38326 members 
Mstep: Class 16 contains 69274 members 
Mstep: Class 17 contains 142902 members 
Mstep: Class 18 contains 30524 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165089 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944640.000000 Penalty: 99736.046875
Iteration 399Q: 30 clusters Score -1.429446e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 151914 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54283 members 
Mstep: Class 5 contains 8375 members 
Mstep: Class 6 contains 49634 members 
Mstep: Class 7 contains 11053 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 41923 members 
Mstep: Class 10 contains 14011 members 
Mstep: Class 11 contains 36064 members 
Mstep: Class 12 contains 51442 members 
Mstep: Class 14 contains 84432 members 
Mstep: Class 15 contains 38324 members 
Mstep: Class 16 contains 69278 members 
Mstep: Class 17 contains 142905 members 
Mstep: Class 18 contains 30524 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165070 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944640.000000 Penalty: 99736.046875
Iteration 400F: 30 clusters Score -1.429446e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 151930 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54276 members 
Mstep: Class 5 contains 8375 members 
Mstep: Class 6 contains 49634 members 
Mstep: Class 7 contains 11053 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 41925 members 
Mstep: Class 10 contains 14011 members 
Mstep: Class 11 contains 36064 members 
Mstep: Class 12 contains 51448 members 
Mstep: Class 14 contains 84435 members 
Mstep: Class 15 contains 38323 members 
Mstep: Class 16 contains 69280 members 
Mstep: Class 17 contains 142898 members 
Mstep: Class 18 contains 30524 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165054 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944704.000000 Penalty: 99736.046875
Iteration 401Q: 30 clusters Score -1.429447e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 151948 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54268 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49634 members 
Mstep: Class 7 contains 11053 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 41928 members 
Mstep: Class 10 contains 14008 members 
Mstep: Class 11 contains 36064 members 
Mstep: Class 12 contains 51456 members 
Mstep: Class 14 contains 84437 members 
Mstep: Class 15 contains 38324 members 
Mstep: Class 16 contains 69283 members 
Mstep: Class 17 contains 142886 members 
Mstep: Class 18 contains 30523 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165042 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944624.000000 Penalty: 99736.046875
Iteration 402Q: 30 clusters Score -1.429446e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 151971 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54259 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49638 members 
Mstep: Class 7 contains 11054 members 
Mstep: Class 8 contains 34803 members 
Mstep: Class 9 contains 41934 members 
Mstep: Class 10 contains 14006 members 
Mstep: Class 11 contains 36062 members 
Mstep: Class 12 contains 51459 members 
Mstep: Class 14 contains 84442 members 
Mstep: Class 15 contains 38323 members 
Mstep: Class 16 contains 69286 members 
Mstep: Class 17 contains 142878 members 
Mstep: Class 18 contains 30522 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 165018 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6409 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944752.000000 Penalty: 99736.046875
Iteration 403Q: 30 clusters Score -1.429448e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 151987 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54255 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49638 members 
Mstep: Class 7 contains 11055 members 
Mstep: Class 8 contains 34804 members 
Mstep: Class 9 contains 41937 members 
Mstep: Class 10 contains 14006 members 
Mstep: Class 11 contains 36062 members 
Mstep: Class 12 contains 51465 members 
Mstep: Class 14 contains 84446 members 
Mstep: Class 15 contains 38322 members 
Mstep: Class 16 contains 69292 members 
Mstep: Class 17 contains 142874 members 
Mstep: Class 18 contains 30525 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164987 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6409 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944800.000000 Penalty: 99736.046875
Iteration 404Q: 30 clusters Score -1.429448e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 151993 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54249 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49640 members 
Mstep: Class 7 contains 11056 members 
Mstep: Class 8 contains 34803 members 
Mstep: Class 9 contains 41936 members 
Mstep: Class 10 contains 14004 members 
Mstep: Class 11 contains 36058 members 
Mstep: Class 12 contains 51470 members 
Mstep: Class 14 contains 84447 members 
Mstep: Class 15 contains 38327 members 
Mstep: Class 16 contains 69299 members 
Mstep: Class 17 contains 142882 members 
Mstep: Class 18 contains 30526 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164964 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18131 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6409 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944720.000000 Penalty: 99736.046875
Iteration 405Q: 30 clusters Score -1.429447e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 151988 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54248 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49641 members 
Mstep: Class 7 contains 11057 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 41939 members 
Mstep: Class 10 contains 14005 members 
Mstep: Class 11 contains 36057 members 
Mstep: Class 12 contains 51481 members 
Mstep: Class 14 contains 84450 members 
Mstep: Class 15 contains 38328 members 
Mstep: Class 16 contains 69307 members 
Mstep: Class 17 contains 142888 members 
Mstep: Class 18 contains 30525 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164938 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18132 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6409 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944784.000000 Penalty: 99736.046875
Iteration 406Q: 30 clusters Score -1.429448e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 151987 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54245 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49640 members 
Mstep: Class 7 contains 11056 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 41944 members 
Mstep: Class 10 contains 14003 members 
Mstep: Class 11 contains 36056 members 
Mstep: Class 12 contains 51484 members 
Mstep: Class 14 contains 84446 members 
Mstep: Class 15 contains 38326 members 
Mstep: Class 16 contains 69322 members 
Mstep: Class 17 contains 142895 members 
Mstep: Class 18 contains 30522 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164928 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18133 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6409 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944784.000000 Penalty: 99736.046875
Iteration 407Q: 30 clusters Score -1.429448e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 151989 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54242 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49646 members 
Mstep: Class 7 contains 11056 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 41946 members 
Mstep: Class 10 contains 14000 members 
Mstep: Class 11 contains 36056 members 
Mstep: Class 12 contains 51484 members 
Mstep: Class 14 contains 84446 members 
Mstep: Class 15 contains 38324 members 
Mstep: Class 16 contains 69332 members 
Mstep: Class 17 contains 142903 members 
Mstep: Class 18 contains 30524 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164907 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18133 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6409 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944768.000000 Penalty: 99736.046875
Iteration 408Q: 30 clusters Score -1.429448e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 151985 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54243 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49649 members 
Mstep: Class 7 contains 11055 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 41951 members 
Mstep: Class 10 contains 14000 members 
Mstep: Class 11 contains 36055 members 
Mstep: Class 12 contains 51486 members 
Mstep: Class 14 contains 84443 members 
Mstep: Class 15 contains 38323 members 
Mstep: Class 16 contains 69342 members 
Mstep: Class 17 contains 142912 members 
Mstep: Class 18 contains 30527 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164885 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18133 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944784.000000 Penalty: 99736.046875
Iteration 409Q: 30 clusters Score -1.429448e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 151977 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54242 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49647 members 
Mstep: Class 7 contains 11055 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 41956 members 
Mstep: Class 10 contains 14002 members 
Mstep: Class 11 contains 36053 members 
Mstep: Class 12 contains 51493 members 
Mstep: Class 14 contains 84445 members 
Mstep: Class 15 contains 38321 members 
Mstep: Class 16 contains 69345 members 
Mstep: Class 17 contains 142929 members 
Mstep: Class 18 contains 30528 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164862 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18133 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944784.000000 Penalty: 99736.046875
Iteration 410Q: 30 clusters Score -1.429448e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 151971 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54239 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49649 members 
Mstep: Class 7 contains 11054 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 41963 members 
Mstep: Class 10 contains 14002 members 
Mstep: Class 11 contains 36052 members 
Mstep: Class 12 contains 51499 members 
Mstep: Class 14 contains 84449 members 
Mstep: Class 15 contains 38316 members 
Mstep: Class 16 contains 69359 members 
Mstep: Class 17 contains 142938 members 
Mstep: Class 18 contains 30529 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164835 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18133 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 2769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944768.000000 Penalty: 99736.046875
Iteration 411Q: 30 clusters Score -1.429448e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 151972 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54236 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49651 members 
Mstep: Class 7 contains 11056 members 
Mstep: Class 8 contains 34800 members 
Mstep: Class 9 contains 41970 members 
Mstep: Class 10 contains 14002 members 
Mstep: Class 11 contains 36048 members 
Mstep: Class 12 contains 51501 members 
Mstep: Class 14 contains 84448 members 
Mstep: Class 15 contains 38312 members 
Mstep: Class 16 contains 69368 members 
Mstep: Class 17 contains 142957 members 
Mstep: Class 18 contains 30530 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164806 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18133 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 2769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944928.000000 Penalty: 99736.046875
Iteration 412Q: 30 clusters Score -1.429449e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 151972 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54236 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49652 members 
Mstep: Class 7 contains 11056 members 
Mstep: Class 8 contains 34798 members 
Mstep: Class 9 contains 41971 members 
Mstep: Class 10 contains 14003 members 
Mstep: Class 11 contains 36046 members 
Mstep: Class 12 contains 51502 members 
Mstep: Class 14 contains 84451 members 
Mstep: Class 15 contains 38312 members 
Mstep: Class 16 contains 69380 members 
Mstep: Class 17 contains 142969 members 
Mstep: Class 18 contains 30532 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164777 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18133 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 2769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944880.000000 Penalty: 99736.046875
Iteration 413Q: 30 clusters Score -1.429449e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 151980 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54228 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49648 members 
Mstep: Class 7 contains 11057 members 
Mstep: Class 8 contains 34797 members 
Mstep: Class 9 contains 41975 members 
Mstep: Class 10 contains 14004 members 
Mstep: Class 11 contains 36047 members 
Mstep: Class 12 contains 51502 members 
Mstep: Class 14 contains 84453 members 
Mstep: Class 15 contains 38314 members 
Mstep: Class 16 contains 69382 members 
Mstep: Class 17 contains 142979 members 
Mstep: Class 18 contains 30532 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164759 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18133 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 2769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944864.000000 Penalty: 99736.046875
Iteration 414Q: 30 clusters Score -1.429449e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 151989 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54223 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49652 members 
Mstep: Class 7 contains 11060 members 
Mstep: Class 8 contains 34797 members 
Mstep: Class 9 contains 41979 members 
Mstep: Class 10 contains 14005 members 
Mstep: Class 11 contains 36045 members 
Mstep: Class 12 contains 51505 members 
Mstep: Class 14 contains 84457 members 
Mstep: Class 15 contains 38315 members 
Mstep: Class 16 contains 69385 members 
Mstep: Class 17 contains 142986 members 
Mstep: Class 18 contains 30531 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164729 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18133 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944864.000000 Penalty: 99736.046875
Iteration 415Q: 30 clusters Score -1.429449e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 152006 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54221 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49644 members 
Mstep: Class 7 contains 11060 members 
Mstep: Class 8 contains 34797 members 
Mstep: Class 9 contains 41983 members 
Mstep: Class 10 contains 14005 members 
Mstep: Class 11 contains 36044 members 
Mstep: Class 12 contains 51509 members 
Mstep: Class 14 contains 84460 members 
Mstep: Class 15 contains 38315 members 
Mstep: Class 16 contains 69387 members 
Mstep: Class 17 contains 142998 members 
Mstep: Class 18 contains 30531 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164698 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18133 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944816.000000 Penalty: 99736.046875
Iteration 416Q: 30 clusters Score -1.429448e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 152016 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54219 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49638 members 
Mstep: Class 7 contains 11062 members 
Mstep: Class 8 contains 34796 members 
Mstep: Class 9 contains 41983 members 
Mstep: Class 10 contains 14004 members 
Mstep: Class 11 contains 36045 members 
Mstep: Class 12 contains 51511 members 
Mstep: Class 14 contains 84460 members 
Mstep: Class 15 contains 38319 members 
Mstep: Class 16 contains 69392 members 
Mstep: Class 17 contains 143007 members 
Mstep: Class 18 contains 30530 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164675 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18133 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944928.000000 Penalty: 99736.046875
Iteration 417Q: 30 clusters Score -1.429449e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 152023 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54211 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49633 members 
Mstep: Class 7 contains 11061 members 
Mstep: Class 8 contains 34798 members 
Mstep: Class 9 contains 41988 members 
Mstep: Class 10 contains 14004 members 
Mstep: Class 11 contains 36047 members 
Mstep: Class 12 contains 51516 members 
Mstep: Class 14 contains 84465 members 
Mstep: Class 15 contains 38319 members 
Mstep: Class 16 contains 69401 members 
Mstep: Class 17 contains 143012 members 
Mstep: Class 18 contains 30530 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164650 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18131 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944896.000000 Penalty: 99736.046875
Iteration 418Q: 30 clusters Score -1.429449e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 152048 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54208 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49631 members 
Mstep: Class 7 contains 11060 members 
Mstep: Class 8 contains 34798 members 
Mstep: Class 9 contains 41991 members 
Mstep: Class 10 contains 14001 members 
Mstep: Class 11 contains 36048 members 
Mstep: Class 12 contains 51523 members 
Mstep: Class 14 contains 84462 members 
Mstep: Class 15 contains 38316 members 
Mstep: Class 16 contains 69411 members 
Mstep: Class 17 contains 143011 members 
Mstep: Class 18 contains 30532 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164617 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18131 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944960.000000 Penalty: 99736.046875
Iteration 419Q: 30 clusters Score -1.42945e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 152081 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54208 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49630 members 
Mstep: Class 7 contains 11060 members 
Mstep: Class 8 contains 34799 members 
Mstep: Class 9 contains 41991 members 
Mstep: Class 10 contains 13997 members 
Mstep: Class 11 contains 36049 members 
Mstep: Class 12 contains 51526 members 
Mstep: Class 14 contains 84461 members 
Mstep: Class 15 contains 38313 members 
Mstep: Class 16 contains 69422 members 
Mstep: Class 17 contains 143001 members 
Mstep: Class 18 contains 30532 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164586 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18131 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944880.000000 Penalty: 99736.046875
Iteration 420F: 30 clusters Score -1.429449e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 152108 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54202 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49630 members 
Mstep: Class 7 contains 11059 members 
Mstep: Class 8 contains 34799 members 
Mstep: Class 9 contains 41998 members 
Mstep: Class 10 contains 13996 members 
Mstep: Class 11 contains 36051 members 
Mstep: Class 12 contains 51533 members 
Mstep: Class 14 contains 84462 members 
Mstep: Class 15 contains 38310 members 
Mstep: Class 16 contains 69424 members 
Mstep: Class 17 contains 143001 members 
Mstep: Class 18 contains 30534 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164549 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18131 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944848.000000 Penalty: 99736.046875
Iteration 421Q: 30 clusters Score -1.429448e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 152130 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54202 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49630 members 
Mstep: Class 7 contains 11059 members 
Mstep: Class 8 contains 34798 members 
Mstep: Class 9 contains 42000 members 
Mstep: Class 10 contains 13996 members 
Mstep: Class 11 contains 36051 members 
Mstep: Class 12 contains 51535 members 
Mstep: Class 14 contains 84464 members 
Mstep: Class 15 contains 38309 members 
Mstep: Class 16 contains 69425 members 
Mstep: Class 17 contains 143002 members 
Mstep: Class 18 contains 30535 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164519 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18131 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944816.000000 Penalty: 99736.046875
Iteration 422Q: 30 clusters Score -1.429448e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 152144 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54204 members 
Mstep: Class 5 contains 8372 members 
Mstep: Class 6 contains 49627 members 
Mstep: Class 7 contains 11059 members 
Mstep: Class 8 contains 34800 members 
Mstep: Class 9 contains 41999 members 
Mstep: Class 10 contains 13996 members 
Mstep: Class 11 contains 36051 members 
Mstep: Class 12 contains 51535 members 
Mstep: Class 14 contains 84461 members 
Mstep: Class 15 contains 38309 members 
Mstep: Class 16 contains 69432 members 
Mstep: Class 17 contains 142996 members 
Mstep: Class 18 contains 30536 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164506 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18132 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944752.000000 Penalty: 99736.046875
Iteration 423Q: 30 clusters Score -1.429448e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 152157 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54205 members 
Mstep: Class 5 contains 8372 members 
Mstep: Class 6 contains 49627 members 
Mstep: Class 7 contains 11060 members 
Mstep: Class 8 contains 34800 members 
Mstep: Class 9 contains 42001 members 
Mstep: Class 10 contains 13996 members 
Mstep: Class 11 contains 36048 members 
Mstep: Class 12 contains 51538 members 
Mstep: Class 14 contains 84459 members 
Mstep: Class 15 contains 38310 members 
Mstep: Class 16 contains 69435 members 
Mstep: Class 17 contains 142993 members 
Mstep: Class 18 contains 30536 members 
Mstep: Class 19 contains 7867 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164490 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18132 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944720.000000 Penalty: 99736.046875
Iteration 424Q: 30 clusters Score -1.429447e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 152169 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54204 members 
Mstep: Class 5 contains 8372 members 
Mstep: Class 6 contains 49626 members 
Mstep: Class 7 contains 11059 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 42002 members 
Mstep: Class 10 contains 13996 members 
Mstep: Class 11 contains 36052 members 
Mstep: Class 12 contains 51540 members 
Mstep: Class 14 contains 84458 members 
Mstep: Class 15 contains 38310 members 
Mstep: Class 16 contains 69436 members 
Mstep: Class 17 contains 142998 members 
Mstep: Class 18 contains 30536 members 
Mstep: Class 19 contains 7868 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164466 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18133 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944720.000000 Penalty: 99736.046875
Iteration 425Q: 30 clusters Score -1.429447e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 152182 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54201 members 
Mstep: Class 5 contains 8372 members 
Mstep: Class 6 contains 49626 members 
Mstep: Class 7 contains 11060 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 42004 members 
Mstep: Class 10 contains 13997 members 
Mstep: Class 11 contains 36053 members 
Mstep: Class 12 contains 51544 members 
Mstep: Class 14 contains 84454 members 
Mstep: Class 15 contains 38307 members 
Mstep: Class 16 contains 69440 members 
Mstep: Class 17 contains 142998 members 
Mstep: Class 18 contains 30537 members 
Mstep: Class 19 contains 7870 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164444 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18136 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944608.000000 Penalty: 99736.046875
Iteration 426Q: 30 clusters Score -1.429446e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 152196 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54202 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49626 members 
Mstep: Class 7 contains 11061 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 42004 members 
Mstep: Class 10 contains 13998 members 
Mstep: Class 11 contains 36052 members 
Mstep: Class 12 contains 51548 members 
Mstep: Class 14 contains 84453 members 
Mstep: Class 15 contains 38307 members 
Mstep: Class 16 contains 69453 members 
Mstep: Class 17 contains 142995 members 
Mstep: Class 18 contains 30537 members 
Mstep: Class 19 contains 7870 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164413 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944736.000000 Penalty: 99736.046875
Iteration 427Q: 30 clusters Score -1.429447e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 152211 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54198 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49626 members 
Mstep: Class 7 contains 11062 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 42007 members 
Mstep: Class 10 contains 13999 members 
Mstep: Class 11 contains 36051 members 
Mstep: Class 12 contains 51551 members 
Mstep: Class 14 contains 84453 members 
Mstep: Class 15 contains 38308 members 
Mstep: Class 16 contains 69454 members 
Mstep: Class 17 contains 142998 members 
Mstep: Class 18 contains 30537 members 
Mstep: Class 19 contains 7871 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164389 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944688.000000 Penalty: 99736.046875
Iteration 428Q: 30 clusters Score -1.429447e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 152224 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54200 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49625 members 
Mstep: Class 7 contains 11062 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 42011 members 
Mstep: Class 10 contains 14000 members 
Mstep: Class 11 contains 36051 members 
Mstep: Class 12 contains 51555 members 
Mstep: Class 14 contains 84456 members 
Mstep: Class 15 contains 38309 members 
Mstep: Class 16 contains 69454 members 
Mstep: Class 17 contains 142995 members 
Mstep: Class 18 contains 30537 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164364 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944624.000000 Penalty: 99736.046875
Iteration 429Q: 30 clusters Score -1.429446e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 152237 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54200 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49624 members 
Mstep: Class 7 contains 11062 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 42014 members 
Mstep: Class 10 contains 13997 members 
Mstep: Class 11 contains 36050 members 
Mstep: Class 12 contains 51560 members 
Mstep: Class 14 contains 84458 members 
Mstep: Class 15 contains 38313 members 
Mstep: Class 16 contains 69460 members 
Mstep: Class 17 contains 142997 members 
Mstep: Class 18 contains 30537 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164334 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944656.000000 Penalty: 99736.046875
Iteration 430Q: 30 clusters Score -1.429447e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 152257 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54200 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49624 members 
Mstep: Class 7 contains 11061 members 
Mstep: Class 8 contains 34799 members 
Mstep: Class 9 contains 42015 members 
Mstep: Class 10 contains 13997 members 
Mstep: Class 11 contains 36049 members 
Mstep: Class 12 contains 51567 members 
Mstep: Class 14 contains 84460 members 
Mstep: Class 15 contains 38313 members 
Mstep: Class 16 contains 69465 members 
Mstep: Class 17 contains 142986 members 
Mstep: Class 18 contains 30538 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164312 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6576 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944768.000000 Penalty: 99736.046875
Iteration 431Q: 30 clusters Score -1.429448e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 152264 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54198 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49622 members 
Mstep: Class 7 contains 11062 members 
Mstep: Class 8 contains 34800 members 
Mstep: Class 9 contains 42024 members 
Mstep: Class 10 contains 13996 members 
Mstep: Class 11 contains 36048 members 
Mstep: Class 12 contains 51572 members 
Mstep: Class 14 contains 84462 members 
Mstep: Class 15 contains 38312 members 
Mstep: Class 16 contains 69470 members 
Mstep: Class 17 contains 142988 members 
Mstep: Class 18 contains 30539 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164287 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944784.000000 Penalty: 99736.046875
Iteration 432Q: 30 clusters Score -1.429448e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 152274 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54196 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49622 members 
Mstep: Class 7 contains 11063 members 
Mstep: Class 8 contains 34800 members 
Mstep: Class 9 contains 42026 members 
Mstep: Class 10 contains 13996 members 
Mstep: Class 11 contains 36050 members 
Mstep: Class 12 contains 51575 members 
Mstep: Class 14 contains 84462 members 
Mstep: Class 15 contains 38310 members 
Mstep: Class 16 contains 69478 members 
Mstep: Class 17 contains 142991 members 
Mstep: Class 18 contains 30539 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164262 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944832.000000 Penalty: 99736.046875
Iteration 433Q: 30 clusters Score -1.429448e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 152287 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54196 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49620 members 
Mstep: Class 7 contains 11063 members 
Mstep: Class 8 contains 34800 members 
Mstep: Class 9 contains 42029 members 
Mstep: Class 10 contains 13995 members 
Mstep: Class 11 contains 36048 members 
Mstep: Class 12 contains 51574 members 
Mstep: Class 14 contains 84461 members 
Mstep: Class 15 contains 38308 members 
Mstep: Class 16 contains 69480 members 
Mstep: Class 17 contains 143002 members 
Mstep: Class 18 contains 30539 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164241 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18139 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944768.000000 Penalty: 99736.046875
Iteration 434Q: 30 clusters Score -1.429448e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 152301 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54194 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49622 members 
Mstep: Class 7 contains 11063 members 
Mstep: Class 8 contains 34798 members 
Mstep: Class 9 contains 42030 members 
Mstep: Class 10 contains 13998 members 
Mstep: Class 11 contains 36048 members 
Mstep: Class 12 contains 51577 members 
Mstep: Class 14 contains 84462 members 
Mstep: Class 15 contains 38305 members 
Mstep: Class 16 contains 69486 members 
Mstep: Class 17 contains 143007 members 
Mstep: Class 18 contains 30538 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164212 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18141 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944752.000000 Penalty: 99736.046875
Iteration 435Q: 30 clusters Score -1.429448e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 152309 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54194 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49623 members 
Mstep: Class 7 contains 11063 members 
Mstep: Class 8 contains 34798 members 
Mstep: Class 9 contains 42030 members 
Mstep: Class 10 contains 13998 members 
Mstep: Class 11 contains 36049 members 
Mstep: Class 12 contains 51582 members 
Mstep: Class 14 contains 84465 members 
Mstep: Class 15 contains 38305 members 
Mstep: Class 16 contains 69485 members 
Mstep: Class 17 contains 143007 members 
Mstep: Class 18 contains 30539 members 
Mstep: Class 19 contains 7871 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164195 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18141 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944704.000000 Penalty: 99736.046875
Iteration 436Q: 30 clusters Score -1.429447e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 152321 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54195 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49623 members 
Mstep: Class 7 contains 11063 members 
Mstep: Class 8 contains 34798 members 
Mstep: Class 9 contains 42033 members 
Mstep: Class 10 contains 13999 members 
Mstep: Class 11 contains 36050 members 
Mstep: Class 12 contains 51586 members 
Mstep: Class 14 contains 84470 members 
Mstep: Class 15 contains 38301 members 
Mstep: Class 16 contains 69488 members 
Mstep: Class 17 contains 143009 members 
Mstep: Class 18 contains 30538 members 
Mstep: Class 19 contains 7870 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164170 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18141 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944704.000000 Penalty: 99736.046875
Iteration 437Q: 30 clusters Score -1.429447e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 152326 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54193 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49623 members 
Mstep: Class 7 contains 11063 members 
Mstep: Class 8 contains 34798 members 
Mstep: Class 9 contains 42035 members 
Mstep: Class 10 contains 13998 members 
Mstep: Class 11 contains 36052 members 
Mstep: Class 12 contains 51592 members 
Mstep: Class 14 contains 84478 members 
Mstep: Class 15 contains 38298 members 
Mstep: Class 16 contains 69490 members 
Mstep: Class 17 contains 143010 members 
Mstep: Class 18 contains 30537 members 
Mstep: Class 19 contains 7870 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164151 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18141 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944720.000000 Penalty: 99736.046875
Iteration 438Q: 30 clusters Score -1.429447e+08 nChanged 59
Entering ConstructFrom: 
Score: -142944720.000000 Penalty: 99736.046875
Entering ConstructFrom: 
Trying to split cluster 1 (8618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Entering Unmasked Estep 
Score: -1173452.500000 Penalty: 2247.278809
	Iteration 0F: 2 clusters Score -1173452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1166683.500000 Penalty: 4494.557617
	Iteration 0F: 3 clusters Score -1166684 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1168566.250000 Penalty: 4494.557617
	Iteration 1F: 3 clusters Score -1168566 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1168856.250000 Penalty: 4494.557617
	Iteration 2F: 3 clusters Score -1168856 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1169038.375000 Penalty: 4494.557617
	Iteration 3Q: 3 clusters Score -1169038 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1169211.625000 Penalty: 4494.557617
	Iteration 4Q: 3 clusters Score -1169212 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1169363.375000 Penalty: 4494.557617
	Iteration 5Q: 3 clusters Score -1169363 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1169487.375000 Penalty: 4494.557617
	Iteration 6Q: 3 clusters Score -1169487 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1169624.750000 Penalty: 4494.557617
	Iteration 7Q: 3 clusters Score -1169625 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1169756.625000 Penalty: 4494.557617
	Iteration 8Q: 3 clusters Score -1169757 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1169928.500000 Penalty: 4494.557617
	Iteration 9Q: 3 clusters Score -1169928 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1170159.000000 Penalty: 4494.557617
	Iteration 10Q: 3 clusters Score -1170159 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1170409.500000 Penalty: 4494.557617
	Iteration 11Q: 3 clusters Score -1170410 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1170693.000000 Penalty: 4494.557617
	Iteration 12Q: 3 clusters Score -1170693 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1170967.000000 Penalty: 4494.557617
	Iteration 13Q: 3 clusters Score -1170967 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1171226.000000 Penalty: 4494.557617
	Iteration 14Q: 3 clusters Score -1171226 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1171469.500000 Penalty: 4494.557617
	Iteration 15Q: 3 clusters Score -1171470 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1171714.000000 Penalty: 4494.557617
	Iteration 16Q: 3 clusters Score -1171714 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1171990.125000 Penalty: 4494.557617
	Iteration 17Q: 3 clusters Score -1171990 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1172238.375000 Penalty: 4494.557617
	Iteration 18Q: 3 clusters Score -1172238 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1172441.625000 Penalty: 4494.557617
	Iteration 19Q: 3 clusters Score -1172442 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1172577.625000 Penalty: 4494.557617
	Iteration 20F: 3 clusters Score -1172578 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1172675.875000 Penalty: 4494.557617
	Iteration 21Q: 3 clusters Score -1172676 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1172753.125000 Penalty: 4494.557617
	Iteration 22Q: 3 clusters Score -1172753 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1172814.250000 Penalty: 4494.557617
	Iteration 23Q: 3 clusters Score -1172814 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1172872.250000 Penalty: 4494.557617
	Iteration 24Q: 3 clusters Score -1172872 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1172943.750000 Penalty: 4494.557617
	Iteration 25Q: 3 clusters Score -1172944 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1173041.250000 Penalty: 4494.557617
	Iteration 26Q: 3 clusters Score -1173041 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1173118.500000 Penalty: 4494.557617
	Iteration 27Q: 3 clusters Score -1173118 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1173190.375000 Penalty: 4494.557617
	Iteration 28Q: 3 clusters Score -1173190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1173225.250000 Penalty: 4494.557617
	Iteration 29Q: 3 clusters Score -1173225 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1173250.875000 Penalty: 4494.557617
	Iteration 30Q: 3 clusters Score -1173251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1173259.625000 Penalty: 4494.557617
	Iteration 31Q: 3 clusters Score -1173260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1173267.125000 Penalty: 4494.557617
	Iteration 32Q: 3 clusters Score -1173267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1173277.500000 Penalty: 4494.557617
	Iteration 33Q: 3 clusters Score -1173278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1173279.375000 Penalty: 4494.557617
	Iteration 34Q: 3 clusters Score -1173279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1173286.000000 Penalty: 4494.557617
	Iteration 35Q: 3 clusters Score -1173286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1173290.375000 Penalty: 4494.557617
	Iteration 36Q: 3 clusters Score -1173290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1173297.000000 Penalty: 4494.557617
	Iteration 37Q: 3 clusters Score -1173297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1173298.875000 Penalty: 4494.557617
	Iteration 38Q: 3 clusters Score -1173299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1173299.250000 Penalty: 4494.557617
	Iteration 39Q: 3 clusters Score -1173299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1173299.250000 Penalty: 4494.557617
	Iteration 40F: 3 clusters Score -1173299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (152338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152338 members 
Entering Unmasked Estep 
Score: -21143696.000000 Penalty: 2959.596436
	Iteration 0F: 2 clusters Score -2.11437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75744 members 
Mstep: Class 2 contains 76594 members 
Entering Unmasked Estep 
Score: -21044288.000000 Penalty: 5919.192871
	Iteration 0F: 3 clusters Score -2.104429e+07 nChanged 72756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70368 members 
Mstep: Class 2 contains 81970 members 
Entering Unmasked Estep 
Score: -21087180.000000 Penalty: 5919.192871
	Iteration 1F: 3 clusters Score -2.108718e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66972 members 
Mstep: Class 2 contains 85366 members 
Entering Unmasked Estep 
Score: -21088506.000000 Penalty: 5919.192871
	Iteration 2Q: 3 clusters Score -2.108851e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61765 members 
Mstep: Class 2 contains 90573 members 
Entering Unmasked Estep 
Score: -21090768.000000 Penalty: 5919.192871
	Iteration 3Q: 3 clusters Score -2.109077e+07 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53831 members 
Mstep: Class 2 contains 98507 members 
Entering Unmasked Estep 
Score: -21095130.000000 Penalty: 5919.192871
	Iteration 4F: 3 clusters Score -2.109513e+07 nChanged 11509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 109910 members 
Entering Unmasked Estep 
Score: -21103266.000000 Penalty: 5919.192871
	Iteration 5F: 3 clusters Score -2.110327e+07 nChanged 13971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 123841 members 
Entering Unmasked Estep 
Score: -21115234.000000 Penalty: 5919.192871
	Iteration 6F: 3 clusters Score -2.111523e+07 nChanged 13262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 137081 members 
Entering Unmasked Estep 
Score: -21127534.000000 Penalty: 5919.192871
	Iteration 7F: 3 clusters Score -2.112753e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 145993 members 
Entering Unmasked Estep 
Score: -21135736.000000 Penalty: 5919.192871
	Iteration 8F: 3 clusters Score -2.113574e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 149911 members 
Entering Unmasked Estep 
Score: -21139332.000000 Penalty: 5919.192871
	Iteration 9Q: 3 clusters Score -2.113933e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 151217 members 
Entering Unmasked Estep 
Score: -21140422.000000 Penalty: 5919.192871
	Iteration 10Q: 3 clusters Score -2.114042e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 151644 members 
Entering Unmasked Estep 
Score: -21140782.000000 Penalty: 5919.192871
	Iteration 11Q: 3 clusters Score -2.114078e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 151795 members 
Entering Unmasked Estep 
Score: -21140974.000000 Penalty: 5919.192871
	Iteration 12Q: 3 clusters Score -2.114097e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 151866 members 
Entering Unmasked Estep 
Score: -21141066.000000 Penalty: 5919.192871
	Iteration 13Q: 3 clusters Score -2.114107e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 151909 members 
Entering Unmasked Estep 
Score: -21141126.000000 Penalty: 5919.192871
	Iteration 14Q: 3 clusters Score -2.114113e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 151929 members 
Entering Unmasked Estep 
Score: -21141160.000000 Penalty: 5919.192871
	Iteration 15Q: 3 clusters Score -2.114116e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 151945 members 
Entering Unmasked Estep 
Score: -21141174.000000 Penalty: 5919.192871
	Iteration 16Q: 3 clusters Score -2.114117e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 151949 members 
Entering Unmasked Estep 
Score: -21141168.000000 Penalty: 5919.192871
	Iteration 17Q: 3 clusters Score -2.114117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 151956 members 
Entering Unmasked Estep 
Score: -21141188.000000 Penalty: 5919.192871
	Iteration 18Q: 3 clusters Score -2.114119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 151959 members 
Entering Unmasked Estep 
Score: -21141186.000000 Penalty: 5919.192871
	Iteration 19Q: 3 clusters Score -2.114119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 151965 members 
Entering Unmasked Estep 
Score: -21141190.000000 Penalty: 5919.192871
	Iteration 20F: 3 clusters Score -2.114119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 151970 members 
Entering Unmasked Estep 
Score: -21141192.000000 Penalty: 5919.192871
	Iteration 21Q: 3 clusters Score -2.114119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 151972 members 
Entering Unmasked Estep 
Score: -21141190.000000 Penalty: 5919.192871
	Iteration 22Q: 3 clusters Score -2.114119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 151974 members 
Entering Unmasked Estep 
Score: -21141190.000000 Penalty: 5919.192871
	Iteration 23Q: 3 clusters Score -2.114119e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 151974 members 
Entering Unmasked Estep 
Score: -21141190.000000 Penalty: 5919.192871
	Iteration 24F: 3 clusters Score -2.114119e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -123549.171875 Penalty: 1703.257568
	Iteration 0F: 2 clusters Score -123549.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -121729.023438 Penalty: 3406.515137
	Iteration 0F: 3 clusters Score -121729 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -122199.062500 Penalty: 3406.515137
	Iteration 1F: 3 clusters Score -122199.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -122700.937500 Penalty: 3406.515137
	Iteration 2F: 3 clusters Score -122700.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -122887.078125 Penalty: 3406.515137
	Iteration 3F: 3 clusters Score -122887.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -123028.492188 Penalty: 3406.515137
	Iteration 4F: 3 clusters Score -123028.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -123160.656250 Penalty: 3406.515137
	Iteration 5F: 3 clusters Score -123160.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -123259.664062 Penalty: 3406.515137
	Iteration 6Q: 3 clusters Score -123259.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -123338.382812 Penalty: 3406.515137
	Iteration 7Q: 3 clusters Score -123338.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -123411.046875 Penalty: 3406.515137
	Iteration 8Q: 3 clusters Score -123411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -123488.007812 Penalty: 3406.515137
	Iteration 9Q: 3 clusters Score -123488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -123539.609375 Penalty: 3406.515137
	Iteration 10Q: 3 clusters Score -123539.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -123621.429688 Penalty: 3406.515137
	Iteration 11Q: 3 clusters Score -123621.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -123688.023438 Penalty: 3406.515137
	Iteration 12Q: 3 clusters Score -123688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -123755.742188 Penalty: 3406.515137
	Iteration 13Q: 3 clusters Score -123755.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -123874.421875 Penalty: 3406.515137
	Iteration 14Q: 3 clusters Score -123874.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -123932.039062 Penalty: 3406.515137
	Iteration 15Q: 3 clusters Score -123932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -123932.882812 Penalty: 3406.515137
	Iteration 16F: 3 clusters Score -123932.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -123939.390625 Penalty: 3406.515137
	Iteration 17Q: 3 clusters Score -123939.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -123939.390625 Penalty: 3406.515137
	Iteration 18F: 3 clusters Score -123939.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152338 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 54191 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49622 members 
Mstep: Class 7 contains 11063 members 
Mstep: Class 8 contains 34798 members 
Mstep: Class 9 contains 42035 members 
Mstep: Class 10 contains 13998 members 
Mstep: Class 11 contains 36050 members 
Mstep: Class 12 contains 51591 members 
Mstep: Class 13 contains 646 members 
Mstep: Class 14 contains 84480 members 
Mstep: Class 15 contains 38297 members 
Mstep: Class 16 contains 69494 members 
Mstep: Class 17 contains 143018 members 
Mstep: Class 18 contains 30537 members 
Mstep: Class 19 contains 7870 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164131 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18141 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
Score: -142943488.000000 Penalty: 103175.226562
Splitting cluster 3 changes total score from -142944720.000000 to -142943488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (54191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Entering Unmasked Estep 
Score: -7623271.000000 Penalty: 2703.267090
	Iteration 0F: 2 clusters Score -7623271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -7586871.500000 Penalty: 5406.534180
	Iteration 0F: 3 clusters Score -7586872 nChanged 25080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -7600957.000000 Penalty: 5406.534180
	Iteration 1F: 3 clusters Score -7600957 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -7601577.000000 Penalty: 5406.534180
	Iteration 2Q: 3 clusters Score -7601577 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -7602460.000000 Penalty: 5406.534180
	Iteration 3Q: 3 clusters Score -7602460 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -7603611.000000 Penalty: 5406.534180
	Iteration 4Q: 3 clusters Score -7603611 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -7605164.500000 Penalty: 5406.534180
	Iteration 5F: 3 clusters Score -7605164 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -7607290.000000 Penalty: 5406.534180
	Iteration 6F: 3 clusters Score -7607290 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -7609872.500000 Penalty: 5406.534180
	Iteration 7F: 3 clusters Score -7609872 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -7612595.000000 Penalty: 5406.534180
	Iteration 8F: 3 clusters Score -7612595 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -7614977.500000 Penalty: 5406.534180
	Iteration 9F: 3 clusters Score -7614978 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -7616727.000000 Penalty: 5406.534180
	Iteration 10Q: 3 clusters Score -7616727 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -7618057.500000 Penalty: 5406.534180
	Iteration 11Q: 3 clusters Score -7618058 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49711 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -7618940.500000 Penalty: 5406.534180
	Iteration 12Q: 3 clusters Score -7618940 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50464 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -7619505.000000 Penalty: 5406.534180
	Iteration 13Q: 3 clusters Score -7619505 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51026 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -7619879.500000 Penalty: 5406.534180
	Iteration 14Q: 3 clusters Score -7619880 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -7620138.000000 Penalty: 5406.534180
	Iteration 15Q: 3 clusters Score -7620138 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -7620334.000000 Penalty: 5406.534180
	Iteration 16Q: 3 clusters Score -7620334 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -7620490.000000 Penalty: 5406.534180
	Iteration 17Q: 3 clusters Score -7620490 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -7620617.000000 Penalty: 5406.534180
	Iteration 18Q: 3 clusters Score -7620617 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52433 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -7620698.500000 Penalty: 5406.534180
	Iteration 19Q: 3 clusters Score -7620698 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -7620758.000000 Penalty: 5406.534180
	Iteration 20F: 3 clusters Score -7620758 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -7620816.000000 Penalty: 5406.534180
	Iteration 21Q: 3 clusters Score -7620816 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52739 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -7620833.500000 Penalty: 5406.534180
	Iteration 22Q: 3 clusters Score -7620834 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7620877.500000 Penalty: 5406.534180
	Iteration 23Q: 3 clusters Score -7620878 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -7620892.000000 Penalty: 5406.534180
	Iteration 24Q: 3 clusters Score -7620892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52913 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7620916.500000 Penalty: 5406.534180
	Iteration 25Q: 3 clusters Score -7620916 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52956 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -7620937.500000 Penalty: 5406.534180
	Iteration 26Q: 3 clusters Score -7620938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52995 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -7620958.000000 Penalty: 5406.534180
	Iteration 27Q: 3 clusters Score -7620958 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -7620965.000000 Penalty: 5406.534180
	Iteration 28Q: 3 clusters Score -7620965 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -7620982.500000 Penalty: 5406.534180
	Iteration 29Q: 3 clusters Score -7620982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -7621001.500000 Penalty: 5406.534180
	Iteration 30Q: 3 clusters Score -7621002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53096 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7621020.000000 Penalty: 5406.534180
	Iteration 31Q: 3 clusters Score -7621020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53106 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -7621019.500000 Penalty: 5406.534180
	Iteration 32Q: 3 clusters Score -7621020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53109 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7621016.500000 Penalty: 5406.534180
	Iteration 33Q: 3 clusters Score -7621016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53117 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -7621014.500000 Penalty: 5406.534180
	Iteration 34Q: 3 clusters Score -7621014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7621012.500000 Penalty: 5406.534180
	Iteration 35Q: 3 clusters Score -7621012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7621014.000000 Penalty: 5406.534180
	Iteration 36Q: 3 clusters Score -7621014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53137 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7621023.500000 Penalty: 5406.534180
	Iteration 37Q: 3 clusters Score -7621024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53150 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7621034.500000 Penalty: 5406.534180
	Iteration 38Q: 3 clusters Score -7621034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53155 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7621050.500000 Penalty: 5406.534180
	Iteration 39Q: 3 clusters Score -7621050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53164 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7621045.000000 Penalty: 5406.534180
	Iteration 40F: 3 clusters Score -7621045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7621051.500000 Penalty: 5406.534180
	Iteration 41Q: 3 clusters Score -7621052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7621054.500000 Penalty: 5406.534180
	Iteration 42Q: 3 clusters Score -7621054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53181 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7621058.500000 Penalty: 5406.534180
	Iteration 43Q: 3 clusters Score -7621058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7621056.500000 Penalty: 5406.534180
	Iteration 44Q: 3 clusters Score -7621056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7621057.500000 Penalty: 5406.534180
	Iteration 45Q: 3 clusters Score -7621058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7621051.000000 Penalty: 5406.534180
	Iteration 46Q: 3 clusters Score -7621051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53194 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7621050.500000 Penalty: 5406.534180
	Iteration 47Q: 3 clusters Score -7621050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53195 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7621050.000000 Penalty: 5406.534180
	Iteration 48Q: 3 clusters Score -7621050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7621058.000000 Penalty: 5406.534180
	Iteration 49Q: 3 clusters Score -7621058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7621056.000000 Penalty: 5406.534180
	Iteration 50Q: 3 clusters Score -7621056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7621056.500000 Penalty: 5406.534180
	Iteration 51Q: 3 clusters Score -7621056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7621056.500000 Penalty: 5406.534180
	Iteration 52F: 3 clusters Score -7621056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Entering Unmasked Estep 
Score: -1051381.625000 Penalty: 2240.126221
	Iteration 0F: 2 clusters Score -1051382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1044925.875000 Penalty: 4480.252441
	Iteration 0F: 3 clusters Score -1044926 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1046958.187500 Penalty: 4480.252441
	Iteration 1F: 3 clusters Score -1046958 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1047509.437500 Penalty: 4480.252441
	Iteration 2F: 3 clusters Score -1047509 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1048086.500000 Penalty: 4480.252441
	Iteration 3F: 3 clusters Score -1048086 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1048703.750000 Penalty: 4480.252441
	Iteration 4F: 3 clusters Score -1048704 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1049330.000000 Penalty: 4480.252441
	Iteration 5F: 3 clusters Score -1049330 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1049703.500000 Penalty: 4480.252441
	Iteration 6F: 3 clusters Score -1049704 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1049948.625000 Penalty: 4480.252441
	Iteration 7Q: 3 clusters Score -1049949 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1050099.750000 Penalty: 4480.252441
	Iteration 8Q: 3 clusters Score -1050100 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1050206.250000 Penalty: 4480.252441
	Iteration 9Q: 3 clusters Score -1050206 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1050274.000000 Penalty: 4480.252441
	Iteration 10Q: 3 clusters Score -1050274 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1050329.375000 Penalty: 4480.252441
	Iteration 11Q: 3 clusters Score -1050329 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1050381.875000 Penalty: 4480.252441
	Iteration 12Q: 3 clusters Score -1050382 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1050427.750000 Penalty: 4480.252441
	Iteration 13Q: 3 clusters Score -1050428 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1050467.625000 Penalty: 4480.252441
	Iteration 14Q: 3 clusters Score -1050468 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1050502.875000 Penalty: 4480.252441
	Iteration 15Q: 3 clusters Score -1050503 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1050525.125000 Penalty: 4480.252441
	Iteration 16Q: 3 clusters Score -1050525 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1050546.500000 Penalty: 4480.252441
	Iteration 17Q: 3 clusters Score -1050546 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1050566.875000 Penalty: 4480.252441
	Iteration 18Q: 3 clusters Score -1050567 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1050584.000000 Penalty: 4480.252441
	Iteration 19Q: 3 clusters Score -1050584 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1050596.375000 Penalty: 4480.252441
	Iteration 20F: 3 clusters Score -1050596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1050603.625000 Penalty: 4480.252441
	Iteration 21Q: 3 clusters Score -1050604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1050608.250000 Penalty: 4480.252441
	Iteration 22Q: 3 clusters Score -1050608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1050612.375000 Penalty: 4480.252441
	Iteration 23Q: 3 clusters Score -1050612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1050614.875000 Penalty: 4480.252441
	Iteration 24Q: 3 clusters Score -1050615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1050618.500000 Penalty: 4480.252441
	Iteration 25Q: 3 clusters Score -1050618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1050619.750000 Penalty: 4480.252441
	Iteration 26Q: 3 clusters Score -1050620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1050618.625000 Penalty: 4480.252441
	Iteration 27Q: 3 clusters Score -1050619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1050623.875000 Penalty: 4480.252441
	Iteration 28Q: 3 clusters Score -1050624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1050622.500000 Penalty: 4480.252441
	Iteration 29Q: 3 clusters Score -1050622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1050627.000000 Penalty: 4480.252441
	Iteration 30Q: 3 clusters Score -1050627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1050626.250000 Penalty: 4480.252441
	Iteration 31Q: 3 clusters Score -1050626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1050626.250000 Penalty: 4480.252441
	Iteration 32F: 3 clusters Score -1050626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Entering Unmasked Estep 
Score: -6914654.000000 Penalty: 2681.422852
	Iteration 0F: 2 clusters Score -6914654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -6881248.000000 Penalty: 5362.845703
	Iteration 0F: 3 clusters Score -6881248 nChanged 22767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -6893665.500000 Penalty: 5362.845703
	Iteration 1F: 3 clusters Score -6893666 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -6894213.000000 Penalty: 5362.845703
	Iteration 2Q: 3 clusters Score -6894213 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -6894731.500000 Penalty: 5362.845703
	Iteration 3Q: 3 clusters Score -6894732 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -6895236.500000 Penalty: 5362.845703
	Iteration 4Q: 3 clusters Score -6895236 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -6895825.000000 Penalty: 5362.845703
	Iteration 5Q: 3 clusters Score -6895825 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -6896419.500000 Penalty: 5362.845703
	Iteration 6Q: 3 clusters Score -6896420 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -6897231.000000 Penalty: 5362.845703
	Iteration 7Q: 3 clusters Score -6897231 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -6898209.000000 Penalty: 5362.845703
	Iteration 8Q: 3 clusters Score -6898209 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -6899428.000000 Penalty: 5362.845703
	Iteration 9Q: 3 clusters Score -6899428 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -6900900.000000 Penalty: 5362.845703
	Iteration 10F: 3 clusters Score -6900900 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -6902576.000000 Penalty: 5362.845703
	Iteration 11F: 3 clusters Score -6902576 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -6904243.500000 Penalty: 5362.845703
	Iteration 12F: 3 clusters Score -6904244 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -6905664.500000 Penalty: 5362.845703
	Iteration 13Q: 3 clusters Score -6905664 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -6906854.500000 Penalty: 5362.845703
	Iteration 14Q: 3 clusters Score -6906854 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -6907650.500000 Penalty: 5362.845703
	Iteration 15Q: 3 clusters Score -6907650 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -6908175.000000 Penalty: 5362.845703
	Iteration 16Q: 3 clusters Score -6908175 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -6908520.000000 Penalty: 5362.845703
	Iteration 17Q: 3 clusters Score -6908520 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -6908829.500000 Penalty: 5362.845703
	Iteration 18Q: 3 clusters Score -6908830 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -6909029.500000 Penalty: 5362.845703
	Iteration 19Q: 3 clusters Score -6909030 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -6909121.000000 Penalty: 5362.845703
	Iteration 20F: 3 clusters Score -6909121 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -6909240.000000 Penalty: 5362.845703
	Iteration 21Q: 3 clusters Score -6909240 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -6909339.500000 Penalty: 5362.845703
	Iteration 22Q: 3 clusters Score -6909340 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -6909383.500000 Penalty: 5362.845703
	Iteration 23Q: 3 clusters Score -6909384 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -6909458.500000 Penalty: 5362.845703
	Iteration 24Q: 3 clusters Score -6909458 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -6909507.500000 Penalty: 5362.845703
	Iteration 25Q: 3 clusters Score -6909508 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -6909534.500000 Penalty: 5362.845703
	Iteration 26Q: 3 clusters Score -6909534 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -6909572.500000 Penalty: 5362.845703
	Iteration 27Q: 3 clusters Score -6909572 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -6909604.500000 Penalty: 5362.845703
	Iteration 28Q: 3 clusters Score -6909604 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -6909622.000000 Penalty: 5362.845703
	Iteration 29Q: 3 clusters Score -6909622 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -6909651.500000 Penalty: 5362.845703
	Iteration 30Q: 3 clusters Score -6909652 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -6909666.500000 Penalty: 5362.845703
	Iteration 31Q: 3 clusters Score -6909666 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -6909698.000000 Penalty: 5362.845703
	Iteration 32Q: 3 clusters Score -6909698 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -6909730.500000 Penalty: 5362.845703
	Iteration 33Q: 3 clusters Score -6909730 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -6909761.000000 Penalty: 5362.845703
	Iteration 34Q: 3 clusters Score -6909761 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -6909791.500000 Penalty: 5362.845703
	Iteration 35Q: 3 clusters Score -6909792 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -6909801.000000 Penalty: 5362.845703
	Iteration 36Q: 3 clusters Score -6909801 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -6909841.500000 Penalty: 5362.845703
	Iteration 37Q: 3 clusters Score -6909842 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -6909866.000000 Penalty: 5362.845703
	Iteration 38Q: 3 clusters Score -6909866 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -6909871.500000 Penalty: 5362.845703
	Iteration 39Q: 3 clusters Score -6909872 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -6909878.500000 Penalty: 5362.845703
	Iteration 40F: 3 clusters Score -6909878 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -6909896.500000 Penalty: 5362.845703
	Iteration 41Q: 3 clusters Score -6909896 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -6909928.500000 Penalty: 5362.845703
	Iteration 42Q: 3 clusters Score -6909928 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -6909925.000000 Penalty: 5362.845703
	Iteration 43Q: 3 clusters Score -6909925 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -6909926.000000 Penalty: 5362.845703
	Iteration 44Q: 3 clusters Score -6909926 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -6909927.000000 Penalty: 5362.845703
	Iteration 45Q: 3 clusters Score -6909927 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -6909943.000000 Penalty: 5362.845703
	Iteration 46Q: 3 clusters Score -6909943 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -6909957.500000 Penalty: 5362.845703
	Iteration 47Q: 3 clusters Score -6909958 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6909959 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -6909959.500000 Penalty: 5362.845703
	Iteration 49Q: 3 clusters Score -6909960 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -6909972.500000 Penalty: 5362.845703
	Iteration 50Q: 3 clusters Score -6909972 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -6909991.000000 Penalty: 5362.845703
	Iteration 51Q: 3 clusters Score -6909991 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -6910020.000000 Penalty: 5362.845703
	Iteration 52Q: 3 clusters Score -6910020 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -6910052.000000 Penalty: 5362.845703
	Iteration 53Q: 3 clusters Score -6910052 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -6910055.500000 Penalty: 5362.845703
	Iteration 54Q: 3 clusters Score -6910056 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -6910071.000000 Penalty: 5362.845703
	Iteration 55Q: 3 clusters Score -6910071 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -6910084.500000 Penalty: 5362.845703
	Iteration 56Q: 3 clusters Score -6910084 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -6910090.500000 Penalty: 5362.845703
	Iteration 57Q: 3 clusters Score -6910090 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -6910119.500000 Penalty: 5362.845703
	Iteration 58Q: 3 clusters Score -6910120 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -6910130.000000 Penalty: 5362.845703
	Iteration 59Q: 3 clusters Score -6910130 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -6910158.000000 Penalty: 5362.845703
	Iteration 60F: 3 clusters Score -6910158 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -6910173.000000 Penalty: 5362.845703
	Iteration 61Q: 3 clusters Score -6910173 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -6910192.000000 Penalty: 5362.845703
	Iteration 62Q: 3 clusters Score -6910192 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -6910227.500000 Penalty: 5362.845703
	Iteration 63Q: 3 clusters Score -6910228 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -6910278.500000 Penalty: 5362.845703
	Iteration 64Q: 3 clusters Score -6910278 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -6910323.500000 Penalty: 5362.845703
	Iteration 65Q: 3 clusters Score -6910324 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -6910343.000000 Penalty: 5362.845703
	Iteration 66Q: 3 clusters Score -6910343 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -6910410.500000 Penalty: 5362.845703
	Iteration 67Q: 3 clusters Score -6910410 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -6910463.000000 Penalty: 5362.845703
	Iteration 68Q: 3 clusters Score -6910463 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -6910486.500000 Penalty: 5362.845703
	Iteration 69Q: 3 clusters Score -6910486 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -6910541.500000 Penalty: 5362.845703
	Iteration 70Q: 3 clusters Score -6910542 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -6910634.000000 Penalty: 5362.845703
	Iteration 71Q: 3 clusters Score -6910634 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -6910664.500000 Penalty: 5362.845703
	Iteration 72Q: 3 clusters Score -6910664 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6910734 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -6910808.500000 Penalty: 5362.845703
	Iteration 74Q: 3 clusters Score -6910808 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -6910853.500000 Penalty: 5362.845703
	Iteration 75Q: 3 clusters Score -6910854 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -6910919.500000 Penalty: 5362.845703
	Iteration 76Q: 3 clusters Score -6910920 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -6910968.000000 Penalty: 5362.845703
	Iteration 77Q: 3 clusters Score -6910968 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -6911028.500000 Penalty: 5362.845703
	Iteration 78Q: 3 clusters Score -6911028 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -6911097.500000 Penalty: 5362.845703
	Iteration 79Q: 3 clusters Score -6911098 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -6911183.500000 Penalty: 5362.845703
	Iteration 80F: 3 clusters Score -6911184 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -6911248.500000 Penalty: 5362.845703
	Iteration 81Q: 3 clusters Score -6911248 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -6911323.000000 Penalty: 5362.845703
	Iteration 82Q: 3 clusters Score -6911323 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -6911386.000000 Penalty: 5362.845703
	Iteration 83Q: 3 clusters Score -6911386 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -6911465.500000 Penalty: 5362.845703
	Iteration 84Q: 3 clusters Score -6911466 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -6911529.000000 Penalty: 5362.845703
	Iteration 85Q: 3 clusters Score -6911529 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -6911627.500000 Penalty: 5362.845703
	Iteration 86Q: 3 clusters Score -6911628 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
Score: -6911694.500000 Penalty: 5362.845703
	Iteration 87Q: 3 clusters Score -6911694 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -6911785.500000 Penalty: 5362.845703
	Iteration 88Q: 3 clusters Score -6911786 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -6911868.500000 Penalty: 5362.845703
	Iteration 89Q: 3 clusters Score -6911868 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -6911936.000000 Penalty: 5362.845703
	Iteration 90Q: 3 clusters Score -6911936 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -6912014.000000 Penalty: 5362.845703
	Iteration 91Q: 3 clusters Score -6912014 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -6912091.500000 Penalty: 5362.845703
	Iteration 92Q: 3 clusters Score -6912092 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -6912133.500000 Penalty: 5362.845703
	Iteration 93Q: 3 clusters Score -6912134 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -6912182.000000 Penalty: 5362.845703
	Iteration 94Q: 3 clusters Score -6912182 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 48095 members 
Entering Unmasked Estep 
Score: -6912225.500000 Penalty: 5362.845703
	Iteration 95Q: 3 clusters Score -6912226 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -6912226.500000 Penalty: 5362.845703
	Iteration 96Q: 3 clusters Score -6912226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -6912244.000000 Penalty: 5362.845703
	Iteration 97Q: 3 clusters Score -6912244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -6912254.500000 Penalty: 5362.845703
	Iteration 98Q: 3 clusters Score -6912254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -6912280.500000 Penalty: 5362.845703
	Iteration 99Q: 3 clusters Score -6912280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -6912286.500000 Penalty: 5362.845703
	Iteration 100F: 3 clusters Score -6912286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -6912291.000000 Penalty: 5362.845703
	Iteration 101Q: 3 clusters Score -6912291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -6912292.500000 Penalty: 5362.845703
	Iteration 102Q: 3 clusters Score -6912292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -6912302.000000 Penalty: 5362.845703
	Iteration 103Q: 3 clusters Score -6912302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -6912311.500000 Penalty: 5362.845703
	Iteration 104Q: 3 clusters Score -6912312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -6912321.000000 Penalty: 5362.845703
	Iteration 105Q: 3 clusters Score -6912321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 48420 members 
Entering Unmasked Estep 
Score: -6912321.500000 Penalty: 5362.845703
	Iteration 106Q: 3 clusters Score -6912322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -6912322.000000 Penalty: 5362.845703
	Iteration 107Q: 3 clusters Score -6912322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 48442 members 
Entering Unmasked Estep 
Score: -6912326.000000 Penalty: 5362.845703
	Iteration 108Q: 3 clusters Score -6912326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 48455 members 
Entering Unmasked Estep 
Score: -6912326.000000 Penalty: 5362.845703
	Iteration 109Q: 3 clusters Score -6912326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 48465 members 
Entering Unmasked Estep 
Score: -6912326.500000 Penalty: 5362.845703
	Iteration 110Q: 3 clusters Score -6912326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 48474 members 
Entering Unmasked Estep 
Score: -6912341.000000 Penalty: 5362.845703
	Iteration 111Q: 3 clusters Score -6912341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -6912338.000000 Penalty: 5362.845703
	Iteration 112Q: 3 clusters Score -6912338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 48498 members 
Entering Unmasked Estep 
Score: -6912344.000000 Penalty: 5362.845703
	Iteration 113Q: 3 clusters Score -6912344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -6912342.500000 Penalty: 5362.845703
	Iteration 114Q: 3 clusters Score -6912342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -6912348.500000 Penalty: 5362.845703
	Iteration 115Q: 3 clusters Score -6912348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -6912343.500000 Penalty: 5362.845703
	Iteration 116Q: 3 clusters Score -6912344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -6912346.000000 Penalty: 5362.845703
	Iteration 117Q: 3 clusters Score -6912346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -6912358.000000 Penalty: 5362.845703
	Iteration 118Q: 3 clusters Score -6912358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -6912360.500000 Penalty: 5362.845703
	Iteration 119Q: 3 clusters Score -6912360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -6912361.000000 Penalty: 5362.845703
	Iteration 120F: 3 clusters Score -6912361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -6912365.500000 Penalty: 5362.845703
	Iteration 121Q: 3 clusters Score -6912366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -6912363.500000 Penalty: 5362.845703
	Iteration 122Q: 3 clusters Score -6912364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -6912369.000000 Penalty: 5362.845703
	Iteration 123Q: 3 clusters Score -6912369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -6912369.000000 Penalty: 5362.845703
	Iteration 124Q: 3 clusters Score -6912369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -6912361.500000 Penalty: 5362.845703
	Iteration 125Q: 3 clusters Score -6912362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -6912361.500000 Penalty: 5362.845703
	Iteration 126F: 3 clusters Score -6912362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Entering Unmasked Estep 
Score: -1499815.000000 Penalty: 2309.217529
	Iteration 0F: 2 clusters Score -1499815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1491508.875000 Penalty: 4618.435059
	Iteration 0F: 3 clusters Score -1491509 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1493980.875000 Penalty: 4618.435059
	Iteration 1F: 3 clusters Score -1493981 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1494321.500000 Penalty: 4618.435059
	Iteration 2F: 3 clusters Score -1494322 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1494605.375000 Penalty: 4618.435059
	Iteration 3F: 3 clusters Score -1494605 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1494915.000000 Penalty: 4618.435059
	Iteration 4Q: 3 clusters Score -1494915 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1495246.000000 Penalty: 4618.435059
	Iteration 5Q: 3 clusters Score -1495246 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1495578.625000 Penalty: 4618.435059
	Iteration 6Q: 3 clusters Score -1495579 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1495938.875000 Penalty: 4618.435059
	Iteration 7Q: 3 clusters Score -1495939 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1496276.625000 Penalty: 4618.435059
	Iteration 8Q: 3 clusters Score -1496277 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1496560.625000 Penalty: 4618.435059
	Iteration 9Q: 3 clusters Score -1496561 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1496810.125000 Penalty: 4618.435059
	Iteration 10Q: 3 clusters Score -1496810 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1497051.000000 Penalty: 4618.435059
	Iteration 11Q: 3 clusters Score -1497051 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1497272.750000 Penalty: 4618.435059
	Iteration 12Q: 3 clusters Score -1497273 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1497442.750000 Penalty: 4618.435059
	Iteration 13Q: 3 clusters Score -1497443 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1497558.500000 Penalty: 4618.435059
	Iteration 14Q: 3 clusters Score -1497558 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1497645.250000 Penalty: 4618.435059
	Iteration 15Q: 3 clusters Score -1497645 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1497702.375000 Penalty: 4618.435059
	Iteration 16Q: 3 clusters Score -1497702 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1497758.000000 Penalty: 4618.435059
	Iteration 17Q: 3 clusters Score -1497758 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1497808.625000 Penalty: 4618.435059
	Iteration 18Q: 3 clusters Score -1497809 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1497853.000000 Penalty: 4618.435059
	Iteration 19Q: 3 clusters Score -1497853 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1497896.000000 Penalty: 4618.435059
	Iteration 20F: 3 clusters Score -1497896 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1497953.375000 Penalty: 4618.435059
	Iteration 21Q: 3 clusters Score -1497953 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1498027.375000 Penalty: 4618.435059
	Iteration 22Q: 3 clusters Score -1498027 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1498129.875000 Penalty: 4618.435059
	Iteration 23Q: 3 clusters Score -1498130 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1498240.000000 Penalty: 4618.435059
	Iteration 24Q: 3 clusters Score -1498240 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1498326.000000 Penalty: 4618.435059
	Iteration 25Q: 3 clusters Score -1498326 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1498405.500000 Penalty: 4618.435059
	Iteration 26Q: 3 clusters Score -1498406 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1498480.125000 Penalty: 4618.435059
	Iteration 27Q: 3 clusters Score -1498480 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1498531.125000 Penalty: 4618.435059
	Iteration 28Q: 3 clusters Score -1498531 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1498572.375000 Penalty: 4618.435059
	Iteration 29Q: 3 clusters Score -1498572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1498585.875000 Penalty: 4618.435059
	Iteration 30Q: 3 clusters Score -1498586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1498600.250000 Penalty: 4618.435059
	Iteration 31Q: 3 clusters Score -1498600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1498616.000000 Penalty: 4618.435059
	Iteration 32Q: 3 clusters Score -1498616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1498623.875000 Penalty: 4618.435059
	Iteration 33Q: 3 clusters Score -1498624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1498632.625000 Penalty: 4618.435059
	Iteration 34Q: 3 clusters Score -1498633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1498638.250000 Penalty: 4618.435059
	Iteration 35Q: 3 clusters Score -1498638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1498643.500000 Penalty: 4618.435059
	Iteration 36Q: 3 clusters Score -1498644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1498644.750000 Penalty: 4618.435059
	Iteration 37Q: 3 clusters Score -1498645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1498646.875000 Penalty: 4618.435059
	Iteration 38Q: 3 clusters Score -1498647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1498651.875000 Penalty: 4618.435059
	Iteration 39Q: 3 clusters Score -1498652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1498656.875000 Penalty: 4618.435059
	Iteration 40F: 3 clusters Score -1498657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1498657.375000 Penalty: 4618.435059
	Iteration 41Q: 3 clusters Score -1498657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1498660.000000 Penalty: 4618.435059
	Iteration 42Q: 3 clusters Score -1498660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1498659.875000 Penalty: 4618.435059
	Iteration 43Q: 3 clusters Score -1498660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1498659.875000 Penalty: 4618.435059
	Iteration 44Q: 3 clusters Score -1498660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1498660.625000 Penalty: 4618.435059
	Iteration 45Q: 3 clusters Score -1498661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1498662.000000 Penalty: 4618.435059
	Iteration 46Q: 3 clusters Score -1498662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1498661.875000 Penalty: 4618.435059
	Iteration 47Q: 3 clusters Score -1498662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1498662.625000 Penalty: 4618.435059
	Iteration 48Q: 3 clusters Score -1498663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1498663.875000 Penalty: 4618.435059
	Iteration 49Q: 3 clusters Score -1498664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1498664.375000 Penalty: 4618.435059
	Iteration 50Q: 3 clusters Score -1498664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1498668.125000 Penalty: 4618.435059
	Iteration 51Q: 3 clusters Score -1498668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1498665.500000 Penalty: 4618.435059
	Iteration 52Q: 3 clusters Score -1498666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1498669.000000 Penalty: 4618.435059
	Iteration 53Q: 3 clusters Score -1498669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1498668.500000 Penalty: 4618.435059
	Iteration 54Q: 3 clusters Score -1498668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1498669.625000 Penalty: 4618.435059
	Iteration 55Q: 3 clusters Score -1498670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1498671.875000 Penalty: 4618.435059
	Iteration 56Q: 3 clusters Score -1498672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1498672.750000 Penalty: 4618.435059
	Iteration 57Q: 3 clusters Score -1498673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1498673.375000 Penalty: 4618.435059
	Iteration 58Q: 3 clusters Score -1498673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1498673.500000 Penalty: 4618.435059
	Iteration 59Q: 3 clusters Score -1498674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1498672.250000 Penalty: 4618.435059
	Iteration 60F: 3 clusters Score -1498672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1498673.875000 Penalty: 4618.435059
	Iteration 61Q: 3 clusters Score -1498674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1498673.875000 Penalty: 4618.435059
	Iteration 62F: 3 clusters Score -1498674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Entering Unmasked Estep 
Score: -4735334.500000 Penalty: 2593.414307
	Iteration 0F: 2 clusters Score -4735334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -4711711.000000 Penalty: 5186.828613
	Iteration 0F: 3 clusters Score -4711711 nChanged 15721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -4720318.500000 Penalty: 5186.828613
	Iteration 1F: 3 clusters Score -4720318 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -4720945.000000 Penalty: 5186.828613
	Iteration 2Q: 3 clusters Score -4720945 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -4721643.500000 Penalty: 5186.828613
	Iteration 3Q: 3 clusters Score -4721644 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -4722438.000000 Penalty: 5186.828613
	Iteration 4F: 3 clusters Score -4722438 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -4723448.500000 Penalty: 5186.828613
	Iteration 5F: 3 clusters Score -4723448 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -4724623.500000 Penalty: 5186.828613
	Iteration 6F: 3 clusters Score -4724624 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -4725888.000000 Penalty: 5186.828613
	Iteration 7F: 3 clusters Score -4725888 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -4727222.000000 Penalty: 5186.828613
	Iteration 8F: 3 clusters Score -4727222 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -4728424.000000 Penalty: 5186.828613
	Iteration 9F: 3 clusters Score -4728424 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -4729695.500000 Penalty: 5186.828613
	Iteration 10Q: 3 clusters Score -4729696 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -4730838.000000 Penalty: 5186.828613
	Iteration 11Q: 3 clusters Score -4730838 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -4731728.500000 Penalty: 5186.828613
	Iteration 12Q: 3 clusters Score -4731728 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -4732389.500000 Penalty: 5186.828613
	Iteration 13Q: 3 clusters Score -4732390 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -4732783.500000 Penalty: 5186.828613
	Iteration 14Q: 3 clusters Score -4732784 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -4733002.000000 Penalty: 5186.828613
	Iteration 15Q: 3 clusters Score -4733002 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -4733109.000000 Penalty: 5186.828613
	Iteration 16Q: 3 clusters Score -4733109 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -4733173.500000 Penalty: 5186.828613
	Iteration 17Q: 3 clusters Score -4733174 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -4733207.500000 Penalty: 5186.828613
	Iteration 18Q: 3 clusters Score -4733208 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -4733236.500000 Penalty: 5186.828613
	Iteration 19Q: 3 clusters Score -4733236 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -4733254.500000 Penalty: 5186.828613
	Iteration 20F: 3 clusters Score -4733254 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -4733293.000000 Penalty: 5186.828613
	Iteration 21Q: 3 clusters Score -4733293 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -4733298.000000 Penalty: 5186.828613
	Iteration 22Q: 3 clusters Score -4733298 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -4733305.000000 Penalty: 5186.828613
	Iteration 23Q: 3 clusters Score -4733305 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -4733316.000000 Penalty: 5186.828613
	Iteration 24Q: 3 clusters Score -4733316 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -4733329.000000 Penalty: 5186.828613
	Iteration 25Q: 3 clusters Score -4733329 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -4733331.000000 Penalty: 5186.828613
	Iteration 26Q: 3 clusters Score -4733331 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -4733338.000000 Penalty: 5186.828613
	Iteration 27Q: 3 clusters Score -4733338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -4733352.500000 Penalty: 5186.828613
	Iteration 28Q: 3 clusters Score -4733352 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -4733377.000000 Penalty: 5186.828613
	Iteration 29Q: 3 clusters Score -4733377 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -4733370.500000 Penalty: 5186.828613
	Iteration 30Q: 3 clusters Score -4733370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -4733377.000000 Penalty: 5186.828613
	Iteration 31Q: 3 clusters Score -4733377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -4733369.500000 Penalty: 5186.828613
	Iteration 32Q: 3 clusters Score -4733370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -4733363.500000 Penalty: 5186.828613
	Iteration 33Q: 3 clusters Score -4733364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -4733366.500000 Penalty: 5186.828613
	Iteration 34Q: 3 clusters Score -4733366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -4733368.000000 Penalty: 5186.828613
	Iteration 35Q: 3 clusters Score -4733368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -4733365.000000 Penalty: 5186.828613
	Iteration 36Q: 3 clusters Score -4733365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -4733368.500000 Penalty: 5186.828613
	Iteration 37Q: 3 clusters Score -4733368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -4733379.000000 Penalty: 5186.828613
	Iteration 38Q: 3 clusters Score -4733379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -4733384.500000 Penalty: 5186.828613
	Iteration 39Q: 3 clusters Score -4733384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -4733378.500000 Penalty: 5186.828613
	Iteration 40F: 3 clusters Score -4733378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -4733384.000000 Penalty: 5186.828613
	Iteration 41Q: 3 clusters Score -4733384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -4733379.000000 Penalty: 5186.828613
	Iteration 42Q: 3 clusters Score -4733379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -4733371.000000 Penalty: 5186.828613
	Iteration 43Q: 3 clusters Score -4733371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -4733386.500000 Penalty: 5186.828613
	Iteration 44Q: 3 clusters Score -4733386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -4733382.000000 Penalty: 5186.828613
	Iteration 45Q: 3 clusters Score -4733382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -4733383.500000 Penalty: 5186.828613
	Iteration 46Q: 3 clusters Score -4733384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -4733387.000000 Penalty: 5186.828613
	Iteration 47Q: 3 clusters Score -4733387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -4733383.500000 Penalty: 5186.828613
	Iteration 48Q: 3 clusters Score -4733384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -4733387.500000 Penalty: 5186.828613
	Iteration 49Q: 3 clusters Score -4733388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -4733386.000000 Penalty: 5186.828613
	Iteration 50Q: 3 clusters Score -4733386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -4733382.500000 Penalty: 5186.828613
	Iteration 51Q: 3 clusters Score -4733382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -4733391.000000 Penalty: 5186.828613
	Iteration 52Q: 3 clusters Score -4733391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -4733395.000000 Penalty: 5186.828613
	Iteration 53Q: 3 clusters Score -4733395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -4733387.500000 Penalty: 5186.828613
	Iteration 54Q: 3 clusters Score -4733388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -4733385.500000 Penalty: 5186.828613
	Iteration 55Q: 3 clusters Score -4733386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -4733393.500000 Penalty: 5186.828613
	Iteration 56Q: 3 clusters Score -4733394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -4733393.000000 Penalty: 5186.828613
	Iteration 57Q: 3 clusters Score -4733393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -4733397.500000 Penalty: 5186.828613
	Iteration 58Q: 3 clusters Score -4733398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -4733399.500000 Penalty: 5186.828613
	Iteration 59Q: 3 clusters Score -4733400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -4733394.000000 Penalty: 5186.828613
	Iteration 60F: 3 clusters Score -4733394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -4733392.500000 Penalty: 5186.828613
	Iteration 61Q: 3 clusters Score -4733392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -4733394.000000 Penalty: 5186.828613
	Iteration 62Q: 3 clusters Score -4733394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -4733399.000000 Penalty: 5186.828613
	Iteration 63Q: 3 clusters Score -4733399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -4733399.000000 Penalty: 5186.828613
	Iteration 64F: 3 clusters Score -4733399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Entering Unmasked Estep 
Score: -5689208.500000 Penalty: 2640.271729
	Iteration 0F: 2 clusters Score -5689208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -5660837.000000 Penalty: 5280.543457
	Iteration 0F: 3 clusters Score -5660837 nChanged 19146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -5671066.500000 Penalty: 5280.543457
	Iteration 1F: 3 clusters Score -5671066 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -5671573.500000 Penalty: 5280.543457
	Iteration 2Q: 3 clusters Score -5671574 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -5672042.500000 Penalty: 5280.543457
	Iteration 3Q: 3 clusters Score -5672042 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -5672538.500000 Penalty: 5280.543457
	Iteration 4Q: 3 clusters Score -5672538 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -5673086.000000 Penalty: 5280.543457
	Iteration 5Q: 3 clusters Score -5673086 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -5673864.500000 Penalty: 5280.543457
	Iteration 6Q: 3 clusters Score -5673864 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -5675047.000000 Penalty: 5280.543457
	Iteration 7Q: 3 clusters Score -5675047 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -5676781.500000 Penalty: 5280.543457
	Iteration 8F: 3 clusters Score -5676782 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -5679096.000000 Penalty: 5280.543457
	Iteration 9F: 3 clusters Score -5679096 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -5681571.500000 Penalty: 5280.543457
	Iteration 10F: 3 clusters Score -5681572 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -5683541.500000 Penalty: 5280.543457
	Iteration 11F: 3 clusters Score -5683542 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -5684920.500000 Penalty: 5280.543457
	Iteration 12Q: 3 clusters Score -5684920 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -5685708.000000 Penalty: 5280.543457
	Iteration 13Q: 3 clusters Score -5685708 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5686189.000000 Penalty: 5280.543457
	Iteration 14Q: 3 clusters Score -5686189 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5686480.500000 Penalty: 5280.543457
	Iteration 15Q: 3 clusters Score -5686480 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5686669.500000 Penalty: 5280.543457
	Iteration 16Q: 3 clusters Score -5686670 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5686782.500000 Penalty: 5280.543457
	Iteration 17Q: 3 clusters Score -5686782 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5686875.000000 Penalty: 5280.543457
	Iteration 18Q: 3 clusters Score -5686875 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5686917.500000 Penalty: 5280.543457
	Iteration 19Q: 3 clusters Score -5686918 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5686939.500000 Penalty: 5280.543457
	Iteration 20F: 3 clusters Score -5686940 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5686951.000000 Penalty: 5280.543457
	Iteration 21Q: 3 clusters Score -5686951 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5686966.000000 Penalty: 5280.543457
	Iteration 22Q: 3 clusters Score -5686966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5686985.500000 Penalty: 5280.543457
	Iteration 23Q: 3 clusters Score -5686986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5687005.500000 Penalty: 5280.543457
	Iteration 24Q: 3 clusters Score -5687006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5687021.500000 Penalty: 5280.543457
	Iteration 25Q: 3 clusters Score -5687022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5687028.000000 Penalty: 5280.543457
	Iteration 26Q: 3 clusters Score -5687028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5687040.000000 Penalty: 5280.543457
	Iteration 27Q: 3 clusters Score -5687040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5687038.000000 Penalty: 5280.543457
	Iteration 28Q: 3 clusters Score -5687038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5687045.500000 Penalty: 5280.543457
	Iteration 29Q: 3 clusters Score -5687046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5687044.000000 Penalty: 5280.543457
	Iteration 30Q: 3 clusters Score -5687044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5687061.000000 Penalty: 5280.543457
	Iteration 31Q: 3 clusters Score -5687061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5687059.000000 Penalty: 5280.543457
	Iteration 32Q: 3 clusters Score -5687059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5687056.500000 Penalty: 5280.543457
	Iteration 33Q: 3 clusters Score -5687056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5687059.500000 Penalty: 5280.543457
	Iteration 34Q: 3 clusters Score -5687060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5687077.000000 Penalty: 5280.543457
	Iteration 35Q: 3 clusters Score -5687077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5687082.000000 Penalty: 5280.543457
	Iteration 36Q: 3 clusters Score -5687082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5687085.000000 Penalty: 5280.543457
	Iteration 37Q: 3 clusters Score -5687085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5687083.500000 Penalty: 5280.543457
	Iteration 38Q: 3 clusters Score -5687084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5687087.000000 Penalty: 5280.543457
	Iteration 39Q: 3 clusters Score -5687087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5687091.000000 Penalty: 5280.543457
	Iteration 40F: 3 clusters Score -5687091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5687102.000000 Penalty: 5280.543457
	Iteration 41Q: 3 clusters Score -5687102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5687106.000000 Penalty: 5280.543457
	Iteration 42Q: 3 clusters Score -5687106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5687108.000000 Penalty: 5280.543457
	Iteration 43Q: 3 clusters Score -5687108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5687109.000000 Penalty: 5280.543457
	Iteration 44Q: 3 clusters Score -5687109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5687111.000000 Penalty: 5280.543457
	Iteration 45Q: 3 clusters Score -5687111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5687107.500000 Penalty: 5280.543457
	Iteration 46Q: 3 clusters Score -5687108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5687115.000000 Penalty: 5280.543457
	Iteration 47Q: 3 clusters Score -5687115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5687115.000000 Penalty: 5280.543457
	Iteration 48F: 3 clusters Score -5687115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Entering Unmasked Estep 
Score: -1837238.750000 Penalty: 2367.574219
	Iteration 0F: 2 clusters Score -1837239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1827097.875000 Penalty: 4735.148438
	Iteration 0F: 3 clusters Score -1827098 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1831184.500000 Penalty: 4735.148438
	Iteration 1F: 3 clusters Score -1831184 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1832400.250000 Penalty: 4735.148438
	Iteration 2F: 3 clusters Score -1832400 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1833377.625000 Penalty: 4735.148438
	Iteration 3F: 3 clusters Score -1833378 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1834182.375000 Penalty: 4735.148438
	Iteration 4F: 3 clusters Score -1834182 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1834933.250000 Penalty: 4735.148438
	Iteration 5F: 3 clusters Score -1834933 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1835502.375000 Penalty: 4735.148438
	Iteration 6F: 3 clusters Score -1835502 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1835882.750000 Penalty: 4735.148438
	Iteration 7Q: 3 clusters Score -1835883 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1836160.625000 Penalty: 4735.148438
	Iteration 8Q: 3 clusters Score -1836161 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1836332.125000 Penalty: 4735.148438
	Iteration 9Q: 3 clusters Score -1836332 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1836455.250000 Penalty: 4735.148438
	Iteration 10Q: 3 clusters Score -1836455 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1836558.500000 Penalty: 4735.148438
	Iteration 11Q: 3 clusters Score -1836558 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1836634.625000 Penalty: 4735.148438
	Iteration 12Q: 3 clusters Score -1836635 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1836716.625000 Penalty: 4735.148438
	Iteration 13Q: 3 clusters Score -1836717 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1836784.875000 Penalty: 4735.148438
	Iteration 14Q: 3 clusters Score -1836785 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1836851.125000 Penalty: 4735.148438
	Iteration 15Q: 3 clusters Score -1836851 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1836899.000000 Penalty: 4735.148438
	Iteration 16Q: 3 clusters Score -1836899 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1836938.625000 Penalty: 4735.148438
	Iteration 17Q: 3 clusters Score -1836939 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1836979.125000 Penalty: 4735.148438
	Iteration 18Q: 3 clusters Score -1836979 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1837015.125000 Penalty: 4735.148438
	Iteration 19Q: 3 clusters Score -1837015 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1837034.625000 Penalty: 4735.148438
	Iteration 20F: 3 clusters Score -1837035 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1837059.375000 Penalty: 4735.148438
	Iteration 21Q: 3 clusters Score -1837059 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1837078.625000 Penalty: 4735.148438
	Iteration 22Q: 3 clusters Score -1837079 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1837086.000000 Penalty: 4735.148438
	Iteration 23Q: 3 clusters Score -1837086 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1837104.250000 Penalty: 4735.148438
	Iteration 24Q: 3 clusters Score -1837104 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1837118.500000 Penalty: 4735.148438
	Iteration 25Q: 3 clusters Score -1837118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1837134.625000 Penalty: 4735.148438
	Iteration 26Q: 3 clusters Score -1837135 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1837146.875000 Penalty: 4735.148438
	Iteration 27Q: 3 clusters Score -1837147 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1837166.625000 Penalty: 4735.148438
	Iteration 28Q: 3 clusters Score -1837167 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1837169.250000 Penalty: 4735.148438
	Iteration 29Q: 3 clusters Score -1837169 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1837176.750000 Penalty: 4735.148438
	Iteration 30Q: 3 clusters Score -1837177 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1837184.875000 Penalty: 4735.148438
	Iteration 31Q: 3 clusters Score -1837185 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1837192.750000 Penalty: 4735.148438
	Iteration 32Q: 3 clusters Score -1837193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1837200.500000 Penalty: 4735.148438
	Iteration 33Q: 3 clusters Score -1837200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1837203.250000 Penalty: 4735.148438
	Iteration 34Q: 3 clusters Score -1837203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1837201.250000 Penalty: 4735.148438
	Iteration 35Q: 3 clusters Score -1837201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1837203.750000 Penalty: 4735.148438
	Iteration 36Q: 3 clusters Score -1837204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1837204.500000 Penalty: 4735.148438
	Iteration 37Q: 3 clusters Score -1837204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1837204.625000 Penalty: 4735.148438
	Iteration 38Q: 3 clusters Score -1837205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1837202.625000 Penalty: 4735.148438
	Iteration 39Q: 3 clusters Score -1837203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1837202.000000 Penalty: 4735.148438
	Iteration 40F: 3 clusters Score -1837202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1837204.250000 Penalty: 4735.148438
	Iteration 41Q: 3 clusters Score -1837204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1837203.750000 Penalty: 4735.148438
	Iteration 42Q: 3 clusters Score -1837204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1837203.750000 Penalty: 4735.148438
	Iteration 43F: 3 clusters Score -1837204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Entering Unmasked Estep 
Score: -5068031.500000 Penalty: 2602.180176
	Iteration 0F: 2 clusters Score -5068032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -5043551.500000 Penalty: 5204.360352
	Iteration 0F: 3 clusters Score -5043552 nChanged 16381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -5052448.000000 Penalty: 5204.360352
	Iteration 1F: 3 clusters Score -5052448 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -5053026.000000 Penalty: 5204.360352
	Iteration 2Q: 3 clusters Score -5053026 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -5053629.500000 Penalty: 5204.360352
	Iteration 3Q: 3 clusters Score -5053630 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -5054409.500000 Penalty: 5204.360352
	Iteration 4Q: 3 clusters Score -5054410 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -5055402.500000 Penalty: 5204.360352
	Iteration 5F: 3 clusters Score -5055402 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -5056799.000000 Penalty: 5204.360352
	Iteration 6F: 3 clusters Score -5056799 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -5058759.500000 Penalty: 5204.360352
	Iteration 7F: 3 clusters Score -5058760 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -5061087.000000 Penalty: 5204.360352
	Iteration 8F: 3 clusters Score -5061087 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -5063047.500000 Penalty: 5204.360352
	Iteration 9F: 3 clusters Score -5063048 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -5064391.000000 Penalty: 5204.360352
	Iteration 10Q: 3 clusters Score -5064391 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -5065138.000000 Penalty: 5204.360352
	Iteration 11Q: 3 clusters Score -5065138 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -5065554.000000 Penalty: 5204.360352
	Iteration 12Q: 3 clusters Score -5065554 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -5065855.500000 Penalty: 5204.360352
	Iteration 13Q: 3 clusters Score -5065856 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5066105.000000 Penalty: 5204.360352
	Iteration 14Q: 3 clusters Score -5066105 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5066273.000000 Penalty: 5204.360352
	Iteration 15Q: 3 clusters Score -5066273 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5066417.500000 Penalty: 5204.360352
	Iteration 16Q: 3 clusters Score -5066418 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5066524.500000 Penalty: 5204.360352
	Iteration 17Q: 3 clusters Score -5066524 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5066592.500000 Penalty: 5204.360352
	Iteration 18Q: 3 clusters Score -5066592 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5066658.500000 Penalty: 5204.360352
	Iteration 19Q: 3 clusters Score -5066658 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5066718.000000 Penalty: 5204.360352
	Iteration 20F: 3 clusters Score -5066718 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5066789.500000 Penalty: 5204.360352
	Iteration 21Q: 3 clusters Score -5066790 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5066831.000000 Penalty: 5204.360352
	Iteration 22Q: 3 clusters Score -5066831 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5066903.500000 Penalty: 5204.360352
	Iteration 23Q: 3 clusters Score -5066904 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5066943.500000 Penalty: 5204.360352
	Iteration 24Q: 3 clusters Score -5066944 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5066978.000000 Penalty: 5204.360352
	Iteration 25Q: 3 clusters Score -5066978 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5067004.500000 Penalty: 5204.360352
	Iteration 26Q: 3 clusters Score -5067004 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5067024.000000 Penalty: 5204.360352
	Iteration 27Q: 3 clusters Score -5067024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5067028.500000 Penalty: 5204.360352
	Iteration 28Q: 3 clusters Score -5067028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5067043.000000 Penalty: 5204.360352
	Iteration 29Q: 3 clusters Score -5067043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5067051.500000 Penalty: 5204.360352
	Iteration 30Q: 3 clusters Score -5067052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5067057.000000 Penalty: 5204.360352
	Iteration 31Q: 3 clusters Score -5067057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5067053.000000 Penalty: 5204.360352
	Iteration 32Q: 3 clusters Score -5067053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5067062.500000 Penalty: 5204.360352
	Iteration 33Q: 3 clusters Score -5067062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5067060.500000 Penalty: 5204.360352
	Iteration 34Q: 3 clusters Score -5067060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5067073.000000 Penalty: 5204.360352
	Iteration 35Q: 3 clusters Score -5067073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5067077.000000 Penalty: 5204.360352
	Iteration 36Q: 3 clusters Score -5067077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5067074.500000 Penalty: 5204.360352
	Iteration 37Q: 3 clusters Score -5067074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5067079.000000 Penalty: 5204.360352
	Iteration 38Q: 3 clusters Score -5067079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5067083.500000 Penalty: 5204.360352
	Iteration 39Q: 3 clusters Score -5067084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5067095.500000 Penalty: 5204.360352
	Iteration 40F: 3 clusters Score -5067096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5067092.000000 Penalty: 5204.360352
	Iteration 41Q: 3 clusters Score -5067092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5067092.000000 Penalty: 5204.360352
	Iteration 42Q: 3 clusters Score -5067092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5067088.500000 Penalty: 5204.360352
	Iteration 43Q: 3 clusters Score -5067088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5067093.000000 Penalty: 5204.360352
	Iteration 44Q: 3 clusters Score -5067093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5067095.500000 Penalty: 5204.360352
	Iteration 45Q: 3 clusters Score -5067096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5067098.000000 Penalty: 5204.360352
	Iteration 46Q: 3 clusters Score -5067098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5067099.000000 Penalty: 5204.360352
	Iteration 47Q: 3 clusters Score -5067099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5067094.000000 Penalty: 5204.360352
	Iteration 48Q: 3 clusters Score -5067094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5067099.000000 Penalty: 5204.360352
	Iteration 49Q: 3 clusters Score -5067099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5067099.500000 Penalty: 5204.360352
	Iteration 50Q: 3 clusters Score -5067100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5067097.000000 Penalty: 5204.360352
	Iteration 51Q: 3 clusters Score -5067097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5067098.000000 Penalty: 5204.360352
	Iteration 52Q: 3 clusters Score -5067098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5067096.500000 Penalty: 5204.360352
	Iteration 53Q: 3 clusters Score -5067096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5067097.000000 Penalty: 5204.360352
	Iteration 54Q: 3 clusters Score -5067097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5067097.000000 Penalty: 5204.360352
	Iteration 55F: 3 clusters Score -5067097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (51591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51591 members 
Entering Unmasked Estep 
Score: -7252991.000000 Penalty: 2691.073486
	Iteration 0F: 2 clusters Score -7252991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -7218324.500000 Penalty: 5382.146973
	Iteration 0F: 3 clusters Score -7218324 nChanged 23686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -7231491.500000 Penalty: 5382.146973
	Iteration 1F: 3 clusters Score -7231492 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -7232120.500000 Penalty: 5382.146973
	Iteration 2Q: 3 clusters Score -7232120 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -7232910.500000 Penalty: 5382.146973
	Iteration 3Q: 3 clusters Score -7232910 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -7233708.000000 Penalty: 5382.146973
	Iteration 4Q: 3 clusters Score -7233708 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -7234787.500000 Penalty: 5382.146973
	Iteration 5Q: 3 clusters Score -7234788 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -7236115.000000 Penalty: 5382.146973
	Iteration 6F: 3 clusters Score -7236115 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -7237896.000000 Penalty: 5382.146973
	Iteration 7F: 3 clusters Score -7237896 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -7240036.500000 Penalty: 5382.146973
	Iteration 8F: 3 clusters Score -7240036 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -7242490.000000 Penalty: 5382.146973
	Iteration 9F: 3 clusters Score -7242490 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -7244554.500000 Penalty: 5382.146973
	Iteration 10F: 3 clusters Score -7244554 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -7245830.000000 Penalty: 5382.146973
	Iteration 11Q: 3 clusters Score -7245830 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -7246493.500000 Penalty: 5382.146973
	Iteration 12Q: 3 clusters Score -7246494 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -7246870.500000 Penalty: 5382.146973
	Iteration 13Q: 3 clusters Score -7246870 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -7247204.500000 Penalty: 5382.146973
	Iteration 14Q: 3 clusters Score -7247204 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -7247453.500000 Penalty: 5382.146973
	Iteration 15Q: 3 clusters Score -7247454 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -7247720.500000 Penalty: 5382.146973
	Iteration 16Q: 3 clusters Score -7247720 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -7247911.000000 Penalty: 5382.146973
	Iteration 17Q: 3 clusters Score -7247911 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -7248116.000000 Penalty: 5382.146973
	Iteration 18Q: 3 clusters Score -7248116 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -7248297.500000 Penalty: 5382.146973
	Iteration 19Q: 3 clusters Score -7248298 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -7248518.500000 Penalty: 5382.146973
	Iteration 20F: 3 clusters Score -7248518 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -7248714.000000 Penalty: 5382.146973
	Iteration 21Q: 3 clusters Score -7248714 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -7248878.000000 Penalty: 5382.146973
	Iteration 22Q: 3 clusters Score -7248878 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -7249035.000000 Penalty: 5382.146973
	Iteration 23Q: 3 clusters Score -7249035 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -7249206.000000 Penalty: 5382.146973
	Iteration 24Q: 3 clusters Score -7249206 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -7249361.000000 Penalty: 5382.146973
	Iteration 25Q: 3 clusters Score -7249361 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -7249518.500000 Penalty: 5382.146973
	Iteration 26Q: 3 clusters Score -7249518 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -7249633.500000 Penalty: 5382.146973
	Iteration 27Q: 3 clusters Score -7249634 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -7249753.500000 Penalty: 5382.146973
	Iteration 28Q: 3 clusters Score -7249754 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -7249853.000000 Penalty: 5382.146973
	Iteration 29Q: 3 clusters Score -7249853 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -7249911.500000 Penalty: 5382.146973
	Iteration 30Q: 3 clusters Score -7249912 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -7250007.000000 Penalty: 5382.146973
	Iteration 31Q: 3 clusters Score -7250007 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -7250080.500000 Penalty: 5382.146973
	Iteration 32Q: 3 clusters Score -7250080 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -7250161.000000 Penalty: 5382.146973
	Iteration 33Q: 3 clusters Score -7250161 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -7250255.500000 Penalty: 5382.146973
	Iteration 34Q: 3 clusters Score -7250256 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -7250313.500000 Penalty: 5382.146973
	Iteration 35Q: 3 clusters Score -7250314 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -7250402.500000 Penalty: 5382.146973
	Iteration 36Q: 3 clusters Score -7250402 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -7250476.000000 Penalty: 5382.146973
	Iteration 37Q: 3 clusters Score -7250476 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -7250543.500000 Penalty: 5382.146973
	Iteration 38Q: 3 clusters Score -7250544 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -7250612.000000 Penalty: 5382.146973
	Iteration 39Q: 3 clusters Score -7250612 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -7250687.000000 Penalty: 5382.146973
	Iteration 40F: 3 clusters Score -7250687 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -7250740.000000 Penalty: 5382.146973
	Iteration 41Q: 3 clusters Score -7250740 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -7250748.500000 Penalty: 5382.146973
	Iteration 42Q: 3 clusters Score -7250748 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49498 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -7250769.000000 Penalty: 5382.146973
	Iteration 43Q: 3 clusters Score -7250769 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7250810.500000 Penalty: 5382.146973
	Iteration 44Q: 3 clusters Score -7250810 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49670 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -7250841.500000 Penalty: 5382.146973
	Iteration 45Q: 3 clusters Score -7250842 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -7250846.000000 Penalty: 5382.146973
	Iteration 46Q: 3 clusters Score -7250846 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -7250876.000000 Penalty: 5382.146973
	Iteration 47Q: 3 clusters Score -7250876 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49861 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -7250886.500000 Penalty: 5382.146973
	Iteration 48Q: 3 clusters Score -7250886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7250904.500000 Penalty: 5382.146973
	Iteration 49Q: 3 clusters Score -7250904 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7250915.500000 Penalty: 5382.146973
	Iteration 50Q: 3 clusters Score -7250916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -7250913.500000 Penalty: 5382.146973
	Iteration 51Q: 3 clusters Score -7250914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50010 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -7250933.000000 Penalty: 5382.146973
	Iteration 52Q: 3 clusters Score -7250933 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50047 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -7250949.500000 Penalty: 5382.146973
	Iteration 53Q: 3 clusters Score -7250950 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -7250968.500000 Penalty: 5382.146973
	Iteration 54Q: 3 clusters Score -7250968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50125 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7250973.500000 Penalty: 5382.146973
	Iteration 55Q: 3 clusters Score -7250974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -7250972.000000 Penalty: 5382.146973
	Iteration 56Q: 3 clusters Score -7250972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -7250983.000000 Penalty: 5382.146973
	Iteration 57Q: 3 clusters Score -7250983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7251001.500000 Penalty: 5382.146973
	Iteration 58Q: 3 clusters Score -7251002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -7250998.500000 Penalty: 5382.146973
	Iteration 59Q: 3 clusters Score -7250998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -7251011.500000 Penalty: 5382.146973
	Iteration 60F: 3 clusters Score -7251012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -7251024.500000 Penalty: 5382.146973
	Iteration 61Q: 3 clusters Score -7251024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7251034.000000 Penalty: 5382.146973
	Iteration 62Q: 3 clusters Score -7251034 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50355 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -7251053.000000 Penalty: 5382.146973
	Iteration 63Q: 3 clusters Score -7251053 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -7251082.500000 Penalty: 5382.146973
	Iteration 64Q: 3 clusters Score -7251082 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7251105.000000 Penalty: 5382.146973
	Iteration 65Q: 3 clusters Score -7251105 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -7251113.500000 Penalty: 5382.146973
	Iteration 66Q: 3 clusters Score -7251114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7251126.000000 Penalty: 5382.146973
	Iteration 67Q: 3 clusters Score -7251126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7251153.000000 Penalty: 5382.146973
	Iteration 68Q: 3 clusters Score -7251153 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7251160.000000 Penalty: 5382.146973
	Iteration 69Q: 3 clusters Score -7251160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50555 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7251158.000000 Penalty: 5382.146973
	Iteration 70Q: 3 clusters Score -7251158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7251159.000000 Penalty: 5382.146973
	Iteration 71Q: 3 clusters Score -7251159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7251164.000000 Penalty: 5382.146973
	Iteration 72Q: 3 clusters Score -7251164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -7251161.000000 Penalty: 5382.146973
	Iteration 73Q: 3 clusters Score -7251161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50580 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7251160.500000 Penalty: 5382.146973
	Iteration 74Q: 3 clusters Score -7251160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7251162.000000 Penalty: 5382.146973
	Iteration 75Q: 3 clusters Score -7251162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7251162.000000 Penalty: 5382.146973
	Iteration 76F: 3 clusters Score -7251162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (84480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84480 members 
Entering Unmasked Estep 
Score: -11657035.000000 Penalty: 2813.378906
	Iteration 0F: 2 clusters Score -1.165704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -11600389.000000 Penalty: 5626.757812
	Iteration 0F: 3 clusters Score -1.160039e+07 nChanged 39655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -11623213.000000 Penalty: 5626.757812
	Iteration 1F: 3 clusters Score -1.162321e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -11624227.000000 Penalty: 5626.757812
	Iteration 2Q: 3 clusters Score -1.162423e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -11625355.000000 Penalty: 5626.757812
	Iteration 3Q: 3 clusters Score -1.162536e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -11626870.000000 Penalty: 5626.757812
	Iteration 4Q: 3 clusters Score -1.162687e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -11628605.000000 Penalty: 5626.757812
	Iteration 5Q: 3 clusters Score -1.16286e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -11630802.000000 Penalty: 5626.757812
	Iteration 6F: 3 clusters Score -1.16308e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 49163 members 
Entering Unmasked Estep 
Score: -11633928.000000 Penalty: 5626.757812
	Iteration 7F: 3 clusters Score -1.163393e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 52493 members 
Entering Unmasked Estep 
Score: -11638117.000000 Penalty: 5626.757812
	Iteration 8F: 3 clusters Score -1.163812e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 56057 members 
Entering Unmasked Estep 
Score: -11642982.000000 Penalty: 5626.757812
	Iteration 9F: 3 clusters Score -1.164298e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 58874 members 
Entering Unmasked Estep 
Score: -11646640.000000 Penalty: 5626.757812
	Iteration 10F: 3 clusters Score -1.164664e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 60807 members 
Entering Unmasked Estep 
Score: -11648575.000000 Penalty: 5626.757812
	Iteration 11Q: 3 clusters Score -1.164858e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 62215 members 
Entering Unmasked Estep 
Score: -11649620.000000 Penalty: 5626.757812
	Iteration 12Q: 3 clusters Score -1.164962e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 63302 members 
Entering Unmasked Estep 
Score: -11650218.000000 Penalty: 5626.757812
	Iteration 13Q: 3 clusters Score -1.165022e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 64195 members 
Entering Unmasked Estep 
Score: -11650620.000000 Penalty: 5626.757812
	Iteration 14Q: 3 clusters Score -1.165062e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 64951 members 
Entering Unmasked Estep 
Score: -11650920.000000 Penalty: 5626.757812
	Iteration 15Q: 3 clusters Score -1.165092e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 65590 members 
Entering Unmasked Estep 
Score: -11651140.000000 Penalty: 5626.757812
	Iteration 16Q: 3 clusters Score -1.165114e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 66176 members 
Entering Unmasked Estep 
Score: -11651274.000000 Penalty: 5626.757812
	Iteration 17Q: 3 clusters Score -1.165127e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 66717 members 
Entering Unmasked Estep 
Score: -11651441.000000 Penalty: 5626.757812
	Iteration 18Q: 3 clusters Score -1.165144e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 67242 members 
Entering Unmasked Estep 
Score: -11651578.000000 Penalty: 5626.757812
	Iteration 19Q: 3 clusters Score -1.165158e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 67708 members 
Entering Unmasked Estep 
Score: -11651659.000000 Penalty: 5626.757812
	Iteration 20F: 3 clusters Score -1.165166e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 68107 members 
Entering Unmasked Estep 
Score: -11651793.000000 Penalty: 5626.757812
	Iteration 21Q: 3 clusters Score -1.165179e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 68473 members 
Entering Unmasked Estep 
Score: -11651870.000000 Penalty: 5626.757812
	Iteration 22Q: 3 clusters Score -1.165187e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 68836 members 
Entering Unmasked Estep 
Score: -11651933.000000 Penalty: 5626.757812
	Iteration 23Q: 3 clusters Score -1.165193e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 69204 members 
Entering Unmasked Estep 
Score: -11651986.000000 Penalty: 5626.757812
	Iteration 24Q: 3 clusters Score -1.165199e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 69558 members 
Entering Unmasked Estep 
Score: -11652073.000000 Penalty: 5626.757812
	Iteration 25Q: 3 clusters Score -1.165207e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 69891 members 
Entering Unmasked Estep 
Score: -11652097.000000 Penalty: 5626.757812
	Iteration 26Q: 3 clusters Score -1.16521e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 70210 members 
Entering Unmasked Estep 
Score: -11652152.000000 Penalty: 5626.757812
	Iteration 27Q: 3 clusters Score -1.165215e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 70536 members 
Entering Unmasked Estep 
Score: -11652185.000000 Penalty: 5626.757812
	Iteration 28Q: 3 clusters Score -1.165218e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 70858 members 
Entering Unmasked Estep 
Score: -11652224.000000 Penalty: 5626.757812
	Iteration 29Q: 3 clusters Score -1.165222e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 71130 members 
Entering Unmasked Estep 
Score: -11652229.000000 Penalty: 5626.757812
	Iteration 30Q: 3 clusters Score -1.165223e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 71378 members 
Entering Unmasked Estep 
Score: -11652275.000000 Penalty: 5626.757812
	Iteration 31Q: 3 clusters Score -1.165228e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 71641 members 
Entering Unmasked Estep 
Score: -11652304.000000 Penalty: 5626.757812
	Iteration 32Q: 3 clusters Score -1.16523e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 71897 members 
Entering Unmasked Estep 
Score: -11652340.000000 Penalty: 5626.757812
	Iteration 33Q: 3 clusters Score -1.165234e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 72153 members 
Entering Unmasked Estep 
Score: -11652367.000000 Penalty: 5626.757812
	Iteration 34Q: 3 clusters Score -1.165237e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 72433 members 
Entering Unmasked Estep 
Score: -11652436.000000 Penalty: 5626.757812
	Iteration 35Q: 3 clusters Score -1.165244e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 72739 members 
Entering Unmasked Estep 
Score: -11652494.000000 Penalty: 5626.757812
	Iteration 36Q: 3 clusters Score -1.165249e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 73012 members 
Entering Unmasked Estep 
Score: -11652517.000000 Penalty: 5626.757812
	Iteration 37Q: 3 clusters Score -1.165252e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 73284 members 
Entering Unmasked Estep 
Score: -11652567.000000 Penalty: 5626.757812
	Iteration 38Q: 3 clusters Score -1.165257e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 73555 members 
Entering Unmasked Estep 
Score: -11652607.000000 Penalty: 5626.757812
	Iteration 39Q: 3 clusters Score -1.165261e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 73823 members 
Entering Unmasked Estep 
Score: -11652631.000000 Penalty: 5626.757812
	Iteration 40F: 3 clusters Score -1.165263e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 74106 members 
Entering Unmasked Estep 
Score: -11652683.000000 Penalty: 5626.757812
	Iteration 41Q: 3 clusters Score -1.165268e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 74364 members 
Entering Unmasked Estep 
Score: -11652742.000000 Penalty: 5626.757812
	Iteration 42Q: 3 clusters Score -1.165274e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 74641 members 
Entering Unmasked Estep 
Score: -11652785.000000 Penalty: 5626.757812
	Iteration 43Q: 3 clusters Score -1.165278e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 74901 members 
Entering Unmasked Estep 
Score: -11652824.000000 Penalty: 5626.757812
	Iteration 44Q: 3 clusters Score -1.165282e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 75158 members 
Entering Unmasked Estep 
Score: -11652875.000000 Penalty: 5626.757812
	Iteration 45Q: 3 clusters Score -1.165288e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 75427 members 
Entering Unmasked Estep 
Score: -11652957.000000 Penalty: 5626.757812
	Iteration 46Q: 3 clusters Score -1.165296e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 75703 members 
Entering Unmasked Estep 
Score: -11652964.000000 Penalty: 5626.757812
	Iteration 47Q: 3 clusters Score -1.165296e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 76000 members 
Entering Unmasked Estep 
Score: -11653025.000000 Penalty: 5626.757812
	Iteration 48Q: 3 clusters Score -1.165302e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 76286 members 
Entering Unmasked Estep 
Score: -11653073.000000 Penalty: 5626.757812
	Iteration 49Q: 3 clusters Score -1.165307e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 76575 members 
Entering Unmasked Estep 
Score: -11653112.000000 Penalty: 5626.757812
	Iteration 50Q: 3 clusters Score -1.165311e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 76899 members 
Entering Unmasked Estep 
Score: -11653201.000000 Penalty: 5626.757812
	Iteration 51Q: 3 clusters Score -1.16532e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 77222 members 
Entering Unmasked Estep 
Score: -11653248.000000 Penalty: 5626.757812
	Iteration 52Q: 3 clusters Score -1.165325e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 77531 members 
Entering Unmasked Estep 
Score: -11653369.000000 Penalty: 5626.757812
	Iteration 53Q: 3 clusters Score -1.165337e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 77852 members 
Entering Unmasked Estep 
Score: -11653451.000000 Penalty: 5626.757812
	Iteration 54Q: 3 clusters Score -1.165345e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 78142 members 
Entering Unmasked Estep 
Score: -11653561.000000 Penalty: 5626.757812
	Iteration 55Q: 3 clusters Score -1.165356e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 78440 members 
Entering Unmasked Estep 
Score: -11653643.000000 Penalty: 5626.757812
	Iteration 56Q: 3 clusters Score -1.165364e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 78717 members 
Entering Unmasked Estep 
Score: -11653737.000000 Penalty: 5626.757812
	Iteration 57Q: 3 clusters Score -1.165374e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 79008 members 
Entering Unmasked Estep 
Score: -11653857.000000 Penalty: 5626.757812
	Iteration 58Q: 3 clusters Score -1.165386e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 79298 members 
Entering Unmasked Estep 
Score: -11654009.000000 Penalty: 5626.757812
	Iteration 59Q: 3 clusters Score -1.165401e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 79578 members 
Entering Unmasked Estep 
Score: -11654138.000000 Penalty: 5626.757812
	Iteration 60F: 3 clusters Score -1.165414e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 79871 members 
Entering Unmasked Estep 
Score: -11654238.000000 Penalty: 5626.757812
	Iteration 61Q: 3 clusters Score -1.165424e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 80127 members 
Entering Unmasked Estep 
Score: -11654405.000000 Penalty: 5626.757812
	Iteration 62Q: 3 clusters Score -1.16544e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 80368 members 
Entering Unmasked Estep 
Score: -11654555.000000 Penalty: 5626.757812
	Iteration 63Q: 3 clusters Score -1.165456e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 80573 members 
Entering Unmasked Estep 
Score: -11654729.000000 Penalty: 5626.757812
	Iteration 64Q: 3 clusters Score -1.165473e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 80766 members 
Entering Unmasked Estep 
Score: -11654873.000000 Penalty: 5626.757812
	Iteration 65Q: 3 clusters Score -1.165487e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 80915 members 
Entering Unmasked Estep 
Score: -11654974.000000 Penalty: 5626.757812
	Iteration 66Q: 3 clusters Score -1.165497e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 81025 members 
Entering Unmasked Estep 
Score: -11655077.000000 Penalty: 5626.757812
	Iteration 67Q: 3 clusters Score -1.165508e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 81109 members 
Entering Unmasked Estep 
Score: -11655116.000000 Penalty: 5626.757812
	Iteration 68Q: 3 clusters Score -1.165512e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 81182 members 
Entering Unmasked Estep 
Score: -11655160.000000 Penalty: 5626.757812
	Iteration 69Q: 3 clusters Score -1.165516e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 81247 members 
Entering Unmasked Estep 
Score: -11655178.000000 Penalty: 5626.757812
	Iteration 70Q: 3 clusters Score -1.165518e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 81301 members 
Entering Unmasked Estep 
Score: -11655222.000000 Penalty: 5626.757812
	Iteration 71Q: 3 clusters Score -1.165522e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 81336 members 
Entering Unmasked Estep 
Score: -11655229.000000 Penalty: 5626.757812
	Iteration 72Q: 3 clusters Score -1.165523e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 81357 members 
Entering Unmasked Estep 
Score: -11655257.000000 Penalty: 5626.757812
	Iteration 73Q: 3 clusters Score -1.165526e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 81383 members 
Entering Unmasked Estep 
Score: -11655267.000000 Penalty: 5626.757812
	Iteration 74Q: 3 clusters Score -1.165527e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 81418 members 
Entering Unmasked Estep 
Score: -11655314.000000 Penalty: 5626.757812
	Iteration 75Q: 3 clusters Score -1.165531e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 81440 members 
Entering Unmasked Estep 
Score: -11655303.000000 Penalty: 5626.757812
	Iteration 76Q: 3 clusters Score -1.16553e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 81455 members 
Entering Unmasked Estep 
Score: -11655294.000000 Penalty: 5626.757812
	Iteration 77Q: 3 clusters Score -1.165529e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 81464 members 
Entering Unmasked Estep 
Score: -11655290.000000 Penalty: 5626.757812
	Iteration 78Q: 3 clusters Score -1.165529e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 81477 members 
Entering Unmasked Estep 
Score: -11655304.000000 Penalty: 5626.757812
	Iteration 79Q: 3 clusters Score -1.16553e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 81488 members 
Entering Unmasked Estep 
Score: -11655299.000000 Penalty: 5626.757812
	Iteration 80F: 3 clusters Score -1.16553e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 81496 members 
Entering Unmasked Estep 
Score: -11655303.000000 Penalty: 5626.757812
	Iteration 81Q: 3 clusters Score -1.16553e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 81500 members 
Entering Unmasked Estep 
Score: -11655298.000000 Penalty: 5626.757812
	Iteration 82Q: 3 clusters Score -1.16553e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 81501 members 
Entering Unmasked Estep 
Score: -11655283.000000 Penalty: 5626.757812
	Iteration 83Q: 3 clusters Score -1.165528e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 81507 members 
Entering Unmasked Estep 
Score: -11655291.000000 Penalty: 5626.757812
	Iteration 84Q: 3 clusters Score -1.165529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 81508 members 
Entering Unmasked Estep 
Score: -11655298.000000 Penalty: 5626.757812
	Iteration 85Q: 3 clusters Score -1.16553e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 81503 members 
Entering Unmasked Estep 
Score: -11655297.000000 Penalty: 5626.757812
	Iteration 86Q: 3 clusters Score -1.16553e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 81505 members 
Entering Unmasked Estep 
Score: -11655316.000000 Penalty: 5626.757812
	Iteration 87Q: 3 clusters Score -1.165532e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 81507 members 
Entering Unmasked Estep 
Score: -11655327.000000 Penalty: 5626.757812
	Iteration 88Q: 3 clusters Score -1.165533e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 81518 members 
Entering Unmasked Estep 
Score: -11655323.000000 Penalty: 5626.757812
	Iteration 89Q: 3 clusters Score -1.165532e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 81522 members 
Entering Unmasked Estep 
Score: -11655335.000000 Penalty: 5626.757812
	Iteration 90Q: 3 clusters Score -1.165534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 81527 members 
Entering Unmasked Estep 
Score: -11655337.000000 Penalty: 5626.757812
	Iteration 91Q: 3 clusters Score -1.165534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 81527 members 
Entering Unmasked Estep 
Score: -11655335.000000 Penalty: 5626.757812
	Iteration 92Q: 3 clusters Score -1.165534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 81525 members 
Entering Unmasked Estep 
Score: -11655333.000000 Penalty: 5626.757812
	Iteration 93Q: 3 clusters Score -1.165533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 81524 members 
Entering Unmasked Estep 
Score: -11655336.000000 Penalty: 5626.757812
	Iteration 94Q: 3 clusters Score -1.165534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 81525 members 
Entering Unmasked Estep 
Score: -11655333.000000 Penalty: 5626.757812
	Iteration 95Q: 3 clusters Score -1.165533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 81526 members 
Entering Unmasked Estep 
Score: -11655335.000000 Penalty: 5626.757812
	Iteration 96Q: 3 clusters Score -1.165534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 81526 members 
Entering Unmasked Estep 
Score: -11655335.000000 Penalty: 5626.757812
	Iteration 97F: 3 clusters Score -1.165534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Entering Unmasked Estep 
Score: -5388473.500000 Penalty: 2617.175537
	Iteration 0F: 2 clusters Score -5388474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -5362465.000000 Penalty: 5234.351074
	Iteration 0F: 3 clusters Score -5362465 nChanged 17414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -5372170.500000 Penalty: 5234.351074
	Iteration 1F: 3 clusters Score -5372170 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -5372899.000000 Penalty: 5234.351074
	Iteration 2F: 3 clusters Score -5372899 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -5373792.000000 Penalty: 5234.351074
	Iteration 3F: 3 clusters Score -5373792 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -5374953.500000 Penalty: 5234.351074
	Iteration 4F: 3 clusters Score -5374954 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -5376593.500000 Penalty: 5234.351074
	Iteration 5F: 3 clusters Score -5376594 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -5378726.000000 Penalty: 5234.351074
	Iteration 6F: 3 clusters Score -5378726 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -5381139.000000 Penalty: 5234.351074
	Iteration 7F: 3 clusters Score -5381139 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -5383259.000000 Penalty: 5234.351074
	Iteration 8F: 3 clusters Score -5383259 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -5384517.000000 Penalty: 5234.351074
	Iteration 9Q: 3 clusters Score -5384517 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -5385124.000000 Penalty: 5234.351074
	Iteration 10Q: 3 clusters Score -5385124 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -5385429.500000 Penalty: 5234.351074
	Iteration 11Q: 3 clusters Score -5385430 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -5385611.000000 Penalty: 5234.351074
	Iteration 12Q: 3 clusters Score -5385611 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -5385717.000000 Penalty: 5234.351074
	Iteration 13Q: 3 clusters Score -5385717 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -5385797.500000 Penalty: 5234.351074
	Iteration 14Q: 3 clusters Score -5385798 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -5385895.500000 Penalty: 5234.351074
	Iteration 15Q: 3 clusters Score -5385896 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -5385954.000000 Penalty: 5234.351074
	Iteration 16Q: 3 clusters Score -5385954 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -5385994.000000 Penalty: 5234.351074
	Iteration 17Q: 3 clusters Score -5385994 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -5386042.500000 Penalty: 5234.351074
	Iteration 18Q: 3 clusters Score -5386042 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -5386083.000000 Penalty: 5234.351074
	Iteration 19Q: 3 clusters Score -5386083 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -5386125.000000 Penalty: 5234.351074
	Iteration 20F: 3 clusters Score -5386125 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -5386167.000000 Penalty: 5234.351074
	Iteration 21Q: 3 clusters Score -5386167 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -5386182.000000 Penalty: 5234.351074
	Iteration 22Q: 3 clusters Score -5386182 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -5386207.500000 Penalty: 5234.351074
	Iteration 23Q: 3 clusters Score -5386208 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -5386238.500000 Penalty: 5234.351074
	Iteration 24Q: 3 clusters Score -5386238 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -5386247.500000 Penalty: 5234.351074
	Iteration 25Q: 3 clusters Score -5386248 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -5386258.500000 Penalty: 5234.351074
	Iteration 26Q: 3 clusters Score -5386258 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -5386270.500000 Penalty: 5234.351074
	Iteration 27Q: 3 clusters Score -5386270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -5386267.500000 Penalty: 5234.351074
	Iteration 28Q: 3 clusters Score -5386268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -5386272.000000 Penalty: 5234.351074
	Iteration 29Q: 3 clusters Score -5386272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -5386280.000000 Penalty: 5234.351074
	Iteration 30Q: 3 clusters Score -5386280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -5386286.500000 Penalty: 5234.351074
	Iteration 31Q: 3 clusters Score -5386286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -5386281.500000 Penalty: 5234.351074
	Iteration 32Q: 3 clusters Score -5386282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -5386283.500000 Penalty: 5234.351074
	Iteration 33Q: 3 clusters Score -5386284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -5386285.000000 Penalty: 5234.351074
	Iteration 34Q: 3 clusters Score -5386285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -5386285.500000 Penalty: 5234.351074
	Iteration 35Q: 3 clusters Score -5386286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -5386284.000000 Penalty: 5234.351074
	Iteration 36Q: 3 clusters Score -5386284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -5386284.000000 Penalty: 5234.351074
	Iteration 37F: 3 clusters Score -5386284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (69494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69494 members 
Entering Unmasked Estep 
Score: -9729383.000000 Penalty: 2764.950928
	Iteration 0F: 2 clusters Score -9729383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -9682721.000000 Penalty: 5529.901855
	Iteration 0F: 3 clusters Score -9682721 nChanged 32486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -9701144.000000 Penalty: 5529.901855
	Iteration 1F: 3 clusters Score -9701144 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -9702007.000000 Penalty: 5529.901855
	Iteration 2Q: 3 clusters Score -9702007 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -9703087.000000 Penalty: 5529.901855
	Iteration 3Q: 3 clusters Score -9703087 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -9704579.000000 Penalty: 5529.901855
	Iteration 4Q: 3 clusters Score -9704579 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -9706815.000000 Penalty: 5529.901855
	Iteration 5F: 3 clusters Score -9706815 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -9710231.000000 Penalty: 5529.901855
	Iteration 6F: 3 clusters Score -9710231 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 54660 members 
Entering Unmasked Estep 
Score: -9714664.000000 Penalty: 5529.901855
	Iteration 7F: 3 clusters Score -9714664 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 59473 members 
Entering Unmasked Estep 
Score: -9719261.000000 Penalty: 5529.901855
	Iteration 8F: 3 clusters Score -9719261 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 63094 members 
Entering Unmasked Estep 
Score: -9722607.000000 Penalty: 5529.901855
	Iteration 9F: 3 clusters Score -9722607 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 65298 members 
Entering Unmasked Estep 
Score: -9724640.000000 Penalty: 5529.901855
	Iteration 10Q: 3 clusters Score -9724640 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 66552 members 
Entering Unmasked Estep 
Score: -9725721.000000 Penalty: 5529.901855
	Iteration 11Q: 3 clusters Score -9725721 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 67211 members 
Entering Unmasked Estep 
Score: -9726303.000000 Penalty: 5529.901855
	Iteration 12Q: 3 clusters Score -9726303 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 67593 members 
Entering Unmasked Estep 
Score: -9726595.000000 Penalty: 5529.901855
	Iteration 13Q: 3 clusters Score -9726595 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 67827 members 
Entering Unmasked Estep 
Score: -9726787.000000 Penalty: 5529.901855
	Iteration 14Q: 3 clusters Score -9726787 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 68004 members 
Entering Unmasked Estep 
Score: -9726926.000000 Penalty: 5529.901855
	Iteration 15Q: 3 clusters Score -9726926 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 68134 members 
Entering Unmasked Estep 
Score: -9727045.000000 Penalty: 5529.901855
	Iteration 16Q: 3 clusters Score -9727045 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 68224 members 
Entering Unmasked Estep 
Score: -9727115.000000 Penalty: 5529.901855
	Iteration 17Q: 3 clusters Score -9727115 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 68281 members 
Entering Unmasked Estep 
Score: -9727150.000000 Penalty: 5529.901855
	Iteration 18Q: 3 clusters Score -9727150 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 68317 members 
Entering Unmasked Estep 
Score: -9727168.000000 Penalty: 5529.901855
	Iteration 19Q: 3 clusters Score -9727168 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 68359 members 
Entering Unmasked Estep 
Score: -9727202.000000 Penalty: 5529.901855
	Iteration 20F: 3 clusters Score -9727202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 68379 members 
Entering Unmasked Estep 
Score: -9727202.000000 Penalty: 5529.901855
	Iteration 21Q: 3 clusters Score -9727202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 68396 members 
Entering Unmasked Estep 
Score: -9727199.000000 Penalty: 5529.901855
	Iteration 22Q: 3 clusters Score -9727199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 68409 members 
Entering Unmasked Estep 
Score: -9727196.000000 Penalty: 5529.901855
	Iteration 23Q: 3 clusters Score -9727196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 68419 members 
Entering Unmasked Estep 
Score: -9727216.000000 Penalty: 5529.901855
	Iteration 24Q: 3 clusters Score -9727216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 68435 members 
Entering Unmasked Estep 
Score: -9727218.000000 Penalty: 5529.901855
	Iteration 25Q: 3 clusters Score -9727218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 68452 members 
Entering Unmasked Estep 
Score: -9727219.000000 Penalty: 5529.901855
	Iteration 26Q: 3 clusters Score -9727219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 68466 members 
Entering Unmasked Estep 
Score: -9727227.000000 Penalty: 5529.901855
	Iteration 27Q: 3 clusters Score -9727227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 68473 members 
Entering Unmasked Estep 
Score: -9727225.000000 Penalty: 5529.901855
	Iteration 28Q: 3 clusters Score -9727225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 68481 members 
Entering Unmasked Estep 
Score: -9727242.000000 Penalty: 5529.901855
	Iteration 29Q: 3 clusters Score -9727242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 68484 members 
Entering Unmasked Estep 
Score: -9727235.000000 Penalty: 5529.901855
	Iteration 30Q: 3 clusters Score -9727235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 68488 members 
Entering Unmasked Estep 
Score: -9727229.000000 Penalty: 5529.901855
	Iteration 31Q: 3 clusters Score -9727229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 68492 members 
Entering Unmasked Estep 
Score: -9727240.000000 Penalty: 5529.901855
	Iteration 32Q: 3 clusters Score -9727240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 68495 members 
Entering Unmasked Estep 
Score: -9727236.000000 Penalty: 5529.901855
	Iteration 33Q: 3 clusters Score -9727236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 68498 members 
Entering Unmasked Estep 
Score: -9727240.000000 Penalty: 5529.901855
	Iteration 34Q: 3 clusters Score -9727240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 68500 members 
Entering Unmasked Estep 
Score: -9727238.000000 Penalty: 5529.901855
	Iteration 35Q: 3 clusters Score -9727238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 68503 members 
Entering Unmasked Estep 
Score: -9727237.000000 Penalty: 5529.901855
	Iteration 36Q: 3 clusters Score -9727237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 68508 members 
Entering Unmasked Estep 
Score: -9727260.000000 Penalty: 5529.901855
	Iteration 37Q: 3 clusters Score -9727260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 68510 members 
Entering Unmasked Estep 
Score: -9727259.000000 Penalty: 5529.901855
	Iteration 38Q: 3 clusters Score -9727259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 68514 members 
Entering Unmasked Estep 
Score: -9727254.000000 Penalty: 5529.901855
	Iteration 39Q: 3 clusters Score -9727254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 68517 members 
Entering Unmasked Estep 
Score: -9727249.000000 Penalty: 5529.901855
	Iteration 40F: 3 clusters Score -9727249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 68518 members 
Entering Unmasked Estep 
Score: -9727250.000000 Penalty: 5529.901855
	Iteration 41Q: 3 clusters Score -9727250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -9727246.000000 Penalty: 5529.901855
	Iteration 42Q: 3 clusters Score -9727246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 68528 members 
Entering Unmasked Estep 
Score: -9727252.000000 Penalty: 5529.901855
	Iteration 43Q: 3 clusters Score -9727252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 68532 members 
Entering Unmasked Estep 
Score: -9727251.000000 Penalty: 5529.901855
	Iteration 44Q: 3 clusters Score -9727251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 68534 members 
Entering Unmasked Estep 
Score: -9727253.000000 Penalty: 5529.901855
	Iteration 45Q: 3 clusters Score -9727253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 68536 members 
Entering Unmasked Estep 
Score: -9727253.000000 Penalty: 5529.901855
	Iteration 46Q: 3 clusters Score -9727253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 68539 members 
Entering Unmasked Estep 
Score: -9727256.000000 Penalty: 5529.901855
	Iteration 47Q: 3 clusters Score -9727256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 68541 members 
Entering Unmasked Estep 
Score: -9727258.000000 Penalty: 5529.901855
	Iteration 48Q: 3 clusters Score -9727258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 68544 members 
Entering Unmasked Estep 
Score: -9727248.000000 Penalty: 5529.901855
	Iteration 49Q: 3 clusters Score -9727248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 68546 members 
Entering Unmasked Estep 
Score: -9727263.000000 Penalty: 5529.901855
	Iteration 50Q: 3 clusters Score -9727263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 68547 members 
Entering Unmasked Estep 
Score: -9727262.000000 Penalty: 5529.901855
	Iteration 51Q: 3 clusters Score -9727262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 68546 members 
Entering Unmasked Estep 
Score: -9727266.000000 Penalty: 5529.901855
	Iteration 52Q: 3 clusters Score -9727266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 68546 members 
Entering Unmasked Estep 
Score: -9727266.000000 Penalty: 5529.901855
	Iteration 53F: 3 clusters Score -9727266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (143018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143018 members 
Entering Unmasked Estep 
Score: -19890394.000000 Penalty: 2943.939941
	Iteration 0F: 2 clusters Score -1.989039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71329 members 
Mstep: Class 2 contains 71689 members 
Entering Unmasked Estep 
Score: -19798402.000000 Penalty: 5887.879883
	Iteration 0F: 3 clusters Score -1.97984e+07 nChanged 68262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68559 members 
Mstep: Class 2 contains 74459 members 
Entering Unmasked Estep 
Score: -19838076.000000 Penalty: 5887.879883
	Iteration 1F: 3 clusters Score -1.983808e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66399 members 
Mstep: Class 2 contains 76619 members 
Entering Unmasked Estep 
Score: -19839128.000000 Penalty: 5887.879883
	Iteration 2Q: 3 clusters Score -1.983913e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63194 members 
Mstep: Class 2 contains 79824 members 
Entering Unmasked Estep 
Score: -19840432.000000 Penalty: 5887.879883
	Iteration 3Q: 3 clusters Score -1.984043e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58220 members 
Mstep: Class 2 contains 84798 members 
Entering Unmasked Estep 
Score: -19843176.000000 Penalty: 5887.879883
	Iteration 4Q: 3 clusters Score -1.984318e+07 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 91959 members 
Entering Unmasked Estep 
Score: -19847596.000000 Penalty: 5887.879883
	Iteration 5F: 3 clusters Score -1.98476e+07 nChanged 10297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 101362 members 
Entering Unmasked Estep 
Score: -19854842.000000 Penalty: 5887.879883
	Iteration 6F: 3 clusters Score -1.985484e+07 nChanged 11673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 112269 members 
Entering Unmasked Estep 
Score: -19864980.000000 Penalty: 5887.879883
	Iteration 7F: 3 clusters Score -1.986498e+07 nChanged 10967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 122870 members 
Entering Unmasked Estep 
Score: -19874730.000000 Penalty: 5887.879883
	Iteration 8F: 3 clusters Score -1.987473e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 130862 members 
Entering Unmasked Estep 
Score: -19881116.000000 Penalty: 5887.879883
	Iteration 9F: 3 clusters Score -1.988112e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 135563 members 
Entering Unmasked Estep 
Score: -19884362.000000 Penalty: 5887.879883
	Iteration 10Q: 3 clusters Score -1.988436e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 138065 members 
Entering Unmasked Estep 
Score: -19885944.000000 Penalty: 5887.879883
	Iteration 11Q: 3 clusters Score -1.988594e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 139467 members 
Entering Unmasked Estep 
Score: -19886716.000000 Penalty: 5887.879883
	Iteration 12Q: 3 clusters Score -1.988672e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 140312 members 
Entering Unmasked Estep 
Score: -19887116.000000 Penalty: 5887.879883
	Iteration 13Q: 3 clusters Score -1.988712e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 140873 members 
Entering Unmasked Estep 
Score: -19887394.000000 Penalty: 5887.879883
	Iteration 14Q: 3 clusters Score -1.988739e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 141240 members 
Entering Unmasked Estep 
Score: -19887560.000000 Penalty: 5887.879883
	Iteration 15Q: 3 clusters Score -1.988756e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 141503 members 
Entering Unmasked Estep 
Score: -19887672.000000 Penalty: 5887.879883
	Iteration 16Q: 3 clusters Score -1.988767e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 141688 members 
Entering Unmasked Estep 
Score: -19887784.000000 Penalty: 5887.879883
	Iteration 17Q: 3 clusters Score -1.988778e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 141816 members 
Entering Unmasked Estep 
Score: -19887882.000000 Penalty: 5887.879883
	Iteration 18Q: 3 clusters Score -1.988788e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 141905 members 
Entering Unmasked Estep 
Score: -19887916.000000 Penalty: 5887.879883
	Iteration 19Q: 3 clusters Score -1.988792e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 141980 members 
Entering Unmasked Estep 
Score: -19887930.000000 Penalty: 5887.879883
	Iteration 20F: 3 clusters Score -1.988793e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 142041 members 
Entering Unmasked Estep 
Score: -19887944.000000 Penalty: 5887.879883
	Iteration 21Q: 3 clusters Score -1.988794e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 142076 members 
Entering Unmasked Estep 
Score: -19887968.000000 Penalty: 5887.879883
	Iteration 22Q: 3 clusters Score -1.988797e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 142102 members 
Entering Unmasked Estep 
Score: -19887984.000000 Penalty: 5887.879883
	Iteration 23Q: 3 clusters Score -1.988798e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 142129 members 
Entering Unmasked Estep 
Score: -19887980.000000 Penalty: 5887.879883
	Iteration 24Q: 3 clusters Score -1.988798e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 142148 members 
Entering Unmasked Estep 
Score: -19887998.000000 Penalty: 5887.879883
	Iteration 25Q: 3 clusters Score -1.9888e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 142159 members 
Entering Unmasked Estep 
Score: -19888022.000000 Penalty: 5887.879883
	Iteration 26Q: 3 clusters Score -1.988802e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 142176 members 
Entering Unmasked Estep 
Score: -19888040.000000 Penalty: 5887.879883
	Iteration 27Q: 3 clusters Score -1.988804e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 142194 members 
Entering Unmasked Estep 
Score: -19888056.000000 Penalty: 5887.879883
	Iteration 28Q: 3 clusters Score -1.988806e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 142214 members 
Entering Unmasked Estep 
Score: -19888072.000000 Penalty: 5887.879883
	Iteration 29Q: 3 clusters Score -1.988807e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 142234 members 
Entering Unmasked Estep 
Score: -19888086.000000 Penalty: 5887.879883
	Iteration 30Q: 3 clusters Score -1.988809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 142240 members 
Entering Unmasked Estep 
Score: -19888102.000000 Penalty: 5887.879883
	Iteration 31Q: 3 clusters Score -1.98881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 142249 members 
Entering Unmasked Estep 
Score: -19888088.000000 Penalty: 5887.879883
	Iteration 32Q: 3 clusters Score -1.988809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 142262 members 
Entering Unmasked Estep 
Score: -19888092.000000 Penalty: 5887.879883
	Iteration 33Q: 3 clusters Score -1.988809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 142270 members 
Entering Unmasked Estep 
Score: -19888092.000000 Penalty: 5887.879883
	Iteration 34Q: 3 clusters Score -1.988809e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 142279 members 
Entering Unmasked Estep 
Score: -19888104.000000 Penalty: 5887.879883
	Iteration 35Q: 3 clusters Score -1.98881e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 142287 members 
Entering Unmasked Estep 
Score: -19888122.000000 Penalty: 5887.879883
	Iteration 36Q: 3 clusters Score -1.988812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 142293 members 
Entering Unmasked Estep 
Score: -19888120.000000 Penalty: 5887.879883
	Iteration 37Q: 3 clusters Score -1.988812e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 142303 members 
Entering Unmasked Estep 
Score: -19888124.000000 Penalty: 5887.879883
	Iteration 38Q: 3 clusters Score -1.988812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 142310 members 
Entering Unmasked Estep 
Score: -19888122.000000 Penalty: 5887.879883
	Iteration 39Q: 3 clusters Score -1.988812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 142315 members 
Entering Unmasked Estep 
Score: -19888138.000000 Penalty: 5887.879883
	Iteration 40F: 3 clusters Score -1.988814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 142320 members 
Entering Unmasked Estep 
Score: -19888114.000000 Penalty: 5887.879883
	Iteration 41Q: 3 clusters Score -1.988811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 142321 members 
Entering Unmasked Estep 
Score: -19888114.000000 Penalty: 5887.879883
	Iteration 42Q: 3 clusters Score -1.988811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 142325 members 
Entering Unmasked Estep 
Score: -19888124.000000 Penalty: 5887.879883
	Iteration 43Q: 3 clusters Score -1.988812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 142327 members 
Entering Unmasked Estep 
Score: -19888118.000000 Penalty: 5887.879883
	Iteration 44Q: 3 clusters Score -1.988812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 142328 members 
Entering Unmasked Estep 
Score: -19888122.000000 Penalty: 5887.879883
	Iteration 45Q: 3 clusters Score -1.988812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 142328 members 
Entering Unmasked Estep 
Score: -19888122.000000 Penalty: 5887.879883
	Iteration 46F: 3 clusters Score -1.988812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Entering Unmasked Estep 
Score: -4117706.500000 Penalty: 2561.020264
	Iteration 0F: 2 clusters Score -4117706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -4096762.500000 Penalty: 5122.040527
	Iteration 0F: 3 clusters Score -4096762 nChanged 13801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -4104533.750000 Penalty: 5122.040527
	Iteration 1F: 3 clusters Score -4104534 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -4105367.250000 Penalty: 5122.040527
	Iteration 2F: 3 clusters Score -4105367 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -4106360.500000 Penalty: 5122.040527
	Iteration 3F: 3 clusters Score -4106360 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -4107304.500000 Penalty: 5122.040527
	Iteration 4F: 3 clusters Score -4107304 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -4108233.000000 Penalty: 5122.040527
	Iteration 5F: 3 clusters Score -4108233 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -4109152.000000 Penalty: 5122.040527
	Iteration 6F: 3 clusters Score -4109152 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -4110070.500000 Penalty: 5122.040527
	Iteration 7Q: 3 clusters Score -4110070 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -4111015.750000 Penalty: 5122.040527
	Iteration 8F: 3 clusters Score -4111016 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -4111724.250000 Penalty: 5122.040527
	Iteration 9Q: 3 clusters Score -4111724 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -4112248.500000 Penalty: 5122.040527
	Iteration 10Q: 3 clusters Score -4112248 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -4112644.500000 Penalty: 5122.040527
	Iteration 11Q: 3 clusters Score -4112644 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -4112994.000000 Penalty: 5122.040527
	Iteration 12Q: 3 clusters Score -4112994 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -4113386.000000 Penalty: 5122.040527
	Iteration 13Q: 3 clusters Score -4113386 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -4113809.500000 Penalty: 5122.040527
	Iteration 14Q: 3 clusters Score -4113810 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -4114198.750000 Penalty: 5122.040527
	Iteration 15Q: 3 clusters Score -4114199 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -4114556.000000 Penalty: 5122.040527
	Iteration 16Q: 3 clusters Score -4114556 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -4114812.500000 Penalty: 5122.040527
	Iteration 17Q: 3 clusters Score -4114812 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -4115007.500000 Penalty: 5122.040527
	Iteration 18Q: 3 clusters Score -4115008 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -4115142.000000 Penalty: 5122.040527
	Iteration 19Q: 3 clusters Score -4115142 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -4115230.000000 Penalty: 5122.040527
	Iteration 20F: 3 clusters Score -4115230 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -4115290.250000 Penalty: 5122.040527
	Iteration 21Q: 3 clusters Score -4115290 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -4115320.750000 Penalty: 5122.040527
	Iteration 22Q: 3 clusters Score -4115321 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -4115341.750000 Penalty: 5122.040527
	Iteration 23Q: 3 clusters Score -4115342 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -4115338.500000 Penalty: 5122.040527
	Iteration 24Q: 3 clusters Score -4115338 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -4115353.000000 Penalty: 5122.040527
	Iteration 25Q: 3 clusters Score -4115353 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -4115360.500000 Penalty: 5122.040527
	Iteration 26Q: 3 clusters Score -4115360 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -4115362.250000 Penalty: 5122.040527
	Iteration 27Q: 3 clusters Score -4115362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -4115367.500000 Penalty: 5122.040527
	Iteration 28Q: 3 clusters Score -4115368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -4115371.000000 Penalty: 5122.040527
	Iteration 29Q: 3 clusters Score -4115371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -4115371.500000 Penalty: 5122.040527
	Iteration 30Q: 3 clusters Score -4115372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -4115368.250000 Penalty: 5122.040527
	Iteration 31Q: 3 clusters Score -4115368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -4115371.750000 Penalty: 5122.040527
	Iteration 32Q: 3 clusters Score -4115372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -4115372.000000 Penalty: 5122.040527
	Iteration 33Q: 3 clusters Score -4115372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -4115368.500000 Penalty: 5122.040527
	Iteration 34Q: 3 clusters Score -4115368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -4115368.000000 Penalty: 5122.040527
	Iteration 35Q: 3 clusters Score -4115368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -4115366.000000 Penalty: 5122.040527
	Iteration 36Q: 3 clusters Score -4115366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -4115360.250000 Penalty: 5122.040527
	Iteration 37Q: 3 clusters Score -4115360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -4115367.000000 Penalty: 5122.040527
	Iteration 38Q: 3 clusters Score -4115367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -4115361.500000 Penalty: 5122.040527
	Iteration 39Q: 3 clusters Score -4115362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -4115368.500000 Penalty: 5122.040527
	Iteration 40F: 3 clusters Score -4115368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -4115370.250000 Penalty: 5122.040527
	Iteration 41Q: 3 clusters Score -4115370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -4115370.250000 Penalty: 5122.040527
	Iteration 42F: 3 clusters Score -4115370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Entering Unmasked Estep 
Score: -1083289.750000 Penalty: 2224.761719
	Iteration 0F: 2 clusters Score -1083290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1076966.250000 Penalty: 4449.523438
	Iteration 0F: 3 clusters Score -1076966 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1078753.000000 Penalty: 4449.523438
	Iteration 1F: 3 clusters Score -1078753 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1079048.500000 Penalty: 4449.523438
	Iteration 2F: 3 clusters Score -1079048 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1079258.875000 Penalty: 4449.523438
	Iteration 3F: 3 clusters Score -1079259 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1079410.375000 Penalty: 4449.523438
	Iteration 4Q: 3 clusters Score -1079410 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1079543.750000 Penalty: 4449.523438
	Iteration 5Q: 3 clusters Score -1079544 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1079651.625000 Penalty: 4449.523438
	Iteration 6Q: 3 clusters Score -1079652 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1079769.375000 Penalty: 4449.523438
	Iteration 7Q: 3 clusters Score -1079769 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1079890.625000 Penalty: 4449.523438
	Iteration 8Q: 3 clusters Score -1079891 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1080010.375000 Penalty: 4449.523438
	Iteration 9Q: 3 clusters Score -1080010 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1080124.250000 Penalty: 4449.523438
	Iteration 10Q: 3 clusters Score -1080124 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1080247.000000 Penalty: 4449.523438
	Iteration 11Q: 3 clusters Score -1080247 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1080352.375000 Penalty: 4449.523438
	Iteration 12Q: 3 clusters Score -1080352 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1080439.500000 Penalty: 4449.523438
	Iteration 13Q: 3 clusters Score -1080440 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1080520.750000 Penalty: 4449.523438
	Iteration 14Q: 3 clusters Score -1080521 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1080606.875000 Penalty: 4449.523438
	Iteration 15Q: 3 clusters Score -1080607 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1080690.875000 Penalty: 4449.523438
	Iteration 16Q: 3 clusters Score -1080691 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1080756.375000 Penalty: 4449.523438
	Iteration 17Q: 3 clusters Score -1080756 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1080798.875000 Penalty: 4449.523438
	Iteration 18Q: 3 clusters Score -1080799 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1080834.625000 Penalty: 4449.523438
	Iteration 19Q: 3 clusters Score -1080835 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1080864.750000 Penalty: 4449.523438
	Iteration 20F: 3 clusters Score -1080865 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1080889.500000 Penalty: 4449.523438
	Iteration 21Q: 3 clusters Score -1080890 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1080909.250000 Penalty: 4449.523438
	Iteration 22Q: 3 clusters Score -1080909 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1080924.500000 Penalty: 4449.523438
	Iteration 23Q: 3 clusters Score -1080924 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1080940.375000 Penalty: 4449.523438
	Iteration 24Q: 3 clusters Score -1080940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1080951.625000 Penalty: 4449.523438
	Iteration 25Q: 3 clusters Score -1080952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1080961.375000 Penalty: 4449.523438
	Iteration 26Q: 3 clusters Score -1080961 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1080969.125000 Penalty: 4449.523438
	Iteration 27Q: 3 clusters Score -1080969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1080980.375000 Penalty: 4449.523438
	Iteration 28Q: 3 clusters Score -1080980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1080985.750000 Penalty: 4449.523438
	Iteration 29Q: 3 clusters Score -1080986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1080989.375000 Penalty: 4449.523438
	Iteration 30Q: 3 clusters Score -1080989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1080996.250000 Penalty: 4449.523438
	Iteration 31Q: 3 clusters Score -1080996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1081002.875000 Penalty: 4449.523438
	Iteration 32Q: 3 clusters Score -1081003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1081007.375000 Penalty: 4449.523438
	Iteration 33Q: 3 clusters Score -1081007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1081008.125000 Penalty: 4449.523438
	Iteration 34Q: 3 clusters Score -1081008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1081014.250000 Penalty: 4449.523438
	Iteration 35Q: 3 clusters Score -1081014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1081016.625000 Penalty: 4449.523438
	Iteration 36Q: 3 clusters Score -1081017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1081019.375000 Penalty: 4449.523438
	Iteration 37Q: 3 clusters Score -1081019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1081021.000000 Penalty: 4449.523438
	Iteration 38Q: 3 clusters Score -1081021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1081022.250000 Penalty: 4449.523438
	Iteration 39Q: 3 clusters Score -1081022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1081027.500000 Penalty: 4449.523438
	Iteration 40F: 3 clusters Score -1081028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1081029.625000 Penalty: 4449.523438
	Iteration 41Q: 3 clusters Score -1081030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1081034.000000 Penalty: 4449.523438
	Iteration 42Q: 3 clusters Score -1081034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1081042.000000 Penalty: 4449.523438
	Iteration 43Q: 3 clusters Score -1081042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1081049.625000 Penalty: 4449.523438
	Iteration 44Q: 3 clusters Score -1081050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1081057.375000 Penalty: 4449.523438
	Iteration 45Q: 3 clusters Score -1081057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1081061.750000 Penalty: 4449.523438
	Iteration 46Q: 3 clusters Score -1081062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1081067.875000 Penalty: 4449.523438
	Iteration 47Q: 3 clusters Score -1081068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1081076.250000 Penalty: 4449.523438
	Iteration 48Q: 3 clusters Score -1081076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1081085.500000 Penalty: 4449.523438
	Iteration 49Q: 3 clusters Score -1081086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1081099.875000 Penalty: 4449.523438
	Iteration 50Q: 3 clusters Score -1081100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1081114.375000 Penalty: 4449.523438
	Iteration 51Q: 3 clusters Score -1081114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1081131.125000 Penalty: 4449.523438
	Iteration 52Q: 3 clusters Score -1081131 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1081145.875000 Penalty: 4449.523438
	Iteration 53Q: 3 clusters Score -1081146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1081160.750000 Penalty: 4449.523438
	Iteration 54Q: 3 clusters Score -1081161 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1081173.625000 Penalty: 4449.523438
	Iteration 55Q: 3 clusters Score -1081174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1081189.750000 Penalty: 4449.523438
	Iteration 56Q: 3 clusters Score -1081190 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1081209.375000 Penalty: 4449.523438
	Iteration 57Q: 3 clusters Score -1081209 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1081220.875000 Penalty: 4449.523438
	Iteration 58Q: 3 clusters Score -1081221 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1081240.875000 Penalty: 4449.523438
	Iteration 59Q: 3 clusters Score -1081241 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1081259.625000 Penalty: 4449.523438
	Iteration 60F: 3 clusters Score -1081260 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1081274.750000 Penalty: 4449.523438
	Iteration 61Q: 3 clusters Score -1081275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1081287.625000 Penalty: 4449.523438
	Iteration 62Q: 3 clusters Score -1081288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1081294.500000 Penalty: 4449.523438
	Iteration 63Q: 3 clusters Score -1081294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1081302.000000 Penalty: 4449.523438
	Iteration 64Q: 3 clusters Score -1081302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1081306.625000 Penalty: 4449.523438
	Iteration 65Q: 3 clusters Score -1081307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1081312.125000 Penalty: 4449.523438
	Iteration 66Q: 3 clusters Score -1081312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1081317.625000 Penalty: 4449.523438
	Iteration 67Q: 3 clusters Score -1081318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1081320.750000 Penalty: 4449.523438
	Iteration 68Q: 3 clusters Score -1081321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1081326.250000 Penalty: 4449.523438
	Iteration 69Q: 3 clusters Score -1081326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1081330.250000 Penalty: 4449.523438
	Iteration 70Q: 3 clusters Score -1081330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1081335.375000 Penalty: 4449.523438
	Iteration 71Q: 3 clusters Score -1081335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1081339.125000 Penalty: 4449.523438
	Iteration 72Q: 3 clusters Score -1081339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1081342.875000 Penalty: 4449.523438
	Iteration 73Q: 3 clusters Score -1081343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1081347.750000 Penalty: 4449.523438
	Iteration 74Q: 3 clusters Score -1081348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1081348.125000 Penalty: 4449.523438
	Iteration 75Q: 3 clusters Score -1081348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1081349.625000 Penalty: 4449.523438
	Iteration 76Q: 3 clusters Score -1081350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1081352.250000 Penalty: 4449.523438
	Iteration 77Q: 3 clusters Score -1081352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1081355.000000 Penalty: 4449.523438
	Iteration 78Q: 3 clusters Score -1081355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1081356.750000 Penalty: 4449.523438
	Iteration 79Q: 3 clusters Score -1081357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1081359.500000 Penalty: 4449.523438
	Iteration 80F: 3 clusters Score -1081360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1081357.500000 Penalty: 4449.523438
	Iteration 81Q: 3 clusters Score -1081358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1081361.000000 Penalty: 4449.523438
	Iteration 82Q: 3 clusters Score -1081361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1081363.375000 Penalty: 4449.523438
	Iteration 83Q: 3 clusters Score -1081363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1081363.875000 Penalty: 4449.523438
	Iteration 84Q: 3 clusters Score -1081364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1081365.875000 Penalty: 4449.523438
	Iteration 85Q: 3 clusters Score -1081366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1081370.625000 Penalty: 4449.523438
	Iteration 86Q: 3 clusters Score -1081371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1081372.500000 Penalty: 4449.523438
	Iteration 87Q: 3 clusters Score -1081372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1081373.875000 Penalty: 4449.523438
	Iteration 88Q: 3 clusters Score -1081374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1081376.125000 Penalty: 4449.523438
	Iteration 89Q: 3 clusters Score -1081376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1081375.500000 Penalty: 4449.523438
	Iteration 90Q: 3 clusters Score -1081376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1081378.250000 Penalty: 4449.523438
	Iteration 91Q: 3 clusters Score -1081378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1081379.875000 Penalty: 4449.523438
	Iteration 92Q: 3 clusters Score -1081380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1081382.750000 Penalty: 4449.523438
	Iteration 93Q: 3 clusters Score -1081383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1081385.375000 Penalty: 4449.523438
	Iteration 94Q: 3 clusters Score -1081385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1081387.000000 Penalty: 4449.523438
	Iteration 95Q: 3 clusters Score -1081387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1081389.500000 Penalty: 4449.523438
	Iteration 96Q: 3 clusters Score -1081390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1081388.250000 Penalty: 4449.523438
	Iteration 97Q: 3 clusters Score -1081388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1081390.625000 Penalty: 4449.523438
	Iteration 98Q: 3 clusters Score -1081391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1081391.750000 Penalty: 4449.523438
	Iteration 99Q: 3 clusters Score -1081392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1081391.500000 Penalty: 4449.523438
	Iteration 100F: 3 clusters Score -1081392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1081396.875000 Penalty: 4449.523438
	Iteration 101Q: 3 clusters Score -1081397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1081396.875000 Penalty: 4449.523438
	Iteration 102F: 3 clusters Score -1081397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -126737.164062 Penalty: 1708.871094
	Iteration 0F: 2 clusters Score -126737.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -124833.039062 Penalty: 3417.742188
	Iteration 0F: 3 clusters Score -124833 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -125161.039062 Penalty: 3417.742188
	Iteration 1F: 3 clusters Score -125161 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -125281.148438 Penalty: 3417.742188
	Iteration 2F: 3 clusters Score -125281.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -125390.375000 Penalty: 3417.742188
	Iteration 3Q: 3 clusters Score -125390.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -125476.390625 Penalty: 3417.742188
	Iteration 4Q: 3 clusters Score -125476.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -125551.515625 Penalty: 3417.742188
	Iteration 5Q: 3 clusters Score -125551.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -125623.500000 Penalty: 3417.742188
	Iteration 6Q: 3 clusters Score -125623.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -125692.234375 Penalty: 3417.742188
	Iteration 7Q: 3 clusters Score -125692.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -125747.867188 Penalty: 3417.742188
	Iteration 8Q: 3 clusters Score -125747.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -125810.351562 Penalty: 3417.742188
	Iteration 9Q: 3 clusters Score -125810.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -125873.945312 Penalty: 3417.742188
	Iteration 10Q: 3 clusters Score -125873.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -125928.546875 Penalty: 3417.742188
	Iteration 11Q: 3 clusters Score -125928.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -125954.218750 Penalty: 3417.742188
	Iteration 12Q: 3 clusters Score -125954.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -125983.351562 Penalty: 3417.742188
	Iteration 13Q: 3 clusters Score -125983.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -126009.695312 Penalty: 3417.742188
	Iteration 14Q: 3 clusters Score -126009.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -126035.820312 Penalty: 3417.742188
	Iteration 15Q: 3 clusters Score -126035.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -126103.453125 Penalty: 3417.742188
	Iteration 16Q: 3 clusters Score -126103.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -126277.875000 Penalty: 3417.742188
	Iteration 17Q: 3 clusters Score -126277.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -126520.046875 Penalty: 3417.742188
	Iteration 18Q: 3 clusters Score -126520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -126562.382812 Penalty: 3417.742188
	Iteration 19Q: 3 clusters Score -126562.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -126592.515625 Penalty: 3417.742188
	Iteration 20F: 3 clusters Score -126592.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -126620.585938 Penalty: 3417.742188
	Iteration 21Q: 3 clusters Score -126620.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -126623.304688 Penalty: 3417.742188
	Iteration 22Q: 3 clusters Score -126623.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -126626.437500 Penalty: 3417.742188
	Iteration 23Q: 3 clusters Score -126626.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -126627.710938 Penalty: 3417.742188
	Iteration 24Q: 3 clusters Score -126627.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -126627.710938 Penalty: 3417.742188
	Iteration 25F: 3 clusters Score -126627.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (164131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164131 members 
Entering Unmasked Estep 
Score: -22782700.000000 Penalty: 2978.088135
	Iteration 0F: 2 clusters Score -2.27827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81859 members 
Mstep: Class 2 contains 82272 members 
Entering Unmasked Estep 
Score: -22678594.000000 Penalty: 5956.176270
	Iteration 0F: 3 clusters Score -2.267859e+07 nChanged 78655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80878 members 
Mstep: Class 2 contains 83253 members 
Entering Unmasked Estep 
Score: -22723890.000000 Penalty: 5956.176270
	Iteration 1F: 3 clusters Score -2.272389e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80046 members 
Mstep: Class 2 contains 84085 members 
Entering Unmasked Estep 
Score: -22724926.000000 Penalty: 5956.176270
	Iteration 2Q: 3 clusters Score -2.272493e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78877 members 
Mstep: Class 2 contains 85254 members 
Entering Unmasked Estep 
Score: -22725984.000000 Penalty: 5956.176270
	Iteration 3Q: 3 clusters Score -2.272598e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77100 members 
Mstep: Class 2 contains 87031 members 
Entering Unmasked Estep 
Score: -22727612.000000 Penalty: 5956.176270
	Iteration 4Q: 3 clusters Score -2.272761e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74474 members 
Mstep: Class 2 contains 89657 members 
Entering Unmasked Estep 
Score: -22729984.000000 Penalty: 5956.176270
	Iteration 5Q: 3 clusters Score -2.272998e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70746 members 
Mstep: Class 2 contains 93385 members 
Entering Unmasked Estep 
Score: -22733528.000000 Penalty: 5956.176270
	Iteration 6Q: 3 clusters Score -2.273353e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65954 members 
Mstep: Class 2 contains 98177 members 
Entering Unmasked Estep 
Score: -22738502.000000 Penalty: 5956.176270
	Iteration 7Q: 3 clusters Score -2.27385e+07 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60252 members 
Mstep: Class 2 contains 103879 members 
Entering Unmasked Estep 
Score: -22744548.000000 Penalty: 5956.176270
	Iteration 8F: 3 clusters Score -2.274455e+07 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54254 members 
Mstep: Class 2 contains 109877 members 
Entering Unmasked Estep 
Score: -22750748.000000 Penalty: 5956.176270
	Iteration 9F: 3 clusters Score -2.275075e+07 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 115478 members 
Entering Unmasked Estep 
Score: -22755884.000000 Penalty: 5956.176270
	Iteration 10F: 3 clusters Score -2.275588e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 120079 members 
Entering Unmasked Estep 
Score: -22760072.000000 Penalty: 5956.176270
	Iteration 11Q: 3 clusters Score -2.276007e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 123860 members 
Entering Unmasked Estep 
Score: -22763076.000000 Penalty: 5956.176270
	Iteration 12Q: 3 clusters Score -2.276308e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 126913 members 
Entering Unmasked Estep 
Score: -22765328.000000 Penalty: 5956.176270
	Iteration 13Q: 3 clusters Score -2.276533e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 129390 members 
Entering Unmasked Estep 
Score: -22766956.000000 Penalty: 5956.176270
	Iteration 14Q: 3 clusters Score -2.276696e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 131385 members 
Entering Unmasked Estep 
Score: -22768202.000000 Penalty: 5956.176270
	Iteration 15Q: 3 clusters Score -2.27682e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 133085 members 
Entering Unmasked Estep 
Score: -22769036.000000 Penalty: 5956.176270
	Iteration 16Q: 3 clusters Score -2.276904e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 134587 members 
Entering Unmasked Estep 
Score: -22769698.000000 Penalty: 5956.176270
	Iteration 17Q: 3 clusters Score -2.27697e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 135947 members 
Entering Unmasked Estep 
Score: -22770242.000000 Penalty: 5956.176270
	Iteration 18Q: 3 clusters Score -2.277024e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 137218 members 
Entering Unmasked Estep 
Score: -22770718.000000 Penalty: 5956.176270
	Iteration 19Q: 3 clusters Score -2.277072e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 138428 members 
Entering Unmasked Estep 
Score: -22771160.000000 Penalty: 5956.176270
	Iteration 20F: 3 clusters Score -2.277116e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 139676 members 
Entering Unmasked Estep 
Score: -22771470.000000 Penalty: 5956.176270
	Iteration 21Q: 3 clusters Score -2.277147e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 140872 members 
Entering Unmasked Estep 
Score: -22771824.000000 Penalty: 5956.176270
	Iteration 22Q: 3 clusters Score -2.277182e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 142092 members 
Entering Unmasked Estep 
Score: -22772116.000000 Penalty: 5956.176270
	Iteration 23Q: 3 clusters Score -2.277212e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 143292 members 
Entering Unmasked Estep 
Score: -22772496.000000 Penalty: 5956.176270
	Iteration 24Q: 3 clusters Score -2.27725e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 144525 members 
Entering Unmasked Estep 
Score: -22772890.000000 Penalty: 5956.176270
	Iteration 25Q: 3 clusters Score -2.277289e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 145723 members 
Entering Unmasked Estep 
Score: -22773126.000000 Penalty: 5956.176270
	Iteration 26Q: 3 clusters Score -2.277313e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 146868 members 
Entering Unmasked Estep 
Score: -22773532.000000 Penalty: 5956.176270
	Iteration 27Q: 3 clusters Score -2.277353e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 147965 members 
Entering Unmasked Estep 
Score: -22774082.000000 Penalty: 5956.176270
	Iteration 28Q: 3 clusters Score -2.277408e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 149057 members 
Entering Unmasked Estep 
Score: -22774606.000000 Penalty: 5956.176270
	Iteration 29Q: 3 clusters Score -2.277461e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 150140 members 
Entering Unmasked Estep 
Score: -22775044.000000 Penalty: 5956.176270
	Iteration 30Q: 3 clusters Score -2.277504e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 151163 members 
Entering Unmasked Estep 
Score: -22775482.000000 Penalty: 5956.176270
	Iteration 31Q: 3 clusters Score -2.277548e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 152128 members 
Entering Unmasked Estep 
Score: -22775810.000000 Penalty: 5956.176270
	Iteration 32Q: 3 clusters Score -2.277581e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 153046 members 
Entering Unmasked Estep 
Score: -22776176.000000 Penalty: 5956.176270
	Iteration 33Q: 3 clusters Score -2.277618e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 153914 members 
Entering Unmasked Estep 
Score: -22776570.000000 Penalty: 5956.176270
	Iteration 34Q: 3 clusters Score -2.277657e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 154688 members 
Entering Unmasked Estep 
Score: -22776860.000000 Penalty: 5956.176270
	Iteration 35Q: 3 clusters Score -2.277686e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 155396 members 
Entering Unmasked Estep 
Score: -22777078.000000 Penalty: 5956.176270
	Iteration 36Q: 3 clusters Score -2.277708e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 156006 members 
Entering Unmasked Estep 
Score: -22777382.000000 Penalty: 5956.176270
	Iteration 37Q: 3 clusters Score -2.277738e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 156582 members 
Entering Unmasked Estep 
Score: -22777556.000000 Penalty: 5956.176270
	Iteration 38Q: 3 clusters Score -2.277756e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 157101 members 
Entering Unmasked Estep 
Score: -22777828.000000 Penalty: 5956.176270
	Iteration 39Q: 3 clusters Score -2.277783e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 157582 members 
Entering Unmasked Estep 
Score: -22778058.000000 Penalty: 5956.176270
	Iteration 40F: 3 clusters Score -2.277806e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 158001 members 
Entering Unmasked Estep 
Score: -22778274.000000 Penalty: 5956.176270
	Iteration 41Q: 3 clusters Score -2.277827e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 158354 members 
Entering Unmasked Estep 
Score: -22778408.000000 Penalty: 5956.176270
	Iteration 42Q: 3 clusters Score -2.277841e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 158699 members 
Entering Unmasked Estep 
Score: -22778536.000000 Penalty: 5956.176270
	Iteration 43Q: 3 clusters Score -2.277854e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 158996 members 
Entering Unmasked Estep 
Score: -22778702.000000 Penalty: 5956.176270
	Iteration 44Q: 3 clusters Score -2.27787e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 159251 members 
Entering Unmasked Estep 
Score: -22778806.000000 Penalty: 5956.176270
	Iteration 45Q: 3 clusters Score -2.277881e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 159510 members 
Entering Unmasked Estep 
Score: -22778862.000000 Penalty: 5956.176270
	Iteration 46Q: 3 clusters Score -2.277886e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 159745 members 
Entering Unmasked Estep 
Score: -22778964.000000 Penalty: 5956.176270
	Iteration 47Q: 3 clusters Score -2.277896e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 159940 members 
Entering Unmasked Estep 
Score: -22779048.000000 Penalty: 5956.176270
	Iteration 48Q: 3 clusters Score -2.277905e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 160113 members 
Entering Unmasked Estep 
Score: -22779116.000000 Penalty: 5956.176270
	Iteration 49Q: 3 clusters Score -2.277912e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 160263 members 
Entering Unmasked Estep 
Score: -22779216.000000 Penalty: 5956.176270
	Iteration 50Q: 3 clusters Score -2.277922e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 160409 members 
Entering Unmasked Estep 
Score: -22779308.000000 Penalty: 5956.176270
	Iteration 51Q: 3 clusters Score -2.277931e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 160535 members 
Entering Unmasked Estep 
Score: -22779328.000000 Penalty: 5956.176270
	Iteration 52Q: 3 clusters Score -2.277933e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 160620 members 
Entering Unmasked Estep 
Score: -22779388.000000 Penalty: 5956.176270
	Iteration 53Q: 3 clusters Score -2.277939e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 160712 members 
Entering Unmasked Estep 
Score: -22779430.000000 Penalty: 5956.176270
	Iteration 54Q: 3 clusters Score -2.277943e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 160813 members 
Entering Unmasked Estep 
Score: -22779474.000000 Penalty: 5956.176270
	Iteration 55Q: 3 clusters Score -2.277947e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 160911 members 
Entering Unmasked Estep 
Score: -22779512.000000 Penalty: 5956.176270
	Iteration 56Q: 3 clusters Score -2.277951e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 160987 members 
Entering Unmasked Estep 
Score: -22779548.000000 Penalty: 5956.176270
	Iteration 57Q: 3 clusters Score -2.277955e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 161078 members 
Entering Unmasked Estep 
Score: -22779600.000000 Penalty: 5956.176270
	Iteration 58Q: 3 clusters Score -2.27796e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 161141 members 
Entering Unmasked Estep 
Score: -22779638.000000 Penalty: 5956.176270
	Iteration 59Q: 3 clusters Score -2.277964e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 161193 members 
Entering Unmasked Estep 
Score: -22779678.000000 Penalty: 5956.176270
	Iteration 60F: 3 clusters Score -2.277968e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 161247 members 
Entering Unmasked Estep 
Score: -22779710.000000 Penalty: 5956.176270
	Iteration 61Q: 3 clusters Score -2.277971e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 161296 members 
Entering Unmasked Estep 
Score: -22779730.000000 Penalty: 5956.176270
	Iteration 62Q: 3 clusters Score -2.277973e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 161361 members 
Entering Unmasked Estep 
Score: -22779738.000000 Penalty: 5956.176270
	Iteration 63Q: 3 clusters Score -2.277974e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 161418 members 
Entering Unmasked Estep 
Score: -22779766.000000 Penalty: 5956.176270
	Iteration 64Q: 3 clusters Score -2.277977e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 161469 members 
Entering Unmasked Estep 
Score: -22779796.000000 Penalty: 5956.176270
	Iteration 65Q: 3 clusters Score -2.27798e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 161503 members 
Entering Unmasked Estep 
Score: -22779792.000000 Penalty: 5956.176270
	Iteration 66Q: 3 clusters Score -2.277979e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 161535 members 
Entering Unmasked Estep 
Score: -22779824.000000 Penalty: 5956.176270
	Iteration 67Q: 3 clusters Score -2.277982e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 161565 members 
Entering Unmasked Estep 
Score: -22779852.000000 Penalty: 5956.176270
	Iteration 68Q: 3 clusters Score -2.277985e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 161603 members 
Entering Unmasked Estep 
Score: -22779872.000000 Penalty: 5956.176270
	Iteration 69Q: 3 clusters Score -2.277987e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 161625 members 
Entering Unmasked Estep 
Score: -22779888.000000 Penalty: 5956.176270
	Iteration 70Q: 3 clusters Score -2.277989e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 161644 members 
Entering Unmasked Estep 
Score: -22779896.000000 Penalty: 5956.176270
	Iteration 71Q: 3 clusters Score -2.27799e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 161661 members 
Entering Unmasked Estep 
Score: -22779908.000000 Penalty: 5956.176270
	Iteration 72Q: 3 clusters Score -2.277991e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 161678 members 
Entering Unmasked Estep 
Score: -22779896.000000 Penalty: 5956.176270
	Iteration 73Q: 3 clusters Score -2.27799e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 161695 members 
Entering Unmasked Estep 
Score: -22779920.000000 Penalty: 5956.176270
	Iteration 74Q: 3 clusters Score -2.277992e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 161710 members 
Entering Unmasked Estep 
Score: -22779950.000000 Penalty: 5956.176270
	Iteration 75Q: 3 clusters Score -2.277995e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 161728 members 
Entering Unmasked Estep 
Score: -22779936.000000 Penalty: 5956.176270
	Iteration 76Q: 3 clusters Score -2.277994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 161739 members 
Entering Unmasked Estep 
Score: -22779934.000000 Penalty: 5956.176270
	Iteration 77Q: 3 clusters Score -2.277993e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 161751 members 
Entering Unmasked Estep 
Score: -22779964.000000 Penalty: 5956.176270
	Iteration 78Q: 3 clusters Score -2.277996e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 161763 members 
Entering Unmasked Estep 
Score: -22779962.000000 Penalty: 5956.176270
	Iteration 79Q: 3 clusters Score -2.277996e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 161772 members 
Entering Unmasked Estep 
Score: -22779960.000000 Penalty: 5956.176270
	Iteration 80F: 3 clusters Score -2.277996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 161783 members 
Entering Unmasked Estep 
Score: -22779962.000000 Penalty: 5956.176270
	Iteration 81Q: 3 clusters Score -2.277996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 161793 members 
Entering Unmasked Estep 
Score: -22779948.000000 Penalty: 5956.176270
	Iteration 82Q: 3 clusters Score -2.277995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 161800 members 
Entering Unmasked Estep 
Score: -22779964.000000 Penalty: 5956.176270
	Iteration 83Q: 3 clusters Score -2.277996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 161809 members 
Entering Unmasked Estep 
Score: -22779958.000000 Penalty: 5956.176270
	Iteration 84Q: 3 clusters Score -2.277996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 161815 members 
Entering Unmasked Estep 
Score: -22779960.000000 Penalty: 5956.176270
	Iteration 85Q: 3 clusters Score -2.277996e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 161824 members 
Entering Unmasked Estep 
Score: -22779972.000000 Penalty: 5956.176270
	Iteration 86Q: 3 clusters Score -2.277997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 161833 members 
Entering Unmasked Estep 
Score: -22779978.000000 Penalty: 5956.176270
	Iteration 87Q: 3 clusters Score -2.277998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 161840 members 
Entering Unmasked Estep 
Score: -22779980.000000 Penalty: 5956.176270
	Iteration 88Q: 3 clusters Score -2.277998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 161850 members 
Entering Unmasked Estep 
Score: -22779976.000000 Penalty: 5956.176270
	Iteration 89Q: 3 clusters Score -2.277998e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 161855 members 
Entering Unmasked Estep 
Score: -22779988.000000 Penalty: 5956.176270
	Iteration 90Q: 3 clusters Score -2.277999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 161866 members 
Entering Unmasked Estep 
Score: -22779988.000000 Penalty: 5956.176270
	Iteration 91Q: 3 clusters Score -2.277999e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 161879 members 
Entering Unmasked Estep 
Score: -22779990.000000 Penalty: 5956.176270
	Iteration 92Q: 3 clusters Score -2.277999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 161887 members 
Entering Unmasked Estep 
Score: -22780008.000000 Penalty: 5956.176270
	Iteration 93Q: 3 clusters Score -2.278001e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 161897 members 
Entering Unmasked Estep 
Score: -22780020.000000 Penalty: 5956.176270
	Iteration 94Q: 3 clusters Score -2.278002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 161911 members 
Entering Unmasked Estep 
Score: -22780006.000000 Penalty: 5956.176270
	Iteration 95Q: 3 clusters Score -2.278001e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 161924 members 
Entering Unmasked Estep 
Score: -22780038.000000 Penalty: 5956.176270
	Iteration 96Q: 3 clusters Score -2.278004e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 161932 members 
Entering Unmasked Estep 
Score: -22780038.000000 Penalty: 5956.176270
	Iteration 97Q: 3 clusters Score -2.278004e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 161939 members 
Entering Unmasked Estep 
Score: -22780070.000000 Penalty: 5956.176270
	Iteration 98Q: 3 clusters Score -2.278007e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 161950 members 
Entering Unmasked Estep 
Score: -22780118.000000 Penalty: 5956.176270
	Iteration 99Q: 3 clusters Score -2.278012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 161962 members 
Entering Unmasked Estep 
Score: -22780128.000000 Penalty: 5956.176270
	Iteration 100F: 3 clusters Score -2.278013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 161972 members 
Entering Unmasked Estep 
Score: -22780124.000000 Penalty: 5956.176270
	Iteration 101Q: 3 clusters Score -2.278012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 161977 members 
Entering Unmasked Estep 
Score: -22780116.000000 Penalty: 5956.176270
	Iteration 102Q: 3 clusters Score -2.278012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 161983 members 
Entering Unmasked Estep 
Score: -22780116.000000 Penalty: 5956.176270
	Iteration 103Q: 3 clusters Score -2.278012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 161983 members 
Entering Unmasked Estep 
Score: -22780102.000000 Penalty: 5956.176270
	Iteration 104Q: 3 clusters Score -2.27801e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 161985 members 
Entering Unmasked Estep 
Score: -22780098.000000 Penalty: 5956.176270
	Iteration 105Q: 3 clusters Score -2.27801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 161988 members 
Entering Unmasked Estep 
Score: -22780118.000000 Penalty: 5956.176270
	Iteration 106Q: 3 clusters Score -2.278012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 161995 members 
Entering Unmasked Estep 
Score: -22780122.000000 Penalty: 5956.176270
	Iteration 107Q: 3 clusters Score -2.278012e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 162007 members 
Entering Unmasked Estep 
Score: -22780150.000000 Penalty: 5956.176270
	Iteration 108Q: 3 clusters Score -2.278015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 162016 members 
Entering Unmasked Estep 
Score: -22780148.000000 Penalty: 5956.176270
	Iteration 109Q: 3 clusters Score -2.278015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 162025 members 
Entering Unmasked Estep 
Score: -22780156.000000 Penalty: 5956.176270
	Iteration 110Q: 3 clusters Score -2.278016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 162033 members 
Entering Unmasked Estep 
Score: -22780166.000000 Penalty: 5956.176270
	Iteration 111Q: 3 clusters Score -2.278017e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 162039 members 
Entering Unmasked Estep 
Score: -22780154.000000 Penalty: 5956.176270
	Iteration 112Q: 3 clusters Score -2.278015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 162047 members 
Entering Unmasked Estep 
Score: -22780168.000000 Penalty: 5956.176270
	Iteration 113Q: 3 clusters Score -2.278017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 162060 members 
Entering Unmasked Estep 
Score: -22780154.000000 Penalty: 5956.176270
	Iteration 114Q: 3 clusters Score -2.278015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 162072 members 
Entering Unmasked Estep 
Score: -22780172.000000 Penalty: 5956.176270
	Iteration 115Q: 3 clusters Score -2.278017e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 162083 members 
Entering Unmasked Estep 
Score: -22780176.000000 Penalty: 5956.176270
	Iteration 116Q: 3 clusters Score -2.278018e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 162095 members 
Entering Unmasked Estep 
Score: -22780212.000000 Penalty: 5956.176270
	Iteration 117Q: 3 clusters Score -2.278021e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 162105 members 
Entering Unmasked Estep 
Score: -22780206.000000 Penalty: 5956.176270
	Iteration 118Q: 3 clusters Score -2.278021e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 162111 members 
Entering Unmasked Estep 
Score: -22780200.000000 Penalty: 5956.176270
	Iteration 119Q: 3 clusters Score -2.27802e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 162120 members 
Entering Unmasked Estep 
Score: -22780240.000000 Penalty: 5956.176270
	Iteration 120F: 3 clusters Score -2.278024e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 162131 members 
Entering Unmasked Estep 
Score: -22780220.000000 Penalty: 5956.176270
	Iteration 121Q: 3 clusters Score -2.278022e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 162145 members 
Entering Unmasked Estep 
Score: -22780222.000000 Penalty: 5956.176270
	Iteration 122Q: 3 clusters Score -2.278022e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 162155 members 
Entering Unmasked Estep 
Score: -22780204.000000 Penalty: 5956.176270
	Iteration 123Q: 3 clusters Score -2.27802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 162163 members 
Entering Unmasked Estep 
Score: -22780220.000000 Penalty: 5956.176270
	Iteration 124Q: 3 clusters Score -2.278022e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 162170 members 
Entering Unmasked Estep 
Score: -22780234.000000 Penalty: 5956.176270
	Iteration 125Q: 3 clusters Score -2.278023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 162177 members 
Entering Unmasked Estep 
Score: -22780226.000000 Penalty: 5956.176270
	Iteration 126Q: 3 clusters Score -2.278023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 162184 members 
Entering Unmasked Estep 
Score: -22780232.000000 Penalty: 5956.176270
	Iteration 127Q: 3 clusters Score -2.278023e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 162194 members 
Entering Unmasked Estep 
Score: -22780236.000000 Penalty: 5956.176270
	Iteration 128Q: 3 clusters Score -2.278024e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 162198 members 
Entering Unmasked Estep 
Score: -22780248.000000 Penalty: 5956.176270
	Iteration 129Q: 3 clusters Score -2.278025e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 162205 members 
Entering Unmasked Estep 
Score: -22780226.000000 Penalty: 5956.176270
	Iteration 130Q: 3 clusters Score -2.278023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 162213 members 
Entering Unmasked Estep 
Score: -22780260.000000 Penalty: 5956.176270
	Iteration 131Q: 3 clusters Score -2.278026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 162219 members 
Entering Unmasked Estep 
Score: -22780256.000000 Penalty: 5956.176270
	Iteration 132Q: 3 clusters Score -2.278026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 162227 members 
Entering Unmasked Estep 
Score: -22780272.000000 Penalty: 5956.176270
	Iteration 133Q: 3 clusters Score -2.278027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 162231 members 
Entering Unmasked Estep 
Score: -22780268.000000 Penalty: 5956.176270
	Iteration 134Q: 3 clusters Score -2.278027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 162235 members 
Entering Unmasked Estep 
Score: -22780270.000000 Penalty: 5956.176270
	Iteration 135Q: 3 clusters Score -2.278027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 162240 members 
Entering Unmasked Estep 
Score: -22780258.000000 Penalty: 5956.176270
	Iteration 136Q: 3 clusters Score -2.278026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 162248 members 
Entering Unmasked Estep 
Score: -22780290.000000 Penalty: 5956.176270
	Iteration 137Q: 3 clusters Score -2.278029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 162255 members 
Entering Unmasked Estep 
Score: -22780274.000000 Penalty: 5956.176270
	Iteration 138Q: 3 clusters Score -2.278027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 162257 members 
Entering Unmasked Estep 
Score: -22780264.000000 Penalty: 5956.176270
	Iteration 139Q: 3 clusters Score -2.278026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 162261 members 
Entering Unmasked Estep 
Score: -22780276.000000 Penalty: 5956.176270
	Iteration 140F: 3 clusters Score -2.278028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 162264 members 
Entering Unmasked Estep 
Score: -22780290.000000 Penalty: 5956.176270
	Iteration 141Q: 3 clusters Score -2.278029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 162269 members 
Entering Unmasked Estep 
Score: -22780286.000000 Penalty: 5956.176270
	Iteration 142Q: 3 clusters Score -2.278029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 162272 members 
Entering Unmasked Estep 
Score: -22780272.000000 Penalty: 5956.176270
	Iteration 143Q: 3 clusters Score -2.278027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 162279 members 
Entering Unmasked Estep 
Score: -22780280.000000 Penalty: 5956.176270
	Iteration 144Q: 3 clusters Score -2.278028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 162284 members 
Entering Unmasked Estep 
Score: -22780284.000000 Penalty: 5956.176270
	Iteration 145Q: 3 clusters Score -2.278028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 162284 members 
Entering Unmasked Estep 
Score: -22780282.000000 Penalty: 5956.176270
	Iteration 146Q: 3 clusters Score -2.278028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 162285 members 
Entering Unmasked Estep 
Score: -22780274.000000 Penalty: 5956.176270
	Iteration 147Q: 3 clusters Score -2.278027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 162285 members 
Entering Unmasked Estep 
Score: -22780274.000000 Penalty: 5956.176270
	Iteration 148F: 3 clusters Score -2.278027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -65575.898438 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -65575.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64090.390625 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -64090.39 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -64328.730469 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -64328.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64499.562500 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -64499.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -64622.824219 Penalty: 3111.347168
	Iteration 3F: 3 clusters Score -64622.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64679.160156 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -64679.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -64722.285156 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -64722.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -64750.957031 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -64750.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -64765.738281 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -64765.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -64811.187500 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -64811.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -64895.886719 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -64895.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -64970.179688 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -64970.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -65041.550781 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -65041.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -65100.535156 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -65100.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -65144.070312 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -65144.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -65190.871094 Penalty: 3111.347168
	Iteration 14Q: 3 clusters Score -65190.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -65205.347656 Penalty: 3111.347168
	Iteration 15Q: 3 clusters Score -65205.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -65211.960938 Penalty: 3111.347168
	Iteration 16Q: 3 clusters Score -65211.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -65217.726562 Penalty: 3111.347168
	Iteration 17F: 3 clusters Score -65217.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -65236.957031 Penalty: 3111.347168
	Iteration 18Q: 3 clusters Score -65236.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -65248.910156 Penalty: 3111.347168
	Iteration 19Q: 3 clusters Score -65248.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -65284.507812 Penalty: 3111.347168
	Iteration 20F: 3 clusters Score -65284.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -65331.937500 Penalty: 3111.347168
	Iteration 21Q: 3 clusters Score -65331.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -65642.453125 Penalty: 3111.347168
	Iteration 22Q: 3 clusters Score -65642.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -65723.765625 Penalty: 3111.347168
	Iteration 23Q: 3 clusters Score -65723.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -65739.000000 Penalty: 3111.347168
	Iteration 24Q: 3 clusters Score -65739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -65748.015625 Penalty: 3111.347168
	Iteration 25Q: 3 clusters Score -65748.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -65750.546875 Penalty: 3111.347168
	Iteration 26Q: 3 clusters Score -65750.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -65750.546875 Penalty: 3111.347168
	Iteration 27F: 3 clusters Score -65750.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152338 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54191 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49622 members 
Mstep: Class 7 contains 11063 members 
Mstep: Class 8 contains 34798 members 
Mstep: Class 9 contains 42035 members 
Mstep: Class 10 contains 13998 members 
Mstep: Class 11 contains 36050 members 
Mstep: Class 12 contains 51591 members 
Mstep: Class 13 contains 345 members 
Mstep: Class 14 contains 84480 members 
Mstep: Class 15 contains 38297 members 
Mstep: Class 16 contains 69494 members 
Mstep: Class 17 contains 143018 members 
Mstep: Class 18 contains 30537 members 
Mstep: Class 19 contains 7870 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164131 members 
Mstep: Class 22 contains 185 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18141 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
Score: -142943184.000000 Penalty: 103175.226562
Splitting cluster 22 changes total score from -142944720.000000 to -142943184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (2709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Entering Unmasked Estep 
Score: -357350.125000 Penalty: 1960.275146
	Iteration 0F: 2 clusters Score -357350.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -354277.468750 Penalty: 3920.550293
	Iteration 0F: 3 clusters Score -354277.5 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -354916.843750 Penalty: 3920.550293
	Iteration 1F: 3 clusters Score -354916.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -355098.812500 Penalty: 3920.550293
	Iteration 2F: 3 clusters Score -355098.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -355192.375000 Penalty: 3920.550293
	Iteration 3Q: 3 clusters Score -355192.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -355262.156250 Penalty: 3920.550293
	Iteration 4Q: 3 clusters Score -355262.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -355343.375000 Penalty: 3920.550293
	Iteration 5Q: 3 clusters Score -355343.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -355411.156250 Penalty: 3920.550293
	Iteration 6Q: 3 clusters Score -355411.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -355477.312500 Penalty: 3920.550293
	Iteration 7Q: 3 clusters Score -355477.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -355532.968750 Penalty: 3920.550293
	Iteration 8Q: 3 clusters Score -355533 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -355602.781250 Penalty: 3920.550293
	Iteration 9Q: 3 clusters Score -355602.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -355734.375000 Penalty: 3920.550293
	Iteration 10Q: 3 clusters Score -355734.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -355948.125000 Penalty: 3920.550293
	Iteration 11Q: 3 clusters Score -355948.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -356169.062500 Penalty: 3920.550293
	Iteration 12Q: 3 clusters Score -356169.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -356391.000000 Penalty: 3920.550293
	Iteration 13F: 3 clusters Score -356391 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -356496.812500 Penalty: 3920.550293
	Iteration 14Q: 3 clusters Score -356496.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -356572.656250 Penalty: 3920.550293
	Iteration 15Q: 3 clusters Score -356572.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -356624.781250 Penalty: 3920.550293
	Iteration 16Q: 3 clusters Score -356624.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -356682.406250 Penalty: 3920.550293
	Iteration 17Q: 3 clusters Score -356682.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -356725.781250 Penalty: 3920.550293
	Iteration 18Q: 3 clusters Score -356725.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -356748.843750 Penalty: 3920.550293
	Iteration 19Q: 3 clusters Score -356748.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -356767.437500 Penalty: 3920.550293
	Iteration 20F: 3 clusters Score -356767.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -356774.875000 Penalty: 3920.550293
	Iteration 21Q: 3 clusters Score -356774.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -356779.875000 Penalty: 3920.550293
	Iteration 22Q: 3 clusters Score -356779.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -356781.406250 Penalty: 3920.550293
	Iteration 23Q: 3 clusters Score -356781.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -356781.562500 Penalty: 3920.550293
	Iteration 24Q: 3 clusters Score -356781.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -356782.656250 Penalty: 3920.550293
	Iteration 25Q: 3 clusters Score -356782.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -356784.281250 Penalty: 3920.550293
	Iteration 26Q: 3 clusters Score -356784.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -356786.406250 Penalty: 3920.550293
	Iteration 27Q: 3 clusters Score -356786.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -356788.687500 Penalty: 3920.550293
	Iteration 28Q: 3 clusters Score -356788.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -356788.531250 Penalty: 3920.550293
	Iteration 29Q: 3 clusters Score -356788.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -356789.125000 Penalty: 3920.550293
	Iteration 30Q: 3 clusters Score -356789.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -356789.125000 Penalty: 3920.550293
	Iteration 31F: 3 clusters Score -356789.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Entering Unmasked Estep 
Score: -2480270.500000 Penalty: 2431.870605
	Iteration 0F: 2 clusters Score -2480270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2467419.750000 Penalty: 4863.741211
	Iteration 0F: 3 clusters Score -2467420 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2471840.500000 Penalty: 4863.741211
	Iteration 1F: 3 clusters Score -2471840 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2472434.000000 Penalty: 4863.741211
	Iteration 2F: 3 clusters Score -2472434 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2472951.500000 Penalty: 4863.741211
	Iteration 3F: 3 clusters Score -2472952 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2473437.000000 Penalty: 4863.741211
	Iteration 4F: 3 clusters Score -2473437 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2473911.250000 Penalty: 4863.741211
	Iteration 5Q: 3 clusters Score -2473911 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2474484.500000 Penalty: 4863.741211
	Iteration 6Q: 3 clusters Score -2474484 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2475132.250000 Penalty: 4863.741211
	Iteration 7Q: 3 clusters Score -2475132 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2475864.250000 Penalty: 4863.741211
	Iteration 8Q: 3 clusters Score -2475864 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2476533.000000 Penalty: 4863.741211
	Iteration 9Q: 3 clusters Score -2476533 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2477053.250000 Penalty: 4863.741211
	Iteration 10Q: 3 clusters Score -2477053 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2477409.500000 Penalty: 4863.741211
	Iteration 11Q: 3 clusters Score -2477410 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2477654.250000 Penalty: 4863.741211
	Iteration 12Q: 3 clusters Score -2477654 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2477841.250000 Penalty: 4863.741211
	Iteration 13Q: 3 clusters Score -2477841 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2477997.250000 Penalty: 4863.741211
	Iteration 14Q: 3 clusters Score -2477997 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2478157.250000 Penalty: 4863.741211
	Iteration 15Q: 3 clusters Score -2478157 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2478289.000000 Penalty: 4863.741211
	Iteration 16Q: 3 clusters Score -2478289 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2478414.750000 Penalty: 4863.741211
	Iteration 17Q: 3 clusters Score -2478415 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2478506.000000 Penalty: 4863.741211
	Iteration 18Q: 3 clusters Score -2478506 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2478579.250000 Penalty: 4863.741211
	Iteration 19Q: 3 clusters Score -2478579 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2478659.000000 Penalty: 4863.741211
	Iteration 20F: 3 clusters Score -2478659 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2478721.750000 Penalty: 4863.741211
	Iteration 21Q: 3 clusters Score -2478722 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2478778.000000 Penalty: 4863.741211
	Iteration 22Q: 3 clusters Score -2478778 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2478861.000000 Penalty: 4863.741211
	Iteration 23Q: 3 clusters Score -2478861 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2478921.750000 Penalty: 4863.741211
	Iteration 24Q: 3 clusters Score -2478922 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2478967.500000 Penalty: 4863.741211
	Iteration 25Q: 3 clusters Score -2478968 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2479040.750000 Penalty: 4863.741211
	Iteration 26Q: 3 clusters Score -2479041 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2479117.500000 Penalty: 4863.741211
	Iteration 27Q: 3 clusters Score -2479118 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2479170.000000 Penalty: 4863.741211
	Iteration 28Q: 3 clusters Score -2479170 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2479220.500000 Penalty: 4863.741211
	Iteration 29Q: 3 clusters Score -2479220 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2479258.250000 Penalty: 4863.741211
	Iteration 30Q: 3 clusters Score -2479258 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2479287.750000 Penalty: 4863.741211
	Iteration 31Q: 3 clusters Score -2479288 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2479334.750000 Penalty: 4863.741211
	Iteration 32Q: 3 clusters Score -2479335 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2479398.750000 Penalty: 4863.741211
	Iteration 33Q: 3 clusters Score -2479399 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2479469.500000 Penalty: 4863.741211
	Iteration 34Q: 3 clusters Score -2479470 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2479528.750000 Penalty: 4863.741211
	Iteration 35Q: 3 clusters Score -2479529 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2479583.250000 Penalty: 4863.741211
	Iteration 36Q: 3 clusters Score -2479583 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2479627.000000 Penalty: 4863.741211
	Iteration 37Q: 3 clusters Score -2479627 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2479654.250000 Penalty: 4863.741211
	Iteration 38Q: 3 clusters Score -2479654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2479668.250000 Penalty: 4863.741211
	Iteration 39Q: 3 clusters Score -2479668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2479675.250000 Penalty: 4863.741211
	Iteration 40F: 3 clusters Score -2479675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2479671.000000 Penalty: 4863.741211
	Iteration 41Q: 3 clusters Score -2479671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2479675.250000 Penalty: 4863.741211
	Iteration 42Q: 3 clusters Score -2479675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2479680.500000 Penalty: 4863.741211
	Iteration 43Q: 3 clusters Score -2479680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2479681.000000 Penalty: 4863.741211
	Iteration 44Q: 3 clusters Score -2479681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2479683.750000 Penalty: 4863.741211
	Iteration 45Q: 3 clusters Score -2479684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2479683.750000 Penalty: 4863.741211
	Iteration 46F: 3 clusters Score -2479684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Entering Unmasked Estep 
Score: -875715.125000 Penalty: 2180.137695
	Iteration 0F: 2 clusters Score -875715.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -870209.187500 Penalty: 4360.275391
	Iteration 0F: 3 clusters Score -870209.2 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -871933.625000 Penalty: 4360.275391
	Iteration 1F: 3 clusters Score -871933.6 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -872621.500000 Penalty: 4360.275391
	Iteration 2F: 3 clusters Score -872621.5 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -873252.250000 Penalty: 4360.275391
	Iteration 3F: 3 clusters Score -873252.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -873850.562500 Penalty: 4360.275391
	Iteration 4F: 3 clusters Score -873850.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -874388.500000 Penalty: 4360.275391
	Iteration 5F: 3 clusters Score -874388.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -874840.562500 Penalty: 4360.275391
	Iteration 6F: 3 clusters Score -874840.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -875217.187500 Penalty: 4360.275391
	Iteration 7Q: 3 clusters Score -875217.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -875478.187500 Penalty: 4360.275391
	Iteration 8Q: 3 clusters Score -875478.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -875641.562500 Penalty: 4360.275391
	Iteration 9Q: 3 clusters Score -875641.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -875726.437500 Penalty: 4360.275391
	Iteration 10Q: 3 clusters Score -875726.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -875765.062500 Penalty: 4360.275391
	Iteration 11Q: 3 clusters Score -875765.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -875778.875000 Penalty: 4360.275391
	Iteration 12Q: 3 clusters Score -875778.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -875789.562500 Penalty: 4360.275391
	Iteration 13Q: 3 clusters Score -875789.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -875801.750000 Penalty: 4360.275391
	Iteration 14Q: 3 clusters Score -875801.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -875808.875000 Penalty: 4360.275391
	Iteration 15Q: 3 clusters Score -875808.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -875813.250000 Penalty: 4360.275391
	Iteration 16Q: 3 clusters Score -875813.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -875815.187500 Penalty: 4360.275391
	Iteration 17Q: 3 clusters Score -875815.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -875817.937500 Penalty: 4360.275391
	Iteration 18Q: 3 clusters Score -875817.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -875819.062500 Penalty: 4360.275391
	Iteration 19Q: 3 clusters Score -875819.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -875821.187500 Penalty: 4360.275391
	Iteration 20F: 3 clusters Score -875821.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -875820.812500 Penalty: 4360.275391
	Iteration 21Q: 3 clusters Score -875820.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -875822.250000 Penalty: 4360.275391
	Iteration 22Q: 3 clusters Score -875822.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -875823.187500 Penalty: 4360.275391
	Iteration 23Q: 3 clusters Score -875823.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -875822.375000 Penalty: 4360.275391
	Iteration 24Q: 3 clusters Score -875822.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -875823.687500 Penalty: 4360.275391
	Iteration 25Q: 3 clusters Score -875823.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -875823.687500 Penalty: 4360.275391
	Iteration 26F: 3 clusters Score -875823.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152338 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54191 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49622 members 
Mstep: Class 7 contains 11063 members 
Mstep: Class 8 contains 34798 members 
Mstep: Class 9 contains 42035 members 
Mstep: Class 10 contains 13998 members 
Mstep: Class 11 contains 36050 members 
Mstep: Class 12 contains 51591 members 
Mstep: Class 13 contains 3934 members 
Mstep: Class 14 contains 84480 members 
Mstep: Class 15 contains 38297 members 
Mstep: Class 16 contains 69494 members 
Mstep: Class 17 contains 143018 members 
Mstep: Class 18 contains 30537 members 
Mstep: Class 19 contains 7870 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164131 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18141 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
Score: -142943792.000000 Penalty: 103175.226562
Splitting cluster 25 changes total score from -142944720.000000 to -142943792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (6974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Entering Unmasked Estep 
Score: -955897.500000 Penalty: 2194.786133
	Iteration 0F: 2 clusters Score -955897.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -950165.875000 Penalty: 4389.572266
	Iteration 0F: 3 clusters Score -950165.9 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -951687.125000 Penalty: 4389.572266
	Iteration 1F: 3 clusters Score -951687.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -951900.312500 Penalty: 4389.572266
	Iteration 2F: 3 clusters Score -951900.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -952023.937500 Penalty: 4389.572266
	Iteration 3Q: 3 clusters Score -952023.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -952108.500000 Penalty: 4389.572266
	Iteration 4Q: 3 clusters Score -952108.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -952177.062500 Penalty: 4389.572266
	Iteration 5Q: 3 clusters Score -952177.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -952235.625000 Penalty: 4389.572266
	Iteration 6Q: 3 clusters Score -952235.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -952292.812500 Penalty: 4389.572266
	Iteration 7Q: 3 clusters Score -952292.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -952340.625000 Penalty: 4389.572266
	Iteration 8Q: 3 clusters Score -952340.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -952385.750000 Penalty: 4389.572266
	Iteration 9Q: 3 clusters Score -952385.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -952412.312500 Penalty: 4389.572266
	Iteration 10Q: 3 clusters Score -952412.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -952434.562500 Penalty: 4389.572266
	Iteration 11Q: 3 clusters Score -952434.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -952451.500000 Penalty: 4389.572266
	Iteration 12Q: 3 clusters Score -952451.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -952471.750000 Penalty: 4389.572266
	Iteration 13Q: 3 clusters Score -952471.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -952482.625000 Penalty: 4389.572266
	Iteration 14Q: 3 clusters Score -952482.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -952501.500000 Penalty: 4389.572266
	Iteration 15Q: 3 clusters Score -952501.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -952518.062500 Penalty: 4389.572266
	Iteration 16Q: 3 clusters Score -952518.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -952537.000000 Penalty: 4389.572266
	Iteration 17Q: 3 clusters Score -952537 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -952558.312500 Penalty: 4389.572266
	Iteration 18Q: 3 clusters Score -952558.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -952584.125000 Penalty: 4389.572266
	Iteration 19Q: 3 clusters Score -952584.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -952608.812500 Penalty: 4389.572266
	Iteration 20F: 3 clusters Score -952608.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -952632.937500 Penalty: 4389.572266
	Iteration 21Q: 3 clusters Score -952632.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -952662.937500 Penalty: 4389.572266
	Iteration 22Q: 3 clusters Score -952662.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -952690.437500 Penalty: 4389.572266
	Iteration 23Q: 3 clusters Score -952690.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -952721.812500 Penalty: 4389.572266
	Iteration 24Q: 3 clusters Score -952721.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -952755.500000 Penalty: 4389.572266
	Iteration 25Q: 3 clusters Score -952755.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -952802.812500 Penalty: 4389.572266
	Iteration 26Q: 3 clusters Score -952802.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -952846.187500 Penalty: 4389.572266
	Iteration 27Q: 3 clusters Score -952846.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -952901.437500 Penalty: 4389.572266
	Iteration 28Q: 3 clusters Score -952901.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -952961.312500 Penalty: 4389.572266
	Iteration 29Q: 3 clusters Score -952961.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -953020.562500 Penalty: 4389.572266
	Iteration 30Q: 3 clusters Score -953020.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -953080.187500 Penalty: 4389.572266
	Iteration 31Q: 3 clusters Score -953080.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -953137.062500 Penalty: 4389.572266
	Iteration 32Q: 3 clusters Score -953137.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -953192.312500 Penalty: 4389.572266
	Iteration 33Q: 3 clusters Score -953192.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -953262.125000 Penalty: 4389.572266
	Iteration 34Q: 3 clusters Score -953262.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -953337.062500 Penalty: 4389.572266
	Iteration 35Q: 3 clusters Score -953337.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -953383.875000 Penalty: 4389.572266
	Iteration 36Q: 3 clusters Score -953383.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -953423.812500 Penalty: 4389.572266
	Iteration 37Q: 3 clusters Score -953423.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -953463.875000 Penalty: 4389.572266
	Iteration 38Q: 3 clusters Score -953463.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -953508.437500 Penalty: 4389.572266
	Iteration 39Q: 3 clusters Score -953508.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -953552.062500 Penalty: 4389.572266
	Iteration 40F: 3 clusters Score -953552.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -953586.562500 Penalty: 4389.572266
	Iteration 41Q: 3 clusters Score -953586.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -953617.125000 Penalty: 4389.572266
	Iteration 42Q: 3 clusters Score -953617.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -953648.687500 Penalty: 4389.572266
	Iteration 43Q: 3 clusters Score -953648.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -953680.750000 Penalty: 4389.572266
	Iteration 44Q: 3 clusters Score -953680.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -953708.812500 Penalty: 4389.572266
	Iteration 45Q: 3 clusters Score -953708.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -953727.875000 Penalty: 4389.572266
	Iteration 46Q: 3 clusters Score -953727.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -953747.500000 Penalty: 4389.572266
	Iteration 47Q: 3 clusters Score -953747.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -953766.375000 Penalty: 4389.572266
	Iteration 48Q: 3 clusters Score -953766.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -953784.812500 Penalty: 4389.572266
	Iteration 49Q: 3 clusters Score -953784.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -953799.812500 Penalty: 4389.572266
	Iteration 50Q: 3 clusters Score -953799.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -953813.500000 Penalty: 4389.572266
	Iteration 51Q: 3 clusters Score -953813.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -953828.000000 Penalty: 4389.572266
	Iteration 52Q: 3 clusters Score -953828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -953836.187500 Penalty: 4389.572266
	Iteration 53Q: 3 clusters Score -953836.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -953848.875000 Penalty: 4389.572266
	Iteration 54Q: 3 clusters Score -953848.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -953860.500000 Penalty: 4389.572266
	Iteration 55Q: 3 clusters Score -953860.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -953872.750000 Penalty: 4389.572266
	Iteration 56Q: 3 clusters Score -953872.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -953882.375000 Penalty: 4389.572266
	Iteration 57Q: 3 clusters Score -953882.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -953895.562500 Penalty: 4389.572266
	Iteration 58Q: 3 clusters Score -953895.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -953911.000000 Penalty: 4389.572266
	Iteration 59Q: 3 clusters Score -953911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -953919.437500 Penalty: 4389.572266
	Iteration 60F: 3 clusters Score -953919.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -953927.375000 Penalty: 4389.572266
	Iteration 61Q: 3 clusters Score -953927.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -953937.375000 Penalty: 4389.572266
	Iteration 62Q: 3 clusters Score -953937.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -953949.437500 Penalty: 4389.572266
	Iteration 63Q: 3 clusters Score -953949.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -953953.062500 Penalty: 4389.572266
	Iteration 64Q: 3 clusters Score -953953.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -953961.625000 Penalty: 4389.572266
	Iteration 65Q: 3 clusters Score -953961.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -953968.250000 Penalty: 4389.572266
	Iteration 66Q: 3 clusters Score -953968.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -953973.625000 Penalty: 4389.572266
	Iteration 67Q: 3 clusters Score -953973.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -953979.312500 Penalty: 4389.572266
	Iteration 68Q: 3 clusters Score -953979.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -953988.125000 Penalty: 4389.572266
	Iteration 69Q: 3 clusters Score -953988.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -953988.750000 Penalty: 4389.572266
	Iteration 70Q: 3 clusters Score -953988.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -953990.875000 Penalty: 4389.572266
	Iteration 71Q: 3 clusters Score -953990.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -953992.250000 Penalty: 4389.572266
	Iteration 72Q: 3 clusters Score -953992.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -953992.000000 Penalty: 4389.572266
	Iteration 73Q: 3 clusters Score -953992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -953992.375000 Penalty: 4389.572266
	Iteration 74Q: 3 clusters Score -953992.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -953992.375000 Penalty: 4389.572266
	Iteration 75F: 3 clusters Score -953992.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Entering Unmasked Estep 
Score: -752854.937500 Penalty: 2139.659912
	Iteration 0F: 2 clusters Score -752854.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -747998.562500 Penalty: 4279.319824
	Iteration 0F: 3 clusters Score -747998.6 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -749203.062500 Penalty: 4279.319824
	Iteration 1F: 3 clusters Score -749203.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -749402.312500 Penalty: 4279.319824
	Iteration 2F: 3 clusters Score -749402.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -749560.125000 Penalty: 4279.319824
	Iteration 3Q: 3 clusters Score -749560.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -749693.000000 Penalty: 4279.319824
	Iteration 4Q: 3 clusters Score -749693 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -749796.000000 Penalty: 4279.319824
	Iteration 5Q: 3 clusters Score -749796 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -749872.937500 Penalty: 4279.319824
	Iteration 6Q: 3 clusters Score -749872.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -749935.625000 Penalty: 4279.319824
	Iteration 7Q: 3 clusters Score -749935.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -749983.875000 Penalty: 4279.319824
	Iteration 8Q: 3 clusters Score -749983.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -750034.312500 Penalty: 4279.319824
	Iteration 9Q: 3 clusters Score -750034.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -750076.187500 Penalty: 4279.319824
	Iteration 10Q: 3 clusters Score -750076.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -750117.062500 Penalty: 4279.319824
	Iteration 11Q: 3 clusters Score -750117.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -750165.250000 Penalty: 4279.319824
	Iteration 12Q: 3 clusters Score -750165.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -750204.062500 Penalty: 4279.319824
	Iteration 13Q: 3 clusters Score -750204.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -750241.562500 Penalty: 4279.319824
	Iteration 14Q: 3 clusters Score -750241.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -750281.187500 Penalty: 4279.319824
	Iteration 15Q: 3 clusters Score -750281.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -750327.500000 Penalty: 4279.319824
	Iteration 16Q: 3 clusters Score -750327.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -750360.562500 Penalty: 4279.319824
	Iteration 17Q: 3 clusters Score -750360.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -750389.875000 Penalty: 4279.319824
	Iteration 18Q: 3 clusters Score -750389.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -750416.375000 Penalty: 4279.319824
	Iteration 19Q: 3 clusters Score -750416.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -750444.062500 Penalty: 4279.319824
	Iteration 20F: 3 clusters Score -750444.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -750471.250000 Penalty: 4279.319824
	Iteration 21Q: 3 clusters Score -750471.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -750504.250000 Penalty: 4279.319824
	Iteration 22Q: 3 clusters Score -750504.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -750543.250000 Penalty: 4279.319824
	Iteration 23Q: 3 clusters Score -750543.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -750588.625000 Penalty: 4279.319824
	Iteration 24Q: 3 clusters Score -750588.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -750639.312500 Penalty: 4279.319824
	Iteration 25Q: 3 clusters Score -750639.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -750692.625000 Penalty: 4279.319824
	Iteration 26Q: 3 clusters Score -750692.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -750742.187500 Penalty: 4279.319824
	Iteration 27Q: 3 clusters Score -750742.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -750788.500000 Penalty: 4279.319824
	Iteration 28Q: 3 clusters Score -750788.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -750831.437500 Penalty: 4279.319824
	Iteration 29Q: 3 clusters Score -750831.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -750874.375000 Penalty: 4279.319824
	Iteration 30Q: 3 clusters Score -750874.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -750918.500000 Penalty: 4279.319824
	Iteration 31Q: 3 clusters Score -750918.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -750946.500000 Penalty: 4279.319824
	Iteration 32Q: 3 clusters Score -750946.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -750971.687500 Penalty: 4279.319824
	Iteration 33Q: 3 clusters Score -750971.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -750989.812500 Penalty: 4279.319824
	Iteration 34Q: 3 clusters Score -750989.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -751008.062500 Penalty: 4279.319824
	Iteration 35Q: 3 clusters Score -751008.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -751030.500000 Penalty: 4279.319824
	Iteration 36Q: 3 clusters Score -751030.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -751058.250000 Penalty: 4279.319824
	Iteration 37Q: 3 clusters Score -751058.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -751089.812500 Penalty: 4279.319824
	Iteration 38Q: 3 clusters Score -751089.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -751113.250000 Penalty: 4279.319824
	Iteration 39Q: 3 clusters Score -751113.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -751131.937500 Penalty: 4279.319824
	Iteration 40F: 3 clusters Score -751131.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -751141.937500 Penalty: 4279.319824
	Iteration 41Q: 3 clusters Score -751141.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -751153.875000 Penalty: 4279.319824
	Iteration 42Q: 3 clusters Score -751153.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -751167.125000 Penalty: 4279.319824
	Iteration 43Q: 3 clusters Score -751167.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -751178.812500 Penalty: 4279.319824
	Iteration 44Q: 3 clusters Score -751178.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -751187.000000 Penalty: 4279.319824
	Iteration 45Q: 3 clusters Score -751187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -751191.625000 Penalty: 4279.319824
	Iteration 46Q: 3 clusters Score -751191.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -751203.312500 Penalty: 4279.319824
	Iteration 47Q: 3 clusters Score -751203.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -751207.812500 Penalty: 4279.319824
	Iteration 48Q: 3 clusters Score -751207.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -751214.812500 Penalty: 4279.319824
	Iteration 49Q: 3 clusters Score -751214.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -751219.375000 Penalty: 4279.319824
	Iteration 50Q: 3 clusters Score -751219.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -751225.312500 Penalty: 4279.319824
	Iteration 51Q: 3 clusters Score -751225.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -751234.562500 Penalty: 4279.319824
	Iteration 52Q: 3 clusters Score -751234.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -751241.000000 Penalty: 4279.319824
	Iteration 53Q: 3 clusters Score -751241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -751249.187500 Penalty: 4279.319824
	Iteration 54Q: 3 clusters Score -751249.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -751254.562500 Penalty: 4279.319824
	Iteration 55Q: 3 clusters Score -751254.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -751265.125000 Penalty: 4279.319824
	Iteration 56Q: 3 clusters Score -751265.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -751279.000000 Penalty: 4279.319824
	Iteration 57Q: 3 clusters Score -751279 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -751299.750000 Penalty: 4279.319824
	Iteration 58Q: 3 clusters Score -751299.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -751327.125000 Penalty: 4279.319824
	Iteration 59Q: 3 clusters Score -751327.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -751362.750000 Penalty: 4279.319824
	Iteration 60F: 3 clusters Score -751362.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -751408.625000 Penalty: 4279.319824
	Iteration 61Q: 3 clusters Score -751408.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -751452.812500 Penalty: 4279.319824
	Iteration 62Q: 3 clusters Score -751452.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -751496.312500 Penalty: 4279.319824
	Iteration 63Q: 3 clusters Score -751496.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -751523.812500 Penalty: 4279.319824
	Iteration 64Q: 3 clusters Score -751523.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -751551.875000 Penalty: 4279.319824
	Iteration 65Q: 3 clusters Score -751551.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -751580.875000 Penalty: 4279.319824
	Iteration 66Q: 3 clusters Score -751580.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -751604.125000 Penalty: 4279.319824
	Iteration 67Q: 3 clusters Score -751604.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -751618.312500 Penalty: 4279.319824
	Iteration 68Q: 3 clusters Score -751618.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -751631.812500 Penalty: 4279.319824
	Iteration 69Q: 3 clusters Score -751631.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -751644.875000 Penalty: 4279.319824
	Iteration 70Q: 3 clusters Score -751644.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -751659.562500 Penalty: 4279.319824
	Iteration 71Q: 3 clusters Score -751659.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -751674.000000 Penalty: 4279.319824
	Iteration 72Q: 3 clusters Score -751674 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -751692.937500 Penalty: 4279.319824
	Iteration 73Q: 3 clusters Score -751692.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -751717.875000 Penalty: 4279.319824
	Iteration 74Q: 3 clusters Score -751717.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -751733.562500 Penalty: 4279.319824
	Iteration 75Q: 3 clusters Score -751733.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -751746.375000 Penalty: 4279.319824
	Iteration 76Q: 3 clusters Score -751746.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -751755.187500 Penalty: 4279.319824
	Iteration 77Q: 3 clusters Score -751755.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -751766.125000 Penalty: 4279.319824
	Iteration 78Q: 3 clusters Score -751766.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -751775.250000 Penalty: 4279.319824
	Iteration 79Q: 3 clusters Score -751775.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -751783.312500 Penalty: 4279.319824
	Iteration 80F: 3 clusters Score -751783.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -751789.500000 Penalty: 4279.319824
	Iteration 81Q: 3 clusters Score -751789.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -751793.062500 Penalty: 4279.319824
	Iteration 82Q: 3 clusters Score -751793.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -751799.312500 Penalty: 4279.319824
	Iteration 83Q: 3 clusters Score -751799.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -751803.687500 Penalty: 4279.319824
	Iteration 84Q: 3 clusters Score -751803.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -751807.562500 Penalty: 4279.319824
	Iteration 85Q: 3 clusters Score -751807.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -751809.500000 Penalty: 4279.319824
	Iteration 86Q: 3 clusters Score -751809.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -751816.312500 Penalty: 4279.319824
	Iteration 87Q: 3 clusters Score -751816.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -751823.187500 Penalty: 4279.319824
	Iteration 88Q: 3 clusters Score -751823.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -751829.000000 Penalty: 4279.319824
	Iteration 89Q: 3 clusters Score -751829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -751836.375000 Penalty: 4279.319824
	Iteration 90Q: 3 clusters Score -751836.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -751841.312500 Penalty: 4279.319824
	Iteration 91Q: 3 clusters Score -751841.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -751843.750000 Penalty: 4279.319824
	Iteration 92Q: 3 clusters Score -751843.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -751851.687500 Penalty: 4279.319824
	Iteration 93Q: 3 clusters Score -751851.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -751860.500000 Penalty: 4279.319824
	Iteration 94Q: 3 clusters Score -751860.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -751869.125000 Penalty: 4279.319824
	Iteration 95Q: 3 clusters Score -751869.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -751870.937500 Penalty: 4279.319824
	Iteration 96Q: 3 clusters Score -751870.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -751879.500000 Penalty: 4279.319824
	Iteration 97Q: 3 clusters Score -751879.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -751881.437500 Penalty: 4279.319824
	Iteration 98Q: 3 clusters Score -751881.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -751882.000000 Penalty: 4279.319824
	Iteration 99Q: 3 clusters Score -751882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -751882.812500 Penalty: 4279.319824
	Iteration 100F: 3 clusters Score -751882.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -751884.562500 Penalty: 4279.319824
	Iteration 101Q: 3 clusters Score -751884.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -751885.812500 Penalty: 4279.319824
	Iteration 102Q: 3 clusters Score -751885.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -751888.375000 Penalty: 4279.319824
	Iteration 103Q: 3 clusters Score -751888.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -751886.937500 Penalty: 4279.319824
	Iteration 104Q: 3 clusters Score -751886.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -751886.000000 Penalty: 4279.319824
	Iteration 105Q: 3 clusters Score -751886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -751886.000000 Penalty: 4279.319824
	Iteration 106F: 3 clusters Score -751886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Entering Unmasked Estep 
Score: -862741.625000 Penalty: 2173.795166
	Iteration 0F: 2 clusters Score -862741.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -857275.125000 Penalty: 4347.590332
	Iteration 0F: 3 clusters Score -857275.1 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -858763.625000 Penalty: 4347.590332
	Iteration 1F: 3 clusters Score -858763.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -859170.375000 Penalty: 4347.590332
	Iteration 2F: 3 clusters Score -859170.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -859553.125000 Penalty: 4347.590332
	Iteration 3F: 3 clusters Score -859553.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -859912.500000 Penalty: 4347.590332
	Iteration 4F: 3 clusters Score -859912.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -860346.875000 Penalty: 4347.590332
	Iteration 5F: 3 clusters Score -860346.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -860806.437500 Penalty: 4347.590332
	Iteration 6F: 3 clusters Score -860806.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -861217.937500 Penalty: 4347.590332
	Iteration 7F: 3 clusters Score -861217.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -861589.875000 Penalty: 4347.590332
	Iteration 8F: 3 clusters Score -861589.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -861994.125000 Penalty: 4347.590332
	Iteration 9Q: 3 clusters Score -861994.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -862452.937500 Penalty: 4347.590332
	Iteration 10Q: 3 clusters Score -862452.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -863008.125000 Penalty: 4347.590332
	Iteration 11Q: 3 clusters Score -863008.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -863394.312500 Penalty: 4347.590332
	Iteration 12Q: 3 clusters Score -863394.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -863512.687500 Penalty: 4347.590332
	Iteration 13Q: 3 clusters Score -863512.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -863541.125000 Penalty: 4347.590332
	Iteration 14Q: 3 clusters Score -863541.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -863549.875000 Penalty: 4347.590332
	Iteration 15Q: 3 clusters Score -863549.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -863553.562500 Penalty: 4347.590332
	Iteration 16Q: 3 clusters Score -863553.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -863553.312500 Penalty: 4347.590332
	Iteration 17Q: 3 clusters Score -863553.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -863553.312500 Penalty: 4347.590332
	Iteration 18F: 3 clusters Score -863553.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152338 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54191 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49622 members 
Mstep: Class 7 contains 11063 members 
Mstep: Class 8 contains 34798 members 
Mstep: Class 9 contains 42035 members 
Mstep: Class 10 contains 13998 members 
Mstep: Class 11 contains 36050 members 
Mstep: Class 12 contains 51591 members 
Mstep: Class 13 contains 3975 members 
Mstep: Class 14 contains 84480 members 
Mstep: Class 15 contains 38297 members 
Mstep: Class 16 contains 69494 members 
Mstep: Class 17 contains 143018 members 
Mstep: Class 18 contains 30537 members 
Mstep: Class 19 contains 7870 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164131 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18141 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 2433 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
Score: -142944448.000000 Penalty: 103175.226562
Splitting cluster 28 changes total score from -142944720.000000 to -142944448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (1356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Entering Unmasked Estep 
Score: -182911.265625 Penalty: 1788.649048
	Iteration 0F: 2 clusters Score -182911.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -180736.203125 Penalty: 3577.298096
	Iteration 0F: 3 clusters Score -180736.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -181113.968750 Penalty: 3577.298096
	Iteration 1F: 3 clusters Score -181114 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -181258.390625 Penalty: 3577.298096
	Iteration 2F: 3 clusters Score -181258.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -181396.546875 Penalty: 3577.298096
	Iteration 3F: 3 clusters Score -181396.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -181544.296875 Penalty: 3577.298096
	Iteration 4Q: 3 clusters Score -181544.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -181722.375000 Penalty: 3577.298096
	Iteration 5Q: 3 clusters Score -181722.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -181899.203125 Penalty: 3577.298096
	Iteration 6Q: 3 clusters Score -181899.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -182150.437500 Penalty: 3577.298096
	Iteration 7F: 3 clusters Score -182150.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -182363.484375 Penalty: 3577.298096
	Iteration 8F: 3 clusters Score -182363.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -182507.093750 Penalty: 3577.298096
	Iteration 9Q: 3 clusters Score -182507.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -182630.109375 Penalty: 3577.298096
	Iteration 10Q: 3 clusters Score -182630.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -182693.968750 Penalty: 3577.298096
	Iteration 11Q: 3 clusters Score -182694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -182715.703125 Penalty: 3577.298096
	Iteration 12Q: 3 clusters Score -182715.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -182723.250000 Penalty: 3577.298096
	Iteration 13Q: 3 clusters Score -182723.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -182727.578125 Penalty: 3577.298096
	Iteration 14Q: 3 clusters Score -182727.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -182733.656250 Penalty: 3577.298096
	Iteration 15Q: 3 clusters Score -182733.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -182733.656250 Penalty: 3577.298096
	Iteration 16F: 3 clusters Score -182733.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Entering Unmasked Estep 
Score: -362286.406250 Penalty: 1965.886963
	Iteration 0F: 2 clusters Score -362286.4 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 1404 members 
Entering Unmasked Estep 
Score: -359224.312500 Penalty: 3931.773926
	Iteration 0F: 3 clusters Score -359224.3 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -359774.531250 Penalty: 3931.773926
	Iteration 1F: 3 clusters Score -359774.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -359914.062500 Penalty: 3931.773926
	Iteration 2F: 3 clusters Score -359914.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -359979.562500 Penalty: 3931.773926
	Iteration 3Q: 3 clusters Score -359979.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -360018.687500 Penalty: 3931.773926
	Iteration 4Q: 3 clusters Score -360018.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -360052.000000 Penalty: 3931.773926
	Iteration 5Q: 3 clusters Score -360052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -360082.843750 Penalty: 3931.773926
	Iteration 6Q: 3 clusters Score -360082.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -360109.656250 Penalty: 3931.773926
	Iteration 7Q: 3 clusters Score -360109.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -360135.562500 Penalty: 3931.773926
	Iteration 8Q: 3 clusters Score -360135.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -360148.875000 Penalty: 3931.773926
	Iteration 9Q: 3 clusters Score -360148.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -360168.281250 Penalty: 3931.773926
	Iteration 10Q: 3 clusters Score -360168.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -360187.937500 Penalty: 3931.773926
	Iteration 11Q: 3 clusters Score -360187.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -360203.312500 Penalty: 3931.773926
	Iteration 12Q: 3 clusters Score -360203.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -360221.562500 Penalty: 3931.773926
	Iteration 13Q: 3 clusters Score -360221.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -360234.812500 Penalty: 3931.773926
	Iteration 14Q: 3 clusters Score -360234.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -360247.718750 Penalty: 3931.773926
	Iteration 15Q: 3 clusters Score -360247.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -360260.406250 Penalty: 3931.773926
	Iteration 16Q: 3 clusters Score -360260.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -360271.156250 Penalty: 3931.773926
	Iteration 17Q: 3 clusters Score -360271.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -360282.843750 Penalty: 3931.773926
	Iteration 18Q: 3 clusters Score -360282.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -360295.062500 Penalty: 3931.773926
	Iteration 19Q: 3 clusters Score -360295.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -360312.250000 Penalty: 3931.773926
	Iteration 20F: 3 clusters Score -360312.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -360324.750000 Penalty: 3931.773926
	Iteration 21Q: 3 clusters Score -360324.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -360338.218750 Penalty: 3931.773926
	Iteration 22Q: 3 clusters Score -360338.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -360353.125000 Penalty: 3931.773926
	Iteration 23Q: 3 clusters Score -360353.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -360366.812500 Penalty: 3931.773926
	Iteration 24Q: 3 clusters Score -360366.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -360385.437500 Penalty: 3931.773926
	Iteration 25Q: 3 clusters Score -360385.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -360397.718750 Penalty: 3931.773926
	Iteration 26Q: 3 clusters Score -360397.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -360409.093750 Penalty: 3931.773926
	Iteration 27Q: 3 clusters Score -360409.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -360415.093750 Penalty: 3931.773926
	Iteration 28Q: 3 clusters Score -360415.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -360423.375000 Penalty: 3931.773926
	Iteration 29Q: 3 clusters Score -360423.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -360430.250000 Penalty: 3931.773926
	Iteration 30Q: 3 clusters Score -360430.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -360435.125000 Penalty: 3931.773926
	Iteration 31Q: 3 clusters Score -360435.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -360439.906250 Penalty: 3931.773926
	Iteration 32Q: 3 clusters Score -360439.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -360443.343750 Penalty: 3931.773926
	Iteration 33Q: 3 clusters Score -360443.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -360448.593750 Penalty: 3931.773926
	Iteration 34Q: 3 clusters Score -360448.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -360452.625000 Penalty: 3931.773926
	Iteration 35Q: 3 clusters Score -360452.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -360457.125000 Penalty: 3931.773926
	Iteration 36Q: 3 clusters Score -360457.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -360460.250000 Penalty: 3931.773926
	Iteration 37Q: 3 clusters Score -360460.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -360463.562500 Penalty: 3931.773926
	Iteration 38Q: 3 clusters Score -360463.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -360467.156250 Penalty: 3931.773926
	Iteration 39Q: 3 clusters Score -360467.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -360472.781250 Penalty: 3931.773926
	Iteration 40F: 3 clusters Score -360472.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -360477.750000 Penalty: 3931.773926
	Iteration 41Q: 3 clusters Score -360477.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -360482.718750 Penalty: 3931.773926
	Iteration 42Q: 3 clusters Score -360482.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -360487.093750 Penalty: 3931.773926
	Iteration 43Q: 3 clusters Score -360487.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -360490.937500 Penalty: 3931.773926
	Iteration 44Q: 3 clusters Score -360490.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -360495.093750 Penalty: 3931.773926
	Iteration 45Q: 3 clusters Score -360495.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -360503.625000 Penalty: 3931.773926
	Iteration 46Q: 3 clusters Score -360503.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -360512.406250 Penalty: 3931.773926
	Iteration 47Q: 3 clusters Score -360512.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -360524.843750 Penalty: 3931.773926
	Iteration 48Q: 3 clusters Score -360524.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -360540.218750 Penalty: 3931.773926
	Iteration 49Q: 3 clusters Score -360540.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -360555.937500 Penalty: 3931.773926
	Iteration 50Q: 3 clusters Score -360555.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -360566.500000 Penalty: 3931.773926
	Iteration 51Q: 3 clusters Score -360566.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -360572.656250 Penalty: 3931.773926
	Iteration 52Q: 3 clusters Score -360572.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -360577.218750 Penalty: 3931.773926
	Iteration 53Q: 3 clusters Score -360577.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -360580.718750 Penalty: 3931.773926
	Iteration 54Q: 3 clusters Score -360580.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -360581.625000 Penalty: 3931.773926
	Iteration 55Q: 3 clusters Score -360581.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -360584.093750 Penalty: 3931.773926
	Iteration 56Q: 3 clusters Score -360584.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -360584.093750 Penalty: 3931.773926
	Iteration 57F: 3 clusters Score -360584.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152338 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54191 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49622 members 
Mstep: Class 7 contains 11063 members 
Mstep: Class 8 contains 34798 members 
Mstep: Class 9 contains 42035 members 
Mstep: Class 10 contains 13998 members 
Mstep: Class 11 contains 36050 members 
Mstep: Class 12 contains 51591 members 
Mstep: Class 14 contains 84480 members 
Mstep: Class 15 contains 38297 members 
Mstep: Class 16 contains 69494 members 
Mstep: Class 17 contains 143018 members 
Mstep: Class 18 contains 30537 members 
Mstep: Class 19 contains 7870 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164131 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18141 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944832.000000 Penalty: 99736.046875
Iteration 439Q: 30 clusters Score -1.429448e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 152341 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54189 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49621 members 
Mstep: Class 7 contains 11063 members 
Mstep: Class 8 contains 34799 members 
Mstep: Class 9 contains 42036 members 
Mstep: Class 10 contains 13997 members 
Mstep: Class 11 contains 36051 members 
Mstep: Class 12 contains 51592 members 
Mstep: Class 14 contains 84490 members 
Mstep: Class 15 contains 38293 members 
Mstep: Class 16 contains 69495 members 
Mstep: Class 17 contains 143030 members 
Mstep: Class 18 contains 30537 members 
Mstep: Class 19 contains 7870 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164110 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18141 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944720.000000 Penalty: 99736.046875
Iteration 440F: 30 clusters Score -1.429447e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 152332 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54191 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49623 members 
Mstep: Class 7 contains 11063 members 
Mstep: Class 8 contains 34800 members 
Mstep: Class 9 contains 42038 members 
Mstep: Class 10 contains 13996 members 
Mstep: Class 11 contains 36055 members 
Mstep: Class 12 contains 51592 members 
Mstep: Class 14 contains 84493 members 
Mstep: Class 15 contains 38294 members 
Mstep: Class 16 contains 69497 members 
Mstep: Class 17 contains 143034 members 
Mstep: Class 18 contains 30538 members 
Mstep: Class 19 contains 7870 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164099 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18141 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944784.000000 Penalty: 99736.046875
Iteration 441Q: 30 clusters Score -1.429448e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 152328 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54195 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49619 members 
Mstep: Class 7 contains 11063 members 
Mstep: Class 8 contains 34800 members 
Mstep: Class 9 contains 42039 members 
Mstep: Class 10 contains 13995 members 
Mstep: Class 11 contains 36055 members 
Mstep: Class 12 contains 51592 members 
Mstep: Class 14 contains 84497 members 
Mstep: Class 15 contains 38294 members 
Mstep: Class 16 contains 69502 members 
Mstep: Class 17 contains 143038 members 
Mstep: Class 18 contains 30537 members 
Mstep: Class 19 contains 7870 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164091 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18141 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944816.000000 Penalty: 99736.046875
Iteration 442Q: 30 clusters Score -1.429448e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 152332 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54194 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49621 members 
Mstep: Class 7 contains 11063 members 
Mstep: Class 8 contains 34800 members 
Mstep: Class 9 contains 42039 members 
Mstep: Class 10 contains 13995 members 
Mstep: Class 11 contains 36053 members 
Mstep: Class 12 contains 51593 members 
Mstep: Class 14 contains 84498 members 
Mstep: Class 15 contains 38293 members 
Mstep: Class 16 contains 69505 members 
Mstep: Class 17 contains 143038 members 
Mstep: Class 18 contains 30538 members 
Mstep: Class 19 contains 7870 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164083 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18141 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944752.000000 Penalty: 99736.046875
Iteration 443Q: 30 clusters Score -1.429448e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 152328 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54196 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49620 members 
Mstep: Class 7 contains 11063 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 42040 members 
Mstep: Class 10 contains 13997 members 
Mstep: Class 11 contains 36055 members 
Mstep: Class 12 contains 51591 members 
Mstep: Class 14 contains 84501 members 
Mstep: Class 15 contains 38293 members 
Mstep: Class 16 contains 69505 members 
Mstep: Class 17 contains 143042 members 
Mstep: Class 18 contains 30538 members 
Mstep: Class 19 contains 7870 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164075 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18141 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944864.000000 Penalty: 99736.046875
Iteration 444Q: 30 clusters Score -1.429449e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 152334 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54198 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49620 members 
Mstep: Class 7 contains 11064 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 42042 members 
Mstep: Class 10 contains 13997 members 
Mstep: Class 11 contains 36053 members 
Mstep: Class 12 contains 51591 members 
Mstep: Class 14 contains 84502 members 
Mstep: Class 15 contains 38292 members 
Mstep: Class 16 contains 69508 members 
Mstep: Class 17 contains 143043 members 
Mstep: Class 18 contains 30538 members 
Mstep: Class 19 contains 7871 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164061 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18141 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944864.000000 Penalty: 99736.046875
Iteration 445Q: 30 clusters Score -1.429449e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 152335 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54199 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49620 members 
Mstep: Class 7 contains 11064 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 42043 members 
Mstep: Class 10 contains 13998 members 
Mstep: Class 11 contains 36053 members 
Mstep: Class 12 contains 51592 members 
Mstep: Class 14 contains 84499 members 
Mstep: Class 15 contains 38292 members 
Mstep: Class 16 contains 69508 members 
Mstep: Class 17 contains 143048 members 
Mstep: Class 18 contains 30538 members 
Mstep: Class 19 contains 7871 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164054 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18141 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944944.000000 Penalty: 99736.046875
Iteration 446Q: 30 clusters Score -1.429449e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 152332 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54198 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49621 members 
Mstep: Class 7 contains 11064 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 42045 members 
Mstep: Class 10 contains 13999 members 
Mstep: Class 11 contains 36053 members 
Mstep: Class 12 contains 51594 members 
Mstep: Class 14 contains 84498 members 
Mstep: Class 15 contains 38291 members 
Mstep: Class 16 contains 69510 members 
Mstep: Class 17 contains 143053 members 
Mstep: Class 18 contains 30538 members 
Mstep: Class 19 contains 7871 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164048 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18140 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944848.000000 Penalty: 99736.046875
Iteration 447Q: 30 clusters Score -1.429448e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 152326 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54197 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49625 members 
Mstep: Class 7 contains 11064 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42045 members 
Mstep: Class 10 contains 13999 members 
Mstep: Class 11 contains 36054 members 
Mstep: Class 12 contains 51594 members 
Mstep: Class 14 contains 84500 members 
Mstep: Class 15 contains 38293 members 
Mstep: Class 16 contains 69513 members 
Mstep: Class 17 contains 143056 members 
Mstep: Class 18 contains 30537 members 
Mstep: Class 19 contains 7871 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164041 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18139 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944832.000000 Penalty: 99736.046875
Iteration 448Q: 30 clusters Score -1.429448e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 152323 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54195 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49630 members 
Mstep: Class 7 contains 11064 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42045 members 
Mstep: Class 10 contains 13999 members 
Mstep: Class 11 contains 36054 members 
Mstep: Class 12 contains 51595 members 
Mstep: Class 14 contains 84500 members 
Mstep: Class 15 contains 38295 members 
Mstep: Class 16 contains 69514 members 
Mstep: Class 17 contains 143059 members 
Mstep: Class 18 contains 30537 members 
Mstep: Class 19 contains 7871 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164035 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944752.000000 Penalty: 99736.046875
Iteration 449Q: 30 clusters Score -1.429448e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 152321 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54193 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49629 members 
Mstep: Class 7 contains 11064 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42045 members 
Mstep: Class 10 contains 14001 members 
Mstep: Class 11 contains 36054 members 
Mstep: Class 12 contains 51598 members 
Mstep: Class 14 contains 84501 members 
Mstep: Class 15 contains 38294 members 
Mstep: Class 16 contains 69514 members 
Mstep: Class 17 contains 143057 members 
Mstep: Class 18 contains 30538 members 
Mstep: Class 19 contains 7871 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164036 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944768.000000 Penalty: 99736.046875
Iteration 450Q: 30 clusters Score -1.429448e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 152320 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54194 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 49627 members 
Mstep: Class 7 contains 11064 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42045 members 
Mstep: Class 10 contains 14003 members 
Mstep: Class 11 contains 36054 members 
Mstep: Class 12 contains 51600 members 
Mstep: Class 14 contains 84501 members 
Mstep: Class 15 contains 38295 members 
Mstep: Class 16 contains 69515 members 
Mstep: Class 17 contains 143057 members 
Mstep: Class 18 contains 30537 members 
Mstep: Class 19 contains 7871 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164033 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944784.000000 Penalty: 99736.046875
Iteration 451Q: 30 clusters Score -1.429448e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 152316 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54196 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49626 members 
Mstep: Class 7 contains 11064 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42045 members 
Mstep: Class 10 contains 14001 members 
Mstep: Class 11 contains 36054 members 
Mstep: Class 12 contains 51601 members 
Mstep: Class 14 contains 84501 members 
Mstep: Class 15 contains 38297 members 
Mstep: Class 16 contains 69515 members 
Mstep: Class 17 contains 143062 members 
Mstep: Class 18 contains 30537 members 
Mstep: Class 19 contains 7871 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164028 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944800.000000 Penalty: 99736.046875
Iteration 452Q: 30 clusters Score -1.429448e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152317 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54193 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49627 members 
Mstep: Class 7 contains 11064 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42045 members 
Mstep: Class 10 contains 14000 members 
Mstep: Class 11 contains 36054 members 
Mstep: Class 12 contains 51602 members 
Mstep: Class 14 contains 84504 members 
Mstep: Class 15 contains 38298 members 
Mstep: Class 16 contains 69517 members 
Mstep: Class 17 contains 143069 members 
Mstep: Class 18 contains 30536 members 
Mstep: Class 19 contains 7871 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164016 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944896.000000 Penalty: 99736.046875
Iteration 453Q: 30 clusters Score -1.429449e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152323 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54190 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49627 members 
Mstep: Class 7 contains 11064 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42045 members 
Mstep: Class 10 contains 14000 members 
Mstep: Class 11 contains 36054 members 
Mstep: Class 12 contains 51599 members 
Mstep: Class 14 contains 84505 members 
Mstep: Class 15 contains 38295 members 
Mstep: Class 16 contains 69518 members 
Mstep: Class 17 contains 143075 members 
Mstep: Class 18 contains 30534 members 
Mstep: Class 19 contains 7871 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164013 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944832.000000 Penalty: 99736.046875
Iteration 454Q: 30 clusters Score -1.429448e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152313 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54189 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49627 members 
Mstep: Class 7 contains 11064 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42046 members 
Mstep: Class 10 contains 14000 members 
Mstep: Class 11 contains 36054 members 
Mstep: Class 12 contains 51597 members 
Mstep: Class 14 contains 84508 members 
Mstep: Class 15 contains 38294 members 
Mstep: Class 16 contains 69519 members 
Mstep: Class 17 contains 143084 members 
Mstep: Class 18 contains 30533 members 
Mstep: Class 19 contains 7871 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164014 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944768.000000 Penalty: 99736.046875
Iteration 455Q: 30 clusters Score -1.429448e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152310 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54187 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49628 members 
Mstep: Class 7 contains 11064 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42046 members 
Mstep: Class 10 contains 14000 members 
Mstep: Class 11 contains 36055 members 
Mstep: Class 12 contains 51597 members 
Mstep: Class 14 contains 84505 members 
Mstep: Class 15 contains 38294 members 
Mstep: Class 16 contains 69520 members 
Mstep: Class 17 contains 143090 members 
Mstep: Class 18 contains 30533 members 
Mstep: Class 19 contains 7871 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164013 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944800.000000 Penalty: 99736.046875
Iteration 456Q: 30 clusters Score -1.429448e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152304 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54186 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49628 members 
Mstep: Class 7 contains 11064 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42046 members 
Mstep: Class 10 contains 14000 members 
Mstep: Class 11 contains 36055 members 
Mstep: Class 12 contains 51597 members 
Mstep: Class 14 contains 84504 members 
Mstep: Class 15 contains 38295 members 
Mstep: Class 16 contains 69520 members 
Mstep: Class 17 contains 143098 members 
Mstep: Class 18 contains 30533 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164011 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944800.000000 Penalty: 99736.046875
Iteration 457Q: 30 clusters Score -1.429448e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152300 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54188 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49628 members 
Mstep: Class 7 contains 11064 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42046 members 
Mstep: Class 10 contains 13998 members 
Mstep: Class 11 contains 36055 members 
Mstep: Class 12 contains 51598 members 
Mstep: Class 14 contains 84504 members 
Mstep: Class 15 contains 38295 members 
Mstep: Class 16 contains 69520 members 
Mstep: Class 17 contains 143103 members 
Mstep: Class 18 contains 30534 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164008 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944784.000000 Penalty: 99736.046875
Iteration 458Q: 30 clusters Score -1.429448e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152300 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54186 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49627 members 
Mstep: Class 7 contains 11064 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42046 members 
Mstep: Class 10 contains 13997 members 
Mstep: Class 11 contains 36055 members 
Mstep: Class 12 contains 51598 members 
Mstep: Class 14 contains 84505 members 
Mstep: Class 15 contains 38294 members 
Mstep: Class 16 contains 69521 members 
Mstep: Class 17 contains 143105 members 
Mstep: Class 18 contains 30535 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164008 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944800.000000 Penalty: 99736.046875
Iteration 459Q: 30 clusters Score -1.429448e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152299 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54186 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49627 members 
Mstep: Class 7 contains 11065 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42046 members 
Mstep: Class 10 contains 13994 members 
Mstep: Class 11 contains 36055 members 
Mstep: Class 12 contains 51598 members 
Mstep: Class 14 contains 84505 members 
Mstep: Class 15 contains 38294 members 
Mstep: Class 16 contains 69522 members 
Mstep: Class 17 contains 143106 members 
Mstep: Class 18 contains 30534 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164010 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944784.000000 Penalty: 99736.046875
Iteration 460F: 30 clusters Score -1.429448e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152297 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54186 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49628 members 
Mstep: Class 7 contains 11066 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42046 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36055 members 
Mstep: Class 12 contains 51597 members 
Mstep: Class 14 contains 84505 members 
Mstep: Class 15 contains 38294 members 
Mstep: Class 16 contains 69524 members 
Mstep: Class 17 contains 143106 members 
Mstep: Class 18 contains 30534 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164011 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944736.000000 Penalty: 99736.046875
Iteration 461Q: 30 clusters Score -1.429447e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152297 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54186 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49628 members 
Mstep: Class 7 contains 11067 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42046 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36055 members 
Mstep: Class 12 contains 51598 members 
Mstep: Class 14 contains 84505 members 
Mstep: Class 15 contains 38294 members 
Mstep: Class 16 contains 69525 members 
Mstep: Class 17 contains 143103 members 
Mstep: Class 18 contains 30535 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164010 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944736.000000 Penalty: 99736.046875
Iteration 462Q: 30 clusters Score -1.429447e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152300 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54186 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49629 members 
Mstep: Class 7 contains 11067 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42046 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36055 members 
Mstep: Class 12 contains 51600 members 
Mstep: Class 14 contains 84505 members 
Mstep: Class 15 contains 38294 members 
Mstep: Class 16 contains 69525 members 
Mstep: Class 17 contains 143100 members 
Mstep: Class 18 contains 30535 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164007 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944752.000000 Penalty: 99736.046875
Iteration 463Q: 30 clusters Score -1.429448e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152303 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54186 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49629 members 
Mstep: Class 7 contains 11067 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42047 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36054 members 
Mstep: Class 12 contains 51601 members 
Mstep: Class 14 contains 84505 members 
Mstep: Class 15 contains 38294 members 
Mstep: Class 16 contains 69525 members 
Mstep: Class 17 contains 143098 members 
Mstep: Class 18 contains 30535 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164005 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944720.000000 Penalty: 99736.046875
Iteration 464Q: 30 clusters Score -1.429447e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152307 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54185 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49628 members 
Mstep: Class 7 contains 11067 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42047 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36056 members 
Mstep: Class 12 contains 51601 members 
Mstep: Class 14 contains 84505 members 
Mstep: Class 15 contains 38294 members 
Mstep: Class 16 contains 69526 members 
Mstep: Class 17 contains 143095 members 
Mstep: Class 18 contains 30535 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164003 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944752.000000 Penalty: 99736.046875
Iteration 465Q: 30 clusters Score -1.429448e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152310 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54185 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49628 members 
Mstep: Class 7 contains 11067 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42048 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36056 members 
Mstep: Class 12 contains 51601 members 
Mstep: Class 14 contains 84505 members 
Mstep: Class 15 contains 38294 members 
Mstep: Class 16 contains 69526 members 
Mstep: Class 17 contains 143093 members 
Mstep: Class 18 contains 30535 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 164001 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944768.000000 Penalty: 99736.046875
Iteration 466Q: 30 clusters Score -1.429448e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152315 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54183 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49627 members 
Mstep: Class 7 contains 11067 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42049 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36056 members 
Mstep: Class 12 contains 51603 members 
Mstep: Class 14 contains 84505 members 
Mstep: Class 15 contains 38294 members 
Mstep: Class 16 contains 69525 members 
Mstep: Class 17 contains 143090 members 
Mstep: Class 18 contains 30536 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163999 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944768.000000 Penalty: 99736.046875
Iteration 467Q: 30 clusters Score -1.429448e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152322 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54183 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49627 members 
Mstep: Class 7 contains 11067 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42051 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36055 members 
Mstep: Class 12 contains 51609 members 
Mstep: Class 14 contains 84505 members 
Mstep: Class 15 contains 38294 members 
Mstep: Class 16 contains 69524 members 
Mstep: Class 17 contains 143086 members 
Mstep: Class 18 contains 30536 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163990 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944784.000000 Penalty: 99736.046875
Iteration 468Q: 30 clusters Score -1.429448e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152323 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54183 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49628 members 
Mstep: Class 7 contains 11067 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42050 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36055 members 
Mstep: Class 12 contains 51612 members 
Mstep: Class 14 contains 84505 members 
Mstep: Class 15 contains 38294 members 
Mstep: Class 16 contains 69525 members 
Mstep: Class 17 contains 143083 members 
Mstep: Class 18 contains 30537 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163987 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944736.000000 Penalty: 99736.046875
Iteration 469Q: 30 clusters Score -1.429447e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152323 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54181 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49627 members 
Mstep: Class 7 contains 11067 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42050 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36054 members 
Mstep: Class 12 contains 51614 members 
Mstep: Class 14 contains 84505 members 
Mstep: Class 15 contains 38294 members 
Mstep: Class 16 contains 69527 members 
Mstep: Class 17 contains 143083 members 
Mstep: Class 18 contains 30537 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163987 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944752.000000 Penalty: 99736.046875
Iteration 470Q: 30 clusters Score -1.429448e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152322 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54180 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49625 members 
Mstep: Class 7 contains 11067 members 
Mstep: Class 8 contains 34803 members 
Mstep: Class 9 contains 42050 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36054 members 
Mstep: Class 12 contains 51615 members 
Mstep: Class 14 contains 84505 members 
Mstep: Class 15 contains 38294 members 
Mstep: Class 16 contains 69527 members 
Mstep: Class 17 contains 143084 members 
Mstep: Class 18 contains 30537 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163988 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944736.000000 Penalty: 99736.046875
Iteration 471Q: 30 clusters Score -1.429447e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152321 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54179 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49625 members 
Mstep: Class 7 contains 11067 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42050 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36055 members 
Mstep: Class 12 contains 51614 members 
Mstep: Class 14 contains 84506 members 
Mstep: Class 15 contains 38292 members 
Mstep: Class 16 contains 69530 members 
Mstep: Class 17 contains 143086 members 
Mstep: Class 18 contains 30538 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163986 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944816.000000 Penalty: 99736.046875
Iteration 472Q: 30 clusters Score -1.429448e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152324 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54179 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49623 members 
Mstep: Class 7 contains 11067 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42050 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36055 members 
Mstep: Class 12 contains 51614 members 
Mstep: Class 14 contains 84508 members 
Mstep: Class 15 contains 38292 members 
Mstep: Class 16 contains 69530 members 
Mstep: Class 17 contains 143083 members 
Mstep: Class 18 contains 30539 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163985 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944816.000000 Penalty: 99736.046875
Iteration 473Q: 30 clusters Score -1.429448e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 152327 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54179 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49622 members 
Mstep: Class 7 contains 11067 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42051 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36055 members 
Mstep: Class 12 contains 51612 members 
Mstep: Class 14 contains 84508 members 
Mstep: Class 15 contains 38292 members 
Mstep: Class 16 contains 69533 members 
Mstep: Class 17 contains 143082 members 
Mstep: Class 18 contains 30540 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163981 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18138 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944800.000000 Penalty: 99736.046875
Iteration 474Q: 30 clusters Score -1.429448e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152331 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54179 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49624 members 
Mstep: Class 7 contains 11066 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42051 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36055 members 
Mstep: Class 12 contains 51612 members 
Mstep: Class 14 contains 84508 members 
Mstep: Class 15 contains 38292 members 
Mstep: Class 16 contains 69534 members 
Mstep: Class 17 contains 143079 members 
Mstep: Class 18 contains 30540 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163978 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18137 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944752.000000 Penalty: 99736.046875
Iteration 475Q: 30 clusters Score -1.429448e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 152334 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54176 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49625 members 
Mstep: Class 7 contains 11065 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42051 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36056 members 
Mstep: Class 12 contains 51611 members 
Mstep: Class 14 contains 84508 members 
Mstep: Class 15 contains 38294 members 
Mstep: Class 16 contains 69534 members 
Mstep: Class 17 contains 143080 members 
Mstep: Class 18 contains 30541 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163973 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18137 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944832.000000 Penalty: 99736.046875
Iteration 476Q: 30 clusters Score -1.429448e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 152335 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54176 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49625 members 
Mstep: Class 7 contains 11066 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42051 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36057 members 
Mstep: Class 12 contains 51612 members 
Mstep: Class 14 contains 84510 members 
Mstep: Class 15 contains 38292 members 
Mstep: Class 16 contains 69535 members 
Mstep: Class 17 contains 143079 members 
Mstep: Class 18 contains 30541 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163969 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18137 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944768.000000 Penalty: 99736.046875
Iteration 477Q: 30 clusters Score -1.429448e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 152335 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54176 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49627 members 
Mstep: Class 7 contains 11066 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42052 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36059 members 
Mstep: Class 12 contains 51612 members 
Mstep: Class 14 contains 84511 members 
Mstep: Class 15 contains 38291 members 
Mstep: Class 16 contains 69538 members 
Mstep: Class 17 contains 143077 members 
Mstep: Class 18 contains 30541 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163963 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18137 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944784.000000 Penalty: 99736.046875
Iteration 478Q: 30 clusters Score -1.429448e+08 nChanged 22
Entering ConstructFrom: 
Score: -142944784.000000 Penalty: 99736.046875
Entering ConstructFrom: 
Trying to split cluster 1 (8619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Entering Unmasked Estep 
Score: -1173564.875000 Penalty: 2247.307617
	Iteration 0F: 2 clusters Score -1173565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1166856.625000 Penalty: 4494.615234
	Iteration 0F: 3 clusters Score -1166857 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1168809.500000 Penalty: 4494.615234
	Iteration 1F: 3 clusters Score -1168810 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1169146.375000 Penalty: 4494.615234
	Iteration 2F: 3 clusters Score -1169146 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1169392.375000 Penalty: 4494.615234
	Iteration 3F: 3 clusters Score -1169392 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1169624.000000 Penalty: 4494.615234
	Iteration 4Q: 3 clusters Score -1169624 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1169821.750000 Penalty: 4494.615234
	Iteration 5Q: 3 clusters Score -1169822 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1170042.875000 Penalty: 4494.615234
	Iteration 6Q: 3 clusters Score -1170043 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1170332.250000 Penalty: 4494.615234
	Iteration 7Q: 3 clusters Score -1170332 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1170703.500000 Penalty: 4494.615234
	Iteration 8Q: 3 clusters Score -1170704 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1171131.000000 Penalty: 4494.615234
	Iteration 9F: 3 clusters Score -1171131 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1171615.500000 Penalty: 4494.615234
	Iteration 10Q: 3 clusters Score -1171616 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1172085.500000 Penalty: 4494.615234
	Iteration 11Q: 3 clusters Score -1172086 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1172424.125000 Penalty: 4494.615234
	Iteration 12Q: 3 clusters Score -1172424 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1172705.750000 Penalty: 4494.615234
	Iteration 13Q: 3 clusters Score -1172706 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1172901.875000 Penalty: 4494.615234
	Iteration 14Q: 3 clusters Score -1172902 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1173062.750000 Penalty: 4494.615234
	Iteration 15Q: 3 clusters Score -1173063 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1173166.125000 Penalty: 4494.615234
	Iteration 16Q: 3 clusters Score -1173166 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1173257.250000 Penalty: 4494.615234
	Iteration 17Q: 3 clusters Score -1173257 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1173309.125000 Penalty: 4494.615234
	Iteration 18Q: 3 clusters Score -1173309 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1173338.500000 Penalty: 4494.615234
	Iteration 19Q: 3 clusters Score -1173338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1173354.500000 Penalty: 4494.615234
	Iteration 20F: 3 clusters Score -1173354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1173369.500000 Penalty: 4494.615234
	Iteration 21Q: 3 clusters Score -1173370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1173384.750000 Penalty: 4494.615234
	Iteration 22Q: 3 clusters Score -1173385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1173396.250000 Penalty: 4494.615234
	Iteration 23Q: 3 clusters Score -1173396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1173400.625000 Penalty: 4494.615234
	Iteration 24Q: 3 clusters Score -1173401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1173405.000000 Penalty: 4494.615234
	Iteration 25Q: 3 clusters Score -1173405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1173407.625000 Penalty: 4494.615234
	Iteration 26Q: 3 clusters Score -1173408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1173412.250000 Penalty: 4494.615234
	Iteration 27Q: 3 clusters Score -1173412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1173416.750000 Penalty: 4494.615234
	Iteration 28Q: 3 clusters Score -1173417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1173416.625000 Penalty: 4494.615234
	Iteration 29Q: 3 clusters Score -1173417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1173417.625000 Penalty: 4494.615234
	Iteration 30Q: 3 clusters Score -1173418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1173417.625000 Penalty: 4494.615234
	Iteration 31F: 3 clusters Score -1173418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (152337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152337 members 
Entering Unmasked Estep 
Score: -21143338.000000 Penalty: 2959.594971
	Iteration 0F: 2 clusters Score -2.114334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76137 members 
Mstep: Class 2 contains 76200 members 
Entering Unmasked Estep 
Score: -21043832.000000 Penalty: 5919.189941
	Iteration 0F: 3 clusters Score -2.104383e+07 nChanged 72913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75908 members 
Mstep: Class 2 contains 76429 members 
Entering Unmasked Estep 
Score: -21086384.000000 Penalty: 5919.189941
	Iteration 1F: 3 clusters Score -2.108638e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 76437 members 
Entering Unmasked Estep 
Score: -21087188.000000 Penalty: 5919.189941
	Iteration 2Q: 3 clusters Score -2.108719e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75952 members 
Mstep: Class 2 contains 76385 members 
Entering Unmasked Estep 
Score: -21088024.000000 Penalty: 5919.189941
	Iteration 3Q: 3 clusters Score -2.108802e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76091 members 
Mstep: Class 2 contains 76246 members 
Entering Unmasked Estep 
Score: -21088954.000000 Penalty: 5919.189941
	Iteration 4Q: 3 clusters Score -2.108895e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76371 members 
Mstep: Class 2 contains 75966 members 
Entering Unmasked Estep 
Score: -21090012.000000 Penalty: 5919.189941
	Iteration 5Q: 3 clusters Score -2.109001e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76801 members 
Mstep: Class 2 contains 75536 members 
Entering Unmasked Estep 
Score: -21091178.000000 Penalty: 5919.189941
	Iteration 6Q: 3 clusters Score -2.109118e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77371 members 
Mstep: Class 2 contains 74966 members 
Entering Unmasked Estep 
Score: -21093028.000000 Penalty: 5919.189941
	Iteration 7Q: 3 clusters Score -2.109303e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78159 members 
Mstep: Class 2 contains 74178 members 
Entering Unmasked Estep 
Score: -21095916.000000 Penalty: 5919.189941
	Iteration 8Q: 3 clusters Score -2.109592e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79090 members 
Mstep: Class 2 contains 73247 members 
Entering Unmasked Estep 
Score: -21100078.000000 Penalty: 5919.189941
	Iteration 9Q: 3 clusters Score -2.110008e+07 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80217 members 
Mstep: Class 2 contains 72120 members 
Entering Unmasked Estep 
Score: -21105856.000000 Penalty: 5919.189941
	Iteration 10F: 3 clusters Score -2.110586e+07 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81395 members 
Mstep: Class 2 contains 70942 members 
Entering Unmasked Estep 
Score: -21112340.000000 Penalty: 5919.189941
	Iteration 11F: 3 clusters Score -2.111234e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82584 members 
Mstep: Class 2 contains 69753 members 
Entering Unmasked Estep 
Score: -21116890.000000 Penalty: 5919.189941
	Iteration 12F: 3 clusters Score -2.111689e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83745 members 
Mstep: Class 2 contains 68592 members 
Entering Unmasked Estep 
Score: -21118762.000000 Penalty: 5919.189941
	Iteration 13Q: 3 clusters Score -2.111876e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84948 members 
Mstep: Class 2 contains 67389 members 
Entering Unmasked Estep 
Score: -21119574.000000 Penalty: 5919.189941
	Iteration 14Q: 3 clusters Score -2.111957e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86177 members 
Mstep: Class 2 contains 66160 members 
Entering Unmasked Estep 
Score: -21120176.000000 Penalty: 5919.189941
	Iteration 15Q: 3 clusters Score -2.112018e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87510 members 
Mstep: Class 2 contains 64827 members 
Entering Unmasked Estep 
Score: -21120666.000000 Penalty: 5919.189941
	Iteration 16Q: 3 clusters Score -2.112067e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88922 members 
Mstep: Class 2 contains 63415 members 
Entering Unmasked Estep 
Score: -21121174.000000 Penalty: 5919.189941
	Iteration 17Q: 3 clusters Score -2.112117e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90496 members 
Mstep: Class 2 contains 61841 members 
Entering Unmasked Estep 
Score: -21121770.000000 Penalty: 5919.189941
	Iteration 18Q: 3 clusters Score -2.112177e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92139 members 
Mstep: Class 2 contains 60198 members 
Entering Unmasked Estep 
Score: -21122488.000000 Penalty: 5919.189941
	Iteration 19Q: 3 clusters Score -2.112249e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93772 members 
Mstep: Class 2 contains 58565 members 
Entering Unmasked Estep 
Score: -21123314.000000 Penalty: 5919.189941
	Iteration 20F: 3 clusters Score -2.112331e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95451 members 
Mstep: Class 2 contains 56886 members 
Entering Unmasked Estep 
Score: -21124066.000000 Penalty: 5919.189941
	Iteration 21Q: 3 clusters Score -2.112407e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97313 members 
Mstep: Class 2 contains 55024 members 
Entering Unmasked Estep 
Score: -21125124.000000 Penalty: 5919.189941
	Iteration 22Q: 3 clusters Score -2.112512e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99181 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -21126120.000000 Penalty: 5919.189941
	Iteration 23Q: 3 clusters Score -2.112612e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101111 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -21127038.000000 Penalty: 5919.189941
	Iteration 24Q: 3 clusters Score -2.112704e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103197 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -21127972.000000 Penalty: 5919.189941
	Iteration 25Q: 3 clusters Score -2.112797e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105489 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -21128922.000000 Penalty: 5919.189941
	Iteration 26Q: 3 clusters Score -2.112892e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107955 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -21129788.000000 Penalty: 5919.189941
	Iteration 27Q: 3 clusters Score -2.112979e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110510 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -21130750.000000 Penalty: 5919.189941
	Iteration 28Q: 3 clusters Score -2.113075e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113156 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -21131660.000000 Penalty: 5919.189941
	Iteration 29Q: 3 clusters Score -2.113166e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115871 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -21132478.000000 Penalty: 5919.189941
	Iteration 30Q: 3 clusters Score -2.113248e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118704 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -21133186.000000 Penalty: 5919.189941
	Iteration 31Q: 3 clusters Score -2.113319e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121561 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -21133926.000000 Penalty: 5919.189941
	Iteration 32Q: 3 clusters Score -2.113393e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124443 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -21134382.000000 Penalty: 5919.189941
	Iteration 33Q: 3 clusters Score -2.113438e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127272 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -21135132.000000 Penalty: 5919.189941
	Iteration 34Q: 3 clusters Score -2.113513e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130064 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -21135756.000000 Penalty: 5919.189941
	Iteration 35Q: 3 clusters Score -2.113576e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132678 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -21136262.000000 Penalty: 5919.189941
	Iteration 36Q: 3 clusters Score -2.113626e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135142 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -21136748.000000 Penalty: 5919.189941
	Iteration 37Q: 3 clusters Score -2.113675e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137365 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -21137314.000000 Penalty: 5919.189941
	Iteration 38Q: 3 clusters Score -2.113731e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139301 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -21137816.000000 Penalty: 5919.189941
	Iteration 39Q: 3 clusters Score -2.113782e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140922 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -21138560.000000 Penalty: 5919.189941
	Iteration 40F: 3 clusters Score -2.113856e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142813 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -21139244.000000 Penalty: 5919.189941
	Iteration 41Q: 3 clusters Score -2.113924e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144496 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -21139732.000000 Penalty: 5919.189941
	Iteration 42Q: 3 clusters Score -2.113973e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145877 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -21140134.000000 Penalty: 5919.189941
	Iteration 43Q: 3 clusters Score -2.114013e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147023 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -21140462.000000 Penalty: 5919.189941
	Iteration 44Q: 3 clusters Score -2.114046e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147933 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -21140706.000000 Penalty: 5919.189941
	Iteration 45Q: 3 clusters Score -2.114071e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148639 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -21140878.000000 Penalty: 5919.189941
	Iteration 46Q: 3 clusters Score -2.114088e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149221 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -21140944.000000 Penalty: 5919.189941
	Iteration 47Q: 3 clusters Score -2.114094e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149685 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -21140992.000000 Penalty: 5919.189941
	Iteration 48Q: 3 clusters Score -2.114099e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150041 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -21141056.000000 Penalty: 5919.189941
	Iteration 49Q: 3 clusters Score -2.114106e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150319 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -21141134.000000 Penalty: 5919.189941
	Iteration 50Q: 3 clusters Score -2.114113e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150533 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -21141210.000000 Penalty: 5919.189941
	Iteration 51Q: 3 clusters Score -2.114121e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150723 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -21141206.000000 Penalty: 5919.189941
	Iteration 52Q: 3 clusters Score -2.114121e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150863 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -21141202.000000 Penalty: 5919.189941
	Iteration 53Q: 3 clusters Score -2.11412e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150974 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -21141224.000000 Penalty: 5919.189941
	Iteration 54Q: 3 clusters Score -2.114122e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151061 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -21141214.000000 Penalty: 5919.189941
	Iteration 55Q: 3 clusters Score -2.114121e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151122 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -21141248.000000 Penalty: 5919.189941
	Iteration 56Q: 3 clusters Score -2.114125e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151165 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -21141240.000000 Penalty: 5919.189941
	Iteration 57Q: 3 clusters Score -2.114124e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151201 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -21141246.000000 Penalty: 5919.189941
	Iteration 58Q: 3 clusters Score -2.114125e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151239 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -21141216.000000 Penalty: 5919.189941
	Iteration 59Q: 3 clusters Score -2.114122e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151267 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -21141204.000000 Penalty: 5919.189941
	Iteration 60F: 3 clusters Score -2.11412e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151289 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -21141190.000000 Penalty: 5919.189941
	Iteration 61Q: 3 clusters Score -2.114119e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151312 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -21141206.000000 Penalty: 5919.189941
	Iteration 62Q: 3 clusters Score -2.114121e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151333 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -21141202.000000 Penalty: 5919.189941
	Iteration 63Q: 3 clusters Score -2.11412e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151357 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -21141184.000000 Penalty: 5919.189941
	Iteration 64Q: 3 clusters Score -2.114118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151369 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -21141180.000000 Penalty: 5919.189941
	Iteration 65Q: 3 clusters Score -2.114118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151377 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -21141168.000000 Penalty: 5919.189941
	Iteration 66Q: 3 clusters Score -2.114117e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151382 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -21141168.000000 Penalty: 5919.189941
	Iteration 67Q: 3 clusters Score -2.114117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151384 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -21141170.000000 Penalty: 5919.189941
	Iteration 68Q: 3 clusters Score -2.114117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151385 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -21141160.000000 Penalty: 5919.189941
	Iteration 69Q: 3 clusters Score -2.114116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151385 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -21141160.000000 Penalty: 5919.189941
	Iteration 70F: 3 clusters Score -2.114116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -123549.171875 Penalty: 1703.257568
	Iteration 0F: 2 clusters Score -123549.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -121693.929688 Penalty: 3406.515137
	Iteration 0F: 3 clusters Score -121693.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -122146.398438 Penalty: 3406.515137
	Iteration 1F: 3 clusters Score -122146.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -122617.718750 Penalty: 3406.515137
	Iteration 2F: 3 clusters Score -122617.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -122957.828125 Penalty: 3406.515137
	Iteration 3F: 3 clusters Score -122957.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -123194.406250 Penalty: 3406.515137
	Iteration 4F: 3 clusters Score -123194.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -123369.000000 Penalty: 3406.515137
	Iteration 5Q: 3 clusters Score -123369 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -123504.593750 Penalty: 3406.515137
	Iteration 6Q: 3 clusters Score -123504.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -123655.484375 Penalty: 3406.515137
	Iteration 7Q: 3 clusters Score -123655.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -123799.687500 Penalty: 3406.515137
	Iteration 8Q: 3 clusters Score -123799.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -123941.203125 Penalty: 3406.515137
	Iteration 9Q: 3 clusters Score -123941.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -124027.390625 Penalty: 3406.515137
	Iteration 10Q: 3 clusters Score -124027.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -124034.679688 Penalty: 3406.515137
	Iteration 11Q: 3 clusters Score -124034.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -124070.820312 Penalty: 3406.515137
	Iteration 12F: 3 clusters Score -124070.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -124151.515625 Penalty: 3406.515137
	Iteration 13Q: 3 clusters Score -124151.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -124151.515625 Penalty: 3406.515137
	Iteration 14F: 3 clusters Score -124151.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 152337 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 54177 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49627 members 
Mstep: Class 7 contains 11066 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42054 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36064 members 
Mstep: Class 12 contains 51612 members 
Mstep: Class 13 contains 706 members 
Mstep: Class 14 contains 84512 members 
Mstep: Class 15 contains 38291 members 
Mstep: Class 16 contains 69540 members 
Mstep: Class 17 contains 143074 members 
Mstep: Class 18 contains 30541 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163953 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18137 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
Score: -142943648.000000 Penalty: 103175.226562
Splitting cluster 3 changes total score from -142944784.000000 to -142943648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (54177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54177 members 
Entering Unmasked Estep 
Score: -7621418.000000 Penalty: 2703.202881
	Iteration 0F: 2 clusters Score -7621418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -7585008.500000 Penalty: 5406.405762
	Iteration 0F: 3 clusters Score -7585008 nChanged 25009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -7598953.000000 Penalty: 5406.405762
	Iteration 1F: 3 clusters Score -7598953 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -7599604.000000 Penalty: 5406.405762
	Iteration 2Q: 3 clusters Score -7599604 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -7600232.000000 Penalty: 5406.405762
	Iteration 3Q: 3 clusters Score -7600232 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -7601026.500000 Penalty: 5406.405762
	Iteration 4Q: 3 clusters Score -7601026 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -7602057.000000 Penalty: 5406.405762
	Iteration 5Q: 3 clusters Score -7602057 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -7603558.500000 Penalty: 5406.405762
	Iteration 6F: 3 clusters Score -7603558 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -7605635.000000 Penalty: 5406.405762
	Iteration 7F: 3 clusters Score -7605635 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -7608499.500000 Penalty: 5406.405762
	Iteration 8F: 3 clusters Score -7608500 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -7611614.500000 Penalty: 5406.405762
	Iteration 9F: 3 clusters Score -7611614 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -7613866.500000 Penalty: 5406.405762
	Iteration 10F: 3 clusters Score -7613866 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -7614841.500000 Penalty: 5406.405762
	Iteration 11Q: 3 clusters Score -7614842 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -7615215.500000 Penalty: 5406.405762
	Iteration 12Q: 3 clusters Score -7615216 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -7615401.000000 Penalty: 5406.405762
	Iteration 13Q: 3 clusters Score -7615401 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -7615636.000000 Penalty: 5406.405762
	Iteration 14Q: 3 clusters Score -7615636 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -7615797.000000 Penalty: 5406.405762
	Iteration 15Q: 3 clusters Score -7615797 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -7615980.500000 Penalty: 5406.405762
	Iteration 16Q: 3 clusters Score -7615980 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -7616139.500000 Penalty: 5406.405762
	Iteration 17Q: 3 clusters Score -7616140 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -7616289.500000 Penalty: 5406.405762
	Iteration 18Q: 3 clusters Score -7616290 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -7616420.500000 Penalty: 5406.405762
	Iteration 19Q: 3 clusters Score -7616420 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -7616580.000000 Penalty: 5406.405762
	Iteration 20F: 3 clusters Score -7616580 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -7616749.500000 Penalty: 5406.405762
	Iteration 21Q: 3 clusters Score -7616750 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -7616940.500000 Penalty: 5406.405762
	Iteration 22Q: 3 clusters Score -7616940 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -7617103.000000 Penalty: 5406.405762
	Iteration 23Q: 3 clusters Score -7617103 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -7617311.000000 Penalty: 5406.405762
	Iteration 24Q: 3 clusters Score -7617311 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -7617503.500000 Penalty: 5406.405762
	Iteration 25Q: 3 clusters Score -7617504 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -7617709.000000 Penalty: 5406.405762
	Iteration 26Q: 3 clusters Score -7617709 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -7617882.000000 Penalty: 5406.405762
	Iteration 27Q: 3 clusters Score -7617882 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -7618060.000000 Penalty: 5406.405762
	Iteration 28Q: 3 clusters Score -7618060 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -7618215.500000 Penalty: 5406.405762
	Iteration 29Q: 3 clusters Score -7618216 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 49162 members 
Entering Unmasked Estep 
Score: -7618376.000000 Penalty: 5406.405762
	Iteration 30Q: 3 clusters Score -7618376 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -7618542.500000 Penalty: 5406.405762
	Iteration 31Q: 3 clusters Score -7618542 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -7618653.500000 Penalty: 5406.405762
	Iteration 32Q: 3 clusters Score -7618654 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -7618827.500000 Penalty: 5406.405762
	Iteration 33Q: 3 clusters Score -7618828 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -7618957.500000 Penalty: 5406.405762
	Iteration 34Q: 3 clusters Score -7618958 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 50806 members 
Entering Unmasked Estep 
Score: -7619060.000000 Penalty: 5406.405762
	Iteration 35Q: 3 clusters Score -7619060 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -7619117.000000 Penalty: 5406.405762
	Iteration 36Q: 3 clusters Score -7619117 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -7619182.000000 Penalty: 5406.405762
	Iteration 37Q: 3 clusters Score -7619182 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -7619287.000000 Penalty: 5406.405762
	Iteration 38Q: 3 clusters Score -7619287 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
Score: -7619350.000000 Penalty: 5406.405762
	Iteration 39Q: 3 clusters Score -7619350 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -7619407.000000 Penalty: 5406.405762
	Iteration 40F: 3 clusters Score -7619407 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -7619470.500000 Penalty: 5406.405762
	Iteration 41Q: 3 clusters Score -7619470 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 52090 members 
Entering Unmasked Estep 
Score: -7619531.000000 Penalty: 5406.405762
	Iteration 42Q: 3 clusters Score -7619531 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -7619577.000000 Penalty: 5406.405762
	Iteration 43Q: 3 clusters Score -7619577 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 52305 members 
Entering Unmasked Estep 
Score: -7619603.500000 Penalty: 5406.405762
	Iteration 44Q: 3 clusters Score -7619604 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 52396 members 
Entering Unmasked Estep 
Score: -7619644.000000 Penalty: 5406.405762
	Iteration 45Q: 3 clusters Score -7619644 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
Score: -7619684.500000 Penalty: 5406.405762
	Iteration 46Q: 3 clusters Score -7619684 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 52539 members 
Entering Unmasked Estep 
Score: -7619710.500000 Penalty: 5406.405762
	Iteration 47Q: 3 clusters Score -7619710 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 52610 members 
Entering Unmasked Estep 
Score: -7619726.000000 Penalty: 5406.405762
	Iteration 48Q: 3 clusters Score -7619726 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -7619732.500000 Penalty: 5406.405762
	Iteration 49Q: 3 clusters Score -7619732 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -7619739.000000 Penalty: 5406.405762
	Iteration 50Q: 3 clusters Score -7619739 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 52743 members 
Entering Unmasked Estep 
Score: -7619739.500000 Penalty: 5406.405762
	Iteration 51Q: 3 clusters Score -7619740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 52773 members 
Entering Unmasked Estep 
Score: -7619755.500000 Penalty: 5406.405762
	Iteration 52Q: 3 clusters Score -7619756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -7619768.000000 Penalty: 5406.405762
	Iteration 53Q: 3 clusters Score -7619768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -7619756.500000 Penalty: 5406.405762
	Iteration 54Q: 3 clusters Score -7619756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -7619753.000000 Penalty: 5406.405762
	Iteration 55Q: 3 clusters Score -7619753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 52850 members 
Entering Unmasked Estep 
Score: -7619761.000000 Penalty: 5406.405762
	Iteration 56Q: 3 clusters Score -7619761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -7619764.000000 Penalty: 5406.405762
	Iteration 57Q: 3 clusters Score -7619764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -7619766.500000 Penalty: 5406.405762
	Iteration 58Q: 3 clusters Score -7619766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -7619768.500000 Penalty: 5406.405762
	Iteration 59Q: 3 clusters Score -7619768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 52902 members 
Entering Unmasked Estep 
Score: -7619780.000000 Penalty: 5406.405762
	Iteration 60F: 3 clusters Score -7619780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -7619782.000000 Penalty: 5406.405762
	Iteration 61Q: 3 clusters Score -7619782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
Score: -7619794.500000 Penalty: 5406.405762
	Iteration 62Q: 3 clusters Score -7619794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -7619795.000000 Penalty: 5406.405762
	Iteration 63Q: 3 clusters Score -7619795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 52945 members 
Entering Unmasked Estep 
Score: -7619799.000000 Penalty: 5406.405762
	Iteration 64Q: 3 clusters Score -7619799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 52955 members 
Entering Unmasked Estep 
Score: -7619802.000000 Penalty: 5406.405762
	Iteration 65Q: 3 clusters Score -7619802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 52957 members 
Entering Unmasked Estep 
Score: -7619799.000000 Penalty: 5406.405762
	Iteration 66Q: 3 clusters Score -7619799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 52960 members 
Entering Unmasked Estep 
Score: -7619800.500000 Penalty: 5406.405762
	Iteration 67Q: 3 clusters Score -7619800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -7619794.500000 Penalty: 5406.405762
	Iteration 68Q: 3 clusters Score -7619794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -7619801.000000 Penalty: 5406.405762
	Iteration 69Q: 3 clusters Score -7619801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 52975 members 
Entering Unmasked Estep 
Score: -7619798.500000 Penalty: 5406.405762
	Iteration 70Q: 3 clusters Score -7619798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 52980 members 
Entering Unmasked Estep 
Score: -7619802.500000 Penalty: 5406.405762
	Iteration 71Q: 3 clusters Score -7619802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 52983 members 
Entering Unmasked Estep 
Score: -7619809.000000 Penalty: 5406.405762
	Iteration 72Q: 3 clusters Score -7619809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 52984 members 
Entering Unmasked Estep 
Score: -7619809.500000 Penalty: 5406.405762
	Iteration 73Q: 3 clusters Score -7619810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 52984 members 
Entering Unmasked Estep 
Score: -7619809.500000 Penalty: 5406.405762
	Iteration 74F: 3 clusters Score -7619810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Entering Unmasked Estep 
Score: -1051506.750000 Penalty: 2240.155762
	Iteration 0F: 2 clusters Score -1051507 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 4136 members 
Entering Unmasked Estep 
Score: -1044907.250000 Penalty: 4480.311523
	Iteration 0F: 3 clusters Score -1044907 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1047293.187500 Penalty: 4480.311523
	Iteration 1F: 3 clusters Score -1047293 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1047984.625000 Penalty: 4480.311523
	Iteration 2F: 3 clusters Score -1047985 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1048507.375000 Penalty: 4480.311523
	Iteration 3F: 3 clusters Score -1048507 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1049123.500000 Penalty: 4480.311523
	Iteration 4F: 3 clusters Score -1049124 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1049732.125000 Penalty: 4480.311523
	Iteration 5F: 3 clusters Score -1049732 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1050125.750000 Penalty: 4480.311523
	Iteration 6F: 3 clusters Score -1050126 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1050347.500000 Penalty: 4480.311523
	Iteration 7Q: 3 clusters Score -1050348 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1050500.500000 Penalty: 4480.311523
	Iteration 8Q: 3 clusters Score -1050500 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1050595.000000 Penalty: 4480.311523
	Iteration 9Q: 3 clusters Score -1050595 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1050657.500000 Penalty: 4480.311523
	Iteration 10Q: 3 clusters Score -1050658 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1050698.125000 Penalty: 4480.311523
	Iteration 11Q: 3 clusters Score -1050698 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1050734.500000 Penalty: 4480.311523
	Iteration 12Q: 3 clusters Score -1050734 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1050775.375000 Penalty: 4480.311523
	Iteration 13Q: 3 clusters Score -1050775 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1050806.625000 Penalty: 4480.311523
	Iteration 14Q: 3 clusters Score -1050807 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1050829.250000 Penalty: 4480.311523
	Iteration 15Q: 3 clusters Score -1050829 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1050849.250000 Penalty: 4480.311523
	Iteration 16Q: 3 clusters Score -1050849 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1050862.000000 Penalty: 4480.311523
	Iteration 17Q: 3 clusters Score -1050862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1050867.625000 Penalty: 4480.311523
	Iteration 18Q: 3 clusters Score -1050868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1050877.250000 Penalty: 4480.311523
	Iteration 19Q: 3 clusters Score -1050877 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1050881.500000 Penalty: 4480.311523
	Iteration 20F: 3 clusters Score -1050882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1050889.250000 Penalty: 4480.311523
	Iteration 21Q: 3 clusters Score -1050889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1050892.875000 Penalty: 4480.311523
	Iteration 22Q: 3 clusters Score -1050893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1050895.250000 Penalty: 4480.311523
	Iteration 23Q: 3 clusters Score -1050895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1050896.625000 Penalty: 4480.311523
	Iteration 24Q: 3 clusters Score -1050897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1050895.875000 Penalty: 4480.311523
	Iteration 25Q: 3 clusters Score -1050896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1050898.500000 Penalty: 4480.311523
	Iteration 26Q: 3 clusters Score -1050898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1050900.125000 Penalty: 4480.311523
	Iteration 27Q: 3 clusters Score -1050900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1050903.500000 Penalty: 4480.311523
	Iteration 28Q: 3 clusters Score -1050904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1050904.500000 Penalty: 4480.311523
	Iteration 29Q: 3 clusters Score -1050904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1050906.750000 Penalty: 4480.311523
	Iteration 30Q: 3 clusters Score -1050907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1050907.625000 Penalty: 4480.311523
	Iteration 31Q: 3 clusters Score -1050908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1050906.375000 Penalty: 4480.311523
	Iteration 32Q: 3 clusters Score -1050906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1050909.250000 Penalty: 4480.311523
	Iteration 33Q: 3 clusters Score -1050909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1050910.875000 Penalty: 4480.311523
	Iteration 34Q: 3 clusters Score -1050911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1050909.625000 Penalty: 4480.311523
	Iteration 35Q: 3 clusters Score -1050910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1050910.250000 Penalty: 4480.311523
	Iteration 36Q: 3 clusters Score -1050910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1050912.000000 Penalty: 4480.311523
	Iteration 37Q: 3 clusters Score -1050912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1050912.500000 Penalty: 4480.311523
	Iteration 38Q: 3 clusters Score -1050912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1050913.000000 Penalty: 4480.311523
	Iteration 39Q: 3 clusters Score -1050913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1050915.125000 Penalty: 4480.311523
	Iteration 40F: 3 clusters Score -1050915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1050915.250000 Penalty: 4480.311523
	Iteration 41Q: 3 clusters Score -1050915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1050916.125000 Penalty: 4480.311523
	Iteration 42Q: 3 clusters Score -1050916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1050915.625000 Penalty: 4480.311523
	Iteration 43Q: 3 clusters Score -1050916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1050914.875000 Penalty: 4480.311523
	Iteration 44Q: 3 clusters Score -1050915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1050913.625000 Penalty: 4480.311523
	Iteration 45Q: 3 clusters Score -1050914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1050916.125000 Penalty: 4480.311523
	Iteration 46Q: 3 clusters Score -1050916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1050916.625000 Penalty: 4480.311523
	Iteration 47Q: 3 clusters Score -1050917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1050916.625000 Penalty: 4480.311523
	Iteration 48F: 3 clusters Score -1050917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Entering Unmasked Estep 
Score: -6915464.500000 Penalty: 2681.447998
	Iteration 0F: 2 clusters Score -6915464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -6881876.500000 Penalty: 5362.895996
	Iteration 0F: 3 clusters Score -6881876 nChanged 23011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -6894896.000000 Penalty: 5362.895996
	Iteration 1F: 3 clusters Score -6894896 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -6895538.000000 Penalty: 5362.895996
	Iteration 2Q: 3 clusters Score -6895538 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -6896138.000000 Penalty: 5362.895996
	Iteration 3Q: 3 clusters Score -6896138 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -6896767.000000 Penalty: 5362.895996
	Iteration 4Q: 3 clusters Score -6896767 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -6897554.000000 Penalty: 5362.895996
	Iteration 5Q: 3 clusters Score -6897554 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -6898453.000000 Penalty: 5362.895996
	Iteration 6Q: 3 clusters Score -6898453 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -6899650.500000 Penalty: 5362.895996
	Iteration 7Q: 3 clusters Score -6899650 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -6901243.500000 Penalty: 5362.895996
	Iteration 8F: 3 clusters Score -6901244 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -6903169.000000 Penalty: 5362.895996
	Iteration 9F: 3 clusters Score -6903169 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -6905368.500000 Penalty: 5362.895996
	Iteration 10F: 3 clusters Score -6905368 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -6907203.000000 Penalty: 5362.895996
	Iteration 11F: 3 clusters Score -6907203 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -6908317.000000 Penalty: 5362.895996
	Iteration 12Q: 3 clusters Score -6908317 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -6908947.500000 Penalty: 5362.895996
	Iteration 13Q: 3 clusters Score -6908948 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -6909302.000000 Penalty: 5362.895996
	Iteration 14Q: 3 clusters Score -6909302 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -6909640.500000 Penalty: 5362.895996
	Iteration 15Q: 3 clusters Score -6909640 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -6909912.500000 Penalty: 5362.895996
	Iteration 16Q: 3 clusters Score -6909912 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -6910096.500000 Penalty: 5362.895996
	Iteration 17Q: 3 clusters Score -6910096 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -6910225.000000 Penalty: 5362.895996
	Iteration 18Q: 3 clusters Score -6910225 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -6910325.000000 Penalty: 5362.895996
	Iteration 19Q: 3 clusters Score -6910325 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -6910446.500000 Penalty: 5362.895996
	Iteration 20F: 3 clusters Score -6910446 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -6910511.000000 Penalty: 5362.895996
	Iteration 21Q: 3 clusters Score -6910511 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -6910555.000000 Penalty: 5362.895996
	Iteration 22Q: 3 clusters Score -6910555 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -6910584.500000 Penalty: 5362.895996
	Iteration 23Q: 3 clusters Score -6910584 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -6910655.000000 Penalty: 5362.895996
	Iteration 24Q: 3 clusters Score -6910655 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -6910751.500000 Penalty: 5362.895996
	Iteration 25Q: 3 clusters Score -6910752 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -6910825.000000 Penalty: 5362.895996
	Iteration 26Q: 3 clusters Score -6910825 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -6910910.500000 Penalty: 5362.895996
	Iteration 27Q: 3 clusters Score -6910910 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -6910963.500000 Penalty: 5362.895996
	Iteration 28Q: 3 clusters Score -6910964 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -6911022.000000 Penalty: 5362.895996
	Iteration 29Q: 3 clusters Score -6911022 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -6911075.000000 Penalty: 5362.895996
	Iteration 30Q: 3 clusters Score -6911075 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -6911102.000000 Penalty: 5362.895996
	Iteration 31Q: 3 clusters Score -6911102 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -6911173.000000 Penalty: 5362.895996
	Iteration 32Q: 3 clusters Score -6911173 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -6911231.000000 Penalty: 5362.895996
	Iteration 33Q: 3 clusters Score -6911231 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -6911286.500000 Penalty: 5362.895996
	Iteration 34Q: 3 clusters Score -6911286 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -6911358.000000 Penalty: 5362.895996
	Iteration 35Q: 3 clusters Score -6911358 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -6911408.500000 Penalty: 5362.895996
	Iteration 36Q: 3 clusters Score -6911408 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -6911437.000000 Penalty: 5362.895996
	Iteration 37Q: 3 clusters Score -6911437 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -6911482.500000 Penalty: 5362.895996
	Iteration 38Q: 3 clusters Score -6911482 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -6911526.500000 Penalty: 5362.895996
	Iteration 39Q: 3 clusters Score -6911526 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -6911576.000000 Penalty: 5362.895996
	Iteration 40F: 3 clusters Score -6911576 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -6911620.500000 Penalty: 5362.895996
	Iteration 41Q: 3 clusters Score -6911620 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -6911670.000000 Penalty: 5362.895996
	Iteration 42Q: 3 clusters Score -6911670 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -6911758.000000 Penalty: 5362.895996
	Iteration 43Q: 3 clusters Score -6911758 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -6911795.500000 Penalty: 5362.895996
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6911832 nChanged 203
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Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6911896 nChanged 198
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Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6911959 nChanged 193
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Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6911983 nChanged 173
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Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6912003 nChanged 200
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Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6912082 nChanged 197
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Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6912122 nChanged 201
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Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6912149 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6912204 nChanged 177
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Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6912247 nChanged 182
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Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6912302 nChanged 186
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Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6912374 nChanged 185
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Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6912419 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6912486 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -6912525.500000 Penalty: 5362.895996
	Iteration 59Q: 3 clusters Score -6912526 nChanged 149
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Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -6912576.500000 Penalty: 5362.895996
	Iteration 60F: 3 clusters Score -6912576 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6912637 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6912662 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6912698 nChanged 119
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Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6912738 nChanged 105
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Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6912770 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6912790 nChanged 103
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Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6912806 nChanged 86
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Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6912828 nChanged 79
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Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6912860 nChanged 70
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Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6912888 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6912908 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -6912921.000000 Penalty: 5362.895996
	Iteration 72Q: 3 clusters Score -6912921 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -6912944.500000 Penalty: 5362.895996
	Iteration 73Q: 3 clusters Score -6912944 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6912978 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -6912973.000000 Penalty: 5362.895996
	Iteration 75Q: 3 clusters Score -6912973 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6912998 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -6913023.000000 Penalty: 5362.895996
	Iteration 77Q: 3 clusters Score -6913023 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6913050 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6913056.500000 Penalty: 5362.895996
	Iteration 79Q: 3 clusters Score -6913056 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6913064 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6913075 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6913084 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -6913113.000000 Penalty: 5362.895996
	Iteration 83Q: 3 clusters Score -6913113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -6913119.000000 Penalty: 5362.895996
	Iteration 84Q: 3 clusters Score -6913119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6913126.500000 Penalty: 5362.895996
	Iteration 85Q: 3 clusters Score -6913126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6913122.500000 Penalty: 5362.895996
	Iteration 86Q: 3 clusters Score -6913122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -6913146.000000 Penalty: 5362.895996
	Iteration 87Q: 3 clusters Score -6913146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -6913130.000000 Penalty: 5362.895996
	Iteration 88Q: 3 clusters Score -6913130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6913128.500000 Penalty: 5362.895996
	Iteration 89Q: 3 clusters Score -6913128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -6913139.000000 Penalty: 5362.895996
	Iteration 90Q: 3 clusters Score -6913139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6913135.000000 Penalty: 5362.895996
	Iteration 91Q: 3 clusters Score -6913135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6913144.500000 Penalty: 5362.895996
	Iteration 92Q: 3 clusters Score -6913144 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -6913141.500000 Penalty: 5362.895996
	Iteration 93Q: 3 clusters Score -6913142 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6913149 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6913160.500000 Penalty: 5362.895996
	Iteration 95Q: 3 clusters Score -6913160 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6913166.500000 Penalty: 5362.895996
	Iteration 96Q: 3 clusters Score -6913166 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -6913179.000000 Penalty: 5362.895996
	Iteration 97Q: 3 clusters Score -6913179 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6913190.000000 Penalty: 5362.895996
	Iteration 98Q: 3 clusters Score -6913190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6913189.000000 Penalty: 5362.895996
	Iteration 99Q: 3 clusters Score -6913189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -6913207.000000 Penalty: 5362.895996
	Iteration 100F: 3 clusters Score -6913207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6913203.500000 Penalty: 5362.895996
	Iteration 101Q: 3 clusters Score -6913204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -6913215.500000 Penalty: 5362.895996
	Iteration 102Q: 3 clusters Score -6913216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -6913223.500000 Penalty: 5362.895996
	Iteration 103Q: 3 clusters Score -6913224 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6913236.500000 Penalty: 5362.895996
	Iteration 104Q: 3 clusters Score -6913236 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6913245.500000 Penalty: 5362.895996
	Iteration 105Q: 3 clusters Score -6913246 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6913259.500000 Penalty: 5362.895996
	Iteration 106Q: 3 clusters Score -6913260 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6913270.000000 Penalty: 5362.895996
	Iteration 107Q: 3 clusters Score -6913270 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6913267.000000 Penalty: 5362.895996
	Iteration 108Q: 3 clusters Score -6913267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6913276.500000 Penalty: 5362.895996
	Iteration 109Q: 3 clusters Score -6913276 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6913271.500000 Penalty: 5362.895996
	Iteration 110Q: 3 clusters Score -6913272 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6913277.000000 Penalty: 5362.895996
	Iteration 111Q: 3 clusters Score -6913277 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6913272.500000 Penalty: 5362.895996
	Iteration 112Q: 3 clusters Score -6913272 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6913262.500000 Penalty: 5362.895996
	Iteration 113Q: 3 clusters Score -6913262 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -6913258.000000 Penalty: 5362.895996
	Iteration 114Q: 3 clusters Score -6913258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6913275.500000 Penalty: 5362.895996
	Iteration 115Q: 3 clusters Score -6913276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6913272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6913276.000000 Penalty: 5362.895996
	Iteration 117Q: 3 clusters Score -6913276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6913276 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6913276 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6913278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11066 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1500214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5545 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1491863 nChanged 4691
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Mstep: Class 1 contains 5600 members 
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Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1494484 nChanged 765
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Mstep: Class 1 contains 5617 members 
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Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1494905 nChanged 628
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1495241.625000 Penalty: 4618.569336
	Iteration 3F: 3 clusters Score -1495242 nChanged 514
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Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1495490 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1495725.625000 Penalty: 4618.569336
	Iteration 5Q: 3 clusters Score -1495726 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1495970.125000 Penalty: 4618.569336
	Iteration 6Q: 3 clusters Score -1495970 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1496292.000000 Penalty: 4618.569336
	Iteration 7Q: 3 clusters Score -1496292 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1496695.125000 Penalty: 4618.569336
	Iteration 8Q: 3 clusters Score -1496695 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1497085.875000 Penalty: 4618.569336
	Iteration 9Q: 3 clusters Score -1497086 nChanged 484
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1497434.125000 Penalty: 4618.569336
	Iteration 10Q: 3 clusters Score -1497434 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1497766.750000 Penalty: 4618.569336
	Iteration 11Q: 3 clusters Score -1497767 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1498038.125000 Penalty: 4618.569336
	Iteration 12Q: 3 clusters Score -1498038 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1498265.750000 Penalty: 4618.569336
	Iteration 13Q: 3 clusters Score -1498266 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1498412.500000 Penalty: 4618.569336
	Iteration 14Q: 3 clusters Score -1498412 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1498525.750000 Penalty: 4618.569336
	Iteration 15Q: 3 clusters Score -1498526 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1498617.250000 Penalty: 4618.569336
	Iteration 16Q: 3 clusters Score -1498617 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1498673.125000 Penalty: 4618.569336
	Iteration 17Q: 3 clusters Score -1498673 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1498722.000000 Penalty: 4618.569336
	Iteration 18Q: 3 clusters Score -1498722 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1498756.375000 Penalty: 4618.569336
	Iteration 19Q: 3 clusters Score -1498756 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1498784.625000 Penalty: 4618.569336
	Iteration 20F: 3 clusters Score -1498785 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1498800.000000 Penalty: 4618.569336
	Iteration 21Q: 3 clusters Score -1498800 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1498817.500000 Penalty: 4618.569336
	Iteration 22Q: 3 clusters Score -1498818 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1498829.500000 Penalty: 4618.569336
	Iteration 23Q: 3 clusters Score -1498830 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1498840.875000 Penalty: 4618.569336
	Iteration 24Q: 3 clusters Score -1498841 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1498854.250000 Penalty: 4618.569336
	Iteration 25Q: 3 clusters Score -1498854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1498857.625000 Penalty: 4618.569336
	Iteration 26Q: 3 clusters Score -1498858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1498864.750000 Penalty: 4618.569336
	Iteration 27Q: 3 clusters Score -1498865 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1498871.750000 Penalty: 4618.569336
	Iteration 28Q: 3 clusters Score -1498872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1498881.000000 Penalty: 4618.569336
	Iteration 29Q: 3 clusters Score -1498881 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1498890.125000 Penalty: 4618.569336
	Iteration 30Q: 3 clusters Score -1498890 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1498906.875000 Penalty: 4618.569336
	Iteration 31Q: 3 clusters Score -1498907 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1498910.500000 Penalty: 4618.569336
	Iteration 32Q: 3 clusters Score -1498910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1498920.250000 Penalty: 4618.569336
	Iteration 33Q: 3 clusters Score -1498920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1498937.125000 Penalty: 4618.569336
	Iteration 34Q: 3 clusters Score -1498937 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1498947.125000 Penalty: 4618.569336
	Iteration 35Q: 3 clusters Score -1498947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1498947.625000 Penalty: 4618.569336
	Iteration 36Q: 3 clusters Score -1498948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1498947.250000 Penalty: 4618.569336
	Iteration 37Q: 3 clusters Score -1498947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1498954.000000 Penalty: 4618.569336
	Iteration 38Q: 3 clusters Score -1498954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1498959.750000 Penalty: 4618.569336
	Iteration 39Q: 3 clusters Score -1498960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1498962.375000 Penalty: 4618.569336
	Iteration 40F: 3 clusters Score -1498962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1498969.250000 Penalty: 4618.569336
	Iteration 41Q: 3 clusters Score -1498969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1498966.500000 Penalty: 4618.569336
	Iteration 42Q: 3 clusters Score -1498966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1498972.875000 Penalty: 4618.569336
	Iteration 43Q: 3 clusters Score -1498973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1498981.000000 Penalty: 4618.569336
	Iteration 44Q: 3 clusters Score -1498981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1498983.750000 Penalty: 4618.569336
	Iteration 45Q: 3 clusters Score -1498984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1498982.125000 Penalty: 4618.569336
	Iteration 46Q: 3 clusters Score -1498982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1498984.125000 Penalty: 4618.569336
	Iteration 47Q: 3 clusters Score -1498984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1498984.875000 Penalty: 4618.569336
	Iteration 48Q: 3 clusters Score -1498985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1498988.500000 Penalty: 4618.569336
	Iteration 49Q: 3 clusters Score -1498988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1498992.750000 Penalty: 4618.569336
	Iteration 50Q: 3 clusters Score -1498993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1498993.625000 Penalty: 4618.569336
	Iteration 51Q: 3 clusters Score -1498994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1498996.875000 Penalty: 4618.569336
	Iteration 52Q: 3 clusters Score -1498997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1498994.875000 Penalty: 4618.569336
	Iteration 53Q: 3 clusters Score -1498995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1498994.000000 Penalty: 4618.569336
	Iteration 54Q: 3 clusters Score -1498994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1498993.125000 Penalty: 4618.569336
	Iteration 55Q: 3 clusters Score -1498993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1498993.125000 Penalty: 4618.569336
	Iteration 56F: 3 clusters Score -1498993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Entering Unmasked Estep 
Score: -4735871.500000 Penalty: 2593.442627
	Iteration 0F: 2 clusters Score -4735872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -4712144.000000 Penalty: 5186.885254
	Iteration 0F: 3 clusters Score -4712144 nChanged 15757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -4720920.500000 Penalty: 5186.885254
	Iteration 1F: 3 clusters Score -4720920 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -4721635.500000 Penalty: 5186.885254
	Iteration 2F: 3 clusters Score -4721636 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -4722471.000000 Penalty: 5186.885254
	Iteration 3F: 3 clusters Score -4722471 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -4723539.500000 Penalty: 5186.885254
	Iteration 4F: 3 clusters Score -4723540 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -4724845.500000 Penalty: 5186.885254
	Iteration 5F: 3 clusters Score -4724846 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -4726196.500000 Penalty: 5186.885254
	Iteration 6F: 3 clusters Score -4726196 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -4727495.500000 Penalty: 5186.885254
	Iteration 7F: 3 clusters Score -4727496 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -4728687.500000 Penalty: 5186.885254
	Iteration 8F: 3 clusters Score -4728688 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -4729713.500000 Penalty: 5186.885254
	Iteration 9Q: 3 clusters Score -4729714 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -4730589.500000 Penalty: 5186.885254
	Iteration 10Q: 3 clusters Score -4730590 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -4731356.000000 Penalty: 5186.885254
	Iteration 11Q: 3 clusters Score -4731356 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -4732032.000000 Penalty: 5186.885254
	Iteration 12Q: 3 clusters Score -4732032 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -4732547.000000 Penalty: 5186.885254
	Iteration 13Q: 3 clusters Score -4732547 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -4732935.500000 Penalty: 5186.885254
	Iteration 14Q: 3 clusters Score -4732936 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -4733206.000000 Penalty: 5186.885254
	Iteration 15Q: 3 clusters Score -4733206 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -4733402.500000 Penalty: 5186.885254
	Iteration 16Q: 3 clusters Score -4733402 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -4733520.000000 Penalty: 5186.885254
	Iteration 17Q: 3 clusters Score -4733520 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -4733615.500000 Penalty: 5186.885254
	Iteration 18Q: 3 clusters Score -4733616 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -4733676.000000 Penalty: 5186.885254
	Iteration 19Q: 3 clusters Score -4733676 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -4733731.500000 Penalty: 5186.885254
	Iteration 20F: 3 clusters Score -4733732 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -4733773.000000 Penalty: 5186.885254
	Iteration 21Q: 3 clusters Score -4733773 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -4733809.500000 Penalty: 5186.885254
	Iteration 22Q: 3 clusters Score -4733810 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -4733814.000000 Penalty: 5186.885254
	Iteration 23Q: 3 clusters Score -4733814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -4733843.500000 Penalty: 5186.885254
	Iteration 24Q: 3 clusters Score -4733844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -4733867.500000 Penalty: 5186.885254
	Iteration 25Q: 3 clusters Score -4733868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -4733881.500000 Penalty: 5186.885254
	Iteration 26Q: 3 clusters Score -4733882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -4733886.500000 Penalty: 5186.885254
	Iteration 27Q: 3 clusters Score -4733886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -4733887.500000 Penalty: 5186.885254
	Iteration 28Q: 3 clusters Score -4733888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -4733896.000000 Penalty: 5186.885254
	Iteration 29Q: 3 clusters Score -4733896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -4733896.000000 Penalty: 5186.885254
	Iteration 30Q: 3 clusters Score -4733896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -4733890.500000 Penalty: 5186.885254
	Iteration 31Q: 3 clusters Score -4733890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -4733892.500000 Penalty: 5186.885254
	Iteration 32Q: 3 clusters Score -4733892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -4733891.500000 Penalty: 5186.885254
	Iteration 33Q: 3 clusters Score -4733892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -4733891.500000 Penalty: 5186.885254
	Iteration 34F: 3 clusters Score -4733892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Entering Unmasked Estep 
Score: -5691787.000000 Penalty: 2640.384033
	Iteration 0F: 2 clusters Score -5691787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -5663447.000000 Penalty: 5280.768066
	Iteration 0F: 3 clusters Score -5663447 nChanged 19206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -5673993.000000 Penalty: 5280.768066
	Iteration 1F: 3 clusters Score -5673993 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -5674425.000000 Penalty: 5280.768066
	Iteration 2Q: 3 clusters Score -5674425 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -5674772.000000 Penalty: 5280.768066
	Iteration 3Q: 3 clusters Score -5674772 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -5675164.500000 Penalty: 5280.768066
	Iteration 4Q: 3 clusters Score -5675164 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -5675465.500000 Penalty: 5280.768066
	Iteration 5Q: 3 clusters Score -5675466 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -5675826.000000 Penalty: 5280.768066
	Iteration 6Q: 3 clusters Score -5675826 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -5676250.500000 Penalty: 5280.768066
	Iteration 7Q: 3 clusters Score -5676250 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -5676789.000000 Penalty: 5280.768066
	Iteration 8Q: 3 clusters Score -5676789 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -5677563.000000 Penalty: 5280.768066
	Iteration 9Q: 3 clusters Score -5677563 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -5678691.000000 Penalty: 5280.768066
	Iteration 10Q: 3 clusters Score -5678691 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -5680122.000000 Penalty: 5280.768066
	Iteration 11F: 3 clusters Score -5680122 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -5681749.500000 Penalty: 5280.768066
	Iteration 12F: 3 clusters Score -5681750 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -5683445.000000 Penalty: 5280.768066
	Iteration 13F: 3 clusters Score -5683445 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -5685114.500000 Penalty: 5280.768066
	Iteration 14Q: 3 clusters Score -5685114 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -5686413.500000 Penalty: 5280.768066
	Iteration 15Q: 3 clusters Score -5686414 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -5687361.500000 Penalty: 5280.768066
	Iteration 16Q: 3 clusters Score -5687362 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -5687963.500000 Penalty: 5280.768066
	Iteration 17Q: 3 clusters Score -5687964 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -5688452.500000 Penalty: 5280.768066
	Iteration 18Q: 3 clusters Score -5688452 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -5688843.000000 Penalty: 5280.768066
	Iteration 19Q: 3 clusters Score -5688843 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -5689091.000000 Penalty: 5280.768066
	Iteration 20F: 3 clusters Score -5689091 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5689216.500000 Penalty: 5280.768066
	Iteration 21Q: 3 clusters Score -5689216 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -5689272.500000 Penalty: 5280.768066
	Iteration 22Q: 3 clusters Score -5689272 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -5689333.500000 Penalty: 5280.768066
	Iteration 23Q: 3 clusters Score -5689334 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -5689388.500000 Penalty: 5280.768066
	Iteration 24Q: 3 clusters Score -5689388 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5689416.000000 Penalty: 5280.768066
	Iteration 25Q: 3 clusters Score -5689416 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5689436.500000 Penalty: 5280.768066
	Iteration 26Q: 3 clusters Score -5689436 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -5689459.500000 Penalty: 5280.768066
	Iteration 27Q: 3 clusters Score -5689460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5689484.000000 Penalty: 5280.768066
	Iteration 28Q: 3 clusters Score -5689484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5689488.500000 Penalty: 5280.768066
	Iteration 29Q: 3 clusters Score -5689488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5689505.000000 Penalty: 5280.768066
	Iteration 30Q: 3 clusters Score -5689505 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -5689506.500000 Penalty: 5280.768066
	Iteration 31Q: 3 clusters Score -5689506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5689523.000000 Penalty: 5280.768066
	Iteration 32Q: 3 clusters Score -5689523 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5689532.500000 Penalty: 5280.768066
	Iteration 33Q: 3 clusters Score -5689532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -5689537.500000 Penalty: 5280.768066
	Iteration 34Q: 3 clusters Score -5689538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5689538.000000 Penalty: 5280.768066
	Iteration 35Q: 3 clusters Score -5689538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5689530.500000 Penalty: 5280.768066
	Iteration 36Q: 3 clusters Score -5689530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5689538.000000 Penalty: 5280.768066
	Iteration 37Q: 3 clusters Score -5689538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5689533.000000 Penalty: 5280.768066
	Iteration 38Q: 3 clusters Score -5689533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5689535.000000 Penalty: 5280.768066
	Iteration 39Q: 3 clusters Score -5689535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5689541.000000 Penalty: 5280.768066
	Iteration 40F: 3 clusters Score -5689541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5689539.000000 Penalty: 5280.768066
	Iteration 41Q: 3 clusters Score -5689539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5689545.000000 Penalty: 5280.768066
	Iteration 42Q: 3 clusters Score -5689545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5689542.500000 Penalty: 5280.768066
	Iteration 43Q: 3 clusters Score -5689542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5689546.000000 Penalty: 5280.768066
	Iteration 44Q: 3 clusters Score -5689546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5689551.500000 Penalty: 5280.768066
	Iteration 45Q: 3 clusters Score -5689552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5689557.500000 Penalty: 5280.768066
	Iteration 46Q: 3 clusters Score -5689558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5689557.500000 Penalty: 5280.768066
	Iteration 47F: 3 clusters Score -5689558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Entering Unmasked Estep 
Score: -1836443.625000 Penalty: 2367.467773
	Iteration 0F: 2 clusters Score -1836444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1826185.625000 Penalty: 4734.935547
	Iteration 0F: 3 clusters Score -1826186 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1829587.125000 Penalty: 4734.935547
	Iteration 1F: 3 clusters Score -1829587 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1830434.875000 Penalty: 4734.935547
	Iteration 2F: 3 clusters Score -1830435 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1831495.750000 Penalty: 4734.935547
	Iteration 3F: 3 clusters Score -1831496 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1832512.500000 Penalty: 4734.935547
	Iteration 4F: 3 clusters Score -1832512 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1833344.000000 Penalty: 4734.935547
	Iteration 5F: 3 clusters Score -1833344 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1833925.375000 Penalty: 4734.935547
	Iteration 6F: 3 clusters Score -1833925 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1834341.750000 Penalty: 4734.935547
	Iteration 7Q: 3 clusters Score -1834342 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1834660.750000 Penalty: 4734.935547
	Iteration 8Q: 3 clusters Score -1834661 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1834923.875000 Penalty: 4734.935547
	Iteration 9Q: 3 clusters Score -1834924 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1835138.500000 Penalty: 4734.935547
	Iteration 10Q: 3 clusters Score -1835138 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1835329.625000 Penalty: 4734.935547
	Iteration 11Q: 3 clusters Score -1835330 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1835512.250000 Penalty: 4734.935547
	Iteration 12Q: 3 clusters Score -1835512 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1835692.250000 Penalty: 4734.935547
	Iteration 13Q: 3 clusters Score -1835692 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1835894.375000 Penalty: 4734.935547
	Iteration 14Q: 3 clusters Score -1835894 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1836047.250000 Penalty: 4734.935547
	Iteration 15Q: 3 clusters Score -1836047 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1836151.750000 Penalty: 4734.935547
	Iteration 16Q: 3 clusters Score -1836152 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1836216.625000 Penalty: 4734.935547
	Iteration 17Q: 3 clusters Score -1836217 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1836257.250000 Penalty: 4734.935547
	Iteration 18Q: 3 clusters Score -1836257 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1836284.250000 Penalty: 4734.935547
	Iteration 19Q: 3 clusters Score -1836284 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1836305.375000 Penalty: 4734.935547
	Iteration 20F: 3 clusters Score -1836305 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1836332.500000 Penalty: 4734.935547
	Iteration 21Q: 3 clusters Score -1836332 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1836349.750000 Penalty: 4734.935547
	Iteration 22Q: 3 clusters Score -1836350 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1836378.000000 Penalty: 4734.935547
	Iteration 23Q: 3 clusters Score -1836378 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1836394.875000 Penalty: 4734.935547
	Iteration 24Q: 3 clusters Score -1836395 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1836401.500000 Penalty: 4734.935547
	Iteration 25Q: 3 clusters Score -1836402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1836405.250000 Penalty: 4734.935547
	Iteration 26Q: 3 clusters Score -1836405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1836409.000000 Penalty: 4734.935547
	Iteration 27Q: 3 clusters Score -1836409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1836415.250000 Penalty: 4734.935547
	Iteration 28Q: 3 clusters Score -1836415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1836413.500000 Penalty: 4734.935547
	Iteration 29Q: 3 clusters Score -1836414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1836418.000000 Penalty: 4734.935547
	Iteration 30Q: 3 clusters Score -1836418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1836418.625000 Penalty: 4734.935547
	Iteration 31Q: 3 clusters Score -1836419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1836421.125000 Penalty: 4734.935547
	Iteration 32Q: 3 clusters Score -1836421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1836423.500000 Penalty: 4734.935547
	Iteration 33Q: 3 clusters Score -1836424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1836429.875000 Penalty: 4734.935547
	Iteration 34Q: 3 clusters Score -1836430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1836427.500000 Penalty: 4734.935547
	Iteration 35Q: 3 clusters Score -1836428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1836428.875000 Penalty: 4734.935547
	Iteration 36Q: 3 clusters Score -1836429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1836429.000000 Penalty: 4734.935547
	Iteration 37Q: 3 clusters Score -1836429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1836429.875000 Penalty: 4734.935547
	Iteration 38Q: 3 clusters Score -1836430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1836432.250000 Penalty: 4734.935547
	Iteration 39Q: 3 clusters Score -1836432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1836431.500000 Penalty: 4734.935547
	Iteration 40F: 3 clusters Score -1836432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1836434.375000 Penalty: 4734.935547
	Iteration 41Q: 3 clusters Score -1836434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1836433.750000 Penalty: 4734.935547
	Iteration 42Q: 3 clusters Score -1836434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1836433.750000 Penalty: 4734.935547
	Iteration 43Q: 3 clusters Score -1836434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1836433.750000 Penalty: 4734.935547
	Iteration 44F: 3 clusters Score -1836434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Entering Unmasked Estep 
Score: -5070014.500000 Penalty: 2602.276611
	Iteration 0F: 2 clusters Score -5070014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -5045504.500000 Penalty: 5204.553223
	Iteration 0F: 3 clusters Score -5045504 nChanged 16471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -5054618.500000 Penalty: 5204.553223
	Iteration 1F: 3 clusters Score -5054618 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -5055369.500000 Penalty: 5204.553223
	Iteration 2F: 3 clusters Score -5055370 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -5055992.000000 Penalty: 5204.553223
	Iteration 3Q: 3 clusters Score -5055992 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -5056586.000000 Penalty: 5204.553223
	Iteration 4Q: 3 clusters Score -5056586 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -5057196.000000 Penalty: 5204.553223
	Iteration 5Q: 3 clusters Score -5057196 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -5057832.500000 Penalty: 5204.553223
	Iteration 6Q: 3 clusters Score -5057832 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -5058580.500000 Penalty: 5204.553223
	Iteration 7Q: 3 clusters Score -5058580 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -5059412.500000 Penalty: 5204.553223
	Iteration 8Q: 3 clusters Score -5059412 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -5060255.000000 Penalty: 5204.553223
	Iteration 9Q: 3 clusters Score -5060255 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -5061204.500000 Penalty: 5204.553223
	Iteration 10Q: 3 clusters Score -5061204 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -5062024.000000 Penalty: 5204.553223
	Iteration 11Q: 3 clusters Score -5062024 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -5062711.500000 Penalty: 5204.553223
	Iteration 12Q: 3 clusters Score -5062712 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -5063227.000000 Penalty: 5204.553223
	Iteration 13Q: 3 clusters Score -5063227 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -5063634.000000 Penalty: 5204.553223
	Iteration 14Q: 3 clusters Score -5063634 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -5064013.500000 Penalty: 5204.553223
	Iteration 15Q: 3 clusters Score -5064014 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -5064378.500000 Penalty: 5204.553223
	Iteration 16Q: 3 clusters Score -5064378 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -5064723.000000 Penalty: 5204.553223
	Iteration 17Q: 3 clusters Score -5064723 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -5065055.500000 Penalty: 5204.553223
	Iteration 18Q: 3 clusters Score -5065056 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -5065400.500000 Penalty: 5204.553223
	Iteration 19Q: 3 clusters Score -5065400 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -5065730.000000 Penalty: 5204.553223
	Iteration 20F: 3 clusters Score -5065730 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -5066035.000000 Penalty: 5204.553223
	Iteration 21Q: 3 clusters Score -5066035 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -5066329.500000 Penalty: 5204.553223
	Iteration 22Q: 3 clusters Score -5066330 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -5066624.000000 Penalty: 5204.553223
	Iteration 23Q: 3 clusters Score -5066624 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -5066868.000000 Penalty: 5204.553223
	Iteration 24Q: 3 clusters Score -5066868 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -5067076.500000 Penalty: 5204.553223
	Iteration 25Q: 3 clusters Score -5067076 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -5067263.500000 Penalty: 5204.553223
	Iteration 26Q: 3 clusters Score -5067264 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -5067375.000000 Penalty: 5204.553223
	Iteration 27Q: 3 clusters Score -5067375 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -5067439.000000 Penalty: 5204.553223
	Iteration 28Q: 3 clusters Score -5067439 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -5067498.500000 Penalty: 5204.553223
	Iteration 29Q: 3 clusters Score -5067498 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -5067546.500000 Penalty: 5204.553223
	Iteration 30Q: 3 clusters Score -5067546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -5067576.500000 Penalty: 5204.553223
	Iteration 31Q: 3 clusters Score -5067576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -5067592.500000 Penalty: 5204.553223
	Iteration 32Q: 3 clusters Score -5067592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -5067601.500000 Penalty: 5204.553223
	Iteration 33Q: 3 clusters Score -5067602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -5067621.500000 Penalty: 5204.553223
	Iteration 34Q: 3 clusters Score -5067622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -5067634.000000 Penalty: 5204.553223
	Iteration 35Q: 3 clusters Score -5067634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -5067638.000000 Penalty: 5204.553223
	Iteration 36Q: 3 clusters Score -5067638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -5067641.000000 Penalty: 5204.553223
	Iteration 37Q: 3 clusters Score -5067641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -5067642.500000 Penalty: 5204.553223
	Iteration 38Q: 3 clusters Score -5067642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -5067646.500000 Penalty: 5204.553223
	Iteration 39Q: 3 clusters Score -5067646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -5067643.000000 Penalty: 5204.553223
	Iteration 40F: 3 clusters Score -5067643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -5067649.000000 Penalty: 5204.553223
	Iteration 41Q: 3 clusters Score -5067649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -5067653.500000 Penalty: 5204.553223
	Iteration 42Q: 3 clusters Score -5067654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -5067651.000000 Penalty: 5204.553223
	Iteration 43Q: 3 clusters Score -5067651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -5067658.000000 Penalty: 5204.553223
	Iteration 44Q: 3 clusters Score -5067658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -5067651.500000 Penalty: 5204.553223
	Iteration 45Q: 3 clusters Score -5067652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -5067651.500000 Penalty: 5204.553223
	Iteration 46F: 3 clusters Score -5067652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (51612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Entering Unmasked Estep 
Score: -7255943.000000 Penalty: 2691.174316
	Iteration 0F: 2 clusters Score -7255943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -7221217.000000 Penalty: 5382.348633
	Iteration 0F: 3 clusters Score -7221217 nChanged 23873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -7234423.000000 Penalty: 5382.348633
	Iteration 1F: 3 clusters Score -7234423 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -7235022.000000 Penalty: 5382.348633
	Iteration 2Q: 3 clusters Score -7235022 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -7235652.500000 Penalty: 5382.348633
	Iteration 3Q: 3 clusters Score -7235652 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -7236382.500000 Penalty: 5382.348633
	Iteration 4Q: 3 clusters Score -7236382 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -7237234.500000 Penalty: 5382.348633
	Iteration 5Q: 3 clusters Score -7237234 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -7238211.000000 Penalty: 5382.348633
	Iteration 6Q: 3 clusters Score -7238211 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -7239565.500000 Penalty: 5382.348633
	Iteration 7Q: 3 clusters Score -7239566 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -7241212.000000 Penalty: 5382.348633
	Iteration 8Q: 3 clusters Score -7241212 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -7243126.000000 Penalty: 5382.348633
	Iteration 9F: 3 clusters Score -7243126 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -7245148.000000 Penalty: 5382.348633
	Iteration 10F: 3 clusters Score -7245148 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -7246664.500000 Penalty: 5382.348633
	Iteration 11Q: 3 clusters Score -7246664 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -7247518.500000 Penalty: 5382.348633
	Iteration 12Q: 3 clusters Score -7247518 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -7247930.000000 Penalty: 5382.348633
	Iteration 13Q: 3 clusters Score -7247930 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -7248212.500000 Penalty: 5382.348633
	Iteration 14Q: 3 clusters Score -7248212 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -7248420.000000 Penalty: 5382.348633
	Iteration 15Q: 3 clusters Score -7248420 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -7248629.000000 Penalty: 5382.348633
	Iteration 16Q: 3 clusters Score -7248629 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -7248807.000000 Penalty: 5382.348633
	Iteration 17Q: 3 clusters Score -7248807 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -7249023.500000 Penalty: 5382.348633
	Iteration 18Q: 3 clusters Score -7249024 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -7249212.500000 Penalty: 5382.348633
	Iteration 19Q: 3 clusters Score -7249212 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -7249425.000000 Penalty: 5382.348633
	Iteration 20F: 3 clusters Score -7249425 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -7249594.000000 Penalty: 5382.348633
	Iteration 21Q: 3 clusters Score -7249594 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -7249765.500000 Penalty: 5382.348633
	Iteration 22Q: 3 clusters Score -7249766 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -7249893.500000 Penalty: 5382.348633
	Iteration 23Q: 3 clusters Score -7249894 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -7250070.000000 Penalty: 5382.348633
	Iteration 24Q: 3 clusters Score -7250070 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -7250248.000000 Penalty: 5382.348633
	Iteration 25Q: 3 clusters Score -7250248 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -7250466.500000 Penalty: 5382.348633
	Iteration 26Q: 3 clusters Score -7250466 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -7250666.000000 Penalty: 5382.348633
	Iteration 27Q: 3 clusters Score -7250666 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -7250868.500000 Penalty: 5382.348633
	Iteration 28Q: 3 clusters Score -7250868 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -7251132.500000 Penalty: 5382.348633
	Iteration 29Q: 3 clusters Score -7251132 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -7251383.500000 Penalty: 5382.348633
	Iteration 30Q: 3 clusters Score -7251384 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -7251591.000000 Penalty: 5382.348633
	Iteration 31Q: 3 clusters Score -7251591 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -7251786.000000 Penalty: 5382.348633
	Iteration 32Q: 3 clusters Score -7251786 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -7251954.000000 Penalty: 5382.348633
	Iteration 33Q: 3 clusters Score -7251954 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -7252106.500000 Penalty: 5382.348633
	Iteration 34Q: 3 clusters Score -7252106 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -7252243.000000 Penalty: 5382.348633
	Iteration 35Q: 3 clusters Score -7252243 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -7252378.500000 Penalty: 5382.348633
	Iteration 36Q: 3 clusters Score -7252378 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -7252511.000000 Penalty: 5382.348633
	Iteration 37Q: 3 clusters Score -7252511 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -7252623.000000 Penalty: 5382.348633
	Iteration 38Q: 3 clusters Score -7252623 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -7252755.000000 Penalty: 5382.348633
	Iteration 39Q: 3 clusters Score -7252755 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -7252856.500000 Penalty: 5382.348633
	Iteration 40F: 3 clusters Score -7252856 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -7252951.000000 Penalty: 5382.348633
	Iteration 41Q: 3 clusters Score -7252951 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -7253036.500000 Penalty: 5382.348633
	Iteration 42Q: 3 clusters Score -7253036 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -7253118.000000 Penalty: 5382.348633
	Iteration 43Q: 3 clusters Score -7253118 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -7253198.500000 Penalty: 5382.348633
	Iteration 44Q: 3 clusters Score -7253198 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49679 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -7253240.000000 Penalty: 5382.348633
	Iteration 45Q: 3 clusters Score -7253240 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -7253294.000000 Penalty: 5382.348633
	Iteration 46Q: 3 clusters Score -7253294 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -7253350.500000 Penalty: 5382.348633
	Iteration 47Q: 3 clusters Score -7253350 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -7253404.500000 Penalty: 5382.348633
	Iteration 48Q: 3 clusters Score -7253404 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7253447.000000 Penalty: 5382.348633
	Iteration 49Q: 3 clusters Score -7253447 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -7253468.500000 Penalty: 5382.348633
	Iteration 50Q: 3 clusters Score -7253468 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -7253513.000000 Penalty: 5382.348633
	Iteration 51Q: 3 clusters Score -7253513 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50313 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7253523.500000 Penalty: 5382.348633
	Iteration 52Q: 3 clusters Score -7253524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -7253527.500000 Penalty: 5382.348633
	Iteration 53Q: 3 clusters Score -7253528 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -7253551.500000 Penalty: 5382.348633
	Iteration 54Q: 3 clusters Score -7253552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50412 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -7253562.000000 Penalty: 5382.348633
	Iteration 55Q: 3 clusters Score -7253562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -7253569.000000 Penalty: 5382.348633
	Iteration 56Q: 3 clusters Score -7253569 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50464 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7253571.000000 Penalty: 5382.348633
	Iteration 57Q: 3 clusters Score -7253571 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50497 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7253592.500000 Penalty: 5382.348633
	Iteration 58Q: 3 clusters Score -7253592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7253613.500000 Penalty: 5382.348633
	Iteration 59Q: 3 clusters Score -7253614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7253624.500000 Penalty: 5382.348633
	Iteration 60F: 3 clusters Score -7253624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7253642.000000 Penalty: 5382.348633
	Iteration 61Q: 3 clusters Score -7253642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50585 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7253653.500000 Penalty: 5382.348633
	Iteration 62Q: 3 clusters Score -7253654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7253662.500000 Penalty: 5382.348633
	Iteration 63Q: 3 clusters Score -7253662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50619 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7253668.000000 Penalty: 5382.348633
	Iteration 64Q: 3 clusters Score -7253668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50624 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7253672.000000 Penalty: 5382.348633
	Iteration 65Q: 3 clusters Score -7253672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50632 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7253675.500000 Penalty: 5382.348633
	Iteration 66Q: 3 clusters Score -7253676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7253679.500000 Penalty: 5382.348633
	Iteration 67Q: 3 clusters Score -7253680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -7253684.000000 Penalty: 5382.348633
	Iteration 68Q: 3 clusters Score -7253684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7253685.000000 Penalty: 5382.348633
	Iteration 69Q: 3 clusters Score -7253685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7253693.500000 Penalty: 5382.348633
	Iteration 70Q: 3 clusters Score -7253694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7253713.000000 Penalty: 5382.348633
	Iteration 71Q: 3 clusters Score -7253713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -7253719.500000 Penalty: 5382.348633
	Iteration 72Q: 3 clusters Score -7253720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7253714.500000 Penalty: 5382.348633
	Iteration 73Q: 3 clusters Score -7253714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7253727.500000 Penalty: 5382.348633
	Iteration 74Q: 3 clusters Score -7253728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7253747.500000 Penalty: 5382.348633
	Iteration 75Q: 3 clusters Score -7253748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -7253753.000000 Penalty: 5382.348633
	Iteration 76Q: 3 clusters Score -7253753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -7253748.000000 Penalty: 5382.348633
	Iteration 77Q: 3 clusters Score -7253748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7253748.000000 Penalty: 5382.348633
	Iteration 78Q: 3 clusters Score -7253748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50783 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7253752.500000 Penalty: 5382.348633
	Iteration 79Q: 3 clusters Score -7253752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7253757.000000 Penalty: 5382.348633
	Iteration 80F: 3 clusters Score -7253757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7253761.500000 Penalty: 5382.348633
	Iteration 81Q: 3 clusters Score -7253762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7253770.500000 Penalty: 5382.348633
	Iteration 82Q: 3 clusters Score -7253770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7253773.000000 Penalty: 5382.348633
	Iteration 83Q: 3 clusters Score -7253773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7253775.000000 Penalty: 5382.348633
	Iteration 84Q: 3 clusters Score -7253775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7253778.500000 Penalty: 5382.348633
	Iteration 85Q: 3 clusters Score -7253778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7253775.500000 Penalty: 5382.348633
	Iteration 86Q: 3 clusters Score -7253776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50815 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7253771.500000 Penalty: 5382.348633
	Iteration 87Q: 3 clusters Score -7253772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50816 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7253778.000000 Penalty: 5382.348633
	Iteration 88Q: 3 clusters Score -7253778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7253778.500000 Penalty: 5382.348633
	Iteration 89Q: 3 clusters Score -7253778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50819 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7253772.000000 Penalty: 5382.348633
	Iteration 90Q: 3 clusters Score -7253772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7253774.500000 Penalty: 5382.348633
	Iteration 91Q: 3 clusters Score -7253774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7253774.500000 Penalty: 5382.348633
	Iteration 92F: 3 clusters Score -7253774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (84512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84512 members 
Entering Unmasked Estep 
Score: -11661471.000000 Penalty: 2813.472900
	Iteration 0F: 2 clusters Score -1.166147e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -11604931.000000 Penalty: 5626.945801
	Iteration 0F: 3 clusters Score -1.160493e+07 nChanged 39791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -11627507.000000 Penalty: 5626.945801
	Iteration 1F: 3 clusters Score -1.162751e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -11628503.000000 Penalty: 5626.945801
	Iteration 2Q: 3 clusters Score -1.16285e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -11629807.000000 Penalty: 5626.945801
	Iteration 3Q: 3 clusters Score -1.162981e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -11631413.000000 Penalty: 5626.945801
	Iteration 4Q: 3 clusters Score -1.163141e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -11633865.000000 Penalty: 5626.945801
	Iteration 5F: 3 clusters Score -1.163386e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 53723 members 
Entering Unmasked Estep 
Score: -11637425.000000 Penalty: 5626.945801
	Iteration 6F: 3 clusters Score -1.163742e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -11642068.000000 Penalty: 5626.945801
	Iteration 7F: 3 clusters Score -1.164207e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 61691 members 
Entering Unmasked Estep 
Score: -11646950.000000 Penalty: 5626.945801
	Iteration 8F: 3 clusters Score -1.164695e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 64770 members 
Entering Unmasked Estep 
Score: -11651226.000000 Penalty: 5626.945801
	Iteration 9F: 3 clusters Score -1.165123e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 66582 members 
Entering Unmasked Estep 
Score: -11653702.000000 Penalty: 5626.945801
	Iteration 10Q: 3 clusters Score -1.16537e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 67595 members 
Entering Unmasked Estep 
Score: -11655014.000000 Penalty: 5626.945801
	Iteration 11Q: 3 clusters Score -1.165501e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 68232 members 
Entering Unmasked Estep 
Score: -11655672.000000 Penalty: 5626.945801
	Iteration 12Q: 3 clusters Score -1.165567e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 68734 members 
Entering Unmasked Estep 
Score: -11655935.000000 Penalty: 5626.945801
	Iteration 13Q: 3 clusters Score -1.165594e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 69148 members 
Entering Unmasked Estep 
Score: -11656122.000000 Penalty: 5626.945801
	Iteration 14Q: 3 clusters Score -1.165612e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 69514 members 
Entering Unmasked Estep 
Score: -11656235.000000 Penalty: 5626.945801
	Iteration 15Q: 3 clusters Score -1.165624e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 69835 members 
Entering Unmasked Estep 
Score: -11656322.000000 Penalty: 5626.945801
	Iteration 16Q: 3 clusters Score -1.165632e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 70150 members 
Entering Unmasked Estep 
Score: -11656419.000000 Penalty: 5626.945801
	Iteration 17Q: 3 clusters Score -1.165642e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 70447 members 
Entering Unmasked Estep 
Score: -11656517.000000 Penalty: 5626.945801
	Iteration 18Q: 3 clusters Score -1.165652e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 70754 members 
Entering Unmasked Estep 
Score: -11656542.000000 Penalty: 5626.945801
	Iteration 19Q: 3 clusters Score -1.165654e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 71026 members 
Entering Unmasked Estep 
Score: -11656577.000000 Penalty: 5626.945801
	Iteration 20F: 3 clusters Score -1.165658e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 71303 members 
Entering Unmasked Estep 
Score: -11656635.000000 Penalty: 5626.945801
	Iteration 21Q: 3 clusters Score -1.165664e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 71547 members 
Entering Unmasked Estep 
Score: -11656672.000000 Penalty: 5626.945801
	Iteration 22Q: 3 clusters Score -1.165667e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 71778 members 
Entering Unmasked Estep 
Score: -11656673.000000 Penalty: 5626.945801
	Iteration 23Q: 3 clusters Score -1.165667e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 71995 members 
Entering Unmasked Estep 
Score: -11656686.000000 Penalty: 5626.945801
	Iteration 24Q: 3 clusters Score -1.165669e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 72189 members 
Entering Unmasked Estep 
Score: -11656701.000000 Penalty: 5626.945801
	Iteration 25Q: 3 clusters Score -1.16567e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 72368 members 
Entering Unmasked Estep 
Score: -11656757.000000 Penalty: 5626.945801
	Iteration 26Q: 3 clusters Score -1.165676e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 72544 members 
Entering Unmasked Estep 
Score: -11656773.000000 Penalty: 5626.945801
	Iteration 27Q: 3 clusters Score -1.165677e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 72743 members 
Entering Unmasked Estep 
Score: -11656829.000000 Penalty: 5626.945801
	Iteration 28Q: 3 clusters Score -1.165683e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 72940 members 
Entering Unmasked Estep 
Score: -11656843.000000 Penalty: 5626.945801
	Iteration 29Q: 3 clusters Score -1.165684e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 73168 members 
Entering Unmasked Estep 
Score: -11656876.000000 Penalty: 5626.945801
	Iteration 30Q: 3 clusters Score -1.165688e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 73412 members 
Entering Unmasked Estep 
Score: -11656901.000000 Penalty: 5626.945801
	Iteration 31Q: 3 clusters Score -1.16569e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 73624 members 
Entering Unmasked Estep 
Score: -11656903.000000 Penalty: 5626.945801
	Iteration 32Q: 3 clusters Score -1.16569e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 73830 members 
Entering Unmasked Estep 
Score: -11656919.000000 Penalty: 5626.945801
	Iteration 33Q: 3 clusters Score -1.165692e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 74043 members 
Entering Unmasked Estep 
Score: -11656946.000000 Penalty: 5626.945801
	Iteration 34Q: 3 clusters Score -1.165695e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 74299 members 
Entering Unmasked Estep 
Score: -11656980.000000 Penalty: 5626.945801
	Iteration 35Q: 3 clusters Score -1.165698e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 74583 members 
Entering Unmasked Estep 
Score: -11657061.000000 Penalty: 5626.945801
	Iteration 36Q: 3 clusters Score -1.165706e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 74869 members 
Entering Unmasked Estep 
Score: -11657078.000000 Penalty: 5626.945801
	Iteration 37Q: 3 clusters Score -1.165708e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 75174 members 
Entering Unmasked Estep 
Score: -11657137.000000 Penalty: 5626.945801
	Iteration 38Q: 3 clusters Score -1.165714e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 75494 members 
Entering Unmasked Estep 
Score: -11657195.000000 Penalty: 5626.945801
	Iteration 39Q: 3 clusters Score -1.16572e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 75836 members 
Entering Unmasked Estep 
Score: -11657256.000000 Penalty: 5626.945801
	Iteration 40F: 3 clusters Score -1.165726e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 76216 members 
Entering Unmasked Estep 
Score: -11657329.000000 Penalty: 5626.945801
	Iteration 41Q: 3 clusters Score -1.165733e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 76635 members 
Entering Unmasked Estep 
Score: -11657467.000000 Penalty: 5626.945801
	Iteration 42Q: 3 clusters Score -1.165747e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 77065 members 
Entering Unmasked Estep 
Score: -11657529.000000 Penalty: 5626.945801
	Iteration 43Q: 3 clusters Score -1.165753e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 77515 members 
Entering Unmasked Estep 
Score: -11657701.000000 Penalty: 5626.945801
	Iteration 44Q: 3 clusters Score -1.16577e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 77960 members 
Entering Unmasked Estep 
Score: -11657814.000000 Penalty: 5626.945801
	Iteration 45Q: 3 clusters Score -1.165781e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 78350 members 
Entering Unmasked Estep 
Score: -11657931.000000 Penalty: 5626.945801
	Iteration 46Q: 3 clusters Score -1.165793e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 78720 members 
Entering Unmasked Estep 
Score: -11658013.000000 Penalty: 5626.945801
	Iteration 47Q: 3 clusters Score -1.165801e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 79117 members 
Entering Unmasked Estep 
Score: -11658134.000000 Penalty: 5626.945801
	Iteration 48Q: 3 clusters Score -1.165813e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 79512 members 
Entering Unmasked Estep 
Score: -11658279.000000 Penalty: 5626.945801
	Iteration 49Q: 3 clusters Score -1.165828e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 79874 members 
Entering Unmasked Estep 
Score: -11658359.000000 Penalty: 5626.945801
	Iteration 50Q: 3 clusters Score -1.165836e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 80193 members 
Entering Unmasked Estep 
Score: -11658492.000000 Penalty: 5626.945801
	Iteration 51Q: 3 clusters Score -1.165849e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 80471 members 
Entering Unmasked Estep 
Score: -11658593.000000 Penalty: 5626.945801
	Iteration 52Q: 3 clusters Score -1.165859e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 80723 members 
Entering Unmasked Estep 
Score: -11658684.000000 Penalty: 5626.945801
	Iteration 53Q: 3 clusters Score -1.165868e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 80977 members 
Entering Unmasked Estep 
Score: -11658754.000000 Penalty: 5626.945801
	Iteration 54Q: 3 clusters Score -1.165875e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 81179 members 
Entering Unmasked Estep 
Score: -11658883.000000 Penalty: 5626.945801
	Iteration 55Q: 3 clusters Score -1.165888e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 81383 members 
Entering Unmasked Estep 
Score: -11659018.000000 Penalty: 5626.945801
	Iteration 56Q: 3 clusters Score -1.165902e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 81553 members 
Entering Unmasked Estep 
Score: -11659127.000000 Penalty: 5626.945801
	Iteration 57Q: 3 clusters Score -1.165913e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 81698 members 
Entering Unmasked Estep 
Score: -11659237.000000 Penalty: 5626.945801
	Iteration 58Q: 3 clusters Score -1.165924e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 81826 members 
Entering Unmasked Estep 
Score: -11659339.000000 Penalty: 5626.945801
	Iteration 59Q: 3 clusters Score -1.165934e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 81935 members 
Entering Unmasked Estep 
Score: -11659409.000000 Penalty: 5626.945801
	Iteration 60F: 3 clusters Score -1.165941e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 82022 members 
Entering Unmasked Estep 
Score: -11659462.000000 Penalty: 5626.945801
	Iteration 61Q: 3 clusters Score -1.165946e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 82072 members 
Entering Unmasked Estep 
Score: -11659514.000000 Penalty: 5626.945801
	Iteration 62Q: 3 clusters Score -1.165951e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 82099 members 
Entering Unmasked Estep 
Score: -11659538.000000 Penalty: 5626.945801
	Iteration 63Q: 3 clusters Score -1.165954e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 82131 members 
Entering Unmasked Estep 
Score: -11659553.000000 Penalty: 5626.945801
	Iteration 64Q: 3 clusters Score -1.165955e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 82166 members 
Entering Unmasked Estep 
Score: -11659593.000000 Penalty: 5626.945801
	Iteration 65Q: 3 clusters Score -1.165959e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 82190 members 
Entering Unmasked Estep 
Score: -11659594.000000 Penalty: 5626.945801
	Iteration 66Q: 3 clusters Score -1.165959e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 82207 members 
Entering Unmasked Estep 
Score: -11659594.000000 Penalty: 5626.945801
	Iteration 67Q: 3 clusters Score -1.165959e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 82222 members 
Entering Unmasked Estep 
Score: -11659611.000000 Penalty: 5626.945801
	Iteration 68Q: 3 clusters Score -1.165961e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 82235 members 
Entering Unmasked Estep 
Score: -11659623.000000 Penalty: 5626.945801
	Iteration 69Q: 3 clusters Score -1.165962e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 82240 members 
Entering Unmasked Estep 
Score: -11659630.000000 Penalty: 5626.945801
	Iteration 70Q: 3 clusters Score -1.165963e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 82233 members 
Entering Unmasked Estep 
Score: -11659634.000000 Penalty: 5626.945801
	Iteration 71Q: 3 clusters Score -1.165963e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 82236 members 
Entering Unmasked Estep 
Score: -11659641.000000 Penalty: 5626.945801
	Iteration 72Q: 3 clusters Score -1.165964e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 82234 members 
Entering Unmasked Estep 
Score: -11659634.000000 Penalty: 5626.945801
	Iteration 73Q: 3 clusters Score -1.165963e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 82236 members 
Entering Unmasked Estep 
Score: -11659630.000000 Penalty: 5626.945801
	Iteration 74Q: 3 clusters Score -1.165963e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 82244 members 
Entering Unmasked Estep 
Score: -11659648.000000 Penalty: 5626.945801
	Iteration 75Q: 3 clusters Score -1.165965e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 82255 members 
Entering Unmasked Estep 
Score: -11659655.000000 Penalty: 5626.945801
	Iteration 76Q: 3 clusters Score -1.165966e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 82266 members 
Entering Unmasked Estep 
Score: -11659668.000000 Penalty: 5626.945801
	Iteration 77Q: 3 clusters Score -1.165967e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 82273 members 
Entering Unmasked Estep 
Score: -11659659.000000 Penalty: 5626.945801
	Iteration 78Q: 3 clusters Score -1.165966e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 82277 members 
Entering Unmasked Estep 
Score: -11659663.000000 Penalty: 5626.945801
	Iteration 79Q: 3 clusters Score -1.165966e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 82282 members 
Entering Unmasked Estep 
Score: -11659675.000000 Penalty: 5626.945801
	Iteration 80F: 3 clusters Score -1.165968e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 82285 members 
Entering Unmasked Estep 
Score: -11659690.000000 Penalty: 5626.945801
	Iteration 81Q: 3 clusters Score -1.165969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 82288 members 
Entering Unmasked Estep 
Score: -11659689.000000 Penalty: 5626.945801
	Iteration 82Q: 3 clusters Score -1.165969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 82287 members 
Entering Unmasked Estep 
Score: -11659671.000000 Penalty: 5626.945801
	Iteration 83Q: 3 clusters Score -1.165967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 82288 members 
Entering Unmasked Estep 
Score: -11659684.000000 Penalty: 5626.945801
	Iteration 84Q: 3 clusters Score -1.165968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 82289 members 
Entering Unmasked Estep 
Score: -11659684.000000 Penalty: 5626.945801
	Iteration 85Q: 3 clusters Score -1.165968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 82288 members 
Entering Unmasked Estep 
Score: -11659700.000000 Penalty: 5626.945801
	Iteration 86Q: 3 clusters Score -1.16597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 82288 members 
Entering Unmasked Estep 
Score: -11659701.000000 Penalty: 5626.945801
	Iteration 87Q: 3 clusters Score -1.16597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 82288 members 
Entering Unmasked Estep 
Score: -11659695.000000 Penalty: 5626.945801
	Iteration 88Q: 3 clusters Score -1.16597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 82288 members 
Entering Unmasked Estep 
Score: -11659700.000000 Penalty: 5626.945801
	Iteration 89Q: 3 clusters Score -1.16597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 82290 members 
Entering Unmasked Estep 
Score: -11659699.000000 Penalty: 5626.945801
	Iteration 90Q: 3 clusters Score -1.16597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 82292 members 
Entering Unmasked Estep 
Score: -11659703.000000 Penalty: 5626.945801
	Iteration 91Q: 3 clusters Score -1.16597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 82293 members 
Entering Unmasked Estep 
Score: -11659701.000000 Penalty: 5626.945801
	Iteration 92Q: 3 clusters Score -1.16597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 82293 members 
Entering Unmasked Estep 
Score: -11659701.000000 Penalty: 5626.945801
	Iteration 93F: 3 clusters Score -1.16597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Entering Unmasked Estep 
Score: -5387664.000000 Penalty: 2617.136475
	Iteration 0F: 2 clusters Score -5387664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -5361663.000000 Penalty: 5234.272949
	Iteration 0F: 3 clusters Score -5361663 nChanged 17340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -5371187.500000 Penalty: 5234.272949
	Iteration 1F: 3 clusters Score -5371188 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -5371604.000000 Penalty: 5234.272949
	Iteration 2Q: 3 clusters Score -5371604 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -5371951.000000 Penalty: 5234.272949
	Iteration 3Q: 3 clusters Score -5371951 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -5372210.500000 Penalty: 5234.272949
	Iteration 4Q: 3 clusters Score -5372210 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -5372505.500000 Penalty: 5234.272949
	Iteration 5Q: 3 clusters Score -5372506 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -5372867.500000 Penalty: 5234.272949
	Iteration 6Q: 3 clusters Score -5372868 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -5373337.000000 Penalty: 5234.272949
	Iteration 7Q: 3 clusters Score -5373337 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -5374053.500000 Penalty: 5234.272949
	Iteration 8Q: 3 clusters Score -5374054 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -5375189.000000 Penalty: 5234.272949
	Iteration 9F: 3 clusters Score -5375189 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -5376810.000000 Penalty: 5234.272949
	Iteration 10F: 3 clusters Score -5376810 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -5379014.000000 Penalty: 5234.272949
	Iteration 11F: 3 clusters Score -5379014 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -5381340.000000 Penalty: 5234.272949
	Iteration 12F: 3 clusters Score -5381340 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -5383201.000000 Penalty: 5234.272949
	Iteration 13F: 3 clusters Score -5383201 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5384299.000000 Penalty: 5234.272949
	Iteration 14Q: 3 clusters Score -5384299 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5384816.000000 Penalty: 5234.272949
	Iteration 15Q: 3 clusters Score -5384816 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5385049.000000 Penalty: 5234.272949
	Iteration 16Q: 3 clusters Score -5385049 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5385165.500000 Penalty: 5234.272949
	Iteration 17Q: 3 clusters Score -5385166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5385221.000000 Penalty: 5234.272949
	Iteration 18Q: 3 clusters Score -5385221 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5385283.500000 Penalty: 5234.272949
	Iteration 19Q: 3 clusters Score -5385284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5385311.000000 Penalty: 5234.272949
	Iteration 20F: 3 clusters Score -5385311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5385333.000000 Penalty: 5234.272949
	Iteration 21Q: 3 clusters Score -5385333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5385355.000000 Penalty: 5234.272949
	Iteration 22Q: 3 clusters Score -5385355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5385360.000000 Penalty: 5234.272949
	Iteration 23Q: 3 clusters Score -5385360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5385364.500000 Penalty: 5234.272949
	Iteration 24Q: 3 clusters Score -5385364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5385363.000000 Penalty: 5234.272949
	Iteration 25Q: 3 clusters Score -5385363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5385363.500000 Penalty: 5234.272949
	Iteration 26Q: 3 clusters Score -5385364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5385371.500000 Penalty: 5234.272949
	Iteration 27Q: 3 clusters Score -5385372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5385372.500000 Penalty: 5234.272949
	Iteration 28Q: 3 clusters Score -5385372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5385372.500000 Penalty: 5234.272949
	Iteration 29F: 3 clusters Score -5385372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (69540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69540 members 
Entering Unmasked Estep 
Score: -9735884.000000 Penalty: 2765.114990
	Iteration 0F: 2 clusters Score -9735884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -9689223.000000 Penalty: 5530.229980
	Iteration 0F: 3 clusters Score -9689223 nChanged 32584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -9707637.000000 Penalty: 5530.229980
	Iteration 1F: 3 clusters Score -9707637 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -9708322.000000 Penalty: 5530.229980
	Iteration 2Q: 3 clusters Score -9708322 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -9709012.000000 Penalty: 5530.229980
	Iteration 3Q: 3 clusters Score -9709012 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -9709966.000000 Penalty: 5530.229980
	Iteration 4Q: 3 clusters Score -9709966 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -9711105.000000 Penalty: 5530.229980
	Iteration 5Q: 3 clusters Score -9711105 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -9712850.000000 Penalty: 5530.229980
	Iteration 6Q: 3 clusters Score -9712850 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -9715238.000000 Penalty: 5530.229980
	Iteration 7F: 3 clusters Score -9715238 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -9718529.000000 Penalty: 5530.229980
	Iteration 8F: 3 clusters Score -9718529 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 56503 members 
Entering Unmasked Estep 
Score: -9722562.000000 Penalty: 5530.229980
	Iteration 9F: 3 clusters Score -9722562 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 60962 members 
Entering Unmasked Estep 
Score: -9726636.000000 Penalty: 5530.229980
	Iteration 10F: 3 clusters Score -9726636 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 64256 members 
Entering Unmasked Estep 
Score: -9729657.000000 Penalty: 5530.229980
	Iteration 11Q: 3 clusters Score -9729657 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 66331 members 
Entering Unmasked Estep 
Score: -9731476.000000 Penalty: 5530.229980
	Iteration 12Q: 3 clusters Score -9731476 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 67451 members 
Entering Unmasked Estep 
Score: -9732449.000000 Penalty: 5530.229980
	Iteration 13Q: 3 clusters Score -9732449 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 68015 members 
Entering Unmasked Estep 
Score: -9732972.000000 Penalty: 5530.229980
	Iteration 14Q: 3 clusters Score -9732972 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 68308 members 
Entering Unmasked Estep 
Score: -9733226.000000 Penalty: 5530.229980
	Iteration 15Q: 3 clusters Score -9733226 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 68489 members 
Entering Unmasked Estep 
Score: -9733404.000000 Penalty: 5530.229980
	Iteration 16Q: 3 clusters Score -9733404 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 68585 members 
Entering Unmasked Estep 
Score: -9733488.000000 Penalty: 5530.229980
	Iteration 17Q: 3 clusters Score -9733488 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 68651 members 
Entering Unmasked Estep 
Score: -9733553.000000 Penalty: 5530.229980
	Iteration 18Q: 3 clusters Score -9733553 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 68696 members 
Entering Unmasked Estep 
Score: -9733587.000000 Penalty: 5530.229980
	Iteration 19Q: 3 clusters Score -9733587 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 68728 members 
Entering Unmasked Estep 
Score: -9733621.000000 Penalty: 5530.229980
	Iteration 20F: 3 clusters Score -9733621 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -9733642.000000 Penalty: 5530.229980
	Iteration 21Q: 3 clusters Score -9733642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 68759 members 
Entering Unmasked Estep 
Score: -9733669.000000 Penalty: 5530.229980
	Iteration 22Q: 3 clusters Score -9733669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -9733674.000000 Penalty: 5530.229980
	Iteration 23Q: 3 clusters Score -9733674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -9733664.000000 Penalty: 5530.229980
	Iteration 24Q: 3 clusters Score -9733664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -9733677.000000 Penalty: 5530.229980
	Iteration 25Q: 3 clusters Score -9733677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 68783 members 
Entering Unmasked Estep 
Score: -9733685.000000 Penalty: 5530.229980
	Iteration 26Q: 3 clusters Score -9733685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 68787 members 
Entering Unmasked Estep 
Score: -9733686.000000 Penalty: 5530.229980
	Iteration 27Q: 3 clusters Score -9733686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 68790 members 
Entering Unmasked Estep 
Score: -9733686.000000 Penalty: 5530.229980
	Iteration 28Q: 3 clusters Score -9733686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 68793 members 
Entering Unmasked Estep 
Score: -9733686.000000 Penalty: 5530.229980
	Iteration 29Q: 3 clusters Score -9733686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 68794 members 
Entering Unmasked Estep 
Score: -9733687.000000 Penalty: 5530.229980
	Iteration 30Q: 3 clusters Score -9733687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 68794 members 
Entering Unmasked Estep 
Score: -9733687.000000 Penalty: 5530.229980
	Iteration 31F: 3 clusters Score -9733687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (143074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143074 members 
Entering Unmasked Estep 
Score: -19898066.000000 Penalty: 2944.037109
	Iteration 0F: 2 clusters Score -1.989807e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71823 members 
Mstep: Class 2 contains 71251 members 
Entering Unmasked Estep 
Score: -19806002.000000 Penalty: 5888.074219
	Iteration 0F: 3 clusters Score -1.9806e+07 nChanged 68160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74385 members 
Mstep: Class 2 contains 68689 members 
Entering Unmasked Estep 
Score: -19846046.000000 Penalty: 5888.074219
	Iteration 1F: 3 clusters Score -1.984605e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75828 members 
Mstep: Class 2 contains 67246 members 
Entering Unmasked Estep 
Score: -19847570.000000 Penalty: 5888.074219
	Iteration 2Q: 3 clusters Score -1.984757e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77833 members 
Mstep: Class 2 contains 65241 members 
Entering Unmasked Estep 
Score: -19849600.000000 Penalty: 5888.074219
	Iteration 3Q: 3 clusters Score -1.98496e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80568 members 
Mstep: Class 2 contains 62506 members 
Entering Unmasked Estep 
Score: -19852460.000000 Penalty: 5888.074219
	Iteration 4Q: 3 clusters Score -1.985246e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84092 members 
Mstep: Class 2 contains 58982 members 
Entering Unmasked Estep 
Score: -19856506.000000 Penalty: 5888.074219
	Iteration 5Q: 3 clusters Score -1.985651e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88265 members 
Mstep: Class 2 contains 54809 members 
Entering Unmasked Estep 
Score: -19861436.000000 Penalty: 5888.074219
	Iteration 6F: 3 clusters Score -1.986144e+07 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92654 members 
Mstep: Class 2 contains 50420 members 
Entering Unmasked Estep 
Score: -19867118.000000 Penalty: 5888.074219
	Iteration 7F: 3 clusters Score -1.986712e+07 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96768 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -19873032.000000 Penalty: 5888.074219
	Iteration 8F: 3 clusters Score -1.987303e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100113 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
Score: -19878034.000000 Penalty: 5888.074219
	Iteration 9F: 3 clusters Score -1.987803e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102568 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -19881818.000000 Penalty: 5888.074219
	Iteration 10Q: 3 clusters Score -1.988182e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104414 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -19884218.000000 Penalty: 5888.074219
	Iteration 11Q: 3 clusters Score -1.988422e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106033 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -19885490.000000 Penalty: 5888.074219
	Iteration 12Q: 3 clusters Score -1.988549e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107633 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -19886424.000000 Penalty: 5888.074219
	Iteration 13Q: 3 clusters Score -1.988642e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109171 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -19887144.000000 Penalty: 5888.074219
	Iteration 14Q: 3 clusters Score -1.988714e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110651 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -19887842.000000 Penalty: 5888.074219
	Iteration 15Q: 3 clusters Score -1.988784e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112020 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -19888544.000000 Penalty: 5888.074219
	Iteration 16Q: 3 clusters Score -1.988854e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113325 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -19889040.000000 Penalty: 5888.074219
	Iteration 17Q: 3 clusters Score -1.988904e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114628 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -19889510.000000 Penalty: 5888.074219
	Iteration 18Q: 3 clusters Score -1.988951e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115881 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -19889912.000000 Penalty: 5888.074219
	Iteration 19Q: 3 clusters Score -1.988991e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117078 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -19890302.000000 Penalty: 5888.074219
	Iteration 20F: 3 clusters Score -1.98903e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118293 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -19890666.000000 Penalty: 5888.074219
	Iteration 21Q: 3 clusters Score -1.989067e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119528 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -19891028.000000 Penalty: 5888.074219
	Iteration 22Q: 3 clusters Score -1.989103e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120780 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -19891354.000000 Penalty: 5888.074219
	Iteration 23Q: 3 clusters Score -1.989135e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121956 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -19891580.000000 Penalty: 5888.074219
	Iteration 24Q: 3 clusters Score -1.989158e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123142 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -19891892.000000 Penalty: 5888.074219
	Iteration 25Q: 3 clusters Score -1.989189e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124255 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -19892170.000000 Penalty: 5888.074219
	Iteration 26Q: 3 clusters Score -1.989217e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125291 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -19892324.000000 Penalty: 5888.074219
	Iteration 27Q: 3 clusters Score -1.989232e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126294 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -19892530.000000 Penalty: 5888.074219
	Iteration 28Q: 3 clusters Score -1.989253e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127296 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -19892796.000000 Penalty: 5888.074219
	Iteration 29Q: 3 clusters Score -1.98928e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128250 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -19893032.000000 Penalty: 5888.074219
	Iteration 30Q: 3 clusters Score -1.989303e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129122 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -19893184.000000 Penalty: 5888.074219
	Iteration 31Q: 3 clusters Score -1.989318e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130020 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -19893268.000000 Penalty: 5888.074219
	Iteration 32Q: 3 clusters Score -1.989327e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130885 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -19893490.000000 Penalty: 5888.074219
	Iteration 33Q: 3 clusters Score -1.989349e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131735 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -19893660.000000 Penalty: 5888.074219
	Iteration 34Q: 3 clusters Score -1.989366e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132496 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -19893772.000000 Penalty: 5888.074219
	Iteration 35Q: 3 clusters Score -1.989377e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133217 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -19893908.000000 Penalty: 5888.074219
	Iteration 36Q: 3 clusters Score -1.989391e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133921 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -19894080.000000 Penalty: 5888.074219
	Iteration 37Q: 3 clusters Score -1.989408e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134595 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -19894218.000000 Penalty: 5888.074219
	Iteration 38Q: 3 clusters Score -1.989422e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135213 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -19894364.000000 Penalty: 5888.074219
	Iteration 39Q: 3 clusters Score -1.989436e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135771 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -19894472.000000 Penalty: 5888.074219
	Iteration 40F: 3 clusters Score -1.989447e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136286 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -19894564.000000 Penalty: 5888.074219
	Iteration 41Q: 3 clusters Score -1.989456e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136775 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -19894682.000000 Penalty: 5888.074219
	Iteration 42Q: 3 clusters Score -1.989468e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137232 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -19894788.000000 Penalty: 5888.074219
	Iteration 43Q: 3 clusters Score -1.989479e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137634 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -19894900.000000 Penalty: 5888.074219
	Iteration 44Q: 3 clusters Score -1.98949e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138011 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -19894956.000000 Penalty: 5888.074219
	Iteration 45Q: 3 clusters Score -1.989496e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138339 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -19895010.000000 Penalty: 5888.074219
	Iteration 46Q: 3 clusters Score -1.989501e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138639 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -19895080.000000 Penalty: 5888.074219
	Iteration 47Q: 3 clusters Score -1.989508e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138921 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -19895150.000000 Penalty: 5888.074219
	Iteration 48Q: 3 clusters Score -1.989515e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139169 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -19895232.000000 Penalty: 5888.074219
	Iteration 49Q: 3 clusters Score -1.989523e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139384 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -19895284.000000 Penalty: 5888.074219
	Iteration 50Q: 3 clusters Score -1.989528e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139576 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -19895352.000000 Penalty: 5888.074219
	Iteration 51Q: 3 clusters Score -1.989535e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139742 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -19895374.000000 Penalty: 5888.074219
	Iteration 52Q: 3 clusters Score -1.989537e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139896 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -19895410.000000 Penalty: 5888.074219
	Iteration 53Q: 3 clusters Score -1.989541e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140037 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -19895436.000000 Penalty: 5888.074219
	Iteration 54Q: 3 clusters Score -1.989544e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140161 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -19895472.000000 Penalty: 5888.074219
	Iteration 55Q: 3 clusters Score -1.989547e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140280 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -19895478.000000 Penalty: 5888.074219
	Iteration 56Q: 3 clusters Score -1.989548e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140398 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -19895514.000000 Penalty: 5888.074219
	Iteration 57Q: 3 clusters Score -1.989551e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140502 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -19895530.000000 Penalty: 5888.074219
	Iteration 58Q: 3 clusters Score -1.989553e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140594 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -19895528.000000 Penalty: 5888.074219
	Iteration 59Q: 3 clusters Score -1.989553e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140671 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -19895530.000000 Penalty: 5888.074219
	Iteration 60F: 3 clusters Score -1.989553e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140751 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -19895602.000000 Penalty: 5888.074219
	Iteration 61Q: 3 clusters Score -1.98956e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140808 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -19895620.000000 Penalty: 5888.074219
	Iteration 62Q: 3 clusters Score -1.989562e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140864 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -19895620.000000 Penalty: 5888.074219
	Iteration 63Q: 3 clusters Score -1.989562e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140918 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -19895636.000000 Penalty: 5888.074219
	Iteration 64Q: 3 clusters Score -1.989564e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140961 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -19895644.000000 Penalty: 5888.074219
	Iteration 65Q: 3 clusters Score -1.989564e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140998 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -19895672.000000 Penalty: 5888.074219
	Iteration 66Q: 3 clusters Score -1.989567e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141039 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -19895674.000000 Penalty: 5888.074219
	Iteration 67Q: 3 clusters Score -1.989567e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141063 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -19895660.000000 Penalty: 5888.074219
	Iteration 68Q: 3 clusters Score -1.989566e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141078 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -19895652.000000 Penalty: 5888.074219
	Iteration 69Q: 3 clusters Score -1.989565e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141089 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -19895688.000000 Penalty: 5888.074219
	Iteration 70Q: 3 clusters Score -1.989569e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141101 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -19895684.000000 Penalty: 5888.074219
	Iteration 71Q: 3 clusters Score -1.989568e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141123 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -19895698.000000 Penalty: 5888.074219
	Iteration 72Q: 3 clusters Score -1.98957e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141141 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -19895712.000000 Penalty: 5888.074219
	Iteration 73Q: 3 clusters Score -1.989571e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141151 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -19895696.000000 Penalty: 5888.074219
	Iteration 74Q: 3 clusters Score -1.98957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141161 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -19895688.000000 Penalty: 5888.074219
	Iteration 75Q: 3 clusters Score -1.989569e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141166 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -19895692.000000 Penalty: 5888.074219
	Iteration 76Q: 3 clusters Score -1.989569e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141171 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -19895704.000000 Penalty: 5888.074219
	Iteration 77Q: 3 clusters Score -1.98957e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141177 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -19895702.000000 Penalty: 5888.074219
	Iteration 78Q: 3 clusters Score -1.98957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141190 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -19895698.000000 Penalty: 5888.074219
	Iteration 79Q: 3 clusters Score -1.98957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141200 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -19895704.000000 Penalty: 5888.074219
	Iteration 80F: 3 clusters Score -1.98957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141203 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -19895698.000000 Penalty: 5888.074219
	Iteration 81Q: 3 clusters Score -1.98957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141209 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -19895696.000000 Penalty: 5888.074219
	Iteration 82Q: 3 clusters Score -1.98957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141208 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -19895702.000000 Penalty: 5888.074219
	Iteration 83Q: 3 clusters Score -1.98957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141211 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -19895702.000000 Penalty: 5888.074219
	Iteration 84Q: 3 clusters Score -1.98957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141213 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -19895698.000000 Penalty: 5888.074219
	Iteration 85Q: 3 clusters Score -1.98957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141219 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -19895702.000000 Penalty: 5888.074219
	Iteration 86Q: 3 clusters Score -1.98957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141228 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -19895710.000000 Penalty: 5888.074219
	Iteration 87Q: 3 clusters Score -1.989571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141241 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -19895716.000000 Penalty: 5888.074219
	Iteration 88Q: 3 clusters Score -1.989572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141252 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -19895730.000000 Penalty: 5888.074219
	Iteration 89Q: 3 clusters Score -1.989573e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141265 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -19895742.000000 Penalty: 5888.074219
	Iteration 90Q: 3 clusters Score -1.989574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141270 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -19895754.000000 Penalty: 5888.074219
	Iteration 91Q: 3 clusters Score -1.989575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141278 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -19895742.000000 Penalty: 5888.074219
	Iteration 92Q: 3 clusters Score -1.989574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141285 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -19895738.000000 Penalty: 5888.074219
	Iteration 93Q: 3 clusters Score -1.989574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141289 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -19895744.000000 Penalty: 5888.074219
	Iteration 94Q: 3 clusters Score -1.989574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141299 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -19895740.000000 Penalty: 5888.074219
	Iteration 95Q: 3 clusters Score -1.989574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141305 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -19895764.000000 Penalty: 5888.074219
	Iteration 96Q: 3 clusters Score -1.989576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141308 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -19895752.000000 Penalty: 5888.074219
	Iteration 97Q: 3 clusters Score -1.989575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141310 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -19895756.000000 Penalty: 5888.074219
	Iteration 98Q: 3 clusters Score -1.989576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141310 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -19895752.000000 Penalty: 5888.074219
	Iteration 99Q: 3 clusters Score -1.989575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141309 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -19895764.000000 Penalty: 5888.074219
	Iteration 100F: 3 clusters Score -1.989576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141308 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -19895754.000000 Penalty: 5888.074219
	Iteration 101Q: 3 clusters Score -1.989575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141311 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -19895766.000000 Penalty: 5888.074219
	Iteration 102Q: 3 clusters Score -1.989577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141317 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -19895758.000000 Penalty: 5888.074219
	Iteration 103Q: 3 clusters Score -1.989576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141318 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -19895764.000000 Penalty: 5888.074219
	Iteration 104Q: 3 clusters Score -1.989576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141320 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -19895782.000000 Penalty: 5888.074219
	Iteration 105Q: 3 clusters Score -1.989578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141321 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -19895776.000000 Penalty: 5888.074219
	Iteration 106Q: 3 clusters Score -1.989578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141323 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -19895798.000000 Penalty: 5888.074219
	Iteration 107Q: 3 clusters Score -1.98958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141326 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -19895804.000000 Penalty: 5888.074219
	Iteration 108Q: 3 clusters Score -1.98958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141332 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -19895808.000000 Penalty: 5888.074219
	Iteration 109Q: 3 clusters Score -1.989581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141335 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -19895810.000000 Penalty: 5888.074219
	Iteration 110Q: 3 clusters Score -1.989581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141339 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -19895804.000000 Penalty: 5888.074219
	Iteration 111Q: 3 clusters Score -1.98958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141341 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -19895810.000000 Penalty: 5888.074219
	Iteration 112Q: 3 clusters Score -1.989581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141339 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -19895804.000000 Penalty: 5888.074219
	Iteration 113Q: 3 clusters Score -1.98958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141340 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -19895806.000000 Penalty: 5888.074219
	Iteration 114Q: 3 clusters Score -1.989581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141342 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -19895808.000000 Penalty: 5888.074219
	Iteration 115Q: 3 clusters Score -1.989581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141343 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -19895810.000000 Penalty: 5888.074219
	Iteration 116Q: 3 clusters Score -1.989581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141344 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -19895820.000000 Penalty: 5888.074219
	Iteration 117Q: 3 clusters Score -1.989582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141345 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -19895814.000000 Penalty: 5888.074219
	Iteration 118Q: 3 clusters Score -1.989581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141345 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -19895814.000000 Penalty: 5888.074219
	Iteration 119F: 3 clusters Score -1.989581e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Entering Unmasked Estep 
Score: -4118271.750000 Penalty: 2561.052734
	Iteration 0F: 2 clusters Score -4118272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -4097444.250000 Penalty: 5122.105469
	Iteration 0F: 3 clusters Score -4097444 nChanged 13846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -4105355.500000 Penalty: 5122.105469
	Iteration 1F: 3 clusters Score -4105356 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -4106315.500000 Penalty: 5122.105469
	Iteration 2F: 3 clusters Score -4106316 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -4107561.250000 Penalty: 5122.105469
	Iteration 3F: 3 clusters Score -4107561 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -4108896.750000 Penalty: 5122.105469
	Iteration 4F: 3 clusters Score -4108897 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -4110163.750000 Penalty: 5122.105469
	Iteration 5F: 3 clusters Score -4110164 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -4111322.250000 Penalty: 5122.105469
	Iteration 6F: 3 clusters Score -4111322 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -4112346.000000 Penalty: 5122.105469
	Iteration 7F: 3 clusters Score -4112346 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -4113298.250000 Penalty: 5122.105469
	Iteration 8Q: 3 clusters Score -4113298 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -4114112.500000 Penalty: 5122.105469
	Iteration 9Q: 3 clusters Score -4114112 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -4114886.500000 Penalty: 5122.105469
	Iteration 10Q: 3 clusters Score -4114886 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -4115657.000000 Penalty: 5122.105469
	Iteration 11Q: 3 clusters Score -4115657 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -4116326.750000 Penalty: 5122.105469
	Iteration 12Q: 3 clusters Score -4116327 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -4116805.000000 Penalty: 5122.105469
	Iteration 13Q: 3 clusters Score -4116805 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4117113.750000 Penalty: 5122.105469
	Iteration 14Q: 3 clusters Score -4117114 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4117315.500000 Penalty: 5122.105469
	Iteration 15Q: 3 clusters Score -4117316 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4117454.000000 Penalty: 5122.105469
	Iteration 16Q: 3 clusters Score -4117454 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4117550.250000 Penalty: 5122.105469
	Iteration 17Q: 3 clusters Score -4117550 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4117601.750000 Penalty: 5122.105469
	Iteration 18Q: 3 clusters Score -4117602 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4117646.250000 Penalty: 5122.105469
	Iteration 19Q: 3 clusters Score -4117646 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4117667.250000 Penalty: 5122.105469
	Iteration 20F: 3 clusters Score -4117667 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4117683.500000 Penalty: 5122.105469
	Iteration 21Q: 3 clusters Score -4117684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4117693.750000 Penalty: 5122.105469
	Iteration 22Q: 3 clusters Score -4117694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4117699.250000 Penalty: 5122.105469
	Iteration 23Q: 3 clusters Score -4117699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4117710.500000 Penalty: 5122.105469
	Iteration 24Q: 3 clusters Score -4117710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4117703.500000 Penalty: 5122.105469
	Iteration 25Q: 3 clusters Score -4117704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4117717.750000 Penalty: 5122.105469
	Iteration 26Q: 3 clusters Score -4117718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4117721.000000 Penalty: 5122.105469
	Iteration 27Q: 3 clusters Score -4117721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4117722.000000 Penalty: 5122.105469
	Iteration 28Q: 3 clusters Score -4117722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4117722.500000 Penalty: 5122.105469
	Iteration 29Q: 3 clusters Score -4117722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4117729.250000 Penalty: 5122.105469
	Iteration 30Q: 3 clusters Score -4117729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4117724.000000 Penalty: 5122.105469
	Iteration 31Q: 3 clusters Score -4117724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4117734.000000 Penalty: 5122.105469
	Iteration 32Q: 3 clusters Score -4117734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4117737.750000 Penalty: 5122.105469
	Iteration 33Q: 3 clusters Score -4117738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4117741.000000 Penalty: 5122.105469
	Iteration 34Q: 3 clusters Score -4117741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4117734.000000 Penalty: 5122.105469
	Iteration 35Q: 3 clusters Score -4117734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4117730.000000 Penalty: 5122.105469
	Iteration 36Q: 3 clusters Score -4117730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4117739.250000 Penalty: 5122.105469
	Iteration 37Q: 3 clusters Score -4117739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4117738.250000 Penalty: 5122.105469
	Iteration 38Q: 3 clusters Score -4117738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4117748.250000 Penalty: 5122.105469
	Iteration 39Q: 3 clusters Score -4117748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4117748.000000 Penalty: 5122.105469
	Iteration 40F: 3 clusters Score -4117748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4117747.500000 Penalty: 5122.105469
	Iteration 41Q: 3 clusters Score -4117748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4117743.000000 Penalty: 5122.105469
	Iteration 42Q: 3 clusters Score -4117743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4117746.000000 Penalty: 5122.105469
	Iteration 43Q: 3 clusters Score -4117746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4117746.000000 Penalty: 5122.105469
	Iteration 44F: 3 clusters Score -4117746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Entering Unmasked Estep 
Score: -1083574.875000 Penalty: 2224.824707
	Iteration 0F: 2 clusters Score -1083575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1077255.000000 Penalty: 4449.649414
	Iteration 0F: 3 clusters Score -1077255 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1078924.000000 Penalty: 4449.649414
	Iteration 1F: 3 clusters Score -1078924 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1079162.375000 Penalty: 4449.649414
	Iteration 2F: 3 clusters Score -1079162 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1079331.250000 Penalty: 4449.649414
	Iteration 3F: 3 clusters Score -1079331 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1079456.000000 Penalty: 4449.649414
	Iteration 4Q: 3 clusters Score -1079456 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1079575.250000 Penalty: 4449.649414
	Iteration 5Q: 3 clusters Score -1079575 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1079714.250000 Penalty: 4449.649414
	Iteration 6Q: 3 clusters Score -1079714 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1079856.250000 Penalty: 4449.649414
	Iteration 7Q: 3 clusters Score -1079856 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1079996.375000 Penalty: 4449.649414
	Iteration 8Q: 3 clusters Score -1079996 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1080121.625000 Penalty: 4449.649414
	Iteration 9Q: 3 clusters Score -1080122 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1080252.625000 Penalty: 4449.649414
	Iteration 10Q: 3 clusters Score -1080253 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1080391.125000 Penalty: 4449.649414
	Iteration 11Q: 3 clusters Score -1080391 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1080509.500000 Penalty: 4449.649414
	Iteration 12Q: 3 clusters Score -1080510 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1080623.250000 Penalty: 4449.649414
	Iteration 13Q: 3 clusters Score -1080623 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1080730.625000 Penalty: 4449.649414
	Iteration 14Q: 3 clusters Score -1080731 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1080847.375000 Penalty: 4449.649414
	Iteration 15Q: 3 clusters Score -1080847 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1080924.750000 Penalty: 4449.649414
	Iteration 16Q: 3 clusters Score -1080925 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1080998.000000 Penalty: 4449.649414
	Iteration 17Q: 3 clusters Score -1080998 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1081079.625000 Penalty: 4449.649414
	Iteration 18Q: 3 clusters Score -1081080 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1081151.625000 Penalty: 4449.649414
	Iteration 19Q: 3 clusters Score -1081152 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1081212.625000 Penalty: 4449.649414
	Iteration 20F: 3 clusters Score -1081213 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1081275.750000 Penalty: 4449.649414
	Iteration 21Q: 3 clusters Score -1081276 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1081324.625000 Penalty: 4449.649414
	Iteration 22Q: 3 clusters Score -1081325 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1081358.875000 Penalty: 4449.649414
	Iteration 23Q: 3 clusters Score -1081359 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1081388.000000 Penalty: 4449.649414
	Iteration 24Q: 3 clusters Score -1081388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1081415.250000 Penalty: 4449.649414
	Iteration 25Q: 3 clusters Score -1081415 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1081438.375000 Penalty: 4449.649414
	Iteration 26Q: 3 clusters Score -1081438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1081457.125000 Penalty: 4449.649414
	Iteration 27Q: 3 clusters Score -1081457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1081469.250000 Penalty: 4449.649414
	Iteration 28Q: 3 clusters Score -1081469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1081487.750000 Penalty: 4449.649414
	Iteration 29Q: 3 clusters Score -1081488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1081511.750000 Penalty: 4449.649414
	Iteration 30Q: 3 clusters Score -1081512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1081530.500000 Penalty: 4449.649414
	Iteration 31Q: 3 clusters Score -1081530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1081540.875000 Penalty: 4449.649414
	Iteration 32Q: 3 clusters Score -1081541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1081553.750000 Penalty: 4449.649414
	Iteration 33Q: 3 clusters Score -1081554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1081569.125000 Penalty: 4449.649414
	Iteration 34Q: 3 clusters Score -1081569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1081583.875000 Penalty: 4449.649414
	Iteration 35Q: 3 clusters Score -1081584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1081593.750000 Penalty: 4449.649414
	Iteration 36Q: 3 clusters Score -1081594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1081595.625000 Penalty: 4449.649414
	Iteration 37Q: 3 clusters Score -1081596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1081599.375000 Penalty: 4449.649414
	Iteration 38Q: 3 clusters Score -1081599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1081604.625000 Penalty: 4449.649414
	Iteration 39Q: 3 clusters Score -1081605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1081606.000000 Penalty: 4449.649414
	Iteration 40F: 3 clusters Score -1081606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1081606.500000 Penalty: 4449.649414
	Iteration 41Q: 3 clusters Score -1081606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1081607.125000 Penalty: 4449.649414
	Iteration 42Q: 3 clusters Score -1081607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1081607.125000 Penalty: 4449.649414
	Iteration 43F: 3 clusters Score -1081607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -126737.164062 Penalty: 1708.871094
	Iteration 0F: 2 clusters Score -126737.2 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 473 members 
Entering Unmasked Estep 
Score: -124856.039062 Penalty: 3417.742188
	Iteration 0F: 3 clusters Score -124856 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -125150.125000 Penalty: 3417.742188
	Iteration 1F: 3 clusters Score -125150.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -125258.492188 Penalty: 3417.742188
	Iteration 2F: 3 clusters Score -125258.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -125310.695312 Penalty: 3417.742188
	Iteration 3Q: 3 clusters Score -125310.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -125347.812500 Penalty: 3417.742188
	Iteration 4Q: 3 clusters Score -125347.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -125378.539062 Penalty: 3417.742188
	Iteration 5Q: 3 clusters Score -125378.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -125425.796875 Penalty: 3417.742188
	Iteration 6Q: 3 clusters Score -125425.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -125492.734375 Penalty: 3417.742188
	Iteration 7Q: 3 clusters Score -125492.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -125539.093750 Penalty: 3417.742188
	Iteration 8Q: 3 clusters Score -125539.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -125582.867188 Penalty: 3417.742188
	Iteration 9Q: 3 clusters Score -125582.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -125619.546875 Penalty: 3417.742188
	Iteration 10Q: 3 clusters Score -125619.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -125660.054688 Penalty: 3417.742188
	Iteration 11Q: 3 clusters Score -125660.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -125702.820312 Penalty: 3417.742188
	Iteration 12Q: 3 clusters Score -125702.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -125728.859375 Penalty: 3417.742188
	Iteration 13Q: 3 clusters Score -125728.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -125782.687500 Penalty: 3417.742188
	Iteration 14Q: 3 clusters Score -125782.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -125823.750000 Penalty: 3417.742188
	Iteration 15Q: 3 clusters Score -125823.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -125847.656250 Penalty: 3417.742188
	Iteration 16Q: 3 clusters Score -125847.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -125858.250000 Penalty: 3417.742188
	Iteration 17Q: 3 clusters Score -125858.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -125866.695312 Penalty: 3417.742188
	Iteration 18Q: 3 clusters Score -125866.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -125869.867188 Penalty: 3417.742188
	Iteration 19Q: 3 clusters Score -125869.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -125872.164062 Penalty: 3417.742188
	Iteration 20F: 3 clusters Score -125872.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -125872.992188 Penalty: 3417.742188
	Iteration 21Q: 3 clusters Score -125873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -125874.679688 Penalty: 3417.742188
	Iteration 22Q: 3 clusters Score -125874.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -125875.578125 Penalty: 3417.742188
	Iteration 23Q: 3 clusters Score -125875.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -125877.867188 Penalty: 3417.742188
	Iteration 24Q: 3 clusters Score -125877.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -125877.867188 Penalty: 3417.742188
	Iteration 25F: 3 clusters Score -125877.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (163953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163953 members 
Entering Unmasked Estep 
Score: -22758076.000000 Penalty: 2977.819092
	Iteration 0F: 2 clusters Score -2.275808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82123 members 
Mstep: Class 2 contains 81830 members 
Entering Unmasked Estep 
Score: -22653924.000000 Penalty: 5955.638184
	Iteration 0F: 3 clusters Score -2.265392e+07 nChanged 78383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85858 members 
Mstep: Class 2 contains 78095 members 
Entering Unmasked Estep 
Score: -22699692.000000 Penalty: 5955.638184
	Iteration 1F: 3 clusters Score -2.269969e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87544 members 
Mstep: Class 2 contains 76409 members 
Entering Unmasked Estep 
Score: -22701222.000000 Penalty: 5955.638184
	Iteration 2Q: 3 clusters Score -2.270122e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89728 members 
Mstep: Class 2 contains 74225 members 
Entering Unmasked Estep 
Score: -22703106.000000 Penalty: 5955.638184
	Iteration 3Q: 3 clusters Score -2.270311e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92663 members 
Mstep: Class 2 contains 71290 members 
Entering Unmasked Estep 
Score: -22706446.000000 Penalty: 5955.638184
	Iteration 4Q: 3 clusters Score -2.270645e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96276 members 
Mstep: Class 2 contains 67677 members 
Entering Unmasked Estep 
Score: -22710724.000000 Penalty: 5955.638184
	Iteration 5Q: 3 clusters Score -2.271072e+07 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100455 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -22716632.000000 Penalty: 5955.638184
	Iteration 6F: 3 clusters Score -2.271663e+07 nChanged 9744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104571 members 
Mstep: Class 2 contains 59382 members 
Entering Unmasked Estep 
Score: -22723688.000000 Penalty: 5955.638184
	Iteration 7F: 3 clusters Score -2.272369e+07 nChanged 10287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107820 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -22730914.000000 Penalty: 5955.638184
	Iteration 8F: 3 clusters Score -2.273091e+07 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109971 members 
Mstep: Class 2 contains 53982 members 
Entering Unmasked Estep 
Score: -22735918.000000 Penalty: 5955.638184
	Iteration 9F: 3 clusters Score -2.273592e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111399 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
Score: -22738716.000000 Penalty: 5955.638184
	Iteration 10Q: 3 clusters Score -2.273872e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112587 members 
Mstep: Class 2 contains 51366 members 
Entering Unmasked Estep 
Score: -22740114.000000 Penalty: 5955.638184
	Iteration 11Q: 3 clusters Score -2.274011e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113615 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -22740792.000000 Penalty: 5955.638184
	Iteration 12Q: 3 clusters Score -2.274079e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114535 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -22741318.000000 Penalty: 5955.638184
	Iteration 13Q: 3 clusters Score -2.274132e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115335 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -22741556.000000 Penalty: 5955.638184
	Iteration 14Q: 3 clusters Score -2.274156e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116060 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -22741914.000000 Penalty: 5955.638184
	Iteration 15Q: 3 clusters Score -2.274191e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116815 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -22742298.000000 Penalty: 5955.638184
	Iteration 16Q: 3 clusters Score -2.27423e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117512 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -22742586.000000 Penalty: 5955.638184
	Iteration 17Q: 3 clusters Score -2.274259e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118156 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -22742892.000000 Penalty: 5955.638184
	Iteration 18Q: 3 clusters Score -2.274289e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118784 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -22743184.000000 Penalty: 5955.638184
	Iteration 19Q: 3 clusters Score -2.274318e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119345 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -22743418.000000 Penalty: 5955.638184
	Iteration 20F: 3 clusters Score -2.274342e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119957 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -22743710.000000 Penalty: 5955.638184
	Iteration 21Q: 3 clusters Score -2.274371e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120595 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -22744014.000000 Penalty: 5955.638184
	Iteration 22Q: 3 clusters Score -2.274401e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121242 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -22744230.000000 Penalty: 5955.638184
	Iteration 23Q: 3 clusters Score -2.274423e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121885 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -22744454.000000 Penalty: 5955.638184
	Iteration 24Q: 3 clusters Score -2.274445e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122554 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -22744646.000000 Penalty: 5955.638184
	Iteration 25Q: 3 clusters Score -2.274465e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123232 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -22744820.000000 Penalty: 5955.638184
	Iteration 26Q: 3 clusters Score -2.274482e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123909 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -22745022.000000 Penalty: 5955.638184
	Iteration 27Q: 3 clusters Score -2.274502e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124589 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -22745196.000000 Penalty: 5955.638184
	Iteration 28Q: 3 clusters Score -2.27452e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125346 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -22745396.000000 Penalty: 5955.638184
	Iteration 29Q: 3 clusters Score -2.27454e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126144 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -22745572.000000 Penalty: 5955.638184
	Iteration 30Q: 3 clusters Score -2.274557e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126910 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -22745734.000000 Penalty: 5955.638184
	Iteration 31Q: 3 clusters Score -2.274573e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127736 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -22745952.000000 Penalty: 5955.638184
	Iteration 32Q: 3 clusters Score -2.274595e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128596 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -22746118.000000 Penalty: 5955.638184
	Iteration 33Q: 3 clusters Score -2.274612e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129444 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -22746288.000000 Penalty: 5955.638184
	Iteration 34Q: 3 clusters Score -2.274629e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130325 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -22746472.000000 Penalty: 5955.638184
	Iteration 35Q: 3 clusters Score -2.274647e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131250 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -22746528.000000 Penalty: 5955.638184
	Iteration 36Q: 3 clusters Score -2.274653e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132138 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -22746688.000000 Penalty: 5955.638184
	Iteration 37Q: 3 clusters Score -2.274669e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133072 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -22746868.000000 Penalty: 5955.638184
	Iteration 38Q: 3 clusters Score -2.274687e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134046 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -22747006.000000 Penalty: 5955.638184
	Iteration 39Q: 3 clusters Score -2.274701e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134987 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -22747184.000000 Penalty: 5955.638184
	Iteration 40F: 3 clusters Score -2.274718e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135964 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -22747268.000000 Penalty: 5955.638184
	Iteration 41Q: 3 clusters Score -2.274727e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136950 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -22747470.000000 Penalty: 5955.638184
	Iteration 42Q: 3 clusters Score -2.274747e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137930 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -22747678.000000 Penalty: 5955.638184
	Iteration 43Q: 3 clusters Score -2.274768e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138908 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -22747940.000000 Penalty: 5955.638184
	Iteration 44Q: 3 clusters Score -2.274794e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139942 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -22748260.000000 Penalty: 5955.638184
	Iteration 45Q: 3 clusters Score -2.274826e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140991 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -22748526.000000 Penalty: 5955.638184
	Iteration 46Q: 3 clusters Score -2.274853e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142054 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -22748802.000000 Penalty: 5955.638184
	Iteration 47Q: 3 clusters Score -2.27488e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143112 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -22749176.000000 Penalty: 5955.638184
	Iteration 48Q: 3 clusters Score -2.274918e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144200 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -22749588.000000 Penalty: 5955.638184
	Iteration 49Q: 3 clusters Score -2.274959e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145243 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -22749888.000000 Penalty: 5955.638184
	Iteration 50Q: 3 clusters Score -2.274989e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146241 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -22750172.000000 Penalty: 5955.638184
	Iteration 51Q: 3 clusters Score -2.275017e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147238 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -22750516.000000 Penalty: 5955.638184
	Iteration 52Q: 3 clusters Score -2.275052e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148229 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -22750862.000000 Penalty: 5955.638184
	Iteration 53Q: 3 clusters Score -2.275086e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149173 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -22751140.000000 Penalty: 5955.638184
	Iteration 54Q: 3 clusters Score -2.275114e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150106 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -22751460.000000 Penalty: 5955.638184
	Iteration 55Q: 3 clusters Score -2.275146e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150997 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -22751664.000000 Penalty: 5955.638184
	Iteration 56Q: 3 clusters Score -2.275166e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151872 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -22751934.000000 Penalty: 5955.638184
	Iteration 57Q: 3 clusters Score -2.275193e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152689 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -22752264.000000 Penalty: 5955.638184
	Iteration 58Q: 3 clusters Score -2.275226e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153423 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -22752516.000000 Penalty: 5955.638184
	Iteration 59Q: 3 clusters Score -2.275252e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154124 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -22752752.000000 Penalty: 5955.638184
	Iteration 60F: 3 clusters Score -2.275275e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154752 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -22752910.000000 Penalty: 5955.638184
	Iteration 61Q: 3 clusters Score -2.275291e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155349 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -22753100.000000 Penalty: 5955.638184
	Iteration 62Q: 3 clusters Score -2.27531e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155905 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -22753358.000000 Penalty: 5955.638184
	Iteration 63Q: 3 clusters Score -2.275336e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156402 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -22753486.000000 Penalty: 5955.638184
	Iteration 64Q: 3 clusters Score -2.275349e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156846 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -22753688.000000 Penalty: 5955.638184
	Iteration 65Q: 3 clusters Score -2.275369e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157240 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -22753816.000000 Penalty: 5955.638184
	Iteration 66Q: 3 clusters Score -2.275382e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157610 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -22753940.000000 Penalty: 5955.638184
	Iteration 67Q: 3 clusters Score -2.275394e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157954 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -22754082.000000 Penalty: 5955.638184
	Iteration 68Q: 3 clusters Score -2.275408e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158289 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -22754246.000000 Penalty: 5955.638184
	Iteration 69Q: 3 clusters Score -2.275425e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158603 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -22754336.000000 Penalty: 5955.638184
	Iteration 70Q: 3 clusters Score -2.275434e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158880 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -22754470.000000 Penalty: 5955.638184
	Iteration 71Q: 3 clusters Score -2.275447e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159127 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -22754582.000000 Penalty: 5955.638184
	Iteration 72Q: 3 clusters Score -2.275458e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159347 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -22754666.000000 Penalty: 5955.638184
	Iteration 73Q: 3 clusters Score -2.275467e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159559 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -22754758.000000 Penalty: 5955.638184
	Iteration 74Q: 3 clusters Score -2.275476e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159746 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -22754872.000000 Penalty: 5955.638184
	Iteration 75Q: 3 clusters Score -2.275487e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159912 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -22754944.000000 Penalty: 5955.638184
	Iteration 76Q: 3 clusters Score -2.275494e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160045 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -22754996.000000 Penalty: 5955.638184
	Iteration 77Q: 3 clusters Score -2.2755e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160172 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -22755078.000000 Penalty: 5955.638184
	Iteration 78Q: 3 clusters Score -2.275508e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160261 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -22755098.000000 Penalty: 5955.638184
	Iteration 79Q: 3 clusters Score -2.27551e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160335 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -22755162.000000 Penalty: 5955.638184
	Iteration 80F: 3 clusters Score -2.275516e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160404 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -22755106.000000 Penalty: 5955.638184
	Iteration 81Q: 3 clusters Score -2.275511e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160460 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -22755140.000000 Penalty: 5955.638184
	Iteration 82Q: 3 clusters Score -2.275514e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160525 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -22755136.000000 Penalty: 5955.638184
	Iteration 83Q: 3 clusters Score -2.275514e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160578 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -22755176.000000 Penalty: 5955.638184
	Iteration 84Q: 3 clusters Score -2.275518e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160638 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -22755202.000000 Penalty: 5955.638184
	Iteration 85Q: 3 clusters Score -2.27552e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160693 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -22755230.000000 Penalty: 5955.638184
	Iteration 86Q: 3 clusters Score -2.275523e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160722 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -22755272.000000 Penalty: 5955.638184
	Iteration 87Q: 3 clusters Score -2.275527e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160750 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -22755264.000000 Penalty: 5955.638184
	Iteration 88Q: 3 clusters Score -2.275526e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160780 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -22755274.000000 Penalty: 5955.638184
	Iteration 89Q: 3 clusters Score -2.275527e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160812 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -22755284.000000 Penalty: 5955.638184
	Iteration 90Q: 3 clusters Score -2.275528e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160845 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -22755284.000000 Penalty: 5955.638184
	Iteration 91Q: 3 clusters Score -2.275528e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160881 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -22755316.000000 Penalty: 5955.638184
	Iteration 92Q: 3 clusters Score -2.275532e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160917 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -22755320.000000 Penalty: 5955.638184
	Iteration 93Q: 3 clusters Score -2.275532e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160947 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -22755320.000000 Penalty: 5955.638184
	Iteration 94Q: 3 clusters Score -2.275532e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160973 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -22755346.000000 Penalty: 5955.638184
	Iteration 95Q: 3 clusters Score -2.275535e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160996 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -22755324.000000 Penalty: 5955.638184
	Iteration 96Q: 3 clusters Score -2.275532e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161014 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -22755334.000000 Penalty: 5955.638184
	Iteration 97Q: 3 clusters Score -2.275533e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161040 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -22755340.000000 Penalty: 5955.638184
	Iteration 98Q: 3 clusters Score -2.275534e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161059 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -22755340.000000 Penalty: 5955.638184
	Iteration 99Q: 3 clusters Score -2.275534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161070 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -22755378.000000 Penalty: 5955.638184
	Iteration 100F: 3 clusters Score -2.275538e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161086 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -22755386.000000 Penalty: 5955.638184
	Iteration 101Q: 3 clusters Score -2.275539e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161096 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -22755380.000000 Penalty: 5955.638184
	Iteration 102Q: 3 clusters Score -2.275538e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161110 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -22755396.000000 Penalty: 5955.638184
	Iteration 103Q: 3 clusters Score -2.27554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161119 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -22755402.000000 Penalty: 5955.638184
	Iteration 104Q: 3 clusters Score -2.27554e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161131 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -22755396.000000 Penalty: 5955.638184
	Iteration 105Q: 3 clusters Score -2.27554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161135 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -22755406.000000 Penalty: 5955.638184
	Iteration 106Q: 3 clusters Score -2.275541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161138 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -22755408.000000 Penalty: 5955.638184
	Iteration 107Q: 3 clusters Score -2.275541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161143 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -22755404.000000 Penalty: 5955.638184
	Iteration 108Q: 3 clusters Score -2.27554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161145 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -22755408.000000 Penalty: 5955.638184
	Iteration 109Q: 3 clusters Score -2.275541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161150 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -22755420.000000 Penalty: 5955.638184
	Iteration 110Q: 3 clusters Score -2.275542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161155 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -22755414.000000 Penalty: 5955.638184
	Iteration 111Q: 3 clusters Score -2.275541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161157 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -22755434.000000 Penalty: 5955.638184
	Iteration 112Q: 3 clusters Score -2.275543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161162 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -22755444.000000 Penalty: 5955.638184
	Iteration 113Q: 3 clusters Score -2.275544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161165 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -22755448.000000 Penalty: 5955.638184
	Iteration 114Q: 3 clusters Score -2.275545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161170 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -22755440.000000 Penalty: 5955.638184
	Iteration 115Q: 3 clusters Score -2.275544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161179 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -22755470.000000 Penalty: 5955.638184
	Iteration 116Q: 3 clusters Score -2.275547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161185 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -22755464.000000 Penalty: 5955.638184
	Iteration 117Q: 3 clusters Score -2.275546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161189 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -22755458.000000 Penalty: 5955.638184
	Iteration 118Q: 3 clusters Score -2.275546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161194 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -22755460.000000 Penalty: 5955.638184
	Iteration 119Q: 3 clusters Score -2.275546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161196 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -22755464.000000 Penalty: 5955.638184
	Iteration 120F: 3 clusters Score -2.275546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161200 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -22755458.000000 Penalty: 5955.638184
	Iteration 121Q: 3 clusters Score -2.275546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161204 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -22755478.000000 Penalty: 5955.638184
	Iteration 122Q: 3 clusters Score -2.275548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161206 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -22755466.000000 Penalty: 5955.638184
	Iteration 123Q: 3 clusters Score -2.275547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161209 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -22755460.000000 Penalty: 5955.638184
	Iteration 124Q: 3 clusters Score -2.275546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161211 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -22755452.000000 Penalty: 5955.638184
	Iteration 125Q: 3 clusters Score -2.275545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161210 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -22755452.000000 Penalty: 5955.638184
	Iteration 126Q: 3 clusters Score -2.275545e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161210 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -22755452.000000 Penalty: 5955.638184
	Iteration 127F: 3 clusters Score -2.275545e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -65575.898438 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -65575.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -64047.023438 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -64047.02 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -64228.300781 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -64228.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -64298.812500 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -64298.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64361.652344 Penalty: 3111.347168
	Iteration 3Q: 3 clusters Score -64361.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64409.925781 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -64409.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -64449.386719 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -64449.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -64463.101562 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -64463.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64479.558594 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -64479.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -64494.871094 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -64494.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64501.492188 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -64501.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64504.609375 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -64504.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -64512.597656 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -64512.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -64535.218750 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -64535.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -64571.910156 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -64571.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -64613.121094 Penalty: 3111.347168
	Iteration 14Q: 3 clusters Score -64613.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -64636.355469 Penalty: 3111.347168
	Iteration 15Q: 3 clusters Score -64636.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -64673.617188 Penalty: 3111.347168
	Iteration 16Q: 3 clusters Score -64673.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -64694.285156 Penalty: 3111.347168
	Iteration 17Q: 3 clusters Score -64694.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64715.089844 Penalty: 3111.347168
	Iteration 18Q: 3 clusters Score -64715.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -64735.742188 Penalty: 3111.347168
	Iteration 19Q: 3 clusters Score -64735.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -64756.730469 Penalty: 3111.347168
	Iteration 20F: 3 clusters Score -64756.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64785.335938 Penalty: 3111.347168
	Iteration 21Q: 3 clusters Score -64785.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -64840.191406 Penalty: 3111.347168
	Iteration 22Q: 3 clusters Score -64840.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -64904.042969 Penalty: 3111.347168
	Iteration 23Q: 3 clusters Score -64904.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -65006.894531 Penalty: 3111.347168
	Iteration 24Q: 3 clusters Score -65006.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -65117.085938 Penalty: 3111.347168
	Iteration 25Q: 3 clusters Score -65117.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -65166.156250 Penalty: 3111.347168
	Iteration 26Q: 3 clusters Score -65166.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -65248.113281 Penalty: 3111.347168
	Iteration 27Q: 3 clusters Score -65248.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -65312.886719 Penalty: 3111.347168
	Iteration 28Q: 3 clusters Score -65312.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -65357.328125 Penalty: 3111.347168
	Iteration 29Q: 3 clusters Score -65357.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -65407.066406 Penalty: 3111.347168
	Iteration 30Q: 3 clusters Score -65407.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -65533.070312 Penalty: 3111.347168
	Iteration 31Q: 3 clusters Score -65533.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -65663.023438 Penalty: 3111.347168
	Iteration 32Q: 3 clusters Score -65663.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -65667.289062 Penalty: 3111.347168
	Iteration 33Q: 3 clusters Score -65667.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -65677.210938 Penalty: 3111.347168
	Iteration 34Q: 3 clusters Score -65677.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -65680.179688 Penalty: 3111.347168
	Iteration 35Q: 3 clusters Score -65680.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -65682.632812 Penalty: 3111.347168
	Iteration 36Q: 3 clusters Score -65682.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -65685.640625 Penalty: 3111.347168
	Iteration 37Q: 3 clusters Score -65685.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -65687.523438 Penalty: 3111.347168
	Iteration 38F: 3 clusters Score -65687.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -65725.835938 Penalty: 3111.347168
	Iteration 39Q: 3 clusters Score -65725.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -65733.789062 Penalty: 3111.347168
	Iteration 40F: 3 clusters Score -65733.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -65735.492188 Penalty: 3111.347168
	Iteration 41Q: 3 clusters Score -65735.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -65735.492188 Penalty: 3111.347168
	Iteration 42F: 3 clusters Score -65735.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 152337 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54177 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49627 members 
Mstep: Class 7 contains 11066 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42054 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36064 members 
Mstep: Class 12 contains 51612 members 
Mstep: Class 13 contains 366 members 
Mstep: Class 14 contains 84512 members 
Mstep: Class 15 contains 38291 members 
Mstep: Class 16 contains 69540 members 
Mstep: Class 17 contains 143074 members 
Mstep: Class 18 contains 30541 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163953 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18137 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
Score: -142943120.000000 Penalty: 103175.226562
Splitting cluster 22 changes total score from -142944784.000000 to -142943120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (2709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Entering Unmasked Estep 
Score: -357350.125000 Penalty: 1960.275146
	Iteration 0F: 2 clusters Score -357350.1 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 1365 members 
Entering Unmasked Estep 
Score: -354298.187500 Penalty: 3920.550293
	Iteration 0F: 3 clusters Score -354298.2 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -354925.218750 Penalty: 3920.550293
	Iteration 1F: 3 clusters Score -354925.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -355130.250000 Penalty: 3920.550293
	Iteration 2F: 3 clusters Score -355130.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -355231.031250 Penalty: 3920.550293
	Iteration 3F: 3 clusters Score -355231 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -355290.468750 Penalty: 3920.550293
	Iteration 4Q: 3 clusters Score -355290.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -355338.593750 Penalty: 3920.550293
	Iteration 5Q: 3 clusters Score -355338.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -355380.187500 Penalty: 3920.550293
	Iteration 6Q: 3 clusters Score -355380.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -355403.562500 Penalty: 3920.550293
	Iteration 7Q: 3 clusters Score -355403.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -355423.156250 Penalty: 3920.550293
	Iteration 8Q: 3 clusters Score -355423.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -355445.625000 Penalty: 3920.550293
	Iteration 9Q: 3 clusters Score -355445.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -355463.000000 Penalty: 3920.550293
	Iteration 10Q: 3 clusters Score -355463 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -355484.875000 Penalty: 3920.550293
	Iteration 11Q: 3 clusters Score -355484.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -355508.718750 Penalty: 3920.550293
	Iteration 12Q: 3 clusters Score -355508.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -355525.875000 Penalty: 3920.550293
	Iteration 13Q: 3 clusters Score -355525.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -355540.062500 Penalty: 3920.550293
	Iteration 14Q: 3 clusters Score -355540.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -355550.593750 Penalty: 3920.550293
	Iteration 15Q: 3 clusters Score -355550.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -355565.031250 Penalty: 3920.550293
	Iteration 16Q: 3 clusters Score -355565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -355585.812500 Penalty: 3920.550293
	Iteration 17Q: 3 clusters Score -355585.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -355606.343750 Penalty: 3920.550293
	Iteration 18Q: 3 clusters Score -355606.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -355631.375000 Penalty: 3920.550293
	Iteration 19Q: 3 clusters Score -355631.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -355667.750000 Penalty: 3920.550293
	Iteration 20F: 3 clusters Score -355667.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -355707.937500 Penalty: 3920.550293
	Iteration 21Q: 3 clusters Score -355707.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -355751.000000 Penalty: 3920.550293
	Iteration 22Q: 3 clusters Score -355751 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -355791.218750 Penalty: 3920.550293
	Iteration 23Q: 3 clusters Score -355791.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -355833.968750 Penalty: 3920.550293
	Iteration 24Q: 3 clusters Score -355834 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -355874.781250 Penalty: 3920.550293
	Iteration 25Q: 3 clusters Score -355874.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -355914.468750 Penalty: 3920.550293
	Iteration 26Q: 3 clusters Score -355914.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -355962.437500 Penalty: 3920.550293
	Iteration 27Q: 3 clusters Score -355962.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -355994.281250 Penalty: 3920.550293
	Iteration 28Q: 3 clusters Score -355994.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -356024.562500 Penalty: 3920.550293
	Iteration 29Q: 3 clusters Score -356024.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -356056.687500 Penalty: 3920.550293
	Iteration 30Q: 3 clusters Score -356056.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -356087.218750 Penalty: 3920.550293
	Iteration 31Q: 3 clusters Score -356087.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -356109.593750 Penalty: 3920.550293
	Iteration 32Q: 3 clusters Score -356109.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -356127.125000 Penalty: 3920.550293
	Iteration 33Q: 3 clusters Score -356127.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -356138.500000 Penalty: 3920.550293
	Iteration 34Q: 3 clusters Score -356138.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -356150.250000 Penalty: 3920.550293
	Iteration 35Q: 3 clusters Score -356150.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -356163.156250 Penalty: 3920.550293
	Iteration 36Q: 3 clusters Score -356163.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -356177.250000 Penalty: 3920.550293
	Iteration 37Q: 3 clusters Score -356177.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -356185.437500 Penalty: 3920.550293
	Iteration 38Q: 3 clusters Score -356185.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -356188.406250 Penalty: 3920.550293
	Iteration 39Q: 3 clusters Score -356188.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -356198.656250 Penalty: 3920.550293
	Iteration 40F: 3 clusters Score -356198.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -356205.968750 Penalty: 3920.550293
	Iteration 41Q: 3 clusters Score -356206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -356211.031250 Penalty: 3920.550293
	Iteration 42Q: 3 clusters Score -356211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -356211.593750 Penalty: 3920.550293
	Iteration 43Q: 3 clusters Score -356211.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -356213.187500 Penalty: 3920.550293
	Iteration 44Q: 3 clusters Score -356213.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -356213.437500 Penalty: 3920.550293
	Iteration 45Q: 3 clusters Score -356213.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -356214.000000 Penalty: 3920.550293
	Iteration 46Q: 3 clusters Score -356214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -356214.906250 Penalty: 3920.550293
	Iteration 47Q: 3 clusters Score -356214.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -356217.218750 Penalty: 3920.550293
	Iteration 48Q: 3 clusters Score -356217.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -356218.125000 Penalty: 3920.550293
	Iteration 49Q: 3 clusters Score -356218.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -356218.125000 Penalty: 3920.550293
	Iteration 50F: 3 clusters Score -356218.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Entering Unmasked Estep 
Score: -2479719.000000 Penalty: 2431.815918
	Iteration 0F: 2 clusters Score -2479719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2466836.250000 Penalty: 4863.631836
	Iteration 0F: 3 clusters Score -2466836 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2471078.750000 Penalty: 4863.631836
	Iteration 1F: 3 clusters Score -2471079 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2471547.500000 Penalty: 4863.631836
	Iteration 2F: 3 clusters Score -2471548 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2472005.250000 Penalty: 4863.631836
	Iteration 3F: 3 clusters Score -2472005 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2472479.750000 Penalty: 4863.631836
	Iteration 4Q: 3 clusters Score -2472480 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2473068.500000 Penalty: 4863.631836
	Iteration 5F: 3 clusters Score -2473068 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2473838.250000 Penalty: 4863.631836
	Iteration 6F: 3 clusters Score -2473838 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2474683.000000 Penalty: 4863.631836
	Iteration 7F: 3 clusters Score -2474683 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2475591.750000 Penalty: 4863.631836
	Iteration 8F: 3 clusters Score -2475592 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2476457.500000 Penalty: 4863.631836
	Iteration 9F: 3 clusters Score -2476458 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2477195.750000 Penalty: 4863.631836
	Iteration 10Q: 3 clusters Score -2477196 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2477629.000000 Penalty: 4863.631836
	Iteration 11Q: 3 clusters Score -2477629 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2477839.000000 Penalty: 4863.631836
	Iteration 12Q: 3 clusters Score -2477839 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2477961.750000 Penalty: 4863.631836
	Iteration 13Q: 3 clusters Score -2477962 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2478021.500000 Penalty: 4863.631836
	Iteration 14Q: 3 clusters Score -2478022 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2478063.250000 Penalty: 4863.631836
	Iteration 15Q: 3 clusters Score -2478063 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2478083.000000 Penalty: 4863.631836
	Iteration 16Q: 3 clusters Score -2478083 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2478113.000000 Penalty: 4863.631836
	Iteration 17Q: 3 clusters Score -2478113 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2478126.250000 Penalty: 4863.631836
	Iteration 18Q: 3 clusters Score -2478126 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2478138.000000 Penalty: 4863.631836
	Iteration 19Q: 3 clusters Score -2478138 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2478146.750000 Penalty: 4863.631836
	Iteration 20F: 3 clusters Score -2478147 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2478156.750000 Penalty: 4863.631836
	Iteration 21Q: 3 clusters Score -2478157 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2478167.500000 Penalty: 4863.631836
	Iteration 22Q: 3 clusters Score -2478168 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2478174.750000 Penalty: 4863.631836
	Iteration 23Q: 3 clusters Score -2478175 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2478184.750000 Penalty: 4863.631836
	Iteration 24Q: 3 clusters Score -2478185 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2478188.500000 Penalty: 4863.631836
	Iteration 25Q: 3 clusters Score -2478188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2478190.250000 Penalty: 4863.631836
	Iteration 26Q: 3 clusters Score -2478190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2478191.500000 Penalty: 4863.631836
	Iteration 27Q: 3 clusters Score -2478192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2478192.750000 Penalty: 4863.631836
	Iteration 28Q: 3 clusters Score -2478193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2478203.750000 Penalty: 4863.631836
	Iteration 29Q: 3 clusters Score -2478204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2478212.750000 Penalty: 4863.631836
	Iteration 30Q: 3 clusters Score -2478213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2478215.250000 Penalty: 4863.631836
	Iteration 31Q: 3 clusters Score -2478215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2478217.500000 Penalty: 4863.631836
	Iteration 32Q: 3 clusters Score -2478218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2478222.750000 Penalty: 4863.631836
	Iteration 33Q: 3 clusters Score -2478223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2478226.000000 Penalty: 4863.631836
	Iteration 34Q: 3 clusters Score -2478226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2478228.500000 Penalty: 4863.631836
	Iteration 35Q: 3 clusters Score -2478228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2478237.750000 Penalty: 4863.631836
	Iteration 36Q: 3 clusters Score -2478238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2478241.250000 Penalty: 4863.631836
	Iteration 37Q: 3 clusters Score -2478241 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2478250.750000 Penalty: 4863.631836
	Iteration 38Q: 3 clusters Score -2478251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2478251.750000 Penalty: 4863.631836
	Iteration 39Q: 3 clusters Score -2478252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2478253.750000 Penalty: 4863.631836
	Iteration 40F: 3 clusters Score -2478254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2478261.000000 Penalty: 4863.631836
	Iteration 41Q: 3 clusters Score -2478261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2478259.500000 Penalty: 4863.631836
	Iteration 42Q: 3 clusters Score -2478260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2478266.500000 Penalty: 4863.631836
	Iteration 43Q: 3 clusters Score -2478266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2478274.500000 Penalty: 4863.631836
	Iteration 44Q: 3 clusters Score -2478274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2478272.750000 Penalty: 4863.631836
	Iteration 45Q: 3 clusters Score -2478273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2478274.000000 Penalty: 4863.631836
	Iteration 46Q: 3 clusters Score -2478274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2478275.500000 Penalty: 4863.631836
	Iteration 47Q: 3 clusters Score -2478276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2478274.000000 Penalty: 4863.631836
	Iteration 48Q: 3 clusters Score -2478274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2478277.500000 Penalty: 4863.631836
	Iteration 49Q: 3 clusters Score -2478278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2478281.750000 Penalty: 4863.631836
	Iteration 50Q: 3 clusters Score -2478282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2478286.500000 Penalty: 4863.631836
	Iteration 51Q: 3 clusters Score -2478286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2478288.750000 Penalty: 4863.631836
	Iteration 52Q: 3 clusters Score -2478289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2478292.000000 Penalty: 4863.631836
	Iteration 53Q: 3 clusters Score -2478292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2478296.500000 Penalty: 4863.631836
	Iteration 54Q: 3 clusters Score -2478296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2478297.250000 Penalty: 4863.631836
	Iteration 55Q: 3 clusters Score -2478297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2478296.750000 Penalty: 4863.631836
	Iteration 56Q: 3 clusters Score -2478297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2478299.750000 Penalty: 4863.631836
	Iteration 57Q: 3 clusters Score -2478300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2478302.500000 Penalty: 4863.631836
	Iteration 58Q: 3 clusters Score -2478302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2478303.750000 Penalty: 4863.631836
	Iteration 59Q: 3 clusters Score -2478304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2478303.500000 Penalty: 4863.631836
	Iteration 60F: 3 clusters Score -2478304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2478305.500000 Penalty: 4863.631836
	Iteration 61Q: 3 clusters Score -2478306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2478302.750000 Penalty: 4863.631836
	Iteration 62Q: 3 clusters Score -2478303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2478309.250000 Penalty: 4863.631836
	Iteration 63Q: 3 clusters Score -2478309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2478312.250000 Penalty: 4863.631836
	Iteration 64Q: 3 clusters Score -2478312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2478317.250000 Penalty: 4863.631836
	Iteration 65Q: 3 clusters Score -2478317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2478321.750000 Penalty: 4863.631836
	Iteration 66Q: 3 clusters Score -2478322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2478319.000000 Penalty: 4863.631836
	Iteration 67Q: 3 clusters Score -2478319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2478320.750000 Penalty: 4863.631836
	Iteration 68Q: 3 clusters Score -2478321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2478319.250000 Penalty: 4863.631836
	Iteration 69Q: 3 clusters Score -2478319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2478322.500000 Penalty: 4863.631836
	Iteration 70Q: 3 clusters Score -2478322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2478319.500000 Penalty: 4863.631836
	Iteration 71Q: 3 clusters Score -2478320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2478323.000000 Penalty: 4863.631836
	Iteration 72Q: 3 clusters Score -2478323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2478321.500000 Penalty: 4863.631836
	Iteration 73Q: 3 clusters Score -2478322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2478322.000000 Penalty: 4863.631836
	Iteration 74Q: 3 clusters Score -2478322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2478322.000000 Penalty: 4863.631836
	Iteration 75F: 3 clusters Score -2478322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Entering Unmasked Estep 
Score: -875715.125000 Penalty: 2180.137695
	Iteration 0F: 2 clusters Score -875715.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -870205.375000 Penalty: 4360.275391
	Iteration 0F: 3 clusters Score -870205.4 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -871739.500000 Penalty: 4360.275391
	Iteration 1F: 3 clusters Score -871739.5 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -872119.937500 Penalty: 4360.275391
	Iteration 2F: 3 clusters Score -872119.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -872528.437500 Penalty: 4360.275391
	Iteration 3F: 3 clusters Score -872528.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -873047.625000 Penalty: 4360.275391
	Iteration 4F: 3 clusters Score -873047.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -873611.937500 Penalty: 4360.275391
	Iteration 5F: 3 clusters Score -873611.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -874181.500000 Penalty: 4360.275391
	Iteration 6F: 3 clusters Score -874181.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -874709.125000 Penalty: 4360.275391
	Iteration 7F: 3 clusters Score -874709.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -875066.625000 Penalty: 4360.275391
	Iteration 8Q: 3 clusters Score -875066.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -875293.500000 Penalty: 4360.275391
	Iteration 9Q: 3 clusters Score -875293.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -875430.750000 Penalty: 4360.275391
	Iteration 10Q: 3 clusters Score -875430.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -875522.437500 Penalty: 4360.275391
	Iteration 11Q: 3 clusters Score -875522.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -875590.562500 Penalty: 4360.275391
	Iteration 12Q: 3 clusters Score -875590.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -875629.750000 Penalty: 4360.275391
	Iteration 13Q: 3 clusters Score -875629.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -875656.312500 Penalty: 4360.275391
	Iteration 14Q: 3 clusters Score -875656.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -875668.437500 Penalty: 4360.275391
	Iteration 15Q: 3 clusters Score -875668.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -875677.000000 Penalty: 4360.275391
	Iteration 16Q: 3 clusters Score -875677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -875685.125000 Penalty: 4360.275391
	Iteration 17Q: 3 clusters Score -875685.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -875697.375000 Penalty: 4360.275391
	Iteration 18Q: 3 clusters Score -875697.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -875705.250000 Penalty: 4360.275391
	Iteration 19Q: 3 clusters Score -875705.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -875710.562500 Penalty: 4360.275391
	Iteration 20F: 3 clusters Score -875710.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -875712.750000 Penalty: 4360.275391
	Iteration 21Q: 3 clusters Score -875712.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -875715.125000 Penalty: 4360.275391
	Iteration 22Q: 3 clusters Score -875715.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -875716.500000 Penalty: 4360.275391
	Iteration 23Q: 3 clusters Score -875716.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -875722.812500 Penalty: 4360.275391
	Iteration 24Q: 3 clusters Score -875722.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -875729.062500 Penalty: 4360.275391
	Iteration 25Q: 3 clusters Score -875729.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -875734.125000 Penalty: 4360.275391
	Iteration 26Q: 3 clusters Score -875734.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -875741.500000 Penalty: 4360.275391
	Iteration 27Q: 3 clusters Score -875741.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -875749.625000 Penalty: 4360.275391
	Iteration 28Q: 3 clusters Score -875749.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -875759.937500 Penalty: 4360.275391
	Iteration 29Q: 3 clusters Score -875759.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -875767.125000 Penalty: 4360.275391
	Iteration 30Q: 3 clusters Score -875767.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -875774.562500 Penalty: 4360.275391
	Iteration 31Q: 3 clusters Score -875774.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -875779.750000 Penalty: 4360.275391
	Iteration 32Q: 3 clusters Score -875779.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -875790.500000 Penalty: 4360.275391
	Iteration 33Q: 3 clusters Score -875790.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -875794.625000 Penalty: 4360.275391
	Iteration 34Q: 3 clusters Score -875794.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -875798.437500 Penalty: 4360.275391
	Iteration 35Q: 3 clusters Score -875798.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -875802.750000 Penalty: 4360.275391
	Iteration 36Q: 3 clusters Score -875802.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -875806.437500 Penalty: 4360.275391
	Iteration 37Q: 3 clusters Score -875806.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -875809.937500 Penalty: 4360.275391
	Iteration 38Q: 3 clusters Score -875809.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -875814.500000 Penalty: 4360.275391
	Iteration 39Q: 3 clusters Score -875814.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -875817.187500 Penalty: 4360.275391
	Iteration 40F: 3 clusters Score -875817.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -875819.000000 Penalty: 4360.275391
	Iteration 41Q: 3 clusters Score -875819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -875821.875000 Penalty: 4360.275391
	Iteration 42Q: 3 clusters Score -875821.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -875822.125000 Penalty: 4360.275391
	Iteration 43Q: 3 clusters Score -875822.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -875823.187500 Penalty: 4360.275391
	Iteration 44Q: 3 clusters Score -875823.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -875824.750000 Penalty: 4360.275391
	Iteration 45Q: 3 clusters Score -875824.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -875825.062500 Penalty: 4360.275391
	Iteration 46Q: 3 clusters Score -875825.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -875825.062500 Penalty: 4360.275391
	Iteration 47Q: 3 clusters Score -875825.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -875825.187500 Penalty: 4360.275391
	Iteration 48Q: 3 clusters Score -875825.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -875825.312500 Penalty: 4360.275391
	Iteration 49Q: 3 clusters Score -875825.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -875825.562500 Penalty: 4360.275391
	Iteration 50Q: 3 clusters Score -875825.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -875825.562500 Penalty: 4360.275391
	Iteration 51F: 3 clusters Score -875825.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 152337 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54177 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49627 members 
Mstep: Class 7 contains 11066 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42054 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36064 members 
Mstep: Class 12 contains 51612 members 
Mstep: Class 13 contains 2317 members 
Mstep: Class 14 contains 84512 members 
Mstep: Class 15 contains 38291 members 
Mstep: Class 16 contains 69540 members 
Mstep: Class 17 contains 143074 members 
Mstep: Class 18 contains 30541 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163953 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18137 members 
Mstep: Class 25 contains 4257 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
Score: -142943584.000000 Penalty: 103175.226562
Splitting cluster 25 changes total score from -142944784.000000 to -142943584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (6974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Entering Unmasked Estep 
Score: -955897.500000 Penalty: 2194.786133
	Iteration 0F: 2 clusters Score -955897.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -950157.750000 Penalty: 4389.572266
	Iteration 0F: 3 clusters Score -950157.8 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -951649.125000 Penalty: 4389.572266
	Iteration 1F: 3 clusters Score -951649.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -951884.750000 Penalty: 4389.572266
	Iteration 2F: 3 clusters Score -951884.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -952036.687500 Penalty: 4389.572266
	Iteration 3Q: 3 clusters Score -952036.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -952142.125000 Penalty: 4389.572266
	Iteration 4Q: 3 clusters Score -952142.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -952220.312500 Penalty: 4389.572266
	Iteration 5Q: 3 clusters Score -952220.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -952286.750000 Penalty: 4389.572266
	Iteration 6Q: 3 clusters Score -952286.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -952347.687500 Penalty: 4389.572266
	Iteration 7Q: 3 clusters Score -952347.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -952400.750000 Penalty: 4389.572266
	Iteration 8Q: 3 clusters Score -952400.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -952446.000000 Penalty: 4389.572266
	Iteration 9Q: 3 clusters Score -952446 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -952483.125000 Penalty: 4389.572266
	Iteration 10Q: 3 clusters Score -952483.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -952506.500000 Penalty: 4389.572266
	Iteration 11Q: 3 clusters Score -952506.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -952531.062500 Penalty: 4389.572266
	Iteration 12Q: 3 clusters Score -952531.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -952552.125000 Penalty: 4389.572266
	Iteration 13Q: 3 clusters Score -952552.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -952576.875000 Penalty: 4389.572266
	Iteration 14Q: 3 clusters Score -952576.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -952604.375000 Penalty: 4389.572266
	Iteration 15Q: 3 clusters Score -952604.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -952629.937500 Penalty: 4389.572266
	Iteration 16Q: 3 clusters Score -952629.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -952653.375000 Penalty: 4389.572266
	Iteration 17Q: 3 clusters Score -952653.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -952675.312500 Penalty: 4389.572266
	Iteration 18Q: 3 clusters Score -952675.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -952694.812500 Penalty: 4389.572266
	Iteration 19Q: 3 clusters Score -952694.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -952718.437500 Penalty: 4389.572266
	Iteration 20F: 3 clusters Score -952718.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -952751.562500 Penalty: 4389.572266
	Iteration 21Q: 3 clusters Score -952751.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -952780.062500 Penalty: 4389.572266
	Iteration 22Q: 3 clusters Score -952780.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -952812.687500 Penalty: 4389.572266
	Iteration 23Q: 3 clusters Score -952812.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -952847.812500 Penalty: 4389.572266
	Iteration 24Q: 3 clusters Score -952847.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -952889.250000 Penalty: 4389.572266
	Iteration 25Q: 3 clusters Score -952889.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -952936.687500 Penalty: 4389.572266
	Iteration 26Q: 3 clusters Score -952936.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -952990.250000 Penalty: 4389.572266
	Iteration 27Q: 3 clusters Score -952990.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -953053.375000 Penalty: 4389.572266
	Iteration 28Q: 3 clusters Score -953053.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -953132.875000 Penalty: 4389.572266
	Iteration 29Q: 3 clusters Score -953132.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -953215.875000 Penalty: 4389.572266
	Iteration 30Q: 3 clusters Score -953215.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -953302.437500 Penalty: 4389.572266
	Iteration 31Q: 3 clusters Score -953302.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -953389.937500 Penalty: 4389.572266
	Iteration 32Q: 3 clusters Score -953389.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -953457.625000 Penalty: 4389.572266
	Iteration 33Q: 3 clusters Score -953457.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -953512.250000 Penalty: 4389.572266
	Iteration 34Q: 3 clusters Score -953512.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -953547.250000 Penalty: 4389.572266
	Iteration 35Q: 3 clusters Score -953547.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -953580.125000 Penalty: 4389.572266
	Iteration 36Q: 3 clusters Score -953580.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -953611.125000 Penalty: 4389.572266
	Iteration 37Q: 3 clusters Score -953611.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -953643.250000 Penalty: 4389.572266
	Iteration 38Q: 3 clusters Score -953643.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -953675.375000 Penalty: 4389.572266
	Iteration 39Q: 3 clusters Score -953675.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -953708.000000 Penalty: 4389.572266
	Iteration 40F: 3 clusters Score -953708 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -953734.500000 Penalty: 4389.572266
	Iteration 41Q: 3 clusters Score -953734.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -953753.812500 Penalty: 4389.572266
	Iteration 42Q: 3 clusters Score -953753.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -953764.937500 Penalty: 4389.572266
	Iteration 43Q: 3 clusters Score -953764.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -953776.000000 Penalty: 4389.572266
	Iteration 44Q: 3 clusters Score -953776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -953786.187500 Penalty: 4389.572266
	Iteration 45Q: 3 clusters Score -953786.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -953797.125000 Penalty: 4389.572266
	Iteration 46Q: 3 clusters Score -953797.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -953805.250000 Penalty: 4389.572266
	Iteration 47Q: 3 clusters Score -953805.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -953811.562500 Penalty: 4389.572266
	Iteration 48Q: 3 clusters Score -953811.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -953820.250000 Penalty: 4389.572266
	Iteration 49Q: 3 clusters Score -953820.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -953828.812500 Penalty: 4389.572266
	Iteration 50Q: 3 clusters Score -953828.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -953833.250000 Penalty: 4389.572266
	Iteration 51Q: 3 clusters Score -953833.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -953842.562500 Penalty: 4389.572266
	Iteration 52Q: 3 clusters Score -953842.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -953845.187500 Penalty: 4389.572266
	Iteration 53Q: 3 clusters Score -953845.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -953851.812500 Penalty: 4389.572266
	Iteration 54Q: 3 clusters Score -953851.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -953856.750000 Penalty: 4389.572266
	Iteration 55Q: 3 clusters Score -953856.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -953864.125000 Penalty: 4389.572266
	Iteration 56Q: 3 clusters Score -953864.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -953868.812500 Penalty: 4389.572266
	Iteration 57Q: 3 clusters Score -953868.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -953870.437500 Penalty: 4389.572266
	Iteration 58Q: 3 clusters Score -953870.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -953872.125000 Penalty: 4389.572266
	Iteration 59Q: 3 clusters Score -953872.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -953872.062500 Penalty: 4389.572266
	Iteration 60F: 3 clusters Score -953872.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -953874.625000 Penalty: 4389.572266
	Iteration 61Q: 3 clusters Score -953874.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -953875.437500 Penalty: 4389.572266
	Iteration 62Q: 3 clusters Score -953875.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -953880.437500 Penalty: 4389.572266
	Iteration 63Q: 3 clusters Score -953880.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -953882.250000 Penalty: 4389.572266
	Iteration 64Q: 3 clusters Score -953882.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -953885.937500 Penalty: 4389.572266
	Iteration 65Q: 3 clusters Score -953885.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -953890.250000 Penalty: 4389.572266
	Iteration 66Q: 3 clusters Score -953890.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -953893.437500 Penalty: 4389.572266
	Iteration 67Q: 3 clusters Score -953893.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -953895.125000 Penalty: 4389.572266
	Iteration 68Q: 3 clusters Score -953895.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -953894.562500 Penalty: 4389.572266
	Iteration 69Q: 3 clusters Score -953894.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -953894.687500 Penalty: 4389.572266
	Iteration 70Q: 3 clusters Score -953894.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -953896.875000 Penalty: 4389.572266
	Iteration 71Q: 3 clusters Score -953896.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -953896.875000 Penalty: 4389.572266
	Iteration 72F: 3 clusters Score -953896.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Entering Unmasked Estep 
Score: -752994.437500 Penalty: 2139.704346
	Iteration 0F: 2 clusters Score -752994.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -748129.125000 Penalty: 4279.408691
	Iteration 0F: 3 clusters Score -748129.1 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -749332.375000 Penalty: 4279.408691
	Iteration 1F: 3 clusters Score -749332.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -749562.812500 Penalty: 4279.408691
	Iteration 2F: 3 clusters Score -749562.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -749737.812500 Penalty: 4279.408691
	Iteration 3F: 3 clusters Score -749737.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -749930.250000 Penalty: 4279.408691
	Iteration 4Q: 3 clusters Score -749930.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -750108.062500 Penalty: 4279.408691
	Iteration 5Q: 3 clusters Score -750108.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -750328.625000 Penalty: 4279.408691
	Iteration 6Q: 3 clusters Score -750328.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -750544.125000 Penalty: 4279.408691
	Iteration 7Q: 3 clusters Score -750544.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -750762.250000 Penalty: 4279.408691
	Iteration 8Q: 3 clusters Score -750762.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -750992.187500 Penalty: 4279.408691
	Iteration 9Q: 3 clusters Score -750992.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -751215.000000 Penalty: 4279.408691
	Iteration 10Q: 3 clusters Score -751215 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -751399.250000 Penalty: 4279.408691
	Iteration 11Q: 3 clusters Score -751399.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -751548.312500 Penalty: 4279.408691
	Iteration 12Q: 3 clusters Score -751548.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -751645.812500 Penalty: 4279.408691
	Iteration 13Q: 3 clusters Score -751645.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -751731.687500 Penalty: 4279.408691
	Iteration 14Q: 3 clusters Score -751731.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -751811.062500 Penalty: 4279.408691
	Iteration 15Q: 3 clusters Score -751811.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -751876.812500 Penalty: 4279.408691
	Iteration 16Q: 3 clusters Score -751876.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -751926.000000 Penalty: 4279.408691
	Iteration 17Q: 3 clusters Score -751926 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -751967.500000 Penalty: 4279.408691
	Iteration 18Q: 3 clusters Score -751967.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -752002.250000 Penalty: 4279.408691
	Iteration 19Q: 3 clusters Score -752002.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -752032.937500 Penalty: 4279.408691
	Iteration 20F: 3 clusters Score -752032.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -752061.500000 Penalty: 4279.408691
	Iteration 21Q: 3 clusters Score -752061.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -752089.312500 Penalty: 4279.408691
	Iteration 22Q: 3 clusters Score -752089.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -752113.812500 Penalty: 4279.408691
	Iteration 23Q: 3 clusters Score -752113.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -752132.250000 Penalty: 4279.408691
	Iteration 24Q: 3 clusters Score -752132.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -752146.750000 Penalty: 4279.408691
	Iteration 25Q: 3 clusters Score -752146.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -752162.062500 Penalty: 4279.408691
	Iteration 26Q: 3 clusters Score -752162.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -752174.875000 Penalty: 4279.408691
	Iteration 27Q: 3 clusters Score -752174.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -752186.875000 Penalty: 4279.408691
	Iteration 28Q: 3 clusters Score -752186.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -752197.312500 Penalty: 4279.408691
	Iteration 29Q: 3 clusters Score -752197.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -752204.437500 Penalty: 4279.408691
	Iteration 30Q: 3 clusters Score -752204.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -752211.750000 Penalty: 4279.408691
	Iteration 31Q: 3 clusters Score -752211.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -752214.437500 Penalty: 4279.408691
	Iteration 32Q: 3 clusters Score -752214.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -752223.000000 Penalty: 4279.408691
	Iteration 33Q: 3 clusters Score -752223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -752228.812500 Penalty: 4279.408691
	Iteration 34Q: 3 clusters Score -752228.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -752240.750000 Penalty: 4279.408691
	Iteration 35Q: 3 clusters Score -752240.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -752255.437500 Penalty: 4279.408691
	Iteration 36Q: 3 clusters Score -752255.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -752273.125000 Penalty: 4279.408691
	Iteration 37Q: 3 clusters Score -752273.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -752294.187500 Penalty: 4279.408691
	Iteration 38Q: 3 clusters Score -752294.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -752309.062500 Penalty: 4279.408691
	Iteration 39Q: 3 clusters Score -752309.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -752317.937500 Penalty: 4279.408691
	Iteration 40F: 3 clusters Score -752317.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -752325.062500 Penalty: 4279.408691
	Iteration 41Q: 3 clusters Score -752325.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -752332.875000 Penalty: 4279.408691
	Iteration 42Q: 3 clusters Score -752332.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -752339.562500 Penalty: 4279.408691
	Iteration 43Q: 3 clusters Score -752339.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -752351.125000 Penalty: 4279.408691
	Iteration 44Q: 3 clusters Score -752351.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -752361.625000 Penalty: 4279.408691
	Iteration 45Q: 3 clusters Score -752361.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -752377.250000 Penalty: 4279.408691
	Iteration 46Q: 3 clusters Score -752377.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -752394.562500 Penalty: 4279.408691
	Iteration 47Q: 3 clusters Score -752394.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -752401.625000 Penalty: 4279.408691
	Iteration 48Q: 3 clusters Score -752401.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -752410.062500 Penalty: 4279.408691
	Iteration 49Q: 3 clusters Score -752410.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -752416.375000 Penalty: 4279.408691
	Iteration 50Q: 3 clusters Score -752416.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -752419.875000 Penalty: 4279.408691
	Iteration 51Q: 3 clusters Score -752419.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -752421.500000 Penalty: 4279.408691
	Iteration 52Q: 3 clusters Score -752421.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -752426.500000 Penalty: 4279.408691
	Iteration 53Q: 3 clusters Score -752426.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -752431.312500 Penalty: 4279.408691
	Iteration 54Q: 3 clusters Score -752431.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -752438.750000 Penalty: 4279.408691
	Iteration 55Q: 3 clusters Score -752438.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -752444.125000 Penalty: 4279.408691
	Iteration 56Q: 3 clusters Score -752444.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -752449.375000 Penalty: 4279.408691
	Iteration 57Q: 3 clusters Score -752449.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -752454.062500 Penalty: 4279.408691
	Iteration 58Q: 3 clusters Score -752454.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -752455.562500 Penalty: 4279.408691
	Iteration 59Q: 3 clusters Score -752455.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -752458.937500 Penalty: 4279.408691
	Iteration 60F: 3 clusters Score -752458.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -752460.562500 Penalty: 4279.408691
	Iteration 61Q: 3 clusters Score -752460.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -752459.500000 Penalty: 4279.408691
	Iteration 62Q: 3 clusters Score -752459.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -752460.562500 Penalty: 4279.408691
	Iteration 63Q: 3 clusters Score -752460.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -752460.312500 Penalty: 4279.408691
	Iteration 64Q: 3 clusters Score -752460.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -752462.125000 Penalty: 4279.408691
	Iteration 65Q: 3 clusters Score -752462.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -752461.812500 Penalty: 4279.408691
	Iteration 66Q: 3 clusters Score -752461.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -752464.000000 Penalty: 4279.408691
	Iteration 67Q: 3 clusters Score -752464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -752463.875000 Penalty: 4279.408691
	Iteration 68Q: 3 clusters Score -752463.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -752467.562500 Penalty: 4279.408691
	Iteration 69Q: 3 clusters Score -752467.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -752467.437500 Penalty: 4279.408691
	Iteration 70Q: 3 clusters Score -752467.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -752468.375000 Penalty: 4279.408691
	Iteration 71Q: 3 clusters Score -752468.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -752469.062500 Penalty: 4279.408691
	Iteration 72Q: 3 clusters Score -752469.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -752470.312500 Penalty: 4279.408691
	Iteration 73Q: 3 clusters Score -752470.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -752470.312500 Penalty: 4279.408691
	Iteration 74F: 3 clusters Score -752470.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Entering Unmasked Estep 
Score: -862741.625000 Penalty: 2173.795166
	Iteration 0F: 2 clusters Score -862741.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -857320.500000 Penalty: 4347.590332
	Iteration 0F: 3 clusters Score -857320.5 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -858674.937500 Penalty: 4347.590332
	Iteration 1F: 3 clusters Score -858674.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -858944.125000 Penalty: 4347.590332
	Iteration 2F: 3 clusters Score -858944.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -859101.000000 Penalty: 4347.590332
	Iteration 3F: 3 clusters Score -859101 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -859220.875000 Penalty: 4347.590332
	Iteration 4Q: 3 clusters Score -859220.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -859340.812500 Penalty: 4347.590332
	Iteration 5Q: 3 clusters Score -859340.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -859487.125000 Penalty: 4347.590332
	Iteration 6Q: 3 clusters Score -859487.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -859688.937500 Penalty: 4347.590332
	Iteration 7Q: 3 clusters Score -859688.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -859952.687500 Penalty: 4347.590332
	Iteration 8Q: 3 clusters Score -859952.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -860247.250000 Penalty: 4347.590332
	Iteration 9Q: 3 clusters Score -860247.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -860576.875000 Penalty: 4347.590332
	Iteration 10F: 3 clusters Score -860576.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -860897.687500 Penalty: 4347.590332
	Iteration 11F: 3 clusters Score -860897.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -861198.625000 Penalty: 4347.590332
	Iteration 12Q: 3 clusters Score -861198.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -861525.687500 Penalty: 4347.590332
	Iteration 13Q: 3 clusters Score -861525.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -861913.750000 Penalty: 4347.590332
	Iteration 14Q: 3 clusters Score -861913.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -862356.625000 Penalty: 4347.590332
	Iteration 15Q: 3 clusters Score -862356.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -862953.062500 Penalty: 4347.590332
	Iteration 16Q: 3 clusters Score -862953.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -863387.500000 Penalty: 4347.590332
	Iteration 17Q: 3 clusters Score -863387.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -863523.625000 Penalty: 4347.590332
	Iteration 18Q: 3 clusters Score -863523.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -863548.750000 Penalty: 4347.590332
	Iteration 19Q: 3 clusters Score -863548.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -863553.062500 Penalty: 4347.590332
	Iteration 20F: 3 clusters Score -863553.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -863552.250000 Penalty: 4347.590332
	Iteration 21Q: 3 clusters Score -863552.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -863552.250000 Penalty: 4347.590332
	Iteration 22F: 3 clusters Score -863552.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 152337 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54177 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49627 members 
Mstep: Class 7 contains 11066 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42054 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36064 members 
Mstep: Class 12 contains 51612 members 
Mstep: Class 13 contains 3973 members 
Mstep: Class 14 contains 84512 members 
Mstep: Class 15 contains 38291 members 
Mstep: Class 16 contains 69540 members 
Mstep: Class 17 contains 143074 members 
Mstep: Class 18 contains 30541 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163953 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18137 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 2435 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
Score: -142944400.000000 Penalty: 103175.226562
Splitting cluster 28 changes total score from -142944784.000000 to -142944400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (1356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Entering Unmasked Estep 
Score: -182911.265625 Penalty: 1788.649048
	Iteration 0F: 2 clusters Score -182911.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -180696.156250 Penalty: 3577.298096
	Iteration 0F: 3 clusters Score -180696.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -181016.562500 Penalty: 3577.298096
	Iteration 1F: 3 clusters Score -181016.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -181102.406250 Penalty: 3577.298096
	Iteration 2F: 3 clusters Score -181102.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -181146.390625 Penalty: 3577.298096
	Iteration 3Q: 3 clusters Score -181146.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -181170.812500 Penalty: 3577.298096
	Iteration 4Q: 3 clusters Score -181170.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -181183.093750 Penalty: 3577.298096
	Iteration 5Q: 3 clusters Score -181183.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -181196.156250 Penalty: 3577.298096
	Iteration 6Q: 3 clusters Score -181196.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -181202.109375 Penalty: 3577.298096
	Iteration 7Q: 3 clusters Score -181202.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -181208.921875 Penalty: 3577.298096
	Iteration 8Q: 3 clusters Score -181208.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -181213.828125 Penalty: 3577.298096
	Iteration 9Q: 3 clusters Score -181213.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -181234.953125 Penalty: 3577.298096
	Iteration 10Q: 3 clusters Score -181235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -181264.500000 Penalty: 3577.298096
	Iteration 11Q: 3 clusters Score -181264.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -181304.906250 Penalty: 3577.298096
	Iteration 12Q: 3 clusters Score -181304.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -181364.000000 Penalty: 3577.298096
	Iteration 13Q: 3 clusters Score -181364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -181446.843750 Penalty: 3577.298096
	Iteration 14Q: 3 clusters Score -181446.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -181489.218750 Penalty: 3577.298096
	Iteration 15Q: 3 clusters Score -181489.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -181513.750000 Penalty: 3577.298096
	Iteration 16Q: 3 clusters Score -181513.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -181544.546875 Penalty: 3577.298096
	Iteration 17Q: 3 clusters Score -181544.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -181571.171875 Penalty: 3577.298096
	Iteration 18Q: 3 clusters Score -181571.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -181589.406250 Penalty: 3577.298096
	Iteration 19Q: 3 clusters Score -181589.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -181600.531250 Penalty: 3577.298096
	Iteration 20F: 3 clusters Score -181600.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -181611.484375 Penalty: 3577.298096
	Iteration 21Q: 3 clusters Score -181611.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -181623.578125 Penalty: 3577.298096
	Iteration 22Q: 3 clusters Score -181623.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -181632.500000 Penalty: 3577.298096
	Iteration 23Q: 3 clusters Score -181632.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -181644.093750 Penalty: 3577.298096
	Iteration 24Q: 3 clusters Score -181644.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -181656.218750 Penalty: 3577.298096
	Iteration 25Q: 3 clusters Score -181656.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -181669.312500 Penalty: 3577.298096
	Iteration 26Q: 3 clusters Score -181669.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -181687.546875 Penalty: 3577.298096
	Iteration 27Q: 3 clusters Score -181687.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -181710.500000 Penalty: 3577.298096
	Iteration 28Q: 3 clusters Score -181710.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -181730.640625 Penalty: 3577.298096
	Iteration 29Q: 3 clusters Score -181730.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -181745.500000 Penalty: 3577.298096
	Iteration 30Q: 3 clusters Score -181745.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -181757.843750 Penalty: 3577.298096
	Iteration 31Q: 3 clusters Score -181757.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -181774.593750 Penalty: 3577.298096
	Iteration 32Q: 3 clusters Score -181774.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -181795.703125 Penalty: 3577.298096
	Iteration 33Q: 3 clusters Score -181795.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -181823.453125 Penalty: 3577.298096
	Iteration 34Q: 3 clusters Score -181823.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -181848.375000 Penalty: 3577.298096
	Iteration 35Q: 3 clusters Score -181848.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -181872.656250 Penalty: 3577.298096
	Iteration 36Q: 3 clusters Score -181872.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -181908.890625 Penalty: 3577.298096
	Iteration 37Q: 3 clusters Score -181908.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -181956.546875 Penalty: 3577.298096
	Iteration 38Q: 3 clusters Score -181956.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -181996.031250 Penalty: 3577.298096
	Iteration 39Q: 3 clusters Score -181996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -182023.562500 Penalty: 3577.298096
	Iteration 40F: 3 clusters Score -182023.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -182043.656250 Penalty: 3577.298096
	Iteration 41Q: 3 clusters Score -182043.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -182058.328125 Penalty: 3577.298096
	Iteration 42Q: 3 clusters Score -182058.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -182076.156250 Penalty: 3577.298096
	Iteration 43Q: 3 clusters Score -182076.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -182091.515625 Penalty: 3577.298096
	Iteration 44Q: 3 clusters Score -182091.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -182097.828125 Penalty: 3577.298096
	Iteration 45Q: 3 clusters Score -182097.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -182101.515625 Penalty: 3577.298096
	Iteration 46Q: 3 clusters Score -182101.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -182102.687500 Penalty: 3577.298096
	Iteration 47Q: 3 clusters Score -182102.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -182103.187500 Penalty: 3577.298096
	Iteration 48Q: 3 clusters Score -182103.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -182104.218750 Penalty: 3577.298096
	Iteration 49Q: 3 clusters Score -182104.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -182105.234375 Penalty: 3577.298096
	Iteration 50Q: 3 clusters Score -182105.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -182108.500000 Penalty: 3577.298096
	Iteration 51Q: 3 clusters Score -182108.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -182113.078125 Penalty: 3577.298096
	Iteration 52Q: 3 clusters Score -182113.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -182114.406250 Penalty: 3577.298096
	Iteration 53Q: 3 clusters Score -182114.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -182114.765625 Penalty: 3577.298096
	Iteration 54Q: 3 clusters Score -182114.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -182115.781250 Penalty: 3577.298096
	Iteration 55Q: 3 clusters Score -182115.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -182115.781250 Penalty: 3577.298096
	Iteration 56F: 3 clusters Score -182115.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Entering Unmasked Estep 
Score: -362286.406250 Penalty: 1965.886963
	Iteration 0F: 2 clusters Score -362286.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -359174.375000 Penalty: 3931.773926
	Iteration 0F: 3 clusters Score -359174.4 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -359814.718750 Penalty: 3931.773926
	Iteration 1F: 3 clusters Score -359814.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -359995.593750 Penalty: 3931.773926
	Iteration 2F: 3 clusters Score -359995.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -360109.125000 Penalty: 3931.773926
	Iteration 3F: 3 clusters Score -360109.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -360176.093750 Penalty: 3931.773926
	Iteration 4Q: 3 clusters Score -360176.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -360219.500000 Penalty: 3931.773926
	Iteration 5Q: 3 clusters Score -360219.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -360254.187500 Penalty: 3931.773926
	Iteration 6Q: 3 clusters Score -360254.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -360274.843750 Penalty: 3931.773926
	Iteration 7Q: 3 clusters Score -360274.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -360306.375000 Penalty: 3931.773926
	Iteration 8Q: 3 clusters Score -360306.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -360325.500000 Penalty: 3931.773926
	Iteration 9Q: 3 clusters Score -360325.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -360345.562500 Penalty: 3931.773926
	Iteration 10Q: 3 clusters Score -360345.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -360366.468750 Penalty: 3931.773926
	Iteration 11Q: 3 clusters Score -360366.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -360401.281250 Penalty: 3931.773926
	Iteration 12Q: 3 clusters Score -360401.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -360434.875000 Penalty: 3931.773926
	Iteration 13Q: 3 clusters Score -360434.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -360471.968750 Penalty: 3931.773926
	Iteration 14Q: 3 clusters Score -360472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -360511.031250 Penalty: 3931.773926
	Iteration 15Q: 3 clusters Score -360511 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -360554.750000 Penalty: 3931.773926
	Iteration 16Q: 3 clusters Score -360554.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -360600.218750 Penalty: 3931.773926
	Iteration 17Q: 3 clusters Score -360600.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -360633.125000 Penalty: 3931.773926
	Iteration 18Q: 3 clusters Score -360633.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -360657.250000 Penalty: 3931.773926
	Iteration 19Q: 3 clusters Score -360657.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -360674.562500 Penalty: 3931.773926
	Iteration 20F: 3 clusters Score -360674.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -360695.968750 Penalty: 3931.773926
	Iteration 21Q: 3 clusters Score -360696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -360714.812500 Penalty: 3931.773926
	Iteration 22Q: 3 clusters Score -360714.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -360729.468750 Penalty: 3931.773926
	Iteration 23Q: 3 clusters Score -360729.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -360742.093750 Penalty: 3931.773926
	Iteration 24Q: 3 clusters Score -360742.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -360765.937500 Penalty: 3931.773926
	Iteration 25Q: 3 clusters Score -360765.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -360790.906250 Penalty: 3931.773926
	Iteration 26Q: 3 clusters Score -360790.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -360809.281250 Penalty: 3931.773926
	Iteration 27Q: 3 clusters Score -360809.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -360821.125000 Penalty: 3931.773926
	Iteration 28Q: 3 clusters Score -360821.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -360834.218750 Penalty: 3931.773926
	Iteration 29Q: 3 clusters Score -360834.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -360846.656250 Penalty: 3931.773926
	Iteration 30Q: 3 clusters Score -360846.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -360866.375000 Penalty: 3931.773926
	Iteration 31Q: 3 clusters Score -360866.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -360893.718750 Penalty: 3931.773926
	Iteration 32Q: 3 clusters Score -360893.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -360915.250000 Penalty: 3931.773926
	Iteration 33Q: 3 clusters Score -360915.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -360943.593750 Penalty: 3931.773926
	Iteration 34Q: 3 clusters Score -360943.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -360978.750000 Penalty: 3931.773926
	Iteration 35Q: 3 clusters Score -360978.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -361010.687500 Penalty: 3931.773926
	Iteration 36Q: 3 clusters Score -361010.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -361042.125000 Penalty: 3931.773926
	Iteration 37Q: 3 clusters Score -361042.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -361076.968750 Penalty: 3931.773926
	Iteration 38Q: 3 clusters Score -361077 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -361130.750000 Penalty: 3931.773926
	Iteration 39Q: 3 clusters Score -361130.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -361181.468750 Penalty: 3931.773926
	Iteration 40F: 3 clusters Score -361181.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -361223.031250 Penalty: 3931.773926
	Iteration 41Q: 3 clusters Score -361223 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -361279.062500 Penalty: 3931.773926
	Iteration 42Q: 3 clusters Score -361279.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -361324.906250 Penalty: 3931.773926
	Iteration 43Q: 3 clusters Score -361324.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -361353.031250 Penalty: 3931.773926
	Iteration 44Q: 3 clusters Score -361353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -361370.625000 Penalty: 3931.773926
	Iteration 45Q: 3 clusters Score -361370.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -361382.718750 Penalty: 3931.773926
	Iteration 46Q: 3 clusters Score -361382.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -361391.312500 Penalty: 3931.773926
	Iteration 47Q: 3 clusters Score -361391.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -361396.437500 Penalty: 3931.773926
	Iteration 48Q: 3 clusters Score -361396.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -361400.625000 Penalty: 3931.773926
	Iteration 49Q: 3 clusters Score -361400.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -361408.906250 Penalty: 3931.773926
	Iteration 50Q: 3 clusters Score -361408.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -361418.375000 Penalty: 3931.773926
	Iteration 51Q: 3 clusters Score -361418.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -361427.687500 Penalty: 3931.773926
	Iteration 52Q: 3 clusters Score -361427.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -361439.656250 Penalty: 3931.773926
	Iteration 53Q: 3 clusters Score -361439.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -361446.500000 Penalty: 3931.773926
	Iteration 54Q: 3 clusters Score -361446.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -361449.375000 Penalty: 3931.773926
	Iteration 55Q: 3 clusters Score -361449.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -361449.375000 Penalty: 3931.773926
	Iteration 56F: 3 clusters Score -361449.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 152337 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54177 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49627 members 
Mstep: Class 7 contains 11066 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42054 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36064 members 
Mstep: Class 12 contains 51612 members 
Mstep: Class 14 contains 84512 members 
Mstep: Class 15 contains 38291 members 
Mstep: Class 16 contains 69540 members 
Mstep: Class 17 contains 143074 members 
Mstep: Class 18 contains 30541 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163953 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18137 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944768.000000 Penalty: 99736.046875
Iteration 479Q: 30 clusters Score -1.429448e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 152338 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54178 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49626 members 
Mstep: Class 7 contains 11066 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42055 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36068 members 
Mstep: Class 12 contains 51611 members 
Mstep: Class 14 contains 84515 members 
Mstep: Class 15 contains 38291 members 
Mstep: Class 16 contains 69541 members 
Mstep: Class 17 contains 143075 members 
Mstep: Class 18 contains 30541 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163943 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18137 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944720.000000 Penalty: 99736.046875
Iteration 480F: 30 clusters Score -1.429447e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 152341 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54180 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49626 members 
Mstep: Class 7 contains 11066 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42055 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36073 members 
Mstep: Class 12 contains 51610 members 
Mstep: Class 14 contains 84517 members 
Mstep: Class 15 contains 38291 members 
Mstep: Class 16 contains 69541 members 
Mstep: Class 17 contains 143076 members 
Mstep: Class 18 contains 30541 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163931 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18137 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944736.000000 Penalty: 99736.046875
Iteration 481Q: 30 clusters Score -1.429447e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 152347 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54182 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49628 members 
Mstep: Class 7 contains 11066 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42057 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36073 members 
Mstep: Class 12 contains 51611 members 
Mstep: Class 14 contains 84517 members 
Mstep: Class 15 contains 38289 members 
Mstep: Class 16 contains 69543 members 
Mstep: Class 17 contains 143080 members 
Mstep: Class 18 contains 30541 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163914 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18137 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944800.000000 Penalty: 99736.046875
Iteration 482Q: 30 clusters Score -1.429448e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 152348 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54184 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49628 members 
Mstep: Class 7 contains 11066 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42058 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 36073 members 
Mstep: Class 12 contains 51614 members 
Mstep: Class 14 contains 84518 members 
Mstep: Class 15 contains 38290 members 
Mstep: Class 16 contains 69543 members 
Mstep: Class 17 contains 143085 members 
Mstep: Class 18 contains 30542 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163899 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18137 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944832.000000 Penalty: 99736.046875
Iteration 483Q: 30 clusters Score -1.429448e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 152339 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54182 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49629 members 
Mstep: Class 7 contains 11066 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42058 members 
Mstep: Class 10 contains 13991 members 
Mstep: Class 11 contains 36075 members 
Mstep: Class 12 contains 51619 members 
Mstep: Class 14 contains 84520 members 
Mstep: Class 15 contains 38291 members 
Mstep: Class 16 contains 69543 members 
Mstep: Class 17 contains 143089 members 
Mstep: Class 18 contains 30543 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163895 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18137 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944800.000000 Penalty: 99736.046875
Iteration 484Q: 30 clusters Score -1.429448e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 152338 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54180 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49631 members 
Mstep: Class 7 contains 11066 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42058 members 
Mstep: Class 10 contains 13990 members 
Mstep: Class 11 contains 36078 members 
Mstep: Class 12 contains 51625 members 
Mstep: Class 14 contains 84520 members 
Mstep: Class 15 contains 38289 members 
Mstep: Class 16 contains 69542 members 
Mstep: Class 17 contains 143092 members 
Mstep: Class 18 contains 30544 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163888 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18136 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944768.000000 Penalty: 99736.046875
Iteration 485Q: 30 clusters Score -1.429448e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 152339 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54179 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49631 members 
Mstep: Class 7 contains 11066 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42059 members 
Mstep: Class 10 contains 13989 members 
Mstep: Class 11 contains 36082 members 
Mstep: Class 12 contains 51625 members 
Mstep: Class 14 contains 84521 members 
Mstep: Class 15 contains 38289 members 
Mstep: Class 16 contains 69543 members 
Mstep: Class 17 contains 143094 members 
Mstep: Class 18 contains 30543 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163881 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18136 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944800.000000 Penalty: 99736.046875
Iteration 486Q: 30 clusters Score -1.429448e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 152337 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54178 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49633 members 
Mstep: Class 7 contains 11066 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 9 contains 42061 members 
Mstep: Class 10 contains 13989 members 
Mstep: Class 11 contains 36087 members 
Mstep: Class 12 contains 51627 members 
Mstep: Class 14 contains 84521 members 
Mstep: Class 15 contains 38287 members 
Mstep: Class 16 contains 69545 members 
Mstep: Class 17 contains 143100 members 
Mstep: Class 18 contains 30543 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163867 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18136 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944720.000000 Penalty: 99736.046875
Iteration 487Q: 30 clusters Score -1.429447e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 152335 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54179 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49635 members 
Mstep: Class 7 contains 11065 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 42062 members 
Mstep: Class 10 contains 13988 members 
Mstep: Class 11 contains 36091 members 
Mstep: Class 12 contains 51629 members 
Mstep: Class 14 contains 84520 members 
Mstep: Class 15 contains 38288 members 
Mstep: Class 16 contains 69546 members 
Mstep: Class 17 contains 143106 members 
Mstep: Class 18 contains 30542 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163856 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18136 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944768.000000 Penalty: 99736.046875
Iteration 488Q: 30 clusters Score -1.429448e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 152331 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54174 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49635 members 
Mstep: Class 7 contains 11065 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 42063 members 
Mstep: Class 10 contains 13987 members 
Mstep: Class 11 contains 36093 members 
Mstep: Class 12 contains 51628 members 
Mstep: Class 14 contains 84521 members 
Mstep: Class 15 contains 38288 members 
Mstep: Class 16 contains 69548 members 
Mstep: Class 17 contains 143116 members 
Mstep: Class 18 contains 30543 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163850 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18136 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944784.000000 Penalty: 99736.046875
Iteration 489Q: 30 clusters Score -1.429448e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 152331 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54175 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49635 members 
Mstep: Class 7 contains 11065 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 9 contains 42064 members 
Mstep: Class 10 contains 13985 members 
Mstep: Class 11 contains 36095 members 
Mstep: Class 12 contains 51627 members 
Mstep: Class 14 contains 84519 members 
Mstep: Class 15 contains 38288 members 
Mstep: Class 16 contains 69550 members 
Mstep: Class 17 contains 143124 members 
Mstep: Class 18 contains 30542 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163842 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18136 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944864.000000 Penalty: 99736.046875
Iteration 490Q: 30 clusters Score -1.429449e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 152332 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54173 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49633 members 
Mstep: Class 7 contains 11065 members 
Mstep: Class 8 contains 34800 members 
Mstep: Class 9 contains 42065 members 
Mstep: Class 10 contains 13986 members 
Mstep: Class 11 contains 36095 members 
Mstep: Class 12 contains 51629 members 
Mstep: Class 14 contains 84519 members 
Mstep: Class 15 contains 38287 members 
Mstep: Class 16 contains 69551 members 
Mstep: Class 17 contains 143133 members 
Mstep: Class 18 contains 30542 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163833 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18136 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944656.000000 Penalty: 99736.046875
Iteration 491Q: 30 clusters Score -1.429447e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 152325 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54173 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49632 members 
Mstep: Class 7 contains 11065 members 
Mstep: Class 8 contains 34800 members 
Mstep: Class 9 contains 42065 members 
Mstep: Class 10 contains 13985 members 
Mstep: Class 11 contains 36095 members 
Mstep: Class 12 contains 51633 members 
Mstep: Class 14 contains 84520 members 
Mstep: Class 15 contains 38286 members 
Mstep: Class 16 contains 69550 members 
Mstep: Class 17 contains 143144 members 
Mstep: Class 18 contains 30543 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163827 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18136 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944704.000000 Penalty: 99736.046875
Iteration 492Q: 30 clusters Score -1.429447e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 152323 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54173 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49633 members 
Mstep: Class 7 contains 11065 members 
Mstep: Class 8 contains 34800 members 
Mstep: Class 9 contains 42065 members 
Mstep: Class 10 contains 13987 members 
Mstep: Class 11 contains 36093 members 
Mstep: Class 12 contains 51636 members 
Mstep: Class 14 contains 84517 members 
Mstep: Class 15 contains 38285 members 
Mstep: Class 16 contains 69554 members 
Mstep: Class 17 contains 143144 members 
Mstep: Class 18 contains 30544 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163824 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18136 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944672.000000 Penalty: 99736.046875
Iteration 493Q: 30 clusters Score -1.429447e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 152324 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54173 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49630 members 
Mstep: Class 7 contains 11065 members 
Mstep: Class 8 contains 34800 members 
Mstep: Class 9 contains 42065 members 
Mstep: Class 10 contains 13987 members 
Mstep: Class 11 contains 36091 members 
Mstep: Class 12 contains 51640 members 
Mstep: Class 14 contains 84517 members 
Mstep: Class 15 contains 38284 members 
Mstep: Class 16 contains 69554 members 
Mstep: Class 17 contains 143148 members 
Mstep: Class 18 contains 30545 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163819 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18137 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944688.000000 Penalty: 99736.046875
Iteration 494Q: 30 clusters Score -1.429447e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152323 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54173 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49634 members 
Mstep: Class 7 contains 11065 members 
Mstep: Class 8 contains 34800 members 
Mstep: Class 9 contains 42065 members 
Mstep: Class 10 contains 13987 members 
Mstep: Class 11 contains 36091 members 
Mstep: Class 12 contains 51642 members 
Mstep: Class 14 contains 84518 members 
Mstep: Class 15 contains 38283 members 
Mstep: Class 16 contains 69556 members 
Mstep: Class 17 contains 143148 members 
Mstep: Class 18 contains 30546 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163813 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18136 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944624.000000 Penalty: 99736.046875
Iteration 495Q: 30 clusters Score -1.429446e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152324 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54172 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49636 members 
Mstep: Class 7 contains 11064 members 
Mstep: Class 8 contains 34800 members 
Mstep: Class 9 contains 42066 members 
Mstep: Class 10 contains 13987 members 
Mstep: Class 11 contains 36090 members 
Mstep: Class 12 contains 51643 members 
Mstep: Class 14 contains 84519 members 
Mstep: Class 15 contains 38281 members 
Mstep: Class 16 contains 69555 members 
Mstep: Class 17 contains 143150 members 
Mstep: Class 18 contains 30547 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163811 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18136 members 
Mstep: Class 25 contains 6573 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944592.000000 Penalty: 99736.046875
Iteration 496Q: 30 clusters Score -1.429446e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152323 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54171 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49635 members 
Mstep: Class 7 contains 11064 members 
Mstep: Class 8 contains 34800 members 
Mstep: Class 9 contains 42066 members 
Mstep: Class 10 contains 13987 members 
Mstep: Class 11 contains 36091 members 
Mstep: Class 12 contains 51645 members 
Mstep: Class 14 contains 84519 members 
Mstep: Class 15 contains 38279 members 
Mstep: Class 16 contains 69555 members 
Mstep: Class 17 contains 143154 members 
Mstep: Class 18 contains 30548 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163808 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18137 members 
Mstep: Class 25 contains 6572 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944640.000000 Penalty: 99736.046875
Iteration 497Q: 30 clusters Score -1.429446e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 152325 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54171 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49636 members 
Mstep: Class 7 contains 11064 members 
Mstep: Class 8 contains 34800 members 
Mstep: Class 9 contains 42067 members 
Mstep: Class 10 contains 13987 members 
Mstep: Class 11 contains 36089 members 
Mstep: Class 12 contains 51647 members 
Mstep: Class 14 contains 84519 members 
Mstep: Class 15 contains 38277 members 
Mstep: Class 16 contains 69558 members 
Mstep: Class 17 contains 143156 members 
Mstep: Class 18 contains 30549 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163800 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18137 members 
Mstep: Class 25 contains 6572 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944640.000000 Penalty: 99736.046875
Iteration 498Q: 30 clusters Score -1.429446e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 152321 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54171 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49637 members 
Mstep: Class 7 contains 11064 members 
Mstep: Class 8 contains 34800 members 
Mstep: Class 9 contains 42069 members 
Mstep: Class 10 contains 13987 members 
Mstep: Class 11 contains 36090 members 
Mstep: Class 12 contains 51649 members 
Mstep: Class 14 contains 84518 members 
Mstep: Class 15 contains 38278 members 
Mstep: Class 16 contains 69563 members 
Mstep: Class 17 contains 143160 members 
Mstep: Class 18 contains 30549 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163790 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18137 members 
Mstep: Class 25 contains 6572 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944544.000000 Penalty: 99736.046875
Iteration 499Q: 30 clusters Score -1.429445e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 152320 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 54171 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 49637 members 
Mstep: Class 7 contains 11064 members 
Mstep: Class 8 contains 34800 members 
Mstep: Class 9 contains 42071 members 
Mstep: Class 10 contains 13987 members 
Mstep: Class 11 contains 36090 members 
Mstep: Class 12 contains 51651 members 
Mstep: Class 14 contains 84518 members 
Mstep: Class 15 contains 38278 members 
Mstep: Class 16 contains 69566 members 
Mstep: Class 17 contains 143162 members 
Mstep: Class 18 contains 30549 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 163782 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 18137 members 
Mstep: Class 25 contains 6572 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944624.000000 Penalty: 99736.046875
Iteration 500F: 30 clusters Score -1.429446e+08 nChanged 16
Maximum iterations exceeded
--- Evaluating fit on full set of 3160532 points ---
Entering Unmasked Estep 
Score: -420402016.000000 Penalty: 107637.281250
21->30 Clusters: Score -420402016.000000, best is -420397504.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1053510 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 49933 members 
Mstep: Class 3 contains 50093 members 
Mstep: Class 4 contains 50177 members 
Mstep: Class 5 contains 50129 members 
Mstep: Class 6 contains 50430 members 
Mstep: Class 7 contains 50038 members 
Mstep: Class 8 contains 50004 members 
Mstep: Class 9 contains 50421 members 
Mstep: Class 10 contains 50208 members 
Mstep: Class 11 contains 50114 members 
Mstep: Class 12 contains 50188 members 
Mstep: Class 13 contains 50601 members 
Mstep: Class 14 contains 49830 members 
Mstep: Class 15 contains 50202 members 
Mstep: Class 16 contains 50338 members 
Mstep: Class 17 contains 49848 members 
Mstep: Class 18 contains 50120 members 
Mstep: Class 19 contains 50069 members 
Mstep: Class 20 contains 50172 members 
Mstep: Class 21 contains 50335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1121.913696 but Gain 3439.171875
Score: -138084256.000000 Penalty: 68783.484375
Iteration 0F: 21 clusters Score -1.380843e+08 nChanged 998664
Entering Unmasked Mstep 
Mstep: Class 0 contains 1170 members 
Mstep: Class 1 contains 89656 members 
Mstep: Class 2 contains 49983 members 
Mstep: Class 3 contains 63461 members 
Mstep: Class 4 contains 40255 members 
Mstep: Class 6 contains 57688 members 
Mstep: Class 7 contains 82922 members 
Mstep: Class 8 contains 33075 members 
Mstep: Class 9 contains 46100 members 
Mstep: Class 10 contains 63353 members 
Mstep: Class 11 contains 30671 members 
Mstep: Class 12 contains 66939 members 
Mstep: Class 13 contains 56740 members 
Mstep: Class 14 contains 39687 members 
Mstep: Class 15 contains 37695 members 
Mstep: Class 16 contains 28171 members 
Mstep: Class 17 contains 26490 members 
Mstep: Class 18 contains 32329 members 
Mstep: Class 19 contains 40534 members 
Mstep: Class 20 contains 127486 members 
Mstep: Class 21 contains 39105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140747472.000000 Penalty: 68783.484375
Iteration 1F: 21 clusters Score -1.407475e+08 nChanged 446527
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 87241 members 
Mstep: Class 2 contains 43610 members 
Mstep: Class 3 contains 98667 members 
Mstep: Class 4 contains 42031 members 
Mstep: Class 6 contains 39062 members 
Mstep: Class 7 contains 150730 members 
Mstep: Class 8 contains 17691 members 
Mstep: Class 9 contains 35418 members 
Mstep: Class 10 contains 64514 members 
Mstep: Class 11 contains 24897 members 
Mstep: Class 12 contains 39994 members 
Mstep: Class 13 contains 54564 members 
Mstep: Class 14 contains 33771 members 
Mstep: Class 15 contains 28338 members 
Mstep: Class 16 contains 17937 members 
Mstep: Class 17 contains 16919 members 
Mstep: Class 18 contains 26060 members 
Mstep: Class 19 contains 37463 members 
Mstep: Class 20 contains 152453 members 
Mstep: Class 21 contains 41929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141768432.000000 Penalty: 68783.484375
Iteration 2F: 21 clusters Score -1.417684e+08 nChanged 307628
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 89526 members 
Mstep: Class 2 contains 41291 members 
Mstep: Class 3 contains 111514 members 
Mstep: Class 4 contains 38367 members 
Mstep: Class 6 contains 24806 members 
Mstep: Class 7 contains 196623 members 
Mstep: Class 8 contains 8811 members 
Mstep: Class 9 contains 23066 members 
Mstep: Class 10 contains 52877 members 
Mstep: Class 11 contains 31186 members 
Mstep: Class 12 contains 22814 members 
Mstep: Class 13 contains 47452 members 
Mstep: Class 14 contains 28707 members 
Mstep: Class 15 contains 19086 members 
Mstep: Class 16 contains 12250 members 
Mstep: Class 17 contains 13183 members 
Mstep: Class 18 contains 22601 members 
Mstep: Class 19 contains 32342 members 
Mstep: Class 20 contains 200911 members 
Mstep: Class 21 contains 35968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142104640.000000 Penalty: 68783.484375
Iteration 3F: 21 clusters Score -1.421046e+08 nChanged 198215
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 89991 members 
Mstep: Class 2 contains 35541 members 
Mstep: Class 3 contains 113263 members 
Mstep: Class 4 contains 34758 members 
Mstep: Class 6 contains 16345 members 
Mstep: Class 7 contains 220462 members 
Mstep: Class 8 contains 5508 members 
Mstep: Class 9 contains 17686 members 
Mstep: Class 10 contains 43805 members 
Mstep: Class 11 contains 38520 members 
Mstep: Class 12 contains 13591 members 
Mstep: Class 13 contains 40291 members 
Mstep: Class 14 contains 26612 members 
Mstep: Class 15 contains 13249 members 
Mstep: Class 16 contains 9513 members 
Mstep: Class 17 contains 13074 members 
Mstep: Class 18 contains 24471 members 
Mstep: Class 19 contains 32304 members 
Mstep: Class 20 contains 233603 members 
Mstep: Class 21 contains 30833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142270432.000000 Penalty: 68783.484375
Iteration 4F: 21 clusters Score -1.422704e+08 nChanged 148269
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 90533 members 
Mstep: Class 2 contains 27490 members 
Mstep: Class 3 contains 113941 members 
Mstep: Class 4 contains 33688 members 
Mstep: Class 6 contains 11496 members 
Mstep: Class 7 contains 233859 members 
Mstep: Class 8 contains 4087 members 
Mstep: Class 9 contains 14766 members 
Mstep: Class 10 contains 38492 members 
Mstep: Class 11 contains 43061 members 
Mstep: Class 12 contains 8911 members 
Mstep: Class 13 contains 35938 members 
Mstep: Class 14 contains 26450 members 
Mstep: Class 15 contains 10067 members 
Mstep: Class 16 contains 7288 members 
Mstep: Class 17 contains 13962 members 
Mstep: Class 18 contains 27949 members 
Mstep: Class 19 contains 35125 members 
Mstep: Class 20 contains 249582 members 
Mstep: Class 21 contains 26769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142372736.000000 Penalty: 68783.484375
Iteration 5F: 21 clusters Score -1.423727e+08 nChanged 119748
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 90538 members 
Mstep: Class 2 contains 20789 members 
Mstep: Class 3 contains 116329 members 
Mstep: Class 4 contains 35332 members 
Mstep: Class 6 contains 8567 members 
Mstep: Class 7 contains 242877 members 
Mstep: Class 8 contains 3358 members 
Mstep: Class 9 contains 12417 members 
Mstep: Class 10 contains 34934 members 
Mstep: Class 11 contains 46085 members 
Mstep: Class 12 contains 6718 members 
Mstep: Class 13 contains 33416 members 
Mstep: Class 14 contains 27398 members 
Mstep: Class 15 contains 8854 members 
Mstep: Class 16 contains 5880 members 
Mstep: Class 17 contains 14922 members 
Mstep: Class 18 contains 31430 members 
Mstep: Class 19 contains 37856 members 
Mstep: Class 20 contains 252200 members 
Mstep: Class 21 contains 23582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142451008.000000 Penalty: 68783.484375
Iteration 6F: 21 clusters Score -1.42451e+08 nChanged 98014
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 89798 members 
Mstep: Class 2 contains 16310 members 
Mstep: Class 3 contains 121258 members 
Mstep: Class 4 contains 38106 members 
Mstep: Class 6 contains 6729 members 
Mstep: Class 7 contains 248937 members 
Mstep: Class 8 contains 2921 members 
Mstep: Class 9 contains 11091 members 
Mstep: Class 10 contains 32855 members 
Mstep: Class 11 contains 48125 members 
Mstep: Class 12 contains 5830 members 
Mstep: Class 13 contains 32236 members 
Mstep: Class 14 contains 28899 members 
Mstep: Class 15 contains 9145 members 
Mstep: Class 16 contains 5893 members 
Mstep: Class 17 contains 15431 members 
Mstep: Class 18 contains 34038 members 
Mstep: Class 19 contains 39632 members 
Mstep: Class 20 contains 244837 members 
Mstep: Class 21 contains 21424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3329.102783 but Gain 3439.175781
Score: -142515520.000000 Penalty: 65344.308594
Iteration 7F: 20 clusters Score -1.425155e+08 nChanged 89239
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 89123 members 
Mstep: Class 2 contains 13486 members 
Mstep: Class 3 contains 130450 members 
Mstep: Class 4 contains 41068 members 
Mstep: Class 6 contains 5616 members 
Mstep: Class 7 contains 247744 members 
Mstep: Class 9 contains 10708 members 
Mstep: Class 10 contains 32046 members 
Mstep: Class 11 contains 49918 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 32116 members 
Mstep: Class 14 contains 31034 members 
Mstep: Class 15 contains 10823 members 
Mstep: Class 16 contains 6667 members 
Mstep: Class 17 contains 15902 members 
Mstep: Class 18 contains 35623 members 
Mstep: Class 19 contains 40632 members 
Mstep: Class 20 contains 235078 members 
Mstep: Class 21 contains 20008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142578688.000000 Penalty: 65344.308594
Iteration 8F: 20 clusters Score -1.425787e+08 nChanged 80844
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 87692 members 
Mstep: Class 2 contains 11469 members 
Mstep: Class 3 contains 143815 members 
Mstep: Class 4 contains 44041 members 
Mstep: Class 6 contains 4812 members 
Mstep: Class 7 contains 240217 members 
Mstep: Class 9 contains 10622 members 
Mstep: Class 10 contains 31892 members 
Mstep: Class 11 contains 51958 members 
Mstep: Class 12 contains 5626 members 
Mstep: Class 13 contains 32583 members 
Mstep: Class 14 contains 33237 members 
Mstep: Class 15 contains 13615 members 
Mstep: Class 16 contains 7113 members 
Mstep: Class 17 contains 16110 members 
Mstep: Class 18 contains 36510 members 
Mstep: Class 19 contains 40755 members 
Mstep: Class 20 contains 222212 members 
Mstep: Class 21 contains 19217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142629120.000000 Penalty: 65344.308594
Iteration 9F: 20 clusters Score -1.426291e+08 nChanged 74371
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 85688 members 
Mstep: Class 2 contains 10074 members 
Mstep: Class 3 contains 159222 members 
Mstep: Class 4 contains 47091 members 
Mstep: Class 6 contains 4270 members 
Mstep: Class 7 contains 230860 members 
Mstep: Class 9 contains 10837 members 
Mstep: Class 10 contains 32190 members 
Mstep: Class 11 contains 53799 members 
Mstep: Class 12 contains 6043 members 
Mstep: Class 13 contains 33243 members 
Mstep: Class 14 contains 35793 members 
Mstep: Class 15 contains 16892 members 
Mstep: Class 16 contains 7296 members 
Mstep: Class 17 contains 16451 members 
Mstep: Class 18 contains 36947 members 
Mstep: Class 19 contains 40058 members 
Mstep: Class 20 contains 207829 members 
Mstep: Class 21 contains 18914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142663472.000000 Penalty: 65344.308594
Iteration 10F: 20 clusters Score -1.426635e+08 nChanged 69146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 83605 members 
Mstep: Class 2 contains 9062 members 
Mstep: Class 3 contains 174011 members 
Mstep: Class 4 contains 50236 members 
Mstep: Class 6 contains 3928 members 
Mstep: Class 7 contains 221296 members 
Mstep: Class 9 contains 11223 members 
Mstep: Class 10 contains 32825 members 
Mstep: Class 11 contains 55219 members 
Mstep: Class 12 contains 6428 members 
Mstep: Class 13 contains 34096 members 
Mstep: Class 14 contains 38512 members 
Mstep: Class 15 contains 20263 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 17 contains 16911 members 
Mstep: Class 18 contains 37042 members 
Mstep: Class 19 contains 38980 members 
Mstep: Class 20 contains 193384 members 
Mstep: Class 21 contains 19085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142691744.000000 Penalty: 65344.308594
Iteration 11F: 20 clusters Score -1.426917e+08 nChanged 59968
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 81087 members 
Mstep: Class 2 contains 8225 members 
Mstep: Class 3 contains 186674 members 
Mstep: Class 4 contains 53351 members 
Mstep: Class 6 contains 3712 members 
Mstep: Class 7 contains 214346 members 
Mstep: Class 9 contains 11628 members 
Mstep: Class 10 contains 33937 members 
Mstep: Class 11 contains 56270 members 
Mstep: Class 12 contains 6695 members 
Mstep: Class 13 contains 35079 members 
Mstep: Class 14 contains 40992 members 
Mstep: Class 15 contains 23356 members 
Mstep: Class 16 contains 7414 members 
Mstep: Class 17 contains 17555 members 
Mstep: Class 18 contains 37055 members 
Mstep: Class 19 contains 37589 members 
Mstep: Class 20 contains 179010 members 
Mstep: Class 21 contains 19522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142709552.000000 Penalty: 65344.308594
Iteration 12F: 20 clusters Score -1.427096e+08 nChanged 51764
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 78358 members 
Mstep: Class 2 contains 7509 members 
Mstep: Class 3 contains 195010 members 
Mstep: Class 4 contains 56234 members 
Mstep: Class 6 contains 3528 members 
Mstep: Class 7 contains 210710 members 
Mstep: Class 9 contains 12052 members 
Mstep: Class 10 contains 35519 members 
Mstep: Class 11 contains 56960 members 
Mstep: Class 12 contains 6856 members 
Mstep: Class 13 contains 36009 members 
Mstep: Class 14 contains 43257 members 
Mstep: Class 15 contains 26040 members 
Mstep: Class 16 contains 7413 members 
Mstep: Class 17 contains 18201 members 
Mstep: Class 18 contains 37029 members 
Mstep: Class 19 contains 36215 members 
Mstep: Class 20 contains 166267 members 
Mstep: Class 21 contains 20330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142724240.000000 Penalty: 65344.308594
Iteration 13Q: 20 clusters Score -1.427242e+08 nChanged 45056
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75690 members 
Mstep: Class 2 contains 6858 members 
Mstep: Class 3 contains 199979 members 
Mstep: Class 4 contains 58769 members 
Mstep: Class 6 contains 3361 members 
Mstep: Class 7 contains 209150 members 
Mstep: Class 9 contains 12435 members 
Mstep: Class 10 contains 37442 members 
Mstep: Class 11 contains 57297 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 36637 members 
Mstep: Class 14 contains 45175 members 
Mstep: Class 15 contains 28529 members 
Mstep: Class 16 contains 7395 members 
Mstep: Class 17 contains 18865 members 
Mstep: Class 18 contains 37021 members 
Mstep: Class 19 contains 35024 members 
Mstep: Class 20 contains 155550 members 
Mstep: Class 21 contains 21330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142738304.000000 Penalty: 65344.308594
Iteration 14Q: 20 clusters Score -1.427383e+08 nChanged 39822
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 6285 members 
Mstep: Class 3 contains 203648 members 
Mstep: Class 4 contains 61027 members 
Mstep: Class 6 contains 3199 members 
Mstep: Class 7 contains 208231 members 
Mstep: Class 9 contains 12724 members 
Mstep: Class 10 contains 39829 members 
Mstep: Class 11 contains 57389 members 
Mstep: Class 12 contains 7110 members 
Mstep: Class 13 contains 36947 members 
Mstep: Class 14 contains 46642 members 
Mstep: Class 15 contains 30806 members 
Mstep: Class 16 contains 7377 members 
Mstep: Class 17 contains 19520 members 
Mstep: Class 18 contains 37075 members 
Mstep: Class 19 contains 34069 members 
Mstep: Class 20 contains 145991 members 
Mstep: Class 21 contains 22465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142750816.000000 Penalty: 65344.308594
Iteration 15Q: 20 clusters Score -1.427508e+08 nChanged 36519
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 70748 members 
Mstep: Class 2 contains 5793 members 
Mstep: Class 3 contains 206304 members 
Mstep: Class 4 contains 62952 members 
Mstep: Class 6 contains 3038 members 
Mstep: Class 7 contains 208177 members 
Mstep: Class 9 contains 12933 members 
Mstep: Class 10 contains 42581 members 
Mstep: Class 11 contains 57280 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 13 contains 37128 members 
Mstep: Class 14 contains 47647 members 
Mstep: Class 15 contains 32878 members 
Mstep: Class 16 contains 7358 members 
Mstep: Class 17 contains 20163 members 
Mstep: Class 18 contains 37158 members 
Mstep: Class 19 contains 33350 members 
Mstep: Class 20 contains 136943 members 
Mstep: Class 21 contains 23723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142762064.000000 Penalty: 65344.308594
Iteration 16Q: 20 clusters Score -1.427621e+08 nChanged 34079
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68475 members 
Mstep: Class 2 contains 5362 members 
Mstep: Class 3 contains 208026 members 
Mstep: Class 4 contains 64638 members 
Mstep: Class 6 contains 2876 members 
Mstep: Class 7 contains 208532 members 
Mstep: Class 9 contains 13051 members 
Mstep: Class 10 contains 45616 members 
Mstep: Class 11 contains 57073 members 
Mstep: Class 12 contains 7598 members 
Mstep: Class 13 contains 37166 members 
Mstep: Class 14 contains 48471 members 
Mstep: Class 15 contains 34739 members 
Mstep: Class 16 contains 7336 members 
Mstep: Class 17 contains 20873 members 
Mstep: Class 18 contains 37227 members 
Mstep: Class 19 contains 32813 members 
Mstep: Class 20 contains 128529 members 
Mstep: Class 21 contains 25096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142771376.000000 Penalty: 65344.308594
Iteration 17Q: 20 clusters Score -1.427714e+08 nChanged 32164
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 209222 members 
Mstep: Class 4 contains 66066 members 
Mstep: Class 6 contains 2743 members 
Mstep: Class 7 contains 209220 members 
Mstep: Class 9 contains 13062 members 
Mstep: Class 10 contains 48921 members 
Mstep: Class 11 contains 56835 members 
Mstep: Class 12 contains 7795 members 
Mstep: Class 13 contains 37107 members 
Mstep: Class 14 contains 49082 members 
Mstep: Class 15 contains 36427 members 
Mstep: Class 16 contains 7299 members 
Mstep: Class 17 contains 21557 members 
Mstep: Class 18 contains 37337 members 
Mstep: Class 19 contains 32578 members 
Mstep: Class 20 contains 120458 members 
Mstep: Class 21 contains 26462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142779072.000000 Penalty: 65344.308594
Iteration 18Q: 20 clusters Score -1.427791e+08 nChanged 30585
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 64282 members 
Mstep: Class 2 contains 4729 members 
Mstep: Class 3 contains 210124 members 
Mstep: Class 4 contains 67178 members 
Mstep: Class 6 contains 2640 members 
Mstep: Class 7 contains 210417 members 
Mstep: Class 9 contains 12997 members 
Mstep: Class 10 contains 52519 members 
Mstep: Class 11 contains 56639 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 36868 members 
Mstep: Class 14 contains 49434 members 
Mstep: Class 15 contains 38005 members 
Mstep: Class 16 contains 7294 members 
Mstep: Class 17 contains 22229 members 
Mstep: Class 18 contains 37515 members 
Mstep: Class 19 contains 32444 members 
Mstep: Class 20 contains 112536 members 
Mstep: Class 21 contains 27785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142787600.000000 Penalty: 65344.308594
Iteration 19Q: 20 clusters Score -1.427876e+08 nChanged 29319
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 62419 members 
Mstep: Class 2 contains 4525 members 
Mstep: Class 3 contains 210448 members 
Mstep: Class 4 contains 68120 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 211625 members 
Mstep: Class 9 contains 12880 members 
Mstep: Class 10 contains 56369 members 
Mstep: Class 11 contains 56414 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 36603 members 
Mstep: Class 14 contains 49744 members 
Mstep: Class 15 contains 39463 members 
Mstep: Class 16 contains 7292 members 
Mstep: Class 17 contains 22818 members 
Mstep: Class 18 contains 37755 members 
Mstep: Class 19 contains 32571 members 
Mstep: Class 20 contains 105018 members 
Mstep: Class 21 contains 29015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142795744.000000 Penalty: 65344.308594
Iteration 20F: 20 clusters Score -1.427957e+08 nChanged 28431
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 60662 members 
Mstep: Class 2 contains 4073 members 
Mstep: Class 3 contains 210598 members 
Mstep: Class 4 contains 68819 members 
Mstep: Class 6 contains 2333 members 
Mstep: Class 7 contains 212827 members 
Mstep: Class 9 contains 12870 members 
Mstep: Class 10 contains 60382 members 
Mstep: Class 11 contains 56169 members 
Mstep: Class 12 contains 8146 members 
Mstep: Class 13 contains 36430 members 
Mstep: Class 14 contains 49960 members 
Mstep: Class 15 contains 40777 members 
Mstep: Class 16 contains 7281 members 
Mstep: Class 17 contains 23402 members 
Mstep: Class 18 contains 37951 members 
Mstep: Class 19 contains 32903 members 
Mstep: Class 20 contains 97741 members 
Mstep: Class 21 contains 30174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805568.000000 Penalty: 65344.308594
Iteration 21Q: 20 clusters Score -1.428056e+08 nChanged 28117
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 59036 members 
Mstep: Class 2 contains 3710 members 
Mstep: Class 3 contains 210507 members 
Mstep: Class 4 contains 69407 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 213735 members 
Mstep: Class 9 contains 12688 members 
Mstep: Class 10 contains 64635 members 
Mstep: Class 11 contains 55933 members 
Mstep: Class 12 contains 8230 members 
Mstep: Class 13 contains 36214 members 
Mstep: Class 14 contains 50192 members 
Mstep: Class 15 contains 42055 members 
Mstep: Class 16 contains 7283 members 
Mstep: Class 17 contains 23826 members 
Mstep: Class 18 contains 38210 members 
Mstep: Class 19 contains 33565 members 
Mstep: Class 20 contains 90723 members 
Mstep: Class 21 contains 31389 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 22Q: 20 clusters Score -1.42814e+08 nChanged 27357
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 57480 members 
Mstep: Class 2 contains 3403 members 
Mstep: Class 3 contains 209891 members 
Mstep: Class 4 contains 69887 members 
Mstep: Class 6 contains 2035 members 
Mstep: Class 7 contains 214676 members 
Mstep: Class 9 contains 12437 members 
Mstep: Class 10 contains 69110 members 
Mstep: Class 11 contains 55773 members 
Mstep: Class 12 contains 8135 members 
Mstep: Class 13 contains 36055 members 
Mstep: Class 14 contains 50303 members 
Mstep: Class 15 contains 43206 members 
Mstep: Class 16 contains 7301 members 
Mstep: Class 17 contains 24162 members 
Mstep: Class 18 contains 38482 members 
Mstep: Class 19 contains 34427 members 
Mstep: Class 20 contains 84229 members 
Mstep: Class 21 contains 32506 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 23Q: 20 clusters Score -1.428231e+08 nChanged 26798
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 56011 members 
Mstep: Class 2 contains 3162 members 
Mstep: Class 3 contains 208710 members 
Mstep: Class 4 contains 70300 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 215605 members 
Mstep: Class 9 contains 12125 members 
Mstep: Class 10 contains 73756 members 
Mstep: Class 11 contains 55677 members 
Mstep: Class 12 contains 7993 members 
Mstep: Class 13 contains 35916 members 
Mstep: Class 14 contains 50461 members 
Mstep: Class 15 contains 44344 members 
Mstep: Class 16 contains 7334 members 
Mstep: Class 17 contains 24441 members 
Mstep: Class 18 contains 38729 members 
Mstep: Class 19 contains 35434 members 
Mstep: Class 20 contains 77925 members 
Mstep: Class 21 contains 33622 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 24Q: 20 clusters Score -1.428301e+08 nChanged 26144
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 54501 members 
Mstep: Class 2 contains 2933 members 
Mstep: Class 3 contains 206864 members 
Mstep: Class 4 contains 70606 members 
Mstep: Class 6 contains 1905 members 
Mstep: Class 7 contains 216547 members 
Mstep: Class 9 contains 11828 members 
Mstep: Class 10 contains 78689 members 
Mstep: Class 11 contains 55575 members 
Mstep: Class 12 contains 7766 members 
Mstep: Class 13 contains 35905 members 
Mstep: Class 14 contains 50659 members 
Mstep: Class 15 contains 45430 members 
Mstep: Class 16 contains 7400 members 
Mstep: Class 17 contains 24654 members 
Mstep: Class 18 contains 39019 members 
Mstep: Class 19 contains 36475 members 
Mstep: Class 20 contains 72101 members 
Mstep: Class 21 contains 34641 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 25Q: 20 clusters Score -1.428367e+08 nChanged 25549
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 2746 members 
Mstep: Class 3 contains 204083 members 
Mstep: Class 4 contains 70886 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 217582 members 
Mstep: Class 9 contains 11544 members 
Mstep: Class 10 contains 83869 members 
Mstep: Class 11 contains 55460 members 
Mstep: Class 12 contains 7520 members 
Mstep: Class 13 contains 35962 members 
Mstep: Class 14 contains 50867 members 
Mstep: Class 15 contains 46458 members 
Mstep: Class 16 contains 7453 members 
Mstep: Class 17 contains 24795 members 
Mstep: Class 18 contains 39329 members 
Mstep: Class 19 contains 37564 members 
Mstep: Class 20 contains 66831 members 
Mstep: Class 21 contains 35622 members 
Entering Unmasked Estep 
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Iteration 26Q: 20 clusters Score -1.428444e+08 nChanged 24609
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 51653 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 200903 members 
Mstep: Class 4 contains 71151 members 
Mstep: Class 6 contains 1873 members 
Mstep: Class 7 contains 218314 members 
Mstep: Class 9 contains 11258 members 
Mstep: Class 10 contains 89244 members 
Mstep: Class 11 contains 55354 members 
Mstep: Class 12 contains 7227 members 
Mstep: Class 13 contains 36202 members 
Mstep: Class 14 contains 51042 members 
Mstep: Class 15 contains 47441 members 
Mstep: Class 16 contains 7514 members 
Mstep: Class 17 contains 24934 members 
Mstep: Class 18 contains 39637 members 
Mstep: Class 19 contains 38737 members 
Mstep: Class 20 contains 61934 members 
Mstep: Class 21 contains 36474 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 27Q: 20 clusters Score -1.42851e+08 nChanged 23396
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 2496 members 
Mstep: Class 3 contains 197242 members 
Mstep: Class 4 contains 71308 members 
Mstep: Class 6 contains 1874 members 
Mstep: Class 7 contains 218868 members 
Mstep: Class 9 contains 11019 members 
Mstep: Class 10 contains 94729 members 
Mstep: Class 11 contains 55226 members 
Mstep: Class 12 contains 6991 members 
Mstep: Class 13 contains 36493 members 
Mstep: Class 14 contains 51230 members 
Mstep: Class 15 contains 48397 members 
Mstep: Class 16 contains 7589 members 
Mstep: Class 17 contains 25029 members 
Mstep: Class 18 contains 39935 members 
Mstep: Class 19 contains 39926 members 
Mstep: Class 20 contains 57545 members 
Mstep: Class 21 contains 37183 members 
Entering Unmasked Estep 
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Iteration 28Q: 20 clusters Score -1.428572e+08 nChanged 21984
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 192818 members 
Mstep: Class 4 contains 71466 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 219613 members 
Mstep: Class 9 contains 10856 members 
Mstep: Class 10 contains 100119 members 
Mstep: Class 11 contains 55147 members 
Mstep: Class 12 contains 6767 members 
Mstep: Class 13 contains 36856 members 
Mstep: Class 14 contains 51346 members 
Mstep: Class 15 contains 49263 members 
Mstep: Class 16 contains 7668 members 
Mstep: Class 17 contains 25087 members 
Mstep: Class 18 contains 40173 members 
Mstep: Class 19 contains 41112 members 
Mstep: Class 20 contains 53831 members 
Mstep: Class 21 contains 37769 members 
Entering Unmasked Estep 
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Iteration 29Q: 20 clusters Score -1.42861e+08 nChanged 20306
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 2313 members 
Mstep: Class 3 contains 188204 members 
Mstep: Class 4 contains 71550 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 219929 members 
Mstep: Class 9 contains 10708 members 
Mstep: Class 10 contains 105680 members 
Mstep: Class 11 contains 55024 members 
Mstep: Class 12 contains 6568 members 
Mstep: Class 13 contains 37194 members 
Mstep: Class 14 contains 51466 members 
Mstep: Class 15 contains 50096 members 
Mstep: Class 16 contains 7756 members 
Mstep: Class 17 contains 25096 members 
Mstep: Class 18 contains 40412 members 
Mstep: Class 19 contains 42226 members 
Mstep: Class 20 contains 50787 members 
Mstep: Class 21 contains 38236 members 
Entering Unmasked Estep 
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Iteration 30Q: 20 clusters Score -1.428657e+08 nChanged 18751
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 183833 members 
Mstep: Class 4 contains 71543 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 219766 members 
Mstep: Class 9 contains 10576 members 
Mstep: Class 10 contains 111094 members 
Mstep: Class 11 contains 54926 members 
Mstep: Class 12 contains 6384 members 
Mstep: Class 13 contains 37516 members 
Mstep: Class 14 contains 51532 members 
Mstep: Class 15 contains 50975 members 
Mstep: Class 16 contains 7851 members 
Mstep: Class 17 contains 25064 members 
Mstep: Class 18 contains 40605 members 
Mstep: Class 19 contains 43352 members 
Mstep: Class 20 contains 48166 members 
Mstep: Class 21 contains 38658 members 
Entering Unmasked Estep 
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Iteration 31Q: 20 clusters Score -1.428693e+08 nChanged 17255
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 2214 members 
Mstep: Class 3 contains 179471 members 
Mstep: Class 4 contains 71475 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 219613 members 
Mstep: Class 9 contains 10479 members 
Mstep: Class 10 contains 116444 members 
Mstep: Class 11 contains 54824 members 
Mstep: Class 12 contains 6264 members 
Mstep: Class 13 contains 37771 members 
Mstep: Class 14 contains 51531 members 
Mstep: Class 15 contains 51809 members 
Mstep: Class 16 contains 7943 members 
Mstep: Class 17 contains 24985 members 
Mstep: Class 18 contains 40782 members 
Mstep: Class 19 contains 44353 members 
Mstep: Class 20 contains 45977 members 
Mstep: Class 21 contains 38932 members 
Entering Unmasked Estep 
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Iteration 32Q: 20 clusters Score -1.428724e+08 nChanged 15958
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 2188 members 
Mstep: Class 3 contains 175115 members 
Mstep: Class 4 contains 71351 members 
Mstep: Class 6 contains 1873 members 
Mstep: Class 7 contains 219358 members 
Mstep: Class 9 contains 10361 members 
Mstep: Class 10 contains 121693 members 
Mstep: Class 11 contains 54783 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 37997 members 
Mstep: Class 14 contains 51472 members 
Mstep: Class 15 contains 52551 members 
Mstep: Class 16 contains 8024 members 
Mstep: Class 17 contains 24913 members 
Mstep: Class 18 contains 40916 members 
Mstep: Class 19 contains 45288 members 
Mstep: Class 20 contains 44186 members 
Mstep: Class 21 contains 39157 members 
Entering Unmasked Estep 
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Iteration 33Q: 20 clusters Score -1.428757e+08 nChanged 15355
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 2163 members 
Mstep: Class 3 contains 170658 members 
Mstep: Class 4 contains 71251 members 
Mstep: Class 6 contains 1868 members 
Mstep: Class 7 contains 218667 members 
Mstep: Class 9 contains 10342 members 
Mstep: Class 10 contains 127045 members 
Mstep: Class 11 contains 54827 members 
Mstep: Class 12 contains 6176 members 
Mstep: Class 13 contains 38162 members 
Mstep: Class 14 contains 51408 members 
Mstep: Class 15 contains 53261 members 
Mstep: Class 16 contains 8111 members 
Mstep: Class 17 contains 24797 members 
Mstep: Class 18 contains 40999 members 
Mstep: Class 19 contains 46140 members 
Mstep: Class 20 contains 42752 members 
Mstep: Class 21 contains 39365 members 
Entering Unmasked Estep 
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Iteration 34Q: 20 clusters Score -1.42878e+08 nChanged 14498
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 2147 members 
Mstep: Class 3 contains 166282 members 
Mstep: Class 4 contains 71128 members 
Mstep: Class 6 contains 1864 members 
Mstep: Class 7 contains 218033 members 
Mstep: Class 9 contains 10353 members 
Mstep: Class 10 contains 132087 members 
Mstep: Class 11 contains 54905 members 
Mstep: Class 12 contains 6180 members 
Mstep: Class 13 contains 38258 members 
Mstep: Class 14 contains 51349 members 
Mstep: Class 15 contains 53827 members 
Mstep: Class 16 contains 8196 members 
Mstep: Class 17 contains 24655 members 
Mstep: Class 18 contains 41057 members 
Mstep: Class 19 contains 46952 members 
Mstep: Class 20 contains 41660 members 
Mstep: Class 21 contains 39579 members 
Entering Unmasked Estep 
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Iteration 35Q: 20 clusters Score -1.428798e+08 nChanged 13770
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 2142 members 
Mstep: Class 3 contains 162242 members 
Mstep: Class 4 contains 70949 members 
Mstep: Class 6 contains 1861 members 
Mstep: Class 7 contains 217227 members 
Mstep: Class 9 contains 10347 members 
Mstep: Class 10 contains 136962 members 
Mstep: Class 11 contains 55011 members 
Mstep: Class 12 contains 6160 members 
Mstep: Class 13 contains 38311 members 
Mstep: Class 14 contains 51285 members 
Mstep: Class 15 contains 54303 members 
Mstep: Class 16 contains 8271 members 
Mstep: Class 17 contains 24498 members 
Mstep: Class 18 contains 41115 members 
Mstep: Class 19 contains 47693 members 
Mstep: Class 20 contains 40876 members 
Mstep: Class 21 contains 39760 members 
Entering Unmasked Estep 
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Iteration 36Q: 20 clusters Score -1.428822e+08 nChanged 12728
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 2139 members 
Mstep: Class 3 contains 158605 members 
Mstep: Class 4 contains 70777 members 
Mstep: Class 6 contains 1863 members 
Mstep: Class 7 contains 216447 members 
Mstep: Class 9 contains 10371 members 
Mstep: Class 10 contains 141435 members 
Mstep: Class 11 contains 55131 members 
Mstep: Class 12 contains 6160 members 
Mstep: Class 13 contains 38297 members 
Mstep: Class 14 contains 51217 members 
Mstep: Class 15 contains 54695 members 
Mstep: Class 16 contains 8328 members 
Mstep: Class 17 contains 24335 members 
Mstep: Class 18 contains 41135 members 
Mstep: Class 19 contains 48342 members 
Mstep: Class 20 contains 40282 members 
Mstep: Class 21 contains 39892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142883872.000000 Penalty: 65344.308594
Iteration 37Q: 20 clusters Score -1.428839e+08 nChanged 11722
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 2135 members 
Mstep: Class 3 contains 155459 members 
Mstep: Class 4 contains 70572 members 
Mstep: Class 6 contains 1864 members 
Mstep: Class 7 contains 215838 members 
Mstep: Class 9 contains 10415 members 
Mstep: Class 10 contains 145284 members 
Mstep: Class 11 contains 55247 members 
Mstep: Class 12 contains 6184 members 
Mstep: Class 13 contains 38189 members 
Mstep: Class 14 contains 51122 members 
Mstep: Class 15 contains 55042 members 
Mstep: Class 16 contains 8389 members 
Mstep: Class 17 contains 24159 members 
Mstep: Class 18 contains 41149 members 
Mstep: Class 19 contains 48981 members 
Mstep: Class 20 contains 39846 members 
Mstep: Class 21 contains 39991 members 
Entering Unmasked Estep 
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Iteration 38Q: 20 clusters Score -1.428857e+08 nChanged 10785
Entering ConstructFrom: 
Score: -142885712.000000 Penalty: 65344.308594
Entering ConstructFrom: 
Trying to split cluster 1 (43292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Entering Unmasked Estep 
Score: -5824597.000000 Penalty: 2647.579346
	Iteration 0F: 2 clusters Score -5824597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -5795308.000000 Penalty: 5295.158691
	Iteration 0F: 3 clusters Score -5795308 nChanged 19833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5806126 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -5806638.500000 Penalty: 5295.158691
	Iteration 2Q: 3 clusters Score -5806638 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -5807214.000000 Penalty: 5295.158691
	Iteration 3Q: 3 clusters Score -5807214 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -5807866.000000 Penalty: 5295.158691
	Iteration 4Q: 3 clusters Score -5807866 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -5808804.500000 Penalty: 5295.158691
	Iteration 5Q: 3 clusters Score -5808804 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -5810317.000000 Penalty: 5295.158691
	Iteration 6F: 3 clusters Score -5810317 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -5812459.000000 Penalty: 5295.158691
	Iteration 7F: 3 clusters Score -5812459 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -5814975.000000 Penalty: 5295.158691
	Iteration 8F: 3 clusters Score -5814975 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -5817557.000000 Penalty: 5295.158691
	Iteration 9F: 3 clusters Score -5817557 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -5819804.500000 Penalty: 5295.158691
	Iteration 10F: 3 clusters Score -5819804 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5821251.500000 Penalty: 5295.158691
	Iteration 11Q: 3 clusters Score -5821252 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5821859.500000 Penalty: 5295.158691
	Iteration 12Q: 3 clusters Score -5821860 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5822150.500000 Penalty: 5295.158691
	Iteration 13Q: 3 clusters Score -5822150 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5822296.500000 Penalty: 5295.158691
	Iteration 14Q: 3 clusters Score -5822296 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5822387.500000 Penalty: 5295.158691
	Iteration 15Q: 3 clusters Score -5822388 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5822437.000000 Penalty: 5295.158691
	Iteration 16Q: 3 clusters Score -5822437 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5822478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5822519.000000 Penalty: 5295.158691
	Iteration 18Q: 3 clusters Score -5822519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5822540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5822584.500000 Penalty: 5295.158691
	Iteration 20F: 3 clusters Score -5822584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5822648.500000 Penalty: 5295.158691
	Iteration 21Q: 3 clusters Score -5822648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5822702.000000 Penalty: 5295.158691
	Iteration 22Q: 3 clusters Score -5822702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5822721.000000 Penalty: 5295.158691
	Iteration 23Q: 3 clusters Score -5822721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5822746.500000 Penalty: 5295.158691
	Iteration 24Q: 3 clusters Score -5822746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5822755.000000 Penalty: 5295.158691
	Iteration 25Q: 3 clusters Score -5822755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5822768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5822772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5822782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5822782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
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	Iteration 30F: 3 clusters Score -5822804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5822813.000000 Penalty: 5295.158691
	Iteration 31Q: 3 clusters Score -5822813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5822839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5822902.000000 Penalty: 5295.158691
	Iteration 33Q: 3 clusters Score -5822902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5822980.500000 Penalty: 5295.158691
	Iteration 34Q: 3 clusters Score -5822980 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5823093.500000 Penalty: 5295.158691
	Iteration 35Q: 3 clusters Score -5823094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5823154.500000 Penalty: 5295.158691
	Iteration 36Q: 3 clusters Score -5823154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5823187.000000 Penalty: 5295.158691
	Iteration 37Q: 3 clusters Score -5823187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5823198.500000 Penalty: 5295.158691
	Iteration 38Q: 3 clusters Score -5823198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5823212.500000 Penalty: 5295.158691
	Iteration 39Q: 3 clusters Score -5823212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5823694.000000 Penalty: 5295.158691
	Iteration 40F: 3 clusters Score -5823694 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5824440.000000 Penalty: 5295.158691
	Iteration 41Q: 3 clusters Score -5824440 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5824821.000000 Penalty: 5295.158691
	Iteration 42Q: 3 clusters Score -5824821 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5825037.500000 Penalty: 5295.158691
	Iteration 43Q: 3 clusters Score -5825038 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5825133.500000 Penalty: 5295.158691
	Iteration 44Q: 3 clusters Score -5825134 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5825222.000000 Penalty: 5295.158691
	Iteration 45Q: 3 clusters Score -5825222 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5825274.500000 Penalty: 5295.158691
	Iteration 46Q: 3 clusters Score -5825274 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5825290.000000 Penalty: 5295.158691
	Iteration 47Q: 3 clusters Score -5825290 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5825326.000000 Penalty: 5295.158691
	Iteration 48Q: 3 clusters Score -5825326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5825321.000000 Penalty: 5295.158691
	Iteration 49Q: 3 clusters Score -5825321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5825328.000000 Penalty: 5295.158691
	Iteration 50Q: 3 clusters Score -5825328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5825340.500000 Penalty: 5295.158691
	Iteration 51Q: 3 clusters Score -5825340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5825339.000000 Penalty: 5295.158691
	Iteration 52Q: 3 clusters Score -5825339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5825343.500000 Penalty: 5295.158691
	Iteration 53Q: 3 clusters Score -5825344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5825348.500000 Penalty: 5295.158691
	Iteration 54Q: 3 clusters Score -5825348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5825358.000000 Penalty: 5295.158691
	Iteration 55Q: 3 clusters Score -5825358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5825369.000000 Penalty: 5295.158691
	Iteration 56Q: 3 clusters Score -5825369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5825363.500000 Penalty: 5295.158691
	Iteration 57Q: 3 clusters Score -5825364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5825368.000000 Penalty: 5295.158691
	Iteration 58Q: 3 clusters Score -5825368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5825365.000000 Penalty: 5295.158691
	Iteration 59Q: 3 clusters Score -5825365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5825444.000000 Penalty: 5295.158691
	Iteration 60F: 3 clusters Score -5825444 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5825466.500000 Penalty: 5295.158691
	Iteration 61Q: 3 clusters Score -5825466 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5825498.500000 Penalty: 5295.158691
	Iteration 62Q: 3 clusters Score -5825498 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5825514.000000 Penalty: 5295.158691
	Iteration 63Q: 3 clusters Score -5825514 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5825531.000000 Penalty: 5295.158691
	Iteration 64Q: 3 clusters Score -5825531 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5825540.500000 Penalty: 5295.158691
	Iteration 65Q: 3 clusters Score -5825540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5825544.500000 Penalty: 5295.158691
	Iteration 66Q: 3 clusters Score -5825544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5825562.000000 Penalty: 5295.158691
	Iteration 67Q: 3 clusters Score -5825562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5825556.500000 Penalty: 5295.158691
	Iteration 68Q: 3 clusters Score -5825556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5825555.000000 Penalty: 5295.158691
	Iteration 69Q: 3 clusters Score -5825555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5825557.500000 Penalty: 5295.158691
	Iteration 70Q: 3 clusters Score -5825558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5825561.000000 Penalty: 5295.158691
	Iteration 71Q: 3 clusters Score -5825561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5825557.000000 Penalty: 5295.158691
	Iteration 72Q: 3 clusters Score -5825557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5825566.500000 Penalty: 5295.158691
	Iteration 73Q: 3 clusters Score -5825566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5825568.500000 Penalty: 5295.158691
	Iteration 74Q: 3 clusters Score -5825568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5825572.000000 Penalty: 5295.158691
	Iteration 75Q: 3 clusters Score -5825572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5825571.500000 Penalty: 5295.158691
	Iteration 76Q: 3 clusters Score -5825572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5825568.000000 Penalty: 5295.158691
	Iteration 77Q: 3 clusters Score -5825568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5825568.000000 Penalty: 5295.158691
	Iteration 78F: 3 clusters Score -5825568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 2131 members 
Mstep: Class 3 contains 152856 members 
Mstep: Class 4 contains 70350 members 
Mstep: Class 5 contains 1532 members 
Mstep: Class 6 contains 1864 members 
Mstep: Class 7 contains 215451 members 
Mstep: Class 9 contains 10471 members 
Mstep: Class 10 contains 148363 members 
Mstep: Class 11 contains 55327 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 37981 members 
Mstep: Class 14 contains 51045 members 
Mstep: Class 15 contains 55350 members 
Mstep: Class 16 contains 8434 members 
Mstep: Class 17 contains 23984 members 
Mstep: Class 18 contains 41168 members 
Mstep: Class 19 contains 49635 members 
Mstep: Class 20 contains 39560 members 
Mstep: Class 21 contains 40036 members 
Entering Unmasked Estep 
Score: -142886496.000000 Penalty: 68783.484375
Splitting cluster 1 changes total score from -142885712.000000 to -142886496.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (2131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Entering Unmasked Estep 
Score: -272225.562500 Penalty: 1900.757935
	Iteration 0F: 2 clusters Score -272225.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -269580.750000 Penalty: 3801.515869
	Iteration 0F: 3 clusters Score -269580.8 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -270464.125000 Penalty: 3801.515869
	Iteration 1F: 3 clusters Score -270464.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -270910.500000 Penalty: 3801.515869
	Iteration 2F: 3 clusters Score -270910.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -271432.125000 Penalty: 3801.515869
	Iteration 3F: 3 clusters Score -271432.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -272212.250000 Penalty: 3801.515869
	Iteration 4F: 3 clusters Score -272212.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -272956.093750 Penalty: 3801.515869
	Iteration 5F: 3 clusters Score -272956.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -273549.843750 Penalty: 3801.515869
	Iteration 6F: 3 clusters Score -273549.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -274024.156250 Penalty: 3801.515869
	Iteration 7Q: 3 clusters Score -274024.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -274734.468750 Penalty: 3801.515869
	Iteration 8Q: 3 clusters Score -274734.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -275468.750000 Penalty: 3801.515869
	Iteration 9Q: 3 clusters Score -275468.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -275758.812500 Penalty: 3801.515869
	Iteration 10Q: 3 clusters Score -275758.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -276072.281250 Penalty: 3801.515869
	Iteration 11Q: 3 clusters Score -276072.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -276245.937500 Penalty: 3801.515869
	Iteration 12Q: 3 clusters Score -276245.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -276260.343750 Penalty: 3801.515869
	Iteration 13Q: 3 clusters Score -276260.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -276261.812500 Penalty: 3801.515869
	Iteration 14Q: 3 clusters Score -276261.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -276261.812500 Penalty: 3801.515869
	Iteration 15F: 3 clusters Score -276261.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 1259 members 
Mstep: Class 3 contains 152856 members 
Mstep: Class 4 contains 70350 members 
Mstep: Class 5 contains 1532 members 
Mstep: Class 6 contains 1864 members 
Mstep: Class 7 contains 215451 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 10471 members 
Mstep: Class 10 contains 148363 members 
Mstep: Class 11 contains 55327 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 37981 members 
Mstep: Class 14 contains 51045 members 
Mstep: Class 15 contains 55350 members 
Mstep: Class 16 contains 8434 members 
Mstep: Class 17 contains 23984 members 
Mstep: Class 18 contains 41168 members 
Mstep: Class 19 contains 49635 members 
Mstep: Class 20 contains 39560 members 
Mstep: Class 21 contains 40036 members 
Entering Unmasked Estep 
Score: -142888784.000000 Penalty: 72222.656250
Splitting cluster 2 changes total score from -142885712.000000 to -142888784.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 3 (152856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152856 members 
Entering Unmasked Estep 
Score: -21272666.000000 Penalty: 2960.438477
	Iteration 0F: 2 clusters Score -2.127267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76177 members 
Mstep: Class 2 contains 76679 members 
Entering Unmasked Estep 
Score: -21177226.000000 Penalty: 5920.876953
	Iteration 0F: 3 clusters Score -2.117723e+07 nChanged 72923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71468 members 
Mstep: Class 2 contains 81388 members 
Entering Unmasked Estep 
Score: -21218920.000000 Penalty: 5920.876953
	Iteration 1F: 3 clusters Score -2.121892e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68384 members 
Mstep: Class 2 contains 84472 members 
Entering Unmasked Estep 
Score: -21220148.000000 Penalty: 5920.876953
	Iteration 2Q: 3 clusters Score -2.122015e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 89243 members 
Entering Unmasked Estep 
Score: -21222372.000000 Penalty: 5920.876953
	Iteration 3Q: 3 clusters Score -2.122237e+07 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56385 members 
Mstep: Class 2 contains 96471 members 
Entering Unmasked Estep 
Score: -21226498.000000 Penalty: 5920.876953
	Iteration 4F: 3 clusters Score -2.12265e+07 nChanged 11257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 106686 members 
Entering Unmasked Estep 
Score: -21234624.000000 Penalty: 5920.876953
	Iteration 5F: 3 clusters Score -2.123462e+07 nChanged 13800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 119600 members 
Entering Unmasked Estep 
Score: -21246194.000000 Penalty: 5920.876953
	Iteration 6F: 3 clusters Score -2.124619e+07 nChanged 13621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 132915 members 
Entering Unmasked Estep 
Score: -21258800.000000 Penalty: 5920.876953
	Iteration 7F: 3 clusters Score -2.12588e+07 nChanged 9689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 142508 members 
Entering Unmasked Estep 
Score: -21266756.000000 Penalty: 5920.876953
	Iteration 8F: 3 clusters Score -2.126676e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 147171 members 
Entering Unmasked Estep 
Score: -21269956.000000 Penalty: 5920.876953
	Iteration 9Q: 3 clusters Score -2.126996e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 149050 members 
Entering Unmasked Estep 
Score: -21271094.000000 Penalty: 5920.876953
	Iteration 10Q: 3 clusters Score -2.127109e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 149839 members 
Entering Unmasked Estep 
Score: -21271458.000000 Penalty: 5920.876953
	Iteration 11Q: 3 clusters Score -2.127146e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 150237 members 
Entering Unmasked Estep 
Score: -21271542.000000 Penalty: 5920.876953
	Iteration 12Q: 3 clusters Score -2.127154e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 150479 members 
Entering Unmasked Estep 
Score: -21271626.000000 Penalty: 5920.876953
	Iteration 13Q: 3 clusters Score -2.127163e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 150654 members 
Entering Unmasked Estep 
Score: -21271652.000000 Penalty: 5920.876953
	Iteration 14Q: 3 clusters Score -2.127165e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 150759 members 
Entering Unmasked Estep 
Score: -21271652.000000 Penalty: 5920.876953
	Iteration 15Q: 3 clusters Score -2.127165e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 150855 members 
Entering Unmasked Estep 
Score: -21271628.000000 Penalty: 5920.876953
	Iteration 16Q: 3 clusters Score -2.127163e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 150920 members 
Entering Unmasked Estep 
Score: -21271638.000000 Penalty: 5920.876953
	Iteration 17Q: 3 clusters Score -2.127164e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 150975 members 
Entering Unmasked Estep 
Score: -21271618.000000 Penalty: 5920.876953
	Iteration 18Q: 3 clusters Score -2.127162e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 151011 members 
Entering Unmasked Estep 
Score: -21271626.000000 Penalty: 5920.876953
	Iteration 19Q: 3 clusters Score -2.127163e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 151054 members 
Entering Unmasked Estep 
Score: -21271620.000000 Penalty: 5920.876953
	Iteration 20F: 3 clusters Score -2.127162e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 151084 members 
Entering Unmasked Estep 
Score: -21271630.000000 Penalty: 5920.876953
	Iteration 21Q: 3 clusters Score -2.127163e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 151116 members 
Entering Unmasked Estep 
Score: -21271646.000000 Penalty: 5920.876953
	Iteration 22Q: 3 clusters Score -2.127165e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 151142 members 
Entering Unmasked Estep 
Score: -21271650.000000 Penalty: 5920.876953
	Iteration 23Q: 3 clusters Score -2.127165e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 151169 members 
Entering Unmasked Estep 
Score: -21271660.000000 Penalty: 5920.876953
	Iteration 24Q: 3 clusters Score -2.127166e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 151191 members 
Entering Unmasked Estep 
Score: -21271660.000000 Penalty: 5920.876953
	Iteration 25Q: 3 clusters Score -2.127166e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 151212 members 
Entering Unmasked Estep 
Score: -21271640.000000 Penalty: 5920.876953
	Iteration 26Q: 3 clusters Score -2.127164e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 151232 members 
Entering Unmasked Estep 
Score: -21271628.000000 Penalty: 5920.876953
	Iteration 27Q: 3 clusters Score -2.127163e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 151251 members 
Entering Unmasked Estep 
Score: -21271608.000000 Penalty: 5920.876953
	Iteration 28Q: 3 clusters Score -2.127161e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 151270 members 
Entering Unmasked Estep 
Score: -21271608.000000 Penalty: 5920.876953
	Iteration 29Q: 3 clusters Score -2.127161e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 151287 members 
Entering Unmasked Estep 
Score: -21271612.000000 Penalty: 5920.876953
	Iteration 30Q: 3 clusters Score -2.127161e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 151306 members 
Entering Unmasked Estep 
Score: -21271590.000000 Penalty: 5920.876953
	Iteration 31Q: 3 clusters Score -2.127159e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 151314 members 
Entering Unmasked Estep 
Score: -21271584.000000 Penalty: 5920.876953
	Iteration 32Q: 3 clusters Score -2.127158e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 151327 members 
Entering Unmasked Estep 
Score: -21271582.000000 Penalty: 5920.876953
	Iteration 33Q: 3 clusters Score -2.127158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 151335 members 
Entering Unmasked Estep 
Score: -21271558.000000 Penalty: 5920.876953
	Iteration 34Q: 3 clusters Score -2.127156e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 151342 members 
Entering Unmasked Estep 
Score: -21271560.000000 Penalty: 5920.876953
	Iteration 35Q: 3 clusters Score -2.127156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 151350 members 
Entering Unmasked Estep 
Score: -21271566.000000 Penalty: 5920.876953
	Iteration 36Q: 3 clusters Score -2.127157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 151354 members 
Entering Unmasked Estep 
Score: -21271540.000000 Penalty: 5920.876953
	Iteration 37Q: 3 clusters Score -2.127154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 151357 members 
Entering Unmasked Estep 
Score: -21271554.000000 Penalty: 5920.876953
	Iteration 38Q: 3 clusters Score -2.127155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 151362 members 
Entering Unmasked Estep 
Score: -21271540.000000 Penalty: 5920.876953
	Iteration 39Q: 3 clusters Score -2.127154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 151367 members 
Entering Unmasked Estep 
Score: -21271542.000000 Penalty: 5920.876953
	Iteration 40F: 3 clusters Score -2.127154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 151372 members 
Entering Unmasked Estep 
Score: -21271548.000000 Penalty: 5920.876953
	Iteration 41Q: 3 clusters Score -2.127155e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 151376 members 
Entering Unmasked Estep 
Score: -21271554.000000 Penalty: 5920.876953
	Iteration 42Q: 3 clusters Score -2.127155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 151377 members 
Entering Unmasked Estep 
Score: -21271568.000000 Penalty: 5920.876953
	Iteration 43Q: 3 clusters Score -2.127157e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 151383 members 
Entering Unmasked Estep 
Score: -21271596.000000 Penalty: 5920.876953
	Iteration 44Q: 3 clusters Score -2.12716e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 151386 members 
Entering Unmasked Estep 
Score: -21271600.000000 Penalty: 5920.876953
	Iteration 45Q: 3 clusters Score -2.12716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 151386 members 
Entering Unmasked Estep 
Score: -21271596.000000 Penalty: 5920.876953
	Iteration 46Q: 3 clusters Score -2.12716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 151390 members 
Entering Unmasked Estep 
Score: -21271582.000000 Penalty: 5920.876953
	Iteration 47Q: 3 clusters Score -2.127158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 151393 members 
Entering Unmasked Estep 
Score: -21271586.000000 Penalty: 5920.876953
	Iteration 48Q: 3 clusters Score -2.127159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 151397 members 
Entering Unmasked Estep 
Score: -21271576.000000 Penalty: 5920.876953
	Iteration 49Q: 3 clusters Score -2.127158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 151397 members 
Entering Unmasked Estep 
Score: -21271588.000000 Penalty: 5920.876953
	Iteration 50Q: 3 clusters Score -2.127159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 151396 members 
Entering Unmasked Estep 
Score: -21271578.000000 Penalty: 5920.876953
	Iteration 51Q: 3 clusters Score -2.127158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 151397 members 
Entering Unmasked Estep 
Score: -21271582.000000 Penalty: 5920.876953
	Iteration 52Q: 3 clusters Score -2.127158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 151398 members 
Entering Unmasked Estep 
Score: -21271574.000000 Penalty: 5920.876953
	Iteration 53Q: 3 clusters Score -2.127157e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 151406 members 
Entering Unmasked Estep 
Score: -21271566.000000 Penalty: 5920.876953
	Iteration 54Q: 3 clusters Score -2.127157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 151409 members 
Entering Unmasked Estep 
Score: -21271560.000000 Penalty: 5920.876953
	Iteration 55Q: 3 clusters Score -2.127156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 151412 members 
Entering Unmasked Estep 
Score: -21271566.000000 Penalty: 5920.876953
	Iteration 56Q: 3 clusters Score -2.127157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 151413 members 
Entering Unmasked Estep 
Score: -21271568.000000 Penalty: 5920.876953
	Iteration 57Q: 3 clusters Score -2.127157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 151413 members 
Entering Unmasked Estep 
Score: -21271568.000000 Penalty: 5920.876953
	Iteration 58F: 3 clusters Score -2.127157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (70350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70350 members 
Entering Unmasked Estep 
Score: -9796016.000000 Penalty: 2767.987061
	Iteration 0F: 2 clusters Score -9796016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -9749031.000000 Penalty: 5535.974121
	Iteration 0F: 3 clusters Score -9749031 nChanged 32747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -9767597.000000 Penalty: 5535.974121
	Iteration 1F: 3 clusters Score -9767597 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -9768415.000000 Penalty: 5535.974121
	Iteration 2Q: 3 clusters Score -9768415 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -9769506.000000 Penalty: 5535.974121
	Iteration 3Q: 3 clusters Score -9769506 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -9770862.000000 Penalty: 5535.974121
	Iteration 4Q: 3 clusters Score -9770862 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -9772193.000000 Penalty: 5535.974121
	Iteration 5Q: 3 clusters Score -9772193 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -9773482.000000 Penalty: 5535.974121
	Iteration 6Q: 3 clusters Score -9773482 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -9774645.000000 Penalty: 5535.974121
	Iteration 7Q: 3 clusters Score -9774645 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -9775889.000000 Penalty: 5535.974121
	Iteration 8Q: 3 clusters Score -9775889 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 46018 members 
Entering Unmasked Estep 
Score: -9777341.000000 Penalty: 5535.974121
	Iteration 9Q: 3 clusters Score -9777341 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -9779037.000000 Penalty: 5535.974121
	Iteration 10Q: 3 clusters Score -9779037 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -9781140.000000 Penalty: 5535.974121
	Iteration 11Q: 3 clusters Score -9781140 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 54642 members 
Entering Unmasked Estep 
Score: -9783555.000000 Penalty: 5535.974121
	Iteration 12Q: 3 clusters Score -9783555 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 57683 members 
Entering Unmasked Estep 
Score: -9785870.000000 Penalty: 5535.974121
	Iteration 13Q: 3 clusters Score -9785870 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 60342 members 
Entering Unmasked Estep 
Score: -9787852.000000 Penalty: 5535.974121
	Iteration 14Q: 3 clusters Score -9787852 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 62460 members 
Entering Unmasked Estep 
Score: -9789399.000000 Penalty: 5535.974121
	Iteration 15Q: 3 clusters Score -9789399 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 64222 members 
Entering Unmasked Estep 
Score: -9790656.000000 Penalty: 5535.974121
	Iteration 16Q: 3 clusters Score -9790656 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 65576 members 
Entering Unmasked Estep 
Score: -9791498.000000 Penalty: 5535.974121
	Iteration 17Q: 3 clusters Score -9791498 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 66583 members 
Entering Unmasked Estep 
Score: -9792044.000000 Penalty: 5535.974121
	Iteration 18Q: 3 clusters Score -9792044 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 67334 members 
Entering Unmasked Estep 
Score: -9792522.000000 Penalty: 5535.974121
	Iteration 19Q: 3 clusters Score -9792522 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 67944 members 
Entering Unmasked Estep 
Score: -9792855.000000 Penalty: 5535.974121
	Iteration 20F: 3 clusters Score -9792855 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 68340 members 
Entering Unmasked Estep 
Score: -9793090.000000 Penalty: 5535.974121
	Iteration 21Q: 3 clusters Score -9793090 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 68651 members 
Entering Unmasked Estep 
Score: -9793284.000000 Penalty: 5535.974121
	Iteration 22Q: 3 clusters Score -9793284 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 68899 members 
Entering Unmasked Estep 
Score: -9793413.000000 Penalty: 5535.974121
	Iteration 23Q: 3 clusters Score -9793413 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 69082 members 
Entering Unmasked Estep 
Score: -9793495.000000 Penalty: 5535.974121
	Iteration 24Q: 3 clusters Score -9793495 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 69222 members 
Entering Unmasked Estep 
Score: -9793582.000000 Penalty: 5535.974121
	Iteration 25Q: 3 clusters Score -9793582 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 69324 members 
Entering Unmasked Estep 
Score: -9793623.000000 Penalty: 5535.974121
	Iteration 26Q: 3 clusters Score -9793623 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 69399 members 
Entering Unmasked Estep 
Score: -9793688.000000 Penalty: 5535.974121
	Iteration 27Q: 3 clusters Score -9793688 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -9793715.000000 Penalty: 5535.974121
	Iteration 28Q: 3 clusters Score -9793715 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 69497 members 
Entering Unmasked Estep 
Score: -9793740.000000 Penalty: 5535.974121
	Iteration 29Q: 3 clusters Score -9793740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 69521 members 
Entering Unmasked Estep 
Score: -9793754.000000 Penalty: 5535.974121
	Iteration 30Q: 3 clusters Score -9793754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 69545 members 
Entering Unmasked Estep 
Score: -9793763.000000 Penalty: 5535.974121
	Iteration 31Q: 3 clusters Score -9793763 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 69569 members 
Entering Unmasked Estep 
Score: -9793784.000000 Penalty: 5535.974121
	Iteration 32Q: 3 clusters Score -9793784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 69590 members 
Entering Unmasked Estep 
Score: -9793789.000000 Penalty: 5535.974121
	Iteration 33Q: 3 clusters Score -9793789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 69595 members 
Entering Unmasked Estep 
Score: -9793803.000000 Penalty: 5535.974121
	Iteration 34Q: 3 clusters Score -9793803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 69609 members 
Entering Unmasked Estep 
Score: -9793797.000000 Penalty: 5535.974121
	Iteration 35Q: 3 clusters Score -9793797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 69618 members 
Entering Unmasked Estep 
Score: -9793816.000000 Penalty: 5535.974121
	Iteration 36Q: 3 clusters Score -9793816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 69627 members 
Entering Unmasked Estep 
Score: -9793808.000000 Penalty: 5535.974121
	Iteration 37Q: 3 clusters Score -9793808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 69630 members 
Entering Unmasked Estep 
Score: -9793817.000000 Penalty: 5535.974121
	Iteration 38Q: 3 clusters Score -9793817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 69633 members 
Entering Unmasked Estep 
Score: -9793825.000000 Penalty: 5535.974121
	Iteration 39Q: 3 clusters Score -9793825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 69638 members 
Entering Unmasked Estep 
Score: -9793830.000000 Penalty: 5535.974121
	Iteration 40F: 3 clusters Score -9793830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 69642 members 
Entering Unmasked Estep 
Score: -9793829.000000 Penalty: 5535.974121
	Iteration 41Q: 3 clusters Score -9793829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 69648 members 
Entering Unmasked Estep 
Score: -9793831.000000 Penalty: 5535.974121
	Iteration 42Q: 3 clusters Score -9793831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 69651 members 
Entering Unmasked Estep 
Score: -9793835.000000 Penalty: 5535.974121
	Iteration 43Q: 3 clusters Score -9793835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 69654 members 
Entering Unmasked Estep 
Score: -9793829.000000 Penalty: 5535.974121
	Iteration 44Q: 3 clusters Score -9793829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 69657 members 
Entering Unmasked Estep 
Score: -9793834.000000 Penalty: 5535.974121
	Iteration 45Q: 3 clusters Score -9793834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 69660 members 
Entering Unmasked Estep 
Score: -9793837.000000 Penalty: 5535.974121
	Iteration 46Q: 3 clusters Score -9793837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 69661 members 
Entering Unmasked Estep 
Score: -9793833.000000 Penalty: 5535.974121
	Iteration 47Q: 3 clusters Score -9793833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 69663 members 
Entering Unmasked Estep 
Score: -9793831.000000 Penalty: 5535.974121
	Iteration 48Q: 3 clusters Score -9793831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
Score: -9793836.000000 Penalty: 5535.974121
	Iteration 49Q: 3 clusters Score -9793836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 69667 members 
Entering Unmasked Estep 
Score: -9793841.000000 Penalty: 5535.974121
	Iteration 50Q: 3 clusters Score -9793841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 69669 members 
Entering Unmasked Estep 
Score: -9793836.000000 Penalty: 5535.974121
	Iteration 51Q: 3 clusters Score -9793836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -9793845.000000 Penalty: 5535.974121
	Iteration 52Q: 3 clusters Score -9793845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -9793845.000000 Penalty: 5535.974121
	Iteration 53F: 3 clusters Score -9793845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Entering Unmasked Estep 
Score: -231509.468750 Penalty: 1867.558960
	Iteration 0F: 2 clusters Score -231509.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -229126.796875 Penalty: 3735.117920
	Iteration 0F: 3 clusters Score -229126.8 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -230208.000000 Penalty: 3735.117920
	Iteration 1F: 3 clusters Score -230208 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -230810.421875 Penalty: 3735.117920
	Iteration 2F: 3 clusters Score -230810.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -231450.031250 Penalty: 3735.117920
	Iteration 3F: 3 clusters Score -231450 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -232150.625000 Penalty: 3735.117920
	Iteration 4F: 3 clusters Score -232150.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -232833.609375 Penalty: 3735.117920
	Iteration 5F: 3 clusters Score -232833.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -233356.250000 Penalty: 3735.117920
	Iteration 6Q: 3 clusters Score -233356.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -233426.390625 Penalty: 3735.117920
	Iteration 7Q: 3 clusters Score -233426.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -233439.078125 Penalty: 3735.117920
	Iteration 8Q: 3 clusters Score -233439.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -233448.468750 Penalty: 3735.117920
	Iteration 9Q: 3 clusters Score -233448.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -233458.890625 Penalty: 3735.117920
	Iteration 10Q: 3 clusters Score -233458.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -233472.093750 Penalty: 3735.117920
	Iteration 11Q: 3 clusters Score -233472.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -233486.343750 Penalty: 3735.117920
	Iteration 12Q: 3 clusters Score -233486.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -233514.031250 Penalty: 3735.117920
	Iteration 13Q: 3 clusters Score -233514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -233550.531250 Penalty: 3735.117920
	Iteration 14Q: 3 clusters Score -233550.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -233610.781250 Penalty: 3735.117920
	Iteration 15Q: 3 clusters Score -233610.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -233655.281250 Penalty: 3735.117920
	Iteration 16Q: 3 clusters Score -233655.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -233669.125000 Penalty: 3735.117920
	Iteration 17Q: 3 clusters Score -233669.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -233671.671875 Penalty: 3735.117920
	Iteration 18Q: 3 clusters Score -233671.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -233677.921875 Penalty: 3735.117920
	Iteration 19Q: 3 clusters Score -233677.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -233677.921875 Penalty: 3735.117920
	Iteration 20F: 3 clusters Score -233677.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 1259 members 
Mstep: Class 3 contains 152856 members 
Mstep: Class 4 contains 70350 members 
Mstep: Class 5 contains 1532 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 215451 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 10471 members 
Mstep: Class 10 contains 148363 members 
Mstep: Class 11 contains 55327 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 37981 members 
Mstep: Class 14 contains 51045 members 
Mstep: Class 15 contains 55350 members 
Mstep: Class 16 contains 8434 members 
Mstep: Class 17 contains 23984 members 
Mstep: Class 18 contains 41168 members 
Mstep: Class 19 contains 49635 members 
Mstep: Class 20 contains 39560 members 
Mstep: Class 21 contains 40036 members 
Mstep: Class 22 contains 766 members 
Entering Unmasked Estep 
Score: -142889376.000000 Penalty: 75661.828125
Splitting cluster 6 changes total score from -142885712.000000 to -142889376.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (215451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215451 members 
Entering Unmasked Estep 
Score: -29897600.000000 Penalty: 3045.561279
	Iteration 0F: 2 clusters Score -2.98976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107305 members 
Mstep: Class 2 contains 108146 members 
Entering Unmasked Estep 
Score: -29768826.000000 Penalty: 6091.122559
	Iteration 0F: 3 clusters Score -2.976883e+07 nChanged 103859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98732 members 
Mstep: Class 2 contains 116719 members 
Entering Unmasked Estep 
Score: -29830068.000000 Penalty: 6091.122559
	Iteration 1F: 3 clusters Score -2.983007e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93374 members 
Mstep: Class 2 contains 122077 members 
Entering Unmasked Estep 
Score: -29831728.000000 Penalty: 6091.122559
	Iteration 2Q: 3 clusters Score -2.983173e+07 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85288 members 
Mstep: Class 2 contains 130163 members 
Entering Unmasked Estep 
Score: -29834774.000000 Penalty: 6091.122559
	Iteration 3Q: 3 clusters Score -2.983477e+07 nChanged 11995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73645 members 
Mstep: Class 2 contains 141806 members 
Entering Unmasked Estep 
Score: -29840502.000000 Penalty: 6091.122559
	Iteration 4F: 3 clusters Score -2.98405e+07 nChanged 15722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58037 members 
Mstep: Class 2 contains 157414 members 
Entering Unmasked Estep 
Score: -29850812.000000 Penalty: 6091.122559
	Iteration 5F: 3 clusters Score -2.985081e+07 nChanged 18370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 175742 members 
Entering Unmasked Estep 
Score: -29864546.000000 Penalty: 6091.122559
	Iteration 6F: 3 clusters Score -2.986455e+07 nChanged 17331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 193063 members 
Entering Unmasked Estep 
Score: -29878748.000000 Penalty: 6091.122559
	Iteration 7F: 3 clusters Score -2.987875e+07 nChanged 12219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 205278 members 
Entering Unmasked Estep 
Score: -29887596.000000 Penalty: 6091.122559
	Iteration 8F: 3 clusters Score -2.98876e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 211551 members 
Entering Unmasked Estep 
Score: -29891774.000000 Penalty: 6091.122559
	Iteration 9Q: 3 clusters Score -2.989177e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 214031 members 
Entering Unmasked Estep 
Score: -29893522.000000 Penalty: 6091.122559
	Iteration 10Q: 3 clusters Score -2.989352e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 214860 members 
Entering Unmasked Estep 
Score: -29894138.000000 Penalty: 6091.122559
	Iteration 11Q: 3 clusters Score -2.989414e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 215102 members 
Entering Unmasked Estep 
Score: -29894512.000000 Penalty: 6091.122559
	Iteration 12Q: 3 clusters Score -2.989451e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 215187 members 
Entering Unmasked Estep 
Score: -29894672.000000 Penalty: 6091.122559
	Iteration 13Q: 3 clusters Score -2.989467e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 215217 members 
Entering Unmasked Estep 
Score: -29894726.000000 Penalty: 6091.122559
	Iteration 14Q: 3 clusters Score -2.989473e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 215224 members 
Entering Unmasked Estep 
Score: -29894758.000000 Penalty: 6091.122559
	Iteration 15Q: 3 clusters Score -2.989476e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 215228 members 
Entering Unmasked Estep 
Score: -29894788.000000 Penalty: 6091.122559
	Iteration 16Q: 3 clusters Score -2.989479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 215234 members 
Entering Unmasked Estep 
Score: -29894832.000000 Penalty: 6091.122559
	Iteration 17Q: 3 clusters Score -2.989483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 215237 members 
Entering Unmasked Estep 
Score: -29894864.000000 Penalty: 6091.122559
	Iteration 18Q: 3 clusters Score -2.989486e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 215238 members 
Entering Unmasked Estep 
Score: -29894882.000000 Penalty: 6091.122559
	Iteration 19Q: 3 clusters Score -2.989488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 215240 members 
Entering Unmasked Estep 
Score: -29894912.000000 Penalty: 6091.122559
	Iteration 20F: 3 clusters Score -2.989491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 215243 members 
Entering Unmasked Estep 
Score: -29894894.000000 Penalty: 6091.122559
	Iteration 21Q: 3 clusters Score -2.989489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 215243 members 
Entering Unmasked Estep 
Score: -29894902.000000 Penalty: 6091.122559
	Iteration 22Q: 3 clusters Score -2.98949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 215245 members 
Entering Unmasked Estep 
Score: -29894900.000000 Penalty: 6091.122559
	Iteration 23Q: 3 clusters Score -2.98949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 215246 members 
Entering Unmasked Estep 
Score: -29894894.000000 Penalty: 6091.122559
	Iteration 24Q: 3 clusters Score -2.989489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 215246 members 
Entering Unmasked Estep 
Score: -29894894.000000 Penalty: 6091.122559
	Iteration 25F: 3 clusters Score -2.989489e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Entering Unmasked Estep 
Score: -1414087.375000 Penalty: 2295.578369
	Iteration 0F: 2 clusters Score -1414087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1406124.000000 Penalty: 4591.156738
	Iteration 0F: 3 clusters Score -1406124 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1408622.000000 Penalty: 4591.156738
	Iteration 1F: 3 clusters Score -1408622 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1409181.000000 Penalty: 4591.156738
	Iteration 2F: 3 clusters Score -1409181 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1409728.000000 Penalty: 4591.156738
	Iteration 3F: 3 clusters Score -1409728 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1410250.500000 Penalty: 4591.156738
	Iteration 4F: 3 clusters Score -1410250 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1410700.875000 Penalty: 4591.156738
	Iteration 5F: 3 clusters Score -1410701 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1411137.375000 Penalty: 4591.156738
	Iteration 6F: 3 clusters Score -1411137 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1411528.375000 Penalty: 4591.156738
	Iteration 7Q: 3 clusters Score -1411528 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1411904.625000 Penalty: 4591.156738
	Iteration 8Q: 3 clusters Score -1411905 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1412251.625000 Penalty: 4591.156738
	Iteration 9Q: 3 clusters Score -1412252 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1412604.125000 Penalty: 4591.156738
	Iteration 10Q: 3 clusters Score -1412604 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1412924.000000 Penalty: 4591.156738
	Iteration 11Q: 3 clusters Score -1412924 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1413172.750000 Penalty: 4591.156738
	Iteration 12Q: 3 clusters Score -1413173 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1413356.125000 Penalty: 4591.156738
	Iteration 13Q: 3 clusters Score -1413356 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1413470.250000 Penalty: 4591.156738
	Iteration 14Q: 3 clusters Score -1413470 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1413574.875000 Penalty: 4591.156738
	Iteration 15Q: 3 clusters Score -1413575 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1413650.500000 Penalty: 4591.156738
	Iteration 16Q: 3 clusters Score -1413650 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1413714.250000 Penalty: 4591.156738
	Iteration 17Q: 3 clusters Score -1413714 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1413765.125000 Penalty: 4591.156738
	Iteration 18Q: 3 clusters Score -1413765 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1413806.625000 Penalty: 4591.156738
	Iteration 19Q: 3 clusters Score -1413807 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1413830.000000 Penalty: 4591.156738
	Iteration 20F: 3 clusters Score -1413830 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1413857.875000 Penalty: 4591.156738
	Iteration 21Q: 3 clusters Score -1413858 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1413874.125000 Penalty: 4591.156738
	Iteration 22Q: 3 clusters Score -1413874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1413888.625000 Penalty: 4591.156738
	Iteration 23Q: 3 clusters Score -1413889 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1413899.500000 Penalty: 4591.156738
	Iteration 24Q: 3 clusters Score -1413900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1413907.500000 Penalty: 4591.156738
	Iteration 25Q: 3 clusters Score -1413908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1413916.375000 Penalty: 4591.156738
	Iteration 26Q: 3 clusters Score -1413916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1413927.750000 Penalty: 4591.156738
	Iteration 27Q: 3 clusters Score -1413928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1413928.375000 Penalty: 4591.156738
	Iteration 28Q: 3 clusters Score -1413928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1413928.125000 Penalty: 4591.156738
	Iteration 29Q: 3 clusters Score -1413928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1413930.625000 Penalty: 4591.156738
	Iteration 30Q: 3 clusters Score -1413931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1413935.000000 Penalty: 4591.156738
	Iteration 31Q: 3 clusters Score -1413935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1413938.500000 Penalty: 4591.156738
	Iteration 32Q: 3 clusters Score -1413938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1413938.125000 Penalty: 4591.156738
	Iteration 33Q: 3 clusters Score -1413938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1413942.125000 Penalty: 4591.156738
	Iteration 34Q: 3 clusters Score -1413942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1413944.625000 Penalty: 4591.156738
	Iteration 35Q: 3 clusters Score -1413945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1413941.875000 Penalty: 4591.156738
	Iteration 36Q: 3 clusters Score -1413942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1413945.625000 Penalty: 4591.156738
	Iteration 37Q: 3 clusters Score -1413946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1413942.625000 Penalty: 4591.156738
	Iteration 38Q: 3 clusters Score -1413943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1413944.250000 Penalty: 4591.156738
	Iteration 39Q: 3 clusters Score -1413944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1413943.875000 Penalty: 4591.156738
	Iteration 40F: 3 clusters Score -1413944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1413943.500000 Penalty: 4591.156738
	Iteration 41Q: 3 clusters Score -1413944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1413943.500000 Penalty: 4591.156738
	Iteration 42F: 3 clusters Score -1413944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (148363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148363 members 
Entering Unmasked Estep 
Score: -20572726.000000 Penalty: 2953.039551
	Iteration 0F: 2 clusters Score -2.057273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74320 members 
Mstep: Class 2 contains 74043 members 
Entering Unmasked Estep 
Score: -20476120.000000 Penalty: 5906.079102
	Iteration 0F: 3 clusters Score -2.047612e+07 nChanged 70699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77145 members 
Mstep: Class 2 contains 71218 members 
Entering Unmasked Estep 
Score: -20516792.000000 Penalty: 5906.079102
	Iteration 1F: 3 clusters Score -2.051679e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78905 members 
Mstep: Class 2 contains 69458 members 
Entering Unmasked Estep 
Score: -20517646.000000 Penalty: 5906.079102
	Iteration 2Q: 3 clusters Score -2.051765e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 66785 members 
Entering Unmasked Estep 
Score: -20518584.000000 Penalty: 5906.079102
	Iteration 3Q: 3 clusters Score -2.051858e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85552 members 
Mstep: Class 2 contains 62811 members 
Entering Unmasked Estep 
Score: -20519900.000000 Penalty: 5906.079102
	Iteration 4Q: 3 clusters Score -2.05199e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91587 members 
Mstep: Class 2 contains 56776 members 
Entering Unmasked Estep 
Score: -20522626.000000 Penalty: 5906.079102
	Iteration 5Q: 3 clusters Score -2.052263e+07 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100358 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -20527734.000000 Penalty: 5906.079102
	Iteration 6F: 3 clusters Score -2.052773e+07 nChanged 12021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112327 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -20536886.000000 Penalty: 5906.079102
	Iteration 7F: 3 clusters Score -2.053689e+07 nChanged 14105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126430 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -20549684.000000 Penalty: 5906.079102
	Iteration 8F: 3 clusters Score -2.054968e+07 nChanged 12309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138739 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -20561326.000000 Penalty: 5906.079102
	Iteration 9F: 3 clusters Score -2.056133e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145406 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -20567516.000000 Penalty: 5906.079102
	Iteration 10Q: 3 clusters Score -2.056752e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147630 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -20569318.000000 Penalty: 5906.079102
	Iteration 11Q: 3 clusters Score -2.056932e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148083 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -20569790.000000 Penalty: 5906.079102
	Iteration 12Q: 3 clusters Score -2.056979e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148160 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20569936.000000 Penalty: 5906.079102
	Iteration 13Q: 3 clusters Score -2.056994e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148183 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20570014.000000 Penalty: 5906.079102
	Iteration 14Q: 3 clusters Score -2.057001e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148194 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20570022.000000 Penalty: 5906.079102
	Iteration 15Q: 3 clusters Score -2.057002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148199 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20570058.000000 Penalty: 5906.079102
	Iteration 16Q: 3 clusters Score -2.057006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148199 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20570064.000000 Penalty: 5906.079102
	Iteration 17Q: 3 clusters Score -2.057006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148200 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20570072.000000 Penalty: 5906.079102
	Iteration 18Q: 3 clusters Score -2.057007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148198 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20570086.000000 Penalty: 5906.079102
	Iteration 19Q: 3 clusters Score -2.057009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148197 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20570084.000000 Penalty: 5906.079102
	Iteration 20F: 3 clusters Score -2.057008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (55327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55327 members 
Entering Unmasked Estep 
Score: -7593984.000000 Penalty: 2708.412109
	Iteration 0F: 2 clusters Score -7593984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -7556865.000000 Penalty: 5416.824219
	Iteration 0F: 3 clusters Score -7556865 nChanged 25615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -7571589.500000 Penalty: 5416.824219
	Iteration 1F: 3 clusters Score -7571590 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -7572705.000000 Penalty: 5416.824219
	Iteration 2Q: 3 clusters Score -7572705 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -7574225.000000 Penalty: 5416.824219
	Iteration 3F: 3 clusters Score -7574225 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -7576419.500000 Penalty: 5416.824219
	Iteration 4F: 3 clusters Score -7576420 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -7579275.000000 Penalty: 5416.824219
	Iteration 5F: 3 clusters Score -7579275 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -7582236.000000 Penalty: 5416.824219
	Iteration 6F: 3 clusters Score -7582236 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -7584514.000000 Penalty: 5416.824219
	Iteration 7F: 3 clusters Score -7584514 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -7586067.000000 Penalty: 5416.824219
	Iteration 8F: 3 clusters Score -7586067 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -7587294.000000 Penalty: 5416.824219
	Iteration 9Q: 3 clusters Score -7587294 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -7588274.500000 Penalty: 5416.824219
	Iteration 10Q: 3 clusters Score -7588274 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -7589035.000000 Penalty: 5416.824219
	Iteration 11Q: 3 clusters Score -7589035 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -7589619.000000 Penalty: 5416.824219
	Iteration 12Q: 3 clusters Score -7589619 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -7590093.000000 Penalty: 5416.824219
	Iteration 13Q: 3 clusters Score -7590093 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -7590452.000000 Penalty: 5416.824219
	Iteration 14Q: 3 clusters Score -7590452 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -7590813.000000 Penalty: 5416.824219
	Iteration 15Q: 3 clusters Score -7590813 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -7591083.000000 Penalty: 5416.824219
	Iteration 16Q: 3 clusters Score -7591083 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -7591343.000000 Penalty: 5416.824219
	Iteration 17Q: 3 clusters Score -7591343 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -7591534.000000 Penalty: 5416.824219
	Iteration 18Q: 3 clusters Score -7591534 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -7591750.000000 Penalty: 5416.824219
	Iteration 19Q: 3 clusters Score -7591750 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -7591957.500000 Penalty: 5416.824219
	Iteration 20F: 3 clusters Score -7591958 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -7592157.500000 Penalty: 5416.824219
	Iteration 21Q: 3 clusters Score -7592158 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -7592367.000000 Penalty: 5416.824219
	Iteration 22Q: 3 clusters Score -7592367 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -7592575.500000 Penalty: 5416.824219
	Iteration 23Q: 3 clusters Score -7592576 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 47250 members 
Entering Unmasked Estep 
Score: -7592833.500000 Penalty: 5416.824219
	Iteration 24Q: 3 clusters Score -7592834 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -7593059.000000 Penalty: 5416.824219
	Iteration 25Q: 3 clusters Score -7593059 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
Score: -7593194.000000 Penalty: 5416.824219
	Iteration 26Q: 3 clusters Score -7593194 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -7593318.500000 Penalty: 5416.824219
	Iteration 27Q: 3 clusters Score -7593318 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -7593386.500000 Penalty: 5416.824219
	Iteration 28Q: 3 clusters Score -7593386 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -7593456.000000 Penalty: 5416.824219
	Iteration 29Q: 3 clusters Score -7593456 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -7593519.000000 Penalty: 5416.824219
	Iteration 30Q: 3 clusters Score -7593519 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -7593550.500000 Penalty: 5416.824219
	Iteration 31Q: 3 clusters Score -7593550 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
Score: -7593580.500000 Penalty: 5416.824219
	Iteration 32Q: 3 clusters Score -7593580 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -7593614.000000 Penalty: 5416.824219
	Iteration 33Q: 3 clusters Score -7593614 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -7593651.000000 Penalty: 5416.824219
	Iteration 34Q: 3 clusters Score -7593651 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 48994 members 
Entering Unmasked Estep 
Score: -7593693.500000 Penalty: 5416.824219
	Iteration 35Q: 3 clusters Score -7593694 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 49079 members 
Entering Unmasked Estep 
Score: -7593728.500000 Penalty: 5416.824219
	Iteration 36Q: 3 clusters Score -7593728 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -7593747.000000 Penalty: 5416.824219
	Iteration 37Q: 3 clusters Score -7593747 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -7593764.500000 Penalty: 5416.824219
	Iteration 38Q: 3 clusters Score -7593764 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -7593804.500000 Penalty: 5416.824219
	Iteration 39Q: 3 clusters Score -7593804 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 49373 members 
Entering Unmasked Estep 
Score: -7593842.000000 Penalty: 5416.824219
	Iteration 40F: 3 clusters Score -7593842 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 49443 members 
Entering Unmasked Estep 
Score: -7593835.000000 Penalty: 5416.824219
	Iteration 41Q: 3 clusters Score -7593835 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -7593847.000000 Penalty: 5416.824219
	Iteration 42Q: 3 clusters Score -7593847 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 49557 members 
Entering Unmasked Estep 
Score: -7593880.000000 Penalty: 5416.824219
	Iteration 43Q: 3 clusters Score -7593880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -7593881.000000 Penalty: 5416.824219
	Iteration 44Q: 3 clusters Score -7593881 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 49644 members 
Entering Unmasked Estep 
Score: -7593875.000000 Penalty: 5416.824219
	Iteration 45Q: 3 clusters Score -7593875 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -7593871.500000 Penalty: 5416.824219
	Iteration 46Q: 3 clusters Score -7593872 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -7593884.000000 Penalty: 5416.824219
	Iteration 47Q: 3 clusters Score -7593884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -7593890.000000 Penalty: 5416.824219
	Iteration 48Q: 3 clusters Score -7593890 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 49785 members 
Entering Unmasked Estep 
Score: -7593893.000000 Penalty: 5416.824219
	Iteration 49Q: 3 clusters Score -7593893 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -7593904.000000 Penalty: 5416.824219
	Iteration 50Q: 3 clusters Score -7593904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -7593893.000000 Penalty: 5416.824219
	Iteration 51Q: 3 clusters Score -7593893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 49845 members 
Entering Unmasked Estep 
Score: -7593893.000000 Penalty: 5416.824219
	Iteration 52Q: 3 clusters Score -7593893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -7593888.000000 Penalty: 5416.824219
	Iteration 53Q: 3 clusters Score -7593888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -7593895.500000 Penalty: 5416.824219
	Iteration 54Q: 3 clusters Score -7593896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -7593886.500000 Penalty: 5416.824219
	Iteration 55Q: 3 clusters Score -7593886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -7593889.000000 Penalty: 5416.824219
	Iteration 56Q: 3 clusters Score -7593889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -7593891.000000 Penalty: 5416.824219
	Iteration 57Q: 3 clusters Score -7593891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -7593894.000000 Penalty: 5416.824219
	Iteration 58Q: 3 clusters Score -7593894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -7593887.500000 Penalty: 5416.824219
	Iteration 59Q: 3 clusters Score -7593888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -7593889.000000 Penalty: 5416.824219
	Iteration 60F: 3 clusters Score -7593889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -7593889.500000 Penalty: 5416.824219
	Iteration 61Q: 3 clusters Score -7593890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -7593896.000000 Penalty: 5416.824219
	Iteration 62Q: 3 clusters Score -7593896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 49943 members 
Entering Unmasked Estep 
Score: -7593889.500000 Penalty: 5416.824219
	Iteration 63Q: 3 clusters Score -7593890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -7593896.000000 Penalty: 5416.824219
	Iteration 64Q: 3 clusters Score -7593896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -7593893.500000 Penalty: 5416.824219
	Iteration 65Q: 3 clusters Score -7593894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -7593893.500000 Penalty: 5416.824219
	Iteration 66Q: 3 clusters Score -7593894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -7593899.500000 Penalty: 5416.824219
	Iteration 67Q: 3 clusters Score -7593900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -7593913.000000 Penalty: 5416.824219
	Iteration 68Q: 3 clusters Score -7593913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -7593922.500000 Penalty: 5416.824219
	Iteration 69Q: 3 clusters Score -7593922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -7593917.500000 Penalty: 5416.824219
	Iteration 70Q: 3 clusters Score -7593918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -7593914.500000 Penalty: 5416.824219
	Iteration 71Q: 3 clusters Score -7593914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -7593919.500000 Penalty: 5416.824219
	Iteration 72Q: 3 clusters Score -7593920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -7593915.000000 Penalty: 5416.824219
	Iteration 73Q: 3 clusters Score -7593915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -7593917.500000 Penalty: 5416.824219
	Iteration 74Q: 3 clusters Score -7593918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 50063 members 
Entering Unmasked Estep 
Score: -7593916.000000 Penalty: 5416.824219
	Iteration 75Q: 3 clusters Score -7593916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -7593917.000000 Penalty: 5416.824219
	Iteration 76Q: 3 clusters Score -7593917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -7593908.000000 Penalty: 5416.824219
	Iteration 77Q: 3 clusters Score -7593908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -7593916.500000 Penalty: 5416.824219
	Iteration 78Q: 3 clusters Score -7593916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -7593920.000000 Penalty: 5416.824219
	Iteration 79Q: 3 clusters Score -7593920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -7593920.000000 Penalty: 5416.824219
	Iteration 80F: 3 clusters Score -7593920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Entering Unmasked Estep 
Score: -772907.937500 Penalty: 2165.611572
	Iteration 0F: 2 clusters Score -772907.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -767708.062500 Penalty: 4331.223145
	Iteration 0F: 3 clusters Score -767708.1 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -769599.375000 Penalty: 4331.223145
	Iteration 1F: 3 clusters Score -769599.4 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -770634.062500 Penalty: 4331.223145
	Iteration 2F: 3 clusters Score -770634.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -771344.125000 Penalty: 4331.223145
	Iteration 3F: 3 clusters Score -771344.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -771776.062500 Penalty: 4331.223145
	Iteration 4F: 3 clusters Score -771776.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -771999.875000 Penalty: 4331.223145
	Iteration 5F: 3 clusters Score -771999.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -772144.500000 Penalty: 4331.223145
	Iteration 6Q: 3 clusters Score -772144.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -772251.687500 Penalty: 4331.223145
	Iteration 7Q: 3 clusters Score -772251.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -772328.812500 Penalty: 4331.223145
	Iteration 8Q: 3 clusters Score -772328.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -772380.500000 Penalty: 4331.223145
	Iteration 9Q: 3 clusters Score -772380.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -772415.812500 Penalty: 4331.223145
	Iteration 10Q: 3 clusters Score -772415.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -772446.687500 Penalty: 4331.223145
	Iteration 11Q: 3 clusters Score -772446.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -772461.875000 Penalty: 4331.223145
	Iteration 12Q: 3 clusters Score -772461.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -772473.250000 Penalty: 4331.223145
	Iteration 13Q: 3 clusters Score -772473.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -772475.875000 Penalty: 4331.223145
	Iteration 14Q: 3 clusters Score -772475.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -772478.750000 Penalty: 4331.223145
	Iteration 15Q: 3 clusters Score -772478.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -772480.625000 Penalty: 4331.223145
	Iteration 16Q: 3 clusters Score -772480.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -772480.375000 Penalty: 4331.223145
	Iteration 17Q: 3 clusters Score -772480.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -772483.312500 Penalty: 4331.223145
	Iteration 18Q: 3 clusters Score -772483.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -772486.750000 Penalty: 4331.223145
	Iteration 19Q: 3 clusters Score -772486.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -772486.562500 Penalty: 4331.223145
	Iteration 20F: 3 clusters Score -772486.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -772489.437500 Penalty: 4331.223145
	Iteration 21Q: 3 clusters Score -772489.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -772491.375000 Penalty: 4331.223145
	Iteration 22Q: 3 clusters Score -772491.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -772494.312500 Penalty: 4331.223145
	Iteration 23Q: 3 clusters Score -772494.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -772499.562500 Penalty: 4331.223145
	Iteration 24Q: 3 clusters Score -772499.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -772502.750000 Penalty: 4331.223145
	Iteration 25Q: 3 clusters Score -772502.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -772505.250000 Penalty: 4331.223145
	Iteration 26Q: 3 clusters Score -772505.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -772506.000000 Penalty: 4331.223145
	Iteration 27Q: 3 clusters Score -772506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -772506.000000 Penalty: 4331.223145
	Iteration 28Q: 3 clusters Score -772506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -772507.000000 Penalty: 4331.223145
	Iteration 29Q: 3 clusters Score -772507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -772506.875000 Penalty: 4331.223145
	Iteration 30Q: 3 clusters Score -772506.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -772508.687500 Penalty: 4331.223145
	Iteration 31Q: 3 clusters Score -772508.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -772508.937500 Penalty: 4331.223145
	Iteration 32Q: 3 clusters Score -772508.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -772509.250000 Penalty: 4331.223145
	Iteration 33Q: 3 clusters Score -772509.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -772509.250000 Penalty: 4331.223145
	Iteration 34F: 3 clusters Score -772509.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Entering Unmasked Estep 
Score: -5289112.000000 Penalty: 2615.120850
	Iteration 0F: 2 clusters Score -5289112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -5263223.000000 Penalty: 5230.241699
	Iteration 0F: 3 clusters Score -5263223 nChanged 17342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -5273104.000000 Penalty: 5230.241699
	Iteration 1F: 3 clusters Score -5273104 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -5274116.000000 Penalty: 5230.241699
	Iteration 2F: 3 clusters Score -5274116 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -5275398.500000 Penalty: 5230.241699
	Iteration 3F: 3 clusters Score -5275398 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -5276817.500000 Penalty: 5230.241699
	Iteration 4F: 3 clusters Score -5276818 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -5278221.500000 Penalty: 5230.241699
	Iteration 5F: 3 clusters Score -5278222 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -5279588.500000 Penalty: 5230.241699
	Iteration 6F: 3 clusters Score -5279588 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -5280912.500000 Penalty: 5230.241699
	Iteration 7F: 3 clusters Score -5280912 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -5282023.000000 Penalty: 5230.241699
	Iteration 8F: 3 clusters Score -5282023 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -5282897.000000 Penalty: 5230.241699
	Iteration 9Q: 3 clusters Score -5282897 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -5283610.500000 Penalty: 5230.241699
	Iteration 10Q: 3 clusters Score -5283610 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -5284037.500000 Penalty: 5230.241699
	Iteration 11Q: 3 clusters Score -5284038 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -5284336.500000 Penalty: 5230.241699
	Iteration 12Q: 3 clusters Score -5284336 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -5284533.000000 Penalty: 5230.241699
	Iteration 13Q: 3 clusters Score -5284533 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -5284670.000000 Penalty: 5230.241699
	Iteration 14Q: 3 clusters Score -5284670 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -5284753.500000 Penalty: 5230.241699
	Iteration 15Q: 3 clusters Score -5284754 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -5284818.000000 Penalty: 5230.241699
	Iteration 16Q: 3 clusters Score -5284818 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -5284936.500000 Penalty: 5230.241699
	Iteration 17Q: 3 clusters Score -5284936 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -5284990.000000 Penalty: 5230.241699
	Iteration 18Q: 3 clusters Score -5284990 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -5285024.000000 Penalty: 5230.241699
	Iteration 19Q: 3 clusters Score -5285024 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -5285049.000000 Penalty: 5230.241699
	Iteration 20F: 3 clusters Score -5285049 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -5285077.500000 Penalty: 5230.241699
	Iteration 21Q: 3 clusters Score -5285078 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -5285104.000000 Penalty: 5230.241699
	Iteration 22Q: 3 clusters Score -5285104 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -5285136.500000 Penalty: 5230.241699
	Iteration 23Q: 3 clusters Score -5285136 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -5285198.500000 Penalty: 5230.241699
	Iteration 24Q: 3 clusters Score -5285198 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -5285221.000000 Penalty: 5230.241699
	Iteration 25Q: 3 clusters Score -5285221 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -5285254.000000 Penalty: 5230.241699
	Iteration 26Q: 3 clusters Score -5285254 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -5285295.000000 Penalty: 5230.241699
	Iteration 27Q: 3 clusters Score -5285295 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -5285318.500000 Penalty: 5230.241699
	Iteration 28Q: 3 clusters Score -5285318 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -5285368.000000 Penalty: 5230.241699
	Iteration 29Q: 3 clusters Score -5285368 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -5285392.500000 Penalty: 5230.241699
	Iteration 30Q: 3 clusters Score -5285392 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -5285430.000000 Penalty: 5230.241699
	Iteration 31Q: 3 clusters Score -5285430 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -5285471.000000 Penalty: 5230.241699
	Iteration 32Q: 3 clusters Score -5285471 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -5285481.000000 Penalty: 5230.241699
	Iteration 33Q: 3 clusters Score -5285481 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -5285506.500000 Penalty: 5230.241699
	Iteration 34Q: 3 clusters Score -5285506 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -5285580.500000 Penalty: 5230.241699
	Iteration 35Q: 3 clusters Score -5285580 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -5285680.500000 Penalty: 5230.241699
	Iteration 36Q: 3 clusters Score -5285680 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -5285720.500000 Penalty: 5230.241699
	Iteration 37Q: 3 clusters Score -5285720 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -5285808.500000 Penalty: 5230.241699
	Iteration 38Q: 3 clusters Score -5285808 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -5285872.500000 Penalty: 5230.241699
	Iteration 39Q: 3 clusters Score -5285872 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -5285945.000000 Penalty: 5230.241699
	Iteration 40F: 3 clusters Score -5285945 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -5286046.500000 Penalty: 5230.241699
	Iteration 41Q: 3 clusters Score -5286046 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -5286143.000000 Penalty: 5230.241699
	Iteration 42Q: 3 clusters Score -5286143 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -5286230.500000 Penalty: 5230.241699
	Iteration 43Q: 3 clusters Score -5286230 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -5286320.000000 Penalty: 5230.241699
	Iteration 44Q: 3 clusters Score -5286320 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -5286424.500000 Penalty: 5230.241699
	Iteration 45Q: 3 clusters Score -5286424 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -5286530.000000 Penalty: 5230.241699
	Iteration 46Q: 3 clusters Score -5286530 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -5286694.000000 Penalty: 5230.241699
	Iteration 47Q: 3 clusters Score -5286694 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -5286861.000000 Penalty: 5230.241699
	Iteration 48Q: 3 clusters Score -5286861 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -5287040.000000 Penalty: 5230.241699
	Iteration 49Q: 3 clusters Score -5287040 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -5287242.000000 Penalty: 5230.241699
	Iteration 50Q: 3 clusters Score -5287242 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -5287503.500000 Penalty: 5230.241699
	Iteration 51Q: 3 clusters Score -5287504 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -5287792.000000 Penalty: 5230.241699
	Iteration 52Q: 3 clusters Score -5287792 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -5288141.000000 Penalty: 5230.241699
	Iteration 53Q: 3 clusters Score -5288141 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -5288465.000000 Penalty: 5230.241699
	Iteration 54Q: 3 clusters Score -5288465 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -5288825.000000 Penalty: 5230.241699
	Iteration 55Q: 3 clusters Score -5288825 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -5289191.500000 Penalty: 5230.241699
	Iteration 56Q: 3 clusters Score -5289192 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -5289528.000000 Penalty: 5230.241699
	Iteration 57Q: 3 clusters Score -5289528 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -5289746.500000 Penalty: 5230.241699
	Iteration 58Q: 3 clusters Score -5289746 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -5289908.000000 Penalty: 5230.241699
	Iteration 59Q: 3 clusters Score -5289908 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -5290134.500000 Penalty: 5230.241699
	Iteration 60F: 3 clusters Score -5290134 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -5290376.500000 Penalty: 5230.241699
	Iteration 61Q: 3 clusters Score -5290376 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -5290569.000000 Penalty: 5230.241699
	Iteration 62Q: 3 clusters Score -5290569 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -5290724.000000 Penalty: 5230.241699
	Iteration 63Q: 3 clusters Score -5290724 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -5290812.500000 Penalty: 5230.241699
	Iteration 64Q: 3 clusters Score -5290812 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -5290863.000000 Penalty: 5230.241699
	Iteration 65Q: 3 clusters Score -5290863 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -5290891.000000 Penalty: 5230.241699
	Iteration 66Q: 3 clusters Score -5290891 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -5290909.000000 Penalty: 5230.241699
	Iteration 67Q: 3 clusters Score -5290909 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -5290905.500000 Penalty: 5230.241699
	Iteration 68Q: 3 clusters Score -5290906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -5290906.000000 Penalty: 5230.241699
	Iteration 69Q: 3 clusters Score -5290906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -5290914.500000 Penalty: 5230.241699
	Iteration 70Q: 3 clusters Score -5290914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -5290928.000000 Penalty: 5230.241699
	Iteration 71Q: 3 clusters Score -5290928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -5290924.500000 Penalty: 5230.241699
	Iteration 72Q: 3 clusters Score -5290924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -5290918.500000 Penalty: 5230.241699
	Iteration 73Q: 3 clusters Score -5290918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -5290921.500000 Penalty: 5230.241699
	Iteration 74Q: 3 clusters Score -5290922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -5290920.000000 Penalty: 5230.241699
	Iteration 75Q: 3 clusters Score -5290920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -5290917.000000 Penalty: 5230.241699
	Iteration 76Q: 3 clusters Score -5290917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -5290917.000000 Penalty: 5230.241699
	Iteration 77F: 3 clusters Score -5290917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 1259 members 
Mstep: Class 3 contains 152856 members 
Mstep: Class 4 contains 70350 members 
Mstep: Class 5 contains 1532 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 215451 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 10471 members 
Mstep: Class 10 contains 148363 members 
Mstep: Class 11 contains 55327 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 35021 members 
Mstep: Class 14 contains 51045 members 
Mstep: Class 15 contains 55350 members 
Mstep: Class 16 contains 8434 members 
Mstep: Class 17 contains 23984 members 
Mstep: Class 18 contains 41168 members 
Mstep: Class 19 contains 49635 members 
Mstep: Class 20 contains 39560 members 
Mstep: Class 21 contains 40036 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 2960 members 
Entering Unmasked Estep 
Score: -142890736.000000 Penalty: 79101.007812
Splitting cluster 13 changes total score from -142885712.000000 to -142890736.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (51045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Entering Unmasked Estep 
Score: -7122317.500000 Penalty: 2688.434814
	Iteration 0F: 2 clusters Score -7122318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -7087733.500000 Penalty: 5376.869629
	Iteration 0F: 3 clusters Score -7087734 nChanged 23621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -7101279.500000 Penalty: 5376.869629
	Iteration 1F: 3 clusters Score -7101280 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -7102132.000000 Penalty: 5376.869629
	Iteration 2Q: 3 clusters Score -7102132 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -7103227.500000 Penalty: 5376.869629
	Iteration 3Q: 3 clusters Score -7103228 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -7104661.500000 Penalty: 5376.869629
	Iteration 4F: 3 clusters Score -7104662 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -7106571.000000 Penalty: 5376.869629
	Iteration 5F: 3 clusters Score -7106571 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -7108830.500000 Penalty: 5376.869629
	Iteration 6F: 3 clusters Score -7108830 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -7111298.500000 Penalty: 5376.869629
	Iteration 7F: 3 clusters Score -7111298 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -7113738.500000 Penalty: 5376.869629
	Iteration 8F: 3 clusters Score -7113738 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -7115707.000000 Penalty: 5376.869629
	Iteration 9Q: 3 clusters Score -7115707 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -7116980.000000 Penalty: 5376.869629
	Iteration 10Q: 3 clusters Score -7116980 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46063 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -7117800.000000 Penalty: 5376.869629
	Iteration 11Q: 3 clusters Score -7117800 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -7118326.500000 Penalty: 5376.869629
	Iteration 12Q: 3 clusters Score -7118326 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -7118701.500000 Penalty: 5376.869629
	Iteration 13Q: 3 clusters Score -7118702 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -7118977.000000 Penalty: 5376.869629
	Iteration 14Q: 3 clusters Score -7118977 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -7119201.000000 Penalty: 5376.869629
	Iteration 15Q: 3 clusters Score -7119201 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -7119390.000000 Penalty: 5376.869629
	Iteration 16Q: 3 clusters Score -7119390 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -7119526.000000 Penalty: 5376.869629
	Iteration 17Q: 3 clusters Score -7119526 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49144 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -7119639.500000 Penalty: 5376.869629
	Iteration 18Q: 3 clusters Score -7119640 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -7119717.000000 Penalty: 5376.869629
	Iteration 19Q: 3 clusters Score -7119717 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -7119793.000000 Penalty: 5376.869629
	Iteration 20F: 3 clusters Score -7119793 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7119861.000000 Penalty: 5376.869629
	Iteration 21Q: 3 clusters Score -7119861 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -7119905.500000 Penalty: 5376.869629
	Iteration 22Q: 3 clusters Score -7119906 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -7119935.500000 Penalty: 5376.869629
	Iteration 23Q: 3 clusters Score -7119936 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7119973.500000 Penalty: 5376.869629
	Iteration 24Q: 3 clusters Score -7119974 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -7119991.000000 Penalty: 5376.869629
	Iteration 25Q: 3 clusters Score -7119991 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -7120021.000000 Penalty: 5376.869629
	Iteration 26Q: 3 clusters Score -7120021 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7120022.500000 Penalty: 5376.869629
	Iteration 27Q: 3 clusters Score -7120022 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7120038.000000 Penalty: 5376.869629
	Iteration 28Q: 3 clusters Score -7120038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7120045.000000 Penalty: 5376.869629
	Iteration 29Q: 3 clusters Score -7120045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7120049.500000 Penalty: 5376.869629
	Iteration 30Q: 3 clusters Score -7120050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50082 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7120063.000000 Penalty: 5376.869629
	Iteration 31Q: 3 clusters Score -7120063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7120069.000000 Penalty: 5376.869629
	Iteration 32Q: 3 clusters Score -7120069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7120067.000000 Penalty: 5376.869629
	Iteration 33Q: 3 clusters Score -7120067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7120068.500000 Penalty: 5376.869629
	Iteration 34Q: 3 clusters Score -7120068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7120080.500000 Penalty: 5376.869629
	Iteration 35Q: 3 clusters Score -7120080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -7120092.500000 Penalty: 5376.869629
	Iteration 36Q: 3 clusters Score -7120092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50163 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -7120100.500000 Penalty: 5376.869629
	Iteration 37Q: 3 clusters Score -7120100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -7120100.000000 Penalty: 5376.869629
	Iteration 38Q: 3 clusters Score -7120100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50175 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7120105.500000 Penalty: 5376.869629
	Iteration 39Q: 3 clusters Score -7120106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7120101.500000 Penalty: 5376.869629
	Iteration 40F: 3 clusters Score -7120102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7120104.500000 Penalty: 5376.869629
	Iteration 41Q: 3 clusters Score -7120104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7120102.000000 Penalty: 5376.869629
	Iteration 42Q: 3 clusters Score -7120102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7120102.500000 Penalty: 5376.869629
	Iteration 43Q: 3 clusters Score -7120102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7120108.000000 Penalty: 5376.869629
	Iteration 44Q: 3 clusters Score -7120108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50193 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7120102.000000 Penalty: 5376.869629
	Iteration 45Q: 3 clusters Score -7120102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7120106.000000 Penalty: 5376.869629
	Iteration 46Q: 3 clusters Score -7120106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50203 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -7120113.500000 Penalty: 5376.869629
	Iteration 47Q: 3 clusters Score -7120114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7120110.000000 Penalty: 5376.869629
	Iteration 48Q: 3 clusters Score -7120110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7120114.000000 Penalty: 5376.869629
	Iteration 49Q: 3 clusters Score -7120114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7120114.000000 Penalty: 5376.869629
	Iteration 50Q: 3 clusters Score -7120114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7120114.500000 Penalty: 5376.869629
	Iteration 51Q: 3 clusters Score -7120114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -7120117.000000 Penalty: 5376.869629
	Iteration 52Q: 3 clusters Score -7120117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7120117.000000 Penalty: 5376.869629
	Iteration 53Q: 3 clusters Score -7120117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -7120118.500000 Penalty: 5376.869629
	Iteration 54Q: 3 clusters Score -7120118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7120121.000000 Penalty: 5376.869629
	Iteration 55Q: 3 clusters Score -7120121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50226 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7120117.500000 Penalty: 5376.869629
	Iteration 56Q: 3 clusters Score -7120118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -7120114.000000 Penalty: 5376.869629
	Iteration 57Q: 3 clusters Score -7120114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7120113.500000 Penalty: 5376.869629
	Iteration 58Q: 3 clusters Score -7120114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50230 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7120119.500000 Penalty: 5376.869629
	Iteration 59Q: 3 clusters Score -7120120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50230 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7120119.500000 Penalty: 5376.869629
	Iteration 60F: 3 clusters Score -7120120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (55350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55350 members 
Entering Unmasked Estep 
Score: -7765632.500000 Penalty: 2708.515137
	Iteration 0F: 2 clusters Score -7765632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -7728472.500000 Penalty: 5417.030273
	Iteration 0F: 3 clusters Score -7728472 nChanged 25633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -7742617.000000 Penalty: 5417.030273
	Iteration 1F: 3 clusters Score -7742617 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -7743140.500000 Penalty: 5417.030273
	Iteration 2Q: 3 clusters Score -7743140 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -7743560.000000 Penalty: 5417.030273
	Iteration 3Q: 3 clusters Score -7743560 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -7743985.500000 Penalty: 5417.030273
	Iteration 4Q: 3 clusters Score -7743986 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -7744403.000000 Penalty: 5417.030273
	Iteration 5Q: 3 clusters Score -7744403 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -7744948.000000 Penalty: 5417.030273
	Iteration 6Q: 3 clusters Score -7744948 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -7745663.000000 Penalty: 5417.030273
	Iteration 7Q: 3 clusters Score -7745663 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -7746719.000000 Penalty: 5417.030273
	Iteration 8Q: 3 clusters Score -7746719 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -7748336.000000 Penalty: 5417.030273
	Iteration 9F: 3 clusters Score -7748336 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -7750765.500000 Penalty: 5417.030273
	Iteration 10F: 3 clusters Score -7750766 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -7753661.500000 Penalty: 5417.030273
	Iteration 11F: 3 clusters Score -7753662 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -7756654.500000 Penalty: 5417.030273
	Iteration 12F: 3 clusters Score -7756654 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -7759083.000000 Penalty: 5417.030273
	Iteration 13F: 3 clusters Score -7759083 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -7760898.500000 Penalty: 5417.030273
	Iteration 14Q: 3 clusters Score -7760898 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 51441 members 
Entering Unmasked Estep 
Score: -7762018.500000 Penalty: 5417.030273
	Iteration 15Q: 3 clusters Score -7762018 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -7762713.000000 Penalty: 5417.030273
	Iteration 16Q: 3 clusters Score -7762713 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -7763173.500000 Penalty: 5417.030273
	Iteration 17Q: 3 clusters Score -7763174 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 53071 members 
Entering Unmasked Estep 
Score: -7763388.500000 Penalty: 5417.030273
	Iteration 18Q: 3 clusters Score -7763388 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 53304 members 
Entering Unmasked Estep 
Score: -7763546.000000 Penalty: 5417.030273
	Iteration 19Q: 3 clusters Score -7763546 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 53482 members 
Entering Unmasked Estep 
Score: -7763651.000000 Penalty: 5417.030273
	Iteration 20F: 3 clusters Score -7763651 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -7763698.500000 Penalty: 5417.030273
	Iteration 21Q: 3 clusters Score -7763698 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -7763738.000000 Penalty: 5417.030273
	Iteration 22Q: 3 clusters Score -7763738 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -7763785.500000 Penalty: 5417.030273
	Iteration 23Q: 3 clusters Score -7763786 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -7763812.000000 Penalty: 5417.030273
	Iteration 24Q: 3 clusters Score -7763812 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -7763846.000000 Penalty: 5417.030273
	Iteration 25Q: 3 clusters Score -7763846 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 53887 members 
Entering Unmasked Estep 
Score: -7763858.500000 Penalty: 5417.030273
	Iteration 26Q: 3 clusters Score -7763858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -7763869.000000 Penalty: 5417.030273
	Iteration 27Q: 3 clusters Score -7763869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 53936 members 
Entering Unmasked Estep 
Score: -7763885.000000 Penalty: 5417.030273
	Iteration 28Q: 3 clusters Score -7763885 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 53959 members 
Entering Unmasked Estep 
Score: -7763904.000000 Penalty: 5417.030273
	Iteration 29Q: 3 clusters Score -7763904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -7763907.000000 Penalty: 5417.030273
	Iteration 30Q: 3 clusters Score -7763907 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 54002 members 
Entering Unmasked Estep 
Score: -7763906.000000 Penalty: 5417.030273
	Iteration 31Q: 3 clusters Score -7763906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 54016 members 
Entering Unmasked Estep 
Score: -7763914.500000 Penalty: 5417.030273
	Iteration 32Q: 3 clusters Score -7763914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -7763912.500000 Penalty: 5417.030273
	Iteration 33Q: 3 clusters Score -7763912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 54031 members 
Entering Unmasked Estep 
Score: -7763909.000000 Penalty: 5417.030273
	Iteration 34Q: 3 clusters Score -7763909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -7763910.500000 Penalty: 5417.030273
	Iteration 35Q: 3 clusters Score -7763910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -7763910.500000 Penalty: 5417.030273
	Iteration 36F: 3 clusters Score -7763910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Entering Unmasked Estep 
Score: -1126837.125000 Penalty: 2241.926514
	Iteration 0F: 2 clusters Score -1126837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1120189.125000 Penalty: 4483.853027
	Iteration 0F: 3 clusters Score -1120189 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1122100.375000 Penalty: 4483.853027
	Iteration 1F: 3 clusters Score -1122100 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1122688.000000 Penalty: 4483.853027
	Iteration 2F: 3 clusters Score -1122688 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1123166.750000 Penalty: 4483.853027
	Iteration 3F: 3 clusters Score -1123167 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1123629.375000 Penalty: 4483.853027
	Iteration 4F: 3 clusters Score -1123629 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1124190.500000 Penalty: 4483.853027
	Iteration 5F: 3 clusters Score -1124190 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1124740.750000 Penalty: 4483.853027
	Iteration 6F: 3 clusters Score -1124741 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1125258.750000 Penalty: 4483.853027
	Iteration 7F: 3 clusters Score -1125259 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1125633.125000 Penalty: 4483.853027
	Iteration 8F: 3 clusters Score -1125633 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1125924.875000 Penalty: 4483.853027
	Iteration 9Q: 3 clusters Score -1125925 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1126217.750000 Penalty: 4483.853027
	Iteration 10Q: 3 clusters Score -1126218 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1126633.875000 Penalty: 4483.853027
	Iteration 11Q: 3 clusters Score -1126634 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1127237.000000 Penalty: 4483.853027
	Iteration 12Q: 3 clusters Score -1127237 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1128047.250000 Penalty: 4483.853027
	Iteration 13Q: 3 clusters Score -1128047 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1128618.125000 Penalty: 4483.853027
	Iteration 14Q: 3 clusters Score -1128618 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1128770.500000 Penalty: 4483.853027
	Iteration 15Q: 3 clusters Score -1128770 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1128806.500000 Penalty: 4483.853027
	Iteration 16Q: 3 clusters Score -1128806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1128818.875000 Penalty: 4483.853027
	Iteration 17Q: 3 clusters Score -1128819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1128825.000000 Penalty: 4483.853027
	Iteration 18Q: 3 clusters Score -1128825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1128826.875000 Penalty: 4483.853027
	Iteration 19Q: 3 clusters Score -1128827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1128829.125000 Penalty: 4483.853027
	Iteration 20F: 3 clusters Score -1128829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1128828.625000 Penalty: 4483.853027
	Iteration 21Q: 3 clusters Score -1128829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1128828.500000 Penalty: 4483.853027
	Iteration 22Q: 3 clusters Score -1128828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1128829.250000 Penalty: 4483.853027
	Iteration 23Q: 3 clusters Score -1128829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1128829.375000 Penalty: 4483.853027
	Iteration 24Q: 3 clusters Score -1128829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1128832.500000 Penalty: 4483.853027
	Iteration 25Q: 3 clusters Score -1128832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1128831.875000 Penalty: 4483.853027
	Iteration 26Q: 3 clusters Score -1128832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1128832.875000 Penalty: 4483.853027
	Iteration 27Q: 3 clusters Score -1128833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1128833.750000 Penalty: 4483.853027
	Iteration 28Q: 3 clusters Score -1128834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1128833.750000 Penalty: 4483.853027
	Iteration 29F: 3 clusters Score -1128834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 1259 members 
Mstep: Class 3 contains 152856 members 
Mstep: Class 4 contains 70350 members 
Mstep: Class 5 contains 1532 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 215451 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 10471 members 
Mstep: Class 10 contains 148363 members 
Mstep: Class 11 contains 55327 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 35021 members 
Mstep: Class 14 contains 51045 members 
Mstep: Class 15 contains 55350 members 
Mstep: Class 16 contains 5693 members 
Mstep: Class 17 contains 23984 members 
Mstep: Class 18 contains 41168 members 
Mstep: Class 19 contains 49635 members 
Mstep: Class 20 contains 39560 members 
Mstep: Class 21 contains 40036 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 2741 members 
Entering Unmasked Estep 
Score: -142891184.000000 Penalty: 82540.179688
Splitting cluster 16 changes total score from -142885712.000000 to -142891184.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (23984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Entering Unmasked Estep 
Score: -3237776.500000 Penalty: 2501.115234
	Iteration 0F: 2 clusters Score -3237776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -3221281.250000 Penalty: 5002.230469
	Iteration 0F: 3 clusters Score -3221281 nChanged 10644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -3227227.000000 Penalty: 5002.230469
	Iteration 1F: 3 clusters Score -3227227 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -3228123.000000 Penalty: 5002.230469
	Iteration 2F: 3 clusters Score -3228123 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -3229478.500000 Penalty: 5002.230469
	Iteration 3F: 3 clusters Score -3229478 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -3231412.750000 Penalty: 5002.230469
	Iteration 4F: 3 clusters Score -3231413 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -3233959.750000 Penalty: 5002.230469
	Iteration 5F: 3 clusters Score -3233960 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -3236080.500000 Penalty: 5002.230469
	Iteration 6F: 3 clusters Score -3236080 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -3237294.500000 Penalty: 5002.230469
	Iteration 7F: 3 clusters Score -3237294 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -3238062.750000 Penalty: 5002.230469
	Iteration 8Q: 3 clusters Score -3238063 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -3238596.500000 Penalty: 5002.230469
	Iteration 9Q: 3 clusters Score -3238596 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -3238973.000000 Penalty: 5002.230469
	Iteration 10Q: 3 clusters Score -3238973 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -3239223.500000 Penalty: 5002.230469
	Iteration 11Q: 3 clusters Score -3239224 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -3239363.000000 Penalty: 5002.230469
	Iteration 12Q: 3 clusters Score -3239363 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -3239446.500000 Penalty: 5002.230469
	Iteration 13Q: 3 clusters Score -3239446 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -3239501.500000 Penalty: 5002.230469
	Iteration 14Q: 3 clusters Score -3239502 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -3239538.250000 Penalty: 5002.230469
	Iteration 15Q: 3 clusters Score -3239538 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -3239563.500000 Penalty: 5002.230469
	Iteration 16Q: 3 clusters Score -3239564 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -3239567.000000 Penalty: 5002.230469
	Iteration 17Q: 3 clusters Score -3239567 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -3239588.000000 Penalty: 5002.230469
	Iteration 18Q: 3 clusters Score -3239588 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -3239592.250000 Penalty: 5002.230469
	Iteration 19Q: 3 clusters Score -3239592 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -3239595.250000 Penalty: 5002.230469
	Iteration 20F: 3 clusters Score -3239595 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -3239604.500000 Penalty: 5002.230469
	Iteration 21Q: 3 clusters Score -3239604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -3239607.750000 Penalty: 5002.230469
	Iteration 22Q: 3 clusters Score -3239608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -3239606.500000 Penalty: 5002.230469
	Iteration 23Q: 3 clusters Score -3239606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -3239606.250000 Penalty: 5002.230469
	Iteration 24Q: 3 clusters Score -3239606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -3239604.500000 Penalty: 5002.230469
	Iteration 25Q: 3 clusters Score -3239604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -3239604.750000 Penalty: 5002.230469
	Iteration 26Q: 3 clusters Score -3239605 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -3239611.750000 Penalty: 5002.230469
	Iteration 27Q: 3 clusters Score -3239612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -3239608.000000 Penalty: 5002.230469
	Iteration 28Q: 3 clusters Score -3239608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -3239609.000000 Penalty: 5002.230469
	Iteration 29Q: 3 clusters Score -3239609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -3239602.250000 Penalty: 5002.230469
	Iteration 30Q: 3 clusters Score -3239602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -3239614.000000 Penalty: 5002.230469
	Iteration 31Q: 3 clusters Score -3239614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -3239611.250000 Penalty: 5002.230469
	Iteration 32Q: 3 clusters Score -3239611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -3239604.750000 Penalty: 5002.230469
	Iteration 33Q: 3 clusters Score -3239605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -3239608.250000 Penalty: 5002.230469
	Iteration 34Q: 3 clusters Score -3239608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -3239611.750000 Penalty: 5002.230469
	Iteration 35Q: 3 clusters Score -3239612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -3239609.250000 Penalty: 5002.230469
	Iteration 36Q: 3 clusters Score -3239609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -3239614.500000 Penalty: 5002.230469
	Iteration 37Q: 3 clusters Score -3239614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -3239612.000000 Penalty: 5002.230469
	Iteration 38Q: 3 clusters Score -3239612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -3239620.000000 Penalty: 5002.230469
	Iteration 39Q: 3 clusters Score -3239620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -3239614.250000 Penalty: 5002.230469
	Iteration 40F: 3 clusters Score -3239614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -3239616.250000 Penalty: 5002.230469
	Iteration 41Q: 3 clusters Score -3239616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -3239617.250000 Penalty: 5002.230469
	Iteration 42Q: 3 clusters Score -3239617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -3239621.250000 Penalty: 5002.230469
	Iteration 43Q: 3 clusters Score -3239621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -3239619.000000 Penalty: 5002.230469
	Iteration 44Q: 3 clusters Score -3239619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -3239619.000000 Penalty: 5002.230469
	Iteration 45Q: 3 clusters Score -3239619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -3239619.000000 Penalty: 5002.230469
	Iteration 46F: 3 clusters Score -3239619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 1259 members 
Mstep: Class 3 contains 152856 members 
Mstep: Class 4 contains 70350 members 
Mstep: Class 5 contains 1532 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 215451 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 10471 members 
Mstep: Class 10 contains 148363 members 
Mstep: Class 11 contains 55327 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 35021 members 
Mstep: Class 14 contains 51045 members 
Mstep: Class 15 contains 55350 members 
Mstep: Class 16 contains 5693 members 
Mstep: Class 17 contains 14391 members 
Mstep: Class 18 contains 41168 members 
Mstep: Class 19 contains 49635 members 
Mstep: Class 20 contains 39560 members 
Mstep: Class 21 contains 40036 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 2741 members 
Mstep: Class 25 contains 9593 members 
Entering Unmasked Estep 
Score: -142892256.000000 Penalty: 85979.351562
Splitting cluster 17 changes total score from -142885712.000000 to -142892256.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (41168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Entering Unmasked Estep 
Score: -5573111.000000 Penalty: 2635.103271
	Iteration 0F: 2 clusters Score -5573111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -5545205.000000 Penalty: 5270.206543
	Iteration 0F: 3 clusters Score -5545205 nChanged 18937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -5555944.500000 Penalty: 5270.206543
	Iteration 1F: 3 clusters Score -5555944 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -5557032.000000 Penalty: 5270.206543
	Iteration 2F: 3 clusters Score -5557032 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -5558628.000000 Penalty: 5270.206543
	Iteration 3F: 3 clusters Score -5558628 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -5560822.000000 Penalty: 5270.206543
	Iteration 4F: 3 clusters Score -5560822 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -5563565.500000 Penalty: 5270.206543
	Iteration 5F: 3 clusters Score -5563566 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -5565933.500000 Penalty: 5270.206543
	Iteration 6F: 3 clusters Score -5565934 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -5567678.000000 Penalty: 5270.206543
	Iteration 7F: 3 clusters Score -5567678 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -5568799.500000 Penalty: 5270.206543
	Iteration 8Q: 3 clusters Score -5568800 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -5569475.000000 Penalty: 5270.206543
	Iteration 9Q: 3 clusters Score -5569475 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -5569916.500000 Penalty: 5270.206543
	Iteration 10Q: 3 clusters Score -5569916 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -5570299.500000 Penalty: 5270.206543
	Iteration 11Q: 3 clusters Score -5570300 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -5570585.000000 Penalty: 5270.206543
	Iteration 12Q: 3 clusters Score -5570585 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -5570956.000000 Penalty: 5270.206543
	Iteration 13Q: 3 clusters Score -5570956 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -5571367.000000 Penalty: 5270.206543
	Iteration 14Q: 3 clusters Score -5571367 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -5571787.000000 Penalty: 5270.206543
	Iteration 15Q: 3 clusters Score -5571787 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -5572161.500000 Penalty: 5270.206543
	Iteration 16Q: 3 clusters Score -5572162 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -5572494.500000 Penalty: 5270.206543
	Iteration 17Q: 3 clusters Score -5572494 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -5572773.000000 Penalty: 5270.206543
	Iteration 18Q: 3 clusters Score -5572773 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -5572922.500000 Penalty: 5270.206543
	Iteration 19Q: 3 clusters Score -5572922 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -5573015.500000 Penalty: 5270.206543
	Iteration 20F: 3 clusters Score -5573016 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -5573095.500000 Penalty: 5270.206543
	Iteration 21Q: 3 clusters Score -5573096 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -5573163.500000 Penalty: 5270.206543
	Iteration 22Q: 3 clusters Score -5573164 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -5573214.500000 Penalty: 5270.206543
	Iteration 23Q: 3 clusters Score -5573214 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -5573315.500000 Penalty: 5270.206543
	Iteration 24Q: 3 clusters Score -5573316 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -5573387.500000 Penalty: 5270.206543
	Iteration 25Q: 3 clusters Score -5573388 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -5573472.000000 Penalty: 5270.206543
	Iteration 26Q: 3 clusters Score -5573472 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -5573541.000000 Penalty: 5270.206543
	Iteration 27Q: 3 clusters Score -5573541 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -5573672.000000 Penalty: 5270.206543
	Iteration 28Q: 3 clusters Score -5573672 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -5573893.000000 Penalty: 5270.206543
	Iteration 29Q: 3 clusters Score -5573893 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -5574168.000000 Penalty: 5270.206543
	Iteration 30Q: 3 clusters Score -5574168 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -5574449.000000 Penalty: 5270.206543
	Iteration 31Q: 3 clusters Score -5574449 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -5574605.000000 Penalty: 5270.206543
	Iteration 32Q: 3 clusters Score -5574605 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -5574673.500000 Penalty: 5270.206543
	Iteration 33Q: 3 clusters Score -5574674 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -5574682.000000 Penalty: 5270.206543
	Iteration 34Q: 3 clusters Score -5574682 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -5574706.500000 Penalty: 5270.206543
	Iteration 35Q: 3 clusters Score -5574706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -5574724.000000 Penalty: 5270.206543
	Iteration 36Q: 3 clusters Score -5574724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -5574716.500000 Penalty: 5270.206543
	Iteration 37Q: 3 clusters Score -5574716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -5574719.500000 Penalty: 5270.206543
	Iteration 38Q: 3 clusters Score -5574720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -5574724.000000 Penalty: 5270.206543
	Iteration 39Q: 3 clusters Score -5574724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -5574741.000000 Penalty: 5270.206543
	Iteration 40F: 3 clusters Score -5574741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -5574743.000000 Penalty: 5270.206543
	Iteration 41Q: 3 clusters Score -5574743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -5574741.500000 Penalty: 5270.206543
	Iteration 42Q: 3 clusters Score -5574742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -5574743.000000 Penalty: 5270.206543
	Iteration 43Q: 3 clusters Score -5574743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -5574742.500000 Penalty: 5270.206543
	Iteration 44Q: 3 clusters Score -5574742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -5574737.500000 Penalty: 5270.206543
	Iteration 45Q: 3 clusters Score -5574738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -5574731.500000 Penalty: 5270.206543
	Iteration 46Q: 3 clusters Score -5574732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -5574738.500000 Penalty: 5270.206543
	Iteration 47Q: 3 clusters Score -5574738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -5574740.500000 Penalty: 5270.206543
	Iteration 48Q: 3 clusters Score -5574740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -5574740.500000 Penalty: 5270.206543
	Iteration 49F: 3 clusters Score -5574740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 1259 members 
Mstep: Class 3 contains 152856 members 
Mstep: Class 4 contains 70350 members 
Mstep: Class 5 contains 1532 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 215451 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 10471 members 
Mstep: Class 10 contains 148363 members 
Mstep: Class 11 contains 55327 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 35021 members 
Mstep: Class 14 contains 51045 members 
Mstep: Class 15 contains 55350 members 
Mstep: Class 16 contains 5693 members 
Mstep: Class 17 contains 14391 members 
Mstep: Class 18 contains 36517 members 
Mstep: Class 19 contains 49635 members 
Mstep: Class 20 contains 39560 members 
Mstep: Class 21 contains 40036 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 2741 members 
Mstep: Class 25 contains 9593 members 
Mstep: Class 26 contains 4651 members 
Entering Unmasked Estep 
Score: -142893184.000000 Penalty: 89418.531250
Splitting cluster 18 changes total score from -142885712.000000 to -142893184.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (49635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Entering Unmasked Estep 
Score: -6931197.500000 Penalty: 2681.488037
	Iteration 0F: 2 clusters Score -6931198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -6897790.500000 Penalty: 5362.976074
	Iteration 0F: 3 clusters Score -6897790 nChanged 22894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -6910859.000000 Penalty: 5362.976074
	Iteration 1F: 3 clusters Score -6910859 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -6911853.000000 Penalty: 5362.976074
	Iteration 2Q: 3 clusters Score -6911853 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -6913132.500000 Penalty: 5362.976074
	Iteration 3F: 3 clusters Score -6913132 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -6914918.000000 Penalty: 5362.976074
	Iteration 4F: 3 clusters Score -6914918 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -6917466.500000 Penalty: 5362.976074
	Iteration 5F: 3 clusters Score -6917466 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -6920774.500000 Penalty: 5362.976074
	Iteration 6F: 3 clusters Score -6920774 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -6924176.000000 Penalty: 5362.976074
	Iteration 7F: 3 clusters Score -6924176 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -6926716.000000 Penalty: 5362.976074
	Iteration 8F: 3 clusters Score -6926716 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -6928424.500000 Penalty: 5362.976074
	Iteration 9Q: 3 clusters Score -6928424 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -6929484.500000 Penalty: 5362.976074
	Iteration 10Q: 3 clusters Score -6929484 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -6930191.000000 Penalty: 5362.976074
	Iteration 11Q: 3 clusters Score -6930191 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -6930641.500000 Penalty: 5362.976074
	Iteration 12Q: 3 clusters Score -6930642 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -6930939.000000 Penalty: 5362.976074
	Iteration 13Q: 3 clusters Score -6930939 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -6931050.000000 Penalty: 5362.976074
	Iteration 14Q: 3 clusters Score -6931050 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -6931100.500000 Penalty: 5362.976074
	Iteration 15Q: 3 clusters Score -6931100 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -6931125.500000 Penalty: 5362.976074
	Iteration 16Q: 3 clusters Score -6931126 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -6931196.000000 Penalty: 5362.976074
	Iteration 17Q: 3 clusters Score -6931196 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -6931239.500000 Penalty: 5362.976074
	Iteration 18Q: 3 clusters Score -6931240 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -6931268.000000 Penalty: 5362.976074
	Iteration 19Q: 3 clusters Score -6931268 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -6931298.500000 Penalty: 5362.976074
	Iteration 20F: 3 clusters Score -6931298 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -6931298.000000 Penalty: 5362.976074
	Iteration 21Q: 3 clusters Score -6931298 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -6931329.000000 Penalty: 5362.976074
	Iteration 22Q: 3 clusters Score -6931329 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -6931343.000000 Penalty: 5362.976074
	Iteration 23Q: 3 clusters Score -6931343 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -6931362.500000 Penalty: 5362.976074
	Iteration 24Q: 3 clusters Score -6931362 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -6931359.000000 Penalty: 5362.976074
	Iteration 25Q: 3 clusters Score -6931359 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -6931373.000000 Penalty: 5362.976074
	Iteration 26Q: 3 clusters Score -6931373 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -6931358.000000 Penalty: 5362.976074
	Iteration 27Q: 3 clusters Score -6931358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -6931362.000000 Penalty: 5362.976074
	Iteration 28Q: 3 clusters Score -6931362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -6931365.000000 Penalty: 5362.976074
	Iteration 29Q: 3 clusters Score -6931365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -6931360.500000 Penalty: 5362.976074
	Iteration 30Q: 3 clusters Score -6931360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -6931362.000000 Penalty: 5362.976074
	Iteration 31Q: 3 clusters Score -6931362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -6931364.000000 Penalty: 5362.976074
	Iteration 32Q: 3 clusters Score -6931364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -6931374.500000 Penalty: 5362.976074
	Iteration 33Q: 3 clusters Score -6931374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -6931380.000000 Penalty: 5362.976074
	Iteration 34Q: 3 clusters Score -6931380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -6931384.000000 Penalty: 5362.976074
	Iteration 35Q: 3 clusters Score -6931384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -6931376.000000 Penalty: 5362.976074
	Iteration 36Q: 3 clusters Score -6931376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -6931370.500000 Penalty: 5362.976074
	Iteration 37Q: 3 clusters Score -6931370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -6931375.000000 Penalty: 5362.976074
	Iteration 38Q: 3 clusters Score -6931375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -6931387.500000 Penalty: 5362.976074
	Iteration 39Q: 3 clusters Score -6931388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -6931383.500000 Penalty: 5362.976074
	Iteration 40F: 3 clusters Score -6931384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -6931382.000000 Penalty: 5362.976074
	Iteration 41Q: 3 clusters Score -6931382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -6931380.500000 Penalty: 5362.976074
	Iteration 42Q: 3 clusters Score -6931380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -6931377.500000 Penalty: 5362.976074
	Iteration 43Q: 3 clusters Score -6931378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -6931374.000000 Penalty: 5362.976074
	Iteration 44Q: 3 clusters Score -6931374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -6931380.000000 Penalty: 5362.976074
	Iteration 45Q: 3 clusters Score -6931380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -6931381.500000 Penalty: 5362.976074
	Iteration 46Q: 3 clusters Score -6931382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -6931376.500000 Penalty: 5362.976074
	Iteration 47Q: 3 clusters Score -6931376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -6931379.000000 Penalty: 5362.976074
	Iteration 48Q: 3 clusters Score -6931379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -6931379.500000 Penalty: 5362.976074
	Iteration 49Q: 3 clusters Score -6931380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -6931380.500000 Penalty: 5362.976074
	Iteration 50Q: 3 clusters Score -6931380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -6931383.000000 Penalty: 5362.976074
	Iteration 51Q: 3 clusters Score -6931383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -6931382.500000 Penalty: 5362.976074
	Iteration 52Q: 3 clusters Score -6931382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -6931382.500000 Penalty: 5362.976074
	Iteration 53F: 3 clusters Score -6931382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 1259 members 
Mstep: Class 3 contains 152856 members 
Mstep: Class 4 contains 70350 members 
Mstep: Class 5 contains 1532 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 215451 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 10471 members 
Mstep: Class 10 contains 148363 members 
Mstep: Class 11 contains 55327 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 35021 members 
Mstep: Class 14 contains 51045 members 
Mstep: Class 15 contains 55350 members 
Mstep: Class 16 contains 5693 members 
Mstep: Class 17 contains 14391 members 
Mstep: Class 18 contains 36517 members 
Mstep: Class 19 contains 5195 members 
Mstep: Class 20 contains 39560 members 
Mstep: Class 21 contains 40036 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 2741 members 
Mstep: Class 25 contains 9593 members 
Mstep: Class 26 contains 4651 members 
Mstep: Class 27 contains 44440 members 
Entering Unmasked Estep 
Score: -142892544.000000 Penalty: 92857.703125
Splitting cluster 19 changes total score from -142885712.000000 to -142892544.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 20 (39560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Entering Unmasked Estep 
Score: -5181087.500000 Penalty: 2625.222412
	Iteration 0F: 2 clusters Score -5181088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -5154248.000000 Penalty: 5250.444824
	Iteration 0F: 3 clusters Score -5154248 nChanged 18114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -5165604.500000 Penalty: 5250.444824
	Iteration 1F: 3 clusters Score -5165604 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -5167633.500000 Penalty: 5250.444824
	Iteration 2F: 3 clusters Score -5167634 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -5169792.000000 Penalty: 5250.444824
	Iteration 3F: 3 clusters Score -5169792 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -5172117.500000 Penalty: 5250.444824
	Iteration 4F: 3 clusters Score -5172118 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -5174504.000000 Penalty: 5250.444824
	Iteration 5F: 3 clusters Score -5174504 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -5176339.500000 Penalty: 5250.444824
	Iteration 6F: 3 clusters Score -5176340 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -5177581.000000 Penalty: 5250.444824
	Iteration 7F: 3 clusters Score -5177581 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -5178456.000000 Penalty: 5250.444824
	Iteration 8Q: 3 clusters Score -5178456 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -5179031.500000 Penalty: 5250.444824
	Iteration 9Q: 3 clusters Score -5179032 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -5179495.500000 Penalty: 5250.444824
	Iteration 10Q: 3 clusters Score -5179496 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -5179841.500000 Penalty: 5250.444824
	Iteration 11Q: 3 clusters Score -5179842 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -5180108.500000 Penalty: 5250.444824
	Iteration 12Q: 3 clusters Score -5180108 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -5180402.500000 Penalty: 5250.444824
	Iteration 13Q: 3 clusters Score -5180402 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -5180654.500000 Penalty: 5250.444824
	Iteration 14Q: 3 clusters Score -5180654 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -5180882.000000 Penalty: 5250.444824
	Iteration 15Q: 3 clusters Score -5180882 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -5181114.000000 Penalty: 5250.444824
	Iteration 16Q: 3 clusters Score -5181114 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -5181356.000000 Penalty: 5250.444824
	Iteration 17Q: 3 clusters Score -5181356 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -5181630.000000 Penalty: 5250.444824
	Iteration 18Q: 3 clusters Score -5181630 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -5181853.000000 Penalty: 5250.444824
	Iteration 19Q: 3 clusters Score -5181853 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -5182087.500000 Penalty: 5250.444824
	Iteration 20F: 3 clusters Score -5182088 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -5182393.500000 Penalty: 5250.444824
	Iteration 21Q: 3 clusters Score -5182394 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -5182712.500000 Penalty: 5250.444824
	Iteration 22Q: 3 clusters Score -5182712 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -5183158.500000 Penalty: 5250.444824
	Iteration 23Q: 3 clusters Score -5183158 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -5183680.500000 Penalty: 5250.444824
	Iteration 24Q: 3 clusters Score -5183680 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -5184176.000000 Penalty: 5250.444824
	Iteration 25Q: 3 clusters Score -5184176 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -5184609.500000 Penalty: 5250.444824
	Iteration 26Q: 3 clusters Score -5184610 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -5184910.000000 Penalty: 5250.444824
	Iteration 27Q: 3 clusters Score -5184910 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -5185082.500000 Penalty: 5250.444824
	Iteration 28Q: 3 clusters Score -5185082 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -5185154.500000 Penalty: 5250.444824
	Iteration 29Q: 3 clusters Score -5185154 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -5185216.500000 Penalty: 5250.444824
	Iteration 30Q: 3 clusters Score -5185216 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -5185258.500000 Penalty: 5250.444824
	Iteration 31Q: 3 clusters Score -5185258 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -5185297.000000 Penalty: 5250.444824
	Iteration 32Q: 3 clusters Score -5185297 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -5185298.000000 Penalty: 5250.444824
	Iteration 33Q: 3 clusters Score -5185298 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -5185306.000000 Penalty: 5250.444824
	Iteration 34Q: 3 clusters Score -5185306 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -5185312.500000 Penalty: 5250.444824
	Iteration 35Q: 3 clusters Score -5185312 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -5185331.000000 Penalty: 5250.444824
	Iteration 36Q: 3 clusters Score -5185331 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -5185347.000000 Penalty: 5250.444824
	Iteration 37Q: 3 clusters Score -5185347 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -5185347.500000 Penalty: 5250.444824
	Iteration 38Q: 3 clusters Score -5185348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -5185353.000000 Penalty: 5250.444824
	Iteration 39Q: 3 clusters Score -5185353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -5185360.500000 Penalty: 5250.444824
	Iteration 40F: 3 clusters Score -5185360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -5185369.500000 Penalty: 5250.444824
	Iteration 41Q: 3 clusters Score -5185370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -5185371.500000 Penalty: 5250.444824
	Iteration 42Q: 3 clusters Score -5185372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -5185376.500000 Penalty: 5250.444824
	Iteration 43Q: 3 clusters Score -5185376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -5185383.500000 Penalty: 5250.444824
	Iteration 44Q: 3 clusters Score -5185384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -5185389.000000 Penalty: 5250.444824
	Iteration 45Q: 3 clusters Score -5185389 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -5185390.000000 Penalty: 5250.444824
	Iteration 46Q: 3 clusters Score -5185390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -5185402.000000 Penalty: 5250.444824
	Iteration 47Q: 3 clusters Score -5185402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -5185398.500000 Penalty: 5250.444824
	Iteration 48Q: 3 clusters Score -5185398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -5185401.000000 Penalty: 5250.444824
	Iteration 49Q: 3 clusters Score -5185401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -5185391.500000 Penalty: 5250.444824
	Iteration 50Q: 3 clusters Score -5185392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -5185394.000000 Penalty: 5250.444824
	Iteration 51Q: 3 clusters Score -5185394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -5185398.500000 Penalty: 5250.444824
	Iteration 52Q: 3 clusters Score -5185398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -5185406.000000 Penalty: 5250.444824
	Iteration 53Q: 3 clusters Score -5185406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -5185405.500000 Penalty: 5250.444824
	Iteration 54Q: 3 clusters Score -5185406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -5185405.500000 Penalty: 5250.444824
	Iteration 55F: 3 clusters Score -5185406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 1259 members 
Mstep: Class 3 contains 152856 members 
Mstep: Class 4 contains 70350 members 
Mstep: Class 5 contains 1532 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 215451 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 10471 members 
Mstep: Class 10 contains 148363 members 
Mstep: Class 11 contains 55327 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 35021 members 
Mstep: Class 14 contains 51045 members 
Mstep: Class 15 contains 55350 members 
Mstep: Class 16 contains 5693 members 
Mstep: Class 17 contains 14391 members 
Mstep: Class 18 contains 36517 members 
Mstep: Class 19 contains 5195 members 
Mstep: Class 20 contains 34559 members 
Mstep: Class 21 contains 40036 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 2741 members 
Mstep: Class 25 contains 9593 members 
Mstep: Class 26 contains 4651 members 
Mstep: Class 27 contains 44440 members 
Mstep: Class 28 contains 5001 members 
Entering Unmasked Estep 
Score: -142895824.000000 Penalty: 96296.875000
Splitting cluster 20 changes total score from -142885712.000000 to -142895824.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 21 (40036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Entering Unmasked Estep 
Score: -5623315.500000 Penalty: 2628.188477
	Iteration 0F: 2 clusters Score -5623316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -5595961.000000 Penalty: 5256.376953
	Iteration 0F: 3 clusters Score -5595961 nChanged 18349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -5606173.500000 Penalty: 5256.376953
	Iteration 1F: 3 clusters Score -5606174 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -5606837.000000 Penalty: 5256.376953
	Iteration 2Q: 3 clusters Score -5606837 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -5607431.000000 Penalty: 5256.376953
	Iteration 3Q: 3 clusters Score -5607431 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -5607950.500000 Penalty: 5256.376953
	Iteration 4Q: 3 clusters Score -5607950 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -5608507.500000 Penalty: 5256.376953
	Iteration 5Q: 3 clusters Score -5608508 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -5608896.500000 Penalty: 5256.376953
	Iteration 6Q: 3 clusters Score -5608896 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -5609321.500000 Penalty: 5256.376953
	Iteration 7Q: 3 clusters Score -5609322 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -5609761.000000 Penalty: 5256.376953
	Iteration 8Q: 3 clusters Score -5609761 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -5610135.000000 Penalty: 5256.376953
	Iteration 9Q: 3 clusters Score -5610135 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -5610609.500000 Penalty: 5256.376953
	Iteration 10Q: 3 clusters Score -5610610 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -5611240.500000 Penalty: 5256.376953
	Iteration 11Q: 3 clusters Score -5611240 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -5611932.500000 Penalty: 5256.376953
	Iteration 12Q: 3 clusters Score -5611932 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -5612755.000000 Penalty: 5256.376953
	Iteration 13Q: 3 clusters Score -5612755 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -5613702.000000 Penalty: 5256.376953
	Iteration 14Q: 3 clusters Score -5613702 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -5614442.000000 Penalty: 5256.376953
	Iteration 15Q: 3 clusters Score -5614442 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -5614907.500000 Penalty: 5256.376953
	Iteration 16Q: 3 clusters Score -5614908 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -5615148.000000 Penalty: 5256.376953
	Iteration 17Q: 3 clusters Score -5615148 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -5615254.500000 Penalty: 5256.376953
	Iteration 18Q: 3 clusters Score -5615254 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -5615393.500000 Penalty: 5256.376953
	Iteration 19Q: 3 clusters Score -5615394 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -5615486.500000 Penalty: 5256.376953
	Iteration 20F: 3 clusters Score -5615486 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -5615560.500000 Penalty: 5256.376953
	Iteration 21Q: 3 clusters Score -5615560 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -5615658.000000 Penalty: 5256.376953
	Iteration 22Q: 3 clusters Score -5615658 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -5615754.500000 Penalty: 5256.376953
	Iteration 23Q: 3 clusters Score -5615754 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -5615869.500000 Penalty: 5256.376953
	Iteration 24Q: 3 clusters Score -5615870 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -5615983.000000 Penalty: 5256.376953
	Iteration 25Q: 3 clusters Score -5615983 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -5616077.500000 Penalty: 5256.376953
	Iteration 26Q: 3 clusters Score -5616078 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -5616242.500000 Penalty: 5256.376953
	Iteration 27Q: 3 clusters Score -5616242 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -5616366.000000 Penalty: 5256.376953
	Iteration 28Q: 3 clusters Score -5616366 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -5616506.500000 Penalty: 5256.376953
	Iteration 29Q: 3 clusters Score -5616506 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -5616658.500000 Penalty: 5256.376953
	Iteration 30Q: 3 clusters Score -5616658 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -5616822.000000 Penalty: 5256.376953
	Iteration 31Q: 3 clusters Score -5616822 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -5616990.500000 Penalty: 5256.376953
	Iteration 32Q: 3 clusters Score -5616990 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -5617212.500000 Penalty: 5256.376953
	Iteration 33Q: 3 clusters Score -5617212 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -5617478.000000 Penalty: 5256.376953
	Iteration 34Q: 3 clusters Score -5617478 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -5617740.500000 Penalty: 5256.376953
	Iteration 35Q: 3 clusters Score -5617740 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -5618026.000000 Penalty: 5256.376953
	Iteration 36Q: 3 clusters Score -5618026 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -5618255.000000 Penalty: 5256.376953
	Iteration 37Q: 3 clusters Score -5618255 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -5618530.500000 Penalty: 5256.376953
	Iteration 38Q: 3 clusters Score -5618530 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -5618745.500000 Penalty: 5256.376953
	Iteration 39Q: 3 clusters Score -5618746 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -5618993.000000 Penalty: 5256.376953
	Iteration 40F: 3 clusters Score -5618993 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -5619228.000000 Penalty: 5256.376953
	Iteration 41Q: 3 clusters Score -5619228 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -5619444.500000 Penalty: 5256.376953
	Iteration 42Q: 3 clusters Score -5619444 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -5619650.000000 Penalty: 5256.376953
	Iteration 43Q: 3 clusters Score -5619650 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -5619860.000000 Penalty: 5256.376953
	Iteration 44Q: 3 clusters Score -5619860 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -5620049.000000 Penalty: 5256.376953
	Iteration 45Q: 3 clusters Score -5620049 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -5620227.000000 Penalty: 5256.376953
	Iteration 46Q: 3 clusters Score -5620227 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -5620424.500000 Penalty: 5256.376953
	Iteration 47Q: 3 clusters Score -5620424 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -5620609.000000 Penalty: 5256.376953
	Iteration 48Q: 3 clusters Score -5620609 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -5620819.000000 Penalty: 5256.376953
	Iteration 49Q: 3 clusters Score -5620819 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -5620992.500000 Penalty: 5256.376953
	Iteration 50Q: 3 clusters Score -5620992 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -5621184.000000 Penalty: 5256.376953
	Iteration 51Q: 3 clusters Score -5621184 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -5621352.500000 Penalty: 5256.376953
	Iteration 52Q: 3 clusters Score -5621352 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -5621497.500000 Penalty: 5256.376953
	Iteration 53Q: 3 clusters Score -5621498 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -5621665.000000 Penalty: 5256.376953
	Iteration 54Q: 3 clusters Score -5621665 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -5621758.500000 Penalty: 5256.376953
	Iteration 55Q: 3 clusters Score -5621758 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -5621853.500000 Penalty: 5256.376953
	Iteration 56Q: 3 clusters Score -5621854 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -5621931.500000 Penalty: 5256.376953
	Iteration 57Q: 3 clusters Score -5621932 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5621978.500000 Penalty: 5256.376953
	Iteration 58Q: 3 clusters Score -5621978 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -5622019.500000 Penalty: 5256.376953
	Iteration 59Q: 3 clusters Score -5622020 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -5622116.000000 Penalty: 5256.376953
	Iteration 60F: 3 clusters Score -5622116 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -5622175.500000 Penalty: 5256.376953
	Iteration 61Q: 3 clusters Score -5622176 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5622224.000000 Penalty: 5256.376953
	Iteration 62Q: 3 clusters Score -5622224 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5622278.000000 Penalty: 5256.376953
	Iteration 63Q: 3 clusters Score -5622278 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5622325.500000 Penalty: 5256.376953
	Iteration 64Q: 3 clusters Score -5622326 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5622373.500000 Penalty: 5256.376953
	Iteration 65Q: 3 clusters Score -5622374 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5622411.000000 Penalty: 5256.376953
	Iteration 66Q: 3 clusters Score -5622411 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5622441.000000 Penalty: 5256.376953
	Iteration 67Q: 3 clusters Score -5622441 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -5622471.000000 Penalty: 5256.376953
	Iteration 68Q: 3 clusters Score -5622471 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5622502.000000 Penalty: 5256.376953
	Iteration 69Q: 3 clusters Score -5622502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5622512.500000 Penalty: 5256.376953
	Iteration 70Q: 3 clusters Score -5622512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5622529.500000 Penalty: 5256.376953
	Iteration 71Q: 3 clusters Score -5622530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5622547.500000 Penalty: 5256.376953
	Iteration 72Q: 3 clusters Score -5622548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5622565.500000 Penalty: 5256.376953
	Iteration 73Q: 3 clusters Score -5622566 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5622584.000000 Penalty: 5256.376953
	Iteration 74Q: 3 clusters Score -5622584 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5622595.500000 Penalty: 5256.376953
	Iteration 75Q: 3 clusters Score -5622596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5622606.000000 Penalty: 5256.376953
	Iteration 76Q: 3 clusters Score -5622606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5622609.500000 Penalty: 5256.376953
	Iteration 77Q: 3 clusters Score -5622610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5622620.500000 Penalty: 5256.376953
	Iteration 78Q: 3 clusters Score -5622620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5622637.500000 Penalty: 5256.376953
	Iteration 79Q: 3 clusters Score -5622638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5622652.500000 Penalty: 5256.376953
	Iteration 80F: 3 clusters Score -5622652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5622654.500000 Penalty: 5256.376953
	Iteration 81Q: 3 clusters Score -5622654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5622672.000000 Penalty: 5256.376953
	Iteration 82Q: 3 clusters Score -5622672 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5622666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5622684.000000 Penalty: 5256.376953
	Iteration 84Q: 3 clusters Score -5622684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5622682.000000 Penalty: 5256.376953
	Iteration 85Q: 3 clusters Score -5622682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5622684.000000 Penalty: 5256.376953
	Iteration 86Q: 3 clusters Score -5622684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5622684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5622686.500000 Penalty: 5256.376953
	Iteration 88Q: 3 clusters Score -5622686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -5622694.500000 Penalty: 5256.376953
	Iteration 89Q: 3 clusters Score -5622694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5622700.500000 Penalty: 5256.376953
	Iteration 90Q: 3 clusters Score -5622700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5622697.000000 Penalty: 5256.376953
	Iteration 91Q: 3 clusters Score -5622697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5622691.500000 Penalty: 5256.376953
	Iteration 92Q: 3 clusters Score -5622692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5622696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -5622702.000000 Penalty: 5256.376953
	Iteration 94Q: 3 clusters Score -5622702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5622704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5622706.500000 Penalty: 5256.376953
	Iteration 96Q: 3 clusters Score -5622706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5622697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5622700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -5622700.000000 Penalty: 5256.376953
	Iteration 99F: 3 clusters Score -5622700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 1259 members 
Mstep: Class 3 contains 152856 members 
Mstep: Class 4 contains 70350 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 215451 members 
Mstep: Class 9 contains 10471 members 
Mstep: Class 10 contains 148363 members 
Mstep: Class 11 contains 55327 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 35021 members 
Mstep: Class 14 contains 51045 members 
Mstep: Class 15 contains 55350 members 
Mstep: Class 16 contains 5693 members 
Mstep: Class 17 contains 14391 members 
Mstep: Class 18 contains 36517 members 
Mstep: Class 19 contains 5195 members 
Mstep: Class 20 contains 34559 members 
Mstep: Class 21 contains 40036 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 29 clusters Score -1.42902e+08 nChanged 20263
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 1399 members 
Mstep: Class 3 contains 151393 members 
Mstep: Class 4 contains 70452 members 
Mstep: Class 5 contains 1534 members 
Mstep: Class 6 contains 1160 members 
Mstep: Class 7 contains 213953 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 10535 members 
Mstep: Class 10 contains 150702 members 
Mstep: Class 11 contains 55704 members 
Mstep: Class 12 contains 6223 members 
Mstep: Class 13 contains 36027 members 
Mstep: Class 14 contains 50974 members 
Mstep: Class 15 contains 55745 members 
Mstep: Class 16 contains 5617 members 
Mstep: Class 17 contains 14293 members 
Mstep: Class 18 contains 36616 members 
Mstep: Class 19 contains 5630 members 
Mstep: Class 20 contains 34842 members 
Mstep: Class 21 contains 40016 members 
Mstep: Class 22 contains 746 members 
Mstep: Class 23 contains 2962 members 
Mstep: Class 24 contains 2471 members 
Mstep: Class 25 contains 8918 members 
Mstep: Class 26 contains 4507 members 
Mstep: Class 27 contains 43220 members 
Mstep: Class 28 contains 4847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142909744.000000 Penalty: 96296.875000
Iteration 40F: 29 clusters Score -1.429097e+08 nChanged 19310
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 1308 members 
Mstep: Class 3 contains 148511 members 
Mstep: Class 4 contains 69926 members 
Mstep: Class 5 contains 1584 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 211925 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 10573 members 
Mstep: Class 10 contains 153214 members 
Mstep: Class 11 contains 55548 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 36626 members 
Mstep: Class 14 contains 50767 members 
Mstep: Class 15 contains 55706 members 
Mstep: Class 16 contains 5552 members 
Mstep: Class 17 contains 14178 members 
Mstep: Class 18 contains 36409 members 
Mstep: Class 19 contains 5938 members 
Mstep: Class 20 contains 34295 members 
Mstep: Class 21 contains 39949 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 3303 members 
Mstep: Class 24 contains 2598 members 
Mstep: Class 25 contains 9178 members 
Mstep: Class 26 contains 4796 members 
Mstep: Class 27 contains 44793 members 
Mstep: Class 28 contains 5726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142914768.000000 Penalty: 96296.875000
Iteration 41Q: 29 clusters Score -1.429148e+08 nChanged 15138
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 146376 members 
Mstep: Class 4 contains 69448 members 
Mstep: Class 5 contains 1634 members 
Mstep: Class 6 contains 1185 members 
Mstep: Class 7 contains 210537 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 10634 members 
Mstep: Class 10 contains 155050 members 
Mstep: Class 11 contains 55441 members 
Mstep: Class 12 contains 5908 members 
Mstep: Class 13 contains 37127 members 
Mstep: Class 14 contains 50604 members 
Mstep: Class 15 contains 55780 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 14089 members 
Mstep: Class 18 contains 36268 members 
Mstep: Class 19 contains 6310 members 
Mstep: Class 20 contains 33871 members 
Mstep: Class 21 contains 39894 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 3556 members 
Mstep: Class 24 contains 2636 members 
Mstep: Class 25 contains 9300 members 
Mstep: Class 26 contains 4906 members 
Mstep: Class 27 contains 45893 members 
Mstep: Class 28 contains 6239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142917408.000000 Penalty: 96296.875000
Iteration 42Q: 29 clusters Score -1.429174e+08 nChanged 13020
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 144742 members 
Mstep: Class 4 contains 69085 members 
Mstep: Class 5 contains 1694 members 
Mstep: Class 6 contains 1192 members 
Mstep: Class 7 contains 209351 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 10712 members 
Mstep: Class 10 contains 156474 members 
Mstep: Class 11 contains 55270 members 
Mstep: Class 12 contains 5819 members 
Mstep: Class 13 contains 37510 members 
Mstep: Class 14 contains 50425 members 
Mstep: Class 15 contains 55856 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 14011 members 
Mstep: Class 18 contains 36190 members 
Mstep: Class 19 contains 6670 members 
Mstep: Class 20 contains 33565 members 
Mstep: Class 21 contains 39815 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 3780 members 
Mstep: Class 24 contains 2659 members 
Mstep: Class 25 contains 9389 members 
Mstep: Class 26 contains 4986 members 
Mstep: Class 27 contains 46877 members 
Mstep: Class 28 contains 6596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142919280.000000 Penalty: 96296.875000
Iteration 43Q: 29 clusters Score -1.429193e+08 nChanged 11678
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 1133 members 
Mstep: Class 3 contains 143592 members 
Mstep: Class 4 contains 68769 members 
Mstep: Class 5 contains 1747 members 
Mstep: Class 6 contains 1194 members 
Mstep: Class 7 contains 208192 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 10790 members 
Mstep: Class 10 contains 157494 members 
Mstep: Class 11 contains 55057 members 
Mstep: Class 12 contains 5766 members 
Mstep: Class 13 contains 37897 members 
Mstep: Class 14 contains 50329 members 
Mstep: Class 15 contains 55908 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 13937 members 
Mstep: Class 18 contains 36134 members 
Mstep: Class 19 contains 7043 members 
Mstep: Class 20 contains 33277 members 
Mstep: Class 21 contains 39749 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 3959 members 
Mstep: Class 24 contains 2688 members 
Mstep: Class 25 contains 9407 members 
Mstep: Class 26 contains 5028 members 
Mstep: Class 27 contains 47825 members 
Mstep: Class 28 contains 6890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142921264.000000 Penalty: 96296.875000
Iteration 44Q: 29 clusters Score -1.429213e+08 nChanged 10244
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 1073 members 
Mstep: Class 3 contains 142887 members 
Mstep: Class 4 contains 68533 members 
Mstep: Class 5 contains 1782 members 
Mstep: Class 6 contains 1194 members 
Mstep: Class 7 contains 207254 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 10883 members 
Mstep: Class 10 contains 158121 members 
Mstep: Class 11 contains 54843 members 
Mstep: Class 12 contains 5736 members 
Mstep: Class 13 contains 38149 members 
Mstep: Class 14 contains 50234 members 
Mstep: Class 15 contains 55916 members 
Mstep: Class 16 contains 5496 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 36085 members 
Mstep: Class 19 contains 7419 members 
Mstep: Class 20 contains 32959 members 
Mstep: Class 21 contains 39700 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 4113 members 
Mstep: Class 24 contains 2704 members 
Mstep: Class 25 contains 9413 members 
Mstep: Class 26 contains 5063 members 
Mstep: Class 27 contains 48655 members 
Mstep: Class 28 contains 7147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142922592.000000 Penalty: 96296.875000
Iteration 45Q: 29 clusters Score -1.429226e+08 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 1018 members 
Mstep: Class 3 contains 142502 members 
Mstep: Class 4 contains 68346 members 
Mstep: Class 5 contains 1818 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 206366 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 10983 members 
Mstep: Class 10 contains 158439 members 
Mstep: Class 11 contains 54595 members 
Mstep: Class 12 contains 5713 members 
Mstep: Class 13 contains 38345 members 
Mstep: Class 14 contains 50173 members 
Mstep: Class 15 contains 55940 members 
Mstep: Class 16 contains 5491 members 
Mstep: Class 17 contains 13817 members 
Mstep: Class 18 contains 36069 members 
Mstep: Class 19 contains 7766 members 
Mstep: Class 20 contains 32669 members 
Mstep: Class 21 contains 39662 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 4229 members 
Mstep: Class 24 contains 2718 members 
Mstep: Class 25 contains 9431 members 
Mstep: Class 26 contains 5082 members 
Mstep: Class 27 contains 49447 members 
Mstep: Class 28 contains 7368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142924352.000000 Penalty: 96296.875000
Iteration 46Q: 29 clusters Score -1.429244e+08 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 3 contains 142382 members 
Mstep: Class 4 contains 68210 members 
Mstep: Class 5 contains 1851 members 
Mstep: Class 6 contains 1196 members 
Mstep: Class 7 contains 205584 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 11061 members 
Mstep: Class 10 contains 158516 members 
Mstep: Class 11 contains 54329 members 
Mstep: Class 12 contains 5699 members 
Mstep: Class 13 contains 38424 members 
Mstep: Class 14 contains 50129 members 
Mstep: Class 15 contains 55932 members 
Mstep: Class 16 contains 5486 members 
Mstep: Class 17 contains 13771 members 
Mstep: Class 18 contains 36052 members 
Mstep: Class 19 contains 8091 members 
Mstep: Class 20 contains 32407 members 
Mstep: Class 21 contains 39643 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 4341 members 
Mstep: Class 24 contains 2734 members 
Mstep: Class 25 contains 9422 members 
Mstep: Class 26 contains 5086 members 
Mstep: Class 27 contains 50267 members 
Mstep: Class 28 contains 7553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142925200.000000 Penalty: 96296.875000
Iteration 47Q: 29 clusters Score -1.429252e+08 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 925 members 
Mstep: Class 3 contains 142432 members 
Mstep: Class 4 contains 68107 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 204956 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 11121 members 
Mstep: Class 10 contains 158377 members 
Mstep: Class 11 contains 54068 members 
Mstep: Class 12 contains 5684 members 
Mstep: Class 13 contains 38517 members 
Mstep: Class 14 contains 50078 members 
Mstep: Class 15 contains 55899 members 
Mstep: Class 16 contains 5483 members 
Mstep: Class 17 contains 13748 members 
Mstep: Class 18 contains 36050 members 
Mstep: Class 19 contains 8407 members 
Mstep: Class 20 contains 32169 members 
Mstep: Class 21 contains 39590 members 
Mstep: Class 22 contains 759 members 
Mstep: Class 23 contains 4445 members 
Mstep: Class 24 contains 2738 members 
Mstep: Class 25 contains 9405 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 51030 members 
Mstep: Class 28 contains 7711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142925968.000000 Penalty: 96296.875000
Iteration 48Q: 29 clusters Score -1.42926e+08 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 881 members 
Mstep: Class 3 contains 142838 members 
Mstep: Class 4 contains 67984 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 204351 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 11197 members 
Mstep: Class 10 contains 158022 members 
Mstep: Class 11 contains 53819 members 
Mstep: Class 12 contains 5661 members 
Mstep: Class 13 contains 38591 members 
Mstep: Class 14 contains 50038 members 
Mstep: Class 15 contains 55831 members 
Mstep: Class 16 contains 5480 members 
Mstep: Class 17 contains 13718 members 
Mstep: Class 18 contains 36049 members 
Mstep: Class 19 contains 8737 members 
Mstep: Class 20 contains 31947 members 
Mstep: Class 21 contains 39527 members 
Mstep: Class 22 contains 759 members 
Mstep: Class 23 contains 4520 members 
Mstep: Class 24 contains 2745 members 
Mstep: Class 25 contains 9388 members 
Mstep: Class 26 contains 5104 members 
Mstep: Class 27 contains 51715 members 
Mstep: Class 28 contains 7848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142926608.000000 Penalty: 96296.875000
Iteration 49Q: 29 clusters Score -1.429266e+08 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 832 members 
Mstep: Class 3 contains 143329 members 
Mstep: Class 4 contains 67876 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 203899 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 157536 members 
Mstep: Class 11 contains 53591 members 
Mstep: Class 12 contains 5629 members 
Mstep: Class 13 contains 38599 members 
Mstep: Class 14 contains 49983 members 
Mstep: Class 15 contains 55753 members 
Mstep: Class 16 contains 5478 members 
Mstep: Class 17 contains 13706 members 
Mstep: Class 18 contains 36056 members 
Mstep: Class 19 contains 9023 members 
Mstep: Class 20 contains 31784 members 
Mstep: Class 21 contains 39493 members 
Mstep: Class 22 contains 759 members 
Mstep: Class 23 contains 4599 members 
Mstep: Class 24 contains 2754 members 
Mstep: Class 25 contains 9373 members 
Mstep: Class 26 contains 5116 members 
Mstep: Class 27 contains 52328 members 
Mstep: Class 28 contains 7959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142927600.000000 Penalty: 96296.875000
Iteration 50Q: 29 clusters Score -1.429276e+08 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 788 members 
Mstep: Class 3 contains 144034 members 
Mstep: Class 4 contains 67793 members 
Mstep: Class 5 contains 1962 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 203437 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 11298 members 
Mstep: Class 10 contains 156996 members 
Mstep: Class 11 contains 53312 members 
Mstep: Class 12 contains 5606 members 
Mstep: Class 13 contains 38562 members 
Mstep: Class 14 contains 49936 members 
Mstep: Class 15 contains 55681 members 
Mstep: Class 16 contains 5477 members 
Mstep: Class 17 contains 13711 members 
Mstep: Class 18 contains 36063 members 
Mstep: Class 19 contains 9312 members 
Mstep: Class 20 contains 31617 members 
Mstep: Class 21 contains 39447 members 
Mstep: Class 22 contains 759 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2759 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 5129 members 
Mstep: Class 27 contains 52908 members 
Mstep: Class 28 contains 8046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142928752.000000 Penalty: 96296.875000
Iteration 51Q: 29 clusters Score -1.429288e+08 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 747 members 
Mstep: Class 3 contains 144864 members 
Mstep: Class 4 contains 67699 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 1196 members 
Mstep: Class 7 contains 203100 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 11368 members 
Mstep: Class 10 contains 156391 members 
Mstep: Class 11 contains 53028 members 
Mstep: Class 12 contains 5581 members 
Mstep: Class 13 contains 38462 members 
Mstep: Class 14 contains 49875 members 
Mstep: Class 15 contains 55574 members 
Mstep: Class 16 contains 5472 members 
Mstep: Class 17 contains 13697 members 
Mstep: Class 18 contains 36077 members 
Mstep: Class 19 contains 9594 members 
Mstep: Class 20 contains 31500 members 
Mstep: Class 21 contains 39398 members 
Mstep: Class 22 contains 759 members 
Mstep: Class 23 contains 4700 members 
Mstep: Class 24 contains 2761 members 
Mstep: Class 25 contains 9340 members 
Mstep: Class 26 contains 5136 members 
Mstep: Class 27 contains 53407 members 
Mstep: Class 28 contains 8126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142929136.000000 Penalty: 96296.875000
Iteration 52Q: 29 clusters Score -1.429291e+08 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 145706 members 
Mstep: Class 4 contains 67625 members 
Mstep: Class 5 contains 1988 members 
Mstep: Class 6 contains 1197 members 
Mstep: Class 7 contains 202783 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 11413 members 
Mstep: Class 10 contains 155816 members 
Mstep: Class 11 contains 52732 members 
Mstep: Class 12 contains 5572 members 
Mstep: Class 13 contains 38333 members 
Mstep: Class 14 contains 49841 members 
Mstep: Class 15 contains 55483 members 
Mstep: Class 16 contains 5470 members 
Mstep: Class 17 contains 13697 members 
Mstep: Class 18 contains 36074 members 
Mstep: Class 19 contains 9856 members 
Mstep: Class 20 contains 31381 members 
Mstep: Class 21 contains 39342 members 
Mstep: Class 22 contains 758 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 2766 members 
Mstep: Class 25 contains 9309 members 
Mstep: Class 26 contains 5144 members 
Mstep: Class 27 contains 53878 members 
Mstep: Class 28 contains 8212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142930256.000000 Penalty: 96296.875000
Iteration 53Q: 29 clusters Score -1.429303e+08 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 146548 members 
Mstep: Class 4 contains 67571 members 
Mstep: Class 5 contains 1999 members 
Mstep: Class 6 contains 1196 members 
Mstep: Class 7 contains 202475 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 11466 members 
Mstep: Class 10 contains 155234 members 
Mstep: Class 11 contains 52477 members 
Mstep: Class 12 contains 5562 members 
Mstep: Class 13 contains 38168 members 
Mstep: Class 14 contains 49827 members 
Mstep: Class 15 contains 55407 members 
Mstep: Class 16 contains 5469 members 
Mstep: Class 17 contains 13684 members 
Mstep: Class 18 contains 36070 members 
Mstep: Class 19 contains 10130 members 
Mstep: Class 20 contains 31246 members 
Mstep: Class 21 contains 39298 members 
Mstep: Class 22 contains 758 members 
Mstep: Class 23 contains 4772 members 
Mstep: Class 24 contains 2766 members 
Mstep: Class 25 contains 9293 members 
Mstep: Class 26 contains 5155 members 
Mstep: Class 27 contains 54277 members 
Mstep: Class 28 contains 8287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142931280.000000 Penalty: 96296.875000
Iteration 54Q: 29 clusters Score -1.429313e+08 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 147369 members 
Mstep: Class 4 contains 67565 members 
Mstep: Class 5 contains 2006 members 
Mstep: Class 6 contains 1196 members 
Mstep: Class 7 contains 202157 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 11516 members 
Mstep: Class 10 contains 154663 members 
Mstep: Class 11 contains 52229 members 
Mstep: Class 12 contains 5555 members 
Mstep: Class 13 contains 37988 members 
Mstep: Class 14 contains 49799 members 
Mstep: Class 15 contains 55338 members 
Mstep: Class 16 contains 5467 members 
Mstep: Class 17 contains 13668 members 
Mstep: Class 18 contains 36061 members 
Mstep: Class 19 contains 10374 members 
Mstep: Class 20 contains 31110 members 
Mstep: Class 21 contains 39268 members 
Mstep: Class 22 contains 757 members 
Mstep: Class 23 contains 4813 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 9275 members 
Mstep: Class 26 contains 5167 members 
Mstep: Class 27 contains 54686 members 
Mstep: Class 28 contains 8362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142931680.000000 Penalty: 96296.875000
Iteration 55Q: 29 clusters Score -1.429317e+08 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 148188 members 
Mstep: Class 4 contains 67511 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 1196 members 
Mstep: Class 7 contains 201887 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 11547 members 
Mstep: Class 10 contains 154092 members 
Mstep: Class 11 contains 51984 members 
Mstep: Class 12 contains 5545 members 
Mstep: Class 13 contains 37851 members 
Mstep: Class 14 contains 49756 members 
Mstep: Class 15 contains 55255 members 
Mstep: Class 16 contains 5464 members 
Mstep: Class 17 contains 13670 members 
Mstep: Class 18 contains 36053 members 
Mstep: Class 19 contains 10624 members 
Mstep: Class 20 contains 30956 members 
Mstep: Class 21 contains 39218 members 
Mstep: Class 22 contains 755 members 
Mstep: Class 23 contains 4860 members 
Mstep: Class 24 contains 2771 members 
Mstep: Class 25 contains 9275 members 
Mstep: Class 26 contains 5180 members 
Mstep: Class 27 contains 55064 members 
Mstep: Class 28 contains 8422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142932624.000000 Penalty: 96296.875000
Iteration 56Q: 29 clusters Score -1.429326e+08 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 148934 members 
Mstep: Class 4 contains 67508 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 1196 members 
Mstep: Class 7 contains 201726 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 11594 members 
Mstep: Class 10 contains 153492 members 
Mstep: Class 11 contains 51786 members 
Mstep: Class 12 contains 5546 members 
Mstep: Class 13 contains 37735 members 
Mstep: Class 14 contains 49700 members 
Mstep: Class 15 contains 55162 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 13671 members 
Mstep: Class 18 contains 36052 members 
Mstep: Class 19 contains 10862 members 
Mstep: Class 20 contains 30798 members 
Mstep: Class 21 contains 39195 members 
Mstep: Class 22 contains 753 members 
Mstep: Class 23 contains 4898 members 
Mstep: Class 24 contains 2772 members 
Mstep: Class 25 contains 9264 members 
Mstep: Class 26 contains 5197 members 
Mstep: Class 27 contains 55360 members 
Mstep: Class 28 contains 8473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142933344.000000 Penalty: 96296.875000
Iteration 57Q: 29 clusters Score -1.429333e+08 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 149580 members 
Mstep: Class 4 contains 67484 members 
Mstep: Class 5 contains 2020 members 
Mstep: Class 6 contains 1196 members 
Mstep: Class 7 contains 201604 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 11633 members 
Mstep: Class 10 contains 152957 members 
Mstep: Class 11 contains 51588 members 
Mstep: Class 12 contains 5537 members 
Mstep: Class 13 contains 37596 members 
Mstep: Class 14 contains 49660 members 
Mstep: Class 15 contains 55109 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 13673 members 
Mstep: Class 18 contains 36053 members 
Mstep: Class 19 contains 11076 members 
Mstep: Class 20 contains 30672 members 
Mstep: Class 21 contains 39162 members 
Mstep: Class 22 contains 751 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 2775 members 
Mstep: Class 25 contains 9256 members 
Mstep: Class 26 contains 5207 members 
Mstep: Class 27 contains 55659 members 
Mstep: Class 28 contains 8516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142933648.000000 Penalty: 96296.875000
Iteration 58Q: 29 clusters Score -1.429336e+08 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 520 members 
Mstep: Class 3 contains 150161 members 
Mstep: Class 4 contains 67465 members 
Mstep: Class 5 contains 2026 members 
Mstep: Class 6 contains 1197 members 
Mstep: Class 7 contains 201513 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 11659 members 
Mstep: Class 10 contains 152460 members 
Mstep: Class 11 contains 51382 members 
Mstep: Class 12 contains 5534 members 
Mstep: Class 13 contains 37466 members 
Mstep: Class 14 contains 49630 members 
Mstep: Class 15 contains 55060 members 
Mstep: Class 16 contains 5464 members 
Mstep: Class 17 contains 13670 members 
Mstep: Class 18 contains 36058 members 
Mstep: Class 19 contains 11290 members 
Mstep: Class 20 contains 30559 members 
Mstep: Class 21 contains 39129 members 
Mstep: Class 22 contains 751 members 
Mstep: Class 23 contains 4963 members 
Mstep: Class 24 contains 2777 members 
Mstep: Class 25 contains 9245 members 
Mstep: Class 26 contains 5214 members 
Mstep: Class 27 contains 55932 members 
Mstep: Class 28 contains 8555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142933680.000000 Penalty: 96296.875000
Iteration 59Q: 29 clusters Score -1.429337e+08 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 150739 members 
Mstep: Class 4 contains 67456 members 
Mstep: Class 5 contains 2030 members 
Mstep: Class 6 contains 1197 members 
Mstep: Class 7 contains 201281 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 11696 members 
Mstep: Class 10 contains 152026 members 
Mstep: Class 11 contains 51199 members 
Mstep: Class 12 contains 5531 members 
Mstep: Class 13 contains 37359 members 
Mstep: Class 14 contains 49626 members 
Mstep: Class 15 contains 55014 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 13668 members 
Mstep: Class 18 contains 36062 members 
Mstep: Class 19 contains 11472 members 
Mstep: Class 20 contains 30470 members 
Mstep: Class 21 contains 39127 members 
Mstep: Class 22 contains 749 members 
Mstep: Class 23 contains 4988 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 9225 members 
Mstep: Class 26 contains 5226 members 
Mstep: Class 27 contains 56182 members 
Mstep: Class 28 contains 8580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142933856.000000 Penalty: 96296.875000
Iteration 60F: 29 clusters Score -1.429339e+08 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 151249 members 
Mstep: Class 4 contains 67457 members 
Mstep: Class 5 contains 2032 members 
Mstep: Class 6 contains 1197 members 
Mstep: Class 7 contains 201069 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 11744 members 
Mstep: Class 10 contains 151619 members 
Mstep: Class 11 contains 51011 members 
Mstep: Class 12 contains 5523 members 
Mstep: Class 13 contains 37278 members 
Mstep: Class 14 contains 49613 members 
Mstep: Class 15 contains 54987 members 
Mstep: Class 16 contains 5464 members 
Mstep: Class 17 contains 13670 members 
Mstep: Class 18 contains 36066 members 
Mstep: Class 19 contains 11705 members 
Mstep: Class 20 contains 30355 members 
Mstep: Class 21 contains 39141 members 
Mstep: Class 22 contains 748 members 
Mstep: Class 23 contains 5016 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 9208 members 
Mstep: Class 26 contains 5231 members 
Mstep: Class 27 contains 56375 members 
Mstep: Class 28 contains 8598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142933936.000000 Penalty: 96296.875000
Iteration 61Q: 29 clusters Score -1.429339e+08 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 151735 members 
Mstep: Class 4 contains 67471 members 
Mstep: Class 5 contains 2036 members 
Mstep: Class 6 contains 1198 members 
Mstep: Class 7 contains 200827 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 11771 members 
Mstep: Class 10 contains 151245 members 
Mstep: Class 11 contains 50835 members 
Mstep: Class 12 contains 5523 members 
Mstep: Class 13 contains 37177 members 
Mstep: Class 14 contains 49609 members 
Mstep: Class 15 contains 54956 members 
Mstep: Class 16 contains 5462 members 
Mstep: Class 17 contains 13680 members 
Mstep: Class 18 contains 36055 members 
Mstep: Class 19 contains 11925 members 
Mstep: Class 20 contains 30258 members 
Mstep: Class 21 contains 39142 members 
Mstep: Class 22 contains 744 members 
Mstep: Class 23 contains 5046 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 9205 members 
Mstep: Class 26 contains 5231 members 
Mstep: Class 27 contains 56596 members 
Mstep: Class 28 contains 8612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142933728.000000 Penalty: 96296.875000
Iteration 62Q: 29 clusters Score -1.429337e+08 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 497 members 
Mstep: Class 3 contains 152126 members 
Mstep: Class 4 contains 67495 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 1197 members 
Mstep: Class 7 contains 200691 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 11802 members 
Mstep: Class 10 contains 150904 members 
Mstep: Class 11 contains 50676 members 
Mstep: Class 12 contains 5526 members 
Mstep: Class 13 contains 37085 members 
Mstep: Class 14 contains 49611 members 
Mstep: Class 15 contains 54918 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 13682 members 
Mstep: Class 18 contains 36047 members 
Mstep: Class 19 contains 12110 members 
Mstep: Class 20 contains 30113 members 
Mstep: Class 21 contains 39147 members 
Mstep: Class 22 contains 734 members 
Mstep: Class 23 contains 5075 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 9195 members 
Mstep: Class 26 contains 5235 members 
Mstep: Class 27 contains 56826 members 
Mstep: Class 28 contains 8621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934032.000000 Penalty: 96296.875000
Iteration 63Q: 29 clusters Score -1.42934e+08 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 516 members 
Mstep: Class 3 contains 152459 members 
Mstep: Class 4 contains 67513 members 
Mstep: Class 5 contains 2049 members 
Mstep: Class 6 contains 1198 members 
Mstep: Class 7 contains 200557 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 11833 members 
Mstep: Class 10 contains 150669 members 
Mstep: Class 11 contains 50528 members 
Mstep: Class 12 contains 5522 members 
Mstep: Class 13 contains 37005 members 
Mstep: Class 14 contains 49599 members 
Mstep: Class 15 contains 54868 members 
Mstep: Class 16 contains 5462 members 
Mstep: Class 17 contains 13692 members 
Mstep: Class 18 contains 36037 members 
Mstep: Class 19 contains 12291 members 
Mstep: Class 20 contains 29953 members 
Mstep: Class 21 contains 39144 members 
Mstep: Class 22 contains 723 members 
Mstep: Class 23 contains 5102 members 
Mstep: Class 24 contains 2794 members 
Mstep: Class 25 contains 9167 members 
Mstep: Class 26 contains 5241 members 
Mstep: Class 27 contains 57028 members 
Mstep: Class 28 contains 8638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934496.000000 Penalty: 96296.875000
Iteration 64Q: 29 clusters Score -1.429345e+08 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 549 members 
Mstep: Class 3 contains 152717 members 
Mstep: Class 4 contains 67531 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 1199 members 
Mstep: Class 7 contains 200478 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11848 members 
Mstep: Class 10 contains 150442 members 
Mstep: Class 11 contains 50402 members 
Mstep: Class 12 contains 5514 members 
Mstep: Class 13 contains 36952 members 
Mstep: Class 14 contains 49571 members 
Mstep: Class 15 contains 54831 members 
Mstep: Class 16 contains 5462 members 
Mstep: Class 17 contains 13692 members 
Mstep: Class 18 contains 36025 members 
Mstep: Class 19 contains 12456 members 
Mstep: Class 20 contains 29809 members 
Mstep: Class 21 contains 39171 members 
Mstep: Class 22 contains 705 members 
Mstep: Class 23 contains 5124 members 
Mstep: Class 24 contains 2797 members 
Mstep: Class 25 contains 9160 members 
Mstep: Class 26 contains 5247 members 
Mstep: Class 27 contains 57185 members 
Mstep: Class 28 contains 8659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935088.000000 Penalty: 96296.875000
Iteration 65Q: 29 clusters Score -1.429351e+08 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 152904 members 
Mstep: Class 4 contains 67535 members 
Mstep: Class 5 contains 2055 members 
Mstep: Class 6 contains 1198 members 
Mstep: Class 7 contains 200425 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11870 members 
Mstep: Class 10 contains 150250 members 
Mstep: Class 11 contains 50282 members 
Mstep: Class 12 contains 5514 members 
Mstep: Class 13 contains 36908 members 
Mstep: Class 14 contains 49545 members 
Mstep: Class 15 contains 54802 members 
Mstep: Class 16 contains 5462 members 
Mstep: Class 17 contains 13700 members 
Mstep: Class 18 contains 36008 members 
Mstep: Class 19 contains 12604 members 
Mstep: Class 20 contains 29657 members 
Mstep: Class 21 contains 39213 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 5144 members 
Mstep: Class 24 contains 2798 members 
Mstep: Class 25 contains 9153 members 
Mstep: Class 26 contains 5250 members 
Mstep: Class 27 contains 57317 members 
Mstep: Class 28 contains 8669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935440.000000 Penalty: 96296.875000
Iteration 66Q: 29 clusters Score -1.429354e+08 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 669 members 
Mstep: Class 3 contains 153073 members 
Mstep: Class 4 contains 67537 members 
Mstep: Class 5 contains 2055 members 
Mstep: Class 6 contains 1198 members 
Mstep: Class 7 contains 200415 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11898 members 
Mstep: Class 10 contains 150103 members 
Mstep: Class 11 contains 50151 members 
Mstep: Class 12 contains 5513 members 
Mstep: Class 13 contains 36879 members 
Mstep: Class 14 contains 49552 members 
Mstep: Class 15 contains 54742 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 13707 members 
Mstep: Class 18 contains 35993 members 
Mstep: Class 19 contains 12780 members 
Mstep: Class 20 contains 29502 members 
Mstep: Class 21 contains 39243 members 
Mstep: Class 22 contains 667 members 
Mstep: Class 23 contains 5162 members 
Mstep: Class 24 contains 2798 members 
Mstep: Class 25 contains 9133 members 
Mstep: Class 26 contains 5251 members 
Mstep: Class 27 contains 57393 members 
Mstep: Class 28 contains 8673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935472.000000 Penalty: 96296.875000
Iteration 67Q: 29 clusters Score -1.429355e+08 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 697 members 
Mstep: Class 3 contains 153169 members 
Mstep: Class 4 contains 67542 members 
Mstep: Class 5 contains 2055 members 
Mstep: Class 6 contains 1198 members 
Mstep: Class 7 contains 200380 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11925 members 
Mstep: Class 10 contains 149968 members 
Mstep: Class 11 contains 50018 members 
Mstep: Class 12 contains 5509 members 
Mstep: Class 13 contains 36861 members 
Mstep: Class 14 contains 49576 members 
Mstep: Class 15 contains 54720 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 13706 members 
Mstep: Class 18 contains 35981 members 
Mstep: Class 19 contains 12924 members 
Mstep: Class 20 contains 29398 members 
Mstep: Class 21 contains 39263 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 5179 members 
Mstep: Class 24 contains 2801 members 
Mstep: Class 25 contains 9119 members 
Mstep: Class 26 contains 5254 members 
Mstep: Class 27 contains 57492 members 
Mstep: Class 28 contains 8676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935456.000000 Penalty: 96296.875000
Iteration 68Q: 29 clusters Score -1.429355e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 711 members 
Mstep: Class 3 contains 153244 members 
Mstep: Class 4 contains 67550 members 
Mstep: Class 5 contains 2055 members 
Mstep: Class 6 contains 1196 members 
Mstep: Class 7 contains 200399 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11938 members 
Mstep: Class 10 contains 149816 members 
Mstep: Class 11 contains 49881 members 
Mstep: Class 12 contains 5506 members 
Mstep: Class 13 contains 36850 members 
Mstep: Class 14 contains 49595 members 
Mstep: Class 15 contains 54680 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 13712 members 
Mstep: Class 18 contains 35975 members 
Mstep: Class 19 contains 13070 members 
Mstep: Class 20 contains 29304 members 
Mstep: Class 21 contains 39290 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 5203 members 
Mstep: Class 24 contains 2804 members 
Mstep: Class 25 contains 9099 members 
Mstep: Class 26 contains 5255 members 
Mstep: Class 27 contains 57589 members 
Mstep: Class 28 contains 8682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935440.000000 Penalty: 96296.875000
Iteration 69Q: 29 clusters Score -1.429354e+08 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 721 members 
Mstep: Class 3 contains 153338 members 
Mstep: Class 4 contains 67552 members 
Mstep: Class 5 contains 2056 members 
Mstep: Class 6 contains 1196 members 
Mstep: Class 7 contains 200443 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11955 members 
Mstep: Class 10 contains 149662 members 
Mstep: Class 11 contains 49751 members 
Mstep: Class 12 contains 5505 members 
Mstep: Class 13 contains 36823 members 
Mstep: Class 14 contains 49617 members 
Mstep: Class 15 contains 54652 members 
Mstep: Class 16 contains 5461 members 
Mstep: Class 17 contains 13716 members 
Mstep: Class 18 contains 35972 members 
Mstep: Class 19 contains 13194 members 
Mstep: Class 20 contains 29231 members 
Mstep: Class 21 contains 39309 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 5223 members 
Mstep: Class 24 contains 2805 members 
Mstep: Class 25 contains 9080 members 
Mstep: Class 26 contains 5257 members 
Mstep: Class 27 contains 57660 members 
Mstep: Class 28 contains 8681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935232.000000 Penalty: 96296.875000
Iteration 70Q: 29 clusters Score -1.429352e+08 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 153459 members 
Mstep: Class 4 contains 67560 members 
Mstep: Class 5 contains 2056 members 
Mstep: Class 6 contains 1196 members 
Mstep: Class 7 contains 200468 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11974 members 
Mstep: Class 10 contains 149513 members 
Mstep: Class 11 contains 49652 members 
Mstep: Class 12 contains 5503 members 
Mstep: Class 13 contains 36784 members 
Mstep: Class 14 contains 49639 members 
Mstep: Class 15 contains 54605 members 
Mstep: Class 16 contains 5459 members 
Mstep: Class 17 contains 13721 members 
Mstep: Class 18 contains 35965 members 
Mstep: Class 19 contains 13299 members 
Mstep: Class 20 contains 29153 members 
Mstep: Class 21 contains 39336 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 5245 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 9055 members 
Mstep: Class 26 contains 5258 members 
Mstep: Class 27 contains 57733 members 
Mstep: Class 28 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935088.000000 Penalty: 96296.875000
Iteration 71Q: 29 clusters Score -1.429351e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 730 members 
Mstep: Class 3 contains 153543 members 
Mstep: Class 4 contains 67568 members 
Mstep: Class 5 contains 2058 members 
Mstep: Class 6 contains 1196 members 
Mstep: Class 7 contains 200514 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11986 members 
Mstep: Class 10 contains 149405 members 
Mstep: Class 11 contains 49546 members 
Mstep: Class 12 contains 5500 members 
Mstep: Class 13 contains 36743 members 
Mstep: Class 14 contains 49643 members 
Mstep: Class 15 contains 54567 members 
Mstep: Class 16 contains 5457 members 
Mstep: Class 17 contains 13730 members 
Mstep: Class 18 contains 35957 members 
Mstep: Class 19 contains 13390 members 
Mstep: Class 20 contains 29081 members 
Mstep: Class 21 contains 39361 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 5260 members 
Mstep: Class 24 contains 2816 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 5263 members 
Mstep: Class 27 contains 57818 members 
Mstep: Class 28 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935168.000000 Penalty: 96296.875000
Iteration 72Q: 29 clusters Score -1.429352e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 153637 members 
Mstep: Class 4 contains 67574 members 
Mstep: Class 5 contains 2059 members 
Mstep: Class 6 contains 1197 members 
Mstep: Class 7 contains 200572 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12005 members 
Mstep: Class 10 contains 149270 members 
Mstep: Class 11 contains 49437 members 
Mstep: Class 12 contains 5497 members 
Mstep: Class 13 contains 36693 members 
Mstep: Class 14 contains 49670 members 
Mstep: Class 15 contains 54529 members 
Mstep: Class 16 contains 5454 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 35951 members 
Mstep: Class 19 contains 13479 members 
Mstep: Class 20 contains 29036 members 
Mstep: Class 21 contains 39376 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 5273 members 
Mstep: Class 24 contains 2824 members 
Mstep: Class 25 contains 9020 members 
Mstep: Class 26 contains 5265 members 
Mstep: Class 27 contains 57885 members 
Mstep: Class 28 contains 8681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935216.000000 Penalty: 96296.875000
Iteration 73Q: 29 clusters Score -1.429352e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 153722 members 
Mstep: Class 4 contains 67569 members 
Mstep: Class 5 contains 2059 members 
Mstep: Class 6 contains 1197 members 
Mstep: Class 7 contains 200615 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12018 members 
Mstep: Class 10 contains 149170 members 
Mstep: Class 11 contains 49331 members 
Mstep: Class 12 contains 5498 members 
Mstep: Class 13 contains 36664 members 
Mstep: Class 14 contains 49692 members 
Mstep: Class 15 contains 54507 members 
Mstep: Class 16 contains 5453 members 
Mstep: Class 17 contains 13734 members 
Mstep: Class 18 contains 35937 members 
Mstep: Class 19 contains 13585 members 
Mstep: Class 20 contains 28982 members 
Mstep: Class 21 contains 39390 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 5286 members 
Mstep: Class 24 contains 2828 members 
Mstep: Class 25 contains 9007 members 
Mstep: Class 26 contains 5264 members 
Mstep: Class 27 contains 57915 members 
Mstep: Class 28 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935120.000000 Penalty: 96296.875000
Iteration 74Q: 29 clusters Score -1.429351e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 153766 members 
Mstep: Class 4 contains 67570 members 
Mstep: Class 5 contains 2059 members 
Mstep: Class 6 contains 1198 members 
Mstep: Class 7 contains 200659 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12027 members 
Mstep: Class 10 contains 149082 members 
Mstep: Class 11 contains 49227 members 
Mstep: Class 12 contains 5500 members 
Mstep: Class 13 contains 36634 members 
Mstep: Class 14 contains 49709 members 
Mstep: Class 15 contains 54497 members 
Mstep: Class 16 contains 5452 members 
Mstep: Class 17 contains 13739 members 
Mstep: Class 18 contains 35924 members 
Mstep: Class 19 contains 13688 members 
Mstep: Class 20 contains 28925 members 
Mstep: Class 21 contains 39411 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 5294 members 
Mstep: Class 24 contains 2831 members 
Mstep: Class 25 contains 8995 members 
Mstep: Class 26 contains 5267 members 
Mstep: Class 27 contains 57957 members 
Mstep: Class 28 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935296.000000 Penalty: 96296.875000
Iteration 75Q: 29 clusters Score -1.429353e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 153798 members 
Mstep: Class 4 contains 67565 members 
Mstep: Class 5 contains 2059 members 
Mstep: Class 6 contains 1198 members 
Mstep: Class 7 contains 200719 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12047 members 
Mstep: Class 10 contains 149009 members 
Mstep: Class 11 contains 49133 members 
Mstep: Class 12 contains 5498 members 
Mstep: Class 13 contains 36607 members 
Mstep: Class 14 contains 49719 members 
Mstep: Class 15 contains 54491 members 
Mstep: Class 16 contains 5450 members 
Mstep: Class 17 contains 13742 members 
Mstep: Class 18 contains 35917 members 
Mstep: Class 19 contains 13791 members 
Mstep: Class 20 contains 28852 members 
Mstep: Class 21 contains 39418 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 5301 members 
Mstep: Class 24 contains 2830 members 
Mstep: Class 25 contains 8986 members 
Mstep: Class 26 contains 5270 members 
Mstep: Class 27 contains 58011 members 
Mstep: Class 28 contains 8678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935136.000000 Penalty: 96296.875000
Iteration 76Q: 29 clusters Score -1.429351e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 153836 members 
Mstep: Class 4 contains 67556 members 
Mstep: Class 5 contains 2059 members 
Mstep: Class 6 contains 1198 members 
Mstep: Class 7 contains 200762 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12059 members 
Mstep: Class 10 contains 148921 members 
Mstep: Class 11 contains 49052 members 
Mstep: Class 12 contains 5501 members 
Mstep: Class 13 contains 36578 members 
Mstep: Class 14 contains 49723 members 
Mstep: Class 15 contains 54490 members 
Mstep: Class 16 contains 5450 members 
Mstep: Class 17 contains 13749 members 
Mstep: Class 18 contains 35911 members 
Mstep: Class 19 contains 13894 members 
Mstep: Class 20 contains 28795 members 
Mstep: Class 21 contains 39424 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 5312 members 
Mstep: Class 24 contains 2833 members 
Mstep: Class 25 contains 8965 members 
Mstep: Class 26 contains 5272 members 
Mstep: Class 27 contains 58061 members 
Mstep: Class 28 contains 8676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935440.000000 Penalty: 96296.875000
Iteration 77Q: 29 clusters Score -1.429354e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 153865 members 
Mstep: Class 4 contains 67554 members 
Mstep: Class 5 contains 2059 members 
Mstep: Class 6 contains 1198 members 
Mstep: Class 7 contains 200824 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12072 members 
Mstep: Class 10 contains 148838 members 
Mstep: Class 11 contains 48974 members 
Mstep: Class 12 contains 5502 members 
Mstep: Class 13 contains 36548 members 
Mstep: Class 14 contains 49733 members 
Mstep: Class 15 contains 54478 members 
Mstep: Class 16 contains 5449 members 
Mstep: Class 17 contains 13752 members 
Mstep: Class 18 contains 35906 members 
Mstep: Class 19 contains 13998 members 
Mstep: Class 20 contains 28739 members 
Mstep: Class 21 contains 39416 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 5320 members 
Mstep: Class 24 contains 2835 members 
Mstep: Class 25 contains 8954 members 
Mstep: Class 26 contains 5275 members 
Mstep: Class 27 contains 58110 members 
Mstep: Class 28 contains 8670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935296.000000 Penalty: 96296.875000
Iteration 78Q: 29 clusters Score -1.429353e+08 nChanged 751
Entering ConstructFrom: 
Score: -142935296.000000 Penalty: 96296.875000
Entering ConstructFrom: 
Trying to split cluster 1 (43177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Entering Unmasked Estep 
Score: -5836316.000000 Penalty: 2646.919678
	Iteration 0F: 2 clusters Score -5836316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -5806942.000000 Penalty: 5293.839355
	Iteration 0F: 3 clusters Score -5806942 nChanged 19771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -5817909.500000 Penalty: 5293.839355
	Iteration 1F: 3 clusters Score -5817910 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -5818480.500000 Penalty: 5293.839355
	Iteration 2Q: 3 clusters Score -5818480 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -5819048.000000 Penalty: 5293.839355
	Iteration 3Q: 3 clusters Score -5819048 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -5819799.500000 Penalty: 5293.839355
	Iteration 4Q: 3 clusters Score -5819800 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -5820842.500000 Penalty: 5293.839355
	Iteration 5F: 3 clusters Score -5820842 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -5822352.000000 Penalty: 5293.839355
	Iteration 6F: 3 clusters Score -5822352 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -5824594.000000 Penalty: 5293.839355
	Iteration 7F: 3 clusters Score -5824594 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -5827358.000000 Penalty: 5293.839355
	Iteration 8F: 3 clusters Score -5827358 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -5829870.000000 Penalty: 5293.839355
	Iteration 9F: 3 clusters Score -5829870 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -5831692.000000 Penalty: 5293.839355
	Iteration 10Q: 3 clusters Score -5831692 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -5832763.500000 Penalty: 5293.839355
	Iteration 11Q: 3 clusters Score -5832764 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5833368.500000 Penalty: 5293.839355
	Iteration 12Q: 3 clusters Score -5833368 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5833694.000000 Penalty: 5293.839355
	Iteration 13Q: 3 clusters Score -5833694 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5833936.500000 Penalty: 5293.839355
	Iteration 14Q: 3 clusters Score -5833936 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5834058.500000 Penalty: 5293.839355
	Iteration 15Q: 3 clusters Score -5834058 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5834126.500000 Penalty: 5293.839355
	Iteration 16Q: 3 clusters Score -5834126 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5834219.000000 Penalty: 5293.839355
	Iteration 17Q: 3 clusters Score -5834219 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5834243.500000 Penalty: 5293.839355
	Iteration 18Q: 3 clusters Score -5834244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5834273.000000 Penalty: 5293.839355
	Iteration 19Q: 3 clusters Score -5834273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5834290.000000 Penalty: 5293.839355
	Iteration 20F: 3 clusters Score -5834290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5834296.500000 Penalty: 5293.839355
	Iteration 21Q: 3 clusters Score -5834296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5834305.500000 Penalty: 5293.839355
	Iteration 22Q: 3 clusters Score -5834306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5834315.500000 Penalty: 5293.839355
	Iteration 23Q: 3 clusters Score -5834316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5834322.000000 Penalty: 5293.839355
	Iteration 24Q: 3 clusters Score -5834322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5834324.500000 Penalty: 5293.839355
	Iteration 25Q: 3 clusters Score -5834324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5834326.500000 Penalty: 5293.839355
	Iteration 26Q: 3 clusters Score -5834326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5834329.500000 Penalty: 5293.839355
	Iteration 27Q: 3 clusters Score -5834330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5834330.500000 Penalty: 5293.839355
	Iteration 28Q: 3 clusters Score -5834330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5834334.500000 Penalty: 5293.839355
	Iteration 29Q: 3 clusters Score -5834334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5834330.500000 Penalty: 5293.839355
	Iteration 30Q: 3 clusters Score -5834330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5834328.000000 Penalty: 5293.839355
	Iteration 31Q: 3 clusters Score -5834328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5834328.000000 Penalty: 5293.839355
	Iteration 32F: 3 clusters Score -5834328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Entering Unmasked Estep 
Score: -96459.929688 Penalty: 1635.753540
	Iteration 0F: 2 clusters Score -96459.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -94786.351562 Penalty: 3271.507080
	Iteration 0F: 3 clusters Score -94786.35 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -95008.250000 Penalty: 3271.507080
	Iteration 1F: 3 clusters Score -95008.25 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -95127.453125 Penalty: 3271.507080
	Iteration 2F: 3 clusters Score -95127.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -95220.070312 Penalty: 3271.507080
	Iteration 3Q: 3 clusters Score -95220.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -95408.585938 Penalty: 3271.507080
	Iteration 4Q: 3 clusters Score -95408.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -95679.992188 Penalty: 3271.507080
	Iteration 5F: 3 clusters Score -95679.99 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -95931.570312 Penalty: 3271.507080
	Iteration 6F: 3 clusters Score -95931.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -96003.156250 Penalty: 3271.507080
	Iteration 7Q: 3 clusters Score -96003.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -96045.367188 Penalty: 3271.507080
	Iteration 8Q: 3 clusters Score -96045.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -96080.007812 Penalty: 3271.507080
	Iteration 9Q: 3 clusters Score -96080.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -96101.171875 Penalty: 3271.507080
	Iteration 10Q: 3 clusters Score -96101.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -96113.570312 Penalty: 3271.507080
	Iteration 11Q: 3 clusters Score -96113.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -96118.914062 Penalty: 3271.507080
	Iteration 12Q: 3 clusters Score -96118.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -96118.914062 Penalty: 3271.507080
	Iteration 13F: 3 clusters Score -96118.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (153860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153860 members 
Entering Unmasked Estep 
Score: -21422310.000000 Penalty: 2962.062012
	Iteration 0F: 2 clusters Score -2.142231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76878 members 
Mstep: Class 2 contains 76982 members 
Entering Unmasked Estep 
Score: -21326290.000000 Penalty: 5924.124023
	Iteration 0F: 3 clusters Score -2.132629e+07 nChanged 73429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77835 members 
Mstep: Class 2 contains 76025 members 
Entering Unmasked Estep 
Score: -21368762.000000 Penalty: 5924.124023
	Iteration 1F: 3 clusters Score -2.136876e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78383 members 
Mstep: Class 2 contains 75477 members 
Entering Unmasked Estep 
Score: -21369790.000000 Penalty: 5924.124023
	Iteration 2Q: 3 clusters Score -2.136979e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79153 members 
Mstep: Class 2 contains 74707 members 
Entering Unmasked Estep 
Score: -21371160.000000 Penalty: 5924.124023
	Iteration 3Q: 3 clusters Score -2.137116e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80163 members 
Mstep: Class 2 contains 73697 members 
Entering Unmasked Estep 
Score: -21372596.000000 Penalty: 5924.124023
	Iteration 4Q: 3 clusters Score -2.13726e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81545 members 
Mstep: Class 2 contains 72315 members 
Entering Unmasked Estep 
Score: -21374308.000000 Penalty: 5924.124023
	Iteration 5Q: 3 clusters Score -2.137431e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83340 members 
Mstep: Class 2 contains 70520 members 
Entering Unmasked Estep 
Score: -21376576.000000 Penalty: 5924.124023
	Iteration 6Q: 3 clusters Score -2.137658e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85606 members 
Mstep: Class 2 contains 68254 members 
Entering Unmasked Estep 
Score: -21379378.000000 Penalty: 5924.124023
	Iteration 7Q: 3 clusters Score -2.137938e+07 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88202 members 
Mstep: Class 2 contains 65658 members 
Entering Unmasked Estep 
Score: -21383226.000000 Penalty: 5924.124023
	Iteration 8Q: 3 clusters Score -2.138323e+07 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91174 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -21387970.000000 Penalty: 5924.124023
	Iteration 9F: 3 clusters Score -2.138797e+07 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94027 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -21393716.000000 Penalty: 5924.124023
	Iteration 10F: 3 clusters Score -2.139372e+07 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96411 members 
Mstep: Class 2 contains 57449 members 
Entering Unmasked Estep 
Score: -21399844.000000 Penalty: 5924.124023
	Iteration 11F: 3 clusters Score -2.139984e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98279 members 
Mstep: Class 2 contains 55581 members 
Entering Unmasked Estep 
Score: -21403768.000000 Penalty: 5924.124023
	Iteration 12Q: 3 clusters Score -2.140377e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99943 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -21405474.000000 Penalty: 5924.124023
	Iteration 13Q: 3 clusters Score -2.140547e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101560 members 
Mstep: Class 2 contains 52300 members 
Entering Unmasked Estep 
Score: -21406190.000000 Penalty: 5924.124023
	Iteration 14Q: 3 clusters Score -2.140619e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103260 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -21406866.000000 Penalty: 5924.124023
	Iteration 15Q: 3 clusters Score -2.140687e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105023 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -21407218.000000 Penalty: 5924.124023
	Iteration 16Q: 3 clusters Score -2.140722e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106875 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -21407810.000000 Penalty: 5924.124023
	Iteration 17Q: 3 clusters Score -2.140781e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108752 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -21408194.000000 Penalty: 5924.124023
	Iteration 18Q: 3 clusters Score -2.140819e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110726 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -21408832.000000 Penalty: 5924.124023
	Iteration 19Q: 3 clusters Score -2.140883e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112719 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -21409322.000000 Penalty: 5924.124023
	Iteration 20F: 3 clusters Score -2.140932e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114774 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -21409788.000000 Penalty: 5924.124023
	Iteration 21Q: 3 clusters Score -2.140979e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116870 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -21410434.000000 Penalty: 5924.124023
	Iteration 22Q: 3 clusters Score -2.141043e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118983 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -21411080.000000 Penalty: 5924.124023
	Iteration 23Q: 3 clusters Score -2.141108e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121062 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -21411616.000000 Penalty: 5924.124023
	Iteration 24Q: 3 clusters Score -2.141162e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123175 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -21412226.000000 Penalty: 5924.124023
	Iteration 25Q: 3 clusters Score -2.141223e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125292 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -21412748.000000 Penalty: 5924.124023
	Iteration 26Q: 3 clusters Score -2.141275e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127385 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -21413262.000000 Penalty: 5924.124023
	Iteration 27Q: 3 clusters Score -2.141326e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129436 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -21413804.000000 Penalty: 5924.124023
	Iteration 28Q: 3 clusters Score -2.14138e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131375 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -21414224.000000 Penalty: 5924.124023
	Iteration 29Q: 3 clusters Score -2.141422e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133152 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -21414542.000000 Penalty: 5924.124023
	Iteration 30Q: 3 clusters Score -2.141454e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134842 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -21415030.000000 Penalty: 5924.124023
	Iteration 31Q: 3 clusters Score -2.141503e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136355 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -21415300.000000 Penalty: 5924.124023
	Iteration 32Q: 3 clusters Score -2.14153e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137687 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -21415532.000000 Penalty: 5924.124023
	Iteration 33Q: 3 clusters Score -2.141553e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138949 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -21415876.000000 Penalty: 5924.124023
	Iteration 34Q: 3 clusters Score -2.141588e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140176 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -21416206.000000 Penalty: 5924.124023
	Iteration 35Q: 3 clusters Score -2.141621e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141341 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -21416456.000000 Penalty: 5924.124023
	Iteration 36Q: 3 clusters Score -2.141646e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142392 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -21416836.000000 Penalty: 5924.124023
	Iteration 37Q: 3 clusters Score -2.141684e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143365 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -21417208.000000 Penalty: 5924.124023
	Iteration 38Q: 3 clusters Score -2.141721e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144257 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -21417446.000000 Penalty: 5924.124023
	Iteration 39Q: 3 clusters Score -2.141745e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145038 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -21417654.000000 Penalty: 5924.124023
	Iteration 40F: 3 clusters Score -2.141765e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145747 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -21417798.000000 Penalty: 5924.124023
	Iteration 41Q: 3 clusters Score -2.14178e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146420 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -21417994.000000 Penalty: 5924.124023
	Iteration 42Q: 3 clusters Score -2.141799e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146993 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -21418146.000000 Penalty: 5924.124023
	Iteration 43Q: 3 clusters Score -2.141815e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147458 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -21418250.000000 Penalty: 5924.124023
	Iteration 44Q: 3 clusters Score -2.141825e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147900 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -21418424.000000 Penalty: 5924.124023
	Iteration 45Q: 3 clusters Score -2.141842e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148307 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -21418594.000000 Penalty: 5924.124023
	Iteration 46Q: 3 clusters Score -2.141859e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148665 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -21418716.000000 Penalty: 5924.124023
	Iteration 47Q: 3 clusters Score -2.141872e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148982 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -21418792.000000 Penalty: 5924.124023
	Iteration 48Q: 3 clusters Score -2.141879e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149277 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -21418908.000000 Penalty: 5924.124023
	Iteration 49Q: 3 clusters Score -2.141891e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149542 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -21419022.000000 Penalty: 5924.124023
	Iteration 50Q: 3 clusters Score -2.141902e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149775 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -21419094.000000 Penalty: 5924.124023
	Iteration 51Q: 3 clusters Score -2.141909e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149976 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -21419184.000000 Penalty: 5924.124023
	Iteration 52Q: 3 clusters Score -2.141918e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150151 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -21419278.000000 Penalty: 5924.124023
	Iteration 53Q: 3 clusters Score -2.141928e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150310 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -21419326.000000 Penalty: 5924.124023
	Iteration 54Q: 3 clusters Score -2.141933e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150455 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -21419412.000000 Penalty: 5924.124023
	Iteration 55Q: 3 clusters Score -2.141941e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150599 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -21419460.000000 Penalty: 5924.124023
	Iteration 56Q: 3 clusters Score -2.141946e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150726 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -21419514.000000 Penalty: 5924.124023
	Iteration 57Q: 3 clusters Score -2.141951e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150830 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -21419518.000000 Penalty: 5924.124023
	Iteration 58Q: 3 clusters Score -2.141952e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150935 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -21419564.000000 Penalty: 5924.124023
	Iteration 59Q: 3 clusters Score -2.141956e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151033 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -21419616.000000 Penalty: 5924.124023
	Iteration 60F: 3 clusters Score -2.141962e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151111 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -21419660.000000 Penalty: 5924.124023
	Iteration 61Q: 3 clusters Score -2.141966e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151172 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -21419696.000000 Penalty: 5924.124023
	Iteration 62Q: 3 clusters Score -2.14197e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151221 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -21419714.000000 Penalty: 5924.124023
	Iteration 63Q: 3 clusters Score -2.141971e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151260 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -21419730.000000 Penalty: 5924.124023
	Iteration 64Q: 3 clusters Score -2.141973e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151302 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -21419728.000000 Penalty: 5924.124023
	Iteration 65Q: 3 clusters Score -2.141973e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151331 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -21419756.000000 Penalty: 5924.124023
	Iteration 66Q: 3 clusters Score -2.141976e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151370 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -21419768.000000 Penalty: 5924.124023
	Iteration 67Q: 3 clusters Score -2.141977e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151392 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -21419756.000000 Penalty: 5924.124023
	Iteration 68Q: 3 clusters Score -2.141976e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151411 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -21419770.000000 Penalty: 5924.124023
	Iteration 69Q: 3 clusters Score -2.141977e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151439 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -21419796.000000 Penalty: 5924.124023
	Iteration 70Q: 3 clusters Score -2.14198e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151454 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -21419796.000000 Penalty: 5924.124023
	Iteration 71Q: 3 clusters Score -2.14198e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151471 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -21419790.000000 Penalty: 5924.124023
	Iteration 72Q: 3 clusters Score -2.141979e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151492 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -21419784.000000 Penalty: 5924.124023
	Iteration 73Q: 3 clusters Score -2.141978e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151506 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -21419776.000000 Penalty: 5924.124023
	Iteration 74Q: 3 clusters Score -2.141978e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151527 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -21419802.000000 Penalty: 5924.124023
	Iteration 75Q: 3 clusters Score -2.14198e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151557 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -21419798.000000 Penalty: 5924.124023
	Iteration 76Q: 3 clusters Score -2.14198e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151581 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -21419796.000000 Penalty: 5924.124023
	Iteration 77Q: 3 clusters Score -2.14198e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151607 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -21419828.000000 Penalty: 5924.124023
	Iteration 78Q: 3 clusters Score -2.141983e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151632 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -21419852.000000 Penalty: 5924.124023
	Iteration 79Q: 3 clusters Score -2.141985e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151654 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -21419850.000000 Penalty: 5924.124023
	Iteration 80F: 3 clusters Score -2.141985e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151681 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -21419866.000000 Penalty: 5924.124023
	Iteration 81Q: 3 clusters Score -2.141987e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151694 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -21419882.000000 Penalty: 5924.124023
	Iteration 82Q: 3 clusters Score -2.141988e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151707 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -21419868.000000 Penalty: 5924.124023
	Iteration 83Q: 3 clusters Score -2.141987e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151715 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -21419870.000000 Penalty: 5924.124023
	Iteration 84Q: 3 clusters Score -2.141987e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151738 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -21419858.000000 Penalty: 5924.124023
	Iteration 85Q: 3 clusters Score -2.141986e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151758 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -21419892.000000 Penalty: 5924.124023
	Iteration 86Q: 3 clusters Score -2.141989e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151777 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -21419872.000000 Penalty: 5924.124023
	Iteration 87Q: 3 clusters Score -2.141987e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151796 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -21419864.000000 Penalty: 5924.124023
	Iteration 88Q: 3 clusters Score -2.141986e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151812 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -21419878.000000 Penalty: 5924.124023
	Iteration 89Q: 3 clusters Score -2.141988e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151829 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -21419888.000000 Penalty: 5924.124023
	Iteration 90Q: 3 clusters Score -2.141989e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151842 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -21419894.000000 Penalty: 5924.124023
	Iteration 91Q: 3 clusters Score -2.141989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151844 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -21419906.000000 Penalty: 5924.124023
	Iteration 92Q: 3 clusters Score -2.141991e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151849 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -21419908.000000 Penalty: 5924.124023
	Iteration 93Q: 3 clusters Score -2.141991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151851 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -21419912.000000 Penalty: 5924.124023
	Iteration 94Q: 3 clusters Score -2.141991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151855 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -21419924.000000 Penalty: 5924.124023
	Iteration 95Q: 3 clusters Score -2.141992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151860 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -21419922.000000 Penalty: 5924.124023
	Iteration 96Q: 3 clusters Score -2.141992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151866 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -21419920.000000 Penalty: 5924.124023
	Iteration 97Q: 3 clusters Score -2.141992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151874 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -21419912.000000 Penalty: 5924.124023
	Iteration 98Q: 3 clusters Score -2.141991e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151884 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -21419904.000000 Penalty: 5924.124023
	Iteration 99Q: 3 clusters Score -2.14199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151897 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -21419910.000000 Penalty: 5924.124023
	Iteration 100F: 3 clusters Score -2.141991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151900 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -21419926.000000 Penalty: 5924.124023
	Iteration 101Q: 3 clusters Score -2.141993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151904 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -21419926.000000 Penalty: 5924.124023
	Iteration 102Q: 3 clusters Score -2.141993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151909 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -21419906.000000 Penalty: 5924.124023
	Iteration 103Q: 3 clusters Score -2.141991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151912 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -21419912.000000 Penalty: 5924.124023
	Iteration 104Q: 3 clusters Score -2.141991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151916 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -21419908.000000 Penalty: 5924.124023
	Iteration 105Q: 3 clusters Score -2.141991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151919 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -21419918.000000 Penalty: 5924.124023
	Iteration 106Q: 3 clusters Score -2.141992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151921 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -21419926.000000 Penalty: 5924.124023
	Iteration 107Q: 3 clusters Score -2.141993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151921 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -21419926.000000 Penalty: 5924.124023
	Iteration 108F: 3 clusters Score -2.141993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (67560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67560 members 
Entering Unmasked Estep 
Score: -9413993.000000 Penalty: 2757.951416
	Iteration 0F: 2 clusters Score -9413993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -9368318.000000 Penalty: 5515.902832
	Iteration 0F: 3 clusters Score -9368318 nChanged 31803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -9387554.000000 Penalty: 5515.902832
	Iteration 1F: 3 clusters Score -9387554 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -9389882.000000 Penalty: 5515.902832
	Iteration 2F: 3 clusters Score -9389882 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -9392778.000000 Penalty: 5515.902832
	Iteration 3F: 3 clusters Score -9392778 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -9395781.000000 Penalty: 5515.902832
	Iteration 4F: 3 clusters Score -9395781 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -9398415.000000 Penalty: 5515.902832
	Iteration 5F: 3 clusters Score -9398415 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -9400486.000000 Penalty: 5515.902832
	Iteration 6F: 3 clusters Score -9400486 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -9402054.000000 Penalty: 5515.902832
	Iteration 7F: 3 clusters Score -9402054 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -9403291.000000 Penalty: 5515.902832
	Iteration 8Q: 3 clusters Score -9403291 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -9404388.000000 Penalty: 5515.902832
	Iteration 9Q: 3 clusters Score -9404388 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 46787 members 
Entering Unmasked Estep 
Score: -9405631.000000 Penalty: 5515.902832
	Iteration 10Q: 3 clusters Score -9405631 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -9407100.000000 Penalty: 5515.902832
	Iteration 11Q: 3 clusters Score -9407100 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -9408799.000000 Penalty: 5515.902832
	Iteration 12Q: 3 clusters Score -9408799 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 54745 members 
Entering Unmasked Estep 
Score: -9410526.000000 Penalty: 5515.902832
	Iteration 13Q: 3 clusters Score -9410526 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -9412131.000000 Penalty: 5515.902832
	Iteration 14Q: 3 clusters Score -9412131 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 58885 members 
Entering Unmasked Estep 
Score: -9413362.000000 Penalty: 5515.902832
	Iteration 15Q: 3 clusters Score -9413362 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 60335 members 
Entering Unmasked Estep 
Score: -9414256.000000 Penalty: 5515.902832
	Iteration 16Q: 3 clusters Score -9414256 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 61346 members 
Entering Unmasked Estep 
Score: -9414796.000000 Penalty: 5515.902832
	Iteration 17Q: 3 clusters Score -9414796 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 62081 members 
Entering Unmasked Estep 
Score: -9415241.000000 Penalty: 5515.902832
	Iteration 18Q: 3 clusters Score -9415241 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 62592 members 
Entering Unmasked Estep 
Score: -9415520.000000 Penalty: 5515.902832
	Iteration 19Q: 3 clusters Score -9415520 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 62991 members 
Entering Unmasked Estep 
Score: -9415738.000000 Penalty: 5515.902832
	Iteration 20F: 3 clusters Score -9415738 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 63319 members 
Entering Unmasked Estep 
Score: -9415923.000000 Penalty: 5515.902832
	Iteration 21Q: 3 clusters Score -9415923 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 63578 members 
Entering Unmasked Estep 
Score: -9416157.000000 Penalty: 5515.902832
	Iteration 22Q: 3 clusters Score -9416157 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 63768 members 
Entering Unmasked Estep 
Score: -9416293.000000 Penalty: 5515.902832
	Iteration 23Q: 3 clusters Score -9416293 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -9416438.000000 Penalty: 5515.902832
	Iteration 24Q: 3 clusters Score -9416438 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -9416503.000000 Penalty: 5515.902832
	Iteration 25Q: 3 clusters Score -9416503 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 64075 members 
Entering Unmasked Estep 
Score: -9416558.000000 Penalty: 5515.902832
	Iteration 26Q: 3 clusters Score -9416558 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 64118 members 
Entering Unmasked Estep 
Score: -9416583.000000 Penalty: 5515.902832
	Iteration 27Q: 3 clusters Score -9416583 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 64151 members 
Entering Unmasked Estep 
Score: -9416614.000000 Penalty: 5515.902832
	Iteration 28Q: 3 clusters Score -9416614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 64176 members 
Entering Unmasked Estep 
Score: -9416629.000000 Penalty: 5515.902832
	Iteration 29Q: 3 clusters Score -9416629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 64184 members 
Entering Unmasked Estep 
Score: -9416627.000000 Penalty: 5515.902832
	Iteration 30Q: 3 clusters Score -9416627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 64185 members 
Entering Unmasked Estep 
Score: -9416623.000000 Penalty: 5515.902832
	Iteration 31Q: 3 clusters Score -9416623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 64189 members 
Entering Unmasked Estep 
Score: -9416628.000000 Penalty: 5515.902832
	Iteration 32Q: 3 clusters Score -9416628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 64196 members 
Entering Unmasked Estep 
Score: -9416624.000000 Penalty: 5515.902832
	Iteration 33Q: 3 clusters Score -9416624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 64199 members 
Entering Unmasked Estep 
Score: -9416638.000000 Penalty: 5515.902832
	Iteration 34Q: 3 clusters Score -9416638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -9416640.000000 Penalty: 5515.902832
	Iteration 35Q: 3 clusters Score -9416640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -9416643.000000 Penalty: 5515.902832
	Iteration 36Q: 3 clusters Score -9416643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 64209 members 
Entering Unmasked Estep 
Score: -9416637.000000 Penalty: 5515.902832
	Iteration 37Q: 3 clusters Score -9416637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -9416636.000000 Penalty: 5515.902832
	Iteration 38Q: 3 clusters Score -9416636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -9416636.000000 Penalty: 5515.902832
	Iteration 39F: 3 clusters Score -9416636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 153860 members 
Mstep: Class 4 contains 3352 members 
Mstep: Class 5 contains 2059 members 
Mstep: Class 6 contains 1198 members 
Mstep: Class 7 contains 200865 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12087 members 
Mstep: Class 10 contains 148783 members 
Mstep: Class 11 contains 48898 members 
Mstep: Class 12 contains 5506 members 
Mstep: Class 13 contains 36511 members 
Mstep: Class 14 contains 49736 members 
Mstep: Class 15 contains 54474 members 
Mstep: Class 16 contains 5447 members 
Mstep: Class 17 contains 13754 members 
Mstep: Class 18 contains 35899 members 
Mstep: Class 19 contains 14078 members 
Mstep: Class 20 contains 28696 members 
Mstep: Class 21 contains 39419 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 5328 members 
Mstep: Class 24 contains 2840 members 
Mstep: Class 25 contains 8945 members 
Mstep: Class 26 contains 5277 members 
Mstep: Class 27 contains 58172 members 
Mstep: Class 28 contains 8668 members 
Mstep: Class 29 contains 64208 members 
Entering Unmasked Estep 
Score: -142937376.000000 Penalty: 99736.046875
Splitting cluster 4 changes total score from -142935296.000000 to -142937376.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 5 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -269931.468750 Penalty: 1892.234009
	Iteration 0F: 2 clusters Score -269931.5 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 1048 members 
Entering Unmasked Estep 
Score: -267251.687500 Penalty: 3784.468018
	Iteration 0F: 3 clusters Score -267251.7 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -267736.437500 Penalty: 3784.468018
	Iteration 1F: 3 clusters Score -267736.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -267837.062500 Penalty: 3784.468018
	Iteration 2F: 3 clusters Score -267837.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -267896.187500 Penalty: 3784.468018
	Iteration 3Q: 3 clusters Score -267896.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -267933.625000 Penalty: 3784.468018
	Iteration 4Q: 3 clusters Score -267933.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -267958.062500 Penalty: 3784.468018
	Iteration 5Q: 3 clusters Score -267958.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -267985.156250 Penalty: 3784.468018
	Iteration 6Q: 3 clusters Score -267985.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -268007.406250 Penalty: 3784.468018
	Iteration 7Q: 3 clusters Score -268007.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -268029.937500 Penalty: 3784.468018
	Iteration 8Q: 3 clusters Score -268029.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -268044.437500 Penalty: 3784.468018
	Iteration 9Q: 3 clusters Score -268044.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -268057.875000 Penalty: 3784.468018
	Iteration 10Q: 3 clusters Score -268057.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -268075.593750 Penalty: 3784.468018
	Iteration 11Q: 3 clusters Score -268075.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -268087.250000 Penalty: 3784.468018
	Iteration 12Q: 3 clusters Score -268087.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -268094.906250 Penalty: 3784.468018
	Iteration 13Q: 3 clusters Score -268094.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -268099.312500 Penalty: 3784.468018
	Iteration 14Q: 3 clusters Score -268099.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -268105.187500 Penalty: 3784.468018
	Iteration 15Q: 3 clusters Score -268105.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -268110.968750 Penalty: 3784.468018
	Iteration 16Q: 3 clusters Score -268111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -268112.656250 Penalty: 3784.468018
	Iteration 17Q: 3 clusters Score -268112.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -268112.656250 Penalty: 3784.468018
	Iteration 18F: 3 clusters Score -268112.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Entering Unmasked Estep 
Score: -154182.578125 Penalty: 1757.925415
	Iteration 0F: 2 clusters Score -154182.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -152141.765625 Penalty: 3515.850830
	Iteration 0F: 3 clusters Score -152141.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -152652.859375 Penalty: 3515.850830
	Iteration 1F: 3 clusters Score -152652.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -153254.328125 Penalty: 3515.850830
	Iteration 2F: 3 clusters Score -153254.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -153565.578125 Penalty: 3515.850830
	Iteration 3F: 3 clusters Score -153565.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -153814.078125 Penalty: 3515.850830
	Iteration 4F: 3 clusters Score -153814.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -153951.468750 Penalty: 3515.850830
	Iteration 5F: 3 clusters Score -153951.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -154049.078125 Penalty: 3515.850830
	Iteration 6Q: 3 clusters Score -154049.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -154132.187500 Penalty: 3515.850830
	Iteration 7Q: 3 clusters Score -154132.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -154247.484375 Penalty: 3515.850830
	Iteration 8Q: 3 clusters Score -154247.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -154395.234375 Penalty: 3515.850830
	Iteration 9Q: 3 clusters Score -154395.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -154574.906250 Penalty: 3515.850830
	Iteration 10Q: 3 clusters Score -154574.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -154659.109375 Penalty: 3515.850830
	Iteration 11Q: 3 clusters Score -154659.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -154686.000000 Penalty: 3515.850830
	Iteration 12Q: 3 clusters Score -154686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -154692.078125 Penalty: 3515.850830
	Iteration 13Q: 3 clusters Score -154692.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -154698.484375 Penalty: 3515.850830
	Iteration 14Q: 3 clusters Score -154698.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -154704.265625 Penalty: 3515.850830
	Iteration 15Q: 3 clusters Score -154704.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -154707.875000 Penalty: 3515.850830
	Iteration 16Q: 3 clusters Score -154707.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -154710.328125 Penalty: 3515.850830
	Iteration 17Q: 3 clusters Score -154710.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -154710.328125 Penalty: 3515.850830
	Iteration 18F: 3 clusters Score -154710.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 153860 members 
Mstep: Class 4 contains 3352 members 
Mstep: Class 5 contains 2059 members 
Mstep: Class 6 contains 922 members 
Mstep: Class 7 contains 200865 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12087 members 
Mstep: Class 10 contains 148783 members 
Mstep: Class 11 contains 48898 members 
Mstep: Class 12 contains 5506 members 
Mstep: Class 13 contains 36511 members 
Mstep: Class 14 contains 49736 members 
Mstep: Class 15 contains 54474 members 
Mstep: Class 16 contains 5447 members 
Mstep: Class 17 contains 13754 members 
Mstep: Class 18 contains 35899 members 
Mstep: Class 19 contains 14078 members 
Mstep: Class 20 contains 28696 members 
Mstep: Class 21 contains 39419 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 5328 members 
Mstep: Class 24 contains 2840 members 
Mstep: Class 25 contains 8945 members 
Mstep: Class 26 contains 5277 members 
Mstep: Class 27 contains 58172 members 
Mstep: Class 28 contains 8668 members 
Mstep: Class 29 contains 64208 members 
Mstep: Class 30 contains 276 members 
Entering Unmasked Estep 
Score: -142935904.000000 Penalty: 103175.226562
Splitting cluster 6 changes total score from -142935296.000000 to -142935904.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 7 (200865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200865 members 
Entering Unmasked Estep 
Score: -27890614.000000 Penalty: 3028.176270
	Iteration 0F: 2 clusters Score -2.789061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100602 members 
Mstep: Class 2 contains 100263 members 
Entering Unmasked Estep 
Score: -27765892.000000 Penalty: 6056.352539
	Iteration 0F: 3 clusters Score -2.776589e+07 nChanged 96566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101498 members 
Mstep: Class 2 contains 99367 members 
Entering Unmasked Estep 
Score: -27823254.000000 Penalty: 6056.352539
	Iteration 1F: 3 clusters Score -2.782325e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101993 members 
Mstep: Class 2 contains 98872 members 
Entering Unmasked Estep 
Score: -27824286.000000 Penalty: 6056.352539
	Iteration 2Q: 3 clusters Score -2.782429e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102772 members 
Mstep: Class 2 contains 98093 members 
Entering Unmasked Estep 
Score: -27825456.000000 Penalty: 6056.352539
	Iteration 3Q: 3 clusters Score -2.782546e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103951 members 
Mstep: Class 2 contains 96914 members 
Entering Unmasked Estep 
Score: -27826900.000000 Penalty: 6056.352539
	Iteration 4Q: 3 clusters Score -2.78269e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105663 members 
Mstep: Class 2 contains 95202 members 
Entering Unmasked Estep 
Score: -27828856.000000 Penalty: 6056.352539
	Iteration 5Q: 3 clusters Score -2.782886e+07 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108146 members 
Mstep: Class 2 contains 92719 members 
Entering Unmasked Estep 
Score: -27831874.000000 Penalty: 6056.352539
	Iteration 6Q: 3 clusters Score -2.783187e+07 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111320 members 
Mstep: Class 2 contains 89545 members 
Entering Unmasked Estep 
Score: -27836818.000000 Penalty: 6056.352539
	Iteration 7Q: 3 clusters Score -2.783682e+07 nChanged 10809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114869 members 
Mstep: Class 2 contains 85996 members 
Entering Unmasked Estep 
Score: -27843618.000000 Penalty: 6056.352539
	Iteration 8F: 3 clusters Score -2.784362e+07 nChanged 11946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118331 members 
Mstep: Class 2 contains 82534 members 
Entering Unmasked Estep 
Score: -27851422.000000 Penalty: 6056.352539
	Iteration 9F: 3 clusters Score -2.785142e+07 nChanged 12062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120715 members 
Mstep: Class 2 contains 80150 members 
Entering Unmasked Estep 
Score: -27858248.000000 Penalty: 6056.352539
	Iteration 10F: 3 clusters Score -2.785825e+07 nChanged 10823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121676 members 
Mstep: Class 2 contains 79189 members 
Entering Unmasked Estep 
Score: -27863560.000000 Penalty: 6056.352539
	Iteration 11F: 3 clusters Score -2.786356e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121432 members 
Mstep: Class 2 contains 79433 members 
Entering Unmasked Estep 
Score: -27866474.000000 Penalty: 6056.352539
	Iteration 12Q: 3 clusters Score -2.786647e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120618 members 
Mstep: Class 2 contains 80247 members 
Entering Unmasked Estep 
Score: -27868132.000000 Penalty: 6056.352539
	Iteration 13Q: 3 clusters Score -2.786813e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119493 members 
Mstep: Class 2 contains 81372 members 
Entering Unmasked Estep 
Score: -27868956.000000 Penalty: 6056.352539
	Iteration 14Q: 3 clusters Score -2.786896e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118317 members 
Mstep: Class 2 contains 82548 members 
Entering Unmasked Estep 
Score: -27869476.000000 Penalty: 6056.352539
	Iteration 15Q: 3 clusters Score -2.786948e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117165 members 
Mstep: Class 2 contains 83700 members 
Entering Unmasked Estep 
Score: -27870012.000000 Penalty: 6056.352539
	Iteration 16Q: 3 clusters Score -2.787001e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116075 members 
Mstep: Class 2 contains 84790 members 
Entering Unmasked Estep 
Score: -27870584.000000 Penalty: 6056.352539
	Iteration 17Q: 3 clusters Score -2.787058e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115084 members 
Mstep: Class 2 contains 85781 members 
Entering Unmasked Estep 
Score: -27871132.000000 Penalty: 6056.352539
	Iteration 18Q: 3 clusters Score -2.787113e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114102 members 
Mstep: Class 2 contains 86763 members 
Entering Unmasked Estep 
Score: -27871444.000000 Penalty: 6056.352539
	Iteration 19Q: 3 clusters Score -2.787144e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113226 members 
Mstep: Class 2 contains 87639 members 
Entering Unmasked Estep 
Score: -27871634.000000 Penalty: 6056.352539
	Iteration 20F: 3 clusters Score -2.787163e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112376 members 
Mstep: Class 2 contains 88489 members 
Entering Unmasked Estep 
Score: -27871894.000000 Penalty: 6056.352539
	Iteration 21Q: 3 clusters Score -2.787189e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111582 members 
Mstep: Class 2 contains 89283 members 
Entering Unmasked Estep 
Score: -27872014.000000 Penalty: 6056.352539
	Iteration 22Q: 3 clusters Score -2.787201e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110864 members 
Mstep: Class 2 contains 90001 members 
Entering Unmasked Estep 
Score: -27872352.000000 Penalty: 6056.352539
	Iteration 23Q: 3 clusters Score -2.787235e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110132 members 
Mstep: Class 2 contains 90733 members 
Entering Unmasked Estep 
Score: -27872534.000000 Penalty: 6056.352539
	Iteration 24Q: 3 clusters Score -2.787253e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109362 members 
Mstep: Class 2 contains 91503 members 
Entering Unmasked Estep 
Score: -27872602.000000 Penalty: 6056.352539
	Iteration 25Q: 3 clusters Score -2.78726e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108611 members 
Mstep: Class 2 contains 92254 members 
Entering Unmasked Estep 
Score: -27872840.000000 Penalty: 6056.352539
	Iteration 26Q: 3 clusters Score -2.787284e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107893 members 
Mstep: Class 2 contains 92972 members 
Entering Unmasked Estep 
Score: -27873098.000000 Penalty: 6056.352539
	Iteration 27Q: 3 clusters Score -2.78731e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107239 members 
Mstep: Class 2 contains 93626 members 
Entering Unmasked Estep 
Score: -27873204.000000 Penalty: 6056.352539
	Iteration 28Q: 3 clusters Score -2.78732e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106630 members 
Mstep: Class 2 contains 94235 members 
Entering Unmasked Estep 
Score: -27873354.000000 Penalty: 6056.352539
	Iteration 29Q: 3 clusters Score -2.787335e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106073 members 
Mstep: Class 2 contains 94792 members 
Entering Unmasked Estep 
Score: -27873470.000000 Penalty: 6056.352539
	Iteration 30Q: 3 clusters Score -2.787347e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105493 members 
Mstep: Class 2 contains 95372 members 
Entering Unmasked Estep 
Score: -27873474.000000 Penalty: 6056.352539
	Iteration 31Q: 3 clusters Score -2.787347e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104926 members 
Mstep: Class 2 contains 95939 members 
Entering Unmasked Estep 
Score: -27873600.000000 Penalty: 6056.352539
	Iteration 32Q: 3 clusters Score -2.78736e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104366 members 
Mstep: Class 2 contains 96499 members 
Entering Unmasked Estep 
Score: -27873708.000000 Penalty: 6056.352539
	Iteration 33Q: 3 clusters Score -2.787371e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103844 members 
Mstep: Class 2 contains 97021 members 
Entering Unmasked Estep 
Score: -27873712.000000 Penalty: 6056.352539
	Iteration 34Q: 3 clusters Score -2.787371e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103308 members 
Mstep: Class 2 contains 97557 members 
Entering Unmasked Estep 
Score: -27873950.000000 Penalty: 6056.352539
	Iteration 35Q: 3 clusters Score -2.787395e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102808 members 
Mstep: Class 2 contains 98057 members 
Entering Unmasked Estep 
Score: -27873954.000000 Penalty: 6056.352539
	Iteration 36Q: 3 clusters Score -2.787395e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102345 members 
Mstep: Class 2 contains 98520 members 
Entering Unmasked Estep 
Score: -27874058.000000 Penalty: 6056.352539
	Iteration 37Q: 3 clusters Score -2.787406e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101936 members 
Mstep: Class 2 contains 98929 members 
Entering Unmasked Estep 
Score: -27874180.000000 Penalty: 6056.352539
	Iteration 38Q: 3 clusters Score -2.787418e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101542 members 
Mstep: Class 2 contains 99323 members 
Entering Unmasked Estep 
Score: -27874236.000000 Penalty: 6056.352539
	Iteration 39Q: 3 clusters Score -2.787424e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101163 members 
Mstep: Class 2 contains 99702 members 
Entering Unmasked Estep 
Score: -27874286.000000 Penalty: 6056.352539
	Iteration 40F: 3 clusters Score -2.787429e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100779 members 
Mstep: Class 2 contains 100086 members 
Entering Unmasked Estep 
Score: -27874400.000000 Penalty: 6056.352539
	Iteration 41Q: 3 clusters Score -2.78744e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100414 members 
Mstep: Class 2 contains 100451 members 
Entering Unmasked Estep 
Score: -27874472.000000 Penalty: 6056.352539
	Iteration 42Q: 3 clusters Score -2.787447e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100037 members 
Mstep: Class 2 contains 100828 members 
Entering Unmasked Estep 
Score: -27874508.000000 Penalty: 6056.352539
	Iteration 43Q: 3 clusters Score -2.787451e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99636 members 
Mstep: Class 2 contains 101229 members 
Entering Unmasked Estep 
Score: -27874554.000000 Penalty: 6056.352539
	Iteration 44Q: 3 clusters Score -2.787455e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99209 members 
Mstep: Class 2 contains 101656 members 
Entering Unmasked Estep 
Score: -27874626.000000 Penalty: 6056.352539
	Iteration 45Q: 3 clusters Score -2.787463e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98730 members 
Mstep: Class 2 contains 102135 members 
Entering Unmasked Estep 
Score: -27874594.000000 Penalty: 6056.352539
	Iteration 46Q: 3 clusters Score -2.787459e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98235 members 
Mstep: Class 2 contains 102630 members 
Entering Unmasked Estep 
Score: -27874732.000000 Penalty: 6056.352539
	Iteration 47Q: 3 clusters Score -2.787473e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97661 members 
Mstep: Class 2 contains 103204 members 
Entering Unmasked Estep 
Score: -27874804.000000 Penalty: 6056.352539
	Iteration 48Q: 3 clusters Score -2.78748e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97077 members 
Mstep: Class 2 contains 103788 members 
Entering Unmasked Estep 
Score: -27874880.000000 Penalty: 6056.352539
	Iteration 49Q: 3 clusters Score -2.787488e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96394 members 
Mstep: Class 2 contains 104471 members 
Entering Unmasked Estep 
Score: -27875000.000000 Penalty: 6056.352539
	Iteration 50Q: 3 clusters Score -2.7875e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95638 members 
Mstep: Class 2 contains 105227 members 
Entering Unmasked Estep 
Score: -27875086.000000 Penalty: 6056.352539
	Iteration 51Q: 3 clusters Score -2.787509e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94826 members 
Mstep: Class 2 contains 106039 members 
Entering Unmasked Estep 
Score: -27875142.000000 Penalty: 6056.352539
	Iteration 52Q: 3 clusters Score -2.787514e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93910 members 
Mstep: Class 2 contains 106955 members 
Entering Unmasked Estep 
Score: -27875344.000000 Penalty: 6056.352539
	Iteration 53Q: 3 clusters Score -2.787534e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92823 members 
Mstep: Class 2 contains 108042 members 
Entering Unmasked Estep 
Score: -27875560.000000 Penalty: 6056.352539
	Iteration 54Q: 3 clusters Score -2.787556e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91553 members 
Mstep: Class 2 contains 109312 members 
Entering Unmasked Estep 
Score: -27875828.000000 Penalty: 6056.352539
	Iteration 55Q: 3 clusters Score -2.787583e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90073 members 
Mstep: Class 2 contains 110792 members 
Entering Unmasked Estep 
Score: -27875936.000000 Penalty: 6056.352539
	Iteration 56Q: 3 clusters Score -2.787594e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88316 members 
Mstep: Class 2 contains 112549 members 
Entering Unmasked Estep 
Score: -27876002.000000 Penalty: 6056.352539
	Iteration 57Q: 3 clusters Score -2.7876e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86315 members 
Mstep: Class 2 contains 114550 members 
Entering Unmasked Estep 
Score: -27876358.000000 Penalty: 6056.352539
	Iteration 58Q: 3 clusters Score -2.787636e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84036 members 
Mstep: Class 2 contains 116829 members 
Entering Unmasked Estep 
Score: -27876744.000000 Penalty: 6056.352539
	Iteration 59Q: 3 clusters Score -2.787674e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81527 members 
Mstep: Class 2 contains 119338 members 
Entering Unmasked Estep 
Score: -27876994.000000 Penalty: 6056.352539
	Iteration 60F: 3 clusters Score -2.787699e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78688 members 
Mstep: Class 2 contains 122177 members 
Entering Unmasked Estep 
Score: -27877446.000000 Penalty: 6056.352539
	Iteration 61Q: 3 clusters Score -2.787745e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75557 members 
Mstep: Class 2 contains 125308 members 
Entering Unmasked Estep 
Score: -27877994.000000 Penalty: 6056.352539
	Iteration 62Q: 3 clusters Score -2.787799e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72073 members 
Mstep: Class 2 contains 128792 members 
Entering Unmasked Estep 
Score: -27878324.000000 Penalty: 6056.352539
	Iteration 63Q: 3 clusters Score -2.787832e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68148 members 
Mstep: Class 2 contains 132717 members 
Entering Unmasked Estep 
Score: -27878794.000000 Penalty: 6056.352539
	Iteration 64Q: 3 clusters Score -2.787879e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63852 members 
Mstep: Class 2 contains 137013 members 
Entering Unmasked Estep 
Score: -27879442.000000 Penalty: 6056.352539
	Iteration 65Q: 3 clusters Score -2.787944e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59179 members 
Mstep: Class 2 contains 141686 members 
Entering Unmasked Estep 
Score: -27880146.000000 Penalty: 6056.352539
	Iteration 66Q: 3 clusters Score -2.788015e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 146544 members 
Entering Unmasked Estep 
Score: -27880754.000000 Penalty: 6056.352539
	Iteration 67Q: 3 clusters Score -2.788075e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49220 members 
Mstep: Class 2 contains 151645 members 
Entering Unmasked Estep 
Score: -27881678.000000 Penalty: 6056.352539
	Iteration 68Q: 3 clusters Score -2.788168e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 156768 members 
Entering Unmasked Estep 
Score: -27882372.000000 Penalty: 6056.352539
	Iteration 69Q: 3 clusters Score -2.788237e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 161686 members 
Entering Unmasked Estep 
Score: -27882984.000000 Penalty: 6056.352539
	Iteration 70Q: 3 clusters Score -2.788298e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 166286 members 
Entering Unmasked Estep 
Score: -27883632.000000 Penalty: 6056.352539
	Iteration 71Q: 3 clusters Score -2.788363e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 170408 members 
Entering Unmasked Estep 
Score: -27884114.000000 Penalty: 6056.352539
	Iteration 72Q: 3 clusters Score -2.788411e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 174178 members 
Entering Unmasked Estep 
Score: -27884106.000000 Penalty: 6056.352539
	Iteration 73Q: 3 clusters Score -2.788411e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 177443 members 
Entering Unmasked Estep 
Score: -27884292.000000 Penalty: 6056.352539
	Iteration 74Q: 3 clusters Score -2.788429e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 180118 members 
Entering Unmasked Estep 
Score: -27884292.000000 Penalty: 6056.352539
	Iteration 75Q: 3 clusters Score -2.788429e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 182258 members 
Entering Unmasked Estep 
Score: -27884600.000000 Penalty: 6056.352539
	Iteration 76Q: 3 clusters Score -2.78846e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 183903 members 
Entering Unmasked Estep 
Score: -27884798.000000 Penalty: 6056.352539
	Iteration 77Q: 3 clusters Score -2.78848e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 185149 members 
Entering Unmasked Estep 
Score: -27885030.000000 Penalty: 6056.352539
	Iteration 78Q: 3 clusters Score -2.788503e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 186061 members 
Entering Unmasked Estep 
Score: -27885196.000000 Penalty: 6056.352539
	Iteration 79Q: 3 clusters Score -2.78852e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 186708 members 
Entering Unmasked Estep 
Score: -27886404.000000 Penalty: 6056.352539
	Iteration 80F: 3 clusters Score -2.78864e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 189416 members 
Entering Unmasked Estep 
Score: -27886984.000000 Penalty: 6056.352539
	Iteration 81Q: 3 clusters Score -2.788698e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 191545 members 
Entering Unmasked Estep 
Score: -27887366.000000 Penalty: 6056.352539
	Iteration 82Q: 3 clusters Score -2.788737e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 193229 members 
Entering Unmasked Estep 
Score: -27887882.000000 Penalty: 6056.352539
	Iteration 83Q: 3 clusters Score -2.788788e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 194539 members 
Entering Unmasked Estep 
Score: -27888286.000000 Penalty: 6056.352539
	Iteration 84Q: 3 clusters Score -2.788829e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 195529 members 
Entering Unmasked Estep 
Score: -27888342.000000 Penalty: 6056.352539
	Iteration 85Q: 3 clusters Score -2.788834e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 196322 members 
Entering Unmasked Estep 
Score: -27888522.000000 Penalty: 6056.352539
	Iteration 86Q: 3 clusters Score -2.788852e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 196944 members 
Entering Unmasked Estep 
Score: -27888508.000000 Penalty: 6056.352539
	Iteration 87Q: 3 clusters Score -2.788851e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 197476 members 
Entering Unmasked Estep 
Score: -27888590.000000 Penalty: 6056.352539
	Iteration 88Q: 3 clusters Score -2.788859e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 197910 members 
Entering Unmasked Estep 
Score: -27888590.000000 Penalty: 6056.352539
	Iteration 89Q: 3 clusters Score -2.788859e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 198257 members 
Entering Unmasked Estep 
Score: -27888612.000000 Penalty: 6056.352539
	Iteration 90Q: 3 clusters Score -2.788861e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 198573 members 
Entering Unmasked Estep 
Score: -27888586.000000 Penalty: 6056.352539
	Iteration 91Q: 3 clusters Score -2.788859e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 198839 members 
Entering Unmasked Estep 
Score: -27888608.000000 Penalty: 6056.352539
	Iteration 92Q: 3 clusters Score -2.788861e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 199041 members 
Entering Unmasked Estep 
Score: -27888644.000000 Penalty: 6056.352539
	Iteration 93Q: 3 clusters Score -2.788864e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 199204 members 
Entering Unmasked Estep 
Score: -27888634.000000 Penalty: 6056.352539
	Iteration 94Q: 3 clusters Score -2.788863e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 199358 members 
Entering Unmasked Estep 
Score: -27888546.000000 Penalty: 6056.352539
	Iteration 95Q: 3 clusters Score -2.788855e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 199494 members 
Entering Unmasked Estep 
Score: -27888514.000000 Penalty: 6056.352539
	Iteration 96Q: 3 clusters Score -2.788851e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 199595 members 
Entering Unmasked Estep 
Score: -27888504.000000 Penalty: 6056.352539
	Iteration 97Q: 3 clusters Score -2.78885e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 199699 members 
Entering Unmasked Estep 
Score: -27888438.000000 Penalty: 6056.352539
	Iteration 98Q: 3 clusters Score -2.788844e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 199788 members 
Entering Unmasked Estep 
Score: -27888410.000000 Penalty: 6056.352539
	Iteration 99Q: 3 clusters Score -2.788841e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 199838 members 
Entering Unmasked Estep 
Score: -27888446.000000 Penalty: 6056.352539
	Iteration 100F: 3 clusters Score -2.788845e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 199891 members 
Entering Unmasked Estep 
Score: -27888400.000000 Penalty: 6056.352539
	Iteration 101Q: 3 clusters Score -2.78884e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 199932 members 
Entering Unmasked Estep 
Score: -27888400.000000 Penalty: 6056.352539
	Iteration 102Q: 3 clusters Score -2.78884e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 199973 members 
Entering Unmasked Estep 
Score: -27888408.000000 Penalty: 6056.352539
	Iteration 103Q: 3 clusters Score -2.788841e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 200006 members 
Entering Unmasked Estep 
Score: -27888388.000000 Penalty: 6056.352539
	Iteration 104Q: 3 clusters Score -2.788839e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 200034 members 
Entering Unmasked Estep 
Score: -27888388.000000 Penalty: 6056.352539
	Iteration 105Q: 3 clusters Score -2.788839e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 200063 members 
Entering Unmasked Estep 
Score: -27888406.000000 Penalty: 6056.352539
	Iteration 106Q: 3 clusters Score -2.788841e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 200084 members 
Entering Unmasked Estep 
Score: -27888388.000000 Penalty: 6056.352539
	Iteration 107Q: 3 clusters Score -2.788839e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 200099 members 
Entering Unmasked Estep 
Score: -27888400.000000 Penalty: 6056.352539
	Iteration 108Q: 3 clusters Score -2.78884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 200110 members 
Entering Unmasked Estep 
Score: -27888392.000000 Penalty: 6056.352539
	Iteration 109Q: 3 clusters Score -2.788839e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 200117 members 
Entering Unmasked Estep 
Score: -27888394.000000 Penalty: 6056.352539
	Iteration 110Q: 3 clusters Score -2.788839e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 200126 members 
Entering Unmasked Estep 
Score: -27888408.000000 Penalty: 6056.352539
	Iteration 111Q: 3 clusters Score -2.788841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 200135 members 
Entering Unmasked Estep 
Score: -27888440.000000 Penalty: 6056.352539
	Iteration 112Q: 3 clusters Score -2.788844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 200143 members 
Entering Unmasked Estep 
Score: -27888426.000000 Penalty: 6056.352539
	Iteration 113Q: 3 clusters Score -2.788843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 200149 members 
Entering Unmasked Estep 
Score: -27888428.000000 Penalty: 6056.352539
	Iteration 114Q: 3 clusters Score -2.788843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 200154 members 
Entering Unmasked Estep 
Score: -27888416.000000 Penalty: 6056.352539
	Iteration 115Q: 3 clusters Score -2.788842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 200158 members 
Entering Unmasked Estep 
Score: -27888426.000000 Penalty: 6056.352539
	Iteration 116Q: 3 clusters Score -2.788843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 200169 members 
Entering Unmasked Estep 
Score: -27888406.000000 Penalty: 6056.352539
	Iteration 117Q: 3 clusters Score -2.788841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 200175 members 
Entering Unmasked Estep 
Score: -27888390.000000 Penalty: 6056.352539
	Iteration 118Q: 3 clusters Score -2.788839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 200182 members 
Entering Unmasked Estep 
Score: -27888398.000000 Penalty: 6056.352539
	Iteration 119Q: 3 clusters Score -2.78884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 200189 members 
Entering Unmasked Estep 
Score: -27888372.000000 Penalty: 6056.352539
	Iteration 120F: 3 clusters Score -2.788837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 200195 members 
Entering Unmasked Estep 
Score: -27888372.000000 Penalty: 6056.352539
	Iteration 121Q: 3 clusters Score -2.788837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 200199 members 
Entering Unmasked Estep 
Score: -27888368.000000 Penalty: 6056.352539
	Iteration 122Q: 3 clusters Score -2.788837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 200201 members 
Entering Unmasked Estep 
Score: -27888368.000000 Penalty: 6056.352539
	Iteration 123Q: 3 clusters Score -2.788837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 200202 members 
Entering Unmasked Estep 
Score: -27888370.000000 Penalty: 6056.352539
	Iteration 124Q: 3 clusters Score -2.788837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 200204 members 
Entering Unmasked Estep 
Score: -27888368.000000 Penalty: 6056.352539
	Iteration 125Q: 3 clusters Score -2.788837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 200205 members 
Entering Unmasked Estep 
Score: -27888372.000000 Penalty: 6056.352539
	Iteration 126Q: 3 clusters Score -2.788837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 200205 members 
Entering Unmasked Estep 
Score: -27888372.000000 Penalty: 6056.352539
	Iteration 127F: 3 clusters Score -2.788837e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -113738.007812 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -113738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -111927.906250 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -111927.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -112213.171875 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -112213.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -112386.414062 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -112386.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -112506.835938 Penalty: 3357.742432
	Iteration 3Q: 3 clusters Score -112506.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -112635.976562 Penalty: 3357.742432
	Iteration 4F: 3 clusters Score -112636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -112735.375000 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -112735.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -112815.984375 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -112816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -112864.390625 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -112864.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -112891.109375 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -112891.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -112919.312500 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -112919.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -112935.914062 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -112935.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -112944.156250 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -112944.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -112956.406250 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -112956.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -112962.273438 Penalty: 3357.742432
	Iteration 13Q: 3 clusters Score -112962.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -112965.890625 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -112965.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -112967.804688 Penalty: 3357.742432
	Iteration 15Q: 3 clusters Score -112967.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -112967.804688 Penalty: 3357.742432
	Iteration 16F: 3 clusters Score -112967.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Entering Unmasked Estep 
Score: -1621887.875000 Penalty: 2331.171875
	Iteration 0F: 2 clusters Score -1621888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1612932.125000 Penalty: 4662.343750
	Iteration 0F: 3 clusters Score -1612932 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1615901.125000 Penalty: 4662.343750
	Iteration 1F: 3 clusters Score -1615901 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1616713.875000 Penalty: 4662.343750
	Iteration 2F: 3 clusters Score -1616714 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1617677.750000 Penalty: 4662.343750
	Iteration 3F: 3 clusters Score -1617678 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1618699.375000 Penalty: 4662.343750
	Iteration 4F: 3 clusters Score -1618699 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1619546.500000 Penalty: 4662.343750
	Iteration 5F: 3 clusters Score -1619546 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1620128.750000 Penalty: 4662.343750
	Iteration 6F: 3 clusters Score -1620129 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1620572.250000 Penalty: 4662.343750
	Iteration 7Q: 3 clusters Score -1620572 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1620845.875000 Penalty: 4662.343750
	Iteration 8Q: 3 clusters Score -1620846 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1621017.500000 Penalty: 4662.343750
	Iteration 9Q: 3 clusters Score -1621018 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1621117.625000 Penalty: 4662.343750
	Iteration 10Q: 3 clusters Score -1621118 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1621188.625000 Penalty: 4662.343750
	Iteration 11Q: 3 clusters Score -1621189 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1621242.375000 Penalty: 4662.343750
	Iteration 12Q: 3 clusters Score -1621242 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1621272.500000 Penalty: 4662.343750
	Iteration 13Q: 3 clusters Score -1621272 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1621295.375000 Penalty: 4662.343750
	Iteration 14Q: 3 clusters Score -1621295 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1621315.375000 Penalty: 4662.343750
	Iteration 15Q: 3 clusters Score -1621315 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1621326.750000 Penalty: 4662.343750
	Iteration 16Q: 3 clusters Score -1621327 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1621340.500000 Penalty: 4662.343750
	Iteration 17Q: 3 clusters Score -1621340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1621345.500000 Penalty: 4662.343750
	Iteration 18Q: 3 clusters Score -1621346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1621354.125000 Penalty: 4662.343750
	Iteration 19Q: 3 clusters Score -1621354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1621360.375000 Penalty: 4662.343750
	Iteration 20F: 3 clusters Score -1621360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1621361.625000 Penalty: 4662.343750
	Iteration 21Q: 3 clusters Score -1621362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1621368.875000 Penalty: 4662.343750
	Iteration 22Q: 3 clusters Score -1621369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1621368.750000 Penalty: 4662.343750
	Iteration 23Q: 3 clusters Score -1621369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1621372.875000 Penalty: 4662.343750
	Iteration 24Q: 3 clusters Score -1621373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1621374.500000 Penalty: 4662.343750
	Iteration 25Q: 3 clusters Score -1621374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1621380.875000 Penalty: 4662.343750
	Iteration 26Q: 3 clusters Score -1621381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1621388.000000 Penalty: 4662.343750
	Iteration 27Q: 3 clusters Score -1621388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1621397.750000 Penalty: 4662.343750
	Iteration 28Q: 3 clusters Score -1621398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1621401.750000 Penalty: 4662.343750
	Iteration 29Q: 3 clusters Score -1621402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1621404.625000 Penalty: 4662.343750
	Iteration 30Q: 3 clusters Score -1621405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1621403.625000 Penalty: 4662.343750
	Iteration 31Q: 3 clusters Score -1621404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1621408.500000 Penalty: 4662.343750
	Iteration 32Q: 3 clusters Score -1621408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1621414.875000 Penalty: 4662.343750
	Iteration 33Q: 3 clusters Score -1621415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1621418.750000 Penalty: 4662.343750
	Iteration 34Q: 3 clusters Score -1621419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1621419.375000 Penalty: 4662.343750
	Iteration 35Q: 3 clusters Score -1621419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1621421.375000 Penalty: 4662.343750
	Iteration 36Q: 3 clusters Score -1621421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1621422.500000 Penalty: 4662.343750
	Iteration 37Q: 3 clusters Score -1621422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1621424.750000 Penalty: 4662.343750
	Iteration 38Q: 3 clusters Score -1621425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1621430.875000 Penalty: 4662.343750
	Iteration 39Q: 3 clusters Score -1621431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1621436.500000 Penalty: 4662.343750
	Iteration 40F: 3 clusters Score -1621436 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1621448.500000 Penalty: 4662.343750
	Iteration 41Q: 3 clusters Score -1621448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1621453.250000 Penalty: 4662.343750
	Iteration 42Q: 3 clusters Score -1621453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1621466.125000 Penalty: 4662.343750
	Iteration 43Q: 3 clusters Score -1621466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1621470.500000 Penalty: 4662.343750
	Iteration 44Q: 3 clusters Score -1621470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1621482.625000 Penalty: 4662.343750
	Iteration 45Q: 3 clusters Score -1621483 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1621486.125000 Penalty: 4662.343750
	Iteration 46Q: 3 clusters Score -1621486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1621488.625000 Penalty: 4662.343750
	Iteration 47Q: 3 clusters Score -1621489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1621492.125000 Penalty: 4662.343750
	Iteration 48Q: 3 clusters Score -1621492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1621494.125000 Penalty: 4662.343750
	Iteration 49Q: 3 clusters Score -1621494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1621496.625000 Penalty: 4662.343750
	Iteration 50Q: 3 clusters Score -1621497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1621500.375000 Penalty: 4662.343750
	Iteration 51Q: 3 clusters Score -1621500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1621504.250000 Penalty: 4662.343750
	Iteration 52Q: 3 clusters Score -1621504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1621502.625000 Penalty: 4662.343750
	Iteration 53Q: 3 clusters Score -1621503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1621504.625000 Penalty: 4662.343750
	Iteration 54Q: 3 clusters Score -1621505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1621513.750000 Penalty: 4662.343750
	Iteration 55Q: 3 clusters Score -1621514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1621517.125000 Penalty: 4662.343750
	Iteration 56Q: 3 clusters Score -1621517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1621518.250000 Penalty: 4662.343750
	Iteration 57Q: 3 clusters Score -1621518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1621521.250000 Penalty: 4662.343750
	Iteration 58Q: 3 clusters Score -1621521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1621524.000000 Penalty: 4662.343750
	Iteration 59Q: 3 clusters Score -1621524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1621528.125000 Penalty: 4662.343750
	Iteration 60F: 3 clusters Score -1621528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1621535.125000 Penalty: 4662.343750
	Iteration 61Q: 3 clusters Score -1621535 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1621550.625000 Penalty: 4662.343750
	Iteration 62Q: 3 clusters Score -1621551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1621567.125000 Penalty: 4662.343750
	Iteration 63Q: 3 clusters Score -1621567 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1621578.625000 Penalty: 4662.343750
	Iteration 64Q: 3 clusters Score -1621579 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1621599.125000 Penalty: 4662.343750
	Iteration 65Q: 3 clusters Score -1621599 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1621612.375000 Penalty: 4662.343750
	Iteration 66Q: 3 clusters Score -1621612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1621630.875000 Penalty: 4662.343750
	Iteration 67Q: 3 clusters Score -1621631 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1621645.250000 Penalty: 4662.343750
	Iteration 68Q: 3 clusters Score -1621645 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1621660.375000 Penalty: 4662.343750
	Iteration 69Q: 3 clusters Score -1621660 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1621673.125000 Penalty: 4662.343750
	Iteration 70Q: 3 clusters Score -1621673 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1621692.375000 Penalty: 4662.343750
	Iteration 71Q: 3 clusters Score -1621692 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1621699.125000 Penalty: 4662.343750
	Iteration 72Q: 3 clusters Score -1621699 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1621709.875000 Penalty: 4662.343750
	Iteration 73Q: 3 clusters Score -1621710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1621718.750000 Penalty: 4662.343750
	Iteration 74Q: 3 clusters Score -1621719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1621722.875000 Penalty: 4662.343750
	Iteration 75Q: 3 clusters Score -1621723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1621734.125000 Penalty: 4662.343750
	Iteration 76Q: 3 clusters Score -1621734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1621735.750000 Penalty: 4662.343750
	Iteration 77Q: 3 clusters Score -1621736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1621739.000000 Penalty: 4662.343750
	Iteration 78Q: 3 clusters Score -1621739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1621743.750000 Penalty: 4662.343750
	Iteration 79Q: 3 clusters Score -1621744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1621742.875000 Penalty: 4662.343750
	Iteration 80F: 3 clusters Score -1621743 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1621746.750000 Penalty: 4662.343750
	Iteration 81Q: 3 clusters Score -1621747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1621751.000000 Penalty: 4662.343750
	Iteration 82Q: 3 clusters Score -1621751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1621752.625000 Penalty: 4662.343750
	Iteration 83Q: 3 clusters Score -1621753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1621749.500000 Penalty: 4662.343750
	Iteration 84Q: 3 clusters Score -1621750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1621751.250000 Penalty: 4662.343750
	Iteration 85Q: 3 clusters Score -1621751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1621763.000000 Penalty: 4662.343750
	Iteration 86Q: 3 clusters Score -1621763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1621761.375000 Penalty: 4662.343750
	Iteration 87Q: 3 clusters Score -1621761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1621760.625000 Penalty: 4662.343750
	Iteration 88Q: 3 clusters Score -1621761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1621759.250000 Penalty: 4662.343750
	Iteration 89Q: 3 clusters Score -1621759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1621756.875000 Penalty: 4662.343750
	Iteration 90Q: 3 clusters Score -1621757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1621757.375000 Penalty: 4662.343750
	Iteration 91Q: 3 clusters Score -1621757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1621758.375000 Penalty: 4662.343750
	Iteration 92Q: 3 clusters Score -1621758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1621760.250000 Penalty: 4662.343750
	Iteration 93Q: 3 clusters Score -1621760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1621763.625000 Penalty: 4662.343750
	Iteration 94Q: 3 clusters Score -1621764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1621764.125000 Penalty: 4662.343750
	Iteration 95Q: 3 clusters Score -1621764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1621763.625000 Penalty: 4662.343750
	Iteration 96Q: 3 clusters Score -1621764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1621767.750000 Penalty: 4662.343750
	Iteration 97Q: 3 clusters Score -1621768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1621764.625000 Penalty: 4662.343750
	Iteration 98Q: 3 clusters Score -1621765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1621767.500000 Penalty: 4662.343750
	Iteration 99Q: 3 clusters Score -1621768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1621766.500000 Penalty: 4662.343750
	Iteration 100F: 3 clusters Score -1621766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1621767.875000 Penalty: 4662.343750
	Iteration 101Q: 3 clusters Score -1621768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1621767.875000 Penalty: 4662.343750
	Iteration 102F: 3 clusters Score -1621768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (148783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148783 members 
Entering Unmasked Estep 
Score: -20597150.000000 Penalty: 2953.740479
	Iteration 0F: 2 clusters Score -2.059715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74443 members 
Mstep: Class 2 contains 74340 members 
Entering Unmasked Estep 
Score: -20501038.000000 Penalty: 5907.480957
	Iteration 0F: 3 clusters Score -2.050104e+07 nChanged 71108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75609 members 
Mstep: Class 2 contains 73174 members 
Entering Unmasked Estep 
Score: -20541974.000000 Penalty: 5907.480957
	Iteration 1F: 3 clusters Score -2.054197e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76349 members 
Mstep: Class 2 contains 72434 members 
Entering Unmasked Estep 
Score: -20543074.000000 Penalty: 5907.480957
	Iteration 2Q: 3 clusters Score -2.054307e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77542 members 
Mstep: Class 2 contains 71241 members 
Entering Unmasked Estep 
Score: -20544170.000000 Penalty: 5907.480957
	Iteration 3Q: 3 clusters Score -2.054417e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79192 members 
Mstep: Class 2 contains 69591 members 
Entering Unmasked Estep 
Score: -20545950.000000 Penalty: 5907.480957
	Iteration 4Q: 3 clusters Score -2.054595e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81350 members 
Mstep: Class 2 contains 67433 members 
Entering Unmasked Estep 
Score: -20548698.000000 Penalty: 5907.480957
	Iteration 5Q: 3 clusters Score -2.05487e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84345 members 
Mstep: Class 2 contains 64438 members 
Entering Unmasked Estep 
Score: -20552578.000000 Penalty: 5907.480957
	Iteration 6Q: 3 clusters Score -2.055258e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88118 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -20558120.000000 Penalty: 5907.480957
	Iteration 7F: 3 clusters Score -2.055812e+07 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92241 members 
Mstep: Class 2 contains 56542 members 
Entering Unmasked Estep 
Score: -20564804.000000 Penalty: 5907.480957
	Iteration 8F: 3 clusters Score -2.05648e+07 nChanged 9624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96103 members 
Mstep: Class 2 contains 52680 members 
Entering Unmasked Estep 
Score: -20571700.000000 Penalty: 5907.480957
	Iteration 9F: 3 clusters Score -2.05717e+07 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99258 members 
Mstep: Class 2 contains 49525 members 
Entering Unmasked Estep 
Score: -20577598.000000 Penalty: 5907.480957
	Iteration 10F: 3 clusters Score -2.05776e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101779 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -20580760.000000 Penalty: 5907.480957
	Iteration 11Q: 3 clusters Score -2.058076e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104191 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -20582308.000000 Penalty: 5907.480957
	Iteration 12Q: 3 clusters Score -2.058231e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106643 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -20583600.000000 Penalty: 5907.480957
	Iteration 13Q: 3 clusters Score -2.05836e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109114 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -20584788.000000 Penalty: 5907.480957
	Iteration 14Q: 3 clusters Score -2.058479e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111625 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -20586058.000000 Penalty: 5907.480957
	Iteration 15Q: 3 clusters Score -2.058606e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114059 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -20587076.000000 Penalty: 5907.480957
	Iteration 16Q: 3 clusters Score -2.058708e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116424 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -20588104.000000 Penalty: 5907.480957
	Iteration 17Q: 3 clusters Score -2.05881e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118685 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -20589004.000000 Penalty: 5907.480957
	Iteration 18Q: 3 clusters Score -2.0589e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120808 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -20589768.000000 Penalty: 5907.480957
	Iteration 19Q: 3 clusters Score -2.058977e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122791 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -20590454.000000 Penalty: 5907.480957
	Iteration 20F: 3 clusters Score -2.059045e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124588 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -20590978.000000 Penalty: 5907.480957
	Iteration 21Q: 3 clusters Score -2.059098e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126311 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -20591424.000000 Penalty: 5907.480957
	Iteration 22Q: 3 clusters Score -2.059142e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128037 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -20591778.000000 Penalty: 5907.480957
	Iteration 23Q: 3 clusters Score -2.059178e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129592 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -20592080.000000 Penalty: 5907.480957
	Iteration 24Q: 3 clusters Score -2.059208e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131001 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -20592336.000000 Penalty: 5907.480957
	Iteration 25Q: 3 clusters Score -2.059234e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132308 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -20592598.000000 Penalty: 5907.480957
	Iteration 26Q: 3 clusters Score -2.05926e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133525 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -20592742.000000 Penalty: 5907.480957
	Iteration 27Q: 3 clusters Score -2.059274e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134671 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -20592868.000000 Penalty: 5907.480957
	Iteration 28Q: 3 clusters Score -2.059287e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135712 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -20593032.000000 Penalty: 5907.480957
	Iteration 29Q: 3 clusters Score -2.059303e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136687 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -20593178.000000 Penalty: 5907.480957
	Iteration 30Q: 3 clusters Score -2.059318e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137607 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -20593324.000000 Penalty: 5907.480957
	Iteration 31Q: 3 clusters Score -2.059332e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138504 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -20593516.000000 Penalty: 5907.480957
	Iteration 32Q: 3 clusters Score -2.059352e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139311 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -20593598.000000 Penalty: 5907.480957
	Iteration 33Q: 3 clusters Score -2.05936e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140120 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -20593834.000000 Penalty: 5907.480957
	Iteration 34Q: 3 clusters Score -2.059383e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140854 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -20593974.000000 Penalty: 5907.480957
	Iteration 35Q: 3 clusters Score -2.059397e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141509 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -20594054.000000 Penalty: 5907.480957
	Iteration 36Q: 3 clusters Score -2.059405e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142130 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -20594134.000000 Penalty: 5907.480957
	Iteration 37Q: 3 clusters Score -2.059413e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142688 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -20594260.000000 Penalty: 5907.480957
	Iteration 38Q: 3 clusters Score -2.059426e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143219 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -20594360.000000 Penalty: 5907.480957
	Iteration 39Q: 3 clusters Score -2.059436e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143701 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -20594380.000000 Penalty: 5907.480957
	Iteration 40F: 3 clusters Score -2.059438e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144165 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -20594474.000000 Penalty: 5907.480957
	Iteration 41Q: 3 clusters Score -2.059447e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144550 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -20594532.000000 Penalty: 5907.480957
	Iteration 42Q: 3 clusters Score -2.059453e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144914 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -20594578.000000 Penalty: 5907.480957
	Iteration 43Q: 3 clusters Score -2.059458e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145211 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -20594660.000000 Penalty: 5907.480957
	Iteration 44Q: 3 clusters Score -2.059466e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145481 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -20594668.000000 Penalty: 5907.480957
	Iteration 45Q: 3 clusters Score -2.059467e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145700 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -20594652.000000 Penalty: 5907.480957
	Iteration 46Q: 3 clusters Score -2.059465e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145896 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -20594650.000000 Penalty: 5907.480957
	Iteration 47Q: 3 clusters Score -2.059465e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146073 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -20594684.000000 Penalty: 5907.480957
	Iteration 48Q: 3 clusters Score -2.059468e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146221 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -20594686.000000 Penalty: 5907.480957
	Iteration 49Q: 3 clusters Score -2.059469e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146351 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -20594692.000000 Penalty: 5907.480957
	Iteration 50Q: 3 clusters Score -2.059469e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146451 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -20594722.000000 Penalty: 5907.480957
	Iteration 51Q: 3 clusters Score -2.059472e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146537 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -20594682.000000 Penalty: 5907.480957
	Iteration 52Q: 3 clusters Score -2.059468e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146628 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -20594668.000000 Penalty: 5907.480957
	Iteration 53Q: 3 clusters Score -2.059467e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146708 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -20594722.000000 Penalty: 5907.480957
	Iteration 54Q: 3 clusters Score -2.059472e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146778 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -20594716.000000 Penalty: 5907.480957
	Iteration 55Q: 3 clusters Score -2.059472e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146856 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -20594744.000000 Penalty: 5907.480957
	Iteration 56Q: 3 clusters Score -2.059474e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146930 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -20594760.000000 Penalty: 5907.480957
	Iteration 57Q: 3 clusters Score -2.059476e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146984 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -20594784.000000 Penalty: 5907.480957
	Iteration 58Q: 3 clusters Score -2.059478e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147030 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -20594792.000000 Penalty: 5907.480957
	Iteration 59Q: 3 clusters Score -2.059479e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147066 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -20594800.000000 Penalty: 5907.480957
	Iteration 60F: 3 clusters Score -2.05948e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147110 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -20594778.000000 Penalty: 5907.480957
	Iteration 61Q: 3 clusters Score -2.059478e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147144 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -20594792.000000 Penalty: 5907.480957
	Iteration 62Q: 3 clusters Score -2.059479e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147184 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -20594832.000000 Penalty: 5907.480957
	Iteration 63Q: 3 clusters Score -2.059483e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147228 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -20594820.000000 Penalty: 5907.480957
	Iteration 64Q: 3 clusters Score -2.059482e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147270 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -20594844.000000 Penalty: 5907.480957
	Iteration 65Q: 3 clusters Score -2.059484e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147294 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -20594868.000000 Penalty: 5907.480957
	Iteration 66Q: 3 clusters Score -2.059487e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147330 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -20594882.000000 Penalty: 5907.480957
	Iteration 67Q: 3 clusters Score -2.059488e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147365 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -20594882.000000 Penalty: 5907.480957
	Iteration 68Q: 3 clusters Score -2.059488e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147396 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -20594900.000000 Penalty: 5907.480957
	Iteration 69Q: 3 clusters Score -2.05949e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147424 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -20594898.000000 Penalty: 5907.480957
	Iteration 70Q: 3 clusters Score -2.05949e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147449 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -20594886.000000 Penalty: 5907.480957
	Iteration 71Q: 3 clusters Score -2.059489e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147474 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -20594888.000000 Penalty: 5907.480957
	Iteration 72Q: 3 clusters Score -2.059489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147486 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -20594884.000000 Penalty: 5907.480957
	Iteration 73Q: 3 clusters Score -2.059488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147496 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -20594894.000000 Penalty: 5907.480957
	Iteration 74Q: 3 clusters Score -2.059489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147507 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -20594876.000000 Penalty: 5907.480957
	Iteration 75Q: 3 clusters Score -2.059488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147514 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -20594884.000000 Penalty: 5907.480957
	Iteration 76Q: 3 clusters Score -2.059488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147522 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -20594896.000000 Penalty: 5907.480957
	Iteration 77Q: 3 clusters Score -2.05949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147530 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -20594892.000000 Penalty: 5907.480957
	Iteration 78Q: 3 clusters Score -2.059489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147539 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -20594900.000000 Penalty: 5907.480957
	Iteration 79Q: 3 clusters Score -2.05949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147544 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -20594922.000000 Penalty: 5907.480957
	Iteration 80F: 3 clusters Score -2.059492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147550 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -20594914.000000 Penalty: 5907.480957
	Iteration 81Q: 3 clusters Score -2.059491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147555 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -20594916.000000 Penalty: 5907.480957
	Iteration 82Q: 3 clusters Score -2.059492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147561 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -20594904.000000 Penalty: 5907.480957
	Iteration 83Q: 3 clusters Score -2.05949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147565 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -20594912.000000 Penalty: 5907.480957
	Iteration 84Q: 3 clusters Score -2.059491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147568 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -20594920.000000 Penalty: 5907.480957
	Iteration 85Q: 3 clusters Score -2.059492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147570 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -20594910.000000 Penalty: 5907.480957
	Iteration 86Q: 3 clusters Score -2.059491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147570 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -20594910.000000 Penalty: 5907.480957
	Iteration 87F: 3 clusters Score -2.059491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Entering Unmasked Estep 
Score: -6721263.500000 Penalty: 2677.778076
	Iteration 0F: 2 clusters Score -6721264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -6688408.500000 Penalty: 5355.556152
	Iteration 0F: 3 clusters Score -6688408 nChanged 22487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -6700842.500000 Penalty: 5355.556152
	Iteration 1F: 3 clusters Score -6700842 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -6701658.500000 Penalty: 5355.556152
	Iteration 2Q: 3 clusters Score -6701658 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -6702646.000000 Penalty: 5355.556152
	Iteration 3Q: 3 clusters Score -6702646 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -6704168.000000 Penalty: 5355.556152
	Iteration 4Q: 3 clusters Score -6704168 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -6706449.500000 Penalty: 5355.556152
	Iteration 5F: 3 clusters Score -6706450 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -6709058.000000 Penalty: 5355.556152
	Iteration 6F: 3 clusters Score -6709058 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -6711232.500000 Penalty: 5355.556152
	Iteration 7F: 3 clusters Score -6711232 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -6712834.500000 Penalty: 5355.556152
	Iteration 8F: 3 clusters Score -6712834 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -6713964.000000 Penalty: 5355.556152
	Iteration 9Q: 3 clusters Score -6713964 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -6714905.000000 Penalty: 5355.556152
	Iteration 10Q: 3 clusters Score -6714905 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -6715673.500000 Penalty: 5355.556152
	Iteration 11Q: 3 clusters Score -6715674 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -6716264.000000 Penalty: 5355.556152
	Iteration 12Q: 3 clusters Score -6716264 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42396 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -6716785.000000 Penalty: 5355.556152
	Iteration 13Q: 3 clusters Score -6716785 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -6717224.500000 Penalty: 5355.556152
	Iteration 14Q: 3 clusters Score -6717224 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -6717533.500000 Penalty: 5355.556152
	Iteration 15Q: 3 clusters Score -6717534 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -6717819.500000 Penalty: 5355.556152
	Iteration 16Q: 3 clusters Score -6717820 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -6718091.500000 Penalty: 5355.556152
	Iteration 17Q: 3 clusters Score -6718092 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -6718326.500000 Penalty: 5355.556152
	Iteration 18Q: 3 clusters Score -6718326 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -6718475.000000 Penalty: 5355.556152
	Iteration 19Q: 3 clusters Score -6718475 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -6718588.500000 Penalty: 5355.556152
	Iteration 20F: 3 clusters Score -6718588 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -6718675.000000 Penalty: 5355.556152
	Iteration 21Q: 3 clusters Score -6718675 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6718728.500000 Penalty: 5355.556152
	Iteration 22Q: 3 clusters Score -6718728 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6718790.500000 Penalty: 5355.556152
	Iteration 23Q: 3 clusters Score -6718790 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6718844.000000 Penalty: 5355.556152
	Iteration 24Q: 3 clusters Score -6718844 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6718875.500000 Penalty: 5355.556152
	Iteration 25Q: 3 clusters Score -6718876 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -6718881.500000 Penalty: 5355.556152
	Iteration 26Q: 3 clusters Score -6718882 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6718922.000000 Penalty: 5355.556152
	Iteration 27Q: 3 clusters Score -6718922 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6718944.500000 Penalty: 5355.556152
	Iteration 28Q: 3 clusters Score -6718944 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6718961.000000 Penalty: 5355.556152
	Iteration 29Q: 3 clusters Score -6718961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6718977.000000 Penalty: 5355.556152
	Iteration 30Q: 3 clusters Score -6718977 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6718985.000000 Penalty: 5355.556152
	Iteration 31Q: 3 clusters Score -6718985 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -6719002.500000 Penalty: 5355.556152
	Iteration 32Q: 3 clusters Score -6719002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -6719017.000000 Penalty: 5355.556152
	Iteration 33Q: 3 clusters Score -6719017 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6719036.500000 Penalty: 5355.556152
	Iteration 34Q: 3 clusters Score -6719036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -6719059.500000 Penalty: 5355.556152
	Iteration 35Q: 3 clusters Score -6719060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6719073.500000 Penalty: 5355.556152
	Iteration 36Q: 3 clusters Score -6719074 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6719078.000000 Penalty: 5355.556152
	Iteration 37Q: 3 clusters Score -6719078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6719082.500000 Penalty: 5355.556152
	Iteration 38Q: 3 clusters Score -6719082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6719106.000000 Penalty: 5355.556152
	Iteration 39Q: 3 clusters Score -6719106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6719115.500000 Penalty: 5355.556152
	Iteration 40F: 3 clusters Score -6719116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6719134.000000 Penalty: 5355.556152
	Iteration 41Q: 3 clusters Score -6719134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6719117.500000 Penalty: 5355.556152
	Iteration 42Q: 3 clusters Score -6719118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6719131.500000 Penalty: 5355.556152
	Iteration 43Q: 3 clusters Score -6719132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6719139.000000 Penalty: 5355.556152
	Iteration 44Q: 3 clusters Score -6719139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6719135.000000 Penalty: 5355.556152
	Iteration 45Q: 3 clusters Score -6719135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6719144.500000 Penalty: 5355.556152
	Iteration 46Q: 3 clusters Score -6719144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -6719151.000000 Penalty: 5355.556152
	Iteration 47Q: 3 clusters Score -6719151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6719156.500000 Penalty: 5355.556152
	Iteration 48Q: 3 clusters Score -6719156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6719156.000000 Penalty: 5355.556152
	Iteration 49Q: 3 clusters Score -6719156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6719162.000000 Penalty: 5355.556152
	Iteration 50Q: 3 clusters Score -6719162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -6719167.000000 Penalty: 5355.556152
	Iteration 51Q: 3 clusters Score -6719167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6719168.500000 Penalty: 5355.556152
	Iteration 52Q: 3 clusters Score -6719168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -6719167.000000 Penalty: 5355.556152
	Iteration 53Q: 3 clusters Score -6719167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6719170.500000 Penalty: 5355.556152
	Iteration 54Q: 3 clusters Score -6719170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6719170.500000 Penalty: 5355.556152
	Iteration 55F: 3 clusters Score -6719170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Entering Unmasked Estep 
Score: -687471.125000 Penalty: 2136.171387
	Iteration 0F: 2 clusters Score -687471.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -682721.750000 Penalty: 4272.342773
	Iteration 0F: 3 clusters Score -682721.8 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -684368.812500 Penalty: 4272.342773
	Iteration 1F: 3 clusters Score -684368.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -684876.500000 Penalty: 4272.342773
	Iteration 2F: 3 clusters Score -684876.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -685295.625000 Penalty: 4272.342773
	Iteration 3F: 3 clusters Score -685295.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -685626.562500 Penalty: 4272.342773
	Iteration 4F: 3 clusters Score -685626.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -685834.437500 Penalty: 4272.342773
	Iteration 5F: 3 clusters Score -685834.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -685968.562500 Penalty: 4272.342773
	Iteration 6Q: 3 clusters Score -685968.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -686043.812500 Penalty: 4272.342773
	Iteration 7Q: 3 clusters Score -686043.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -686096.562500 Penalty: 4272.342773
	Iteration 8Q: 3 clusters Score -686096.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -686151.937500 Penalty: 4272.342773
	Iteration 9Q: 3 clusters Score -686151.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -686187.125000 Penalty: 4272.342773
	Iteration 10Q: 3 clusters Score -686187.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -686219.437500 Penalty: 4272.342773
	Iteration 11Q: 3 clusters Score -686219.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -686242.500000 Penalty: 4272.342773
	Iteration 12Q: 3 clusters Score -686242.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -686256.500000 Penalty: 4272.342773
	Iteration 13Q: 3 clusters Score -686256.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -686279.687500 Penalty: 4272.342773
	Iteration 14Q: 3 clusters Score -686279.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -686302.000000 Penalty: 4272.342773
	Iteration 15Q: 3 clusters Score -686302 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -686324.250000 Penalty: 4272.342773
	Iteration 16Q: 3 clusters Score -686324.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -686346.187500 Penalty: 4272.342773
	Iteration 17Q: 3 clusters Score -686346.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -686368.437500 Penalty: 4272.342773
	Iteration 18Q: 3 clusters Score -686368.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -686384.875000 Penalty: 4272.342773
	Iteration 19Q: 3 clusters Score -686384.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -686404.500000 Penalty: 4272.342773
	Iteration 20F: 3 clusters Score -686404.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -686426.625000 Penalty: 4272.342773
	Iteration 21Q: 3 clusters Score -686426.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -686443.062500 Penalty: 4272.342773
	Iteration 22Q: 3 clusters Score -686443.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -686462.187500 Penalty: 4272.342773
	Iteration 23Q: 3 clusters Score -686462.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -686477.125000 Penalty: 4272.342773
	Iteration 24Q: 3 clusters Score -686477.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -686494.812500 Penalty: 4272.342773
	Iteration 25Q: 3 clusters Score -686494.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -686508.312500 Penalty: 4272.342773
	Iteration 26Q: 3 clusters Score -686508.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -686523.687500 Penalty: 4272.342773
	Iteration 27Q: 3 clusters Score -686523.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -686534.937500 Penalty: 4272.342773
	Iteration 28Q: 3 clusters Score -686534.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -686550.625000 Penalty: 4272.342773
	Iteration 29Q: 3 clusters Score -686550.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -686561.000000 Penalty: 4272.342773
	Iteration 30Q: 3 clusters Score -686561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -686572.500000 Penalty: 4272.342773
	Iteration 31Q: 3 clusters Score -686572.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -686584.562500 Penalty: 4272.342773
	Iteration 32Q: 3 clusters Score -686584.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -686597.750000 Penalty: 4272.342773
	Iteration 33Q: 3 clusters Score -686597.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -686609.687500 Penalty: 4272.342773
	Iteration 34Q: 3 clusters Score -686609.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -686618.875000 Penalty: 4272.342773
	Iteration 35Q: 3 clusters Score -686618.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -686627.437500 Penalty: 4272.342773
	Iteration 36Q: 3 clusters Score -686627.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -686636.687500 Penalty: 4272.342773
	Iteration 37Q: 3 clusters Score -686636.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -686644.375000 Penalty: 4272.342773
	Iteration 38Q: 3 clusters Score -686644.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -686650.125000 Penalty: 4272.342773
	Iteration 39Q: 3 clusters Score -686650.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -686656.937500 Penalty: 4272.342773
	Iteration 40F: 3 clusters Score -686656.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -686665.875000 Penalty: 4272.342773
	Iteration 41Q: 3 clusters Score -686665.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -686669.687500 Penalty: 4272.342773
	Iteration 42Q: 3 clusters Score -686669.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -686675.500000 Penalty: 4272.342773
	Iteration 43Q: 3 clusters Score -686675.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -686680.937500 Penalty: 4272.342773
	Iteration 44Q: 3 clusters Score -686680.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -686685.187500 Penalty: 4272.342773
	Iteration 45Q: 3 clusters Score -686685.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -686688.687500 Penalty: 4272.342773
	Iteration 46Q: 3 clusters Score -686688.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -686691.437500 Penalty: 4272.342773
	Iteration 47Q: 3 clusters Score -686691.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -686692.000000 Penalty: 4272.342773
	Iteration 48Q: 3 clusters Score -686692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -686693.250000 Penalty: 4272.342773
	Iteration 49Q: 3 clusters Score -686693.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -686692.812500 Penalty: 4272.342773
	Iteration 50Q: 3 clusters Score -686692.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -686693.562500 Penalty: 4272.342773
	Iteration 51Q: 3 clusters Score -686693.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -686693.562500 Penalty: 4272.342773
	Iteration 52F: 3 clusters Score -686693.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (36511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Entering Unmasked Estep 
Score: -5115303.500000 Penalty: 2605.331543
	Iteration 0F: 2 clusters Score -5115304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -5090519.500000 Penalty: 5210.663086
	Iteration 0F: 3 clusters Score -5090520 nChanged 16668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -5099591.000000 Penalty: 5210.663086
	Iteration 1F: 3 clusters Score -5099591 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -5100130.000000 Penalty: 5210.663086
	Iteration 2Q: 3 clusters Score -5100130 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -5100661.500000 Penalty: 5210.663086
	Iteration 3Q: 3 clusters Score -5100662 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -5101412.000000 Penalty: 5210.663086
	Iteration 4Q: 3 clusters Score -5101412 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -5102285.000000 Penalty: 5210.663086
	Iteration 5Q: 3 clusters Score -5102285 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -5103623.500000 Penalty: 5210.663086
	Iteration 6F: 3 clusters Score -5103624 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -5105360.000000 Penalty: 5210.663086
	Iteration 7F: 3 clusters Score -5105360 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -5107558.500000 Penalty: 5210.663086
	Iteration 8F: 3 clusters Score -5107558 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -5109619.000000 Penalty: 5210.663086
	Iteration 9F: 3 clusters Score -5109619 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -5111187.000000 Penalty: 5210.663086
	Iteration 10Q: 3 clusters Score -5111187 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5112121.000000 Penalty: 5210.663086
	Iteration 11Q: 3 clusters Score -5112121 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5112585.000000 Penalty: 5210.663086
	Iteration 12Q: 3 clusters Score -5112585 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5112772.500000 Penalty: 5210.663086
	Iteration 13Q: 3 clusters Score -5112772 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5112869.500000 Penalty: 5210.663086
	Iteration 14Q: 3 clusters Score -5112870 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5112937.500000 Penalty: 5210.663086
	Iteration 15Q: 3 clusters Score -5112938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5112980.500000 Penalty: 5210.663086
	Iteration 16Q: 3 clusters Score -5112980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5113005.000000 Penalty: 5210.663086
	Iteration 17Q: 3 clusters Score -5113005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5113033.000000 Penalty: 5210.663086
	Iteration 18Q: 3 clusters Score -5113033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5113044.000000 Penalty: 5210.663086
	Iteration 19Q: 3 clusters Score -5113044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5113054.500000 Penalty: 5210.663086
	Iteration 20F: 3 clusters Score -5113054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5113062.000000 Penalty: 5210.663086
	Iteration 21Q: 3 clusters Score -5113062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5113064.500000 Penalty: 5210.663086
	Iteration 22Q: 3 clusters Score -5113064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5113062.500000 Penalty: 5210.663086
	Iteration 23Q: 3 clusters Score -5113062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5113060.500000 Penalty: 5210.663086
	Iteration 24Q: 3 clusters Score -5113060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5113066.500000 Penalty: 5210.663086
	Iteration 25Q: 3 clusters Score -5113066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5113066.500000 Penalty: 5210.663086
	Iteration 26F: 3 clusters Score -5113066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49736 members 
Entering Unmasked Estep 
Score: -6938492.000000 Penalty: 2681.992188
	Iteration 0F: 2 clusters Score -6938492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -6904841.000000 Penalty: 5363.984375
	Iteration 0F: 3 clusters Score -6904841 nChanged 22962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -6917622.000000 Penalty: 5363.984375
	Iteration 1F: 3 clusters Score -6917622 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -6918094.500000 Penalty: 5363.984375
	Iteration 2Q: 3 clusters Score -6918094 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -6918653.000000 Penalty: 5363.984375
	Iteration 3Q: 3 clusters Score -6918653 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -6919248.000000 Penalty: 5363.984375
	Iteration 4Q: 3 clusters Score -6919248 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -6920123.500000 Penalty: 5363.984375
	Iteration 5Q: 3 clusters Score -6920124 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -6921491.000000 Penalty: 5363.984375
	Iteration 6F: 3 clusters Score -6921491 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -6923695.000000 Penalty: 5363.984375
	Iteration 7F: 3 clusters Score -6923695 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -6926939.000000 Penalty: 5363.984375
	Iteration 8F: 3 clusters Score -6926939 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -6930366.000000 Penalty: 5363.984375
	Iteration 9F: 3 clusters Score -6930366 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -6933237.000000 Penalty: 5363.984375
	Iteration 10F: 3 clusters Score -6933237 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -6934825.500000 Penalty: 5363.984375
	Iteration 11Q: 3 clusters Score -6934826 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -6935490.000000 Penalty: 5363.984375
	Iteration 12Q: 3 clusters Score -6935490 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -6935761.500000 Penalty: 5363.984375
	Iteration 13Q: 3 clusters Score -6935762 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -6935923.500000 Penalty: 5363.984375
	Iteration 14Q: 3 clusters Score -6935924 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -6935981.500000 Penalty: 5363.984375
	Iteration 15Q: 3 clusters Score -6935982 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 49267 members 
Entering Unmasked Estep 
Score: -6936033.000000 Penalty: 5363.984375
	Iteration 16Q: 3 clusters Score -6936033 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -6936063.000000 Penalty: 5363.984375
	Iteration 17Q: 3 clusters Score -6936063 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -6936092.000000 Penalty: 5363.984375
	Iteration 18Q: 3 clusters Score -6936092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 49327 members 
Entering Unmasked Estep 
Score: -6936120.000000 Penalty: 5363.984375
	Iteration 19Q: 3 clusters Score -6936120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
Score: -6936143.500000 Penalty: 5363.984375
	Iteration 20F: 3 clusters Score -6936144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -6936147.000000 Penalty: 5363.984375
	Iteration 21Q: 3 clusters Score -6936147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -6936150.500000 Penalty: 5363.984375
	Iteration 22Q: 3 clusters Score -6936150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 49352 members 
Entering Unmasked Estep 
Score: -6936160.000000 Penalty: 5363.984375
	Iteration 23Q: 3 clusters Score -6936160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 49355 members 
Entering Unmasked Estep 
Score: -6936160.000000 Penalty: 5363.984375
	Iteration 24Q: 3 clusters Score -6936160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -6936168.000000 Penalty: 5363.984375
	Iteration 25Q: 3 clusters Score -6936168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -6936164.500000 Penalty: 5363.984375
	Iteration 26Q: 3 clusters Score -6936164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -6936170.000000 Penalty: 5363.984375
	Iteration 27Q: 3 clusters Score -6936170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -6936172.000000 Penalty: 5363.984375
	Iteration 28Q: 3 clusters Score -6936172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -6936171.000000 Penalty: 5363.984375
	Iteration 29Q: 3 clusters Score -6936171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -6936171.000000 Penalty: 5363.984375
	Iteration 30F: 3 clusters Score -6936171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (54474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Entering Unmasked Estep 
Score: -7641165.500000 Penalty: 2704.558594
	Iteration 0F: 2 clusters Score -7641166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -7604736.500000 Penalty: 5409.117188
	Iteration 0F: 3 clusters Score -7604736 nChanged 25091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -7618654.000000 Penalty: 5409.117188
	Iteration 1F: 3 clusters Score -7618654 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -7619325.000000 Penalty: 5409.117188
	Iteration 2Q: 3 clusters Score -7619325 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -7620164.000000 Penalty: 5409.117188
	Iteration 3Q: 3 clusters Score -7620164 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -7621221.500000 Penalty: 5409.117188
	Iteration 4Q: 3 clusters Score -7621222 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -7622382.000000 Penalty: 5409.117188
	Iteration 5Q: 3 clusters Score -7622382 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -7623846.500000 Penalty: 5409.117188
	Iteration 6Q: 3 clusters Score -7623846 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -7625521.000000 Penalty: 5409.117188
	Iteration 7F: 3 clusters Score -7625521 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -7627615.000000 Penalty: 5409.117188
	Iteration 8F: 3 clusters Score -7627615 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -7629733.500000 Penalty: 5409.117188
	Iteration 9F: 3 clusters Score -7629734 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -7631802.500000 Penalty: 5409.117188
	Iteration 10F: 3 clusters Score -7631802 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -7633631.500000 Penalty: 5409.117188
	Iteration 11Q: 3 clusters Score -7633632 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 48442 members 
Entering Unmasked Estep 
Score: -7635085.500000 Penalty: 5409.117188
	Iteration 12Q: 3 clusters Score -7635086 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -7636110.500000 Penalty: 5409.117188
	Iteration 13Q: 3 clusters Score -7636110 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -7636857.000000 Penalty: 5409.117188
	Iteration 14Q: 3 clusters Score -7636857 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 51966 members 
Entering Unmasked Estep 
Score: -7637437.500000 Penalty: 5409.117188
	Iteration 15Q: 3 clusters Score -7637438 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 52551 members 
Entering Unmasked Estep 
Score: -7637810.000000 Penalty: 5409.117188
	Iteration 16Q: 3 clusters Score -7637810 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 52980 members 
Entering Unmasked Estep 
Score: -7638086.500000 Penalty: 5409.117188
	Iteration 17Q: 3 clusters Score -7638086 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 53271 members 
Entering Unmasked Estep 
Score: -7638296.000000 Penalty: 5409.117188
	Iteration 18Q: 3 clusters Score -7638296 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 53456 members 
Entering Unmasked Estep 
Score: -7638453.500000 Penalty: 5409.117188
	Iteration 19Q: 3 clusters Score -7638454 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -7638534.000000 Penalty: 5409.117188
	Iteration 20F: 3 clusters Score -7638534 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -7638606.500000 Penalty: 5409.117188
	Iteration 21Q: 3 clusters Score -7638606 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 53723 members 
Entering Unmasked Estep 
Score: -7638666.000000 Penalty: 5409.117188
	Iteration 22Q: 3 clusters Score -7638666 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -7638704.500000 Penalty: 5409.117188
	Iteration 23Q: 3 clusters Score -7638704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 53788 members 
Entering Unmasked Estep 
Score: -7638722.500000 Penalty: 5409.117188
	Iteration 24Q: 3 clusters Score -7638722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -7638748.000000 Penalty: 5409.117188
	Iteration 25Q: 3 clusters Score -7638748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -7638766.500000 Penalty: 5409.117188
	Iteration 26Q: 3 clusters Score -7638766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -7638777.000000 Penalty: 5409.117188
	Iteration 27Q: 3 clusters Score -7638777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 53862 members 
Entering Unmasked Estep 
Score: -7638792.000000 Penalty: 5409.117188
	Iteration 28Q: 3 clusters Score -7638792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 53872 members 
Entering Unmasked Estep 
Score: -7638794.500000 Penalty: 5409.117188
	Iteration 29Q: 3 clusters Score -7638794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 53878 members 
Entering Unmasked Estep 
Score: -7638799.000000 Penalty: 5409.117188
	Iteration 30Q: 3 clusters Score -7638799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
Score: -7638802.500000 Penalty: 5409.117188
	Iteration 31Q: 3 clusters Score -7638802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 53885 members 
Entering Unmasked Estep 
Score: -7638800.000000 Penalty: 5409.117188
	Iteration 32Q: 3 clusters Score -7638800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -7638815.000000 Penalty: 5409.117188
	Iteration 33Q: 3 clusters Score -7638815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 53900 members 
Entering Unmasked Estep 
Score: -7638827.000000 Penalty: 5409.117188
	Iteration 34Q: 3 clusters Score -7638827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -7638834.500000 Penalty: 5409.117188
	Iteration 35Q: 3 clusters Score -7638834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 53915 members 
Entering Unmasked Estep 
Score: -7638843.000000 Penalty: 5409.117188
	Iteration 36Q: 3 clusters Score -7638843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 53919 members 
Entering Unmasked Estep 
Score: -7638843.000000 Penalty: 5409.117188
	Iteration 37Q: 3 clusters Score -7638843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 53923 members 
Entering Unmasked Estep 
Score: -7638845.000000 Penalty: 5409.117188
	Iteration 38Q: 3 clusters Score -7638845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 53930 members 
Entering Unmasked Estep 
Score: -7638850.000000 Penalty: 5409.117188
	Iteration 39Q: 3 clusters Score -7638850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 53934 members 
Entering Unmasked Estep 
Score: -7638857.500000 Penalty: 5409.117188
	Iteration 40F: 3 clusters Score -7638858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
Score: -7638860.500000 Penalty: 5409.117188
	Iteration 41Q: 3 clusters Score -7638860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 53943 members 
Entering Unmasked Estep 
Score: -7638872.000000 Penalty: 5409.117188
	Iteration 42Q: 3 clusters Score -7638872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -7638875.500000 Penalty: 5409.117188
	Iteration 43Q: 3 clusters Score -7638876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -7638876.000000 Penalty: 5409.117188
	Iteration 44Q: 3 clusters Score -7638876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -7638872.500000 Penalty: 5409.117188
	Iteration 45Q: 3 clusters Score -7638872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -7638872.500000 Penalty: 5409.117188
	Iteration 46F: 3 clusters Score -7638872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Entering Unmasked Estep 
Score: -735237.687500 Penalty: 2133.499512
	Iteration 0F: 2 clusters Score -735237.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -730475.250000 Penalty: 4266.999023
	Iteration 0F: 3 clusters Score -730475.2 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -731569.187500 Penalty: 4266.999023
	Iteration 1F: 3 clusters Score -731569.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -731791.562500 Penalty: 4266.999023
	Iteration 2F: 3 clusters Score -731791.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -731957.000000 Penalty: 4266.999023
	Iteration 3F: 3 clusters Score -731957 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -732084.312500 Penalty: 4266.999023
	Iteration 4Q: 3 clusters Score -732084.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -732198.062500 Penalty: 4266.999023
	Iteration 5Q: 3 clusters Score -732198.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -732310.562500 Penalty: 4266.999023
	Iteration 6Q: 3 clusters Score -732310.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -732421.937500 Penalty: 4266.999023
	Iteration 7Q: 3 clusters Score -732421.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -732546.187500 Penalty: 4266.999023
	Iteration 8Q: 3 clusters Score -732546.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -732695.250000 Penalty: 4266.999023
	Iteration 9Q: 3 clusters Score -732695.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -732877.812500 Penalty: 4266.999023
	Iteration 10Q: 3 clusters Score -732877.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -733074.625000 Penalty: 4266.999023
	Iteration 11Q: 3 clusters Score -733074.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -733222.500000 Penalty: 4266.999023
	Iteration 12Q: 3 clusters Score -733222.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -733333.437500 Penalty: 4266.999023
	Iteration 13Q: 3 clusters Score -733333.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -733422.000000 Penalty: 4266.999023
	Iteration 14Q: 3 clusters Score -733422 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -733487.312500 Penalty: 4266.999023
	Iteration 15Q: 3 clusters Score -733487.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -733543.562500 Penalty: 4266.999023
	Iteration 16Q: 3 clusters Score -733543.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -733577.500000 Penalty: 4266.999023
	Iteration 17Q: 3 clusters Score -733577.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -733601.062500 Penalty: 4266.999023
	Iteration 18Q: 3 clusters Score -733601.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -733621.000000 Penalty: 4266.999023
	Iteration 19Q: 3 clusters Score -733621 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -733636.187500 Penalty: 4266.999023
	Iteration 20F: 3 clusters Score -733636.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -733646.500000 Penalty: 4266.999023
	Iteration 21Q: 3 clusters Score -733646.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -733656.500000 Penalty: 4266.999023
	Iteration 22Q: 3 clusters Score -733656.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -733661.000000 Penalty: 4266.999023
	Iteration 23Q: 3 clusters Score -733661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -733665.187500 Penalty: 4266.999023
	Iteration 24Q: 3 clusters Score -733665.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -733668.062500 Penalty: 4266.999023
	Iteration 25Q: 3 clusters Score -733668.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -733668.812500 Penalty: 4266.999023
	Iteration 26Q: 3 clusters Score -733668.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -733669.250000 Penalty: 4266.999023
	Iteration 27Q: 3 clusters Score -733669.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -733670.000000 Penalty: 4266.999023
	Iteration 28Q: 3 clusters Score -733670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -733670.875000 Penalty: 4266.999023
	Iteration 29Q: 3 clusters Score -733670.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -733671.062500 Penalty: 4266.999023
	Iteration 30Q: 3 clusters Score -733671.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -733671.812500 Penalty: 4266.999023
	Iteration 31Q: 3 clusters Score -733671.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -733673.687500 Penalty: 4266.999023
	Iteration 32Q: 3 clusters Score -733673.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -733673.562500 Penalty: 4266.999023
	Iteration 33Q: 3 clusters Score -733673.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -733673.562500 Penalty: 4266.999023
	Iteration 34Q: 3 clusters Score -733673.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -733673.937500 Penalty: 4266.999023
	Iteration 35Q: 3 clusters Score -733673.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -733675.187500 Penalty: 4266.999023
	Iteration 36Q: 3 clusters Score -733675.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -733675.187500 Penalty: 4266.999023
	Iteration 37F: 3 clusters Score -733675.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Entering Unmasked Estep 
Score: -1883859.750000 Penalty: 2363.213135
	Iteration 0F: 2 clusters Score -1883860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1873856.000000 Penalty: 4726.426270
	Iteration 0F: 3 clusters Score -1873856 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1877091.750000 Penalty: 4726.426270
	Iteration 1F: 3 clusters Score -1877092 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1877775.125000 Penalty: 4726.426270
	Iteration 2F: 3 clusters Score -1877775 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1878725.125000 Penalty: 4726.426270
	Iteration 3F: 3 clusters Score -1878725 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1879744.000000 Penalty: 4726.426270
	Iteration 4F: 3 clusters Score -1879744 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1880642.750000 Penalty: 4726.426270
	Iteration 5F: 3 clusters Score -1880643 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1881328.875000 Penalty: 4726.426270
	Iteration 6F: 3 clusters Score -1881329 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1881821.875000 Penalty: 4726.426270
	Iteration 7Q: 3 clusters Score -1881822 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1882188.875000 Penalty: 4726.426270
	Iteration 8Q: 3 clusters Score -1882189 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1882407.500000 Penalty: 4726.426270
	Iteration 9Q: 3 clusters Score -1882408 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1882548.000000 Penalty: 4726.426270
	Iteration 10Q: 3 clusters Score -1882548 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1882668.000000 Penalty: 4726.426270
	Iteration 11Q: 3 clusters Score -1882668 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1882791.125000 Penalty: 4726.426270
	Iteration 12Q: 3 clusters Score -1882791 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1882910.625000 Penalty: 4726.426270
	Iteration 13Q: 3 clusters Score -1882911 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1882991.875000 Penalty: 4726.426270
	Iteration 14Q: 3 clusters Score -1882992 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1883089.750000 Penalty: 4726.426270
	Iteration 15Q: 3 clusters Score -1883090 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1883225.750000 Penalty: 4726.426270
	Iteration 16Q: 3 clusters Score -1883226 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1883349.250000 Penalty: 4726.426270
	Iteration 17Q: 3 clusters Score -1883349 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1883429.250000 Penalty: 4726.426270
	Iteration 18Q: 3 clusters Score -1883429 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1883496.000000 Penalty: 4726.426270
	Iteration 19Q: 3 clusters Score -1883496 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1883554.500000 Penalty: 4726.426270
	Iteration 20F: 3 clusters Score -1883554 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1883604.125000 Penalty: 4726.426270
	Iteration 21Q: 3 clusters Score -1883604 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1883639.625000 Penalty: 4726.426270
	Iteration 22Q: 3 clusters Score -1883640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1883656.625000 Penalty: 4726.426270
	Iteration 23Q: 3 clusters Score -1883657 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1883673.500000 Penalty: 4726.426270
	Iteration 24Q: 3 clusters Score -1883674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1883680.625000 Penalty: 4726.426270
	Iteration 25Q: 3 clusters Score -1883681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1883690.750000 Penalty: 4726.426270
	Iteration 26Q: 3 clusters Score -1883691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1883695.250000 Penalty: 4726.426270
	Iteration 27Q: 3 clusters Score -1883695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1883696.750000 Penalty: 4726.426270
	Iteration 28Q: 3 clusters Score -1883697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1883699.750000 Penalty: 4726.426270
	Iteration 29Q: 3 clusters Score -1883700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1883697.875000 Penalty: 4726.426270
	Iteration 30Q: 3 clusters Score -1883698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1883702.000000 Penalty: 4726.426270
	Iteration 31Q: 3 clusters Score -1883702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1883704.875000 Penalty: 4726.426270
	Iteration 32Q: 3 clusters Score -1883705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1883703.875000 Penalty: 4726.426270
	Iteration 33Q: 3 clusters Score -1883704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1883704.500000 Penalty: 4726.426270
	Iteration 34Q: 3 clusters Score -1883704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1883704.500000 Penalty: 4726.426270
	Iteration 35F: 3 clusters Score -1883704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Entering Unmasked Estep 
Score: -4880845.500000 Penalty: 2601.139160
	Iteration 0F: 2 clusters Score -4880846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -4856406.500000 Penalty: 5202.278320
	Iteration 0F: 3 clusters Score -4856406 nChanged 16397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -4865502.500000 Penalty: 5202.278320
	Iteration 1F: 3 clusters Score -4865502 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -4866122.500000 Penalty: 5202.278320
	Iteration 2Q: 3 clusters Score -4866122 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -4866820.500000 Penalty: 5202.278320
	Iteration 3Q: 3 clusters Score -4866820 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -4867667.500000 Penalty: 5202.278320
	Iteration 4Q: 3 clusters Score -4867668 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -4868807.000000 Penalty: 5202.278320
	Iteration 5F: 3 clusters Score -4868807 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -4870065.500000 Penalty: 5202.278320
	Iteration 6F: 3 clusters Score -4870066 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -4871357.000000 Penalty: 5202.278320
	Iteration 7F: 3 clusters Score -4871357 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -4872603.500000 Penalty: 5202.278320
	Iteration 8F: 3 clusters Score -4872604 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -4873713.000000 Penalty: 5202.278320
	Iteration 9F: 3 clusters Score -4873713 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -4874587.000000 Penalty: 5202.278320
	Iteration 10Q: 3 clusters Score -4874587 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -4875299.000000 Penalty: 5202.278320
	Iteration 11Q: 3 clusters Score -4875299 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -4875863.000000 Penalty: 5202.278320
	Iteration 12Q: 3 clusters Score -4875863 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -4876450.000000 Penalty: 5202.278320
	Iteration 13Q: 3 clusters Score -4876450 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -4876986.000000 Penalty: 5202.278320
	Iteration 14Q: 3 clusters Score -4876986 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -4877469.000000 Penalty: 5202.278320
	Iteration 15Q: 3 clusters Score -4877469 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -4877870.000000 Penalty: 5202.278320
	Iteration 16Q: 3 clusters Score -4877870 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -4878248.000000 Penalty: 5202.278320
	Iteration 17Q: 3 clusters Score -4878248 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -4878497.500000 Penalty: 5202.278320
	Iteration 18Q: 3 clusters Score -4878498 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -4878704.500000 Penalty: 5202.278320
	Iteration 19Q: 3 clusters Score -4878704 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -4878830.000000 Penalty: 5202.278320
	Iteration 20F: 3 clusters Score -4878830 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4878931.000000 Penalty: 5202.278320
	Iteration 21Q: 3 clusters Score -4878931 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -4879003.500000 Penalty: 5202.278320
	Iteration 22Q: 3 clusters Score -4879004 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4879070.000000 Penalty: 5202.278320
	Iteration 23Q: 3 clusters Score -4879070 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4879105.000000 Penalty: 5202.278320
	Iteration 24Q: 3 clusters Score -4879105 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4879140.000000 Penalty: 5202.278320
	Iteration 25Q: 3 clusters Score -4879140 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4879158.000000 Penalty: 5202.278320
	Iteration 26Q: 3 clusters Score -4879158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4879183.000000 Penalty: 5202.278320
	Iteration 27Q: 3 clusters Score -4879183 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4879201.000000 Penalty: 5202.278320
	Iteration 28Q: 3 clusters Score -4879201 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4879212.000000 Penalty: 5202.278320
	Iteration 29Q: 3 clusters Score -4879212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4879230.000000 Penalty: 5202.278320
	Iteration 30Q: 3 clusters Score -4879230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4879226.000000 Penalty: 5202.278320
	Iteration 31Q: 3 clusters Score -4879226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4879244.000000 Penalty: 5202.278320
	Iteration 32Q: 3 clusters Score -4879244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4879252.500000 Penalty: 5202.278320
	Iteration 33Q: 3 clusters Score -4879252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4879253.500000 Penalty: 5202.278320
	Iteration 34Q: 3 clusters Score -4879254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4879257.000000 Penalty: 5202.278320
	Iteration 35Q: 3 clusters Score -4879257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4879268.500000 Penalty: 5202.278320
	Iteration 36Q: 3 clusters Score -4879268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4879269.000000 Penalty: 5202.278320
	Iteration 37Q: 3 clusters Score -4879269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4879276.000000 Penalty: 5202.278320
	Iteration 38Q: 3 clusters Score -4879276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4879276.000000 Penalty: 5202.278320
	Iteration 39Q: 3 clusters Score -4879276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4879283.500000 Penalty: 5202.278320
	Iteration 40F: 3 clusters Score -4879284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4879286.500000 Penalty: 5202.278320
	Iteration 41Q: 3 clusters Score -4879286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4879286.000000 Penalty: 5202.278320
	Iteration 42Q: 3 clusters Score -4879286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4879277.500000 Penalty: 5202.278320
	Iteration 43Q: 3 clusters Score -4879278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4879280.500000 Penalty: 5202.278320
	Iteration 44Q: 3 clusters Score -4879280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4879281.000000 Penalty: 5202.278320
	Iteration 45Q: 3 clusters Score -4879281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4879286.000000 Penalty: 5202.278320
	Iteration 46Q: 3 clusters Score -4879286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4879285.500000 Penalty: 5202.278320
	Iteration 47Q: 3 clusters Score -4879286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4879286.500000 Penalty: 5202.278320
	Iteration 48Q: 3 clusters Score -4879286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4879288.000000 Penalty: 5202.278320
	Iteration 49Q: 3 clusters Score -4879288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4879290.500000 Penalty: 5202.278320
	Iteration 50Q: 3 clusters Score -4879290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4879290.500000 Penalty: 5202.278320
	Iteration 51F: 3 clusters Score -4879290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Entering Unmasked Estep 
Score: -1942587.625000 Penalty: 2368.987305
	Iteration 0F: 2 clusters Score -1942588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1932322.375000 Penalty: 4737.974609
	Iteration 0F: 3 clusters Score -1932322 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1935564.625000 Penalty: 4737.974609
	Iteration 1F: 3 clusters Score -1935565 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1935986.875000 Penalty: 4737.974609
	Iteration 2F: 3 clusters Score -1935987 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1936342.000000 Penalty: 4737.974609
	Iteration 3F: 3 clusters Score -1936342 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1936659.000000 Penalty: 4737.974609
	Iteration 4Q: 3 clusters Score -1936659 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1936937.500000 Penalty: 4737.974609
	Iteration 5Q: 3 clusters Score -1936938 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1937254.000000 Penalty: 4737.974609
	Iteration 6Q: 3 clusters Score -1937254 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1937561.500000 Penalty: 4737.974609
	Iteration 7Q: 3 clusters Score -1937562 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1937866.750000 Penalty: 4737.974609
	Iteration 8Q: 3 clusters Score -1937867 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1938195.625000 Penalty: 4737.974609
	Iteration 9Q: 3 clusters Score -1938196 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1938533.375000 Penalty: 4737.974609
	Iteration 10Q: 3 clusters Score -1938533 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1938876.750000 Penalty: 4737.974609
	Iteration 11Q: 3 clusters Score -1938877 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1939245.875000 Penalty: 4737.974609
	Iteration 12Q: 3 clusters Score -1939246 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1939592.875000 Penalty: 4737.974609
	Iteration 13Q: 3 clusters Score -1939593 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1939905.750000 Penalty: 4737.974609
	Iteration 14Q: 3 clusters Score -1939906 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1940137.000000 Penalty: 4737.974609
	Iteration 15Q: 3 clusters Score -1940137 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1940303.750000 Penalty: 4737.974609
	Iteration 16Q: 3 clusters Score -1940304 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1940429.750000 Penalty: 4737.974609
	Iteration 17Q: 3 clusters Score -1940430 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1940545.375000 Penalty: 4737.974609
	Iteration 18Q: 3 clusters Score -1940545 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1940626.500000 Penalty: 4737.974609
	Iteration 19Q: 3 clusters Score -1940626 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1940697.750000 Penalty: 4737.974609
	Iteration 20F: 3 clusters Score -1940698 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1940763.000000 Penalty: 4737.974609
	Iteration 21Q: 3 clusters Score -1940763 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1940816.750000 Penalty: 4737.974609
	Iteration 22Q: 3 clusters Score -1940817 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1940858.500000 Penalty: 4737.974609
	Iteration 23Q: 3 clusters Score -1940858 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1940901.625000 Penalty: 4737.974609
	Iteration 24Q: 3 clusters Score -1940902 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1940934.500000 Penalty: 4737.974609
	Iteration 25Q: 3 clusters Score -1940934 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1940963.250000 Penalty: 4737.974609
	Iteration 26Q: 3 clusters Score -1940963 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1940999.000000 Penalty: 4737.974609
	Iteration 27Q: 3 clusters Score -1940999 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1941035.500000 Penalty: 4737.974609
	Iteration 28Q: 3 clusters Score -1941036 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1941076.000000 Penalty: 4737.974609
	Iteration 29Q: 3 clusters Score -1941076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1941098.000000 Penalty: 4737.974609
	Iteration 30Q: 3 clusters Score -1941098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1941119.875000 Penalty: 4737.974609
	Iteration 31Q: 3 clusters Score -1941120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1941132.250000 Penalty: 4737.974609
	Iteration 32Q: 3 clusters Score -1941132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1941149.500000 Penalty: 4737.974609
	Iteration 33Q: 3 clusters Score -1941150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1941158.000000 Penalty: 4737.974609
	Iteration 34Q: 3 clusters Score -1941158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1941164.375000 Penalty: 4737.974609
	Iteration 35Q: 3 clusters Score -1941164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1941172.625000 Penalty: 4737.974609
	Iteration 36Q: 3 clusters Score -1941173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1941179.375000 Penalty: 4737.974609
	Iteration 37Q: 3 clusters Score -1941179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1941180.125000 Penalty: 4737.974609
	Iteration 38Q: 3 clusters Score -1941180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1941179.625000 Penalty: 4737.974609
	Iteration 39Q: 3 clusters Score -1941180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1941181.375000 Penalty: 4737.974609
	Iteration 40F: 3 clusters Score -1941181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1941180.875000 Penalty: 4737.974609
	Iteration 41Q: 3 clusters Score -1941181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1941181.750000 Penalty: 4737.974609
	Iteration 42Q: 3 clusters Score -1941182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1941183.500000 Penalty: 4737.974609
	Iteration 43Q: 3 clusters Score -1941184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1941183.375000 Penalty: 4737.974609
	Iteration 44Q: 3 clusters Score -1941183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1941183.375000 Penalty: 4737.974609
	Iteration 45F: 3 clusters Score -1941183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Entering Unmasked Estep 
Score: -3746791.000000 Penalty: 2545.599121
	Iteration 0F: 2 clusters Score -3746791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3727180.750000 Penalty: 5091.198242
	Iteration 0F: 3 clusters Score -3727181 nChanged 12846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -3734364.250000 Penalty: 5091.198242
	Iteration 1F: 3 clusters Score -3734364 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3735121.250000 Penalty: 5091.198242
	Iteration 2F: 3 clusters Score -3735121 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -3735831.000000 Penalty: 5091.198242
	Iteration 3F: 3 clusters Score -3735831 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -3736577.000000 Penalty: 5091.198242
	Iteration 4F: 3 clusters Score -3736577 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -3737329.500000 Penalty: 5091.198242
	Iteration 5F: 3 clusters Score -3737330 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -3737964.500000 Penalty: 5091.198242
	Iteration 6Q: 3 clusters Score -3737964 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -3738517.750000 Penalty: 5091.198242
	Iteration 7Q: 3 clusters Score -3738518 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -3738953.000000 Penalty: 5091.198242
	Iteration 8Q: 3 clusters Score -3738953 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -3739352.250000 Penalty: 5091.198242
	Iteration 9Q: 3 clusters Score -3739352 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -3739779.500000 Penalty: 5091.198242
	Iteration 10Q: 3 clusters Score -3739780 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -3740177.000000 Penalty: 5091.198242
	Iteration 11Q: 3 clusters Score -3740177 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3740566.500000 Penalty: 5091.198242
	Iteration 12Q: 3 clusters Score -3740566 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -3740954.750000 Penalty: 5091.198242
	Iteration 13Q: 3 clusters Score -3740955 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -3741328.250000 Penalty: 5091.198242
	Iteration 14Q: 3 clusters Score -3741328 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -3741667.250000 Penalty: 5091.198242
	Iteration 15Q: 3 clusters Score -3741667 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3741934.250000 Penalty: 5091.198242
	Iteration 16Q: 3 clusters Score -3741934 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -3742149.000000 Penalty: 5091.198242
	Iteration 17Q: 3 clusters Score -3742149 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3742286.250000 Penalty: 5091.198242
	Iteration 18Q: 3 clusters Score -3742286 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -3742354.500000 Penalty: 5091.198242
	Iteration 19Q: 3 clusters Score -3742354 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -3742441.250000 Penalty: 5091.198242
	Iteration 20F: 3 clusters Score -3742441 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -3742495.250000 Penalty: 5091.198242
	Iteration 21Q: 3 clusters Score -3742495 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3742547.500000 Penalty: 5091.198242
	Iteration 22Q: 3 clusters Score -3742548 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -3742571.000000 Penalty: 5091.198242
	Iteration 23Q: 3 clusters Score -3742571 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3742610.000000 Penalty: 5091.198242
	Iteration 24Q: 3 clusters Score -3742610 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -3742651.000000 Penalty: 5091.198242
	Iteration 25Q: 3 clusters Score -3742651 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3742686.250000 Penalty: 5091.198242
	Iteration 26Q: 3 clusters Score -3742686 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -3742705.500000 Penalty: 5091.198242
	Iteration 27Q: 3 clusters Score -3742706 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3742731.500000 Penalty: 5091.198242
	Iteration 28Q: 3 clusters Score -3742732 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -3742767.750000 Penalty: 5091.198242
	Iteration 29Q: 3 clusters Score -3742768 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -3742783.000000 Penalty: 5091.198242
	Iteration 30Q: 3 clusters Score -3742783 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -3742801.750000 Penalty: 5091.198242
	Iteration 31Q: 3 clusters Score -3742802 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -3742820.500000 Penalty: 5091.198242
	Iteration 32Q: 3 clusters Score -3742820 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -3742842.500000 Penalty: 5091.198242
	Iteration 33Q: 3 clusters Score -3742842 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -3742883.250000 Penalty: 5091.198242
	Iteration 34Q: 3 clusters Score -3742883 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -3742898.000000 Penalty: 5091.198242
	Iteration 35Q: 3 clusters Score -3742898 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -3742920.500000 Penalty: 5091.198242
	Iteration 36Q: 3 clusters Score -3742920 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -3742951.750000 Penalty: 5091.198242
	Iteration 37Q: 3 clusters Score -3742952 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -3742963.000000 Penalty: 5091.198242
	Iteration 38Q: 3 clusters Score -3742963 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -3742995.250000 Penalty: 5091.198242
	Iteration 39Q: 3 clusters Score -3742995 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -3743020.750000 Penalty: 5091.198242
	Iteration 40F: 3 clusters Score -3743021 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -3743033.500000 Penalty: 5091.198242
	Iteration 41Q: 3 clusters Score -3743034 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -3743052.750000 Penalty: 5091.198242
	Iteration 42Q: 3 clusters Score -3743053 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -3743071.750000 Penalty: 5091.198242
	Iteration 43Q: 3 clusters Score -3743072 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -3743083.750000 Penalty: 5091.198242
	Iteration 44Q: 3 clusters Score -3743084 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -3743095.250000 Penalty: 5091.198242
	Iteration 45Q: 3 clusters Score -3743095 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -3743108.750000 Penalty: 5091.198242
	Iteration 46Q: 3 clusters Score -3743109 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -3743128.500000 Penalty: 5091.198242
	Iteration 47Q: 3 clusters Score -3743128 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -3743147.000000 Penalty: 5091.198242
	Iteration 48Q: 3 clusters Score -3743147 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -3743169.000000 Penalty: 5091.198242
	Iteration 49Q: 3 clusters Score -3743169 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -3743196.500000 Penalty: 5091.198242
	Iteration 50Q: 3 clusters Score -3743196 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -3743225.000000 Penalty: 5091.198242
	Iteration 51Q: 3 clusters Score -3743225 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -3743258.750000 Penalty: 5091.198242
	Iteration 52Q: 3 clusters Score -3743259 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -3743286.500000 Penalty: 5091.198242
	Iteration 53Q: 3 clusters Score -3743286 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -3743305.750000 Penalty: 5091.198242
	Iteration 54Q: 3 clusters Score -3743306 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -3743358.000000 Penalty: 5091.198242
	Iteration 55Q: 3 clusters Score -3743358 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -3743405.000000 Penalty: 5091.198242
	Iteration 56Q: 3 clusters Score -3743405 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -3743443.500000 Penalty: 5091.198242
	Iteration 57Q: 3 clusters Score -3743444 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -3743498.750000 Penalty: 5091.198242
	Iteration 58Q: 3 clusters Score -3743499 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -3743531.250000 Penalty: 5091.198242
	Iteration 59Q: 3 clusters Score -3743531 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -3743597.000000 Penalty: 5091.198242
	Iteration 60F: 3 clusters Score -3743597 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -3743652.750000 Penalty: 5091.198242
	Iteration 61Q: 3 clusters Score -3743653 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -3743748.250000 Penalty: 5091.198242
	Iteration 62Q: 3 clusters Score -3743748 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -3743856.250000 Penalty: 5091.198242
	Iteration 63Q: 3 clusters Score -3743856 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -3743988.750000 Penalty: 5091.198242
	Iteration 64Q: 3 clusters Score -3743989 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -3744080.750000 Penalty: 5091.198242
	Iteration 65Q: 3 clusters Score -3744081 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -3744191.500000 Penalty: 5091.198242
	Iteration 66Q: 3 clusters Score -3744192 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -3744328.750000 Penalty: 5091.198242
	Iteration 67Q: 3 clusters Score -3744329 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -3744448.250000 Penalty: 5091.198242
	Iteration 68Q: 3 clusters Score -3744448 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -3744552.750000 Penalty: 5091.198242
	Iteration 69Q: 3 clusters Score -3744553 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -3744662.250000 Penalty: 5091.198242
	Iteration 70Q: 3 clusters Score -3744662 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -3744783.000000 Penalty: 5091.198242
	Iteration 71Q: 3 clusters Score -3744783 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -3744905.250000 Penalty: 5091.198242
	Iteration 72Q: 3 clusters Score -3744905 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -3745038.500000 Penalty: 5091.198242
	Iteration 73Q: 3 clusters Score -3745038 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -3745190.500000 Penalty: 5091.198242
	Iteration 74Q: 3 clusters Score -3745190 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -3745325.500000 Penalty: 5091.198242
	Iteration 75Q: 3 clusters Score -3745326 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -3745489.750000 Penalty: 5091.198242
	Iteration 76Q: 3 clusters Score -3745490 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -3745663.500000 Penalty: 5091.198242
	Iteration 77Q: 3 clusters Score -3745664 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -3745788.500000 Penalty: 5091.198242
	Iteration 78Q: 3 clusters Score -3745788 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -3745931.500000 Penalty: 5091.198242
	Iteration 79Q: 3 clusters Score -3745932 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -3746051.250000 Penalty: 5091.198242
	Iteration 80F: 3 clusters Score -3746051 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -3746165.000000 Penalty: 5091.198242
	Iteration 81Q: 3 clusters Score -3746165 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -3746265.750000 Penalty: 5091.198242
	Iteration 82Q: 3 clusters Score -3746266 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -3746333.250000 Penalty: 5091.198242
	Iteration 83Q: 3 clusters Score -3746333 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -3746389.250000 Penalty: 5091.198242
	Iteration 84Q: 3 clusters Score -3746389 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -3746446.000000 Penalty: 5091.198242
	Iteration 85Q: 3 clusters Score -3746446 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -3746465.250000 Penalty: 5091.198242
	Iteration 86Q: 3 clusters Score -3746465 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -3746480.500000 Penalty: 5091.198242
	Iteration 87Q: 3 clusters Score -3746480 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -3746503.000000 Penalty: 5091.198242
	Iteration 88Q: 3 clusters Score -3746503 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -3746534.750000 Penalty: 5091.198242
	Iteration 89Q: 3 clusters Score -3746535 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -3746552.750000 Penalty: 5091.198242
	Iteration 90Q: 3 clusters Score -3746553 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -3746565.750000 Penalty: 5091.198242
	Iteration 91Q: 3 clusters Score -3746566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -3746573.750000 Penalty: 5091.198242
	Iteration 92Q: 3 clusters Score -3746574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -3746574.250000 Penalty: 5091.198242
	Iteration 93Q: 3 clusters Score -3746574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -3746574.250000 Penalty: 5091.198242
	Iteration 94Q: 3 clusters Score -3746574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -3746582.750000 Penalty: 5091.198242
	Iteration 95Q: 3 clusters Score -3746583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -3746593.500000 Penalty: 5091.198242
	Iteration 96Q: 3 clusters Score -3746594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -3746600.750000 Penalty: 5091.198242
	Iteration 97Q: 3 clusters Score -3746601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -3746603.500000 Penalty: 5091.198242
	Iteration 98Q: 3 clusters Score -3746604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -3746610.750000 Penalty: 5091.198242
	Iteration 99Q: 3 clusters Score -3746611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -3746609.250000 Penalty: 5091.198242
	Iteration 100F: 3 clusters Score -3746609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -3746611.500000 Penalty: 5091.198242
	Iteration 101Q: 3 clusters Score -3746612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -3746611.250000 Penalty: 5091.198242
	Iteration 102Q: 3 clusters Score -3746611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -3746613.750000 Penalty: 5091.198242
	Iteration 103Q: 3 clusters Score -3746614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -3746617.750000 Penalty: 5091.198242
	Iteration 104Q: 3 clusters Score -3746618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -3746612.500000 Penalty: 5091.198242
	Iteration 105Q: 3 clusters Score -3746612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -3746621.500000 Penalty: 5091.198242
	Iteration 106Q: 3 clusters Score -3746622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -3746620.000000 Penalty: 5091.198242
	Iteration 107Q: 3 clusters Score -3746620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -3746620.500000 Penalty: 5091.198242
	Iteration 108Q: 3 clusters Score -3746620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -3746616.750000 Penalty: 5091.198242
	Iteration 109Q: 3 clusters Score -3746617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -3746620.500000 Penalty: 5091.198242
	Iteration 110Q: 3 clusters Score -3746620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -3746625.750000 Penalty: 5091.198242
	Iteration 111Q: 3 clusters Score -3746626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -3746624.000000 Penalty: 5091.198242
	Iteration 112Q: 3 clusters Score -3746624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -3746627.750000 Penalty: 5091.198242
	Iteration 113Q: 3 clusters Score -3746628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -3746627.750000 Penalty: 5091.198242
	Iteration 114F: 3 clusters Score -3746628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Entering Unmasked Estep 
Score: -5536464.000000 Penalty: 2624.336914
	Iteration 0F: 2 clusters Score -5536464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -5509774.000000 Penalty: 5248.673828
	Iteration 0F: 3 clusters Score -5509774 nChanged 18047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -5519533.000000 Penalty: 5248.673828
	Iteration 1F: 3 clusters Score -5519533 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -5520045.000000 Penalty: 5248.673828
	Iteration 2Q: 3 clusters Score -5520045 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -5520626.500000 Penalty: 5248.673828
	Iteration 3Q: 3 clusters Score -5520626 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -5521457.000000 Penalty: 5248.673828
	Iteration 4Q: 3 clusters Score -5521457 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -5522648.000000 Penalty: 5248.673828
	Iteration 5F: 3 clusters Score -5522648 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -5524401.000000 Penalty: 5248.673828
	Iteration 6F: 3 clusters Score -5524401 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -5526792.500000 Penalty: 5248.673828
	Iteration 7F: 3 clusters Score -5526792 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -5529586.000000 Penalty: 5248.673828
	Iteration 8F: 3 clusters Score -5529586 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -5531955.500000 Penalty: 5248.673828
	Iteration 9F: 3 clusters Score -5531956 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -5533619.000000 Penalty: 5248.673828
	Iteration 10Q: 3 clusters Score -5533619 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -5534464.500000 Penalty: 5248.673828
	Iteration 11Q: 3 clusters Score -5534464 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -5534928.500000 Penalty: 5248.673828
	Iteration 12Q: 3 clusters Score -5534928 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -5535189.000000 Penalty: 5248.673828
	Iteration 13Q: 3 clusters Score -5535189 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -5535356.500000 Penalty: 5248.673828
	Iteration 14Q: 3 clusters Score -5535356 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -5535478.500000 Penalty: 5248.673828
	Iteration 15Q: 3 clusters Score -5535478 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -5535557.500000 Penalty: 5248.673828
	Iteration 16Q: 3 clusters Score -5535558 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -5535628.500000 Penalty: 5248.673828
	Iteration 17Q: 3 clusters Score -5535628 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -5535678.500000 Penalty: 5248.673828
	Iteration 18Q: 3 clusters Score -5535678 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -5535696.500000 Penalty: 5248.673828
	Iteration 19Q: 3 clusters Score -5535696 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -5535729.000000 Penalty: 5248.673828
	Iteration 20F: 3 clusters Score -5535729 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -5535742.500000 Penalty: 5248.673828
	Iteration 21Q: 3 clusters Score -5535742 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -5535765.500000 Penalty: 5248.673828
	Iteration 22Q: 3 clusters Score -5535766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -5535783.500000 Penalty: 5248.673828
	Iteration 23Q: 3 clusters Score -5535784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -5535795.500000 Penalty: 5248.673828
	Iteration 24Q: 3 clusters Score -5535796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -5535812.500000 Penalty: 5248.673828
	Iteration 25Q: 3 clusters Score -5535812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -5535813.000000 Penalty: 5248.673828
	Iteration 26Q: 3 clusters Score -5535813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -5535824.000000 Penalty: 5248.673828
	Iteration 27Q: 3 clusters Score -5535824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -5535828.000000 Penalty: 5248.673828
	Iteration 28Q: 3 clusters Score -5535828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -5535823.500000 Penalty: 5248.673828
	Iteration 29Q: 3 clusters Score -5535824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -5535829.000000 Penalty: 5248.673828
	Iteration 30Q: 3 clusters Score -5535829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -5535836.500000 Penalty: 5248.673828
	Iteration 31Q: 3 clusters Score -5535836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -5535843.000000 Penalty: 5248.673828
	Iteration 32Q: 3 clusters Score -5535843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -5535835.000000 Penalty: 5248.673828
	Iteration 33Q: 3 clusters Score -5535835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -5535839.500000 Penalty: 5248.673828
	Iteration 34Q: 3 clusters Score -5535840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -5535845.000000 Penalty: 5248.673828
	Iteration 35Q: 3 clusters Score -5535845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -5535836.000000 Penalty: 5248.673828
	Iteration 36Q: 3 clusters Score -5535836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -5535839.500000 Penalty: 5248.673828
	Iteration 37Q: 3 clusters Score -5535840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -5535843.000000 Penalty: 5248.673828
	Iteration 38Q: 3 clusters Score -5535843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -5535843.000000 Penalty: 5248.673828
	Iteration 39F: 3 clusters Score -5535843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -81239.562500 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -81239.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -79618.703125 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -79618.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -79851.804688 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -79851.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -79959.820312 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -79959.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -80007.046875 Penalty: 3218.645508
	Iteration 3Q: 3 clusters Score -80007.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -80035.523438 Penalty: 3218.645508
	Iteration 4Q: 3 clusters Score -80035.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -80048.867188 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -80048.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -80055.171875 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -80055.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -80059.312500 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -80059.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -80059.312500 Penalty: 3218.645508
	Iteration 8F: 3 clusters Score -80059.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Entering Unmasked Estep 
Score: -732208.125000 Penalty: 2128.021484
	Iteration 0F: 2 clusters Score -732208.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -727451.687500 Penalty: 4256.042969
	Iteration 0F: 3 clusters Score -727451.7 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -728624.125000 Penalty: 4256.042969
	Iteration 1F: 3 clusters Score -728624.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -728847.500000 Penalty: 4256.042969
	Iteration 2F: 3 clusters Score -728847.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -728986.062500 Penalty: 4256.042969
	Iteration 3Q: 3 clusters Score -728986.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -729095.375000 Penalty: 4256.042969
	Iteration 4Q: 3 clusters Score -729095.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -729183.937500 Penalty: 4256.042969
	Iteration 5Q: 3 clusters Score -729183.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -729269.687500 Penalty: 4256.042969
	Iteration 6Q: 3 clusters Score -729269.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -729339.937500 Penalty: 4256.042969
	Iteration 7Q: 3 clusters Score -729339.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -729394.250000 Penalty: 4256.042969
	Iteration 8Q: 3 clusters Score -729394.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -729462.812500 Penalty: 4256.042969
	Iteration 9Q: 3 clusters Score -729462.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -729514.937500 Penalty: 4256.042969
	Iteration 10Q: 3 clusters Score -729514.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -729563.375000 Penalty: 4256.042969
	Iteration 11Q: 3 clusters Score -729563.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -729603.812500 Penalty: 4256.042969
	Iteration 12Q: 3 clusters Score -729603.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -729638.250000 Penalty: 4256.042969
	Iteration 13Q: 3 clusters Score -729638.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -729664.125000 Penalty: 4256.042969
	Iteration 14Q: 3 clusters Score -729664.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -729682.312500 Penalty: 4256.042969
	Iteration 15Q: 3 clusters Score -729682.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -729705.750000 Penalty: 4256.042969
	Iteration 16Q: 3 clusters Score -729705.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -729729.437500 Penalty: 4256.042969
	Iteration 17Q: 3 clusters Score -729729.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -729750.875000 Penalty: 4256.042969
	Iteration 18Q: 3 clusters Score -729750.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -729769.125000 Penalty: 4256.042969
	Iteration 19Q: 3 clusters Score -729769.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -729798.937500 Penalty: 4256.042969
	Iteration 20F: 3 clusters Score -729798.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -729822.375000 Penalty: 4256.042969
	Iteration 21Q: 3 clusters Score -729822.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -729846.562500 Penalty: 4256.042969
	Iteration 22Q: 3 clusters Score -729846.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -729877.062500 Penalty: 4256.042969
	Iteration 23Q: 3 clusters Score -729877.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -729912.062500 Penalty: 4256.042969
	Iteration 24Q: 3 clusters Score -729912.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -729951.125000 Penalty: 4256.042969
	Iteration 25Q: 3 clusters Score -729951.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -729987.875000 Penalty: 4256.042969
	Iteration 26Q: 3 clusters Score -729987.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -730022.562500 Penalty: 4256.042969
	Iteration 27Q: 3 clusters Score -730022.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -730058.125000 Penalty: 4256.042969
	Iteration 28Q: 3 clusters Score -730058.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -730099.625000 Penalty: 4256.042969
	Iteration 29Q: 3 clusters Score -730099.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -730138.062500 Penalty: 4256.042969
	Iteration 30Q: 3 clusters Score -730138.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -730177.875000 Penalty: 4256.042969
	Iteration 31Q: 3 clusters Score -730177.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -730214.187500 Penalty: 4256.042969
	Iteration 32Q: 3 clusters Score -730214.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -730236.187500 Penalty: 4256.042969
	Iteration 33Q: 3 clusters Score -730236.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -730258.875000 Penalty: 4256.042969
	Iteration 34Q: 3 clusters Score -730258.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -730276.125000 Penalty: 4256.042969
	Iteration 35Q: 3 clusters Score -730276.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -730294.875000 Penalty: 4256.042969
	Iteration 36Q: 3 clusters Score -730294.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -730307.500000 Penalty: 4256.042969
	Iteration 37Q: 3 clusters Score -730307.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -730319.500000 Penalty: 4256.042969
	Iteration 38Q: 3 clusters Score -730319.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -730326.875000 Penalty: 4256.042969
	Iteration 39Q: 3 clusters Score -730326.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -730333.062500 Penalty: 4256.042969
	Iteration 40F: 3 clusters Score -730333.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -730336.750000 Penalty: 4256.042969
	Iteration 41Q: 3 clusters Score -730336.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -730343.500000 Penalty: 4256.042969
	Iteration 42Q: 3 clusters Score -730343.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -730348.250000 Penalty: 4256.042969
	Iteration 43Q: 3 clusters Score -730348.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -730353.062500 Penalty: 4256.042969
	Iteration 44Q: 3 clusters Score -730353.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -730361.375000 Penalty: 4256.042969
	Iteration 45Q: 3 clusters Score -730361.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -730366.437500 Penalty: 4256.042969
	Iteration 46Q: 3 clusters Score -730366.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -730370.937500 Penalty: 4256.042969
	Iteration 47Q: 3 clusters Score -730370.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -730373.812500 Penalty: 4256.042969
	Iteration 48Q: 3 clusters Score -730373.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -730378.750000 Penalty: 4256.042969
	Iteration 49Q: 3 clusters Score -730378.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -730384.812500 Penalty: 4256.042969
	Iteration 50Q: 3 clusters Score -730384.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -730389.187500 Penalty: 4256.042969
	Iteration 51Q: 3 clusters Score -730389.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -730390.750000 Penalty: 4256.042969
	Iteration 52Q: 3 clusters Score -730390.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -730391.500000 Penalty: 4256.042969
	Iteration 53Q: 3 clusters Score -730391.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -730391.312500 Penalty: 4256.042969
	Iteration 54Q: 3 clusters Score -730391.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -730392.125000 Penalty: 4256.042969
	Iteration 55Q: 3 clusters Score -730392.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -730396.937500 Penalty: 4256.042969
	Iteration 56Q: 3 clusters Score -730396.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -730396.812500 Penalty: 4256.042969
	Iteration 57Q: 3 clusters Score -730396.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -730397.250000 Penalty: 4256.042969
	Iteration 58Q: 3 clusters Score -730397.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -730397.750000 Penalty: 4256.042969
	Iteration 59Q: 3 clusters Score -730397.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -730397.437500 Penalty: 4256.042969
	Iteration 60F: 3 clusters Score -730397.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -730400.187500 Penalty: 4256.042969
	Iteration 61Q: 3 clusters Score -730400.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -730402.875000 Penalty: 4256.042969
	Iteration 62Q: 3 clusters Score -730402.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -730402.437500 Penalty: 4256.042969
	Iteration 63Q: 3 clusters Score -730402.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -730403.875000 Penalty: 4256.042969
	Iteration 64Q: 3 clusters Score -730403.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -730404.312500 Penalty: 4256.042969
	Iteration 65Q: 3 clusters Score -730404.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -730404.562500 Penalty: 4256.042969
	Iteration 66Q: 3 clusters Score -730404.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -730404.562500 Penalty: 4256.042969
	Iteration 67F: 3 clusters Score -730404.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Entering Unmasked Estep 
Score: -380729.156250 Penalty: 1971.986816
	Iteration 0F: 2 clusters Score -380729.2 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 1487 members 
Entering Unmasked Estep 
Score: -377554.093750 Penalty: 3943.973633
	Iteration 0F: 3 clusters Score -377554.1 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -378293.156250 Penalty: 3943.973633
	Iteration 1F: 3 clusters Score -378293.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -378494.875000 Penalty: 3943.973633
	Iteration 2F: 3 clusters Score -378494.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -378655.062500 Penalty: 3943.973633
	Iteration 3F: 3 clusters Score -378655.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -378805.937500 Penalty: 3943.973633
	Iteration 4Q: 3 clusters Score -378805.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -378923.312500 Penalty: 3943.973633
	Iteration 5Q: 3 clusters Score -378923.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -379045.312500 Penalty: 3943.973633
	Iteration 6Q: 3 clusters Score -379045.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -379178.718750 Penalty: 3943.973633
	Iteration 7Q: 3 clusters Score -379178.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -379289.281250 Penalty: 3943.973633
	Iteration 8Q: 3 clusters Score -379289.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -379389.250000 Penalty: 3943.973633
	Iteration 9Q: 3 clusters Score -379389.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -379472.406250 Penalty: 3943.973633
	Iteration 10Q: 3 clusters Score -379472.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -379542.937500 Penalty: 3943.973633
	Iteration 11Q: 3 clusters Score -379542.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -379596.687500 Penalty: 3943.973633
	Iteration 12Q: 3 clusters Score -379596.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -379626.093750 Penalty: 3943.973633
	Iteration 13Q: 3 clusters Score -379626.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -379648.187500 Penalty: 3943.973633
	Iteration 14Q: 3 clusters Score -379648.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -379662.812500 Penalty: 3943.973633
	Iteration 15Q: 3 clusters Score -379662.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -379672.718750 Penalty: 3943.973633
	Iteration 16Q: 3 clusters Score -379672.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -379684.687500 Penalty: 3943.973633
	Iteration 17Q: 3 clusters Score -379684.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -379692.968750 Penalty: 3943.973633
	Iteration 18Q: 3 clusters Score -379693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -379697.687500 Penalty: 3943.973633
	Iteration 19Q: 3 clusters Score -379697.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -379698.437500 Penalty: 3943.973633
	Iteration 20F: 3 clusters Score -379698.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -379699.562500 Penalty: 3943.973633
	Iteration 21Q: 3 clusters Score -379699.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -379700.312500 Penalty: 3943.973633
	Iteration 22Q: 3 clusters Score -379700.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -379701.468750 Penalty: 3943.973633
	Iteration 23Q: 3 clusters Score -379701.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -379702.000000 Penalty: 3943.973633
	Iteration 24Q: 3 clusters Score -379702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -379703.375000 Penalty: 3943.973633
	Iteration 25Q: 3 clusters Score -379703.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -379705.375000 Penalty: 3943.973633
	Iteration 26Q: 3 clusters Score -379705.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -379705.875000 Penalty: 3943.973633
	Iteration 27Q: 3 clusters Score -379705.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -379706.593750 Penalty: 3943.973633
	Iteration 28Q: 3 clusters Score -379706.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -379707.000000 Penalty: 3943.973633
	Iteration 29Q: 3 clusters Score -379707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -379707.343750 Penalty: 3943.973633
	Iteration 30Q: 3 clusters Score -379707.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -379708.031250 Penalty: 3943.973633
	Iteration 31Q: 3 clusters Score -379708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -379708.031250 Penalty: 3943.973633
	Iteration 32F: 3 clusters Score -379708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Entering Unmasked Estep 
Score: -1201139.125000 Penalty: 2256.514893
	Iteration 0F: 2 clusters Score -1201139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1194115.000000 Penalty: 4513.029785
	Iteration 0F: 3 clusters Score -1194115 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1196110.500000 Penalty: 4513.029785
	Iteration 1F: 3 clusters Score -1196110 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1196580.750000 Penalty: 4513.029785
	Iteration 2F: 3 clusters Score -1196581 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1196985.375000 Penalty: 4513.029785
	Iteration 3F: 3 clusters Score -1196985 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1197370.500000 Penalty: 4513.029785
	Iteration 4F: 3 clusters Score -1197370 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1197721.625000 Penalty: 4513.029785
	Iteration 5F: 3 clusters Score -1197722 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1198004.250000 Penalty: 4513.029785
	Iteration 6Q: 3 clusters Score -1198004 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1198251.625000 Penalty: 4513.029785
	Iteration 7Q: 3 clusters Score -1198252 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1198460.500000 Penalty: 4513.029785
	Iteration 8Q: 3 clusters Score -1198460 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1198658.750000 Penalty: 4513.029785
	Iteration 9Q: 3 clusters Score -1198659 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1198809.375000 Penalty: 4513.029785
	Iteration 10Q: 3 clusters Score -1198809 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1198941.375000 Penalty: 4513.029785
	Iteration 11Q: 3 clusters Score -1198941 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1199050.750000 Penalty: 4513.029785
	Iteration 12Q: 3 clusters Score -1199051 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1199120.250000 Penalty: 4513.029785
	Iteration 13Q: 3 clusters Score -1199120 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1199177.000000 Penalty: 4513.029785
	Iteration 14Q: 3 clusters Score -1199177 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1199227.250000 Penalty: 4513.029785
	Iteration 15Q: 3 clusters Score -1199227 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1199274.000000 Penalty: 4513.029785
	Iteration 16Q: 3 clusters Score -1199274 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1199312.250000 Penalty: 4513.029785
	Iteration 17Q: 3 clusters Score -1199312 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1199349.875000 Penalty: 4513.029785
	Iteration 18Q: 3 clusters Score -1199350 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1199391.500000 Penalty: 4513.029785
	Iteration 19Q: 3 clusters Score -1199392 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1199430.875000 Penalty: 4513.029785
	Iteration 20F: 3 clusters Score -1199431 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1199481.500000 Penalty: 4513.029785
	Iteration 21Q: 3 clusters Score -1199482 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1199534.875000 Penalty: 4513.029785
	Iteration 22Q: 3 clusters Score -1199535 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1199564.875000 Penalty: 4513.029785
	Iteration 23Q: 3 clusters Score -1199565 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1199591.750000 Penalty: 4513.029785
	Iteration 24Q: 3 clusters Score -1199592 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1199614.875000 Penalty: 4513.029785
	Iteration 25Q: 3 clusters Score -1199615 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1199643.625000 Penalty: 4513.029785
	Iteration 26Q: 3 clusters Score -1199644 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1199658.625000 Penalty: 4513.029785
	Iteration 27Q: 3 clusters Score -1199659 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1199674.375000 Penalty: 4513.029785
	Iteration 28Q: 3 clusters Score -1199674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1199680.000000 Penalty: 4513.029785
	Iteration 29Q: 3 clusters Score -1199680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1199689.875000 Penalty: 4513.029785
	Iteration 30Q: 3 clusters Score -1199690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1199696.250000 Penalty: 4513.029785
	Iteration 31Q: 3 clusters Score -1199696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1199701.000000 Penalty: 4513.029785
	Iteration 32Q: 3 clusters Score -1199701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1199707.375000 Penalty: 4513.029785
	Iteration 33Q: 3 clusters Score -1199707 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1199714.750000 Penalty: 4513.029785
	Iteration 34Q: 3 clusters Score -1199715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1199722.500000 Penalty: 4513.029785
	Iteration 35Q: 3 clusters Score -1199722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1199736.750000 Penalty: 4513.029785
	Iteration 36Q: 3 clusters Score -1199737 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1199743.875000 Penalty: 4513.029785
	Iteration 37Q: 3 clusters Score -1199744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1199755.875000 Penalty: 4513.029785
	Iteration 38Q: 3 clusters Score -1199756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1199763.375000 Penalty: 4513.029785
	Iteration 39Q: 3 clusters Score -1199763 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1199773.750000 Penalty: 4513.029785
	Iteration 40F: 3 clusters Score -1199774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1199780.000000 Penalty: 4513.029785
	Iteration 41Q: 3 clusters Score -1199780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1199782.750000 Penalty: 4513.029785
	Iteration 42Q: 3 clusters Score -1199783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1199787.250000 Penalty: 4513.029785
	Iteration 43Q: 3 clusters Score -1199787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1199794.375000 Penalty: 4513.029785
	Iteration 44Q: 3 clusters Score -1199794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1199802.875000 Penalty: 4513.029785
	Iteration 45Q: 3 clusters Score -1199803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1199803.000000 Penalty: 4513.029785
	Iteration 46Q: 3 clusters Score -1199803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1199810.375000 Penalty: 4513.029785
	Iteration 47Q: 3 clusters Score -1199810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1199820.125000 Penalty: 4513.029785
	Iteration 48Q: 3 clusters Score -1199820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1199820.500000 Penalty: 4513.029785
	Iteration 49Q: 3 clusters Score -1199820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1199822.250000 Penalty: 4513.029785
	Iteration 50Q: 3 clusters Score -1199822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1199824.125000 Penalty: 4513.029785
	Iteration 51Q: 3 clusters Score -1199824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1199825.500000 Penalty: 4513.029785
	Iteration 52Q: 3 clusters Score -1199826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1199827.125000 Penalty: 4513.029785
	Iteration 53Q: 3 clusters Score -1199827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1199829.375000 Penalty: 4513.029785
	Iteration 54Q: 3 clusters Score -1199829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1199830.375000 Penalty: 4513.029785
	Iteration 55Q: 3 clusters Score -1199830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1199829.750000 Penalty: 4513.029785
	Iteration 56Q: 3 clusters Score -1199830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1199827.500000 Penalty: 4513.029785
	Iteration 57Q: 3 clusters Score -1199828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1199827.375000 Penalty: 4513.029785
	Iteration 58Q: 3 clusters Score -1199827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1199826.875000 Penalty: 4513.029785
	Iteration 59Q: 3 clusters Score -1199827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1199828.625000 Penalty: 4513.029785
	Iteration 60F: 3 clusters Score -1199829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1199829.625000 Penalty: 4513.029785
	Iteration 61Q: 3 clusters Score -1199830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1199829.250000 Penalty: 4513.029785
	Iteration 62Q: 3 clusters Score -1199829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1199828.250000 Penalty: 4513.029785
	Iteration 63Q: 3 clusters Score -1199828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1199833.125000 Penalty: 4513.029785
	Iteration 64Q: 3 clusters Score -1199833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1199832.750000 Penalty: 4513.029785
	Iteration 65Q: 3 clusters Score -1199833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1199832.375000 Penalty: 4513.029785
	Iteration 66Q: 3 clusters Score -1199832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1199832.375000 Penalty: 4513.029785
	Iteration 67F: 3 clusters Score -1199832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Entering Unmasked Estep 
Score: -723001.937500 Penalty: 2125.635986
	Iteration 0F: 2 clusters Score -723001.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -718269.562500 Penalty: 4251.271973
	Iteration 0F: 3 clusters Score -718269.6 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -719461.625000 Penalty: 4251.271973
	Iteration 1F: 3 clusters Score -719461.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -719670.500000 Penalty: 4251.271973
	Iteration 2F: 3 clusters Score -719670.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -719808.750000 Penalty: 4251.271973
	Iteration 3Q: 3 clusters Score -719808.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -719892.312500 Penalty: 4251.271973
	Iteration 4Q: 3 clusters Score -719892.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -719948.500000 Penalty: 4251.271973
	Iteration 5Q: 3 clusters Score -719948.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -720004.125000 Penalty: 4251.271973
	Iteration 6Q: 3 clusters Score -720004.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -720044.812500 Penalty: 4251.271973
	Iteration 7Q: 3 clusters Score -720044.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -720079.000000 Penalty: 4251.271973
	Iteration 8Q: 3 clusters Score -720079 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -720109.250000 Penalty: 4251.271973
	Iteration 9Q: 3 clusters Score -720109.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -720123.500000 Penalty: 4251.271973
	Iteration 10Q: 3 clusters Score -720123.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -720136.000000 Penalty: 4251.271973
	Iteration 11Q: 3 clusters Score -720136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -720146.312500 Penalty: 4251.271973
	Iteration 12Q: 3 clusters Score -720146.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -720160.937500 Penalty: 4251.271973
	Iteration 13Q: 3 clusters Score -720160.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -720170.875000 Penalty: 4251.271973
	Iteration 14Q: 3 clusters Score -720170.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -720189.312500 Penalty: 4251.271973
	Iteration 15Q: 3 clusters Score -720189.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -720204.437500 Penalty: 4251.271973
	Iteration 16Q: 3 clusters Score -720204.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -720215.937500 Penalty: 4251.271973
	Iteration 17Q: 3 clusters Score -720215.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -720225.375000 Penalty: 4251.271973
	Iteration 18Q: 3 clusters Score -720225.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -720239.375000 Penalty: 4251.271973
	Iteration 19Q: 3 clusters Score -720239.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -720254.187500 Penalty: 4251.271973
	Iteration 20F: 3 clusters Score -720254.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -720268.750000 Penalty: 4251.271973
	Iteration 21Q: 3 clusters Score -720268.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -720285.187500 Penalty: 4251.271973
	Iteration 22Q: 3 clusters Score -720285.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -720300.750000 Penalty: 4251.271973
	Iteration 23Q: 3 clusters Score -720300.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -720319.875000 Penalty: 4251.271973
	Iteration 24Q: 3 clusters Score -720319.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -720336.312500 Penalty: 4251.271973
	Iteration 25Q: 3 clusters Score -720336.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -720353.562500 Penalty: 4251.271973
	Iteration 26Q: 3 clusters Score -720353.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -720372.500000 Penalty: 4251.271973
	Iteration 27Q: 3 clusters Score -720372.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -720388.750000 Penalty: 4251.271973
	Iteration 28Q: 3 clusters Score -720388.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -720403.250000 Penalty: 4251.271973
	Iteration 29Q: 3 clusters Score -720403.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -720415.750000 Penalty: 4251.271973
	Iteration 30Q: 3 clusters Score -720415.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -720428.375000 Penalty: 4251.271973
	Iteration 31Q: 3 clusters Score -720428.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -720446.187500 Penalty: 4251.271973
	Iteration 32Q: 3 clusters Score -720446.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -720463.250000 Penalty: 4251.271973
	Iteration 33Q: 3 clusters Score -720463.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -720489.250000 Penalty: 4251.271973
	Iteration 34Q: 3 clusters Score -720489.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -720516.312500 Penalty: 4251.271973
	Iteration 35Q: 3 clusters Score -720516.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -720540.312500 Penalty: 4251.271973
	Iteration 36Q: 3 clusters Score -720540.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -720566.187500 Penalty: 4251.271973
	Iteration 37Q: 3 clusters Score -720566.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -720584.250000 Penalty: 4251.271973
	Iteration 38Q: 3 clusters Score -720584.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -720603.375000 Penalty: 4251.271973
	Iteration 39Q: 3 clusters Score -720603.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -720630.312500 Penalty: 4251.271973
	Iteration 40F: 3 clusters Score -720630.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -720655.875000 Penalty: 4251.271973
	Iteration 41Q: 3 clusters Score -720655.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -720685.437500 Penalty: 4251.271973
	Iteration 42Q: 3 clusters Score -720685.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -720716.937500 Penalty: 4251.271973
	Iteration 43Q: 3 clusters Score -720716.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -720754.875000 Penalty: 4251.271973
	Iteration 44Q: 3 clusters Score -720754.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -720785.750000 Penalty: 4251.271973
	Iteration 45Q: 3 clusters Score -720785.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -720819.687500 Penalty: 4251.271973
	Iteration 46Q: 3 clusters Score -720819.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -720855.187500 Penalty: 4251.271973
	Iteration 47Q: 3 clusters Score -720855.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -720874.312500 Penalty: 4251.271973
	Iteration 48Q: 3 clusters Score -720874.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -720896.375000 Penalty: 4251.271973
	Iteration 49Q: 3 clusters Score -720896.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -720924.187500 Penalty: 4251.271973
	Iteration 50Q: 3 clusters Score -720924.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -720942.062500 Penalty: 4251.271973
	Iteration 51Q: 3 clusters Score -720942.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -720959.437500 Penalty: 4251.271973
	Iteration 52Q: 3 clusters Score -720959.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -720977.000000 Penalty: 4251.271973
	Iteration 53Q: 3 clusters Score -720977 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -720992.625000 Penalty: 4251.271973
	Iteration 54Q: 3 clusters Score -720992.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -720999.375000 Penalty: 4251.271973
	Iteration 55Q: 3 clusters Score -720999.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -721007.375000 Penalty: 4251.271973
	Iteration 56Q: 3 clusters Score -721007.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -721014.625000 Penalty: 4251.271973
	Iteration 57Q: 3 clusters Score -721014.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -721020.500000 Penalty: 4251.271973
	Iteration 58Q: 3 clusters Score -721020.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -721024.187500 Penalty: 4251.271973
	Iteration 59Q: 3 clusters Score -721024.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -721028.437500 Penalty: 4251.271973
	Iteration 60F: 3 clusters Score -721028.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -721029.125000 Penalty: 4251.271973
	Iteration 61Q: 3 clusters Score -721029.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -721030.500000 Penalty: 4251.271973
	Iteration 62Q: 3 clusters Score -721030.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -721031.312500 Penalty: 4251.271973
	Iteration 63Q: 3 clusters Score -721031.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -721034.375000 Penalty: 4251.271973
	Iteration 64Q: 3 clusters Score -721034.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -721036.750000 Penalty: 4251.271973
	Iteration 65Q: 3 clusters Score -721036.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -721038.062500 Penalty: 4251.271973
	Iteration 66Q: 3 clusters Score -721038.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -721040.687500 Penalty: 4251.271973
	Iteration 67Q: 3 clusters Score -721040.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -721041.625000 Penalty: 4251.271973
	Iteration 68Q: 3 clusters Score -721041.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -721042.375000 Penalty: 4251.271973
	Iteration 69Q: 3 clusters Score -721042.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -721042.375000 Penalty: 4251.271973
	Iteration 70Q: 3 clusters Score -721042.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -721043.250000 Penalty: 4251.271973
	Iteration 71Q: 3 clusters Score -721043.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -721044.000000 Penalty: 4251.271973
	Iteration 72Q: 3 clusters Score -721044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -721044.000000 Penalty: 4251.271973
	Iteration 73F: 3 clusters Score -721044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (58172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58172 members 
Entering Unmasked Estep 
Score: -8167608.000000 Penalty: 2720.847412
	Iteration 0F: 2 clusters Score -8167608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -8128479.000000 Penalty: 5441.694824
	Iteration 0F: 3 clusters Score -8128479 nChanged 27059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -8143612.500000 Penalty: 5441.694824
	Iteration 1F: 3 clusters Score -8143612 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -8144186.500000 Penalty: 5441.694824
	Iteration 2Q: 3 clusters Score -8144186 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -8144666.000000 Penalty: 5441.694824
	Iteration 3Q: 3 clusters Score -8144666 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -8145165.500000 Penalty: 5441.694824
	Iteration 4Q: 3 clusters Score -8145166 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -8145878.000000 Penalty: 5441.694824
	Iteration 5Q: 3 clusters Score -8145878 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -8146905.000000 Penalty: 5441.694824
	Iteration 6Q: 3 clusters Score -8146905 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -8148286.500000 Penalty: 5441.694824
	Iteration 7Q: 3 clusters Score -8148286 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -8150350.000000 Penalty: 5441.694824
	Iteration 8F: 3 clusters Score -8150350 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -8152798.000000 Penalty: 5441.694824
	Iteration 9F: 3 clusters Score -8152798 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -8155328.500000 Penalty: 5441.694824
	Iteration 10F: 3 clusters Score -8155328 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -8157238.500000 Penalty: 5441.694824
	Iteration 11F: 3 clusters Score -8157238 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -8158378.500000 Penalty: 5441.694824
	Iteration 12Q: 3 clusters Score -8158378 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -8158929.000000 Penalty: 5441.694824
	Iteration 13Q: 3 clusters Score -8158929 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -8159193.500000 Penalty: 5441.694824
	Iteration 14Q: 3 clusters Score -8159194 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -8159381.000000 Penalty: 5441.694824
	Iteration 15Q: 3 clusters Score -8159381 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -8159523.500000 Penalty: 5441.694824
	Iteration 16Q: 3 clusters Score -8159524 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -8159701.000000 Penalty: 5441.694824
	Iteration 17Q: 3 clusters Score -8159701 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -8159844.000000 Penalty: 5441.694824
	Iteration 18Q: 3 clusters Score -8159844 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -8160023.000000 Penalty: 5441.694824
	Iteration 19Q: 3 clusters Score -8160023 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -8160148.500000 Penalty: 5441.694824
	Iteration 20F: 3 clusters Score -8160148 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -8160293.500000 Penalty: 5441.694824
	Iteration 21Q: 3 clusters Score -8160294 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -8160421.500000 Penalty: 5441.694824
	Iteration 22Q: 3 clusters Score -8160422 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -8160575.000000 Penalty: 5441.694824
	Iteration 23Q: 3 clusters Score -8160575 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -8160755.500000 Penalty: 5441.694824
	Iteration 24Q: 3 clusters Score -8160756 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -8160939.500000 Penalty: 5441.694824
	Iteration 25Q: 3 clusters Score -8160940 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -8161083.500000 Penalty: 5441.694824
	Iteration 26Q: 3 clusters Score -8161084 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -8161285.000000 Penalty: 5441.694824
	Iteration 27Q: 3 clusters Score -8161285 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -8161466.500000 Penalty: 5441.694824
	Iteration 28Q: 3 clusters Score -8161466 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -8161678.500000 Penalty: 5441.694824
	Iteration 29Q: 3 clusters Score -8161678 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -8161896.000000 Penalty: 5441.694824
	Iteration 30Q: 3 clusters Score -8161896 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -8162110.500000 Penalty: 5441.694824
	Iteration 31Q: 3 clusters Score -8162110 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 49106 members 
Entering Unmasked Estep 
Score: -8162323.000000 Penalty: 5441.694824
	Iteration 32Q: 3 clusters Score -8162323 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -8162534.500000 Penalty: 5441.694824
	Iteration 33Q: 3 clusters Score -8162534 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
Score: -8162703.000000 Penalty: 5441.694824
	Iteration 34Q: 3 clusters Score -8162703 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -8162896.000000 Penalty: 5441.694824
	Iteration 35Q: 3 clusters Score -8162896 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 51536 members 
Entering Unmasked Estep 
Score: -8163108.000000 Penalty: 5441.694824
	Iteration 36Q: 3 clusters Score -8163108 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -8163321.500000 Penalty: 5441.694824
	Iteration 37Q: 3 clusters Score -8163322 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -8163523.500000 Penalty: 5441.694824
	Iteration 38Q: 3 clusters Score -8163524 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 53171 members 
Entering Unmasked Estep 
Score: -8163726.000000 Penalty: 5441.694824
	Iteration 39Q: 3 clusters Score -8163726 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -8163940.500000 Penalty: 5441.694824
	Iteration 40F: 3 clusters Score -8163940 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -8164074.000000 Penalty: 5441.694824
	Iteration 41Q: 3 clusters Score -8164074 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -8164212.500000 Penalty: 5441.694824
	Iteration 42Q: 3 clusters Score -8164212 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 54788 members 
Entering Unmasked Estep 
Score: -8164359.000000 Penalty: 5441.694824
	Iteration 43Q: 3 clusters Score -8164359 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 55076 members 
Entering Unmasked Estep 
Score: -8164477.500000 Penalty: 5441.694824
	Iteration 44Q: 3 clusters Score -8164478 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 55322 members 
Entering Unmasked Estep 
Score: -8164567.500000 Penalty: 5441.694824
	Iteration 45Q: 3 clusters Score -8164568 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -8164658.000000 Penalty: 5441.694824
	Iteration 46Q: 3 clusters Score -8164658 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 55744 members 
Entering Unmasked Estep 
Score: -8164745.000000 Penalty: 5441.694824
	Iteration 47Q: 3 clusters Score -8164745 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 55922 members 
Entering Unmasked Estep 
Score: -8164842.500000 Penalty: 5441.694824
	Iteration 48Q: 3 clusters Score -8164842 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 56074 members 
Entering Unmasked Estep 
Score: -8164903.000000 Penalty: 5441.694824
	Iteration 49Q: 3 clusters Score -8164903 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 56197 members 
Entering Unmasked Estep 
Score: -8164973.500000 Penalty: 5441.694824
	Iteration 50Q: 3 clusters Score -8164974 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -8165028.500000 Penalty: 5441.694824
	Iteration 51Q: 3 clusters Score -8165028 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 56412 members 
Entering Unmasked Estep 
Score: -8165037.500000 Penalty: 5441.694824
	Iteration 52Q: 3 clusters Score -8165038 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 56495 members 
Entering Unmasked Estep 
Score: -8165078.500000 Penalty: 5441.694824
	Iteration 53Q: 3 clusters Score -8165078 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -8165132.500000 Penalty: 5441.694824
	Iteration 54Q: 3 clusters Score -8165132 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 56669 members 
Entering Unmasked Estep 
Score: -8165156.000000 Penalty: 5441.694824
	Iteration 55Q: 3 clusters Score -8165156 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -8165184.000000 Penalty: 5441.694824
	Iteration 56Q: 3 clusters Score -8165184 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 56798 members 
Entering Unmasked Estep 
Score: -8165204.500000 Penalty: 5441.694824
	Iteration 57Q: 3 clusters Score -8165204 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 56837 members 
Entering Unmasked Estep 
Score: -8165235.000000 Penalty: 5441.694824
	Iteration 58Q: 3 clusters Score -8165235 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 56874 members 
Entering Unmasked Estep 
Score: -8165249.500000 Penalty: 5441.694824
	Iteration 59Q: 3 clusters Score -8165250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 56900 members 
Entering Unmasked Estep 
Score: -8165264.000000 Penalty: 5441.694824
	Iteration 60F: 3 clusters Score -8165264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -8165269.500000 Penalty: 5441.694824
	Iteration 61Q: 3 clusters Score -8165270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 56944 members 
Entering Unmasked Estep 
Score: -8165286.500000 Penalty: 5441.694824
	Iteration 62Q: 3 clusters Score -8165286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -8165294.000000 Penalty: 5441.694824
	Iteration 63Q: 3 clusters Score -8165294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -8165299.500000 Penalty: 5441.694824
	Iteration 64Q: 3 clusters Score -8165300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 56973 members 
Entering Unmasked Estep 
Score: -8165295.000000 Penalty: 5441.694824
	Iteration 65Q: 3 clusters Score -8165295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 56982 members 
Entering Unmasked Estep 
Score: -8165299.500000 Penalty: 5441.694824
	Iteration 66Q: 3 clusters Score -8165300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 56987 members 
Entering Unmasked Estep 
Score: -8165301.500000 Penalty: 5441.694824
	Iteration 67Q: 3 clusters Score -8165302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 56992 members 
Entering Unmasked Estep 
Score: -8165299.500000 Penalty: 5441.694824
	Iteration 68Q: 3 clusters Score -8165300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 56998 members 
Entering Unmasked Estep 
Score: -8165310.000000 Penalty: 5441.694824
	Iteration 69Q: 3 clusters Score -8165310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 57007 members 
Entering Unmasked Estep 
Score: -8165322.500000 Penalty: 5441.694824
	Iteration 70Q: 3 clusters Score -8165322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 57007 members 
Entering Unmasked Estep 
Score: -8165317.500000 Penalty: 5441.694824
	Iteration 71Q: 3 clusters Score -8165318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 57007 members 
Entering Unmasked Estep 
Score: -8165315.000000 Penalty: 5441.694824
	Iteration 72Q: 3 clusters Score -8165315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -8165318.500000 Penalty: 5441.694824
	Iteration 73Q: 3 clusters Score -8165318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 57007 members 
Entering Unmasked Estep 
Score: -8165316.000000 Penalty: 5441.694824
	Iteration 74Q: 3 clusters Score -8165316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 57006 members 
Entering Unmasked Estep 
Score: -8165314.500000 Penalty: 5441.694824
	Iteration 75Q: 3 clusters Score -8165314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 57006 members 
Entering Unmasked Estep 
Score: -8165314.500000 Penalty: 5441.694824
	Iteration 76F: 3 clusters Score -8165314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Entering Unmasked Estep 
Score: -1163779.125000 Penalty: 2248.713623
	Iteration 0F: 2 clusters Score -1163779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1157023.375000 Penalty: 4497.427246
	Iteration 0F: 3 clusters Score -1157023 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1159582.125000 Penalty: 4497.427246
	Iteration 1F: 3 clusters Score -1159582 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1160444.375000 Penalty: 4497.427246
	Iteration 2F: 3 clusters Score -1160444 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1161076.625000 Penalty: 4497.427246
	Iteration 3F: 3 clusters Score -1161077 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1161547.000000 Penalty: 4497.427246
	Iteration 4F: 3 clusters Score -1161547 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1161983.750000 Penalty: 4497.427246
	Iteration 5F: 3 clusters Score -1161984 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1162401.125000 Penalty: 4497.427246
	Iteration 6F: 3 clusters Score -1162401 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1162787.750000 Penalty: 4497.427246
	Iteration 7Q: 3 clusters Score -1162788 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1163193.375000 Penalty: 4497.427246
	Iteration 8Q: 3 clusters Score -1163193 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1163565.375000 Penalty: 4497.427246
	Iteration 9Q: 3 clusters Score -1163565 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1163733.750000 Penalty: 4497.427246
	Iteration 10Q: 3 clusters Score -1163734 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1163830.500000 Penalty: 4497.427246
	Iteration 11Q: 3 clusters Score -1163830 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1163915.125000 Penalty: 4497.427246
	Iteration 12Q: 3 clusters Score -1163915 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1163986.500000 Penalty: 4497.427246
	Iteration 13Q: 3 clusters Score -1163986 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1164037.125000 Penalty: 4497.427246
	Iteration 14Q: 3 clusters Score -1164037 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1164079.875000 Penalty: 4497.427246
	Iteration 15Q: 3 clusters Score -1164080 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1164106.625000 Penalty: 4497.427246
	Iteration 16Q: 3 clusters Score -1164107 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1164115.250000 Penalty: 4497.427246
	Iteration 17Q: 3 clusters Score -1164115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1164123.250000 Penalty: 4497.427246
	Iteration 18Q: 3 clusters Score -1164123 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1164142.375000 Penalty: 4497.427246
	Iteration 19Q: 3 clusters Score -1164142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1164153.625000 Penalty: 4497.427246
	Iteration 20F: 3 clusters Score -1164154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1164165.625000 Penalty: 4497.427246
	Iteration 21Q: 3 clusters Score -1164166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1164171.750000 Penalty: 4497.427246
	Iteration 22Q: 3 clusters Score -1164172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1164181.250000 Penalty: 4497.427246
	Iteration 23Q: 3 clusters Score -1164181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1164186.625000 Penalty: 4497.427246
	Iteration 24Q: 3 clusters Score -1164187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1164192.000000 Penalty: 4497.427246
	Iteration 25Q: 3 clusters Score -1164192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1164195.500000 Penalty: 4497.427246
	Iteration 26Q: 3 clusters Score -1164196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1164196.125000 Penalty: 4497.427246
	Iteration 27Q: 3 clusters Score -1164196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1164196.625000 Penalty: 4497.427246
	Iteration 28Q: 3 clusters Score -1164197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1164196.125000 Penalty: 4497.427246
	Iteration 29Q: 3 clusters Score -1164196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1164196.000000 Penalty: 4497.427246
	Iteration 30Q: 3 clusters Score -1164196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1164200.000000 Penalty: 4497.427246
	Iteration 31Q: 3 clusters Score -1164200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1164199.000000 Penalty: 4497.427246
	Iteration 32Q: 3 clusters Score -1164199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1164201.750000 Penalty: 4497.427246
	Iteration 33Q: 3 clusters Score -1164202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1164201.000000 Penalty: 4497.427246
	Iteration 34Q: 3 clusters Score -1164201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1164203.125000 Penalty: 4497.427246
	Iteration 35Q: 3 clusters Score -1164203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1164203.750000 Penalty: 4497.427246
	Iteration 36Q: 3 clusters Score -1164204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1164203.000000 Penalty: 4497.427246
	Iteration 37Q: 3 clusters Score -1164203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1164203.000000 Penalty: 4497.427246
	Iteration 38F: 3 clusters Score -1164203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 153860 members 
Mstep: Class 4 contains 3352 members 
Mstep: Class 5 contains 2059 members 
Mstep: Class 6 contains 922 members 
Mstep: Class 7 contains 200865 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12087 members 
Mstep: Class 10 contains 148783 members 
Mstep: Class 11 contains 48898 members 
Mstep: Class 12 contains 5506 members 
Mstep: Class 13 contains 36511 members 
Mstep: Class 14 contains 49736 members 
Mstep: Class 15 contains 54474 members 
Mstep: Class 16 contains 5447 members 
Mstep: Class 17 contains 13754 members 
Mstep: Class 18 contains 35899 members 
Mstep: Class 19 contains 14078 members 
Mstep: Class 20 contains 28696 members 
Mstep: Class 21 contains 39419 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 5328 members 
Mstep: Class 24 contains 2840 members 
Mstep: Class 25 contains 8945 members 
Mstep: Class 26 contains 5277 members 
Mstep: Class 27 contains 58172 members 
Mstep: Class 28 contains 2425 members 
Mstep: Class 29 contains 64208 members 
Mstep: Class 30 contains 276 members 
Mstep: Class 31 contains 6243 members 
Entering Unmasked Estep 
Score: -142935056.000000 Penalty: 106614.398438
Splitting cluster 28 changes total score from -142935296.000000 to -142935056.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 153860 members 
Mstep: Class 4 contains 3352 members 
Mstep: Class 5 contains 2059 members 
Mstep: Class 6 contains 922 members 
Mstep: Class 7 contains 200865 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12087 members 
Mstep: Class 10 contains 148783 members 
Mstep: Class 11 contains 48898 members 
Mstep: Class 12 contains 5506 members 
Mstep: Class 13 contains 36511 members 
Mstep: Class 14 contains 49736 members 
Mstep: Class 15 contains 54474 members 
Mstep: Class 16 contains 5447 members 
Mstep: Class 17 contains 13754 members 
Mstep: Class 18 contains 35899 members 
Mstep: Class 19 contains 14078 members 
Mstep: Class 20 contains 28696 members 
Mstep: Class 21 contains 39419 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 5328 members 
Mstep: Class 24 contains 2840 members 
Mstep: Class 25 contains 8945 members 
Mstep: Class 26 contains 5277 members 
Mstep: Class 27 contains 58172 members 
Mstep: Class 28 contains 8668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142936512.000000 Penalty: 103175.226562
Iteration 79Q: 31 clusters Score -1.429365e+08 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 733 members 
Mstep: Class 3 contains 154082 members 
Mstep: Class 4 contains 3472 members 
Mstep: Class 5 contains 2060 members 
Mstep: Class 6 contains 969 members 
Mstep: Class 7 contains 201116 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12083 members 
Mstep: Class 10 contains 148905 members 
Mstep: Class 11 contains 48839 members 
Mstep: Class 12 contains 5500 members 
Mstep: Class 13 contains 36518 members 
Mstep: Class 14 contains 49761 members 
Mstep: Class 15 contains 54588 members 
Mstep: Class 16 contains 5445 members 
Mstep: Class 17 contains 13761 members 
Mstep: Class 18 contains 35893 members 
Mstep: Class 19 contains 14166 members 
Mstep: Class 20 contains 28763 members 
Mstep: Class 21 contains 39475 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 5352 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 8928 members 
Mstep: Class 26 contains 5278 members 
Mstep: Class 27 contains 58240 members 
Mstep: Class 28 contains 8702 members 
Mstep: Class 29 contains 63031 members 
Mstep: Class 30 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142936912.000000 Penalty: 103175.226562
Iteration 80F: 31 clusters Score -1.429369e+08 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 752 members 
Mstep: Class 3 contains 154037 members 
Mstep: Class 4 contains 3563 members 
Mstep: Class 5 contains 2060 members 
Mstep: Class 6 contains 983 members 
Mstep: Class 7 contains 200406 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12078 members 
Mstep: Class 10 contains 148877 members 
Mstep: Class 11 contains 48780 members 
Mstep: Class 12 contains 5499 members 
Mstep: Class 13 contains 36460 members 
Mstep: Class 14 contains 49779 members 
Mstep: Class 15 contains 54579 members 
Mstep: Class 16 contains 5445 members 
Mstep: Class 17 contains 13762 members 
Mstep: Class 18 contains 35884 members 
Mstep: Class 19 contains 14257 members 
Mstep: Class 20 contains 28735 members 
Mstep: Class 21 contains 39494 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 5383 members 
Mstep: Class 24 contains 2842 members 
Mstep: Class 25 contains 8915 members 
Mstep: Class 26 contains 5279 members 
Mstep: Class 27 contains 58288 members 
Mstep: Class 28 contains 8701 members 
Mstep: Class 29 contains 63653 members 
Mstep: Class 30 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142937760.000000 Penalty: 103175.226562
Iteration 81Q: 31 clusters Score -1.429378e+08 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 768 members 
Mstep: Class 3 contains 153975 members 
Mstep: Class 4 contains 3663 members 
Mstep: Class 5 contains 2061 members 
Mstep: Class 6 contains 990 members 
Mstep: Class 7 contains 200038 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12076 members 
Mstep: Class 10 contains 148809 members 
Mstep: Class 11 contains 48723 members 
Mstep: Class 12 contains 5499 members 
Mstep: Class 13 contains 36412 members 
Mstep: Class 14 contains 49780 members 
Mstep: Class 15 contains 54570 members 
Mstep: Class 16 contains 5445 members 
Mstep: Class 17 contains 13761 members 
Mstep: Class 18 contains 35876 members 
Mstep: Class 19 contains 14321 members 
Mstep: Class 20 contains 28693 members 
Mstep: Class 21 contains 39501 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 5403 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 8906 members 
Mstep: Class 26 contains 5279 members 
Mstep: Class 27 contains 58329 members 
Mstep: Class 28 contains 8703 members 
Mstep: Class 29 contains 64072 members 
Mstep: Class 30 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142938336.000000 Penalty: 103175.226562
Iteration 82Q: 31 clusters Score -1.429383e+08 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 775 members 
Mstep: Class 3 contains 153909 members 
Mstep: Class 4 contains 3763 members 
Mstep: Class 5 contains 2061 members 
Mstep: Class 6 contains 993 members 
Mstep: Class 7 contains 199840 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12077 members 
Mstep: Class 10 contains 148728 members 
Mstep: Class 11 contains 48665 members 
Mstep: Class 12 contains 5502 members 
Mstep: Class 13 contains 36358 members 
Mstep: Class 14 contains 49785 members 
Mstep: Class 15 contains 54552 members 
Mstep: Class 16 contains 5445 members 
Mstep: Class 17 contains 13755 members 
Mstep: Class 18 contains 35874 members 
Mstep: Class 19 contains 14374 members 
Mstep: Class 20 contains 28646 members 
Mstep: Class 21 contains 39514 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 5417 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 8893 members 
Mstep: Class 26 contains 5279 members 
Mstep: Class 27 contains 58374 members 
Mstep: Class 28 contains 8706 members 
Mstep: Class 29 contains 64397 members 
Mstep: Class 30 contains 286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142938928.000000 Penalty: 103175.226562
Iteration 83Q: 31 clusters Score -1.429389e+08 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 775 members 
Mstep: Class 3 contains 153856 members 
Mstep: Class 4 contains 3842 members 
Mstep: Class 5 contains 2061 members 
Mstep: Class 6 contains 986 members 
Mstep: Class 7 contains 199690 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12086 members 
Mstep: Class 10 contains 148636 members 
Mstep: Class 11 contains 48617 members 
Mstep: Class 12 contains 5501 members 
Mstep: Class 13 contains 36316 members 
Mstep: Class 14 contains 49787 members 
Mstep: Class 15 contains 54513 members 
Mstep: Class 16 contains 5445 members 
Mstep: Class 17 contains 13754 members 
Mstep: Class 18 contains 35871 members 
Mstep: Class 19 contains 14433 members 
Mstep: Class 20 contains 28597 members 
Mstep: Class 21 contains 39514 members 
Mstep: Class 22 contains 656 members 
Mstep: Class 23 contains 5425 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 8878 members 
Mstep: Class 26 contains 5279 members 
Mstep: Class 27 contains 58417 members 
Mstep: Class 28 contains 8713 members 
Mstep: Class 29 contains 64703 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142939424.000000 Penalty: 103175.226562
Iteration 84Q: 31 clusters Score -1.429394e+08 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 775 members 
Mstep: Class 3 contains 153796 members 
Mstep: Class 4 contains 3918 members 
Mstep: Class 5 contains 2061 members 
Mstep: Class 6 contains 981 members 
Mstep: Class 7 contains 199653 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12105 members 
Mstep: Class 10 contains 148528 members 
Mstep: Class 11 contains 48547 members 
Mstep: Class 12 contains 5505 members 
Mstep: Class 13 contains 36275 members 
Mstep: Class 14 contains 49791 members 
Mstep: Class 15 contains 54484 members 
Mstep: Class 16 contains 5445 members 
Mstep: Class 17 contains 13753 members 
Mstep: Class 18 contains 35865 members 
Mstep: Class 19 contains 14490 members 
Mstep: Class 20 contains 28550 members 
Mstep: Class 21 contains 39520 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 5426 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 8861 members 
Mstep: Class 26 contains 5280 members 
Mstep: Class 27 contains 58445 members 
Mstep: Class 28 contains 8715 members 
Mstep: Class 29 contains 64951 members 
Mstep: Class 30 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142939648.000000 Penalty: 103175.226562
Iteration 85Q: 31 clusters Score -1.429396e+08 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 775 members 
Mstep: Class 3 contains 153729 members 
Mstep: Class 4 contains 3994 members 
Mstep: Class 5 contains 2060 members 
Mstep: Class 6 contains 978 members 
Mstep: Class 7 contains 199661 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12116 members 
Mstep: Class 10 contains 148460 members 
Mstep: Class 11 contains 48494 members 
Mstep: Class 12 contains 5503 members 
Mstep: Class 13 contains 36246 members 
Mstep: Class 14 contains 49798 members 
Mstep: Class 15 contains 54446 members 
Mstep: Class 16 contains 5445 members 
Mstep: Class 17 contains 13756 members 
Mstep: Class 18 contains 35864 members 
Mstep: Class 19 contains 14542 members 
Mstep: Class 20 contains 28517 members 
Mstep: Class 21 contains 39530 members 
Mstep: Class 22 contains 650 members 
Mstep: Class 23 contains 5432 members 
Mstep: Class 24 contains 2842 members 
Mstep: Class 25 contains 8836 members 
Mstep: Class 26 contains 5280 members 
Mstep: Class 27 contains 58444 members 
Mstep: Class 28 contains 8707 members 
Mstep: Class 29 contains 65121 members 
Mstep: Class 30 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142939984.000000 Penalty: 103175.226562
Iteration 86Q: 31 clusters Score -1.4294e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 775 members 
Mstep: Class 3 contains 153672 members 
Mstep: Class 4 contains 4053 members 
Mstep: Class 5 contains 2064 members 
Mstep: Class 6 contains 968 members 
Mstep: Class 7 contains 199717 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12118 members 
Mstep: Class 10 contains 148344 members 
Mstep: Class 11 contains 48456 members 
Mstep: Class 12 contains 5499 members 
Mstep: Class 13 contains 36221 members 
Mstep: Class 14 contains 49796 members 
Mstep: Class 15 contains 54406 members 
Mstep: Class 16 contains 5445 members 
Mstep: Class 17 contains 13760 members 
Mstep: Class 18 contains 35863 members 
Mstep: Class 19 contains 14587 members 
Mstep: Class 20 contains 28498 members 
Mstep: Class 21 contains 39539 members 
Mstep: Class 22 contains 648 members 
Mstep: Class 23 contains 5439 members 
Mstep: Class 24 contains 2839 members 
Mstep: Class 25 contains 8819 members 
Mstep: Class 26 contains 5281 members 
Mstep: Class 27 contains 58460 members 
Mstep: Class 28 contains 8694 members 
Mstep: Class 29 contains 65277 members 
Mstep: Class 30 contains 331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940288.000000 Penalty: 103175.226562
Iteration 87Q: 31 clusters Score -1.429403e+08 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 775 members 
Mstep: Class 3 contains 153593 members 
Mstep: Class 4 contains 4098 members 
Mstep: Class 5 contains 2064 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 199793 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12124 members 
Mstep: Class 10 contains 148264 members 
Mstep: Class 11 contains 48411 members 
Mstep: Class 12 contains 5503 members 
Mstep: Class 13 contains 36202 members 
Mstep: Class 14 contains 49791 members 
Mstep: Class 15 contains 54361 members 
Mstep: Class 16 contains 5445 members 
Mstep: Class 17 contains 13762 members 
Mstep: Class 18 contains 35856 members 
Mstep: Class 19 contains 14634 members 
Mstep: Class 20 contains 28454 members 
Mstep: Class 21 contains 39539 members 
Mstep: Class 22 contains 640 members 
Mstep: Class 23 contains 5442 members 
Mstep: Class 24 contains 2836 members 
Mstep: Class 25 contains 8803 members 
Mstep: Class 26 contains 5281 members 
Mstep: Class 27 contains 58483 members 
Mstep: Class 28 contains 8681 members 
Mstep: Class 29 contains 65437 members 
Mstep: Class 30 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940464.000000 Penalty: 103175.226562
Iteration 88Q: 31 clusters Score -1.429405e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 776 members 
Mstep: Class 3 contains 153506 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 2064 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 199913 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12130 members 
Mstep: Class 10 contains 148196 members 
Mstep: Class 11 contains 48362 members 
Mstep: Class 12 contains 5507 members 
Mstep: Class 13 contains 36172 members 
Mstep: Class 14 contains 49792 members 
Mstep: Class 15 contains 54325 members 
Mstep: Class 16 contains 5444 members 
Mstep: Class 17 contains 13758 members 
Mstep: Class 18 contains 35851 members 
Mstep: Class 19 contains 14678 members 
Mstep: Class 20 contains 28405 members 
Mstep: Class 21 contains 39535 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 5445 members 
Mstep: Class 24 contains 2835 members 
Mstep: Class 25 contains 8791 members 
Mstep: Class 26 contains 5281 members 
Mstep: Class 27 contains 58511 members 
Mstep: Class 28 contains 8666 members 
Mstep: Class 29 contains 65550 members 
Mstep: Class 30 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940624.000000 Penalty: 103175.226562
Iteration 89Q: 31 clusters Score -1.429406e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 775 members 
Mstep: Class 3 contains 153403 members 
Mstep: Class 4 contains 4191 members 
Mstep: Class 5 contains 2064 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 7 contains 200096 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12132 members 
Mstep: Class 10 contains 148120 members 
Mstep: Class 11 contains 48311 members 
Mstep: Class 12 contains 5511 members 
Mstep: Class 13 contains 36157 members 
Mstep: Class 14 contains 49782 members 
Mstep: Class 15 contains 54271 members 
Mstep: Class 16 contains 5441 members 
Mstep: Class 17 contains 13755 members 
Mstep: Class 18 contains 35845 members 
Mstep: Class 19 contains 14723 members 
Mstep: Class 20 contains 28357 members 
Mstep: Class 21 contains 39530 members 
Mstep: Class 22 contains 614 members 
Mstep: Class 23 contains 5451 members 
Mstep: Class 24 contains 2832 members 
Mstep: Class 25 contains 8784 members 
Mstep: Class 26 contains 5281 members 
Mstep: Class 27 contains 58534 members 
Mstep: Class 28 contains 8653 members 
Mstep: Class 29 contains 65651 members 
Mstep: Class 30 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940704.000000 Penalty: 103175.226562
Iteration 90Q: 31 clusters Score -1.429407e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 775 members 
Mstep: Class 3 contains 153319 members 
Mstep: Class 4 contains 4235 members 
Mstep: Class 5 contains 2065 members 
Mstep: Class 6 contains 942 members 
Mstep: Class 7 contains 200220 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12132 members 
Mstep: Class 10 contains 148046 members 
Mstep: Class 11 contains 48258 members 
Mstep: Class 12 contains 5514 members 
Mstep: Class 13 contains 36147 members 
Mstep: Class 14 contains 49776 members 
Mstep: Class 15 contains 54234 members 
Mstep: Class 16 contains 5439 members 
Mstep: Class 17 contains 13755 members 
Mstep: Class 18 contains 35840 members 
Mstep: Class 19 contains 14766 members 
Mstep: Class 20 contains 28321 members 
Mstep: Class 21 contains 39519 members 
Mstep: Class 22 contains 604 members 
Mstep: Class 23 contains 5456 members 
Mstep: Class 24 contains 2830 members 
Mstep: Class 25 contains 8780 members 
Mstep: Class 26 contains 5283 members 
Mstep: Class 27 contains 58547 members 
Mstep: Class 28 contains 8644 members 
Mstep: Class 29 contains 65747 members 
Mstep: Class 30 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940832.000000 Penalty: 103175.226562
Iteration 91Q: 31 clusters Score -1.429408e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 775 members 
Mstep: Class 3 contains 153247 members 
Mstep: Class 4 contains 4269 members 
Mstep: Class 5 contains 2067 members 
Mstep: Class 6 contains 935 members 
Mstep: Class 7 contains 200319 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12132 members 
Mstep: Class 10 contains 147961 members 
Mstep: Class 11 contains 48219 members 
Mstep: Class 12 contains 5517 members 
Mstep: Class 13 contains 36126 members 
Mstep: Class 14 contains 49781 members 
Mstep: Class 15 contains 54204 members 
Mstep: Class 16 contains 5439 members 
Mstep: Class 17 contains 13757 members 
Mstep: Class 18 contains 35837 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 28273 members 
Mstep: Class 21 contains 39511 members 
Mstep: Class 22 contains 590 members 
Mstep: Class 23 contains 5462 members 
Mstep: Class 24 contains 2830 members 
Mstep: Class 25 contains 8778 members 
Mstep: Class 26 contains 5286 members 
Mstep: Class 27 contains 58578 members 
Mstep: Class 28 contains 8624 members 
Mstep: Class 29 contains 65843 members 
Mstep: Class 30 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940784.000000 Penalty: 103175.226562
Iteration 92Q: 31 clusters Score -1.429408e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 775 members 
Mstep: Class 3 contains 153165 members 
Mstep: Class 4 contains 4307 members 
Mstep: Class 5 contains 2069 members 
Mstep: Class 6 contains 930 members 
Mstep: Class 7 contains 200416 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12123 members 
Mstep: Class 10 contains 147879 members 
Mstep: Class 11 contains 48193 members 
Mstep: Class 12 contains 5523 members 
Mstep: Class 13 contains 36106 members 
Mstep: Class 14 contains 49784 members 
Mstep: Class 15 contains 54182 members 
Mstep: Class 16 contains 5439 members 
Mstep: Class 17 contains 13758 members 
Mstep: Class 18 contains 35833 members 
Mstep: Class 19 contains 14847 members 
Mstep: Class 20 contains 28238 members 
Mstep: Class 21 contains 39510 members 
Mstep: Class 22 contains 580 members 
Mstep: Class 23 contains 5465 members 
Mstep: Class 24 contains 2830 members 
Mstep: Class 25 contains 8764 members 
Mstep: Class 26 contains 5286 members 
Mstep: Class 27 contains 58598 members 
Mstep: Class 28 contains 8611 members 
Mstep: Class 29 contains 65936 members 
Mstep: Class 30 contains 477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941056.000000 Penalty: 103175.226562
Iteration 93Q: 31 clusters Score -1.429411e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 775 members 
Mstep: Class 3 contains 153096 members 
Mstep: Class 4 contains 4342 members 
Mstep: Class 5 contains 2070 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 200492 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12111 members 
Mstep: Class 10 contains 147823 members 
Mstep: Class 11 contains 48162 members 
Mstep: Class 12 contains 5529 members 
Mstep: Class 13 contains 36087 members 
Mstep: Class 14 contains 49784 members 
Mstep: Class 15 contains 54155 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 13759 members 
Mstep: Class 18 contains 35829 members 
Mstep: Class 19 contains 14888 members 
Mstep: Class 20 contains 28198 members 
Mstep: Class 21 contains 39513 members 
Mstep: Class 22 contains 575 members 
Mstep: Class 23 contains 5469 members 
Mstep: Class 24 contains 2829 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 5286 members 
Mstep: Class 27 contains 58627 members 
Mstep: Class 28 contains 8595 members 
Mstep: Class 29 contains 66009 members 
Mstep: Class 30 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941296.000000 Penalty: 103175.226562
Iteration 94Q: 31 clusters Score -1.429413e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 775 members 
Mstep: Class 3 contains 153042 members 
Mstep: Class 4 contains 4371 members 
Mstep: Class 5 contains 2070 members 
Mstep: Class 6 contains 933 members 
Mstep: Class 7 contains 200555 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12103 members 
Mstep: Class 10 contains 147794 members 
Mstep: Class 11 contains 48127 members 
Mstep: Class 12 contains 5536 members 
Mstep: Class 13 contains 36066 members 
Mstep: Class 14 contains 49783 members 
Mstep: Class 15 contains 54138 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 13756 members 
Mstep: Class 18 contains 35825 members 
Mstep: Class 19 contains 14935 members 
Mstep: Class 20 contains 28134 members 
Mstep: Class 21 contains 39512 members 
Mstep: Class 22 contains 571 members 
Mstep: Class 23 contains 5479 members 
Mstep: Class 24 contains 2830 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 5283 members 
Mstep: Class 27 contains 58658 members 
Mstep: Class 28 contains 8582 members 
Mstep: Class 29 contains 66066 members 
Mstep: Class 30 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941360.000000 Penalty: 103175.226562
Iteration 95Q: 31 clusters Score -1.429414e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 775 members 
Mstep: Class 3 contains 152977 members 
Mstep: Class 4 contains 4395 members 
Mstep: Class 5 contains 2070 members 
Mstep: Class 6 contains 934 members 
Mstep: Class 7 contains 200611 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12090 members 
Mstep: Class 10 contains 147765 members 
Mstep: Class 11 contains 48089 members 
Mstep: Class 12 contains 5543 members 
Mstep: Class 13 contains 36051 members 
Mstep: Class 14 contains 49786 members 
Mstep: Class 15 contains 54116 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 13756 members 
Mstep: Class 18 contains 35822 members 
Mstep: Class 19 contains 14980 members 
Mstep: Class 20 contains 28081 members 
Mstep: Class 21 contains 39518 members 
Mstep: Class 22 contains 567 members 
Mstep: Class 23 contains 5489 members 
Mstep: Class 24 contains 2829 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 5284 members 
Mstep: Class 27 contains 58691 members 
Mstep: Class 28 contains 8572 members 
Mstep: Class 29 contains 66122 members 
Mstep: Class 30 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941392.000000 Penalty: 103175.226562
Iteration 96Q: 31 clusters Score -1.429414e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 775 members 
Mstep: Class 3 contains 152908 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 2071 members 
Mstep: Class 6 contains 928 members 
Mstep: Class 7 contains 200642 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12071 members 
Mstep: Class 10 contains 147733 members 
Mstep: Class 11 contains 48058 members 
Mstep: Class 12 contains 5555 members 
Mstep: Class 13 contains 36035 members 
Mstep: Class 14 contains 49790 members 
Mstep: Class 15 contains 54115 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 13760 members 
Mstep: Class 18 contains 35823 members 
Mstep: Class 19 contains 15032 members 
Mstep: Class 20 contains 28024 members 
Mstep: Class 21 contains 39522 members 
Mstep: Class 22 contains 562 members 
Mstep: Class 23 contains 5496 members 
Mstep: Class 24 contains 2827 members 
Mstep: Class 25 contains 8760 members 
Mstep: Class 26 contains 5284 members 
Mstep: Class 27 contains 58723 members 
Mstep: Class 28 contains 8564 members 
Mstep: Class 29 contains 66188 members 
Mstep: Class 30 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941680.000000 Penalty: 103175.226562
Iteration 97Q: 31 clusters Score -1.429417e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 775 members 
Mstep: Class 3 contains 152849 members 
Mstep: Class 4 contains 4427 members 
Mstep: Class 5 contains 2072 members 
Mstep: Class 6 contains 915 members 
Mstep: Class 7 contains 200692 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12060 members 
Mstep: Class 10 contains 147716 members 
Mstep: Class 11 contains 48022 members 
Mstep: Class 12 contains 5563 members 
Mstep: Class 13 contains 36020 members 
Mstep: Class 14 contains 49786 members 
Mstep: Class 15 contains 54100 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 13765 members 
Mstep: Class 18 contains 35823 members 
Mstep: Class 19 contains 15080 members 
Mstep: Class 20 contains 27967 members 
Mstep: Class 21 contains 39519 members 
Mstep: Class 22 contains 559 members 
Mstep: Class 23 contains 5505 members 
Mstep: Class 24 contains 2827 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 5285 members 
Mstep: Class 27 contains 58754 members 
Mstep: Class 28 contains 8560 members 
Mstep: Class 29 contains 66236 members 
Mstep: Class 30 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941728.000000 Penalty: 103175.226562
Iteration 98Q: 31 clusters Score -1.429417e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 775 members 
Mstep: Class 3 contains 152802 members 
Mstep: Class 4 contains 4444 members 
Mstep: Class 5 contains 2073 members 
Mstep: Class 6 contains 917 members 
Mstep: Class 7 contains 200730 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12047 members 
Mstep: Class 10 contains 147717 members 
Mstep: Class 11 contains 47981 members 
Mstep: Class 12 contains 5571 members 
Mstep: Class 13 contains 36004 members 
Mstep: Class 14 contains 49793 members 
Mstep: Class 15 contains 54089 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 13767 members 
Mstep: Class 18 contains 35823 members 
Mstep: Class 19 contains 15115 members 
Mstep: Class 20 contains 27919 members 
Mstep: Class 21 contains 39522 members 
Mstep: Class 22 contains 560 members 
Mstep: Class 23 contains 5512 members 
Mstep: Class 24 contains 2827 members 
Mstep: Class 25 contains 8744 members 
Mstep: Class 26 contains 5285 members 
Mstep: Class 27 contains 58780 members 
Mstep: Class 28 contains 8547 members 
Mstep: Class 29 contains 66280 members 
Mstep: Class 30 contains 573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941696.000000 Penalty: 103175.226562
Iteration 99Q: 31 clusters Score -1.429417e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 775 members 
Mstep: Class 3 contains 152761 members 
Mstep: Class 4 contains 4455 members 
Mstep: Class 5 contains 2074 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 200786 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12018 members 
Mstep: Class 10 contains 147719 members 
Mstep: Class 11 contains 47947 members 
Mstep: Class 12 contains 5576 members 
Mstep: Class 13 contains 35987 members 
Mstep: Class 14 contains 49789 members 
Mstep: Class 15 contains 54071 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 13771 members 
Mstep: Class 18 contains 35823 members 
Mstep: Class 19 contains 15139 members 
Mstep: Class 20 contains 27890 members 
Mstep: Class 21 contains 39523 members 
Mstep: Class 22 contains 560 members 
Mstep: Class 23 contains 5516 members 
Mstep: Class 24 contains 2829 members 
Mstep: Class 25 contains 8742 members 
Mstep: Class 26 contains 5286 members 
Mstep: Class 27 contains 58789 members 
Mstep: Class 28 contains 8545 members 
Mstep: Class 29 contains 66321 members 
Mstep: Class 30 contains 590 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 31 clusters Score -1.429419e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 775 members 
Mstep: Class 3 contains 152729 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 2076 members 
Mstep: Class 6 contains 927 members 
Mstep: Class 7 contains 200825 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11990 members 
Mstep: Class 10 contains 147704 members 
Mstep: Class 11 contains 47918 members 
Mstep: Class 12 contains 5587 members 
Mstep: Class 13 contains 35974 members 
Mstep: Class 14 contains 49794 members 
Mstep: Class 15 contains 54059 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 13773 members 
Mstep: Class 18 contains 35812 members 
Mstep: Class 19 contains 15159 members 
Mstep: Class 20 contains 27864 members 
Mstep: Class 21 contains 39518 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 5521 members 
Mstep: Class 24 contains 2833 members 
Mstep: Class 25 contains 8742 members 
Mstep: Class 26 contains 5286 members 
Mstep: Class 27 contains 58805 members 
Mstep: Class 28 contains 8547 members 
Mstep: Class 29 contains 66353 members 
Mstep: Class 30 contains 635 members 
Entering Unmasked Estep 
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Iteration 101Q: 31 clusters Score -1.42942e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 775 members 
Mstep: Class 3 contains 152705 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 2077 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 200867 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11961 members 
Mstep: Class 10 contains 147687 members 
Mstep: Class 11 contains 47884 members 
Mstep: Class 12 contains 5592 members 
Mstep: Class 13 contains 35970 members 
Mstep: Class 14 contains 49793 members 
Mstep: Class 15 contains 54054 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 13775 members 
Mstep: Class 18 contains 35809 members 
Mstep: Class 19 contains 15188 members 
Mstep: Class 20 contains 27834 members 
Mstep: Class 21 contains 39514 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 2834 members 
Mstep: Class 25 contains 8743 members 
Mstep: Class 26 contains 5286 members 
Mstep: Class 27 contains 58809 members 
Mstep: Class 28 contains 8544 members 
Mstep: Class 29 contains 66387 members 
Mstep: Class 30 contains 669 members 
Entering Unmasked Estep 
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Iteration 102Q: 31 clusters Score -1.429424e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 775 members 
Mstep: Class 3 contains 152692 members 
Mstep: Class 4 contains 4487 members 
Mstep: Class 5 contains 2077 members 
Mstep: Class 6 contains 935 members 
Mstep: Class 7 contains 200885 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11936 members 
Mstep: Class 10 contains 147669 members 
Mstep: Class 11 contains 47854 members 
Mstep: Class 12 contains 5592 members 
Mstep: Class 13 contains 35967 members 
Mstep: Class 14 contains 49788 members 
Mstep: Class 15 contains 54048 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 13774 members 
Mstep: Class 18 contains 35810 members 
Mstep: Class 19 contains 15220 members 
Mstep: Class 20 contains 27800 members 
Mstep: Class 21 contains 39519 members 
Mstep: Class 22 contains 504 members 
Mstep: Class 23 contains 5531 members 
Mstep: Class 24 contains 2837 members 
Mstep: Class 25 contains 8742 members 
Mstep: Class 26 contains 5286 members 
Mstep: Class 27 contains 58810 members 
Mstep: Class 28 contains 8538 members 
Mstep: Class 29 contains 66429 members 
Mstep: Class 30 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 31 clusters Score -1.429424e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 775 members 
Mstep: Class 3 contains 152687 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 2077 members 
Mstep: Class 6 contains 961 members 
Mstep: Class 7 contains 200910 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11912 members 
Mstep: Class 10 contains 147628 members 
Mstep: Class 11 contains 47823 members 
Mstep: Class 12 contains 5593 members 
Mstep: Class 13 contains 35956 members 
Mstep: Class 14 contains 49791 members 
Mstep: Class 15 contains 54039 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 13773 members 
Mstep: Class 18 contains 35805 members 
Mstep: Class 19 contains 15251 members 
Mstep: Class 20 contains 27787 members 
Mstep: Class 21 contains 39529 members 
Mstep: Class 22 contains 497 members 
Mstep: Class 23 contains 5536 members 
Mstep: Class 24 contains 2839 members 
Mstep: Class 25 contains 8738 members 
Mstep: Class 26 contains 5286 members 
Mstep: Class 27 contains 58815 members 
Mstep: Class 28 contains 8527 members 
Mstep: Class 29 contains 66452 members 
Mstep: Class 30 contains 721 members 
Entering Unmasked Estep 
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Iteration 104Q: 31 clusters Score -1.429425e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 774 members 
Mstep: Class 3 contains 152690 members 
Mstep: Class 4 contains 4512 members 
Mstep: Class 5 contains 2077 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 200924 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11888 members 
Mstep: Class 10 contains 147577 members 
Mstep: Class 11 contains 47791 members 
Mstep: Class 12 contains 5595 members 
Mstep: Class 13 contains 35943 members 
Mstep: Class 14 contains 49788 members 
Mstep: Class 15 contains 54025 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 35804 members 
Mstep: Class 19 contains 15288 members 
Mstep: Class 20 contains 27771 members 
Mstep: Class 21 contains 39535 members 
Mstep: Class 22 contains 489 members 
Mstep: Class 23 contains 5539 members 
Mstep: Class 24 contains 2840 members 
Mstep: Class 25 contains 8732 members 
Mstep: Class 26 contains 5286 members 
Mstep: Class 27 contains 58830 members 
Mstep: Class 28 contains 8512 members 
Mstep: Class 29 contains 66474 members 
Mstep: Class 30 contains 733 members 
Entering Unmasked Estep 
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Iteration 105Q: 31 clusters Score -1.429426e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152676 members 
Mstep: Class 4 contains 4520 members 
Mstep: Class 5 contains 2077 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 200957 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11861 members 
Mstep: Class 10 contains 147540 members 
Mstep: Class 11 contains 47762 members 
Mstep: Class 12 contains 5596 members 
Mstep: Class 13 contains 35934 members 
Mstep: Class 14 contains 49797 members 
Mstep: Class 15 contains 54007 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 13781 members 
Mstep: Class 18 contains 35807 members 
Mstep: Class 19 contains 15321 members 
Mstep: Class 20 contains 27753 members 
Mstep: Class 21 contains 39534 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 5545 members 
Mstep: Class 24 contains 2839 members 
Mstep: Class 25 contains 8725 members 
Mstep: Class 26 contains 5287 members 
Mstep: Class 27 contains 58840 members 
Mstep: Class 28 contains 8512 members 
Mstep: Class 29 contains 66491 members 
Mstep: Class 30 contains 739 members 
Entering Unmasked Estep 
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Iteration 106Q: 31 clusters Score -1.429428e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152672 members 
Mstep: Class 4 contains 4528 members 
Mstep: Class 5 contains 2077 members 
Mstep: Class 6 contains 1086 members 
Mstep: Class 7 contains 200990 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11843 members 
Mstep: Class 10 contains 147481 members 
Mstep: Class 11 contains 47736 members 
Mstep: Class 12 contains 5591 members 
Mstep: Class 13 contains 35917 members 
Mstep: Class 14 contains 49794 members 
Mstep: Class 15 contains 53997 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13781 members 
Mstep: Class 18 contains 35811 members 
Mstep: Class 19 contains 15348 members 
Mstep: Class 20 contains 27739 members 
Mstep: Class 21 contains 39535 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5550 members 
Mstep: Class 24 contains 2840 members 
Mstep: Class 25 contains 8716 members 
Mstep: Class 26 contains 5287 members 
Mstep: Class 27 contains 58865 members 
Mstep: Class 28 contains 8515 members 
Mstep: Class 29 contains 66513 members 
Mstep: Class 30 contains 741 members 
Entering Unmasked Estep 
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Iteration 107Q: 31 clusters Score -1.429429e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152664 members 
Mstep: Class 4 contains 4534 members 
Mstep: Class 5 contains 2078 members 
Mstep: Class 6 contains 1119 members 
Mstep: Class 7 contains 201011 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11832 members 
Mstep: Class 10 contains 147439 members 
Mstep: Class 11 contains 47708 members 
Mstep: Class 12 contains 5596 members 
Mstep: Class 13 contains 35911 members 
Mstep: Class 14 contains 49790 members 
Mstep: Class 15 contains 53988 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 35814 members 
Mstep: Class 19 contains 15385 members 
Mstep: Class 20 contains 27728 members 
Mstep: Class 21 contains 39535 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5554 members 
Mstep: Class 24 contains 2839 members 
Mstep: Class 25 contains 8699 members 
Mstep: Class 26 contains 5287 members 
Mstep: Class 27 contains 58873 members 
Mstep: Class 28 contains 8512 members 
Mstep: Class 29 contains 66536 members 
Mstep: Class 30 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 31 clusters Score -1.429429e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152651 members 
Mstep: Class 4 contains 4540 members 
Mstep: Class 5 contains 2078 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 201025 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11825 members 
Mstep: Class 10 contains 147403 members 
Mstep: Class 11 contains 47691 members 
Mstep: Class 12 contains 5600 members 
Mstep: Class 13 contains 35908 members 
Mstep: Class 14 contains 49801 members 
Mstep: Class 15 contains 53981 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 13777 members 
Mstep: Class 18 contains 35821 members 
Mstep: Class 19 contains 15413 members 
Mstep: Class 20 contains 27710 members 
Mstep: Class 21 contains 39535 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5553 members 
Mstep: Class 24 contains 2837 members 
Mstep: Class 25 contains 8675 members 
Mstep: Class 26 contains 5287 members 
Mstep: Class 27 contains 58880 members 
Mstep: Class 28 contains 8508 members 
Mstep: Class 29 contains 66563 members 
Mstep: Class 30 contains 741 members 
Entering Unmasked Estep 
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Iteration 109Q: 31 clusters Score -1.42943e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152640 members 
Mstep: Class 4 contains 4547 members 
Mstep: Class 5 contains 2078 members 
Mstep: Class 6 contains 1158 members 
Mstep: Class 7 contains 201062 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11821 members 
Mstep: Class 10 contains 147369 members 
Mstep: Class 11 contains 47672 members 
Mstep: Class 12 contains 5599 members 
Mstep: Class 13 contains 35906 members 
Mstep: Class 14 contains 49808 members 
Mstep: Class 15 contains 53971 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13784 members 
Mstep: Class 18 contains 35824 members 
Mstep: Class 19 contains 15451 members 
Mstep: Class 20 contains 27689 members 
Mstep: Class 21 contains 39536 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5554 members 
Mstep: Class 24 contains 2833 members 
Mstep: Class 25 contains 8651 members 
Mstep: Class 26 contains 5288 members 
Mstep: Class 27 contains 58880 members 
Mstep: Class 28 contains 8500 members 
Mstep: Class 29 contains 66580 members 
Mstep: Class 30 contains 741 members 
Entering Unmasked Estep 
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Iteration 110Q: 31 clusters Score -1.429429e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152643 members 
Mstep: Class 4 contains 4553 members 
Mstep: Class 5 contains 2078 members 
Mstep: Class 6 contains 1168 members 
Mstep: Class 7 contains 201067 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11825 members 
Mstep: Class 10 contains 147345 members 
Mstep: Class 11 contains 47655 members 
Mstep: Class 12 contains 5599 members 
Mstep: Class 13 contains 35908 members 
Mstep: Class 14 contains 49816 members 
Mstep: Class 15 contains 53959 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 13793 members 
Mstep: Class 18 contains 35825 members 
Mstep: Class 19 contains 15488 members 
Mstep: Class 20 contains 27663 members 
Mstep: Class 21 contains 39533 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5554 members 
Mstep: Class 24 contains 2829 members 
Mstep: Class 25 contains 8623 members 
Mstep: Class 26 contains 5289 members 
Mstep: Class 27 contains 58889 members 
Mstep: Class 28 contains 8496 members 
Mstep: Class 29 contains 66597 members 
Mstep: Class 30 contains 741 members 
Entering Unmasked Estep 
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Iteration 111Q: 31 clusters Score -1.429429e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152645 members 
Mstep: Class 4 contains 4563 members 
Mstep: Class 5 contains 2078 members 
Mstep: Class 6 contains 1183 members 
Mstep: Class 7 contains 201079 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11829 members 
Mstep: Class 10 contains 147311 members 
Mstep: Class 11 contains 47642 members 
Mstep: Class 12 contains 5598 members 
Mstep: Class 13 contains 35907 members 
Mstep: Class 14 contains 49824 members 
Mstep: Class 15 contains 53952 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 13801 members 
Mstep: Class 18 contains 35827 members 
Mstep: Class 19 contains 15530 members 
Mstep: Class 20 contains 27641 members 
Mstep: Class 21 contains 39532 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5553 members 
Mstep: Class 24 contains 2826 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 5292 members 
Mstep: Class 27 contains 58889 members 
Mstep: Class 28 contains 8487 members 
Mstep: Class 29 contains 66603 members 
Mstep: Class 30 contains 741 members 
Entering Unmasked Estep 
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Iteration 112Q: 31 clusters Score -1.429431e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152639 members 
Mstep: Class 4 contains 4573 members 
Mstep: Class 5 contains 2078 members 
Mstep: Class 6 contains 1193 members 
Mstep: Class 7 contains 201089 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11833 members 
Mstep: Class 10 contains 147280 members 
Mstep: Class 11 contains 47623 members 
Mstep: Class 12 contains 5596 members 
Mstep: Class 13 contains 35907 members 
Mstep: Class 14 contains 49834 members 
Mstep: Class 15 contains 53949 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 13807 members 
Mstep: Class 18 contains 35828 members 
Mstep: Class 19 contains 15576 members 
Mstep: Class 20 contains 27612 members 
Mstep: Class 21 contains 39531 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5555 members 
Mstep: Class 24 contains 2822 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 5293 members 
Mstep: Class 27 contains 58893 members 
Mstep: Class 28 contains 8476 members 
Mstep: Class 29 contains 66614 members 
Mstep: Class 30 contains 741 members 
Entering Unmasked Estep 
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Iteration 113Q: 31 clusters Score -1.42943e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152629 members 
Mstep: Class 4 contains 4582 members 
Mstep: Class 5 contains 2078 members 
Mstep: Class 6 contains 1205 members 
Mstep: Class 7 contains 201112 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11835 members 
Mstep: Class 10 contains 147259 members 
Mstep: Class 11 contains 47604 members 
Mstep: Class 12 contains 5596 members 
Mstep: Class 13 contains 35902 members 
Mstep: Class 14 contains 49838 members 
Mstep: Class 15 contains 53938 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 13811 members 
Mstep: Class 18 contains 35834 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 27587 members 
Mstep: Class 21 contains 39532 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5556 members 
Mstep: Class 24 contains 2819 members 
Mstep: Class 25 contains 8569 members 
Mstep: Class 26 contains 5295 members 
Mstep: Class 27 contains 58901 members 
Mstep: Class 28 contains 8468 members 
Mstep: Class 29 contains 66620 members 
Mstep: Class 30 contains 741 members 
Entering Unmasked Estep 
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Iteration 114Q: 31 clusters Score -1.42943e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152632 members 
Mstep: Class 4 contains 4590 members 
Mstep: Class 5 contains 2078 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 201101 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11843 members 
Mstep: Class 10 contains 147232 members 
Mstep: Class 11 contains 47583 members 
Mstep: Class 12 contains 5596 members 
Mstep: Class 13 contains 35903 members 
Mstep: Class 14 contains 49838 members 
Mstep: Class 15 contains 53925 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 13814 members 
Mstep: Class 18 contains 35836 members 
Mstep: Class 19 contains 15655 members 
Mstep: Class 20 contains 27574 members 
Mstep: Class 21 contains 39535 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5556 members 
Mstep: Class 24 contains 2816 members 
Mstep: Class 25 contains 8552 members 
Mstep: Class 26 contains 5296 members 
Mstep: Class 27 contains 58916 members 
Mstep: Class 28 contains 8461 members 
Mstep: Class 29 contains 66630 members 
Mstep: Class 30 contains 741 members 
Entering Unmasked Estep 
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Iteration 115Q: 31 clusters Score -1.42943e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152635 members 
Mstep: Class 4 contains 4600 members 
Mstep: Class 5 contains 2079 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 201122 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11843 members 
Mstep: Class 10 contains 147211 members 
Mstep: Class 11 contains 47569 members 
Mstep: Class 12 contains 5592 members 
Mstep: Class 13 contains 35898 members 
Mstep: Class 14 contains 49848 members 
Mstep: Class 15 contains 53911 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 13812 members 
Mstep: Class 18 contains 35839 members 
Mstep: Class 19 contains 15690 members 
Mstep: Class 20 contains 27552 members 
Mstep: Class 21 contains 39534 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 2814 members 
Mstep: Class 25 contains 8543 members 
Mstep: Class 26 contains 5296 members 
Mstep: Class 27 contains 58918 members 
Mstep: Class 28 contains 8455 members 
Mstep: Class 29 contains 66630 members 
Mstep: Class 30 contains 741 members 
Entering Unmasked Estep 
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Iteration 116Q: 31 clusters Score -1.42943e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152650 members 
Mstep: Class 4 contains 4605 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1238 members 
Mstep: Class 7 contains 201125 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11845 members 
Mstep: Class 10 contains 147186 members 
Mstep: Class 11 contains 47562 members 
Mstep: Class 12 contains 5590 members 
Mstep: Class 13 contains 35898 members 
Mstep: Class 14 contains 49856 members 
Mstep: Class 15 contains 53901 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 13816 members 
Mstep: Class 18 contains 35843 members 
Mstep: Class 19 contains 15712 members 
Mstep: Class 20 contains 27533 members 
Mstep: Class 21 contains 39532 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5556 members 
Mstep: Class 24 contains 2814 members 
Mstep: Class 25 contains 8530 members 
Mstep: Class 26 contains 5296 members 
Mstep: Class 27 contains 58923 members 
Mstep: Class 28 contains 8451 members 
Mstep: Class 29 contains 66640 members 
Mstep: Class 30 contains 741 members 
Entering Unmasked Estep 
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Iteration 117Q: 31 clusters Score -1.429429e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152667 members 
Mstep: Class 4 contains 4605 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1249 members 
Mstep: Class 7 contains 201129 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11852 members 
Mstep: Class 10 contains 147177 members 
Mstep: Class 11 contains 47553 members 
Mstep: Class 12 contains 5594 members 
Mstep: Class 13 contains 35892 members 
Mstep: Class 14 contains 49858 members 
Mstep: Class 15 contains 53883 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13821 members 
Mstep: Class 18 contains 35839 members 
Mstep: Class 19 contains 15739 members 
Mstep: Class 20 contains 27523 members 
Mstep: Class 21 contains 39530 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5553 members 
Mstep: Class 24 contains 2812 members 
Mstep: Class 25 contains 8516 members 
Mstep: Class 26 contains 5296 members 
Mstep: Class 27 contains 58921 members 
Mstep: Class 28 contains 8444 members 
Mstep: Class 29 contains 66648 members 
Mstep: Class 30 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942896.000000 Penalty: 103175.226562
Iteration 118Q: 31 clusters Score -1.429429e+08 nChanged 247
Entering ConstructFrom: 
Score: -142942896.000000 Penalty: 103175.226562
Entering ConstructFrom: 
Trying to split cluster 1 (43011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Entering Unmasked Estep 
Score: -5814723.000000 Penalty: 2645.964355
	Iteration 0F: 2 clusters Score -5814723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -5785687.500000 Penalty: 5291.928711
	Iteration 0F: 3 clusters Score -5785688 nChanged 19772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -5796664.000000 Penalty: 5291.928711
	Iteration 1F: 3 clusters Score -5796664 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -5797360.000000 Penalty: 5291.928711
	Iteration 2Q: 3 clusters Score -5797360 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -5798251.500000 Penalty: 5291.928711
	Iteration 3Q: 3 clusters Score -5798252 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -5799498.000000 Penalty: 5291.928711
	Iteration 4F: 3 clusters Score -5799498 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -5801259.500000 Penalty: 5291.928711
	Iteration 5F: 3 clusters Score -5801260 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -5803718.000000 Penalty: 5291.928711
	Iteration 6F: 3 clusters Score -5803718 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -5806807.500000 Penalty: 5291.928711
	Iteration 7F: 3 clusters Score -5806808 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -5809551.000000 Penalty: 5291.928711
	Iteration 8F: 3 clusters Score -5809551 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -5811177.000000 Penalty: 5291.928711
	Iteration 9Q: 3 clusters Score -5811177 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -5811864.000000 Penalty: 5291.928711
	Iteration 10Q: 3 clusters Score -5811864 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -5812137.500000 Penalty: 5291.928711
	Iteration 11Q: 3 clusters Score -5812138 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -5812274.000000 Penalty: 5291.928711
	Iteration 12Q: 3 clusters Score -5812274 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -5812352.000000 Penalty: 5291.928711
	Iteration 13Q: 3 clusters Score -5812352 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -5812388.500000 Penalty: 5291.928711
	Iteration 14Q: 3 clusters Score -5812388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -5812405.500000 Penalty: 5291.928711
	Iteration 15Q: 3 clusters Score -5812406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -5812412.500000 Penalty: 5291.928711
	Iteration 16Q: 3 clusters Score -5812412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -5812423.500000 Penalty: 5291.928711
	Iteration 17Q: 3 clusters Score -5812424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -5812420.000000 Penalty: 5291.928711
	Iteration 18Q: 3 clusters Score -5812420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -5812423.000000 Penalty: 5291.928711
	Iteration 19Q: 3 clusters Score -5812423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -5812428.500000 Penalty: 5291.928711
	Iteration 20F: 3 clusters Score -5812428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -5812432.500000 Penalty: 5291.928711
	Iteration 21Q: 3 clusters Score -5812432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -5812432.500000 Penalty: 5291.928711
	Iteration 22Q: 3 clusters Score -5812432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -5812432.500000 Penalty: 5291.928711
	Iteration 23F: 3 clusters Score -5812432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -101949.078125 Penalty: 1649.269165
	Iteration 0F: 2 clusters Score -101949.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -100200.695312 Penalty: 3298.538330
	Iteration 0F: 3 clusters Score -100200.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -100465.984375 Penalty: 3298.538330
	Iteration 1F: 3 clusters Score -100466 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -100536.796875 Penalty: 3298.538330
	Iteration 2F: 3 clusters Score -100536.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -100577.609375 Penalty: 3298.538330
	Iteration 3Q: 3 clusters Score -100577.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -100592.070312 Penalty: 3298.538330
	Iteration 4Q: 3 clusters Score -100592.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -100614.421875 Penalty: 3298.538330
	Iteration 5Q: 3 clusters Score -100614.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -100633.734375 Penalty: 3298.538330
	Iteration 6Q: 3 clusters Score -100633.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -100639.132812 Penalty: 3298.538330
	Iteration 7Q: 3 clusters Score -100639.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -100643.679688 Penalty: 3298.538330
	Iteration 8Q: 3 clusters Score -100643.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -100648.929688 Penalty: 3298.538330
	Iteration 9Q: 3 clusters Score -100648.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -100655.007812 Penalty: 3298.538330
	Iteration 10Q: 3 clusters Score -100655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -100657.593750 Penalty: 3298.538330
	Iteration 11Q: 3 clusters Score -100657.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -100661.476562 Penalty: 3298.538330
	Iteration 12Q: 3 clusters Score -100661.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -100664.109375 Penalty: 3298.538330
	Iteration 13Q: 3 clusters Score -100664.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -100665.117188 Penalty: 3298.538330
	Iteration 14Q: 3 clusters Score -100665.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -100665.890625 Penalty: 3298.538330
	Iteration 15Q: 3 clusters Score -100665.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -100671.531250 Penalty: 3298.538330
	Iteration 16Q: 3 clusters Score -100671.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -100681.796875 Penalty: 3298.538330
	Iteration 17Q: 3 clusters Score -100681.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -100687.148438 Penalty: 3298.538330
	Iteration 18Q: 3 clusters Score -100687.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -100688.695312 Penalty: 3298.538330
	Iteration 19Q: 3 clusters Score -100688.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -100692.703125 Penalty: 3298.538330
	Iteration 20F: 3 clusters Score -100692.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -100695.835938 Penalty: 3298.538330
	Iteration 21Q: 3 clusters Score -100695.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -100697.468750 Penalty: 3298.538330
	Iteration 22Q: 3 clusters Score -100697.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -100700.625000 Penalty: 3298.538330
	Iteration 23Q: 3 clusters Score -100700.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -100700.812500 Penalty: 3298.538330
	Iteration 24Q: 3 clusters Score -100700.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -100700.812500 Penalty: 3298.538330
	Iteration 25F: 3 clusters Score -100700.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (152674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152674 members 
Entering Unmasked Estep 
Score: -21258042.000000 Penalty: 2960.142822
	Iteration 0F: 2 clusters Score -2.125804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76443 members 
Mstep: Class 2 contains 76231 members 
Entering Unmasked Estep 
Score: -21162232.000000 Penalty: 5920.285645
	Iteration 0F: 3 clusters Score -2.116223e+07 nChanged 73248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76883 members 
Mstep: Class 2 contains 75791 members 
Entering Unmasked Estep 
Score: -21204838.000000 Penalty: 5920.285645
	Iteration 1F: 3 clusters Score -2.120484e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76997 members 
Mstep: Class 2 contains 75677 members 
Entering Unmasked Estep 
Score: -21205884.000000 Penalty: 5920.285645
	Iteration 2Q: 3 clusters Score -2.120588e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77113 members 
Mstep: Class 2 contains 75561 members 
Entering Unmasked Estep 
Score: -21206918.000000 Penalty: 5920.285645
	Iteration 3Q: 3 clusters Score -2.120692e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77160 members 
Mstep: Class 2 contains 75514 members 
Entering Unmasked Estep 
Score: -21208352.000000 Penalty: 5920.285645
	Iteration 4Q: 3 clusters Score -2.120835e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77321 members 
Mstep: Class 2 contains 75353 members 
Entering Unmasked Estep 
Score: -21210544.000000 Penalty: 5920.285645
	Iteration 5Q: 3 clusters Score -2.121054e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77582 members 
Mstep: Class 2 contains 75092 members 
Entering Unmasked Estep 
Score: -21213506.000000 Penalty: 5920.285645
	Iteration 6Q: 3 clusters Score -2.121351e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77906 members 
Mstep: Class 2 contains 74768 members 
Entering Unmasked Estep 
Score: -21217556.000000 Penalty: 5920.285645
	Iteration 7F: 3 clusters Score -2.121756e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78245 members 
Mstep: Class 2 contains 74429 members 
Entering Unmasked Estep 
Score: -21223184.000000 Penalty: 5920.285645
	Iteration 8F: 3 clusters Score -2.122318e+07 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78629 members 
Mstep: Class 2 contains 74045 members 
Entering Unmasked Estep 
Score: -21230050.000000 Penalty: 5920.285645
	Iteration 9F: 3 clusters Score -2.123005e+07 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78822 members 
Mstep: Class 2 contains 73852 members 
Entering Unmasked Estep 
Score: -21235966.000000 Penalty: 5920.285645
	Iteration 10F: 3 clusters Score -2.123597e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78913 members 
Mstep: Class 2 contains 73761 members 
Entering Unmasked Estep 
Score: -21239182.000000 Penalty: 5920.285645
	Iteration 11Q: 3 clusters Score -2.123918e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78938 members 
Mstep: Class 2 contains 73736 members 
Entering Unmasked Estep 
Score: -21240200.000000 Penalty: 5920.285645
	Iteration 12Q: 3 clusters Score -2.12402e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78835 members 
Mstep: Class 2 contains 73839 members 
Entering Unmasked Estep 
Score: -21240726.000000 Penalty: 5920.285645
	Iteration 13Q: 3 clusters Score -2.124073e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78755 members 
Mstep: Class 2 contains 73919 members 
Entering Unmasked Estep 
Score: -21241006.000000 Penalty: 5920.285645
	Iteration 14Q: 3 clusters Score -2.124101e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78710 members 
Mstep: Class 2 contains 73964 members 
Entering Unmasked Estep 
Score: -21241188.000000 Penalty: 5920.285645
	Iteration 15Q: 3 clusters Score -2.124119e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78620 members 
Mstep: Class 2 contains 74054 members 
Entering Unmasked Estep 
Score: -21241358.000000 Penalty: 5920.285645
	Iteration 16Q: 3 clusters Score -2.124136e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78508 members 
Mstep: Class 2 contains 74166 members 
Entering Unmasked Estep 
Score: -21241598.000000 Penalty: 5920.285645
	Iteration 17Q: 3 clusters Score -2.12416e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78330 members 
Mstep: Class 2 contains 74344 members 
Entering Unmasked Estep 
Score: -21242012.000000 Penalty: 5920.285645
	Iteration 18Q: 3 clusters Score -2.124201e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78156 members 
Mstep: Class 2 contains 74518 members 
Entering Unmasked Estep 
Score: -21242330.000000 Penalty: 5920.285645
	Iteration 19Q: 3 clusters Score -2.124233e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77931 members 
Mstep: Class 2 contains 74743 members 
Entering Unmasked Estep 
Score: -21242578.000000 Penalty: 5920.285645
	Iteration 20F: 3 clusters Score -2.124258e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77589 members 
Mstep: Class 2 contains 75085 members 
Entering Unmasked Estep 
Score: -21242850.000000 Penalty: 5920.285645
	Iteration 21Q: 3 clusters Score -2.124285e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77130 members 
Mstep: Class 2 contains 75544 members 
Entering Unmasked Estep 
Score: -21243072.000000 Penalty: 5920.285645
	Iteration 22Q: 3 clusters Score -2.124307e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76635 members 
Mstep: Class 2 contains 76039 members 
Entering Unmasked Estep 
Score: -21243284.000000 Penalty: 5920.285645
	Iteration 23Q: 3 clusters Score -2.124328e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76090 members 
Mstep: Class 2 contains 76584 members 
Entering Unmasked Estep 
Score: -21243562.000000 Penalty: 5920.285645
	Iteration 24Q: 3 clusters Score -2.124356e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75513 members 
Mstep: Class 2 contains 77161 members 
Entering Unmasked Estep 
Score: -21243886.000000 Penalty: 5920.285645
	Iteration 25Q: 3 clusters Score -2.124389e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 77747 members 
Entering Unmasked Estep 
Score: -21244138.000000 Penalty: 5920.285645
	Iteration 26Q: 3 clusters Score -2.124414e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74284 members 
Mstep: Class 2 contains 78390 members 
Entering Unmasked Estep 
Score: -21244496.000000 Penalty: 5920.285645
	Iteration 27Q: 3 clusters Score -2.12445e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73639 members 
Mstep: Class 2 contains 79035 members 
Entering Unmasked Estep 
Score: -21244720.000000 Penalty: 5920.285645
	Iteration 28Q: 3 clusters Score -2.124472e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72972 members 
Mstep: Class 2 contains 79702 members 
Entering Unmasked Estep 
Score: -21245006.000000 Penalty: 5920.285645
	Iteration 29Q: 3 clusters Score -2.124501e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72282 members 
Mstep: Class 2 contains 80392 members 
Entering Unmasked Estep 
Score: -21245164.000000 Penalty: 5920.285645
	Iteration 30Q: 3 clusters Score -2.124516e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71510 members 
Mstep: Class 2 contains 81164 members 
Entering Unmasked Estep 
Score: -21245452.000000 Penalty: 5920.285645
	Iteration 31Q: 3 clusters Score -2.124545e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70702 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -21245742.000000 Penalty: 5920.285645
	Iteration 32Q: 3 clusters Score -2.124574e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69833 members 
Mstep: Class 2 contains 82841 members 
Entering Unmasked Estep 
Score: -21246072.000000 Penalty: 5920.285645
	Iteration 33Q: 3 clusters Score -2.124607e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68935 members 
Mstep: Class 2 contains 83739 members 
Entering Unmasked Estep 
Score: -21246520.000000 Penalty: 5920.285645
	Iteration 34Q: 3 clusters Score -2.124652e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68036 members 
Mstep: Class 2 contains 84638 members 
Entering Unmasked Estep 
Score: -21246868.000000 Penalty: 5920.285645
	Iteration 35Q: 3 clusters Score -2.124687e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67087 members 
Mstep: Class 2 contains 85587 members 
Entering Unmasked Estep 
Score: -21247166.000000 Penalty: 5920.285645
	Iteration 36Q: 3 clusters Score -2.124717e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66028 members 
Mstep: Class 2 contains 86646 members 
Entering Unmasked Estep 
Score: -21247468.000000 Penalty: 5920.285645
	Iteration 37Q: 3 clusters Score -2.124747e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64938 members 
Mstep: Class 2 contains 87736 members 
Entering Unmasked Estep 
Score: -21247844.000000 Penalty: 5920.285645
	Iteration 38Q: 3 clusters Score -2.124784e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63893 members 
Mstep: Class 2 contains 88781 members 
Entering Unmasked Estep 
Score: -21248066.000000 Penalty: 5920.285645
	Iteration 39Q: 3 clusters Score -2.124807e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62842 members 
Mstep: Class 2 contains 89832 members 
Entering Unmasked Estep 
Score: -21248234.000000 Penalty: 5920.285645
	Iteration 40F: 3 clusters Score -2.124823e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61834 members 
Mstep: Class 2 contains 90840 members 
Entering Unmasked Estep 
Score: -21248446.000000 Penalty: 5920.285645
	Iteration 41Q: 3 clusters Score -2.124845e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60832 members 
Mstep: Class 2 contains 91842 members 
Entering Unmasked Estep 
Score: -21248614.000000 Penalty: 5920.285645
	Iteration 42Q: 3 clusters Score -2.124861e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59849 members 
Mstep: Class 2 contains 92825 members 
Entering Unmasked Estep 
Score: -21248796.000000 Penalty: 5920.285645
	Iteration 43Q: 3 clusters Score -2.12488e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58871 members 
Mstep: Class 2 contains 93803 members 
Entering Unmasked Estep 
Score: -21248944.000000 Penalty: 5920.285645
	Iteration 44Q: 3 clusters Score -2.124894e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57794 members 
Mstep: Class 2 contains 94880 members 
Entering Unmasked Estep 
Score: -21249160.000000 Penalty: 5920.285645
	Iteration 45Q: 3 clusters Score -2.124916e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 95907 members 
Entering Unmasked Estep 
Score: -21249292.000000 Penalty: 5920.285645
	Iteration 46Q: 3 clusters Score -2.124929e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 96995 members 
Entering Unmasked Estep 
Score: -21249466.000000 Penalty: 5920.285645
	Iteration 47Q: 3 clusters Score -2.124947e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 98161 members 
Entering Unmasked Estep 
Score: -21249604.000000 Penalty: 5920.285645
	Iteration 48Q: 3 clusters Score -2.12496e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53272 members 
Mstep: Class 2 contains 99402 members 
Entering Unmasked Estep 
Score: -21249762.000000 Penalty: 5920.285645
	Iteration 49Q: 3 clusters Score -2.124976e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51888 members 
Mstep: Class 2 contains 100786 members 
Entering Unmasked Estep 
Score: -21249912.000000 Penalty: 5920.285645
	Iteration 50Q: 3 clusters Score -2.124991e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 102375 members 
Entering Unmasked Estep 
Score: -21250178.000000 Penalty: 5920.285645
	Iteration 51Q: 3 clusters Score -2.125018e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 104088 members 
Entering Unmasked Estep 
Score: -21250430.000000 Penalty: 5920.285645
	Iteration 52Q: 3 clusters Score -2.125043e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46669 members 
Mstep: Class 2 contains 106005 members 
Entering Unmasked Estep 
Score: -21250752.000000 Penalty: 5920.285645
	Iteration 53Q: 3 clusters Score -2.125075e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 108167 members 
Entering Unmasked Estep 
Score: -21251038.000000 Penalty: 5920.285645
	Iteration 54Q: 3 clusters Score -2.125104e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 110469 members 
Entering Unmasked Estep 
Score: -21251460.000000 Penalty: 5920.285645
	Iteration 55Q: 3 clusters Score -2.125146e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 113058 members 
Entering Unmasked Estep 
Score: -21251896.000000 Penalty: 5920.285645
	Iteration 56Q: 3 clusters Score -2.12519e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 115729 members 
Entering Unmasked Estep 
Score: -21252302.000000 Penalty: 5920.285645
	Iteration 57Q: 3 clusters Score -2.12523e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 118453 members 
Entering Unmasked Estep 
Score: -21252620.000000 Penalty: 5920.285645
	Iteration 58Q: 3 clusters Score -2.125262e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 121161 members 
Entering Unmasked Estep 
Score: -21252952.000000 Penalty: 5920.285645
	Iteration 59Q: 3 clusters Score -2.125295e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 123820 members 
Entering Unmasked Estep 
Score: -21253300.000000 Penalty: 5920.285645
	Iteration 60F: 3 clusters Score -2.12533e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 126398 members 
Entering Unmasked Estep 
Score: -21253582.000000 Penalty: 5920.285645
	Iteration 61Q: 3 clusters Score -2.125358e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 128871 members 
Entering Unmasked Estep 
Score: -21253804.000000 Penalty: 5920.285645
	Iteration 62Q: 3 clusters Score -2.12538e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 131229 members 
Entering Unmasked Estep 
Score: -21254090.000000 Penalty: 5920.285645
	Iteration 63Q: 3 clusters Score -2.125409e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 133396 members 
Entering Unmasked Estep 
Score: -21254310.000000 Penalty: 5920.285645
	Iteration 64Q: 3 clusters Score -2.125431e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 135426 members 
Entering Unmasked Estep 
Score: -21254460.000000 Penalty: 5920.285645
	Iteration 65Q: 3 clusters Score -2.125446e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 137265 members 
Entering Unmasked Estep 
Score: -21254630.000000 Penalty: 5920.285645
	Iteration 66Q: 3 clusters Score -2.125463e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 138931 members 
Entering Unmasked Estep 
Score: -21254874.000000 Penalty: 5920.285645
	Iteration 67Q: 3 clusters Score -2.125487e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 140461 members 
Entering Unmasked Estep 
Score: -21255060.000000 Penalty: 5920.285645
	Iteration 68Q: 3 clusters Score -2.125506e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 141884 members 
Entering Unmasked Estep 
Score: -21255176.000000 Penalty: 5920.285645
	Iteration 69Q: 3 clusters Score -2.125518e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 143132 members 
Entering Unmasked Estep 
Score: -21255322.000000 Penalty: 5920.285645
	Iteration 70Q: 3 clusters Score -2.125532e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 144310 members 
Entering Unmasked Estep 
Score: -21255600.000000 Penalty: 5920.285645
	Iteration 71Q: 3 clusters Score -2.12556e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 145344 members 
Entering Unmasked Estep 
Score: -21255766.000000 Penalty: 5920.285645
	Iteration 72Q: 3 clusters Score -2.125577e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 146225 members 
Entering Unmasked Estep 
Score: -21255816.000000 Penalty: 5920.285645
	Iteration 73Q: 3 clusters Score -2.125582e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 146984 members 
Entering Unmasked Estep 
Score: -21255966.000000 Penalty: 5920.285645
	Iteration 74Q: 3 clusters Score -2.125597e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 147625 members 
Entering Unmasked Estep 
Score: -21256022.000000 Penalty: 5920.285645
	Iteration 75Q: 3 clusters Score -2.125602e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 148165 members 
Entering Unmasked Estep 
Score: -21256116.000000 Penalty: 5920.285645
	Iteration 76Q: 3 clusters Score -2.125612e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 148643 members 
Entering Unmasked Estep 
Score: -21256108.000000 Penalty: 5920.285645
	Iteration 77Q: 3 clusters Score -2.125611e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 149046 members 
Entering Unmasked Estep 
Score: -21256118.000000 Penalty: 5920.285645
	Iteration 78Q: 3 clusters Score -2.125612e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 149357 members 
Entering Unmasked Estep 
Score: -21256160.000000 Penalty: 5920.285645
	Iteration 79Q: 3 clusters Score -2.125616e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 149624 members 
Entering Unmasked Estep 
Score: -21256250.000000 Penalty: 5920.285645
	Iteration 80F: 3 clusters Score -2.125625e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 149855 members 
Entering Unmasked Estep 
Score: -21256262.000000 Penalty: 5920.285645
	Iteration 81Q: 3 clusters Score -2.125626e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 150046 members 
Entering Unmasked Estep 
Score: -21256274.000000 Penalty: 5920.285645
	Iteration 82Q: 3 clusters Score -2.125627e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 150209 members 
Entering Unmasked Estep 
Score: -21256266.000000 Penalty: 5920.285645
	Iteration 83Q: 3 clusters Score -2.125627e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 150331 members 
Entering Unmasked Estep 
Score: -21256296.000000 Penalty: 5920.285645
	Iteration 84Q: 3 clusters Score -2.12563e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 150434 members 
Entering Unmasked Estep 
Score: -21256314.000000 Penalty: 5920.285645
	Iteration 85Q: 3 clusters Score -2.125631e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 150530 members 
Entering Unmasked Estep 
Score: -21256292.000000 Penalty: 5920.285645
	Iteration 86Q: 3 clusters Score -2.125629e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 150588 members 
Entering Unmasked Estep 
Score: -21256260.000000 Penalty: 5920.285645
	Iteration 87Q: 3 clusters Score -2.125626e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 150632 members 
Entering Unmasked Estep 
Score: -21256232.000000 Penalty: 5920.285645
	Iteration 88Q: 3 clusters Score -2.125623e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 150671 members 
Entering Unmasked Estep 
Score: -21256214.000000 Penalty: 5920.285645
	Iteration 89Q: 3 clusters Score -2.125621e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 150707 members 
Entering Unmasked Estep 
Score: -21256200.000000 Penalty: 5920.285645
	Iteration 90Q: 3 clusters Score -2.12562e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 150740 members 
Entering Unmasked Estep 
Score: -21256228.000000 Penalty: 5920.285645
	Iteration 91Q: 3 clusters Score -2.125623e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 150766 members 
Entering Unmasked Estep 
Score: -21256214.000000 Penalty: 5920.285645
	Iteration 92Q: 3 clusters Score -2.125621e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 150798 members 
Entering Unmasked Estep 
Score: -21256212.000000 Penalty: 5920.285645
	Iteration 93Q: 3 clusters Score -2.125621e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 150825 members 
Entering Unmasked Estep 
Score: -21256184.000000 Penalty: 5920.285645
	Iteration 94Q: 3 clusters Score -2.125618e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 150842 members 
Entering Unmasked Estep 
Score: -21256196.000000 Penalty: 5920.285645
	Iteration 95Q: 3 clusters Score -2.12562e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 150855 members 
Entering Unmasked Estep 
Score: -21256166.000000 Penalty: 5920.285645
	Iteration 96Q: 3 clusters Score -2.125617e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 150866 members 
Entering Unmasked Estep 
Score: -21256166.000000 Penalty: 5920.285645
	Iteration 97Q: 3 clusters Score -2.125617e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 150880 members 
Entering Unmasked Estep 
Score: -21256174.000000 Penalty: 5920.285645
	Iteration 98Q: 3 clusters Score -2.125617e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 150898 members 
Entering Unmasked Estep 
Score: -21256194.000000 Penalty: 5920.285645
	Iteration 99Q: 3 clusters Score -2.125619e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 150914 members 
Entering Unmasked Estep 
Score: -21256210.000000 Penalty: 5920.285645
	Iteration 100F: 3 clusters Score -2.125621e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 150930 members 
Entering Unmasked Estep 
Score: -21256214.000000 Penalty: 5920.285645
	Iteration 101Q: 3 clusters Score -2.125621e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 150950 members 
Entering Unmasked Estep 
Score: -21256200.000000 Penalty: 5920.285645
	Iteration 102Q: 3 clusters Score -2.12562e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 150968 members 
Entering Unmasked Estep 
Score: -21256212.000000 Penalty: 5920.285645
	Iteration 103Q: 3 clusters Score -2.125621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 150981 members 
Entering Unmasked Estep 
Score: -21256216.000000 Penalty: 5920.285645
	Iteration 104Q: 3 clusters Score -2.125622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 150992 members 
Entering Unmasked Estep 
Score: -21256236.000000 Penalty: 5920.285645
	Iteration 105Q: 3 clusters Score -2.125624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 151000 members 
Entering Unmasked Estep 
Score: -21256234.000000 Penalty: 5920.285645
	Iteration 106Q: 3 clusters Score -2.125623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 151006 members 
Entering Unmasked Estep 
Score: -21256234.000000 Penalty: 5920.285645
	Iteration 107Q: 3 clusters Score -2.125623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 151010 members 
Entering Unmasked Estep 
Score: -21256240.000000 Penalty: 5920.285645
	Iteration 108Q: 3 clusters Score -2.125624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 151016 members 
Entering Unmasked Estep 
Score: -21256240.000000 Penalty: 5920.285645
	Iteration 109Q: 3 clusters Score -2.125624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 151022 members 
Entering Unmasked Estep 
Score: -21256240.000000 Penalty: 5920.285645
	Iteration 110Q: 3 clusters Score -2.125624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 151024 members 
Entering Unmasked Estep 
Score: -21256226.000000 Penalty: 5920.285645
	Iteration 111Q: 3 clusters Score -2.125623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 151029 members 
Entering Unmasked Estep 
Score: -21256210.000000 Penalty: 5920.285645
	Iteration 112Q: 3 clusters Score -2.125621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 151036 members 
Entering Unmasked Estep 
Score: -21256214.000000 Penalty: 5920.285645
	Iteration 113Q: 3 clusters Score -2.125621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 151041 members 
Entering Unmasked Estep 
Score: -21256216.000000 Penalty: 5920.285645
	Iteration 114Q: 3 clusters Score -2.125622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 151047 members 
Entering Unmasked Estep 
Score: -21256204.000000 Penalty: 5920.285645
	Iteration 115Q: 3 clusters Score -2.12562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 151059 members 
Entering Unmasked Estep 
Score: -21256236.000000 Penalty: 5920.285645
	Iteration 116Q: 3 clusters Score -2.125624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 151066 members 
Entering Unmasked Estep 
Score: -21256238.000000 Penalty: 5920.285645
	Iteration 117Q: 3 clusters Score -2.125624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 151080 members 
Entering Unmasked Estep 
Score: -21256234.000000 Penalty: 5920.285645
	Iteration 118Q: 3 clusters Score -2.125623e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 151096 members 
Entering Unmasked Estep 
Score: -21256234.000000 Penalty: 5920.285645
	Iteration 119Q: 3 clusters Score -2.125623e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 151110 members 
Entering Unmasked Estep 
Score: -21256230.000000 Penalty: 5920.285645
	Iteration 120F: 3 clusters Score -2.125623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 151117 members 
Entering Unmasked Estep 
Score: -21256226.000000 Penalty: 5920.285645
	Iteration 121Q: 3 clusters Score -2.125623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 151126 members 
Entering Unmasked Estep 
Score: -21256216.000000 Penalty: 5920.285645
	Iteration 122Q: 3 clusters Score -2.125622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 151130 members 
Entering Unmasked Estep 
Score: -21256220.000000 Penalty: 5920.285645
	Iteration 123Q: 3 clusters Score -2.125622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 151132 members 
Entering Unmasked Estep 
Score: -21256224.000000 Penalty: 5920.285645
	Iteration 124Q: 3 clusters Score -2.125622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 151133 members 
Entering Unmasked Estep 
Score: -21256228.000000 Penalty: 5920.285645
	Iteration 125Q: 3 clusters Score -2.125623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 151134 members 
Entering Unmasked Estep 
Score: -21256226.000000 Penalty: 5920.285645
	Iteration 126Q: 3 clusters Score -2.125623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 151135 members 
Entering Unmasked Estep 
Score: -21256228.000000 Penalty: 5920.285645
	Iteration 127Q: 3 clusters Score -2.125623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 151135 members 
Entering Unmasked Estep 
Score: -21256228.000000 Penalty: 5920.285645
	Iteration 128F: 3 clusters Score -2.125623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Entering Unmasked Estep 
Score: -633195.375000 Penalty: 2091.854736
	Iteration 0F: 2 clusters Score -633195.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -628955.437500 Penalty: 4183.709473
	Iteration 0F: 3 clusters Score -628955.4 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -630048.375000 Penalty: 4183.709473
	Iteration 1F: 3 clusters Score -630048.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -630288.125000 Penalty: 4183.709473
	Iteration 2F: 3 clusters Score -630288.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -630449.937500 Penalty: 4183.709473
	Iteration 3F: 3 clusters Score -630449.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -630574.812500 Penalty: 4183.709473
	Iteration 4Q: 3 clusters Score -630574.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -630668.562500 Penalty: 4183.709473
	Iteration 5Q: 3 clusters Score -630668.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -630751.625000 Penalty: 4183.709473
	Iteration 6Q: 3 clusters Score -630751.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -630819.875000 Penalty: 4183.709473
	Iteration 7Q: 3 clusters Score -630819.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -630892.750000 Penalty: 4183.709473
	Iteration 8Q: 3 clusters Score -630892.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -630953.437500 Penalty: 4183.709473
	Iteration 9Q: 3 clusters Score -630953.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -631002.875000 Penalty: 4183.709473
	Iteration 10Q: 3 clusters Score -631002.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -631036.312500 Penalty: 4183.709473
	Iteration 11Q: 3 clusters Score -631036.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -631062.062500 Penalty: 4183.709473
	Iteration 12Q: 3 clusters Score -631062.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -631085.687500 Penalty: 4183.709473
	Iteration 13Q: 3 clusters Score -631085.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -631110.437500 Penalty: 4183.709473
	Iteration 14Q: 3 clusters Score -631110.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -631130.250000 Penalty: 4183.709473
	Iteration 15Q: 3 clusters Score -631130.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -631152.437500 Penalty: 4183.709473
	Iteration 16Q: 3 clusters Score -631152.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -631178.937500 Penalty: 4183.709473
	Iteration 17Q: 3 clusters Score -631178.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -631204.937500 Penalty: 4183.709473
	Iteration 18Q: 3 clusters Score -631204.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -631243.500000 Penalty: 4183.709473
	Iteration 19Q: 3 clusters Score -631243.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -631277.875000 Penalty: 4183.709473
	Iteration 20F: 3 clusters Score -631277.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -631310.875000 Penalty: 4183.709473
	Iteration 21Q: 3 clusters Score -631310.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -631348.250000 Penalty: 4183.709473
	Iteration 22Q: 3 clusters Score -631348.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -631388.625000 Penalty: 4183.709473
	Iteration 23Q: 3 clusters Score -631388.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -631429.187500 Penalty: 4183.709473
	Iteration 24Q: 3 clusters Score -631429.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -631463.812500 Penalty: 4183.709473
	Iteration 25Q: 3 clusters Score -631463.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -631494.125000 Penalty: 4183.709473
	Iteration 26Q: 3 clusters Score -631494.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -631523.625000 Penalty: 4183.709473
	Iteration 27Q: 3 clusters Score -631523.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -631550.187500 Penalty: 4183.709473
	Iteration 28Q: 3 clusters Score -631550.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -631576.812500 Penalty: 4183.709473
	Iteration 29Q: 3 clusters Score -631576.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -631599.062500 Penalty: 4183.709473
	Iteration 30Q: 3 clusters Score -631599.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -631625.750000 Penalty: 4183.709473
	Iteration 31Q: 3 clusters Score -631625.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -631642.062500 Penalty: 4183.709473
	Iteration 32Q: 3 clusters Score -631642.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -631654.750000 Penalty: 4183.709473
	Iteration 33Q: 3 clusters Score -631654.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -631665.250000 Penalty: 4183.709473
	Iteration 34Q: 3 clusters Score -631665.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -631676.687500 Penalty: 4183.709473
	Iteration 35Q: 3 clusters Score -631676.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -631687.750000 Penalty: 4183.709473
	Iteration 36Q: 3 clusters Score -631687.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -631697.812500 Penalty: 4183.709473
	Iteration 37Q: 3 clusters Score -631697.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -631705.375000 Penalty: 4183.709473
	Iteration 38Q: 3 clusters Score -631705.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -631712.312500 Penalty: 4183.709473
	Iteration 39Q: 3 clusters Score -631712.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -631720.562500 Penalty: 4183.709473
	Iteration 40F: 3 clusters Score -631720.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -631727.500000 Penalty: 4183.709473
	Iteration 41Q: 3 clusters Score -631727.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -631734.625000 Penalty: 4183.709473
	Iteration 42Q: 3 clusters Score -631734.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -631739.750000 Penalty: 4183.709473
	Iteration 43Q: 3 clusters Score -631739.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -631748.250000 Penalty: 4183.709473
	Iteration 44Q: 3 clusters Score -631748.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -631752.500000 Penalty: 4183.709473
	Iteration 45Q: 3 clusters Score -631752.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -631756.562500 Penalty: 4183.709473
	Iteration 46Q: 3 clusters Score -631756.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -631760.625000 Penalty: 4183.709473
	Iteration 47Q: 3 clusters Score -631760.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -631763.312500 Penalty: 4183.709473
	Iteration 48Q: 3 clusters Score -631763.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -631765.437500 Penalty: 4183.709473
	Iteration 49Q: 3 clusters Score -631765.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -631768.062500 Penalty: 4183.709473
	Iteration 50Q: 3 clusters Score -631768.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -631770.000000 Penalty: 4183.709473
	Iteration 51Q: 3 clusters Score -631770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -631772.187500 Penalty: 4183.709473
	Iteration 52Q: 3 clusters Score -631772.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -631771.937500 Penalty: 4183.709473
	Iteration 53Q: 3 clusters Score -631771.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -631772.562500 Penalty: 4183.709473
	Iteration 54Q: 3 clusters Score -631772.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -631773.125000 Penalty: 4183.709473
	Iteration 55Q: 3 clusters Score -631773.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -631774.000000 Penalty: 4183.709473
	Iteration 56Q: 3 clusters Score -631774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -631773.750000 Penalty: 4183.709473
	Iteration 57Q: 3 clusters Score -631773.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -631774.687500 Penalty: 4183.709473
	Iteration 58Q: 3 clusters Score -631774.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -631775.062500 Penalty: 4183.709473
	Iteration 59Q: 3 clusters Score -631775.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -631775.062500 Penalty: 4183.709473
	Iteration 60F: 3 clusters Score -631775.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Entering Unmasked Estep 
Score: -272757.968750 Penalty: 1894.750610
	Iteration 0F: 2 clusters Score -272758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -270057.031250 Penalty: 3789.501221
	Iteration 0F: 3 clusters Score -270057 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -270575.968750 Penalty: 3789.501221
	Iteration 1F: 3 clusters Score -270576 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -270715.343750 Penalty: 3789.501221
	Iteration 2F: 3 clusters Score -270715.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -270781.468750 Penalty: 3789.501221
	Iteration 3Q: 3 clusters Score -270781.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -270811.468750 Penalty: 3789.501221
	Iteration 4Q: 3 clusters Score -270811.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -270822.687500 Penalty: 3789.501221
	Iteration 5Q: 3 clusters Score -270822.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -270834.437500 Penalty: 3789.501221
	Iteration 6Q: 3 clusters Score -270834.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -270855.812500 Penalty: 3789.501221
	Iteration 7Q: 3 clusters Score -270855.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -270869.656250 Penalty: 3789.501221
	Iteration 8Q: 3 clusters Score -270869.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -270881.093750 Penalty: 3789.501221
	Iteration 9Q: 3 clusters Score -270881.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -270898.656250 Penalty: 3789.501221
	Iteration 10Q: 3 clusters Score -270898.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -270927.343750 Penalty: 3789.501221
	Iteration 11Q: 3 clusters Score -270927.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -270946.250000 Penalty: 3789.501221
	Iteration 12Q: 3 clusters Score -270946.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -270962.687500 Penalty: 3789.501221
	Iteration 13Q: 3 clusters Score -270962.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -270971.593750 Penalty: 3789.501221
	Iteration 14Q: 3 clusters Score -270971.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -270978.093750 Penalty: 3789.501221
	Iteration 15Q: 3 clusters Score -270978.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -270982.718750 Penalty: 3789.501221
	Iteration 16Q: 3 clusters Score -270982.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -270988.406250 Penalty: 3789.501221
	Iteration 17Q: 3 clusters Score -270988.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -270991.375000 Penalty: 3789.501221
	Iteration 18Q: 3 clusters Score -270991.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -270994.406250 Penalty: 3789.501221
	Iteration 19Q: 3 clusters Score -270994.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -270997.000000 Penalty: 3789.501221
	Iteration 20F: 3 clusters Score -270997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -270997.687500 Penalty: 3789.501221
	Iteration 21Q: 3 clusters Score -270997.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -270997.687500 Penalty: 3789.501221
	Iteration 22F: 3 clusters Score -270997.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Entering Unmasked Estep 
Score: -169233.703125 Penalty: 1770.045044
	Iteration 0F: 2 clusters Score -169233.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -167112.968750 Penalty: 3540.090088
	Iteration 0F: 3 clusters Score -167113 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -167455.578125 Penalty: 3540.090088
	Iteration 1F: 3 clusters Score -167455.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -167576.015625 Penalty: 3540.090088
	Iteration 2F: 3 clusters Score -167576 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -167693.250000 Penalty: 3540.090088
	Iteration 3Q: 3 clusters Score -167693.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -167865.953125 Penalty: 3540.090088
	Iteration 4Q: 3 clusters Score -167866 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -168015.031250 Penalty: 3540.090088
	Iteration 5Q: 3 clusters Score -168015 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -168130.625000 Penalty: 3540.090088
	Iteration 6Q: 3 clusters Score -168130.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -168221.046875 Penalty: 3540.090088
	Iteration 7Q: 3 clusters Score -168221 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -168299.812500 Penalty: 3540.090088
	Iteration 8Q: 3 clusters Score -168299.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -168364.062500 Penalty: 3540.090088
	Iteration 9Q: 3 clusters Score -168364.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -168415.312500 Penalty: 3540.090088
	Iteration 10Q: 3 clusters Score -168415.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -168450.828125 Penalty: 3540.090088
	Iteration 11Q: 3 clusters Score -168450.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -168471.171875 Penalty: 3540.090088
	Iteration 12Q: 3 clusters Score -168471.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -168487.562500 Penalty: 3540.090088
	Iteration 13Q: 3 clusters Score -168487.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -168510.343750 Penalty: 3540.090088
	Iteration 14Q: 3 clusters Score -168510.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -168534.406250 Penalty: 3540.090088
	Iteration 15Q: 3 clusters Score -168534.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -168550.875000 Penalty: 3540.090088
	Iteration 16Q: 3 clusters Score -168550.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -168557.125000 Penalty: 3540.090088
	Iteration 17Q: 3 clusters Score -168557.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -168562.937500 Penalty: 3540.090088
	Iteration 18Q: 3 clusters Score -168562.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -168572.359375 Penalty: 3540.090088
	Iteration 19Q: 3 clusters Score -168572.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -168577.796875 Penalty: 3540.090088
	Iteration 20F: 3 clusters Score -168577.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -168579.921875 Penalty: 3540.090088
	Iteration 21Q: 3 clusters Score -168579.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -168579.921875 Penalty: 3540.090088
	Iteration 22F: 3 clusters Score -168579.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (201157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201157 members 
Entering Unmasked Estep 
Score: -27926252.000000 Penalty: 3028.536377
	Iteration 0F: 2 clusters Score -2.792625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100577 members 
Mstep: Class 2 contains 100580 members 
Entering Unmasked Estep 
Score: -27801196.000000 Penalty: 6057.072754
	Iteration 0F: 3 clusters Score -2.78012e+07 nChanged 96584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103147 members 
Mstep: Class 2 contains 98010 members 
Entering Unmasked Estep 
Score: -27857710.000000 Penalty: 6057.072754
	Iteration 1F: 3 clusters Score -2.785771e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104392 members 
Mstep: Class 2 contains 96765 members 
Entering Unmasked Estep 
Score: -27858604.000000 Penalty: 6057.072754
	Iteration 2Q: 3 clusters Score -2.78586e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106101 members 
Mstep: Class 2 contains 95056 members 
Entering Unmasked Estep 
Score: -27859696.000000 Penalty: 6057.072754
	Iteration 3Q: 3 clusters Score -2.78597e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108570 members 
Mstep: Class 2 contains 92587 members 
Entering Unmasked Estep 
Score: -27861158.000000 Penalty: 6057.072754
	Iteration 4Q: 3 clusters Score -2.786116e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112152 members 
Mstep: Class 2 contains 89005 members 
Entering Unmasked Estep 
Score: -27863144.000000 Penalty: 6057.072754
	Iteration 5Q: 3 clusters Score -2.786314e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117365 members 
Mstep: Class 2 contains 83792 members 
Entering Unmasked Estep 
Score: -27866364.000000 Penalty: 6057.072754
	Iteration 6Q: 3 clusters Score -2.786636e+07 nChanged 9953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124436 members 
Mstep: Class 2 contains 76721 members 
Entering Unmasked Estep 
Score: -27871810.000000 Penalty: 6057.072754
	Iteration 7Q: 3 clusters Score -2.787181e+07 nChanged 11689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132651 members 
Mstep: Class 2 contains 68506 members 
Entering Unmasked Estep 
Score: -27879612.000000 Penalty: 6057.072754
	Iteration 8F: 3 clusters Score -2.787961e+07 nChanged 12801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140846 members 
Mstep: Class 2 contains 60311 members 
Entering Unmasked Estep 
Score: -27889654.000000 Penalty: 6057.072754
	Iteration 9F: 3 clusters Score -2.788965e+07 nChanged 12644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146956 members 
Mstep: Class 2 contains 54201 members 
Entering Unmasked Estep 
Score: -27899018.000000 Penalty: 6057.072754
	Iteration 10F: 3 clusters Score -2.789902e+07 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150257 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -27904330.000000 Penalty: 6057.072754
	Iteration 11F: 3 clusters Score -2.790433e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152337 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -27906290.000000 Penalty: 6057.072754
	Iteration 12Q: 3 clusters Score -2.790629e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153954 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -27907030.000000 Penalty: 6057.072754
	Iteration 13Q: 3 clusters Score -2.790703e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155435 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -27907512.000000 Penalty: 6057.072754
	Iteration 14Q: 3 clusters Score -2.790751e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156825 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -27907906.000000 Penalty: 6057.072754
	Iteration 15Q: 3 clusters Score -2.790791e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158132 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -27908130.000000 Penalty: 6057.072754
	Iteration 16Q: 3 clusters Score -2.790813e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159429 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -27908528.000000 Penalty: 6057.072754
	Iteration 17Q: 3 clusters Score -2.790853e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160597 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -27908768.000000 Penalty: 6057.072754
	Iteration 18Q: 3 clusters Score -2.790877e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161739 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -27908988.000000 Penalty: 6057.072754
	Iteration 19Q: 3 clusters Score -2.790899e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162839 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -27909226.000000 Penalty: 6057.072754
	Iteration 20F: 3 clusters Score -2.790923e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163844 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -27909466.000000 Penalty: 6057.072754
	Iteration 21Q: 3 clusters Score -2.790947e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164786 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -27909594.000000 Penalty: 6057.072754
	Iteration 22Q: 3 clusters Score -2.790959e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165694 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -27909808.000000 Penalty: 6057.072754
	Iteration 23Q: 3 clusters Score -2.790981e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166577 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -27910022.000000 Penalty: 6057.072754
	Iteration 24Q: 3 clusters Score -2.791002e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167422 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -27910252.000000 Penalty: 6057.072754
	Iteration 25Q: 3 clusters Score -2.791025e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168207 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -27910440.000000 Penalty: 6057.072754
	Iteration 26Q: 3 clusters Score -2.791044e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168962 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -27910538.000000 Penalty: 6057.072754
	Iteration 27Q: 3 clusters Score -2.791054e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169719 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -27910668.000000 Penalty: 6057.072754
	Iteration 28Q: 3 clusters Score -2.791067e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170536 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -27910780.000000 Penalty: 6057.072754
	Iteration 29Q: 3 clusters Score -2.791078e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171366 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -27910966.000000 Penalty: 6057.072754
	Iteration 30Q: 3 clusters Score -2.791097e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172161 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -27911220.000000 Penalty: 6057.072754
	Iteration 31Q: 3 clusters Score -2.791122e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172983 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -27911430.000000 Penalty: 6057.072754
	Iteration 32Q: 3 clusters Score -2.791143e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173799 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -27911648.000000 Penalty: 6057.072754
	Iteration 33Q: 3 clusters Score -2.791165e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174567 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -27911946.000000 Penalty: 6057.072754
	Iteration 34Q: 3 clusters Score -2.791195e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175336 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -27912174.000000 Penalty: 6057.072754
	Iteration 35Q: 3 clusters Score -2.791217e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176086 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -27912426.000000 Penalty: 6057.072754
	Iteration 36Q: 3 clusters Score -2.791243e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176867 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -27912664.000000 Penalty: 6057.072754
	Iteration 37Q: 3 clusters Score -2.791266e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177633 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -27912936.000000 Penalty: 6057.072754
	Iteration 38Q: 3 clusters Score -2.791294e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178369 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -27913244.000000 Penalty: 6057.072754
	Iteration 39Q: 3 clusters Score -2.791324e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179092 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -27913478.000000 Penalty: 6057.072754
	Iteration 40F: 3 clusters Score -2.791348e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179817 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -27913762.000000 Penalty: 6057.072754
	Iteration 41Q: 3 clusters Score -2.791376e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180493 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -27914004.000000 Penalty: 6057.072754
	Iteration 42Q: 3 clusters Score -2.7914e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181180 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -27914326.000000 Penalty: 6057.072754
	Iteration 43Q: 3 clusters Score -2.791433e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181907 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -27914552.000000 Penalty: 6057.072754
	Iteration 44Q: 3 clusters Score -2.791455e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182592 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -27914852.000000 Penalty: 6057.072754
	Iteration 45Q: 3 clusters Score -2.791485e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183244 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -27915190.000000 Penalty: 6057.072754
	Iteration 46Q: 3 clusters Score -2.791519e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183907 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -27915454.000000 Penalty: 6057.072754
	Iteration 47Q: 3 clusters Score -2.791545e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184556 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -27915760.000000 Penalty: 6057.072754
	Iteration 48Q: 3 clusters Score -2.791576e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185187 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -27916070.000000 Penalty: 6057.072754
	Iteration 49Q: 3 clusters Score -2.791607e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185826 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -27916348.000000 Penalty: 6057.072754
	Iteration 50Q: 3 clusters Score -2.791635e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186469 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -27916680.000000 Penalty: 6057.072754
	Iteration 51Q: 3 clusters Score -2.791668e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187142 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -27916982.000000 Penalty: 6057.072754
	Iteration 52Q: 3 clusters Score -2.791698e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187825 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -27917372.000000 Penalty: 6057.072754
	Iteration 53Q: 3 clusters Score -2.791737e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188470 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -27917802.000000 Penalty: 6057.072754
	Iteration 54Q: 3 clusters Score -2.79178e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189104 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -27918162.000000 Penalty: 6057.072754
	Iteration 55Q: 3 clusters Score -2.791816e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189711 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -27918422.000000 Penalty: 6057.072754
	Iteration 56Q: 3 clusters Score -2.791842e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190332 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -27918740.000000 Penalty: 6057.072754
	Iteration 57Q: 3 clusters Score -2.791874e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190980 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -27919040.000000 Penalty: 6057.072754
	Iteration 58Q: 3 clusters Score -2.791904e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191596 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -27919402.000000 Penalty: 6057.072754
	Iteration 59Q: 3 clusters Score -2.79194e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192202 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -27919626.000000 Penalty: 6057.072754
	Iteration 60F: 3 clusters Score -2.791963e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192765 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -27919940.000000 Penalty: 6057.072754
	Iteration 61Q: 3 clusters Score -2.791994e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193278 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -27920158.000000 Penalty: 6057.072754
	Iteration 62Q: 3 clusters Score -2.792016e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193744 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -27920518.000000 Penalty: 6057.072754
	Iteration 63Q: 3 clusters Score -2.792052e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194168 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -27920678.000000 Penalty: 6057.072754
	Iteration 64Q: 3 clusters Score -2.792068e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194558 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -27920888.000000 Penalty: 6057.072754
	Iteration 65Q: 3 clusters Score -2.792089e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194930 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -27921060.000000 Penalty: 6057.072754
	Iteration 66Q: 3 clusters Score -2.792106e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195253 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -27921222.000000 Penalty: 6057.072754
	Iteration 67Q: 3 clusters Score -2.792122e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195538 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -27921310.000000 Penalty: 6057.072754
	Iteration 68Q: 3 clusters Score -2.792131e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195820 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -27921502.000000 Penalty: 6057.072754
	Iteration 69Q: 3 clusters Score -2.79215e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196064 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -27921634.000000 Penalty: 6057.072754
	Iteration 70Q: 3 clusters Score -2.792163e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196302 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -27921750.000000 Penalty: 6057.072754
	Iteration 71Q: 3 clusters Score -2.792175e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196498 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -27921864.000000 Penalty: 6057.072754
	Iteration 72Q: 3 clusters Score -2.792186e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196684 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -27921964.000000 Penalty: 6057.072754
	Iteration 73Q: 3 clusters Score -2.792196e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196838 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -27922042.000000 Penalty: 6057.072754
	Iteration 74Q: 3 clusters Score -2.792204e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197005 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -27922120.000000 Penalty: 6057.072754
	Iteration 75Q: 3 clusters Score -2.792212e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197170 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -27922224.000000 Penalty: 6057.072754
	Iteration 76Q: 3 clusters Score -2.792222e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197308 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -27922320.000000 Penalty: 6057.072754
	Iteration 77Q: 3 clusters Score -2.792232e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197437 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -27922400.000000 Penalty: 6057.072754
	Iteration 78Q: 3 clusters Score -2.79224e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197549 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -27922458.000000 Penalty: 6057.072754
	Iteration 79Q: 3 clusters Score -2.792246e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197662 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -27922526.000000 Penalty: 6057.072754
	Iteration 80F: 3 clusters Score -2.792253e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197779 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -27922586.000000 Penalty: 6057.072754
	Iteration 81Q: 3 clusters Score -2.792259e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197902 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -27922662.000000 Penalty: 6057.072754
	Iteration 82Q: 3 clusters Score -2.792266e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198018 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -27922746.000000 Penalty: 6057.072754
	Iteration 83Q: 3 clusters Score -2.792275e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198148 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -27922832.000000 Penalty: 6057.072754
	Iteration 84Q: 3 clusters Score -2.792283e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198270 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -27922936.000000 Penalty: 6057.072754
	Iteration 85Q: 3 clusters Score -2.792294e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198386 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -27922994.000000 Penalty: 6057.072754
	Iteration 86Q: 3 clusters Score -2.792299e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198489 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -27923030.000000 Penalty: 6057.072754
	Iteration 87Q: 3 clusters Score -2.792303e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198566 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -27923122.000000 Penalty: 6057.072754
	Iteration 88Q: 3 clusters Score -2.792312e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198645 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -27923208.000000 Penalty: 6057.072754
	Iteration 89Q: 3 clusters Score -2.792321e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198711 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -27923216.000000 Penalty: 6057.072754
	Iteration 90Q: 3 clusters Score -2.792322e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198768 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -27923238.000000 Penalty: 6057.072754
	Iteration 91Q: 3 clusters Score -2.792324e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198823 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -27923246.000000 Penalty: 6057.072754
	Iteration 92Q: 3 clusters Score -2.792325e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198869 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -27923254.000000 Penalty: 6057.072754
	Iteration 93Q: 3 clusters Score -2.792325e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198909 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -27923306.000000 Penalty: 6057.072754
	Iteration 94Q: 3 clusters Score -2.792331e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198947 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -27923316.000000 Penalty: 6057.072754
	Iteration 95Q: 3 clusters Score -2.792332e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198979 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -27923346.000000 Penalty: 6057.072754
	Iteration 96Q: 3 clusters Score -2.792335e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199002 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -27923340.000000 Penalty: 6057.072754
	Iteration 97Q: 3 clusters Score -2.792334e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199029 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -27923380.000000 Penalty: 6057.072754
	Iteration 98Q: 3 clusters Score -2.792338e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199059 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -27923414.000000 Penalty: 6057.072754
	Iteration 99Q: 3 clusters Score -2.792341e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199082 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -27923404.000000 Penalty: 6057.072754
	Iteration 100F: 3 clusters Score -2.79234e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199116 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -27923424.000000 Penalty: 6057.072754
	Iteration 101Q: 3 clusters Score -2.792342e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199143 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -27923416.000000 Penalty: 6057.072754
	Iteration 102Q: 3 clusters Score -2.792342e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199163 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -27923434.000000 Penalty: 6057.072754
	Iteration 103Q: 3 clusters Score -2.792343e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199175 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -27923428.000000 Penalty: 6057.072754
	Iteration 104Q: 3 clusters Score -2.792343e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199183 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -27923426.000000 Penalty: 6057.072754
	Iteration 105Q: 3 clusters Score -2.792343e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199191 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -27923434.000000 Penalty: 6057.072754
	Iteration 106Q: 3 clusters Score -2.792343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199202 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -27923466.000000 Penalty: 6057.072754
	Iteration 107Q: 3 clusters Score -2.792347e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199211 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -27923456.000000 Penalty: 6057.072754
	Iteration 108Q: 3 clusters Score -2.792346e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199222 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -27923460.000000 Penalty: 6057.072754
	Iteration 109Q: 3 clusters Score -2.792346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199226 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -27923476.000000 Penalty: 6057.072754
	Iteration 110Q: 3 clusters Score -2.792348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199226 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -27923460.000000 Penalty: 6057.072754
	Iteration 111Q: 3 clusters Score -2.792346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199234 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -27923486.000000 Penalty: 6057.072754
	Iteration 112Q: 3 clusters Score -2.792349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199246 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -27923468.000000 Penalty: 6057.072754
	Iteration 113Q: 3 clusters Score -2.792347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199250 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -27923474.000000 Penalty: 6057.072754
	Iteration 114Q: 3 clusters Score -2.792347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199255 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -27923468.000000 Penalty: 6057.072754
	Iteration 115Q: 3 clusters Score -2.792347e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199257 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -27923476.000000 Penalty: 6057.072754
	Iteration 116Q: 3 clusters Score -2.792348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199262 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -27923488.000000 Penalty: 6057.072754
	Iteration 117Q: 3 clusters Score -2.792349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199264 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -27923502.000000 Penalty: 6057.072754
	Iteration 118Q: 3 clusters Score -2.79235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199267 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -27923488.000000 Penalty: 6057.072754
	Iteration 119Q: 3 clusters Score -2.792349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199273 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -27923492.000000 Penalty: 6057.072754
	Iteration 120F: 3 clusters Score -2.792349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199277 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -27923508.000000 Penalty: 6057.072754
	Iteration 121Q: 3 clusters Score -2.792351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199280 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -27923488.000000 Penalty: 6057.072754
	Iteration 122Q: 3 clusters Score -2.792349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199284 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -27923494.000000 Penalty: 6057.072754
	Iteration 123Q: 3 clusters Score -2.792349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199289 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -27923502.000000 Penalty: 6057.072754
	Iteration 124Q: 3 clusters Score -2.79235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199300 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -27923514.000000 Penalty: 6057.072754
	Iteration 125Q: 3 clusters Score -2.792351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199306 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -27923524.000000 Penalty: 6057.072754
	Iteration 126Q: 3 clusters Score -2.792352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199312 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -27923526.000000 Penalty: 6057.072754
	Iteration 127Q: 3 clusters Score -2.792353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199321 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -27923524.000000 Penalty: 6057.072754
	Iteration 128Q: 3 clusters Score -2.792352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199327 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -27923524.000000 Penalty: 6057.072754
	Iteration 129Q: 3 clusters Score -2.792352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199332 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -27923510.000000 Penalty: 6057.072754
	Iteration 130Q: 3 clusters Score -2.792351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199337 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -27923502.000000 Penalty: 6057.072754
	Iteration 131Q: 3 clusters Score -2.79235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199341 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -27923504.000000 Penalty: 6057.072754
	Iteration 132Q: 3 clusters Score -2.79235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199344 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -27923516.000000 Penalty: 6057.072754
	Iteration 133Q: 3 clusters Score -2.792352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199347 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -27923524.000000 Penalty: 6057.072754
	Iteration 134Q: 3 clusters Score -2.792352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199349 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -27923514.000000 Penalty: 6057.072754
	Iteration 135Q: 3 clusters Score -2.792351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199352 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -27923516.000000 Penalty: 6057.072754
	Iteration 136Q: 3 clusters Score -2.792352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199363 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -27923542.000000 Penalty: 6057.072754
	Iteration 137Q: 3 clusters Score -2.792354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199370 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -27923538.000000 Penalty: 6057.072754
	Iteration 138Q: 3 clusters Score -2.792354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199375 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -27923562.000000 Penalty: 6057.072754
	Iteration 139Q: 3 clusters Score -2.792356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199383 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -27923556.000000 Penalty: 6057.072754
	Iteration 140F: 3 clusters Score -2.792356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199388 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -27923544.000000 Penalty: 6057.072754
	Iteration 141Q: 3 clusters Score -2.792354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199391 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -27923554.000000 Penalty: 6057.072754
	Iteration 142Q: 3 clusters Score -2.792355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199396 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -27923556.000000 Penalty: 6057.072754
	Iteration 143Q: 3 clusters Score -2.792356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199399 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -27923564.000000 Penalty: 6057.072754
	Iteration 144Q: 3 clusters Score -2.792356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199401 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -27923570.000000 Penalty: 6057.072754
	Iteration 145Q: 3 clusters Score -2.792357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199404 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -27923560.000000 Penalty: 6057.072754
	Iteration 146Q: 3 clusters Score -2.792356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199408 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -27923578.000000 Penalty: 6057.072754
	Iteration 147Q: 3 clusters Score -2.792358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199409 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -27923572.000000 Penalty: 6057.072754
	Iteration 148Q: 3 clusters Score -2.792357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199411 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -27923570.000000 Penalty: 6057.072754
	Iteration 149Q: 3 clusters Score -2.792357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199413 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -27923568.000000 Penalty: 6057.072754
	Iteration 150Q: 3 clusters Score -2.792357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199420 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -27923560.000000 Penalty: 6057.072754
	Iteration 151Q: 3 clusters Score -2.792356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199425 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -27923564.000000 Penalty: 6057.072754
	Iteration 152Q: 3 clusters Score -2.792356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199427 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -27923560.000000 Penalty: 6057.072754
	Iteration 153Q: 3 clusters Score -2.792356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199430 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -27923570.000000 Penalty: 6057.072754
	Iteration 154Q: 3 clusters Score -2.792357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199433 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -27923576.000000 Penalty: 6057.072754
	Iteration 155Q: 3 clusters Score -2.792358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199438 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -27923578.000000 Penalty: 6057.072754
	Iteration 156Q: 3 clusters Score -2.792358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199439 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -27923560.000000 Penalty: 6057.072754
	Iteration 157Q: 3 clusters Score -2.792356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199441 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -27923564.000000 Penalty: 6057.072754
	Iteration 158Q: 3 clusters Score -2.792356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199443 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -27923584.000000 Penalty: 6057.072754
	Iteration 159Q: 3 clusters Score -2.792358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199445 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -27923558.000000 Penalty: 6057.072754
	Iteration 160F: 3 clusters Score -2.792356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199444 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -27923570.000000 Penalty: 6057.072754
	Iteration 161Q: 3 clusters Score -2.792357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199447 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -27923564.000000 Penalty: 6057.072754
	Iteration 162Q: 3 clusters Score -2.792356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199450 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -27923588.000000 Penalty: 6057.072754
	Iteration 163Q: 3 clusters Score -2.792359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199455 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -27923550.000000 Penalty: 6057.072754
	Iteration 164Q: 3 clusters Score -2.792355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199459 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -27923568.000000 Penalty: 6057.072754
	Iteration 165Q: 3 clusters Score -2.792357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199460 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -27923562.000000 Penalty: 6057.072754
	Iteration 166Q: 3 clusters Score -2.792356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199461 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -27923558.000000 Penalty: 6057.072754
	Iteration 167Q: 3 clusters Score -2.792356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199461 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -27923568.000000 Penalty: 6057.072754
	Iteration 168Q: 3 clusters Score -2.792357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199463 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -27923564.000000 Penalty: 6057.072754
	Iteration 169Q: 3 clusters Score -2.792356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199467 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -27923570.000000 Penalty: 6057.072754
	Iteration 170Q: 3 clusters Score -2.792357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199470 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -27923554.000000 Penalty: 6057.072754
	Iteration 171Q: 3 clusters Score -2.792355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199476 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -27923540.000000 Penalty: 6057.072754
	Iteration 172Q: 3 clusters Score -2.792354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199483 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -27923554.000000 Penalty: 6057.072754
	Iteration 173Q: 3 clusters Score -2.792355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199489 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -27923564.000000 Penalty: 6057.072754
	Iteration 174Q: 3 clusters Score -2.792356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199494 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -27923564.000000 Penalty: 6057.072754
	Iteration 175Q: 3 clusters Score -2.792356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199495 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -27923576.000000 Penalty: 6057.072754
	Iteration 176Q: 3 clusters Score -2.792358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199502 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -27923566.000000 Penalty: 6057.072754
	Iteration 177Q: 3 clusters Score -2.792357e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199511 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -27923598.000000 Penalty: 6057.072754
	Iteration 178Q: 3 clusters Score -2.79236e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199518 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -27923612.000000 Penalty: 6057.072754
	Iteration 179Q: 3 clusters Score -2.792361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199527 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -27923622.000000 Penalty: 6057.072754
	Iteration 180F: 3 clusters Score -2.792362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199534 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -27923620.000000 Penalty: 6057.072754
	Iteration 181Q: 3 clusters Score -2.792362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199541 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -27923642.000000 Penalty: 6057.072754
	Iteration 182Q: 3 clusters Score -2.792364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199542 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -27923644.000000 Penalty: 6057.072754
	Iteration 183Q: 3 clusters Score -2.792364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199548 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -27923636.000000 Penalty: 6057.072754
	Iteration 184Q: 3 clusters Score -2.792364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199557 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -27923662.000000 Penalty: 6057.072754
	Iteration 185Q: 3 clusters Score -2.792366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199562 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -27923648.000000 Penalty: 6057.072754
	Iteration 186Q: 3 clusters Score -2.792365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199568 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -27923666.000000 Penalty: 6057.072754
	Iteration 187Q: 3 clusters Score -2.792367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199571 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -27923658.000000 Penalty: 6057.072754
	Iteration 188Q: 3 clusters Score -2.792366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199576 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -27923684.000000 Penalty: 6057.072754
	Iteration 189Q: 3 clusters Score -2.792368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199576 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -27923680.000000 Penalty: 6057.072754
	Iteration 190Q: 3 clusters Score -2.792368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199579 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -27923680.000000 Penalty: 6057.072754
	Iteration 191Q: 3 clusters Score -2.792368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199583 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -27923698.000000 Penalty: 6057.072754
	Iteration 192Q: 3 clusters Score -2.79237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199586 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -27923700.000000 Penalty: 6057.072754
	Iteration 193Q: 3 clusters Score -2.79237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199589 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -27923698.000000 Penalty: 6057.072754
	Iteration 194Q: 3 clusters Score -2.79237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199589 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -27923680.000000 Penalty: 6057.072754
	Iteration 195Q: 3 clusters Score -2.792368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199590 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -27923688.000000 Penalty: 6057.072754
	Iteration 196Q: 3 clusters Score -2.792369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199591 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -27923690.000000 Penalty: 6057.072754
	Iteration 197Q: 3 clusters Score -2.792369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199592 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -27923684.000000 Penalty: 6057.072754
	Iteration 198Q: 3 clusters Score -2.792368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199593 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -27923694.000000 Penalty: 6057.072754
	Iteration 199Q: 3 clusters Score -2.792369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199597 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -27923688.000000 Penalty: 6057.072754
	Iteration 200F: 3 clusters Score -2.792369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199598 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -27923698.000000 Penalty: 6057.072754
	Iteration 201Q: 3 clusters Score -2.79237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199602 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -27923704.000000 Penalty: 6057.072754
	Iteration 202Q: 3 clusters Score -2.79237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199603 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -27923710.000000 Penalty: 6057.072754
	Iteration 203Q: 3 clusters Score -2.792371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199603 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -27923710.000000 Penalty: 6057.072754
	Iteration 204F: 3 clusters Score -2.792371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -113738.007812 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -113738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -111859.468750 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -111859.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -112133.906250 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -112133.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -112294.664062 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -112294.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -112428.164062 Penalty: 3357.742432
	Iteration 3F: 3 clusters Score -112428.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -112544.281250 Penalty: 3357.742432
	Iteration 4Q: 3 clusters Score -112544.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -112654.882812 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -112654.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -112821.726562 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -112821.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -112972.968750 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -112973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -113106.789062 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -113106.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -113171.593750 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -113171.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -113239.070312 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -113239.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -113280.320312 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -113280.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -113317.789062 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -113317.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -113341.343750 Penalty: 3357.742432
	Iteration 13Q: 3 clusters Score -113341.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -113368.007812 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -113368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -113394.601562 Penalty: 3357.742432
	Iteration 15Q: 3 clusters Score -113394.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -113411.273438 Penalty: 3357.742432
	Iteration 16Q: 3 clusters Score -113411.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -113422.812500 Penalty: 3357.742432
	Iteration 17Q: 3 clusters Score -113422.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -113430.250000 Penalty: 3357.742432
	Iteration 18Q: 3 clusters Score -113430.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -113434.273438 Penalty: 3357.742432
	Iteration 19Q: 3 clusters Score -113434.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -113435.148438 Penalty: 3357.742432
	Iteration 20F: 3 clusters Score -113435.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -113436.492188 Penalty: 3357.742432
	Iteration 21Q: 3 clusters Score -113436.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -113436.492188 Penalty: 3357.742432
	Iteration 22F: 3 clusters Score -113436.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Entering Unmasked Estep 
Score: -1591651.000000 Penalty: 2326.511475
	Iteration 0F: 2 clusters Score -1591651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1582789.750000 Penalty: 4653.022949
	Iteration 0F: 3 clusters Score -1582790 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1585613.125000 Penalty: 4653.022949
	Iteration 1F: 3 clusters Score -1585613 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1586187.625000 Penalty: 4653.022949
	Iteration 2F: 3 clusters Score -1586188 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1586708.750000 Penalty: 4653.022949
	Iteration 3F: 3 clusters Score -1586709 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1587204.625000 Penalty: 4653.022949
	Iteration 4F: 3 clusters Score -1587205 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1587681.250000 Penalty: 4653.022949
	Iteration 5F: 3 clusters Score -1587681 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1588150.375000 Penalty: 4653.022949
	Iteration 6F: 3 clusters Score -1588150 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1588648.500000 Penalty: 4653.022949
	Iteration 7F: 3 clusters Score -1588648 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1589123.375000 Penalty: 4653.022949
	Iteration 8F: 3 clusters Score -1589123 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1589525.750000 Penalty: 4653.022949
	Iteration 9Q: 3 clusters Score -1589526 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1589854.625000 Penalty: 4653.022949
	Iteration 10Q: 3 clusters Score -1589855 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1590056.000000 Penalty: 4653.022949
	Iteration 11Q: 3 clusters Score -1590056 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1590163.625000 Penalty: 4653.022949
	Iteration 12Q: 3 clusters Score -1590164 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1590229.375000 Penalty: 4653.022949
	Iteration 13Q: 3 clusters Score -1590229 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1590269.500000 Penalty: 4653.022949
	Iteration 14Q: 3 clusters Score -1590270 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1590315.125000 Penalty: 4653.022949
	Iteration 15Q: 3 clusters Score -1590315 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1590347.000000 Penalty: 4653.022949
	Iteration 16Q: 3 clusters Score -1590347 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1590369.750000 Penalty: 4653.022949
	Iteration 17Q: 3 clusters Score -1590370 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1590383.625000 Penalty: 4653.022949
	Iteration 18Q: 3 clusters Score -1590384 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1590399.750000 Penalty: 4653.022949
	Iteration 19Q: 3 clusters Score -1590400 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1590421.625000 Penalty: 4653.022949
	Iteration 20F: 3 clusters Score -1590422 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1590443.625000 Penalty: 4653.022949
	Iteration 21Q: 3 clusters Score -1590444 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1590467.500000 Penalty: 4653.022949
	Iteration 22Q: 3 clusters Score -1590468 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1590480.625000 Penalty: 4653.022949
	Iteration 23Q: 3 clusters Score -1590481 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1590499.125000 Penalty: 4653.022949
	Iteration 24Q: 3 clusters Score -1590499 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1590523.500000 Penalty: 4653.022949
	Iteration 25Q: 3 clusters Score -1590524 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1590547.875000 Penalty: 4653.022949
	Iteration 26Q: 3 clusters Score -1590548 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1590575.000000 Penalty: 4653.022949
	Iteration 27Q: 3 clusters Score -1590575 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1590593.750000 Penalty: 4653.022949
	Iteration 28Q: 3 clusters Score -1590594 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1590627.125000 Penalty: 4653.022949
	Iteration 29Q: 3 clusters Score -1590627 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1590655.250000 Penalty: 4653.022949
	Iteration 30Q: 3 clusters Score -1590655 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1590696.125000 Penalty: 4653.022949
	Iteration 31Q: 3 clusters Score -1590696 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1590740.250000 Penalty: 4653.022949
	Iteration 32Q: 3 clusters Score -1590740 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1590794.875000 Penalty: 4653.022949
	Iteration 33Q: 3 clusters Score -1590795 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1590849.625000 Penalty: 4653.022949
	Iteration 34Q: 3 clusters Score -1590850 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1590909.625000 Penalty: 4653.022949
	Iteration 35Q: 3 clusters Score -1590910 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1590983.625000 Penalty: 4653.022949
	Iteration 36Q: 3 clusters Score -1590984 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1591057.750000 Penalty: 4653.022949
	Iteration 37Q: 3 clusters Score -1591058 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1591119.500000 Penalty: 4653.022949
	Iteration 38Q: 3 clusters Score -1591120 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1591166.875000 Penalty: 4653.022949
	Iteration 39Q: 3 clusters Score -1591167 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1591207.500000 Penalty: 4653.022949
	Iteration 40F: 3 clusters Score -1591208 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1591254.500000 Penalty: 4653.022949
	Iteration 41Q: 3 clusters Score -1591254 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1591293.250000 Penalty: 4653.022949
	Iteration 42Q: 3 clusters Score -1591293 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1591320.875000 Penalty: 4653.022949
	Iteration 43Q: 3 clusters Score -1591321 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1591342.000000 Penalty: 4653.022949
	Iteration 44Q: 3 clusters Score -1591342 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1591366.625000 Penalty: 4653.022949
	Iteration 45Q: 3 clusters Score -1591367 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1591371.125000 Penalty: 4653.022949
	Iteration 46Q: 3 clusters Score -1591371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1591382.875000 Penalty: 4653.022949
	Iteration 47Q: 3 clusters Score -1591383 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1591389.375000 Penalty: 4653.022949
	Iteration 48Q: 3 clusters Score -1591389 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1591403.625000 Penalty: 4653.022949
	Iteration 49Q: 3 clusters Score -1591404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1591415.750000 Penalty: 4653.022949
	Iteration 50Q: 3 clusters Score -1591416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1591421.875000 Penalty: 4653.022949
	Iteration 51Q: 3 clusters Score -1591422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1591423.625000 Penalty: 4653.022949
	Iteration 52Q: 3 clusters Score -1591424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1591428.000000 Penalty: 4653.022949
	Iteration 53Q: 3 clusters Score -1591428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1591439.625000 Penalty: 4653.022949
	Iteration 54Q: 3 clusters Score -1591440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1591443.500000 Penalty: 4653.022949
	Iteration 55Q: 3 clusters Score -1591444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1591448.500000 Penalty: 4653.022949
	Iteration 56Q: 3 clusters Score -1591448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1591455.500000 Penalty: 4653.022949
	Iteration 57Q: 3 clusters Score -1591456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1591453.125000 Penalty: 4653.022949
	Iteration 58Q: 3 clusters Score -1591453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1591457.000000 Penalty: 4653.022949
	Iteration 59Q: 3 clusters Score -1591457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1591458.500000 Penalty: 4653.022949
	Iteration 60F: 3 clusters Score -1591458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1591457.875000 Penalty: 4653.022949
	Iteration 61Q: 3 clusters Score -1591458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1591456.375000 Penalty: 4653.022949
	Iteration 62Q: 3 clusters Score -1591456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1591456.375000 Penalty: 4653.022949
	Iteration 63Q: 3 clusters Score -1591456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1591457.000000 Penalty: 4653.022949
	Iteration 64Q: 3 clusters Score -1591457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1591459.375000 Penalty: 4653.022949
	Iteration 65Q: 3 clusters Score -1591459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1591460.000000 Penalty: 4653.022949
	Iteration 66Q: 3 clusters Score -1591460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1591460.000000 Penalty: 4653.022949
	Iteration 67F: 3 clusters Score -1591460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (147142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147142 members 
Entering Unmasked Estep 
Score: -20366248.000000 Penalty: 2950.990234
	Iteration 0F: 2 clusters Score -2.036625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73454 members 
Mstep: Class 2 contains 73688 members 
Entering Unmasked Estep 
Score: -20270594.000000 Penalty: 5901.980469
	Iteration 0F: 3 clusters Score -2.027059e+07 nChanged 70195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71113 members 
Mstep: Class 2 contains 76029 members 
Entering Unmasked Estep 
Score: -20311564.000000 Penalty: 5901.980469
	Iteration 1F: 3 clusters Score -2.031156e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69622 members 
Mstep: Class 2 contains 77520 members 
Entering Unmasked Estep 
Score: -20312608.000000 Penalty: 5901.980469
	Iteration 2Q: 3 clusters Score -2.031261e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67191 members 
Mstep: Class 2 contains 79951 members 
Entering Unmasked Estep 
Score: -20314018.000000 Penalty: 5901.980469
	Iteration 3Q: 3 clusters Score -2.031402e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63499 members 
Mstep: Class 2 contains 83643 members 
Entering Unmasked Estep 
Score: -20316110.000000 Penalty: 5901.980469
	Iteration 4Q: 3 clusters Score -2.031611e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 89123 members 
Entering Unmasked Estep 
Score: -20319558.000000 Penalty: 5901.980469
	Iteration 5F: 3 clusters Score -2.031956e+07 nChanged 9229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 96566 members 
Entering Unmasked Estep 
Score: -20325362.000000 Penalty: 5901.980469
	Iteration 6F: 3 clusters Score -2.032536e+07 nChanged 10829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 105695 members 
Entering Unmasked Estep 
Score: -20333706.000000 Penalty: 5901.980469
	Iteration 7F: 3 clusters Score -2.033371e+07 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 115029 members 
Entering Unmasked Estep 
Score: -20343310.000000 Penalty: 5901.980469
	Iteration 8F: 3 clusters Score -2.034331e+07 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 122372 members 
Entering Unmasked Estep 
Score: -20351480.000000 Penalty: 5901.980469
	Iteration 9F: 3 clusters Score -2.035148e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 126670 members 
Entering Unmasked Estep 
Score: -20356832.000000 Penalty: 5901.980469
	Iteration 10Q: 3 clusters Score -2.035683e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 129048 members 
Entering Unmasked Estep 
Score: -20359462.000000 Penalty: 5901.980469
	Iteration 11Q: 3 clusters Score -2.035946e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 130715 members 
Entering Unmasked Estep 
Score: -20360570.000000 Penalty: 5901.980469
	Iteration 12Q: 3 clusters Score -2.036057e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 132120 members 
Entering Unmasked Estep 
Score: -20361186.000000 Penalty: 5901.980469
	Iteration 13Q: 3 clusters Score -2.036119e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 133360 members 
Entering Unmasked Estep 
Score: -20361546.000000 Penalty: 5901.980469
	Iteration 14Q: 3 clusters Score -2.036155e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 134468 members 
Entering Unmasked Estep 
Score: -20361874.000000 Penalty: 5901.980469
	Iteration 15Q: 3 clusters Score -2.036187e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 135510 members 
Entering Unmasked Estep 
Score: -20362162.000000 Penalty: 5901.980469
	Iteration 16Q: 3 clusters Score -2.036216e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 136425 members 
Entering Unmasked Estep 
Score: -20362310.000000 Penalty: 5901.980469
	Iteration 17Q: 3 clusters Score -2.036231e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 137281 members 
Entering Unmasked Estep 
Score: -20362458.000000 Penalty: 5901.980469
	Iteration 18Q: 3 clusters Score -2.036246e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 138051 members 
Entering Unmasked Estep 
Score: -20362620.000000 Penalty: 5901.980469
	Iteration 19Q: 3 clusters Score -2.036262e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 138759 members 
Entering Unmasked Estep 
Score: -20362818.000000 Penalty: 5901.980469
	Iteration 20F: 3 clusters Score -2.036282e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 139442 members 
Entering Unmasked Estep 
Score: -20362890.000000 Penalty: 5901.980469
	Iteration 21Q: 3 clusters Score -2.036289e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 140035 members 
Entering Unmasked Estep 
Score: -20362894.000000 Penalty: 5901.980469
	Iteration 22Q: 3 clusters Score -2.036289e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 140592 members 
Entering Unmasked Estep 
Score: -20363042.000000 Penalty: 5901.980469
	Iteration 23Q: 3 clusters Score -2.036304e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 141124 members 
Entering Unmasked Estep 
Score: -20363150.000000 Penalty: 5901.980469
	Iteration 24Q: 3 clusters Score -2.036315e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 141604 members 
Entering Unmasked Estep 
Score: -20363268.000000 Penalty: 5901.980469
	Iteration 25Q: 3 clusters Score -2.036327e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 142048 members 
Entering Unmasked Estep 
Score: -20363272.000000 Penalty: 5901.980469
	Iteration 26Q: 3 clusters Score -2.036327e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 142456 members 
Entering Unmasked Estep 
Score: -20363368.000000 Penalty: 5901.980469
	Iteration 27Q: 3 clusters Score -2.036337e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 142832 members 
Entering Unmasked Estep 
Score: -20363404.000000 Penalty: 5901.980469
	Iteration 28Q: 3 clusters Score -2.03634e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 143175 members 
Entering Unmasked Estep 
Score: -20363550.000000 Penalty: 5901.980469
	Iteration 29Q: 3 clusters Score -2.036355e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 143492 members 
Entering Unmasked Estep 
Score: -20363582.000000 Penalty: 5901.980469
	Iteration 30Q: 3 clusters Score -2.036358e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 143769 members 
Entering Unmasked Estep 
Score: -20363686.000000 Penalty: 5901.980469
	Iteration 31Q: 3 clusters Score -2.036369e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 144004 members 
Entering Unmasked Estep 
Score: -20363682.000000 Penalty: 5901.980469
	Iteration 32Q: 3 clusters Score -2.036368e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 144218 members 
Entering Unmasked Estep 
Score: -20363716.000000 Penalty: 5901.980469
	Iteration 33Q: 3 clusters Score -2.036372e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 144383 members 
Entering Unmasked Estep 
Score: -20363748.000000 Penalty: 5901.980469
	Iteration 34Q: 3 clusters Score -2.036375e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 144523 members 
Entering Unmasked Estep 
Score: -20363746.000000 Penalty: 5901.980469
	Iteration 35Q: 3 clusters Score -2.036375e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 144666 members 
Entering Unmasked Estep 
Score: -20363764.000000 Penalty: 5901.980469
	Iteration 36Q: 3 clusters Score -2.036376e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 144803 members 
Entering Unmasked Estep 
Score: -20363884.000000 Penalty: 5901.980469
	Iteration 37Q: 3 clusters Score -2.036388e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 144917 members 
Entering Unmasked Estep 
Score: -20363884.000000 Penalty: 5901.980469
	Iteration 38Q: 3 clusters Score -2.036388e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 145010 members 
Entering Unmasked Estep 
Score: -20363896.000000 Penalty: 5901.980469
	Iteration 39Q: 3 clusters Score -2.03639e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 145086 members 
Entering Unmasked Estep 
Score: -20363932.000000 Penalty: 5901.980469
	Iteration 40F: 3 clusters Score -2.036393e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 145177 members 
Entering Unmasked Estep 
Score: -20363930.000000 Penalty: 5901.980469
	Iteration 41Q: 3 clusters Score -2.036393e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 145254 members 
Entering Unmasked Estep 
Score: -20363928.000000 Penalty: 5901.980469
	Iteration 42Q: 3 clusters Score -2.036393e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 145316 members 
Entering Unmasked Estep 
Score: -20363966.000000 Penalty: 5901.980469
	Iteration 43Q: 3 clusters Score -2.036397e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 145386 members 
Entering Unmasked Estep 
Score: -20363950.000000 Penalty: 5901.980469
	Iteration 44Q: 3 clusters Score -2.036395e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 145447 members 
Entering Unmasked Estep 
Score: -20363986.000000 Penalty: 5901.980469
	Iteration 45Q: 3 clusters Score -2.036399e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 145509 members 
Entering Unmasked Estep 
Score: -20363972.000000 Penalty: 5901.980469
	Iteration 46Q: 3 clusters Score -2.036397e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 145565 members 
Entering Unmasked Estep 
Score: -20363972.000000 Penalty: 5901.980469
	Iteration 47Q: 3 clusters Score -2.036397e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 145618 members 
Entering Unmasked Estep 
Score: -20364024.000000 Penalty: 5901.980469
	Iteration 48Q: 3 clusters Score -2.036402e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 145666 members 
Entering Unmasked Estep 
Score: -20364032.000000 Penalty: 5901.980469
	Iteration 49Q: 3 clusters Score -2.036403e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 145698 members 
Entering Unmasked Estep 
Score: -20364048.000000 Penalty: 5901.980469
	Iteration 50Q: 3 clusters Score -2.036405e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 145717 members 
Entering Unmasked Estep 
Score: -20364068.000000 Penalty: 5901.980469
	Iteration 51Q: 3 clusters Score -2.036407e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 145737 members 
Entering Unmasked Estep 
Score: -20364054.000000 Penalty: 5901.980469
	Iteration 52Q: 3 clusters Score -2.036405e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 145756 members 
Entering Unmasked Estep 
Score: -20364044.000000 Penalty: 5901.980469
	Iteration 53Q: 3 clusters Score -2.036404e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 145768 members 
Entering Unmasked Estep 
Score: -20364026.000000 Penalty: 5901.980469
	Iteration 54Q: 3 clusters Score -2.036403e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 145778 members 
Entering Unmasked Estep 
Score: -20364034.000000 Penalty: 5901.980469
	Iteration 55Q: 3 clusters Score -2.036403e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 145788 members 
Entering Unmasked Estep 
Score: -20364032.000000 Penalty: 5901.980469
	Iteration 56Q: 3 clusters Score -2.036403e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 145800 members 
Entering Unmasked Estep 
Score: -20364042.000000 Penalty: 5901.980469
	Iteration 57Q: 3 clusters Score -2.036404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 145809 members 
Entering Unmasked Estep 
Score: -20364070.000000 Penalty: 5901.980469
	Iteration 58Q: 3 clusters Score -2.036407e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 145823 members 
Entering Unmasked Estep 
Score: -20364062.000000 Penalty: 5901.980469
	Iteration 59Q: 3 clusters Score -2.036406e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 145838 members 
Entering Unmasked Estep 
Score: -20364062.000000 Penalty: 5901.980469
	Iteration 60F: 3 clusters Score -2.036406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 145846 members 
Entering Unmasked Estep 
Score: -20364068.000000 Penalty: 5901.980469
	Iteration 61Q: 3 clusters Score -2.036407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 145854 members 
Entering Unmasked Estep 
Score: -20364082.000000 Penalty: 5901.980469
	Iteration 62Q: 3 clusters Score -2.036408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 145865 members 
Entering Unmasked Estep 
Score: -20364076.000000 Penalty: 5901.980469
	Iteration 63Q: 3 clusters Score -2.036408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 145869 members 
Entering Unmasked Estep 
Score: -20364092.000000 Penalty: 5901.980469
	Iteration 64Q: 3 clusters Score -2.036409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 145871 members 
Entering Unmasked Estep 
Score: -20364092.000000 Penalty: 5901.980469
	Iteration 65Q: 3 clusters Score -2.036409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 145874 members 
Entering Unmasked Estep 
Score: -20364094.000000 Penalty: 5901.980469
	Iteration 66Q: 3 clusters Score -2.036409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 145875 members 
Entering Unmasked Estep 
Score: -20364094.000000 Penalty: 5901.980469
	Iteration 67Q: 3 clusters Score -2.036409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 145876 members 
Entering Unmasked Estep 
Score: -20364100.000000 Penalty: 5901.980469
	Iteration 68Q: 3 clusters Score -2.03641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 145879 members 
Entering Unmasked Estep 
Score: -20364100.000000 Penalty: 5901.980469
	Iteration 69Q: 3 clusters Score -2.03641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 145881 members 
Entering Unmasked Estep 
Score: -20364106.000000 Penalty: 5901.980469
	Iteration 70Q: 3 clusters Score -2.036411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 145881 members 
Entering Unmasked Estep 
Score: -20364106.000000 Penalty: 5901.980469
	Iteration 71F: 3 clusters Score -2.036411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Entering Unmasked Estep 
Score: -6538301.500000 Penalty: 2670.839844
	Iteration 0F: 2 clusters Score -6538302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -6506258.000000 Penalty: 5341.679688
	Iteration 0F: 3 clusters Score -6506258 nChanged 21905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -6518530.500000 Penalty: 5341.679688
	Iteration 1F: 3 clusters Score -6518530 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -6519334.000000 Penalty: 5341.679688
	Iteration 2Q: 3 clusters Score -6519334 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -6520399.000000 Penalty: 5341.679688
	Iteration 3Q: 3 clusters Score -6520399 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -6521777.000000 Penalty: 5341.679688
	Iteration 4F: 3 clusters Score -6521777 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -6523596.500000 Penalty: 5341.679688
	Iteration 5F: 3 clusters Score -6523596 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -6525622.500000 Penalty: 5341.679688
	Iteration 6F: 3 clusters Score -6525622 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -6528052.000000 Penalty: 5341.679688
	Iteration 7F: 3 clusters Score -6528052 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -6530592.500000 Penalty: 5341.679688
	Iteration 8F: 3 clusters Score -6530592 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -6532487.500000 Penalty: 5341.679688
	Iteration 9F: 3 clusters Score -6532488 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -6533673.000000 Penalty: 5341.679688
	Iteration 10Q: 3 clusters Score -6533673 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -6534351.000000 Penalty: 5341.679688
	Iteration 11Q: 3 clusters Score -6534351 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -6534803.000000 Penalty: 5341.679688
	Iteration 12Q: 3 clusters Score -6534803 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -6535266.000000 Penalty: 5341.679688
	Iteration 13Q: 3 clusters Score -6535266 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -6535663.500000 Penalty: 5341.679688
	Iteration 14Q: 3 clusters Score -6535664 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -6536026.500000 Penalty: 5341.679688
	Iteration 15Q: 3 clusters Score -6536026 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -6536429.500000 Penalty: 5341.679688
	Iteration 16Q: 3 clusters Score -6536430 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -6536754.500000 Penalty: 5341.679688
	Iteration 17Q: 3 clusters Score -6536754 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -6536989.000000 Penalty: 5341.679688
	Iteration 18Q: 3 clusters Score -6536989 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -6537143.500000 Penalty: 5341.679688
	Iteration 19Q: 3 clusters Score -6537144 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -6537234.500000 Penalty: 5341.679688
	Iteration 20F: 3 clusters Score -6537234 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -6537313.000000 Penalty: 5341.679688
	Iteration 21Q: 3 clusters Score -6537313 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -6537355.000000 Penalty: 5341.679688
	Iteration 22Q: 3 clusters Score -6537355 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -6537405.000000 Penalty: 5341.679688
	Iteration 23Q: 3 clusters Score -6537405 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -6537463.000000 Penalty: 5341.679688
	Iteration 24Q: 3 clusters Score -6537463 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -6537535.000000 Penalty: 5341.679688
	Iteration 25Q: 3 clusters Score -6537535 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -6537602.000000 Penalty: 5341.679688
	Iteration 26Q: 3 clusters Score -6537602 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -6537610.500000 Penalty: 5341.679688
	Iteration 27Q: 3 clusters Score -6537610 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -6537662.000000 Penalty: 5341.679688
	Iteration 28Q: 3 clusters Score -6537662 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -6537676.500000 Penalty: 5341.679688
	Iteration 29Q: 3 clusters Score -6537676 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -6537713.500000 Penalty: 5341.679688
	Iteration 30Q: 3 clusters Score -6537714 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -6537738.500000 Penalty: 5341.679688
	Iteration 31Q: 3 clusters Score -6537738 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -6537776.000000 Penalty: 5341.679688
	Iteration 32Q: 3 clusters Score -6537776 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -6537814.000000 Penalty: 5341.679688
	Iteration 33Q: 3 clusters Score -6537814 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -6537814.000000 Penalty: 5341.679688
	Iteration 34Q: 3 clusters Score -6537814 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -6537845.500000 Penalty: 5341.679688
	Iteration 35Q: 3 clusters Score -6537846 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -6537864.000000 Penalty: 5341.679688
	Iteration 36Q: 3 clusters Score -6537864 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -6537872.500000 Penalty: 5341.679688
	Iteration 37Q: 3 clusters Score -6537872 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -6537877.500000 Penalty: 5341.679688
	Iteration 38Q: 3 clusters Score -6537878 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -6537883.000000 Penalty: 5341.679688
	Iteration 39Q: 3 clusters Score -6537883 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -6537876.500000 Penalty: 5341.679688
	Iteration 40F: 3 clusters Score -6537876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -6537883.500000 Penalty: 5341.679688
	Iteration 41Q: 3 clusters Score -6537884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -6537891.000000 Penalty: 5341.679688
	Iteration 42Q: 3 clusters Score -6537891 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -6537892.500000 Penalty: 5341.679688
	Iteration 43Q: 3 clusters Score -6537892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -6537888.500000 Penalty: 5341.679688
	Iteration 44Q: 3 clusters Score -6537888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -6537885.000000 Penalty: 5341.679688
	Iteration 45Q: 3 clusters Score -6537885 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -6537897.500000 Penalty: 5341.679688
	Iteration 46Q: 3 clusters Score -6537898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -6537895.000000 Penalty: 5341.679688
	Iteration 47Q: 3 clusters Score -6537895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -6537907.000000 Penalty: 5341.679688
	Iteration 48Q: 3 clusters Score -6537907 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -6537894.000000 Penalty: 5341.679688
	Iteration 49Q: 3 clusters Score -6537894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -6537899.000000 Penalty: 5341.679688
	Iteration 50Q: 3 clusters Score -6537899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -6537902.500000 Penalty: 5341.679688
	Iteration 51Q: 3 clusters Score -6537902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -6537909.500000 Penalty: 5341.679688
	Iteration 52Q: 3 clusters Score -6537910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -6537919.500000 Penalty: 5341.679688
	Iteration 53Q: 3 clusters Score -6537920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -6537927.500000 Penalty: 5341.679688
	Iteration 54Q: 3 clusters Score -6537928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -6537913.000000 Penalty: 5341.679688
	Iteration 55Q: 3 clusters Score -6537913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -6537930.000000 Penalty: 5341.679688
	Iteration 56Q: 3 clusters Score -6537930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -6537926.000000 Penalty: 5341.679688
	Iteration 57Q: 3 clusters Score -6537926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -6537921.000000 Penalty: 5341.679688
	Iteration 58Q: 3 clusters Score -6537921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -6537930.500000 Penalty: 5341.679688
	Iteration 59Q: 3 clusters Score -6537930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -6537940.000000 Penalty: 5341.679688
	Iteration 60F: 3 clusters Score -6537940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -6537951.000000 Penalty: 5341.679688
	Iteration 61Q: 3 clusters Score -6537951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -6537948.500000 Penalty: 5341.679688
	Iteration 62Q: 3 clusters Score -6537948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -6537946.500000 Penalty: 5341.679688
	Iteration 63Q: 3 clusters Score -6537946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -6537935.500000 Penalty: 5341.679688
	Iteration 64Q: 3 clusters Score -6537936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -6537949.000000 Penalty: 5341.679688
	Iteration 65Q: 3 clusters Score -6537949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -6537957.000000 Penalty: 5341.679688
	Iteration 66Q: 3 clusters Score -6537957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -6537969.500000 Penalty: 5341.679688
	Iteration 67Q: 3 clusters Score -6537970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -6537972.500000 Penalty: 5341.679688
	Iteration 68Q: 3 clusters Score -6537972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -6537967.500000 Penalty: 5341.679688
	Iteration 69Q: 3 clusters Score -6537968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -6537965.500000 Penalty: 5341.679688
	Iteration 70Q: 3 clusters Score -6537966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -6537964.000000 Penalty: 5341.679688
	Iteration 71Q: 3 clusters Score -6537964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -6537964.500000 Penalty: 5341.679688
	Iteration 72Q: 3 clusters Score -6537964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -6537965.000000 Penalty: 5341.679688
	Iteration 73Q: 3 clusters Score -6537965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -6537965.000000 Penalty: 5341.679688
	Iteration 74Q: 3 clusters Score -6537965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -6537955.000000 Penalty: 5341.679688
	Iteration 75Q: 3 clusters Score -6537955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -6537958.500000 Penalty: 5341.679688
	Iteration 76Q: 3 clusters Score -6537958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -6537961.000000 Penalty: 5341.679688
	Iteration 77Q: 3 clusters Score -6537961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -6537959.500000 Penalty: 5341.679688
	Iteration 78Q: 3 clusters Score -6537960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -6537960.000000 Penalty: 5341.679688
	Iteration 79Q: 3 clusters Score -6537960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -6537961.000000 Penalty: 5341.679688
	Iteration 80F: 3 clusters Score -6537961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Entering Unmasked Estep 
Score: -699591.812500 Penalty: 2140.236572
	Iteration 0F: 2 clusters Score -699591.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -694744.937500 Penalty: 4280.473145
	Iteration 0F: 3 clusters Score -694744.9 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -696118.937500 Penalty: 4280.473145
	Iteration 1F: 3 clusters Score -696118.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -696506.562500 Penalty: 4280.473145
	Iteration 2F: 3 clusters Score -696506.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -696909.250000 Penalty: 4280.473145
	Iteration 3F: 3 clusters Score -696909.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -697365.437500 Penalty: 4280.473145
	Iteration 4F: 3 clusters Score -697365.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -697863.875000 Penalty: 4280.473145
	Iteration 5F: 3 clusters Score -697863.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -698262.937500 Penalty: 4280.473145
	Iteration 6F: 3 clusters Score -698262.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -698492.812500 Penalty: 4280.473145
	Iteration 7F: 3 clusters Score -698492.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -698646.687500 Penalty: 4280.473145
	Iteration 8Q: 3 clusters Score -698646.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -698762.250000 Penalty: 4280.473145
	Iteration 9Q: 3 clusters Score -698762.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -698842.312500 Penalty: 4280.473145
	Iteration 10Q: 3 clusters Score -698842.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -698914.812500 Penalty: 4280.473145
	Iteration 11Q: 3 clusters Score -698914.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -698961.562500 Penalty: 4280.473145
	Iteration 12Q: 3 clusters Score -698961.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -698986.625000 Penalty: 4280.473145
	Iteration 13Q: 3 clusters Score -698986.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -699007.625000 Penalty: 4280.473145
	Iteration 14Q: 3 clusters Score -699007.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -699031.062500 Penalty: 4280.473145
	Iteration 15Q: 3 clusters Score -699031.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -699050.812500 Penalty: 4280.473145
	Iteration 16Q: 3 clusters Score -699050.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -699065.000000 Penalty: 4280.473145
	Iteration 17Q: 3 clusters Score -699065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -699075.562500 Penalty: 4280.473145
	Iteration 18Q: 3 clusters Score -699075.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -699081.250000 Penalty: 4280.473145
	Iteration 19Q: 3 clusters Score -699081.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -699089.187500 Penalty: 4280.473145
	Iteration 20F: 3 clusters Score -699089.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -699099.812500 Penalty: 4280.473145
	Iteration 21Q: 3 clusters Score -699099.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -699104.750000 Penalty: 4280.473145
	Iteration 22Q: 3 clusters Score -699104.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -699107.812500 Penalty: 4280.473145
	Iteration 23Q: 3 clusters Score -699107.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -699110.562500 Penalty: 4280.473145
	Iteration 24Q: 3 clusters Score -699110.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -699113.375000 Penalty: 4280.473145
	Iteration 25Q: 3 clusters Score -699113.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -699115.812500 Penalty: 4280.473145
	Iteration 26Q: 3 clusters Score -699115.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -699120.750000 Penalty: 4280.473145
	Iteration 27Q: 3 clusters Score -699120.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -699121.062500 Penalty: 4280.473145
	Iteration 28Q: 3 clusters Score -699121.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -699124.125000 Penalty: 4280.473145
	Iteration 29Q: 3 clusters Score -699124.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -699123.625000 Penalty: 4280.473145
	Iteration 30Q: 3 clusters Score -699123.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -699125.750000 Penalty: 4280.473145
	Iteration 31Q: 3 clusters Score -699125.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -699126.437500 Penalty: 4280.473145
	Iteration 32Q: 3 clusters Score -699126.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -699126.375000 Penalty: 4280.473145
	Iteration 33Q: 3 clusters Score -699126.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -699127.687500 Penalty: 4280.473145
	Iteration 34Q: 3 clusters Score -699127.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -699128.312500 Penalty: 4280.473145
	Iteration 35Q: 3 clusters Score -699128.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -699128.750000 Penalty: 4280.473145
	Iteration 36Q: 3 clusters Score -699128.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -699128.375000 Penalty: 4280.473145
	Iteration 37Q: 3 clusters Score -699128.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -699128.375000 Penalty: 4280.473145
	Iteration 38F: 3 clusters Score -699128.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Entering Unmasked Estep 
Score: -5028715.500000 Penalty: 2601.063232
	Iteration 0F: 2 clusters Score -5028716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -5004429.500000 Penalty: 5202.126465
	Iteration 0F: 3 clusters Score -5004430 nChanged 16243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -5013349.000000 Penalty: 5202.126465
	Iteration 1F: 3 clusters Score -5013349 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -5013881.000000 Penalty: 5202.126465
	Iteration 2Q: 3 clusters Score -5013881 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -5014351.000000 Penalty: 5202.126465
	Iteration 3Q: 3 clusters Score -5014351 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -5014820.500000 Penalty: 5202.126465
	Iteration 4Q: 3 clusters Score -5014820 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -5015334.000000 Penalty: 5202.126465
	Iteration 5Q: 3 clusters Score -5015334 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -5015973.500000 Penalty: 5202.126465
	Iteration 6Q: 3 clusters Score -5015974 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -5016823.000000 Penalty: 5202.126465
	Iteration 7Q: 3 clusters Score -5016823 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -5017954.000000 Penalty: 5202.126465
	Iteration 8Q: 3 clusters Score -5017954 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -5019345.500000 Penalty: 5202.126465
	Iteration 9F: 3 clusters Score -5019346 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -5020648.500000 Penalty: 5202.126465
	Iteration 10F: 3 clusters Score -5020648 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -5021428.500000 Penalty: 5202.126465
	Iteration 11Q: 3 clusters Score -5021428 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -5021860.000000 Penalty: 5202.126465
	Iteration 12Q: 3 clusters Score -5021860 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -5022061.000000 Penalty: 5202.126465
	Iteration 13Q: 3 clusters Score -5022061 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -5022187.000000 Penalty: 5202.126465
	Iteration 14Q: 3 clusters Score -5022187 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -5022312.500000 Penalty: 5202.126465
	Iteration 15Q: 3 clusters Score -5022312 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -5022451.500000 Penalty: 5202.126465
	Iteration 16Q: 3 clusters Score -5022452 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -5022581.000000 Penalty: 5202.126465
	Iteration 17Q: 3 clusters Score -5022581 nChanged 447
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5022802 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5022892 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5022987 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5023072 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5023190 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5023262 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5023365 nChanged 336
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5023422 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5023492 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -5023541.500000 Penalty: 5202.126465
	Iteration 28Q: 3 clusters Score -5023542 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5023571 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5023613 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5023650 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5023682 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5023710 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5023740 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5023748 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5023758 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -5023773.500000 Penalty: 5202.126465
	Iteration 37Q: 3 clusters Score -5023774 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5023779 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5023786 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5023791 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -5023801.500000 Penalty: 5202.126465
	Iteration 41Q: 3 clusters Score -5023802 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5023821 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5023828 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5023856 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5023862 nChanged 111
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Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5023890 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5023886 nChanged 117
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Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5023898 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5023930 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5023938 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5023948 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5023960 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5023977 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5024000 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -5024001.500000 Penalty: 5202.126465
	Iteration 55Q: 3 clusters Score -5024002 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5024012 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5024012 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5023999 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5024034 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -5024040.500000 Penalty: 5202.126465
	Iteration 60F: 3 clusters Score -5024040 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5024060 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -5024061.500000 Penalty: 5202.126465
	Iteration 62Q: 3 clusters Score -5024062 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -5024091.000000 Penalty: 5202.126465
	Iteration 63Q: 3 clusters Score -5024091 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5024104 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5024118 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -5024141.000000 Penalty: 5202.126465
	Iteration 66Q: 3 clusters Score -5024141 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22280 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5024140 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5024146 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -5024155.000000 Penalty: 5202.126465
	Iteration 69Q: 3 clusters Score -5024155 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5024172 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22807 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5024169 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22926 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5024188 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5024210 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23136 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5024236 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5024258 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5024258 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5024262 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5024264 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5024268 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -5024286.500000 Penalty: 5202.126465
	Iteration 80F: 3 clusters Score -5024286 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5024286 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -5024314.000000 Penalty: 5202.126465
	Iteration 82Q: 3 clusters Score -5024314 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5024332 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5024348 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5024362 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5024386 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5024388 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5024390 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5024404 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5024436 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5024466 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5024481 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5024499 nChanged 146
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Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5024529 nChanged 149
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Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5024543 nChanged 145
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Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5024567 nChanged 137
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Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5024590 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5024592 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5024620 nChanged 169
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Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -5024651.500000 Penalty: 5202.126465
	Iteration 100F: 3 clusters Score -5024652 nChanged 178
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Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5024662 nChanged 176
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Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5024702 nChanged 184
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Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -5024718.000000 Penalty: 5202.126465
	Iteration 103Q: 3 clusters Score -5024718 nChanged 185
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Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5024749 nChanged 200
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Mstep: Class 1 contains 27271 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5024774 nChanged 232
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Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5024818 nChanged 222
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Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5024875 nChanged 242
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Mstep: Class 1 contains 27967 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5024928 nChanged 244
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Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5025000 nChanged 247
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Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5025059 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5025096 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5025148 nChanged 225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5025198 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5025259 nChanged 229
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Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5025294 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5025356 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5025392 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5025432 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5025468 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5025506 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5025554 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5025600 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5025626 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5025643 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5025700 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5025730 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5025776 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5025814 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5025856 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5025916 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5025936 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -5025954.500000 Penalty: 5202.126465
	Iteration 132Q: 3 clusters Score -5025954 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5025972 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5026000 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5026006 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5026038 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5026082 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32844 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5026100 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32943 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5026128 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5026150 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5026182 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5026207 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5026240 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -5026252.000000 Penalty: 5202.126465
	Iteration 144Q: 3 clusters Score -5026252 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5026250 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -5026261.500000 Penalty: 5202.126465
	Iteration 146Q: 3 clusters Score -5026262 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -5026281.000000 Penalty: 5202.126465
	Iteration 147Q: 3 clusters Score -5026281 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -5026287.500000 Penalty: 5202.126465
	Iteration 148Q: 3 clusters Score -5026288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5026297.000000 Penalty: 5202.126465
	Iteration 149Q: 3 clusters Score -5026297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -5026298.500000 Penalty: 5202.126465
	Iteration 150Q: 3 clusters Score -5026298 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5026305.500000 Penalty: 5202.126465
	Iteration 151Q: 3 clusters Score -5026306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5026320.000000 Penalty: 5202.126465
	Iteration 152Q: 3 clusters Score -5026320 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5026326.000000 Penalty: 5202.126465
	Iteration 153Q: 3 clusters Score -5026326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -5026329.500000 Penalty: 5202.126465
	Iteration 154Q: 3 clusters Score -5026330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5026332.000000 Penalty: 5202.126465
	Iteration 155Q: 3 clusters Score -5026332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5026353.000000 Penalty: 5202.126465
	Iteration 156Q: 3 clusters Score -5026353 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5026369.000000 Penalty: 5202.126465
	Iteration 157Q: 3 clusters Score -5026369 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -5026378.000000 Penalty: 5202.126465
	Iteration 158Q: 3 clusters Score -5026378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5026395.000000 Penalty: 5202.126465
	Iteration 159Q: 3 clusters Score -5026395 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5026399.500000 Penalty: 5202.126465
	Iteration 160F: 3 clusters Score -5026400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5026411.500000 Penalty: 5202.126465
	Iteration 161Q: 3 clusters Score -5026412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5026414.000000 Penalty: 5202.126465
	Iteration 162Q: 3 clusters Score -5026414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5026423.000000 Penalty: 5202.126465
	Iteration 163Q: 3 clusters Score -5026423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5026429.000000 Penalty: 5202.126465
	Iteration 164Q: 3 clusters Score -5026429 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -5026445.500000 Penalty: 5202.126465
	Iteration 165Q: 3 clusters Score -5026446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5026449.000000 Penalty: 5202.126465
	Iteration 166Q: 3 clusters Score -5026449 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5026452.000000 Penalty: 5202.126465
	Iteration 167Q: 3 clusters Score -5026452 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5026462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5026471.500000 Penalty: 5202.126465
	Iteration 169Q: 3 clusters Score -5026472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5026479.000000 Penalty: 5202.126465
	Iteration 170Q: 3 clusters Score -5026479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5026478.000000 Penalty: 5202.126465
	Iteration 171Q: 3 clusters Score -5026478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5026475.500000 Penalty: 5202.126465
	Iteration 172Q: 3 clusters Score -5026476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5026485.000000 Penalty: 5202.126465
	Iteration 173Q: 3 clusters Score -5026485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5026485.000000 Penalty: 5202.126465
	Iteration 174Q: 3 clusters Score -5026485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -5026488.000000 Penalty: 5202.126465
	Iteration 175Q: 3 clusters Score -5026488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -5026491.000000 Penalty: 5202.126465
	Iteration 176Q: 3 clusters Score -5026491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5026490.000000 Penalty: 5202.126465
	Iteration 177Q: 3 clusters Score -5026490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5026492.000000 Penalty: 5202.126465
	Iteration 178Q: 3 clusters Score -5026492 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5026488.500000 Penalty: 5202.126465
	Iteration 179Q: 3 clusters Score -5026488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5026485.000000 Penalty: 5202.126465
	Iteration 180F: 3 clusters Score -5026485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5026494.500000 Penalty: 5202.126465
	Iteration 181Q: 3 clusters Score -5026494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5026497.000000 Penalty: 5202.126465
	Iteration 182Q: 3 clusters Score -5026497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5026491.500000 Penalty: 5202.126465
	Iteration 183Q: 3 clusters Score -5026492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5026491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5026487.500000 Penalty: 5202.126465
	Iteration 185Q: 3 clusters Score -5026488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5026488.000000 Penalty: 5202.126465
	Iteration 186Q: 3 clusters Score -5026488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5026489.000000 Penalty: 5202.126465
	Iteration 187Q: 3 clusters Score -5026489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5026493.000000 Penalty: 5202.126465
	Iteration 188Q: 3 clusters Score -5026493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5026491.000000 Penalty: 5202.126465
	Iteration 189Q: 3 clusters Score -5026491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -5026493.500000 Penalty: 5202.126465
	Iteration 190Q: 3 clusters Score -5026494 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5026488 nChanged 0
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Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
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	Iteration 192F: 3 clusters Score -5026488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49859 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -6954174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -6920590 nChanged 23023
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Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -6933558 nChanged 2386
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Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6934346 nChanged 2345
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -6935292.500000 Penalty: 5365.209473
	Iteration 3Q: 3 clusters Score -6935292 nChanged 2395
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -6936326 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -6937635.500000 Penalty: 5365.209473
	Iteration 5F: 3 clusters Score -6937636 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -6939362.000000 Penalty: 5365.209473
	Iteration 6F: 3 clusters Score -6939362 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -6941438.500000 Penalty: 5365.209473
	Iteration 7F: 3 clusters Score -6941438 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -6943888.000000 Penalty: 5365.209473
	Iteration 8F: 3 clusters Score -6943888 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -6945918.000000 Penalty: 5365.209473
	Iteration 9F: 3 clusters Score -6945918 nChanged 2056
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6946923 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -6947440.500000 Penalty: 5365.209473
	Iteration 11Q: 3 clusters Score -6947440 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -6947676.500000 Penalty: 5365.209473
	Iteration 12Q: 3 clusters Score -6947676 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6947846 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6948006 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6948184 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6948284 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6948420 nChanged 474
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -6948563.500000 Penalty: 5365.209473
	Iteration 18Q: 3 clusters Score -6948564 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -6948709.500000 Penalty: 5365.209473
	Iteration 19Q: 3 clusters Score -6948710 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -6948829.500000 Penalty: 5365.209473
	Iteration 20F: 3 clusters Score -6948830 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -6948941.500000 Penalty: 5365.209473
	Iteration 21Q: 3 clusters Score -6948942 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6949073 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -6949158.500000 Penalty: 5365.209473
	Iteration 23Q: 3 clusters Score -6949158 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -6949261.500000 Penalty: 5365.209473
	Iteration 24Q: 3 clusters Score -6949262 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -6949379.500000 Penalty: 5365.209473
	Iteration 25Q: 3 clusters Score -6949380 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -6949464.500000 Penalty: 5365.209473
	Iteration 26Q: 3 clusters Score -6949464 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6949499 nChanged 399
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Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -6949631.500000 Penalty: 5365.209473
	Iteration 28Q: 3 clusters Score -6949632 nChanged 401
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -6949747.000000 Penalty: 5365.209473
	Iteration 29Q: 3 clusters Score -6949747 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6949835 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -6949920.000000 Penalty: 5365.209473
	Iteration 31Q: 3 clusters Score -6949920 nChanged 317
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6949978 nChanged 310
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -6950059.500000 Penalty: 5365.209473
	Iteration 33Q: 3 clusters Score -6950060 nChanged 290
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6950113 nChanged 251
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Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6950146 nChanged 270
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Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6950203 nChanged 260
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Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6950268 nChanged 233
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Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6950334 nChanged 236
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Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6950374 nChanged 233
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Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -6950432.500000 Penalty: 5365.209473
	Iteration 40F: 3 clusters Score -6950432 nChanged 240
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Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6950483 nChanged 235
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Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6950559 nChanged 201
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Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6950578 nChanged 215
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Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6950636 nChanged 182
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Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6950667 nChanged 177
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Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6950706 nChanged 193
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Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6950746 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6950774 nChanged 175
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Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6950810 nChanged 173
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Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6950876 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6950934 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6950968 nChanged 171
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Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6951022 nChanged 190
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Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6951071 nChanged 175
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Mstep: Class 1 contains 3980 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6951117 nChanged 181
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Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 46056 members 
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	Iteration 56Q: 3 clusters Score -6951165 nChanged 163
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Mstep: Class 1 contains 3640 members 
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	Iteration 57Q: 3 clusters Score -6951199 nChanged 160
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Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6951250 nChanged 128
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Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6951289 nChanged 119
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Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6951308 nChanged 108
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Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6951331 nChanged 79
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Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6951348 nChanged 80
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Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6951369 nChanged 79
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Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6951400 nChanged 67
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Mstep: Class 1 contains 2822 members 
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	Iteration 65Q: 3 clusters Score -6951404 nChanged 67
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Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6951402 nChanged 61
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Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6951422 nChanged 66
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Mstep: Class 1 contains 2630 members 
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	Iteration 68Q: 3 clusters Score -6951440 nChanged 66
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Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6951456 nChanged 65
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Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 47360 members 
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	Iteration 70Q: 3 clusters Score -6951476 nChanged 67
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Mstep: Class 1 contains 2432 members 
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	Iteration 71Q: 3 clusters Score -6951506 nChanged 72
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Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6951544 nChanged 62
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Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 47559 members 
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	Iteration 73Q: 3 clusters Score -6951564 nChanged 63
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Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 47622 members 
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	Iteration 74Q: 3 clusters Score -6951589 nChanged 68
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Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6951616 nChanged 68
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Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 47752 members 
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	Iteration 76Q: 3 clusters Score -6951640 nChanged 48
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Mstep: Class 1 contains 2061 members 
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	Iteration 77Q: 3 clusters Score -6951644 nChanged 43
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Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6951650 nChanged 41
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Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 47880 members 
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	Iteration 79Q: 3 clusters Score -6951666 nChanged 38
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Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6951674 nChanged 43
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Mstep: Class 1 contains 1900 members 
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	Iteration 81Q: 3 clusters Score -6951691 nChanged 39
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Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 47998 members 
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	Iteration 82Q: 3 clusters Score -6951718 nChanged 28
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Mstep: Class 1 contains 1837 members 
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	Iteration 83Q: 3 clusters Score -6951712 nChanged 22
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Mstep: Class 1 contains 1817 members 
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	Iteration 84Q: 3 clusters Score -6951708 nChanged 20
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Mstep: Class 1 contains 1797 members 
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	Iteration 85Q: 3 clusters Score -6951706 nChanged 20
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Mstep: Class 1 contains 1777 members 
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	Iteration 86Q: 3 clusters Score -6951719 nChanged 18
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	Iteration 87Q: 3 clusters Score -6951724 nChanged 17
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Mstep: Class 1 contains 1746 members 
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	Iteration 88Q: 3 clusters Score -6951732 nChanged 15
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	Iteration 89Q: 3 clusters Score -6951744 nChanged 16
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	Iteration 90Q: 3 clusters Score -6951741 nChanged 13
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	Iteration 91Q: 3 clusters Score -6951738 nChanged 14
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Mstep: Class 1 contains 1690 members 
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	Iteration 92Q: 3 clusters Score -6951742 nChanged 21
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Mstep: Class 1 contains 1669 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6951750 nChanged 26
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Mstep: Class 1 contains 1643 members 
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	Iteration 94Q: 3 clusters Score -6951750 nChanged 20
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Mstep: Class 1 contains 1623 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6951759 nChanged 19
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Mstep: Class 1 contains 1606 members 
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	Iteration 96Q: 3 clusters Score -6951778 nChanged 13
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	Iteration 97Q: 3 clusters Score -6951784 nChanged 11
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	Iteration 98Q: 3 clusters Score -6951782 nChanged 13
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	Iteration 99Q: 3 clusters Score -6951783 nChanged 21
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	Iteration 100F: 3 clusters Score -6951784 nChanged 19
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	Iteration 101Q: 3 clusters Score -6951778 nChanged 13
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6951802 nChanged 16
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	Iteration 103Q: 3 clusters Score -6951801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -6951801.500000 Penalty: 5365.209473
	Iteration 104Q: 3 clusters Score -6951802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -6951805.500000 Penalty: 5365.209473
	Iteration 105Q: 3 clusters Score -6951806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -6951810.000000 Penalty: 5365.209473
	Iteration 106Q: 3 clusters Score -6951810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -6951818.500000 Penalty: 5365.209473
	Iteration 107Q: 3 clusters Score -6951818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -6951822.000000 Penalty: 5365.209473
	Iteration 108Q: 3 clusters Score -6951822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 48442 members 
Entering Unmasked Estep 
Score: -6951835.500000 Penalty: 5365.209473
	Iteration 109Q: 3 clusters Score -6951836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -6951837.000000 Penalty: 5365.209473
	Iteration 110Q: 3 clusters Score -6951837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -6951833.500000 Penalty: 5365.209473
	Iteration 111Q: 3 clusters Score -6951834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -6951834.500000 Penalty: 5365.209473
	Iteration 112Q: 3 clusters Score -6951834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -6951833.500000 Penalty: 5365.209473
	Iteration 113Q: 3 clusters Score -6951834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -6951843.500000 Penalty: 5365.209473
	Iteration 114Q: 3 clusters Score -6951844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -6951852.000000 Penalty: 5365.209473
	Iteration 115Q: 3 clusters Score -6951852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 48498 members 
Entering Unmasked Estep 
Score: -6951850.000000 Penalty: 5365.209473
	Iteration 116Q: 3 clusters Score -6951850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -6951851.000000 Penalty: 5365.209473
	Iteration 117Q: 3 clusters Score -6951851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
Score: -6951853.000000 Penalty: 5365.209473
	Iteration 118Q: 3 clusters Score -6951853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -6951854.500000 Penalty: 5365.209473
	Iteration 119Q: 3 clusters Score -6951854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -6951857.500000 Penalty: 5365.209473
	Iteration 120F: 3 clusters Score -6951858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -6951860.000000 Penalty: 5365.209473
	Iteration 121Q: 3 clusters Score -6951860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -6951860.000000 Penalty: 5365.209473
	Iteration 122F: 3 clusters Score -6951860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Entering Unmasked Estep 
Score: -7555137.000000 Penalty: 2701.752197
	Iteration 0F: 2 clusters Score -7555137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -7518983.500000 Penalty: 5403.504395
	Iteration 0F: 3 clusters Score -7518984 nChanged 24818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -7532893.500000 Penalty: 5403.504395
	Iteration 1F: 3 clusters Score -7532894 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -7533757.500000 Penalty: 5403.504395
	Iteration 2Q: 3 clusters Score -7533758 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -7534850.000000 Penalty: 5403.504395
	Iteration 3Q: 3 clusters Score -7534850 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -7536278.500000 Penalty: 5403.504395
	Iteration 4F: 3 clusters Score -7536278 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -7538198.000000 Penalty: 5403.504395
	Iteration 5F: 3 clusters Score -7538198 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -7540874.500000 Penalty: 5403.504395
	Iteration 6F: 3 clusters Score -7540874 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -7543999.500000 Penalty: 5403.504395
	Iteration 7F: 3 clusters Score -7544000 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -7546778.000000 Penalty: 5403.504395
	Iteration 8F: 3 clusters Score -7546778 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -7548510.500000 Penalty: 5403.504395
	Iteration 9Q: 3 clusters Score -7548510 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -7549217.500000 Penalty: 5403.504395
	Iteration 10Q: 3 clusters Score -7549218 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -7549577.500000 Penalty: 5403.504395
	Iteration 11Q: 3 clusters Score -7549578 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -7549802.000000 Penalty: 5403.504395
	Iteration 12Q: 3 clusters Score -7549802 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -7550007.000000 Penalty: 5403.504395
	Iteration 13Q: 3 clusters Score -7550007 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -7550214.500000 Penalty: 5403.504395
	Iteration 14Q: 3 clusters Score -7550214 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -7550390.000000 Penalty: 5403.504395
	Iteration 15Q: 3 clusters Score -7550390 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -7550581.500000 Penalty: 5403.504395
	Iteration 16Q: 3 clusters Score -7550582 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -7550791.500000 Penalty: 5403.504395
	Iteration 17Q: 3 clusters Score -7550792 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -7550941.500000 Penalty: 5403.504395
	Iteration 18Q: 3 clusters Score -7550942 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -7551109.500000 Penalty: 5403.504395
	Iteration 19Q: 3 clusters Score -7551110 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -7551322.500000 Penalty: 5403.504395
	Iteration 20F: 3 clusters Score -7551322 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -7551544.000000 Penalty: 5403.504395
	Iteration 21Q: 3 clusters Score -7551544 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -7551747.500000 Penalty: 5403.504395
	Iteration 22Q: 3 clusters Score -7551748 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -7551880.000000 Penalty: 5403.504395
	Iteration 23Q: 3 clusters Score -7551880 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -7551991.500000 Penalty: 5403.504395
	Iteration 24Q: 3 clusters Score -7551992 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -7552128.000000 Penalty: 5403.504395
	Iteration 25Q: 3 clusters Score -7552128 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -7552233.000000 Penalty: 5403.504395
	Iteration 26Q: 3 clusters Score -7552233 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -7552311.500000 Penalty: 5403.504395
	Iteration 27Q: 3 clusters Score -7552312 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -7552416.500000 Penalty: 5403.504395
	Iteration 28Q: 3 clusters Score -7552416 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -7552486.500000 Penalty: 5403.504395
	Iteration 29Q: 3 clusters Score -7552486 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -7552619.500000 Penalty: 5403.504395
	Iteration 30Q: 3 clusters Score -7552620 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -7552696.000000 Penalty: 5403.504395
	Iteration 31Q: 3 clusters Score -7552696 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -7552752.000000 Penalty: 5403.504395
	Iteration 32Q: 3 clusters Score -7552752 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49790 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -7552825.000000 Penalty: 5403.504395
	Iteration 33Q: 3 clusters Score -7552825 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50015 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -7552883.000000 Penalty: 5403.504395
	Iteration 34Q: 3 clusters Score -7552883 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -7552928.500000 Penalty: 5403.504395
	Iteration 35Q: 3 clusters Score -7552928 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -7553012.000000 Penalty: 5403.504395
	Iteration 36Q: 3 clusters Score -7553012 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -7553057.000000 Penalty: 5403.504395
	Iteration 37Q: 3 clusters Score -7553057 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -7553122.000000 Penalty: 5403.504395
	Iteration 38Q: 3 clusters Score -7553122 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -7553145.000000 Penalty: 5403.504395
	Iteration 39Q: 3 clusters Score -7553145 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -7553196.000000 Penalty: 5403.504395
	Iteration 40F: 3 clusters Score -7553196 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -7553235.000000 Penalty: 5403.504395
	Iteration 41Q: 3 clusters Score -7553235 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -7553288.500000 Penalty: 5403.504395
	Iteration 42Q: 3 clusters Score -7553288 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51422 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -7553326.500000 Penalty: 5403.504395
	Iteration 43Q: 3 clusters Score -7553326 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -7553358.000000 Penalty: 5403.504395
	Iteration 44Q: 3 clusters Score -7553358 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7553392.000000 Penalty: 5403.504395
	Iteration 45Q: 3 clusters Score -7553392 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -7553404.500000 Penalty: 5403.504395
	Iteration 46Q: 3 clusters Score -7553404 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -7553425.000000 Penalty: 5403.504395
	Iteration 47Q: 3 clusters Score -7553425 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51797 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -7553433.000000 Penalty: 5403.504395
	Iteration 48Q: 3 clusters Score -7553433 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -7553461.500000 Penalty: 5403.504395
	Iteration 49Q: 3 clusters Score -7553462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -7553479.500000 Penalty: 5403.504395
	Iteration 50Q: 3 clusters Score -7553480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51916 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -7553473.000000 Penalty: 5403.504395
	Iteration 51Q: 3 clusters Score -7553473 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -7553489.000000 Penalty: 5403.504395
	Iteration 52Q: 3 clusters Score -7553489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -7553489.000000 Penalty: 5403.504395
	Iteration 53Q: 3 clusters Score -7553489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -7553500.000000 Penalty: 5403.504395
	Iteration 54Q: 3 clusters Score -7553500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -7553497.000000 Penalty: 5403.504395
	Iteration 55Q: 3 clusters Score -7553497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52016 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -7553507.000000 Penalty: 5403.504395
	Iteration 56Q: 3 clusters Score -7553507 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -7553505.500000 Penalty: 5403.504395
	Iteration 57Q: 3 clusters Score -7553506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -7553516.000000 Penalty: 5403.504395
	Iteration 58Q: 3 clusters Score -7553516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52090 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -7553529.000000 Penalty: 5403.504395
	Iteration 59Q: 3 clusters Score -7553529 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52117 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -7553543.000000 Penalty: 5403.504395
	Iteration 60F: 3 clusters Score -7553543 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -7553561.500000 Penalty: 5403.504395
	Iteration 61Q: 3 clusters Score -7553562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7553564.500000 Penalty: 5403.504395
	Iteration 62Q: 3 clusters Score -7553564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7553573.000000 Penalty: 5403.504395
	Iteration 63Q: 3 clusters Score -7553573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52215 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -7553577.500000 Penalty: 5403.504395
	Iteration 64Q: 3 clusters Score -7553578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -7553586.000000 Penalty: 5403.504395
	Iteration 65Q: 3 clusters Score -7553586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52264 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -7553586.000000 Penalty: 5403.504395
	Iteration 66Q: 3 clusters Score -7553586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52286 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -7553600.500000 Penalty: 5403.504395
	Iteration 67Q: 3 clusters Score -7553600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -7553608.500000 Penalty: 5403.504395
	Iteration 68Q: 3 clusters Score -7553608 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -7553622.500000 Penalty: 5403.504395
	Iteration 69Q: 3 clusters Score -7553622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -7553638.500000 Penalty: 5403.504395
	Iteration 70Q: 3 clusters Score -7553638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52381 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7553649.000000 Penalty: 5403.504395
	Iteration 71Q: 3 clusters Score -7553649 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -7553648.000000 Penalty: 5403.504395
	Iteration 72Q: 3 clusters Score -7553648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -7553654.000000 Penalty: 5403.504395
	Iteration 73Q: 3 clusters Score -7553654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52453 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -7553675.000000 Penalty: 5403.504395
	Iteration 74Q: 3 clusters Score -7553675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -7553671.000000 Penalty: 5403.504395
	Iteration 75Q: 3 clusters Score -7553671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7553686.000000 Penalty: 5403.504395
	Iteration 76Q: 3 clusters Score -7553686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52491 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -7553689.500000 Penalty: 5403.504395
	Iteration 77Q: 3 clusters Score -7553690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52497 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -7553692.500000 Penalty: 5403.504395
	Iteration 78Q: 3 clusters Score -7553692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -7553703.500000 Penalty: 5403.504395
	Iteration 79Q: 3 clusters Score -7553704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52513 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -7553709.500000 Penalty: 5403.504395
	Iteration 80F: 3 clusters Score -7553710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52521 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7553714.000000 Penalty: 5403.504395
	Iteration 81Q: 3 clusters Score -7553714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -7553716.000000 Penalty: 5403.504395
	Iteration 82Q: 3 clusters Score -7553716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -7553723.000000 Penalty: 5403.504395
	Iteration 83Q: 3 clusters Score -7553723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52542 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7553724.500000 Penalty: 5403.504395
	Iteration 84Q: 3 clusters Score -7553724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7553727.000000 Penalty: 5403.504395
	Iteration 85Q: 3 clusters Score -7553727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52551 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -7553728.500000 Penalty: 5403.504395
	Iteration 86Q: 3 clusters Score -7553728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52556 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -7553733.500000 Penalty: 5403.504395
	Iteration 87Q: 3 clusters Score -7553734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52556 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -7553735.500000 Penalty: 5403.504395
	Iteration 88Q: 3 clusters Score -7553736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52558 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -7553740.000000 Penalty: 5403.504395
	Iteration 89Q: 3 clusters Score -7553740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7553738.500000 Penalty: 5403.504395
	Iteration 90Q: 3 clusters Score -7553738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7553746.500000 Penalty: 5403.504395
	Iteration 91Q: 3 clusters Score -7553746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52567 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -7553741.000000 Penalty: 5403.504395
	Iteration 92Q: 3 clusters Score -7553741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52569 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -7553743.500000 Penalty: 5403.504395
	Iteration 93Q: 3 clusters Score -7553744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -7553741.500000 Penalty: 5403.504395
	Iteration 94Q: 3 clusters Score -7553742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52569 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -7553747.500000 Penalty: 5403.504395
	Iteration 95Q: 3 clusters Score -7553748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -7553747.500000 Penalty: 5403.504395
	Iteration 96Q: 3 clusters Score -7553748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -7553745.500000 Penalty: 5403.504395
	Iteration 97Q: 3 clusters Score -7553746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -7553745.500000 Penalty: 5403.504395
	Iteration 98F: 3 clusters Score -7553746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Entering Unmasked Estep 
Score: -734076.875000 Penalty: 2133.089355
	Iteration 0F: 2 clusters Score -734076.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -729275.875000 Penalty: 4266.178711
	Iteration 0F: 3 clusters Score -729275.9 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -730450.937500 Penalty: 4266.178711
	Iteration 1F: 3 clusters Score -730450.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -730768.000000 Penalty: 4266.178711
	Iteration 2F: 3 clusters Score -730768 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -731030.187500 Penalty: 4266.178711
	Iteration 3F: 3 clusters Score -731030.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -731269.500000 Penalty: 4266.178711
	Iteration 4F: 3 clusters Score -731269.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -731509.187500 Penalty: 4266.178711
	Iteration 5F: 3 clusters Score -731509.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -731732.375000 Penalty: 4266.178711
	Iteration 6F: 3 clusters Score -731732.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -731894.625000 Penalty: 4266.178711
	Iteration 7Q: 3 clusters Score -731894.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -732033.187500 Penalty: 4266.178711
	Iteration 8Q: 3 clusters Score -732033.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -732146.312500 Penalty: 4266.178711
	Iteration 9Q: 3 clusters Score -732146.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -732241.812500 Penalty: 4266.178711
	Iteration 10Q: 3 clusters Score -732241.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -732310.812500 Penalty: 4266.178711
	Iteration 11Q: 3 clusters Score -732310.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -732374.375000 Penalty: 4266.178711
	Iteration 12Q: 3 clusters Score -732374.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -732415.187500 Penalty: 4266.178711
	Iteration 13Q: 3 clusters Score -732415.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -732441.250000 Penalty: 4266.178711
	Iteration 14Q: 3 clusters Score -732441.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -732457.375000 Penalty: 4266.178711
	Iteration 15Q: 3 clusters Score -732457.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -732474.562500 Penalty: 4266.178711
	Iteration 16Q: 3 clusters Score -732474.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -732482.125000 Penalty: 4266.178711
	Iteration 17Q: 3 clusters Score -732482.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -732488.875000 Penalty: 4266.178711
	Iteration 18Q: 3 clusters Score -732488.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -732493.062500 Penalty: 4266.178711
	Iteration 19Q: 3 clusters Score -732493.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -732499.125000 Penalty: 4266.178711
	Iteration 20F: 3 clusters Score -732499.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -732503.875000 Penalty: 4266.178711
	Iteration 21Q: 3 clusters Score -732503.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -732507.750000 Penalty: 4266.178711
	Iteration 22Q: 3 clusters Score -732507.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -732512.125000 Penalty: 4266.178711
	Iteration 23Q: 3 clusters Score -732512.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -732514.625000 Penalty: 4266.178711
	Iteration 24Q: 3 clusters Score -732514.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -732515.875000 Penalty: 4266.178711
	Iteration 25Q: 3 clusters Score -732515.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -732518.375000 Penalty: 4266.178711
	Iteration 26Q: 3 clusters Score -732518.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -732520.187500 Penalty: 4266.178711
	Iteration 27Q: 3 clusters Score -732520.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -732520.187500 Penalty: 4266.178711
	Iteration 28F: 3 clusters Score -732520.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Entering Unmasked Estep 
Score: -1892983.625000 Penalty: 2364.418213
	Iteration 0F: 2 clusters Score -1892984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1882885.125000 Penalty: 4728.836426
	Iteration 0F: 3 clusters Score -1882885 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1886109.750000 Penalty: 4728.836426
	Iteration 1F: 3 clusters Score -1886110 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1886446.750000 Penalty: 4728.836426
	Iteration 2F: 3 clusters Score -1886447 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1886748.375000 Penalty: 4728.836426
	Iteration 3Q: 3 clusters Score -1886748 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1887169.250000 Penalty: 4728.836426
	Iteration 4Q: 3 clusters Score -1887169 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1887896.875000 Penalty: 4728.836426
	Iteration 5F: 3 clusters Score -1887897 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1888757.375000 Penalty: 4728.836426
	Iteration 6F: 3 clusters Score -1888757 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1889616.750000 Penalty: 4728.836426
	Iteration 7F: 3 clusters Score -1889617 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1890371.250000 Penalty: 4728.836426
	Iteration 8F: 3 clusters Score -1890371 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1890969.625000 Penalty: 4728.836426
	Iteration 9F: 3 clusters Score -1890970 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1891382.625000 Penalty: 4728.836426
	Iteration 10Q: 3 clusters Score -1891383 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1891667.000000 Penalty: 4728.836426
	Iteration 11Q: 3 clusters Score -1891667 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1891857.875000 Penalty: 4728.836426
	Iteration 12Q: 3 clusters Score -1891858 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1892019.750000 Penalty: 4728.836426
	Iteration 13Q: 3 clusters Score -1892020 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1892179.875000 Penalty: 4728.836426
	Iteration 14Q: 3 clusters Score -1892180 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1892336.375000 Penalty: 4728.836426
	Iteration 15Q: 3 clusters Score -1892336 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1892454.750000 Penalty: 4728.836426
	Iteration 16Q: 3 clusters Score -1892455 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1892557.375000 Penalty: 4728.836426
	Iteration 17Q: 3 clusters Score -1892557 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1892655.250000 Penalty: 4728.836426
	Iteration 18Q: 3 clusters Score -1892655 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1892728.375000 Penalty: 4728.836426
	Iteration 19Q: 3 clusters Score -1892728 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1892777.125000 Penalty: 4728.836426
	Iteration 20F: 3 clusters Score -1892777 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1892806.875000 Penalty: 4728.836426
	Iteration 21Q: 3 clusters Score -1892807 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1892831.625000 Penalty: 4728.836426
	Iteration 22Q: 3 clusters Score -1892832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1892839.125000 Penalty: 4728.836426
	Iteration 23Q: 3 clusters Score -1892839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1892848.125000 Penalty: 4728.836426
	Iteration 24Q: 3 clusters Score -1892848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1892852.750000 Penalty: 4728.836426
	Iteration 25Q: 3 clusters Score -1892853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1892857.750000 Penalty: 4728.836426
	Iteration 26Q: 3 clusters Score -1892858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1892858.750000 Penalty: 4728.836426
	Iteration 27Q: 3 clusters Score -1892859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1892860.375000 Penalty: 4728.836426
	Iteration 28Q: 3 clusters Score -1892860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1892860.375000 Penalty: 4728.836426
	Iteration 29F: 3 clusters Score -1892860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Entering Unmasked Estep 
Score: -4872549.500000 Penalty: 2600.703857
	Iteration 0F: 2 clusters Score -4872550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -4848138.000000 Penalty: 5201.407715
	Iteration 0F: 3 clusters Score -4848138 nChanged 16239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -4857079.000000 Penalty: 5201.407715
	Iteration 1F: 3 clusters Score -4857079 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -4857744.500000 Penalty: 5201.407715
	Iteration 2Q: 3 clusters Score -4857744 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -4858500.500000 Penalty: 5201.407715
	Iteration 3Q: 3 clusters Score -4858500 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -4859482.500000 Penalty: 5201.407715
	Iteration 4F: 3 clusters Score -4859482 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -4860647.000000 Penalty: 5201.407715
	Iteration 5F: 3 clusters Score -4860647 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -4861924.000000 Penalty: 5201.407715
	Iteration 6F: 3 clusters Score -4861924 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -4863023.500000 Penalty: 5201.407715
	Iteration 7F: 3 clusters Score -4863024 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -4863958.000000 Penalty: 5201.407715
	Iteration 8F: 3 clusters Score -4863958 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -4864669.500000 Penalty: 5201.407715
	Iteration 9Q: 3 clusters Score -4864670 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -4865234.000000 Penalty: 5201.407715
	Iteration 10Q: 3 clusters Score -4865234 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -4865711.000000 Penalty: 5201.407715
	Iteration 11Q: 3 clusters Score -4865711 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -4866139.500000 Penalty: 5201.407715
	Iteration 12Q: 3 clusters Score -4866140 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -4866635.000000 Penalty: 5201.407715
	Iteration 13Q: 3 clusters Score -4866635 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -4867226.500000 Penalty: 5201.407715
	Iteration 14Q: 3 clusters Score -4867226 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -4867948.500000 Penalty: 5201.407715
	Iteration 15Q: 3 clusters Score -4867948 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -4868712.500000 Penalty: 5201.407715
	Iteration 16Q: 3 clusters Score -4868712 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -4869330.000000 Penalty: 5201.407715
	Iteration 17Q: 3 clusters Score -4869330 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -4869766.500000 Penalty: 5201.407715
	Iteration 18Q: 3 clusters Score -4869766 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -4870115.000000 Penalty: 5201.407715
	Iteration 19Q: 3 clusters Score -4870115 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -4870394.500000 Penalty: 5201.407715
	Iteration 20F: 3 clusters Score -4870394 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -4870592.500000 Penalty: 5201.407715
	Iteration 21Q: 3 clusters Score -4870592 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -4870800.000000 Penalty: 5201.407715
	Iteration 22Q: 3 clusters Score -4870800 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -4870976.000000 Penalty: 5201.407715
	Iteration 23Q: 3 clusters Score -4870976 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -4871142.000000 Penalty: 5201.407715
	Iteration 24Q: 3 clusters Score -4871142 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -4871285.000000 Penalty: 5201.407715
	Iteration 25Q: 3 clusters Score -4871285 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -4871437.000000 Penalty: 5201.407715
	Iteration 26Q: 3 clusters Score -4871437 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -4871548.000000 Penalty: 5201.407715
	Iteration 27Q: 3 clusters Score -4871548 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -4871650.000000 Penalty: 5201.407715
	Iteration 28Q: 3 clusters Score -4871650 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4871711.000000 Penalty: 5201.407715
	Iteration 29Q: 3 clusters Score -4871711 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -4871747.500000 Penalty: 5201.407715
	Iteration 30Q: 3 clusters Score -4871748 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4871780.500000 Penalty: 5201.407715
	Iteration 31Q: 3 clusters Score -4871780 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -4871817.500000 Penalty: 5201.407715
	Iteration 32Q: 3 clusters Score -4871818 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -4871832.000000 Penalty: 5201.407715
	Iteration 33Q: 3 clusters Score -4871832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -4871849.500000 Penalty: 5201.407715
	Iteration 34Q: 3 clusters Score -4871850 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -4871860.000000 Penalty: 5201.407715
	Iteration 35Q: 3 clusters Score -4871860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4871863.500000 Penalty: 5201.407715
	Iteration 36Q: 3 clusters Score -4871864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4871868.000000 Penalty: 5201.407715
	Iteration 37Q: 3 clusters Score -4871868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4871867.500000 Penalty: 5201.407715
	Iteration 38Q: 3 clusters Score -4871868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -4871874.000000 Penalty: 5201.407715
	Iteration 39Q: 3 clusters Score -4871874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4871871.500000 Penalty: 5201.407715
	Iteration 40F: 3 clusters Score -4871872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -4871882.500000 Penalty: 5201.407715
	Iteration 41Q: 3 clusters Score -4871882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -4871894.500000 Penalty: 5201.407715
	Iteration 42Q: 3 clusters Score -4871894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -4871904.500000 Penalty: 5201.407715
	Iteration 43Q: 3 clusters Score -4871904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -4871906.500000 Penalty: 5201.407715
	Iteration 44Q: 3 clusters Score -4871906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -4871904.500000 Penalty: 5201.407715
	Iteration 45Q: 3 clusters Score -4871904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4871904.000000 Penalty: 5201.407715
	Iteration 46Q: 3 clusters Score -4871904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -4871913.500000 Penalty: 5201.407715
	Iteration 47Q: 3 clusters Score -4871914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4871921.500000 Penalty: 5201.407715
	Iteration 48Q: 3 clusters Score -4871922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -4871944.000000 Penalty: 5201.407715
	Iteration 49Q: 3 clusters Score -4871944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -4871975.000000 Penalty: 5201.407715
	Iteration 50Q: 3 clusters Score -4871975 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4872046.000000 Penalty: 5201.407715
	Iteration 51Q: 3 clusters Score -4872046 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4872165.500000 Penalty: 5201.407715
	Iteration 52Q: 3 clusters Score -4872166 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -4872277.500000 Penalty: 5201.407715
	Iteration 53Q: 3 clusters Score -4872278 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -4872322.000000 Penalty: 5201.407715
	Iteration 54Q: 3 clusters Score -4872322 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4872349.000000 Penalty: 5201.407715
	Iteration 55Q: 3 clusters Score -4872349 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -4872355.000000 Penalty: 5201.407715
	Iteration 56Q: 3 clusters Score -4872355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -4872355.500000 Penalty: 5201.407715
	Iteration 57Q: 3 clusters Score -4872356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4872362.000000 Penalty: 5201.407715
	Iteration 58Q: 3 clusters Score -4872362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -4872357.500000 Penalty: 5201.407715
	Iteration 59Q: 3 clusters Score -4872358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4872358.000000 Penalty: 5201.407715
	Iteration 60F: 3 clusters Score -4872358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -4872357.500000 Penalty: 5201.407715
	Iteration 61Q: 3 clusters Score -4872358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -4872357.500000 Penalty: 5201.407715
	Iteration 62Q: 3 clusters Score -4872358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4872359.500000 Penalty: 5201.407715
	Iteration 63Q: 3 clusters Score -4872360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4872359.500000 Penalty: 5201.407715
	Iteration 64F: 3 clusters Score -4872360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Entering Unmasked Estep 
Score: -2169229.750000 Penalty: 2396.882568
	Iteration 0F: 2 clusters Score -2169230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2157807.250000 Penalty: 4793.765137
	Iteration 0F: 3 clusters Score -2157807 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2161530.000000 Penalty: 4793.765137
	Iteration 1F: 3 clusters Score -2161530 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2161906.250000 Penalty: 4793.765137
	Iteration 2F: 3 clusters Score -2161906 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2162224.250000 Penalty: 4793.765137
	Iteration 3Q: 3 clusters Score -2162224 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2162520.500000 Penalty: 4793.765137
	Iteration 4Q: 3 clusters Score -2162520 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2162767.000000 Penalty: 4793.765137
	Iteration 5Q: 3 clusters Score -2162767 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2163032.750000 Penalty: 4793.765137
	Iteration 6Q: 3 clusters Score -2163033 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2163284.750000 Penalty: 4793.765137
	Iteration 7Q: 3 clusters Score -2163285 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2163534.250000 Penalty: 4793.765137
	Iteration 8Q: 3 clusters Score -2163534 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2163792.500000 Penalty: 4793.765137
	Iteration 9Q: 3 clusters Score -2163792 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2164052.500000 Penalty: 4793.765137
	Iteration 10Q: 3 clusters Score -2164052 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2164381.000000 Penalty: 4793.765137
	Iteration 11Q: 3 clusters Score -2164381 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2164746.000000 Penalty: 4793.765137
	Iteration 12Q: 3 clusters Score -2164746 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2165115.750000 Penalty: 4793.765137
	Iteration 13Q: 3 clusters Score -2165116 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2165479.250000 Penalty: 4793.765137
	Iteration 14Q: 3 clusters Score -2165479 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2165849.750000 Penalty: 4793.765137
	Iteration 15Q: 3 clusters Score -2165850 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2166186.500000 Penalty: 4793.765137
	Iteration 16Q: 3 clusters Score -2166186 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2166482.500000 Penalty: 4793.765137
	Iteration 17Q: 3 clusters Score -2166482 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2166717.250000 Penalty: 4793.765137
	Iteration 18Q: 3 clusters Score -2166717 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2166883.000000 Penalty: 4793.765137
	Iteration 19Q: 3 clusters Score -2166883 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2167006.500000 Penalty: 4793.765137
	Iteration 20F: 3 clusters Score -2167006 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2167063.500000 Penalty: 4793.765137
	Iteration 21Q: 3 clusters Score -2167064 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2167107.000000 Penalty: 4793.765137
	Iteration 22Q: 3 clusters Score -2167107 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2167137.500000 Penalty: 4793.765137
	Iteration 23Q: 3 clusters Score -2167138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2167162.500000 Penalty: 4793.765137
	Iteration 24Q: 3 clusters Score -2167162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2167176.000000 Penalty: 4793.765137
	Iteration 25Q: 3 clusters Score -2167176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2167186.750000 Penalty: 4793.765137
	Iteration 26Q: 3 clusters Score -2167187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2167196.500000 Penalty: 4793.765137
	Iteration 27Q: 3 clusters Score -2167196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2167204.500000 Penalty: 4793.765137
	Iteration 28Q: 3 clusters Score -2167204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2167210.500000 Penalty: 4793.765137
	Iteration 29Q: 3 clusters Score -2167210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2167218.750000 Penalty: 4793.765137
	Iteration 30Q: 3 clusters Score -2167219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2167223.250000 Penalty: 4793.765137
	Iteration 31Q: 3 clusters Score -2167223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2167228.250000 Penalty: 4793.765137
	Iteration 32Q: 3 clusters Score -2167228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2167233.000000 Penalty: 4793.765137
	Iteration 33Q: 3 clusters Score -2167233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2167239.250000 Penalty: 4793.765137
	Iteration 34Q: 3 clusters Score -2167239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2167240.500000 Penalty: 4793.765137
	Iteration 35Q: 3 clusters Score -2167240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2167241.750000 Penalty: 4793.765137
	Iteration 36Q: 3 clusters Score -2167242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2167242.250000 Penalty: 4793.765137
	Iteration 37Q: 3 clusters Score -2167242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2167246.000000 Penalty: 4793.765137
	Iteration 38Q: 3 clusters Score -2167246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2167246.000000 Penalty: 4793.765137
	Iteration 39F: 3 clusters Score -2167246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Entering Unmasked Estep 
Score: -3590924.250000 Penalty: 2535.122559
	Iteration 0F: 2 clusters Score -3590924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -3572012.750000 Penalty: 5070.245117
	Iteration 0F: 3 clusters Score -3572013 nChanged 12274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -3578648.000000 Penalty: 5070.245117
	Iteration 1F: 3 clusters Score -3578648 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -3579246.000000 Penalty: 5070.245117
	Iteration 2F: 3 clusters Score -3579246 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -3579895.250000 Penalty: 5070.245117
	Iteration 3F: 3 clusters Score -3579895 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -3580669.250000 Penalty: 5070.245117
	Iteration 4F: 3 clusters Score -3580669 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -3581548.500000 Penalty: 5070.245117
	Iteration 5F: 3 clusters Score -3581548 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -3582592.750000 Penalty: 5070.245117
	Iteration 6F: 3 clusters Score -3582593 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -3583875.750000 Penalty: 5070.245117
	Iteration 7F: 3 clusters Score -3583876 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -3585242.500000 Penalty: 5070.245117
	Iteration 8F: 3 clusters Score -3585242 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -3586578.500000 Penalty: 5070.245117
	Iteration 9F: 3 clusters Score -3586578 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -3587836.250000 Penalty: 5070.245117
	Iteration 10F: 3 clusters Score -3587836 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -3588777.750000 Penalty: 5070.245117
	Iteration 11Q: 3 clusters Score -3588778 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -3589420.750000 Penalty: 5070.245117
	Iteration 12Q: 3 clusters Score -3589421 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -3589743.500000 Penalty: 5070.245117
	Iteration 13Q: 3 clusters Score -3589744 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3589928.000000 Penalty: 5070.245117
	Iteration 14Q: 3 clusters Score -3589928 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3590057.500000 Penalty: 5070.245117
	Iteration 15Q: 3 clusters Score -3590058 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3590165.250000 Penalty: 5070.245117
	Iteration 16Q: 3 clusters Score -3590165 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3590251.750000 Penalty: 5070.245117
	Iteration 17Q: 3 clusters Score -3590252 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3590298.000000 Penalty: 5070.245117
	Iteration 18Q: 3 clusters Score -3590298 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3590347.000000 Penalty: 5070.245117
	Iteration 19Q: 3 clusters Score -3590347 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3590378.750000 Penalty: 5070.245117
	Iteration 20F: 3 clusters Score -3590379 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3590411.750000 Penalty: 5070.245117
	Iteration 21Q: 3 clusters Score -3590412 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3590446.000000 Penalty: 5070.245117
	Iteration 22Q: 3 clusters Score -3590446 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3590488.500000 Penalty: 5070.245117
	Iteration 23Q: 3 clusters Score -3590488 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3590528.000000 Penalty: 5070.245117
	Iteration 24Q: 3 clusters Score -3590528 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3590554.000000 Penalty: 5070.245117
	Iteration 25Q: 3 clusters Score -3590554 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3590566.000000 Penalty: 5070.245117
	Iteration 26Q: 3 clusters Score -3590566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3590589.000000 Penalty: 5070.245117
	Iteration 27Q: 3 clusters Score -3590589 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3590593.500000 Penalty: 5070.245117
	Iteration 28Q: 3 clusters Score -3590594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3590609.000000 Penalty: 5070.245117
	Iteration 29Q: 3 clusters Score -3590609 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3590623.000000 Penalty: 5070.245117
	Iteration 30Q: 3 clusters Score -3590623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3590622.250000 Penalty: 5070.245117
	Iteration 31Q: 3 clusters Score -3590622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3590642.500000 Penalty: 5070.245117
	Iteration 32Q: 3 clusters Score -3590642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3590651.750000 Penalty: 5070.245117
	Iteration 33Q: 3 clusters Score -3590652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3590649.500000 Penalty: 5070.245117
	Iteration 34Q: 3 clusters Score -3590650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3590648.750000 Penalty: 5070.245117
	Iteration 35Q: 3 clusters Score -3590649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3590648.500000 Penalty: 5070.245117
	Iteration 36Q: 3 clusters Score -3590648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3590651.000000 Penalty: 5070.245117
	Iteration 37Q: 3 clusters Score -3590651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3590646.500000 Penalty: 5070.245117
	Iteration 38Q: 3 clusters Score -3590646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3590648.250000 Penalty: 5070.245117
	Iteration 39Q: 3 clusters Score -3590648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3590655.500000 Penalty: 5070.245117
	Iteration 40F: 3 clusters Score -3590656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3590654.000000 Penalty: 5070.245117
	Iteration 41Q: 3 clusters Score -3590654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3590656.000000 Penalty: 5070.245117
	Iteration 42Q: 3 clusters Score -3590656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3590652.750000 Penalty: 5070.245117
	Iteration 43Q: 3 clusters Score -3590653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3590652.750000 Penalty: 5070.245117
	Iteration 44F: 3 clusters Score -3590653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Entering Unmasked Estep 
Score: -5551258.000000 Penalty: 2625.028076
	Iteration 0F: 2 clusters Score -5551258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -5524540.000000 Penalty: 5250.056152
	Iteration 0F: 3 clusters Score -5524540 nChanged 18132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -5535250.000000 Penalty: 5250.056152
	Iteration 1F: 3 clusters Score -5535250 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -5536516.000000 Penalty: 5250.056152
	Iteration 2F: 3 clusters Score -5536516 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -5537909.000000 Penalty: 5250.056152
	Iteration 3F: 3 clusters Score -5537909 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -5539396.000000 Penalty: 5250.056152
	Iteration 4F: 3 clusters Score -5539396 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -5541015.000000 Penalty: 5250.056152
	Iteration 5F: 3 clusters Score -5541015 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -5542815.500000 Penalty: 5250.056152
	Iteration 6F: 3 clusters Score -5542816 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -5544469.500000 Penalty: 5250.056152
	Iteration 7F: 3 clusters Score -5544470 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -5545651.000000 Penalty: 5250.056152
	Iteration 8Q: 3 clusters Score -5545651 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -5546361.000000 Penalty: 5250.056152
	Iteration 9Q: 3 clusters Score -5546361 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -5546811.000000 Penalty: 5250.056152
	Iteration 10Q: 3 clusters Score -5546811 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -5547166.000000 Penalty: 5250.056152
	Iteration 11Q: 3 clusters Score -5547166 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -5547494.000000 Penalty: 5250.056152
	Iteration 12Q: 3 clusters Score -5547494 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -5547742.500000 Penalty: 5250.056152
	Iteration 13Q: 3 clusters Score -5547742 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -5547997.500000 Penalty: 5250.056152
	Iteration 14Q: 3 clusters Score -5547998 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -5548208.000000 Penalty: 5250.056152
	Iteration 15Q: 3 clusters Score -5548208 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -5548432.000000 Penalty: 5250.056152
	Iteration 16Q: 3 clusters Score -5548432 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -5548674.000000 Penalty: 5250.056152
	Iteration 17Q: 3 clusters Score -5548674 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -5548911.000000 Penalty: 5250.056152
	Iteration 18Q: 3 clusters Score -5548911 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -5549106.000000 Penalty: 5250.056152
	Iteration 19Q: 3 clusters Score -5549106 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -5549321.000000 Penalty: 5250.056152
	Iteration 20F: 3 clusters Score -5549321 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -5549504.000000 Penalty: 5250.056152
	Iteration 21Q: 3 clusters Score -5549504 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -5549660.000000 Penalty: 5250.056152
	Iteration 22Q: 3 clusters Score -5549660 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -5549813.000000 Penalty: 5250.056152
	Iteration 23Q: 3 clusters Score -5549813 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -5549941.500000 Penalty: 5250.056152
	Iteration 24Q: 3 clusters Score -5549942 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -5550039.500000 Penalty: 5250.056152
	Iteration 25Q: 3 clusters Score -5550040 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -5550115.500000 Penalty: 5250.056152
	Iteration 26Q: 3 clusters Score -5550116 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5550221.000000 Penalty: 5250.056152
	Iteration 27Q: 3 clusters Score -5550221 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -5550278.000000 Penalty: 5250.056152
	Iteration 28Q: 3 clusters Score -5550278 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5550357.000000 Penalty: 5250.056152
	Iteration 29Q: 3 clusters Score -5550357 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5550428.500000 Penalty: 5250.056152
	Iteration 30Q: 3 clusters Score -5550428 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5550453.000000 Penalty: 5250.056152
	Iteration 31Q: 3 clusters Score -5550453 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -5550495.500000 Penalty: 5250.056152
	Iteration 32Q: 3 clusters Score -5550496 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5550528.500000 Penalty: 5250.056152
	Iteration 33Q: 3 clusters Score -5550528 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5550537.000000 Penalty: 5250.056152
	Iteration 34Q: 3 clusters Score -5550537 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5550546.500000 Penalty: 5250.056152
	Iteration 35Q: 3 clusters Score -5550546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5550563.000000 Penalty: 5250.056152
	Iteration 36Q: 3 clusters Score -5550563 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5550572.000000 Penalty: 5250.056152
	Iteration 37Q: 3 clusters Score -5550572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5550573.500000 Penalty: 5250.056152
	Iteration 38Q: 3 clusters Score -5550574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5550574.000000 Penalty: 5250.056152
	Iteration 39Q: 3 clusters Score -5550574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -5550586.000000 Penalty: 5250.056152
	Iteration 40F: 3 clusters Score -5550586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5550598.000000 Penalty: 5250.056152
	Iteration 41Q: 3 clusters Score -5550598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5550597.500000 Penalty: 5250.056152
	Iteration 42Q: 3 clusters Score -5550598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5550607.000000 Penalty: 5250.056152
	Iteration 43Q: 3 clusters Score -5550607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5550607.000000 Penalty: 5250.056152
	Iteration 44Q: 3 clusters Score -5550607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5550608.500000 Penalty: 5250.056152
	Iteration 45Q: 3 clusters Score -5550608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5550614.500000 Penalty: 5250.056152
	Iteration 46Q: 3 clusters Score -5550614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5550614.000000 Penalty: 5250.056152
	Iteration 47Q: 3 clusters Score -5550614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5550614.000000 Penalty: 5250.056152
	Iteration 48Q: 3 clusters Score -5550614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5550612.000000 Penalty: 5250.056152
	Iteration 49Q: 3 clusters Score -5550612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5550615.000000 Penalty: 5250.056152
	Iteration 50Q: 3 clusters Score -5550615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5550617.500000 Penalty: 5250.056152
	Iteration 51Q: 3 clusters Score -5550618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5550615.000000 Penalty: 5250.056152
	Iteration 52Q: 3 clusters Score -5550615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5550615.000000 Penalty: 5250.056152
	Iteration 53F: 3 clusters Score -5550615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -59166.921875 Penalty: 1532.644043
	Iteration 0F: 2 clusters Score -59166.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57718.222656 Penalty: 3065.288086
	Iteration 0F: 3 clusters Score -57718.22 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57943.566406 Penalty: 3065.288086
	Iteration 1F: 3 clusters Score -57943.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -58017.273438 Penalty: 3065.288086
	Iteration 2Q: 3 clusters Score -58017.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -58052.187500 Penalty: 3065.288086
	Iteration 3Q: 3 clusters Score -58052.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -58079.804688 Penalty: 3065.288086
	Iteration 4Q: 3 clusters Score -58079.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -58148.683594 Penalty: 3065.288086
	Iteration 5Q: 3 clusters Score -58148.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -58237.136719 Penalty: 3065.288086
	Iteration 6Q: 3 clusters Score -58237.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -58374.519531 Penalty: 3065.288086
	Iteration 7Q: 3 clusters Score -58374.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -58495.460938 Penalty: 3065.288086
	Iteration 8Q: 3 clusters Score -58495.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -58613.484375 Penalty: 3065.288086
	Iteration 9Q: 3 clusters Score -58613.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -58703.308594 Penalty: 3065.288086
	Iteration 10Q: 3 clusters Score -58703.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -58775.246094 Penalty: 3065.288086
	Iteration 11Q: 3 clusters Score -58775.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -58808.867188 Penalty: 3065.288086
	Iteration 12Q: 3 clusters Score -58808.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -58837.910156 Penalty: 3065.288086
	Iteration 13Q: 3 clusters Score -58837.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -58869.652344 Penalty: 3065.288086
	Iteration 14Q: 3 clusters Score -58869.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -58885.355469 Penalty: 3065.288086
	Iteration 15Q: 3 clusters Score -58885.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -58891.308594 Penalty: 3065.288086
	Iteration 16Q: 3 clusters Score -58891.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -58908.605469 Penalty: 3065.288086
	Iteration 17Q: 3 clusters Score -58908.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -58929.578125 Penalty: 3065.288086
	Iteration 18Q: 3 clusters Score -58929.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -58943.179688 Penalty: 3065.288086
	Iteration 19Q: 3 clusters Score -58943.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -58945.460938 Penalty: 3065.288086
	Iteration 20F: 3 clusters Score -58945.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -58955.921875 Penalty: 3065.288086
	Iteration 21Q: 3 clusters Score -58955.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -58973.484375 Penalty: 3065.288086
	Iteration 22Q: 3 clusters Score -58973.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -58973.484375 Penalty: 3065.288086
	Iteration 23F: 3 clusters Score -58973.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Entering Unmasked Estep 
Score: -763805.437500 Penalty: 2138.413330
	Iteration 0F: 2 clusters Score -763805.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -758994.562500 Penalty: 4276.826660
	Iteration 0F: 3 clusters Score -758994.6 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -760220.937500 Penalty: 4276.826660
	Iteration 1F: 3 clusters Score -760220.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -760438.312500 Penalty: 4276.826660
	Iteration 2F: 3 clusters Score -760438.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -760557.500000 Penalty: 4276.826660
	Iteration 3Q: 3 clusters Score -760557.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -760633.187500 Penalty: 4276.826660
	Iteration 4Q: 3 clusters Score -760633.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -760699.687500 Penalty: 4276.826660
	Iteration 5Q: 3 clusters Score -760699.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -760751.312500 Penalty: 4276.826660
	Iteration 6Q: 3 clusters Score -760751.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -760787.562500 Penalty: 4276.826660
	Iteration 7Q: 3 clusters Score -760787.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -760820.500000 Penalty: 4276.826660
	Iteration 8Q: 3 clusters Score -760820.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -760849.437500 Penalty: 4276.826660
	Iteration 9Q: 3 clusters Score -760849.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -760873.562500 Penalty: 4276.826660
	Iteration 10Q: 3 clusters Score -760873.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -760899.062500 Penalty: 4276.826660
	Iteration 11Q: 3 clusters Score -760899.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -760926.625000 Penalty: 4276.826660
	Iteration 12Q: 3 clusters Score -760926.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -760949.000000 Penalty: 4276.826660
	Iteration 13Q: 3 clusters Score -760949 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -760963.562500 Penalty: 4276.826660
	Iteration 14Q: 3 clusters Score -760963.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -760979.312500 Penalty: 4276.826660
	Iteration 15Q: 3 clusters Score -760979.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -760997.812500 Penalty: 4276.826660
	Iteration 16Q: 3 clusters Score -760997.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -761017.562500 Penalty: 4276.826660
	Iteration 17Q: 3 clusters Score -761017.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -761040.562500 Penalty: 4276.826660
	Iteration 18Q: 3 clusters Score -761040.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -761060.375000 Penalty: 4276.826660
	Iteration 19Q: 3 clusters Score -761060.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -761080.250000 Penalty: 4276.826660
	Iteration 20F: 3 clusters Score -761080.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -761107.312500 Penalty: 4276.826660
	Iteration 21Q: 3 clusters Score -761107.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -761139.125000 Penalty: 4276.826660
	Iteration 22Q: 3 clusters Score -761139.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -761179.375000 Penalty: 4276.826660
	Iteration 23Q: 3 clusters Score -761179.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -761214.250000 Penalty: 4276.826660
	Iteration 24Q: 3 clusters Score -761214.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -761248.625000 Penalty: 4276.826660
	Iteration 25Q: 3 clusters Score -761248.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -761284.375000 Penalty: 4276.826660
	Iteration 26Q: 3 clusters Score -761284.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -761318.937500 Penalty: 4276.826660
	Iteration 27Q: 3 clusters Score -761318.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -761367.000000 Penalty: 4276.826660
	Iteration 28Q: 3 clusters Score -761367 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -761407.687500 Penalty: 4276.826660
	Iteration 29Q: 3 clusters Score -761407.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -761448.812500 Penalty: 4276.826660
	Iteration 30Q: 3 clusters Score -761448.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -761485.187500 Penalty: 4276.826660
	Iteration 31Q: 3 clusters Score -761485.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -761544.250000 Penalty: 4276.826660
	Iteration 32Q: 3 clusters Score -761544.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -761589.250000 Penalty: 4276.826660
	Iteration 33Q: 3 clusters Score -761589.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -761619.937500 Penalty: 4276.826660
	Iteration 34Q: 3 clusters Score -761619.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -761650.937500 Penalty: 4276.826660
	Iteration 35Q: 3 clusters Score -761650.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -761675.562500 Penalty: 4276.826660
	Iteration 36Q: 3 clusters Score -761675.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -761695.187500 Penalty: 4276.826660
	Iteration 37Q: 3 clusters Score -761695.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -761711.500000 Penalty: 4276.826660
	Iteration 38Q: 3 clusters Score -761711.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -761725.437500 Penalty: 4276.826660
	Iteration 39Q: 3 clusters Score -761725.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -761742.187500 Penalty: 4276.826660
	Iteration 40F: 3 clusters Score -761742.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -761760.562500 Penalty: 4276.826660
	Iteration 41Q: 3 clusters Score -761760.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -761780.812500 Penalty: 4276.826660
	Iteration 42Q: 3 clusters Score -761780.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -761800.750000 Penalty: 4276.826660
	Iteration 43Q: 3 clusters Score -761800.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -761813.937500 Penalty: 4276.826660
	Iteration 44Q: 3 clusters Score -761813.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -761828.750000 Penalty: 4276.826660
	Iteration 45Q: 3 clusters Score -761828.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -761842.687500 Penalty: 4276.826660
	Iteration 46Q: 3 clusters Score -761842.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -761853.062500 Penalty: 4276.826660
	Iteration 47Q: 3 clusters Score -761853.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -761865.375000 Penalty: 4276.826660
	Iteration 48Q: 3 clusters Score -761865.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -761872.625000 Penalty: 4276.826660
	Iteration 49Q: 3 clusters Score -761872.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -761882.062500 Penalty: 4276.826660
	Iteration 50Q: 3 clusters Score -761882.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -761887.875000 Penalty: 4276.826660
	Iteration 51Q: 3 clusters Score -761887.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -761890.437500 Penalty: 4276.826660
	Iteration 52Q: 3 clusters Score -761890.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -761893.250000 Penalty: 4276.826660
	Iteration 53Q: 3 clusters Score -761893.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -761895.187500 Penalty: 4276.826660
	Iteration 54Q: 3 clusters Score -761895.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -761898.562500 Penalty: 4276.826660
	Iteration 55Q: 3 clusters Score -761898.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -761900.250000 Penalty: 4276.826660
	Iteration 56Q: 3 clusters Score -761900.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -761905.000000 Penalty: 4276.826660
	Iteration 57Q: 3 clusters Score -761905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -761908.750000 Penalty: 4276.826660
	Iteration 58Q: 3 clusters Score -761908.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -761911.250000 Penalty: 4276.826660
	Iteration 59Q: 3 clusters Score -761911.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -761914.125000 Penalty: 4276.826660
	Iteration 60F: 3 clusters Score -761914.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -761917.437500 Penalty: 4276.826660
	Iteration 61Q: 3 clusters Score -761917.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -761919.687500 Penalty: 4276.826660
	Iteration 62Q: 3 clusters Score -761919.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -761922.937500 Penalty: 4276.826660
	Iteration 63Q: 3 clusters Score -761922.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -761924.500000 Penalty: 4276.826660
	Iteration 64Q: 3 clusters Score -761924.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -761926.375000 Penalty: 4276.826660
	Iteration 65Q: 3 clusters Score -761926.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -761926.062500 Penalty: 4276.826660
	Iteration 66Q: 3 clusters Score -761926.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -761926.062500 Penalty: 4276.826660
	Iteration 67F: 3 clusters Score -761926.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Entering Unmasked Estep 
Score: -376298.218750 Penalty: 1969.264771
	Iteration 0F: 2 clusters Score -376298.2 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 1411 members 
Entering Unmasked Estep 
Score: -373180.000000 Penalty: 3938.529541
	Iteration 0F: 3 clusters Score -373180 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -373936.937500 Penalty: 3938.529541
	Iteration 1F: 3 clusters Score -373936.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -374210.125000 Penalty: 3938.529541
	Iteration 2F: 3 clusters Score -374210.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -374423.312500 Penalty: 3938.529541
	Iteration 3F: 3 clusters Score -374423.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -374562.156250 Penalty: 3938.529541
	Iteration 4F: 3 clusters Score -374562.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -374660.281250 Penalty: 3938.529541
	Iteration 5Q: 3 clusters Score -374660.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -374744.375000 Penalty: 3938.529541
	Iteration 6Q: 3 clusters Score -374744.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -374817.562500 Penalty: 3938.529541
	Iteration 7Q: 3 clusters Score -374817.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -374881.093750 Penalty: 3938.529541
	Iteration 8Q: 3 clusters Score -374881.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -374931.656250 Penalty: 3938.529541
	Iteration 9Q: 3 clusters Score -374931.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -374969.593750 Penalty: 3938.529541
	Iteration 10Q: 3 clusters Score -374969.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -375007.312500 Penalty: 3938.529541
	Iteration 11Q: 3 clusters Score -375007.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -375045.031250 Penalty: 3938.529541
	Iteration 12Q: 3 clusters Score -375045 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -375077.218750 Penalty: 3938.529541
	Iteration 13Q: 3 clusters Score -375077.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -375100.750000 Penalty: 3938.529541
	Iteration 14Q: 3 clusters Score -375100.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -375122.687500 Penalty: 3938.529541
	Iteration 15Q: 3 clusters Score -375122.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -375139.125000 Penalty: 3938.529541
	Iteration 16Q: 3 clusters Score -375139.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -375155.468750 Penalty: 3938.529541
	Iteration 17Q: 3 clusters Score -375155.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -375170.500000 Penalty: 3938.529541
	Iteration 18Q: 3 clusters Score -375170.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -375196.187500 Penalty: 3938.529541
	Iteration 19Q: 3 clusters Score -375196.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -375208.937500 Penalty: 3938.529541
	Iteration 20F: 3 clusters Score -375208.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -375224.000000 Penalty: 3938.529541
	Iteration 21Q: 3 clusters Score -375224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -375241.406250 Penalty: 3938.529541
	Iteration 22Q: 3 clusters Score -375241.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -375257.187500 Penalty: 3938.529541
	Iteration 23Q: 3 clusters Score -375257.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -375273.000000 Penalty: 3938.529541
	Iteration 24Q: 3 clusters Score -375273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -375286.531250 Penalty: 3938.529541
	Iteration 25Q: 3 clusters Score -375286.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -375297.281250 Penalty: 3938.529541
	Iteration 26Q: 3 clusters Score -375297.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -375301.281250 Penalty: 3938.529541
	Iteration 27Q: 3 clusters Score -375301.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -375303.187500 Penalty: 3938.529541
	Iteration 28Q: 3 clusters Score -375303.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -375305.500000 Penalty: 3938.529541
	Iteration 29Q: 3 clusters Score -375305.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -375308.187500 Penalty: 3938.529541
	Iteration 30Q: 3 clusters Score -375308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -375310.781250 Penalty: 3938.529541
	Iteration 31Q: 3 clusters Score -375310.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -375311.875000 Penalty: 3938.529541
	Iteration 32Q: 3 clusters Score -375311.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -375311.656250 Penalty: 3938.529541
	Iteration 33Q: 3 clusters Score -375311.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -375311.781250 Penalty: 3938.529541
	Iteration 34Q: 3 clusters Score -375311.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -375311.781250 Penalty: 3938.529541
	Iteration 35F: 3 clusters Score -375311.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Entering Unmasked Estep 
Score: -1142179.875000 Penalty: 2244.122070
	Iteration 0F: 2 clusters Score -1142180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1135381.500000 Penalty: 4488.244141
	Iteration 0F: 3 clusters Score -1135382 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1137333.875000 Penalty: 4488.244141
	Iteration 1F: 3 clusters Score -1137334 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1137659.500000 Penalty: 4488.244141
	Iteration 2F: 3 clusters Score -1137660 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1137910.875000 Penalty: 4488.244141
	Iteration 3F: 3 clusters Score -1137911 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1138142.500000 Penalty: 4488.244141
	Iteration 4Q: 3 clusters Score -1138142 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1138335.125000 Penalty: 4488.244141
	Iteration 5Q: 3 clusters Score -1138335 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1138517.625000 Penalty: 4488.244141
	Iteration 6Q: 3 clusters Score -1138518 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1138736.375000 Penalty: 4488.244141
	Iteration 7Q: 3 clusters Score -1138736 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1138924.375000 Penalty: 4488.244141
	Iteration 8Q: 3 clusters Score -1138924 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1139061.375000 Penalty: 4488.244141
	Iteration 9Q: 3 clusters Score -1139061 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1139160.375000 Penalty: 4488.244141
	Iteration 10Q: 3 clusters Score -1139160 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1139260.750000 Penalty: 4488.244141
	Iteration 11Q: 3 clusters Score -1139261 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1139350.875000 Penalty: 4488.244141
	Iteration 12Q: 3 clusters Score -1139351 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1139442.875000 Penalty: 4488.244141
	Iteration 13Q: 3 clusters Score -1139443 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1139547.125000 Penalty: 4488.244141
	Iteration 14Q: 3 clusters Score -1139547 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1139656.125000 Penalty: 4488.244141
	Iteration 15Q: 3 clusters Score -1139656 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1139759.500000 Penalty: 4488.244141
	Iteration 16Q: 3 clusters Score -1139760 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1139842.625000 Penalty: 4488.244141
	Iteration 17Q: 3 clusters Score -1139843 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1139929.875000 Penalty: 4488.244141
	Iteration 18Q: 3 clusters Score -1139930 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1140001.625000 Penalty: 4488.244141
	Iteration 19Q: 3 clusters Score -1140002 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1140061.500000 Penalty: 4488.244141
	Iteration 20F: 3 clusters Score -1140062 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1140109.125000 Penalty: 4488.244141
	Iteration 21Q: 3 clusters Score -1140109 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1140149.625000 Penalty: 4488.244141
	Iteration 22Q: 3 clusters Score -1140150 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1140186.000000 Penalty: 4488.244141
	Iteration 23Q: 3 clusters Score -1140186 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1140230.000000 Penalty: 4488.244141
	Iteration 24Q: 3 clusters Score -1140230 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1140290.750000 Penalty: 4488.244141
	Iteration 25Q: 3 clusters Score -1140291 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1140341.625000 Penalty: 4488.244141
	Iteration 26Q: 3 clusters Score -1140342 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1140403.625000 Penalty: 4488.244141
	Iteration 27Q: 3 clusters Score -1140404 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1140447.125000 Penalty: 4488.244141
	Iteration 28Q: 3 clusters Score -1140447 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1140489.750000 Penalty: 4488.244141
	Iteration 29Q: 3 clusters Score -1140490 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1140534.375000 Penalty: 4488.244141
	Iteration 30Q: 3 clusters Score -1140534 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1140572.875000 Penalty: 4488.244141
	Iteration 31Q: 3 clusters Score -1140573 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1140604.750000 Penalty: 4488.244141
	Iteration 32Q: 3 clusters Score -1140605 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1140646.875000 Penalty: 4488.244141
	Iteration 33Q: 3 clusters Score -1140647 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1140701.625000 Penalty: 4488.244141
	Iteration 34Q: 3 clusters Score -1140702 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1140749.875000 Penalty: 4488.244141
	Iteration 35Q: 3 clusters Score -1140750 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1140801.375000 Penalty: 4488.244141
	Iteration 36Q: 3 clusters Score -1140801 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1140832.250000 Penalty: 4488.244141
	Iteration 37Q: 3 clusters Score -1140832 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1140854.000000 Penalty: 4488.244141
	Iteration 38Q: 3 clusters Score -1140854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1140860.250000 Penalty: 4488.244141
	Iteration 39Q: 3 clusters Score -1140860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1140883.125000 Penalty: 4488.244141
	Iteration 40F: 3 clusters Score -1140883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1140890.000000 Penalty: 4488.244141
	Iteration 41Q: 3 clusters Score -1140890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1140895.625000 Penalty: 4488.244141
	Iteration 42Q: 3 clusters Score -1140896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1140898.375000 Penalty: 4488.244141
	Iteration 43Q: 3 clusters Score -1140898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1140898.375000 Penalty: 4488.244141
	Iteration 44Q: 3 clusters Score -1140898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1140898.375000 Penalty: 4488.244141
	Iteration 45Q: 3 clusters Score -1140898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1140897.500000 Penalty: 4488.244141
	Iteration 46Q: 3 clusters Score -1140898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1140902.375000 Penalty: 4488.244141
	Iteration 47Q: 3 clusters Score -1140902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1140905.750000 Penalty: 4488.244141
	Iteration 48Q: 3 clusters Score -1140906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1140908.000000 Penalty: 4488.244141
	Iteration 49Q: 3 clusters Score -1140908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1140909.125000 Penalty: 4488.244141
	Iteration 50Q: 3 clusters Score -1140909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1140909.125000 Penalty: 4488.244141
	Iteration 51F: 3 clusters Score -1140909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Entering Unmasked Estep 
Score: -725635.000000 Penalty: 2126.527344
	Iteration 0F: 2 clusters Score -725635 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 2728 members 
Entering Unmasked Estep 
Score: -720893.062500 Penalty: 4253.054688
	Iteration 0F: 3 clusters Score -720893.1 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -722011.312500 Penalty: 4253.054688
	Iteration 1F: 3 clusters Score -722011.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -722231.312500 Penalty: 4253.054688
	Iteration 2F: 3 clusters Score -722231.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -722341.875000 Penalty: 4253.054688
	Iteration 3Q: 3 clusters Score -722341.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -722421.437500 Penalty: 4253.054688
	Iteration 4Q: 3 clusters Score -722421.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -722497.750000 Penalty: 4253.054688
	Iteration 5Q: 3 clusters Score -722497.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -722567.437500 Penalty: 4253.054688
	Iteration 6Q: 3 clusters Score -722567.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -722631.500000 Penalty: 4253.054688
	Iteration 7Q: 3 clusters Score -722631.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -722702.000000 Penalty: 4253.054688
	Iteration 8Q: 3 clusters Score -722702 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -722769.500000 Penalty: 4253.054688
	Iteration 9Q: 3 clusters Score -722769.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -722840.562500 Penalty: 4253.054688
	Iteration 10Q: 3 clusters Score -722840.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -722915.250000 Penalty: 4253.054688
	Iteration 11Q: 3 clusters Score -722915.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -722975.562500 Penalty: 4253.054688
	Iteration 12Q: 3 clusters Score -722975.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -723039.250000 Penalty: 4253.054688
	Iteration 13Q: 3 clusters Score -723039.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -723113.312500 Penalty: 4253.054688
	Iteration 14Q: 3 clusters Score -723113.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -723185.687500 Penalty: 4253.054688
	Iteration 15Q: 3 clusters Score -723185.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -723248.062500 Penalty: 4253.054688
	Iteration 16Q: 3 clusters Score -723248.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -723320.062500 Penalty: 4253.054688
	Iteration 17Q: 3 clusters Score -723320.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -723385.937500 Penalty: 4253.054688
	Iteration 18Q: 3 clusters Score -723385.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -723443.375000 Penalty: 4253.054688
	Iteration 19Q: 3 clusters Score -723443.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -723500.937500 Penalty: 4253.054688
	Iteration 20F: 3 clusters Score -723500.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -723554.062500 Penalty: 4253.054688
	Iteration 21Q: 3 clusters Score -723554.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -723609.875000 Penalty: 4253.054688
	Iteration 22Q: 3 clusters Score -723609.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -723654.000000 Penalty: 4253.054688
	Iteration 23Q: 3 clusters Score -723654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -723677.625000 Penalty: 4253.054688
	Iteration 24Q: 3 clusters Score -723677.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -723694.937500 Penalty: 4253.054688
	Iteration 25Q: 3 clusters Score -723694.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -723717.625000 Penalty: 4253.054688
	Iteration 26Q: 3 clusters Score -723717.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -723729.937500 Penalty: 4253.054688
	Iteration 27Q: 3 clusters Score -723729.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -723735.562500 Penalty: 4253.054688
	Iteration 28Q: 3 clusters Score -723735.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -723743.187500 Penalty: 4253.054688
	Iteration 29Q: 3 clusters Score -723743.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -723747.562500 Penalty: 4253.054688
	Iteration 30Q: 3 clusters Score -723747.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -723751.875000 Penalty: 4253.054688
	Iteration 31Q: 3 clusters Score -723751.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -723756.812500 Penalty: 4253.054688
	Iteration 32Q: 3 clusters Score -723756.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -723757.875000 Penalty: 4253.054688
	Iteration 33Q: 3 clusters Score -723757.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -723759.375000 Penalty: 4253.054688
	Iteration 34Q: 3 clusters Score -723759.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -723759.687500 Penalty: 4253.054688
	Iteration 35Q: 3 clusters Score -723759.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -723759.687500 Penalty: 4253.054688
	Iteration 36F: 3 clusters Score -723759.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (58933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58933 members 
Entering Unmasked Estep 
Score: -8274175.000000 Penalty: 2724.070801
	Iteration 0F: 2 clusters Score -8274175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -8234707.000000 Penalty: 5448.141602
	Iteration 0F: 3 clusters Score -8234707 nChanged 27368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -8249788.000000 Penalty: 5448.141602
	Iteration 1F: 3 clusters Score -8249788 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -8250449.000000 Penalty: 5448.141602
	Iteration 2Q: 3 clusters Score -8250449 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -8251101.000000 Penalty: 5448.141602
	Iteration 3Q: 3 clusters Score -8251101 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -8251745.000000 Penalty: 5448.141602
	Iteration 4Q: 3 clusters Score -8251745 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -8252504.500000 Penalty: 5448.141602
	Iteration 5Q: 3 clusters Score -8252504 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -8253474.500000 Penalty: 5448.141602
	Iteration 6Q: 3 clusters Score -8253474 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -8254577.500000 Penalty: 5448.141602
	Iteration 7Q: 3 clusters Score -8254578 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -8255795.500000 Penalty: 5448.141602
	Iteration 8Q: 3 clusters Score -8255796 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -8257089.000000 Penalty: 5448.141602
	Iteration 9Q: 3 clusters Score -8257089 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -8258524.000000 Penalty: 5448.141602
	Iteration 10Q: 3 clusters Score -8258524 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -8260143.000000 Penalty: 5448.141602
	Iteration 11Q: 3 clusters Score -8260143 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -8261755.000000 Penalty: 5448.141602
	Iteration 12Q: 3 clusters Score -8261755 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -8263281.500000 Penalty: 5448.141602
	Iteration 13Q: 3 clusters Score -8263282 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -8264445.500000 Penalty: 5448.141602
	Iteration 14Q: 3 clusters Score -8264446 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -8265008.000000 Penalty: 5448.141602
	Iteration 15Q: 3 clusters Score -8265008 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -8265329.500000 Penalty: 5448.141602
	Iteration 16Q: 3 clusters Score -8265330 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -8265555.500000 Penalty: 5448.141602
	Iteration 17Q: 3 clusters Score -8265556 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -8265727.500000 Penalty: 5448.141602
	Iteration 18Q: 3 clusters Score -8265728 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -8265876.000000 Penalty: 5448.141602
	Iteration 19Q: 3 clusters Score -8265876 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -8265998.000000 Penalty: 5448.141602
	Iteration 20F: 3 clusters Score -8265998 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -8266201.500000 Penalty: 5448.141602
	Iteration 21Q: 3 clusters Score -8266202 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -8266381.500000 Penalty: 5448.141602
	Iteration 22Q: 3 clusters Score -8266382 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -8266556.000000 Penalty: 5448.141602
	Iteration 23Q: 3 clusters Score -8266556 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -8266720.000000 Penalty: 5448.141602
	Iteration 24Q: 3 clusters Score -8266720 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -8266929.000000 Penalty: 5448.141602
	Iteration 25Q: 3 clusters Score -8266929 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -8267077.500000 Penalty: 5448.141602
	Iteration 26Q: 3 clusters Score -8267078 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -8267311.000000 Penalty: 5448.141602
	Iteration 27Q: 3 clusters Score -8267311 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -8267546.000000 Penalty: 5448.141602
	Iteration 28Q: 3 clusters Score -8267546 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -8267816.500000 Penalty: 5448.141602
	Iteration 29Q: 3 clusters Score -8267816 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -8268061.000000 Penalty: 5448.141602
	Iteration 30Q: 3 clusters Score -8268061 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -8268272.000000 Penalty: 5448.141602
	Iteration 31Q: 3 clusters Score -8268272 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
Score: -8268509.500000 Penalty: 5448.141602
	Iteration 32Q: 3 clusters Score -8268510 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -8268742.500000 Penalty: 5448.141602
	Iteration 33Q: 3 clusters Score -8268742 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -8268952.500000 Penalty: 5448.141602
	Iteration 34Q: 3 clusters Score -8268952 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 51967 members 
Entering Unmasked Estep 
Score: -8269207.000000 Penalty: 5448.141602
	Iteration 35Q: 3 clusters Score -8269207 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 52628 members 
Entering Unmasked Estep 
Score: -8269478.000000 Penalty: 5448.141602
	Iteration 36Q: 3 clusters Score -8269478 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 53266 members 
Entering Unmasked Estep 
Score: -8269712.000000 Penalty: 5448.141602
	Iteration 37Q: 3 clusters Score -8269712 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 53861 members 
Entering Unmasked Estep 
Score: -8269925.000000 Penalty: 5448.141602
	Iteration 38Q: 3 clusters Score -8269925 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 54413 members 
Entering Unmasked Estep 
Score: -8270187.000000 Penalty: 5448.141602
	Iteration 39Q: 3 clusters Score -8270187 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 54926 members 
Entering Unmasked Estep 
Score: -8270414.500000 Penalty: 5448.141602
	Iteration 40F: 3 clusters Score -8270414 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 55406 members 
Entering Unmasked Estep 
Score: -8270648.500000 Penalty: 5448.141602
	Iteration 41Q: 3 clusters Score -8270648 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 55837 members 
Entering Unmasked Estep 
Score: -8270839.000000 Penalty: 5448.141602
	Iteration 42Q: 3 clusters Score -8270839 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 56196 members 
Entering Unmasked Estep 
Score: -8271035.000000 Penalty: 5448.141602
	Iteration 43Q: 3 clusters Score -8271035 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 56482 members 
Entering Unmasked Estep 
Score: -8271151.000000 Penalty: 5448.141602
	Iteration 44Q: 3 clusters Score -8271151 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 56728 members 
Entering Unmasked Estep 
Score: -8271253.000000 Penalty: 5448.141602
	Iteration 45Q: 3 clusters Score -8271253 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 56923 members 
Entering Unmasked Estep 
Score: -8271331.000000 Penalty: 5448.141602
	Iteration 46Q: 3 clusters Score -8271331 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 57086 members 
Entering Unmasked Estep 
Score: -8271418.500000 Penalty: 5448.141602
	Iteration 47Q: 3 clusters Score -8271418 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 57242 members 
Entering Unmasked Estep 
Score: -8271488.500000 Penalty: 5448.141602
	Iteration 48Q: 3 clusters Score -8271488 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 57374 members 
Entering Unmasked Estep 
Score: -8271537.000000 Penalty: 5448.141602
	Iteration 49Q: 3 clusters Score -8271537 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 57483 members 
Entering Unmasked Estep 
Score: -8271590.000000 Penalty: 5448.141602
	Iteration 50Q: 3 clusters Score -8271590 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 57580 members 
Entering Unmasked Estep 
Score: -8271633.000000 Penalty: 5448.141602
	Iteration 51Q: 3 clusters Score -8271633 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 57656 members 
Entering Unmasked Estep 
Score: -8271680.000000 Penalty: 5448.141602
	Iteration 52Q: 3 clusters Score -8271680 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
Score: -8271710.500000 Penalty: 5448.141602
	Iteration 53Q: 3 clusters Score -8271710 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -8271732.000000 Penalty: 5448.141602
	Iteration 54Q: 3 clusters Score -8271732 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 57787 members 
Entering Unmasked Estep 
Score: -8271739.000000 Penalty: 5448.141602
	Iteration 55Q: 3 clusters Score -8271739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 57814 members 
Entering Unmasked Estep 
Score: -8271755.500000 Penalty: 5448.141602
	Iteration 56Q: 3 clusters Score -8271756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -8271759.000000 Penalty: 5448.141602
	Iteration 57Q: 3 clusters Score -8271759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 57855 members 
Entering Unmasked Estep 
Score: -8271780.000000 Penalty: 5448.141602
	Iteration 58Q: 3 clusters Score -8271780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -8271797.500000 Penalty: 5448.141602
	Iteration 59Q: 3 clusters Score -8271798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 57898 members 
Entering Unmasked Estep 
Score: -8271812.000000 Penalty: 5448.141602
	Iteration 60F: 3 clusters Score -8271812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 57917 members 
Entering Unmasked Estep 
Score: -8271819.000000 Penalty: 5448.141602
	Iteration 61Q: 3 clusters Score -8271819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -8271821.500000 Penalty: 5448.141602
	Iteration 62Q: 3 clusters Score -8271822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 57946 members 
Entering Unmasked Estep 
Score: -8271834.500000 Penalty: 5448.141602
	Iteration 63Q: 3 clusters Score -8271834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 57961 members 
Entering Unmasked Estep 
Score: -8271826.500000 Penalty: 5448.141602
	Iteration 64Q: 3 clusters Score -8271826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 57978 members 
Entering Unmasked Estep 
Score: -8271835.000000 Penalty: 5448.141602
	Iteration 65Q: 3 clusters Score -8271835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 57992 members 
Entering Unmasked Estep 
Score: -8271835.000000 Penalty: 5448.141602
	Iteration 66Q: 3 clusters Score -8271835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 58005 members 
Entering Unmasked Estep 
Score: -8271850.500000 Penalty: 5448.141602
	Iteration 67Q: 3 clusters Score -8271850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 58021 members 
Entering Unmasked Estep 
Score: -8271850.500000 Penalty: 5448.141602
	Iteration 68Q: 3 clusters Score -8271850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 58031 members 
Entering Unmasked Estep 
Score: -8271860.500000 Penalty: 5448.141602
	Iteration 69Q: 3 clusters Score -8271860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 58035 members 
Entering Unmasked Estep 
Score: -8271862.000000 Penalty: 5448.141602
	Iteration 70Q: 3 clusters Score -8271862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 58043 members 
Entering Unmasked Estep 
Score: -8271865.500000 Penalty: 5448.141602
	Iteration 71Q: 3 clusters Score -8271866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 58051 members 
Entering Unmasked Estep 
Score: -8271876.000000 Penalty: 5448.141602
	Iteration 72Q: 3 clusters Score -8271876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 58059 members 
Entering Unmasked Estep 
Score: -8271875.500000 Penalty: 5448.141602
	Iteration 73Q: 3 clusters Score -8271876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 58062 members 
Entering Unmasked Estep 
Score: -8271875.500000 Penalty: 5448.141602
	Iteration 74Q: 3 clusters Score -8271876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 58066 members 
Entering Unmasked Estep 
Score: -8271878.000000 Penalty: 5448.141602
	Iteration 75Q: 3 clusters Score -8271878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 58067 members 
Entering Unmasked Estep 
Score: -8271877.000000 Penalty: 5448.141602
	Iteration 76Q: 3 clusters Score -8271877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 58069 members 
Entering Unmasked Estep 
Score: -8271880.500000 Penalty: 5448.141602
	Iteration 77Q: 3 clusters Score -8271880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 58071 members 
Entering Unmasked Estep 
Score: -8271882.000000 Penalty: 5448.141602
	Iteration 78Q: 3 clusters Score -8271882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 58073 members 
Entering Unmasked Estep 
Score: -8271885.500000 Penalty: 5448.141602
	Iteration 79Q: 3 clusters Score -8271886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 58074 members 
Entering Unmasked Estep 
Score: -8271885.000000 Penalty: 5448.141602
	Iteration 80F: 3 clusters Score -8271885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -8271884.500000 Penalty: 5448.141602
	Iteration 81Q: 3 clusters Score -8271884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 58080 members 
Entering Unmasked Estep 
Score: -8271887.000000 Penalty: 5448.141602
	Iteration 82Q: 3 clusters Score -8271887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 58082 members 
Entering Unmasked Estep 
Score: -8271883.500000 Penalty: 5448.141602
	Iteration 83Q: 3 clusters Score -8271884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -8271891.000000 Penalty: 5448.141602
	Iteration 84Q: 3 clusters Score -8271891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -8271891.000000 Penalty: 5448.141602
	Iteration 85F: 3 clusters Score -8271891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -1134336.125000 Penalty: 2242.190918
	Iteration 0F: 2 clusters Score -1134336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1127721.625000 Penalty: 4484.381836
	Iteration 0F: 3 clusters Score -1127722 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1129831.125000 Penalty: 4484.381836
	Iteration 1F: 3 clusters Score -1129831 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1130396.375000 Penalty: 4484.381836
	Iteration 2F: 3 clusters Score -1130396 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1131047.750000 Penalty: 4484.381836
	Iteration 3F: 3 clusters Score -1131048 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1131773.750000 Penalty: 4484.381836
	Iteration 4F: 3 clusters Score -1131774 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1132434.500000 Penalty: 4484.381836
	Iteration 5F: 3 clusters Score -1132434 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1132956.625000 Penalty: 4484.381836
	Iteration 6F: 3 clusters Score -1132957 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1133323.500000 Penalty: 4484.381836
	Iteration 7F: 3 clusters Score -1133324 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1133588.250000 Penalty: 4484.381836
	Iteration 8Q: 3 clusters Score -1133588 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1133802.250000 Penalty: 4484.381836
	Iteration 9Q: 3 clusters Score -1133802 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1133960.750000 Penalty: 4484.381836
	Iteration 10Q: 3 clusters Score -1133961 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1134062.250000 Penalty: 4484.381836
	Iteration 11Q: 3 clusters Score -1134062 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1134122.625000 Penalty: 4484.381836
	Iteration 12Q: 3 clusters Score -1134123 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1134165.000000 Penalty: 4484.381836
	Iteration 13Q: 3 clusters Score -1134165 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1134201.000000 Penalty: 4484.381836
	Iteration 14Q: 3 clusters Score -1134201 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1134229.875000 Penalty: 4484.381836
	Iteration 15Q: 3 clusters Score -1134230 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1134241.500000 Penalty: 4484.381836
	Iteration 16Q: 3 clusters Score -1134242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1134253.000000 Penalty: 4484.381836
	Iteration 17Q: 3 clusters Score -1134253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1134260.750000 Penalty: 4484.381836
	Iteration 18Q: 3 clusters Score -1134261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1134266.750000 Penalty: 4484.381836
	Iteration 19Q: 3 clusters Score -1134267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1134265.750000 Penalty: 4484.381836
	Iteration 20F: 3 clusters Score -1134266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1134266.250000 Penalty: 4484.381836
	Iteration 21Q: 3 clusters Score -1134266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1134267.125000 Penalty: 4484.381836
	Iteration 22Q: 3 clusters Score -1134267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1134265.750000 Penalty: 4484.381836
	Iteration 23Q: 3 clusters Score -1134266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1134268.500000 Penalty: 4484.381836
	Iteration 24Q: 3 clusters Score -1134268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1134268.625000 Penalty: 4484.381836
	Iteration 25Q: 3 clusters Score -1134269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1134270.250000 Penalty: 4484.381836
	Iteration 26Q: 3 clusters Score -1134270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1134268.375000 Penalty: 4484.381836
	Iteration 27Q: 3 clusters Score -1134268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1134268.375000 Penalty: 4484.381836
	Iteration 28F: 3 clusters Score -1134268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (66653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66653 members 
Entering Unmasked Estep 
Score: -9322570.000000 Penalty: 2754.599121
	Iteration 0F: 2 clusters Score -9322570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -9277992.000000 Penalty: 5509.198242
	Iteration 0F: 3 clusters Score -9277992 nChanged 31095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -9295560.000000 Penalty: 5509.198242
	Iteration 1F: 3 clusters Score -9295560 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -9296307.000000 Penalty: 5509.198242
	Iteration 2Q: 3 clusters Score -9296307 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -9297061.000000 Penalty: 5509.198242
	Iteration 3Q: 3 clusters Score -9297061 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -9298066.000000 Penalty: 5509.198242
	Iteration 4Q: 3 clusters Score -9298066 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -9299382.000000 Penalty: 5509.198242
	Iteration 5Q: 3 clusters Score -9299382 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -9301323.000000 Penalty: 5509.198242
	Iteration 6F: 3 clusters Score -9301323 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -9304333.000000 Penalty: 5509.198242
	Iteration 7F: 3 clusters Score -9304333 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -9308126.000000 Penalty: 5509.198242
	Iteration 8F: 3 clusters Score -9308126 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -9312184.000000 Penalty: 5509.198242
	Iteration 9F: 3 clusters Score -9312184 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52455 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -9315173 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53899 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9316876 nChanged 1477
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9317685 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -9318064.000000 Penalty: 5509.198242
	Iteration 13Q: 3 clusters Score -9318064 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -9318359.000000 Penalty: 5509.198242
	Iteration 14Q: 3 clusters Score -9318359 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56824 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9318582 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57312 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -9318720.000000 Penalty: 5509.198242
	Iteration 16Q: 3 clusters Score -9318720 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57765 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -9318872.000000 Penalty: 5509.198242
	Iteration 17Q: 3 clusters Score -9318872 nChanged 434
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58189 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -9318912.000000 Penalty: 5509.198242
	Iteration 18Q: 3 clusters Score -9318912 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -9319028.000000 Penalty: 5509.198242
	Iteration 19Q: 3 clusters Score -9319028 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -9319111.000000 Penalty: 5509.198242
	Iteration 20F: 3 clusters Score -9319111 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -9319215.000000 Penalty: 5509.198242
	Iteration 21Q: 3 clusters Score -9319215 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59698 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -9319302.000000 Penalty: 5509.198242
	Iteration 22Q: 3 clusters Score -9319302 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60046 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -9319403.000000 Penalty: 5509.198242
	Iteration 23Q: 3 clusters Score -9319403 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -9319438.000000 Penalty: 5509.198242
	Iteration 24Q: 3 clusters Score -9319438 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60630 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -9319493.000000 Penalty: 5509.198242
	Iteration 25Q: 3 clusters Score -9319493 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60900 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -9319583.000000 Penalty: 5509.198242
	Iteration 26Q: 3 clusters Score -9319583 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61196 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -9319653.000000 Penalty: 5509.198242
	Iteration 27Q: 3 clusters Score -9319653 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -9319732.000000 Penalty: 5509.198242
	Iteration 28Q: 3 clusters Score -9319732 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -9319788.000000 Penalty: 5509.198242
	Iteration 29Q: 3 clusters Score -9319788 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61952 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -9319863.000000 Penalty: 5509.198242
	Iteration 30Q: 3 clusters Score -9319863 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62166 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -9319950.000000 Penalty: 5509.198242
	Iteration 31Q: 3 clusters Score -9319950 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -9319984.000000 Penalty: 5509.198242
	Iteration 32Q: 3 clusters Score -9319984 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -9320034.000000 Penalty: 5509.198242
	Iteration 33Q: 3 clusters Score -9320034 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62722 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -9320074.000000 Penalty: 5509.198242
	Iteration 34Q: 3 clusters Score -9320074 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62881 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -9320099.000000 Penalty: 5509.198242
	Iteration 35Q: 3 clusters Score -9320099 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63029 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -9320107.000000 Penalty: 5509.198242
	Iteration 36Q: 3 clusters Score -9320107 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63177 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -9320135.000000 Penalty: 5509.198242
	Iteration 37Q: 3 clusters Score -9320135 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63312 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -9320170.000000 Penalty: 5509.198242
	Iteration 38Q: 3 clusters Score -9320170 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63435 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -9320200.000000 Penalty: 5509.198242
	Iteration 39Q: 3 clusters Score -9320200 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63560 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -9320214.000000 Penalty: 5509.198242
	Iteration 40F: 3 clusters Score -9320214 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63676 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -9320273.000000 Penalty: 5509.198242
	Iteration 41Q: 3 clusters Score -9320273 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63797 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -9320291.000000 Penalty: 5509.198242
	Iteration 42Q: 3 clusters Score -9320291 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63883 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -9320322.000000 Penalty: 5509.198242
	Iteration 43Q: 3 clusters Score -9320322 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63959 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -9320323.000000 Penalty: 5509.198242
	Iteration 44Q: 3 clusters Score -9320323 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64027 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -9320358.000000 Penalty: 5509.198242
	Iteration 45Q: 3 clusters Score -9320358 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64086 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -9320357.000000 Penalty: 5509.198242
	Iteration 46Q: 3 clusters Score -9320357 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64149 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -9320370.000000 Penalty: 5509.198242
	Iteration 47Q: 3 clusters Score -9320370 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64212 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -9320378.000000 Penalty: 5509.198242
	Iteration 48Q: 3 clusters Score -9320378 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64274 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -9320395.000000 Penalty: 5509.198242
	Iteration 49Q: 3 clusters Score -9320395 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64319 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -9320386.000000 Penalty: 5509.198242
	Iteration 50Q: 3 clusters Score -9320386 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64373 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -9320417.000000 Penalty: 5509.198242
	Iteration 51Q: 3 clusters Score -9320417 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -9320439.000000 Penalty: 5509.198242
	Iteration 52Q: 3 clusters Score -9320439 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64473 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -9320439.000000 Penalty: 5509.198242
	Iteration 53Q: 3 clusters Score -9320439 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -9320453.000000 Penalty: 5509.198242
	Iteration 54Q: 3 clusters Score -9320453 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64550 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -9320472.000000 Penalty: 5509.198242
	Iteration 55Q: 3 clusters Score -9320472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64591 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -9320482.000000 Penalty: 5509.198242
	Iteration 56Q: 3 clusters Score -9320482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64618 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -9320492.000000 Penalty: 5509.198242
	Iteration 57Q: 3 clusters Score -9320492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64642 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -9320501.000000 Penalty: 5509.198242
	Iteration 58Q: 3 clusters Score -9320501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64661 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -9320516.000000 Penalty: 5509.198242
	Iteration 59Q: 3 clusters Score -9320516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64686 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -9320499.000000 Penalty: 5509.198242
	Iteration 60F: 3 clusters Score -9320499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64700 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -9320490.000000 Penalty: 5509.198242
	Iteration 61Q: 3 clusters Score -9320490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64716 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -9320495.000000 Penalty: 5509.198242
	Iteration 62Q: 3 clusters Score -9320495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64727 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -9320504.000000 Penalty: 5509.198242
	Iteration 63Q: 3 clusters Score -9320504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64741 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -9320511.000000 Penalty: 5509.198242
	Iteration 64Q: 3 clusters Score -9320511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64753 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -9320517.000000 Penalty: 5509.198242
	Iteration 65Q: 3 clusters Score -9320517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64770 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -9320512.000000 Penalty: 5509.198242
	Iteration 66Q: 3 clusters Score -9320512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64782 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -9320520.000000 Penalty: 5509.198242
	Iteration 67Q: 3 clusters Score -9320520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64799 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -9320506.000000 Penalty: 5509.198242
	Iteration 68Q: 3 clusters Score -9320506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64817 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -9320510.000000 Penalty: 5509.198242
	Iteration 69Q: 3 clusters Score -9320510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64829 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -9320524.000000 Penalty: 5509.198242
	Iteration 70Q: 3 clusters Score -9320524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64845 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -9320529.000000 Penalty: 5509.198242
	Iteration 71Q: 3 clusters Score -9320529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64861 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -9320535.000000 Penalty: 5509.198242
	Iteration 72Q: 3 clusters Score -9320535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64879 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -9320536.000000 Penalty: 5509.198242
	Iteration 73Q: 3 clusters Score -9320536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64898 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -9320554.000000 Penalty: 5509.198242
	Iteration 74Q: 3 clusters Score -9320554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64913 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -9320561.000000 Penalty: 5509.198242
	Iteration 75Q: 3 clusters Score -9320561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64923 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -9320565.000000 Penalty: 5509.198242
	Iteration 76Q: 3 clusters Score -9320565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64933 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -9320567.000000 Penalty: 5509.198242
	Iteration 77Q: 3 clusters Score -9320567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64944 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -9320565.000000 Penalty: 5509.198242
	Iteration 78Q: 3 clusters Score -9320565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64959 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -9320570.000000 Penalty: 5509.198242
	Iteration 79Q: 3 clusters Score -9320570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64973 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -9320578.000000 Penalty: 5509.198242
	Iteration 80F: 3 clusters Score -9320578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64986 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -9320576.000000 Penalty: 5509.198242
	Iteration 81Q: 3 clusters Score -9320576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64996 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -9320573.000000 Penalty: 5509.198242
	Iteration 82Q: 3 clusters Score -9320573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65011 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -9320577.000000 Penalty: 5509.198242
	Iteration 83Q: 3 clusters Score -9320577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65021 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -9320577.000000 Penalty: 5509.198242
	Iteration 84Q: 3 clusters Score -9320577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65033 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -9320571.000000 Penalty: 5509.198242
	Iteration 85Q: 3 clusters Score -9320571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65048 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -9320590.000000 Penalty: 5509.198242
	Iteration 86Q: 3 clusters Score -9320590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65056 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -9320585.000000 Penalty: 5509.198242
	Iteration 87Q: 3 clusters Score -9320585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65071 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -9320601.000000 Penalty: 5509.198242
	Iteration 88Q: 3 clusters Score -9320601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65079 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -9320599.000000 Penalty: 5509.198242
	Iteration 89Q: 3 clusters Score -9320599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65082 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -9320590.000000 Penalty: 5509.198242
	Iteration 90Q: 3 clusters Score -9320590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65087 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -9320588.000000 Penalty: 5509.198242
	Iteration 91Q: 3 clusters Score -9320588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65089 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -9320589.000000 Penalty: 5509.198242
	Iteration 92Q: 3 clusters Score -9320589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65092 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -9320597.000000 Penalty: 5509.198242
	Iteration 93Q: 3 clusters Score -9320597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65093 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -9320603.000000 Penalty: 5509.198242
	Iteration 94Q: 3 clusters Score -9320603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -9320603.000000 Penalty: 5509.198242
	Iteration 95Q: 3 clusters Score -9320603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -9320603.000000 Penalty: 5509.198242
	Iteration 96F: 3 clusters Score -9320603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -95476.070312 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -95476.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -93741.929688 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -93741.93 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -93990.492188 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -93990.49 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -94099.671875 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -94099.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -94189.867188 Penalty: 3277.568359
	Iteration 3Q: 3 clusters Score -94189.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -94245.273438 Penalty: 3277.568359
	Iteration 4Q: 3 clusters Score -94245.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -94302.023438 Penalty: 3277.568359
	Iteration 5Q: 3 clusters Score -94302.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -94411.335938 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -94411.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -94642.078125 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -94642.08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -94726.031250 Penalty: 3277.568359
	Iteration 8F: 3 clusters Score -94726.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -94791.515625 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -94791.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -94831.539062 Penalty: 3277.568359
	Iteration 10Q: 3 clusters Score -94831.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -94869.289062 Penalty: 3277.568359
	Iteration 11Q: 3 clusters Score -94869.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -94899.046875 Penalty: 3277.568359
	Iteration 12Q: 3 clusters Score -94899.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -94922.765625 Penalty: 3277.568359
	Iteration 13Q: 3 clusters Score -94922.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -94938.617188 Penalty: 3277.568359
	Iteration 14Q: 3 clusters Score -94938.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -94957.078125 Penalty: 3277.568359
	Iteration 15Q: 3 clusters Score -94957.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -94968.820312 Penalty: 3277.568359
	Iteration 16Q: 3 clusters Score -94968.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -94977.914062 Penalty: 3277.568359
	Iteration 17Q: 3 clusters Score -94977.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -94979.390625 Penalty: 3277.568359
	Iteration 18Q: 3 clusters Score -94979.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -94979.390625 Penalty: 3277.568359
	Iteration 19F: 3 clusters Score -94979.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152674 members 
Mstep: Class 4 contains 4605 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1258 members 
Mstep: Class 7 contains 201157 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11862 members 
Mstep: Class 10 contains 147142 members 
Mstep: Class 11 contains 47549 members 
Mstep: Class 12 contains 5597 members 
Mstep: Class 13 contains 35888 members 
Mstep: Class 14 contains 49859 members 
Mstep: Class 15 contains 53861 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 13821 members 
Mstep: Class 18 contains 35836 members 
Mstep: Class 19 contains 15754 members 
Mstep: Class 20 contains 27509 members 
Mstep: Class 21 contains 39529 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5556 members 
Mstep: Class 24 contains 2809 members 
Mstep: Class 25 contains 8509 members 
Mstep: Class 26 contains 5296 members 
Mstep: Class 27 contains 58933 members 
Mstep: Class 28 contains 8443 members 
Mstep: Class 29 contains 66653 members 
Mstep: Class 30 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942752.000000 Penalty: 103175.226562
Iteration 119Q: 31 clusters Score -1.429428e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152676 members 
Mstep: Class 4 contains 4605 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1267 members 
Mstep: Class 7 contains 201188 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11872 members 
Mstep: Class 10 contains 147108 members 
Mstep: Class 11 contains 47546 members 
Mstep: Class 12 contains 5596 members 
Mstep: Class 13 contains 35887 members 
Mstep: Class 14 contains 49868 members 
Mstep: Class 15 contains 53849 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 13823 members 
Mstep: Class 18 contains 35837 members 
Mstep: Class 19 contains 15774 members 
Mstep: Class 20 contains 27487 members 
Mstep: Class 21 contains 39528 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5556 members 
Mstep: Class 24 contains 2806 members 
Mstep: Class 25 contains 8495 members 
Mstep: Class 26 contains 5296 members 
Mstep: Class 27 contains 58945 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 66656 members 
Mstep: Class 30 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 31 clusters Score -1.429427e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152675 members 
Mstep: Class 4 contains 4606 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 201206 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11880 members 
Mstep: Class 10 contains 147094 members 
Mstep: Class 11 contains 47546 members 
Mstep: Class 12 contains 5600 members 
Mstep: Class 13 contains 35884 members 
Mstep: Class 14 contains 49873 members 
Mstep: Class 15 contains 53832 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 13823 members 
Mstep: Class 18 contains 35835 members 
Mstep: Class 19 contains 15785 members 
Mstep: Class 20 contains 27464 members 
Mstep: Class 21 contains 39535 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5557 members 
Mstep: Class 24 contains 2805 members 
Mstep: Class 25 contains 8480 members 
Mstep: Class 26 contains 5296 members 
Mstep: Class 27 contains 58959 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 66662 members 
Mstep: Class 30 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 31 clusters Score -1.429429e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152681 members 
Mstep: Class 4 contains 4608 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 7 contains 201239 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11897 members 
Mstep: Class 10 contains 147072 members 
Mstep: Class 11 contains 47543 members 
Mstep: Class 12 contains 5600 members 
Mstep: Class 13 contains 35878 members 
Mstep: Class 14 contains 49874 members 
Mstep: Class 15 contains 53819 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 13823 members 
Mstep: Class 18 contains 35832 members 
Mstep: Class 19 contains 15804 members 
Mstep: Class 20 contains 27441 members 
Mstep: Class 21 contains 39538 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5557 members 
Mstep: Class 24 contains 2803 members 
Mstep: Class 25 contains 8457 members 
Mstep: Class 26 contains 5296 members 
Mstep: Class 27 contains 58976 members 
Mstep: Class 28 contains 8434 members 
Mstep: Class 29 contains 66663 members 
Mstep: Class 30 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 31 clusters Score -1.429429e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152694 members 
Mstep: Class 4 contains 4610 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 201262 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11901 members 
Mstep: Class 10 contains 147036 members 
Mstep: Class 11 contains 47531 members 
Mstep: Class 12 contains 5601 members 
Mstep: Class 13 contains 35874 members 
Mstep: Class 14 contains 49880 members 
Mstep: Class 15 contains 53809 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 13828 members 
Mstep: Class 18 contains 35831 members 
Mstep: Class 19 contains 15825 members 
Mstep: Class 20 contains 27421 members 
Mstep: Class 21 contains 39542 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5557 members 
Mstep: Class 24 contains 2805 members 
Mstep: Class 25 contains 8443 members 
Mstep: Class 26 contains 5298 members 
Mstep: Class 27 contains 58987 members 
Mstep: Class 28 contains 8428 members 
Mstep: Class 29 contains 66667 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 31 clusters Score -1.429428e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152708 members 
Mstep: Class 4 contains 4612 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1286 members 
Mstep: Class 7 contains 201276 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11908 members 
Mstep: Class 10 contains 147006 members 
Mstep: Class 11 contains 47523 members 
Mstep: Class 12 contains 5603 members 
Mstep: Class 13 contains 35868 members 
Mstep: Class 14 contains 49885 members 
Mstep: Class 15 contains 53802 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13836 members 
Mstep: Class 18 contains 35829 members 
Mstep: Class 19 contains 15837 members 
Mstep: Class 20 contains 27401 members 
Mstep: Class 21 contains 39543 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5557 members 
Mstep: Class 24 contains 2805 members 
Mstep: Class 25 contains 8422 members 
Mstep: Class 26 contains 5299 members 
Mstep: Class 27 contains 59007 members 
Mstep: Class 28 contains 8426 members 
Mstep: Class 29 contains 66677 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 31 clusters Score -1.429428e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152723 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 7 contains 201282 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11913 members 
Mstep: Class 10 contains 146986 members 
Mstep: Class 11 contains 47514 members 
Mstep: Class 12 contains 5604 members 
Mstep: Class 13 contains 35866 members 
Mstep: Class 14 contains 49895 members 
Mstep: Class 15 contains 53793 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13837 members 
Mstep: Class 18 contains 35828 members 
Mstep: Class 19 contains 15853 members 
Mstep: Class 20 contains 27383 members 
Mstep: Class 21 contains 39542 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5557 members 
Mstep: Class 24 contains 2805 members 
Mstep: Class 25 contains 8412 members 
Mstep: Class 26 contains 5301 members 
Mstep: Class 27 contains 59013 members 
Mstep: Class 28 contains 8422 members 
Mstep: Class 29 contains 66686 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942800.000000 Penalty: 103175.226562
Iteration 125Q: 31 clusters Score -1.429428e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152736 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 7 contains 201298 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11917 members 
Mstep: Class 10 contains 146971 members 
Mstep: Class 11 contains 47503 members 
Mstep: Class 12 contains 5607 members 
Mstep: Class 13 contains 35861 members 
Mstep: Class 14 contains 49903 members 
Mstep: Class 15 contains 53784 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13845 members 
Mstep: Class 18 contains 35824 members 
Mstep: Class 19 contains 15871 members 
Mstep: Class 20 contains 27364 members 
Mstep: Class 21 contains 39539 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 2804 members 
Mstep: Class 25 contains 8402 members 
Mstep: Class 26 contains 5301 members 
Mstep: Class 27 contains 59019 members 
Mstep: Class 28 contains 8420 members 
Mstep: Class 29 contains 66687 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942848.000000 Penalty: 103175.226562
Iteration 126Q: 31 clusters Score -1.429428e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152759 members 
Mstep: Class 4 contains 4620 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 201315 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11921 members 
Mstep: Class 10 contains 146946 members 
Mstep: Class 11 contains 47490 members 
Mstep: Class 12 contains 5608 members 
Mstep: Class 13 contains 35851 members 
Mstep: Class 14 contains 49908 members 
Mstep: Class 15 contains 53770 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13848 members 
Mstep: Class 18 contains 35819 members 
Mstep: Class 19 contains 15893 members 
Mstep: Class 20 contains 27349 members 
Mstep: Class 21 contains 39538 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 2802 members 
Mstep: Class 25 contains 8404 members 
Mstep: Class 26 contains 5301 members 
Mstep: Class 27 contains 59028 members 
Mstep: Class 28 contains 8415 members 
Mstep: Class 29 contains 66691 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 31 clusters Score -1.429429e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152774 members 
Mstep: Class 4 contains 4620 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1286 members 
Mstep: Class 7 contains 201320 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11926 members 
Mstep: Class 10 contains 146922 members 
Mstep: Class 11 contains 47482 members 
Mstep: Class 12 contains 5609 members 
Mstep: Class 13 contains 35847 members 
Mstep: Class 14 contains 49914 members 
Mstep: Class 15 contains 53760 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13851 members 
Mstep: Class 18 contains 35816 members 
Mstep: Class 19 contains 15916 members 
Mstep: Class 20 contains 27338 members 
Mstep: Class 21 contains 39541 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5559 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 8397 members 
Mstep: Class 26 contains 5301 members 
Mstep: Class 27 contains 59038 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 66697 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942944.000000 Penalty: 103175.226562
Iteration 128Q: 31 clusters Score -1.429429e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152783 members 
Mstep: Class 4 contains 4620 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1286 members 
Mstep: Class 7 contains 201326 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11933 members 
Mstep: Class 10 contains 146900 members 
Mstep: Class 11 contains 47475 members 
Mstep: Class 12 contains 5609 members 
Mstep: Class 13 contains 35838 members 
Mstep: Class 14 contains 49913 members 
Mstep: Class 15 contains 53757 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13853 members 
Mstep: Class 18 contains 35816 members 
Mstep: Class 19 contains 15938 members 
Mstep: Class 20 contains 27326 members 
Mstep: Class 21 contains 39543 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5559 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 8393 members 
Mstep: Class 26 contains 5301 members 
Mstep: Class 27 contains 59047 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 66703 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942704.000000 Penalty: 103175.226562
Iteration 129Q: 31 clusters Score -1.429427e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152784 members 
Mstep: Class 4 contains 4620 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1286 members 
Mstep: Class 7 contains 201336 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11938 members 
Mstep: Class 10 contains 146886 members 
Mstep: Class 11 contains 47470 members 
Mstep: Class 12 contains 5609 members 
Mstep: Class 13 contains 35837 members 
Mstep: Class 14 contains 49913 members 
Mstep: Class 15 contains 53752 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13856 members 
Mstep: Class 18 contains 35814 members 
Mstep: Class 19 contains 15954 members 
Mstep: Class 20 contains 27314 members 
Mstep: Class 21 contains 39544 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5559 members 
Mstep: Class 24 contains 2793 members 
Mstep: Class 25 contains 8385 members 
Mstep: Class 26 contains 5302 members 
Mstep: Class 27 contains 59054 members 
Mstep: Class 28 contains 8410 members 
Mstep: Class 29 contains 66708 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942704.000000 Penalty: 103175.226562
Iteration 130Q: 31 clusters Score -1.429427e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152795 members 
Mstep: Class 4 contains 4620 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1286 members 
Mstep: Class 7 contains 201333 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11943 members 
Mstep: Class 10 contains 146869 members 
Mstep: Class 11 contains 47471 members 
Mstep: Class 12 contains 5608 members 
Mstep: Class 13 contains 35834 members 
Mstep: Class 14 contains 49913 members 
Mstep: Class 15 contains 53748 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13858 members 
Mstep: Class 18 contains 35813 members 
Mstep: Class 19 contains 15958 members 
Mstep: Class 20 contains 27302 members 
Mstep: Class 21 contains 39547 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5559 members 
Mstep: Class 24 contains 2793 members 
Mstep: Class 25 contains 8381 members 
Mstep: Class 26 contains 5300 members 
Mstep: Class 27 contains 59072 members 
Mstep: Class 28 contains 8407 members 
Mstep: Class 29 contains 66713 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942720.000000 Penalty: 103175.226562
Iteration 131Q: 31 clusters Score -1.429427e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152807 members 
Mstep: Class 4 contains 4620 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1286 members 
Mstep: Class 7 contains 201341 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11947 members 
Mstep: Class 10 contains 146839 members 
Mstep: Class 11 contains 47467 members 
Mstep: Class 12 contains 5607 members 
Mstep: Class 13 contains 35832 members 
Mstep: Class 14 contains 49912 members 
Mstep: Class 15 contains 53749 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13856 members 
Mstep: Class 18 contains 35813 members 
Mstep: Class 19 contains 15964 members 
Mstep: Class 20 contains 27291 members 
Mstep: Class 21 contains 39550 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5559 members 
Mstep: Class 24 contains 2793 members 
Mstep: Class 25 contains 8377 members 
Mstep: Class 26 contains 5301 members 
Mstep: Class 27 contains 59085 members 
Mstep: Class 28 contains 8408 members 
Mstep: Class 29 contains 66715 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 31 clusters Score -1.429426e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152819 members 
Mstep: Class 4 contains 4620 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1286 members 
Mstep: Class 7 contains 201347 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11952 members 
Mstep: Class 10 contains 146814 members 
Mstep: Class 11 contains 47465 members 
Mstep: Class 12 contains 5606 members 
Mstep: Class 13 contains 35826 members 
Mstep: Class 14 contains 49913 members 
Mstep: Class 15 contains 53746 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13857 members 
Mstep: Class 18 contains 35814 members 
Mstep: Class 19 contains 15975 members 
Mstep: Class 20 contains 27281 members 
Mstep: Class 21 contains 39547 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 2793 members 
Mstep: Class 25 contains 8374 members 
Mstep: Class 26 contains 5301 members 
Mstep: Class 27 contains 59096 members 
Mstep: Class 28 contains 8406 members 
Mstep: Class 29 contains 66721 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
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Iteration 133Q: 31 clusters Score -1.429427e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152831 members 
Mstep: Class 4 contains 4620 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1286 members 
Mstep: Class 7 contains 201341 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11960 members 
Mstep: Class 10 contains 146803 members 
Mstep: Class 11 contains 47464 members 
Mstep: Class 12 contains 5605 members 
Mstep: Class 13 contains 35823 members 
Mstep: Class 14 contains 49915 members 
Mstep: Class 15 contains 53745 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13851 members 
Mstep: Class 18 contains 35813 members 
Mstep: Class 19 contains 15986 members 
Mstep: Class 20 contains 27269 members 
Mstep: Class 21 contains 39550 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 2793 members 
Mstep: Class 25 contains 8375 members 
Mstep: Class 26 contains 5301 members 
Mstep: Class 27 contains 59104 members 
Mstep: Class 28 contains 8401 members 
Mstep: Class 29 contains 66723 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942752.000000 Penalty: 103175.226562
Iteration 134Q: 31 clusters Score -1.429428e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152844 members 
Mstep: Class 4 contains 4620 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1286 members 
Mstep: Class 7 contains 201348 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11972 members 
Mstep: Class 10 contains 146781 members 
Mstep: Class 11 contains 47460 members 
Mstep: Class 12 contains 5602 members 
Mstep: Class 13 contains 35819 members 
Mstep: Class 14 contains 49914 members 
Mstep: Class 15 contains 53742 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13850 members 
Mstep: Class 18 contains 35812 members 
Mstep: Class 19 contains 15994 members 
Mstep: Class 20 contains 27264 members 
Mstep: Class 21 contains 39551 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 8376 members 
Mstep: Class 26 contains 5301 members 
Mstep: Class 27 contains 59114 members 
Mstep: Class 28 contains 8395 members 
Mstep: Class 29 contains 66724 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942768.000000 Penalty: 103175.226562
Iteration 135Q: 31 clusters Score -1.429428e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152852 members 
Mstep: Class 4 contains 4620 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1286 members 
Mstep: Class 7 contains 201363 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11984 members 
Mstep: Class 10 contains 146759 members 
Mstep: Class 11 contains 47457 members 
Mstep: Class 12 contains 5600 members 
Mstep: Class 13 contains 35815 members 
Mstep: Class 14 contains 49914 members 
Mstep: Class 15 contains 53740 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13847 members 
Mstep: Class 18 contains 35812 members 
Mstep: Class 19 contains 15999 members 
Mstep: Class 20 contains 27257 members 
Mstep: Class 21 contains 39554 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5557 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 8371 members 
Mstep: Class 26 contains 5302 members 
Mstep: Class 27 contains 59121 members 
Mstep: Class 28 contains 8391 members 
Mstep: Class 29 contains 66725 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942752.000000 Penalty: 103175.226562
Iteration 136Q: 31 clusters Score -1.429428e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152854 members 
Mstep: Class 4 contains 4621 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1286 members 
Mstep: Class 7 contains 201375 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 11997 members 
Mstep: Class 10 contains 146749 members 
Mstep: Class 11 contains 47449 members 
Mstep: Class 12 contains 5600 members 
Mstep: Class 13 contains 35812 members 
Mstep: Class 14 contains 49914 members 
Mstep: Class 15 contains 53739 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13839 members 
Mstep: Class 18 contains 35812 members 
Mstep: Class 19 contains 16003 members 
Mstep: Class 20 contains 27247 members 
Mstep: Class 21 contains 39560 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 8363 members 
Mstep: Class 26 contains 5303 members 
Mstep: Class 27 contains 59128 members 
Mstep: Class 28 contains 8388 members 
Mstep: Class 29 contains 66728 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942768.000000 Penalty: 103175.226562
Iteration 137Q: 31 clusters Score -1.429428e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152858 members 
Mstep: Class 4 contains 4622 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1286 members 
Mstep: Class 7 contains 201386 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12004 members 
Mstep: Class 10 contains 146726 members 
Mstep: Class 11 contains 47444 members 
Mstep: Class 12 contains 5598 members 
Mstep: Class 13 contains 35812 members 
Mstep: Class 14 contains 49917 members 
Mstep: Class 15 contains 53740 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13837 members 
Mstep: Class 18 contains 35808 members 
Mstep: Class 19 contains 16010 members 
Mstep: Class 20 contains 27242 members 
Mstep: Class 21 contains 39561 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5559 members 
Mstep: Class 24 contains 2791 members 
Mstep: Class 25 contains 8361 members 
Mstep: Class 26 contains 5303 members 
Mstep: Class 27 contains 59135 members 
Mstep: Class 28 contains 8386 members 
Mstep: Class 29 contains 66730 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942800.000000 Penalty: 103175.226562
Iteration 138Q: 31 clusters Score -1.429428e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152867 members 
Mstep: Class 4 contains 4623 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 201390 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12013 members 
Mstep: Class 10 contains 146712 members 
Mstep: Class 11 contains 47440 members 
Mstep: Class 12 contains 5598 members 
Mstep: Class 13 contains 35811 members 
Mstep: Class 14 contains 49919 members 
Mstep: Class 15 contains 53739 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13833 members 
Mstep: Class 18 contains 35809 members 
Mstep: Class 19 contains 16021 members 
Mstep: Class 20 contains 27230 members 
Mstep: Class 21 contains 39561 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5559 members 
Mstep: Class 24 contains 2791 members 
Mstep: Class 25 contains 8352 members 
Mstep: Class 26 contains 5303 members 
Mstep: Class 27 contains 59140 members 
Mstep: Class 28 contains 8384 members 
Mstep: Class 29 contains 66732 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942672.000000 Penalty: 103175.226562
Iteration 139Q: 31 clusters Score -1.429427e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152879 members 
Mstep: Class 4 contains 4624 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 201389 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12028 members 
Mstep: Class 10 contains 146701 members 
Mstep: Class 11 contains 47441 members 
Mstep: Class 12 contains 5596 members 
Mstep: Class 13 contains 35808 members 
Mstep: Class 14 contains 49918 members 
Mstep: Class 15 contains 53738 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13828 members 
Mstep: Class 18 contains 35808 members 
Mstep: Class 19 contains 16031 members 
Mstep: Class 20 contains 27220 members 
Mstep: Class 21 contains 39562 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5559 members 
Mstep: Class 24 contains 2789 members 
Mstep: Class 25 contains 8348 members 
Mstep: Class 26 contains 5304 members 
Mstep: Class 27 contains 59142 members 
Mstep: Class 28 contains 8381 members 
Mstep: Class 29 contains 66733 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942768.000000 Penalty: 103175.226562
Iteration 140F: 31 clusters Score -1.429428e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152895 members 
Mstep: Class 4 contains 4624 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 201390 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 146694 members 
Mstep: Class 11 contains 47439 members 
Mstep: Class 12 contains 5592 members 
Mstep: Class 13 contains 35805 members 
Mstep: Class 14 contains 49923 members 
Mstep: Class 15 contains 53736 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13826 members 
Mstep: Class 18 contains 35808 members 
Mstep: Class 19 contains 16038 members 
Mstep: Class 20 contains 27209 members 
Mstep: Class 21 contains 39564 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5559 members 
Mstep: Class 24 contains 2789 members 
Mstep: Class 25 contains 8336 members 
Mstep: Class 26 contains 5304 members 
Mstep: Class 27 contains 59142 members 
Mstep: Class 28 contains 8379 members 
Mstep: Class 29 contains 66735 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942784.000000 Penalty: 103175.226562
Iteration 141Q: 31 clusters Score -1.429428e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152914 members 
Mstep: Class 4 contains 4624 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 201387 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12050 members 
Mstep: Class 10 contains 146679 members 
Mstep: Class 11 contains 47437 members 
Mstep: Class 12 contains 5588 members 
Mstep: Class 13 contains 35801 members 
Mstep: Class 14 contains 49925 members 
Mstep: Class 15 contains 53733 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13824 members 
Mstep: Class 18 contains 35807 members 
Mstep: Class 19 contains 16044 members 
Mstep: Class 20 contains 27203 members 
Mstep: Class 21 contains 39564 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5559 members 
Mstep: Class 24 contains 2788 members 
Mstep: Class 25 contains 8335 members 
Mstep: Class 26 contains 5303 members 
Mstep: Class 27 contains 59148 members 
Mstep: Class 28 contains 8378 members 
Mstep: Class 29 contains 66735 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942784.000000 Penalty: 103175.226562
Iteration 142Q: 31 clusters Score -1.429428e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152930 members 
Mstep: Class 4 contains 4624 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 201394 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12060 members 
Mstep: Class 10 contains 146665 members 
Mstep: Class 11 contains 47436 members 
Mstep: Class 12 contains 5588 members 
Mstep: Class 13 contains 35799 members 
Mstep: Class 14 contains 49922 members 
Mstep: Class 15 contains 53725 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13824 members 
Mstep: Class 18 contains 35804 members 
Mstep: Class 19 contains 16048 members 
Mstep: Class 20 contains 27201 members 
Mstep: Class 21 contains 39565 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 2788 members 
Mstep: Class 25 contains 8331 members 
Mstep: Class 26 contains 5303 members 
Mstep: Class 27 contains 59151 members 
Mstep: Class 28 contains 8376 members 
Mstep: Class 29 contains 66732 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942736.000000 Penalty: 103175.226562
Iteration 143Q: 31 clusters Score -1.429427e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152938 members 
Mstep: Class 4 contains 4624 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 201393 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12072 members 
Mstep: Class 10 contains 146653 members 
Mstep: Class 11 contains 47435 members 
Mstep: Class 12 contains 5588 members 
Mstep: Class 13 contains 35797 members 
Mstep: Class 14 contains 49928 members 
Mstep: Class 15 contains 53725 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13821 members 
Mstep: Class 18 contains 35803 members 
Mstep: Class 19 contains 16049 members 
Mstep: Class 20 contains 27195 members 
Mstep: Class 21 contains 39567 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5559 members 
Mstep: Class 24 contains 2788 members 
Mstep: Class 25 contains 8329 members 
Mstep: Class 26 contains 5303 members 
Mstep: Class 27 contains 59154 members 
Mstep: Class 28 contains 8372 members 
Mstep: Class 29 contains 66733 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942800.000000 Penalty: 103175.226562
Iteration 144Q: 31 clusters Score -1.429428e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152940 members 
Mstep: Class 4 contains 4624 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 201398 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12084 members 
Mstep: Class 10 contains 146650 members 
Mstep: Class 11 contains 47434 members 
Mstep: Class 12 contains 5587 members 
Mstep: Class 13 contains 35795 members 
Mstep: Class 14 contains 49931 members 
Mstep: Class 15 contains 53726 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13820 members 
Mstep: Class 18 contains 35805 members 
Mstep: Class 19 contains 16051 members 
Mstep: Class 20 contains 27191 members 
Mstep: Class 21 contains 39568 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 2788 members 
Mstep: Class 25 contains 8320 members 
Mstep: Class 26 contains 5303 members 
Mstep: Class 27 contains 59150 members 
Mstep: Class 28 contains 8369 members 
Mstep: Class 29 contains 66734 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942800.000000 Penalty: 103175.226562
Iteration 145Q: 31 clusters Score -1.429428e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152952 members 
Mstep: Class 4 contains 4624 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 201399 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12092 members 
Mstep: Class 10 contains 146648 members 
Mstep: Class 11 contains 47432 members 
Mstep: Class 12 contains 5588 members 
Mstep: Class 13 contains 35791 members 
Mstep: Class 14 contains 49930 members 
Mstep: Class 15 contains 53727 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13821 members 
Mstep: Class 18 contains 35805 members 
Mstep: Class 19 contains 16053 members 
Mstep: Class 20 contains 27188 members 
Mstep: Class 21 contains 39569 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 2788 members 
Mstep: Class 25 contains 8308 members 
Mstep: Class 26 contains 5304 members 
Mstep: Class 27 contains 59149 members 
Mstep: Class 28 contains 8365 members 
Mstep: Class 29 contains 66735 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942816.000000 Penalty: 103175.226562
Iteration 146Q: 31 clusters Score -1.429428e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152964 members 
Mstep: Class 4 contains 4625 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 201397 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12098 members 
Mstep: Class 10 contains 146637 members 
Mstep: Class 11 contains 47432 members 
Mstep: Class 12 contains 5587 members 
Mstep: Class 13 contains 35790 members 
Mstep: Class 14 contains 49930 members 
Mstep: Class 15 contains 53723 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13820 members 
Mstep: Class 18 contains 35806 members 
Mstep: Class 19 contains 16056 members 
Mstep: Class 20 contains 27189 members 
Mstep: Class 21 contains 39573 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 2788 members 
Mstep: Class 25 contains 8299 members 
Mstep: Class 26 contains 5304 members 
Mstep: Class 27 contains 59152 members 
Mstep: Class 28 contains 8360 members 
Mstep: Class 29 contains 66738 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942864.000000 Penalty: 103175.226562
Iteration 147Q: 31 clusters Score -1.429429e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152982 members 
Mstep: Class 4 contains 4626 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 201392 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12106 members 
Mstep: Class 10 contains 146627 members 
Mstep: Class 11 contains 47431 members 
Mstep: Class 12 contains 5583 members 
Mstep: Class 13 contains 35789 members 
Mstep: Class 14 contains 49933 members 
Mstep: Class 15 contains 53719 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13817 members 
Mstep: Class 18 contains 35807 members 
Mstep: Class 19 contains 16059 members 
Mstep: Class 20 contains 27192 members 
Mstep: Class 21 contains 39576 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 2788 members 
Mstep: Class 25 contains 8291 members 
Mstep: Class 26 contains 5305 members 
Mstep: Class 27 contains 59152 members 
Mstep: Class 28 contains 8355 members 
Mstep: Class 29 contains 66738 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942768.000000 Penalty: 103175.226562
Iteration 148Q: 31 clusters Score -1.429428e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 152991 members 
Mstep: Class 4 contains 4627 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 201390 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12110 members 
Mstep: Class 10 contains 146619 members 
Mstep: Class 11 contains 47430 members 
Mstep: Class 12 contains 5581 members 
Mstep: Class 13 contains 35789 members 
Mstep: Class 14 contains 49938 members 
Mstep: Class 15 contains 53717 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13817 members 
Mstep: Class 18 contains 35810 members 
Mstep: Class 19 contains 16059 members 
Mstep: Class 20 contains 27191 members 
Mstep: Class 21 contains 39577 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 2788 members 
Mstep: Class 25 contains 8283 members 
Mstep: Class 26 contains 5305 members 
Mstep: Class 27 contains 59153 members 
Mstep: Class 28 contains 8354 members 
Mstep: Class 29 contains 66739 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942736.000000 Penalty: 103175.226562
Iteration 149Q: 31 clusters Score -1.429427e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153000 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 201388 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12114 members 
Mstep: Class 10 contains 146614 members 
Mstep: Class 11 contains 47430 members 
Mstep: Class 12 contains 5581 members 
Mstep: Class 13 contains 35787 members 
Mstep: Class 14 contains 49939 members 
Mstep: Class 15 contains 53715 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13815 members 
Mstep: Class 18 contains 35812 members 
Mstep: Class 19 contains 16060 members 
Mstep: Class 20 contains 27188 members 
Mstep: Class 21 contains 39579 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 2788 members 
Mstep: Class 25 contains 8278 members 
Mstep: Class 26 contains 5305 members 
Mstep: Class 27 contains 59153 members 
Mstep: Class 28 contains 8354 members 
Mstep: Class 29 contains 66739 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942832.000000 Penalty: 103175.226562
Iteration 150Q: 31 clusters Score -1.429428e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153004 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 201387 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12115 members 
Mstep: Class 10 contains 146609 members 
Mstep: Class 11 contains 47430 members 
Mstep: Class 12 contains 5582 members 
Mstep: Class 13 contains 35786 members 
Mstep: Class 14 contains 49942 members 
Mstep: Class 15 contains 53714 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13817 members 
Mstep: Class 18 contains 35811 members 
Mstep: Class 19 contains 16060 members 
Mstep: Class 20 contains 27189 members 
Mstep: Class 21 contains 39581 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 2788 members 
Mstep: Class 25 contains 8271 members 
Mstep: Class 26 contains 5305 members 
Mstep: Class 27 contains 59155 members 
Mstep: Class 28 contains 8353 members 
Mstep: Class 29 contains 66742 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942784.000000 Penalty: 103175.226562
Iteration 151Q: 31 clusters Score -1.429428e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153006 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 201385 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12118 members 
Mstep: Class 10 contains 146603 members 
Mstep: Class 11 contains 47430 members 
Mstep: Class 12 contains 5582 members 
Mstep: Class 13 contains 35787 members 
Mstep: Class 14 contains 49945 members 
Mstep: Class 15 contains 53711 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13818 members 
Mstep: Class 18 contains 35811 members 
Mstep: Class 19 contains 16061 members 
Mstep: Class 20 contains 27189 members 
Mstep: Class 21 contains 39583 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 2788 members 
Mstep: Class 25 contains 8266 members 
Mstep: Class 26 contains 5305 members 
Mstep: Class 27 contains 59155 members 
Mstep: Class 28 contains 8353 members 
Mstep: Class 29 contains 66746 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942768.000000 Penalty: 103175.226562
Iteration 152Q: 31 clusters Score -1.429428e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153010 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 201387 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12123 members 
Mstep: Class 10 contains 146593 members 
Mstep: Class 11 contains 47430 members 
Mstep: Class 12 contains 5579 members 
Mstep: Class 13 contains 35787 members 
Mstep: Class 14 contains 49945 members 
Mstep: Class 15 contains 53709 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13823 members 
Mstep: Class 18 contains 35811 members 
Mstep: Class 19 contains 16060 members 
Mstep: Class 20 contains 27191 members 
Mstep: Class 21 contains 39583 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 2788 members 
Mstep: Class 25 contains 8258 members 
Mstep: Class 26 contains 5305 members 
Mstep: Class 27 contains 59158 members 
Mstep: Class 28 contains 8353 members 
Mstep: Class 29 contains 66749 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942832.000000 Penalty: 103175.226562
Iteration 153Q: 31 clusters Score -1.429428e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153015 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 201392 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12129 members 
Mstep: Class 10 contains 146584 members 
Mstep: Class 11 contains 47430 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 35786 members 
Mstep: Class 14 contains 49946 members 
Mstep: Class 15 contains 53707 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13825 members 
Mstep: Class 18 contains 35810 members 
Mstep: Class 19 contains 16059 members 
Mstep: Class 20 contains 27191 members 
Mstep: Class 21 contains 39584 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 2788 members 
Mstep: Class 25 contains 8251 members 
Mstep: Class 26 contains 5305 members 
Mstep: Class 27 contains 59159 members 
Mstep: Class 28 contains 8353 members 
Mstep: Class 29 contains 66750 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942880.000000 Penalty: 103175.226562
Iteration 154Q: 31 clusters Score -1.429429e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153022 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 201391 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12139 members 
Mstep: Class 10 contains 146579 members 
Mstep: Class 11 contains 47429 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 35785 members 
Mstep: Class 14 contains 49947 members 
Mstep: Class 15 contains 53705 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13825 members 
Mstep: Class 18 contains 35809 members 
Mstep: Class 19 contains 16061 members 
Mstep: Class 20 contains 27190 members 
Mstep: Class 21 contains 39586 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 2788 members 
Mstep: Class 25 contains 8244 members 
Mstep: Class 26 contains 5305 members 
Mstep: Class 27 contains 59159 members 
Mstep: Class 28 contains 8350 members 
Mstep: Class 29 contains 66750 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942784.000000 Penalty: 103175.226562
Iteration 155Q: 31 clusters Score -1.429428e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153025 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 201387 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12148 members 
Mstep: Class 10 contains 146577 members 
Mstep: Class 11 contains 47428 members 
Mstep: Class 12 contains 5579 members 
Mstep: Class 13 contains 35785 members 
Mstep: Class 14 contains 49946 members 
Mstep: Class 15 contains 53703 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13825 members 
Mstep: Class 18 contains 35808 members 
Mstep: Class 19 contains 16061 members 
Mstep: Class 20 contains 27192 members 
Mstep: Class 21 contains 39591 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 2788 members 
Mstep: Class 25 contains 8235 members 
Mstep: Class 26 contains 5305 members 
Mstep: Class 27 contains 59161 members 
Mstep: Class 28 contains 8349 members 
Mstep: Class 29 contains 66749 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942816.000000 Penalty: 103175.226562
Iteration 156Q: 31 clusters Score -1.429428e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153025 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 201391 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12154 members 
Mstep: Class 10 contains 146570 members 
Mstep: Class 11 contains 47428 members 
Mstep: Class 12 contains 5580 members 
Mstep: Class 13 contains 35785 members 
Mstep: Class 14 contains 49948 members 
Mstep: Class 15 contains 53703 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13826 members 
Mstep: Class 18 contains 35807 members 
Mstep: Class 19 contains 16062 members 
Mstep: Class 20 contains 27194 members 
Mstep: Class 21 contains 39592 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 2789 members 
Mstep: Class 25 contains 8224 members 
Mstep: Class 26 contains 5305 members 
Mstep: Class 27 contains 59162 members 
Mstep: Class 28 contains 8347 members 
Mstep: Class 29 contains 66751 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942880.000000 Penalty: 103175.226562
Iteration 157Q: 31 clusters Score -1.429429e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153023 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 7 contains 201393 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12159 members 
Mstep: Class 10 contains 146563 members 
Mstep: Class 11 contains 47428 members 
Mstep: Class 12 contains 5580 members 
Mstep: Class 13 contains 35784 members 
Mstep: Class 14 contains 49950 members 
Mstep: Class 15 contains 53703 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13825 members 
Mstep: Class 18 contains 35801 members 
Mstep: Class 19 contains 16064 members 
Mstep: Class 20 contains 27195 members 
Mstep: Class 21 contains 39594 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 2789 members 
Mstep: Class 25 contains 8224 members 
Mstep: Class 26 contains 5305 members 
Mstep: Class 27 contains 59163 members 
Mstep: Class 28 contains 8347 members 
Mstep: Class 29 contains 66753 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942880.000000 Penalty: 103175.226562
Iteration 158Q: 31 clusters Score -1.429429e+08 nChanged 55
Entering ConstructFrom: 
Score: -142942880.000000 Penalty: 103175.226562
Entering ConstructFrom: 
Trying to split cluster 1 (42994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Entering Unmasked Estep 
Score: -5812555.000000 Penalty: 2645.866211
	Iteration 0F: 2 clusters Score -5812555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -5783399.000000 Penalty: 5291.732422
	Iteration 0F: 3 clusters Score -5783399 nChanged 19799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -5794222.000000 Penalty: 5291.732422
	Iteration 1F: 3 clusters Score -5794222 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -5794779.500000 Penalty: 5291.732422
	Iteration 2Q: 3 clusters Score -5794780 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -5795435.500000 Penalty: 5291.732422
	Iteration 3Q: 3 clusters Score -5795436 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -5796154.500000 Penalty: 5291.732422
	Iteration 4Q: 3 clusters Score -5796154 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -5797119.000000 Penalty: 5291.732422
	Iteration 5F: 3 clusters Score -5797119 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -5798365.000000 Penalty: 5291.732422
	Iteration 6F: 3 clusters Score -5798365 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -5799783.500000 Penalty: 5291.732422
	Iteration 7F: 3 clusters Score -5799784 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -5801297.000000 Penalty: 5291.732422
	Iteration 8F: 3 clusters Score -5801297 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -5802835.500000 Penalty: 5291.732422
	Iteration 9F: 3 clusters Score -5802836 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -5804211.500000 Penalty: 5291.732422
	Iteration 10Q: 3 clusters Score -5804212 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -5805599.500000 Penalty: 5291.732422
	Iteration 11Q: 3 clusters Score -5805600 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -5807097.000000 Penalty: 5291.732422
	Iteration 12Q: 3 clusters Score -5807097 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -5808590.500000 Penalty: 5291.732422
	Iteration 13Q: 3 clusters Score -5808590 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5809612.500000 Penalty: 5291.732422
	Iteration 14Q: 3 clusters Score -5809612 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5810088.000000 Penalty: 5291.732422
	Iteration 15Q: 3 clusters Score -5810088 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5810335.500000 Penalty: 5291.732422
	Iteration 16Q: 3 clusters Score -5810336 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5810425.000000 Penalty: 5291.732422
	Iteration 17Q: 3 clusters Score -5810425 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5810502.000000 Penalty: 5291.732422
	Iteration 18Q: 3 clusters Score -5810502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5810547.500000 Penalty: 5291.732422
	Iteration 19Q: 3 clusters Score -5810548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5810566.500000 Penalty: 5291.732422
	Iteration 20F: 3 clusters Score -5810566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5810582.000000 Penalty: 5291.732422
	Iteration 21Q: 3 clusters Score -5810582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5810590.000000 Penalty: 5291.732422
	Iteration 22Q: 3 clusters Score -5810590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5810589.500000 Penalty: 5291.732422
	Iteration 23Q: 3 clusters Score -5810590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5810590.500000 Penalty: 5291.732422
	Iteration 24Q: 3 clusters Score -5810590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5810591.000000 Penalty: 5291.732422
	Iteration 25Q: 3 clusters Score -5810591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5810594.000000 Penalty: 5291.732422
	Iteration 26Q: 3 clusters Score -5810594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5810597.500000 Penalty: 5291.732422
	Iteration 27Q: 3 clusters Score -5810598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5810597.500000 Penalty: 5291.732422
	Iteration 28F: 3 clusters Score -5810598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -101949.078125 Penalty: 1649.269165
	Iteration 0F: 2 clusters Score -101949.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -100245.312500 Penalty: 3298.538330
	Iteration 0F: 3 clusters Score -100245.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -100539.460938 Penalty: 3298.538330
	Iteration 1F: 3 clusters Score -100539.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -100636.632812 Penalty: 3298.538330
	Iteration 2F: 3 clusters Score -100636.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -100685.789062 Penalty: 3298.538330
	Iteration 3Q: 3 clusters Score -100685.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -100722.335938 Penalty: 3298.538330
	Iteration 4Q: 3 clusters Score -100722.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -100747.500000 Penalty: 3298.538330
	Iteration 5Q: 3 clusters Score -100747.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -100759.421875 Penalty: 3298.538330
	Iteration 6Q: 3 clusters Score -100759.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -100769.242188 Penalty: 3298.538330
	Iteration 7Q: 3 clusters Score -100769.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -100775.117188 Penalty: 3298.538330
	Iteration 8Q: 3 clusters Score -100775.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -100780.531250 Penalty: 3298.538330
	Iteration 9Q: 3 clusters Score -100780.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -100784.140625 Penalty: 3298.538330
	Iteration 10Q: 3 clusters Score -100784.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -100785.789062 Penalty: 3298.538330
	Iteration 11Q: 3 clusters Score -100785.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -100789.101562 Penalty: 3298.538330
	Iteration 12Q: 3 clusters Score -100789.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -100789.101562 Penalty: 3298.538330
	Iteration 13F: 3 clusters Score -100789.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (153019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153019 members 
Entering Unmasked Estep 
Score: -21305418.000000 Penalty: 2960.702637
	Iteration 0F: 2 clusters Score -2.130542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76354 members 
Mstep: Class 2 contains 76665 members 
Entering Unmasked Estep 
Score: -21210020.000000 Penalty: 5921.405273
	Iteration 0F: 3 clusters Score -2.121002e+07 nChanged 73288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72754 members 
Mstep: Class 2 contains 80265 members 
Entering Unmasked Estep 
Score: -21252620.000000 Penalty: 5921.405273
	Iteration 1F: 3 clusters Score -2.125262e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70286 members 
Mstep: Class 2 contains 82733 members 
Entering Unmasked Estep 
Score: -21254110.000000 Penalty: 5921.405273
	Iteration 2Q: 3 clusters Score -2.125411e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66593 members 
Mstep: Class 2 contains 86426 members 
Entering Unmasked Estep 
Score: -21255820.000000 Penalty: 5921.405273
	Iteration 3Q: 3 clusters Score -2.125582e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61227 members 
Mstep: Class 2 contains 91792 members 
Entering Unmasked Estep 
Score: -21258656.000000 Penalty: 5921.405273
	Iteration 4Q: 3 clusters Score -2.125866e+07 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 99406 members 
Entering Unmasked Estep 
Score: -21263446.000000 Penalty: 5921.405273
	Iteration 5F: 3 clusters Score -2.126345e+07 nChanged 10561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 109441 members 
Entering Unmasked Estep 
Score: -21270580.000000 Penalty: 5921.405273
	Iteration 6F: 3 clusters Score -2.127058e+07 nChanged 11580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 120783 members 
Entering Unmasked Estep 
Score: -21279146.000000 Penalty: 5921.405273
	Iteration 7F: 3 clusters Score -2.127915e+07 nChanged 10819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 131480 members 
Entering Unmasked Estep 
Score: -21287430.000000 Penalty: 5921.405273
	Iteration 8F: 3 clusters Score -2.128743e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 139694 members 
Entering Unmasked Estep 
Score: -21293644.000000 Penalty: 5921.405273
	Iteration 9F: 3 clusters Score -2.129364e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 144781 members 
Entering Unmasked Estep 
Score: -21297572.000000 Penalty: 5921.405273
	Iteration 10Q: 3 clusters Score -2.129757e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 147645 members 
Entering Unmasked Estep 
Score: -21299758.000000 Penalty: 5921.405273
	Iteration 11Q: 3 clusters Score -2.129976e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 149193 members 
Entering Unmasked Estep 
Score: -21300850.000000 Penalty: 5921.405273
	Iteration 12Q: 3 clusters Score -2.130085e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 150070 members 
Entering Unmasked Estep 
Score: -21301428.000000 Penalty: 5921.405273
	Iteration 13Q: 3 clusters Score -2.130143e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 150634 members 
Entering Unmasked Estep 
Score: -21301778.000000 Penalty: 5921.405273
	Iteration 14Q: 3 clusters Score -2.130178e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 151018 members 
Entering Unmasked Estep 
Score: -21302032.000000 Penalty: 5921.405273
	Iteration 15Q: 3 clusters Score -2.130203e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 151282 members 
Entering Unmasked Estep 
Score: -21302244.000000 Penalty: 5921.405273
	Iteration 16Q: 3 clusters Score -2.130224e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 151458 members 
Entering Unmasked Estep 
Score: -21302392.000000 Penalty: 5921.405273
	Iteration 17Q: 3 clusters Score -2.130239e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 151579 members 
Entering Unmasked Estep 
Score: -21302476.000000 Penalty: 5921.405273
	Iteration 18Q: 3 clusters Score -2.130248e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 151682 members 
Entering Unmasked Estep 
Score: -21302564.000000 Penalty: 5921.405273
	Iteration 19Q: 3 clusters Score -2.130256e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 151763 members 
Entering Unmasked Estep 
Score: -21302626.000000 Penalty: 5921.405273
	Iteration 20F: 3 clusters Score -2.130263e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 151829 members 
Entering Unmasked Estep 
Score: -21302668.000000 Penalty: 5921.405273
	Iteration 21Q: 3 clusters Score -2.130267e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 151878 members 
Entering Unmasked Estep 
Score: -21302726.000000 Penalty: 5921.405273
	Iteration 22Q: 3 clusters Score -2.130273e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 151921 members 
Entering Unmasked Estep 
Score: -21302736.000000 Penalty: 5921.405273
	Iteration 23Q: 3 clusters Score -2.130274e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 151955 members 
Entering Unmasked Estep 
Score: -21302750.000000 Penalty: 5921.405273
	Iteration 24Q: 3 clusters Score -2.130275e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 151985 members 
Entering Unmasked Estep 
Score: -21302794.000000 Penalty: 5921.405273
	Iteration 25Q: 3 clusters Score -2.130279e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 152007 members 
Entering Unmasked Estep 
Score: -21302784.000000 Penalty: 5921.405273
	Iteration 26Q: 3 clusters Score -2.130278e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 152025 members 
Entering Unmasked Estep 
Score: -21302816.000000 Penalty: 5921.405273
	Iteration 27Q: 3 clusters Score -2.130282e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 152042 members 
Entering Unmasked Estep 
Score: -21302836.000000 Penalty: 5921.405273
	Iteration 28Q: 3 clusters Score -2.130284e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 152063 members 
Entering Unmasked Estep 
Score: -21302822.000000 Penalty: 5921.405273
	Iteration 29Q: 3 clusters Score -2.130282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 152074 members 
Entering Unmasked Estep 
Score: -21302834.000000 Penalty: 5921.405273
	Iteration 30Q: 3 clusters Score -2.130283e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 152087 members 
Entering Unmasked Estep 
Score: -21302842.000000 Penalty: 5921.405273
	Iteration 31Q: 3 clusters Score -2.130284e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 152100 members 
Entering Unmasked Estep 
Score: -21302852.000000 Penalty: 5921.405273
	Iteration 32Q: 3 clusters Score -2.130285e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 152107 members 
Entering Unmasked Estep 
Score: -21302842.000000 Penalty: 5921.405273
	Iteration 33Q: 3 clusters Score -2.130284e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 152119 members 
Entering Unmasked Estep 
Score: -21302860.000000 Penalty: 5921.405273
	Iteration 34Q: 3 clusters Score -2.130286e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 152131 members 
Entering Unmasked Estep 
Score: -21302874.000000 Penalty: 5921.405273
	Iteration 35Q: 3 clusters Score -2.130287e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 152141 members 
Entering Unmasked Estep 
Score: -21302898.000000 Penalty: 5921.405273
	Iteration 36Q: 3 clusters Score -2.13029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 152150 members 
Entering Unmasked Estep 
Score: -21302896.000000 Penalty: 5921.405273
	Iteration 37Q: 3 clusters Score -2.13029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 152158 members 
Entering Unmasked Estep 
Score: -21302894.000000 Penalty: 5921.405273
	Iteration 38Q: 3 clusters Score -2.130289e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 152171 members 
Entering Unmasked Estep 
Score: -21302888.000000 Penalty: 5921.405273
	Iteration 39Q: 3 clusters Score -2.130289e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 152180 members 
Entering Unmasked Estep 
Score: -21302896.000000 Penalty: 5921.405273
	Iteration 40F: 3 clusters Score -2.13029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 152181 members 
Entering Unmasked Estep 
Score: -21302890.000000 Penalty: 5921.405273
	Iteration 41Q: 3 clusters Score -2.130289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 152184 members 
Entering Unmasked Estep 
Score: -21302898.000000 Penalty: 5921.405273
	Iteration 42Q: 3 clusters Score -2.13029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 152187 members 
Entering Unmasked Estep 
Score: -21302894.000000 Penalty: 5921.405273
	Iteration 43Q: 3 clusters Score -2.130289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 152190 members 
Entering Unmasked Estep 
Score: -21302906.000000 Penalty: 5921.405273
	Iteration 44Q: 3 clusters Score -2.130291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 152191 members 
Entering Unmasked Estep 
Score: -21302900.000000 Penalty: 5921.405273
	Iteration 45Q: 3 clusters Score -2.13029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 152194 members 
Entering Unmasked Estep 
Score: -21302906.000000 Penalty: 5921.405273
	Iteration 46Q: 3 clusters Score -2.130291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 152196 members 
Entering Unmasked Estep 
Score: -21302922.000000 Penalty: 5921.405273
	Iteration 47Q: 3 clusters Score -2.130292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 152198 members 
Entering Unmasked Estep 
Score: -21302920.000000 Penalty: 5921.405273
	Iteration 48Q: 3 clusters Score -2.130292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 152198 members 
Entering Unmasked Estep 
Score: -21302920.000000 Penalty: 5921.405273
	Iteration 49F: 3 clusters Score -2.130292e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -636300.812500 Penalty: 2093.090332
	Iteration 0F: 2 clusters Score -636300.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -632061.500000 Penalty: 4186.180664
	Iteration 0F: 3 clusters Score -632061.5 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -633014.437500 Penalty: 4186.180664
	Iteration 1F: 3 clusters Score -633014.4 nChanged 310
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: -633212.375000 Penalty: 4186.180664
	Iteration 2F: 3 clusters Score -633212.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -633332.562500 Penalty: 4186.180664
	Iteration 3F: 3 clusters Score -633332.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -633397.312500 Penalty: 4186.180664
	Iteration 4Q: 3 clusters Score -633397.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -633448.187500 Penalty: 4186.180664
	Iteration 5Q: 3 clusters Score -633448.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -633500.312500 Penalty: 4186.180664
	Iteration 6Q: 3 clusters Score -633500.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -633536.812500 Penalty: 4186.180664
	Iteration 7Q: 3 clusters Score -633536.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -633565.375000 Penalty: 4186.180664
	Iteration 8Q: 3 clusters Score -633565.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -633591.250000 Penalty: 4186.180664
	Iteration 9Q: 3 clusters Score -633591.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -633612.312500 Penalty: 4186.180664
	Iteration 10Q: 3 clusters Score -633612.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -633634.437500 Penalty: 4186.180664
	Iteration 11Q: 3 clusters Score -633634.4 nChanged 53
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: -633658.875000 Penalty: 4186.180664
	Iteration 12Q: 3 clusters Score -633658.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -633681.062500 Penalty: 4186.180664
	Iteration 13Q: 3 clusters Score -633681.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -633702.687500 Penalty: 4186.180664
	Iteration 14Q: 3 clusters Score -633702.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -633711.437500 Penalty: 4186.180664
	Iteration 15Q: 3 clusters Score -633711.4 nChanged 32
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: -633722.500000 Penalty: 4186.180664
	Iteration 16Q: 3 clusters Score -633722.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -633736.125000 Penalty: 4186.180664
	Iteration 17Q: 3 clusters Score -633736.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -633754.687500 Penalty: 4186.180664
	Iteration 18Q: 3 clusters Score -633754.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -633776.062500 Penalty: 4186.180664
	Iteration 19Q: 3 clusters Score -633776.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -633796.625000 Penalty: 4186.180664
	Iteration 20F: 3 clusters Score -633796.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -633807.687500 Penalty: 4186.180664
	Iteration 21Q: 3 clusters Score -633807.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -633816.500000 Penalty: 4186.180664
	Iteration 22Q: 3 clusters Score -633816.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -633822.562500 Penalty: 4186.180664
	Iteration 23Q: 3 clusters Score -633822.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -633829.625000 Penalty: 4186.180664
	Iteration 24Q: 3 clusters Score -633829.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -633836.125000 Penalty: 4186.180664
	Iteration 25Q: 3 clusters Score -633836.1 nChanged 18
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: -633838.750000 Penalty: 4186.180664
	Iteration 26Q: 3 clusters Score -633838.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -633841.812500 Penalty: 4186.180664
	Iteration 27Q: 3 clusters Score -633841.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -633845.062500 Penalty: 4186.180664
	Iteration 28Q: 3 clusters Score -633845.1 nChanged 3
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: -633845.687500 Penalty: 4186.180664
	Iteration 29Q: 3 clusters Score -633845.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -633846.125000 Penalty: 4186.180664
	Iteration 30Q: 3 clusters Score -633846.1 nChanged 4
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: -633849.875000 Penalty: 4186.180664
	Iteration 31Q: 3 clusters Score -633849.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -633852.312500 Penalty: 4186.180664
	Iteration 32Q: 3 clusters Score -633852.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -633856.312500 Penalty: 4186.180664
	Iteration 33Q: 3 clusters Score -633856.3 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: -633860.187500 Penalty: 4186.180664
	Iteration 34Q: 3 clusters Score -633860.2 nChanged 18
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: -633866.937500 Penalty: 4186.180664
	Iteration 35Q: 3 clusters Score -633866.9 nChanged 17
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: -633874.625000 Penalty: 4186.180664
	Iteration 36Q: 3 clusters Score -633874.6 nChanged 18
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: -633877.937500 Penalty: 4186.180664
	Iteration 37Q: 3 clusters Score -633877.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -633882.437500 Penalty: 4186.180664
	Iteration 38Q: 3 clusters Score -633882.4 nChanged 6
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: -633883.125000 Penalty: 4186.180664
	Iteration 39Q: 3 clusters Score -633883.1 nChanged 6
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: -633886.187500 Penalty: 4186.180664
	Iteration 40F: 3 clusters Score -633886.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -633886.625000 Penalty: 4186.180664
	Iteration 41Q: 3 clusters Score -633886.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -633887.250000 Penalty: 4186.180664
	Iteration 42Q: 3 clusters Score -633887.2 nChanged 4
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: -633888.312500 Penalty: 4186.180664
	Iteration 43Q: 3 clusters Score -633888.3 nChanged 7
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: -633890.437500 Penalty: 4186.180664
	Iteration 44Q: 3 clusters Score -633890.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -633891.250000 Penalty: 4186.180664
	Iteration 45Q: 3 clusters Score -633891.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -633893.937500 Penalty: 4186.180664
	Iteration 46Q: 3 clusters Score -633893.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -633894.875000 Penalty: 4186.180664
	Iteration 47Q: 3 clusters Score -633894.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -633898.000000 Penalty: 4186.180664
	Iteration 48Q: 3 clusters Score -633898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -633898.500000 Penalty: 4186.180664
	Iteration 49Q: 3 clusters Score -633898.5 nChanged 6
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: -633901.562500 Penalty: 4186.180664
	Iteration 50Q: 3 clusters Score -633901.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -633902.000000 Penalty: 4186.180664
	Iteration 51Q: 3 clusters Score -633902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -633902.312500 Penalty: 4186.180664
	Iteration 52Q: 3 clusters Score -633902.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -633902.937500 Penalty: 4186.180664
	Iteration 53Q: 3 clusters Score -633902.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -633902.937500 Penalty: 4186.180664
	Iteration 54F: 3 clusters Score -633902.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Entering Unmasked Estep 
Score: -272757.968750 Penalty: 1894.750610
	Iteration 0F: 2 clusters Score -272758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -270122.031250 Penalty: 3789.501221
	Iteration 0F: 3 clusters Score -270122 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -270715.781250 Penalty: 3789.501221
	Iteration 1F: 3 clusters Score -270715.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -270897.312500 Penalty: 3789.501221
	Iteration 2F: 3 clusters Score -270897.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -270976.875000 Penalty: 3789.501221
	Iteration 3Q: 3 clusters Score -270976.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -271034.187500 Penalty: 3789.501221
	Iteration 4Q: 3 clusters Score -271034.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -271074.062500 Penalty: 3789.501221
	Iteration 5Q: 3 clusters Score -271074.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -271120.437500 Penalty: 3789.501221
	Iteration 6Q: 3 clusters Score -271120.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -271160.125000 Penalty: 3789.501221
	Iteration 7Q: 3 clusters Score -271160.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -271185.218750 Penalty: 3789.501221
	Iteration 8Q: 3 clusters Score -271185.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -271216.656250 Penalty: 3789.501221
	Iteration 9Q: 3 clusters Score -271216.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -271235.562500 Penalty: 3789.501221
	Iteration 10Q: 3 clusters Score -271235.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -271245.312500 Penalty: 3789.501221
	Iteration 11Q: 3 clusters Score -271245.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -271252.531250 Penalty: 3789.501221
	Iteration 12Q: 3 clusters Score -271252.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -271261.593750 Penalty: 3789.501221
	Iteration 13Q: 3 clusters Score -271261.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -271264.781250 Penalty: 3789.501221
	Iteration 14Q: 3 clusters Score -271264.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -271269.593750 Penalty: 3789.501221
	Iteration 15Q: 3 clusters Score -271269.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -271272.812500 Penalty: 3789.501221
	Iteration 16Q: 3 clusters Score -271272.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -271274.125000 Penalty: 3789.501221
	Iteration 17Q: 3 clusters Score -271274.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -271276.500000 Penalty: 3789.501221
	Iteration 18Q: 3 clusters Score -271276.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -271280.000000 Penalty: 3789.501221
	Iteration 19Q: 3 clusters Score -271280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -271285.531250 Penalty: 3789.501221
	Iteration 20F: 3 clusters Score -271285.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -271288.781250 Penalty: 3789.501221
	Iteration 21Q: 3 clusters Score -271288.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -271292.375000 Penalty: 3789.501221
	Iteration 22Q: 3 clusters Score -271292.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -271294.562500 Penalty: 3789.501221
	Iteration 23Q: 3 clusters Score -271294.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -271295.937500 Penalty: 3789.501221
	Iteration 24Q: 3 clusters Score -271295.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -271297.093750 Penalty: 3789.501221
	Iteration 25Q: 3 clusters Score -271297.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -271297.468750 Penalty: 3789.501221
	Iteration 26Q: 3 clusters Score -271297.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -271298.312500 Penalty: 3789.501221
	Iteration 27Q: 3 clusters Score -271298.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -271298.531250 Penalty: 3789.501221
	Iteration 28Q: 3 clusters Score -271298.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -271298.531250 Penalty: 3789.501221
	Iteration 29F: 3 clusters Score -271298.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -173406.125000 Penalty: 1776.082275
	Iteration 0F: 2 clusters Score -173406.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -171325.671875 Penalty: 3552.164551
	Iteration 0F: 3 clusters Score -171325.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -171673.234375 Penalty: 3552.164551
	Iteration 1F: 3 clusters Score -171673.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -171784.187500 Penalty: 3552.164551
	Iteration 2F: 3 clusters Score -171784.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -171856.843750 Penalty: 3552.164551
	Iteration 3Q: 3 clusters Score -171856.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -171928.984375 Penalty: 3552.164551
	Iteration 4Q: 3 clusters Score -171929 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -172038.781250 Penalty: 3552.164551
	Iteration 5Q: 3 clusters Score -172038.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -172162.406250 Penalty: 3552.164551
	Iteration 6Q: 3 clusters Score -172162.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -172248.468750 Penalty: 3552.164551
	Iteration 7Q: 3 clusters Score -172248.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -172332.968750 Penalty: 3552.164551
	Iteration 8Q: 3 clusters Score -172333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -172380.484375 Penalty: 3552.164551
	Iteration 9Q: 3 clusters Score -172380.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -172420.343750 Penalty: 3552.164551
	Iteration 10Q: 3 clusters Score -172420.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -172450.109375 Penalty: 3552.164551
	Iteration 11Q: 3 clusters Score -172450.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -172467.109375 Penalty: 3552.164551
	Iteration 12Q: 3 clusters Score -172467.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -172481.343750 Penalty: 3552.164551
	Iteration 13Q: 3 clusters Score -172481.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -172490.656250 Penalty: 3552.164551
	Iteration 14Q: 3 clusters Score -172490.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -172496.906250 Penalty: 3552.164551
	Iteration 15Q: 3 clusters Score -172496.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -172501.890625 Penalty: 3552.164551
	Iteration 16Q: 3 clusters Score -172501.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -172502.281250 Penalty: 3552.164551
	Iteration 17Q: 3 clusters Score -172502.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -172502.281250 Penalty: 3552.164551
	Iteration 18F: 3 clusters Score -172502.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (201391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201391 members 
Entering Unmasked Estep 
Score: -27957670.000000 Penalty: 3028.824707
	Iteration 0F: 2 clusters Score -2.795767e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100737 members 
Mstep: Class 2 contains 100654 members 
Entering Unmasked Estep 
Score: -27832366.000000 Penalty: 6057.649414
	Iteration 0F: 3 clusters Score -2.783237e+07 nChanged 96887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101386 members 
Mstep: Class 2 contains 100005 members 
Entering Unmasked Estep 
Score: -27889184.000000 Penalty: 6057.649414
	Iteration 1F: 3 clusters Score -2.788918e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101975 members 
Mstep: Class 2 contains 99416 members 
Entering Unmasked Estep 
Score: -27890252.000000 Penalty: 6057.649414
	Iteration 2Q: 3 clusters Score -2.789025e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102944 members 
Mstep: Class 2 contains 98447 members 
Entering Unmasked Estep 
Score: -27891308.000000 Penalty: 6057.649414
	Iteration 3Q: 3 clusters Score -2.789131e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104527 members 
Mstep: Class 2 contains 96864 members 
Entering Unmasked Estep 
Score: -27892934.000000 Penalty: 6057.649414
	Iteration 4Q: 3 clusters Score -2.789293e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106966 members 
Mstep: Class 2 contains 94425 members 
Entering Unmasked Estep 
Score: -27895162.000000 Penalty: 6057.649414
	Iteration 5Q: 3 clusters Score -2.789516e+07 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110640 members 
Mstep: Class 2 contains 90751 members 
Entering Unmasked Estep 
Score: -27898202.000000 Penalty: 6057.649414
	Iteration 6Q: 3 clusters Score -2.78982e+07 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116257 members 
Mstep: Class 2 contains 85134 members 
Entering Unmasked Estep 
Score: -27903212.000000 Penalty: 6057.649414
	Iteration 7Q: 3 clusters Score -2.790321e+07 nChanged 12162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124057 members 
Mstep: Class 2 contains 77334 members 
Entering Unmasked Estep 
Score: -27910470.000000 Penalty: 6057.649414
	Iteration 8F: 3 clusters Score -2.791047e+07 nChanged 13534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133751 members 
Mstep: Class 2 contains 67640 members 
Entering Unmasked Estep 
Score: -27919640.000000 Penalty: 6057.649414
	Iteration 9F: 3 clusters Score -2.791964e+07 nChanged 13632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144151 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
Score: -27930284.000000 Penalty: 6057.649414
	Iteration 10F: 3 clusters Score -2.793028e+07 nChanged 11646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153357 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -27939060.000000 Penalty: 6057.649414
	Iteration 11F: 3 clusters Score -2.793906e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160676 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -27944490.000000 Penalty: 6057.649414
	Iteration 12Q: 3 clusters Score -2.794449e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166734 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -27947618.000000 Penalty: 6057.649414
	Iteration 13Q: 3 clusters Score -2.794762e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171950 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -27949716.000000 Penalty: 6057.649414
	Iteration 14Q: 3 clusters Score -2.794972e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176694 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -27951198.000000 Penalty: 6057.649414
	Iteration 15Q: 3 clusters Score -2.79512e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180737 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -27952560.000000 Penalty: 6057.649414
	Iteration 16Q: 3 clusters Score -2.795256e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183992 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -27953666.000000 Penalty: 6057.649414
	Iteration 17Q: 3 clusters Score -2.795367e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186531 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -27954504.000000 Penalty: 6057.649414
	Iteration 18Q: 3 clusters Score -2.79545e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188574 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -27955046.000000 Penalty: 6057.649414
	Iteration 19Q: 3 clusters Score -2.795505e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190288 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -27955418.000000 Penalty: 6057.649414
	Iteration 20F: 3 clusters Score -2.795542e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191704 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -27955736.000000 Penalty: 6057.649414
	Iteration 21Q: 3 clusters Score -2.795574e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192861 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -27955982.000000 Penalty: 6057.649414
	Iteration 22Q: 3 clusters Score -2.795598e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193812 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -27956076.000000 Penalty: 6057.649414
	Iteration 23Q: 3 clusters Score -2.795608e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194608 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -27956134.000000 Penalty: 6057.649414
	Iteration 24Q: 3 clusters Score -2.795613e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195294 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -27956188.000000 Penalty: 6057.649414
	Iteration 25Q: 3 clusters Score -2.795619e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195866 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -27956254.000000 Penalty: 6057.649414
	Iteration 26Q: 3 clusters Score -2.795625e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196381 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -27956300.000000 Penalty: 6057.649414
	Iteration 27Q: 3 clusters Score -2.79563e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196846 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -27956350.000000 Penalty: 6057.649414
	Iteration 28Q: 3 clusters Score -2.795635e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197240 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -27956330.000000 Penalty: 6057.649414
	Iteration 29Q: 3 clusters Score -2.795633e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197609 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -27956344.000000 Penalty: 6057.649414
	Iteration 30Q: 3 clusters Score -2.795634e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197929 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -27956288.000000 Penalty: 6057.649414
	Iteration 31Q: 3 clusters Score -2.795629e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198196 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -27956270.000000 Penalty: 6057.649414
	Iteration 32Q: 3 clusters Score -2.795627e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198441 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -27956266.000000 Penalty: 6057.649414
	Iteration 33Q: 3 clusters Score -2.795627e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198676 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -27956226.000000 Penalty: 6057.649414
	Iteration 34Q: 3 clusters Score -2.795623e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198876 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -27956150.000000 Penalty: 6057.649414
	Iteration 35Q: 3 clusters Score -2.795615e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199053 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -27956138.000000 Penalty: 6057.649414
	Iteration 36Q: 3 clusters Score -2.795614e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199224 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -27956142.000000 Penalty: 6057.649414
	Iteration 37Q: 3 clusters Score -2.795614e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199373 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -27956106.000000 Penalty: 6057.649414
	Iteration 38Q: 3 clusters Score -2.795611e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199496 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -27956070.000000 Penalty: 6057.649414
	Iteration 39Q: 3 clusters Score -2.795607e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199610 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -27956042.000000 Penalty: 6057.649414
	Iteration 40F: 3 clusters Score -2.795604e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199699 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -27956026.000000 Penalty: 6057.649414
	Iteration 41Q: 3 clusters Score -2.795603e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199775 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -27955954.000000 Penalty: 6057.649414
	Iteration 42Q: 3 clusters Score -2.795595e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199837 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -27955946.000000 Penalty: 6057.649414
	Iteration 43Q: 3 clusters Score -2.795595e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199891 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -27955958.000000 Penalty: 6057.649414
	Iteration 44Q: 3 clusters Score -2.795596e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199929 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -27955952.000000 Penalty: 6057.649414
	Iteration 45Q: 3 clusters Score -2.795595e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199969 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -27955936.000000 Penalty: 6057.649414
	Iteration 46Q: 3 clusters Score -2.795594e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200003 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -27955958.000000 Penalty: 6057.649414
	Iteration 47Q: 3 clusters Score -2.795596e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200036 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -27955932.000000 Penalty: 6057.649414
	Iteration 48Q: 3 clusters Score -2.795593e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200069 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -27955932.000000 Penalty: 6057.649414
	Iteration 49Q: 3 clusters Score -2.795593e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200104 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -27955916.000000 Penalty: 6057.649414
	Iteration 50Q: 3 clusters Score -2.795592e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200134 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -27955896.000000 Penalty: 6057.649414
	Iteration 51Q: 3 clusters Score -2.79559e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200163 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -27955872.000000 Penalty: 6057.649414
	Iteration 52Q: 3 clusters Score -2.795587e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200191 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -27955886.000000 Penalty: 6057.649414
	Iteration 53Q: 3 clusters Score -2.795589e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200214 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -27955850.000000 Penalty: 6057.649414
	Iteration 54Q: 3 clusters Score -2.795585e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200239 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -27955852.000000 Penalty: 6057.649414
	Iteration 55Q: 3 clusters Score -2.795585e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200264 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -27955836.000000 Penalty: 6057.649414
	Iteration 56Q: 3 clusters Score -2.795584e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200290 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -27955822.000000 Penalty: 6057.649414
	Iteration 57Q: 3 clusters Score -2.795582e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200322 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -27955826.000000 Penalty: 6057.649414
	Iteration 58Q: 3 clusters Score -2.795583e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200355 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -27955794.000000 Penalty: 6057.649414
	Iteration 59Q: 3 clusters Score -2.795579e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200378 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -27955820.000000 Penalty: 6057.649414
	Iteration 60F: 3 clusters Score -2.795582e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200401 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -27955782.000000 Penalty: 6057.649414
	Iteration 61Q: 3 clusters Score -2.795578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200420 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -27955806.000000 Penalty: 6057.649414
	Iteration 62Q: 3 clusters Score -2.795581e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200439 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -27955786.000000 Penalty: 6057.649414
	Iteration 63Q: 3 clusters Score -2.795579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200449 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -27955784.000000 Penalty: 6057.649414
	Iteration 64Q: 3 clusters Score -2.795578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200456 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -27955808.000000 Penalty: 6057.649414
	Iteration 65Q: 3 clusters Score -2.795581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200462 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -27955802.000000 Penalty: 6057.649414
	Iteration 66Q: 3 clusters Score -2.79558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200469 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -27955816.000000 Penalty: 6057.649414
	Iteration 67Q: 3 clusters Score -2.795582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200478 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -27955790.000000 Penalty: 6057.649414
	Iteration 68Q: 3 clusters Score -2.795579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200484 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -27955800.000000 Penalty: 6057.649414
	Iteration 69Q: 3 clusters Score -2.79558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200491 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -27955816.000000 Penalty: 6057.649414
	Iteration 70Q: 3 clusters Score -2.795582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200498 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -27955802.000000 Penalty: 6057.649414
	Iteration 71Q: 3 clusters Score -2.79558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200504 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -27955802.000000 Penalty: 6057.649414
	Iteration 72Q: 3 clusters Score -2.79558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200510 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -27955768.000000 Penalty: 6057.649414
	Iteration 73Q: 3 clusters Score -2.795577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200512 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -27955772.000000 Penalty: 6057.649414
	Iteration 74Q: 3 clusters Score -2.795577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200513 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -27955780.000000 Penalty: 6057.649414
	Iteration 75Q: 3 clusters Score -2.795578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200515 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -27955782.000000 Penalty: 6057.649414
	Iteration 76Q: 3 clusters Score -2.795578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200517 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -27955796.000000 Penalty: 6057.649414
	Iteration 77Q: 3 clusters Score -2.79558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200517 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -27955788.000000 Penalty: 6057.649414
	Iteration 78Q: 3 clusters Score -2.795579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200519 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -27955776.000000 Penalty: 6057.649414
	Iteration 79Q: 3 clusters Score -2.795578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200520 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -27955786.000000 Penalty: 6057.649414
	Iteration 80F: 3 clusters Score -2.795579e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -113738.007812 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -113738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -111894.859375 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -111894.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -112135.179688 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -112135.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -112213.703125 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -112213.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -112250.109375 Penalty: 3357.742432
	Iteration 3Q: 3 clusters Score -112250.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -112269.187500 Penalty: 3357.742432
	Iteration 4Q: 3 clusters Score -112269.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -112291.367188 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -112291.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -112324.132812 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -112324.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -112358.835938 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -112358.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -112402.500000 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -112402.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -112483.101562 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -112483.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -112563.718750 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -112563.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -112673.937500 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -112673.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -112747.929688 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -112747.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -112814.765625 Penalty: 3357.742432
	Iteration 13Q: 3 clusters Score -112814.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -112856.867188 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -112856.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -112897.867188 Penalty: 3357.742432
	Iteration 15Q: 3 clusters Score -112897.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -112966.117188 Penalty: 3357.742432
	Iteration 16Q: 3 clusters Score -112966.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -113012.054688 Penalty: 3357.742432
	Iteration 17Q: 3 clusters Score -113012.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -113044.187500 Penalty: 3357.742432
	Iteration 18Q: 3 clusters Score -113044.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -113080.203125 Penalty: 3357.742432
	Iteration 19Q: 3 clusters Score -113080.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -113092.914062 Penalty: 3357.742432
	Iteration 20F: 3 clusters Score -113092.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -113100.812500 Penalty: 3357.742432
	Iteration 21Q: 3 clusters Score -113100.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -113103.898438 Penalty: 3357.742432
	Iteration 22Q: 3 clusters Score -113103.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -113105.750000 Penalty: 3357.742432
	Iteration 23Q: 3 clusters Score -113105.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -113107.148438 Penalty: 3357.742432
	Iteration 24Q: 3 clusters Score -113107.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -113108.085938 Penalty: 3357.742432
	Iteration 25Q: 3 clusters Score -113108.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -113111.125000 Penalty: 3357.742432
	Iteration 26Q: 3 clusters Score -113111.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -113111.125000 Penalty: 3357.742432
	Iteration 27F: 3 clusters Score -113111.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Entering Unmasked Estep 
Score: -1631934.000000 Penalty: 2332.828125
	Iteration 0F: 2 clusters Score -1631934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1622940.375000 Penalty: 4665.656250
	Iteration 0F: 3 clusters Score -1622940 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1625931.125000 Penalty: 4665.656250
	Iteration 1F: 3 clusters Score -1625931 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1626564.000000 Penalty: 4665.656250
	Iteration 2F: 3 clusters Score -1626564 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1627209.375000 Penalty: 4665.656250
	Iteration 3F: 3 clusters Score -1627209 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1627937.125000 Penalty: 4665.656250
	Iteration 4F: 3 clusters Score -1627937 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1628693.000000 Penalty: 4665.656250
	Iteration 5F: 3 clusters Score -1628693 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1629385.375000 Penalty: 4665.656250
	Iteration 6F: 3 clusters Score -1629385 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1629961.750000 Penalty: 4665.656250
	Iteration 7Q: 3 clusters Score -1629962 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1630461.875000 Penalty: 4665.656250
	Iteration 8Q: 3 clusters Score -1630462 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1630780.875000 Penalty: 4665.656250
	Iteration 9Q: 3 clusters Score -1630781 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1630981.375000 Penalty: 4665.656250
	Iteration 10Q: 3 clusters Score -1630981 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1631101.500000 Penalty: 4665.656250
	Iteration 11Q: 3 clusters Score -1631102 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1631200.500000 Penalty: 4665.656250
	Iteration 12Q: 3 clusters Score -1631200 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1631270.875000 Penalty: 4665.656250
	Iteration 13Q: 3 clusters Score -1631271 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1631345.250000 Penalty: 4665.656250
	Iteration 14Q: 3 clusters Score -1631345 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1631431.250000 Penalty: 4665.656250
	Iteration 15Q: 3 clusters Score -1631431 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1631489.625000 Penalty: 4665.656250
	Iteration 16Q: 3 clusters Score -1631490 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1631523.500000 Penalty: 4665.656250
	Iteration 17Q: 3 clusters Score -1631524 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1631550.625000 Penalty: 4665.656250
	Iteration 18Q: 3 clusters Score -1631551 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1631572.250000 Penalty: 4665.656250
	Iteration 19Q: 3 clusters Score -1631572 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1631591.750000 Penalty: 4665.656250
	Iteration 20F: 3 clusters Score -1631592 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1631603.375000 Penalty: 4665.656250
	Iteration 21Q: 3 clusters Score -1631603 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1631617.250000 Penalty: 4665.656250
	Iteration 22Q: 3 clusters Score -1631617 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1631625.750000 Penalty: 4665.656250
	Iteration 23Q: 3 clusters Score -1631626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1631641.500000 Penalty: 4665.656250
	Iteration 24Q: 3 clusters Score -1631642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1631641.250000 Penalty: 4665.656250
	Iteration 25Q: 3 clusters Score -1631641 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1631650.625000 Penalty: 4665.656250
	Iteration 26Q: 3 clusters Score -1631651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1631655.375000 Penalty: 4665.656250
	Iteration 27Q: 3 clusters Score -1631655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1631656.250000 Penalty: 4665.656250
	Iteration 28Q: 3 clusters Score -1631656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1631656.000000 Penalty: 4665.656250
	Iteration 29Q: 3 clusters Score -1631656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1631661.750000 Penalty: 4665.656250
	Iteration 30Q: 3 clusters Score -1631662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1631665.125000 Penalty: 4665.656250
	Iteration 31Q: 3 clusters Score -1631665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1631664.250000 Penalty: 4665.656250
	Iteration 32Q: 3 clusters Score -1631664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1631665.625000 Penalty: 4665.656250
	Iteration 33Q: 3 clusters Score -1631666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1631665.750000 Penalty: 4665.656250
	Iteration 34Q: 3 clusters Score -1631666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1631669.875000 Penalty: 4665.656250
	Iteration 35Q: 3 clusters Score -1631670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1631671.250000 Penalty: 4665.656250
	Iteration 36Q: 3 clusters Score -1631671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1631672.875000 Penalty: 4665.656250
	Iteration 37Q: 3 clusters Score -1631673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1631677.000000 Penalty: 4665.656250
	Iteration 38Q: 3 clusters Score -1631677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1631676.875000 Penalty: 4665.656250
	Iteration 39Q: 3 clusters Score -1631677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1631678.000000 Penalty: 4665.656250
	Iteration 40F: 3 clusters Score -1631678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1631679.500000 Penalty: 4665.656250
	Iteration 41Q: 3 clusters Score -1631680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1631679.500000 Penalty: 4665.656250
	Iteration 42Q: 3 clusters Score -1631680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1631678.250000 Penalty: 4665.656250
	Iteration 43Q: 3 clusters Score -1631678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1631684.000000 Penalty: 4665.656250
	Iteration 44Q: 3 clusters Score -1631684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1631681.875000 Penalty: 4665.656250
	Iteration 45Q: 3 clusters Score -1631682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1631683.750000 Penalty: 4665.656250
	Iteration 46Q: 3 clusters Score -1631684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1631684.750000 Penalty: 4665.656250
	Iteration 47Q: 3 clusters Score -1631685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1631686.375000 Penalty: 4665.656250
	Iteration 48Q: 3 clusters Score -1631686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1631688.250000 Penalty: 4665.656250
	Iteration 49Q: 3 clusters Score -1631688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1631689.125000 Penalty: 4665.656250
	Iteration 50Q: 3 clusters Score -1631689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1631692.750000 Penalty: 4665.656250
	Iteration 51Q: 3 clusters Score -1631693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1631693.250000 Penalty: 4665.656250
	Iteration 52Q: 3 clusters Score -1631693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1631690.875000 Penalty: 4665.656250
	Iteration 53Q: 3 clusters Score -1631691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1631690.125000 Penalty: 4665.656250
	Iteration 54Q: 3 clusters Score -1631690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1631688.250000 Penalty: 4665.656250
	Iteration 55Q: 3 clusters Score -1631688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1631689.750000 Penalty: 4665.656250
	Iteration 56Q: 3 clusters Score -1631690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1631689.750000 Penalty: 4665.656250
	Iteration 57Q: 3 clusters Score -1631690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1631690.000000 Penalty: 4665.656250
	Iteration 58Q: 3 clusters Score -1631690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1631690.000000 Penalty: 4665.656250
	Iteration 59F: 3 clusters Score -1631690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (146563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146563 members 
Entering Unmasked Estep 
Score: -20286344.000000 Penalty: 2950.012207
	Iteration 0F: 2 clusters Score -2.028634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73589 members 
Mstep: Class 2 contains 72974 members 
Entering Unmasked Estep 
Score: -20190910.000000 Penalty: 5900.024414
	Iteration 0F: 3 clusters Score -2.019091e+07 nChanged 70100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76937 members 
Mstep: Class 2 contains 69626 members 
Entering Unmasked Estep 
Score: -20231894.000000 Penalty: 5900.024414
	Iteration 1F: 3 clusters Score -2.023189e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79492 members 
Mstep: Class 2 contains 67071 members 
Entering Unmasked Estep 
Score: -20233030.000000 Penalty: 5900.024414
	Iteration 2Q: 3 clusters Score -2.023303e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83421 members 
Mstep: Class 2 contains 63142 members 
Entering Unmasked Estep 
Score: -20235100.000000 Penalty: 5900.024414
	Iteration 3Q: 3 clusters Score -2.02351e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89310 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -20238232.000000 Penalty: 5900.024414
	Iteration 4Q: 3 clusters Score -2.023823e+07 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97716 members 
Mstep: Class 2 contains 48847 members 
Entering Unmasked Estep 
Score: -20244050.000000 Penalty: 5900.024414
	Iteration 5F: 3 clusters Score -2.024405e+07 nChanged 10987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108449 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -20252722.000000 Penalty: 5900.024414
	Iteration 6F: 3 clusters Score -2.025272e+07 nChanged 12014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120347 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -20263390.000000 Penalty: 5900.024414
	Iteration 7F: 3 clusters Score -2.026339e+07 nChanged 10148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130397 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -20272330.000000 Penalty: 5900.024414
	Iteration 8F: 3 clusters Score -2.027233e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137061 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -20277862.000000 Penalty: 5900.024414
	Iteration 9Q: 3 clusters Score -2.027786e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140718 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -20280778.000000 Penalty: 5900.024414
	Iteration 10Q: 3 clusters Score -2.028078e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142680 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -20282152.000000 Penalty: 5900.024414
	Iteration 11Q: 3 clusters Score -2.028215e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143794 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -20282850.000000 Penalty: 5900.024414
	Iteration 12Q: 3 clusters Score -2.028285e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144429 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -20283288.000000 Penalty: 5900.024414
	Iteration 13Q: 3 clusters Score -2.028329e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144794 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -20283490.000000 Penalty: 5900.024414
	Iteration 14Q: 3 clusters Score -2.028349e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145009 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -20283568.000000 Penalty: 5900.024414
	Iteration 15Q: 3 clusters Score -2.028357e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145149 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -20283644.000000 Penalty: 5900.024414
	Iteration 16Q: 3 clusters Score -2.028364e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145267 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -20283690.000000 Penalty: 5900.024414
	Iteration 17Q: 3 clusters Score -2.028369e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145352 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -20283732.000000 Penalty: 5900.024414
	Iteration 18Q: 3 clusters Score -2.028373e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145430 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -20283778.000000 Penalty: 5900.024414
	Iteration 19Q: 3 clusters Score -2.028378e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145488 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -20283790.000000 Penalty: 5900.024414
	Iteration 20F: 3 clusters Score -2.028379e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145532 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -20283826.000000 Penalty: 5900.024414
	Iteration 21Q: 3 clusters Score -2.028383e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145566 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -20283836.000000 Penalty: 5900.024414
	Iteration 22Q: 3 clusters Score -2.028384e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145589 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -20283870.000000 Penalty: 5900.024414
	Iteration 23Q: 3 clusters Score -2.028387e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145598 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -20283886.000000 Penalty: 5900.024414
	Iteration 24Q: 3 clusters Score -2.028389e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145608 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -20283898.000000 Penalty: 5900.024414
	Iteration 25Q: 3 clusters Score -2.02839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145608 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -20283898.000000 Penalty: 5900.024414
	Iteration 26Q: 3 clusters Score -2.02839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145613 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -20283892.000000 Penalty: 5900.024414
	Iteration 27Q: 3 clusters Score -2.028389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145618 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -20283890.000000 Penalty: 5900.024414
	Iteration 28Q: 3 clusters Score -2.028389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145621 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -20283884.000000 Penalty: 5900.024414
	Iteration 29Q: 3 clusters Score -2.028388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145627 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -20283890.000000 Penalty: 5900.024414
	Iteration 30Q: 3 clusters Score -2.028389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145633 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -20283908.000000 Penalty: 5900.024414
	Iteration 31Q: 3 clusters Score -2.028391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145636 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -20283900.000000 Penalty: 5900.024414
	Iteration 32Q: 3 clusters Score -2.02839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145641 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -20283904.000000 Penalty: 5900.024414
	Iteration 33Q: 3 clusters Score -2.02839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145640 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -20283908.000000 Penalty: 5900.024414
	Iteration 34Q: 3 clusters Score -2.028391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145644 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -20283912.000000 Penalty: 5900.024414
	Iteration 35Q: 3 clusters Score -2.028391e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145648 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -20283906.000000 Penalty: 5900.024414
	Iteration 36Q: 3 clusters Score -2.028391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145652 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -20283924.000000 Penalty: 5900.024414
	Iteration 37Q: 3 clusters Score -2.028392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145658 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -20283926.000000 Penalty: 5900.024414
	Iteration 38Q: 3 clusters Score -2.028393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145658 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -20283934.000000 Penalty: 5900.024414
	Iteration 39Q: 3 clusters Score -2.028393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145659 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -20283934.000000 Penalty: 5900.024414
	Iteration 40F: 3 clusters Score -2.028393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145658 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -20283938.000000 Penalty: 5900.024414
	Iteration 41Q: 3 clusters Score -2.028394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145660 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -20283940.000000 Penalty: 5900.024414
	Iteration 42Q: 3 clusters Score -2.028394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145661 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -20283934.000000 Penalty: 5900.024414
	Iteration 43Q: 3 clusters Score -2.028393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145663 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -20283928.000000 Penalty: 5900.024414
	Iteration 44Q: 3 clusters Score -2.028393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145666 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -20283930.000000 Penalty: 5900.024414
	Iteration 45Q: 3 clusters Score -2.028393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145670 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -20283940.000000 Penalty: 5900.024414
	Iteration 46Q: 3 clusters Score -2.028394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145672 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -20283932.000000 Penalty: 5900.024414
	Iteration 47Q: 3 clusters Score -2.028393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145673 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -20283934.000000 Penalty: 5900.024414
	Iteration 48Q: 3 clusters Score -2.028393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145677 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -20283932.000000 Penalty: 5900.024414
	Iteration 49Q: 3 clusters Score -2.028393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145681 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -20283942.000000 Penalty: 5900.024414
	Iteration 50Q: 3 clusters Score -2.028394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145684 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -20283942.000000 Penalty: 5900.024414
	Iteration 51Q: 3 clusters Score -2.028394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145685 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -20283944.000000 Penalty: 5900.024414
	Iteration 52Q: 3 clusters Score -2.028394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145686 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -20283950.000000 Penalty: 5900.024414
	Iteration 53Q: 3 clusters Score -2.028395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145689 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -20283944.000000 Penalty: 5900.024414
	Iteration 54Q: 3 clusters Score -2.028394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145689 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -20283942.000000 Penalty: 5900.024414
	Iteration 55Q: 3 clusters Score -2.028394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145689 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -20283936.000000 Penalty: 5900.024414
	Iteration 56Q: 3 clusters Score -2.028394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145690 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -20283944.000000 Penalty: 5900.024414
	Iteration 57Q: 3 clusters Score -2.028394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145690 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -20283944.000000 Penalty: 5900.024414
	Iteration 58Q: 3 clusters Score -2.028394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145691 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -20283946.000000 Penalty: 5900.024414
	Iteration 59Q: 3 clusters Score -2.028395e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145691 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -20283946.000000 Penalty: 5900.024414
	Iteration 60F: 3 clusters Score -2.028395e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47428 members 
Entering Unmasked Estep 
Score: -6521925.000000 Penalty: 2670.208008
	Iteration 0F: 2 clusters Score -6521925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -6490022.000000 Penalty: 5340.416016
	Iteration 0F: 3 clusters Score -6490022 nChanged 21791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -6502089.500000 Penalty: 5340.416016
	Iteration 1F: 3 clusters Score -6502090 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -6502813.500000 Penalty: 5340.416016
	Iteration 2Q: 3 clusters Score -6502814 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -6503684.500000 Penalty: 5340.416016
	Iteration 3Q: 3 clusters Score -6503684 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -6505003.000000 Penalty: 5340.416016
	Iteration 4Q: 3 clusters Score -6505003 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -6507058.500000 Penalty: 5340.416016
	Iteration 5F: 3 clusters Score -6507058 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -6509457.000000 Penalty: 5340.416016
	Iteration 6F: 3 clusters Score -6509457 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -6511783.500000 Penalty: 5340.416016
	Iteration 7F: 3 clusters Score -6511784 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -6513507.500000 Penalty: 5340.416016
	Iteration 8F: 3 clusters Score -6513508 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -6514675.000000 Penalty: 5340.416016
	Iteration 9F: 3 clusters Score -6514675 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -6515577.500000 Penalty: 5340.416016
	Iteration 10Q: 3 clusters Score -6515578 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -6516416.000000 Penalty: 5340.416016
	Iteration 11Q: 3 clusters Score -6516416 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -6517181.000000 Penalty: 5340.416016
	Iteration 12Q: 3 clusters Score -6517181 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -6517848.000000 Penalty: 5340.416016
	Iteration 13Q: 3 clusters Score -6517848 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -6518367.000000 Penalty: 5340.416016
	Iteration 14Q: 3 clusters Score -6518367 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -6518868.000000 Penalty: 5340.416016
	Iteration 15Q: 3 clusters Score -6518868 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -6519290.500000 Penalty: 5340.416016
	Iteration 16Q: 3 clusters Score -6519290 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -6519649.000000 Penalty: 5340.416016
	Iteration 17Q: 3 clusters Score -6519649 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -6520016.500000 Penalty: 5340.416016
	Iteration 18Q: 3 clusters Score -6520016 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -6520339.500000 Penalty: 5340.416016
	Iteration 19Q: 3 clusters Score -6520340 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -6520546.500000 Penalty: 5340.416016
	Iteration 20F: 3 clusters Score -6520546 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -6520698.500000 Penalty: 5340.416016
	Iteration 21Q: 3 clusters Score -6520698 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -6520784.500000 Penalty: 5340.416016
	Iteration 22Q: 3 clusters Score -6520784 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -6520870.500000 Penalty: 5340.416016
	Iteration 23Q: 3 clusters Score -6520870 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -6520947.000000 Penalty: 5340.416016
	Iteration 24Q: 3 clusters Score -6520947 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -6521007.000000 Penalty: 5340.416016
	Iteration 25Q: 3 clusters Score -6521007 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -6521044.500000 Penalty: 5340.416016
	Iteration 26Q: 3 clusters Score -6521044 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -6521103.000000 Penalty: 5340.416016
	Iteration 27Q: 3 clusters Score -6521103 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -6521129.000000 Penalty: 5340.416016
	Iteration 28Q: 3 clusters Score -6521129 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -6521179.500000 Penalty: 5340.416016
	Iteration 29Q: 3 clusters Score -6521180 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -6521219.000000 Penalty: 5340.416016
	Iteration 30Q: 3 clusters Score -6521219 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -6521253.500000 Penalty: 5340.416016
	Iteration 31Q: 3 clusters Score -6521254 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -6521265.000000 Penalty: 5340.416016
	Iteration 32Q: 3 clusters Score -6521265 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -6521309.500000 Penalty: 5340.416016
	Iteration 33Q: 3 clusters Score -6521310 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -6521350.000000 Penalty: 5340.416016
	Iteration 34Q: 3 clusters Score -6521350 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -6521381.000000 Penalty: 5340.416016
	Iteration 35Q: 3 clusters Score -6521381 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -6521402.000000 Penalty: 5340.416016
	Iteration 36Q: 3 clusters Score -6521402 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -6521435.000000 Penalty: 5340.416016
	Iteration 37Q: 3 clusters Score -6521435 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -6521452.000000 Penalty: 5340.416016
	Iteration 38Q: 3 clusters Score -6521452 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -6521471.500000 Penalty: 5340.416016
	Iteration 39Q: 3 clusters Score -6521472 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -6521477.000000 Penalty: 5340.416016
	Iteration 40F: 3 clusters Score -6521477 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -6521477.500000 Penalty: 5340.416016
	Iteration 41Q: 3 clusters Score -6521478 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -6521487.000000 Penalty: 5340.416016
	Iteration 42Q: 3 clusters Score -6521487 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -6521485.000000 Penalty: 5340.416016
	Iteration 43Q: 3 clusters Score -6521485 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -6521487.000000 Penalty: 5340.416016
	Iteration 44Q: 3 clusters Score -6521487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -6521494.500000 Penalty: 5340.416016
	Iteration 45Q: 3 clusters Score -6521494 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -6521497.500000 Penalty: 5340.416016
	Iteration 46Q: 3 clusters Score -6521498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -6521488.500000 Penalty: 5340.416016
	Iteration 47Q: 3 clusters Score -6521488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -6521508.000000 Penalty: 5340.416016
	Iteration 48Q: 3 clusters Score -6521508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -6521497.500000 Penalty: 5340.416016
	Iteration 49Q: 3 clusters Score -6521498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -6521509.500000 Penalty: 5340.416016
	Iteration 50Q: 3 clusters Score -6521510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -6521507.500000 Penalty: 5340.416016
	Iteration 51Q: 3 clusters Score -6521508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -6521512.500000 Penalty: 5340.416016
	Iteration 52Q: 3 clusters Score -6521512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -6521510.000000 Penalty: 5340.416016
	Iteration 53Q: 3 clusters Score -6521510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -6521527.000000 Penalty: 5340.416016
	Iteration 54Q: 3 clusters Score -6521527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -6521523.000000 Penalty: 5340.416016
	Iteration 55Q: 3 clusters Score -6521523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -6521518.500000 Penalty: 5340.416016
	Iteration 56Q: 3 clusters Score -6521518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -6521518.500000 Penalty: 5340.416016
	Iteration 57Q: 3 clusters Score -6521518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -6521529.000000 Penalty: 5340.416016
	Iteration 58Q: 3 clusters Score -6521529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -6521518.000000 Penalty: 5340.416016
	Iteration 59Q: 3 clusters Score -6521518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -6521526.000000 Penalty: 5340.416016
	Iteration 60F: 3 clusters Score -6521526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -6521532.500000 Penalty: 5340.416016
	Iteration 61Q: 3 clusters Score -6521532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -6521535.500000 Penalty: 5340.416016
	Iteration 62Q: 3 clusters Score -6521536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -6521533.000000 Penalty: 5340.416016
	Iteration 63Q: 3 clusters Score -6521533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -6521538.500000 Penalty: 5340.416016
	Iteration 64Q: 3 clusters Score -6521538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -6521538.500000 Penalty: 5340.416016
	Iteration 65Q: 3 clusters Score -6521538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -6521542.000000 Penalty: 5340.416016
	Iteration 66Q: 3 clusters Score -6521542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -6521546.000000 Penalty: 5340.416016
	Iteration 67Q: 3 clusters Score -6521546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -6521551.000000 Penalty: 5340.416016
	Iteration 68Q: 3 clusters Score -6521551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -6521559.000000 Penalty: 5340.416016
	Iteration 69Q: 3 clusters Score -6521559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -6521560.000000 Penalty: 5340.416016
	Iteration 70Q: 3 clusters Score -6521560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -6521549.000000 Penalty: 5340.416016
	Iteration 71Q: 3 clusters Score -6521549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -6521555.500000 Penalty: 5340.416016
	Iteration 72Q: 3 clusters Score -6521556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -6521564.500000 Penalty: 5340.416016
	Iteration 73Q: 3 clusters Score -6521564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -6521574.500000 Penalty: 5340.416016
	Iteration 74Q: 3 clusters Score -6521574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -6521580.500000 Penalty: 5340.416016
	Iteration 75Q: 3 clusters Score -6521580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -6521576.500000 Penalty: 5340.416016
	Iteration 76Q: 3 clusters Score -6521576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -6521572.500000 Penalty: 5340.416016
	Iteration 77Q: 3 clusters Score -6521572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -6521568.000000 Penalty: 5340.416016
	Iteration 78Q: 3 clusters Score -6521568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -6521570.500000 Penalty: 5340.416016
	Iteration 79Q: 3 clusters Score -6521570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -6521571.000000 Penalty: 5340.416016
	Iteration 80F: 3 clusters Score -6521571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -6521562.000000 Penalty: 5340.416016
	Iteration 81Q: 3 clusters Score -6521562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -6521559.500000 Penalty: 5340.416016
	Iteration 82Q: 3 clusters Score -6521560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -6521572.000000 Penalty: 5340.416016
	Iteration 83Q: 3 clusters Score -6521572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -6521564.500000 Penalty: 5340.416016
	Iteration 84Q: 3 clusters Score -6521564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -6521563.000000 Penalty: 5340.416016
	Iteration 85Q: 3 clusters Score -6521563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -6521568.000000 Penalty: 5340.416016
	Iteration 86Q: 3 clusters Score -6521568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -6521563.500000 Penalty: 5340.416016
	Iteration 87Q: 3 clusters Score -6521564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -6521560.000000 Penalty: 5340.416016
	Iteration 88Q: 3 clusters Score -6521560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -6521563.500000 Penalty: 5340.416016
	Iteration 89Q: 3 clusters Score -6521564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -6521562.500000 Penalty: 5340.416016
	Iteration 90Q: 3 clusters Score -6521562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -6521558.500000 Penalty: 5340.416016
	Iteration 91Q: 3 clusters Score -6521558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -6521558.500000 Penalty: 5340.416016
	Iteration 92F: 3 clusters Score -6521558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Entering Unmasked Estep 
Score: -697363.000000 Penalty: 2139.437744
	Iteration 0F: 2 clusters Score -697363 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 2787 members 
Entering Unmasked Estep 
Score: -692547.687500 Penalty: 4278.875488
	Iteration 0F: 3 clusters Score -692547.7 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -693933.625000 Penalty: 4278.875488
	Iteration 1F: 3 clusters Score -693933.6 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -694479.187500 Penalty: 4278.875488
	Iteration 2F: 3 clusters Score -694479.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -695008.875000 Penalty: 4278.875488
	Iteration 3F: 3 clusters Score -695008.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -695538.375000 Penalty: 4278.875488
	Iteration 4F: 3 clusters Score -695538.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -696009.375000 Penalty: 4278.875488
	Iteration 5F: 3 clusters Score -696009.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -696289.750000 Penalty: 4278.875488
	Iteration 6F: 3 clusters Score -696289.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -696477.875000 Penalty: 4278.875488
	Iteration 7Q: 3 clusters Score -696477.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -696598.687500 Penalty: 4278.875488
	Iteration 8Q: 3 clusters Score -696598.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -696676.250000 Penalty: 4278.875488
	Iteration 9Q: 3 clusters Score -696676.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -696731.500000 Penalty: 4278.875488
	Iteration 10Q: 3 clusters Score -696731.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -696773.250000 Penalty: 4278.875488
	Iteration 11Q: 3 clusters Score -696773.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -696806.312500 Penalty: 4278.875488
	Iteration 12Q: 3 clusters Score -696806.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -696829.750000 Penalty: 4278.875488
	Iteration 13Q: 3 clusters Score -696829.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -696856.375000 Penalty: 4278.875488
	Iteration 14Q: 3 clusters Score -696856.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -696882.187500 Penalty: 4278.875488
	Iteration 15Q: 3 clusters Score -696882.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -696903.125000 Penalty: 4278.875488
	Iteration 16Q: 3 clusters Score -696903.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -696914.000000 Penalty: 4278.875488
	Iteration 17Q: 3 clusters Score -696914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -696918.187500 Penalty: 4278.875488
	Iteration 18Q: 3 clusters Score -696918.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -696919.437500 Penalty: 4278.875488
	Iteration 19Q: 3 clusters Score -696919.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -696923.875000 Penalty: 4278.875488
	Iteration 20F: 3 clusters Score -696923.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -696923.687500 Penalty: 4278.875488
	Iteration 21Q: 3 clusters Score -696923.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -696924.875000 Penalty: 4278.875488
	Iteration 22Q: 3 clusters Score -696924.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -696926.375000 Penalty: 4278.875488
	Iteration 23Q: 3 clusters Score -696926.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -696929.875000 Penalty: 4278.875488
	Iteration 24Q: 3 clusters Score -696929.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -696929.500000 Penalty: 4278.875488
	Iteration 25Q: 3 clusters Score -696929.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -696930.062500 Penalty: 4278.875488
	Iteration 26Q: 3 clusters Score -696930.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -696931.625000 Penalty: 4278.875488
	Iteration 27Q: 3 clusters Score -696931.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -696931.625000 Penalty: 4278.875488
	Iteration 28F: 3 clusters Score -696931.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Entering Unmasked Estep 
Score: -5014149.000000 Penalty: 2600.343506
	Iteration 0F: 2 clusters Score -5014149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -4989833.000000 Penalty: 5200.687012
	Iteration 0F: 3 clusters Score -4989833 nChanged 16367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -4998785.500000 Penalty: 5200.687012
	Iteration 1F: 3 clusters Score -4998786 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -4999264.000000 Penalty: 5200.687012
	Iteration 2Q: 3 clusters Score -4999264 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -4999724.000000 Penalty: 5200.687012
	Iteration 3Q: 3 clusters Score -4999724 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -5000173.000000 Penalty: 5200.687012
	Iteration 4Q: 3 clusters Score -5000173 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -5000635.500000 Penalty: 5200.687012
	Iteration 5Q: 3 clusters Score -5000636 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -5001234.500000 Penalty: 5200.687012
	Iteration 6Q: 3 clusters Score -5001234 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -5002013.500000 Penalty: 5200.687012
	Iteration 7Q: 3 clusters Score -5002014 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -5003065.000000 Penalty: 5200.687012
	Iteration 8F: 3 clusters Score -5003065 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -5004591.500000 Penalty: 5200.687012
	Iteration 9F: 3 clusters Score -5004592 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -5006409.500000 Penalty: 5200.687012
	Iteration 10F: 3 clusters Score -5006410 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -5008078.500000 Penalty: 5200.687012
	Iteration 11F: 3 clusters Score -5008078 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -5008945.500000 Penalty: 5200.687012
	Iteration 12Q: 3 clusters Score -5008946 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -5009310.500000 Penalty: 5200.687012
	Iteration 13Q: 3 clusters Score -5009310 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -5009484.000000 Penalty: 5200.687012
	Iteration 14Q: 3 clusters Score -5009484 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -5009624.000000 Penalty: 5200.687012
	Iteration 15Q: 3 clusters Score -5009624 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -5009712.500000 Penalty: 5200.687012
	Iteration 16Q: 3 clusters Score -5009712 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -5009788.500000 Penalty: 5200.687012
	Iteration 17Q: 3 clusters Score -5009788 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -5009864.500000 Penalty: 5200.687012
	Iteration 18Q: 3 clusters Score -5009864 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -5009948.500000 Penalty: 5200.687012
	Iteration 19Q: 3 clusters Score -5009948 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -5010033.500000 Penalty: 5200.687012
	Iteration 20F: 3 clusters Score -5010034 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -5010080.500000 Penalty: 5200.687012
	Iteration 21Q: 3 clusters Score -5010080 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -5010128.000000 Penalty: 5200.687012
	Iteration 22Q: 3 clusters Score -5010128 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -5010186.500000 Penalty: 5200.687012
	Iteration 23Q: 3 clusters Score -5010186 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -5010227.500000 Penalty: 5200.687012
	Iteration 24Q: 3 clusters Score -5010228 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -5010287.000000 Penalty: 5200.687012
	Iteration 25Q: 3 clusters Score -5010287 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -5010343.000000 Penalty: 5200.687012
	Iteration 26Q: 3 clusters Score -5010343 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -5010364.500000 Penalty: 5200.687012
	Iteration 27Q: 3 clusters Score -5010364 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -5010435.500000 Penalty: 5200.687012
	Iteration 28Q: 3 clusters Score -5010436 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -5010497.000000 Penalty: 5200.687012
	Iteration 29Q: 3 clusters Score -5010497 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -5010536.500000 Penalty: 5200.687012
	Iteration 30Q: 3 clusters Score -5010536 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -5010612.500000 Penalty: 5200.687012
	Iteration 31Q: 3 clusters Score -5010612 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -5010655.000000 Penalty: 5200.687012
	Iteration 32Q: 3 clusters Score -5010655 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -5010696.000000 Penalty: 5200.687012
	Iteration 33Q: 3 clusters Score -5010696 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -5010756.000000 Penalty: 5200.687012
	Iteration 34Q: 3 clusters Score -5010756 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -5010796.000000 Penalty: 5200.687012
	Iteration 35Q: 3 clusters Score -5010796 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -5010860.500000 Penalty: 5200.687012
	Iteration 36Q: 3 clusters Score -5010860 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -5010908.000000 Penalty: 5200.687012
	Iteration 37Q: 3 clusters Score -5010908 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -5010958.500000 Penalty: 5200.687012
	Iteration 38Q: 3 clusters Score -5010958 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -5011004.500000 Penalty: 5200.687012
	Iteration 39Q: 3 clusters Score -5011004 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -5011050.500000 Penalty: 5200.687012
	Iteration 40F: 3 clusters Score -5011050 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -5011095.000000 Penalty: 5200.687012
	Iteration 41Q: 3 clusters Score -5011095 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -5011117.000000 Penalty: 5200.687012
	Iteration 42Q: 3 clusters Score -5011117 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -5011162.500000 Penalty: 5200.687012
	Iteration 43Q: 3 clusters Score -5011162 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -5011189.000000 Penalty: 5200.687012
	Iteration 44Q: 3 clusters Score -5011189 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -5011214.000000 Penalty: 5200.687012
	Iteration 45Q: 3 clusters Score -5011214 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -5011254.500000 Penalty: 5200.687012
	Iteration 46Q: 3 clusters Score -5011254 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -5011297.500000 Penalty: 5200.687012
	Iteration 47Q: 3 clusters Score -5011298 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -5011320.000000 Penalty: 5200.687012
	Iteration 48Q: 3 clusters Score -5011320 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -5011341.000000 Penalty: 5200.687012
	Iteration 49Q: 3 clusters Score -5011341 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -5011373.000000 Penalty: 5200.687012
	Iteration 50Q: 3 clusters Score -5011373 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -5011402.500000 Penalty: 5200.687012
	Iteration 51Q: 3 clusters Score -5011402 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -5011429.500000 Penalty: 5200.687012
	Iteration 52Q: 3 clusters Score -5011430 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -5011449.000000 Penalty: 5200.687012
	Iteration 53Q: 3 clusters Score -5011449 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -5011481.000000 Penalty: 5200.687012
	Iteration 54Q: 3 clusters Score -5011481 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -5011501.500000 Penalty: 5200.687012
	Iteration 55Q: 3 clusters Score -5011502 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -5011525.500000 Penalty: 5200.687012
	Iteration 56Q: 3 clusters Score -5011526 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -5011556.000000 Penalty: 5200.687012
	Iteration 57Q: 3 clusters Score -5011556 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -5011578.500000 Penalty: 5200.687012
	Iteration 58Q: 3 clusters Score -5011578 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -5011606.500000 Penalty: 5200.687012
	Iteration 59Q: 3 clusters Score -5011606 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -5011644.000000 Penalty: 5200.687012
	Iteration 60F: 3 clusters Score -5011644 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -5011659.500000 Penalty: 5200.687012
	Iteration 61Q: 3 clusters Score -5011660 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -5011680.000000 Penalty: 5200.687012
	Iteration 62Q: 3 clusters Score -5011680 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -5011725.500000 Penalty: 5200.687012
	Iteration 63Q: 3 clusters Score -5011726 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -5011762.500000 Penalty: 5200.687012
	Iteration 64Q: 3 clusters Score -5011762 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -5011791.000000 Penalty: 5200.687012
	Iteration 65Q: 3 clusters Score -5011791 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -5011818.500000 Penalty: 5200.687012
	Iteration 66Q: 3 clusters Score -5011818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -5011825.000000 Penalty: 5200.687012
	Iteration 67Q: 3 clusters Score -5011825 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -5011836.500000 Penalty: 5200.687012
	Iteration 68Q: 3 clusters Score -5011836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -5011829.500000 Penalty: 5200.687012
	Iteration 69Q: 3 clusters Score -5011830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -5011853.500000 Penalty: 5200.687012
	Iteration 70Q: 3 clusters Score -5011854 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -5011858.000000 Penalty: 5200.687012
	Iteration 71Q: 3 clusters Score -5011858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -5011874.000000 Penalty: 5200.687012
	Iteration 72Q: 3 clusters Score -5011874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -5011870.500000 Penalty: 5200.687012
	Iteration 73Q: 3 clusters Score -5011870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -5011878.500000 Penalty: 5200.687012
	Iteration 74Q: 3 clusters Score -5011878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -5011885.000000 Penalty: 5200.687012
	Iteration 75Q: 3 clusters Score -5011885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -5011898.500000 Penalty: 5200.687012
	Iteration 76Q: 3 clusters Score -5011898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -5011895.500000 Penalty: 5200.687012
	Iteration 77Q: 3 clusters Score -5011896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -5011900.500000 Penalty: 5200.687012
	Iteration 78Q: 3 clusters Score -5011900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -5011897.500000 Penalty: 5200.687012
	Iteration 79Q: 3 clusters Score -5011898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -5011899.500000 Penalty: 5200.687012
	Iteration 80F: 3 clusters Score -5011900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -5011899.000000 Penalty: 5200.687012
	Iteration 81Q: 3 clusters Score -5011899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -5011900.500000 Penalty: 5200.687012
	Iteration 82Q: 3 clusters Score -5011900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -5011908.500000 Penalty: 5200.687012
	Iteration 83Q: 3 clusters Score -5011908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -5011902.500000 Penalty: 5200.687012
	Iteration 84Q: 3 clusters Score -5011902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -5011912.000000 Penalty: 5200.687012
	Iteration 85Q: 3 clusters Score -5011912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -5011912.500000 Penalty: 5200.687012
	Iteration 86Q: 3 clusters Score -5011912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -5011905.000000 Penalty: 5200.687012
	Iteration 87Q: 3 clusters Score -5011905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -5011911.000000 Penalty: 5200.687012
	Iteration 88Q: 3 clusters Score -5011911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -5011916.000000 Penalty: 5200.687012
	Iteration 89Q: 3 clusters Score -5011916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -5011914.500000 Penalty: 5200.687012
	Iteration 90Q: 3 clusters Score -5011914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -5011919.000000 Penalty: 5200.687012
	Iteration 91Q: 3 clusters Score -5011919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -5011921.000000 Penalty: 5200.687012
	Iteration 92Q: 3 clusters Score -5011921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -5011920.000000 Penalty: 5200.687012
	Iteration 93Q: 3 clusters Score -5011920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -5011920.000000 Penalty: 5200.687012
	Iteration 94F: 3 clusters Score -5011920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49954 members 
Entering Unmasked Estep 
Score: -6966928.000000 Penalty: 2683.076904
	Iteration 0F: 2 clusters Score -6966928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -6933297.000000 Penalty: 5366.153809
	Iteration 0F: 3 clusters Score -6933297 nChanged 23007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -6946137.000000 Penalty: 5366.153809
	Iteration 1F: 3 clusters Score -6946137 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -6946754.000000 Penalty: 5366.153809
	Iteration 2Q: 3 clusters Score -6946754 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -6947440.000000 Penalty: 5366.153809
	Iteration 3Q: 3 clusters Score -6947440 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -6948133.500000 Penalty: 5366.153809
	Iteration 4Q: 3 clusters Score -6948134 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -6949043.000000 Penalty: 5366.153809
	Iteration 5Q: 3 clusters Score -6949043 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -6950152.500000 Penalty: 5366.153809
	Iteration 6Q: 3 clusters Score -6950152 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -6951424.000000 Penalty: 5366.153809
	Iteration 7Q: 3 clusters Score -6951424 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -6953037.000000 Penalty: 5366.153809
	Iteration 8F: 3 clusters Score -6953037 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -6954914.500000 Penalty: 5366.153809
	Iteration 9F: 3 clusters Score -6954914 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -6956645.500000 Penalty: 5366.153809
	Iteration 10F: 3 clusters Score -6956646 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -6957809.000000 Penalty: 5366.153809
	Iteration 11Q: 3 clusters Score -6957809 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -6958493.000000 Penalty: 5366.153809
	Iteration 12Q: 3 clusters Score -6958493 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -6958818.500000 Penalty: 5366.153809
	Iteration 13Q: 3 clusters Score -6958818 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -6959001.000000 Penalty: 5366.153809
	Iteration 14Q: 3 clusters Score -6959001 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -6959153.000000 Penalty: 5366.153809
	Iteration 15Q: 3 clusters Score -6959153 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -6959304.000000 Penalty: 5366.153809
	Iteration 16Q: 3 clusters Score -6959304 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -6959491.500000 Penalty: 5366.153809
	Iteration 17Q: 3 clusters Score -6959492 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -6959685.000000 Penalty: 5366.153809
	Iteration 18Q: 3 clusters Score -6959685 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -6959898.500000 Penalty: 5366.153809
	Iteration 19Q: 3 clusters Score -6959898 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -6960088.000000 Penalty: 5366.153809
	Iteration 20F: 3 clusters Score -6960088 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -6960297.000000 Penalty: 5366.153809
	Iteration 21Q: 3 clusters Score -6960297 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -6960546.000000 Penalty: 5366.153809
	Iteration 22Q: 3 clusters Score -6960546 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -6960816.000000 Penalty: 5366.153809
	Iteration 23Q: 3 clusters Score -6960816 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -6961124.000000 Penalty: 5366.153809
	Iteration 24Q: 3 clusters Score -6961124 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -6961433.000000 Penalty: 5366.153809
	Iteration 25Q: 3 clusters Score -6961433 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -6961805.000000 Penalty: 5366.153809
	Iteration 26Q: 3 clusters Score -6961805 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -6962122.500000 Penalty: 5366.153809
	Iteration 27Q: 3 clusters Score -6962122 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -6962426.500000 Penalty: 5366.153809
	Iteration 28Q: 3 clusters Score -6962426 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -6962730.000000 Penalty: 5366.153809
	Iteration 29Q: 3 clusters Score -6962730 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -6963027.000000 Penalty: 5366.153809
	Iteration 30Q: 3 clusters Score -6963027 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -6963251.000000 Penalty: 5366.153809
	Iteration 31Q: 3 clusters Score -6963251 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -6963464.000000 Penalty: 5366.153809
	Iteration 32Q: 3 clusters Score -6963464 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -6963622.000000 Penalty: 5366.153809
	Iteration 33Q: 3 clusters Score -6963622 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -6963776.500000 Penalty: 5366.153809
	Iteration 34Q: 3 clusters Score -6963776 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -6963901.000000 Penalty: 5366.153809
	Iteration 35Q: 3 clusters Score -6963901 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -6964016.000000 Penalty: 5366.153809
	Iteration 36Q: 3 clusters Score -6964016 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -6964129.000000 Penalty: 5366.153809
	Iteration 37Q: 3 clusters Score -6964129 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -6964208.500000 Penalty: 5366.153809
	Iteration 38Q: 3 clusters Score -6964208 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -6964271.000000 Penalty: 5366.153809
	Iteration 39Q: 3 clusters Score -6964271 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 47948 members 
Entering Unmasked Estep 
Score: -6964313.500000 Penalty: 5366.153809
	Iteration 40F: 3 clusters Score -6964314 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -6964368.000000 Penalty: 5366.153809
	Iteration 41Q: 3 clusters Score -6964368 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -6964393.500000 Penalty: 5366.153809
	Iteration 42Q: 3 clusters Score -6964394 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -6964426.000000 Penalty: 5366.153809
	Iteration 43Q: 3 clusters Score -6964426 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -6964464.000000 Penalty: 5366.153809
	Iteration 44Q: 3 clusters Score -6964464 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -6964498.000000 Penalty: 5366.153809
	Iteration 45Q: 3 clusters Score -6964498 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -6964506.000000 Penalty: 5366.153809
	Iteration 46Q: 3 clusters Score -6964506 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -6964513.000000 Penalty: 5366.153809
	Iteration 47Q: 3 clusters Score -6964513 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -6964541.500000 Penalty: 5366.153809
	Iteration 48Q: 3 clusters Score -6964542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -6964544.500000 Penalty: 5366.153809
	Iteration 49Q: 3 clusters Score -6964544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
Score: -6964564.000000 Penalty: 5366.153809
	Iteration 50Q: 3 clusters Score -6964564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -6964574.500000 Penalty: 5366.153809
	Iteration 51Q: 3 clusters Score -6964574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -6964566.500000 Penalty: 5366.153809
	Iteration 52Q: 3 clusters Score -6964566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -6964581.500000 Penalty: 5366.153809
	Iteration 53Q: 3 clusters Score -6964582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -6964582.000000 Penalty: 5366.153809
	Iteration 54Q: 3 clusters Score -6964582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -6964600.000000 Penalty: 5366.153809
	Iteration 55Q: 3 clusters Score -6964600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -6964607.000000 Penalty: 5366.153809
	Iteration 56Q: 3 clusters Score -6964607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -6964614.500000 Penalty: 5366.153809
	Iteration 57Q: 3 clusters Score -6964614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -6964619.500000 Penalty: 5366.153809
	Iteration 58Q: 3 clusters Score -6964620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -6964627.500000 Penalty: 5366.153809
	Iteration 59Q: 3 clusters Score -6964628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -6964632.500000 Penalty: 5366.153809
	Iteration 60F: 3 clusters Score -6964632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -6964646.500000 Penalty: 5366.153809
	Iteration 61Q: 3 clusters Score -6964646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -6964644.000000 Penalty: 5366.153809
	Iteration 62Q: 3 clusters Score -6964644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -6964644.500000 Penalty: 5366.153809
	Iteration 63Q: 3 clusters Score -6964644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 48877 members 
Entering Unmasked Estep 
Score: -6964646.000000 Penalty: 5366.153809
	Iteration 64Q: 3 clusters Score -6964646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 48883 members 
Entering Unmasked Estep 
Score: -6964648.000000 Penalty: 5366.153809
	Iteration 65Q: 3 clusters Score -6964648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 48889 members 
Entering Unmasked Estep 
Score: -6964649.000000 Penalty: 5366.153809
	Iteration 66Q: 3 clusters Score -6964649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -6964653.000000 Penalty: 5366.153809
	Iteration 67Q: 3 clusters Score -6964653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -6964648.000000 Penalty: 5366.153809
	Iteration 68Q: 3 clusters Score -6964648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -6964646.500000 Penalty: 5366.153809
	Iteration 69Q: 3 clusters Score -6964646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -6964643.500000 Penalty: 5366.153809
	Iteration 70Q: 3 clusters Score -6964644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -6964655.500000 Penalty: 5366.153809
	Iteration 71Q: 3 clusters Score -6964656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -6964650.500000 Penalty: 5366.153809
	Iteration 72Q: 3 clusters Score -6964650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -6964651.500000 Penalty: 5366.153809
	Iteration 73Q: 3 clusters Score -6964652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -6964651.000000 Penalty: 5366.153809
	Iteration 74Q: 3 clusters Score -6964651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -6964660.000000 Penalty: 5366.153809
	Iteration 75Q: 3 clusters Score -6964660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -6964669.000000 Penalty: 5366.153809
	Iteration 76Q: 3 clusters Score -6964669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 48956 members 
Entering Unmasked Estep 
Score: -6964663.500000 Penalty: 5366.153809
	Iteration 77Q: 3 clusters Score -6964664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 48957 members 
Entering Unmasked Estep 
Score: -6964657.000000 Penalty: 5366.153809
	Iteration 78Q: 3 clusters Score -6964657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 48958 members 
Entering Unmasked Estep 
Score: -6964662.000000 Penalty: 5366.153809
	Iteration 79Q: 3 clusters Score -6964662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -6964665.500000 Penalty: 5366.153809
	Iteration 80F: 3 clusters Score -6964666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -6964662.500000 Penalty: 5366.153809
	Iteration 81Q: 3 clusters Score -6964662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -6964668.000000 Penalty: 5366.153809
	Iteration 82Q: 3 clusters Score -6964668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -6964668.000000 Penalty: 5366.153809
	Iteration 83F: 3 clusters Score -6964668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53702 members 
Entering Unmasked Estep 
Score: -7532962.500000 Penalty: 2701.019043
	Iteration 0F: 2 clusters Score -7532962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -7497014.500000 Penalty: 5402.038086
	Iteration 0F: 3 clusters Score -7497014 nChanged 24818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -7510748.000000 Penalty: 5402.038086
	Iteration 1F: 3 clusters Score -7510748 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -7511374.500000 Penalty: 5402.038086
	Iteration 2Q: 3 clusters Score -7511374 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -7512010.500000 Penalty: 5402.038086
	Iteration 3Q: 3 clusters Score -7512010 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -7512740.000000 Penalty: 5402.038086
	Iteration 4Q: 3 clusters Score -7512740 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -7513500.000000 Penalty: 5402.038086
	Iteration 5Q: 3 clusters Score -7513500 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -7514556.500000 Penalty: 5402.038086
	Iteration 6Q: 3 clusters Score -7514556 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -7516007.000000 Penalty: 5402.038086
	Iteration 7Q: 3 clusters Score -7516007 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -7517639.500000 Penalty: 5402.038086
	Iteration 8Q: 3 clusters Score -7517640 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -7519503.000000 Penalty: 5402.038086
	Iteration 9F: 3 clusters Score -7519503 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -7521268.500000 Penalty: 5402.038086
	Iteration 10F: 3 clusters Score -7521268 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -7522853.000000 Penalty: 5402.038086
	Iteration 11Q: 3 clusters Score -7522853 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -7524147.500000 Penalty: 5402.038086
	Iteration 12Q: 3 clusters Score -7524148 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -7525123.000000 Penalty: 5402.038086
	Iteration 13Q: 3 clusters Score -7525123 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -7525893.500000 Penalty: 5402.038086
	Iteration 14Q: 3 clusters Score -7525894 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -7526407.500000 Penalty: 5402.038086
	Iteration 15Q: 3 clusters Score -7526408 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -7526848.500000 Penalty: 5402.038086
	Iteration 16Q: 3 clusters Score -7526848 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -7527247.000000 Penalty: 5402.038086
	Iteration 17Q: 3 clusters Score -7527247 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -7527614.000000 Penalty: 5402.038086
	Iteration 18Q: 3 clusters Score -7527614 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -7527932.000000 Penalty: 5402.038086
	Iteration 19Q: 3 clusters Score -7527932 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -7528205.000000 Penalty: 5402.038086
	Iteration 20F: 3 clusters Score -7528205 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -7528475.500000 Penalty: 5402.038086
	Iteration 21Q: 3 clusters Score -7528476 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -7528682.500000 Penalty: 5402.038086
	Iteration 22Q: 3 clusters Score -7528682 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -7528883.500000 Penalty: 5402.038086
	Iteration 23Q: 3 clusters Score -7528884 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49516 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -7529096.500000 Penalty: 5402.038086
	Iteration 24Q: 3 clusters Score -7529096 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49968 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -7529298.500000 Penalty: 5402.038086
	Iteration 25Q: 3 clusters Score -7529298 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50358 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -7529479.500000 Penalty: 5402.038086
	Iteration 26Q: 3 clusters Score -7529480 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -7529618.500000 Penalty: 5402.038086
	Iteration 27Q: 3 clusters Score -7529618 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -7529746.000000 Penalty: 5402.038086
	Iteration 28Q: 3 clusters Score -7529746 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51358 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -7529894.000000 Penalty: 5402.038086
	Iteration 29Q: 3 clusters Score -7529894 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -7529996.000000 Penalty: 5402.038086
	Iteration 30Q: 3 clusters Score -7529996 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -7530107.000000 Penalty: 5402.038086
	Iteration 31Q: 3 clusters Score -7530107 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -7530220.000000 Penalty: 5402.038086
	Iteration 32Q: 3 clusters Score -7530220 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52178 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -7530282.000000 Penalty: 5402.038086
	Iteration 33Q: 3 clusters Score -7530282 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7530361.000000 Penalty: 5402.038086
	Iteration 34Q: 3 clusters Score -7530361 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -7530409.500000 Penalty: 5402.038086
	Iteration 35Q: 3 clusters Score -7530410 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7530472.500000 Penalty: 5402.038086
	Iteration 36Q: 3 clusters Score -7530472 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7530511.000000 Penalty: 5402.038086
	Iteration 37Q: 3 clusters Score -7530511 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52658 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7530545.500000 Penalty: 5402.038086
	Iteration 38Q: 3 clusters Score -7530546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7530564.000000 Penalty: 5402.038086
	Iteration 39Q: 3 clusters Score -7530564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52750 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7530597.000000 Penalty: 5402.038086
	Iteration 40F: 3 clusters Score -7530597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52783 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7530614.000000 Penalty: 5402.038086
	Iteration 41Q: 3 clusters Score -7530614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7530622.000000 Penalty: 5402.038086
	Iteration 42Q: 3 clusters Score -7530622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7530640.500000 Penalty: 5402.038086
	Iteration 43Q: 3 clusters Score -7530640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7530664.500000 Penalty: 5402.038086
	Iteration 44Q: 3 clusters Score -7530664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52869 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7530667.000000 Penalty: 5402.038086
	Iteration 45Q: 3 clusters Score -7530667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7530674.000000 Penalty: 5402.038086
	Iteration 46Q: 3 clusters Score -7530674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52910 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7530695.500000 Penalty: 5402.038086
	Iteration 47Q: 3 clusters Score -7530696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7530700.500000 Penalty: 5402.038086
	Iteration 48Q: 3 clusters Score -7530700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7530705.000000 Penalty: 5402.038086
	Iteration 49Q: 3 clusters Score -7530705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52954 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7530716.500000 Penalty: 5402.038086
	Iteration 50Q: 3 clusters Score -7530716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52965 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7530722.500000 Penalty: 5402.038086
	Iteration 51Q: 3 clusters Score -7530722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -7530734.500000 Penalty: 5402.038086
	Iteration 52Q: 3 clusters Score -7530734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7530746.500000 Penalty: 5402.038086
	Iteration 53Q: 3 clusters Score -7530746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52996 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7530752.000000 Penalty: 5402.038086
	Iteration 54Q: 3 clusters Score -7530752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -7530748.500000 Penalty: 5402.038086
	Iteration 55Q: 3 clusters Score -7530748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7530750.000000 Penalty: 5402.038086
	Iteration 56Q: 3 clusters Score -7530750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7530755.500000 Penalty: 5402.038086
	Iteration 57Q: 3 clusters Score -7530756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53014 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7530756.500000 Penalty: 5402.038086
	Iteration 58Q: 3 clusters Score -7530756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7530758.000000 Penalty: 5402.038086
	Iteration 59Q: 3 clusters Score -7530758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7530755.500000 Penalty: 5402.038086
	Iteration 60F: 3 clusters Score -7530756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Entering Unmasked Estep 
Score: -733958.500000 Penalty: 2133.043701
	Iteration 0F: 2 clusters Score -733958.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -729157.937500 Penalty: 4266.087402
	Iteration 0F: 3 clusters Score -729157.9 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -730344.937500 Penalty: 4266.087402
	Iteration 1F: 3 clusters Score -730344.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -730641.812500 Penalty: 4266.087402
	Iteration 2F: 3 clusters Score -730641.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -730825.562500 Penalty: 4266.087402
	Iteration 3F: 3 clusters Score -730825.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -730973.625000 Penalty: 4266.087402
	Iteration 4Q: 3 clusters Score -730973.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -731129.750000 Penalty: 4266.087402
	Iteration 5Q: 3 clusters Score -731129.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -731303.437500 Penalty: 4266.087402
	Iteration 6Q: 3 clusters Score -731303.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -731505.062500 Penalty: 4266.087402
	Iteration 7Q: 3 clusters Score -731505.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -731677.687500 Penalty: 4266.087402
	Iteration 8Q: 3 clusters Score -731677.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -731836.250000 Penalty: 4266.087402
	Iteration 9Q: 3 clusters Score -731836.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -731998.812500 Penalty: 4266.087402
	Iteration 10Q: 3 clusters Score -731998.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -732119.312500 Penalty: 4266.087402
	Iteration 11Q: 3 clusters Score -732119.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -732204.687500 Penalty: 4266.087402
	Iteration 12Q: 3 clusters Score -732204.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -732275.625000 Penalty: 4266.087402
	Iteration 13Q: 3 clusters Score -732275.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -732323.500000 Penalty: 4266.087402
	Iteration 14Q: 3 clusters Score -732323.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -732351.187500 Penalty: 4266.087402
	Iteration 15Q: 3 clusters Score -732351.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -732373.125000 Penalty: 4266.087402
	Iteration 16Q: 3 clusters Score -732373.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -732394.750000 Penalty: 4266.087402
	Iteration 17Q: 3 clusters Score -732394.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -732409.687500 Penalty: 4266.087402
	Iteration 18Q: 3 clusters Score -732409.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -732422.937500 Penalty: 4266.087402
	Iteration 19Q: 3 clusters Score -732422.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -732429.750000 Penalty: 4266.087402
	Iteration 20F: 3 clusters Score -732429.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -732439.062500 Penalty: 4266.087402
	Iteration 21Q: 3 clusters Score -732439.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -732450.562500 Penalty: 4266.087402
	Iteration 22Q: 3 clusters Score -732450.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -732462.437500 Penalty: 4266.087402
	Iteration 23Q: 3 clusters Score -732462.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -732469.125000 Penalty: 4266.087402
	Iteration 24Q: 3 clusters Score -732469.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -732479.500000 Penalty: 4266.087402
	Iteration 25Q: 3 clusters Score -732479.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -732495.000000 Penalty: 4266.087402
	Iteration 26Q: 3 clusters Score -732495 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -732507.375000 Penalty: 4266.087402
	Iteration 27Q: 3 clusters Score -732507.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -732521.500000 Penalty: 4266.087402
	Iteration 28Q: 3 clusters Score -732521.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -732538.437500 Penalty: 4266.087402
	Iteration 29Q: 3 clusters Score -732538.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -732562.125000 Penalty: 4266.087402
	Iteration 30Q: 3 clusters Score -732562.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -732592.812500 Penalty: 4266.087402
	Iteration 31Q: 3 clusters Score -732592.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -732624.750000 Penalty: 4266.087402
	Iteration 32Q: 3 clusters Score -732624.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -732656.875000 Penalty: 4266.087402
	Iteration 33Q: 3 clusters Score -732656.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -732680.750000 Penalty: 4266.087402
	Iteration 34Q: 3 clusters Score -732680.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -732704.562500 Penalty: 4266.087402
	Iteration 35Q: 3 clusters Score -732704.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -732741.312500 Penalty: 4266.087402
	Iteration 36Q: 3 clusters Score -732741.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -732776.687500 Penalty: 4266.087402
	Iteration 37Q: 3 clusters Score -732776.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -732817.875000 Penalty: 4266.087402
	Iteration 38Q: 3 clusters Score -732817.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -732844.125000 Penalty: 4266.087402
	Iteration 39Q: 3 clusters Score -732844.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -732859.687500 Penalty: 4266.087402
	Iteration 40F: 3 clusters Score -732859.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -732875.187500 Penalty: 4266.087402
	Iteration 41Q: 3 clusters Score -732875.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -732889.312500 Penalty: 4266.087402
	Iteration 42Q: 3 clusters Score -732889.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -732906.437500 Penalty: 4266.087402
	Iteration 43Q: 3 clusters Score -732906.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -732924.125000 Penalty: 4266.087402
	Iteration 44Q: 3 clusters Score -732924.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -732943.687500 Penalty: 4266.087402
	Iteration 45Q: 3 clusters Score -732943.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -732963.125000 Penalty: 4266.087402
	Iteration 46Q: 3 clusters Score -732963.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -732993.812500 Penalty: 4266.087402
	Iteration 47Q: 3 clusters Score -732993.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -733079.875000 Penalty: 4266.087402
	Iteration 48Q: 3 clusters Score -733079.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -733302.562500 Penalty: 4266.087402
	Iteration 49Q: 3 clusters Score -733302.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -733626.625000 Penalty: 4266.087402
	Iteration 50Q: 3 clusters Score -733626.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -733784.812500 Penalty: 4266.087402
	Iteration 51Q: 3 clusters Score -733784.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -733814.812500 Penalty: 4266.087402
	Iteration 52Q: 3 clusters Score -733814.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -733821.312500 Penalty: 4266.087402
	Iteration 53Q: 3 clusters Score -733821.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -733827.062500 Penalty: 4266.087402
	Iteration 54Q: 3 clusters Score -733827.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -733830.062500 Penalty: 4266.087402
	Iteration 55Q: 3 clusters Score -733830.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -733830.125000 Penalty: 4266.087402
	Iteration 56Q: 3 clusters Score -733830.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -733831.875000 Penalty: 4266.087402
	Iteration 57Q: 3 clusters Score -733831.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -733831.875000 Penalty: 4266.087402
	Iteration 58F: 3 clusters Score -733831.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Entering Unmasked Estep 
Score: -1893514.375000 Penalty: 2364.489990
	Iteration 0F: 2 clusters Score -1893514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1883335.125000 Penalty: 4728.979980
	Iteration 0F: 3 clusters Score -1883335 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1886627.750000 Penalty: 4728.979980
	Iteration 1F: 3 clusters Score -1886628 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1887248.625000 Penalty: 4728.979980
	Iteration 2F: 3 clusters Score -1887249 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1888184.750000 Penalty: 4728.979980
	Iteration 3F: 3 clusters Score -1888185 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1889246.750000 Penalty: 4728.979980
	Iteration 4F: 3 clusters Score -1889247 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1890314.250000 Penalty: 4728.979980
	Iteration 5F: 3 clusters Score -1890314 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1891133.375000 Penalty: 4728.979980
	Iteration 6F: 3 clusters Score -1891133 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1891735.500000 Penalty: 4728.979980
	Iteration 7F: 3 clusters Score -1891736 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1892103.625000 Penalty: 4728.979980
	Iteration 8Q: 3 clusters Score -1892104 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1892352.875000 Penalty: 4728.979980
	Iteration 9Q: 3 clusters Score -1892353 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1892573.375000 Penalty: 4728.979980
	Iteration 10Q: 3 clusters Score -1892573 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1892783.875000 Penalty: 4728.979980
	Iteration 11Q: 3 clusters Score -1892784 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1892949.250000 Penalty: 4728.979980
	Iteration 12Q: 3 clusters Score -1892949 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1893055.250000 Penalty: 4728.979980
	Iteration 13Q: 3 clusters Score -1893055 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1893149.250000 Penalty: 4728.979980
	Iteration 14Q: 3 clusters Score -1893149 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1893227.000000 Penalty: 4728.979980
	Iteration 15Q: 3 clusters Score -1893227 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1893322.500000 Penalty: 4728.979980
	Iteration 16Q: 3 clusters Score -1893322 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1893375.625000 Penalty: 4728.979980
	Iteration 17Q: 3 clusters Score -1893376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1893398.250000 Penalty: 4728.979980
	Iteration 18Q: 3 clusters Score -1893398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1893402.625000 Penalty: 4728.979980
	Iteration 19Q: 3 clusters Score -1893403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1893403.625000 Penalty: 4728.979980
	Iteration 20F: 3 clusters Score -1893404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1893408.375000 Penalty: 4728.979980
	Iteration 21Q: 3 clusters Score -1893408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1893410.000000 Penalty: 4728.979980
	Iteration 22Q: 3 clusters Score -1893410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1893412.250000 Penalty: 4728.979980
	Iteration 23Q: 3 clusters Score -1893412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1893410.125000 Penalty: 4728.979980
	Iteration 24Q: 3 clusters Score -1893410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1893409.750000 Penalty: 4728.979980
	Iteration 25Q: 3 clusters Score -1893410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1893414.375000 Penalty: 4728.979980
	Iteration 26Q: 3 clusters Score -1893414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1893417.750000 Penalty: 4728.979980
	Iteration 27Q: 3 clusters Score -1893418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1893418.625000 Penalty: 4728.979980
	Iteration 28Q: 3 clusters Score -1893419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1893416.125000 Penalty: 4728.979980
	Iteration 29Q: 3 clusters Score -1893416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1893416.125000 Penalty: 4728.979980
	Iteration 30F: 3 clusters Score -1893416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Entering Unmasked Estep 
Score: -4867661.000000 Penalty: 2600.447266
	Iteration 0F: 2 clusters Score -4867661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -4843417.000000 Penalty: 5200.894531
	Iteration 0F: 3 clusters Score -4843417 nChanged 16289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -4852368.000000 Penalty: 5200.894531
	Iteration 1F: 3 clusters Score -4852368 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -4853028.500000 Penalty: 5200.894531
	Iteration 2Q: 3 clusters Score -4853028 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -4853862.500000 Penalty: 5200.894531
	Iteration 3F: 3 clusters Score -4853862 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -4855160.000000 Penalty: 5200.894531
	Iteration 4F: 3 clusters Score -4855160 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -4856963.000000 Penalty: 5200.894531
	Iteration 5F: 3 clusters Score -4856963 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -4859171.500000 Penalty: 5200.894531
	Iteration 6F: 3 clusters Score -4859172 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -4861169.500000 Penalty: 5200.894531
	Iteration 7F: 3 clusters Score -4861170 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -4862743.500000 Penalty: 5200.894531
	Iteration 8F: 3 clusters Score -4862744 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -4863897.000000 Penalty: 5200.894531
	Iteration 9Q: 3 clusters Score -4863897 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -4864635.000000 Penalty: 5200.894531
	Iteration 10Q: 3 clusters Score -4864635 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -4865251.500000 Penalty: 5200.894531
	Iteration 11Q: 3 clusters Score -4865252 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -4865609.500000 Penalty: 5200.894531
	Iteration 12Q: 3 clusters Score -4865610 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -4865903.000000 Penalty: 5200.894531
	Iteration 13Q: 3 clusters Score -4865903 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -4866077.000000 Penalty: 5200.894531
	Iteration 14Q: 3 clusters Score -4866077 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -4866170.500000 Penalty: 5200.894531
	Iteration 15Q: 3 clusters Score -4866170 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -4866236.000000 Penalty: 5200.894531
	Iteration 16Q: 3 clusters Score -4866236 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -4866275.500000 Penalty: 5200.894531
	Iteration 17Q: 3 clusters Score -4866276 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -4866303.000000 Penalty: 5200.894531
	Iteration 18Q: 3 clusters Score -4866303 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -4866315.500000 Penalty: 5200.894531
	Iteration 19Q: 3 clusters Score -4866316 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -4866313.500000 Penalty: 5200.894531
	Iteration 20F: 3 clusters Score -4866314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -4866330.500000 Penalty: 5200.894531
	Iteration 21Q: 3 clusters Score -4866330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -4866322.500000 Penalty: 5200.894531
	Iteration 22Q: 3 clusters Score -4866322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -4866324.000000 Penalty: 5200.894531
	Iteration 23Q: 3 clusters Score -4866324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -4866328.500000 Penalty: 5200.894531
	Iteration 24Q: 3 clusters Score -4866328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -4866331.000000 Penalty: 5200.894531
	Iteration 25Q: 3 clusters Score -4866331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -4866331.000000 Penalty: 5200.894531
	Iteration 26Q: 3 clusters Score -4866331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -4866324.000000 Penalty: 5200.894531
	Iteration 27Q: 3 clusters Score -4866324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -4866326.500000 Penalty: 5200.894531
	Iteration 28Q: 3 clusters Score -4866326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -4866332.000000 Penalty: 5200.894531
	Iteration 29Q: 3 clusters Score -4866332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -4866326.500000 Penalty: 5200.894531
	Iteration 30Q: 3 clusters Score -4866326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -4866323.000000 Penalty: 5200.894531
	Iteration 31Q: 3 clusters Score -4866323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -4866322.000000 Penalty: 5200.894531
	Iteration 32Q: 3 clusters Score -4866322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -4866318.000000 Penalty: 5200.894531
	Iteration 33Q: 3 clusters Score -4866318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -4866316.500000 Penalty: 5200.894531
	Iteration 34Q: 3 clusters Score -4866316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -4866321.500000 Penalty: 5200.894531
	Iteration 35Q: 3 clusters Score -4866322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -4866324.000000 Penalty: 5200.894531
	Iteration 36Q: 3 clusters Score -4866324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -4866319.500000 Penalty: 5200.894531
	Iteration 37Q: 3 clusters Score -4866320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -4866320.000000 Penalty: 5200.894531
	Iteration 38Q: 3 clusters Score -4866320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -4866323.000000 Penalty: 5200.894531
	Iteration 39Q: 3 clusters Score -4866323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -4866326.000000 Penalty: 5200.894531
	Iteration 40F: 3 clusters Score -4866326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -4866328.000000 Penalty: 5200.894531
	Iteration 41Q: 3 clusters Score -4866328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -4866325.000000 Penalty: 5200.894531
	Iteration 42Q: 3 clusters Score -4866325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -4866325.000000 Penalty: 5200.894531
	Iteration 43F: 3 clusters Score -4866325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Entering Unmasked Estep 
Score: -2211010.250000 Penalty: 2401.777100
	Iteration 0F: 2 clusters Score -2211010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2199474.750000 Penalty: 4803.554199
	Iteration 0F: 3 clusters Score -2199475 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2203151.000000 Penalty: 4803.554199
	Iteration 1F: 3 clusters Score -2203151 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2203563.000000 Penalty: 4803.554199
	Iteration 2F: 3 clusters Score -2203563 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2203887.750000 Penalty: 4803.554199
	Iteration 3F: 3 clusters Score -2203888 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2204196.750000 Penalty: 4803.554199
	Iteration 4Q: 3 clusters Score -2204197 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2204482.750000 Penalty: 4803.554199
	Iteration 5Q: 3 clusters Score -2204483 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2204790.500000 Penalty: 4803.554199
	Iteration 6Q: 3 clusters Score -2204790 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2205193.500000 Penalty: 4803.554199
	Iteration 7Q: 3 clusters Score -2205194 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2205731.250000 Penalty: 4803.554199
	Iteration 8Q: 3 clusters Score -2205731 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2206377.750000 Penalty: 4803.554199
	Iteration 9F: 3 clusters Score -2206378 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2207063.500000 Penalty: 4803.554199
	Iteration 10F: 3 clusters Score -2207064 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -2207655.250000 Penalty: 4803.554199
	Iteration 11Q: 3 clusters Score -2207655 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2208099.750000 Penalty: 4803.554199
	Iteration 12Q: 3 clusters Score -2208100 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2208398.500000 Penalty: 4803.554199
	Iteration 13Q: 3 clusters Score -2208398 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -2208611.000000 Penalty: 4803.554199
	Iteration 14Q: 3 clusters Score -2208611 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2208783.000000 Penalty: 4803.554199
	Iteration 15Q: 3 clusters Score -2208783 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2208905.000000 Penalty: 4803.554199
	Iteration 16Q: 3 clusters Score -2208905 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2208977.500000 Penalty: 4803.554199
	Iteration 17Q: 3 clusters Score -2208978 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2209031.250000 Penalty: 4803.554199
	Iteration 18Q: 3 clusters Score -2209031 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2209078.750000 Penalty: 4803.554199
	Iteration 19Q: 3 clusters Score -2209079 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2209111.250000 Penalty: 4803.554199
	Iteration 20F: 3 clusters Score -2209111 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2209140.250000 Penalty: 4803.554199
	Iteration 21Q: 3 clusters Score -2209140 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2209165.500000 Penalty: 4803.554199
	Iteration 22Q: 3 clusters Score -2209166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2209188.500000 Penalty: 4803.554199
	Iteration 23Q: 3 clusters Score -2209188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2209204.500000 Penalty: 4803.554199
	Iteration 24Q: 3 clusters Score -2209204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2209210.500000 Penalty: 4803.554199
	Iteration 25Q: 3 clusters Score -2209210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2209222.500000 Penalty: 4803.554199
	Iteration 26Q: 3 clusters Score -2209222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2209225.500000 Penalty: 4803.554199
	Iteration 27Q: 3 clusters Score -2209226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2209229.750000 Penalty: 4803.554199
	Iteration 28Q: 3 clusters Score -2209230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2209229.750000 Penalty: 4803.554199
	Iteration 29Q: 3 clusters Score -2209230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2209235.500000 Penalty: 4803.554199
	Iteration 30Q: 3 clusters Score -2209236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2209241.000000 Penalty: 4803.554199
	Iteration 31Q: 3 clusters Score -2209241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2209245.250000 Penalty: 4803.554199
	Iteration 32Q: 3 clusters Score -2209245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2209245.000000 Penalty: 4803.554199
	Iteration 33Q: 3 clusters Score -2209245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2209243.500000 Penalty: 4803.554199
	Iteration 34Q: 3 clusters Score -2209244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2209245.250000 Penalty: 4803.554199
	Iteration 35Q: 3 clusters Score -2209245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2209245.000000 Penalty: 4803.554199
	Iteration 36Q: 3 clusters Score -2209245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2209247.750000 Penalty: 4803.554199
	Iteration 37Q: 3 clusters Score -2209248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2209248.000000 Penalty: 4803.554199
	Iteration 38Q: 3 clusters Score -2209248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2209250.750000 Penalty: 4803.554199
	Iteration 39Q: 3 clusters Score -2209251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2209253.750000 Penalty: 4803.554199
	Iteration 40F: 3 clusters Score -2209254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2209253.250000 Penalty: 4803.554199
	Iteration 41Q: 3 clusters Score -2209253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2209256.750000 Penalty: 4803.554199
	Iteration 42Q: 3 clusters Score -2209257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2209256.000000 Penalty: 4803.554199
	Iteration 43Q: 3 clusters Score -2209256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2209259.500000 Penalty: 4803.554199
	Iteration 44Q: 3 clusters Score -2209260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2209259.500000 Penalty: 4803.554199
	Iteration 45Q: 3 clusters Score -2209260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2209261.500000 Penalty: 4803.554199
	Iteration 46Q: 3 clusters Score -2209262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2209268.000000 Penalty: 4803.554199
	Iteration 47Q: 3 clusters Score -2209268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2209267.750000 Penalty: 4803.554199
	Iteration 48Q: 3 clusters Score -2209268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2209267.750000 Penalty: 4803.554199
	Iteration 49Q: 3 clusters Score -2209268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2209270.750000 Penalty: 4803.554199
	Iteration 50Q: 3 clusters Score -2209271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2209270.250000 Penalty: 4803.554199
	Iteration 51Q: 3 clusters Score -2209270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2209271.750000 Penalty: 4803.554199
	Iteration 52Q: 3 clusters Score -2209272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2209270.250000 Penalty: 4803.554199
	Iteration 53Q: 3 clusters Score -2209270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2209269.000000 Penalty: 4803.554199
	Iteration 54Q: 3 clusters Score -2209269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2209269.250000 Penalty: 4803.554199
	Iteration 55Q: 3 clusters Score -2209269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2209270.750000 Penalty: 4803.554199
	Iteration 56Q: 3 clusters Score -2209271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2209270.500000 Penalty: 4803.554199
	Iteration 57Q: 3 clusters Score -2209270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2209271.750000 Penalty: 4803.554199
	Iteration 58Q: 3 clusters Score -2209272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2209271.750000 Penalty: 4803.554199
	Iteration 59F: 3 clusters Score -2209272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Entering Unmasked Estep 
Score: -3549511.750000 Penalty: 2532.266357
	Iteration 0F: 2 clusters Score -3549512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -3530821.500000 Penalty: 5064.532715
	Iteration 0F: 3 clusters Score -3530822 nChanged 12241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -3537815.500000 Penalty: 5064.532715
	Iteration 1F: 3 clusters Score -3537816 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -3538538.000000 Penalty: 5064.532715
	Iteration 2F: 3 clusters Score -3538538 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3539247.750000 Penalty: 5064.532715
	Iteration 3F: 3 clusters Score -3539248 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -3539870.750000 Penalty: 5064.532715
	Iteration 4F: 3 clusters Score -3539871 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -3540529.250000 Penalty: 5064.532715
	Iteration 5F: 3 clusters Score -3540529 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -3541168.500000 Penalty: 5064.532715
	Iteration 6Q: 3 clusters Score -3541168 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -3541784.250000 Penalty: 5064.532715
	Iteration 7Q: 3 clusters Score -3541784 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -3542405.750000 Penalty: 5064.532715
	Iteration 8Q: 3 clusters Score -3542406 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3543012.000000 Penalty: 5064.532715
	Iteration 9Q: 3 clusters Score -3543012 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3543669.750000 Penalty: 5064.532715
	Iteration 10Q: 3 clusters Score -3543670 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3544372.000000 Penalty: 5064.532715
	Iteration 11Q: 3 clusters Score -3544372 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -3545063.250000 Penalty: 5064.532715
	Iteration 12Q: 3 clusters Score -3545063 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3545626.250000 Penalty: 5064.532715
	Iteration 13Q: 3 clusters Score -3545626 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -3546065.500000 Penalty: 5064.532715
	Iteration 14Q: 3 clusters Score -3546066 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3546331.750000 Penalty: 5064.532715
	Iteration 15Q: 3 clusters Score -3546332 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -3546492.750000 Penalty: 5064.532715
	Iteration 16Q: 3 clusters Score -3546493 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -3546574.250000 Penalty: 5064.532715
	Iteration 17Q: 3 clusters Score -3546574 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -3546645.750000 Penalty: 5064.532715
	Iteration 18Q: 3 clusters Score -3546646 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3546668.000000 Penalty: 5064.532715
	Iteration 19Q: 3 clusters Score -3546668 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -3546693.000000 Penalty: 5064.532715
	Iteration 20F: 3 clusters Score -3546693 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -3546712.000000 Penalty: 5064.532715
	Iteration 21Q: 3 clusters Score -3546712 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -3546744.250000 Penalty: 5064.532715
	Iteration 22Q: 3 clusters Score -3546744 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -3546754.250000 Penalty: 5064.532715
	Iteration 23Q: 3 clusters Score -3546754 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -3546777.000000 Penalty: 5064.532715
	Iteration 24Q: 3 clusters Score -3546777 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -3546793.750000 Penalty: 5064.532715
	Iteration 25Q: 3 clusters Score -3546794 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -3546798.500000 Penalty: 5064.532715
	Iteration 26Q: 3 clusters Score -3546798 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -3546803.250000 Penalty: 5064.532715
	Iteration 27Q: 3 clusters Score -3546803 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -3546810.250000 Penalty: 5064.532715
	Iteration 28Q: 3 clusters Score -3546810 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -3546817.250000 Penalty: 5064.532715
	Iteration 29Q: 3 clusters Score -3546817 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -3546820.500000 Penalty: 5064.532715
	Iteration 30Q: 3 clusters Score -3546820 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -3546831.750000 Penalty: 5064.532715
	Iteration 31Q: 3 clusters Score -3546832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -3546830.000000 Penalty: 5064.532715
	Iteration 32Q: 3 clusters Score -3546830 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -3546829.500000 Penalty: 5064.532715
	Iteration 33Q: 3 clusters Score -3546830 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -3546832.250000 Penalty: 5064.532715
	Iteration 34Q: 3 clusters Score -3546832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3546824.250000 Penalty: 5064.532715
	Iteration 35Q: 3 clusters Score -3546824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -3546830.250000 Penalty: 5064.532715
	Iteration 36Q: 3 clusters Score -3546830 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -3546836.750000 Penalty: 5064.532715
	Iteration 37Q: 3 clusters Score -3546837 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -3546849.500000 Penalty: 5064.532715
	Iteration 38Q: 3 clusters Score -3546850 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -3546852.500000 Penalty: 5064.532715
	Iteration 39Q: 3 clusters Score -3546852 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -3546882.750000 Penalty: 5064.532715
	Iteration 40F: 3 clusters Score -3546883 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -3546888.500000 Penalty: 5064.532715
	Iteration 41Q: 3 clusters Score -3546888 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -3546889.000000 Penalty: 5064.532715
	Iteration 42Q: 3 clusters Score -3546889 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -3546908.500000 Penalty: 5064.532715
	Iteration 43Q: 3 clusters Score -3546908 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -3546905.750000 Penalty: 5064.532715
	Iteration 44Q: 3 clusters Score -3546906 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -3546906.500000 Penalty: 5064.532715
	Iteration 45Q: 3 clusters Score -3546906 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -3546919.250000 Penalty: 5064.532715
	Iteration 46Q: 3 clusters Score -3546919 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -3546915.000000 Penalty: 5064.532715
	Iteration 47Q: 3 clusters Score -3546915 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -3546912.500000 Penalty: 5064.532715
	Iteration 48Q: 3 clusters Score -3546912 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -3546923.250000 Penalty: 5064.532715
	Iteration 49Q: 3 clusters Score -3546923 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -3546925.750000 Penalty: 5064.532715
	Iteration 50Q: 3 clusters Score -3546926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -3546936.000000 Penalty: 5064.532715
	Iteration 51Q: 3 clusters Score -3546936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -3546934.500000 Penalty: 5064.532715
	Iteration 52Q: 3 clusters Score -3546934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -3546941.500000 Penalty: 5064.532715
	Iteration 53Q: 3 clusters Score -3546942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -3546953.500000 Penalty: 5064.532715
	Iteration 54Q: 3 clusters Score -3546954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -3546960.000000 Penalty: 5064.532715
	Iteration 55Q: 3 clusters Score -3546960 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -3546957.500000 Penalty: 5064.532715
	Iteration 56Q: 3 clusters Score -3546958 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -3546962.000000 Penalty: 5064.532715
	Iteration 57Q: 3 clusters Score -3546962 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -3546974.250000 Penalty: 5064.532715
	Iteration 58Q: 3 clusters Score -3546974 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -3546984.750000 Penalty: 5064.532715
	Iteration 59Q: 3 clusters Score -3546985 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -3546977.750000 Penalty: 5064.532715
	Iteration 60F: 3 clusters Score -3546978 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -3546991.750000 Penalty: 5064.532715
	Iteration 61Q: 3 clusters Score -3546992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -3546992.250000 Penalty: 5064.532715
	Iteration 62Q: 3 clusters Score -3546992 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -3546999.250000 Penalty: 5064.532715
	Iteration 63Q: 3 clusters Score -3546999 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -3547002.000000 Penalty: 5064.532715
	Iteration 64Q: 3 clusters Score -3547002 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -3547021.250000 Penalty: 5064.532715
	Iteration 65Q: 3 clusters Score -3547021 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -3547039.250000 Penalty: 5064.532715
	Iteration 66Q: 3 clusters Score -3547039 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -3547060.500000 Penalty: 5064.532715
	Iteration 67Q: 3 clusters Score -3547060 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -3547074.500000 Penalty: 5064.532715
	Iteration 68Q: 3 clusters Score -3547074 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -3547095.500000 Penalty: 5064.532715
	Iteration 69Q: 3 clusters Score -3547096 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -3547113.250000 Penalty: 5064.532715
	Iteration 70Q: 3 clusters Score -3547113 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -3547138.000000 Penalty: 5064.532715
	Iteration 71Q: 3 clusters Score -3547138 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -3547151.250000 Penalty: 5064.532715
	Iteration 72Q: 3 clusters Score -3547151 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -3547170.000000 Penalty: 5064.532715
	Iteration 73Q: 3 clusters Score -3547170 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -3547171.500000 Penalty: 5064.532715
	Iteration 74Q: 3 clusters Score -3547172 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -3547193.250000 Penalty: 5064.532715
	Iteration 75Q: 3 clusters Score -3547193 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -3547200.500000 Penalty: 5064.532715
	Iteration 76Q: 3 clusters Score -3547200 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3547241.000000 Penalty: 5064.532715
	Iteration 77Q: 3 clusters Score -3547241 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -3547251.250000 Penalty: 5064.532715
	Iteration 78Q: 3 clusters Score -3547251 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -3547278.500000 Penalty: 5064.532715
	Iteration 79Q: 3 clusters Score -3547278 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -3547293.500000 Penalty: 5064.532715
	Iteration 80F: 3 clusters Score -3547294 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3547310.000000 Penalty: 5064.532715
	Iteration 81Q: 3 clusters Score -3547310 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -3547332.500000 Penalty: 5064.532715
	Iteration 82Q: 3 clusters Score -3547332 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -3547350.250000 Penalty: 5064.532715
	Iteration 83Q: 3 clusters Score -3547350 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -3547366.500000 Penalty: 5064.532715
	Iteration 84Q: 3 clusters Score -3547366 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -3547391.250000 Penalty: 5064.532715
	Iteration 85Q: 3 clusters Score -3547391 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -3547416.750000 Penalty: 5064.532715
	Iteration 86Q: 3 clusters Score -3547417 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -3547420.000000 Penalty: 5064.532715
	Iteration 87Q: 3 clusters Score -3547420 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -3547435.250000 Penalty: 5064.532715
	Iteration 88Q: 3 clusters Score -3547435 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -3547462.500000 Penalty: 5064.532715
	Iteration 89Q: 3 clusters Score -3547462 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -3547484.500000 Penalty: 5064.532715
	Iteration 90Q: 3 clusters Score -3547484 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -3547516.750000 Penalty: 5064.532715
	Iteration 91Q: 3 clusters Score -3547517 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -3547544.500000 Penalty: 5064.532715
	Iteration 92Q: 3 clusters Score -3547544 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -3547585.750000 Penalty: 5064.532715
	Iteration 93Q: 3 clusters Score -3547586 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -3547637.250000 Penalty: 5064.532715
	Iteration 94Q: 3 clusters Score -3547637 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -3547670.000000 Penalty: 5064.532715
	Iteration 95Q: 3 clusters Score -3547670 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -3547721.250000 Penalty: 5064.532715
	Iteration 96Q: 3 clusters Score -3547721 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -3547742.000000 Penalty: 5064.532715
	Iteration 97Q: 3 clusters Score -3547742 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -3547784.000000 Penalty: 5064.532715
	Iteration 98Q: 3 clusters Score -3547784 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -3547836.500000 Penalty: 5064.532715
	Iteration 99Q: 3 clusters Score -3547836 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -3547884.750000 Penalty: 5064.532715
	Iteration 100F: 3 clusters Score -3547885 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -3547936.000000 Penalty: 5064.532715
	Iteration 101Q: 3 clusters Score -3547936 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -3548022.750000 Penalty: 5064.532715
	Iteration 102Q: 3 clusters Score -3548023 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -3548094.750000 Penalty: 5064.532715
	Iteration 103Q: 3 clusters Score -3548095 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -3548202.750000 Penalty: 5064.532715
	Iteration 104Q: 3 clusters Score -3548203 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -3548302.750000 Penalty: 5064.532715
	Iteration 105Q: 3 clusters Score -3548303 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -3548414.750000 Penalty: 5064.532715
	Iteration 106Q: 3 clusters Score -3548415 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -3548510.500000 Penalty: 5064.532715
	Iteration 107Q: 3 clusters Score -3548510 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -3548592.500000 Penalty: 5064.532715
	Iteration 108Q: 3 clusters Score -3548592 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -3548661.500000 Penalty: 5064.532715
	Iteration 109Q: 3 clusters Score -3548662 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -3548732.000000 Penalty: 5064.532715
	Iteration 110Q: 3 clusters Score -3548732 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -3548802.250000 Penalty: 5064.532715
	Iteration 111Q: 3 clusters Score -3548802 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3548866.250000 Penalty: 5064.532715
	Iteration 112Q: 3 clusters Score -3548866 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3548926.500000 Penalty: 5064.532715
	Iteration 113Q: 3 clusters Score -3548926 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -3548975.750000 Penalty: 5064.532715
	Iteration 114Q: 3 clusters Score -3548976 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3549030.750000 Penalty: 5064.532715
	Iteration 115Q: 3 clusters Score -3549031 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -3549086.000000 Penalty: 5064.532715
	Iteration 116Q: 3 clusters Score -3549086 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3549112.500000 Penalty: 5064.532715
	Iteration 117Q: 3 clusters Score -3549112 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3549142.000000 Penalty: 5064.532715
	Iteration 118Q: 3 clusters Score -3549142 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3549175.000000 Penalty: 5064.532715
	Iteration 119Q: 3 clusters Score -3549175 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3549183.000000 Penalty: 5064.532715
	Iteration 120F: 3 clusters Score -3549183 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3549196.000000 Penalty: 5064.532715
	Iteration 121Q: 3 clusters Score -3549196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3549203.500000 Penalty: 5064.532715
	Iteration 122Q: 3 clusters Score -3549204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3549205.750000 Penalty: 5064.532715
	Iteration 123Q: 3 clusters Score -3549206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3549211.750000 Penalty: 5064.532715
	Iteration 124Q: 3 clusters Score -3549212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3549213.000000 Penalty: 5064.532715
	Iteration 125Q: 3 clusters Score -3549213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3549210.000000 Penalty: 5064.532715
	Iteration 126Q: 3 clusters Score -3549210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3549213.500000 Penalty: 5064.532715
	Iteration 127Q: 3 clusters Score -3549214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3549215.750000 Penalty: 5064.532715
	Iteration 128Q: 3 clusters Score -3549216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3549215.750000 Penalty: 5064.532715
	Iteration 129F: 3 clusters Score -3549216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Entering Unmasked Estep 
Score: -5560213.000000 Penalty: 2625.435303
	Iteration 0F: 2 clusters Score -5560213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -5533141.000000 Penalty: 5250.870605
	Iteration 0F: 3 clusters Score -5533141 nChanged 18251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -5543631.500000 Penalty: 5250.870605
	Iteration 1F: 3 clusters Score -5543632 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -5544477.000000 Penalty: 5250.870605
	Iteration 2F: 3 clusters Score -5544477 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -5545492.000000 Penalty: 5250.870605
	Iteration 3F: 3 clusters Score -5545492 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -5546750.000000 Penalty: 5250.870605
	Iteration 4F: 3 clusters Score -5546750 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -5548458.500000 Penalty: 5250.870605
	Iteration 5F: 3 clusters Score -5548458 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -5550860.500000 Penalty: 5250.870605
	Iteration 6F: 3 clusters Score -5550860 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -5553357.000000 Penalty: 5250.870605
	Iteration 7F: 3 clusters Score -5553357 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -5555369.500000 Penalty: 5250.870605
	Iteration 8F: 3 clusters Score -5555370 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -5556448.000000 Penalty: 5250.870605
	Iteration 9Q: 3 clusters Score -5556448 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -5557006.000000 Penalty: 5250.870605
	Iteration 10Q: 3 clusters Score -5557006 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -5557357.500000 Penalty: 5250.870605
	Iteration 11Q: 3 clusters Score -5557358 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -5557577.000000 Penalty: 5250.870605
	Iteration 12Q: 3 clusters Score -5557577 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -5557806.500000 Penalty: 5250.870605
	Iteration 13Q: 3 clusters Score -5557806 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -5557966.000000 Penalty: 5250.870605
	Iteration 14Q: 3 clusters Score -5557966 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -5558145.000000 Penalty: 5250.870605
	Iteration 15Q: 3 clusters Score -5558145 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -5558281.500000 Penalty: 5250.870605
	Iteration 16Q: 3 clusters Score -5558282 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -5558441.500000 Penalty: 5250.870605
	Iteration 17Q: 3 clusters Score -5558442 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -5558548.000000 Penalty: 5250.870605
	Iteration 18Q: 3 clusters Score -5558548 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -5558631.000000 Penalty: 5250.870605
	Iteration 19Q: 3 clusters Score -5558631 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -5558711.500000 Penalty: 5250.870605
	Iteration 20F: 3 clusters Score -5558712 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -5558769.000000 Penalty: 5250.870605
	Iteration 21Q: 3 clusters Score -5558769 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -5558827.000000 Penalty: 5250.870605
	Iteration 22Q: 3 clusters Score -5558827 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -5558893.000000 Penalty: 5250.870605
	Iteration 23Q: 3 clusters Score -5558893 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -5558945.000000 Penalty: 5250.870605
	Iteration 24Q: 3 clusters Score -5558945 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -5559001.000000 Penalty: 5250.870605
	Iteration 25Q: 3 clusters Score -5559001 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -5559044.000000 Penalty: 5250.870605
	Iteration 26Q: 3 clusters Score -5559044 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -5559124.500000 Penalty: 5250.870605
	Iteration 27Q: 3 clusters Score -5559124 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -5559156.500000 Penalty: 5250.870605
	Iteration 28Q: 3 clusters Score -5559156 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -5559189.000000 Penalty: 5250.870605
	Iteration 29Q: 3 clusters Score -5559189 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -5559234.000000 Penalty: 5250.870605
	Iteration 30Q: 3 clusters Score -5559234 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -5559269.500000 Penalty: 5250.870605
	Iteration 31Q: 3 clusters Score -5559270 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -5559311.500000 Penalty: 5250.870605
	Iteration 32Q: 3 clusters Score -5559312 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -5559316.000000 Penalty: 5250.870605
	Iteration 33Q: 3 clusters Score -5559316 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -5559342.000000 Penalty: 5250.870605
	Iteration 34Q: 3 clusters Score -5559342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -5559351.500000 Penalty: 5250.870605
	Iteration 35Q: 3 clusters Score -5559352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -5559356.500000 Penalty: 5250.870605
	Iteration 36Q: 3 clusters Score -5559356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -5559368.500000 Penalty: 5250.870605
	Iteration 37Q: 3 clusters Score -5559368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -5559370.000000 Penalty: 5250.870605
	Iteration 38Q: 3 clusters Score -5559370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -5559381.000000 Penalty: 5250.870605
	Iteration 39Q: 3 clusters Score -5559381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -5559426.500000 Penalty: 5250.870605
	Iteration 40F: 3 clusters Score -5559426 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -5559451.500000 Penalty: 5250.870605
	Iteration 41Q: 3 clusters Score -5559452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -5559472.500000 Penalty: 5250.870605
	Iteration 42Q: 3 clusters Score -5559472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -5559494.500000 Penalty: 5250.870605
	Iteration 43Q: 3 clusters Score -5559494 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -5559513.500000 Penalty: 5250.870605
	Iteration 44Q: 3 clusters Score -5559514 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -5559530.000000 Penalty: 5250.870605
	Iteration 45Q: 3 clusters Score -5559530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -5559541.000000 Penalty: 5250.870605
	Iteration 46Q: 3 clusters Score -5559541 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -5559546.500000 Penalty: 5250.870605
	Iteration 47Q: 3 clusters Score -5559546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -5559556.500000 Penalty: 5250.870605
	Iteration 48Q: 3 clusters Score -5559556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -5559578.500000 Penalty: 5250.870605
	Iteration 49Q: 3 clusters Score -5559578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -5559587.000000 Penalty: 5250.870605
	Iteration 50Q: 3 clusters Score -5559587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -5559591.000000 Penalty: 5250.870605
	Iteration 51Q: 3 clusters Score -5559591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -5559596.000000 Penalty: 5250.870605
	Iteration 52Q: 3 clusters Score -5559596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -5559596.500000 Penalty: 5250.870605
	Iteration 53Q: 3 clusters Score -5559596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -5559594.000000 Penalty: 5250.870605
	Iteration 54Q: 3 clusters Score -5559594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -5559591.500000 Penalty: 5250.870605
	Iteration 55Q: 3 clusters Score -5559592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -5559604.000000 Penalty: 5250.870605
	Iteration 56Q: 3 clusters Score -5559604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -5559603.000000 Penalty: 5250.870605
	Iteration 57Q: 3 clusters Score -5559603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -5559603.000000 Penalty: 5250.870605
	Iteration 58Q: 3 clusters Score -5559603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -5559603.000000 Penalty: 5250.870605
	Iteration 59F: 3 clusters Score -5559603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -59166.921875 Penalty: 1532.644043
	Iteration 0F: 2 clusters Score -59166.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -57737.550781 Penalty: 3065.288086
	Iteration 0F: 3 clusters Score -57737.55 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -58019.273438 Penalty: 3065.288086
	Iteration 1F: 3 clusters Score -58019.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -58118.730469 Penalty: 3065.288086
	Iteration 2F: 3 clusters Score -58118.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -58192.589844 Penalty: 3065.288086
	Iteration 3Q: 3 clusters Score -58192.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -58261.855469 Penalty: 3065.288086
	Iteration 4Q: 3 clusters Score -58261.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -58308.710938 Penalty: 3065.288086
	Iteration 5Q: 3 clusters Score -58308.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -58331.507812 Penalty: 3065.288086
	Iteration 6Q: 3 clusters Score -58331.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -58341.253906 Penalty: 3065.288086
	Iteration 7Q: 3 clusters Score -58341.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -58357.667969 Penalty: 3065.288086
	Iteration 8Q: 3 clusters Score -58357.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -58363.285156 Penalty: 3065.288086
	Iteration 9Q: 3 clusters Score -58363.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -58363.285156 Penalty: 3065.288086
	Iteration 10F: 3 clusters Score -58363.29 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: -764070.750000 Penalty: 2138.502441
	Iteration 0F: 2 clusters Score -764070.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -759300.500000 Penalty: 4277.004883
	Iteration 0F: 3 clusters Score -759300.5 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -760531.125000 Penalty: 4277.004883
	Iteration 1F: 3 clusters Score -760531.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -760709.437500 Penalty: 4277.004883
	Iteration 2F: 3 clusters Score -760709.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -760814.812500 Penalty: 4277.004883
	Iteration 3Q: 3 clusters Score -760814.8 nChanged 168
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: -760888.187500 Penalty: 4277.004883
	Iteration 4Q: 3 clusters Score -760888.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -760941.187500 Penalty: 4277.004883
	Iteration 5Q: 3 clusters Score -760941.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -760981.812500 Penalty: 4277.004883
	Iteration 6Q: 3 clusters Score -760981.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -761013.750000 Penalty: 4277.004883
	Iteration 7Q: 3 clusters Score -761013.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -761044.875000 Penalty: 4277.004883
	Iteration 8Q: 3 clusters Score -761044.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -761065.250000 Penalty: 4277.004883
	Iteration 9Q: 3 clusters Score -761065.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -761083.250000 Penalty: 4277.004883
	Iteration 10Q: 3 clusters Score -761083.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -761097.312500 Penalty: 4277.004883
	Iteration 11Q: 3 clusters Score -761097.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -761110.062500 Penalty: 4277.004883
	Iteration 12Q: 3 clusters Score -761110.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -761121.250000 Penalty: 4277.004883
	Iteration 13Q: 3 clusters Score -761121.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -761129.937500 Penalty: 4277.004883
	Iteration 14Q: 3 clusters Score -761129.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -761144.937500 Penalty: 4277.004883
	Iteration 15Q: 3 clusters Score -761144.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -761159.875000 Penalty: 4277.004883
	Iteration 16Q: 3 clusters Score -761159.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -761175.187500 Penalty: 4277.004883
	Iteration 17Q: 3 clusters Score -761175.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -761185.312500 Penalty: 4277.004883
	Iteration 18Q: 3 clusters Score -761185.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -761193.625000 Penalty: 4277.004883
	Iteration 19Q: 3 clusters Score -761193.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -761205.937500 Penalty: 4277.004883
	Iteration 20F: 3 clusters Score -761205.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -761214.062500 Penalty: 4277.004883
	Iteration 21Q: 3 clusters Score -761214.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -761224.625000 Penalty: 4277.004883
	Iteration 22Q: 3 clusters Score -761224.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -761231.375000 Penalty: 4277.004883
	Iteration 23Q: 3 clusters Score -761231.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -761239.750000 Penalty: 4277.004883
	Iteration 24Q: 3 clusters Score -761239.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -761245.062500 Penalty: 4277.004883
	Iteration 25Q: 3 clusters Score -761245.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -761252.437500 Penalty: 4277.004883
	Iteration 26Q: 3 clusters Score -761252.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -761260.250000 Penalty: 4277.004883
	Iteration 27Q: 3 clusters Score -761260.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -761269.187500 Penalty: 4277.004883
	Iteration 28Q: 3 clusters Score -761269.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -761281.062500 Penalty: 4277.004883
	Iteration 29Q: 3 clusters Score -761281.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -761290.437500 Penalty: 4277.004883
	Iteration 30Q: 3 clusters Score -761290.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -761301.187500 Penalty: 4277.004883
	Iteration 31Q: 3 clusters Score -761301.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -761313.812500 Penalty: 4277.004883
	Iteration 32Q: 3 clusters Score -761313.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -761327.687500 Penalty: 4277.004883
	Iteration 33Q: 3 clusters Score -761327.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -761340.000000 Penalty: 4277.004883
	Iteration 34Q: 3 clusters Score -761340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -761357.687500 Penalty: 4277.004883
	Iteration 35Q: 3 clusters Score -761357.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -761370.250000 Penalty: 4277.004883
	Iteration 36Q: 3 clusters Score -761370.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -761385.062500 Penalty: 4277.004883
	Iteration 37Q: 3 clusters Score -761385.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -761401.000000 Penalty: 4277.004883
	Iteration 38Q: 3 clusters Score -761401 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -761428.437500 Penalty: 4277.004883
	Iteration 39Q: 3 clusters Score -761428.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -761452.250000 Penalty: 4277.004883
	Iteration 40F: 3 clusters Score -761452.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -761482.625000 Penalty: 4277.004883
	Iteration 41Q: 3 clusters Score -761482.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -761515.750000 Penalty: 4277.004883
	Iteration 42Q: 3 clusters Score -761515.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -761546.125000 Penalty: 4277.004883
	Iteration 43Q: 3 clusters Score -761546.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -761576.312500 Penalty: 4277.004883
	Iteration 44Q: 3 clusters Score -761576.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -761614.000000 Penalty: 4277.004883
	Iteration 45Q: 3 clusters Score -761614 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -761649.937500 Penalty: 4277.004883
	Iteration 46Q: 3 clusters Score -761649.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -761691.250000 Penalty: 4277.004883
	Iteration 47Q: 3 clusters Score -761691.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -761751.187500 Penalty: 4277.004883
	Iteration 48Q: 3 clusters Score -761751.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -761809.812500 Penalty: 4277.004883
	Iteration 49Q: 3 clusters Score -761809.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -761875.687500 Penalty: 4277.004883
	Iteration 50Q: 3 clusters Score -761875.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -761929.312500 Penalty: 4277.004883
	Iteration 51Q: 3 clusters Score -761929.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -761985.437500 Penalty: 4277.004883
	Iteration 52Q: 3 clusters Score -761985.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -762037.312500 Penalty: 4277.004883
	Iteration 53Q: 3 clusters Score -762037.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -762077.187500 Penalty: 4277.004883
	Iteration 54Q: 3 clusters Score -762077.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -762106.437500 Penalty: 4277.004883
	Iteration 55Q: 3 clusters Score -762106.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -762142.625000 Penalty: 4277.004883
	Iteration 56Q: 3 clusters Score -762142.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -762163.062500 Penalty: 4277.004883
	Iteration 57Q: 3 clusters Score -762163.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -762181.937500 Penalty: 4277.004883
	Iteration 58Q: 3 clusters Score -762181.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -762195.062500 Penalty: 4277.004883
	Iteration 59Q: 3 clusters Score -762195.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -762203.625000 Penalty: 4277.004883
	Iteration 60F: 3 clusters Score -762203.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -762207.500000 Penalty: 4277.004883
	Iteration 61Q: 3 clusters Score -762207.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -762216.437500 Penalty: 4277.004883
	Iteration 62Q: 3 clusters Score -762216.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -762220.812500 Penalty: 4277.004883
	Iteration 63Q: 3 clusters Score -762220.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -762224.687500 Penalty: 4277.004883
	Iteration 64Q: 3 clusters Score -762224.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -762229.312500 Penalty: 4277.004883
	Iteration 65Q: 3 clusters Score -762229.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -762230.875000 Penalty: 4277.004883
	Iteration 66Q: 3 clusters Score -762230.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -762231.062500 Penalty: 4277.004883
	Iteration 67Q: 3 clusters Score -762231.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -762232.187500 Penalty: 4277.004883
	Iteration 68Q: 3 clusters Score -762232.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -762234.187500 Penalty: 4277.004883
	Iteration 69Q: 3 clusters Score -762234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -762236.687500 Penalty: 4277.004883
	Iteration 70Q: 3 clusters Score -762236.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -762238.875000 Penalty: 4277.004883
	Iteration 71Q: 3 clusters Score -762238.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -762241.062500 Penalty: 4277.004883
	Iteration 72Q: 3 clusters Score -762241.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -762241.750000 Penalty: 4277.004883
	Iteration 73Q: 3 clusters Score -762241.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -762246.937500 Penalty: 4277.004883
	Iteration 74Q: 3 clusters Score -762246.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -762251.750000 Penalty: 4277.004883
	Iteration 75Q: 3 clusters Score -762251.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -762255.937500 Penalty: 4277.004883
	Iteration 76Q: 3 clusters Score -762255.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -762260.187500 Penalty: 4277.004883
	Iteration 77Q: 3 clusters Score -762260.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -762261.125000 Penalty: 4277.004883
	Iteration 78Q: 3 clusters Score -762261.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -762265.625000 Penalty: 4277.004883
	Iteration 79Q: 3 clusters Score -762265.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -762267.750000 Penalty: 4277.004883
	Iteration 80F: 3 clusters Score -762267.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -762269.437500 Penalty: 4277.004883
	Iteration 81Q: 3 clusters Score -762269.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -762271.875000 Penalty: 4277.004883
	Iteration 82Q: 3 clusters Score -762271.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -762272.937500 Penalty: 4277.004883
	Iteration 83Q: 3 clusters Score -762272.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -762273.250000 Penalty: 4277.004883
	Iteration 84Q: 3 clusters Score -762273.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -762273.250000 Penalty: 4277.004883
	Iteration 85F: 3 clusters Score -762273.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Entering Unmasked Estep 
Score: -373610.093750 Penalty: 1967.492676
	Iteration 0F: 2 clusters Score -373610.1 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 1416 members 
Entering Unmasked Estep 
Score: -370489.093750 Penalty: 3934.985352
	Iteration 0F: 3 clusters Score -370489.1 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -371222.218750 Penalty: 3934.985352
	Iteration 1F: 3 clusters Score -371222.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -371483.531250 Penalty: 3934.985352
	Iteration 2F: 3 clusters Score -371483.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -371667.718750 Penalty: 3934.985352
	Iteration 3F: 3 clusters Score -371667.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -371798.750000 Penalty: 3934.985352
	Iteration 4Q: 3 clusters Score -371798.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -371882.343750 Penalty: 3934.985352
	Iteration 5Q: 3 clusters Score -371882.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -371957.406250 Penalty: 3934.985352
	Iteration 6Q: 3 clusters Score -371957.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -372023.062500 Penalty: 3934.985352
	Iteration 7Q: 3 clusters Score -372023.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -372086.156250 Penalty: 3934.985352
	Iteration 8Q: 3 clusters Score -372086.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -372143.843750 Penalty: 3934.985352
	Iteration 9Q: 3 clusters Score -372143.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -372193.656250 Penalty: 3934.985352
	Iteration 10Q: 3 clusters Score -372193.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -372241.218750 Penalty: 3934.985352
	Iteration 11Q: 3 clusters Score -372241.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -372293.343750 Penalty: 3934.985352
	Iteration 12Q: 3 clusters Score -372293.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -372325.750000 Penalty: 3934.985352
	Iteration 13Q: 3 clusters Score -372325.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -372348.937500 Penalty: 3934.985352
	Iteration 14Q: 3 clusters Score -372348.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -372379.062500 Penalty: 3934.985352
	Iteration 15Q: 3 clusters Score -372379.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -372413.062500 Penalty: 3934.985352
	Iteration 16Q: 3 clusters Score -372413.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -372446.062500 Penalty: 3934.985352
	Iteration 17Q: 3 clusters Score -372446.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -372465.343750 Penalty: 3934.985352
	Iteration 18Q: 3 clusters Score -372465.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -372483.937500 Penalty: 3934.985352
	Iteration 19Q: 3 clusters Score -372483.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -372499.781250 Penalty: 3934.985352
	Iteration 20F: 3 clusters Score -372499.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -372513.968750 Penalty: 3934.985352
	Iteration 21Q: 3 clusters Score -372514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -372520.875000 Penalty: 3934.985352
	Iteration 22Q: 3 clusters Score -372520.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -372529.218750 Penalty: 3934.985352
	Iteration 23Q: 3 clusters Score -372529.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -372537.312500 Penalty: 3934.985352
	Iteration 24Q: 3 clusters Score -372537.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -372545.500000 Penalty: 3934.985352
	Iteration 25Q: 3 clusters Score -372545.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -372548.406250 Penalty: 3934.985352
	Iteration 26Q: 3 clusters Score -372548.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -372549.406250 Penalty: 3934.985352
	Iteration 27Q: 3 clusters Score -372549.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -372551.031250 Penalty: 3934.985352
	Iteration 28Q: 3 clusters Score -372551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -372553.000000 Penalty: 3934.985352
	Iteration 29Q: 3 clusters Score -372553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -372554.125000 Penalty: 3934.985352
	Iteration 30Q: 3 clusters Score -372554.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -372555.062500 Penalty: 3934.985352
	Iteration 31Q: 3 clusters Score -372555.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -372556.156250 Penalty: 3934.985352
	Iteration 32Q: 3 clusters Score -372556.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -372557.875000 Penalty: 3934.985352
	Iteration 33Q: 3 clusters Score -372557.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -372557.812500 Penalty: 3934.985352
	Iteration 34Q: 3 clusters Score -372557.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -372558.437500 Penalty: 3934.985352
	Iteration 35Q: 3 clusters Score -372558.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -372558.437500 Penalty: 3934.985352
	Iteration 36F: 3 clusters Score -372558.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Entering Unmasked Estep 
Score: -1102848.000000 Penalty: 2235.401855
	Iteration 0F: 2 clusters Score -1102848 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 4131 members 
Entering Unmasked Estep 
Score: -1096193.625000 Penalty: 4470.803711
	Iteration 0F: 3 clusters Score -1096194 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1098108.000000 Penalty: 4470.803711
	Iteration 1F: 3 clusters Score -1098108 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1098480.500000 Penalty: 4470.803711
	Iteration 2F: 3 clusters Score -1098480 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1098756.375000 Penalty: 4470.803711
	Iteration 3F: 3 clusters Score -1098756 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1098960.000000 Penalty: 4470.803711
	Iteration 4Q: 3 clusters Score -1098960 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1099120.250000 Penalty: 4470.803711
	Iteration 5Q: 3 clusters Score -1099120 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1099266.750000 Penalty: 4470.803711
	Iteration 6Q: 3 clusters Score -1099267 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1099403.875000 Penalty: 4470.803711
	Iteration 7Q: 3 clusters Score -1099404 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1099543.750000 Penalty: 4470.803711
	Iteration 8Q: 3 clusters Score -1099544 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1099675.000000 Penalty: 4470.803711
	Iteration 9Q: 3 clusters Score -1099675 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1099822.500000 Penalty: 4470.803711
	Iteration 10Q: 3 clusters Score -1099822 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1099967.625000 Penalty: 4470.803711
	Iteration 11Q: 3 clusters Score -1099968 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1100138.375000 Penalty: 4470.803711
	Iteration 12Q: 3 clusters Score -1100138 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1100319.875000 Penalty: 4470.803711
	Iteration 13Q: 3 clusters Score -1100320 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1100520.375000 Penalty: 4470.803711
	Iteration 14Q: 3 clusters Score -1100520 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1100696.000000 Penalty: 4470.803711
	Iteration 15Q: 3 clusters Score -1100696 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1100851.875000 Penalty: 4470.803711
	Iteration 16Q: 3 clusters Score -1100852 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1100997.875000 Penalty: 4470.803711
	Iteration 17Q: 3 clusters Score -1100998 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1101135.875000 Penalty: 4470.803711
	Iteration 18Q: 3 clusters Score -1101136 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1101244.875000 Penalty: 4470.803711
	Iteration 19Q: 3 clusters Score -1101245 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1101315.000000 Penalty: 4470.803711
	Iteration 20F: 3 clusters Score -1101315 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1101363.500000 Penalty: 4470.803711
	Iteration 21Q: 3 clusters Score -1101364 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1101394.625000 Penalty: 4470.803711
	Iteration 22Q: 3 clusters Score -1101395 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1101427.625000 Penalty: 4470.803711
	Iteration 23Q: 3 clusters Score -1101428 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1101471.000000 Penalty: 4470.803711
	Iteration 24Q: 3 clusters Score -1101471 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1101498.375000 Penalty: 4470.803711
	Iteration 25Q: 3 clusters Score -1101498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1101512.375000 Penalty: 4470.803711
	Iteration 26Q: 3 clusters Score -1101512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1101525.625000 Penalty: 4470.803711
	Iteration 27Q: 3 clusters Score -1101526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1101533.125000 Penalty: 4470.803711
	Iteration 28Q: 3 clusters Score -1101533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1101542.375000 Penalty: 4470.803711
	Iteration 29Q: 3 clusters Score -1101542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1101552.875000 Penalty: 4470.803711
	Iteration 30Q: 3 clusters Score -1101553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1101560.875000 Penalty: 4470.803711
	Iteration 31Q: 3 clusters Score -1101561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1101567.875000 Penalty: 4470.803711
	Iteration 32Q: 3 clusters Score -1101568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1101576.125000 Penalty: 4470.803711
	Iteration 33Q: 3 clusters Score -1101576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1101579.250000 Penalty: 4470.803711
	Iteration 34Q: 3 clusters Score -1101579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1101579.000000 Penalty: 4470.803711
	Iteration 35Q: 3 clusters Score -1101579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1101580.250000 Penalty: 4470.803711
	Iteration 36Q: 3 clusters Score -1101580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1101583.750000 Penalty: 4470.803711
	Iteration 37Q: 3 clusters Score -1101584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1101583.250000 Penalty: 4470.803711
	Iteration 38Q: 3 clusters Score -1101583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1101583.375000 Penalty: 4470.803711
	Iteration 39Q: 3 clusters Score -1101583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1101584.000000 Penalty: 4470.803711
	Iteration 40F: 3 clusters Score -1101584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1101586.000000 Penalty: 4470.803711
	Iteration 41Q: 3 clusters Score -1101586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1101586.000000 Penalty: 4470.803711
	Iteration 42F: 3 clusters Score -1101586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Entering Unmasked Estep 
Score: -726851.500000 Penalty: 2126.948242
	Iteration 0F: 2 clusters Score -726851.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -722149.625000 Penalty: 4253.896484
	Iteration 0F: 3 clusters Score -722149.6 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -723262.187500 Penalty: 4253.896484
	Iteration 1F: 3 clusters Score -723262.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -723438.812500 Penalty: 4253.896484
	Iteration 2F: 3 clusters Score -723438.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -723538.187500 Penalty: 4253.896484
	Iteration 3Q: 3 clusters Score -723538.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -723601.437500 Penalty: 4253.896484
	Iteration 4Q: 3 clusters Score -723601.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -723655.000000 Penalty: 4253.896484
	Iteration 5Q: 3 clusters Score -723655 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -723701.562500 Penalty: 4253.896484
	Iteration 6Q: 3 clusters Score -723701.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -723749.562500 Penalty: 4253.896484
	Iteration 7Q: 3 clusters Score -723749.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -723797.125000 Penalty: 4253.896484
	Iteration 8Q: 3 clusters Score -723797.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -723838.250000 Penalty: 4253.896484
	Iteration 9Q: 3 clusters Score -723838.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -723876.062500 Penalty: 4253.896484
	Iteration 10Q: 3 clusters Score -723876.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -723915.250000 Penalty: 4253.896484
	Iteration 11Q: 3 clusters Score -723915.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -723943.187500 Penalty: 4253.896484
	Iteration 12Q: 3 clusters Score -723943.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -723976.125000 Penalty: 4253.896484
	Iteration 13Q: 3 clusters Score -723976.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -724011.312500 Penalty: 4253.896484
	Iteration 14Q: 3 clusters Score -724011.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -724038.687500 Penalty: 4253.896484
	Iteration 15Q: 3 clusters Score -724038.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -724058.875000 Penalty: 4253.896484
	Iteration 16Q: 3 clusters Score -724058.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -724080.312500 Penalty: 4253.896484
	Iteration 17Q: 3 clusters Score -724080.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -724097.125000 Penalty: 4253.896484
	Iteration 18Q: 3 clusters Score -724097.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -724112.562500 Penalty: 4253.896484
	Iteration 19Q: 3 clusters Score -724112.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -724128.187500 Penalty: 4253.896484
	Iteration 20F: 3 clusters Score -724128.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -724145.625000 Penalty: 4253.896484
	Iteration 21Q: 3 clusters Score -724145.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -724162.812500 Penalty: 4253.896484
	Iteration 22Q: 3 clusters Score -724162.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -724180.312500 Penalty: 4253.896484
	Iteration 23Q: 3 clusters Score -724180.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -724195.562500 Penalty: 4253.896484
	Iteration 24Q: 3 clusters Score -724195.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -724213.812500 Penalty: 4253.896484
	Iteration 25Q: 3 clusters Score -724213.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -724227.125000 Penalty: 4253.896484
	Iteration 26Q: 3 clusters Score -724227.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -724235.687500 Penalty: 4253.896484
	Iteration 27Q: 3 clusters Score -724235.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -724245.312500 Penalty: 4253.896484
	Iteration 28Q: 3 clusters Score -724245.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -724254.687500 Penalty: 4253.896484
	Iteration 29Q: 3 clusters Score -724254.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -724263.062500 Penalty: 4253.896484
	Iteration 30Q: 3 clusters Score -724263.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -724274.375000 Penalty: 4253.896484
	Iteration 31Q: 3 clusters Score -724274.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -724286.375000 Penalty: 4253.896484
	Iteration 32Q: 3 clusters Score -724286.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -724298.125000 Penalty: 4253.896484
	Iteration 33Q: 3 clusters Score -724298.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -724307.687500 Penalty: 4253.896484
	Iteration 34Q: 3 clusters Score -724307.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -724319.375000 Penalty: 4253.896484
	Iteration 35Q: 3 clusters Score -724319.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -724330.375000 Penalty: 4253.896484
	Iteration 36Q: 3 clusters Score -724330.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -724340.750000 Penalty: 4253.896484
	Iteration 37Q: 3 clusters Score -724340.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -724347.312500 Penalty: 4253.896484
	Iteration 38Q: 3 clusters Score -724347.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -724355.187500 Penalty: 4253.896484
	Iteration 39Q: 3 clusters Score -724355.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -724369.937500 Penalty: 4253.896484
	Iteration 40F: 3 clusters Score -724369.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -724386.687500 Penalty: 4253.896484
	Iteration 41Q: 3 clusters Score -724386.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -724410.375000 Penalty: 4253.896484
	Iteration 42Q: 3 clusters Score -724410.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -724426.687500 Penalty: 4253.896484
	Iteration 43Q: 3 clusters Score -724426.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -724440.625000 Penalty: 4253.896484
	Iteration 44Q: 3 clusters Score -724440.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -724450.187500 Penalty: 4253.896484
	Iteration 45Q: 3 clusters Score -724450.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -724462.062500 Penalty: 4253.896484
	Iteration 46Q: 3 clusters Score -724462.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -724471.062500 Penalty: 4253.896484
	Iteration 47Q: 3 clusters Score -724471.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -724482.250000 Penalty: 4253.896484
	Iteration 48Q: 3 clusters Score -724482.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -724489.375000 Penalty: 4253.896484
	Iteration 49Q: 3 clusters Score -724489.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -724497.062500 Penalty: 4253.896484
	Iteration 50Q: 3 clusters Score -724497.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -724503.375000 Penalty: 4253.896484
	Iteration 51Q: 3 clusters Score -724503.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -724512.375000 Penalty: 4253.896484
	Iteration 52Q: 3 clusters Score -724512.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -724521.250000 Penalty: 4253.896484
	Iteration 53Q: 3 clusters Score -724521.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -724529.187500 Penalty: 4253.896484
	Iteration 54Q: 3 clusters Score -724529.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -724537.437500 Penalty: 4253.896484
	Iteration 55Q: 3 clusters Score -724537.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -724544.687500 Penalty: 4253.896484
	Iteration 56Q: 3 clusters Score -724544.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -724549.625000 Penalty: 4253.896484
	Iteration 57Q: 3 clusters Score -724549.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -724554.500000 Penalty: 4253.896484
	Iteration 58Q: 3 clusters Score -724554.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -724560.062500 Penalty: 4253.896484
	Iteration 59Q: 3 clusters Score -724560.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -724564.812500 Penalty: 4253.896484
	Iteration 60F: 3 clusters Score -724564.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -724567.812500 Penalty: 4253.896484
	Iteration 61Q: 3 clusters Score -724567.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -724574.375000 Penalty: 4253.896484
	Iteration 62Q: 3 clusters Score -724574.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -724582.000000 Penalty: 4253.896484
	Iteration 63Q: 3 clusters Score -724582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -724586.125000 Penalty: 4253.896484
	Iteration 64Q: 3 clusters Score -724586.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -724590.875000 Penalty: 4253.896484
	Iteration 65Q: 3 clusters Score -724590.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -724592.687500 Penalty: 4253.896484
	Iteration 66Q: 3 clusters Score -724592.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -724601.562500 Penalty: 4253.896484
	Iteration 67Q: 3 clusters Score -724601.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -724611.687500 Penalty: 4253.896484
	Iteration 68Q: 3 clusters Score -724611.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -724623.937500 Penalty: 4253.896484
	Iteration 69Q: 3 clusters Score -724623.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -724634.437500 Penalty: 4253.896484
	Iteration 70Q: 3 clusters Score -724634.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -724644.812500 Penalty: 4253.896484
	Iteration 71Q: 3 clusters Score -724644.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -724651.625000 Penalty: 4253.896484
	Iteration 72Q: 3 clusters Score -724651.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -724657.625000 Penalty: 4253.896484
	Iteration 73Q: 3 clusters Score -724657.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -724665.500000 Penalty: 4253.896484
	Iteration 74Q: 3 clusters Score -724665.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -724669.250000 Penalty: 4253.896484
	Iteration 75Q: 3 clusters Score -724669.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -724675.875000 Penalty: 4253.896484
	Iteration 76Q: 3 clusters Score -724675.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -724682.500000 Penalty: 4253.896484
	Iteration 77Q: 3 clusters Score -724682.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -724695.812500 Penalty: 4253.896484
	Iteration 78Q: 3 clusters Score -724695.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -724705.562500 Penalty: 4253.896484
	Iteration 79Q: 3 clusters Score -724705.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -724714.250000 Penalty: 4253.896484
	Iteration 80F: 3 clusters Score -724714.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -724722.000000 Penalty: 4253.896484
	Iteration 81Q: 3 clusters Score -724722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -724730.375000 Penalty: 4253.896484
	Iteration 82Q: 3 clusters Score -724730.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -724733.687500 Penalty: 4253.896484
	Iteration 83Q: 3 clusters Score -724733.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -724737.875000 Penalty: 4253.896484
	Iteration 84Q: 3 clusters Score -724737.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -724746.687500 Penalty: 4253.896484
	Iteration 85Q: 3 clusters Score -724746.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -724750.500000 Penalty: 4253.896484
	Iteration 86Q: 3 clusters Score -724750.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -724751.750000 Penalty: 4253.896484
	Iteration 87Q: 3 clusters Score -724751.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -724752.750000 Penalty: 4253.896484
	Iteration 88Q: 3 clusters Score -724752.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -724755.062500 Penalty: 4253.896484
	Iteration 89Q: 3 clusters Score -724755.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -724759.437500 Penalty: 4253.896484
	Iteration 90Q: 3 clusters Score -724759.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -724761.687500 Penalty: 4253.896484
	Iteration 91Q: 3 clusters Score -724761.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -724766.687500 Penalty: 4253.896484
	Iteration 92Q: 3 clusters Score -724766.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -724767.375000 Penalty: 4253.896484
	Iteration 93Q: 3 clusters Score -724767.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -724770.000000 Penalty: 4253.896484
	Iteration 94Q: 3 clusters Score -724770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -724771.312500 Penalty: 4253.896484
	Iteration 95Q: 3 clusters Score -724771.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -724773.437500 Penalty: 4253.896484
	Iteration 96Q: 3 clusters Score -724773.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -724777.687500 Penalty: 4253.896484
	Iteration 97Q: 3 clusters Score -724777.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -724780.312500 Penalty: 4253.896484
	Iteration 98Q: 3 clusters Score -724780.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -724781.812500 Penalty: 4253.896484
	Iteration 99Q: 3 clusters Score -724781.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -724783.250000 Penalty: 4253.896484
	Iteration 100F: 3 clusters Score -724783.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -724786.500000 Penalty: 4253.896484
	Iteration 101Q: 3 clusters Score -724786.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -724790.375000 Penalty: 4253.896484
	Iteration 102Q: 3 clusters Score -724790.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -724794.937500 Penalty: 4253.896484
	Iteration 103Q: 3 clusters Score -724794.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -724796.750000 Penalty: 4253.896484
	Iteration 104Q: 3 clusters Score -724796.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -724796.812500 Penalty: 4253.896484
	Iteration 105Q: 3 clusters Score -724796.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -724798.312500 Penalty: 4253.896484
	Iteration 106Q: 3 clusters Score -724798.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -724799.187500 Penalty: 4253.896484
	Iteration 107Q: 3 clusters Score -724799.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -724800.937500 Penalty: 4253.896484
	Iteration 108Q: 3 clusters Score -724800.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -724802.937500 Penalty: 4253.896484
	Iteration 109Q: 3 clusters Score -724802.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -724803.062500 Penalty: 4253.896484
	Iteration 110Q: 3 clusters Score -724803.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -724803.062500 Penalty: 4253.896484
	Iteration 111F: 3 clusters Score -724803.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (59164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Entering Unmasked Estep 
Score: -8306344.500000 Penalty: 2725.041016
	Iteration 0F: 2 clusters Score -8306344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -8266557.000000 Penalty: 5450.082031
	Iteration 0F: 3 clusters Score -8266557 nChanged 27551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -8281951.500000 Penalty: 5450.082031
	Iteration 1F: 3 clusters Score -8281952 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -8282488.000000 Penalty: 5450.082031
	Iteration 2Q: 3 clusters Score -8282488 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -8283135.000000 Penalty: 5450.082031
	Iteration 3Q: 3 clusters Score -8283135 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -8283921.500000 Penalty: 5450.082031
	Iteration 4Q: 3 clusters Score -8283922 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -8285043.500000 Penalty: 5450.082031
	Iteration 5Q: 3 clusters Score -8285044 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -8286520.000000 Penalty: 5450.082031
	Iteration 6Q: 3 clusters Score -8286520 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -8288570.500000 Penalty: 5450.082031
	Iteration 7F: 3 clusters Score -8288570 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -8291349.500000 Penalty: 5450.082031
	Iteration 8F: 3 clusters Score -8291350 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -8294732.000000 Penalty: 5450.082031
	Iteration 9F: 3 clusters Score -8294732 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -8297575.500000 Penalty: 5450.082031
	Iteration 10F: 3 clusters Score -8297576 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -8299007.500000 Penalty: 5450.082031
	Iteration 11Q: 3 clusters Score -8299008 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -8299555.500000 Penalty: 5450.082031
	Iteration 12Q: 3 clusters Score -8299556 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -8299903.000000 Penalty: 5450.082031
	Iteration 13Q: 3 clusters Score -8299903 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -8300187.000000 Penalty: 5450.082031
	Iteration 14Q: 3 clusters Score -8300187 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -8300440.000000 Penalty: 5450.082031
	Iteration 15Q: 3 clusters Score -8300440 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -8300651.500000 Penalty: 5450.082031
	Iteration 16Q: 3 clusters Score -8300652 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -8300913.500000 Penalty: 5450.082031
	Iteration 17Q: 3 clusters Score -8300914 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -8301081.500000 Penalty: 5450.082031
	Iteration 18Q: 3 clusters Score -8301082 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -8301206.000000 Penalty: 5450.082031
	Iteration 19Q: 3 clusters Score -8301206 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -8301319.500000 Penalty: 5450.082031
	Iteration 20F: 3 clusters Score -8301320 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -8301432.500000 Penalty: 5450.082031
	Iteration 21Q: 3 clusters Score -8301432 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -8301577.000000 Penalty: 5450.082031
	Iteration 22Q: 3 clusters Score -8301577 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -8301638.000000 Penalty: 5450.082031
	Iteration 23Q: 3 clusters Score -8301638 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -8301707.500000 Penalty: 5450.082031
	Iteration 24Q: 3 clusters Score -8301708 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -8301821.000000 Penalty: 5450.082031
	Iteration 25Q: 3 clusters Score -8301821 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -8301890.000000 Penalty: 5450.082031
	Iteration 26Q: 3 clusters Score -8301890 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -8301968.500000 Penalty: 5450.082031
	Iteration 27Q: 3 clusters Score -8301968 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -8302057.500000 Penalty: 5450.082031
	Iteration 28Q: 3 clusters Score -8302058 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -8302164.500000 Penalty: 5450.082031
	Iteration 29Q: 3 clusters Score -8302164 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -8302238.500000 Penalty: 5450.082031
	Iteration 30Q: 3 clusters Score -8302238 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -8302285.500000 Penalty: 5450.082031
	Iteration 31Q: 3 clusters Score -8302286 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -8302368.500000 Penalty: 5450.082031
	Iteration 32Q: 3 clusters Score -8302368 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -8302405.000000 Penalty: 5450.082031
	Iteration 33Q: 3 clusters Score -8302405 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -8302502.500000 Penalty: 5450.082031
	Iteration 34Q: 3 clusters Score -8302502 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52163 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -8302555.000000 Penalty: 5450.082031
	Iteration 35Q: 3 clusters Score -8302555 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -8302651.000000 Penalty: 5450.082031
	Iteration 36Q: 3 clusters Score -8302651 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -8302719.000000 Penalty: 5450.082031
	Iteration 37Q: 3 clusters Score -8302719 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -8302752.000000 Penalty: 5450.082031
	Iteration 38Q: 3 clusters Score -8302752 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -8302803.500000 Penalty: 5450.082031
	Iteration 39Q: 3 clusters Score -8302804 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53596 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -8302859.500000 Penalty: 5450.082031
	Iteration 40F: 3 clusters Score -8302860 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -8302923.000000 Penalty: 5450.082031
	Iteration 41Q: 3 clusters Score -8302923 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -8303029.000000 Penalty: 5450.082031
	Iteration 42Q: 3 clusters Score -8303029 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -8303106.500000 Penalty: 5450.082031
	Iteration 43Q: 3 clusters Score -8303106 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54617 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -8303185.500000 Penalty: 5450.082031
	Iteration 44Q: 3 clusters Score -8303186 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54865 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -8303261.000000 Penalty: 5450.082031
	Iteration 45Q: 3 clusters Score -8303261 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -8303322.500000 Penalty: 5450.082031
	Iteration 46Q: 3 clusters Score -8303322 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -8303407.500000 Penalty: 5450.082031
	Iteration 47Q: 3 clusters Score -8303408 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55599 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -8303501.000000 Penalty: 5450.082031
	Iteration 48Q: 3 clusters Score -8303501 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -8303587.500000 Penalty: 5450.082031
	Iteration 49Q: 3 clusters Score -8303588 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -8303693.500000 Penalty: 5450.082031
	Iteration 50Q: 3 clusters Score -8303694 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -8303745.500000 Penalty: 5450.082031
	Iteration 51Q: 3 clusters Score -8303746 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -8303789.000000 Penalty: 5450.082031
	Iteration 52Q: 3 clusters Score -8303789 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56588 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -8303860.000000 Penalty: 5450.082031
	Iteration 53Q: 3 clusters Score -8303860 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -8303915.500000 Penalty: 5450.082031
	Iteration 54Q: 3 clusters Score -8303916 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56844 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -8303954.000000 Penalty: 5450.082031
	Iteration 55Q: 3 clusters Score -8303954 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56953 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -8303994.000000 Penalty: 5450.082031
	Iteration 56Q: 3 clusters Score -8303994 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57056 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -8304016.000000 Penalty: 5450.082031
	Iteration 57Q: 3 clusters Score -8304016 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -8304068.000000 Penalty: 5450.082031
	Iteration 58Q: 3 clusters Score -8304068 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57247 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8304089.000000 Penalty: 5450.082031
	Iteration 59Q: 3 clusters Score -8304089 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57320 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -8304127.500000 Penalty: 5450.082031
	Iteration 60F: 3 clusters Score -8304128 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8304155.500000 Penalty: 5450.082031
	Iteration 61Q: 3 clusters Score -8304156 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57462 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8304164.500000 Penalty: 5450.082031
	Iteration 62Q: 3 clusters Score -8304164 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57527 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -8304187.500000 Penalty: 5450.082031
	Iteration 63Q: 3 clusters Score -8304188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57583 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -8304209.000000 Penalty: 5450.082031
	Iteration 64Q: 3 clusters Score -8304209 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57623 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8304233.500000 Penalty: 5450.082031
	Iteration 65Q: 3 clusters Score -8304234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57652 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -8304236.500000 Penalty: 5450.082031
	Iteration 66Q: 3 clusters Score -8304236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57674 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -8304258.500000 Penalty: 5450.082031
	Iteration 67Q: 3 clusters Score -8304258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -8304263.000000 Penalty: 5450.082031
	Iteration 68Q: 3 clusters Score -8304263 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57729 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8304267.500000 Penalty: 5450.082031
	Iteration 69Q: 3 clusters Score -8304268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -8304286.500000 Penalty: 5450.082031
	Iteration 70Q: 3 clusters Score -8304286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57788 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -8304294.500000 Penalty: 5450.082031
	Iteration 71Q: 3 clusters Score -8304294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57815 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -8304309.000000 Penalty: 5450.082031
	Iteration 72Q: 3 clusters Score -8304309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8304320.000000 Penalty: 5450.082031
	Iteration 73Q: 3 clusters Score -8304320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57839 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8304324.000000 Penalty: 5450.082031
	Iteration 74Q: 3 clusters Score -8304324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57848 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -8304321.500000 Penalty: 5450.082031
	Iteration 75Q: 3 clusters Score -8304322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8304321.500000 Penalty: 5450.082031
	Iteration 76Q: 3 clusters Score -8304322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8304326.500000 Penalty: 5450.082031
	Iteration 77Q: 3 clusters Score -8304326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57879 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -8304329.000000 Penalty: 5450.082031
	Iteration 78Q: 3 clusters Score -8304329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57890 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -8304334.000000 Penalty: 5450.082031
	Iteration 79Q: 3 clusters Score -8304334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -8304336.500000 Penalty: 5450.082031
	Iteration 80F: 3 clusters Score -8304336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57903 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8304347.500000 Penalty: 5450.082031
	Iteration 81Q: 3 clusters Score -8304348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57907 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -8304347.500000 Penalty: 5450.082031
	Iteration 82Q: 3 clusters Score -8304348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57909 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -8304350.000000 Penalty: 5450.082031
	Iteration 83Q: 3 clusters Score -8304350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57910 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -8304348.000000 Penalty: 5450.082031
	Iteration 84Q: 3 clusters Score -8304348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57913 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8304346.000000 Penalty: 5450.082031
	Iteration 85Q: 3 clusters Score -8304346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57914 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8304349.500000 Penalty: 5450.082031
	Iteration 86Q: 3 clusters Score -8304350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57914 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8304349.500000 Penalty: 5450.082031
	Iteration 87F: 3 clusters Score -8304350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Entering Unmasked Estep 
Score: -1121338.375000 Penalty: 2239.295654
	Iteration 0F: 2 clusters Score -1121338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1114775.375000 Penalty: 4478.591309
	Iteration 0F: 3 clusters Score -1114775 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1116925.250000 Penalty: 4478.591309
	Iteration 1F: 3 clusters Score -1116925 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1117763.875000 Penalty: 4478.591309
	Iteration 2F: 3 clusters Score -1117764 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1118795.500000 Penalty: 4478.591309
	Iteration 3F: 3 clusters Score -1118796 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1119676.875000 Penalty: 4478.591309
	Iteration 4F: 3 clusters Score -1119677 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1120270.875000 Penalty: 4478.591309
	Iteration 5F: 3 clusters Score -1120271 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1120684.125000 Penalty: 4478.591309
	Iteration 6F: 3 clusters Score -1120684 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1120928.875000 Penalty: 4478.591309
	Iteration 7Q: 3 clusters Score -1120929 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1121113.000000 Penalty: 4478.591309
	Iteration 8Q: 3 clusters Score -1121113 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1121259.625000 Penalty: 4478.591309
	Iteration 9Q: 3 clusters Score -1121260 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1121410.625000 Penalty: 4478.591309
	Iteration 10Q: 3 clusters Score -1121411 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1121528.625000 Penalty: 4478.591309
	Iteration 11Q: 3 clusters Score -1121529 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1121613.375000 Penalty: 4478.591309
	Iteration 12Q: 3 clusters Score -1121613 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1121664.625000 Penalty: 4478.591309
	Iteration 13Q: 3 clusters Score -1121665 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1121713.500000 Penalty: 4478.591309
	Iteration 14Q: 3 clusters Score -1121714 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1121766.000000 Penalty: 4478.591309
	Iteration 15Q: 3 clusters Score -1121766 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1121805.000000 Penalty: 4478.591309
	Iteration 16Q: 3 clusters Score -1121805 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1121827.625000 Penalty: 4478.591309
	Iteration 17Q: 3 clusters Score -1121828 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1121847.500000 Penalty: 4478.591309
	Iteration 18Q: 3 clusters Score -1121848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1121861.250000 Penalty: 4478.591309
	Iteration 19Q: 3 clusters Score -1121861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1121874.875000 Penalty: 4478.591309
	Iteration 20F: 3 clusters Score -1121875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1121881.000000 Penalty: 4478.591309
	Iteration 21Q: 3 clusters Score -1121881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1121882.750000 Penalty: 4478.591309
	Iteration 22Q: 3 clusters Score -1121883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1121882.750000 Penalty: 4478.591309
	Iteration 23Q: 3 clusters Score -1121883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1121884.875000 Penalty: 4478.591309
	Iteration 24Q: 3 clusters Score -1121885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1121882.750000 Penalty: 4478.591309
	Iteration 25Q: 3 clusters Score -1121883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1121884.750000 Penalty: 4478.591309
	Iteration 26Q: 3 clusters Score -1121885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1121885.625000 Penalty: 4478.591309
	Iteration 27Q: 3 clusters Score -1121886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1121885.625000 Penalty: 4478.591309
	Iteration 28Q: 3 clusters Score -1121886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1121885.625000 Penalty: 4478.591309
	Iteration 29Q: 3 clusters Score -1121886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1121885.625000 Penalty: 4478.591309
	Iteration 30F: 3 clusters Score -1121886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153019 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 201391 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12168 members 
Mstep: Class 10 contains 146563 members 
Mstep: Class 11 contains 47428 members 
Mstep: Class 12 contains 5579 members 
Mstep: Class 13 contains 35784 members 
Mstep: Class 14 contains 49954 members 
Mstep: Class 15 contains 53702 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13825 members 
Mstep: Class 18 contains 35799 members 
Mstep: Class 19 contains 16068 members 
Mstep: Class 20 contains 27194 members 
Mstep: Class 21 contains 39594 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 2789 members 
Mstep: Class 25 contains 8215 members 
Mstep: Class 26 contains 5305 members 
Mstep: Class 27 contains 59164 members 
Mstep: Class 28 contains 6358 members 
Mstep: Class 29 contains 66756 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 1987 members 
Entering Unmasked Estep 
Score: -142942080.000000 Penalty: 106614.398438
Splitting cluster 28 changes total score from -142942880.000000 to -142942080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (66756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66756 members 
Entering Unmasked Estep 
Score: -9337159.000000 Penalty: 2754.982422
	Iteration 0F: 2 clusters Score -9337159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -9292468.000000 Penalty: 5509.964844
	Iteration 0F: 3 clusters Score -9292468 nChanged 31134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -9309717.000000 Penalty: 5509.964844
	Iteration 1F: 3 clusters Score -9309717 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -9310305.000000 Penalty: 5509.964844
	Iteration 2Q: 3 clusters Score -9310305 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -9310786.000000 Penalty: 5509.964844
	Iteration 3Q: 3 clusters Score -9310786 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -9311212.000000 Penalty: 5509.964844
	Iteration 4Q: 3 clusters Score -9311212 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -9311640.000000 Penalty: 5509.964844
	Iteration 5Q: 3 clusters Score -9311640 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -9312048.000000 Penalty: 5509.964844
	Iteration 6Q: 3 clusters Score -9312048 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -9312540.000000 Penalty: 5509.964844
	Iteration 7Q: 3 clusters Score -9312540 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -9312994.000000 Penalty: 5509.964844
	Iteration 8Q: 3 clusters Score -9312994 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -9313612.000000 Penalty: 5509.964844
	Iteration 9Q: 3 clusters Score -9313612 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -9314489.000000 Penalty: 5509.964844
	Iteration 10Q: 3 clusters Score -9314489 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -9315896.000000 Penalty: 5509.964844
	Iteration 11Q: 3 clusters Score -9315896 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -9317776.000000 Penalty: 5509.964844
	Iteration 12Q: 3 clusters Score -9317776 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -9320114.000000 Penalty: 5509.964844
	Iteration 13F: 3 clusters Score -9320114 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -9322251.000000 Penalty: 5509.964844
	Iteration 14F: 3 clusters Score -9322251 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -9323578.000000 Penalty: 5509.964844
	Iteration 15Q: 3 clusters Score -9323578 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -9324376.000000 Penalty: 5509.964844
	Iteration 16Q: 3 clusters Score -9324376 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -9324938.000000 Penalty: 5509.964844
	Iteration 17Q: 3 clusters Score -9324938 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -9325487.000000 Penalty: 5509.964844
	Iteration 18Q: 3 clusters Score -9325487 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 51342 members 
Entering Unmasked Estep 
Score: -9326020.000000 Penalty: 5509.964844
	Iteration 19Q: 3 clusters Score -9326020 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -9326527.000000 Penalty: 5509.964844
	Iteration 20F: 3 clusters Score -9326527 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -9327114.000000 Penalty: 5509.964844
	Iteration 21Q: 3 clusters Score -9327114 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -9327772.000000 Penalty: 5509.964844
	Iteration 22Q: 3 clusters Score -9327772 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 56622 members 
Entering Unmasked Estep 
Score: -9328403.000000 Penalty: 5509.964844
	Iteration 23Q: 3 clusters Score -9328403 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 57984 members 
Entering Unmasked Estep 
Score: -9329197.000000 Penalty: 5509.964844
	Iteration 24Q: 3 clusters Score -9329197 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 59334 members 
Entering Unmasked Estep 
Score: -9330026.000000 Penalty: 5509.964844
	Iteration 25Q: 3 clusters Score -9330026 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 60539 members 
Entering Unmasked Estep 
Score: -9330779.000000 Penalty: 5509.964844
	Iteration 26Q: 3 clusters Score -9330779 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 61643 members 
Entering Unmasked Estep 
Score: -9331425.000000 Penalty: 5509.964844
	Iteration 27Q: 3 clusters Score -9331425 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 62668 members 
Entering Unmasked Estep 
Score: -9332058.000000 Penalty: 5509.964844
	Iteration 28Q: 3 clusters Score -9332058 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 63572 members 
Entering Unmasked Estep 
Score: -9332684.000000 Penalty: 5509.964844
	Iteration 29Q: 3 clusters Score -9332684 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 64320 members 
Entering Unmasked Estep 
Score: -9333185.000000 Penalty: 5509.964844
	Iteration 30Q: 3 clusters Score -9333185 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 64921 members 
Entering Unmasked Estep 
Score: -9333607.000000 Penalty: 5509.964844
	Iteration 31Q: 3 clusters Score -9333607 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 65362 members 
Entering Unmasked Estep 
Score: -9333934.000000 Penalty: 5509.964844
	Iteration 32Q: 3 clusters Score -9333934 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 65677 members 
Entering Unmasked Estep 
Score: -9334165.000000 Penalty: 5509.964844
	Iteration 33Q: 3 clusters Score -9334165 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 65906 members 
Entering Unmasked Estep 
Score: -9334310.000000 Penalty: 5509.964844
	Iteration 34Q: 3 clusters Score -9334310 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 66062 members 
Entering Unmasked Estep 
Score: -9334455.000000 Penalty: 5509.964844
	Iteration 35Q: 3 clusters Score -9334455 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 66166 members 
Entering Unmasked Estep 
Score: -9334523.000000 Penalty: 5509.964844
	Iteration 36Q: 3 clusters Score -9334523 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 66222 members 
Entering Unmasked Estep 
Score: -9334599.000000 Penalty: 5509.964844
	Iteration 37Q: 3 clusters Score -9334599 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 66255 members 
Entering Unmasked Estep 
Score: -9334626.000000 Penalty: 5509.964844
	Iteration 38Q: 3 clusters Score -9334626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 66283 members 
Entering Unmasked Estep 
Score: -9334662.000000 Penalty: 5509.964844
	Iteration 39Q: 3 clusters Score -9334662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 66302 members 
Entering Unmasked Estep 
Score: -9334670.000000 Penalty: 5509.964844
	Iteration 40F: 3 clusters Score -9334670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 66320 members 
Entering Unmasked Estep 
Score: -9334693.000000 Penalty: 5509.964844
	Iteration 41Q: 3 clusters Score -9334693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 66333 members 
Entering Unmasked Estep 
Score: -9334707.000000 Penalty: 5509.964844
	Iteration 42Q: 3 clusters Score -9334707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 66343 members 
Entering Unmasked Estep 
Score: -9334713.000000 Penalty: 5509.964844
	Iteration 43Q: 3 clusters Score -9334713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 66352 members 
Entering Unmasked Estep 
Score: -9334728.000000 Penalty: 5509.964844
	Iteration 44Q: 3 clusters Score -9334728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 66358 members 
Entering Unmasked Estep 
Score: -9334733.000000 Penalty: 5509.964844
	Iteration 45Q: 3 clusters Score -9334733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 66364 members 
Entering Unmasked Estep 
Score: -9334737.000000 Penalty: 5509.964844
	Iteration 46Q: 3 clusters Score -9334737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 66368 members 
Entering Unmasked Estep 
Score: -9334738.000000 Penalty: 5509.964844
	Iteration 47Q: 3 clusters Score -9334738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 66375 members 
Entering Unmasked Estep 
Score: -9334743.000000 Penalty: 5509.964844
	Iteration 48Q: 3 clusters Score -9334743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 66376 members 
Entering Unmasked Estep 
Score: -9334738.000000 Penalty: 5509.964844
	Iteration 49Q: 3 clusters Score -9334738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 66378 members 
Entering Unmasked Estep 
Score: -9334748.000000 Penalty: 5509.964844
	Iteration 50Q: 3 clusters Score -9334748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 66378 members 
Entering Unmasked Estep 
Score: -9334748.000000 Penalty: 5509.964844
	Iteration 51F: 3 clusters Score -9334748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -95599.953125 Penalty: 1639.118652
	Iteration 0F: 2 clusters Score -95599.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -93907.843750 Penalty: 3278.237305
	Iteration 0F: 3 clusters Score -93907.84 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -94252.406250 Penalty: 3278.237305
	Iteration 1F: 3 clusters Score -94252.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -94492.484375 Penalty: 3278.237305
	Iteration 2F: 3 clusters Score -94492.48 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -94783.726562 Penalty: 3278.237305
	Iteration 3F: 3 clusters Score -94783.73 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -94888.601562 Penalty: 3278.237305
	Iteration 4F: 3 clusters Score -94888.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -94937.500000 Penalty: 3278.237305
	Iteration 5Q: 3 clusters Score -94937.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -94984.187500 Penalty: 3278.237305
	Iteration 6Q: 3 clusters Score -94984.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -95011.984375 Penalty: 3278.237305
	Iteration 7Q: 3 clusters Score -95011.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -95027.476562 Penalty: 3278.237305
	Iteration 8Q: 3 clusters Score -95027.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -95041.664062 Penalty: 3278.237305
	Iteration 9Q: 3 clusters Score -95041.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -95055.742188 Penalty: 3278.237305
	Iteration 10Q: 3 clusters Score -95055.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -95069.718750 Penalty: 3278.237305
	Iteration 11Q: 3 clusters Score -95069.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -95084.171875 Penalty: 3278.237305
	Iteration 12Q: 3 clusters Score -95084.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -95089.789062 Penalty: 3278.237305
	Iteration 13Q: 3 clusters Score -95089.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -95106.750000 Penalty: 3278.237305
	Iteration 14Q: 3 clusters Score -95106.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -95136.546875 Penalty: 3278.237305
	Iteration 15Q: 3 clusters Score -95136.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -95157.843750 Penalty: 3278.237305
	Iteration 16Q: 3 clusters Score -95157.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -95160.023438 Penalty: 3278.237305
	Iteration 17Q: 3 clusters Score -95160.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -95160.023438 Penalty: 3278.237305
	Iteration 18F: 3 clusters Score -95160.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153019 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 201391 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12168 members 
Mstep: Class 10 contains 146563 members 
Mstep: Class 11 contains 47428 members 
Mstep: Class 12 contains 5579 members 
Mstep: Class 13 contains 35784 members 
Mstep: Class 14 contains 49954 members 
Mstep: Class 15 contains 53702 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13825 members 
Mstep: Class 18 contains 35799 members 
Mstep: Class 19 contains 16068 members 
Mstep: Class 20 contains 27194 members 
Mstep: Class 21 contains 39594 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 2789 members 
Mstep: Class 25 contains 8215 members 
Mstep: Class 26 contains 5305 members 
Mstep: Class 27 contains 59164 members 
Mstep: Class 28 contains 8345 members 
Mstep: Class 29 contains 66756 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942912.000000 Penalty: 103175.226562
Iteration 159Q: 31 clusters Score -1.429429e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153022 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 201389 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12173 members 
Mstep: Class 10 contains 146556 members 
Mstep: Class 11 contains 47426 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 35784 members 
Mstep: Class 14 contains 49956 members 
Mstep: Class 15 contains 53701 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13831 members 
Mstep: Class 18 contains 35800 members 
Mstep: Class 19 contains 16073 members 
Mstep: Class 20 contains 27198 members 
Mstep: Class 21 contains 39594 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 2788 members 
Mstep: Class 25 contains 8204 members 
Mstep: Class 26 contains 5305 members 
Mstep: Class 27 contains 59162 members 
Mstep: Class 28 contains 8344 members 
Mstep: Class 29 contains 66759 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942832.000000 Penalty: 103175.226562
Iteration 160F: 31 clusters Score -1.429428e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153025 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 201388 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12177 members 
Mstep: Class 10 contains 146546 members 
Mstep: Class 11 contains 47425 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 35783 members 
Mstep: Class 14 contains 49959 members 
Mstep: Class 15 contains 53700 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13838 members 
Mstep: Class 18 contains 35798 members 
Mstep: Class 19 contains 16083 members 
Mstep: Class 20 contains 27197 members 
Mstep: Class 21 contains 39595 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5559 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 8193 members 
Mstep: Class 26 contains 5305 members 
Mstep: Class 27 contains 59164 members 
Mstep: Class 28 contains 8342 members 
Mstep: Class 29 contains 66761 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942880.000000 Penalty: 103175.226562
Iteration 161Q: 31 clusters Score -1.429429e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153027 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 201390 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12186 members 
Mstep: Class 10 contains 146534 members 
Mstep: Class 11 contains 47423 members 
Mstep: Class 12 contains 5575 members 
Mstep: Class 13 contains 35782 members 
Mstep: Class 14 contains 49964 members 
Mstep: Class 15 contains 53700 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13840 members 
Mstep: Class 18 contains 35795 members 
Mstep: Class 19 contains 16088 members 
Mstep: Class 20 contains 27197 members 
Mstep: Class 21 contains 39594 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5561 members 
Mstep: Class 24 contains 2785 members 
Mstep: Class 25 contains 8184 members 
Mstep: Class 26 contains 5307 members 
Mstep: Class 27 contains 59165 members 
Mstep: Class 28 contains 8341 members 
Mstep: Class 29 contains 66763 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942880.000000 Penalty: 103175.226562
Iteration 162Q: 31 clusters Score -1.429429e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153031 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 201385 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12193 members 
Mstep: Class 10 contains 146528 members 
Mstep: Class 11 contains 47421 members 
Mstep: Class 12 contains 5574 members 
Mstep: Class 13 contains 35781 members 
Mstep: Class 14 contains 49967 members 
Mstep: Class 15 contains 53700 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13841 members 
Mstep: Class 18 contains 35792 members 
Mstep: Class 19 contains 16092 members 
Mstep: Class 20 contains 27197 members 
Mstep: Class 21 contains 39595 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5562 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 8178 members 
Mstep: Class 26 contains 5307 members 
Mstep: Class 27 contains 59166 members 
Mstep: Class 28 contains 8337 members 
Mstep: Class 29 contains 66768 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942800.000000 Penalty: 103175.226562
Iteration 163Q: 31 clusters Score -1.429428e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153036 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 201377 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12202 members 
Mstep: Class 10 contains 146528 members 
Mstep: Class 11 contains 47419 members 
Mstep: Class 12 contains 5571 members 
Mstep: Class 13 contains 35779 members 
Mstep: Class 14 contains 49972 members 
Mstep: Class 15 contains 53701 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13839 members 
Mstep: Class 18 contains 35791 members 
Mstep: Class 19 contains 16095 members 
Mstep: Class 20 contains 27193 members 
Mstep: Class 21 contains 39596 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5563 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 8172 members 
Mstep: Class 26 contains 5307 members 
Mstep: Class 27 contains 59169 members 
Mstep: Class 28 contains 8334 members 
Mstep: Class 29 contains 66771 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942896.000000 Penalty: 103175.226562
Iteration 164Q: 31 clusters Score -1.429429e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153036 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 201372 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12217 members 
Mstep: Class 10 contains 146527 members 
Mstep: Class 11 contains 47417 members 
Mstep: Class 12 contains 5571 members 
Mstep: Class 13 contains 35778 members 
Mstep: Class 14 contains 49973 members 
Mstep: Class 15 contains 53701 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13835 members 
Mstep: Class 18 contains 35789 members 
Mstep: Class 19 contains 16098 members 
Mstep: Class 20 contains 27191 members 
Mstep: Class 21 contains 39596 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5563 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 8165 members 
Mstep: Class 26 contains 5308 members 
Mstep: Class 27 contains 59171 members 
Mstep: Class 28 contains 8334 members 
Mstep: Class 29 contains 66773 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942800.000000 Penalty: 103175.226562
Iteration 165Q: 31 clusters Score -1.429428e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153038 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 201370 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12230 members 
Mstep: Class 10 contains 146528 members 
Mstep: Class 11 contains 47416 members 
Mstep: Class 12 contains 5569 members 
Mstep: Class 13 contains 35778 members 
Mstep: Class 14 contains 49974 members 
Mstep: Class 15 contains 53703 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13832 members 
Mstep: Class 18 contains 35788 members 
Mstep: Class 19 contains 16101 members 
Mstep: Class 20 contains 27186 members 
Mstep: Class 21 contains 39598 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5563 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 8155 members 
Mstep: Class 26 contains 5309 members 
Mstep: Class 27 contains 59171 members 
Mstep: Class 28 contains 8334 members 
Mstep: Class 29 contains 66773 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942848.000000 Penalty: 103175.226562
Iteration 166Q: 31 clusters Score -1.429428e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153041 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 201371 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12240 members 
Mstep: Class 10 contains 146527 members 
Mstep: Class 11 contains 47414 members 
Mstep: Class 12 contains 5568 members 
Mstep: Class 13 contains 35776 members 
Mstep: Class 14 contains 49976 members 
Mstep: Class 15 contains 53701 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13826 members 
Mstep: Class 18 contains 35785 members 
Mstep: Class 19 contains 16101 members 
Mstep: Class 20 contains 27187 members 
Mstep: Class 21 contains 39601 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5563 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 8151 members 
Mstep: Class 26 contains 5309 members 
Mstep: Class 27 contains 59171 members 
Mstep: Class 28 contains 8335 members 
Mstep: Class 29 contains 66773 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942816.000000 Penalty: 103175.226562
Iteration 167Q: 31 clusters Score -1.429428e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153045 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 201373 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12252 members 
Mstep: Class 10 contains 146525 members 
Mstep: Class 11 contains 47413 members 
Mstep: Class 12 contains 5572 members 
Mstep: Class 13 contains 35774 members 
Mstep: Class 14 contains 49980 members 
Mstep: Class 15 contains 53701 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13823 members 
Mstep: Class 18 contains 35787 members 
Mstep: Class 19 contains 16101 members 
Mstep: Class 20 contains 27181 members 
Mstep: Class 21 contains 39601 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5563 members 
Mstep: Class 24 contains 2787 members 
Mstep: Class 25 contains 8138 members 
Mstep: Class 26 contains 5309 members 
Mstep: Class 27 contains 59169 members 
Mstep: Class 28 contains 8335 members 
Mstep: Class 29 contains 66773 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942800.000000 Penalty: 103175.226562
Iteration 168Q: 31 clusters Score -1.429428e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153049 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 201374 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12271 members 
Mstep: Class 10 contains 146523 members 
Mstep: Class 11 contains 47413 members 
Mstep: Class 12 contains 5573 members 
Mstep: Class 13 contains 35773 members 
Mstep: Class 14 contains 49983 members 
Mstep: Class 15 contains 53699 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13819 members 
Mstep: Class 18 contains 35785 members 
Mstep: Class 19 contains 16100 members 
Mstep: Class 20 contains 27177 members 
Mstep: Class 21 contains 39603 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5563 members 
Mstep: Class 24 contains 2789 members 
Mstep: Class 25 contains 8126 members 
Mstep: Class 26 contains 5309 members 
Mstep: Class 27 contains 59166 members 
Mstep: Class 28 contains 8335 members 
Mstep: Class 29 contains 66772 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942928.000000 Penalty: 103175.226562
Iteration 169Q: 31 clusters Score -1.429429e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153050 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 201375 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12281 members 
Mstep: Class 10 contains 146521 members 
Mstep: Class 11 contains 47413 members 
Mstep: Class 12 contains 5574 members 
Mstep: Class 13 contains 35772 members 
Mstep: Class 14 contains 49985 members 
Mstep: Class 15 contains 53699 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13815 members 
Mstep: Class 18 contains 35786 members 
Mstep: Class 19 contains 16100 members 
Mstep: Class 20 contains 27179 members 
Mstep: Class 21 contains 39604 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5563 members 
Mstep: Class 24 contains 2788 members 
Mstep: Class 25 contains 8115 members 
Mstep: Class 26 contains 5309 members 
Mstep: Class 27 contains 59165 members 
Mstep: Class 28 contains 8335 members 
Mstep: Class 29 contains 66773 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942896.000000 Penalty: 103175.226562
Iteration 170Q: 31 clusters Score -1.429429e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153051 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 201377 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12288 members 
Mstep: Class 10 contains 146519 members 
Mstep: Class 11 contains 47413 members 
Mstep: Class 12 contains 5575 members 
Mstep: Class 13 contains 35769 members 
Mstep: Class 14 contains 49987 members 
Mstep: Class 15 contains 53698 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13814 members 
Mstep: Class 18 contains 35787 members 
Mstep: Class 19 contains 16102 members 
Mstep: Class 20 contains 27181 members 
Mstep: Class 21 contains 39609 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5563 members 
Mstep: Class 24 contains 2787 members 
Mstep: Class 25 contains 8099 members 
Mstep: Class 26 contains 5309 members 
Mstep: Class 27 contains 59164 members 
Mstep: Class 28 contains 8336 members 
Mstep: Class 29 contains 66774 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942960.000000 Penalty: 103175.226562
Iteration 171Q: 31 clusters Score -1.42943e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153052 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 201377 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12300 members 
Mstep: Class 10 contains 146515 members 
Mstep: Class 11 contains 47412 members 
Mstep: Class 12 contains 5576 members 
Mstep: Class 13 contains 35768 members 
Mstep: Class 14 contains 49988 members 
Mstep: Class 15 contains 53697 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13810 members 
Mstep: Class 18 contains 35785 members 
Mstep: Class 19 contains 16104 members 
Mstep: Class 20 contains 27177 members 
Mstep: Class 21 contains 39610 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5563 members 
Mstep: Class 24 contains 2787 members 
Mstep: Class 25 contains 8096 members 
Mstep: Class 26 contains 5309 members 
Mstep: Class 27 contains 59164 members 
Mstep: Class 28 contains 8337 members 
Mstep: Class 29 contains 66774 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942896.000000 Penalty: 103175.226562
Iteration 172Q: 31 clusters Score -1.429429e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153055 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 201376 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12306 members 
Mstep: Class 10 contains 146512 members 
Mstep: Class 11 contains 47410 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 35765 members 
Mstep: Class 14 contains 49990 members 
Mstep: Class 15 contains 53697 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13809 members 
Mstep: Class 18 contains 35787 members 
Mstep: Class 19 contains 16106 members 
Mstep: Class 20 contains 27178 members 
Mstep: Class 21 contains 39608 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5563 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 8087 members 
Mstep: Class 26 contains 5309 members 
Mstep: Class 27 contains 59167 members 
Mstep: Class 28 contains 8337 members 
Mstep: Class 29 contains 66776 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942848.000000 Penalty: 103175.226562
Iteration 173Q: 31 clusters Score -1.429428e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153057 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 201377 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12312 members 
Mstep: Class 10 contains 146513 members 
Mstep: Class 11 contains 47407 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 35764 members 
Mstep: Class 14 contains 49989 members 
Mstep: Class 15 contains 53696 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13807 members 
Mstep: Class 18 contains 35788 members 
Mstep: Class 19 contains 16112 members 
Mstep: Class 20 contains 27173 members 
Mstep: Class 21 contains 39610 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5562 members 
Mstep: Class 24 contains 2785 members 
Mstep: Class 25 contains 8085 members 
Mstep: Class 26 contains 5309 members 
Mstep: Class 27 contains 59168 members 
Mstep: Class 28 contains 8336 members 
Mstep: Class 29 contains 66774 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942832.000000 Penalty: 103175.226562
Iteration 174Q: 31 clusters Score -1.429428e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153058 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 201380 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12316 members 
Mstep: Class 10 contains 146514 members 
Mstep: Class 11 contains 47407 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 35761 members 
Mstep: Class 14 contains 49990 members 
Mstep: Class 15 contains 53694 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13804 members 
Mstep: Class 18 contains 35790 members 
Mstep: Class 19 contains 16114 members 
Mstep: Class 20 contains 27167 members 
Mstep: Class 21 contains 39612 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5561 members 
Mstep: Class 24 contains 2785 members 
Mstep: Class 25 contains 8080 members 
Mstep: Class 26 contains 5309 members 
Mstep: Class 27 contains 59173 members 
Mstep: Class 28 contains 8335 members 
Mstep: Class 29 contains 66774 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942832.000000 Penalty: 103175.226562
Iteration 175Q: 31 clusters Score -1.429428e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153057 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 7 contains 201379 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12316 members 
Mstep: Class 10 contains 146516 members 
Mstep: Class 11 contains 47407 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 35761 members 
Mstep: Class 14 contains 49992 members 
Mstep: Class 15 contains 53692 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13806 members 
Mstep: Class 18 contains 35791 members 
Mstep: Class 19 contains 16120 members 
Mstep: Class 20 contains 27158 members 
Mstep: Class 21 contains 39614 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5561 members 
Mstep: Class 24 contains 2784 members 
Mstep: Class 25 contains 8074 members 
Mstep: Class 26 contains 5309 members 
Mstep: Class 27 contains 59175 members 
Mstep: Class 28 contains 8335 members 
Mstep: Class 29 contains 66774 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942720.000000 Penalty: 103175.226562
Iteration 176Q: 31 clusters Score -1.429427e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153056 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 7 contains 201380 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12324 members 
Mstep: Class 10 contains 146511 members 
Mstep: Class 11 contains 47407 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 35759 members 
Mstep: Class 14 contains 49994 members 
Mstep: Class 15 contains 53692 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13807 members 
Mstep: Class 18 contains 35789 members 
Mstep: Class 19 contains 16128 members 
Mstep: Class 20 contains 27157 members 
Mstep: Class 21 contains 39613 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5561 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 8070 members 
Mstep: Class 26 contains 5309 members 
Mstep: Class 27 contains 59174 members 
Mstep: Class 28 contains 8333 members 
Mstep: Class 29 contains 66773 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942784.000000 Penalty: 103175.226562
Iteration 177Q: 31 clusters Score -1.429428e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153059 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 201380 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12326 members 
Mstep: Class 10 contains 146510 members 
Mstep: Class 11 contains 47402 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 35758 members 
Mstep: Class 14 contains 49991 members 
Mstep: Class 15 contains 53691 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13808 members 
Mstep: Class 18 contains 35788 members 
Mstep: Class 19 contains 16136 members 
Mstep: Class 20 contains 27153 members 
Mstep: Class 21 contains 39612 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5561 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 8069 members 
Mstep: Class 26 contains 5309 members 
Mstep: Class 27 contains 59176 members 
Mstep: Class 28 contains 8333 members 
Mstep: Class 29 contains 66773 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942752.000000 Penalty: 103175.226562
Iteration 178Q: 31 clusters Score -1.429428e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153055 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1294 members 
Mstep: Class 7 contains 201382 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12336 members 
Mstep: Class 10 contains 146506 members 
Mstep: Class 11 contains 47398 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 35755 members 
Mstep: Class 14 contains 49988 members 
Mstep: Class 15 contains 53689 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13807 members 
Mstep: Class 18 contains 35788 members 
Mstep: Class 19 contains 16148 members 
Mstep: Class 20 contains 27148 members 
Mstep: Class 21 contains 39612 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 8066 members 
Mstep: Class 26 contains 5309 members 
Mstep: Class 27 contains 59181 members 
Mstep: Class 28 contains 8333 members 
Mstep: Class 29 contains 66775 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942832.000000 Penalty: 103175.226562
Iteration 179Q: 31 clusters Score -1.429428e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153053 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201380 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 146499 members 
Mstep: Class 11 contains 47390 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 35754 members 
Mstep: Class 14 contains 49987 members 
Mstep: Class 15 contains 53690 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13804 members 
Mstep: Class 18 contains 35788 members 
Mstep: Class 19 contains 16162 members 
Mstep: Class 20 contains 27143 members 
Mstep: Class 21 contains 39611 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5561 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 8062 members 
Mstep: Class 26 contains 5309 members 
Mstep: Class 27 contains 59188 members 
Mstep: Class 28 contains 8332 members 
Mstep: Class 29 contains 66779 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942752.000000 Penalty: 103175.226562
Iteration 180F: 31 clusters Score -1.429428e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153052 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201382 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12348 members 
Mstep: Class 10 contains 146498 members 
Mstep: Class 11 contains 47386 members 
Mstep: Class 12 contains 5576 members 
Mstep: Class 13 contains 35755 members 
Mstep: Class 14 contains 49983 members 
Mstep: Class 15 contains 53690 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13802 members 
Mstep: Class 18 contains 35788 members 
Mstep: Class 19 contains 16171 members 
Mstep: Class 20 contains 27136 members 
Mstep: Class 21 contains 39612 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5562 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 8064 members 
Mstep: Class 26 contains 5309 members 
Mstep: Class 27 contains 59187 members 
Mstep: Class 28 contains 8331 members 
Mstep: Class 29 contains 66782 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942688.000000 Penalty: 103175.226562
Iteration 181Q: 31 clusters Score -1.429427e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153051 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201379 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12353 members 
Mstep: Class 10 contains 146498 members 
Mstep: Class 11 contains 47383 members 
Mstep: Class 12 contains 5576 members 
Mstep: Class 13 contains 35756 members 
Mstep: Class 14 contains 49982 members 
Mstep: Class 15 contains 53689 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13799 members 
Mstep: Class 18 contains 35788 members 
Mstep: Class 19 contains 16176 members 
Mstep: Class 20 contains 27132 members 
Mstep: Class 21 contains 39613 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5565 members 
Mstep: Class 24 contains 2779 members 
Mstep: Class 25 contains 8064 members 
Mstep: Class 26 contains 5309 members 
Mstep: Class 27 contains 59191 members 
Mstep: Class 28 contains 8330 members 
Mstep: Class 29 contains 66781 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942768.000000 Penalty: 103175.226562
Iteration 182Q: 31 clusters Score -1.429428e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153050 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201376 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12355 members 
Mstep: Class 10 contains 146490 members 
Mstep: Class 11 contains 47379 members 
Mstep: Class 12 contains 5576 members 
Mstep: Class 13 contains 35756 members 
Mstep: Class 14 contains 49982 members 
Mstep: Class 15 contains 53689 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 13799 members 
Mstep: Class 18 contains 35788 members 
Mstep: Class 19 contains 16192 members 
Mstep: Class 20 contains 27126 members 
Mstep: Class 21 contains 39614 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5566 members 
Mstep: Class 24 contains 2777 members 
Mstep: Class 25 contains 8062 members 
Mstep: Class 26 contains 5309 members 
Mstep: Class 27 contains 59198 members 
Mstep: Class 28 contains 8330 members 
Mstep: Class 29 contains 66781 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942720.000000 Penalty: 103175.226562
Iteration 183Q: 31 clusters Score -1.429427e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153052 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201378 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12357 members 
Mstep: Class 10 contains 146487 members 
Mstep: Class 11 contains 47377 members 
Mstep: Class 12 contains 5576 members 
Mstep: Class 13 contains 35755 members 
Mstep: Class 14 contains 49982 members 
Mstep: Class 15 contains 53689 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 13799 members 
Mstep: Class 18 contains 35788 members 
Mstep: Class 19 contains 16201 members 
Mstep: Class 20 contains 27117 members 
Mstep: Class 21 contains 39613 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5568 members 
Mstep: Class 24 contains 2773 members 
Mstep: Class 25 contains 8062 members 
Mstep: Class 26 contains 5309 members 
Mstep: Class 27 contains 59202 members 
Mstep: Class 28 contains 8329 members 
Mstep: Class 29 contains 66781 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942736.000000 Penalty: 103175.226562
Iteration 184Q: 31 clusters Score -1.429427e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153051 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201379 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12362 members 
Mstep: Class 10 contains 146483 members 
Mstep: Class 11 contains 47373 members 
Mstep: Class 12 contains 5576 members 
Mstep: Class 13 contains 35755 members 
Mstep: Class 14 contains 49983 members 
Mstep: Class 15 contains 53689 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 13797 members 
Mstep: Class 18 contains 35786 members 
Mstep: Class 19 contains 16209 members 
Mstep: Class 20 contains 27114 members 
Mstep: Class 21 contains 39614 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5569 members 
Mstep: Class 24 contains 2771 members 
Mstep: Class 25 contains 8060 members 
Mstep: Class 26 contains 5309 members 
Mstep: Class 27 contains 59206 members 
Mstep: Class 28 contains 8328 members 
Mstep: Class 29 contains 66781 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942752.000000 Penalty: 103175.226562
Iteration 185Q: 31 clusters Score -1.429428e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153049 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201380 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12366 members 
Mstep: Class 10 contains 146479 members 
Mstep: Class 11 contains 47371 members 
Mstep: Class 12 contains 5576 members 
Mstep: Class 13 contains 35754 members 
Mstep: Class 14 contains 49984 members 
Mstep: Class 15 contains 53689 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 13796 members 
Mstep: Class 18 contains 35783 members 
Mstep: Class 19 contains 16218 members 
Mstep: Class 20 contains 27113 members 
Mstep: Class 21 contains 39612 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2769 members 
Mstep: Class 25 contains 8061 members 
Mstep: Class 26 contains 5309 members 
Mstep: Class 27 contains 59209 members 
Mstep: Class 28 contains 8326 members 
Mstep: Class 29 contains 66781 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942720.000000 Penalty: 103175.226562
Iteration 186Q: 31 clusters Score -1.429427e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153047 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201376 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12371 members 
Mstep: Class 10 contains 146474 members 
Mstep: Class 11 contains 47371 members 
Mstep: Class 12 contains 5575 members 
Mstep: Class 13 contains 35754 members 
Mstep: Class 14 contains 49983 members 
Mstep: Class 15 contains 53689 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 13795 members 
Mstep: Class 18 contains 35781 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 27112 members 
Mstep: Class 21 contains 39612 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2770 members 
Mstep: Class 25 contains 8058 members 
Mstep: Class 26 contains 5307 members 
Mstep: Class 27 contains 59210 members 
Mstep: Class 28 contains 8326 members 
Mstep: Class 29 contains 66781 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942688.000000 Penalty: 103175.226562
Iteration 187Q: 31 clusters Score -1.429427e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153045 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201371 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12371 members 
Mstep: Class 10 contains 146473 members 
Mstep: Class 11 contains 47369 members 
Mstep: Class 12 contains 5575 members 
Mstep: Class 13 contains 35754 members 
Mstep: Class 14 contains 49983 members 
Mstep: Class 15 contains 53689 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 13795 members 
Mstep: Class 18 contains 35778 members 
Mstep: Class 19 contains 16244 members 
Mstep: Class 20 contains 27111 members 
Mstep: Class 21 contains 39613 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2769 members 
Mstep: Class 25 contains 8058 members 
Mstep: Class 26 contains 5307 members 
Mstep: Class 27 contains 59211 members 
Mstep: Class 28 contains 8326 members 
Mstep: Class 29 contains 66783 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942688.000000 Penalty: 103175.226562
Iteration 188Q: 31 clusters Score -1.429427e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153044 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201366 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12371 members 
Mstep: Class 10 contains 146474 members 
Mstep: Class 11 contains 47368 members 
Mstep: Class 12 contains 5574 members 
Mstep: Class 13 contains 35755 members 
Mstep: Class 14 contains 49982 members 
Mstep: Class 15 contains 53688 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 13795 members 
Mstep: Class 18 contains 35776 members 
Mstep: Class 19 contains 16251 members 
Mstep: Class 20 contains 27107 members 
Mstep: Class 21 contains 39612 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2769 members 
Mstep: Class 25 contains 8060 members 
Mstep: Class 26 contains 5307 members 
Mstep: Class 27 contains 59219 members 
Mstep: Class 28 contains 8326 members 
Mstep: Class 29 contains 66781 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942656.000000 Penalty: 103175.226562
Iteration 189Q: 31 clusters Score -1.429427e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153043 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201366 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12371 members 
Mstep: Class 10 contains 146475 members 
Mstep: Class 11 contains 47366 members 
Mstep: Class 12 contains 5574 members 
Mstep: Class 13 contains 35755 members 
Mstep: Class 14 contains 49982 members 
Mstep: Class 15 contains 53685 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 13795 members 
Mstep: Class 18 contains 35775 members 
Mstep: Class 19 contains 16250 members 
Mstep: Class 20 contains 27103 members 
Mstep: Class 21 contains 39613 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5307 members 
Mstep: Class 27 contains 59224 members 
Mstep: Class 28 contains 8326 members 
Mstep: Class 29 contains 66782 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942752.000000 Penalty: 103175.226562
Iteration 190Q: 31 clusters Score -1.429428e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153043 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201364 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12371 members 
Mstep: Class 10 contains 146472 members 
Mstep: Class 11 contains 47367 members 
Mstep: Class 12 contains 5574 members 
Mstep: Class 13 contains 35754 members 
Mstep: Class 14 contains 49982 members 
Mstep: Class 15 contains 53684 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13795 members 
Mstep: Class 18 contains 35772 members 
Mstep: Class 19 contains 16253 members 
Mstep: Class 20 contains 27102 members 
Mstep: Class 21 contains 39611 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2767 members 
Mstep: Class 25 contains 8068 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59230 members 
Mstep: Class 28 contains 8326 members 
Mstep: Class 29 contains 66785 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942752.000000 Penalty: 103175.226562
Iteration 191Q: 31 clusters Score -1.429428e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153044 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201362 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12373 members 
Mstep: Class 10 contains 146472 members 
Mstep: Class 11 contains 47366 members 
Mstep: Class 12 contains 5574 members 
Mstep: Class 13 contains 35754 members 
Mstep: Class 14 contains 49983 members 
Mstep: Class 15 contains 53684 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13797 members 
Mstep: Class 18 contains 35768 members 
Mstep: Class 19 contains 16254 members 
Mstep: Class 20 contains 27095 members 
Mstep: Class 21 contains 39609 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 2769 members 
Mstep: Class 25 contains 8066 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59235 members 
Mstep: Class 28 contains 8326 members 
Mstep: Class 29 contains 66788 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942752.000000 Penalty: 103175.226562
Iteration 192Q: 31 clusters Score -1.429428e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153044 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201361 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12373 members 
Mstep: Class 10 contains 146474 members 
Mstep: Class 11 contains 47364 members 
Mstep: Class 12 contains 5574 members 
Mstep: Class 13 contains 35755 members 
Mstep: Class 14 contains 49984 members 
Mstep: Class 15 contains 53684 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13796 members 
Mstep: Class 18 contains 35768 members 
Mstep: Class 19 contains 16258 members 
Mstep: Class 20 contains 27090 members 
Mstep: Class 21 contains 39607 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8068 members 
Mstep: Class 26 contains 5305 members 
Mstep: Class 27 contains 59235 members 
Mstep: Class 28 contains 8326 members 
Mstep: Class 29 contains 66791 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942736.000000 Penalty: 103175.226562
Iteration 193Q: 31 clusters Score -1.429427e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153043 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201362 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12374 members 
Mstep: Class 10 contains 146471 members 
Mstep: Class 11 contains 47364 members 
Mstep: Class 12 contains 5574 members 
Mstep: Class 13 contains 35754 members 
Mstep: Class 14 contains 49985 members 
Mstep: Class 15 contains 53685 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13795 members 
Mstep: Class 18 contains 35768 members 
Mstep: Class 19 contains 16261 members 
Mstep: Class 20 contains 27088 members 
Mstep: Class 21 contains 39608 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8067 members 
Mstep: Class 26 contains 5305 members 
Mstep: Class 27 contains 59235 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66792 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942768.000000 Penalty: 103175.226562
Iteration 194Q: 31 clusters Score -1.429428e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153040 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201364 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12376 members 
Mstep: Class 10 contains 146474 members 
Mstep: Class 11 contains 47361 members 
Mstep: Class 12 contains 5574 members 
Mstep: Class 13 contains 35754 members 
Mstep: Class 14 contains 49986 members 
Mstep: Class 15 contains 53684 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13794 members 
Mstep: Class 18 contains 35768 members 
Mstep: Class 19 contains 16265 members 
Mstep: Class 20 contains 27084 members 
Mstep: Class 21 contains 39607 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8066 members 
Mstep: Class 26 contains 5305 members 
Mstep: Class 27 contains 59235 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66794 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942784.000000 Penalty: 103175.226562
Iteration 195Q: 31 clusters Score -1.429428e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153040 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201364 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12376 members 
Mstep: Class 10 contains 146472 members 
Mstep: Class 11 contains 47359 members 
Mstep: Class 12 contains 5574 members 
Mstep: Class 13 contains 35754 members 
Mstep: Class 14 contains 49988 members 
Mstep: Class 15 contains 53683 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13794 members 
Mstep: Class 18 contains 35768 members 
Mstep: Class 19 contains 16271 members 
Mstep: Class 20 contains 27081 members 
Mstep: Class 21 contains 39605 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8066 members 
Mstep: Class 26 contains 5305 members 
Mstep: Class 27 contains 59236 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66795 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942784.000000 Penalty: 103175.226562
Iteration 196Q: 31 clusters Score -1.429428e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153039 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201365 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12379 members 
Mstep: Class 10 contains 146473 members 
Mstep: Class 11 contains 47357 members 
Mstep: Class 12 contains 5574 members 
Mstep: Class 13 contains 35754 members 
Mstep: Class 14 contains 49987 members 
Mstep: Class 15 contains 53680 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13793 members 
Mstep: Class 18 contains 35768 members 
Mstep: Class 19 contains 16273 members 
Mstep: Class 20 contains 27080 members 
Mstep: Class 21 contains 39603 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59239 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66796 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942976.000000 Penalty: 103175.226562
Iteration 197Q: 31 clusters Score -1.42943e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153037 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201365 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12380 members 
Mstep: Class 10 contains 146478 members 
Mstep: Class 11 contains 47357 members 
Mstep: Class 12 contains 5575 members 
Mstep: Class 13 contains 35754 members 
Mstep: Class 14 contains 49989 members 
Mstep: Class 15 contains 53676 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13792 members 
Mstep: Class 18 contains 35768 members 
Mstep: Class 19 contains 16273 members 
Mstep: Class 20 contains 27075 members 
Mstep: Class 21 contains 39602 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59244 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66795 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942976.000000 Penalty: 103175.226562
Iteration 198Q: 31 clusters Score -1.42943e+08 nChanged 27
Entering ConstructFrom: 
Score: -142942976.000000 Penalty: 103175.226562
Entering ConstructFrom: 
Trying to split cluster 1 (42993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Entering Unmasked Estep 
Score: -5812447.000000 Penalty: 2645.860596
	Iteration 0F: 2 clusters Score -5812447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -5783218.000000 Penalty: 5291.721191
	Iteration 0F: 3 clusters Score -5783218 nChanged 19728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -5794149.500000 Penalty: 5291.721191
	Iteration 1F: 3 clusters Score -5794150 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -5794677.000000 Penalty: 5291.721191
	Iteration 2Q: 3 clusters Score -5794677 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -5795248.000000 Penalty: 5291.721191
	Iteration 3Q: 3 clusters Score -5795248 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -5795792.000000 Penalty: 5291.721191
	Iteration 4Q: 3 clusters Score -5795792 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -5796349.500000 Penalty: 5291.721191
	Iteration 5Q: 3 clusters Score -5796350 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -5796986.500000 Penalty: 5291.721191
	Iteration 6Q: 3 clusters Score -5796986 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -5797652.500000 Penalty: 5291.721191
	Iteration 7Q: 3 clusters Score -5797652 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -5798405.000000 Penalty: 5291.721191
	Iteration 8Q: 3 clusters Score -5798405 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -5799275.500000 Penalty: 5291.721191
	Iteration 9Q: 3 clusters Score -5799276 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -5800213.500000 Penalty: 5291.721191
	Iteration 10Q: 3 clusters Score -5800214 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -5801178.500000 Penalty: 5291.721191
	Iteration 11Q: 3 clusters Score -5801178 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -5802181.500000 Penalty: 5291.721191
	Iteration 12Q: 3 clusters Score -5802182 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -5803099.000000 Penalty: 5291.721191
	Iteration 13Q: 3 clusters Score -5803099 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -5803785.000000 Penalty: 5291.721191
	Iteration 14Q: 3 clusters Score -5803785 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -5804363.000000 Penalty: 5291.721191
	Iteration 15Q: 3 clusters Score -5804363 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -5804810.000000 Penalty: 5291.721191
	Iteration 16Q: 3 clusters Score -5804810 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -5805208.000000 Penalty: 5291.721191
	Iteration 17Q: 3 clusters Score -5805208 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -5805576.500000 Penalty: 5291.721191
	Iteration 18Q: 3 clusters Score -5805576 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -5805939.000000 Penalty: 5291.721191
	Iteration 19Q: 3 clusters Score -5805939 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -5806251.500000 Penalty: 5291.721191
	Iteration 20F: 3 clusters Score -5806252 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -5806568.000000 Penalty: 5291.721191
	Iteration 21Q: 3 clusters Score -5806568 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -5806892.000000 Penalty: 5291.721191
	Iteration 22Q: 3 clusters Score -5806892 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -5807223.000000 Penalty: 5291.721191
	Iteration 23Q: 3 clusters Score -5807223 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -5807543.000000 Penalty: 5291.721191
	Iteration 24Q: 3 clusters Score -5807543 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -5807868.000000 Penalty: 5291.721191
	Iteration 25Q: 3 clusters Score -5807868 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -5808093.500000 Penalty: 5291.721191
	Iteration 26Q: 3 clusters Score -5808094 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -5808315.500000 Penalty: 5291.721191
	Iteration 27Q: 3 clusters Score -5808316 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -5808517.500000 Penalty: 5291.721191
	Iteration 28Q: 3 clusters Score -5808518 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -5808698.000000 Penalty: 5291.721191
	Iteration 29Q: 3 clusters Score -5808698 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -5808876.500000 Penalty: 5291.721191
	Iteration 30Q: 3 clusters Score -5808876 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -5809038.500000 Penalty: 5291.721191
	Iteration 31Q: 3 clusters Score -5809038 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -5809157.000000 Penalty: 5291.721191
	Iteration 32Q: 3 clusters Score -5809157 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -5809301.500000 Penalty: 5291.721191
	Iteration 33Q: 3 clusters Score -5809302 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -5809414.000000 Penalty: 5291.721191
	Iteration 34Q: 3 clusters Score -5809414 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -5809529.500000 Penalty: 5291.721191
	Iteration 35Q: 3 clusters Score -5809530 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -5809609.000000 Penalty: 5291.721191
	Iteration 36Q: 3 clusters Score -5809609 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -5809674.500000 Penalty: 5291.721191
	Iteration 37Q: 3 clusters Score -5809674 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -5809735.500000 Penalty: 5291.721191
	Iteration 38Q: 3 clusters Score -5809736 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -5809794.000000 Penalty: 5291.721191
	Iteration 39Q: 3 clusters Score -5809794 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -5809884.500000 Penalty: 5291.721191
	Iteration 40F: 3 clusters Score -5809884 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -5809949.500000 Penalty: 5291.721191
	Iteration 41Q: 3 clusters Score -5809950 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -5810003.000000 Penalty: 5291.721191
	Iteration 42Q: 3 clusters Score -5810003 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -5810035.500000 Penalty: 5291.721191
	Iteration 43Q: 3 clusters Score -5810036 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -5810066.500000 Penalty: 5291.721191
	Iteration 44Q: 3 clusters Score -5810066 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -5810092.500000 Penalty: 5291.721191
	Iteration 45Q: 3 clusters Score -5810092 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -5810110.500000 Penalty: 5291.721191
	Iteration 46Q: 3 clusters Score -5810110 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -5810127.500000 Penalty: 5291.721191
	Iteration 47Q: 3 clusters Score -5810128 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -5810148.500000 Penalty: 5291.721191
	Iteration 48Q: 3 clusters Score -5810148 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -5810163.500000 Penalty: 5291.721191
	Iteration 49Q: 3 clusters Score -5810164 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -5810183.500000 Penalty: 5291.721191
	Iteration 50Q: 3 clusters Score -5810184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -5810189.500000 Penalty: 5291.721191
	Iteration 51Q: 3 clusters Score -5810190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -5810213.500000 Penalty: 5291.721191
	Iteration 52Q: 3 clusters Score -5810214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -5810229.000000 Penalty: 5291.721191
	Iteration 53Q: 3 clusters Score -5810229 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -5810244.000000 Penalty: 5291.721191
	Iteration 54Q: 3 clusters Score -5810244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -5810255.500000 Penalty: 5291.721191
	Iteration 55Q: 3 clusters Score -5810256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -5810280.500000 Penalty: 5291.721191
	Iteration 56Q: 3 clusters Score -5810280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -5810272.500000 Penalty: 5291.721191
	Iteration 57Q: 3 clusters Score -5810272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -5810283.500000 Penalty: 5291.721191
	Iteration 58Q: 3 clusters Score -5810284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -5810297.500000 Penalty: 5291.721191
	Iteration 59Q: 3 clusters Score -5810298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -5810300.500000 Penalty: 5291.721191
	Iteration 60F: 3 clusters Score -5810300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -5810307.000000 Penalty: 5291.721191
	Iteration 61Q: 3 clusters Score -5810307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -5810315.000000 Penalty: 5291.721191
	Iteration 62Q: 3 clusters Score -5810315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -5810311.500000 Penalty: 5291.721191
	Iteration 63Q: 3 clusters Score -5810312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -5810315.500000 Penalty: 5291.721191
	Iteration 64Q: 3 clusters Score -5810316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -5810316.000000 Penalty: 5291.721191
	Iteration 65Q: 3 clusters Score -5810316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -5810316.000000 Penalty: 5291.721191
	Iteration 66Q: 3 clusters Score -5810316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -5810316.500000 Penalty: 5291.721191
	Iteration 67Q: 3 clusters Score -5810316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -5810316.500000 Penalty: 5291.721191
	Iteration 68F: 3 clusters Score -5810316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -101949.078125 Penalty: 1649.269165
	Iteration 0F: 2 clusters Score -101949.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -100183.898438 Penalty: 3298.538330
	Iteration 0F: 3 clusters Score -100183.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -100412.500000 Penalty: 3298.538330
	Iteration 1F: 3 clusters Score -100412.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -100513.546875 Penalty: 3298.538330
	Iteration 2F: 3 clusters Score -100513.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -100572.671875 Penalty: 3298.538330
	Iteration 3Q: 3 clusters Score -100572.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -100593.875000 Penalty: 3298.538330
	Iteration 4Q: 3 clusters Score -100593.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -100607.398438 Penalty: 3298.538330
	Iteration 5Q: 3 clusters Score -100607.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -100625.984375 Penalty: 3298.538330
	Iteration 6Q: 3 clusters Score -100626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -100640.546875 Penalty: 3298.538330
	Iteration 7Q: 3 clusters Score -100640.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -100651.984375 Penalty: 3298.538330
	Iteration 8Q: 3 clusters Score -100652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -100670.367188 Penalty: 3298.538330
	Iteration 9Q: 3 clusters Score -100670.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -100704.757812 Penalty: 3298.538330
	Iteration 10Q: 3 clusters Score -100704.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -100756.937500 Penalty: 3298.538330
	Iteration 11Q: 3 clusters Score -100756.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -100800.414062 Penalty: 3298.538330
	Iteration 12Q: 3 clusters Score -100800.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -100818.132812 Penalty: 3298.538330
	Iteration 13Q: 3 clusters Score -100818.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -100840.343750 Penalty: 3298.538330
	Iteration 14Q: 3 clusters Score -100840.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -100858.523438 Penalty: 3298.538330
	Iteration 15Q: 3 clusters Score -100858.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -100885.218750 Penalty: 3298.538330
	Iteration 16Q: 3 clusters Score -100885.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -100931.375000 Penalty: 3298.538330
	Iteration 17Q: 3 clusters Score -100931.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -100980.101562 Penalty: 3298.538330
	Iteration 18Q: 3 clusters Score -100980.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -101044.703125 Penalty: 3298.538330
	Iteration 19Q: 3 clusters Score -101044.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -101146.937500 Penalty: 3298.538330
	Iteration 20F: 3 clusters Score -101146.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -101323.546875 Penalty: 3298.538330
	Iteration 21Q: 3 clusters Score -101323.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -101493.703125 Penalty: 3298.538330
	Iteration 22Q: 3 clusters Score -101493.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -101541.187500 Penalty: 3298.538330
	Iteration 23Q: 3 clusters Score -101541.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -101567.023438 Penalty: 3298.538330
	Iteration 24Q: 3 clusters Score -101567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -101581.140625 Penalty: 3298.538330
	Iteration 25Q: 3 clusters Score -101581.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -101587.906250 Penalty: 3298.538330
	Iteration 26Q: 3 clusters Score -101587.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -101591.015625 Penalty: 3298.538330
	Iteration 27Q: 3 clusters Score -101591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -101593.078125 Penalty: 3298.538330
	Iteration 28Q: 3 clusters Score -101593.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -101597.593750 Penalty: 3298.538330
	Iteration 29Q: 3 clusters Score -101597.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -101600.937500 Penalty: 3298.538330
	Iteration 30Q: 3 clusters Score -101600.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -101603.343750 Penalty: 3298.538330
	Iteration 31Q: 3 clusters Score -101603.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -101604.257812 Penalty: 3298.538330
	Iteration 32Q: 3 clusters Score -101604.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -101604.257812 Penalty: 3298.538330
	Iteration 33F: 3 clusters Score -101604.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (153035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153035 members 
Entering Unmasked Estep 
Score: -21307526.000000 Penalty: 2960.728760
	Iteration 0F: 2 clusters Score -2.130753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76597 members 
Mstep: Class 2 contains 76438 members 
Entering Unmasked Estep 
Score: -21211980.000000 Penalty: 5921.457520
	Iteration 0F: 3 clusters Score -2.121198e+07 nChanged 73137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75600 members 
Mstep: Class 2 contains 77435 members 
Entering Unmasked Estep 
Score: -21254712.000000 Penalty: 5921.457520
	Iteration 1F: 3 clusters Score -2.125471e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75378 members 
Mstep: Class 2 contains 77657 members 
Entering Unmasked Estep 
Score: -21255778.000000 Penalty: 5921.457520
	Iteration 2Q: 3 clusters Score -2.125578e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75135 members 
Mstep: Class 2 contains 77900 members 
Entering Unmasked Estep 
Score: -21257156.000000 Penalty: 5921.457520
	Iteration 3Q: 3 clusters Score -2.125716e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74820 members 
Mstep: Class 2 contains 78215 members 
Entering Unmasked Estep 
Score: -21258554.000000 Penalty: 5921.457520
	Iteration 4Q: 3 clusters Score -2.125855e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74576 members 
Mstep: Class 2 contains 78459 members 
Entering Unmasked Estep 
Score: -21260232.000000 Penalty: 5921.457520
	Iteration 5Q: 3 clusters Score -2.126023e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74488 members 
Mstep: Class 2 contains 78547 members 
Entering Unmasked Estep 
Score: -21262370.000000 Penalty: 5921.457520
	Iteration 6Q: 3 clusters Score -2.126237e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74674 members 
Mstep: Class 2 contains 78361 members 
Entering Unmasked Estep 
Score: -21264840.000000 Penalty: 5921.457520
	Iteration 7Q: 3 clusters Score -2.126484e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75382 members 
Mstep: Class 2 contains 77653 members 
Entering Unmasked Estep 
Score: -21267704.000000 Penalty: 5921.457520
	Iteration 8Q: 3 clusters Score -2.12677e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76720 members 
Mstep: Class 2 contains 76315 members 
Entering Unmasked Estep 
Score: -21271078.000000 Penalty: 5921.457520
	Iteration 9Q: 3 clusters Score -2.127108e+07 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78957 members 
Mstep: Class 2 contains 74078 members 
Entering Unmasked Estep 
Score: -21275444.000000 Penalty: 5921.457520
	Iteration 10F: 3 clusters Score -2.127544e+07 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81961 members 
Mstep: Class 2 contains 71074 members 
Entering Unmasked Estep 
Score: -21280476.000000 Penalty: 5921.457520
	Iteration 11F: 3 clusters Score -2.128048e+07 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85191 members 
Mstep: Class 2 contains 67844 members 
Entering Unmasked Estep 
Score: -21285266.000000 Penalty: 5921.457520
	Iteration 12F: 3 clusters Score -2.128527e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88129 members 
Mstep: Class 2 contains 64906 members 
Entering Unmasked Estep 
Score: -21288894.000000 Penalty: 5921.457520
	Iteration 13Q: 3 clusters Score -2.128889e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90550 members 
Mstep: Class 2 contains 62485 members 
Entering Unmasked Estep 
Score: -21291200.000000 Penalty: 5921.457520
	Iteration 14Q: 3 clusters Score -2.12912e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92652 members 
Mstep: Class 2 contains 60383 members 
Entering Unmasked Estep 
Score: -21292326.000000 Penalty: 5921.457520
	Iteration 15Q: 3 clusters Score -2.129233e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94652 members 
Mstep: Class 2 contains 58383 members 
Entering Unmasked Estep 
Score: -21293006.000000 Penalty: 5921.457520
	Iteration 16Q: 3 clusters Score -2.129301e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96647 members 
Mstep: Class 2 contains 56388 members 
Entering Unmasked Estep 
Score: -21293640.000000 Penalty: 5921.457520
	Iteration 17Q: 3 clusters Score -2.129364e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98707 members 
Mstep: Class 2 contains 54328 members 
Entering Unmasked Estep 
Score: -21294246.000000 Penalty: 5921.457520
	Iteration 18Q: 3 clusters Score -2.129425e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100899 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -21295044.000000 Penalty: 5921.457520
	Iteration 19Q: 3 clusters Score -2.129504e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103262 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
Score: -21295720.000000 Penalty: 5921.457520
	Iteration 20F: 3 clusters Score -2.129572e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105772 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -21296504.000000 Penalty: 5921.457520
	Iteration 21Q: 3 clusters Score -2.12965e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108370 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -21297226.000000 Penalty: 5921.457520
	Iteration 22Q: 3 clusters Score -2.129723e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111046 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -21298028.000000 Penalty: 5921.457520
	Iteration 23Q: 3 clusters Score -2.129803e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113837 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -21298828.000000 Penalty: 5921.457520
	Iteration 24Q: 3 clusters Score -2.129883e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116760 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -21299626.000000 Penalty: 5921.457520
	Iteration 25Q: 3 clusters Score -2.129963e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119621 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -21300342.000000 Penalty: 5921.457520
	Iteration 26Q: 3 clusters Score -2.130034e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122388 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -21301128.000000 Penalty: 5921.457520
	Iteration 27Q: 3 clusters Score -2.130113e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125111 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -21301828.000000 Penalty: 5921.457520
	Iteration 28Q: 3 clusters Score -2.130183e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127780 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -21302252.000000 Penalty: 5921.457520
	Iteration 29Q: 3 clusters Score -2.130225e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130310 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -21302776.000000 Penalty: 5921.457520
	Iteration 30Q: 3 clusters Score -2.130278e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132575 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -21303208.000000 Penalty: 5921.457520
	Iteration 31Q: 3 clusters Score -2.130321e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134727 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -21303510.000000 Penalty: 5921.457520
	Iteration 32Q: 3 clusters Score -2.130351e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136705 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -21303882.000000 Penalty: 5921.457520
	Iteration 33Q: 3 clusters Score -2.130388e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138543 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -21304312.000000 Penalty: 5921.457520
	Iteration 34Q: 3 clusters Score -2.130431e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140172 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -21304582.000000 Penalty: 5921.457520
	Iteration 35Q: 3 clusters Score -2.130458e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141652 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -21304868.000000 Penalty: 5921.457520
	Iteration 36Q: 3 clusters Score -2.130487e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142950 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -21304910.000000 Penalty: 5921.457520
	Iteration 37Q: 3 clusters Score -2.130491e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144108 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -21305160.000000 Penalty: 5921.457520
	Iteration 38Q: 3 clusters Score -2.130516e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145076 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -21305316.000000 Penalty: 5921.457520
	Iteration 39Q: 3 clusters Score -2.130532e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145864 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -21305438.000000 Penalty: 5921.457520
	Iteration 40F: 3 clusters Score -2.130544e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146653 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -21305596.000000 Penalty: 5921.457520
	Iteration 41Q: 3 clusters Score -2.13056e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147369 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -21305594.000000 Penalty: 5921.457520
	Iteration 42Q: 3 clusters Score -2.130559e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147970 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -21305672.000000 Penalty: 5921.457520
	Iteration 43Q: 3 clusters Score -2.130567e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148489 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -21305662.000000 Penalty: 5921.457520
	Iteration 44Q: 3 clusters Score -2.130566e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148914 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -21305722.000000 Penalty: 5921.457520
	Iteration 45Q: 3 clusters Score -2.130572e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149295 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -21305724.000000 Penalty: 5921.457520
	Iteration 46Q: 3 clusters Score -2.130572e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149606 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -21305756.000000 Penalty: 5921.457520
	Iteration 47Q: 3 clusters Score -2.130576e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149871 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -21305762.000000 Penalty: 5921.457520
	Iteration 48Q: 3 clusters Score -2.130576e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150077 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -21305792.000000 Penalty: 5921.457520
	Iteration 49Q: 3 clusters Score -2.130579e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150250 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -21305826.000000 Penalty: 5921.457520
	Iteration 50Q: 3 clusters Score -2.130583e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150387 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -21305838.000000 Penalty: 5921.457520
	Iteration 51Q: 3 clusters Score -2.130584e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150509 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -21305834.000000 Penalty: 5921.457520
	Iteration 52Q: 3 clusters Score -2.130583e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150629 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -21305836.000000 Penalty: 5921.457520
	Iteration 53Q: 3 clusters Score -2.130584e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150724 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -21305812.000000 Penalty: 5921.457520
	Iteration 54Q: 3 clusters Score -2.130581e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150801 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -21305844.000000 Penalty: 5921.457520
	Iteration 55Q: 3 clusters Score -2.130584e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150868 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -21305820.000000 Penalty: 5921.457520
	Iteration 56Q: 3 clusters Score -2.130582e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150914 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -21305806.000000 Penalty: 5921.457520
	Iteration 57Q: 3 clusters Score -2.130581e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150957 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -21305800.000000 Penalty: 5921.457520
	Iteration 58Q: 3 clusters Score -2.13058e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151003 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -21305808.000000 Penalty: 5921.457520
	Iteration 59Q: 3 clusters Score -2.130581e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151047 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -21305808.000000 Penalty: 5921.457520
	Iteration 60F: 3 clusters Score -2.130581e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151081 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -21305808.000000 Penalty: 5921.457520
	Iteration 61Q: 3 clusters Score -2.130581e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151124 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -21305828.000000 Penalty: 5921.457520
	Iteration 62Q: 3 clusters Score -2.130583e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151167 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -21305808.000000 Penalty: 5921.457520
	Iteration 63Q: 3 clusters Score -2.130581e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151204 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -21305828.000000 Penalty: 5921.457520
	Iteration 64Q: 3 clusters Score -2.130583e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151242 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -21305838.000000 Penalty: 5921.457520
	Iteration 65Q: 3 clusters Score -2.130584e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151273 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -21305844.000000 Penalty: 5921.457520
	Iteration 66Q: 3 clusters Score -2.130584e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151297 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -21305832.000000 Penalty: 5921.457520
	Iteration 67Q: 3 clusters Score -2.130583e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151316 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -21305838.000000 Penalty: 5921.457520
	Iteration 68Q: 3 clusters Score -2.130584e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151326 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -21305824.000000 Penalty: 5921.457520
	Iteration 69Q: 3 clusters Score -2.130582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151336 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -21305814.000000 Penalty: 5921.457520
	Iteration 70Q: 3 clusters Score -2.130581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151344 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -21305810.000000 Penalty: 5921.457520
	Iteration 71Q: 3 clusters Score -2.130581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151350 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -21305802.000000 Penalty: 5921.457520
	Iteration 72Q: 3 clusters Score -2.13058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151352 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -21305814.000000 Penalty: 5921.457520
	Iteration 73Q: 3 clusters Score -2.130581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151355 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -21305812.000000 Penalty: 5921.457520
	Iteration 74Q: 3 clusters Score -2.130581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151357 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -21305800.000000 Penalty: 5921.457520
	Iteration 75Q: 3 clusters Score -2.13058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151361 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -21305804.000000 Penalty: 5921.457520
	Iteration 76Q: 3 clusters Score -2.13058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151362 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -21305812.000000 Penalty: 5921.457520
	Iteration 77Q: 3 clusters Score -2.130581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151363 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -21305816.000000 Penalty: 5921.457520
	Iteration 78Q: 3 clusters Score -2.130582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151367 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -21305806.000000 Penalty: 5921.457520
	Iteration 79Q: 3 clusters Score -2.130581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151371 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -21305798.000000 Penalty: 5921.457520
	Iteration 80F: 3 clusters Score -2.13058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151372 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -21305798.000000 Penalty: 5921.457520
	Iteration 81Q: 3 clusters Score -2.13058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151373 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -21305804.000000 Penalty: 5921.457520
	Iteration 82Q: 3 clusters Score -2.13058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151373 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -21305804.000000 Penalty: 5921.457520
	Iteration 83F: 3 clusters Score -2.13058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -636300.812500 Penalty: 2093.090332
	Iteration 0F: 2 clusters Score -636300.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -631978.250000 Penalty: 4186.180664
	Iteration 0F: 3 clusters Score -631978.2 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -632986.937500 Penalty: 4186.180664
	Iteration 1F: 3 clusters Score -632986.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -633193.062500 Penalty: 4186.180664
	Iteration 2F: 3 clusters Score -633193.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -633306.375000 Penalty: 4186.180664
	Iteration 3Q: 3 clusters Score -633306.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -633397.750000 Penalty: 4186.180664
	Iteration 4Q: 3 clusters Score -633397.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -633449.375000 Penalty: 4186.180664
	Iteration 5Q: 3 clusters Score -633449.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -633484.375000 Penalty: 4186.180664
	Iteration 6Q: 3 clusters Score -633484.4 nChanged 64
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: -633512.000000 Penalty: 4186.180664
	Iteration 7Q: 3 clusters Score -633512 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -633538.562500 Penalty: 4186.180664
	Iteration 8Q: 3 clusters Score -633538.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -633567.312500 Penalty: 4186.180664
	Iteration 9Q: 3 clusters Score -633567.3 nChanged 75
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: -633596.500000 Penalty: 4186.180664
	Iteration 10Q: 3 clusters Score -633596.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -633621.187500 Penalty: 4186.180664
	Iteration 11Q: 3 clusters Score -633621.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -633649.000000 Penalty: 4186.180664
	Iteration 12Q: 3 clusters Score -633649 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -633673.687500 Penalty: 4186.180664
	Iteration 13Q: 3 clusters Score -633673.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -633701.750000 Penalty: 4186.180664
	Iteration 14Q: 3 clusters Score -633701.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -633731.062500 Penalty: 4186.180664
	Iteration 15Q: 3 clusters Score -633731.1 nChanged 89
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: -633776.687500 Penalty: 4186.180664
	Iteration 16Q: 3 clusters Score -633776.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -633830.437500 Penalty: 4186.180664
	Iteration 17Q: 3 clusters Score -633830.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -633890.437500 Penalty: 4186.180664
	Iteration 18Q: 3 clusters Score -633890.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -633958.812500 Penalty: 4186.180664
	Iteration 19Q: 3 clusters Score -633958.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -634036.937500 Penalty: 4186.180664
	Iteration 20F: 3 clusters Score -634036.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -634116.000000 Penalty: 4186.180664
	Iteration 21Q: 3 clusters Score -634116 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -634210.812500 Penalty: 4186.180664
	Iteration 22Q: 3 clusters Score -634210.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -634290.375000 Penalty: 4186.180664
	Iteration 23Q: 3 clusters Score -634290.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -634360.687500 Penalty: 4186.180664
	Iteration 24Q: 3 clusters Score -634360.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -634418.937500 Penalty: 4186.180664
	Iteration 25Q: 3 clusters Score -634418.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -634482.062500 Penalty: 4186.180664
	Iteration 26Q: 3 clusters Score -634482.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -634535.437500 Penalty: 4186.180664
	Iteration 27Q: 3 clusters Score -634535.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -634592.437500 Penalty: 4186.180664
	Iteration 28Q: 3 clusters Score -634592.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -634644.750000 Penalty: 4186.180664
	Iteration 29Q: 3 clusters Score -634644.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -634688.375000 Penalty: 4186.180664
	Iteration 30Q: 3 clusters Score -634688.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -634723.500000 Penalty: 4186.180664
	Iteration 31Q: 3 clusters Score -634723.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -634754.187500 Penalty: 4186.180664
	Iteration 32Q: 3 clusters Score -634754.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -634784.812500 Penalty: 4186.180664
	Iteration 33Q: 3 clusters Score -634784.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -634803.812500 Penalty: 4186.180664
	Iteration 34Q: 3 clusters Score -634803.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -634818.437500 Penalty: 4186.180664
	Iteration 35Q: 3 clusters Score -634818.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -634827.000000 Penalty: 4186.180664
	Iteration 36Q: 3 clusters Score -634827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -634832.437500 Penalty: 4186.180664
	Iteration 37Q: 3 clusters Score -634832.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -634836.187500 Penalty: 4186.180664
	Iteration 38Q: 3 clusters Score -634836.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -634838.000000 Penalty: 4186.180664
	Iteration 39Q: 3 clusters Score -634838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -634838.000000 Penalty: 4186.180664
	Iteration 40F: 3 clusters Score -634838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Entering Unmasked Estep 
Score: -272757.968750 Penalty: 1894.750610
	Iteration 0F: 2 clusters Score -272758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -270080.312500 Penalty: 3789.501221
	Iteration 0F: 3 clusters Score -270080.3 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -270529.781250 Penalty: 3789.501221
	Iteration 1F: 3 clusters Score -270529.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -270689.375000 Penalty: 3789.501221
	Iteration 2F: 3 clusters Score -270689.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -270772.843750 Penalty: 3789.501221
	Iteration 3Q: 3 clusters Score -270772.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -270832.156250 Penalty: 3789.501221
	Iteration 4Q: 3 clusters Score -270832.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -270868.875000 Penalty: 3789.501221
	Iteration 5Q: 3 clusters Score -270868.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -270897.656250 Penalty: 3789.501221
	Iteration 6Q: 3 clusters Score -270897.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -270929.937500 Penalty: 3789.501221
	Iteration 7Q: 3 clusters Score -270929.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -270958.781250 Penalty: 3789.501221
	Iteration 8Q: 3 clusters Score -270958.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -270986.718750 Penalty: 3789.501221
	Iteration 9Q: 3 clusters Score -270986.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -271007.125000 Penalty: 3789.501221
	Iteration 10Q: 3 clusters Score -271007.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -271014.781250 Penalty: 3789.501221
	Iteration 11Q: 3 clusters Score -271014.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -271020.437500 Penalty: 3789.501221
	Iteration 12Q: 3 clusters Score -271020.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -271024.218750 Penalty: 3789.501221
	Iteration 13Q: 3 clusters Score -271024.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -271027.312500 Penalty: 3789.501221
	Iteration 14Q: 3 clusters Score -271027.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -271032.125000 Penalty: 3789.501221
	Iteration 15Q: 3 clusters Score -271032.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -271034.718750 Penalty: 3789.501221
	Iteration 16Q: 3 clusters Score -271034.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -271037.656250 Penalty: 3789.501221
	Iteration 17Q: 3 clusters Score -271037.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -271041.750000 Penalty: 3789.501221
	Iteration 18Q: 3 clusters Score -271041.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -271044.312500 Penalty: 3789.501221
	Iteration 19Q: 3 clusters Score -271044.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -271045.562500 Penalty: 3789.501221
	Iteration 20F: 3 clusters Score -271045.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -174212.187500 Penalty: 1777.234009
	Iteration 0F: 2 clusters Score -174212.2 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 657 members 
Entering Unmasked Estep 
Score: -172034.625000 Penalty: 3554.468018
	Iteration 0F: 3 clusters Score -172034.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -172382.609375 Penalty: 3554.468018
	Iteration 1F: 3 clusters Score -172382.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -172522.609375 Penalty: 3554.468018
	Iteration 2F: 3 clusters Score -172522.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -172648.359375 Penalty: 3554.468018
	Iteration 3Q: 3 clusters Score -172648.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -172790.468750 Penalty: 3554.468018
	Iteration 4Q: 3 clusters Score -172790.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -172870.015625 Penalty: 3554.468018
	Iteration 5Q: 3 clusters Score -172870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -172950.890625 Penalty: 3554.468018
	Iteration 6Q: 3 clusters Score -172950.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -173004.734375 Penalty: 3554.468018
	Iteration 7Q: 3 clusters Score -173004.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -173052.937500 Penalty: 3554.468018
	Iteration 8Q: 3 clusters Score -173052.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -173094.875000 Penalty: 3554.468018
	Iteration 9Q: 3 clusters Score -173094.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -173139.453125 Penalty: 3554.468018
	Iteration 10Q: 3 clusters Score -173139.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -173173.968750 Penalty: 3554.468018
	Iteration 11Q: 3 clusters Score -173174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -173190.843750 Penalty: 3554.468018
	Iteration 12Q: 3 clusters Score -173190.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -173218.093750 Penalty: 3554.468018
	Iteration 13Q: 3 clusters Score -173218.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -173235.187500 Penalty: 3554.468018
	Iteration 14Q: 3 clusters Score -173235.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -173254.734375 Penalty: 3554.468018
	Iteration 15Q: 3 clusters Score -173254.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -173269.031250 Penalty: 3554.468018
	Iteration 16Q: 3 clusters Score -173269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -173273.718750 Penalty: 3554.468018
	Iteration 17Q: 3 clusters Score -173273.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -173277.718750 Penalty: 3554.468018
	Iteration 18Q: 3 clusters Score -173277.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -173278.359375 Penalty: 3554.468018
	Iteration 19Q: 3 clusters Score -173278.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -173279.484375 Penalty: 3554.468018
	Iteration 20F: 3 clusters Score -173279.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -173280.187500 Penalty: 3554.468018
	Iteration 21Q: 3 clusters Score -173280.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -173280.187500 Penalty: 3554.468018
	Iteration 22F: 3 clusters Score -173280.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (201365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201365 members 
Entering Unmasked Estep 
Score: -27953888.000000 Penalty: 3028.792969
	Iteration 0F: 2 clusters Score -2.795389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100535 members 
Mstep: Class 2 contains 100830 members 
Entering Unmasked Estep 
Score: -27828616.000000 Penalty: 6057.585938
	Iteration 0F: 3 clusters Score -2.782862e+07 nChanged 96741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100322 members 
Mstep: Class 2 contains 101043 members 
Entering Unmasked Estep 
Score: -27885274.000000 Penalty: 6057.585938
	Iteration 1F: 3 clusters Score -2.788527e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100132 members 
Mstep: Class 2 contains 101233 members 
Entering Unmasked Estep 
Score: -27886100.000000 Penalty: 6057.585938
	Iteration 2Q: 3 clusters Score -2.78861e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99765 members 
Mstep: Class 2 contains 101600 members 
Entering Unmasked Estep 
Score: -27886830.000000 Penalty: 6057.585938
	Iteration 3Q: 3 clusters Score -2.788683e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99234 members 
Mstep: Class 2 contains 102131 members 
Entering Unmasked Estep 
Score: -27887972.000000 Penalty: 6057.585938
	Iteration 4Q: 3 clusters Score -2.788797e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98438 members 
Mstep: Class 2 contains 102927 members 
Entering Unmasked Estep 
Score: -27889566.000000 Penalty: 6057.585938
	Iteration 5Q: 3 clusters Score -2.788957e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97171 members 
Mstep: Class 2 contains 104194 members 
Entering Unmasked Estep 
Score: -27892028.000000 Penalty: 6057.585938
	Iteration 6Q: 3 clusters Score -2.789203e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95401 members 
Mstep: Class 2 contains 105964 members 
Entering Unmasked Estep 
Score: -27895302.000000 Penalty: 6057.585938
	Iteration 7Q: 3 clusters Score -2.78953e+07 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93041 members 
Mstep: Class 2 contains 108324 members 
Entering Unmasked Estep 
Score: -27899552.000000 Penalty: 6057.585938
	Iteration 8Q: 3 clusters Score -2.789955e+07 nChanged 9719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90240 members 
Mstep: Class 2 contains 111125 members 
Entering Unmasked Estep 
Score: -27904502.000000 Penalty: 6057.585938
	Iteration 9Q: 3 clusters Score -2.79045e+07 nChanged 10691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87147 members 
Mstep: Class 2 contains 114218 members 
Entering Unmasked Estep 
Score: -27910386.000000 Penalty: 6057.585938
	Iteration 10F: 3 clusters Score -2.791039e+07 nChanged 10812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84179 members 
Mstep: Class 2 contains 117186 members 
Entering Unmasked Estep 
Score: -27915904.000000 Penalty: 6057.585938
	Iteration 11F: 3 clusters Score -2.79159e+07 nChanged 10547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81860 members 
Mstep: Class 2 contains 119505 members 
Entering Unmasked Estep 
Score: -27920700.000000 Penalty: 6057.585938
	Iteration 12F: 3 clusters Score -2.79207e+07 nChanged 9720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80306 members 
Mstep: Class 2 contains 121059 members 
Entering Unmasked Estep 
Score: -27925290.000000 Penalty: 6057.585938
	Iteration 13Q: 3 clusters Score -2.792529e+07 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79701 members 
Mstep: Class 2 contains 121664 members 
Entering Unmasked Estep 
Score: -27928696.000000 Penalty: 6057.585938
	Iteration 14Q: 3 clusters Score -2.79287e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79903 members 
Mstep: Class 2 contains 121462 members 
Entering Unmasked Estep 
Score: -27930264.000000 Penalty: 6057.585938
	Iteration 15Q: 3 clusters Score -2.793026e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80653 members 
Mstep: Class 2 contains 120712 members 
Entering Unmasked Estep 
Score: -27931530.000000 Penalty: 6057.585938
	Iteration 16Q: 3 clusters Score -2.793153e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81646 members 
Mstep: Class 2 contains 119719 members 
Entering Unmasked Estep 
Score: -27932344.000000 Penalty: 6057.585938
	Iteration 17Q: 3 clusters Score -2.793234e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82913 members 
Mstep: Class 2 contains 118452 members 
Entering Unmasked Estep 
Score: -27932900.000000 Penalty: 6057.585938
	Iteration 18Q: 3 clusters Score -2.79329e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84181 members 
Mstep: Class 2 contains 117184 members 
Entering Unmasked Estep 
Score: -27933394.000000 Penalty: 6057.585938
	Iteration 19Q: 3 clusters Score -2.793339e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85403 members 
Mstep: Class 2 contains 115962 members 
Entering Unmasked Estep 
Score: -27933930.000000 Penalty: 6057.585938
	Iteration 20F: 3 clusters Score -2.793393e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86498 members 
Mstep: Class 2 contains 114867 members 
Entering Unmasked Estep 
Score: -27934370.000000 Penalty: 6057.585938
	Iteration 21Q: 3 clusters Score -2.793437e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87513 members 
Mstep: Class 2 contains 113852 members 
Entering Unmasked Estep 
Score: -27934832.000000 Penalty: 6057.585938
	Iteration 22Q: 3 clusters Score -2.793483e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88429 members 
Mstep: Class 2 contains 112936 members 
Entering Unmasked Estep 
Score: -27935010.000000 Penalty: 6057.585938
	Iteration 23Q: 3 clusters Score -2.793501e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89360 members 
Mstep: Class 2 contains 112005 members 
Entering Unmasked Estep 
Score: -27935326.000000 Penalty: 6057.585938
	Iteration 24Q: 3 clusters Score -2.793533e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90208 members 
Mstep: Class 2 contains 111157 members 
Entering Unmasked Estep 
Score: -27935574.000000 Penalty: 6057.585938
	Iteration 25Q: 3 clusters Score -2.793557e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91080 members 
Mstep: Class 2 contains 110285 members 
Entering Unmasked Estep 
Score: -27935630.000000 Penalty: 6057.585938
	Iteration 26Q: 3 clusters Score -2.793563e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91949 members 
Mstep: Class 2 contains 109416 members 
Entering Unmasked Estep 
Score: -27935824.000000 Penalty: 6057.585938
	Iteration 27Q: 3 clusters Score -2.793582e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92749 members 
Mstep: Class 2 contains 108616 members 
Entering Unmasked Estep 
Score: -27936040.000000 Penalty: 6057.585938
	Iteration 28Q: 3 clusters Score -2.793604e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93491 members 
Mstep: Class 2 contains 107874 members 
Entering Unmasked Estep 
Score: -27936144.000000 Penalty: 6057.585938
	Iteration 29Q: 3 clusters Score -2.793614e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94139 members 
Mstep: Class 2 contains 107226 members 
Entering Unmasked Estep 
Score: -27936430.000000 Penalty: 6057.585938
	Iteration 30Q: 3 clusters Score -2.793643e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94773 members 
Mstep: Class 2 contains 106592 members 
Entering Unmasked Estep 
Score: -27936686.000000 Penalty: 6057.585938
	Iteration 31Q: 3 clusters Score -2.793669e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95366 members 
Mstep: Class 2 contains 105999 members 
Entering Unmasked Estep 
Score: -27936834.000000 Penalty: 6057.585938
	Iteration 32Q: 3 clusters Score -2.793683e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95916 members 
Mstep: Class 2 contains 105449 members 
Entering Unmasked Estep 
Score: -27936876.000000 Penalty: 6057.585938
	Iteration 33Q: 3 clusters Score -2.793688e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96484 members 
Mstep: Class 2 contains 104881 members 
Entering Unmasked Estep 
Score: -27936860.000000 Penalty: 6057.585938
	Iteration 34Q: 3 clusters Score -2.793686e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97017 members 
Mstep: Class 2 contains 104348 members 
Entering Unmasked Estep 
Score: -27937042.000000 Penalty: 6057.585938
	Iteration 35Q: 3 clusters Score -2.793704e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97579 members 
Mstep: Class 2 contains 103786 members 
Entering Unmasked Estep 
Score: -27937074.000000 Penalty: 6057.585938
	Iteration 36Q: 3 clusters Score -2.793707e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98193 members 
Mstep: Class 2 contains 103172 members 
Entering Unmasked Estep 
Score: -27937144.000000 Penalty: 6057.585938
	Iteration 37Q: 3 clusters Score -2.793714e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98813 members 
Mstep: Class 2 contains 102552 members 
Entering Unmasked Estep 
Score: -27937234.000000 Penalty: 6057.585938
	Iteration 38Q: 3 clusters Score -2.793723e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99399 members 
Mstep: Class 2 contains 101966 members 
Entering Unmasked Estep 
Score: -27937232.000000 Penalty: 6057.585938
	Iteration 39Q: 3 clusters Score -2.793723e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99960 members 
Mstep: Class 2 contains 101405 members 
Entering Unmasked Estep 
Score: -27937292.000000 Penalty: 6057.585938
	Iteration 40F: 3 clusters Score -2.793729e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100508 members 
Mstep: Class 2 contains 100857 members 
Entering Unmasked Estep 
Score: -27937350.000000 Penalty: 6057.585938
	Iteration 41Q: 3 clusters Score -2.793735e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101072 members 
Mstep: Class 2 contains 100293 members 
Entering Unmasked Estep 
Score: -27937402.000000 Penalty: 6057.585938
	Iteration 42Q: 3 clusters Score -2.79374e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101660 members 
Mstep: Class 2 contains 99705 members 
Entering Unmasked Estep 
Score: -27937478.000000 Penalty: 6057.585938
	Iteration 43Q: 3 clusters Score -2.793748e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102262 members 
Mstep: Class 2 contains 99103 members 
Entering Unmasked Estep 
Score: -27937506.000000 Penalty: 6057.585938
	Iteration 44Q: 3 clusters Score -2.793751e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102907 members 
Mstep: Class 2 contains 98458 members 
Entering Unmasked Estep 
Score: -27937602.000000 Penalty: 6057.585938
	Iteration 45Q: 3 clusters Score -2.79376e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103625 members 
Mstep: Class 2 contains 97740 members 
Entering Unmasked Estep 
Score: -27937696.000000 Penalty: 6057.585938
	Iteration 46Q: 3 clusters Score -2.79377e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104379 members 
Mstep: Class 2 contains 96986 members 
Entering Unmasked Estep 
Score: -27937810.000000 Penalty: 6057.585938
	Iteration 47Q: 3 clusters Score -2.793781e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105178 members 
Mstep: Class 2 contains 96187 members 
Entering Unmasked Estep 
Score: -27937920.000000 Penalty: 6057.585938
	Iteration 48Q: 3 clusters Score -2.793792e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106042 members 
Mstep: Class 2 contains 95323 members 
Entering Unmasked Estep 
Score: -27938006.000000 Penalty: 6057.585938
	Iteration 49Q: 3 clusters Score -2.793801e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106993 members 
Mstep: Class 2 contains 94372 members 
Entering Unmasked Estep 
Score: -27938166.000000 Penalty: 6057.585938
	Iteration 50Q: 3 clusters Score -2.793817e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108122 members 
Mstep: Class 2 contains 93243 members 
Entering Unmasked Estep 
Score: -27938212.000000 Penalty: 6057.585938
	Iteration 51Q: 3 clusters Score -2.793821e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109422 members 
Mstep: Class 2 contains 91943 members 
Entering Unmasked Estep 
Score: -27938452.000000 Penalty: 6057.585938
	Iteration 52Q: 3 clusters Score -2.793845e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111029 members 
Mstep: Class 2 contains 90336 members 
Entering Unmasked Estep 
Score: -27938666.000000 Penalty: 6057.585938
	Iteration 53Q: 3 clusters Score -2.793867e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112776 members 
Mstep: Class 2 contains 88589 members 
Entering Unmasked Estep 
Score: -27938848.000000 Penalty: 6057.585938
	Iteration 54Q: 3 clusters Score -2.793885e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114726 members 
Mstep: Class 2 contains 86639 members 
Entering Unmasked Estep 
Score: -27939212.000000 Penalty: 6057.585938
	Iteration 55Q: 3 clusters Score -2.793921e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116920 members 
Mstep: Class 2 contains 84445 members 
Entering Unmasked Estep 
Score: -27939356.000000 Penalty: 6057.585938
	Iteration 56Q: 3 clusters Score -2.793936e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119345 members 
Mstep: Class 2 contains 82020 members 
Entering Unmasked Estep 
Score: -27939982.000000 Penalty: 6057.585938
	Iteration 57Q: 3 clusters Score -2.793998e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122081 members 
Mstep: Class 2 contains 79284 members 
Entering Unmasked Estep 
Score: -27940524.000000 Penalty: 6057.585938
	Iteration 58Q: 3 clusters Score -2.794052e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125074 members 
Mstep: Class 2 contains 76291 members 
Entering Unmasked Estep 
Score: -27940904.000000 Penalty: 6057.585938
	Iteration 59Q: 3 clusters Score -2.79409e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128347 members 
Mstep: Class 2 contains 73018 members 
Entering Unmasked Estep 
Score: -27941440.000000 Penalty: 6057.585938
	Iteration 60F: 3 clusters Score -2.794144e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132059 members 
Mstep: Class 2 contains 69306 members 
Entering Unmasked Estep 
Score: -27941858.000000 Penalty: 6057.585938
	Iteration 61Q: 3 clusters Score -2.794186e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136243 members 
Mstep: Class 2 contains 65122 members 
Entering Unmasked Estep 
Score: -27942434.000000 Penalty: 6057.585938
	Iteration 62Q: 3 clusters Score -2.794243e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140572 members 
Mstep: Class 2 contains 60793 members 
Entering Unmasked Estep 
Score: -27943108.000000 Penalty: 6057.585938
	Iteration 63Q: 3 clusters Score -2.794311e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145194 members 
Mstep: Class 2 contains 56171 members 
Entering Unmasked Estep 
Score: -27943706.000000 Penalty: 6057.585938
	Iteration 64Q: 3 clusters Score -2.794371e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150015 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -27944596.000000 Penalty: 6057.585938
	Iteration 65Q: 3 clusters Score -2.79446e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154948 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -27945464.000000 Penalty: 6057.585938
	Iteration 66Q: 3 clusters Score -2.794546e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159746 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -27946222.000000 Penalty: 6057.585938
	Iteration 67Q: 3 clusters Score -2.794622e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164446 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -27946740.000000 Penalty: 6057.585938
	Iteration 68Q: 3 clusters Score -2.794674e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168738 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -27947406.000000 Penalty: 6057.585938
	Iteration 69Q: 3 clusters Score -2.794741e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172731 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -27947962.000000 Penalty: 6057.585938
	Iteration 70Q: 3 clusters Score -2.794796e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176402 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -27948206.000000 Penalty: 6057.585938
	Iteration 71Q: 3 clusters Score -2.794821e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179552 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -27948558.000000 Penalty: 6057.585938
	Iteration 72Q: 3 clusters Score -2.794856e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182172 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -27948854.000000 Penalty: 6057.585938
	Iteration 73Q: 3 clusters Score -2.794885e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184332 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -27949356.000000 Penalty: 6057.585938
	Iteration 74Q: 3 clusters Score -2.794936e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186136 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -27949696.000000 Penalty: 6057.585938
	Iteration 75Q: 3 clusters Score -2.79497e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187569 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -27949986.000000 Penalty: 6057.585938
	Iteration 76Q: 3 clusters Score -2.794999e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188670 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -27950258.000000 Penalty: 6057.585938
	Iteration 77Q: 3 clusters Score -2.795026e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189520 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -27950400.000000 Penalty: 6057.585938
	Iteration 78Q: 3 clusters Score -2.79504e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190238 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -27950470.000000 Penalty: 6057.585938
	Iteration 79Q: 3 clusters Score -2.795047e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190814 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -27951254.000000 Penalty: 6057.585938
	Iteration 80F: 3 clusters Score -2.795125e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192594 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -27951660.000000 Penalty: 6057.585938
	Iteration 81Q: 3 clusters Score -2.795166e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194001 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -27952024.000000 Penalty: 6057.585938
	Iteration 82Q: 3 clusters Score -2.795202e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195138 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -27952102.000000 Penalty: 6057.585938
	Iteration 83Q: 3 clusters Score -2.79521e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196021 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -27952206.000000 Penalty: 6057.585938
	Iteration 84Q: 3 clusters Score -2.795221e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196729 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -27952308.000000 Penalty: 6057.585938
	Iteration 85Q: 3 clusters Score -2.795231e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197265 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -27952394.000000 Penalty: 6057.585938
	Iteration 86Q: 3 clusters Score -2.795239e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197729 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -27952428.000000 Penalty: 6057.585938
	Iteration 87Q: 3 clusters Score -2.795243e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198119 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -27952408.000000 Penalty: 6057.585938
	Iteration 88Q: 3 clusters Score -2.795241e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198464 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -27952414.000000 Penalty: 6057.585938
	Iteration 89Q: 3 clusters Score -2.795241e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198772 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -27952320.000000 Penalty: 6057.585938
	Iteration 90Q: 3 clusters Score -2.795232e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199012 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -27952280.000000 Penalty: 6057.585938
	Iteration 91Q: 3 clusters Score -2.795228e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199258 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -27952270.000000 Penalty: 6057.585938
	Iteration 92Q: 3 clusters Score -2.795227e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199452 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -27952186.000000 Penalty: 6057.585938
	Iteration 93Q: 3 clusters Score -2.795219e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199616 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -27952136.000000 Penalty: 6057.585938
	Iteration 94Q: 3 clusters Score -2.795214e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199778 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -27952104.000000 Penalty: 6057.585938
	Iteration 95Q: 3 clusters Score -2.79521e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199900 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -27952072.000000 Penalty: 6057.585938
	Iteration 96Q: 3 clusters Score -2.795207e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199994 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -27952018.000000 Penalty: 6057.585938
	Iteration 97Q: 3 clusters Score -2.795202e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200070 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -27952048.000000 Penalty: 6057.585938
	Iteration 98Q: 3 clusters Score -2.795205e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200139 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -27952030.000000 Penalty: 6057.585938
	Iteration 99Q: 3 clusters Score -2.795203e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200198 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -27951994.000000 Penalty: 6057.585938
	Iteration 100F: 3 clusters Score -2.795199e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200245 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -27952016.000000 Penalty: 6057.585938
	Iteration 101Q: 3 clusters Score -2.795202e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200287 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -27951960.000000 Penalty: 6057.585938
	Iteration 102Q: 3 clusters Score -2.795196e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200315 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -27951960.000000 Penalty: 6057.585938
	Iteration 103Q: 3 clusters Score -2.795196e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200335 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -27951932.000000 Penalty: 6057.585938
	Iteration 104Q: 3 clusters Score -2.795193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200353 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -27951930.000000 Penalty: 6057.585938
	Iteration 105Q: 3 clusters Score -2.795193e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200366 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -27951942.000000 Penalty: 6057.585938
	Iteration 106Q: 3 clusters Score -2.795194e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200385 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -27951954.000000 Penalty: 6057.585938
	Iteration 107Q: 3 clusters Score -2.795195e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200409 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -27951948.000000 Penalty: 6057.585938
	Iteration 108Q: 3 clusters Score -2.795195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200417 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -27951952.000000 Penalty: 6057.585938
	Iteration 109Q: 3 clusters Score -2.795195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200427 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -27951950.000000 Penalty: 6057.585938
	Iteration 110Q: 3 clusters Score -2.795195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200433 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -27951926.000000 Penalty: 6057.585938
	Iteration 111Q: 3 clusters Score -2.795193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200439 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -27951938.000000 Penalty: 6057.585938
	Iteration 112Q: 3 clusters Score -2.795194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200448 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -27951960.000000 Penalty: 6057.585938
	Iteration 113Q: 3 clusters Score -2.795196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200459 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -27951942.000000 Penalty: 6057.585938
	Iteration 114Q: 3 clusters Score -2.795194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200466 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -27951942.000000 Penalty: 6057.585938
	Iteration 115Q: 3 clusters Score -2.795194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200474 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -27951940.000000 Penalty: 6057.585938
	Iteration 116Q: 3 clusters Score -2.795194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200484 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -27951930.000000 Penalty: 6057.585938
	Iteration 117Q: 3 clusters Score -2.795193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200491 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -27951930.000000 Penalty: 6057.585938
	Iteration 118Q: 3 clusters Score -2.795193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200504 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -27951920.000000 Penalty: 6057.585938
	Iteration 119Q: 3 clusters Score -2.795192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200514 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -27951922.000000 Penalty: 6057.585938
	Iteration 120F: 3 clusters Score -2.795192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200521 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -27951900.000000 Penalty: 6057.585938
	Iteration 121Q: 3 clusters Score -2.79519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200524 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -27951910.000000 Penalty: 6057.585938
	Iteration 122Q: 3 clusters Score -2.795191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200527 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -27951916.000000 Penalty: 6057.585938
	Iteration 123Q: 3 clusters Score -2.795192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200531 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -27951902.000000 Penalty: 6057.585938
	Iteration 124Q: 3 clusters Score -2.79519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200533 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -27951910.000000 Penalty: 6057.585938
	Iteration 125Q: 3 clusters Score -2.795191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200533 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -27951908.000000 Penalty: 6057.585938
	Iteration 126Q: 3 clusters Score -2.795191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200535 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -27951902.000000 Penalty: 6057.585938
	Iteration 127Q: 3 clusters Score -2.79519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200537 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -27951904.000000 Penalty: 6057.585938
	Iteration 128Q: 3 clusters Score -2.79519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200539 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -27951910.000000 Penalty: 6057.585938
	Iteration 129Q: 3 clusters Score -2.795191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200544 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -27951890.000000 Penalty: 6057.585938
	Iteration 130Q: 3 clusters Score -2.795189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200547 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -27951876.000000 Penalty: 6057.585938
	Iteration 131Q: 3 clusters Score -2.795188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200556 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -27951894.000000 Penalty: 6057.585938
	Iteration 132Q: 3 clusters Score -2.795189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200562 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -27951864.000000 Penalty: 6057.585938
	Iteration 133Q: 3 clusters Score -2.795186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200568 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -27951880.000000 Penalty: 6057.585938
	Iteration 134Q: 3 clusters Score -2.795188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200569 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -27951858.000000 Penalty: 6057.585938
	Iteration 135Q: 3 clusters Score -2.795186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200570 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -27951876.000000 Penalty: 6057.585938
	Iteration 136Q: 3 clusters Score -2.795188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200574 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -27951866.000000 Penalty: 6057.585938
	Iteration 137Q: 3 clusters Score -2.795187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200575 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -27951874.000000 Penalty: 6057.585938
	Iteration 138Q: 3 clusters Score -2.795187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200575 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -27951874.000000 Penalty: 6057.585938
	Iteration 139F: 3 clusters Score -2.795187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -113738.007812 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -113738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111870.265625 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -111870.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -112128.578125 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -112128.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -112237.453125 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -112237.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -112307.335938 Penalty: 3357.742432
	Iteration 3Q: 3 clusters Score -112307.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112353.250000 Penalty: 3357.742432
	Iteration 4Q: 3 clusters Score -112353.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -112408.015625 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -112408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -112460.796875 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -112460.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -112504.937500 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -112504.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -112533.960938 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -112534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -112554.421875 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -112554.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -112567.281250 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -112567.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -112587.320312 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -112587.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -112613.976562 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -112614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -112630.179688 Penalty: 3357.742432
	Iteration 13Q: 3 clusters Score -112630.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -112658.000000 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -112658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -112706.757812 Penalty: 3357.742432
	Iteration 15Q: 3 clusters Score -112706.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -112744.851562 Penalty: 3357.742432
	Iteration 16Q: 3 clusters Score -112744.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -112760.148438 Penalty: 3357.742432
	Iteration 17Q: 3 clusters Score -112760.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -112769.945312 Penalty: 3357.742432
	Iteration 18Q: 3 clusters Score -112769.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -112800.757812 Penalty: 3357.742432
	Iteration 19Q: 3 clusters Score -112800.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -112819.523438 Penalty: 3357.742432
	Iteration 20F: 3 clusters Score -112819.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -112850.914062 Penalty: 3357.742432
	Iteration 21Q: 3 clusters Score -112850.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -112872.945312 Penalty: 3357.742432
	Iteration 22Q: 3 clusters Score -112872.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -112896.867188 Penalty: 3357.742432
	Iteration 23Q: 3 clusters Score -112896.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -112918.257812 Penalty: 3357.742432
	Iteration 24Q: 3 clusters Score -112918.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -112941.273438 Penalty: 3357.742432
	Iteration 25Q: 3 clusters Score -112941.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -112956.093750 Penalty: 3357.742432
	Iteration 26Q: 3 clusters Score -112956.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -112978.632812 Penalty: 3357.742432
	Iteration 27Q: 3 clusters Score -112978.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -112994.984375 Penalty: 3357.742432
	Iteration 28Q: 3 clusters Score -112995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -113017.101562 Penalty: 3357.742432
	Iteration 29Q: 3 clusters Score -113017.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -113044.976562 Penalty: 3357.742432
	Iteration 30Q: 3 clusters Score -113045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -113106.289062 Penalty: 3357.742432
	Iteration 31Q: 3 clusters Score -113106.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -113209.335938 Penalty: 3357.742432
	Iteration 32Q: 3 clusters Score -113209.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -113336.242188 Penalty: 3357.742432
	Iteration 33Q: 3 clusters Score -113336.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -113396.742188 Penalty: 3357.742432
	Iteration 34Q: 3 clusters Score -113396.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -113454.203125 Penalty: 3357.742432
	Iteration 35Q: 3 clusters Score -113454.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -113495.117188 Penalty: 3357.742432
	Iteration 36Q: 3 clusters Score -113495.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -113547.718750 Penalty: 3357.742432
	Iteration 37Q: 3 clusters Score -113547.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -113581.789062 Penalty: 3357.742432
	Iteration 38Q: 3 clusters Score -113581.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -113594.875000 Penalty: 3357.742432
	Iteration 39Q: 3 clusters Score -113594.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -113608.171875 Penalty: 3357.742432
	Iteration 40F: 3 clusters Score -113608.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -113618.289062 Penalty: 3357.742432
	Iteration 41Q: 3 clusters Score -113618.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -113622.710938 Penalty: 3357.742432
	Iteration 42Q: 3 clusters Score -113622.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -113626.093750 Penalty: 3357.742432
	Iteration 43Q: 3 clusters Score -113626.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -113626.093750 Penalty: 3357.742432
	Iteration 44F: 3 clusters Score -113626.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Entering Unmasked Estep 
Score: -1660434.125000 Penalty: 2337.171875
	Iteration 0F: 2 clusters Score -1660434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1651172.375000 Penalty: 4674.343750
	Iteration 0F: 3 clusters Score -1651172 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1654260.375000 Penalty: 4674.343750
	Iteration 1F: 3 clusters Score -1654260 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1654935.125000 Penalty: 4674.343750
	Iteration 2F: 3 clusters Score -1654935 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1655648.375000 Penalty: 4674.343750
	Iteration 3F: 3 clusters Score -1655648 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1656386.625000 Penalty: 4674.343750
	Iteration 4F: 3 clusters Score -1656387 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1656985.625000 Penalty: 4674.343750
	Iteration 5F: 3 clusters Score -1656986 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1657533.375000 Penalty: 4674.343750
	Iteration 6F: 3 clusters Score -1657533 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1657998.375000 Penalty: 4674.343750
	Iteration 7F: 3 clusters Score -1657998 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1658382.875000 Penalty: 4674.343750
	Iteration 8Q: 3 clusters Score -1658383 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1658704.750000 Penalty: 4674.343750
	Iteration 9Q: 3 clusters Score -1658705 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1658962.500000 Penalty: 4674.343750
	Iteration 10Q: 3 clusters Score -1658962 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1659175.375000 Penalty: 4674.343750
	Iteration 11Q: 3 clusters Score -1659175 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1659304.500000 Penalty: 4674.343750
	Iteration 12Q: 3 clusters Score -1659304 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1659391.500000 Penalty: 4674.343750
	Iteration 13Q: 3 clusters Score -1659392 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1659464.375000 Penalty: 4674.343750
	Iteration 14Q: 3 clusters Score -1659464 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1659525.500000 Penalty: 4674.343750
	Iteration 15Q: 3 clusters Score -1659526 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1659595.625000 Penalty: 4674.343750
	Iteration 16Q: 3 clusters Score -1659596 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1659674.500000 Penalty: 4674.343750
	Iteration 17Q: 3 clusters Score -1659674 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1659758.125000 Penalty: 4674.343750
	Iteration 18Q: 3 clusters Score -1659758 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1659845.250000 Penalty: 4674.343750
	Iteration 19Q: 3 clusters Score -1659845 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1659944.125000 Penalty: 4674.343750
	Iteration 20F: 3 clusters Score -1659944 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1660048.250000 Penalty: 4674.343750
	Iteration 21Q: 3 clusters Score -1660048 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1660142.000000 Penalty: 4674.343750
	Iteration 22Q: 3 clusters Score -1660142 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1660198.250000 Penalty: 4674.343750
	Iteration 23Q: 3 clusters Score -1660198 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1660241.500000 Penalty: 4674.343750
	Iteration 24Q: 3 clusters Score -1660242 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1660274.875000 Penalty: 4674.343750
	Iteration 25Q: 3 clusters Score -1660275 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1660308.125000 Penalty: 4674.343750
	Iteration 26Q: 3 clusters Score -1660308 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1660331.125000 Penalty: 4674.343750
	Iteration 27Q: 3 clusters Score -1660331 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1660356.000000 Penalty: 4674.343750
	Iteration 28Q: 3 clusters Score -1660356 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1660365.625000 Penalty: 4674.343750
	Iteration 29Q: 3 clusters Score -1660366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1660379.000000 Penalty: 4674.343750
	Iteration 30Q: 3 clusters Score -1660379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1660379.875000 Penalty: 4674.343750
	Iteration 31Q: 3 clusters Score -1660380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1660384.500000 Penalty: 4674.343750
	Iteration 32Q: 3 clusters Score -1660384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1660388.375000 Penalty: 4674.343750
	Iteration 33Q: 3 clusters Score -1660388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1660388.750000 Penalty: 4674.343750
	Iteration 34Q: 3 clusters Score -1660389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1660389.875000 Penalty: 4674.343750
	Iteration 35Q: 3 clusters Score -1660390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1660392.125000 Penalty: 4674.343750
	Iteration 36Q: 3 clusters Score -1660392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1660396.250000 Penalty: 4674.343750
	Iteration 37Q: 3 clusters Score -1660396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1660400.125000 Penalty: 4674.343750
	Iteration 38Q: 3 clusters Score -1660400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1660404.000000 Penalty: 4674.343750
	Iteration 39Q: 3 clusters Score -1660404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1660404.625000 Penalty: 4674.343750
	Iteration 40F: 3 clusters Score -1660405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1660408.125000 Penalty: 4674.343750
	Iteration 41Q: 3 clusters Score -1660408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1660408.750000 Penalty: 4674.343750
	Iteration 42Q: 3 clusters Score -1660409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1660411.000000 Penalty: 4674.343750
	Iteration 43Q: 3 clusters Score -1660411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1660413.125000 Penalty: 4674.343750
	Iteration 44Q: 3 clusters Score -1660413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1660416.250000 Penalty: 4674.343750
	Iteration 45Q: 3 clusters Score -1660416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1660415.625000 Penalty: 4674.343750
	Iteration 46Q: 3 clusters Score -1660416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1660415.125000 Penalty: 4674.343750
	Iteration 47Q: 3 clusters Score -1660415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1660416.500000 Penalty: 4674.343750
	Iteration 48Q: 3 clusters Score -1660416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1660415.000000 Penalty: 4674.343750
	Iteration 49Q: 3 clusters Score -1660415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1660416.250000 Penalty: 4674.343750
	Iteration 50Q: 3 clusters Score -1660416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1660417.125000 Penalty: 4674.343750
	Iteration 51Q: 3 clusters Score -1660417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1660417.375000 Penalty: 4674.343750
	Iteration 52Q: 3 clusters Score -1660417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1660418.750000 Penalty: 4674.343750
	Iteration 53Q: 3 clusters Score -1660419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1660418.750000 Penalty: 4674.343750
	Iteration 54Q: 3 clusters Score -1660419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1660420.000000 Penalty: 4674.343750
	Iteration 55Q: 3 clusters Score -1660420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1660420.000000 Penalty: 4674.343750
	Iteration 56F: 3 clusters Score -1660420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (146480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146480 members 
Entering Unmasked Estep 
Score: -20275050.000000 Penalty: 2949.871582
	Iteration 0F: 2 clusters Score -2.027505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73302 members 
Mstep: Class 2 contains 73178 members 
Entering Unmasked Estep 
Score: -20179962.000000 Penalty: 5899.743164
	Iteration 0F: 3 clusters Score -2.017996e+07 nChanged 70067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75127 members 
Mstep: Class 2 contains 71353 members 
Entering Unmasked Estep 
Score: -20220860.000000 Penalty: 5899.743164
	Iteration 1F: 3 clusters Score -2.022086e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76250 members 
Mstep: Class 2 contains 70230 members 
Entering Unmasked Estep 
Score: -20221762.000000 Penalty: 5899.743164
	Iteration 2Q: 3 clusters Score -2.022176e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77919 members 
Mstep: Class 2 contains 68561 members 
Entering Unmasked Estep 
Score: -20222878.000000 Penalty: 5899.743164
	Iteration 3Q: 3 clusters Score -2.022288e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 66170 members 
Entering Unmasked Estep 
Score: -20224082.000000 Penalty: 5899.743164
	Iteration 4Q: 3 clusters Score -2.022408e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83915 members 
Mstep: Class 2 contains 62565 members 
Entering Unmasked Estep 
Score: -20226082.000000 Penalty: 5899.743164
	Iteration 5Q: 3 clusters Score -2.022608e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89156 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -20229000.000000 Penalty: 5899.743164
	Iteration 6Q: 3 clusters Score -2.0229e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96433 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -20233766.000000 Penalty: 5899.743164
	Iteration 7F: 3 clusters Score -2.023377e+07 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105443 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -20240630.000000 Penalty: 5899.743164
	Iteration 8F: 3 clusters Score -2.024063e+07 nChanged 10182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115415 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -20249102.000000 Penalty: 5899.743164
	Iteration 9F: 3 clusters Score -2.02491e+07 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124560 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -20256842.000000 Penalty: 5899.743164
	Iteration 10F: 3 clusters Score -2.025684e+07 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131762 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -20262660.000000 Penalty: 5899.743164
	Iteration 11Q: 3 clusters Score -2.026266e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136740 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -20266492.000000 Penalty: 5899.743164
	Iteration 12Q: 3 clusters Score -2.026649e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140110 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -20269128.000000 Penalty: 5899.743164
	Iteration 13Q: 3 clusters Score -2.026913e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142226 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -20270512.000000 Penalty: 5899.743164
	Iteration 14Q: 3 clusters Score -2.027051e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143595 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -20271432.000000 Penalty: 5899.743164
	Iteration 15Q: 3 clusters Score -2.027143e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144404 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -20271880.000000 Penalty: 5899.743164
	Iteration 16Q: 3 clusters Score -2.027188e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144883 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -20272144.000000 Penalty: 5899.743164
	Iteration 17Q: 3 clusters Score -2.027214e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145182 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -20272320.000000 Penalty: 5899.743164
	Iteration 18Q: 3 clusters Score -2.027232e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145395 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -20272418.000000 Penalty: 5899.743164
	Iteration 19Q: 3 clusters Score -2.027242e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145536 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -20272510.000000 Penalty: 5899.743164
	Iteration 20F: 3 clusters Score -2.027251e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145629 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -20272580.000000 Penalty: 5899.743164
	Iteration 21Q: 3 clusters Score -2.027258e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145676 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -20272578.000000 Penalty: 5899.743164
	Iteration 22Q: 3 clusters Score -2.027258e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145717 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -20272588.000000 Penalty: 5899.743164
	Iteration 23Q: 3 clusters Score -2.027259e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145740 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -20272608.000000 Penalty: 5899.743164
	Iteration 24Q: 3 clusters Score -2.027261e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145765 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -20272636.000000 Penalty: 5899.743164
	Iteration 25Q: 3 clusters Score -2.027264e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145780 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -20272650.000000 Penalty: 5899.743164
	Iteration 26Q: 3 clusters Score -2.027265e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145793 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -20272676.000000 Penalty: 5899.743164
	Iteration 27Q: 3 clusters Score -2.027268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145799 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -20272682.000000 Penalty: 5899.743164
	Iteration 28Q: 3 clusters Score -2.027268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145803 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -20272702.000000 Penalty: 5899.743164
	Iteration 29Q: 3 clusters Score -2.02727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145805 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -20272692.000000 Penalty: 5899.743164
	Iteration 30Q: 3 clusters Score -2.027269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145806 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -20272694.000000 Penalty: 5899.743164
	Iteration 31Q: 3 clusters Score -2.027269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145807 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -20272692.000000 Penalty: 5899.743164
	Iteration 32Q: 3 clusters Score -2.027269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145807 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -20272692.000000 Penalty: 5899.743164
	Iteration 33F: 3 clusters Score -2.027269e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Entering Unmasked Estep 
Score: -6512252.500000 Penalty: 2669.831299
	Iteration 0F: 2 clusters Score -6512252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -6480178.500000 Penalty: 5339.662598
	Iteration 0F: 3 clusters Score -6480178 nChanged 21911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -6492670.000000 Penalty: 5339.662598
	Iteration 1F: 3 clusters Score -6492670 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -6493383.500000 Penalty: 5339.662598
	Iteration 2Q: 3 clusters Score -6493384 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -6494327.000000 Penalty: 5339.662598
	Iteration 3Q: 3 clusters Score -6494327 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -6495754.000000 Penalty: 5339.662598
	Iteration 4F: 3 clusters Score -6495754 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -6497806.000000 Penalty: 5339.662598
	Iteration 5F: 3 clusters Score -6497806 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -6500359.500000 Penalty: 5339.662598
	Iteration 6F: 3 clusters Score -6500360 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -6502998.000000 Penalty: 5339.662598
	Iteration 7F: 3 clusters Score -6502998 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -6505387.500000 Penalty: 5339.662598
	Iteration 8F: 3 clusters Score -6505388 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -6507333.500000 Penalty: 5339.662598
	Iteration 9Q: 3 clusters Score -6507334 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -6508657.000000 Penalty: 5339.662598
	Iteration 10Q: 3 clusters Score -6508657 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -6509591.000000 Penalty: 5339.662598
	Iteration 11Q: 3 clusters Score -6509591 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -6510219.000000 Penalty: 5339.662598
	Iteration 12Q: 3 clusters Score -6510219 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -6510581.500000 Penalty: 5339.662598
	Iteration 13Q: 3 clusters Score -6510582 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -6510884.500000 Penalty: 5339.662598
	Iteration 14Q: 3 clusters Score -6510884 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -6511105.500000 Penalty: 5339.662598
	Iteration 15Q: 3 clusters Score -6511106 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -6511201.000000 Penalty: 5339.662598
	Iteration 16Q: 3 clusters Score -6511201 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -6511348.000000 Penalty: 5339.662598
	Iteration 17Q: 3 clusters Score -6511348 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -6511413.000000 Penalty: 5339.662598
	Iteration 18Q: 3 clusters Score -6511413 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -6511503.500000 Penalty: 5339.662598
	Iteration 19Q: 3 clusters Score -6511504 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -6511565.500000 Penalty: 5339.662598
	Iteration 20F: 3 clusters Score -6511566 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -6511618.500000 Penalty: 5339.662598
	Iteration 21Q: 3 clusters Score -6511618 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -6511671.000000 Penalty: 5339.662598
	Iteration 22Q: 3 clusters Score -6511671 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -6511710.000000 Penalty: 5339.662598
	Iteration 23Q: 3 clusters Score -6511710 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -6511762.500000 Penalty: 5339.662598
	Iteration 24Q: 3 clusters Score -6511762 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -6511807.500000 Penalty: 5339.662598
	Iteration 25Q: 3 clusters Score -6511808 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -6511805.500000 Penalty: 5339.662598
	Iteration 26Q: 3 clusters Score -6511806 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -6511824.500000 Penalty: 5339.662598
	Iteration 27Q: 3 clusters Score -6511824 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -6511855.000000 Penalty: 5339.662598
	Iteration 28Q: 3 clusters Score -6511855 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -6511871.000000 Penalty: 5339.662598
	Iteration 29Q: 3 clusters Score -6511871 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -6511864.500000 Penalty: 5339.662598
	Iteration 30Q: 3 clusters Score -6511864 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -6511877.000000 Penalty: 5339.662598
	Iteration 31Q: 3 clusters Score -6511877 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -6511875.500000 Penalty: 5339.662598
	Iteration 32Q: 3 clusters Score -6511876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -6511881.500000 Penalty: 5339.662598
	Iteration 33Q: 3 clusters Score -6511882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -6511882.000000 Penalty: 5339.662598
	Iteration 34Q: 3 clusters Score -6511882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -6511892.500000 Penalty: 5339.662598
	Iteration 35Q: 3 clusters Score -6511892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -6511893.500000 Penalty: 5339.662598
	Iteration 36Q: 3 clusters Score -6511894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -6511893.500000 Penalty: 5339.662598
	Iteration 37Q: 3 clusters Score -6511894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -6511890.500000 Penalty: 5339.662598
	Iteration 38Q: 3 clusters Score -6511890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -6511891.500000 Penalty: 5339.662598
	Iteration 39Q: 3 clusters Score -6511892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -6511902.500000 Penalty: 5339.662598
	Iteration 40F: 3 clusters Score -6511902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -6511903.500000 Penalty: 5339.662598
	Iteration 41Q: 3 clusters Score -6511904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -6511910.000000 Penalty: 5339.662598
	Iteration 42Q: 3 clusters Score -6511910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -6511914.000000 Penalty: 5339.662598
	Iteration 43Q: 3 clusters Score -6511914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -6511911.000000 Penalty: 5339.662598
	Iteration 44Q: 3 clusters Score -6511911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -6511907.000000 Penalty: 5339.662598
	Iteration 45Q: 3 clusters Score -6511907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -6511907.500000 Penalty: 5339.662598
	Iteration 46Q: 3 clusters Score -6511908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -6511904.500000 Penalty: 5339.662598
	Iteration 47Q: 3 clusters Score -6511904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -6511911.000000 Penalty: 5339.662598
	Iteration 48Q: 3 clusters Score -6511911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -6511918.000000 Penalty: 5339.662598
	Iteration 49Q: 3 clusters Score -6511918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -6511907.000000 Penalty: 5339.662598
	Iteration 50Q: 3 clusters Score -6511907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -6511914.000000 Penalty: 5339.662598
	Iteration 51Q: 3 clusters Score -6511914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -6511919.000000 Penalty: 5339.662598
	Iteration 52Q: 3 clusters Score -6511919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -6511914.000000 Penalty: 5339.662598
	Iteration 53Q: 3 clusters Score -6511914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -6511912.500000 Penalty: 5339.662598
	Iteration 54Q: 3 clusters Score -6511912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -6511908.000000 Penalty: 5339.662598
	Iteration 55Q: 3 clusters Score -6511908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -6511912.000000 Penalty: 5339.662598
	Iteration 56Q: 3 clusters Score -6511912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -6511910.000000 Penalty: 5339.662598
	Iteration 57Q: 3 clusters Score -6511910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -6511911.500000 Penalty: 5339.662598
	Iteration 58Q: 3 clusters Score -6511912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -6511911.000000 Penalty: 5339.662598
	Iteration 59Q: 3 clusters Score -6511911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -6511911.000000 Penalty: 5339.662598
	Iteration 60F: 3 clusters Score -6511911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -6511914.500000 Penalty: 5339.662598
	Iteration 61Q: 3 clusters Score -6511914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -6511914.000000 Penalty: 5339.662598
	Iteration 62Q: 3 clusters Score -6511914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -6511914.500000 Penalty: 5339.662598
	Iteration 63Q: 3 clusters Score -6511914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -6511914.000000 Penalty: 5339.662598
	Iteration 64Q: 3 clusters Score -6511914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -6511919.000000 Penalty: 5339.662598
	Iteration 65Q: 3 clusters Score -6511919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -6511923.000000 Penalty: 5339.662598
	Iteration 66Q: 3 clusters Score -6511923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -6511925.000000 Penalty: 5339.662598
	Iteration 67Q: 3 clusters Score -6511925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -6511925.000000 Penalty: 5339.662598
	Iteration 68Q: 3 clusters Score -6511925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -6511927.500000 Penalty: 5339.662598
	Iteration 69Q: 3 clusters Score -6511928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -6511923.000000 Penalty: 5339.662598
	Iteration 70Q: 3 clusters Score -6511923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -6511922.500000 Penalty: 5339.662598
	Iteration 71Q: 3 clusters Score -6511922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -6511919.500000 Penalty: 5339.662598
	Iteration 72Q: 3 clusters Score -6511920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -6511914.000000 Penalty: 5339.662598
	Iteration 73Q: 3 clusters Score -6511914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -6511911.000000 Penalty: 5339.662598
	Iteration 74Q: 3 clusters Score -6511911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -6511908.500000 Penalty: 5339.662598
	Iteration 75Q: 3 clusters Score -6511908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -6511909.500000 Penalty: 5339.662598
	Iteration 76Q: 3 clusters Score -6511910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -6511906.000000 Penalty: 5339.662598
	Iteration 77Q: 3 clusters Score -6511906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -6511906.000000 Penalty: 5339.662598
	Iteration 78F: 3 clusters Score -6511906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Entering Unmasked Estep 
Score: -696855.000000 Penalty: 2139.259766
	Iteration 0F: 2 clusters Score -696855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -691985.312500 Penalty: 4278.519531
	Iteration 0F: 3 clusters Score -691985.3 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -693547.250000 Penalty: 4278.519531
	Iteration 1F: 3 clusters Score -693547.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -694015.312500 Penalty: 4278.519531
	Iteration 2F: 3 clusters Score -694015.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -694375.687500 Penalty: 4278.519531
	Iteration 3F: 3 clusters Score -694375.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -694709.812500 Penalty: 4278.519531
	Iteration 4F: 3 clusters Score -694709.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -695003.562500 Penalty: 4278.519531
	Iteration 5F: 3 clusters Score -695003.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -695212.000000 Penalty: 4278.519531
	Iteration 6Q: 3 clusters Score -695212 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -695355.125000 Penalty: 4278.519531
	Iteration 7Q: 3 clusters Score -695355.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -695465.250000 Penalty: 4278.519531
	Iteration 8Q: 3 clusters Score -695465.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -695551.625000 Penalty: 4278.519531
	Iteration 9Q: 3 clusters Score -695551.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -695611.687500 Penalty: 4278.519531
	Iteration 10Q: 3 clusters Score -695611.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -695664.625000 Penalty: 4278.519531
	Iteration 11Q: 3 clusters Score -695664.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -695715.187500 Penalty: 4278.519531
	Iteration 12Q: 3 clusters Score -695715.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -695764.562500 Penalty: 4278.519531
	Iteration 13Q: 3 clusters Score -695764.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -695826.375000 Penalty: 4278.519531
	Iteration 14Q: 3 clusters Score -695826.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -695864.312500 Penalty: 4278.519531
	Iteration 15Q: 3 clusters Score -695864.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -695890.312500 Penalty: 4278.519531
	Iteration 16Q: 3 clusters Score -695890.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -695918.750000 Penalty: 4278.519531
	Iteration 17Q: 3 clusters Score -695918.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -695937.500000 Penalty: 4278.519531
	Iteration 18Q: 3 clusters Score -695937.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -695952.812500 Penalty: 4278.519531
	Iteration 19Q: 3 clusters Score -695952.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -695969.312500 Penalty: 4278.519531
	Iteration 20F: 3 clusters Score -695969.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -695992.062500 Penalty: 4278.519531
	Iteration 21Q: 3 clusters Score -695992.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -696010.625000 Penalty: 4278.519531
	Iteration 22Q: 3 clusters Score -696010.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -696033.187500 Penalty: 4278.519531
	Iteration 23Q: 3 clusters Score -696033.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -696065.187500 Penalty: 4278.519531
	Iteration 24Q: 3 clusters Score -696065.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -696101.125000 Penalty: 4278.519531
	Iteration 25Q: 3 clusters Score -696101.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -696140.312500 Penalty: 4278.519531
	Iteration 26Q: 3 clusters Score -696140.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -696171.062500 Penalty: 4278.519531
	Iteration 27Q: 3 clusters Score -696171.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -696188.375000 Penalty: 4278.519531
	Iteration 28Q: 3 clusters Score -696188.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -696198.750000 Penalty: 4278.519531
	Iteration 29Q: 3 clusters Score -696198.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -696208.750000 Penalty: 4278.519531
	Iteration 30Q: 3 clusters Score -696208.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -696217.875000 Penalty: 4278.519531
	Iteration 31Q: 3 clusters Score -696217.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -696225.500000 Penalty: 4278.519531
	Iteration 32Q: 3 clusters Score -696225.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -696234.375000 Penalty: 4278.519531
	Iteration 33Q: 3 clusters Score -696234.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -696239.062500 Penalty: 4278.519531
	Iteration 34Q: 3 clusters Score -696239.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -696239.937500 Penalty: 4278.519531
	Iteration 35Q: 3 clusters Score -696239.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -696242.125000 Penalty: 4278.519531
	Iteration 36Q: 3 clusters Score -696242.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -696245.875000 Penalty: 4278.519531
	Iteration 37Q: 3 clusters Score -696245.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -696246.562500 Penalty: 4278.519531
	Iteration 38Q: 3 clusters Score -696246.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -696248.000000 Penalty: 4278.519531
	Iteration 39Q: 3 clusters Score -696248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -696248.687500 Penalty: 4278.519531
	Iteration 40F: 3 clusters Score -696248.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -696248.375000 Penalty: 4278.519531
	Iteration 41Q: 3 clusters Score -696248.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -696248.375000 Penalty: 4278.519531
	Iteration 42F: 3 clusters Score -696248.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Entering Unmasked Estep 
Score: -5009852.500000 Penalty: 2600.128662
	Iteration 0F: 2 clusters Score -5009852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -4985538.000000 Penalty: 5200.257324
	Iteration 0F: 3 clusters Score -4985538 nChanged 16218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -4994314.500000 Penalty: 5200.257324
	Iteration 1F: 3 clusters Score -4994314 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -4994828.500000 Penalty: 5200.257324
	Iteration 2Q: 3 clusters Score -4994828 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -4995397.000000 Penalty: 5200.257324
	Iteration 3Q: 3 clusters Score -4995397 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -4996092.500000 Penalty: 5200.257324
	Iteration 4Q: 3 clusters Score -4996092 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -4997117.000000 Penalty: 5200.257324
	Iteration 5F: 3 clusters Score -4997117 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -4998678.500000 Penalty: 5200.257324
	Iteration 6F: 3 clusters Score -4998678 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -5000961.500000 Penalty: 5200.257324
	Iteration 7F: 3 clusters Score -5000962 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -5003548.000000 Penalty: 5200.257324
	Iteration 8F: 3 clusters Score -5003548 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -5005546.500000 Penalty: 5200.257324
	Iteration 9F: 3 clusters Score -5005546 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -5006635.500000 Penalty: 5200.257324
	Iteration 10Q: 3 clusters Score -5006636 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -5007119.000000 Penalty: 5200.257324
	Iteration 11Q: 3 clusters Score -5007119 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -5007357.500000 Penalty: 5200.257324
	Iteration 12Q: 3 clusters Score -5007358 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -5007494.500000 Penalty: 5200.257324
	Iteration 13Q: 3 clusters Score -5007494 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -5007569.000000 Penalty: 5200.257324
	Iteration 14Q: 3 clusters Score -5007569 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -5007627.500000 Penalty: 5200.257324
	Iteration 15Q: 3 clusters Score -5007628 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -5007675.000000 Penalty: 5200.257324
	Iteration 16Q: 3 clusters Score -5007675 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -5007703.500000 Penalty: 5200.257324
	Iteration 17Q: 3 clusters Score -5007704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -5007732.000000 Penalty: 5200.257324
	Iteration 18Q: 3 clusters Score -5007732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -5007763.000000 Penalty: 5200.257324
	Iteration 19Q: 3 clusters Score -5007763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -5007767.000000 Penalty: 5200.257324
	Iteration 20F: 3 clusters Score -5007767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -5007769.500000 Penalty: 5200.257324
	Iteration 21Q: 3 clusters Score -5007770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -5007777.000000 Penalty: 5200.257324
	Iteration 22Q: 3 clusters Score -5007777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -5007780.500000 Penalty: 5200.257324
	Iteration 23Q: 3 clusters Score -5007780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -5007795.500000 Penalty: 5200.257324
	Iteration 24Q: 3 clusters Score -5007796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -5007808.500000 Penalty: 5200.257324
	Iteration 25Q: 3 clusters Score -5007808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -5007813.500000 Penalty: 5200.257324
	Iteration 26Q: 3 clusters Score -5007814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -5007818.500000 Penalty: 5200.257324
	Iteration 27Q: 3 clusters Score -5007818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -5007821.500000 Penalty: 5200.257324
	Iteration 28Q: 3 clusters Score -5007822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -5007817.000000 Penalty: 5200.257324
	Iteration 29Q: 3 clusters Score -5007817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -5007816.500000 Penalty: 5200.257324
	Iteration 30Q: 3 clusters Score -5007816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -5007816.500000 Penalty: 5200.257324
	Iteration 31Q: 3 clusters Score -5007816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -5007811.500000 Penalty: 5200.257324
	Iteration 32Q: 3 clusters Score -5007812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -5007816.500000 Penalty: 5200.257324
	Iteration 33Q: 3 clusters Score -5007816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -5007816.500000 Penalty: 5200.257324
	Iteration 34F: 3 clusters Score -5007816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Entering Unmasked Estep 
Score: -6971920.000000 Penalty: 2683.260254
	Iteration 0F: 2 clusters Score -6971920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -6938198.000000 Penalty: 5366.520508
	Iteration 0F: 3 clusters Score -6938198 nChanged 23097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -6950905.000000 Penalty: 5366.520508
	Iteration 1F: 3 clusters Score -6950905 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -6951412.500000 Penalty: 5366.520508
	Iteration 2Q: 3 clusters Score -6951412 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -6951812.500000 Penalty: 5366.520508
	Iteration 3Q: 3 clusters Score -6951812 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -6952214.500000 Penalty: 5366.520508
	Iteration 4Q: 3 clusters Score -6952214 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -6952621.500000 Penalty: 5366.520508
	Iteration 5Q: 3 clusters Score -6952622 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -6953149.500000 Penalty: 5366.520508
	Iteration 6Q: 3 clusters Score -6953150 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -6953767.500000 Penalty: 5366.520508
	Iteration 7Q: 3 clusters Score -6953768 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -6954459.000000 Penalty: 5366.520508
	Iteration 8Q: 3 clusters Score -6954459 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -6955388.500000 Penalty: 5366.520508
	Iteration 9Q: 3 clusters Score -6955388 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -6956613.000000 Penalty: 5366.520508
	Iteration 10Q: 3 clusters Score -6956613 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -6958080.000000 Penalty: 5366.520508
	Iteration 11Q: 3 clusters Score -6958080 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -6959790.000000 Penalty: 5366.520508
	Iteration 12Q: 3 clusters Score -6959790 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -6961432.500000 Penalty: 5366.520508
	Iteration 13Q: 3 clusters Score -6961432 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -6962814.000000 Penalty: 5366.520508
	Iteration 14Q: 3 clusters Score -6962814 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -6963838.000000 Penalty: 5366.520508
	Iteration 15Q: 3 clusters Score -6963838 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -6964607.500000 Penalty: 5366.520508
	Iteration 16Q: 3 clusters Score -6964608 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -6965141.000000 Penalty: 5366.520508
	Iteration 17Q: 3 clusters Score -6965141 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -6965647.500000 Penalty: 5366.520508
	Iteration 18Q: 3 clusters Score -6965648 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -6966183.500000 Penalty: 5366.520508
	Iteration 19Q: 3 clusters Score -6966184 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -6966712.500000 Penalty: 5366.520508
	Iteration 20F: 3 clusters Score -6966712 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -6967177.000000 Penalty: 5366.520508
	Iteration 21Q: 3 clusters Score -6967177 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -6967588.000000 Penalty: 5366.520508
	Iteration 22Q: 3 clusters Score -6967588 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -6967912.500000 Penalty: 5366.520508
	Iteration 23Q: 3 clusters Score -6967912 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -6968185.000000 Penalty: 5366.520508
	Iteration 24Q: 3 clusters Score -6968185 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -6968408.000000 Penalty: 5366.520508
	Iteration 25Q: 3 clusters Score -6968408 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -6968631.000000 Penalty: 5366.520508
	Iteration 26Q: 3 clusters Score -6968631 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -6968814.000000 Penalty: 5366.520508
	Iteration 27Q: 3 clusters Score -6968814 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -6968950.500000 Penalty: 5366.520508
	Iteration 28Q: 3 clusters Score -6968950 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -6969086.500000 Penalty: 5366.520508
	Iteration 29Q: 3 clusters Score -6969086 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -6969193.500000 Penalty: 5366.520508
	Iteration 30Q: 3 clusters Score -6969194 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -6969274.000000 Penalty: 5366.520508
	Iteration 31Q: 3 clusters Score -6969274 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48114 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6969347.500000 Penalty: 5366.520508
	Iteration 32Q: 3 clusters Score -6969348 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6969396.500000 Penalty: 5366.520508
	Iteration 33Q: 3 clusters Score -6969396 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6969448.500000 Penalty: 5366.520508
	Iteration 34Q: 3 clusters Score -6969448 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6969471.000000 Penalty: 5366.520508
	Iteration 35Q: 3 clusters Score -6969471 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6969494.000000 Penalty: 5366.520508
	Iteration 36Q: 3 clusters Score -6969494 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6969530.500000 Penalty: 5366.520508
	Iteration 37Q: 3 clusters Score -6969530 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6969558.000000 Penalty: 5366.520508
	Iteration 38Q: 3 clusters Score -6969558 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6969589.500000 Penalty: 5366.520508
	Iteration 39Q: 3 clusters Score -6969590 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6969611.500000 Penalty: 5366.520508
	Iteration 40F: 3 clusters Score -6969612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6969638.500000 Penalty: 5366.520508
	Iteration 41Q: 3 clusters Score -6969638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6969648.500000 Penalty: 5366.520508
	Iteration 42Q: 3 clusters Score -6969648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6969652.000000 Penalty: 5366.520508
	Iteration 43Q: 3 clusters Score -6969652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6969669.500000 Penalty: 5366.520508
	Iteration 44Q: 3 clusters Score -6969670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6969669.000000 Penalty: 5366.520508
	Iteration 45Q: 3 clusters Score -6969669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6969696.500000 Penalty: 5366.520508
	Iteration 46Q: 3 clusters Score -6969696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6969695.000000 Penalty: 5366.520508
	Iteration 47Q: 3 clusters Score -6969695 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6969700.500000 Penalty: 5366.520508
	Iteration 48Q: 3 clusters Score -6969700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6969705.500000 Penalty: 5366.520508
	Iteration 49Q: 3 clusters Score -6969706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6969700.000000 Penalty: 5366.520508
	Iteration 50Q: 3 clusters Score -6969700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6969719.500000 Penalty: 5366.520508
	Iteration 51Q: 3 clusters Score -6969720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49056 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6969719.500000 Penalty: 5366.520508
	Iteration 52Q: 3 clusters Score -6969720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -6969718.500000 Penalty: 5366.520508
	Iteration 53Q: 3 clusters Score -6969718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6969725.500000 Penalty: 5366.520508
	Iteration 54Q: 3 clusters Score -6969726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49074 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6969727.000000 Penalty: 5366.520508
	Iteration 55Q: 3 clusters Score -6969727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -6969731.000000 Penalty: 5366.520508
	Iteration 56Q: 3 clusters Score -6969731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -6969735.000000 Penalty: 5366.520508
	Iteration 57Q: 3 clusters Score -6969735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6969736.000000 Penalty: 5366.520508
	Iteration 58Q: 3 clusters Score -6969736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6969735.000000 Penalty: 5366.520508
	Iteration 59Q: 3 clusters Score -6969735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6969732.000000 Penalty: 5366.520508
	Iteration 60F: 3 clusters Score -6969732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6969730.500000 Penalty: 5366.520508
	Iteration 61Q: 3 clusters Score -6969730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6969731.500000 Penalty: 5366.520508
	Iteration 62Q: 3 clusters Score -6969732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6969732.500000 Penalty: 5366.520508
	Iteration 63Q: 3 clusters Score -6969732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49108 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6969729.500000 Penalty: 5366.520508
	Iteration 64Q: 3 clusters Score -6969730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49109 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6969730.000000 Penalty: 5366.520508
	Iteration 65Q: 3 clusters Score -6969730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6969731.000000 Penalty: 5366.520508
	Iteration 66Q: 3 clusters Score -6969731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49111 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6969729.500000 Penalty: 5366.520508
	Iteration 67Q: 3 clusters Score -6969730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6969729.500000 Penalty: 5366.520508
	Iteration 68Q: 3 clusters Score -6969730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6969732.000000 Penalty: 5366.520508
	Iteration 69Q: 3 clusters Score -6969732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6969732.000000 Penalty: 5366.520508
	Iteration 70F: 3 clusters Score -6969732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Entering Unmasked Estep 
Score: -7528862.000000 Penalty: 2700.885010
	Iteration 0F: 2 clusters Score -7528862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -7492833.500000 Penalty: 5401.770020
	Iteration 0F: 3 clusters Score -7492834 nChanged 24853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -7507084.500000 Penalty: 5401.770020
	Iteration 1F: 3 clusters Score -7507084 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -7507883.000000 Penalty: 5401.770020
	Iteration 2Q: 3 clusters Score -7507883 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -7508924.500000 Penalty: 5401.770020
	Iteration 3Q: 3 clusters Score -7508924 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -7510316.000000 Penalty: 5401.770020
	Iteration 4F: 3 clusters Score -7510316 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -7512306.000000 Penalty: 5401.770020
	Iteration 5F: 3 clusters Score -7512306 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -7515279.000000 Penalty: 5401.770020
	Iteration 6F: 3 clusters Score -7515279 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -7519044.000000 Penalty: 5401.770020
	Iteration 7F: 3 clusters Score -7519044 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -7522401.500000 Penalty: 5401.770020
	Iteration 8F: 3 clusters Score -7522402 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -7524498.000000 Penalty: 5401.770020
	Iteration 9Q: 3 clusters Score -7524498 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -7525423.000000 Penalty: 5401.770020
	Iteration 10Q: 3 clusters Score -7525423 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
Score: -7525877.000000 Penalty: 5401.770020
	Iteration 11Q: 3 clusters Score -7525877 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -7526155.000000 Penalty: 5401.770020
	Iteration 12Q: 3 clusters Score -7526155 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -7526354.000000 Penalty: 5401.770020
	Iteration 13Q: 3 clusters Score -7526354 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -7526514.000000 Penalty: 5401.770020
	Iteration 14Q: 3 clusters Score -7526514 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -7526612.000000 Penalty: 5401.770020
	Iteration 15Q: 3 clusters Score -7526612 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -7526695.000000 Penalty: 5401.770020
	Iteration 16Q: 3 clusters Score -7526695 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -7526773.500000 Penalty: 5401.770020
	Iteration 17Q: 3 clusters Score -7526774 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -7526815.500000 Penalty: 5401.770020
	Iteration 18Q: 3 clusters Score -7526816 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -7526838.000000 Penalty: 5401.770020
	Iteration 19Q: 3 clusters Score -7526838 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -7526869.000000 Penalty: 5401.770020
	Iteration 20F: 3 clusters Score -7526869 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 50997 members 
Entering Unmasked Estep 
Score: -7526918.000000 Penalty: 5401.770020
	Iteration 21Q: 3 clusters Score -7526918 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -7526938.000000 Penalty: 5401.770020
	Iteration 22Q: 3 clusters Score -7526938 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -7526959.000000 Penalty: 5401.770020
	Iteration 23Q: 3 clusters Score -7526959 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -7526988.000000 Penalty: 5401.770020
	Iteration 24Q: 3 clusters Score -7526988 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -7527007.500000 Penalty: 5401.770020
	Iteration 25Q: 3 clusters Score -7527008 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -7527014.000000 Penalty: 5401.770020
	Iteration 26Q: 3 clusters Score -7527014 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -7527025.000000 Penalty: 5401.770020
	Iteration 27Q: 3 clusters Score -7527025 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -7527018.500000 Penalty: 5401.770020
	Iteration 28Q: 3 clusters Score -7527018 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -7527040.000000 Penalty: 5401.770020
	Iteration 29Q: 3 clusters Score -7527040 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -7527061.000000 Penalty: 5401.770020
	Iteration 30Q: 3 clusters Score -7527061 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 51672 members 
Entering Unmasked Estep 
Score: -7527084.500000 Penalty: 5401.770020
	Iteration 31Q: 3 clusters Score -7527084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -7527087.000000 Penalty: 5401.770020
	Iteration 32Q: 3 clusters Score -7527087 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 51729 members 
Entering Unmasked Estep 
Score: -7527080.000000 Penalty: 5401.770020
	Iteration 33Q: 3 clusters Score -7527080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -7527097.500000 Penalty: 5401.770020
	Iteration 34Q: 3 clusters Score -7527098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -7527088.000000 Penalty: 5401.770020
	Iteration 35Q: 3 clusters Score -7527088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 51791 members 
Entering Unmasked Estep 
Score: -7527090.500000 Penalty: 5401.770020
	Iteration 36Q: 3 clusters Score -7527090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -7527105.000000 Penalty: 5401.770020
	Iteration 37Q: 3 clusters Score -7527105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
Score: -7527120.000000 Penalty: 5401.770020
	Iteration 38Q: 3 clusters Score -7527120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -7527121.500000 Penalty: 5401.770020
	Iteration 39Q: 3 clusters Score -7527122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -7527123.500000 Penalty: 5401.770020
	Iteration 40F: 3 clusters Score -7527124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -7527121.500000 Penalty: 5401.770020
	Iteration 41Q: 3 clusters Score -7527122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -7527124.000000 Penalty: 5401.770020
	Iteration 42Q: 3 clusters Score -7527124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 51908 members 
Entering Unmasked Estep 
Score: -7527135.500000 Penalty: 5401.770020
	Iteration 43Q: 3 clusters Score -7527136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -7527144.500000 Penalty: 5401.770020
	Iteration 44Q: 3 clusters Score -7527144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -7527154.000000 Penalty: 5401.770020
	Iteration 45Q: 3 clusters Score -7527154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 51937 members 
Entering Unmasked Estep 
Score: -7527144.000000 Penalty: 5401.770020
	Iteration 46Q: 3 clusters Score -7527144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -7527139.500000 Penalty: 5401.770020
	Iteration 47Q: 3 clusters Score -7527140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -7527141.500000 Penalty: 5401.770020
	Iteration 48Q: 3 clusters Score -7527142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -7527145.500000 Penalty: 5401.770020
	Iteration 49Q: 3 clusters Score -7527146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 51959 members 
Entering Unmasked Estep 
Score: -7527155.000000 Penalty: 5401.770020
	Iteration 50Q: 3 clusters Score -7527155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -7527152.000000 Penalty: 5401.770020
	Iteration 51Q: 3 clusters Score -7527152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 51972 members 
Entering Unmasked Estep 
Score: -7527157.500000 Penalty: 5401.770020
	Iteration 52Q: 3 clusters Score -7527158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -7527150.500000 Penalty: 5401.770020
	Iteration 53Q: 3 clusters Score -7527150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 51979 members 
Entering Unmasked Estep 
Score: -7527152.000000 Penalty: 5401.770020
	Iteration 54Q: 3 clusters Score -7527152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -7527145.500000 Penalty: 5401.770020
	Iteration 55Q: 3 clusters Score -7527146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -7527147.500000 Penalty: 5401.770020
	Iteration 56Q: 3 clusters Score -7527148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -7527147.500000 Penalty: 5401.770020
	Iteration 57F: 3 clusters Score -7527148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Entering Unmasked Estep 
Score: -733695.125000 Penalty: 2132.952393
	Iteration 0F: 2 clusters Score -733695.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -728980.375000 Penalty: 4265.904785
	Iteration 0F: 3 clusters Score -728980.4 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -730139.625000 Penalty: 4265.904785
	Iteration 1F: 3 clusters Score -730139.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -730418.875000 Penalty: 4265.904785
	Iteration 2F: 3 clusters Score -730418.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -730642.000000 Penalty: 4265.904785
	Iteration 3F: 3 clusters Score -730642 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -730854.562500 Penalty: 4265.904785
	Iteration 4Q: 3 clusters Score -730854.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -731127.875000 Penalty: 4265.904785
	Iteration 5Q: 3 clusters Score -731127.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -731497.000000 Penalty: 4265.904785
	Iteration 6F: 3 clusters Score -731497 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -731806.812500 Penalty: 4265.904785
	Iteration 7F: 3 clusters Score -731806.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -732031.187500 Penalty: 4265.904785
	Iteration 8F: 3 clusters Score -732031.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -732195.062500 Penalty: 4265.904785
	Iteration 9Q: 3 clusters Score -732195.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -732344.500000 Penalty: 4265.904785
	Iteration 10Q: 3 clusters Score -732344.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -732482.187500 Penalty: 4265.904785
	Iteration 11Q: 3 clusters Score -732482.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -732627.812500 Penalty: 4265.904785
	Iteration 12Q: 3 clusters Score -732627.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -732769.375000 Penalty: 4265.904785
	Iteration 13Q: 3 clusters Score -732769.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -732850.500000 Penalty: 4265.904785
	Iteration 14Q: 3 clusters Score -732850.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -732917.312500 Penalty: 4265.904785
	Iteration 15Q: 3 clusters Score -732917.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -732967.875000 Penalty: 4265.904785
	Iteration 16Q: 3 clusters Score -732967.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -732994.625000 Penalty: 4265.904785
	Iteration 17Q: 3 clusters Score -732994.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -733010.562500 Penalty: 4265.904785
	Iteration 18Q: 3 clusters Score -733010.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -733027.812500 Penalty: 4265.904785
	Iteration 19Q: 3 clusters Score -733027.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -733043.687500 Penalty: 4265.904785
	Iteration 20F: 3 clusters Score -733043.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -733059.062500 Penalty: 4265.904785
	Iteration 21Q: 3 clusters Score -733059.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -733077.125000 Penalty: 4265.904785
	Iteration 22Q: 3 clusters Score -733077.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -733090.000000 Penalty: 4265.904785
	Iteration 23Q: 3 clusters Score -733090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -733105.875000 Penalty: 4265.904785
	Iteration 24Q: 3 clusters Score -733105.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -733127.437500 Penalty: 4265.904785
	Iteration 25Q: 3 clusters Score -733127.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -733167.562500 Penalty: 4265.904785
	Iteration 26Q: 3 clusters Score -733167.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -733266.875000 Penalty: 4265.904785
	Iteration 27Q: 3 clusters Score -733266.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -733458.500000 Penalty: 4265.904785
	Iteration 28Q: 3 clusters Score -733458.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -733542.375000 Penalty: 4265.904785
	Iteration 29Q: 3 clusters Score -733542.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -733561.812500 Penalty: 4265.904785
	Iteration 30Q: 3 clusters Score -733561.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -733567.125000 Penalty: 4265.904785
	Iteration 31Q: 3 clusters Score -733567.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -733569.375000 Penalty: 4265.904785
	Iteration 32Q: 3 clusters Score -733569.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -733570.312500 Penalty: 4265.904785
	Iteration 33Q: 3 clusters Score -733570.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -733570.687500 Penalty: 4265.904785
	Iteration 34Q: 3 clusters Score -733570.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -733570.687500 Penalty: 4265.904785
	Iteration 35F: 3 clusters Score -733570.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Entering Unmasked Estep 
Score: -1888666.500000 Penalty: 2363.843506
	Iteration 0F: 2 clusters Score -1888666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1878677.750000 Penalty: 4727.687012
	Iteration 0F: 3 clusters Score -1878678 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1882228.375000 Penalty: 4727.687012
	Iteration 1F: 3 clusters Score -1882228 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1883090.000000 Penalty: 4727.687012
	Iteration 2F: 3 clusters Score -1883090 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1883952.500000 Penalty: 4727.687012
	Iteration 3F: 3 clusters Score -1883952 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1884742.500000 Penalty: 4727.687012
	Iteration 4F: 3 clusters Score -1884742 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1885394.875000 Penalty: 4727.687012
	Iteration 5F: 3 clusters Score -1885395 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1885903.875000 Penalty: 4727.687012
	Iteration 6F: 3 clusters Score -1885904 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1886288.375000 Penalty: 4727.687012
	Iteration 7Q: 3 clusters Score -1886288 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1886597.000000 Penalty: 4727.687012
	Iteration 8Q: 3 clusters Score -1886597 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1886853.750000 Penalty: 4727.687012
	Iteration 9Q: 3 clusters Score -1886854 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1887073.750000 Penalty: 4727.687012
	Iteration 10Q: 3 clusters Score -1887074 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1887269.500000 Penalty: 4727.687012
	Iteration 11Q: 3 clusters Score -1887270 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1887409.750000 Penalty: 4727.687012
	Iteration 12Q: 3 clusters Score -1887410 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1887531.250000 Penalty: 4727.687012
	Iteration 13Q: 3 clusters Score -1887531 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1887664.875000 Penalty: 4727.687012
	Iteration 14Q: 3 clusters Score -1887665 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1887791.875000 Penalty: 4727.687012
	Iteration 15Q: 3 clusters Score -1887792 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1887920.250000 Penalty: 4727.687012
	Iteration 16Q: 3 clusters Score -1887920 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1888026.250000 Penalty: 4727.687012
	Iteration 17Q: 3 clusters Score -1888026 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1888154.125000 Penalty: 4727.687012
	Iteration 18Q: 3 clusters Score -1888154 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1888259.375000 Penalty: 4727.687012
	Iteration 19Q: 3 clusters Score -1888259 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1888336.625000 Penalty: 4727.687012
	Iteration 20F: 3 clusters Score -1888337 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1888400.500000 Penalty: 4727.687012
	Iteration 21Q: 3 clusters Score -1888400 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1888455.250000 Penalty: 4727.687012
	Iteration 22Q: 3 clusters Score -1888455 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1888506.250000 Penalty: 4727.687012
	Iteration 23Q: 3 clusters Score -1888506 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1888532.000000 Penalty: 4727.687012
	Iteration 24Q: 3 clusters Score -1888532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1888543.875000 Penalty: 4727.687012
	Iteration 25Q: 3 clusters Score -1888544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1888551.000000 Penalty: 4727.687012
	Iteration 26Q: 3 clusters Score -1888551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1888556.500000 Penalty: 4727.687012
	Iteration 27Q: 3 clusters Score -1888556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1888558.750000 Penalty: 4727.687012
	Iteration 28Q: 3 clusters Score -1888559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1888562.250000 Penalty: 4727.687012
	Iteration 29Q: 3 clusters Score -1888562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1888564.625000 Penalty: 4727.687012
	Iteration 30Q: 3 clusters Score -1888565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1888567.000000 Penalty: 4727.687012
	Iteration 31Q: 3 clusters Score -1888567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1888567.125000 Penalty: 4727.687012
	Iteration 32Q: 3 clusters Score -1888567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1888565.500000 Penalty: 4727.687012
	Iteration 33Q: 3 clusters Score -1888566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1888565.500000 Penalty: 4727.687012
	Iteration 34F: 3 clusters Score -1888566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Entering Unmasked Estep 
Score: -4863640.000000 Penalty: 2600.232666
	Iteration 0F: 2 clusters Score -4863640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -4839263.500000 Penalty: 5200.465332
	Iteration 0F: 3 clusters Score -4839264 nChanged 16285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -4848162.000000 Penalty: 5200.465332
	Iteration 1F: 3 clusters Score -4848162 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -4848866.000000 Penalty: 5200.465332
	Iteration 2Q: 3 clusters Score -4848866 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -4849621.000000 Penalty: 5200.465332
	Iteration 3Q: 3 clusters Score -4849621 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -4850670.500000 Penalty: 5200.465332
	Iteration 4F: 3 clusters Score -4850670 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -4851994.000000 Penalty: 5200.465332
	Iteration 5F: 3 clusters Score -4851994 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -4853514.500000 Penalty: 5200.465332
	Iteration 6F: 3 clusters Score -4853514 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -4855078.500000 Penalty: 5200.465332
	Iteration 7F: 3 clusters Score -4855078 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -4856315.000000 Penalty: 5200.465332
	Iteration 8F: 3 clusters Score -4856315 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -4857307.000000 Penalty: 5200.465332
	Iteration 9Q: 3 clusters Score -4857307 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -4858023.000000 Penalty: 5200.465332
	Iteration 10Q: 3 clusters Score -4858023 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -4858509.500000 Penalty: 5200.465332
	Iteration 11Q: 3 clusters Score -4858510 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -4858978.500000 Penalty: 5200.465332
	Iteration 12Q: 3 clusters Score -4858978 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -4859450.000000 Penalty: 5200.465332
	Iteration 13Q: 3 clusters Score -4859450 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -4859943.000000 Penalty: 5200.465332
	Iteration 14Q: 3 clusters Score -4859943 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -4860434.000000 Penalty: 5200.465332
	Iteration 15Q: 3 clusters Score -4860434 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -4860875.500000 Penalty: 5200.465332
	Iteration 16Q: 3 clusters Score -4860876 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -4861267.000000 Penalty: 5200.465332
	Iteration 17Q: 3 clusters Score -4861267 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -4861614.500000 Penalty: 5200.465332
	Iteration 18Q: 3 clusters Score -4861614 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -4861854.500000 Penalty: 5200.465332
	Iteration 19Q: 3 clusters Score -4861854 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -4862078.000000 Penalty: 5200.465332
	Iteration 20F: 3 clusters Score -4862078 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -4862298.500000 Penalty: 5200.465332
	Iteration 21Q: 3 clusters Score -4862298 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -4862504.000000 Penalty: 5200.465332
	Iteration 22Q: 3 clusters Score -4862504 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -4862720.500000 Penalty: 5200.465332
	Iteration 23Q: 3 clusters Score -4862720 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -4862896.500000 Penalty: 5200.465332
	Iteration 24Q: 3 clusters Score -4862896 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -4863048.000000 Penalty: 5200.465332
	Iteration 25Q: 3 clusters Score -4863048 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -4863158.500000 Penalty: 5200.465332
	Iteration 26Q: 3 clusters Score -4863158 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -4863217.000000 Penalty: 5200.465332
	Iteration 27Q: 3 clusters Score -4863217 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -4863306.000000 Penalty: 5200.465332
	Iteration 28Q: 3 clusters Score -4863306 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -4863367.000000 Penalty: 5200.465332
	Iteration 29Q: 3 clusters Score -4863367 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -4863388.500000 Penalty: 5200.465332
	Iteration 30Q: 3 clusters Score -4863388 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -4863396.500000 Penalty: 5200.465332
	Iteration 31Q: 3 clusters Score -4863396 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -4863407.500000 Penalty: 5200.465332
	Iteration 32Q: 3 clusters Score -4863408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -4863415.500000 Penalty: 5200.465332
	Iteration 33Q: 3 clusters Score -4863416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -4863423.000000 Penalty: 5200.465332
	Iteration 34Q: 3 clusters Score -4863423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -4863427.000000 Penalty: 5200.465332
	Iteration 35Q: 3 clusters Score -4863427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -4863429.000000 Penalty: 5200.465332
	Iteration 36Q: 3 clusters Score -4863429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -4863427.000000 Penalty: 5200.465332
	Iteration 37Q: 3 clusters Score -4863427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -4863436.500000 Penalty: 5200.465332
	Iteration 38Q: 3 clusters Score -4863436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -4863431.000000 Penalty: 5200.465332
	Iteration 39Q: 3 clusters Score -4863431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -4863432.500000 Penalty: 5200.465332
	Iteration 40F: 3 clusters Score -4863432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -4863431.000000 Penalty: 5200.465332
	Iteration 41Q: 3 clusters Score -4863431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -4863430.000000 Penalty: 5200.465332
	Iteration 42Q: 3 clusters Score -4863430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -4863428.500000 Penalty: 5200.465332
	Iteration 43Q: 3 clusters Score -4863428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -4863430.000000 Penalty: 5200.465332
	Iteration 44Q: 3 clusters Score -4863430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -4863432.000000 Penalty: 5200.465332
	Iteration 45Q: 3 clusters Score -4863432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -4863433.000000 Penalty: 5200.465332
	Iteration 46Q: 3 clusters Score -4863433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -4863433.000000 Penalty: 5200.465332
	Iteration 47F: 3 clusters Score -4863433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Entering Unmasked Estep 
Score: -2238646.500000 Penalty: 2404.951660
	Iteration 0F: 2 clusters Score -2238646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2227003.000000 Penalty: 4809.903320
	Iteration 0F: 3 clusters Score -2227003 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2230812.000000 Penalty: 4809.903320
	Iteration 1F: 3 clusters Score -2230812 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2231324.750000 Penalty: 4809.903320
	Iteration 2F: 3 clusters Score -2231325 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2231721.500000 Penalty: 4809.903320
	Iteration 3F: 3 clusters Score -2231722 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2232016.750000 Penalty: 4809.903320
	Iteration 4Q: 3 clusters Score -2232017 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2232256.750000 Penalty: 4809.903320
	Iteration 5Q: 3 clusters Score -2232257 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2232468.250000 Penalty: 4809.903320
	Iteration 6Q: 3 clusters Score -2232468 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2232696.500000 Penalty: 4809.903320
	Iteration 7Q: 3 clusters Score -2232696 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2232950.750000 Penalty: 4809.903320
	Iteration 8Q: 3 clusters Score -2232951 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2233250.000000 Penalty: 4809.903320
	Iteration 9Q: 3 clusters Score -2233250 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2233547.500000 Penalty: 4809.903320
	Iteration 10Q: 3 clusters Score -2233548 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2233900.250000 Penalty: 4809.903320
	Iteration 11Q: 3 clusters Score -2233900 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2234311.500000 Penalty: 4809.903320
	Iteration 12Q: 3 clusters Score -2234312 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2234740.000000 Penalty: 4809.903320
	Iteration 13Q: 3 clusters Score -2234740 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2235175.750000 Penalty: 4809.903320
	Iteration 14Q: 3 clusters Score -2235176 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2235596.500000 Penalty: 4809.903320
	Iteration 15Q: 3 clusters Score -2235596 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2235904.500000 Penalty: 4809.903320
	Iteration 16Q: 3 clusters Score -2235904 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2236207.500000 Penalty: 4809.903320
	Iteration 17Q: 3 clusters Score -2236208 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2236422.750000 Penalty: 4809.903320
	Iteration 18Q: 3 clusters Score -2236423 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2236578.000000 Penalty: 4809.903320
	Iteration 19Q: 3 clusters Score -2236578 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2236689.750000 Penalty: 4809.903320
	Iteration 20F: 3 clusters Score -2236690 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2236777.750000 Penalty: 4809.903320
	Iteration 21Q: 3 clusters Score -2236778 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2236839.000000 Penalty: 4809.903320
	Iteration 22Q: 3 clusters Score -2236839 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2236868.250000 Penalty: 4809.903320
	Iteration 23Q: 3 clusters Score -2236868 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2236883.750000 Penalty: 4809.903320
	Iteration 24Q: 3 clusters Score -2236884 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2236905.000000 Penalty: 4809.903320
	Iteration 25Q: 3 clusters Score -2236905 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2236913.000000 Penalty: 4809.903320
	Iteration 26Q: 3 clusters Score -2236913 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2236928.000000 Penalty: 4809.903320
	Iteration 27Q: 3 clusters Score -2236928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2236935.000000 Penalty: 4809.903320
	Iteration 28Q: 3 clusters Score -2236935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2236945.000000 Penalty: 4809.903320
	Iteration 29Q: 3 clusters Score -2236945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2236949.500000 Penalty: 4809.903320
	Iteration 30Q: 3 clusters Score -2236950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2236955.750000 Penalty: 4809.903320
	Iteration 31Q: 3 clusters Score -2236956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2236961.000000 Penalty: 4809.903320
	Iteration 32Q: 3 clusters Score -2236961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2236962.250000 Penalty: 4809.903320
	Iteration 33Q: 3 clusters Score -2236962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2236959.250000 Penalty: 4809.903320
	Iteration 34Q: 3 clusters Score -2236959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2236957.750000 Penalty: 4809.903320
	Iteration 35Q: 3 clusters Score -2236958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2236964.250000 Penalty: 4809.903320
	Iteration 36Q: 3 clusters Score -2236964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2236967.750000 Penalty: 4809.903320
	Iteration 37Q: 3 clusters Score -2236968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2236971.250000 Penalty: 4809.903320
	Iteration 38Q: 3 clusters Score -2236971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2236977.000000 Penalty: 4809.903320
	Iteration 39Q: 3 clusters Score -2236977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2236980.250000 Penalty: 4809.903320
	Iteration 40F: 3 clusters Score -2236980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2236980.000000 Penalty: 4809.903320
	Iteration 41Q: 3 clusters Score -2236980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2236980.750000 Penalty: 4809.903320
	Iteration 42Q: 3 clusters Score -2236981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2236986.250000 Penalty: 4809.903320
	Iteration 43Q: 3 clusters Score -2236986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2236986.250000 Penalty: 4809.903320
	Iteration 44Q: 3 clusters Score -2236986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2236986.500000 Penalty: 4809.903320
	Iteration 45Q: 3 clusters Score -2236986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2236987.000000 Penalty: 4809.903320
	Iteration 46Q: 3 clusters Score -2236987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2236987.500000 Penalty: 4809.903320
	Iteration 47Q: 3 clusters Score -2236988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2236988.000000 Penalty: 4809.903320
	Iteration 48Q: 3 clusters Score -2236988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2236988.000000 Penalty: 4809.903320
	Iteration 49Q: 3 clusters Score -2236988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2236990.000000 Penalty: 4809.903320
	Iteration 50Q: 3 clusters Score -2236990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2236988.500000 Penalty: 4809.903320
	Iteration 51Q: 3 clusters Score -2236988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2236988.750000 Penalty: 4809.903320
	Iteration 52Q: 3 clusters Score -2236989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2236993.250000 Penalty: 4809.903320
	Iteration 53Q: 3 clusters Score -2236993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2236991.000000 Penalty: 4809.903320
	Iteration 54Q: 3 clusters Score -2236991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2236992.250000 Penalty: 4809.903320
	Iteration 55Q: 3 clusters Score -2236992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2236992.750000 Penalty: 4809.903320
	Iteration 56Q: 3 clusters Score -2236993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2236991.250000 Penalty: 4809.903320
	Iteration 57Q: 3 clusters Score -2236991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2236995.000000 Penalty: 4809.903320
	Iteration 58Q: 3 clusters Score -2236995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2236994.500000 Penalty: 4809.903320
	Iteration 59Q: 3 clusters Score -2236994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2236994.500000 Penalty: 4809.903320
	Iteration 60F: 3 clusters Score -2236994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Entering Unmasked Estep 
Score: -3533460.750000 Penalty: 2531.151123
	Iteration 0F: 2 clusters Score -3533461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -3514709.000000 Penalty: 5062.302246
	Iteration 0F: 3 clusters Score -3514709 nChanged 12248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3521878.500000 Penalty: 5062.302246
	Iteration 1F: 3 clusters Score -3521878 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -3522524.750000 Penalty: 5062.302246
	Iteration 2F: 3 clusters Score -3522525 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -3523092.000000 Penalty: 5062.302246
	Iteration 3F: 3 clusters Score -3523092 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -3523653.750000 Penalty: 5062.302246
	Iteration 4F: 3 clusters Score -3523654 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -3524156.000000 Penalty: 5062.302246
	Iteration 5Q: 3 clusters Score -3524156 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3524620.500000 Penalty: 5062.302246
	Iteration 6Q: 3 clusters Score -3524620 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -3525026.500000 Penalty: 5062.302246
	Iteration 7Q: 3 clusters Score -3525026 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -3525336.500000 Penalty: 5062.302246
	Iteration 8Q: 3 clusters Score -3525336 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -3525633.500000 Penalty: 5062.302246
	Iteration 9Q: 3 clusters Score -3525634 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -3525848.500000 Penalty: 5062.302246
	Iteration 10Q: 3 clusters Score -3525848 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -3526057.750000 Penalty: 5062.302246
	Iteration 11Q: 3 clusters Score -3526058 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -3526197.500000 Penalty: 5062.302246
	Iteration 12Q: 3 clusters Score -3526198 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -3526339.250000 Penalty: 5062.302246
	Iteration 13Q: 3 clusters Score -3526339 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -3526496.500000 Penalty: 5062.302246
	Iteration 14Q: 3 clusters Score -3526496 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -3526683.750000 Penalty: 5062.302246
	Iteration 15Q: 3 clusters Score -3526684 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -3526978.500000 Penalty: 5062.302246
	Iteration 16Q: 3 clusters Score -3526978 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -3527285.750000 Penalty: 5062.302246
	Iteration 17Q: 3 clusters Score -3527286 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -3527692.250000 Penalty: 5062.302246
	Iteration 18Q: 3 clusters Score -3527692 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -3528176.500000 Penalty: 5062.302246
	Iteration 19Q: 3 clusters Score -3528176 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -3528617.000000 Penalty: 5062.302246
	Iteration 20F: 3 clusters Score -3528617 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -3529071.000000 Penalty: 5062.302246
	Iteration 21Q: 3 clusters Score -3529071 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -3529564.750000 Penalty: 5062.302246
	Iteration 22Q: 3 clusters Score -3529565 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -3530024.250000 Penalty: 5062.302246
	Iteration 23Q: 3 clusters Score -3530024 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -3530417.000000 Penalty: 5062.302246
	Iteration 24Q: 3 clusters Score -3530417 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -3530786.000000 Penalty: 5062.302246
	Iteration 25Q: 3 clusters Score -3530786 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -3531180.500000 Penalty: 5062.302246
	Iteration 26Q: 3 clusters Score -3531180 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -3531488.000000 Penalty: 5062.302246
	Iteration 27Q: 3 clusters Score -3531488 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -3531744.000000 Penalty: 5062.302246
	Iteration 28Q: 3 clusters Score -3531744 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -3531995.000000 Penalty: 5062.302246
	Iteration 29Q: 3 clusters Score -3531995 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -3532173.250000 Penalty: 5062.302246
	Iteration 30Q: 3 clusters Score -3532173 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -3532324.750000 Penalty: 5062.302246
	Iteration 31Q: 3 clusters Score -3532325 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -3532473.250000 Penalty: 5062.302246
	Iteration 32Q: 3 clusters Score -3532473 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -3532597.750000 Penalty: 5062.302246
	Iteration 33Q: 3 clusters Score -3532598 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -3532703.500000 Penalty: 5062.302246
	Iteration 34Q: 3 clusters Score -3532704 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -3532781.000000 Penalty: 5062.302246
	Iteration 35Q: 3 clusters Score -3532781 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -3532840.250000 Penalty: 5062.302246
	Iteration 36Q: 3 clusters Score -3532840 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -3532881.000000 Penalty: 5062.302246
	Iteration 37Q: 3 clusters Score -3532881 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -3532904.250000 Penalty: 5062.302246
	Iteration 38Q: 3 clusters Score -3532904 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -3532944.750000 Penalty: 5062.302246
	Iteration 39Q: 3 clusters Score -3532945 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -3533024.250000 Penalty: 5062.302246
	Iteration 40F: 3 clusters Score -3533024 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -3533064.500000 Penalty: 5062.302246
	Iteration 41Q: 3 clusters Score -3533064 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -3533089.250000 Penalty: 5062.302246
	Iteration 42Q: 3 clusters Score -3533089 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -3533117.250000 Penalty: 5062.302246
	Iteration 43Q: 3 clusters Score -3533117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -3533128.750000 Penalty: 5062.302246
	Iteration 44Q: 3 clusters Score -3533129 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -3533147.000000 Penalty: 5062.302246
	Iteration 45Q: 3 clusters Score -3533147 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -3533155.000000 Penalty: 5062.302246
	Iteration 46Q: 3 clusters Score -3533155 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -3533163.000000 Penalty: 5062.302246
	Iteration 47Q: 3 clusters Score -3533163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -3533162.250000 Penalty: 5062.302246
	Iteration 48Q: 3 clusters Score -3533162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -3533167.500000 Penalty: 5062.302246
	Iteration 49Q: 3 clusters Score -3533168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -3533174.250000 Penalty: 5062.302246
	Iteration 50Q: 3 clusters Score -3533174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -3533177.250000 Penalty: 5062.302246
	Iteration 51Q: 3 clusters Score -3533177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -3533177.500000 Penalty: 5062.302246
	Iteration 52Q: 3 clusters Score -3533178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -3533178.750000 Penalty: 5062.302246
	Iteration 53Q: 3 clusters Score -3533179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -3533176.250000 Penalty: 5062.302246
	Iteration 54Q: 3 clusters Score -3533176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3533183.250000 Penalty: 5062.302246
	Iteration 55Q: 3 clusters Score -3533183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3533183.250000 Penalty: 5062.302246
	Iteration 56F: 3 clusters Score -3533183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Entering Unmasked Estep 
Score: -5561387.000000 Penalty: 2625.485352
	Iteration 0F: 2 clusters Score -5561387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -5534504.500000 Penalty: 5250.970703
	Iteration 0F: 3 clusters Score -5534504 nChanged 18098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -5544560.000000 Penalty: 5250.970703
	Iteration 1F: 3 clusters Score -5544560 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -5545349.500000 Penalty: 5250.970703
	Iteration 2Q: 3 clusters Score -5545350 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -5546305.000000 Penalty: 5250.970703
	Iteration 3Q: 3 clusters Score -5546305 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -5547404.500000 Penalty: 5250.970703
	Iteration 4F: 3 clusters Score -5547404 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -5548650.000000 Penalty: 5250.970703
	Iteration 5F: 3 clusters Score -5548650 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -5549984.000000 Penalty: 5250.970703
	Iteration 6F: 3 clusters Score -5549984 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -5551461.500000 Penalty: 5250.970703
	Iteration 7F: 3 clusters Score -5551462 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -5553092.500000 Penalty: 5250.970703
	Iteration 8F: 3 clusters Score -5553092 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -5554365.500000 Penalty: 5250.970703
	Iteration 9F: 3 clusters Score -5554366 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -5555183.000000 Penalty: 5250.970703
	Iteration 10Q: 3 clusters Score -5555183 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -5555594.500000 Penalty: 5250.970703
	Iteration 11Q: 3 clusters Score -5555594 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -5555908.000000 Penalty: 5250.970703
	Iteration 12Q: 3 clusters Score -5555908 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -5556204.500000 Penalty: 5250.970703
	Iteration 13Q: 3 clusters Score -5556204 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -5556445.000000 Penalty: 5250.970703
	Iteration 14Q: 3 clusters Score -5556445 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -5556674.500000 Penalty: 5250.970703
	Iteration 15Q: 3 clusters Score -5556674 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -5556901.500000 Penalty: 5250.970703
	Iteration 16Q: 3 clusters Score -5556902 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -5557125.500000 Penalty: 5250.970703
	Iteration 17Q: 3 clusters Score -5557126 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -5557363.000000 Penalty: 5250.970703
	Iteration 18Q: 3 clusters Score -5557363 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -5557626.500000 Penalty: 5250.970703
	Iteration 19Q: 3 clusters Score -5557626 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -5557831.000000 Penalty: 5250.970703
	Iteration 20F: 3 clusters Score -5557831 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -5558026.000000 Penalty: 5250.970703
	Iteration 21Q: 3 clusters Score -5558026 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -5558252.000000 Penalty: 5250.970703
	Iteration 22Q: 3 clusters Score -5558252 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -5558453.500000 Penalty: 5250.970703
	Iteration 23Q: 3 clusters Score -5558454 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -5558636.500000 Penalty: 5250.970703
	Iteration 24Q: 3 clusters Score -5558636 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -5558857.000000 Penalty: 5250.970703
	Iteration 25Q: 3 clusters Score -5558857 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -5559081.500000 Penalty: 5250.970703
	Iteration 26Q: 3 clusters Score -5559082 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -5559287.000000 Penalty: 5250.970703
	Iteration 27Q: 3 clusters Score -5559287 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -5559483.000000 Penalty: 5250.970703
	Iteration 28Q: 3 clusters Score -5559483 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -5559683.500000 Penalty: 5250.970703
	Iteration 29Q: 3 clusters Score -5559684 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -5559855.500000 Penalty: 5250.970703
	Iteration 30Q: 3 clusters Score -5559856 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -5560017.000000 Penalty: 5250.970703
	Iteration 31Q: 3 clusters Score -5560017 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -5560118.500000 Penalty: 5250.970703
	Iteration 32Q: 3 clusters Score -5560118 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -5560241.500000 Penalty: 5250.970703
	Iteration 33Q: 3 clusters Score -5560242 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -5560354.000000 Penalty: 5250.970703
	Iteration 34Q: 3 clusters Score -5560354 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -5560441.500000 Penalty: 5250.970703
	Iteration 35Q: 3 clusters Score -5560442 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -5560512.500000 Penalty: 5250.970703
	Iteration 36Q: 3 clusters Score -5560512 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -5560567.500000 Penalty: 5250.970703
	Iteration 37Q: 3 clusters Score -5560568 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -5560597.000000 Penalty: 5250.970703
	Iteration 38Q: 3 clusters Score -5560597 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -5560617.500000 Penalty: 5250.970703
	Iteration 39Q: 3 clusters Score -5560618 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -5560640.000000 Penalty: 5250.970703
	Iteration 40F: 3 clusters Score -5560640 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -5560648.000000 Penalty: 5250.970703
	Iteration 41Q: 3 clusters Score -5560648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -5560667.500000 Penalty: 5250.970703
	Iteration 42Q: 3 clusters Score -5560668 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -5560685.000000 Penalty: 5250.970703
	Iteration 43Q: 3 clusters Score -5560685 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -5560702.000000 Penalty: 5250.970703
	Iteration 44Q: 3 clusters Score -5560702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -5560705.000000 Penalty: 5250.970703
	Iteration 45Q: 3 clusters Score -5560705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -5560712.000000 Penalty: 5250.970703
	Iteration 46Q: 3 clusters Score -5560712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -5560701.500000 Penalty: 5250.970703
	Iteration 47Q: 3 clusters Score -5560702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -5560714.500000 Penalty: 5250.970703
	Iteration 48Q: 3 clusters Score -5560714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -5560717.500000 Penalty: 5250.970703
	Iteration 49Q: 3 clusters Score -5560718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -5560720.500000 Penalty: 5250.970703
	Iteration 50Q: 3 clusters Score -5560720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -5560725.500000 Penalty: 5250.970703
	Iteration 51Q: 3 clusters Score -5560726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -5560726.500000 Penalty: 5250.970703
	Iteration 52Q: 3 clusters Score -5560726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -5560735.000000 Penalty: 5250.970703
	Iteration 53Q: 3 clusters Score -5560735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -5560738.500000 Penalty: 5250.970703
	Iteration 54Q: 3 clusters Score -5560738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -5560738.000000 Penalty: 5250.970703
	Iteration 55Q: 3 clusters Score -5560738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -5560748.500000 Penalty: 5250.970703
	Iteration 56Q: 3 clusters Score -5560748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -5560751.500000 Penalty: 5250.970703
	Iteration 57Q: 3 clusters Score -5560752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -5560753.500000 Penalty: 5250.970703
	Iteration 58Q: 3 clusters Score -5560754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -5560749.500000 Penalty: 5250.970703
	Iteration 59Q: 3 clusters Score -5560750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -5560747.000000 Penalty: 5250.970703
	Iteration 60F: 3 clusters Score -5560747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -5560746.500000 Penalty: 5250.970703
	Iteration 61Q: 3 clusters Score -5560746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -5560743.500000 Penalty: 5250.970703
	Iteration 62Q: 3 clusters Score -5560744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -5560749.000000 Penalty: 5250.970703
	Iteration 63Q: 3 clusters Score -5560749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -5560752.500000 Penalty: 5250.970703
	Iteration 64Q: 3 clusters Score -5560752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -5560753.500000 Penalty: 5250.970703
	Iteration 65Q: 3 clusters Score -5560754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -5560756.500000 Penalty: 5250.970703
	Iteration 66Q: 3 clusters Score -5560756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -5560755.500000 Penalty: 5250.970703
	Iteration 67Q: 3 clusters Score -5560756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -5560754.500000 Penalty: 5250.970703
	Iteration 68Q: 3 clusters Score -5560754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -5560754.500000 Penalty: 5250.970703
	Iteration 69F: 3 clusters Score -5560754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -59166.921875 Penalty: 1532.644043
	Iteration 0F: 2 clusters Score -59166.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -57699.785156 Penalty: 3065.288086
	Iteration 0F: 3 clusters Score -57699.79 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -57904.375000 Penalty: 3065.288086
	Iteration 1F: 3 clusters Score -57904.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57968.199219 Penalty: 3065.288086
	Iteration 2Q: 3 clusters Score -57968.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -58000.273438 Penalty: 3065.288086
	Iteration 3Q: 3 clusters Score -58000.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -58021.125000 Penalty: 3065.288086
	Iteration 4Q: 3 clusters Score -58021.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -58039.046875 Penalty: 3065.288086
	Iteration 5Q: 3 clusters Score -58039.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -58069.835938 Penalty: 3065.288086
	Iteration 6Q: 3 clusters Score -58069.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -58100.933594 Penalty: 3065.288086
	Iteration 7Q: 3 clusters Score -58100.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -58134.960938 Penalty: 3065.288086
	Iteration 8Q: 3 clusters Score -58134.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -58186.574219 Penalty: 3065.288086
	Iteration 9Q: 3 clusters Score -58186.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -58266.707031 Penalty: 3065.288086
	Iteration 10Q: 3 clusters Score -58266.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -58353.082031 Penalty: 3065.288086
	Iteration 11Q: 3 clusters Score -58353.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -58413.285156 Penalty: 3065.288086
	Iteration 12Q: 3 clusters Score -58413.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -58520.312500 Penalty: 3065.288086
	Iteration 13Q: 3 clusters Score -58520.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -58794.777344 Penalty: 3065.288086
	Iteration 14Q: 3 clusters Score -58794.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -59144.433594 Penalty: 3065.288086
	Iteration 15Q: 3 clusters Score -59144.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -59314.378906 Penalty: 3065.288086
	Iteration 16Q: 3 clusters Score -59314.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -59544.687500 Penalty: 3065.288086
	Iteration 17Q: 3 clusters Score -59544.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -59586.011719 Penalty: 3065.288086
	Iteration 18Q: 3 clusters Score -59586.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -59658.246094 Penalty: 3065.288086
	Iteration 19Q: 3 clusters Score -59658.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -59749.398438 Penalty: 3065.288086
	Iteration 20F: 3 clusters Score -59749.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153035 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201365 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12383 members 
Mstep: Class 10 contains 146480 members 
Mstep: Class 11 contains 47356 members 
Mstep: Class 12 contains 5575 members 
Mstep: Class 13 contains 35753 members 
Mstep: Class 14 contains 49991 members 
Mstep: Class 15 contains 53673 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13789 members 
Mstep: Class 18 contains 35768 members 
Mstep: Class 19 contains 16275 members 
Mstep: Class 20 contains 27072 members 
Mstep: Class 21 contains 39602 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59248 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66795 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 166 members 
Entering Unmasked Estep 
Score: -142941600.000000 Penalty: 106614.398438
Splitting cluster 22 changes total score from -142942976.000000 to -142941600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -765832.750000 Penalty: 2139.081787
	Iteration 0F: 2 clusters Score -765832.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -760967.125000 Penalty: 4278.163574
	Iteration 0F: 3 clusters Score -760967.1 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -762266.562500 Penalty: 4278.163574
	Iteration 1F: 3 clusters Score -762266.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -762548.000000 Penalty: 4278.163574
	Iteration 2F: 3 clusters Score -762548 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -762777.437500 Penalty: 4278.163574
	Iteration 3F: 3 clusters Score -762777.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -762970.062500 Penalty: 4278.163574
	Iteration 4F: 3 clusters Score -762970.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -763130.812500 Penalty: 4278.163574
	Iteration 5Q: 3 clusters Score -763130.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -763247.750000 Penalty: 4278.163574
	Iteration 6Q: 3 clusters Score -763247.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -763331.625000 Penalty: 4278.163574
	Iteration 7Q: 3 clusters Score -763331.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -763395.125000 Penalty: 4278.163574
	Iteration 8Q: 3 clusters Score -763395.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -763434.750000 Penalty: 4278.163574
	Iteration 9Q: 3 clusters Score -763434.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -763474.375000 Penalty: 4278.163574
	Iteration 10Q: 3 clusters Score -763474.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -763517.500000 Penalty: 4278.163574
	Iteration 11Q: 3 clusters Score -763517.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -763551.875000 Penalty: 4278.163574
	Iteration 12Q: 3 clusters Score -763551.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -763590.312500 Penalty: 4278.163574
	Iteration 13Q: 3 clusters Score -763590.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -763625.250000 Penalty: 4278.163574
	Iteration 14Q: 3 clusters Score -763625.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -763662.000000 Penalty: 4278.163574
	Iteration 15Q: 3 clusters Score -763662 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -763699.062500 Penalty: 4278.163574
	Iteration 16Q: 3 clusters Score -763699.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -763730.500000 Penalty: 4278.163574
	Iteration 17Q: 3 clusters Score -763730.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -763758.562500 Penalty: 4278.163574
	Iteration 18Q: 3 clusters Score -763758.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -763777.062500 Penalty: 4278.163574
	Iteration 19Q: 3 clusters Score -763777.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -763795.062500 Penalty: 4278.163574
	Iteration 20F: 3 clusters Score -763795.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -763810.125000 Penalty: 4278.163574
	Iteration 21Q: 3 clusters Score -763810.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -763821.812500 Penalty: 4278.163574
	Iteration 22Q: 3 clusters Score -763821.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -763829.437500 Penalty: 4278.163574
	Iteration 23Q: 3 clusters Score -763829.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -763838.937500 Penalty: 4278.163574
	Iteration 24Q: 3 clusters Score -763838.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -763845.375000 Penalty: 4278.163574
	Iteration 25Q: 3 clusters Score -763845.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -763853.000000 Penalty: 4278.163574
	Iteration 26Q: 3 clusters Score -763853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -763859.875000 Penalty: 4278.163574
	Iteration 27Q: 3 clusters Score -763859.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -763864.937500 Penalty: 4278.163574
	Iteration 28Q: 3 clusters Score -763864.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -763868.437500 Penalty: 4278.163574
	Iteration 29Q: 3 clusters Score -763868.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -763877.937500 Penalty: 4278.163574
	Iteration 30Q: 3 clusters Score -763877.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -763887.687500 Penalty: 4278.163574
	Iteration 31Q: 3 clusters Score -763887.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -763894.062500 Penalty: 4278.163574
	Iteration 32Q: 3 clusters Score -763894.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -763903.437500 Penalty: 4278.163574
	Iteration 33Q: 3 clusters Score -763903.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -763910.062500 Penalty: 4278.163574
	Iteration 34Q: 3 clusters Score -763910.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -763919.625000 Penalty: 4278.163574
	Iteration 35Q: 3 clusters Score -763919.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -763925.562500 Penalty: 4278.163574
	Iteration 36Q: 3 clusters Score -763925.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -763929.625000 Penalty: 4278.163574
	Iteration 37Q: 3 clusters Score -763929.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -763936.625000 Penalty: 4278.163574
	Iteration 38Q: 3 clusters Score -763936.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -763941.000000 Penalty: 4278.163574
	Iteration 39Q: 3 clusters Score -763941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -763944.875000 Penalty: 4278.163574
	Iteration 40F: 3 clusters Score -763944.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -763948.312500 Penalty: 4278.163574
	Iteration 41Q: 3 clusters Score -763948.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -763951.562500 Penalty: 4278.163574
	Iteration 42Q: 3 clusters Score -763951.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -763953.812500 Penalty: 4278.163574
	Iteration 43Q: 3 clusters Score -763953.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -763957.437500 Penalty: 4278.163574
	Iteration 44Q: 3 clusters Score -763957.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -763961.062500 Penalty: 4278.163574
	Iteration 45Q: 3 clusters Score -763961.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -763965.937500 Penalty: 4278.163574
	Iteration 46Q: 3 clusters Score -763965.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -763967.125000 Penalty: 4278.163574
	Iteration 47Q: 3 clusters Score -763967.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -763970.000000 Penalty: 4278.163574
	Iteration 48Q: 3 clusters Score -763970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -763973.062500 Penalty: 4278.163574
	Iteration 49Q: 3 clusters Score -763973.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -763975.437500 Penalty: 4278.163574
	Iteration 50Q: 3 clusters Score -763975.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -763979.625000 Penalty: 4278.163574
	Iteration 51Q: 3 clusters Score -763979.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -763982.750000 Penalty: 4278.163574
	Iteration 52Q: 3 clusters Score -763982.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -763983.750000 Penalty: 4278.163574
	Iteration 53Q: 3 clusters Score -763983.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -763984.000000 Penalty: 4278.163574
	Iteration 54Q: 3 clusters Score -763984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -763986.187500 Penalty: 4278.163574
	Iteration 55Q: 3 clusters Score -763986.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -763986.125000 Penalty: 4278.163574
	Iteration 56Q: 3 clusters Score -763986.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -763986.000000 Penalty: 4278.163574
	Iteration 57Q: 3 clusters Score -763986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -763986.000000 Penalty: 4278.163574
	Iteration 58F: 3 clusters Score -763986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Entering Unmasked Estep 
Score: -370738.375000 Penalty: 1965.618408
	Iteration 0F: 2 clusters Score -370738.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -367666.062500 Penalty: 3931.236816
	Iteration 0F: 3 clusters Score -367666.1 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -368364.343750 Penalty: 3931.236816
	Iteration 1F: 3 clusters Score -368364.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -368570.906250 Penalty: 3931.236816
	Iteration 2F: 3 clusters Score -368570.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -368705.156250 Penalty: 3931.236816
	Iteration 3F: 3 clusters Score -368705.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -368817.843750 Penalty: 3931.236816
	Iteration 4Q: 3 clusters Score -368817.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -368930.906250 Penalty: 3931.236816
	Iteration 5Q: 3 clusters Score -368930.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -369060.750000 Penalty: 3931.236816
	Iteration 6Q: 3 clusters Score -369060.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -369177.750000 Penalty: 3931.236816
	Iteration 7Q: 3 clusters Score -369177.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -369291.968750 Penalty: 3931.236816
	Iteration 8Q: 3 clusters Score -369292 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -369396.593750 Penalty: 3931.236816
	Iteration 9Q: 3 clusters Score -369396.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -369468.281250 Penalty: 3931.236816
	Iteration 10Q: 3 clusters Score -369468.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -369537.062500 Penalty: 3931.236816
	Iteration 11Q: 3 clusters Score -369537.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -369593.187500 Penalty: 3931.236816
	Iteration 12Q: 3 clusters Score -369593.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -369622.656250 Penalty: 3931.236816
	Iteration 13Q: 3 clusters Score -369622.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -369656.781250 Penalty: 3931.236816
	Iteration 14Q: 3 clusters Score -369656.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -369677.281250 Penalty: 3931.236816
	Iteration 15Q: 3 clusters Score -369677.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -369697.375000 Penalty: 3931.236816
	Iteration 16Q: 3 clusters Score -369697.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -369710.281250 Penalty: 3931.236816
	Iteration 17Q: 3 clusters Score -369710.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -369723.781250 Penalty: 3931.236816
	Iteration 18Q: 3 clusters Score -369723.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -369734.656250 Penalty: 3931.236816
	Iteration 19Q: 3 clusters Score -369734.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -369744.187500 Penalty: 3931.236816
	Iteration 20F: 3 clusters Score -369744.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -369748.906250 Penalty: 3931.236816
	Iteration 21Q: 3 clusters Score -369748.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -369753.468750 Penalty: 3931.236816
	Iteration 22Q: 3 clusters Score -369753.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -369757.625000 Penalty: 3931.236816
	Iteration 23Q: 3 clusters Score -369757.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -369762.531250 Penalty: 3931.236816
	Iteration 24Q: 3 clusters Score -369762.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -369765.375000 Penalty: 3931.236816
	Iteration 25Q: 3 clusters Score -369765.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -369769.781250 Penalty: 3931.236816
	Iteration 26Q: 3 clusters Score -369769.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -369773.781250 Penalty: 3931.236816
	Iteration 27Q: 3 clusters Score -369773.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -369777.156250 Penalty: 3931.236816
	Iteration 28Q: 3 clusters Score -369777.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -369778.062500 Penalty: 3931.236816
	Iteration 29Q: 3 clusters Score -369778.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -369778.062500 Penalty: 3931.236816
	Iteration 30F: 3 clusters Score -369778.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Entering Unmasked Estep 
Score: -1082894.250000 Penalty: 2230.831543
	Iteration 0F: 2 clusters Score -1082894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1076494.250000 Penalty: 4461.663086
	Iteration 0F: 3 clusters Score -1076494 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1078292.250000 Penalty: 4461.663086
	Iteration 1F: 3 clusters Score -1078292 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1078565.375000 Penalty: 4461.663086
	Iteration 2F: 3 clusters Score -1078565 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1078789.000000 Penalty: 4461.663086
	Iteration 3F: 3 clusters Score -1078789 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1078994.125000 Penalty: 4461.663086
	Iteration 4Q: 3 clusters Score -1078994 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1079186.000000 Penalty: 4461.663086
	Iteration 5Q: 3 clusters Score -1079186 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1079412.375000 Penalty: 4461.663086
	Iteration 6Q: 3 clusters Score -1079412 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1079672.125000 Penalty: 4461.663086
	Iteration 7Q: 3 clusters Score -1079672 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1079945.500000 Penalty: 4461.663086
	Iteration 8Q: 3 clusters Score -1079946 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1080195.625000 Penalty: 4461.663086
	Iteration 9Q: 3 clusters Score -1080196 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1080433.250000 Penalty: 4461.663086
	Iteration 10Q: 3 clusters Score -1080433 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1080637.500000 Penalty: 4461.663086
	Iteration 11Q: 3 clusters Score -1080638 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1080785.750000 Penalty: 4461.663086
	Iteration 12Q: 3 clusters Score -1080786 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1080894.625000 Penalty: 4461.663086
	Iteration 13Q: 3 clusters Score -1080895 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1080983.375000 Penalty: 4461.663086
	Iteration 14Q: 3 clusters Score -1080983 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1081051.750000 Penalty: 4461.663086
	Iteration 15Q: 3 clusters Score -1081052 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1081105.750000 Penalty: 4461.663086
	Iteration 16Q: 3 clusters Score -1081106 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1081147.375000 Penalty: 4461.663086
	Iteration 17Q: 3 clusters Score -1081147 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1081184.250000 Penalty: 4461.663086
	Iteration 18Q: 3 clusters Score -1081184 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1081221.625000 Penalty: 4461.663086
	Iteration 19Q: 3 clusters Score -1081222 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1081246.875000 Penalty: 4461.663086
	Iteration 20F: 3 clusters Score -1081247 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1081265.375000 Penalty: 4461.663086
	Iteration 21Q: 3 clusters Score -1081265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1081276.500000 Penalty: 4461.663086
	Iteration 22Q: 3 clusters Score -1081276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1081289.250000 Penalty: 4461.663086
	Iteration 23Q: 3 clusters Score -1081289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1081298.250000 Penalty: 4461.663086
	Iteration 24Q: 3 clusters Score -1081298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1081312.250000 Penalty: 4461.663086
	Iteration 25Q: 3 clusters Score -1081312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1081324.000000 Penalty: 4461.663086
	Iteration 26Q: 3 clusters Score -1081324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1081339.125000 Penalty: 4461.663086
	Iteration 27Q: 3 clusters Score -1081339 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1081353.500000 Penalty: 4461.663086
	Iteration 28Q: 3 clusters Score -1081354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1081367.625000 Penalty: 4461.663086
	Iteration 29Q: 3 clusters Score -1081368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1081377.625000 Penalty: 4461.663086
	Iteration 30Q: 3 clusters Score -1081378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1081385.625000 Penalty: 4461.663086
	Iteration 31Q: 3 clusters Score -1081386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1081393.000000 Penalty: 4461.663086
	Iteration 32Q: 3 clusters Score -1081393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1081399.875000 Penalty: 4461.663086
	Iteration 33Q: 3 clusters Score -1081400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1081404.375000 Penalty: 4461.663086
	Iteration 34Q: 3 clusters Score -1081404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1081405.500000 Penalty: 4461.663086
	Iteration 35Q: 3 clusters Score -1081406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1081409.250000 Penalty: 4461.663086
	Iteration 36Q: 3 clusters Score -1081409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1081413.750000 Penalty: 4461.663086
	Iteration 37Q: 3 clusters Score -1081414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1081420.875000 Penalty: 4461.663086
	Iteration 38Q: 3 clusters Score -1081421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1081430.625000 Penalty: 4461.663086
	Iteration 39Q: 3 clusters Score -1081431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1081444.500000 Penalty: 4461.663086
	Iteration 40F: 3 clusters Score -1081444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1081453.000000 Penalty: 4461.663086
	Iteration 41Q: 3 clusters Score -1081453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1081475.125000 Penalty: 4461.663086
	Iteration 42Q: 3 clusters Score -1081475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1081489.000000 Penalty: 4461.663086
	Iteration 43Q: 3 clusters Score -1081489 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1081504.250000 Penalty: 4461.663086
	Iteration 44Q: 3 clusters Score -1081504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1081513.125000 Penalty: 4461.663086
	Iteration 45Q: 3 clusters Score -1081513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1081518.500000 Penalty: 4461.663086
	Iteration 46Q: 3 clusters Score -1081518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1081527.625000 Penalty: 4461.663086
	Iteration 47Q: 3 clusters Score -1081528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1081528.875000 Penalty: 4461.663086
	Iteration 48Q: 3 clusters Score -1081529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1081540.500000 Penalty: 4461.663086
	Iteration 49Q: 3 clusters Score -1081540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1081542.125000 Penalty: 4461.663086
	Iteration 50Q: 3 clusters Score -1081542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1081545.000000 Penalty: 4461.663086
	Iteration 51Q: 3 clusters Score -1081545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1081550.375000 Penalty: 4461.663086
	Iteration 52Q: 3 clusters Score -1081550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1081554.125000 Penalty: 4461.663086
	Iteration 53Q: 3 clusters Score -1081554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1081555.750000 Penalty: 4461.663086
	Iteration 54Q: 3 clusters Score -1081556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1081556.750000 Penalty: 4461.663086
	Iteration 55Q: 3 clusters Score -1081557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1081560.250000 Penalty: 4461.663086
	Iteration 56Q: 3 clusters Score -1081560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1081561.250000 Penalty: 4461.663086
	Iteration 57Q: 3 clusters Score -1081561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1081564.625000 Penalty: 4461.663086
	Iteration 58Q: 3 clusters Score -1081565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1081563.250000 Penalty: 4461.663086
	Iteration 59Q: 3 clusters Score -1081563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1081563.875000 Penalty: 4461.663086
	Iteration 60F: 3 clusters Score -1081564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1081566.125000 Penalty: 4461.663086
	Iteration 61Q: 3 clusters Score -1081566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1081565.500000 Penalty: 4461.663086
	Iteration 62Q: 3 clusters Score -1081566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1081565.125000 Penalty: 4461.663086
	Iteration 63Q: 3 clusters Score -1081565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1081567.000000 Penalty: 4461.663086
	Iteration 64Q: 3 clusters Score -1081567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1081567.000000 Penalty: 4461.663086
	Iteration 65F: 3 clusters Score -1081567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -726986.437500 Penalty: 2126.995117
	Iteration 0F: 2 clusters Score -726986.4 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 2669 members 
Entering Unmasked Estep 
Score: -722264.250000 Penalty: 4253.990234
	Iteration 0F: 3 clusters Score -722264.2 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -723329.750000 Penalty: 4253.990234
	Iteration 1F: 3 clusters Score -723329.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -723515.562500 Penalty: 4253.990234
	Iteration 2F: 3 clusters Score -723515.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -723634.687500 Penalty: 4253.990234
	Iteration 3Q: 3 clusters Score -723634.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -723713.437500 Penalty: 4253.990234
	Iteration 4Q: 3 clusters Score -723713.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -723774.937500 Penalty: 4253.990234
	Iteration 5Q: 3 clusters Score -723774.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -723820.437500 Penalty: 4253.990234
	Iteration 6Q: 3 clusters Score -723820.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -723867.062500 Penalty: 4253.990234
	Iteration 7Q: 3 clusters Score -723867.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -723907.937500 Penalty: 4253.990234
	Iteration 8Q: 3 clusters Score -723907.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -723945.312500 Penalty: 4253.990234
	Iteration 9Q: 3 clusters Score -723945.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -723984.625000 Penalty: 4253.990234
	Iteration 10Q: 3 clusters Score -723984.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -724015.312500 Penalty: 4253.990234
	Iteration 11Q: 3 clusters Score -724015.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -724041.062500 Penalty: 4253.990234
	Iteration 12Q: 3 clusters Score -724041.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -724067.187500 Penalty: 4253.990234
	Iteration 13Q: 3 clusters Score -724067.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -724097.187500 Penalty: 4253.990234
	Iteration 14Q: 3 clusters Score -724097.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -724126.562500 Penalty: 4253.990234
	Iteration 15Q: 3 clusters Score -724126.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -724161.187500 Penalty: 4253.990234
	Iteration 16Q: 3 clusters Score -724161.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -724187.250000 Penalty: 4253.990234
	Iteration 17Q: 3 clusters Score -724187.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -724215.000000 Penalty: 4253.990234
	Iteration 18Q: 3 clusters Score -724215 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -724240.375000 Penalty: 4253.990234
	Iteration 19Q: 3 clusters Score -724240.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -724260.250000 Penalty: 4253.990234
	Iteration 20F: 3 clusters Score -724260.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -724280.125000 Penalty: 4253.990234
	Iteration 21Q: 3 clusters Score -724280.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -724302.750000 Penalty: 4253.990234
	Iteration 22Q: 3 clusters Score -724302.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -724325.375000 Penalty: 4253.990234
	Iteration 23Q: 3 clusters Score -724325.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -724348.437500 Penalty: 4253.990234
	Iteration 24Q: 3 clusters Score -724348.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -724368.312500 Penalty: 4253.990234
	Iteration 25Q: 3 clusters Score -724368.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -724398.250000 Penalty: 4253.990234
	Iteration 26Q: 3 clusters Score -724398.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -724426.062500 Penalty: 4253.990234
	Iteration 27Q: 3 clusters Score -724426.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -724455.250000 Penalty: 4253.990234
	Iteration 28Q: 3 clusters Score -724455.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -724476.375000 Penalty: 4253.990234
	Iteration 29Q: 3 clusters Score -724476.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -724491.312500 Penalty: 4253.990234
	Iteration 30Q: 3 clusters Score -724491.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -724507.125000 Penalty: 4253.990234
	Iteration 31Q: 3 clusters Score -724507.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -724523.062500 Penalty: 4253.990234
	Iteration 32Q: 3 clusters Score -724523.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -724541.812500 Penalty: 4253.990234
	Iteration 33Q: 3 clusters Score -724541.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -724553.875000 Penalty: 4253.990234
	Iteration 34Q: 3 clusters Score -724553.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -724564.250000 Penalty: 4253.990234
	Iteration 35Q: 3 clusters Score -724564.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -724578.500000 Penalty: 4253.990234
	Iteration 36Q: 3 clusters Score -724578.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -724601.812500 Penalty: 4253.990234
	Iteration 37Q: 3 clusters Score -724601.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -724641.000000 Penalty: 4253.990234
	Iteration 38Q: 3 clusters Score -724641 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -724676.562500 Penalty: 4253.990234
	Iteration 39Q: 3 clusters Score -724676.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -724722.062500 Penalty: 4253.990234
	Iteration 40F: 3 clusters Score -724722.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -724765.812500 Penalty: 4253.990234
	Iteration 41Q: 3 clusters Score -724765.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -724812.687500 Penalty: 4253.990234
	Iteration 42Q: 3 clusters Score -724812.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -724863.375000 Penalty: 4253.990234
	Iteration 43Q: 3 clusters Score -724863.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -724897.562500 Penalty: 4253.990234
	Iteration 44Q: 3 clusters Score -724897.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -724913.875000 Penalty: 4253.990234
	Iteration 45Q: 3 clusters Score -724913.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -724933.437500 Penalty: 4253.990234
	Iteration 46Q: 3 clusters Score -724933.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -724948.250000 Penalty: 4253.990234
	Iteration 47Q: 3 clusters Score -724948.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -724960.062500 Penalty: 4253.990234
	Iteration 48Q: 3 clusters Score -724960.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -724967.125000 Penalty: 4253.990234
	Iteration 49Q: 3 clusters Score -724967.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -724980.750000 Penalty: 4253.990234
	Iteration 50Q: 3 clusters Score -724980.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -724987.312500 Penalty: 4253.990234
	Iteration 51Q: 3 clusters Score -724987.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -724996.750000 Penalty: 4253.990234
	Iteration 52Q: 3 clusters Score -724996.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -725004.187500 Penalty: 4253.990234
	Iteration 53Q: 3 clusters Score -725004.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -725008.500000 Penalty: 4253.990234
	Iteration 54Q: 3 clusters Score -725008.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -725011.937500 Penalty: 4253.990234
	Iteration 55Q: 3 clusters Score -725011.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -725013.375000 Penalty: 4253.990234
	Iteration 56Q: 3 clusters Score -725013.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -725019.687500 Penalty: 4253.990234
	Iteration 57Q: 3 clusters Score -725019.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -725028.187500 Penalty: 4253.990234
	Iteration 58Q: 3 clusters Score -725028.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -725037.937500 Penalty: 4253.990234
	Iteration 59Q: 3 clusters Score -725037.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -725041.937500 Penalty: 4253.990234
	Iteration 60F: 3 clusters Score -725041.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -725045.375000 Penalty: 4253.990234
	Iteration 61Q: 3 clusters Score -725045.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -725049.187500 Penalty: 4253.990234
	Iteration 62Q: 3 clusters Score -725049.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -725052.312500 Penalty: 4253.990234
	Iteration 63Q: 3 clusters Score -725052.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -725051.875000 Penalty: 4253.990234
	Iteration 64Q: 3 clusters Score -725051.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -725051.875000 Penalty: 4253.990234
	Iteration 65F: 3 clusters Score -725051.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (59248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59248 members 
Entering Unmasked Estep 
Score: -8318172.000000 Penalty: 2725.392822
	Iteration 0F: 2 clusters Score -8318172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -8278476.500000 Penalty: 5450.785645
	Iteration 0F: 3 clusters Score -8278476 nChanged 27526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -8293325.000000 Penalty: 5450.785645
	Iteration 1F: 3 clusters Score -8293325 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -8293903.500000 Penalty: 5450.785645
	Iteration 2Q: 3 clusters Score -8293904 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -8294598.500000 Penalty: 5450.785645
	Iteration 3Q: 3 clusters Score -8294598 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -8295409.000000 Penalty: 5450.785645
	Iteration 4Q: 3 clusters Score -8295409 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -8296630.500000 Penalty: 5450.785645
	Iteration 5Q: 3 clusters Score -8296630 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -8298316.500000 Penalty: 5450.785645
	Iteration 6F: 3 clusters Score -8298316 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -8300962.000000 Penalty: 5450.785645
	Iteration 7F: 3 clusters Score -8300962 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -8304567.000000 Penalty: 5450.785645
	Iteration 8F: 3 clusters Score -8304567 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -8308484.500000 Penalty: 5450.785645
	Iteration 9F: 3 clusters Score -8308484 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -8311757.000000 Penalty: 5450.785645
	Iteration 10F: 3 clusters Score -8311757 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56814 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -8313869.000000 Penalty: 5450.785645
	Iteration 11Q: 3 clusters Score -8313869 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57927 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8314946.000000 Penalty: 5450.785645
	Iteration 12Q: 3 clusters Score -8314946 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58424 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8315363.000000 Penalty: 5450.785645
	Iteration 13Q: 3 clusters Score -8315363 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8315576.000000 Penalty: 5450.785645
	Iteration 14Q: 3 clusters Score -8315576 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58732 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8315675.500000 Penalty: 5450.785645
	Iteration 15Q: 3 clusters Score -8315676 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58793 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8315746.500000 Penalty: 5450.785645
	Iteration 16Q: 3 clusters Score -8315746 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58833 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8315804.000000 Penalty: 5450.785645
	Iteration 17Q: 3 clusters Score -8315804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8315824.500000 Penalty: 5450.785645
	Iteration 18Q: 3 clusters Score -8315824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58869 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8315842.000000 Penalty: 5450.785645
	Iteration 19Q: 3 clusters Score -8315842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58876 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8315831.500000 Penalty: 5450.785645
	Iteration 20F: 3 clusters Score -8315832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58882 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8315844.500000 Penalty: 5450.785645
	Iteration 21Q: 3 clusters Score -8315844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58888 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8315859.000000 Penalty: 5450.785645
	Iteration 22Q: 3 clusters Score -8315859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58894 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8315874.000000 Penalty: 5450.785645
	Iteration 23Q: 3 clusters Score -8315874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8315892.500000 Penalty: 5450.785645
	Iteration 24Q: 3 clusters Score -8315892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58906 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8315894.500000 Penalty: 5450.785645
	Iteration 25Q: 3 clusters Score -8315894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58912 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8315899.500000 Penalty: 5450.785645
	Iteration 26Q: 3 clusters Score -8315900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58913 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8315901.000000 Penalty: 5450.785645
	Iteration 27Q: 3 clusters Score -8315901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8315907.000000 Penalty: 5450.785645
	Iteration 28Q: 3 clusters Score -8315907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58915 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8315908.500000 Penalty: 5450.785645
	Iteration 29Q: 3 clusters Score -8315908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58916 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8315913.500000 Penalty: 5450.785645
	Iteration 30Q: 3 clusters Score -8315914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58916 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8315913.000000 Penalty: 5450.785645
	Iteration 31Q: 3 clusters Score -8315913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58915 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8315918.000000 Penalty: 5450.785645
	Iteration 32Q: 3 clusters Score -8315918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8315913.000000 Penalty: 5450.785645
	Iteration 33Q: 3 clusters Score -8315913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8315919.000000 Penalty: 5450.785645
	Iteration 34Q: 3 clusters Score -8315919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8315919.000000 Penalty: 5450.785645
	Iteration 35F: 3 clusters Score -8315919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Entering Unmasked Estep 
Score: -1118955.500000 Penalty: 2238.760254
	Iteration 0F: 2 clusters Score -1118956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1112308.250000 Penalty: 4477.520508
	Iteration 0F: 3 clusters Score -1112308 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1114419.125000 Penalty: 4477.520508
	Iteration 1F: 3 clusters Score -1114419 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1114933.750000 Penalty: 4477.520508
	Iteration 2F: 3 clusters Score -1114934 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1115499.125000 Penalty: 4477.520508
	Iteration 3F: 3 clusters Score -1115499 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1116210.500000 Penalty: 4477.520508
	Iteration 4F: 3 clusters Score -1116210 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1117086.125000 Penalty: 4477.520508
	Iteration 5F: 3 clusters Score -1117086 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1117732.750000 Penalty: 4477.520508
	Iteration 6F: 3 clusters Score -1117733 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1118118.000000 Penalty: 4477.520508
	Iteration 7F: 3 clusters Score -1118118 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1118370.750000 Penalty: 4477.520508
	Iteration 8Q: 3 clusters Score -1118371 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1118513.750000 Penalty: 4477.520508
	Iteration 9Q: 3 clusters Score -1118514 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1118597.125000 Penalty: 4477.520508
	Iteration 10Q: 3 clusters Score -1118597 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1118655.750000 Penalty: 4477.520508
	Iteration 11Q: 3 clusters Score -1118656 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1118691.625000 Penalty: 4477.520508
	Iteration 12Q: 3 clusters Score -1118692 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1118724.750000 Penalty: 4477.520508
	Iteration 13Q: 3 clusters Score -1118725 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1118745.750000 Penalty: 4477.520508
	Iteration 14Q: 3 clusters Score -1118746 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1118765.375000 Penalty: 4477.520508
	Iteration 15Q: 3 clusters Score -1118765 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1118776.000000 Penalty: 4477.520508
	Iteration 16Q: 3 clusters Score -1118776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1118784.125000 Penalty: 4477.520508
	Iteration 17Q: 3 clusters Score -1118784 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1118793.250000 Penalty: 4477.520508
	Iteration 18Q: 3 clusters Score -1118793 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1118803.000000 Penalty: 4477.520508
	Iteration 19Q: 3 clusters Score -1118803 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1118813.125000 Penalty: 4477.520508
	Iteration 20F: 3 clusters Score -1118813 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1118820.750000 Penalty: 4477.520508
	Iteration 21Q: 3 clusters Score -1118821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1118831.500000 Penalty: 4477.520508
	Iteration 22Q: 3 clusters Score -1118832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1118836.500000 Penalty: 4477.520508
	Iteration 23Q: 3 clusters Score -1118836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1118841.375000 Penalty: 4477.520508
	Iteration 24Q: 3 clusters Score -1118841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1118849.250000 Penalty: 4477.520508
	Iteration 25Q: 3 clusters Score -1118849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1118852.250000 Penalty: 4477.520508
	Iteration 26Q: 3 clusters Score -1118852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1118862.750000 Penalty: 4477.520508
	Iteration 27Q: 3 clusters Score -1118863 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1118872.875000 Penalty: 4477.520508
	Iteration 28Q: 3 clusters Score -1118873 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1118881.500000 Penalty: 4477.520508
	Iteration 29Q: 3 clusters Score -1118882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1118887.375000 Penalty: 4477.520508
	Iteration 30Q: 3 clusters Score -1118887 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1118899.625000 Penalty: 4477.520508
	Iteration 31Q: 3 clusters Score -1118900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1118905.875000 Penalty: 4477.520508
	Iteration 32Q: 3 clusters Score -1118906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1118910.500000 Penalty: 4477.520508
	Iteration 33Q: 3 clusters Score -1118910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1118913.250000 Penalty: 4477.520508
	Iteration 34Q: 3 clusters Score -1118913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1118917.375000 Penalty: 4477.520508
	Iteration 35Q: 3 clusters Score -1118917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1118918.125000 Penalty: 4477.520508
	Iteration 36Q: 3 clusters Score -1118918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1118921.250000 Penalty: 4477.520508
	Iteration 37Q: 3 clusters Score -1118921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1118921.875000 Penalty: 4477.520508
	Iteration 38Q: 3 clusters Score -1118922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1118924.875000 Penalty: 4477.520508
	Iteration 39Q: 3 clusters Score -1118925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1118929.375000 Penalty: 4477.520508
	Iteration 40F: 3 clusters Score -1118929 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1118935.000000 Penalty: 4477.520508
	Iteration 41Q: 3 clusters Score -1118935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1118941.500000 Penalty: 4477.520508
	Iteration 42Q: 3 clusters Score -1118942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1118950.500000 Penalty: 4477.520508
	Iteration 43Q: 3 clusters Score -1118950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1118957.875000 Penalty: 4477.520508
	Iteration 44Q: 3 clusters Score -1118958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1118964.250000 Penalty: 4477.520508
	Iteration 45Q: 3 clusters Score -1118964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1118966.375000 Penalty: 4477.520508
	Iteration 46Q: 3 clusters Score -1118966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1118967.500000 Penalty: 4477.520508
	Iteration 47Q: 3 clusters Score -1118968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1118972.250000 Penalty: 4477.520508
	Iteration 48Q: 3 clusters Score -1118972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1118973.500000 Penalty: 4477.520508
	Iteration 49Q: 3 clusters Score -1118974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1118972.875000 Penalty: 4477.520508
	Iteration 50Q: 3 clusters Score -1118973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1118973.375000 Penalty: 4477.520508
	Iteration 51Q: 3 clusters Score -1118973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1118973.500000 Penalty: 4477.520508
	Iteration 52Q: 3 clusters Score -1118974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1118973.375000 Penalty: 4477.520508
	Iteration 53Q: 3 clusters Score -1118973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1118973.750000 Penalty: 4477.520508
	Iteration 54Q: 3 clusters Score -1118974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1118973.750000 Penalty: 4477.520508
	Iteration 55F: 3 clusters Score -1118974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153035 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201365 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12383 members 
Mstep: Class 10 contains 146480 members 
Mstep: Class 11 contains 47356 members 
Mstep: Class 12 contains 5575 members 
Mstep: Class 13 contains 35753 members 
Mstep: Class 14 contains 49991 members 
Mstep: Class 15 contains 53673 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13789 members 
Mstep: Class 18 contains 35768 members 
Mstep: Class 19 contains 16275 members 
Mstep: Class 20 contains 27072 members 
Mstep: Class 21 contains 39602 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59248 members 
Mstep: Class 28 contains 4244 members 
Mstep: Class 29 contains 66795 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 4083 members 
Entering Unmasked Estep 
Score: -142941824.000000 Penalty: 106614.398438
Splitting cluster 28 changes total score from -142942976.000000 to -142941824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (66795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66795 members 
Entering Unmasked Estep 
Score: -9342619.000000 Penalty: 2755.127197
	Iteration 0F: 2 clusters Score -9342619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -9298087.000000 Penalty: 5510.254395
	Iteration 0F: 3 clusters Score -9298087 nChanged 31080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -9315077.000000 Penalty: 5510.254395
	Iteration 1F: 3 clusters Score -9315077 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -9315792.000000 Penalty: 5510.254395
	Iteration 2Q: 3 clusters Score -9315792 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -9316585.000000 Penalty: 5510.254395
	Iteration 3Q: 3 clusters Score -9316585 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -9317523.000000 Penalty: 5510.254395
	Iteration 4Q: 3 clusters Score -9317523 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -9318765.000000 Penalty: 5510.254395
	Iteration 5Q: 3 clusters Score -9318765 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -9320468.000000 Penalty: 5510.254395
	Iteration 6Q: 3 clusters Score -9320468 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -9323039.000000 Penalty: 5510.254395
	Iteration 7F: 3 clusters Score -9323039 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -9326545.000000 Penalty: 5510.254395
	Iteration 8F: 3 clusters Score -9326545 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -9330435.000000 Penalty: 5510.254395
	Iteration 9F: 3 clusters Score -9330435 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58290 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -9333865.000000 Penalty: 5510.254395
	Iteration 10F: 3 clusters Score -9333865 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61488 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -9336461.000000 Penalty: 5510.254395
	Iteration 11Q: 3 clusters Score -9336461 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63603 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -9338114.000000 Penalty: 5510.254395
	Iteration 12Q: 3 clusters Score -9338114 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64784 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -9338982.000000 Penalty: 5510.254395
	Iteration 13Q: 3 clusters Score -9338982 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65441 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -9339478.000000 Penalty: 5510.254395
	Iteration 14Q: 3 clusters Score -9339478 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65825 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -9339775.000000 Penalty: 5510.254395
	Iteration 15Q: 3 clusters Score -9339775 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66028 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -9339954.000000 Penalty: 5510.254395
	Iteration 16Q: 3 clusters Score -9339954 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66117 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9340043.000000 Penalty: 5510.254395
	Iteration 17Q: 3 clusters Score -9340043 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66168 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -9340086.000000 Penalty: 5510.254395
	Iteration 18Q: 3 clusters Score -9340086 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66201 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9340115.000000 Penalty: 5510.254395
	Iteration 19Q: 3 clusters Score -9340115 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66230 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -9340148.000000 Penalty: 5510.254395
	Iteration 20F: 3 clusters Score -9340148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66251 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9340175.000000 Penalty: 5510.254395
	Iteration 21Q: 3 clusters Score -9340175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66255 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9340194.000000 Penalty: 5510.254395
	Iteration 22Q: 3 clusters Score -9340194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66266 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9340205.000000 Penalty: 5510.254395
	Iteration 23Q: 3 clusters Score -9340205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66281 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9340216.000000 Penalty: 5510.254395
	Iteration 24Q: 3 clusters Score -9340216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66286 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9340230.000000 Penalty: 5510.254395
	Iteration 25Q: 3 clusters Score -9340230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9340231.000000 Penalty: 5510.254395
	Iteration 26Q: 3 clusters Score -9340231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66309 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9340241.000000 Penalty: 5510.254395
	Iteration 27Q: 3 clusters Score -9340241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66324 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -9340257.000000 Penalty: 5510.254395
	Iteration 28Q: 3 clusters Score -9340257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66333 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9340252.000000 Penalty: 5510.254395
	Iteration 29Q: 3 clusters Score -9340252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66340 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9340264.000000 Penalty: 5510.254395
	Iteration 30Q: 3 clusters Score -9340264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66346 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9340268.000000 Penalty: 5510.254395
	Iteration 31Q: 3 clusters Score -9340268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66352 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9340269.000000 Penalty: 5510.254395
	Iteration 32Q: 3 clusters Score -9340269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66356 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9340279.000000 Penalty: 5510.254395
	Iteration 33Q: 3 clusters Score -9340279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66357 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9340286.000000 Penalty: 5510.254395
	Iteration 34Q: 3 clusters Score -9340286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66362 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9340287.000000 Penalty: 5510.254395
	Iteration 35Q: 3 clusters Score -9340287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66364 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9340289.000000 Penalty: 5510.254395
	Iteration 36Q: 3 clusters Score -9340289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66366 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9340291.000000 Penalty: 5510.254395
	Iteration 37Q: 3 clusters Score -9340291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66366 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9340291.000000 Penalty: 5510.254395
	Iteration 38F: 3 clusters Score -9340291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -95599.953125 Penalty: 1639.118652
	Iteration 0F: 2 clusters Score -95599.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -93841.921875 Penalty: 3278.237305
	Iteration 0F: 3 clusters Score -93841.92 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -94115.632812 Penalty: 3278.237305
	Iteration 1F: 3 clusters Score -94115.63 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -94217.093750 Penalty: 3278.237305
	Iteration 2F: 3 clusters Score -94217.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -94289.617188 Penalty: 3278.237305
	Iteration 3Q: 3 clusters Score -94289.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -94332.875000 Penalty: 3278.237305
	Iteration 4Q: 3 clusters Score -94332.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -94365.492188 Penalty: 3278.237305
	Iteration 5Q: 3 clusters Score -94365.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -94408.437500 Penalty: 3278.237305
	Iteration 6Q: 3 clusters Score -94408.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -94463.515625 Penalty: 3278.237305
	Iteration 7Q: 3 clusters Score -94463.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -94584.890625 Penalty: 3278.237305
	Iteration 8Q: 3 clusters Score -94584.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -94820.867188 Penalty: 3278.237305
	Iteration 9Q: 3 clusters Score -94820.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -94900.007812 Penalty: 3278.237305
	Iteration 10Q: 3 clusters Score -94900.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -94963.296875 Penalty: 3278.237305
	Iteration 11Q: 3 clusters Score -94963.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -95007.703125 Penalty: 3278.237305
	Iteration 12Q: 3 clusters Score -95007.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -95038.281250 Penalty: 3278.237305
	Iteration 13Q: 3 clusters Score -95038.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -95062.703125 Penalty: 3278.237305
	Iteration 14Q: 3 clusters Score -95062.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -95075.523438 Penalty: 3278.237305
	Iteration 15Q: 3 clusters Score -95075.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -95076.625000 Penalty: 3278.237305
	Iteration 16Q: 3 clusters Score -95076.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -95076.625000 Penalty: 3278.237305
	Iteration 17F: 3 clusters Score -95076.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153035 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201365 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12383 members 
Mstep: Class 10 contains 146480 members 
Mstep: Class 11 contains 47356 members 
Mstep: Class 12 contains 5575 members 
Mstep: Class 13 contains 35753 members 
Mstep: Class 14 contains 49991 members 
Mstep: Class 15 contains 53673 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13789 members 
Mstep: Class 18 contains 35768 members 
Mstep: Class 19 contains 16275 members 
Mstep: Class 20 contains 27072 members 
Mstep: Class 21 contains 39602 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59248 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66795 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942912.000000 Penalty: 103175.226562
Iteration 199Q: 31 clusters Score -1.429429e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153032 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201367 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146483 members 
Mstep: Class 11 contains 47354 members 
Mstep: Class 12 contains 5576 members 
Mstep: Class 13 contains 35753 members 
Mstep: Class 14 contains 49991 members 
Mstep: Class 15 contains 53670 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35768 members 
Mstep: Class 19 contains 16276 members 
Mstep: Class 20 contains 27069 members 
Mstep: Class 21 contains 39601 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59252 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66795 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942880.000000 Penalty: 103175.226562
Iteration 200F: 31 clusters Score -1.429429e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153031 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201367 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146484 members 
Mstep: Class 11 contains 47352 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 35753 members 
Mstep: Class 14 contains 49992 members 
Mstep: Class 15 contains 53668 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16280 members 
Mstep: Class 20 contains 27065 members 
Mstep: Class 21 contains 39601 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59254 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66796 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942896.000000 Penalty: 103175.226562
Iteration 201Q: 31 clusters Score -1.429429e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153030 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201365 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146486 members 
Mstep: Class 11 contains 47351 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 35754 members 
Mstep: Class 14 contains 49992 members 
Mstep: Class 15 contains 53667 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16282 members 
Mstep: Class 20 contains 27063 members 
Mstep: Class 21 contains 39601 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59254 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66798 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942944.000000 Penalty: 103175.226562
Iteration 202Q: 31 clusters Score -1.429429e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153032 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201363 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146488 members 
Mstep: Class 11 contains 47348 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 35754 members 
Mstep: Class 14 contains 49992 members 
Mstep: Class 15 contains 53666 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16283 members 
Mstep: Class 20 contains 27063 members 
Mstep: Class 21 contains 39601 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59254 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66799 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942992.000000 Penalty: 103175.226562
Iteration 203Q: 31 clusters Score -1.42943e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153030 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201362 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146492 members 
Mstep: Class 11 contains 47346 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 35754 members 
Mstep: Class 14 contains 49993 members 
Mstep: Class 15 contains 53666 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16283 members 
Mstep: Class 20 contains 27062 members 
Mstep: Class 21 contains 39602 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59254 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66799 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942992.000000 Penalty: 103175.226562
Iteration 204Q: 31 clusters Score -1.42943e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153029 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201363 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146496 members 
Mstep: Class 11 contains 47343 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 35754 members 
Mstep: Class 14 contains 49993 members 
Mstep: Class 15 contains 53666 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16281 members 
Mstep: Class 20 contains 27060 members 
Mstep: Class 21 contains 39603 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59255 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66799 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942960.000000 Penalty: 103175.226562
Iteration 205Q: 31 clusters Score -1.42943e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153028 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201366 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146497 members 
Mstep: Class 11 contains 47342 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 35753 members 
Mstep: Class 14 contains 49993 members 
Mstep: Class 15 contains 53666 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16281 members 
Mstep: Class 20 contains 27060 members 
Mstep: Class 21 contains 39601 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59257 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66798 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942928.000000 Penalty: 103175.226562
Iteration 206Q: 31 clusters Score -1.429429e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153027 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201366 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146498 members 
Mstep: Class 11 contains 47342 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 35753 members 
Mstep: Class 14 contains 49993 members 
Mstep: Class 15 contains 53666 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16282 members 
Mstep: Class 20 contains 27059 members 
Mstep: Class 21 contains 39600 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59257 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66799 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942880.000000 Penalty: 103175.226562
Iteration 207Q: 31 clusters Score -1.429429e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153026 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201367 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146499 members 
Mstep: Class 11 contains 47342 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 35753 members 
Mstep: Class 14 contains 49993 members 
Mstep: Class 15 contains 53666 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16282 members 
Mstep: Class 20 contains 27060 members 
Mstep: Class 21 contains 39600 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59257 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66798 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942896.000000 Penalty: 103175.226562
Iteration 208Q: 31 clusters Score -1.429429e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153026 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201368 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146501 members 
Mstep: Class 11 contains 47341 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 35752 members 
Mstep: Class 14 contains 49993 members 
Mstep: Class 15 contains 53665 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16282 members 
Mstep: Class 20 contains 27061 members 
Mstep: Class 21 contains 39600 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59257 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66797 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942912.000000 Penalty: 103175.226562
Iteration 209Q: 31 clusters Score -1.429429e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153026 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201370 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146502 members 
Mstep: Class 11 contains 47339 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 35752 members 
Mstep: Class 14 contains 49992 members 
Mstep: Class 15 contains 53665 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16282 members 
Mstep: Class 20 contains 27062 members 
Mstep: Class 21 contains 39600 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59257 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66797 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942912.000000 Penalty: 103175.226562
Iteration 210Q: 31 clusters Score -1.429429e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153026 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201370 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146504 members 
Mstep: Class 11 contains 47338 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 35752 members 
Mstep: Class 14 contains 49992 members 
Mstep: Class 15 contains 53665 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16283 members 
Mstep: Class 20 contains 27061 members 
Mstep: Class 21 contains 39600 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59256 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66797 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942912.000000 Penalty: 103175.226562
Iteration 211Q: 31 clusters Score -1.429429e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153026 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201369 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146507 members 
Mstep: Class 11 contains 47337 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 35752 members 
Mstep: Class 14 contains 49991 members 
Mstep: Class 15 contains 53665 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16283 members 
Mstep: Class 20 contains 27060 members 
Mstep: Class 21 contains 39600 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59257 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66797 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942928.000000 Penalty: 103175.226562
Iteration 212Q: 31 clusters Score -1.429429e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153026 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201370 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146509 members 
Mstep: Class 11 contains 47336 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 35750 members 
Mstep: Class 14 contains 49991 members 
Mstep: Class 15 contains 53664 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16283 members 
Mstep: Class 20 contains 27059 members 
Mstep: Class 21 contains 39600 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59257 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66797 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942960.000000 Penalty: 103175.226562
Iteration 213Q: 31 clusters Score -1.42943e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153026 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201372 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146509 members 
Mstep: Class 11 contains 47335 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 35750 members 
Mstep: Class 14 contains 49991 members 
Mstep: Class 15 contains 53664 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16283 members 
Mstep: Class 20 contains 27057 members 
Mstep: Class 21 contains 39600 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59257 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66798 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943008.000000 Penalty: 103175.226562
Iteration 214Q: 31 clusters Score -1.42943e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153028 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201371 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146509 members 
Mstep: Class 11 contains 47335 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 35749 members 
Mstep: Class 14 contains 49992 members 
Mstep: Class 15 contains 53663 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16283 members 
Mstep: Class 20 contains 27056 members 
Mstep: Class 21 contains 39601 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59257 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66798 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943008.000000 Penalty: 103175.226562
Iteration 215Q: 31 clusters Score -1.42943e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153026 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201374 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146510 members 
Mstep: Class 11 contains 47335 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 35748 members 
Mstep: Class 14 contains 49992 members 
Mstep: Class 15 contains 53661 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16283 members 
Mstep: Class 20 contains 27059 members 
Mstep: Class 21 contains 39600 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59257 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66798 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942928.000000 Penalty: 103175.226562
Iteration 216Q: 31 clusters Score -1.429429e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153028 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201374 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146509 members 
Mstep: Class 11 contains 47335 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 14 contains 49992 members 
Mstep: Class 15 contains 53660 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16284 members 
Mstep: Class 20 contains 27058 members 
Mstep: Class 21 contains 39600 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59258 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66798 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942944.000000 Penalty: 103175.226562
Iteration 217Q: 31 clusters Score -1.429429e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153028 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201374 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146509 members 
Mstep: Class 11 contains 47335 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 14 contains 49991 members 
Mstep: Class 15 contains 53660 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16284 members 
Mstep: Class 20 contains 27058 members 
Mstep: Class 21 contains 39600 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59259 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66798 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942944.000000 Penalty: 103175.226562
Iteration 218Q: 31 clusters Score -1.429429e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153028 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201374 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146508 members 
Mstep: Class 11 contains 47335 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 14 contains 49990 members 
Mstep: Class 15 contains 53660 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16284 members 
Mstep: Class 20 contains 27059 members 
Mstep: Class 21 contains 39599 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59261 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66798 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942896.000000 Penalty: 103175.226562
Iteration 219Q: 31 clusters Score -1.429429e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153028 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201369 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146508 members 
Mstep: Class 11 contains 47335 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 14 contains 49990 members 
Mstep: Class 15 contains 53660 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16284 members 
Mstep: Class 20 contains 27060 members 
Mstep: Class 21 contains 39600 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59264 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66798 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942880.000000 Penalty: 103175.226562
Iteration 220F: 31 clusters Score -1.429429e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153028 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201371 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146509 members 
Mstep: Class 11 contains 47335 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 14 contains 49990 members 
Mstep: Class 15 contains 53660 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16284 members 
Mstep: Class 20 contains 27059 members 
Mstep: Class 21 contains 39600 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59262 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66798 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942912.000000 Penalty: 103175.226562
Iteration 221Q: 31 clusters Score -1.429429e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153028 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201372 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146508 members 
Mstep: Class 11 contains 47335 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 14 contains 49990 members 
Mstep: Class 15 contains 53660 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16284 members 
Mstep: Class 20 contains 27059 members 
Mstep: Class 21 contains 39601 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59261 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66798 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942896.000000 Penalty: 103175.226562
Iteration 222Q: 31 clusters Score -1.429429e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153028 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201371 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146508 members 
Mstep: Class 11 contains 47335 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 14 contains 49990 members 
Mstep: Class 15 contains 53660 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16284 members 
Mstep: Class 20 contains 27059 members 
Mstep: Class 21 contains 39602 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59261 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66798 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942896.000000 Penalty: 103175.226562
Iteration 223Q: 31 clusters Score -1.429429e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153028 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201370 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146508 members 
Mstep: Class 11 contains 47335 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 14 contains 49990 members 
Mstep: Class 15 contains 53660 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16284 members 
Mstep: Class 20 contains 27059 members 
Mstep: Class 21 contains 39603 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59261 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66798 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942864.000000 Penalty: 103175.226562
Iteration 224Q: 31 clusters Score -1.429429e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153028 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201370 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146508 members 
Mstep: Class 11 contains 47335 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 14 contains 49990 members 
Mstep: Class 15 contains 53660 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16285 members 
Mstep: Class 20 contains 27059 members 
Mstep: Class 21 contains 39602 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59261 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66798 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942880.000000 Penalty: 103175.226562
Iteration 225Q: 31 clusters Score -1.429429e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153029 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201370 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146508 members 
Mstep: Class 11 contains 47334 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 14 contains 49990 members 
Mstep: Class 15 contains 53660 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16288 members 
Mstep: Class 20 contains 27059 members 
Mstep: Class 21 contains 39601 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 8064 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59260 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66798 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942848.000000 Penalty: 103175.226562
Iteration 226Q: 31 clusters Score -1.429428e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153030 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201371 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146509 members 
Mstep: Class 11 contains 47332 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 14 contains 49990 members 
Mstep: Class 15 contains 53660 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16289 members 
Mstep: Class 20 contains 27058 members 
Mstep: Class 21 contains 39601 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2767 members 
Mstep: Class 25 contains 8064 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59260 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66798 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942848.000000 Penalty: 103175.226562
Iteration 227Q: 31 clusters Score -1.429428e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153029 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201372 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146509 members 
Mstep: Class 11 contains 47329 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 14 contains 49990 members 
Mstep: Class 15 contains 53660 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16292 members 
Mstep: Class 20 contains 27059 members 
Mstep: Class 21 contains 39601 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5569 members 
Mstep: Class 24 contains 2765 members 
Mstep: Class 25 contains 8064 members 
Mstep: Class 26 contains 5306 members 
Mstep: Class 27 contains 59260 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66798 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942784.000000 Penalty: 103175.226562
Iteration 228Q: 31 clusters Score -1.429428e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153028 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201373 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146509 members 
Mstep: Class 11 contains 47327 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 14 contains 49990 members 
Mstep: Class 15 contains 53660 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16293 members 
Mstep: Class 20 contains 27058 members 
Mstep: Class 21 contains 39601 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5569 members 
Mstep: Class 24 contains 2764 members 
Mstep: Class 25 contains 8064 members 
Mstep: Class 26 contains 5307 members 
Mstep: Class 27 contains 59261 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66798 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942784.000000 Penalty: 103175.226562
Iteration 229Q: 31 clusters Score -1.429428e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153028 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201372 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146510 members 
Mstep: Class 11 contains 47326 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 14 contains 49990 members 
Mstep: Class 15 contains 53660 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16293 members 
Mstep: Class 20 contains 27058 members 
Mstep: Class 21 contains 39601 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5569 members 
Mstep: Class 24 contains 2764 members 
Mstep: Class 25 contains 8064 members 
Mstep: Class 26 contains 5307 members 
Mstep: Class 27 contains 59262 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66798 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942784.000000 Penalty: 103175.226562
Iteration 230Q: 31 clusters Score -1.429428e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153028 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201372 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146511 members 
Mstep: Class 11 contains 47326 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 14 contains 49990 members 
Mstep: Class 15 contains 53660 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16293 members 
Mstep: Class 20 contains 27057 members 
Mstep: Class 21 contains 39601 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5569 members 
Mstep: Class 24 contains 2764 members 
Mstep: Class 25 contains 8064 members 
Mstep: Class 26 contains 5307 members 
Mstep: Class 27 contains 59262 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66798 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942816.000000 Penalty: 103175.226562
Iteration 231Q: 31 clusters Score -1.429428e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153028 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201372 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146514 members 
Mstep: Class 11 contains 47325 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 14 contains 49990 members 
Mstep: Class 15 contains 53659 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16293 members 
Mstep: Class 20 contains 27056 members 
Mstep: Class 21 contains 39601 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5569 members 
Mstep: Class 24 contains 2764 members 
Mstep: Class 25 contains 8064 members 
Mstep: Class 26 contains 5307 members 
Mstep: Class 27 contains 59262 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66798 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942784.000000 Penalty: 103175.226562
Iteration 232Q: 31 clusters Score -1.429428e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 153028 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 201372 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 146514 members 
Mstep: Class 11 contains 47325 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 14 contains 49990 members 
Mstep: Class 15 contains 53659 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 35767 members 
Mstep: Class 19 contains 16293 members 
Mstep: Class 20 contains 27056 members 
Mstep: Class 21 contains 39601 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5569 members 
Mstep: Class 24 contains 2764 members 
Mstep: Class 25 contains 8064 members 
Mstep: Class 26 contains 5307 members 
Mstep: Class 27 contains 59262 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 66798 members 
Mstep: Class 30 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942784.000000 Penalty: 103175.226562
Iteration 233F: 31 clusters Score -1.429428e+08 nChanged 0
Entering ConstructFrom: 
Score: -142942784.000000 Penalty: 103175.226562
Entering ConstructFrom: 
Trying to split cluster 1 (42994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Entering Unmasked Estep 
Score: -5812580.000000 Penalty: 2645.866211
	Iteration 0F: 2 clusters Score -5812580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -5783505.000000 Penalty: 5291.732422
	Iteration 0F: 3 clusters Score -5783505 nChanged 19738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -5794308.500000 Penalty: 5291.732422
	Iteration 1F: 3 clusters Score -5794308 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -5795136.000000 Penalty: 5291.732422
	Iteration 2Q: 3 clusters Score -5795136 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -5796207.000000 Penalty: 5291.732422
	Iteration 3F: 3 clusters Score -5796207 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -5797744.500000 Penalty: 5291.732422
	Iteration 4F: 3 clusters Score -5797744 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -5799768.000000 Penalty: 5291.732422
	Iteration 5F: 3 clusters Score -5799768 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -5802172.500000 Penalty: 5291.732422
	Iteration 6F: 3 clusters Score -5802172 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -5804704.000000 Penalty: 5291.732422
	Iteration 7F: 3 clusters Score -5804704 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -5806925.500000 Penalty: 5291.732422
	Iteration 8F: 3 clusters Score -5806926 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -5808558.500000 Penalty: 5291.732422
	Iteration 9Q: 3 clusters Score -5808558 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -5809520.500000 Penalty: 5291.732422
	Iteration 10Q: 3 clusters Score -5809520 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -5810072.000000 Penalty: 5291.732422
	Iteration 11Q: 3 clusters Score -5810072 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -5810352.000000 Penalty: 5291.732422
	Iteration 12Q: 3 clusters Score -5810352 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -5810486.000000 Penalty: 5291.732422
	Iteration 13Q: 3 clusters Score -5810486 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -5810533.000000 Penalty: 5291.732422
	Iteration 14Q: 3 clusters Score -5810533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -5810566.500000 Penalty: 5291.732422
	Iteration 15Q: 3 clusters Score -5810566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -5810587.000000 Penalty: 5291.732422
	Iteration 16Q: 3 clusters Score -5810587 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -5810612.500000 Penalty: 5291.732422
	Iteration 17Q: 3 clusters Score -5810612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -5810624.000000 Penalty: 5291.732422
	Iteration 18Q: 3 clusters Score -5810624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -5810639.500000 Penalty: 5291.732422
	Iteration 19Q: 3 clusters Score -5810640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -5810656.000000 Penalty: 5291.732422
	Iteration 20F: 3 clusters Score -5810656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -5810659.000000 Penalty: 5291.732422
	Iteration 21Q: 3 clusters Score -5810659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -5810661.000000 Penalty: 5291.732422
	Iteration 22Q: 3 clusters Score -5810661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -5810668.500000 Penalty: 5291.732422
	Iteration 23Q: 3 clusters Score -5810668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -5810665.000000 Penalty: 5291.732422
	Iteration 24Q: 3 clusters Score -5810665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -5810670.000000 Penalty: 5291.732422
	Iteration 25Q: 3 clusters Score -5810670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -5810666.500000 Penalty: 5291.732422
	Iteration 26Q: 3 clusters Score -5810666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -5810675.000000 Penalty: 5291.732422
	Iteration 27Q: 3 clusters Score -5810675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -5810675.500000 Penalty: 5291.732422
	Iteration 28Q: 3 clusters Score -5810676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -5810676.500000 Penalty: 5291.732422
	Iteration 29Q: 3 clusters Score -5810676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -5810676.500000 Penalty: 5291.732422
	Iteration 30F: 3 clusters Score -5810676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -101949.078125 Penalty: 1649.269165
	Iteration 0F: 2 clusters Score -101949.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -100192.726562 Penalty: 3298.538330
	Iteration 0F: 3 clusters Score -100192.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -100439.648438 Penalty: 3298.538330
	Iteration 1F: 3 clusters Score -100439.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -100583.445312 Penalty: 3298.538330
	Iteration 2F: 3 clusters Score -100583.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -100664.843750 Penalty: 3298.538330
	Iteration 3F: 3 clusters Score -100664.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -100723.882812 Penalty: 3298.538330
	Iteration 4Q: 3 clusters Score -100723.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -100752.742188 Penalty: 3298.538330
	Iteration 5Q: 3 clusters Score -100752.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -100811.328125 Penalty: 3298.538330
	Iteration 6Q: 3 clusters Score -100811.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -100890.070312 Penalty: 3298.538330
	Iteration 7Q: 3 clusters Score -100890.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -100978.781250 Penalty: 3298.538330
	Iteration 8Q: 3 clusters Score -100978.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -101093.914062 Penalty: 3298.538330
	Iteration 9Q: 3 clusters Score -101093.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -101205.750000 Penalty: 3298.538330
	Iteration 10Q: 3 clusters Score -101205.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -101283.859375 Penalty: 3298.538330
	Iteration 11Q: 3 clusters Score -101283.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -101360.265625 Penalty: 3298.538330
	Iteration 12Q: 3 clusters Score -101360.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -101412.882812 Penalty: 3298.538330
	Iteration 13Q: 3 clusters Score -101412.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -101443.820312 Penalty: 3298.538330
	Iteration 14Q: 3 clusters Score -101443.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -101461.156250 Penalty: 3298.538330
	Iteration 15Q: 3 clusters Score -101461.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -101477.210938 Penalty: 3298.538330
	Iteration 16Q: 3 clusters Score -101477.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -101490.007812 Penalty: 3298.538330
	Iteration 17Q: 3 clusters Score -101490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -101508.039062 Penalty: 3298.538330
	Iteration 18Q: 3 clusters Score -101508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -101522.859375 Penalty: 3298.538330
	Iteration 19Q: 3 clusters Score -101522.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -101534.265625 Penalty: 3298.538330
	Iteration 20F: 3 clusters Score -101534.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -101540.851562 Penalty: 3298.538330
	Iteration 21Q: 3 clusters Score -101540.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -101546.960938 Penalty: 3298.538330
	Iteration 22Q: 3 clusters Score -101547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -101552.210938 Penalty: 3298.538330
	Iteration 23Q: 3 clusters Score -101552.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -101552.210938 Penalty: 3298.538330
	Iteration 24F: 3 clusters Score -101552.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (153028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153028 members 
Entering Unmasked Estep 
Score: -21306566.000000 Penalty: 2960.717285
	Iteration 0F: 2 clusters Score -2.130657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76659 members 
Mstep: Class 2 contains 76369 members 
Entering Unmasked Estep 
Score: -21210516.000000 Penalty: 5921.434570
	Iteration 0F: 3 clusters Score -2.121052e+07 nChanged 73516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80389 members 
Mstep: Class 2 contains 72639 members 
Entering Unmasked Estep 
Score: -21253066.000000 Penalty: 5921.434570
	Iteration 1F: 3 clusters Score -2.125307e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82572 members 
Mstep: Class 2 contains 70456 members 
Entering Unmasked Estep 
Score: -21254162.000000 Penalty: 5921.434570
	Iteration 2Q: 3 clusters Score -2.125416e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85925 members 
Mstep: Class 2 contains 67103 members 
Entering Unmasked Estep 
Score: -21255852.000000 Penalty: 5921.434570
	Iteration 3Q: 3 clusters Score -2.125585e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91046 members 
Mstep: Class 2 contains 61982 members 
Entering Unmasked Estep 
Score: -21258640.000000 Penalty: 5921.434570
	Iteration 4Q: 3 clusters Score -2.125864e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98446 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -21263378.000000 Penalty: 5921.434570
	Iteration 5F: 3 clusters Score -2.126338e+07 nChanged 10523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108443 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -21270662.000000 Penalty: 5921.434570
	Iteration 6F: 3 clusters Score -2.127066e+07 nChanged 12090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120321 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -21280180.000000 Penalty: 5921.434570
	Iteration 7F: 3 clusters Score -2.128018e+07 nChanged 12119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132380 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -21288764.000000 Penalty: 5921.434570
	Iteration 8F: 3 clusters Score -2.128876e+07 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142206 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -21295758.000000 Penalty: 5921.434570
	Iteration 9F: 3 clusters Score -2.129576e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148111 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -21300190.000000 Penalty: 5921.434570
	Iteration 10Q: 3 clusters Score -2.130019e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150887 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -21302332.000000 Penalty: 5921.434570
	Iteration 11Q: 3 clusters Score -2.130233e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152004 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -21303174.000000 Penalty: 5921.434570
	Iteration 12Q: 3 clusters Score -2.130317e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152380 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -21303534.000000 Penalty: 5921.434570
	Iteration 13Q: 3 clusters Score -2.130353e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152515 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -21303738.000000 Penalty: 5921.434570
	Iteration 14Q: 3 clusters Score -2.130374e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152577 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -21303792.000000 Penalty: 5921.434570
	Iteration 15Q: 3 clusters Score -2.130379e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152610 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -21303906.000000 Penalty: 5921.434570
	Iteration 16Q: 3 clusters Score -2.130391e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152630 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -21303928.000000 Penalty: 5921.434570
	Iteration 17Q: 3 clusters Score -2.130393e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152649 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -21303948.000000 Penalty: 5921.434570
	Iteration 18Q: 3 clusters Score -2.130395e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152655 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -21303980.000000 Penalty: 5921.434570
	Iteration 19Q: 3 clusters Score -2.130398e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152660 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -21303982.000000 Penalty: 5921.434570
	Iteration 20F: 3 clusters Score -2.130398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152661 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -21303996.000000 Penalty: 5921.434570
	Iteration 21Q: 3 clusters Score -2.1304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152662 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -21304000.000000 Penalty: 5921.434570
	Iteration 22Q: 3 clusters Score -2.1304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152662 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -21304010.000000 Penalty: 5921.434570
	Iteration 23Q: 3 clusters Score -2.130401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152663 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -21304020.000000 Penalty: 5921.434570
	Iteration 24Q: 3 clusters Score -2.130402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152667 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -21304016.000000 Penalty: 5921.434570
	Iteration 25Q: 3 clusters Score -2.130402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152667 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -21304008.000000 Penalty: 5921.434570
	Iteration 26Q: 3 clusters Score -2.130401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152669 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -21304014.000000 Penalty: 5921.434570
	Iteration 27Q: 3 clusters Score -2.130401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152668 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -21304020.000000 Penalty: 5921.434570
	Iteration 28Q: 3 clusters Score -2.130402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152671 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -21304032.000000 Penalty: 5921.434570
	Iteration 29Q: 3 clusters Score -2.130403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152674 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -21304048.000000 Penalty: 5921.434570
	Iteration 30Q: 3 clusters Score -2.130405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152678 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -21304050.000000 Penalty: 5921.434570
	Iteration 31Q: 3 clusters Score -2.130405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152680 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -21304040.000000 Penalty: 5921.434570
	Iteration 32Q: 3 clusters Score -2.130404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152678 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -21304046.000000 Penalty: 5921.434570
	Iteration 33Q: 3 clusters Score -2.130405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152677 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -21304048.000000 Penalty: 5921.434570
	Iteration 34Q: 3 clusters Score -2.130405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152678 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -21304054.000000 Penalty: 5921.434570
	Iteration 35Q: 3 clusters Score -2.130405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152678 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -21304052.000000 Penalty: 5921.434570
	Iteration 36Q: 3 clusters Score -2.130405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152679 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -21304050.000000 Penalty: 5921.434570
	Iteration 37Q: 3 clusters Score -2.130405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152679 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -21304060.000000 Penalty: 5921.434570
	Iteration 38Q: 3 clusters Score -2.130406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152680 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -21304062.000000 Penalty: 5921.434570
	Iteration 39Q: 3 clusters Score -2.130406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152682 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -21304052.000000 Penalty: 5921.434570
	Iteration 40F: 3 clusters Score -2.130405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152683 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -21304048.000000 Penalty: 5921.434570
	Iteration 41Q: 3 clusters Score -2.130405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152683 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -21304048.000000 Penalty: 5921.434570
	Iteration 42F: 3 clusters Score -2.130405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -636300.812500 Penalty: 2093.090332
	Iteration 0F: 2 clusters Score -636300.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -632039.250000 Penalty: 4186.180664
	Iteration 0F: 3 clusters Score -632039.2 nChanged 1725
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: -633032.437500 Penalty: 4186.180664
	Iteration 1F: 3 clusters Score -633032.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -633229.562500 Penalty: 4186.180664
	Iteration 2F: 3 clusters Score -633229.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -633329.437500 Penalty: 4186.180664
	Iteration 3Q: 3 clusters Score -633329.4 nChanged 148
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: -633406.687500 Penalty: 4186.180664
	Iteration 4Q: 3 clusters Score -633406.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -633469.500000 Penalty: 4186.180664
	Iteration 5Q: 3 clusters Score -633469.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -633522.687500 Penalty: 4186.180664
	Iteration 6Q: 3 clusters Score -633522.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -633576.375000 Penalty: 4186.180664
	Iteration 7Q: 3 clusters Score -633576.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -633637.625000 Penalty: 4186.180664
	Iteration 8Q: 3 clusters Score -633637.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -633690.062500 Penalty: 4186.180664
	Iteration 9Q: 3 clusters Score -633690.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -633726.125000 Penalty: 4186.180664
	Iteration 10Q: 3 clusters Score -633726.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -633757.000000 Penalty: 4186.180664
	Iteration 11Q: 3 clusters Score -633757 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -633781.750000 Penalty: 4186.180664
	Iteration 12Q: 3 clusters Score -633781.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -633807.250000 Penalty: 4186.180664
	Iteration 13Q: 3 clusters Score -633807.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -633832.125000 Penalty: 4186.180664
	Iteration 14Q: 3 clusters Score -633832.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -633855.687500 Penalty: 4186.180664
	Iteration 15Q: 3 clusters Score -633855.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -633897.500000 Penalty: 4186.180664
	Iteration 16Q: 3 clusters Score -633897.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -633953.562500 Penalty: 4186.180664
	Iteration 17Q: 3 clusters Score -633953.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -634008.187500 Penalty: 4186.180664
	Iteration 18Q: 3 clusters Score -634008.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -634067.562500 Penalty: 4186.180664
	Iteration 19Q: 3 clusters Score -634067.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -634136.000000 Penalty: 4186.180664
	Iteration 20F: 3 clusters Score -634136 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -634212.875000 Penalty: 4186.180664
	Iteration 21Q: 3 clusters Score -634212.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -634271.750000 Penalty: 4186.180664
	Iteration 22Q: 3 clusters Score -634271.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -634327.437500 Penalty: 4186.180664
	Iteration 23Q: 3 clusters Score -634327.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -634392.500000 Penalty: 4186.180664
	Iteration 24Q: 3 clusters Score -634392.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -634458.562500 Penalty: 4186.180664
	Iteration 25Q: 3 clusters Score -634458.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -634527.500000 Penalty: 4186.180664
	Iteration 26Q: 3 clusters Score -634527.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -634582.875000 Penalty: 4186.180664
	Iteration 27Q: 3 clusters Score -634582.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -634634.000000 Penalty: 4186.180664
	Iteration 28Q: 3 clusters Score -634634 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -634668.062500 Penalty: 4186.180664
	Iteration 29Q: 3 clusters Score -634668.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -634688.062500 Penalty: 4186.180664
	Iteration 30Q: 3 clusters Score -634688.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -634705.250000 Penalty: 4186.180664
	Iteration 31Q: 3 clusters Score -634705.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -634722.375000 Penalty: 4186.180664
	Iteration 32Q: 3 clusters Score -634722.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -634739.750000 Penalty: 4186.180664
	Iteration 33Q: 3 clusters Score -634739.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -634757.937500 Penalty: 4186.180664
	Iteration 34Q: 3 clusters Score -634757.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -634774.562500 Penalty: 4186.180664
	Iteration 35Q: 3 clusters Score -634774.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -634795.750000 Penalty: 4186.180664
	Iteration 36Q: 3 clusters Score -634795.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -634810.375000 Penalty: 4186.180664
	Iteration 37Q: 3 clusters Score -634810.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -634820.187500 Penalty: 4186.180664
	Iteration 38Q: 3 clusters Score -634820.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -634829.062500 Penalty: 4186.180664
	Iteration 39Q: 3 clusters Score -634829.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -634832.000000 Penalty: 4186.180664
	Iteration 40F: 3 clusters Score -634832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -634840.437500 Penalty: 4186.180664
	Iteration 41Q: 3 clusters Score -634840.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -634845.375000 Penalty: 4186.180664
	Iteration 42Q: 3 clusters Score -634845.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -634850.312500 Penalty: 4186.180664
	Iteration 43Q: 3 clusters Score -634850.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -634852.437500 Penalty: 4186.180664
	Iteration 44Q: 3 clusters Score -634852.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -634851.812500 Penalty: 4186.180664
	Iteration 45Q: 3 clusters Score -634851.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -634851.812500 Penalty: 4186.180664
	Iteration 46F: 3 clusters Score -634851.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Entering Unmasked Estep 
Score: -272757.968750 Penalty: 1894.750610
	Iteration 0F: 2 clusters Score -272758 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 1046 members 
Entering Unmasked Estep 
Score: -270117.093750 Penalty: 3789.501221
	Iteration 0F: 3 clusters Score -270117.1 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -270591.156250 Penalty: 3789.501221
	Iteration 1F: 3 clusters Score -270591.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -270737.937500 Penalty: 3789.501221
	Iteration 2F: 3 clusters Score -270737.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -270842.781250 Penalty: 3789.501221
	Iteration 3Q: 3 clusters Score -270842.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -270930.500000 Penalty: 3789.501221
	Iteration 4Q: 3 clusters Score -270930.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -270999.312500 Penalty: 3789.501221
	Iteration 5Q: 3 clusters Score -270999.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -271070.968750 Penalty: 3789.501221
	Iteration 6Q: 3 clusters Score -271071 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -271127.250000 Penalty: 3789.501221
	Iteration 7Q: 3 clusters Score -271127.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -271177.281250 Penalty: 3789.501221
	Iteration 8Q: 3 clusters Score -271177.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -271234.375000 Penalty: 3789.501221
	Iteration 9Q: 3 clusters Score -271234.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -271263.343750 Penalty: 3789.501221
	Iteration 10Q: 3 clusters Score -271263.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -271287.250000 Penalty: 3789.501221
	Iteration 11Q: 3 clusters Score -271287.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -271316.125000 Penalty: 3789.501221
	Iteration 12Q: 3 clusters Score -271316.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -271337.125000 Penalty: 3789.501221
	Iteration 13Q: 3 clusters Score -271337.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -271353.187500 Penalty: 3789.501221
	Iteration 14Q: 3 clusters Score -271353.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -271364.656250 Penalty: 3789.501221
	Iteration 15Q: 3 clusters Score -271364.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -271373.406250 Penalty: 3789.501221
	Iteration 16Q: 3 clusters Score -271373.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -271381.875000 Penalty: 3789.501221
	Iteration 17Q: 3 clusters Score -271381.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -271388.250000 Penalty: 3789.501221
	Iteration 18Q: 3 clusters Score -271388.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -271396.187500 Penalty: 3789.501221
	Iteration 19Q: 3 clusters Score -271396.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -271400.125000 Penalty: 3789.501221
	Iteration 20F: 3 clusters Score -271400.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -271403.750000 Penalty: 3789.501221
	Iteration 21Q: 3 clusters Score -271403.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -271407.593750 Penalty: 3789.501221
	Iteration 22Q: 3 clusters Score -271407.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -271410.750000 Penalty: 3789.501221
	Iteration 23Q: 3 clusters Score -271410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -271412.156250 Penalty: 3789.501221
	Iteration 24Q: 3 clusters Score -271412.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -271414.343750 Penalty: 3789.501221
	Iteration 25Q: 3 clusters Score -271414.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -271415.781250 Penalty: 3789.501221
	Iteration 26Q: 3 clusters Score -271415.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -271417.187500 Penalty: 3789.501221
	Iteration 27Q: 3 clusters Score -271417.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -271419.250000 Penalty: 3789.501221
	Iteration 28Q: 3 clusters Score -271419.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -271419.250000 Penalty: 3789.501221
	Iteration 29F: 3 clusters Score -271419.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -174212.187500 Penalty: 1777.234009
	Iteration 0F: 2 clusters Score -174212.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -172024.390625 Penalty: 3554.468018
	Iteration 0F: 3 clusters Score -172024.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -172398.390625 Penalty: 3554.468018
	Iteration 1F: 3 clusters Score -172398.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -172546.859375 Penalty: 3554.468018
	Iteration 2F: 3 clusters Score -172546.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -172692.046875 Penalty: 3554.468018
	Iteration 3F: 3 clusters Score -172692 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -172852.781250 Penalty: 3554.468018
	Iteration 4Q: 3 clusters Score -172852.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -173006.156250 Penalty: 3554.468018
	Iteration 5Q: 3 clusters Score -173006.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -173128.531250 Penalty: 3554.468018
	Iteration 6Q: 3 clusters Score -173128.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -173201.140625 Penalty: 3554.468018
	Iteration 7Q: 3 clusters Score -173201.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -173269.656250 Penalty: 3554.468018
	Iteration 8Q: 3 clusters Score -173269.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -173318.625000 Penalty: 3554.468018
	Iteration 9Q: 3 clusters Score -173318.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -173350.359375 Penalty: 3554.468018
	Iteration 10Q: 3 clusters Score -173350.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -173371.265625 Penalty: 3554.468018
	Iteration 11Q: 3 clusters Score -173371.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -173391.109375 Penalty: 3554.468018
	Iteration 12Q: 3 clusters Score -173391.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -173407.484375 Penalty: 3554.468018
	Iteration 13Q: 3 clusters Score -173407.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -173420.109375 Penalty: 3554.468018
	Iteration 14Q: 3 clusters Score -173420.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -173428.468750 Penalty: 3554.468018
	Iteration 15Q: 3 clusters Score -173428.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -173437.546875 Penalty: 3554.468018
	Iteration 16Q: 3 clusters Score -173437.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -173440.718750 Penalty: 3554.468018
	Iteration 17Q: 3 clusters Score -173440.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -173442.171875 Penalty: 3554.468018
	Iteration 18Q: 3 clusters Score -173442.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -173447.859375 Penalty: 3554.468018
	Iteration 19Q: 3 clusters Score -173447.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -173455.375000 Penalty: 3554.468018
	Iteration 20F: 3 clusters Score -173455.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -173461.593750 Penalty: 3554.468018
	Iteration 21Q: 3 clusters Score -173461.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -173466.171875 Penalty: 3554.468018
	Iteration 22Q: 3 clusters Score -173466.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -173470.625000 Penalty: 3554.468018
	Iteration 23Q: 3 clusters Score -173470.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -173475.703125 Penalty: 3554.468018
	Iteration 24Q: 3 clusters Score -173475.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -173479.593750 Penalty: 3554.468018
	Iteration 25Q: 3 clusters Score -173479.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -173488.750000 Penalty: 3554.468018
	Iteration 26Q: 3 clusters Score -173488.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -173494.265625 Penalty: 3554.468018
	Iteration 27Q: 3 clusters Score -173494.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -173495.375000 Penalty: 3554.468018
	Iteration 28Q: 3 clusters Score -173495.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -173495.953125 Penalty: 3554.468018
	Iteration 29Q: 3 clusters Score -173496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -173497.578125 Penalty: 3554.468018
	Iteration 30Q: 3 clusters Score -173497.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -173498.500000 Penalty: 3554.468018
	Iteration 31Q: 3 clusters Score -173498.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -173500.937500 Penalty: 3554.468018
	Iteration 32Q: 3 clusters Score -173500.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -173503.796875 Penalty: 3554.468018
	Iteration 33Q: 3 clusters Score -173503.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -173509.015625 Penalty: 3554.468018
	Iteration 34Q: 3 clusters Score -173509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -173512.921875 Penalty: 3554.468018
	Iteration 35Q: 3 clusters Score -173512.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -173518.671875 Penalty: 3554.468018
	Iteration 36Q: 3 clusters Score -173518.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -173521.984375 Penalty: 3554.468018
	Iteration 37Q: 3 clusters Score -173522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -173526.734375 Penalty: 3554.468018
	Iteration 38Q: 3 clusters Score -173526.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -173530.031250 Penalty: 3554.468018
	Iteration 39Q: 3 clusters Score -173530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -173532.093750 Penalty: 3554.468018
	Iteration 40F: 3 clusters Score -173532.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -173533.671875 Penalty: 3554.468018
	Iteration 41Q: 3 clusters Score -173533.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -173534.406250 Penalty: 3554.468018
	Iteration 42Q: 3 clusters Score -173534.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -173535.000000 Penalty: 3554.468018
	Iteration 43Q: 3 clusters Score -173535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -173542.187500 Penalty: 3554.468018
	Iteration 44Q: 3 clusters Score -173542.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -173546.359375 Penalty: 3554.468018
	Iteration 45Q: 3 clusters Score -173546.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -173549.843750 Penalty: 3554.468018
	Iteration 46Q: 3 clusters Score -173549.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -173552.640625 Penalty: 3554.468018
	Iteration 47Q: 3 clusters Score -173552.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -173553.609375 Penalty: 3554.468018
	Iteration 48Q: 3 clusters Score -173553.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -173554.484375 Penalty: 3554.468018
	Iteration 49Q: 3 clusters Score -173554.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -173555.640625 Penalty: 3554.468018
	Iteration 50Q: 3 clusters Score -173555.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -173555.640625 Penalty: 3554.468018
	Iteration 51F: 3 clusters Score -173555.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (201372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201372 members 
Entering Unmasked Estep 
Score: -27954822.000000 Penalty: 3028.801514
	Iteration 0F: 2 clusters Score -2.795482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100499 members 
Mstep: Class 2 contains 100873 members 
Entering Unmasked Estep 
Score: -27829704.000000 Penalty: 6057.603027
	Iteration 0F: 3 clusters Score -2.78297e+07 nChanged 96868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96843 members 
Mstep: Class 2 contains 104529 members 
Entering Unmasked Estep 
Score: -27886698.000000 Penalty: 6057.603027
	Iteration 1F: 3 clusters Score -2.78867e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94320 members 
Mstep: Class 2 contains 107052 members 
Entering Unmasked Estep 
Score: -27887612.000000 Penalty: 6057.603027
	Iteration 2Q: 3 clusters Score -2.788761e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90472 members 
Mstep: Class 2 contains 110900 members 
Entering Unmasked Estep 
Score: -27889232.000000 Penalty: 6057.603027
	Iteration 3Q: 3 clusters Score -2.788923e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84694 members 
Mstep: Class 2 contains 116678 members 
Entering Unmasked Estep 
Score: -27891544.000000 Penalty: 6057.603027
	Iteration 4Q: 3 clusters Score -2.789154e+07 nChanged 9214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76160 members 
Mstep: Class 2 contains 125212 members 
Entering Unmasked Estep 
Score: -27895206.000000 Penalty: 6057.603027
	Iteration 5Q: 3 clusters Score -2.789521e+07 nChanged 12065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64469 members 
Mstep: Class 2 contains 136903 members 
Entering Unmasked Estep 
Score: -27901682.000000 Penalty: 6057.603027
	Iteration 6F: 3 clusters Score -2.790168e+07 nChanged 15071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49612 members 
Mstep: Class 2 contains 151760 members 
Entering Unmasked Estep 
Score: -27911382.000000 Penalty: 6057.603027
	Iteration 7F: 3 clusters Score -2.791138e+07 nChanged 15799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 167455 members 
Entering Unmasked Estep 
Score: -27922936.000000 Penalty: 6057.603027
	Iteration 8F: 3 clusters Score -2.792294e+07 nChanged 13396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 180821 members 
Entering Unmasked Estep 
Score: -27934034.000000 Penalty: 6057.603027
	Iteration 9F: 3 clusters Score -2.793403e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 190181 members 
Entering Unmasked Estep 
Score: -27942354.000000 Penalty: 6057.603027
	Iteration 10Q: 3 clusters Score -2.794235e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 195692 members 
Entering Unmasked Estep 
Score: -27947494.000000 Penalty: 6057.603027
	Iteration 11Q: 3 clusters Score -2.794749e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 198448 members 
Entering Unmasked Estep 
Score: -27950124.000000 Penalty: 6057.603027
	Iteration 12Q: 3 clusters Score -2.795012e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 199715 members 
Entering Unmasked Estep 
Score: -27951206.000000 Penalty: 6057.603027
	Iteration 13Q: 3 clusters Score -2.795121e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 200245 members 
Entering Unmasked Estep 
Score: -27951638.000000 Penalty: 6057.603027
	Iteration 14Q: 3 clusters Score -2.795164e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 200478 members 
Entering Unmasked Estep 
Score: -27951848.000000 Penalty: 6057.603027
	Iteration 15Q: 3 clusters Score -2.795185e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 200595 members 
Entering Unmasked Estep 
Score: -27951952.000000 Penalty: 6057.603027
	Iteration 16Q: 3 clusters Score -2.795195e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 200678 members 
Entering Unmasked Estep 
Score: -27952054.000000 Penalty: 6057.603027
	Iteration 17Q: 3 clusters Score -2.795205e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 200722 members 
Entering Unmasked Estep 
Score: -27952082.000000 Penalty: 6057.603027
	Iteration 18Q: 3 clusters Score -2.795208e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 200748 members 
Entering Unmasked Estep 
Score: -27952126.000000 Penalty: 6057.603027
	Iteration 19Q: 3 clusters Score -2.795213e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 200765 members 
Entering Unmasked Estep 
Score: -27952154.000000 Penalty: 6057.603027
	Iteration 20F: 3 clusters Score -2.795215e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 200777 members 
Entering Unmasked Estep 
Score: -27952190.000000 Penalty: 6057.603027
	Iteration 21Q: 3 clusters Score -2.795219e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 200785 members 
Entering Unmasked Estep 
Score: -27952200.000000 Penalty: 6057.603027
	Iteration 22Q: 3 clusters Score -2.79522e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 200789 members 
Entering Unmasked Estep 
Score: -27952204.000000 Penalty: 6057.603027
	Iteration 23Q: 3 clusters Score -2.79522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 200800 members 
Entering Unmasked Estep 
Score: -27952186.000000 Penalty: 6057.603027
	Iteration 24Q: 3 clusters Score -2.795219e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 200807 members 
Entering Unmasked Estep 
Score: -27952208.000000 Penalty: 6057.603027
	Iteration 25Q: 3 clusters Score -2.795221e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 200817 members 
Entering Unmasked Estep 
Score: -27952192.000000 Penalty: 6057.603027
	Iteration 26Q: 3 clusters Score -2.795219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 200819 members 
Entering Unmasked Estep 
Score: -27952206.000000 Penalty: 6057.603027
	Iteration 27Q: 3 clusters Score -2.795221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 200822 members 
Entering Unmasked Estep 
Score: -27952208.000000 Penalty: 6057.603027
	Iteration 28Q: 3 clusters Score -2.795221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 200829 members 
Entering Unmasked Estep 
Score: -27952186.000000 Penalty: 6057.603027
	Iteration 29Q: 3 clusters Score -2.795219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 200835 members 
Entering Unmasked Estep 
Score: -27952188.000000 Penalty: 6057.603027
	Iteration 30Q: 3 clusters Score -2.795219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 200837 members 
Entering Unmasked Estep 
Score: -27952180.000000 Penalty: 6057.603027
	Iteration 31Q: 3 clusters Score -2.795218e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 200837 members 
Entering Unmasked Estep 
Score: -27952180.000000 Penalty: 6057.603027
	Iteration 32F: 3 clusters Score -2.795218e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -113738.007812 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -113738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -111914.984375 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -111915 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -112178.851562 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -112178.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -112296.734375 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -112296.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -112368.765625 Penalty: 3357.742432
	Iteration 3Q: 3 clusters Score -112368.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -112425.539062 Penalty: 3357.742432
	Iteration 4Q: 3 clusters Score -112425.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -112480.359375 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -112480.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -112518.109375 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -112518.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -112559.023438 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -112559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -112591.007812 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -112591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -112624.523438 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -112624.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -112657.062500 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -112657.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -112685.960938 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -112686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -112727.156250 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -112727.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -112793.085938 Penalty: 3357.742432
	Iteration 13Q: 3 clusters Score -112793.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -112854.601562 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -112854.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -112913.312500 Penalty: 3357.742432
	Iteration 15Q: 3 clusters Score -112913.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -112950.500000 Penalty: 3357.742432
	Iteration 16Q: 3 clusters Score -112950.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -112981.390625 Penalty: 3357.742432
	Iteration 17Q: 3 clusters Score -112981.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -113005.546875 Penalty: 3357.742432
	Iteration 18Q: 3 clusters Score -113005.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -113029.937500 Penalty: 3357.742432
	Iteration 19Q: 3 clusters Score -113029.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -113040.984375 Penalty: 3357.742432
	Iteration 20F: 3 clusters Score -113041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -113073.437500 Penalty: 3357.742432
	Iteration 21Q: 3 clusters Score -113073.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -113096.750000 Penalty: 3357.742432
	Iteration 22Q: 3 clusters Score -113096.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -113112.468750 Penalty: 3357.742432
	Iteration 23Q: 3 clusters Score -113112.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -113117.960938 Penalty: 3357.742432
	Iteration 24Q: 3 clusters Score -113118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -113121.195312 Penalty: 3357.742432
	Iteration 25Q: 3 clusters Score -113121.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -113124.734375 Penalty: 3357.742432
	Iteration 26Q: 3 clusters Score -113124.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -113126.695312 Penalty: 3357.742432
	Iteration 27Q: 3 clusters Score -113126.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -113127.562500 Penalty: 3357.742432
	Iteration 28Q: 3 clusters Score -113127.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -113132.375000 Penalty: 3357.742432
	Iteration 29Q: 3 clusters Score -113132.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -113136.234375 Penalty: 3357.742432
	Iteration 30Q: 3 clusters Score -113136.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -113137.156250 Penalty: 3357.742432
	Iteration 31Q: 3 clusters Score -113137.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -113137.156250 Penalty: 3357.742432
	Iteration 32F: 3 clusters Score -113137.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Entering Unmasked Estep 
Score: -1660703.875000 Penalty: 2337.211670
	Iteration 0F: 2 clusters Score -1660704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1651593.250000 Penalty: 4674.423340
	Iteration 0F: 3 clusters Score -1651593 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1654582.250000 Penalty: 4674.423340
	Iteration 1F: 3 clusters Score -1654582 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1655209.000000 Penalty: 4674.423340
	Iteration 2F: 3 clusters Score -1655209 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1655814.125000 Penalty: 4674.423340
	Iteration 3F: 3 clusters Score -1655814 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1656398.625000 Penalty: 4674.423340
	Iteration 4F: 3 clusters Score -1656399 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1656972.250000 Penalty: 4674.423340
	Iteration 5F: 3 clusters Score -1656972 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1657423.750000 Penalty: 4674.423340
	Iteration 6F: 3 clusters Score -1657424 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1657795.625000 Penalty: 4674.423340
	Iteration 7Q: 3 clusters Score -1657796 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1658130.875000 Penalty: 4674.423340
	Iteration 8Q: 3 clusters Score -1658131 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1658407.125000 Penalty: 4674.423340
	Iteration 9Q: 3 clusters Score -1658407 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1658678.500000 Penalty: 4674.423340
	Iteration 10Q: 3 clusters Score -1658678 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1658975.000000 Penalty: 4674.423340
	Iteration 11Q: 3 clusters Score -1658975 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1659301.000000 Penalty: 4674.423340
	Iteration 12Q: 3 clusters Score -1659301 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1659598.875000 Penalty: 4674.423340
	Iteration 13Q: 3 clusters Score -1659599 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1659809.500000 Penalty: 4674.423340
	Iteration 14Q: 3 clusters Score -1659810 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1659985.375000 Penalty: 4674.423340
	Iteration 15Q: 3 clusters Score -1659985 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1660116.875000 Penalty: 4674.423340
	Iteration 16Q: 3 clusters Score -1660117 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1660202.250000 Penalty: 4674.423340
	Iteration 17Q: 3 clusters Score -1660202 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1660241.375000 Penalty: 4674.423340
	Iteration 18Q: 3 clusters Score -1660241 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1660279.375000 Penalty: 4674.423340
	Iteration 19Q: 3 clusters Score -1660279 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1660317.500000 Penalty: 4674.423340
	Iteration 20F: 3 clusters Score -1660318 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1660340.875000 Penalty: 4674.423340
	Iteration 21Q: 3 clusters Score -1660341 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1660358.500000 Penalty: 4674.423340
	Iteration 22Q: 3 clusters Score -1660358 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1660371.750000 Penalty: 4674.423340
	Iteration 23Q: 3 clusters Score -1660372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1660374.625000 Penalty: 4674.423340
	Iteration 24Q: 3 clusters Score -1660375 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1660380.125000 Penalty: 4674.423340
	Iteration 25Q: 3 clusters Score -1660380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1660379.000000 Penalty: 4674.423340
	Iteration 26Q: 3 clusters Score -1660379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1660381.375000 Penalty: 4674.423340
	Iteration 27Q: 3 clusters Score -1660381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1660382.125000 Penalty: 4674.423340
	Iteration 28Q: 3 clusters Score -1660382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1660383.875000 Penalty: 4674.423340
	Iteration 29Q: 3 clusters Score -1660384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1660386.125000 Penalty: 4674.423340
	Iteration 30Q: 3 clusters Score -1660386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1660391.500000 Penalty: 4674.423340
	Iteration 31Q: 3 clusters Score -1660392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1660387.000000 Penalty: 4674.423340
	Iteration 32Q: 3 clusters Score -1660387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1660390.000000 Penalty: 4674.423340
	Iteration 33Q: 3 clusters Score -1660390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1660391.625000 Penalty: 4674.423340
	Iteration 34Q: 3 clusters Score -1660392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1660393.500000 Penalty: 4674.423340
	Iteration 35Q: 3 clusters Score -1660394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1660393.250000 Penalty: 4674.423340
	Iteration 36Q: 3 clusters Score -1660393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1660392.750000 Penalty: 4674.423340
	Iteration 37Q: 3 clusters Score -1660393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1660393.000000 Penalty: 4674.423340
	Iteration 38Q: 3 clusters Score -1660393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1660393.500000 Penalty: 4674.423340
	Iteration 39Q: 3 clusters Score -1660394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1660393.500000 Penalty: 4674.423340
	Iteration 40F: 3 clusters Score -1660394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (146514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146514 members 
Entering Unmasked Estep 
Score: -20279610.000000 Penalty: 2949.929443
	Iteration 0F: 2 clusters Score -2.027961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73098 members 
Mstep: Class 2 contains 73416 members 
Entering Unmasked Estep 
Score: -20184366.000000 Penalty: 5899.858887
	Iteration 0F: 3 clusters Score -2.018437e+07 nChanged 70010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71024 members 
Mstep: Class 2 contains 75490 members 
Entering Unmasked Estep 
Score: -20224484.000000 Penalty: 5899.858887
	Iteration 1F: 3 clusters Score -2.022448e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69570 members 
Mstep: Class 2 contains 76944 members 
Entering Unmasked Estep 
Score: -20225186.000000 Penalty: 5899.858887
	Iteration 2Q: 3 clusters Score -2.022519e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67088 members 
Mstep: Class 2 contains 79426 members 
Entering Unmasked Estep 
Score: -20226170.000000 Penalty: 5899.858887
	Iteration 3Q: 3 clusters Score -2.022617e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63267 members 
Mstep: Class 2 contains 83247 members 
Entering Unmasked Estep 
Score: -20227870.000000 Penalty: 5899.858887
	Iteration 4Q: 3 clusters Score -2.022787e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57523 members 
Mstep: Class 2 contains 88991 members 
Entering Unmasked Estep 
Score: -20230804.000000 Penalty: 5899.858887
	Iteration 5Q: 3 clusters Score -2.02308e+07 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 97297 members 
Entering Unmasked Estep 
Score: -20235714.000000 Penalty: 5899.858887
	Iteration 6F: 3 clusters Score -2.023571e+07 nChanged 11213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 108292 members 
Entering Unmasked Estep 
Score: -20244282.000000 Penalty: 5899.858887
	Iteration 7F: 3 clusters Score -2.024428e+07 nChanged 12742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 120886 members 
Entering Unmasked Estep 
Score: -20255526.000000 Penalty: 5899.858887
	Iteration 8F: 3 clusters Score -2.025553e+07 nChanged 11367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 132199 members 
Entering Unmasked Estep 
Score: -20265766.000000 Penalty: 5899.858887
	Iteration 9F: 3 clusters Score -2.026577e+07 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 139532 members 
Entering Unmasked Estep 
Score: -20272182.000000 Penalty: 5899.858887
	Iteration 10F: 3 clusters Score -2.027218e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 143190 members 
Entering Unmasked Estep 
Score: -20275110.000000 Penalty: 5899.858887
	Iteration 11Q: 3 clusters Score -2.027511e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 144734 members 
Entering Unmasked Estep 
Score: -20276220.000000 Penalty: 5899.858887
	Iteration 12Q: 3 clusters Score -2.027622e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 145375 members 
Entering Unmasked Estep 
Score: -20276702.000000 Penalty: 5899.858887
	Iteration 13Q: 3 clusters Score -2.02767e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 145644 members 
Entering Unmasked Estep 
Score: -20276942.000000 Penalty: 5899.858887
	Iteration 14Q: 3 clusters Score -2.027694e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 145763 members 
Entering Unmasked Estep 
Score: -20277036.000000 Penalty: 5899.858887
	Iteration 15Q: 3 clusters Score -2.027704e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 145814 members 
Entering Unmasked Estep 
Score: -20277088.000000 Penalty: 5899.858887
	Iteration 16Q: 3 clusters Score -2.027709e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 145862 members 
Entering Unmasked Estep 
Score: -20277120.000000 Penalty: 5899.858887
	Iteration 17Q: 3 clusters Score -2.027712e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 145905 members 
Entering Unmasked Estep 
Score: -20277170.000000 Penalty: 5899.858887
	Iteration 18Q: 3 clusters Score -2.027717e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 145917 members 
Entering Unmasked Estep 
Score: -20277192.000000 Penalty: 5899.858887
	Iteration 19Q: 3 clusters Score -2.027719e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 145936 members 
Entering Unmasked Estep 
Score: -20277206.000000 Penalty: 5899.858887
	Iteration 20F: 3 clusters Score -2.027721e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 145944 members 
Entering Unmasked Estep 
Score: -20277212.000000 Penalty: 5899.858887
	Iteration 21Q: 3 clusters Score -2.027721e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 145948 members 
Entering Unmasked Estep 
Score: -20277200.000000 Penalty: 5899.858887
	Iteration 22Q: 3 clusters Score -2.02772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 145958 members 
Entering Unmasked Estep 
Score: -20277226.000000 Penalty: 5899.858887
	Iteration 23Q: 3 clusters Score -2.027723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 145967 members 
Entering Unmasked Estep 
Score: -20277228.000000 Penalty: 5899.858887
	Iteration 24Q: 3 clusters Score -2.027723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 145974 members 
Entering Unmasked Estep 
Score: -20277232.000000 Penalty: 5899.858887
	Iteration 25Q: 3 clusters Score -2.027723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 145980 members 
Entering Unmasked Estep 
Score: -20277224.000000 Penalty: 5899.858887
	Iteration 26Q: 3 clusters Score -2.027722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 145986 members 
Entering Unmasked Estep 
Score: -20277228.000000 Penalty: 5899.858887
	Iteration 27Q: 3 clusters Score -2.027723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 145992 members 
Entering Unmasked Estep 
Score: -20277230.000000 Penalty: 5899.858887
	Iteration 28Q: 3 clusters Score -2.027723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 145992 members 
Entering Unmasked Estep 
Score: -20277224.000000 Penalty: 5899.858887
	Iteration 29Q: 3 clusters Score -2.027722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 145996 members 
Entering Unmasked Estep 
Score: -20277236.000000 Penalty: 5899.858887
	Iteration 30Q: 3 clusters Score -2.027724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 145997 members 
Entering Unmasked Estep 
Score: -20277240.000000 Penalty: 5899.858887
	Iteration 31Q: 3 clusters Score -2.027724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 145999 members 
Entering Unmasked Estep 
Score: -20277238.000000 Penalty: 5899.858887
	Iteration 32Q: 3 clusters Score -2.027724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 146001 members 
Entering Unmasked Estep 
Score: -20277232.000000 Penalty: 5899.858887
	Iteration 33Q: 3 clusters Score -2.027723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 146001 members 
Entering Unmasked Estep 
Score: -20277232.000000 Penalty: 5899.858887
	Iteration 34F: 3 clusters Score -2.027723e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Entering Unmasked Estep 
Score: -6508061.000000 Penalty: 2669.668945
	Iteration 0F: 2 clusters Score -6508061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -6476301.000000 Penalty: 5339.337891
	Iteration 0F: 3 clusters Score -6476301 nChanged 21751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -6488505.500000 Penalty: 5339.337891
	Iteration 1F: 3 clusters Score -6488506 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -6489395.500000 Penalty: 5339.337891
	Iteration 2Q: 3 clusters Score -6489396 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -6490650.000000 Penalty: 5339.337891
	Iteration 3F: 3 clusters Score -6490650 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -6492378.500000 Penalty: 5339.337891
	Iteration 4F: 3 clusters Score -6492378 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -6494444.000000 Penalty: 5339.337891
	Iteration 5F: 3 clusters Score -6494444 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -6496539.500000 Penalty: 5339.337891
	Iteration 6F: 3 clusters Score -6496540 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -6498393.000000 Penalty: 5339.337891
	Iteration 7F: 3 clusters Score -6498393 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -6499769.500000 Penalty: 5339.337891
	Iteration 8F: 3 clusters Score -6499770 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -6500922.500000 Penalty: 5339.337891
	Iteration 9Q: 3 clusters Score -6500922 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -6501855.000000 Penalty: 5339.337891
	Iteration 10Q: 3 clusters Score -6501855 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -6502733.000000 Penalty: 5339.337891
	Iteration 11Q: 3 clusters Score -6502733 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -6503483.500000 Penalty: 5339.337891
	Iteration 12Q: 3 clusters Score -6503484 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -6504214.500000 Penalty: 5339.337891
	Iteration 13Q: 3 clusters Score -6504214 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -6504853.000000 Penalty: 5339.337891
	Iteration 14Q: 3 clusters Score -6504853 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -6505359.000000 Penalty: 5339.337891
	Iteration 15Q: 3 clusters Score -6505359 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -6505717.500000 Penalty: 5339.337891
	Iteration 16Q: 3 clusters Score -6505718 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -6506024.000000 Penalty: 5339.337891
	Iteration 17Q: 3 clusters Score -6506024 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -6506278.000000 Penalty: 5339.337891
	Iteration 18Q: 3 clusters Score -6506278 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -6506533.500000 Penalty: 5339.337891
	Iteration 19Q: 3 clusters Score -6506534 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -6506722.500000 Penalty: 5339.337891
	Iteration 20F: 3 clusters Score -6506722 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -6506880.500000 Penalty: 5339.337891
	Iteration 21Q: 3 clusters Score -6506880 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -6506967.500000 Penalty: 5339.337891
	Iteration 22Q: 3 clusters Score -6506968 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -6507088.000000 Penalty: 5339.337891
	Iteration 23Q: 3 clusters Score -6507088 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -6507162.500000 Penalty: 5339.337891
	Iteration 24Q: 3 clusters Score -6507162 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -6507240.000000 Penalty: 5339.337891
	Iteration 25Q: 3 clusters Score -6507240 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -6507277.000000 Penalty: 5339.337891
	Iteration 26Q: 3 clusters Score -6507277 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -6507350.500000 Penalty: 5339.337891
	Iteration 27Q: 3 clusters Score -6507350 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -6507363.000000 Penalty: 5339.337891
	Iteration 28Q: 3 clusters Score -6507363 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -6507396.500000 Penalty: 5339.337891
	Iteration 29Q: 3 clusters Score -6507396 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -6507421.000000 Penalty: 5339.337891
	Iteration 30Q: 3 clusters Score -6507421 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -6507473.000000 Penalty: 5339.337891
	Iteration 31Q: 3 clusters Score -6507473 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -6507485.000000 Penalty: 5339.337891
	Iteration 32Q: 3 clusters Score -6507485 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -6507513.000000 Penalty: 5339.337891
	Iteration 33Q: 3 clusters Score -6507513 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -6507546.500000 Penalty: 5339.337891
	Iteration 34Q: 3 clusters Score -6507546 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -6507583.000000 Penalty: 5339.337891
	Iteration 35Q: 3 clusters Score -6507583 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -6507616.000000 Penalty: 5339.337891
	Iteration 36Q: 3 clusters Score -6507616 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -6507627.500000 Penalty: 5339.337891
	Iteration 37Q: 3 clusters Score -6507628 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -6507636.500000 Penalty: 5339.337891
	Iteration 38Q: 3 clusters Score -6507636 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -6507645.500000 Penalty: 5339.337891
	Iteration 39Q: 3 clusters Score -6507646 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -6507646.500000 Penalty: 5339.337891
	Iteration 40F: 3 clusters Score -6507646 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -6507652.500000 Penalty: 5339.337891
	Iteration 41Q: 3 clusters Score -6507652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -6507649.000000 Penalty: 5339.337891
	Iteration 42Q: 3 clusters Score -6507649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -6507655.500000 Penalty: 5339.337891
	Iteration 43Q: 3 clusters Score -6507656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -6507657.500000 Penalty: 5339.337891
	Iteration 44Q: 3 clusters Score -6507658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -6507651.000000 Penalty: 5339.337891
	Iteration 45Q: 3 clusters Score -6507651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -6507658.500000 Penalty: 5339.337891
	Iteration 46Q: 3 clusters Score -6507658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -6507658.000000 Penalty: 5339.337891
	Iteration 47Q: 3 clusters Score -6507658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -6507668.000000 Penalty: 5339.337891
	Iteration 48Q: 3 clusters Score -6507668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -6507664.000000 Penalty: 5339.337891
	Iteration 49Q: 3 clusters Score -6507664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -6507664.500000 Penalty: 5339.337891
	Iteration 50Q: 3 clusters Score -6507664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -6507677.000000 Penalty: 5339.337891
	Iteration 51Q: 3 clusters Score -6507677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -6507673.500000 Penalty: 5339.337891
	Iteration 52Q: 3 clusters Score -6507674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -6507688.000000 Penalty: 5339.337891
	Iteration 53Q: 3 clusters Score -6507688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -6507689.000000 Penalty: 5339.337891
	Iteration 54Q: 3 clusters Score -6507689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -6507688.000000 Penalty: 5339.337891
	Iteration 55Q: 3 clusters Score -6507688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -6507692.500000 Penalty: 5339.337891
	Iteration 56Q: 3 clusters Score -6507692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -6507703.500000 Penalty: 5339.337891
	Iteration 57Q: 3 clusters Score -6507704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -6507707.000000 Penalty: 5339.337891
	Iteration 58Q: 3 clusters Score -6507707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -6507706.000000 Penalty: 5339.337891
	Iteration 59Q: 3 clusters Score -6507706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -6507721.500000 Penalty: 5339.337891
	Iteration 60F: 3 clusters Score -6507722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -6507733.000000 Penalty: 5339.337891
	Iteration 61Q: 3 clusters Score -6507733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -6507722.000000 Penalty: 5339.337891
	Iteration 62Q: 3 clusters Score -6507722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -6507722.500000 Penalty: 5339.337891
	Iteration 63Q: 3 clusters Score -6507722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -6507718.000000 Penalty: 5339.337891
	Iteration 64Q: 3 clusters Score -6507718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -6507723.000000 Penalty: 5339.337891
	Iteration 65Q: 3 clusters Score -6507723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -6507721.000000 Penalty: 5339.337891
	Iteration 66Q: 3 clusters Score -6507721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -6507716.500000 Penalty: 5339.337891
	Iteration 67Q: 3 clusters Score -6507716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -6507709.500000 Penalty: 5339.337891
	Iteration 68Q: 3 clusters Score -6507710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -6507709.500000 Penalty: 5339.337891
	Iteration 69Q: 3 clusters Score -6507710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -6507713.500000 Penalty: 5339.337891
	Iteration 70Q: 3 clusters Score -6507714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -6507720.000000 Penalty: 5339.337891
	Iteration 71Q: 3 clusters Score -6507720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -6507726.500000 Penalty: 5339.337891
	Iteration 72Q: 3 clusters Score -6507726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -6507729.000000 Penalty: 5339.337891
	Iteration 73Q: 3 clusters Score -6507729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -6507731.500000 Penalty: 5339.337891
	Iteration 74Q: 3 clusters Score -6507732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -6507729.000000 Penalty: 5339.337891
	Iteration 75Q: 3 clusters Score -6507729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -6507728.000000 Penalty: 5339.337891
	Iteration 76Q: 3 clusters Score -6507728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -6507739.000000 Penalty: 5339.337891
	Iteration 77Q: 3 clusters Score -6507739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -6507732.000000 Penalty: 5339.337891
	Iteration 78Q: 3 clusters Score -6507732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -6507733.000000 Penalty: 5339.337891
	Iteration 79Q: 3 clusters Score -6507733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -6507732.500000 Penalty: 5339.337891
	Iteration 80F: 3 clusters Score -6507732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -6507734.000000 Penalty: 5339.337891
	Iteration 81Q: 3 clusters Score -6507734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -6507730.000000 Penalty: 5339.337891
	Iteration 82Q: 3 clusters Score -6507730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -6507730.000000 Penalty: 5339.337891
	Iteration 83F: 3 clusters Score -6507730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Entering Unmasked Estep 
Score: -697246.375000 Penalty: 2139.393311
	Iteration 0F: 2 clusters Score -697246.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -692437.000000 Penalty: 4278.786621
	Iteration 0F: 3 clusters Score -692437 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -694093.000000 Penalty: 4278.786621
	Iteration 1F: 3 clusters Score -694093 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -694774.312500 Penalty: 4278.786621
	Iteration 2F: 3 clusters Score -694774.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -695428.500000 Penalty: 4278.786621
	Iteration 3F: 3 clusters Score -695428.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -695988.750000 Penalty: 4278.786621
	Iteration 4F: 3 clusters Score -695988.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -696332.437500 Penalty: 4278.786621
	Iteration 5F: 3 clusters Score -696332.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -696532.937500 Penalty: 4278.786621
	Iteration 6Q: 3 clusters Score -696532.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -696641.000000 Penalty: 4278.786621
	Iteration 7Q: 3 clusters Score -696641 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -696707.437500 Penalty: 4278.786621
	Iteration 8Q: 3 clusters Score -696707.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -696744.375000 Penalty: 4278.786621
	Iteration 9Q: 3 clusters Score -696744.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -696767.375000 Penalty: 4278.786621
	Iteration 10Q: 3 clusters Score -696767.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -696783.000000 Penalty: 4278.786621
	Iteration 11Q: 3 clusters Score -696783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -696791.500000 Penalty: 4278.786621
	Iteration 12Q: 3 clusters Score -696791.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -696796.937500 Penalty: 4278.786621
	Iteration 13Q: 3 clusters Score -696796.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -696798.875000 Penalty: 4278.786621
	Iteration 14Q: 3 clusters Score -696798.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -696799.375000 Penalty: 4278.786621
	Iteration 15Q: 3 clusters Score -696799.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -696799.187500 Penalty: 4278.786621
	Iteration 16Q: 3 clusters Score -696799.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -696801.875000 Penalty: 4278.786621
	Iteration 17Q: 3 clusters Score -696801.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -696804.625000 Penalty: 4278.786621
	Iteration 18Q: 3 clusters Score -696804.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -696805.812500 Penalty: 4278.786621
	Iteration 19Q: 3 clusters Score -696805.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -696805.812500 Penalty: 4278.786621
	Iteration 20F: 3 clusters Score -696805.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Entering Unmasked Estep 
Score: -5009022.500000 Penalty: 2600.086914
	Iteration 0F: 2 clusters Score -5009022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -4984660.500000 Penalty: 5200.173828
	Iteration 0F: 3 clusters Score -4984660 nChanged 16287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -4993420.000000 Penalty: 5200.173828
	Iteration 1F: 3 clusters Score -4993420 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -4993834.000000 Penalty: 5200.173828
	Iteration 2Q: 3 clusters Score -4993834 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -4994196.000000 Penalty: 5200.173828
	Iteration 3Q: 3 clusters Score -4994196 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -4994535.000000 Penalty: 5200.173828
	Iteration 4Q: 3 clusters Score -4994535 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -4994838.500000 Penalty: 5200.173828
	Iteration 5Q: 3 clusters Score -4994838 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -4995096.500000 Penalty: 5200.173828
	Iteration 6Q: 3 clusters Score -4995096 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -4995432.000000 Penalty: 5200.173828
	Iteration 7Q: 3 clusters Score -4995432 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -4995747.000000 Penalty: 5200.173828
	Iteration 8Q: 3 clusters Score -4995747 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -4996234.500000 Penalty: 5200.173828
	Iteration 9Q: 3 clusters Score -4996234 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -4996910.500000 Penalty: 5200.173828
	Iteration 10Q: 3 clusters Score -4996910 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -4997886.000000 Penalty: 5200.173828
	Iteration 11Q: 3 clusters Score -4997886 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -4999109.000000 Penalty: 5200.173828
	Iteration 12F: 3 clusters Score -4999109 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -5000596.000000 Penalty: 5200.173828
	Iteration 13F: 3 clusters Score -5000596 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -5002094.500000 Penalty: 5200.173828
	Iteration 14F: 3 clusters Score -5002094 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -5003365.000000 Penalty: 5200.173828
	Iteration 15Q: 3 clusters Score -5003365 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -5004412.000000 Penalty: 5200.173828
	Iteration 16Q: 3 clusters Score -5004412 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -5005101.000000 Penalty: 5200.173828
	Iteration 17Q: 3 clusters Score -5005101 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -5005589.500000 Penalty: 5200.173828
	Iteration 18Q: 3 clusters Score -5005590 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -5005909.500000 Penalty: 5200.173828
	Iteration 19Q: 3 clusters Score -5005910 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -5006162.000000 Penalty: 5200.173828
	Iteration 20F: 3 clusters Score -5006162 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -5006327.500000 Penalty: 5200.173828
	Iteration 21Q: 3 clusters Score -5006328 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -5006458.500000 Penalty: 5200.173828
	Iteration 22Q: 3 clusters Score -5006458 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -5006578.500000 Penalty: 5200.173828
	Iteration 23Q: 3 clusters Score -5006578 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -5006651.500000 Penalty: 5200.173828
	Iteration 24Q: 3 clusters Score -5006652 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -5006719.500000 Penalty: 5200.173828
	Iteration 25Q: 3 clusters Score -5006720 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -5006776.500000 Penalty: 5200.173828
	Iteration 26Q: 3 clusters Score -5006776 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -5006794.000000 Penalty: 5200.173828
	Iteration 27Q: 3 clusters Score -5006794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -5006799.500000 Penalty: 5200.173828
	Iteration 28Q: 3 clusters Score -5006800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -5006803.500000 Penalty: 5200.173828
	Iteration 29Q: 3 clusters Score -5006804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -5006805.500000 Penalty: 5200.173828
	Iteration 30Q: 3 clusters Score -5006806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -5006819.500000 Penalty: 5200.173828
	Iteration 31Q: 3 clusters Score -5006820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -5006818.500000 Penalty: 5200.173828
	Iteration 32Q: 3 clusters Score -5006818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -5006823.000000 Penalty: 5200.173828
	Iteration 33Q: 3 clusters Score -5006823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -5006845.000000 Penalty: 5200.173828
	Iteration 34Q: 3 clusters Score -5006845 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -5006848.000000 Penalty: 5200.173828
	Iteration 35Q: 3 clusters Score -5006848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -5006848.000000 Penalty: 5200.173828
	Iteration 36Q: 3 clusters Score -5006848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -5006857.500000 Penalty: 5200.173828
	Iteration 37Q: 3 clusters Score -5006858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -5006858.000000 Penalty: 5200.173828
	Iteration 38Q: 3 clusters Score -5006858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -5006864.500000 Penalty: 5200.173828
	Iteration 39Q: 3 clusters Score -5006864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -5006861.500000 Penalty: 5200.173828
	Iteration 40F: 3 clusters Score -5006862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -5006865.500000 Penalty: 5200.173828
	Iteration 41Q: 3 clusters Score -5006866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -5006872.500000 Penalty: 5200.173828
	Iteration 42Q: 3 clusters Score -5006872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -5006872.000000 Penalty: 5200.173828
	Iteration 43Q: 3 clusters Score -5006872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -5006874.000000 Penalty: 5200.173828
	Iteration 44Q: 3 clusters Score -5006874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -5006871.500000 Penalty: 5200.173828
	Iteration 45Q: 3 clusters Score -5006872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -5006879.000000 Penalty: 5200.173828
	Iteration 46Q: 3 clusters Score -5006879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -5006877.500000 Penalty: 5200.173828
	Iteration 47Q: 3 clusters Score -5006878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -5006877.500000 Penalty: 5200.173828
	Iteration 48F: 3 clusters Score -5006878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Entering Unmasked Estep 
Score: -6971785.500000 Penalty: 2683.255371
	Iteration 0F: 2 clusters Score -6971786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -6937668.500000 Penalty: 5366.510742
	Iteration 0F: 3 clusters Score -6937668 nChanged 23374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -6950574.000000 Penalty: 5366.510742
	Iteration 1F: 3 clusters Score -6950574 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -6951234.000000 Penalty: 5366.510742
	Iteration 2Q: 3 clusters Score -6951234 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -6951847.000000 Penalty: 5366.510742
	Iteration 3Q: 3 clusters Score -6951847 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -6952461.500000 Penalty: 5366.510742
	Iteration 4Q: 3 clusters Score -6952462 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -6953168.500000 Penalty: 5366.510742
	Iteration 5Q: 3 clusters Score -6953168 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -6954117.000000 Penalty: 5366.510742
	Iteration 6Q: 3 clusters Score -6954117 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -6955300.500000 Penalty: 5366.510742
	Iteration 7Q: 3 clusters Score -6955300 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -6956800.000000 Penalty: 5366.510742
	Iteration 8F: 3 clusters Score -6956800 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -6958760.000000 Penalty: 5366.510742
	Iteration 9F: 3 clusters Score -6958760 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -6960979.000000 Penalty: 5366.510742
	Iteration 10F: 3 clusters Score -6960979 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -6962800.500000 Penalty: 5366.510742
	Iteration 11F: 3 clusters Score -6962800 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -6963688.000000 Penalty: 5366.510742
	Iteration 12Q: 3 clusters Score -6963688 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -6964147.500000 Penalty: 5366.510742
	Iteration 13Q: 3 clusters Score -6964148 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -6964376.500000 Penalty: 5366.510742
	Iteration 14Q: 3 clusters Score -6964376 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -6964642.500000 Penalty: 5366.510742
	Iteration 15Q: 3 clusters Score -6964642 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -6964798.500000 Penalty: 5366.510742
	Iteration 16Q: 3 clusters Score -6964798 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -6964972.000000 Penalty: 5366.510742
	Iteration 17Q: 3 clusters Score -6964972 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -6965101.500000 Penalty: 5366.510742
	Iteration 18Q: 3 clusters Score -6965102 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -6965271.000000 Penalty: 5366.510742
	Iteration 19Q: 3 clusters Score -6965271 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -6965441.000000 Penalty: 5366.510742
	Iteration 20F: 3 clusters Score -6965441 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -6965626.000000 Penalty: 5366.510742
	Iteration 21Q: 3 clusters Score -6965626 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -6965775.500000 Penalty: 5366.510742
	Iteration 22Q: 3 clusters Score -6965776 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -6965883.500000 Penalty: 5366.510742
	Iteration 23Q: 3 clusters Score -6965884 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -6966052.500000 Penalty: 5366.510742
	Iteration 24Q: 3 clusters Score -6966052 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -6966139.500000 Penalty: 5366.510742
	Iteration 25Q: 3 clusters Score -6966140 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -6966241.000000 Penalty: 5366.510742
	Iteration 26Q: 3 clusters Score -6966241 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -6966393.000000 Penalty: 5366.510742
	Iteration 27Q: 3 clusters Score -6966393 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -6966471.000000 Penalty: 5366.510742
	Iteration 28Q: 3 clusters Score -6966471 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -6966564.500000 Penalty: 5366.510742
	Iteration 29Q: 3 clusters Score -6966564 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -6966668.000000 Penalty: 5366.510742
	Iteration 30Q: 3 clusters Score -6966668 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -6966723.500000 Penalty: 5366.510742
	Iteration 31Q: 3 clusters Score -6966724 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -6966795.500000 Penalty: 5366.510742
	Iteration 32Q: 3 clusters Score -6966796 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -6966876.000000 Penalty: 5366.510742
	Iteration 33Q: 3 clusters Score -6966876 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -6966919.500000 Penalty: 5366.510742
	Iteration 34Q: 3 clusters Score -6966920 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -6966998.000000 Penalty: 5366.510742
	Iteration 35Q: 3 clusters Score -6966998 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -6967070.500000 Penalty: 5366.510742
	Iteration 36Q: 3 clusters Score -6967070 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -6967113.500000 Penalty: 5366.510742
	Iteration 37Q: 3 clusters Score -6967114 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -6967169.000000 Penalty: 5366.510742
	Iteration 38Q: 3 clusters Score -6967169 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -6967223.500000 Penalty: 5366.510742
	Iteration 39Q: 3 clusters Score -6967224 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -6967292.500000 Penalty: 5366.510742
	Iteration 40F: 3 clusters Score -6967292 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -6967365.500000 Penalty: 5366.510742
	Iteration 41Q: 3 clusters Score -6967366 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -6967408.500000 Penalty: 5366.510742
	Iteration 42Q: 3 clusters Score -6967408 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -6967459.000000 Penalty: 5366.510742
	Iteration 43Q: 3 clusters Score -6967459 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -6967525.000000 Penalty: 5366.510742
	Iteration 44Q: 3 clusters Score -6967525 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -6967583.000000 Penalty: 5366.510742
	Iteration 45Q: 3 clusters Score -6967583 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -6967661.500000 Penalty: 5366.510742
	Iteration 46Q: 3 clusters Score -6967662 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -6967734.500000 Penalty: 5366.510742
	Iteration 47Q: 3 clusters Score -6967734 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -6967796.500000 Penalty: 5366.510742
	Iteration 48Q: 3 clusters Score -6967796 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -6967853.000000 Penalty: 5366.510742
	Iteration 49Q: 3 clusters Score -6967853 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -6967941.000000 Penalty: 5366.510742
	Iteration 50Q: 3 clusters Score -6967941 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -6967981.500000 Penalty: 5366.510742
	Iteration 51Q: 3 clusters Score -6967982 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -6968036.500000 Penalty: 5366.510742
	Iteration 52Q: 3 clusters Score -6968036 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -6968113.000000 Penalty: 5366.510742
	Iteration 53Q: 3 clusters Score -6968113 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 5918 members 
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Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5186 members 
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Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 5023 members 
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Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45312 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 45490 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45863 members 
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Mstep: Class 1 contains 46028 members 
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Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 3782 members 
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Mstep: Class 1 contains 46377 members 
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Mstep: Class 1 contains 46522 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 3223 members 
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Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 2952 members 
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Mstep: Class 2 contains 2804 members 
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Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 47532 members 
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Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47669 members 
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	Iteration 86Q: 3 clusters Score -6969222 nChanged 69
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Mstep: Class 1 contains 47964 members 
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Mstep: Class 1 contains 48008 members 
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Mstep: Class 1 contains 48041 members 
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Mstep: Class 1 contains 48080 members 
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Mstep: Class 1 contains 48099 members 
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Mstep: Class 1 contains 48110 members 
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Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 1867 members 
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Mstep: Class 2 contains 1855 members 
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Mstep: Class 1 contains 48145 members 
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Mstep: Class 1 contains 48157 members 
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	Iteration 100F: 3 clusters Score -6969380 nChanged 14
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Mstep: Class 1 contains 48180 members 
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	Iteration 103Q: 3 clusters Score -6969392 nChanged 5
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	Iteration 108Q: 3 clusters Score -6969401 nChanged 5
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	Iteration 109Q: 3 clusters Score -6969403 nChanged 7
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	Iteration 113Q: 3 clusters Score -6969402 nChanged 5
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Mstep: Class 1 contains 48250 members 
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	Iteration 117Q: 3 clusters Score -6969405 nChanged 9
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	Iteration 119Q: 3 clusters Score -6969416 nChanged 5
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Mstep: Class 1 contains 48282 members 
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	Iteration 120F: 3 clusters Score -6969420 nChanged 4
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	Iteration 121Q: 3 clusters Score -6969414 nChanged 6
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	Iteration 122Q: 3 clusters Score -6969408 nChanged 6
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	Iteration 123Q: 3 clusters Score -6969412 nChanged 6
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	Iteration 128Q: 3 clusters Score -6969416 nChanged 5
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	Iteration 129Q: 3 clusters Score -6969412 nChanged 9
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	Iteration 130Q: 3 clusters Score -6969410 nChanged 8
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	Iteration 131Q: 3 clusters Score -6969404 nChanged 11
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	Iteration 132Q: 3 clusters Score -6969410 nChanged 9
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	Iteration 133Q: 3 clusters Score -6969409 nChanged 9
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	Iteration 134Q: 3 clusters Score -6969409 nChanged 6
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	Iteration 135Q: 3 clusters Score -6969410 nChanged 7
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	Iteration 136Q: 3 clusters Score -6969407 nChanged 10
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	Iteration 137Q: 3 clusters Score -6969416 nChanged 8
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	Iteration 138Q: 3 clusters Score -6969410 nChanged 5
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	Iteration 139Q: 3 clusters Score -6969410 nChanged 6
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	Iteration 140F: 3 clusters Score -6969398 nChanged 7
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	Iteration 141Q: 3 clusters Score -6969410 nChanged 9
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	Iteration 143Q: 3 clusters Score -6969416 nChanged 12
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	Iteration 144Q: 3 clusters Score -6969423 nChanged 4
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	Iteration 145Q: 3 clusters Score -6969420 nChanged 2
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	Iteration 146Q: 3 clusters Score -6969431 nChanged 3
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Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6969430.000000 Penalty: 5366.510742
	Iteration 147Q: 3 clusters Score -6969430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6969429.000000 Penalty: 5366.510742
	Iteration 148Q: 3 clusters Score -6969429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48475 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -6969433.000000 Penalty: 5366.510742
	Iteration 149Q: 3 clusters Score -6969433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6969422.500000 Penalty: 5366.510742
	Iteration 150Q: 3 clusters Score -6969422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6969428.000000 Penalty: 5366.510742
	Iteration 151Q: 3 clusters Score -6969428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6969428.500000 Penalty: 5366.510742
	Iteration 152Q: 3 clusters Score -6969428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48483 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -6969432.000000 Penalty: 5366.510742
	Iteration 153Q: 3 clusters Score -6969432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6969432.000000 Penalty: 5366.510742
	Iteration 154Q: 3 clusters Score -6969432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6969435.000000 Penalty: 5366.510742
	Iteration 155Q: 3 clusters Score -6969435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -6969432.500000 Penalty: 5366.510742
	Iteration 156Q: 3 clusters Score -6969432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6969425.500000 Penalty: 5366.510742
	Iteration 157Q: 3 clusters Score -6969426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6969420.500000 Penalty: 5366.510742
	Iteration 158Q: 3 clusters Score -6969420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6969424.000000 Penalty: 5366.510742
	Iteration 159Q: 3 clusters Score -6969424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -6969424.500000 Penalty: 5366.510742
	Iteration 160F: 3 clusters Score -6969424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6969426.500000 Penalty: 5366.510742
	Iteration 161Q: 3 clusters Score -6969426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6969431.500000 Penalty: 5366.510742
	Iteration 162Q: 3 clusters Score -6969432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6969429.500000 Penalty: 5366.510742
	Iteration 163Q: 3 clusters Score -6969430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6969428.500000 Penalty: 5366.510742
	Iteration 164Q: 3 clusters Score -6969428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6969433.500000 Penalty: 5366.510742
	Iteration 165Q: 3 clusters Score -6969434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -6969437.500000 Penalty: 5366.510742
	Iteration 166Q: 3 clusters Score -6969438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48518 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6969435.000000 Penalty: 5366.510742
	Iteration 167Q: 3 clusters Score -6969435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -6969431.000000 Penalty: 5366.510742
	Iteration 168Q: 3 clusters Score -6969431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6969433.000000 Penalty: 5366.510742
	Iteration 169Q: 3 clusters Score -6969433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6969433.000000 Penalty: 5366.510742
	Iteration 170F: 3 clusters Score -6969433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53659 members 
Entering Unmasked Estep 
Score: -7526905.500000 Penalty: 2700.820312
	Iteration 0F: 2 clusters Score -7526906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -7490761.500000 Penalty: 5401.640625
	Iteration 0F: 3 clusters Score -7490762 nChanged 24913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -7504676.500000 Penalty: 5401.640625
	Iteration 1F: 3 clusters Score -7504676 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -7505252.500000 Penalty: 5401.640625
	Iteration 2Q: 3 clusters Score -7505252 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -7505927.500000 Penalty: 5401.640625
	Iteration 3Q: 3 clusters Score -7505928 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -7506860.000000 Penalty: 5401.640625
	Iteration 4Q: 3 clusters Score -7506860 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -7508226.500000 Penalty: 5401.640625
	Iteration 5F: 3 clusters Score -7508226 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -7510289.500000 Penalty: 5401.640625
	Iteration 6F: 3 clusters Score -7510290 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -7513347.000000 Penalty: 5401.640625
	Iteration 7F: 3 clusters Score -7513347 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -7517126.500000 Penalty: 5401.640625
	Iteration 8F: 3 clusters Score -7517126 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -7520614.000000 Penalty: 5401.640625
	Iteration 9F: 3 clusters Score -7520614 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -7522883.000000 Penalty: 5401.640625
	Iteration 10Q: 3 clusters Score -7522883 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 52785 members 
Entering Unmasked Estep 
Score: -7523884.000000 Penalty: 5401.640625
	Iteration 11Q: 3 clusters Score -7523884 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 53173 members 
Entering Unmasked Estep 
Score: -7524305.500000 Penalty: 5401.640625
	Iteration 12Q: 3 clusters Score -7524306 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -7524484.500000 Penalty: 5401.640625
	Iteration 13Q: 3 clusters Score -7524484 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 53345 members 
Entering Unmasked Estep 
Score: -7524557.500000 Penalty: 5401.640625
	Iteration 14Q: 3 clusters Score -7524558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 53362 members 
Entering Unmasked Estep 
Score: -7524608.000000 Penalty: 5401.640625
	Iteration 15Q: 3 clusters Score -7524608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 53371 members 
Entering Unmasked Estep 
Score: -7524645.000000 Penalty: 5401.640625
	Iteration 16Q: 3 clusters Score -7524645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 53371 members 
Entering Unmasked Estep 
Score: -7524673.000000 Penalty: 5401.640625
	Iteration 17Q: 3 clusters Score -7524673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 53377 members 
Entering Unmasked Estep 
Score: -7524699.000000 Penalty: 5401.640625
	Iteration 18Q: 3 clusters Score -7524699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 53375 members 
Entering Unmasked Estep 
Score: -7524704.000000 Penalty: 5401.640625
	Iteration 19Q: 3 clusters Score -7524704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 53375 members 
Entering Unmasked Estep 
Score: -7524742.500000 Penalty: 5401.640625
	Iteration 20F: 3 clusters Score -7524742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 53372 members 
Entering Unmasked Estep 
Score: -7524762.500000 Penalty: 5401.640625
	Iteration 21Q: 3 clusters Score -7524762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -7524789.500000 Penalty: 5401.640625
	Iteration 22Q: 3 clusters Score -7524790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 53365 members 
Entering Unmasked Estep 
Score: -7524821.000000 Penalty: 5401.640625
	Iteration 23Q: 3 clusters Score -7524821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -7524843.000000 Penalty: 5401.640625
	Iteration 24Q: 3 clusters Score -7524843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -7524862.500000 Penalty: 5401.640625
	Iteration 25Q: 3 clusters Score -7524862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 53351 members 
Entering Unmasked Estep 
Score: -7524893.500000 Penalty: 5401.640625
	Iteration 26Q: 3 clusters Score -7524894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 53351 members 
Entering Unmasked Estep 
Score: -7524925.500000 Penalty: 5401.640625
	Iteration 27Q: 3 clusters Score -7524926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 53345 members 
Entering Unmasked Estep 
Score: -7524960.500000 Penalty: 5401.640625
	Iteration 28Q: 3 clusters Score -7524960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 53338 members 
Entering Unmasked Estep 
Score: -7524996.000000 Penalty: 5401.640625
	Iteration 29Q: 3 clusters Score -7524996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 53333 members 
Entering Unmasked Estep 
Score: -7525023.000000 Penalty: 5401.640625
	Iteration 30Q: 3 clusters Score -7525023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -7525041.500000 Penalty: 5401.640625
	Iteration 31Q: 3 clusters Score -7525042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 53326 members 
Entering Unmasked Estep 
Score: -7525059.500000 Penalty: 5401.640625
	Iteration 32Q: 3 clusters Score -7525060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 53326 members 
Entering Unmasked Estep 
Score: -7525063.500000 Penalty: 5401.640625
	Iteration 33Q: 3 clusters Score -7525064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 53326 members 
Entering Unmasked Estep 
Score: -7525065.500000 Penalty: 5401.640625
	Iteration 34Q: 3 clusters Score -7525066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -7525069.000000 Penalty: 5401.640625
	Iteration 35Q: 3 clusters Score -7525069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -7525069.500000 Penalty: 5401.640625
	Iteration 36Q: 3 clusters Score -7525070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -7525076.500000 Penalty: 5401.640625
	Iteration 37Q: 3 clusters Score -7525076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -7525087.000000 Penalty: 5401.640625
	Iteration 38Q: 3 clusters Score -7525087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -7525109.000000 Penalty: 5401.640625
	Iteration 39Q: 3 clusters Score -7525109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 53319 members 
Entering Unmasked Estep 
Score: -7525126.500000 Penalty: 5401.640625
	Iteration 40F: 3 clusters Score -7525126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 53316 members 
Entering Unmasked Estep 
Score: -7525163.500000 Penalty: 5401.640625
	Iteration 41Q: 3 clusters Score -7525164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 53304 members 
Entering Unmasked Estep 
Score: -7525188.000000 Penalty: 5401.640625
	Iteration 42Q: 3 clusters Score -7525188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -7525206.500000 Penalty: 5401.640625
	Iteration 43Q: 3 clusters Score -7525206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 53295 members 
Entering Unmasked Estep 
Score: -7525228.500000 Penalty: 5401.640625
	Iteration 44Q: 3 clusters Score -7525228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 53289 members 
Entering Unmasked Estep 
Score: -7525238.500000 Penalty: 5401.640625
	Iteration 45Q: 3 clusters Score -7525238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 53283 members 
Entering Unmasked Estep 
Score: -7525238.000000 Penalty: 5401.640625
	Iteration 46Q: 3 clusters Score -7525238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -7525255.500000 Penalty: 5401.640625
	Iteration 47Q: 3 clusters Score -7525256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -7525257.000000 Penalty: 5401.640625
	Iteration 48Q: 3 clusters Score -7525257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 53273 members 
Entering Unmasked Estep 
Score: -7525267.000000 Penalty: 5401.640625
	Iteration 49Q: 3 clusters Score -7525267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 53269 members 
Entering Unmasked Estep 
Score: -7525275.000000 Penalty: 5401.640625
	Iteration 50Q: 3 clusters Score -7525275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -7525275.000000 Penalty: 5401.640625
	Iteration 51Q: 3 clusters Score -7525275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 53266 members 
Entering Unmasked Estep 
Score: -7525280.500000 Penalty: 5401.640625
	Iteration 52Q: 3 clusters Score -7525280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -7525291.500000 Penalty: 5401.640625
	Iteration 53Q: 3 clusters Score -7525292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 53271 members 
Entering Unmasked Estep 
Score: -7525293.000000 Penalty: 5401.640625
	Iteration 54Q: 3 clusters Score -7525293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 53273 members 
Entering Unmasked Estep 
Score: -7525295.500000 Penalty: 5401.640625
	Iteration 55Q: 3 clusters Score -7525296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 53269 members 
Entering Unmasked Estep 
Score: -7525298.000000 Penalty: 5401.640625
	Iteration 56Q: 3 clusters Score -7525298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 53265 members 
Entering Unmasked Estep 
Score: -7525308.000000 Penalty: 5401.640625
	Iteration 57Q: 3 clusters Score -7525308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 53260 members 
Entering Unmasked Estep 
Score: -7525316.000000 Penalty: 5401.640625
	Iteration 58Q: 3 clusters Score -7525316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -7525318.000000 Penalty: 5401.640625
	Iteration 59Q: 3 clusters Score -7525318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 53253 members 
Entering Unmasked Estep 
Score: -7525323.500000 Penalty: 5401.640625
	Iteration 60F: 3 clusters Score -7525324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
Score: -7525325.000000 Penalty: 5401.640625
	Iteration 61Q: 3 clusters Score -7525325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 53247 members 
Entering Unmasked Estep 
Score: -7525328.500000 Penalty: 5401.640625
	Iteration 62Q: 3 clusters Score -7525328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 53245 members 
Entering Unmasked Estep 
Score: -7525331.000000 Penalty: 5401.640625
	Iteration 63Q: 3 clusters Score -7525331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 53240 members 
Entering Unmasked Estep 
Score: -7525333.000000 Penalty: 5401.640625
	Iteration 64Q: 3 clusters Score -7525333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -7525342.000000 Penalty: 5401.640625
	Iteration 65Q: 3 clusters Score -7525342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 53232 members 
Entering Unmasked Estep 
Score: -7525355.000000 Penalty: 5401.640625
	Iteration 66Q: 3 clusters Score -7525355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 53226 members 
Entering Unmasked Estep 
Score: -7525358.000000 Penalty: 5401.640625
	Iteration 67Q: 3 clusters Score -7525358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 53221 members 
Entering Unmasked Estep 
Score: -7525363.500000 Penalty: 5401.640625
	Iteration 68Q: 3 clusters Score -7525364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -7525366.000000 Penalty: 5401.640625
	Iteration 69Q: 3 clusters Score -7525366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -7525368.000000 Penalty: 5401.640625
	Iteration 70Q: 3 clusters Score -7525368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -7525374.500000 Penalty: 5401.640625
	Iteration 71Q: 3 clusters Score -7525374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -7525385.500000 Penalty: 5401.640625
	Iteration 72Q: 3 clusters Score -7525386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 53208 members 
Entering Unmasked Estep 
Score: -7525394.500000 Penalty: 5401.640625
	Iteration 73Q: 3 clusters Score -7525394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -7525404.000000 Penalty: 5401.640625
	Iteration 74Q: 3 clusters Score -7525404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -7525409.000000 Penalty: 5401.640625
	Iteration 75Q: 3 clusters Score -7525409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -7525407.500000 Penalty: 5401.640625
	Iteration 76Q: 3 clusters Score -7525408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -7525414.500000 Penalty: 5401.640625
	Iteration 77Q: 3 clusters Score -7525414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -7525414.500000 Penalty: 5401.640625
	Iteration 78F: 3 clusters Score -7525414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Entering Unmasked Estep 
Score: -733968.187500 Penalty: 2133.043701
	Iteration 0F: 2 clusters Score -733968.2 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 2726 members 
Entering Unmasked Estep 
Score: -729152.812500 Penalty: 4266.087402
	Iteration 0F: 3 clusters Score -729152.8 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -730318.312500 Penalty: 4266.087402
	Iteration 1F: 3 clusters Score -730318.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -730529.437500 Penalty: 4266.087402
	Iteration 2F: 3 clusters Score -730529.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -730700.687500 Penalty: 4266.087402
	Iteration 3F: 3 clusters Score -730700.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -730843.625000 Penalty: 4266.087402
	Iteration 4Q: 3 clusters Score -730843.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -730967.500000 Penalty: 4266.087402
	Iteration 5Q: 3 clusters Score -730967.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -731066.812500 Penalty: 4266.087402
	Iteration 6Q: 3 clusters Score -731066.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -731184.500000 Penalty: 4266.087402
	Iteration 7Q: 3 clusters Score -731184.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -731314.312500 Penalty: 4266.087402
	Iteration 8Q: 3 clusters Score -731314.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -731463.562500 Penalty: 4266.087402
	Iteration 9Q: 3 clusters Score -731463.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -731626.937500 Penalty: 4266.087402
	Iteration 10Q: 3 clusters Score -731626.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -731786.875000 Penalty: 4266.087402
	Iteration 11Q: 3 clusters Score -731786.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -731914.312500 Penalty: 4266.087402
	Iteration 12Q: 3 clusters Score -731914.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -732020.625000 Penalty: 4266.087402
	Iteration 13Q: 3 clusters Score -732020.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -732098.062500 Penalty: 4266.087402
	Iteration 14Q: 3 clusters Score -732098.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -732162.312500 Penalty: 4266.087402
	Iteration 15Q: 3 clusters Score -732162.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -732217.812500 Penalty: 4266.087402
	Iteration 16Q: 3 clusters Score -732217.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -732257.625000 Penalty: 4266.087402
	Iteration 17Q: 3 clusters Score -732257.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -732289.750000 Penalty: 4266.087402
	Iteration 18Q: 3 clusters Score -732289.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -732316.500000 Penalty: 4266.087402
	Iteration 19Q: 3 clusters Score -732316.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -732333.500000 Penalty: 4266.087402
	Iteration 20F: 3 clusters Score -732333.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -732341.625000 Penalty: 4266.087402
	Iteration 21Q: 3 clusters Score -732341.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -732351.500000 Penalty: 4266.087402
	Iteration 22Q: 3 clusters Score -732351.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -732360.687500 Penalty: 4266.087402
	Iteration 23Q: 3 clusters Score -732360.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -732369.187500 Penalty: 4266.087402
	Iteration 24Q: 3 clusters Score -732369.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -732377.875000 Penalty: 4266.087402
	Iteration 25Q: 3 clusters Score -732377.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -732384.125000 Penalty: 4266.087402
	Iteration 26Q: 3 clusters Score -732384.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -732388.250000 Penalty: 4266.087402
	Iteration 27Q: 3 clusters Score -732388.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -732393.500000 Penalty: 4266.087402
	Iteration 28Q: 3 clusters Score -732393.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -732399.187500 Penalty: 4266.087402
	Iteration 29Q: 3 clusters Score -732399.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -732402.687500 Penalty: 4266.087402
	Iteration 30Q: 3 clusters Score -732402.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -732404.062500 Penalty: 4266.087402
	Iteration 31Q: 3 clusters Score -732404.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -732406.187500 Penalty: 4266.087402
	Iteration 32Q: 3 clusters Score -732406.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -732408.375000 Penalty: 4266.087402
	Iteration 33Q: 3 clusters Score -732408.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -732411.625000 Penalty: 4266.087402
	Iteration 34Q: 3 clusters Score -732411.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -732414.687500 Penalty: 4266.087402
	Iteration 35Q: 3 clusters Score -732414.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -732418.750000 Penalty: 4266.087402
	Iteration 36Q: 3 clusters Score -732418.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -732421.312500 Penalty: 4266.087402
	Iteration 37Q: 3 clusters Score -732421.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -732425.062500 Penalty: 4266.087402
	Iteration 38Q: 3 clusters Score -732425.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -732426.750000 Penalty: 4266.087402
	Iteration 39Q: 3 clusters Score -732426.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -732428.375000 Penalty: 4266.087402
	Iteration 40F: 3 clusters Score -732428.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -732429.187500 Penalty: 4266.087402
	Iteration 41Q: 3 clusters Score -732429.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -732429.125000 Penalty: 4266.087402
	Iteration 42Q: 3 clusters Score -732429.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -732429.125000 Penalty: 4266.087402
	Iteration 43F: 3 clusters Score -732429.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Entering Unmasked Estep 
Score: -1888530.375000 Penalty: 2363.825439
	Iteration 0F: 2 clusters Score -1888530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1878589.875000 Penalty: 4727.650879
	Iteration 0F: 3 clusters Score -1878590 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1881764.750000 Penalty: 4727.650879
	Iteration 1F: 3 clusters Score -1881765 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1882438.875000 Penalty: 4727.650879
	Iteration 2F: 3 clusters Score -1882439 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1883275.875000 Penalty: 4727.650879
	Iteration 3F: 3 clusters Score -1883276 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1884171.625000 Penalty: 4727.650879
	Iteration 4F: 3 clusters Score -1884172 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1885143.500000 Penalty: 4727.650879
	Iteration 5F: 3 clusters Score -1885144 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1886061.250000 Penalty: 4727.650879
	Iteration 6F: 3 clusters Score -1886061 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1886750.125000 Penalty: 4727.650879
	Iteration 7F: 3 clusters Score -1886750 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1887184.625000 Penalty: 4727.650879
	Iteration 8Q: 3 clusters Score -1887185 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1887480.375000 Penalty: 4727.650879
	Iteration 9Q: 3 clusters Score -1887480 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1887702.875000 Penalty: 4727.650879
	Iteration 10Q: 3 clusters Score -1887703 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1887886.625000 Penalty: 4727.650879
	Iteration 11Q: 3 clusters Score -1887887 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1888053.625000 Penalty: 4727.650879
	Iteration 12Q: 3 clusters Score -1888054 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1888197.625000 Penalty: 4727.650879
	Iteration 13Q: 3 clusters Score -1888198 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1888315.250000 Penalty: 4727.650879
	Iteration 14Q: 3 clusters Score -1888315 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1888367.125000 Penalty: 4727.650879
	Iteration 15Q: 3 clusters Score -1888367 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1888394.875000 Penalty: 4727.650879
	Iteration 16Q: 3 clusters Score -1888395 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1888409.625000 Penalty: 4727.650879
	Iteration 17Q: 3 clusters Score -1888410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1888420.875000 Penalty: 4727.650879
	Iteration 18Q: 3 clusters Score -1888421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1888422.875000 Penalty: 4727.650879
	Iteration 19Q: 3 clusters Score -1888423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1888429.875000 Penalty: 4727.650879
	Iteration 20F: 3 clusters Score -1888430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1888430.625000 Penalty: 4727.650879
	Iteration 21Q: 3 clusters Score -1888431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1888430.250000 Penalty: 4727.650879
	Iteration 22Q: 3 clusters Score -1888430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1888428.250000 Penalty: 4727.650879
	Iteration 23Q: 3 clusters Score -1888428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1888431.750000 Penalty: 4727.650879
	Iteration 24Q: 3 clusters Score -1888432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1888432.375000 Penalty: 4727.650879
	Iteration 25Q: 3 clusters Score -1888432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1888432.375000 Penalty: 4727.650879
	Iteration 26F: 3 clusters Score -1888432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Entering Unmasked Estep 
Score: -4863509.500000 Penalty: 2600.225830
	Iteration 0F: 2 clusters Score -4863510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -4839182.000000 Penalty: 5200.451660
	Iteration 0F: 3 clusters Score -4839182 nChanged 16365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -4848312.000000 Penalty: 5200.451660
	Iteration 1F: 3 clusters Score -4848312 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -4849398.000000 Penalty: 5200.451660
	Iteration 2F: 3 clusters Score -4849398 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -4850885.500000 Penalty: 5200.451660
	Iteration 3F: 3 clusters Score -4850886 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -4852612.000000 Penalty: 5200.451660
	Iteration 4F: 3 clusters Score -4852612 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -4854474.000000 Penalty: 5200.451660
	Iteration 5F: 3 clusters Score -4854474 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -4856080.500000 Penalty: 5200.451660
	Iteration 6F: 3 clusters Score -4856080 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -4857228.500000 Penalty: 5200.451660
	Iteration 7F: 3 clusters Score -4857228 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -4858067.500000 Penalty: 5200.451660
	Iteration 8Q: 3 clusters Score -4858068 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -4858696.000000 Penalty: 5200.451660
	Iteration 9Q: 3 clusters Score -4858696 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -4859297.500000 Penalty: 5200.451660
	Iteration 10Q: 3 clusters Score -4859298 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -4859811.000000 Penalty: 5200.451660
	Iteration 11Q: 3 clusters Score -4859811 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -4860323.000000 Penalty: 5200.451660
	Iteration 12Q: 3 clusters Score -4860323 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -4860725.000000 Penalty: 5200.451660
	Iteration 13Q: 3 clusters Score -4860725 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -4861123.000000 Penalty: 5200.451660
	Iteration 14Q: 3 clusters Score -4861123 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -4861465.500000 Penalty: 5200.451660
	Iteration 15Q: 3 clusters Score -4861466 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -4861722.000000 Penalty: 5200.451660
	Iteration 16Q: 3 clusters Score -4861722 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -4861889.000000 Penalty: 5200.451660
	Iteration 17Q: 3 clusters Score -4861889 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -4861973.000000 Penalty: 5200.451660
	Iteration 18Q: 3 clusters Score -4861973 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -4862002.000000 Penalty: 5200.451660
	Iteration 19Q: 3 clusters Score -4862002 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -4862035.500000 Penalty: 5200.451660
	Iteration 20F: 3 clusters Score -4862036 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -4862050.000000 Penalty: 5200.451660
	Iteration 21Q: 3 clusters Score -4862050 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -4862054.000000 Penalty: 5200.451660
	Iteration 22Q: 3 clusters Score -4862054 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -4862073.500000 Penalty: 5200.451660
	Iteration 23Q: 3 clusters Score -4862074 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -4862082.500000 Penalty: 5200.451660
	Iteration 24Q: 3 clusters Score -4862082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -4862099.000000 Penalty: 5200.451660
	Iteration 25Q: 3 clusters Score -4862099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -4862098.500000 Penalty: 5200.451660
	Iteration 26Q: 3 clusters Score -4862098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -4862094.500000 Penalty: 5200.451660
	Iteration 27Q: 3 clusters Score -4862094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -4862097.500000 Penalty: 5200.451660
	Iteration 28Q: 3 clusters Score -4862098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -4862095.500000 Penalty: 5200.451660
	Iteration 29Q: 3 clusters Score -4862096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -4862099.000000 Penalty: 5200.451660
	Iteration 30Q: 3 clusters Score -4862099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -4862099.000000 Penalty: 5200.451660
	Iteration 31F: 3 clusters Score -4862099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Entering Unmasked Estep 
Score: -2241083.000000 Penalty: 2405.225830
	Iteration 0F: 2 clusters Score -2241083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2229389.750000 Penalty: 4810.451660
	Iteration 0F: 3 clusters Score -2229390 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2233355.750000 Penalty: 4810.451660
	Iteration 1F: 3 clusters Score -2233356 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2233777.500000 Penalty: 4810.451660
	Iteration 2F: 3 clusters Score -2233778 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2234126.750000 Penalty: 4810.451660
	Iteration 3F: 3 clusters Score -2234127 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2234407.250000 Penalty: 4810.451660
	Iteration 4Q: 3 clusters Score -2234407 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2234680.500000 Penalty: 4810.451660
	Iteration 5Q: 3 clusters Score -2234680 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2235004.750000 Penalty: 4810.451660
	Iteration 6Q: 3 clusters Score -2235005 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2235347.250000 Penalty: 4810.451660
	Iteration 7Q: 3 clusters Score -2235347 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2235683.250000 Penalty: 4810.451660
	Iteration 8Q: 3 clusters Score -2235683 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2236084.750000 Penalty: 4810.451660
	Iteration 9Q: 3 clusters Score -2236085 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2236503.750000 Penalty: 4810.451660
	Iteration 10Q: 3 clusters Score -2236504 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2236965.750000 Penalty: 4810.451660
	Iteration 11Q: 3 clusters Score -2236966 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2237519.750000 Penalty: 4810.451660
	Iteration 12Q: 3 clusters Score -2237520 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2238041.000000 Penalty: 4810.451660
	Iteration 13Q: 3 clusters Score -2238041 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -2238449.000000 Penalty: 4810.451660
	Iteration 14Q: 3 clusters Score -2238449 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2238793.750000 Penalty: 4810.451660
	Iteration 15Q: 3 clusters Score -2238794 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -2239059.000000 Penalty: 4810.451660
	Iteration 16Q: 3 clusters Score -2239059 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2239248.750000 Penalty: 4810.451660
	Iteration 17Q: 3 clusters Score -2239249 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2239378.250000 Penalty: 4810.451660
	Iteration 18Q: 3 clusters Score -2239378 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2239494.000000 Penalty: 4810.451660
	Iteration 19Q: 3 clusters Score -2239494 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2239558.750000 Penalty: 4810.451660
	Iteration 20F: 3 clusters Score -2239559 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2239611.000000 Penalty: 4810.451660
	Iteration 21Q: 3 clusters Score -2239611 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2239642.500000 Penalty: 4810.451660
	Iteration 22Q: 3 clusters Score -2239642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2239668.000000 Penalty: 4810.451660
	Iteration 23Q: 3 clusters Score -2239668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2239695.000000 Penalty: 4810.451660
	Iteration 24Q: 3 clusters Score -2239695 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2239719.500000 Penalty: 4810.451660
	Iteration 25Q: 3 clusters Score -2239720 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2239754.000000 Penalty: 4810.451660
	Iteration 26Q: 3 clusters Score -2239754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2239780.750000 Penalty: 4810.451660
	Iteration 27Q: 3 clusters Score -2239781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2239807.250000 Penalty: 4810.451660
	Iteration 28Q: 3 clusters Score -2239807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2239827.000000 Penalty: 4810.451660
	Iteration 29Q: 3 clusters Score -2239827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2239842.250000 Penalty: 4810.451660
	Iteration 30Q: 3 clusters Score -2239842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2239854.250000 Penalty: 4810.451660
	Iteration 31Q: 3 clusters Score -2239854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2239862.500000 Penalty: 4810.451660
	Iteration 32Q: 3 clusters Score -2239862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2239869.250000 Penalty: 4810.451660
	Iteration 33Q: 3 clusters Score -2239869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2239879.000000 Penalty: 4810.451660
	Iteration 34Q: 3 clusters Score -2239879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2239882.750000 Penalty: 4810.451660
	Iteration 35Q: 3 clusters Score -2239883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2239886.250000 Penalty: 4810.451660
	Iteration 36Q: 3 clusters Score -2239886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2239886.750000 Penalty: 4810.451660
	Iteration 37Q: 3 clusters Score -2239887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2239888.000000 Penalty: 4810.451660
	Iteration 38Q: 3 clusters Score -2239888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2239888.000000 Penalty: 4810.451660
	Iteration 39Q: 3 clusters Score -2239888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2239887.750000 Penalty: 4810.451660
	Iteration 40F: 3 clusters Score -2239888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2239887.500000 Penalty: 4810.451660
	Iteration 41Q: 3 clusters Score -2239888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2239890.000000 Penalty: 4810.451660
	Iteration 42Q: 3 clusters Score -2239890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2239890.000000 Penalty: 4810.451660
	Iteration 43F: 3 clusters Score -2239890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Entering Unmasked Estep 
Score: -3531335.500000 Penalty: 2531.004639
	Iteration 0F: 2 clusters Score -3531336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3512580.000000 Penalty: 5062.009277
	Iteration 0F: 3 clusters Score -3512580 nChanged 12162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -3519483.000000 Penalty: 5062.009277
	Iteration 1F: 3 clusters Score -3519483 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -3520256.250000 Penalty: 5062.009277
	Iteration 2F: 3 clusters Score -3520256 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3521040.250000 Penalty: 5062.009277
	Iteration 3F: 3 clusters Score -3521040 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -3521782.250000 Penalty: 5062.009277
	Iteration 4F: 3 clusters Score -3521782 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -3522418.250000 Penalty: 5062.009277
	Iteration 5F: 3 clusters Score -3522418 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3522997.750000 Penalty: 5062.009277
	Iteration 6Q: 3 clusters Score -3522998 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -3523564.250000 Penalty: 5062.009277
	Iteration 7Q: 3 clusters Score -3523564 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -3524160.500000 Penalty: 5062.009277
	Iteration 8Q: 3 clusters Score -3524160 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -3524760.000000 Penalty: 5062.009277
	Iteration 9Q: 3 clusters Score -3524760 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -3525355.500000 Penalty: 5062.009277
	Iteration 10Q: 3 clusters Score -3525356 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -3526046.750000 Penalty: 5062.009277
	Iteration 11Q: 3 clusters Score -3526047 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -3526696.750000 Penalty: 5062.009277
	Iteration 12Q: 3 clusters Score -3526697 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -3527303.750000 Penalty: 5062.009277
	Iteration 13Q: 3 clusters Score -3527304 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -3527669.500000 Penalty: 5062.009277
	Iteration 14Q: 3 clusters Score -3527670 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -3527881.750000 Penalty: 5062.009277
	Iteration 15Q: 3 clusters Score -3527882 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -3528054.750000 Penalty: 5062.009277
	Iteration 16Q: 3 clusters Score -3528055 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -3528204.000000 Penalty: 5062.009277
	Iteration 17Q: 3 clusters Score -3528204 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -3528308.250000 Penalty: 5062.009277
	Iteration 18Q: 3 clusters Score -3528308 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -3528415.750000 Penalty: 5062.009277
	Iteration 19Q: 3 clusters Score -3528416 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -3528556.750000 Penalty: 5062.009277
	Iteration 20F: 3 clusters Score -3528557 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -3528692.000000 Penalty: 5062.009277
	Iteration 21Q: 3 clusters Score -3528692 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -3528803.500000 Penalty: 5062.009277
	Iteration 22Q: 3 clusters Score -3528804 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -3528916.750000 Penalty: 5062.009277
	Iteration 23Q: 3 clusters Score -3528917 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -3529028.750000 Penalty: 5062.009277
	Iteration 24Q: 3 clusters Score -3529029 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -3529139.500000 Penalty: 5062.009277
	Iteration 25Q: 3 clusters Score -3529140 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -3529252.750000 Penalty: 5062.009277
	Iteration 26Q: 3 clusters Score -3529253 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -3529400.750000 Penalty: 5062.009277
	Iteration 27Q: 3 clusters Score -3529401 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -3529547.750000 Penalty: 5062.009277
	Iteration 28Q: 3 clusters Score -3529548 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -3529688.250000 Penalty: 5062.009277
	Iteration 29Q: 3 clusters Score -3529688 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -3529843.750000 Penalty: 5062.009277
	Iteration 30Q: 3 clusters Score -3529844 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -3529986.000000 Penalty: 5062.009277
	Iteration 31Q: 3 clusters Score -3529986 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -3530122.000000 Penalty: 5062.009277
	Iteration 32Q: 3 clusters Score -3530122 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3530292.250000 Penalty: 5062.009277
	Iteration 33Q: 3 clusters Score -3530292 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -3530410.000000 Penalty: 5062.009277
	Iteration 34Q: 3 clusters Score -3530410 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -3530491.250000 Penalty: 5062.009277
	Iteration 35Q: 3 clusters Score -3530491 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -3530588.500000 Penalty: 5062.009277
	Iteration 36Q: 3 clusters Score -3530588 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -3530683.750000 Penalty: 5062.009277
	Iteration 37Q: 3 clusters Score -3530684 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -3530743.750000 Penalty: 5062.009277
	Iteration 38Q: 3 clusters Score -3530744 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -3530797.750000 Penalty: 5062.009277
	Iteration 39Q: 3 clusters Score -3530798 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -3530843.500000 Penalty: 5062.009277
	Iteration 40F: 3 clusters Score -3530844 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -3530867.750000 Penalty: 5062.009277
	Iteration 41Q: 3 clusters Score -3530868 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -3530890.750000 Penalty: 5062.009277
	Iteration 42Q: 3 clusters Score -3530891 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -3530919.250000 Penalty: 5062.009277
	Iteration 43Q: 3 clusters Score -3530919 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3530939.000000 Penalty: 5062.009277
	Iteration 44Q: 3 clusters Score -3530939 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -3530960.250000 Penalty: 5062.009277
	Iteration 45Q: 3 clusters Score -3530960 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -3530976.750000 Penalty: 5062.009277
	Iteration 46Q: 3 clusters Score -3530977 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -3530998.500000 Penalty: 5062.009277
	Iteration 47Q: 3 clusters Score -3530998 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -3531004.500000 Penalty: 5062.009277
	Iteration 48Q: 3 clusters Score -3531004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -3531010.750000 Penalty: 5062.009277
	Iteration 49Q: 3 clusters Score -3531011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -3531020.750000 Penalty: 5062.009277
	Iteration 50Q: 3 clusters Score -3531021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -3531026.250000 Penalty: 5062.009277
	Iteration 51Q: 3 clusters Score -3531026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -3531022.500000 Penalty: 5062.009277
	Iteration 52Q: 3 clusters Score -3531022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -3531037.000000 Penalty: 5062.009277
	Iteration 53Q: 3 clusters Score -3531037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -3531042.000000 Penalty: 5062.009277
	Iteration 54Q: 3 clusters Score -3531042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -3531036.500000 Penalty: 5062.009277
	Iteration 55Q: 3 clusters Score -3531036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -3531039.750000 Penalty: 5062.009277
	Iteration 56Q: 3 clusters Score -3531040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -3531042.000000 Penalty: 5062.009277
	Iteration 57Q: 3 clusters Score -3531042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -3531042.250000 Penalty: 5062.009277
	Iteration 58Q: 3 clusters Score -3531042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -3531042.750000 Penalty: 5062.009277
	Iteration 59Q: 3 clusters Score -3531043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -3531044.000000 Penalty: 5062.009277
	Iteration 60F: 3 clusters Score -3531044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -3531044.500000 Penalty: 5062.009277
	Iteration 61Q: 3 clusters Score -3531044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -3531045.750000 Penalty: 5062.009277
	Iteration 62Q: 3 clusters Score -3531046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -3531040.250000 Penalty: 5062.009277
	Iteration 63Q: 3 clusters Score -3531040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -3531044.500000 Penalty: 5062.009277
	Iteration 64Q: 3 clusters Score -3531044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -3531043.000000 Penalty: 5062.009277
	Iteration 65Q: 3 clusters Score -3531043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -3531048.500000 Penalty: 5062.009277
	Iteration 66Q: 3 clusters Score -3531048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -3531050.500000 Penalty: 5062.009277
	Iteration 67Q: 3 clusters Score -3531050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -3531050.500000 Penalty: 5062.009277
	Iteration 68F: 3 clusters Score -3531050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Entering Unmasked Estep 
Score: -5561256.500000 Penalty: 2625.479248
	Iteration 0F: 2 clusters Score -5561256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -5534415.500000 Penalty: 5250.958496
	Iteration 0F: 3 clusters Score -5534416 nChanged 18148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -5544630.000000 Penalty: 5250.958496
	Iteration 1F: 3 clusters Score -5544630 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -5545235.000000 Penalty: 5250.958496
	Iteration 2Q: 3 clusters Score -5545235 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -5545894.500000 Penalty: 5250.958496
	Iteration 3Q: 3 clusters Score -5545894 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -5546617.000000 Penalty: 5250.958496
	Iteration 4Q: 3 clusters Score -5546617 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -5547416.500000 Penalty: 5250.958496
	Iteration 5Q: 3 clusters Score -5547416 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -5548346.500000 Penalty: 5250.958496
	Iteration 6Q: 3 clusters Score -5548346 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -5549658.500000 Penalty: 5250.958496
	Iteration 7F: 3 clusters Score -5549658 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -5551164.500000 Penalty: 5250.958496
	Iteration 8F: 3 clusters Score -5551164 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -5552693.000000 Penalty: 5250.958496
	Iteration 9F: 3 clusters Score -5552693 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -5553841.500000 Penalty: 5250.958496
	Iteration 10F: 3 clusters Score -5553842 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -5554654.000000 Penalty: 5250.958496
	Iteration 11Q: 3 clusters Score -5554654 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -5555107.000000 Penalty: 5250.958496
	Iteration 12Q: 3 clusters Score -5555107 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -5555489.500000 Penalty: 5250.958496
	Iteration 13Q: 3 clusters Score -5555490 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -5555807.000000 Penalty: 5250.958496
	Iteration 14Q: 3 clusters Score -5555807 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -5556109.500000 Penalty: 5250.958496
	Iteration 15Q: 3 clusters Score -5556110 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -5556362.500000 Penalty: 5250.958496
	Iteration 16Q: 3 clusters Score -5556362 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -5556631.000000 Penalty: 5250.958496
	Iteration 17Q: 3 clusters Score -5556631 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -5556857.500000 Penalty: 5250.958496
	Iteration 18Q: 3 clusters Score -5556858 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -5557091.000000 Penalty: 5250.958496
	Iteration 19Q: 3 clusters Score -5557091 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -5557339.000000 Penalty: 5250.958496
	Iteration 20F: 3 clusters Score -5557339 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -5557573.500000 Penalty: 5250.958496
	Iteration 21Q: 3 clusters Score -5557574 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -5557771.000000 Penalty: 5250.958496
	Iteration 22Q: 3 clusters Score -5557771 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -5557981.500000 Penalty: 5250.958496
	Iteration 23Q: 3 clusters Score -5557982 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -5558207.500000 Penalty: 5250.958496
	Iteration 24Q: 3 clusters Score -5558208 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -5558442.000000 Penalty: 5250.958496
	Iteration 25Q: 3 clusters Score -5558442 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -5558612.500000 Penalty: 5250.958496
	Iteration 26Q: 3 clusters Score -5558612 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -5558843.500000 Penalty: 5250.958496
	Iteration 27Q: 3 clusters Score -5558844 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -5559042.000000 Penalty: 5250.958496
	Iteration 28Q: 3 clusters Score -5559042 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -5559236.000000 Penalty: 5250.958496
	Iteration 29Q: 3 clusters Score -5559236 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -5559413.000000 Penalty: 5250.958496
	Iteration 30Q: 3 clusters Score -5559413 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -5559514.000000 Penalty: 5250.958496
	Iteration 31Q: 3 clusters Score -5559514 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -5559642.500000 Penalty: 5250.958496
	Iteration 32Q: 3 clusters Score -5559642 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -5559775.000000 Penalty: 5250.958496
	Iteration 33Q: 3 clusters Score -5559775 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5559900.000000 Penalty: 5250.958496
	Iteration 34Q: 3 clusters Score -5559900 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5559998.000000 Penalty: 5250.958496
	Iteration 35Q: 3 clusters Score -5559998 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5560082.500000 Penalty: 5250.958496
	Iteration 36Q: 3 clusters Score -5560082 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5560147.500000 Penalty: 5250.958496
	Iteration 37Q: 3 clusters Score -5560148 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -5560208.000000 Penalty: 5250.958496
	Iteration 38Q: 3 clusters Score -5560208 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5560257.000000 Penalty: 5250.958496
	Iteration 39Q: 3 clusters Score -5560257 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5560365.500000 Penalty: 5250.958496
	Iteration 40F: 3 clusters Score -5560366 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5560414.000000 Penalty: 5250.958496
	Iteration 41Q: 3 clusters Score -5560414 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5560435.000000 Penalty: 5250.958496
	Iteration 42Q: 3 clusters Score -5560435 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5560472.000000 Penalty: 5250.958496
	Iteration 43Q: 3 clusters Score -5560472 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5560502.500000 Penalty: 5250.958496
	Iteration 44Q: 3 clusters Score -5560502 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5560531.000000 Penalty: 5250.958496
	Iteration 45Q: 3 clusters Score -5560531 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5560550.000000 Penalty: 5250.958496
	Iteration 46Q: 3 clusters Score -5560550 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5560565.500000 Penalty: 5250.958496
	Iteration 47Q: 3 clusters Score -5560566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -5560574.000000 Penalty: 5250.958496
	Iteration 48Q: 3 clusters Score -5560574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -5560584.000000 Penalty: 5250.958496
	Iteration 49Q: 3 clusters Score -5560584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5560584.500000 Penalty: 5250.958496
	Iteration 50Q: 3 clusters Score -5560584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5560591.500000 Penalty: 5250.958496
	Iteration 51Q: 3 clusters Score -5560592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5560600.500000 Penalty: 5250.958496
	Iteration 52Q: 3 clusters Score -5560600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5560605.500000 Penalty: 5250.958496
	Iteration 53Q: 3 clusters Score -5560606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5560602.000000 Penalty: 5250.958496
	Iteration 54Q: 3 clusters Score -5560602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5560599.000000 Penalty: 5250.958496
	Iteration 55Q: 3 clusters Score -5560599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5560603.000000 Penalty: 5250.958496
	Iteration 56Q: 3 clusters Score -5560603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5560609.000000 Penalty: 5250.958496
	Iteration 57Q: 3 clusters Score -5560609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5560610.000000 Penalty: 5250.958496
	Iteration 58Q: 3 clusters Score -5560610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5560614.500000 Penalty: 5250.958496
	Iteration 59Q: 3 clusters Score -5560614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5560610.000000 Penalty: 5250.958496
	Iteration 60F: 3 clusters Score -5560610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5560609.000000 Penalty: 5250.958496
	Iteration 61Q: 3 clusters Score -5560609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5560612.000000 Penalty: 5250.958496
	Iteration 62Q: 3 clusters Score -5560612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -5560622.000000 Penalty: 5250.958496
	Iteration 63Q: 3 clusters Score -5560622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -5560612.500000 Penalty: 5250.958496
	Iteration 64Q: 3 clusters Score -5560612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5560610.500000 Penalty: 5250.958496
	Iteration 65Q: 3 clusters Score -5560610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5560617.000000 Penalty: 5250.958496
	Iteration 66Q: 3 clusters Score -5560617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5560622.000000 Penalty: 5250.958496
	Iteration 67Q: 3 clusters Score -5560622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5560623.000000 Penalty: 5250.958496
	Iteration 68Q: 3 clusters Score -5560623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5560623.000000 Penalty: 5250.958496
	Iteration 69F: 3 clusters Score -5560623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -59166.921875 Penalty: 1532.644043
	Iteration 0F: 2 clusters Score -59166.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -57711.343750 Penalty: 3065.288086
	Iteration 0F: 3 clusters Score -57711.34 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -57894.558594 Penalty: 3065.288086
	Iteration 1F: 3 clusters Score -57894.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -57966.675781 Penalty: 3065.288086
	Iteration 2Q: 3 clusters Score -57966.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -58029.394531 Penalty: 3065.288086
	Iteration 3Q: 3 clusters Score -58029.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -58075.089844 Penalty: 3065.288086
	Iteration 4Q: 3 clusters Score -58075.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58103.578125 Penalty: 3065.288086
	Iteration 5Q: 3 clusters Score -58103.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -58122.066406 Penalty: 3065.288086
	Iteration 6Q: 3 clusters Score -58122.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -58141.488281 Penalty: 3065.288086
	Iteration 7Q: 3 clusters Score -58141.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -58157.671875 Penalty: 3065.288086
	Iteration 8Q: 3 clusters Score -58157.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -58166.546875 Penalty: 3065.288086
	Iteration 9Q: 3 clusters Score -58166.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -58172.511719 Penalty: 3065.288086
	Iteration 10Q: 3 clusters Score -58172.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -58175.410156 Penalty: 3065.288086
	Iteration 11Q: 3 clusters Score -58175.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -58176.210938 Penalty: 3065.288086
	Iteration 12Q: 3 clusters Score -58176.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -58176.210938 Penalty: 3065.288086
	Iteration 13F: 3 clusters Score -58176.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Entering Unmasked Estep 
Score: -765561.187500 Penalty: 2138.992676
	Iteration 0F: 2 clusters Score -765561.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -760711.187500 Penalty: 4277.985352
	Iteration 0F: 3 clusters Score -760711.2 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -761980.125000 Penalty: 4277.985352
	Iteration 1F: 3 clusters Score -761980.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -762263.375000 Penalty: 4277.985352
	Iteration 2F: 3 clusters Score -762263.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -762444.437500 Penalty: 4277.985352
	Iteration 3F: 3 clusters Score -762444.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -762558.500000 Penalty: 4277.985352
	Iteration 4Q: 3 clusters Score -762558.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -762670.812500 Penalty: 4277.985352
	Iteration 5Q: 3 clusters Score -762670.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -762765.375000 Penalty: 4277.985352
	Iteration 6Q: 3 clusters Score -762765.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -762856.062500 Penalty: 4277.985352
	Iteration 7Q: 3 clusters Score -762856.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -762944.500000 Penalty: 4277.985352
	Iteration 8Q: 3 clusters Score -762944.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -763024.375000 Penalty: 4277.985352
	Iteration 9Q: 3 clusters Score -763024.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -763092.000000 Penalty: 4277.985352
	Iteration 10Q: 3 clusters Score -763092 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -763150.000000 Penalty: 4277.985352
	Iteration 11Q: 3 clusters Score -763150 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -763202.875000 Penalty: 4277.985352
	Iteration 12Q: 3 clusters Score -763202.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -763260.062500 Penalty: 4277.985352
	Iteration 13Q: 3 clusters Score -763260.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -763313.062500 Penalty: 4277.985352
	Iteration 14Q: 3 clusters Score -763313.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -763353.250000 Penalty: 4277.985352
	Iteration 15Q: 3 clusters Score -763353.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -763397.750000 Penalty: 4277.985352
	Iteration 16Q: 3 clusters Score -763397.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -763443.875000 Penalty: 4277.985352
	Iteration 17Q: 3 clusters Score -763443.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -763498.375000 Penalty: 4277.985352
	Iteration 18Q: 3 clusters Score -763498.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -763525.687500 Penalty: 4277.985352
	Iteration 19Q: 3 clusters Score -763525.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -763553.312500 Penalty: 4277.985352
	Iteration 20F: 3 clusters Score -763553.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -763593.312500 Penalty: 4277.985352
	Iteration 21Q: 3 clusters Score -763593.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -763621.250000 Penalty: 4277.985352
	Iteration 22Q: 3 clusters Score -763621.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -763647.437500 Penalty: 4277.985352
	Iteration 23Q: 3 clusters Score -763647.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -763663.250000 Penalty: 4277.985352
	Iteration 24Q: 3 clusters Score -763663.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -763676.625000 Penalty: 4277.985352
	Iteration 25Q: 3 clusters Score -763676.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -763693.562500 Penalty: 4277.985352
	Iteration 26Q: 3 clusters Score -763693.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -763711.875000 Penalty: 4277.985352
	Iteration 27Q: 3 clusters Score -763711.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -763724.812500 Penalty: 4277.985352
	Iteration 28Q: 3 clusters Score -763724.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -763738.062500 Penalty: 4277.985352
	Iteration 29Q: 3 clusters Score -763738.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -763747.937500 Penalty: 4277.985352
	Iteration 30Q: 3 clusters Score -763747.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -763758.687500 Penalty: 4277.985352
	Iteration 31Q: 3 clusters Score -763758.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -763766.062500 Penalty: 4277.985352
	Iteration 32Q: 3 clusters Score -763766.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -763772.812500 Penalty: 4277.985352
	Iteration 33Q: 3 clusters Score -763772.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -763773.687500 Penalty: 4277.985352
	Iteration 34Q: 3 clusters Score -763773.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -763778.187500 Penalty: 4277.985352
	Iteration 35Q: 3 clusters Score -763778.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -763779.875000 Penalty: 4277.985352
	Iteration 36Q: 3 clusters Score -763779.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -763779.875000 Penalty: 4277.985352
	Iteration 37F: 3 clusters Score -763779.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Entering Unmasked Estep 
Score: -370207.531250 Penalty: 1965.259644
	Iteration 0F: 2 clusters Score -370207.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -367093.343750 Penalty: 3930.519287
	Iteration 0F: 3 clusters Score -367093.3 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -367707.937500 Penalty: 3930.519287
	Iteration 1F: 3 clusters Score -367707.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -367895.625000 Penalty: 3930.519287
	Iteration 2F: 3 clusters Score -367895.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -368018.906250 Penalty: 3930.519287
	Iteration 3F: 3 clusters Score -368018.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -368118.468750 Penalty: 3930.519287
	Iteration 4Q: 3 clusters Score -368118.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -368198.281250 Penalty: 3930.519287
	Iteration 5Q: 3 clusters Score -368198.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -368298.000000 Penalty: 3930.519287
	Iteration 6Q: 3 clusters Score -368298 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -368388.843750 Penalty: 3930.519287
	Iteration 7Q: 3 clusters Score -368388.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -368489.093750 Penalty: 3930.519287
	Iteration 8Q: 3 clusters Score -368489.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -368607.343750 Penalty: 3930.519287
	Iteration 9Q: 3 clusters Score -368607.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -368725.000000 Penalty: 3930.519287
	Iteration 10Q: 3 clusters Score -368725 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -368838.875000 Penalty: 3930.519287
	Iteration 11Q: 3 clusters Score -368838.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -368961.250000 Penalty: 3930.519287
	Iteration 12Q: 3 clusters Score -368961.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -369052.218750 Penalty: 3930.519287
	Iteration 13Q: 3 clusters Score -369052.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -369115.437500 Penalty: 3930.519287
	Iteration 14Q: 3 clusters Score -369115.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -369159.781250 Penalty: 3930.519287
	Iteration 15Q: 3 clusters Score -369159.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -369177.937500 Penalty: 3930.519287
	Iteration 16Q: 3 clusters Score -369177.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -369192.406250 Penalty: 3930.519287
	Iteration 17Q: 3 clusters Score -369192.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -369196.843750 Penalty: 3930.519287
	Iteration 18Q: 3 clusters Score -369196.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -369200.968750 Penalty: 3930.519287
	Iteration 19Q: 3 clusters Score -369201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -369204.156250 Penalty: 3930.519287
	Iteration 20F: 3 clusters Score -369204.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -369208.875000 Penalty: 3930.519287
	Iteration 21Q: 3 clusters Score -369208.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -369215.218750 Penalty: 3930.519287
	Iteration 22Q: 3 clusters Score -369215.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -369222.312500 Penalty: 3930.519287
	Iteration 23Q: 3 clusters Score -369222.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -369226.031250 Penalty: 3930.519287
	Iteration 24Q: 3 clusters Score -369226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -369227.312500 Penalty: 3930.519287
	Iteration 25Q: 3 clusters Score -369227.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -369228.062500 Penalty: 3930.519287
	Iteration 26Q: 3 clusters Score -369228.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -369228.062500 Penalty: 3930.519287
	Iteration 27F: 3 clusters Score -369228.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Entering Unmasked Estep 
Score: -1082753.500000 Penalty: 2230.800781
	Iteration 0F: 2 clusters Score -1082754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1076389.625000 Penalty: 4461.601562
	Iteration 0F: 3 clusters Score -1076390 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1078269.875000 Penalty: 4461.601562
	Iteration 1F: 3 clusters Score -1078270 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1078645.625000 Penalty: 4461.601562
	Iteration 2F: 3 clusters Score -1078646 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1078916.375000 Penalty: 4461.601562
	Iteration 3F: 3 clusters Score -1078916 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1079158.375000 Penalty: 4461.601562
	Iteration 4Q: 3 clusters Score -1079158 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1079373.625000 Penalty: 4461.601562
	Iteration 5Q: 3 clusters Score -1079374 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1079566.750000 Penalty: 4461.601562
	Iteration 6Q: 3 clusters Score -1079567 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1079749.500000 Penalty: 4461.601562
	Iteration 7Q: 3 clusters Score -1079750 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1079926.000000 Penalty: 4461.601562
	Iteration 8Q: 3 clusters Score -1079926 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1080089.375000 Penalty: 4461.601562
	Iteration 9Q: 3 clusters Score -1080089 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1080261.500000 Penalty: 4461.601562
	Iteration 10Q: 3 clusters Score -1080262 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1080427.375000 Penalty: 4461.601562
	Iteration 11Q: 3 clusters Score -1080427 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1080560.375000 Penalty: 4461.601562
	Iteration 12Q: 3 clusters Score -1080560 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1080695.250000 Penalty: 4461.601562
	Iteration 13Q: 3 clusters Score -1080695 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1080842.500000 Penalty: 4461.601562
	Iteration 14Q: 3 clusters Score -1080842 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1081003.250000 Penalty: 4461.601562
	Iteration 15Q: 3 clusters Score -1081003 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1081164.500000 Penalty: 4461.601562
	Iteration 16Q: 3 clusters Score -1081164 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1081304.875000 Penalty: 4461.601562
	Iteration 17Q: 3 clusters Score -1081305 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1081412.750000 Penalty: 4461.601562
	Iteration 18Q: 3 clusters Score -1081413 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1081500.125000 Penalty: 4461.601562
	Iteration 19Q: 3 clusters Score -1081500 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1081557.000000 Penalty: 4461.601562
	Iteration 20F: 3 clusters Score -1081557 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1081589.125000 Penalty: 4461.601562
	Iteration 21Q: 3 clusters Score -1081589 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1081608.375000 Penalty: 4461.601562
	Iteration 22Q: 3 clusters Score -1081608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1081624.125000 Penalty: 4461.601562
	Iteration 23Q: 3 clusters Score -1081624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1081658.000000 Penalty: 4461.601562
	Iteration 24Q: 3 clusters Score -1081658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1081671.500000 Penalty: 4461.601562
	Iteration 25Q: 3 clusters Score -1081672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1081680.750000 Penalty: 4461.601562
	Iteration 26Q: 3 clusters Score -1081681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1081686.375000 Penalty: 4461.601562
	Iteration 27Q: 3 clusters Score -1081686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1081690.125000 Penalty: 4461.601562
	Iteration 28Q: 3 clusters Score -1081690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1081692.375000 Penalty: 4461.601562
	Iteration 29Q: 3 clusters Score -1081692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1081692.875000 Penalty: 4461.601562
	Iteration 30Q: 3 clusters Score -1081693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1081695.250000 Penalty: 4461.601562
	Iteration 31Q: 3 clusters Score -1081695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1081695.250000 Penalty: 4461.601562
	Iteration 32F: 3 clusters Score -1081695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Entering Unmasked Estep 
Score: -727121.250000 Penalty: 2127.041992
	Iteration 0F: 2 clusters Score -727121.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -722359.062500 Penalty: 4254.083984
	Iteration 0F: 3 clusters Score -722359.1 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -723494.250000 Penalty: 4254.083984
	Iteration 1F: 3 clusters Score -723494.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -723687.687500 Penalty: 4254.083984
	Iteration 2F: 3 clusters Score -723687.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -723812.250000 Penalty: 4254.083984
	Iteration 3Q: 3 clusters Score -723812.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -723905.750000 Penalty: 4254.083984
	Iteration 4Q: 3 clusters Score -723905.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -723981.812500 Penalty: 4254.083984
	Iteration 5Q: 3 clusters Score -723981.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -724033.250000 Penalty: 4254.083984
	Iteration 6Q: 3 clusters Score -724033.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -724072.687500 Penalty: 4254.083984
	Iteration 7Q: 3 clusters Score -724072.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -724106.687500 Penalty: 4254.083984
	Iteration 8Q: 3 clusters Score -724106.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -724135.000000 Penalty: 4254.083984
	Iteration 9Q: 3 clusters Score -724135 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -724156.875000 Penalty: 4254.083984
	Iteration 10Q: 3 clusters Score -724156.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -724178.937500 Penalty: 4254.083984
	Iteration 11Q: 3 clusters Score -724178.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -724203.562500 Penalty: 4254.083984
	Iteration 12Q: 3 clusters Score -724203.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -724222.312500 Penalty: 4254.083984
	Iteration 13Q: 3 clusters Score -724222.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -724237.375000 Penalty: 4254.083984
	Iteration 14Q: 3 clusters Score -724237.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -724256.375000 Penalty: 4254.083984
	Iteration 15Q: 3 clusters Score -724256.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -724274.625000 Penalty: 4254.083984
	Iteration 16Q: 3 clusters Score -724274.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -724290.500000 Penalty: 4254.083984
	Iteration 17Q: 3 clusters Score -724290.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -724303.500000 Penalty: 4254.083984
	Iteration 18Q: 3 clusters Score -724303.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -724317.687500 Penalty: 4254.083984
	Iteration 19Q: 3 clusters Score -724317.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -724331.312500 Penalty: 4254.083984
	Iteration 20F: 3 clusters Score -724331.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -724351.500000 Penalty: 4254.083984
	Iteration 21Q: 3 clusters Score -724351.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -724372.312500 Penalty: 4254.083984
	Iteration 22Q: 3 clusters Score -724372.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -724393.625000 Penalty: 4254.083984
	Iteration 23Q: 3 clusters Score -724393.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -724415.437500 Penalty: 4254.083984
	Iteration 24Q: 3 clusters Score -724415.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -724444.750000 Penalty: 4254.083984
	Iteration 25Q: 3 clusters Score -724444.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -724477.750000 Penalty: 4254.083984
	Iteration 26Q: 3 clusters Score -724477.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -724501.625000 Penalty: 4254.083984
	Iteration 27Q: 3 clusters Score -724501.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -724526.062500 Penalty: 4254.083984
	Iteration 28Q: 3 clusters Score -724526.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -724541.500000 Penalty: 4254.083984
	Iteration 29Q: 3 clusters Score -724541.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -724555.687500 Penalty: 4254.083984
	Iteration 30Q: 3 clusters Score -724555.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -724574.375000 Penalty: 4254.083984
	Iteration 31Q: 3 clusters Score -724574.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -724586.812500 Penalty: 4254.083984
	Iteration 32Q: 3 clusters Score -724586.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -724599.125000 Penalty: 4254.083984
	Iteration 33Q: 3 clusters Score -724599.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -724616.937500 Penalty: 4254.083984
	Iteration 34Q: 3 clusters Score -724616.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -724637.062500 Penalty: 4254.083984
	Iteration 35Q: 3 clusters Score -724637.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -724658.000000 Penalty: 4254.083984
	Iteration 36Q: 3 clusters Score -724658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -724678.625000 Penalty: 4254.083984
	Iteration 37Q: 3 clusters Score -724678.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -724695.750000 Penalty: 4254.083984
	Iteration 38Q: 3 clusters Score -724695.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -724715.500000 Penalty: 4254.083984
	Iteration 39Q: 3 clusters Score -724715.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -724741.500000 Penalty: 4254.083984
	Iteration 40F: 3 clusters Score -724741.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -724760.875000 Penalty: 4254.083984
	Iteration 41Q: 3 clusters Score -724760.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -724779.687500 Penalty: 4254.083984
	Iteration 42Q: 3 clusters Score -724779.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -724805.812500 Penalty: 4254.083984
	Iteration 43Q: 3 clusters Score -724805.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -724833.250000 Penalty: 4254.083984
	Iteration 44Q: 3 clusters Score -724833.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -724862.125000 Penalty: 4254.083984
	Iteration 45Q: 3 clusters Score -724862.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -724890.000000 Penalty: 4254.083984
	Iteration 46Q: 3 clusters Score -724890 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -724913.687500 Penalty: 4254.083984
	Iteration 47Q: 3 clusters Score -724913.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -724941.750000 Penalty: 4254.083984
	Iteration 48Q: 3 clusters Score -724941.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -724967.125000 Penalty: 4254.083984
	Iteration 49Q: 3 clusters Score -724967.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -724990.812500 Penalty: 4254.083984
	Iteration 50Q: 3 clusters Score -724990.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -725007.875000 Penalty: 4254.083984
	Iteration 51Q: 3 clusters Score -725007.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -725026.500000 Penalty: 4254.083984
	Iteration 52Q: 3 clusters Score -725026.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -725041.250000 Penalty: 4254.083984
	Iteration 53Q: 3 clusters Score -725041.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -725059.562500 Penalty: 4254.083984
	Iteration 54Q: 3 clusters Score -725059.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -725077.250000 Penalty: 4254.083984
	Iteration 55Q: 3 clusters Score -725077.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -725087.562500 Penalty: 4254.083984
	Iteration 56Q: 3 clusters Score -725087.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -725097.750000 Penalty: 4254.083984
	Iteration 57Q: 3 clusters Score -725097.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -725110.375000 Penalty: 4254.083984
	Iteration 58Q: 3 clusters Score -725110.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -725119.312500 Penalty: 4254.083984
	Iteration 59Q: 3 clusters Score -725119.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -725122.625000 Penalty: 4254.083984
	Iteration 60F: 3 clusters Score -725122.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -725125.750000 Penalty: 4254.083984
	Iteration 61Q: 3 clusters Score -725125.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -725126.937500 Penalty: 4254.083984
	Iteration 62Q: 3 clusters Score -725126.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -725127.625000 Penalty: 4254.083984
	Iteration 63Q: 3 clusters Score -725127.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -725127.625000 Penalty: 4254.083984
	Iteration 64F: 3 clusters Score -725127.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (59262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Entering Unmasked Estep 
Score: -8320113.000000 Penalty: 2725.451416
	Iteration 0F: 2 clusters Score -8320113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -8280199.500000 Penalty: 5450.902832
	Iteration 0F: 3 clusters Score -8280200 nChanged 27613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -8295977.500000 Penalty: 5450.902832
	Iteration 1F: 3 clusters Score -8295978 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -8296989.500000 Penalty: 5450.902832
	Iteration 2Q: 3 clusters Score -8296990 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -8298402.500000 Penalty: 5450.902832
	Iteration 3F: 3 clusters Score -8298402 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -8300905.000000 Penalty: 5450.902832
	Iteration 4F: 3 clusters Score -8300905 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -8304946.500000 Penalty: 5450.902832
	Iteration 5F: 3 clusters Score -8304946 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -8310061.500000 Penalty: 5450.902832
	Iteration 6F: 3 clusters Score -8310062 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 55901 members 
Entering Unmasked Estep 
Score: -8314400.500000 Penalty: 5450.902832
	Iteration 7F: 3 clusters Score -8314400 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 58059 members 
Entering Unmasked Estep 
Score: -8316523.500000 Penalty: 5450.902832
	Iteration 8Q: 3 clusters Score -8316524 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 58783 members 
Entering Unmasked Estep 
Score: -8317257.500000 Penalty: 5450.902832
	Iteration 9Q: 3 clusters Score -8317258 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 58970 members 
Entering Unmasked Estep 
Score: -8317505.500000 Penalty: 5450.902832
	Iteration 10Q: 3 clusters Score -8317506 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 59030 members 
Entering Unmasked Estep 
Score: -8317611.000000 Penalty: 5450.902832
	Iteration 11Q: 3 clusters Score -8317611 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 59056 members 
Entering Unmasked Estep 
Score: -8317657.000000 Penalty: 5450.902832
	Iteration 12Q: 3 clusters Score -8317657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 59065 members 
Entering Unmasked Estep 
Score: -8317685.000000 Penalty: 5450.902832
	Iteration 13Q: 3 clusters Score -8317685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -8317698.000000 Penalty: 5450.902832
	Iteration 14Q: 3 clusters Score -8317698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 59074 members 
Entering Unmasked Estep 
Score: -8317709.000000 Penalty: 5450.902832
	Iteration 15Q: 3 clusters Score -8317709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 59076 members 
Entering Unmasked Estep 
Score: -8317709.000000 Penalty: 5450.902832
	Iteration 16Q: 3 clusters Score -8317709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 59077 members 
Entering Unmasked Estep 
Score: -8317709.500000 Penalty: 5450.902832
	Iteration 17Q: 3 clusters Score -8317710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 59078 members 
Entering Unmasked Estep 
Score: -8317709.000000 Penalty: 5450.902832
	Iteration 18Q: 3 clusters Score -8317709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 59078 members 
Entering Unmasked Estep 
Score: -8317710.500000 Penalty: 5450.902832
	Iteration 19Q: 3 clusters Score -8317710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 59080 members 
Entering Unmasked Estep 
Score: -8317721.000000 Penalty: 5450.902832
	Iteration 20F: 3 clusters Score -8317721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 59080 members 
Entering Unmasked Estep 
Score: -8317719.000000 Penalty: 5450.902832
	Iteration 21Q: 3 clusters Score -8317719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 59080 members 
Entering Unmasked Estep 
Score: -8317719.000000 Penalty: 5450.902832
	Iteration 22F: 3 clusters Score -8317719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Entering Unmasked Estep 
Score: -1118955.500000 Penalty: 2238.760254
	Iteration 0F: 2 clusters Score -1118956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1112254.750000 Penalty: 4477.520508
	Iteration 0F: 3 clusters Score -1112255 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1114238.875000 Penalty: 4477.520508
	Iteration 1F: 3 clusters Score -1114239 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1114817.125000 Penalty: 4477.520508
	Iteration 2F: 3 clusters Score -1114817 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1115489.375000 Penalty: 4477.520508
	Iteration 3F: 3 clusters Score -1115489 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1116138.125000 Penalty: 4477.520508
	Iteration 4F: 3 clusters Score -1116138 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1116729.875000 Penalty: 4477.520508
	Iteration 5F: 3 clusters Score -1116730 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1117168.750000 Penalty: 4477.520508
	Iteration 6F: 3 clusters Score -1117169 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1117484.125000 Penalty: 4477.520508
	Iteration 7Q: 3 clusters Score -1117484 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1117745.875000 Penalty: 4477.520508
	Iteration 8Q: 3 clusters Score -1117746 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1117922.500000 Penalty: 4477.520508
	Iteration 9Q: 3 clusters Score -1117922 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1118041.250000 Penalty: 4477.520508
	Iteration 10Q: 3 clusters Score -1118041 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1118146.625000 Penalty: 4477.520508
	Iteration 11Q: 3 clusters Score -1118147 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1118218.375000 Penalty: 4477.520508
	Iteration 12Q: 3 clusters Score -1118218 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1118267.125000 Penalty: 4477.520508
	Iteration 13Q: 3 clusters Score -1118267 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1118309.125000 Penalty: 4477.520508
	Iteration 14Q: 3 clusters Score -1118309 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1118345.000000 Penalty: 4477.520508
	Iteration 15Q: 3 clusters Score -1118345 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1118380.125000 Penalty: 4477.520508
	Iteration 16Q: 3 clusters Score -1118380 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1118414.375000 Penalty: 4477.520508
	Iteration 17Q: 3 clusters Score -1118414 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1118435.000000 Penalty: 4477.520508
	Iteration 18Q: 3 clusters Score -1118435 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1118450.000000 Penalty: 4477.520508
	Iteration 19Q: 3 clusters Score -1118450 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1118461.250000 Penalty: 4477.520508
	Iteration 20F: 3 clusters Score -1118461 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1118475.125000 Penalty: 4477.520508
	Iteration 21Q: 3 clusters Score -1118475 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1118484.375000 Penalty: 4477.520508
	Iteration 22Q: 3 clusters Score -1118484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1118494.375000 Penalty: 4477.520508
	Iteration 23Q: 3 clusters Score -1118494 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1118502.625000 Penalty: 4477.520508
	Iteration 24Q: 3 clusters Score -1118503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1118511.750000 Penalty: 4477.520508
	Iteration 25Q: 3 clusters Score -1118512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1118523.000000 Penalty: 4477.520508
	Iteration 26Q: 3 clusters Score -1118523 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1118529.250000 Penalty: 4477.520508
	Iteration 27Q: 3 clusters Score -1118529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1118535.375000 Penalty: 4477.520508
	Iteration 28Q: 3 clusters Score -1118535 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1118548.875000 Penalty: 4477.520508
	Iteration 29Q: 3 clusters Score -1118549 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1118562.750000 Penalty: 4477.520508
	Iteration 30Q: 3 clusters Score -1118563 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1118576.875000 Penalty: 4477.520508
	Iteration 31Q: 3 clusters Score -1118577 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1118587.125000 Penalty: 4477.520508
	Iteration 32Q: 3 clusters Score -1118587 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1118590.875000 Penalty: 4477.520508
	Iteration 33Q: 3 clusters Score -1118591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1118600.625000 Penalty: 4477.520508
	Iteration 34Q: 3 clusters Score -1118601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1118604.625000 Penalty: 4477.520508
	Iteration 35Q: 3 clusters Score -1118605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1118610.500000 Penalty: 4477.520508
	Iteration 36Q: 3 clusters Score -1118610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1118614.750000 Penalty: 4477.520508
	Iteration 37Q: 3 clusters Score -1118615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1118626.875000 Penalty: 4477.520508
	Iteration 38Q: 3 clusters Score -1118627 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1118639.625000 Penalty: 4477.520508
	Iteration 39Q: 3 clusters Score -1118640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1118648.125000 Penalty: 4477.520508
	Iteration 40F: 3 clusters Score -1118648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1118657.500000 Penalty: 4477.520508
	Iteration 41Q: 3 clusters Score -1118658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1118661.750000 Penalty: 4477.520508
	Iteration 42Q: 3 clusters Score -1118662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1118673.375000 Penalty: 4477.520508
	Iteration 43Q: 3 clusters Score -1118673 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1118685.625000 Penalty: 4477.520508
	Iteration 44Q: 3 clusters Score -1118686 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1118707.000000 Penalty: 4477.520508
	Iteration 45Q: 3 clusters Score -1118707 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1118724.625000 Penalty: 4477.520508
	Iteration 46Q: 3 clusters Score -1118725 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1118742.750000 Penalty: 4477.520508
	Iteration 47Q: 3 clusters Score -1118743 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1118757.000000 Penalty: 4477.520508
	Iteration 48Q: 3 clusters Score -1118757 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1118768.000000 Penalty: 4477.520508
	Iteration 49Q: 3 clusters Score -1118768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1118784.625000 Penalty: 4477.520508
	Iteration 50Q: 3 clusters Score -1118785 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1118796.125000 Penalty: 4477.520508
	Iteration 51Q: 3 clusters Score -1118796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1118804.000000 Penalty: 4477.520508
	Iteration 52Q: 3 clusters Score -1118804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1118806.500000 Penalty: 4477.520508
	Iteration 53Q: 3 clusters Score -1118806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1118808.125000 Penalty: 4477.520508
	Iteration 54Q: 3 clusters Score -1118808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1118812.125000 Penalty: 4477.520508
	Iteration 55Q: 3 clusters Score -1118812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1118812.250000 Penalty: 4477.520508
	Iteration 56Q: 3 clusters Score -1118812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1118810.500000 Penalty: 4477.520508
	Iteration 57Q: 3 clusters Score -1118810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1118812.625000 Penalty: 4477.520508
	Iteration 58Q: 3 clusters Score -1118813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1118814.625000 Penalty: 4477.520508
	Iteration 59Q: 3 clusters Score -1118815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1118815.000000 Penalty: 4477.520508
	Iteration 60F: 3 clusters Score -1118815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1118814.875000 Penalty: 4477.520508
	Iteration 61Q: 3 clusters Score -1118815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1118813.125000 Penalty: 4477.520508
	Iteration 62Q: 3 clusters Score -1118813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1118815.250000 Penalty: 4477.520508
	Iteration 63Q: 3 clusters Score -1118815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1118815.625000 Penalty: 4477.520508
	Iteration 64Q: 3 clusters Score -1118816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1118815.625000 Penalty: 4477.520508
	Iteration 65Q: 3 clusters Score -1118816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1118817.625000 Penalty: 4477.520508
	Iteration 66Q: 3 clusters Score -1118818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1118817.250000 Penalty: 4477.520508
	Iteration 67Q: 3 clusters Score -1118817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1118817.250000 Penalty: 4477.520508
	Iteration 68F: 3 clusters Score -1118817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (66798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66798 members 
Entering Unmasked Estep 
Score: -9343066.000000 Penalty: 2755.138184
	Iteration 0F: 2 clusters Score -9343066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -9298377.000000 Penalty: 5510.276367
	Iteration 0F: 3 clusters Score -9298377 nChanged 31187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -9315995.000000 Penalty: 5510.276367
	Iteration 1F: 3 clusters Score -9315995 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -9316649.000000 Penalty: 5510.276367
	Iteration 2Q: 3 clusters Score -9316649 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -9317211.000000 Penalty: 5510.276367
	Iteration 3Q: 3 clusters Score -9317211 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -9317918.000000 Penalty: 5510.276367
	Iteration 4Q: 3 clusters Score -9317918 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -9318660.000000 Penalty: 5510.276367
	Iteration 5Q: 3 clusters Score -9318660 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -9319553.000000 Penalty: 5510.276367
	Iteration 6Q: 3 clusters Score -9319553 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -9320813.000000 Penalty: 5510.276367
	Iteration 7Q: 3 clusters Score -9320813 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -9322662.000000 Penalty: 5510.276367
	Iteration 8F: 3 clusters Score -9322662 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -9325120.000000 Penalty: 5510.276367
	Iteration 9F: 3 clusters Score -9325120 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51184 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -9328337.000000 Penalty: 5510.276367
	Iteration 10F: 3 clusters Score -9328337 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -9331865.000000 Penalty: 5510.276367
	Iteration 11F: 3 clusters Score -9331865 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58783 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -9334969.000000 Penalty: 5510.276367
	Iteration 12F: 3 clusters Score -9334969 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61383 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -9337348.000000 Penalty: 5510.276367
	Iteration 13Q: 3 clusters Score -9337348 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63041 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -9338912.000000 Penalty: 5510.276367
	Iteration 14Q: 3 clusters Score -9338912 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63972 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -9339779.000000 Penalty: 5510.276367
	Iteration 15Q: 3 clusters Score -9339779 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64473 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -9340291.000000 Penalty: 5510.276367
	Iteration 16Q: 3 clusters Score -9340291 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64783 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -9340623.000000 Penalty: 5510.276367
	Iteration 17Q: 3 clusters Score -9340623 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64978 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -9340791.000000 Penalty: 5510.276367
	Iteration 18Q: 3 clusters Score -9340791 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65105 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -9340872.000000 Penalty: 5510.276367
	Iteration 19Q: 3 clusters Score -9340872 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65216 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -9340915.000000 Penalty: 5510.276367
	Iteration 20F: 3 clusters Score -9340915 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65300 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -9340980.000000 Penalty: 5510.276367
	Iteration 21Q: 3 clusters Score -9340980 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65362 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -9341008.000000 Penalty: 5510.276367
	Iteration 22Q: 3 clusters Score -9341008 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -9341032.000000 Penalty: 5510.276367
	Iteration 23Q: 3 clusters Score -9341032 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65447 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -9341058.000000 Penalty: 5510.276367
	Iteration 24Q: 3 clusters Score -9341058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65475 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -9341074.000000 Penalty: 5510.276367
	Iteration 25Q: 3 clusters Score -9341074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65506 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -9341070.000000 Penalty: 5510.276367
	Iteration 26Q: 3 clusters Score -9341070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65526 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -9341084.000000 Penalty: 5510.276367
	Iteration 27Q: 3 clusters Score -9341084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65546 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -9341102.000000 Penalty: 5510.276367
	Iteration 28Q: 3 clusters Score -9341102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65563 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -9341099.000000 Penalty: 5510.276367
	Iteration 29Q: 3 clusters Score -9341099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65584 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9341107.000000 Penalty: 5510.276367
	Iteration 30Q: 3 clusters Score -9341107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65597 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9341114.000000 Penalty: 5510.276367
	Iteration 31Q: 3 clusters Score -9341114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65601 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -9341108.000000 Penalty: 5510.276367
	Iteration 32Q: 3 clusters Score -9341108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -9341114.000000 Penalty: 5510.276367
	Iteration 33Q: 3 clusters Score -9341114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -9341112.000000 Penalty: 5510.276367
	Iteration 34Q: 3 clusters Score -9341112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65617 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -9341117.000000 Penalty: 5510.276367
	Iteration 35Q: 3 clusters Score -9341117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65624 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -9341118.000000 Penalty: 5510.276367
	Iteration 36Q: 3 clusters Score -9341118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65626 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -9341122.000000 Penalty: 5510.276367
	Iteration 37Q: 3 clusters Score -9341122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65628 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -9341120.000000 Penalty: 5510.276367
	Iteration 38Q: 3 clusters Score -9341120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65629 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -9341118.000000 Penalty: 5510.276367
	Iteration 39Q: 3 clusters Score -9341118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65631 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -9341118.000000 Penalty: 5510.276367
	Iteration 40F: 3 clusters Score -9341118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65634 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -9341118.000000 Penalty: 5510.276367
	Iteration 41Q: 3 clusters Score -9341118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65636 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -9341122.000000 Penalty: 5510.276367
	Iteration 42Q: 3 clusters Score -9341122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65637 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -9341118.000000 Penalty: 5510.276367
	Iteration 43Q: 3 clusters Score -9341118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65637 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -9341118.000000 Penalty: 5510.276367
	Iteration 44F: 3 clusters Score -9341118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -95599.953125 Penalty: 1639.118652
	Iteration 0F: 2 clusters Score -95599.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -93870.226562 Penalty: 3278.237305
	Iteration 0F: 3 clusters Score -93870.23 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -94143.789062 Penalty: 3278.237305
	Iteration 1F: 3 clusters Score -94143.79 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -94229.703125 Penalty: 3278.237305
	Iteration 2F: 3 clusters Score -94229.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -94272.539062 Penalty: 3278.237305
	Iteration 3Q: 3 clusters Score -94272.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -94315.929688 Penalty: 3278.237305
	Iteration 4Q: 3 clusters Score -94315.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -94361.031250 Penalty: 3278.237305
	Iteration 5Q: 3 clusters Score -94361.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -94392.210938 Penalty: 3278.237305
	Iteration 6Q: 3 clusters Score -94392.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -94406.703125 Penalty: 3278.237305
	Iteration 7Q: 3 clusters Score -94406.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -94430.203125 Penalty: 3278.237305
	Iteration 8Q: 3 clusters Score -94430.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -94451.937500 Penalty: 3278.237305
	Iteration 9Q: 3 clusters Score -94451.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -94506.171875 Penalty: 3278.237305
	Iteration 10Q: 3 clusters Score -94506.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -94547.593750 Penalty: 3278.237305
	Iteration 11Q: 3 clusters Score -94547.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -94598.765625 Penalty: 3278.237305
	Iteration 12Q: 3 clusters Score -94598.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -94618.570312 Penalty: 3278.237305
	Iteration 13Q: 3 clusters Score -94618.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -94622.921875 Penalty: 3278.237305
	Iteration 14Q: 3 clusters Score -94622.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -94627.828125 Penalty: 3278.237305
	Iteration 15Q: 3 clusters Score -94627.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -94630.039062 Penalty: 3278.237305
	Iteration 16Q: 3 clusters Score -94630.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -94631.867188 Penalty: 3278.237305
	Iteration 17Q: 3 clusters Score -94631.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -94634.070312 Penalty: 3278.237305
	Iteration 18Q: 3 clusters Score -94634.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -94635.101562 Penalty: 3278.237305
	Iteration 19Q: 3 clusters Score -94635.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -94635.101562 Penalty: 3278.237305
	Iteration 20F: 3 clusters Score -94635.1 nChanged 0
--- Evaluating fit on full set of 3160532 points ---
Entering Unmasked Estep 
Score: -420067296.000000 Penalty: 111348.914062
22->31 Clusters: Score -420067296.000000, best is -420402016.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1053510 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 47872 members 
Mstep: Class 3 contains 47755 members 
Mstep: Class 4 contains 47801 members 
Mstep: Class 5 contains 48002 members 
Mstep: Class 6 contains 47685 members 
Mstep: Class 7 contains 48077 members 
Mstep: Class 8 contains 48063 members 
Mstep: Class 9 contains 47864 members 
Mstep: Class 10 contains 47715 members 
Mstep: Class 11 contains 47842 members 
Mstep: Class 12 contains 47695 members 
Mstep: Class 13 contains 47664 members 
Mstep: Class 14 contains 47557 members 
Mstep: Class 15 contains 48243 members 
Mstep: Class 16 contains 47204 members 
Mstep: Class 17 contains 48233 members 
Mstep: Class 18 contains 47763 members 
Mstep: Class 19 contains 48163 members 
Mstep: Class 20 contains 47990 members 
Mstep: Class 21 contains 47986 members 
Mstep: Class 22 contains 48066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 786.007629 but Gain 3439.171875
Score: -138032832.000000 Penalty: 72222.656250
Iteration 0F: 22 clusters Score -1.380328e+08 nChanged 1000952
Entering Unmasked Mstep 
Mstep: Class 0 contains 1318 members 
Mstep: Class 1 contains 113010 members 
Mstep: Class 2 contains 125015 members 
Mstep: Class 3 contains 27738 members 
Mstep: Class 4 contains 27424 members 
Mstep: Class 5 contains 60411 members 
Mstep: Class 7 contains 33216 members 
Mstep: Class 8 contains 58213 members 
Mstep: Class 9 contains 39007 members 
Mstep: Class 10 contains 56102 members 
Mstep: Class 11 contains 32410 members 
Mstep: Class 12 contains 37213 members 
Mstep: Class 13 contains 23055 members 
Mstep: Class 14 contains 27407 members 
Mstep: Class 15 contains 21684 members 
Mstep: Class 16 contains 28127 members 
Mstep: Class 17 contains 100130 members 
Mstep: Class 18 contains 77418 members 
Mstep: Class 19 contains 57252 members 
Mstep: Class 20 contains 31098 members 
Mstep: Class 21 contains 23545 members 
Mstep: Class 22 contains 52717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140816560.000000 Penalty: 72222.656250
Iteration 1F: 22 clusters Score -1.408166e+08 nChanged 434340
Entering Unmasked Mstep 
Mstep: Class 0 contains 395 members 
Mstep: Class 1 contains 126546 members 
Mstep: Class 2 contains 151826 members 
Mstep: Class 3 contains 23626 members 
Mstep: Class 4 contains 19106 members 
Mstep: Class 5 contains 90022 members 
Mstep: Class 7 contains 24988 members 
Mstep: Class 8 contains 48773 members 
Mstep: Class 9 contains 32916 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 21772 members 
Mstep: Class 12 contains 36831 members 
Mstep: Class 13 contains 15165 members 
Mstep: Class 14 contains 24064 members 
Mstep: Class 15 contains 12190 members 
Mstep: Class 16 contains 32519 members 
Mstep: Class 17 contains 83404 members 
Mstep: Class 18 contains 75639 members 
Mstep: Class 19 contains 105502 members 
Mstep: Class 20 contains 22070 members 
Mstep: Class 21 contains 14820 members 
Mstep: Class 22 contains 55172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727136.000000 Penalty: 72222.656250
Iteration 2F: 22 clusters Score -1.417271e+08 nChanged 297026
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 133852 members 
Mstep: Class 2 contains 204770 members 
Mstep: Class 3 contains 18930 members 
Mstep: Class 4 contains 17145 members 
Mstep: Class 5 contains 110737 members 
Mstep: Class 7 contains 17790 members 
Mstep: Class 8 contains 52816 members 
Mstep: Class 9 contains 32288 members 
Mstep: Class 10 contains 26904 members 
Mstep: Class 11 contains 7994 members 
Mstep: Class 12 contains 33298 members 
Mstep: Class 13 contains 10222 members 
Mstep: Class 14 contains 17874 members 
Mstep: Class 15 contains 5285 members 
Mstep: Class 16 contains 28029 members 
Mstep: Class 17 contains 69783 members 
Mstep: Class 18 contains 53687 members 
Mstep: Class 19 contains 136402 members 
Mstep: Class 20 contains 16282 members 
Mstep: Class 21 contains 12892 members 
Mstep: Class 22 contains 46405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142096256.000000 Penalty: 72222.656250
Iteration 3F: 22 clusters Score -1.420963e+08 nChanged 209510
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 135088 members 
Mstep: Class 2 contains 256487 members 
Mstep: Class 3 contains 17402 members 
Mstep: Class 4 contains 17066 members 
Mstep: Class 5 contains 121534 members 
Mstep: Class 7 contains 15396 members 
Mstep: Class 8 contains 55547 members 
Mstep: Class 9 contains 34409 members 
Mstep: Class 10 contains 22333 members 
Mstep: Class 11 contains 2362 members 
Mstep: Class 12 contains 27638 members 
Mstep: Class 13 contains 7746 members 
Mstep: Class 14 contains 10985 members 
Mstep: Class 15 contains 1481 members 
Mstep: Class 16 contains 19401 members 
Mstep: Class 17 contains 54606 members 
Mstep: Class 18 contains 38703 members 
Mstep: Class 19 contains 150987 members 
Mstep: Class 20 contains 15816 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 36105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142283072.000000 Penalty: 72222.656250
Iteration 4F: 22 clusters Score -1.422831e+08 nChanged 173603
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 136432 members 
Mstep: Class 2 contains 283568 members 
Mstep: Class 3 contains 18091 members 
Mstep: Class 4 contains 16767 members 
Mstep: Class 5 contains 132676 members 
Mstep: Class 7 contains 14488 members 
Mstep: Class 8 contains 55333 members 
Mstep: Class 9 contains 36074 members 
Mstep: Class 10 contains 19449 members 
Mstep: Class 11 contains 1481 members 
Mstep: Class 12 contains 22956 members 
Mstep: Class 13 contains 6751 members 
Mstep: Class 14 contains 6445 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 12859 members 
Mstep: Class 17 contains 40191 members 
Mstep: Class 18 contains 31664 members 
Mstep: Class 19 contains 159990 members 
Mstep: Class 20 contains 18398 members 
Mstep: Class 21 contains 11876 members 
Mstep: Class 22 contains 27390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142378272.000000 Penalty: 72222.656250
Iteration 5F: 22 clusters Score -1.423783e+08 nChanged 137652
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 142058 members 
Mstep: Class 2 contains 273679 members 
Mstep: Class 3 contains 20299 members 
Mstep: Class 4 contains 16008 members 
Mstep: Class 5 contains 151057 members 
Mstep: Class 7 contains 14034 members 
Mstep: Class 8 contains 54415 members 
Mstep: Class 9 contains 37007 members 
Mstep: Class 10 contains 17822 members 
Mstep: Class 11 contains 1446 members 
Mstep: Class 12 contains 20370 members 
Mstep: Class 13 contains 6649 members 
Mstep: Class 14 contains 4143 members 
Mstep: Class 15 contains 483 members 
Mstep: Class 16 contains 9795 members 
Mstep: Class 17 contains 28369 members 
Mstep: Class 18 contains 30207 members 
Mstep: Class 19 contains 168167 members 
Mstep: Class 20 contains 22681 members 
Mstep: Class 21 contains 12142 members 
Mstep: Class 22 contains 22660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2890.278809 but Gain 3439.171875
Score: -142475984.000000 Penalty: 68783.484375
Iteration 6F: 21 clusters Score -1.42476e+08 nChanged 109925
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 147158 members 
Mstep: Class 2 contains 259618 members 
Mstep: Class 3 contains 22889 members 
Mstep: Class 4 contains 15134 members 
Mstep: Class 5 contains 173418 members 
Mstep: Class 7 contains 13443 members 
Mstep: Class 8 contains 52686 members 
Mstep: Class 9 contains 36676 members 
Mstep: Class 10 contains 16925 members 
Mstep: Class 11 contains 1356 members 
Mstep: Class 12 contains 19247 members 
Mstep: Class 13 contains 7121 members 
Mstep: Class 15 contains 710 members 
Mstep: Class 16 contains 8716 members 
Mstep: Class 17 contains 20505 members 
Mstep: Class 18 contains 30153 members 
Mstep: Class 19 contains 169164 members 
Mstep: Class 20 contains 25502 members 
Mstep: Class 21 contains 12981 members 
Mstep: Class 22 contains 20093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142564480.000000 Penalty: 68783.484375
Iteration 7F: 21 clusters Score -1.425645e+08 nChanged 89320
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 149701 members 
Mstep: Class 2 contains 244656 members 
Mstep: Class 3 contains 25607 members 
Mstep: Class 4 contains 13958 members 
Mstep: Class 5 contains 197025 members 
Mstep: Class 7 contains 12803 members 
Mstep: Class 8 contains 49935 members 
Mstep: Class 9 contains 35401 members 
Mstep: Class 10 contains 16566 members 
Mstep: Class 11 contains 1356 members 
Mstep: Class 12 contains 18694 members 
Mstep: Class 13 contains 7865 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 8672 members 
Mstep: Class 17 contains 15689 members 
Mstep: Class 18 contains 30777 members 
Mstep: Class 19 contains 164062 members 
Mstep: Class 20 contains 26896 members 
Mstep: Class 21 contains 14293 members 
Mstep: Class 22 contains 18644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142631424.000000 Penalty: 68783.484375
Iteration 8F: 21 clusters Score -1.426314e+08 nChanged 78698
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 150175 members 
Mstep: Class 2 contains 231390 members 
Mstep: Class 3 contains 28077 members 
Mstep: Class 4 contains 12835 members 
Mstep: Class 5 contains 220558 members 
Mstep: Class 7 contains 12176 members 
Mstep: Class 8 contains 47192 members 
Mstep: Class 9 contains 33385 members 
Mstep: Class 10 contains 16445 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 18781 members 
Mstep: Class 13 contains 8712 members 
Mstep: Class 15 contains 963 members 
Mstep: Class 16 contains 9262 members 
Mstep: Class 17 contains 12055 members 
Mstep: Class 18 contains 32324 members 
Mstep: Class 19 contains 155688 members 
Mstep: Class 20 contains 28199 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 17649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142675616.000000 Penalty: 68783.484375
Iteration 9F: 21 clusters Score -1.426756e+08 nChanged 72145
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 148970 members 
Mstep: Class 2 contains 216602 members 
Mstep: Class 3 contains 30138 members 
Mstep: Class 4 contains 12033 members 
Mstep: Class 5 contains 241802 members 
Mstep: Class 7 contains 11759 members 
Mstep: Class 8 contains 44744 members 
Mstep: Class 9 contains 30743 members 
Mstep: Class 10 contains 16495 members 
Mstep: Class 11 contains 1433 members 
Mstep: Class 12 contains 19279 members 
Mstep: Class 13 contains 9572 members 
Mstep: Class 15 contains 1042 members 
Mstep: Class 16 contains 10273 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 34638 members 
Mstep: Class 19 contains 149740 members 
Mstep: Class 20 contains 29583 members 
Mstep: Class 21 contains 18877 members 
Mstep: Class 22 contains 16999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142715024.000000 Penalty: 68783.484375
Iteration 10F: 21 clusters Score -1.42715e+08 nChanged 69329
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 146957 members 
Mstep: Class 2 contains 205268 members 
Mstep: Class 3 contains 31726 members 
Mstep: Class 4 contains 11471 members 
Mstep: Class 5 contains 257300 members 
Mstep: Class 7 contains 11407 members 
Mstep: Class 8 contains 41974 members 
Mstep: Class 9 contains 27467 members 
Mstep: Class 10 contains 16669 members 
Mstep: Class 11 contains 1458 members 
Mstep: Class 12 contains 19998 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 15 contains 1204 members 
Mstep: Class 16 contains 11404 members 
Mstep: Class 17 contains 6075 members 
Mstep: Class 18 contains 36733 members 
Mstep: Class 19 contains 146824 members 
Mstep: Class 20 contains 30899 members 
Mstep: Class 21 contains 22247 members 
Mstep: Class 22 contains 16028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142730304.000000 Penalty: 68783.484375
Iteration 11F: 21 clusters Score -1.427303e+08 nChanged 63976
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 145739 members 
Mstep: Class 2 contains 200027 members 
Mstep: Class 3 contains 32984 members 
Mstep: Class 4 contains 11132 members 
Mstep: Class 5 contains 263119 members 
Mstep: Class 7 contains 11028 members 
Mstep: Class 8 contains 38979 members 
Mstep: Class 9 contains 23859 members 
Mstep: Class 10 contains 16857 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 20993 members 
Mstep: Class 13 contains 11179 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 12734 members 
Mstep: Class 17 contains 4620 members 
Mstep: Class 18 contains 37962 members 
Mstep: Class 19 contains 145672 members 
Mstep: Class 20 contains 32433 members 
Mstep: Class 21 contains 26309 members 
Mstep: Class 22 contains 15032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142735376.000000 Penalty: 68783.484375
Iteration 12F: 21 clusters Score -1.427354e+08 nChanged 52803
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 145594 members 
Mstep: Class 2 contains 197256 members 
Mstep: Class 3 contains 34168 members 
Mstep: Class 4 contains 10821 members 
Mstep: Class 5 contains 262280 members 
Mstep: Class 7 contains 10727 members 
Mstep: Class 8 contains 36139 members 
Mstep: Class 9 contains 20477 members 
Mstep: Class 10 contains 17096 members 
Mstep: Class 11 contains 1484 members 
Mstep: Class 12 contains 22184 members 
Mstep: Class 13 contains 11954 members 
Mstep: Class 15 contains 1426 members 
Mstep: Class 16 contains 14181 members 
Mstep: Class 17 contains 4359 members 
Mstep: Class 18 contains 38606 members 
Mstep: Class 19 contains 146049 members 
Mstep: Class 20 contains 33934 members 
Mstep: Class 21 contains 30711 members 
Mstep: Class 22 contains 14051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142745536.000000 Penalty: 68783.484375
Iteration 13F: 21 clusters Score -1.427455e+08 nChanged 44051
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 145739 members 
Mstep: Class 2 contains 195052 members 
Mstep: Class 3 contains 35276 members 
Mstep: Class 4 contains 10546 members 
Mstep: Class 5 contains 259315 members 
Mstep: Class 7 contains 10568 members 
Mstep: Class 8 contains 33586 members 
Mstep: Class 9 contains 17593 members 
Mstep: Class 10 contains 17306 members 
Mstep: Class 11 contains 1489 members 
Mstep: Class 12 contains 23516 members 
Mstep: Class 13 contains 12708 members 
Mstep: Class 15 contains 1432 members 
Mstep: Class 16 contains 15712 members 
Mstep: Class 17 contains 4566 members 
Mstep: Class 18 contains 39073 members 
Mstep: Class 19 contains 146855 members 
Mstep: Class 20 contains 35042 members 
Mstep: Class 21 contains 35041 members 
Mstep: Class 22 contains 13082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142758144.000000 Penalty: 68783.484375
Iteration 14Q: 21 clusters Score -1.427581e+08 nChanged 37346
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 145650 members 
Mstep: Class 2 contains 192376 members 
Mstep: Class 3 contains 36380 members 
Mstep: Class 4 contains 10288 members 
Mstep: Class 5 contains 256156 members 
Mstep: Class 7 contains 10487 members 
Mstep: Class 8 contains 31332 members 
Mstep: Class 9 contains 15197 members 
Mstep: Class 10 contains 17440 members 
Mstep: Class 11 contains 1495 members 
Mstep: Class 12 contains 24978 members 
Mstep: Class 13 contains 13453 members 
Mstep: Class 15 contains 1434 members 
Mstep: Class 16 contains 17315 members 
Mstep: Class 17 contains 4896 members 
Mstep: Class 18 contains 39494 members 
Mstep: Class 19 contains 147929 members 
Mstep: Class 20 contains 35876 members 
Mstep: Class 21 contains 39054 members 
Mstep: Class 22 contains 12267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142770208.000000 Penalty: 68783.484375
Iteration 15Q: 21 clusters Score -1.427702e+08 nChanged 31948
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 145315 members 
Mstep: Class 2 contains 189437 members 
Mstep: Class 3 contains 37466 members 
Mstep: Class 4 contains 10043 members 
Mstep: Class 5 contains 252887 members 
Mstep: Class 7 contains 10450 members 
Mstep: Class 8 contains 29334 members 
Mstep: Class 9 contains 13365 members 
Mstep: Class 10 contains 17475 members 
Mstep: Class 11 contains 1494 members 
Mstep: Class 12 contains 26552 members 
Mstep: Class 13 contains 14129 members 
Mstep: Class 15 contains 1441 members 
Mstep: Class 16 contains 18921 members 
Mstep: Class 17 contains 5236 members 
Mstep: Class 18 contains 39941 members 
Mstep: Class 19 contains 149361 members 
Mstep: Class 20 contains 36522 members 
Mstep: Class 21 contains 42479 members 
Mstep: Class 22 contains 11649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142781184.000000 Penalty: 68783.484375
Iteration 16Q: 21 clusters Score -1.427812e+08 nChanged 27757
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 144633 members 
Mstep: Class 2 contains 186085 members 
Mstep: Class 3 contains 38558 members 
Mstep: Class 4 contains 9786 members 
Mstep: Class 5 contains 250168 members 
Mstep: Class 7 contains 10429 members 
Mstep: Class 8 contains 27651 members 
Mstep: Class 9 contains 12043 members 
Mstep: Class 10 contains 17453 members 
Mstep: Class 11 contains 1491 members 
Mstep: Class 12 contains 28167 members 
Mstep: Class 13 contains 14784 members 
Mstep: Class 15 contains 1440 members 
Mstep: Class 16 contains 20548 members 
Mstep: Class 17 contains 5546 members 
Mstep: Class 18 contains 40334 members 
Mstep: Class 19 contains 150896 members 
Mstep: Class 20 contains 37050 members 
Mstep: Class 21 contains 45224 members 
Mstep: Class 22 contains 11211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790288.000000 Penalty: 68783.484375
Iteration 17Q: 21 clusters Score -1.427903e+08 nChanged 24300
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 143880 members 
Mstep: Class 2 contains 182517 members 
Mstep: Class 3 contains 39581 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 247853 members 
Mstep: Class 7 contains 10383 members 
Mstep: Class 8 contains 26207 members 
Mstep: Class 9 contains 11055 members 
Mstep: Class 10 contains 17401 members 
Mstep: Class 11 contains 1487 members 
Mstep: Class 12 contains 29846 members 
Mstep: Class 13 contains 15394 members 
Mstep: Class 15 contains 1443 members 
Mstep: Class 16 contains 22059 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 40683 members 
Mstep: Class 19 contains 152372 members 
Mstep: Class 20 contains 37511 members 
Mstep: Class 21 contains 47522 members 
Mstep: Class 22 contains 10905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142797584.000000 Penalty: 68783.484375
Iteration 18Q: 21 clusters Score -1.427976e+08 nChanged 21612
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 143007 members 
Mstep: Class 2 contains 179022 members 
Mstep: Class 3 contains 40617 members 
Mstep: Class 4 contains 9360 members 
Mstep: Class 5 contains 245721 members 
Mstep: Class 7 contains 10354 members 
Mstep: Class 8 contains 24998 members 
Mstep: Class 9 contains 10272 members 
Mstep: Class 10 contains 17297 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 31537 members 
Mstep: Class 13 contains 15971 members 
Mstep: Class 15 contains 1449 members 
Mstep: Class 16 contains 23456 members 
Mstep: Class 17 contains 6046 members 
Mstep: Class 18 contains 40992 members 
Mstep: Class 19 contains 153880 members 
Mstep: Class 20 contains 37921 members 
Mstep: Class 21 contains 49395 members 
Mstep: Class 22 contains 10716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803024.000000 Penalty: 68783.484375
Iteration 19Q: 21 clusters Score -1.42803e+08 nChanged 19672
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 141981 members 
Mstep: Class 2 contains 175694 members 
Mstep: Class 3 contains 41611 members 
Mstep: Class 4 contains 9227 members 
Mstep: Class 5 contains 243767 members 
Mstep: Class 7 contains 10375 members 
Mstep: Class 8 contains 24054 members 
Mstep: Class 9 contains 9597 members 
Mstep: Class 10 contains 17157 members 
Mstep: Class 11 contains 1492 members 
Mstep: Class 12 contains 33130 members 
Mstep: Class 13 contains 16527 members 
Mstep: Class 15 contains 1452 members 
Mstep: Class 16 contains 24789 members 
Mstep: Class 17 contains 6223 members 
Mstep: Class 18 contains 41278 members 
Mstep: Class 19 contains 155319 members 
Mstep: Class 20 contains 38243 members 
Mstep: Class 21 contains 50976 members 
Mstep: Class 22 contains 10605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142809456.000000 Penalty: 68783.484375
Iteration 20F: 21 clusters Score -1.428095e+08 nChanged 18414
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140789 members 
Mstep: Class 2 contains 172686 members 
Mstep: Class 3 contains 42539 members 
Mstep: Class 4 contains 9093 members 
Mstep: Class 5 contains 241990 members 
Mstep: Class 7 contains 10352 members 
Mstep: Class 8 contains 23177 members 
Mstep: Class 9 contains 9018 members 
Mstep: Class 10 contains 17006 members 
Mstep: Class 11 contains 1494 members 
Mstep: Class 12 contains 34712 members 
Mstep: Class 13 contains 17063 members 
Mstep: Class 15 contains 1458 members 
Mstep: Class 16 contains 26082 members 
Mstep: Class 17 contains 6469 members 
Mstep: Class 18 contains 41510 members 
Mstep: Class 19 contains 156573 members 
Mstep: Class 20 contains 38485 members 
Mstep: Class 21 contains 52380 members 
Mstep: Class 22 contains 10621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142814832.000000 Penalty: 68783.484375
Iteration 21Q: 21 clusters Score -1.428148e+08 nChanged 17326
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 139642 members 
Mstep: Class 2 contains 169851 members 
Mstep: Class 3 contains 43413 members 
Mstep: Class 4 contains 9016 members 
Mstep: Class 5 contains 240251 members 
Mstep: Class 7 contains 10384 members 
Mstep: Class 8 contains 22442 members 
Mstep: Class 9 contains 8560 members 
Mstep: Class 10 contains 16834 members 
Mstep: Class 11 contains 1493 members 
Mstep: Class 12 contains 36201 members 
Mstep: Class 13 contains 17547 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 16 contains 27305 members 
Mstep: Class 17 contains 6671 members 
Mstep: Class 18 contains 41684 members 
Mstep: Class 19 contains 157828 members 
Mstep: Class 20 contains 38697 members 
Mstep: Class 21 contains 53534 members 
Mstep: Class 22 contains 10682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142820272.000000 Penalty: 68783.484375
Iteration 22Q: 21 clusters Score -1.428203e+08 nChanged 16255
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 138609 members 
Mstep: Class 2 contains 167201 members 
Mstep: Class 3 contains 44237 members 
Mstep: Class 4 contains 8965 members 
Mstep: Class 5 contains 238712 members 
Mstep: Class 7 contains 10465 members 
Mstep: Class 8 contains 21809 members 
Mstep: Class 9 contains 8164 members 
Mstep: Class 10 contains 16631 members 
Mstep: Class 11 contains 1496 members 
Mstep: Class 12 contains 37673 members 
Mstep: Class 13 contains 18012 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 16 contains 28413 members 
Mstep: Class 17 contains 6829 members 
Mstep: Class 18 contains 41843 members 
Mstep: Class 19 contains 158733 members 
Mstep: Class 20 contains 38857 members 
Mstep: Class 21 contains 54576 members 
Mstep: Class 22 contains 10810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142824928.000000 Penalty: 68783.484375
Iteration 23Q: 21 clusters Score -1.428249e+08 nChanged 15350
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 137557 members 
Mstep: Class 2 contains 164889 members 
Mstep: Class 3 contains 44953 members 
Mstep: Class 4 contains 8900 members 
Mstep: Class 5 contains 237319 members 
Mstep: Class 7 contains 10652 members 
Mstep: Class 8 contains 21297 members 
Mstep: Class 9 contains 7805 members 
Mstep: Class 10 contains 16426 members 
Mstep: Class 11 contains 1496 members 
Mstep: Class 12 contains 39110 members 
Mstep: Class 13 contains 18466 members 
Mstep: Class 15 contains 1463 members 
Mstep: Class 16 contains 29400 members 
Mstep: Class 17 contains 6950 members 
Mstep: Class 18 contains 41975 members 
Mstep: Class 19 contains 159309 members 
Mstep: Class 20 contains 39052 members 
Mstep: Class 21 contains 55503 members 
Mstep: Class 22 contains 10975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142829728.000000 Penalty: 68783.484375
Iteration 24Q: 21 clusters Score -1.428297e+08 nChanged 14622
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 136561 members 
Mstep: Class 2 contains 162761 members 
Mstep: Class 3 contains 45564 members 
Mstep: Class 4 contains 8847 members 
Mstep: Class 5 contains 236042 members 
Mstep: Class 7 contains 10932 members 
Mstep: Class 8 contains 20871 members 
Mstep: Class 9 contains 7531 members 
Mstep: Class 10 contains 16214 members 
Mstep: Class 11 contains 1495 members 
Mstep: Class 12 contains 40518 members 
Mstep: Class 13 contains 18867 members 
Mstep: Class 15 contains 1464 members 
Mstep: Class 16 contains 30334 members 
Mstep: Class 17 contains 7058 members 
Mstep: Class 18 contains 42088 members 
Mstep: Class 19 contains 159664 members 
Mstep: Class 20 contains 39222 members 
Mstep: Class 21 contains 56299 members 
Mstep: Class 22 contains 11165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142833200.000000 Penalty: 68783.484375
Iteration 25Q: 21 clusters Score -1.428332e+08 nChanged 13910
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 135689 members 
Mstep: Class 2 contains 160945 members 
Mstep: Class 3 contains 46076 members 
Mstep: Class 4 contains 8850 members 
Mstep: Class 5 contains 234671 members 
Mstep: Class 7 contains 11257 members 
Mstep: Class 8 contains 20569 members 
Mstep: Class 9 contains 7296 members 
Mstep: Class 10 contains 16000 members 
Mstep: Class 11 contains 1496 members 
Mstep: Class 12 contains 41812 members 
Mstep: Class 13 contains 19267 members 
Mstep: Class 15 contains 1463 members 
Mstep: Class 16 contains 31209 members 
Mstep: Class 17 contains 7133 members 
Mstep: Class 18 contains 42193 members 
Mstep: Class 19 contains 159899 members 
Mstep: Class 20 contains 39383 members 
Mstep: Class 21 contains 56895 members 
Mstep: Class 22 contains 11394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142836176.000000 Penalty: 68783.484375
Iteration 26Q: 21 clusters Score -1.428362e+08 nChanged 13284
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 134893 members 
Mstep: Class 2 contains 159386 members 
Mstep: Class 3 contains 46538 members 
Mstep: Class 4 contains 8882 members 
Mstep: Class 5 contains 233283 members 
Mstep: Class 7 contains 11636 members 
Mstep: Class 8 contains 20320 members 
Mstep: Class 9 contains 7088 members 
Mstep: Class 10 contains 15796 members 
Mstep: Class 11 contains 1498 members 
Mstep: Class 12 contains 43067 members 
Mstep: Class 13 contains 19653 members 
Mstep: Class 15 contains 1464 members 
Mstep: Class 16 contains 31973 members 
Mstep: Class 17 contains 7177 members 
Mstep: Class 18 contains 42280 members 
Mstep: Class 19 contains 159960 members 
Mstep: Class 20 contains 39519 members 
Mstep: Class 21 contains 57444 members 
Mstep: Class 22 contains 11640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142840064.000000 Penalty: 68783.484375
Iteration 27Q: 21 clusters Score -1.428401e+08 nChanged 12495
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 134127 members 
Mstep: Class 2 contains 157955 members 
Mstep: Class 3 contains 46996 members 
Mstep: Class 4 contains 8925 members 
Mstep: Class 5 contains 231941 members 
Mstep: Class 7 contains 11998 members 
Mstep: Class 8 contains 20189 members 
Mstep: Class 9 contains 6901 members 
Mstep: Class 10 contains 15620 members 
Mstep: Class 11 contains 1501 members 
Mstep: Class 12 contains 44179 members 
Mstep: Class 13 contains 19977 members 
Mstep: Class 15 contains 1465 members 
Mstep: Class 16 contains 32656 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 42360 members 
Mstep: Class 19 contains 159990 members 
Mstep: Class 20 contains 39626 members 
Mstep: Class 21 contains 57950 members 
Mstep: Class 22 contains 11910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142843264.000000 Penalty: 68783.484375
Iteration 28Q: 21 clusters Score -1.428433e+08 nChanged 11881
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 133471 members 
Mstep: Class 2 contains 156729 members 
Mstep: Class 3 contains 47414 members 
Mstep: Class 4 contains 8967 members 
Mstep: Class 5 contains 230537 members 
Mstep: Class 7 contains 12311 members 
Mstep: Class 8 contains 20186 members 
Mstep: Class 9 contains 6730 members 
Mstep: Class 10 contains 15424 members 
Mstep: Class 11 contains 1502 members 
Mstep: Class 12 contains 45265 members 
Mstep: Class 13 contains 20283 members 
Mstep: Class 15 contains 1466 members 
Mstep: Class 16 contains 33298 members 
Mstep: Class 17 contains 7284 members 
Mstep: Class 18 contains 42415 members 
Mstep: Class 19 contains 159873 members 
Mstep: Class 20 contains 39724 members 
Mstep: Class 21 contains 58422 members 
Mstep: Class 22 contains 12196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142844592.000000 Penalty: 68783.484375
Iteration 29Q: 21 clusters Score -1.428446e+08 nChanged 11327
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 132901 members 
Mstep: Class 2 contains 155769 members 
Mstep: Class 3 contains 47793 members 
Mstep: Class 4 contains 9033 members 
Mstep: Class 5 contains 228985 members 
Mstep: Class 7 contains 12624 members 
Mstep: Class 8 contains 20232 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 15265 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 46266 members 
Mstep: Class 13 contains 20515 members 
Mstep: Class 15 contains 1467 members 
Mstep: Class 16 contains 33895 members 
Mstep: Class 17 contains 7347 members 
Mstep: Class 18 contains 42466 members 
Mstep: Class 19 contains 159697 members 
Mstep: Class 20 contains 39812 members 
Mstep: Class 21 contains 58823 members 
Mstep: Class 22 contains 12503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142847312.000000 Penalty: 68783.484375
Iteration 30Q: 21 clusters Score -1.428473e+08 nChanged 10696
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 132330 members 
Mstep: Class 2 contains 154823 members 
Mstep: Class 3 contains 48042 members 
Mstep: Class 4 contains 9112 members 
Mstep: Class 5 contains 227635 members 
Mstep: Class 7 contains 12866 members 
Mstep: Class 8 contains 20331 members 
Mstep: Class 9 contains 6507 members 
Mstep: Class 10 contains 15139 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 47293 members 
Mstep: Class 13 contains 20724 members 
Mstep: Class 15 contains 1469 members 
Mstep: Class 16 contains 34432 members 
Mstep: Class 17 contains 7427 members 
Mstep: Class 18 contains 42518 members 
Mstep: Class 19 contains 159431 members 
Mstep: Class 20 contains 39900 members 
Mstep: Class 21 contains 59173 members 
Mstep: Class 22 contains 12846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142849824.000000 Penalty: 68783.484375
Iteration 31Q: 21 clusters Score -1.428498e+08 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 131788 members 
Mstep: Class 2 contains 153880 members 
Mstep: Class 3 contains 48300 members 
Mstep: Class 4 contains 9166 members 
Mstep: Class 5 contains 226529 members 
Mstep: Class 7 contains 13070 members 
Mstep: Class 8 contains 20467 members 
Mstep: Class 9 contains 6395 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 1497 members 
Mstep: Class 12 contains 48299 members 
Mstep: Class 13 contains 20892 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 34970 members 
Mstep: Class 17 contains 7500 members 
Mstep: Class 18 contains 42541 members 
Mstep: Class 19 contains 159071 members 
Mstep: Class 20 contains 39972 members 
Mstep: Class 21 contains 59488 members 
Mstep: Class 22 contains 13185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142852464.000000 Penalty: 68783.484375
Iteration 32Q: 21 clusters Score -1.428525e+08 nChanged 9285
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 131375 members 
Mstep: Class 2 contains 153017 members 
Mstep: Class 3 contains 48472 members 
Mstep: Class 4 contains 9224 members 
Mstep: Class 5 contains 225321 members 
Mstep: Class 7 contains 13179 members 
Mstep: Class 8 contains 20661 members 
Mstep: Class 9 contains 6337 members 
Mstep: Class 10 contains 14922 members 
Mstep: Class 11 contains 1497 members 
Mstep: Class 12 contains 49204 members 
Mstep: Class 13 contains 21033 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 35478 members 
Mstep: Class 17 contains 7589 members 
Mstep: Class 18 contains 42544 members 
Mstep: Class 19 contains 158892 members 
Mstep: Class 20 contains 40041 members 
Mstep: Class 21 contains 59683 members 
Mstep: Class 22 contains 13558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142855328.000000 Penalty: 68783.484375
Iteration 33Q: 21 clusters Score -1.428553e+08 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 130939 members 
Mstep: Class 2 contains 152161 members 
Mstep: Class 3 contains 48649 members 
Mstep: Class 4 contains 9285 members 
Mstep: Class 5 contains 224236 members 
Mstep: Class 7 contains 13283 members 
Mstep: Class 8 contains 20905 members 
Mstep: Class 9 contains 6302 members 
Mstep: Class 10 contains 14866 members 
Mstep: Class 11 contains 1498 members 
Mstep: Class 12 contains 50063 members 
Mstep: Class 13 contains 21162 members 
Mstep: Class 15 contains 1474 members 
Mstep: Class 16 contains 35955 members 
Mstep: Class 17 contains 7639 members 
Mstep: Class 18 contains 42542 members 
Mstep: Class 19 contains 158734 members 
Mstep: Class 20 contains 40081 members 
Mstep: Class 21 contains 59797 members 
Mstep: Class 22 contains 13926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142857584.000000 Penalty: 68783.484375
Iteration 34Q: 21 clusters Score -1.428576e+08 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 130600 members 
Mstep: Class 2 contains 151480 members 
Mstep: Class 3 contains 48818 members 
Mstep: Class 4 contains 9366 members 
Mstep: Class 5 contains 223132 members 
Mstep: Class 7 contains 13373 members 
Mstep: Class 8 contains 21155 members 
Mstep: Class 9 contains 6276 members 
Mstep: Class 10 contains 14794 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 50820 members 
Mstep: Class 13 contains 21272 members 
Mstep: Class 15 contains 1476 members 
Mstep: Class 16 contains 36437 members 
Mstep: Class 17 contains 7676 members 
Mstep: Class 18 contains 42551 members 
Mstep: Class 19 contains 158509 members 
Mstep: Class 20 contains 40113 members 
Mstep: Class 21 contains 59863 members 
Mstep: Class 22 contains 14287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142859600.000000 Penalty: 68783.484375
Iteration 35Q: 21 clusters Score -1.428596e+08 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 130277 members 
Mstep: Class 2 contains 150891 members 
Mstep: Class 3 contains 48924 members 
Mstep: Class 4 contains 9465 members 
Mstep: Class 5 contains 222256 members 
Mstep: Class 7 contains 13436 members 
Mstep: Class 8 contains 21375 members 
Mstep: Class 9 contains 6260 members 
Mstep: Class 10 contains 14722 members 
Mstep: Class 11 contains 1498 members 
Mstep: Class 12 contains 51572 members 
Mstep: Class 13 contains 21361 members 
Mstep: Class 15 contains 1477 members 
Mstep: Class 16 contains 36865 members 
Mstep: Class 17 contains 7723 members 
Mstep: Class 18 contains 42559 members 
Mstep: Class 19 contains 158179 members 
Mstep: Class 20 contains 40131 members 
Mstep: Class 21 contains 59869 members 
Mstep: Class 22 contains 14657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142861152.000000 Penalty: 68783.484375
Iteration 36Q: 21 clusters Score -1.428612e+08 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 129957 members 
Mstep: Class 2 contains 150499 members 
Mstep: Class 3 contains 49041 members 
Mstep: Class 4 contains 9594 members 
Mstep: Class 5 contains 221352 members 
Mstep: Class 7 contains 13482 members 
Mstep: Class 8 contains 21613 members 
Mstep: Class 9 contains 6249 members 
Mstep: Class 10 contains 14657 members 
Mstep: Class 11 contains 1498 members 
Mstep: Class 12 contains 52247 members 
Mstep: Class 13 contains 21431 members 
Mstep: Class 15 contains 1479 members 
Mstep: Class 16 contains 37256 members 
Mstep: Class 17 contains 7766 members 
Mstep: Class 18 contains 42547 members 
Mstep: Class 19 contains 157816 members 
Mstep: Class 20 contains 40133 members 
Mstep: Class 21 contains 59838 members 
Mstep: Class 22 contains 15042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142862784.000000 Penalty: 68783.484375
Iteration 37Q: 21 clusters Score -1.428628e+08 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 129620 members 
Mstep: Class 2 contains 150127 members 
Mstep: Class 3 contains 49129 members 
Mstep: Class 4 contains 9735 members 
Mstep: Class 5 contains 220488 members 
Mstep: Class 7 contains 13507 members 
Mstep: Class 8 contains 21811 members 
Mstep: Class 9 contains 6242 members 
Mstep: Class 10 contains 14609 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 52961 members 
Mstep: Class 13 contains 21497 members 
Mstep: Class 15 contains 1480 members 
Mstep: Class 16 contains 37638 members 
Mstep: Class 17 contains 7819 members 
Mstep: Class 18 contains 42527 members 
Mstep: Class 19 contains 157425 members 
Mstep: Class 20 contains 40124 members 
Mstep: Class 21 contains 59805 members 
Mstep: Class 22 contains 15454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142864336.000000 Penalty: 68783.484375
Iteration 38Q: 21 clusters Score -1.428643e+08 nChanged 6621
Entering ConstructFrom: 
Score: -142864336.000000 Penalty: 68783.484375
Entering ConstructFrom: 
Trying to split cluster 1 (129317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129317 members 
Entering Unmasked Estep 
Score: -17926846.000000 Penalty: 2918.965576
	Iteration 0F: 2 clusters Score -1.792685e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64432 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -17842434.000000 Penalty: 5837.931152
	Iteration 0F: 3 clusters Score -1.784243e+07 nChanged 61487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 69198 members 
Entering Unmasked Estep 
Score: -17880758.000000 Penalty: 5837.931152
	Iteration 1F: 3 clusters Score -1.788076e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55785 members 
Mstep: Class 2 contains 73532 members 
Entering Unmasked Estep 
Score: -17885904.000000 Penalty: 5837.931152
	Iteration 2F: 3 clusters Score -1.78859e+07 nChanged 10505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 80547 members 
Entering Unmasked Estep 
Score: -17893980.000000 Penalty: 5837.931152
	Iteration 3F: 3 clusters Score -1.789398e+07 nChanged 12509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 89896 members 
Entering Unmasked Estep 
Score: -17904740.000000 Penalty: 5837.931152
	Iteration 4F: 3 clusters Score -1.790474e+07 nChanged 11791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 99337 members 
Entering Unmasked Estep 
Score: -17915048.000000 Penalty: 5837.931152
	Iteration 5F: 3 clusters Score -1.791505e+07 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 106880 members 
Entering Unmasked Estep 
Score: -17922566.000000 Penalty: 5837.931152
	Iteration 6F: 3 clusters Score -1.792257e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 112219 members 
Entering Unmasked Estep 
Score: -17927260.000000 Penalty: 5837.931152
	Iteration 7Q: 3 clusters Score -1.792726e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 115934 members 
Entering Unmasked Estep 
Score: -17930020.000000 Penalty: 5837.931152
	Iteration 8Q: 3 clusters Score -1.793002e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 118449 members 
Entering Unmasked Estep 
Score: -17931854.000000 Penalty: 5837.931152
	Iteration 9Q: 3 clusters Score -1.793185e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 120067 members 
Entering Unmasked Estep 
Score: -17933040.000000 Penalty: 5837.931152
	Iteration 10Q: 3 clusters Score -1.793304e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 121109 members 
Entering Unmasked Estep 
Score: -17933650.000000 Penalty: 5837.931152
	Iteration 11Q: 3 clusters Score -1.793365e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 121800 members 
Entering Unmasked Estep 
Score: -17933946.000000 Penalty: 5837.931152
	Iteration 12Q: 3 clusters Score -1.793395e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 122305 members 
Entering Unmasked Estep 
Score: -17934054.000000 Penalty: 5837.931152
	Iteration 13Q: 3 clusters Score -1.793405e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 122695 members 
Entering Unmasked Estep 
Score: -17934156.000000 Penalty: 5837.931152
	Iteration 14Q: 3 clusters Score -1.793416e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 123014 members 
Entering Unmasked Estep 
Score: -17934256.000000 Penalty: 5837.931152
	Iteration 15Q: 3 clusters Score -1.793426e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 123277 members 
Entering Unmasked Estep 
Score: -17934376.000000 Penalty: 5837.931152
	Iteration 16Q: 3 clusters Score -1.793438e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 123463 members 
Entering Unmasked Estep 
Score: -17934454.000000 Penalty: 5837.931152
	Iteration 17Q: 3 clusters Score -1.793445e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 123617 members 
Entering Unmasked Estep 
Score: -17934476.000000 Penalty: 5837.931152
	Iteration 18Q: 3 clusters Score -1.793448e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 123714 members 
Entering Unmasked Estep 
Score: -17934582.000000 Penalty: 5837.931152
	Iteration 19Q: 3 clusters Score -1.793458e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 123791 members 
Entering Unmasked Estep 
Score: -17934554.000000 Penalty: 5837.931152
	Iteration 20F: 3 clusters Score -1.793455e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 123851 members 
Entering Unmasked Estep 
Score: -17934562.000000 Penalty: 5837.931152
	Iteration 21Q: 3 clusters Score -1.793456e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 123894 members 
Entering Unmasked Estep 
Score: -17934564.000000 Penalty: 5837.931152
	Iteration 22Q: 3 clusters Score -1.793456e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 123928 members 
Entering Unmasked Estep 
Score: -17934584.000000 Penalty: 5837.931152
	Iteration 23Q: 3 clusters Score -1.793458e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 123964 members 
Entering Unmasked Estep 
Score: -17934612.000000 Penalty: 5837.931152
	Iteration 24Q: 3 clusters Score -1.793461e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 123992 members 
Entering Unmasked Estep 
Score: -17934634.000000 Penalty: 5837.931152
	Iteration 25Q: 3 clusters Score -1.793463e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 124022 members 
Entering Unmasked Estep 
Score: -17934624.000000 Penalty: 5837.931152
	Iteration 26Q: 3 clusters Score -1.793462e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 124044 members 
Entering Unmasked Estep 
Score: -17934612.000000 Penalty: 5837.931152
	Iteration 27Q: 3 clusters Score -1.793461e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 124066 members 
Entering Unmasked Estep 
Score: -17934624.000000 Penalty: 5837.931152
	Iteration 28Q: 3 clusters Score -1.793462e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 124084 members 
Entering Unmasked Estep 
Score: -17934634.000000 Penalty: 5837.931152
	Iteration 29Q: 3 clusters Score -1.793463e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 124108 members 
Entering Unmasked Estep 
Score: -17934648.000000 Penalty: 5837.931152
	Iteration 30Q: 3 clusters Score -1.793465e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 124128 members 
Entering Unmasked Estep 
Score: -17934646.000000 Penalty: 5837.931152
	Iteration 31Q: 3 clusters Score -1.793465e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 124148 members 
Entering Unmasked Estep 
Score: -17934630.000000 Penalty: 5837.931152
	Iteration 32Q: 3 clusters Score -1.793463e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 124160 members 
Entering Unmasked Estep 
Score: -17934626.000000 Penalty: 5837.931152
	Iteration 33Q: 3 clusters Score -1.793463e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 124168 members 
Entering Unmasked Estep 
Score: -17934628.000000 Penalty: 5837.931152
	Iteration 34Q: 3 clusters Score -1.793463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 124177 members 
Entering Unmasked Estep 
Score: -17934628.000000 Penalty: 5837.931152
	Iteration 35Q: 3 clusters Score -1.793463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 124185 members 
Entering Unmasked Estep 
Score: -17934632.000000 Penalty: 5837.931152
	Iteration 36Q: 3 clusters Score -1.793463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 124190 members 
Entering Unmasked Estep 
Score: -17934618.000000 Penalty: 5837.931152
	Iteration 37Q: 3 clusters Score -1.793462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 124193 members 
Entering Unmasked Estep 
Score: -17934616.000000 Penalty: 5837.931152
	Iteration 38Q: 3 clusters Score -1.793462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 124203 members 
Entering Unmasked Estep 
Score: -17934644.000000 Penalty: 5837.931152
	Iteration 39Q: 3 clusters Score -1.793464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 124211 members 
Entering Unmasked Estep 
Score: -17934648.000000 Penalty: 5837.931152
	Iteration 40F: 3 clusters Score -1.793465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 124214 members 
Entering Unmasked Estep 
Score: -17934634.000000 Penalty: 5837.931152
	Iteration 41Q: 3 clusters Score -1.793463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 124214 members 
Entering Unmasked Estep 
Score: -17934634.000000 Penalty: 5837.931152
	Iteration 42F: 3 clusters Score -1.793463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 149842 members 
Mstep: Class 3 contains 49190 members 
Mstep: Class 4 contains 9865 members 
Mstep: Class 5 contains 219646 members 
Mstep: Class 6 contains 124214 members 
Mstep: Class 7 contains 13492 members 
Mstep: Class 8 contains 22010 members 
Mstep: Class 9 contains 6236 members 
Mstep: Class 10 contains 14563 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 53665 members 
Mstep: Class 13 contains 21548 members 
Mstep: Class 15 contains 1482 members 
Mstep: Class 16 contains 37966 members 
Mstep: Class 17 contains 7872 members 
Mstep: Class 18 contains 42502 members 
Mstep: Class 19 contains 156987 members 
Mstep: Class 20 contains 40139 members 
Mstep: Class 21 contains 59749 members 
Mstep: Class 22 contains 15927 members 
Entering Unmasked Estep 
Score: -142873696.000000 Penalty: 72222.656250
Splitting cluster 1 changes total score from -142864336.000000 to -142873696.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 2 (149842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149842 members 
Entering Unmasked Estep 
Score: -20695838.000000 Penalty: 2955.499512
	Iteration 0F: 2 clusters Score -2.069584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75216 members 
Mstep: Class 2 contains 74626 members 
Entering Unmasked Estep 
Score: -20599294.000000 Penalty: 5910.999023
	Iteration 0F: 3 clusters Score -2.059929e+07 nChanged 71412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80552 members 
Mstep: Class 2 contains 69290 members 
Entering Unmasked Estep 
Score: -20641308.000000 Penalty: 5910.999023
	Iteration 1F: 3 clusters Score -2.064131e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84037 members 
Mstep: Class 2 contains 65805 members 
Entering Unmasked Estep 
Score: -20643246.000000 Penalty: 5910.999023
	Iteration 2Q: 3 clusters Score -2.064325e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89294 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
Score: -20645932.000000 Penalty: 5910.999023
	Iteration 3Q: 3 clusters Score -2.064593e+07 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96802 members 
Mstep: Class 2 contains 53040 members 
Entering Unmasked Estep 
Score: -20650736.000000 Penalty: 5910.999023
	Iteration 4F: 3 clusters Score -2.065074e+07 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106834 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -20658014.000000 Penalty: 5910.999023
	Iteration 5F: 3 clusters Score -2.065801e+07 nChanged 12051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118741 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -20667554.000000 Penalty: 5910.999023
	Iteration 6F: 3 clusters Score -2.066755e+07 nChanged 11884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130565 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -20677274.000000 Penalty: 5910.999023
	Iteration 7F: 3 clusters Score -2.067727e+07 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139754 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -20684904.000000 Penalty: 5910.999023
	Iteration 8F: 3 clusters Score -2.06849e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145186 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -20689406.000000 Penalty: 5910.999023
	Iteration 9Q: 3 clusters Score -2.068941e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147712 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -20691610.000000 Penalty: 5910.999023
	Iteration 10Q: 3 clusters Score -2.069161e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148743 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -20692532.000000 Penalty: 5910.999023
	Iteration 11Q: 3 clusters Score -2.069253e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149114 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -20692920.000000 Penalty: 5910.999023
	Iteration 12Q: 3 clusters Score -2.069292e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149249 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -20693070.000000 Penalty: 5910.999023
	Iteration 13Q: 3 clusters Score -2.069307e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149315 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -20693184.000000 Penalty: 5910.999023
	Iteration 14Q: 3 clusters Score -2.069318e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149352 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -20693228.000000 Penalty: 5910.999023
	Iteration 15Q: 3 clusters Score -2.069323e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149365 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -20693248.000000 Penalty: 5910.999023
	Iteration 16Q: 3 clusters Score -2.069325e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149377 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -20693252.000000 Penalty: 5910.999023
	Iteration 17Q: 3 clusters Score -2.069325e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149385 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -20693272.000000 Penalty: 5910.999023
	Iteration 18Q: 3 clusters Score -2.069327e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149395 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -20693274.000000 Penalty: 5910.999023
	Iteration 19Q: 3 clusters Score -2.069327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149400 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -20693286.000000 Penalty: 5910.999023
	Iteration 20F: 3 clusters Score -2.069329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149399 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -20693294.000000 Penalty: 5910.999023
	Iteration 21Q: 3 clusters Score -2.069329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149402 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -20693320.000000 Penalty: 5910.999023
	Iteration 22Q: 3 clusters Score -2.069332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149408 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -20693328.000000 Penalty: 5910.999023
	Iteration 23Q: 3 clusters Score -2.069333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149416 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -20693322.000000 Penalty: 5910.999023
	Iteration 24Q: 3 clusters Score -2.069332e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149420 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -20693330.000000 Penalty: 5910.999023
	Iteration 25Q: 3 clusters Score -2.069333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149422 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -20693336.000000 Penalty: 5910.999023
	Iteration 26Q: 3 clusters Score -2.069334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149423 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -20693338.000000 Penalty: 5910.999023
	Iteration 27Q: 3 clusters Score -2.069334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149425 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -20693350.000000 Penalty: 5910.999023
	Iteration 28Q: 3 clusters Score -2.069335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149428 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -20693374.000000 Penalty: 5910.999023
	Iteration 29Q: 3 clusters Score -2.069337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149431 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -20693380.000000 Penalty: 5910.999023
	Iteration 30Q: 3 clusters Score -2.069338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149430 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -20693366.000000 Penalty: 5910.999023
	Iteration 31Q: 3 clusters Score -2.069337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149432 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -20693376.000000 Penalty: 5910.999023
	Iteration 32Q: 3 clusters Score -2.069338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149433 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -20693366.000000 Penalty: 5910.999023
	Iteration 33Q: 3 clusters Score -2.069337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149432 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -20693358.000000 Penalty: 5910.999023
	Iteration 34Q: 3 clusters Score -2.069336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149432 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -20693358.000000 Penalty: 5910.999023
	Iteration 35F: 3 clusters Score -2.069336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49190 members 
Entering Unmasked Estep 
Score: -6856600.500000 Penalty: 2679.254639
	Iteration 0F: 2 clusters Score -6856600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -6823530.000000 Penalty: 5358.509277
	Iteration 0F: 3 clusters Score -6823530 nChanged 22874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -6836467.500000 Penalty: 5358.509277
	Iteration 1F: 3 clusters Score -6836468 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -6837678.500000 Penalty: 5358.509277
	Iteration 2F: 3 clusters Score -6837678 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -6839410.000000 Penalty: 5358.509277
	Iteration 3F: 3 clusters Score -6839410 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -6841913.500000 Penalty: 5358.509277
	Iteration 4F: 3 clusters Score -6841914 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -6845309.500000 Penalty: 5358.509277
	Iteration 5F: 3 clusters Score -6845310 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -6848816.500000 Penalty: 5358.509277
	Iteration 6F: 3 clusters Score -6848816 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -6851485.500000 Penalty: 5358.509277
	Iteration 7F: 3 clusters Score -6851486 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -6853038.000000 Penalty: 5358.509277
	Iteration 8Q: 3 clusters Score -6853038 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -6853819.000000 Penalty: 5358.509277
	Iteration 9Q: 3 clusters Score -6853819 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -6854225.000000 Penalty: 5358.509277
	Iteration 10Q: 3 clusters Score -6854225 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -6854412.500000 Penalty: 5358.509277
	Iteration 11Q: 3 clusters Score -6854412 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -6854525.000000 Penalty: 5358.509277
	Iteration 12Q: 3 clusters Score -6854525 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -6854589.500000 Penalty: 5358.509277
	Iteration 13Q: 3 clusters Score -6854590 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -6854634.500000 Penalty: 5358.509277
	Iteration 14Q: 3 clusters Score -6854634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -6854668.000000 Penalty: 5358.509277
	Iteration 15Q: 3 clusters Score -6854668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -6854687.500000 Penalty: 5358.509277
	Iteration 16Q: 3 clusters Score -6854688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -6854683.000000 Penalty: 5358.509277
	Iteration 17Q: 3 clusters Score -6854683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -6854692.500000 Penalty: 5358.509277
	Iteration 18Q: 3 clusters Score -6854692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 48572 members 
Entering Unmasked Estep 
Score: -6854692.500000 Penalty: 5358.509277
	Iteration 19Q: 3 clusters Score -6854692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 48577 members 
Entering Unmasked Estep 
Score: -6854696.000000 Penalty: 5358.509277
	Iteration 20F: 3 clusters Score -6854696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -6854701.000000 Penalty: 5358.509277
	Iteration 21Q: 3 clusters Score -6854701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -6854703.500000 Penalty: 5358.509277
	Iteration 22Q: 3 clusters Score -6854704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 48586 members 
Entering Unmasked Estep 
Score: -6854700.000000 Penalty: 5358.509277
	Iteration 23Q: 3 clusters Score -6854700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -6854699.500000 Penalty: 5358.509277
	Iteration 24Q: 3 clusters Score -6854700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -6854708.000000 Penalty: 5358.509277
	Iteration 25Q: 3 clusters Score -6854708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -6854702.000000 Penalty: 5358.509277
	Iteration 26Q: 3 clusters Score -6854702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -6854702.000000 Penalty: 5358.509277
	Iteration 27F: 3 clusters Score -6854702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Entering Unmasked Estep 
Score: -1363324.000000 Penalty: 2280.793701
	Iteration 0F: 2 clusters Score -1363324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1355726.625000 Penalty: 4561.587402
	Iteration 0F: 3 clusters Score -1355727 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1357847.125000 Penalty: 4561.587402
	Iteration 1F: 3 clusters Score -1357847 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1358119.500000 Penalty: 4561.587402
	Iteration 2F: 3 clusters Score -1358120 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1358300.625000 Penalty: 4561.587402
	Iteration 3Q: 3 clusters Score -1358301 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1358407.375000 Penalty: 4561.587402
	Iteration 4Q: 3 clusters Score -1358407 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1358501.875000 Penalty: 4561.587402
	Iteration 5Q: 3 clusters Score -1358502 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1358582.000000 Penalty: 4561.587402
	Iteration 6Q: 3 clusters Score -1358582 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1358651.000000 Penalty: 4561.587402
	Iteration 7Q: 3 clusters Score -1358651 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1358721.000000 Penalty: 4561.587402
	Iteration 8Q: 3 clusters Score -1358721 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1358786.750000 Penalty: 4561.587402
	Iteration 9Q: 3 clusters Score -1358787 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1358854.625000 Penalty: 4561.587402
	Iteration 10Q: 3 clusters Score -1358855 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1358944.125000 Penalty: 4561.587402
	Iteration 11Q: 3 clusters Score -1358944 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1359044.250000 Penalty: 4561.587402
	Iteration 12Q: 3 clusters Score -1359044 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1359156.375000 Penalty: 4561.587402
	Iteration 13Q: 3 clusters Score -1359156 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1359275.750000 Penalty: 4561.587402
	Iteration 14Q: 3 clusters Score -1359276 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1359428.625000 Penalty: 4561.587402
	Iteration 15Q: 3 clusters Score -1359429 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1359646.875000 Penalty: 4561.587402
	Iteration 16Q: 3 clusters Score -1359647 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1359904.750000 Penalty: 4561.587402
	Iteration 17Q: 3 clusters Score -1359905 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1360190.375000 Penalty: 4561.587402
	Iteration 18Q: 3 clusters Score -1360190 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1360471.375000 Penalty: 4561.587402
	Iteration 19Q: 3 clusters Score -1360471 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1360694.000000 Penalty: 4561.587402
	Iteration 20F: 3 clusters Score -1360694 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1360869.375000 Penalty: 4561.587402
	Iteration 21Q: 3 clusters Score -1360869 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1360992.875000 Penalty: 4561.587402
	Iteration 22Q: 3 clusters Score -1360993 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1361082.375000 Penalty: 4561.587402
	Iteration 23Q: 3 clusters Score -1361082 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1361150.000000 Penalty: 4561.587402
	Iteration 24Q: 3 clusters Score -1361150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1361209.125000 Penalty: 4561.587402
	Iteration 25Q: 3 clusters Score -1361209 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1361240.625000 Penalty: 4561.587402
	Iteration 26Q: 3 clusters Score -1361241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1361258.625000 Penalty: 4561.587402
	Iteration 27Q: 3 clusters Score -1361259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1361281.500000 Penalty: 4561.587402
	Iteration 28Q: 3 clusters Score -1361282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1361297.125000 Penalty: 4561.587402
	Iteration 29Q: 3 clusters Score -1361297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1361306.500000 Penalty: 4561.587402
	Iteration 30Q: 3 clusters Score -1361306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1361309.625000 Penalty: 4561.587402
	Iteration 31Q: 3 clusters Score -1361310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1361311.250000 Penalty: 4561.587402
	Iteration 32Q: 3 clusters Score -1361311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1361320.000000 Penalty: 4561.587402
	Iteration 33Q: 3 clusters Score -1361320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1361326.250000 Penalty: 4561.587402
	Iteration 34Q: 3 clusters Score -1361326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1361333.375000 Penalty: 4561.587402
	Iteration 35Q: 3 clusters Score -1361333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1361338.625000 Penalty: 4561.587402
	Iteration 36Q: 3 clusters Score -1361339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1361340.250000 Penalty: 4561.587402
	Iteration 37Q: 3 clusters Score -1361340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1361343.500000 Penalty: 4561.587402
	Iteration 38Q: 3 clusters Score -1361344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1361345.875000 Penalty: 4561.587402
	Iteration 39Q: 3 clusters Score -1361346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1361345.500000 Penalty: 4561.587402
	Iteration 40F: 3 clusters Score -1361346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1361347.500000 Penalty: 4561.587402
	Iteration 41Q: 3 clusters Score -1361348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1361350.750000 Penalty: 4561.587402
	Iteration 42Q: 3 clusters Score -1361351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1361350.750000 Penalty: 4561.587402
	Iteration 43F: 3 clusters Score -1361351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (219646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219646 members 
Entering Unmasked Estep 
Score: -30456258.000000 Penalty: 3050.343506
	Iteration 0F: 2 clusters Score -3.045626e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109835 members 
Mstep: Class 2 contains 109811 members 
Entering Unmasked Estep 
Score: -30327038.000000 Penalty: 6100.687012
	Iteration 0F: 3 clusters Score -3.032704e+07 nChanged 105836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109071 members 
Mstep: Class 2 contains 110575 members 
Entering Unmasked Estep 
Score: -30390322.000000 Penalty: 6100.687012
	Iteration 1F: 3 clusters Score -3.039032e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108053 members 
Mstep: Class 2 contains 111593 members 
Entering Unmasked Estep 
Score: -30392710.000000 Penalty: 6100.687012
	Iteration 2Q: 3 clusters Score -3.039271e+07 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105971 members 
Mstep: Class 2 contains 113675 members 
Entering Unmasked Estep 
Score: -30396052.000000 Penalty: 6100.687012
	Iteration 3Q: 3 clusters Score -3.039605e+07 nChanged 10858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102277 members 
Mstep: Class 2 contains 117369 members 
Entering Unmasked Estep 
Score: -30400906.000000 Penalty: 6100.687012
	Iteration 4Q: 3 clusters Score -3.040091e+07 nChanged 12938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96473 members 
Mstep: Class 2 contains 123173 members 
Entering Unmasked Estep 
Score: -30407690.000000 Penalty: 6100.687012
	Iteration 5F: 3 clusters Score -3.040769e+07 nChanged 14867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88652 members 
Mstep: Class 2 contains 130994 members 
Entering Unmasked Estep 
Score: -30416910.000000 Penalty: 6100.687012
	Iteration 6F: 3 clusters Score -3.041691e+07 nChanged 15699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79893 members 
Mstep: Class 2 contains 139753 members 
Entering Unmasked Estep 
Score: -30428378.000000 Penalty: 6100.687012
	Iteration 7F: 3 clusters Score -3.042838e+07 nChanged 14696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72319 members 
Mstep: Class 2 contains 147327 members 
Entering Unmasked Estep 
Score: -30440694.000000 Penalty: 6100.687012
	Iteration 8F: 3 clusters Score -3.044069e+07 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67350 members 
Mstep: Class 2 contains 152296 members 
Entering Unmasked Estep 
Score: -30448270.000000 Penalty: 6100.687012
	Iteration 9F: 3 clusters Score -3.044827e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63966 members 
Mstep: Class 2 contains 155680 members 
Entering Unmasked Estep 
Score: -30450982.000000 Penalty: 6100.687012
	Iteration 10Q: 3 clusters Score -3.045098e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61082 members 
Mstep: Class 2 contains 158564 members 
Entering Unmasked Estep 
Score: -30451960.000000 Penalty: 6100.687012
	Iteration 11Q: 3 clusters Score -3.045196e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 161119 members 
Entering Unmasked Estep 
Score: -30452870.000000 Penalty: 6100.687012
	Iteration 12Q: 3 clusters Score -3.045287e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 163442 members 
Entering Unmasked Estep 
Score: -30453532.000000 Penalty: 6100.687012
	Iteration 13Q: 3 clusters Score -3.045353e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 165645 members 
Entering Unmasked Estep 
Score: -30454238.000000 Penalty: 6100.687012
	Iteration 14Q: 3 clusters Score -3.045424e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51846 members 
Mstep: Class 2 contains 167800 members 
Entering Unmasked Estep 
Score: -30454770.000000 Penalty: 6100.687012
	Iteration 15Q: 3 clusters Score -3.045477e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 169926 members 
Entering Unmasked Estep 
Score: -30455492.000000 Penalty: 6100.687012
	Iteration 16Q: 3 clusters Score -3.045549e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 172128 members 
Entering Unmasked Estep 
Score: -30456186.000000 Penalty: 6100.687012
	Iteration 17Q: 3 clusters Score -3.045619e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 174376 members 
Entering Unmasked Estep 
Score: -30456578.000000 Penalty: 6100.687012
	Iteration 18Q: 3 clusters Score -3.045658e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 176608 members 
Entering Unmasked Estep 
Score: -30457114.000000 Penalty: 6100.687012
	Iteration 19Q: 3 clusters Score -3.045711e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 178856 members 
Entering Unmasked Estep 
Score: -30457508.000000 Penalty: 6100.687012
	Iteration 20F: 3 clusters Score -3.045751e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 181016 members 
Entering Unmasked Estep 
Score: -30457796.000000 Penalty: 6100.687012
	Iteration 21Q: 3 clusters Score -3.04578e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 183074 members 
Entering Unmasked Estep 
Score: -30457870.000000 Penalty: 6100.687012
	Iteration 22Q: 3 clusters Score -3.045787e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 185004 members 
Entering Unmasked Estep 
Score: -30458108.000000 Penalty: 6100.687012
	Iteration 23Q: 3 clusters Score -3.045811e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 186976 members 
Entering Unmasked Estep 
Score: -30458518.000000 Penalty: 6100.687012
	Iteration 24Q: 3 clusters Score -3.045852e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 188816 members 
Entering Unmasked Estep 
Score: -30458780.000000 Penalty: 6100.687012
	Iteration 25Q: 3 clusters Score -3.045878e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 190655 members 
Entering Unmasked Estep 
Score: -30459090.000000 Penalty: 6100.687012
	Iteration 26Q: 3 clusters Score -3.045909e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 192420 members 
Entering Unmasked Estep 
Score: -30459354.000000 Penalty: 6100.687012
	Iteration 27Q: 3 clusters Score -3.045935e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 194054 members 
Entering Unmasked Estep 
Score: -30459558.000000 Penalty: 6100.687012
	Iteration 28Q: 3 clusters Score -3.045956e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 195642 members 
Entering Unmasked Estep 
Score: -30459712.000000 Penalty: 6100.687012
	Iteration 29Q: 3 clusters Score -3.045971e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 197106 members 
Entering Unmasked Estep 
Score: -30459942.000000 Penalty: 6100.687012
	Iteration 30Q: 3 clusters Score -3.045994e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 198596 members 
Entering Unmasked Estep 
Score: -30460068.000000 Penalty: 6100.687012
	Iteration 31Q: 3 clusters Score -3.046007e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 199986 members 
Entering Unmasked Estep 
Score: -30460270.000000 Penalty: 6100.687012
	Iteration 32Q: 3 clusters Score -3.046027e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 201339 members 
Entering Unmasked Estep 
Score: -30460098.000000 Penalty: 6100.687012
	Iteration 33Q: 3 clusters Score -3.04601e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 202705 members 
Entering Unmasked Estep 
Score: -30459926.000000 Penalty: 6100.687012
	Iteration 34Q: 3 clusters Score -3.045993e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 204089 members 
Entering Unmasked Estep 
Score: -30459772.000000 Penalty: 6100.687012
	Iteration 35Q: 3 clusters Score -3.045977e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 205408 members 
Entering Unmasked Estep 
Score: -30459428.000000 Penalty: 6100.687012
	Iteration 36Q: 3 clusters Score -3.045943e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 206734 members 
Entering Unmasked Estep 
Score: -30458960.000000 Penalty: 6100.687012
	Iteration 37Q: 3 clusters Score -3.045896e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 207988 members 
Entering Unmasked Estep 
Score: -30458634.000000 Penalty: 6100.687012
	Iteration 38Q: 3 clusters Score -3.045863e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 209182 members 
Entering Unmasked Estep 
Score: -30458252.000000 Penalty: 6100.687012
	Iteration 39Q: 3 clusters Score -3.045825e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 210239 members 
Entering Unmasked Estep 
Score: -30457954.000000 Penalty: 6100.687012
	Iteration 40F: 3 clusters Score -3.045795e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 211117 members 
Entering Unmasked Estep 
Score: -30457802.000000 Penalty: 6100.687012
	Iteration 41Q: 3 clusters Score -3.04578e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 211939 members 
Entering Unmasked Estep 
Score: -30457520.000000 Penalty: 6100.687012
	Iteration 42Q: 3 clusters Score -3.045752e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 212711 members 
Entering Unmasked Estep 
Score: -30457314.000000 Penalty: 6100.687012
	Iteration 43Q: 3 clusters Score -3.045731e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 213420 members 
Entering Unmasked Estep 
Score: -30457114.000000 Penalty: 6100.687012
	Iteration 44Q: 3 clusters Score -3.045711e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 214048 members 
Entering Unmasked Estep 
Score: -30456902.000000 Penalty: 6100.687012
	Iteration 45Q: 3 clusters Score -3.04569e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 214593 members 
Entering Unmasked Estep 
Score: -30456696.000000 Penalty: 6100.687012
	Iteration 46Q: 3 clusters Score -3.04567e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 215080 members 
Entering Unmasked Estep 
Score: -30456546.000000 Penalty: 6100.687012
	Iteration 47Q: 3 clusters Score -3.045655e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 215509 members 
Entering Unmasked Estep 
Score: -30456376.000000 Penalty: 6100.687012
	Iteration 48Q: 3 clusters Score -3.045638e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 215898 members 
Entering Unmasked Estep 
Score: -30456160.000000 Penalty: 6100.687012
	Iteration 49Q: 3 clusters Score -3.045616e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 216240 members 
Entering Unmasked Estep 
Score: -30455958.000000 Penalty: 6100.687012
	Iteration 50Q: 3 clusters Score -3.045596e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 216559 members 
Entering Unmasked Estep 
Score: -30455734.000000 Penalty: 6100.687012
	Iteration 51Q: 3 clusters Score -3.045573e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 216823 members 
Entering Unmasked Estep 
Score: -30455618.000000 Penalty: 6100.687012
	Iteration 52Q: 3 clusters Score -3.045562e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 217059 members 
Entering Unmasked Estep 
Score: -30455514.000000 Penalty: 6100.687012
	Iteration 53Q: 3 clusters Score -3.045551e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 217250 members 
Entering Unmasked Estep 
Score: -30455446.000000 Penalty: 6100.687012
	Iteration 54Q: 3 clusters Score -3.045545e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 217411 members 
Entering Unmasked Estep 
Score: -30455420.000000 Penalty: 6100.687012
	Iteration 55Q: 3 clusters Score -3.045542e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 217568 members 
Entering Unmasked Estep 
Score: -30455322.000000 Penalty: 6100.687012
	Iteration 56Q: 3 clusters Score -3.045532e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 217724 members 
Entering Unmasked Estep 
Score: -30455260.000000 Penalty: 6100.687012
	Iteration 57Q: 3 clusters Score -3.045526e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 217828 members 
Entering Unmasked Estep 
Score: -30455154.000000 Penalty: 6100.687012
	Iteration 58Q: 3 clusters Score -3.045515e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 217918 members 
Entering Unmasked Estep 
Score: -30455068.000000 Penalty: 6100.687012
	Iteration 59Q: 3 clusters Score -3.045507e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 217986 members 
Entering Unmasked Estep 
Score: -30455062.000000 Penalty: 6100.687012
	Iteration 60F: 3 clusters Score -3.045506e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 218057 members 
Entering Unmasked Estep 
Score: -30455018.000000 Penalty: 6100.687012
	Iteration 61Q: 3 clusters Score -3.045502e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 218117 members 
Entering Unmasked Estep 
Score: -30454988.000000 Penalty: 6100.687012
	Iteration 62Q: 3 clusters Score -3.045499e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 218193 members 
Entering Unmasked Estep 
Score: -30454986.000000 Penalty: 6100.687012
	Iteration 63Q: 3 clusters Score -3.045499e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 218250 members 
Entering Unmasked Estep 
Score: -30454930.000000 Penalty: 6100.687012
	Iteration 64Q: 3 clusters Score -3.045493e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 218288 members 
Entering Unmasked Estep 
Score: -30454940.000000 Penalty: 6100.687012
	Iteration 65Q: 3 clusters Score -3.045494e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 218338 members 
Entering Unmasked Estep 
Score: -30454910.000000 Penalty: 6100.687012
	Iteration 66Q: 3 clusters Score -3.045491e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 218375 members 
Entering Unmasked Estep 
Score: -30454894.000000 Penalty: 6100.687012
	Iteration 67Q: 3 clusters Score -3.045489e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 218405 members 
Entering Unmasked Estep 
Score: -30454900.000000 Penalty: 6100.687012
	Iteration 68Q: 3 clusters Score -3.04549e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 218438 members 
Entering Unmasked Estep 
Score: -30454836.000000 Penalty: 6100.687012
	Iteration 69Q: 3 clusters Score -3.045484e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 218458 members 
Entering Unmasked Estep 
Score: -30454808.000000 Penalty: 6100.687012
	Iteration 70Q: 3 clusters Score -3.045481e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 218476 members 
Entering Unmasked Estep 
Score: -30454794.000000 Penalty: 6100.687012
	Iteration 71Q: 3 clusters Score -3.045479e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 218494 members 
Entering Unmasked Estep 
Score: -30454800.000000 Penalty: 6100.687012
	Iteration 72Q: 3 clusters Score -3.04548e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 218506 members 
Entering Unmasked Estep 
Score: -30454796.000000 Penalty: 6100.687012
	Iteration 73Q: 3 clusters Score -3.04548e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 218518 members 
Entering Unmasked Estep 
Score: -30454790.000000 Penalty: 6100.687012
	Iteration 74Q: 3 clusters Score -3.045479e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 218530 members 
Entering Unmasked Estep 
Score: -30454766.000000 Penalty: 6100.687012
	Iteration 75Q: 3 clusters Score -3.045477e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 218544 members 
Entering Unmasked Estep 
Score: -30454800.000000 Penalty: 6100.687012
	Iteration 76Q: 3 clusters Score -3.04548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 218556 members 
Entering Unmasked Estep 
Score: -30454772.000000 Penalty: 6100.687012
	Iteration 77Q: 3 clusters Score -3.045477e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 218569 members 
Entering Unmasked Estep 
Score: -30454750.000000 Penalty: 6100.687012
	Iteration 78Q: 3 clusters Score -3.045475e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 218579 members 
Entering Unmasked Estep 
Score: -30454744.000000 Penalty: 6100.687012
	Iteration 79Q: 3 clusters Score -3.045474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 218586 members 
Entering Unmasked Estep 
Score: -30454746.000000 Penalty: 6100.687012
	Iteration 80F: 3 clusters Score -3.045475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 218589 members 
Entering Unmasked Estep 
Score: -30454752.000000 Penalty: 6100.687012
	Iteration 81Q: 3 clusters Score -3.045475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 218590 members 
Entering Unmasked Estep 
Score: -30454744.000000 Penalty: 6100.687012
	Iteration 82Q: 3 clusters Score -3.045474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 218591 members 
Entering Unmasked Estep 
Score: -30454756.000000 Penalty: 6100.687012
	Iteration 83Q: 3 clusters Score -3.045476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 218592 members 
Entering Unmasked Estep 
Score: -30454760.000000 Penalty: 6100.687012
	Iteration 84Q: 3 clusters Score -3.045476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 218596 members 
Entering Unmasked Estep 
Score: -30454756.000000 Penalty: 6100.687012
	Iteration 85Q: 3 clusters Score -3.045476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 218604 members 
Entering Unmasked Estep 
Score: -30454752.000000 Penalty: 6100.687012
	Iteration 86Q: 3 clusters Score -3.045475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 218614 members 
Entering Unmasked Estep 
Score: -30454762.000000 Penalty: 6100.687012
	Iteration 87Q: 3 clusters Score -3.045476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 218623 members 
Entering Unmasked Estep 
Score: -30454772.000000 Penalty: 6100.687012
	Iteration 88Q: 3 clusters Score -3.045477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 218628 members 
Entering Unmasked Estep 
Score: -30454754.000000 Penalty: 6100.687012
	Iteration 89Q: 3 clusters Score -3.045475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 218632 members 
Entering Unmasked Estep 
Score: -30454746.000000 Penalty: 6100.687012
	Iteration 90Q: 3 clusters Score -3.045475e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 218643 members 
Entering Unmasked Estep 
Score: -30454708.000000 Penalty: 6100.687012
	Iteration 91Q: 3 clusters Score -3.045471e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 218653 members 
Entering Unmasked Estep 
Score: -30454698.000000 Penalty: 6100.687012
	Iteration 92Q: 3 clusters Score -3.04547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 218662 members 
Entering Unmasked Estep 
Score: -30454670.000000 Penalty: 6100.687012
	Iteration 93Q: 3 clusters Score -3.045467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 218667 members 
Entering Unmasked Estep 
Score: -30454660.000000 Penalty: 6100.687012
	Iteration 94Q: 3 clusters Score -3.045466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 218669 members 
Entering Unmasked Estep 
Score: -30454684.000000 Penalty: 6100.687012
	Iteration 95Q: 3 clusters Score -3.045468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 218673 members 
Entering Unmasked Estep 
Score: -30454686.000000 Penalty: 6100.687012
	Iteration 96Q: 3 clusters Score -3.045469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 218680 members 
Entering Unmasked Estep 
Score: -30454688.000000 Penalty: 6100.687012
	Iteration 97Q: 3 clusters Score -3.045469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 218687 members 
Entering Unmasked Estep 
Score: -30454672.000000 Penalty: 6100.687012
	Iteration 98Q: 3 clusters Score -3.045467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 218689 members 
Entering Unmasked Estep 
Score: -30454686.000000 Penalty: 6100.687012
	Iteration 99Q: 3 clusters Score -3.045469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 218693 members 
Entering Unmasked Estep 
Score: -30454680.000000 Penalty: 6100.687012
	Iteration 100F: 3 clusters Score -3.045468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 218695 members 
Entering Unmasked Estep 
Score: -30454668.000000 Penalty: 6100.687012
	Iteration 101Q: 3 clusters Score -3.045467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 218697 members 
Entering Unmasked Estep 
Score: -30454672.000000 Penalty: 6100.687012
	Iteration 102Q: 3 clusters Score -3.045467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 218699 members 
Entering Unmasked Estep 
Score: -30454670.000000 Penalty: 6100.687012
	Iteration 103Q: 3 clusters Score -3.045467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 218700 members 
Entering Unmasked Estep 
Score: -30454670.000000 Penalty: 6100.687012
	Iteration 104Q: 3 clusters Score -3.045467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 218700 members 
Entering Unmasked Estep 
Score: -30454670.000000 Penalty: 6100.687012
	Iteration 105F: 3 clusters Score -3.045467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Entering Unmasked Estep 
Score: -1785141.375000 Penalty: 2358.443359
	Iteration 0F: 2 clusters Score -1785141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1775206.875000 Penalty: 4716.886719
	Iteration 0F: 3 clusters Score -1775207 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1778569.125000 Penalty: 4716.886719
	Iteration 1F: 3 clusters Score -1778569 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1779140.500000 Penalty: 4716.886719
	Iteration 2F: 3 clusters Score -1779140 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1779822.625000 Penalty: 4716.886719
	Iteration 3F: 3 clusters Score -1779823 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1780589.000000 Penalty: 4716.886719
	Iteration 4F: 3 clusters Score -1780589 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1781357.125000 Penalty: 4716.886719
	Iteration 5F: 3 clusters Score -1781357 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1782023.125000 Penalty: 4716.886719
	Iteration 6F: 3 clusters Score -1782023 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1782588.125000 Penalty: 4716.886719
	Iteration 7F: 3 clusters Score -1782588 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1783023.125000 Penalty: 4716.886719
	Iteration 8Q: 3 clusters Score -1783023 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1783344.625000 Penalty: 4716.886719
	Iteration 9Q: 3 clusters Score -1783345 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1783612.625000 Penalty: 4716.886719
	Iteration 10Q: 3 clusters Score -1783613 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1783809.625000 Penalty: 4716.886719
	Iteration 11Q: 3 clusters Score -1783810 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1783954.500000 Penalty: 4716.886719
	Iteration 12Q: 3 clusters Score -1783954 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1784062.625000 Penalty: 4716.886719
	Iteration 13Q: 3 clusters Score -1784063 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1784175.250000 Penalty: 4716.886719
	Iteration 14Q: 3 clusters Score -1784175 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1784274.500000 Penalty: 4716.886719
	Iteration 15Q: 3 clusters Score -1784274 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1784380.625000 Penalty: 4716.886719
	Iteration 16Q: 3 clusters Score -1784381 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1784512.125000 Penalty: 4716.886719
	Iteration 17Q: 3 clusters Score -1784512 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1784626.875000 Penalty: 4716.886719
	Iteration 18Q: 3 clusters Score -1784627 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1784725.125000 Penalty: 4716.886719
	Iteration 19Q: 3 clusters Score -1784725 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1784826.625000 Penalty: 4716.886719
	Iteration 20F: 3 clusters Score -1784827 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1784905.875000 Penalty: 4716.886719
	Iteration 21Q: 3 clusters Score -1784906 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1784959.875000 Penalty: 4716.886719
	Iteration 22Q: 3 clusters Score -1784960 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1785005.750000 Penalty: 4716.886719
	Iteration 23Q: 3 clusters Score -1785006 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1785031.500000 Penalty: 4716.886719
	Iteration 24Q: 3 clusters Score -1785032 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1785054.500000 Penalty: 4716.886719
	Iteration 25Q: 3 clusters Score -1785054 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1785075.750000 Penalty: 4716.886719
	Iteration 26Q: 3 clusters Score -1785076 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1785088.375000 Penalty: 4716.886719
	Iteration 27Q: 3 clusters Score -1785088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1785106.000000 Penalty: 4716.886719
	Iteration 28Q: 3 clusters Score -1785106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1785118.375000 Penalty: 4716.886719
	Iteration 29Q: 3 clusters Score -1785118 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1785135.125000 Penalty: 4716.886719
	Iteration 30Q: 3 clusters Score -1785135 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1785139.625000 Penalty: 4716.886719
	Iteration 31Q: 3 clusters Score -1785140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1785153.250000 Penalty: 4716.886719
	Iteration 32Q: 3 clusters Score -1785153 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1785162.625000 Penalty: 4716.886719
	Iteration 33Q: 3 clusters Score -1785163 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1785175.000000 Penalty: 4716.886719
	Iteration 34Q: 3 clusters Score -1785175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1785179.875000 Penalty: 4716.886719
	Iteration 35Q: 3 clusters Score -1785180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1785184.500000 Penalty: 4716.886719
	Iteration 36Q: 3 clusters Score -1785184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1785190.000000 Penalty: 4716.886719
	Iteration 37Q: 3 clusters Score -1785190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1785198.625000 Penalty: 4716.886719
	Iteration 38Q: 3 clusters Score -1785199 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1785203.250000 Penalty: 4716.886719
	Iteration 39Q: 3 clusters Score -1785203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1785209.875000 Penalty: 4716.886719
	Iteration 40F: 3 clusters Score -1785210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1785218.625000 Penalty: 4716.886719
	Iteration 41Q: 3 clusters Score -1785219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1785230.500000 Penalty: 4716.886719
	Iteration 42Q: 3 clusters Score -1785230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1785232.000000 Penalty: 4716.886719
	Iteration 43Q: 3 clusters Score -1785232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1785237.375000 Penalty: 4716.886719
	Iteration 44Q: 3 clusters Score -1785237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1785239.625000 Penalty: 4716.886719
	Iteration 45Q: 3 clusters Score -1785240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1785241.375000 Penalty: 4716.886719
	Iteration 46Q: 3 clusters Score -1785241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1785246.250000 Penalty: 4716.886719
	Iteration 47Q: 3 clusters Score -1785246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1785246.625000 Penalty: 4716.886719
	Iteration 48Q: 3 clusters Score -1785247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1785248.750000 Penalty: 4716.886719
	Iteration 49Q: 3 clusters Score -1785249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1785253.375000 Penalty: 4716.886719
	Iteration 50Q: 3 clusters Score -1785253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1785256.375000 Penalty: 4716.886719
	Iteration 51Q: 3 clusters Score -1785256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1785255.250000 Penalty: 4716.886719
	Iteration 52Q: 3 clusters Score -1785255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1785256.625000 Penalty: 4716.886719
	Iteration 53Q: 3 clusters Score -1785257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1785258.375000 Penalty: 4716.886719
	Iteration 54Q: 3 clusters Score -1785258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1785259.125000 Penalty: 4716.886719
	Iteration 55Q: 3 clusters Score -1785259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1785259.750000 Penalty: 4716.886719
	Iteration 56Q: 3 clusters Score -1785260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1785259.375000 Penalty: 4716.886719
	Iteration 57Q: 3 clusters Score -1785259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1785257.125000 Penalty: 4716.886719
	Iteration 58Q: 3 clusters Score -1785257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1785259.625000 Penalty: 4716.886719
	Iteration 59Q: 3 clusters Score -1785260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1785259.625000 Penalty: 4716.886719
	Iteration 60F: 3 clusters Score -1785260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 149842 members 
Mstep: Class 3 contains 49190 members 
Mstep: Class 4 contains 9865 members 
Mstep: Class 5 contains 219646 members 
Mstep: Class 6 contains 124214 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 22010 members 
Mstep: Class 9 contains 6236 members 
Mstep: Class 10 contains 14563 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 53665 members 
Mstep: Class 13 contains 21548 members 
Mstep: Class 14 contains 11170 members 
Mstep: Class 15 contains 1482 members 
Mstep: Class 16 contains 37966 members 
Mstep: Class 17 contains 7872 members 
Mstep: Class 18 contains 42502 members 
Mstep: Class 19 contains 156987 members 
Mstep: Class 20 contains 40139 members 
Mstep: Class 21 contains 59749 members 
Mstep: Class 22 contains 15927 members 
Entering Unmasked Estep 
Score: -142872928.000000 Penalty: 75661.828125
Splitting cluster 7 changes total score from -142864336.000000 to -142872928.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 8 (22010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Entering Unmasked Estep 
Score: -2919116.000000 Penalty: 2479.814453
	Iteration 0F: 2 clusters Score -2919116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2903798.750000 Penalty: 4959.628906
	Iteration 0F: 3 clusters Score -2903799 nChanged 9777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2909438.000000 Penalty: 4959.628906
	Iteration 1F: 3 clusters Score -2909438 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2910399.250000 Penalty: 4959.628906
	Iteration 2F: 3 clusters Score -2910399 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2911402.500000 Penalty: 4959.628906
	Iteration 3F: 3 clusters Score -2911402 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2912329.250000 Penalty: 4959.628906
	Iteration 4F: 3 clusters Score -2912329 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2913190.750000 Penalty: 4959.628906
	Iteration 5F: 3 clusters Score -2913191 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2913991.500000 Penalty: 4959.628906
	Iteration 6F: 3 clusters Score -2913992 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2914734.000000 Penalty: 4959.628906
	Iteration 7F: 3 clusters Score -2914734 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2915363.250000 Penalty: 4959.628906
	Iteration 8F: 3 clusters Score -2915363 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2915813.500000 Penalty: 4959.628906
	Iteration 9Q: 3 clusters Score -2915814 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2916139.750000 Penalty: 4959.628906
	Iteration 10Q: 3 clusters Score -2916140 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2916414.500000 Penalty: 4959.628906
	Iteration 11Q: 3 clusters Score -2916414 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2916607.500000 Penalty: 4959.628906
	Iteration 12Q: 3 clusters Score -2916608 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2916788.000000 Penalty: 4959.628906
	Iteration 13Q: 3 clusters Score -2916788 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2916978.750000 Penalty: 4959.628906
	Iteration 14Q: 3 clusters Score -2916979 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2917130.500000 Penalty: 4959.628906
	Iteration 15Q: 3 clusters Score -2917130 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2917262.500000 Penalty: 4959.628906
	Iteration 16Q: 3 clusters Score -2917262 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2917356.250000 Penalty: 4959.628906
	Iteration 17Q: 3 clusters Score -2917356 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2917432.750000 Penalty: 4959.628906
	Iteration 18Q: 3 clusters Score -2917433 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2917493.250000 Penalty: 4959.628906
	Iteration 19Q: 3 clusters Score -2917493 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2917534.750000 Penalty: 4959.628906
	Iteration 20F: 3 clusters Score -2917535 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2917584.500000 Penalty: 4959.628906
	Iteration 21Q: 3 clusters Score -2917584 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2917622.500000 Penalty: 4959.628906
	Iteration 22Q: 3 clusters Score -2917622 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2917670.500000 Penalty: 4959.628906
	Iteration 23Q: 3 clusters Score -2917670 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2917696.250000 Penalty: 4959.628906
	Iteration 24Q: 3 clusters Score -2917696 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2917725.750000 Penalty: 4959.628906
	Iteration 25Q: 3 clusters Score -2917726 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2917752.000000 Penalty: 4959.628906
	Iteration 26Q: 3 clusters Score -2917752 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2917773.500000 Penalty: 4959.628906
	Iteration 27Q: 3 clusters Score -2917774 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2917801.250000 Penalty: 4959.628906
	Iteration 28Q: 3 clusters Score -2917801 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2917816.250000 Penalty: 4959.628906
	Iteration 29Q: 3 clusters Score -2917816 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2917838.750000 Penalty: 4959.628906
	Iteration 30Q: 3 clusters Score -2917839 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2917854.000000 Penalty: 4959.628906
	Iteration 31Q: 3 clusters Score -2917854 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2917887.000000 Penalty: 4959.628906
	Iteration 32Q: 3 clusters Score -2917887 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2917900.000000 Penalty: 4959.628906
	Iteration 33Q: 3 clusters Score -2917900 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2917935.000000 Penalty: 4959.628906
	Iteration 34Q: 3 clusters Score -2917935 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2917959.500000 Penalty: 4959.628906
	Iteration 35Q: 3 clusters Score -2917960 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2917970.500000 Penalty: 4959.628906
	Iteration 36Q: 3 clusters Score -2917970 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2918007.750000 Penalty: 4959.628906
	Iteration 37Q: 3 clusters Score -2918008 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2918044.250000 Penalty: 4959.628906
	Iteration 38Q: 3 clusters Score -2918044 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2918074.500000 Penalty: 4959.628906
	Iteration 39Q: 3 clusters Score -2918074 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2918101.500000 Penalty: 4959.628906
	Iteration 40F: 3 clusters Score -2918102 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2918129.750000 Penalty: 4959.628906
	Iteration 41Q: 3 clusters Score -2918130 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2918154.750000 Penalty: 4959.628906
	Iteration 42Q: 3 clusters Score -2918155 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2918191.500000 Penalty: 4959.628906
	Iteration 43Q: 3 clusters Score -2918192 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2918201.500000 Penalty: 4959.628906
	Iteration 44Q: 3 clusters Score -2918202 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2918209.750000 Penalty: 4959.628906
	Iteration 45Q: 3 clusters Score -2918210 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2918241.250000 Penalty: 4959.628906
	Iteration 46Q: 3 clusters Score -2918241 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2918247.750000 Penalty: 4959.628906
	Iteration 47Q: 3 clusters Score -2918248 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2918250.250000 Penalty: 4959.628906
	Iteration 48Q: 3 clusters Score -2918250 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2918274.250000 Penalty: 4959.628906
	Iteration 49Q: 3 clusters Score -2918274 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2918297.750000 Penalty: 4959.628906
	Iteration 50Q: 3 clusters Score -2918298 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2918314.000000 Penalty: 4959.628906
	Iteration 51Q: 3 clusters Score -2918314 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2918342.500000 Penalty: 4959.628906
	Iteration 52Q: 3 clusters Score -2918342 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2918371.500000 Penalty: 4959.628906
	Iteration 53Q: 3 clusters Score -2918372 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2918378.500000 Penalty: 4959.628906
	Iteration 54Q: 3 clusters Score -2918378 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2918406.000000 Penalty: 4959.628906
	Iteration 55Q: 3 clusters Score -2918406 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2918419.750000 Penalty: 4959.628906
	Iteration 56Q: 3 clusters Score -2918420 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2918450.500000 Penalty: 4959.628906
	Iteration 57Q: 3 clusters Score -2918450 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2918481.000000 Penalty: 4959.628906
	Iteration 58Q: 3 clusters Score -2918481 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2918496.000000 Penalty: 4959.628906
	Iteration 59Q: 3 clusters Score -2918496 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2918526.500000 Penalty: 4959.628906
	Iteration 60F: 3 clusters Score -2918526 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2918548.750000 Penalty: 4959.628906
	Iteration 61Q: 3 clusters Score -2918549 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2918576.250000 Penalty: 4959.628906
	Iteration 62Q: 3 clusters Score -2918576 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2918592.750000 Penalty: 4959.628906
	Iteration 63Q: 3 clusters Score -2918593 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2918601.000000 Penalty: 4959.628906
	Iteration 64Q: 3 clusters Score -2918601 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2918632.000000 Penalty: 4959.628906
	Iteration 65Q: 3 clusters Score -2918632 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2918651.000000 Penalty: 4959.628906
	Iteration 66Q: 3 clusters Score -2918651 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2918669.500000 Penalty: 4959.628906
	Iteration 67Q: 3 clusters Score -2918670 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2918688.750000 Penalty: 4959.628906
	Iteration 68Q: 3 clusters Score -2918689 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2918711.250000 Penalty: 4959.628906
	Iteration 69Q: 3 clusters Score -2918711 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2918739.500000 Penalty: 4959.628906
	Iteration 70Q: 3 clusters Score -2918740 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2918784.750000 Penalty: 4959.628906
	Iteration 71Q: 3 clusters Score -2918785 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2918835.750000 Penalty: 4959.628906
	Iteration 72Q: 3 clusters Score -2918836 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2918882.000000 Penalty: 4959.628906
	Iteration 73Q: 3 clusters Score -2918882 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2918917.000000 Penalty: 4959.628906
	Iteration 74Q: 3 clusters Score -2918917 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2918967.500000 Penalty: 4959.628906
	Iteration 75Q: 3 clusters Score -2918968 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2919046.500000 Penalty: 4959.628906
	Iteration 76Q: 3 clusters Score -2919046 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2919125.750000 Penalty: 4959.628906
	Iteration 77Q: 3 clusters Score -2919126 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2919253.000000 Penalty: 4959.628906
	Iteration 78Q: 3 clusters Score -2919253 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2919361.750000 Penalty: 4959.628906
	Iteration 79Q: 3 clusters Score -2919362 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2919471.250000 Penalty: 4959.628906
	Iteration 80F: 3 clusters Score -2919471 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2919549.500000 Penalty: 4959.628906
	Iteration 81Q: 3 clusters Score -2919550 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2919602.750000 Penalty: 4959.628906
	Iteration 82Q: 3 clusters Score -2919603 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2919632.000000 Penalty: 4959.628906
	Iteration 83Q: 3 clusters Score -2919632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2919666.000000 Penalty: 4959.628906
	Iteration 84Q: 3 clusters Score -2919666 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2919681.250000 Penalty: 4959.628906
	Iteration 85Q: 3 clusters Score -2919681 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2919681.750000 Penalty: 4959.628906
	Iteration 86Q: 3 clusters Score -2919682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2919692.750000 Penalty: 4959.628906
	Iteration 87Q: 3 clusters Score -2919693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2919692.500000 Penalty: 4959.628906
	Iteration 88Q: 3 clusters Score -2919692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2919693.000000 Penalty: 4959.628906
	Iteration 89Q: 3 clusters Score -2919693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2919698.750000 Penalty: 4959.628906
	Iteration 90Q: 3 clusters Score -2919699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2919701.750000 Penalty: 4959.628906
	Iteration 91Q: 3 clusters Score -2919702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2919700.750000 Penalty: 4959.628906
	Iteration 92Q: 3 clusters Score -2919701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2919703.750000 Penalty: 4959.628906
	Iteration 93Q: 3 clusters Score -2919704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2919702.750000 Penalty: 4959.628906
	Iteration 94Q: 3 clusters Score -2919703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2919701.250000 Penalty: 4959.628906
	Iteration 95Q: 3 clusters Score -2919701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2919704.000000 Penalty: 4959.628906
	Iteration 96Q: 3 clusters Score -2919704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2919710.000000 Penalty: 4959.628906
	Iteration 97Q: 3 clusters Score -2919710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2919705.750000 Penalty: 4959.628906
	Iteration 98Q: 3 clusters Score -2919706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2919707.500000 Penalty: 4959.628906
	Iteration 99Q: 3 clusters Score -2919708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2919707.500000 Penalty: 4959.628906
	Iteration 100F: 3 clusters Score -2919708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 149842 members 
Mstep: Class 3 contains 49190 members 
Mstep: Class 4 contains 9865 members 
Mstep: Class 5 contains 219646 members 
Mstep: Class 6 contains 124214 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 19852 members 
Mstep: Class 9 contains 6236 members 
Mstep: Class 10 contains 14563 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 53665 members 
Mstep: Class 13 contains 21548 members 
Mstep: Class 14 contains 11170 members 
Mstep: Class 15 contains 1482 members 
Mstep: Class 16 contains 37966 members 
Mstep: Class 17 contains 7872 members 
Mstep: Class 18 contains 42502 members 
Mstep: Class 19 contains 156987 members 
Mstep: Class 20 contains 40139 members 
Mstep: Class 21 contains 59749 members 
Mstep: Class 22 contains 15927 members 
Mstep: Class 23 contains 2158 members 
Entering Unmasked Estep 
Score: -142873024.000000 Penalty: 79101.007812
Splitting cluster 8 changes total score from -142864336.000000 to -142873024.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (6236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Entering Unmasked Estep 
Score: -839241.937500 Penalty: 2167.047363
	Iteration 0F: 2 clusters Score -839241.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -833924.750000 Penalty: 4334.094727
	Iteration 0F: 3 clusters Score -833924.8 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -835385.937500 Penalty: 4334.094727
	Iteration 1F: 3 clusters Score -835385.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -835664.625000 Penalty: 4334.094727
	Iteration 2F: 3 clusters Score -835664.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -835840.250000 Penalty: 4334.094727
	Iteration 3F: 3 clusters Score -835840.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -835967.062500 Penalty: 4334.094727
	Iteration 4Q: 3 clusters Score -835967.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -836067.875000 Penalty: 4334.094727
	Iteration 5Q: 3 clusters Score -836067.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -836136.687500 Penalty: 4334.094727
	Iteration 6Q: 3 clusters Score -836136.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -836204.937500 Penalty: 4334.094727
	Iteration 7Q: 3 clusters Score -836204.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -836268.875000 Penalty: 4334.094727
	Iteration 8Q: 3 clusters Score -836268.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -836355.625000 Penalty: 4334.094727
	Iteration 9Q: 3 clusters Score -836355.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -836452.750000 Penalty: 4334.094727
	Iteration 10Q: 3 clusters Score -836452.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -836604.000000 Penalty: 4334.094727
	Iteration 11Q: 3 clusters Score -836604 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -836791.375000 Penalty: 4334.094727
	Iteration 12Q: 3 clusters Score -836791.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -837044.812500 Penalty: 4334.094727
	Iteration 13Q: 3 clusters Score -837044.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -837386.375000 Penalty: 4334.094727
	Iteration 14F: 3 clusters Score -837386.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -837920.750000 Penalty: 4334.094727
	Iteration 15F: 3 clusters Score -837920.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -838693.125000 Penalty: 4334.094727
	Iteration 16F: 3 clusters Score -838693.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -839451.000000 Penalty: 4334.094727
	Iteration 17F: 3 clusters Score -839451 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -839808.875000 Penalty: 4334.094727
	Iteration 18Q: 3 clusters Score -839808.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -839890.937500 Penalty: 4334.094727
	Iteration 19Q: 3 clusters Score -839890.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -839905.187500 Penalty: 4334.094727
	Iteration 20F: 3 clusters Score -839905.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -839910.125000 Penalty: 4334.094727
	Iteration 21Q: 3 clusters Score -839910.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -839911.937500 Penalty: 4334.094727
	Iteration 22Q: 3 clusters Score -839911.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -839915.125000 Penalty: 4334.094727
	Iteration 23Q: 3 clusters Score -839915.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -839915.812500 Penalty: 4334.094727
	Iteration 24Q: 3 clusters Score -839915.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -839915.812500 Penalty: 4334.094727
	Iteration 25F: 3 clusters Score -839915.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 149842 members 
Mstep: Class 3 contains 49190 members 
Mstep: Class 4 contains 9865 members 
Mstep: Class 5 contains 219646 members 
Mstep: Class 6 contains 124214 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 19852 members 
Mstep: Class 9 contains 2059 members 
Mstep: Class 10 contains 14563 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 53665 members 
Mstep: Class 13 contains 21548 members 
Mstep: Class 14 contains 11170 members 
Mstep: Class 15 contains 1482 members 
Mstep: Class 16 contains 37966 members 
Mstep: Class 17 contains 7872 members 
Mstep: Class 18 contains 42502 members 
Mstep: Class 19 contains 156987 members 
Mstep: Class 20 contains 40139 members 
Mstep: Class 21 contains 59749 members 
Mstep: Class 22 contains 15927 members 
Mstep: Class 23 contains 2158 members 
Mstep: Class 24 contains 4177 members 
Entering Unmasked Estep 
Score: -142872032.000000 Penalty: 82540.179688
Splitting cluster 9 changes total score from -142864336.000000 to -142872032.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (14563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Entering Unmasked Estep 
Score: -1945173.500000 Penalty: 2377.387451
	Iteration 0F: 2 clusters Score -1945174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1934640.500000 Penalty: 4754.774902
	Iteration 0F: 3 clusters Score -1934640 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1938332.500000 Penalty: 4754.774902
	Iteration 1F: 3 clusters Score -1938332 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1939455.125000 Penalty: 4754.774902
	Iteration 2F: 3 clusters Score -1939455 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1941321.000000 Penalty: 4754.774902
	Iteration 3F: 3 clusters Score -1941321 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1943356.750000 Penalty: 4754.774902
	Iteration 4F: 3 clusters Score -1943357 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1944734.375000 Penalty: 4754.774902
	Iteration 5F: 3 clusters Score -1944734 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1945435.625000 Penalty: 4754.774902
	Iteration 6F: 3 clusters Score -1945436 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1945761.000000 Penalty: 4754.774902
	Iteration 7Q: 3 clusters Score -1945761 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1946071.750000 Penalty: 4754.774902
	Iteration 8Q: 3 clusters Score -1946072 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1946398.625000 Penalty: 4754.774902
	Iteration 9Q: 3 clusters Score -1946399 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1946715.875000 Penalty: 4754.774902
	Iteration 10Q: 3 clusters Score -1946716 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1946971.875000 Penalty: 4754.774902
	Iteration 11Q: 3 clusters Score -1946972 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1947165.125000 Penalty: 4754.774902
	Iteration 12Q: 3 clusters Score -1947165 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1947289.625000 Penalty: 4754.774902
	Iteration 13Q: 3 clusters Score -1947290 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1947402.125000 Penalty: 4754.774902
	Iteration 14Q: 3 clusters Score -1947402 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1947476.375000 Penalty: 4754.774902
	Iteration 15Q: 3 clusters Score -1947476 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1947531.250000 Penalty: 4754.774902
	Iteration 16Q: 3 clusters Score -1947531 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1947576.500000 Penalty: 4754.774902
	Iteration 17Q: 3 clusters Score -1947576 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1947605.000000 Penalty: 4754.774902
	Iteration 18Q: 3 clusters Score -1947605 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1947620.875000 Penalty: 4754.774902
	Iteration 19Q: 3 clusters Score -1947621 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1947632.875000 Penalty: 4754.774902
	Iteration 20F: 3 clusters Score -1947633 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1947643.250000 Penalty: 4754.774902
	Iteration 21Q: 3 clusters Score -1947643 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1947655.375000 Penalty: 4754.774902
	Iteration 22Q: 3 clusters Score -1947655 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1947662.000000 Penalty: 4754.774902
	Iteration 23Q: 3 clusters Score -1947662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1947668.250000 Penalty: 4754.774902
	Iteration 24Q: 3 clusters Score -1947668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1947674.000000 Penalty: 4754.774902
	Iteration 25Q: 3 clusters Score -1947674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1947670.000000 Penalty: 4754.774902
	Iteration 26Q: 3 clusters Score -1947670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1947679.750000 Penalty: 4754.774902
	Iteration 27Q: 3 clusters Score -1947680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1947679.625000 Penalty: 4754.774902
	Iteration 28Q: 3 clusters Score -1947680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1947680.375000 Penalty: 4754.774902
	Iteration 29Q: 3 clusters Score -1947680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1947681.125000 Penalty: 4754.774902
	Iteration 30Q: 3 clusters Score -1947681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1947686.375000 Penalty: 4754.774902
	Iteration 31Q: 3 clusters Score -1947686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1947687.250000 Penalty: 4754.774902
	Iteration 32Q: 3 clusters Score -1947687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1947686.875000 Penalty: 4754.774902
	Iteration 33Q: 3 clusters Score -1947687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1947686.125000 Penalty: 4754.774902
	Iteration 34Q: 3 clusters Score -1947686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1947687.750000 Penalty: 4754.774902
	Iteration 35Q: 3 clusters Score -1947688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1947687.750000 Penalty: 4754.774902
	Iteration 36F: 3 clusters Score -1947688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 149842 members 
Mstep: Class 3 contains 49190 members 
Mstep: Class 4 contains 9865 members 
Mstep: Class 5 contains 219646 members 
Mstep: Class 6 contains 124214 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 19852 members 
Mstep: Class 9 contains 2059 members 
Mstep: Class 10 contains 8714 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 53665 members 
Mstep: Class 13 contains 21548 members 
Mstep: Class 14 contains 11170 members 
Mstep: Class 15 contains 1482 members 
Mstep: Class 16 contains 37966 members 
Mstep: Class 17 contains 7872 members 
Mstep: Class 18 contains 42502 members 
Mstep: Class 19 contains 156987 members 
Mstep: Class 20 contains 40139 members 
Mstep: Class 21 contains 59749 members 
Mstep: Class 22 contains 15927 members 
Mstep: Class 23 contains 2158 members 
Mstep: Class 24 contains 4177 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
Score: -142873760.000000 Penalty: 85979.351562
Splitting cluster 10 changes total score from -142864336.000000 to -142873760.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (1499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Entering Unmasked Estep 
Score: -191193.015625 Penalty: 1813.513184
	Iteration 0F: 2 clusters Score -191193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -188974.437500 Penalty: 3627.026367
	Iteration 0F: 3 clusters Score -188974.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -189754.343750 Penalty: 3627.026367
	Iteration 1F: 3 clusters Score -189754.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -190644.750000 Penalty: 3627.026367
	Iteration 2F: 3 clusters Score -190644.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -191458.046875 Penalty: 3627.026367
	Iteration 3F: 3 clusters Score -191458 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -191981.000000 Penalty: 3627.026367
	Iteration 4F: 3 clusters Score -191981 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -192230.125000 Penalty: 3627.026367
	Iteration 5Q: 3 clusters Score -192230.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -192413.671875 Penalty: 3627.026367
	Iteration 6Q: 3 clusters Score -192413.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -192454.109375 Penalty: 3627.026367
	Iteration 7Q: 3 clusters Score -192454.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -192467.968750 Penalty: 3627.026367
	Iteration 8Q: 3 clusters Score -192468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -192480.015625 Penalty: 3627.026367
	Iteration 9Q: 3 clusters Score -192480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -192481.343750 Penalty: 3627.026367
	Iteration 10Q: 3 clusters Score -192481.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -192481.343750 Penalty: 3627.026367
	Iteration 11F: 3 clusters Score -192481.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 149842 members 
Mstep: Class 3 contains 49190 members 
Mstep: Class 4 contains 9865 members 
Mstep: Class 5 contains 219646 members 
Mstep: Class 6 contains 124214 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 19852 members 
Mstep: Class 9 contains 2059 members 
Mstep: Class 10 contains 8714 members 
Mstep: Class 11 contains 336 members 
Mstep: Class 12 contains 53665 members 
Mstep: Class 13 contains 21548 members 
Mstep: Class 14 contains 11170 members 
Mstep: Class 15 contains 1482 members 
Mstep: Class 16 contains 37966 members 
Mstep: Class 17 contains 7872 members 
Mstep: Class 18 contains 42502 members 
Mstep: Class 19 contains 156987 members 
Mstep: Class 20 contains 40139 members 
Mstep: Class 21 contains 59749 members 
Mstep: Class 22 contains 15927 members 
Mstep: Class 23 contains 2158 members 
Mstep: Class 24 contains 4177 members 
Mstep: Class 25 contains 5849 members 
Mstep: Class 26 contains 1163 members 
Entering Unmasked Estep 
Score: -142873424.000000 Penalty: 89418.531250
Splitting cluster 11 changes total score from -142864336.000000 to -142873424.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (53665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Entering Unmasked Estep 
Score: -7524487.500000 Penalty: 2700.848145
	Iteration 0F: 2 clusters Score -7524488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -7488634.500000 Penalty: 5401.696289
	Iteration 0F: 3 clusters Score -7488634 nChanged 24751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -7502279.000000 Penalty: 5401.696289
	Iteration 1F: 3 clusters Score -7502279 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -7502844.000000 Penalty: 5401.696289
	Iteration 2Q: 3 clusters Score -7502844 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -7503405.500000 Penalty: 5401.696289
	Iteration 3Q: 3 clusters Score -7503406 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -7504004.000000 Penalty: 5401.696289
	Iteration 4Q: 3 clusters Score -7504004 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -7504645.000000 Penalty: 5401.696289
	Iteration 5Q: 3 clusters Score -7504645 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -7505395.500000 Penalty: 5401.696289
	Iteration 6Q: 3 clusters Score -7505396 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -7506307.500000 Penalty: 5401.696289
	Iteration 7Q: 3 clusters Score -7506308 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -7507431.000000 Penalty: 5401.696289
	Iteration 8Q: 3 clusters Score -7507431 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -7508704.000000 Penalty: 5401.696289
	Iteration 9Q: 3 clusters Score -7508704 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -7510244.000000 Penalty: 5401.696289
	Iteration 10Q: 3 clusters Score -7510244 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -7512029.000000 Penalty: 5401.696289
	Iteration 11Q: 3 clusters Score -7512029 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -7513644.000000 Penalty: 5401.696289
	Iteration 12Q: 3 clusters Score -7513644 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -7514941.000000 Penalty: 5401.696289
	Iteration 13Q: 3 clusters Score -7514941 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -7515745.000000 Penalty: 5401.696289
	Iteration 14Q: 3 clusters Score -7515745 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -7516313.000000 Penalty: 5401.696289
	Iteration 15Q: 3 clusters Score -7516313 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -7516778.500000 Penalty: 5401.696289
	Iteration 16Q: 3 clusters Score -7516778 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -7517143.000000 Penalty: 5401.696289
	Iteration 17Q: 3 clusters Score -7517143 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -7517512.500000 Penalty: 5401.696289
	Iteration 18Q: 3 clusters Score -7517512 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -7517919.500000 Penalty: 5401.696289
	Iteration 19Q: 3 clusters Score -7517920 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -7518336.500000 Penalty: 5401.696289
	Iteration 20F: 3 clusters Score -7518336 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -7518810.000000 Penalty: 5401.696289
	Iteration 21Q: 3 clusters Score -7518810 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -7519289.500000 Penalty: 5401.696289
	Iteration 22Q: 3 clusters Score -7519290 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -7519721.000000 Penalty: 5401.696289
	Iteration 23Q: 3 clusters Score -7519721 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -7520191.000000 Penalty: 5401.696289
	Iteration 24Q: 3 clusters Score -7520191 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -7520669.500000 Penalty: 5401.696289
	Iteration 25Q: 3 clusters Score -7520670 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -7521166.500000 Penalty: 5401.696289
	Iteration 26Q: 3 clusters Score -7521166 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -7521663.000000 Penalty: 5401.696289
	Iteration 27Q: 3 clusters Score -7521663 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50774 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -7522078.500000 Penalty: 5401.696289
	Iteration 28Q: 3 clusters Score -7522078 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51275 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -7522429.500000 Penalty: 5401.696289
	Iteration 29Q: 3 clusters Score -7522430 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -7522653.500000 Penalty: 5401.696289
	Iteration 30Q: 3 clusters Score -7522654 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51928 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -7522804.500000 Penalty: 5401.696289
	Iteration 31Q: 3 clusters Score -7522804 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -7522949.500000 Penalty: 5401.696289
	Iteration 32Q: 3 clusters Score -7522950 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52324 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -7523033.500000 Penalty: 5401.696289
	Iteration 33Q: 3 clusters Score -7523034 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7523108.500000 Penalty: 5401.696289
	Iteration 34Q: 3 clusters Score -7523108 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -7523173.500000 Penalty: 5401.696289
	Iteration 35Q: 3 clusters Score -7523174 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7523207.500000 Penalty: 5401.696289
	Iteration 36Q: 3 clusters Score -7523208 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7523236.500000 Penalty: 5401.696289
	Iteration 37Q: 3 clusters Score -7523236 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7523243.000000 Penalty: 5401.696289
	Iteration 38Q: 3 clusters Score -7523243 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52702 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7523256.000000 Penalty: 5401.696289
	Iteration 39Q: 3 clusters Score -7523256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7523277.000000 Penalty: 5401.696289
	Iteration 40F: 3 clusters Score -7523277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -7523279.000000 Penalty: 5401.696289
	Iteration 41Q: 3 clusters Score -7523279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7523279.500000 Penalty: 5401.696289
	Iteration 42Q: 3 clusters Score -7523280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7523278.000000 Penalty: 5401.696289
	Iteration 43Q: 3 clusters Score -7523278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52747 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7523283.000000 Penalty: 5401.696289
	Iteration 44Q: 3 clusters Score -7523283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -7523289.000000 Penalty: 5401.696289
	Iteration 45Q: 3 clusters Score -7523289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52767 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7523278.500000 Penalty: 5401.696289
	Iteration 46Q: 3 clusters Score -7523278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7523294.500000 Penalty: 5401.696289
	Iteration 47Q: 3 clusters Score -7523294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7523292.000000 Penalty: 5401.696289
	Iteration 48Q: 3 clusters Score -7523292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7523291.000000 Penalty: 5401.696289
	Iteration 49Q: 3 clusters Score -7523291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7523289.500000 Penalty: 5401.696289
	Iteration 50Q: 3 clusters Score -7523290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -7523299.000000 Penalty: 5401.696289
	Iteration 51Q: 3 clusters Score -7523299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -7523299.000000 Penalty: 5401.696289
	Iteration 52F: 3 clusters Score -7523299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Entering Unmasked Estep 
Score: -2923914.750000 Penalty: 2474.553467
	Iteration 0F: 2 clusters Score -2923915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2908806.750000 Penalty: 4949.106934
	Iteration 0F: 3 clusters Score -2908807 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2914619.250000 Penalty: 4949.106934
	Iteration 1F: 3 clusters Score -2914619 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2915992.500000 Penalty: 4949.106934
	Iteration 2F: 3 clusters Score -2915992 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2917669.250000 Penalty: 4949.106934
	Iteration 3F: 3 clusters Score -2917669 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2919361.500000 Penalty: 4949.106934
	Iteration 4F: 3 clusters Score -2919362 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2920700.000000 Penalty: 4949.106934
	Iteration 5F: 3 clusters Score -2920700 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2921549.500000 Penalty: 4949.106934
	Iteration 6F: 3 clusters Score -2921550 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2922166.500000 Penalty: 4949.106934
	Iteration 7Q: 3 clusters Score -2922166 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -2922632.000000 Penalty: 4949.106934
	Iteration 8Q: 3 clusters Score -2922632 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2922934.500000 Penalty: 4949.106934
	Iteration 9Q: 3 clusters Score -2922934 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2923159.750000 Penalty: 4949.106934
	Iteration 10Q: 3 clusters Score -2923160 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2923301.500000 Penalty: 4949.106934
	Iteration 11Q: 3 clusters Score -2923302 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2923446.000000 Penalty: 4949.106934
	Iteration 12Q: 3 clusters Score -2923446 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2923598.750000 Penalty: 4949.106934
	Iteration 13Q: 3 clusters Score -2923599 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2923715.000000 Penalty: 4949.106934
	Iteration 14Q: 3 clusters Score -2923715 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2923788.500000 Penalty: 4949.106934
	Iteration 15Q: 3 clusters Score -2923788 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2923852.750000 Penalty: 4949.106934
	Iteration 16Q: 3 clusters Score -2923853 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2923916.000000 Penalty: 4949.106934
	Iteration 17Q: 3 clusters Score -2923916 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2923958.250000 Penalty: 4949.106934
	Iteration 18Q: 3 clusters Score -2923958 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2924021.250000 Penalty: 4949.106934
	Iteration 19Q: 3 clusters Score -2924021 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2924082.500000 Penalty: 4949.106934
	Iteration 20F: 3 clusters Score -2924082 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2924119.750000 Penalty: 4949.106934
	Iteration 21Q: 3 clusters Score -2924120 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2924143.250000 Penalty: 4949.106934
	Iteration 22Q: 3 clusters Score -2924143 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2924157.750000 Penalty: 4949.106934
	Iteration 23Q: 3 clusters Score -2924158 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2924176.250000 Penalty: 4949.106934
	Iteration 24Q: 3 clusters Score -2924176 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2924195.500000 Penalty: 4949.106934
	Iteration 25Q: 3 clusters Score -2924196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2924208.500000 Penalty: 4949.106934
	Iteration 26Q: 3 clusters Score -2924208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2924211.500000 Penalty: 4949.106934
	Iteration 27Q: 3 clusters Score -2924212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2924214.000000 Penalty: 4949.106934
	Iteration 28Q: 3 clusters Score -2924214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2924222.250000 Penalty: 4949.106934
	Iteration 29Q: 3 clusters Score -2924222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2924228.750000 Penalty: 4949.106934
	Iteration 30Q: 3 clusters Score -2924229 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2924230.750000 Penalty: 4949.106934
	Iteration 31Q: 3 clusters Score -2924231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2924240.750000 Penalty: 4949.106934
	Iteration 32Q: 3 clusters Score -2924241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2924247.500000 Penalty: 4949.106934
	Iteration 33Q: 3 clusters Score -2924248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2924255.500000 Penalty: 4949.106934
	Iteration 34Q: 3 clusters Score -2924256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2924261.000000 Penalty: 4949.106934
	Iteration 35Q: 3 clusters Score -2924261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2924259.250000 Penalty: 4949.106934
	Iteration 36Q: 3 clusters Score -2924259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2924263.250000 Penalty: 4949.106934
	Iteration 37Q: 3 clusters Score -2924263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2924265.500000 Penalty: 4949.106934
	Iteration 38Q: 3 clusters Score -2924266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2924272.250000 Penalty: 4949.106934
	Iteration 39Q: 3 clusters Score -2924272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2924272.500000 Penalty: 4949.106934
	Iteration 40F: 3 clusters Score -2924272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2924278.750000 Penalty: 4949.106934
	Iteration 41Q: 3 clusters Score -2924279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2924274.750000 Penalty: 4949.106934
	Iteration 42Q: 3 clusters Score -2924275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2924276.750000 Penalty: 4949.106934
	Iteration 43Q: 3 clusters Score -2924277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2924283.000000 Penalty: 4949.106934
	Iteration 44Q: 3 clusters Score -2924283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2924286.500000 Penalty: 4949.106934
	Iteration 45Q: 3 clusters Score -2924286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2924284.250000 Penalty: 4949.106934
	Iteration 46Q: 3 clusters Score -2924284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2924287.750000 Penalty: 4949.106934
	Iteration 47Q: 3 clusters Score -2924288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2924289.500000 Penalty: 4949.106934
	Iteration 48Q: 3 clusters Score -2924290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2924291.000000 Penalty: 4949.106934
	Iteration 49Q: 3 clusters Score -2924291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2924289.500000 Penalty: 4949.106934
	Iteration 50Q: 3 clusters Score -2924290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2924288.250000 Penalty: 4949.106934
	Iteration 51Q: 3 clusters Score -2924288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2924296.000000 Penalty: 4949.106934
	Iteration 52Q: 3 clusters Score -2924296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2924296.000000 Penalty: 4949.106934
	Iteration 53F: 3 clusters Score -2924296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 149842 members 
Mstep: Class 3 contains 49190 members 
Mstep: Class 4 contains 9865 members 
Mstep: Class 5 contains 219646 members 
Mstep: Class 6 contains 124214 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 19852 members 
Mstep: Class 9 contains 2059 members 
Mstep: Class 10 contains 8714 members 
Mstep: Class 11 contains 336 members 
Mstep: Class 12 contains 53665 members 
Mstep: Class 13 contains 18711 members 
Mstep: Class 14 contains 11170 members 
Mstep: Class 15 contains 1482 members 
Mstep: Class 16 contains 37966 members 
Mstep: Class 17 contains 7872 members 
Mstep: Class 18 contains 42502 members 
Mstep: Class 19 contains 156987 members 
Mstep: Class 20 contains 40139 members 
Mstep: Class 21 contains 59749 members 
Mstep: Class 22 contains 15927 members 
Mstep: Class 23 contains 2158 members 
Mstep: Class 24 contains 4177 members 
Mstep: Class 25 contains 5849 members 
Mstep: Class 26 contains 1163 members 
Mstep: Class 27 contains 2837 members 
Entering Unmasked Estep 
Score: -142872384.000000 Penalty: 92857.703125
Splitting cluster 13 changes total score from -142864336.000000 to -142872384.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (1482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Entering Unmasked Estep 
Score: -186837.671875 Penalty: 1810.684692
	Iteration 0F: 2 clusters Score -186837.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -184553.968750 Penalty: 3621.369385
	Iteration 0F: 3 clusters Score -184554 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -185083.359375 Penalty: 3621.369385
	Iteration 1F: 3 clusters Score -185083.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -185362.140625 Penalty: 3621.369385
	Iteration 2F: 3 clusters Score -185362.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -185599.484375 Penalty: 3621.369385
	Iteration 3F: 3 clusters Score -185599.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -185805.406250 Penalty: 3621.369385
	Iteration 4F: 3 clusters Score -185805.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -186109.406250 Penalty: 3621.369385
	Iteration 5F: 3 clusters Score -186109.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -186488.390625 Penalty: 3621.369385
	Iteration 6F: 3 clusters Score -186488.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -186956.921875 Penalty: 3621.369385
	Iteration 7F: 3 clusters Score -186956.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -187540.812500 Penalty: 3621.369385
	Iteration 8Q: 3 clusters Score -187540.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -187842.750000 Penalty: 3621.369385
	Iteration 9Q: 3 clusters Score -187842.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -187886.578125 Penalty: 3621.369385
	Iteration 10Q: 3 clusters Score -187886.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -187986.484375 Penalty: 3621.369385
	Iteration 11Q: 3 clusters Score -187986.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -188042.718750 Penalty: 3621.369385
	Iteration 12Q: 3 clusters Score -188042.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -188077.328125 Penalty: 3621.369385
	Iteration 13Q: 3 clusters Score -188077.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -188104.796875 Penalty: 3621.369385
	Iteration 14Q: 3 clusters Score -188104.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -188115.687500 Penalty: 3621.369385
	Iteration 15Q: 3 clusters Score -188115.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -188119.125000 Penalty: 3621.369385
	Iteration 16Q: 3 clusters Score -188119.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -188119.468750 Penalty: 3621.369385
	Iteration 17Q: 3 clusters Score -188119.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -188120.265625 Penalty: 3621.369385
	Iteration 18Q: 3 clusters Score -188120.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -188122.796875 Penalty: 3621.369385
	Iteration 19Q: 3 clusters Score -188122.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -188128.562500 Penalty: 3621.369385
	Iteration 20F: 3 clusters Score -188128.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -188130.890625 Penalty: 3621.369385
	Iteration 21Q: 3 clusters Score -188130.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -188131.875000 Penalty: 3621.369385
	Iteration 22Q: 3 clusters Score -188131.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -188132.718750 Penalty: 3621.369385
	Iteration 23Q: 3 clusters Score -188132.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -188134.265625 Penalty: 3621.369385
	Iteration 24Q: 3 clusters Score -188134.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -188134.265625 Penalty: 3621.369385
	Iteration 25F: 3 clusters Score -188134.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 149842 members 
Mstep: Class 3 contains 49190 members 
Mstep: Class 4 contains 9865 members 
Mstep: Class 5 contains 219646 members 
Mstep: Class 6 contains 124214 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 19852 members 
Mstep: Class 9 contains 2059 members 
Mstep: Class 10 contains 8714 members 
Mstep: Class 11 contains 336 members 
Mstep: Class 12 contains 53665 members 
Mstep: Class 13 contains 18711 members 
Mstep: Class 14 contains 11170 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 37966 members 
Mstep: Class 17 contains 7872 members 
Mstep: Class 18 contains 42502 members 
Mstep: Class 19 contains 156987 members 
Mstep: Class 20 contains 40139 members 
Mstep: Class 21 contains 59749 members 
Mstep: Class 22 contains 15927 members 
Mstep: Class 23 contains 2158 members 
Mstep: Class 24 contains 4177 members 
Mstep: Class 25 contains 5849 members 
Mstep: Class 26 contains 1163 members 
Mstep: Class 27 contains 2837 members 
Mstep: Class 28 contains 588 members 
Entering Unmasked Estep 
Score: -142871920.000000 Penalty: 96296.875000
Splitting cluster 15 changes total score from -142864336.000000 to -142871920.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (37966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Entering Unmasked Estep 
Score: -5333284.500000 Penalty: 2615.022705
	Iteration 0F: 2 clusters Score -5333284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -5307466.000000 Penalty: 5230.045410
	Iteration 0F: 3 clusters Score -5307466 nChanged 17346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -5317012.500000 Penalty: 5230.045410
	Iteration 1F: 3 clusters Score -5317012 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -5317638.000000 Penalty: 5230.045410
	Iteration 2Q: 3 clusters Score -5317638 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -5318261.500000 Penalty: 5230.045410
	Iteration 3Q: 3 clusters Score -5318262 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -5319003.500000 Penalty: 5230.045410
	Iteration 4Q: 3 clusters Score -5319004 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -5319875.000000 Penalty: 5230.045410
	Iteration 5Q: 3 clusters Score -5319875 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -5320924.000000 Penalty: 5230.045410
	Iteration 6F: 3 clusters Score -5320924 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -5322251.000000 Penalty: 5230.045410
	Iteration 7F: 3 clusters Score -5322251 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -5323788.500000 Penalty: 5230.045410
	Iteration 8F: 3 clusters Score -5323788 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -5325419.500000 Penalty: 5230.045410
	Iteration 9F: 3 clusters Score -5325420 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -5327106.000000 Penalty: 5230.045410
	Iteration 10F: 3 clusters Score -5327106 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -5328585.000000 Penalty: 5230.045410
	Iteration 11Q: 3 clusters Score -5328585 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -5329639.500000 Penalty: 5230.045410
	Iteration 12Q: 3 clusters Score -5329640 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -5330259.000000 Penalty: 5230.045410
	Iteration 13Q: 3 clusters Score -5330259 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -5330564.500000 Penalty: 5230.045410
	Iteration 14Q: 3 clusters Score -5330564 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -5330753.000000 Penalty: 5230.045410
	Iteration 15Q: 3 clusters Score -5330753 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -5330832.000000 Penalty: 5230.045410
	Iteration 16Q: 3 clusters Score -5330832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -5330875.000000 Penalty: 5230.045410
	Iteration 17Q: 3 clusters Score -5330875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -5330906.500000 Penalty: 5230.045410
	Iteration 18Q: 3 clusters Score -5330906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -5330922.500000 Penalty: 5230.045410
	Iteration 19Q: 3 clusters Score -5330922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -5330948.000000 Penalty: 5230.045410
	Iteration 20F: 3 clusters Score -5330948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -5330954.000000 Penalty: 5230.045410
	Iteration 21Q: 3 clusters Score -5330954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -5330964.000000 Penalty: 5230.045410
	Iteration 22Q: 3 clusters Score -5330964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -5330980.500000 Penalty: 5230.045410
	Iteration 23Q: 3 clusters Score -5330980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -5330992.000000 Penalty: 5230.045410
	Iteration 24Q: 3 clusters Score -5330992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -5330998.000000 Penalty: 5230.045410
	Iteration 25Q: 3 clusters Score -5330998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -5330998.000000 Penalty: 5230.045410
	Iteration 26F: 3 clusters Score -5330998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Entering Unmasked Estep 
Score: -977295.812500 Penalty: 2224.824707
	Iteration 0F: 2 clusters Score -977295.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -971043.750000 Penalty: 4449.649414
	Iteration 0F: 3 clusters Score -971043.8 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -974509.500000 Penalty: 4449.649414
	Iteration 1F: 3 clusters Score -974509.5 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -976431.062500 Penalty: 4449.649414
	Iteration 2F: 3 clusters Score -976431.1 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -977861.187500 Penalty: 4449.649414
	Iteration 3F: 3 clusters Score -977861.2 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -978826.437500 Penalty: 4449.649414
	Iteration 4F: 3 clusters Score -978826.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -979464.687500 Penalty: 4449.649414
	Iteration 5F: 3 clusters Score -979464.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -979866.000000 Penalty: 4449.649414
	Iteration 6Q: 3 clusters Score -979866 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -980210.375000 Penalty: 4449.649414
	Iteration 7Q: 3 clusters Score -980210.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -980477.187500 Penalty: 4449.649414
	Iteration 8Q: 3 clusters Score -980477.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -980681.750000 Penalty: 4449.649414
	Iteration 9Q: 3 clusters Score -980681.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -980793.937500 Penalty: 4449.649414
	Iteration 10Q: 3 clusters Score -980793.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -980829.625000 Penalty: 4449.649414
	Iteration 11Q: 3 clusters Score -980829.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -980847.312500 Penalty: 4449.649414
	Iteration 12Q: 3 clusters Score -980847.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -980854.500000 Penalty: 4449.649414
	Iteration 13Q: 3 clusters Score -980854.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -980865.000000 Penalty: 4449.649414
	Iteration 14Q: 3 clusters Score -980865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -980869.250000 Penalty: 4449.649414
	Iteration 15Q: 3 clusters Score -980869.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -980875.125000 Penalty: 4449.649414
	Iteration 16Q: 3 clusters Score -980875.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -980876.375000 Penalty: 4449.649414
	Iteration 17Q: 3 clusters Score -980876.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -980878.437500 Penalty: 4449.649414
	Iteration 18Q: 3 clusters Score -980878.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -980887.687500 Penalty: 4449.649414
	Iteration 19Q: 3 clusters Score -980887.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -980888.625000 Penalty: 4449.649414
	Iteration 20F: 3 clusters Score -980888.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -980889.062500 Penalty: 4449.649414
	Iteration 21Q: 3 clusters Score -980889.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -980889.062500 Penalty: 4449.649414
	Iteration 22F: 3 clusters Score -980889.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 149842 members 
Mstep: Class 3 contains 49190 members 
Mstep: Class 4 contains 9865 members 
Mstep: Class 5 contains 219646 members 
Mstep: Class 6 contains 124214 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 19852 members 
Mstep: Class 9 contains 2059 members 
Mstep: Class 10 contains 8714 members 
Mstep: Class 11 contains 336 members 
Mstep: Class 12 contains 53665 members 
Mstep: Class 13 contains 18711 members 
Mstep: Class 14 contains 11170 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 37966 members 
Mstep: Class 17 contains 6460 members 
Mstep: Class 18 contains 42502 members 
Mstep: Class 19 contains 156987 members 
Mstep: Class 20 contains 40139 members 
Mstep: Class 21 contains 59749 members 
Mstep: Class 22 contains 15927 members 
Mstep: Class 23 contains 2158 members 
Mstep: Class 24 contains 4177 members 
Mstep: Class 25 contains 5849 members 
Mstep: Class 26 contains 1163 members 
Mstep: Class 27 contains 2837 members 
Mstep: Class 28 contains 588 members 
Mstep: Class 29 contains 1412 members 
Entering Unmasked Estep 
Score: -142874384.000000 Penalty: 99736.046875
Splitting cluster 17 changes total score from -142864336.000000 to -142874384.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (42502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Entering Unmasked Estep 
Score: -5754711.000000 Penalty: 2643.011963
	Iteration 0F: 2 clusters Score -5754711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -5726225.000000 Penalty: 5286.023926
	Iteration 0F: 3 clusters Score -5726225 nChanged 19362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -5737011.500000 Penalty: 5286.023926
	Iteration 1F: 3 clusters Score -5737012 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -5738072.500000 Penalty: 5286.023926
	Iteration 2F: 3 clusters Score -5738072 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -5739698.500000 Penalty: 5286.023926
	Iteration 3F: 3 clusters Score -5739698 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -5742182.500000 Penalty: 5286.023926
	Iteration 4F: 3 clusters Score -5742182 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -5744783.500000 Penalty: 5286.023926
	Iteration 5F: 3 clusters Score -5744784 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -5747269.500000 Penalty: 5286.023926
	Iteration 6F: 3 clusters Score -5747270 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -5749255.500000 Penalty: 5286.023926
	Iteration 7F: 3 clusters Score -5749256 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -5750729.500000 Penalty: 5286.023926
	Iteration 8F: 3 clusters Score -5750730 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -5751901.500000 Penalty: 5286.023926
	Iteration 9Q: 3 clusters Score -5751902 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -5752961.500000 Penalty: 5286.023926
	Iteration 10Q: 3 clusters Score -5752962 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -5753963.500000 Penalty: 5286.023926
	Iteration 11Q: 3 clusters Score -5753964 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -5754588.000000 Penalty: 5286.023926
	Iteration 12Q: 3 clusters Score -5754588 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -5754988.500000 Penalty: 5286.023926
	Iteration 13Q: 3 clusters Score -5754988 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -5755311.000000 Penalty: 5286.023926
	Iteration 14Q: 3 clusters Score -5755311 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -5755563.000000 Penalty: 5286.023926
	Iteration 15Q: 3 clusters Score -5755563 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -5755794.500000 Penalty: 5286.023926
	Iteration 16Q: 3 clusters Score -5755794 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -5755970.500000 Penalty: 5286.023926
	Iteration 17Q: 3 clusters Score -5755970 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -5756094.000000 Penalty: 5286.023926
	Iteration 18Q: 3 clusters Score -5756094 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -5756188.500000 Penalty: 5286.023926
	Iteration 19Q: 3 clusters Score -5756188 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -5756236.500000 Penalty: 5286.023926
	Iteration 20F: 3 clusters Score -5756236 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -5756259.500000 Penalty: 5286.023926
	Iteration 21Q: 3 clusters Score -5756260 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -5756265.500000 Penalty: 5286.023926
	Iteration 22Q: 3 clusters Score -5756266 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -5756278.000000 Penalty: 5286.023926
	Iteration 23Q: 3 clusters Score -5756278 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -5756307.500000 Penalty: 5286.023926
	Iteration 24Q: 3 clusters Score -5756308 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -5756310.500000 Penalty: 5286.023926
	Iteration 25Q: 3 clusters Score -5756310 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -5756317.500000 Penalty: 5286.023926
	Iteration 26Q: 3 clusters Score -5756318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -5756326.500000 Penalty: 5286.023926
	Iteration 27Q: 3 clusters Score -5756326 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -5756320.500000 Penalty: 5286.023926
	Iteration 28Q: 3 clusters Score -5756320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -5756329.000000 Penalty: 5286.023926
	Iteration 29Q: 3 clusters Score -5756329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -5756326.500000 Penalty: 5286.023926
	Iteration 30Q: 3 clusters Score -5756326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -5756332.500000 Penalty: 5286.023926
	Iteration 31Q: 3 clusters Score -5756332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -5756330.500000 Penalty: 5286.023926
	Iteration 32Q: 3 clusters Score -5756330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -5756329.000000 Penalty: 5286.023926
	Iteration 33Q: 3 clusters Score -5756329 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -5756318.500000 Penalty: 5286.023926
	Iteration 34Q: 3 clusters Score -5756318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -5756325.500000 Penalty: 5286.023926
	Iteration 35Q: 3 clusters Score -5756326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -5756326.500000 Penalty: 5286.023926
	Iteration 36Q: 3 clusters Score -5756326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -5756320.000000 Penalty: 5286.023926
	Iteration 37Q: 3 clusters Score -5756320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -5756327.500000 Penalty: 5286.023926
	Iteration 38Q: 3 clusters Score -5756328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -5756323.500000 Penalty: 5286.023926
	Iteration 39Q: 3 clusters Score -5756324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -5756319.500000 Penalty: 5286.023926
	Iteration 40F: 3 clusters Score -5756320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -5756320.000000 Penalty: 5286.023926
	Iteration 41Q: 3 clusters Score -5756320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -5756320.000000 Penalty: 5286.023926
	Iteration 42F: 3 clusters Score -5756320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 149842 members 
Mstep: Class 3 contains 49190 members 
Mstep: Class 4 contains 9865 members 
Mstep: Class 5 contains 219646 members 
Mstep: Class 6 contains 124214 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 19852 members 
Mstep: Class 9 contains 2059 members 
Mstep: Class 10 contains 8714 members 
Mstep: Class 11 contains 336 members 
Mstep: Class 12 contains 53665 members 
Mstep: Class 13 contains 18711 members 
Mstep: Class 14 contains 11170 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 37966 members 
Mstep: Class 17 contains 6460 members 
Mstep: Class 18 contains 28190 members 
Mstep: Class 19 contains 156987 members 
Mstep: Class 20 contains 40139 members 
Mstep: Class 21 contains 59749 members 
Mstep: Class 22 contains 15927 members 
Mstep: Class 23 contains 2158 members 
Mstep: Class 24 contains 4177 members 
Mstep: Class 25 contains 5849 members 
Mstep: Class 26 contains 1163 members 
Mstep: Class 27 contains 2837 members 
Mstep: Class 28 contains 588 members 
Mstep: Class 29 contains 1412 members 
Mstep: Class 30 contains 14312 members 
Entering Unmasked Estep 
Score: -142875728.000000 Penalty: 103175.226562
Splitting cluster 18 changes total score from -142864336.000000 to -142875728.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (156987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156987 members 
Entering Unmasked Estep 
Score: -21853330.000000 Penalty: 2967.051758
	Iteration 0F: 2 clusters Score -2.185333e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78530 members 
Mstep: Class 2 contains 78457 members 
Entering Unmasked Estep 
Score: -21755912.000000 Penalty: 5934.103516
	Iteration 0F: 3 clusters Score -2.175591e+07 nChanged 74991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78407 members 
Mstep: Class 2 contains 78580 members 
Entering Unmasked Estep 
Score: -21799216.000000 Penalty: 5934.103516
	Iteration 1F: 3 clusters Score -2.179922e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78604 members 
Mstep: Class 2 contains 78383 members 
Entering Unmasked Estep 
Score: -21799960.000000 Penalty: 5934.103516
	Iteration 2Q: 3 clusters Score -2.179996e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 78119 members 
Entering Unmasked Estep 
Score: -21800830.000000 Penalty: 5934.103516
	Iteration 3Q: 3 clusters Score -2.180083e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79285 members 
Mstep: Class 2 contains 77702 members 
Entering Unmasked Estep 
Score: -21801734.000000 Penalty: 5934.103516
	Iteration 4Q: 3 clusters Score -2.180173e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79863 members 
Mstep: Class 2 contains 77124 members 
Entering Unmasked Estep 
Score: -21802796.000000 Penalty: 5934.103516
	Iteration 5Q: 3 clusters Score -2.18028e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80775 members 
Mstep: Class 2 contains 76212 members 
Entering Unmasked Estep 
Score: -21803908.000000 Penalty: 5934.103516
	Iteration 6Q: 3 clusters Score -2.180391e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82134 members 
Mstep: Class 2 contains 74853 members 
Entering Unmasked Estep 
Score: -21805610.000000 Penalty: 5934.103516
	Iteration 7Q: 3 clusters Score -2.180561e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84152 members 
Mstep: Class 2 contains 72835 members 
Entering Unmasked Estep 
Score: -21807734.000000 Penalty: 5934.103516
	Iteration 8Q: 3 clusters Score -2.180773e+07 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86921 members 
Mstep: Class 2 contains 70066 members 
Entering Unmasked Estep 
Score: -21810534.000000 Penalty: 5934.103516
	Iteration 9Q: 3 clusters Score -2.181053e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90516 members 
Mstep: Class 2 contains 66471 members 
Entering Unmasked Estep 
Score: -21814366.000000 Penalty: 5934.103516
	Iteration 10Q: 3 clusters Score -2.181437e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94600 members 
Mstep: Class 2 contains 62387 members 
Entering Unmasked Estep 
Score: -21819506.000000 Penalty: 5934.103516
	Iteration 11F: 3 clusters Score -2.181951e+07 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98737 members 
Mstep: Class 2 contains 58250 members 
Entering Unmasked Estep 
Score: -21825744.000000 Penalty: 5934.103516
	Iteration 12F: 3 clusters Score -2.182574e+07 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102238 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -21831582.000000 Penalty: 5934.103516
	Iteration 13F: 3 clusters Score -2.183158e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105105 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -21835580.000000 Penalty: 5934.103516
	Iteration 14Q: 3 clusters Score -2.183558e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107503 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -21837974.000000 Penalty: 5934.103516
	Iteration 15Q: 3 clusters Score -2.183797e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109866 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -21839068.000000 Penalty: 5934.103516
	Iteration 16Q: 3 clusters Score -2.183907e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112243 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -21840038.000000 Penalty: 5934.103516
	Iteration 17Q: 3 clusters Score -2.184004e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114750 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -21840688.000000 Penalty: 5934.103516
	Iteration 18Q: 3 clusters Score -2.184069e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117383 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -21841406.000000 Penalty: 5934.103516
	Iteration 19Q: 3 clusters Score -2.184141e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120065 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -21842028.000000 Penalty: 5934.103516
	Iteration 20F: 3 clusters Score -2.184203e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122761 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -21842674.000000 Penalty: 5934.103516
	Iteration 21Q: 3 clusters Score -2.184267e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125481 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -21843374.000000 Penalty: 5934.103516
	Iteration 22Q: 3 clusters Score -2.184337e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128206 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -21844026.000000 Penalty: 5934.103516
	Iteration 23Q: 3 clusters Score -2.184403e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130867 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -21844916.000000 Penalty: 5934.103516
	Iteration 24Q: 3 clusters Score -2.184492e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133494 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -21845464.000000 Penalty: 5934.103516
	Iteration 25Q: 3 clusters Score -2.184546e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136026 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -21846086.000000 Penalty: 5934.103516
	Iteration 26Q: 3 clusters Score -2.184609e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138346 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -21846572.000000 Penalty: 5934.103516
	Iteration 27Q: 3 clusters Score -2.184657e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140592 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -21847282.000000 Penalty: 5934.103516
	Iteration 28Q: 3 clusters Score -2.184728e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142635 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -21847838.000000 Penalty: 5934.103516
	Iteration 29Q: 3 clusters Score -2.184784e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144470 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -21848272.000000 Penalty: 5934.103516
	Iteration 30Q: 3 clusters Score -2.184827e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146103 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -21848710.000000 Penalty: 5934.103516
	Iteration 31Q: 3 clusters Score -2.184871e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147522 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -21849086.000000 Penalty: 5934.103516
	Iteration 32Q: 3 clusters Score -2.184909e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148746 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -21849332.000000 Penalty: 5934.103516
	Iteration 33Q: 3 clusters Score -2.184933e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149780 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -21849708.000000 Penalty: 5934.103516
	Iteration 34Q: 3 clusters Score -2.184971e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150673 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -21849890.000000 Penalty: 5934.103516
	Iteration 35Q: 3 clusters Score -2.184989e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151412 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -21850108.000000 Penalty: 5934.103516
	Iteration 36Q: 3 clusters Score -2.185011e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152059 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -21850318.000000 Penalty: 5934.103516
	Iteration 37Q: 3 clusters Score -2.185032e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152599 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -21850418.000000 Penalty: 5934.103516
	Iteration 38Q: 3 clusters Score -2.185042e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153067 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -21850472.000000 Penalty: 5934.103516
	Iteration 39Q: 3 clusters Score -2.185047e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153420 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -21850540.000000 Penalty: 5934.103516
	Iteration 40F: 3 clusters Score -2.185054e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153688 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -21850600.000000 Penalty: 5934.103516
	Iteration 41Q: 3 clusters Score -2.18506e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153919 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -21850646.000000 Penalty: 5934.103516
	Iteration 42Q: 3 clusters Score -2.185065e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154116 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -21850674.000000 Penalty: 5934.103516
	Iteration 43Q: 3 clusters Score -2.185067e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154288 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -21850752.000000 Penalty: 5934.103516
	Iteration 44Q: 3 clusters Score -2.185075e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154425 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -21850750.000000 Penalty: 5934.103516
	Iteration 45Q: 3 clusters Score -2.185075e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154557 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -21850770.000000 Penalty: 5934.103516
	Iteration 46Q: 3 clusters Score -2.185077e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154677 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -21850800.000000 Penalty: 5934.103516
	Iteration 47Q: 3 clusters Score -2.18508e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154753 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -21850816.000000 Penalty: 5934.103516
	Iteration 48Q: 3 clusters Score -2.185082e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154823 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -21850810.000000 Penalty: 5934.103516
	Iteration 49Q: 3 clusters Score -2.185081e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154883 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -21850844.000000 Penalty: 5934.103516
	Iteration 50Q: 3 clusters Score -2.185084e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154943 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -21850870.000000 Penalty: 5934.103516
	Iteration 51Q: 3 clusters Score -2.185087e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154993 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -21850892.000000 Penalty: 5934.103516
	Iteration 52Q: 3 clusters Score -2.185089e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155042 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -21850896.000000 Penalty: 5934.103516
	Iteration 53Q: 3 clusters Score -2.18509e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155083 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -21850896.000000 Penalty: 5934.103516
	Iteration 54Q: 3 clusters Score -2.18509e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155113 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -21850908.000000 Penalty: 5934.103516
	Iteration 55Q: 3 clusters Score -2.185091e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155146 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -21850964.000000 Penalty: 5934.103516
	Iteration 56Q: 3 clusters Score -2.185096e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155179 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -21850974.000000 Penalty: 5934.103516
	Iteration 57Q: 3 clusters Score -2.185097e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155206 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -21850978.000000 Penalty: 5934.103516
	Iteration 58Q: 3 clusters Score -2.185098e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155222 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -21850980.000000 Penalty: 5934.103516
	Iteration 59Q: 3 clusters Score -2.185098e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155239 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -21850970.000000 Penalty: 5934.103516
	Iteration 60F: 3 clusters Score -2.185097e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155259 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -21850982.000000 Penalty: 5934.103516
	Iteration 61Q: 3 clusters Score -2.185098e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155282 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -21850970.000000 Penalty: 5934.103516
	Iteration 62Q: 3 clusters Score -2.185097e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155308 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -21850966.000000 Penalty: 5934.103516
	Iteration 63Q: 3 clusters Score -2.185097e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155324 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -21850972.000000 Penalty: 5934.103516
	Iteration 64Q: 3 clusters Score -2.185097e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155340 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -21850996.000000 Penalty: 5934.103516
	Iteration 65Q: 3 clusters Score -2.1851e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155352 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -21851014.000000 Penalty: 5934.103516
	Iteration 66Q: 3 clusters Score -2.185101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155361 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -21851018.000000 Penalty: 5934.103516
	Iteration 67Q: 3 clusters Score -2.185102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155367 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -21851002.000000 Penalty: 5934.103516
	Iteration 68Q: 3 clusters Score -2.1851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155373 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -21851012.000000 Penalty: 5934.103516
	Iteration 69Q: 3 clusters Score -2.185101e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155379 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -21851000.000000 Penalty: 5934.103516
	Iteration 70Q: 3 clusters Score -2.1851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155384 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -21851016.000000 Penalty: 5934.103516
	Iteration 71Q: 3 clusters Score -2.185102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155386 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -21851008.000000 Penalty: 5934.103516
	Iteration 72Q: 3 clusters Score -2.185101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155390 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -21851024.000000 Penalty: 5934.103516
	Iteration 73Q: 3 clusters Score -2.185102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155392 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -21851026.000000 Penalty: 5934.103516
	Iteration 74Q: 3 clusters Score -2.185103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155394 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -21851036.000000 Penalty: 5934.103516
	Iteration 75Q: 3 clusters Score -2.185104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155398 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -21851030.000000 Penalty: 5934.103516
	Iteration 76Q: 3 clusters Score -2.185103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155403 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -21851018.000000 Penalty: 5934.103516
	Iteration 77Q: 3 clusters Score -2.185102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155405 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -21851012.000000 Penalty: 5934.103516
	Iteration 78Q: 3 clusters Score -2.185101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155404 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -21851024.000000 Penalty: 5934.103516
	Iteration 79Q: 3 clusters Score -2.185102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155404 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -21851024.000000 Penalty: 5934.103516
	Iteration 80F: 3 clusters Score -2.185102e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Entering Unmasked Estep 
Score: -5404930.000000 Penalty: 2628.825684
	Iteration 0F: 2 clusters Score -5404930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -5377531.000000 Penalty: 5257.651367
	Iteration 0F: 3 clusters Score -5377531 nChanged 18414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -5387672.500000 Penalty: 5257.651367
	Iteration 1F: 3 clusters Score -5387672 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -5388210.500000 Penalty: 5257.651367
	Iteration 2Q: 3 clusters Score -5388210 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -5388769.000000 Penalty: 5257.651367
	Iteration 3Q: 3 clusters Score -5388769 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -5389590.500000 Penalty: 5257.651367
	Iteration 4Q: 3 clusters Score -5389590 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -5390584.000000 Penalty: 5257.651367
	Iteration 5Q: 3 clusters Score -5390584 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -5391579.500000 Penalty: 5257.651367
	Iteration 6Q: 3 clusters Score -5391580 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -5392497.500000 Penalty: 5257.651367
	Iteration 7Q: 3 clusters Score -5392498 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -5393400.000000 Penalty: 5257.651367
	Iteration 8Q: 3 clusters Score -5393400 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -5394342.500000 Penalty: 5257.651367
	Iteration 9Q: 3 clusters Score -5394342 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -5395487.500000 Penalty: 5257.651367
	Iteration 10F: 3 clusters Score -5395488 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -5396758.000000 Penalty: 5257.651367
	Iteration 11F: 3 clusters Score -5396758 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -5397967.500000 Penalty: 5257.651367
	Iteration 12F: 3 clusters Score -5397968 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -5398867.000000 Penalty: 5257.651367
	Iteration 13Q: 3 clusters Score -5398867 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -5399474.500000 Penalty: 5257.651367
	Iteration 14Q: 3 clusters Score -5399474 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -5399819.000000 Penalty: 5257.651367
	Iteration 15Q: 3 clusters Score -5399819 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -5399982.500000 Penalty: 5257.651367
	Iteration 16Q: 3 clusters Score -5399982 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -5400099.500000 Penalty: 5257.651367
	Iteration 17Q: 3 clusters Score -5400100 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -5400153.000000 Penalty: 5257.651367
	Iteration 18Q: 3 clusters Score -5400153 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -5400186.000000 Penalty: 5257.651367
	Iteration 19Q: 3 clusters Score -5400186 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -5400228.000000 Penalty: 5257.651367
	Iteration 20F: 3 clusters Score -5400228 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -5400263.500000 Penalty: 5257.651367
	Iteration 21Q: 3 clusters Score -5400264 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -5400285.000000 Penalty: 5257.651367
	Iteration 22Q: 3 clusters Score -5400285 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -5400317.500000 Penalty: 5257.651367
	Iteration 23Q: 3 clusters Score -5400318 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -5400319.500000 Penalty: 5257.651367
	Iteration 24Q: 3 clusters Score -5400320 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -5400367.000000 Penalty: 5257.651367
	Iteration 25Q: 3 clusters Score -5400367 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -5400435.000000 Penalty: 5257.651367
	Iteration 26Q: 3 clusters Score -5400435 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -5400486.000000 Penalty: 5257.651367
	Iteration 27Q: 3 clusters Score -5400486 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -5400581.500000 Penalty: 5257.651367
	Iteration 28Q: 3 clusters Score -5400582 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -5400684.500000 Penalty: 5257.651367
	Iteration 29Q: 3 clusters Score -5400684 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -5400825.500000 Penalty: 5257.651367
	Iteration 30Q: 3 clusters Score -5400826 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -5400977.000000 Penalty: 5257.651367
	Iteration 31Q: 3 clusters Score -5400977 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -5401187.000000 Penalty: 5257.651367
	Iteration 32Q: 3 clusters Score -5401187 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -5401481.500000 Penalty: 5257.651367
	Iteration 33Q: 3 clusters Score -5401482 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -5401813.000000 Penalty: 5257.651367
	Iteration 34Q: 3 clusters Score -5401813 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -5402274.500000 Penalty: 5257.651367
	Iteration 35Q: 3 clusters Score -5402274 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -5402828.000000 Penalty: 5257.651367
	Iteration 36Q: 3 clusters Score -5402828 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -5403312.500000 Penalty: 5257.651367
	Iteration 37Q: 3 clusters Score -5403312 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -5403668.500000 Penalty: 5257.651367
	Iteration 38Q: 3 clusters Score -5403668 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -5403837.000000 Penalty: 5257.651367
	Iteration 39Q: 3 clusters Score -5403837 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -5404327.500000 Penalty: 5257.651367
	Iteration 40F: 3 clusters Score -5404328 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -5405163.500000 Penalty: 5257.651367
	Iteration 41Q: 3 clusters Score -5405164 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -5405560.500000 Penalty: 5257.651367
	Iteration 42Q: 3 clusters Score -5405560 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -5405696.500000 Penalty: 5257.651367
	Iteration 43Q: 3 clusters Score -5405696 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -5405726.500000 Penalty: 5257.651367
	Iteration 44Q: 3 clusters Score -5405726 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -5405779.500000 Penalty: 5257.651367
	Iteration 45Q: 3 clusters Score -5405780 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -5405793.000000 Penalty: 5257.651367
	Iteration 46Q: 3 clusters Score -5405793 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -5405809.000000 Penalty: 5257.651367
	Iteration 47Q: 3 clusters Score -5405809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -5405814.500000 Penalty: 5257.651367
	Iteration 48Q: 3 clusters Score -5405814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -5405819.500000 Penalty: 5257.651367
	Iteration 49Q: 3 clusters Score -5405820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -5405823.000000 Penalty: 5257.651367
	Iteration 50Q: 3 clusters Score -5405823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -5405826.500000 Penalty: 5257.651367
	Iteration 51Q: 3 clusters Score -5405826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -5405832.500000 Penalty: 5257.651367
	Iteration 52Q: 3 clusters Score -5405832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -5405829.000000 Penalty: 5257.651367
	Iteration 53Q: 3 clusters Score -5405829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -5405829.000000 Penalty: 5257.651367
	Iteration 54Q: 3 clusters Score -5405829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -5405828.500000 Penalty: 5257.651367
	Iteration 55Q: 3 clusters Score -5405828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -5405828.500000 Penalty: 5257.651367
	Iteration 56F: 3 clusters Score -5405828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 149842 members 
Mstep: Class 3 contains 49190 members 
Mstep: Class 4 contains 9865 members 
Mstep: Class 5 contains 219646 members 
Mstep: Class 6 contains 124214 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 19852 members 
Mstep: Class 9 contains 2059 members 
Mstep: Class 10 contains 8714 members 
Mstep: Class 11 contains 336 members 
Mstep: Class 12 contains 53665 members 
Mstep: Class 13 contains 18711 members 
Mstep: Class 14 contains 11170 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 37966 members 
Mstep: Class 17 contains 6460 members 
Mstep: Class 18 contains 28190 members 
Mstep: Class 19 contains 156987 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 21 contains 59749 members 
Mstep: Class 22 contains 15927 members 
Mstep: Class 23 contains 2158 members 
Mstep: Class 24 contains 4177 members 
Mstep: Class 25 contains 5849 members 
Mstep: Class 26 contains 1163 members 
Mstep: Class 27 contains 2837 members 
Mstep: Class 28 contains 588 members 
Mstep: Class 29 contains 1412 members 
Mstep: Class 30 contains 14312 members 
Mstep: Class 31 contains 38163 members 
Entering Unmasked Estep 
Score: -142876272.000000 Penalty: 106614.398438
Splitting cluster 20 changes total score from -142864336.000000 to -142876272.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (59749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59749 members 
Entering Unmasked Estep 
Score: -8204738.000000 Penalty: 2727.481201
	Iteration 0F: 2 clusters Score -8204738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -8164768.500000 Penalty: 5454.962402
	Iteration 0F: 3 clusters Score -8164768 nChanged 27628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -8180571.000000 Penalty: 5454.962402
	Iteration 1F: 3 clusters Score -8180571 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -8181415.000000 Penalty: 5454.962402
	Iteration 2Q: 3 clusters Score -8181415 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -8182661.000000 Penalty: 5454.962402
	Iteration 3Q: 3 clusters Score -8182661 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -8184642.000000 Penalty: 5454.962402
	Iteration 4F: 3 clusters Score -8184642 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -8187633.500000 Penalty: 5454.962402
	Iteration 5F: 3 clusters Score -8187634 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -8191687.500000 Penalty: 5454.962402
	Iteration 6F: 3 clusters Score -8191688 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49893 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -8195917.000000 Penalty: 5454.962402
	Iteration 7F: 3 clusters Score -8195917 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -8199113.500000 Penalty: 5454.962402
	Iteration 8F: 3 clusters Score -8199114 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -8201026.000000 Penalty: 5454.962402
	Iteration 9Q: 3 clusters Score -8201026 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56163 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -8202098.500000 Penalty: 5454.962402
	Iteration 10Q: 3 clusters Score -8202098 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56650 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -8202711.500000 Penalty: 5454.962402
	Iteration 11Q: 3 clusters Score -8202712 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56869 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -8203162.000000 Penalty: 5454.962402
	Iteration 12Q: 3 clusters Score -8203162 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56936 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -8203475.500000 Penalty: 5454.962402
	Iteration 13Q: 3 clusters Score -8203476 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56934 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -8203746.000000 Penalty: 5454.962402
	Iteration 14Q: 3 clusters Score -8203746 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -8203931.500000 Penalty: 5454.962402
	Iteration 15Q: 3 clusters Score -8203932 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56815 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -8204096.000000 Penalty: 5454.962402
	Iteration 16Q: 3 clusters Score -8204096 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -8204241.000000 Penalty: 5454.962402
	Iteration 17Q: 3 clusters Score -8204241 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56643 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -8204396.000000 Penalty: 5454.962402
	Iteration 18Q: 3 clusters Score -8204396 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -8204458.500000 Penalty: 5454.962402
	Iteration 19Q: 3 clusters Score -8204458 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -8204545.000000 Penalty: 5454.962402
	Iteration 20F: 3 clusters Score -8204545 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -8204612.500000 Penalty: 5454.962402
	Iteration 21Q: 3 clusters Score -8204612 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -8204627.000000 Penalty: 5454.962402
	Iteration 22Q: 3 clusters Score -8204627 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -8204638.500000 Penalty: 5454.962402
	Iteration 23Q: 3 clusters Score -8204638 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -8204670.500000 Penalty: 5454.962402
	Iteration 24Q: 3 clusters Score -8204670 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -8204684.000000 Penalty: 5454.962402
	Iteration 25Q: 3 clusters Score -8204684 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56016 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -8204696.500000 Penalty: 5454.962402
	Iteration 26Q: 3 clusters Score -8204696 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55969 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -8204696.500000 Penalty: 5454.962402
	Iteration 27Q: 3 clusters Score -8204696 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55925 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -8204702.500000 Penalty: 5454.962402
	Iteration 28Q: 3 clusters Score -8204702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -8204707.500000 Penalty: 5454.962402
	Iteration 29Q: 3 clusters Score -8204708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55853 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -8204724.000000 Penalty: 5454.962402
	Iteration 30Q: 3 clusters Score -8204724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -8204717.500000 Penalty: 5454.962402
	Iteration 31Q: 3 clusters Score -8204718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -8204732.000000 Penalty: 5454.962402
	Iteration 32Q: 3 clusters Score -8204732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -8204732.000000 Penalty: 5454.962402
	Iteration 33Q: 3 clusters Score -8204732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55738 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -8204742.000000 Penalty: 5454.962402
	Iteration 34Q: 3 clusters Score -8204742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -8204745.000000 Penalty: 5454.962402
	Iteration 35Q: 3 clusters Score -8204745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55702 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -8204749.500000 Penalty: 5454.962402
	Iteration 36Q: 3 clusters Score -8204750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55683 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -8204738.000000 Penalty: 5454.962402
	Iteration 37Q: 3 clusters Score -8204738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55662 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -8204734.000000 Penalty: 5454.962402
	Iteration 38Q: 3 clusters Score -8204734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -8204737.000000 Penalty: 5454.962402
	Iteration 39Q: 3 clusters Score -8204737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55638 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -8204737.500000 Penalty: 5454.962402
	Iteration 40F: 3 clusters Score -8204738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -8204739.500000 Penalty: 5454.962402
	Iteration 41Q: 3 clusters Score -8204740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55616 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -8204744.000000 Penalty: 5454.962402
	Iteration 42Q: 3 clusters Score -8204744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -8204754.000000 Penalty: 5454.962402
	Iteration 43Q: 3 clusters Score -8204754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -8204758.500000 Penalty: 5454.962402
	Iteration 44Q: 3 clusters Score -8204758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -8204764.000000 Penalty: 5454.962402
	Iteration 45Q: 3 clusters Score -8204764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55581 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -8204774.500000 Penalty: 5454.962402
	Iteration 46Q: 3 clusters Score -8204774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55572 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -8204783.000000 Penalty: 5454.962402
	Iteration 47Q: 3 clusters Score -8204783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55565 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -8204772.000000 Penalty: 5454.962402
	Iteration 48Q: 3 clusters Score -8204772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55555 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -8204772.000000 Penalty: 5454.962402
	Iteration 49Q: 3 clusters Score -8204772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -8204763.500000 Penalty: 5454.962402
	Iteration 50Q: 3 clusters Score -8204764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -8204758.000000 Penalty: 5454.962402
	Iteration 51Q: 3 clusters Score -8204758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55524 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -8204767.000000 Penalty: 5454.962402
	Iteration 52Q: 3 clusters Score -8204767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55519 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -8204775.000000 Penalty: 5454.962402
	Iteration 53Q: 3 clusters Score -8204775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -8204773.500000 Penalty: 5454.962402
	Iteration 54Q: 3 clusters Score -8204774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -8204773.500000 Penalty: 5454.962402
	Iteration 55F: 3 clusters Score -8204774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 149842 members 
Mstep: Class 3 contains 49190 members 
Mstep: Class 4 contains 9865 members 
Mstep: Class 5 contains 219646 members 
Mstep: Class 6 contains 124214 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 19852 members 
Mstep: Class 9 contains 2059 members 
Mstep: Class 10 contains 8714 members 
Mstep: Class 11 contains 336 members 
Mstep: Class 12 contains 53665 members 
Mstep: Class 13 contains 18711 members 
Mstep: Class 14 contains 11170 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 37966 members 
Mstep: Class 17 contains 6460 members 
Mstep: Class 18 contains 28190 members 
Mstep: Class 19 contains 156987 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 21 contains 55517 members 
Mstep: Class 22 contains 15927 members 
Mstep: Class 23 contains 2158 members 
Mstep: Class 24 contains 4177 members 
Mstep: Class 25 contains 5849 members 
Mstep: Class 26 contains 1163 members 
Mstep: Class 27 contains 2837 members 
Mstep: Class 28 contains 588 members 
Mstep: Class 29 contains 1412 members 
Mstep: Class 30 contains 14312 members 
Mstep: Class 31 contains 38163 members 
Mstep: Class 32 contains 4232 members 
Entering Unmasked Estep 
Score: -142875904.000000 Penalty: 110053.570312
Splitting cluster 21 changes total score from -142864336.000000 to -142875904.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 22 (15927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Entering Unmasked Estep 
Score: -2269600.500000 Penalty: 2399.591064
	Iteration 0F: 2 clusters Score -2269600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2258186.250000 Penalty: 4799.182129
	Iteration 0F: 3 clusters Score -2258186 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2261816.250000 Penalty: 4799.182129
	Iteration 1F: 3 clusters Score -2261816 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2262125.250000 Penalty: 4799.182129
	Iteration 2F: 3 clusters Score -2262125 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2262339.000000 Penalty: 4799.182129
	Iteration 3Q: 3 clusters Score -2262339 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2262498.250000 Penalty: 4799.182129
	Iteration 4Q: 3 clusters Score -2262498 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2262623.000000 Penalty: 4799.182129
	Iteration 5Q: 3 clusters Score -2262623 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2262729.000000 Penalty: 4799.182129
	Iteration 6Q: 3 clusters Score -2262729 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2262836.250000 Penalty: 4799.182129
	Iteration 7Q: 3 clusters Score -2262836 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2262921.750000 Penalty: 4799.182129
	Iteration 8Q: 3 clusters Score -2262922 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2262991.000000 Penalty: 4799.182129
	Iteration 9Q: 3 clusters Score -2262991 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2263083.500000 Penalty: 4799.182129
	Iteration 10Q: 3 clusters Score -2263084 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2263215.250000 Penalty: 4799.182129
	Iteration 11Q: 3 clusters Score -2263215 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2263371.000000 Penalty: 4799.182129
	Iteration 12Q: 3 clusters Score -2263371 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2263588.750000 Penalty: 4799.182129
	Iteration 13Q: 3 clusters Score -2263589 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2263884.250000 Penalty: 4799.182129
	Iteration 14Q: 3 clusters Score -2263884 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2264262.250000 Penalty: 4799.182129
	Iteration 15Q: 3 clusters Score -2264262 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2264703.500000 Penalty: 4799.182129
	Iteration 16Q: 3 clusters Score -2264704 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2265183.750000 Penalty: 4799.182129
	Iteration 17Q: 3 clusters Score -2265184 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2265656.250000 Penalty: 4799.182129
	Iteration 18Q: 3 clusters Score -2265656 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2266048.500000 Penalty: 4799.182129
	Iteration 19Q: 3 clusters Score -2266048 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2266345.000000 Penalty: 4799.182129
	Iteration 20F: 3 clusters Score -2266345 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2266571.750000 Penalty: 4799.182129
	Iteration 21Q: 3 clusters Score -2266572 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2266751.750000 Penalty: 4799.182129
	Iteration 22Q: 3 clusters Score -2266752 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2266912.750000 Penalty: 4799.182129
	Iteration 23Q: 3 clusters Score -2266913 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2267046.000000 Penalty: 4799.182129
	Iteration 24Q: 3 clusters Score -2267046 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2267135.000000 Penalty: 4799.182129
	Iteration 25Q: 3 clusters Score -2267135 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2267194.000000 Penalty: 4799.182129
	Iteration 26Q: 3 clusters Score -2267194 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2267235.500000 Penalty: 4799.182129
	Iteration 27Q: 3 clusters Score -2267236 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2267277.500000 Penalty: 4799.182129
	Iteration 28Q: 3 clusters Score -2267278 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2267302.500000 Penalty: 4799.182129
	Iteration 29Q: 3 clusters Score -2267302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2267332.000000 Penalty: 4799.182129
	Iteration 30Q: 3 clusters Score -2267332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2267358.750000 Penalty: 4799.182129
	Iteration 31Q: 3 clusters Score -2267359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2267377.750000 Penalty: 4799.182129
	Iteration 32Q: 3 clusters Score -2267378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2267407.750000 Penalty: 4799.182129
	Iteration 33Q: 3 clusters Score -2267408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2267429.250000 Penalty: 4799.182129
	Iteration 34Q: 3 clusters Score -2267429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2267447.500000 Penalty: 4799.182129
	Iteration 35Q: 3 clusters Score -2267448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2267457.250000 Penalty: 4799.182129
	Iteration 36Q: 3 clusters Score -2267457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2267467.500000 Penalty: 4799.182129
	Iteration 37Q: 3 clusters Score -2267468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2267481.750000 Penalty: 4799.182129
	Iteration 38Q: 3 clusters Score -2267482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2267487.250000 Penalty: 4799.182129
	Iteration 39Q: 3 clusters Score -2267487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2267491.250000 Penalty: 4799.182129
	Iteration 40F: 3 clusters Score -2267491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 149842 members 
Mstep: Class 3 contains 49190 members 
Mstep: Class 4 contains 9865 members 
Mstep: Class 5 contains 219646 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 19852 members 
Mstep: Class 9 contains 2059 members 
Mstep: Class 10 contains 8714 members 
Mstep: Class 11 contains 336 members 
Mstep: Class 12 contains 53665 members 
Mstep: Class 13 contains 18711 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 37966 members 
Mstep: Class 17 contains 6460 members 
Mstep: Class 18 contains 28190 members 
Mstep: Class 19 contains 156987 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 21 contains 55517 members 
Mstep: Class 22 contains 15927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142883952.000000 Penalty: 110053.570312
Iteration 39Q: 33 clusters Score -1.42884e+08 nChanged 19840
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 149215 members 
Mstep: Class 3 contains 49087 members 
Mstep: Class 4 contains 10004 members 
Mstep: Class 5 contains 217682 members 
Mstep: Class 6 contains 125097 members 
Mstep: Class 7 contains 2564 members 
Mstep: Class 8 contains 20244 members 
Mstep: Class 9 contains 2248 members 
Mstep: Class 10 contains 8366 members 
Mstep: Class 11 contains 348 members 
Mstep: Class 12 contains 54284 members 
Mstep: Class 13 contains 18998 members 
Mstep: Class 14 contains 10950 members 
Mstep: Class 15 contains 917 members 
Mstep: Class 16 contains 38207 members 
Mstep: Class 17 contains 7103 members 
Mstep: Class 18 contains 28399 members 
Mstep: Class 19 contains 156393 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 55434 members 
Mstep: Class 22 contains 16268 members 
Mstep: Class 23 contains 2187 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 5822 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 2780 members 
Mstep: Class 28 contains 574 members 
Mstep: Class 29 contains 1630 members 
Mstep: Class 30 contains 14163 members 
Mstep: Class 31 contains 37730 members 
Mstep: Class 32 contains 4287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142892880.000000 Penalty: 110053.570312
Iteration 40F: 33 clusters Score -1.428929e+08 nChanged 16227
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 147714 members 
Mstep: Class 3 contains 48962 members 
Mstep: Class 4 contains 10007 members 
Mstep: Class 5 contains 215527 members 
Mstep: Class 6 contains 125748 members 
Mstep: Class 7 contains 2686 members 
Mstep: Class 8 contains 20684 members 
Mstep: Class 9 contains 2316 members 
Mstep: Class 10 contains 8082 members 
Mstep: Class 11 contains 351 members 
Mstep: Class 12 contains 54679 members 
Mstep: Class 13 contains 18993 members 
Mstep: Class 14 contains 11754 members 
Mstep: Class 15 contains 917 members 
Mstep: Class 16 contains 38332 members 
Mstep: Class 17 contains 7205 members 
Mstep: Class 18 contains 28121 members 
Mstep: Class 19 contains 155158 members 
Mstep: Class 20 contains 1991 members 
Mstep: Class 21 contains 55250 members 
Mstep: Class 22 contains 16756 members 
Mstep: Class 23 contains 2368 members 
Mstep: Class 24 contains 4017 members 
Mstep: Class 25 contains 6377 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 2858 members 
Mstep: Class 28 contains 572 members 
Mstep: Class 29 contains 2131 members 
Mstep: Class 30 contains 14276 members 
Mstep: Class 31 contains 38544 members 
Mstep: Class 32 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142897376.000000 Penalty: 110053.570312
Iteration 41Q: 33 clusters Score -1.428974e+08 nChanged 12976
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 146452 members 
Mstep: Class 3 contains 48817 members 
Mstep: Class 4 contains 10006 members 
Mstep: Class 5 contains 214538 members 
Mstep: Class 6 contains 126165 members 
Mstep: Class 7 contains 2774 members 
Mstep: Class 8 contains 21170 members 
Mstep: Class 9 contains 2381 members 
Mstep: Class 10 contains 7905 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 54952 members 
Mstep: Class 13 contains 19022 members 
Mstep: Class 14 contains 12291 members 
Mstep: Class 15 contains 906 members 
Mstep: Class 16 contains 38432 members 
Mstep: Class 17 contains 7363 members 
Mstep: Class 18 contains 27913 members 
Mstep: Class 19 contains 153702 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 55096 members 
Mstep: Class 22 contains 17246 members 
Mstep: Class 23 contains 2460 members 
Mstep: Class 24 contains 3994 members 
Mstep: Class 25 contains 6682 members 
Mstep: Class 26 contains 1225 members 
Mstep: Class 27 contains 2906 members 
Mstep: Class 28 contains 574 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 14404 members 
Mstep: Class 31 contains 39093 members 
Mstep: Class 32 contains 4595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142900672.000000 Penalty: 110053.570312
Iteration 42Q: 33 clusters Score -1.429007e+08 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 145412 members 
Mstep: Class 3 contains 48653 members 
Mstep: Class 4 contains 9983 members 
Mstep: Class 5 contains 213731 members 
Mstep: Class 6 contains 126589 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 21661 members 
Mstep: Class 9 contains 2446 members 
Mstep: Class 10 contains 7773 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 55128 members 
Mstep: Class 13 contains 19054 members 
Mstep: Class 14 contains 12668 members 
Mstep: Class 15 contains 898 members 
Mstep: Class 16 contains 38511 members 
Mstep: Class 17 contains 7465 members 
Mstep: Class 18 contains 27788 members 
Mstep: Class 19 contains 152433 members 
Mstep: Class 20 contains 2041 members 
Mstep: Class 21 contains 54921 members 
Mstep: Class 22 contains 17799 members 
Mstep: Class 23 contains 2531 members 
Mstep: Class 24 contains 3975 members 
Mstep: Class 25 contains 6855 members 
Mstep: Class 26 contains 1235 members 
Mstep: Class 27 contains 2940 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 2767 members 
Mstep: Class 30 contains 14516 members 
Mstep: Class 31 contains 39579 members 
Mstep: Class 32 contains 4710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142903120.000000 Penalty: 110053.570312
Iteration 43Q: 33 clusters Score -1.429031e+08 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 144551 members 
Mstep: Class 3 contains 48513 members 
Mstep: Class 4 contains 9998 members 
Mstep: Class 5 contains 213104 members 
Mstep: Class 6 contains 126941 members 
Mstep: Class 7 contains 2866 members 
Mstep: Class 8 contains 22141 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 7673 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 55293 members 
Mstep: Class 13 contains 19074 members 
Mstep: Class 14 contains 12941 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 38562 members 
Mstep: Class 17 contains 7560 members 
Mstep: Class 18 contains 27694 members 
Mstep: Class 19 contains 151169 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 54757 members 
Mstep: Class 22 contains 18433 members 
Mstep: Class 23 contains 2596 members 
Mstep: Class 24 contains 3962 members 
Mstep: Class 25 contains 6969 members 
Mstep: Class 26 contains 1237 members 
Mstep: Class 27 contains 2956 members 
Mstep: Class 28 contains 577 members 
Mstep: Class 29 contains 2959 members 
Mstep: Class 30 contains 14612 members 
Mstep: Class 31 contains 39949 members 
Mstep: Class 32 contains 4811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142905152.000000 Penalty: 110053.570312
Iteration 44Q: 33 clusters Score -1.429052e+08 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 143732 members 
Mstep: Class 3 contains 48393 members 
Mstep: Class 4 contains 10000 members 
Mstep: Class 5 contains 212513 members 
Mstep: Class 6 contains 127293 members 
Mstep: Class 7 contains 2898 members 
Mstep: Class 8 contains 22623 members 
Mstep: Class 9 contains 2544 members 
Mstep: Class 10 contains 7622 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 55413 members 
Mstep: Class 13 contains 19097 members 
Mstep: Class 14 contains 13129 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 38615 members 
Mstep: Class 17 contains 7639 members 
Mstep: Class 18 contains 27622 members 
Mstep: Class 19 contains 150141 members 
Mstep: Class 20 contains 2114 members 
Mstep: Class 21 contains 54609 members 
Mstep: Class 22 contains 19092 members 
Mstep: Class 23 contains 2636 members 
Mstep: Class 24 contains 3951 members 
Mstep: Class 25 contains 7048 members 
Mstep: Class 26 contains 1237 members 
Mstep: Class 27 contains 2963 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 3089 members 
Mstep: Class 30 contains 14701 members 
Mstep: Class 31 contains 40220 members 
Mstep: Class 32 contains 4903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142907136.000000 Penalty: 110053.570312
Iteration 45Q: 33 clusters Score -1.429071e+08 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 143107 members 
Mstep: Class 3 contains 48279 members 
Mstep: Class 4 contains 9995 members 
Mstep: Class 5 contains 211858 members 
Mstep: Class 6 contains 127618 members 
Mstep: Class 7 contains 2927 members 
Mstep: Class 8 contains 23070 members 
Mstep: Class 9 contains 2595 members 
Mstep: Class 10 contains 7582 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 55558 members 
Mstep: Class 13 contains 19120 members 
Mstep: Class 14 contains 13276 members 
Mstep: Class 15 contains 876 members 
Mstep: Class 16 contains 38676 members 
Mstep: Class 17 contains 7704 members 
Mstep: Class 18 contains 27539 members 
Mstep: Class 19 contains 149278 members 
Mstep: Class 20 contains 2139 members 
Mstep: Class 21 contains 54444 members 
Mstep: Class 22 contains 19745 members 
Mstep: Class 23 contains 2675 members 
Mstep: Class 24 contains 3947 members 
Mstep: Class 25 contains 7102 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2973 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 3184 members 
Mstep: Class 30 contains 14784 members 
Mstep: Class 31 contains 40403 members 
Mstep: Class 32 contains 4978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142908656.000000 Penalty: 110053.570312
Iteration 46Q: 33 clusters Score -1.429087e+08 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 142485 members 
Mstep: Class 3 contains 48169 members 
Mstep: Class 4 contains 10004 members 
Mstep: Class 5 contains 211099 members 
Mstep: Class 6 contains 127952 members 
Mstep: Class 7 contains 2969 members 
Mstep: Class 8 contains 23489 members 
Mstep: Class 9 contains 2632 members 
Mstep: Class 10 contains 7548 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 55783 members 
Mstep: Class 13 contains 19140 members 
Mstep: Class 14 contains 13387 members 
Mstep: Class 15 contains 875 members 
Mstep: Class 16 contains 38705 members 
Mstep: Class 17 contains 7760 members 
Mstep: Class 18 contains 27457 members 
Mstep: Class 19 contains 148589 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 54273 members 
Mstep: Class 22 contains 20467 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 7134 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2977 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3232 members 
Mstep: Class 30 contains 14870 members 
Mstep: Class 31 contains 40549 members 
Mstep: Class 32 contains 5043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142909792.000000 Penalty: 110053.570312
Iteration 47Q: 33 clusters Score -1.429098e+08 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 141878 members 
Mstep: Class 3 contains 48030 members 
Mstep: Class 4 contains 10024 members 
Mstep: Class 5 contains 210373 members 
Mstep: Class 6 contains 128305 members 
Mstep: Class 7 contains 3007 members 
Mstep: Class 8 contains 23860 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 7529 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 56009 members 
Mstep: Class 13 contains 19149 members 
Mstep: Class 14 contains 13494 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 38762 members 
Mstep: Class 17 contains 7824 members 
Mstep: Class 18 contains 27370 members 
Mstep: Class 19 contains 147900 members 
Mstep: Class 20 contains 2164 members 
Mstep: Class 21 contains 54142 members 
Mstep: Class 22 contains 21185 members 
Mstep: Class 23 contains 2724 members 
Mstep: Class 24 contains 3935 members 
Mstep: Class 25 contains 7170 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2986 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3261 members 
Mstep: Class 30 contains 14939 members 
Mstep: Class 31 contains 40686 members 
Mstep: Class 32 contains 5099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142911232.000000 Penalty: 110053.570312
Iteration 48Q: 33 clusters Score -1.429112e+08 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 141430 members 
Mstep: Class 3 contains 47876 members 
Mstep: Class 4 contains 10030 members 
Mstep: Class 5 contains 209688 members 
Mstep: Class 6 contains 128639 members 
Mstep: Class 7 contains 3034 members 
Mstep: Class 8 contains 24234 members 
Mstep: Class 9 contains 2687 members 
Mstep: Class 10 contains 7507 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56166 members 
Mstep: Class 13 contains 19167 members 
Mstep: Class 14 contains 13551 members 
Mstep: Class 15 contains 871 members 
Mstep: Class 16 contains 38780 members 
Mstep: Class 17 contains 7876 members 
Mstep: Class 18 contains 27295 members 
Mstep: Class 19 contains 147354 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 53997 members 
Mstep: Class 22 contains 21901 members 
Mstep: Class 23 contains 2739 members 
Mstep: Class 24 contains 3932 members 
Mstep: Class 25 contains 7198 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2989 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3277 members 
Mstep: Class 30 contains 14996 members 
Mstep: Class 31 contains 40775 members 
Mstep: Class 32 contains 5148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142912384.000000 Penalty: 110053.570312
Iteration 49Q: 33 clusters Score -1.429124e+08 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 141035 members 
Mstep: Class 3 contains 47773 members 
Mstep: Class 4 contains 10024 members 
Mstep: Class 5 contains 209006 members 
Mstep: Class 6 contains 128937 members 
Mstep: Class 7 contains 3053 members 
Mstep: Class 8 contains 24574 members 
Mstep: Class 9 contains 2707 members 
Mstep: Class 10 contains 7488 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56345 members 
Mstep: Class 13 contains 19162 members 
Mstep: Class 14 contains 13581 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 38783 members 
Mstep: Class 17 contains 7921 members 
Mstep: Class 18 contains 27239 members 
Mstep: Class 19 contains 146834 members 
Mstep: Class 20 contains 2199 members 
Mstep: Class 21 contains 53850 members 
Mstep: Class 22 contains 22598 members 
Mstep: Class 23 contains 2757 members 
Mstep: Class 24 contains 3931 members 
Mstep: Class 25 contains 7231 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2993 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3308 members 
Mstep: Class 30 contains 15045 members 
Mstep: Class 31 contains 40859 members 
Mstep: Class 32 contains 5188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142913488.000000 Penalty: 110053.570312
Iteration 50Q: 33 clusters Score -1.429135e+08 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 140627 members 
Mstep: Class 3 contains 47671 members 
Mstep: Class 4 contains 10035 members 
Mstep: Class 5 contains 208322 members 
Mstep: Class 6 contains 129174 members 
Mstep: Class 7 contains 3068 members 
Mstep: Class 8 contains 24904 members 
Mstep: Class 9 contains 2725 members 
Mstep: Class 10 contains 7467 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 56520 members 
Mstep: Class 13 contains 19170 members 
Mstep: Class 14 contains 13616 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 38765 members 
Mstep: Class 17 contains 7957 members 
Mstep: Class 18 contains 27198 members 
Mstep: Class 19 contains 146379 members 
Mstep: Class 20 contains 2217 members 
Mstep: Class 21 contains 53683 members 
Mstep: Class 22 contains 23365 members 
Mstep: Class 23 contains 2779 members 
Mstep: Class 24 contains 3930 members 
Mstep: Class 25 contains 7242 members 
Mstep: Class 26 contains 1237 members 
Mstep: Class 27 contains 2989 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3348 members 
Mstep: Class 30 contains 15083 members 
Mstep: Class 31 contains 40939 members 
Mstep: Class 32 contains 5225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142914304.000000 Penalty: 110053.570312
Iteration 51Q: 33 clusters Score -1.429143e+08 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 140351 members 
Mstep: Class 3 contains 47569 members 
Mstep: Class 4 contains 10047 members 
Mstep: Class 5 contains 207682 members 
Mstep: Class 6 contains 129337 members 
Mstep: Class 7 contains 3084 members 
Mstep: Class 8 contains 25210 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 7451 members 
Mstep: Class 11 contains 361 members 
Mstep: Class 12 contains 56631 members 
Mstep: Class 13 contains 19177 members 
Mstep: Class 14 contains 13660 members 
Mstep: Class 15 contains 868 members 
Mstep: Class 16 contains 38739 members 
Mstep: Class 17 contains 7992 members 
Mstep: Class 18 contains 27147 members 
Mstep: Class 19 contains 145980 members 
Mstep: Class 20 contains 2239 members 
Mstep: Class 21 contains 53504 members 
Mstep: Class 22 contains 24126 members 
Mstep: Class 23 contains 2802 members 
Mstep: Class 24 contains 3929 members 
Mstep: Class 25 contains 7262 members 
Mstep: Class 26 contains 1237 members 
Mstep: Class 27 contains 2987 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 3363 members 
Mstep: Class 30 contains 15122 members 
Mstep: Class 31 contains 41006 members 
Mstep: Class 32 contains 5251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142915488.000000 Penalty: 110053.570312
Iteration 52Q: 33 clusters Score -1.429155e+08 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 140113 members 
Mstep: Class 3 contains 47482 members 
Mstep: Class 4 contains 10060 members 
Mstep: Class 5 contains 207071 members 
Mstep: Class 6 contains 129486 members 
Mstep: Class 7 contains 3094 members 
Mstep: Class 8 contains 25492 members 
Mstep: Class 9 contains 2744 members 
Mstep: Class 10 contains 7435 members 
Mstep: Class 11 contains 361 members 
Mstep: Class 12 contains 56757 members 
Mstep: Class 13 contains 19184 members 
Mstep: Class 14 contains 13685 members 
Mstep: Class 15 contains 868 members 
Mstep: Class 16 contains 38673 members 
Mstep: Class 17 contains 8028 members 
Mstep: Class 18 contains 27112 members 
Mstep: Class 19 contains 145660 members 
Mstep: Class 20 contains 2248 members 
Mstep: Class 21 contains 53335 members 
Mstep: Class 22 contains 24840 members 
Mstep: Class 23 contains 2822 members 
Mstep: Class 24 contains 3929 members 
Mstep: Class 25 contains 7276 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2986 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 3377 members 
Mstep: Class 30 contains 15148 members 
Mstep: Class 31 contains 41056 members 
Mstep: Class 32 contains 5278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142916448.000000 Penalty: 110053.570312
Iteration 53Q: 33 clusters Score -1.429164e+08 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 139930 members 
Mstep: Class 3 contains 47409 members 
Mstep: Class 4 contains 10060 members 
Mstep: Class 5 contains 206358 members 
Mstep: Class 6 contains 129618 members 
Mstep: Class 7 contains 3103 members 
Mstep: Class 8 contains 25769 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 7424 members 
Mstep: Class 11 contains 361 members 
Mstep: Class 12 contains 56867 members 
Mstep: Class 13 contains 19194 members 
Mstep: Class 14 contains 13699 members 
Mstep: Class 15 contains 868 members 
Mstep: Class 16 contains 38616 members 
Mstep: Class 17 contains 8068 members 
Mstep: Class 18 contains 27068 members 
Mstep: Class 19 contains 145454 members 
Mstep: Class 20 contains 2257 members 
Mstep: Class 21 contains 53187 members 
Mstep: Class 22 contains 25519 members 
Mstep: Class 23 contains 2837 members 
Mstep: Class 24 contains 3928 members 
Mstep: Class 25 contains 7290 members 
Mstep: Class 26 contains 1236 members 
Mstep: Class 27 contains 2986 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 3396 members 
Mstep: Class 30 contains 15167 members 
Mstep: Class 31 contains 41096 members 
Mstep: Class 32 contains 5304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142917040.000000 Penalty: 110053.570312
Iteration 54Q: 33 clusters Score -1.42917e+08 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 139714 members 
Mstep: Class 3 contains 47327 members 
Mstep: Class 4 contains 10068 members 
Mstep: Class 5 contains 205743 members 
Mstep: Class 6 contains 129725 members 
Mstep: Class 7 contains 3108 members 
Mstep: Class 8 contains 25984 members 
Mstep: Class 9 contains 2769 members 
Mstep: Class 10 contains 7400 members 
Mstep: Class 11 contains 361 members 
Mstep: Class 12 contains 56996 members 
Mstep: Class 13 contains 19202 members 
Mstep: Class 14 contains 13704 members 
Mstep: Class 15 contains 868 members 
Mstep: Class 16 contains 38567 members 
Mstep: Class 17 contains 8112 members 
Mstep: Class 18 contains 27039 members 
Mstep: Class 19 contains 145232 members 
Mstep: Class 20 contains 2263 members 
Mstep: Class 21 contains 53040 members 
Mstep: Class 22 contains 26206 members 
Mstep: Class 23 contains 2848 members 
Mstep: Class 24 contains 3928 members 
Mstep: Class 25 contains 7307 members 
Mstep: Class 26 contains 1236 members 
Mstep: Class 27 contains 2996 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 3419 members 
Mstep: Class 30 contains 15181 members 
Mstep: Class 31 contains 41125 members 
Mstep: Class 32 contains 5334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142917552.000000 Penalty: 110053.570312
Iteration 55Q: 33 clusters Score -1.429176e+08 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 139471 members 
Mstep: Class 3 contains 47236 members 
Mstep: Class 4 contains 10074 members 
Mstep: Class 5 contains 205227 members 
Mstep: Class 6 contains 129827 members 
Mstep: Class 7 contains 3120 members 
Mstep: Class 8 contains 26210 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 7375 members 
Mstep: Class 11 contains 361 members 
Mstep: Class 12 contains 57091 members 
Mstep: Class 13 contains 19214 members 
Mstep: Class 14 contains 13703 members 
Mstep: Class 15 contains 868 members 
Mstep: Class 16 contains 38501 members 
Mstep: Class 17 contains 8144 members 
Mstep: Class 18 contains 27025 members 
Mstep: Class 19 contains 144998 members 
Mstep: Class 20 contains 2266 members 
Mstep: Class 21 contains 52907 members 
Mstep: Class 22 contains 26895 members 
Mstep: Class 23 contains 2858 members 
Mstep: Class 24 contains 3928 members 
Mstep: Class 25 contains 7314 members 
Mstep: Class 26 contains 1236 members 
Mstep: Class 27 contains 3003 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 3455 members 
Mstep: Class 30 contains 15188 members 
Mstep: Class 31 contains 41159 members 
Mstep: Class 32 contains 5354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142918096.000000 Penalty: 110053.570312
Iteration 56Q: 33 clusters Score -1.429181e+08 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 139245 members 
Mstep: Class 3 contains 47143 members 
Mstep: Class 4 contains 10061 members 
Mstep: Class 5 contains 204726 members 
Mstep: Class 6 contains 129957 members 
Mstep: Class 7 contains 3130 members 
Mstep: Class 8 contains 26416 members 
Mstep: Class 9 contains 2791 members 
Mstep: Class 10 contains 7351 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57160 members 
Mstep: Class 13 contains 19223 members 
Mstep: Class 14 contains 13717 members 
Mstep: Class 15 contains 868 members 
Mstep: Class 16 contains 38419 members 
Mstep: Class 17 contains 8169 members 
Mstep: Class 18 contains 27013 members 
Mstep: Class 19 contains 144749 members 
Mstep: Class 20 contains 2269 members 
Mstep: Class 21 contains 52763 members 
Mstep: Class 22 contains 27627 members 
Mstep: Class 23 contains 2875 members 
Mstep: Class 24 contains 3928 members 
Mstep: Class 25 contains 7331 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 3008 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3485 members 
Mstep: Class 30 contains 15191 members 
Mstep: Class 31 contains 41194 members 
Mstep: Class 32 contains 5370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142919168.000000 Penalty: 110053.570312
Iteration 57Q: 33 clusters Score -1.429192e+08 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 139043 members 
Mstep: Class 3 contains 47047 members 
Mstep: Class 4 contains 10060 members 
Mstep: Class 5 contains 204238 members 
Mstep: Class 6 contains 130053 members 
Mstep: Class 7 contains 3139 members 
Mstep: Class 8 contains 26587 members 
Mstep: Class 9 contains 2797 members 
Mstep: Class 10 contains 7338 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57215 members 
Mstep: Class 13 contains 19236 members 
Mstep: Class 14 contains 13731 members 
Mstep: Class 15 contains 868 members 
Mstep: Class 16 contains 38358 members 
Mstep: Class 17 contains 8200 members 
Mstep: Class 18 contains 26998 members 
Mstep: Class 19 contains 144567 members 
Mstep: Class 20 contains 2273 members 
Mstep: Class 21 contains 52613 members 
Mstep: Class 22 contains 28317 members 
Mstep: Class 23 contains 2888 members 
Mstep: Class 24 contains 3929 members 
Mstep: Class 25 contains 7342 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 3008 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3505 members 
Mstep: Class 30 contains 15197 members 
Mstep: Class 31 contains 41236 members 
Mstep: Class 32 contains 5387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142920160.000000 Penalty: 110053.570312
Iteration 58Q: 33 clusters Score -1.429202e+08 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 138811 members 
Mstep: Class 3 contains 46986 members 
Mstep: Class 4 contains 10065 members 
Mstep: Class 5 contains 203757 members 
Mstep: Class 6 contains 130194 members 
Mstep: Class 7 contains 3147 members 
Mstep: Class 8 contains 26762 members 
Mstep: Class 9 contains 2807 members 
Mstep: Class 10 contains 7323 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57250 members 
Mstep: Class 13 contains 19247 members 
Mstep: Class 14 contains 13735 members 
Mstep: Class 15 contains 868 members 
Mstep: Class 16 contains 38310 members 
Mstep: Class 17 contains 8231 members 
Mstep: Class 18 contains 26971 members 
Mstep: Class 19 contains 144368 members 
Mstep: Class 20 contains 2274 members 
Mstep: Class 21 contains 52471 members 
Mstep: Class 22 contains 29012 members 
Mstep: Class 23 contains 2898 members 
Mstep: Class 24 contains 3928 members 
Mstep: Class 25 contains 7350 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 3015 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3515 members 
Mstep: Class 30 contains 15203 members 
Mstep: Class 31 contains 41270 members 
Mstep: Class 32 contains 5393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142920480.000000 Penalty: 110053.570312
Iteration 59Q: 33 clusters Score -1.429205e+08 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 138520 members 
Mstep: Class 3 contains 46902 members 
Mstep: Class 4 contains 10065 members 
Mstep: Class 5 contains 203352 members 
Mstep: Class 6 contains 130385 members 
Mstep: Class 7 contains 3151 members 
Mstep: Class 8 contains 26907 members 
Mstep: Class 9 contains 2811 members 
Mstep: Class 10 contains 7309 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57302 members 
Mstep: Class 13 contains 19262 members 
Mstep: Class 14 contains 13721 members 
Mstep: Class 15 contains 869 members 
Mstep: Class 16 contains 38252 members 
Mstep: Class 17 contains 8266 members 
Mstep: Class 18 contains 26950 members 
Mstep: Class 19 contains 144132 members 
Mstep: Class 20 contains 2275 members 
Mstep: Class 21 contains 52331 members 
Mstep: Class 22 contains 29717 members 
Mstep: Class 23 contains 2909 members 
Mstep: Class 24 contains 3927 members 
Mstep: Class 25 contains 7359 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 3020 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 15212 members 
Mstep: Class 31 contains 41324 members 
Mstep: Class 32 contains 5397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142920800.000000 Penalty: 110053.570312
Iteration 60F: 33 clusters Score -1.429208e+08 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 138212 members 
Mstep: Class 3 contains 46824 members 
Mstep: Class 4 contains 10066 members 
Mstep: Class 5 contains 203005 members 
Mstep: Class 6 contains 130544 members 
Mstep: Class 7 contains 3156 members 
Mstep: Class 8 contains 27036 members 
Mstep: Class 9 contains 2818 members 
Mstep: Class 10 contains 7297 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57314 members 
Mstep: Class 13 contains 19279 members 
Mstep: Class 14 contains 13702 members 
Mstep: Class 15 contains 869 members 
Mstep: Class 16 contains 38179 members 
Mstep: Class 17 contains 8303 members 
Mstep: Class 18 contains 26935 members 
Mstep: Class 19 contains 143904 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 52202 members 
Mstep: Class 22 contains 30461 members 
Mstep: Class 23 contains 2924 members 
Mstep: Class 24 contains 3926 members 
Mstep: Class 25 contains 7364 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 3014 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3545 members 
Mstep: Class 30 contains 15224 members 
Mstep: Class 31 contains 41370 members 
Mstep: Class 32 contains 5402 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 33 clusters Score -1.429215e+08 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 137922 members 
Mstep: Class 3 contains 46749 members 
Mstep: Class 4 contains 10085 members 
Mstep: Class 5 contains 202582 members 
Mstep: Class 6 contains 130668 members 
Mstep: Class 7 contains 3160 members 
Mstep: Class 8 contains 27148 members 
Mstep: Class 9 contains 2821 members 
Mstep: Class 10 contains 7279 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57370 members 
Mstep: Class 13 contains 19296 members 
Mstep: Class 14 contains 13691 members 
Mstep: Class 15 contains 869 members 
Mstep: Class 16 contains 38099 members 
Mstep: Class 17 contains 8339 members 
Mstep: Class 18 contains 26908 members 
Mstep: Class 19 contains 143672 members 
Mstep: Class 20 contains 2283 members 
Mstep: Class 21 contains 52063 members 
Mstep: Class 22 contains 31274 members 
Mstep: Class 23 contains 2937 members 
Mstep: Class 24 contains 3924 members 
Mstep: Class 25 contains 7374 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 3012 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3549 members 
Mstep: Class 30 contains 15237 members 
Mstep: Class 31 contains 41433 members 
Mstep: Class 32 contains 5406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142921872.000000 Penalty: 110053.570312
Iteration 62Q: 33 clusters Score -1.429219e+08 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 137651 members 
Mstep: Class 3 contains 46680 members 
Mstep: Class 4 contains 10097 members 
Mstep: Class 5 contains 202241 members 
Mstep: Class 6 contains 130824 members 
Mstep: Class 7 contains 3164 members 
Mstep: Class 8 contains 27260 members 
Mstep: Class 9 contains 2825 members 
Mstep: Class 10 contains 7262 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57432 members 
Mstep: Class 13 contains 19314 members 
Mstep: Class 14 contains 13684 members 
Mstep: Class 15 contains 869 members 
Mstep: Class 16 contains 38012 members 
Mstep: Class 17 contains 8370 members 
Mstep: Class 18 contains 26875 members 
Mstep: Class 19 contains 143378 members 
Mstep: Class 20 contains 2286 members 
Mstep: Class 21 contains 51903 members 
Mstep: Class 22 contains 32059 members 
Mstep: Class 23 contains 2958 members 
Mstep: Class 24 contains 3926 members 
Mstep: Class 25 contains 7377 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 3005 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3554 members 
Mstep: Class 30 contains 15246 members 
Mstep: Class 31 contains 41478 members 
Mstep: Class 32 contains 5410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142922576.000000 Penalty: 110053.570312
Iteration 63Q: 33 clusters Score -1.429226e+08 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 137315 members 
Mstep: Class 3 contains 46609 members 
Mstep: Class 4 contains 10113 members 
Mstep: Class 5 contains 201948 members 
Mstep: Class 6 contains 130935 members 
Mstep: Class 7 contains 3166 members 
Mstep: Class 8 contains 27393 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 7242 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57481 members 
Mstep: Class 13 contains 19327 members 
Mstep: Class 14 contains 13688 members 
Mstep: Class 15 contains 869 members 
Mstep: Class 16 contains 37957 members 
Mstep: Class 17 contains 8406 members 
Mstep: Class 18 contains 26850 members 
Mstep: Class 19 contains 143138 members 
Mstep: Class 20 contains 2287 members 
Mstep: Class 21 contains 51769 members 
Mstep: Class 22 contains 32788 members 
Mstep: Class 23 contains 2989 members 
Mstep: Class 24 contains 3926 members 
Mstep: Class 25 contains 7380 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2992 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3554 members 
Mstep: Class 30 contains 15258 members 
Mstep: Class 31 contains 41515 members 
Mstep: Class 32 contains 5412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142922528.000000 Penalty: 110053.570312
Iteration 64Q: 33 clusters Score -1.429225e+08 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 137056 members 
Mstep: Class 3 contains 46545 members 
Mstep: Class 4 contains 10110 members 
Mstep: Class 5 contains 201690 members 
Mstep: Class 6 contains 130999 members 
Mstep: Class 7 contains 3167 members 
Mstep: Class 8 contains 27545 members 
Mstep: Class 9 contains 2835 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57540 members 
Mstep: Class 13 contains 19342 members 
Mstep: Class 14 contains 13678 members 
Mstep: Class 15 contains 869 members 
Mstep: Class 16 contains 37881 members 
Mstep: Class 17 contains 8436 members 
Mstep: Class 18 contains 26828 members 
Mstep: Class 19 contains 142836 members 
Mstep: Class 20 contains 2292 members 
Mstep: Class 21 contains 51636 members 
Mstep: Class 22 contains 33525 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 3925 members 
Mstep: Class 25 contains 7382 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2969 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3557 members 
Mstep: Class 30 contains 15266 members 
Mstep: Class 31 contains 41562 members 
Mstep: Class 32 contains 5414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142922960.000000 Penalty: 110053.570312
Iteration 65Q: 33 clusters Score -1.42923e+08 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 136734 members 
Mstep: Class 3 contains 46472 members 
Mstep: Class 4 contains 10120 members 
Mstep: Class 5 contains 201451 members 
Mstep: Class 6 contains 131069 members 
Mstep: Class 7 contains 3172 members 
Mstep: Class 8 contains 27661 members 
Mstep: Class 9 contains 2839 members 
Mstep: Class 10 contains 7226 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57584 members 
Mstep: Class 13 contains 19353 members 
Mstep: Class 14 contains 13677 members 
Mstep: Class 15 contains 869 members 
Mstep: Class 16 contains 37825 members 
Mstep: Class 17 contains 8461 members 
Mstep: Class 18 contains 26801 members 
Mstep: Class 19 contains 142580 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 51504 members 
Mstep: Class 22 contains 34252 members 
Mstep: Class 23 contains 3062 members 
Mstep: Class 24 contains 3926 members 
Mstep: Class 25 contains 7387 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2948 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3572 members 
Mstep: Class 30 contains 15272 members 
Mstep: Class 31 contains 41606 members 
Mstep: Class 32 contains 5415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142923424.000000 Penalty: 110053.570312
Iteration 66Q: 33 clusters Score -1.429234e+08 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 136461 members 
Mstep: Class 3 contains 46407 members 
Mstep: Class 4 contains 10130 members 
Mstep: Class 5 contains 201210 members 
Mstep: Class 6 contains 131110 members 
Mstep: Class 7 contains 3176 members 
Mstep: Class 8 contains 27775 members 
Mstep: Class 9 contains 2843 members 
Mstep: Class 10 contains 7214 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57620 members 
Mstep: Class 13 contains 19364 members 
Mstep: Class 14 contains 13674 members 
Mstep: Class 15 contains 869 members 
Mstep: Class 16 contains 37760 members 
Mstep: Class 17 contains 8477 members 
Mstep: Class 18 contains 26783 members 
Mstep: Class 19 contains 142334 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 51370 members 
Mstep: Class 22 contains 34992 members 
Mstep: Class 23 contains 3104 members 
Mstep: Class 24 contains 3927 members 
Mstep: Class 25 contains 7391 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2932 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3577 members 
Mstep: Class 30 contains 15273 members 
Mstep: Class 31 contains 41644 members 
Mstep: Class 32 contains 5416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142923664.000000 Penalty: 110053.570312
Iteration 67Q: 33 clusters Score -1.429237e+08 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 136200 members 
Mstep: Class 3 contains 46312 members 
Mstep: Class 4 contains 10141 members 
Mstep: Class 5 contains 201058 members 
Mstep: Class 6 contains 131146 members 
Mstep: Class 7 contains 3176 members 
Mstep: Class 8 contains 27868 members 
Mstep: Class 9 contains 2846 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57633 members 
Mstep: Class 13 contains 19363 members 
Mstep: Class 14 contains 13680 members 
Mstep: Class 15 contains 869 members 
Mstep: Class 16 contains 37719 members 
Mstep: Class 17 contains 8487 members 
Mstep: Class 18 contains 26764 members 
Mstep: Class 19 contains 142088 members 
Mstep: Class 20 contains 2309 members 
Mstep: Class 21 contains 51227 members 
Mstep: Class 22 contains 35704 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 3927 members 
Mstep: Class 25 contains 7387 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2920 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3580 members 
Mstep: Class 30 contains 15276 members 
Mstep: Class 31 contains 41679 members 
Mstep: Class 32 contains 5418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142924144.000000 Penalty: 110053.570312
Iteration 68Q: 33 clusters Score -1.429241e+08 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 135912 members 
Mstep: Class 3 contains 46216 members 
Mstep: Class 4 contains 10131 members 
Mstep: Class 5 contains 200888 members 
Mstep: Class 6 contains 131202 members 
Mstep: Class 7 contains 3178 members 
Mstep: Class 8 contains 27978 members 
Mstep: Class 9 contains 2847 members 
Mstep: Class 10 contains 7203 members 
Mstep: Class 11 contains 361 members 
Mstep: Class 12 contains 57670 members 
Mstep: Class 13 contains 19361 members 
Mstep: Class 14 contains 13677 members 
Mstep: Class 15 contains 869 members 
Mstep: Class 16 contains 37671 members 
Mstep: Class 17 contains 8507 members 
Mstep: Class 18 contains 26743 members 
Mstep: Class 19 contains 141860 members 
Mstep: Class 20 contains 2316 members 
Mstep: Class 21 contains 51090 members 
Mstep: Class 22 contains 36416 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 3928 members 
Mstep: Class 25 contains 7391 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2909 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3581 members 
Mstep: Class 30 contains 15276 members 
Mstep: Class 31 contains 41699 members 
Mstep: Class 32 contains 5418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142924208.000000 Penalty: 110053.570312
Iteration 69Q: 33 clusters Score -1.429242e+08 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 135638 members 
Mstep: Class 3 contains 46143 members 
Mstep: Class 4 contains 10132 members 
Mstep: Class 5 contains 200683 members 
Mstep: Class 6 contains 131265 members 
Mstep: Class 7 contains 3177 members 
Mstep: Class 8 contains 28073 members 
Mstep: Class 9 contains 2847 members 
Mstep: Class 10 contains 7198 members 
Mstep: Class 11 contains 361 members 
Mstep: Class 12 contains 57706 members 
Mstep: Class 13 contains 19364 members 
Mstep: Class 14 contains 13659 members 
Mstep: Class 15 contains 869 members 
Mstep: Class 16 contains 37609 members 
Mstep: Class 17 contains 8523 members 
Mstep: Class 18 contains 26726 members 
Mstep: Class 19 contains 141654 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 50950 members 
Mstep: Class 22 contains 37129 members 
Mstep: Class 23 contains 3230 members 
Mstep: Class 24 contains 3929 members 
Mstep: Class 25 contains 7390 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2899 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3582 members 
Mstep: Class 30 contains 15276 members 
Mstep: Class 31 contains 41729 members 
Mstep: Class 32 contains 5419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142924624.000000 Penalty: 110053.570312
Iteration 70Q: 33 clusters Score -1.429246e+08 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 135371 members 
Mstep: Class 3 contains 46090 members 
Mstep: Class 4 contains 10126 members 
Mstep: Class 5 contains 200471 members 
Mstep: Class 6 contains 131311 members 
Mstep: Class 7 contains 3181 members 
Mstep: Class 8 contains 28181 members 
Mstep: Class 9 contains 2847 members 
Mstep: Class 10 contains 7192 members 
Mstep: Class 11 contains 361 members 
Mstep: Class 12 contains 57722 members 
Mstep: Class 13 contains 19345 members 
Mstep: Class 14 contains 13641 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 37540 members 
Mstep: Class 17 contains 8545 members 
Mstep: Class 18 contains 26714 members 
Mstep: Class 19 contains 141462 members 
Mstep: Class 20 contains 2325 members 
Mstep: Class 21 contains 50804 members 
Mstep: Class 22 contains 37824 members 
Mstep: Class 23 contains 3277 members 
Mstep: Class 24 contains 3930 members 
Mstep: Class 25 contains 7393 members 
Mstep: Class 26 contains 1236 members 
Mstep: Class 27 contains 2899 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3589 members 
Mstep: Class 30 contains 15276 members 
Mstep: Class 31 contains 41764 members 
Mstep: Class 32 contains 5421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142924944.000000 Penalty: 110053.570312
Iteration 71Q: 33 clusters Score -1.429249e+08 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 135087 members 
Mstep: Class 3 contains 46037 members 
Mstep: Class 4 contains 10122 members 
Mstep: Class 5 contains 200240 members 
Mstep: Class 6 contains 131333 members 
Mstep: Class 7 contains 3181 members 
Mstep: Class 8 contains 28272 members 
Mstep: Class 9 contains 2847 members 
Mstep: Class 10 contains 7186 members 
Mstep: Class 11 contains 361 members 
Mstep: Class 12 contains 57739 members 
Mstep: Class 13 contains 19316 members 
Mstep: Class 14 contains 13628 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 37478 members 
Mstep: Class 17 contains 8566 members 
Mstep: Class 18 contains 26699 members 
Mstep: Class 19 contains 141322 members 
Mstep: Class 20 contains 2331 members 
Mstep: Class 21 contains 50651 members 
Mstep: Class 22 contains 38551 members 
Mstep: Class 23 contains 3327 members 
Mstep: Class 24 contains 3931 members 
Mstep: Class 25 contains 7400 members 
Mstep: Class 26 contains 1235 members 
Mstep: Class 27 contains 2901 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3594 members 
Mstep: Class 30 contains 15273 members 
Mstep: Class 31 contains 41795 members 
Mstep: Class 32 contains 5426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142925056.000000 Penalty: 110053.570312
Iteration 72Q: 33 clusters Score -1.429251e+08 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 134856 members 
Mstep: Class 3 contains 45979 members 
Mstep: Class 4 contains 10125 members 
Mstep: Class 5 contains 199954 members 
Mstep: Class 6 contains 131361 members 
Mstep: Class 7 contains 3182 members 
Mstep: Class 8 contains 28363 members 
Mstep: Class 9 contains 2848 members 
Mstep: Class 10 contains 7181 members 
Mstep: Class 11 contains 361 members 
Mstep: Class 12 contains 57723 members 
Mstep: Class 13 contains 19304 members 
Mstep: Class 14 contains 13615 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 37405 members 
Mstep: Class 17 contains 8586 members 
Mstep: Class 18 contains 26692 members 
Mstep: Class 19 contains 141208 members 
Mstep: Class 20 contains 2336 members 
Mstep: Class 21 contains 50492 members 
Mstep: Class 22 contains 39282 members 
Mstep: Class 23 contains 3381 members 
Mstep: Class 24 contains 3932 members 
Mstep: Class 25 contains 7396 members 
Mstep: Class 26 contains 1235 members 
Mstep: Class 27 contains 2901 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 15265 members 
Mstep: Class 31 contains 41827 members 
Mstep: Class 32 contains 5431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142925024.000000 Penalty: 110053.570312
Iteration 73Q: 33 clusters Score -1.42925e+08 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 134555 members 
Mstep: Class 3 contains 45933 members 
Mstep: Class 4 contains 10109 members 
Mstep: Class 5 contains 199695 members 
Mstep: Class 6 contains 131376 members 
Mstep: Class 7 contains 3180 members 
Mstep: Class 8 contains 28470 members 
Mstep: Class 9 contains 2853 members 
Mstep: Class 10 contains 7174 members 
Mstep: Class 11 contains 361 members 
Mstep: Class 12 contains 57726 members 
Mstep: Class 13 contains 19292 members 
Mstep: Class 14 contains 13613 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 37347 members 
Mstep: Class 17 contains 8610 members 
Mstep: Class 18 contains 26679 members 
Mstep: Class 19 contains 141051 members 
Mstep: Class 20 contains 2339 members 
Mstep: Class 21 contains 50335 members 
Mstep: Class 22 contains 40057 members 
Mstep: Class 23 contains 3439 members 
Mstep: Class 24 contains 3933 members 
Mstep: Class 25 contains 7395 members 
Mstep: Class 26 contains 1235 members 
Mstep: Class 27 contains 2893 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3607 members 
Mstep: Class 30 contains 15266 members 
Mstep: Class 31 contains 41860 members 
Mstep: Class 32 contains 5435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142925248.000000 Penalty: 110053.570312
Iteration 74Q: 33 clusters Score -1.429252e+08 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 134265 members 
Mstep: Class 3 contains 45905 members 
Mstep: Class 4 contains 10089 members 
Mstep: Class 5 contains 199435 members 
Mstep: Class 6 contains 131422 members 
Mstep: Class 7 contains 3179 members 
Mstep: Class 8 contains 28579 members 
Mstep: Class 9 contains 2854 members 
Mstep: Class 10 contains 7169 members 
Mstep: Class 11 contains 361 members 
Mstep: Class 12 contains 57702 members 
Mstep: Class 13 contains 19253 members 
Mstep: Class 14 contains 13600 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 37296 members 
Mstep: Class 17 contains 8622 members 
Mstep: Class 18 contains 26665 members 
Mstep: Class 19 contains 140871 members 
Mstep: Class 20 contains 2344 members 
Mstep: Class 21 contains 50179 members 
Mstep: Class 22 contains 40865 members 
Mstep: Class 23 contains 3493 members 
Mstep: Class 24 contains 3934 members 
Mstep: Class 25 contains 7399 members 
Mstep: Class 26 contains 1235 members 
Mstep: Class 27 contains 2890 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3614 members 
Mstep: Class 30 contains 15265 members 
Mstep: Class 31 contains 41893 members 
Mstep: Class 32 contains 5438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142925920.000000 Penalty: 110053.570312
Iteration 75Q: 33 clusters Score -1.429259e+08 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 133976 members 
Mstep: Class 3 contains 45862 members 
Mstep: Class 4 contains 10076 members 
Mstep: Class 5 contains 199256 members 
Mstep: Class 6 contains 131430 members 
Mstep: Class 7 contains 3181 members 
Mstep: Class 8 contains 28658 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 7163 members 
Mstep: Class 11 contains 361 members 
Mstep: Class 12 contains 57685 members 
Mstep: Class 13 contains 19201 members 
Mstep: Class 14 contains 13584 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 37230 members 
Mstep: Class 17 contains 8645 members 
Mstep: Class 18 contains 26644 members 
Mstep: Class 19 contains 140689 members 
Mstep: Class 20 contains 2346 members 
Mstep: Class 21 contains 50016 members 
Mstep: Class 22 contains 41692 members 
Mstep: Class 23 contains 3566 members 
Mstep: Class 24 contains 3934 members 
Mstep: Class 25 contains 7399 members 
Mstep: Class 26 contains 1235 members 
Mstep: Class 27 contains 2881 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3620 members 
Mstep: Class 30 contains 15272 members 
Mstep: Class 31 contains 41912 members 
Mstep: Class 32 contains 5440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142925760.000000 Penalty: 110053.570312
Iteration 76Q: 33 clusters Score -1.429258e+08 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 133724 members 
Mstep: Class 3 contains 45796 members 
Mstep: Class 4 contains 10061 members 
Mstep: Class 5 contains 199054 members 
Mstep: Class 6 contains 131428 members 
Mstep: Class 7 contains 3181 members 
Mstep: Class 8 contains 28742 members 
Mstep: Class 9 contains 2862 members 
Mstep: Class 10 contains 7156 members 
Mstep: Class 11 contains 361 members 
Mstep: Class 12 contains 57673 members 
Mstep: Class 13 contains 19156 members 
Mstep: Class 14 contains 13569 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 37153 members 
Mstep: Class 17 contains 8678 members 
Mstep: Class 18 contains 26634 members 
Mstep: Class 19 contains 140521 members 
Mstep: Class 20 contains 2349 members 
Mstep: Class 21 contains 49859 members 
Mstep: Class 22 contains 42509 members 
Mstep: Class 23 contains 3636 members 
Mstep: Class 24 contains 3935 members 
Mstep: Class 25 contains 7405 members 
Mstep: Class 26 contains 1235 members 
Mstep: Class 27 contains 2871 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3623 members 
Mstep: Class 30 contains 15270 members 
Mstep: Class 31 contains 41927 members 
Mstep: Class 32 contains 5441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142926336.000000 Penalty: 110053.570312
Iteration 77Q: 33 clusters Score -1.429263e+08 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 133495 members 
Mstep: Class 3 contains 45729 members 
Mstep: Class 4 contains 10052 members 
Mstep: Class 5 contains 198909 members 
Mstep: Class 6 contains 131393 members 
Mstep: Class 7 contains 3180 members 
Mstep: Class 8 contains 28809 members 
Mstep: Class 9 contains 2865 members 
Mstep: Class 10 contains 7152 members 
Mstep: Class 11 contains 361 members 
Mstep: Class 12 contains 57639 members 
Mstep: Class 13 contains 19127 members 
Mstep: Class 14 contains 13562 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 37070 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 26628 members 
Mstep: Class 19 contains 140344 members 
Mstep: Class 20 contains 2351 members 
Mstep: Class 21 contains 49707 members 
Mstep: Class 22 contains 43335 members 
Mstep: Class 23 contains 3695 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 7401 members 
Mstep: Class 26 contains 1235 members 
Mstep: Class 27 contains 2863 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 3624 members 
Mstep: Class 30 contains 15272 members 
Mstep: Class 31 contains 41939 members 
Mstep: Class 32 contains 5441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142926432.000000 Penalty: 110053.570312
Iteration 78Q: 33 clusters Score -1.429264e+08 nChanged 2763
Entering ConstructFrom: 
Score: -142926432.000000 Penalty: 110053.570312
Entering ConstructFrom: 
Trying to split cluster 1 (6248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Entering Unmasked Estep 
Score: -858445.250000 Penalty: 2167.524170
	Iteration 0F: 2 clusters Score -858445.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -853222.687500 Penalty: 4335.048340
	Iteration 0F: 3 clusters Score -853222.7 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -854503.062500 Penalty: 4335.048340
	Iteration 1F: 3 clusters Score -854503.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -854751.687500 Penalty: 4335.048340
	Iteration 2F: 3 clusters Score -854751.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -854909.375000 Penalty: 4335.048340
	Iteration 3Q: 3 clusters Score -854909.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -855030.562500 Penalty: 4335.048340
	Iteration 4Q: 3 clusters Score -855030.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -855123.125000 Penalty: 4335.048340
	Iteration 5Q: 3 clusters Score -855123.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -855204.687500 Penalty: 4335.048340
	Iteration 6Q: 3 clusters Score -855204.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -855281.687500 Penalty: 4335.048340
	Iteration 7Q: 3 clusters Score -855281.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -855330.000000 Penalty: 4335.048340
	Iteration 8Q: 3 clusters Score -855330 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -855359.875000 Penalty: 4335.048340
	Iteration 9Q: 3 clusters Score -855359.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -855390.875000 Penalty: 4335.048340
	Iteration 10Q: 3 clusters Score -855390.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -855426.875000 Penalty: 4335.048340
	Iteration 11Q: 3 clusters Score -855426.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -855453.625000 Penalty: 4335.048340
	Iteration 12Q: 3 clusters Score -855453.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -855479.687500 Penalty: 4335.048340
	Iteration 13Q: 3 clusters Score -855479.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -855499.187500 Penalty: 4335.048340
	Iteration 14Q: 3 clusters Score -855499.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -855530.562500 Penalty: 4335.048340
	Iteration 15Q: 3 clusters Score -855530.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -855563.500000 Penalty: 4335.048340
	Iteration 16Q: 3 clusters Score -855563.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -855605.625000 Penalty: 4335.048340
	Iteration 17Q: 3 clusters Score -855605.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -855633.812500 Penalty: 4335.048340
	Iteration 18Q: 3 clusters Score -855633.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -855668.562500 Penalty: 4335.048340
	Iteration 19Q: 3 clusters Score -855668.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -855694.625000 Penalty: 4335.048340
	Iteration 20F: 3 clusters Score -855694.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -855716.687500 Penalty: 4335.048340
	Iteration 21Q: 3 clusters Score -855716.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -855736.937500 Penalty: 4335.048340
	Iteration 22Q: 3 clusters Score -855736.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -855754.750000 Penalty: 4335.048340
	Iteration 23Q: 3 clusters Score -855754.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -855772.375000 Penalty: 4335.048340
	Iteration 24Q: 3 clusters Score -855772.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -855788.812500 Penalty: 4335.048340
	Iteration 25Q: 3 clusters Score -855788.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -855802.062500 Penalty: 4335.048340
	Iteration 26Q: 3 clusters Score -855802.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -855815.750000 Penalty: 4335.048340
	Iteration 27Q: 3 clusters Score -855815.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -855829.062500 Penalty: 4335.048340
	Iteration 28Q: 3 clusters Score -855829.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -855842.000000 Penalty: 4335.048340
	Iteration 29Q: 3 clusters Score -855842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -855858.625000 Penalty: 4335.048340
	Iteration 30Q: 3 clusters Score -855858.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -855872.875000 Penalty: 4335.048340
	Iteration 31Q: 3 clusters Score -855872.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -855891.187500 Penalty: 4335.048340
	Iteration 32Q: 3 clusters Score -855891.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -855899.375000 Penalty: 4335.048340
	Iteration 33Q: 3 clusters Score -855899.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -855909.750000 Penalty: 4335.048340
	Iteration 34Q: 3 clusters Score -855909.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -855925.125000 Penalty: 4335.048340
	Iteration 35Q: 3 clusters Score -855925.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -855937.875000 Penalty: 4335.048340
	Iteration 36Q: 3 clusters Score -855937.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -855955.187500 Penalty: 4335.048340
	Iteration 37Q: 3 clusters Score -855955.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -855961.312500 Penalty: 4335.048340
	Iteration 38Q: 3 clusters Score -855961.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -855973.500000 Penalty: 4335.048340
	Iteration 39Q: 3 clusters Score -855973.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -855983.375000 Penalty: 4335.048340
	Iteration 40F: 3 clusters Score -855983.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -855987.250000 Penalty: 4335.048340
	Iteration 41Q: 3 clusters Score -855987.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -855997.437500 Penalty: 4335.048340
	Iteration 42Q: 3 clusters Score -855997.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -856010.625000 Penalty: 4335.048340
	Iteration 43Q: 3 clusters Score -856010.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -856025.000000 Penalty: 4335.048340
	Iteration 44Q: 3 clusters Score -856025 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -856044.937500 Penalty: 4335.048340
	Iteration 45Q: 3 clusters Score -856044.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -856064.062500 Penalty: 4335.048340
	Iteration 46Q: 3 clusters Score -856064.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -856088.500000 Penalty: 4335.048340
	Iteration 47Q: 3 clusters Score -856088.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -856109.812500 Penalty: 4335.048340
	Iteration 48Q: 3 clusters Score -856109.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -856137.500000 Penalty: 4335.048340
	Iteration 49Q: 3 clusters Score -856137.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -856171.937500 Penalty: 4335.048340
	Iteration 50Q: 3 clusters Score -856171.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -856209.750000 Penalty: 4335.048340
	Iteration 51Q: 3 clusters Score -856209.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -856259.187500 Penalty: 4335.048340
	Iteration 52Q: 3 clusters Score -856259.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -856312.187500 Penalty: 4335.048340
	Iteration 53Q: 3 clusters Score -856312.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -856360.000000 Penalty: 4335.048340
	Iteration 54Q: 3 clusters Score -856360 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -856413.437500 Penalty: 4335.048340
	Iteration 55Q: 3 clusters Score -856413.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -856481.937500 Penalty: 4335.048340
	Iteration 56Q: 3 clusters Score -856481.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -856565.562500 Penalty: 4335.048340
	Iteration 57Q: 3 clusters Score -856565.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -856654.125000 Penalty: 4335.048340
	Iteration 58Q: 3 clusters Score -856654.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -856720.125000 Penalty: 4335.048340
	Iteration 59Q: 3 clusters Score -856720.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -856762.250000 Penalty: 4335.048340
	Iteration 60F: 3 clusters Score -856762.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -856797.312500 Penalty: 4335.048340
	Iteration 61Q: 3 clusters Score -856797.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -856836.375000 Penalty: 4335.048340
	Iteration 62Q: 3 clusters Score -856836.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -856867.937500 Penalty: 4335.048340
	Iteration 63Q: 3 clusters Score -856867.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -856889.000000 Penalty: 4335.048340
	Iteration 64Q: 3 clusters Score -856889 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -856907.687500 Penalty: 4335.048340
	Iteration 65Q: 3 clusters Score -856907.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -856920.500000 Penalty: 4335.048340
	Iteration 66Q: 3 clusters Score -856920.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -856933.125000 Penalty: 4335.048340
	Iteration 67Q: 3 clusters Score -856933.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -856948.875000 Penalty: 4335.048340
	Iteration 68Q: 3 clusters Score -856948.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -856961.000000 Penalty: 4335.048340
	Iteration 69Q: 3 clusters Score -856961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -856968.375000 Penalty: 4335.048340
	Iteration 70Q: 3 clusters Score -856968.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -856974.187500 Penalty: 4335.048340
	Iteration 71Q: 3 clusters Score -856974.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -856977.250000 Penalty: 4335.048340
	Iteration 72Q: 3 clusters Score -856977.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -856981.187500 Penalty: 4335.048340
	Iteration 73Q: 3 clusters Score -856981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -856982.187500 Penalty: 4335.048340
	Iteration 74Q: 3 clusters Score -856982.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -856983.750000 Penalty: 4335.048340
	Iteration 75Q: 3 clusters Score -856983.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -856983.750000 Penalty: 4335.048340
	Iteration 76F: 3 clusters Score -856983.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (133259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133259 members 
Entering Unmasked Estep 
Score: -18460340.000000 Penalty: 2926.412354
	Iteration 0F: 2 clusters Score -1.846034e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
Score: -18372390.000000 Penalty: 5852.824707
	Iteration 0F: 3 clusters Score -1.837239e+07 nChanged 63657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 67329 members 
Entering Unmasked Estep 
Score: -18409368.000000 Penalty: 5852.824707
	Iteration 1F: 3 clusters Score -1.840937e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65356 members 
Mstep: Class 2 contains 67903 members 
Entering Unmasked Estep 
Score: -18410724.000000 Penalty: 5852.824707
	Iteration 2Q: 3 clusters Score -1.841072e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64388 members 
Mstep: Class 2 contains 68871 members 
Entering Unmasked Estep 
Score: -18412846.000000 Penalty: 5852.824707
	Iteration 3Q: 3 clusters Score -1.841285e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62769 members 
Mstep: Class 2 contains 70490 members 
Entering Unmasked Estep 
Score: -18416182.000000 Penalty: 5852.824707
	Iteration 4Q: 3 clusters Score -1.841618e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60208 members 
Mstep: Class 2 contains 73051 members 
Entering Unmasked Estep 
Score: -18421116.000000 Penalty: 5852.824707
	Iteration 5F: 3 clusters Score -1.842112e+07 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 76379 members 
Entering Unmasked Estep 
Score: -18427426.000000 Penalty: 5852.824707
	Iteration 6F: 3 clusters Score -1.842743e+07 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 80222 members 
Entering Unmasked Estep 
Score: -18434986.000000 Penalty: 5852.824707
	Iteration 7F: 3 clusters Score -1.843499e+07 nChanged 9062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -18442108.000000 Penalty: 5852.824707
	Iteration 8F: 3 clusters Score -1.844211e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 86684 members 
Entering Unmasked Estep 
Score: -18446502.000000 Penalty: 5852.824707
	Iteration 9F: 3 clusters Score -1.84465e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 88723 members 
Entering Unmasked Estep 
Score: -18448362.000000 Penalty: 5852.824707
	Iteration 10Q: 3 clusters Score -1.844836e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 90424 members 
Entering Unmasked Estep 
Score: -18449092.000000 Penalty: 5852.824707
	Iteration 11Q: 3 clusters Score -1.844909e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 91981 members 
Entering Unmasked Estep 
Score: -18449588.000000 Penalty: 5852.824707
	Iteration 12Q: 3 clusters Score -1.844959e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 93515 members 
Entering Unmasked Estep 
Score: -18450152.000000 Penalty: 5852.824707
	Iteration 13Q: 3 clusters Score -1.845015e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 95011 members 
Entering Unmasked Estep 
Score: -18450510.000000 Penalty: 5852.824707
	Iteration 14Q: 3 clusters Score -1.845051e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 96515 members 
Entering Unmasked Estep 
Score: -18450880.000000 Penalty: 5852.824707
	Iteration 15Q: 3 clusters Score -1.845088e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 97951 members 
Entering Unmasked Estep 
Score: -18451262.000000 Penalty: 5852.824707
	Iteration 16Q: 3 clusters Score -1.845126e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 99355 members 
Entering Unmasked Estep 
Score: -18451678.000000 Penalty: 5852.824707
	Iteration 17Q: 3 clusters Score -1.845168e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 100778 members 
Entering Unmasked Estep 
Score: -18451884.000000 Penalty: 5852.824707
	Iteration 18Q: 3 clusters Score -1.845188e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 102208 members 
Entering Unmasked Estep 
Score: -18452134.000000 Penalty: 5852.824707
	Iteration 19Q: 3 clusters Score -1.845213e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 103567 members 
Entering Unmasked Estep 
Score: -18452406.000000 Penalty: 5852.824707
	Iteration 20F: 3 clusters Score -1.845241e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 104930 members 
Entering Unmasked Estep 
Score: -18452744.000000 Penalty: 5852.824707
	Iteration 21Q: 3 clusters Score -1.845274e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 106425 members 
Entering Unmasked Estep 
Score: -18453086.000000 Penalty: 5852.824707
	Iteration 22Q: 3 clusters Score -1.845309e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 107894 members 
Entering Unmasked Estep 
Score: -18453336.000000 Penalty: 5852.824707
	Iteration 23Q: 3 clusters Score -1.845334e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 109365 members 
Entering Unmasked Estep 
Score: -18453680.000000 Penalty: 5852.824707
	Iteration 24Q: 3 clusters Score -1.845368e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 110905 members 
Entering Unmasked Estep 
Score: -18453986.000000 Penalty: 5852.824707
	Iteration 25Q: 3 clusters Score -1.845399e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 112482 members 
Entering Unmasked Estep 
Score: -18454342.000000 Penalty: 5852.824707
	Iteration 26Q: 3 clusters Score -1.845434e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 114025 members 
Entering Unmasked Estep 
Score: -18454830.000000 Penalty: 5852.824707
	Iteration 27Q: 3 clusters Score -1.845483e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 115498 members 
Entering Unmasked Estep 
Score: -18455146.000000 Penalty: 5852.824707
	Iteration 28Q: 3 clusters Score -1.845515e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 116980 members 
Entering Unmasked Estep 
Score: -18455476.000000 Penalty: 5852.824707
	Iteration 29Q: 3 clusters Score -1.845548e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 118496 members 
Entering Unmasked Estep 
Score: -18455792.000000 Penalty: 5852.824707
	Iteration 30Q: 3 clusters Score -1.845579e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 120032 members 
Entering Unmasked Estep 
Score: -18456172.000000 Penalty: 5852.824707
	Iteration 31Q: 3 clusters Score -1.845617e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 121430 members 
Entering Unmasked Estep 
Score: -18456566.000000 Penalty: 5852.824707
	Iteration 32Q: 3 clusters Score -1.845657e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 122732 members 
Entering Unmasked Estep 
Score: -18456892.000000 Penalty: 5852.824707
	Iteration 33Q: 3 clusters Score -1.845689e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 123882 members 
Entering Unmasked Estep 
Score: -18457174.000000 Penalty: 5852.824707
	Iteration 34Q: 3 clusters Score -1.845717e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 124872 members 
Entering Unmasked Estep 
Score: -18457440.000000 Penalty: 5852.824707
	Iteration 35Q: 3 clusters Score -1.845744e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 125800 members 
Entering Unmasked Estep 
Score: -18457678.000000 Penalty: 5852.824707
	Iteration 36Q: 3 clusters Score -1.845768e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 126629 members 
Entering Unmasked Estep 
Score: -18457886.000000 Penalty: 5852.824707
	Iteration 37Q: 3 clusters Score -1.845789e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 127395 members 
Entering Unmasked Estep 
Score: -18458052.000000 Penalty: 5852.824707
	Iteration 38Q: 3 clusters Score -1.845805e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 128008 members 
Entering Unmasked Estep 
Score: -18458124.000000 Penalty: 5852.824707
	Iteration 39Q: 3 clusters Score -1.845812e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 128500 members 
Entering Unmasked Estep 
Score: -18458212.000000 Penalty: 5852.824707
	Iteration 40F: 3 clusters Score -1.845821e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 128905 members 
Entering Unmasked Estep 
Score: -18458262.000000 Penalty: 5852.824707
	Iteration 41Q: 3 clusters Score -1.845826e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 129260 members 
Entering Unmasked Estep 
Score: -18458340.000000 Penalty: 5852.824707
	Iteration 42Q: 3 clusters Score -1.845834e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 129548 members 
Entering Unmasked Estep 
Score: -18458386.000000 Penalty: 5852.824707
	Iteration 43Q: 3 clusters Score -1.845839e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 129788 members 
Entering Unmasked Estep 
Score: -18458396.000000 Penalty: 5852.824707
	Iteration 44Q: 3 clusters Score -1.84584e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 130019 members 
Entering Unmasked Estep 
Score: -18458406.000000 Penalty: 5852.824707
	Iteration 45Q: 3 clusters Score -1.845841e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 130211 members 
Entering Unmasked Estep 
Score: -18458414.000000 Penalty: 5852.824707
	Iteration 46Q: 3 clusters Score -1.845841e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 130369 members 
Entering Unmasked Estep 
Score: -18458452.000000 Penalty: 5852.824707
	Iteration 47Q: 3 clusters Score -1.845845e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 130531 members 
Entering Unmasked Estep 
Score: -18458456.000000 Penalty: 5852.824707
	Iteration 48Q: 3 clusters Score -1.845846e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 130679 members 
Entering Unmasked Estep 
Score: -18458490.000000 Penalty: 5852.824707
	Iteration 49Q: 3 clusters Score -1.845849e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 130795 members 
Entering Unmasked Estep 
Score: -18458526.000000 Penalty: 5852.824707
	Iteration 50Q: 3 clusters Score -1.845853e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 130886 members 
Entering Unmasked Estep 
Score: -18458526.000000 Penalty: 5852.824707
	Iteration 51Q: 3 clusters Score -1.845853e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 130970 members 
Entering Unmasked Estep 
Score: -18458536.000000 Penalty: 5852.824707
	Iteration 52Q: 3 clusters Score -1.845854e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 131036 members 
Entering Unmasked Estep 
Score: -18458530.000000 Penalty: 5852.824707
	Iteration 53Q: 3 clusters Score -1.845853e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 131094 members 
Entering Unmasked Estep 
Score: -18458530.000000 Penalty: 5852.824707
	Iteration 54Q: 3 clusters Score -1.845853e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 131144 members 
Entering Unmasked Estep 
Score: -18458534.000000 Penalty: 5852.824707
	Iteration 55Q: 3 clusters Score -1.845853e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 131187 members 
Entering Unmasked Estep 
Score: -18458550.000000 Penalty: 5852.824707
	Iteration 56Q: 3 clusters Score -1.845855e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 131222 members 
Entering Unmasked Estep 
Score: -18458544.000000 Penalty: 5852.824707
	Iteration 57Q: 3 clusters Score -1.845854e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 131250 members 
Entering Unmasked Estep 
Score: -18458560.000000 Penalty: 5852.824707
	Iteration 58Q: 3 clusters Score -1.845856e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 131283 members 
Entering Unmasked Estep 
Score: -18458540.000000 Penalty: 5852.824707
	Iteration 59Q: 3 clusters Score -1.845854e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 131323 members 
Entering Unmasked Estep 
Score: -18458540.000000 Penalty: 5852.824707
	Iteration 60F: 3 clusters Score -1.845854e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 131348 members 
Entering Unmasked Estep 
Score: -18458542.000000 Penalty: 5852.824707
	Iteration 61Q: 3 clusters Score -1.845854e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 131371 members 
Entering Unmasked Estep 
Score: -18458540.000000 Penalty: 5852.824707
	Iteration 62Q: 3 clusters Score -1.845854e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 131386 members 
Entering Unmasked Estep 
Score: -18458552.000000 Penalty: 5852.824707
	Iteration 63Q: 3 clusters Score -1.845855e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 131408 members 
Entering Unmasked Estep 
Score: -18458554.000000 Penalty: 5852.824707
	Iteration 64Q: 3 clusters Score -1.845855e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 131425 members 
Entering Unmasked Estep 
Score: -18458544.000000 Penalty: 5852.824707
	Iteration 65Q: 3 clusters Score -1.845854e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 131440 members 
Entering Unmasked Estep 
Score: -18458566.000000 Penalty: 5852.824707
	Iteration 66Q: 3 clusters Score -1.845857e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 131454 members 
Entering Unmasked Estep 
Score: -18458536.000000 Penalty: 5852.824707
	Iteration 67Q: 3 clusters Score -1.845854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 131464 members 
Entering Unmasked Estep 
Score: -18458540.000000 Penalty: 5852.824707
	Iteration 68Q: 3 clusters Score -1.845854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 131472 members 
Entering Unmasked Estep 
Score: -18458550.000000 Penalty: 5852.824707
	Iteration 69Q: 3 clusters Score -1.845855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 131482 members 
Entering Unmasked Estep 
Score: -18458548.000000 Penalty: 5852.824707
	Iteration 70Q: 3 clusters Score -1.845855e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 131497 members 
Entering Unmasked Estep 
Score: -18458520.000000 Penalty: 5852.824707
	Iteration 71Q: 3 clusters Score -1.845852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 131509 members 
Entering Unmasked Estep 
Score: -18458522.000000 Penalty: 5852.824707
	Iteration 72Q: 3 clusters Score -1.845852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 131512 members 
Entering Unmasked Estep 
Score: -18458514.000000 Penalty: 5852.824707
	Iteration 73Q: 3 clusters Score -1.845851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 131513 members 
Entering Unmasked Estep 
Score: -18458516.000000 Penalty: 5852.824707
	Iteration 74Q: 3 clusters Score -1.845852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 131517 members 
Entering Unmasked Estep 
Score: -18458510.000000 Penalty: 5852.824707
	Iteration 75Q: 3 clusters Score -1.845851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 131522 members 
Entering Unmasked Estep 
Score: -18458518.000000 Penalty: 5852.824707
	Iteration 76Q: 3 clusters Score -1.845852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 131525 members 
Entering Unmasked Estep 
Score: -18458520.000000 Penalty: 5852.824707
	Iteration 77Q: 3 clusters Score -1.845852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 131528 members 
Entering Unmasked Estep 
Score: -18458528.000000 Penalty: 5852.824707
	Iteration 78Q: 3 clusters Score -1.845853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 131532 members 
Entering Unmasked Estep 
Score: -18458536.000000 Penalty: 5852.824707
	Iteration 79Q: 3 clusters Score -1.845854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 131540 members 
Entering Unmasked Estep 
Score: -18458534.000000 Penalty: 5852.824707
	Iteration 80F: 3 clusters Score -1.845853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 131546 members 
Entering Unmasked Estep 
Score: -18458536.000000 Penalty: 5852.824707
	Iteration 81Q: 3 clusters Score -1.845854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 131552 members 
Entering Unmasked Estep 
Score: -18458528.000000 Penalty: 5852.824707
	Iteration 82Q: 3 clusters Score -1.845853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 131559 members 
Entering Unmasked Estep 
Score: -18458528.000000 Penalty: 5852.824707
	Iteration 83Q: 3 clusters Score -1.845853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 131567 members 
Entering Unmasked Estep 
Score: -18458516.000000 Penalty: 5852.824707
	Iteration 84Q: 3 clusters Score -1.845852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 131570 members 
Entering Unmasked Estep 
Score: -18458522.000000 Penalty: 5852.824707
	Iteration 85Q: 3 clusters Score -1.845852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 131576 members 
Entering Unmasked Estep 
Score: -18458524.000000 Penalty: 5852.824707
	Iteration 86Q: 3 clusters Score -1.845852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 131577 members 
Entering Unmasked Estep 
Score: -18458526.000000 Penalty: 5852.824707
	Iteration 87Q: 3 clusters Score -1.845853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 131577 members 
Entering Unmasked Estep 
Score: -18458526.000000 Penalty: 5852.824707
	Iteration 88F: 3 clusters Score -1.845853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Entering Unmasked Estep 
Score: -6369386.000000 Penalty: 2660.884277
	Iteration 0F: 2 clusters Score -6369386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -6338472.000000 Penalty: 5321.768555
	Iteration 0F: 3 clusters Score -6338472 nChanged 21082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -6350154.000000 Penalty: 5321.768555
	Iteration 1F: 3 clusters Score -6350154 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -6350759.500000 Penalty: 5321.768555
	Iteration 2Q: 3 clusters Score -6350760 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -6351377.500000 Penalty: 5321.768555
	Iteration 3Q: 3 clusters Score -6351378 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -6351948.500000 Penalty: 5321.768555
	Iteration 4Q: 3 clusters Score -6351948 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -6352513.500000 Penalty: 5321.768555
	Iteration 5Q: 3 clusters Score -6352514 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -6353297.500000 Penalty: 5321.768555
	Iteration 6Q: 3 clusters Score -6353298 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -6354405.000000 Penalty: 5321.768555
	Iteration 7Q: 3 clusters Score -6354405 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -6356108.000000 Penalty: 5321.768555
	Iteration 8F: 3 clusters Score -6356108 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -6358393.500000 Penalty: 5321.768555
	Iteration 9F: 3 clusters Score -6358394 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -6360858.500000 Penalty: 5321.768555
	Iteration 10F: 3 clusters Score -6360858 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -6362950.000000 Penalty: 5321.768555
	Iteration 11F: 3 clusters Score -6362950 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -6364436.500000 Penalty: 5321.768555
	Iteration 12Q: 3 clusters Score -6364436 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -6365358.500000 Penalty: 5321.768555
	Iteration 13Q: 3 clusters Score -6365358 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -6365911.500000 Penalty: 5321.768555
	Iteration 14Q: 3 clusters Score -6365912 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -6366223.500000 Penalty: 5321.768555
	Iteration 15Q: 3 clusters Score -6366224 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -6366464.500000 Penalty: 5321.768555
	Iteration 16Q: 3 clusters Score -6366464 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -6366657.500000 Penalty: 5321.768555
	Iteration 17Q: 3 clusters Score -6366658 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -6366803.000000 Penalty: 5321.768555
	Iteration 18Q: 3 clusters Score -6366803 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -6366897.000000 Penalty: 5321.768555
	Iteration 19Q: 3 clusters Score -6366897 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -6366966.500000 Penalty: 5321.768555
	Iteration 20F: 3 clusters Score -6366966 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -6366994.000000 Penalty: 5321.768555
	Iteration 21Q: 3 clusters Score -6366994 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -6367014.500000 Penalty: 5321.768555
	Iteration 22Q: 3 clusters Score -6367014 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -6367040.000000 Penalty: 5321.768555
	Iteration 23Q: 3 clusters Score -6367040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -6367064.000000 Penalty: 5321.768555
	Iteration 24Q: 3 clusters Score -6367064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -6367081.500000 Penalty: 5321.768555
	Iteration 25Q: 3 clusters Score -6367082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -6367089.000000 Penalty: 5321.768555
	Iteration 26Q: 3 clusters Score -6367089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -6367111.500000 Penalty: 5321.768555
	Iteration 27Q: 3 clusters Score -6367112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -6367131.500000 Penalty: 5321.768555
	Iteration 28Q: 3 clusters Score -6367132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -6367130.000000 Penalty: 5321.768555
	Iteration 29Q: 3 clusters Score -6367130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -6367164.000000 Penalty: 5321.768555
	Iteration 30Q: 3 clusters Score -6367164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -6367172.500000 Penalty: 5321.768555
	Iteration 31Q: 3 clusters Score -6367172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -6367183.000000 Penalty: 5321.768555
	Iteration 32Q: 3 clusters Score -6367183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -6367176.500000 Penalty: 5321.768555
	Iteration 33Q: 3 clusters Score -6367176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -6367187.500000 Penalty: 5321.768555
	Iteration 34Q: 3 clusters Score -6367188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -6367184.000000 Penalty: 5321.768555
	Iteration 35Q: 3 clusters Score -6367184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -6367184.000000 Penalty: 5321.768555
	Iteration 36F: 3 clusters Score -6367184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Entering Unmasked Estep 
Score: -1391558.250000 Penalty: 2284.981445
	Iteration 0F: 2 clusters Score -1391558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1383895.625000 Penalty: 4569.962891
	Iteration 0F: 3 clusters Score -1383896 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1386003.250000 Penalty: 4569.962891
	Iteration 1F: 3 clusters Score -1386003 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1386264.500000 Penalty: 4569.962891
	Iteration 2F: 3 clusters Score -1386264 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1386435.500000 Penalty: 4569.962891
	Iteration 3Q: 3 clusters Score -1386436 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1386562.375000 Penalty: 4569.962891
	Iteration 4Q: 3 clusters Score -1386562 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1386677.500000 Penalty: 4569.962891
	Iteration 5Q: 3 clusters Score -1386678 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1386776.500000 Penalty: 4569.962891
	Iteration 6Q: 3 clusters Score -1386776 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1386858.625000 Penalty: 4569.962891
	Iteration 7Q: 3 clusters Score -1386859 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1386931.500000 Penalty: 4569.962891
	Iteration 8Q: 3 clusters Score -1386932 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1387003.125000 Penalty: 4569.962891
	Iteration 9Q: 3 clusters Score -1387003 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1387080.625000 Penalty: 4569.962891
	Iteration 10Q: 3 clusters Score -1387081 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1387147.625000 Penalty: 4569.962891
	Iteration 11Q: 3 clusters Score -1387148 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1387235.625000 Penalty: 4569.962891
	Iteration 12Q: 3 clusters Score -1387236 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1387343.125000 Penalty: 4569.962891
	Iteration 13Q: 3 clusters Score -1387343 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1387478.625000 Penalty: 4569.962891
	Iteration 14Q: 3 clusters Score -1387479 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1387659.375000 Penalty: 4569.962891
	Iteration 15Q: 3 clusters Score -1387659 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1387878.625000 Penalty: 4569.962891
	Iteration 16Q: 3 clusters Score -1387879 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1388150.750000 Penalty: 4569.962891
	Iteration 17Q: 3 clusters Score -1388151 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1388495.250000 Penalty: 4569.962891
	Iteration 18Q: 3 clusters Score -1388495 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1388842.125000 Penalty: 4569.962891
	Iteration 19Q: 3 clusters Score -1388842 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1389143.750000 Penalty: 4569.962891
	Iteration 20F: 3 clusters Score -1389144 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1389337.875000 Penalty: 4569.962891
	Iteration 21Q: 3 clusters Score -1389338 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1389438.750000 Penalty: 4569.962891
	Iteration 22Q: 3 clusters Score -1389439 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1389490.500000 Penalty: 4569.962891
	Iteration 23Q: 3 clusters Score -1389490 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1389518.250000 Penalty: 4569.962891
	Iteration 24Q: 3 clusters Score -1389518 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1389547.750000 Penalty: 4569.962891
	Iteration 25Q: 3 clusters Score -1389548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1389562.625000 Penalty: 4569.962891
	Iteration 26Q: 3 clusters Score -1389563 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1389576.250000 Penalty: 4569.962891
	Iteration 27Q: 3 clusters Score -1389576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1389585.000000 Penalty: 4569.962891
	Iteration 28Q: 3 clusters Score -1389585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1389590.250000 Penalty: 4569.962891
	Iteration 29Q: 3 clusters Score -1389590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1389599.000000 Penalty: 4569.962891
	Iteration 30Q: 3 clusters Score -1389599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1389604.500000 Penalty: 4569.962891
	Iteration 31Q: 3 clusters Score -1389604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1389610.750000 Penalty: 4569.962891
	Iteration 32Q: 3 clusters Score -1389611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1389620.500000 Penalty: 4569.962891
	Iteration 33Q: 3 clusters Score -1389620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1389626.000000 Penalty: 4569.962891
	Iteration 34Q: 3 clusters Score -1389626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1389628.500000 Penalty: 4569.962891
	Iteration 35Q: 3 clusters Score -1389628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1389632.125000 Penalty: 4569.962891
	Iteration 36Q: 3 clusters Score -1389632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1389637.625000 Penalty: 4569.962891
	Iteration 37Q: 3 clusters Score -1389638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1389640.750000 Penalty: 4569.962891
	Iteration 38Q: 3 clusters Score -1389641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1389639.125000 Penalty: 4569.962891
	Iteration 39Q: 3 clusters Score -1389639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1389639.250000 Penalty: 4569.962891
	Iteration 40F: 3 clusters Score -1389639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1389640.750000 Penalty: 4569.962891
	Iteration 41Q: 3 clusters Score -1389641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1389640.875000 Penalty: 4569.962891
	Iteration 42Q: 3 clusters Score -1389641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1389642.625000 Penalty: 4569.962891
	Iteration 43Q: 3 clusters Score -1389643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1389644.625000 Penalty: 4569.962891
	Iteration 44Q: 3 clusters Score -1389645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1389642.875000 Penalty: 4569.962891
	Iteration 45Q: 3 clusters Score -1389643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1389645.125000 Penalty: 4569.962891
	Iteration 46Q: 3 clusters Score -1389645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1389643.750000 Penalty: 4569.962891
	Iteration 47Q: 3 clusters Score -1389644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1389643.750000 Penalty: 4569.962891
	Iteration 48Q: 3 clusters Score -1389644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1389645.125000 Penalty: 4569.962891
	Iteration 49Q: 3 clusters Score -1389645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1389645.000000 Penalty: 4569.962891
	Iteration 50Q: 3 clusters Score -1389645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1389643.750000 Penalty: 4569.962891
	Iteration 51Q: 3 clusters Score -1389644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1389645.000000 Penalty: 4569.962891
	Iteration 52Q: 3 clusters Score -1389645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1389647.500000 Penalty: 4569.962891
	Iteration 53Q: 3 clusters Score -1389648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1389647.500000 Penalty: 4569.962891
	Iteration 54F: 3 clusters Score -1389648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (198718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198718 members 
Entering Unmasked Estep 
Score: -27607374.000000 Penalty: 3025.511230
	Iteration 0F: 2 clusters Score -2.760737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99259 members 
Mstep: Class 2 contains 99459 members 
Entering Unmasked Estep 
Score: -27482760.000000 Penalty: 6051.022461
	Iteration 0F: 3 clusters Score -2.748276e+07 nChanged 95458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97679 members 
Mstep: Class 2 contains 101039 members 
Entering Unmasked Estep 
Score: -27538046.000000 Penalty: 6051.022461
	Iteration 1F: 3 clusters Score -2.753805e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96717 members 
Mstep: Class 2 contains 102001 members 
Entering Unmasked Estep 
Score: -27538820.000000 Penalty: 6051.022461
	Iteration 2Q: 3 clusters Score -2.753882e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95371 members 
Mstep: Class 2 contains 103347 members 
Entering Unmasked Estep 
Score: -27539742.000000 Penalty: 6051.022461
	Iteration 3Q: 3 clusters Score -2.753974e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93237 members 
Mstep: Class 2 contains 105481 members 
Entering Unmasked Estep 
Score: -27540604.000000 Penalty: 6051.022461
	Iteration 4Q: 3 clusters Score -2.75406e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89909 members 
Mstep: Class 2 contains 108809 members 
Entering Unmasked Estep 
Score: -27542272.000000 Penalty: 6051.022461
	Iteration 5Q: 3 clusters Score -2.754227e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84865 members 
Mstep: Class 2 contains 113853 members 
Entering Unmasked Estep 
Score: -27545020.000000 Penalty: 6051.022461
	Iteration 6Q: 3 clusters Score -2.754502e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77452 members 
Mstep: Class 2 contains 121266 members 
Entering Unmasked Estep 
Score: -27549382.000000 Penalty: 6051.022461
	Iteration 7Q: 3 clusters Score -2.754938e+07 nChanged 11528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67256 members 
Mstep: Class 2 contains 131462 members 
Entering Unmasked Estep 
Score: -27556256.000000 Penalty: 6051.022461
	Iteration 8F: 3 clusters Score -2.755626e+07 nChanged 13552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54854 members 
Mstep: Class 2 contains 143864 members 
Entering Unmasked Estep 
Score: -27566138.000000 Penalty: 6051.022461
	Iteration 9F: 3 clusters Score -2.756614e+07 nChanged 13757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 156475 members 
Entering Unmasked Estep 
Score: -27576702.000000 Penalty: 6051.022461
	Iteration 10F: 3 clusters Score -2.75767e+07 nChanged 11172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 166497 members 
Entering Unmasked Estep 
Score: -27585212.000000 Penalty: 6051.022461
	Iteration 11F: 3 clusters Score -2.758521e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 173444 members 
Entering Unmasked Estep 
Score: -27590786.000000 Penalty: 6051.022461
	Iteration 12Q: 3 clusters Score -2.759079e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 178728 members 
Entering Unmasked Estep 
Score: -27594018.000000 Penalty: 6051.022461
	Iteration 13Q: 3 clusters Score -2.759402e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 182896 members 
Entering Unmasked Estep 
Score: -27596300.000000 Penalty: 6051.022461
	Iteration 14Q: 3 clusters Score -2.75963e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 186391 members 
Entering Unmasked Estep 
Score: -27597874.000000 Penalty: 6051.022461
	Iteration 15Q: 3 clusters Score -2.759787e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 189348 members 
Entering Unmasked Estep 
Score: -27599598.000000 Penalty: 6051.022461
	Iteration 16Q: 3 clusters Score -2.75996e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 191756 members 
Entering Unmasked Estep 
Score: -27600780.000000 Penalty: 6051.022461
	Iteration 17Q: 3 clusters Score -2.760078e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 193680 members 
Entering Unmasked Estep 
Score: -27601832.000000 Penalty: 6051.022461
	Iteration 18Q: 3 clusters Score -2.760183e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 195182 members 
Entering Unmasked Estep 
Score: -27602660.000000 Penalty: 6051.022461
	Iteration 19Q: 3 clusters Score -2.760266e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 196345 members 
Entering Unmasked Estep 
Score: -27603352.000000 Penalty: 6051.022461
	Iteration 20F: 3 clusters Score -2.760335e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 197164 members 
Entering Unmasked Estep 
Score: -27603884.000000 Penalty: 6051.022461
	Iteration 21Q: 3 clusters Score -2.760388e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 197670 members 
Entering Unmasked Estep 
Score: -27604152.000000 Penalty: 6051.022461
	Iteration 22Q: 3 clusters Score -2.760415e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 197949 members 
Entering Unmasked Estep 
Score: -27604388.000000 Penalty: 6051.022461
	Iteration 23Q: 3 clusters Score -2.760439e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 198123 members 
Entering Unmasked Estep 
Score: -27604446.000000 Penalty: 6051.022461
	Iteration 24Q: 3 clusters Score -2.760445e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 198228 members 
Entering Unmasked Estep 
Score: -27604532.000000 Penalty: 6051.022461
	Iteration 25Q: 3 clusters Score -2.760453e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 198297 members 
Entering Unmasked Estep 
Score: -27604624.000000 Penalty: 6051.022461
	Iteration 26Q: 3 clusters Score -2.760462e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 198330 members 
Entering Unmasked Estep 
Score: -27604692.000000 Penalty: 6051.022461
	Iteration 27Q: 3 clusters Score -2.760469e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 198357 members 
Entering Unmasked Estep 
Score: -27604736.000000 Penalty: 6051.022461
	Iteration 28Q: 3 clusters Score -2.760474e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 198373 members 
Entering Unmasked Estep 
Score: -27604750.000000 Penalty: 6051.022461
	Iteration 29Q: 3 clusters Score -2.760475e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 198386 members 
Entering Unmasked Estep 
Score: -27604752.000000 Penalty: 6051.022461
	Iteration 30Q: 3 clusters Score -2.760475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 198392 members 
Entering Unmasked Estep 
Score: -27604754.000000 Penalty: 6051.022461
	Iteration 31Q: 3 clusters Score -2.760475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 198398 members 
Entering Unmasked Estep 
Score: -27604772.000000 Penalty: 6051.022461
	Iteration 32Q: 3 clusters Score -2.760477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 198399 members 
Entering Unmasked Estep 
Score: -27604786.000000 Penalty: 6051.022461
	Iteration 33Q: 3 clusters Score -2.760479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 198400 members 
Entering Unmasked Estep 
Score: -27604790.000000 Penalty: 6051.022461
	Iteration 34Q: 3 clusters Score -2.760479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 198401 members 
Entering Unmasked Estep 
Score: -27604778.000000 Penalty: 6051.022461
	Iteration 35Q: 3 clusters Score -2.760478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 198401 members 
Entering Unmasked Estep 
Score: -27604778.000000 Penalty: 6051.022461
	Iteration 36F: 3 clusters Score -2.760478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (131356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131356 members 
Entering Unmasked Estep 
Score: -18282542.000000 Penalty: 2922.845215
	Iteration 0F: 2 clusters Score -1.828254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 65580 members 
Entering Unmasked Estep 
Score: -18196846.000000 Penalty: 5845.690430
	Iteration 0F: 3 clusters Score -1.819685e+07 nChanged 62406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67536 members 
Mstep: Class 2 contains 63820 members 
Entering Unmasked Estep 
Score: -18233070.000000 Penalty: 5845.690430
	Iteration 1F: 3 clusters Score -1.823307e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68743 members 
Mstep: Class 2 contains 62613 members 
Entering Unmasked Estep 
Score: -18234368.000000 Penalty: 5845.690430
	Iteration 2Q: 3 clusters Score -1.823437e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70678 members 
Mstep: Class 2 contains 60678 members 
Entering Unmasked Estep 
Score: -18236140.000000 Penalty: 5845.690430
	Iteration 3Q: 3 clusters Score -1.823614e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73401 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
Score: -18238890.000000 Penalty: 5845.690430
	Iteration 4Q: 3 clusters Score -1.823889e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77273 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -18242632.000000 Penalty: 5845.690430
	Iteration 5F: 3 clusters Score -1.824263e+07 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82278 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -18247676.000000 Penalty: 5845.690430
	Iteration 6F: 3 clusters Score -1.824768e+07 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88261 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -18254098.000000 Penalty: 5845.690430
	Iteration 7F: 3 clusters Score -1.82541e+07 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94432 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -18261250.000000 Penalty: 5845.690430
	Iteration 8F: 3 clusters Score -1.826125e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99545 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -18267556.000000 Penalty: 5845.690430
	Iteration 9F: 3 clusters Score -1.826756e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103040 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -18271768.000000 Penalty: 5845.690430
	Iteration 10Q: 3 clusters Score -1.827177e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105468 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -18273896.000000 Penalty: 5845.690430
	Iteration 11Q: 3 clusters Score -1.82739e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107439 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -18275022.000000 Penalty: 5845.690430
	Iteration 12Q: 3 clusters Score -1.827502e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109212 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -18275892.000000 Penalty: 5845.690430
	Iteration 13Q: 3 clusters Score -1.827589e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110858 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -18276734.000000 Penalty: 5845.690430
	Iteration 14Q: 3 clusters Score -1.827673e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112442 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -18277448.000000 Penalty: 5845.690430
	Iteration 15Q: 3 clusters Score -1.827745e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113973 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -18277916.000000 Penalty: 5845.690430
	Iteration 16Q: 3 clusters Score -1.827792e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115361 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -18278470.000000 Penalty: 5845.690430
	Iteration 17Q: 3 clusters Score -1.827847e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116659 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -18278950.000000 Penalty: 5845.690430
	Iteration 18Q: 3 clusters Score -1.827895e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117854 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -18279388.000000 Penalty: 5845.690430
	Iteration 19Q: 3 clusters Score -1.827939e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118916 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -18279804.000000 Penalty: 5845.690430
	Iteration 20F: 3 clusters Score -1.82798e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119827 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -18280236.000000 Penalty: 5845.690430
	Iteration 21Q: 3 clusters Score -1.828024e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120582 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -18280450.000000 Penalty: 5845.690430
	Iteration 22Q: 3 clusters Score -1.828045e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121220 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -18280770.000000 Penalty: 5845.690430
	Iteration 23Q: 3 clusters Score -1.828077e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121739 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -18281100.000000 Penalty: 5845.690430
	Iteration 24Q: 3 clusters Score -1.82811e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122203 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -18281328.000000 Penalty: 5845.690430
	Iteration 25Q: 3 clusters Score -1.828133e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122576 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -18281590.000000 Penalty: 5845.690430
	Iteration 26Q: 3 clusters Score -1.828159e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122837 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -18281772.000000 Penalty: 5845.690430
	Iteration 27Q: 3 clusters Score -1.828177e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123090 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -18281952.000000 Penalty: 5845.690430
	Iteration 28Q: 3 clusters Score -1.828195e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123267 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -18281986.000000 Penalty: 5845.690430
	Iteration 29Q: 3 clusters Score -1.828199e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123413 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -18282002.000000 Penalty: 5845.690430
	Iteration 30Q: 3 clusters Score -1.8282e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123524 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -18282020.000000 Penalty: 5845.690430
	Iteration 31Q: 3 clusters Score -1.828202e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123610 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -18282014.000000 Penalty: 5845.690430
	Iteration 32Q: 3 clusters Score -1.828201e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123674 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -18282012.000000 Penalty: 5845.690430
	Iteration 33Q: 3 clusters Score -1.828201e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123730 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -18281980.000000 Penalty: 5845.690430
	Iteration 34Q: 3 clusters Score -1.828198e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123770 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -18281976.000000 Penalty: 5845.690430
	Iteration 35Q: 3 clusters Score -1.828198e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123802 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -18281958.000000 Penalty: 5845.690430
	Iteration 36Q: 3 clusters Score -1.828196e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123825 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -18281952.000000 Penalty: 5845.690430
	Iteration 37Q: 3 clusters Score -1.828195e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123843 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -18281964.000000 Penalty: 5845.690430
	Iteration 38Q: 3 clusters Score -1.828196e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123863 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -18281958.000000 Penalty: 5845.690430
	Iteration 39Q: 3 clusters Score -1.828196e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123882 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -18281958.000000 Penalty: 5845.690430
	Iteration 40F: 3 clusters Score -1.828196e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123905 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -18281972.000000 Penalty: 5845.690430
	Iteration 41Q: 3 clusters Score -1.828197e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123920 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -18281960.000000 Penalty: 5845.690430
	Iteration 42Q: 3 clusters Score -1.828196e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123939 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -18281964.000000 Penalty: 5845.690430
	Iteration 43Q: 3 clusters Score -1.828196e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123963 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -18281974.000000 Penalty: 5845.690430
	Iteration 44Q: 3 clusters Score -1.828197e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123988 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -18281966.000000 Penalty: 5845.690430
	Iteration 45Q: 3 clusters Score -1.828197e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124008 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -18281954.000000 Penalty: 5845.690430
	Iteration 46Q: 3 clusters Score -1.828195e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124019 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -18281962.000000 Penalty: 5845.690430
	Iteration 47Q: 3 clusters Score -1.828196e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124033 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -18281976.000000 Penalty: 5845.690430
	Iteration 48Q: 3 clusters Score -1.828198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124049 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -18281962.000000 Penalty: 5845.690430
	Iteration 49Q: 3 clusters Score -1.828196e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124065 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -18281982.000000 Penalty: 5845.690430
	Iteration 50Q: 3 clusters Score -1.828198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124070 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -18281996.000000 Penalty: 5845.690430
	Iteration 51Q: 3 clusters Score -1.8282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124079 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -18281984.000000 Penalty: 5845.690430
	Iteration 52Q: 3 clusters Score -1.828198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124086 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -18281988.000000 Penalty: 5845.690430
	Iteration 53Q: 3 clusters Score -1.828199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124093 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -18281980.000000 Penalty: 5845.690430
	Iteration 54Q: 3 clusters Score -1.828198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124102 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -18282000.000000 Penalty: 5845.690430
	Iteration 55Q: 3 clusters Score -1.8282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124111 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -18282002.000000 Penalty: 5845.690430
	Iteration 56Q: 3 clusters Score -1.8282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124118 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -18282006.000000 Penalty: 5845.690430
	Iteration 57Q: 3 clusters Score -1.828201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124124 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -18281992.000000 Penalty: 5845.690430
	Iteration 58Q: 3 clusters Score -1.828199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124131 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -18282002.000000 Penalty: 5845.690430
	Iteration 59Q: 3 clusters Score -1.8282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124139 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -18281992.000000 Penalty: 5845.690430
	Iteration 60F: 3 clusters Score -1.828199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124146 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -18281994.000000 Penalty: 5845.690430
	Iteration 61Q: 3 clusters Score -1.828199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124152 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -18281990.000000 Penalty: 5845.690430
	Iteration 62Q: 3 clusters Score -1.828199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124156 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -18281990.000000 Penalty: 5845.690430
	Iteration 63Q: 3 clusters Score -1.828199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124161 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -18282008.000000 Penalty: 5845.690430
	Iteration 64Q: 3 clusters Score -1.828201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124165 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -18282014.000000 Penalty: 5845.690430
	Iteration 65Q: 3 clusters Score -1.828201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124165 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -18282014.000000 Penalty: 5845.690430
	Iteration 66F: 3 clusters Score -1.828201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Entering Unmasked Estep 
Score: -431435.843750 Penalty: 2000.107788
	Iteration 0F: 2 clusters Score -431435.8 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 1599 members 
Entering Unmasked Estep 
Score: -428041.218750 Penalty: 4000.215576
	Iteration 0F: 3 clusters Score -428041.2 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -428747.187500 Penalty: 4000.215576
	Iteration 1F: 3 clusters Score -428747.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -428927.625000 Penalty: 4000.215576
	Iteration 2F: 3 clusters Score -428927.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -429049.062500 Penalty: 4000.215576
	Iteration 3F: 3 clusters Score -429049.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -429121.093750 Penalty: 4000.215576
	Iteration 4Q: 3 clusters Score -429121.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -429170.968750 Penalty: 4000.215576
	Iteration 5Q: 3 clusters Score -429171 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -429207.218750 Penalty: 4000.215576
	Iteration 6Q: 3 clusters Score -429207.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -429240.687500 Penalty: 4000.215576
	Iteration 7Q: 3 clusters Score -429240.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -429272.187500 Penalty: 4000.215576
	Iteration 8Q: 3 clusters Score -429272.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -429298.437500 Penalty: 4000.215576
	Iteration 9Q: 3 clusters Score -429298.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -429330.593750 Penalty: 4000.215576
	Iteration 10Q: 3 clusters Score -429330.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -429368.781250 Penalty: 4000.215576
	Iteration 11Q: 3 clusters Score -429368.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -429428.593750 Penalty: 4000.215576
	Iteration 12Q: 3 clusters Score -429428.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -429498.312500 Penalty: 4000.215576
	Iteration 13Q: 3 clusters Score -429498.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -429570.750000 Penalty: 4000.215576
	Iteration 14Q: 3 clusters Score -429570.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -429648.312500 Penalty: 4000.215576
	Iteration 15Q: 3 clusters Score -429648.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -429744.625000 Penalty: 4000.215576
	Iteration 16Q: 3 clusters Score -429744.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -429885.125000 Penalty: 4000.215576
	Iteration 17Q: 3 clusters Score -429885.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -430060.468750 Penalty: 4000.215576
	Iteration 18Q: 3 clusters Score -430060.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -430204.937500 Penalty: 4000.215576
	Iteration 19Q: 3 clusters Score -430204.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -430315.125000 Penalty: 4000.215576
	Iteration 20F: 3 clusters Score -430315.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -430384.718750 Penalty: 4000.215576
	Iteration 21Q: 3 clusters Score -430384.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -430428.031250 Penalty: 4000.215576
	Iteration 22Q: 3 clusters Score -430428 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -430455.218750 Penalty: 4000.215576
	Iteration 23Q: 3 clusters Score -430455.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -430473.718750 Penalty: 4000.215576
	Iteration 24Q: 3 clusters Score -430473.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -430491.937500 Penalty: 4000.215576
	Iteration 25Q: 3 clusters Score -430491.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -430512.937500 Penalty: 4000.215576
	Iteration 26Q: 3 clusters Score -430512.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -430530.468750 Penalty: 4000.215576
	Iteration 27Q: 3 clusters Score -430530.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -430541.468750 Penalty: 4000.215576
	Iteration 28Q: 3 clusters Score -430541.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -430551.125000 Penalty: 4000.215576
	Iteration 29Q: 3 clusters Score -430551.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -430559.687500 Penalty: 4000.215576
	Iteration 30Q: 3 clusters Score -430559.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -430566.468750 Penalty: 4000.215576
	Iteration 31Q: 3 clusters Score -430566.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -430575.593750 Penalty: 4000.215576
	Iteration 32Q: 3 clusters Score -430575.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -430579.937500 Penalty: 4000.215576
	Iteration 33Q: 3 clusters Score -430579.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -430584.625000 Penalty: 4000.215576
	Iteration 34Q: 3 clusters Score -430584.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -430588.562500 Penalty: 4000.215576
	Iteration 35Q: 3 clusters Score -430588.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -430594.500000 Penalty: 4000.215576
	Iteration 36Q: 3 clusters Score -430594.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -430599.687500 Penalty: 4000.215576
	Iteration 37Q: 3 clusters Score -430599.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -430602.718750 Penalty: 4000.215576
	Iteration 38Q: 3 clusters Score -430602.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -430603.625000 Penalty: 4000.215576
	Iteration 39Q: 3 clusters Score -430603.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -430604.218750 Penalty: 4000.215576
	Iteration 40F: 3 clusters Score -430604.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -430603.875000 Penalty: 4000.215576
	Iteration 41Q: 3 clusters Score -430603.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -430605.281250 Penalty: 4000.215576
	Iteration 42Q: 3 clusters Score -430605.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -430606.500000 Penalty: 4000.215576
	Iteration 43Q: 3 clusters Score -430606.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -430607.218750 Penalty: 4000.215576
	Iteration 44Q: 3 clusters Score -430607.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -430607.218750 Penalty: 4000.215576
	Iteration 45F: 3 clusters Score -430607.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Entering Unmasked Estep 
Score: -3885398.500000 Penalty: 2547.278809
	Iteration 0F: 2 clusters Score -3885398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -3865496.500000 Penalty: 5094.557617
	Iteration 0F: 3 clusters Score -3865496 nChanged 13001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -3872782.250000 Penalty: 5094.557617
	Iteration 1F: 3 clusters Score -3872782 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -3873505.750000 Penalty: 5094.557617
	Iteration 2F: 3 clusters Score -3873506 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -3874169.000000 Penalty: 5094.557617
	Iteration 3F: 3 clusters Score -3874169 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -3874851.500000 Penalty: 5094.557617
	Iteration 4F: 3 clusters Score -3874852 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -3875552.750000 Penalty: 5094.557617
	Iteration 5F: 3 clusters Score -3875553 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -3876163.250000 Penalty: 5094.557617
	Iteration 6Q: 3 clusters Score -3876163 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -3876846.750000 Penalty: 5094.557617
	Iteration 7Q: 3 clusters Score -3876847 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -3877445.250000 Penalty: 5094.557617
	Iteration 8Q: 3 clusters Score -3877445 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -3877950.500000 Penalty: 5094.557617
	Iteration 9Q: 3 clusters Score -3877950 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -3878341.000000 Penalty: 5094.557617
	Iteration 10Q: 3 clusters Score -3878341 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -3878601.750000 Penalty: 5094.557617
	Iteration 11Q: 3 clusters Score -3878602 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -3878806.000000 Penalty: 5094.557617
	Iteration 12Q: 3 clusters Score -3878806 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -3878956.500000 Penalty: 5094.557617
	Iteration 13Q: 3 clusters Score -3878956 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -3879113.250000 Penalty: 5094.557617
	Iteration 14Q: 3 clusters Score -3879113 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -3879247.750000 Penalty: 5094.557617
	Iteration 15Q: 3 clusters Score -3879248 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -3879371.750000 Penalty: 5094.557617
	Iteration 16Q: 3 clusters Score -3879372 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -3879505.250000 Penalty: 5094.557617
	Iteration 17Q: 3 clusters Score -3879505 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -3879645.250000 Penalty: 5094.557617
	Iteration 18Q: 3 clusters Score -3879645 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -3879762.500000 Penalty: 5094.557617
	Iteration 19Q: 3 clusters Score -3879762 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -3879891.000000 Penalty: 5094.557617
	Iteration 20F: 3 clusters Score -3879891 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -3880007.000000 Penalty: 5094.557617
	Iteration 21Q: 3 clusters Score -3880007 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -3880110.000000 Penalty: 5094.557617
	Iteration 22Q: 3 clusters Score -3880110 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -3880203.000000 Penalty: 5094.557617
	Iteration 23Q: 3 clusters Score -3880203 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -3880261.750000 Penalty: 5094.557617
	Iteration 24Q: 3 clusters Score -3880262 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -3880304.500000 Penalty: 5094.557617
	Iteration 25Q: 3 clusters Score -3880304 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -3880339.750000 Penalty: 5094.557617
	Iteration 26Q: 3 clusters Score -3880340 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -3880374.000000 Penalty: 5094.557617
	Iteration 27Q: 3 clusters Score -3880374 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -3880417.250000 Penalty: 5094.557617
	Iteration 28Q: 3 clusters Score -3880417 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -3880479.750000 Penalty: 5094.557617
	Iteration 29Q: 3 clusters Score -3880480 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -3880532.000000 Penalty: 5094.557617
	Iteration 30Q: 3 clusters Score -3880532 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -3880601.750000 Penalty: 5094.557617
	Iteration 31Q: 3 clusters Score -3880602 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -3880632.500000 Penalty: 5094.557617
	Iteration 32Q: 3 clusters Score -3880632 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -3880677.750000 Penalty: 5094.557617
	Iteration 33Q: 3 clusters Score -3880678 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -3880742.000000 Penalty: 5094.557617
	Iteration 34Q: 3 clusters Score -3880742 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -3880798.500000 Penalty: 5094.557617
	Iteration 35Q: 3 clusters Score -3880798 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -3880838.750000 Penalty: 5094.557617
	Iteration 36Q: 3 clusters Score -3880839 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -3880882.750000 Penalty: 5094.557617
	Iteration 37Q: 3 clusters Score -3880883 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3880947.250000 Penalty: 5094.557617
	Iteration 38Q: 3 clusters Score -3880947 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -3881007.250000 Penalty: 5094.557617
	Iteration 39Q: 3 clusters Score -3881007 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -3881077.000000 Penalty: 5094.557617
	Iteration 40F: 3 clusters Score -3881077 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -3881183.250000 Penalty: 5094.557617
	Iteration 41Q: 3 clusters Score -3881183 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -3881291.500000 Penalty: 5094.557617
	Iteration 42Q: 3 clusters Score -3881292 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -3881435.500000 Penalty: 5094.557617
	Iteration 43Q: 3 clusters Score -3881436 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -3881562.250000 Penalty: 5094.557617
	Iteration 44Q: 3 clusters Score -3881562 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -3881744.250000 Penalty: 5094.557617
	Iteration 45Q: 3 clusters Score -3881744 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -3881904.250000 Penalty: 5094.557617
	Iteration 46Q: 3 clusters Score -3881904 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -3882095.750000 Penalty: 5094.557617
	Iteration 47Q: 3 clusters Score -3882096 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -3882260.250000 Penalty: 5094.557617
	Iteration 48Q: 3 clusters Score -3882260 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3882435.250000 Penalty: 5094.557617
	Iteration 49Q: 3 clusters Score -3882435 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3882681.250000 Penalty: 5094.557617
	Iteration 50Q: 3 clusters Score -3882681 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -3882902.000000 Penalty: 5094.557617
	Iteration 51Q: 3 clusters Score -3882902 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3883138.000000 Penalty: 5094.557617
	Iteration 52Q: 3 clusters Score -3883138 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3883395.000000 Penalty: 5094.557617
	Iteration 53Q: 3 clusters Score -3883395 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3883589.250000 Penalty: 5094.557617
	Iteration 54Q: 3 clusters Score -3883589 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3883759.500000 Penalty: 5094.557617
	Iteration 55Q: 3 clusters Score -3883760 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3883915.250000 Penalty: 5094.557617
	Iteration 56Q: 3 clusters Score -3883915 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3884037.500000 Penalty: 5094.557617
	Iteration 57Q: 3 clusters Score -3884038 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3884145.500000 Penalty: 5094.557617
	Iteration 58Q: 3 clusters Score -3884146 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3884232.000000 Penalty: 5094.557617
	Iteration 59Q: 3 clusters Score -3884232 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3884279.500000 Penalty: 5094.557617
	Iteration 60F: 3 clusters Score -3884280 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3884327.750000 Penalty: 5094.557617
	Iteration 61Q: 3 clusters Score -3884328 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3884377.750000 Penalty: 5094.557617
	Iteration 62Q: 3 clusters Score -3884378 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3884421.250000 Penalty: 5094.557617
	Iteration 63Q: 3 clusters Score -3884421 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3884465.000000 Penalty: 5094.557617
	Iteration 64Q: 3 clusters Score -3884465 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3884501.500000 Penalty: 5094.557617
	Iteration 65Q: 3 clusters Score -3884502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3884533.000000 Penalty: 5094.557617
	Iteration 66Q: 3 clusters Score -3884533 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3884546.250000 Penalty: 5094.557617
	Iteration 67Q: 3 clusters Score -3884546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3884551.500000 Penalty: 5094.557617
	Iteration 68Q: 3 clusters Score -3884552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3884560.000000 Penalty: 5094.557617
	Iteration 69Q: 3 clusters Score -3884560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3884564.500000 Penalty: 5094.557617
	Iteration 70Q: 3 clusters Score -3884564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3884571.250000 Penalty: 5094.557617
	Iteration 71Q: 3 clusters Score -3884571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3884578.000000 Penalty: 5094.557617
	Iteration 72Q: 3 clusters Score -3884578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3884575.500000 Penalty: 5094.557617
	Iteration 73Q: 3 clusters Score -3884576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3884573.750000 Penalty: 5094.557617
	Iteration 74Q: 3 clusters Score -3884574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3884578.000000 Penalty: 5094.557617
	Iteration 75Q: 3 clusters Score -3884578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3884581.250000 Penalty: 5094.557617
	Iteration 76Q: 3 clusters Score -3884581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3884586.750000 Penalty: 5094.557617
	Iteration 77Q: 3 clusters Score -3884587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3884589.500000 Penalty: 5094.557617
	Iteration 78Q: 3 clusters Score -3884590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3884589.000000 Penalty: 5094.557617
	Iteration 79Q: 3 clusters Score -3884589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3884595.500000 Penalty: 5094.557617
	Iteration 80F: 3 clusters Score -3884596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3884596.250000 Penalty: 5094.557617
	Iteration 81Q: 3 clusters Score -3884596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3884602.750000 Penalty: 5094.557617
	Iteration 82Q: 3 clusters Score -3884603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3884601.750000 Penalty: 5094.557617
	Iteration 83Q: 3 clusters Score -3884602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3884602.250000 Penalty: 5094.557617
	Iteration 84Q: 3 clusters Score -3884602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3884600.250000 Penalty: 5094.557617
	Iteration 85Q: 3 clusters Score -3884600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3884599.250000 Penalty: 5094.557617
	Iteration 86Q: 3 clusters Score -3884599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3884601.000000 Penalty: 5094.557617
	Iteration 87Q: 3 clusters Score -3884601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3884603.000000 Penalty: 5094.557617
	Iteration 88Q: 3 clusters Score -3884603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3884603.000000 Penalty: 5094.557617
	Iteration 89F: 3 clusters Score -3884603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Entering Unmasked Estep 
Score: -390905.156250 Penalty: 1974.419800
	Iteration 0F: 2 clusters Score -390905.2 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 1470 members 
Entering Unmasked Estep 
Score: -387723.156250 Penalty: 3948.839600
	Iteration 0F: 3 clusters Score -387723.2 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -388343.531250 Penalty: 3948.839600
	Iteration 1F: 3 clusters Score -388343.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -388501.093750 Penalty: 3948.839600
	Iteration 2F: 3 clusters Score -388501.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -388590.312500 Penalty: 3948.839600
	Iteration 3Q: 3 clusters Score -388590.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -388648.625000 Penalty: 3948.839600
	Iteration 4Q: 3 clusters Score -388648.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -388684.937500 Penalty: 3948.839600
	Iteration 5Q: 3 clusters Score -388684.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -388715.968750 Penalty: 3948.839600
	Iteration 6Q: 3 clusters Score -388716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -388741.593750 Penalty: 3948.839600
	Iteration 7Q: 3 clusters Score -388741.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -388763.156250 Penalty: 3948.839600
	Iteration 8Q: 3 clusters Score -388763.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -388782.906250 Penalty: 3948.839600
	Iteration 9Q: 3 clusters Score -388782.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -388801.593750 Penalty: 3948.839600
	Iteration 10Q: 3 clusters Score -388801.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -388827.093750 Penalty: 3948.839600
	Iteration 11Q: 3 clusters Score -388827.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -388851.562500 Penalty: 3948.839600
	Iteration 12Q: 3 clusters Score -388851.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -388864.000000 Penalty: 3948.839600
	Iteration 13Q: 3 clusters Score -388864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -388873.406250 Penalty: 3948.839600
	Iteration 14Q: 3 clusters Score -388873.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -388879.906250 Penalty: 3948.839600
	Iteration 15Q: 3 clusters Score -388879.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -388889.437500 Penalty: 3948.839600
	Iteration 16Q: 3 clusters Score -388889.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -388899.750000 Penalty: 3948.839600
	Iteration 17Q: 3 clusters Score -388899.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -388908.218750 Penalty: 3948.839600
	Iteration 18Q: 3 clusters Score -388908.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -388913.281250 Penalty: 3948.839600
	Iteration 19Q: 3 clusters Score -388913.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -388919.500000 Penalty: 3948.839600
	Iteration 20F: 3 clusters Score -388919.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -388925.531250 Penalty: 3948.839600
	Iteration 21Q: 3 clusters Score -388925.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -388928.468750 Penalty: 3948.839600
	Iteration 22Q: 3 clusters Score -388928.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -388936.093750 Penalty: 3948.839600
	Iteration 23Q: 3 clusters Score -388936.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -388942.750000 Penalty: 3948.839600
	Iteration 24Q: 3 clusters Score -388942.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -388951.281250 Penalty: 3948.839600
	Iteration 25Q: 3 clusters Score -388951.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -388960.343750 Penalty: 3948.839600
	Iteration 26Q: 3 clusters Score -388960.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -388966.937500 Penalty: 3948.839600
	Iteration 27Q: 3 clusters Score -388966.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -388969.656250 Penalty: 3948.839600
	Iteration 28Q: 3 clusters Score -388969.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -388972.937500 Penalty: 3948.839600
	Iteration 29Q: 3 clusters Score -388972.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -388974.718750 Penalty: 3948.839600
	Iteration 30Q: 3 clusters Score -388974.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -388979.187500 Penalty: 3948.839600
	Iteration 31Q: 3 clusters Score -388979.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -388983.812500 Penalty: 3948.839600
	Iteration 32Q: 3 clusters Score -388983.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -388990.468750 Penalty: 3948.839600
	Iteration 33Q: 3 clusters Score -388990.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -388997.500000 Penalty: 3948.839600
	Iteration 34Q: 3 clusters Score -388997.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -389003.406250 Penalty: 3948.839600
	Iteration 35Q: 3 clusters Score -389003.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -389012.625000 Penalty: 3948.839600
	Iteration 36Q: 3 clusters Score -389012.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -389020.437500 Penalty: 3948.839600
	Iteration 37Q: 3 clusters Score -389020.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -389033.375000 Penalty: 3948.839600
	Iteration 38Q: 3 clusters Score -389033.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -389049.812500 Penalty: 3948.839600
	Iteration 39Q: 3 clusters Score -389049.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -389059.812500 Penalty: 3948.839600
	Iteration 40F: 3 clusters Score -389059.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -389071.875000 Penalty: 3948.839600
	Iteration 41Q: 3 clusters Score -389071.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -389091.062500 Penalty: 3948.839600
	Iteration 42Q: 3 clusters Score -389091.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -389102.031250 Penalty: 3948.839600
	Iteration 43Q: 3 clusters Score -389102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -389109.937500 Penalty: 3948.839600
	Iteration 44Q: 3 clusters Score -389109.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -389118.843750 Penalty: 3948.839600
	Iteration 45Q: 3 clusters Score -389118.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -389128.500000 Penalty: 3948.839600
	Iteration 46Q: 3 clusters Score -389128.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -389138.656250 Penalty: 3948.839600
	Iteration 47Q: 3 clusters Score -389138.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -389147.437500 Penalty: 3948.839600
	Iteration 48Q: 3 clusters Score -389147.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -389155.156250 Penalty: 3948.839600
	Iteration 49Q: 3 clusters Score -389155.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -389167.062500 Penalty: 3948.839600
	Iteration 50Q: 3 clusters Score -389167.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -389183.218750 Penalty: 3948.839600
	Iteration 51Q: 3 clusters Score -389183.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -389207.031250 Penalty: 3948.839600
	Iteration 52Q: 3 clusters Score -389207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -389228.781250 Penalty: 3948.839600
	Iteration 53Q: 3 clusters Score -389228.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -389254.812500 Penalty: 3948.839600
	Iteration 54Q: 3 clusters Score -389254.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -389277.531250 Penalty: 3948.839600
	Iteration 55Q: 3 clusters Score -389277.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -389297.687500 Penalty: 3948.839600
	Iteration 56Q: 3 clusters Score -389297.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -389318.593750 Penalty: 3948.839600
	Iteration 57Q: 3 clusters Score -389318.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -389334.312500 Penalty: 3948.839600
	Iteration 58Q: 3 clusters Score -389334.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -389347.437500 Penalty: 3948.839600
	Iteration 59Q: 3 clusters Score -389347.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -389369.781250 Penalty: 3948.839600
	Iteration 60F: 3 clusters Score -389369.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -389394.531250 Penalty: 3948.839600
	Iteration 61Q: 3 clusters Score -389394.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -389412.718750 Penalty: 3948.839600
	Iteration 62Q: 3 clusters Score -389412.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -389425.750000 Penalty: 3948.839600
	Iteration 63Q: 3 clusters Score -389425.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -389434.843750 Penalty: 3948.839600
	Iteration 64Q: 3 clusters Score -389434.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -389443.750000 Penalty: 3948.839600
	Iteration 65Q: 3 clusters Score -389443.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -389453.656250 Penalty: 3948.839600
	Iteration 66Q: 3 clusters Score -389453.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -389463.593750 Penalty: 3948.839600
	Iteration 67Q: 3 clusters Score -389463.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -389472.687500 Penalty: 3948.839600
	Iteration 68Q: 3 clusters Score -389472.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -389480.500000 Penalty: 3948.839600
	Iteration 69Q: 3 clusters Score -389480.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -389487.875000 Penalty: 3948.839600
	Iteration 70Q: 3 clusters Score -389487.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -389494.031250 Penalty: 3948.839600
	Iteration 71Q: 3 clusters Score -389494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -389495.218750 Penalty: 3948.839600
	Iteration 72Q: 3 clusters Score -389495.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -389496.156250 Penalty: 3948.839600
	Iteration 73Q: 3 clusters Score -389496.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -389496.156250 Penalty: 3948.839600
	Iteration 74F: 3 clusters Score -389496.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Entering Unmasked Estep 
Score: -952008.812500 Penalty: 2200.724121
	Iteration 0F: 2 clusters Score -952008.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -946130.875000 Penalty: 4401.448242
	Iteration 0F: 3 clusters Score -946130.9 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -947771.312500 Penalty: 4401.448242
	Iteration 1F: 3 clusters Score -947771.3 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -948151.437500 Penalty: 4401.448242
	Iteration 2F: 3 clusters Score -948151.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -948516.937500 Penalty: 4401.448242
	Iteration 3F: 3 clusters Score -948516.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -948845.312500 Penalty: 4401.448242
	Iteration 4F: 3 clusters Score -948845.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -949140.250000 Penalty: 4401.448242
	Iteration 5F: 3 clusters Score -949140.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -949401.375000 Penalty: 4401.448242
	Iteration 6Q: 3 clusters Score -949401.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -949592.125000 Penalty: 4401.448242
	Iteration 7Q: 3 clusters Score -949592.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -949727.687500 Penalty: 4401.448242
	Iteration 8Q: 3 clusters Score -949727.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -949824.312500 Penalty: 4401.448242
	Iteration 9Q: 3 clusters Score -949824.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -949921.312500 Penalty: 4401.448242
	Iteration 10Q: 3 clusters Score -949921.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -950008.687500 Penalty: 4401.448242
	Iteration 11Q: 3 clusters Score -950008.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -950070.437500 Penalty: 4401.448242
	Iteration 12Q: 3 clusters Score -950070.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -950127.875000 Penalty: 4401.448242
	Iteration 13Q: 3 clusters Score -950127.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -950183.437500 Penalty: 4401.448242
	Iteration 14Q: 3 clusters Score -950183.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -950232.562500 Penalty: 4401.448242
	Iteration 15Q: 3 clusters Score -950232.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -950278.500000 Penalty: 4401.448242
	Iteration 16Q: 3 clusters Score -950278.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -950334.187500 Penalty: 4401.448242
	Iteration 17Q: 3 clusters Score -950334.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -950390.437500 Penalty: 4401.448242
	Iteration 18Q: 3 clusters Score -950390.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -950434.875000 Penalty: 4401.448242
	Iteration 19Q: 3 clusters Score -950434.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -950471.500000 Penalty: 4401.448242
	Iteration 20F: 3 clusters Score -950471.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -950509.812500 Penalty: 4401.448242
	Iteration 21Q: 3 clusters Score -950509.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -950551.625000 Penalty: 4401.448242
	Iteration 22Q: 3 clusters Score -950551.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -950587.687500 Penalty: 4401.448242
	Iteration 23Q: 3 clusters Score -950587.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -950608.375000 Penalty: 4401.448242
	Iteration 24Q: 3 clusters Score -950608.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -950623.812500 Penalty: 4401.448242
	Iteration 25Q: 3 clusters Score -950623.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -950637.187500 Penalty: 4401.448242
	Iteration 26Q: 3 clusters Score -950637.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -950645.125000 Penalty: 4401.448242
	Iteration 27Q: 3 clusters Score -950645.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -950654.250000 Penalty: 4401.448242
	Iteration 28Q: 3 clusters Score -950654.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -950660.375000 Penalty: 4401.448242
	Iteration 29Q: 3 clusters Score -950660.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -950664.250000 Penalty: 4401.448242
	Iteration 30Q: 3 clusters Score -950664.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -950668.187500 Penalty: 4401.448242
	Iteration 31Q: 3 clusters Score -950668.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -950672.937500 Penalty: 4401.448242
	Iteration 32Q: 3 clusters Score -950672.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -950672.875000 Penalty: 4401.448242
	Iteration 33Q: 3 clusters Score -950672.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -950674.875000 Penalty: 4401.448242
	Iteration 34Q: 3 clusters Score -950674.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -950676.500000 Penalty: 4401.448242
	Iteration 35Q: 3 clusters Score -950676.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -950678.000000 Penalty: 4401.448242
	Iteration 36Q: 3 clusters Score -950678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -950680.312500 Penalty: 4401.448242
	Iteration 37Q: 3 clusters Score -950680.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -950680.125000 Penalty: 4401.448242
	Iteration 38Q: 3 clusters Score -950680.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -950681.812500 Penalty: 4401.448242
	Iteration 39Q: 3 clusters Score -950681.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -950681.562500 Penalty: 4401.448242
	Iteration 40F: 3 clusters Score -950681.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -950683.000000 Penalty: 4401.448242
	Iteration 41Q: 3 clusters Score -950683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -950683.000000 Penalty: 4401.448242
	Iteration 42F: 3 clusters Score -950683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -45236.968750 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -45236.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43878.296875 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -43878.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44015.859375 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -44015.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44070.468750 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -44070.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44105.500000 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -44105.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44121.445312 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -44121.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44130.328125 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -44130.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44136.957031 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -44136.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44136.957031 Penalty: 2920.883301
	Iteration 7F: 3 clusters Score -44136.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (57617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57617 members 
Entering Unmasked Estep 
Score: -8088147.000000 Penalty: 2718.469971
	Iteration 0F: 2 clusters Score -8088147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -8049485.500000 Penalty: 5436.939941
	Iteration 0F: 3 clusters Score -8049486 nChanged 26565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -8064262.500000 Penalty: 5436.939941
	Iteration 1F: 3 clusters Score -8064262 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -8064908.000000 Penalty: 5436.939941
	Iteration 2Q: 3 clusters Score -8064908 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -8065593.500000 Penalty: 5436.939941
	Iteration 3Q: 3 clusters Score -8065594 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -8066446.500000 Penalty: 5436.939941
	Iteration 4Q: 3 clusters Score -8066446 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -8067472.500000 Penalty: 5436.939941
	Iteration 5Q: 3 clusters Score -8067472 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -8069064.000000 Penalty: 5436.939941
	Iteration 6F: 3 clusters Score -8069064 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -8071523.000000 Penalty: 5436.939941
	Iteration 7F: 3 clusters Score -8071523 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -8074904.500000 Penalty: 5436.939941
	Iteration 8F: 3 clusters Score -8074904 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -8078538.000000 Penalty: 5436.939941
	Iteration 9F: 3 clusters Score -8078538 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -8081030.500000 Penalty: 5436.939941
	Iteration 10F: 3 clusters Score -8081030 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -8082057.000000 Penalty: 5436.939941
	Iteration 11Q: 3 clusters Score -8082057 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -8082721.000000 Penalty: 5436.939941
	Iteration 12Q: 3 clusters Score -8082721 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -8083132.000000 Penalty: 5436.939941
	Iteration 13Q: 3 clusters Score -8083132 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -8083545.500000 Penalty: 5436.939941
	Iteration 14Q: 3 clusters Score -8083546 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -8083945.500000 Penalty: 5436.939941
	Iteration 15Q: 3 clusters Score -8083946 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -8084249.500000 Penalty: 5436.939941
	Iteration 16Q: 3 clusters Score -8084250 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -8084595.000000 Penalty: 5436.939941
	Iteration 17Q: 3 clusters Score -8084595 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -8084853.500000 Penalty: 5436.939941
	Iteration 18Q: 3 clusters Score -8084854 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50238 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -8085038.000000 Penalty: 5436.939941
	Iteration 19Q: 3 clusters Score -8085038 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -8085202.500000 Penalty: 5436.939941
	Iteration 20F: 3 clusters Score -8085202 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -8085414.000000 Penalty: 5436.939941
	Iteration 21Q: 3 clusters Score -8085414 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51760 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -8085599.000000 Penalty: 5436.939941
	Iteration 22Q: 3 clusters Score -8085599 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -8085730.500000 Penalty: 5436.939941
	Iteration 23Q: 3 clusters Score -8085730 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52575 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -8085849.000000 Penalty: 5436.939941
	Iteration 24Q: 3 clusters Score -8085849 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -8085982.000000 Penalty: 5436.939941
	Iteration 25Q: 3 clusters Score -8085982 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53243 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -8086119.500000 Penalty: 5436.939941
	Iteration 26Q: 3 clusters Score -8086120 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53527 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -8086228.000000 Penalty: 5436.939941
	Iteration 27Q: 3 clusters Score -8086228 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -8086288.000000 Penalty: 5436.939941
	Iteration 28Q: 3 clusters Score -8086288 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -8086385.500000 Penalty: 5436.939941
	Iteration 29Q: 3 clusters Score -8086386 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -8086410.500000 Penalty: 5436.939941
	Iteration 30Q: 3 clusters Score -8086410 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -8086470.000000 Penalty: 5436.939941
	Iteration 31Q: 3 clusters Score -8086470 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -8086513.000000 Penalty: 5436.939941
	Iteration 32Q: 3 clusters Score -8086513 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -8086552.500000 Penalty: 5436.939941
	Iteration 33Q: 3 clusters Score -8086552 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -8086613.000000 Penalty: 5436.939941
	Iteration 34Q: 3 clusters Score -8086613 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54930 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -8086639.000000 Penalty: 5436.939941
	Iteration 35Q: 3 clusters Score -8086639 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54991 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -8086658.500000 Penalty: 5436.939941
	Iteration 36Q: 3 clusters Score -8086658 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55052 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -8086677.500000 Penalty: 5436.939941
	Iteration 37Q: 3 clusters Score -8086678 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55130 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -8086691.000000 Penalty: 5436.939941
	Iteration 38Q: 3 clusters Score -8086691 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55192 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -8086712.000000 Penalty: 5436.939941
	Iteration 39Q: 3 clusters Score -8086712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55236 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -8086728.000000 Penalty: 5436.939941
	Iteration 40F: 3 clusters Score -8086728 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -8086741.500000 Penalty: 5436.939941
	Iteration 41Q: 3 clusters Score -8086742 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55315 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -8086742.000000 Penalty: 5436.939941
	Iteration 42Q: 3 clusters Score -8086742 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55350 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -8086739.500000 Penalty: 5436.939941
	Iteration 43Q: 3 clusters Score -8086740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -8086751.500000 Penalty: 5436.939941
	Iteration 44Q: 3 clusters Score -8086752 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -8086747.500000 Penalty: 5436.939941
	Iteration 45Q: 3 clusters Score -8086748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -8086762.500000 Penalty: 5436.939941
	Iteration 46Q: 3 clusters Score -8086762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -8086773.500000 Penalty: 5436.939941
	Iteration 47Q: 3 clusters Score -8086774 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55529 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -8086785.000000 Penalty: 5436.939941
	Iteration 48Q: 3 clusters Score -8086785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8086795.000000 Penalty: 5436.939941
	Iteration 49Q: 3 clusters Score -8086795 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55585 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -8086785.500000 Penalty: 5436.939941
	Iteration 50Q: 3 clusters Score -8086786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55616 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -8086809.000000 Penalty: 5436.939941
	Iteration 51Q: 3 clusters Score -8086809 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55649 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -8086815.500000 Penalty: 5436.939941
	Iteration 52Q: 3 clusters Score -8086816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55672 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -8086829.500000 Penalty: 5436.939941
	Iteration 53Q: 3 clusters Score -8086830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55692 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -8086842.000000 Penalty: 5436.939941
	Iteration 54Q: 3 clusters Score -8086842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55712 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -8086843.000000 Penalty: 5436.939941
	Iteration 55Q: 3 clusters Score -8086843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -8086845.000000 Penalty: 5436.939941
	Iteration 56Q: 3 clusters Score -8086845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55735 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -8086843.000000 Penalty: 5436.939941
	Iteration 57Q: 3 clusters Score -8086843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8086851.000000 Penalty: 5436.939941
	Iteration 58Q: 3 clusters Score -8086851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -8086858.500000 Penalty: 5436.939941
	Iteration 59Q: 3 clusters Score -8086858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55779 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -8086852.000000 Penalty: 5436.939941
	Iteration 60F: 3 clusters Score -8086852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -8086841.500000 Penalty: 5436.939941
	Iteration 61Q: 3 clusters Score -8086842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -8086853.000000 Penalty: 5436.939941
	Iteration 62Q: 3 clusters Score -8086853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55825 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -8086854.500000 Penalty: 5436.939941
	Iteration 63Q: 3 clusters Score -8086854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55837 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -8086859.500000 Penalty: 5436.939941
	Iteration 64Q: 3 clusters Score -8086860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55849 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8086855.500000 Penalty: 5436.939941
	Iteration 65Q: 3 clusters Score -8086856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -8086860.000000 Penalty: 5436.939941
	Iteration 66Q: 3 clusters Score -8086860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55872 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -8086855.500000 Penalty: 5436.939941
	Iteration 67Q: 3 clusters Score -8086856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -8086858.000000 Penalty: 5436.939941
	Iteration 68Q: 3 clusters Score -8086858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55898 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -8086865.500000 Penalty: 5436.939941
	Iteration 69Q: 3 clusters Score -8086866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -8086871.500000 Penalty: 5436.939941
	Iteration 70Q: 3 clusters Score -8086872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -8086877.500000 Penalty: 5436.939941
	Iteration 71Q: 3 clusters Score -8086878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -8086879.000000 Penalty: 5436.939941
	Iteration 72Q: 3 clusters Score -8086879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55925 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -8086888.000000 Penalty: 5436.939941
	Iteration 73Q: 3 clusters Score -8086888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55931 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8086890.500000 Penalty: 5436.939941
	Iteration 74Q: 3 clusters Score -8086890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55934 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -8086892.500000 Penalty: 5436.939941
	Iteration 75Q: 3 clusters Score -8086892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -8086886.500000 Penalty: 5436.939941
	Iteration 76Q: 3 clusters Score -8086886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55943 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -8086889.000000 Penalty: 5436.939941
	Iteration 77Q: 3 clusters Score -8086889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55947 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8086890.500000 Penalty: 5436.939941
	Iteration 78Q: 3 clusters Score -8086890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55951 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8086897.500000 Penalty: 5436.939941
	Iteration 79Q: 3 clusters Score -8086898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55953 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -8086897.500000 Penalty: 5436.939941
	Iteration 80F: 3 clusters Score -8086898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -8086895.500000 Penalty: 5436.939941
	Iteration 81Q: 3 clusters Score -8086896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55961 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -8086897.000000 Penalty: 5436.939941
	Iteration 82Q: 3 clusters Score -8086897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55963 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -8086903.500000 Penalty: 5436.939941
	Iteration 83Q: 3 clusters Score -8086904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55964 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8086899.500000 Penalty: 5436.939941
	Iteration 84Q: 3 clusters Score -8086900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55964 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8086901.000000 Penalty: 5436.939941
	Iteration 85Q: 3 clusters Score -8086901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55964 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8086890.000000 Penalty: 5436.939941
	Iteration 86Q: 3 clusters Score -8086890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -8086890.500000 Penalty: 5436.939941
	Iteration 87Q: 3 clusters Score -8086890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55966 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -8086895.500000 Penalty: 5436.939941
	Iteration 88Q: 3 clusters Score -8086896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55966 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -8086895.500000 Penalty: 5436.939941
	Iteration 89F: 3 clusters Score -8086896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -2609761.500000 Penalty: 2444.581055
	Iteration 0F: 2 clusters Score -2609762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2596264.500000 Penalty: 4889.162109
	Iteration 0F: 3 clusters Score -2596264 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2600810.000000 Penalty: 4889.162109
	Iteration 1F: 3 clusters Score -2600810 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2601465.000000 Penalty: 4889.162109
	Iteration 2F: 3 clusters Score -2601465 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2602270.250000 Penalty: 4889.162109
	Iteration 3F: 3 clusters Score -2602270 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2603183.500000 Penalty: 4889.162109
	Iteration 4F: 3 clusters Score -2603184 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2604078.500000 Penalty: 4889.162109
	Iteration 5F: 3 clusters Score -2604078 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2604909.000000 Penalty: 4889.162109
	Iteration 6F: 3 clusters Score -2604909 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2605794.000000 Penalty: 4889.162109
	Iteration 7F: 3 clusters Score -2605794 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2606614.750000 Penalty: 4889.162109
	Iteration 8F: 3 clusters Score -2606615 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2607197.500000 Penalty: 4889.162109
	Iteration 9Q: 3 clusters Score -2607198 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2607504.250000 Penalty: 4889.162109
	Iteration 10Q: 3 clusters Score -2607504 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2607704.500000 Penalty: 4889.162109
	Iteration 11Q: 3 clusters Score -2607704 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2607826.000000 Penalty: 4889.162109
	Iteration 12Q: 3 clusters Score -2607826 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2607901.250000 Penalty: 4889.162109
	Iteration 13Q: 3 clusters Score -2607901 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2607931.250000 Penalty: 4889.162109
	Iteration 14Q: 3 clusters Score -2607931 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2607952.000000 Penalty: 4889.162109
	Iteration 15Q: 3 clusters Score -2607952 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2607980.000000 Penalty: 4889.162109
	Iteration 16Q: 3 clusters Score -2607980 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2607979.000000 Penalty: 4889.162109
	Iteration 17Q: 3 clusters Score -2607979 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2607988.750000 Penalty: 4889.162109
	Iteration 18Q: 3 clusters Score -2607989 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2607989.250000 Penalty: 4889.162109
	Iteration 19Q: 3 clusters Score -2607989 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2607995.750000 Penalty: 4889.162109
	Iteration 20F: 3 clusters Score -2607996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2608002.000000 Penalty: 4889.162109
	Iteration 21Q: 3 clusters Score -2608002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2608005.750000 Penalty: 4889.162109
	Iteration 22Q: 3 clusters Score -2608006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2608000.750000 Penalty: 4889.162109
	Iteration 23Q: 3 clusters Score -2608001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2608003.250000 Penalty: 4889.162109
	Iteration 24Q: 3 clusters Score -2608003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2608003.500000 Penalty: 4889.162109
	Iteration 25Q: 3 clusters Score -2608004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2608008.000000 Penalty: 4889.162109
	Iteration 26Q: 3 clusters Score -2608008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2608006.750000 Penalty: 4889.162109
	Iteration 27Q: 3 clusters Score -2608007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2608010.500000 Penalty: 4889.162109
	Iteration 28Q: 3 clusters Score -2608010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2608008.500000 Penalty: 4889.162109
	Iteration 29Q: 3 clusters Score -2608008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2608010.250000 Penalty: 4889.162109
	Iteration 30Q: 3 clusters Score -2608010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2608013.000000 Penalty: 4889.162109
	Iteration 31Q: 3 clusters Score -2608013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2608009.000000 Penalty: 4889.162109
	Iteration 32Q: 3 clusters Score -2608009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2608012.750000 Penalty: 4889.162109
	Iteration 33Q: 3 clusters Score -2608013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2608014.250000 Penalty: 4889.162109
	Iteration 34Q: 3 clusters Score -2608014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2608016.750000 Penalty: 4889.162109
	Iteration 35Q: 3 clusters Score -2608017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2608018.500000 Penalty: 4889.162109
	Iteration 36Q: 3 clusters Score -2608018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2608015.250000 Penalty: 4889.162109
	Iteration 37Q: 3 clusters Score -2608015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2608013.500000 Penalty: 4889.162109
	Iteration 38Q: 3 clusters Score -2608014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2608013.750000 Penalty: 4889.162109
	Iteration 39Q: 3 clusters Score -2608014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2608015.250000 Penalty: 4889.162109
	Iteration 40F: 3 clusters Score -2608015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2608014.750000 Penalty: 4889.162109
	Iteration 41Q: 3 clusters Score -2608015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2608014.750000 Penalty: 4889.162109
	Iteration 42F: 3 clusters Score -2608015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Entering Unmasked Estep 
Score: -1796608.875000 Penalty: 2359.452393
	Iteration 0F: 2 clusters Score -1796609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1786632.375000 Penalty: 4718.904785
	Iteration 0F: 3 clusters Score -1786632 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1790058.250000 Penalty: 4718.904785
	Iteration 1F: 3 clusters Score -1790058 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1790688.000000 Penalty: 4718.904785
	Iteration 2F: 3 clusters Score -1790688 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1791264.875000 Penalty: 4718.904785
	Iteration 3F: 3 clusters Score -1791265 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1791834.125000 Penalty: 4718.904785
	Iteration 4F: 3 clusters Score -1791834 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1792410.750000 Penalty: 4718.904785
	Iteration 5F: 3 clusters Score -1792411 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1792952.500000 Penalty: 4718.904785
	Iteration 6F: 3 clusters Score -1792952 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1793443.625000 Penalty: 4718.904785
	Iteration 7F: 3 clusters Score -1793444 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1793830.125000 Penalty: 4718.904785
	Iteration 8Q: 3 clusters Score -1793830 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1794076.750000 Penalty: 4718.904785
	Iteration 9Q: 3 clusters Score -1794077 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1794226.500000 Penalty: 4718.904785
	Iteration 10Q: 3 clusters Score -1794226 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1794319.000000 Penalty: 4718.904785
	Iteration 11Q: 3 clusters Score -1794319 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1794365.875000 Penalty: 4718.904785
	Iteration 12Q: 3 clusters Score -1794366 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1794410.125000 Penalty: 4718.904785
	Iteration 13Q: 3 clusters Score -1794410 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1794458.500000 Penalty: 4718.904785
	Iteration 14Q: 3 clusters Score -1794458 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1794500.750000 Penalty: 4718.904785
	Iteration 15Q: 3 clusters Score -1794501 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1794539.375000 Penalty: 4718.904785
	Iteration 16Q: 3 clusters Score -1794539 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1794568.750000 Penalty: 4718.904785
	Iteration 17Q: 3 clusters Score -1794569 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1794589.000000 Penalty: 4718.904785
	Iteration 18Q: 3 clusters Score -1794589 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1794609.000000 Penalty: 4718.904785
	Iteration 19Q: 3 clusters Score -1794609 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1794624.000000 Penalty: 4718.904785
	Iteration 20F: 3 clusters Score -1794624 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1794637.000000 Penalty: 4718.904785
	Iteration 21Q: 3 clusters Score -1794637 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1794648.125000 Penalty: 4718.904785
	Iteration 22Q: 3 clusters Score -1794648 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1794656.625000 Penalty: 4718.904785
	Iteration 23Q: 3 clusters Score -1794657 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1794664.750000 Penalty: 4718.904785
	Iteration 24Q: 3 clusters Score -1794665 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1794676.375000 Penalty: 4718.904785
	Iteration 25Q: 3 clusters Score -1794676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1794682.125000 Penalty: 4718.904785
	Iteration 26Q: 3 clusters Score -1794682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1794684.500000 Penalty: 4718.904785
	Iteration 27Q: 3 clusters Score -1794684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1794692.875000 Penalty: 4718.904785
	Iteration 28Q: 3 clusters Score -1794693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1794697.000000 Penalty: 4718.904785
	Iteration 29Q: 3 clusters Score -1794697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1794700.375000 Penalty: 4718.904785
	Iteration 30Q: 3 clusters Score -1794700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1794709.750000 Penalty: 4718.904785
	Iteration 31Q: 3 clusters Score -1794710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1794716.375000 Penalty: 4718.904785
	Iteration 32Q: 3 clusters Score -1794716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1794723.625000 Penalty: 4718.904785
	Iteration 33Q: 3 clusters Score -1794724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1794726.750000 Penalty: 4718.904785
	Iteration 34Q: 3 clusters Score -1794727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1794726.250000 Penalty: 4718.904785
	Iteration 35Q: 3 clusters Score -1794726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1794730.625000 Penalty: 4718.904785
	Iteration 36Q: 3 clusters Score -1794731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1794735.000000 Penalty: 4718.904785
	Iteration 37Q: 3 clusters Score -1794735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1794740.375000 Penalty: 4718.904785
	Iteration 38Q: 3 clusters Score -1794740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1794740.000000 Penalty: 4718.904785
	Iteration 39Q: 3 clusters Score -1794740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1794747.125000 Penalty: 4718.904785
	Iteration 40F: 3 clusters Score -1794747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1794746.500000 Penalty: 4718.904785
	Iteration 41Q: 3 clusters Score -1794746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1794743.625000 Penalty: 4718.904785
	Iteration 42Q: 3 clusters Score -1794744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1794749.250000 Penalty: 4718.904785
	Iteration 43Q: 3 clusters Score -1794749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1794751.500000 Penalty: 4718.904785
	Iteration 44Q: 3 clusters Score -1794752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1794751.250000 Penalty: 4718.904785
	Iteration 45Q: 3 clusters Score -1794751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1794754.500000 Penalty: 4718.904785
	Iteration 46Q: 3 clusters Score -1794754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1794759.750000 Penalty: 4718.904785
	Iteration 47Q: 3 clusters Score -1794760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1794763.750000 Penalty: 4718.904785
	Iteration 48Q: 3 clusters Score -1794764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1794765.875000 Penalty: 4718.904785
	Iteration 49Q: 3 clusters Score -1794766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1794768.375000 Penalty: 4718.904785
	Iteration 50Q: 3 clusters Score -1794768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1794771.125000 Penalty: 4718.904785
	Iteration 51Q: 3 clusters Score -1794771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1794773.000000 Penalty: 4718.904785
	Iteration 52Q: 3 clusters Score -1794773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1794776.500000 Penalty: 4718.904785
	Iteration 53Q: 3 clusters Score -1794776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1794776.375000 Penalty: 4718.904785
	Iteration 54Q: 3 clusters Score -1794776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1794775.500000 Penalty: 4718.904785
	Iteration 55Q: 3 clusters Score -1794776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1794773.125000 Penalty: 4718.904785
	Iteration 56Q: 3 clusters Score -1794773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1794770.875000 Penalty: 4718.904785
	Iteration 57Q: 3 clusters Score -1794771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1794773.375000 Penalty: 4718.904785
	Iteration 58Q: 3 clusters Score -1794773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1794774.250000 Penalty: 4718.904785
	Iteration 59Q: 3 clusters Score -1794774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1794774.250000 Penalty: 4718.904785
	Iteration 60F: 3 clusters Score -1794774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Entering Unmasked Estep 
Score: -112775.382812 Penalty: 1678.586304
	Iteration 0F: 2 clusters Score -112775.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -110957.132812 Penalty: 3357.172607
	Iteration 0F: 3 clusters Score -110957.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -111242.773438 Penalty: 3357.172607
	Iteration 1F: 3 clusters Score -111242.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -111363.671875 Penalty: 3357.172607
	Iteration 2F: 3 clusters Score -111363.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -111483.531250 Penalty: 3357.172607
	Iteration 3F: 3 clusters Score -111483.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -111619.164062 Penalty: 3357.172607
	Iteration 4Q: 3 clusters Score -111619.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -111778.781250 Penalty: 3357.172607
	Iteration 5F: 3 clusters Score -111778.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -111879.148438 Penalty: 3357.172607
	Iteration 6Q: 3 clusters Score -111879.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -111926.343750 Penalty: 3357.172607
	Iteration 7Q: 3 clusters Score -111926.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -111975.476562 Penalty: 3357.172607
	Iteration 8Q: 3 clusters Score -111975.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -112023.789062 Penalty: 3357.172607
	Iteration 9Q: 3 clusters Score -112023.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -112076.914062 Penalty: 3357.172607
	Iteration 10Q: 3 clusters Score -112076.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -112102.757812 Penalty: 3357.172607
	Iteration 11Q: 3 clusters Score -112102.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -112111.953125 Penalty: 3357.172607
	Iteration 12Q: 3 clusters Score -112112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -112115.414062 Penalty: 3357.172607
	Iteration 13Q: 3 clusters Score -112115.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -112116.359375 Penalty: 3357.172607
	Iteration 14Q: 3 clusters Score -112116.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -112118.125000 Penalty: 3357.172607
	Iteration 15Q: 3 clusters Score -112118.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -112122.835938 Penalty: 3357.172607
	Iteration 16Q: 3 clusters Score -112122.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -112123.773438 Penalty: 3357.172607
	Iteration 17Q: 3 clusters Score -112123.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -112124.492188 Penalty: 3357.172607
	Iteration 18Q: 3 clusters Score -112124.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -112124.492188 Penalty: 3357.172607
	Iteration 19F: 3 clusters Score -112124.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Entering Unmasked Estep 
Score: -5201426.000000 Penalty: 2608.664551
	Iteration 0F: 2 clusters Score -5201426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -5176177.000000 Penalty: 5217.329102
	Iteration 0F: 3 clusters Score -5176177 nChanged 17067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -5185695.500000 Penalty: 5217.329102
	Iteration 1F: 3 clusters Score -5185696 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -5186225.000000 Penalty: 5217.329102
	Iteration 2Q: 3 clusters Score -5186225 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -5186710.500000 Penalty: 5217.329102
	Iteration 3Q: 3 clusters Score -5186710 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -5187180.500000 Penalty: 5217.329102
	Iteration 4Q: 3 clusters Score -5187180 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -5187736.500000 Penalty: 5217.329102
	Iteration 5Q: 3 clusters Score -5187736 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -5188435.500000 Penalty: 5217.329102
	Iteration 6Q: 3 clusters Score -5188436 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -5189555.500000 Penalty: 5217.329102
	Iteration 7F: 3 clusters Score -5189556 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -5191204.000000 Penalty: 5217.329102
	Iteration 8F: 3 clusters Score -5191204 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -5193544.000000 Penalty: 5217.329102
	Iteration 9F: 3 clusters Score -5193544 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -5196033.000000 Penalty: 5217.329102
	Iteration 10F: 3 clusters Score -5196033 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -5198142.000000 Penalty: 5217.329102
	Iteration 11F: 3 clusters Score -5198142 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -5199519.500000 Penalty: 5217.329102
	Iteration 12Q: 3 clusters Score -5199520 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -5200132.000000 Penalty: 5217.329102
	Iteration 13Q: 3 clusters Score -5200132 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -5200379.000000 Penalty: 5217.329102
	Iteration 14Q: 3 clusters Score -5200379 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -5200515.000000 Penalty: 5217.329102
	Iteration 15Q: 3 clusters Score -5200515 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -5200593.000000 Penalty: 5217.329102
	Iteration 16Q: 3 clusters Score -5200593 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -5200643.000000 Penalty: 5217.329102
	Iteration 17Q: 3 clusters Score -5200643 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -5200668.500000 Penalty: 5217.329102
	Iteration 18Q: 3 clusters Score -5200668 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -5200674.500000 Penalty: 5217.329102
	Iteration 19Q: 3 clusters Score -5200674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -5200675.500000 Penalty: 5217.329102
	Iteration 20F: 3 clusters Score -5200676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -5200672.500000 Penalty: 5217.329102
	Iteration 21Q: 3 clusters Score -5200672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -5200683.000000 Penalty: 5217.329102
	Iteration 22Q: 3 clusters Score -5200683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -5200688.000000 Penalty: 5217.329102
	Iteration 23Q: 3 clusters Score -5200688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -5200690.000000 Penalty: 5217.329102
	Iteration 24Q: 3 clusters Score -5200690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -5200696.000000 Penalty: 5217.329102
	Iteration 25Q: 3 clusters Score -5200696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -5200700.000000 Penalty: 5217.329102
	Iteration 26Q: 3 clusters Score -5200700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -5200697.000000 Penalty: 5217.329102
	Iteration 27Q: 3 clusters Score -5200697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -5200697.500000 Penalty: 5217.329102
	Iteration 28Q: 3 clusters Score -5200698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -5200697.500000 Penalty: 5217.329102
	Iteration 29Q: 3 clusters Score -5200698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -5200697.500000 Penalty: 5217.329102
	Iteration 30F: 3 clusters Score -5200698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Entering Unmasked Estep 
Score: -1091426.750000 Penalty: 2249.656006
	Iteration 0F: 2 clusters Score -1091427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1084665.625000 Penalty: 4499.312012
	Iteration 0F: 3 clusters Score -1084666 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1086966.125000 Penalty: 4499.312012
	Iteration 1F: 3 clusters Score -1086966 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1087649.375000 Penalty: 4499.312012
	Iteration 2F: 3 clusters Score -1087649 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1088269.750000 Penalty: 4499.312012
	Iteration 3F: 3 clusters Score -1088270 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1088853.875000 Penalty: 4499.312012
	Iteration 4F: 3 clusters Score -1088854 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1089300.500000 Penalty: 4499.312012
	Iteration 5F: 3 clusters Score -1089300 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1089608.125000 Penalty: 4499.312012
	Iteration 6Q: 3 clusters Score -1089608 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1089815.750000 Penalty: 4499.312012
	Iteration 7Q: 3 clusters Score -1089816 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1089963.500000 Penalty: 4499.312012
	Iteration 8Q: 3 clusters Score -1089964 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1090082.875000 Penalty: 4499.312012
	Iteration 9Q: 3 clusters Score -1090083 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1090158.750000 Penalty: 4499.312012
	Iteration 10Q: 3 clusters Score -1090159 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1090204.750000 Penalty: 4499.312012
	Iteration 11Q: 3 clusters Score -1090205 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1090240.500000 Penalty: 4499.312012
	Iteration 12Q: 3 clusters Score -1090240 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1090264.250000 Penalty: 4499.312012
	Iteration 13Q: 3 clusters Score -1090264 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1090279.250000 Penalty: 4499.312012
	Iteration 14Q: 3 clusters Score -1090279 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1090287.750000 Penalty: 4499.312012
	Iteration 15Q: 3 clusters Score -1090288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1090292.500000 Penalty: 4499.312012
	Iteration 16Q: 3 clusters Score -1090292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1090293.375000 Penalty: 4499.312012
	Iteration 17Q: 3 clusters Score -1090293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1090300.250000 Penalty: 4499.312012
	Iteration 18Q: 3 clusters Score -1090300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1090303.625000 Penalty: 4499.312012
	Iteration 19Q: 3 clusters Score -1090304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1090304.000000 Penalty: 4499.312012
	Iteration 20F: 3 clusters Score -1090304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1090303.625000 Penalty: 4499.312012
	Iteration 21Q: 3 clusters Score -1090304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1090304.250000 Penalty: 4499.312012
	Iteration 22Q: 3 clusters Score -1090304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1090305.375000 Penalty: 4499.312012
	Iteration 23Q: 3 clusters Score -1090305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1090303.250000 Penalty: 4499.312012
	Iteration 24Q: 3 clusters Score -1090303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1090303.250000 Penalty: 4499.312012
	Iteration 25F: 3 clusters Score -1090303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Entering Unmasked Estep 
Score: -3634853.250000 Penalty: 2527.003418
	Iteration 0F: 2 clusters Score -3634853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -3616501.250000 Penalty: 5054.006836
	Iteration 0F: 3 clusters Score -3616501 nChanged 11984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -3623349.750000 Penalty: 5054.006836
	Iteration 1F: 3 clusters Score -3623350 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -3624129.500000 Penalty: 5054.006836
	Iteration 2F: 3 clusters Score -3624130 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3625119.750000 Penalty: 5054.006836
	Iteration 3F: 3 clusters Score -3625120 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -3626354.500000 Penalty: 5054.006836
	Iteration 4F: 3 clusters Score -3626354 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -3627902.500000 Penalty: 5054.006836
	Iteration 5F: 3 clusters Score -3627902 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -3629455.250000 Penalty: 5054.006836
	Iteration 6F: 3 clusters Score -3629455 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -3630663.000000 Penalty: 5054.006836
	Iteration 7F: 3 clusters Score -3630663 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -3631533.250000 Penalty: 5054.006836
	Iteration 8F: 3 clusters Score -3631533 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -3631988.000000 Penalty: 5054.006836
	Iteration 9Q: 3 clusters Score -3631988 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -3632256.000000 Penalty: 5054.006836
	Iteration 10Q: 3 clusters Score -3632256 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -3632411.000000 Penalty: 5054.006836
	Iteration 11Q: 3 clusters Score -3632411 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -3632504.750000 Penalty: 5054.006836
	Iteration 12Q: 3 clusters Score -3632505 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -3632569.000000 Penalty: 5054.006836
	Iteration 13Q: 3 clusters Score -3632569 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -3632607.000000 Penalty: 5054.006836
	Iteration 14Q: 3 clusters Score -3632607 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -3632639.500000 Penalty: 5054.006836
	Iteration 15Q: 3 clusters Score -3632640 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -3632655.500000 Penalty: 5054.006836
	Iteration 16Q: 3 clusters Score -3632656 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -3632686.750000 Penalty: 5054.006836
	Iteration 17Q: 3 clusters Score -3632687 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -3632709.500000 Penalty: 5054.006836
	Iteration 18Q: 3 clusters Score -3632710 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -3632736.250000 Penalty: 5054.006836
	Iteration 19Q: 3 clusters Score -3632736 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -3632748.500000 Penalty: 5054.006836
	Iteration 20F: 3 clusters Score -3632748 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -3632763.000000 Penalty: 5054.006836
	Iteration 21Q: 3 clusters Score -3632763 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -3632776.500000 Penalty: 5054.006836
	Iteration 22Q: 3 clusters Score -3632776 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -3632785.000000 Penalty: 5054.006836
	Iteration 23Q: 3 clusters Score -3632785 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -3632803.250000 Penalty: 5054.006836
	Iteration 24Q: 3 clusters Score -3632803 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -3632814.500000 Penalty: 5054.006836
	Iteration 25Q: 3 clusters Score -3632814 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -3632845.000000 Penalty: 5054.006836
	Iteration 26Q: 3 clusters Score -3632845 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -3632870.250000 Penalty: 5054.006836
	Iteration 27Q: 3 clusters Score -3632870 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -3632885.250000 Penalty: 5054.006836
	Iteration 28Q: 3 clusters Score -3632885 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -3632896.250000 Penalty: 5054.006836
	Iteration 29Q: 3 clusters Score -3632896 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -3632949.500000 Penalty: 5054.006836
	Iteration 30Q: 3 clusters Score -3632950 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -3633029.000000 Penalty: 5054.006836
	Iteration 31Q: 3 clusters Score -3633029 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -3633131.000000 Penalty: 5054.006836
	Iteration 32Q: 3 clusters Score -3633131 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -3633237.750000 Penalty: 5054.006836
	Iteration 33Q: 3 clusters Score -3633238 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -3633350.000000 Penalty: 5054.006836
	Iteration 34Q: 3 clusters Score -3633350 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -3633447.500000 Penalty: 5054.006836
	Iteration 35Q: 3 clusters Score -3633448 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3633542.750000 Penalty: 5054.006836
	Iteration 36Q: 3 clusters Score -3633543 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -3633637.250000 Penalty: 5054.006836
	Iteration 37Q: 3 clusters Score -3633637 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -3633733.000000 Penalty: 5054.006836
	Iteration 38Q: 3 clusters Score -3633733 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -3633851.000000 Penalty: 5054.006836
	Iteration 39Q: 3 clusters Score -3633851 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -3633963.250000 Penalty: 5054.006836
	Iteration 40F: 3 clusters Score -3633963 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -3634072.250000 Penalty: 5054.006836
	Iteration 41Q: 3 clusters Score -3634072 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -3634162.000000 Penalty: 5054.006836
	Iteration 42Q: 3 clusters Score -3634162 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -3634239.500000 Penalty: 5054.006836
	Iteration 43Q: 3 clusters Score -3634240 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -3634335.250000 Penalty: 5054.006836
	Iteration 44Q: 3 clusters Score -3634335 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -3634406.250000 Penalty: 5054.006836
	Iteration 45Q: 3 clusters Score -3634406 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -3634452.750000 Penalty: 5054.006836
	Iteration 46Q: 3 clusters Score -3634453 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -3634496.500000 Penalty: 5054.006836
	Iteration 47Q: 3 clusters Score -3634496 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -3634536.000000 Penalty: 5054.006836
	Iteration 48Q: 3 clusters Score -3634536 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -3634587.750000 Penalty: 5054.006836
	Iteration 49Q: 3 clusters Score -3634588 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -3634621.000000 Penalty: 5054.006836
	Iteration 50Q: 3 clusters Score -3634621 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -3634648.500000 Penalty: 5054.006836
	Iteration 51Q: 3 clusters Score -3634648 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -3634668.500000 Penalty: 5054.006836
	Iteration 52Q: 3 clusters Score -3634668 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -3634682.750000 Penalty: 5054.006836
	Iteration 53Q: 3 clusters Score -3634683 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -3634692.250000 Penalty: 5054.006836
	Iteration 54Q: 3 clusters Score -3634692 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -3634697.000000 Penalty: 5054.006836
	Iteration 55Q: 3 clusters Score -3634697 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -3634689.500000 Penalty: 5054.006836
	Iteration 56Q: 3 clusters Score -3634690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -3634700.750000 Penalty: 5054.006836
	Iteration 57Q: 3 clusters Score -3634701 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -3634703.000000 Penalty: 5054.006836
	Iteration 58Q: 3 clusters Score -3634703 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -3634706.000000 Penalty: 5054.006836
	Iteration 59Q: 3 clusters Score -3634706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -3634713.250000 Penalty: 5054.006836
	Iteration 60F: 3 clusters Score -3634713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -3634720.250000 Penalty: 5054.006836
	Iteration 61Q: 3 clusters Score -3634720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -3634722.000000 Penalty: 5054.006836
	Iteration 62Q: 3 clusters Score -3634722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -3634733.250000 Penalty: 5054.006836
	Iteration 63Q: 3 clusters Score -3634733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -3634734.000000 Penalty: 5054.006836
	Iteration 64Q: 3 clusters Score -3634734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -3634739.000000 Penalty: 5054.006836
	Iteration 65Q: 3 clusters Score -3634739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -3634742.500000 Penalty: 5054.006836
	Iteration 66Q: 3 clusters Score -3634742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -3634743.500000 Penalty: 5054.006836
	Iteration 67Q: 3 clusters Score -3634744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -3634744.500000 Penalty: 5054.006836
	Iteration 68Q: 3 clusters Score -3634744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -3634749.000000 Penalty: 5054.006836
	Iteration 69Q: 3 clusters Score -3634749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -3634751.250000 Penalty: 5054.006836
	Iteration 70Q: 3 clusters Score -3634751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -3634751.250000 Penalty: 5054.006836
	Iteration 71Q: 3 clusters Score -3634751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -3634751.250000 Penalty: 5054.006836
	Iteration 72Q: 3 clusters Score -3634751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -3634756.750000 Penalty: 5054.006836
	Iteration 73Q: 3 clusters Score -3634757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -3634760.500000 Penalty: 5054.006836
	Iteration 74Q: 3 clusters Score -3634760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3634760.000000 Penalty: 5054.006836
	Iteration 75Q: 3 clusters Score -3634760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3634755.000000 Penalty: 5054.006836
	Iteration 76Q: 3 clusters Score -3634755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3634754.750000 Penalty: 5054.006836
	Iteration 77Q: 3 clusters Score -3634755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -3634755.750000 Penalty: 5054.006836
	Iteration 78Q: 3 clusters Score -3634756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -3634751.500000 Penalty: 5054.006836
	Iteration 79Q: 3 clusters Score -3634752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -3634754.000000 Penalty: 5054.006836
	Iteration 80F: 3 clusters Score -3634754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -3634755.000000 Penalty: 5054.006836
	Iteration 81Q: 3 clusters Score -3634755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -3634759.750000 Penalty: 5054.006836
	Iteration 82Q: 3 clusters Score -3634760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -3634758.500000 Penalty: 5054.006836
	Iteration 83Q: 3 clusters Score -3634758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -3634764.000000 Penalty: 5054.006836
	Iteration 84Q: 3 clusters Score -3634764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -3634767.750000 Penalty: 5054.006836
	Iteration 85Q: 3 clusters Score -3634768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -3634763.000000 Penalty: 5054.006836
	Iteration 86Q: 3 clusters Score -3634763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -3634773.750000 Penalty: 5054.006836
	Iteration 87Q: 3 clusters Score -3634774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -3634769.750000 Penalty: 5054.006836
	Iteration 88Q: 3 clusters Score -3634770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -3634767.250000 Penalty: 5054.006836
	Iteration 89Q: 3 clusters Score -3634767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -3634769.250000 Penalty: 5054.006836
	Iteration 90Q: 3 clusters Score -3634769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -3634769.750000 Penalty: 5054.006836
	Iteration 91Q: 3 clusters Score -3634770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -3634768.750000 Penalty: 5054.006836
	Iteration 92Q: 3 clusters Score -3634769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -3634772.750000 Penalty: 5054.006836
	Iteration 93Q: 3 clusters Score -3634773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -3634774.500000 Penalty: 5054.006836
	Iteration 94Q: 3 clusters Score -3634774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -3634775.500000 Penalty: 5054.006836
	Iteration 95Q: 3 clusters Score -3634776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -3634775.250000 Penalty: 5054.006836
	Iteration 96Q: 3 clusters Score -3634775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -3634773.500000 Penalty: 5054.006836
	Iteration 97Q: 3 clusters Score -3634774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -3634773.500000 Penalty: 5054.006836
	Iteration 98F: 3 clusters Score -3634774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (140160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140160 members 
Entering Unmasked Estep 
Score: -19530894.000000 Penalty: 2938.934082
	Iteration 0F: 2 clusters Score -1.953089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70199 members 
Mstep: Class 2 contains 69961 members 
Entering Unmasked Estep 
Score: -19440544.000000 Penalty: 5877.868164
	Iteration 0F: 3 clusters Score -1.944054e+07 nChanged 66827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72398 members 
Mstep: Class 2 contains 67762 members 
Entering Unmasked Estep 
Score: -19479522.000000 Penalty: 5877.868164
	Iteration 1F: 3 clusters Score -1.947952e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73631 members 
Mstep: Class 2 contains 66529 members 
Entering Unmasked Estep 
Score: -19480684.000000 Penalty: 5877.868164
	Iteration 2Q: 3 clusters Score -1.948068e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75532 members 
Mstep: Class 2 contains 64628 members 
Entering Unmasked Estep 
Score: -19482172.000000 Penalty: 5877.868164
	Iteration 3Q: 3 clusters Score -1.948217e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78206 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -19484310.000000 Penalty: 5877.868164
	Iteration 4Q: 3 clusters Score -1.948431e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81851 members 
Mstep: Class 2 contains 58309 members 
Entering Unmasked Estep 
Score: -19487108.000000 Penalty: 5877.868164
	Iteration 5Q: 3 clusters Score -1.948711e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86582 members 
Mstep: Class 2 contains 53578 members 
Entering Unmasked Estep 
Score: -19490690.000000 Penalty: 5877.868164
	Iteration 6Q: 3 clusters Score -1.949069e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92474 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -19494940.000000 Penalty: 5877.868164
	Iteration 7F: 3 clusters Score -1.949494e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99368 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -19500222.000000 Penalty: 5877.868164
	Iteration 8F: 3 clusters Score -1.950022e+07 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106750 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -19506100.000000 Penalty: 5877.868164
	Iteration 9F: 3 clusters Score -1.95061e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114077 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -19512160.000000 Penalty: 5877.868164
	Iteration 10F: 3 clusters Score -1.951216e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120490 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -19517462.000000 Penalty: 5877.868164
	Iteration 11Q: 3 clusters Score -1.951746e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125705 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -19521166.000000 Penalty: 5877.868164
	Iteration 12Q: 3 clusters Score -1.952117e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129457 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -19523536.000000 Penalty: 5877.868164
	Iteration 13Q: 3 clusters Score -1.952354e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132133 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -19525114.000000 Penalty: 5877.868164
	Iteration 14Q: 3 clusters Score -1.952511e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134009 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -19526170.000000 Penalty: 5877.868164
	Iteration 15Q: 3 clusters Score -1.952617e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135317 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -19526804.000000 Penalty: 5877.868164
	Iteration 16Q: 3 clusters Score -1.95268e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136240 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -19527126.000000 Penalty: 5877.868164
	Iteration 17Q: 3 clusters Score -1.952713e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136909 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -19527460.000000 Penalty: 5877.868164
	Iteration 18Q: 3 clusters Score -1.952746e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137417 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -19527716.000000 Penalty: 5877.868164
	Iteration 19Q: 3 clusters Score -1.952772e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137761 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -19527818.000000 Penalty: 5877.868164
	Iteration 20F: 3 clusters Score -1.952782e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138023 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -19527914.000000 Penalty: 5877.868164
	Iteration 21Q: 3 clusters Score -1.952791e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138224 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -19527970.000000 Penalty: 5877.868164
	Iteration 22Q: 3 clusters Score -1.952797e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138361 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -19528008.000000 Penalty: 5877.868164
	Iteration 23Q: 3 clusters Score -1.952801e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138463 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -19528074.000000 Penalty: 5877.868164
	Iteration 24Q: 3 clusters Score -1.952807e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138538 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -19528136.000000 Penalty: 5877.868164
	Iteration 25Q: 3 clusters Score -1.952814e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138600 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -19528156.000000 Penalty: 5877.868164
	Iteration 26Q: 3 clusters Score -1.952816e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138672 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -19528210.000000 Penalty: 5877.868164
	Iteration 27Q: 3 clusters Score -1.952821e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138724 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -19528244.000000 Penalty: 5877.868164
	Iteration 28Q: 3 clusters Score -1.952824e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138763 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -19528274.000000 Penalty: 5877.868164
	Iteration 29Q: 3 clusters Score -1.952827e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138817 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -19528302.000000 Penalty: 5877.868164
	Iteration 30Q: 3 clusters Score -1.95283e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138857 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -19528328.000000 Penalty: 5877.868164
	Iteration 31Q: 3 clusters Score -1.952833e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138890 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -19528358.000000 Penalty: 5877.868164
	Iteration 32Q: 3 clusters Score -1.952836e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138921 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -19528348.000000 Penalty: 5877.868164
	Iteration 33Q: 3 clusters Score -1.952835e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138944 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -19528360.000000 Penalty: 5877.868164
	Iteration 34Q: 3 clusters Score -1.952836e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138970 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -19528368.000000 Penalty: 5877.868164
	Iteration 35Q: 3 clusters Score -1.952837e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138990 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -19528390.000000 Penalty: 5877.868164
	Iteration 36Q: 3 clusters Score -1.952839e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139001 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -19528396.000000 Penalty: 5877.868164
	Iteration 37Q: 3 clusters Score -1.95284e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139005 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -19528414.000000 Penalty: 5877.868164
	Iteration 38Q: 3 clusters Score -1.952841e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139011 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -19528418.000000 Penalty: 5877.868164
	Iteration 39Q: 3 clusters Score -1.952842e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139023 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -19528410.000000 Penalty: 5877.868164
	Iteration 40F: 3 clusters Score -1.952841e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139031 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -19528430.000000 Penalty: 5877.868164
	Iteration 41Q: 3 clusters Score -1.952843e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139041 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -19528430.000000 Penalty: 5877.868164
	Iteration 42Q: 3 clusters Score -1.952843e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139049 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -19528444.000000 Penalty: 5877.868164
	Iteration 43Q: 3 clusters Score -1.952844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139053 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -19528448.000000 Penalty: 5877.868164
	Iteration 44Q: 3 clusters Score -1.952845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139058 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -19528450.000000 Penalty: 5877.868164
	Iteration 45Q: 3 clusters Score -1.952845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139061 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -19528448.000000 Penalty: 5877.868164
	Iteration 46Q: 3 clusters Score -1.952845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139067 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -19528442.000000 Penalty: 5877.868164
	Iteration 47Q: 3 clusters Score -1.952844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139073 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -19528440.000000 Penalty: 5877.868164
	Iteration 48Q: 3 clusters Score -1.952844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139075 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -19528442.000000 Penalty: 5877.868164
	Iteration 49Q: 3 clusters Score -1.952844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139079 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -19528430.000000 Penalty: 5877.868164
	Iteration 50Q: 3 clusters Score -1.952843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139079 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -19528430.000000 Penalty: 5877.868164
	Iteration 51F: 3 clusters Score -1.952843e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Entering Unmasked Estep 
Score: -309789.031250 Penalty: 1925.334717
	Iteration 0F: 2 clusters Score -309789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -306941.593750 Penalty: 3850.669434
	Iteration 0F: 3 clusters Score -306941.6 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -307580.125000 Penalty: 3850.669434
	Iteration 1F: 3 clusters Score -307580.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -307780.843750 Penalty: 3850.669434
	Iteration 2F: 3 clusters Score -307780.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -307898.343750 Penalty: 3850.669434
	Iteration 3F: 3 clusters Score -307898.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -307962.343750 Penalty: 3850.669434
	Iteration 4Q: 3 clusters Score -307962.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -308009.312500 Penalty: 3850.669434
	Iteration 5Q: 3 clusters Score -308009.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -308051.812500 Penalty: 3850.669434
	Iteration 6Q: 3 clusters Score -308051.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -308095.343750 Penalty: 3850.669434
	Iteration 7Q: 3 clusters Score -308095.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -308136.500000 Penalty: 3850.669434
	Iteration 8Q: 3 clusters Score -308136.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -308175.281250 Penalty: 3850.669434
	Iteration 9Q: 3 clusters Score -308175.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -308198.593750 Penalty: 3850.669434
	Iteration 10Q: 3 clusters Score -308198.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -308220.812500 Penalty: 3850.669434
	Iteration 11Q: 3 clusters Score -308220.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -308235.718750 Penalty: 3850.669434
	Iteration 12Q: 3 clusters Score -308235.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -308248.500000 Penalty: 3850.669434
	Iteration 13Q: 3 clusters Score -308248.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -308260.406250 Penalty: 3850.669434
	Iteration 14Q: 3 clusters Score -308260.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -308273.750000 Penalty: 3850.669434
	Iteration 15Q: 3 clusters Score -308273.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -308286.343750 Penalty: 3850.669434
	Iteration 16Q: 3 clusters Score -308286.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -308299.937500 Penalty: 3850.669434
	Iteration 17Q: 3 clusters Score -308299.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -308314.812500 Penalty: 3850.669434
	Iteration 18Q: 3 clusters Score -308314.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -308327.593750 Penalty: 3850.669434
	Iteration 19Q: 3 clusters Score -308327.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -308339.562500 Penalty: 3850.669434
	Iteration 20F: 3 clusters Score -308339.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -308355.656250 Penalty: 3850.669434
	Iteration 21Q: 3 clusters Score -308355.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -308371.500000 Penalty: 3850.669434
	Iteration 22Q: 3 clusters Score -308371.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -308383.906250 Penalty: 3850.669434
	Iteration 23Q: 3 clusters Score -308383.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -308391.812500 Penalty: 3850.669434
	Iteration 24Q: 3 clusters Score -308391.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -308398.656250 Penalty: 3850.669434
	Iteration 25Q: 3 clusters Score -308398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -308400.187500 Penalty: 3850.669434
	Iteration 26Q: 3 clusters Score -308400.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -308406.281250 Penalty: 3850.669434
	Iteration 27Q: 3 clusters Score -308406.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -308409.437500 Penalty: 3850.669434
	Iteration 28Q: 3 clusters Score -308409.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -308414.531250 Penalty: 3850.669434
	Iteration 29Q: 3 clusters Score -308414.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -308416.406250 Penalty: 3850.669434
	Iteration 30Q: 3 clusters Score -308416.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -308420.375000 Penalty: 3850.669434
	Iteration 31Q: 3 clusters Score -308420.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -308421.593750 Penalty: 3850.669434
	Iteration 32Q: 3 clusters Score -308421.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -308425.125000 Penalty: 3850.669434
	Iteration 33Q: 3 clusters Score -308425.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -308427.562500 Penalty: 3850.669434
	Iteration 34Q: 3 clusters Score -308427.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -308430.750000 Penalty: 3850.669434
	Iteration 35Q: 3 clusters Score -308430.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -308433.562500 Penalty: 3850.669434
	Iteration 36Q: 3 clusters Score -308433.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -308436.718750 Penalty: 3850.669434
	Iteration 37Q: 3 clusters Score -308436.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -308439.343750 Penalty: 3850.669434
	Iteration 38Q: 3 clusters Score -308439.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -308439.593750 Penalty: 3850.669434
	Iteration 39Q: 3 clusters Score -308439.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -308439.593750 Penalty: 3850.669434
	Iteration 40F: 3 clusters Score -308439.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (49526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Entering Unmasked Estep 
Score: -6818995.500000 Penalty: 2680.942871
	Iteration 0F: 2 clusters Score -6818996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
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Mstep: Class 1 contains 25109 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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	Iteration 13Q: 3 clusters Score -6808981 nChanged 1689
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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 2 contains 13548 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 11537 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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	Iteration 45Q: 3 clusters Score -6815840 nChanged 159
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	Iteration 51Q: 3 clusters Score -6816106 nChanged 144
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	Iteration 52Q: 3 clusters Score -6816168 nChanged 154
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	Iteration 57Q: 3 clusters Score -6816349 nChanged 93
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	Iteration 58Q: 3 clusters Score -6816390 nChanged 80
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	Iteration 59Q: 3 clusters Score -6816406 nChanged 78
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	Iteration 60F: 3 clusters Score -6816425 nChanged 66
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6816444 nChanged 73
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	Iteration 62Q: 3 clusters Score -6816465 nChanged 66
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	Iteration 63Q: 3 clusters Score -6816490 nChanged 58
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6816502 nChanged 55
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	Iteration 65Q: 3 clusters Score -6816520 nChanged 58
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6816556 nChanged 59
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6816578 nChanged 63
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6816611 nChanged 53
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6816632 nChanged 62
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6816650 nChanged 51
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	Iteration 71Q: 3 clusters Score -6816658 nChanged 53
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6816674 nChanged 44
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Mstep: Class 1 contains 47801 members 
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	Iteration 73Q: 3 clusters Score -6816682 nChanged 31
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	Iteration 74Q: 3 clusters Score -6816679 nChanged 34
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	Iteration 75Q: 3 clusters Score -6816702 nChanged 29
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	Iteration 76Q: 3 clusters Score -6816709 nChanged 25
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	Iteration 77Q: 3 clusters Score -6816712 nChanged 28
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6816738 nChanged 32
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Mstep: Class 1 contains 47972 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6816742 nChanged 22
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Mstep: Class 1 contains 47990 members 
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	Iteration 80F: 3 clusters Score -6816741 nChanged 26
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Mstep: Class 1 contains 48008 members 
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	Iteration 81Q: 3 clusters Score -6816745 nChanged 14
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	Iteration 82Q: 3 clusters Score -6816746 nChanged 13
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	Iteration 83Q: 3 clusters Score -6816737 nChanged 12
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	Iteration 84Q: 3 clusters Score -6816738 nChanged 12
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	Iteration 85Q: 3 clusters Score -6816744 nChanged 12
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	Iteration 86Q: 3 clusters Score -6816738 nChanged 14
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	Iteration 87Q: 3 clusters Score -6816753 nChanged 7
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	Iteration 88Q: 3 clusters Score -6816752 nChanged 9
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	Iteration 89Q: 3 clusters Score -6816754 nChanged 4
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	Iteration 90Q: 3 clusters Score -6816758 nChanged 4
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	Iteration 91Q: 3 clusters Score -6816759 nChanged 4
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	Iteration 92Q: 3 clusters Score -6816762 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6816765.000000 Penalty: 5361.885742
	Iteration 93Q: 3 clusters Score -6816765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6816763.500000 Penalty: 5361.885742
	Iteration 94Q: 3 clusters Score -6816764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6816761.500000 Penalty: 5361.885742
	Iteration 95Q: 3 clusters Score -6816762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -6816763.000000 Penalty: 5361.885742
	Iteration 96Q: 3 clusters Score -6816763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48110 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6816761.500000 Penalty: 5361.885742
	Iteration 97Q: 3 clusters Score -6816762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -6816757.500000 Penalty: 5361.885742
	Iteration 98Q: 3 clusters Score -6816758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -6816757.500000 Penalty: 5361.885742
	Iteration 99F: 3 clusters Score -6816758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Entering Unmasked Estep 
Score: -6195646.000000 Penalty: 2652.850342
	Iteration 0F: 2 clusters Score -6195646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -6165767.000000 Penalty: 5305.700684
	Iteration 0F: 3 clusters Score -6165767 nChanged 20275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -6176903.500000 Penalty: 5305.700684
	Iteration 1F: 3 clusters Score -6176904 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -6177448.000000 Penalty: 5305.700684
	Iteration 2Q: 3 clusters Score -6177448 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -6177874.500000 Penalty: 5305.700684
	Iteration 3Q: 3 clusters Score -6177874 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -6178310.000000 Penalty: 5305.700684
	Iteration 4Q: 3 clusters Score -6178310 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -6178677.000000 Penalty: 5305.700684
	Iteration 5Q: 3 clusters Score -6178677 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -6179158.500000 Penalty: 5305.700684
	Iteration 6Q: 3 clusters Score -6179158 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -6179735.500000 Penalty: 5305.700684
	Iteration 7Q: 3 clusters Score -6179736 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -6180503.000000 Penalty: 5305.700684
	Iteration 8Q: 3 clusters Score -6180503 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -6181604.000000 Penalty: 5305.700684
	Iteration 9Q: 3 clusters Score -6181604 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -6183112.000000 Penalty: 5305.700684
	Iteration 10Q: 3 clusters Score -6183112 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -6184848.500000 Penalty: 5305.700684
	Iteration 11F: 3 clusters Score -6184848 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -6186054.500000 Penalty: 5305.700684
	Iteration 12F: 3 clusters Score -6186054 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -6186590.000000 Penalty: 5305.700684
	Iteration 13Q: 3 clusters Score -6186590 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -6186797.500000 Penalty: 5305.700684
	Iteration 14Q: 3 clusters Score -6186798 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -6186903.500000 Penalty: 5305.700684
	Iteration 15Q: 3 clusters Score -6186904 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -6186988.500000 Penalty: 5305.700684
	Iteration 16Q: 3 clusters Score -6186988 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -6187095.000000 Penalty: 5305.700684
	Iteration 17Q: 3 clusters Score -6187095 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -6187194.000000 Penalty: 5305.700684
	Iteration 18Q: 3 clusters Score -6187194 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -6187261.000000 Penalty: 5305.700684
	Iteration 19Q: 3 clusters Score -6187261 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -6187330.000000 Penalty: 5305.700684
	Iteration 20F: 3 clusters Score -6187330 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -6187419.500000 Penalty: 5305.700684
	Iteration 21Q: 3 clusters Score -6187420 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -6187533.000000 Penalty: 5305.700684
	Iteration 22Q: 3 clusters Score -6187533 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -6187617.500000 Penalty: 5305.700684
	Iteration 23Q: 3 clusters Score -6187618 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -6187683.500000 Penalty: 5305.700684
	Iteration 24Q: 3 clusters Score -6187684 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -6187807.000000 Penalty: 5305.700684
	Iteration 25Q: 3 clusters Score -6187807 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -6187906.500000 Penalty: 5305.700684
	Iteration 26Q: 3 clusters Score -6187906 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -6187963.000000 Penalty: 5305.700684
	Iteration 27Q: 3 clusters Score -6187963 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -6188031.500000 Penalty: 5305.700684
	Iteration 28Q: 3 clusters Score -6188032 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -6188094.000000 Penalty: 5305.700684
	Iteration 29Q: 3 clusters Score -6188094 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -6188173.000000 Penalty: 5305.700684
	Iteration 30Q: 3 clusters Score -6188173 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -6188250.500000 Penalty: 5305.700684
	Iteration 31Q: 3 clusters Score -6188250 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -6188342.500000 Penalty: 5305.700684
	Iteration 32Q: 3 clusters Score -6188342 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -6188453.500000 Penalty: 5305.700684
	Iteration 33Q: 3 clusters Score -6188454 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -6188525.500000 Penalty: 5305.700684
	Iteration 34Q: 3 clusters Score -6188526 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -6188608.500000 Penalty: 5305.700684
	Iteration 35Q: 3 clusters Score -6188608 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -6188720.500000 Penalty: 5305.700684
	Iteration 36Q: 3 clusters Score -6188720 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -6188790.500000 Penalty: 5305.700684
	Iteration 37Q: 3 clusters Score -6188790 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -6188814.000000 Penalty: 5305.700684
	Iteration 38Q: 3 clusters Score -6188814 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -6188884.500000 Penalty: 5305.700684
	Iteration 39Q: 3 clusters Score -6188884 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -6188921.000000 Penalty: 5305.700684
	Iteration 40F: 3 clusters Score -6188921 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -6188935.500000 Penalty: 5305.700684
	Iteration 41Q: 3 clusters Score -6188936 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -6188981.000000 Penalty: 5305.700684
	Iteration 42Q: 3 clusters Score -6188981 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -6189028.500000 Penalty: 5305.700684
	Iteration 43Q: 3 clusters Score -6189028 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -6189079.500000 Penalty: 5305.700684
	Iteration 44Q: 3 clusters Score -6189080 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -6189128.500000 Penalty: 5305.700684
	Iteration 45Q: 3 clusters Score -6189128 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -6189177.500000 Penalty: 5305.700684
	Iteration 46Q: 3 clusters Score -6189178 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -6189219.500000 Penalty: 5305.700684
	Iteration 47Q: 3 clusters Score -6189220 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -6189276.500000 Penalty: 5305.700684
	Iteration 48Q: 3 clusters Score -6189276 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -6189323.500000 Penalty: 5305.700684
	Iteration 49Q: 3 clusters Score -6189324 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -6189360.500000 Penalty: 5305.700684
	Iteration 50Q: 3 clusters Score -6189360 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -6189395.500000 Penalty: 5305.700684
	Iteration 51Q: 3 clusters Score -6189396 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -6189410.500000 Penalty: 5305.700684
	Iteration 52Q: 3 clusters Score -6189410 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -6189438.000000 Penalty: 5305.700684
	Iteration 53Q: 3 clusters Score -6189438 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -6189446.000000 Penalty: 5305.700684
	Iteration 54Q: 3 clusters Score -6189446 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -6189487.500000 Penalty: 5305.700684
	Iteration 55Q: 3 clusters Score -6189488 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -6189501.000000 Penalty: 5305.700684
	Iteration 56Q: 3 clusters Score -6189501 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -6189524.500000 Penalty: 5305.700684
	Iteration 57Q: 3 clusters Score -6189524 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -6189549.000000 Penalty: 5305.700684
	Iteration 58Q: 3 clusters Score -6189549 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -6189563.500000 Penalty: 5305.700684
	Iteration 59Q: 3 clusters Score -6189564 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -6189562.000000 Penalty: 5305.700684
	Iteration 60F: 3 clusters Score -6189562 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -6189581.500000 Penalty: 5305.700684
	Iteration 61Q: 3 clusters Score -6189582 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -6189594.500000 Penalty: 5305.700684
	Iteration 62Q: 3 clusters Score -6189594 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -6189599.000000 Penalty: 5305.700684
	Iteration 63Q: 3 clusters Score -6189599 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -6189612.000000 Penalty: 5305.700684
	Iteration 64Q: 3 clusters Score -6189612 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -6189629.500000 Penalty: 5305.700684
	Iteration 65Q: 3 clusters Score -6189630 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -6189654.000000 Penalty: 5305.700684
	Iteration 66Q: 3 clusters Score -6189654 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -6189672.500000 Penalty: 5305.700684
	Iteration 67Q: 3 clusters Score -6189672 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -6189683.500000 Penalty: 5305.700684
	Iteration 68Q: 3 clusters Score -6189684 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -6189713.500000 Penalty: 5305.700684
	Iteration 69Q: 3 clusters Score -6189714 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -6189707.000000 Penalty: 5305.700684
	Iteration 70Q: 3 clusters Score -6189707 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -6189729.000000 Penalty: 5305.700684
	Iteration 71Q: 3 clusters Score -6189729 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -6189723.000000 Penalty: 5305.700684
	Iteration 72Q: 3 clusters Score -6189723 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -6189753.500000 Penalty: 5305.700684
	Iteration 73Q: 3 clusters Score -6189754 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -6189770.500000 Penalty: 5305.700684
	Iteration 74Q: 3 clusters Score -6189770 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -6189789.500000 Penalty: 5305.700684
	Iteration 75Q: 3 clusters Score -6189790 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -6189804.500000 Penalty: 5305.700684
	Iteration 76Q: 3 clusters Score -6189804 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -6189822.000000 Penalty: 5305.700684
	Iteration 77Q: 3 clusters Score -6189822 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -6189838.500000 Penalty: 5305.700684
	Iteration 78Q: 3 clusters Score -6189838 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -6189886.000000 Penalty: 5305.700684
	Iteration 79Q: 3 clusters Score -6189886 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -6189895.500000 Penalty: 5305.700684
	Iteration 80F: 3 clusters Score -6189896 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -6189913.500000 Penalty: 5305.700684
	Iteration 81Q: 3 clusters Score -6189914 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -6189939.500000 Penalty: 5305.700684
	Iteration 82Q: 3 clusters Score -6189940 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -6189993.500000 Penalty: 5305.700684
	Iteration 83Q: 3 clusters Score -6189994 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -6189998.500000 Penalty: 5305.700684
	Iteration 84Q: 3 clusters Score -6189998 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 16083 members 
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Mstep: Class 2 contains 15865 members 
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Mstep: Class 2 contains 15643 members 
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Mstep: Class 2 contains 15428 members 
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Mstep: Class 2 contains 15228 members 
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Mstep: Class 2 contains 15026 members 
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Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -6193059.000000 Penalty: 5305.700684
	Iteration 178Q: 3 clusters Score -6193059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -6193075.000000 Penalty: 5305.700684
	Iteration 179Q: 3 clusters Score -6193075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6193074.500000 Penalty: 5305.700684
	Iteration 180F: 3 clusters Score -6193074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6193082.000000 Penalty: 5305.700684
	Iteration 181Q: 3 clusters Score -6193082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6193085.500000 Penalty: 5305.700684
	Iteration 182Q: 3 clusters Score -6193086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6193088.000000 Penalty: 5305.700684
	Iteration 183Q: 3 clusters Score -6193088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6193089.000000 Penalty: 5305.700684
	Iteration 184Q: 3 clusters Score -6193089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6193095.500000 Penalty: 5305.700684
	Iteration 185Q: 3 clusters Score -6193096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6193091.500000 Penalty: 5305.700684
	Iteration 186Q: 3 clusters Score -6193092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6193102.000000 Penalty: 5305.700684
	Iteration 187Q: 3 clusters Score -6193102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6193094.500000 Penalty: 5305.700684
	Iteration 188Q: 3 clusters Score -6193094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6193094.500000 Penalty: 5305.700684
	Iteration 189Q: 3 clusters Score -6193094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6193099.000000 Penalty: 5305.700684
	Iteration 190Q: 3 clusters Score -6193099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -6193100.500000 Penalty: 5305.700684
	Iteration 191Q: 3 clusters Score -6193100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -6193111.000000 Penalty: 5305.700684
	Iteration 192Q: 3 clusters Score -6193111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -6193107.000000 Penalty: 5305.700684
	Iteration 193Q: 3 clusters Score -6193107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -6193107.000000 Penalty: 5305.700684
	Iteration 194Q: 3 clusters Score -6193107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -6193110.000000 Penalty: 5305.700684
	Iteration 195Q: 3 clusters Score -6193110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6193111.500000 Penalty: 5305.700684
	Iteration 196Q: 3 clusters Score -6193112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6193110.500000 Penalty: 5305.700684
	Iteration 197Q: 3 clusters Score -6193110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -6193109.500000 Penalty: 5305.700684
	Iteration 198Q: 3 clusters Score -6193110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6193109.500000 Penalty: 5305.700684
	Iteration 199Q: 3 clusters Score -6193110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6193109.500000 Penalty: 5305.700684
	Iteration 200F: 3 clusters Score -6193110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Entering Unmasked Estep 
Score: -504208.562500 Penalty: 2040.654175
	Iteration 0F: 2 clusters Score -504208.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -500490.500000 Penalty: 4081.308350
	Iteration 0F: 3 clusters Score -500490.5 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -501344.375000 Penalty: 4081.308350
	Iteration 1F: 3 clusters Score -501344.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -501622.781250 Penalty: 4081.308350
	Iteration 2F: 3 clusters Score -501622.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -501832.718750 Penalty: 4081.308350
	Iteration 3F: 3 clusters Score -501832.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -501998.968750 Penalty: 4081.308350
	Iteration 4F: 3 clusters Score -501999 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -502131.593750 Penalty: 4081.308350
	Iteration 5Q: 3 clusters Score -502131.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -502262.343750 Penalty: 4081.308350
	Iteration 6Q: 3 clusters Score -502262.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -502373.250000 Penalty: 4081.308350
	Iteration 7Q: 3 clusters Score -502373.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -502463.437500 Penalty: 4081.308350
	Iteration 8Q: 3 clusters Score -502463.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -502553.781250 Penalty: 4081.308350
	Iteration 9Q: 3 clusters Score -502553.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -502642.281250 Penalty: 4081.308350
	Iteration 10Q: 3 clusters Score -502642.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -502746.500000 Penalty: 4081.308350
	Iteration 11Q: 3 clusters Score -502746.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -502841.656250 Penalty: 4081.308350
	Iteration 12Q: 3 clusters Score -502841.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -502917.312500 Penalty: 4081.308350
	Iteration 13Q: 3 clusters Score -502917.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -502972.437500 Penalty: 4081.308350
	Iteration 14Q: 3 clusters Score -502972.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -503028.218750 Penalty: 4081.308350
	Iteration 15Q: 3 clusters Score -503028.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -503058.125000 Penalty: 4081.308350
	Iteration 16Q: 3 clusters Score -503058.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -503078.000000 Penalty: 4081.308350
	Iteration 17Q: 3 clusters Score -503078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -503095.125000 Penalty: 4081.308350
	Iteration 18Q: 3 clusters Score -503095.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -503103.281250 Penalty: 4081.308350
	Iteration 19Q: 3 clusters Score -503103.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -503110.968750 Penalty: 4081.308350
	Iteration 20F: 3 clusters Score -503111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -503113.156250 Penalty: 4081.308350
	Iteration 21Q: 3 clusters Score -503113.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -503117.500000 Penalty: 4081.308350
	Iteration 22Q: 3 clusters Score -503117.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -503120.281250 Penalty: 4081.308350
	Iteration 23Q: 3 clusters Score -503120.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -503124.687500 Penalty: 4081.308350
	Iteration 24Q: 3 clusters Score -503124.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -503135.125000 Penalty: 4081.308350
	Iteration 25Q: 3 clusters Score -503135.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -503144.312500 Penalty: 4081.308350
	Iteration 26Q: 3 clusters Score -503144.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -503146.500000 Penalty: 4081.308350
	Iteration 27Q: 3 clusters Score -503146.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -503148.156250 Penalty: 4081.308350
	Iteration 28Q: 3 clusters Score -503148.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -503152.781250 Penalty: 4081.308350
	Iteration 29Q: 3 clusters Score -503152.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -503159.000000 Penalty: 4081.308350
	Iteration 30Q: 3 clusters Score -503159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -503163.468750 Penalty: 4081.308350
	Iteration 31Q: 3 clusters Score -503163.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -503171.125000 Penalty: 4081.308350
	Iteration 32Q: 3 clusters Score -503171.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -503176.343750 Penalty: 4081.308350
	Iteration 33Q: 3 clusters Score -503176.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -503177.781250 Penalty: 4081.308350
	Iteration 34Q: 3 clusters Score -503177.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -503179.093750 Penalty: 4081.308350
	Iteration 35Q: 3 clusters Score -503179.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -503181.406250 Penalty: 4081.308350
	Iteration 36Q: 3 clusters Score -503181.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -503182.531250 Penalty: 4081.308350
	Iteration 37Q: 3 clusters Score -503182.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -503183.968750 Penalty: 4081.308350
	Iteration 38Q: 3 clusters Score -503184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -503185.281250 Penalty: 4081.308350
	Iteration 39Q: 3 clusters Score -503185.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -503186.093750 Penalty: 4081.308350
	Iteration 40F: 3 clusters Score -503186.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -503186.656250 Penalty: 4081.308350
	Iteration 41Q: 3 clusters Score -503186.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -503188.562500 Penalty: 4081.308350
	Iteration 42Q: 3 clusters Score -503188.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -503188.718750 Penalty: 4081.308350
	Iteration 43Q: 3 clusters Score -503188.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -503189.250000 Penalty: 4081.308350
	Iteration 44Q: 3 clusters Score -503189.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -503189.250000 Penalty: 4081.308350
	Iteration 45F: 3 clusters Score -503189.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Entering Unmasked Estep 
Score: -532889.937500 Penalty: 2052.987305
	Iteration 0F: 2 clusters Score -532889.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -529046.562500 Penalty: 4105.974609
	Iteration 0F: 3 clusters Score -529046.6 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -529943.062500 Penalty: 4105.974609
	Iteration 1F: 3 clusters Score -529943.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -530161.437500 Penalty: 4105.974609
	Iteration 2F: 3 clusters Score -530161.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -530286.937500 Penalty: 4105.974609
	Iteration 3F: 3 clusters Score -530286.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -530407.125000 Penalty: 4105.974609
	Iteration 4Q: 3 clusters Score -530407.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -530490.562500 Penalty: 4105.974609
	Iteration 5Q: 3 clusters Score -530490.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -530569.625000 Penalty: 4105.974609
	Iteration 6Q: 3 clusters Score -530569.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -530648.125000 Penalty: 4105.974609
	Iteration 7Q: 3 clusters Score -530648.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -530718.937500 Penalty: 4105.974609
	Iteration 8Q: 3 clusters Score -530718.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -530787.687500 Penalty: 4105.974609
	Iteration 9Q: 3 clusters Score -530787.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -530855.500000 Penalty: 4105.974609
	Iteration 10Q: 3 clusters Score -530855.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -530917.125000 Penalty: 4105.974609
	Iteration 11Q: 3 clusters Score -530917.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -530977.187500 Penalty: 4105.974609
	Iteration 12Q: 3 clusters Score -530977.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -531023.312500 Penalty: 4105.974609
	Iteration 13Q: 3 clusters Score -531023.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -531073.750000 Penalty: 4105.974609
	Iteration 14Q: 3 clusters Score -531073.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -531096.125000 Penalty: 4105.974609
	Iteration 15Q: 3 clusters Score -531096.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -531106.937500 Penalty: 4105.974609
	Iteration 16Q: 3 clusters Score -531106.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -531118.562500 Penalty: 4105.974609
	Iteration 17Q: 3 clusters Score -531118.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -531124.812500 Penalty: 4105.974609
	Iteration 18Q: 3 clusters Score -531124.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -531132.750000 Penalty: 4105.974609
	Iteration 19Q: 3 clusters Score -531132.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -531139.062500 Penalty: 4105.974609
	Iteration 20F: 3 clusters Score -531139.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -531144.250000 Penalty: 4105.974609
	Iteration 21Q: 3 clusters Score -531144.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -531146.500000 Penalty: 4105.974609
	Iteration 22Q: 3 clusters Score -531146.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -531150.750000 Penalty: 4105.974609
	Iteration 23Q: 3 clusters Score -531150.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -531157.812500 Penalty: 4105.974609
	Iteration 24Q: 3 clusters Score -531157.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -531161.750000 Penalty: 4105.974609
	Iteration 25Q: 3 clusters Score -531161.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -531167.687500 Penalty: 4105.974609
	Iteration 26Q: 3 clusters Score -531167.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -531168.750000 Penalty: 4105.974609
	Iteration 27Q: 3 clusters Score -531168.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -531169.687500 Penalty: 4105.974609
	Iteration 28Q: 3 clusters Score -531169.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -531170.187500 Penalty: 4105.974609
	Iteration 29Q: 3 clusters Score -531170.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -531172.437500 Penalty: 4105.974609
	Iteration 30Q: 3 clusters Score -531172.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -531173.312500 Penalty: 4105.974609
	Iteration 31Q: 3 clusters Score -531173.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -531173.625000 Penalty: 4105.974609
	Iteration 32Q: 3 clusters Score -531173.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -531174.500000 Penalty: 4105.974609
	Iteration 33Q: 3 clusters Score -531174.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -531174.625000 Penalty: 4105.974609
	Iteration 34Q: 3 clusters Score -531174.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -531174.750000 Penalty: 4105.974609
	Iteration 35Q: 3 clusters Score -531174.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -531176.312500 Penalty: 4105.974609
	Iteration 36Q: 3 clusters Score -531176.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -531174.687500 Penalty: 4105.974609
	Iteration 37Q: 3 clusters Score -531174.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -531177.000000 Penalty: 4105.974609
	Iteration 38Q: 3 clusters Score -531177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -531177.937500 Penalty: 4105.974609
	Iteration 39Q: 3 clusters Score -531177.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -531178.437500 Penalty: 4105.974609
	Iteration 40F: 3 clusters Score -531178.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Entering Unmasked Estep 
Score: -1012662.437500 Penalty: 2209.724854
	Iteration 0F: 2 clusters Score -1012662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1006621.312500 Penalty: 4419.449707
	Iteration 0F: 3 clusters Score -1006621 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1008304.312500 Penalty: 4419.449707
	Iteration 1F: 3 clusters Score -1008304 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1008657.250000 Penalty: 4419.449707
	Iteration 2F: 3 clusters Score -1008657 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1008948.125000 Penalty: 4419.449707
	Iteration 3F: 3 clusters Score -1008948 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1009237.500000 Penalty: 4419.449707
	Iteration 4F: 3 clusters Score -1009238 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1009525.437500 Penalty: 4419.449707
	Iteration 5F: 3 clusters Score -1009525 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1009805.562500 Penalty: 4419.449707
	Iteration 6Q: 3 clusters Score -1009806 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1010059.875000 Penalty: 4419.449707
	Iteration 7Q: 3 clusters Score -1010060 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1010334.562500 Penalty: 4419.449707
	Iteration 8Q: 3 clusters Score -1010335 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1010581.062500 Penalty: 4419.449707
	Iteration 9Q: 3 clusters Score -1010581 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1010793.687500 Penalty: 4419.449707
	Iteration 10Q: 3 clusters Score -1010794 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1010960.312500 Penalty: 4419.449707
	Iteration 11Q: 3 clusters Score -1010960 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1011082.312500 Penalty: 4419.449707
	Iteration 12Q: 3 clusters Score -1011082 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1011168.562500 Penalty: 4419.449707
	Iteration 13Q: 3 clusters Score -1011169 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1011244.750000 Penalty: 4419.449707
	Iteration 14Q: 3 clusters Score -1011245 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1011317.437500 Penalty: 4419.449707
	Iteration 15Q: 3 clusters Score -1011317 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1011409.000000 Penalty: 4419.449707
	Iteration 16Q: 3 clusters Score -1011409 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1011526.125000 Penalty: 4419.449707
	Iteration 17Q: 3 clusters Score -1011526 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1011672.500000 Penalty: 4419.449707
	Iteration 18Q: 3 clusters Score -1011672 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1011809.937500 Penalty: 4419.449707
	Iteration 19Q: 3 clusters Score -1011810 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1011907.687500 Penalty: 4419.449707
	Iteration 20F: 3 clusters Score -1011908 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1011958.062500 Penalty: 4419.449707
	Iteration 21Q: 3 clusters Score -1011958 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1011977.062500 Penalty: 4419.449707
	Iteration 22Q: 3 clusters Score -1011977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1011984.500000 Penalty: 4419.449707
	Iteration 23Q: 3 clusters Score -1011984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1011986.812500 Penalty: 4419.449707
	Iteration 24Q: 3 clusters Score -1011987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1011987.125000 Penalty: 4419.449707
	Iteration 25Q: 3 clusters Score -1011987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1011991.062500 Penalty: 4419.449707
	Iteration 26Q: 3 clusters Score -1011991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1011991.687500 Penalty: 4419.449707
	Iteration 27Q: 3 clusters Score -1011992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1011991.312500 Penalty: 4419.449707
	Iteration 28Q: 3 clusters Score -1011991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1011991.312500 Penalty: 4419.449707
	Iteration 29F: 3 clusters Score -1011991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Entering Unmasked Estep 
Score: -161385.406250 Penalty: 1765.468994
	Iteration 0F: 2 clusters Score -161385.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -159284.703125 Penalty: 3530.937988
	Iteration 0F: 3 clusters Score -159284.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -159635.765625 Penalty: 3530.937988
	Iteration 1F: 3 clusters Score -159635.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -159790.906250 Penalty: 3530.937988
	Iteration 2F: 3 clusters Score -159790.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -159909.531250 Penalty: 3530.937988
	Iteration 3F: 3 clusters Score -159909.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -160033.359375 Penalty: 3530.937988
	Iteration 4Q: 3 clusters Score -160033.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -160324.281250 Penalty: 3530.937988
	Iteration 5Q: 3 clusters Score -160324.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -160492.156250 Penalty: 3530.937988
	Iteration 6Q: 3 clusters Score -160492.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -160569.500000 Penalty: 3530.937988
	Iteration 7Q: 3 clusters Score -160569.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -160628.406250 Penalty: 3530.937988
	Iteration 8Q: 3 clusters Score -160628.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -160656.546875 Penalty: 3530.937988
	Iteration 9Q: 3 clusters Score -160656.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -160675.562500 Penalty: 3530.937988
	Iteration 10Q: 3 clusters Score -160675.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -160689.437500 Penalty: 3530.937988
	Iteration 11Q: 3 clusters Score -160689.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -160701.734375 Penalty: 3530.937988
	Iteration 12Q: 3 clusters Score -160701.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -160709.250000 Penalty: 3530.937988
	Iteration 13Q: 3 clusters Score -160709.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -160714.093750 Penalty: 3530.937988
	Iteration 14Q: 3 clusters Score -160714.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -160716.515625 Penalty: 3530.937988
	Iteration 15Q: 3 clusters Score -160716.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -160719.687500 Penalty: 3530.937988
	Iteration 16Q: 3 clusters Score -160719.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -160725.171875 Penalty: 3530.937988
	Iteration 17Q: 3 clusters Score -160725.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -160728.859375 Penalty: 3530.937988
	Iteration 18Q: 3 clusters Score -160728.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -160733.062500 Penalty: 3530.937988
	Iteration 19Q: 3 clusters Score -160733.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -160734.796875 Penalty: 3530.937988
	Iteration 20F: 3 clusters Score -160734.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -160735.250000 Penalty: 3530.937988
	Iteration 21Q: 3 clusters Score -160735.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -160736.546875 Penalty: 3530.937988
	Iteration 22Q: 3 clusters Score -160736.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -160738.515625 Penalty: 3530.937988
	Iteration 23Q: 3 clusters Score -160738.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -160741.859375 Penalty: 3530.937988
	Iteration 24Q: 3 clusters Score -160741.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -160746.953125 Penalty: 3530.937988
	Iteration 25Q: 3 clusters Score -160747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -160754.640625 Penalty: 3530.937988
	Iteration 26Q: 3 clusters Score -160754.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -160760.109375 Penalty: 3530.937988
	Iteration 27Q: 3 clusters Score -160760.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -160764.812500 Penalty: 3530.937988
	Iteration 28Q: 3 clusters Score -160764.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -160768.718750 Penalty: 3530.937988
	Iteration 29Q: 3 clusters Score -160768.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -160771.406250 Penalty: 3530.937988
	Iteration 30Q: 3 clusters Score -160771.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -160773.312500 Penalty: 3530.937988
	Iteration 31Q: 3 clusters Score -160773.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -160773.312500 Penalty: 3530.937988
	Iteration 32F: 3 clusters Score -160773.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Entering Unmasked Estep 
Score: -383319.406250 Penalty: 1973.379883
	Iteration 0F: 2 clusters Score -383319.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -380140.937500 Penalty: 3946.759766
	Iteration 0F: 3 clusters Score -380140.9 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -380811.906250 Penalty: 3946.759766
	Iteration 1F: 3 clusters Score -380811.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -380972.656250 Penalty: 3946.759766
	Iteration 2F: 3 clusters Score -380972.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -381076.031250 Penalty: 3946.759766
	Iteration 3Q: 3 clusters Score -381076 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -381132.875000 Penalty: 3946.759766
	Iteration 4Q: 3 clusters Score -381132.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -381163.250000 Penalty: 3946.759766
	Iteration 5Q: 3 clusters Score -381163.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -381185.937500 Penalty: 3946.759766
	Iteration 6Q: 3 clusters Score -381185.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -381207.593750 Penalty: 3946.759766
	Iteration 7Q: 3 clusters Score -381207.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -381227.593750 Penalty: 3946.759766
	Iteration 8Q: 3 clusters Score -381227.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -381242.906250 Penalty: 3946.759766
	Iteration 9Q: 3 clusters Score -381242.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -381254.937500 Penalty: 3946.759766
	Iteration 10Q: 3 clusters Score -381254.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -381263.937500 Penalty: 3946.759766
	Iteration 11Q: 3 clusters Score -381263.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -381270.593750 Penalty: 3946.759766
	Iteration 12Q: 3 clusters Score -381270.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -381272.718750 Penalty: 3946.759766
	Iteration 13Q: 3 clusters Score -381272.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -381273.843750 Penalty: 3946.759766
	Iteration 14Q: 3 clusters Score -381273.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -381275.156250 Penalty: 3946.759766
	Iteration 15Q: 3 clusters Score -381275.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -381276.906250 Penalty: 3946.759766
	Iteration 16Q: 3 clusters Score -381276.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -381279.250000 Penalty: 3946.759766
	Iteration 17Q: 3 clusters Score -381279.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -381282.062500 Penalty: 3946.759766
	Iteration 18Q: 3 clusters Score -381282.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -381286.968750 Penalty: 3946.759766
	Iteration 19Q: 3 clusters Score -381287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -381289.875000 Penalty: 3946.759766
	Iteration 20F: 3 clusters Score -381289.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -381290.843750 Penalty: 3946.759766
	Iteration 21Q: 3 clusters Score -381290.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -381293.718750 Penalty: 3946.759766
	Iteration 22Q: 3 clusters Score -381293.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -381297.656250 Penalty: 3946.759766
	Iteration 23Q: 3 clusters Score -381297.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -381303.031250 Penalty: 3946.759766
	Iteration 24Q: 3 clusters Score -381303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -381308.750000 Penalty: 3946.759766
	Iteration 25Q: 3 clusters Score -381308.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -381316.625000 Penalty: 3946.759766
	Iteration 26Q: 3 clusters Score -381316.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -381324.531250 Penalty: 3946.759766
	Iteration 27Q: 3 clusters Score -381324.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -381333.406250 Penalty: 3946.759766
	Iteration 28Q: 3 clusters Score -381333.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -381341.406250 Penalty: 3946.759766
	Iteration 29Q: 3 clusters Score -381341.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -381345.968750 Penalty: 3946.759766
	Iteration 30Q: 3 clusters Score -381346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -381358.375000 Penalty: 3946.759766
	Iteration 31Q: 3 clusters Score -381358.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -381372.062500 Penalty: 3946.759766
	Iteration 32Q: 3 clusters Score -381372.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -381382.531250 Penalty: 3946.759766
	Iteration 33Q: 3 clusters Score -381382.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -381391.875000 Penalty: 3946.759766
	Iteration 34Q: 3 clusters Score -381391.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -381398.000000 Penalty: 3946.759766
	Iteration 35Q: 3 clusters Score -381398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -381402.562500 Penalty: 3946.759766
	Iteration 36Q: 3 clusters Score -381402.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -381408.750000 Penalty: 3946.759766
	Iteration 37Q: 3 clusters Score -381408.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -381412.687500 Penalty: 3946.759766
	Iteration 38Q: 3 clusters Score -381412.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -381419.125000 Penalty: 3946.759766
	Iteration 39Q: 3 clusters Score -381419.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -381422.500000 Penalty: 3946.759766
	Iteration 40F: 3 clusters Score -381422.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -381424.093750 Penalty: 3946.759766
	Iteration 41Q: 3 clusters Score -381424.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -381425.406250 Penalty: 3946.759766
	Iteration 42Q: 3 clusters Score -381425.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -381424.968750 Penalty: 3946.759766
	Iteration 43Q: 3 clusters Score -381425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -381425.968750 Penalty: 3946.759766
	Iteration 44Q: 3 clusters Score -381426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -381425.968750 Penalty: 3946.759766
	Iteration 45F: 3 clusters Score -381426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -71777.000000 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -71777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70274.070312 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -70274.07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -70486.078125 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -70486.08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -70577.804688 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -70577.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -70620.773438 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -70620.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -70647.281250 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -70647.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -70682.757812 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -70682.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -70723.992188 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -70723.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -70740.773438 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -70740.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -70756.343750 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -70756.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -70761.234375 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -70761.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -70773.492188 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -70773.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -70774.875000 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -70774.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -70775.703125 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -70775.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -70775.703125 Penalty: 3151.767578
	Iteration 13F: 3 clusters Score -70775.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Entering Unmasked Estep 
Score: -477981.031250 Penalty: 2032.647949
	Iteration 0F: 2 clusters Score -477981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -474465.093750 Penalty: 4065.295898
	Iteration 0F: 3 clusters Score -474465.1 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -476132.562500 Penalty: 4065.295898
	Iteration 1F: 3 clusters Score -476132.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -477421.062500 Penalty: 4065.295898
	Iteration 2F: 3 clusters Score -477421.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -478181.781250 Penalty: 4065.295898
	Iteration 3F: 3 clusters Score -478181.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -478769.312500 Penalty: 4065.295898
	Iteration 4F: 3 clusters Score -478769.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -479099.156250 Penalty: 4065.295898
	Iteration 5F: 3 clusters Score -479099.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -479265.093750 Penalty: 4065.295898
	Iteration 6Q: 3 clusters Score -479265.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -479337.562500 Penalty: 4065.295898
	Iteration 7Q: 3 clusters Score -479337.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -479373.750000 Penalty: 4065.295898
	Iteration 8Q: 3 clusters Score -479373.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -479400.812500 Penalty: 4065.295898
	Iteration 9Q: 3 clusters Score -479400.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -479420.312500 Penalty: 4065.295898
	Iteration 10Q: 3 clusters Score -479420.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -479446.156250 Penalty: 4065.295898
	Iteration 11Q: 3 clusters Score -479446.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -479471.968750 Penalty: 4065.295898
	Iteration 12Q: 3 clusters Score -479472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -479500.593750 Penalty: 4065.295898
	Iteration 13Q: 3 clusters Score -479500.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -479508.593750 Penalty: 4065.295898
	Iteration 14Q: 3 clusters Score -479508.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -479518.125000 Penalty: 4065.295898
	Iteration 15Q: 3 clusters Score -479518.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -479527.593750 Penalty: 4065.295898
	Iteration 16Q: 3 clusters Score -479527.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -479536.031250 Penalty: 4065.295898
	Iteration 17Q: 3 clusters Score -479536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -479547.687500 Penalty: 4065.295898
	Iteration 18Q: 3 clusters Score -479547.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -479555.531250 Penalty: 4065.295898
	Iteration 19Q: 3 clusters Score -479555.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -479565.031250 Penalty: 4065.295898
	Iteration 20F: 3 clusters Score -479565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -479571.500000 Penalty: 4065.295898
	Iteration 21Q: 3 clusters Score -479571.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -479579.968750 Penalty: 4065.295898
	Iteration 22Q: 3 clusters Score -479580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -479579.968750 Penalty: 4065.295898
	Iteration 23F: 3 clusters Score -479580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 133259 members 
Mstep: Class 3 contains 45678 members 
Mstep: Class 4 contains 10033 members 
Mstep: Class 5 contains 198718 members 
Mstep: Class 6 contains 131356 members 
Mstep: Class 7 contains 3181 members 
Mstep: Class 8 contains 28891 members 
Mstep: Class 9 contains 2868 members 
Mstep: Class 10 contains 7143 members 
Mstep: Class 11 contains 361 members 
Mstep: Class 12 contains 57617 members 
Mstep: Class 13 contains 19095 members 
Mstep: Class 14 contains 13547 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 37005 members 
Mstep: Class 17 contains 8701 members 
Mstep: Class 18 contains 26623 members 
Mstep: Class 19 contains 140160 members 
Mstep: Class 20 contains 2353 members 
Mstep: Class 21 contains 49526 members 
Mstep: Class 22 contains 44222 members 
Mstep: Class 23 contains 3746 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 7407 members 
Mstep: Class 26 contains 1235 members 
Mstep: Class 27 contains 2856 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 15272 members 
Mstep: Class 31 contains 41946 members 
Mstep: Class 32 contains 5442 members 
Mstep: Class 33 contains 3414 members 
Entering Unmasked Estep 
Score: -142926800.000000 Penalty: 113492.750000
Splitting cluster 29 changes total score from -142926432.000000 to -142926800.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 30 (15272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Entering Unmasked Estep 
Score: -2079796.750000 Penalty: 2389.176514
	Iteration 0F: 2 clusters Score -2079797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2068855.000000 Penalty: 4778.353027
	Iteration 0F: 3 clusters Score -2068855 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2072404.875000 Penalty: 4778.353027
	Iteration 1F: 3 clusters Score -2072405 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2072704.500000 Penalty: 4778.353027
	Iteration 2F: 3 clusters Score -2072704 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2072950.125000 Penalty: 4778.353027
	Iteration 3Q: 3 clusters Score -2072950 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2073158.875000 Penalty: 4778.353027
	Iteration 4Q: 3 clusters Score -2073159 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2073401.500000 Penalty: 4778.353027
	Iteration 5Q: 3 clusters Score -2073402 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2073661.000000 Penalty: 4778.353027
	Iteration 6Q: 3 clusters Score -2073661 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2073912.875000 Penalty: 4778.353027
	Iteration 7Q: 3 clusters Score -2073913 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2074190.625000 Penalty: 4778.353027
	Iteration 8Q: 3 clusters Score -2074191 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2074472.750000 Penalty: 4778.353027
	Iteration 9Q: 3 clusters Score -2074473 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2074753.375000 Penalty: 4778.353027
	Iteration 10Q: 3 clusters Score -2074753 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2075011.500000 Penalty: 4778.353027
	Iteration 11Q: 3 clusters Score -2075012 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2075260.375000 Penalty: 4778.353027
	Iteration 12Q: 3 clusters Score -2075260 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2075472.625000 Penalty: 4778.353027
	Iteration 13Q: 3 clusters Score -2075473 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2075653.125000 Penalty: 4778.353027
	Iteration 14Q: 3 clusters Score -2075653 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2075808.625000 Penalty: 4778.353027
	Iteration 15Q: 3 clusters Score -2075809 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2075943.000000 Penalty: 4778.353027
	Iteration 16Q: 3 clusters Score -2075943 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2076066.625000 Penalty: 4778.353027
	Iteration 17Q: 3 clusters Score -2076067 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2076211.125000 Penalty: 4778.353027
	Iteration 18Q: 3 clusters Score -2076211 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2076338.750000 Penalty: 4778.353027
	Iteration 19Q: 3 clusters Score -2076339 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2076473.000000 Penalty: 4778.353027
	Iteration 20F: 3 clusters Score -2076473 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2076599.250000 Penalty: 4778.353027
	Iteration 21Q: 3 clusters Score -2076599 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2076736.500000 Penalty: 4778.353027
	Iteration 22Q: 3 clusters Score -2076736 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2076862.500000 Penalty: 4778.353027
	Iteration 23Q: 3 clusters Score -2076862 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2076981.625000 Penalty: 4778.353027
	Iteration 24Q: 3 clusters Score -2076982 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2077093.750000 Penalty: 4778.353027
	Iteration 25Q: 3 clusters Score -2077094 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2077183.125000 Penalty: 4778.353027
	Iteration 26Q: 3 clusters Score -2077183 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2077267.750000 Penalty: 4778.353027
	Iteration 27Q: 3 clusters Score -2077268 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2077354.000000 Penalty: 4778.353027
	Iteration 28Q: 3 clusters Score -2077354 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2077417.125000 Penalty: 4778.353027
	Iteration 29Q: 3 clusters Score -2077417 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2077481.000000 Penalty: 4778.353027
	Iteration 30Q: 3 clusters Score -2077481 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2077530.875000 Penalty: 4778.353027
	Iteration 31Q: 3 clusters Score -2077531 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2077574.000000 Penalty: 4778.353027
	Iteration 32Q: 3 clusters Score -2077574 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2077613.500000 Penalty: 4778.353027
	Iteration 33Q: 3 clusters Score -2077614 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2077642.375000 Penalty: 4778.353027
	Iteration 34Q: 3 clusters Score -2077642 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2077673.250000 Penalty: 4778.353027
	Iteration 35Q: 3 clusters Score -2077673 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2077709.000000 Penalty: 4778.353027
	Iteration 36Q: 3 clusters Score -2077709 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2077733.000000 Penalty: 4778.353027
	Iteration 37Q: 3 clusters Score -2077733 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2077745.250000 Penalty: 4778.353027
	Iteration 38Q: 3 clusters Score -2077745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2077754.625000 Penalty: 4778.353027
	Iteration 39Q: 3 clusters Score -2077755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2077764.250000 Penalty: 4778.353027
	Iteration 40F: 3 clusters Score -2077764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2077767.125000 Penalty: 4778.353027
	Iteration 41Q: 3 clusters Score -2077767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2077773.125000 Penalty: 4778.353027
	Iteration 42Q: 3 clusters Score -2077773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2077775.000000 Penalty: 4778.353027
	Iteration 43Q: 3 clusters Score -2077775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2077777.625000 Penalty: 4778.353027
	Iteration 44Q: 3 clusters Score -2077778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2077783.125000 Penalty: 4778.353027
	Iteration 45Q: 3 clusters Score -2077783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2077783.250000 Penalty: 4778.353027
	Iteration 46Q: 3 clusters Score -2077783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2077793.000000 Penalty: 4778.353027
	Iteration 47Q: 3 clusters Score -2077793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2077792.000000 Penalty: 4778.353027
	Iteration 48Q: 3 clusters Score -2077792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2077793.500000 Penalty: 4778.353027
	Iteration 49Q: 3 clusters Score -2077794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2077801.250000 Penalty: 4778.353027
	Iteration 50Q: 3 clusters Score -2077801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2077805.375000 Penalty: 4778.353027
	Iteration 51Q: 3 clusters Score -2077805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2077810.750000 Penalty: 4778.353027
	Iteration 52Q: 3 clusters Score -2077811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2077810.625000 Penalty: 4778.353027
	Iteration 53Q: 3 clusters Score -2077811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2077809.500000 Penalty: 4778.353027
	Iteration 54Q: 3 clusters Score -2077810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2077811.500000 Penalty: 4778.353027
	Iteration 55Q: 3 clusters Score -2077812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2077811.500000 Penalty: 4778.353027
	Iteration 56F: 3 clusters Score -2077812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (41946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Entering Unmasked Estep 
Score: -5675024.500000 Penalty: 2639.746338
	Iteration 0F: 2 clusters Score -5675024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -5646355.000000 Penalty: 5279.492676
	Iteration 0F: 3 clusters Score -5646355 nChanged 19389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -5656932.000000 Penalty: 5279.492676
	Iteration 1F: 3 clusters Score -5656932 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -5657396.000000 Penalty: 5279.492676
	Iteration 2Q: 3 clusters Score -5657396 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -5657827.000000 Penalty: 5279.492676
	Iteration 3Q: 3 clusters Score -5657827 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -5658249.500000 Penalty: 5279.492676
	Iteration 4Q: 3 clusters Score -5658250 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -5658553.000000 Penalty: 5279.492676
	Iteration 5Q: 3 clusters Score -5658553 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -5658901.000000 Penalty: 5279.492676
	Iteration 6Q: 3 clusters Score -5658901 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -5659321.000000 Penalty: 5279.492676
	Iteration 7Q: 3 clusters Score -5659321 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -5659833.000000 Penalty: 5279.492676
	Iteration 8Q: 3 clusters Score -5659833 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -5660508.000000 Penalty: 5279.492676
	Iteration 9Q: 3 clusters Score -5660508 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -5661516.000000 Penalty: 5279.492676
	Iteration 10Q: 3 clusters Score -5661516 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -5662924.500000 Penalty: 5279.492676
	Iteration 11F: 3 clusters Score -5662924 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -5664572.000000 Penalty: 5279.492676
	Iteration 12F: 3 clusters Score -5664572 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -5666096.500000 Penalty: 5279.492676
	Iteration 13F: 3 clusters Score -5666096 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -5667426.000000 Penalty: 5279.492676
	Iteration 14Q: 3 clusters Score -5667426 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -5668633.000000 Penalty: 5279.492676
	Iteration 15Q: 3 clusters Score -5668633 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -5669815.500000 Penalty: 5279.492676
	Iteration 16Q: 3 clusters Score -5669816 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -5671034.000000 Penalty: 5279.492676
	Iteration 17Q: 3 clusters Score -5671034 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -5672008.000000 Penalty: 5279.492676
	Iteration 18Q: 3 clusters Score -5672008 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -5672550.000000 Penalty: 5279.492676
	Iteration 19Q: 3 clusters Score -5672550 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -5672801.500000 Penalty: 5279.492676
	Iteration 20F: 3 clusters Score -5672802 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -5672912.000000 Penalty: 5279.492676
	Iteration 21Q: 3 clusters Score -5672912 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -5672963.500000 Penalty: 5279.492676
	Iteration 22Q: 3 clusters Score -5672964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -5672983.500000 Penalty: 5279.492676
	Iteration 23Q: 3 clusters Score -5672984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -5672994.000000 Penalty: 5279.492676
	Iteration 24Q: 3 clusters Score -5672994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -5673007.500000 Penalty: 5279.492676
	Iteration 25Q: 3 clusters Score -5673008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -5673018.000000 Penalty: 5279.492676
	Iteration 26Q: 3 clusters Score -5673018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -5673026.000000 Penalty: 5279.492676
	Iteration 27Q: 3 clusters Score -5673026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -5673033.000000 Penalty: 5279.492676
	Iteration 28Q: 3 clusters Score -5673033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -5673055.500000 Penalty: 5279.492676
	Iteration 29Q: 3 clusters Score -5673056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -5673064.000000 Penalty: 5279.492676
	Iteration 30Q: 3 clusters Score -5673064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -5673065.000000 Penalty: 5279.492676
	Iteration 31Q: 3 clusters Score -5673065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -5673065.000000 Penalty: 5279.492676
	Iteration 32Q: 3 clusters Score -5673065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -5673069.500000 Penalty: 5279.492676
	Iteration 33Q: 3 clusters Score -5673070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -5673073.000000 Penalty: 5279.492676
	Iteration 34Q: 3 clusters Score -5673073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -5673075.500000 Penalty: 5279.492676
	Iteration 35Q: 3 clusters Score -5673076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -5673074.500000 Penalty: 5279.492676
	Iteration 36Q: 3 clusters Score -5673074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -5673074.500000 Penalty: 5279.492676
	Iteration 37F: 3 clusters Score -5673074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -749371.937500 Penalty: 2133.271729
	Iteration 0F: 2 clusters Score -749371.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -744563.437500 Penalty: 4266.543457
	Iteration 0F: 3 clusters Score -744563.4 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -745706.687500 Penalty: 4266.543457
	Iteration 1F: 3 clusters Score -745706.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -745934.562500 Penalty: 4266.543457
	Iteration 2F: 3 clusters Score -745934.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -746069.437500 Penalty: 4266.543457
	Iteration 3F: 3 clusters Score -746069.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -746156.937500 Penalty: 4266.543457
	Iteration 4Q: 3 clusters Score -746156.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -746212.875000 Penalty: 4266.543457
	Iteration 5Q: 3 clusters Score -746212.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -746265.062500 Penalty: 4266.543457
	Iteration 6Q: 3 clusters Score -746265.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -746297.500000 Penalty: 4266.543457
	Iteration 7Q: 3 clusters Score -746297.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -746324.500000 Penalty: 4266.543457
	Iteration 8Q: 3 clusters Score -746324.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -746342.625000 Penalty: 4266.543457
	Iteration 9Q: 3 clusters Score -746342.6 nChanged 50
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: -746360.250000 Penalty: 4266.543457
	Iteration 10Q: 3 clusters Score -746360.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -746374.625000 Penalty: 4266.543457
	Iteration 11Q: 3 clusters Score -746374.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -746387.875000 Penalty: 4266.543457
	Iteration 12Q: 3 clusters Score -746387.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -746397.750000 Penalty: 4266.543457
	Iteration 13Q: 3 clusters Score -746397.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -746410.437500 Penalty: 4266.543457
	Iteration 14Q: 3 clusters Score -746410.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -746423.375000 Penalty: 4266.543457
	Iteration 15Q: 3 clusters Score -746423.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -746435.000000 Penalty: 4266.543457
	Iteration 16Q: 3 clusters Score -746435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -746444.687500 Penalty: 4266.543457
	Iteration 17Q: 3 clusters Score -746444.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -746452.937500 Penalty: 4266.543457
	Iteration 18Q: 3 clusters Score -746452.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -746463.562500 Penalty: 4266.543457
	Iteration 19Q: 3 clusters Score -746463.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -746477.437500 Penalty: 4266.543457
	Iteration 20F: 3 clusters Score -746477.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -746491.000000 Penalty: 4266.543457
	Iteration 21Q: 3 clusters Score -746491 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -746504.187500 Penalty: 4266.543457
	Iteration 22Q: 3 clusters Score -746504.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -746515.750000 Penalty: 4266.543457
	Iteration 23Q: 3 clusters Score -746515.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -746531.937500 Penalty: 4266.543457
	Iteration 24Q: 3 clusters Score -746531.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -746544.500000 Penalty: 4266.543457
	Iteration 25Q: 3 clusters Score -746544.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -746556.125000 Penalty: 4266.543457
	Iteration 26Q: 3 clusters Score -746556.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -746561.250000 Penalty: 4266.543457
	Iteration 27Q: 3 clusters Score -746561.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -746565.187500 Penalty: 4266.543457
	Iteration 28Q: 3 clusters Score -746565.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -746572.062500 Penalty: 4266.543457
	Iteration 29Q: 3 clusters Score -746572.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -746572.812500 Penalty: 4266.543457
	Iteration 30Q: 3 clusters Score -746572.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -746576.937500 Penalty: 4266.543457
	Iteration 31Q: 3 clusters Score -746576.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -746581.062500 Penalty: 4266.543457
	Iteration 32Q: 3 clusters Score -746581.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -746584.500000 Penalty: 4266.543457
	Iteration 33Q: 3 clusters Score -746584.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -746589.812500 Penalty: 4266.543457
	Iteration 34Q: 3 clusters Score -746589.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -746593.875000 Penalty: 4266.543457
	Iteration 35Q: 3 clusters Score -746593.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -746597.875000 Penalty: 4266.543457
	Iteration 36Q: 3 clusters Score -746597.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -746606.562500 Penalty: 4266.543457
	Iteration 37Q: 3 clusters Score -746606.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -746617.375000 Penalty: 4266.543457
	Iteration 38Q: 3 clusters Score -746617.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -746625.312500 Penalty: 4266.543457
	Iteration 39Q: 3 clusters Score -746625.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -746633.750000 Penalty: 4266.543457
	Iteration 40F: 3 clusters Score -746633.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -746643.500000 Penalty: 4266.543457
	Iteration 41Q: 3 clusters Score -746643.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -746655.250000 Penalty: 4266.543457
	Iteration 42Q: 3 clusters Score -746655.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -746672.875000 Penalty: 4266.543457
	Iteration 43Q: 3 clusters Score -746672.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -746686.062500 Penalty: 4266.543457
	Iteration 44Q: 3 clusters Score -746686.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -746703.375000 Penalty: 4266.543457
	Iteration 45Q: 3 clusters Score -746703.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -746725.937500 Penalty: 4266.543457
	Iteration 46Q: 3 clusters Score -746725.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -746751.437500 Penalty: 4266.543457
	Iteration 47Q: 3 clusters Score -746751.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -746778.250000 Penalty: 4266.543457
	Iteration 48Q: 3 clusters Score -746778.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -746799.125000 Penalty: 4266.543457
	Iteration 49Q: 3 clusters Score -746799.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -746816.812500 Penalty: 4266.543457
	Iteration 50Q: 3 clusters Score -746816.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -746838.500000 Penalty: 4266.543457
	Iteration 51Q: 3 clusters Score -746838.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -746869.312500 Penalty: 4266.543457
	Iteration 52Q: 3 clusters Score -746869.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -746905.562500 Penalty: 4266.543457
	Iteration 53Q: 3 clusters Score -746905.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -746947.937500 Penalty: 4266.543457
	Iteration 54Q: 3 clusters Score -746947.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -746994.062500 Penalty: 4266.543457
	Iteration 55Q: 3 clusters Score -746994.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -747045.500000 Penalty: 4266.543457
	Iteration 56Q: 3 clusters Score -747045.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -747100.500000 Penalty: 4266.543457
	Iteration 57Q: 3 clusters Score -747100.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -747154.500000 Penalty: 4266.543457
	Iteration 58Q: 3 clusters Score -747154.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -747206.625000 Penalty: 4266.543457
	Iteration 59Q: 3 clusters Score -747206.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -747254.875000 Penalty: 4266.543457
	Iteration 60F: 3 clusters Score -747254.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -747289.375000 Penalty: 4266.543457
	Iteration 61Q: 3 clusters Score -747289.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -747317.187500 Penalty: 4266.543457
	Iteration 62Q: 3 clusters Score -747317.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -747339.687500 Penalty: 4266.543457
	Iteration 63Q: 3 clusters Score -747339.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -747362.000000 Penalty: 4266.543457
	Iteration 64Q: 3 clusters Score -747362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -747375.437500 Penalty: 4266.543457
	Iteration 65Q: 3 clusters Score -747375.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -747387.750000 Penalty: 4266.543457
	Iteration 66Q: 3 clusters Score -747387.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -747400.687500 Penalty: 4266.543457
	Iteration 67Q: 3 clusters Score -747400.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -747414.812500 Penalty: 4266.543457
	Iteration 68Q: 3 clusters Score -747414.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -747427.000000 Penalty: 4266.543457
	Iteration 69Q: 3 clusters Score -747427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -747431.437500 Penalty: 4266.543457
	Iteration 70Q: 3 clusters Score -747431.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -747437.937500 Penalty: 4266.543457
	Iteration 71Q: 3 clusters Score -747437.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -747446.250000 Penalty: 4266.543457
	Iteration 72Q: 3 clusters Score -747446.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -747454.687500 Penalty: 4266.543457
	Iteration 73Q: 3 clusters Score -747454.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -747460.375000 Penalty: 4266.543457
	Iteration 74Q: 3 clusters Score -747460.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -747465.375000 Penalty: 4266.543457
	Iteration 75Q: 3 clusters Score -747465.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -747466.562500 Penalty: 4266.543457
	Iteration 76Q: 3 clusters Score -747466.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -747467.750000 Penalty: 4266.543457
	Iteration 77Q: 3 clusters Score -747467.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -747469.187500 Penalty: 4266.543457
	Iteration 78Q: 3 clusters Score -747469.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -747469.125000 Penalty: 4266.543457
	Iteration 79Q: 3 clusters Score -747469.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -747468.500000 Penalty: 4266.543457
	Iteration 80F: 3 clusters Score -747468.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 133259 members 
Mstep: Class 3 contains 45678 members 
Mstep: Class 4 contains 10033 members 
Mstep: Class 5 contains 198718 members 
Mstep: Class 6 contains 131356 members 
Mstep: Class 7 contains 3181 members 
Mstep: Class 8 contains 28891 members 
Mstep: Class 9 contains 2868 members 
Mstep: Class 10 contains 7143 members 
Mstep: Class 11 contains 361 members 
Mstep: Class 12 contains 57617 members 
Mstep: Class 13 contains 19095 members 
Mstep: Class 14 contains 13547 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 37005 members 
Mstep: Class 17 contains 8701 members 
Mstep: Class 18 contains 26623 members 
Mstep: Class 19 contains 140160 members 
Mstep: Class 20 contains 2353 members 
Mstep: Class 21 contains 49526 members 
Mstep: Class 22 contains 44222 members 
Mstep: Class 23 contains 3746 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 7407 members 
Mstep: Class 26 contains 1235 members 
Mstep: Class 27 contains 2856 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 15272 members 
Mstep: Class 31 contains 41946 members 
Mstep: Class 32 contains 5442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142926976.000000 Penalty: 113492.750000
Iteration 79Q: 34 clusters Score -1.42927e+08 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 133009 members 
Mstep: Class 3 contains 45597 members 
Mstep: Class 4 contains 10002 members 
Mstep: Class 5 contains 198489 members 
Mstep: Class 6 contains 131372 members 
Mstep: Class 7 contains 3180 members 
Mstep: Class 8 contains 28955 members 
Mstep: Class 9 contains 2872 members 
Mstep: Class 10 contains 7137 members 
Mstep: Class 11 contains 361 members 
Mstep: Class 12 contains 57625 members 
Mstep: Class 13 contains 19073 members 
Mstep: Class 14 contains 13531 members 
Mstep: Class 15 contains 871 members 
Mstep: Class 16 contains 36933 members 
Mstep: Class 17 contains 8726 members 
Mstep: Class 18 contains 26620 members 
Mstep: Class 19 contains 140043 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 49338 members 
Mstep: Class 22 contains 45127 members 
Mstep: Class 23 contains 3795 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 7412 members 
Mstep: Class 26 contains 1236 members 
Mstep: Class 27 contains 2851 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15278 members 
Mstep: Class 31 contains 41961 members 
Mstep: Class 32 contains 5441 members 
Mstep: Class 33 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 34 clusters Score -1.429279e+08 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 132598 members 
Mstep: Class 3 contains 45472 members 
Mstep: Class 4 contains 9980 members 
Mstep: Class 5 contains 198252 members 
Mstep: Class 6 contains 131126 members 
Mstep: Class 7 contains 3181 members 
Mstep: Class 8 contains 29000 members 
Mstep: Class 9 contains 2872 members 
Mstep: Class 10 contains 7135 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57586 members 
Mstep: Class 13 contains 19027 members 
Mstep: Class 14 contains 13426 members 
Mstep: Class 15 contains 871 members 
Mstep: Class 16 contains 36835 members 
Mstep: Class 17 contains 8733 members 
Mstep: Class 18 contains 26620 members 
Mstep: Class 19 contains 139786 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 21 contains 49112 members 
Mstep: Class 22 contains 46056 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 3940 members 
Mstep: Class 25 contains 7416 members 
Mstep: Class 26 contains 1237 members 
Mstep: Class 27 contains 2840 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 15283 members 
Mstep: Class 31 contains 41971 members 
Mstep: Class 32 contains 5446 members 
Mstep: Class 33 contains 4095 members 
Entering Unmasked Estep 
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Iteration 81Q: 34 clusters Score -1.429285e+08 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 132239 members 
Mstep: Class 3 contains 45361 members 
Mstep: Class 4 contains 9949 members 
Mstep: Class 5 contains 197995 members 
Mstep: Class 6 contains 130917 members 
Mstep: Class 7 contains 3182 members 
Mstep: Class 8 contains 29036 members 
Mstep: Class 9 contains 2872 members 
Mstep: Class 10 contains 7131 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57541 members 
Mstep: Class 13 contains 18987 members 
Mstep: Class 14 contains 13346 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 36757 members 
Mstep: Class 17 contains 8756 members 
Mstep: Class 18 contains 26620 members 
Mstep: Class 19 contains 139593 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 21 contains 48886 members 
Mstep: Class 22 contains 47042 members 
Mstep: Class 23 contains 3916 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 1237 members 
Mstep: Class 27 contains 2839 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 208 members 
Mstep: Class 30 contains 15286 members 
Mstep: Class 31 contains 41989 members 
Mstep: Class 32 contains 5446 members 
Mstep: Class 33 contains 4580 members 
Entering Unmasked Estep 
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Iteration 82Q: 34 clusters Score -1.42929e+08 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 131902 members 
Mstep: Class 3 contains 45264 members 
Mstep: Class 4 contains 9911 members 
Mstep: Class 5 contains 197731 members 
Mstep: Class 6 contains 130722 members 
Mstep: Class 7 contains 3188 members 
Mstep: Class 8 contains 29130 members 
Mstep: Class 9 contains 2872 members 
Mstep: Class 10 contains 7124 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57515 members 
Mstep: Class 13 contains 18949 members 
Mstep: Class 14 contains 13271 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 36690 members 
Mstep: Class 17 contains 8772 members 
Mstep: Class 18 contains 26634 members 
Mstep: Class 19 contains 139466 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 21 contains 48622 members 
Mstep: Class 22 contains 48038 members 
Mstep: Class 23 contains 3976 members 
Mstep: Class 24 contains 3940 members 
Mstep: Class 25 contains 7420 members 
Mstep: Class 26 contains 1237 members 
Mstep: Class 27 contains 2841 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 208 members 
Mstep: Class 30 contains 15284 members 
Mstep: Class 31 contains 42006 members 
Mstep: Class 32 contains 5445 members 
Mstep: Class 33 contains 4914 members 
Entering Unmasked Estep 
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Iteration 83Q: 34 clusters Score -1.429295e+08 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 131546 members 
Mstep: Class 3 contains 45192 members 
Mstep: Class 4 contains 9869 members 
Mstep: Class 5 contains 197477 members 
Mstep: Class 6 contains 130547 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 29209 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 7118 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57481 members 
Mstep: Class 13 contains 18921 members 
Mstep: Class 14 contains 13219 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 36635 members 
Mstep: Class 17 contains 8774 members 
Mstep: Class 18 contains 26644 members 
Mstep: Class 19 contains 139380 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 21 contains 48364 members 
Mstep: Class 22 contains 49028 members 
Mstep: Class 23 contains 4031 members 
Mstep: Class 24 contains 3940 members 
Mstep: Class 25 contains 7429 members 
Mstep: Class 26 contains 1237 members 
Mstep: Class 27 contains 2838 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15291 members 
Mstep: Class 31 contains 42026 members 
Mstep: Class 32 contains 5445 members 
Mstep: Class 33 contains 5154 members 
Entering Unmasked Estep 
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Iteration 84Q: 34 clusters Score -1.4293e+08 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 131229 members 
Mstep: Class 3 contains 45151 members 
Mstep: Class 4 contains 9822 members 
Mstep: Class 5 contains 197215 members 
Mstep: Class 6 contains 130347 members 
Mstep: Class 7 contains 3192 members 
Mstep: Class 8 contains 29274 members 
Mstep: Class 9 contains 2879 members 
Mstep: Class 10 contains 7109 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57454 members 
Mstep: Class 13 contains 18889 members 
Mstep: Class 14 contains 13187 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 36581 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 26661 members 
Mstep: Class 19 contains 139358 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 48093 members 
Mstep: Class 22 contains 50033 members 
Mstep: Class 23 contains 4075 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 7428 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2837 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15295 members 
Mstep: Class 31 contains 42045 members 
Mstep: Class 32 contains 5446 members 
Mstep: Class 33 contains 5308 members 
Entering Unmasked Estep 
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Iteration 85Q: 34 clusters Score -1.429305e+08 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 130945 members 
Mstep: Class 3 contains 45108 members 
Mstep: Class 4 contains 9780 members 
Mstep: Class 5 contains 196925 members 
Mstep: Class 6 contains 130185 members 
Mstep: Class 7 contains 3196 members 
Mstep: Class 8 contains 29334 members 
Mstep: Class 9 contains 2879 members 
Mstep: Class 10 contains 7101 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57448 members 
Mstep: Class 13 contains 18846 members 
Mstep: Class 14 contains 13156 members 
Mstep: Class 15 contains 874 members 
Mstep: Class 16 contains 36519 members 
Mstep: Class 17 contains 8781 members 
Mstep: Class 18 contains 26680 members 
Mstep: Class 19 contains 139334 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 47804 members 
Mstep: Class 22 contains 51008 members 
Mstep: Class 23 contains 4128 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 7440 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2842 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 208 members 
Mstep: Class 30 contains 15293 members 
Mstep: Class 31 contains 42065 members 
Mstep: Class 32 contains 5446 members 
Mstep: Class 33 contains 5439 members 
Entering Unmasked Estep 
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Iteration 86Q: 34 clusters Score -1.42931e+08 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 130680 members 
Mstep: Class 3 contains 45061 members 
Mstep: Class 4 contains 9750 members 
Mstep: Class 5 contains 196649 members 
Mstep: Class 6 contains 130038 members 
Mstep: Class 7 contains 3200 members 
Mstep: Class 8 contains 29354 members 
Mstep: Class 9 contains 2879 members 
Mstep: Class 10 contains 7085 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57448 members 
Mstep: Class 13 contains 18788 members 
Mstep: Class 14 contains 13126 members 
Mstep: Class 15 contains 875 members 
Mstep: Class 16 contains 36463 members 
Mstep: Class 17 contains 8807 members 
Mstep: Class 18 contains 26702 members 
Mstep: Class 19 contains 139305 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 47519 members 
Mstep: Class 22 contains 51989 members 
Mstep: Class 23 contains 4194 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 7449 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2845 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15293 members 
Mstep: Class 31 contains 42078 members 
Mstep: Class 32 contains 5450 members 
Mstep: Class 33 contains 5524 members 
Entering Unmasked Estep 
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Iteration 87Q: 34 clusters Score -1.429317e+08 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 130450 members 
Mstep: Class 3 contains 44986 members 
Mstep: Class 4 contains 9728 members 
Mstep: Class 5 contains 196302 members 
Mstep: Class 6 contains 129912 members 
Mstep: Class 7 contains 3201 members 
Mstep: Class 8 contains 29379 members 
Mstep: Class 9 contains 2878 members 
Mstep: Class 10 contains 7065 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57422 members 
Mstep: Class 13 contains 18739 members 
Mstep: Class 14 contains 13098 members 
Mstep: Class 15 contains 876 members 
Mstep: Class 16 contains 36407 members 
Mstep: Class 17 contains 8807 members 
Mstep: Class 18 contains 26735 members 
Mstep: Class 19 contains 139311 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 47233 members 
Mstep: Class 22 contains 53010 members 
Mstep: Class 23 contains 4263 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 7457 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2850 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 208 members 
Mstep: Class 30 contains 15291 members 
Mstep: Class 31 contains 42097 members 
Mstep: Class 32 contains 5450 members 
Mstep: Class 33 contains 5604 members 
Entering Unmasked Estep 
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Iteration 88Q: 34 clusters Score -1.429322e+08 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 130217 members 
Mstep: Class 3 contains 44919 members 
Mstep: Class 4 contains 9713 members 
Mstep: Class 5 contains 196020 members 
Mstep: Class 6 contains 129809 members 
Mstep: Class 7 contains 3202 members 
Mstep: Class 8 contains 29395 members 
Mstep: Class 9 contains 2879 members 
Mstep: Class 10 contains 7054 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57422 members 
Mstep: Class 13 contains 18697 members 
Mstep: Class 14 contains 13063 members 
Mstep: Class 15 contains 876 members 
Mstep: Class 16 contains 36349 members 
Mstep: Class 17 contains 8813 members 
Mstep: Class 18 contains 26771 members 
Mstep: Class 19 contains 139289 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 46930 members 
Mstep: Class 22 contains 53975 members 
Mstep: Class 23 contains 4331 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 7462 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2851 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15289 members 
Mstep: Class 31 contains 42105 members 
Mstep: Class 32 contains 5453 members 
Mstep: Class 33 contains 5663 members 
Entering Unmasked Estep 
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Iteration 89Q: 34 clusters Score -1.429325e+08 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 130002 members 
Mstep: Class 3 contains 44875 members 
Mstep: Class 4 contains 9698 members 
Mstep: Class 5 contains 195735 members 
Mstep: Class 6 contains 129699 members 
Mstep: Class 7 contains 3203 members 
Mstep: Class 8 contains 29380 members 
Mstep: Class 9 contains 2882 members 
Mstep: Class 10 contains 7044 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57436 members 
Mstep: Class 13 contains 18651 members 
Mstep: Class 14 contains 13040 members 
Mstep: Class 15 contains 876 members 
Mstep: Class 16 contains 36293 members 
Mstep: Class 17 contains 8829 members 
Mstep: Class 18 contains 26798 members 
Mstep: Class 19 contains 139268 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 46635 members 
Mstep: Class 22 contains 54909 members 
Mstep: Class 23 contains 4397 members 
Mstep: Class 24 contains 3943 members 
Mstep: Class 25 contains 7460 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2855 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15289 members 
Mstep: Class 31 contains 42113 members 
Mstep: Class 32 contains 5462 members 
Mstep: Class 33 contains 5710 members 
Entering Unmasked Estep 
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Iteration 90Q: 34 clusters Score -1.429326e+08 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 129772 members 
Mstep: Class 3 contains 44849 members 
Mstep: Class 4 contains 9675 members 
Mstep: Class 5 contains 195486 members 
Mstep: Class 6 contains 129601 members 
Mstep: Class 7 contains 3202 members 
Mstep: Class 8 contains 29388 members 
Mstep: Class 9 contains 2884 members 
Mstep: Class 10 contains 7036 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57434 members 
Mstep: Class 13 contains 18601 members 
Mstep: Class 14 contains 12998 members 
Mstep: Class 15 contains 876 members 
Mstep: Class 16 contains 36249 members 
Mstep: Class 17 contains 8856 members 
Mstep: Class 18 contains 26831 members 
Mstep: Class 19 contains 139226 members 
Mstep: Class 20 contains 2369 members 
Mstep: Class 21 contains 46356 members 
Mstep: Class 22 contains 55786 members 
Mstep: Class 23 contains 4463 members 
Mstep: Class 24 contains 3943 members 
Mstep: Class 25 contains 7469 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2854 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15291 members 
Mstep: Class 31 contains 42122 members 
Mstep: Class 32 contains 5469 members 
Mstep: Class 33 contains 5758 members 
Entering Unmasked Estep 
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Iteration 91Q: 34 clusters Score -1.429328e+08 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 129632 members 
Mstep: Class 3 contains 44838 members 
Mstep: Class 4 contains 9649 members 
Mstep: Class 5 contains 195188 members 
Mstep: Class 6 contains 129501 members 
Mstep: Class 7 contains 3201 members 
Mstep: Class 8 contains 29343 members 
Mstep: Class 9 contains 2884 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57439 members 
Mstep: Class 13 contains 18544 members 
Mstep: Class 14 contains 12969 members 
Mstep: Class 15 contains 876 members 
Mstep: Class 16 contains 36213 members 
Mstep: Class 17 contains 8879 members 
Mstep: Class 18 contains 26872 members 
Mstep: Class 19 contains 139176 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 46102 members 
Mstep: Class 22 contains 56624 members 
Mstep: Class 23 contains 4544 members 
Mstep: Class 24 contains 3943 members 
Mstep: Class 25 contains 7473 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2857 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15287 members 
Mstep: Class 31 contains 42135 members 
Mstep: Class 32 contains 5481 members 
Mstep: Class 33 contains 5794 members 
Entering Unmasked Estep 
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Iteration 92Q: 34 clusters Score -1.429331e+08 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 129534 members 
Mstep: Class 3 contains 44839 members 
Mstep: Class 4 contains 9623 members 
Mstep: Class 5 contains 194902 members 
Mstep: Class 6 contains 129400 members 
Mstep: Class 7 contains 3202 members 
Mstep: Class 8 contains 29307 members 
Mstep: Class 9 contains 2884 members 
Mstep: Class 10 contains 7026 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57418 members 
Mstep: Class 13 contains 18478 members 
Mstep: Class 14 contains 12928 members 
Mstep: Class 15 contains 877 members 
Mstep: Class 16 contains 36179 members 
Mstep: Class 17 contains 8892 members 
Mstep: Class 18 contains 26910 members 
Mstep: Class 19 contains 139093 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 45888 members 
Mstep: Class 22 contains 57454 members 
Mstep: Class 23 contains 4627 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7472 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2854 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15287 members 
Mstep: Class 31 contains 42143 members 
Mstep: Class 32 contains 5490 members 
Mstep: Class 33 contains 5824 members 
Entering Unmasked Estep 
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Iteration 93Q: 34 clusters Score -1.429332e+08 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 129448 members 
Mstep: Class 3 contains 44827 members 
Mstep: Class 4 contains 9596 members 
Mstep: Class 5 contains 194696 members 
Mstep: Class 6 contains 129342 members 
Mstep: Class 7 contains 3201 members 
Mstep: Class 8 contains 29274 members 
Mstep: Class 9 contains 2886 members 
Mstep: Class 10 contains 7016 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57381 members 
Mstep: Class 13 contains 18425 members 
Mstep: Class 14 contains 12885 members 
Mstep: Class 15 contains 878 members 
Mstep: Class 16 contains 36138 members 
Mstep: Class 17 contains 8915 members 
Mstep: Class 18 contains 26927 members 
Mstep: Class 19 contains 138982 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 45677 members 
Mstep: Class 22 contains 58238 members 
Mstep: Class 23 contains 4693 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7477 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2853 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15288 members 
Mstep: Class 31 contains 42142 members 
Mstep: Class 32 contains 5494 members 
Mstep: Class 33 contains 5849 members 
Entering Unmasked Estep 
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Iteration 94Q: 34 clusters Score -1.429335e+08 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 129366 members 
Mstep: Class 3 contains 44828 members 
Mstep: Class 4 contains 9578 members 
Mstep: Class 5 contains 194465 members 
Mstep: Class 6 contains 129288 members 
Mstep: Class 7 contains 3204 members 
Mstep: Class 8 contains 29233 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 7004 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57349 members 
Mstep: Class 13 contains 18366 members 
Mstep: Class 14 contains 12847 members 
Mstep: Class 15 contains 878 members 
Mstep: Class 16 contains 36099 members 
Mstep: Class 17 contains 8937 members 
Mstep: Class 18 contains 26949 members 
Mstep: Class 19 contains 138880 members 
Mstep: Class 20 contains 2375 members 
Mstep: Class 21 contains 45481 members 
Mstep: Class 22 contains 59001 members 
Mstep: Class 23 contains 4765 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7483 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2853 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15290 members 
Mstep: Class 31 contains 42134 members 
Mstep: Class 32 contains 5498 members 
Mstep: Class 33 contains 5865 members 
Entering Unmasked Estep 
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Iteration 95Q: 34 clusters Score -1.429338e+08 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 129341 members 
Mstep: Class 3 contains 44839 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 194230 members 
Mstep: Class 6 contains 129192 members 
Mstep: Class 7 contains 3204 members 
Mstep: Class 8 contains 29199 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 6995 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57305 members 
Mstep: Class 13 contains 18309 members 
Mstep: Class 14 contains 12821 members 
Mstep: Class 15 contains 878 members 
Mstep: Class 16 contains 36057 members 
Mstep: Class 17 contains 8948 members 
Mstep: Class 18 contains 26963 members 
Mstep: Class 19 contains 138764 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 45321 members 
Mstep: Class 22 contains 59728 members 
Mstep: Class 23 contains 4835 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7491 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2852 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15292 members 
Mstep: Class 31 contains 42130 members 
Mstep: Class 32 contains 5503 members 
Mstep: Class 33 contains 5883 members 
Entering Unmasked Estep 
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Iteration 96Q: 34 clusters Score -1.429336e+08 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 129321 members 
Mstep: Class 3 contains 44853 members 
Mstep: Class 4 contains 9538 members 
Mstep: Class 5 contains 193966 members 
Mstep: Class 6 contains 129115 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 29174 members 
Mstep: Class 9 contains 2891 members 
Mstep: Class 10 contains 6985 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57275 members 
Mstep: Class 13 contains 18260 members 
Mstep: Class 14 contains 12796 members 
Mstep: Class 15 contains 878 members 
Mstep: Class 16 contains 36033 members 
Mstep: Class 17 contains 8961 members 
Mstep: Class 18 contains 26977 members 
Mstep: Class 19 contains 138655 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 45165 members 
Mstep: Class 22 contains 60421 members 
Mstep: Class 23 contains 4885 members 
Mstep: Class 24 contains 3943 members 
Mstep: Class 25 contains 7496 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2852 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15293 members 
Mstep: Class 31 contains 42124 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 5894 members 
Entering Unmasked Estep 
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Iteration 97Q: 34 clusters Score -1.429338e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 129234 members 
Mstep: Class 3 contains 44875 members 
Mstep: Class 4 contains 9524 members 
Mstep: Class 5 contains 193756 members 
Mstep: Class 6 contains 129036 members 
Mstep: Class 7 contains 3206 members 
Mstep: Class 8 contains 29148 members 
Mstep: Class 9 contains 2893 members 
Mstep: Class 10 contains 6980 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 57239 members 
Mstep: Class 13 contains 18201 members 
Mstep: Class 14 contains 12795 members 
Mstep: Class 15 contains 878 members 
Mstep: Class 16 contains 36012 members 
Mstep: Class 17 contains 8974 members 
Mstep: Class 18 contains 26988 members 
Mstep: Class 19 contains 138564 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 45004 members 
Mstep: Class 22 contains 61110 members 
Mstep: Class 23 contains 4933 members 
Mstep: Class 24 contains 3943 members 
Mstep: Class 25 contains 7497 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2855 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15295 members 
Mstep: Class 31 contains 42105 members 
Mstep: Class 32 contains 5517 members 
Mstep: Class 33 contains 5903 members 
Entering Unmasked Estep 
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Iteration 98Q: 34 clusters Score -1.429342e+08 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 129191 members 
Mstep: Class 3 contains 44902 members 
Mstep: Class 4 contains 9513 members 
Mstep: Class 5 contains 193514 members 
Mstep: Class 6 contains 128971 members 
Mstep: Class 7 contains 3204 members 
Mstep: Class 8 contains 29098 members 
Mstep: Class 9 contains 2894 members 
Mstep: Class 10 contains 6971 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 57199 members 
Mstep: Class 13 contains 18159 members 
Mstep: Class 14 contains 12788 members 
Mstep: Class 15 contains 878 members 
Mstep: Class 16 contains 35989 members 
Mstep: Class 17 contains 8987 members 
Mstep: Class 18 contains 27001 members 
Mstep: Class 19 contains 138484 members 
Mstep: Class 20 contains 2379 members 
Mstep: Class 21 contains 44854 members 
Mstep: Class 22 contains 61764 members 
Mstep: Class 23 contains 4976 members 
Mstep: Class 24 contains 3945 members 
Mstep: Class 25 contains 7501 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2853 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15295 members 
Mstep: Class 31 contains 42100 members 
Mstep: Class 32 contains 5523 members 
Mstep: Class 33 contains 5912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934176.000000 Penalty: 113492.750000
Iteration 99Q: 34 clusters Score -1.429342e+08 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 129187 members 
Mstep: Class 3 contains 44911 members 
Mstep: Class 4 contains 9496 members 
Mstep: Class 5 contains 193259 members 
Mstep: Class 6 contains 128898 members 
Mstep: Class 7 contains 3204 members 
Mstep: Class 8 contains 29058 members 
Mstep: Class 9 contains 2894 members 
Mstep: Class 10 contains 6969 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 57156 members 
Mstep: Class 13 contains 18120 members 
Mstep: Class 14 contains 12774 members 
Mstep: Class 15 contains 879 members 
Mstep: Class 16 contains 35968 members 
Mstep: Class 17 contains 8991 members 
Mstep: Class 18 contains 27007 members 
Mstep: Class 19 contains 138421 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 44725 members 
Mstep: Class 22 contains 62378 members 
Mstep: Class 23 contains 5010 members 
Mstep: Class 24 contains 3945 members 
Mstep: Class 25 contains 7504 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2858 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15297 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5532 members 
Mstep: Class 33 contains 5925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934064.000000 Penalty: 113492.750000
Iteration 100F: 34 clusters Score -1.429341e+08 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 129170 members 
Mstep: Class 3 contains 44929 members 
Mstep: Class 4 contains 9491 members 
Mstep: Class 5 contains 192998 members 
Mstep: Class 6 contains 128829 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 29009 members 
Mstep: Class 9 contains 2893 members 
Mstep: Class 10 contains 6966 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 57108 members 
Mstep: Class 13 contains 18096 members 
Mstep: Class 14 contains 12760 members 
Mstep: Class 15 contains 879 members 
Mstep: Class 16 contains 35960 members 
Mstep: Class 17 contains 9005 members 
Mstep: Class 18 contains 27010 members 
Mstep: Class 19 contains 138382 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 44592 members 
Mstep: Class 22 contains 62950 members 
Mstep: Class 23 contains 5045 members 
Mstep: Class 24 contains 3945 members 
Mstep: Class 25 contains 7511 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2862 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 208 members 
Mstep: Class 30 contains 15301 members 
Mstep: Class 31 contains 42086 members 
Mstep: Class 32 contains 5544 members 
Mstep: Class 33 contains 5937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934096.000000 Penalty: 113492.750000
Iteration 101Q: 34 clusters Score -1.429341e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 129184 members 
Mstep: Class 3 contains 44927 members 
Mstep: Class 4 contains 9480 members 
Mstep: Class 5 contains 192762 members 
Mstep: Class 6 contains 128777 members 
Mstep: Class 7 contains 3207 members 
Mstep: Class 8 contains 28976 members 
Mstep: Class 9 contains 2892 members 
Mstep: Class 10 contains 6961 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 57054 members 
Mstep: Class 13 contains 18068 members 
Mstep: Class 14 contains 12739 members 
Mstep: Class 15 contains 879 members 
Mstep: Class 16 contains 35939 members 
Mstep: Class 17 contains 9022 members 
Mstep: Class 18 contains 27008 members 
Mstep: Class 19 contains 138341 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 44473 members 
Mstep: Class 22 contains 63487 members 
Mstep: Class 23 contains 5084 members 
Mstep: Class 24 contains 3945 members 
Mstep: Class 25 contains 7510 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2866 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 208 members 
Mstep: Class 30 contains 15300 members 
Mstep: Class 31 contains 42076 members 
Mstep: Class 32 contains 5558 members 
Mstep: Class 33 contains 5947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934272.000000 Penalty: 113492.750000
Iteration 102Q: 34 clusters Score -1.429343e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 129181 members 
Mstep: Class 3 contains 44941 members 
Mstep: Class 4 contains 9464 members 
Mstep: Class 5 contains 192552 members 
Mstep: Class 6 contains 128714 members 
Mstep: Class 7 contains 3211 members 
Mstep: Class 8 contains 28941 members 
Mstep: Class 9 contains 2895 members 
Mstep: Class 10 contains 6956 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 57014 members 
Mstep: Class 13 contains 18035 members 
Mstep: Class 14 contains 12726 members 
Mstep: Class 15 contains 879 members 
Mstep: Class 16 contains 35907 members 
Mstep: Class 17 contains 9044 members 
Mstep: Class 18 contains 27013 members 
Mstep: Class 19 contains 138299 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 44366 members 
Mstep: Class 22 contains 63965 members 
Mstep: Class 23 contains 5126 members 
Mstep: Class 24 contains 3945 members 
Mstep: Class 25 contains 7510 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2870 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15298 members 
Mstep: Class 31 contains 42076 members 
Mstep: Class 32 contains 5567 members 
Mstep: Class 33 contains 5964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934160.000000 Penalty: 113492.750000
Iteration 103Q: 34 clusters Score -1.429342e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 129191 members 
Mstep: Class 3 contains 44953 members 
Mstep: Class 4 contains 9440 members 
Mstep: Class 5 contains 192372 members 
Mstep: Class 6 contains 128642 members 
Mstep: Class 7 contains 3212 members 
Mstep: Class 8 contains 28920 members 
Mstep: Class 9 contains 2903 members 
Mstep: Class 10 contains 6955 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56968 members 
Mstep: Class 13 contains 18006 members 
Mstep: Class 14 contains 12714 members 
Mstep: Class 15 contains 879 members 
Mstep: Class 16 contains 35882 members 
Mstep: Class 17 contains 9060 members 
Mstep: Class 18 contains 27025 members 
Mstep: Class 19 contains 138253 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 44268 members 
Mstep: Class 22 contains 64405 members 
Mstep: Class 23 contains 5158 members 
Mstep: Class 24 contains 3946 members 
Mstep: Class 25 contains 7510 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2870 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15297 members 
Mstep: Class 31 contains 42076 members 
Mstep: Class 32 contains 5572 members 
Mstep: Class 33 contains 5983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934224.000000 Penalty: 113492.750000
Iteration 104Q: 34 clusters Score -1.429342e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 129168 members 
Mstep: Class 3 contains 44940 members 
Mstep: Class 4 contains 9426 members 
Mstep: Class 5 contains 192195 members 
Mstep: Class 6 contains 128574 members 
Mstep: Class 7 contains 3211 members 
Mstep: Class 8 contains 28914 members 
Mstep: Class 9 contains 2903 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56951 members 
Mstep: Class 13 contains 17978 members 
Mstep: Class 14 contains 12707 members 
Mstep: Class 15 contains 879 members 
Mstep: Class 16 contains 35866 members 
Mstep: Class 17 contains 9066 members 
Mstep: Class 18 contains 27027 members 
Mstep: Class 19 contains 138216 members 
Mstep: Class 20 contains 2381 members 
Mstep: Class 21 contains 44189 members 
Mstep: Class 22 contains 64840 members 
Mstep: Class 23 contains 5195 members 
Mstep: Class 24 contains 3945 members 
Mstep: Class 25 contains 7508 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2868 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15297 members 
Mstep: Class 31 contains 42072 members 
Mstep: Class 32 contains 5576 members 
Mstep: Class 33 contains 5998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934240.000000 Penalty: 113492.750000
Iteration 105Q: 34 clusters Score -1.429342e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 129174 members 
Mstep: Class 3 contains 44940 members 
Mstep: Class 4 contains 9408 members 
Mstep: Class 5 contains 191977 members 
Mstep: Class 6 contains 128541 members 
Mstep: Class 7 contains 3213 members 
Mstep: Class 8 contains 28886 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 10 contains 6945 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56925 members 
Mstep: Class 13 contains 17958 members 
Mstep: Class 14 contains 12700 members 
Mstep: Class 15 contains 879 members 
Mstep: Class 16 contains 35850 members 
Mstep: Class 17 contains 9077 members 
Mstep: Class 18 contains 27036 members 
Mstep: Class 19 contains 138185 members 
Mstep: Class 20 contains 2384 members 
Mstep: Class 21 contains 44121 members 
Mstep: Class 22 contains 65237 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7516 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2873 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15294 members 
Mstep: Class 31 contains 42072 members 
Mstep: Class 32 contains 5577 members 
Mstep: Class 33 contains 6012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934208.000000 Penalty: 113492.750000
Iteration 106Q: 34 clusters Score -1.429342e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 129197 members 
Mstep: Class 3 contains 44944 members 
Mstep: Class 4 contains 9389 members 
Mstep: Class 5 contains 191771 members 
Mstep: Class 6 contains 128508 members 
Mstep: Class 7 contains 3213 members 
Mstep: Class 8 contains 28858 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56899 members 
Mstep: Class 13 contains 17931 members 
Mstep: Class 14 contains 12699 members 
Mstep: Class 15 contains 879 members 
Mstep: Class 16 contains 35829 members 
Mstep: Class 17 contains 9080 members 
Mstep: Class 18 contains 27038 members 
Mstep: Class 19 contains 138157 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 44060 members 
Mstep: Class 22 contains 65632 members 
Mstep: Class 23 contains 5234 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7521 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2874 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15293 members 
Mstep: Class 31 contains 42062 members 
Mstep: Class 32 contains 5579 members 
Mstep: Class 33 contains 6015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934256.000000 Penalty: 113492.750000
Iteration 107Q: 34 clusters Score -1.429343e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 129190 members 
Mstep: Class 3 contains 44954 members 
Mstep: Class 4 contains 9376 members 
Mstep: Class 5 contains 191563 members 
Mstep: Class 6 contains 128493 members 
Mstep: Class 7 contains 3213 members 
Mstep: Class 8 contains 28837 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 6938 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56869 members 
Mstep: Class 13 contains 17904 members 
Mstep: Class 14 contains 12695 members 
Mstep: Class 15 contains 879 members 
Mstep: Class 16 contains 35816 members 
Mstep: Class 17 contains 9089 members 
Mstep: Class 18 contains 27044 members 
Mstep: Class 19 contains 138136 members 
Mstep: Class 20 contains 2387 members 
Mstep: Class 21 contains 43991 members 
Mstep: Class 22 contains 66007 members 
Mstep: Class 23 contains 5258 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7518 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2875 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15293 members 
Mstep: Class 31 contains 42058 members 
Mstep: Class 32 contains 5585 members 
Mstep: Class 33 contains 6022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934384.000000 Penalty: 113492.750000
Iteration 108Q: 34 clusters Score -1.429344e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 129201 members 
Mstep: Class 3 contains 44962 members 
Mstep: Class 4 contains 9364 members 
Mstep: Class 5 contains 191402 members 
Mstep: Class 6 contains 128448 members 
Mstep: Class 7 contains 3213 members 
Mstep: Class 8 contains 28811 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 6938 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56824 members 
Mstep: Class 13 contains 17887 members 
Mstep: Class 14 contains 12691 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35798 members 
Mstep: Class 17 contains 9099 members 
Mstep: Class 18 contains 27049 members 
Mstep: Class 19 contains 138101 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43939 members 
Mstep: Class 22 contains 66362 members 
Mstep: Class 23 contains 5270 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7520 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2877 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15293 members 
Mstep: Class 31 contains 42049 members 
Mstep: Class 32 contains 5591 members 
Mstep: Class 33 contains 6032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934448.000000 Penalty: 113492.750000
Iteration 109Q: 34 clusters Score -1.429344e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 129239 members 
Mstep: Class 3 contains 44963 members 
Mstep: Class 4 contains 9354 members 
Mstep: Class 5 contains 191212 members 
Mstep: Class 6 contains 128398 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28790 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 6937 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 56775 members 
Mstep: Class 13 contains 17874 members 
Mstep: Class 14 contains 12678 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35793 members 
Mstep: Class 17 contains 9105 members 
Mstep: Class 18 contains 27050 members 
Mstep: Class 19 contains 138077 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43900 members 
Mstep: Class 22 contains 66695 members 
Mstep: Class 23 contains 5285 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7522 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2877 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15295 members 
Mstep: Class 31 contains 42044 members 
Mstep: Class 32 contains 5592 members 
Mstep: Class 33 contains 6048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934528.000000 Penalty: 113492.750000
Iteration 110Q: 34 clusters Score -1.429345e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 129261 members 
Mstep: Class 3 contains 44969 members 
Mstep: Class 4 contains 9337 members 
Mstep: Class 5 contains 191059 members 
Mstep: Class 6 contains 128347 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28765 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 6934 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 56735 members 
Mstep: Class 13 contains 17860 members 
Mstep: Class 14 contains 12679 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35792 members 
Mstep: Class 17 contains 9113 members 
Mstep: Class 18 contains 27049 members 
Mstep: Class 19 contains 138062 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43862 members 
Mstep: Class 22 contains 66989 members 
Mstep: Class 23 contains 5294 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7526 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2877 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15297 members 
Mstep: Class 31 contains 42042 members 
Mstep: Class 32 contains 5592 members 
Mstep: Class 33 contains 6064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934816.000000 Penalty: 113492.750000
Iteration 111Q: 34 clusters Score -1.429348e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 129297 members 
Mstep: Class 3 contains 44974 members 
Mstep: Class 4 contains 9328 members 
Mstep: Class 5 contains 190916 members 
Mstep: Class 6 contains 128288 members 
Mstep: Class 7 contains 3215 members 
Mstep: Class 8 contains 28735 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 6933 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 56714 members 
Mstep: Class 13 contains 17854 members 
Mstep: Class 14 contains 12671 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35783 members 
Mstep: Class 17 contains 9120 members 
Mstep: Class 18 contains 27053 members 
Mstep: Class 19 contains 138044 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43826 members 
Mstep: Class 22 contains 67246 members 
Mstep: Class 23 contains 5297 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7532 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2877 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15298 members 
Mstep: Class 31 contains 42041 members 
Mstep: Class 32 contains 5592 members 
Mstep: Class 33 contains 6084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934832.000000 Penalty: 113492.750000
Iteration 112Q: 34 clusters Score -1.429348e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 129340 members 
Mstep: Class 3 contains 44982 members 
Mstep: Class 4 contains 9315 members 
Mstep: Class 5 contains 190793 members 
Mstep: Class 6 contains 128251 members 
Mstep: Class 7 contains 3215 members 
Mstep: Class 8 contains 28707 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 6932 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 56699 members 
Mstep: Class 13 contains 17845 members 
Mstep: Class 14 contains 12664 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35776 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 27059 members 
Mstep: Class 19 contains 137999 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43792 members 
Mstep: Class 22 contains 67478 members 
Mstep: Class 23 contains 5304 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7537 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2877 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15299 members 
Mstep: Class 31 contains 42039 members 
Mstep: Class 32 contains 5593 members 
Mstep: Class 33 contains 6095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934912.000000 Penalty: 113492.750000
Iteration 113Q: 34 clusters Score -1.429349e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 129345 members 
Mstep: Class 3 contains 44996 members 
Mstep: Class 4 contains 9307 members 
Mstep: Class 5 contains 190652 members 
Mstep: Class 6 contains 128208 members 
Mstep: Class 7 contains 3215 members 
Mstep: Class 8 contains 28680 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 6931 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56687 members 
Mstep: Class 13 contains 17841 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35770 members 
Mstep: Class 17 contains 9133 members 
Mstep: Class 18 contains 27065 members 
Mstep: Class 19 contains 137982 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43759 members 
Mstep: Class 22 contains 67719 members 
Mstep: Class 23 contains 5310 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7543 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2877 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15298 members 
Mstep: Class 31 contains 42037 members 
Mstep: Class 32 contains 5593 members 
Mstep: Class 33 contains 6108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934816.000000 Penalty: 113492.750000
Iteration 114Q: 34 clusters Score -1.429348e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 129374 members 
Mstep: Class 3 contains 45013 members 
Mstep: Class 4 contains 9297 members 
Mstep: Class 5 contains 190508 members 
Mstep: Class 6 contains 128170 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28661 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 6931 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56667 members 
Mstep: Class 13 contains 17830 members 
Mstep: Class 14 contains 12657 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35761 members 
Mstep: Class 17 contains 9142 members 
Mstep: Class 18 contains 27072 members 
Mstep: Class 19 contains 137957 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43720 members 
Mstep: Class 22 contains 67950 members 
Mstep: Class 23 contains 5316 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7553 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2877 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15298 members 
Mstep: Class 31 contains 42037 members 
Mstep: Class 32 contains 5594 members 
Mstep: Class 33 contains 6118 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 115Q: 34 clusters Score -1.429351e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 129407 members 
Mstep: Class 3 contains 45037 members 
Mstep: Class 4 contains 9294 members 
Mstep: Class 5 contains 190330 members 
Mstep: Class 6 contains 128145 members 
Mstep: Class 7 contains 3215 members 
Mstep: Class 8 contains 28638 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 6933 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56642 members 
Mstep: Class 13 contains 17819 members 
Mstep: Class 14 contains 12655 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35748 members 
Mstep: Class 17 contains 9140 members 
Mstep: Class 18 contains 27077 members 
Mstep: Class 19 contains 137976 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43682 members 
Mstep: Class 22 contains 68163 members 
Mstep: Class 23 contains 5324 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7556 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2877 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15298 members 
Mstep: Class 31 contains 42037 members 
Mstep: Class 32 contains 5596 members 
Mstep: Class 33 contains 6129 members 
Entering Unmasked Estep 
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Iteration 116Q: 34 clusters Score -1.429352e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 129438 members 
Mstep: Class 3 contains 45045 members 
Mstep: Class 4 contains 9291 members 
Mstep: Class 5 contains 190173 members 
Mstep: Class 6 contains 128121 members 
Mstep: Class 7 contains 3217 members 
Mstep: Class 8 contains 28612 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 6928 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56612 members 
Mstep: Class 13 contains 17808 members 
Mstep: Class 14 contains 12645 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35739 members 
Mstep: Class 17 contains 9143 members 
Mstep: Class 18 contains 27079 members 
Mstep: Class 19 contains 137996 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43643 members 
Mstep: Class 22 contains 68387 members 
Mstep: Class 23 contains 5335 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7560 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2876 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 15297 members 
Mstep: Class 31 contains 42031 members 
Mstep: Class 32 contains 5597 members 
Mstep: Class 33 contains 6145 members 
Entering Unmasked Estep 
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Iteration 117Q: 34 clusters Score -1.42935e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 129450 members 
Mstep: Class 3 contains 45057 members 
Mstep: Class 4 contains 9291 members 
Mstep: Class 5 contains 190011 members 
Mstep: Class 6 contains 128101 members 
Mstep: Class 7 contains 3216 members 
Mstep: Class 8 contains 28582 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 6927 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56580 members 
Mstep: Class 13 contains 17793 members 
Mstep: Class 14 contains 12641 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35730 members 
Mstep: Class 17 contains 9152 members 
Mstep: Class 18 contains 27080 members 
Mstep: Class 19 contains 138006 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43612 members 
Mstep: Class 22 contains 68618 members 
Mstep: Class 23 contains 5346 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7565 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2875 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15297 members 
Mstep: Class 31 contains 42033 members 
Mstep: Class 32 contains 5597 members 
Mstep: Class 33 contains 6154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934832.000000 Penalty: 113492.750000
Iteration 118Q: 34 clusters Score -1.429348e+08 nChanged 683
Entering ConstructFrom: 
Score: -142934832.000000 Penalty: 113492.750000
Entering ConstructFrom: 
Trying to split cluster 1 (6285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Entering Unmasked Estep 
Score: -863414.312500 Penalty: 2168.988525
	Iteration 0F: 2 clusters Score -863414.3 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 3208 members 
Entering Unmasked Estep 
Score: -858097.000000 Penalty: 4337.977051
	Iteration 0F: 3 clusters Score -858097 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -859482.250000 Penalty: 4337.977051
	Iteration 1F: 3 clusters Score -859482.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -859777.562500 Penalty: 4337.977051
	Iteration 2F: 3 clusters Score -859777.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -859987.125000 Penalty: 4337.977051
	Iteration 3F: 3 clusters Score -859987.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -860170.687500 Penalty: 4337.977051
	Iteration 4Q: 3 clusters Score -860170.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -860355.625000 Penalty: 4337.977051
	Iteration 5Q: 3 clusters Score -860355.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -860557.250000 Penalty: 4337.977051
	Iteration 6Q: 3 clusters Score -860557.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -860775.625000 Penalty: 4337.977051
	Iteration 7Q: 3 clusters Score -860775.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -861014.937500 Penalty: 4337.977051
	Iteration 8Q: 3 clusters Score -861014.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -861208.750000 Penalty: 4337.977051
	Iteration 9Q: 3 clusters Score -861208.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -861376.500000 Penalty: 4337.977051
	Iteration 10Q: 3 clusters Score -861376.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -861513.062500 Penalty: 4337.977051
	Iteration 11Q: 3 clusters Score -861513.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -861616.437500 Penalty: 4337.977051
	Iteration 12Q: 3 clusters Score -861616.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -861704.562500 Penalty: 4337.977051
	Iteration 13Q: 3 clusters Score -861704.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -861768.000000 Penalty: 4337.977051
	Iteration 14Q: 3 clusters Score -861768 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -861824.562500 Penalty: 4337.977051
	Iteration 15Q: 3 clusters Score -861824.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -861856.187500 Penalty: 4337.977051
	Iteration 16Q: 3 clusters Score -861856.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -861882.500000 Penalty: 4337.977051
	Iteration 17Q: 3 clusters Score -861882.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -861896.562500 Penalty: 4337.977051
	Iteration 18Q: 3 clusters Score -861896.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -861906.375000 Penalty: 4337.977051
	Iteration 19Q: 3 clusters Score -861906.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -861918.500000 Penalty: 4337.977051
	Iteration 20F: 3 clusters Score -861918.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -861923.000000 Penalty: 4337.977051
	Iteration 21Q: 3 clusters Score -861923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -861927.812500 Penalty: 4337.977051
	Iteration 22Q: 3 clusters Score -861927.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -861931.875000 Penalty: 4337.977051
	Iteration 23Q: 3 clusters Score -861931.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -861934.687500 Penalty: 4337.977051
	Iteration 24Q: 3 clusters Score -861934.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -861940.375000 Penalty: 4337.977051
	Iteration 25Q: 3 clusters Score -861940.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -861942.500000 Penalty: 4337.977051
	Iteration 26Q: 3 clusters Score -861942.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -861942.875000 Penalty: 4337.977051
	Iteration 27Q: 3 clusters Score -861942.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -861944.000000 Penalty: 4337.977051
	Iteration 28Q: 3 clusters Score -861944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -861946.625000 Penalty: 4337.977051
	Iteration 29Q: 3 clusters Score -861946.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -861947.687500 Penalty: 4337.977051
	Iteration 30Q: 3 clusters Score -861947.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -861950.375000 Penalty: 4337.977051
	Iteration 31Q: 3 clusters Score -861950.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -861951.375000 Penalty: 4337.977051
	Iteration 32Q: 3 clusters Score -861951.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -861952.250000 Penalty: 4337.977051
	Iteration 33Q: 3 clusters Score -861952.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -861954.250000 Penalty: 4337.977051
	Iteration 34Q: 3 clusters Score -861954.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -861956.375000 Penalty: 4337.977051
	Iteration 35Q: 3 clusters Score -861956.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -861957.000000 Penalty: 4337.977051
	Iteration 36Q: 3 clusters Score -861957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -861957.812500 Penalty: 4337.977051
	Iteration 37Q: 3 clusters Score -861957.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -861958.625000 Penalty: 4337.977051
	Iteration 38Q: 3 clusters Score -861958.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -861961.187500 Penalty: 4337.977051
	Iteration 39Q: 3 clusters Score -861961.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -861964.062500 Penalty: 4337.977051
	Iteration 40F: 3 clusters Score -861964.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -861965.562500 Penalty: 4337.977051
	Iteration 41Q: 3 clusters Score -861965.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -861969.437500 Penalty: 4337.977051
	Iteration 42Q: 3 clusters Score -861969.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -861970.312500 Penalty: 4337.977051
	Iteration 43Q: 3 clusters Score -861970.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -861970.937500 Penalty: 4337.977051
	Iteration 44Q: 3 clusters Score -861970.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -861970.937500 Penalty: 4337.977051
	Iteration 45F: 3 clusters Score -861970.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (129452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129452 members 
Entering Unmasked Estep 
Score: -17973266.000000 Penalty: 2919.224365
	Iteration 0F: 2 clusters Score -1.797327e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 64502 members 
Entering Unmasked Estep 
Score: -17887388.000000 Penalty: 5838.448730
	Iteration 0F: 3 clusters Score -1.788739e+07 nChanged 61618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68046 members 
Mstep: Class 2 contains 61406 members 
Entering Unmasked Estep 
Score: -17923318.000000 Penalty: 5838.448730
	Iteration 1F: 3 clusters Score -1.792332e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69758 members 
Mstep: Class 2 contains 59694 members 
Entering Unmasked Estep 
Score: -17924768.000000 Penalty: 5838.448730
	Iteration 2Q: 3 clusters Score -1.792477e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72081 members 
Mstep: Class 2 contains 57371 members 
Entering Unmasked Estep 
Score: -17926896.000000 Penalty: 5838.448730
	Iteration 3Q: 3 clusters Score -1.79269e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75291 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -17930106.000000 Penalty: 5838.448730
	Iteration 4Q: 3 clusters Score -1.793011e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79264 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -17934352.000000 Penalty: 5838.448730
	Iteration 5F: 3 clusters Score -1.793435e+07 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83799 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -17939778.000000 Penalty: 5838.448730
	Iteration 6F: 3 clusters Score -1.793978e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88425 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -17945960.000000 Penalty: 5838.448730
	Iteration 7F: 3 clusters Score -1.794596e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92324 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -17951052.000000 Penalty: 5838.448730
	Iteration 8F: 3 clusters Score -1.795105e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95424 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -17954900.000000 Penalty: 5838.448730
	Iteration 9Q: 3 clusters Score -1.79549e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97942 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -17957292.000000 Penalty: 5838.448730
	Iteration 10Q: 3 clusters Score -1.795729e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100275 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -17958788.000000 Penalty: 5838.448730
	Iteration 11Q: 3 clusters Score -1.795879e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102522 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -17959802.000000 Penalty: 5838.448730
	Iteration 12Q: 3 clusters Score -1.79598e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104789 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -17960776.000000 Penalty: 5838.448730
	Iteration 13Q: 3 clusters Score -1.796078e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107103 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -17961734.000000 Penalty: 5838.448730
	Iteration 14Q: 3 clusters Score -1.796173e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109369 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -17962598.000000 Penalty: 5838.448730
	Iteration 15Q: 3 clusters Score -1.79626e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111490 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -17963428.000000 Penalty: 5838.448730
	Iteration 16Q: 3 clusters Score -1.796343e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113550 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -17964216.000000 Penalty: 5838.448730
	Iteration 17Q: 3 clusters Score -1.796422e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115566 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -17965126.000000 Penalty: 5838.448730
	Iteration 18Q: 3 clusters Score -1.796513e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117460 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -17965926.000000 Penalty: 5838.448730
	Iteration 19Q: 3 clusters Score -1.796593e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119163 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -17966656.000000 Penalty: 5838.448730
	Iteration 20F: 3 clusters Score -1.796666e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120667 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -17967280.000000 Penalty: 5838.448730
	Iteration 21Q: 3 clusters Score -1.796728e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122002 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -17967770.000000 Penalty: 5838.448730
	Iteration 22Q: 3 clusters Score -1.796777e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123146 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -17968302.000000 Penalty: 5838.448730
	Iteration 23Q: 3 clusters Score -1.79683e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124145 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -17968784.000000 Penalty: 5838.448730
	Iteration 24Q: 3 clusters Score -1.796878e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124964 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -17969208.000000 Penalty: 5838.448730
	Iteration 25Q: 3 clusters Score -1.796921e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125616 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -17969494.000000 Penalty: 5838.448730
	Iteration 26Q: 3 clusters Score -1.796949e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126146 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -17969714.000000 Penalty: 5838.448730
	Iteration 27Q: 3 clusters Score -1.796971e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126551 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -17969880.000000 Penalty: 5838.448730
	Iteration 28Q: 3 clusters Score -1.796988e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126839 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -17970020.000000 Penalty: 5838.448730
	Iteration 29Q: 3 clusters Score -1.797002e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127090 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -17970172.000000 Penalty: 5838.448730
	Iteration 30Q: 3 clusters Score -1.797017e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127292 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -17970300.000000 Penalty: 5838.448730
	Iteration 31Q: 3 clusters Score -1.79703e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127471 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -17970376.000000 Penalty: 5838.448730
	Iteration 32Q: 3 clusters Score -1.797038e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127619 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -17970450.000000 Penalty: 5838.448730
	Iteration 33Q: 3 clusters Score -1.797045e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127740 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -17970498.000000 Penalty: 5838.448730
	Iteration 34Q: 3 clusters Score -1.79705e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127854 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -17970574.000000 Penalty: 5838.448730
	Iteration 35Q: 3 clusters Score -1.797057e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127931 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -17970586.000000 Penalty: 5838.448730
	Iteration 36Q: 3 clusters Score -1.797059e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128000 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -17970626.000000 Penalty: 5838.448730
	Iteration 37Q: 3 clusters Score -1.797063e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128051 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -17970666.000000 Penalty: 5838.448730
	Iteration 38Q: 3 clusters Score -1.797067e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128111 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -17970696.000000 Penalty: 5838.448730
	Iteration 39Q: 3 clusters Score -1.79707e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128150 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -17970708.000000 Penalty: 5838.448730
	Iteration 40F: 3 clusters Score -1.797071e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128175 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -17970732.000000 Penalty: 5838.448730
	Iteration 41Q: 3 clusters Score -1.797073e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128206 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -17970744.000000 Penalty: 5838.448730
	Iteration 42Q: 3 clusters Score -1.797074e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128229 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -17970744.000000 Penalty: 5838.448730
	Iteration 43Q: 3 clusters Score -1.797074e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128251 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -17970738.000000 Penalty: 5838.448730
	Iteration 44Q: 3 clusters Score -1.797074e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128267 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -17970742.000000 Penalty: 5838.448730
	Iteration 45Q: 3 clusters Score -1.797074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128283 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -17970756.000000 Penalty: 5838.448730
	Iteration 46Q: 3 clusters Score -1.797076e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128291 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -17970756.000000 Penalty: 5838.448730
	Iteration 47Q: 3 clusters Score -1.797076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128301 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -17970764.000000 Penalty: 5838.448730
	Iteration 48Q: 3 clusters Score -1.797076e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128310 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -17970764.000000 Penalty: 5838.448730
	Iteration 49Q: 3 clusters Score -1.797076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128311 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -17970772.000000 Penalty: 5838.448730
	Iteration 50Q: 3 clusters Score -1.797077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128312 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -17970776.000000 Penalty: 5838.448730
	Iteration 51Q: 3 clusters Score -1.797078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128313 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -17970776.000000 Penalty: 5838.448730
	Iteration 52Q: 3 clusters Score -1.797078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128314 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -17970768.000000 Penalty: 5838.448730
	Iteration 53Q: 3 clusters Score -1.797077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128316 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -17970768.000000 Penalty: 5838.448730
	Iteration 54Q: 3 clusters Score -1.797077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128316 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -17970768.000000 Penalty: 5838.448730
	Iteration 55F: 3 clusters Score -1.797077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Entering Unmasked Estep 
Score: -6282472.000000 Penalty: 2657.500488
	Iteration 0F: 2 clusters Score -6282472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -6252067.000000 Penalty: 5315.000977
	Iteration 0F: 3 clusters Score -6252067 nChanged 20682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -6263592.000000 Penalty: 5315.000977
	Iteration 1F: 3 clusters Score -6263592 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -6264204.000000 Penalty: 5315.000977
	Iteration 2Q: 3 clusters Score -6264204 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -6264840.500000 Penalty: 5315.000977
	Iteration 3Q: 3 clusters Score -6264840 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -6265513.500000 Penalty: 5315.000977
	Iteration 4Q: 3 clusters Score -6265514 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -6266301.000000 Penalty: 5315.000977
	Iteration 5Q: 3 clusters Score -6266301 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -6267134.000000 Penalty: 5315.000977
	Iteration 6Q: 3 clusters Score -6267134 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -6268108.000000 Penalty: 5315.000977
	Iteration 7Q: 3 clusters Score -6268108 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -6269338.000000 Penalty: 5315.000977
	Iteration 8Q: 3 clusters Score -6269338 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -6270901.000000 Penalty: 5315.000977
	Iteration 9Q: 3 clusters Score -6270901 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -6272626.500000 Penalty: 5315.000977
	Iteration 10F: 3 clusters Score -6272626 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -6274167.000000 Penalty: 5315.000977
	Iteration 11F: 3 clusters Score -6274167 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -6275191.500000 Penalty: 5315.000977
	Iteration 12Q: 3 clusters Score -6275192 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -6275752.500000 Penalty: 5315.000977
	Iteration 13Q: 3 clusters Score -6275752 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -6276101.000000 Penalty: 5315.000977
	Iteration 14Q: 3 clusters Score -6276101 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -6276290.500000 Penalty: 5315.000977
	Iteration 15Q: 3 clusters Score -6276290 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -6276405.500000 Penalty: 5315.000977
	Iteration 16Q: 3 clusters Score -6276406 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -6276471.000000 Penalty: 5315.000977
	Iteration 17Q: 3 clusters Score -6276471 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -6276520.000000 Penalty: 5315.000977
	Iteration 18Q: 3 clusters Score -6276520 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -6276541.500000 Penalty: 5315.000977
	Iteration 19Q: 3 clusters Score -6276542 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -6276590.500000 Penalty: 5315.000977
	Iteration 20F: 3 clusters Score -6276590 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -6276606.000000 Penalty: 5315.000977
	Iteration 21Q: 3 clusters Score -6276606 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -6276648.500000 Penalty: 5315.000977
	Iteration 22Q: 3 clusters Score -6276648 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -6276659.500000 Penalty: 5315.000977
	Iteration 23Q: 3 clusters Score -6276660 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -6276683.000000 Penalty: 5315.000977
	Iteration 24Q: 3 clusters Score -6276683 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -6276686.500000 Penalty: 5315.000977
	Iteration 25Q: 3 clusters Score -6276686 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -6276709.500000 Penalty: 5315.000977
	Iteration 26Q: 3 clusters Score -6276710 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -6276743.000000 Penalty: 5315.000977
	Iteration 27Q: 3 clusters Score -6276743 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -6276771.000000 Penalty: 5315.000977
	Iteration 28Q: 3 clusters Score -6276771 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -6276775.500000 Penalty: 5315.000977
	Iteration 29Q: 3 clusters Score -6276776 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -6276798.500000 Penalty: 5315.000977
	Iteration 30Q: 3 clusters Score -6276798 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -6276817.500000 Penalty: 5315.000977
	Iteration 31Q: 3 clusters Score -6276818 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -6276844.500000 Penalty: 5315.000977
	Iteration 32Q: 3 clusters Score -6276844 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -6276861.500000 Penalty: 5315.000977
	Iteration 33Q: 3 clusters Score -6276862 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -6276861.500000 Penalty: 5315.000977
	Iteration 34Q: 3 clusters Score -6276862 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -6276901.000000 Penalty: 5315.000977
	Iteration 35Q: 3 clusters Score -6276901 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -6276944.500000 Penalty: 5315.000977
	Iteration 36Q: 3 clusters Score -6276944 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -6276970.000000 Penalty: 5315.000977
	Iteration 37Q: 3 clusters Score -6276970 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -6277004.000000 Penalty: 5315.000977
	Iteration 38Q: 3 clusters Score -6277004 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -6277057.000000 Penalty: 5315.000977
	Iteration 39Q: 3 clusters Score -6277057 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -6277083.500000 Penalty: 5315.000977
	Iteration 40F: 3 clusters Score -6277084 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -6277113.000000 Penalty: 5315.000977
	Iteration 41Q: 3 clusters Score -6277113 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -6277152.500000 Penalty: 5315.000977
	Iteration 42Q: 3 clusters Score -6277152 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -6277212.000000 Penalty: 5315.000977
	Iteration 43Q: 3 clusters Score -6277212 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -6277276.500000 Penalty: 5315.000977
	Iteration 44Q: 3 clusters Score -6277276 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -6277341.000000 Penalty: 5315.000977
	Iteration 45Q: 3 clusters Score -6277341 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -6277424.500000 Penalty: 5315.000977
	Iteration 46Q: 3 clusters Score -6277424 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -6277459.500000 Penalty: 5315.000977
	Iteration 47Q: 3 clusters Score -6277460 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -6277560.500000 Penalty: 5315.000977
	Iteration 48Q: 3 clusters Score -6277560 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -6277658.500000 Penalty: 5315.000977
	Iteration 49Q: 3 clusters Score -6277658 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -6277775.500000 Penalty: 5315.000977
	Iteration 50Q: 3 clusters Score -6277776 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -6277891.000000 Penalty: 5315.000977
	Iteration 51Q: 3 clusters Score -6277891 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -6277987.500000 Penalty: 5315.000977
	Iteration 52Q: 3 clusters Score -6277988 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -6278143.500000 Penalty: 5315.000977
	Iteration 53Q: 3 clusters Score -6278144 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -6278315.500000 Penalty: 5315.000977
	Iteration 54Q: 3 clusters Score -6278316 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -6278485.500000 Penalty: 5315.000977
	Iteration 55Q: 3 clusters Score -6278486 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -6278634.000000 Penalty: 5315.000977
	Iteration 56Q: 3 clusters Score -6278634 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -6278834.500000 Penalty: 5315.000977
	Iteration 57Q: 3 clusters Score -6278834 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -6279004.500000 Penalty: 5315.000977
	Iteration 58Q: 3 clusters Score -6279004 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -6279168.000000 Penalty: 5315.000977
	Iteration 59Q: 3 clusters Score -6279168 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -6279338.000000 Penalty: 5315.000977
	Iteration 60F: 3 clusters Score -6279338 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -6279497.500000 Penalty: 5315.000977
	Iteration 61Q: 3 clusters Score -6279498 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -6279605.000000 Penalty: 5315.000977
	Iteration 62Q: 3 clusters Score -6279605 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -6279699.000000 Penalty: 5315.000977
	Iteration 63Q: 3 clusters Score -6279699 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -6279785.000000 Penalty: 5315.000977
	Iteration 64Q: 3 clusters Score -6279785 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -6279858.500000 Penalty: 5315.000977
	Iteration 65Q: 3 clusters Score -6279858 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -6279922.500000 Penalty: 5315.000977
	Iteration 66Q: 3 clusters Score -6279922 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -6279961.000000 Penalty: 5315.000977
	Iteration 67Q: 3 clusters Score -6279961 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -6279999.500000 Penalty: 5315.000977
	Iteration 68Q: 3 clusters Score -6280000 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -6280016.000000 Penalty: 5315.000977
	Iteration 69Q: 3 clusters Score -6280016 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -6280053.500000 Penalty: 5315.000977
	Iteration 70Q: 3 clusters Score -6280054 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -6280089.000000 Penalty: 5315.000977
	Iteration 71Q: 3 clusters Score -6280089 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -6280121.500000 Penalty: 5315.000977
	Iteration 72Q: 3 clusters Score -6280122 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -6280137.000000 Penalty: 5315.000977
	Iteration 73Q: 3 clusters Score -6280137 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -6280163.000000 Penalty: 5315.000977
	Iteration 74Q: 3 clusters Score -6280163 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -6280184.500000 Penalty: 5315.000977
	Iteration 75Q: 3 clusters Score -6280184 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -6280195.000000 Penalty: 5315.000977
	Iteration 76Q: 3 clusters Score -6280195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -6280212.000000 Penalty: 5315.000977
	Iteration 77Q: 3 clusters Score -6280212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -6280230.000000 Penalty: 5315.000977
	Iteration 78Q: 3 clusters Score -6280230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -6280230.000000 Penalty: 5315.000977
	Iteration 79Q: 3 clusters Score -6280230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -6280233.000000 Penalty: 5315.000977
	Iteration 80F: 3 clusters Score -6280233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -6280252.000000 Penalty: 5315.000977
	Iteration 81Q: 3 clusters Score -6280252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -6280260.500000 Penalty: 5315.000977
	Iteration 82Q: 3 clusters Score -6280260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -6280260.000000 Penalty: 5315.000977
	Iteration 83Q: 3 clusters Score -6280260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -6280261.000000 Penalty: 5315.000977
	Iteration 84Q: 3 clusters Score -6280261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -6280267.500000 Penalty: 5315.000977
	Iteration 85Q: 3 clusters Score -6280268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -6280265.000000 Penalty: 5315.000977
	Iteration 86Q: 3 clusters Score -6280265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -6280275.500000 Penalty: 5315.000977
	Iteration 87Q: 3 clusters Score -6280276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -6280280.000000 Penalty: 5315.000977
	Iteration 88Q: 3 clusters Score -6280280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -6280285.000000 Penalty: 5315.000977
	Iteration 89Q: 3 clusters Score -6280285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -6280284.500000 Penalty: 5315.000977
	Iteration 90Q: 3 clusters Score -6280284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -6280287.000000 Penalty: 5315.000977
	Iteration 91Q: 3 clusters Score -6280287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -6280289.500000 Penalty: 5315.000977
	Iteration 92Q: 3 clusters Score -6280290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -6280289.500000 Penalty: 5315.000977
	Iteration 93Q: 3 clusters Score -6280290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -6280287.000000 Penalty: 5315.000977
	Iteration 94Q: 3 clusters Score -6280287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -6280287.500000 Penalty: 5315.000977
	Iteration 95Q: 3 clusters Score -6280288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -6280291.000000 Penalty: 5315.000977
	Iteration 96Q: 3 clusters Score -6280291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -6280289.000000 Penalty: 5315.000977
	Iteration 97Q: 3 clusters Score -6280289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -6280288.500000 Penalty: 5315.000977
	Iteration 98Q: 3 clusters Score -6280288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -6280283.000000 Penalty: 5315.000977
	Iteration 99Q: 3 clusters Score -6280283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -6280290.000000 Penalty: 5315.000977
	Iteration 100F: 3 clusters Score -6280290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -6280289.000000 Penalty: 5315.000977
	Iteration 101Q: 3 clusters Score -6280289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -6280291.500000 Penalty: 5315.000977
	Iteration 102Q: 3 clusters Score -6280292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -6280283.000000 Penalty: 5315.000977
	Iteration 103Q: 3 clusters Score -6280283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -6280287.000000 Penalty: 5315.000977
	Iteration 104Q: 3 clusters Score -6280287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -6280288.000000 Penalty: 5315.000977
	Iteration 105Q: 3 clusters Score -6280288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -6280287.500000 Penalty: 5315.000977
	Iteration 106Q: 3 clusters Score -6280288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -6280287.500000 Penalty: 5315.000977
	Iteration 107F: 3 clusters Score -6280288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Entering Unmasked Estep 
Score: -1288240.875000 Penalty: 2265.686523
	Iteration 0F: 2 clusters Score -1288241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1281037.875000 Penalty: 4531.373047
	Iteration 0F: 3 clusters Score -1281038 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1283064.250000 Penalty: 4531.373047
	Iteration 1F: 3 clusters Score -1283064 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1283339.375000 Penalty: 4531.373047
	Iteration 2F: 3 clusters Score -1283339 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1283514.875000 Penalty: 4531.373047
	Iteration 3Q: 3 clusters Score -1283515 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1283653.000000 Penalty: 4531.373047
	Iteration 4Q: 3 clusters Score -1283653 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1283734.375000 Penalty: 4531.373047
	Iteration 5Q: 3 clusters Score -1283734 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1283794.125000 Penalty: 4531.373047
	Iteration 6Q: 3 clusters Score -1283794 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1283836.000000 Penalty: 4531.373047
	Iteration 7Q: 3 clusters Score -1283836 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1283882.500000 Penalty: 4531.373047
	Iteration 8Q: 3 clusters Score -1283882 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1283933.375000 Penalty: 4531.373047
	Iteration 9Q: 3 clusters Score -1283933 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1283981.750000 Penalty: 4531.373047
	Iteration 10Q: 3 clusters Score -1283982 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1284047.375000 Penalty: 4531.373047
	Iteration 11Q: 3 clusters Score -1284047 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1284123.500000 Penalty: 4531.373047
	Iteration 12Q: 3 clusters Score -1284124 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1284217.000000 Penalty: 4531.373047
	Iteration 13Q: 3 clusters Score -1284217 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1284332.625000 Penalty: 4531.373047
	Iteration 14Q: 3 clusters Score -1284333 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1284460.625000 Penalty: 4531.373047
	Iteration 15Q: 3 clusters Score -1284461 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1284618.625000 Penalty: 4531.373047
	Iteration 16Q: 3 clusters Score -1284619 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1284804.750000 Penalty: 4531.373047
	Iteration 17Q: 3 clusters Score -1284805 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1285008.000000 Penalty: 4531.373047
	Iteration 18Q: 3 clusters Score -1285008 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1285213.125000 Penalty: 4531.373047
	Iteration 19Q: 3 clusters Score -1285213 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1285403.250000 Penalty: 4531.373047
	Iteration 20F: 3 clusters Score -1285403 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1285571.250000 Penalty: 4531.373047
	Iteration 21Q: 3 clusters Score -1285571 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1285715.375000 Penalty: 4531.373047
	Iteration 22Q: 3 clusters Score -1285715 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1285826.750000 Penalty: 4531.373047
	Iteration 23Q: 3 clusters Score -1285827 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1285909.375000 Penalty: 4531.373047
	Iteration 24Q: 3 clusters Score -1285909 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1285981.125000 Penalty: 4531.373047
	Iteration 25Q: 3 clusters Score -1285981 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1286030.125000 Penalty: 4531.373047
	Iteration 26Q: 3 clusters Score -1286030 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1286079.000000 Penalty: 4531.373047
	Iteration 27Q: 3 clusters Score -1286079 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1286120.750000 Penalty: 4531.373047
	Iteration 28Q: 3 clusters Score -1286121 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1286155.000000 Penalty: 4531.373047
	Iteration 29Q: 3 clusters Score -1286155 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1286176.875000 Penalty: 4531.373047
	Iteration 30Q: 3 clusters Score -1286177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1286188.875000 Penalty: 4531.373047
	Iteration 31Q: 3 clusters Score -1286189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1286196.000000 Penalty: 4531.373047
	Iteration 32Q: 3 clusters Score -1286196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1286204.625000 Penalty: 4531.373047
	Iteration 33Q: 3 clusters Score -1286205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1286211.500000 Penalty: 4531.373047
	Iteration 34Q: 3 clusters Score -1286212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1286215.125000 Penalty: 4531.373047
	Iteration 35Q: 3 clusters Score -1286215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1286221.125000 Penalty: 4531.373047
	Iteration 36Q: 3 clusters Score -1286221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1286221.125000 Penalty: 4531.373047
	Iteration 37Q: 3 clusters Score -1286221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1286222.625000 Penalty: 4531.373047
	Iteration 38Q: 3 clusters Score -1286223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1286226.875000 Penalty: 4531.373047
	Iteration 39Q: 3 clusters Score -1286227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1286233.125000 Penalty: 4531.373047
	Iteration 40F: 3 clusters Score -1286233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1286249.125000 Penalty: 4531.373047
	Iteration 41Q: 3 clusters Score -1286249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1286261.250000 Penalty: 4531.373047
	Iteration 42Q: 3 clusters Score -1286261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1286268.000000 Penalty: 4531.373047
	Iteration 43Q: 3 clusters Score -1286268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1286276.000000 Penalty: 4531.373047
	Iteration 44Q: 3 clusters Score -1286276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1286277.375000 Penalty: 4531.373047
	Iteration 45Q: 3 clusters Score -1286277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1286284.125000 Penalty: 4531.373047
	Iteration 46Q: 3 clusters Score -1286284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1286290.500000 Penalty: 4531.373047
	Iteration 47Q: 3 clusters Score -1286290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1286291.625000 Penalty: 4531.373047
	Iteration 48Q: 3 clusters Score -1286292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1286293.125000 Penalty: 4531.373047
	Iteration 49Q: 3 clusters Score -1286293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1286296.625000 Penalty: 4531.373047
	Iteration 50Q: 3 clusters Score -1286297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1286299.750000 Penalty: 4531.373047
	Iteration 51Q: 3 clusters Score -1286300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1286299.375000 Penalty: 4531.373047
	Iteration 52Q: 3 clusters Score -1286299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1286300.125000 Penalty: 4531.373047
	Iteration 53Q: 3 clusters Score -1286300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1286300.125000 Penalty: 4531.373047
	Iteration 54F: 3 clusters Score -1286300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (189902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189902 members 
Entering Unmasked Estep 
Score: -26390026.000000 Penalty: 3014.257324
	Iteration 0F: 2 clusters Score -2.639003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94753 members 
Mstep: Class 2 contains 95149 members 
Entering Unmasked Estep 
Score: -26268906.000000 Penalty: 6028.514648
	Iteration 0F: 3 clusters Score -2.626891e+07 nChanged 91442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91799 members 
Mstep: Class 2 contains 98103 members 
Entering Unmasked Estep 
Score: -26323344.000000 Penalty: 6028.514648
	Iteration 1F: 3 clusters Score -2.632334e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90107 members 
Mstep: Class 2 contains 99795 members 
Entering Unmasked Estep 
Score: -26324410.000000 Penalty: 6028.514648
	Iteration 2Q: 3 clusters Score -2.632441e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87470 members 
Mstep: Class 2 contains 102432 members 
Entering Unmasked Estep 
Score: -26325928.000000 Penalty: 6028.514648
	Iteration 3Q: 3 clusters Score -2.632593e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83473 members 
Mstep: Class 2 contains 106429 members 
Entering Unmasked Estep 
Score: -26328050.000000 Penalty: 6028.514648
	Iteration 4Q: 3 clusters Score -2.632805e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77638 members 
Mstep: Class 2 contains 112264 members 
Entering Unmasked Estep 
Score: -26331956.000000 Penalty: 6028.514648
	Iteration 5Q: 3 clusters Score -2.633196e+07 nChanged 9547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69865 members 
Mstep: Class 2 contains 120037 members 
Entering Unmasked Estep 
Score: -26337880.000000 Penalty: 6028.514648
	Iteration 6F: 3 clusters Score -2.633788e+07 nChanged 11341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 129568 members 
Entering Unmasked Estep 
Score: -26346002.000000 Penalty: 6028.514648
	Iteration 7F: 3 clusters Score -2.6346e+07 nChanged 11958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50436 members 
Mstep: Class 2 contains 139466 members 
Entering Unmasked Estep 
Score: -26354580.000000 Penalty: 6028.514648
	Iteration 8F: 3 clusters Score -2.635458e+07 nChanged 10927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 148301 members 
Entering Unmasked Estep 
Score: -26362030.000000 Penalty: 6028.514648
	Iteration 9F: 3 clusters Score -2.636203e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 155357 members 
Entering Unmasked Estep 
Score: -26367572.000000 Penalty: 6028.514648
	Iteration 10Q: 3 clusters Score -2.636757e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 160808 members 
Entering Unmasked Estep 
Score: -26371228.000000 Penalty: 6028.514648
	Iteration 11Q: 3 clusters Score -2.637123e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 165198 members 
Entering Unmasked Estep 
Score: -26373586.000000 Penalty: 6028.514648
	Iteration 12Q: 3 clusters Score -2.637359e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 168909 members 
Entering Unmasked Estep 
Score: -26375526.000000 Penalty: 6028.514648
	Iteration 13Q: 3 clusters Score -2.637553e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 172169 members 
Entering Unmasked Estep 
Score: -26377092.000000 Penalty: 6028.514648
	Iteration 14Q: 3 clusters Score -2.637709e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 175034 members 
Entering Unmasked Estep 
Score: -26378468.000000 Penalty: 6028.514648
	Iteration 15Q: 3 clusters Score -2.637847e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 177538 members 
Entering Unmasked Estep 
Score: -26379780.000000 Penalty: 6028.514648
	Iteration 16Q: 3 clusters Score -2.637978e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 179661 members 
Entering Unmasked Estep 
Score: -26380998.000000 Penalty: 6028.514648
	Iteration 17Q: 3 clusters Score -2.6381e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 181493 members 
Entering Unmasked Estep 
Score: -26382004.000000 Penalty: 6028.514648
	Iteration 18Q: 3 clusters Score -2.6382e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 183010 members 
Entering Unmasked Estep 
Score: -26382846.000000 Penalty: 6028.514648
	Iteration 19Q: 3 clusters Score -2.638285e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 184284 members 
Entering Unmasked Estep 
Score: -26383780.000000 Penalty: 6028.514648
	Iteration 20F: 3 clusters Score -2.638378e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 185306 members 
Entering Unmasked Estep 
Score: -26384480.000000 Penalty: 6028.514648
	Iteration 21Q: 3 clusters Score -2.638448e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 186114 members 
Entering Unmasked Estep 
Score: -26385070.000000 Penalty: 6028.514648
	Iteration 22Q: 3 clusters Score -2.638507e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 186745 members 
Entering Unmasked Estep 
Score: -26385450.000000 Penalty: 6028.514648
	Iteration 23Q: 3 clusters Score -2.638545e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 187240 members 
Entering Unmasked Estep 
Score: -26385868.000000 Penalty: 6028.514648
	Iteration 24Q: 3 clusters Score -2.638587e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 187604 members 
Entering Unmasked Estep 
Score: -26386130.000000 Penalty: 6028.514648
	Iteration 25Q: 3 clusters Score -2.638613e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 187898 members 
Entering Unmasked Estep 
Score: -26386320.000000 Penalty: 6028.514648
	Iteration 26Q: 3 clusters Score -2.638632e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 188110 members 
Entering Unmasked Estep 
Score: -26386558.000000 Penalty: 6028.514648
	Iteration 27Q: 3 clusters Score -2.638656e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 188272 members 
Entering Unmasked Estep 
Score: -26386648.000000 Penalty: 6028.514648
	Iteration 28Q: 3 clusters Score -2.638665e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 188397 members 
Entering Unmasked Estep 
Score: -26386698.000000 Penalty: 6028.514648
	Iteration 29Q: 3 clusters Score -2.63867e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 188490 members 
Entering Unmasked Estep 
Score: -26386784.000000 Penalty: 6028.514648
	Iteration 30Q: 3 clusters Score -2.638678e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 188557 members 
Entering Unmasked Estep 
Score: -26386834.000000 Penalty: 6028.514648
	Iteration 31Q: 3 clusters Score -2.638683e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 188620 members 
Entering Unmasked Estep 
Score: -26386924.000000 Penalty: 6028.514648
	Iteration 32Q: 3 clusters Score -2.638692e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 188677 members 
Entering Unmasked Estep 
Score: -26386972.000000 Penalty: 6028.514648
	Iteration 33Q: 3 clusters Score -2.638697e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 188716 members 
Entering Unmasked Estep 
Score: -26387000.000000 Penalty: 6028.514648
	Iteration 34Q: 3 clusters Score -2.6387e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 188748 members 
Entering Unmasked Estep 
Score: -26387018.000000 Penalty: 6028.514648
	Iteration 35Q: 3 clusters Score -2.638702e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 188775 members 
Entering Unmasked Estep 
Score: -26387022.000000 Penalty: 6028.514648
	Iteration 36Q: 3 clusters Score -2.638702e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 188807 members 
Entering Unmasked Estep 
Score: -26387084.000000 Penalty: 6028.514648
	Iteration 37Q: 3 clusters Score -2.638708e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 188823 members 
Entering Unmasked Estep 
Score: -26387084.000000 Penalty: 6028.514648
	Iteration 38Q: 3 clusters Score -2.638708e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 188850 members 
Entering Unmasked Estep 
Score: -26387120.000000 Penalty: 6028.514648
	Iteration 39Q: 3 clusters Score -2.638712e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 188872 members 
Entering Unmasked Estep 
Score: -26387154.000000 Penalty: 6028.514648
	Iteration 40F: 3 clusters Score -2.638715e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 188886 members 
Entering Unmasked Estep 
Score: -26387172.000000 Penalty: 6028.514648
	Iteration 41Q: 3 clusters Score -2.638717e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 188895 members 
Entering Unmasked Estep 
Score: -26387172.000000 Penalty: 6028.514648
	Iteration 42Q: 3 clusters Score -2.638717e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 188905 members 
Entering Unmasked Estep 
Score: -26387194.000000 Penalty: 6028.514648
	Iteration 43Q: 3 clusters Score -2.638719e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 188911 members 
Entering Unmasked Estep 
Score: -26387190.000000 Penalty: 6028.514648
	Iteration 44Q: 3 clusters Score -2.638719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 188918 members 
Entering Unmasked Estep 
Score: -26387200.000000 Penalty: 6028.514648
	Iteration 45Q: 3 clusters Score -2.63872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 188924 members 
Entering Unmasked Estep 
Score: -26387188.000000 Penalty: 6028.514648
	Iteration 46Q: 3 clusters Score -2.638719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 188933 members 
Entering Unmasked Estep 
Score: -26387178.000000 Penalty: 6028.514648
	Iteration 47Q: 3 clusters Score -2.638718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 188941 members 
Entering Unmasked Estep 
Score: -26387200.000000 Penalty: 6028.514648
	Iteration 48Q: 3 clusters Score -2.63872e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 188947 members 
Entering Unmasked Estep 
Score: -26387222.000000 Penalty: 6028.514648
	Iteration 49Q: 3 clusters Score -2.638722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 188954 members 
Entering Unmasked Estep 
Score: -26387216.000000 Penalty: 6028.514648
	Iteration 50Q: 3 clusters Score -2.638722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 188963 members 
Entering Unmasked Estep 
Score: -26387230.000000 Penalty: 6028.514648
	Iteration 51Q: 3 clusters Score -2.638723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 188970 members 
Entering Unmasked Estep 
Score: -26387240.000000 Penalty: 6028.514648
	Iteration 52Q: 3 clusters Score -2.638724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 188973 members 
Entering Unmasked Estep 
Score: -26387228.000000 Penalty: 6028.514648
	Iteration 53Q: 3 clusters Score -2.638723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 188980 members 
Entering Unmasked Estep 
Score: -26387244.000000 Penalty: 6028.514648
	Iteration 54Q: 3 clusters Score -2.638724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 188980 members 
Entering Unmasked Estep 
Score: -26387238.000000 Penalty: 6028.514648
	Iteration 55Q: 3 clusters Score -2.638724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 188981 members 
Entering Unmasked Estep 
Score: -26387242.000000 Penalty: 6028.514648
	Iteration 56Q: 3 clusters Score -2.638724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 188983 members 
Entering Unmasked Estep 
Score: -26387252.000000 Penalty: 6028.514648
	Iteration 57Q: 3 clusters Score -2.638725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 188986 members 
Entering Unmasked Estep 
Score: -26387268.000000 Penalty: 6028.514648
	Iteration 58Q: 3 clusters Score -2.638727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 188987 members 
Entering Unmasked Estep 
Score: -26387264.000000 Penalty: 6028.514648
	Iteration 59Q: 3 clusters Score -2.638726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 188987 members 
Entering Unmasked Estep 
Score: -26387264.000000 Penalty: 6028.514648
	Iteration 60F: 3 clusters Score -2.638726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (128069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128069 members 
Entering Unmasked Estep 
Score: -17834638.000000 Penalty: 2916.560547
	Iteration 0F: 2 clusters Score -1.783464e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63912 members 
Mstep: Class 2 contains 64157 members 
Entering Unmasked Estep 
Score: -17750560.000000 Penalty: 5833.121094
	Iteration 0F: 3 clusters Score -1.775056e+07 nChanged 61032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62146 members 
Mstep: Class 2 contains 65923 members 
Entering Unmasked Estep 
Score: -17785754.000000 Penalty: 5833.121094
	Iteration 1F: 3 clusters Score -1.778575e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61198 members 
Mstep: Class 2 contains 66871 members 
Entering Unmasked Estep 
Score: -17786662.000000 Penalty: 5833.121094
	Iteration 2Q: 3 clusters Score -1.778666e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59766 members 
Mstep: Class 2 contains 68303 members 
Entering Unmasked Estep 
Score: -17787698.000000 Penalty: 5833.121094
	Iteration 3Q: 3 clusters Score -1.77877e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57550 members 
Mstep: Class 2 contains 70519 members 
Entering Unmasked Estep 
Score: -17789344.000000 Penalty: 5833.121094
	Iteration 4Q: 3 clusters Score -1.778934e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 73728 members 
Entering Unmasked Estep 
Score: -17791932.000000 Penalty: 5833.121094
	Iteration 5Q: 3 clusters Score -1.779193e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 78037 members 
Entering Unmasked Estep 
Score: -17795706.000000 Penalty: 5833.121094
	Iteration 6F: 3 clusters Score -1.779571e+07 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 83575 members 
Entering Unmasked Estep 
Score: -17801426.000000 Penalty: 5833.121094
	Iteration 7F: 3 clusters Score -1.780143e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 89693 members 
Entering Unmasked Estep 
Score: -17808570.000000 Penalty: 5833.121094
	Iteration 8F: 3 clusters Score -1.780857e+07 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 95295 members 
Entering Unmasked Estep 
Score: -17815510.000000 Penalty: 5833.121094
	Iteration 9F: 3 clusters Score -1.781551e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 99537 members 
Entering Unmasked Estep 
Score: -17820670.000000 Penalty: 5833.121094
	Iteration 10F: 3 clusters Score -1.782067e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 102719 members 
Entering Unmasked Estep 
Score: -17823784.000000 Penalty: 5833.121094
	Iteration 11Q: 3 clusters Score -1.782378e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 105279 members 
Entering Unmasked Estep 
Score: -17825522.000000 Penalty: 5833.121094
	Iteration 12Q: 3 clusters Score -1.782552e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 107537 members 
Entering Unmasked Estep 
Score: -17826750.000000 Penalty: 5833.121094
	Iteration 13Q: 3 clusters Score -1.782675e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 109536 members 
Entering Unmasked Estep 
Score: -17827558.000000 Penalty: 5833.121094
	Iteration 14Q: 3 clusters Score -1.782756e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 111320 members 
Entering Unmasked Estep 
Score: -17828218.000000 Penalty: 5833.121094
	Iteration 15Q: 3 clusters Score -1.782822e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 112886 members 
Entering Unmasked Estep 
Score: -17828818.000000 Penalty: 5833.121094
	Iteration 16Q: 3 clusters Score -1.782882e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 114347 members 
Entering Unmasked Estep 
Score: -17829336.000000 Penalty: 5833.121094
	Iteration 17Q: 3 clusters Score -1.782934e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 115694 members 
Entering Unmasked Estep 
Score: -17829742.000000 Penalty: 5833.121094
	Iteration 18Q: 3 clusters Score -1.782974e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 116889 members 
Entering Unmasked Estep 
Score: -17830150.000000 Penalty: 5833.121094
	Iteration 19Q: 3 clusters Score -1.783015e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 117959 members 
Entering Unmasked Estep 
Score: -17830418.000000 Penalty: 5833.121094
	Iteration 20F: 3 clusters Score -1.783042e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 118921 members 
Entering Unmasked Estep 
Score: -17830654.000000 Penalty: 5833.121094
	Iteration 21Q: 3 clusters Score -1.783065e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 119768 members 
Entering Unmasked Estep 
Score: -17830862.000000 Penalty: 5833.121094
	Iteration 22Q: 3 clusters Score -1.783086e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 120529 members 
Entering Unmasked Estep 
Score: -17830988.000000 Penalty: 5833.121094
	Iteration 23Q: 3 clusters Score -1.783099e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 121240 members 
Entering Unmasked Estep 
Score: -17831178.000000 Penalty: 5833.121094
	Iteration 24Q: 3 clusters Score -1.783118e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 121875 members 
Entering Unmasked Estep 
Score: -17831346.000000 Penalty: 5833.121094
	Iteration 25Q: 3 clusters Score -1.783135e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 122440 members 
Entering Unmasked Estep 
Score: -17831510.000000 Penalty: 5833.121094
	Iteration 26Q: 3 clusters Score -1.783151e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 122933 members 
Entering Unmasked Estep 
Score: -17831612.000000 Penalty: 5833.121094
	Iteration 27Q: 3 clusters Score -1.783161e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 123359 members 
Entering Unmasked Estep 
Score: -17831696.000000 Penalty: 5833.121094
	Iteration 28Q: 3 clusters Score -1.78317e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 123695 members 
Entering Unmasked Estep 
Score: -17831808.000000 Penalty: 5833.121094
	Iteration 29Q: 3 clusters Score -1.783181e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 123993 members 
Entering Unmasked Estep 
Score: -17831834.000000 Penalty: 5833.121094
	Iteration 30Q: 3 clusters Score -1.783183e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 124235 members 
Entering Unmasked Estep 
Score: -17831836.000000 Penalty: 5833.121094
	Iteration 31Q: 3 clusters Score -1.783184e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 124455 members 
Entering Unmasked Estep 
Score: -17831856.000000 Penalty: 5833.121094
	Iteration 32Q: 3 clusters Score -1.783186e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 124656 members 
Entering Unmasked Estep 
Score: -17831908.000000 Penalty: 5833.121094
	Iteration 33Q: 3 clusters Score -1.783191e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 124838 members 
Entering Unmasked Estep 
Score: -17831958.000000 Penalty: 5833.121094
	Iteration 34Q: 3 clusters Score -1.783196e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 125004 members 
Entering Unmasked Estep 
Score: -17831952.000000 Penalty: 5833.121094
	Iteration 35Q: 3 clusters Score -1.783195e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 125148 members 
Entering Unmasked Estep 
Score: -17831992.000000 Penalty: 5833.121094
	Iteration 36Q: 3 clusters Score -1.783199e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 125275 members 
Entering Unmasked Estep 
Score: -17832034.000000 Penalty: 5833.121094
	Iteration 37Q: 3 clusters Score -1.783203e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 125395 members 
Entering Unmasked Estep 
Score: -17832028.000000 Penalty: 5833.121094
	Iteration 38Q: 3 clusters Score -1.783203e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 125508 members 
Entering Unmasked Estep 
Score: -17832060.000000 Penalty: 5833.121094
	Iteration 39Q: 3 clusters Score -1.783206e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 125608 members 
Entering Unmasked Estep 
Score: -17832094.000000 Penalty: 5833.121094
	Iteration 40F: 3 clusters Score -1.783209e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 125685 members 
Entering Unmasked Estep 
Score: -17832118.000000 Penalty: 5833.121094
	Iteration 41Q: 3 clusters Score -1.783212e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 125760 members 
Entering Unmasked Estep 
Score: -17832132.000000 Penalty: 5833.121094
	Iteration 42Q: 3 clusters Score -1.783213e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 125836 members 
Entering Unmasked Estep 
Score: -17832128.000000 Penalty: 5833.121094
	Iteration 43Q: 3 clusters Score -1.783213e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 125885 members 
Entering Unmasked Estep 
Score: -17832128.000000 Penalty: 5833.121094
	Iteration 44Q: 3 clusters Score -1.783213e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 125937 members 
Entering Unmasked Estep 
Score: -17832128.000000 Penalty: 5833.121094
	Iteration 45Q: 3 clusters Score -1.783213e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 126006 members 
Entering Unmasked Estep 
Score: -17832168.000000 Penalty: 5833.121094
	Iteration 46Q: 3 clusters Score -1.783217e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 126052 members 
Entering Unmasked Estep 
Score: -17832192.000000 Penalty: 5833.121094
	Iteration 47Q: 3 clusters Score -1.783219e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 126093 members 
Entering Unmasked Estep 
Score: -17832212.000000 Penalty: 5833.121094
	Iteration 48Q: 3 clusters Score -1.783221e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 126130 members 
Entering Unmasked Estep 
Score: -17832204.000000 Penalty: 5833.121094
	Iteration 49Q: 3 clusters Score -1.78322e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 126161 members 
Entering Unmasked Estep 
Score: -17832196.000000 Penalty: 5833.121094
	Iteration 50Q: 3 clusters Score -1.78322e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 126185 members 
Entering Unmasked Estep 
Score: -17832230.000000 Penalty: 5833.121094
	Iteration 51Q: 3 clusters Score -1.783223e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 126196 members 
Entering Unmasked Estep 
Score: -17832238.000000 Penalty: 5833.121094
	Iteration 52Q: 3 clusters Score -1.783224e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 126221 members 
Entering Unmasked Estep 
Score: -17832224.000000 Penalty: 5833.121094
	Iteration 53Q: 3 clusters Score -1.783222e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 126233 members 
Entering Unmasked Estep 
Score: -17832232.000000 Penalty: 5833.121094
	Iteration 54Q: 3 clusters Score -1.783223e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 126250 members 
Entering Unmasked Estep 
Score: -17832242.000000 Penalty: 5833.121094
	Iteration 55Q: 3 clusters Score -1.783224e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 126268 members 
Entering Unmasked Estep 
Score: -17832252.000000 Penalty: 5833.121094
	Iteration 56Q: 3 clusters Score -1.783225e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 126287 members 
Entering Unmasked Estep 
Score: -17832236.000000 Penalty: 5833.121094
	Iteration 57Q: 3 clusters Score -1.783224e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 126304 members 
Entering Unmasked Estep 
Score: -17832266.000000 Penalty: 5833.121094
	Iteration 58Q: 3 clusters Score -1.783227e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 126321 members 
Entering Unmasked Estep 
Score: -17832272.000000 Penalty: 5833.121094
	Iteration 59Q: 3 clusters Score -1.783227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 126334 members 
Entering Unmasked Estep 
Score: -17832300.000000 Penalty: 5833.121094
	Iteration 60F: 3 clusters Score -1.78323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 126341 members 
Entering Unmasked Estep 
Score: -17832310.000000 Penalty: 5833.121094
	Iteration 61Q: 3 clusters Score -1.783231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 126348 members 
Entering Unmasked Estep 
Score: -17832310.000000 Penalty: 5833.121094
	Iteration 62Q: 3 clusters Score -1.783231e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 126358 members 
Entering Unmasked Estep 
Score: -17832322.000000 Penalty: 5833.121094
	Iteration 63Q: 3 clusters Score -1.783232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 126360 members 
Entering Unmasked Estep 
Score: -17832316.000000 Penalty: 5833.121094
	Iteration 64Q: 3 clusters Score -1.783232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 126363 members 
Entering Unmasked Estep 
Score: -17832320.000000 Penalty: 5833.121094
	Iteration 65Q: 3 clusters Score -1.783232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 126364 members 
Entering Unmasked Estep 
Score: -17832312.000000 Penalty: 5833.121094
	Iteration 66Q: 3 clusters Score -1.783231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 126365 members 
Entering Unmasked Estep 
Score: -17832314.000000 Penalty: 5833.121094
	Iteration 67Q: 3 clusters Score -1.783231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 126367 members 
Entering Unmasked Estep 
Score: -17832326.000000 Penalty: 5833.121094
	Iteration 68Q: 3 clusters Score -1.783233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 126368 members 
Entering Unmasked Estep 
Score: -17832320.000000 Penalty: 5833.121094
	Iteration 69Q: 3 clusters Score -1.783232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 126370 members 
Entering Unmasked Estep 
Score: -17832318.000000 Penalty: 5833.121094
	Iteration 70Q: 3 clusters Score -1.783232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 126372 members 
Entering Unmasked Estep 
Score: -17832316.000000 Penalty: 5833.121094
	Iteration 71Q: 3 clusters Score -1.783232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 126375 members 
Entering Unmasked Estep 
Score: -17832306.000000 Penalty: 5833.121094
	Iteration 72Q: 3 clusters Score -1.783231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 126377 members 
Entering Unmasked Estep 
Score: -17832314.000000 Penalty: 5833.121094
	Iteration 73Q: 3 clusters Score -1.783231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 126381 members 
Entering Unmasked Estep 
Score: -17832320.000000 Penalty: 5833.121094
	Iteration 74Q: 3 clusters Score -1.783232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 126384 members 
Entering Unmasked Estep 
Score: -17832312.000000 Penalty: 5833.121094
	Iteration 75Q: 3 clusters Score -1.783231e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 126388 members 
Entering Unmasked Estep 
Score: -17832304.000000 Penalty: 5833.121094
	Iteration 76Q: 3 clusters Score -1.78323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 126390 members 
Entering Unmasked Estep 
Score: -17832324.000000 Penalty: 5833.121094
	Iteration 77Q: 3 clusters Score -1.783232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 126391 members 
Entering Unmasked Estep 
Score: -17832320.000000 Penalty: 5833.121094
	Iteration 78Q: 3 clusters Score -1.783232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 126394 members 
Entering Unmasked Estep 
Score: -17832318.000000 Penalty: 5833.121094
	Iteration 79Q: 3 clusters Score -1.783232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 126396 members 
Entering Unmasked Estep 
Score: -17832318.000000 Penalty: 5833.121094
	Iteration 80F: 3 clusters Score -1.783232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 126398 members 
Entering Unmasked Estep 
Score: -17832314.000000 Penalty: 5833.121094
	Iteration 81Q: 3 clusters Score -1.783231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 126402 members 
Entering Unmasked Estep 
Score: -17832314.000000 Penalty: 5833.121094
	Iteration 82Q: 3 clusters Score -1.783231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 126408 members 
Entering Unmasked Estep 
Score: -17832306.000000 Penalty: 5833.121094
	Iteration 83Q: 3 clusters Score -1.783231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 126411 members 
Entering Unmasked Estep 
Score: -17832294.000000 Penalty: 5833.121094
	Iteration 84Q: 3 clusters Score -1.783229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 126415 members 
Entering Unmasked Estep 
Score: -17832292.000000 Penalty: 5833.121094
	Iteration 85Q: 3 clusters Score -1.783229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 126416 members 
Entering Unmasked Estep 
Score: -17832292.000000 Penalty: 5833.121094
	Iteration 86Q: 3 clusters Score -1.783229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 126416 members 
Entering Unmasked Estep 
Score: -17832292.000000 Penalty: 5833.121094
	Iteration 87F: 3 clusters Score -1.783229e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Entering Unmasked Estep 
Score: -435922.781250 Penalty: 2002.821533
	Iteration 0F: 2 clusters Score -435922.8 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 1619 members 
Entering Unmasked Estep 
Score: -432550.187500 Penalty: 4005.643066
	Iteration 0F: 3 clusters Score -432550.2 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -433377.687500 Penalty: 4005.643066
	Iteration 1F: 3 clusters Score -433377.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -433664.906250 Penalty: 4005.643066
	Iteration 2F: 3 clusters Score -433664.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -433894.500000 Penalty: 4005.643066
	Iteration 3F: 3 clusters Score -433894.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -434070.968750 Penalty: 4005.643066
	Iteration 4F: 3 clusters Score -434071 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -434215.937500 Penalty: 4005.643066
	Iteration 5Q: 3 clusters Score -434215.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -434352.375000 Penalty: 4005.643066
	Iteration 6Q: 3 clusters Score -434352.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -434498.562500 Penalty: 4005.643066
	Iteration 7Q: 3 clusters Score -434498.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -434625.781250 Penalty: 4005.643066
	Iteration 8Q: 3 clusters Score -434625.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -434750.906250 Penalty: 4005.643066
	Iteration 9Q: 3 clusters Score -434750.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -434835.781250 Penalty: 4005.643066
	Iteration 10Q: 3 clusters Score -434835.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -434902.156250 Penalty: 4005.643066
	Iteration 11Q: 3 clusters Score -434902.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -434958.093750 Penalty: 4005.643066
	Iteration 12Q: 3 clusters Score -434958.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -434996.187500 Penalty: 4005.643066
	Iteration 13Q: 3 clusters Score -434996.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -435036.125000 Penalty: 4005.643066
	Iteration 14Q: 3 clusters Score -435036.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -435095.906250 Penalty: 4005.643066
	Iteration 15Q: 3 clusters Score -435095.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -435153.906250 Penalty: 4005.643066
	Iteration 16Q: 3 clusters Score -435153.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -435191.906250 Penalty: 4005.643066
	Iteration 17Q: 3 clusters Score -435191.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -435212.531250 Penalty: 4005.643066
	Iteration 18Q: 3 clusters Score -435212.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -435227.250000 Penalty: 4005.643066
	Iteration 19Q: 3 clusters Score -435227.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -435235.406250 Penalty: 4005.643066
	Iteration 20F: 3 clusters Score -435235.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -435243.781250 Penalty: 4005.643066
	Iteration 21Q: 3 clusters Score -435243.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -435246.593750 Penalty: 4005.643066
	Iteration 22Q: 3 clusters Score -435246.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -435249.156250 Penalty: 4005.643066
	Iteration 23Q: 3 clusters Score -435249.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -435250.093750 Penalty: 4005.643066
	Iteration 24Q: 3 clusters Score -435250.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -435251.500000 Penalty: 4005.643066
	Iteration 25Q: 3 clusters Score -435251.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -435254.406250 Penalty: 4005.643066
	Iteration 26Q: 3 clusters Score -435254.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -435255.906250 Penalty: 4005.643066
	Iteration 27Q: 3 clusters Score -435255.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -435258.062500 Penalty: 4005.643066
	Iteration 28Q: 3 clusters Score -435258.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -435259.281250 Penalty: 4005.643066
	Iteration 29Q: 3 clusters Score -435259.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -435259.281250 Penalty: 4005.643066
	Iteration 30F: 3 clusters Score -435259.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Entering Unmasked Estep 
Score: -3846062.250000 Penalty: 2544.316895
	Iteration 0F: 2 clusters Score -3846062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -3826472.250000 Penalty: 5088.633789
	Iteration 0F: 3 clusters Score -3826472 nChanged 12758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -3833532.500000 Penalty: 5088.633789
	Iteration 1F: 3 clusters Score -3833532 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3834244.000000 Penalty: 5088.633789
	Iteration 2F: 3 clusters Score -3834244 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -3834973.750000 Penalty: 5088.633789
	Iteration 3F: 3 clusters Score -3834974 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -3835770.250000 Penalty: 5088.633789
	Iteration 4F: 3 clusters Score -3835770 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3836557.500000 Penalty: 5088.633789
	Iteration 5F: 3 clusters Score -3836558 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3837457.250000 Penalty: 5088.633789
	Iteration 6F: 3 clusters Score -3837457 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -3838433.500000 Penalty: 5088.633789
	Iteration 7F: 3 clusters Score -3838434 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -3839469.500000 Penalty: 5088.633789
	Iteration 8F: 3 clusters Score -3839470 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -3840522.500000 Penalty: 5088.633789
	Iteration 9F: 3 clusters Score -3840522 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -3841504.500000 Penalty: 5088.633789
	Iteration 10Q: 3 clusters Score -3841504 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -3842315.750000 Penalty: 5088.633789
	Iteration 11Q: 3 clusters Score -3842316 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -3842942.000000 Penalty: 5088.633789
	Iteration 12Q: 3 clusters Score -3842942 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -3843462.500000 Penalty: 5088.633789
	Iteration 13Q: 3 clusters Score -3843462 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -3843903.750000 Penalty: 5088.633789
	Iteration 14Q: 3 clusters Score -3843904 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -3844325.500000 Penalty: 5088.633789
	Iteration 15Q: 3 clusters Score -3844326 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -3844603.250000 Penalty: 5088.633789
	Iteration 16Q: 3 clusters Score -3844603 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -3844800.500000 Penalty: 5088.633789
	Iteration 17Q: 3 clusters Score -3844800 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3844884.500000 Penalty: 5088.633789
	Iteration 18Q: 3 clusters Score -3844884 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -3844977.750000 Penalty: 5088.633789
	Iteration 19Q: 3 clusters Score -3844978 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -3845039.000000 Penalty: 5088.633789
	Iteration 20F: 3 clusters Score -3845039 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -3845068.500000 Penalty: 5088.633789
	Iteration 21Q: 3 clusters Score -3845068 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -3845115.250000 Penalty: 5088.633789
	Iteration 22Q: 3 clusters Score -3845115 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -3845152.250000 Penalty: 5088.633789
	Iteration 23Q: 3 clusters Score -3845152 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -3845166.000000 Penalty: 5088.633789
	Iteration 24Q: 3 clusters Score -3845166 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -3845193.000000 Penalty: 5088.633789
	Iteration 25Q: 3 clusters Score -3845193 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -3845197.750000 Penalty: 5088.633789
	Iteration 26Q: 3 clusters Score -3845198 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -3845214.000000 Penalty: 5088.633789
	Iteration 27Q: 3 clusters Score -3845214 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -3845211.750000 Penalty: 5088.633789
	Iteration 28Q: 3 clusters Score -3845212 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -3845213.750000 Penalty: 5088.633789
	Iteration 29Q: 3 clusters Score -3845214 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -3845239.500000 Penalty: 5088.633789
	Iteration 30Q: 3 clusters Score -3845240 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -3845257.250000 Penalty: 5088.633789
	Iteration 31Q: 3 clusters Score -3845257 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -3845267.250000 Penalty: 5088.633789
	Iteration 32Q: 3 clusters Score -3845267 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -3845271.250000 Penalty: 5088.633789
	Iteration 33Q: 3 clusters Score -3845271 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -3845278.500000 Penalty: 5088.633789
	Iteration 34Q: 3 clusters Score -3845278 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -3845277.250000 Penalty: 5088.633789
	Iteration 35Q: 3 clusters Score -3845277 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -3845282.250000 Penalty: 5088.633789
	Iteration 36Q: 3 clusters Score -3845282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -3845293.250000 Penalty: 5088.633789
	Iteration 37Q: 3 clusters Score -3845293 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -3845302.000000 Penalty: 5088.633789
	Iteration 38Q: 3 clusters Score -3845302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -3845306.500000 Penalty: 5088.633789
	Iteration 39Q: 3 clusters Score -3845306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -3845306.250000 Penalty: 5088.633789
	Iteration 40F: 3 clusters Score -3845306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -3845311.500000 Penalty: 5088.633789
	Iteration 41Q: 3 clusters Score -3845312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -3845316.250000 Penalty: 5088.633789
	Iteration 42Q: 3 clusters Score -3845316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -3845314.250000 Penalty: 5088.633789
	Iteration 43Q: 3 clusters Score -3845314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -3845315.500000 Penalty: 5088.633789
	Iteration 44Q: 3 clusters Score -3845316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -3845322.750000 Penalty: 5088.633789
	Iteration 45Q: 3 clusters Score -3845323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -3845328.750000 Penalty: 5088.633789
	Iteration 46Q: 3 clusters Score -3845329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -3845327.000000 Penalty: 5088.633789
	Iteration 47Q: 3 clusters Score -3845327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -3845328.750000 Penalty: 5088.633789
	Iteration 48Q: 3 clusters Score -3845329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -3845328.750000 Penalty: 5088.633789
	Iteration 49Q: 3 clusters Score -3845329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -3845328.250000 Penalty: 5088.633789
	Iteration 50Q: 3 clusters Score -3845328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -3845328.750000 Penalty: 5088.633789
	Iteration 51Q: 3 clusters Score -3845329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -3845336.000000 Penalty: 5088.633789
	Iteration 52Q: 3 clusters Score -3845336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -3845335.000000 Penalty: 5088.633789
	Iteration 53Q: 3 clusters Score -3845335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -3845331.750000 Penalty: 5088.633789
	Iteration 54Q: 3 clusters Score -3845332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -3845332.000000 Penalty: 5088.633789
	Iteration 55Q: 3 clusters Score -3845332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -3845329.000000 Penalty: 5088.633789
	Iteration 56Q: 3 clusters Score -3845329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -3845334.000000 Penalty: 5088.633789
	Iteration 57Q: 3 clusters Score -3845334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -3845333.000000 Penalty: 5088.633789
	Iteration 58Q: 3 clusters Score -3845333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -3845329.000000 Penalty: 5088.633789
	Iteration 59Q: 3 clusters Score -3845329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -3845328.750000 Penalty: 5088.633789
	Iteration 60F: 3 clusters Score -3845329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -3845325.000000 Penalty: 5088.633789
	Iteration 61Q: 3 clusters Score -3845325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -3845325.500000 Penalty: 5088.633789
	Iteration 62Q: 3 clusters Score -3845326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -3845326.500000 Penalty: 5088.633789
	Iteration 63Q: 3 clusters Score -3845326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -3845328.250000 Penalty: 5088.633789
	Iteration 64Q: 3 clusters Score -3845328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -3845329.000000 Penalty: 5088.633789
	Iteration 65Q: 3 clusters Score -3845329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -3845329.000000 Penalty: 5088.633789
	Iteration 66F: 3 clusters Score -3845329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Entering Unmasked Estep 
Score: -395705.531250 Penalty: 1977.769409
	Iteration 0F: 2 clusters Score -395705.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -392510.687500 Penalty: 3955.538818
	Iteration 0F: 3 clusters Score -392510.7 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -393148.718750 Penalty: 3955.538818
	Iteration 1F: 3 clusters Score -393148.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -393318.375000 Penalty: 3955.538818
	Iteration 2F: 3 clusters Score -393318.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -393417.906250 Penalty: 3955.538818
	Iteration 3Q: 3 clusters Score -393417.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -393492.250000 Penalty: 3955.538818
	Iteration 4Q: 3 clusters Score -393492.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -393531.562500 Penalty: 3955.538818
	Iteration 5Q: 3 clusters Score -393531.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -393559.343750 Penalty: 3955.538818
	Iteration 6Q: 3 clusters Score -393559.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -393582.031250 Penalty: 3955.538818
	Iteration 7Q: 3 clusters Score -393582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -393603.968750 Penalty: 3955.538818
	Iteration 8Q: 3 clusters Score -393604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -393621.250000 Penalty: 3955.538818
	Iteration 9Q: 3 clusters Score -393621.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -393635.656250 Penalty: 3955.538818
	Iteration 10Q: 3 clusters Score -393635.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -393645.375000 Penalty: 3955.538818
	Iteration 11Q: 3 clusters Score -393645.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -393655.468750 Penalty: 3955.538818
	Iteration 12Q: 3 clusters Score -393655.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -393660.156250 Penalty: 3955.538818
	Iteration 13Q: 3 clusters Score -393660.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -393662.593750 Penalty: 3955.538818
	Iteration 14Q: 3 clusters Score -393662.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -393663.906250 Penalty: 3955.538818
	Iteration 15Q: 3 clusters Score -393663.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -393665.281250 Penalty: 3955.538818
	Iteration 16Q: 3 clusters Score -393665.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -393666.625000 Penalty: 3955.538818
	Iteration 17Q: 3 clusters Score -393666.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -393670.468750 Penalty: 3955.538818
	Iteration 18Q: 3 clusters Score -393670.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -393676.343750 Penalty: 3955.538818
	Iteration 19Q: 3 clusters Score -393676.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -393684.718750 Penalty: 3955.538818
	Iteration 20F: 3 clusters Score -393684.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -393689.343750 Penalty: 3955.538818
	Iteration 21Q: 3 clusters Score -393689.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -393690.968750 Penalty: 3955.538818
	Iteration 22Q: 3 clusters Score -393691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -393692.875000 Penalty: 3955.538818
	Iteration 23Q: 3 clusters Score -393692.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -393693.625000 Penalty: 3955.538818
	Iteration 24Q: 3 clusters Score -393693.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -393694.343750 Penalty: 3955.538818
	Iteration 25Q: 3 clusters Score -393694.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -393696.937500 Penalty: 3955.538818
	Iteration 26Q: 3 clusters Score -393696.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -393698.375000 Penalty: 3955.538818
	Iteration 27Q: 3 clusters Score -393698.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -393700.125000 Penalty: 3955.538818
	Iteration 28Q: 3 clusters Score -393700.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -393704.593750 Penalty: 3955.538818
	Iteration 29Q: 3 clusters Score -393704.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -393706.625000 Penalty: 3955.538818
	Iteration 30Q: 3 clusters Score -393706.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -393707.218750 Penalty: 3955.538818
	Iteration 31Q: 3 clusters Score -393707.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -393708.250000 Penalty: 3955.538818
	Iteration 32Q: 3 clusters Score -393708.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -393710.000000 Penalty: 3955.538818
	Iteration 33Q: 3 clusters Score -393710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -393712.156250 Penalty: 3955.538818
	Iteration 34Q: 3 clusters Score -393712.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -393712.843750 Penalty: 3955.538818
	Iteration 35Q: 3 clusters Score -393712.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -393713.187500 Penalty: 3955.538818
	Iteration 36Q: 3 clusters Score -393713.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -393714.000000 Penalty: 3955.538818
	Iteration 37Q: 3 clusters Score -393714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -393714.000000 Penalty: 3955.538818
	Iteration 38F: 3 clusters Score -393714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Entering Unmasked Estep 
Score: -923370.062500 Penalty: 2193.216553
	Iteration 0F: 2 clusters Score -923370.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -917666.937500 Penalty: 4386.433105
	Iteration 0F: 3 clusters Score -917666.9 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -919308.437500 Penalty: 4386.433105
	Iteration 1F: 3 clusters Score -919308.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -919770.562500 Penalty: 4386.433105
	Iteration 2F: 3 clusters Score -919770.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -920162.250000 Penalty: 4386.433105
	Iteration 3F: 3 clusters Score -920162.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -920520.125000 Penalty: 4386.433105
	Iteration 4F: 3 clusters Score -920520.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -920858.000000 Penalty: 4386.433105
	Iteration 5F: 3 clusters Score -920858 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -921220.000000 Penalty: 4386.433105
	Iteration 6F: 3 clusters Score -921220 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -921567.000000 Penalty: 4386.433105
	Iteration 7F: 3 clusters Score -921567 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -921867.000000 Penalty: 4386.433105
	Iteration 8Q: 3 clusters Score -921867 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -922151.000000 Penalty: 4386.433105
	Iteration 9Q: 3 clusters Score -922151 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -922392.687500 Penalty: 4386.433105
	Iteration 10Q: 3 clusters Score -922392.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -922559.875000 Penalty: 4386.433105
	Iteration 11Q: 3 clusters Score -922559.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -922684.000000 Penalty: 4386.433105
	Iteration 12Q: 3 clusters Score -922684 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -922754.562500 Penalty: 4386.433105
	Iteration 13Q: 3 clusters Score -922754.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -922820.000000 Penalty: 4386.433105
	Iteration 14Q: 3 clusters Score -922820 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -922892.625000 Penalty: 4386.433105
	Iteration 15Q: 3 clusters Score -922892.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -922993.687500 Penalty: 4386.433105
	Iteration 16Q: 3 clusters Score -922993.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -923072.250000 Penalty: 4386.433105
	Iteration 17Q: 3 clusters Score -923072.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -923118.875000 Penalty: 4386.433105
	Iteration 18Q: 3 clusters Score -923118.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -923152.312500 Penalty: 4386.433105
	Iteration 19Q: 3 clusters Score -923152.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -923179.187500 Penalty: 4386.433105
	Iteration 20F: 3 clusters Score -923179.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -923193.062500 Penalty: 4386.433105
	Iteration 21Q: 3 clusters Score -923193.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -923199.937500 Penalty: 4386.433105
	Iteration 22Q: 3 clusters Score -923199.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -923204.625000 Penalty: 4386.433105
	Iteration 23Q: 3 clusters Score -923204.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -923208.437500 Penalty: 4386.433105
	Iteration 24Q: 3 clusters Score -923208.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -923208.750000 Penalty: 4386.433105
	Iteration 25Q: 3 clusters Score -923208.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -923213.000000 Penalty: 4386.433105
	Iteration 26Q: 3 clusters Score -923213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -923215.312500 Penalty: 4386.433105
	Iteration 27Q: 3 clusters Score -923215.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -923219.062500 Penalty: 4386.433105
	Iteration 28Q: 3 clusters Score -923219.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -923218.812500 Penalty: 4386.433105
	Iteration 29Q: 3 clusters Score -923218.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -923219.062500 Penalty: 4386.433105
	Iteration 30Q: 3 clusters Score -923219.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -923217.812500 Penalty: 4386.433105
	Iteration 31Q: 3 clusters Score -923217.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -923218.312500 Penalty: 4386.433105
	Iteration 32Q: 3 clusters Score -923218.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -923219.625000 Penalty: 4386.433105
	Iteration 33Q: 3 clusters Score -923219.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -923218.937500 Penalty: 4386.433105
	Iteration 34Q: 3 clusters Score -923218.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -923222.000000 Penalty: 4386.433105
	Iteration 35Q: 3 clusters Score -923222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -923220.000000 Penalty: 4386.433105
	Iteration 36Q: 3 clusters Score -923220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -923222.250000 Penalty: 4386.433105
	Iteration 37Q: 3 clusters Score -923222.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -923220.625000 Penalty: 4386.433105
	Iteration 38Q: 3 clusters Score -923220.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -923220.625000 Penalty: 4386.433105
	Iteration 39F: 3 clusters Score -923220.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -44965.480469 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -44965.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43620.042969 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -43620.04 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43763.988281 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -43763.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43810.144531 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -43810.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43837.300781 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -43837.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -43845.058594 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -43845.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43846.089844 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -43846.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -43849.304688 Penalty: 2918.127930
	Iteration 6Q: 3 clusters Score -43849.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -43849.304688 Penalty: 2918.127930
	Iteration 7F: 3 clusters Score -43849.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56554 members 
Entering Unmasked Estep 
Score: -7943383.500000 Penalty: 2713.851807
	Iteration 0F: 2 clusters Score -7943384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -7905441.500000 Penalty: 5427.703613
	Iteration 0F: 3 clusters Score -7905442 nChanged 26127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -7919779.500000 Penalty: 5427.703613
	Iteration 1F: 3 clusters Score -7919780 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -7920534.000000 Penalty: 5427.703613
	Iteration 2Q: 3 clusters Score -7920534 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -7921356.000000 Penalty: 5427.703613
	Iteration 3Q: 3 clusters Score -7921356 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -7922533.500000 Penalty: 5427.703613
	Iteration 4Q: 3 clusters Score -7922534 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -7924478.000000 Penalty: 5427.703613
	Iteration 5F: 3 clusters Score -7924478 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -7927427.000000 Penalty: 5427.703613
	Iteration 6F: 3 clusters Score -7927427 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -7931329.000000 Penalty: 5427.703613
	Iteration 7F: 3 clusters Score -7931329 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -7935426.000000 Penalty: 5427.703613
	Iteration 8F: 3 clusters Score -7935426 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -7938186.000000 Penalty: 5427.703613
	Iteration 9Q: 3 clusters Score -7938186 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -7939492.000000 Penalty: 5427.703613
	Iteration 10Q: 3 clusters Score -7939492 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50490 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -7940138.500000 Penalty: 5427.703613
	Iteration 11Q: 3 clusters Score -7940138 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -7940510.000000 Penalty: 5427.703613
	Iteration 12Q: 3 clusters Score -7940510 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51651 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -7940783.500000 Penalty: 5427.703613
	Iteration 13Q: 3 clusters Score -7940784 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -7940965.500000 Penalty: 5427.703613
	Iteration 14Q: 3 clusters Score -7940966 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52393 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -7941086.500000 Penalty: 5427.703613
	Iteration 15Q: 3 clusters Score -7941086 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -7941225.000000 Penalty: 5427.703613
	Iteration 16Q: 3 clusters Score -7941225 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52922 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -7941302.000000 Penalty: 5427.703613
	Iteration 17Q: 3 clusters Score -7941302 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -7941387.500000 Penalty: 5427.703613
	Iteration 18Q: 3 clusters Score -7941388 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53332 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -7941467.000000 Penalty: 5427.703613
	Iteration 19Q: 3 clusters Score -7941467 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -7941528.500000 Penalty: 5427.703613
	Iteration 20F: 3 clusters Score -7941528 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53676 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -7941592.000000 Penalty: 5427.703613
	Iteration 21Q: 3 clusters Score -7941592 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -7941647.000000 Penalty: 5427.703613
	Iteration 22Q: 3 clusters Score -7941647 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53975 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -7941689.000000 Penalty: 5427.703613
	Iteration 23Q: 3 clusters Score -7941689 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54093 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -7941722.500000 Penalty: 5427.703613
	Iteration 24Q: 3 clusters Score -7941722 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -7941751.500000 Penalty: 5427.703613
	Iteration 25Q: 3 clusters Score -7941752 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -7941785.000000 Penalty: 5427.703613
	Iteration 26Q: 3 clusters Score -7941785 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54366 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -7941826.500000 Penalty: 5427.703613
	Iteration 27Q: 3 clusters Score -7941826 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54451 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -7941850.500000 Penalty: 5427.703613
	Iteration 28Q: 3 clusters Score -7941850 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -7941871.000000 Penalty: 5427.703613
	Iteration 29Q: 3 clusters Score -7941871 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54557 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -7941888.500000 Penalty: 5427.703613
	Iteration 30Q: 3 clusters Score -7941888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -7941900.500000 Penalty: 5427.703613
	Iteration 31Q: 3 clusters Score -7941900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54617 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -7941911.500000 Penalty: 5427.703613
	Iteration 32Q: 3 clusters Score -7941912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54649 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -7941916.500000 Penalty: 5427.703613
	Iteration 33Q: 3 clusters Score -7941916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -7941926.500000 Penalty: 5427.703613
	Iteration 34Q: 3 clusters Score -7941926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -7941945.500000 Penalty: 5427.703613
	Iteration 35Q: 3 clusters Score -7941946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54752 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -7941940.000000 Penalty: 5427.703613
	Iteration 36Q: 3 clusters Score -7941940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -7941968.000000 Penalty: 5427.703613
	Iteration 37Q: 3 clusters Score -7941968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -7941961.000000 Penalty: 5427.703613
	Iteration 38Q: 3 clusters Score -7941961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54825 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -7941977.500000 Penalty: 5427.703613
	Iteration 39Q: 3 clusters Score -7941978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -7941971.500000 Penalty: 5427.703613
	Iteration 40F: 3 clusters Score -7941972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54868 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -7941979.500000 Penalty: 5427.703613
	Iteration 41Q: 3 clusters Score -7941980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54891 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -7941980.500000 Penalty: 5427.703613
	Iteration 42Q: 3 clusters Score -7941980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7941995.000000 Penalty: 5427.703613
	Iteration 43Q: 3 clusters Score -7941995 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -7942007.500000 Penalty: 5427.703613
	Iteration 44Q: 3 clusters Score -7942008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -7942005.000000 Penalty: 5427.703613
	Iteration 45Q: 3 clusters Score -7942005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -7942012.000000 Penalty: 5427.703613
	Iteration 46Q: 3 clusters Score -7942012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -7942008.500000 Penalty: 5427.703613
	Iteration 47Q: 3 clusters Score -7942008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54994 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -7942017.000000 Penalty: 5427.703613
	Iteration 48Q: 3 clusters Score -7942017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -7942022.000000 Penalty: 5427.703613
	Iteration 49Q: 3 clusters Score -7942022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -7942017.500000 Penalty: 5427.703613
	Iteration 50Q: 3 clusters Score -7942018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7942036.000000 Penalty: 5427.703613
	Iteration 51Q: 3 clusters Score -7942036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -7942030.000000 Penalty: 5427.703613
	Iteration 52Q: 3 clusters Score -7942030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -7942037.000000 Penalty: 5427.703613
	Iteration 53Q: 3 clusters Score -7942037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55082 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -7942039.000000 Penalty: 5427.703613
	Iteration 54Q: 3 clusters Score -7942039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -7942054.000000 Penalty: 5427.703613
	Iteration 55Q: 3 clusters Score -7942054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -7942054.500000 Penalty: 5427.703613
	Iteration 56Q: 3 clusters Score -7942054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55095 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -7942053.000000 Penalty: 5427.703613
	Iteration 57Q: 3 clusters Score -7942053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -7942053.500000 Penalty: 5427.703613
	Iteration 58Q: 3 clusters Score -7942054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55100 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -7942043.500000 Penalty: 5427.703613
	Iteration 59Q: 3 clusters Score -7942044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -7942045.000000 Penalty: 5427.703613
	Iteration 60F: 3 clusters Score -7942045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -7942048.500000 Penalty: 5427.703613
	Iteration 61Q: 3 clusters Score -7942048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -7942048.500000 Penalty: 5427.703613
	Iteration 62F: 3 clusters Score -7942048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Entering Unmasked Estep 
Score: -2433931.000000 Penalty: 2426.913574
	Iteration 0F: 2 clusters Score -2433931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2421223.000000 Penalty: 4853.827148
	Iteration 0F: 3 clusters Score -2421223 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2425494.250000 Penalty: 4853.827148
	Iteration 1F: 3 clusters Score -2425494 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2426139.750000 Penalty: 4853.827148
	Iteration 2F: 3 clusters Score -2426140 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2426716.000000 Penalty: 4853.827148
	Iteration 3F: 3 clusters Score -2426716 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2427205.500000 Penalty: 4853.827148
	Iteration 4F: 3 clusters Score -2427206 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2427693.000000 Penalty: 4853.827148
	Iteration 5F: 3 clusters Score -2427693 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2428248.750000 Penalty: 4853.827148
	Iteration 6F: 3 clusters Score -2428249 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2428899.000000 Penalty: 4853.827148
	Iteration 7F: 3 clusters Score -2428899 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2429578.500000 Penalty: 4853.827148
	Iteration 8F: 3 clusters Score -2429578 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2430212.750000 Penalty: 4853.827148
	Iteration 9Q: 3 clusters Score -2430213 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2430721.000000 Penalty: 4853.827148
	Iteration 10Q: 3 clusters Score -2430721 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2431105.250000 Penalty: 4853.827148
	Iteration 11Q: 3 clusters Score -2431105 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2431392.250000 Penalty: 4853.827148
	Iteration 12Q: 3 clusters Score -2431392 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2431586.250000 Penalty: 4853.827148
	Iteration 13Q: 3 clusters Score -2431586 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2431729.750000 Penalty: 4853.827148
	Iteration 14Q: 3 clusters Score -2431730 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2431819.250000 Penalty: 4853.827148
	Iteration 15Q: 3 clusters Score -2431819 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2431878.500000 Penalty: 4853.827148
	Iteration 16Q: 3 clusters Score -2431878 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2431910.500000 Penalty: 4853.827148
	Iteration 17Q: 3 clusters Score -2431910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2431934.000000 Penalty: 4853.827148
	Iteration 18Q: 3 clusters Score -2431934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2431955.500000 Penalty: 4853.827148
	Iteration 19Q: 3 clusters Score -2431956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2431966.750000 Penalty: 4853.827148
	Iteration 20F: 3 clusters Score -2431967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2431985.000000 Penalty: 4853.827148
	Iteration 21Q: 3 clusters Score -2431985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2431997.500000 Penalty: 4853.827148
	Iteration 22Q: 3 clusters Score -2431998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2432006.500000 Penalty: 4853.827148
	Iteration 23Q: 3 clusters Score -2432006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2432005.750000 Penalty: 4853.827148
	Iteration 24Q: 3 clusters Score -2432006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2432009.250000 Penalty: 4853.827148
	Iteration 25Q: 3 clusters Score -2432009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2432007.000000 Penalty: 4853.827148
	Iteration 26Q: 3 clusters Score -2432007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2432007.000000 Penalty: 4853.827148
	Iteration 27F: 3 clusters Score -2432007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Entering Unmasked Estep 
Score: -1679342.875000 Penalty: 2342.148438
	Iteration 0F: 2 clusters Score -1679343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1670027.750000 Penalty: 4684.296875
	Iteration 0F: 3 clusters Score -1670028 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1672933.750000 Penalty: 4684.296875
	Iteration 1F: 3 clusters Score -1672934 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1673337.000000 Penalty: 4684.296875
	Iteration 2F: 3 clusters Score -1673337 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1673648.500000 Penalty: 4684.296875
	Iteration 3F: 3 clusters Score -1673648 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1673905.125000 Penalty: 4684.296875
	Iteration 4Q: 3 clusters Score -1673905 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1674122.625000 Penalty: 4684.296875
	Iteration 5Q: 3 clusters Score -1674123 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1674301.125000 Penalty: 4684.296875
	Iteration 6Q: 3 clusters Score -1674301 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1674459.500000 Penalty: 4684.296875
	Iteration 7Q: 3 clusters Score -1674460 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1674604.500000 Penalty: 4684.296875
	Iteration 8Q: 3 clusters Score -1674604 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1674751.500000 Penalty: 4684.296875
	Iteration 9Q: 3 clusters Score -1674752 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1674897.875000 Penalty: 4684.296875
	Iteration 10Q: 3 clusters Score -1674898 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1675058.125000 Penalty: 4684.296875
	Iteration 11Q: 3 clusters Score -1675058 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1675224.125000 Penalty: 4684.296875
	Iteration 12Q: 3 clusters Score -1675224 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1675388.625000 Penalty: 4684.296875
	Iteration 13Q: 3 clusters Score -1675389 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1675569.125000 Penalty: 4684.296875
	Iteration 14Q: 3 clusters Score -1675569 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1675750.500000 Penalty: 4684.296875
	Iteration 15Q: 3 clusters Score -1675750 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1675914.375000 Penalty: 4684.296875
	Iteration 16Q: 3 clusters Score -1675914 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1676044.250000 Penalty: 4684.296875
	Iteration 17Q: 3 clusters Score -1676044 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1676151.125000 Penalty: 4684.296875
	Iteration 18Q: 3 clusters Score -1676151 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1676213.750000 Penalty: 4684.296875
	Iteration 19Q: 3 clusters Score -1676214 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1676263.750000 Penalty: 4684.296875
	Iteration 20F: 3 clusters Score -1676264 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1676297.375000 Penalty: 4684.296875
	Iteration 21Q: 3 clusters Score -1676297 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1676331 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1676353 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1676372 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1676374.500000 Penalty: 4684.296875
	Iteration 25Q: 3 clusters Score -1676374 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1676383.625000 Penalty: 4684.296875
	Iteration 26Q: 3 clusters Score -1676384 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1676397.000000 Penalty: 4684.296875
	Iteration 27Q: 3 clusters Score -1676397 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1676404.875000 Penalty: 4684.296875
	Iteration 28Q: 3 clusters Score -1676405 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1676422.375000 Penalty: 4684.296875
	Iteration 29Q: 3 clusters Score -1676422 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1676438.125000 Penalty: 4684.296875
	Iteration 30Q: 3 clusters Score -1676438 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1676461.750000 Penalty: 4684.296875
	Iteration 31Q: 3 clusters Score -1676462 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1676492.875000 Penalty: 4684.296875
	Iteration 32Q: 3 clusters Score -1676493 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1676531.875000 Penalty: 4684.296875
	Iteration 33Q: 3 clusters Score -1676532 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1676562.125000 Penalty: 4684.296875
	Iteration 34Q: 3 clusters Score -1676562 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1676595.500000 Penalty: 4684.296875
	Iteration 35Q: 3 clusters Score -1676596 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1676622.375000 Penalty: 4684.296875
	Iteration 36Q: 3 clusters Score -1676622 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1676656.625000 Penalty: 4684.296875
	Iteration 37Q: 3 clusters Score -1676657 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1676701.000000 Penalty: 4684.296875
	Iteration 38Q: 3 clusters Score -1676701 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1676728.750000 Penalty: 4684.296875
	Iteration 39Q: 3 clusters Score -1676729 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1676747.750000 Penalty: 4684.296875
	Iteration 40F: 3 clusters Score -1676748 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1676767.625000 Penalty: 4684.296875
	Iteration 41Q: 3 clusters Score -1676768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1676795 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1676820.000000 Penalty: 4684.296875
	Iteration 43Q: 3 clusters Score -1676820 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1676849.375000 Penalty: 4684.296875
	Iteration 44Q: 3 clusters Score -1676849 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1676863.125000 Penalty: 4684.296875
	Iteration 45Q: 3 clusters Score -1676863 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1676881.250000 Penalty: 4684.296875
	Iteration 46Q: 3 clusters Score -1676881 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1676896.625000 Penalty: 4684.296875
	Iteration 47Q: 3 clusters Score -1676897 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1676910.375000 Penalty: 4684.296875
	Iteration 48Q: 3 clusters Score -1676910 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1676914.000000 Penalty: 4684.296875
	Iteration 49Q: 3 clusters Score -1676914 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1676927.750000 Penalty: 4684.296875
	Iteration 50Q: 3 clusters Score -1676928 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1676937.250000 Penalty: 4684.296875
	Iteration 51Q: 3 clusters Score -1676937 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1676945.875000 Penalty: 4684.296875
	Iteration 52Q: 3 clusters Score -1676946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1676952.500000 Penalty: 4684.296875
	Iteration 53Q: 3 clusters Score -1676952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1676960.125000 Penalty: 4684.296875
	Iteration 54Q: 3 clusters Score -1676960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1676968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1676972.250000 Penalty: 4684.296875
	Iteration 56Q: 3 clusters Score -1676972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1676983.625000 Penalty: 4684.296875
	Iteration 57Q: 3 clusters Score -1676984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1676987.625000 Penalty: 4684.296875
	Iteration 58Q: 3 clusters Score -1676988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1677000.375000 Penalty: 4684.296875
	Iteration 59Q: 3 clusters Score -1677000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1677005.125000 Penalty: 4684.296875
	Iteration 60F: 3 clusters Score -1677005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1677010.000000 Penalty: 4684.296875
	Iteration 61Q: 3 clusters Score -1677010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1677013.000000 Penalty: 4684.296875
	Iteration 62Q: 3 clusters Score -1677013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1677021.000000 Penalty: 4684.296875
	Iteration 63Q: 3 clusters Score -1677021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1677027.500000 Penalty: 4684.296875
	Iteration 64Q: 3 clusters Score -1677028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1677029.250000 Penalty: 4684.296875
	Iteration 65Q: 3 clusters Score -1677029 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1677035.125000 Penalty: 4684.296875
	Iteration 66Q: 3 clusters Score -1677035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1677040.125000 Penalty: 4684.296875
	Iteration 67Q: 3 clusters Score -1677040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1677049.000000 Penalty: 4684.296875
	Iteration 68Q: 3 clusters Score -1677049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1677051.625000 Penalty: 4684.296875
	Iteration 69Q: 3 clusters Score -1677052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1677057.125000 Penalty: 4684.296875
	Iteration 70Q: 3 clusters Score -1677057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1677063.125000 Penalty: 4684.296875
	Iteration 71Q: 3 clusters Score -1677063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1677068.250000 Penalty: 4684.296875
	Iteration 72Q: 3 clusters Score -1677068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1677070.125000 Penalty: 4684.296875
	Iteration 73Q: 3 clusters Score -1677070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1677074.625000 Penalty: 4684.296875
	Iteration 74Q: 3 clusters Score -1677075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1677076.000000 Penalty: 4684.296875
	Iteration 75Q: 3 clusters Score -1677076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1677082.875000 Penalty: 4684.296875
	Iteration 76Q: 3 clusters Score -1677083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1677080.875000 Penalty: 4684.296875
	Iteration 77Q: 3 clusters Score -1677081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1677084.000000 Penalty: 4684.296875
	Iteration 78Q: 3 clusters Score -1677084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1677086.500000 Penalty: 4684.296875
	Iteration 79Q: 3 clusters Score -1677086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1677084.500000 Penalty: 4684.296875
	Iteration 80F: 3 clusters Score -1677084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1677089.250000 Penalty: 4684.296875
	Iteration 81Q: 3 clusters Score -1677089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1677089.625000 Penalty: 4684.296875
	Iteration 82Q: 3 clusters Score -1677090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1677091.875000 Penalty: 4684.296875
	Iteration 83Q: 3 clusters Score -1677092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1677087.000000 Penalty: 4684.296875
	Iteration 84Q: 3 clusters Score -1677087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1677090.000000 Penalty: 4684.296875
	Iteration 85Q: 3 clusters Score -1677090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1677092.125000 Penalty: 4684.296875
	Iteration 86Q: 3 clusters Score -1677092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1677093.125000 Penalty: 4684.296875
	Iteration 87Q: 3 clusters Score -1677093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1677097.750000 Penalty: 4684.296875
	Iteration 88Q: 3 clusters Score -1677098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1677101.375000 Penalty: 4684.296875
	Iteration 89Q: 3 clusters Score -1677101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1677102.875000 Penalty: 4684.296875
	Iteration 90Q: 3 clusters Score -1677103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1677101.125000 Penalty: 4684.296875
	Iteration 91Q: 3 clusters Score -1677101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1677104.875000 Penalty: 4684.296875
	Iteration 92Q: 3 clusters Score -1677105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1677106.125000 Penalty: 4684.296875
	Iteration 93Q: 3 clusters Score -1677106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1677107.500000 Penalty: 4684.296875
	Iteration 94Q: 3 clusters Score -1677108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1677105.875000 Penalty: 4684.296875
	Iteration 95Q: 3 clusters Score -1677106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1677107.000000 Penalty: 4684.296875
	Iteration 96Q: 3 clusters Score -1677107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1677112.250000 Penalty: 4684.296875
	Iteration 97Q: 3 clusters Score -1677112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1677112.375000 Penalty: 4684.296875
	Iteration 98Q: 3 clusters Score -1677112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1677113.875000 Penalty: 4684.296875
	Iteration 99Q: 3 clusters Score -1677114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1677114.500000 Penalty: 4684.296875
	Iteration 100F: 3 clusters Score -1677114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1677111.000000 Penalty: 4684.296875
	Iteration 101Q: 3 clusters Score -1677111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1677112.875000 Penalty: 4684.296875
	Iteration 102Q: 3 clusters Score -1677113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1677114.125000 Penalty: 4684.296875
	Iteration 103Q: 3 clusters Score -1677114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1677113.375000 Penalty: 4684.296875
	Iteration 104Q: 3 clusters Score -1677113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1677114.375000 Penalty: 4684.296875
	Iteration 105Q: 3 clusters Score -1677114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1677115.750000 Penalty: 4684.296875
	Iteration 106Q: 3 clusters Score -1677116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1677115.750000 Penalty: 4684.296875
	Iteration 107F: 3 clusters Score -1677116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -114074.789062 Penalty: 1681.420654
	Iteration 0F: 2 clusters Score -114074.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -112286.695312 Penalty: 3362.841309
	Iteration 0F: 3 clusters Score -112286.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -112640.890625 Penalty: 3362.841309
	Iteration 1F: 3 clusters Score -112640.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -112825.562500 Penalty: 3362.841309
	Iteration 2F: 3 clusters Score -112825.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -112916.015625 Penalty: 3362.841309
	Iteration 3Q: 3 clusters Score -112916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -112982.335938 Penalty: 3362.841309
	Iteration 4Q: 3 clusters Score -112982.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -113032.054688 Penalty: 3362.841309
	Iteration 5Q: 3 clusters Score -113032.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -113080.203125 Penalty: 3362.841309
	Iteration 6Q: 3 clusters Score -113080.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -113173.875000 Penalty: 3362.841309
	Iteration 7Q: 3 clusters Score -113173.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -113278.945312 Penalty: 3362.841309
	Iteration 8Q: 3 clusters Score -113278.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -113333.554688 Penalty: 3362.841309
	Iteration 9Q: 3 clusters Score -113333.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -113405.921875 Penalty: 3362.841309
	Iteration 10Q: 3 clusters Score -113405.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -113463.148438 Penalty: 3362.841309
	Iteration 11Q: 3 clusters Score -113463.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -113476.734375 Penalty: 3362.841309
	Iteration 12Q: 3 clusters Score -113476.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -113486.226562 Penalty: 3362.841309
	Iteration 13Q: 3 clusters Score -113486.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -113494.507812 Penalty: 3362.841309
	Iteration 14Q: 3 clusters Score -113494.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -113508.468750 Penalty: 3362.841309
	Iteration 15Q: 3 clusters Score -113508.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -113549.218750 Penalty: 3362.841309
	Iteration 16Q: 3 clusters Score -113549.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -113611.843750 Penalty: 3362.841309
	Iteration 17Q: 3 clusters Score -113611.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -113790.664062 Penalty: 3362.841309
	Iteration 18Q: 3 clusters Score -113790.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -114158.992188 Penalty: 3362.841309
	Iteration 19Q: 3 clusters Score -114159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -114323.117188 Penalty: 3362.841309
	Iteration 20F: 3 clusters Score -114323.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -114352.398438 Penalty: 3362.841309
	Iteration 21Q: 3 clusters Score -114352.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -114383.914062 Penalty: 3362.841309
	Iteration 22Q: 3 clusters Score -114383.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -114401.226562 Penalty: 3362.841309
	Iteration 23Q: 3 clusters Score -114401.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -114411.648438 Penalty: 3362.841309
	Iteration 24Q: 3 clusters Score -114411.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -114417.171875 Penalty: 3362.841309
	Iteration 25Q: 3 clusters Score -114417.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -114417.171875 Penalty: 3362.841309
	Iteration 26F: 3 clusters Score -114417.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 129452 members 
Mstep: Class 3 contains 45059 members 
Mstep: Class 4 contains 9282 members 
Mstep: Class 5 contains 189902 members 
Mstep: Class 6 contains 128069 members 
Mstep: Class 7 contains 3216 members 
Mstep: Class 8 contains 28548 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 6930 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56554 members 
Mstep: Class 13 contains 17782 members 
Mstep: Class 14 contains 12634 members 
Mstep: Class 15 contains 511 members 
Mstep: Class 16 contains 35721 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 27082 members 
Mstep: Class 19 contains 138004 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43582 members 
Mstep: Class 22 contains 68838 members 
Mstep: Class 23 contains 5357 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7571 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2875 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15297 members 
Mstep: Class 31 contains 42035 members 
Mstep: Class 32 contains 5597 members 
Mstep: Class 33 contains 6161 members 
Mstep: Class 34 contains 369 members 
Entering Unmasked Estep 
Score: -142933536.000000 Penalty: 116931.921875
Splitting cluster 15 changes total score from -142934832.000000 to -142933536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (35721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Entering Unmasked Estep 
Score: -5021893.500000 Penalty: 2599.906494
	Iteration 0F: 2 clusters Score -5021894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -4997734.500000 Penalty: 5199.812988
	Iteration 0F: 3 clusters Score -4997734 nChanged 16249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -5006907.500000 Penalty: 5199.812988
	Iteration 1F: 3 clusters Score -5006908 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -5007879.500000 Penalty: 5199.812988
	Iteration 2F: 3 clusters Score -5007880 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -5009035.500000 Penalty: 5199.812988
	Iteration 3F: 3 clusters Score -5009036 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -5010504.000000 Penalty: 5199.812988
	Iteration 4F: 3 clusters Score -5010504 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -5012279.000000 Penalty: 5199.812988
	Iteration 5F: 3 clusters Score -5012279 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -5014256.000000 Penalty: 5199.812988
	Iteration 6F: 3 clusters Score -5014256 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -5016250.500000 Penalty: 5199.812988
	Iteration 7F: 3 clusters Score -5016250 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -5017656.500000 Penalty: 5199.812988
	Iteration 8Q: 3 clusters Score -5017656 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -5018503.500000 Penalty: 5199.812988
	Iteration 9Q: 3 clusters Score -5018504 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -5018992.000000 Penalty: 5199.812988
	Iteration 10Q: 3 clusters Score -5018992 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -5019316.500000 Penalty: 5199.812988
	Iteration 11Q: 3 clusters Score -5019316 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -5019596.500000 Penalty: 5199.812988
	Iteration 12Q: 3 clusters Score -5019596 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -5019819.000000 Penalty: 5199.812988
	Iteration 13Q: 3 clusters Score -5019819 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -5019981.500000 Penalty: 5199.812988
	Iteration 14Q: 3 clusters Score -5019982 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -5020109.500000 Penalty: 5199.812988
	Iteration 15Q: 3 clusters Score -5020110 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -5020257.000000 Penalty: 5199.812988
	Iteration 16Q: 3 clusters Score -5020257 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -5020397.000000 Penalty: 5199.812988
	Iteration 17Q: 3 clusters Score -5020397 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5020491.500000 Penalty: 5199.812988
	Iteration 18Q: 3 clusters Score -5020492 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -5020598.000000 Penalty: 5199.812988
	Iteration 19Q: 3 clusters Score -5020598 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5020740.500000 Penalty: 5199.812988
	Iteration 20F: 3 clusters Score -5020740 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5020835.500000 Penalty: 5199.812988
	Iteration 21Q: 3 clusters Score -5020836 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5020880.500000 Penalty: 5199.812988
	Iteration 22Q: 3 clusters Score -5020880 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5020942.000000 Penalty: 5199.812988
	Iteration 23Q: 3 clusters Score -5020942 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5020979.500000 Penalty: 5199.812988
	Iteration 24Q: 3 clusters Score -5020980 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5021017.000000 Penalty: 5199.812988
	Iteration 25Q: 3 clusters Score -5021017 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5021046.500000 Penalty: 5199.812988
	Iteration 26Q: 3 clusters Score -5021046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5021060.000000 Penalty: 5199.812988
	Iteration 27Q: 3 clusters Score -5021060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5021073.500000 Penalty: 5199.812988
	Iteration 28Q: 3 clusters Score -5021074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -5021076.500000 Penalty: 5199.812988
	Iteration 29Q: 3 clusters Score -5021076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5021083.000000 Penalty: 5199.812988
	Iteration 30Q: 3 clusters Score -5021083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5021082.000000 Penalty: 5199.812988
	Iteration 31Q: 3 clusters Score -5021082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5021083.500000 Penalty: 5199.812988
	Iteration 32Q: 3 clusters Score -5021084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5021105.000000 Penalty: 5199.812988
	Iteration 33Q: 3 clusters Score -5021105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5021107.000000 Penalty: 5199.812988
	Iteration 34Q: 3 clusters Score -5021107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5021109.500000 Penalty: 5199.812988
	Iteration 35Q: 3 clusters Score -5021110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5021111.500000 Penalty: 5199.812988
	Iteration 36Q: 3 clusters Score -5021112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5021116.500000 Penalty: 5199.812988
	Iteration 37Q: 3 clusters Score -5021116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5021119.500000 Penalty: 5199.812988
	Iteration 38Q: 3 clusters Score -5021120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5021120.500000 Penalty: 5199.812988
	Iteration 39Q: 3 clusters Score -5021120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5021121.500000 Penalty: 5199.812988
	Iteration 40F: 3 clusters Score -5021122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5021131.500000 Penalty: 5199.812988
	Iteration 41Q: 3 clusters Score -5021132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5021137.000000 Penalty: 5199.812988
	Iteration 42Q: 3 clusters Score -5021137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5021135.000000 Penalty: 5199.812988
	Iteration 43Q: 3 clusters Score -5021135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5021135.000000 Penalty: 5199.812988
	Iteration 44F: 3 clusters Score -5021135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Entering Unmasked Estep 
Score: -1149921.500000 Penalty: 2262.486328
	Iteration 0F: 2 clusters Score -1149922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1142850.000000 Penalty: 4524.972656
	Iteration 0F: 3 clusters Score -1142850 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1145029.500000 Penalty: 4524.972656
	Iteration 1F: 3 clusters Score -1145030 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1145613.875000 Penalty: 4524.972656
	Iteration 2F: 3 clusters Score -1145614 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1146241.000000 Penalty: 4524.972656
	Iteration 3F: 3 clusters Score -1146241 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1146865.875000 Penalty: 4524.972656
	Iteration 4F: 3 clusters Score -1146866 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1147435.250000 Penalty: 4524.972656
	Iteration 5F: 3 clusters Score -1147435 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1147921.125000 Penalty: 4524.972656
	Iteration 6F: 3 clusters Score -1147921 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1148296.750000 Penalty: 4524.972656
	Iteration 7F: 3 clusters Score -1148297 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1148551.250000 Penalty: 4524.972656
	Iteration 8Q: 3 clusters Score -1148551 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1148693.750000 Penalty: 4524.972656
	Iteration 9Q: 3 clusters Score -1148694 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1148776.125000 Penalty: 4524.972656
	Iteration 10Q: 3 clusters Score -1148776 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1148840.250000 Penalty: 4524.972656
	Iteration 11Q: 3 clusters Score -1148840 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1148888.000000 Penalty: 4524.972656
	Iteration 12Q: 3 clusters Score -1148888 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1148921.125000 Penalty: 4524.972656
	Iteration 13Q: 3 clusters Score -1148921 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1148951.625000 Penalty: 4524.972656
	Iteration 14Q: 3 clusters Score -1148952 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1148979.625000 Penalty: 4524.972656
	Iteration 15Q: 3 clusters Score -1148980 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1148999.750000 Penalty: 4524.972656
	Iteration 16Q: 3 clusters Score -1149000 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1149018.625000 Penalty: 4524.972656
	Iteration 17Q: 3 clusters Score -1149019 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1149028.625000 Penalty: 4524.972656
	Iteration 18Q: 3 clusters Score -1149029 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1149040.125000 Penalty: 4524.972656
	Iteration 19Q: 3 clusters Score -1149040 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1149048.750000 Penalty: 4524.972656
	Iteration 20F: 3 clusters Score -1149049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1149054.875000 Penalty: 4524.972656
	Iteration 21Q: 3 clusters Score -1149055 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1149060.250000 Penalty: 4524.972656
	Iteration 22Q: 3 clusters Score -1149060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1149065.625000 Penalty: 4524.972656
	Iteration 23Q: 3 clusters Score -1149066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1149067.375000 Penalty: 4524.972656
	Iteration 24Q: 3 clusters Score -1149067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1149074.750000 Penalty: 4524.972656
	Iteration 25Q: 3 clusters Score -1149075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1149074.750000 Penalty: 4524.972656
	Iteration 26Q: 3 clusters Score -1149075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1149077.500000 Penalty: 4524.972656
	Iteration 27Q: 3 clusters Score -1149078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1149078.625000 Penalty: 4524.972656
	Iteration 28Q: 3 clusters Score -1149079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1149082.375000 Penalty: 4524.972656
	Iteration 29Q: 3 clusters Score -1149082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1149088.250000 Penalty: 4524.972656
	Iteration 30Q: 3 clusters Score -1149088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1149093.000000 Penalty: 4524.972656
	Iteration 31Q: 3 clusters Score -1149093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1149099.625000 Penalty: 4524.972656
	Iteration 32Q: 3 clusters Score -1149100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1149101.250000 Penalty: 4524.972656
	Iteration 33Q: 3 clusters Score -1149101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1149102.875000 Penalty: 4524.972656
	Iteration 34Q: 3 clusters Score -1149103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1149108.125000 Penalty: 4524.972656
	Iteration 35Q: 3 clusters Score -1149108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1149111.000000 Penalty: 4524.972656
	Iteration 36Q: 3 clusters Score -1149111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1149115.500000 Penalty: 4524.972656
	Iteration 37Q: 3 clusters Score -1149116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1149116.875000 Penalty: 4524.972656
	Iteration 38Q: 3 clusters Score -1149117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1149119.250000 Penalty: 4524.972656
	Iteration 39Q: 3 clusters Score -1149119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1149122.000000 Penalty: 4524.972656
	Iteration 40F: 3 clusters Score -1149122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1149120.000000 Penalty: 4524.972656
	Iteration 41Q: 3 clusters Score -1149120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1149119.000000 Penalty: 4524.972656
	Iteration 42Q: 3 clusters Score -1149119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1149120.250000 Penalty: 4524.972656
	Iteration 43Q: 3 clusters Score -1149120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1149120.875000 Penalty: 4524.972656
	Iteration 44Q: 3 clusters Score -1149121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1149124.125000 Penalty: 4524.972656
	Iteration 45Q: 3 clusters Score -1149124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1149123.875000 Penalty: 4524.972656
	Iteration 46Q: 3 clusters Score -1149124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1149127.125000 Penalty: 4524.972656
	Iteration 47Q: 3 clusters Score -1149127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1149125.125000 Penalty: 4524.972656
	Iteration 48Q: 3 clusters Score -1149125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1149124.750000 Penalty: 4524.972656
	Iteration 49Q: 3 clusters Score -1149125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1149127.625000 Penalty: 4524.972656
	Iteration 50Q: 3 clusters Score -1149128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1149128.625000 Penalty: 4524.972656
	Iteration 51Q: 3 clusters Score -1149129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1149128.625000 Penalty: 4524.972656
	Iteration 52Q: 3 clusters Score -1149129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1149128.375000 Penalty: 4524.972656
	Iteration 53Q: 3 clusters Score -1149128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1149128.375000 Penalty: 4524.972656
	Iteration 54F: 3 clusters Score -1149128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Entering Unmasked Estep 
Score: -3697216.250000 Penalty: 2531.242920
	Iteration 0F: 2 clusters Score -3697216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -3678554.500000 Penalty: 5062.485840
	Iteration 0F: 3 clusters Score -3678554 nChanged 12262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -3685295.750000 Penalty: 5062.485840
	Iteration 1F: 3 clusters Score -3685296 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -3685903.000000 Penalty: 5062.485840
	Iteration 2F: 3 clusters Score -3685903 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -3686639.250000 Penalty: 5062.485840
	Iteration 3F: 3 clusters Score -3686639 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -3687457.750000 Penalty: 5062.485840
	Iteration 4F: 3 clusters Score -3687458 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -3688400.750000 Penalty: 5062.485840
	Iteration 5F: 3 clusters Score -3688401 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -3689401.500000 Penalty: 5062.485840
	Iteration 6F: 3 clusters Score -3689402 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -3690427.250000 Penalty: 5062.485840
	Iteration 7F: 3 clusters Score -3690427 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -3691391.000000 Penalty: 5062.485840
	Iteration 8F: 3 clusters Score -3691391 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -3692331.250000 Penalty: 5062.485840
	Iteration 9Q: 3 clusters Score -3692331 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -3693168.250000 Penalty: 5062.485840
	Iteration 10Q: 3 clusters Score -3693168 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -3693905.000000 Penalty: 5062.485840
	Iteration 11Q: 3 clusters Score -3693905 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -3694480.250000 Penalty: 5062.485840
	Iteration 12Q: 3 clusters Score -3694480 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3694921.750000 Penalty: 5062.485840
	Iteration 13Q: 3 clusters Score -3694922 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -3695206.500000 Penalty: 5062.485840
	Iteration 14Q: 3 clusters Score -3695206 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -3695410.750000 Penalty: 5062.485840
	Iteration 15Q: 3 clusters Score -3695411 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -3695536.500000 Penalty: 5062.485840
	Iteration 16Q: 3 clusters Score -3695536 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -3695617.500000 Penalty: 5062.485840
	Iteration 17Q: 3 clusters Score -3695618 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -3695726.000000 Penalty: 5062.485840
	Iteration 18Q: 3 clusters Score -3695726 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -3695814.750000 Penalty: 5062.485840
	Iteration 19Q: 3 clusters Score -3695815 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -3695920.000000 Penalty: 5062.485840
	Iteration 20F: 3 clusters Score -3695920 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -3696042.750000 Penalty: 5062.485840
	Iteration 21Q: 3 clusters Score -3696043 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -3696267.250000 Penalty: 5062.485840
	Iteration 22Q: 3 clusters Score -3696267 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -3696618.500000 Penalty: 5062.485840
	Iteration 23Q: 3 clusters Score -3696618 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -3696825.000000 Penalty: 5062.485840
	Iteration 24Q: 3 clusters Score -3696825 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -3696900.000000 Penalty: 5062.485840
	Iteration 25Q: 3 clusters Score -3696900 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -3696941.750000 Penalty: 5062.485840
	Iteration 26Q: 3 clusters Score -3696942 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -3696961.250000 Penalty: 5062.485840
	Iteration 27Q: 3 clusters Score -3696961 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -3696974.500000 Penalty: 5062.485840
	Iteration 28Q: 3 clusters Score -3696974 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -3696988.250000 Penalty: 5062.485840
	Iteration 29Q: 3 clusters Score -3696988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -3696996.250000 Penalty: 5062.485840
	Iteration 30Q: 3 clusters Score -3696996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -3697006.000000 Penalty: 5062.485840
	Iteration 31Q: 3 clusters Score -3697006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -3697027.000000 Penalty: 5062.485840
	Iteration 32Q: 3 clusters Score -3697027 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -3697036.500000 Penalty: 5062.485840
	Iteration 33Q: 3 clusters Score -3697036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -3697036.500000 Penalty: 5062.485840
	Iteration 34Q: 3 clusters Score -3697036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -3697045.500000 Penalty: 5062.485840
	Iteration 35Q: 3 clusters Score -3697046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -3697049.250000 Penalty: 5062.485840
	Iteration 36Q: 3 clusters Score -3697049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -3697048.250000 Penalty: 5062.485840
	Iteration 37Q: 3 clusters Score -3697048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -3697052.500000 Penalty: 5062.485840
	Iteration 38Q: 3 clusters Score -3697052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -3697055.500000 Penalty: 5062.485840
	Iteration 39Q: 3 clusters Score -3697056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -3697054.250000 Penalty: 5062.485840
	Iteration 40F: 3 clusters Score -3697054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -3697057.750000 Penalty: 5062.485840
	Iteration 41Q: 3 clusters Score -3697058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -3697059.250000 Penalty: 5062.485840
	Iteration 42Q: 3 clusters Score -3697059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -3697057.250000 Penalty: 5062.485840
	Iteration 43Q: 3 clusters Score -3697057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -3697057.250000 Penalty: 5062.485840
	Iteration 44F: 3 clusters Score -3697057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (138004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138004 members 
Entering Unmasked Estep 
Score: -19235936.000000 Penalty: 2935.089355
	Iteration 0F: 2 clusters Score -1.923594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69174 members 
Mstep: Class 2 contains 68830 members 
Entering Unmasked Estep 
Score: -19147176.000000 Penalty: 5870.178711
	Iteration 0F: 3 clusters Score -1.914718e+07 nChanged 65943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Mstep: Class 2 contains 65415 members 
Entering Unmasked Estep 
Score: -19184952.000000 Penalty: 5870.178711
	Iteration 1F: 3 clusters Score -1.918495e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74468 members 
Mstep: Class 2 contains 63536 members 
Entering Unmasked Estep 
Score: -19186022.000000 Penalty: 5870.178711
	Iteration 2Q: 3 clusters Score -1.918602e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 60809 members 
Entering Unmasked Estep 
Score: -19187552.000000 Penalty: 5870.178711
	Iteration 3Q: 3 clusters Score -1.918755e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81179 members 
Mstep: Class 2 contains 56825 members 
Entering Unmasked Estep 
Score: -19189544.000000 Penalty: 5870.178711
	Iteration 4Q: 3 clusters Score -1.918954e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86743 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -19192868.000000 Penalty: 5870.178711
	Iteration 5Q: 3 clusters Score -1.919287e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94291 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -19198264.000000 Penalty: 5870.178711
	Iteration 6F: 3 clusters Score -1.919826e+07 nChanged 9467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103574 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -19205952.000000 Penalty: 5870.178711
	Iteration 7F: 3 clusters Score -1.920595e+07 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113366 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -19214850.000000 Penalty: 5870.178711
	Iteration 8F: 3 clusters Score -1.921485e+07 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121415 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -19221808.000000 Penalty: 5870.178711
	Iteration 9F: 3 clusters Score -1.922181e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126724 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -19226196.000000 Penalty: 5870.178711
	Iteration 10Q: 3 clusters Score -1.92262e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130000 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -19228836.000000 Penalty: 5870.178711
	Iteration 11Q: 3 clusters Score -1.922884e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132109 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -19230392.000000 Penalty: 5870.178711
	Iteration 12Q: 3 clusters Score -1.923039e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133524 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -19231252.000000 Penalty: 5870.178711
	Iteration 13Q: 3 clusters Score -1.923125e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134454 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -19231914.000000 Penalty: 5870.178711
	Iteration 14Q: 3 clusters Score -1.923191e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135134 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -19232234.000000 Penalty: 5870.178711
	Iteration 15Q: 3 clusters Score -1.923223e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135614 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -19232526.000000 Penalty: 5870.178711
	Iteration 16Q: 3 clusters Score -1.923253e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135947 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -19232716.000000 Penalty: 5870.178711
	Iteration 17Q: 3 clusters Score -1.923272e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136187 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -19232824.000000 Penalty: 5870.178711
	Iteration 18Q: 3 clusters Score -1.923282e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136363 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -19232896.000000 Penalty: 5870.178711
	Iteration 19Q: 3 clusters Score -1.92329e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136504 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -19233012.000000 Penalty: 5870.178711
	Iteration 20F: 3 clusters Score -1.923301e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136610 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -19233088.000000 Penalty: 5870.178711
	Iteration 21Q: 3 clusters Score -1.923309e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136689 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -19233120.000000 Penalty: 5870.178711
	Iteration 22Q: 3 clusters Score -1.923312e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136755 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -19233188.000000 Penalty: 5870.178711
	Iteration 23Q: 3 clusters Score -1.923319e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136818 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -19233242.000000 Penalty: 5870.178711
	Iteration 24Q: 3 clusters Score -1.923324e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136849 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -19233256.000000 Penalty: 5870.178711
	Iteration 25Q: 3 clusters Score -1.923326e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136886 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -19233288.000000 Penalty: 5870.178711
	Iteration 26Q: 3 clusters Score -1.923329e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136910 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -19233306.000000 Penalty: 5870.178711
	Iteration 27Q: 3 clusters Score -1.923331e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136933 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -19233344.000000 Penalty: 5870.178711
	Iteration 28Q: 3 clusters Score -1.923334e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136960 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -19233370.000000 Penalty: 5870.178711
	Iteration 29Q: 3 clusters Score -1.923337e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136980 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -19233380.000000 Penalty: 5870.178711
	Iteration 30Q: 3 clusters Score -1.923338e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137002 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -19233398.000000 Penalty: 5870.178711
	Iteration 31Q: 3 clusters Score -1.92334e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137017 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -19233424.000000 Penalty: 5870.178711
	Iteration 32Q: 3 clusters Score -1.923342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137021 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -19233406.000000 Penalty: 5870.178711
	Iteration 33Q: 3 clusters Score -1.923341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137026 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -19233412.000000 Penalty: 5870.178711
	Iteration 34Q: 3 clusters Score -1.923341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137031 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -19233434.000000 Penalty: 5870.178711
	Iteration 35Q: 3 clusters Score -1.923343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137035 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -19233430.000000 Penalty: 5870.178711
	Iteration 36Q: 3 clusters Score -1.923343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137035 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -19233430.000000 Penalty: 5870.178711
	Iteration 37F: 3 clusters Score -1.923343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Entering Unmasked Estep 
Score: -314431.218750 Penalty: 1928.996460
	Iteration 0F: 2 clusters Score -314431.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -311565.125000 Penalty: 3857.992920
	Iteration 0F: 3 clusters Score -311565.1 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -312091.343750 Penalty: 3857.992920
	Iteration 1F: 3 clusters Score -312091.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -312225.656250 Penalty: 3857.992920
	Iteration 2F: 3 clusters Score -312225.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -312304.968750 Penalty: 3857.992920
	Iteration 3Q: 3 clusters Score -312305 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -312364.125000 Penalty: 3857.992920
	Iteration 4Q: 3 clusters Score -312364.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -312398.812500 Penalty: 3857.992920
	Iteration 5Q: 3 clusters Score -312398.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -312428.093750 Penalty: 3857.992920
	Iteration 6Q: 3 clusters Score -312428.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -312441.937500 Penalty: 3857.992920
	Iteration 7Q: 3 clusters Score -312441.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -312453.937500 Penalty: 3857.992920
	Iteration 8Q: 3 clusters Score -312453.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -312459.281250 Penalty: 3857.992920
	Iteration 9Q: 3 clusters Score -312459.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -312464.750000 Penalty: 3857.992920
	Iteration 10Q: 3 clusters Score -312464.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -312470.375000 Penalty: 3857.992920
	Iteration 11Q: 3 clusters Score -312470.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -312473.031250 Penalty: 3857.992920
	Iteration 12Q: 3 clusters Score -312473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -312476.406250 Penalty: 3857.992920
	Iteration 13Q: 3 clusters Score -312476.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -312479.156250 Penalty: 3857.992920
	Iteration 14Q: 3 clusters Score -312479.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -312480.218750 Penalty: 3857.992920
	Iteration 15Q: 3 clusters Score -312480.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -312480.375000 Penalty: 3857.992920
	Iteration 16Q: 3 clusters Score -312480.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -312481.593750 Penalty: 3857.992920
	Iteration 17Q: 3 clusters Score -312481.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -312481.625000 Penalty: 3857.992920
	Iteration 18Q: 3 clusters Score -312481.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -312482.937500 Penalty: 3857.992920
	Iteration 19Q: 3 clusters Score -312482.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -312483.593750 Penalty: 3857.992920
	Iteration 20F: 3 clusters Score -312483.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -312485.375000 Penalty: 3857.992920
	Iteration 21Q: 3 clusters Score -312485.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -312486.375000 Penalty: 3857.992920
	Iteration 22Q: 3 clusters Score -312486.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -312486.875000 Penalty: 3857.992920
	Iteration 23Q: 3 clusters Score -312486.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -312486.718750 Penalty: 3857.992920
	Iteration 24Q: 3 clusters Score -312486.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -312486.718750 Penalty: 3857.992920
	Iteration 25F: 3 clusters Score -312486.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Entering Unmasked Estep 
Score: -6009501.500000 Penalty: 2649.235107
	Iteration 0F: 2 clusters Score -6009502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -5980198.000000 Penalty: 5298.470215
	Iteration 0F: 3 clusters Score -5980198 nChanged 19942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -5991508.000000 Penalty: 5298.470215
	Iteration 1F: 3 clusters Score -5991508 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -5992422.000000 Penalty: 5298.470215
	Iteration 2F: 3 clusters Score -5992422 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -5993452.500000 Penalty: 5298.470215
	Iteration 3F: 3 clusters Score -5993452 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -5994481.500000 Penalty: 5298.470215
	Iteration 4F: 3 clusters Score -5994482 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -5995539.500000 Penalty: 5298.470215
	Iteration 5F: 3 clusters Score -5995540 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -5996588.500000 Penalty: 5298.470215
	Iteration 6F: 3 clusters Score -5996588 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -5997440.500000 Penalty: 5298.470215
	Iteration 7Q: 3 clusters Score -5997440 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -5998072.500000 Penalty: 5298.470215
	Iteration 8Q: 3 clusters Score -5998072 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -5998512.000000 Penalty: 5298.470215
	Iteration 9Q: 3 clusters Score -5998512 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -5998852.500000 Penalty: 5298.470215
	Iteration 10Q: 3 clusters Score -5998852 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -5999117.500000 Penalty: 5298.470215
	Iteration 11Q: 3 clusters Score -5999118 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -5999382.000000 Penalty: 5298.470215
	Iteration 12Q: 3 clusters Score -5999382 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -5999629.000000 Penalty: 5298.470215
	Iteration 13Q: 3 clusters Score -5999629 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -5999884.500000 Penalty: 5298.470215
	Iteration 14Q: 3 clusters Score -5999884 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -6000230.500000 Penalty: 5298.470215
	Iteration 15Q: 3 clusters Score -6000230 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -6000652.500000 Penalty: 5298.470215
	Iteration 16Q: 3 clusters Score -6000652 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -6001146.000000 Penalty: 5298.470215
	Iteration 17Q: 3 clusters Score -6001146 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -6001822.000000 Penalty: 5298.470215
	Iteration 18Q: 3 clusters Score -6001822 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -6002590.000000 Penalty: 5298.470215
	Iteration 19Q: 3 clusters Score -6002590 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -6003392.500000 Penalty: 5298.470215
	Iteration 20F: 3 clusters Score -6003392 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -6004093.000000 Penalty: 5298.470215
	Iteration 21Q: 3 clusters Score -6004093 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -6004816.000000 Penalty: 5298.470215
	Iteration 22Q: 3 clusters Score -6004816 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -6005460.000000 Penalty: 5298.470215
	Iteration 23Q: 3 clusters Score -6005460 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -6005988.500000 Penalty: 5298.470215
	Iteration 24Q: 3 clusters Score -6005988 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -6006359.500000 Penalty: 5298.470215
	Iteration 25Q: 3 clusters Score -6006360 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -6006642.000000 Penalty: 5298.470215
	Iteration 26Q: 3 clusters Score -6006642 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -6006835.500000 Penalty: 5298.470215
	Iteration 27Q: 3 clusters Score -6006836 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -6007010.500000 Penalty: 5298.470215
	Iteration 28Q: 3 clusters Score -6007010 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -6007121.000000 Penalty: 5298.470215
	Iteration 29Q: 3 clusters Score -6007121 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -6007181.500000 Penalty: 5298.470215
	Iteration 30Q: 3 clusters Score -6007182 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -6007221.500000 Penalty: 5298.470215
	Iteration 31Q: 3 clusters Score -6007222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -6007259.000000 Penalty: 5298.470215
	Iteration 32Q: 3 clusters Score -6007259 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -6007284.500000 Penalty: 5298.470215
	Iteration 33Q: 3 clusters Score -6007284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -6007291.000000 Penalty: 5298.470215
	Iteration 34Q: 3 clusters Score -6007291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -6007296.000000 Penalty: 5298.470215
	Iteration 35Q: 3 clusters Score -6007296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -6007296.000000 Penalty: 5298.470215
	Iteration 36Q: 3 clusters Score -6007296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -6007302.500000 Penalty: 5298.470215
	Iteration 37Q: 3 clusters Score -6007302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -6007311.500000 Penalty: 5298.470215
	Iteration 38Q: 3 clusters Score -6007312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -6007314.500000 Penalty: 5298.470215
	Iteration 39Q: 3 clusters Score -6007314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -6007314.000000 Penalty: 5298.470215
	Iteration 40F: 3 clusters Score -6007314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -6007314.000000 Penalty: 5298.470215
	Iteration 41Q: 3 clusters Score -6007314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -6007319.000000 Penalty: 5298.470215
	Iteration 42Q: 3 clusters Score -6007319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -6007321.500000 Penalty: 5298.470215
	Iteration 43Q: 3 clusters Score -6007322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -6007322.000000 Penalty: 5298.470215
	Iteration 44Q: 3 clusters Score -6007322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -6007330.000000 Penalty: 5298.470215
	Iteration 45Q: 3 clusters Score -6007330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -6007331.000000 Penalty: 5298.470215
	Iteration 46Q: 3 clusters Score -6007331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -6007327.000000 Penalty: 5298.470215
	Iteration 47Q: 3 clusters Score -6007327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -6007330.000000 Penalty: 5298.470215
	Iteration 48Q: 3 clusters Score -6007330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -6007334.000000 Penalty: 5298.470215
	Iteration 49Q: 3 clusters Score -6007334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -6007337.000000 Penalty: 5298.470215
	Iteration 50Q: 3 clusters Score -6007337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -6007336.500000 Penalty: 5298.470215
	Iteration 51Q: 3 clusters Score -6007336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -6007333.000000 Penalty: 5298.470215
	Iteration 52Q: 3 clusters Score -6007333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -6007340.500000 Penalty: 5298.470215
	Iteration 53Q: 3 clusters Score -6007340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -6007340.500000 Penalty: 5298.470215
	Iteration 54F: 3 clusters Score -6007340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (68838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68838 members 
Entering Unmasked Estep 
Score: -9572574.000000 Penalty: 2762.598633
	Iteration 0F: 2 clusters Score -9572574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -9526245.000000 Penalty: 5525.197266
	Iteration 0F: 3 clusters Score -9526245 nChanged 32285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -9544358.000000 Penalty: 5525.197266
	Iteration 1F: 3 clusters Score -9544358 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -9544908.000000 Penalty: 5525.197266
	Iteration 2Q: 3 clusters Score -9544908 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -9545399.000000 Penalty: 5525.197266
	Iteration 3Q: 3 clusters Score -9545399 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -9545935.000000 Penalty: 5525.197266
	Iteration 4Q: 3 clusters Score -9545935 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -9546648.000000 Penalty: 5525.197266
	Iteration 5Q: 3 clusters Score -9546648 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -9547450.000000 Penalty: 5525.197266
	Iteration 6Q: 3 clusters Score -9547450 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -9548688.000000 Penalty: 5525.197266
	Iteration 7Q: 3 clusters Score -9548688 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -9550597.000000 Penalty: 5525.197266
	Iteration 8Q: 3 clusters Score -9550597 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -9553297.000000 Penalty: 5525.197266
	Iteration 9F: 3 clusters Score -9553297 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 53422 members 
Entering Unmasked Estep 
Score: -9556904.000000 Penalty: 5525.197266
	Iteration 10F: 3 clusters Score -9556904 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
Score: -9560763.000000 Penalty: 5525.197266
	Iteration 11F: 3 clusters Score -9560763 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 61905 members 
Entering Unmasked Estep 
Score: -9564272.000000 Penalty: 5525.197266
	Iteration 12F: 3 clusters Score -9564272 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 64698 members 
Entering Unmasked Estep 
Score: -9566730.000000 Penalty: 5525.197266
	Iteration 13Q: 3 clusters Score -9566730 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 66481 members 
Entering Unmasked Estep 
Score: -9568274.000000 Penalty: 5525.197266
	Iteration 14Q: 3 clusters Score -9568274 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 67499 members 
Entering Unmasked Estep 
Score: -9569197.000000 Penalty: 5525.197266
	Iteration 15Q: 3 clusters Score -9569197 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 67997 members 
Entering Unmasked Estep 
Score: -9569626.000000 Penalty: 5525.197266
	Iteration 16Q: 3 clusters Score -9569626 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 68238 members 
Entering Unmasked Estep 
Score: -9569826.000000 Penalty: 5525.197266
	Iteration 17Q: 3 clusters Score -9569826 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 68354 members 
Entering Unmasked Estep 
Score: -9569935.000000 Penalty: 5525.197266
	Iteration 18Q: 3 clusters Score -9569935 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 68422 members 
Entering Unmasked Estep 
Score: -9569994.000000 Penalty: 5525.197266
	Iteration 19Q: 3 clusters Score -9569994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 68458 members 
Entering Unmasked Estep 
Score: -9570015.000000 Penalty: 5525.197266
	Iteration 20F: 3 clusters Score -9570015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 68479 members 
Entering Unmasked Estep 
Score: -9570037.000000 Penalty: 5525.197266
	Iteration 21Q: 3 clusters Score -9570037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 68497 members 
Entering Unmasked Estep 
Score: -9570064.000000 Penalty: 5525.197266
	Iteration 22Q: 3 clusters Score -9570064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 68512 members 
Entering Unmasked Estep 
Score: -9570083.000000 Penalty: 5525.197266
	Iteration 23Q: 3 clusters Score -9570083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 68525 members 
Entering Unmasked Estep 
Score: -9570099.000000 Penalty: 5525.197266
	Iteration 24Q: 3 clusters Score -9570099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 68529 members 
Entering Unmasked Estep 
Score: -9570118.000000 Penalty: 5525.197266
	Iteration 25Q: 3 clusters Score -9570118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 68533 members 
Entering Unmasked Estep 
Score: -9570116.000000 Penalty: 5525.197266
	Iteration 26Q: 3 clusters Score -9570116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 68534 members 
Entering Unmasked Estep 
Score: -9570124.000000 Penalty: 5525.197266
	Iteration 27Q: 3 clusters Score -9570124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 68537 members 
Entering Unmasked Estep 
Score: -9570136.000000 Penalty: 5525.197266
	Iteration 28Q: 3 clusters Score -9570136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 68541 members 
Entering Unmasked Estep 
Score: -9570134.000000 Penalty: 5525.197266
	Iteration 29Q: 3 clusters Score -9570134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 68539 members 
Entering Unmasked Estep 
Score: -9570139.000000 Penalty: 5525.197266
	Iteration 30Q: 3 clusters Score -9570139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 68542 members 
Entering Unmasked Estep 
Score: -9570138.000000 Penalty: 5525.197266
	Iteration 31Q: 3 clusters Score -9570138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 68543 members 
Entering Unmasked Estep 
Score: -9570137.000000 Penalty: 5525.197266
	Iteration 32Q: 3 clusters Score -9570137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 68543 members 
Entering Unmasked Estep 
Score: -9570137.000000 Penalty: 5525.197266
	Iteration 33F: 3 clusters Score -9570137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Entering Unmasked Estep 
Score: -720271.250000 Penalty: 2129.367676
	Iteration 0F: 2 clusters Score -720271.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -715557.687500 Penalty: 4258.735352
	Iteration 0F: 3 clusters Score -715557.7 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -716746.187500 Penalty: 4258.735352
	Iteration 1F: 3 clusters Score -716746.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -716963.312500 Penalty: 4258.735352
	Iteration 2F: 3 clusters Score -716963.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -717128.750000 Penalty: 4258.735352
	Iteration 3Q: 3 clusters Score -717128.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -717257.125000 Penalty: 4258.735352
	Iteration 4Q: 3 clusters Score -717257.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -717391.625000 Penalty: 4258.735352
	Iteration 5Q: 3 clusters Score -717391.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -717525.500000 Penalty: 4258.735352
	Iteration 6Q: 3 clusters Score -717525.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -717638.312500 Penalty: 4258.735352
	Iteration 7Q: 3 clusters Score -717638.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -717722.875000 Penalty: 4258.735352
	Iteration 8Q: 3 clusters Score -717722.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -717784.937500 Penalty: 4258.735352
	Iteration 9Q: 3 clusters Score -717784.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -717854.375000 Penalty: 4258.735352
	Iteration 10Q: 3 clusters Score -717854.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -717908.562500 Penalty: 4258.735352
	Iteration 11Q: 3 clusters Score -717908.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -717964.250000 Penalty: 4258.735352
	Iteration 12Q: 3 clusters Score -717964.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -718045.187500 Penalty: 4258.735352
	Iteration 13Q: 3 clusters Score -718045.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -718131.937500 Penalty: 4258.735352
	Iteration 14Q: 3 clusters Score -718131.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -718227.875000 Penalty: 4258.735352
	Iteration 15Q: 3 clusters Score -718227.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -718319.875000 Penalty: 4258.735352
	Iteration 16Q: 3 clusters Score -718319.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -718381.625000 Penalty: 4258.735352
	Iteration 17Q: 3 clusters Score -718381.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -718442.312500 Penalty: 4258.735352
	Iteration 18Q: 3 clusters Score -718442.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -718492.187500 Penalty: 4258.735352
	Iteration 19Q: 3 clusters Score -718492.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -718548.500000 Penalty: 4258.735352
	Iteration 20F: 3 clusters Score -718548.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -718591.187500 Penalty: 4258.735352
	Iteration 21Q: 3 clusters Score -718591.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -718619.687500 Penalty: 4258.735352
	Iteration 22Q: 3 clusters Score -718619.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -718640.437500 Penalty: 4258.735352
	Iteration 23Q: 3 clusters Score -718640.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -718657.062500 Penalty: 4258.735352
	Iteration 24Q: 3 clusters Score -718657.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -718675.187500 Penalty: 4258.735352
	Iteration 25Q: 3 clusters Score -718675.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -718696.062500 Penalty: 4258.735352
	Iteration 26Q: 3 clusters Score -718696.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -718711.000000 Penalty: 4258.735352
	Iteration 27Q: 3 clusters Score -718711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -718720.812500 Penalty: 4258.735352
	Iteration 28Q: 3 clusters Score -718720.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -718730.187500 Penalty: 4258.735352
	Iteration 29Q: 3 clusters Score -718730.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -718733.562500 Penalty: 4258.735352
	Iteration 30Q: 3 clusters Score -718733.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -718737.250000 Penalty: 4258.735352
	Iteration 31Q: 3 clusters Score -718737.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -718742.500000 Penalty: 4258.735352
	Iteration 32Q: 3 clusters Score -718742.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -718745.500000 Penalty: 4258.735352
	Iteration 33Q: 3 clusters Score -718745.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -718754.500000 Penalty: 4258.735352
	Iteration 34Q: 3 clusters Score -718754.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -718763.812500 Penalty: 4258.735352
	Iteration 35Q: 3 clusters Score -718763.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -718768.437500 Penalty: 4258.735352
	Iteration 36Q: 3 clusters Score -718768.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -718772.062500 Penalty: 4258.735352
	Iteration 37Q: 3 clusters Score -718772.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -718774.562500 Penalty: 4258.735352
	Iteration 38Q: 3 clusters Score -718774.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -718775.437500 Penalty: 4258.735352
	Iteration 39Q: 3 clusters Score -718775.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -718779.875000 Penalty: 4258.735352
	Iteration 40F: 3 clusters Score -718779.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -718784.250000 Penalty: 4258.735352
	Iteration 41Q: 3 clusters Score -718784.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -718789.312500 Penalty: 4258.735352
	Iteration 42Q: 3 clusters Score -718789.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -718790.812500 Penalty: 4258.735352
	Iteration 43Q: 3 clusters Score -718790.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -718796.937500 Penalty: 4258.735352
	Iteration 44Q: 3 clusters Score -718796.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -718800.750000 Penalty: 4258.735352
	Iteration 45Q: 3 clusters Score -718800.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -718804.000000 Penalty: 4258.735352
	Iteration 46Q: 3 clusters Score -718804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -718805.812500 Penalty: 4258.735352
	Iteration 47Q: 3 clusters Score -718805.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -718812.312500 Penalty: 4258.735352
	Iteration 48Q: 3 clusters Score -718812.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -718816.812500 Penalty: 4258.735352
	Iteration 49Q: 3 clusters Score -718816.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -718820.437500 Penalty: 4258.735352
	Iteration 50Q: 3 clusters Score -718820.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -718824.750000 Penalty: 4258.735352
	Iteration 51Q: 3 clusters Score -718824.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -718829.625000 Penalty: 4258.735352
	Iteration 52Q: 3 clusters Score -718829.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -718829.000000 Penalty: 4258.735352
	Iteration 53Q: 3 clusters Score -718829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -718829.000000 Penalty: 4258.735352
	Iteration 54F: 3 clusters Score -718829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -533738.812500 Penalty: 2053.427979
	Iteration 0F: 2 clusters Score -533738.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -529876.125000 Penalty: 4106.855957
	Iteration 0F: 3 clusters Score -529876.1 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -530754.125000 Penalty: 4106.855957
	Iteration 1F: 3 clusters Score -530754.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -530964.312500 Penalty: 4106.855957
	Iteration 2F: 3 clusters Score -530964.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -531114.125000 Penalty: 4106.855957
	Iteration 3F: 3 clusters Score -531114.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -531239.312500 Penalty: 4106.855957
	Iteration 4Q: 3 clusters Score -531239.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -531350.312500 Penalty: 4106.855957
	Iteration 5Q: 3 clusters Score -531350.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -531445.062500 Penalty: 4106.855957
	Iteration 6Q: 3 clusters Score -531445.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -531553.562500 Penalty: 4106.855957
	Iteration 7Q: 3 clusters Score -531553.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -531666.062500 Penalty: 4106.855957
	Iteration 8Q: 3 clusters Score -531666.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -531760.625000 Penalty: 4106.855957
	Iteration 9Q: 3 clusters Score -531760.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -531855.812500 Penalty: 4106.855957
	Iteration 10Q: 3 clusters Score -531855.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -531927.437500 Penalty: 4106.855957
	Iteration 11Q: 3 clusters Score -531927.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -531991.875000 Penalty: 4106.855957
	Iteration 12Q: 3 clusters Score -531991.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -532041.375000 Penalty: 4106.855957
	Iteration 13Q: 3 clusters Score -532041.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -532080.312500 Penalty: 4106.855957
	Iteration 14Q: 3 clusters Score -532080.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -532097.750000 Penalty: 4106.855957
	Iteration 15Q: 3 clusters Score -532097.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -532106.687500 Penalty: 4106.855957
	Iteration 16Q: 3 clusters Score -532106.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -532115.187500 Penalty: 4106.855957
	Iteration 17Q: 3 clusters Score -532115.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -532123.312500 Penalty: 4106.855957
	Iteration 18Q: 3 clusters Score -532123.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -532128.625000 Penalty: 4106.855957
	Iteration 19Q: 3 clusters Score -532128.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -532133.687500 Penalty: 4106.855957
	Iteration 20F: 3 clusters Score -532133.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -532137.250000 Penalty: 4106.855957
	Iteration 21Q: 3 clusters Score -532137.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -532142.125000 Penalty: 4106.855957
	Iteration 22Q: 3 clusters Score -532142.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -532146.000000 Penalty: 4106.855957
	Iteration 23Q: 3 clusters Score -532146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -532146.187500 Penalty: 4106.855957
	Iteration 24Q: 3 clusters Score -532146.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -532145.687500 Penalty: 4106.855957
	Iteration 25Q: 3 clusters Score -532145.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -532146.687500 Penalty: 4106.855957
	Iteration 26Q: 3 clusters Score -532146.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -532148.625000 Penalty: 4106.855957
	Iteration 27Q: 3 clusters Score -532148.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -532148.625000 Penalty: 4106.855957
	Iteration 28Q: 3 clusters Score -532148.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -532148.625000 Penalty: 4106.855957
	Iteration 29F: 3 clusters Score -532148.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Entering Unmasked Estep 
Score: -1034597.062500 Penalty: 2215.156006
	Iteration 0F: 2 clusters Score -1034597 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 3772 members 
Entering Unmasked Estep 
Score: -1028392.812500 Penalty: 4430.312012
	Iteration 0F: 3 clusters Score -1028393 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1030086.500000 Penalty: 4430.312012
	Iteration 1F: 3 clusters Score -1030086 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1030410.562500 Penalty: 4430.312012
	Iteration 2F: 3 clusters Score -1030411 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1030652.187500 Penalty: 4430.312012
	Iteration 3F: 3 clusters Score -1030652 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1030835.562500 Penalty: 4430.312012
	Iteration 4Q: 3 clusters Score -1030836 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1031010.937500 Penalty: 4430.312012
	Iteration 5Q: 3 clusters Score -1031011 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1031213.187500 Penalty: 4430.312012
	Iteration 6Q: 3 clusters Score -1031213 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1031403.750000 Penalty: 4430.312012
	Iteration 7Q: 3 clusters Score -1031404 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1031597.500000 Penalty: 4430.312012
	Iteration 8Q: 3 clusters Score -1031598 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1031808.812500 Penalty: 4430.312012
	Iteration 9Q: 3 clusters Score -1031809 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1032066.187500 Penalty: 4430.312012
	Iteration 10Q: 3 clusters Score -1032066 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1032330.687500 Penalty: 4430.312012
	Iteration 11Q: 3 clusters Score -1032331 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1032567.437500 Penalty: 4430.312012
	Iteration 12Q: 3 clusters Score -1032567 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1032732.437500 Penalty: 4430.312012
	Iteration 13Q: 3 clusters Score -1032732 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1032851.000000 Penalty: 4430.312012
	Iteration 14Q: 3 clusters Score -1032851 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1032924.625000 Penalty: 4430.312012
	Iteration 15Q: 3 clusters Score -1032925 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1032979.000000 Penalty: 4430.312012
	Iteration 16Q: 3 clusters Score -1032979 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1033026.625000 Penalty: 4430.312012
	Iteration 17Q: 3 clusters Score -1033027 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1033063.812500 Penalty: 4430.312012
	Iteration 18Q: 3 clusters Score -1033064 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1033092.062500 Penalty: 4430.312012
	Iteration 19Q: 3 clusters Score -1033092 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1033117.687500 Penalty: 4430.312012
	Iteration 20F: 3 clusters Score -1033118 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1033139.000000 Penalty: 4430.312012
	Iteration 21Q: 3 clusters Score -1033139 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1033160.062500 Penalty: 4430.312012
	Iteration 22Q: 3 clusters Score -1033160 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1033178.500000 Penalty: 4430.312012
	Iteration 23Q: 3 clusters Score -1033178 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1033194.062500 Penalty: 4430.312012
	Iteration 24Q: 3 clusters Score -1033194 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1033206.437500 Penalty: 4430.312012
	Iteration 25Q: 3 clusters Score -1033206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1033213.937500 Penalty: 4430.312012
	Iteration 26Q: 3 clusters Score -1033214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1033217.937500 Penalty: 4430.312012
	Iteration 27Q: 3 clusters Score -1033218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1033221.812500 Penalty: 4430.312012
	Iteration 28Q: 3 clusters Score -1033222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1033226.125000 Penalty: 4430.312012
	Iteration 29Q: 3 clusters Score -1033226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1033230.312500 Penalty: 4430.312012
	Iteration 30Q: 3 clusters Score -1033230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1033229.875000 Penalty: 4430.312012
	Iteration 31Q: 3 clusters Score -1033230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1033231.437500 Penalty: 4430.312012
	Iteration 32Q: 3 clusters Score -1033231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1033232.750000 Penalty: 4430.312012
	Iteration 33Q: 3 clusters Score -1033233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1033231.437500 Penalty: 4430.312012
	Iteration 34Q: 3 clusters Score -1033231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1033233.875000 Penalty: 4430.312012
	Iteration 35Q: 3 clusters Score -1033234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1033231.687500 Penalty: 4430.312012
	Iteration 36Q: 3 clusters Score -1033232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1033232.250000 Penalty: 4430.312012
	Iteration 37Q: 3 clusters Score -1033232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1033232.250000 Penalty: 4430.312012
	Iteration 38Q: 3 clusters Score -1033232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1033232.250000 Penalty: 4430.312012
	Iteration 39F: 3 clusters Score -1033232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Entering Unmasked Estep 
Score: -161892.265625 Penalty: 1766.270874
	Iteration 0F: 2 clusters Score -161892.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -159802.250000 Penalty: 3532.541748
	Iteration 0F: 3 clusters Score -159802.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -160231.156250 Penalty: 3532.541748
	Iteration 1F: 3 clusters Score -160231.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -160502.843750 Penalty: 3532.541748
	Iteration 2F: 3 clusters Score -160502.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -160799.968750 Penalty: 3532.541748
	Iteration 3F: 3 clusters Score -160800 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -161048.921875 Penalty: 3532.541748
	Iteration 4F: 3 clusters Score -161048.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -161166.281250 Penalty: 3532.541748
	Iteration 5Q: 3 clusters Score -161166.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -161275.078125 Penalty: 3532.541748
	Iteration 6Q: 3 clusters Score -161275.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -161325.546875 Penalty: 3532.541748
	Iteration 7Q: 3 clusters Score -161325.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -161370.000000 Penalty: 3532.541748
	Iteration 8Q: 3 clusters Score -161370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -161443.015625 Penalty: 3532.541748
	Iteration 9Q: 3 clusters Score -161443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -161491.296875 Penalty: 3532.541748
	Iteration 10Q: 3 clusters Score -161491.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -161516.312500 Penalty: 3532.541748
	Iteration 11Q: 3 clusters Score -161516.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -161528.234375 Penalty: 3532.541748
	Iteration 12Q: 3 clusters Score -161528.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -161536.656250 Penalty: 3532.541748
	Iteration 13Q: 3 clusters Score -161536.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -161546.625000 Penalty: 3532.541748
	Iteration 14Q: 3 clusters Score -161546.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -161584.000000 Penalty: 3532.541748
	Iteration 15Q: 3 clusters Score -161584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -161645.578125 Penalty: 3532.541748
	Iteration 16Q: 3 clusters Score -161645.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -161818.953125 Penalty: 3532.541748
	Iteration 17Q: 3 clusters Score -161819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -162112.781250 Penalty: 3532.541748
	Iteration 18Q: 3 clusters Score -162112.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -162160.640625 Penalty: 3532.541748
	Iteration 19Q: 3 clusters Score -162160.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -162190.203125 Penalty: 3532.541748
	Iteration 20F: 3 clusters Score -162190.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -162217.109375 Penalty: 3532.541748
	Iteration 21Q: 3 clusters Score -162217.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -162250.734375 Penalty: 3532.541748
	Iteration 22Q: 3 clusters Score -162250.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -162270.453125 Penalty: 3532.541748
	Iteration 23Q: 3 clusters Score -162270.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -162273.859375 Penalty: 3532.541748
	Iteration 24Q: 3 clusters Score -162273.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -162278.546875 Penalty: 3532.541748
	Iteration 25Q: 3 clusters Score -162278.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -162280.203125 Penalty: 3532.541748
	Iteration 26Q: 3 clusters Score -162280.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -162280.203125 Penalty: 3532.541748
	Iteration 27F: 3 clusters Score -162280.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 129452 members 
Mstep: Class 3 contains 45059 members 
Mstep: Class 4 contains 9282 members 
Mstep: Class 5 contains 189902 members 
Mstep: Class 6 contains 128069 members 
Mstep: Class 7 contains 3216 members 
Mstep: Class 8 contains 28548 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 6930 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56554 members 
Mstep: Class 13 contains 17782 members 
Mstep: Class 14 contains 12634 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35721 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 27082 members 
Mstep: Class 19 contains 138004 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43582 members 
Mstep: Class 22 contains 68838 members 
Mstep: Class 23 contains 5357 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7571 members 
Mstep: Class 26 contains 435 members 
Mstep: Class 27 contains 2875 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15297 members 
Mstep: Class 31 contains 42035 members 
Mstep: Class 32 contains 5597 members 
Mstep: Class 33 contains 6161 members 
Mstep: Class 34 contains 804 members 
Entering Unmasked Estep 
Score: -142933536.000000 Penalty: 116931.921875
Splitting cluster 26 changes total score from -142934832.000000 to -142933536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Entering Unmasked Estep 
Score: -386292.187500 Penalty: 1975.024414
	Iteration 0F: 2 clusters Score -386292.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -383098.062500 Penalty: 3950.048828
	Iteration 0F: 3 clusters Score -383098.1 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -383752.562500 Penalty: 3950.048828
	Iteration 1F: 3 clusters Score -383752.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -383910.375000 Penalty: 3950.048828
	Iteration 2F: 3 clusters Score -383910.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -383998.750000 Penalty: 3950.048828
	Iteration 3Q: 3 clusters Score -383998.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -384067.250000 Penalty: 3950.048828
	Iteration 4Q: 3 clusters Score -384067.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -384115.093750 Penalty: 3950.048828
	Iteration 5Q: 3 clusters Score -384115.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -384150.343750 Penalty: 3950.048828
	Iteration 6Q: 3 clusters Score -384150.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -384177.531250 Penalty: 3950.048828
	Iteration 7Q: 3 clusters Score -384177.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -384189.937500 Penalty: 3950.048828
	Iteration 8Q: 3 clusters Score -384189.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -384200.156250 Penalty: 3950.048828
	Iteration 9Q: 3 clusters Score -384200.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -384213.375000 Penalty: 3950.048828
	Iteration 10Q: 3 clusters Score -384213.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -384225.093750 Penalty: 3950.048828
	Iteration 11Q: 3 clusters Score -384225.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -384233.156250 Penalty: 3950.048828
	Iteration 12Q: 3 clusters Score -384233.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -384242.625000 Penalty: 3950.048828
	Iteration 13Q: 3 clusters Score -384242.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -384252.812500 Penalty: 3950.048828
	Iteration 14Q: 3 clusters Score -384252.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -384263.718750 Penalty: 3950.048828
	Iteration 15Q: 3 clusters Score -384263.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -384275.406250 Penalty: 3950.048828
	Iteration 16Q: 3 clusters Score -384275.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -384289.093750 Penalty: 3950.048828
	Iteration 17Q: 3 clusters Score -384289.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -384305.031250 Penalty: 3950.048828
	Iteration 18Q: 3 clusters Score -384305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -384319.187500 Penalty: 3950.048828
	Iteration 19Q: 3 clusters Score -384319.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -384328.812500 Penalty: 3950.048828
	Iteration 20F: 3 clusters Score -384328.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -384341.687500 Penalty: 3950.048828
	Iteration 21Q: 3 clusters Score -384341.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -384350.781250 Penalty: 3950.048828
	Iteration 22Q: 3 clusters Score -384350.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -384361.406250 Penalty: 3950.048828
	Iteration 23Q: 3 clusters Score -384361.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -384371.687500 Penalty: 3950.048828
	Iteration 24Q: 3 clusters Score -384371.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -384379.250000 Penalty: 3950.048828
	Iteration 25Q: 3 clusters Score -384379.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -384386.375000 Penalty: 3950.048828
	Iteration 26Q: 3 clusters Score -384386.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -384392.000000 Penalty: 3950.048828
	Iteration 27Q: 3 clusters Score -384392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -384399.437500 Penalty: 3950.048828
	Iteration 28Q: 3 clusters Score -384399.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -384403.437500 Penalty: 3950.048828
	Iteration 29Q: 3 clusters Score -384403.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -384406.218750 Penalty: 3950.048828
	Iteration 30Q: 3 clusters Score -384406.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -384408.531250 Penalty: 3950.048828
	Iteration 31Q: 3 clusters Score -384408.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -384410.156250 Penalty: 3950.048828
	Iteration 32Q: 3 clusters Score -384410.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -384410.375000 Penalty: 3950.048828
	Iteration 33Q: 3 clusters Score -384410.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -384410.375000 Penalty: 3950.048828
	Iteration 34F: 3 clusters Score -384410.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -71787.156250 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -71787.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70216.101562 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -70216.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70402.953125 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -70402.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -70447.507812 Penalty: 3151.767578
	Iteration 2Q: 3 clusters Score -70447.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -70476.671875 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -70476.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70501.554688 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -70501.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70519.429688 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -70519.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70534.312500 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -70534.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70558.015625 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -70558.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70573.398438 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -70573.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -70582.679688 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -70582.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70593.453125 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -70593.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70599.960938 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -70599.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -70605.101562 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -70605.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -70614.320312 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -70614.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -70621.617188 Penalty: 3151.767578
	Iteration 14Q: 3 clusters Score -70621.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70628.429688 Penalty: 3151.767578
	Iteration 15Q: 3 clusters Score -70628.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -70635.968750 Penalty: 3151.767578
	Iteration 16Q: 3 clusters Score -70635.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70645.585938 Penalty: 3151.767578
	Iteration 17Q: 3 clusters Score -70645.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -70665.132812 Penalty: 3151.767578
	Iteration 18Q: 3 clusters Score -70665.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -70671.210938 Penalty: 3151.767578
	Iteration 19Q: 3 clusters Score -70671.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -70676.859375 Penalty: 3151.767578
	Iteration 20F: 3 clusters Score -70676.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -70684.015625 Penalty: 3151.767578
	Iteration 21Q: 3 clusters Score -70684.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -70685.296875 Penalty: 3151.767578
	Iteration 22Q: 3 clusters Score -70685.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -70685.296875 Penalty: 3151.767578
	Iteration 23F: 3 clusters Score -70685.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -26698.179688 Penalty: 1326.082642
	Iteration 0F: 2 clusters Score -26698.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25526.326172 Penalty: 2652.165283
	Iteration 0F: 3 clusters Score -25526.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25588.851562 Penalty: 2652.165283
	Iteration 1F: 3 clusters Score -25588.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25592.673828 Penalty: 2652.165283
	Iteration 2Q: 3 clusters Score -25592.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25601.941406 Penalty: 2652.165283
	Iteration 3Q: 3 clusters Score -25601.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25612.052734 Penalty: 2652.165283
	Iteration 4Q: 3 clusters Score -25612.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25612.052734 Penalty: 2652.165283
	Iteration 5F: 3 clusters Score -25612.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Entering Unmasked Estep 
Score: -2083340.500000 Penalty: 2389.582275
	Iteration 0F: 2 clusters Score -2083340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -2072391.250000 Penalty: 4779.164551
	Iteration 0F: 3 clusters Score -2072391 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2075912.250000 Penalty: 4779.164551
	Iteration 1F: 3 clusters Score -2075912 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2076387.250000 Penalty: 4779.164551
	Iteration 2F: 3 clusters Score -2076387 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2076817.000000 Penalty: 4779.164551
	Iteration 3F: 3 clusters Score -2076817 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2077197.500000 Penalty: 4779.164551
	Iteration 4Q: 3 clusters Score -2077198 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2077534.000000 Penalty: 4779.164551
	Iteration 5Q: 3 clusters Score -2077534 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2077813.000000 Penalty: 4779.164551
	Iteration 6Q: 3 clusters Score -2077813 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2078111.750000 Penalty: 4779.164551
	Iteration 7Q: 3 clusters Score -2078112 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2078356.375000 Penalty: 4779.164551
	Iteration 8Q: 3 clusters Score -2078356 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2078556.000000 Penalty: 4779.164551
	Iteration 9Q: 3 clusters Score -2078556 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2078726.625000 Penalty: 4779.164551
	Iteration 10Q: 3 clusters Score -2078727 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2078890.500000 Penalty: 4779.164551
	Iteration 11Q: 3 clusters Score -2078890 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2079023.000000 Penalty: 4779.164551
	Iteration 12Q: 3 clusters Score -2079023 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2079132.750000 Penalty: 4779.164551
	Iteration 13Q: 3 clusters Score -2079133 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2079245.625000 Penalty: 4779.164551
	Iteration 14Q: 3 clusters Score -2079246 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2079347.750000 Penalty: 4779.164551
	Iteration 15Q: 3 clusters Score -2079348 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2079447.125000 Penalty: 4779.164551
	Iteration 16Q: 3 clusters Score -2079447 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2079580.000000 Penalty: 4779.164551
	Iteration 17Q: 3 clusters Score -2079580 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2079702.250000 Penalty: 4779.164551
	Iteration 18Q: 3 clusters Score -2079702 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2079822.375000 Penalty: 4779.164551
	Iteration 19Q: 3 clusters Score -2079822 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2079929.500000 Penalty: 4779.164551
	Iteration 20F: 3 clusters Score -2079930 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2080031.000000 Penalty: 4779.164551
	Iteration 21Q: 3 clusters Score -2080031 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2080146.500000 Penalty: 4779.164551
	Iteration 22Q: 3 clusters Score -2080146 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2080277.250000 Penalty: 4779.164551
	Iteration 23Q: 3 clusters Score -2080277 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2080432.375000 Penalty: 4779.164551
	Iteration 24Q: 3 clusters Score -2080432 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2080603.375000 Penalty: 4779.164551
	Iteration 25Q: 3 clusters Score -2080603 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2080768.125000 Penalty: 4779.164551
	Iteration 26Q: 3 clusters Score -2080768 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2080939.375000 Penalty: 4779.164551
	Iteration 27Q: 3 clusters Score -2080939 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2081080.250000 Penalty: 4779.164551
	Iteration 28Q: 3 clusters Score -2081080 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2081175.500000 Penalty: 4779.164551
	Iteration 29Q: 3 clusters Score -2081176 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2081259.500000 Penalty: 4779.164551
	Iteration 30Q: 3 clusters Score -2081260 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2081335.625000 Penalty: 4779.164551
	Iteration 31Q: 3 clusters Score -2081336 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2081398.000000 Penalty: 4779.164551
	Iteration 32Q: 3 clusters Score -2081398 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2081450.000000 Penalty: 4779.164551
	Iteration 33Q: 3 clusters Score -2081450 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2081505.500000 Penalty: 4779.164551
	Iteration 34Q: 3 clusters Score -2081506 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2081558.625000 Penalty: 4779.164551
	Iteration 35Q: 3 clusters Score -2081559 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2081591.125000 Penalty: 4779.164551
	Iteration 36Q: 3 clusters Score -2081591 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2081622.625000 Penalty: 4779.164551
	Iteration 37Q: 3 clusters Score -2081623 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2081643.875000 Penalty: 4779.164551
	Iteration 38Q: 3 clusters Score -2081644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2081658.125000 Penalty: 4779.164551
	Iteration 39Q: 3 clusters Score -2081658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2081665.625000 Penalty: 4779.164551
	Iteration 40F: 3 clusters Score -2081666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2081668.500000 Penalty: 4779.164551
	Iteration 41Q: 3 clusters Score -2081668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2081668.500000 Penalty: 4779.164551
	Iteration 42Q: 3 clusters Score -2081668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2081673.000000 Penalty: 4779.164551
	Iteration 43Q: 3 clusters Score -2081673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2081672.750000 Penalty: 4779.164551
	Iteration 44Q: 3 clusters Score -2081673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2081672.125000 Penalty: 4779.164551
	Iteration 45Q: 3 clusters Score -2081672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2081674.125000 Penalty: 4779.164551
	Iteration 46Q: 3 clusters Score -2081674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2081675.250000 Penalty: 4779.164551
	Iteration 47Q: 3 clusters Score -2081675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2081673.625000 Penalty: 4779.164551
	Iteration 48Q: 3 clusters Score -2081674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2081676.250000 Penalty: 4779.164551
	Iteration 49Q: 3 clusters Score -2081676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2081676.375000 Penalty: 4779.164551
	Iteration 50Q: 3 clusters Score -2081676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2081675.125000 Penalty: 4779.164551
	Iteration 51Q: 3 clusters Score -2081675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2081676.875000 Penalty: 4779.164551
	Iteration 52Q: 3 clusters Score -2081677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2081676.875000 Penalty: 4779.164551
	Iteration 53F: 3 clusters Score -2081677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (42035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Entering Unmasked Estep 
Score: -5686114.000000 Penalty: 2640.271729
	Iteration 0F: 2 clusters Score -5686114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -5657517.500000 Penalty: 5280.543457
	Iteration 0F: 3 clusters Score -5657518 nChanged 19304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -5668152.000000 Penalty: 5280.543457
	Iteration 1F: 3 clusters Score -5668152 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -5668639.500000 Penalty: 5280.543457
	Iteration 2Q: 3 clusters Score -5668640 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -5669132.000000 Penalty: 5280.543457
	Iteration 3Q: 3 clusters Score -5669132 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -5669573.000000 Penalty: 5280.543457
	Iteration 4Q: 3 clusters Score -5669573 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -5670068.500000 Penalty: 5280.543457
	Iteration 5Q: 3 clusters Score -5670068 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -5670518.000000 Penalty: 5280.543457
	Iteration 6Q: 3 clusters Score -5670518 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -5671034.500000 Penalty: 5280.543457
	Iteration 7Q: 3 clusters Score -5671034 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -5671562.000000 Penalty: 5280.543457
	Iteration 8Q: 3 clusters Score -5671562 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -5672200.500000 Penalty: 5280.543457
	Iteration 9Q: 3 clusters Score -5672200 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -5672967.500000 Penalty: 5280.543457
	Iteration 10Q: 3 clusters Score -5672968 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -5673927.000000 Penalty: 5280.543457
	Iteration 11Q: 3 clusters Score -5673927 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -5674971.500000 Penalty: 5280.543457
	Iteration 12Q: 3 clusters Score -5674972 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -5676055.500000 Penalty: 5280.543457
	Iteration 13F: 3 clusters Score -5676056 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -5677292.500000 Penalty: 5280.543457
	Iteration 14Q: 3 clusters Score -5677292 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -5678600.000000 Penalty: 5280.543457
	Iteration 15Q: 3 clusters Score -5678600 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -5680027.000000 Penalty: 5280.543457
	Iteration 16Q: 3 clusters Score -5680027 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -5681395.000000 Penalty: 5280.543457
	Iteration 17Q: 3 clusters Score -5681395 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -5682521.500000 Penalty: 5280.543457
	Iteration 18Q: 3 clusters Score -5682522 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -5683218.000000 Penalty: 5280.543457
	Iteration 19Q: 3 clusters Score -5683218 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -5683612.000000 Penalty: 5280.543457
	Iteration 20F: 3 clusters Score -5683612 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -5683823.500000 Penalty: 5280.543457
	Iteration 21Q: 3 clusters Score -5683824 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -5683950.000000 Penalty: 5280.543457
	Iteration 22Q: 3 clusters Score -5683950 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -5684006.000000 Penalty: 5280.543457
	Iteration 23Q: 3 clusters Score -5684006 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -5684050.000000 Penalty: 5280.543457
	Iteration 24Q: 3 clusters Score -5684050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -5684080.000000 Penalty: 5280.543457
	Iteration 25Q: 3 clusters Score -5684080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -5684097.000000 Penalty: 5280.543457
	Iteration 26Q: 3 clusters Score -5684097 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -5684109.500000 Penalty: 5280.543457
	Iteration 27Q: 3 clusters Score -5684110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -5684107.000000 Penalty: 5280.543457
	Iteration 28Q: 3 clusters Score -5684107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -5684118.500000 Penalty: 5280.543457
	Iteration 29Q: 3 clusters Score -5684118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -5684116.000000 Penalty: 5280.543457
	Iteration 30Q: 3 clusters Score -5684116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -5684125.500000 Penalty: 5280.543457
	Iteration 31Q: 3 clusters Score -5684126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -5684130.500000 Penalty: 5280.543457
	Iteration 32Q: 3 clusters Score -5684130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -5684136.000000 Penalty: 5280.543457
	Iteration 33Q: 3 clusters Score -5684136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -5684135.500000 Penalty: 5280.543457
	Iteration 34Q: 3 clusters Score -5684136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -5684135.500000 Penalty: 5280.543457
	Iteration 35Q: 3 clusters Score -5684136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -5684135.500000 Penalty: 5280.543457
	Iteration 36F: 3 clusters Score -5684136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Entering Unmasked Estep 
Score: -770358.062500 Penalty: 2140.236572
	Iteration 0F: 2 clusters Score -770358.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -765418.062500 Penalty: 4280.473145
	Iteration 0F: 3 clusters Score -765418.1 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -766592.562500 Penalty: 4280.473145
	Iteration 1F: 3 clusters Score -766592.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -766804.562500 Penalty: 4280.473145
	Iteration 2F: 3 clusters Score -766804.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -766921.187500 Penalty: 4280.473145
	Iteration 3Q: 3 clusters Score -766921.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -766990.125000 Penalty: 4280.473145
	Iteration 4Q: 3 clusters Score -766990.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -767031.250000 Penalty: 4280.473145
	Iteration 5Q: 3 clusters Score -767031.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -767067.187500 Penalty: 4280.473145
	Iteration 6Q: 3 clusters Score -767067.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -767105.687500 Penalty: 4280.473145
	Iteration 7Q: 3 clusters Score -767105.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -767145.687500 Penalty: 4280.473145
	Iteration 8Q: 3 clusters Score -767145.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -767177.937500 Penalty: 4280.473145
	Iteration 9Q: 3 clusters Score -767177.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -767202.000000 Penalty: 4280.473145
	Iteration 10Q: 3 clusters Score -767202 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -767229.500000 Penalty: 4280.473145
	Iteration 11Q: 3 clusters Score -767229.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -767245.750000 Penalty: 4280.473145
	Iteration 12Q: 3 clusters Score -767245.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -767263.125000 Penalty: 4280.473145
	Iteration 13Q: 3 clusters Score -767263.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -767271.937500 Penalty: 4280.473145
	Iteration 14Q: 3 clusters Score -767271.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -767283.062500 Penalty: 4280.473145
	Iteration 15Q: 3 clusters Score -767283.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -767290.875000 Penalty: 4280.473145
	Iteration 16Q: 3 clusters Score -767290.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -767297.187500 Penalty: 4280.473145
	Iteration 17Q: 3 clusters Score -767297.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -767305.187500 Penalty: 4280.473145
	Iteration 18Q: 3 clusters Score -767305.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -767315.687500 Penalty: 4280.473145
	Iteration 19Q: 3 clusters Score -767315.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -767323.937500 Penalty: 4280.473145
	Iteration 20F: 3 clusters Score -767323.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -767330.750000 Penalty: 4280.473145
	Iteration 21Q: 3 clusters Score -767330.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -767342.437500 Penalty: 4280.473145
	Iteration 22Q: 3 clusters Score -767342.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -767350.312500 Penalty: 4280.473145
	Iteration 23Q: 3 clusters Score -767350.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -767360.500000 Penalty: 4280.473145
	Iteration 24Q: 3 clusters Score -767360.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -767370.437500 Penalty: 4280.473145
	Iteration 25Q: 3 clusters Score -767370.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -767382.875000 Penalty: 4280.473145
	Iteration 26Q: 3 clusters Score -767382.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -767400.562500 Penalty: 4280.473145
	Iteration 27Q: 3 clusters Score -767400.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -767420.437500 Penalty: 4280.473145
	Iteration 28Q: 3 clusters Score -767420.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -767444.750000 Penalty: 4280.473145
	Iteration 29Q: 3 clusters Score -767444.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -767462.000000 Penalty: 4280.473145
	Iteration 30Q: 3 clusters Score -767462 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -767475.312500 Penalty: 4280.473145
	Iteration 31Q: 3 clusters Score -767475.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -767487.812500 Penalty: 4280.473145
	Iteration 32Q: 3 clusters Score -767487.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -767502.375000 Penalty: 4280.473145
	Iteration 33Q: 3 clusters Score -767502.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -767521.500000 Penalty: 4280.473145
	Iteration 34Q: 3 clusters Score -767521.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -767540.500000 Penalty: 4280.473145
	Iteration 35Q: 3 clusters Score -767540.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -767560.625000 Penalty: 4280.473145
	Iteration 36Q: 3 clusters Score -767560.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -767581.375000 Penalty: 4280.473145
	Iteration 37Q: 3 clusters Score -767581.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -767602.187500 Penalty: 4280.473145
	Iteration 38Q: 3 clusters Score -767602.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -767624.375000 Penalty: 4280.473145
	Iteration 39Q: 3 clusters Score -767624.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -767648.875000 Penalty: 4280.473145
	Iteration 40F: 3 clusters Score -767648.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -767681.437500 Penalty: 4280.473145
	Iteration 41Q: 3 clusters Score -767681.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -767715.750000 Penalty: 4280.473145
	Iteration 42Q: 3 clusters Score -767715.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -767752.687500 Penalty: 4280.473145
	Iteration 43Q: 3 clusters Score -767752.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -767784.687500 Penalty: 4280.473145
	Iteration 44Q: 3 clusters Score -767784.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -767818.062500 Penalty: 4280.473145
	Iteration 45Q: 3 clusters Score -767818.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -767854.000000 Penalty: 4280.473145
	Iteration 46Q: 3 clusters Score -767854 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -767897.312500 Penalty: 4280.473145
	Iteration 47Q: 3 clusters Score -767897.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -767929.687500 Penalty: 4280.473145
	Iteration 48Q: 3 clusters Score -767929.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -767966.000000 Penalty: 4280.473145
	Iteration 49Q: 3 clusters Score -767966 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -767997.062500 Penalty: 4280.473145
	Iteration 50Q: 3 clusters Score -767997.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -768033.187500 Penalty: 4280.473145
	Iteration 51Q: 3 clusters Score -768033.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -768063.375000 Penalty: 4280.473145
	Iteration 52Q: 3 clusters Score -768063.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -768103.562500 Penalty: 4280.473145
	Iteration 53Q: 3 clusters Score -768103.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -768149.062500 Penalty: 4280.473145
	Iteration 54Q: 3 clusters Score -768149.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -768207.437500 Penalty: 4280.473145
	Iteration 55Q: 3 clusters Score -768207.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -768252.125000 Penalty: 4280.473145
	Iteration 56Q: 3 clusters Score -768252.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -768289.812500 Penalty: 4280.473145
	Iteration 57Q: 3 clusters Score -768289.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -768322.687500 Penalty: 4280.473145
	Iteration 58Q: 3 clusters Score -768322.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -768351.250000 Penalty: 4280.473145
	Iteration 59Q: 3 clusters Score -768351.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -768371.250000 Penalty: 4280.473145
	Iteration 60F: 3 clusters Score -768371.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -768388.375000 Penalty: 4280.473145
	Iteration 61Q: 3 clusters Score -768388.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -768398.125000 Penalty: 4280.473145
	Iteration 62Q: 3 clusters Score -768398.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -768408.687500 Penalty: 4280.473145
	Iteration 63Q: 3 clusters Score -768408.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -768416.812500 Penalty: 4280.473145
	Iteration 64Q: 3 clusters Score -768416.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -768426.625000 Penalty: 4280.473145
	Iteration 65Q: 3 clusters Score -768426.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -768442.937500 Penalty: 4280.473145
	Iteration 66Q: 3 clusters Score -768442.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -768454.500000 Penalty: 4280.473145
	Iteration 67Q: 3 clusters Score -768454.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -768464.000000 Penalty: 4280.473145
	Iteration 68Q: 3 clusters Score -768464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -768468.812500 Penalty: 4280.473145
	Iteration 69Q: 3 clusters Score -768468.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -768471.125000 Penalty: 4280.473145
	Iteration 70Q: 3 clusters Score -768471.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -768475.312500 Penalty: 4280.473145
	Iteration 71Q: 3 clusters Score -768475.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -768479.250000 Penalty: 4280.473145
	Iteration 72Q: 3 clusters Score -768479.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -768484.625000 Penalty: 4280.473145
	Iteration 73Q: 3 clusters Score -768484.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -768489.937500 Penalty: 4280.473145
	Iteration 74Q: 3 clusters Score -768489.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -768495.375000 Penalty: 4280.473145
	Iteration 75Q: 3 clusters Score -768495.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -768502.250000 Penalty: 4280.473145
	Iteration 76Q: 3 clusters Score -768502.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -768504.625000 Penalty: 4280.473145
	Iteration 77Q: 3 clusters Score -768504.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -768510.562500 Penalty: 4280.473145
	Iteration 78Q: 3 clusters Score -768510.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -768510.437500 Penalty: 4280.473145
	Iteration 79Q: 3 clusters Score -768510.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -768511.937500 Penalty: 4280.473145
	Iteration 80F: 3 clusters Score -768511.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -768513.312500 Penalty: 4280.473145
	Iteration 81Q: 3 clusters Score -768513.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -768514.312500 Penalty: 4280.473145
	Iteration 82Q: 3 clusters Score -768514.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -768514.750000 Penalty: 4280.473145
	Iteration 83Q: 3 clusters Score -768514.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -768518.000000 Penalty: 4280.473145
	Iteration 84Q: 3 clusters Score -768518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -768520.750000 Penalty: 4280.473145
	Iteration 85Q: 3 clusters Score -768520.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -768522.562500 Penalty: 4280.473145
	Iteration 86Q: 3 clusters Score -768522.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -768522.562500 Penalty: 4280.473145
	Iteration 87F: 3 clusters Score -768522.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Entering Unmasked Estep 
Score: -824173.125000 Penalty: 2164.046631
	Iteration 0F: 2 clusters Score -824173.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -818978.875000 Penalty: 4328.093262
	Iteration 0F: 3 clusters Score -818978.9 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -820330.000000 Penalty: 4328.093262
	Iteration 1F: 3 clusters Score -820330 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -820630.750000 Penalty: 4328.093262
	Iteration 2F: 3 clusters Score -820630.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -820841.562500 Penalty: 4328.093262
	Iteration 3F: 3 clusters Score -820841.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -821014.562500 Penalty: 4328.093262
	Iteration 4Q: 3 clusters Score -821014.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -821176.937500 Penalty: 4328.093262
	Iteration 5Q: 3 clusters Score -821176.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -821328.437500 Penalty: 4328.093262
	Iteration 6Q: 3 clusters Score -821328.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -821463.250000 Penalty: 4328.093262
	Iteration 7Q: 3 clusters Score -821463.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -821575.000000 Penalty: 4328.093262
	Iteration 8Q: 3 clusters Score -821575 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -821668.687500 Penalty: 4328.093262
	Iteration 9Q: 3 clusters Score -821668.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -821765.500000 Penalty: 4328.093262
	Iteration 10Q: 3 clusters Score -821765.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -821859.125000 Penalty: 4328.093262
	Iteration 11Q: 3 clusters Score -821859.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -821945.875000 Penalty: 4328.093262
	Iteration 12Q: 3 clusters Score -821945.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -822043.625000 Penalty: 4328.093262
	Iteration 13Q: 3 clusters Score -822043.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -822135.062500 Penalty: 4328.093262
	Iteration 14Q: 3 clusters Score -822135.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -822234.375000 Penalty: 4328.093262
	Iteration 15Q: 3 clusters Score -822234.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -822311.250000 Penalty: 4328.093262
	Iteration 16Q: 3 clusters Score -822311.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -822383.437500 Penalty: 4328.093262
	Iteration 17Q: 3 clusters Score -822383.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -822435.625000 Penalty: 4328.093262
	Iteration 18Q: 3 clusters Score -822435.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -822477.562500 Penalty: 4328.093262
	Iteration 19Q: 3 clusters Score -822477.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -822502.625000 Penalty: 4328.093262
	Iteration 20F: 3 clusters Score -822502.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -822520.250000 Penalty: 4328.093262
	Iteration 21Q: 3 clusters Score -822520.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -822539.000000 Penalty: 4328.093262
	Iteration 22Q: 3 clusters Score -822539 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -822552.750000 Penalty: 4328.093262
	Iteration 23Q: 3 clusters Score -822552.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -822566.312500 Penalty: 4328.093262
	Iteration 24Q: 3 clusters Score -822566.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -822572.250000 Penalty: 4328.093262
	Iteration 25Q: 3 clusters Score -822572.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -822575.312500 Penalty: 4328.093262
	Iteration 26Q: 3 clusters Score -822575.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -822579.187500 Penalty: 4328.093262
	Iteration 27Q: 3 clusters Score -822579.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -822581.312500 Penalty: 4328.093262
	Iteration 28Q: 3 clusters Score -822581.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -822582.187500 Penalty: 4328.093262
	Iteration 29Q: 3 clusters Score -822582.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -822582.625000 Penalty: 4328.093262
	Iteration 30Q: 3 clusters Score -822582.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -822583.000000 Penalty: 4328.093262
	Iteration 31Q: 3 clusters Score -822583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -822582.062500 Penalty: 4328.093262
	Iteration 32Q: 3 clusters Score -822582.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -822583.562500 Penalty: 4328.093262
	Iteration 33Q: 3 clusters Score -822583.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -822583.562500 Penalty: 4328.093262
	Iteration 34F: 3 clusters Score -822583.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 129452 members 
Mstep: Class 3 contains 45059 members 
Mstep: Class 4 contains 9282 members 
Mstep: Class 5 contains 189902 members 
Mstep: Class 6 contains 128069 members 
Mstep: Class 7 contains 3216 members 
Mstep: Class 8 contains 28548 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 6930 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56554 members 
Mstep: Class 13 contains 17782 members 
Mstep: Class 14 contains 12634 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35721 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 27082 members 
Mstep: Class 19 contains 138004 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43582 members 
Mstep: Class 22 contains 68838 members 
Mstep: Class 23 contains 5357 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7571 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2875 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15297 members 
Mstep: Class 31 contains 42035 members 
Mstep: Class 32 contains 5597 members 
Mstep: Class 33 contains 6161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934896.000000 Penalty: 113492.750000
Iteration 119Q: 34 clusters Score -1.429349e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 129420 members 
Mstep: Class 3 contains 45065 members 
Mstep: Class 4 contains 9280 members 
Mstep: Class 5 contains 189793 members 
Mstep: Class 6 contains 128050 members 
Mstep: Class 7 contains 3216 members 
Mstep: Class 8 contains 28528 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 10 contains 6924 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56541 members 
Mstep: Class 13 contains 17777 members 
Mstep: Class 14 contains 12623 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35715 members 
Mstep: Class 17 contains 9176 members 
Mstep: Class 18 contains 27091 members 
Mstep: Class 19 contains 138014 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43547 members 
Mstep: Class 22 contains 69023 members 
Mstep: Class 23 contains 5367 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7574 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2875 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15298 members 
Mstep: Class 31 contains 42041 members 
Mstep: Class 32 contains 5600 members 
Mstep: Class 33 contains 6172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934976.000000 Penalty: 113492.750000
Iteration 120F: 34 clusters Score -1.42935e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 129427 members 
Mstep: Class 3 contains 45067 members 
Mstep: Class 4 contains 9280 members 
Mstep: Class 5 contains 189692 members 
Mstep: Class 6 contains 128030 members 
Mstep: Class 7 contains 3215 members 
Mstep: Class 8 contains 28493 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 10 contains 6917 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56528 members 
Mstep: Class 13 contains 17778 members 
Mstep: Class 14 contains 12614 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35709 members 
Mstep: Class 17 contains 9185 members 
Mstep: Class 18 contains 27099 members 
Mstep: Class 19 contains 138025 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43506 members 
Mstep: Class 22 contains 69188 members 
Mstep: Class 23 contains 5376 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7579 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2874 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15298 members 
Mstep: Class 31 contains 42040 members 
Mstep: Class 32 contains 5607 members 
Mstep: Class 33 contains 6181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935024.000000 Penalty: 113492.750000
Iteration 121Q: 34 clusters Score -1.42935e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 129443 members 
Mstep: Class 3 contains 45068 members 
Mstep: Class 4 contains 9281 members 
Mstep: Class 5 contains 189605 members 
Mstep: Class 6 contains 128005 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28477 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 10 contains 6919 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56506 members 
Mstep: Class 13 contains 17775 members 
Mstep: Class 14 contains 12604 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35705 members 
Mstep: Class 17 contains 9185 members 
Mstep: Class 18 contains 27104 members 
Mstep: Class 19 contains 138037 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43483 members 
Mstep: Class 22 contains 69321 members 
Mstep: Class 23 contains 5384 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7580 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2872 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15298 members 
Mstep: Class 31 contains 42043 members 
Mstep: Class 32 contains 5609 members 
Mstep: Class 33 contains 6191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934832.000000 Penalty: 113492.750000
Iteration 122Q: 34 clusters Score -1.429348e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 129463 members 
Mstep: Class 3 contains 45073 members 
Mstep: Class 4 contains 9279 members 
Mstep: Class 5 contains 189502 members 
Mstep: Class 6 contains 127986 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28468 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 10 contains 6918 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56496 members 
Mstep: Class 13 contains 17766 members 
Mstep: Class 14 contains 12601 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35703 members 
Mstep: Class 17 contains 9190 members 
Mstep: Class 18 contains 27102 members 
Mstep: Class 19 contains 138051 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43457 members 
Mstep: Class 22 contains 69438 members 
Mstep: Class 23 contains 5395 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7582 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2874 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15296 members 
Mstep: Class 31 contains 42042 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934944.000000 Penalty: 113492.750000
Iteration 123Q: 34 clusters Score -1.429349e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 129479 members 
Mstep: Class 3 contains 45076 members 
Mstep: Class 4 contains 9275 members 
Mstep: Class 5 contains 189418 members 
Mstep: Class 6 contains 127978 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28451 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6917 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56485 members 
Mstep: Class 13 contains 17751 members 
Mstep: Class 14 contains 12602 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35693 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 27109 members 
Mstep: Class 19 contains 138069 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43439 members 
Mstep: Class 22 contains 69542 members 
Mstep: Class 23 contains 5406 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7584 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2875 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15294 members 
Mstep: Class 31 contains 42035 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934960.000000 Penalty: 113492.750000
Iteration 124Q: 34 clusters Score -1.42935e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 129488 members 
Mstep: Class 3 contains 45083 members 
Mstep: Class 4 contains 9271 members 
Mstep: Class 5 contains 189303 members 
Mstep: Class 6 contains 127977 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28440 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6915 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56477 members 
Mstep: Class 13 contains 17743 members 
Mstep: Class 14 contains 12598 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35692 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 27109 members 
Mstep: Class 19 contains 138103 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43425 members 
Mstep: Class 22 contains 69640 members 
Mstep: Class 23 contains 5417 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7585 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2873 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15294 members 
Mstep: Class 31 contains 42035 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935152.000000 Penalty: 113492.750000
Iteration 125Q: 34 clusters Score -1.429352e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 129475 members 
Mstep: Class 3 contains 45087 members 
Mstep: Class 4 contains 9260 members 
Mstep: Class 5 contains 189228 members 
Mstep: Class 6 contains 127975 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28427 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6912 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56469 members 
Mstep: Class 13 contains 17735 members 
Mstep: Class 14 contains 12598 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35692 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 27110 members 
Mstep: Class 19 contains 138143 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43413 members 
Mstep: Class 22 contains 69733 members 
Mstep: Class 23 contains 5425 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7585 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2872 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15294 members 
Mstep: Class 31 contains 42034 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935312.000000 Penalty: 113492.750000
Iteration 126Q: 34 clusters Score -1.429353e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 129471 members 
Mstep: Class 3 contains 45096 members 
Mstep: Class 4 contains 9246 members 
Mstep: Class 5 contains 189172 members 
Mstep: Class 6 contains 127965 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28416 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6911 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56454 members 
Mstep: Class 13 contains 17724 members 
Mstep: Class 14 contains 12595 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35692 members 
Mstep: Class 17 contains 9191 members 
Mstep: Class 18 contains 27110 members 
Mstep: Class 19 contains 138166 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43401 members 
Mstep: Class 22 contains 69828 members 
Mstep: Class 23 contains 5438 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7585 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2872 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15296 members 
Mstep: Class 31 contains 42029 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935392.000000 Penalty: 113492.750000
Iteration 127Q: 34 clusters Score -1.429354e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 129453 members 
Mstep: Class 3 contains 45104 members 
Mstep: Class 4 contains 9245 members 
Mstep: Class 5 contains 189108 members 
Mstep: Class 6 contains 127957 members 
Mstep: Class 7 contains 3215 members 
Mstep: Class 8 contains 28401 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6909 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56432 members 
Mstep: Class 13 contains 17720 members 
Mstep: Class 14 contains 12595 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35693 members 
Mstep: Class 17 contains 9192 members 
Mstep: Class 18 contains 27113 members 
Mstep: Class 19 contains 138203 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43399 members 
Mstep: Class 22 contains 69901 members 
Mstep: Class 23 contains 5446 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7587 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2872 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15297 members 
Mstep: Class 31 contains 42028 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 34 clusters Score -1.429354e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 129458 members 
Mstep: Class 3 contains 45110 members 
Mstep: Class 4 contains 9237 members 
Mstep: Class 5 contains 189046 members 
Mstep: Class 6 contains 127937 members 
Mstep: Class 7 contains 3215 members 
Mstep: Class 8 contains 28378 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 10 contains 6909 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56421 members 
Mstep: Class 13 contains 17716 members 
Mstep: Class 14 contains 12595 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35693 members 
Mstep: Class 17 contains 9196 members 
Mstep: Class 18 contains 27114 members 
Mstep: Class 19 contains 138225 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43395 members 
Mstep: Class 22 contains 69983 members 
Mstep: Class 23 contains 5451 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7587 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2872 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15298 members 
Mstep: Class 31 contains 42028 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6229 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 34 clusters Score -1.429354e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 129454 members 
Mstep: Class 3 contains 45122 members 
Mstep: Class 4 contains 9232 members 
Mstep: Class 5 contains 188985 members 
Mstep: Class 6 contains 127921 members 
Mstep: Class 7 contains 3215 members 
Mstep: Class 8 contains 28348 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 6909 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56411 members 
Mstep: Class 13 contains 17713 members 
Mstep: Class 14 contains 12596 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35690 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 27114 members 
Mstep: Class 19 contains 138250 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43389 members 
Mstep: Class 22 contains 70078 members 
Mstep: Class 23 contains 5456 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7588 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2872 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15298 members 
Mstep: Class 31 contains 42026 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935328.000000 Penalty: 113492.750000
Iteration 130Q: 34 clusters Score -1.429353e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 129448 members 
Mstep: Class 3 contains 45134 members 
Mstep: Class 4 contains 9223 members 
Mstep: Class 5 contains 188937 members 
Mstep: Class 6 contains 127905 members 
Mstep: Class 7 contains 3215 members 
Mstep: Class 8 contains 28320 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 6909 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56389 members 
Mstep: Class 13 contains 17712 members 
Mstep: Class 14 contains 12590 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35685 members 
Mstep: Class 17 contains 9197 members 
Mstep: Class 18 contains 27117 members 
Mstep: Class 19 contains 138261 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43379 members 
Mstep: Class 22 contains 70195 members 
Mstep: Class 23 contains 5459 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7590 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2872 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15297 members 
Mstep: Class 31 contains 42024 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6231 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 34 clusters Score -1.429354e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 129445 members 
Mstep: Class 3 contains 45144 members 
Mstep: Class 4 contains 9223 members 
Mstep: Class 5 contains 188901 members 
Mstep: Class 6 contains 127883 members 
Mstep: Class 7 contains 3215 members 
Mstep: Class 8 contains 28294 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 10 contains 6908 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56362 members 
Mstep: Class 13 contains 17709 members 
Mstep: Class 14 contains 12587 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35683 members 
Mstep: Class 17 contains 9201 members 
Mstep: Class 18 contains 27118 members 
Mstep: Class 19 contains 138270 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43373 members 
Mstep: Class 22 contains 70288 members 
Mstep: Class 23 contains 5463 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7594 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2872 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15296 members 
Mstep: Class 31 contains 42028 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6231 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 34 clusters Score -1.429355e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 129443 members 
Mstep: Class 3 contains 45150 members 
Mstep: Class 4 contains 9215 members 
Mstep: Class 5 contains 188852 members 
Mstep: Class 6 contains 127867 members 
Mstep: Class 7 contains 3215 members 
Mstep: Class 8 contains 28271 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 10 contains 6909 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56341 members 
Mstep: Class 13 contains 17701 members 
Mstep: Class 14 contains 12586 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35683 members 
Mstep: Class 17 contains 9207 members 
Mstep: Class 18 contains 27120 members 
Mstep: Class 19 contains 138273 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43368 members 
Mstep: Class 22 contains 70387 members 
Mstep: Class 23 contains 5468 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7594 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2872 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15296 members 
Mstep: Class 31 contains 42033 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6234 members 
Entering Unmasked Estep 
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Iteration 133Q: 34 clusters Score -1.429357e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 129431 members 
Mstep: Class 3 contains 45160 members 
Mstep: Class 4 contains 9207 members 
Mstep: Class 5 contains 188803 members 
Mstep: Class 6 contains 127866 members 
Mstep: Class 7 contains 3215 members 
Mstep: Class 8 contains 28263 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 10 contains 6910 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56303 members 
Mstep: Class 13 contains 17694 members 
Mstep: Class 14 contains 12588 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35681 members 
Mstep: Class 17 contains 9209 members 
Mstep: Class 18 contains 27124 members 
Mstep: Class 19 contains 138275 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43365 members 
Mstep: Class 22 contains 70478 members 
Mstep: Class 23 contains 5473 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7598 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2872 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15296 members 
Mstep: Class 31 contains 42036 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6236 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 34 clusters Score -1.429355e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 129420 members 
Mstep: Class 3 contains 45171 members 
Mstep: Class 4 contains 9200 members 
Mstep: Class 5 contains 188746 members 
Mstep: Class 6 contains 127875 members 
Mstep: Class 7 contains 3215 members 
Mstep: Class 8 contains 28258 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6911 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56265 members 
Mstep: Class 13 contains 17685 members 
Mstep: Class 14 contains 12585 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35683 members 
Mstep: Class 17 contains 9213 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 138286 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43358 members 
Mstep: Class 22 contains 70556 members 
Mstep: Class 23 contains 5482 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7598 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2874 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15296 members 
Mstep: Class 31 contains 42039 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6242 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 34 clusters Score -1.429356e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 129413 members 
Mstep: Class 3 contains 45174 members 
Mstep: Class 4 contains 9197 members 
Mstep: Class 5 contains 188700 members 
Mstep: Class 6 contains 127873 members 
Mstep: Class 7 contains 3215 members 
Mstep: Class 8 contains 28247 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6909 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56248 members 
Mstep: Class 13 contains 17679 members 
Mstep: Class 14 contains 12585 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35679 members 
Mstep: Class 17 contains 9214 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 138293 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43354 members 
Mstep: Class 22 contains 70632 members 
Mstep: Class 23 contains 5488 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7599 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2875 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15296 members 
Mstep: Class 31 contains 42042 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935392.000000 Penalty: 113492.750000
Iteration 136Q: 34 clusters Score -1.429354e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 129410 members 
Mstep: Class 3 contains 45186 members 
Mstep: Class 4 contains 9197 members 
Mstep: Class 5 contains 188668 members 
Mstep: Class 6 contains 127867 members 
Mstep: Class 7 contains 3215 members 
Mstep: Class 8 contains 28229 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6907 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56227 members 
Mstep: Class 13 contains 17668 members 
Mstep: Class 14 contains 12584 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35677 members 
Mstep: Class 17 contains 9217 members 
Mstep: Class 18 contains 27131 members 
Mstep: Class 19 contains 138293 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43346 members 
Mstep: Class 22 contains 70707 members 
Mstep: Class 23 contains 5497 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7602 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2876 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15296 members 
Mstep: Class 31 contains 42040 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935520.000000 Penalty: 113492.750000
Iteration 137Q: 34 clusters Score -1.429355e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 129415 members 
Mstep: Class 3 contains 45190 members 
Mstep: Class 4 contains 9200 members 
Mstep: Class 5 contains 188617 members 
Mstep: Class 6 contains 127874 members 
Mstep: Class 7 contains 3215 members 
Mstep: Class 8 contains 28211 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6903 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56213 members 
Mstep: Class 13 contains 17655 members 
Mstep: Class 14 contains 12579 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35676 members 
Mstep: Class 17 contains 9222 members 
Mstep: Class 18 contains 27132 members 
Mstep: Class 19 contains 138287 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43340 members 
Mstep: Class 22 contains 70780 members 
Mstep: Class 23 contains 5505 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7608 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2877 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15296 members 
Mstep: Class 31 contains 42045 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935536.000000 Penalty: 113492.750000
Iteration 138Q: 34 clusters Score -1.429355e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 129414 members 
Mstep: Class 3 contains 45195 members 
Mstep: Class 4 contains 9200 members 
Mstep: Class 5 contains 188573 members 
Mstep: Class 6 contains 127870 members 
Mstep: Class 7 contains 3215 members 
Mstep: Class 8 contains 28194 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6901 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56192 members 
Mstep: Class 13 contains 17648 members 
Mstep: Class 14 contains 12580 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35681 members 
Mstep: Class 17 contains 9219 members 
Mstep: Class 18 contains 27134 members 
Mstep: Class 19 contains 138287 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43332 members 
Mstep: Class 22 contains 70855 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7610 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2876 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15297 members 
Mstep: Class 31 contains 42048 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935520.000000 Penalty: 113492.750000
Iteration 139Q: 34 clusters Score -1.429355e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 129404 members 
Mstep: Class 3 contains 45196 members 
Mstep: Class 4 contains 9197 members 
Mstep: Class 5 contains 188544 members 
Mstep: Class 6 contains 127862 members 
Mstep: Class 7 contains 3215 members 
Mstep: Class 8 contains 28185 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6900 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56175 members 
Mstep: Class 13 contains 17641 members 
Mstep: Class 14 contains 12577 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35676 members 
Mstep: Class 17 contains 9221 members 
Mstep: Class 18 contains 27138 members 
Mstep: Class 19 contains 138296 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43329 members 
Mstep: Class 22 contains 70923 members 
Mstep: Class 23 contains 5519 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7611 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2874 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15298 members 
Mstep: Class 31 contains 42048 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6255 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 34 clusters Score -1.429356e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 129407 members 
Mstep: Class 3 contains 45193 members 
Mstep: Class 4 contains 9194 members 
Mstep: Class 5 contains 188513 members 
Mstep: Class 6 contains 127854 members 
Mstep: Class 7 contains 3215 members 
Mstep: Class 8 contains 28176 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56160 members 
Mstep: Class 13 contains 17636 members 
Mstep: Class 14 contains 12578 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35673 members 
Mstep: Class 17 contains 9226 members 
Mstep: Class 18 contains 27141 members 
Mstep: Class 19 contains 138294 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43326 members 
Mstep: Class 22 contains 70986 members 
Mstep: Class 23 contains 5523 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7613 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2873 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15299 members 
Mstep: Class 31 contains 42050 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6256 members 
Entering Unmasked Estep 
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Iteration 141Q: 34 clusters Score -1.429357e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 129415 members 
Mstep: Class 3 contains 45196 members 
Mstep: Class 4 contains 9186 members 
Mstep: Class 5 contains 188496 members 
Mstep: Class 6 contains 127857 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28162 members 
Mstep: Class 9 contains 2904 members 
Mstep: Class 10 contains 6899 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56136 members 
Mstep: Class 13 contains 17629 members 
Mstep: Class 14 contains 12577 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35667 members 
Mstep: Class 17 contains 9227 members 
Mstep: Class 18 contains 27141 members 
Mstep: Class 19 contains 138288 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43329 members 
Mstep: Class 22 contains 71041 members 
Mstep: Class 23 contains 5527 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7615 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2875 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15299 members 
Mstep: Class 31 contains 42050 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6259 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 142Q: 34 clusters Score -1.429355e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 129418 members 
Mstep: Class 3 contains 45195 members 
Mstep: Class 4 contains 9177 members 
Mstep: Class 5 contains 188490 members 
Mstep: Class 6 contains 127860 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28149 members 
Mstep: Class 9 contains 2903 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56115 members 
Mstep: Class 13 contains 17622 members 
Mstep: Class 14 contains 12574 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35663 members 
Mstep: Class 17 contains 9230 members 
Mstep: Class 18 contains 27142 members 
Mstep: Class 19 contains 138274 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43329 members 
Mstep: Class 22 contains 71095 members 
Mstep: Class 23 contains 5538 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7615 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2875 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15299 members 
Mstep: Class 31 contains 42054 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6260 members 
Entering Unmasked Estep 
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Iteration 143Q: 34 clusters Score -1.429355e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 129434 members 
Mstep: Class 3 contains 45196 members 
Mstep: Class 4 contains 9172 members 
Mstep: Class 5 contains 188463 members 
Mstep: Class 6 contains 127857 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28131 members 
Mstep: Class 9 contains 2903 members 
Mstep: Class 10 contains 6900 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56097 members 
Mstep: Class 13 contains 17611 members 
Mstep: Class 14 contains 12571 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35658 members 
Mstep: Class 17 contains 9231 members 
Mstep: Class 18 contains 27144 members 
Mstep: Class 19 contains 138267 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43321 members 
Mstep: Class 22 contains 71153 members 
Mstep: Class 23 contains 5546 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7615 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2875 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15300 members 
Mstep: Class 31 contains 42066 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6264 members 
Entering Unmasked Estep 
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Iteration 144Q: 34 clusters Score -1.429357e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129457 members 
Mstep: Class 3 contains 45199 members 
Mstep: Class 4 contains 9171 members 
Mstep: Class 5 contains 188423 members 
Mstep: Class 6 contains 127858 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28128 members 
Mstep: Class 9 contains 2904 members 
Mstep: Class 10 contains 6899 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56073 members 
Mstep: Class 13 contains 17600 members 
Mstep: Class 14 contains 12572 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35652 members 
Mstep: Class 17 contains 9229 members 
Mstep: Class 18 contains 27144 members 
Mstep: Class 19 contains 138255 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43317 members 
Mstep: Class 22 contains 71214 members 
Mstep: Class 23 contains 5552 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7616 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2875 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15301 members 
Mstep: Class 31 contains 42069 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6266 members 
Entering Unmasked Estep 
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Iteration 145Q: 34 clusters Score -1.429355e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129460 members 
Mstep: Class 3 contains 45204 members 
Mstep: Class 4 contains 9166 members 
Mstep: Class 5 contains 188395 members 
Mstep: Class 6 contains 127861 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28119 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56054 members 
Mstep: Class 13 contains 17591 members 
Mstep: Class 14 contains 12570 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35648 members 
Mstep: Class 17 contains 9227 members 
Mstep: Class 18 contains 27149 members 
Mstep: Class 19 contains 138249 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43314 members 
Mstep: Class 22 contains 71271 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7616 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2874 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42075 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935488.000000 Penalty: 113492.750000
Iteration 146Q: 34 clusters Score -1.429355e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129478 members 
Mstep: Class 3 contains 45209 members 
Mstep: Class 4 contains 9152 members 
Mstep: Class 5 contains 188366 members 
Mstep: Class 6 contains 127870 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28103 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56034 members 
Mstep: Class 13 contains 17582 members 
Mstep: Class 14 contains 12569 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35646 members 
Mstep: Class 17 contains 9229 members 
Mstep: Class 18 contains 27155 members 
Mstep: Class 19 contains 138239 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43311 members 
Mstep: Class 22 contains 71324 members 
Mstep: Class 23 contains 5568 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7616 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2875 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42080 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935456.000000 Penalty: 113492.750000
Iteration 147Q: 34 clusters Score -1.429355e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129493 members 
Mstep: Class 3 contains 45212 members 
Mstep: Class 4 contains 9136 members 
Mstep: Class 5 contains 188334 members 
Mstep: Class 6 contains 127884 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28096 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 56013 members 
Mstep: Class 13 contains 17569 members 
Mstep: Class 14 contains 12570 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35643 members 
Mstep: Class 17 contains 9230 members 
Mstep: Class 18 contains 27160 members 
Mstep: Class 19 contains 138230 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43309 members 
Mstep: Class 22 contains 71375 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7616 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2877 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42086 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935488.000000 Penalty: 113492.750000
Iteration 148Q: 34 clusters Score -1.429355e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129514 members 
Mstep: Class 3 contains 45213 members 
Mstep: Class 4 contains 9123 members 
Mstep: Class 5 contains 188299 members 
Mstep: Class 6 contains 127879 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28086 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6896 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55997 members 
Mstep: Class 13 contains 17563 members 
Mstep: Class 14 contains 12568 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35646 members 
Mstep: Class 17 contains 9231 members 
Mstep: Class 18 contains 27163 members 
Mstep: Class 19 contains 138223 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43304 members 
Mstep: Class 22 contains 71429 members 
Mstep: Class 23 contains 5578 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7616 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2878 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15303 members 
Mstep: Class 31 contains 42093 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935552.000000 Penalty: 113492.750000
Iteration 149Q: 34 clusters Score -1.429356e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129533 members 
Mstep: Class 3 contains 45217 members 
Mstep: Class 4 contains 9114 members 
Mstep: Class 5 contains 188281 members 
Mstep: Class 6 contains 127880 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28079 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55971 members 
Mstep: Class 13 contains 17553 members 
Mstep: Class 14 contains 12563 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35640 members 
Mstep: Class 17 contains 9233 members 
Mstep: Class 18 contains 27166 members 
Mstep: Class 19 contains 138216 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43301 members 
Mstep: Class 22 contains 71480 members 
Mstep: Class 23 contains 5586 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7616 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2878 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15303 members 
Mstep: Class 31 contains 42095 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 6267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935552.000000 Penalty: 113492.750000
Iteration 150Q: 34 clusters Score -1.429356e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129542 members 
Mstep: Class 3 contains 45216 members 
Mstep: Class 4 contains 9098 members 
Mstep: Class 5 contains 188263 members 
Mstep: Class 6 contains 127884 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28070 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6896 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55960 members 
Mstep: Class 13 contains 17551 members 
Mstep: Class 14 contains 12559 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35636 members 
Mstep: Class 17 contains 9232 members 
Mstep: Class 18 contains 27168 members 
Mstep: Class 19 contains 138214 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43297 members 
Mstep: Class 22 contains 71528 members 
Mstep: Class 23 contains 5594 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7616 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2878 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15303 members 
Mstep: Class 31 contains 42096 members 
Mstep: Class 32 contains 5614 members 
Mstep: Class 33 contains 6267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935648.000000 Penalty: 113492.750000
Iteration 151Q: 34 clusters Score -1.429356e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129560 members 
Mstep: Class 3 contains 45217 members 
Mstep: Class 4 contains 9084 members 
Mstep: Class 5 contains 188237 members 
Mstep: Class 6 contains 127880 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28058 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55951 members 
Mstep: Class 13 contains 17550 members 
Mstep: Class 14 contains 12553 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35634 members 
Mstep: Class 17 contains 9228 members 
Mstep: Class 18 contains 27170 members 
Mstep: Class 19 contains 138216 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43292 members 
Mstep: Class 22 contains 71572 members 
Mstep: Class 23 contains 5606 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7616 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2878 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15303 members 
Mstep: Class 31 contains 42100 members 
Mstep: Class 32 contains 5615 members 
Mstep: Class 33 contains 6267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935664.000000 Penalty: 113492.750000
Iteration 152Q: 34 clusters Score -1.429357e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129574 members 
Mstep: Class 3 contains 45215 members 
Mstep: Class 4 contains 9077 members 
Mstep: Class 5 contains 188225 members 
Mstep: Class 6 contains 127877 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28051 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55939 members 
Mstep: Class 13 contains 17550 members 
Mstep: Class 14 contains 12551 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35633 members 
Mstep: Class 17 contains 9226 members 
Mstep: Class 18 contains 27171 members 
Mstep: Class 19 contains 138210 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43290 members 
Mstep: Class 22 contains 71613 members 
Mstep: Class 23 contains 5613 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7616 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2877 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15303 members 
Mstep: Class 31 contains 42095 members 
Mstep: Class 32 contains 5615 members 
Mstep: Class 33 contains 6267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935792.000000 Penalty: 113492.750000
Iteration 153Q: 34 clusters Score -1.429358e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129585 members 
Mstep: Class 3 contains 45216 members 
Mstep: Class 4 contains 9066 members 
Mstep: Class 5 contains 188215 members 
Mstep: Class 6 contains 127878 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28045 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6892 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55921 members 
Mstep: Class 13 contains 17551 members 
Mstep: Class 14 contains 12552 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35629 members 
Mstep: Class 17 contains 9226 members 
Mstep: Class 18 contains 27172 members 
Mstep: Class 19 contains 138207 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43288 members 
Mstep: Class 22 contains 71653 members 
Mstep: Class 23 contains 5616 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7615 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2877 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42094 members 
Mstep: Class 32 contains 5615 members 
Mstep: Class 33 contains 6267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935872.000000 Penalty: 113492.750000
Iteration 154Q: 34 clusters Score -1.429359e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129600 members 
Mstep: Class 3 contains 45214 members 
Mstep: Class 4 contains 9048 members 
Mstep: Class 5 contains 188199 members 
Mstep: Class 6 contains 127877 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28042 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6888 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55909 members 
Mstep: Class 13 contains 17552 members 
Mstep: Class 14 contains 12552 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35631 members 
Mstep: Class 17 contains 9228 members 
Mstep: Class 18 contains 27173 members 
Mstep: Class 19 contains 138207 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43282 members 
Mstep: Class 22 contains 71691 members 
Mstep: Class 23 contains 5617 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7616 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2879 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15300 members 
Mstep: Class 31 contains 42095 members 
Mstep: Class 32 contains 5615 members 
Mstep: Class 33 contains 6267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935696.000000 Penalty: 113492.750000
Iteration 155Q: 34 clusters Score -1.429357e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129611 members 
Mstep: Class 3 contains 45218 members 
Mstep: Class 4 contains 9029 members 
Mstep: Class 5 contains 188176 members 
Mstep: Class 6 contains 127871 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28034 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6887 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55897 members 
Mstep: Class 13 contains 17552 members 
Mstep: Class 14 contains 12552 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35634 members 
Mstep: Class 17 contains 9229 members 
Mstep: Class 18 contains 27174 members 
Mstep: Class 19 contains 138225 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43276 members 
Mstep: Class 22 contains 71724 members 
Mstep: Class 23 contains 5621 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7617 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2880 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15298 members 
Mstep: Class 31 contains 42093 members 
Mstep: Class 32 contains 5616 members 
Mstep: Class 33 contains 6268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935632.000000 Penalty: 113492.750000
Iteration 156Q: 34 clusters Score -1.429356e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129630 members 
Mstep: Class 3 contains 45222 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 188168 members 
Mstep: Class 6 contains 127864 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28033 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6885 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55885 members 
Mstep: Class 13 contains 17548 members 
Mstep: Class 14 contains 12552 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35633 members 
Mstep: Class 17 contains 9230 members 
Mstep: Class 18 contains 27175 members 
Mstep: Class 19 contains 138224 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43267 members 
Mstep: Class 22 contains 71756 members 
Mstep: Class 23 contains 5626 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7617 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2881 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15296 members 
Mstep: Class 31 contains 42095 members 
Mstep: Class 32 contains 5617 members 
Mstep: Class 33 contains 6268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935792.000000 Penalty: 113492.750000
Iteration 157Q: 34 clusters Score -1.429358e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129647 members 
Mstep: Class 3 contains 45224 members 
Mstep: Class 4 contains 8999 members 
Mstep: Class 5 contains 188142 members 
Mstep: Class 6 contains 127859 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28036 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6886 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55872 members 
Mstep: Class 13 contains 17545 members 
Mstep: Class 14 contains 12551 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35632 members 
Mstep: Class 17 contains 9231 members 
Mstep: Class 18 contains 27176 members 
Mstep: Class 19 contains 138228 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43257 members 
Mstep: Class 22 contains 71787 members 
Mstep: Class 23 contains 5628 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7617 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2882 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15295 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5621 members 
Mstep: Class 33 contains 6269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935824.000000 Penalty: 113492.750000
Iteration 158Q: 34 clusters Score -1.429358e+08 nChanged 188
Entering ConstructFrom: 
Score: -142935824.000000 Penalty: 113492.750000
Entering ConstructFrom: 
Trying to split cluster 1 (6303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Entering Unmasked Estep 
Score: -865797.875000 Penalty: 2169.697754
	Iteration 0F: 2 clusters Score -865797.9 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 3120 members 
Entering Unmasked Estep 
Score: -860452.625000 Penalty: 4339.395508
	Iteration 0F: 3 clusters Score -860452.6 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -861797.625000 Penalty: 4339.395508
	Iteration 1F: 3 clusters Score -861797.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -862078.750000 Penalty: 4339.395508
	Iteration 2F: 3 clusters Score -862078.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -862297.500000 Penalty: 4339.395508
	Iteration 3F: 3 clusters Score -862297.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -862508.812500 Penalty: 4339.395508
	Iteration 4F: 3 clusters Score -862508.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -862721.000000 Penalty: 4339.395508
	Iteration 5Q: 3 clusters Score -862721 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -862913.312500 Penalty: 4339.395508
	Iteration 6Q: 3 clusters Score -862913.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -863099.812500 Penalty: 4339.395508
	Iteration 7Q: 3 clusters Score -863099.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -863257.937500 Penalty: 4339.395508
	Iteration 8Q: 3 clusters Score -863257.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -863416.437500 Penalty: 4339.395508
	Iteration 9Q: 3 clusters Score -863416.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -863574.812500 Penalty: 4339.395508
	Iteration 10Q: 3 clusters Score -863574.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -863719.125000 Penalty: 4339.395508
	Iteration 11Q: 3 clusters Score -863719.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -863868.875000 Penalty: 4339.395508
	Iteration 12Q: 3 clusters Score -863868.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -863955.250000 Penalty: 4339.395508
	Iteration 13Q: 3 clusters Score -863955.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -864022.750000 Penalty: 4339.395508
	Iteration 14Q: 3 clusters Score -864022.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -864080.875000 Penalty: 4339.395508
	Iteration 15Q: 3 clusters Score -864080.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -864132.125000 Penalty: 4339.395508
	Iteration 16Q: 3 clusters Score -864132.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -864181.875000 Penalty: 4339.395508
	Iteration 17Q: 3 clusters Score -864181.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -864221.500000 Penalty: 4339.395508
	Iteration 18Q: 3 clusters Score -864221.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -864251.312500 Penalty: 4339.395508
	Iteration 19Q: 3 clusters Score -864251.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -864280.187500 Penalty: 4339.395508
	Iteration 20F: 3 clusters Score -864280.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -864293.000000 Penalty: 4339.395508
	Iteration 21Q: 3 clusters Score -864293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -864305.187500 Penalty: 4339.395508
	Iteration 22Q: 3 clusters Score -864305.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -864313.750000 Penalty: 4339.395508
	Iteration 23Q: 3 clusters Score -864313.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -864319.062500 Penalty: 4339.395508
	Iteration 24Q: 3 clusters Score -864319.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -864326.625000 Penalty: 4339.395508
	Iteration 25Q: 3 clusters Score -864326.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -864333.125000 Penalty: 4339.395508
	Iteration 26Q: 3 clusters Score -864333.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -864335.562500 Penalty: 4339.395508
	Iteration 27Q: 3 clusters Score -864335.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -864336.500000 Penalty: 4339.395508
	Iteration 28Q: 3 clusters Score -864336.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -864337.187500 Penalty: 4339.395508
	Iteration 29Q: 3 clusters Score -864337.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -864337.187500 Penalty: 4339.395508
	Iteration 30F: 3 clusters Score -864337.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (129667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129667 members 
Entering Unmasked Estep 
Score: -18004586.000000 Penalty: 2919.635742
	Iteration 0F: 2 clusters Score -1.800459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -17918482.000000 Penalty: 5839.271484
	Iteration 0F: 3 clusters Score -1.791848e+07 nChanged 61733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67558 members 
Mstep: Class 2 contains 62109 members 
Entering Unmasked Estep 
Score: -17954260.000000 Penalty: 5839.271484
	Iteration 1F: 3 clusters Score -1.795426e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69007 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -17955194.000000 Penalty: 5839.271484
	Iteration 2Q: 3 clusters Score -1.795519e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71170 members 
Mstep: Class 2 contains 58497 members 
Entering Unmasked Estep 
Score: -17956456.000000 Penalty: 5839.271484
	Iteration 3Q: 3 clusters Score -1.795646e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74310 members 
Mstep: Class 2 contains 55357 members 
Entering Unmasked Estep 
Score: -17958094.000000 Penalty: 5839.271484
	Iteration 4Q: 3 clusters Score -1.795809e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78822 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -17960894.000000 Penalty: 5839.271484
	Iteration 5Q: 3 clusters Score -1.796089e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84979 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -17965216.000000 Penalty: 5839.271484
	Iteration 6F: 3 clusters Score -1.796522e+07 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92796 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -17971296.000000 Penalty: 5839.271484
	Iteration 7F: 3 clusters Score -1.79713e+07 nChanged 9131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101553 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -17979046.000000 Penalty: 5839.271484
	Iteration 8F: 3 clusters Score -1.797905e+07 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109851 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -17986618.000000 Penalty: 5839.271484
	Iteration 9F: 3 clusters Score -1.798662e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116479 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -17992534.000000 Penalty: 5839.271484
	Iteration 10F: 3 clusters Score -1.799253e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121049 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -17996440.000000 Penalty: 5839.271484
	Iteration 11Q: 3 clusters Score -1.799644e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123892 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -17998652.000000 Penalty: 5839.271484
	Iteration 12Q: 3 clusters Score -1.799865e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125640 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -17999944.000000 Penalty: 5839.271484
	Iteration 13Q: 3 clusters Score -1.799994e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126780 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -18000624.000000 Penalty: 5839.271484
	Iteration 14Q: 3 clusters Score -1.800062e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127479 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -18001136.000000 Penalty: 5839.271484
	Iteration 15Q: 3 clusters Score -1.800114e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127935 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -18001456.000000 Penalty: 5839.271484
	Iteration 16Q: 3 clusters Score -1.800146e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128213 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -18001652.000000 Penalty: 5839.271484
	Iteration 17Q: 3 clusters Score -1.800165e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128426 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -18001776.000000 Penalty: 5839.271484
	Iteration 18Q: 3 clusters Score -1.800178e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128562 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -18001872.000000 Penalty: 5839.271484
	Iteration 19Q: 3 clusters Score -1.800187e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128645 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -18001892.000000 Penalty: 5839.271484
	Iteration 20F: 3 clusters Score -1.800189e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128691 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -18001918.000000 Penalty: 5839.271484
	Iteration 21Q: 3 clusters Score -1.800192e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128740 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -18001950.000000 Penalty: 5839.271484
	Iteration 22Q: 3 clusters Score -1.800195e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128768 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -18001986.000000 Penalty: 5839.271484
	Iteration 23Q: 3 clusters Score -1.800199e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128791 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -18001994.000000 Penalty: 5839.271484
	Iteration 24Q: 3 clusters Score -1.800199e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128816 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -18002014.000000 Penalty: 5839.271484
	Iteration 25Q: 3 clusters Score -1.800201e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128837 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -18002040.000000 Penalty: 5839.271484
	Iteration 26Q: 3 clusters Score -1.800204e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128846 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -18002026.000000 Penalty: 5839.271484
	Iteration 27Q: 3 clusters Score -1.800203e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128859 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -18002060.000000 Penalty: 5839.271484
	Iteration 28Q: 3 clusters Score -1.800206e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128872 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -18002060.000000 Penalty: 5839.271484
	Iteration 29Q: 3 clusters Score -1.800206e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128883 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -18002082.000000 Penalty: 5839.271484
	Iteration 30Q: 3 clusters Score -1.800208e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128892 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -18002098.000000 Penalty: 5839.271484
	Iteration 31Q: 3 clusters Score -1.80021e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128903 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -18002104.000000 Penalty: 5839.271484
	Iteration 32Q: 3 clusters Score -1.80021e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128902 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -18002094.000000 Penalty: 5839.271484
	Iteration 33Q: 3 clusters Score -1.800209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128906 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -18002106.000000 Penalty: 5839.271484
	Iteration 34Q: 3 clusters Score -1.800211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128908 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -18002108.000000 Penalty: 5839.271484
	Iteration 35Q: 3 clusters Score -1.800211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128910 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -18002112.000000 Penalty: 5839.271484
	Iteration 36Q: 3 clusters Score -1.800211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128911 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -18002106.000000 Penalty: 5839.271484
	Iteration 37Q: 3 clusters Score -1.800211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128911 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -18002106.000000 Penalty: 5839.271484
	Iteration 38F: 3 clusters Score -1.800211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Entering Unmasked Estep 
Score: -6305314.000000 Penalty: 2658.423584
	Iteration 0F: 2 clusters Score -6305314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -6274696.500000 Penalty: 5316.847168
	Iteration 0F: 3 clusters Score -6274696 nChanged 20818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -6286229.000000 Penalty: 5316.847168
	Iteration 1F: 3 clusters Score -6286229 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -6286753.000000 Penalty: 5316.847168
	Iteration 2Q: 3 clusters Score -6286753 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -6287315.000000 Penalty: 5316.847168
	Iteration 3Q: 3 clusters Score -6287315 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -6287923.500000 Penalty: 5316.847168
	Iteration 4Q: 3 clusters Score -6287924 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -6288688.000000 Penalty: 5316.847168
	Iteration 5Q: 3 clusters Score -6288688 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -6289774.500000 Penalty: 5316.847168
	Iteration 6Q: 3 clusters Score -6289774 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -6291309.000000 Penalty: 5316.847168
	Iteration 7F: 3 clusters Score -6291309 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -6293169.500000 Penalty: 5316.847168
	Iteration 8F: 3 clusters Score -6293170 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -6295226.000000 Penalty: 5316.847168
	Iteration 9F: 3 clusters Score -6295226 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -6297163.500000 Penalty: 5316.847168
	Iteration 10F: 3 clusters Score -6297164 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -6298949.500000 Penalty: 5316.847168
	Iteration 11Q: 3 clusters Score -6298950 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -6300299.500000 Penalty: 5316.847168
	Iteration 12Q: 3 clusters Score -6300300 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -6301162.000000 Penalty: 5316.847168
	Iteration 13Q: 3 clusters Score -6301162 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -6301731.000000 Penalty: 5316.847168
	Iteration 14Q: 3 clusters Score -6301731 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -6302155.000000 Penalty: 5316.847168
	Iteration 15Q: 3 clusters Score -6302155 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -6302422.000000 Penalty: 5316.847168
	Iteration 16Q: 3 clusters Score -6302422 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6302580.500000 Penalty: 5316.847168
	Iteration 17Q: 3 clusters Score -6302580 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6302721.500000 Penalty: 5316.847168
	Iteration 18Q: 3 clusters Score -6302722 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6302803.500000 Penalty: 5316.847168
	Iteration 19Q: 3 clusters Score -6302804 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -6302878.500000 Penalty: 5316.847168
	Iteration 20F: 3 clusters Score -6302878 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -6302941.500000 Penalty: 5316.847168
	Iteration 21Q: 3 clusters Score -6302942 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6302982.500000 Penalty: 5316.847168
	Iteration 22Q: 3 clusters Score -6302982 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6303018.500000 Penalty: 5316.847168
	Iteration 23Q: 3 clusters Score -6303018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6303035.000000 Penalty: 5316.847168
	Iteration 24Q: 3 clusters Score -6303035 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6303059.500000 Penalty: 5316.847168
	Iteration 25Q: 3 clusters Score -6303060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6303077.500000 Penalty: 5316.847168
	Iteration 26Q: 3 clusters Score -6303078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6303096.500000 Penalty: 5316.847168
	Iteration 27Q: 3 clusters Score -6303096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -6303110.500000 Penalty: 5316.847168
	Iteration 28Q: 3 clusters Score -6303110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6303120.000000 Penalty: 5316.847168
	Iteration 29Q: 3 clusters Score -6303120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -6303125.000000 Penalty: 5316.847168
	Iteration 30Q: 3 clusters Score -6303125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6303133.000000 Penalty: 5316.847168
	Iteration 31Q: 3 clusters Score -6303133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6303135.500000 Penalty: 5316.847168
	Iteration 32Q: 3 clusters Score -6303136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6303137.000000 Penalty: 5316.847168
	Iteration 33Q: 3 clusters Score -6303137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6303142.000000 Penalty: 5316.847168
	Iteration 34Q: 3 clusters Score -6303142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6303143.500000 Penalty: 5316.847168
	Iteration 35Q: 3 clusters Score -6303144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6303146.000000 Penalty: 5316.847168
	Iteration 36Q: 3 clusters Score -6303146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6303148.500000 Penalty: 5316.847168
	Iteration 37Q: 3 clusters Score -6303148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6303150.000000 Penalty: 5316.847168
	Iteration 38Q: 3 clusters Score -6303150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6303157.000000 Penalty: 5316.847168
	Iteration 39Q: 3 clusters Score -6303157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6303151.500000 Penalty: 5316.847168
	Iteration 40F: 3 clusters Score -6303152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -6303154.000000 Penalty: 5316.847168
	Iteration 41Q: 3 clusters Score -6303154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6303155.000000 Penalty: 5316.847168
	Iteration 42Q: 3 clusters Score -6303155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6303157.000000 Penalty: 5316.847168
	Iteration 43Q: 3 clusters Score -6303157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6303155.500000 Penalty: 5316.847168
	Iteration 44Q: 3 clusters Score -6303156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6303153.500000 Penalty: 5316.847168
	Iteration 45Q: 3 clusters Score -6303154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6303159.000000 Penalty: 5316.847168
	Iteration 46Q: 3 clusters Score -6303159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6303155.000000 Penalty: 5316.847168
	Iteration 47Q: 3 clusters Score -6303155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6303157.500000 Penalty: 5316.847168
	Iteration 48Q: 3 clusters Score -6303158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6303158.500000 Penalty: 5316.847168
	Iteration 49Q: 3 clusters Score -6303158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6303158.500000 Penalty: 5316.847168
	Iteration 50F: 3 clusters Score -6303158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Entering Unmasked Estep 
Score: -1249046.250000 Penalty: 2257.924805
	Iteration 0F: 2 clusters Score -1249046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1241906.875000 Penalty: 4515.849609
	Iteration 0F: 3 clusters Score -1241907 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1243895.375000 Penalty: 4515.849609
	Iteration 1F: 3 clusters Score -1243895 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1244155.250000 Penalty: 4515.849609
	Iteration 2F: 3 clusters Score -1244155 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1244319.750000 Penalty: 4515.849609
	Iteration 3Q: 3 clusters Score -1244320 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1244444.625000 Penalty: 4515.849609
	Iteration 4Q: 3 clusters Score -1244445 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1244583.625000 Penalty: 4515.849609
	Iteration 5Q: 3 clusters Score -1244584 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1244718.125000 Penalty: 4515.849609
	Iteration 6Q: 3 clusters Score -1244718 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1244869.875000 Penalty: 4515.849609
	Iteration 7Q: 3 clusters Score -1244870 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1245022.000000 Penalty: 4515.849609
	Iteration 8Q: 3 clusters Score -1245022 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1245202.250000 Penalty: 4515.849609
	Iteration 9Q: 3 clusters Score -1245202 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1245426.000000 Penalty: 4515.849609
	Iteration 10Q: 3 clusters Score -1245426 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1245696.625000 Penalty: 4515.849609
	Iteration 11Q: 3 clusters Score -1245697 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1245988.125000 Penalty: 4515.849609
	Iteration 12Q: 3 clusters Score -1245988 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1246218.125000 Penalty: 4515.849609
	Iteration 13Q: 3 clusters Score -1246218 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1246406.750000 Penalty: 4515.849609
	Iteration 14Q: 3 clusters Score -1246407 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1246541.250000 Penalty: 4515.849609
	Iteration 15Q: 3 clusters Score -1246541 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1246629.625000 Penalty: 4515.849609
	Iteration 16Q: 3 clusters Score -1246630 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1246709.750000 Penalty: 4515.849609
	Iteration 17Q: 3 clusters Score -1246710 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1246782.500000 Penalty: 4515.849609
	Iteration 18Q: 3 clusters Score -1246782 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1246841.000000 Penalty: 4515.849609
	Iteration 19Q: 3 clusters Score -1246841 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1246892.625000 Penalty: 4515.849609
	Iteration 20F: 3 clusters Score -1246893 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1246925.625000 Penalty: 4515.849609
	Iteration 21Q: 3 clusters Score -1246926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1246958.000000 Penalty: 4515.849609
	Iteration 22Q: 3 clusters Score -1246958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1246977.250000 Penalty: 4515.849609
	Iteration 23Q: 3 clusters Score -1246977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1246990.625000 Penalty: 4515.849609
	Iteration 24Q: 3 clusters Score -1246991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1246999.125000 Penalty: 4515.849609
	Iteration 25Q: 3 clusters Score -1246999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1247013.000000 Penalty: 4515.849609
	Iteration 26Q: 3 clusters Score -1247013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1247023.500000 Penalty: 4515.849609
	Iteration 27Q: 3 clusters Score -1247024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1247032.250000 Penalty: 4515.849609
	Iteration 28Q: 3 clusters Score -1247032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1247041.250000 Penalty: 4515.849609
	Iteration 29Q: 3 clusters Score -1247041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1247052.500000 Penalty: 4515.849609
	Iteration 30Q: 3 clusters Score -1247052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1247061.750000 Penalty: 4515.849609
	Iteration 31Q: 3 clusters Score -1247062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1247066.375000 Penalty: 4515.849609
	Iteration 32Q: 3 clusters Score -1247066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1247074.000000 Penalty: 4515.849609
	Iteration 33Q: 3 clusters Score -1247074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1247079.500000 Penalty: 4515.849609
	Iteration 34Q: 3 clusters Score -1247080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1247080.875000 Penalty: 4515.849609
	Iteration 35Q: 3 clusters Score -1247081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1247087.375000 Penalty: 4515.849609
	Iteration 36Q: 3 clusters Score -1247087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1247092.125000 Penalty: 4515.849609
	Iteration 37Q: 3 clusters Score -1247092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1247094.375000 Penalty: 4515.849609
	Iteration 38Q: 3 clusters Score -1247094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1247098.625000 Penalty: 4515.849609
	Iteration 39Q: 3 clusters Score -1247099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1247103.625000 Penalty: 4515.849609
	Iteration 40F: 3 clusters Score -1247104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1247107.125000 Penalty: 4515.849609
	Iteration 41Q: 3 clusters Score -1247107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1247109.000000 Penalty: 4515.849609
	Iteration 42Q: 3 clusters Score -1247109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1247109.500000 Penalty: 4515.849609
	Iteration 43Q: 3 clusters Score -1247110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1247110.750000 Penalty: 4515.849609
	Iteration 44Q: 3 clusters Score -1247111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1247110.750000 Penalty: 4515.849609
	Iteration 45F: 3 clusters Score -1247111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (188109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188109 members 
Entering Unmasked Estep 
Score: -26141742.000000 Penalty: 3011.904785
	Iteration 0F: 2 clusters Score -2.614174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93858 members 
Mstep: Class 2 contains 94251 members 
Entering Unmasked Estep 
Score: -26022342.000000 Penalty: 6023.809570
	Iteration 0F: 3 clusters Score -2.602234e+07 nChanged 90418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91090 members 
Mstep: Class 2 contains 97019 members 
Entering Unmasked Estep 
Score: -26075116.000000 Penalty: 6023.809570
	Iteration 1F: 3 clusters Score -2.607512e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89023 members 
Mstep: Class 2 contains 99086 members 
Entering Unmasked Estep 
Score: -26075930.000000 Penalty: 6023.809570
	Iteration 2Q: 3 clusters Score -2.607593e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85845 members 
Mstep: Class 2 contains 102264 members 
Entering Unmasked Estep 
Score: -26077240.000000 Penalty: 6023.809570
	Iteration 3Q: 3 clusters Score -2.607724e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80974 members 
Mstep: Class 2 contains 107135 members 
Entering Unmasked Estep 
Score: -26079380.000000 Penalty: 6023.809570
	Iteration 4Q: 3 clusters Score -2.607938e+07 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73602 members 
Mstep: Class 2 contains 114507 members 
Entering Unmasked Estep 
Score: -26083182.000000 Penalty: 6023.809570
	Iteration 5Q: 3 clusters Score -2.608318e+07 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 124950 members 
Entering Unmasked Estep 
Score: -26089302.000000 Penalty: 6023.809570
	Iteration 6F: 3 clusters Score -2.60893e+07 nChanged 13855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 138371 members 
Entering Unmasked Estep 
Score: -26098068.000000 Penalty: 6023.809570
	Iteration 7F: 3 clusters Score -2.609807e+07 nChanged 15155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 153408 members 
Entering Unmasked Estep 
Score: -26109452.000000 Penalty: 6023.809570
	Iteration 8F: 3 clusters Score -2.610945e+07 nChanged 13668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 167040 members 
Entering Unmasked Estep 
Score: -26120822.000000 Penalty: 6023.809570
	Iteration 9F: 3 clusters Score -2.612082e+07 nChanged 10101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 177135 members 
Entering Unmasked Estep 
Score: -26129928.000000 Penalty: 6023.809570
	Iteration 10F: 3 clusters Score -2.612993e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 183249 members 
Entering Unmasked Estep 
Score: -26135234.000000 Penalty: 6023.809570
	Iteration 11Q: 3 clusters Score -2.613523e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 186228 members 
Entering Unmasked Estep 
Score: -26137646.000000 Penalty: 6023.809570
	Iteration 12Q: 3 clusters Score -2.613765e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 187323 members 
Entering Unmasked Estep 
Score: -26138446.000000 Penalty: 6023.809570
	Iteration 13Q: 3 clusters Score -2.613845e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 187673 members 
Entering Unmasked Estep 
Score: -26138790.000000 Penalty: 6023.809570
	Iteration 14Q: 3 clusters Score -2.613879e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 187791 members 
Entering Unmasked Estep 
Score: -26138940.000000 Penalty: 6023.809570
	Iteration 15Q: 3 clusters Score -2.613894e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 187826 members 
Entering Unmasked Estep 
Score: -26138972.000000 Penalty: 6023.809570
	Iteration 16Q: 3 clusters Score -2.613897e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 187841 members 
Entering Unmasked Estep 
Score: -26139010.000000 Penalty: 6023.809570
	Iteration 17Q: 3 clusters Score -2.613901e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 187851 members 
Entering Unmasked Estep 
Score: -26139046.000000 Penalty: 6023.809570
	Iteration 18Q: 3 clusters Score -2.613905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 187859 members 
Entering Unmasked Estep 
Score: -26139084.000000 Penalty: 6023.809570
	Iteration 19Q: 3 clusters Score -2.613908e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 187867 members 
Entering Unmasked Estep 
Score: -26139088.000000 Penalty: 6023.809570
	Iteration 20F: 3 clusters Score -2.613909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 187871 members 
Entering Unmasked Estep 
Score: -26139112.000000 Penalty: 6023.809570
	Iteration 21Q: 3 clusters Score -2.613911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 187878 members 
Entering Unmasked Estep 
Score: -26139120.000000 Penalty: 6023.809570
	Iteration 22Q: 3 clusters Score -2.613912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 187881 members 
Entering Unmasked Estep 
Score: -26139124.000000 Penalty: 6023.809570
	Iteration 23Q: 3 clusters Score -2.613912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 187881 members 
Entering Unmasked Estep 
Score: -26139128.000000 Penalty: 6023.809570
	Iteration 24Q: 3 clusters Score -2.613913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 187881 members 
Entering Unmasked Estep 
Score: -26139128.000000 Penalty: 6023.809570
	Iteration 25F: 3 clusters Score -2.613913e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (127860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127860 members 
Entering Unmasked Estep 
Score: -17806440.000000 Penalty: 2916.155273
	Iteration 0F: 2 clusters Score -1.780644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64177 members 
Mstep: Class 2 contains 63683 members 
Entering Unmasked Estep 
Score: -17722518.000000 Penalty: 5832.310547
	Iteration 0F: 3 clusters Score -1.772252e+07 nChanged 60984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68549 members 
Mstep: Class 2 contains 59311 members 
Entering Unmasked Estep 
Score: -17758024.000000 Penalty: 5832.310547
	Iteration 1F: 3 clusters Score -1.775802e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71196 members 
Mstep: Class 2 contains 56664 members 
Entering Unmasked Estep 
Score: -17759280.000000 Penalty: 5832.310547
	Iteration 2Q: 3 clusters Score -1.775928e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75228 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -17761328.000000 Penalty: 5832.310547
	Iteration 3Q: 3 clusters Score -1.776133e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81022 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -17764804.000000 Penalty: 5832.310547
	Iteration 4F: 3 clusters Score -1.77648e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89020 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -17770296.000000 Penalty: 5832.310547
	Iteration 5F: 3 clusters Score -1.77703e+07 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98882 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -17778432.000000 Penalty: 5832.310547
	Iteration 6F: 3 clusters Score -1.777843e+07 nChanged 10392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109232 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -17788140.000000 Penalty: 5832.310547
	Iteration 7F: 3 clusters Score -1.778814e+07 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118055 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -17796476.000000 Penalty: 5832.310547
	Iteration 8F: 3 clusters Score -1.779648e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123581 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -17800930.000000 Penalty: 5832.310547
	Iteration 9Q: 3 clusters Score -1.780093e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126125 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -17802804.000000 Penalty: 5832.310547
	Iteration 10Q: 3 clusters Score -1.78028e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127050 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -17803434.000000 Penalty: 5832.310547
	Iteration 11Q: 3 clusters Score -1.780343e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127360 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -17803710.000000 Penalty: 5832.310547
	Iteration 12Q: 3 clusters Score -1.780371e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127462 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -17803862.000000 Penalty: 5832.310547
	Iteration 13Q: 3 clusters Score -1.780386e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127503 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -17803920.000000 Penalty: 5832.310547
	Iteration 14Q: 3 clusters Score -1.780392e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127513 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -17803944.000000 Penalty: 5832.310547
	Iteration 15Q: 3 clusters Score -1.780394e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127521 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -17803958.000000 Penalty: 5832.310547
	Iteration 16Q: 3 clusters Score -1.780396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127535 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -17803964.000000 Penalty: 5832.310547
	Iteration 17Q: 3 clusters Score -1.780396e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127546 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -17803986.000000 Penalty: 5832.310547
	Iteration 18Q: 3 clusters Score -1.780399e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127559 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -17804006.000000 Penalty: 5832.310547
	Iteration 19Q: 3 clusters Score -1.780401e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127559 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -17804036.000000 Penalty: 5832.310547
	Iteration 20F: 3 clusters Score -1.780404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127558 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -17804042.000000 Penalty: 5832.310547
	Iteration 21Q: 3 clusters Score -1.780404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127559 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -17804046.000000 Penalty: 5832.310547
	Iteration 22Q: 3 clusters Score -1.780405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127560 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -17804044.000000 Penalty: 5832.310547
	Iteration 23Q: 3 clusters Score -1.780404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127561 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -17804040.000000 Penalty: 5832.310547
	Iteration 24Q: 3 clusters Score -1.780404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127562 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -17804048.000000 Penalty: 5832.310547
	Iteration 25Q: 3 clusters Score -1.780405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127563 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -17804046.000000 Penalty: 5832.310547
	Iteration 26Q: 3 clusters Score -1.780405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127564 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -17804058.000000 Penalty: 5832.310547
	Iteration 27Q: 3 clusters Score -1.780406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127563 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -17804056.000000 Penalty: 5832.310547
	Iteration 28Q: 3 clusters Score -1.780406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127563 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -17804056.000000 Penalty: 5832.310547
	Iteration 29F: 3 clusters Score -1.780406e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Entering Unmasked Estep 
Score: -435635.656250 Penalty: 2002.667358
	Iteration 0F: 2 clusters Score -435635.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -432198.093750 Penalty: 4005.334717
	Iteration 0F: 3 clusters Score -432198.1 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -432934.250000 Penalty: 4005.334717
	Iteration 1F: 3 clusters Score -432934.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -433121.187500 Penalty: 4005.334717
	Iteration 2F: 3 clusters Score -433121.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -433251.812500 Penalty: 4005.334717
	Iteration 3F: 3 clusters Score -433251.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -433368.125000 Penalty: 4005.334717
	Iteration 4Q: 3 clusters Score -433368.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -433488.343750 Penalty: 4005.334717
	Iteration 5Q: 3 clusters Score -433488.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -433620.687500 Penalty: 4005.334717
	Iteration 6Q: 3 clusters Score -433620.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -433785.718750 Penalty: 4005.334717
	Iteration 7Q: 3 clusters Score -433785.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -433928.062500 Penalty: 4005.334717
	Iteration 8Q: 3 clusters Score -433928.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -434057.812500 Penalty: 4005.334717
	Iteration 9Q: 3 clusters Score -434057.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -434176.687500 Penalty: 4005.334717
	Iteration 10Q: 3 clusters Score -434176.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -434309.281250 Penalty: 4005.334717
	Iteration 11Q: 3 clusters Score -434309.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -434473.500000 Penalty: 4005.334717
	Iteration 12Q: 3 clusters Score -434473.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -434618.937500 Penalty: 4005.334717
	Iteration 13Q: 3 clusters Score -434618.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -434705.093750 Penalty: 4005.334717
	Iteration 14Q: 3 clusters Score -434705.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -434770.468750 Penalty: 4005.334717
	Iteration 15Q: 3 clusters Score -434770.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -434816.125000 Penalty: 4005.334717
	Iteration 16Q: 3 clusters Score -434816.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -434853.875000 Penalty: 4005.334717
	Iteration 17Q: 3 clusters Score -434853.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -434885.687500 Penalty: 4005.334717
	Iteration 18Q: 3 clusters Score -434885.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -434904.937500 Penalty: 4005.334717
	Iteration 19Q: 3 clusters Score -434904.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -434922.281250 Penalty: 4005.334717
	Iteration 20F: 3 clusters Score -434922.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -434931.906250 Penalty: 4005.334717
	Iteration 21Q: 3 clusters Score -434931.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -434937.625000 Penalty: 4005.334717
	Iteration 22Q: 3 clusters Score -434937.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -434943.687500 Penalty: 4005.334717
	Iteration 23Q: 3 clusters Score -434943.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -434950.906250 Penalty: 4005.334717
	Iteration 24Q: 3 clusters Score -434950.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -434955.156250 Penalty: 4005.334717
	Iteration 25Q: 3 clusters Score -434955.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -434955.343750 Penalty: 4005.334717
	Iteration 26Q: 3 clusters Score -434955.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -434960.593750 Penalty: 4005.334717
	Iteration 27Q: 3 clusters Score -434960.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -434962.406250 Penalty: 4005.334717
	Iteration 28Q: 3 clusters Score -434962.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -434964.031250 Penalty: 4005.334717
	Iteration 29Q: 3 clusters Score -434964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -434967.718750 Penalty: 4005.334717
	Iteration 30Q: 3 clusters Score -434967.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -434968.437500 Penalty: 4005.334717
	Iteration 31Q: 3 clusters Score -434968.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -434968.437500 Penalty: 4005.334717
	Iteration 32F: 3 clusters Score -434968.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Entering Unmasked Estep 
Score: -3778526.250000 Penalty: 2539.837646
	Iteration 0F: 2 clusters Score -3778526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -3759264.500000 Penalty: 5079.675293
	Iteration 0F: 3 clusters Score -3759264 nChanged 12513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -3766208.500000 Penalty: 5079.675293
	Iteration 1F: 3 clusters Score -3766208 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -3766862.500000 Penalty: 5079.675293
	Iteration 2F: 3 clusters Score -3766862 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -3767483.500000 Penalty: 5079.675293
	Iteration 3F: 3 clusters Score -3767484 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -3768247.500000 Penalty: 5079.675293
	Iteration 4F: 3 clusters Score -3768248 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -3769229.500000 Penalty: 5079.675293
	Iteration 5F: 3 clusters Score -3769230 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -3770410.250000 Penalty: 5079.675293
	Iteration 6F: 3 clusters Score -3770410 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -3771696.250000 Penalty: 5079.675293
	Iteration 7F: 3 clusters Score -3771696 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -3772871.250000 Penalty: 5079.675293
	Iteration 8F: 3 clusters Score -3772871 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -3773811.000000 Penalty: 5079.675293
	Iteration 9F: 3 clusters Score -3773811 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -3774571.000000 Penalty: 5079.675293
	Iteration 10Q: 3 clusters Score -3774571 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -3775186.000000 Penalty: 5079.675293
	Iteration 11Q: 3 clusters Score -3775186 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -3775754.750000 Penalty: 5079.675293
	Iteration 12Q: 3 clusters Score -3775755 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -3776226.250000 Penalty: 5079.675293
	Iteration 13Q: 3 clusters Score -3776226 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -3776583.000000 Penalty: 5079.675293
	Iteration 14Q: 3 clusters Score -3776583 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -3776895.250000 Penalty: 5079.675293
	Iteration 15Q: 3 clusters Score -3776895 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -3777121.750000 Penalty: 5079.675293
	Iteration 16Q: 3 clusters Score -3777122 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -3777275.000000 Penalty: 5079.675293
	Iteration 17Q: 3 clusters Score -3777275 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -3777395.250000 Penalty: 5079.675293
	Iteration 18Q: 3 clusters Score -3777395 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -3777452.250000 Penalty: 5079.675293
	Iteration 19Q: 3 clusters Score -3777452 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -3777508.500000 Penalty: 5079.675293
	Iteration 20F: 3 clusters Score -3777508 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -3777563.000000 Penalty: 5079.675293
	Iteration 21Q: 3 clusters Score -3777563 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -3777597.250000 Penalty: 5079.675293
	Iteration 22Q: 3 clusters Score -3777597 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -3777631.250000 Penalty: 5079.675293
	Iteration 23Q: 3 clusters Score -3777631 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -3777659.500000 Penalty: 5079.675293
	Iteration 24Q: 3 clusters Score -3777660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -3777677.500000 Penalty: 5079.675293
	Iteration 25Q: 3 clusters Score -3777678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -3777691.250000 Penalty: 5079.675293
	Iteration 26Q: 3 clusters Score -3777691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -3777691.500000 Penalty: 5079.675293
	Iteration 27Q: 3 clusters Score -3777692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -3777695.000000 Penalty: 5079.675293
	Iteration 28Q: 3 clusters Score -3777695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -3777692.000000 Penalty: 5079.675293
	Iteration 29Q: 3 clusters Score -3777692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -3777696.500000 Penalty: 5079.675293
	Iteration 30Q: 3 clusters Score -3777696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -3777691.750000 Penalty: 5079.675293
	Iteration 31Q: 3 clusters Score -3777692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -3777697.750000 Penalty: 5079.675293
	Iteration 32Q: 3 clusters Score -3777698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -3777703.500000 Penalty: 5079.675293
	Iteration 33Q: 3 clusters Score -3777704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -3777703.250000 Penalty: 5079.675293
	Iteration 34Q: 3 clusters Score -3777703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -3777704.250000 Penalty: 5079.675293
	Iteration 35Q: 3 clusters Score -3777704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -3777701.750000 Penalty: 5079.675293
	Iteration 36Q: 3 clusters Score -3777702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -3777699.750000 Penalty: 5079.675293
	Iteration 37Q: 3 clusters Score -3777700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -3777699.750000 Penalty: 5079.675293
	Iteration 38F: 3 clusters Score -3777700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -395388.312500 Penalty: 1977.598877
	Iteration 0F: 2 clusters Score -395388.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -392181.031250 Penalty: 3955.197754
	Iteration 0F: 3 clusters Score -392181 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -392850.406250 Penalty: 3955.197754
	Iteration 1F: 3 clusters Score -392850.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -393023.687500 Penalty: 3955.197754
	Iteration 2F: 3 clusters Score -393023.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -393152.906250 Penalty: 3955.197754
	Iteration 3F: 3 clusters Score -393152.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -393255.062500 Penalty: 3955.197754
	Iteration 4Q: 3 clusters Score -393255.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -393324.593750 Penalty: 3955.197754
	Iteration 5Q: 3 clusters Score -393324.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -393381.281250 Penalty: 3955.197754
	Iteration 6Q: 3 clusters Score -393381.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -393430.531250 Penalty: 3955.197754
	Iteration 7Q: 3 clusters Score -393430.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -393473.031250 Penalty: 3955.197754
	Iteration 8Q: 3 clusters Score -393473 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -393522.093750 Penalty: 3955.197754
	Iteration 9Q: 3 clusters Score -393522.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -393561.937500 Penalty: 3955.197754
	Iteration 10Q: 3 clusters Score -393561.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -393592.875000 Penalty: 3955.197754
	Iteration 11Q: 3 clusters Score -393592.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -393627.156250 Penalty: 3955.197754
	Iteration 12Q: 3 clusters Score -393627.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -393658.906250 Penalty: 3955.197754
	Iteration 13Q: 3 clusters Score -393658.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -393693.531250 Penalty: 3955.197754
	Iteration 14Q: 3 clusters Score -393693.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -393716.406250 Penalty: 3955.197754
	Iteration 15Q: 3 clusters Score -393716.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -393739.687500 Penalty: 3955.197754
	Iteration 16Q: 3 clusters Score -393739.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -393751.000000 Penalty: 3955.197754
	Iteration 17Q: 3 clusters Score -393751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -393759.500000 Penalty: 3955.197754
	Iteration 18Q: 3 clusters Score -393759.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -393770.468750 Penalty: 3955.197754
	Iteration 19Q: 3 clusters Score -393770.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -393777.062500 Penalty: 3955.197754
	Iteration 20F: 3 clusters Score -393777.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -393784.281250 Penalty: 3955.197754
	Iteration 21Q: 3 clusters Score -393784.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -393790.687500 Penalty: 3955.197754
	Iteration 22Q: 3 clusters Score -393790.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -393794.875000 Penalty: 3955.197754
	Iteration 23Q: 3 clusters Score -393794.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -393796.625000 Penalty: 3955.197754
	Iteration 24Q: 3 clusters Score -393796.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -393797.375000 Penalty: 3955.197754
	Iteration 25Q: 3 clusters Score -393797.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -393798.062500 Penalty: 3955.197754
	Iteration 26Q: 3 clusters Score -393798.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -393799.000000 Penalty: 3955.197754
	Iteration 27Q: 3 clusters Score -393799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -393799.000000 Penalty: 3955.197754
	Iteration 28F: 3 clusters Score -393799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Entering Unmasked Estep 
Score: -918010.125000 Penalty: 2191.744873
	Iteration 0F: 2 clusters Score -918010.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -912308.875000 Penalty: 4383.489746
	Iteration 0F: 3 clusters Score -912308.9 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -913929.875000 Penalty: 4383.489746
	Iteration 1F: 3 clusters Score -913929.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -914420.625000 Penalty: 4383.489746
	Iteration 2F: 3 clusters Score -914420.6 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -915011.437500 Penalty: 4383.489746
	Iteration 3F: 3 clusters Score -915011.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -915599.437500 Penalty: 4383.489746
	Iteration 4F: 3 clusters Score -915599.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -916203.500000 Penalty: 4383.489746
	Iteration 5F: 3 clusters Score -916203.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -916761.812500 Penalty: 4383.489746
	Iteration 6F: 3 clusters Score -916761.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -917175.062500 Penalty: 4383.489746
	Iteration 7F: 3 clusters Score -917175.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -917439.375000 Penalty: 4383.489746
	Iteration 8Q: 3 clusters Score -917439.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -917602.000000 Penalty: 4383.489746
	Iteration 9Q: 3 clusters Score -917602 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -917680.250000 Penalty: 4383.489746
	Iteration 10Q: 3 clusters Score -917680.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -917733.000000 Penalty: 4383.489746
	Iteration 11Q: 3 clusters Score -917733 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -917764.000000 Penalty: 4383.489746
	Iteration 12Q: 3 clusters Score -917764 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -917781.687500 Penalty: 4383.489746
	Iteration 13Q: 3 clusters Score -917781.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -917792.500000 Penalty: 4383.489746
	Iteration 14Q: 3 clusters Score -917792.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -917800.562500 Penalty: 4383.489746
	Iteration 15Q: 3 clusters Score -917800.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -917806.062500 Penalty: 4383.489746
	Iteration 16Q: 3 clusters Score -917806.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -917810.125000 Penalty: 4383.489746
	Iteration 17Q: 3 clusters Score -917810.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -917818.375000 Penalty: 4383.489746
	Iteration 18Q: 3 clusters Score -917818.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -917828.437500 Penalty: 4383.489746
	Iteration 19Q: 3 clusters Score -917828.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -917840.625000 Penalty: 4383.489746
	Iteration 20F: 3 clusters Score -917840.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -917847.937500 Penalty: 4383.489746
	Iteration 21Q: 3 clusters Score -917847.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -917853.312500 Penalty: 4383.489746
	Iteration 22Q: 3 clusters Score -917853.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -917857.250000 Penalty: 4383.489746
	Iteration 23Q: 3 clusters Score -917857.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -917859.812500 Penalty: 4383.489746
	Iteration 24Q: 3 clusters Score -917859.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -917864.312500 Penalty: 4383.489746
	Iteration 25Q: 3 clusters Score -917864.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -917866.875000 Penalty: 4383.489746
	Iteration 26Q: 3 clusters Score -917866.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -917868.750000 Penalty: 4383.489746
	Iteration 27Q: 3 clusters Score -917868.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -917872.437500 Penalty: 4383.489746
	Iteration 28Q: 3 clusters Score -917872.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -917871.687500 Penalty: 4383.489746
	Iteration 29Q: 3 clusters Score -917871.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -917874.625000 Penalty: 4383.489746
	Iteration 30Q: 3 clusters Score -917874.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -917879.312500 Penalty: 4383.489746
	Iteration 31Q: 3 clusters Score -917879.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -917879.562500 Penalty: 4383.489746
	Iteration 32Q: 3 clusters Score -917879.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -917879.875000 Penalty: 4383.489746
	Iteration 33Q: 3 clusters Score -917879.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -917879.875000 Penalty: 4383.489746
	Iteration 34F: 3 clusters Score -917879.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -44965.480469 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -44965.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43632.656250 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -43632.66 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43828.238281 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -43828.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43901.179688 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -43901.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43943.511719 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -43943.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43959.371094 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -43959.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43973.140625 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -43973.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43984.507812 Penalty: 2918.127930
	Iteration 6Q: 3 clusters Score -43984.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43984.507812 Penalty: 2918.127930
	Iteration 7F: 3 clusters Score -43984.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (55855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55855 members 
Entering Unmasked Estep 
Score: -7846491.500000 Penalty: 2710.767578
	Iteration 0F: 2 clusters Score -7846492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -7809122.500000 Penalty: 5421.535156
	Iteration 0F: 3 clusters Score -7809122 nChanged 25827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -7823617.000000 Penalty: 5421.535156
	Iteration 1F: 3 clusters Score -7823617 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -7824176.000000 Penalty: 5421.535156
	Iteration 2Q: 3 clusters Score -7824176 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -7824636.000000 Penalty: 5421.535156
	Iteration 3Q: 3 clusters Score -7824636 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -7825174.000000 Penalty: 5421.535156
	Iteration 4Q: 3 clusters Score -7825174 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -7825667.500000 Penalty: 5421.535156
	Iteration 5Q: 3 clusters Score -7825668 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -7826136.500000 Penalty: 5421.535156
	Iteration 6Q: 3 clusters Score -7826136 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -7826786.000000 Penalty: 5421.535156
	Iteration 7Q: 3 clusters Score -7826786 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -7827478.500000 Penalty: 5421.535156
	Iteration 8Q: 3 clusters Score -7827478 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -7828549.500000 Penalty: 5421.535156
	Iteration 9Q: 3 clusters Score -7828550 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -7829887.500000 Penalty: 5421.535156
	Iteration 10Q: 3 clusters Score -7829888 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -7831671.000000 Penalty: 5421.535156
	Iteration 11F: 3 clusters Score -7831671 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -7833683.000000 Penalty: 5421.535156
	Iteration 12F: 3 clusters Score -7833683 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -7835160.500000 Penalty: 5421.535156
	Iteration 13Q: 3 clusters Score -7835160 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -7836017.500000 Penalty: 5421.535156
	Iteration 14Q: 3 clusters Score -7836018 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -7836389.000000 Penalty: 5421.535156
	Iteration 15Q: 3 clusters Score -7836389 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -7836647.500000 Penalty: 5421.535156
	Iteration 16Q: 3 clusters Score -7836648 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -7836869.000000 Penalty: 5421.535156
	Iteration 17Q: 3 clusters Score -7836869 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -7837114.500000 Penalty: 5421.535156
	Iteration 18Q: 3 clusters Score -7837114 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -7837378.500000 Penalty: 5421.535156
	Iteration 19Q: 3 clusters Score -7837378 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -7837630.500000 Penalty: 5421.535156
	Iteration 20F: 3 clusters Score -7837630 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -7837923.000000 Penalty: 5421.535156
	Iteration 21Q: 3 clusters Score -7837923 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -7838219.500000 Penalty: 5421.535156
	Iteration 22Q: 3 clusters Score -7838220 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -7838498.500000 Penalty: 5421.535156
	Iteration 23Q: 3 clusters Score -7838498 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -7838713.500000 Penalty: 5421.535156
	Iteration 24Q: 3 clusters Score -7838714 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -7838978.500000 Penalty: 5421.535156
	Iteration 25Q: 3 clusters Score -7838978 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -7839204.500000 Penalty: 5421.535156
	Iteration 26Q: 3 clusters Score -7839204 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -7839460.000000 Penalty: 5421.535156
	Iteration 27Q: 3 clusters Score -7839460 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -7839694.000000 Penalty: 5421.535156
	Iteration 28Q: 3 clusters Score -7839694 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -7839887.000000 Penalty: 5421.535156
	Iteration 29Q: 3 clusters Score -7839887 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -7840092.500000 Penalty: 5421.535156
	Iteration 30Q: 3 clusters Score -7840092 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -7840316.000000 Penalty: 5421.535156
	Iteration 31Q: 3 clusters Score -7840316 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -7840503.500000 Penalty: 5421.535156
	Iteration 32Q: 3 clusters Score -7840504 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -7840678.000000 Penalty: 5421.535156
	Iteration 33Q: 3 clusters Score -7840678 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -7840813.000000 Penalty: 5421.535156
	Iteration 34Q: 3 clusters Score -7840813 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -7840885.500000 Penalty: 5421.535156
	Iteration 35Q: 3 clusters Score -7840886 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -7841045.500000 Penalty: 5421.535156
	Iteration 36Q: 3 clusters Score -7841046 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -7841234.000000 Penalty: 5421.535156
	Iteration 37Q: 3 clusters Score -7841234 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -7841402.500000 Penalty: 5421.535156
	Iteration 38Q: 3 clusters Score -7841402 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -7841588.500000 Penalty: 5421.535156
	Iteration 39Q: 3 clusters Score -7841588 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -7841767.000000 Penalty: 5421.535156
	Iteration 40F: 3 clusters Score -7841767 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -7841956.500000 Penalty: 5421.535156
	Iteration 41Q: 3 clusters Score -7841956 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -7842118.500000 Penalty: 5421.535156
	Iteration 42Q: 3 clusters Score -7842118 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -7842343.500000 Penalty: 5421.535156
	Iteration 43Q: 3 clusters Score -7842344 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -7842549.000000 Penalty: 5421.535156
	Iteration 44Q: 3 clusters Score -7842549 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
Score: -7842747.000000 Penalty: 5421.535156
	Iteration 45Q: 3 clusters Score -7842747 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -7842921.500000 Penalty: 5421.535156
	Iteration 46Q: 3 clusters Score -7842922 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -7843096.000000 Penalty: 5421.535156
	Iteration 47Q: 3 clusters Score -7843096 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -7843266.500000 Penalty: 5421.535156
	Iteration 48Q: 3 clusters Score -7843266 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -7843426.500000 Penalty: 5421.535156
	Iteration 49Q: 3 clusters Score -7843426 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
Score: -7843584.000000 Penalty: 5421.535156
	Iteration 50Q: 3 clusters Score -7843584 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
Score: -7843800.000000 Penalty: 5421.535156
	Iteration 51Q: 3 clusters Score -7843800 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -7843949.500000 Penalty: 5421.535156
	Iteration 52Q: 3 clusters Score -7843950 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
Score: -7844094.500000 Penalty: 5421.535156
	Iteration 53Q: 3 clusters Score -7844094 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 51829 members 
Entering Unmasked Estep 
Score: -7844254.000000 Penalty: 5421.535156
	Iteration 54Q: 3 clusters Score -7844254 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -7844390.500000 Penalty: 5421.535156
	Iteration 55Q: 3 clusters Score -7844390 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -7844458.500000 Penalty: 5421.535156
	Iteration 56Q: 3 clusters Score -7844458 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -7844521.000000 Penalty: 5421.535156
	Iteration 57Q: 3 clusters Score -7844521 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 52727 members 
Entering Unmasked Estep 
Score: -7844595.000000 Penalty: 5421.535156
	Iteration 58Q: 3 clusters Score -7844595 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -7844670.000000 Penalty: 5421.535156
	Iteration 59Q: 3 clusters Score -7844670 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 53063 members 
Entering Unmasked Estep 
Score: -7844741.500000 Penalty: 5421.535156
	Iteration 60F: 3 clusters Score -7844742 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -7844766.500000 Penalty: 5421.535156
	Iteration 61Q: 3 clusters Score -7844766 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
Score: -7844810.500000 Penalty: 5421.535156
	Iteration 62Q: 3 clusters Score -7844810 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 53407 members 
Entering Unmasked Estep 
Score: -7844861.500000 Penalty: 5421.535156
	Iteration 63Q: 3 clusters Score -7844862 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -7844905.500000 Penalty: 5421.535156
	Iteration 64Q: 3 clusters Score -7844906 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 53601 members 
Entering Unmasked Estep 
Score: -7844940.000000 Penalty: 5421.535156
	Iteration 65Q: 3 clusters Score -7844940 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 53680 members 
Entering Unmasked Estep 
Score: -7844959.000000 Penalty: 5421.535156
	Iteration 66Q: 3 clusters Score -7844959 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 53743 members 
Entering Unmasked Estep 
Score: -7844989.000000 Penalty: 5421.535156
	Iteration 67Q: 3 clusters Score -7844989 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 53795 members 
Entering Unmasked Estep 
Score: -7844999.500000 Penalty: 5421.535156
	Iteration 68Q: 3 clusters Score -7845000 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 53848 members 
Entering Unmasked Estep 
Score: -7845010.500000 Penalty: 5421.535156
	Iteration 69Q: 3 clusters Score -7845010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 53893 members 
Entering Unmasked Estep 
Score: -7845020.500000 Penalty: 5421.535156
	Iteration 70Q: 3 clusters Score -7845020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 53928 members 
Entering Unmasked Estep 
Score: -7845029.000000 Penalty: 5421.535156
	Iteration 71Q: 3 clusters Score -7845029 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -7845032.000000 Penalty: 5421.535156
	Iteration 72Q: 3 clusters Score -7845032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -7845046.500000 Penalty: 5421.535156
	Iteration 73Q: 3 clusters Score -7845046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -7845061.000000 Penalty: 5421.535156
	Iteration 74Q: 3 clusters Score -7845061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -7845077.500000 Penalty: 5421.535156
	Iteration 75Q: 3 clusters Score -7845078 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -7845076.000000 Penalty: 5421.535156
	Iteration 76Q: 3 clusters Score -7845076 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 54126 members 
Entering Unmasked Estep 
Score: -7845089.500000 Penalty: 5421.535156
	Iteration 77Q: 3 clusters Score -7845090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -7845097.500000 Penalty: 5421.535156
	Iteration 78Q: 3 clusters Score -7845098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 54185 members 
Entering Unmasked Estep 
Score: -7845107.000000 Penalty: 5421.535156
	Iteration 79Q: 3 clusters Score -7845107 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 54211 members 
Entering Unmasked Estep 
Score: -7845114.500000 Penalty: 5421.535156
	Iteration 80F: 3 clusters Score -7845114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 54235 members 
Entering Unmasked Estep 
Score: -7845127.500000 Penalty: 5421.535156
	Iteration 81Q: 3 clusters Score -7845128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 54256 members 
Entering Unmasked Estep 
Score: -7845135.000000 Penalty: 5421.535156
	Iteration 82Q: 3 clusters Score -7845135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 54271 members 
Entering Unmasked Estep 
Score: -7845131.000000 Penalty: 5421.535156
	Iteration 83Q: 3 clusters Score -7845131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 54290 members 
Entering Unmasked Estep 
Score: -7845129.000000 Penalty: 5421.535156
	Iteration 84Q: 3 clusters Score -7845129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -7845151.500000 Penalty: 5421.535156
	Iteration 85Q: 3 clusters Score -7845152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
Score: -7845154.500000 Penalty: 5421.535156
	Iteration 86Q: 3 clusters Score -7845154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -7845163.000000 Penalty: 5421.535156
	Iteration 87Q: 3 clusters Score -7845163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -7845158.000000 Penalty: 5421.535156
	Iteration 88Q: 3 clusters Score -7845158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 54328 members 
Entering Unmasked Estep 
Score: -7845156.500000 Penalty: 5421.535156
	Iteration 89Q: 3 clusters Score -7845156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 54331 members 
Entering Unmasked Estep 
Score: -7845147.000000 Penalty: 5421.535156
	Iteration 90Q: 3 clusters Score -7845147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 54333 members 
Entering Unmasked Estep 
Score: -7845151.000000 Penalty: 5421.535156
	Iteration 91Q: 3 clusters Score -7845151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -7845150.500000 Penalty: 5421.535156
	Iteration 92Q: 3 clusters Score -7845150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -7845147.000000 Penalty: 5421.535156
	Iteration 93Q: 3 clusters Score -7845147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -7845147.000000 Penalty: 5421.535156
	Iteration 94F: 3 clusters Score -7845147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Entering Unmasked Estep 
Score: -2401612.750000 Penalty: 2423.557861
	Iteration 0F: 2 clusters Score -2401613 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 8865 members 
Entering Unmasked Estep 
Score: -2389099.750000 Penalty: 4847.115723
	Iteration 0F: 3 clusters Score -2389100 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2393317.750000 Penalty: 4847.115723
	Iteration 1F: 3 clusters Score -2393318 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2393854.000000 Penalty: 4847.115723
	Iteration 2F: 3 clusters Score -2393854 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2394341.250000 Penalty: 4847.115723
	Iteration 3F: 3 clusters Score -2394341 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2394811.750000 Penalty: 4847.115723
	Iteration 4F: 3 clusters Score -2394812 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2395295.250000 Penalty: 4847.115723
	Iteration 5Q: 3 clusters Score -2395295 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2395876.250000 Penalty: 4847.115723
	Iteration 6F: 3 clusters Score -2395876 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2396422.500000 Penalty: 4847.115723
	Iteration 7Q: 3 clusters Score -2396422 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2396917.000000 Penalty: 4847.115723
	Iteration 8Q: 3 clusters Score -2396917 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2397400.250000 Penalty: 4847.115723
	Iteration 9Q: 3 clusters Score -2397400 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2397800.500000 Penalty: 4847.115723
	Iteration 10Q: 3 clusters Score -2397800 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2398148.500000 Penalty: 4847.115723
	Iteration 11Q: 3 clusters Score -2398148 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2398464.250000 Penalty: 4847.115723
	Iteration 12Q: 3 clusters Score -2398464 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2398806.750000 Penalty: 4847.115723
	Iteration 13Q: 3 clusters Score -2398807 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2399072.750000 Penalty: 4847.115723
	Iteration 14Q: 3 clusters Score -2399073 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2399224.500000 Penalty: 4847.115723
	Iteration 15Q: 3 clusters Score -2399224 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2399322.250000 Penalty: 4847.115723
	Iteration 16Q: 3 clusters Score -2399322 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2399385.750000 Penalty: 4847.115723
	Iteration 17Q: 3 clusters Score -2399386 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2399423.750000 Penalty: 4847.115723
	Iteration 18Q: 3 clusters Score -2399424 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2399456.000000 Penalty: 4847.115723
	Iteration 19Q: 3 clusters Score -2399456 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2399478.250000 Penalty: 4847.115723
	Iteration 20F: 3 clusters Score -2399478 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2399499.250000 Penalty: 4847.115723
	Iteration 21Q: 3 clusters Score -2399499 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2399525.250000 Penalty: 4847.115723
	Iteration 22Q: 3 clusters Score -2399525 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -2399543.000000 Penalty: 4847.115723
	Iteration 23Q: 3 clusters Score -2399543 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2399552.750000 Penalty: 4847.115723
	Iteration 24Q: 3 clusters Score -2399553 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2399566.500000 Penalty: 4847.115723
	Iteration 25Q: 3 clusters Score -2399566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2399569.750000 Penalty: 4847.115723
	Iteration 26Q: 3 clusters Score -2399570 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2399592.750000 Penalty: 4847.115723
	Iteration 27Q: 3 clusters Score -2399593 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2399597.750000 Penalty: 4847.115723
	Iteration 28Q: 3 clusters Score -2399598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2399604.500000 Penalty: 4847.115723
	Iteration 29Q: 3 clusters Score -2399604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2399615.750000 Penalty: 4847.115723
	Iteration 30Q: 3 clusters Score -2399616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2399624.750000 Penalty: 4847.115723
	Iteration 31Q: 3 clusters Score -2399625 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2399624.750000 Penalty: 4847.115723
	Iteration 32Q: 3 clusters Score -2399625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2399633.750000 Penalty: 4847.115723
	Iteration 33Q: 3 clusters Score -2399634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2399632.250000 Penalty: 4847.115723
	Iteration 34Q: 3 clusters Score -2399632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2399644.500000 Penalty: 4847.115723
	Iteration 35Q: 3 clusters Score -2399644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2399649.750000 Penalty: 4847.115723
	Iteration 36Q: 3 clusters Score -2399650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2399655.750000 Penalty: 4847.115723
	Iteration 37Q: 3 clusters Score -2399656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -2399656.250000 Penalty: 4847.115723
	Iteration 38Q: 3 clusters Score -2399656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2399660.500000 Penalty: 4847.115723
	Iteration 39Q: 3 clusters Score -2399660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2399661.500000 Penalty: 4847.115723
	Iteration 40F: 3 clusters Score -2399662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2399664.250000 Penalty: 4847.115723
	Iteration 41Q: 3 clusters Score -2399664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -2399663.500000 Penalty: 4847.115723
	Iteration 42Q: 3 clusters Score -2399664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2399664.750000 Penalty: 4847.115723
	Iteration 43Q: 3 clusters Score -2399665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2399668.750000 Penalty: 4847.115723
	Iteration 44Q: 3 clusters Score -2399669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2399672.250000 Penalty: 4847.115723
	Iteration 45Q: 3 clusters Score -2399672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2399668.250000 Penalty: 4847.115723
	Iteration 46Q: 3 clusters Score -2399668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2399670.500000 Penalty: 4847.115723
	Iteration 47Q: 3 clusters Score -2399670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2399674.500000 Penalty: 4847.115723
	Iteration 48Q: 3 clusters Score -2399674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2399678.250000 Penalty: 4847.115723
	Iteration 49Q: 3 clusters Score -2399678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2399679.500000 Penalty: 4847.115723
	Iteration 50Q: 3 clusters Score -2399680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2399682.750000 Penalty: 4847.115723
	Iteration 51Q: 3 clusters Score -2399683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2399679.500000 Penalty: 4847.115723
	Iteration 52Q: 3 clusters Score -2399680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2399681.250000 Penalty: 4847.115723
	Iteration 53Q: 3 clusters Score -2399681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2399684.500000 Penalty: 4847.115723
	Iteration 54Q: 3 clusters Score -2399684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2399688.000000 Penalty: 4847.115723
	Iteration 55Q: 3 clusters Score -2399688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2399693.250000 Penalty: 4847.115723
	Iteration 56Q: 3 clusters Score -2399693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2399695.750000 Penalty: 4847.115723
	Iteration 57Q: 3 clusters Score -2399696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2399694.500000 Penalty: 4847.115723
	Iteration 58Q: 3 clusters Score -2399694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2399694.500000 Penalty: 4847.115723
	Iteration 59F: 3 clusters Score -2399694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Entering Unmasked Estep 
Score: -1668657.250000 Penalty: 2340.513672
	Iteration 0F: 2 clusters Score -1668657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1659434.625000 Penalty: 4681.027344
	Iteration 0F: 3 clusters Score -1659435 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1662460.750000 Penalty: 4681.027344
	Iteration 1F: 3 clusters Score -1662461 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1662971.500000 Penalty: 4681.027344
	Iteration 2F: 3 clusters Score -1662972 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1663396.000000 Penalty: 4681.027344
	Iteration 3F: 3 clusters Score -1663396 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1663760.250000 Penalty: 4681.027344
	Iteration 4F: 3 clusters Score -1663760 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1664111.625000 Penalty: 4681.027344
	Iteration 5Q: 3 clusters Score -1664112 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1664442.000000 Penalty: 4681.027344
	Iteration 6Q: 3 clusters Score -1664442 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1664751.625000 Penalty: 4681.027344
	Iteration 7Q: 3 clusters Score -1664752 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1664999.375000 Penalty: 4681.027344
	Iteration 8Q: 3 clusters Score -1664999 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1665205.625000 Penalty: 4681.027344
	Iteration 9Q: 3 clusters Score -1665206 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1665403.750000 Penalty: 4681.027344
	Iteration 10Q: 3 clusters Score -1665404 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1665540.375000 Penalty: 4681.027344
	Iteration 11Q: 3 clusters Score -1665540 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1665647.375000 Penalty: 4681.027344
	Iteration 12Q: 3 clusters Score -1665647 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1665753.375000 Penalty: 4681.027344
	Iteration 13Q: 3 clusters Score -1665753 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1665850.625000 Penalty: 4681.027344
	Iteration 14Q: 3 clusters Score -1665851 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1665934.875000 Penalty: 4681.027344
	Iteration 15Q: 3 clusters Score -1665935 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1666008.625000 Penalty: 4681.027344
	Iteration 16Q: 3 clusters Score -1666009 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1666075.375000 Penalty: 4681.027344
	Iteration 17Q: 3 clusters Score -1666075 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1666137.750000 Penalty: 4681.027344
	Iteration 18Q: 3 clusters Score -1666138 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1666204.125000 Penalty: 4681.027344
	Iteration 19Q: 3 clusters Score -1666204 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1666267.625000 Penalty: 4681.027344
	Iteration 20F: 3 clusters Score -1666268 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1666354.000000 Penalty: 4681.027344
	Iteration 21Q: 3 clusters Score -1666354 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1666433.750000 Penalty: 4681.027344
	Iteration 22Q: 3 clusters Score -1666434 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1666504.875000 Penalty: 4681.027344
	Iteration 23Q: 3 clusters Score -1666505 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1666587.000000 Penalty: 4681.027344
	Iteration 24Q: 3 clusters Score -1666587 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1666660.000000 Penalty: 4681.027344
	Iteration 25Q: 3 clusters Score -1666660 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1666719.125000 Penalty: 4681.027344
	Iteration 26Q: 3 clusters Score -1666719 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1666762.250000 Penalty: 4681.027344
	Iteration 27Q: 3 clusters Score -1666762 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1666804.625000 Penalty: 4681.027344
	Iteration 28Q: 3 clusters Score -1666805 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1666837.625000 Penalty: 4681.027344
	Iteration 29Q: 3 clusters Score -1666838 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1666855.125000 Penalty: 4681.027344
	Iteration 30Q: 3 clusters Score -1666855 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1666863.000000 Penalty: 4681.027344
	Iteration 31Q: 3 clusters Score -1666863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1666875.125000 Penalty: 4681.027344
	Iteration 32Q: 3 clusters Score -1666875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1666881.000000 Penalty: 4681.027344
	Iteration 33Q: 3 clusters Score -1666881 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1666888.500000 Penalty: 4681.027344
	Iteration 34Q: 3 clusters Score -1666888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1666900.250000 Penalty: 4681.027344
	Iteration 35Q: 3 clusters Score -1666900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1666909.250000 Penalty: 4681.027344
	Iteration 36Q: 3 clusters Score -1666909 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1666927.250000 Penalty: 4681.027344
	Iteration 37Q: 3 clusters Score -1666927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1666937.375000 Penalty: 4681.027344
	Iteration 38Q: 3 clusters Score -1666937 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1666949.875000 Penalty: 4681.027344
	Iteration 39Q: 3 clusters Score -1666950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1666962.125000 Penalty: 4681.027344
	Iteration 40F: 3 clusters Score -1666962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1666971.875000 Penalty: 4681.027344
	Iteration 41Q: 3 clusters Score -1666972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1666981.125000 Penalty: 4681.027344
	Iteration 42Q: 3 clusters Score -1666981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1666990.875000 Penalty: 4681.027344
	Iteration 43Q: 3 clusters Score -1666991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1666997.000000 Penalty: 4681.027344
	Iteration 44Q: 3 clusters Score -1666997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1667000.875000 Penalty: 4681.027344
	Iteration 45Q: 3 clusters Score -1667001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1667006.875000 Penalty: 4681.027344
	Iteration 46Q: 3 clusters Score -1667007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1667013.500000 Penalty: 4681.027344
	Iteration 47Q: 3 clusters Score -1667014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1667022.625000 Penalty: 4681.027344
	Iteration 48Q: 3 clusters Score -1667023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1667026.000000 Penalty: 4681.027344
	Iteration 49Q: 3 clusters Score -1667026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1667032.375000 Penalty: 4681.027344
	Iteration 50Q: 3 clusters Score -1667032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1667038.875000 Penalty: 4681.027344
	Iteration 51Q: 3 clusters Score -1667039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1667043.750000 Penalty: 4681.027344
	Iteration 52Q: 3 clusters Score -1667044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1667048.750000 Penalty: 4681.027344
	Iteration 53Q: 3 clusters Score -1667049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1667050.625000 Penalty: 4681.027344
	Iteration 54Q: 3 clusters Score -1667051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1667050.375000 Penalty: 4681.027344
	Iteration 55Q: 3 clusters Score -1667050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1667059.125000 Penalty: 4681.027344
	Iteration 56Q: 3 clusters Score -1667059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1667065.000000 Penalty: 4681.027344
	Iteration 57Q: 3 clusters Score -1667065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1667069.500000 Penalty: 4681.027344
	Iteration 58Q: 3 clusters Score -1667070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1667067.500000 Penalty: 4681.027344
	Iteration 59Q: 3 clusters Score -1667068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1667072.250000 Penalty: 4681.027344
	Iteration 60F: 3 clusters Score -1667072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1667075.125000 Penalty: 4681.027344
	Iteration 61Q: 3 clusters Score -1667075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1667081.500000 Penalty: 4681.027344
	Iteration 62Q: 3 clusters Score -1667082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1667080.375000 Penalty: 4681.027344
	Iteration 63Q: 3 clusters Score -1667080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1667084.750000 Penalty: 4681.027344
	Iteration 64Q: 3 clusters Score -1667085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1667088.125000 Penalty: 4681.027344
	Iteration 65Q: 3 clusters Score -1667088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1667086.750000 Penalty: 4681.027344
	Iteration 66Q: 3 clusters Score -1667087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1667089.500000 Penalty: 4681.027344
	Iteration 67Q: 3 clusters Score -1667090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1667091.750000 Penalty: 4681.027344
	Iteration 68Q: 3 clusters Score -1667092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1667096.000000 Penalty: 4681.027344
	Iteration 69Q: 3 clusters Score -1667096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1667096.125000 Penalty: 4681.027344
	Iteration 70Q: 3 clusters Score -1667096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1667096.750000 Penalty: 4681.027344
	Iteration 71Q: 3 clusters Score -1667097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1667100.500000 Penalty: 4681.027344
	Iteration 72Q: 3 clusters Score -1667100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1667103.000000 Penalty: 4681.027344
	Iteration 73Q: 3 clusters Score -1667103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1667107.125000 Penalty: 4681.027344
	Iteration 74Q: 3 clusters Score -1667107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1667109.875000 Penalty: 4681.027344
	Iteration 75Q: 3 clusters Score -1667110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1667111.375000 Penalty: 4681.027344
	Iteration 76Q: 3 clusters Score -1667111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1667113.000000 Penalty: 4681.027344
	Iteration 77Q: 3 clusters Score -1667113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1667116.750000 Penalty: 4681.027344
	Iteration 78Q: 3 clusters Score -1667117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1667117.875000 Penalty: 4681.027344
	Iteration 79Q: 3 clusters Score -1667118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1667122.750000 Penalty: 4681.027344
	Iteration 80F: 3 clusters Score -1667123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1667127.250000 Penalty: 4681.027344
	Iteration 81Q: 3 clusters Score -1667127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1667126.625000 Penalty: 4681.027344
	Iteration 82Q: 3 clusters Score -1667127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1667131.625000 Penalty: 4681.027344
	Iteration 83Q: 3 clusters Score -1667132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1667136.125000 Penalty: 4681.027344
	Iteration 84Q: 3 clusters Score -1667136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1667141.125000 Penalty: 4681.027344
	Iteration 85Q: 3 clusters Score -1667141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1667148.375000 Penalty: 4681.027344
	Iteration 86Q: 3 clusters Score -1667148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1667155.000000 Penalty: 4681.027344
	Iteration 87Q: 3 clusters Score -1667155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1667157.750000 Penalty: 4681.027344
	Iteration 88Q: 3 clusters Score -1667158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1667155.250000 Penalty: 4681.027344
	Iteration 89Q: 3 clusters Score -1667155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1667157.125000 Penalty: 4681.027344
	Iteration 90Q: 3 clusters Score -1667157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1667159.500000 Penalty: 4681.027344
	Iteration 91Q: 3 clusters Score -1667160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1667160.000000 Penalty: 4681.027344
	Iteration 92Q: 3 clusters Score -1667160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1667161.250000 Penalty: 4681.027344
	Iteration 93Q: 3 clusters Score -1667161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1667161.250000 Penalty: 4681.027344
	Iteration 94F: 3 clusters Score -1667161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -114074.789062 Penalty: 1681.420654
	Iteration 0F: 2 clusters Score -114074.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -112232.539062 Penalty: 3362.841309
	Iteration 0F: 3 clusters Score -112232.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112616.960938 Penalty: 3362.841309
	Iteration 1F: 3 clusters Score -112617 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -112785.351562 Penalty: 3362.841309
	Iteration 2F: 3 clusters Score -112785.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -112939.234375 Penalty: 3362.841309
	Iteration 3F: 3 clusters Score -112939.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -113012.921875 Penalty: 3362.841309
	Iteration 4Q: 3 clusters Score -113012.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -113056.937500 Penalty: 3362.841309
	Iteration 5Q: 3 clusters Score -113056.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -113124.921875 Penalty: 3362.841309
	Iteration 6Q: 3 clusters Score -113124.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -113192.500000 Penalty: 3362.841309
	Iteration 7Q: 3 clusters Score -113192.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -113241.953125 Penalty: 3362.841309
	Iteration 8Q: 3 clusters Score -113242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -113298.546875 Penalty: 3362.841309
	Iteration 9Q: 3 clusters Score -113298.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -113372.976562 Penalty: 3362.841309
	Iteration 10Q: 3 clusters Score -113373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -113405.515625 Penalty: 3362.841309
	Iteration 11Q: 3 clusters Score -113405.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -113432.195312 Penalty: 3362.841309
	Iteration 12Q: 3 clusters Score -113432.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -113475.953125 Penalty: 3362.841309
	Iteration 13Q: 3 clusters Score -113476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -113524.523438 Penalty: 3362.841309
	Iteration 14Q: 3 clusters Score -113524.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -113621.757812 Penalty: 3362.841309
	Iteration 15Q: 3 clusters Score -113621.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -113739.015625 Penalty: 3362.841309
	Iteration 16Q: 3 clusters Score -113739 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -113953.726562 Penalty: 3362.841309
	Iteration 17Q: 3 clusters Score -113953.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -114222.726562 Penalty: 3362.841309
	Iteration 18Q: 3 clusters Score -114222.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -114368.484375 Penalty: 3362.841309
	Iteration 19Q: 3 clusters Score -114368.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -114400.328125 Penalty: 3362.841309
	Iteration 20F: 3 clusters Score -114400.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -114415.898438 Penalty: 3362.841309
	Iteration 21Q: 3 clusters Score -114415.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -114417.835938 Penalty: 3362.841309
	Iteration 22Q: 3 clusters Score -114417.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -114417.835938 Penalty: 3362.841309
	Iteration 23F: 3 clusters Score -114417.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129667 members 
Mstep: Class 3 contains 45227 members 
Mstep: Class 4 contains 8996 members 
Mstep: Class 5 contains 188109 members 
Mstep: Class 6 contains 127860 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28037 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6889 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55855 members 
Mstep: Class 13 contains 17543 members 
Mstep: Class 14 contains 12551 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 35627 members 
Mstep: Class 17 contains 9230 members 
Mstep: Class 18 contains 27176 members 
Mstep: Class 19 contains 138233 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43250 members 
Mstep: Class 22 contains 71817 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7617 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2883 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15296 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5623 members 
Mstep: Class 33 contains 6269 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
Score: -142934512.000000 Penalty: 116931.921875
Splitting cluster 15 changes total score from -142935824.000000 to -142934512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (35627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Entering Unmasked Estep 
Score: -5008716.000000 Penalty: 2599.252930
	Iteration 0F: 2 clusters Score -5008716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -4984449.500000 Penalty: 5198.505859
	Iteration 0F: 3 clusters Score -4984450 nChanged 16150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -4993582.000000 Penalty: 5198.505859
	Iteration 1F: 3 clusters Score -4993582 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -4994338.000000 Penalty: 5198.505859
	Iteration 2F: 3 clusters Score -4994338 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -4995270.500000 Penalty: 5198.505859
	Iteration 3F: 3 clusters Score -4995270 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -4996693.500000 Penalty: 5198.505859
	Iteration 4F: 3 clusters Score -4996694 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -4998909.000000 Penalty: 5198.505859
	Iteration 5F: 3 clusters Score -4998909 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -5001679.000000 Penalty: 5198.505859
	Iteration 6F: 3 clusters Score -5001679 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -5004265.500000 Penalty: 5198.505859
	Iteration 7F: 3 clusters Score -5004266 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -5005961.500000 Penalty: 5198.505859
	Iteration 8Q: 3 clusters Score -5005962 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -5006797.000000 Penalty: 5198.505859
	Iteration 9Q: 3 clusters Score -5006797 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -5007214.000000 Penalty: 5198.505859
	Iteration 10Q: 3 clusters Score -5007214 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -5007468.500000 Penalty: 5198.505859
	Iteration 11Q: 3 clusters Score -5007468 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5007631.500000 Penalty: 5198.505859
	Iteration 12Q: 3 clusters Score -5007632 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -5007732.500000 Penalty: 5198.505859
	Iteration 13Q: 3 clusters Score -5007732 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5007802.500000 Penalty: 5198.505859
	Iteration 14Q: 3 clusters Score -5007802 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5007817.500000 Penalty: 5198.505859
	Iteration 15Q: 3 clusters Score -5007818 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5007853.000000 Penalty: 5198.505859
	Iteration 16Q: 3 clusters Score -5007853 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5007882.000000 Penalty: 5198.505859
	Iteration 17Q: 3 clusters Score -5007882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5007895.000000 Penalty: 5198.505859
	Iteration 18Q: 3 clusters Score -5007895 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5007908.500000 Penalty: 5198.505859
	Iteration 19Q: 3 clusters Score -5007908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5007904.500000 Penalty: 5198.505859
	Iteration 20F: 3 clusters Score -5007904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5007910.500000 Penalty: 5198.505859
	Iteration 21Q: 3 clusters Score -5007910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5007917.000000 Penalty: 5198.505859
	Iteration 22Q: 3 clusters Score -5007917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5007925.000000 Penalty: 5198.505859
	Iteration 23Q: 3 clusters Score -5007925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5007926.500000 Penalty: 5198.505859
	Iteration 24Q: 3 clusters Score -5007926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5007934.500000 Penalty: 5198.505859
	Iteration 25Q: 3 clusters Score -5007934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5007935.000000 Penalty: 5198.505859
	Iteration 26Q: 3 clusters Score -5007935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5007943.000000 Penalty: 5198.505859
	Iteration 27Q: 3 clusters Score -5007943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5007948.000000 Penalty: 5198.505859
	Iteration 28Q: 3 clusters Score -5007948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5007950.500000 Penalty: 5198.505859
	Iteration 29Q: 3 clusters Score -5007950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5007952.000000 Penalty: 5198.505859
	Iteration 30Q: 3 clusters Score -5007952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5007948.000000 Penalty: 5198.505859
	Iteration 31Q: 3 clusters Score -5007948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5007948.000000 Penalty: 5198.505859
	Iteration 32F: 3 clusters Score -5007948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Entering Unmasked Estep 
Score: -1158498.000000 Penalty: 2264.293213
	Iteration 0F: 2 clusters Score -1158498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1151370.375000 Penalty: 4528.586426
	Iteration 0F: 3 clusters Score -1151370 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1153577.875000 Penalty: 4528.586426
	Iteration 1F: 3 clusters Score -1153578 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1154108.125000 Penalty: 4528.586426
	Iteration 2F: 3 clusters Score -1154108 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1154656.625000 Penalty: 4528.586426
	Iteration 3F: 3 clusters Score -1154657 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1155273.125000 Penalty: 4528.586426
	Iteration 4F: 3 clusters Score -1155273 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1155982.750000 Penalty: 4528.586426
	Iteration 5F: 3 clusters Score -1155983 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1156605.750000 Penalty: 4528.586426
	Iteration 6F: 3 clusters Score -1156606 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1157011.125000 Penalty: 4528.586426
	Iteration 7F: 3 clusters Score -1157011 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1157245.500000 Penalty: 4528.586426
	Iteration 8Q: 3 clusters Score -1157246 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1157371.250000 Penalty: 4528.586426
	Iteration 9Q: 3 clusters Score -1157371 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1157435.125000 Penalty: 4528.586426
	Iteration 10Q: 3 clusters Score -1157435 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1157475.125000 Penalty: 4528.586426
	Iteration 11Q: 3 clusters Score -1157475 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1157507.875000 Penalty: 4528.586426
	Iteration 12Q: 3 clusters Score -1157508 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1157543.000000 Penalty: 4528.586426
	Iteration 13Q: 3 clusters Score -1157543 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1157574.000000 Penalty: 4528.586426
	Iteration 14Q: 3 clusters Score -1157574 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1157608.875000 Penalty: 4528.586426
	Iteration 15Q: 3 clusters Score -1157609 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1157633.250000 Penalty: 4528.586426
	Iteration 16Q: 3 clusters Score -1157633 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1157658.875000 Penalty: 4528.586426
	Iteration 17Q: 3 clusters Score -1157659 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1157683.250000 Penalty: 4528.586426
	Iteration 18Q: 3 clusters Score -1157683 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1157701.625000 Penalty: 4528.586426
	Iteration 19Q: 3 clusters Score -1157702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1157708.875000 Penalty: 4528.586426
	Iteration 20F: 3 clusters Score -1157709 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1157721.000000 Penalty: 4528.586426
	Iteration 21Q: 3 clusters Score -1157721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1157731.625000 Penalty: 4528.586426
	Iteration 22Q: 3 clusters Score -1157732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1157737.250000 Penalty: 4528.586426
	Iteration 23Q: 3 clusters Score -1157737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1157744.750000 Penalty: 4528.586426
	Iteration 24Q: 3 clusters Score -1157745 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1157748.250000 Penalty: 4528.586426
	Iteration 25Q: 3 clusters Score -1157748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1157749.750000 Penalty: 4528.586426
	Iteration 26Q: 3 clusters Score -1157750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1157750.250000 Penalty: 4528.586426
	Iteration 27Q: 3 clusters Score -1157750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1157750.000000 Penalty: 4528.586426
	Iteration 28Q: 3 clusters Score -1157750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1157752.625000 Penalty: 4528.586426
	Iteration 29Q: 3 clusters Score -1157753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1157755.125000 Penalty: 4528.586426
	Iteration 30Q: 3 clusters Score -1157755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1157758.750000 Penalty: 4528.586426
	Iteration 31Q: 3 clusters Score -1157759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1157758.375000 Penalty: 4528.586426
	Iteration 32Q: 3 clusters Score -1157758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1157760.000000 Penalty: 4528.586426
	Iteration 33Q: 3 clusters Score -1157760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1157760.875000 Penalty: 4528.586426
	Iteration 34Q: 3 clusters Score -1157761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1157761.375000 Penalty: 4528.586426
	Iteration 35Q: 3 clusters Score -1157761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1157759.500000 Penalty: 4528.586426
	Iteration 36Q: 3 clusters Score -1157760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1157762.250000 Penalty: 4528.586426
	Iteration 37Q: 3 clusters Score -1157762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1157760.750000 Penalty: 4528.586426
	Iteration 38Q: 3 clusters Score -1157761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1157759.750000 Penalty: 4528.586426
	Iteration 39Q: 3 clusters Score -1157760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1157761.125000 Penalty: 4528.586426
	Iteration 40F: 3 clusters Score -1157761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1157764.750000 Penalty: 4528.586426
	Iteration 41Q: 3 clusters Score -1157765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1157767.875000 Penalty: 4528.586426
	Iteration 42Q: 3 clusters Score -1157768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1157764.875000 Penalty: 4528.586426
	Iteration 43Q: 3 clusters Score -1157765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1157764.875000 Penalty: 4528.586426
	Iteration 44F: 3 clusters Score -1157765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Entering Unmasked Estep 
Score: -3709919.250000 Penalty: 2532.102295
	Iteration 0F: 2 clusters Score -3709919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -3691180.500000 Penalty: 5064.204590
	Iteration 0F: 3 clusters Score -3691180 nChanged 12093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -3698135.500000 Penalty: 5064.204590
	Iteration 1F: 3 clusters Score -3698136 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3698902.750000 Penalty: 5064.204590
	Iteration 2F: 3 clusters Score -3698903 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -3699845.750000 Penalty: 5064.204590
	Iteration 3F: 3 clusters Score -3699846 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -3701122.500000 Penalty: 5064.204590
	Iteration 4F: 3 clusters Score -3701122 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -3702651.250000 Penalty: 5064.204590
	Iteration 5F: 3 clusters Score -3702651 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -3704216.250000 Penalty: 5064.204590
	Iteration 6F: 3 clusters Score -3704216 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -3705556.750000 Penalty: 5064.204590
	Iteration 7F: 3 clusters Score -3705557 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -3706514.500000 Penalty: 5064.204590
	Iteration 8F: 3 clusters Score -3706514 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -3707088.750000 Penalty: 5064.204590
	Iteration 9Q: 3 clusters Score -3707089 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -3707442.250000 Penalty: 5064.204590
	Iteration 10Q: 3 clusters Score -3707442 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -3707637.500000 Penalty: 5064.204590
	Iteration 11Q: 3 clusters Score -3707638 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -3707807.500000 Penalty: 5064.204590
	Iteration 12Q: 3 clusters Score -3707808 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -3707928.250000 Penalty: 5064.204590
	Iteration 13Q: 3 clusters Score -3707928 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -3708007.250000 Penalty: 5064.204590
	Iteration 14Q: 3 clusters Score -3708007 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -3708117.750000 Penalty: 5064.204590
	Iteration 15Q: 3 clusters Score -3708118 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -3708222.750000 Penalty: 5064.204590
	Iteration 16Q: 3 clusters Score -3708223 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -3708341.000000 Penalty: 5064.204590
	Iteration 17Q: 3 clusters Score -3708341 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -3708467.000000 Penalty: 5064.204590
	Iteration 18Q: 3 clusters Score -3708467 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -3708600.250000 Penalty: 5064.204590
	Iteration 19Q: 3 clusters Score -3708600 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -3708729.250000 Penalty: 5064.204590
	Iteration 20F: 3 clusters Score -3708729 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -3708836.000000 Penalty: 5064.204590
	Iteration 21Q: 3 clusters Score -3708836 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -3708917.250000 Penalty: 5064.204590
	Iteration 22Q: 3 clusters Score -3708917 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -3708997.500000 Penalty: 5064.204590
	Iteration 23Q: 3 clusters Score -3708998 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -3709053.750000 Penalty: 5064.204590
	Iteration 24Q: 3 clusters Score -3709054 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -3709097.000000 Penalty: 5064.204590
	Iteration 25Q: 3 clusters Score -3709097 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -3709132.000000 Penalty: 5064.204590
	Iteration 26Q: 3 clusters Score -3709132 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -3709149.750000 Penalty: 5064.204590
	Iteration 27Q: 3 clusters Score -3709150 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -3709171.000000 Penalty: 5064.204590
	Iteration 28Q: 3 clusters Score -3709171 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -3709175.000000 Penalty: 5064.204590
	Iteration 29Q: 3 clusters Score -3709175 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -3709176.750000 Penalty: 5064.204590
	Iteration 30Q: 3 clusters Score -3709177 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -3709201.750000 Penalty: 5064.204590
	Iteration 31Q: 3 clusters Score -3709202 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -3709213.750000 Penalty: 5064.204590
	Iteration 32Q: 3 clusters Score -3709214 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -3709226.500000 Penalty: 5064.204590
	Iteration 33Q: 3 clusters Score -3709226 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -3709240.500000 Penalty: 5064.204590
	Iteration 34Q: 3 clusters Score -3709240 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -3709266.750000 Penalty: 5064.204590
	Iteration 35Q: 3 clusters Score -3709267 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -3709271.000000 Penalty: 5064.204590
	Iteration 36Q: 3 clusters Score -3709271 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -3709284.500000 Penalty: 5064.204590
	Iteration 37Q: 3 clusters Score -3709284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -3709297.250000 Penalty: 5064.204590
	Iteration 38Q: 3 clusters Score -3709297 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -3709296.000000 Penalty: 5064.204590
	Iteration 39Q: 3 clusters Score -3709296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -3709308.250000 Penalty: 5064.204590
	Iteration 40F: 3 clusters Score -3709308 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -3709307.500000 Penalty: 5064.204590
	Iteration 41Q: 3 clusters Score -3709308 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -3709304.250000 Penalty: 5064.204590
	Iteration 42Q: 3 clusters Score -3709304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -3709306.250000 Penalty: 5064.204590
	Iteration 43Q: 3 clusters Score -3709306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -3709317.500000 Penalty: 5064.204590
	Iteration 44Q: 3 clusters Score -3709318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -3709329.250000 Penalty: 5064.204590
	Iteration 45Q: 3 clusters Score -3709329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -3709330.500000 Penalty: 5064.204590
	Iteration 46Q: 3 clusters Score -3709330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -3709329.000000 Penalty: 5064.204590
	Iteration 47Q: 3 clusters Score -3709329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -3709334.500000 Penalty: 5064.204590
	Iteration 48Q: 3 clusters Score -3709334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -3709338.750000 Penalty: 5064.204590
	Iteration 49Q: 3 clusters Score -3709339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -3709337.000000 Penalty: 5064.204590
	Iteration 50Q: 3 clusters Score -3709337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -3709328.750000 Penalty: 5064.204590
	Iteration 51Q: 3 clusters Score -3709329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -3709336.500000 Penalty: 5064.204590
	Iteration 52Q: 3 clusters Score -3709336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -3709332.500000 Penalty: 5064.204590
	Iteration 53Q: 3 clusters Score -3709332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -3709335.000000 Penalty: 5064.204590
	Iteration 54Q: 3 clusters Score -3709335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -3709341.000000 Penalty: 5064.204590
	Iteration 55Q: 3 clusters Score -3709341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -3709341.500000 Penalty: 5064.204590
	Iteration 56Q: 3 clusters Score -3709342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -3709340.250000 Penalty: 5064.204590
	Iteration 57Q: 3 clusters Score -3709340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -3709335.000000 Penalty: 5064.204590
	Iteration 58Q: 3 clusters Score -3709335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -3709332.500000 Penalty: 5064.204590
	Iteration 59Q: 3 clusters Score -3709332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -3709337.750000 Penalty: 5064.204590
	Iteration 60F: 3 clusters Score -3709338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -3709336.750000 Penalty: 5064.204590
	Iteration 61Q: 3 clusters Score -3709337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -3709338.750000 Penalty: 5064.204590
	Iteration 62Q: 3 clusters Score -3709339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -3709335.500000 Penalty: 5064.204590
	Iteration 63Q: 3 clusters Score -3709336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -3709335.500000 Penalty: 5064.204590
	Iteration 64F: 3 clusters Score -3709336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (138233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138233 members 
Entering Unmasked Estep 
Score: -19268160.000000 Penalty: 2935.500488
	Iteration 0F: 2 clusters Score -1.926816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69297 members 
Mstep: Class 2 contains 68936 members 
Entering Unmasked Estep 
Score: -19178850.000000 Penalty: 5871.000977
	Iteration 0F: 3 clusters Score -1.917885e+07 nChanged 66189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72926 members 
Mstep: Class 2 contains 65307 members 
Entering Unmasked Estep 
Score: -19217580.000000 Penalty: 5871.000977
	Iteration 1F: 3 clusters Score -1.921758e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75716 members 
Mstep: Class 2 contains 62517 members 
Entering Unmasked Estep 
Score: -19219812.000000 Penalty: 5871.000977
	Iteration 2Q: 3 clusters Score -1.921981e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79996 members 
Mstep: Class 2 contains 58237 members 
Entering Unmasked Estep 
Score: -19223438.000000 Penalty: 5871.000977
	Iteration 3F: 3 clusters Score -1.922344e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86155 members 
Mstep: Class 2 contains 52078 members 
Entering Unmasked Estep 
Score: -19229138.000000 Penalty: 5871.000977
	Iteration 4F: 3 clusters Score -1.922914e+07 nChanged 10600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93989 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -19237592.000000 Penalty: 5871.000977
	Iteration 5F: 3 clusters Score -1.923759e+07 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102282 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -19247546.000000 Penalty: 5871.000977
	Iteration 6F: 3 clusters Score -1.924755e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108730 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -19255698.000000 Penalty: 5871.000977
	Iteration 7F: 3 clusters Score -1.92557e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112974 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -19259954.000000 Penalty: 5871.000977
	Iteration 8Q: 3 clusters Score -1.925995e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116123 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -19261894.000000 Penalty: 5871.000977
	Iteration 9Q: 3 clusters Score -1.926189e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118727 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -19262836.000000 Penalty: 5871.000977
	Iteration 10Q: 3 clusters Score -1.926284e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121042 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -19263524.000000 Penalty: 5871.000977
	Iteration 11Q: 3 clusters Score -1.926352e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123106 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -19264072.000000 Penalty: 5871.000977
	Iteration 12Q: 3 clusters Score -1.926407e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124932 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -19264568.000000 Penalty: 5871.000977
	Iteration 13Q: 3 clusters Score -1.926457e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126544 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -19264944.000000 Penalty: 5871.000977
	Iteration 14Q: 3 clusters Score -1.926494e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128014 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -19265248.000000 Penalty: 5871.000977
	Iteration 15Q: 3 clusters Score -1.926525e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129313 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -19265532.000000 Penalty: 5871.000977
	Iteration 16Q: 3 clusters Score -1.926553e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130394 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -19265848.000000 Penalty: 5871.000977
	Iteration 17Q: 3 clusters Score -1.926585e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131347 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -19266048.000000 Penalty: 5871.000977
	Iteration 18Q: 3 clusters Score -1.926605e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132202 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -19266366.000000 Penalty: 5871.000977
	Iteration 19Q: 3 clusters Score -1.926637e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132926 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -19266504.000000 Penalty: 5871.000977
	Iteration 20F: 3 clusters Score -1.92665e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133530 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -19266602.000000 Penalty: 5871.000977
	Iteration 21Q: 3 clusters Score -1.92666e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134052 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -19266744.000000 Penalty: 5871.000977
	Iteration 22Q: 3 clusters Score -1.926674e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134491 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -19266740.000000 Penalty: 5871.000977
	Iteration 23Q: 3 clusters Score -1.926674e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134845 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -19266766.000000 Penalty: 5871.000977
	Iteration 24Q: 3 clusters Score -1.926677e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135158 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -19266846.000000 Penalty: 5871.000977
	Iteration 25Q: 3 clusters Score -1.926685e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135409 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -19266936.000000 Penalty: 5871.000977
	Iteration 26Q: 3 clusters Score -1.926694e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135639 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -19266902.000000 Penalty: 5871.000977
	Iteration 27Q: 3 clusters Score -1.92669e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135843 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -19266898.000000 Penalty: 5871.000977
	Iteration 28Q: 3 clusters Score -1.92669e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136018 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -19266934.000000 Penalty: 5871.000977
	Iteration 29Q: 3 clusters Score -1.926693e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136173 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -19266984.000000 Penalty: 5871.000977
	Iteration 30Q: 3 clusters Score -1.926698e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136310 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -19267046.000000 Penalty: 5871.000977
	Iteration 31Q: 3 clusters Score -1.926705e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136419 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -19267032.000000 Penalty: 5871.000977
	Iteration 32Q: 3 clusters Score -1.926703e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136498 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -19267040.000000 Penalty: 5871.000977
	Iteration 33Q: 3 clusters Score -1.926704e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136561 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -19267042.000000 Penalty: 5871.000977
	Iteration 34Q: 3 clusters Score -1.926704e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136608 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -19267064.000000 Penalty: 5871.000977
	Iteration 35Q: 3 clusters Score -1.926706e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136657 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -19267066.000000 Penalty: 5871.000977
	Iteration 36Q: 3 clusters Score -1.926707e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136688 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -19267056.000000 Penalty: 5871.000977
	Iteration 37Q: 3 clusters Score -1.926706e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136723 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -19267068.000000 Penalty: 5871.000977
	Iteration 38Q: 3 clusters Score -1.926707e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136758 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -19267058.000000 Penalty: 5871.000977
	Iteration 39Q: 3 clusters Score -1.926706e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136775 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -19267068.000000 Penalty: 5871.000977
	Iteration 40F: 3 clusters Score -1.926707e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136792 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -19267050.000000 Penalty: 5871.000977
	Iteration 41Q: 3 clusters Score -1.926705e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136808 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -19267034.000000 Penalty: 5871.000977
	Iteration 42Q: 3 clusters Score -1.926703e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136826 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -19267044.000000 Penalty: 5871.000977
	Iteration 43Q: 3 clusters Score -1.926704e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136845 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -19267038.000000 Penalty: 5871.000977
	Iteration 44Q: 3 clusters Score -1.926704e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136859 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -19267062.000000 Penalty: 5871.000977
	Iteration 45Q: 3 clusters Score -1.926706e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136880 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -19267054.000000 Penalty: 5871.000977
	Iteration 46Q: 3 clusters Score -1.926705e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136902 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -19267060.000000 Penalty: 5871.000977
	Iteration 47Q: 3 clusters Score -1.926706e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136917 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -19267084.000000 Penalty: 5871.000977
	Iteration 48Q: 3 clusters Score -1.926708e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136933 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -19267102.000000 Penalty: 5871.000977
	Iteration 49Q: 3 clusters Score -1.92671e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136953 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -19267096.000000 Penalty: 5871.000977
	Iteration 50Q: 3 clusters Score -1.92671e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136974 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -19267116.000000 Penalty: 5871.000977
	Iteration 51Q: 3 clusters Score -1.926712e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136989 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -19267086.000000 Penalty: 5871.000977
	Iteration 52Q: 3 clusters Score -1.926709e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136996 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -19267100.000000 Penalty: 5871.000977
	Iteration 53Q: 3 clusters Score -1.92671e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137002 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -19267110.000000 Penalty: 5871.000977
	Iteration 54Q: 3 clusters Score -1.926711e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137009 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -19267082.000000 Penalty: 5871.000977
	Iteration 55Q: 3 clusters Score -1.926708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137019 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -19267092.000000 Penalty: 5871.000977
	Iteration 56Q: 3 clusters Score -1.926709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137022 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -19267090.000000 Penalty: 5871.000977
	Iteration 57Q: 3 clusters Score -1.926709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137023 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -19267078.000000 Penalty: 5871.000977
	Iteration 58Q: 3 clusters Score -1.926708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137024 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -19267092.000000 Penalty: 5871.000977
	Iteration 59Q: 3 clusters Score -1.926709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137026 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -19267090.000000 Penalty: 5871.000977
	Iteration 60F: 3 clusters Score -1.926709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137027 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -19267092.000000 Penalty: 5871.000977
	Iteration 61Q: 3 clusters Score -1.926709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137033 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -19267110.000000 Penalty: 5871.000977
	Iteration 62Q: 3 clusters Score -1.926711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137037 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -19267110.000000 Penalty: 5871.000977
	Iteration 63Q: 3 clusters Score -1.926711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137039 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -19267118.000000 Penalty: 5871.000977
	Iteration 64Q: 3 clusters Score -1.926712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137041 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -19267126.000000 Penalty: 5871.000977
	Iteration 65Q: 3 clusters Score -1.926713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137044 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -19267124.000000 Penalty: 5871.000977
	Iteration 66Q: 3 clusters Score -1.926712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137044 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -19267126.000000 Penalty: 5871.000977
	Iteration 67Q: 3 clusters Score -1.926713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137044 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -19267126.000000 Penalty: 5871.000977
	Iteration 68F: 3 clusters Score -1.926713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Entering Unmasked Estep 
Score: -314431.218750 Penalty: 1928.996460
	Iteration 0F: 2 clusters Score -314431.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -311566.218750 Penalty: 3857.992920
	Iteration 0F: 3 clusters Score -311566.2 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -312120.812500 Penalty: 3857.992920
	Iteration 1F: 3 clusters Score -312120.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -312273.750000 Penalty: 3857.992920
	Iteration 2F: 3 clusters Score -312273.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -312361.937500 Penalty: 3857.992920
	Iteration 3Q: 3 clusters Score -312361.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -312413.468750 Penalty: 3857.992920
	Iteration 4Q: 3 clusters Score -312413.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -312444.531250 Penalty: 3857.992920
	Iteration 5Q: 3 clusters Score -312444.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -312471.031250 Penalty: 3857.992920
	Iteration 6Q: 3 clusters Score -312471 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -312495.937500 Penalty: 3857.992920
	Iteration 7Q: 3 clusters Score -312495.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -312515.468750 Penalty: 3857.992920
	Iteration 8Q: 3 clusters Score -312515.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -312537.562500 Penalty: 3857.992920
	Iteration 9Q: 3 clusters Score -312537.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -312547.000000 Penalty: 3857.992920
	Iteration 10Q: 3 clusters Score -312547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -312555.218750 Penalty: 3857.992920
	Iteration 11Q: 3 clusters Score -312555.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -312566.062500 Penalty: 3857.992920
	Iteration 12Q: 3 clusters Score -312566.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -312575.812500 Penalty: 3857.992920
	Iteration 13Q: 3 clusters Score -312575.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -312579.687500 Penalty: 3857.992920
	Iteration 14Q: 3 clusters Score -312579.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -312584.843750 Penalty: 3857.992920
	Iteration 15Q: 3 clusters Score -312584.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -312588.906250 Penalty: 3857.992920
	Iteration 16Q: 3 clusters Score -312588.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -312591.062500 Penalty: 3857.992920
	Iteration 17Q: 3 clusters Score -312591.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -312592.250000 Penalty: 3857.992920
	Iteration 18Q: 3 clusters Score -312592.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -312593.281250 Penalty: 3857.992920
	Iteration 19Q: 3 clusters Score -312593.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -312594.531250 Penalty: 3857.992920
	Iteration 20F: 3 clusters Score -312594.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -312595.718750 Penalty: 3857.992920
	Iteration 21Q: 3 clusters Score -312595.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -312597.156250 Penalty: 3857.992920
	Iteration 22Q: 3 clusters Score -312597.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -312599.312500 Penalty: 3857.992920
	Iteration 23Q: 3 clusters Score -312599.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -312601.468750 Penalty: 3857.992920
	Iteration 24Q: 3 clusters Score -312601.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -312606.937500 Penalty: 3857.992920
	Iteration 25Q: 3 clusters Score -312606.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -312611.500000 Penalty: 3857.992920
	Iteration 26Q: 3 clusters Score -312611.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -312619.281250 Penalty: 3857.992920
	Iteration 27Q: 3 clusters Score -312619.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -312629.218750 Penalty: 3857.992920
	Iteration 28Q: 3 clusters Score -312629.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -312641.500000 Penalty: 3857.992920
	Iteration 29Q: 3 clusters Score -312641.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -312659.531250 Penalty: 3857.992920
	Iteration 30Q: 3 clusters Score -312659.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -312673.656250 Penalty: 3857.992920
	Iteration 31Q: 3 clusters Score -312673.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -312685.062500 Penalty: 3857.992920
	Iteration 32Q: 3 clusters Score -312685.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -312698.218750 Penalty: 3857.992920
	Iteration 33Q: 3 clusters Score -312698.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -312708.000000 Penalty: 3857.992920
	Iteration 34Q: 3 clusters Score -312708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -312717.218750 Penalty: 3857.992920
	Iteration 35Q: 3 clusters Score -312717.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -312723.312500 Penalty: 3857.992920
	Iteration 36Q: 3 clusters Score -312723.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -312730.281250 Penalty: 3857.992920
	Iteration 37Q: 3 clusters Score -312730.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -312737.375000 Penalty: 3857.992920
	Iteration 38Q: 3 clusters Score -312737.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -312742.562500 Penalty: 3857.992920
	Iteration 39Q: 3 clusters Score -312742.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -312749.312500 Penalty: 3857.992920
	Iteration 40F: 3 clusters Score -312749.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -312758.687500 Penalty: 3857.992920
	Iteration 41Q: 3 clusters Score -312758.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -312764.750000 Penalty: 3857.992920
	Iteration 42Q: 3 clusters Score -312764.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -312771.343750 Penalty: 3857.992920
	Iteration 43Q: 3 clusters Score -312771.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -312778.281250 Penalty: 3857.992920
	Iteration 44Q: 3 clusters Score -312778.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -312789.062500 Penalty: 3857.992920
	Iteration 45Q: 3 clusters Score -312789.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -312794.062500 Penalty: 3857.992920
	Iteration 46Q: 3 clusters Score -312794.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -312795.875000 Penalty: 3857.992920
	Iteration 47Q: 3 clusters Score -312795.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -312802.250000 Penalty: 3857.992920
	Iteration 48Q: 3 clusters Score -312802.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -312805.968750 Penalty: 3857.992920
	Iteration 49Q: 3 clusters Score -312806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -312807.968750 Penalty: 3857.992920
	Iteration 50Q: 3 clusters Score -312808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -312809.218750 Penalty: 3857.992920
	Iteration 51Q: 3 clusters Score -312809.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -312810.125000 Penalty: 3857.992920
	Iteration 52Q: 3 clusters Score -312810.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -312812.062500 Penalty: 3857.992920
	Iteration 53Q: 3 clusters Score -312812.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -312812.343750 Penalty: 3857.992920
	Iteration 54Q: 3 clusters Score -312812.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -312815.218750 Penalty: 3857.992920
	Iteration 55Q: 3 clusters Score -312815.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -312816.187500 Penalty: 3857.992920
	Iteration 56Q: 3 clusters Score -312816.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -312817.375000 Penalty: 3857.992920
	Iteration 57Q: 3 clusters Score -312817.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -312817.406250 Penalty: 3857.992920
	Iteration 58Q: 3 clusters Score -312817.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -312817.406250 Penalty: 3857.992920
	Iteration 59F: 3 clusters Score -312817.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Entering Unmasked Estep 
Score: -5964419.000000 Penalty: 2647.338623
	Iteration 0F: 2 clusters Score -5964419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -5935268.000000 Penalty: 5294.677246
	Iteration 0F: 3 clusters Score -5935268 nChanged 19751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -5946064.000000 Penalty: 5294.677246
	Iteration 1F: 3 clusters Score -5946064 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -5946658.000000 Penalty: 5294.677246
	Iteration 2Q: 3 clusters Score -5946658 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -5947184.000000 Penalty: 5294.677246
	Iteration 3Q: 3 clusters Score -5947184 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -5947788.500000 Penalty: 5294.677246
	Iteration 4Q: 3 clusters Score -5947788 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -5948548.000000 Penalty: 5294.677246
	Iteration 5Q: 3 clusters Score -5948548 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -5949483.500000 Penalty: 5294.677246
	Iteration 6Q: 3 clusters Score -5949484 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -5950645.500000 Penalty: 5294.677246
	Iteration 7F: 3 clusters Score -5950646 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -5952138.000000 Penalty: 5294.677246
	Iteration 8F: 3 clusters Score -5952138 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -5953788.500000 Penalty: 5294.677246
	Iteration 9F: 3 clusters Score -5953788 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -5955374.500000 Penalty: 5294.677246
	Iteration 10F: 3 clusters Score -5955374 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -5956874.500000 Penalty: 5294.677246
	Iteration 11F: 3 clusters Score -5956874 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -5958155.000000 Penalty: 5294.677246
	Iteration 12Q: 3 clusters Score -5958155 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -5959057.000000 Penalty: 5294.677246
	Iteration 13Q: 3 clusters Score -5959057 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -5959846.500000 Penalty: 5294.677246
	Iteration 14Q: 3 clusters Score -5959846 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -5960457.500000 Penalty: 5294.677246
	Iteration 15Q: 3 clusters Score -5960458 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5960957.000000 Penalty: 5294.677246
	Iteration 16Q: 3 clusters Score -5960957 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5961293.500000 Penalty: 5294.677246
	Iteration 17Q: 3 clusters Score -5961294 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5961612.500000 Penalty: 5294.677246
	Iteration 18Q: 3 clusters Score -5961612 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5961827.000000 Penalty: 5294.677246
	Iteration 19Q: 3 clusters Score -5961827 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5961944.000000 Penalty: 5294.677246
	Iteration 20F: 3 clusters Score -5961944 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5962026.500000 Penalty: 5294.677246
	Iteration 21Q: 3 clusters Score -5962026 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5962092.500000 Penalty: 5294.677246
	Iteration 22Q: 3 clusters Score -5962092 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5962145.500000 Penalty: 5294.677246
	Iteration 23Q: 3 clusters Score -5962146 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5962165.000000 Penalty: 5294.677246
	Iteration 24Q: 3 clusters Score -5962165 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5962193.500000 Penalty: 5294.677246
	Iteration 25Q: 3 clusters Score -5962194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5962198.000000 Penalty: 5294.677246
	Iteration 26Q: 3 clusters Score -5962198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5962229.000000 Penalty: 5294.677246
	Iteration 27Q: 3 clusters Score -5962229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5962241.500000 Penalty: 5294.677246
	Iteration 28Q: 3 clusters Score -5962242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5962254.500000 Penalty: 5294.677246
	Iteration 29Q: 3 clusters Score -5962254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5962253.500000 Penalty: 5294.677246
	Iteration 30Q: 3 clusters Score -5962254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5962266.000000 Penalty: 5294.677246
	Iteration 31Q: 3 clusters Score -5962266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5962276.000000 Penalty: 5294.677246
	Iteration 32Q: 3 clusters Score -5962276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5962274.000000 Penalty: 5294.677246
	Iteration 33Q: 3 clusters Score -5962274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5962284.000000 Penalty: 5294.677246
	Iteration 34Q: 3 clusters Score -5962284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5962292.000000 Penalty: 5294.677246
	Iteration 35Q: 3 clusters Score -5962292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5962294.000000 Penalty: 5294.677246
	Iteration 36Q: 3 clusters Score -5962294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5962288.500000 Penalty: 5294.677246
	Iteration 37Q: 3 clusters Score -5962288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5962304.500000 Penalty: 5294.677246
	Iteration 38Q: 3 clusters Score -5962304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5962304.000000 Penalty: 5294.677246
	Iteration 39Q: 3 clusters Score -5962304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5962301.000000 Penalty: 5294.677246
	Iteration 40F: 3 clusters Score -5962301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5962298.000000 Penalty: 5294.677246
	Iteration 41Q: 3 clusters Score -5962298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5962294.000000 Penalty: 5294.677246
	Iteration 42Q: 3 clusters Score -5962294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5962296.500000 Penalty: 5294.677246
	Iteration 43Q: 3 clusters Score -5962296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5962296.500000 Penalty: 5294.677246
	Iteration 44F: 3 clusters Score -5962296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (71817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71817 members 
Entering Unmasked Estep 
Score: -9981452.000000 Penalty: 2773.105225
	Iteration 0F: 2 clusters Score -9981452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -9933336.000000 Penalty: 5546.210449
	Iteration 0F: 3 clusters Score -9933336 nChanged 33565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -9951999.000000 Penalty: 5546.210449
	Iteration 1F: 3 clusters Score -9951999 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -9952587.000000 Penalty: 5546.210449
	Iteration 2Q: 3 clusters Score -9952587 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -9953203.000000 Penalty: 5546.210449
	Iteration 3Q: 3 clusters Score -9953203 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -9953954.000000 Penalty: 5546.210449
	Iteration 4Q: 3 clusters Score -9953954 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -9954964.000000 Penalty: 5546.210449
	Iteration 5Q: 3 clusters Score -9954964 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -9956458.000000 Penalty: 5546.210449
	Iteration 6Q: 3 clusters Score -9956458 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -9959053.000000 Penalty: 5546.210449
	Iteration 7F: 3 clusters Score -9959053 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53420 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -9962608.000000 Penalty: 5546.210449
	Iteration 8F: 3 clusters Score -9962608 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58824 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -9967171.000000 Penalty: 5546.210449
	Iteration 9F: 3 clusters Score -9967171 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63858 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -9971852.000000 Penalty: 5546.210449
	Iteration 10F: 3 clusters Score -9971852 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67646 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -9975421.000000 Penalty: 5546.210449
	Iteration 11F: 3 clusters Score -9975421 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69776 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -9977362.000000 Penalty: 5546.210449
	Iteration 12Q: 3 clusters Score -9977362 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70754 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -9978216.000000 Penalty: 5546.210449
	Iteration 13Q: 3 clusters Score -9978216 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71158 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9978587.000000 Penalty: 5546.210449
	Iteration 14Q: 3 clusters Score -9978587 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71330 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -9978760.000000 Penalty: 5546.210449
	Iteration 15Q: 3 clusters Score -9978760 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71417 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9978862.000000 Penalty: 5546.210449
	Iteration 16Q: 3 clusters Score -9978862 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71455 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -9978910.000000 Penalty: 5546.210449
	Iteration 17Q: 3 clusters Score -9978910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71476 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9978950.000000 Penalty: 5546.210449
	Iteration 18Q: 3 clusters Score -9978950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71487 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9978986.000000 Penalty: 5546.210449
	Iteration 19Q: 3 clusters Score -9978986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71493 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9978989.000000 Penalty: 5546.210449
	Iteration 20F: 3 clusters Score -9978989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71497 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9978995.000000 Penalty: 5546.210449
	Iteration 21Q: 3 clusters Score -9978995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71495 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9978998.000000 Penalty: 5546.210449
	Iteration 22Q: 3 clusters Score -9978998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71498 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9979009.000000 Penalty: 5546.210449
	Iteration 23Q: 3 clusters Score -9979009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71499 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9979011.000000 Penalty: 5546.210449
	Iteration 24Q: 3 clusters Score -9979011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71499 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9979011.000000 Penalty: 5546.210449
	Iteration 25F: 3 clusters Score -9979011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -756809.625000 Penalty: 2141.650391
	Iteration 0F: 2 clusters Score -756809.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -751838.125000 Penalty: 4283.300781
	Iteration 0F: 3 clusters Score -751838.1 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -753156.625000 Penalty: 4283.300781
	Iteration 1F: 3 clusters Score -753156.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -753500.937500 Penalty: 4283.300781
	Iteration 2F: 3 clusters Score -753500.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -753766.250000 Penalty: 4283.300781
	Iteration 3F: 3 clusters Score -753766.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -754009.125000 Penalty: 4283.300781
	Iteration 4F: 3 clusters Score -754009.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -754256.875000 Penalty: 4283.300781
	Iteration 5Q: 3 clusters Score -754256.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -754459.187500 Penalty: 4283.300781
	Iteration 6Q: 3 clusters Score -754459.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -754642.250000 Penalty: 4283.300781
	Iteration 7Q: 3 clusters Score -754642.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -754798.062500 Penalty: 4283.300781
	Iteration 8Q: 3 clusters Score -754798.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -754911.687500 Penalty: 4283.300781
	Iteration 9Q: 3 clusters Score -754911.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -754994.125000 Penalty: 4283.300781
	Iteration 10Q: 3 clusters Score -754994.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -755063.250000 Penalty: 4283.300781
	Iteration 11Q: 3 clusters Score -755063.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -755133.125000 Penalty: 4283.300781
	Iteration 12Q: 3 clusters Score -755133.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -755201.187500 Penalty: 4283.300781
	Iteration 13Q: 3 clusters Score -755201.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -755240.812500 Penalty: 4283.300781
	Iteration 14Q: 3 clusters Score -755240.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -755278.062500 Penalty: 4283.300781
	Iteration 15Q: 3 clusters Score -755278.1 nChanged 63
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: -755304.687500 Penalty: 4283.300781
	Iteration 16Q: 3 clusters Score -755304.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -755331.250000 Penalty: 4283.300781
	Iteration 17Q: 3 clusters Score -755331.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -755357.312500 Penalty: 4283.300781
	Iteration 18Q: 3 clusters Score -755357.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -755382.625000 Penalty: 4283.300781
	Iteration 19Q: 3 clusters Score -755382.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -755406.625000 Penalty: 4283.300781
	Iteration 20F: 3 clusters Score -755406.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -755429.812500 Penalty: 4283.300781
	Iteration 21Q: 3 clusters Score -755429.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -755443.812500 Penalty: 4283.300781
	Iteration 22Q: 3 clusters Score -755443.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -755459.375000 Penalty: 4283.300781
	Iteration 23Q: 3 clusters Score -755459.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -755481.750000 Penalty: 4283.300781
	Iteration 24Q: 3 clusters Score -755481.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -755496.812500 Penalty: 4283.300781
	Iteration 25Q: 3 clusters Score -755496.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -755510.937500 Penalty: 4283.300781
	Iteration 26Q: 3 clusters Score -755510.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -755522.500000 Penalty: 4283.300781
	Iteration 27Q: 3 clusters Score -755522.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -755529.687500 Penalty: 4283.300781
	Iteration 28Q: 3 clusters Score -755529.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -755536.875000 Penalty: 4283.300781
	Iteration 29Q: 3 clusters Score -755536.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -755541.687500 Penalty: 4283.300781
	Iteration 30Q: 3 clusters Score -755541.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -755549.875000 Penalty: 4283.300781
	Iteration 31Q: 3 clusters Score -755549.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -755556.062500 Penalty: 4283.300781
	Iteration 32Q: 3 clusters Score -755556.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -755559.312500 Penalty: 4283.300781
	Iteration 33Q: 3 clusters Score -755559.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -755567.500000 Penalty: 4283.300781
	Iteration 34Q: 3 clusters Score -755567.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -755569.750000 Penalty: 4283.300781
	Iteration 35Q: 3 clusters Score -755569.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -755577.125000 Penalty: 4283.300781
	Iteration 36Q: 3 clusters Score -755577.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -755584.750000 Penalty: 4283.300781
	Iteration 37Q: 3 clusters Score -755584.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -755597.000000 Penalty: 4283.300781
	Iteration 38Q: 3 clusters Score -755597 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -755611.000000 Penalty: 4283.300781
	Iteration 39Q: 3 clusters Score -755611 nChanged 21
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: -755621.062500 Penalty: 4283.300781
	Iteration 40F: 3 clusters Score -755621.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -755630.625000 Penalty: 4283.300781
	Iteration 41Q: 3 clusters Score -755630.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -755638.000000 Penalty: 4283.300781
	Iteration 42Q: 3 clusters Score -755638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -755643.000000 Penalty: 4283.300781
	Iteration 43Q: 3 clusters Score -755643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -755647.812500 Penalty: 4283.300781
	Iteration 44Q: 3 clusters Score -755647.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -755652.562500 Penalty: 4283.300781
	Iteration 45Q: 3 clusters Score -755652.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -755662.375000 Penalty: 4283.300781
	Iteration 46Q: 3 clusters Score -755662.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -755668.062500 Penalty: 4283.300781
	Iteration 47Q: 3 clusters Score -755668.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -755671.812500 Penalty: 4283.300781
	Iteration 48Q: 3 clusters Score -755671.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -755679.375000 Penalty: 4283.300781
	Iteration 49Q: 3 clusters Score -755679.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -755680.437500 Penalty: 4283.300781
	Iteration 50Q: 3 clusters Score -755680.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -755684.125000 Penalty: 4283.300781
	Iteration 51Q: 3 clusters Score -755684.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -755686.062500 Penalty: 4283.300781
	Iteration 52Q: 3 clusters Score -755686.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -755686.375000 Penalty: 4283.300781
	Iteration 53Q: 3 clusters Score -755686.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -755688.687500 Penalty: 4283.300781
	Iteration 54Q: 3 clusters Score -755688.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -755689.375000 Penalty: 4283.300781
	Iteration 55Q: 3 clusters Score -755689.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -755691.625000 Penalty: 4283.300781
	Iteration 56Q: 3 clusters Score -755691.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -755691.625000 Penalty: 4283.300781
	Iteration 57Q: 3 clusters Score -755691.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -755692.750000 Penalty: 4283.300781
	Iteration 58Q: 3 clusters Score -755692.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -755693.812500 Penalty: 4283.300781
	Iteration 59Q: 3 clusters Score -755693.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -755693.062500 Penalty: 4283.300781
	Iteration 60F: 3 clusters Score -755693.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -755694.625000 Penalty: 4283.300781
	Iteration 61Q: 3 clusters Score -755694.6 nChanged 1
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: -755694.625000 Penalty: 4283.300781
	Iteration 62Q: 3 clusters Score -755694.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -755693.750000 Penalty: 4283.300781
	Iteration 63Q: 3 clusters Score -755693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -755693.812500 Penalty: 4283.300781
	Iteration 64Q: 3 clusters Score -755693.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -755694.625000 Penalty: 4283.300781
	Iteration 65Q: 3 clusters Score -755694.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -755695.125000 Penalty: 4283.300781
	Iteration 66Q: 3 clusters Score -755695.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -755695.125000 Penalty: 4283.300781
	Iteration 67F: 3 clusters Score -755695.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -533738.812500 Penalty: 2053.427979
	Iteration 0F: 2 clusters Score -533738.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -529900.687500 Penalty: 4106.855957
	Iteration 0F: 3 clusters Score -529900.7 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -530715.625000 Penalty: 4106.855957
	Iteration 1F: 3 clusters Score -530715.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -530915.562500 Penalty: 4106.855957
	Iteration 2F: 3 clusters Score -530915.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -531028.000000 Penalty: 4106.855957
	Iteration 3Q: 3 clusters Score -531028 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -531119.750000 Penalty: 4106.855957
	Iteration 4Q: 3 clusters Score -531119.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -531192.875000 Penalty: 4106.855957
	Iteration 5Q: 3 clusters Score -531192.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -531270.437500 Penalty: 4106.855957
	Iteration 6Q: 3 clusters Score -531270.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -531344.875000 Penalty: 4106.855957
	Iteration 7Q: 3 clusters Score -531344.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -531402.312500 Penalty: 4106.855957
	Iteration 8Q: 3 clusters Score -531402.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -531442.562500 Penalty: 4106.855957
	Iteration 9Q: 3 clusters Score -531442.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -531476.187500 Penalty: 4106.855957
	Iteration 10Q: 3 clusters Score -531476.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -531512.875000 Penalty: 4106.855957
	Iteration 11Q: 3 clusters Score -531512.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -531545.937500 Penalty: 4106.855957
	Iteration 12Q: 3 clusters Score -531545.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -531570.562500 Penalty: 4106.855957
	Iteration 13Q: 3 clusters Score -531570.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -531589.375000 Penalty: 4106.855957
	Iteration 14Q: 3 clusters Score -531589.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -531607.750000 Penalty: 4106.855957
	Iteration 15Q: 3 clusters Score -531607.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -531623.875000 Penalty: 4106.855957
	Iteration 16Q: 3 clusters Score -531623.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -531635.750000 Penalty: 4106.855957
	Iteration 17Q: 3 clusters Score -531635.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -531650.437500 Penalty: 4106.855957
	Iteration 18Q: 3 clusters Score -531650.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -531665.000000 Penalty: 4106.855957
	Iteration 19Q: 3 clusters Score -531665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -531678.500000 Penalty: 4106.855957
	Iteration 20F: 3 clusters Score -531678.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -531696.937500 Penalty: 4106.855957
	Iteration 21Q: 3 clusters Score -531696.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -531712.375000 Penalty: 4106.855957
	Iteration 22Q: 3 clusters Score -531712.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -531724.750000 Penalty: 4106.855957
	Iteration 23Q: 3 clusters Score -531724.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -531735.187500 Penalty: 4106.855957
	Iteration 24Q: 3 clusters Score -531735.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -531747.312500 Penalty: 4106.855957
	Iteration 25Q: 3 clusters Score -531747.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -531759.250000 Penalty: 4106.855957
	Iteration 26Q: 3 clusters Score -531759.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -531773.562500 Penalty: 4106.855957
	Iteration 27Q: 3 clusters Score -531773.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -531786.875000 Penalty: 4106.855957
	Iteration 28Q: 3 clusters Score -531786.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -531798.562500 Penalty: 4106.855957
	Iteration 29Q: 3 clusters Score -531798.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -531806.625000 Penalty: 4106.855957
	Iteration 30Q: 3 clusters Score -531806.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -531813.875000 Penalty: 4106.855957
	Iteration 31Q: 3 clusters Score -531813.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -531824.875000 Penalty: 4106.855957
	Iteration 32Q: 3 clusters Score -531824.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -531835.187500 Penalty: 4106.855957
	Iteration 33Q: 3 clusters Score -531835.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -531848.187500 Penalty: 4106.855957
	Iteration 34Q: 3 clusters Score -531848.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -531864.937500 Penalty: 4106.855957
	Iteration 35Q: 3 clusters Score -531864.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -531878.750000 Penalty: 4106.855957
	Iteration 36Q: 3 clusters Score -531878.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -531886.000000 Penalty: 4106.855957
	Iteration 37Q: 3 clusters Score -531886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -531890.062500 Penalty: 4106.855957
	Iteration 38Q: 3 clusters Score -531890.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -531892.500000 Penalty: 4106.855957
	Iteration 39Q: 3 clusters Score -531892.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -531896.250000 Penalty: 4106.855957
	Iteration 40F: 3 clusters Score -531896.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -531898.750000 Penalty: 4106.855957
	Iteration 41Q: 3 clusters Score -531898.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -531898.750000 Penalty: 4106.855957
	Iteration 42Q: 3 clusters Score -531898.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -531899.875000 Penalty: 4106.855957
	Iteration 43Q: 3 clusters Score -531899.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -531899.875000 Penalty: 4106.855957
	Iteration 44F: 3 clusters Score -531899.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Entering Unmasked Estep 
Score: -1040808.000000 Penalty: 2216.658203
	Iteration 0F: 2 clusters Score -1040808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1034658.250000 Penalty: 4433.316406
	Iteration 0F: 3 clusters Score -1034658 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1036464.500000 Penalty: 4433.316406
	Iteration 1F: 3 clusters Score -1036464 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1036809.812500 Penalty: 4433.316406
	Iteration 2F: 3 clusters Score -1036810 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1037112.250000 Penalty: 4433.316406
	Iteration 3F: 3 clusters Score -1037112 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1037416.187500 Penalty: 4433.316406
	Iteration 4F: 3 clusters Score -1037416 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1037717.937500 Penalty: 4433.316406
	Iteration 5F: 3 clusters Score -1037718 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1038037.937500 Penalty: 4433.316406
	Iteration 6Q: 3 clusters Score -1038038 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1038380.687500 Penalty: 4433.316406
	Iteration 7F: 3 clusters Score -1038381 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1038668.250000 Penalty: 4433.316406
	Iteration 8Q: 3 clusters Score -1038668 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1038891.812500 Penalty: 4433.316406
	Iteration 9Q: 3 clusters Score -1038892 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1039078.812500 Penalty: 4433.316406
	Iteration 10Q: 3 clusters Score -1039079 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1039220.750000 Penalty: 4433.316406
	Iteration 11Q: 3 clusters Score -1039221 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1039324.812500 Penalty: 4433.316406
	Iteration 12Q: 3 clusters Score -1039325 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1039410.687500 Penalty: 4433.316406
	Iteration 13Q: 3 clusters Score -1039411 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1039479.125000 Penalty: 4433.316406
	Iteration 14Q: 3 clusters Score -1039479 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1039527.187500 Penalty: 4433.316406
	Iteration 15Q: 3 clusters Score -1039527 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1039565.187500 Penalty: 4433.316406
	Iteration 16Q: 3 clusters Score -1039565 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1039588.000000 Penalty: 4433.316406
	Iteration 17Q: 3 clusters Score -1039588 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1039611.875000 Penalty: 4433.316406
	Iteration 18Q: 3 clusters Score -1039612 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1039631.562500 Penalty: 4433.316406
	Iteration 19Q: 3 clusters Score -1039632 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1039644.625000 Penalty: 4433.316406
	Iteration 20F: 3 clusters Score -1039645 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1039667.750000 Penalty: 4433.316406
	Iteration 21Q: 3 clusters Score -1039668 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1039684.312500 Penalty: 4433.316406
	Iteration 22Q: 3 clusters Score -1039684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1039703.375000 Penalty: 4433.316406
	Iteration 23Q: 3 clusters Score -1039703 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1039721.062500 Penalty: 4433.316406
	Iteration 24Q: 3 clusters Score -1039721 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1039730.500000 Penalty: 4433.316406
	Iteration 25Q: 3 clusters Score -1039730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1039750.000000 Penalty: 4433.316406
	Iteration 26Q: 3 clusters Score -1039750 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1039762.437500 Penalty: 4433.316406
	Iteration 27Q: 3 clusters Score -1039762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1039775.500000 Penalty: 4433.316406
	Iteration 28Q: 3 clusters Score -1039776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1039791.125000 Penalty: 4433.316406
	Iteration 29Q: 3 clusters Score -1039791 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1039802.187500 Penalty: 4433.316406
	Iteration 30Q: 3 clusters Score -1039802 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1039822.062500 Penalty: 4433.316406
	Iteration 31Q: 3 clusters Score -1039822 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1039835.875000 Penalty: 4433.316406
	Iteration 32Q: 3 clusters Score -1039836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1039848.687500 Penalty: 4433.316406
	Iteration 33Q: 3 clusters Score -1039849 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1039862.500000 Penalty: 4433.316406
	Iteration 34Q: 3 clusters Score -1039862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1039871.750000 Penalty: 4433.316406
	Iteration 35Q: 3 clusters Score -1039872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1039881.937500 Penalty: 4433.316406
	Iteration 36Q: 3 clusters Score -1039882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1039891.562500 Penalty: 4433.316406
	Iteration 37Q: 3 clusters Score -1039892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1039906.812500 Penalty: 4433.316406
	Iteration 38Q: 3 clusters Score -1039907 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1039918.125000 Penalty: 4433.316406
	Iteration 39Q: 3 clusters Score -1039918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1039934.000000 Penalty: 4433.316406
	Iteration 40F: 3 clusters Score -1039934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1039952.437500 Penalty: 4433.316406
	Iteration 41Q: 3 clusters Score -1039952 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1039974.312500 Penalty: 4433.316406
	Iteration 42Q: 3 clusters Score -1039974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1039985.625000 Penalty: 4433.316406
	Iteration 43Q: 3 clusters Score -1039986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1039997.750000 Penalty: 4433.316406
	Iteration 44Q: 3 clusters Score -1039998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1040006.750000 Penalty: 4433.316406
	Iteration 45Q: 3 clusters Score -1040007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1040012.062500 Penalty: 4433.316406
	Iteration 46Q: 3 clusters Score -1040012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1040022.125000 Penalty: 4433.316406
	Iteration 47Q: 3 clusters Score -1040022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1040027.125000 Penalty: 4433.316406
	Iteration 48Q: 3 clusters Score -1040027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1040030.187500 Penalty: 4433.316406
	Iteration 49Q: 3 clusters Score -1040030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1040030.812500 Penalty: 4433.316406
	Iteration 50Q: 3 clusters Score -1040031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1040036.750000 Penalty: 4433.316406
	Iteration 51Q: 3 clusters Score -1040037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1040039.625000 Penalty: 4433.316406
	Iteration 52Q: 3 clusters Score -1040040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1040047.000000 Penalty: 4433.316406
	Iteration 53Q: 3 clusters Score -1040047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1040048.562500 Penalty: 4433.316406
	Iteration 54Q: 3 clusters Score -1040049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1040054.562500 Penalty: 4433.316406
	Iteration 55Q: 3 clusters Score -1040055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1040060.937500 Penalty: 4433.316406
	Iteration 56Q: 3 clusters Score -1040061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1040067.187500 Penalty: 4433.316406
	Iteration 57Q: 3 clusters Score -1040067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1040074.062500 Penalty: 4433.316406
	Iteration 58Q: 3 clusters Score -1040074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1040079.312500 Penalty: 4433.316406
	Iteration 59Q: 3 clusters Score -1040079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1040085.125000 Penalty: 4433.316406
	Iteration 60F: 3 clusters Score -1040085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1040089.812500 Penalty: 4433.316406
	Iteration 61Q: 3 clusters Score -1040090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1040093.687500 Penalty: 4433.316406
	Iteration 62Q: 3 clusters Score -1040094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1040094.625000 Penalty: 4433.316406
	Iteration 63Q: 3 clusters Score -1040095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1040098.375000 Penalty: 4433.316406
	Iteration 64Q: 3 clusters Score -1040098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1040100.625000 Penalty: 4433.316406
	Iteration 65Q: 3 clusters Score -1040101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1040101.312500 Penalty: 4433.316406
	Iteration 66Q: 3 clusters Score -1040101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1040102.062500 Penalty: 4433.316406
	Iteration 67Q: 3 clusters Score -1040102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1040102.500000 Penalty: 4433.316406
	Iteration 68Q: 3 clusters Score -1040102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1040101.812500 Penalty: 4433.316406
	Iteration 69Q: 3 clusters Score -1040102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1040102.250000 Penalty: 4433.316406
	Iteration 70Q: 3 clusters Score -1040102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1040102.125000 Penalty: 4433.316406
	Iteration 71Q: 3 clusters Score -1040102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1040101.187500 Penalty: 4433.316406
	Iteration 72Q: 3 clusters Score -1040101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1040101.187500 Penalty: 4433.316406
	Iteration 73F: 3 clusters Score -1040101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -161760.390625 Penalty: 1766.070679
	Iteration 0F: 2 clusters Score -161760.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -159647.718750 Penalty: 3532.141357
	Iteration 0F: 3 clusters Score -159647.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -160100.953125 Penalty: 3532.141357
	Iteration 1F: 3 clusters Score -160101 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -160340.343750 Penalty: 3532.141357
	Iteration 2F: 3 clusters Score -160340.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -160594.640625 Penalty: 3532.141357
	Iteration 3F: 3 clusters Score -160594.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -160802.640625 Penalty: 3532.141357
	Iteration 4F: 3 clusters Score -160802.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -160910.781250 Penalty: 3532.141357
	Iteration 5Q: 3 clusters Score -160910.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -161004.515625 Penalty: 3532.141357
	Iteration 6Q: 3 clusters Score -161004.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -161062.296875 Penalty: 3532.141357
	Iteration 7Q: 3 clusters Score -161062.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -161102.359375 Penalty: 3532.141357
	Iteration 8Q: 3 clusters Score -161102.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -161134.968750 Penalty: 3532.141357
	Iteration 9Q: 3 clusters Score -161135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -161146.328125 Penalty: 3532.141357
	Iteration 10Q: 3 clusters Score -161146.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -161151.843750 Penalty: 3532.141357
	Iteration 11Q: 3 clusters Score -161151.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -161156.734375 Penalty: 3532.141357
	Iteration 12Q: 3 clusters Score -161156.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -161159.937500 Penalty: 3532.141357
	Iteration 13Q: 3 clusters Score -161159.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -161168.265625 Penalty: 3532.141357
	Iteration 14Q: 3 clusters Score -161168.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -161173.109375 Penalty: 3532.141357
	Iteration 15Q: 3 clusters Score -161173.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -161179.062500 Penalty: 3532.141357
	Iteration 16Q: 3 clusters Score -161179.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -161182.453125 Penalty: 3532.141357
	Iteration 17Q: 3 clusters Score -161182.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -161187.453125 Penalty: 3532.141357
	Iteration 18Q: 3 clusters Score -161187.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -161193.984375 Penalty: 3532.141357
	Iteration 19Q: 3 clusters Score -161194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -161195.109375 Penalty: 3532.141357
	Iteration 20F: 3 clusters Score -161195.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -387374.156250 Penalty: 1975.713501
	Iteration 0F: 2 clusters Score -387374.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -384173.968750 Penalty: 3951.427002
	Iteration 0F: 3 clusters Score -384174 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -384804.031250 Penalty: 3951.427002
	Iteration 1F: 3 clusters Score -384804 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -384976.250000 Penalty: 3951.427002
	Iteration 2F: 3 clusters Score -384976.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -385080.406250 Penalty: 3951.427002
	Iteration 3F: 3 clusters Score -385080.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -385143.187500 Penalty: 3951.427002
	Iteration 4Q: 3 clusters Score -385143.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -385186.625000 Penalty: 3951.427002
	Iteration 5Q: 3 clusters Score -385186.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -385228.250000 Penalty: 3951.427002
	Iteration 6Q: 3 clusters Score -385228.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -385260.593750 Penalty: 3951.427002
	Iteration 7Q: 3 clusters Score -385260.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -385283.562500 Penalty: 3951.427002
	Iteration 8Q: 3 clusters Score -385283.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -385302.906250 Penalty: 3951.427002
	Iteration 9Q: 3 clusters Score -385302.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -385326.375000 Penalty: 3951.427002
	Iteration 10Q: 3 clusters Score -385326.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -385347.843750 Penalty: 3951.427002
	Iteration 11Q: 3 clusters Score -385347.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -385368.656250 Penalty: 3951.427002
	Iteration 12Q: 3 clusters Score -385368.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -385383.656250 Penalty: 3951.427002
	Iteration 13Q: 3 clusters Score -385383.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -385408.281250 Penalty: 3951.427002
	Iteration 14Q: 3 clusters Score -385408.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -385428.750000 Penalty: 3951.427002
	Iteration 15Q: 3 clusters Score -385428.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -385454.343750 Penalty: 3951.427002
	Iteration 16Q: 3 clusters Score -385454.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -385488.875000 Penalty: 3951.427002
	Iteration 17Q: 3 clusters Score -385488.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -385514.250000 Penalty: 3951.427002
	Iteration 18Q: 3 clusters Score -385514.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -385537.906250 Penalty: 3951.427002
	Iteration 19Q: 3 clusters Score -385537.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -385558.812500 Penalty: 3951.427002
	Iteration 20F: 3 clusters Score -385558.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -385573.250000 Penalty: 3951.427002
	Iteration 21Q: 3 clusters Score -385573.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -385589.218750 Penalty: 3951.427002
	Iteration 22Q: 3 clusters Score -385589.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -385601.156250 Penalty: 3951.427002
	Iteration 23Q: 3 clusters Score -385601.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -385606.500000 Penalty: 3951.427002
	Iteration 24Q: 3 clusters Score -385606.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -385611.156250 Penalty: 3951.427002
	Iteration 25Q: 3 clusters Score -385611.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -385614.906250 Penalty: 3951.427002
	Iteration 26Q: 3 clusters Score -385614.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -385619.062500 Penalty: 3951.427002
	Iteration 27Q: 3 clusters Score -385619.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -385625.625000 Penalty: 3951.427002
	Iteration 28Q: 3 clusters Score -385625.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -385628.562500 Penalty: 3951.427002
	Iteration 29Q: 3 clusters Score -385628.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -385629.968750 Penalty: 3951.427002
	Iteration 30Q: 3 clusters Score -385630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -385631.187500 Penalty: 3951.427002
	Iteration 31Q: 3 clusters Score -385631.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -385632.718750 Penalty: 3951.427002
	Iteration 32Q: 3 clusters Score -385632.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -385633.562500 Penalty: 3951.427002
	Iteration 33Q: 3 clusters Score -385633.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -385633.562500 Penalty: 3951.427002
	Iteration 34F: 3 clusters Score -385633.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -71787.156250 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -71787.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70252.617188 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -70252.62 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70473.320312 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -70473.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -70561.726562 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -70561.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -70653.351562 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -70653.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -70729.531250 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -70729.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -70827.468750 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -70827.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -70922.570312 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -70922.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -71009.828125 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -71009.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -71149.390625 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -71149.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -71297.179688 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -71297.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71416.695312 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -71416.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -71504.484375 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -71504.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -71518.843750 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -71518.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -71522.453125 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -71522.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -71525.539062 Penalty: 3151.767578
	Iteration 14Q: 3 clusters Score -71525.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -71529.578125 Penalty: 3151.767578
	Iteration 15F: 3 clusters Score -71529.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -71551.148438 Penalty: 3151.767578
	Iteration 16Q: 3 clusters Score -71551.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -71551.148438 Penalty: 3151.767578
	Iteration 17F: 3 clusters Score -71551.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -26698.179688 Penalty: 1326.082642
	Iteration 0F: 2 clusters Score -26698.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -25543.250000 Penalty: 2652.165283
	Iteration 0F: 3 clusters Score -25543.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25599.738281 Penalty: 2652.165283
	Iteration 1F: 3 clusters Score -25599.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25619.982422 Penalty: 2652.165283
	Iteration 2Q: 3 clusters Score -25619.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25636.478516 Penalty: 2652.165283
	Iteration 3Q: 3 clusters Score -25636.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25640.300781 Penalty: 2652.165283
	Iteration 4Q: 3 clusters Score -25640.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25640.300781 Penalty: 2652.165283
	Iteration 5F: 3 clusters Score -25640.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Entering Unmasked Estep 
Score: -2083183.250000 Penalty: 2389.565918
	Iteration 0F: 2 clusters Score -2083183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2072099.500000 Penalty: 4779.131836
	Iteration 0F: 3 clusters Score -2072100 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2075691.500000 Penalty: 4779.131836
	Iteration 1F: 3 clusters Score -2075692 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2076203.000000 Penalty: 4779.131836
	Iteration 2F: 3 clusters Score -2076203 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2076734.000000 Penalty: 4779.131836
	Iteration 3F: 3 clusters Score -2076734 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2077271.125000 Penalty: 4779.131836
	Iteration 4F: 3 clusters Score -2077271 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2077814.750000 Penalty: 4779.131836
	Iteration 5F: 3 clusters Score -2077815 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2078379.875000 Penalty: 4779.131836
	Iteration 6F: 3 clusters Score -2078380 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2078917.375000 Penalty: 4779.131836
	Iteration 7F: 3 clusters Score -2078917 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2079397.875000 Penalty: 4779.131836
	Iteration 8Q: 3 clusters Score -2079398 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2079808.000000 Penalty: 4779.131836
	Iteration 9Q: 3 clusters Score -2079808 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2080129.125000 Penalty: 4779.131836
	Iteration 10Q: 3 clusters Score -2080129 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2080333.875000 Penalty: 4779.131836
	Iteration 11Q: 3 clusters Score -2080334 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2080515.375000 Penalty: 4779.131836
	Iteration 12Q: 3 clusters Score -2080515 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2080656.375000 Penalty: 4779.131836
	Iteration 13Q: 3 clusters Score -2080656 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2080769.500000 Penalty: 4779.131836
	Iteration 14Q: 3 clusters Score -2080770 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2080856.000000 Penalty: 4779.131836
	Iteration 15Q: 3 clusters Score -2080856 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2080918.250000 Penalty: 4779.131836
	Iteration 16Q: 3 clusters Score -2080918 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2080965.125000 Penalty: 4779.131836
	Iteration 17Q: 3 clusters Score -2080965 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2081003.375000 Penalty: 4779.131836
	Iteration 18Q: 3 clusters Score -2081003 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2081046.625000 Penalty: 4779.131836
	Iteration 19Q: 3 clusters Score -2081047 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2081079.500000 Penalty: 4779.131836
	Iteration 20F: 3 clusters Score -2081080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2081103.750000 Penalty: 4779.131836
	Iteration 21Q: 3 clusters Score -2081104 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2081121.375000 Penalty: 4779.131836
	Iteration 22Q: 3 clusters Score -2081121 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2081143.250000 Penalty: 4779.131836
	Iteration 23Q: 3 clusters Score -2081143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2081155.125000 Penalty: 4779.131836
	Iteration 24Q: 3 clusters Score -2081155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2081171.000000 Penalty: 4779.131836
	Iteration 25Q: 3 clusters Score -2081171 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2081191.875000 Penalty: 4779.131836
	Iteration 26Q: 3 clusters Score -2081192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2081207.875000 Penalty: 4779.131836
	Iteration 27Q: 3 clusters Score -2081208 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2081234.250000 Penalty: 4779.131836
	Iteration 28Q: 3 clusters Score -2081234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2081266.000000 Penalty: 4779.131836
	Iteration 29Q: 3 clusters Score -2081266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2081291.875000 Penalty: 4779.131836
	Iteration 30Q: 3 clusters Score -2081292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2081303.000000 Penalty: 4779.131836
	Iteration 31Q: 3 clusters Score -2081303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2081315.125000 Penalty: 4779.131836
	Iteration 32Q: 3 clusters Score -2081315 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2081330.625000 Penalty: 4779.131836
	Iteration 33Q: 3 clusters Score -2081331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2081341.750000 Penalty: 4779.131836
	Iteration 34Q: 3 clusters Score -2081342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2081347.250000 Penalty: 4779.131836
	Iteration 35Q: 3 clusters Score -2081347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2081354.250000 Penalty: 4779.131836
	Iteration 36Q: 3 clusters Score -2081354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2081361.625000 Penalty: 4779.131836
	Iteration 37Q: 3 clusters Score -2081362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2081368.625000 Penalty: 4779.131836
	Iteration 38Q: 3 clusters Score -2081369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2081375.500000 Penalty: 4779.131836
	Iteration 39Q: 3 clusters Score -2081376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2081387.750000 Penalty: 4779.131836
	Iteration 40F: 3 clusters Score -2081388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2081386.875000 Penalty: 4779.131836
	Iteration 41Q: 3 clusters Score -2081387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2081388.750000 Penalty: 4779.131836
	Iteration 42Q: 3 clusters Score -2081389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2081396.250000 Penalty: 4779.131836
	Iteration 43Q: 3 clusters Score -2081396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2081396.750000 Penalty: 4779.131836
	Iteration 44Q: 3 clusters Score -2081397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2081400.375000 Penalty: 4779.131836
	Iteration 45Q: 3 clusters Score -2081400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2081403.375000 Penalty: 4779.131836
	Iteration 46Q: 3 clusters Score -2081403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2081402.000000 Penalty: 4779.131836
	Iteration 47Q: 3 clusters Score -2081402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2081403.250000 Penalty: 4779.131836
	Iteration 48Q: 3 clusters Score -2081403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2081402.625000 Penalty: 4779.131836
	Iteration 49Q: 3 clusters Score -2081403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2081406.250000 Penalty: 4779.131836
	Iteration 50Q: 3 clusters Score -2081406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2081406.125000 Penalty: 4779.131836
	Iteration 51Q: 3 clusters Score -2081406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2081405.750000 Penalty: 4779.131836
	Iteration 52Q: 3 clusters Score -2081406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2081411.500000 Penalty: 4779.131836
	Iteration 53Q: 3 clusters Score -2081412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2081414.250000 Penalty: 4779.131836
	Iteration 54Q: 3 clusters Score -2081414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2081421.750000 Penalty: 4779.131836
	Iteration 55Q: 3 clusters Score -2081422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2081419.750000 Penalty: 4779.131836
	Iteration 56Q: 3 clusters Score -2081420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2081427.000000 Penalty: 4779.131836
	Iteration 57Q: 3 clusters Score -2081427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2081433.875000 Penalty: 4779.131836
	Iteration 58Q: 3 clusters Score -2081434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2081440.250000 Penalty: 4779.131836
	Iteration 59Q: 3 clusters Score -2081440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2081441.375000 Penalty: 4779.131836
	Iteration 60F: 3 clusters Score -2081441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2081442.250000 Penalty: 4779.131836
	Iteration 61Q: 3 clusters Score -2081442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2081442.000000 Penalty: 4779.131836
	Iteration 62Q: 3 clusters Score -2081442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2081442.750000 Penalty: 4779.131836
	Iteration 63Q: 3 clusters Score -2081443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2081442.750000 Penalty: 4779.131836
	Iteration 64F: 3 clusters Score -2081443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (42098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Entering Unmasked Estep 
Score: -5694510.000000 Penalty: 2640.643311
	Iteration 0F: 2 clusters Score -5694510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -5665966.000000 Penalty: 5281.286621
	Iteration 0F: 3 clusters Score -5665966 nChanged 19334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -5676664.000000 Penalty: 5281.286621
	Iteration 1F: 3 clusters Score -5676664 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -5677121.500000 Penalty: 5281.286621
	Iteration 2Q: 3 clusters Score -5677122 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -5677527.000000 Penalty: 5281.286621
	Iteration 3Q: 3 clusters Score -5677527 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -5678026.000000 Penalty: 5281.286621
	Iteration 4Q: 3 clusters Score -5678026 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -5678574.000000 Penalty: 5281.286621
	Iteration 5Q: 3 clusters Score -5678574 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -5679242.000000 Penalty: 5281.286621
	Iteration 6Q: 3 clusters Score -5679242 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -5680152.500000 Penalty: 5281.286621
	Iteration 7Q: 3 clusters Score -5680152 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -5681258.000000 Penalty: 5281.286621
	Iteration 8F: 3 clusters Score -5681258 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -5682525.000000 Penalty: 5281.286621
	Iteration 9F: 3 clusters Score -5682525 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -5683830.500000 Penalty: 5281.286621
	Iteration 10F: 3 clusters Score -5683830 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -5685144.500000 Penalty: 5281.286621
	Iteration 11F: 3 clusters Score -5685144 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -5686328.500000 Penalty: 5281.286621
	Iteration 12Q: 3 clusters Score -5686328 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -5687433.000000 Penalty: 5281.286621
	Iteration 13Q: 3 clusters Score -5687433 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -5688698.000000 Penalty: 5281.286621
	Iteration 14Q: 3 clusters Score -5688698 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -5690050.500000 Penalty: 5281.286621
	Iteration 15Q: 3 clusters Score -5690050 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -5691141.500000 Penalty: 5281.286621
	Iteration 16Q: 3 clusters Score -5691142 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5691824.000000 Penalty: 5281.286621
	Iteration 17Q: 3 clusters Score -5691824 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5692149.500000 Penalty: 5281.286621
	Iteration 18Q: 3 clusters Score -5692150 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5692273.500000 Penalty: 5281.286621
	Iteration 19Q: 3 clusters Score -5692274 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5692349.000000 Penalty: 5281.286621
	Iteration 20F: 3 clusters Score -5692349 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5692411.000000 Penalty: 5281.286621
	Iteration 21Q: 3 clusters Score -5692411 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5692432.500000 Penalty: 5281.286621
	Iteration 22Q: 3 clusters Score -5692432 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5692461.500000 Penalty: 5281.286621
	Iteration 23Q: 3 clusters Score -5692462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5692464.500000 Penalty: 5281.286621
	Iteration 24Q: 3 clusters Score -5692464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5692485.000000 Penalty: 5281.286621
	Iteration 25Q: 3 clusters Score -5692485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5692489.000000 Penalty: 5281.286621
	Iteration 26Q: 3 clusters Score -5692489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5692501.000000 Penalty: 5281.286621
	Iteration 27Q: 3 clusters Score -5692501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5692504.000000 Penalty: 5281.286621
	Iteration 28Q: 3 clusters Score -5692504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5692511.500000 Penalty: 5281.286621
	Iteration 29Q: 3 clusters Score -5692512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5692516.000000 Penalty: 5281.286621
	Iteration 30Q: 3 clusters Score -5692516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5692511.500000 Penalty: 5281.286621
	Iteration 31Q: 3 clusters Score -5692512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5692514.000000 Penalty: 5281.286621
	Iteration 32Q: 3 clusters Score -5692514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5692511.500000 Penalty: 5281.286621
	Iteration 33Q: 3 clusters Score -5692512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5692511.500000 Penalty: 5281.286621
	Iteration 34F: 3 clusters Score -5692512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Entering Unmasked Estep 
Score: -773941.812500 Penalty: 2141.385986
	Iteration 0F: 2 clusters Score -773941.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -769046.687500 Penalty: 4282.771973
	Iteration 0F: 3 clusters Score -769046.7 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -770168.187500 Penalty: 4282.771973
	Iteration 1F: 3 clusters Score -770168.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -770370.375000 Penalty: 4282.771973
	Iteration 2F: 3 clusters Score -770370.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -770481.937500 Penalty: 4282.771973
	Iteration 3Q: 3 clusters Score -770481.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -770561.312500 Penalty: 4282.771973
	Iteration 4Q: 3 clusters Score -770561.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -770630.000000 Penalty: 4282.771973
	Iteration 5Q: 3 clusters Score -770630 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -770690.750000 Penalty: 4282.771973
	Iteration 6Q: 3 clusters Score -770690.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -770733.312500 Penalty: 4282.771973
	Iteration 7Q: 3 clusters Score -770733.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -770770.250000 Penalty: 4282.771973
	Iteration 8Q: 3 clusters Score -770770.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -770799.437500 Penalty: 4282.771973
	Iteration 9Q: 3 clusters Score -770799.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -770823.375000 Penalty: 4282.771973
	Iteration 10Q: 3 clusters Score -770823.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -770840.375000 Penalty: 4282.771973
	Iteration 11Q: 3 clusters Score -770840.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -770857.562500 Penalty: 4282.771973
	Iteration 12Q: 3 clusters Score -770857.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -770874.500000 Penalty: 4282.771973
	Iteration 13Q: 3 clusters Score -770874.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -770889.312500 Penalty: 4282.771973
	Iteration 14Q: 3 clusters Score -770889.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -770902.562500 Penalty: 4282.771973
	Iteration 15Q: 3 clusters Score -770902.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -770917.375000 Penalty: 4282.771973
	Iteration 16Q: 3 clusters Score -770917.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -770933.375000 Penalty: 4282.771973
	Iteration 17Q: 3 clusters Score -770933.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -770948.500000 Penalty: 4282.771973
	Iteration 18Q: 3 clusters Score -770948.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -770970.625000 Penalty: 4282.771973
	Iteration 19Q: 3 clusters Score -770970.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -770990.375000 Penalty: 4282.771973
	Iteration 20F: 3 clusters Score -770990.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -771009.875000 Penalty: 4282.771973
	Iteration 21Q: 3 clusters Score -771009.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -771025.562500 Penalty: 4282.771973
	Iteration 22Q: 3 clusters Score -771025.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -771040.750000 Penalty: 4282.771973
	Iteration 23Q: 3 clusters Score -771040.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -771052.500000 Penalty: 4282.771973
	Iteration 24Q: 3 clusters Score -771052.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -771062.812500 Penalty: 4282.771973
	Iteration 25Q: 3 clusters Score -771062.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -771071.437500 Penalty: 4282.771973
	Iteration 26Q: 3 clusters Score -771071.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -771079.500000 Penalty: 4282.771973
	Iteration 27Q: 3 clusters Score -771079.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -771087.125000 Penalty: 4282.771973
	Iteration 28Q: 3 clusters Score -771087.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -771094.875000 Penalty: 4282.771973
	Iteration 29Q: 3 clusters Score -771094.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -771104.750000 Penalty: 4282.771973
	Iteration 30Q: 3 clusters Score -771104.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -771117.437500 Penalty: 4282.771973
	Iteration 31Q: 3 clusters Score -771117.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -771124.437500 Penalty: 4282.771973
	Iteration 32Q: 3 clusters Score -771124.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -771134.750000 Penalty: 4282.771973
	Iteration 33Q: 3 clusters Score -771134.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -771146.375000 Penalty: 4282.771973
	Iteration 34Q: 3 clusters Score -771146.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -771156.062500 Penalty: 4282.771973
	Iteration 35Q: 3 clusters Score -771156.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -771166.000000 Penalty: 4282.771973
	Iteration 36Q: 3 clusters Score -771166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -771176.000000 Penalty: 4282.771973
	Iteration 37Q: 3 clusters Score -771176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -771181.687500 Penalty: 4282.771973
	Iteration 38Q: 3 clusters Score -771181.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -771188.437500 Penalty: 4282.771973
	Iteration 39Q: 3 clusters Score -771188.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -771191.625000 Penalty: 4282.771973
	Iteration 40F: 3 clusters Score -771191.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -771197.937500 Penalty: 4282.771973
	Iteration 41Q: 3 clusters Score -771197.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -771201.562500 Penalty: 4282.771973
	Iteration 42Q: 3 clusters Score -771201.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -771203.812500 Penalty: 4282.771973
	Iteration 43Q: 3 clusters Score -771203.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -771206.375000 Penalty: 4282.771973
	Iteration 44Q: 3 clusters Score -771206.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -771207.562500 Penalty: 4282.771973
	Iteration 45Q: 3 clusters Score -771207.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -771209.937500 Penalty: 4282.771973
	Iteration 46Q: 3 clusters Score -771209.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -771211.812500 Penalty: 4282.771973
	Iteration 47Q: 3 clusters Score -771211.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -771213.437500 Penalty: 4282.771973
	Iteration 48Q: 3 clusters Score -771213.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -771213.312500 Penalty: 4282.771973
	Iteration 49Q: 3 clusters Score -771213.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -771213.375000 Penalty: 4282.771973
	Iteration 50Q: 3 clusters Score -771213.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -771215.375000 Penalty: 4282.771973
	Iteration 51Q: 3 clusters Score -771215.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -771214.437500 Penalty: 4282.771973
	Iteration 52Q: 3 clusters Score -771214.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -771216.375000 Penalty: 4282.771973
	Iteration 53Q: 3 clusters Score -771216.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -771218.437500 Penalty: 4282.771973
	Iteration 54Q: 3 clusters Score -771218.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -771221.437500 Penalty: 4282.771973
	Iteration 55Q: 3 clusters Score -771221.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -771225.500000 Penalty: 4282.771973
	Iteration 56Q: 3 clusters Score -771225.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -771226.375000 Penalty: 4282.771973
	Iteration 57Q: 3 clusters Score -771226.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -771231.375000 Penalty: 4282.771973
	Iteration 58Q: 3 clusters Score -771231.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -771234.187500 Penalty: 4282.771973
	Iteration 59Q: 3 clusters Score -771234.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -771240.812500 Penalty: 4282.771973
	Iteration 60F: 3 clusters Score -771240.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -771249.062500 Penalty: 4282.771973
	Iteration 61Q: 3 clusters Score -771249.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -771254.000000 Penalty: 4282.771973
	Iteration 62Q: 3 clusters Score -771254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -771264.937500 Penalty: 4282.771973
	Iteration 63Q: 3 clusters Score -771264.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -771273.625000 Penalty: 4282.771973
	Iteration 64Q: 3 clusters Score -771273.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -771284.000000 Penalty: 4282.771973
	Iteration 65Q: 3 clusters Score -771284 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -771298.500000 Penalty: 4282.771973
	Iteration 66Q: 3 clusters Score -771298.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -771315.000000 Penalty: 4282.771973
	Iteration 67Q: 3 clusters Score -771315 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -771337.312500 Penalty: 4282.771973
	Iteration 68Q: 3 clusters Score -771337.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -771360.750000 Penalty: 4282.771973
	Iteration 69Q: 3 clusters Score -771360.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -771385.750000 Penalty: 4282.771973
	Iteration 70Q: 3 clusters Score -771385.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -771410.812500 Penalty: 4282.771973
	Iteration 71Q: 3 clusters Score -771410.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -771444.125000 Penalty: 4282.771973
	Iteration 72Q: 3 clusters Score -771444.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -771473.562500 Penalty: 4282.771973
	Iteration 73Q: 3 clusters Score -771473.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -771507.562500 Penalty: 4282.771973
	Iteration 74Q: 3 clusters Score -771507.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -771534.625000 Penalty: 4282.771973
	Iteration 75Q: 3 clusters Score -771534.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -771561.875000 Penalty: 4282.771973
	Iteration 76Q: 3 clusters Score -771561.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -771596.625000 Penalty: 4282.771973
	Iteration 77Q: 3 clusters Score -771596.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -771630.125000 Penalty: 4282.771973
	Iteration 78Q: 3 clusters Score -771630.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -771660.625000 Penalty: 4282.771973
	Iteration 79Q: 3 clusters Score -771660.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -771690.750000 Penalty: 4282.771973
	Iteration 80F: 3 clusters Score -771690.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -771728.375000 Penalty: 4282.771973
	Iteration 81Q: 3 clusters Score -771728.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -771759.312500 Penalty: 4282.771973
	Iteration 82Q: 3 clusters Score -771759.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -771789.187500 Penalty: 4282.771973
	Iteration 83Q: 3 clusters Score -771789.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -771813.875000 Penalty: 4282.771973
	Iteration 84Q: 3 clusters Score -771813.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -771838.187500 Penalty: 4282.771973
	Iteration 85Q: 3 clusters Score -771838.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -771862.937500 Penalty: 4282.771973
	Iteration 86Q: 3 clusters Score -771862.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -771893.312500 Penalty: 4282.771973
	Iteration 87Q: 3 clusters Score -771893.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -771917.750000 Penalty: 4282.771973
	Iteration 88Q: 3 clusters Score -771917.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -771943.812500 Penalty: 4282.771973
	Iteration 89Q: 3 clusters Score -771943.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -771966.500000 Penalty: 4282.771973
	Iteration 90Q: 3 clusters Score -771966.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -771979.750000 Penalty: 4282.771973
	Iteration 91Q: 3 clusters Score -771979.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -771983.875000 Penalty: 4282.771973
	Iteration 92Q: 3 clusters Score -771983.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -771991.875000 Penalty: 4282.771973
	Iteration 93Q: 3 clusters Score -771991.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -771997.500000 Penalty: 4282.771973
	Iteration 94Q: 3 clusters Score -771997.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -772000.437500 Penalty: 4282.771973
	Iteration 95Q: 3 clusters Score -772000.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -772007.000000 Penalty: 4282.771973
	Iteration 96Q: 3 clusters Score -772007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -772013.187500 Penalty: 4282.771973
	Iteration 97Q: 3 clusters Score -772013.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -772019.062500 Penalty: 4282.771973
	Iteration 98Q: 3 clusters Score -772019.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -772023.312500 Penalty: 4282.771973
	Iteration 99Q: 3 clusters Score -772023.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -772025.875000 Penalty: 4282.771973
	Iteration 100F: 3 clusters Score -772025.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -772031.312500 Penalty: 4282.771973
	Iteration 101Q: 3 clusters Score -772031.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -772032.937500 Penalty: 4282.771973
	Iteration 102Q: 3 clusters Score -772032.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -772037.000000 Penalty: 4282.771973
	Iteration 103Q: 3 clusters Score -772037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -772046.812500 Penalty: 4282.771973
	Iteration 104Q: 3 clusters Score -772046.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -772050.812500 Penalty: 4282.771973
	Iteration 105Q: 3 clusters Score -772050.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -772055.125000 Penalty: 4282.771973
	Iteration 106Q: 3 clusters Score -772055.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -772055.812500 Penalty: 4282.771973
	Iteration 107Q: 3 clusters Score -772055.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -772055.500000 Penalty: 4282.771973
	Iteration 108Q: 3 clusters Score -772055.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -772055.625000 Penalty: 4282.771973
	Iteration 109Q: 3 clusters Score -772055.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -772061.937500 Penalty: 4282.771973
	Iteration 110Q: 3 clusters Score -772061.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -772063.875000 Penalty: 4282.771973
	Iteration 111Q: 3 clusters Score -772063.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -772064.187500 Penalty: 4282.771973
	Iteration 112Q: 3 clusters Score -772064.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -772066.250000 Penalty: 4282.771973
	Iteration 113Q: 3 clusters Score -772066.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -772068.812500 Penalty: 4282.771973
	Iteration 114Q: 3 clusters Score -772068.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -772070.375000 Penalty: 4282.771973
	Iteration 115Q: 3 clusters Score -772070.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -772070.375000 Penalty: 4282.771973
	Iteration 116F: 3 clusters Score -772070.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Entering Unmasked Estep 
Score: -838407.375000 Penalty: 2168.356201
	Iteration 0F: 2 clusters Score -838407.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -833053.125000 Penalty: 4336.712402
	Iteration 0F: 3 clusters Score -833053.1 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -834471.687500 Penalty: 4336.712402
	Iteration 1F: 3 clusters Score -834471.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -834758.812500 Penalty: 4336.712402
	Iteration 2F: 3 clusters Score -834758.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -834993.625000 Penalty: 4336.712402
	Iteration 3F: 3 clusters Score -834993.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -835219.375000 Penalty: 4336.712402
	Iteration 4F: 3 clusters Score -835219.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -835440.750000 Penalty: 4336.712402
	Iteration 5Q: 3 clusters Score -835440.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -835650.500000 Penalty: 4336.712402
	Iteration 6Q: 3 clusters Score -835650.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -835874.687500 Penalty: 4336.712402
	Iteration 7Q: 3 clusters Score -835874.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -836094.375000 Penalty: 4336.712402
	Iteration 8Q: 3 clusters Score -836094.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -836330.937500 Penalty: 4336.712402
	Iteration 9Q: 3 clusters Score -836330.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -836511.562500 Penalty: 4336.712402
	Iteration 10Q: 3 clusters Score -836511.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -836675.187500 Penalty: 4336.712402
	Iteration 11Q: 3 clusters Score -836675.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -836821.500000 Penalty: 4336.712402
	Iteration 12Q: 3 clusters Score -836821.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -836952.250000 Penalty: 4336.712402
	Iteration 13Q: 3 clusters Score -836952.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -837064.500000 Penalty: 4336.712402
	Iteration 14Q: 3 clusters Score -837064.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -837142.562500 Penalty: 4336.712402
	Iteration 15Q: 3 clusters Score -837142.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -837201.375000 Penalty: 4336.712402
	Iteration 16Q: 3 clusters Score -837201.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -837234.312500 Penalty: 4336.712402
	Iteration 17Q: 3 clusters Score -837234.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -837263.812500 Penalty: 4336.712402
	Iteration 18Q: 3 clusters Score -837263.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -837293.625000 Penalty: 4336.712402
	Iteration 19Q: 3 clusters Score -837293.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -837329.812500 Penalty: 4336.712402
	Iteration 20F: 3 clusters Score -837329.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -837364.750000 Penalty: 4336.712402
	Iteration 21Q: 3 clusters Score -837364.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -837406.500000 Penalty: 4336.712402
	Iteration 22Q: 3 clusters Score -837406.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -837435.500000 Penalty: 4336.712402
	Iteration 23Q: 3 clusters Score -837435.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -837451.250000 Penalty: 4336.712402
	Iteration 24Q: 3 clusters Score -837451.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -837469.125000 Penalty: 4336.712402
	Iteration 25Q: 3 clusters Score -837469.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -837481.562500 Penalty: 4336.712402
	Iteration 26Q: 3 clusters Score -837481.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -837494.250000 Penalty: 4336.712402
	Iteration 27Q: 3 clusters Score -837494.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -837505.750000 Penalty: 4336.712402
	Iteration 28Q: 3 clusters Score -837505.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -837517.312500 Penalty: 4336.712402
	Iteration 29Q: 3 clusters Score -837517.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -837525.250000 Penalty: 4336.712402
	Iteration 30Q: 3 clusters Score -837525.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -837532.062500 Penalty: 4336.712402
	Iteration 31Q: 3 clusters Score -837532.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -837537.187500 Penalty: 4336.712402
	Iteration 32Q: 3 clusters Score -837537.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -837540.875000 Penalty: 4336.712402
	Iteration 33Q: 3 clusters Score -837540.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -837539.375000 Penalty: 4336.712402
	Iteration 34Q: 3 clusters Score -837539.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -837539.375000 Penalty: 4336.712402
	Iteration 35F: 3 clusters Score -837539.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129667 members 
Mstep: Class 3 contains 45227 members 
Mstep: Class 4 contains 8996 members 
Mstep: Class 5 contains 188109 members 
Mstep: Class 6 contains 127860 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28037 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6889 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55855 members 
Mstep: Class 13 contains 17543 members 
Mstep: Class 14 contains 12551 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35627 members 
Mstep: Class 17 contains 9230 members 
Mstep: Class 18 contains 27176 members 
Mstep: Class 19 contains 138233 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43250 members 
Mstep: Class 22 contains 71817 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7617 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2883 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15296 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5623 members 
Mstep: Class 33 contains 6269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935872.000000 Penalty: 113492.750000
Iteration 159Q: 34 clusters Score -1.429359e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129693 members 
Mstep: Class 3 contains 45231 members 
Mstep: Class 4 contains 8992 members 
Mstep: Class 5 contains 188061 members 
Mstep: Class 6 contains 127861 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28040 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 10 contains 6890 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55843 members 
Mstep: Class 13 contains 17541 members 
Mstep: Class 14 contains 12551 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35623 members 
Mstep: Class 17 contains 9232 members 
Mstep: Class 18 contains 27175 members 
Mstep: Class 19 contains 138240 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43242 members 
Mstep: Class 22 contains 71848 members 
Mstep: Class 23 contains 5630 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7617 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2886 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15295 members 
Mstep: Class 31 contains 42096 members 
Mstep: Class 32 contains 5625 members 
Mstep: Class 33 contains 6269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935728.000000 Penalty: 113492.750000
Iteration 160F: 34 clusters Score -1.429357e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129706 members 
Mstep: Class 3 contains 45235 members 
Mstep: Class 4 contains 8992 members 
Mstep: Class 5 contains 188011 members 
Mstep: Class 6 contains 127870 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28041 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 6891 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55831 members 
Mstep: Class 13 contains 17539 members 
Mstep: Class 14 contains 12553 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35622 members 
Mstep: Class 17 contains 9232 members 
Mstep: Class 18 contains 27174 members 
Mstep: Class 19 contains 138250 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43238 members 
Mstep: Class 22 contains 71877 members 
Mstep: Class 23 contains 5630 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7617 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15297 members 
Mstep: Class 31 contains 42093 members 
Mstep: Class 32 contains 5626 members 
Mstep: Class 33 contains 6268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935744.000000 Penalty: 113492.750000
Iteration 161Q: 34 clusters Score -1.429357e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129726 members 
Mstep: Class 3 contains 45240 members 
Mstep: Class 4 contains 8986 members 
Mstep: Class 5 contains 187966 members 
Mstep: Class 6 contains 127872 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28041 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 6891 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55817 members 
Mstep: Class 13 contains 17537 members 
Mstep: Class 14 contains 12556 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35617 members 
Mstep: Class 17 contains 9232 members 
Mstep: Class 18 contains 27172 members 
Mstep: Class 19 contains 138255 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43239 members 
Mstep: Class 22 contains 71909 members 
Mstep: Class 23 contains 5630 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7617 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2888 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15300 members 
Mstep: Class 31 contains 42095 members 
Mstep: Class 32 contains 5626 members 
Mstep: Class 33 contains 6268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935552.000000 Penalty: 113492.750000
Iteration 162Q: 34 clusters Score -1.429356e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 129754 members 
Mstep: Class 3 contains 45242 members 
Mstep: Class 4 contains 8982 members 
Mstep: Class 5 contains 187925 members 
Mstep: Class 6 contains 127868 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28042 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 6891 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55808 members 
Mstep: Class 13 contains 17536 members 
Mstep: Class 14 contains 12554 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35615 members 
Mstep: Class 17 contains 9233 members 
Mstep: Class 18 contains 27171 members 
Mstep: Class 19 contains 138258 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43236 members 
Mstep: Class 22 contains 71938 members 
Mstep: Class 23 contains 5630 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7617 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2888 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15301 members 
Mstep: Class 31 contains 42097 members 
Mstep: Class 32 contains 5626 members 
Mstep: Class 33 contains 6268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935520.000000 Penalty: 113492.750000
Iteration 163Q: 34 clusters Score -1.429355e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129787 members 
Mstep: Class 3 contains 45241 members 
Mstep: Class 4 contains 8977 members 
Mstep: Class 5 contains 187886 members 
Mstep: Class 6 contains 127865 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28041 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 6891 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55796 members 
Mstep: Class 13 contains 17534 members 
Mstep: Class 14 contains 12557 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35612 members 
Mstep: Class 17 contains 9234 members 
Mstep: Class 18 contains 27171 members 
Mstep: Class 19 contains 138264 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43234 members 
Mstep: Class 22 contains 71964 members 
Mstep: Class 23 contains 5631 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7619 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2888 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15300 members 
Mstep: Class 31 contains 42092 members 
Mstep: Class 32 contains 5626 members 
Mstep: Class 33 contains 6269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935488.000000 Penalty: 113492.750000
Iteration 164Q: 34 clusters Score -1.429355e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129813 members 
Mstep: Class 3 contains 45244 members 
Mstep: Class 4 contains 8973 members 
Mstep: Class 5 contains 187844 members 
Mstep: Class 6 contains 127870 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28042 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 6891 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55781 members 
Mstep: Class 13 contains 17533 members 
Mstep: Class 14 contains 12554 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35607 members 
Mstep: Class 17 contains 9233 members 
Mstep: Class 18 contains 27171 members 
Mstep: Class 19 contains 138264 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43234 members 
Mstep: Class 22 contains 71997 members 
Mstep: Class 23 contains 5632 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7620 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2888 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15300 members 
Mstep: Class 31 contains 42093 members 
Mstep: Class 32 contains 5626 members 
Mstep: Class 33 contains 6269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935440.000000 Penalty: 113492.750000
Iteration 165Q: 34 clusters Score -1.429354e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129834 members 
Mstep: Class 3 contains 45244 members 
Mstep: Class 4 contains 8969 members 
Mstep: Class 5 contains 187817 members 
Mstep: Class 6 contains 127868 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28039 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 6891 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55777 members 
Mstep: Class 13 contains 17531 members 
Mstep: Class 14 contains 12554 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35603 members 
Mstep: Class 17 contains 9233 members 
Mstep: Class 18 contains 27172 members 
Mstep: Class 19 contains 138260 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43234 members 
Mstep: Class 22 contains 72023 members 
Mstep: Class 23 contains 5632 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7621 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2888 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15300 members 
Mstep: Class 31 contains 42094 members 
Mstep: Class 32 contains 5626 members 
Mstep: Class 33 contains 6269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935360.000000 Penalty: 113492.750000
Iteration 166Q: 34 clusters Score -1.429354e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129858 members 
Mstep: Class 3 contains 45245 members 
Mstep: Class 4 contains 8964 members 
Mstep: Class 5 contains 187782 members 
Mstep: Class 6 contains 127866 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28036 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 6891 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55769 members 
Mstep: Class 13 contains 17529 members 
Mstep: Class 14 contains 12554 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35603 members 
Mstep: Class 17 contains 9234 members 
Mstep: Class 18 contains 27173 members 
Mstep: Class 19 contains 138250 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43234 members 
Mstep: Class 22 contains 72058 members 
Mstep: Class 23 contains 5633 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7621 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2888 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15300 members 
Mstep: Class 31 contains 42096 members 
Mstep: Class 32 contains 5626 members 
Mstep: Class 33 contains 6269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935232.000000 Penalty: 113492.750000
Iteration 167Q: 34 clusters Score -1.429352e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129884 members 
Mstep: Class 3 contains 45248 members 
Mstep: Class 4 contains 8961 members 
Mstep: Class 5 contains 187745 members 
Mstep: Class 6 contains 127865 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28035 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 10 contains 6891 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55768 members 
Mstep: Class 13 contains 17523 members 
Mstep: Class 14 contains 12552 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35605 members 
Mstep: Class 17 contains 9234 members 
Mstep: Class 18 contains 27176 members 
Mstep: Class 19 contains 138242 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43234 members 
Mstep: Class 22 contains 72083 members 
Mstep: Class 23 contains 5635 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7620 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2888 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15300 members 
Mstep: Class 31 contains 42096 members 
Mstep: Class 32 contains 5626 members 
Mstep: Class 33 contains 6269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935296.000000 Penalty: 113492.750000
Iteration 168Q: 34 clusters Score -1.429353e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129907 members 
Mstep: Class 3 contains 45251 members 
Mstep: Class 4 contains 8957 members 
Mstep: Class 5 contains 187723 members 
Mstep: Class 6 contains 127859 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28035 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6891 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55766 members 
Mstep: Class 13 contains 17520 members 
Mstep: Class 14 contains 12552 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35606 members 
Mstep: Class 17 contains 9235 members 
Mstep: Class 18 contains 27178 members 
Mstep: Class 19 contains 138231 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43233 members 
Mstep: Class 22 contains 72104 members 
Mstep: Class 23 contains 5636 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7620 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2888 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15300 members 
Mstep: Class 31 contains 42094 members 
Mstep: Class 32 contains 5626 members 
Mstep: Class 33 contains 6269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935424.000000 Penalty: 113492.750000
Iteration 169Q: 34 clusters Score -1.429354e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129915 members 
Mstep: Class 3 contains 45251 members 
Mstep: Class 4 contains 8954 members 
Mstep: Class 5 contains 187705 members 
Mstep: Class 6 contains 127857 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28032 members 
Mstep: Class 9 contains 2904 members 
Mstep: Class 10 contains 6892 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55767 members 
Mstep: Class 13 contains 17519 members 
Mstep: Class 14 contains 12548 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35608 members 
Mstep: Class 17 contains 9237 members 
Mstep: Class 18 contains 27178 members 
Mstep: Class 19 contains 138223 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43234 members 
Mstep: Class 22 contains 72130 members 
Mstep: Class 23 contains 5636 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7620 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2888 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15300 members 
Mstep: Class 31 contains 42093 members 
Mstep: Class 32 contains 5626 members 
Mstep: Class 33 contains 6269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935376.000000 Penalty: 113492.750000
Iteration 170Q: 34 clusters Score -1.429354e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129928 members 
Mstep: Class 3 contains 45255 members 
Mstep: Class 4 contains 8953 members 
Mstep: Class 5 contains 187668 members 
Mstep: Class 6 contains 127854 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28031 members 
Mstep: Class 9 contains 2903 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55768 members 
Mstep: Class 13 contains 17519 members 
Mstep: Class 14 contains 12550 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35607 members 
Mstep: Class 17 contains 9236 members 
Mstep: Class 18 contains 27180 members 
Mstep: Class 19 contains 138215 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43233 members 
Mstep: Class 22 contains 72154 members 
Mstep: Class 23 contains 5636 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7621 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2888 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15300 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5626 members 
Mstep: Class 33 contains 6269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935264.000000 Penalty: 113492.750000
Iteration 171Q: 34 clusters Score -1.429353e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 129937 members 
Mstep: Class 3 contains 45261 members 
Mstep: Class 4 contains 8952 members 
Mstep: Class 5 contains 187654 members 
Mstep: Class 6 contains 127845 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28032 members 
Mstep: Class 9 contains 2903 members 
Mstep: Class 10 contains 6893 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55759 members 
Mstep: Class 13 contains 17519 members 
Mstep: Class 14 contains 12552 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35604 members 
Mstep: Class 17 contains 9236 members 
Mstep: Class 18 contains 27181 members 
Mstep: Class 19 contains 138213 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43233 members 
Mstep: Class 22 contains 72170 members 
Mstep: Class 23 contains 5637 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7623 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2888 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15300 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5626 members 
Mstep: Class 33 contains 6269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935200.000000 Penalty: 113492.750000
Iteration 172Q: 34 clusters Score -1.429352e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129951 members 
Mstep: Class 3 contains 45263 members 
Mstep: Class 4 contains 8950 members 
Mstep: Class 5 contains 187629 members 
Mstep: Class 6 contains 127841 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28033 members 
Mstep: Class 9 contains 2903 members 
Mstep: Class 10 contains 6893 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55753 members 
Mstep: Class 13 contains 17518 members 
Mstep: Class 14 contains 12553 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35603 members 
Mstep: Class 17 contains 9236 members 
Mstep: Class 18 contains 27181 members 
Mstep: Class 19 contains 138213 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43232 members 
Mstep: Class 22 contains 72195 members 
Mstep: Class 23 contains 5637 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7624 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2888 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15300 members 
Mstep: Class 31 contains 42095 members 
Mstep: Class 32 contains 5626 members 
Mstep: Class 33 contains 6269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935152.000000 Penalty: 113492.750000
Iteration 173Q: 34 clusters Score -1.429352e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129959 members 
Mstep: Class 3 contains 45265 members 
Mstep: Class 4 contains 8946 members 
Mstep: Class 5 contains 187604 members 
Mstep: Class 6 contains 127835 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28027 members 
Mstep: Class 9 contains 2903 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55747 members 
Mstep: Class 13 contains 17519 members 
Mstep: Class 14 contains 12553 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35605 members 
Mstep: Class 17 contains 9236 members 
Mstep: Class 18 contains 27180 members 
Mstep: Class 19 contains 138216 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43230 members 
Mstep: Class 22 contains 72221 members 
Mstep: Class 23 contains 5639 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7625 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2888 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15300 members 
Mstep: Class 31 contains 42095 members 
Mstep: Class 32 contains 5627 members 
Mstep: Class 33 contains 6271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935184.000000 Penalty: 113492.750000
Iteration 174Q: 34 clusters Score -1.429352e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129960 members 
Mstep: Class 3 contains 45267 members 
Mstep: Class 4 contains 8945 members 
Mstep: Class 5 contains 187573 members 
Mstep: Class 6 contains 127832 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28027 members 
Mstep: Class 9 contains 2903 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55740 members 
Mstep: Class 13 contains 17518 members 
Mstep: Class 14 contains 12550 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35609 members 
Mstep: Class 17 contains 9238 members 
Mstep: Class 18 contains 27180 members 
Mstep: Class 19 contains 138215 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43229 members 
Mstep: Class 22 contains 72252 members 
Mstep: Class 23 contains 5639 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7625 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2888 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15301 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5628 members 
Mstep: Class 33 contains 6274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935136.000000 Penalty: 113492.750000
Iteration 175Q: 34 clusters Score -1.429351e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129960 members 
Mstep: Class 3 contains 45273 members 
Mstep: Class 4 contains 8944 members 
Mstep: Class 5 contains 187540 members 
Mstep: Class 6 contains 127834 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28025 members 
Mstep: Class 9 contains 2903 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55729 members 
Mstep: Class 13 contains 17519 members 
Mstep: Class 14 contains 12546 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35609 members 
Mstep: Class 17 contains 9242 members 
Mstep: Class 18 contains 27179 members 
Mstep: Class 19 contains 138210 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43227 members 
Mstep: Class 22 contains 72290 members 
Mstep: Class 23 contains 5639 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7626 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42099 members 
Mstep: Class 32 contains 5630 members 
Mstep: Class 33 contains 6277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935184.000000 Penalty: 113492.750000
Iteration 176Q: 34 clusters Score -1.429352e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129969 members 
Mstep: Class 3 contains 45277 members 
Mstep: Class 4 contains 8942 members 
Mstep: Class 5 contains 187512 members 
Mstep: Class 6 contains 127835 members 
Mstep: Class 7 contains 3213 members 
Mstep: Class 8 contains 28021 members 
Mstep: Class 9 contains 2904 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55722 members 
Mstep: Class 13 contains 17517 members 
Mstep: Class 14 contains 12544 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35608 members 
Mstep: Class 17 contains 9245 members 
Mstep: Class 18 contains 27179 members 
Mstep: Class 19 contains 138200 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43226 members 
Mstep: Class 22 contains 72324 members 
Mstep: Class 23 contains 5639 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15303 members 
Mstep: Class 31 contains 42095 members 
Mstep: Class 32 contains 5632 members 
Mstep: Class 33 contains 6283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935072.000000 Penalty: 113492.750000
Iteration 177Q: 34 clusters Score -1.429351e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129974 members 
Mstep: Class 3 contains 45278 members 
Mstep: Class 4 contains 8943 members 
Mstep: Class 5 contains 187485 members 
Mstep: Class 6 contains 127832 members 
Mstep: Class 7 contains 3213 members 
Mstep: Class 8 contains 28020 members 
Mstep: Class 9 contains 2903 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55713 members 
Mstep: Class 13 contains 17516 members 
Mstep: Class 14 contains 12538 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35608 members 
Mstep: Class 17 contains 9247 members 
Mstep: Class 18 contains 27181 members 
Mstep: Class 19 contains 138209 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43225 members 
Mstep: Class 22 contains 72352 members 
Mstep: Class 23 contains 5638 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15303 members 
Mstep: Class 31 contains 42091 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935104.000000 Penalty: 113492.750000
Iteration 178Q: 34 clusters Score -1.429351e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129984 members 
Mstep: Class 3 contains 45277 members 
Mstep: Class 4 contains 8943 members 
Mstep: Class 5 contains 187445 members 
Mstep: Class 6 contains 127829 members 
Mstep: Class 7 contains 3213 members 
Mstep: Class 8 contains 28013 members 
Mstep: Class 9 contains 2903 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55707 members 
Mstep: Class 13 contains 17516 members 
Mstep: Class 14 contains 12536 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35610 members 
Mstep: Class 17 contains 9250 members 
Mstep: Class 18 contains 27181 members 
Mstep: Class 19 contains 138214 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43224 members 
Mstep: Class 22 contains 72384 members 
Mstep: Class 23 contains 5638 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7629 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15303 members 
Mstep: Class 31 contains 42094 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935008.000000 Penalty: 113492.750000
Iteration 179Q: 34 clusters Score -1.42935e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129994 members 
Mstep: Class 3 contains 45278 members 
Mstep: Class 4 contains 8942 members 
Mstep: Class 5 contains 187404 members 
Mstep: Class 6 contains 127831 members 
Mstep: Class 7 contains 3213 members 
Mstep: Class 8 contains 28010 members 
Mstep: Class 9 contains 2903 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55700 members 
Mstep: Class 13 contains 17516 members 
Mstep: Class 14 contains 12532 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35608 members 
Mstep: Class 17 contains 9250 members 
Mstep: Class 18 contains 27182 members 
Mstep: Class 19 contains 138226 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43225 members 
Mstep: Class 22 contains 72409 members 
Mstep: Class 23 contains 5638 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7630 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15303 members 
Mstep: Class 31 contains 42097 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935008.000000 Penalty: 113492.750000
Iteration 180F: 34 clusters Score -1.42935e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130006 members 
Mstep: Class 3 contains 45283 members 
Mstep: Class 4 contains 8941 members 
Mstep: Class 5 contains 187367 members 
Mstep: Class 6 contains 127821 members 
Mstep: Class 7 contains 3213 members 
Mstep: Class 8 contains 28006 members 
Mstep: Class 9 contains 2903 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55689 members 
Mstep: Class 13 contains 17516 members 
Mstep: Class 14 contains 12530 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35611 members 
Mstep: Class 17 contains 9252 members 
Mstep: Class 18 contains 27184 members 
Mstep: Class 19 contains 138242 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43225 members 
Mstep: Class 22 contains 72428 members 
Mstep: Class 23 contains 5638 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7630 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935072.000000 Penalty: 113492.750000
Iteration 181Q: 34 clusters Score -1.429351e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130006 members 
Mstep: Class 3 contains 45286 members 
Mstep: Class 4 contains 8939 members 
Mstep: Class 5 contains 187329 members 
Mstep: Class 6 contains 127821 members 
Mstep: Class 7 contains 3213 members 
Mstep: Class 8 contains 28003 members 
Mstep: Class 9 contains 2904 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55680 members 
Mstep: Class 13 contains 17515 members 
Mstep: Class 14 contains 12530 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35616 members 
Mstep: Class 17 contains 9252 members 
Mstep: Class 18 contains 27187 members 
Mstep: Class 19 contains 138257 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43225 members 
Mstep: Class 22 contains 72449 members 
Mstep: Class 23 contains 5638 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7630 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42102 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935120.000000 Penalty: 113492.750000
Iteration 182Q: 34 clusters Score -1.429351e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130015 members 
Mstep: Class 3 contains 45289 members 
Mstep: Class 4 contains 8938 members 
Mstep: Class 5 contains 187286 members 
Mstep: Class 6 contains 127827 members 
Mstep: Class 7 contains 3213 members 
Mstep: Class 8 contains 28000 members 
Mstep: Class 9 contains 2904 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55671 members 
Mstep: Class 13 contains 17515 members 
Mstep: Class 14 contains 12529 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35617 members 
Mstep: Class 17 contains 9253 members 
Mstep: Class 18 contains 27191 members 
Mstep: Class 19 contains 138266 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43224 members 
Mstep: Class 22 contains 72465 members 
Mstep: Class 23 contains 5639 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7630 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42106 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935232.000000 Penalty: 113492.750000
Iteration 183Q: 34 clusters Score -1.429352e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130023 members 
Mstep: Class 3 contains 45289 members 
Mstep: Class 4 contains 8934 members 
Mstep: Class 5 contains 187240 members 
Mstep: Class 6 contains 127832 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28001 members 
Mstep: Class 9 contains 2904 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55661 members 
Mstep: Class 13 contains 17515 members 
Mstep: Class 14 contains 12528 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35619 members 
Mstep: Class 17 contains 9255 members 
Mstep: Class 18 contains 27192 members 
Mstep: Class 19 contains 138280 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43222 members 
Mstep: Class 22 contains 72495 members 
Mstep: Class 23 contains 5639 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7630 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42104 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935232.000000 Penalty: 113492.750000
Iteration 184Q: 34 clusters Score -1.429352e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130034 members 
Mstep: Class 3 contains 45291 members 
Mstep: Class 4 contains 8931 members 
Mstep: Class 5 contains 187207 members 
Mstep: Class 6 contains 127839 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 28000 members 
Mstep: Class 9 contains 2904 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55648 members 
Mstep: Class 13 contains 17515 members 
Mstep: Class 14 contains 12530 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35618 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 27192 members 
Mstep: Class 19 contains 138290 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43221 members 
Mstep: Class 22 contains 72516 members 
Mstep: Class 23 contains 5639 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7630 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42099 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935248.000000 Penalty: 113492.750000
Iteration 185Q: 34 clusters Score -1.429352e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130037 members 
Mstep: Class 3 contains 45296 members 
Mstep: Class 4 contains 8925 members 
Mstep: Class 5 contains 187186 members 
Mstep: Class 6 contains 127840 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27999 members 
Mstep: Class 9 contains 2904 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55642 members 
Mstep: Class 13 contains 17515 members 
Mstep: Class 14 contains 12532 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35618 members 
Mstep: Class 17 contains 9260 members 
Mstep: Class 18 contains 27193 members 
Mstep: Class 19 contains 138290 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43220 members 
Mstep: Class 22 contains 72532 members 
Mstep: Class 23 contains 5640 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7630 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42102 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935232.000000 Penalty: 113492.750000
Iteration 186Q: 34 clusters Score -1.429352e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130036 members 
Mstep: Class 3 contains 45301 members 
Mstep: Class 4 contains 8922 members 
Mstep: Class 5 contains 187175 members 
Mstep: Class 6 contains 127839 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27993 members 
Mstep: Class 9 contains 2904 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55632 members 
Mstep: Class 13 contains 17514 members 
Mstep: Class 14 contains 12532 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35621 members 
Mstep: Class 17 contains 9260 members 
Mstep: Class 18 contains 27193 members 
Mstep: Class 19 contains 138297 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43220 members 
Mstep: Class 22 contains 72548 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7630 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42103 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935184.000000 Penalty: 113492.750000
Iteration 187Q: 34 clusters Score -1.429352e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130042 members 
Mstep: Class 3 contains 45304 members 
Mstep: Class 4 contains 8918 members 
Mstep: Class 5 contains 187170 members 
Mstep: Class 6 contains 127841 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27991 members 
Mstep: Class 9 contains 2904 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55617 members 
Mstep: Class 13 contains 17512 members 
Mstep: Class 14 contains 12532 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35621 members 
Mstep: Class 17 contains 9260 members 
Mstep: Class 18 contains 27193 members 
Mstep: Class 19 contains 138302 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43220 members 
Mstep: Class 22 contains 72559 members 
Mstep: Class 23 contains 5643 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7630 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42102 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935232.000000 Penalty: 113492.750000
Iteration 188Q: 34 clusters Score -1.429352e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130052 members 
Mstep: Class 3 contains 45304 members 
Mstep: Class 4 contains 8917 members 
Mstep: Class 5 contains 187156 members 
Mstep: Class 6 contains 127839 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27992 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55609 members 
Mstep: Class 13 contains 17511 members 
Mstep: Class 14 contains 12532 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35623 members 
Mstep: Class 17 contains 9260 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138306 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43218 members 
Mstep: Class 22 contains 72568 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7631 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42102 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935184.000000 Penalty: 113492.750000
Iteration 189Q: 34 clusters Score -1.429352e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130049 members 
Mstep: Class 3 contains 45304 members 
Mstep: Class 4 contains 8918 members 
Mstep: Class 5 contains 187146 members 
Mstep: Class 6 contains 127840 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27994 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55609 members 
Mstep: Class 13 contains 17510 members 
Mstep: Class 14 contains 12531 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35623 members 
Mstep: Class 17 contains 9261 members 
Mstep: Class 18 contains 27195 members 
Mstep: Class 19 contains 138308 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43217 members 
Mstep: Class 22 contains 72575 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7632 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42102 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935232.000000 Penalty: 113492.750000
Iteration 190Q: 34 clusters Score -1.429352e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130048 members 
Mstep: Class 3 contains 45305 members 
Mstep: Class 4 contains 8919 members 
Mstep: Class 5 contains 187130 members 
Mstep: Class 6 contains 127839 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27995 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55605 members 
Mstep: Class 13 contains 17510 members 
Mstep: Class 14 contains 12531 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35625 members 
Mstep: Class 17 contains 9261 members 
Mstep: Class 18 contains 27195 members 
Mstep: Class 19 contains 138322 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43214 members 
Mstep: Class 22 contains 72579 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7633 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42102 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935264.000000 Penalty: 113492.750000
Iteration 191Q: 34 clusters Score -1.429353e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130047 members 
Mstep: Class 3 contains 45305 members 
Mstep: Class 4 contains 8918 members 
Mstep: Class 5 contains 187126 members 
Mstep: Class 6 contains 127837 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27994 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55601 members 
Mstep: Class 13 contains 17510 members 
Mstep: Class 14 contains 12530 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35626 members 
Mstep: Class 17 contains 9261 members 
Mstep: Class 18 contains 27195 members 
Mstep: Class 19 contains 138331 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43214 members 
Mstep: Class 22 contains 72583 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7633 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42102 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935168.000000 Penalty: 113492.750000
Iteration 192Q: 34 clusters Score -1.429352e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130051 members 
Mstep: Class 3 contains 45306 members 
Mstep: Class 4 contains 8918 members 
Mstep: Class 5 contains 187120 members 
Mstep: Class 6 contains 127839 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27996 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55595 members 
Mstep: Class 13 contains 17510 members 
Mstep: Class 14 contains 12529 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35625 members 
Mstep: Class 17 contains 9261 members 
Mstep: Class 18 contains 27195 members 
Mstep: Class 19 contains 138330 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43215 members 
Mstep: Class 22 contains 72589 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7633 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42101 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935200.000000 Penalty: 113492.750000
Iteration 193Q: 34 clusters Score -1.429352e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130050 members 
Mstep: Class 3 contains 45307 members 
Mstep: Class 4 contains 8918 members 
Mstep: Class 5 contains 187113 members 
Mstep: Class 6 contains 127838 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27997 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55595 members 
Mstep: Class 13 contains 17509 members 
Mstep: Class 14 contains 12529 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35625 members 
Mstep: Class 17 contains 9261 members 
Mstep: Class 18 contains 27195 members 
Mstep: Class 19 contains 138329 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43214 members 
Mstep: Class 22 contains 72598 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7633 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42103 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935248.000000 Penalty: 113492.750000
Iteration 194Q: 34 clusters Score -1.429352e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130044 members 
Mstep: Class 3 contains 45308 members 
Mstep: Class 4 contains 8918 members 
Mstep: Class 5 contains 187104 members 
Mstep: Class 6 contains 127845 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27997 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55594 members 
Mstep: Class 13 contains 17509 members 
Mstep: Class 14 contains 12530 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35627 members 
Mstep: Class 17 contains 9261 members 
Mstep: Class 18 contains 27195 members 
Mstep: Class 19 contains 138324 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43213 members 
Mstep: Class 22 contains 72607 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7633 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42103 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935264.000000 Penalty: 113492.750000
Iteration 195Q: 34 clusters Score -1.429353e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130046 members 
Mstep: Class 3 contains 45309 members 
Mstep: Class 4 contains 8917 members 
Mstep: Class 5 contains 187105 members 
Mstep: Class 6 contains 127838 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27997 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55589 members 
Mstep: Class 13 contains 17509 members 
Mstep: Class 14 contains 12530 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35630 members 
Mstep: Class 17 contains 9261 members 
Mstep: Class 18 contains 27196 members 
Mstep: Class 19 contains 138323 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43212 members 
Mstep: Class 22 contains 72614 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7633 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42103 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935328.000000 Penalty: 113492.750000
Iteration 196Q: 34 clusters Score -1.429353e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130045 members 
Mstep: Class 3 contains 45310 members 
Mstep: Class 4 contains 8918 members 
Mstep: Class 5 contains 187099 members 
Mstep: Class 6 contains 127837 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27997 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55582 members 
Mstep: Class 13 contains 17509 members 
Mstep: Class 14 contains 12530 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35634 members 
Mstep: Class 17 contains 9262 members 
Mstep: Class 18 contains 27196 members 
Mstep: Class 19 contains 138322 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43213 members 
Mstep: Class 22 contains 72622 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7633 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42104 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935248.000000 Penalty: 113492.750000
Iteration 197Q: 34 clusters Score -1.429352e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130044 members 
Mstep: Class 3 contains 45312 members 
Mstep: Class 4 contains 8918 members 
Mstep: Class 5 contains 187090 members 
Mstep: Class 6 contains 127833 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27996 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55582 members 
Mstep: Class 13 contains 17509 members 
Mstep: Class 14 contains 12530 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35635 members 
Mstep: Class 17 contains 9262 members 
Mstep: Class 18 contains 27196 members 
Mstep: Class 19 contains 138325 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43212 members 
Mstep: Class 22 contains 72631 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7633 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42104 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935360.000000 Penalty: 113492.750000
Iteration 198Q: 34 clusters Score -1.429354e+08 nChanged 29
Entering ConstructFrom: 
Score: -142935360.000000 Penalty: 113492.750000
Entering ConstructFrom: 
Trying to split cluster 1 (6303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Entering Unmasked Estep 
Score: -865786.812500 Penalty: 2169.697754
	Iteration 0F: 2 clusters Score -865786.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -860432.312500 Penalty: 4339.395508
	Iteration 0F: 3 clusters Score -860432.3 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -861789.687500 Penalty: 4339.395508
	Iteration 1F: 3 clusters Score -861789.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -862023.875000 Penalty: 4339.395508
	Iteration 2F: 3 clusters Score -862023.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -862176.375000 Penalty: 4339.395508
	Iteration 3Q: 3 clusters Score -862176.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -862316.812500 Penalty: 4339.395508
	Iteration 4Q: 3 clusters Score -862316.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -862460.562500 Penalty: 4339.395508
	Iteration 5Q: 3 clusters Score -862460.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -862586.750000 Penalty: 4339.395508
	Iteration 6Q: 3 clusters Score -862586.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -862719.500000 Penalty: 4339.395508
	Iteration 7Q: 3 clusters Score -862719.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -862848.937500 Penalty: 4339.395508
	Iteration 8Q: 3 clusters Score -862848.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -863015.375000 Penalty: 4339.395508
	Iteration 9Q: 3 clusters Score -863015.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -863182.687500 Penalty: 4339.395508
	Iteration 10Q: 3 clusters Score -863182.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -863350.625000 Penalty: 4339.395508
	Iteration 11Q: 3 clusters Score -863350.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -863521.437500 Penalty: 4339.395508
	Iteration 12Q: 3 clusters Score -863521.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -863673.687500 Penalty: 4339.395508
	Iteration 13Q: 3 clusters Score -863673.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -863801.750000 Penalty: 4339.395508
	Iteration 14Q: 3 clusters Score -863801.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -863906.250000 Penalty: 4339.395508
	Iteration 15Q: 3 clusters Score -863906.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -864005.062500 Penalty: 4339.395508
	Iteration 16Q: 3 clusters Score -864005.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -864096.500000 Penalty: 4339.395508
	Iteration 17Q: 3 clusters Score -864096.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -864167.437500 Penalty: 4339.395508
	Iteration 18Q: 3 clusters Score -864167.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -864223.187500 Penalty: 4339.395508
	Iteration 19Q: 3 clusters Score -864223.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -864267.250000 Penalty: 4339.395508
	Iteration 20F: 3 clusters Score -864267.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -864298.937500 Penalty: 4339.395508
	Iteration 21Q: 3 clusters Score -864298.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -864323.500000 Penalty: 4339.395508
	Iteration 22Q: 3 clusters Score -864323.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -864337.125000 Penalty: 4339.395508
	Iteration 23Q: 3 clusters Score -864337.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -864343.750000 Penalty: 4339.395508
	Iteration 24Q: 3 clusters Score -864343.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -864350.125000 Penalty: 4339.395508
	Iteration 25Q: 3 clusters Score -864350.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -864357.187500 Penalty: 4339.395508
	Iteration 26Q: 3 clusters Score -864357.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -864367.125000 Penalty: 4339.395508
	Iteration 27Q: 3 clusters Score -864367.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -864367.500000 Penalty: 4339.395508
	Iteration 28Q: 3 clusters Score -864367.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -864369.625000 Penalty: 4339.395508
	Iteration 29Q: 3 clusters Score -864369.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -864369.625000 Penalty: 4339.395508
	Iteration 30F: 3 clusters Score -864369.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (130041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130041 members 
Entering Unmasked Estep 
Score: -18056762.000000 Penalty: 2920.350098
	Iteration 0F: 2 clusters Score -1.805676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65075 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -17970512.000000 Penalty: 5840.700195
	Iteration 0F: 3 clusters Score -1.797051e+07 nChanged 61920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66589 members 
Mstep: Class 2 contains 63452 members 
Entering Unmasked Estep 
Score: -18007046.000000 Penalty: 5840.700195
	Iteration 1F: 3 clusters Score -1.800705e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68009 members 
Mstep: Class 2 contains 62032 members 
Entering Unmasked Estep 
Score: -18008852.000000 Penalty: 5840.700195
	Iteration 2Q: 3 clusters Score -1.800885e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70531 members 
Mstep: Class 2 contains 59510 members 
Entering Unmasked Estep 
Score: -18012000.000000 Penalty: 5840.700195
	Iteration 3Q: 3 clusters Score -1.8012e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74479 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
Score: -18016360.000000 Penalty: 5840.700195
	Iteration 4F: 3 clusters Score -1.801636e+07 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80006 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -18023592.000000 Penalty: 5840.700195
	Iteration 5F: 3 clusters Score -1.802359e+07 nChanged 10382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86218 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -18033144.000000 Penalty: 5840.700195
	Iteration 6F: 3 clusters Score -1.803314e+07 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91125 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -18041148.000000 Penalty: 5840.700195
	Iteration 7F: 3 clusters Score -1.804115e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94052 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -18044922.000000 Penalty: 5840.700195
	Iteration 8Q: 3 clusters Score -1.804492e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96140 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -18046364.000000 Penalty: 5840.700195
	Iteration 9Q: 3 clusters Score -1.804636e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97969 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -18047204.000000 Penalty: 5840.700195
	Iteration 10Q: 3 clusters Score -1.80472e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99659 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -18047868.000000 Penalty: 5840.700195
	Iteration 11Q: 3 clusters Score -1.804787e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101301 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -18048384.000000 Penalty: 5840.700195
	Iteration 12Q: 3 clusters Score -1.804838e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102864 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -18048928.000000 Penalty: 5840.700195
	Iteration 13Q: 3 clusters Score -1.804893e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104357 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -18049324.000000 Penalty: 5840.700195
	Iteration 14Q: 3 clusters Score -1.804932e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105937 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -18049744.000000 Penalty: 5840.700195
	Iteration 15Q: 3 clusters Score -1.804974e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107500 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -18050176.000000 Penalty: 5840.700195
	Iteration 16Q: 3 clusters Score -1.805018e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109025 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -18050626.000000 Penalty: 5840.700195
	Iteration 17Q: 3 clusters Score -1.805063e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110478 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -18050970.000000 Penalty: 5840.700195
	Iteration 18Q: 3 clusters Score -1.805097e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111901 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -18051276.000000 Penalty: 5840.700195
	Iteration 19Q: 3 clusters Score -1.805128e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113277 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -18051594.000000 Penalty: 5840.700195
	Iteration 20F: 3 clusters Score -1.805159e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114596 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -18051850.000000 Penalty: 5840.700195
	Iteration 21Q: 3 clusters Score -1.805185e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115852 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -18052222.000000 Penalty: 5840.700195
	Iteration 22Q: 3 clusters Score -1.805222e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117119 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -18052614.000000 Penalty: 5840.700195
	Iteration 23Q: 3 clusters Score -1.805261e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118387 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -18052998.000000 Penalty: 5840.700195
	Iteration 24Q: 3 clusters Score -1.8053e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119576 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -18053288.000000 Penalty: 5840.700195
	Iteration 25Q: 3 clusters Score -1.805329e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120571 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -18053508.000000 Penalty: 5840.700195
	Iteration 26Q: 3 clusters Score -1.805351e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121450 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -18053688.000000 Penalty: 5840.700195
	Iteration 27Q: 3 clusters Score -1.805369e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122255 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -18053852.000000 Penalty: 5840.700195
	Iteration 28Q: 3 clusters Score -1.805385e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122980 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -18053942.000000 Penalty: 5840.700195
	Iteration 29Q: 3 clusters Score -1.805394e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123645 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -18054082.000000 Penalty: 5840.700195
	Iteration 30Q: 3 clusters Score -1.805408e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124233 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -18054212.000000 Penalty: 5840.700195
	Iteration 31Q: 3 clusters Score -1.805421e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124756 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -18054262.000000 Penalty: 5840.700195
	Iteration 32Q: 3 clusters Score -1.805426e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125201 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -18054272.000000 Penalty: 5840.700195
	Iteration 33Q: 3 clusters Score -1.805427e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125569 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -18054366.000000 Penalty: 5840.700195
	Iteration 34Q: 3 clusters Score -1.805437e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125905 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -18054426.000000 Penalty: 5840.700195
	Iteration 35Q: 3 clusters Score -1.805443e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126171 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -18054526.000000 Penalty: 5840.700195
	Iteration 36Q: 3 clusters Score -1.805453e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126410 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -18054604.000000 Penalty: 5840.700195
	Iteration 37Q: 3 clusters Score -1.80546e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126619 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -18054626.000000 Penalty: 5840.700195
	Iteration 38Q: 3 clusters Score -1.805463e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126815 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -18054650.000000 Penalty: 5840.700195
	Iteration 39Q: 3 clusters Score -1.805465e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126973 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -18054634.000000 Penalty: 5840.700195
	Iteration 40F: 3 clusters Score -1.805463e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127113 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -18054700.000000 Penalty: 5840.700195
	Iteration 41Q: 3 clusters Score -1.80547e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127237 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -18054688.000000 Penalty: 5840.700195
	Iteration 42Q: 3 clusters Score -1.805469e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127355 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -18054654.000000 Penalty: 5840.700195
	Iteration 43Q: 3 clusters Score -1.805465e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127457 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -18054658.000000 Penalty: 5840.700195
	Iteration 44Q: 3 clusters Score -1.805466e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127543 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -18054662.000000 Penalty: 5840.700195
	Iteration 45Q: 3 clusters Score -1.805466e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127622 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -18054688.000000 Penalty: 5840.700195
	Iteration 46Q: 3 clusters Score -1.805469e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127687 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -18054710.000000 Penalty: 5840.700195
	Iteration 47Q: 3 clusters Score -1.805471e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127761 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -18054714.000000 Penalty: 5840.700195
	Iteration 48Q: 3 clusters Score -1.805471e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127825 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -18054736.000000 Penalty: 5840.700195
	Iteration 49Q: 3 clusters Score -1.805474e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127896 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -18054756.000000 Penalty: 5840.700195
	Iteration 50Q: 3 clusters Score -1.805476e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127955 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -18054770.000000 Penalty: 5840.700195
	Iteration 51Q: 3 clusters Score -1.805477e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128002 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -18054780.000000 Penalty: 5840.700195
	Iteration 52Q: 3 clusters Score -1.805478e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128039 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -18054792.000000 Penalty: 5840.700195
	Iteration 53Q: 3 clusters Score -1.805479e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128073 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -18054788.000000 Penalty: 5840.700195
	Iteration 54Q: 3 clusters Score -1.805479e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128096 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -18054782.000000 Penalty: 5840.700195
	Iteration 55Q: 3 clusters Score -1.805478e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128111 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -18054786.000000 Penalty: 5840.700195
	Iteration 56Q: 3 clusters Score -1.805479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128125 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -18054786.000000 Penalty: 5840.700195
	Iteration 57Q: 3 clusters Score -1.805479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128139 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -18054800.000000 Penalty: 5840.700195
	Iteration 58Q: 3 clusters Score -1.80548e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128151 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -18054794.000000 Penalty: 5840.700195
	Iteration 59Q: 3 clusters Score -1.805479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128159 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -18054792.000000 Penalty: 5840.700195
	Iteration 60F: 3 clusters Score -1.805479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128169 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -18054798.000000 Penalty: 5840.700195
	Iteration 61Q: 3 clusters Score -1.80548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128175 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -18054784.000000 Penalty: 5840.700195
	Iteration 62Q: 3 clusters Score -1.805478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128182 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -18054790.000000 Penalty: 5840.700195
	Iteration 63Q: 3 clusters Score -1.805479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128188 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -18054780.000000 Penalty: 5840.700195
	Iteration 64Q: 3 clusters Score -1.805478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128201 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -18054802.000000 Penalty: 5840.700195
	Iteration 65Q: 3 clusters Score -1.80548e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128220 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -18054812.000000 Penalty: 5840.700195
	Iteration 66Q: 3 clusters Score -1.805481e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128238 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -18054796.000000 Penalty: 5840.700195
	Iteration 67Q: 3 clusters Score -1.80548e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128254 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -18054794.000000 Penalty: 5840.700195
	Iteration 68Q: 3 clusters Score -1.805479e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128270 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -18054772.000000 Penalty: 5840.700195
	Iteration 69Q: 3 clusters Score -1.805477e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128283 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -18054782.000000 Penalty: 5840.700195
	Iteration 70Q: 3 clusters Score -1.805478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128291 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -18054784.000000 Penalty: 5840.700195
	Iteration 71Q: 3 clusters Score -1.805478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128297 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -18054790.000000 Penalty: 5840.700195
	Iteration 72Q: 3 clusters Score -1.805479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128304 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -18054802.000000 Penalty: 5840.700195
	Iteration 73Q: 3 clusters Score -1.80548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128308 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -18054802.000000 Penalty: 5840.700195
	Iteration 74Q: 3 clusters Score -1.80548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128309 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -18054818.000000 Penalty: 5840.700195
	Iteration 75Q: 3 clusters Score -1.805482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128310 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -18054814.000000 Penalty: 5840.700195
	Iteration 76Q: 3 clusters Score -1.805481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128310 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -18054814.000000 Penalty: 5840.700195
	Iteration 77F: 3 clusters Score -1.805481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Entering Unmasked Estep 
Score: -6317262.500000 Penalty: 2658.894775
	Iteration 0F: 2 clusters Score -6317262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -6286712.500000 Penalty: 5317.789551
	Iteration 0F: 3 clusters Score -6286712 nChanged 20856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -6298166.500000 Penalty: 5317.789551
	Iteration 1F: 3 clusters Score -6298166 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -6298792.500000 Penalty: 5317.789551
	Iteration 2Q: 3 clusters Score -6298792 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -6299408.000000 Penalty: 5317.789551
	Iteration 3Q: 3 clusters Score -6299408 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -6300122.500000 Penalty: 5317.789551
	Iteration 4Q: 3 clusters Score -6300122 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -6301039.000000 Penalty: 5317.789551
	Iteration 5Q: 3 clusters Score -6301039 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -6302355.000000 Penalty: 5317.789551
	Iteration 6F: 3 clusters Score -6302355 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -6304081.500000 Penalty: 5317.789551
	Iteration 7F: 3 clusters Score -6304082 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -6306219.500000 Penalty: 5317.789551
	Iteration 8F: 3 clusters Score -6306220 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -6308373.500000 Penalty: 5317.789551
	Iteration 9F: 3 clusters Score -6308374 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
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Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33510 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 34063 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 34729 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 34905 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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Mstep: Class 1 contains 35318 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35430 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 9534 members 
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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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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	Iteration 50Q: 3 clusters Score -6313376 nChanged 173
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	Iteration 55Q: 3 clusters Score -6313508 nChanged 145
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	Iteration 56Q: 3 clusters Score -6313522 nChanged 127
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	Iteration 58Q: 3 clusters Score -6313543 nChanged 134
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	Iteration 60F: 3 clusters Score -6313584 nChanged 142
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	Iteration 65Q: 3 clusters Score -6313742 nChanged 154
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	Iteration 67Q: 3 clusters Score -6313816 nChanged 184
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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 42980 members 
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Mstep: Class 1 contains 43120 members 
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	Iteration 94Q: 3 clusters Score -6314935 nChanged 47
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	Iteration 95Q: 3 clusters Score -6314940 nChanged 43
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	Iteration 100F: 3 clusters Score -6315003 nChanged 14
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	Iteration 102Q: 3 clusters Score -6315012 nChanged 6
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Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6315014.500000 Penalty: 5317.789551
	Iteration 103Q: 3 clusters Score -6315014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6315014.000000 Penalty: 5317.789551
	Iteration 104Q: 3 clusters Score -6315014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6315021.000000 Penalty: 5317.789551
	Iteration 105Q: 3 clusters Score -6315021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6315020.000000 Penalty: 5317.789551
	Iteration 106Q: 3 clusters Score -6315020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6315018.500000 Penalty: 5317.789551
	Iteration 107Q: 3 clusters Score -6315018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6315013.000000 Penalty: 5317.789551
	Iteration 108Q: 3 clusters Score -6315013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6315013.000000 Penalty: 5317.789551
	Iteration 109Q: 3 clusters Score -6315013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6315013.000000 Penalty: 5317.789551
	Iteration 110F: 3 clusters Score -6315013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Entering Unmasked Estep 
Score: -1238316.250000 Penalty: 2255.765137
	Iteration 0F: 2 clusters Score -1238316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1231369.125000 Penalty: 4511.530273
	Iteration 0F: 3 clusters Score -1231369 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1233312.500000 Penalty: 4511.530273
	Iteration 1F: 3 clusters Score -1233312 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1233573.125000 Penalty: 4511.530273
	Iteration 2F: 3 clusters Score -1233573 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1233767.250000 Penalty: 4511.530273
	Iteration 3Q: 3 clusters Score -1233767 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1233914.375000 Penalty: 4511.530273
	Iteration 4Q: 3 clusters Score -1233914 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1234047.125000 Penalty: 4511.530273
	Iteration 5Q: 3 clusters Score -1234047 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1234179.875000 Penalty: 4511.530273
	Iteration 6Q: 3 clusters Score -1234180 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1234314.000000 Penalty: 4511.530273
	Iteration 7Q: 3 clusters Score -1234314 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1234486.500000 Penalty: 4511.530273
	Iteration 8Q: 3 clusters Score -1234486 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1234678.000000 Penalty: 4511.530273
	Iteration 9Q: 3 clusters Score -1234678 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1234888.625000 Penalty: 4511.530273
	Iteration 10Q: 3 clusters Score -1234889 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1235120.375000 Penalty: 4511.530273
	Iteration 11Q: 3 clusters Score -1235120 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1235353.625000 Penalty: 4511.530273
	Iteration 12Q: 3 clusters Score -1235354 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1235588.625000 Penalty: 4511.530273
	Iteration 13Q: 3 clusters Score -1235589 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1235814.000000 Penalty: 4511.530273
	Iteration 14Q: 3 clusters Score -1235814 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1235955.125000 Penalty: 4511.530273
	Iteration 15Q: 3 clusters Score -1235955 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1236072.875000 Penalty: 4511.530273
	Iteration 16Q: 3 clusters Score -1236073 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1236185.375000 Penalty: 4511.530273
	Iteration 17Q: 3 clusters Score -1236185 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1236249.875000 Penalty: 4511.530273
	Iteration 18Q: 3 clusters Score -1236250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1236290.375000 Penalty: 4511.530273
	Iteration 19Q: 3 clusters Score -1236290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1236319.250000 Penalty: 4511.530273
	Iteration 20F: 3 clusters Score -1236319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1236336.625000 Penalty: 4511.530273
	Iteration 21Q: 3 clusters Score -1236337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1236349.000000 Penalty: 4511.530273
	Iteration 22Q: 3 clusters Score -1236349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1236360.750000 Penalty: 4511.530273
	Iteration 23Q: 3 clusters Score -1236361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1236366.625000 Penalty: 4511.530273
	Iteration 24Q: 3 clusters Score -1236367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1236372.125000 Penalty: 4511.530273
	Iteration 25Q: 3 clusters Score -1236372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1236376.875000 Penalty: 4511.530273
	Iteration 26Q: 3 clusters Score -1236377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1236378.250000 Penalty: 4511.530273
	Iteration 27Q: 3 clusters Score -1236378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1236380.875000 Penalty: 4511.530273
	Iteration 28Q: 3 clusters Score -1236381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1236381.500000 Penalty: 4511.530273
	Iteration 29Q: 3 clusters Score -1236382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1236381.375000 Penalty: 4511.530273
	Iteration 30Q: 3 clusters Score -1236381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1236383.375000 Penalty: 4511.530273
	Iteration 31Q: 3 clusters Score -1236383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1236384.250000 Penalty: 4511.530273
	Iteration 32Q: 3 clusters Score -1236384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1236384.250000 Penalty: 4511.530273
	Iteration 33F: 3 clusters Score -1236384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (187089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187089 members 
Entering Unmasked Estep 
Score: -26000520.000000 Penalty: 3010.556152
	Iteration 0F: 2 clusters Score -2.600052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93300 members 
Mstep: Class 2 contains 93789 members 
Entering Unmasked Estep 
Score: -25881662.000000 Penalty: 6021.112305
	Iteration 0F: 3 clusters Score -2.588166e+07 nChanged 89599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90035 members 
Mstep: Class 2 contains 97054 members 
Entering Unmasked Estep 
Score: -25933608.000000 Penalty: 6021.112305
	Iteration 1F: 3 clusters Score -2.593361e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87749 members 
Mstep: Class 2 contains 99340 members 
Entering Unmasked Estep 
Score: -25934514.000000 Penalty: 6021.112305
	Iteration 2Q: 3 clusters Score -2.593451e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84125 members 
Mstep: Class 2 contains 102964 members 
Entering Unmasked Estep 
Score: -25935976.000000 Penalty: 6021.112305
	Iteration 3Q: 3 clusters Score -2.593598e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78392 members 
Mstep: Class 2 contains 108697 members 
Entering Unmasked Estep 
Score: -25938254.000000 Penalty: 6021.112305
	Iteration 4Q: 3 clusters Score -2.593825e+07 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69705 members 
Mstep: Class 2 contains 117384 members 
Entering Unmasked Estep 
Score: -25942258.000000 Penalty: 6021.112305
	Iteration 5Q: 3 clusters Score -2.594226e+07 nChanged 12830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57081 members 
Mstep: Class 2 contains 130008 members 
Entering Unmasked Estep 
Score: -25949948.000000 Penalty: 6021.112305
	Iteration 6F: 3 clusters Score -2.594995e+07 nChanged 16522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 146500 members 
Entering Unmasked Estep 
Score: -25962234.000000 Penalty: 6021.112305
	Iteration 7F: 3 clusters Score -2.596223e+07 nChanged 17493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 163991 members 
Entering Unmasked Estep 
Score: -25977064.000000 Penalty: 6021.112305
	Iteration 8F: 3 clusters Score -2.597706e+07 nChanged 13584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 177575 members 
Entering Unmasked Estep 
Score: -25989334.000000 Penalty: 6021.112305
	Iteration 9F: 3 clusters Score -2.598933e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 184290 members 
Entering Unmasked Estep 
Score: -25995316.000000 Penalty: 6021.112305
	Iteration 10Q: 3 clusters Score -2.599532e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 186322 members 
Entering Unmasked Estep 
Score: -25997150.000000 Penalty: 6021.112305
	Iteration 11Q: 3 clusters Score -2.599715e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 186757 members 
Entering Unmasked Estep 
Score: -25997590.000000 Penalty: 6021.112305
	Iteration 12Q: 3 clusters Score -2.599759e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 186842 members 
Entering Unmasked Estep 
Score: -25997682.000000 Penalty: 6021.112305
	Iteration 13Q: 3 clusters Score -2.599768e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 186870 members 
Entering Unmasked Estep 
Score: -25997736.000000 Penalty: 6021.112305
	Iteration 14Q: 3 clusters Score -2.599774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 186883 members 
Entering Unmasked Estep 
Score: -25997762.000000 Penalty: 6021.112305
	Iteration 15Q: 3 clusters Score -2.599776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 186891 members 
Entering Unmasked Estep 
Score: -25997780.000000 Penalty: 6021.112305
	Iteration 16Q: 3 clusters Score -2.599778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 186901 members 
Entering Unmasked Estep 
Score: -25997792.000000 Penalty: 6021.112305
	Iteration 17Q: 3 clusters Score -2.599779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 186902 members 
Entering Unmasked Estep 
Score: -25997814.000000 Penalty: 6021.112305
	Iteration 18Q: 3 clusters Score -2.599781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 186901 members 
Entering Unmasked Estep 
Score: -25997824.000000 Penalty: 6021.112305
	Iteration 19Q: 3 clusters Score -2.599782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 186900 members 
Entering Unmasked Estep 
Score: -25997836.000000 Penalty: 6021.112305
	Iteration 20F: 3 clusters Score -2.599784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (127834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127834 members 
Entering Unmasked Estep 
Score: -17802914.000000 Penalty: 2916.104980
	Iteration 0F: 2 clusters Score -1.780291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64024 members 
Mstep: Class 2 contains 63810 members 
Entering Unmasked Estep 
Score: -17719156.000000 Penalty: 5832.209961
	Iteration 0F: 3 clusters Score -1.771916e+07 nChanged 60702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65120 members 
Mstep: Class 2 contains 62714 members 
Entering Unmasked Estep 
Score: -17754314.000000 Penalty: 5832.209961
	Iteration 1F: 3 clusters Score -1.775431e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65701 members 
Mstep: Class 2 contains 62133 members 
Entering Unmasked Estep 
Score: -17755774.000000 Penalty: 5832.209961
	Iteration 2Q: 3 clusters Score -1.775577e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 61512 members 
Entering Unmasked Estep 
Score: -17757788.000000 Penalty: 5832.209961
	Iteration 3Q: 3 clusters Score -1.775779e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66944 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
Score: -17760502.000000 Penalty: 5832.209961
	Iteration 4Q: 3 clusters Score -1.77605e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67213 members 
Mstep: Class 2 contains 60621 members 
Entering Unmasked Estep 
Score: -17764698.000000 Penalty: 5832.209961
	Iteration 5F: 3 clusters Score -1.77647e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66972 members 
Mstep: Class 2 contains 60862 members 
Entering Unmasked Estep 
Score: -17769990.000000 Penalty: 5832.209961
	Iteration 6F: 3 clusters Score -1.776999e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66093 members 
Mstep: Class 2 contains 61741 members 
Entering Unmasked Estep 
Score: -17776282.000000 Penalty: 5832.209961
	Iteration 7F: 3 clusters Score -1.777628e+07 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64914 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -17781782.000000 Penalty: 5832.209961
	Iteration 8F: 3 clusters Score -1.778178e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63800 members 
Mstep: Class 2 contains 64034 members 
Entering Unmasked Estep 
Score: -17784604.000000 Penalty: 5832.209961
	Iteration 9F: 3 clusters Score -1.77846e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62918 members 
Mstep: Class 2 contains 64916 members 
Entering Unmasked Estep 
Score: -17785684.000000 Penalty: 5832.209961
	Iteration 10Q: 3 clusters Score -1.778568e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62141 members 
Mstep: Class 2 contains 65693 members 
Entering Unmasked Estep 
Score: -17786080.000000 Penalty: 5832.209961
	Iteration 11Q: 3 clusters Score -1.778608e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61329 members 
Mstep: Class 2 contains 66505 members 
Entering Unmasked Estep 
Score: -17786504.000000 Penalty: 5832.209961
	Iteration 12Q: 3 clusters Score -1.77865e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60499 members 
Mstep: Class 2 contains 67335 members 
Entering Unmasked Estep 
Score: -17786770.000000 Penalty: 5832.209961
	Iteration 13Q: 3 clusters Score -1.778677e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59579 members 
Mstep: Class 2 contains 68255 members 
Entering Unmasked Estep 
Score: -17786998.000000 Penalty: 5832.209961
	Iteration 14Q: 3 clusters Score -1.7787e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 69246 members 
Entering Unmasked Estep 
Score: -17787306.000000 Penalty: 5832.209961
	Iteration 15Q: 3 clusters Score -1.778731e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57506 members 
Mstep: Class 2 contains 70328 members 
Entering Unmasked Estep 
Score: -17787652.000000 Penalty: 5832.209961
	Iteration 16Q: 3 clusters Score -1.778765e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56336 members 
Mstep: Class 2 contains 71498 members 
Entering Unmasked Estep 
Score: -17787950.000000 Penalty: 5832.209961
	Iteration 17Q: 3 clusters Score -1.778795e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55103 members 
Mstep: Class 2 contains 72731 members 
Entering Unmasked Estep 
Score: -17788352.000000 Penalty: 5832.209961
	Iteration 18Q: 3 clusters Score -1.778835e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53837 members 
Mstep: Class 2 contains 73997 members 
Entering Unmasked Estep 
Score: -17788622.000000 Penalty: 5832.209961
	Iteration 19Q: 3 clusters Score -1.778862e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52512 members 
Mstep: Class 2 contains 75322 members 
Entering Unmasked Estep 
Score: -17788876.000000 Penalty: 5832.209961
	Iteration 20F: 3 clusters Score -1.778888e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 76708 members 
Entering Unmasked Estep 
Score: -17789208.000000 Penalty: 5832.209961
	Iteration 21Q: 3 clusters Score -1.778921e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 78111 members 
Entering Unmasked Estep 
Score: -17789578.000000 Penalty: 5832.209961
	Iteration 22Q: 3 clusters Score -1.778958e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 79570 members 
Entering Unmasked Estep 
Score: -17789940.000000 Penalty: 5832.209961
	Iteration 23Q: 3 clusters Score -1.778994e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 81128 members 
Entering Unmasked Estep 
Score: -17790412.000000 Penalty: 5832.209961
	Iteration 24Q: 3 clusters Score -1.779041e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 82622 members 
Entering Unmasked Estep 
Score: -17790814.000000 Penalty: 5832.209961
	Iteration 25Q: 3 clusters Score -1.779081e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 84140 members 
Entering Unmasked Estep 
Score: -17791242.000000 Penalty: 5832.209961
	Iteration 26Q: 3 clusters Score -1.779124e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 85687 members 
Entering Unmasked Estep 
Score: -17791544.000000 Penalty: 5832.209961
	Iteration 27Q: 3 clusters Score -1.779154e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 87317 members 
Entering Unmasked Estep 
Score: -17791964.000000 Penalty: 5832.209961
	Iteration 28Q: 3 clusters Score -1.779196e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 88934 members 
Entering Unmasked Estep 
Score: -17792296.000000 Penalty: 5832.209961
	Iteration 29Q: 3 clusters Score -1.77923e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 90582 members 
Entering Unmasked Estep 
Score: -17792768.000000 Penalty: 5832.209961
	Iteration 30Q: 3 clusters Score -1.779277e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 92202 members 
Entering Unmasked Estep 
Score: -17793196.000000 Penalty: 5832.209961
	Iteration 31Q: 3 clusters Score -1.77932e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 93813 members 
Entering Unmasked Estep 
Score: -17793556.000000 Penalty: 5832.209961
	Iteration 32Q: 3 clusters Score -1.779356e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 95464 members 
Entering Unmasked Estep 
Score: -17793996.000000 Penalty: 5832.209961
	Iteration 33Q: 3 clusters Score -1.7794e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 97108 members 
Entering Unmasked Estep 
Score: -17794512.000000 Penalty: 5832.209961
	Iteration 34Q: 3 clusters Score -1.779451e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 98786 members 
Entering Unmasked Estep 
Score: -17794916.000000 Penalty: 5832.209961
	Iteration 35Q: 3 clusters Score -1.779492e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 100411 members 
Entering Unmasked Estep 
Score: -17795380.000000 Penalty: 5832.209961
	Iteration 36Q: 3 clusters Score -1.779538e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 101926 members 
Entering Unmasked Estep 
Score: -17795906.000000 Penalty: 5832.209961
	Iteration 37Q: 3 clusters Score -1.779591e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 103407 members 
Entering Unmasked Estep 
Score: -17796330.000000 Penalty: 5832.209961
	Iteration 38Q: 3 clusters Score -1.779633e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 104796 members 
Entering Unmasked Estep 
Score: -17796836.000000 Penalty: 5832.209961
	Iteration 39Q: 3 clusters Score -1.779684e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 106143 members 
Entering Unmasked Estep 
Score: -17797300.000000 Penalty: 5832.209961
	Iteration 40F: 3 clusters Score -1.77973e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 107463 members 
Entering Unmasked Estep 
Score: -17797856.000000 Penalty: 5832.209961
	Iteration 41Q: 3 clusters Score -1.779786e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 108757 members 
Entering Unmasked Estep 
Score: -17798400.000000 Penalty: 5832.209961
	Iteration 42Q: 3 clusters Score -1.77984e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 109970 members 
Entering Unmasked Estep 
Score: -17798928.000000 Penalty: 5832.209961
	Iteration 43Q: 3 clusters Score -1.779893e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 111144 members 
Entering Unmasked Estep 
Score: -17799598.000000 Penalty: 5832.209961
	Iteration 44Q: 3 clusters Score -1.77996e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 112233 members 
Entering Unmasked Estep 
Score: -17800242.000000 Penalty: 5832.209961
	Iteration 45Q: 3 clusters Score -1.780024e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 113200 members 
Entering Unmasked Estep 
Score: -17800788.000000 Penalty: 5832.209961
	Iteration 46Q: 3 clusters Score -1.780079e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 114036 members 
Entering Unmasked Estep 
Score: -17801204.000000 Penalty: 5832.209961
	Iteration 47Q: 3 clusters Score -1.78012e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 114693 members 
Entering Unmasked Estep 
Score: -17801708.000000 Penalty: 5832.209961
	Iteration 48Q: 3 clusters Score -1.780171e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 115233 members 
Entering Unmasked Estep 
Score: -17802050.000000 Penalty: 5832.209961
	Iteration 49Q: 3 clusters Score -1.780205e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 115668 members 
Entering Unmasked Estep 
Score: -17802148.000000 Penalty: 5832.209961
	Iteration 50Q: 3 clusters Score -1.780215e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 116030 members 
Entering Unmasked Estep 
Score: -17802206.000000 Penalty: 5832.209961
	Iteration 51Q: 3 clusters Score -1.780221e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 116313 members 
Entering Unmasked Estep 
Score: -17802268.000000 Penalty: 5832.209961
	Iteration 52Q: 3 clusters Score -1.780227e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 116540 members 
Entering Unmasked Estep 
Score: -17802282.000000 Penalty: 5832.209961
	Iteration 53Q: 3 clusters Score -1.780228e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 116742 members 
Entering Unmasked Estep 
Score: -17802242.000000 Penalty: 5832.209961
	Iteration 54Q: 3 clusters Score -1.780224e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 116914 members 
Entering Unmasked Estep 
Score: -17802246.000000 Penalty: 5832.209961
	Iteration 55Q: 3 clusters Score -1.780225e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 117090 members 
Entering Unmasked Estep 
Score: -17802270.000000 Penalty: 5832.209961
	Iteration 56Q: 3 clusters Score -1.780227e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 117231 members 
Entering Unmasked Estep 
Score: -17802276.000000 Penalty: 5832.209961
	Iteration 57Q: 3 clusters Score -1.780228e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 117365 members 
Entering Unmasked Estep 
Score: -17802322.000000 Penalty: 5832.209961
	Iteration 58Q: 3 clusters Score -1.780232e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 117487 members 
Entering Unmasked Estep 
Score: -17802300.000000 Penalty: 5832.209961
	Iteration 59Q: 3 clusters Score -1.78023e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 117597 members 
Entering Unmasked Estep 
Score: -17802292.000000 Penalty: 5832.209961
	Iteration 60F: 3 clusters Score -1.780229e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 117703 members 
Entering Unmasked Estep 
Score: -17802280.000000 Penalty: 5832.209961
	Iteration 61Q: 3 clusters Score -1.780228e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 117808 members 
Entering Unmasked Estep 
Score: -17802260.000000 Penalty: 5832.209961
	Iteration 62Q: 3 clusters Score -1.780226e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 117891 members 
Entering Unmasked Estep 
Score: -17802272.000000 Penalty: 5832.209961
	Iteration 63Q: 3 clusters Score -1.780227e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 117969 members 
Entering Unmasked Estep 
Score: -17802278.000000 Penalty: 5832.209961
	Iteration 64Q: 3 clusters Score -1.780228e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 118053 members 
Entering Unmasked Estep 
Score: -17802308.000000 Penalty: 5832.209961
	Iteration 65Q: 3 clusters Score -1.780231e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 118125 members 
Entering Unmasked Estep 
Score: -17802326.000000 Penalty: 5832.209961
	Iteration 66Q: 3 clusters Score -1.780233e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 118195 members 
Entering Unmasked Estep 
Score: -17802324.000000 Penalty: 5832.209961
	Iteration 67Q: 3 clusters Score -1.780232e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 118265 members 
Entering Unmasked Estep 
Score: -17802310.000000 Penalty: 5832.209961
	Iteration 68Q: 3 clusters Score -1.780231e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 118313 members 
Entering Unmasked Estep 
Score: -17802314.000000 Penalty: 5832.209961
	Iteration 69Q: 3 clusters Score -1.780231e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 118368 members 
Entering Unmasked Estep 
Score: -17802304.000000 Penalty: 5832.209961
	Iteration 70Q: 3 clusters Score -1.78023e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 118415 members 
Entering Unmasked Estep 
Score: -17802300.000000 Penalty: 5832.209961
	Iteration 71Q: 3 clusters Score -1.78023e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 118446 members 
Entering Unmasked Estep 
Score: -17802310.000000 Penalty: 5832.209961
	Iteration 72Q: 3 clusters Score -1.780231e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 118475 members 
Entering Unmasked Estep 
Score: -17802318.000000 Penalty: 5832.209961
	Iteration 73Q: 3 clusters Score -1.780232e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 118516 members 
Entering Unmasked Estep 
Score: -17802320.000000 Penalty: 5832.209961
	Iteration 74Q: 3 clusters Score -1.780232e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 118553 members 
Entering Unmasked Estep 
Score: -17802346.000000 Penalty: 5832.209961
	Iteration 75Q: 3 clusters Score -1.780235e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 118595 members 
Entering Unmasked Estep 
Score: -17802346.000000 Penalty: 5832.209961
	Iteration 76Q: 3 clusters Score -1.780235e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 118637 members 
Entering Unmasked Estep 
Score: -17802368.000000 Penalty: 5832.209961
	Iteration 77Q: 3 clusters Score -1.780237e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 118676 members 
Entering Unmasked Estep 
Score: -17802342.000000 Penalty: 5832.209961
	Iteration 78Q: 3 clusters Score -1.780234e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 118706 members 
Entering Unmasked Estep 
Score: -17802334.000000 Penalty: 5832.209961
	Iteration 79Q: 3 clusters Score -1.780233e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 118734 members 
Entering Unmasked Estep 
Score: -17802304.000000 Penalty: 5832.209961
	Iteration 80F: 3 clusters Score -1.78023e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 118756 members 
Entering Unmasked Estep 
Score: -17802316.000000 Penalty: 5832.209961
	Iteration 81Q: 3 clusters Score -1.780232e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 118778 members 
Entering Unmasked Estep 
Score: -17802320.000000 Penalty: 5832.209961
	Iteration 82Q: 3 clusters Score -1.780232e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 118807 members 
Entering Unmasked Estep 
Score: -17802300.000000 Penalty: 5832.209961
	Iteration 83Q: 3 clusters Score -1.78023e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 118833 members 
Entering Unmasked Estep 
Score: -17802308.000000 Penalty: 5832.209961
	Iteration 84Q: 3 clusters Score -1.780231e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 118857 members 
Entering Unmasked Estep 
Score: -17802294.000000 Penalty: 5832.209961
	Iteration 85Q: 3 clusters Score -1.780229e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 118885 members 
Entering Unmasked Estep 
Score: -17802302.000000 Penalty: 5832.209961
	Iteration 86Q: 3 clusters Score -1.78023e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 118920 members 
Entering Unmasked Estep 
Score: -17802318.000000 Penalty: 5832.209961
	Iteration 87Q: 3 clusters Score -1.780232e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 118947 members 
Entering Unmasked Estep 
Score: -17802290.000000 Penalty: 5832.209961
	Iteration 88Q: 3 clusters Score -1.780229e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 118984 members 
Entering Unmasked Estep 
Score: -17802300.000000 Penalty: 5832.209961
	Iteration 89Q: 3 clusters Score -1.78023e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 119011 members 
Entering Unmasked Estep 
Score: -17802290.000000 Penalty: 5832.209961
	Iteration 90Q: 3 clusters Score -1.780229e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 119032 members 
Entering Unmasked Estep 
Score: -17802294.000000 Penalty: 5832.209961
	Iteration 91Q: 3 clusters Score -1.780229e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 119054 members 
Entering Unmasked Estep 
Score: -17802272.000000 Penalty: 5832.209961
	Iteration 92Q: 3 clusters Score -1.780227e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 119077 members 
Entering Unmasked Estep 
Score: -17802288.000000 Penalty: 5832.209961
	Iteration 93Q: 3 clusters Score -1.780229e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 119096 members 
Entering Unmasked Estep 
Score: -17802300.000000 Penalty: 5832.209961
	Iteration 94Q: 3 clusters Score -1.78023e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 119115 members 
Entering Unmasked Estep 
Score: -17802314.000000 Penalty: 5832.209961
	Iteration 95Q: 3 clusters Score -1.780231e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 119138 members 
Entering Unmasked Estep 
Score: -17802290.000000 Penalty: 5832.209961
	Iteration 96Q: 3 clusters Score -1.780229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 119152 members 
Entering Unmasked Estep 
Score: -17802312.000000 Penalty: 5832.209961
	Iteration 97Q: 3 clusters Score -1.780231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 119163 members 
Entering Unmasked Estep 
Score: -17802314.000000 Penalty: 5832.209961
	Iteration 98Q: 3 clusters Score -1.780231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 119177 members 
Entering Unmasked Estep 
Score: -17802328.000000 Penalty: 5832.209961
	Iteration 99Q: 3 clusters Score -1.780233e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 119193 members 
Entering Unmasked Estep 
Score: -17802336.000000 Penalty: 5832.209961
	Iteration 100F: 3 clusters Score -1.780234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 119205 members 
Entering Unmasked Estep 
Score: -17802318.000000 Penalty: 5832.209961
	Iteration 101Q: 3 clusters Score -1.780232e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 119221 members 
Entering Unmasked Estep 
Score: -17802314.000000 Penalty: 5832.209961
	Iteration 102Q: 3 clusters Score -1.780231e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 119237 members 
Entering Unmasked Estep 
Score: -17802322.000000 Penalty: 5832.209961
	Iteration 103Q: 3 clusters Score -1.780232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 119248 members 
Entering Unmasked Estep 
Score: -17802308.000000 Penalty: 5832.209961
	Iteration 104Q: 3 clusters Score -1.780231e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 119261 members 
Entering Unmasked Estep 
Score: -17802318.000000 Penalty: 5832.209961
	Iteration 105Q: 3 clusters Score -1.780232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 119273 members 
Entering Unmasked Estep 
Score: -17802332.000000 Penalty: 5832.209961
	Iteration 106Q: 3 clusters Score -1.780233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 119282 members 
Entering Unmasked Estep 
Score: -17802330.000000 Penalty: 5832.209961
	Iteration 107Q: 3 clusters Score -1.780233e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 119297 members 
Entering Unmasked Estep 
Score: -17802320.000000 Penalty: 5832.209961
	Iteration 108Q: 3 clusters Score -1.780232e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 119315 members 
Entering Unmasked Estep 
Score: -17802304.000000 Penalty: 5832.209961
	Iteration 109Q: 3 clusters Score -1.78023e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 119334 members 
Entering Unmasked Estep 
Score: -17802308.000000 Penalty: 5832.209961
	Iteration 110Q: 3 clusters Score -1.780231e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 119352 members 
Entering Unmasked Estep 
Score: -17802320.000000 Penalty: 5832.209961
	Iteration 111Q: 3 clusters Score -1.780232e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 119373 members 
Entering Unmasked Estep 
Score: -17802318.000000 Penalty: 5832.209961
	Iteration 112Q: 3 clusters Score -1.780232e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 119391 members 
Entering Unmasked Estep 
Score: -17802326.000000 Penalty: 5832.209961
	Iteration 113Q: 3 clusters Score -1.780233e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 119413 members 
Entering Unmasked Estep 
Score: -17802310.000000 Penalty: 5832.209961
	Iteration 114Q: 3 clusters Score -1.780231e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 119434 members 
Entering Unmasked Estep 
Score: -17802322.000000 Penalty: 5832.209961
	Iteration 115Q: 3 clusters Score -1.780232e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 119454 members 
Entering Unmasked Estep 
Score: -17802316.000000 Penalty: 5832.209961
	Iteration 116Q: 3 clusters Score -1.780232e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 119474 members 
Entering Unmasked Estep 
Score: -17802340.000000 Penalty: 5832.209961
	Iteration 117Q: 3 clusters Score -1.780234e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 119493 members 
Entering Unmasked Estep 
Score: -17802332.000000 Penalty: 5832.209961
	Iteration 118Q: 3 clusters Score -1.780233e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 119510 members 
Entering Unmasked Estep 
Score: -17802330.000000 Penalty: 5832.209961
	Iteration 119Q: 3 clusters Score -1.780233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 119523 members 
Entering Unmasked Estep 
Score: -17802344.000000 Penalty: 5832.209961
	Iteration 120F: 3 clusters Score -1.780234e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 119535 members 
Entering Unmasked Estep 
Score: -17802324.000000 Penalty: 5832.209961
	Iteration 121Q: 3 clusters Score -1.780232e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 119556 members 
Entering Unmasked Estep 
Score: -17802344.000000 Penalty: 5832.209961
	Iteration 122Q: 3 clusters Score -1.780234e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 119582 members 
Entering Unmasked Estep 
Score: -17802340.000000 Penalty: 5832.209961
	Iteration 123Q: 3 clusters Score -1.780234e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 119608 members 
Entering Unmasked Estep 
Score: -17802338.000000 Penalty: 5832.209961
	Iteration 124Q: 3 clusters Score -1.780234e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 119639 members 
Entering Unmasked Estep 
Score: -17802358.000000 Penalty: 5832.209961
	Iteration 125Q: 3 clusters Score -1.780236e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 119678 members 
Entering Unmasked Estep 
Score: -17802362.000000 Penalty: 5832.209961
	Iteration 126Q: 3 clusters Score -1.780236e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 119713 members 
Entering Unmasked Estep 
Score: -17802368.000000 Penalty: 5832.209961
	Iteration 127Q: 3 clusters Score -1.780237e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 119745 members 
Entering Unmasked Estep 
Score: -17802368.000000 Penalty: 5832.209961
	Iteration 128Q: 3 clusters Score -1.780237e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 119766 members 
Entering Unmasked Estep 
Score: -17802364.000000 Penalty: 5832.209961
	Iteration 129Q: 3 clusters Score -1.780236e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 119784 members 
Entering Unmasked Estep 
Score: -17802386.000000 Penalty: 5832.209961
	Iteration 130Q: 3 clusters Score -1.780239e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 119797 members 
Entering Unmasked Estep 
Score: -17802386.000000 Penalty: 5832.209961
	Iteration 131Q: 3 clusters Score -1.780239e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 119809 members 
Entering Unmasked Estep 
Score: -17802370.000000 Penalty: 5832.209961
	Iteration 132Q: 3 clusters Score -1.780237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 119820 members 
Entering Unmasked Estep 
Score: -17802358.000000 Penalty: 5832.209961
	Iteration 133Q: 3 clusters Score -1.780236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 119827 members 
Entering Unmasked Estep 
Score: -17802364.000000 Penalty: 5832.209961
	Iteration 134Q: 3 clusters Score -1.780236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 119835 members 
Entering Unmasked Estep 
Score: -17802366.000000 Penalty: 5832.209961
	Iteration 135Q: 3 clusters Score -1.780237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 119842 members 
Entering Unmasked Estep 
Score: -17802364.000000 Penalty: 5832.209961
	Iteration 136Q: 3 clusters Score -1.780236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 119851 members 
Entering Unmasked Estep 
Score: -17802352.000000 Penalty: 5832.209961
	Iteration 137Q: 3 clusters Score -1.780235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 119857 members 
Entering Unmasked Estep 
Score: -17802356.000000 Penalty: 5832.209961
	Iteration 138Q: 3 clusters Score -1.780236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 119858 members 
Entering Unmasked Estep 
Score: -17802352.000000 Penalty: 5832.209961
	Iteration 139Q: 3 clusters Score -1.780235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 119859 members 
Entering Unmasked Estep 
Score: -17802354.000000 Penalty: 5832.209961
	Iteration 140F: 3 clusters Score -1.780235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 119860 members 
Entering Unmasked Estep 
Score: -17802358.000000 Penalty: 5832.209961
	Iteration 141Q: 3 clusters Score -1.780236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 119861 members 
Entering Unmasked Estep 
Score: -17802362.000000 Penalty: 5832.209961
	Iteration 142Q: 3 clusters Score -1.780236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 119863 members 
Entering Unmasked Estep 
Score: -17802358.000000 Penalty: 5832.209961
	Iteration 143Q: 3 clusters Score -1.780236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 119863 members 
Entering Unmasked Estep 
Score: -17802364.000000 Penalty: 5832.209961
	Iteration 144Q: 3 clusters Score -1.780236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 119864 members 
Entering Unmasked Estep 
Score: -17802364.000000 Penalty: 5832.209961
	Iteration 145Q: 3 clusters Score -1.780236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 119867 members 
Entering Unmasked Estep 
Score: -17802374.000000 Penalty: 5832.209961
	Iteration 146Q: 3 clusters Score -1.780237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 119870 members 
Entering Unmasked Estep 
Score: -17802370.000000 Penalty: 5832.209961
	Iteration 147Q: 3 clusters Score -1.780237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 119870 members 
Entering Unmasked Estep 
Score: -17802370.000000 Penalty: 5832.209961
	Iteration 148F: 3 clusters Score -1.780237e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Entering Unmasked Estep 
Score: -435635.875000 Penalty: 2002.667358
	Iteration 0F: 2 clusters Score -435635.9 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 1612 members 
Entering Unmasked Estep 
Score: -432282.312500 Penalty: 4005.334717
	Iteration 0F: 3 clusters Score -432282.3 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -433045.031250 Penalty: 4005.334717
	Iteration 1F: 3 clusters Score -433045 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -433237.906250 Penalty: 4005.334717
	Iteration 2F: 3 clusters Score -433237.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -433369.843750 Penalty: 4005.334717
	Iteration 3Q: 3 clusters Score -433369.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -433483.156250 Penalty: 4005.334717
	Iteration 4Q: 3 clusters Score -433483.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -433614.406250 Penalty: 4005.334717
	Iteration 5Q: 3 clusters Score -433614.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -433733.406250 Penalty: 4005.334717
	Iteration 6Q: 3 clusters Score -433733.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -433846.156250 Penalty: 4005.334717
	Iteration 7Q: 3 clusters Score -433846.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -433982.718750 Penalty: 4005.334717
	Iteration 8Q: 3 clusters Score -433982.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -434146.593750 Penalty: 4005.334717
	Iteration 9Q: 3 clusters Score -434146.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -434303.687500 Penalty: 4005.334717
	Iteration 10Q: 3 clusters Score -434303.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -434435.812500 Penalty: 4005.334717
	Iteration 11Q: 3 clusters Score -434435.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -434511.468750 Penalty: 4005.334717
	Iteration 12Q: 3 clusters Score -434511.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -434559.906250 Penalty: 4005.334717
	Iteration 13Q: 3 clusters Score -434559.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -434589.531250 Penalty: 4005.334717
	Iteration 14Q: 3 clusters Score -434589.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -434607.781250 Penalty: 4005.334717
	Iteration 15Q: 3 clusters Score -434607.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -434623.375000 Penalty: 4005.334717
	Iteration 16Q: 3 clusters Score -434623.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -434632.875000 Penalty: 4005.334717
	Iteration 17Q: 3 clusters Score -434632.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -434644.593750 Penalty: 4005.334717
	Iteration 18Q: 3 clusters Score -434644.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -434659.125000 Penalty: 4005.334717
	Iteration 19Q: 3 clusters Score -434659.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -434673.187500 Penalty: 4005.334717
	Iteration 20F: 3 clusters Score -434673.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -434684.625000 Penalty: 4005.334717
	Iteration 21Q: 3 clusters Score -434684.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -434701.187500 Penalty: 4005.334717
	Iteration 22Q: 3 clusters Score -434701.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -434714.843750 Penalty: 4005.334717
	Iteration 23Q: 3 clusters Score -434714.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -434731.906250 Penalty: 4005.334717
	Iteration 24Q: 3 clusters Score -434731.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -434750.062500 Penalty: 4005.334717
	Iteration 25Q: 3 clusters Score -434750.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -434771.218750 Penalty: 4005.334717
	Iteration 26Q: 3 clusters Score -434771.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -434800.437500 Penalty: 4005.334717
	Iteration 27Q: 3 clusters Score -434800.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -434843.843750 Penalty: 4005.334717
	Iteration 28Q: 3 clusters Score -434843.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -434888.812500 Penalty: 4005.334717
	Iteration 29Q: 3 clusters Score -434888.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -434919.968750 Penalty: 4005.334717
	Iteration 30Q: 3 clusters Score -434920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -434941.000000 Penalty: 4005.334717
	Iteration 31Q: 3 clusters Score -434941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -434951.843750 Penalty: 4005.334717
	Iteration 32Q: 3 clusters Score -434951.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -434956.687500 Penalty: 4005.334717
	Iteration 33Q: 3 clusters Score -434956.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -434961.187500 Penalty: 4005.334717
	Iteration 34Q: 3 clusters Score -434961.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -434964.062500 Penalty: 4005.334717
	Iteration 35Q: 3 clusters Score -434964.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -434965.656250 Penalty: 4005.334717
	Iteration 36Q: 3 clusters Score -434965.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -434965.593750 Penalty: 4005.334717
	Iteration 37Q: 3 clusters Score -434965.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -434965.593750 Penalty: 4005.334717
	Iteration 38F: 3 clusters Score -434965.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Entering Unmasked Estep 
Score: -3773362.500000 Penalty: 2539.465820
	Iteration 0F: 2 clusters Score -3773362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -3753999.500000 Penalty: 5078.931641
	Iteration 0F: 3 clusters Score -3754000 nChanged 12647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -3761051.500000 Penalty: 5078.931641
	Iteration 1F: 3 clusters Score -3761052 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -3761664.750000 Penalty: 5078.931641
	Iteration 2F: 3 clusters Score -3761665 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -3762205.750000 Penalty: 5078.931641
	Iteration 3Q: 3 clusters Score -3762206 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -3762765.750000 Penalty: 5078.931641
	Iteration 4Q: 3 clusters Score -3762766 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -3763487.750000 Penalty: 5078.931641
	Iteration 5Q: 3 clusters Score -3763488 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -3764394.750000 Penalty: 5078.931641
	Iteration 6F: 3 clusters Score -3764395 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -3765631.500000 Penalty: 5078.931641
	Iteration 7F: 3 clusters Score -3765632 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -3766975.750000 Penalty: 5078.931641
	Iteration 8F: 3 clusters Score -3766976 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -3768242.250000 Penalty: 5078.931641
	Iteration 9F: 3 clusters Score -3768242 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -3769136.500000 Penalty: 5078.931641
	Iteration 10Q: 3 clusters Score -3769136 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -3769713.250000 Penalty: 5078.931641
	Iteration 11Q: 3 clusters Score -3769713 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -3770148.500000 Penalty: 5078.931641
	Iteration 12Q: 3 clusters Score -3770148 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -3770443.750000 Penalty: 5078.931641
	Iteration 13Q: 3 clusters Score -3770444 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -3770678.250000 Penalty: 5078.931641
	Iteration 14Q: 3 clusters Score -3770678 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -3770848.500000 Penalty: 5078.931641
	Iteration 15Q: 3 clusters Score -3770848 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3770985.250000 Penalty: 5078.931641
	Iteration 16Q: 3 clusters Score -3770985 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -3771101.500000 Penalty: 5078.931641
	Iteration 17Q: 3 clusters Score -3771102 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -3771231.500000 Penalty: 5078.931641
	Iteration 18Q: 3 clusters Score -3771232 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -3771321.500000 Penalty: 5078.931641
	Iteration 19Q: 3 clusters Score -3771322 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3771428.250000 Penalty: 5078.931641
	Iteration 20F: 3 clusters Score -3771428 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3771497.500000 Penalty: 5078.931641
	Iteration 21Q: 3 clusters Score -3771498 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3771556.750000 Penalty: 5078.931641
	Iteration 22Q: 3 clusters Score -3771557 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3771603.750000 Penalty: 5078.931641
	Iteration 23Q: 3 clusters Score -3771604 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3771659.000000 Penalty: 5078.931641
	Iteration 24Q: 3 clusters Score -3771659 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3771694.000000 Penalty: 5078.931641
	Iteration 25Q: 3 clusters Score -3771694 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3771730.250000 Penalty: 5078.931641
	Iteration 26Q: 3 clusters Score -3771730 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3771755.750000 Penalty: 5078.931641
	Iteration 27Q: 3 clusters Score -3771756 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3771793.000000 Penalty: 5078.931641
	Iteration 28Q: 3 clusters Score -3771793 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3771804.000000 Penalty: 5078.931641
	Iteration 29Q: 3 clusters Score -3771804 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3771833.500000 Penalty: 5078.931641
	Iteration 30Q: 3 clusters Score -3771834 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3771847.500000 Penalty: 5078.931641
	Iteration 31Q: 3 clusters Score -3771848 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3771878.250000 Penalty: 5078.931641
	Iteration 32Q: 3 clusters Score -3771878 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3771896.000000 Penalty: 5078.931641
	Iteration 33Q: 3 clusters Score -3771896 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3771921.250000 Penalty: 5078.931641
	Iteration 34Q: 3 clusters Score -3771921 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3771933.250000 Penalty: 5078.931641
	Iteration 35Q: 3 clusters Score -3771933 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3771957.250000 Penalty: 5078.931641
	Iteration 36Q: 3 clusters Score -3771957 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3771969.250000 Penalty: 5078.931641
	Iteration 37Q: 3 clusters Score -3771969 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3771991.750000 Penalty: 5078.931641
	Iteration 38Q: 3 clusters Score -3771992 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3771994.000000 Penalty: 5078.931641
	Iteration 39Q: 3 clusters Score -3771994 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3771991.500000 Penalty: 5078.931641
	Iteration 40F: 3 clusters Score -3771992 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3772008.500000 Penalty: 5078.931641
	Iteration 41Q: 3 clusters Score -3772008 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3772022.250000 Penalty: 5078.931641
	Iteration 42Q: 3 clusters Score -3772022 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3772030.750000 Penalty: 5078.931641
	Iteration 43Q: 3 clusters Score -3772031 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3772048.000000 Penalty: 5078.931641
	Iteration 44Q: 3 clusters Score -3772048 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3772065.500000 Penalty: 5078.931641
	Iteration 45Q: 3 clusters Score -3772066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3772069.750000 Penalty: 5078.931641
	Iteration 46Q: 3 clusters Score -3772070 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3772077.500000 Penalty: 5078.931641
	Iteration 47Q: 3 clusters Score -3772078 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3772087.750000 Penalty: 5078.931641
	Iteration 48Q: 3 clusters Score -3772088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3772099.500000 Penalty: 5078.931641
	Iteration 49Q: 3 clusters Score -3772100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3772119.250000 Penalty: 5078.931641
	Iteration 50Q: 3 clusters Score -3772119 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25593 members 
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Entering Unmasked Estep 
Score: -3772125.500000 Penalty: 5078.931641
	Iteration 51Q: 3 clusters Score -3772126 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3772145.750000 Penalty: 5078.931641
	Iteration 52Q: 3 clusters Score -3772146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3772156.750000 Penalty: 5078.931641
	Iteration 53Q: 3 clusters Score -3772157 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3772179.500000 Penalty: 5078.931641
	Iteration 54Q: 3 clusters Score -3772180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3772200.500000 Penalty: 5078.931641
	Iteration 55Q: 3 clusters Score -3772200 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3772220.750000 Penalty: 5078.931641
	Iteration 56Q: 3 clusters Score -3772221 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3772247.750000 Penalty: 5078.931641
	Iteration 57Q: 3 clusters Score -3772248 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3772266.500000 Penalty: 5078.931641
	Iteration 58Q: 3 clusters Score -3772266 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3772295.250000 Penalty: 5078.931641
	Iteration 59Q: 3 clusters Score -3772295 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3772319.250000 Penalty: 5078.931641
	Iteration 60F: 3 clusters Score -3772319 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3772343.000000 Penalty: 5078.931641
	Iteration 61Q: 3 clusters Score -3772343 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3772360.250000 Penalty: 5078.931641
	Iteration 62Q: 3 clusters Score -3772360 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3772365.750000 Penalty: 5078.931641
	Iteration 63Q: 3 clusters Score -3772366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3772366.500000 Penalty: 5078.931641
	Iteration 64Q: 3 clusters Score -3772366 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3772381.500000 Penalty: 5078.931641
	Iteration 65Q: 3 clusters Score -3772382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3772384.500000 Penalty: 5078.931641
	Iteration 66Q: 3 clusters Score -3772384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3772383.750000 Penalty: 5078.931641
	Iteration 67Q: 3 clusters Score -3772384 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3772402.500000 Penalty: 5078.931641
	Iteration 68Q: 3 clusters Score -3772402 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3772412.750000 Penalty: 5078.931641
	Iteration 69Q: 3 clusters Score -3772413 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3772420.750000 Penalty: 5078.931641
	Iteration 70Q: 3 clusters Score -3772421 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3772437.000000 Penalty: 5078.931641
	Iteration 71Q: 3 clusters Score -3772437 nChanged 37
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Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3772448.000000 Penalty: 5078.931641
	Iteration 72Q: 3 clusters Score -3772448 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25538 members 
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Entering Unmasked Estep 
Score: -3772458.250000 Penalty: 5078.931641
	Iteration 73Q: 3 clusters Score -3772458 nChanged 47
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Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3772491.000000 Penalty: 5078.931641
	Iteration 74Q: 3 clusters Score -3772491 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3772507.000000 Penalty: 5078.931641
	Iteration 75Q: 3 clusters Score -3772507 nChanged 48
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Mstep: Class 1 contains 25560 members 
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Entering Unmasked Estep 
Score: -3772527.500000 Penalty: 5078.931641
	Iteration 76Q: 3 clusters Score -3772528 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3772556.750000 Penalty: 5078.931641
	Iteration 77Q: 3 clusters Score -3772557 nChanged 61
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Mstep: Class 1 contains 25557 members 
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Entering Unmasked Estep 
Score: -3772572.000000 Penalty: 5078.931641
	Iteration 78Q: 3 clusters Score -3772572 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3772598.000000 Penalty: 5078.931641
	Iteration 79Q: 3 clusters Score -3772598 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25537 members 
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Entering Unmasked Estep 
Score: -3772623.500000 Penalty: 5078.931641
	Iteration 80F: 3 clusters Score -3772624 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3772635.250000 Penalty: 5078.931641
	Iteration 81Q: 3 clusters Score -3772635 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3772652.500000 Penalty: 5078.931641
	Iteration 82Q: 3 clusters Score -3772652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3772664.000000 Penalty: 5078.931641
	Iteration 83Q: 3 clusters Score -3772664 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25446 members 
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Entering Unmasked Estep 
Score: -3772671.250000 Penalty: 5078.931641
	Iteration 84Q: 3 clusters Score -3772671 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3772682.000000 Penalty: 5078.931641
	Iteration 85Q: 3 clusters Score -3772682 nChanged 45
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Mstep: Class 1 contains 25410 members 
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Entering Unmasked Estep 
Score: -3772693.500000 Penalty: 5078.931641
	Iteration 86Q: 3 clusters Score -3772694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3772708.000000 Penalty: 5078.931641
	Iteration 87Q: 3 clusters Score -3772708 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -3772725.250000 Penalty: 5078.931641
	Iteration 88Q: 3 clusters Score -3772725 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3772756.500000 Penalty: 5078.931641
	Iteration 89Q: 3 clusters Score -3772756 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3772763.250000 Penalty: 5078.931641
	Iteration 90Q: 3 clusters Score -3772763 nChanged 72
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Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3772785.000000 Penalty: 5078.931641
	Iteration 91Q: 3 clusters Score -3772785 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3772802.500000 Penalty: 5078.931641
	Iteration 92Q: 3 clusters Score -3772802 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3772810.500000 Penalty: 5078.931641
	Iteration 93Q: 3 clusters Score -3772810 nChanged 37
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Mstep: Class 1 contains 25269 members 
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Entering Unmasked Estep 
Score: -3772818.500000 Penalty: 5078.931641
	Iteration 94Q: 3 clusters Score -3772818 nChanged 23
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Mstep: Class 1 contains 25254 members 
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Entering Unmasked Estep 
Score: -3772826.500000 Penalty: 5078.931641
	Iteration 95Q: 3 clusters Score -3772826 nChanged 15
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Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3772830.750000 Penalty: 5078.931641
	Iteration 96Q: 3 clusters Score -3772831 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25250 members 
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Entering Unmasked Estep 
Score: -3772826.750000 Penalty: 5078.931641
	Iteration 97Q: 3 clusters Score -3772827 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -3772834.500000 Penalty: 5078.931641
	Iteration 98Q: 3 clusters Score -3772834 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3772831.250000 Penalty: 5078.931641
	Iteration 99Q: 3 clusters Score -3772831 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3772840.000000 Penalty: 5078.931641
	Iteration 100F: 3 clusters Score -3772840 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3772840.250000 Penalty: 5078.931641
	Iteration 101Q: 3 clusters Score -3772840 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3772842.500000 Penalty: 5078.931641
	Iteration 102Q: 3 clusters Score -3772842 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3772846.000000 Penalty: 5078.931641
	Iteration 103Q: 3 clusters Score -3772846 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3772842.000000 Penalty: 5078.931641
	Iteration 104Q: 3 clusters Score -3772842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3772848.750000 Penalty: 5078.931641
	Iteration 105Q: 3 clusters Score -3772849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3772843.250000 Penalty: 5078.931641
	Iteration 106Q: 3 clusters Score -3772843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3772847.000000 Penalty: 5078.931641
	Iteration 107Q: 3 clusters Score -3772847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3772853.500000 Penalty: 5078.931641
	Iteration 108Q: 3 clusters Score -3772854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -3772853.250000 Penalty: 5078.931641
	Iteration 109Q: 3 clusters Score -3772853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3772856.500000 Penalty: 5078.931641
	Iteration 110Q: 3 clusters Score -3772856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3772864.000000 Penalty: 5078.931641
	Iteration 111Q: 3 clusters Score -3772864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3772866.000000 Penalty: 5078.931641
	Iteration 112Q: 3 clusters Score -3772866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3772869.750000 Penalty: 5078.931641
	Iteration 113Q: 3 clusters Score -3772870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -3772872.750000 Penalty: 5078.931641
	Iteration 114Q: 3 clusters Score -3772873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3772876.000000 Penalty: 5078.931641
	Iteration 115Q: 3 clusters Score -3772876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3772874.250000 Penalty: 5078.931641
	Iteration 116Q: 3 clusters Score -3772874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3772886.500000 Penalty: 5078.931641
	Iteration 117Q: 3 clusters Score -3772886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3772885.000000 Penalty: 5078.931641
	Iteration 118Q: 3 clusters Score -3772885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3772885.500000 Penalty: 5078.931641
	Iteration 119Q: 3 clusters Score -3772886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3772885.000000 Penalty: 5078.931641
	Iteration 120F: 3 clusters Score -3772885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -3772879.750000 Penalty: 5078.931641
	Iteration 121Q: 3 clusters Score -3772880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -3772882.500000 Penalty: 5078.931641
	Iteration 122Q: 3 clusters Score -3772882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -3772882.000000 Penalty: 5078.931641
	Iteration 123Q: 3 clusters Score -3772882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3772881.750000 Penalty: 5078.931641
	Iteration 124Q: 3 clusters Score -3772882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3772884.250000 Penalty: 5078.931641
	Iteration 125Q: 3 clusters Score -3772884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3772882.000000 Penalty: 5078.931641
	Iteration 126Q: 3 clusters Score -3772882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3772882.250000 Penalty: 5078.931641
	Iteration 127Q: 3 clusters Score -3772882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3772883.500000 Penalty: 5078.931641
	Iteration 128Q: 3 clusters Score -3772884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -3772882.250000 Penalty: 5078.931641
	Iteration 129Q: 3 clusters Score -3772882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -3772890.000000 Penalty: 5078.931641
	Iteration 130Q: 3 clusters Score -3772890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3772892.250000 Penalty: 5078.931641
	Iteration 131Q: 3 clusters Score -3772892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3772893.750000 Penalty: 5078.931641
	Iteration 132Q: 3 clusters Score -3772894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -3772892.250000 Penalty: 5078.931641
	Iteration 133Q: 3 clusters Score -3772892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3772890.250000 Penalty: 5078.931641
	Iteration 134Q: 3 clusters Score -3772890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3772895.500000 Penalty: 5078.931641
	Iteration 135Q: 3 clusters Score -3772896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3772893.750000 Penalty: 5078.931641
	Iteration 136Q: 3 clusters Score -3772894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3772895.250000 Penalty: 5078.931641
	Iteration 137Q: 3 clusters Score -3772895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3772895.500000 Penalty: 5078.931641
	Iteration 138Q: 3 clusters Score -3772896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3772894.000000 Penalty: 5078.931641
	Iteration 139Q: 3 clusters Score -3772894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3772890.000000 Penalty: 5078.931641
	Iteration 140F: 3 clusters Score -3772890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -395361.781250 Penalty: 1977.598877
	Iteration 0F: 2 clusters Score -395361.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -392172.718750 Penalty: 3955.197754
	Iteration 0F: 3 clusters Score -392172.7 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -392834.031250 Penalty: 3955.197754
	Iteration 1F: 3 clusters Score -392834 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -393003.312500 Penalty: 3955.197754
	Iteration 2F: 3 clusters Score -393003.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -393104.656250 Penalty: 3955.197754
	Iteration 3Q: 3 clusters Score -393104.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -393173.843750 Penalty: 3955.197754
	Iteration 4Q: 3 clusters Score -393173.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -393227.375000 Penalty: 3955.197754
	Iteration 5Q: 3 clusters Score -393227.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -393282.968750 Penalty: 3955.197754
	Iteration 6Q: 3 clusters Score -393283 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -393347.562500 Penalty: 3955.197754
	Iteration 7Q: 3 clusters Score -393347.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -393409.343750 Penalty: 3955.197754
	Iteration 8Q: 3 clusters Score -393409.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -393494.500000 Penalty: 3955.197754
	Iteration 9Q: 3 clusters Score -393494.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -393569.906250 Penalty: 3955.197754
	Iteration 10Q: 3 clusters Score -393569.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -393643.156250 Penalty: 3955.197754
	Iteration 11Q: 3 clusters Score -393643.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -393695.656250 Penalty: 3955.197754
	Iteration 12Q: 3 clusters Score -393695.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -393752.843750 Penalty: 3955.197754
	Iteration 13Q: 3 clusters Score -393752.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -393791.531250 Penalty: 3955.197754
	Iteration 14Q: 3 clusters Score -393791.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -393827.343750 Penalty: 3955.197754
	Iteration 15Q: 3 clusters Score -393827.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -393852.062500 Penalty: 3955.197754
	Iteration 16Q: 3 clusters Score -393852.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -393878.093750 Penalty: 3955.197754
	Iteration 17Q: 3 clusters Score -393878.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -393899.406250 Penalty: 3955.197754
	Iteration 18Q: 3 clusters Score -393899.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -393918.500000 Penalty: 3955.197754
	Iteration 19Q: 3 clusters Score -393918.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -393935.625000 Penalty: 3955.197754
	Iteration 20F: 3 clusters Score -393935.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -393943.031250 Penalty: 3955.197754
	Iteration 21Q: 3 clusters Score -393943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -393956.000000 Penalty: 3955.197754
	Iteration 22Q: 3 clusters Score -393956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -393980.468750 Penalty: 3955.197754
	Iteration 23Q: 3 clusters Score -393980.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -393999.968750 Penalty: 3955.197754
	Iteration 24Q: 3 clusters Score -394000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -394014.218750 Penalty: 3955.197754
	Iteration 25Q: 3 clusters Score -394014.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -394035.750000 Penalty: 3955.197754
	Iteration 26Q: 3 clusters Score -394035.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -394059.750000 Penalty: 3955.197754
	Iteration 27Q: 3 clusters Score -394059.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -394077.343750 Penalty: 3955.197754
	Iteration 28Q: 3 clusters Score -394077.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -394091.875000 Penalty: 3955.197754
	Iteration 29Q: 3 clusters Score -394091.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -394101.343750 Penalty: 3955.197754
	Iteration 30Q: 3 clusters Score -394101.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -394107.750000 Penalty: 3955.197754
	Iteration 31Q: 3 clusters Score -394107.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -394113.343750 Penalty: 3955.197754
	Iteration 32Q: 3 clusters Score -394113.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -394116.781250 Penalty: 3955.197754
	Iteration 33Q: 3 clusters Score -394116.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -394119.812500 Penalty: 3955.197754
	Iteration 34Q: 3 clusters Score -394119.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -394122.250000 Penalty: 3955.197754
	Iteration 35Q: 3 clusters Score -394122.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -394124.406250 Penalty: 3955.197754
	Iteration 36Q: 3 clusters Score -394124.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -394128.437500 Penalty: 3955.197754
	Iteration 37Q: 3 clusters Score -394128.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -394132.687500 Penalty: 3955.197754
	Iteration 38Q: 3 clusters Score -394132.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -394133.750000 Penalty: 3955.197754
	Iteration 39Q: 3 clusters Score -394133.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -394136.812500 Penalty: 3955.197754
	Iteration 40F: 3 clusters Score -394136.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -394142.093750 Penalty: 3955.197754
	Iteration 41Q: 3 clusters Score -394142.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -394148.718750 Penalty: 3955.197754
	Iteration 42Q: 3 clusters Score -394148.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -394149.718750 Penalty: 3955.197754
	Iteration 43Q: 3 clusters Score -394149.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -394153.000000 Penalty: 3955.197754
	Iteration 44Q: 3 clusters Score -394153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -394154.562500 Penalty: 3955.197754
	Iteration 45Q: 3 clusters Score -394154.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -394154.937500 Penalty: 3955.197754
	Iteration 46Q: 3 clusters Score -394154.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -394154.937500 Penalty: 3955.197754
	Iteration 47F: 3 clusters Score -394154.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Entering Unmasked Estep 
Score: -918691.500000 Penalty: 2191.924805
	Iteration 0F: 2 clusters Score -918691.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -912983.125000 Penalty: 4383.849609
	Iteration 0F: 3 clusters Score -912983.1 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -914559.875000 Penalty: 4383.849609
	Iteration 1F: 3 clusters Score -914559.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -914959.812500 Penalty: 4383.849609
	Iteration 2F: 3 clusters Score -914959.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -915294.187500 Penalty: 4383.849609
	Iteration 3F: 3 clusters Score -915294.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -915613.875000 Penalty: 4383.849609
	Iteration 4F: 3 clusters Score -915613.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -915942.437500 Penalty: 4383.849609
	Iteration 5F: 3 clusters Score -915942.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -916183.750000 Penalty: 4383.849609
	Iteration 6F: 3 clusters Score -916183.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -916395.687500 Penalty: 4383.849609
	Iteration 7Q: 3 clusters Score -916395.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -916601.375000 Penalty: 4383.849609
	Iteration 8Q: 3 clusters Score -916601.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -916789.437500 Penalty: 4383.849609
	Iteration 9Q: 3 clusters Score -916789.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -916973.687500 Penalty: 4383.849609
	Iteration 10Q: 3 clusters Score -916973.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -917145.250000 Penalty: 4383.849609
	Iteration 11Q: 3 clusters Score -917145.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -917282.875000 Penalty: 4383.849609
	Iteration 12Q: 3 clusters Score -917282.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -917385.625000 Penalty: 4383.849609
	Iteration 13Q: 3 clusters Score -917385.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -917483.875000 Penalty: 4383.849609
	Iteration 14Q: 3 clusters Score -917483.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -917568.250000 Penalty: 4383.849609
	Iteration 15Q: 3 clusters Score -917568.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -917645.687500 Penalty: 4383.849609
	Iteration 16Q: 3 clusters Score -917645.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -917714.312500 Penalty: 4383.849609
	Iteration 17Q: 3 clusters Score -917714.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -917787.875000 Penalty: 4383.849609
	Iteration 18Q: 3 clusters Score -917787.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -917857.625000 Penalty: 4383.849609
	Iteration 19Q: 3 clusters Score -917857.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -917932.312500 Penalty: 4383.849609
	Iteration 20F: 3 clusters Score -917932.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -917995.437500 Penalty: 4383.849609
	Iteration 21Q: 3 clusters Score -917995.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -918063.687500 Penalty: 4383.849609
	Iteration 22Q: 3 clusters Score -918063.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -918133.187500 Penalty: 4383.849609
	Iteration 23Q: 3 clusters Score -918133.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -918188.312500 Penalty: 4383.849609
	Iteration 24Q: 3 clusters Score -918188.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -918237.937500 Penalty: 4383.849609
	Iteration 25Q: 3 clusters Score -918237.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -918286.312500 Penalty: 4383.849609
	Iteration 26Q: 3 clusters Score -918286.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -918321.562500 Penalty: 4383.849609
	Iteration 27Q: 3 clusters Score -918321.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -918339.312500 Penalty: 4383.849609
	Iteration 28Q: 3 clusters Score -918339.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -918349.437500 Penalty: 4383.849609
	Iteration 29Q: 3 clusters Score -918349.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -918360.250000 Penalty: 4383.849609
	Iteration 30Q: 3 clusters Score -918360.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -918368.062500 Penalty: 4383.849609
	Iteration 31Q: 3 clusters Score -918368.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -918383.187500 Penalty: 4383.849609
	Iteration 32Q: 3 clusters Score -918383.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -918388.625000 Penalty: 4383.849609
	Iteration 33Q: 3 clusters Score -918388.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -918395.000000 Penalty: 4383.849609
	Iteration 34Q: 3 clusters Score -918395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -918403.937500 Penalty: 4383.849609
	Iteration 35Q: 3 clusters Score -918403.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -918406.312500 Penalty: 4383.849609
	Iteration 36Q: 3 clusters Score -918406.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -918409.437500 Penalty: 4383.849609
	Iteration 37Q: 3 clusters Score -918409.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -918410.750000 Penalty: 4383.849609
	Iteration 38Q: 3 clusters Score -918410.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -918414.750000 Penalty: 4383.849609
	Iteration 39Q: 3 clusters Score -918414.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -918412.875000 Penalty: 4383.849609
	Iteration 40F: 3 clusters Score -918412.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -918414.437500 Penalty: 4383.849609
	Iteration 41Q: 3 clusters Score -918414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -918414.812500 Penalty: 4383.849609
	Iteration 42Q: 3 clusters Score -918414.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -918415.437500 Penalty: 4383.849609
	Iteration 43Q: 3 clusters Score -918415.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -918415.437500 Penalty: 4383.849609
	Iteration 44F: 3 clusters Score -918415.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -44965.480469 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -44965.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43616.800781 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -43616.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43798.277344 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -43798.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43869.726562 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -43869.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43885.566406 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -43885.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43900.613281 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -43900.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43901.832031 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -43901.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43901.832031 Penalty: 2918.127930
	Iteration 6F: 3 clusters Score -43901.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (55580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Entering Unmasked Estep 
Score: -7808445.500000 Penalty: 2709.543701
	Iteration 0F: 2 clusters Score -7808446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -7770881.000000 Penalty: 5419.087402
	Iteration 0F: 3 clusters Score -7770881 nChanged 25841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -7785404.000000 Penalty: 5419.087402
	Iteration 1F: 3 clusters Score -7785404 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -7785999.000000 Penalty: 5419.087402
	Iteration 2Q: 3 clusters Score -7785999 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -7786748.500000 Penalty: 5419.087402
	Iteration 3Q: 3 clusters Score -7786748 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -7787844.000000 Penalty: 5419.087402
	Iteration 4Q: 3 clusters Score -7787844 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -7789667.000000 Penalty: 5419.087402
	Iteration 5F: 3 clusters Score -7789667 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -7792600.000000 Penalty: 5419.087402
	Iteration 6F: 3 clusters Score -7792600 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -7796476.000000 Penalty: 5419.087402
	Iteration 7F: 3 clusters Score -7796476 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -7800377.500000 Penalty: 5419.087402
	Iteration 8F: 3 clusters Score -7800378 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -7803203.000000 Penalty: 5419.087402
	Iteration 9F: 3 clusters Score -7803203 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -7804731.000000 Penalty: 5419.087402
	Iteration 10Q: 3 clusters Score -7804731 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -7805428.000000 Penalty: 5419.087402
	Iteration 11Q: 3 clusters Score -7805428 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 51660 members 
Entering Unmasked Estep 
Score: -7805860.500000 Penalty: 5419.087402
	Iteration 12Q: 3 clusters Score -7805860 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -7806141.000000 Penalty: 5419.087402
	Iteration 13Q: 3 clusters Score -7806141 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 52493 members 
Entering Unmasked Estep 
Score: -7806393.500000 Penalty: 5419.087402
	Iteration 14Q: 3 clusters Score -7806394 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -7806549.500000 Penalty: 5419.087402
	Iteration 15Q: 3 clusters Score -7806550 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -7806638.500000 Penalty: 5419.087402
	Iteration 16Q: 3 clusters Score -7806638 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -7806730.500000 Penalty: 5419.087402
	Iteration 17Q: 3 clusters Score -7806730 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -7806808.500000 Penalty: 5419.087402
	Iteration 18Q: 3 clusters Score -7806808 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -7806851.500000 Penalty: 5419.087402
	Iteration 19Q: 3 clusters Score -7806852 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 53577 members 
Entering Unmasked Estep 
Score: -7806890.500000 Penalty: 5419.087402
	Iteration 20F: 3 clusters Score -7806890 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 53665 members 
Entering Unmasked Estep 
Score: -7806933.500000 Penalty: 5419.087402
	Iteration 21Q: 3 clusters Score -7806934 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -7806955.000000 Penalty: 5419.087402
	Iteration 22Q: 3 clusters Score -7806955 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 53785 members 
Entering Unmasked Estep 
Score: -7806960.500000 Penalty: 5419.087402
	Iteration 23Q: 3 clusters Score -7806960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -7806960.000000 Penalty: 5419.087402
	Iteration 24Q: 3 clusters Score -7806960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 53856 members 
Entering Unmasked Estep 
Score: -7806973.000000 Penalty: 5419.087402
	Iteration 25Q: 3 clusters Score -7806973 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 53890 members 
Entering Unmasked Estep 
Score: -7806958.500000 Penalty: 5419.087402
	Iteration 26Q: 3 clusters Score -7806958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -7806971.000000 Penalty: 5419.087402
	Iteration 27Q: 3 clusters Score -7806971 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -7806999.500000 Penalty: 5419.087402
	Iteration 28Q: 3 clusters Score -7807000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 53975 members 
Entering Unmasked Estep 
Score: -7806995.000000 Penalty: 5419.087402
	Iteration 29Q: 3 clusters Score -7806995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 54000 members 
Entering Unmasked Estep 
Score: -7807005.500000 Penalty: 5419.087402
	Iteration 30Q: 3 clusters Score -7807006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 54025 members 
Entering Unmasked Estep 
Score: -7807021.500000 Penalty: 5419.087402
	Iteration 31Q: 3 clusters Score -7807022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -7807024.000000 Penalty: 5419.087402
	Iteration 32Q: 3 clusters Score -7807024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -7807033.500000 Penalty: 5419.087402
	Iteration 33Q: 3 clusters Score -7807034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -7807041.000000 Penalty: 5419.087402
	Iteration 34Q: 3 clusters Score -7807041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
Score: -7807048.000000 Penalty: 5419.087402
	Iteration 35Q: 3 clusters Score -7807048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 54105 members 
Entering Unmasked Estep 
Score: -7807052.500000 Penalty: 5419.087402
	Iteration 36Q: 3 clusters Score -7807052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 54123 members 
Entering Unmasked Estep 
Score: -7807053.000000 Penalty: 5419.087402
	Iteration 37Q: 3 clusters Score -7807053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 54135 members 
Entering Unmasked Estep 
Score: -7807053.500000 Penalty: 5419.087402
	Iteration 38Q: 3 clusters Score -7807054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -7807059.000000 Penalty: 5419.087402
	Iteration 39Q: 3 clusters Score -7807059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -7807070.000000 Penalty: 5419.087402
	Iteration 40F: 3 clusters Score -7807070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -7807070.500000 Penalty: 5419.087402
	Iteration 41Q: 3 clusters Score -7807070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 54174 members 
Entering Unmasked Estep 
Score: -7807072.000000 Penalty: 5419.087402
	Iteration 42Q: 3 clusters Score -7807072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 54177 members 
Entering Unmasked Estep 
Score: -7807077.500000 Penalty: 5419.087402
	Iteration 43Q: 3 clusters Score -7807078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -7807075.500000 Penalty: 5419.087402
	Iteration 44Q: 3 clusters Score -7807076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -7807079.000000 Penalty: 5419.087402
	Iteration 45Q: 3 clusters Score -7807079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 54196 members 
Entering Unmasked Estep 
Score: -7807080.000000 Penalty: 5419.087402
	Iteration 46Q: 3 clusters Score -7807080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -7807076.500000 Penalty: 5419.087402
	Iteration 47Q: 3 clusters Score -7807076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 54212 members 
Entering Unmasked Estep 
Score: -7807073.000000 Penalty: 5419.087402
	Iteration 48Q: 3 clusters Score -7807073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -7807061.500000 Penalty: 5419.087402
	Iteration 49Q: 3 clusters Score -7807062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 54216 members 
Entering Unmasked Estep 
Score: -7807067.000000 Penalty: 5419.087402
	Iteration 50Q: 3 clusters Score -7807067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 54217 members 
Entering Unmasked Estep 
Score: -7807071.500000 Penalty: 5419.087402
	Iteration 51Q: 3 clusters Score -7807072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -7807069.000000 Penalty: 5419.087402
	Iteration 52Q: 3 clusters Score -7807069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -7807069.000000 Penalty: 5419.087402
	Iteration 53F: 3 clusters Score -7807069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Entering Unmasked Estep 
Score: -2397021.000000 Penalty: 2423.076660
	Iteration 0F: 2 clusters Score -2397021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2384479.750000 Penalty: 4846.153320
	Iteration 0F: 3 clusters Score -2384480 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2388657.000000 Penalty: 4846.153320
	Iteration 1F: 3 clusters Score -2388657 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2389075.250000 Penalty: 4846.153320
	Iteration 2F: 3 clusters Score -2389075 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2389458.750000 Penalty: 4846.153320
	Iteration 3F: 3 clusters Score -2389459 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2389839.500000 Penalty: 4846.153320
	Iteration 4Q: 3 clusters Score -2389840 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2390264.750000 Penalty: 4846.153320
	Iteration 5Q: 3 clusters Score -2390265 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2390769.750000 Penalty: 4846.153320
	Iteration 6F: 3 clusters Score -2390770 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2391265.500000 Penalty: 4846.153320
	Iteration 7Q: 3 clusters Score -2391266 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2391762.250000 Penalty: 4846.153320
	Iteration 8Q: 3 clusters Score -2391762 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2392294.250000 Penalty: 4846.153320
	Iteration 9Q: 3 clusters Score -2392294 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2392814.500000 Penalty: 4846.153320
	Iteration 10Q: 3 clusters Score -2392814 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2393217.250000 Penalty: 4846.153320
	Iteration 11Q: 3 clusters Score -2393217 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2393511.000000 Penalty: 4846.153320
	Iteration 12Q: 3 clusters Score -2393511 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2393719.250000 Penalty: 4846.153320
	Iteration 13Q: 3 clusters Score -2393719 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2393866.000000 Penalty: 4846.153320
	Iteration 14Q: 3 clusters Score -2393866 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2393977.000000 Penalty: 4846.153320
	Iteration 15Q: 3 clusters Score -2393977 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2394045.000000 Penalty: 4846.153320
	Iteration 16Q: 3 clusters Score -2394045 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2394081.000000 Penalty: 4846.153320
	Iteration 17Q: 3 clusters Score -2394081 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2394113.500000 Penalty: 4846.153320
	Iteration 18Q: 3 clusters Score -2394114 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2394129.750000 Penalty: 4846.153320
	Iteration 19Q: 3 clusters Score -2394130 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2394158.750000 Penalty: 4846.153320
	Iteration 20F: 3 clusters Score -2394159 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2394167.000000 Penalty: 4846.153320
	Iteration 21Q: 3 clusters Score -2394167 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2394185.000000 Penalty: 4846.153320
	Iteration 22Q: 3 clusters Score -2394185 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2394202.000000 Penalty: 4846.153320
	Iteration 23Q: 3 clusters Score -2394202 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2394207.000000 Penalty: 4846.153320
	Iteration 24Q: 3 clusters Score -2394207 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2394214.250000 Penalty: 4846.153320
	Iteration 25Q: 3 clusters Score -2394214 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2394229.500000 Penalty: 4846.153320
	Iteration 26Q: 3 clusters Score -2394230 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2394232.500000 Penalty: 4846.153320
	Iteration 27Q: 3 clusters Score -2394232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2394242.500000 Penalty: 4846.153320
	Iteration 28Q: 3 clusters Score -2394242 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2394243.750000 Penalty: 4846.153320
	Iteration 29Q: 3 clusters Score -2394244 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2394249.000000 Penalty: 4846.153320
	Iteration 30Q: 3 clusters Score -2394249 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2394268.750000 Penalty: 4846.153320
	Iteration 31Q: 3 clusters Score -2394269 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2394278.250000 Penalty: 4846.153320
	Iteration 32Q: 3 clusters Score -2394278 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2394283.250000 Penalty: 4846.153320
	Iteration 33Q: 3 clusters Score -2394283 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2394284.250000 Penalty: 4846.153320
	Iteration 34Q: 3 clusters Score -2394284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2394296.500000 Penalty: 4846.153320
	Iteration 35Q: 3 clusters Score -2394296 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2394310.250000 Penalty: 4846.153320
	Iteration 36Q: 3 clusters Score -2394310 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2394318.750000 Penalty: 4846.153320
	Iteration 37Q: 3 clusters Score -2394319 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2394326.000000 Penalty: 4846.153320
	Iteration 38Q: 3 clusters Score -2394326 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2394336.750000 Penalty: 4846.153320
	Iteration 39Q: 3 clusters Score -2394337 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2394355.500000 Penalty: 4846.153320
	Iteration 40F: 3 clusters Score -2394356 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2394351.750000 Penalty: 4846.153320
	Iteration 41Q: 3 clusters Score -2394352 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2394363.500000 Penalty: 4846.153320
	Iteration 42Q: 3 clusters Score -2394364 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2394381.250000 Penalty: 4846.153320
	Iteration 43Q: 3 clusters Score -2394381 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2394393.500000 Penalty: 4846.153320
	Iteration 44Q: 3 clusters Score -2394394 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2394406.250000 Penalty: 4846.153320
	Iteration 45Q: 3 clusters Score -2394406 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2394432.250000 Penalty: 4846.153320
	Iteration 46Q: 3 clusters Score -2394432 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2394440.500000 Penalty: 4846.153320
	Iteration 47Q: 3 clusters Score -2394440 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2394451.750000 Penalty: 4846.153320
	Iteration 48Q: 3 clusters Score -2394452 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2394462.250000 Penalty: 4846.153320
	Iteration 49Q: 3 clusters Score -2394462 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2394471.250000 Penalty: 4846.153320
	Iteration 50Q: 3 clusters Score -2394471 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2394475.250000 Penalty: 4846.153320
	Iteration 51Q: 3 clusters Score -2394475 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2394487.500000 Penalty: 4846.153320
	Iteration 52Q: 3 clusters Score -2394488 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2394495.250000 Penalty: 4846.153320
	Iteration 53Q: 3 clusters Score -2394495 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2394508.000000 Penalty: 4846.153320
	Iteration 54Q: 3 clusters Score -2394508 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2394529.500000 Penalty: 4846.153320
	Iteration 55Q: 3 clusters Score -2394530 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2394546.250000 Penalty: 4846.153320
	Iteration 56Q: 3 clusters Score -2394546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2394547.000000 Penalty: 4846.153320
	Iteration 57Q: 3 clusters Score -2394547 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2394568.000000 Penalty: 4846.153320
	Iteration 58Q: 3 clusters Score -2394568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2394574.750000 Penalty: 4846.153320
	Iteration 59Q: 3 clusters Score -2394575 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2394578.250000 Penalty: 4846.153320
	Iteration 60F: 3 clusters Score -2394578 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2394595.250000 Penalty: 4846.153320
	Iteration 61Q: 3 clusters Score -2394595 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2394604.250000 Penalty: 4846.153320
	Iteration 62Q: 3 clusters Score -2394604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2394614.500000 Penalty: 4846.153320
	Iteration 63Q: 3 clusters Score -2394614 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2394622.750000 Penalty: 4846.153320
	Iteration 64Q: 3 clusters Score -2394623 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2394625.500000 Penalty: 4846.153320
	Iteration 65Q: 3 clusters Score -2394626 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2394627.000000 Penalty: 4846.153320
	Iteration 66Q: 3 clusters Score -2394627 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2394638.000000 Penalty: 4846.153320
	Iteration 67Q: 3 clusters Score -2394638 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2394649.500000 Penalty: 4846.153320
	Iteration 68Q: 3 clusters Score -2394650 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2394647.250000 Penalty: 4846.153320
	Iteration 69Q: 3 clusters Score -2394647 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2394664.500000 Penalty: 4846.153320
	Iteration 70Q: 3 clusters Score -2394664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2394673.500000 Penalty: 4846.153320
	Iteration 71Q: 3 clusters Score -2394674 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2394680.500000 Penalty: 4846.153320
	Iteration 72Q: 3 clusters Score -2394680 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2394692.500000 Penalty: 4846.153320
	Iteration 73Q: 3 clusters Score -2394692 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2394692.000000 Penalty: 4846.153320
	Iteration 74Q: 3 clusters Score -2394692 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2394712.750000 Penalty: 4846.153320
	Iteration 75Q: 3 clusters Score -2394713 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2394727.250000 Penalty: 4846.153320
	Iteration 76Q: 3 clusters Score -2394727 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2394738.000000 Penalty: 4846.153320
	Iteration 77Q: 3 clusters Score -2394738 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2394757.500000 Penalty: 4846.153320
	Iteration 78Q: 3 clusters Score -2394758 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2394778.750000 Penalty: 4846.153320
	Iteration 79Q: 3 clusters Score -2394779 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2394791.250000 Penalty: 4846.153320
	Iteration 80F: 3 clusters Score -2394791 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2394804.500000 Penalty: 4846.153320
	Iteration 81Q: 3 clusters Score -2394804 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2394828.750000 Penalty: 4846.153320
	Iteration 82Q: 3 clusters Score -2394829 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2394851.500000 Penalty: 4846.153320
	Iteration 83Q: 3 clusters Score -2394852 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2394864.250000 Penalty: 4846.153320
	Iteration 84Q: 3 clusters Score -2394864 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2394874.250000 Penalty: 4846.153320
	Iteration 85Q: 3 clusters Score -2394874 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2394890.250000 Penalty: 4846.153320
	Iteration 86Q: 3 clusters Score -2394890 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2394913.750000 Penalty: 4846.153320
	Iteration 87Q: 3 clusters Score -2394914 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2394920.750000 Penalty: 4846.153320
	Iteration 88Q: 3 clusters Score -2394921 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2394929.750000 Penalty: 4846.153320
	Iteration 89Q: 3 clusters Score -2394930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2394942.500000 Penalty: 4846.153320
	Iteration 90Q: 3 clusters Score -2394942 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2394954.500000 Penalty: 4846.153320
	Iteration 91Q: 3 clusters Score -2394954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2394962.500000 Penalty: 4846.153320
	Iteration 92Q: 3 clusters Score -2394962 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2394978.500000 Penalty: 4846.153320
	Iteration 93Q: 3 clusters Score -2394978 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2395001.250000 Penalty: 4846.153320
	Iteration 94Q: 3 clusters Score -2395001 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2395022.250000 Penalty: 4846.153320
	Iteration 95Q: 3 clusters Score -2395022 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2395051.000000 Penalty: 4846.153320
	Iteration 96Q: 3 clusters Score -2395051 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2395137.000000 Penalty: 4846.153320
	Iteration 97Q: 3 clusters Score -2395137 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2395252.750000 Penalty: 4846.153320
	Iteration 98Q: 3 clusters Score -2395253 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2395384.750000 Penalty: 4846.153320
	Iteration 99Q: 3 clusters Score -2395385 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2395484.000000 Penalty: 4846.153320
	Iteration 100F: 3 clusters Score -2395484 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2395538.750000 Penalty: 4846.153320
	Iteration 101Q: 3 clusters Score -2395539 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2395568.500000 Penalty: 4846.153320
	Iteration 102Q: 3 clusters Score -2395568 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2395588.500000 Penalty: 4846.153320
	Iteration 103Q: 3 clusters Score -2395588 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2395602.500000 Penalty: 4846.153320
	Iteration 104Q: 3 clusters Score -2395602 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2395607.000000 Penalty: 4846.153320
	Iteration 105Q: 3 clusters Score -2395607 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2395626.000000 Penalty: 4846.153320
	Iteration 106Q: 3 clusters Score -2395626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2395628.750000 Penalty: 4846.153320
	Iteration 107Q: 3 clusters Score -2395629 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2395635.500000 Penalty: 4846.153320
	Iteration 108Q: 3 clusters Score -2395636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2395633.500000 Penalty: 4846.153320
	Iteration 109Q: 3 clusters Score -2395634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2395634.250000 Penalty: 4846.153320
	Iteration 110Q: 3 clusters Score -2395634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2395643.250000 Penalty: 4846.153320
	Iteration 111Q: 3 clusters Score -2395643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2395648.000000 Penalty: 4846.153320
	Iteration 112Q: 3 clusters Score -2395648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2395647.500000 Penalty: 4846.153320
	Iteration 113Q: 3 clusters Score -2395648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2395653.250000 Penalty: 4846.153320
	Iteration 114Q: 3 clusters Score -2395653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2395654.000000 Penalty: 4846.153320
	Iteration 115Q: 3 clusters Score -2395654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2395647.500000 Penalty: 4846.153320
	Iteration 116Q: 3 clusters Score -2395648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -2395651.750000 Penalty: 4846.153320
	Iteration 117Q: 3 clusters Score -2395652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2395651.750000 Penalty: 4846.153320
	Iteration 118Q: 3 clusters Score -2395652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2395654.750000 Penalty: 4846.153320
	Iteration 119Q: 3 clusters Score -2395655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2395657.250000 Penalty: 4846.153320
	Iteration 120F: 3 clusters Score -2395657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2395654.750000 Penalty: 4846.153320
	Iteration 121Q: 3 clusters Score -2395655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2395657.250000 Penalty: 4846.153320
	Iteration 122Q: 3 clusters Score -2395657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2395659.500000 Penalty: 4846.153320
	Iteration 123Q: 3 clusters Score -2395660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2395659.500000 Penalty: 4846.153320
	Iteration 124F: 3 clusters Score -2395660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Entering Unmasked Estep 
Score: -1666024.000000 Penalty: 2340.098389
	Iteration 0F: 2 clusters Score -1666024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1656713.750000 Penalty: 4680.196777
	Iteration 0F: 3 clusters Score -1656714 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1659764.125000 Penalty: 4680.196777
	Iteration 1F: 3 clusters Score -1659764 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1660187.750000 Penalty: 4680.196777
	Iteration 2F: 3 clusters Score -1660188 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1660563.625000 Penalty: 4680.196777
	Iteration 3F: 3 clusters Score -1660564 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1660924.125000 Penalty: 4680.196777
	Iteration 4F: 3 clusters Score -1660924 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1661245.875000 Penalty: 4680.196777
	Iteration 5Q: 3 clusters Score -1661246 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1661532.125000 Penalty: 4680.196777
	Iteration 6Q: 3 clusters Score -1661532 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1661776.625000 Penalty: 4680.196777
	Iteration 7Q: 3 clusters Score -1661777 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1662021.250000 Penalty: 4680.196777
	Iteration 8Q: 3 clusters Score -1662021 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1662259.250000 Penalty: 4680.196777
	Iteration 9Q: 3 clusters Score -1662259 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1662489.000000 Penalty: 4680.196777
	Iteration 10Q: 3 clusters Score -1662489 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1662698.000000 Penalty: 4680.196777
	Iteration 11Q: 3 clusters Score -1662698 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1662880.750000 Penalty: 4680.196777
	Iteration 12Q: 3 clusters Score -1662881 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1663072.250000 Penalty: 4680.196777
	Iteration 13Q: 3 clusters Score -1663072 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1663250.500000 Penalty: 4680.196777
	Iteration 14Q: 3 clusters Score -1663250 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1663395.125000 Penalty: 4680.196777
	Iteration 15Q: 3 clusters Score -1663395 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1663524.625000 Penalty: 4680.196777
	Iteration 16Q: 3 clusters Score -1663525 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1663635.250000 Penalty: 4680.196777
	Iteration 17Q: 3 clusters Score -1663635 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1663734.500000 Penalty: 4680.196777
	Iteration 18Q: 3 clusters Score -1663734 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1663824.625000 Penalty: 4680.196777
	Iteration 19Q: 3 clusters Score -1663825 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1663884.625000 Penalty: 4680.196777
	Iteration 20F: 3 clusters Score -1663885 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1663935.000000 Penalty: 4680.196777
	Iteration 21Q: 3 clusters Score -1663935 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1663975.125000 Penalty: 4680.196777
	Iteration 22Q: 3 clusters Score -1663975 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1664008.000000 Penalty: 4680.196777
	Iteration 23Q: 3 clusters Score -1664008 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1664044.000000 Penalty: 4680.196777
	Iteration 24Q: 3 clusters Score -1664044 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1664082.125000 Penalty: 4680.196777
	Iteration 25Q: 3 clusters Score -1664082 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1664125.375000 Penalty: 4680.196777
	Iteration 26Q: 3 clusters Score -1664125 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1664149.500000 Penalty: 4680.196777
	Iteration 27Q: 3 clusters Score -1664150 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1664184.375000 Penalty: 4680.196777
	Iteration 28Q: 3 clusters Score -1664184 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1664213.250000 Penalty: 4680.196777
	Iteration 29Q: 3 clusters Score -1664213 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1664240.750000 Penalty: 4680.196777
	Iteration 30Q: 3 clusters Score -1664241 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1664265.125000 Penalty: 4680.196777
	Iteration 31Q: 3 clusters Score -1664265 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1664287.000000 Penalty: 4680.196777
	Iteration 32Q: 3 clusters Score -1664287 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1664306.625000 Penalty: 4680.196777
	Iteration 33Q: 3 clusters Score -1664307 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1664323.500000 Penalty: 4680.196777
	Iteration 34Q: 3 clusters Score -1664324 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1664335.125000 Penalty: 4680.196777
	Iteration 35Q: 3 clusters Score -1664335 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1664350.625000 Penalty: 4680.196777
	Iteration 36Q: 3 clusters Score -1664351 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1664360.625000 Penalty: 4680.196777
	Iteration 37Q: 3 clusters Score -1664361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1664368.375000 Penalty: 4680.196777
	Iteration 38Q: 3 clusters Score -1664368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1664376.625000 Penalty: 4680.196777
	Iteration 39Q: 3 clusters Score -1664377 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1664385.875000 Penalty: 4680.196777
	Iteration 40F: 3 clusters Score -1664386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1664388.125000 Penalty: 4680.196777
	Iteration 41Q: 3 clusters Score -1664388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1664388.500000 Penalty: 4680.196777
	Iteration 42Q: 3 clusters Score -1664388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1664391.125000 Penalty: 4680.196777
	Iteration 43Q: 3 clusters Score -1664391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1664395.250000 Penalty: 4680.196777
	Iteration 44Q: 3 clusters Score -1664395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1664398.000000 Penalty: 4680.196777
	Iteration 45Q: 3 clusters Score -1664398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1664397.250000 Penalty: 4680.196777
	Iteration 46Q: 3 clusters Score -1664397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1664402.000000 Penalty: 4680.196777
	Iteration 47Q: 3 clusters Score -1664402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1664406.875000 Penalty: 4680.196777
	Iteration 48Q: 3 clusters Score -1664407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1664407.250000 Penalty: 4680.196777
	Iteration 49Q: 3 clusters Score -1664407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1664409.750000 Penalty: 4680.196777
	Iteration 50Q: 3 clusters Score -1664410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1664416.375000 Penalty: 4680.196777
	Iteration 51Q: 3 clusters Score -1664416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1664420.875000 Penalty: 4680.196777
	Iteration 52Q: 3 clusters Score -1664421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1664423.125000 Penalty: 4680.196777
	Iteration 53Q: 3 clusters Score -1664423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1664430.000000 Penalty: 4680.196777
	Iteration 54Q: 3 clusters Score -1664430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1664439.375000 Penalty: 4680.196777
	Iteration 55Q: 3 clusters Score -1664439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1664442.625000 Penalty: 4680.196777
	Iteration 56Q: 3 clusters Score -1664443 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1664448.750000 Penalty: 4680.196777
	Iteration 57Q: 3 clusters Score -1664449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1664459.500000 Penalty: 4680.196777
	Iteration 58Q: 3 clusters Score -1664460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1664460.250000 Penalty: 4680.196777
	Iteration 59Q: 3 clusters Score -1664460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1664473.000000 Penalty: 4680.196777
	Iteration 60F: 3 clusters Score -1664473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1664479.125000 Penalty: 4680.196777
	Iteration 61Q: 3 clusters Score -1664479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1664481.500000 Penalty: 4680.196777
	Iteration 62Q: 3 clusters Score -1664482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1664488.375000 Penalty: 4680.196777
	Iteration 63Q: 3 clusters Score -1664488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1664490.375000 Penalty: 4680.196777
	Iteration 64Q: 3 clusters Score -1664490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1664492.125000 Penalty: 4680.196777
	Iteration 65Q: 3 clusters Score -1664492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1664496.750000 Penalty: 4680.196777
	Iteration 66Q: 3 clusters Score -1664497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1664497.875000 Penalty: 4680.196777
	Iteration 67Q: 3 clusters Score -1664498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1664506.500000 Penalty: 4680.196777
	Iteration 68Q: 3 clusters Score -1664506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1664510.375000 Penalty: 4680.196777
	Iteration 69Q: 3 clusters Score -1664510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1664515.500000 Penalty: 4680.196777
	Iteration 70Q: 3 clusters Score -1664516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1664513.875000 Penalty: 4680.196777
	Iteration 71Q: 3 clusters Score -1664514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1664523.500000 Penalty: 4680.196777
	Iteration 72Q: 3 clusters Score -1664524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1664523.750000 Penalty: 4680.196777
	Iteration 73Q: 3 clusters Score -1664524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1664528.250000 Penalty: 4680.196777
	Iteration 74Q: 3 clusters Score -1664528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1664530.500000 Penalty: 4680.196777
	Iteration 75Q: 3 clusters Score -1664530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1664533.875000 Penalty: 4680.196777
	Iteration 76Q: 3 clusters Score -1664534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1664537.625000 Penalty: 4680.196777
	Iteration 77Q: 3 clusters Score -1664538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1664542.750000 Penalty: 4680.196777
	Iteration 78Q: 3 clusters Score -1664543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1664546.000000 Penalty: 4680.196777
	Iteration 79Q: 3 clusters Score -1664546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1664554.750000 Penalty: 4680.196777
	Iteration 80F: 3 clusters Score -1664555 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1664563.000000 Penalty: 4680.196777
	Iteration 81Q: 3 clusters Score -1664563 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1664573.750000 Penalty: 4680.196777
	Iteration 82Q: 3 clusters Score -1664574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1664576.250000 Penalty: 4680.196777
	Iteration 83Q: 3 clusters Score -1664576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1664582.000000 Penalty: 4680.196777
	Iteration 84Q: 3 clusters Score -1664582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1664589.125000 Penalty: 4680.196777
	Iteration 85Q: 3 clusters Score -1664589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1664598.375000 Penalty: 4680.196777
	Iteration 86Q: 3 clusters Score -1664598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1664603.250000 Penalty: 4680.196777
	Iteration 87Q: 3 clusters Score -1664603 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1664617.875000 Penalty: 4680.196777
	Iteration 88Q: 3 clusters Score -1664618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1664622.750000 Penalty: 4680.196777
	Iteration 89Q: 3 clusters Score -1664623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1664628.000000 Penalty: 4680.196777
	Iteration 90Q: 3 clusters Score -1664628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1664631.625000 Penalty: 4680.196777
	Iteration 91Q: 3 clusters Score -1664632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1664638.875000 Penalty: 4680.196777
	Iteration 92Q: 3 clusters Score -1664639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1664643.500000 Penalty: 4680.196777
	Iteration 93Q: 3 clusters Score -1664644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1664645.750000 Penalty: 4680.196777
	Iteration 94Q: 3 clusters Score -1664646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1664649.250000 Penalty: 4680.196777
	Iteration 95Q: 3 clusters Score -1664649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1664650.750000 Penalty: 4680.196777
	Iteration 96Q: 3 clusters Score -1664651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1664653.375000 Penalty: 4680.196777
	Iteration 97Q: 3 clusters Score -1664653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1664654.375000 Penalty: 4680.196777
	Iteration 98Q: 3 clusters Score -1664654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1664654.250000 Penalty: 4680.196777
	Iteration 99Q: 3 clusters Score -1664654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1664659.625000 Penalty: 4680.196777
	Iteration 100F: 3 clusters Score -1664660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1664659.375000 Penalty: 4680.196777
	Iteration 101Q: 3 clusters Score -1664659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1664660.250000 Penalty: 4680.196777
	Iteration 102Q: 3 clusters Score -1664660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1664663.625000 Penalty: 4680.196777
	Iteration 103Q: 3 clusters Score -1664664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1664666.375000 Penalty: 4680.196777
	Iteration 104Q: 3 clusters Score -1664666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1664667.125000 Penalty: 4680.196777
	Iteration 105Q: 3 clusters Score -1664667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1664664.000000 Penalty: 4680.196777
	Iteration 106Q: 3 clusters Score -1664664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1664664.375000 Penalty: 4680.196777
	Iteration 107Q: 3 clusters Score -1664664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1664669.250000 Penalty: 4680.196777
	Iteration 108Q: 3 clusters Score -1664669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1664671.125000 Penalty: 4680.196777
	Iteration 109Q: 3 clusters Score -1664671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1664669.875000 Penalty: 4680.196777
	Iteration 110Q: 3 clusters Score -1664670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1664668.875000 Penalty: 4680.196777
	Iteration 111Q: 3 clusters Score -1664669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1664669.750000 Penalty: 4680.196777
	Iteration 112Q: 3 clusters Score -1664670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1664672.125000 Penalty: 4680.196777
	Iteration 113Q: 3 clusters Score -1664672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1664674.000000 Penalty: 4680.196777
	Iteration 114Q: 3 clusters Score -1664674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1664674.500000 Penalty: 4680.196777
	Iteration 115Q: 3 clusters Score -1664674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1664673.000000 Penalty: 4680.196777
	Iteration 116Q: 3 clusters Score -1664673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1664674.250000 Penalty: 4680.196777
	Iteration 117Q: 3 clusters Score -1664674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1664673.625000 Penalty: 4680.196777
	Iteration 118Q: 3 clusters Score -1664674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1664673.625000 Penalty: 4680.196777
	Iteration 119F: 3 clusters Score -1664674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -114074.789062 Penalty: 1681.420654
	Iteration 0F: 2 clusters Score -114074.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -112243.929688 Penalty: 3362.841309
	Iteration 0F: 3 clusters Score -112243.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -112554.757812 Penalty: 3362.841309
	Iteration 1F: 3 clusters Score -112554.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -112774.937500 Penalty: 3362.841309
	Iteration 2F: 3 clusters Score -112774.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -113049.585938 Penalty: 3362.841309
	Iteration 3F: 3 clusters Score -113049.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -113234.164062 Penalty: 3362.841309
	Iteration 4F: 3 clusters Score -113234.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -113322.171875 Penalty: 3362.841309
	Iteration 5Q: 3 clusters Score -113322.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -113382.687500 Penalty: 3362.841309
	Iteration 6Q: 3 clusters Score -113382.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -113444.226562 Penalty: 3362.841309
	Iteration 7Q: 3 clusters Score -113444.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -113481.648438 Penalty: 3362.841309
	Iteration 8Q: 3 clusters Score -113481.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -113504.406250 Penalty: 3362.841309
	Iteration 9Q: 3 clusters Score -113504.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -113512.179688 Penalty: 3362.841309
	Iteration 10Q: 3 clusters Score -113512.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -113512.179688 Penalty: 3362.841309
	Iteration 11F: 3 clusters Score -113512.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Entering Unmasked Estep 
Score: -5009723.000000 Penalty: 2599.301758
	Iteration 0F: 2 clusters Score -5009723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -4985418.000000 Penalty: 5198.603516
	Iteration 0F: 3 clusters Score -4985418 nChanged 16177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -4994265.500000 Penalty: 5198.603516
	Iteration 1F: 3 clusters Score -4994266 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -4994832.500000 Penalty: 5198.603516
	Iteration 2Q: 3 clusters Score -4994832 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -4995308.500000 Penalty: 5198.603516
	Iteration 3Q: 3 clusters Score -4995308 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -4995880.000000 Penalty: 5198.603516
	Iteration 4Q: 3 clusters Score -4995880 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -4996532.000000 Penalty: 5198.603516
	Iteration 5Q: 3 clusters Score -4996532 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -4997295.000000 Penalty: 5198.603516
	Iteration 6Q: 3 clusters Score -4997295 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -4998295.500000 Penalty: 5198.603516
	Iteration 7F: 3 clusters Score -4998296 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -4999582.500000 Penalty: 5198.603516
	Iteration 8F: 3 clusters Score -4999582 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -5001271.500000 Penalty: 5198.603516
	Iteration 9F: 3 clusters Score -5001272 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -5003114.000000 Penalty: 5198.603516
	Iteration 10F: 3 clusters Score -5003114 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -5004578.000000 Penalty: 5198.603516
	Iteration 11F: 3 clusters Score -5004578 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -5005484.000000 Penalty: 5198.603516
	Iteration 12Q: 3 clusters Score -5005484 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -5005967.000000 Penalty: 5198.603516
	Iteration 13Q: 3 clusters Score -5005967 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -5006295.500000 Penalty: 5198.603516
	Iteration 14Q: 3 clusters Score -5006296 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -5006525.500000 Penalty: 5198.603516
	Iteration 15Q: 3 clusters Score -5006526 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -5006739.000000 Penalty: 5198.603516
	Iteration 16Q: 3 clusters Score -5006739 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -5006948.500000 Penalty: 5198.603516
	Iteration 17Q: 3 clusters Score -5006948 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -5007149.000000 Penalty: 5198.603516
	Iteration 18Q: 3 clusters Score -5007149 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -5007388.000000 Penalty: 5198.603516
	Iteration 19Q: 3 clusters Score -5007388 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -5007541.000000 Penalty: 5198.603516
	Iteration 20F: 3 clusters Score -5007541 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -5007709.500000 Penalty: 5198.603516
	Iteration 21Q: 3 clusters Score -5007710 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -5007833.000000 Penalty: 5198.603516
	Iteration 22Q: 3 clusters Score -5007833 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -5007968.000000 Penalty: 5198.603516
	Iteration 23Q: 3 clusters Score -5007968 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -5008107.500000 Penalty: 5198.603516
	Iteration 24Q: 3 clusters Score -5008108 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -5008234.000000 Penalty: 5198.603516
	Iteration 25Q: 3 clusters Score -5008234 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -5008381.500000 Penalty: 5198.603516
	Iteration 26Q: 3 clusters Score -5008382 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -5008502.000000 Penalty: 5198.603516
	Iteration 27Q: 3 clusters Score -5008502 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -5008592.500000 Penalty: 5198.603516
	Iteration 28Q: 3 clusters Score -5008592 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -5008687.500000 Penalty: 5198.603516
	Iteration 29Q: 3 clusters Score -5008688 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -5008749.500000 Penalty: 5198.603516
	Iteration 30Q: 3 clusters Score -5008750 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -5008810.500000 Penalty: 5198.603516
	Iteration 31Q: 3 clusters Score -5008810 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -5008838.000000 Penalty: 5198.603516
	Iteration 32Q: 3 clusters Score -5008838 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -5008847.500000 Penalty: 5198.603516
	Iteration 33Q: 3 clusters Score -5008848 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -5008861.000000 Penalty: 5198.603516
	Iteration 34Q: 3 clusters Score -5008861 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -5008877.000000 Penalty: 5198.603516
	Iteration 35Q: 3 clusters Score -5008877 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -5008878.500000 Penalty: 5198.603516
	Iteration 36Q: 3 clusters Score -5008878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -5008889.500000 Penalty: 5198.603516
	Iteration 37Q: 3 clusters Score -5008890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -5008901.000000 Penalty: 5198.603516
	Iteration 38Q: 3 clusters Score -5008901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -5008919.000000 Penalty: 5198.603516
	Iteration 39Q: 3 clusters Score -5008919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -5008930.000000 Penalty: 5198.603516
	Iteration 40F: 3 clusters Score -5008930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -5008940.500000 Penalty: 5198.603516
	Iteration 41Q: 3 clusters Score -5008940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -5008954.000000 Penalty: 5198.603516
	Iteration 42Q: 3 clusters Score -5008954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -5008959.000000 Penalty: 5198.603516
	Iteration 43Q: 3 clusters Score -5008959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -5008956.000000 Penalty: 5198.603516
	Iteration 44Q: 3 clusters Score -5008956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -5008956.000000 Penalty: 5198.603516
	Iteration 45Q: 3 clusters Score -5008956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -5008969.000000 Penalty: 5198.603516
	Iteration 46Q: 3 clusters Score -5008969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -5008971.000000 Penalty: 5198.603516
	Iteration 47Q: 3 clusters Score -5008971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -5008967.500000 Penalty: 5198.603516
	Iteration 48Q: 3 clusters Score -5008968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -5008966.500000 Penalty: 5198.603516
	Iteration 49Q: 3 clusters Score -5008966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -5008969.500000 Penalty: 5198.603516
	Iteration 50Q: 3 clusters Score -5008970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -5008974.000000 Penalty: 5198.603516
	Iteration 51Q: 3 clusters Score -5008974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -5008978.000000 Penalty: 5198.603516
	Iteration 52Q: 3 clusters Score -5008978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -5008972.000000 Penalty: 5198.603516
	Iteration 53Q: 3 clusters Score -5008972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -5008976.000000 Penalty: 5198.603516
	Iteration 54Q: 3 clusters Score -5008976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -5008976.000000 Penalty: 5198.603516
	Iteration 55F: 3 clusters Score -5008976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Entering Unmasked Estep 
Score: -1162752.500000 Penalty: 2265.178223
	Iteration 0F: 2 clusters Score -1162752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1155600.375000 Penalty: 4530.356445
	Iteration 0F: 3 clusters Score -1155600 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1158269.625000 Penalty: 4530.356445
	Iteration 1F: 3 clusters Score -1158270 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1159311.750000 Penalty: 4530.356445
	Iteration 2F: 3 clusters Score -1159312 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1160158.500000 Penalty: 4530.356445
	Iteration 3F: 3 clusters Score -1160158 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1160696.875000 Penalty: 4530.356445
	Iteration 4F: 3 clusters Score -1160697 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1161031.250000 Penalty: 4530.356445
	Iteration 5F: 3 clusters Score -1161031 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1161226.750000 Penalty: 4530.356445
	Iteration 6Q: 3 clusters Score -1161227 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1161362.375000 Penalty: 4530.356445
	Iteration 7Q: 3 clusters Score -1161362 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1161458.750000 Penalty: 4530.356445
	Iteration 8Q: 3 clusters Score -1161459 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1161533.500000 Penalty: 4530.356445
	Iteration 9Q: 3 clusters Score -1161534 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1161592.375000 Penalty: 4530.356445
	Iteration 10Q: 3 clusters Score -1161592 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1161636.250000 Penalty: 4530.356445
	Iteration 11Q: 3 clusters Score -1161636 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1161660.625000 Penalty: 4530.356445
	Iteration 12Q: 3 clusters Score -1161661 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1161676.875000 Penalty: 4530.356445
	Iteration 13Q: 3 clusters Score -1161677 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1161685.750000 Penalty: 4530.356445
	Iteration 14Q: 3 clusters Score -1161686 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1161694.750000 Penalty: 4530.356445
	Iteration 15Q: 3 clusters Score -1161695 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1161705.000000 Penalty: 4530.356445
	Iteration 16Q: 3 clusters Score -1161705 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1161710.875000 Penalty: 4530.356445
	Iteration 17Q: 3 clusters Score -1161711 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1161717.625000 Penalty: 4530.356445
	Iteration 18Q: 3 clusters Score -1161718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1161721.125000 Penalty: 4530.356445
	Iteration 19Q: 3 clusters Score -1161721 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1161729.500000 Penalty: 4530.356445
	Iteration 20F: 3 clusters Score -1161730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1161735.500000 Penalty: 4530.356445
	Iteration 21Q: 3 clusters Score -1161736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1161742.625000 Penalty: 4530.356445
	Iteration 22Q: 3 clusters Score -1161743 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1161746.375000 Penalty: 4530.356445
	Iteration 23Q: 3 clusters Score -1161746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1161747.125000 Penalty: 4530.356445
	Iteration 24Q: 3 clusters Score -1161747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1161751.000000 Penalty: 4530.356445
	Iteration 25Q: 3 clusters Score -1161751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1161750.875000 Penalty: 4530.356445
	Iteration 26Q: 3 clusters Score -1161751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1161752.625000 Penalty: 4530.356445
	Iteration 27Q: 3 clusters Score -1161753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1161755.125000 Penalty: 4530.356445
	Iteration 28Q: 3 clusters Score -1161755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1161755.000000 Penalty: 4530.356445
	Iteration 29Q: 3 clusters Score -1161755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1161754.500000 Penalty: 4530.356445
	Iteration 30Q: 3 clusters Score -1161754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1161756.500000 Penalty: 4530.356445
	Iteration 31Q: 3 clusters Score -1161756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1161755.500000 Penalty: 4530.356445
	Iteration 32Q: 3 clusters Score -1161756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1161757.500000 Penalty: 4530.356445
	Iteration 33Q: 3 clusters Score -1161758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1161757.500000 Penalty: 4530.356445
	Iteration 34F: 3 clusters Score -1161758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Entering Unmasked Estep 
Score: -3712640.750000 Penalty: 2532.284668
	Iteration 0F: 2 clusters Score -3712641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -3693791.250000 Penalty: 5064.569336
	Iteration 0F: 3 clusters Score -3693791 nChanged 12227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -3700963.750000 Penalty: 5064.569336
	Iteration 1F: 3 clusters Score -3700964 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -3702168.000000 Penalty: 5064.569336
	Iteration 2F: 3 clusters Score -3702168 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -3703558.250000 Penalty: 5064.569336
	Iteration 3F: 3 clusters Score -3703558 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -3705137.000000 Penalty: 5064.569336
	Iteration 4F: 3 clusters Score -3705137 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -3706604.500000 Penalty: 5064.569336
	Iteration 5F: 3 clusters Score -3706604 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -3707791.000000 Penalty: 5064.569336
	Iteration 6F: 3 clusters Score -3707791 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -3708752.000000 Penalty: 5064.569336
	Iteration 7F: 3 clusters Score -3708752 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -3709694.750000 Penalty: 5064.569336
	Iteration 8Q: 3 clusters Score -3709695 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -3710446 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -3710925.500000 Penalty: 5064.569336
	Iteration 10Q: 3 clusters Score -3710926 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -3711212.250000 Penalty: 5064.569336
	Iteration 11Q: 3 clusters Score -3711212 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -3711364.500000 Penalty: 5064.569336
	Iteration 12Q: 3 clusters Score -3711364 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -3711498.500000 Penalty: 5064.569336
	Iteration 13Q: 3 clusters Score -3711498 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3711607 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3711683 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3711743.500000 Penalty: 5064.569336
	Iteration 16Q: 3 clusters Score -3711744 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -3711796.250000 Penalty: 5064.569336
	Iteration 17Q: 3 clusters Score -3711796 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -3711836.500000 Penalty: 5064.569336
	Iteration 18Q: 3 clusters Score -3711836 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -3711860.750000 Penalty: 5064.569336
	Iteration 19Q: 3 clusters Score -3711861 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -3711879.250000 Penalty: 5064.569336
	Iteration 20F: 3 clusters Score -3711879 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -3711889.750000 Penalty: 5064.569336
	Iteration 21Q: 3 clusters Score -3711890 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -3711912.750000 Penalty: 5064.569336
	Iteration 22Q: 3 clusters Score -3711913 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -3711919.750000 Penalty: 5064.569336
	Iteration 23Q: 3 clusters Score -3711920 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -3711937.500000 Penalty: 5064.569336
	Iteration 24Q: 3 clusters Score -3711938 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -3711945.250000 Penalty: 5064.569336
	Iteration 25Q: 3 clusters Score -3711945 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -3711952.000000 Penalty: 5064.569336
	Iteration 26Q: 3 clusters Score -3711952 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -3711962.750000 Penalty: 5064.569336
	Iteration 27Q: 3 clusters Score -3711963 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -3711958.500000 Penalty: 5064.569336
	Iteration 28Q: 3 clusters Score -3711958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -3711957.000000 Penalty: 5064.569336
	Iteration 29Q: 3 clusters Score -3711957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -3711973.000000 Penalty: 5064.569336
	Iteration 30Q: 3 clusters Score -3711973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -3711975.500000 Penalty: 5064.569336
	Iteration 31Q: 3 clusters Score -3711976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -3711980.500000 Penalty: 5064.569336
	Iteration 32Q: 3 clusters Score -3711980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -3711979.750000 Penalty: 5064.569336
	Iteration 33Q: 3 clusters Score -3711980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -3711986.000000 Penalty: 5064.569336
	Iteration 34Q: 3 clusters Score -3711986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3711987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3711997 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3712006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3711996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3712000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -3712005.500000 Penalty: 5064.569336
	Iteration 40F: 3 clusters Score -3712006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -3712001.250000 Penalty: 5064.569336
	Iteration 41Q: 3 clusters Score -3712001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -3712007.750000 Penalty: 5064.569336
	Iteration 42Q: 3 clusters Score -3712008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -3712010.000000 Penalty: 5064.569336
	Iteration 43Q: 3 clusters Score -3712010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3712002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -3712009.750000 Penalty: 5064.569336
	Iteration 45Q: 3 clusters Score -3712010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3712009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -3712018.000000 Penalty: 5064.569336
	Iteration 47Q: 3 clusters Score -3712018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3712018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -3712030.750000 Penalty: 5064.569336
	Iteration 49Q: 3 clusters Score -3712031 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -3712038.250000 Penalty: 5064.569336
	Iteration 50Q: 3 clusters Score -3712038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -3712037.250000 Penalty: 5064.569336
	Iteration 51Q: 3 clusters Score -3712037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -3712039.000000 Penalty: 5064.569336
	Iteration 52Q: 3 clusters Score -3712039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -3712038.500000 Penalty: 5064.569336
	Iteration 53Q: 3 clusters Score -3712038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -3712032.750000 Penalty: 5064.569336
	Iteration 54Q: 3 clusters Score -3712033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -3712029.750000 Penalty: 5064.569336
	Iteration 55Q: 3 clusters Score -3712030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -3712034.250000 Penalty: 5064.569336
	Iteration 56Q: 3 clusters Score -3712034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -3712034.250000 Penalty: 5064.569336
	Iteration 57Q: 3 clusters Score -3712034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -3712045.750000 Penalty: 5064.569336
	Iteration 58Q: 3 clusters Score -3712046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -3712045.000000 Penalty: 5064.569336
	Iteration 59Q: 3 clusters Score -3712045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -3712056.750000 Penalty: 5064.569336
	Iteration 60F: 3 clusters Score -3712057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -3712050.500000 Penalty: 5064.569336
	Iteration 61Q: 3 clusters Score -3712050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -3712052.500000 Penalty: 5064.569336
	Iteration 62Q: 3 clusters Score -3712052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -3712059.500000 Penalty: 5064.569336
	Iteration 63Q: 3 clusters Score -3712060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -3712063.000000 Penalty: 5064.569336
	Iteration 64Q: 3 clusters Score -3712063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -3712065.250000 Penalty: 5064.569336
	Iteration 65Q: 3 clusters Score -3712065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -3712064.750000 Penalty: 5064.569336
	Iteration 66Q: 3 clusters Score -3712065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -3712070.500000 Penalty: 5064.569336
	Iteration 67Q: 3 clusters Score -3712070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -3712067.000000 Penalty: 5064.569336
	Iteration 68Q: 3 clusters Score -3712067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -3712064.500000 Penalty: 5064.569336
	Iteration 69Q: 3 clusters Score -3712064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -3712061.000000 Penalty: 5064.569336
	Iteration 70Q: 3 clusters Score -3712061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -3712062.500000 Penalty: 5064.569336
	Iteration 71Q: 3 clusters Score -3712062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -3712058.750000 Penalty: 5064.569336
	Iteration 72Q: 3 clusters Score -3712059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -3712065.000000 Penalty: 5064.569336
	Iteration 73Q: 3 clusters Score -3712065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -3712064.500000 Penalty: 5064.569336
	Iteration 74Q: 3 clusters Score -3712064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -3712063.500000 Penalty: 5064.569336
	Iteration 75Q: 3 clusters Score -3712064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -3712058.750000 Penalty: 5064.569336
	Iteration 76Q: 3 clusters Score -3712059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -3712063.000000 Penalty: 5064.569336
	Iteration 77Q: 3 clusters Score -3712063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -3712061.000000 Penalty: 5064.569336
	Iteration 78Q: 3 clusters Score -3712061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -3712059.750000 Penalty: 5064.569336
	Iteration 79Q: 3 clusters Score -3712060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -3712054.750000 Penalty: 5064.569336
	Iteration 80F: 3 clusters Score -3712055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -3712054.750000 Penalty: 5064.569336
	Iteration 81Q: 3 clusters Score -3712055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -3712054.500000 Penalty: 5064.569336
	Iteration 82Q: 3 clusters Score -3712054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -3712059.000000 Penalty: 5064.569336
	Iteration 83Q: 3 clusters Score -3712059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -3712061.250000 Penalty: 5064.569336
	Iteration 84Q: 3 clusters Score -3712061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -3712056.500000 Penalty: 5064.569336
	Iteration 85Q: 3 clusters Score -3712056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -3712060.500000 Penalty: 5064.569336
	Iteration 86Q: 3 clusters Score -3712060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -3712062.750000 Penalty: 5064.569336
	Iteration 87Q: 3 clusters Score -3712063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -3712060.000000 Penalty: 5064.569336
	Iteration 88Q: 3 clusters Score -3712060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -3712059.000000 Penalty: 5064.569336
	Iteration 89Q: 3 clusters Score -3712059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -3712057.500000 Penalty: 5064.569336
	Iteration 90Q: 3 clusters Score -3712058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -3712055.750000 Penalty: 5064.569336
	Iteration 91Q: 3 clusters Score -3712056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -3712052.500000 Penalty: 5064.569336
	Iteration 92Q: 3 clusters Score -3712052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -3712054.750000 Penalty: 5064.569336
	Iteration 93Q: 3 clusters Score -3712055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -3712057.000000 Penalty: 5064.569336
	Iteration 94Q: 3 clusters Score -3712057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -3712057.250000 Penalty: 5064.569336
	Iteration 95Q: 3 clusters Score -3712057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -3712058.500000 Penalty: 5064.569336
	Iteration 96Q: 3 clusters Score -3712058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -3712059.250000 Penalty: 5064.569336
	Iteration 97Q: 3 clusters Score -3712059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -3712059.250000 Penalty: 5064.569336
	Iteration 98F: 3 clusters Score -3712059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (138325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138325 members 
Entering Unmasked Estep 
Score: -19280918.000000 Penalty: 2935.665527
	Iteration 0F: 2 clusters Score -1.928092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69198 members 
Mstep: Class 2 contains 69127 members 
Entering Unmasked Estep 
Score: -19191926.000000 Penalty: 5871.331055
	Iteration 0F: 3 clusters Score -1.919193e+07 nChanged 65914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68856 members 
Mstep: Class 2 contains 69469 members 
Entering Unmasked Estep 
Score: -19230290.000000 Penalty: 5871.331055
	Iteration 1F: 3 clusters Score -1.923029e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68222 members 
Mstep: Class 2 contains 70103 members 
Entering Unmasked Estep 
Score: -19231400.000000 Penalty: 5871.331055
	Iteration 2Q: 3 clusters Score -1.92314e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67351 members 
Mstep: Class 2 contains 70974 members 
Entering Unmasked Estep 
Score: -19232470.000000 Penalty: 5871.331055
	Iteration 3Q: 3 clusters Score -1.923247e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65986 members 
Mstep: Class 2 contains 72339 members 
Entering Unmasked Estep 
Score: -19234152.000000 Penalty: 5871.331055
	Iteration 4Q: 3 clusters Score -1.923415e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64151 members 
Mstep: Class 2 contains 74174 members 
Entering Unmasked Estep 
Score: -19236440.000000 Penalty: 5871.331055
	Iteration 5Q: 3 clusters Score -1.923644e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 76616 members 
Entering Unmasked Estep 
Score: -19240030.000000 Penalty: 5871.331055
	Iteration 6Q: 3 clusters Score -1.924003e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 79743 members 
Entering Unmasked Estep 
Score: -19245050.000000 Penalty: 5871.331055
	Iteration 7F: 3 clusters Score -1.924505e+07 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 83262 members 
Entering Unmasked Estep 
Score: -19251974.000000 Penalty: 5871.331055
	Iteration 8F: 3 clusters Score -1.925197e+07 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 86379 members 
Entering Unmasked Estep 
Score: -19258730.000000 Penalty: 5871.331055
	Iteration 9F: 3 clusters Score -1.925873e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 88686 members 
Entering Unmasked Estep 
Score: -19262580.000000 Penalty: 5871.331055
	Iteration 10F: 3 clusters Score -1.926258e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 90607 members 
Entering Unmasked Estep 
Score: -19264390.000000 Penalty: 5871.331055
	Iteration 11Q: 3 clusters Score -1.926439e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 92489 members 
Entering Unmasked Estep 
Score: -19265634.000000 Penalty: 5871.331055
	Iteration 12Q: 3 clusters Score -1.926563e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 94351 members 
Entering Unmasked Estep 
Score: -19266636.000000 Penalty: 5871.331055
	Iteration 13Q: 3 clusters Score -1.926664e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 96293 members 
Entering Unmasked Estep 
Score: -19267560.000000 Penalty: 5871.331055
	Iteration 14Q: 3 clusters Score -1.926756e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 98297 members 
Entering Unmasked Estep 
Score: -19268614.000000 Penalty: 5871.331055
	Iteration 15Q: 3 clusters Score -1.926861e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 100197 members 
Entering Unmasked Estep 
Score: -19269548.000000 Penalty: 5871.331055
	Iteration 16Q: 3 clusters Score -1.926955e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 102122 members 
Entering Unmasked Estep 
Score: -19270490.000000 Penalty: 5871.331055
	Iteration 17Q: 3 clusters Score -1.927049e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 104159 members 
Entering Unmasked Estep 
Score: -19271392.000000 Penalty: 5871.331055
	Iteration 18Q: 3 clusters Score -1.927139e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 106286 members 
Entering Unmasked Estep 
Score: -19272162.000000 Penalty: 5871.331055
	Iteration 19Q: 3 clusters Score -1.927216e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 108292 members 
Entering Unmasked Estep 
Score: -19272862.000000 Penalty: 5871.331055
	Iteration 20F: 3 clusters Score -1.927286e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 110278 members 
Entering Unmasked Estep 
Score: -19273478.000000 Penalty: 5871.331055
	Iteration 21Q: 3 clusters Score -1.927348e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 112284 members 
Entering Unmasked Estep 
Score: -19274150.000000 Penalty: 5871.331055
	Iteration 22Q: 3 clusters Score -1.927415e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 114394 members 
Entering Unmasked Estep 
Score: -19274698.000000 Penalty: 5871.331055
	Iteration 23Q: 3 clusters Score -1.92747e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 116473 members 
Entering Unmasked Estep 
Score: -19275384.000000 Penalty: 5871.331055
	Iteration 24Q: 3 clusters Score -1.927538e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 118467 members 
Entering Unmasked Estep 
Score: -19275748.000000 Penalty: 5871.331055
	Iteration 25Q: 3 clusters Score -1.927575e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 120368 members 
Entering Unmasked Estep 
Score: -19276102.000000 Penalty: 5871.331055
	Iteration 26Q: 3 clusters Score -1.92761e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 122115 members 
Entering Unmasked Estep 
Score: -19276556.000000 Penalty: 5871.331055
	Iteration 27Q: 3 clusters Score -1.927656e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 123809 members 
Entering Unmasked Estep 
Score: -19276902.000000 Penalty: 5871.331055
	Iteration 28Q: 3 clusters Score -1.92769e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 125332 members 
Entering Unmasked Estep 
Score: -19277154.000000 Penalty: 5871.331055
	Iteration 29Q: 3 clusters Score -1.927715e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 126723 members 
Entering Unmasked Estep 
Score: -19277498.000000 Penalty: 5871.331055
	Iteration 30Q: 3 clusters Score -1.92775e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 128014 members 
Entering Unmasked Estep 
Score: -19277784.000000 Penalty: 5871.331055
	Iteration 31Q: 3 clusters Score -1.927778e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 129199 members 
Entering Unmasked Estep 
Score: -19278060.000000 Penalty: 5871.331055
	Iteration 32Q: 3 clusters Score -1.927806e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 130267 members 
Entering Unmasked Estep 
Score: -19278306.000000 Penalty: 5871.331055
	Iteration 33Q: 3 clusters Score -1.927831e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 131193 members 
Entering Unmasked Estep 
Score: -19278474.000000 Penalty: 5871.331055
	Iteration 34Q: 3 clusters Score -1.927847e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 132032 members 
Entering Unmasked Estep 
Score: -19278772.000000 Penalty: 5871.331055
	Iteration 35Q: 3 clusters Score -1.927877e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 132769 members 
Entering Unmasked Estep 
Score: -19278904.000000 Penalty: 5871.331055
	Iteration 36Q: 3 clusters Score -1.92789e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 133378 members 
Entering Unmasked Estep 
Score: -19279032.000000 Penalty: 5871.331055
	Iteration 37Q: 3 clusters Score -1.927903e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 133947 members 
Entering Unmasked Estep 
Score: -19279232.000000 Penalty: 5871.331055
	Iteration 38Q: 3 clusters Score -1.927923e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 134425 members 
Entering Unmasked Estep 
Score: -19279288.000000 Penalty: 5871.331055
	Iteration 39Q: 3 clusters Score -1.927929e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 134815 members 
Entering Unmasked Estep 
Score: -19279382.000000 Penalty: 5871.331055
	Iteration 40F: 3 clusters Score -1.927938e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 135169 members 
Entering Unmasked Estep 
Score: -19279492.000000 Penalty: 5871.331055
	Iteration 41Q: 3 clusters Score -1.927949e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 135479 members 
Entering Unmasked Estep 
Score: -19279540.000000 Penalty: 5871.331055
	Iteration 42Q: 3 clusters Score -1.927954e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 135737 members 
Entering Unmasked Estep 
Score: -19279558.000000 Penalty: 5871.331055
	Iteration 43Q: 3 clusters Score -1.927956e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 135958 members 
Entering Unmasked Estep 
Score: -19279614.000000 Penalty: 5871.331055
	Iteration 44Q: 3 clusters Score -1.927961e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 136144 members 
Entering Unmasked Estep 
Score: -19279664.000000 Penalty: 5871.331055
	Iteration 45Q: 3 clusters Score -1.927966e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 136293 members 
Entering Unmasked Estep 
Score: -19279716.000000 Penalty: 5871.331055
	Iteration 46Q: 3 clusters Score -1.927972e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 136425 members 
Entering Unmasked Estep 
Score: -19279710.000000 Penalty: 5871.331055
	Iteration 47Q: 3 clusters Score -1.927971e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 136520 members 
Entering Unmasked Estep 
Score: -19279718.000000 Penalty: 5871.331055
	Iteration 48Q: 3 clusters Score -1.927972e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 136608 members 
Entering Unmasked Estep 
Score: -19279744.000000 Penalty: 5871.331055
	Iteration 49Q: 3 clusters Score -1.927974e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 136658 members 
Entering Unmasked Estep 
Score: -19279774.000000 Penalty: 5871.331055
	Iteration 50Q: 3 clusters Score -1.927977e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 136702 members 
Entering Unmasked Estep 
Score: -19279776.000000 Penalty: 5871.331055
	Iteration 51Q: 3 clusters Score -1.927978e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 136740 members 
Entering Unmasked Estep 
Score: -19279776.000000 Penalty: 5871.331055
	Iteration 52Q: 3 clusters Score -1.927978e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 136785 members 
Entering Unmasked Estep 
Score: -19279760.000000 Penalty: 5871.331055
	Iteration 53Q: 3 clusters Score -1.927976e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 136819 members 
Entering Unmasked Estep 
Score: -19279754.000000 Penalty: 5871.331055
	Iteration 54Q: 3 clusters Score -1.927975e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 136849 members 
Entering Unmasked Estep 
Score: -19279738.000000 Penalty: 5871.331055
	Iteration 55Q: 3 clusters Score -1.927974e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 136870 members 
Entering Unmasked Estep 
Score: -19279728.000000 Penalty: 5871.331055
	Iteration 56Q: 3 clusters Score -1.927973e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 136889 members 
Entering Unmasked Estep 
Score: -19279734.000000 Penalty: 5871.331055
	Iteration 57Q: 3 clusters Score -1.927973e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 136903 members 
Entering Unmasked Estep 
Score: -19279722.000000 Penalty: 5871.331055
	Iteration 58Q: 3 clusters Score -1.927972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 136916 members 
Entering Unmasked Estep 
Score: -19279728.000000 Penalty: 5871.331055
	Iteration 59Q: 3 clusters Score -1.927973e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 136927 members 
Entering Unmasked Estep 
Score: -19279722.000000 Penalty: 5871.331055
	Iteration 60F: 3 clusters Score -1.927972e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 136942 members 
Entering Unmasked Estep 
Score: -19279736.000000 Penalty: 5871.331055
	Iteration 61Q: 3 clusters Score -1.927974e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 136959 members 
Entering Unmasked Estep 
Score: -19279746.000000 Penalty: 5871.331055
	Iteration 62Q: 3 clusters Score -1.927975e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 136969 members 
Entering Unmasked Estep 
Score: -19279740.000000 Penalty: 5871.331055
	Iteration 63Q: 3 clusters Score -1.927974e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 136981 members 
Entering Unmasked Estep 
Score: -19279718.000000 Penalty: 5871.331055
	Iteration 64Q: 3 clusters Score -1.927972e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 136989 members 
Entering Unmasked Estep 
Score: -19279742.000000 Penalty: 5871.331055
	Iteration 65Q: 3 clusters Score -1.927974e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 137001 members 
Entering Unmasked Estep 
Score: -19279748.000000 Penalty: 5871.331055
	Iteration 66Q: 3 clusters Score -1.927975e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 137006 members 
Entering Unmasked Estep 
Score: -19279740.000000 Penalty: 5871.331055
	Iteration 67Q: 3 clusters Score -1.927974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 137017 members 
Entering Unmasked Estep 
Score: -19279730.000000 Penalty: 5871.331055
	Iteration 68Q: 3 clusters Score -1.927973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 137022 members 
Entering Unmasked Estep 
Score: -19279736.000000 Penalty: 5871.331055
	Iteration 69Q: 3 clusters Score -1.927974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 137030 members 
Entering Unmasked Estep 
Score: -19279712.000000 Penalty: 5871.331055
	Iteration 70Q: 3 clusters Score -1.927971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 137037 members 
Entering Unmasked Estep 
Score: -19279712.000000 Penalty: 5871.331055
	Iteration 71Q: 3 clusters Score -1.927971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 137042 members 
Entering Unmasked Estep 
Score: -19279720.000000 Penalty: 5871.331055
	Iteration 72Q: 3 clusters Score -1.927972e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 137049 members 
Entering Unmasked Estep 
Score: -19279744.000000 Penalty: 5871.331055
	Iteration 73Q: 3 clusters Score -1.927974e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 137064 members 
Entering Unmasked Estep 
Score: -19279732.000000 Penalty: 5871.331055
	Iteration 74Q: 3 clusters Score -1.927973e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 137071 members 
Entering Unmasked Estep 
Score: -19279736.000000 Penalty: 5871.331055
	Iteration 75Q: 3 clusters Score -1.927974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 137078 members 
Entering Unmasked Estep 
Score: -19279746.000000 Penalty: 5871.331055
	Iteration 76Q: 3 clusters Score -1.927975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 137085 members 
Entering Unmasked Estep 
Score: -19279768.000000 Penalty: 5871.331055
	Iteration 77Q: 3 clusters Score -1.927977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 137094 members 
Entering Unmasked Estep 
Score: -19279772.000000 Penalty: 5871.331055
	Iteration 78Q: 3 clusters Score -1.927977e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 137107 members 
Entering Unmasked Estep 
Score: -19279766.000000 Penalty: 5871.331055
	Iteration 79Q: 3 clusters Score -1.927977e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 137119 members 
Entering Unmasked Estep 
Score: -19279768.000000 Penalty: 5871.331055
	Iteration 80F: 3 clusters Score -1.927977e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 137137 members 
Entering Unmasked Estep 
Score: -19279792.000000 Penalty: 5871.331055
	Iteration 81Q: 3 clusters Score -1.927979e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 137150 members 
Entering Unmasked Estep 
Score: -19279764.000000 Penalty: 5871.331055
	Iteration 82Q: 3 clusters Score -1.927976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 137149 members 
Entering Unmasked Estep 
Score: -19279774.000000 Penalty: 5871.331055
	Iteration 83Q: 3 clusters Score -1.927977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 137150 members 
Entering Unmasked Estep 
Score: -19279776.000000 Penalty: 5871.331055
	Iteration 84Q: 3 clusters Score -1.927978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 137154 members 
Entering Unmasked Estep 
Score: -19279774.000000 Penalty: 5871.331055
	Iteration 85Q: 3 clusters Score -1.927977e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 137163 members 
Entering Unmasked Estep 
Score: -19279780.000000 Penalty: 5871.331055
	Iteration 86Q: 3 clusters Score -1.927978e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 137165 members 
Entering Unmasked Estep 
Score: -19279772.000000 Penalty: 5871.331055
	Iteration 87Q: 3 clusters Score -1.927977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 137168 members 
Entering Unmasked Estep 
Score: -19279792.000000 Penalty: 5871.331055
	Iteration 88Q: 3 clusters Score -1.927979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 137177 members 
Entering Unmasked Estep 
Score: -19279778.000000 Penalty: 5871.331055
	Iteration 89Q: 3 clusters Score -1.927978e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 137181 members 
Entering Unmasked Estep 
Score: -19279786.000000 Penalty: 5871.331055
	Iteration 90Q: 3 clusters Score -1.927979e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 137187 members 
Entering Unmasked Estep 
Score: -19279764.000000 Penalty: 5871.331055
	Iteration 91Q: 3 clusters Score -1.927976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 137189 members 
Entering Unmasked Estep 
Score: -19279794.000000 Penalty: 5871.331055
	Iteration 92Q: 3 clusters Score -1.927979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 137191 members 
Entering Unmasked Estep 
Score: -19279792.000000 Penalty: 5871.331055
	Iteration 93Q: 3 clusters Score -1.927979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 137194 members 
Entering Unmasked Estep 
Score: -19279808.000000 Penalty: 5871.331055
	Iteration 94Q: 3 clusters Score -1.927981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 137194 members 
Entering Unmasked Estep 
Score: -19279792.000000 Penalty: 5871.331055
	Iteration 95Q: 3 clusters Score -1.927979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 137197 members 
Entering Unmasked Estep 
Score: -19279806.000000 Penalty: 5871.331055
	Iteration 96Q: 3 clusters Score -1.927981e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 137202 members 
Entering Unmasked Estep 
Score: -19279796.000000 Penalty: 5871.331055
	Iteration 97Q: 3 clusters Score -1.92798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 137207 members 
Entering Unmasked Estep 
Score: -19279790.000000 Penalty: 5871.331055
	Iteration 98Q: 3 clusters Score -1.927979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 137211 members 
Entering Unmasked Estep 
Score: -19279802.000000 Penalty: 5871.331055
	Iteration 99Q: 3 clusters Score -1.92798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 137217 members 
Entering Unmasked Estep 
Score: -19279786.000000 Penalty: 5871.331055
	Iteration 100F: 3 clusters Score -1.927979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 137223 members 
Entering Unmasked Estep 
Score: -19279792.000000 Penalty: 5871.331055
	Iteration 101Q: 3 clusters Score -1.927979e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 137226 members 
Entering Unmasked Estep 
Score: -19279804.000000 Penalty: 5871.331055
	Iteration 102Q: 3 clusters Score -1.92798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 137226 members 
Entering Unmasked Estep 
Score: -19279802.000000 Penalty: 5871.331055
	Iteration 103Q: 3 clusters Score -1.92798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 137225 members 
Entering Unmasked Estep 
Score: -19279792.000000 Penalty: 5871.331055
	Iteration 104Q: 3 clusters Score -1.927979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 137226 members 
Entering Unmasked Estep 
Score: -19279796.000000 Penalty: 5871.331055
	Iteration 105Q: 3 clusters Score -1.92798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 137226 members 
Entering Unmasked Estep 
Score: -19279796.000000 Penalty: 5871.331055
	Iteration 106F: 3 clusters Score -1.92798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Entering Unmasked Estep 
Score: -314431.218750 Penalty: 1928.996460
	Iteration 0F: 2 clusters Score -314431.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -311566.281250 Penalty: 3857.992920
	Iteration 0F: 3 clusters Score -311566.3 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -312129.437500 Penalty: 3857.992920
	Iteration 1F: 3 clusters Score -312129.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -312292.218750 Penalty: 3857.992920
	Iteration 2F: 3 clusters Score -312292.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -312385.593750 Penalty: 3857.992920
	Iteration 3Q: 3 clusters Score -312385.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -312455.750000 Penalty: 3857.992920
	Iteration 4Q: 3 clusters Score -312455.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -312516.718750 Penalty: 3857.992920
	Iteration 5Q: 3 clusters Score -312516.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -312561.093750 Penalty: 3857.992920
	Iteration 6Q: 3 clusters Score -312561.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -312610.593750 Penalty: 3857.992920
	Iteration 7Q: 3 clusters Score -312610.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -312657.031250 Penalty: 3857.992920
	Iteration 8Q: 3 clusters Score -312657 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -312692.250000 Penalty: 3857.992920
	Iteration 9Q: 3 clusters Score -312692.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -312721.968750 Penalty: 3857.992920
	Iteration 10Q: 3 clusters Score -312722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -312758.718750 Penalty: 3857.992920
	Iteration 11Q: 3 clusters Score -312758.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -312783.906250 Penalty: 3857.992920
	Iteration 12Q: 3 clusters Score -312783.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -312799.687500 Penalty: 3857.992920
	Iteration 13Q: 3 clusters Score -312799.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -312812.218750 Penalty: 3857.992920
	Iteration 14Q: 3 clusters Score -312812.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -312837.312500 Penalty: 3857.992920
	Iteration 15Q: 3 clusters Score -312837.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -312858.906250 Penalty: 3857.992920
	Iteration 16Q: 3 clusters Score -312858.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -312878.281250 Penalty: 3857.992920
	Iteration 17Q: 3 clusters Score -312878.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -312895.156250 Penalty: 3857.992920
	Iteration 18Q: 3 clusters Score -312895.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -312905.875000 Penalty: 3857.992920
	Iteration 19Q: 3 clusters Score -312905.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -312919.562500 Penalty: 3857.992920
	Iteration 20F: 3 clusters Score -312919.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -312926.531250 Penalty: 3857.992920
	Iteration 21Q: 3 clusters Score -312926.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -312930.968750 Penalty: 3857.992920
	Iteration 22Q: 3 clusters Score -312931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -312932.562500 Penalty: 3857.992920
	Iteration 23Q: 3 clusters Score -312932.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -312932.562500 Penalty: 3857.992920
	Iteration 24F: 3 clusters Score -312932.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Entering Unmasked Estep 
Score: -5959280.000000 Penalty: 2647.120605
	Iteration 0F: 2 clusters Score -5959280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -5930100.000000 Penalty: 5294.241211
	Iteration 0F: 3 clusters Score -5930100 nChanged 19850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -5941441.000000 Penalty: 5294.241211
	Iteration 1F: 3 clusters Score -5941441 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -5942355.000000 Penalty: 5294.241211
	Iteration 2F: 3 clusters Score -5942355 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -5943522.000000 Penalty: 5294.241211
	Iteration 3F: 3 clusters Score -5943522 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -5944908.500000 Penalty: 5294.241211
	Iteration 4F: 3 clusters Score -5944908 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -5946736.500000 Penalty: 5294.241211
	Iteration 5F: 3 clusters Score -5946736 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -5948814.000000 Penalty: 5294.241211
	Iteration 6F: 3 clusters Score -5948814 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -5950996.500000 Penalty: 5294.241211
	Iteration 7F: 3 clusters Score -5950996 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -5952915.500000 Penalty: 5294.241211
	Iteration 8F: 3 clusters Score -5952916 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -5954265.500000 Penalty: 5294.241211
	Iteration 9Q: 3 clusters Score -5954266 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -5955263.500000 Penalty: 5294.241211
	Iteration 10Q: 3 clusters Score -5955264 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -5955924.000000 Penalty: 5294.241211
	Iteration 11Q: 3 clusters Score -5955924 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -5956326.000000 Penalty: 5294.241211
	Iteration 12Q: 3 clusters Score -5956326 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -5956525.000000 Penalty: 5294.241211
	Iteration 13Q: 3 clusters Score -5956525 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -5956637.000000 Penalty: 5294.241211
	Iteration 14Q: 3 clusters Score -5956637 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -5956740.000000 Penalty: 5294.241211
	Iteration 15Q: 3 clusters Score -5956740 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -5956838.000000 Penalty: 5294.241211
	Iteration 16Q: 3 clusters Score -5956838 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -5956902.000000 Penalty: 5294.241211
	Iteration 17Q: 3 clusters Score -5956902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -5956927.500000 Penalty: 5294.241211
	Iteration 18Q: 3 clusters Score -5956928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -5956950.500000 Penalty: 5294.241211
	Iteration 19Q: 3 clusters Score -5956950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -5956963.000000 Penalty: 5294.241211
	Iteration 20F: 3 clusters Score -5956963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -5956967.500000 Penalty: 5294.241211
	Iteration 21Q: 3 clusters Score -5956968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -5956969.500000 Penalty: 5294.241211
	Iteration 22Q: 3 clusters Score -5956970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -5956989.000000 Penalty: 5294.241211
	Iteration 23Q: 3 clusters Score -5956989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -5956989.000000 Penalty: 5294.241211
	Iteration 24Q: 3 clusters Score -5956989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -5956987.500000 Penalty: 5294.241211
	Iteration 25Q: 3 clusters Score -5956988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -5956996.000000 Penalty: 5294.241211
	Iteration 26Q: 3 clusters Score -5956996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -5957001.000000 Penalty: 5294.241211
	Iteration 27Q: 3 clusters Score -5957001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -5957000.500000 Penalty: 5294.241211
	Iteration 28Q: 3 clusters Score -5957000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -5957000.000000 Penalty: 5294.241211
	Iteration 29Q: 3 clusters Score -5957000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -5956998.500000 Penalty: 5294.241211
	Iteration 30Q: 3 clusters Score -5956998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -5956999.500000 Penalty: 5294.241211
	Iteration 31Q: 3 clusters Score -5957000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -5957005.000000 Penalty: 5294.241211
	Iteration 32Q: 3 clusters Score -5957005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -5957002.500000 Penalty: 5294.241211
	Iteration 33Q: 3 clusters Score -5957002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -5957001.500000 Penalty: 5294.241211
	Iteration 34Q: 3 clusters Score -5957002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -5957006.500000 Penalty: 5294.241211
	Iteration 35Q: 3 clusters Score -5957006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -5957006.500000 Penalty: 5294.241211
	Iteration 36F: 3 clusters Score -5957006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (72636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72636 members 
Entering Unmasked Estep 
Score: -10094498.000000 Penalty: 2775.917725
	Iteration 0F: 2 clusters Score -1.00945e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -10045922.000000 Penalty: 5551.835449
	Iteration 0F: 3 clusters Score -1.004592e+07 nChanged 34028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -10065032.000000 Penalty: 5551.835449
	Iteration 1F: 3 clusters Score -1.006503e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -10065641.000000 Penalty: 5551.835449
	Iteration 2Q: 3 clusters Score -1.006564e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -10066325.000000 Penalty: 5551.835449
	Iteration 3Q: 3 clusters Score -1.006632e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -10067144.000000 Penalty: 5551.835449
	Iteration 4Q: 3 clusters Score -1.006714e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -10068144.000000 Penalty: 5551.835449
	Iteration 5Q: 3 clusters Score -1.006814e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -10069867.000000 Penalty: 5551.835449
	Iteration 6Q: 3 clusters Score -1.006987e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49993 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -10072613.000000 Penalty: 5551.835449
	Iteration 7F: 3 clusters Score -1.007261e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54956 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -10076515.000000 Penalty: 5551.835449
	Iteration 8F: 3 clusters Score -1.007652e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -10081427.000000 Penalty: 5551.835449
	Iteration 9F: 3 clusters Score -1.008143e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64931 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -10085666.000000 Penalty: 5551.835449
	Iteration 10F: 3 clusters Score -1.008567e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68141 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -10088626.000000 Penalty: 5551.835449
	Iteration 11Q: 3 clusters Score -1.008863e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70041 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -10090255.000000 Penalty: 5551.835449
	Iteration 12Q: 3 clusters Score -1.009026e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71062 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -10091134.000000 Penalty: 5551.835449
	Iteration 13Q: 3 clusters Score -1.009113e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71571 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -10091538.000000 Penalty: 5551.835449
	Iteration 14Q: 3 clusters Score -1.009154e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71839 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -10091771.000000 Penalty: 5551.835449
	Iteration 15Q: 3 clusters Score -1.009177e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71979 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -10091864.000000 Penalty: 5551.835449
	Iteration 16Q: 3 clusters Score -1.009186e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72064 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -10091922.000000 Penalty: 5551.835449
	Iteration 17Q: 3 clusters Score -1.009192e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72102 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -10091965.000000 Penalty: 5551.835449
	Iteration 18Q: 3 clusters Score -1.009196e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72128 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10091991.000000 Penalty: 5551.835449
	Iteration 19Q: 3 clusters Score -1.009199e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72148 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -10092026.000000 Penalty: 5551.835449
	Iteration 20F: 3 clusters Score -1.009203e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72169 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -10092061.000000 Penalty: 5551.835449
	Iteration 21Q: 3 clusters Score -1.009206e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72185 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -10092066.000000 Penalty: 5551.835449
	Iteration 22Q: 3 clusters Score -1.009207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72194 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10092076.000000 Penalty: 5551.835449
	Iteration 23Q: 3 clusters Score -1.009208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72200 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -10092074.000000 Penalty: 5551.835449
	Iteration 24Q: 3 clusters Score -1.009207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72205 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -10092078.000000 Penalty: 5551.835449
	Iteration 25Q: 3 clusters Score -1.009208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72208 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -10092087.000000 Penalty: 5551.835449
	Iteration 26Q: 3 clusters Score -1.009209e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72210 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -10092087.000000 Penalty: 5551.835449
	Iteration 27Q: 3 clusters Score -1.009209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72212 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -10092098.000000 Penalty: 5551.835449
	Iteration 28Q: 3 clusters Score -1.00921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72213 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -10092108.000000 Penalty: 5551.835449
	Iteration 29Q: 3 clusters Score -1.009211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72214 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -10092108.000000 Penalty: 5551.835449
	Iteration 30Q: 3 clusters Score -1.009211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72215 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -10092104.000000 Penalty: 5551.835449
	Iteration 31Q: 3 clusters Score -1.00921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72216 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -10092106.000000 Penalty: 5551.835449
	Iteration 32Q: 3 clusters Score -1.009211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72216 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -10092106.000000 Penalty: 5551.835449
	Iteration 33F: 3 clusters Score -1.009211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -758535.750000 Penalty: 2142.222412
	Iteration 0F: 2 clusters Score -758535.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -753582.687500 Penalty: 4284.444824
	Iteration 0F: 3 clusters Score -753582.7 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -754806.750000 Penalty: 4284.444824
	Iteration 1F: 3 clusters Score -754806.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -755075.500000 Penalty: 4284.444824
	Iteration 2F: 3 clusters Score -755075.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -755270.000000 Penalty: 4284.444824
	Iteration 3F: 3 clusters Score -755270 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -755423.437500 Penalty: 4284.444824
	Iteration 4Q: 3 clusters Score -755423.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -755563.250000 Penalty: 4284.444824
	Iteration 5Q: 3 clusters Score -755563.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -755702.312500 Penalty: 4284.444824
	Iteration 6Q: 3 clusters Score -755702.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -755809.562500 Penalty: 4284.444824
	Iteration 7Q: 3 clusters Score -755809.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -755897.687500 Penalty: 4284.444824
	Iteration 8Q: 3 clusters Score -755897.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -755975.625000 Penalty: 4284.444824
	Iteration 9Q: 3 clusters Score -755975.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -756047.062500 Penalty: 4284.444824
	Iteration 10Q: 3 clusters Score -756047.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -756108.500000 Penalty: 4284.444824
	Iteration 11Q: 3 clusters Score -756108.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -756168.812500 Penalty: 4284.444824
	Iteration 12Q: 3 clusters Score -756168.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -756228.375000 Penalty: 4284.444824
	Iteration 13Q: 3 clusters Score -756228.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -756300.125000 Penalty: 4284.444824
	Iteration 14Q: 3 clusters Score -756300.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -756383.750000 Penalty: 4284.444824
	Iteration 15Q: 3 clusters Score -756383.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -756460.500000 Penalty: 4284.444824
	Iteration 16Q: 3 clusters Score -756460.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -756530.125000 Penalty: 4284.444824
	Iteration 17Q: 3 clusters Score -756530.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -756601.500000 Penalty: 4284.444824
	Iteration 18Q: 3 clusters Score -756601.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -756653.187500 Penalty: 4284.444824
	Iteration 19Q: 3 clusters Score -756653.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -756697.375000 Penalty: 4284.444824
	Iteration 20F: 3 clusters Score -756697.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -756735.062500 Penalty: 4284.444824
	Iteration 21Q: 3 clusters Score -756735.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -756761.750000 Penalty: 4284.444824
	Iteration 22Q: 3 clusters Score -756761.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -756787.437500 Penalty: 4284.444824
	Iteration 23Q: 3 clusters Score -756787.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -756825.687500 Penalty: 4284.444824
	Iteration 24Q: 3 clusters Score -756825.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -756872.000000 Penalty: 4284.444824
	Iteration 25Q: 3 clusters Score -756872 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -756910.437500 Penalty: 4284.444824
	Iteration 26Q: 3 clusters Score -756910.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -756942.312500 Penalty: 4284.444824
	Iteration 27Q: 3 clusters Score -756942.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -756979.687500 Penalty: 4284.444824
	Iteration 28Q: 3 clusters Score -756979.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -757007.812500 Penalty: 4284.444824
	Iteration 29Q: 3 clusters Score -757007.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -757027.937500 Penalty: 4284.444824
	Iteration 30Q: 3 clusters Score -757027.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -757046.062500 Penalty: 4284.444824
	Iteration 31Q: 3 clusters Score -757046.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -757057.562500 Penalty: 4284.444824
	Iteration 32Q: 3 clusters Score -757057.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -757070.062500 Penalty: 4284.444824
	Iteration 33Q: 3 clusters Score -757070.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -757078.375000 Penalty: 4284.444824
	Iteration 34Q: 3 clusters Score -757078.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -757086.562500 Penalty: 4284.444824
	Iteration 35Q: 3 clusters Score -757086.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -757092.000000 Penalty: 4284.444824
	Iteration 36Q: 3 clusters Score -757092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -757100.375000 Penalty: 4284.444824
	Iteration 37Q: 3 clusters Score -757100.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -757104.062500 Penalty: 4284.444824
	Iteration 38Q: 3 clusters Score -757104.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -757110.500000 Penalty: 4284.444824
	Iteration 39Q: 3 clusters Score -757110.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -757118.937500 Penalty: 4284.444824
	Iteration 40F: 3 clusters Score -757118.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -757124.750000 Penalty: 4284.444824
	Iteration 41Q: 3 clusters Score -757124.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -757129.312500 Penalty: 4284.444824
	Iteration 42Q: 3 clusters Score -757129.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -757136.437500 Penalty: 4284.444824
	Iteration 43Q: 3 clusters Score -757136.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -757141.062500 Penalty: 4284.444824
	Iteration 44Q: 3 clusters Score -757141.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -757147.187500 Penalty: 4284.444824
	Iteration 45Q: 3 clusters Score -757147.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -757148.875000 Penalty: 4284.444824
	Iteration 46Q: 3 clusters Score -757148.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -757150.375000 Penalty: 4284.444824
	Iteration 47Q: 3 clusters Score -757150.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -757150.312500 Penalty: 4284.444824
	Iteration 48Q: 3 clusters Score -757150.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -757152.312500 Penalty: 4284.444824
	Iteration 49Q: 3 clusters Score -757152.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -757155.125000 Penalty: 4284.444824
	Iteration 50Q: 3 clusters Score -757155.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -757157.250000 Penalty: 4284.444824
	Iteration 51Q: 3 clusters Score -757157.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -757160.125000 Penalty: 4284.444824
	Iteration 52Q: 3 clusters Score -757160.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -757170.562500 Penalty: 4284.444824
	Iteration 53Q: 3 clusters Score -757170.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -757177.875000 Penalty: 4284.444824
	Iteration 54Q: 3 clusters Score -757177.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -757188.437500 Penalty: 4284.444824
	Iteration 55Q: 3 clusters Score -757188.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -757199.312500 Penalty: 4284.444824
	Iteration 56Q: 3 clusters Score -757199.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -757213.750000 Penalty: 4284.444824
	Iteration 57Q: 3 clusters Score -757213.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -757222.812500 Penalty: 4284.444824
	Iteration 58Q: 3 clusters Score -757222.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -757230.812500 Penalty: 4284.444824
	Iteration 59Q: 3 clusters Score -757230.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -757237.250000 Penalty: 4284.444824
	Iteration 60F: 3 clusters Score -757237.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -757243.625000 Penalty: 4284.444824
	Iteration 61Q: 3 clusters Score -757243.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -757255.812500 Penalty: 4284.444824
	Iteration 62Q: 3 clusters Score -757255.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -757266.500000 Penalty: 4284.444824
	Iteration 63Q: 3 clusters Score -757266.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -757278.062500 Penalty: 4284.444824
	Iteration 64Q: 3 clusters Score -757278.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -757293.125000 Penalty: 4284.444824
	Iteration 65Q: 3 clusters Score -757293.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -757305.562500 Penalty: 4284.444824
	Iteration 66Q: 3 clusters Score -757305.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -757320.437500 Penalty: 4284.444824
	Iteration 67Q: 3 clusters Score -757320.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -757330.375000 Penalty: 4284.444824
	Iteration 68Q: 3 clusters Score -757330.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -757340.375000 Penalty: 4284.444824
	Iteration 69Q: 3 clusters Score -757340.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -757352.312500 Penalty: 4284.444824
	Iteration 70Q: 3 clusters Score -757352.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -757356.937500 Penalty: 4284.444824
	Iteration 71Q: 3 clusters Score -757356.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -757363.062500 Penalty: 4284.444824
	Iteration 72Q: 3 clusters Score -757363.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -757365.750000 Penalty: 4284.444824
	Iteration 73Q: 3 clusters Score -757365.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -757367.437500 Penalty: 4284.444824
	Iteration 74Q: 3 clusters Score -757367.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -757370.812500 Penalty: 4284.444824
	Iteration 75Q: 3 clusters Score -757370.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -757373.750000 Penalty: 4284.444824
	Iteration 76Q: 3 clusters Score -757373.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -757376.750000 Penalty: 4284.444824
	Iteration 77Q: 3 clusters Score -757376.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -757379.500000 Penalty: 4284.444824
	Iteration 78Q: 3 clusters Score -757379.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -757383.750000 Penalty: 4284.444824
	Iteration 79Q: 3 clusters Score -757383.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -757386.562500 Penalty: 4284.444824
	Iteration 80F: 3 clusters Score -757386.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -757389.812500 Penalty: 4284.444824
	Iteration 81Q: 3 clusters Score -757389.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -757388.937500 Penalty: 4284.444824
	Iteration 82Q: 3 clusters Score -757388.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -757390.312500 Penalty: 4284.444824
	Iteration 83Q: 3 clusters Score -757390.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -757390.312500 Penalty: 4284.444824
	Iteration 84F: 3 clusters Score -757390.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -533738.812500 Penalty: 2053.427979
	Iteration 0F: 2 clusters Score -533738.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -529867.187500 Penalty: 4106.855957
	Iteration 0F: 3 clusters Score -529867.2 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -530816.937500 Penalty: 4106.855957
	Iteration 1F: 3 clusters Score -530816.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -531016.625000 Penalty: 4106.855957
	Iteration 2F: 3 clusters Score -531016.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -531145.562500 Penalty: 4106.855957
	Iteration 3Q: 3 clusters Score -531145.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -531236.750000 Penalty: 4106.855957
	Iteration 4Q: 3 clusters Score -531236.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -531318.187500 Penalty: 4106.855957
	Iteration 5Q: 3 clusters Score -531318.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -531401.750000 Penalty: 4106.855957
	Iteration 6Q: 3 clusters Score -531401.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -531469.937500 Penalty: 4106.855957
	Iteration 7Q: 3 clusters Score -531469.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -531542.812500 Penalty: 4106.855957
	Iteration 8Q: 3 clusters Score -531542.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -531616.625000 Penalty: 4106.855957
	Iteration 9Q: 3 clusters Score -531616.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -531695.625000 Penalty: 4106.855957
	Iteration 10Q: 3 clusters Score -531695.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -531767.000000 Penalty: 4106.855957
	Iteration 11Q: 3 clusters Score -531767 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -531816.062500 Penalty: 4106.855957
	Iteration 12Q: 3 clusters Score -531816.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -531860.437500 Penalty: 4106.855957
	Iteration 13Q: 3 clusters Score -531860.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -531898.000000 Penalty: 4106.855957
	Iteration 14Q: 3 clusters Score -531898 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -531929.937500 Penalty: 4106.855957
	Iteration 15Q: 3 clusters Score -531929.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -531956.125000 Penalty: 4106.855957
	Iteration 16Q: 3 clusters Score -531956.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -531981.750000 Penalty: 4106.855957
	Iteration 17Q: 3 clusters Score -531981.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -532001.875000 Penalty: 4106.855957
	Iteration 18Q: 3 clusters Score -532001.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -532018.437500 Penalty: 4106.855957
	Iteration 19Q: 3 clusters Score -532018.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -532026.062500 Penalty: 4106.855957
	Iteration 20F: 3 clusters Score -532026.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -532035.625000 Penalty: 4106.855957
	Iteration 21Q: 3 clusters Score -532035.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -532042.625000 Penalty: 4106.855957
	Iteration 22Q: 3 clusters Score -532042.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -532050.125000 Penalty: 4106.855957
	Iteration 23Q: 3 clusters Score -532050.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -532055.750000 Penalty: 4106.855957
	Iteration 24Q: 3 clusters Score -532055.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -532059.375000 Penalty: 4106.855957
	Iteration 25Q: 3 clusters Score -532059.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -532062.125000 Penalty: 4106.855957
	Iteration 26Q: 3 clusters Score -532062.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -532064.937500 Penalty: 4106.855957
	Iteration 27Q: 3 clusters Score -532064.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -532067.312500 Penalty: 4106.855957
	Iteration 28Q: 3 clusters Score -532067.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -532068.312500 Penalty: 4106.855957
	Iteration 29Q: 3 clusters Score -532068.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -532071.062500 Penalty: 4106.855957
	Iteration 30Q: 3 clusters Score -532071.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -532072.437500 Penalty: 4106.855957
	Iteration 31Q: 3 clusters Score -532072.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -532072.937500 Penalty: 4106.855957
	Iteration 32Q: 3 clusters Score -532072.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -532075.437500 Penalty: 4106.855957
	Iteration 33Q: 3 clusters Score -532075.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -532077.687500 Penalty: 4106.855957
	Iteration 34Q: 3 clusters Score -532077.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -532084.562500 Penalty: 4106.855957
	Iteration 35Q: 3 clusters Score -532084.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -532089.000000 Penalty: 4106.855957
	Iteration 36Q: 3 clusters Score -532089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -532092.437500 Penalty: 4106.855957
	Iteration 37Q: 3 clusters Score -532092.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -532093.937500 Penalty: 4106.855957
	Iteration 38Q: 3 clusters Score -532093.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -532097.250000 Penalty: 4106.855957
	Iteration 39Q: 3 clusters Score -532097.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -532099.500000 Penalty: 4106.855957
	Iteration 40F: 3 clusters Score -532099.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -532099.437500 Penalty: 4106.855957
	Iteration 41Q: 3 clusters Score -532099.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -532099.750000 Penalty: 4106.855957
	Iteration 42Q: 3 clusters Score -532099.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -532099.750000 Penalty: 4106.855957
	Iteration 43F: 3 clusters Score -532099.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -1043002.500000 Penalty: 2217.178467
	Iteration 0F: 2 clusters Score -1043002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1036801.250000 Penalty: 4434.356934
	Iteration 0F: 3 clusters Score -1036801 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1038508.000000 Penalty: 4434.356934
	Iteration 1F: 3 clusters Score -1038508 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1038845.125000 Penalty: 4434.356934
	Iteration 2F: 3 clusters Score -1038845 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1039193.437500 Penalty: 4434.356934
	Iteration 3F: 3 clusters Score -1039193 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1039538.250000 Penalty: 4434.356934
	Iteration 4F: 3 clusters Score -1039538 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1039884.500000 Penalty: 4434.356934
	Iteration 5F: 3 clusters Score -1039884 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1040203.437500 Penalty: 4434.356934
	Iteration 6F: 3 clusters Score -1040203 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1040494.750000 Penalty: 4434.356934
	Iteration 7Q: 3 clusters Score -1040495 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1040774.125000 Penalty: 4434.356934
	Iteration 8Q: 3 clusters Score -1040774 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1041035.062500 Penalty: 4434.356934
	Iteration 9Q: 3 clusters Score -1041035 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1041266.500000 Penalty: 4434.356934
	Iteration 10Q: 3 clusters Score -1041266 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1041486.312500 Penalty: 4434.356934
	Iteration 11Q: 3 clusters Score -1041486 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1041701.937500 Penalty: 4434.356934
	Iteration 12Q: 3 clusters Score -1041702 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1041902.312500 Penalty: 4434.356934
	Iteration 13Q: 3 clusters Score -1041902 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1042140.687500 Penalty: 4434.356934
	Iteration 14Q: 3 clusters Score -1042141 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1042252.000000 Penalty: 4434.356934
	Iteration 15Q: 3 clusters Score -1042252 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1042286.687500 Penalty: 4434.356934
	Iteration 16Q: 3 clusters Score -1042287 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1042303.062500 Penalty: 4434.356934
	Iteration 17Q: 3 clusters Score -1042303 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1042314.625000 Penalty: 4434.356934
	Iteration 18Q: 3 clusters Score -1042315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1042317.500000 Penalty: 4434.356934
	Iteration 19Q: 3 clusters Score -1042318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1042318.687500 Penalty: 4434.356934
	Iteration 20F: 3 clusters Score -1042319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1042320.312500 Penalty: 4434.356934
	Iteration 21Q: 3 clusters Score -1042320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1042320.187500 Penalty: 4434.356934
	Iteration 22Q: 3 clusters Score -1042320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1042320.187500 Penalty: 4434.356934
	Iteration 23F: 3 clusters Score -1042320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Entering Unmasked Estep 
Score: -161891.500000 Penalty: 1766.270874
	Iteration 0F: 2 clusters Score -161891.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -159764.953125 Penalty: 3532.541748
	Iteration 0F: 3 clusters Score -159765 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -160157.265625 Penalty: 3532.541748
	Iteration 1F: 3 clusters Score -160157.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -160362.296875 Penalty: 3532.541748
	Iteration 2F: 3 clusters Score -160362.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -160515.156250 Penalty: 3532.541748
	Iteration 3F: 3 clusters Score -160515.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -160662.484375 Penalty: 3532.541748
	Iteration 4Q: 3 clusters Score -160662.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -160831.656250 Penalty: 3532.541748
	Iteration 5F: 3 clusters Score -160831.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -160973.265625 Penalty: 3532.541748
	Iteration 6Q: 3 clusters Score -160973.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -161106.828125 Penalty: 3532.541748
	Iteration 7Q: 3 clusters Score -161106.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -161215.609375 Penalty: 3532.541748
	Iteration 8Q: 3 clusters Score -161215.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -161283.375000 Penalty: 3532.541748
	Iteration 9Q: 3 clusters Score -161283.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -161341.234375 Penalty: 3532.541748
	Iteration 10Q: 3 clusters Score -161341.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -161444.421875 Penalty: 3532.541748
	Iteration 11Q: 3 clusters Score -161444.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -161751.656250 Penalty: 3532.541748
	Iteration 12Q: 3 clusters Score -161751.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -161968.750000 Penalty: 3532.541748
	Iteration 13Q: 3 clusters Score -161968.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -162007.593750 Penalty: 3532.541748
	Iteration 14Q: 3 clusters Score -162007.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -162036.421875 Penalty: 3532.541748
	Iteration 15Q: 3 clusters Score -162036.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -162066.062500 Penalty: 3532.541748
	Iteration 16Q: 3 clusters Score -162066.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -162112.781250 Penalty: 3532.541748
	Iteration 17Q: 3 clusters Score -162112.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -162182.140625 Penalty: 3532.541748
	Iteration 18Q: 3 clusters Score -162182.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -162293.046875 Penalty: 3532.541748
	Iteration 19Q: 3 clusters Score -162293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -162363.734375 Penalty: 3532.541748
	Iteration 20F: 3 clusters Score -162363.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -162427.000000 Penalty: 3532.541748
	Iteration 21Q: 3 clusters Score -162427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -162507.859375 Penalty: 3532.541748
	Iteration 22Q: 3 clusters Score -162507.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -162638.468750 Penalty: 3532.541748
	Iteration 23Q: 3 clusters Score -162638.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -162852.906250 Penalty: 3532.541748
	Iteration 24Q: 3 clusters Score -162852.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -162864.437500 Penalty: 3532.541748
	Iteration 25Q: 3 clusters Score -162864.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -162864.437500 Penalty: 3532.541748
	Iteration 26F: 3 clusters Score -162864.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130041 members 
Mstep: Class 3 contains 45313 members 
Mstep: Class 4 contains 8918 members 
Mstep: Class 5 contains 187089 members 
Mstep: Class 6 contains 127834 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27995 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55580 members 
Mstep: Class 13 contains 17509 members 
Mstep: Class 14 contains 12530 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35634 members 
Mstep: Class 17 contains 9263 members 
Mstep: Class 18 contains 27196 members 
Mstep: Class 19 contains 138325 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43212 members 
Mstep: Class 22 contains 72636 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7633 members 
Mstep: Class 26 contains 597 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42103 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Mstep: Class 34 contains 642 members 
Entering Unmasked Estep 
Score: -142934720.000000 Penalty: 116931.921875
Splitting cluster 26 changes total score from -142935360.000000 to -142934720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Entering Unmasked Estep 
Score: -387899.875000 Penalty: 1976.057373
	Iteration 0F: 2 clusters Score -387899.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -384717.718750 Penalty: 3952.114746
	Iteration 0F: 3 clusters Score -384717.7 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -385331.937500 Penalty: 3952.114746
	Iteration 1F: 3 clusters Score -385331.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -385482.343750 Penalty: 3952.114746
	Iteration 2F: 3 clusters Score -385482.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -385563.468750 Penalty: 3952.114746
	Iteration 3Q: 3 clusters Score -385563.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -385616.406250 Penalty: 3952.114746
	Iteration 4Q: 3 clusters Score -385616.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -385659.250000 Penalty: 3952.114746
	Iteration 5Q: 3 clusters Score -385659.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -385697.781250 Penalty: 3952.114746
	Iteration 6Q: 3 clusters Score -385697.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -385727.468750 Penalty: 3952.114746
	Iteration 7Q: 3 clusters Score -385727.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -385746.312500 Penalty: 3952.114746
	Iteration 8Q: 3 clusters Score -385746.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -385768.250000 Penalty: 3952.114746
	Iteration 9Q: 3 clusters Score -385768.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -385789.937500 Penalty: 3952.114746
	Iteration 10Q: 3 clusters Score -385789.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -385811.531250 Penalty: 3952.114746
	Iteration 11Q: 3 clusters Score -385811.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -385832.593750 Penalty: 3952.114746
	Iteration 12Q: 3 clusters Score -385832.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -385853.906250 Penalty: 3952.114746
	Iteration 13Q: 3 clusters Score -385853.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -385873.343750 Penalty: 3952.114746
	Iteration 14Q: 3 clusters Score -385873.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -385894.687500 Penalty: 3952.114746
	Iteration 15Q: 3 clusters Score -385894.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -385921.625000 Penalty: 3952.114746
	Iteration 16Q: 3 clusters Score -385921.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -385947.781250 Penalty: 3952.114746
	Iteration 17Q: 3 clusters Score -385947.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -385971.500000 Penalty: 3952.114746
	Iteration 18Q: 3 clusters Score -385971.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -386003.906250 Penalty: 3952.114746
	Iteration 19Q: 3 clusters Score -386003.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -386045.937500 Penalty: 3952.114746
	Iteration 20F: 3 clusters Score -386045.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -386086.781250 Penalty: 3952.114746
	Iteration 21Q: 3 clusters Score -386086.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -386114.562500 Penalty: 3952.114746
	Iteration 22Q: 3 clusters Score -386114.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -386152.937500 Penalty: 3952.114746
	Iteration 23Q: 3 clusters Score -386152.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -386197.437500 Penalty: 3952.114746
	Iteration 24Q: 3 clusters Score -386197.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -386250.750000 Penalty: 3952.114746
	Iteration 25Q: 3 clusters Score -386250.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -386299.687500 Penalty: 3952.114746
	Iteration 26Q: 3 clusters Score -386299.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -386339.968750 Penalty: 3952.114746
	Iteration 27Q: 3 clusters Score -386340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -386375.437500 Penalty: 3952.114746
	Iteration 28Q: 3 clusters Score -386375.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -386410.875000 Penalty: 3952.114746
	Iteration 29Q: 3 clusters Score -386410.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -386435.687500 Penalty: 3952.114746
	Iteration 30Q: 3 clusters Score -386435.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -386454.312500 Penalty: 3952.114746
	Iteration 31Q: 3 clusters Score -386454.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -386479.531250 Penalty: 3952.114746
	Iteration 32Q: 3 clusters Score -386479.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -386516.812500 Penalty: 3952.114746
	Iteration 33Q: 3 clusters Score -386516.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -386561.156250 Penalty: 3952.114746
	Iteration 34Q: 3 clusters Score -386561.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -386605.750000 Penalty: 3952.114746
	Iteration 35Q: 3 clusters Score -386605.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -386641.031250 Penalty: 3952.114746
	Iteration 36Q: 3 clusters Score -386641 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -386672.062500 Penalty: 3952.114746
	Iteration 37Q: 3 clusters Score -386672.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -386723.625000 Penalty: 3952.114746
	Iteration 38Q: 3 clusters Score -386723.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -386776.250000 Penalty: 3952.114746
	Iteration 39Q: 3 clusters Score -386776.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -386830.187500 Penalty: 3952.114746
	Iteration 40F: 3 clusters Score -386830.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -386875.156250 Penalty: 3952.114746
	Iteration 41Q: 3 clusters Score -386875.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -386912.250000 Penalty: 3952.114746
	Iteration 42Q: 3 clusters Score -386912.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -386931.593750 Penalty: 3952.114746
	Iteration 43Q: 3 clusters Score -386931.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -386942.375000 Penalty: 3952.114746
	Iteration 44Q: 3 clusters Score -386942.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -386949.937500 Penalty: 3952.114746
	Iteration 45Q: 3 clusters Score -386949.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -386953.312500 Penalty: 3952.114746
	Iteration 46Q: 3 clusters Score -386953.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -386957.187500 Penalty: 3952.114746
	Iteration 47Q: 3 clusters Score -386957.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -386961.718750 Penalty: 3952.114746
	Iteration 48Q: 3 clusters Score -386961.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -386965.437500 Penalty: 3952.114746
	Iteration 49Q: 3 clusters Score -386965.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -386969.812500 Penalty: 3952.114746
	Iteration 50Q: 3 clusters Score -386969.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -386971.000000 Penalty: 3952.114746
	Iteration 51Q: 3 clusters Score -386971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -386970.906250 Penalty: 3952.114746
	Iteration 52Q: 3 clusters Score -386970.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -386970.906250 Penalty: 3952.114746
	Iteration 53F: 3 clusters Score -386970.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -71904.531250 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -71904.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -70444.117188 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -70444.12 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -70714.984375 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -70714.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -70813.140625 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -70813.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -70908.648438 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -70908.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -70969.531250 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -70969.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -71013.929688 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -71013.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -71045.164062 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -71045.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -71075.773438 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -71075.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -71111.265625 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -71111.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -71136.304688 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -71136.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -71171.195312 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -71171.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -71211.453125 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -71211.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -71306.054688 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -71306.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -71355.312500 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -71355.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -71380.367188 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -71380.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -71405.375000 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -71405.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -71458.164062 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -71458.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -71532.351562 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -71532.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71585.054688 Penalty: 3152.629395
	Iteration 18Q: 3 clusters Score -71585.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71587.570312 Penalty: 3152.629395
	Iteration 19Q: 3 clusters Score -71587.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71587.570312 Penalty: 3152.629395
	Iteration 20F: 3 clusters Score -71587.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -26698.179688 Penalty: 1326.082642
	Iteration 0F: 2 clusters Score -26698.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25532.023438 Penalty: 2652.165283
	Iteration 0F: 3 clusters Score -25532.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25574.251953 Penalty: 2652.165283
	Iteration 1Q: 3 clusters Score -25574.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25578.666016 Penalty: 2652.165283
	Iteration 2Q: 3 clusters Score -25578.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25578.666016 Penalty: 2652.165283
	Iteration 3F: 3 clusters Score -25578.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Entering Unmasked Estep 
Score: -2084011.750000 Penalty: 2389.663086
	Iteration 0F: 2 clusters Score -2084012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2072905.875000 Penalty: 4779.326172
	Iteration 0F: 3 clusters Score -2072906 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2076374.625000 Penalty: 4779.326172
	Iteration 1F: 3 clusters Score -2076375 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2076895.250000 Penalty: 4779.326172
	Iteration 2F: 3 clusters Score -2076895 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2077408.000000 Penalty: 4779.326172
	Iteration 3F: 3 clusters Score -2077408 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2077933.625000 Penalty: 4779.326172
	Iteration 4F: 3 clusters Score -2077934 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2078489.250000 Penalty: 4779.326172
	Iteration 5F: 3 clusters Score -2078489 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2079079.125000 Penalty: 4779.326172
	Iteration 6F: 3 clusters Score -2079079 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2079612.500000 Penalty: 4779.326172
	Iteration 7F: 3 clusters Score -2079612 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2080078.250000 Penalty: 4779.326172
	Iteration 8Q: 3 clusters Score -2080078 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2080474.250000 Penalty: 4779.326172
	Iteration 9Q: 3 clusters Score -2080474 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2080791.375000 Penalty: 4779.326172
	Iteration 10Q: 3 clusters Score -2080791 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2081015.625000 Penalty: 4779.326172
	Iteration 11Q: 3 clusters Score -2081016 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -2081201.875000 Penalty: 4779.326172
	Iteration 12Q: 3 clusters Score -2081202 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2081351.250000 Penalty: 4779.326172
	Iteration 13Q: 3 clusters Score -2081351 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2081485.000000 Penalty: 4779.326172
	Iteration 14Q: 3 clusters Score -2081485 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2081580.500000 Penalty: 4779.326172
	Iteration 15Q: 3 clusters Score -2081580 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2081641.875000 Penalty: 4779.326172
	Iteration 16Q: 3 clusters Score -2081642 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2081685.875000 Penalty: 4779.326172
	Iteration 17Q: 3 clusters Score -2081686 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -2081725.750000 Penalty: 4779.326172
	Iteration 18Q: 3 clusters Score -2081726 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2081756.875000 Penalty: 4779.326172
	Iteration 19Q: 3 clusters Score -2081757 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2081794.625000 Penalty: 4779.326172
	Iteration 20F: 3 clusters Score -2081795 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2081820.625000 Penalty: 4779.326172
	Iteration 21Q: 3 clusters Score -2081821 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2081845.750000 Penalty: 4779.326172
	Iteration 22Q: 3 clusters Score -2081846 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2081868.000000 Penalty: 4779.326172
	Iteration 23Q: 3 clusters Score -2081868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2081887.625000 Penalty: 4779.326172
	Iteration 24Q: 3 clusters Score -2081888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2081903.875000 Penalty: 4779.326172
	Iteration 25Q: 3 clusters Score -2081904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2081917.125000 Penalty: 4779.326172
	Iteration 26Q: 3 clusters Score -2081917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2081929.000000 Penalty: 4779.326172
	Iteration 27Q: 3 clusters Score -2081929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2081937.750000 Penalty: 4779.326172
	Iteration 28Q: 3 clusters Score -2081938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2081946.500000 Penalty: 4779.326172
	Iteration 29Q: 3 clusters Score -2081946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2081949.625000 Penalty: 4779.326172
	Iteration 30Q: 3 clusters Score -2081950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2081954.250000 Penalty: 4779.326172
	Iteration 31Q: 3 clusters Score -2081954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2081962.250000 Penalty: 4779.326172
	Iteration 32Q: 3 clusters Score -2081962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2081966.625000 Penalty: 4779.326172
	Iteration 33Q: 3 clusters Score -2081967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2081968.500000 Penalty: 4779.326172
	Iteration 34Q: 3 clusters Score -2081968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2081973.750000 Penalty: 4779.326172
	Iteration 35Q: 3 clusters Score -2081974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2081980.750000 Penalty: 4779.326172
	Iteration 36Q: 3 clusters Score -2081981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2081984.625000 Penalty: 4779.326172
	Iteration 37Q: 3 clusters Score -2081985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -2081984.125000 Penalty: 4779.326172
	Iteration 38Q: 3 clusters Score -2081984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2081985.375000 Penalty: 4779.326172
	Iteration 39Q: 3 clusters Score -2081985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2081985.375000 Penalty: 4779.326172
	Iteration 40F: 3 clusters Score -2081985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (42103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Entering Unmasked Estep 
Score: -5695085.000000 Penalty: 2640.672607
	Iteration 0F: 2 clusters Score -5695085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -5666539.500000 Penalty: 5281.345215
	Iteration 0F: 3 clusters Score -5666540 nChanged 19468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -5677101.500000 Penalty: 5281.345215
	Iteration 1F: 3 clusters Score -5677102 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -5677562.500000 Penalty: 5281.345215
	Iteration 2Q: 3 clusters Score -5677562 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -5677937.000000 Penalty: 5281.345215
	Iteration 3Q: 3 clusters Score -5677937 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -5678295.000000 Penalty: 5281.345215
	Iteration 4Q: 3 clusters Score -5678295 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -5678684.000000 Penalty: 5281.345215
	Iteration 5Q: 3 clusters Score -5678684 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -5679123.000000 Penalty: 5281.345215
	Iteration 6Q: 3 clusters Score -5679123 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -5679725.500000 Penalty: 5281.345215
	Iteration 7Q: 3 clusters Score -5679726 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -5680447.500000 Penalty: 5281.345215
	Iteration 8Q: 3 clusters Score -5680448 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -5681371.000000 Penalty: 5281.345215
	Iteration 9Q: 3 clusters Score -5681371 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -5682524.000000 Penalty: 5281.345215
	Iteration 10Q: 3 clusters Score -5682524 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -5683864.500000 Penalty: 5281.345215
	Iteration 11Q: 3 clusters Score -5683864 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -5685035.000000 Penalty: 5281.345215
	Iteration 12F: 3 clusters Score -5685035 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -5685979.000000 Penalty: 5281.345215
	Iteration 13Q: 3 clusters Score -5685979 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -5686748.500000 Penalty: 5281.345215
	Iteration 14Q: 3 clusters Score -5686748 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -5687394.000000 Penalty: 5281.345215
	Iteration 15Q: 3 clusters Score -5687394 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -5687911.500000 Penalty: 5281.345215
	Iteration 16Q: 3 clusters Score -5687912 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -5688350.000000 Penalty: 5281.345215
	Iteration 17Q: 3 clusters Score -5688350 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -5688724.500000 Penalty: 5281.345215
	Iteration 18Q: 3 clusters Score -5688724 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -5689029.000000 Penalty: 5281.345215
	Iteration 19Q: 3 clusters Score -5689029 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -5689380.500000 Penalty: 5281.345215
	Iteration 20F: 3 clusters Score -5689380 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -5689693.000000 Penalty: 5281.345215
	Iteration 21Q: 3 clusters Score -5689693 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -5690005.500000 Penalty: 5281.345215
	Iteration 22Q: 3 clusters Score -5690006 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -5690342.000000 Penalty: 5281.345215
	Iteration 23Q: 3 clusters Score -5690342 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -5690646.500000 Penalty: 5281.345215
	Iteration 24Q: 3 clusters Score -5690646 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -5690915.000000 Penalty: 5281.345215
	Iteration 25Q: 3 clusters Score -5690915 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -5691160.000000 Penalty: 5281.345215
	Iteration 26Q: 3 clusters Score -5691160 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -5691405.000000 Penalty: 5281.345215
	Iteration 27Q: 3 clusters Score -5691405 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -5691605.000000 Penalty: 5281.345215
	Iteration 28Q: 3 clusters Score -5691605 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -5691780.000000 Penalty: 5281.345215
	Iteration 29Q: 3 clusters Score -5691780 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -5691886.000000 Penalty: 5281.345215
	Iteration 30Q: 3 clusters Score -5691886 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -5692011.500000 Penalty: 5281.345215
	Iteration 31Q: 3 clusters Score -5692012 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -5692128.500000 Penalty: 5281.345215
	Iteration 32Q: 3 clusters Score -5692128 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -5692237.500000 Penalty: 5281.345215
	Iteration 33Q: 3 clusters Score -5692238 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -5692336.000000 Penalty: 5281.345215
	Iteration 34Q: 3 clusters Score -5692336 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -5692415.500000 Penalty: 5281.345215
	Iteration 35Q: 3 clusters Score -5692416 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -5692505.000000 Penalty: 5281.345215
	Iteration 36Q: 3 clusters Score -5692505 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -5692565.000000 Penalty: 5281.345215
	Iteration 37Q: 3 clusters Score -5692565 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -5692623.000000 Penalty: 5281.345215
	Iteration 38Q: 3 clusters Score -5692623 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5692674.500000 Penalty: 5281.345215
	Iteration 39Q: 3 clusters Score -5692674 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5692710.500000 Penalty: 5281.345215
	Iteration 40F: 3 clusters Score -5692710 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5692753.000000 Penalty: 5281.345215
	Iteration 41Q: 3 clusters Score -5692753 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -5692774.000000 Penalty: 5281.345215
	Iteration 42Q: 3 clusters Score -5692774 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5692784.000000 Penalty: 5281.345215
	Iteration 43Q: 3 clusters Score -5692784 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5692810.500000 Penalty: 5281.345215
	Iteration 44Q: 3 clusters Score -5692810 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5692826.000000 Penalty: 5281.345215
	Iteration 45Q: 3 clusters Score -5692826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -5692838.000000 Penalty: 5281.345215
	Iteration 46Q: 3 clusters Score -5692838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5692857.000000 Penalty: 5281.345215
	Iteration 47Q: 3 clusters Score -5692857 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -5692861.500000 Penalty: 5281.345215
	Iteration 48Q: 3 clusters Score -5692862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5692860.500000 Penalty: 5281.345215
	Iteration 49Q: 3 clusters Score -5692860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5692874.500000 Penalty: 5281.345215
	Iteration 50Q: 3 clusters Score -5692874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5692875.000000 Penalty: 5281.345215
	Iteration 51Q: 3 clusters Score -5692875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5692877.000000 Penalty: 5281.345215
	Iteration 52Q: 3 clusters Score -5692877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5692880.000000 Penalty: 5281.345215
	Iteration 53Q: 3 clusters Score -5692880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5692891.000000 Penalty: 5281.345215
	Iteration 54Q: 3 clusters Score -5692891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5692884.500000 Penalty: 5281.345215
	Iteration 55Q: 3 clusters Score -5692884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5692894.500000 Penalty: 5281.345215
	Iteration 56Q: 3 clusters Score -5692894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5692896.000000 Penalty: 5281.345215
	Iteration 57Q: 3 clusters Score -5692896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5692892.500000 Penalty: 5281.345215
	Iteration 58Q: 3 clusters Score -5692892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5692899.500000 Penalty: 5281.345215
	Iteration 59Q: 3 clusters Score -5692900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5692902.000000 Penalty: 5281.345215
	Iteration 60F: 3 clusters Score -5692902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5692904.000000 Penalty: 5281.345215
	Iteration 61Q: 3 clusters Score -5692904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5692905.500000 Penalty: 5281.345215
	Iteration 62Q: 3 clusters Score -5692906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5692908.000000 Penalty: 5281.345215
	Iteration 63Q: 3 clusters Score -5692908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5692905.000000 Penalty: 5281.345215
	Iteration 64Q: 3 clusters Score -5692905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5692904.000000 Penalty: 5281.345215
	Iteration 65Q: 3 clusters Score -5692904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5692904.500000 Penalty: 5281.345215
	Iteration 66Q: 3 clusters Score -5692904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5692903.500000 Penalty: 5281.345215
	Iteration 67Q: 3 clusters Score -5692904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5692908.000000 Penalty: 5281.345215
	Iteration 68Q: 3 clusters Score -5692908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5692912.500000 Penalty: 5281.345215
	Iteration 69Q: 3 clusters Score -5692912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5692914.500000 Penalty: 5281.345215
	Iteration 70Q: 3 clusters Score -5692914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5692916.500000 Penalty: 5281.345215
	Iteration 71Q: 3 clusters Score -5692916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5692917.500000 Penalty: 5281.345215
	Iteration 72Q: 3 clusters Score -5692918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5692919.000000 Penalty: 5281.345215
	Iteration 73Q: 3 clusters Score -5692919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5692919.000000 Penalty: 5281.345215
	Iteration 74F: 3 clusters Score -5692919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Entering Unmasked Estep 
Score: -775319.500000 Penalty: 2141.826660
	Iteration 0F: 2 clusters Score -775319.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -770418.875000 Penalty: 4283.653320
	Iteration 0F: 3 clusters Score -770418.9 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -771631.187500 Penalty: 4283.653320
	Iteration 1F: 3 clusters Score -771631.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -771835.000000 Penalty: 4283.653320
	Iteration 2F: 3 clusters Score -771835 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -771936.125000 Penalty: 4283.653320
	Iteration 3Q: 3 clusters Score -771936.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -772007.437500 Penalty: 4283.653320
	Iteration 4Q: 3 clusters Score -772007.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -772055.437500 Penalty: 4283.653320
	Iteration 5Q: 3 clusters Score -772055.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -772094.625000 Penalty: 4283.653320
	Iteration 6Q: 3 clusters Score -772094.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -772123.125000 Penalty: 4283.653320
	Iteration 7Q: 3 clusters Score -772123.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -772146.375000 Penalty: 4283.653320
	Iteration 8Q: 3 clusters Score -772146.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -772168.000000 Penalty: 4283.653320
	Iteration 9Q: 3 clusters Score -772168 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -772189.750000 Penalty: 4283.653320
	Iteration 10Q: 3 clusters Score -772189.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -772204.625000 Penalty: 4283.653320
	Iteration 11Q: 3 clusters Score -772204.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -772223.812500 Penalty: 4283.653320
	Iteration 12Q: 3 clusters Score -772223.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -772240.875000 Penalty: 4283.653320
	Iteration 13Q: 3 clusters Score -772240.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -772264.562500 Penalty: 4283.653320
	Iteration 14Q: 3 clusters Score -772264.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -772282.812500 Penalty: 4283.653320
	Iteration 15Q: 3 clusters Score -772282.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -772305.375000 Penalty: 4283.653320
	Iteration 16Q: 3 clusters Score -772305.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -772326.250000 Penalty: 4283.653320
	Iteration 17Q: 3 clusters Score -772326.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -772353.250000 Penalty: 4283.653320
	Iteration 18Q: 3 clusters Score -772353.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -772383.312500 Penalty: 4283.653320
	Iteration 19Q: 3 clusters Score -772383.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -772412.250000 Penalty: 4283.653320
	Iteration 20F: 3 clusters Score -772412.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -772452.250000 Penalty: 4283.653320
	Iteration 21Q: 3 clusters Score -772452.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -772501.812500 Penalty: 4283.653320
	Iteration 22Q: 3 clusters Score -772501.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -772561.062500 Penalty: 4283.653320
	Iteration 23Q: 3 clusters Score -772561.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -772624.062500 Penalty: 4283.653320
	Iteration 24Q: 3 clusters Score -772624.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -772692.375000 Penalty: 4283.653320
	Iteration 25Q: 3 clusters Score -772692.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -772756.937500 Penalty: 4283.653320
	Iteration 26Q: 3 clusters Score -772756.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -772831.500000 Penalty: 4283.653320
	Iteration 27Q: 3 clusters Score -772831.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -772926.250000 Penalty: 4283.653320
	Iteration 28Q: 3 clusters Score -772926.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -773016.750000 Penalty: 4283.653320
	Iteration 29Q: 3 clusters Score -773016.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -773088.437500 Penalty: 4283.653320
	Iteration 30Q: 3 clusters Score -773088.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -773158.250000 Penalty: 4283.653320
	Iteration 31Q: 3 clusters Score -773158.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -773211.312500 Penalty: 4283.653320
	Iteration 32Q: 3 clusters Score -773211.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -773248.375000 Penalty: 4283.653320
	Iteration 33Q: 3 clusters Score -773248.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -773274.312500 Penalty: 4283.653320
	Iteration 34Q: 3 clusters Score -773274.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -773303.812500 Penalty: 4283.653320
	Iteration 35Q: 3 clusters Score -773303.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -773341.250000 Penalty: 4283.653320
	Iteration 36Q: 3 clusters Score -773341.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -773370.937500 Penalty: 4283.653320
	Iteration 37Q: 3 clusters Score -773370.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -773397.187500 Penalty: 4283.653320
	Iteration 38Q: 3 clusters Score -773397.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -773413.375000 Penalty: 4283.653320
	Iteration 39Q: 3 clusters Score -773413.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -773419.312500 Penalty: 4283.653320
	Iteration 40F: 3 clusters Score -773419.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -773426.375000 Penalty: 4283.653320
	Iteration 41Q: 3 clusters Score -773426.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -773429.437500 Penalty: 4283.653320
	Iteration 42Q: 3 clusters Score -773429.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -773433.250000 Penalty: 4283.653320
	Iteration 43Q: 3 clusters Score -773433.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -773433.625000 Penalty: 4283.653320
	Iteration 44Q: 3 clusters Score -773433.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -773436.437500 Penalty: 4283.653320
	Iteration 45Q: 3 clusters Score -773436.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -773437.625000 Penalty: 4283.653320
	Iteration 46Q: 3 clusters Score -773437.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -773437.625000 Penalty: 4283.653320
	Iteration 47F: 3 clusters Score -773437.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Entering Unmasked Estep 
Score: -843965.625000 Penalty: 2170.012207
	Iteration 0F: 2 clusters Score -843965.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -838648.937500 Penalty: 4340.024414
	Iteration 0F: 3 clusters Score -838648.9 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -840039.562500 Penalty: 4340.024414
	Iteration 1F: 3 clusters Score -840039.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -840297.562500 Penalty: 4340.024414
	Iteration 2F: 3 clusters Score -840297.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -840482.125000 Penalty: 4340.024414
	Iteration 3F: 3 clusters Score -840482.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -840647.875000 Penalty: 4340.024414
	Iteration 4Q: 3 clusters Score -840647.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -840785.375000 Penalty: 4340.024414
	Iteration 5Q: 3 clusters Score -840785.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -840936.875000 Penalty: 4340.024414
	Iteration 6Q: 3 clusters Score -840936.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -841123.187500 Penalty: 4340.024414
	Iteration 7Q: 3 clusters Score -841123.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -841310.937500 Penalty: 4340.024414
	Iteration 8Q: 3 clusters Score -841310.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -841475.562500 Penalty: 4340.024414
	Iteration 9Q: 3 clusters Score -841475.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -841637.500000 Penalty: 4340.024414
	Iteration 10Q: 3 clusters Score -841637.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -841757.312500 Penalty: 4340.024414
	Iteration 11Q: 3 clusters Score -841757.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -841849.937500 Penalty: 4340.024414
	Iteration 12Q: 3 clusters Score -841849.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -841927.875000 Penalty: 4340.024414
	Iteration 13Q: 3 clusters Score -841927.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -842014.062500 Penalty: 4340.024414
	Iteration 14Q: 3 clusters Score -842014.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -842102.062500 Penalty: 4340.024414
	Iteration 15Q: 3 clusters Score -842102.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -842156.875000 Penalty: 4340.024414
	Iteration 16Q: 3 clusters Score -842156.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -842199.375000 Penalty: 4340.024414
	Iteration 17Q: 3 clusters Score -842199.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -842250.437500 Penalty: 4340.024414
	Iteration 18Q: 3 clusters Score -842250.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -842301.437500 Penalty: 4340.024414
	Iteration 19Q: 3 clusters Score -842301.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -842335.125000 Penalty: 4340.024414
	Iteration 20F: 3 clusters Score -842335.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -842359.312500 Penalty: 4340.024414
	Iteration 21Q: 3 clusters Score -842359.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -842383.687500 Penalty: 4340.024414
	Iteration 22Q: 3 clusters Score -842383.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -842400.937500 Penalty: 4340.024414
	Iteration 23Q: 3 clusters Score -842400.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -842411.062500 Penalty: 4340.024414
	Iteration 24Q: 3 clusters Score -842411.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -842416.937500 Penalty: 4340.024414
	Iteration 25Q: 3 clusters Score -842416.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -842426.625000 Penalty: 4340.024414
	Iteration 26Q: 3 clusters Score -842426.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -842439.750000 Penalty: 4340.024414
	Iteration 27Q: 3 clusters Score -842439.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -842455.625000 Penalty: 4340.024414
	Iteration 28Q: 3 clusters Score -842455.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -842469.062500 Penalty: 4340.024414
	Iteration 29Q: 3 clusters Score -842469.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -842477.562500 Penalty: 4340.024414
	Iteration 30Q: 3 clusters Score -842477.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -842486.312500 Penalty: 4340.024414
	Iteration 31Q: 3 clusters Score -842486.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -842493.062500 Penalty: 4340.024414
	Iteration 32Q: 3 clusters Score -842493.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -842499.562500 Penalty: 4340.024414
	Iteration 33Q: 3 clusters Score -842499.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -842507.562500 Penalty: 4340.024414
	Iteration 34Q: 3 clusters Score -842507.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -842509.750000 Penalty: 4340.024414
	Iteration 35Q: 3 clusters Score -842509.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -842513.500000 Penalty: 4340.024414
	Iteration 36Q: 3 clusters Score -842513.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -842516.625000 Penalty: 4340.024414
	Iteration 37Q: 3 clusters Score -842516.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -842518.437500 Penalty: 4340.024414
	Iteration 38Q: 3 clusters Score -842518.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -842520.812500 Penalty: 4340.024414
	Iteration 39Q: 3 clusters Score -842520.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -842521.312500 Penalty: 4340.024414
	Iteration 40F: 3 clusters Score -842521.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -842522.500000 Penalty: 4340.024414
	Iteration 41Q: 3 clusters Score -842522.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -842522.625000 Penalty: 4340.024414
	Iteration 42Q: 3 clusters Score -842522.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -842523.625000 Penalty: 4340.024414
	Iteration 43Q: 3 clusters Score -842523.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -842525.375000 Penalty: 4340.024414
	Iteration 44Q: 3 clusters Score -842525.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -842526.062500 Penalty: 4340.024414
	Iteration 45Q: 3 clusters Score -842526.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -842529.187500 Penalty: 4340.024414
	Iteration 46Q: 3 clusters Score -842529.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -842530.812500 Penalty: 4340.024414
	Iteration 47Q: 3 clusters Score -842530.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -842530.875000 Penalty: 4340.024414
	Iteration 48Q: 3 clusters Score -842530.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -842530.875000 Penalty: 4340.024414
	Iteration 49F: 3 clusters Score -842530.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130041 members 
Mstep: Class 3 contains 45313 members 
Mstep: Class 4 contains 8918 members 
Mstep: Class 5 contains 187089 members 
Mstep: Class 6 contains 127834 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27995 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55580 members 
Mstep: Class 13 contains 17509 members 
Mstep: Class 14 contains 12530 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35634 members 
Mstep: Class 17 contains 9263 members 
Mstep: Class 18 contains 27196 members 
Mstep: Class 19 contains 138325 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43212 members 
Mstep: Class 22 contains 72636 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7633 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42103 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935392.000000 Penalty: 113492.750000
Iteration 199Q: 34 clusters Score -1.429354e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130041 members 
Mstep: Class 3 contains 45312 members 
Mstep: Class 4 contains 8918 members 
Mstep: Class 5 contains 187090 members 
Mstep: Class 6 contains 127831 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27993 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55576 members 
Mstep: Class 13 contains 17509 members 
Mstep: Class 14 contains 12530 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35635 members 
Mstep: Class 17 contains 9264 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138328 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43211 members 
Mstep: Class 22 contains 72643 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7633 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42103 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935408.000000 Penalty: 113492.750000
Iteration 200F: 34 clusters Score -1.429354e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130037 members 
Mstep: Class 3 contains 45314 members 
Mstep: Class 4 contains 8918 members 
Mstep: Class 5 contains 187087 members 
Mstep: Class 6 contains 127833 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27990 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55573 members 
Mstep: Class 13 contains 17508 members 
Mstep: Class 14 contains 12530 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35635 members 
Mstep: Class 17 contains 9264 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138330 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43211 members 
Mstep: Class 22 contains 72652 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7632 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42103 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935392.000000 Penalty: 113492.750000
Iteration 201Q: 34 clusters Score -1.429354e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130038 members 
Mstep: Class 3 contains 45316 members 
Mstep: Class 4 contains 8918 members 
Mstep: Class 5 contains 187079 members 
Mstep: Class 6 contains 127832 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27989 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55573 members 
Mstep: Class 13 contains 17508 members 
Mstep: Class 14 contains 12530 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35636 members 
Mstep: Class 17 contains 9265 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138330 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43210 members 
Mstep: Class 22 contains 72659 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7631 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42102 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935392.000000 Penalty: 113492.750000
Iteration 202Q: 34 clusters Score -1.429354e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130042 members 
Mstep: Class 3 contains 45317 members 
Mstep: Class 4 contains 8919 members 
Mstep: Class 5 contains 187073 members 
Mstep: Class 6 contains 127830 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27987 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55571 members 
Mstep: Class 13 contains 17508 members 
Mstep: Class 14 contains 12530 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35636 members 
Mstep: Class 17 contains 9266 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138333 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43208 members 
Mstep: Class 22 contains 72663 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7632 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42101 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935440.000000 Penalty: 113492.750000
Iteration 203Q: 34 clusters Score -1.429354e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130044 members 
Mstep: Class 3 contains 45317 members 
Mstep: Class 4 contains 8922 members 
Mstep: Class 5 contains 187065 members 
Mstep: Class 6 contains 127827 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27984 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55571 members 
Mstep: Class 13 contains 17508 members 
Mstep: Class 14 contains 12532 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35634 members 
Mstep: Class 17 contains 9267 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138333 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43208 members 
Mstep: Class 22 contains 72672 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7632 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42100 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935376.000000 Penalty: 113492.750000
Iteration 204Q: 34 clusters Score -1.429354e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130044 members 
Mstep: Class 3 contains 45317 members 
Mstep: Class 4 contains 8920 members 
Mstep: Class 5 contains 187064 members 
Mstep: Class 6 contains 127826 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27981 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55571 members 
Mstep: Class 13 contains 17508 members 
Mstep: Class 14 contains 12538 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35631 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138330 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43208 members 
Mstep: Class 22 contains 72681 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7629 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42100 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935472.000000 Penalty: 113492.750000
Iteration 205Q: 34 clusters Score -1.429355e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130043 members 
Mstep: Class 3 contains 45317 members 
Mstep: Class 4 contains 8918 members 
Mstep: Class 5 contains 187061 members 
Mstep: Class 6 contains 127823 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27979 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55571 members 
Mstep: Class 13 contains 17508 members 
Mstep: Class 14 contains 12541 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35631 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138330 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43208 members 
Mstep: Class 22 contains 72693 members 
Mstep: Class 23 contains 5643 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935424.000000 Penalty: 113492.750000
Iteration 206Q: 34 clusters Score -1.429354e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130044 members 
Mstep: Class 3 contains 45316 members 
Mstep: Class 4 contains 8918 members 
Mstep: Class 5 contains 187058 members 
Mstep: Class 6 contains 127820 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27977 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55570 members 
Mstep: Class 13 contains 17508 members 
Mstep: Class 14 contains 12541 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35628 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138330 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43208 members 
Mstep: Class 22 contains 72707 members 
Mstep: Class 23 contains 5643 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42096 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935440.000000 Penalty: 113492.750000
Iteration 207Q: 34 clusters Score -1.429354e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130040 members 
Mstep: Class 3 contains 45316 members 
Mstep: Class 4 contains 8918 members 
Mstep: Class 5 contains 187044 members 
Mstep: Class 6 contains 127824 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27976 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55571 members 
Mstep: Class 13 contains 17508 members 
Mstep: Class 14 contains 12542 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35630 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138330 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43207 members 
Mstep: Class 22 contains 72719 members 
Mstep: Class 23 contains 5643 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42096 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935424.000000 Penalty: 113492.750000
Iteration 208Q: 34 clusters Score -1.429354e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130039 members 
Mstep: Class 3 contains 45314 members 
Mstep: Class 4 contains 8917 members 
Mstep: Class 5 contains 187039 members 
Mstep: Class 6 contains 127824 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27974 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55571 members 
Mstep: Class 13 contains 17508 members 
Mstep: Class 14 contains 12543 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35629 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138328 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43206 members 
Mstep: Class 22 contains 72732 members 
Mstep: Class 23 contains 5643 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42097 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935440.000000 Penalty: 113492.750000
Iteration 209Q: 34 clusters Score -1.429354e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130036 members 
Mstep: Class 3 contains 45315 members 
Mstep: Class 4 contains 8915 members 
Mstep: Class 5 contains 187033 members 
Mstep: Class 6 contains 127821 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27974 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55569 members 
Mstep: Class 13 contains 17508 members 
Mstep: Class 14 contains 12543 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35628 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138327 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43206 members 
Mstep: Class 22 contains 72748 members 
Mstep: Class 23 contains 5643 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935488.000000 Penalty: 113492.750000
Iteration 210Q: 34 clusters Score -1.429355e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130032 members 
Mstep: Class 3 contains 45315 members 
Mstep: Class 4 contains 8914 members 
Mstep: Class 5 contains 187027 members 
Mstep: Class 6 contains 127819 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27974 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55570 members 
Mstep: Class 13 contains 17508 members 
Mstep: Class 14 contains 12543 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35626 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138325 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43205 members 
Mstep: Class 22 contains 72764 members 
Mstep: Class 23 contains 5643 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42099 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935568.000000 Penalty: 113492.750000
Iteration 211Q: 34 clusters Score -1.429356e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130021 members 
Mstep: Class 3 contains 45317 members 
Mstep: Class 4 contains 8914 members 
Mstep: Class 5 contains 187023 members 
Mstep: Class 6 contains 127819 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27975 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55566 members 
Mstep: Class 13 contains 17508 members 
Mstep: Class 14 contains 12543 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35626 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138323 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43204 members 
Mstep: Class 22 contains 72783 members 
Mstep: Class 23 contains 5643 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42099 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935584.000000 Penalty: 113492.750000
Iteration 212Q: 34 clusters Score -1.429356e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130022 members 
Mstep: Class 3 contains 45317 members 
Mstep: Class 4 contains 8914 members 
Mstep: Class 5 contains 187023 members 
Mstep: Class 6 contains 127813 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27977 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55564 members 
Mstep: Class 13 contains 17508 members 
Mstep: Class 14 contains 12543 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35625 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138321 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43202 members 
Mstep: Class 22 contains 72793 members 
Mstep: Class 23 contains 5643 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42099 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935600.000000 Penalty: 113492.750000
Iteration 213Q: 34 clusters Score -1.429356e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130026 members 
Mstep: Class 3 contains 45318 members 
Mstep: Class 4 contains 8915 members 
Mstep: Class 5 contains 187019 members 
Mstep: Class 6 contains 127812 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27977 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6896 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55559 members 
Mstep: Class 13 contains 17508 members 
Mstep: Class 14 contains 12543 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35625 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138317 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43202 members 
Mstep: Class 22 contains 72800 members 
Mstep: Class 23 contains 5643 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42099 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935664.000000 Penalty: 113492.750000
Iteration 214Q: 34 clusters Score -1.429357e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130029 members 
Mstep: Class 3 contains 45319 members 
Mstep: Class 4 contains 8915 members 
Mstep: Class 5 contains 187020 members 
Mstep: Class 6 contains 127809 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27976 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6896 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55560 members 
Mstep: Class 13 contains 17508 members 
Mstep: Class 14 contains 12543 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35625 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138310 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43202 members 
Mstep: Class 22 contains 72805 members 
Mstep: Class 23 contains 5643 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42099 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935664.000000 Penalty: 113492.750000
Iteration 215Q: 34 clusters Score -1.429357e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130035 members 
Mstep: Class 3 contains 45318 members 
Mstep: Class 4 contains 8914 members 
Mstep: Class 5 contains 187020 members 
Mstep: Class 6 contains 127809 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27976 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6896 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55560 members 
Mstep: Class 13 contains 17508 members 
Mstep: Class 14 contains 12543 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35625 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138306 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43202 members 
Mstep: Class 22 contains 72806 members 
Mstep: Class 23 contains 5643 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935680.000000 Penalty: 113492.750000
Iteration 216Q: 34 clusters Score -1.429357e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130031 members 
Mstep: Class 3 contains 45319 members 
Mstep: Class 4 contains 8914 members 
Mstep: Class 5 contains 187021 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27976 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6896 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55560 members 
Mstep: Class 13 contains 17507 members 
Mstep: Class 14 contains 12543 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35626 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138307 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43201 members 
Mstep: Class 22 contains 72811 members 
Mstep: Class 23 contains 5643 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42099 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935696.000000 Penalty: 113492.750000
Iteration 217Q: 34 clusters Score -1.429357e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130028 members 
Mstep: Class 3 contains 45321 members 
Mstep: Class 4 contains 8914 members 
Mstep: Class 5 contains 187016 members 
Mstep: Class 6 contains 127804 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27976 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6896 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55559 members 
Mstep: Class 13 contains 17506 members 
Mstep: Class 14 contains 12543 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35626 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138309 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43200 members 
Mstep: Class 22 contains 72819 members 
Mstep: Class 23 contains 5643 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42099 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935712.000000 Penalty: 113492.750000
Iteration 218Q: 34 clusters Score -1.429357e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130028 members 
Mstep: Class 3 contains 45322 members 
Mstep: Class 4 contains 8914 members 
Mstep: Class 5 contains 187009 members 
Mstep: Class 6 contains 127803 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27976 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6896 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55558 members 
Mstep: Class 13 contains 17505 members 
Mstep: Class 14 contains 12543 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35625 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138309 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43200 members 
Mstep: Class 22 contains 72827 members 
Mstep: Class 23 contains 5644 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42100 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935776.000000 Penalty: 113492.750000
Iteration 219Q: 34 clusters Score -1.429358e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130024 members 
Mstep: Class 3 contains 45322 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 187007 members 
Mstep: Class 6 contains 127803 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27977 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6896 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55556 members 
Mstep: Class 13 contains 17505 members 
Mstep: Class 14 contains 12543 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35625 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138311 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43200 members 
Mstep: Class 22 contains 72831 members 
Mstep: Class 23 contains 5644 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42102 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935760.000000 Penalty: 113492.750000
Iteration 220F: 34 clusters Score -1.429358e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130022 members 
Mstep: Class 3 contains 45322 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 187008 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27977 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6896 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55556 members 
Mstep: Class 13 contains 17505 members 
Mstep: Class 14 contains 12543 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35624 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138313 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43200 members 
Mstep: Class 22 contains 72833 members 
Mstep: Class 23 contains 5644 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42101 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935744.000000 Penalty: 113492.750000
Iteration 221Q: 34 clusters Score -1.429357e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130023 members 
Mstep: Class 3 contains 45322 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 187005 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27977 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6896 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55556 members 
Mstep: Class 13 contains 17505 members 
Mstep: Class 14 contains 12543 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35625 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138311 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43200 members 
Mstep: Class 22 contains 72836 members 
Mstep: Class 23 contains 5644 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42101 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935712.000000 Penalty: 113492.750000
Iteration 222Q: 34 clusters Score -1.429357e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130022 members 
Mstep: Class 3 contains 45322 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 187002 members 
Mstep: Class 6 contains 127803 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27976 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6896 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55556 members 
Mstep: Class 13 contains 17505 members 
Mstep: Class 14 contains 12543 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35627 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138311 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43200 members 
Mstep: Class 22 contains 72839 members 
Mstep: Class 23 contains 5644 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42100 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935696.000000 Penalty: 113492.750000
Iteration 223Q: 34 clusters Score -1.429357e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130022 members 
Mstep: Class 3 contains 45322 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 187001 members 
Mstep: Class 6 contains 127803 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27975 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6896 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55556 members 
Mstep: Class 13 contains 17505 members 
Mstep: Class 14 contains 12543 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35627 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138310 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43200 members 
Mstep: Class 22 contains 72842 members 
Mstep: Class 23 contains 5644 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42100 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935712.000000 Penalty: 113492.750000
Iteration 224Q: 34 clusters Score -1.429357e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130022 members 
Mstep: Class 3 contains 45322 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 187000 members 
Mstep: Class 6 contains 127803 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27973 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6896 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55556 members 
Mstep: Class 13 contains 17505 members 
Mstep: Class 14 contains 12542 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35627 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138310 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43200 members 
Mstep: Class 22 contains 72846 members 
Mstep: Class 23 contains 5644 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42100 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935680.000000 Penalty: 113492.750000
Iteration 225Q: 34 clusters Score -1.429357e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130021 members 
Mstep: Class 3 contains 45322 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 186999 members 
Mstep: Class 6 contains 127803 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27972 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55556 members 
Mstep: Class 13 contains 17505 members 
Mstep: Class 14 contains 12540 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35627 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138310 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43200 members 
Mstep: Class 22 contains 72850 members 
Mstep: Class 23 contains 5644 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42100 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935632.000000 Penalty: 113492.750000
Iteration 226Q: 34 clusters Score -1.429356e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130019 members 
Mstep: Class 3 contains 45323 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 186997 members 
Mstep: Class 6 contains 127803 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27970 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6896 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55555 members 
Mstep: Class 13 contains 17506 members 
Mstep: Class 14 contains 12540 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35627 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138310 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43199 members 
Mstep: Class 22 contains 72856 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42100 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935696.000000 Penalty: 113492.750000
Iteration 227Q: 34 clusters Score -1.429357e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130015 members 
Mstep: Class 3 contains 45324 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 186993 members 
Mstep: Class 6 contains 127803 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27969 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6896 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55555 members 
Mstep: Class 13 contains 17506 members 
Mstep: Class 14 contains 12540 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35627 members 
Mstep: Class 17 contains 9267 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 138310 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43199 members 
Mstep: Class 22 contains 72863 members 
Mstep: Class 23 contains 5646 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42100 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935632.000000 Penalty: 113492.750000
Iteration 228Q: 34 clusters Score -1.429356e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130013 members 
Mstep: Class 3 contains 45325 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 186991 members 
Mstep: Class 6 contains 127803 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27965 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6896 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55553 members 
Mstep: Class 13 contains 17506 members 
Mstep: Class 14 contains 12540 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35626 members 
Mstep: Class 17 contains 9267 members 
Mstep: Class 18 contains 27195 members 
Mstep: Class 19 contains 138308 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43200 members 
Mstep: Class 22 contains 72872 members 
Mstep: Class 23 contains 5647 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42100 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935600.000000 Penalty: 113492.750000
Iteration 229Q: 34 clusters Score -1.429356e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130009 members 
Mstep: Class 3 contains 45326 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 186992 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27961 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6896 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55554 members 
Mstep: Class 13 contains 17504 members 
Mstep: Class 14 contains 12540 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35624 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 27196 members 
Mstep: Class 19 contains 138308 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43201 members 
Mstep: Class 22 contains 72877 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42100 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935680.000000 Penalty: 113492.750000
Iteration 230Q: 34 clusters Score -1.429357e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130008 members 
Mstep: Class 3 contains 45328 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 186986 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27955 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55554 members 
Mstep: Class 13 contains 17502 members 
Mstep: Class 14 contains 12540 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35623 members 
Mstep: Class 17 contains 9270 members 
Mstep: Class 18 contains 27197 members 
Mstep: Class 19 contains 138307 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43200 members 
Mstep: Class 22 contains 72889 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42100 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935600.000000 Penalty: 113492.750000
Iteration 231Q: 34 clusters Score -1.429356e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130009 members 
Mstep: Class 3 contains 45330 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 186978 members 
Mstep: Class 6 contains 127803 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27948 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55553 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12540 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35622 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27198 members 
Mstep: Class 19 contains 138306 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43200 members 
Mstep: Class 22 contains 72898 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42100 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935664.000000 Penalty: 113492.750000
Iteration 232Q: 34 clusters Score -1.429357e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130007 members 
Mstep: Class 3 contains 45331 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 186971 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27947 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55550 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12540 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35622 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27198 members 
Mstep: Class 19 contains 138306 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43201 members 
Mstep: Class 22 contains 72910 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42100 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935664.000000 Penalty: 113492.750000
Iteration 233Q: 34 clusters Score -1.429357e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130004 members 
Mstep: Class 3 contains 45332 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 186968 members 
Mstep: Class 6 contains 127803 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27949 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55549 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12540 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35623 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27198 members 
Mstep: Class 19 contains 138306 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43200 members 
Mstep: Class 22 contains 72914 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42099 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935648.000000 Penalty: 113492.750000
Iteration 234Q: 34 clusters Score -1.429356e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130002 members 
Mstep: Class 3 contains 45333 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 186967 members 
Mstep: Class 6 contains 127803 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27952 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55547 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12540 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35623 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27198 members 
Mstep: Class 19 contains 138305 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43198 members 
Mstep: Class 22 contains 72918 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42099 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935680.000000 Penalty: 113492.750000
Iteration 235Q: 34 clusters Score -1.429357e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129999 members 
Mstep: Class 3 contains 45333 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 186965 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27951 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55547 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12540 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35624 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27198 members 
Mstep: Class 19 contains 138305 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43196 members 
Mstep: Class 22 contains 72926 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42099 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935616.000000 Penalty: 113492.750000
Iteration 236Q: 34 clusters Score -1.429356e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 129997 members 
Mstep: Class 3 contains 45333 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 186960 members 
Mstep: Class 6 contains 127803 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27952 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55545 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12539 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35624 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27198 members 
Mstep: Class 19 contains 138308 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43195 members 
Mstep: Class 22 contains 72932 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42099 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935648.000000 Penalty: 113492.750000
Iteration 237Q: 34 clusters Score -1.429356e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 129997 members 
Mstep: Class 3 contains 45333 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 186958 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27952 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55542 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12539 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35624 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138310 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43193 members 
Mstep: Class 22 contains 72936 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42099 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935680.000000 Penalty: 113492.750000
Iteration 238Q: 34 clusters Score -1.429357e+08 nChanged 15
Entering ConstructFrom: 
Score: -142935680.000000 Penalty: 113492.750000
Entering ConstructFrom: 
Trying to split cluster 1 (6304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Entering Unmasked Estep 
Score: -865925.000000 Penalty: 2169.737061
	Iteration 0F: 2 clusters Score -865925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -860574.750000 Penalty: 4339.474121
	Iteration 0F: 3 clusters Score -860574.8 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -861936.375000 Penalty: 4339.474121
	Iteration 1F: 3 clusters Score -861936.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -862222.250000 Penalty: 4339.474121
	Iteration 2F: 3 clusters Score -862222.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -862458.187500 Penalty: 4339.474121
	Iteration 3F: 3 clusters Score -862458.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -862701.125000 Penalty: 4339.474121
	Iteration 4F: 3 clusters Score -862701.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -862950.562500 Penalty: 4339.474121
	Iteration 5Q: 3 clusters Score -862950.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -863173.875000 Penalty: 4339.474121
	Iteration 6F: 3 clusters Score -863173.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -863370.875000 Penalty: 4339.474121
	Iteration 7Q: 3 clusters Score -863370.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -863560.500000 Penalty: 4339.474121
	Iteration 8Q: 3 clusters Score -863560.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -863705.625000 Penalty: 4339.474121
	Iteration 9Q: 3 clusters Score -863705.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -863814.687500 Penalty: 4339.474121
	Iteration 10Q: 3 clusters Score -863814.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -863895.437500 Penalty: 4339.474121
	Iteration 11Q: 3 clusters Score -863895.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -863959.250000 Penalty: 4339.474121
	Iteration 12Q: 3 clusters Score -863959.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -864016.437500 Penalty: 4339.474121
	Iteration 13Q: 3 clusters Score -864016.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -864067.687500 Penalty: 4339.474121
	Iteration 14Q: 3 clusters Score -864067.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -864122.250000 Penalty: 4339.474121
	Iteration 15Q: 3 clusters Score -864122.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -864172.437500 Penalty: 4339.474121
	Iteration 16Q: 3 clusters Score -864172.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -864207.375000 Penalty: 4339.474121
	Iteration 17Q: 3 clusters Score -864207.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -864247.875000 Penalty: 4339.474121
	Iteration 18Q: 3 clusters Score -864247.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -864284.625000 Penalty: 4339.474121
	Iteration 19Q: 3 clusters Score -864284.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -864324.375000 Penalty: 4339.474121
	Iteration 20F: 3 clusters Score -864324.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -864356.250000 Penalty: 4339.474121
	Iteration 21Q: 3 clusters Score -864356.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -864382.687500 Penalty: 4339.474121
	Iteration 22Q: 3 clusters Score -864382.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -864403.062500 Penalty: 4339.474121
	Iteration 23Q: 3 clusters Score -864403.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -864418.812500 Penalty: 4339.474121
	Iteration 24Q: 3 clusters Score -864418.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -864429.000000 Penalty: 4339.474121
	Iteration 25Q: 3 clusters Score -864429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -864439.187500 Penalty: 4339.474121
	Iteration 26Q: 3 clusters Score -864439.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -864444.000000 Penalty: 4339.474121
	Iteration 27Q: 3 clusters Score -864444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -864450.437500 Penalty: 4339.474121
	Iteration 28Q: 3 clusters Score -864450.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -864455.125000 Penalty: 4339.474121
	Iteration 29Q: 3 clusters Score -864455.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -864462.750000 Penalty: 4339.474121
	Iteration 30Q: 3 clusters Score -864462.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -864463.625000 Penalty: 4339.474121
	Iteration 31Q: 3 clusters Score -864463.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -864466.250000 Penalty: 4339.474121
	Iteration 32Q: 3 clusters Score -864466.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -864471.500000 Penalty: 4339.474121
	Iteration 33Q: 3 clusters Score -864471.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -864474.750000 Penalty: 4339.474121
	Iteration 34Q: 3 clusters Score -864474.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -864475.812500 Penalty: 4339.474121
	Iteration 35Q: 3 clusters Score -864475.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -864477.000000 Penalty: 4339.474121
	Iteration 36Q: 3 clusters Score -864477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -864477.687500 Penalty: 4339.474121
	Iteration 37Q: 3 clusters Score -864477.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -864478.500000 Penalty: 4339.474121
	Iteration 38Q: 3 clusters Score -864478.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -864478.500000 Penalty: 4339.474121
	Iteration 39F: 3 clusters Score -864478.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (129992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129992 members 
Entering Unmasked Estep 
Score: -18050412.000000 Penalty: 2920.256592
	Iteration 0F: 2 clusters Score -1.805041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65036 members 
Mstep: Class 2 contains 64956 members 
Entering Unmasked Estep 
Score: -17964512.000000 Penalty: 5840.513184
	Iteration 0F: 3 clusters Score -1.796451e+07 nChanged 61697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64581 members 
Mstep: Class 2 contains 65411 members 
Entering Unmasked Estep 
Score: -18000560.000000 Penalty: 5840.513184
	Iteration 1F: 3 clusters Score -1.800056e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64103 members 
Mstep: Class 2 contains 65889 members 
Entering Unmasked Estep 
Score: -18002030.000000 Penalty: 5840.513184
	Iteration 2Q: 3 clusters Score -1.800203e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63324 members 
Mstep: Class 2 contains 66668 members 
Entering Unmasked Estep 
Score: -18004078.000000 Penalty: 5840.513184
	Iteration 3Q: 3 clusters Score -1.800408e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62134 members 
Mstep: Class 2 contains 67858 members 
Entering Unmasked Estep 
Score: -18007034.000000 Penalty: 5840.513184
	Iteration 4Q: 3 clusters Score -1.800703e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60310 members 
Mstep: Class 2 contains 69682 members 
Entering Unmasked Estep 
Score: -18011338.000000 Penalty: 5840.513184
	Iteration 5F: 3 clusters Score -1.801134e+07 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 72360 members 
Entering Unmasked Estep 
Score: -18016846.000000 Penalty: 5840.513184
	Iteration 6F: 3 clusters Score -1.801685e+07 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -18023200.000000 Penalty: 5840.513184
	Iteration 7F: 3 clusters Score -1.80232e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 78608 members 
Entering Unmasked Estep 
Score: -18029640.000000 Penalty: 5840.513184
	Iteration 8F: 3 clusters Score -1.802964e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 2 contains 81245 members 
Entering Unmasked Estep 
Score: -18034914.000000 Penalty: 5840.513184
	Iteration 9F: 3 clusters Score -1.803491e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 83210 members 
Entering Unmasked Estep 
Score: -18037132.000000 Penalty: 5840.513184
	Iteration 10Q: 3 clusters Score -1.803713e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 84860 members 
Entering Unmasked Estep 
Score: -18038120.000000 Penalty: 5840.513184
	Iteration 11Q: 3 clusters Score -1.803812e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 86401 members 
Entering Unmasked Estep 
Score: -18038902.000000 Penalty: 5840.513184
	Iteration 12Q: 3 clusters Score -1.80389e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 87843 members 
Entering Unmasked Estep 
Score: -18039364.000000 Penalty: 5840.513184
	Iteration 13Q: 3 clusters Score -1.803936e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 89276 members 
Entering Unmasked Estep 
Score: -18039772.000000 Penalty: 5840.513184
	Iteration 14Q: 3 clusters Score -1.803977e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 90687 members 
Entering Unmasked Estep 
Score: -18040230.000000 Penalty: 5840.513184
	Iteration 15Q: 3 clusters Score -1.804023e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 91976 members 
Entering Unmasked Estep 
Score: -18040546.000000 Penalty: 5840.513184
	Iteration 16Q: 3 clusters Score -1.804055e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 93299 members 
Entering Unmasked Estep 
Score: -18040844.000000 Penalty: 5840.513184
	Iteration 17Q: 3 clusters Score -1.804084e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 94604 members 
Entering Unmasked Estep 
Score: -18041192.000000 Penalty: 5840.513184
	Iteration 18Q: 3 clusters Score -1.804119e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 95906 members 
Entering Unmasked Estep 
Score: -18041524.000000 Penalty: 5840.513184
	Iteration 19Q: 3 clusters Score -1.804152e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 97199 members 
Entering Unmasked Estep 
Score: -18041796.000000 Penalty: 5840.513184
	Iteration 20F: 3 clusters Score -1.80418e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 98467 members 
Entering Unmasked Estep 
Score: -18042130.000000 Penalty: 5840.513184
	Iteration 21Q: 3 clusters Score -1.804213e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 99716 members 
Entering Unmasked Estep 
Score: -18042540.000000 Penalty: 5840.513184
	Iteration 22Q: 3 clusters Score -1.804254e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 100999 members 
Entering Unmasked Estep 
Score: -18042860.000000 Penalty: 5840.513184
	Iteration 23Q: 3 clusters Score -1.804286e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 102360 members 
Entering Unmasked Estep 
Score: -18043120.000000 Penalty: 5840.513184
	Iteration 24Q: 3 clusters Score -1.804312e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 103757 members 
Entering Unmasked Estep 
Score: -18043324.000000 Penalty: 5840.513184
	Iteration 25Q: 3 clusters Score -1.804332e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 105124 members 
Entering Unmasked Estep 
Score: -18043602.000000 Penalty: 5840.513184
	Iteration 26Q: 3 clusters Score -1.80436e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 106524 members 
Entering Unmasked Estep 
Score: -18043910.000000 Penalty: 5840.513184
	Iteration 27Q: 3 clusters Score -1.804391e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 107914 members 
Entering Unmasked Estep 
Score: -18044190.000000 Penalty: 5840.513184
	Iteration 28Q: 3 clusters Score -1.804419e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 109261 members 
Entering Unmasked Estep 
Score: -18044500.000000 Penalty: 5840.513184
	Iteration 29Q: 3 clusters Score -1.80445e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 110606 members 
Entering Unmasked Estep 
Score: -18044784.000000 Penalty: 5840.513184
	Iteration 30Q: 3 clusters Score -1.804478e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 111947 members 
Entering Unmasked Estep 
Score: -18045022.000000 Penalty: 5840.513184
	Iteration 31Q: 3 clusters Score -1.804502e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 113209 members 
Entering Unmasked Estep 
Score: -18045312.000000 Penalty: 5840.513184
	Iteration 32Q: 3 clusters Score -1.804531e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 114450 members 
Entering Unmasked Estep 
Score: -18045586.000000 Penalty: 5840.513184
	Iteration 33Q: 3 clusters Score -1.804559e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 115642 members 
Entering Unmasked Estep 
Score: -18045852.000000 Penalty: 5840.513184
	Iteration 34Q: 3 clusters Score -1.804585e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 116890 members 
Entering Unmasked Estep 
Score: -18046092.000000 Penalty: 5840.513184
	Iteration 35Q: 3 clusters Score -1.804609e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 118061 members 
Entering Unmasked Estep 
Score: -18046490.000000 Penalty: 5840.513184
	Iteration 36Q: 3 clusters Score -1.804649e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 119151 members 
Entering Unmasked Estep 
Score: -18046700.000000 Penalty: 5840.513184
	Iteration 37Q: 3 clusters Score -1.80467e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 120222 members 
Entering Unmasked Estep 
Score: -18047016.000000 Penalty: 5840.513184
	Iteration 38Q: 3 clusters Score -1.804702e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 121125 members 
Entering Unmasked Estep 
Score: -18047190.000000 Penalty: 5840.513184
	Iteration 39Q: 3 clusters Score -1.804719e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 121950 members 
Entering Unmasked Estep 
Score: -18047354.000000 Penalty: 5840.513184
	Iteration 40F: 3 clusters Score -1.804735e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 122718 members 
Entering Unmasked Estep 
Score: -18047450.000000 Penalty: 5840.513184
	Iteration 41Q: 3 clusters Score -1.804745e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 123374 members 
Entering Unmasked Estep 
Score: -18047574.000000 Penalty: 5840.513184
	Iteration 42Q: 3 clusters Score -1.804757e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 123978 members 
Entering Unmasked Estep 
Score: -18047698.000000 Penalty: 5840.513184
	Iteration 43Q: 3 clusters Score -1.80477e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 124494 members 
Entering Unmasked Estep 
Score: -18047848.000000 Penalty: 5840.513184
	Iteration 44Q: 3 clusters Score -1.804785e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 124953 members 
Entering Unmasked Estep 
Score: -18047916.000000 Penalty: 5840.513184
	Iteration 45Q: 3 clusters Score -1.804792e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 125358 members 
Entering Unmasked Estep 
Score: -18047900.000000 Penalty: 5840.513184
	Iteration 46Q: 3 clusters Score -1.80479e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 125717 members 
Entering Unmasked Estep 
Score: -18047960.000000 Penalty: 5840.513184
	Iteration 47Q: 3 clusters Score -1.804796e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 126056 members 
Entering Unmasked Estep 
Score: -18048098.000000 Penalty: 5840.513184
	Iteration 48Q: 3 clusters Score -1.80481e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 126323 members 
Entering Unmasked Estep 
Score: -18048190.000000 Penalty: 5840.513184
	Iteration 49Q: 3 clusters Score -1.804819e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 126565 members 
Entering Unmasked Estep 
Score: -18048236.000000 Penalty: 5840.513184
	Iteration 50Q: 3 clusters Score -1.804824e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 126763 members 
Entering Unmasked Estep 
Score: -18048280.000000 Penalty: 5840.513184
	Iteration 51Q: 3 clusters Score -1.804828e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 126928 members 
Entering Unmasked Estep 
Score: -18048262.000000 Penalty: 5840.513184
	Iteration 52Q: 3 clusters Score -1.804826e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 127068 members 
Entering Unmasked Estep 
Score: -18048274.000000 Penalty: 5840.513184
	Iteration 53Q: 3 clusters Score -1.804827e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 127192 members 
Entering Unmasked Estep 
Score: -18048286.000000 Penalty: 5840.513184
	Iteration 54Q: 3 clusters Score -1.804829e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 127299 members 
Entering Unmasked Estep 
Score: -18048278.000000 Penalty: 5840.513184
	Iteration 55Q: 3 clusters Score -1.804828e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 127396 members 
Entering Unmasked Estep 
Score: -18048290.000000 Penalty: 5840.513184
	Iteration 56Q: 3 clusters Score -1.804829e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 127483 members 
Entering Unmasked Estep 
Score: -18048326.000000 Penalty: 5840.513184
	Iteration 57Q: 3 clusters Score -1.804833e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 127557 members 
Entering Unmasked Estep 
Score: -18048312.000000 Penalty: 5840.513184
	Iteration 58Q: 3 clusters Score -1.804831e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 127628 members 
Entering Unmasked Estep 
Score: -18048310.000000 Penalty: 5840.513184
	Iteration 59Q: 3 clusters Score -1.804831e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 127703 members 
Entering Unmasked Estep 
Score: -18048332.000000 Penalty: 5840.513184
	Iteration 60F: 3 clusters Score -1.804833e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 127774 members 
Entering Unmasked Estep 
Score: -18048348.000000 Penalty: 5840.513184
	Iteration 61Q: 3 clusters Score -1.804835e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 127854 members 
Entering Unmasked Estep 
Score: -18048362.000000 Penalty: 5840.513184
	Iteration 62Q: 3 clusters Score -1.804836e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 127910 members 
Entering Unmasked Estep 
Score: -18048380.000000 Penalty: 5840.513184
	Iteration 63Q: 3 clusters Score -1.804838e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 127964 members 
Entering Unmasked Estep 
Score: -18048392.000000 Penalty: 5840.513184
	Iteration 64Q: 3 clusters Score -1.804839e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 128013 members 
Entering Unmasked Estep 
Score: -18048360.000000 Penalty: 5840.513184
	Iteration 65Q: 3 clusters Score -1.804836e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 128051 members 
Entering Unmasked Estep 
Score: -18048386.000000 Penalty: 5840.513184
	Iteration 66Q: 3 clusters Score -1.804839e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 128077 members 
Entering Unmasked Estep 
Score: -18048412.000000 Penalty: 5840.513184
	Iteration 67Q: 3 clusters Score -1.804841e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 128095 members 
Entering Unmasked Estep 
Score: -18048406.000000 Penalty: 5840.513184
	Iteration 68Q: 3 clusters Score -1.804841e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 128112 members 
Entering Unmasked Estep 
Score: -18048420.000000 Penalty: 5840.513184
	Iteration 69Q: 3 clusters Score -1.804842e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 128125 members 
Entering Unmasked Estep 
Score: -18048406.000000 Penalty: 5840.513184
	Iteration 70Q: 3 clusters Score -1.804841e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 128136 members 
Entering Unmasked Estep 
Score: -18048394.000000 Penalty: 5840.513184
	Iteration 71Q: 3 clusters Score -1.804839e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 128149 members 
Entering Unmasked Estep 
Score: -18048376.000000 Penalty: 5840.513184
	Iteration 72Q: 3 clusters Score -1.804838e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 128159 members 
Entering Unmasked Estep 
Score: -18048380.000000 Penalty: 5840.513184
	Iteration 73Q: 3 clusters Score -1.804838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 128165 members 
Entering Unmasked Estep 
Score: -18048392.000000 Penalty: 5840.513184
	Iteration 74Q: 3 clusters Score -1.804839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 128172 members 
Entering Unmasked Estep 
Score: -18048382.000000 Penalty: 5840.513184
	Iteration 75Q: 3 clusters Score -1.804838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 128176 members 
Entering Unmasked Estep 
Score: -18048396.000000 Penalty: 5840.513184
	Iteration 76Q: 3 clusters Score -1.80484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 128180 members 
Entering Unmasked Estep 
Score: -18048400.000000 Penalty: 5840.513184
	Iteration 77Q: 3 clusters Score -1.80484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 128186 members 
Entering Unmasked Estep 
Score: -18048406.000000 Penalty: 5840.513184
	Iteration 78Q: 3 clusters Score -1.804841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 128192 members 
Entering Unmasked Estep 
Score: -18048408.000000 Penalty: 5840.513184
	Iteration 79Q: 3 clusters Score -1.804841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 128198 members 
Entering Unmasked Estep 
Score: -18048396.000000 Penalty: 5840.513184
	Iteration 80F: 3 clusters Score -1.80484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 128205 members 
Entering Unmasked Estep 
Score: -18048402.000000 Penalty: 5840.513184
	Iteration 81Q: 3 clusters Score -1.80484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 128210 members 
Entering Unmasked Estep 
Score: -18048402.000000 Penalty: 5840.513184
	Iteration 82Q: 3 clusters Score -1.80484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 128221 members 
Entering Unmasked Estep 
Score: -18048398.000000 Penalty: 5840.513184
	Iteration 83Q: 3 clusters Score -1.80484e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 128230 members 
Entering Unmasked Estep 
Score: -18048392.000000 Penalty: 5840.513184
	Iteration 84Q: 3 clusters Score -1.804839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 128242 members 
Entering Unmasked Estep 
Score: -18048424.000000 Penalty: 5840.513184
	Iteration 85Q: 3 clusters Score -1.804842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 128250 members 
Entering Unmasked Estep 
Score: -18048430.000000 Penalty: 5840.513184
	Iteration 86Q: 3 clusters Score -1.804843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 128258 members 
Entering Unmasked Estep 
Score: -18048432.000000 Penalty: 5840.513184
	Iteration 87Q: 3 clusters Score -1.804843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 128265 members 
Entering Unmasked Estep 
Score: -18048430.000000 Penalty: 5840.513184
	Iteration 88Q: 3 clusters Score -1.804843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 128267 members 
Entering Unmasked Estep 
Score: -18048432.000000 Penalty: 5840.513184
	Iteration 89Q: 3 clusters Score -1.804843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 128271 members 
Entering Unmasked Estep 
Score: -18048436.000000 Penalty: 5840.513184
	Iteration 90Q: 3 clusters Score -1.804844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 128274 members 
Entering Unmasked Estep 
Score: -18048422.000000 Penalty: 5840.513184
	Iteration 91Q: 3 clusters Score -1.804842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 128275 members 
Entering Unmasked Estep 
Score: -18048430.000000 Penalty: 5840.513184
	Iteration 92Q: 3 clusters Score -1.804843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 128278 members 
Entering Unmasked Estep 
Score: -18048422.000000 Penalty: 5840.513184
	Iteration 93Q: 3 clusters Score -1.804842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 128279 members 
Entering Unmasked Estep 
Score: -18048430.000000 Penalty: 5840.513184
	Iteration 94Q: 3 clusters Score -1.804843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 128281 members 
Entering Unmasked Estep 
Score: -18048426.000000 Penalty: 5840.513184
	Iteration 95Q: 3 clusters Score -1.804843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 128282 members 
Entering Unmasked Estep 
Score: -18048430.000000 Penalty: 5840.513184
	Iteration 96Q: 3 clusters Score -1.804843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 128281 members 
Entering Unmasked Estep 
Score: -18048424.000000 Penalty: 5840.513184
	Iteration 97Q: 3 clusters Score -1.804842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 128282 members 
Entering Unmasked Estep 
Score: -18048424.000000 Penalty: 5840.513184
	Iteration 98Q: 3 clusters Score -1.804842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 128283 members 
Entering Unmasked Estep 
Score: -18048416.000000 Penalty: 5840.513184
	Iteration 99Q: 3 clusters Score -1.804842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 128284 members 
Entering Unmasked Estep 
Score: -18048424.000000 Penalty: 5840.513184
	Iteration 100F: 3 clusters Score -1.804842e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Entering Unmasked Estep 
Score: -6320299.500000 Penalty: 2659.014893
	Iteration 0F: 2 clusters Score -6320300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -6289503.000000 Penalty: 5318.029785
	Iteration 0F: 3 clusters Score -6289503 nChanged 21035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -6301105.000000 Penalty: 5318.029785
	Iteration 1F: 3 clusters Score -6301105 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -6301609.500000 Penalty: 5318.029785
	Iteration 2Q: 3 clusters Score -6301610 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -6302110.500000 Penalty: 5318.029785
	Iteration 3Q: 3 clusters Score -6302110 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -6302615.500000 Penalty: 5318.029785
	Iteration 4Q: 3 clusters Score -6302616 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -6303203.500000 Penalty: 5318.029785
	Iteration 5Q: 3 clusters Score -6303204 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -6303906.000000 Penalty: 5318.029785
	Iteration 6Q: 3 clusters Score -6303906 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -6304748.500000 Penalty: 5318.029785
	Iteration 7Q: 3 clusters Score -6304748 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -6305852.500000 Penalty: 5318.029785
	Iteration 8Q: 3 clusters Score -6305852 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -6307288.000000 Penalty: 5318.029785
	Iteration 9F: 3 clusters Score -6307288 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -6309045.000000 Penalty: 5318.029785
	Iteration 10F: 3 clusters Score -6309045 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -6310970.500000 Penalty: 5318.029785
	Iteration 11F: 3 clusters Score -6310970 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -6312962.000000 Penalty: 5318.029785
	Iteration 12F: 3 clusters Score -6312962 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -6314705.000000 Penalty: 5318.029785
	Iteration 13Q: 3 clusters Score -6314705 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -6316002.000000 Penalty: 5318.029785
	Iteration 14Q: 3 clusters Score -6316002 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -6316882.000000 Penalty: 5318.029785
	Iteration 15Q: 3 clusters Score -6316882 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6317360.500000 Penalty: 5318.029785
	Iteration 16Q: 3 clusters Score -6317360 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6317666.500000 Penalty: 5318.029785
	Iteration 17Q: 3 clusters Score -6317666 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6317836.500000 Penalty: 5318.029785
	Iteration 18Q: 3 clusters Score -6317836 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6317971.000000 Penalty: 5318.029785
	Iteration 19Q: 3 clusters Score -6317971 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6318020.500000 Penalty: 5318.029785
	Iteration 20F: 3 clusters Score -6318020 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6318077.000000 Penalty: 5318.029785
	Iteration 21Q: 3 clusters Score -6318077 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6318095.000000 Penalty: 5318.029785
	Iteration 22Q: 3 clusters Score -6318095 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6318107.000000 Penalty: 5318.029785
	Iteration 23Q: 3 clusters Score -6318107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6318123.000000 Penalty: 5318.029785
	Iteration 24Q: 3 clusters Score -6318123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6318133.500000 Penalty: 5318.029785
	Iteration 25Q: 3 clusters Score -6318134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6318140.000000 Penalty: 5318.029785
	Iteration 26Q: 3 clusters Score -6318140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6318150.000000 Penalty: 5318.029785
	Iteration 27Q: 3 clusters Score -6318150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6318157.500000 Penalty: 5318.029785
	Iteration 28Q: 3 clusters Score -6318158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6318166.500000 Penalty: 5318.029785
	Iteration 29Q: 3 clusters Score -6318166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6318175.500000 Penalty: 5318.029785
	Iteration 30Q: 3 clusters Score -6318176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6318176.000000 Penalty: 5318.029785
	Iteration 31Q: 3 clusters Score -6318176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6318183.500000 Penalty: 5318.029785
	Iteration 32Q: 3 clusters Score -6318184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6318187.500000 Penalty: 5318.029785
	Iteration 33Q: 3 clusters Score -6318188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6318181.000000 Penalty: 5318.029785
	Iteration 34Q: 3 clusters Score -6318181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6318189.500000 Penalty: 5318.029785
	Iteration 35Q: 3 clusters Score -6318190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6318191.000000 Penalty: 5318.029785
	Iteration 36Q: 3 clusters Score -6318191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6318195.500000 Penalty: 5318.029785
	Iteration 37Q: 3 clusters Score -6318196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6318191.000000 Penalty: 5318.029785
	Iteration 38Q: 3 clusters Score -6318191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6318194.000000 Penalty: 5318.029785
	Iteration 39Q: 3 clusters Score -6318194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6318193.500000 Penalty: 5318.029785
	Iteration 40F: 3 clusters Score -6318194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Entering Unmasked Estep 
Score: -1237605.375000 Penalty: 2255.625977
	Iteration 0F: 2 clusters Score -1237605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1230659.250000 Penalty: 4511.251953
	Iteration 0F: 3 clusters Score -1230659 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1232559.625000 Penalty: 4511.251953
	Iteration 1F: 3 clusters Score -1232560 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1232852.375000 Penalty: 4511.251953
	Iteration 2F: 3 clusters Score -1232852 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1233084.750000 Penalty: 4511.251953
	Iteration 3F: 3 clusters Score -1233085 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1233260.375000 Penalty: 4511.251953
	Iteration 4Q: 3 clusters Score -1233260 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1233417.875000 Penalty: 4511.251953
	Iteration 5Q: 3 clusters Score -1233418 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1233576.875000 Penalty: 4511.251953
	Iteration 6Q: 3 clusters Score -1233577 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1233752.375000 Penalty: 4511.251953
	Iteration 7Q: 3 clusters Score -1233752 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1233956.750000 Penalty: 4511.251953
	Iteration 8Q: 3 clusters Score -1233957 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1234169.375000 Penalty: 4511.251953
	Iteration 9Q: 3 clusters Score -1234169 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1234406.625000 Penalty: 4511.251953
	Iteration 10Q: 3 clusters Score -1234407 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1234705.250000 Penalty: 4511.251953
	Iteration 11Q: 3 clusters Score -1234705 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1235056.250000 Penalty: 4511.251953
	Iteration 12Q: 3 clusters Score -1235056 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1235361.750000 Penalty: 4511.251953
	Iteration 13Q: 3 clusters Score -1235362 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1235531.500000 Penalty: 4511.251953
	Iteration 14Q: 3 clusters Score -1235532 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1235608.125000 Penalty: 4511.251953
	Iteration 15Q: 3 clusters Score -1235608 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1235644.500000 Penalty: 4511.251953
	Iteration 16Q: 3 clusters Score -1235644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1235662.250000 Penalty: 4511.251953
	Iteration 17Q: 3 clusters Score -1235662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1235672.875000 Penalty: 4511.251953
	Iteration 18Q: 3 clusters Score -1235673 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1235683.750000 Penalty: 4511.251953
	Iteration 19Q: 3 clusters Score -1235684 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1235696.125000 Penalty: 4511.251953
	Iteration 20F: 3 clusters Score -1235696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1235705.250000 Penalty: 4511.251953
	Iteration 21Q: 3 clusters Score -1235705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1235707.000000 Penalty: 4511.251953
	Iteration 22Q: 3 clusters Score -1235707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1235710.000000 Penalty: 4511.251953
	Iteration 23Q: 3 clusters Score -1235710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1235715.375000 Penalty: 4511.251953
	Iteration 24Q: 3 clusters Score -1235715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1235717.875000 Penalty: 4511.251953
	Iteration 25Q: 3 clusters Score -1235718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1235722.000000 Penalty: 4511.251953
	Iteration 26Q: 3 clusters Score -1235722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1235720.250000 Penalty: 4511.251953
	Iteration 27Q: 3 clusters Score -1235720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1235719.750000 Penalty: 4511.251953
	Iteration 28Q: 3 clusters Score -1235720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1235721.625000 Penalty: 4511.251953
	Iteration 29Q: 3 clusters Score -1235722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1235721.625000 Penalty: 4511.251953
	Iteration 30F: 3 clusters Score -1235722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (186956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186956 members 
Entering Unmasked Estep 
Score: -25981934.000000 Penalty: 3010.379883
	Iteration 0F: 2 clusters Score -2.598193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93716 members 
Mstep: Class 2 contains 93240 members 
Entering Unmasked Estep 
Score: -25863398.000000 Penalty: 6020.759766
	Iteration 0F: 3 clusters Score -2.58634e+07 nChanged 89504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98530 members 
Mstep: Class 2 contains 88426 members 
Entering Unmasked Estep 
Score: -25915880.000000 Penalty: 6020.759766
	Iteration 1F: 3 clusters Score -2.591588e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101717 members 
Mstep: Class 2 contains 85239 members 
Entering Unmasked Estep 
Score: -25917036.000000 Penalty: 6020.759766
	Iteration 2Q: 3 clusters Score -2.591704e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106624 members 
Mstep: Class 2 contains 80332 members 
Entering Unmasked Estep 
Score: -25918638.000000 Penalty: 6020.759766
	Iteration 3Q: 3 clusters Score -2.591864e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114259 members 
Mstep: Class 2 contains 72697 members 
Entering Unmasked Estep 
Score: -25921754.000000 Penalty: 6020.759766
	Iteration 4Q: 3 clusters Score -2.592175e+07 nChanged 11723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125752 members 
Mstep: Class 2 contains 61204 members 
Entering Unmasked Estep 
Score: -25928228.000000 Penalty: 6020.759766
	Iteration 5F: 3 clusters Score -2.592823e+07 nChanged 15839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141543 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -25940008.000000 Penalty: 6020.759766
	Iteration 6F: 3 clusters Score -2.594001e+07 nChanged 18386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159919 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -25955772.000000 Penalty: 6020.759766
	Iteration 7F: 3 clusters Score -2.595577e+07 nChanged 15270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175189 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -25969526.000000 Penalty: 6020.759766
	Iteration 8F: 3 clusters Score -2.596953e+07 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183429 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -25976338.000000 Penalty: 6020.759766
	Iteration 9Q: 3 clusters Score -2.597634e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186070 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -25978532.000000 Penalty: 6020.759766
	Iteration 10Q: 3 clusters Score -2.597853e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186644 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -25979074.000000 Penalty: 6020.759766
	Iteration 11Q: 3 clusters Score -2.597907e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186751 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -25979222.000000 Penalty: 6020.759766
	Iteration 12Q: 3 clusters Score -2.597922e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186779 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25979266.000000 Penalty: 6020.759766
	Iteration 13Q: 3 clusters Score -2.597927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186785 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25979278.000000 Penalty: 6020.759766
	Iteration 14Q: 3 clusters Score -2.597928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186788 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -25979294.000000 Penalty: 6020.759766
	Iteration 15Q: 3 clusters Score -2.597929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186789 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25979312.000000 Penalty: 6020.759766
	Iteration 16Q: 3 clusters Score -2.597931e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186789 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25979312.000000 Penalty: 6020.759766
	Iteration 17F: 3 clusters Score -2.597931e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (127803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127803 members 
Entering Unmasked Estep 
Score: -17798704.000000 Penalty: 2916.044922
	Iteration 0F: 2 clusters Score -1.77987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63867 members 
Mstep: Class 2 contains 63936 members 
Entering Unmasked Estep 
Score: -17714812.000000 Penalty: 5832.089844
	Iteration 0F: 3 clusters Score -1.771481e+07 nChanged 60990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62397 members 
Mstep: Class 2 contains 65406 members 
Entering Unmasked Estep 
Score: -17749738.000000 Penalty: 5832.089844
	Iteration 1F: 3 clusters Score -1.774974e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 66293 members 
Entering Unmasked Estep 
Score: -17750810.000000 Penalty: 5832.089844
	Iteration 2Q: 3 clusters Score -1.775081e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60108 members 
Mstep: Class 2 contains 67695 members 
Entering Unmasked Estep 
Score: -17751956.000000 Penalty: 5832.089844
	Iteration 3Q: 3 clusters Score -1.775196e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 69667 members 
Entering Unmasked Estep 
Score: -17753542.000000 Penalty: 5832.089844
	Iteration 4Q: 3 clusters Score -1.775354e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55276 members 
Mstep: Class 2 contains 72527 members 
Entering Unmasked Estep 
Score: -17755858.000000 Penalty: 5832.089844
	Iteration 5Q: 3 clusters Score -1.775586e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51382 members 
Mstep: Class 2 contains 76421 members 
Entering Unmasked Estep 
Score: -17759128.000000 Penalty: 5832.089844
	Iteration 6Q: 3 clusters Score -1.775913e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 81246 members 
Entering Unmasked Estep 
Score: -17763834.000000 Penalty: 5832.089844
	Iteration 7F: 3 clusters Score -1.776383e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 86443 members 
Entering Unmasked Estep 
Score: -17769796.000000 Penalty: 5832.089844
	Iteration 8F: 3 clusters Score -1.77698e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 90999 members 
Entering Unmasked Estep 
Score: -17775482.000000 Penalty: 5832.089844
	Iteration 9F: 3 clusters Score -1.777548e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 94474 members 
Entering Unmasked Estep 
Score: -17779122.000000 Penalty: 5832.089844
	Iteration 10Q: 3 clusters Score -1.777912e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 97289 members 
Entering Unmasked Estep 
Score: -17781108.000000 Penalty: 5832.089844
	Iteration 11Q: 3 clusters Score -1.778111e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 99947 members 
Entering Unmasked Estep 
Score: -17782454.000000 Penalty: 5832.089844
	Iteration 12Q: 3 clusters Score -1.778245e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 102629 members 
Entering Unmasked Estep 
Score: -17783886.000000 Penalty: 5832.089844
	Iteration 13Q: 3 clusters Score -1.778389e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 105219 members 
Entering Unmasked Estep 
Score: -17785276.000000 Penalty: 5832.089844
	Iteration 14Q: 3 clusters Score -1.778528e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 107808 members 
Entering Unmasked Estep 
Score: -17786778.000000 Penalty: 5832.089844
	Iteration 15Q: 3 clusters Score -1.778678e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 110335 members 
Entering Unmasked Estep 
Score: -17788168.000000 Penalty: 5832.089844
	Iteration 16Q: 3 clusters Score -1.778817e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 112758 members 
Entering Unmasked Estep 
Score: -17789562.000000 Penalty: 5832.089844
	Iteration 17Q: 3 clusters Score -1.778956e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 115042 members 
Entering Unmasked Estep 
Score: -17790982.000000 Penalty: 5832.089844
	Iteration 18Q: 3 clusters Score -1.779098e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 117120 members 
Entering Unmasked Estep 
Score: -17792178.000000 Penalty: 5832.089844
	Iteration 19Q: 3 clusters Score -1.779218e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 118932 members 
Entering Unmasked Estep 
Score: -17793218.000000 Penalty: 5832.089844
	Iteration 20F: 3 clusters Score -1.779322e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 120403 members 
Entering Unmasked Estep 
Score: -17794134.000000 Penalty: 5832.089844
	Iteration 21Q: 3 clusters Score -1.779413e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 121584 members 
Entering Unmasked Estep 
Score: -17794624.000000 Penalty: 5832.089844
	Iteration 22Q: 3 clusters Score -1.779462e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 122507 members 
Entering Unmasked Estep 
Score: -17795032.000000 Penalty: 5832.089844
	Iteration 23Q: 3 clusters Score -1.779503e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 123301 members 
Entering Unmasked Estep 
Score: -17795464.000000 Penalty: 5832.089844
	Iteration 24Q: 3 clusters Score -1.779546e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 123916 members 
Entering Unmasked Estep 
Score: -17795716.000000 Penalty: 5832.089844
	Iteration 25Q: 3 clusters Score -1.779572e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 124383 members 
Entering Unmasked Estep 
Score: -17795868.000000 Penalty: 5832.089844
	Iteration 26Q: 3 clusters Score -1.779587e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 124747 members 
Entering Unmasked Estep 
Score: -17795946.000000 Penalty: 5832.089844
	Iteration 27Q: 3 clusters Score -1.779595e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 125052 members 
Entering Unmasked Estep 
Score: -17796020.000000 Penalty: 5832.089844
	Iteration 28Q: 3 clusters Score -1.779602e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 125284 members 
Entering Unmasked Estep 
Score: -17796056.000000 Penalty: 5832.089844
	Iteration 29Q: 3 clusters Score -1.779606e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 125463 members 
Entering Unmasked Estep 
Score: -17796100.000000 Penalty: 5832.089844
	Iteration 30Q: 3 clusters Score -1.77961e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 125621 members 
Entering Unmasked Estep 
Score: -17796176.000000 Penalty: 5832.089844
	Iteration 31Q: 3 clusters Score -1.779618e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 125757 members 
Entering Unmasked Estep 
Score: -17796228.000000 Penalty: 5832.089844
	Iteration 32Q: 3 clusters Score -1.779623e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 125893 members 
Entering Unmasked Estep 
Score: -17796264.000000 Penalty: 5832.089844
	Iteration 33Q: 3 clusters Score -1.779626e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 125995 members 
Entering Unmasked Estep 
Score: -17796296.000000 Penalty: 5832.089844
	Iteration 34Q: 3 clusters Score -1.77963e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 126082 members 
Entering Unmasked Estep 
Score: -17796342.000000 Penalty: 5832.089844
	Iteration 35Q: 3 clusters Score -1.779634e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 126156 members 
Entering Unmasked Estep 
Score: -17796414.000000 Penalty: 5832.089844
	Iteration 36Q: 3 clusters Score -1.779641e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 126206 members 
Entering Unmasked Estep 
Score: -17796422.000000 Penalty: 5832.089844
	Iteration 37Q: 3 clusters Score -1.779642e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 126268 members 
Entering Unmasked Estep 
Score: -17796418.000000 Penalty: 5832.089844
	Iteration 38Q: 3 clusters Score -1.779642e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 126312 members 
Entering Unmasked Estep 
Score: -17796450.000000 Penalty: 5832.089844
	Iteration 39Q: 3 clusters Score -1.779645e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 126364 members 
Entering Unmasked Estep 
Score: -17796434.000000 Penalty: 5832.089844
	Iteration 40F: 3 clusters Score -1.779643e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 126401 members 
Entering Unmasked Estep 
Score: -17796438.000000 Penalty: 5832.089844
	Iteration 41Q: 3 clusters Score -1.779644e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 126423 members 
Entering Unmasked Estep 
Score: -17796440.000000 Penalty: 5832.089844
	Iteration 42Q: 3 clusters Score -1.779644e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 126447 members 
Entering Unmasked Estep 
Score: -17796424.000000 Penalty: 5832.089844
	Iteration 43Q: 3 clusters Score -1.779642e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 126462 members 
Entering Unmasked Estep 
Score: -17796436.000000 Penalty: 5832.089844
	Iteration 44Q: 3 clusters Score -1.779644e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 126480 members 
Entering Unmasked Estep 
Score: -17796450.000000 Penalty: 5832.089844
	Iteration 45Q: 3 clusters Score -1.779645e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 126499 members 
Entering Unmasked Estep 
Score: -17796462.000000 Penalty: 5832.089844
	Iteration 46Q: 3 clusters Score -1.779646e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 126516 members 
Entering Unmasked Estep 
Score: -17796454.000000 Penalty: 5832.089844
	Iteration 47Q: 3 clusters Score -1.779645e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 126526 members 
Entering Unmasked Estep 
Score: -17796474.000000 Penalty: 5832.089844
	Iteration 48Q: 3 clusters Score -1.779647e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 126537 members 
Entering Unmasked Estep 
Score: -17796478.000000 Penalty: 5832.089844
	Iteration 49Q: 3 clusters Score -1.779648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 126549 members 
Entering Unmasked Estep 
Score: -17796470.000000 Penalty: 5832.089844
	Iteration 50Q: 3 clusters Score -1.779647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 126560 members 
Entering Unmasked Estep 
Score: -17796468.000000 Penalty: 5832.089844
	Iteration 51Q: 3 clusters Score -1.779647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 126573 members 
Entering Unmasked Estep 
Score: -17796482.000000 Penalty: 5832.089844
	Iteration 52Q: 3 clusters Score -1.779648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 126581 members 
Entering Unmasked Estep 
Score: -17796470.000000 Penalty: 5832.089844
	Iteration 53Q: 3 clusters Score -1.779647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 126588 members 
Entering Unmasked Estep 
Score: -17796482.000000 Penalty: 5832.089844
	Iteration 54Q: 3 clusters Score -1.779648e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 126598 members 
Entering Unmasked Estep 
Score: -17796494.000000 Penalty: 5832.089844
	Iteration 55Q: 3 clusters Score -1.779649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 126603 members 
Entering Unmasked Estep 
Score: -17796506.000000 Penalty: 5832.089844
	Iteration 56Q: 3 clusters Score -1.779651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 126607 members 
Entering Unmasked Estep 
Score: -17796504.000000 Penalty: 5832.089844
	Iteration 57Q: 3 clusters Score -1.77965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 126614 members 
Entering Unmasked Estep 
Score: -17796502.000000 Penalty: 5832.089844
	Iteration 58Q: 3 clusters Score -1.77965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 126622 members 
Entering Unmasked Estep 
Score: -17796506.000000 Penalty: 5832.089844
	Iteration 59Q: 3 clusters Score -1.779651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 126625 members 
Entering Unmasked Estep 
Score: -17796504.000000 Penalty: 5832.089844
	Iteration 60F: 3 clusters Score -1.77965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 126626 members 
Entering Unmasked Estep 
Score: -17796508.000000 Penalty: 5832.089844
	Iteration 61Q: 3 clusters Score -1.779651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 126628 members 
Entering Unmasked Estep 
Score: -17796504.000000 Penalty: 5832.089844
	Iteration 62Q: 3 clusters Score -1.77965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 126631 members 
Entering Unmasked Estep 
Score: -17796496.000000 Penalty: 5832.089844
	Iteration 63Q: 3 clusters Score -1.77965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 126632 members 
Entering Unmasked Estep 
Score: -17796496.000000 Penalty: 5832.089844
	Iteration 64Q: 3 clusters Score -1.77965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 126633 members 
Entering Unmasked Estep 
Score: -17796496.000000 Penalty: 5832.089844
	Iteration 65Q: 3 clusters Score -1.77965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 126632 members 
Entering Unmasked Estep 
Score: -17796494.000000 Penalty: 5832.089844
	Iteration 66Q: 3 clusters Score -1.779649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 126632 members 
Entering Unmasked Estep 
Score: -17796486.000000 Penalty: 5832.089844
	Iteration 67Q: 3 clusters Score -1.779649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 126631 members 
Entering Unmasked Estep 
Score: -17796490.000000 Penalty: 5832.089844
	Iteration 68Q: 3 clusters Score -1.779649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 126631 members 
Entering Unmasked Estep 
Score: -17796490.000000 Penalty: 5832.089844
	Iteration 69F: 3 clusters Score -1.779649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Entering Unmasked Estep 
Score: -435635.875000 Penalty: 2002.667358
	Iteration 0F: 2 clusters Score -435635.9 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 1640 members 
Entering Unmasked Estep 
Score: -432254.218750 Penalty: 4005.334717
	Iteration 0F: 3 clusters Score -432254.2 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -433016.937500 Penalty: 4005.334717
	Iteration 1F: 3 clusters Score -433016.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -433214.718750 Penalty: 4005.334717
	Iteration 2F: 3 clusters Score -433214.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -433358.843750 Penalty: 4005.334717
	Iteration 3F: 3 clusters Score -433358.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -433499.656250 Penalty: 4005.334717
	Iteration 4Q: 3 clusters Score -433499.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -433642.093750 Penalty: 4005.334717
	Iteration 5Q: 3 clusters Score -433642.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -433813.468750 Penalty: 4005.334717
	Iteration 6Q: 3 clusters Score -433813.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -434007.093750 Penalty: 4005.334717
	Iteration 7Q: 3 clusters Score -434007.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -434194.781250 Penalty: 4005.334717
	Iteration 8Q: 3 clusters Score -434194.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -434328.937500 Penalty: 4005.334717
	Iteration 9Q: 3 clusters Score -434328.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -434419.500000 Penalty: 4005.334717
	Iteration 10Q: 3 clusters Score -434419.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -434490.531250 Penalty: 4005.334717
	Iteration 11Q: 3 clusters Score -434490.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -434560.031250 Penalty: 4005.334717
	Iteration 12Q: 3 clusters Score -434560 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -434618.812500 Penalty: 4005.334717
	Iteration 13Q: 3 clusters Score -434618.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -434672.343750 Penalty: 4005.334717
	Iteration 14Q: 3 clusters Score -434672.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -434708.531250 Penalty: 4005.334717
	Iteration 15Q: 3 clusters Score -434708.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -434736.562500 Penalty: 4005.334717
	Iteration 16Q: 3 clusters Score -434736.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -434771.531250 Penalty: 4005.334717
	Iteration 17Q: 3 clusters Score -434771.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -434812.156250 Penalty: 4005.334717
	Iteration 18Q: 3 clusters Score -434812.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -434848.468750 Penalty: 4005.334717
	Iteration 19Q: 3 clusters Score -434848.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -434877.937500 Penalty: 4005.334717
	Iteration 20F: 3 clusters Score -434877.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -434901.343750 Penalty: 4005.334717
	Iteration 21Q: 3 clusters Score -434901.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -434918.250000 Penalty: 4005.334717
	Iteration 22Q: 3 clusters Score -434918.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -434931.812500 Penalty: 4005.334717
	Iteration 23Q: 3 clusters Score -434931.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -434947.437500 Penalty: 4005.334717
	Iteration 24Q: 3 clusters Score -434947.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -434955.500000 Penalty: 4005.334717
	Iteration 25Q: 3 clusters Score -434955.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -434961.750000 Penalty: 4005.334717
	Iteration 26Q: 3 clusters Score -434961.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -434964.500000 Penalty: 4005.334717
	Iteration 27Q: 3 clusters Score -434964.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -434969.062500 Penalty: 4005.334717
	Iteration 28Q: 3 clusters Score -434969.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -434970.343750 Penalty: 4005.334717
	Iteration 29Q: 3 clusters Score -434970.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -434970.343750 Penalty: 4005.334717
	Iteration 30F: 3 clusters Score -434970.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Entering Unmasked Estep 
Score: -3767589.250000 Penalty: 2539.075439
	Iteration 0F: 2 clusters Score -3767589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -3748425.750000 Penalty: 5078.150879
	Iteration 0F: 3 clusters Score -3748426 nChanged 12562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -3755314.250000 Penalty: 5078.150879
	Iteration 1F: 3 clusters Score -3755314 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -3755886.250000 Penalty: 5078.150879
	Iteration 2F: 3 clusters Score -3755886 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -3756458.750000 Penalty: 5078.150879
	Iteration 3Q: 3 clusters Score -3756459 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -3757065.500000 Penalty: 5078.150879
	Iteration 4F: 3 clusters Score -3757066 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -3757751.000000 Penalty: 5078.150879
	Iteration 5F: 3 clusters Score -3757751 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -3758592.000000 Penalty: 5078.150879
	Iteration 6F: 3 clusters Score -3758592 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -3759601.500000 Penalty: 5078.150879
	Iteration 7F: 3 clusters Score -3759602 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -3760641.750000 Penalty: 5078.150879
	Iteration 8F: 3 clusters Score -3760642 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -3761628.000000 Penalty: 5078.150879
	Iteration 9F: 3 clusters Score -3761628 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -3762419.250000 Penalty: 5078.150879
	Iteration 10Q: 3 clusters Score -3762419 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -3762998.500000 Penalty: 5078.150879
	Iteration 11Q: 3 clusters Score -3762998 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -3763471.250000 Penalty: 5078.150879
	Iteration 12Q: 3 clusters Score -3763471 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -3763871.000000 Penalty: 5078.150879
	Iteration 13Q: 3 clusters Score -3763871 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -3764246.250000 Penalty: 5078.150879
	Iteration 14Q: 3 clusters Score -3764246 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -3764571.750000 Penalty: 5078.150879
	Iteration 15Q: 3 clusters Score -3764572 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3764873.250000 Penalty: 5078.150879
	Iteration 16Q: 3 clusters Score -3764873 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -3765148.250000 Penalty: 5078.150879
	Iteration 17Q: 3 clusters Score -3765148 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -3765398.500000 Penalty: 5078.150879
	Iteration 18Q: 3 clusters Score -3765398 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -3765616.000000 Penalty: 5078.150879
	Iteration 19Q: 3 clusters Score -3765616 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -3765802.750000 Penalty: 5078.150879
	Iteration 20F: 3 clusters Score -3765803 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -3765979.750000 Penalty: 5078.150879
	Iteration 21Q: 3 clusters Score -3765980 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -3766140.750000 Penalty: 5078.150879
	Iteration 22Q: 3 clusters Score -3766141 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -3766271.500000 Penalty: 5078.150879
	Iteration 23Q: 3 clusters Score -3766272 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -3766359.500000 Penalty: 5078.150879
	Iteration 24Q: 3 clusters Score -3766360 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -3766432.500000 Penalty: 5078.150879
	Iteration 25Q: 3 clusters Score -3766432 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -3766492.000000 Penalty: 5078.150879
	Iteration 26Q: 3 clusters Score -3766492 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -3766545.250000 Penalty: 5078.150879
	Iteration 27Q: 3 clusters Score -3766545 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -3766568.750000 Penalty: 5078.150879
	Iteration 28Q: 3 clusters Score -3766569 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -3766589.250000 Penalty: 5078.150879
	Iteration 29Q: 3 clusters Score -3766589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -3766612.500000 Penalty: 5078.150879
	Iteration 30Q: 3 clusters Score -3766612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -3766620.500000 Penalty: 5078.150879
	Iteration 31Q: 3 clusters Score -3766620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -3766634.250000 Penalty: 5078.150879
	Iteration 32Q: 3 clusters Score -3766634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -3766643.750000 Penalty: 5078.150879
	Iteration 33Q: 3 clusters Score -3766644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -3766662.750000 Penalty: 5078.150879
	Iteration 34Q: 3 clusters Score -3766663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -3766684.750000 Penalty: 5078.150879
	Iteration 35Q: 3 clusters Score -3766685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -3766703.000000 Penalty: 5078.150879
	Iteration 36Q: 3 clusters Score -3766703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -3766710.000000 Penalty: 5078.150879
	Iteration 37Q: 3 clusters Score -3766710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -3766716.000000 Penalty: 5078.150879
	Iteration 38Q: 3 clusters Score -3766716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -3766729.750000 Penalty: 5078.150879
	Iteration 39Q: 3 clusters Score -3766730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -3766739.000000 Penalty: 5078.150879
	Iteration 40F: 3 clusters Score -3766739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3766741.000000 Penalty: 5078.150879
	Iteration 41Q: 3 clusters Score -3766741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -3766744.500000 Penalty: 5078.150879
	Iteration 42Q: 3 clusters Score -3766744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -3766742.000000 Penalty: 5078.150879
	Iteration 43Q: 3 clusters Score -3766742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -3766748.250000 Penalty: 5078.150879
	Iteration 44Q: 3 clusters Score -3766748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -3766751.500000 Penalty: 5078.150879
	Iteration 45Q: 3 clusters Score -3766752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3766752.500000 Penalty: 5078.150879
	Iteration 46Q: 3 clusters Score -3766752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -3766750.750000 Penalty: 5078.150879
	Iteration 47Q: 3 clusters Score -3766751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -3766756.000000 Penalty: 5078.150879
	Iteration 48Q: 3 clusters Score -3766756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -3766756.000000 Penalty: 5078.150879
	Iteration 49Q: 3 clusters Score -3766756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -3766759.250000 Penalty: 5078.150879
	Iteration 50Q: 3 clusters Score -3766759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -3766759.250000 Penalty: 5078.150879
	Iteration 51F: 3 clusters Score -3766759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -395361.781250 Penalty: 1977.598877
	Iteration 0F: 2 clusters Score -395361.8 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 1499 members 
Entering Unmasked Estep 
Score: -392134.406250 Penalty: 3955.197754
	Iteration 0F: 3 clusters Score -392134.4 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -392775.437500 Penalty: 3955.197754
	Iteration 1F: 3 clusters Score -392775.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -392934.750000 Penalty: 3955.197754
	Iteration 2F: 3 clusters Score -392934.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -393039.875000 Penalty: 3955.197754
	Iteration 3Q: 3 clusters Score -393039.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -393098.406250 Penalty: 3955.197754
	Iteration 4Q: 3 clusters Score -393098.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -393143.187500 Penalty: 3955.197754
	Iteration 5Q: 3 clusters Score -393143.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -393178.062500 Penalty: 3955.197754
	Iteration 6Q: 3 clusters Score -393178.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -393208.750000 Penalty: 3955.197754
	Iteration 7Q: 3 clusters Score -393208.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -393242.906250 Penalty: 3955.197754
	Iteration 8Q: 3 clusters Score -393242.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -393277.406250 Penalty: 3955.197754
	Iteration 9Q: 3 clusters Score -393277.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -393313.531250 Penalty: 3955.197754
	Iteration 10Q: 3 clusters Score -393313.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -393334.062500 Penalty: 3955.197754
	Iteration 11Q: 3 clusters Score -393334.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -393350.656250 Penalty: 3955.197754
	Iteration 12Q: 3 clusters Score -393350.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -393360.562500 Penalty: 3955.197754
	Iteration 13Q: 3 clusters Score -393360.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -393369.312500 Penalty: 3955.197754
	Iteration 14Q: 3 clusters Score -393369.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -393381.062500 Penalty: 3955.197754
	Iteration 15Q: 3 clusters Score -393381.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -393388.562500 Penalty: 3955.197754
	Iteration 16Q: 3 clusters Score -393388.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -393392.187500 Penalty: 3955.197754
	Iteration 17Q: 3 clusters Score -393392.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -393394.656250 Penalty: 3955.197754
	Iteration 18Q: 3 clusters Score -393394.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -393398.031250 Penalty: 3955.197754
	Iteration 19Q: 3 clusters Score -393398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -393401.562500 Penalty: 3955.197754
	Iteration 20F: 3 clusters Score -393401.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -393406.281250 Penalty: 3955.197754
	Iteration 21Q: 3 clusters Score -393406.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -393408.062500 Penalty: 3955.197754
	Iteration 22Q: 3 clusters Score -393408.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -393409.812500 Penalty: 3955.197754
	Iteration 23Q: 3 clusters Score -393409.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -393411.031250 Penalty: 3955.197754
	Iteration 24Q: 3 clusters Score -393411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -393411.437500 Penalty: 3955.197754
	Iteration 25Q: 3 clusters Score -393411.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -393413.437500 Penalty: 3955.197754
	Iteration 26Q: 3 clusters Score -393413.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -393413.343750 Penalty: 3955.197754
	Iteration 27Q: 3 clusters Score -393413.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -393413.187500 Penalty: 3955.197754
	Iteration 28Q: 3 clusters Score -393413.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -393413.750000 Penalty: 3955.197754
	Iteration 29Q: 3 clusters Score -393413.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -393413.750000 Penalty: 3955.197754
	Iteration 30F: 3 clusters Score -393413.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Entering Unmasked Estep 
Score: -919206.812500 Penalty: 2192.068604
	Iteration 0F: 2 clusters Score -919206.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -913587.000000 Penalty: 4384.137207
	Iteration 0F: 3 clusters Score -913587 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -915135.062500 Penalty: 4384.137207
	Iteration 1F: 3 clusters Score -915135.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -915520.937500 Penalty: 4384.137207
	Iteration 2F: 3 clusters Score -915520.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -915911.312500 Penalty: 4384.137207
	Iteration 3F: 3 clusters Score -915911.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -916398.750000 Penalty: 4384.137207
	Iteration 4F: 3 clusters Score -916398.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -916930.187500 Penalty: 4384.137207
	Iteration 5F: 3 clusters Score -916930.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -917369.812500 Penalty: 4384.137207
	Iteration 6F: 3 clusters Score -917369.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -917800.750000 Penalty: 4384.137207
	Iteration 7F: 3 clusters Score -917800.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -918237.312500 Penalty: 4384.137207
	Iteration 8F: 3 clusters Score -918237.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -918537.687500 Penalty: 4384.137207
	Iteration 9Q: 3 clusters Score -918537.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -918739.375000 Penalty: 4384.137207
	Iteration 10Q: 3 clusters Score -918739.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -918862.937500 Penalty: 4384.137207
	Iteration 11Q: 3 clusters Score -918862.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -918955.812500 Penalty: 4384.137207
	Iteration 12Q: 3 clusters Score -918955.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -919019.375000 Penalty: 4384.137207
	Iteration 13Q: 3 clusters Score -919019.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -919046.687500 Penalty: 4384.137207
	Iteration 14Q: 3 clusters Score -919046.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -919058.875000 Penalty: 4384.137207
	Iteration 15Q: 3 clusters Score -919058.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -919066.312500 Penalty: 4384.137207
	Iteration 16Q: 3 clusters Score -919066.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -919070.750000 Penalty: 4384.137207
	Iteration 17Q: 3 clusters Score -919070.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -919074.750000 Penalty: 4384.137207
	Iteration 18Q: 3 clusters Score -919074.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -919075.375000 Penalty: 4384.137207
	Iteration 19Q: 3 clusters Score -919075.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -919078.750000 Penalty: 4384.137207
	Iteration 20F: 3 clusters Score -919078.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -919080.312500 Penalty: 4384.137207
	Iteration 21Q: 3 clusters Score -919080.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -919080.812500 Penalty: 4384.137207
	Iteration 22Q: 3 clusters Score -919080.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -919081.875000 Penalty: 4384.137207
	Iteration 23Q: 3 clusters Score -919081.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -919082.812500 Penalty: 4384.137207
	Iteration 24Q: 3 clusters Score -919082.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -919084.187500 Penalty: 4384.137207
	Iteration 25Q: 3 clusters Score -919084.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -919082.750000 Penalty: 4384.137207
	Iteration 26Q: 3 clusters Score -919082.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -919082.062500 Penalty: 4384.137207
	Iteration 27Q: 3 clusters Score -919082.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -919082.437500 Penalty: 4384.137207
	Iteration 28Q: 3 clusters Score -919082.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -919082.187500 Penalty: 4384.137207
	Iteration 29Q: 3 clusters Score -919082.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -919084.750000 Penalty: 4384.137207
	Iteration 30Q: 3 clusters Score -919084.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -919085.750000 Penalty: 4384.137207
	Iteration 31Q: 3 clusters Score -919085.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -919086.500000 Penalty: 4384.137207
	Iteration 32Q: 3 clusters Score -919086.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -919085.875000 Penalty: 4384.137207
	Iteration 33Q: 3 clusters Score -919085.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -919087.437500 Penalty: 4384.137207
	Iteration 34Q: 3 clusters Score -919087.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -919088.250000 Penalty: 4384.137207
	Iteration 35Q: 3 clusters Score -919088.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -919088.937500 Penalty: 4384.137207
	Iteration 36Q: 3 clusters Score -919088.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -919091.812500 Penalty: 4384.137207
	Iteration 37Q: 3 clusters Score -919091.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -919091.687500 Penalty: 4384.137207
	Iteration 38Q: 3 clusters Score -919091.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -919091.687500 Penalty: 4384.137207
	Iteration 39F: 3 clusters Score -919091.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -44965.480469 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -44965.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43645.093750 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -43645.09 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -43800.492188 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -43800.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43848.441406 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -43848.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43871.578125 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -43871.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43875.531250 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -43875.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43875.531250 Penalty: 2918.127930
	Iteration 5F: 3 clusters Score -43875.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (55542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55542 members 
Entering Unmasked Estep 
Score: -7803184.000000 Penalty: 2709.373779
	Iteration 0F: 2 clusters Score -7803184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -7765767.000000 Penalty: 5418.747559
	Iteration 0F: 3 clusters Score -7765767 nChanged 25890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -7780466.500000 Penalty: 5418.747559
	Iteration 1F: 3 clusters Score -7780466 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -7781150.000000 Penalty: 5418.747559
	Iteration 2Q: 3 clusters Score -7781150 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -7781698.500000 Penalty: 5418.747559
	Iteration 3Q: 3 clusters Score -7781698 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -7782187.000000 Penalty: 5418.747559
	Iteration 4Q: 3 clusters Score -7782187 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -7782750.500000 Penalty: 5418.747559
	Iteration 5Q: 3 clusters Score -7782750 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -7783441.500000 Penalty: 5418.747559
	Iteration 6Q: 3 clusters Score -7783442 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -7784198.000000 Penalty: 5418.747559
	Iteration 7Q: 3 clusters Score -7784198 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -7785131.000000 Penalty: 5418.747559
	Iteration 8Q: 3 clusters Score -7785131 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -7786433.500000 Penalty: 5418.747559
	Iteration 9Q: 3 clusters Score -7786434 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -7788306.500000 Penalty: 5418.747559
	Iteration 10F: 3 clusters Score -7788306 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -7790417.000000 Penalty: 5418.747559
	Iteration 11F: 3 clusters Score -7790417 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -7792356.500000 Penalty: 5418.747559
	Iteration 12F: 3 clusters Score -7792356 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -7793576.000000 Penalty: 5418.747559
	Iteration 13Q: 3 clusters Score -7793576 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -7794273.500000 Penalty: 5418.747559
	Iteration 14Q: 3 clusters Score -7794274 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -7794719.000000 Penalty: 5418.747559
	Iteration 15Q: 3 clusters Score -7794719 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -7795157.000000 Penalty: 5418.747559
	Iteration 16Q: 3 clusters Score -7795157 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -7795628.000000 Penalty: 5418.747559
	Iteration 17Q: 3 clusters Score -7795628 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -7796046.000000 Penalty: 5418.747559
	Iteration 18Q: 3 clusters Score -7796046 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -7796510.500000 Penalty: 5418.747559
	Iteration 19Q: 3 clusters Score -7796510 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -7797023.000000 Penalty: 5418.747559
	Iteration 20F: 3 clusters Score -7797023 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -7797483.500000 Penalty: 5418.747559
	Iteration 21Q: 3 clusters Score -7797484 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -7797952.500000 Penalty: 5418.747559
	Iteration 22Q: 3 clusters Score -7797952 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -7798395.500000 Penalty: 5418.747559
	Iteration 23Q: 3 clusters Score -7798396 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -7798827.000000 Penalty: 5418.747559
	Iteration 24Q: 3 clusters Score -7798827 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -7799280.500000 Penalty: 5418.747559
	Iteration 25Q: 3 clusters Score -7799280 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -7799688.000000 Penalty: 5418.747559
	Iteration 26Q: 3 clusters Score -7799688 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -7800007.500000 Penalty: 5418.747559
	Iteration 27Q: 3 clusters Score -7800008 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -7800295.000000 Penalty: 5418.747559
	Iteration 28Q: 3 clusters Score -7800295 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -7800547.000000 Penalty: 5418.747559
	Iteration 29Q: 3 clusters Score -7800547 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -7800778.000000 Penalty: 5418.747559
	Iteration 30Q: 3 clusters Score -7800778 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -7800977.500000 Penalty: 5418.747559
	Iteration 31Q: 3 clusters Score -7800978 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -7801153.500000 Penalty: 5418.747559
	Iteration 32Q: 3 clusters Score -7801154 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -7801311.500000 Penalty: 5418.747559
	Iteration 33Q: 3 clusters Score -7801312 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53495 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -7801421.000000 Penalty: 5418.747559
	Iteration 34Q: 3 clusters Score -7801421 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -7801484.500000 Penalty: 5418.747559
	Iteration 35Q: 3 clusters Score -7801484 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -7801549.500000 Penalty: 5418.747559
	Iteration 36Q: 3 clusters Score -7801550 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -7801593.500000 Penalty: 5418.747559
	Iteration 37Q: 3 clusters Score -7801594 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -7801649.500000 Penalty: 5418.747559
	Iteration 38Q: 3 clusters Score -7801650 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -7801674.500000 Penalty: 5418.747559
	Iteration 39Q: 3 clusters Score -7801674 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54103 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -7801696.500000 Penalty: 5418.747559
	Iteration 40F: 3 clusters Score -7801696 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54164 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7801734.000000 Penalty: 5418.747559
	Iteration 41Q: 3 clusters Score -7801734 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -7801742.500000 Penalty: 5418.747559
	Iteration 42Q: 3 clusters Score -7801742 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -7801758.500000 Penalty: 5418.747559
	Iteration 43Q: 3 clusters Score -7801758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54290 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -7801765.500000 Penalty: 5418.747559
	Iteration 44Q: 3 clusters Score -7801766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -7801777.000000 Penalty: 5418.747559
	Iteration 45Q: 3 clusters Score -7801777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54334 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -7801776.500000 Penalty: 5418.747559
	Iteration 46Q: 3 clusters Score -7801776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -7801791.000000 Penalty: 5418.747559
	Iteration 47Q: 3 clusters Score -7801791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54379 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7801802.500000 Penalty: 5418.747559
	Iteration 48Q: 3 clusters Score -7801802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -7801821.000000 Penalty: 5418.747559
	Iteration 49Q: 3 clusters Score -7801821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54399 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7801825.500000 Penalty: 5418.747559
	Iteration 50Q: 3 clusters Score -7801826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54409 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -7801820.500000 Penalty: 5418.747559
	Iteration 51Q: 3 clusters Score -7801820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -7801827.500000 Penalty: 5418.747559
	Iteration 52Q: 3 clusters Score -7801828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -7801826.500000 Penalty: 5418.747559
	Iteration 53Q: 3 clusters Score -7801826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -7801823.000000 Penalty: 5418.747559
	Iteration 54Q: 3 clusters Score -7801823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54418 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -7801824.000000 Penalty: 5418.747559
	Iteration 55Q: 3 clusters Score -7801824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -7801827.500000 Penalty: 5418.747559
	Iteration 56Q: 3 clusters Score -7801828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -7801827.500000 Penalty: 5418.747559
	Iteration 57F: 3 clusters Score -7801828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Entering Unmasked Estep 
Score: -2395934.250000 Penalty: 2422.963135
	Iteration 0F: 2 clusters Score -2395934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2383389.000000 Penalty: 4845.926270
	Iteration 0F: 3 clusters Score -2383389 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2387489.250000 Penalty: 4845.926270
	Iteration 1F: 3 clusters Score -2387489 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2387919.750000 Penalty: 4845.926270
	Iteration 2F: 3 clusters Score -2387920 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2388320.500000 Penalty: 4845.926270
	Iteration 3Q: 3 clusters Score -2388320 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2388889.500000 Penalty: 4845.926270
	Iteration 4F: 3 clusters Score -2388890 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2389548.250000 Penalty: 4845.926270
	Iteration 5F: 3 clusters Score -2389548 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2390225.750000 Penalty: 4845.926270
	Iteration 6F: 3 clusters Score -2390226 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2390889.750000 Penalty: 4845.926270
	Iteration 7F: 3 clusters Score -2390890 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2391530.500000 Penalty: 4845.926270
	Iteration 8F: 3 clusters Score -2391530 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2392148.000000 Penalty: 4845.926270
	Iteration 9F: 3 clusters Score -2392148 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2392695.750000 Penalty: 4845.926270
	Iteration 10Q: 3 clusters Score -2392696 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2393051.750000 Penalty: 4845.926270
	Iteration 11Q: 3 clusters Score -2393052 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2393234.750000 Penalty: 4845.926270
	Iteration 12Q: 3 clusters Score -2393235 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2393336.250000 Penalty: 4845.926270
	Iteration 13Q: 3 clusters Score -2393336 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2393399.750000 Penalty: 4845.926270
	Iteration 14Q: 3 clusters Score -2393400 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2393444.750000 Penalty: 4845.926270
	Iteration 15Q: 3 clusters Score -2393445 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2393480.000000 Penalty: 4845.926270
	Iteration 16Q: 3 clusters Score -2393480 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2393504.750000 Penalty: 4845.926270
	Iteration 17Q: 3 clusters Score -2393505 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2393528.250000 Penalty: 4845.926270
	Iteration 18Q: 3 clusters Score -2393528 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2393539.000000 Penalty: 4845.926270
	Iteration 19Q: 3 clusters Score -2393539 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2393554.250000 Penalty: 4845.926270
	Iteration 20F: 3 clusters Score -2393554 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2393588.000000 Penalty: 4845.926270
	Iteration 21Q: 3 clusters Score -2393588 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2393601.000000 Penalty: 4845.926270
	Iteration 22Q: 3 clusters Score -2393601 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2393617.250000 Penalty: 4845.926270
	Iteration 23Q: 3 clusters Score -2393617 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2393635.000000 Penalty: 4845.926270
	Iteration 24Q: 3 clusters Score -2393635 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2393646.500000 Penalty: 4845.926270
	Iteration 25Q: 3 clusters Score -2393646 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2393672.500000 Penalty: 4845.926270
	Iteration 26Q: 3 clusters Score -2393672 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2393691.750000 Penalty: 4845.926270
	Iteration 27Q: 3 clusters Score -2393692 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2393706.750000 Penalty: 4845.926270
	Iteration 28Q: 3 clusters Score -2393707 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2393726.250000 Penalty: 4845.926270
	Iteration 29Q: 3 clusters Score -2393726 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2393743.500000 Penalty: 4845.926270
	Iteration 30Q: 3 clusters Score -2393744 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2393768.750000 Penalty: 4845.926270
	Iteration 31Q: 3 clusters Score -2393769 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2393792.000000 Penalty: 4845.926270
	Iteration 32Q: 3 clusters Score -2393792 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2393828.000000 Penalty: 4845.926270
	Iteration 33Q: 3 clusters Score -2393828 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2393882.250000 Penalty: 4845.926270
	Iteration 34Q: 3 clusters Score -2393882 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2393928.500000 Penalty: 4845.926270
	Iteration 35Q: 3 clusters Score -2393928 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2393992.750000 Penalty: 4845.926270
	Iteration 36Q: 3 clusters Score -2393993 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2394057.000000 Penalty: 4845.926270
	Iteration 37Q: 3 clusters Score -2394057 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2394145.750000 Penalty: 4845.926270
	Iteration 38Q: 3 clusters Score -2394146 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2394222.000000 Penalty: 4845.926270
	Iteration 39Q: 3 clusters Score -2394222 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2394270.000000 Penalty: 4845.926270
	Iteration 40F: 3 clusters Score -2394270 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2394307.750000 Penalty: 4845.926270
	Iteration 41Q: 3 clusters Score -2394308 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2394339.250000 Penalty: 4845.926270
	Iteration 42Q: 3 clusters Score -2394339 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2394372.250000 Penalty: 4845.926270
	Iteration 43Q: 3 clusters Score -2394372 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2394398.250000 Penalty: 4845.926270
	Iteration 44Q: 3 clusters Score -2394398 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2394413.750000 Penalty: 4845.926270
	Iteration 45Q: 3 clusters Score -2394414 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2394429.750000 Penalty: 4845.926270
	Iteration 46Q: 3 clusters Score -2394430 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2394451.500000 Penalty: 4845.926270
	Iteration 47Q: 3 clusters Score -2394452 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2394464.750000 Penalty: 4845.926270
	Iteration 48Q: 3 clusters Score -2394465 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2394471.000000 Penalty: 4845.926270
	Iteration 49Q: 3 clusters Score -2394471 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2394486.250000 Penalty: 4845.926270
	Iteration 50Q: 3 clusters Score -2394486 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2394508.500000 Penalty: 4845.926270
	Iteration 51Q: 3 clusters Score -2394508 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2394510.750000 Penalty: 4845.926270
	Iteration 52Q: 3 clusters Score -2394511 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2394532.000000 Penalty: 4845.926270
	Iteration 53Q: 3 clusters Score -2394532 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2394560.000000 Penalty: 4845.926270
	Iteration 54Q: 3 clusters Score -2394560 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2394589.000000 Penalty: 4845.926270
	Iteration 55Q: 3 clusters Score -2394589 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2394609.750000 Penalty: 4845.926270
	Iteration 56Q: 3 clusters Score -2394610 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2394622.500000 Penalty: 4845.926270
	Iteration 57Q: 3 clusters Score -2394622 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2394635.000000 Penalty: 4845.926270
	Iteration 58Q: 3 clusters Score -2394635 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2394655.750000 Penalty: 4845.926270
	Iteration 59Q: 3 clusters Score -2394656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2394667.250000 Penalty: 4845.926270
	Iteration 60F: 3 clusters Score -2394667 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2394681.250000 Penalty: 4845.926270
	Iteration 61Q: 3 clusters Score -2394681 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2394698.250000 Penalty: 4845.926270
	Iteration 62Q: 3 clusters Score -2394698 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2394716.000000 Penalty: 4845.926270
	Iteration 63Q: 3 clusters Score -2394716 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2394722.250000 Penalty: 4845.926270
	Iteration 64Q: 3 clusters Score -2394722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -2394729.000000 Penalty: 4845.926270
	Iteration 65Q: 3 clusters Score -2394729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2394737.750000 Penalty: 4845.926270
	Iteration 66Q: 3 clusters Score -2394738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2394735.500000 Penalty: 4845.926270
	Iteration 67Q: 3 clusters Score -2394736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2394739.500000 Penalty: 4845.926270
	Iteration 68Q: 3 clusters Score -2394740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2394735.500000 Penalty: 4845.926270
	Iteration 69Q: 3 clusters Score -2394736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2394736.750000 Penalty: 4845.926270
	Iteration 70Q: 3 clusters Score -2394737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2394739.500000 Penalty: 4845.926270
	Iteration 71Q: 3 clusters Score -2394740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2394740.000000 Penalty: 4845.926270
	Iteration 72Q: 3 clusters Score -2394740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2394740.000000 Penalty: 4845.926270
	Iteration 73Q: 3 clusters Score -2394740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2394742.000000 Penalty: 4845.926270
	Iteration 74Q: 3 clusters Score -2394742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2394742.750000 Penalty: 4845.926270
	Iteration 75Q: 3 clusters Score -2394743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2394743.250000 Penalty: 4845.926270
	Iteration 76Q: 3 clusters Score -2394743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2394743.000000 Penalty: 4845.926270
	Iteration 77Q: 3 clusters Score -2394743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2394742.250000 Penalty: 4845.926270
	Iteration 78Q: 3 clusters Score -2394742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2394742.250000 Penalty: 4845.926270
	Iteration 79F: 3 clusters Score -2394742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Entering Unmasked Estep 
Score: -1667246.000000 Penalty: 2340.276611
	Iteration 0F: 2 clusters Score -1667246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1657979.000000 Penalty: 4680.553223
	Iteration 0F: 3 clusters Score -1657979 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1660828.000000 Penalty: 4680.553223
	Iteration 1F: 3 clusters Score -1660828 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1661206.000000 Penalty: 4680.553223
	Iteration 2F: 3 clusters Score -1661206 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1661521.125000 Penalty: 4680.553223
	Iteration 3F: 3 clusters Score -1661521 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1661818.500000 Penalty: 4680.553223
	Iteration 4Q: 3 clusters Score -1661818 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1662053.125000 Penalty: 4680.553223
	Iteration 5Q: 3 clusters Score -1662053 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1662257.375000 Penalty: 4680.553223
	Iteration 6Q: 3 clusters Score -1662257 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1662452.250000 Penalty: 4680.553223
	Iteration 7Q: 3 clusters Score -1662452 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1662619.375000 Penalty: 4680.553223
	Iteration 8Q: 3 clusters Score -1662619 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1662802.750000 Penalty: 4680.553223
	Iteration 9Q: 3 clusters Score -1662803 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1663031.875000 Penalty: 4680.553223
	Iteration 10Q: 3 clusters Score -1663032 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1663267.500000 Penalty: 4680.553223
	Iteration 11Q: 3 clusters Score -1663268 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1663481.500000 Penalty: 4680.553223
	Iteration 12Q: 3 clusters Score -1663482 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1663688.375000 Penalty: 4680.553223
	Iteration 13Q: 3 clusters Score -1663688 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1663903.250000 Penalty: 4680.553223
	Iteration 14Q: 3 clusters Score -1663903 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1664102.625000 Penalty: 4680.553223
	Iteration 15Q: 3 clusters Score -1664103 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1664276.750000 Penalty: 4680.553223
	Iteration 16Q: 3 clusters Score -1664277 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1664410.000000 Penalty: 4680.553223
	Iteration 17Q: 3 clusters Score -1664410 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1664518.625000 Penalty: 4680.553223
	Iteration 18Q: 3 clusters Score -1664519 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1664597.875000 Penalty: 4680.553223
	Iteration 19Q: 3 clusters Score -1664598 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1664672.875000 Penalty: 4680.553223
	Iteration 20F: 3 clusters Score -1664673 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1664744.500000 Penalty: 4680.553223
	Iteration 21Q: 3 clusters Score -1664744 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1664789.375000 Penalty: 4680.553223
	Iteration 22Q: 3 clusters Score -1664789 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1664841.125000 Penalty: 4680.553223
	Iteration 23Q: 3 clusters Score -1664841 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1664880.750000 Penalty: 4680.553223
	Iteration 24Q: 3 clusters Score -1664881 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1664919.250000 Penalty: 4680.553223
	Iteration 25Q: 3 clusters Score -1664919 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1664965.875000 Penalty: 4680.553223
	Iteration 26Q: 3 clusters Score -1664966 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1665011.625000 Penalty: 4680.553223
	Iteration 27Q: 3 clusters Score -1665012 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1665063.750000 Penalty: 4680.553223
	Iteration 28Q: 3 clusters Score -1665064 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1665111.375000 Penalty: 4680.553223
	Iteration 29Q: 3 clusters Score -1665111 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1665166.375000 Penalty: 4680.553223
	Iteration 30Q: 3 clusters Score -1665166 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1665226.125000 Penalty: 4680.553223
	Iteration 31Q: 3 clusters Score -1665226 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1665283.500000 Penalty: 4680.553223
	Iteration 32Q: 3 clusters Score -1665284 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1665329.250000 Penalty: 4680.553223
	Iteration 33Q: 3 clusters Score -1665329 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1665378.000000 Penalty: 4680.553223
	Iteration 34Q: 3 clusters Score -1665378 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1665433.875000 Penalty: 4680.553223
	Iteration 35Q: 3 clusters Score -1665434 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1665491.000000 Penalty: 4680.553223
	Iteration 36Q: 3 clusters Score -1665491 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1665544.750000 Penalty: 4680.553223
	Iteration 37Q: 3 clusters Score -1665545 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1665614.750000 Penalty: 4680.553223
	Iteration 38Q: 3 clusters Score -1665615 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1665693.250000 Penalty: 4680.553223
	Iteration 39Q: 3 clusters Score -1665693 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1665791.125000 Penalty: 4680.553223
	Iteration 40F: 3 clusters Score -1665791 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1665886.625000 Penalty: 4680.553223
	Iteration 41Q: 3 clusters Score -1665887 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1665953.250000 Penalty: 4680.553223
	Iteration 42Q: 3 clusters Score -1665953 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1665989.500000 Penalty: 4680.553223
	Iteration 43Q: 3 clusters Score -1665990 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1666015.750000 Penalty: 4680.553223
	Iteration 44Q: 3 clusters Score -1666016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1666032.750000 Penalty: 4680.553223
	Iteration 45Q: 3 clusters Score -1666033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1666045.250000 Penalty: 4680.553223
	Iteration 46Q: 3 clusters Score -1666045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1666054.625000 Penalty: 4680.553223
	Iteration 47Q: 3 clusters Score -1666055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1666056.125000 Penalty: 4680.553223
	Iteration 48Q: 3 clusters Score -1666056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1666060.625000 Penalty: 4680.553223
	Iteration 49Q: 3 clusters Score -1666061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1666062.750000 Penalty: 4680.553223
	Iteration 50Q: 3 clusters Score -1666063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1666067.375000 Penalty: 4680.553223
	Iteration 51Q: 3 clusters Score -1666067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1666066.750000 Penalty: 4680.553223
	Iteration 52Q: 3 clusters Score -1666067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1666067.250000 Penalty: 4680.553223
	Iteration 53Q: 3 clusters Score -1666067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1666072.125000 Penalty: 4680.553223
	Iteration 54Q: 3 clusters Score -1666072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1666075.000000 Penalty: 4680.553223
	Iteration 55Q: 3 clusters Score -1666075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1666074.500000 Penalty: 4680.553223
	Iteration 56Q: 3 clusters Score -1666074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1666075.250000 Penalty: 4680.553223
	Iteration 57Q: 3 clusters Score -1666075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1666076.500000 Penalty: 4680.553223
	Iteration 58Q: 3 clusters Score -1666076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1666077.500000 Penalty: 4680.553223
	Iteration 59Q: 3 clusters Score -1666078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1666075.750000 Penalty: 4680.553223
	Iteration 60F: 3 clusters Score -1666076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1666080.250000 Penalty: 4680.553223
	Iteration 61Q: 3 clusters Score -1666080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1666082.125000 Penalty: 4680.553223
	Iteration 62Q: 3 clusters Score -1666082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1666085.125000 Penalty: 4680.553223
	Iteration 63Q: 3 clusters Score -1666085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1666086.875000 Penalty: 4680.553223
	Iteration 64Q: 3 clusters Score -1666087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1666090.375000 Penalty: 4680.553223
	Iteration 65Q: 3 clusters Score -1666090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1666093.500000 Penalty: 4680.553223
	Iteration 66Q: 3 clusters Score -1666094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1666095.375000 Penalty: 4680.553223
	Iteration 67Q: 3 clusters Score -1666095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1666099.250000 Penalty: 4680.553223
	Iteration 68Q: 3 clusters Score -1666099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1666098.500000 Penalty: 4680.553223
	Iteration 69Q: 3 clusters Score -1666098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1666103.625000 Penalty: 4680.553223
	Iteration 70Q: 3 clusters Score -1666104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1666101.625000 Penalty: 4680.553223
	Iteration 71Q: 3 clusters Score -1666102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1666106.500000 Penalty: 4680.553223
	Iteration 72Q: 3 clusters Score -1666106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1666105.000000 Penalty: 4680.553223
	Iteration 73Q: 3 clusters Score -1666105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1666105.000000 Penalty: 4680.553223
	Iteration 74F: 3 clusters Score -1666105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -114074.789062 Penalty: 1681.420654
	Iteration 0F: 2 clusters Score -114074.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -112236.500000 Penalty: 3362.841309
	Iteration 0F: 3 clusters Score -112236.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -112616.820312 Penalty: 3362.841309
	Iteration 1F: 3 clusters Score -112616.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -112834.734375 Penalty: 3362.841309
	Iteration 2F: 3 clusters Score -112834.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -113020.031250 Penalty: 3362.841309
	Iteration 3F: 3 clusters Score -113020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -113192.203125 Penalty: 3362.841309
	Iteration 4Q: 3 clusters Score -113192.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -113288.492188 Penalty: 3362.841309
	Iteration 5Q: 3 clusters Score -113288.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -113333.546875 Penalty: 3362.841309
	Iteration 6Q: 3 clusters Score -113333.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -113360.578125 Penalty: 3362.841309
	Iteration 7Q: 3 clusters Score -113360.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -113373.414062 Penalty: 3362.841309
	Iteration 8Q: 3 clusters Score -113373.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -113386.609375 Penalty: 3362.841309
	Iteration 9Q: 3 clusters Score -113386.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -113401.320312 Penalty: 3362.841309
	Iteration 10Q: 3 clusters Score -113401.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -113409.492188 Penalty: 3362.841309
	Iteration 11Q: 3 clusters Score -113409.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -113415.085938 Penalty: 3362.841309
	Iteration 12Q: 3 clusters Score -113415.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -113420.132812 Penalty: 3362.841309
	Iteration 13Q: 3 clusters Score -113420.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -113421.203125 Penalty: 3362.841309
	Iteration 14Q: 3 clusters Score -113421.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -113421.203125 Penalty: 3362.841309
	Iteration 15F: 3 clusters Score -113421.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Entering Unmasked Estep 
Score: -5008342.500000 Penalty: 2599.232178
	Iteration 0F: 2 clusters Score -5008342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -4984233.500000 Penalty: 5198.464355
	Iteration 0F: 3 clusters Score -4984234 nChanged 16109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -4993205.000000 Penalty: 5198.464355
	Iteration 1F: 3 clusters Score -4993205 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -4993970.000000 Penalty: 5198.464355
	Iteration 2F: 3 clusters Score -4993970 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -4994729.000000 Penalty: 5198.464355
	Iteration 3F: 3 clusters Score -4994729 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -4995554.500000 Penalty: 5198.464355
	Iteration 4F: 3 clusters Score -4995554 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -4996623.500000 Penalty: 5198.464355
	Iteration 5F: 3 clusters Score -4996624 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -4998014.000000 Penalty: 5198.464355
	Iteration 6F: 3 clusters Score -4998014 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -4999806.500000 Penalty: 5198.464355
	Iteration 7F: 3 clusters Score -4999806 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -5001889.500000 Penalty: 5198.464355
	Iteration 8F: 3 clusters Score -5001890 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -5003763.000000 Penalty: 5198.464355
	Iteration 9F: 3 clusters Score -5003763 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -5005082.000000 Penalty: 5198.464355
	Iteration 10Q: 3 clusters Score -5005082 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -5005887.500000 Penalty: 5198.464355
	Iteration 11Q: 3 clusters Score -5005888 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -5006348.000000 Penalty: 5198.464355
	Iteration 12Q: 3 clusters Score -5006348 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -5006683.000000 Penalty: 5198.464355
	Iteration 13Q: 3 clusters Score -5006683 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -5006903.000000 Penalty: 5198.464355
	Iteration 14Q: 3 clusters Score -5006903 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -5007083.000000 Penalty: 5198.464355
	Iteration 15Q: 3 clusters Score -5007083 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -5007230.500000 Penalty: 5198.464355
	Iteration 16Q: 3 clusters Score -5007230 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -5007337.000000 Penalty: 5198.464355
	Iteration 17Q: 3 clusters Score -5007337 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -5007395.000000 Penalty: 5198.464355
	Iteration 18Q: 3 clusters Score -5007395 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -5007454.500000 Penalty: 5198.464355
	Iteration 19Q: 3 clusters Score -5007454 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -5007478.000000 Penalty: 5198.464355
	Iteration 20F: 3 clusters Score -5007478 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -5007493.000000 Penalty: 5198.464355
	Iteration 21Q: 3 clusters Score -5007493 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -5007508.000000 Penalty: 5198.464355
	Iteration 22Q: 3 clusters Score -5007508 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -5007526.000000 Penalty: 5198.464355
	Iteration 23Q: 3 clusters Score -5007526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -5007545.500000 Penalty: 5198.464355
	Iteration 24Q: 3 clusters Score -5007546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -5007559.500000 Penalty: 5198.464355
	Iteration 25Q: 3 clusters Score -5007560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -5007561.500000 Penalty: 5198.464355
	Iteration 26Q: 3 clusters Score -5007562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -5007572.500000 Penalty: 5198.464355
	Iteration 27Q: 3 clusters Score -5007572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -5007580.000000 Penalty: 5198.464355
	Iteration 28Q: 3 clusters Score -5007580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -5007586.000000 Penalty: 5198.464355
	Iteration 29Q: 3 clusters Score -5007586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -5007576.500000 Penalty: 5198.464355
	Iteration 30Q: 3 clusters Score -5007576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -5007578.000000 Penalty: 5198.464355
	Iteration 31Q: 3 clusters Score -5007578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -5007577.000000 Penalty: 5198.464355
	Iteration 32Q: 3 clusters Score -5007577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -5007578.000000 Penalty: 5198.464355
	Iteration 33Q: 3 clusters Score -5007578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -5007578.000000 Penalty: 5198.464355
	Iteration 34F: 3 clusters Score -5007578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Entering Unmasked Estep 
Score: -1164024.500000 Penalty: 2265.445801
	Iteration 0F: 2 clusters Score -1164024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1156867.000000 Penalty: 4530.891602
	Iteration 0F: 3 clusters Score -1156867 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1159189.000000 Penalty: 4530.891602
	Iteration 1F: 3 clusters Score -1159189 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1159819.125000 Penalty: 4530.891602
	Iteration 2F: 3 clusters Score -1159819 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1160451.375000 Penalty: 4530.891602
	Iteration 3F: 3 clusters Score -1160451 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1160981.500000 Penalty: 4530.891602
	Iteration 4F: 3 clusters Score -1160982 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1161326.000000 Penalty: 4530.891602
	Iteration 5F: 3 clusters Score -1161326 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1161589.875000 Penalty: 4530.891602
	Iteration 6Q: 3 clusters Score -1161590 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1161818.875000 Penalty: 4530.891602
	Iteration 7Q: 3 clusters Score -1161819 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1161991.500000 Penalty: 4530.891602
	Iteration 8Q: 3 clusters Score -1161992 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1162137.375000 Penalty: 4530.891602
	Iteration 9Q: 3 clusters Score -1162137 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1162267.875000 Penalty: 4530.891602
	Iteration 10Q: 3 clusters Score -1162268 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1162366.625000 Penalty: 4530.891602
	Iteration 11Q: 3 clusters Score -1162367 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1162447.000000 Penalty: 4530.891602
	Iteration 12Q: 3 clusters Score -1162447 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1162502.750000 Penalty: 4530.891602
	Iteration 13Q: 3 clusters Score -1162503 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1162540.625000 Penalty: 4530.891602
	Iteration 14Q: 3 clusters Score -1162541 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1162571.875000 Penalty: 4530.891602
	Iteration 15Q: 3 clusters Score -1162572 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1162602.375000 Penalty: 4530.891602
	Iteration 16Q: 3 clusters Score -1162602 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1162628.375000 Penalty: 4530.891602
	Iteration 17Q: 3 clusters Score -1162628 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1162651.500000 Penalty: 4530.891602
	Iteration 18Q: 3 clusters Score -1162652 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1162672.000000 Penalty: 4530.891602
	Iteration 19Q: 3 clusters Score -1162672 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1162701.000000 Penalty: 4530.891602
	Iteration 20F: 3 clusters Score -1162701 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1162717.750000 Penalty: 4530.891602
	Iteration 21Q: 3 clusters Score -1162718 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1162734.375000 Penalty: 4530.891602
	Iteration 22Q: 3 clusters Score -1162734 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1162743.500000 Penalty: 4530.891602
	Iteration 23Q: 3 clusters Score -1162744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1162750.875000 Penalty: 4530.891602
	Iteration 24Q: 3 clusters Score -1162751 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1162761.625000 Penalty: 4530.891602
	Iteration 25Q: 3 clusters Score -1162762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1162764.375000 Penalty: 4530.891602
	Iteration 26Q: 3 clusters Score -1162764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1162768.500000 Penalty: 4530.891602
	Iteration 27Q: 3 clusters Score -1162768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1162773.000000 Penalty: 4530.891602
	Iteration 28Q: 3 clusters Score -1162773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1162775.750000 Penalty: 4530.891602
	Iteration 29Q: 3 clusters Score -1162776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1162782.000000 Penalty: 4530.891602
	Iteration 30Q: 3 clusters Score -1162782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1162787.250000 Penalty: 4530.891602
	Iteration 31Q: 3 clusters Score -1162787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1162795.750000 Penalty: 4530.891602
	Iteration 32Q: 3 clusters Score -1162796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1162800.000000 Penalty: 4530.891602
	Iteration 33Q: 3 clusters Score -1162800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1162806.875000 Penalty: 4530.891602
	Iteration 34Q: 3 clusters Score -1162807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1162812.000000 Penalty: 4530.891602
	Iteration 35Q: 3 clusters Score -1162812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1162816.500000 Penalty: 4530.891602
	Iteration 36Q: 3 clusters Score -1162816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1162818.250000 Penalty: 4530.891602
	Iteration 37Q: 3 clusters Score -1162818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1162820.875000 Penalty: 4530.891602
	Iteration 38Q: 3 clusters Score -1162821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1162822.750000 Penalty: 4530.891602
	Iteration 39Q: 3 clusters Score -1162823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1162825.000000 Penalty: 4530.891602
	Iteration 40F: 3 clusters Score -1162825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1162822.250000 Penalty: 4530.891602
	Iteration 41Q: 3 clusters Score -1162822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1162827.500000 Penalty: 4530.891602
	Iteration 42Q: 3 clusters Score -1162828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1162831.125000 Penalty: 4530.891602
	Iteration 43Q: 3 clusters Score -1162831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1162837.750000 Penalty: 4530.891602
	Iteration 44Q: 3 clusters Score -1162838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1162841.000000 Penalty: 4530.891602
	Iteration 45Q: 3 clusters Score -1162841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1162847.250000 Penalty: 4530.891602
	Iteration 46Q: 3 clusters Score -1162847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1162853.375000 Penalty: 4530.891602
	Iteration 47Q: 3 clusters Score -1162853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1162857.125000 Penalty: 4530.891602
	Iteration 48Q: 3 clusters Score -1162857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1162857.250000 Penalty: 4530.891602
	Iteration 49Q: 3 clusters Score -1162857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1162860.875000 Penalty: 4530.891602
	Iteration 50Q: 3 clusters Score -1162861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1162869.250000 Penalty: 4530.891602
	Iteration 51Q: 3 clusters Score -1162869 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1162872.375000 Penalty: 4530.891602
	Iteration 52Q: 3 clusters Score -1162872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1162881.750000 Penalty: 4530.891602
	Iteration 53Q: 3 clusters Score -1162882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1162890.125000 Penalty: 4530.891602
	Iteration 54Q: 3 clusters Score -1162890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1162895.000000 Penalty: 4530.891602
	Iteration 55Q: 3 clusters Score -1162895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1162904.125000 Penalty: 4530.891602
	Iteration 56Q: 3 clusters Score -1162904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1162911.625000 Penalty: 4530.891602
	Iteration 57Q: 3 clusters Score -1162912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1162922.250000 Penalty: 4530.891602
	Iteration 58Q: 3 clusters Score -1162922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1162933.500000 Penalty: 4530.891602
	Iteration 59Q: 3 clusters Score -1162934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1162938.500000 Penalty: 4530.891602
	Iteration 60F: 3 clusters Score -1162938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1162948.125000 Penalty: 4530.891602
	Iteration 61Q: 3 clusters Score -1162948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1162954.875000 Penalty: 4530.891602
	Iteration 62Q: 3 clusters Score -1162955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1162958.875000 Penalty: 4530.891602
	Iteration 63Q: 3 clusters Score -1162959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1162958.500000 Penalty: 4530.891602
	Iteration 64Q: 3 clusters Score -1162958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1162959.875000 Penalty: 4530.891602
	Iteration 65Q: 3 clusters Score -1162960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1162962.250000 Penalty: 4530.891602
	Iteration 66Q: 3 clusters Score -1162962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1162964.375000 Penalty: 4530.891602
	Iteration 67Q: 3 clusters Score -1162964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1162965.125000 Penalty: 4530.891602
	Iteration 68Q: 3 clusters Score -1162965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1162964.125000 Penalty: 4530.891602
	Iteration 69Q: 3 clusters Score -1162964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1162964.125000 Penalty: 4530.891602
	Iteration 70F: 3 clusters Score -1162964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Entering Unmasked Estep 
Score: -3713044.750000 Penalty: 2532.312012
	Iteration 0F: 2 clusters Score -3713045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3694384.250000 Penalty: 5064.624023
	Iteration 0F: 3 clusters Score -3694384 nChanged 12125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -3701173.750000 Penalty: 5064.624023
	Iteration 1F: 3 clusters Score -3701174 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -3701716.250000 Penalty: 5064.624023
	Iteration 2F: 3 clusters Score -3701716 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -3702228.500000 Penalty: 5064.624023
	Iteration 3Q: 3 clusters Score -3702228 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -3702817.250000 Penalty: 5064.624023
	Iteration 4Q: 3 clusters Score -3702817 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -3703457.500000 Penalty: 5064.624023
	Iteration 5Q: 3 clusters Score -3703458 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -3704172.000000 Penalty: 5064.624023
	Iteration 6F: 3 clusters Score -3704172 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -3704970.750000 Penalty: 5064.624023
	Iteration 7F: 3 clusters Score -3704971 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -3705871.250000 Penalty: 5064.624023
	Iteration 8F: 3 clusters Score -3705871 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -3706766.250000 Penalty: 5064.624023
	Iteration 9F: 3 clusters Score -3706766 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -3707735.750000 Penalty: 5064.624023
	Iteration 10Q: 3 clusters Score -3707736 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -3708624.250000 Penalty: 5064.624023
	Iteration 11Q: 3 clusters Score -3708624 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -3709283.750000 Penalty: 5064.624023
	Iteration 12Q: 3 clusters Score -3709284 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -3709702.500000 Penalty: 5064.624023
	Iteration 13Q: 3 clusters Score -3709702 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -3709995.750000 Penalty: 5064.624023
	Iteration 14Q: 3 clusters Score -3709996 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -3710216.250000 Penalty: 5064.624023
	Iteration 15Q: 3 clusters Score -3710216 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -3710351.250000 Penalty: 5064.624023
	Iteration 16Q: 3 clusters Score -3710351 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -3710479.250000 Penalty: 5064.624023
	Iteration 17Q: 3 clusters Score -3710479 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -3710584.750000 Penalty: 5064.624023
	Iteration 18Q: 3 clusters Score -3710585 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -3710705.500000 Penalty: 5064.624023
	Iteration 19Q: 3 clusters Score -3710706 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3710802.000000 Penalty: 5064.624023
	Iteration 20F: 3 clusters Score -3710802 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -3710888.250000 Penalty: 5064.624023
	Iteration 21Q: 3 clusters Score -3710888 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -3710955.500000 Penalty: 5064.624023
	Iteration 22Q: 3 clusters Score -3710956 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -3711025.750000 Penalty: 5064.624023
	Iteration 23Q: 3 clusters Score -3711026 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3711085.750000 Penalty: 5064.624023
	Iteration 24Q: 3 clusters Score -3711086 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -3711120.750000 Penalty: 5064.624023
	Iteration 25Q: 3 clusters Score -3711121 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -3711177.250000 Penalty: 5064.624023
	Iteration 26Q: 3 clusters Score -3711177 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -3711227.250000 Penalty: 5064.624023
	Iteration 27Q: 3 clusters Score -3711227 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -3711261.500000 Penalty: 5064.624023
	Iteration 28Q: 3 clusters Score -3711262 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -3711284.500000 Penalty: 5064.624023
	Iteration 29Q: 3 clusters Score -3711284 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -3711297.500000 Penalty: 5064.624023
	Iteration 30Q: 3 clusters Score -3711298 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -3711321.000000 Penalty: 5064.624023
	Iteration 31Q: 3 clusters Score -3711321 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -3711335.500000 Penalty: 5064.624023
	Iteration 32Q: 3 clusters Score -3711336 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -3711346.750000 Penalty: 5064.624023
	Iteration 33Q: 3 clusters Score -3711347 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -3711364.000000 Penalty: 5064.624023
	Iteration 34Q: 3 clusters Score -3711364 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -3711367.250000 Penalty: 5064.624023
	Iteration 35Q: 3 clusters Score -3711367 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -3711383.750000 Penalty: 5064.624023
	Iteration 36Q: 3 clusters Score -3711384 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -3711390.500000 Penalty: 5064.624023
	Iteration 37Q: 3 clusters Score -3711390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -3711384.750000 Penalty: 5064.624023
	Iteration 38Q: 3 clusters Score -3711385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -3711389.000000 Penalty: 5064.624023
	Iteration 39Q: 3 clusters Score -3711389 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -3711395.000000 Penalty: 5064.624023
	Iteration 40F: 3 clusters Score -3711395 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -3711405.500000 Penalty: 5064.624023
	Iteration 41Q: 3 clusters Score -3711406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -3711411.500000 Penalty: 5064.624023
	Iteration 42Q: 3 clusters Score -3711412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -3711416.750000 Penalty: 5064.624023
	Iteration 43Q: 3 clusters Score -3711417 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -3711420.000000 Penalty: 5064.624023
	Iteration 44Q: 3 clusters Score -3711420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -3711426.250000 Penalty: 5064.624023
	Iteration 45Q: 3 clusters Score -3711426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -3711423.250000 Penalty: 5064.624023
	Iteration 46Q: 3 clusters Score -3711423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -3711426.750000 Penalty: 5064.624023
	Iteration 47Q: 3 clusters Score -3711427 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -3711438.000000 Penalty: 5064.624023
	Iteration 48Q: 3 clusters Score -3711438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -3711453.250000 Penalty: 5064.624023
	Iteration 49Q: 3 clusters Score -3711453 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -3711442.500000 Penalty: 5064.624023
	Iteration 50Q: 3 clusters Score -3711442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -3711442.250000 Penalty: 5064.624023
	Iteration 51Q: 3 clusters Score -3711442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -3711438.750000 Penalty: 5064.624023
	Iteration 52Q: 3 clusters Score -3711439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -3711453.500000 Penalty: 5064.624023
	Iteration 53Q: 3 clusters Score -3711454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -3711457.500000 Penalty: 5064.624023
	Iteration 54Q: 3 clusters Score -3711458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -3711463.250000 Penalty: 5064.624023
	Iteration 55Q: 3 clusters Score -3711463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -3711471.500000 Penalty: 5064.624023
	Iteration 56Q: 3 clusters Score -3711472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -3711476.750000 Penalty: 5064.624023
	Iteration 57Q: 3 clusters Score -3711477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -3711474.750000 Penalty: 5064.624023
	Iteration 58Q: 3 clusters Score -3711475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -3711481.750000 Penalty: 5064.624023
	Iteration 59Q: 3 clusters Score -3711482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -3711481.000000 Penalty: 5064.624023
	Iteration 60F: 3 clusters Score -3711481 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -3711482.750000 Penalty: 5064.624023
	Iteration 61Q: 3 clusters Score -3711483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -3711487.000000 Penalty: 5064.624023
	Iteration 62Q: 3 clusters Score -3711487 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -3711494.500000 Penalty: 5064.624023
	Iteration 63Q: 3 clusters Score -3711494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -3711506.750000 Penalty: 5064.624023
	Iteration 64Q: 3 clusters Score -3711507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -3711512.000000 Penalty: 5064.624023
	Iteration 65Q: 3 clusters Score -3711512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -3711513.000000 Penalty: 5064.624023
	Iteration 66Q: 3 clusters Score -3711513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -3711517.250000 Penalty: 5064.624023
	Iteration 67Q: 3 clusters Score -3711517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -3711511.000000 Penalty: 5064.624023
	Iteration 68Q: 3 clusters Score -3711511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -3711516.750000 Penalty: 5064.624023
	Iteration 69Q: 3 clusters Score -3711517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -3711515.500000 Penalty: 5064.624023
	Iteration 70Q: 3 clusters Score -3711516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -3711518.750000 Penalty: 5064.624023
	Iteration 71Q: 3 clusters Score -3711519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -3711519.250000 Penalty: 5064.624023
	Iteration 72Q: 3 clusters Score -3711519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -3711521.000000 Penalty: 5064.624023
	Iteration 73Q: 3 clusters Score -3711521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -3711523.500000 Penalty: 5064.624023
	Iteration 74Q: 3 clusters Score -3711524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -3711524.250000 Penalty: 5064.624023
	Iteration 75Q: 3 clusters Score -3711524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -3711522.250000 Penalty: 5064.624023
	Iteration 76Q: 3 clusters Score -3711522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -3711518.750000 Penalty: 5064.624023
	Iteration 77Q: 3 clusters Score -3711519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -3711523.500000 Penalty: 5064.624023
	Iteration 78Q: 3 clusters Score -3711524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -3711521.500000 Penalty: 5064.624023
	Iteration 79Q: 3 clusters Score -3711522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -3711521.500000 Penalty: 5064.624023
	Iteration 80F: 3 clusters Score -3711522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (138312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138312 members 
Entering Unmasked Estep 
Score: -19278994.000000 Penalty: 2935.642090
	Iteration 0F: 2 clusters Score -1.927899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69097 members 
Mstep: Class 2 contains 69215 members 
Entering Unmasked Estep 
Score: -19189706.000000 Penalty: 5871.284180
	Iteration 0F: 3 clusters Score -1.918971e+07 nChanged 66059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66926 members 
Mstep: Class 2 contains 71386 members 
Entering Unmasked Estep 
Score: -19227826.000000 Penalty: 5871.284180
	Iteration 1F: 3 clusters Score -1.922783e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65543 members 
Mstep: Class 2 contains 72769 members 
Entering Unmasked Estep 
Score: -19228858.000000 Penalty: 5871.284180
	Iteration 2Q: 3 clusters Score -1.922886e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63449 members 
Mstep: Class 2 contains 74863 members 
Entering Unmasked Estep 
Score: -19230220.000000 Penalty: 5871.284180
	Iteration 3Q: 3 clusters Score -1.923022e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Mstep: Class 2 contains 78051 members 
Entering Unmasked Estep 
Score: -19232396.000000 Penalty: 5871.284180
	Iteration 4Q: 3 clusters Score -1.92324e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 82837 members 
Entering Unmasked Estep 
Score: -19235606.000000 Penalty: 5871.284180
	Iteration 5Q: 3 clusters Score -1.923561e+07 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 89699 members 
Entering Unmasked Estep 
Score: -19240526.000000 Penalty: 5871.284180
	Iteration 6F: 3 clusters Score -1.924053e+07 nChanged 10241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 98582 members 
Entering Unmasked Estep 
Score: -19248408.000000 Penalty: 5871.284180
	Iteration 7F: 3 clusters Score -1.924841e+07 nChanged 10754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 108308 members 
Entering Unmasked Estep 
Score: -19258226.000000 Penalty: 5871.284180
	Iteration 8F: 3 clusters Score -1.925823e+07 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 116559 members 
Entering Unmasked Estep 
Score: -19266518.000000 Penalty: 5871.284180
	Iteration 9F: 3 clusters Score -1.926652e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 122076 members 
Entering Unmasked Estep 
Score: -19271420.000000 Penalty: 5871.284180
	Iteration 10Q: 3 clusters Score -1.927142e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 125365 members 
Entering Unmasked Estep 
Score: -19274032.000000 Penalty: 5871.284180
	Iteration 11Q: 3 clusters Score -1.927403e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 127600 members 
Entering Unmasked Estep 
Score: -19275174.000000 Penalty: 5871.284180
	Iteration 12Q: 3 clusters Score -1.927517e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 129273 members 
Entering Unmasked Estep 
Score: -19275920.000000 Penalty: 5871.284180
	Iteration 13Q: 3 clusters Score -1.927592e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 130613 members 
Entering Unmasked Estep 
Score: -19276492.000000 Penalty: 5871.284180
	Iteration 14Q: 3 clusters Score -1.927649e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 131698 members 
Entering Unmasked Estep 
Score: -19276796.000000 Penalty: 5871.284180
	Iteration 15Q: 3 clusters Score -1.92768e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 132603 members 
Entering Unmasked Estep 
Score: -19276948.000000 Penalty: 5871.284180
	Iteration 16Q: 3 clusters Score -1.927695e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 133333 members 
Entering Unmasked Estep 
Score: -19277160.000000 Penalty: 5871.284180
	Iteration 17Q: 3 clusters Score -1.927716e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 133941 members 
Entering Unmasked Estep 
Score: -19277360.000000 Penalty: 5871.284180
	Iteration 18Q: 3 clusters Score -1.927736e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 134404 members 
Entering Unmasked Estep 
Score: -19277456.000000 Penalty: 5871.284180
	Iteration 19Q: 3 clusters Score -1.927746e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 134807 members 
Entering Unmasked Estep 
Score: -19277556.000000 Penalty: 5871.284180
	Iteration 20F: 3 clusters Score -1.927756e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 135133 members 
Entering Unmasked Estep 
Score: -19277600.000000 Penalty: 5871.284180
	Iteration 21Q: 3 clusters Score -1.92776e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 135424 members 
Entering Unmasked Estep 
Score: -19277634.000000 Penalty: 5871.284180
	Iteration 22Q: 3 clusters Score -1.927763e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 135673 members 
Entering Unmasked Estep 
Score: -19277714.000000 Penalty: 5871.284180
	Iteration 23Q: 3 clusters Score -1.927771e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 135909 members 
Entering Unmasked Estep 
Score: -19277748.000000 Penalty: 5871.284180
	Iteration 24Q: 3 clusters Score -1.927775e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 136105 members 
Entering Unmasked Estep 
Score: -19277776.000000 Penalty: 5871.284180
	Iteration 25Q: 3 clusters Score -1.927778e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 136265 members 
Entering Unmasked Estep 
Score: -19277804.000000 Penalty: 5871.284180
	Iteration 26Q: 3 clusters Score -1.92778e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 136390 members 
Entering Unmasked Estep 
Score: -19277796.000000 Penalty: 5871.284180
	Iteration 27Q: 3 clusters Score -1.92778e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 136484 members 
Entering Unmasked Estep 
Score: -19277792.000000 Penalty: 5871.284180
	Iteration 28Q: 3 clusters Score -1.927779e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 136565 members 
Entering Unmasked Estep 
Score: -19277826.000000 Penalty: 5871.284180
	Iteration 29Q: 3 clusters Score -1.927783e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 136632 members 
Entering Unmasked Estep 
Score: -19277840.000000 Penalty: 5871.284180
	Iteration 30Q: 3 clusters Score -1.927784e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 136683 members 
Entering Unmasked Estep 
Score: -19277830.000000 Penalty: 5871.284180
	Iteration 31Q: 3 clusters Score -1.927783e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 136738 members 
Entering Unmasked Estep 
Score: -19277840.000000 Penalty: 5871.284180
	Iteration 32Q: 3 clusters Score -1.927784e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 136794 members 
Entering Unmasked Estep 
Score: -19277834.000000 Penalty: 5871.284180
	Iteration 33Q: 3 clusters Score -1.927783e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 136836 members 
Entering Unmasked Estep 
Score: -19277842.000000 Penalty: 5871.284180
	Iteration 34Q: 3 clusters Score -1.927784e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 136866 members 
Entering Unmasked Estep 
Score: -19277874.000000 Penalty: 5871.284180
	Iteration 35Q: 3 clusters Score -1.927787e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 136887 members 
Entering Unmasked Estep 
Score: -19277874.000000 Penalty: 5871.284180
	Iteration 36Q: 3 clusters Score -1.927787e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 136910 members 
Entering Unmasked Estep 
Score: -19277866.000000 Penalty: 5871.284180
	Iteration 37Q: 3 clusters Score -1.927787e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 136931 members 
Entering Unmasked Estep 
Score: -19277862.000000 Penalty: 5871.284180
	Iteration 38Q: 3 clusters Score -1.927786e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 136946 members 
Entering Unmasked Estep 
Score: -19277852.000000 Penalty: 5871.284180
	Iteration 39Q: 3 clusters Score -1.927785e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 136968 members 
Entering Unmasked Estep 
Score: -19277856.000000 Penalty: 5871.284180
	Iteration 40F: 3 clusters Score -1.927786e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 136974 members 
Entering Unmasked Estep 
Score: -19277882.000000 Penalty: 5871.284180
	Iteration 41Q: 3 clusters Score -1.927788e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 136991 members 
Entering Unmasked Estep 
Score: -19277884.000000 Penalty: 5871.284180
	Iteration 42Q: 3 clusters Score -1.927788e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 137002 members 
Entering Unmasked Estep 
Score: -19277872.000000 Penalty: 5871.284180
	Iteration 43Q: 3 clusters Score -1.927787e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 137014 members 
Entering Unmasked Estep 
Score: -19277886.000000 Penalty: 5871.284180
	Iteration 44Q: 3 clusters Score -1.927789e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 137027 members 
Entering Unmasked Estep 
Score: -19277898.000000 Penalty: 5871.284180
	Iteration 45Q: 3 clusters Score -1.92779e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 137041 members 
Entering Unmasked Estep 
Score: -19277906.000000 Penalty: 5871.284180
	Iteration 46Q: 3 clusters Score -1.927791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 137049 members 
Entering Unmasked Estep 
Score: -19277908.000000 Penalty: 5871.284180
	Iteration 47Q: 3 clusters Score -1.927791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 137058 members 
Entering Unmasked Estep 
Score: -19277916.000000 Penalty: 5871.284180
	Iteration 48Q: 3 clusters Score -1.927792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 137062 members 
Entering Unmasked Estep 
Score: -19277928.000000 Penalty: 5871.284180
	Iteration 49Q: 3 clusters Score -1.927793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 137066 members 
Entering Unmasked Estep 
Score: -19277922.000000 Penalty: 5871.284180
	Iteration 50Q: 3 clusters Score -1.927792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 137071 members 
Entering Unmasked Estep 
Score: -19277926.000000 Penalty: 5871.284180
	Iteration 51Q: 3 clusters Score -1.927793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 137077 members 
Entering Unmasked Estep 
Score: -19277924.000000 Penalty: 5871.284180
	Iteration 52Q: 3 clusters Score -1.927792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 137082 members 
Entering Unmasked Estep 
Score: -19277908.000000 Penalty: 5871.284180
	Iteration 53Q: 3 clusters Score -1.927791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 137089 members 
Entering Unmasked Estep 
Score: -19277912.000000 Penalty: 5871.284180
	Iteration 54Q: 3 clusters Score -1.927791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 137095 members 
Entering Unmasked Estep 
Score: -19277900.000000 Penalty: 5871.284180
	Iteration 55Q: 3 clusters Score -1.92779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 137097 members 
Entering Unmasked Estep 
Score: -19277912.000000 Penalty: 5871.284180
	Iteration 56Q: 3 clusters Score -1.927791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 137101 members 
Entering Unmasked Estep 
Score: -19277910.000000 Penalty: 5871.284180
	Iteration 57Q: 3 clusters Score -1.927791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 137105 members 
Entering Unmasked Estep 
Score: -19277910.000000 Penalty: 5871.284180
	Iteration 58Q: 3 clusters Score -1.927791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 137106 members 
Entering Unmasked Estep 
Score: -19277908.000000 Penalty: 5871.284180
	Iteration 59Q: 3 clusters Score -1.927791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 137109 members 
Entering Unmasked Estep 
Score: -19277904.000000 Penalty: 5871.284180
	Iteration 60F: 3 clusters Score -1.92779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 137112 members 
Entering Unmasked Estep 
Score: -19277920.000000 Penalty: 5871.284180
	Iteration 61Q: 3 clusters Score -1.927792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 137115 members 
Entering Unmasked Estep 
Score: -19277908.000000 Penalty: 5871.284180
	Iteration 62Q: 3 clusters Score -1.927791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 137121 members 
Entering Unmasked Estep 
Score: -19277906.000000 Penalty: 5871.284180
	Iteration 63Q: 3 clusters Score -1.927791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 137127 members 
Entering Unmasked Estep 
Score: -19277922.000000 Penalty: 5871.284180
	Iteration 64Q: 3 clusters Score -1.927792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 137129 members 
Entering Unmasked Estep 
Score: -19277902.000000 Penalty: 5871.284180
	Iteration 65Q: 3 clusters Score -1.92779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 137133 members 
Entering Unmasked Estep 
Score: -19277898.000000 Penalty: 5871.284180
	Iteration 66Q: 3 clusters Score -1.92779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 137136 members 
Entering Unmasked Estep 
Score: -19277902.000000 Penalty: 5871.284180
	Iteration 67Q: 3 clusters Score -1.92779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 137142 members 
Entering Unmasked Estep 
Score: -19277902.000000 Penalty: 5871.284180
	Iteration 68Q: 3 clusters Score -1.92779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 137142 members 
Entering Unmasked Estep 
Score: -19277894.000000 Penalty: 5871.284180
	Iteration 69Q: 3 clusters Score -1.927789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 137144 members 
Entering Unmasked Estep 
Score: -19277894.000000 Penalty: 5871.284180
	Iteration 70Q: 3 clusters Score -1.927789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 137144 members 
Entering Unmasked Estep 
Score: -19277896.000000 Penalty: 5871.284180
	Iteration 71Q: 3 clusters Score -1.92779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 137144 members 
Entering Unmasked Estep 
Score: -19277896.000000 Penalty: 5871.284180
	Iteration 72F: 3 clusters Score -1.92779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Entering Unmasked Estep 
Score: -314431.218750 Penalty: 1928.996460
	Iteration 0F: 2 clusters Score -314431.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -311515.062500 Penalty: 3857.992920
	Iteration 0F: 3 clusters Score -311515.1 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -312076.156250 Penalty: 3857.992920
	Iteration 1F: 3 clusters Score -312076.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -312227.093750 Penalty: 3857.992920
	Iteration 2F: 3 clusters Score -312227.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -312326.187500 Penalty: 3857.992920
	Iteration 3F: 3 clusters Score -312326.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -312400.437500 Penalty: 3857.992920
	Iteration 4Q: 3 clusters Score -312400.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -312452.531250 Penalty: 3857.992920
	Iteration 5Q: 3 clusters Score -312452.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -312496.562500 Penalty: 3857.992920
	Iteration 6Q: 3 clusters Score -312496.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -312536.718750 Penalty: 3857.992920
	Iteration 7Q: 3 clusters Score -312536.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -312559.031250 Penalty: 3857.992920
	Iteration 8Q: 3 clusters Score -312559 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -312582.281250 Penalty: 3857.992920
	Iteration 9Q: 3 clusters Score -312582.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -312604.437500 Penalty: 3857.992920
	Iteration 10Q: 3 clusters Score -312604.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -312633.312500 Penalty: 3857.992920
	Iteration 11Q: 3 clusters Score -312633.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -312666.593750 Penalty: 3857.992920
	Iteration 12Q: 3 clusters Score -312666.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -312690.031250 Penalty: 3857.992920
	Iteration 13Q: 3 clusters Score -312690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -312701.750000 Penalty: 3857.992920
	Iteration 14Q: 3 clusters Score -312701.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -312718.093750 Penalty: 3857.992920
	Iteration 15Q: 3 clusters Score -312718.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -312729.781250 Penalty: 3857.992920
	Iteration 16Q: 3 clusters Score -312729.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -312736.312500 Penalty: 3857.992920
	Iteration 17Q: 3 clusters Score -312736.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -312742.968750 Penalty: 3857.992920
	Iteration 18Q: 3 clusters Score -312743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -312747.656250 Penalty: 3857.992920
	Iteration 19Q: 3 clusters Score -312747.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -312749.375000 Penalty: 3857.992920
	Iteration 20F: 3 clusters Score -312749.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -312751.843750 Penalty: 3857.992920
	Iteration 21Q: 3 clusters Score -312751.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -312753.718750 Penalty: 3857.992920
	Iteration 22Q: 3 clusters Score -312753.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -312755.375000 Penalty: 3857.992920
	Iteration 23Q: 3 clusters Score -312755.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -312759.125000 Penalty: 3857.992920
	Iteration 24Q: 3 clusters Score -312759.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -312760.718750 Penalty: 3857.992920
	Iteration 25Q: 3 clusters Score -312760.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -312765.031250 Penalty: 3857.992920
	Iteration 26Q: 3 clusters Score -312765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -312767.531250 Penalty: 3857.992920
	Iteration 27Q: 3 clusters Score -312767.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -312769.156250 Penalty: 3857.992920
	Iteration 28Q: 3 clusters Score -312769.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -312769.843750 Penalty: 3857.992920
	Iteration 29Q: 3 clusters Score -312769.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -312770.281250 Penalty: 3857.992920
	Iteration 30Q: 3 clusters Score -312770.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -312770.281250 Penalty: 3857.992920
	Iteration 31F: 3 clusters Score -312770.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Entering Unmasked Estep 
Score: -5956664.000000 Penalty: 2647.011475
	Iteration 0F: 2 clusters Score -5956664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -5927502.500000 Penalty: 5294.022949
	Iteration 0F: 3 clusters Score -5927502 nChanged 19736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -5938171.500000 Penalty: 5294.022949
	Iteration 1F: 3 clusters Score -5938172 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -5938648.000000 Penalty: 5294.022949
	Iteration 2Q: 3 clusters Score -5938648 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -5939155.500000 Penalty: 5294.022949
	Iteration 3Q: 3 clusters Score -5939156 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -5939644.500000 Penalty: 5294.022949
	Iteration 4Q: 3 clusters Score -5939644 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -5940178.500000 Penalty: 5294.022949
	Iteration 5Q: 3 clusters Score -5940178 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -5940908.500000 Penalty: 5294.022949
	Iteration 6Q: 3 clusters Score -5940908 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -5941618.500000 Penalty: 5294.022949
	Iteration 7Q: 3 clusters Score -5941618 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -5942464.000000 Penalty: 5294.022949
	Iteration 8Q: 3 clusters Score -5942464 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -5943439.000000 Penalty: 5294.022949
	Iteration 9Q: 3 clusters Score -5943439 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -5944390.500000 Penalty: 5294.022949
	Iteration 10Q: 3 clusters Score -5944390 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -5945377.500000 Penalty: 5294.022949
	Iteration 11Q: 3 clusters Score -5945378 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -5946328.500000 Penalty: 5294.022949
	Iteration 12Q: 3 clusters Score -5946328 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -5947335.000000 Penalty: 5294.022949
	Iteration 13Q: 3 clusters Score -5947335 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -5948374.000000 Penalty: 5294.022949
	Iteration 14Q: 3 clusters Score -5948374 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -5949425.000000 Penalty: 5294.022949
	Iteration 15Q: 3 clusters Score -5949425 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -5950498.500000 Penalty: 5294.022949
	Iteration 16Q: 3 clusters Score -5950498 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -5951523.000000 Penalty: 5294.022949
	Iteration 17Q: 3 clusters Score -5951523 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -5952376.500000 Penalty: 5294.022949
	Iteration 18Q: 3 clusters Score -5952376 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -5953047.500000 Penalty: 5294.022949
	Iteration 19Q: 3 clusters Score -5953048 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -5953537.500000 Penalty: 5294.022949
	Iteration 20F: 3 clusters Score -5953538 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -5953846.500000 Penalty: 5294.022949
	Iteration 21Q: 3 clusters Score -5953846 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -5954037.000000 Penalty: 5294.022949
	Iteration 22Q: 3 clusters Score -5954037 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -5954156.000000 Penalty: 5294.022949
	Iteration 23Q: 3 clusters Score -5954156 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -5954233.000000 Penalty: 5294.022949
	Iteration 24Q: 3 clusters Score -5954233 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -5954289.500000 Penalty: 5294.022949
	Iteration 25Q: 3 clusters Score -5954290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -5954332.000000 Penalty: 5294.022949
	Iteration 26Q: 3 clusters Score -5954332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -5954352.500000 Penalty: 5294.022949
	Iteration 27Q: 3 clusters Score -5954352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -5954359.000000 Penalty: 5294.022949
	Iteration 28Q: 3 clusters Score -5954359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -5954375.000000 Penalty: 5294.022949
	Iteration 29Q: 3 clusters Score -5954375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -5954379.000000 Penalty: 5294.022949
	Iteration 30Q: 3 clusters Score -5954379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -5954383.500000 Penalty: 5294.022949
	Iteration 31Q: 3 clusters Score -5954384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -5954395.000000 Penalty: 5294.022949
	Iteration 32Q: 3 clusters Score -5954395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -5954409.500000 Penalty: 5294.022949
	Iteration 33Q: 3 clusters Score -5954410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -5954415.000000 Penalty: 5294.022949
	Iteration 34Q: 3 clusters Score -5954415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -5954410.500000 Penalty: 5294.022949
	Iteration 35Q: 3 clusters Score -5954410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -5954413.000000 Penalty: 5294.022949
	Iteration 36Q: 3 clusters Score -5954413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -5954412.500000 Penalty: 5294.022949
	Iteration 37Q: 3 clusters Score -5954412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -5954414.000000 Penalty: 5294.022949
	Iteration 38Q: 3 clusters Score -5954414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -5954417.500000 Penalty: 5294.022949
	Iteration 39Q: 3 clusters Score -5954418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -5954421.500000 Penalty: 5294.022949
	Iteration 40F: 3 clusters Score -5954422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (72940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72940 members 
Entering Unmasked Estep 
Score: -10136307.000000 Penalty: 2776.953369
	Iteration 0F: 2 clusters Score -1.013631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -10087545.000000 Penalty: 5553.906738
	Iteration 0F: 3 clusters Score -1.008754e+07 nChanged 34211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -10106613.000000 Penalty: 5553.906738
	Iteration 1F: 3 clusters Score -1.010661e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -10107456.000000 Penalty: 5553.906738
	Iteration 2Q: 3 clusters Score -1.010746e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -10108420.000000 Penalty: 5553.906738
	Iteration 3Q: 3 clusters Score -1.010842e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -10109782.000000 Penalty: 5553.906738
	Iteration 4Q: 3 clusters Score -1.010978e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
Score: -10111891.000000 Penalty: 5553.906738
	Iteration 5F: 3 clusters Score -1.011189e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 51170 members 
Entering Unmasked Estep 
Score: -10115112.000000 Penalty: 5553.906738
	Iteration 6F: 3 clusters Score -1.011511e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 56439 members 
Entering Unmasked Estep 
Score: -10119647.000000 Penalty: 5553.906738
	Iteration 7F: 3 clusters Score -1.011965e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 61546 members 
Entering Unmasked Estep 
Score: -10124389.000000 Penalty: 5553.906738
	Iteration 8F: 3 clusters Score -1.012439e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 65429 members 
Entering Unmasked Estep 
Score: -10128128.000000 Penalty: 5553.906738
	Iteration 9F: 3 clusters Score -1.012813e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 67863 members 
Entering Unmasked Estep 
Score: -10130386.000000 Penalty: 5553.906738
	Iteration 10Q: 3 clusters Score -1.013039e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 69285 members 
Entering Unmasked Estep 
Score: -10131693.000000 Penalty: 5553.906738
	Iteration 11Q: 3 clusters Score -1.013169e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 70138 members 
Entering Unmasked Estep 
Score: -10132479.000000 Penalty: 5553.906738
	Iteration 12Q: 3 clusters Score -1.013248e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 70631 members 
Entering Unmasked Estep 
Score: -10133013.000000 Penalty: 5553.906738
	Iteration 13Q: 3 clusters Score -1.013301e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 70949 members 
Entering Unmasked Estep 
Score: -10133298.000000 Penalty: 5553.906738
	Iteration 14Q: 3 clusters Score -1.01333e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 71151 members 
Entering Unmasked Estep 
Score: -10133505.000000 Penalty: 5553.906738
	Iteration 15Q: 3 clusters Score -1.01335e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 71280 members 
Entering Unmasked Estep 
Score: -10133603.000000 Penalty: 5553.906738
	Iteration 16Q: 3 clusters Score -1.01336e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 71380 members 
Entering Unmasked Estep 
Score: -10133653.000000 Penalty: 5553.906738
	Iteration 17Q: 3 clusters Score -1.013365e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 71455 members 
Entering Unmasked Estep 
Score: -10133717.000000 Penalty: 5553.906738
	Iteration 18Q: 3 clusters Score -1.013372e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 71517 members 
Entering Unmasked Estep 
Score: -10133738.000000 Penalty: 5553.906738
	Iteration 19Q: 3 clusters Score -1.013374e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 71574 members 
Entering Unmasked Estep 
Score: -10133745.000000 Penalty: 5553.906738
	Iteration 20F: 3 clusters Score -1.013374e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 71603 members 
Entering Unmasked Estep 
Score: -10133758.000000 Penalty: 5553.906738
	Iteration 21Q: 3 clusters Score -1.013376e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 71639 members 
Entering Unmasked Estep 
Score: -10133801.000000 Penalty: 5553.906738
	Iteration 22Q: 3 clusters Score -1.01338e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 71676 members 
Entering Unmasked Estep 
Score: -10133826.000000 Penalty: 5553.906738
	Iteration 23Q: 3 clusters Score -1.013383e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 71703 members 
Entering Unmasked Estep 
Score: -10133824.000000 Penalty: 5553.906738
	Iteration 24Q: 3 clusters Score -1.013382e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 71727 members 
Entering Unmasked Estep 
Score: -10133828.000000 Penalty: 5553.906738
	Iteration 25Q: 3 clusters Score -1.013383e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 71743 members 
Entering Unmasked Estep 
Score: -10133835.000000 Penalty: 5553.906738
	Iteration 26Q: 3 clusters Score -1.013384e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 71764 members 
Entering Unmasked Estep 
Score: -10133848.000000 Penalty: 5553.906738
	Iteration 27Q: 3 clusters Score -1.013385e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 71789 members 
Entering Unmasked Estep 
Score: -10133860.000000 Penalty: 5553.906738
	Iteration 28Q: 3 clusters Score -1.013386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 71811 members 
Entering Unmasked Estep 
Score: -10133865.000000 Penalty: 5553.906738
	Iteration 29Q: 3 clusters Score -1.013386e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 71824 members 
Entering Unmasked Estep 
Score: -10133870.000000 Penalty: 5553.906738
	Iteration 30Q: 3 clusters Score -1.013387e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 71838 members 
Entering Unmasked Estep 
Score: -10133874.000000 Penalty: 5553.906738
	Iteration 31Q: 3 clusters Score -1.013387e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 71852 members 
Entering Unmasked Estep 
Score: -10133885.000000 Penalty: 5553.906738
	Iteration 32Q: 3 clusters Score -1.013388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 71861 members 
Entering Unmasked Estep 
Score: -10133889.000000 Penalty: 5553.906738
	Iteration 33Q: 3 clusters Score -1.013389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 71865 members 
Entering Unmasked Estep 
Score: -10133895.000000 Penalty: 5553.906738
	Iteration 34Q: 3 clusters Score -1.01339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 71867 members 
Entering Unmasked Estep 
Score: -10133888.000000 Penalty: 5553.906738
	Iteration 35Q: 3 clusters Score -1.013389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 71877 members 
Entering Unmasked Estep 
Score: -10133893.000000 Penalty: 5553.906738
	Iteration 36Q: 3 clusters Score -1.013389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 71884 members 
Entering Unmasked Estep 
Score: -10133891.000000 Penalty: 5553.906738
	Iteration 37Q: 3 clusters Score -1.013389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 71893 members 
Entering Unmasked Estep 
Score: -10133895.000000 Penalty: 5553.906738
	Iteration 38Q: 3 clusters Score -1.01339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 71900 members 
Entering Unmasked Estep 
Score: -10133903.000000 Penalty: 5553.906738
	Iteration 39Q: 3 clusters Score -1.01339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 71906 members 
Entering Unmasked Estep 
Score: -10133899.000000 Penalty: 5553.906738
	Iteration 40F: 3 clusters Score -1.01339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 71909 members 
Entering Unmasked Estep 
Score: -10133904.000000 Penalty: 5553.906738
	Iteration 41Q: 3 clusters Score -1.01339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 71916 members 
Entering Unmasked Estep 
Score: -10133903.000000 Penalty: 5553.906738
	Iteration 42Q: 3 clusters Score -1.01339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 71921 members 
Entering Unmasked Estep 
Score: -10133907.000000 Penalty: 5553.906738
	Iteration 43Q: 3 clusters Score -1.013391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 71925 members 
Entering Unmasked Estep 
Score: -10133905.000000 Penalty: 5553.906738
	Iteration 44Q: 3 clusters Score -1.01339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 71929 members 
Entering Unmasked Estep 
Score: -10133911.000000 Penalty: 5553.906738
	Iteration 45Q: 3 clusters Score -1.013391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 71930 members 
Entering Unmasked Estep 
Score: -10133910.000000 Penalty: 5553.906738
	Iteration 46Q: 3 clusters Score -1.013391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 71930 members 
Entering Unmasked Estep 
Score: -10133910.000000 Penalty: 5553.906738
	Iteration 47F: 3 clusters Score -1.013391e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Entering Unmasked Estep 
Score: -759482.750000 Penalty: 2142.530029
	Iteration 0F: 2 clusters Score -759482.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -754587.250000 Penalty: 4285.060059
	Iteration 0F: 3 clusters Score -754587.2 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -755907.875000 Penalty: 4285.060059
	Iteration 1F: 3 clusters Score -755907.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -756194.562500 Penalty: 4285.060059
	Iteration 2F: 3 clusters Score -756194.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -756417.875000 Penalty: 4285.060059
	Iteration 3F: 3 clusters Score -756417.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -756626.875000 Penalty: 4285.060059
	Iteration 4Q: 3 clusters Score -756626.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -756850.625000 Penalty: 4285.060059
	Iteration 5Q: 3 clusters Score -756850.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -757074.687500 Penalty: 4285.060059
	Iteration 6Q: 3 clusters Score -757074.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -757236.250000 Penalty: 4285.060059
	Iteration 7Q: 3 clusters Score -757236.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -757366.750000 Penalty: 4285.060059
	Iteration 8Q: 3 clusters Score -757366.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -757486.625000 Penalty: 4285.060059
	Iteration 9Q: 3 clusters Score -757486.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -757586.625000 Penalty: 4285.060059
	Iteration 10Q: 3 clusters Score -757586.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -757679.750000 Penalty: 4285.060059
	Iteration 11Q: 3 clusters Score -757679.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -757796.812500 Penalty: 4285.060059
	Iteration 12Q: 3 clusters Score -757796.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -757924.250000 Penalty: 4285.060059
	Iteration 13Q: 3 clusters Score -757924.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -758052.812500 Penalty: 4285.060059
	Iteration 14Q: 3 clusters Score -758052.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -758138.187500 Penalty: 4285.060059
	Iteration 15Q: 3 clusters Score -758138.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -758197.937500 Penalty: 4285.060059
	Iteration 16Q: 3 clusters Score -758197.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -758225.500000 Penalty: 4285.060059
	Iteration 17Q: 3 clusters Score -758225.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -758241.375000 Penalty: 4285.060059
	Iteration 18Q: 3 clusters Score -758241.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -758251.062500 Penalty: 4285.060059
	Iteration 19Q: 3 clusters Score -758251.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -758258.937500 Penalty: 4285.060059
	Iteration 20F: 3 clusters Score -758258.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -758264.500000 Penalty: 4285.060059
	Iteration 21Q: 3 clusters Score -758264.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -758269.812500 Penalty: 4285.060059
	Iteration 22Q: 3 clusters Score -758269.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -758273.687500 Penalty: 4285.060059
	Iteration 23Q: 3 clusters Score -758273.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -758276.062500 Penalty: 4285.060059
	Iteration 24Q: 3 clusters Score -758276.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -758281.687500 Penalty: 4285.060059
	Iteration 25Q: 3 clusters Score -758281.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -758286.125000 Penalty: 4285.060059
	Iteration 26Q: 3 clusters Score -758286.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -758291.625000 Penalty: 4285.060059
	Iteration 27Q: 3 clusters Score -758291.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -758293.812500 Penalty: 4285.060059
	Iteration 28Q: 3 clusters Score -758293.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -758299.062500 Penalty: 4285.060059
	Iteration 29Q: 3 clusters Score -758299.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -758305.250000 Penalty: 4285.060059
	Iteration 30Q: 3 clusters Score -758305.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -758309.437500 Penalty: 4285.060059
	Iteration 31Q: 3 clusters Score -758309.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -758317.062500 Penalty: 4285.060059
	Iteration 32Q: 3 clusters Score -758317.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -758325.937500 Penalty: 4285.060059
	Iteration 33Q: 3 clusters Score -758325.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -758336.437500 Penalty: 4285.060059
	Iteration 34Q: 3 clusters Score -758336.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -758347.375000 Penalty: 4285.060059
	Iteration 35Q: 3 clusters Score -758347.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -758355.562500 Penalty: 4285.060059
	Iteration 36Q: 3 clusters Score -758355.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -758372.437500 Penalty: 4285.060059
	Iteration 37Q: 3 clusters Score -758372.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -758397.875000 Penalty: 4285.060059
	Iteration 38Q: 3 clusters Score -758397.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -758430.937500 Penalty: 4285.060059
	Iteration 39Q: 3 clusters Score -758430.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -758478.437500 Penalty: 4285.060059
	Iteration 40F: 3 clusters Score -758478.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -758538.125000 Penalty: 4285.060059
	Iteration 41Q: 3 clusters Score -758538.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -758637.250000 Penalty: 4285.060059
	Iteration 42Q: 3 clusters Score -758637.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -758706.312500 Penalty: 4285.060059
	Iteration 43Q: 3 clusters Score -758706.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -758759.500000 Penalty: 4285.060059
	Iteration 44Q: 3 clusters Score -758759.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -758790.500000 Penalty: 4285.060059
	Iteration 45Q: 3 clusters Score -758790.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -758806.375000 Penalty: 4285.060059
	Iteration 46Q: 3 clusters Score -758806.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -758815.312500 Penalty: 4285.060059
	Iteration 47Q: 3 clusters Score -758815.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -758822.187500 Penalty: 4285.060059
	Iteration 48Q: 3 clusters Score -758822.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -758832.250000 Penalty: 4285.060059
	Iteration 49Q: 3 clusters Score -758832.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -758837.687500 Penalty: 4285.060059
	Iteration 50Q: 3 clusters Score -758837.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -758841.187500 Penalty: 4285.060059
	Iteration 51Q: 3 clusters Score -758841.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -758844.562500 Penalty: 4285.060059
	Iteration 52Q: 3 clusters Score -758844.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -758848.187500 Penalty: 4285.060059
	Iteration 53Q: 3 clusters Score -758848.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -758848.250000 Penalty: 4285.060059
	Iteration 54Q: 3 clusters Score -758848.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -758850.937500 Penalty: 4285.060059
	Iteration 55Q: 3 clusters Score -758850.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -758854.187500 Penalty: 4285.060059
	Iteration 56Q: 3 clusters Score -758854.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -758855.500000 Penalty: 4285.060059
	Iteration 57Q: 3 clusters Score -758855.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -758858.125000 Penalty: 4285.060059
	Iteration 58Q: 3 clusters Score -758858.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -758859.375000 Penalty: 4285.060059
	Iteration 59Q: 3 clusters Score -758859.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -758860.812500 Penalty: 4285.060059
	Iteration 60F: 3 clusters Score -758860.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -758860.750000 Penalty: 4285.060059
	Iteration 61Q: 3 clusters Score -758860.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -758859.687500 Penalty: 4285.060059
	Iteration 62Q: 3 clusters Score -758859.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -758860.937500 Penalty: 4285.060059
	Iteration 63Q: 3 clusters Score -758860.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -758860.437500 Penalty: 4285.060059
	Iteration 64Q: 3 clusters Score -758860.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -758862.125000 Penalty: 4285.060059
	Iteration 65Q: 3 clusters Score -758862.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -758862.125000 Penalty: 4285.060059
	Iteration 66F: 3 clusters Score -758862.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -533738.812500 Penalty: 2053.427979
	Iteration 0F: 2 clusters Score -533738.8 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 1960 members 
Entering Unmasked Estep 
Score: -529818.437500 Penalty: 4106.855957
	Iteration 0F: 3 clusters Score -529818.4 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -530696.125000 Penalty: 4106.855957
	Iteration 1F: 3 clusters Score -530696.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -530889.625000 Penalty: 4106.855957
	Iteration 2F: 3 clusters Score -530889.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -531022.062500 Penalty: 4106.855957
	Iteration 3F: 3 clusters Score -531022.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -531114.562500 Penalty: 4106.855957
	Iteration 4Q: 3 clusters Score -531114.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -531182.250000 Penalty: 4106.855957
	Iteration 5Q: 3 clusters Score -531182.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -531242.062500 Penalty: 4106.855957
	Iteration 6Q: 3 clusters Score -531242.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -531303.750000 Penalty: 4106.855957
	Iteration 7Q: 3 clusters Score -531303.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -531361.375000 Penalty: 4106.855957
	Iteration 8Q: 3 clusters Score -531361.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -531424.375000 Penalty: 4106.855957
	Iteration 9Q: 3 clusters Score -531424.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -531504.687500 Penalty: 4106.855957
	Iteration 10Q: 3 clusters Score -531504.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -531580.625000 Penalty: 4106.855957
	Iteration 11Q: 3 clusters Score -531580.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -531661.562500 Penalty: 4106.855957
	Iteration 12Q: 3 clusters Score -531661.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -531738.125000 Penalty: 4106.855957
	Iteration 13Q: 3 clusters Score -531738.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -531819.062500 Penalty: 4106.855957
	Iteration 14Q: 3 clusters Score -531819.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -531879.687500 Penalty: 4106.855957
	Iteration 15Q: 3 clusters Score -531879.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -531930.312500 Penalty: 4106.855957
	Iteration 16Q: 3 clusters Score -531930.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -531969.625000 Penalty: 4106.855957
	Iteration 17Q: 3 clusters Score -531969.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -532016.250000 Penalty: 4106.855957
	Iteration 18Q: 3 clusters Score -532016.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -532048.250000 Penalty: 4106.855957
	Iteration 19Q: 3 clusters Score -532048.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -532066.750000 Penalty: 4106.855957
	Iteration 20F: 3 clusters Score -532066.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -532084.000000 Penalty: 4106.855957
	Iteration 21Q: 3 clusters Score -532084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -532095.375000 Penalty: 4106.855957
	Iteration 22Q: 3 clusters Score -532095.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -532106.187500 Penalty: 4106.855957
	Iteration 23Q: 3 clusters Score -532106.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -532115.062500 Penalty: 4106.855957
	Iteration 24Q: 3 clusters Score -532115.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -532128.625000 Penalty: 4106.855957
	Iteration 25Q: 3 clusters Score -532128.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -532133.937500 Penalty: 4106.855957
	Iteration 26Q: 3 clusters Score -532133.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -532139.500000 Penalty: 4106.855957
	Iteration 27Q: 3 clusters Score -532139.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -532145.250000 Penalty: 4106.855957
	Iteration 28Q: 3 clusters Score -532145.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -532147.687500 Penalty: 4106.855957
	Iteration 29Q: 3 clusters Score -532147.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -532149.437500 Penalty: 4106.855957
	Iteration 30Q: 3 clusters Score -532149.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -532151.125000 Penalty: 4106.855957
	Iteration 31Q: 3 clusters Score -532151.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -532156.312500 Penalty: 4106.855957
	Iteration 32Q: 3 clusters Score -532156.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -532160.187500 Penalty: 4106.855957
	Iteration 33Q: 3 clusters Score -532160.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -532162.375000 Penalty: 4106.855957
	Iteration 34Q: 3 clusters Score -532162.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -532165.312500 Penalty: 4106.855957
	Iteration 35Q: 3 clusters Score -532165.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -532167.312500 Penalty: 4106.855957
	Iteration 36Q: 3 clusters Score -532167.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -532170.062500 Penalty: 4106.855957
	Iteration 37Q: 3 clusters Score -532170.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -532170.000000 Penalty: 4106.855957
	Iteration 38Q: 3 clusters Score -532170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -532170.375000 Penalty: 4106.855957
	Iteration 39Q: 3 clusters Score -532170.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -532170.375000 Penalty: 4106.855957
	Iteration 40F: 3 clusters Score -532170.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Entering Unmasked Estep 
Score: -1042321.750000 Penalty: 2217.016113
	Iteration 0F: 2 clusters Score -1042322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1036122.750000 Penalty: 4434.032227
	Iteration 0F: 3 clusters Score -1036123 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1037798.250000 Penalty: 4434.032227
	Iteration 1F: 3 clusters Score -1037798 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1038109.750000 Penalty: 4434.032227
	Iteration 2F: 3 clusters Score -1038110 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1038342.375000 Penalty: 4434.032227
	Iteration 3F: 3 clusters Score -1038342 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1038526.250000 Penalty: 4434.032227
	Iteration 4Q: 3 clusters Score -1038526 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1038697.062500 Penalty: 4434.032227
	Iteration 5Q: 3 clusters Score -1038697 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1038845.312500 Penalty: 4434.032227
	Iteration 6Q: 3 clusters Score -1038845 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1038982.250000 Penalty: 4434.032227
	Iteration 7Q: 3 clusters Score -1038982 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1039122.687500 Penalty: 4434.032227
	Iteration 8Q: 3 clusters Score -1039123 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1039267.312500 Penalty: 4434.032227
	Iteration 9Q: 3 clusters Score -1039267 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1039420.250000 Penalty: 4434.032227
	Iteration 10Q: 3 clusters Score -1039420 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1039638.437500 Penalty: 4434.032227
	Iteration 11Q: 3 clusters Score -1039638 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1039916.750000 Penalty: 4434.032227
	Iteration 12Q: 3 clusters Score -1039917 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1040257.375000 Penalty: 4434.032227
	Iteration 13Q: 3 clusters Score -1040257 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1040592.375000 Penalty: 4434.032227
	Iteration 14Q: 3 clusters Score -1040592 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1040885.062500 Penalty: 4434.032227
	Iteration 15Q: 3 clusters Score -1040885 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1041126.437500 Penalty: 4434.032227
	Iteration 16Q: 3 clusters Score -1041126 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1041293.875000 Penalty: 4434.032227
	Iteration 17Q: 3 clusters Score -1041294 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1041413.437500 Penalty: 4434.032227
	Iteration 18Q: 3 clusters Score -1041413 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1041493.687500 Penalty: 4434.032227
	Iteration 19Q: 3 clusters Score -1041494 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1041534.750000 Penalty: 4434.032227
	Iteration 20F: 3 clusters Score -1041535 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1041549.312500 Penalty: 4434.032227
	Iteration 21Q: 3 clusters Score -1041549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1041562.125000 Penalty: 4434.032227
	Iteration 22Q: 3 clusters Score -1041562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1041570.562500 Penalty: 4434.032227
	Iteration 23Q: 3 clusters Score -1041571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1041573.000000 Penalty: 4434.032227
	Iteration 24Q: 3 clusters Score -1041573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1041577.312500 Penalty: 4434.032227
	Iteration 25Q: 3 clusters Score -1041577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1041581.125000 Penalty: 4434.032227
	Iteration 26Q: 3 clusters Score -1041581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1041587.812500 Penalty: 4434.032227
	Iteration 27Q: 3 clusters Score -1041588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1041591.937500 Penalty: 4434.032227
	Iteration 28Q: 3 clusters Score -1041592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1041592.687500 Penalty: 4434.032227
	Iteration 29Q: 3 clusters Score -1041593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1041595.500000 Penalty: 4434.032227
	Iteration 30Q: 3 clusters Score -1041596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1041597.750000 Penalty: 4434.032227
	Iteration 31Q: 3 clusters Score -1041598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1041599.125000 Penalty: 4434.032227
	Iteration 32Q: 3 clusters Score -1041599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1041598.562500 Penalty: 4434.032227
	Iteration 33Q: 3 clusters Score -1041599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1041601.500000 Penalty: 4434.032227
	Iteration 34Q: 3 clusters Score -1041602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1041607.375000 Penalty: 4434.032227
	Iteration 35Q: 3 clusters Score -1041607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1041611.375000 Penalty: 4434.032227
	Iteration 36Q: 3 clusters Score -1041611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1041614.250000 Penalty: 4434.032227
	Iteration 37Q: 3 clusters Score -1041614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1041618.000000 Penalty: 4434.032227
	Iteration 38Q: 3 clusters Score -1041618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1041618.437500 Penalty: 4434.032227
	Iteration 39Q: 3 clusters Score -1041618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1041621.187500 Penalty: 4434.032227
	Iteration 40F: 3 clusters Score -1041621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1041619.062500 Penalty: 4434.032227
	Iteration 41Q: 3 clusters Score -1041619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1041621.312500 Penalty: 4434.032227
	Iteration 42Q: 3 clusters Score -1041621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1041619.937500 Penalty: 4434.032227
	Iteration 43Q: 3 clusters Score -1041620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1041622.562500 Penalty: 4434.032227
	Iteration 44Q: 3 clusters Score -1041623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1041622.562500 Penalty: 4434.032227
	Iteration 45F: 3 clusters Score -1041623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Entering Unmasked Estep 
Score: -161891.500000 Penalty: 1766.270874
	Iteration 0F: 2 clusters Score -161891.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -159824.296875 Penalty: 3532.541748
	Iteration 0F: 3 clusters Score -159824.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -160297.515625 Penalty: 3532.541748
	Iteration 1F: 3 clusters Score -160297.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -160528.000000 Penalty: 3532.541748
	Iteration 2F: 3 clusters Score -160528 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -160695.750000 Penalty: 3532.541748
	Iteration 3F: 3 clusters Score -160695.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -160906.015625 Penalty: 3532.541748
	Iteration 4F: 3 clusters Score -160906 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -161061.812500 Penalty: 3532.541748
	Iteration 5F: 3 clusters Score -161061.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -161147.687500 Penalty: 3532.541748
	Iteration 6Q: 3 clusters Score -161147.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -161199.734375 Penalty: 3532.541748
	Iteration 7Q: 3 clusters Score -161199.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -161229.859375 Penalty: 3532.541748
	Iteration 8Q: 3 clusters Score -161229.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -161248.234375 Penalty: 3532.541748
	Iteration 9Q: 3 clusters Score -161248.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -161264.000000 Penalty: 3532.541748
	Iteration 10Q: 3 clusters Score -161264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -161276.250000 Penalty: 3532.541748
	Iteration 11Q: 3 clusters Score -161276.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -161281.140625 Penalty: 3532.541748
	Iteration 12Q: 3 clusters Score -161281.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -161281.671875 Penalty: 3532.541748
	Iteration 13Q: 3 clusters Score -161281.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -161281.671875 Penalty: 3532.541748
	Iteration 14F: 3 clusters Score -161281.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Entering Unmasked Estep 
Score: -387899.875000 Penalty: 1976.057373
	Iteration 0F: 2 clusters Score -387899.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -384693.718750 Penalty: 3952.114746
	Iteration 0F: 3 clusters Score -384693.7 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -385303.593750 Penalty: 3952.114746
	Iteration 1F: 3 clusters Score -385303.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -385444.062500 Penalty: 3952.114746
	Iteration 2F: 3 clusters Score -385444.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -385519.843750 Penalty: 3952.114746
	Iteration 3Q: 3 clusters Score -385519.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -385559.156250 Penalty: 3952.114746
	Iteration 4Q: 3 clusters Score -385559.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -385593.031250 Penalty: 3952.114746
	Iteration 5Q: 3 clusters Score -385593 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -385618.718750 Penalty: 3952.114746
	Iteration 6Q: 3 clusters Score -385618.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -385637.843750 Penalty: 3952.114746
	Iteration 7Q: 3 clusters Score -385637.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -385658.968750 Penalty: 3952.114746
	Iteration 8Q: 3 clusters Score -385659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -385672.406250 Penalty: 3952.114746
	Iteration 9Q: 3 clusters Score -385672.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -385686.562500 Penalty: 3952.114746
	Iteration 10Q: 3 clusters Score -385686.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -385699.750000 Penalty: 3952.114746
	Iteration 11Q: 3 clusters Score -385699.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -385708.781250 Penalty: 3952.114746
	Iteration 12Q: 3 clusters Score -385708.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -385719.093750 Penalty: 3952.114746
	Iteration 13Q: 3 clusters Score -385719.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -385728.593750 Penalty: 3952.114746
	Iteration 14Q: 3 clusters Score -385728.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -385735.156250 Penalty: 3952.114746
	Iteration 15Q: 3 clusters Score -385735.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -385744.593750 Penalty: 3952.114746
	Iteration 16Q: 3 clusters Score -385744.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -385752.875000 Penalty: 3952.114746
	Iteration 17Q: 3 clusters Score -385752.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -385756.750000 Penalty: 3952.114746
	Iteration 18Q: 3 clusters Score -385756.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -385759.968750 Penalty: 3952.114746
	Iteration 19Q: 3 clusters Score -385760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -385761.562500 Penalty: 3952.114746
	Iteration 20F: 3 clusters Score -385761.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -385761.593750 Penalty: 3952.114746
	Iteration 21Q: 3 clusters Score -385761.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -385761.812500 Penalty: 3952.114746
	Iteration 22Q: 3 clusters Score -385761.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -385764.125000 Penalty: 3952.114746
	Iteration 23Q: 3 clusters Score -385764.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -385766.843750 Penalty: 3952.114746
	Iteration 24Q: 3 clusters Score -385766.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -385769.562500 Penalty: 3952.114746
	Iteration 25Q: 3 clusters Score -385769.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -385771.875000 Penalty: 3952.114746
	Iteration 26Q: 3 clusters Score -385771.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -385774.125000 Penalty: 3952.114746
	Iteration 27Q: 3 clusters Score -385774.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -385778.000000 Penalty: 3952.114746
	Iteration 28Q: 3 clusters Score -385778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -385780.125000 Penalty: 3952.114746
	Iteration 29Q: 3 clusters Score -385780.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -385783.625000 Penalty: 3952.114746
	Iteration 30Q: 3 clusters Score -385783.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -385785.875000 Penalty: 3952.114746
	Iteration 31Q: 3 clusters Score -385785.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -385788.031250 Penalty: 3952.114746
	Iteration 32Q: 3 clusters Score -385788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -385789.750000 Penalty: 3952.114746
	Iteration 33Q: 3 clusters Score -385789.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -385791.437500 Penalty: 3952.114746
	Iteration 34Q: 3 clusters Score -385791.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -385791.750000 Penalty: 3952.114746
	Iteration 35Q: 3 clusters Score -385791.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -385792.062500 Penalty: 3952.114746
	Iteration 36Q: 3 clusters Score -385792.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -385792.062500 Penalty: 3952.114746
	Iteration 37F: 3 clusters Score -385792.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -71904.531250 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -71904.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70342.031250 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -70342.03 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70632.851562 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -70632.85 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -70762.273438 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -70762.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -70810.695312 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -70810.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -70844.710938 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -70844.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -70872.179688 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -70872.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70907.609375 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -70907.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70963.640625 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -70963.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -71055.281250 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -71055.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -71143.281250 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -71143.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -71419.765625 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -71419.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -71711.000000 Penalty: 3152.629395
	Iteration 11F: 3 clusters Score -71711 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -72061.632812 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -72061.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72165.554688 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -72165.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72195.976562 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -72195.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72241.945312 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -72241.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -72303.375000 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -72303.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -72310.507812 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -72310.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -72327.632812 Penalty: 3152.629395
	Iteration 18Q: 3 clusters Score -72327.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -72369.976562 Penalty: 3152.629395
	Iteration 19Q: 3 clusters Score -72369.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -72374.421875 Penalty: 3152.629395
	Iteration 20F: 3 clusters Score -72374.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -72402.421875 Penalty: 3152.629395
	Iteration 21Q: 3 clusters Score -72402.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -72402.421875 Penalty: 3152.629395
	Iteration 22F: 3 clusters Score -72402.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 129992 members 
Mstep: Class 3 contains 45335 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 186956 members 
Mstep: Class 6 contains 127803 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27951 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55542 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12539 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35624 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138312 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43193 members 
Mstep: Class 22 contains 72940 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Mstep: Class 34 contains 338 members 
Entering Unmasked Estep 
Score: -142934320.000000 Penalty: 116931.921875
Splitting cluster 28 changes total score from -142935680.000000 to -142934320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -26698.179688 Penalty: 1326.082642
	Iteration 0F: 2 clusters Score -26698.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25543.205078 Penalty: 2652.165283
	Iteration 0F: 3 clusters Score -25543.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25600.652344 Penalty: 2652.165283
	Iteration 1F: 3 clusters Score -25600.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25612.007812 Penalty: 2652.165283
	Iteration 2Q: 3 clusters Score -25612.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25623.525391 Penalty: 2652.165283
	Iteration 3Q: 3 clusters Score -25623.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25623.525391 Penalty: 2652.165283
	Iteration 4F: 3 clusters Score -25623.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Entering Unmasked Estep 
Score: -2084011.750000 Penalty: 2389.663086
	Iteration 0F: 2 clusters Score -2084012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2072943.375000 Penalty: 4779.326172
	Iteration 0F: 3 clusters Score -2072943 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2076376.625000 Penalty: 4779.326172
	Iteration 1F: 3 clusters Score -2076377 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2076758.375000 Penalty: 4779.326172
	Iteration 2F: 3 clusters Score -2076758 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2077092.000000 Penalty: 4779.326172
	Iteration 3F: 3 clusters Score -2077092 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2077437.625000 Penalty: 4779.326172
	Iteration 4Q: 3 clusters Score -2077438 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2077763.625000 Penalty: 4779.326172
	Iteration 5Q: 3 clusters Score -2077764 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2078100.500000 Penalty: 4779.326172
	Iteration 6Q: 3 clusters Score -2078100 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2078407.875000 Penalty: 4779.326172
	Iteration 7Q: 3 clusters Score -2078408 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2078741.000000 Penalty: 4779.326172
	Iteration 8Q: 3 clusters Score -2078741 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2079107.125000 Penalty: 4779.326172
	Iteration 9Q: 3 clusters Score -2079107 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2079431.000000 Penalty: 4779.326172
	Iteration 10Q: 3 clusters Score -2079431 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2079738.125000 Penalty: 4779.326172
	Iteration 11Q: 3 clusters Score -2079738 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2080031.375000 Penalty: 4779.326172
	Iteration 12Q: 3 clusters Score -2080031 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2080317.000000 Penalty: 4779.326172
	Iteration 13Q: 3 clusters Score -2080317 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2080558.750000 Penalty: 4779.326172
	Iteration 14Q: 3 clusters Score -2080559 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2080762.625000 Penalty: 4779.326172
	Iteration 15Q: 3 clusters Score -2080763 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2080920.000000 Penalty: 4779.326172
	Iteration 16Q: 3 clusters Score -2080920 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2081041.000000 Penalty: 4779.326172
	Iteration 17Q: 3 clusters Score -2081041 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2081143.875000 Penalty: 4779.326172
	Iteration 18Q: 3 clusters Score -2081144 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2081217.250000 Penalty: 4779.326172
	Iteration 19Q: 3 clusters Score -2081217 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2081291.250000 Penalty: 4779.326172
	Iteration 20F: 3 clusters Score -2081291 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2081357.625000 Penalty: 4779.326172
	Iteration 21Q: 3 clusters Score -2081358 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2081405.000000 Penalty: 4779.326172
	Iteration 22Q: 3 clusters Score -2081405 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2081449.500000 Penalty: 4779.326172
	Iteration 23Q: 3 clusters Score -2081450 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2081474.375000 Penalty: 4779.326172
	Iteration 24Q: 3 clusters Score -2081474 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2081489.125000 Penalty: 4779.326172
	Iteration 25Q: 3 clusters Score -2081489 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2081513.000000 Penalty: 4779.326172
	Iteration 26Q: 3 clusters Score -2081513 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2081514.250000 Penalty: 4779.326172
	Iteration 27Q: 3 clusters Score -2081514 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2081530.250000 Penalty: 4779.326172
	Iteration 28Q: 3 clusters Score -2081530 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2081536.625000 Penalty: 4779.326172
	Iteration 29Q: 3 clusters Score -2081537 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2081549.625000 Penalty: 4779.326172
	Iteration 30Q: 3 clusters Score -2081550 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2081561.625000 Penalty: 4779.326172
	Iteration 31Q: 3 clusters Score -2081562 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2081572.125000 Penalty: 4779.326172
	Iteration 32Q: 3 clusters Score -2081572 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2081586.375000 Penalty: 4779.326172
	Iteration 33Q: 3 clusters Score -2081586 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2081597.875000 Penalty: 4779.326172
	Iteration 34Q: 3 clusters Score -2081598 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2081606.875000 Penalty: 4779.326172
	Iteration 35Q: 3 clusters Score -2081607 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2081622.625000 Penalty: 4779.326172
	Iteration 36Q: 3 clusters Score -2081623 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2081637.500000 Penalty: 4779.326172
	Iteration 37Q: 3 clusters Score -2081638 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2081652.750000 Penalty: 4779.326172
	Iteration 38Q: 3 clusters Score -2081653 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2081671.125000 Penalty: 4779.326172
	Iteration 39Q: 3 clusters Score -2081671 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2081694.125000 Penalty: 4779.326172
	Iteration 40F: 3 clusters Score -2081694 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2081714.875000 Penalty: 4779.326172
	Iteration 41Q: 3 clusters Score -2081715 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2081729.750000 Penalty: 4779.326172
	Iteration 42Q: 3 clusters Score -2081730 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2081743.500000 Penalty: 4779.326172
	Iteration 43Q: 3 clusters Score -2081744 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2081766.625000 Penalty: 4779.326172
	Iteration 44Q: 3 clusters Score -2081767 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2081792.875000 Penalty: 4779.326172
	Iteration 45Q: 3 clusters Score -2081793 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2081809.500000 Penalty: 4779.326172
	Iteration 46Q: 3 clusters Score -2081810 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2081830.000000 Penalty: 4779.326172
	Iteration 47Q: 3 clusters Score -2081830 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2081847.375000 Penalty: 4779.326172
	Iteration 48Q: 3 clusters Score -2081847 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2081848.625000 Penalty: 4779.326172
	Iteration 49Q: 3 clusters Score -2081849 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2081864.375000 Penalty: 4779.326172
	Iteration 50Q: 3 clusters Score -2081864 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2081876.500000 Penalty: 4779.326172
	Iteration 51Q: 3 clusters Score -2081876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2081888.000000 Penalty: 4779.326172
	Iteration 52Q: 3 clusters Score -2081888 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2081899.750000 Penalty: 4779.326172
	Iteration 53Q: 3 clusters Score -2081900 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2081901.375000 Penalty: 4779.326172
	Iteration 54Q: 3 clusters Score -2081901 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2081913.625000 Penalty: 4779.326172
	Iteration 55Q: 3 clusters Score -2081914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2081925.000000 Penalty: 4779.326172
	Iteration 56Q: 3 clusters Score -2081925 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2081931.000000 Penalty: 4779.326172
	Iteration 57Q: 3 clusters Score -2081931 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2081941.875000 Penalty: 4779.326172
	Iteration 58Q: 3 clusters Score -2081942 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2081950.500000 Penalty: 4779.326172
	Iteration 59Q: 3 clusters Score -2081950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2081952.000000 Penalty: 4779.326172
	Iteration 60F: 3 clusters Score -2081952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2081961.250000 Penalty: 4779.326172
	Iteration 61Q: 3 clusters Score -2081961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2081963.750000 Penalty: 4779.326172
	Iteration 62Q: 3 clusters Score -2081964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2081968.750000 Penalty: 4779.326172
	Iteration 63Q: 3 clusters Score -2081969 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2081974.000000 Penalty: 4779.326172
	Iteration 64Q: 3 clusters Score -2081974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2081975.875000 Penalty: 4779.326172
	Iteration 65Q: 3 clusters Score -2081976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2081986.750000 Penalty: 4779.326172
	Iteration 66Q: 3 clusters Score -2081987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2081984.625000 Penalty: 4779.326172
	Iteration 67Q: 3 clusters Score -2081985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2081996.250000 Penalty: 4779.326172
	Iteration 68Q: 3 clusters Score -2081996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2081997.500000 Penalty: 4779.326172
	Iteration 69Q: 3 clusters Score -2081998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2082000.625000 Penalty: 4779.326172
	Iteration 70Q: 3 clusters Score -2082001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2082003.750000 Penalty: 4779.326172
	Iteration 71Q: 3 clusters Score -2082004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2082002.875000 Penalty: 4779.326172
	Iteration 72Q: 3 clusters Score -2082003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2082006.250000 Penalty: 4779.326172
	Iteration 73Q: 3 clusters Score -2082006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2082013.500000 Penalty: 4779.326172
	Iteration 74Q: 3 clusters Score -2082014 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2082021.375000 Penalty: 4779.326172
	Iteration 75Q: 3 clusters Score -2082021 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2082027.500000 Penalty: 4779.326172
	Iteration 76Q: 3 clusters Score -2082028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2082036.375000 Penalty: 4779.326172
	Iteration 77Q: 3 clusters Score -2082036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2082039.000000 Penalty: 4779.326172
	Iteration 78Q: 3 clusters Score -2082039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2082043.500000 Penalty: 4779.326172
	Iteration 79Q: 3 clusters Score -2082044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2082041.125000 Penalty: 4779.326172
	Iteration 80F: 3 clusters Score -2082041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2082052.875000 Penalty: 4779.326172
	Iteration 81Q: 3 clusters Score -2082053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2082061.875000 Penalty: 4779.326172
	Iteration 82Q: 3 clusters Score -2082062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2082067.500000 Penalty: 4779.326172
	Iteration 83Q: 3 clusters Score -2082068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2082070.125000 Penalty: 4779.326172
	Iteration 84Q: 3 clusters Score -2082070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2082067.375000 Penalty: 4779.326172
	Iteration 85Q: 3 clusters Score -2082067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2082070.750000 Penalty: 4779.326172
	Iteration 86Q: 3 clusters Score -2082071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2082070.625000 Penalty: 4779.326172
	Iteration 87Q: 3 clusters Score -2082071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2082073.375000 Penalty: 4779.326172
	Iteration 88Q: 3 clusters Score -2082073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2082073.125000 Penalty: 4779.326172
	Iteration 89Q: 3 clusters Score -2082073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2082076.750000 Penalty: 4779.326172
	Iteration 90Q: 3 clusters Score -2082077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2082077.625000 Penalty: 4779.326172
	Iteration 91Q: 3 clusters Score -2082078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2082077.250000 Penalty: 4779.326172
	Iteration 92Q: 3 clusters Score -2082077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2082077.125000 Penalty: 4779.326172
	Iteration 93Q: 3 clusters Score -2082077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2082075.125000 Penalty: 4779.326172
	Iteration 94Q: 3 clusters Score -2082075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2082076.500000 Penalty: 4779.326172
	Iteration 95Q: 3 clusters Score -2082076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2082074.125000 Penalty: 4779.326172
	Iteration 96Q: 3 clusters Score -2082074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2082079.250000 Penalty: 4779.326172
	Iteration 97Q: 3 clusters Score -2082079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2082083.250000 Penalty: 4779.326172
	Iteration 98Q: 3 clusters Score -2082083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2082084.250000 Penalty: 4779.326172
	Iteration 99Q: 3 clusters Score -2082084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2082082.000000 Penalty: 4779.326172
	Iteration 100F: 3 clusters Score -2082082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2082077.375000 Penalty: 4779.326172
	Iteration 101Q: 3 clusters Score -2082077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2082077.625000 Penalty: 4779.326172
	Iteration 102Q: 3 clusters Score -2082078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2082081.250000 Penalty: 4779.326172
	Iteration 103Q: 3 clusters Score -2082081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2082078.750000 Penalty: 4779.326172
	Iteration 104Q: 3 clusters Score -2082079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2082079.375000 Penalty: 4779.326172
	Iteration 105Q: 3 clusters Score -2082079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2082083.750000 Penalty: 4779.326172
	Iteration 106Q: 3 clusters Score -2082084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2082084.125000 Penalty: 4779.326172
	Iteration 107Q: 3 clusters Score -2082084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2082086.875000 Penalty: 4779.326172
	Iteration 108Q: 3 clusters Score -2082087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2082082.875000 Penalty: 4779.326172
	Iteration 109Q: 3 clusters Score -2082083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2082087.750000 Penalty: 4779.326172
	Iteration 110Q: 3 clusters Score -2082088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2082086.250000 Penalty: 4779.326172
	Iteration 111Q: 3 clusters Score -2082086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2082087.625000 Penalty: 4779.326172
	Iteration 112Q: 3 clusters Score -2082088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2082087.625000 Penalty: 4779.326172
	Iteration 113F: 3 clusters Score -2082088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (42098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Entering Unmasked Estep 
Score: -5694400.500000 Penalty: 2640.643311
	Iteration 0F: 2 clusters Score -5694400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -5665897.000000 Penalty: 5281.286621
	Iteration 0F: 3 clusters Score -5665897 nChanged 19369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -5676275.000000 Penalty: 5281.286621
	Iteration 1F: 3 clusters Score -5676275 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -5676777.500000 Penalty: 5281.286621
	Iteration 2Q: 3 clusters Score -5676778 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -5677219.000000 Penalty: 5281.286621
	Iteration 3Q: 3 clusters Score -5677219 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -5677618.500000 Penalty: 5281.286621
	Iteration 4Q: 3 clusters Score -5677618 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -5678097.000000 Penalty: 5281.286621
	Iteration 5Q: 3 clusters Score -5678097 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -5678652.000000 Penalty: 5281.286621
	Iteration 6Q: 3 clusters Score -5678652 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -5679419.000000 Penalty: 5281.286621
	Iteration 7Q: 3 clusters Score -5679419 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -5680375.000000 Penalty: 5281.286621
	Iteration 8Q: 3 clusters Score -5680375 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -5681681.000000 Penalty: 5281.286621
	Iteration 9F: 3 clusters Score -5681681 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -5683091.000000 Penalty: 5281.286621
	Iteration 10F: 3 clusters Score -5683091 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -5684443.500000 Penalty: 5281.286621
	Iteration 11F: 3 clusters Score -5684444 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -5685456.500000 Penalty: 5281.286621
	Iteration 12Q: 3 clusters Score -5685456 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -5686070.000000 Penalty: 5281.286621
	Iteration 13Q: 3 clusters Score -5686070 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -5686372.000000 Penalty: 5281.286621
	Iteration 14Q: 3 clusters Score -5686372 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -5686601.000000 Penalty: 5281.286621
	Iteration 15Q: 3 clusters Score -5686601 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -5686754.000000 Penalty: 5281.286621
	Iteration 16Q: 3 clusters Score -5686754 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -5686870.500000 Penalty: 5281.286621
	Iteration 17Q: 3 clusters Score -5686870 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -5687008.500000 Penalty: 5281.286621
	Iteration 18Q: 3 clusters Score -5687008 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -5687146.500000 Penalty: 5281.286621
	Iteration 19Q: 3 clusters Score -5687146 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -5687342.000000 Penalty: 5281.286621
	Iteration 20F: 3 clusters Score -5687342 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -5687597.500000 Penalty: 5281.286621
	Iteration 21Q: 3 clusters Score -5687598 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -5687956.000000 Penalty: 5281.286621
	Iteration 22Q: 3 clusters Score -5687956 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -5688408.500000 Penalty: 5281.286621
	Iteration 23Q: 3 clusters Score -5688408 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -5688984.000000 Penalty: 5281.286621
	Iteration 24Q: 3 clusters Score -5688984 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -5689684.000000 Penalty: 5281.286621
	Iteration 25Q: 3 clusters Score -5689684 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5690508.000000 Penalty: 5281.286621
	Iteration 26Q: 3 clusters Score -5690508 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5691209.500000 Penalty: 5281.286621
	Iteration 27Q: 3 clusters Score -5691210 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5691566.500000 Penalty: 5281.286621
	Iteration 28Q: 3 clusters Score -5691566 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5691748.500000 Penalty: 5281.286621
	Iteration 29Q: 3 clusters Score -5691748 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5691877.500000 Penalty: 5281.286621
	Iteration 30Q: 3 clusters Score -5691878 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5691955.000000 Penalty: 5281.286621
	Iteration 31Q: 3 clusters Score -5691955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5692000.000000 Penalty: 5281.286621
	Iteration 32Q: 3 clusters Score -5692000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5692028.000000 Penalty: 5281.286621
	Iteration 33Q: 3 clusters Score -5692028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5692051.500000 Penalty: 5281.286621
	Iteration 34Q: 3 clusters Score -5692052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5692063.500000 Penalty: 5281.286621
	Iteration 35Q: 3 clusters Score -5692064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5692064.500000 Penalty: 5281.286621
	Iteration 36Q: 3 clusters Score -5692064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5692076.500000 Penalty: 5281.286621
	Iteration 37Q: 3 clusters Score -5692076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5692082.000000 Penalty: 5281.286621
	Iteration 38Q: 3 clusters Score -5692082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5692083.500000 Penalty: 5281.286621
	Iteration 39Q: 3 clusters Score -5692084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5692087.000000 Penalty: 5281.286621
	Iteration 40F: 3 clusters Score -5692087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Entering Unmasked Estep 
Score: -775319.500000 Penalty: 2141.826660
	Iteration 0F: 2 clusters Score -775319.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -770405.375000 Penalty: 4283.653320
	Iteration 0F: 3 clusters Score -770405.4 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -771580.687500 Penalty: 4283.653320
	Iteration 1F: 3 clusters Score -771580.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -771790.125000 Penalty: 4283.653320
	Iteration 2F: 3 clusters Score -771790.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -771932.687500 Penalty: 4283.653320
	Iteration 3F: 3 clusters Score -771932.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -772042.312500 Penalty: 4283.653320
	Iteration 4Q: 3 clusters Score -772042.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -772120.375000 Penalty: 4283.653320
	Iteration 5Q: 3 clusters Score -772120.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -772176.312500 Penalty: 4283.653320
	Iteration 6Q: 3 clusters Score -772176.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -772222.625000 Penalty: 4283.653320
	Iteration 7Q: 3 clusters Score -772222.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -772261.687500 Penalty: 4283.653320
	Iteration 8Q: 3 clusters Score -772261.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -772292.312500 Penalty: 4283.653320
	Iteration 9Q: 3 clusters Score -772292.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -772320.250000 Penalty: 4283.653320
	Iteration 10Q: 3 clusters Score -772320.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -772350.937500 Penalty: 4283.653320
	Iteration 11Q: 3 clusters Score -772350.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -772382.562500 Penalty: 4283.653320
	Iteration 12Q: 3 clusters Score -772382.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -772414.500000 Penalty: 4283.653320
	Iteration 13Q: 3 clusters Score -772414.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -772443.375000 Penalty: 4283.653320
	Iteration 14Q: 3 clusters Score -772443.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -772476.125000 Penalty: 4283.653320
	Iteration 15Q: 3 clusters Score -772476.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -772508.187500 Penalty: 4283.653320
	Iteration 16Q: 3 clusters Score -772508.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -772556.687500 Penalty: 4283.653320
	Iteration 17Q: 3 clusters Score -772556.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -772600.875000 Penalty: 4283.653320
	Iteration 18Q: 3 clusters Score -772600.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -772644.937500 Penalty: 4283.653320
	Iteration 19Q: 3 clusters Score -772644.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -772691.000000 Penalty: 4283.653320
	Iteration 20F: 3 clusters Score -772691 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -772747.000000 Penalty: 4283.653320
	Iteration 21Q: 3 clusters Score -772747 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -772800.000000 Penalty: 4283.653320
	Iteration 22Q: 3 clusters Score -772800 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -772844.125000 Penalty: 4283.653320
	Iteration 23Q: 3 clusters Score -772844.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -772882.812500 Penalty: 4283.653320
	Iteration 24Q: 3 clusters Score -772882.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -772925.687500 Penalty: 4283.653320
	Iteration 25Q: 3 clusters Score -772925.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -772971.750000 Penalty: 4283.653320
	Iteration 26Q: 3 clusters Score -772971.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -773012.312500 Penalty: 4283.653320
	Iteration 27Q: 3 clusters Score -773012.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -773055.875000 Penalty: 4283.653320
	Iteration 28Q: 3 clusters Score -773055.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -773087.375000 Penalty: 4283.653320
	Iteration 29Q: 3 clusters Score -773087.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -773115.250000 Penalty: 4283.653320
	Iteration 30Q: 3 clusters Score -773115.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -773135.312500 Penalty: 4283.653320
	Iteration 31Q: 3 clusters Score -773135.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -773162.437500 Penalty: 4283.653320
	Iteration 32Q: 3 clusters Score -773162.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -773181.062500 Penalty: 4283.653320
	Iteration 33Q: 3 clusters Score -773181.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -773201.812500 Penalty: 4283.653320
	Iteration 34Q: 3 clusters Score -773201.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -773217.187500 Penalty: 4283.653320
	Iteration 35Q: 3 clusters Score -773217.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -773232.687500 Penalty: 4283.653320
	Iteration 36Q: 3 clusters Score -773232.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -773245.062500 Penalty: 4283.653320
	Iteration 37Q: 3 clusters Score -773245.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -773258.312500 Penalty: 4283.653320
	Iteration 38Q: 3 clusters Score -773258.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -773265.250000 Penalty: 4283.653320
	Iteration 39Q: 3 clusters Score -773265.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -773270.875000 Penalty: 4283.653320
	Iteration 40F: 3 clusters Score -773270.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -773278.000000 Penalty: 4283.653320
	Iteration 41Q: 3 clusters Score -773278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -773282.562500 Penalty: 4283.653320
	Iteration 42Q: 3 clusters Score -773282.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -773283.687500 Penalty: 4283.653320
	Iteration 43Q: 3 clusters Score -773283.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -773283.687500 Penalty: 4283.653320
	Iteration 44F: 3 clusters Score -773283.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Entering Unmasked Estep 
Score: -843957.562500 Penalty: 2170.012207
	Iteration 0F: 2 clusters Score -843957.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -838605.500000 Penalty: 4340.024414
	Iteration 0F: 3 clusters Score -838605.5 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -839941.000000 Penalty: 4340.024414
	Iteration 1F: 3 clusters Score -839941 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -840169.812500 Penalty: 4340.024414
	Iteration 2F: 3 clusters Score -840169.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -840305.500000 Penalty: 4340.024414
	Iteration 3Q: 3 clusters Score -840305.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -840415.937500 Penalty: 4340.024414
	Iteration 4Q: 3 clusters Score -840415.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -840497.562500 Penalty: 4340.024414
	Iteration 5Q: 3 clusters Score -840497.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -840596.875000 Penalty: 4340.024414
	Iteration 6Q: 3 clusters Score -840596.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -840680.125000 Penalty: 4340.024414
	Iteration 7Q: 3 clusters Score -840680.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -840779.625000 Penalty: 4340.024414
	Iteration 8Q: 3 clusters Score -840779.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -840894.500000 Penalty: 4340.024414
	Iteration 9Q: 3 clusters Score -840894.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -841013.750000 Penalty: 4340.024414
	Iteration 10Q: 3 clusters Score -841013.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -841123.500000 Penalty: 4340.024414
	Iteration 11Q: 3 clusters Score -841123.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -841215.312500 Penalty: 4340.024414
	Iteration 12Q: 3 clusters Score -841215.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -841297.062500 Penalty: 4340.024414
	Iteration 13Q: 3 clusters Score -841297.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -841372.625000 Penalty: 4340.024414
	Iteration 14Q: 3 clusters Score -841372.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -841439.812500 Penalty: 4340.024414
	Iteration 15Q: 3 clusters Score -841439.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -841517.000000 Penalty: 4340.024414
	Iteration 16Q: 3 clusters Score -841517 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -841578.812500 Penalty: 4340.024414
	Iteration 17Q: 3 clusters Score -841578.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -841635.937500 Penalty: 4340.024414
	Iteration 18Q: 3 clusters Score -841635.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -841694.250000 Penalty: 4340.024414
	Iteration 19Q: 3 clusters Score -841694.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -841768.937500 Penalty: 4340.024414
	Iteration 20F: 3 clusters Score -841768.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -841829.687500 Penalty: 4340.024414
	Iteration 21Q: 3 clusters Score -841829.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -841890.375000 Penalty: 4340.024414
	Iteration 22Q: 3 clusters Score -841890.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -841952.687500 Penalty: 4340.024414
	Iteration 23Q: 3 clusters Score -841952.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -842021.937500 Penalty: 4340.024414
	Iteration 24Q: 3 clusters Score -842021.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -842095.125000 Penalty: 4340.024414
	Iteration 25Q: 3 clusters Score -842095.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -842161.625000 Penalty: 4340.024414
	Iteration 26Q: 3 clusters Score -842161.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -842249.750000 Penalty: 4340.024414
	Iteration 27Q: 3 clusters Score -842249.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -842324.750000 Penalty: 4340.024414
	Iteration 28Q: 3 clusters Score -842324.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -842373.937500 Penalty: 4340.024414
	Iteration 29Q: 3 clusters Score -842373.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -842418.625000 Penalty: 4340.024414
	Iteration 30Q: 3 clusters Score -842418.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -842451.375000 Penalty: 4340.024414
	Iteration 31Q: 3 clusters Score -842451.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -842470.625000 Penalty: 4340.024414
	Iteration 32Q: 3 clusters Score -842470.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -842485.937500 Penalty: 4340.024414
	Iteration 33Q: 3 clusters Score -842485.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -842503.625000 Penalty: 4340.024414
	Iteration 34Q: 3 clusters Score -842503.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -842515.375000 Penalty: 4340.024414
	Iteration 35Q: 3 clusters Score -842515.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -842534.125000 Penalty: 4340.024414
	Iteration 36Q: 3 clusters Score -842534.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -842548.187500 Penalty: 4340.024414
	Iteration 37Q: 3 clusters Score -842548.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -842574.062500 Penalty: 4340.024414
	Iteration 38Q: 3 clusters Score -842574.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -842602.875000 Penalty: 4340.024414
	Iteration 39Q: 3 clusters Score -842602.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -842630.875000 Penalty: 4340.024414
	Iteration 40F: 3 clusters Score -842630.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -842666.250000 Penalty: 4340.024414
	Iteration 41Q: 3 clusters Score -842666.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -842709.812500 Penalty: 4340.024414
	Iteration 42Q: 3 clusters Score -842709.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -842750.000000 Penalty: 4340.024414
	Iteration 43Q: 3 clusters Score -842750 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -842803.312500 Penalty: 4340.024414
	Iteration 44Q: 3 clusters Score -842803.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -842857.562500 Penalty: 4340.024414
	Iteration 45Q: 3 clusters Score -842857.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -842888.500000 Penalty: 4340.024414
	Iteration 46Q: 3 clusters Score -842888.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -842920.375000 Penalty: 4340.024414
	Iteration 47Q: 3 clusters Score -842920.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -842945.562500 Penalty: 4340.024414
	Iteration 48Q: 3 clusters Score -842945.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -842972.687500 Penalty: 4340.024414
	Iteration 49Q: 3 clusters Score -842972.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -842985.312500 Penalty: 4340.024414
	Iteration 50Q: 3 clusters Score -842985.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -843006.312500 Penalty: 4340.024414
	Iteration 51Q: 3 clusters Score -843006.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -843023.375000 Penalty: 4340.024414
	Iteration 52Q: 3 clusters Score -843023.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -843037.000000 Penalty: 4340.024414
	Iteration 53Q: 3 clusters Score -843037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -843049.875000 Penalty: 4340.024414
	Iteration 54Q: 3 clusters Score -843049.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -843060.187500 Penalty: 4340.024414
	Iteration 55Q: 3 clusters Score -843060.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -843066.562500 Penalty: 4340.024414
	Iteration 56Q: 3 clusters Score -843066.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -843073.125000 Penalty: 4340.024414
	Iteration 57Q: 3 clusters Score -843073.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -843078.812500 Penalty: 4340.024414
	Iteration 58Q: 3 clusters Score -843078.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -843083.812500 Penalty: 4340.024414
	Iteration 59Q: 3 clusters Score -843083.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -843085.000000 Penalty: 4340.024414
	Iteration 60F: 3 clusters Score -843085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -843087.250000 Penalty: 4340.024414
	Iteration 61Q: 3 clusters Score -843087.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -843088.562500 Penalty: 4340.024414
	Iteration 62Q: 3 clusters Score -843088.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -843088.187500 Penalty: 4340.024414
	Iteration 63Q: 3 clusters Score -843088.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -843088.187500 Penalty: 4340.024414
	Iteration 64F: 3 clusters Score -843088.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 129992 members 
Mstep: Class 3 contains 45335 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 186956 members 
Mstep: Class 6 contains 127803 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27951 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55542 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12539 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35624 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138312 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43193 members 
Mstep: Class 22 contains 72940 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935632.000000 Penalty: 113492.750000
Iteration 239Q: 34 clusters Score -1.429356e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 129994 members 
Mstep: Class 3 contains 45335 members 
Mstep: Class 4 contains 8912 members 
Mstep: Class 5 contains 186955 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27950 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55542 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12539 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35624 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138311 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43193 members 
Mstep: Class 22 contains 72943 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935664.000000 Penalty: 113492.750000
Iteration 240F: 34 clusters Score -1.429357e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 129994 members 
Mstep: Class 3 contains 45335 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 186954 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27949 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55543 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12540 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35624 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138310 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43192 members 
Mstep: Class 22 contains 72946 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935712.000000 Penalty: 113492.750000
Iteration 241Q: 34 clusters Score -1.429357e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 129994 members 
Mstep: Class 3 contains 45335 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 186953 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27949 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55544 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12540 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35624 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138310 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43192 members 
Mstep: Class 22 contains 72946 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935712.000000 Penalty: 113492.750000
Iteration 242Q: 34 clusters Score -1.429357e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 129998 members 
Mstep: Class 3 contains 45335 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 186951 members 
Mstep: Class 6 contains 127802 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27949 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55544 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12540 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35624 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138306 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43192 members 
Mstep: Class 22 contains 72948 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935664.000000 Penalty: 113492.750000
Iteration 243Q: 34 clusters Score -1.429357e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 130001 members 
Mstep: Class 3 contains 45335 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 186949 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27949 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55544 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12540 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35624 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138304 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43192 members 
Mstep: Class 22 contains 72950 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935680.000000 Penalty: 113492.750000
Iteration 244Q: 34 clusters Score -1.429357e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 130001 members 
Mstep: Class 3 contains 45335 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 186950 members 
Mstep: Class 6 contains 127799 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27949 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55543 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12540 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35624 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138303 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43192 members 
Mstep: Class 22 contains 72953 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935632.000000 Penalty: 113492.750000
Iteration 245Q: 34 clusters Score -1.429356e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 130003 members 
Mstep: Class 3 contains 45335 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 186951 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27949 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55542 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12540 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35624 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138298 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43192 members 
Mstep: Class 22 contains 72955 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935696.000000 Penalty: 113492.750000
Iteration 246Q: 34 clusters Score -1.429357e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 130005 members 
Mstep: Class 3 contains 45336 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 186948 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27949 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55542 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12540 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35624 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138297 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43192 members 
Mstep: Class 22 contains 72956 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935632.000000 Penalty: 113492.750000
Iteration 247Q: 34 clusters Score -1.429356e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 130009 members 
Mstep: Class 3 contains 45337 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 186943 members 
Mstep: Class 6 contains 127803 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27949 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55541 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12540 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35624 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138295 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43192 members 
Mstep: Class 22 contains 72957 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935616.000000 Penalty: 113492.750000
Iteration 248Q: 34 clusters Score -1.429356e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 130010 members 
Mstep: Class 3 contains 45337 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 186941 members 
Mstep: Class 6 contains 127806 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27949 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55539 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12541 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35624 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138293 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43192 members 
Mstep: Class 22 contains 72958 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935600.000000 Penalty: 113492.750000
Iteration 249Q: 34 clusters Score -1.429356e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 130014 members 
Mstep: Class 3 contains 45337 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 186939 members 
Mstep: Class 6 contains 127805 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27949 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55536 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12541 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35623 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138296 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43192 members 
Mstep: Class 22 contains 72958 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935616.000000 Penalty: 113492.750000
Iteration 250Q: 34 clusters Score -1.429356e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 130017 members 
Mstep: Class 3 contains 45337 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 186938 members 
Mstep: Class 6 contains 127803 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27949 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55533 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12541 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35624 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138296 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43192 members 
Mstep: Class 22 contains 72960 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935600.000000 Penalty: 113492.750000
Iteration 251Q: 34 clusters Score -1.429356e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 130018 members 
Mstep: Class 3 contains 45337 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 186937 members 
Mstep: Class 6 contains 127801 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27949 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55532 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12541 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35624 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138296 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43192 members 
Mstep: Class 22 contains 72963 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935632.000000 Penalty: 113492.750000
Iteration 252Q: 34 clusters Score -1.429356e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 130021 members 
Mstep: Class 3 contains 45337 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 186937 members 
Mstep: Class 6 contains 127798 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27949 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55529 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12541 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35624 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138296 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43192 members 
Mstep: Class 22 contains 72966 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935664.000000 Penalty: 113492.750000
Iteration 253Q: 34 clusters Score -1.429357e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 130019 members 
Mstep: Class 3 contains 45337 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 186936 members 
Mstep: Class 6 contains 127798 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27949 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55528 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12541 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35624 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138298 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43192 members 
Mstep: Class 22 contains 72968 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935664.000000 Penalty: 113492.750000
Iteration 254Q: 34 clusters Score -1.429357e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 130019 members 
Mstep: Class 3 contains 45337 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 186935 members 
Mstep: Class 6 contains 127798 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27949 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55528 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12541 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35623 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138299 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43192 members 
Mstep: Class 22 contains 72969 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935696.000000 Penalty: 113492.750000
Iteration 255Q: 34 clusters Score -1.429357e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 130018 members 
Mstep: Class 3 contains 45336 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 186935 members 
Mstep: Class 6 contains 127798 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27949 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55528 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12541 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35623 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138300 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43192 members 
Mstep: Class 22 contains 72970 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935712.000000 Penalty: 113492.750000
Iteration 256Q: 34 clusters Score -1.429357e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 130021 members 
Mstep: Class 3 contains 45334 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 186934 members 
Mstep: Class 6 contains 127798 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27948 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55528 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 12541 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35623 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138300 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43192 members 
Mstep: Class 22 contains 72971 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935776.000000 Penalty: 113492.750000
Iteration 257Q: 34 clusters Score -1.429358e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 130021 members 
Mstep: Class 3 contains 45333 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 186933 members 
Mstep: Class 6 contains 127798 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27948 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55528 members 
Mstep: Class 13 contains 17502 members 
Mstep: Class 14 contains 12541 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35623 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138300 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43192 members 
Mstep: Class 22 contains 72972 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935776.000000 Penalty: 113492.750000
Iteration 258Q: 34 clusters Score -1.429358e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 130021 members 
Mstep: Class 3 contains 45333 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 186933 members 
Mstep: Class 6 contains 127798 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27948 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55528 members 
Mstep: Class 13 contains 17502 members 
Mstep: Class 14 contains 12541 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35623 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138299 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43192 members 
Mstep: Class 22 contains 72973 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935776.000000 Penalty: 113492.750000
Iteration 259Q: 34 clusters Score -1.429358e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 130021 members 
Mstep: Class 3 contains 45333 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 186932 members 
Mstep: Class 6 contains 127798 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27948 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55528 members 
Mstep: Class 13 contains 17502 members 
Mstep: Class 14 contains 12541 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35623 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138299 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43192 members 
Mstep: Class 22 contains 72974 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935728.000000 Penalty: 113492.750000
Iteration 260F: 34 clusters Score -1.429357e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 130022 members 
Mstep: Class 3 contains 45333 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 186931 members 
Mstep: Class 6 contains 127798 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27948 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55528 members 
Mstep: Class 13 contains 17502 members 
Mstep: Class 14 contains 12541 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35623 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138299 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43192 members 
Mstep: Class 22 contains 72974 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935728.000000 Penalty: 113492.750000
Iteration 261Q: 34 clusters Score -1.429357e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 130022 members 
Mstep: Class 3 contains 45333 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 186930 members 
Mstep: Class 6 contains 127798 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27948 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55528 members 
Mstep: Class 13 contains 17502 members 
Mstep: Class 14 contains 12541 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35623 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138299 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43192 members 
Mstep: Class 22 contains 72975 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935760.000000 Penalty: 113492.750000
Iteration 262Q: 34 clusters Score -1.429358e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 130022 members 
Mstep: Class 3 contains 45333 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 186929 members 
Mstep: Class 6 contains 127798 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27948 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55527 members 
Mstep: Class 13 contains 17502 members 
Mstep: Class 14 contains 12541 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35623 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138299 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43192 members 
Mstep: Class 22 contains 72977 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935728.000000 Penalty: 113492.750000
Iteration 263Q: 34 clusters Score -1.429357e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 130022 members 
Mstep: Class 3 contains 45333 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 186929 members 
Mstep: Class 6 contains 127798 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27948 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55527 members 
Mstep: Class 13 contains 17502 members 
Mstep: Class 14 contains 12541 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35623 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138299 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43192 members 
Mstep: Class 22 contains 72977 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935728.000000 Penalty: 113492.750000
Iteration 264F: 34 clusters Score -1.429357e+08 nChanged 0
Entering ConstructFrom: 
Score: -142935728.000000 Penalty: 113492.750000
Entering ConstructFrom: 
Trying to split cluster 1 (6304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Entering Unmasked Estep 
Score: -865925.000000 Penalty: 2169.737061
	Iteration 0F: 2 clusters Score -865925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -860571.375000 Penalty: 4339.474121
	Iteration 0F: 3 clusters Score -860571.4 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -861993.125000 Penalty: 4339.474121
	Iteration 1F: 3 clusters Score -861993.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -862256.500000 Penalty: 4339.474121
	Iteration 2F: 3 clusters Score -862256.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -862421.062500 Penalty: 4339.474121
	Iteration 3F: 3 clusters Score -862421.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -862541.187500 Penalty: 4339.474121
	Iteration 4Q: 3 clusters Score -862541.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -862625.062500 Penalty: 4339.474121
	Iteration 5Q: 3 clusters Score -862625.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -862684.500000 Penalty: 4339.474121
	Iteration 6Q: 3 clusters Score -862684.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -862737.687500 Penalty: 4339.474121
	Iteration 7Q: 3 clusters Score -862737.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -862804.375000 Penalty: 4339.474121
	Iteration 8Q: 3 clusters Score -862804.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -862878.125000 Penalty: 4339.474121
	Iteration 9Q: 3 clusters Score -862878.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -862942.875000 Penalty: 4339.474121
	Iteration 10Q: 3 clusters Score -862942.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -862988.375000 Penalty: 4339.474121
	Iteration 11Q: 3 clusters Score -862988.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -863028.562500 Penalty: 4339.474121
	Iteration 12Q: 3 clusters Score -863028.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -863072.125000 Penalty: 4339.474121
	Iteration 13Q: 3 clusters Score -863072.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -863107.187500 Penalty: 4339.474121
	Iteration 14Q: 3 clusters Score -863107.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -863136.750000 Penalty: 4339.474121
	Iteration 15Q: 3 clusters Score -863136.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -863171.062500 Penalty: 4339.474121
	Iteration 16Q: 3 clusters Score -863171.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -863204.187500 Penalty: 4339.474121
	Iteration 17Q: 3 clusters Score -863204.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -863234.875000 Penalty: 4339.474121
	Iteration 18Q: 3 clusters Score -863234.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -863259.062500 Penalty: 4339.474121
	Iteration 19Q: 3 clusters Score -863259.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -863278.625000 Penalty: 4339.474121
	Iteration 20F: 3 clusters Score -863278.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -863298.875000 Penalty: 4339.474121
	Iteration 21Q: 3 clusters Score -863298.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -863313.937500 Penalty: 4339.474121
	Iteration 22Q: 3 clusters Score -863313.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -863327.937500 Penalty: 4339.474121
	Iteration 23Q: 3 clusters Score -863327.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -863341.500000 Penalty: 4339.474121
	Iteration 24Q: 3 clusters Score -863341.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -863356.375000 Penalty: 4339.474121
	Iteration 25Q: 3 clusters Score -863356.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -863370.437500 Penalty: 4339.474121
	Iteration 26Q: 3 clusters Score -863370.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -863381.437500 Penalty: 4339.474121
	Iteration 27Q: 3 clusters Score -863381.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -863389.562500 Penalty: 4339.474121
	Iteration 28Q: 3 clusters Score -863389.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -863396.375000 Penalty: 4339.474121
	Iteration 29Q: 3 clusters Score -863396.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -863408.750000 Penalty: 4339.474121
	Iteration 30Q: 3 clusters Score -863408.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -863423.812500 Penalty: 4339.474121
	Iteration 31Q: 3 clusters Score -863423.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -863443.187500 Penalty: 4339.474121
	Iteration 32Q: 3 clusters Score -863443.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -863462.687500 Penalty: 4339.474121
	Iteration 33Q: 3 clusters Score -863462.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -863484.750000 Penalty: 4339.474121
	Iteration 34Q: 3 clusters Score -863484.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -863512.875000 Penalty: 4339.474121
	Iteration 35Q: 3 clusters Score -863512.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -863542.687500 Penalty: 4339.474121
	Iteration 36Q: 3 clusters Score -863542.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -863572.437500 Penalty: 4339.474121
	Iteration 37Q: 3 clusters Score -863572.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -863604.437500 Penalty: 4339.474121
	Iteration 38Q: 3 clusters Score -863604.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -863640.062500 Penalty: 4339.474121
	Iteration 39Q: 3 clusters Score -863640.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -863682.000000 Penalty: 4339.474121
	Iteration 40F: 3 clusters Score -863682 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -863716.875000 Penalty: 4339.474121
	Iteration 41Q: 3 clusters Score -863716.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -863748.000000 Penalty: 4339.474121
	Iteration 42Q: 3 clusters Score -863748 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -863782.000000 Penalty: 4339.474121
	Iteration 43Q: 3 clusters Score -863782 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -863819.000000 Penalty: 4339.474121
	Iteration 44Q: 3 clusters Score -863819 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -863858.062500 Penalty: 4339.474121
	Iteration 45Q: 3 clusters Score -863858.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -863885.375000 Penalty: 4339.474121
	Iteration 46Q: 3 clusters Score -863885.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -863915.437500 Penalty: 4339.474121
	Iteration 47Q: 3 clusters Score -863915.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -863932.062500 Penalty: 4339.474121
	Iteration 48Q: 3 clusters Score -863932.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -863951.000000 Penalty: 4339.474121
	Iteration 49Q: 3 clusters Score -863951 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -863974.000000 Penalty: 4339.474121
	Iteration 50Q: 3 clusters Score -863974 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -863991.062500 Penalty: 4339.474121
	Iteration 51Q: 3 clusters Score -863991.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -864010.125000 Penalty: 4339.474121
	Iteration 52Q: 3 clusters Score -864010.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -864028.125000 Penalty: 4339.474121
	Iteration 53Q: 3 clusters Score -864028.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -864041.187500 Penalty: 4339.474121
	Iteration 54Q: 3 clusters Score -864041.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -864050.250000 Penalty: 4339.474121
	Iteration 55Q: 3 clusters Score -864050.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -864062.000000 Penalty: 4339.474121
	Iteration 56Q: 3 clusters Score -864062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -864070.375000 Penalty: 4339.474121
	Iteration 57Q: 3 clusters Score -864070.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -864077.937500 Penalty: 4339.474121
	Iteration 58Q: 3 clusters Score -864077.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -864083.375000 Penalty: 4339.474121
	Iteration 59Q: 3 clusters Score -864083.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -864091.000000 Penalty: 4339.474121
	Iteration 60F: 3 clusters Score -864091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -864095.000000 Penalty: 4339.474121
	Iteration 61Q: 3 clusters Score -864095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -864102.187500 Penalty: 4339.474121
	Iteration 62Q: 3 clusters Score -864102.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -864108.375000 Penalty: 4339.474121
	Iteration 63Q: 3 clusters Score -864108.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -864112.375000 Penalty: 4339.474121
	Iteration 64Q: 3 clusters Score -864112.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -864116.250000 Penalty: 4339.474121
	Iteration 65Q: 3 clusters Score -864116.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -864121.500000 Penalty: 4339.474121
	Iteration 66Q: 3 clusters Score -864121.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -864123.812500 Penalty: 4339.474121
	Iteration 67Q: 3 clusters Score -864123.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -864127.375000 Penalty: 4339.474121
	Iteration 68Q: 3 clusters Score -864127.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -864133.000000 Penalty: 4339.474121
	Iteration 69Q: 3 clusters Score -864133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -864137.250000 Penalty: 4339.474121
	Iteration 70Q: 3 clusters Score -864137.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -864140.187500 Penalty: 4339.474121
	Iteration 71Q: 3 clusters Score -864140.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -864144.625000 Penalty: 4339.474121
	Iteration 72Q: 3 clusters Score -864144.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -864145.875000 Penalty: 4339.474121
	Iteration 73Q: 3 clusters Score -864145.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -864146.312500 Penalty: 4339.474121
	Iteration 74Q: 3 clusters Score -864146.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -864147.500000 Penalty: 4339.474121
	Iteration 75Q: 3 clusters Score -864147.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -864147.312500 Penalty: 4339.474121
	Iteration 76Q: 3 clusters Score -864147.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -864145.937500 Penalty: 4339.474121
	Iteration 77Q: 3 clusters Score -864145.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -864148.187500 Penalty: 4339.474121
	Iteration 78Q: 3 clusters Score -864148.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -864148.187500 Penalty: 4339.474121
	Iteration 79F: 3 clusters Score -864148.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (130022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130022 members 
Entering Unmasked Estep 
Score: -18054654.000000 Penalty: 2920.313965
	Iteration 0F: 2 clusters Score -1.805465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -17968672.000000 Penalty: 5840.627930
	Iteration 0F: 3 clusters Score -1.796867e+07 nChanged 61882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66730 members 
Mstep: Class 2 contains 63292 members 
Entering Unmasked Estep 
Score: -18004276.000000 Penalty: 5840.627930
	Iteration 1F: 3 clusters Score -1.800428e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67494 members 
Mstep: Class 2 contains 62528 members 
Entering Unmasked Estep 
Score: -18005290.000000 Penalty: 5840.627930
	Iteration 2Q: 3 clusters Score -1.800529e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68511 members 
Mstep: Class 2 contains 61511 members 
Entering Unmasked Estep 
Score: -18006692.000000 Penalty: 5840.627930
	Iteration 3Q: 3 clusters Score -1.800669e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69967 members 
Mstep: Class 2 contains 60055 members 
Entering Unmasked Estep 
Score: -18008670.000000 Penalty: 5840.627930
	Iteration 4Q: 3 clusters Score -1.800867e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71805 members 
Mstep: Class 2 contains 58217 members 
Entering Unmasked Estep 
Score: -18011228.000000 Penalty: 5840.627930
	Iteration 5Q: 3 clusters Score -1.801123e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74003 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
Score: -18014936.000000 Penalty: 5840.627930
	Iteration 6Q: 3 clusters Score -1.801494e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76183 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -18019488.000000 Penalty: 5840.627930
	Iteration 7F: 3 clusters Score -1.801949e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78167 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -18024846.000000 Penalty: 5840.627930
	Iteration 8F: 3 clusters Score -1.802485e+07 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79635 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -18030128.000000 Penalty: 5840.627930
	Iteration 9F: 3 clusters Score -1.803013e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80453 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -18034440.000000 Penalty: 5840.627930
	Iteration 10F: 3 clusters Score -1.803444e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80741 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -18037020.000000 Penalty: 5840.627930
	Iteration 11Q: 3 clusters Score -1.803702e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80874 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -18038172.000000 Penalty: 5840.627930
	Iteration 12Q: 3 clusters Score -1.803817e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81045 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -18038694.000000 Penalty: 5840.627930
	Iteration 13Q: 3 clusters Score -1.803869e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81282 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -18039206.000000 Penalty: 5840.627930
	Iteration 14Q: 3 clusters Score -1.803921e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81549 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -18039504.000000 Penalty: 5840.627930
	Iteration 15Q: 3 clusters Score -1.80395e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81739 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -18039770.000000 Penalty: 5840.627930
	Iteration 16Q: 3 clusters Score -1.803977e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81958 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -18039970.000000 Penalty: 5840.627930
	Iteration 17Q: 3 clusters Score -1.803997e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82187 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -18040210.000000 Penalty: 5840.627930
	Iteration 18Q: 3 clusters Score -1.804021e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82419 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -18040426.000000 Penalty: 5840.627930
	Iteration 19Q: 3 clusters Score -1.804043e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82689 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -18040564.000000 Penalty: 5840.627930
	Iteration 20F: 3 clusters Score -1.804056e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82980 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -18040672.000000 Penalty: 5840.627930
	Iteration 21Q: 3 clusters Score -1.804067e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83300 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -18040738.000000 Penalty: 5840.627930
	Iteration 22Q: 3 clusters Score -1.804074e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83619 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -18040906.000000 Penalty: 5840.627930
	Iteration 23Q: 3 clusters Score -1.804091e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83949 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -18041008.000000 Penalty: 5840.627930
	Iteration 24Q: 3 clusters Score -1.804101e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84381 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -18041110.000000 Penalty: 5840.627930
	Iteration 25Q: 3 clusters Score -1.804111e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84818 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -18041150.000000 Penalty: 5840.627930
	Iteration 26Q: 3 clusters Score -1.804115e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85243 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -18041234.000000 Penalty: 5840.627930
	Iteration 27Q: 3 clusters Score -1.804123e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85714 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -18041314.000000 Penalty: 5840.627930
	Iteration 28Q: 3 clusters Score -1.804131e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86216 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -18041426.000000 Penalty: 5840.627930
	Iteration 29Q: 3 clusters Score -1.804143e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86715 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -18041452.000000 Penalty: 5840.627930
	Iteration 30Q: 3 clusters Score -1.804145e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87261 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -18041524.000000 Penalty: 5840.627930
	Iteration 31Q: 3 clusters Score -1.804152e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87811 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -18041616.000000 Penalty: 5840.627930
	Iteration 32Q: 3 clusters Score -1.804162e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88345 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -18041740.000000 Penalty: 5840.627930
	Iteration 33Q: 3 clusters Score -1.804174e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88874 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -18041824.000000 Penalty: 5840.627930
	Iteration 34Q: 3 clusters Score -1.804182e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89424 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -18041864.000000 Penalty: 5840.627930
	Iteration 35Q: 3 clusters Score -1.804186e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89999 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -18041906.000000 Penalty: 5840.627930
	Iteration 36Q: 3 clusters Score -1.804191e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90606 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -18042004.000000 Penalty: 5840.627930
	Iteration 37Q: 3 clusters Score -1.8042e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91259 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -18042118.000000 Penalty: 5840.627930
	Iteration 38Q: 3 clusters Score -1.804212e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91943 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -18042244.000000 Penalty: 5840.627930
	Iteration 39Q: 3 clusters Score -1.804224e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92635 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -18042282.000000 Penalty: 5840.627930
	Iteration 40F: 3 clusters Score -1.804228e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93353 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -18042346.000000 Penalty: 5840.627930
	Iteration 41Q: 3 clusters Score -1.804235e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94163 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -18042496.000000 Penalty: 5840.627930
	Iteration 42Q: 3 clusters Score -1.80425e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95046 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -18042626.000000 Penalty: 5840.627930
	Iteration 43Q: 3 clusters Score -1.804263e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95979 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -18042862.000000 Penalty: 5840.627930
	Iteration 44Q: 3 clusters Score -1.804286e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97018 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -18042982.000000 Penalty: 5840.627930
	Iteration 45Q: 3 clusters Score -1.804298e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98145 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -18043188.000000 Penalty: 5840.627930
	Iteration 46Q: 3 clusters Score -1.804319e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99352 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -18043398.000000 Penalty: 5840.627930
	Iteration 47Q: 3 clusters Score -1.80434e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100650 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -18043604.000000 Penalty: 5840.627930
	Iteration 48Q: 3 clusters Score -1.80436e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101978 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -18043828.000000 Penalty: 5840.627930
	Iteration 49Q: 3 clusters Score -1.804383e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103390 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -18044230.000000 Penalty: 5840.627930
	Iteration 50Q: 3 clusters Score -1.804423e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104822 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -18044542.000000 Penalty: 5840.627930
	Iteration 51Q: 3 clusters Score -1.804454e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106333 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -18045016.000000 Penalty: 5840.627930
	Iteration 52Q: 3 clusters Score -1.804502e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107922 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -18045398.000000 Penalty: 5840.627930
	Iteration 53Q: 3 clusters Score -1.80454e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109563 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -18045868.000000 Penalty: 5840.627930
	Iteration 54Q: 3 clusters Score -1.804587e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111193 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -18046328.000000 Penalty: 5840.627930
	Iteration 55Q: 3 clusters Score -1.804633e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112841 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -18046776.000000 Penalty: 5840.627930
	Iteration 56Q: 3 clusters Score -1.804678e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114425 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -18047336.000000 Penalty: 5840.627930
	Iteration 57Q: 3 clusters Score -1.804734e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115927 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -18047744.000000 Penalty: 5840.627930
	Iteration 58Q: 3 clusters Score -1.804774e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117341 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -18048206.000000 Penalty: 5840.627930
	Iteration 59Q: 3 clusters Score -1.804821e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118755 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -18048620.000000 Penalty: 5840.627930
	Iteration 60F: 3 clusters Score -1.804862e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120031 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -18049078.000000 Penalty: 5840.627930
	Iteration 61Q: 3 clusters Score -1.804908e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121228 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -18049542.000000 Penalty: 5840.627930
	Iteration 62Q: 3 clusters Score -1.804954e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122305 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -18049892.000000 Penalty: 5840.627930
	Iteration 63Q: 3 clusters Score -1.804989e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123254 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -18050174.000000 Penalty: 5840.627930
	Iteration 64Q: 3 clusters Score -1.805017e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124111 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -18050526.000000 Penalty: 5840.627930
	Iteration 65Q: 3 clusters Score -1.805053e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124846 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -18050736.000000 Penalty: 5840.627930
	Iteration 66Q: 3 clusters Score -1.805074e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125470 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -18050948.000000 Penalty: 5840.627930
	Iteration 67Q: 3 clusters Score -1.805095e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126012 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -18051108.000000 Penalty: 5840.627930
	Iteration 68Q: 3 clusters Score -1.805111e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126498 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -18051288.000000 Penalty: 5840.627930
	Iteration 69Q: 3 clusters Score -1.805129e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126899 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -18051418.000000 Penalty: 5840.627930
	Iteration 70Q: 3 clusters Score -1.805142e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127209 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -18051518.000000 Penalty: 5840.627930
	Iteration 71Q: 3 clusters Score -1.805152e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127481 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -18051602.000000 Penalty: 5840.627930
	Iteration 72Q: 3 clusters Score -1.80516e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127702 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -18051670.000000 Penalty: 5840.627930
	Iteration 73Q: 3 clusters Score -1.805167e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127893 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -18051770.000000 Penalty: 5840.627930
	Iteration 74Q: 3 clusters Score -1.805177e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128036 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -18051844.000000 Penalty: 5840.627930
	Iteration 75Q: 3 clusters Score -1.805184e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128151 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -18051892.000000 Penalty: 5840.627930
	Iteration 76Q: 3 clusters Score -1.805189e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128253 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -18051940.000000 Penalty: 5840.627930
	Iteration 77Q: 3 clusters Score -1.805194e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128345 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -18051990.000000 Penalty: 5840.627930
	Iteration 78Q: 3 clusters Score -1.805199e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128419 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -18052018.000000 Penalty: 5840.627930
	Iteration 79Q: 3 clusters Score -1.805202e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128487 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -18052044.000000 Penalty: 5840.627930
	Iteration 80F: 3 clusters Score -1.805204e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128544 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -18052058.000000 Penalty: 5840.627930
	Iteration 81Q: 3 clusters Score -1.805206e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128578 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -18052090.000000 Penalty: 5840.627930
	Iteration 82Q: 3 clusters Score -1.805209e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128612 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -18052098.000000 Penalty: 5840.627930
	Iteration 83Q: 3 clusters Score -1.80521e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128644 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -18052138.000000 Penalty: 5840.627930
	Iteration 84Q: 3 clusters Score -1.805214e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128665 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -18052128.000000 Penalty: 5840.627930
	Iteration 85Q: 3 clusters Score -1.805213e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128679 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -18052136.000000 Penalty: 5840.627930
	Iteration 86Q: 3 clusters Score -1.805214e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128700 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -18052120.000000 Penalty: 5840.627930
	Iteration 87Q: 3 clusters Score -1.805212e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128714 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -18052128.000000 Penalty: 5840.627930
	Iteration 88Q: 3 clusters Score -1.805213e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128725 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -18052132.000000 Penalty: 5840.627930
	Iteration 89Q: 3 clusters Score -1.805213e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128737 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -18052136.000000 Penalty: 5840.627930
	Iteration 90Q: 3 clusters Score -1.805214e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128747 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -18052166.000000 Penalty: 5840.627930
	Iteration 91Q: 3 clusters Score -1.805217e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128755 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -18052156.000000 Penalty: 5840.627930
	Iteration 92Q: 3 clusters Score -1.805216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128761 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -18052158.000000 Penalty: 5840.627930
	Iteration 93Q: 3 clusters Score -1.805216e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128769 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -18052154.000000 Penalty: 5840.627930
	Iteration 94Q: 3 clusters Score -1.805215e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128782 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -18052172.000000 Penalty: 5840.627930
	Iteration 95Q: 3 clusters Score -1.805217e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128792 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -18052182.000000 Penalty: 5840.627930
	Iteration 96Q: 3 clusters Score -1.805218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128806 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -18052176.000000 Penalty: 5840.627930
	Iteration 97Q: 3 clusters Score -1.805218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128815 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -18052192.000000 Penalty: 5840.627930
	Iteration 98Q: 3 clusters Score -1.805219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128820 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -18052186.000000 Penalty: 5840.627930
	Iteration 99Q: 3 clusters Score -1.805219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128827 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -18052190.000000 Penalty: 5840.627930
	Iteration 100F: 3 clusters Score -1.805219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128831 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -18052180.000000 Penalty: 5840.627930
	Iteration 101Q: 3 clusters Score -1.805218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128832 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -18052188.000000 Penalty: 5840.627930
	Iteration 102Q: 3 clusters Score -1.805219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128833 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -18052180.000000 Penalty: 5840.627930
	Iteration 103Q: 3 clusters Score -1.805218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128834 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -18052184.000000 Penalty: 5840.627930
	Iteration 104Q: 3 clusters Score -1.805218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128837 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -18052178.000000 Penalty: 5840.627930
	Iteration 105Q: 3 clusters Score -1.805218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128841 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -18052174.000000 Penalty: 5840.627930
	Iteration 106Q: 3 clusters Score -1.805217e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128845 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -18052168.000000 Penalty: 5840.627930
	Iteration 107Q: 3 clusters Score -1.805217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128853 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -18052184.000000 Penalty: 5840.627930
	Iteration 108Q: 3 clusters Score -1.805218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128858 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -18052194.000000 Penalty: 5840.627930
	Iteration 109Q: 3 clusters Score -1.805219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128862 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -18052188.000000 Penalty: 5840.627930
	Iteration 110Q: 3 clusters Score -1.805219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128867 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -18052202.000000 Penalty: 5840.627930
	Iteration 111Q: 3 clusters Score -1.80522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128867 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -18052196.000000 Penalty: 5840.627930
	Iteration 112Q: 3 clusters Score -1.80522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128869 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -18052198.000000 Penalty: 5840.627930
	Iteration 113Q: 3 clusters Score -1.80522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128870 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -18052196.000000 Penalty: 5840.627930
	Iteration 114Q: 3 clusters Score -1.80522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128871 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -18052190.000000 Penalty: 5840.627930
	Iteration 115Q: 3 clusters Score -1.805219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128873 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -18052200.000000 Penalty: 5840.627930
	Iteration 116Q: 3 clusters Score -1.80522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128875 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -18052190.000000 Penalty: 5840.627930
	Iteration 117Q: 3 clusters Score -1.805219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128874 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -18052202.000000 Penalty: 5840.627930
	Iteration 118Q: 3 clusters Score -1.80522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128876 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -18052204.000000 Penalty: 5840.627930
	Iteration 119Q: 3 clusters Score -1.80522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128877 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -18052196.000000 Penalty: 5840.627930
	Iteration 120F: 3 clusters Score -1.80522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Entering Unmasked Estep 
Score: -6320032.000000 Penalty: 2659.003906
	Iteration 0F: 2 clusters Score -6320032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -6289524.000000 Penalty: 5318.007812
	Iteration 0F: 3 clusters Score -6289524 nChanged 20728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -6300703.000000 Penalty: 5318.007812
	Iteration 1F: 3 clusters Score -6300703 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -6301207.000000 Penalty: 5318.007812
	Iteration 2Q: 3 clusters Score -6301207 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -6301653.000000 Penalty: 5318.007812
	Iteration 3Q: 3 clusters Score -6301653 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -6302087.000000 Penalty: 5318.007812
	Iteration 4Q: 3 clusters Score -6302087 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -6302454.500000 Penalty: 5318.007812
	Iteration 5Q: 3 clusters Score -6302454 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -6302897.000000 Penalty: 5318.007812
	Iteration 6Q: 3 clusters Score -6302897 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -6303307.500000 Penalty: 5318.007812
	Iteration 7Q: 3 clusters Score -6303308 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -6303903.500000 Penalty: 5318.007812
	Iteration 8Q: 3 clusters Score -6303904 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -6304518.000000 Penalty: 5318.007812
	Iteration 9Q: 3 clusters Score -6304518 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -6305235.000000 Penalty: 5318.007812
	Iteration 10Q: 3 clusters Score -6305235 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -6306086.500000 Penalty: 5318.007812
	Iteration 11Q: 3 clusters Score -6306086 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -6307288.000000 Penalty: 5318.007812
	Iteration 12Q: 3 clusters Score -6307288 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -6308696.500000 Penalty: 5318.007812
	Iteration 13Q: 3 clusters Score -6308696 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -6310275.500000 Penalty: 5318.007812
	Iteration 14Q: 3 clusters Score -6310276 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -6311650.500000 Penalty: 5318.007812
	Iteration 15Q: 3 clusters Score -6311650 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -6312566.000000 Penalty: 5318.007812
	Iteration 16Q: 3 clusters Score -6312566 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -6313166.500000 Penalty: 5318.007812
	Iteration 17Q: 3 clusters Score -6313166 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -6313589.500000 Penalty: 5318.007812
	Iteration 18Q: 3 clusters Score -6313590 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -6313877.500000 Penalty: 5318.007812
	Iteration 19Q: 3 clusters Score -6313878 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -6314050.000000 Penalty: 5318.007812
	Iteration 20F: 3 clusters Score -6314050 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -6314211.500000 Penalty: 5318.007812
	Iteration 21Q: 3 clusters Score -6314212 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -6314365.500000 Penalty: 5318.007812
	Iteration 22Q: 3 clusters Score -6314366 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -6314531.500000 Penalty: 5318.007812
	Iteration 23Q: 3 clusters Score -6314532 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -6314612.000000 Penalty: 5318.007812
	Iteration 24Q: 3 clusters Score -6314612 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -6314709.000000 Penalty: 5318.007812
	Iteration 25Q: 3 clusters Score -6314709 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -6314805.500000 Penalty: 5318.007812
	Iteration 26Q: 3 clusters Score -6314806 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -6314891.000000 Penalty: 5318.007812
	Iteration 27Q: 3 clusters Score -6314891 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -6314994.500000 Penalty: 5318.007812
	Iteration 28Q: 3 clusters Score -6314994 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -6315138.500000 Penalty: 5318.007812
	Iteration 29Q: 3 clusters Score -6315138 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -6315309.000000 Penalty: 5318.007812
	Iteration 30Q: 3 clusters Score -6315309 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -6315439.500000 Penalty: 5318.007812
	Iteration 31Q: 3 clusters Score -6315440 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -6315610.500000 Penalty: 5318.007812
	Iteration 32Q: 3 clusters Score -6315610 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -6315767.000000 Penalty: 5318.007812
	Iteration 33Q: 3 clusters Score -6315767 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -6315938.500000 Penalty: 5318.007812
	Iteration 34Q: 3 clusters Score -6315938 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -6316108.000000 Penalty: 5318.007812
	Iteration 35Q: 3 clusters Score -6316108 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -6316293.000000 Penalty: 5318.007812
	Iteration 36Q: 3 clusters Score -6316293 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -6316467.500000 Penalty: 5318.007812
	Iteration 37Q: 3 clusters Score -6316468 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -6316611.000000 Penalty: 5318.007812
	Iteration 38Q: 3 clusters Score -6316611 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -6316835.500000 Penalty: 5318.007812
	Iteration 39Q: 3 clusters Score -6316836 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -6316953.500000 Penalty: 5318.007812
	Iteration 40F: 3 clusters Score -6316954 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -6317087.500000 Penalty: 5318.007812
	Iteration 41Q: 3 clusters Score -6317088 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -6317227.500000 Penalty: 5318.007812
	Iteration 42Q: 3 clusters Score -6317228 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -6317344.000000 Penalty: 5318.007812
	Iteration 43Q: 3 clusters Score -6317344 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -6317434.500000 Penalty: 5318.007812
	Iteration 44Q: 3 clusters Score -6317434 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -6317484.500000 Penalty: 5318.007812
	Iteration 45Q: 3 clusters Score -6317484 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -6317530.500000 Penalty: 5318.007812
	Iteration 46Q: 3 clusters Score -6317530 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -6317566.000000 Penalty: 5318.007812
	Iteration 47Q: 3 clusters Score -6317566 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -6317606.000000 Penalty: 5318.007812
	Iteration 48Q: 3 clusters Score -6317606 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -6317628.000000 Penalty: 5318.007812
	Iteration 49Q: 3 clusters Score -6317628 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -6317664.500000 Penalty: 5318.007812
	Iteration 50Q: 3 clusters Score -6317664 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -6317693.000000 Penalty: 5318.007812
	Iteration 51Q: 3 clusters Score -6317693 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -6317701.000000 Penalty: 5318.007812
	Iteration 52Q: 3 clusters Score -6317701 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -6317715.500000 Penalty: 5318.007812
	Iteration 53Q: 3 clusters Score -6317716 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -6317724.500000 Penalty: 5318.007812
	Iteration 54Q: 3 clusters Score -6317724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -6317736.000000 Penalty: 5318.007812
	Iteration 55Q: 3 clusters Score -6317736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -6317746.500000 Penalty: 5318.007812
	Iteration 56Q: 3 clusters Score -6317746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -6317749.500000 Penalty: 5318.007812
	Iteration 57Q: 3 clusters Score -6317750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -6317754.500000 Penalty: 5318.007812
	Iteration 58Q: 3 clusters Score -6317754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -6317768.500000 Penalty: 5318.007812
	Iteration 59Q: 3 clusters Score -6317768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -6317777.500000 Penalty: 5318.007812
	Iteration 60F: 3 clusters Score -6317778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -6317775.500000 Penalty: 5318.007812
	Iteration 61Q: 3 clusters Score -6317776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -6317781.000000 Penalty: 5318.007812
	Iteration 62Q: 3 clusters Score -6317781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -6317781.000000 Penalty: 5318.007812
	Iteration 63Q: 3 clusters Score -6317781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -6317790.500000 Penalty: 5318.007812
	Iteration 64Q: 3 clusters Score -6317790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -6317796.000000 Penalty: 5318.007812
	Iteration 65Q: 3 clusters Score -6317796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -6317796.500000 Penalty: 5318.007812
	Iteration 66Q: 3 clusters Score -6317796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -6317801.500000 Penalty: 5318.007812
	Iteration 67Q: 3 clusters Score -6317802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -6317798.000000 Penalty: 5318.007812
	Iteration 68Q: 3 clusters Score -6317798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -6317801.500000 Penalty: 5318.007812
	Iteration 69Q: 3 clusters Score -6317802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -6317811.500000 Penalty: 5318.007812
	Iteration 70Q: 3 clusters Score -6317812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -6317827.000000 Penalty: 5318.007812
	Iteration 71Q: 3 clusters Score -6317827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -6317833.500000 Penalty: 5318.007812
	Iteration 72Q: 3 clusters Score -6317834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 44367 members 
Entering Unmasked Estep 
Score: -6317835.000000 Penalty: 5318.007812
	Iteration 73Q: 3 clusters Score -6317835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -6317839.500000 Penalty: 5318.007812
	Iteration 74Q: 3 clusters Score -6317840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -6317852.500000 Penalty: 5318.007812
	Iteration 75Q: 3 clusters Score -6317852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -6317854.500000 Penalty: 5318.007812
	Iteration 76Q: 3 clusters Score -6317854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -6317862.000000 Penalty: 5318.007812
	Iteration 77Q: 3 clusters Score -6317862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -6317865.000000 Penalty: 5318.007812
	Iteration 78Q: 3 clusters Score -6317865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -6317868.500000 Penalty: 5318.007812
	Iteration 79Q: 3 clusters Score -6317868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -6317866.500000 Penalty: 5318.007812
	Iteration 80F: 3 clusters Score -6317866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -6317872.000000 Penalty: 5318.007812
	Iteration 81Q: 3 clusters Score -6317872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -6317877.500000 Penalty: 5318.007812
	Iteration 82Q: 3 clusters Score -6317878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -6317879.500000 Penalty: 5318.007812
	Iteration 83Q: 3 clusters Score -6317880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -6317886.500000 Penalty: 5318.007812
	Iteration 84Q: 3 clusters Score -6317886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -6317891.500000 Penalty: 5318.007812
	Iteration 85Q: 3 clusters Score -6317892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -6317900.500000 Penalty: 5318.007812
	Iteration 86Q: 3 clusters Score -6317900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -6317907.500000 Penalty: 5318.007812
	Iteration 87Q: 3 clusters Score -6317908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -6317907.500000 Penalty: 5318.007812
	Iteration 88Q: 3 clusters Score -6317908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -6317906.500000 Penalty: 5318.007812
	Iteration 89Q: 3 clusters Score -6317906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -6317903.000000 Penalty: 5318.007812
	Iteration 90Q: 3 clusters Score -6317903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -6317907.000000 Penalty: 5318.007812
	Iteration 91Q: 3 clusters Score -6317907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -6317910.500000 Penalty: 5318.007812
	Iteration 92Q: 3 clusters Score -6317910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -6317907.000000 Penalty: 5318.007812
	Iteration 93Q: 3 clusters Score -6317907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -6317904.500000 Penalty: 5318.007812
	Iteration 94Q: 3 clusters Score -6317904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -6317907.500000 Penalty: 5318.007812
	Iteration 95Q: 3 clusters Score -6317908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -6317912.500000 Penalty: 5318.007812
	Iteration 96Q: 3 clusters Score -6317912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -6317911.500000 Penalty: 5318.007812
	Iteration 97Q: 3 clusters Score -6317912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -6317910.000000 Penalty: 5318.007812
	Iteration 98Q: 3 clusters Score -6317910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -6317910.000000 Penalty: 5318.007812
	Iteration 99F: 3 clusters Score -6317910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1237320.250000 Penalty: 2255.570312
	Iteration 0F: 2 clusters Score -1237320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1230326.750000 Penalty: 4511.140625
	Iteration 0F: 3 clusters Score -1230327 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1232277.250000 Penalty: 4511.140625
	Iteration 1F: 3 clusters Score -1232277 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1232558.625000 Penalty: 4511.140625
	Iteration 2F: 3 clusters Score -1232559 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1232749.000000 Penalty: 4511.140625
	Iteration 3F: 3 clusters Score -1232749 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1232870.125000 Penalty: 4511.140625
	Iteration 4Q: 3 clusters Score -1232870 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1232960.125000 Penalty: 4511.140625
	Iteration 5Q: 3 clusters Score -1232960 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1233042.125000 Penalty: 4511.140625
	Iteration 6Q: 3 clusters Score -1233042 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1233122.500000 Penalty: 4511.140625
	Iteration 7Q: 3 clusters Score -1233122 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1233198.625000 Penalty: 4511.140625
	Iteration 8Q: 3 clusters Score -1233199 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1233268.625000 Penalty: 4511.140625
	Iteration 9Q: 3 clusters Score -1233269 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1233356.500000 Penalty: 4511.140625
	Iteration 10Q: 3 clusters Score -1233356 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1233456.250000 Penalty: 4511.140625
	Iteration 11Q: 3 clusters Score -1233456 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1233562.500000 Penalty: 4511.140625
	Iteration 12Q: 3 clusters Score -1233562 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1233691.500000 Penalty: 4511.140625
	Iteration 13Q: 3 clusters Score -1233692 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1233839.375000 Penalty: 4511.140625
	Iteration 14Q: 3 clusters Score -1233839 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1234014.250000 Penalty: 4511.140625
	Iteration 15Q: 3 clusters Score -1234014 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1234210.375000 Penalty: 4511.140625
	Iteration 16Q: 3 clusters Score -1234210 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1234382.750000 Penalty: 4511.140625
	Iteration 17Q: 3 clusters Score -1234383 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1234532.750000 Penalty: 4511.140625
	Iteration 18Q: 3 clusters Score -1234533 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1234682.000000 Penalty: 4511.140625
	Iteration 19Q: 3 clusters Score -1234682 nChanged 170
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: -1234800.250000 Penalty: 4511.140625
	Iteration 20F: 3 clusters Score -1234800 nChanged 170
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: -1234930.500000 Penalty: 4511.140625
	Iteration 21Q: 3 clusters Score -1234930 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1235022.750000 Penalty: 4511.140625
	Iteration 22Q: 3 clusters Score -1235023 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1235083.125000 Penalty: 4511.140625
	Iteration 23Q: 3 clusters Score -1235083 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1235127.250000 Penalty: 4511.140625
	Iteration 24Q: 3 clusters Score -1235127 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1235158.500000 Penalty: 4511.140625
	Iteration 25Q: 3 clusters Score -1235158 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1235190.500000 Penalty: 4511.140625
	Iteration 26Q: 3 clusters Score -1235190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1235217.375000 Penalty: 4511.140625
	Iteration 27Q: 3 clusters Score -1235217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1235246.375000 Penalty: 4511.140625
	Iteration 28Q: 3 clusters Score -1235246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1235269.500000 Penalty: 4511.140625
	Iteration 29Q: 3 clusters Score -1235270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1235288.625000 Penalty: 4511.140625
	Iteration 30Q: 3 clusters Score -1235289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1235294.875000 Penalty: 4511.140625
	Iteration 31Q: 3 clusters Score -1235295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1235304.500000 Penalty: 4511.140625
	Iteration 32Q: 3 clusters Score -1235304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1235313.625000 Penalty: 4511.140625
	Iteration 33Q: 3 clusters Score -1235314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1235316.250000 Penalty: 4511.140625
	Iteration 34Q: 3 clusters Score -1235316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1235319.250000 Penalty: 4511.140625
	Iteration 35Q: 3 clusters Score -1235319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1235320.500000 Penalty: 4511.140625
	Iteration 36Q: 3 clusters Score -1235320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1235320.750000 Penalty: 4511.140625
	Iteration 37Q: 3 clusters Score -1235321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1235319.875000 Penalty: 4511.140625
	Iteration 38Q: 3 clusters Score -1235320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1235322.125000 Penalty: 4511.140625
	Iteration 39Q: 3 clusters Score -1235322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1235322.125000 Penalty: 4511.140625
	Iteration 40F: 3 clusters Score -1235322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (186929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186929 members 
Entering Unmasked Estep 
Score: -25978134.000000 Penalty: 3010.343994
	Iteration 0F: 2 clusters Score -2.597813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93213 members 
Mstep: Class 2 contains 93716 members 
Entering Unmasked Estep 
Score: -25859278.000000 Penalty: 6020.687988
	Iteration 0F: 3 clusters Score -2.585928e+07 nChanged 90164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88811 members 
Mstep: Class 2 contains 98118 members 
Entering Unmasked Estep 
Score: -25911500.000000 Penalty: 6020.687988
	Iteration 1F: 3 clusters Score -2.59115e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85814 members 
Mstep: Class 2 contains 101115 members 
Entering Unmasked Estep 
Score: -25912498.000000 Penalty: 6020.687988
	Iteration 2Q: 3 clusters Score -2.59125e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 105606 members 
Entering Unmasked Estep 
Score: -25913974.000000 Penalty: 6020.687988
	Iteration 3Q: 3 clusters Score -2.591397e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74369 members 
Mstep: Class 2 contains 112560 members 
Entering Unmasked Estep 
Score: -25916702.000000 Penalty: 6020.687988
	Iteration 4Q: 3 clusters Score -2.59167e+07 nChanged 10546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63997 members 
Mstep: Class 2 contains 122932 members 
Entering Unmasked Estep 
Score: -25921854.000000 Penalty: 6020.687988
	Iteration 5F: 3 clusters Score -2.592185e+07 nChanged 14525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 137437 members 
Entering Unmasked Estep 
Score: -25931384.000000 Penalty: 6020.687988
	Iteration 6F: 3 clusters Score -2.593138e+07 nChanged 17750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 155181 members 
Entering Unmasked Estep 
Score: -25946010.000000 Penalty: 6020.687988
	Iteration 7F: 3 clusters Score -2.594601e+07 nChanged 16742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 171923 members 
Entering Unmasked Estep 
Score: -25961524.000000 Penalty: 6020.687988
	Iteration 8F: 3 clusters Score -2.596152e+07 nChanged 10126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 182049 members 
Entering Unmasked Estep 
Score: -25970796.000000 Penalty: 6020.687988
	Iteration 9F: 3 clusters Score -2.59708e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 185693 members 
Entering Unmasked Estep 
Score: -25974130.000000 Penalty: 6020.687988
	Iteration 10Q: 3 clusters Score -2.597413e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 186537 members 
Entering Unmasked Estep 
Score: -25974976.000000 Penalty: 6020.687988
	Iteration 11Q: 3 clusters Score -2.597498e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 186692 members 
Entering Unmasked Estep 
Score: -25975218.000000 Penalty: 6020.687988
	Iteration 12Q: 3 clusters Score -2.597522e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 186718 members 
Entering Unmasked Estep 
Score: -25975306.000000 Penalty: 6020.687988
	Iteration 13Q: 3 clusters Score -2.597531e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 186732 members 
Entering Unmasked Estep 
Score: -25975372.000000 Penalty: 6020.687988
	Iteration 14Q: 3 clusters Score -2.597537e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 186736 members 
Entering Unmasked Estep 
Score: -25975402.000000 Penalty: 6020.687988
	Iteration 15Q: 3 clusters Score -2.59754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 186742 members 
Entering Unmasked Estep 
Score: -25975422.000000 Penalty: 6020.687988
	Iteration 16Q: 3 clusters Score -2.597542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 186744 members 
Entering Unmasked Estep 
Score: -25975440.000000 Penalty: 6020.687988
	Iteration 17Q: 3 clusters Score -2.597544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 186744 members 
Entering Unmasked Estep 
Score: -25975460.000000 Penalty: 6020.687988
	Iteration 18Q: 3 clusters Score -2.597546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 186743 members 
Entering Unmasked Estep 
Score: -25975454.000000 Penalty: 6020.687988
	Iteration 19Q: 3 clusters Score -2.597545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 186743 members 
Entering Unmasked Estep 
Score: -25975466.000000 Penalty: 6020.687988
	Iteration 20F: 3 clusters Score -2.597547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (127798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127798 members 
Entering Unmasked Estep 
Score: -17797956.000000 Penalty: 2916.035156
	Iteration 0F: 2 clusters Score -1.779796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63563 members 
Mstep: Class 2 contains 64235 members 
Entering Unmasked Estep 
Score: -17714360.000000 Penalty: 5832.070312
	Iteration 0F: 3 clusters Score -1.771436e+07 nChanged 60874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57775 members 
Mstep: Class 2 contains 70023 members 
Entering Unmasked Estep 
Score: -17750222.000000 Penalty: 5832.070312
	Iteration 1F: 3 clusters Score -1.775022e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54236 members 
Mstep: Class 2 contains 73562 members 
Entering Unmasked Estep 
Score: -17752718.000000 Penalty: 5832.070312
	Iteration 2Q: 3 clusters Score -1.775272e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 78711 members 
Entering Unmasked Estep 
Score: -17756754.000000 Penalty: 5832.070312
	Iteration 3F: 3 clusters Score -1.775675e+07 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 85487 members 
Entering Unmasked Estep 
Score: -17763188.000000 Penalty: 5832.070312
	Iteration 4F: 3 clusters Score -1.776319e+07 nChanged 10471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 93722 members 
Entering Unmasked Estep 
Score: -17772002.000000 Penalty: 5832.070312
	Iteration 5F: 3 clusters Score -1.7772e+07 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 101368 members 
Entering Unmasked Estep 
Score: -17780806.000000 Penalty: 5832.070312
	Iteration 6F: 3 clusters Score -1.778081e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 106608 members 
Entering Unmasked Estep 
Score: -17787924.000000 Penalty: 5832.070312
	Iteration 7F: 3 clusters Score -1.778792e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 109450 members 
Entering Unmasked Estep 
Score: -17791882.000000 Penalty: 5832.070312
	Iteration 8Q: 3 clusters Score -1.779188e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 111193 members 
Entering Unmasked Estep 
Score: -17793938.000000 Penalty: 5832.070312
	Iteration 9Q: 3 clusters Score -1.779394e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 112507 members 
Entering Unmasked Estep 
Score: -17795182.000000 Penalty: 5832.070312
	Iteration 10Q: 3 clusters Score -1.779518e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 113570 members 
Entering Unmasked Estep 
Score: -17795964.000000 Penalty: 5832.070312
	Iteration 11Q: 3 clusters Score -1.779596e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 114350 members 
Entering Unmasked Estep 
Score: -17796602.000000 Penalty: 5832.070312
	Iteration 12Q: 3 clusters Score -1.77966e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 114910 members 
Entering Unmasked Estep 
Score: -17796850.000000 Penalty: 5832.070312
	Iteration 13Q: 3 clusters Score -1.779685e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 115372 members 
Entering Unmasked Estep 
Score: -17796968.000000 Penalty: 5832.070312
	Iteration 14Q: 3 clusters Score -1.779697e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 115741 members 
Entering Unmasked Estep 
Score: -17797084.000000 Penalty: 5832.070312
	Iteration 15Q: 3 clusters Score -1.779708e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 116042 members 
Entering Unmasked Estep 
Score: -17797184.000000 Penalty: 5832.070312
	Iteration 16Q: 3 clusters Score -1.779718e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 116290 members 
Entering Unmasked Estep 
Score: -17797286.000000 Penalty: 5832.070312
	Iteration 17Q: 3 clusters Score -1.779729e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 116510 members 
Entering Unmasked Estep 
Score: -17797254.000000 Penalty: 5832.070312
	Iteration 18Q: 3 clusters Score -1.779725e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 116706 members 
Entering Unmasked Estep 
Score: -17797228.000000 Penalty: 5832.070312
	Iteration 19Q: 3 clusters Score -1.779723e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 116875 members 
Entering Unmasked Estep 
Score: -17797292.000000 Penalty: 5832.070312
	Iteration 20F: 3 clusters Score -1.779729e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 117020 members 
Entering Unmasked Estep 
Score: -17797312.000000 Penalty: 5832.070312
	Iteration 21Q: 3 clusters Score -1.779731e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 117142 members 
Entering Unmasked Estep 
Score: -17797312.000000 Penalty: 5832.070312
	Iteration 22Q: 3 clusters Score -1.779731e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 117249 members 
Entering Unmasked Estep 
Score: -17797318.000000 Penalty: 5832.070312
	Iteration 23Q: 3 clusters Score -1.779732e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 117361 members 
Entering Unmasked Estep 
Score: -17797290.000000 Penalty: 5832.070312
	Iteration 24Q: 3 clusters Score -1.779729e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 117469 members 
Entering Unmasked Estep 
Score: -17797280.000000 Penalty: 5832.070312
	Iteration 25Q: 3 clusters Score -1.779728e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 117560 members 
Entering Unmasked Estep 
Score: -17797288.000000 Penalty: 5832.070312
	Iteration 26Q: 3 clusters Score -1.779729e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 117644 members 
Entering Unmasked Estep 
Score: -17797262.000000 Penalty: 5832.070312
	Iteration 27Q: 3 clusters Score -1.779726e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 117722 members 
Entering Unmasked Estep 
Score: -17797268.000000 Penalty: 5832.070312
	Iteration 28Q: 3 clusters Score -1.779727e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 117811 members 
Entering Unmasked Estep 
Score: -17797288.000000 Penalty: 5832.070312
	Iteration 29Q: 3 clusters Score -1.779729e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 117887 members 
Entering Unmasked Estep 
Score: -17797264.000000 Penalty: 5832.070312
	Iteration 30Q: 3 clusters Score -1.779726e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 117961 members 
Entering Unmasked Estep 
Score: -17797288.000000 Penalty: 5832.070312
	Iteration 31Q: 3 clusters Score -1.779729e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 118028 members 
Entering Unmasked Estep 
Score: -17797298.000000 Penalty: 5832.070312
	Iteration 32Q: 3 clusters Score -1.77973e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 118091 members 
Entering Unmasked Estep 
Score: -17797298.000000 Penalty: 5832.070312
	Iteration 33Q: 3 clusters Score -1.77973e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 118164 members 
Entering Unmasked Estep 
Score: -17797286.000000 Penalty: 5832.070312
	Iteration 34Q: 3 clusters Score -1.779729e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 118232 members 
Entering Unmasked Estep 
Score: -17797322.000000 Penalty: 5832.070312
	Iteration 35Q: 3 clusters Score -1.779732e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 118290 members 
Entering Unmasked Estep 
Score: -17797324.000000 Penalty: 5832.070312
	Iteration 36Q: 3 clusters Score -1.779732e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 118339 members 
Entering Unmasked Estep 
Score: -17797300.000000 Penalty: 5832.070312
	Iteration 37Q: 3 clusters Score -1.77973e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 118389 members 
Entering Unmasked Estep 
Score: -17797286.000000 Penalty: 5832.070312
	Iteration 38Q: 3 clusters Score -1.779729e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 118428 members 
Entering Unmasked Estep 
Score: -17797296.000000 Penalty: 5832.070312
	Iteration 39Q: 3 clusters Score -1.77973e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 118463 members 
Entering Unmasked Estep 
Score: -17797300.000000 Penalty: 5832.070312
	Iteration 40F: 3 clusters Score -1.77973e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 118503 members 
Entering Unmasked Estep 
Score: -17797314.000000 Penalty: 5832.070312
	Iteration 41Q: 3 clusters Score -1.779731e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 118542 members 
Entering Unmasked Estep 
Score: -17797342.000000 Penalty: 5832.070312
	Iteration 42Q: 3 clusters Score -1.779734e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 118587 members 
Entering Unmasked Estep 
Score: -17797310.000000 Penalty: 5832.070312
	Iteration 43Q: 3 clusters Score -1.779731e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 118617 members 
Entering Unmasked Estep 
Score: -17797346.000000 Penalty: 5832.070312
	Iteration 44Q: 3 clusters Score -1.779735e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 118643 members 
Entering Unmasked Estep 
Score: -17797324.000000 Penalty: 5832.070312
	Iteration 45Q: 3 clusters Score -1.779732e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 118670 members 
Entering Unmasked Estep 
Score: -17797330.000000 Penalty: 5832.070312
	Iteration 46Q: 3 clusters Score -1.779733e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 118693 members 
Entering Unmasked Estep 
Score: -17797322.000000 Penalty: 5832.070312
	Iteration 47Q: 3 clusters Score -1.779732e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 118712 members 
Entering Unmasked Estep 
Score: -17797328.000000 Penalty: 5832.070312
	Iteration 48Q: 3 clusters Score -1.779733e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 118727 members 
Entering Unmasked Estep 
Score: -17797322.000000 Penalty: 5832.070312
	Iteration 49Q: 3 clusters Score -1.779732e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 118742 members 
Entering Unmasked Estep 
Score: -17797346.000000 Penalty: 5832.070312
	Iteration 50Q: 3 clusters Score -1.779735e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 118758 members 
Entering Unmasked Estep 
Score: -17797328.000000 Penalty: 5832.070312
	Iteration 51Q: 3 clusters Score -1.779733e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 118779 members 
Entering Unmasked Estep 
Score: -17797326.000000 Penalty: 5832.070312
	Iteration 52Q: 3 clusters Score -1.779733e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 118797 members 
Entering Unmasked Estep 
Score: -17797336.000000 Penalty: 5832.070312
	Iteration 53Q: 3 clusters Score -1.779734e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 118821 members 
Entering Unmasked Estep 
Score: -17797340.000000 Penalty: 5832.070312
	Iteration 54Q: 3 clusters Score -1.779734e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 118848 members 
Entering Unmasked Estep 
Score: -17797344.000000 Penalty: 5832.070312
	Iteration 55Q: 3 clusters Score -1.779734e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 118882 members 
Entering Unmasked Estep 
Score: -17797318.000000 Penalty: 5832.070312
	Iteration 56Q: 3 clusters Score -1.779732e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 118911 members 
Entering Unmasked Estep 
Score: -17797306.000000 Penalty: 5832.070312
	Iteration 57Q: 3 clusters Score -1.779731e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 118942 members 
Entering Unmasked Estep 
Score: -17797316.000000 Penalty: 5832.070312
	Iteration 58Q: 3 clusters Score -1.779732e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 118965 members 
Entering Unmasked Estep 
Score: -17797326.000000 Penalty: 5832.070312
	Iteration 59Q: 3 clusters Score -1.779733e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 118991 members 
Entering Unmasked Estep 
Score: -17797308.000000 Penalty: 5832.070312
	Iteration 60F: 3 clusters Score -1.779731e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 119018 members 
Entering Unmasked Estep 
Score: -17797300.000000 Penalty: 5832.070312
	Iteration 61Q: 3 clusters Score -1.77973e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 119041 members 
Entering Unmasked Estep 
Score: -17797318.000000 Penalty: 5832.070312
	Iteration 62Q: 3 clusters Score -1.779732e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 119062 members 
Entering Unmasked Estep 
Score: -17797310.000000 Penalty: 5832.070312
	Iteration 63Q: 3 clusters Score -1.779731e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 119085 members 
Entering Unmasked Estep 
Score: -17797308.000000 Penalty: 5832.070312
	Iteration 64Q: 3 clusters Score -1.779731e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 119107 members 
Entering Unmasked Estep 
Score: -17797314.000000 Penalty: 5832.070312
	Iteration 65Q: 3 clusters Score -1.779731e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 119130 members 
Entering Unmasked Estep 
Score: -17797320.000000 Penalty: 5832.070312
	Iteration 66Q: 3 clusters Score -1.779732e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 119145 members 
Entering Unmasked Estep 
Score: -17797320.000000 Penalty: 5832.070312
	Iteration 67Q: 3 clusters Score -1.779732e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 119160 members 
Entering Unmasked Estep 
Score: -17797328.000000 Penalty: 5832.070312
	Iteration 68Q: 3 clusters Score -1.779733e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 119174 members 
Entering Unmasked Estep 
Score: -17797332.000000 Penalty: 5832.070312
	Iteration 69Q: 3 clusters Score -1.779733e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 119196 members 
Entering Unmasked Estep 
Score: -17797344.000000 Penalty: 5832.070312
	Iteration 70Q: 3 clusters Score -1.779734e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 119210 members 
Entering Unmasked Estep 
Score: -17797366.000000 Penalty: 5832.070312
	Iteration 71Q: 3 clusters Score -1.779737e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 119223 members 
Entering Unmasked Estep 
Score: -17797362.000000 Penalty: 5832.070312
	Iteration 72Q: 3 clusters Score -1.779736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 119232 members 
Entering Unmasked Estep 
Score: -17797376.000000 Penalty: 5832.070312
	Iteration 73Q: 3 clusters Score -1.779738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 119239 members 
Entering Unmasked Estep 
Score: -17797370.000000 Penalty: 5832.070312
	Iteration 74Q: 3 clusters Score -1.779737e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 119249 members 
Entering Unmasked Estep 
Score: -17797354.000000 Penalty: 5832.070312
	Iteration 75Q: 3 clusters Score -1.779735e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 119260 members 
Entering Unmasked Estep 
Score: -17797352.000000 Penalty: 5832.070312
	Iteration 76Q: 3 clusters Score -1.779735e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 119273 members 
Entering Unmasked Estep 
Score: -17797360.000000 Penalty: 5832.070312
	Iteration 77Q: 3 clusters Score -1.779736e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 119295 members 
Entering Unmasked Estep 
Score: -17797360.000000 Penalty: 5832.070312
	Iteration 78Q: 3 clusters Score -1.779736e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 119308 members 
Entering Unmasked Estep 
Score: -17797364.000000 Penalty: 5832.070312
	Iteration 79Q: 3 clusters Score -1.779736e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 119331 members 
Entering Unmasked Estep 
Score: -17797366.000000 Penalty: 5832.070312
	Iteration 80F: 3 clusters Score -1.779737e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 119349 members 
Entering Unmasked Estep 
Score: -17797348.000000 Penalty: 5832.070312
	Iteration 81Q: 3 clusters Score -1.779735e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 119368 members 
Entering Unmasked Estep 
Score: -17797360.000000 Penalty: 5832.070312
	Iteration 82Q: 3 clusters Score -1.779736e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 119389 members 
Entering Unmasked Estep 
Score: -17797338.000000 Penalty: 5832.070312
	Iteration 83Q: 3 clusters Score -1.779734e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 119405 members 
Entering Unmasked Estep 
Score: -17797332.000000 Penalty: 5832.070312
	Iteration 84Q: 3 clusters Score -1.779733e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 119422 members 
Entering Unmasked Estep 
Score: -17797346.000000 Penalty: 5832.070312
	Iteration 85Q: 3 clusters Score -1.779735e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 119438 members 
Entering Unmasked Estep 
Score: -17797346.000000 Penalty: 5832.070312
	Iteration 86Q: 3 clusters Score -1.779735e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 119464 members 
Entering Unmasked Estep 
Score: -17797326.000000 Penalty: 5832.070312
	Iteration 87Q: 3 clusters Score -1.779733e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 119491 members 
Entering Unmasked Estep 
Score: -17797326.000000 Penalty: 5832.070312
	Iteration 88Q: 3 clusters Score -1.779733e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 119515 members 
Entering Unmasked Estep 
Score: -17797340.000000 Penalty: 5832.070312
	Iteration 89Q: 3 clusters Score -1.779734e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 119541 members 
Entering Unmasked Estep 
Score: -17797374.000000 Penalty: 5832.070312
	Iteration 90Q: 3 clusters Score -1.779737e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 119567 members 
Entering Unmasked Estep 
Score: -17797370.000000 Penalty: 5832.070312
	Iteration 91Q: 3 clusters Score -1.779737e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 119602 members 
Entering Unmasked Estep 
Score: -17797378.000000 Penalty: 5832.070312
	Iteration 92Q: 3 clusters Score -1.779738e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 119638 members 
Entering Unmasked Estep 
Score: -17797380.000000 Penalty: 5832.070312
	Iteration 93Q: 3 clusters Score -1.779738e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 119665 members 
Entering Unmasked Estep 
Score: -17797370.000000 Penalty: 5832.070312
	Iteration 94Q: 3 clusters Score -1.779737e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 119693 members 
Entering Unmasked Estep 
Score: -17797382.000000 Penalty: 5832.070312
	Iteration 95Q: 3 clusters Score -1.779738e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 119712 members 
Entering Unmasked Estep 
Score: -17797406.000000 Penalty: 5832.070312
	Iteration 96Q: 3 clusters Score -1.779741e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 119729 members 
Entering Unmasked Estep 
Score: -17797410.000000 Penalty: 5832.070312
	Iteration 97Q: 3 clusters Score -1.779741e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 119749 members 
Entering Unmasked Estep 
Score: -17797402.000000 Penalty: 5832.070312
	Iteration 98Q: 3 clusters Score -1.77974e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 119769 members 
Entering Unmasked Estep 
Score: -17797400.000000 Penalty: 5832.070312
	Iteration 99Q: 3 clusters Score -1.77974e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 119786 members 
Entering Unmasked Estep 
Score: -17797404.000000 Penalty: 5832.070312
	Iteration 100F: 3 clusters Score -1.77974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 119798 members 
Entering Unmasked Estep 
Score: -17797412.000000 Penalty: 5832.070312
	Iteration 101Q: 3 clusters Score -1.779741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 119806 members 
Entering Unmasked Estep 
Score: -17797408.000000 Penalty: 5832.070312
	Iteration 102Q: 3 clusters Score -1.779741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 119812 members 
Entering Unmasked Estep 
Score: -17797384.000000 Penalty: 5832.070312
	Iteration 103Q: 3 clusters Score -1.779738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 119822 members 
Entering Unmasked Estep 
Score: -17797378.000000 Penalty: 5832.070312
	Iteration 104Q: 3 clusters Score -1.779738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 119829 members 
Entering Unmasked Estep 
Score: -17797388.000000 Penalty: 5832.070312
	Iteration 105Q: 3 clusters Score -1.779739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 119833 members 
Entering Unmasked Estep 
Score: -17797380.000000 Penalty: 5832.070312
	Iteration 106Q: 3 clusters Score -1.779738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 119836 members 
Entering Unmasked Estep 
Score: -17797390.000000 Penalty: 5832.070312
	Iteration 107Q: 3 clusters Score -1.779739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 119838 members 
Entering Unmasked Estep 
Score: -17797382.000000 Penalty: 5832.070312
	Iteration 108Q: 3 clusters Score -1.779738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 119840 members 
Entering Unmasked Estep 
Score: -17797386.000000 Penalty: 5832.070312
	Iteration 109Q: 3 clusters Score -1.779739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 119840 members 
Entering Unmasked Estep 
Score: -17797386.000000 Penalty: 5832.070312
	Iteration 110F: 3 clusters Score -1.779739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Entering Unmasked Estep 
Score: -435635.875000 Penalty: 2002.667358
	Iteration 0F: 2 clusters Score -435635.9 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 1632 members 
Entering Unmasked Estep 
Score: -432220.250000 Penalty: 4005.334717
	Iteration 0F: 3 clusters Score -432220.2 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -432924.843750 Penalty: 4005.334717
	Iteration 1F: 3 clusters Score -432924.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -433116.687500 Penalty: 4005.334717
	Iteration 2F: 3 clusters Score -433116.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -433270.250000 Penalty: 4005.334717
	Iteration 3F: 3 clusters Score -433270.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -433381.375000 Penalty: 4005.334717
	Iteration 4Q: 3 clusters Score -433381.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -433488.937500 Penalty: 4005.334717
	Iteration 5Q: 3 clusters Score -433488.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -433583.343750 Penalty: 4005.334717
	Iteration 6Q: 3 clusters Score -433583.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -433688.406250 Penalty: 4005.334717
	Iteration 7Q: 3 clusters Score -433688.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -433808.968750 Penalty: 4005.334717
	Iteration 8Q: 3 clusters Score -433809 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -433948.093750 Penalty: 4005.334717
	Iteration 9Q: 3 clusters Score -433948.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -434108.343750 Penalty: 4005.334717
	Iteration 10Q: 3 clusters Score -434108.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -434265.593750 Penalty: 4005.334717
	Iteration 11Q: 3 clusters Score -434265.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -434411.500000 Penalty: 4005.334717
	Iteration 12Q: 3 clusters Score -434411.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -434509.562500 Penalty: 4005.334717
	Iteration 13Q: 3 clusters Score -434509.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -434567.312500 Penalty: 4005.334717
	Iteration 14Q: 3 clusters Score -434567.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -434594.781250 Penalty: 4005.334717
	Iteration 15Q: 3 clusters Score -434594.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -434614.656250 Penalty: 4005.334717
	Iteration 16Q: 3 clusters Score -434614.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -434627.125000 Penalty: 4005.334717
	Iteration 17Q: 3 clusters Score -434627.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -434635.000000 Penalty: 4005.334717
	Iteration 18Q: 3 clusters Score -434635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -434639.718750 Penalty: 4005.334717
	Iteration 19Q: 3 clusters Score -434639.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -434642.156250 Penalty: 4005.334717
	Iteration 20F: 3 clusters Score -434642.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -434643.625000 Penalty: 4005.334717
	Iteration 21Q: 3 clusters Score -434643.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -434644.031250 Penalty: 4005.334717
	Iteration 22Q: 3 clusters Score -434644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -434644.593750 Penalty: 4005.334717
	Iteration 23Q: 3 clusters Score -434644.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -434644.593750 Penalty: 4005.334717
	Iteration 24F: 3 clusters Score -434644.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Entering Unmasked Estep 
Score: -3767192.750000 Penalty: 2539.049072
	Iteration 0F: 2 clusters Score -3767193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -3748044.750000 Penalty: 5078.098145
	Iteration 0F: 3 clusters Score -3748045 nChanged 12470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -3755103.750000 Penalty: 5078.098145
	Iteration 1F: 3 clusters Score -3755104 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -3755975.750000 Penalty: 5078.098145
	Iteration 2F: 3 clusters Score -3755976 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -3756827.750000 Penalty: 5078.098145
	Iteration 3F: 3 clusters Score -3756828 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3757599.750000 Penalty: 5078.098145
	Iteration 4F: 3 clusters Score -3757600 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -3758285.000000 Penalty: 5078.098145
	Iteration 5F: 3 clusters Score -3758285 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -3758934.500000 Penalty: 5078.098145
	Iteration 6Q: 3 clusters Score -3758934 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -3759514.250000 Penalty: 5078.098145
	Iteration 7Q: 3 clusters Score -3759514 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -3759989.750000 Penalty: 5078.098145
	Iteration 8Q: 3 clusters Score -3759990 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -3760390.500000 Penalty: 5078.098145
	Iteration 9Q: 3 clusters Score -3760390 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -3760779.000000 Penalty: 5078.098145
	Iteration 10Q: 3 clusters Score -3760779 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -3761174.500000 Penalty: 5078.098145
	Iteration 11Q: 3 clusters Score -3761174 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -3761589.250000 Penalty: 5078.098145
	Iteration 12Q: 3 clusters Score -3761589 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -3761958.750000 Penalty: 5078.098145
	Iteration 13Q: 3 clusters Score -3761959 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -3762340.750000 Penalty: 5078.098145
	Iteration 14Q: 3 clusters Score -3762341 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -3762753.250000 Penalty: 5078.098145
	Iteration 15Q: 3 clusters Score -3762753 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -3763145.750000 Penalty: 5078.098145
	Iteration 16Q: 3 clusters Score -3763146 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -3763536.250000 Penalty: 5078.098145
	Iteration 17Q: 3 clusters Score -3763536 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -3763954.750000 Penalty: 5078.098145
	Iteration 18Q: 3 clusters Score -3763955 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -3764389.750000 Penalty: 5078.098145
	Iteration 19Q: 3 clusters Score -3764390 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -3764887.500000 Penalty: 5078.098145
	Iteration 20F: 3 clusters Score -3764888 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -3765378.250000 Penalty: 5078.098145
	Iteration 21Q: 3 clusters Score -3765378 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -3765785.000000 Penalty: 5078.098145
	Iteration 22Q: 3 clusters Score -3765785 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -3766075.250000 Penalty: 5078.098145
	Iteration 23Q: 3 clusters Score -3766075 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -3766238.750000 Penalty: 5078.098145
	Iteration 24Q: 3 clusters Score -3766239 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -3766331.250000 Penalty: 5078.098145
	Iteration 25Q: 3 clusters Score -3766331 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -3766402.750000 Penalty: 5078.098145
	Iteration 26Q: 3 clusters Score -3766403 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -3766438.250000 Penalty: 5078.098145
	Iteration 27Q: 3 clusters Score -3766438 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -3766455.750000 Penalty: 5078.098145
	Iteration 28Q: 3 clusters Score -3766456 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -3766477.500000 Penalty: 5078.098145
	Iteration 29Q: 3 clusters Score -3766478 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -3766490.250000 Penalty: 5078.098145
	Iteration 30Q: 3 clusters Score -3766490 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -3766500.250000 Penalty: 5078.098145
	Iteration 31Q: 3 clusters Score -3766500 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -3766514.500000 Penalty: 5078.098145
	Iteration 32Q: 3 clusters Score -3766514 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -3766541.000000 Penalty: 5078.098145
	Iteration 33Q: 3 clusters Score -3766541 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -3766538.750000 Penalty: 5078.098145
	Iteration 34Q: 3 clusters Score -3766539 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -3766542.750000 Penalty: 5078.098145
	Iteration 35Q: 3 clusters Score -3766543 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -3766554.250000 Penalty: 5078.098145
	Iteration 36Q: 3 clusters Score -3766554 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -3766563.000000 Penalty: 5078.098145
	Iteration 37Q: 3 clusters Score -3766563 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -3766581.750000 Penalty: 5078.098145
	Iteration 38Q: 3 clusters Score -3766582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3766577.250000 Penalty: 5078.098145
	Iteration 39Q: 3 clusters Score -3766577 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -3766589.750000 Penalty: 5078.098145
	Iteration 40F: 3 clusters Score -3766590 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -3766601.500000 Penalty: 5078.098145
	Iteration 41Q: 3 clusters Score -3766602 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -3766605.500000 Penalty: 5078.098145
	Iteration 42Q: 3 clusters Score -3766606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -3766606.000000 Penalty: 5078.098145
	Iteration 43Q: 3 clusters Score -3766606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -3766614.250000 Penalty: 5078.098145
	Iteration 44Q: 3 clusters Score -3766614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -3766618.750000 Penalty: 5078.098145
	Iteration 45Q: 3 clusters Score -3766619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -3766616.500000 Penalty: 5078.098145
	Iteration 46Q: 3 clusters Score -3766616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -3766613.250000 Penalty: 5078.098145
	Iteration 47Q: 3 clusters Score -3766613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -3766613.000000 Penalty: 5078.098145
	Iteration 48Q: 3 clusters Score -3766613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -3766620.500000 Penalty: 5078.098145
	Iteration 49Q: 3 clusters Score -3766620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -3766616.250000 Penalty: 5078.098145
	Iteration 50Q: 3 clusters Score -3766616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -3766619.750000 Penalty: 5078.098145
	Iteration 51Q: 3 clusters Score -3766620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -3766618.250000 Penalty: 5078.098145
	Iteration 52Q: 3 clusters Score -3766618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -3766617.000000 Penalty: 5078.098145
	Iteration 53Q: 3 clusters Score -3766617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -3766613.250000 Penalty: 5078.098145
	Iteration 54Q: 3 clusters Score -3766613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -3766614.750000 Penalty: 5078.098145
	Iteration 55Q: 3 clusters Score -3766615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -3766617.500000 Penalty: 5078.098145
	Iteration 56Q: 3 clusters Score -3766618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -3766626.250000 Penalty: 5078.098145
	Iteration 57Q: 3 clusters Score -3766626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -3766632.000000 Penalty: 5078.098145
	Iteration 58Q: 3 clusters Score -3766632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -3766636.250000 Penalty: 5078.098145
	Iteration 59Q: 3 clusters Score -3766636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -3766638.250000 Penalty: 5078.098145
	Iteration 60F: 3 clusters Score -3766638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -3766643.250000 Penalty: 5078.098145
	Iteration 61Q: 3 clusters Score -3766643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -3766638.500000 Penalty: 5078.098145
	Iteration 62Q: 3 clusters Score -3766638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -3766641.250000 Penalty: 5078.098145
	Iteration 63Q: 3 clusters Score -3766641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -3766636.750000 Penalty: 5078.098145
	Iteration 64Q: 3 clusters Score -3766637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -3766638.500000 Penalty: 5078.098145
	Iteration 65Q: 3 clusters Score -3766638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -3766648.500000 Penalty: 5078.098145
	Iteration 66Q: 3 clusters Score -3766648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -3766640.750000 Penalty: 5078.098145
	Iteration 67Q: 3 clusters Score -3766641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -3766649.000000 Penalty: 5078.098145
	Iteration 68Q: 3 clusters Score -3766649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -3766656.250000 Penalty: 5078.098145
	Iteration 69Q: 3 clusters Score -3766656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3766663.750000 Penalty: 5078.098145
	Iteration 70Q: 3 clusters Score -3766664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -3766668.750000 Penalty: 5078.098145
	Iteration 71Q: 3 clusters Score -3766669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -3766670.500000 Penalty: 5078.098145
	Iteration 72Q: 3 clusters Score -3766670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -3766668.000000 Penalty: 5078.098145
	Iteration 73Q: 3 clusters Score -3766668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -3766665.750000 Penalty: 5078.098145
	Iteration 74Q: 3 clusters Score -3766666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -3766669.250000 Penalty: 5078.098145
	Iteration 75Q: 3 clusters Score -3766669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -3766672.500000 Penalty: 5078.098145
	Iteration 76Q: 3 clusters Score -3766672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -3766670.250000 Penalty: 5078.098145
	Iteration 77Q: 3 clusters Score -3766670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3766675.250000 Penalty: 5078.098145
	Iteration 78Q: 3 clusters Score -3766675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -3766684.000000 Penalty: 5078.098145
	Iteration 79Q: 3 clusters Score -3766684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -3766683.000000 Penalty: 5078.098145
	Iteration 80F: 3 clusters Score -3766683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -3766684.750000 Penalty: 5078.098145
	Iteration 81Q: 3 clusters Score -3766685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -3766684.750000 Penalty: 5078.098145
	Iteration 82Q: 3 clusters Score -3766685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -3766686.250000 Penalty: 5078.098145
	Iteration 83Q: 3 clusters Score -3766686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -3766689.500000 Penalty: 5078.098145
	Iteration 84Q: 3 clusters Score -3766690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -3766687.250000 Penalty: 5078.098145
	Iteration 85Q: 3 clusters Score -3766687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -3766687.250000 Penalty: 5078.098145
	Iteration 86F: 3 clusters Score -3766687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -395361.781250 Penalty: 1977.598877
	Iteration 0F: 2 clusters Score -395361.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -392188.656250 Penalty: 3955.197754
	Iteration 0F: 3 clusters Score -392188.7 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -392861.375000 Penalty: 3955.197754
	Iteration 1F: 3 clusters Score -392861.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -393004.968750 Penalty: 3955.197754
	Iteration 2F: 3 clusters Score -393005 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -393082.531250 Penalty: 3955.197754
	Iteration 3Q: 3 clusters Score -393082.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -393125.968750 Penalty: 3955.197754
	Iteration 4Q: 3 clusters Score -393126 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -393170.968750 Penalty: 3955.197754
	Iteration 5Q: 3 clusters Score -393171 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -393202.093750 Penalty: 3955.197754
	Iteration 6Q: 3 clusters Score -393202.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -393225.375000 Penalty: 3955.197754
	Iteration 7Q: 3 clusters Score -393225.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -393240.468750 Penalty: 3955.197754
	Iteration 8Q: 3 clusters Score -393240.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -393252.531250 Penalty: 3955.197754
	Iteration 9Q: 3 clusters Score -393252.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -393261.000000 Penalty: 3955.197754
	Iteration 10Q: 3 clusters Score -393261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -393276.500000 Penalty: 3955.197754
	Iteration 11Q: 3 clusters Score -393276.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -393289.687500 Penalty: 3955.197754
	Iteration 12Q: 3 clusters Score -393289.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -393300.781250 Penalty: 3955.197754
	Iteration 13Q: 3 clusters Score -393300.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -393310.968750 Penalty: 3955.197754
	Iteration 14Q: 3 clusters Score -393311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -393317.125000 Penalty: 3955.197754
	Iteration 15Q: 3 clusters Score -393317.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -393324.781250 Penalty: 3955.197754
	Iteration 16Q: 3 clusters Score -393324.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -393332.718750 Penalty: 3955.197754
	Iteration 17Q: 3 clusters Score -393332.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -393346.312500 Penalty: 3955.197754
	Iteration 18Q: 3 clusters Score -393346.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -393356.437500 Penalty: 3955.197754
	Iteration 19Q: 3 clusters Score -393356.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -393364.031250 Penalty: 3955.197754
	Iteration 20F: 3 clusters Score -393364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -393366.406250 Penalty: 3955.197754
	Iteration 21Q: 3 clusters Score -393366.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -393371.781250 Penalty: 3955.197754
	Iteration 22Q: 3 clusters Score -393371.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -393378.062500 Penalty: 3955.197754
	Iteration 23Q: 3 clusters Score -393378.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -393383.312500 Penalty: 3955.197754
	Iteration 24Q: 3 clusters Score -393383.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -393388.031250 Penalty: 3955.197754
	Iteration 25Q: 3 clusters Score -393388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -393391.843750 Penalty: 3955.197754
	Iteration 26Q: 3 clusters Score -393391.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -393393.781250 Penalty: 3955.197754
	Iteration 27Q: 3 clusters Score -393393.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -393395.718750 Penalty: 3955.197754
	Iteration 28Q: 3 clusters Score -393395.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -393396.937500 Penalty: 3955.197754
	Iteration 29Q: 3 clusters Score -393396.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -393398.312500 Penalty: 3955.197754
	Iteration 30Q: 3 clusters Score -393398.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -393399.187500 Penalty: 3955.197754
	Iteration 31Q: 3 clusters Score -393399.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -393400.187500 Penalty: 3955.197754
	Iteration 32Q: 3 clusters Score -393400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -393400.875000 Penalty: 3955.197754
	Iteration 33Q: 3 clusters Score -393400.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -393402.125000 Penalty: 3955.197754
	Iteration 34Q: 3 clusters Score -393402.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -393402.125000 Penalty: 3955.197754
	Iteration 35F: 3 clusters Score -393402.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Entering Unmasked Estep 
Score: -919074.625000 Penalty: 2192.032715
	Iteration 0F: 2 clusters Score -919074.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -913429.625000 Penalty: 4384.065430
	Iteration 0F: 3 clusters Score -913429.6 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -915151.000000 Penalty: 4384.065430
	Iteration 1F: 3 clusters Score -915151 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -915688.125000 Penalty: 4384.065430
	Iteration 2F: 3 clusters Score -915688.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -916323.500000 Penalty: 4384.065430
	Iteration 3F: 3 clusters Score -916323.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -917004.687500 Penalty: 4384.065430
	Iteration 4F: 3 clusters Score -917004.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -917678.187500 Penalty: 4384.065430
	Iteration 5F: 3 clusters Score -917678.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -918243.625000 Penalty: 4384.065430
	Iteration 6F: 3 clusters Score -918243.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -918563.875000 Penalty: 4384.065430
	Iteration 7Q: 3 clusters Score -918563.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -918726.437500 Penalty: 4384.065430
	Iteration 8Q: 3 clusters Score -918726.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -918818.250000 Penalty: 4384.065430
	Iteration 9Q: 3 clusters Score -918818.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -918870.000000 Penalty: 4384.065430
	Iteration 10Q: 3 clusters Score -918870 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -918892.250000 Penalty: 4384.065430
	Iteration 11Q: 3 clusters Score -918892.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -918904.875000 Penalty: 4384.065430
	Iteration 12Q: 3 clusters Score -918904.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -918918.750000 Penalty: 4384.065430
	Iteration 13Q: 3 clusters Score -918918.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -918929.437500 Penalty: 4384.065430
	Iteration 14Q: 3 clusters Score -918929.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -918935.750000 Penalty: 4384.065430
	Iteration 15Q: 3 clusters Score -918935.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -918940.000000 Penalty: 4384.065430
	Iteration 16Q: 3 clusters Score -918940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -918943.562500 Penalty: 4384.065430
	Iteration 17Q: 3 clusters Score -918943.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -918949.625000 Penalty: 4384.065430
	Iteration 18Q: 3 clusters Score -918949.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -918952.125000 Penalty: 4384.065430
	Iteration 19Q: 3 clusters Score -918952.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -918954.375000 Penalty: 4384.065430
	Iteration 20F: 3 clusters Score -918954.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -918956.500000 Penalty: 4384.065430
	Iteration 21Q: 3 clusters Score -918956.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -918957.875000 Penalty: 4384.065430
	Iteration 22Q: 3 clusters Score -918957.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -918957.000000 Penalty: 4384.065430
	Iteration 23Q: 3 clusters Score -918957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -918957.937500 Penalty: 4384.065430
	Iteration 24Q: 3 clusters Score -918957.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -918957.812500 Penalty: 4384.065430
	Iteration 25Q: 3 clusters Score -918957.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -918958.625000 Penalty: 4384.065430
	Iteration 26Q: 3 clusters Score -918958.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -918958.625000 Penalty: 4384.065430
	Iteration 27F: 3 clusters Score -918958.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -44965.480469 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -44965.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43654.535156 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -43654.54 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43779.957031 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -43779.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43838.089844 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -43838.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -43853.097656 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -43853.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43859.832031 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -43859.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43859.832031 Penalty: 2918.127930
	Iteration 5F: 3 clusters Score -43859.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (55527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55527 members 
Entering Unmasked Estep 
Score: -7801096.000000 Penalty: 2709.306885
	Iteration 0F: 2 clusters Score -7801096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -7763939.000000 Penalty: 5418.613770
	Iteration 0F: 3 clusters Score -7763939 nChanged 25730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -7778216.500000 Penalty: 5418.613770
	Iteration 1F: 3 clusters Score -7778216 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -7779063.000000 Penalty: 5418.613770
	Iteration 2Q: 3 clusters Score -7779063 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -7780075.000000 Penalty: 5418.613770
	Iteration 3Q: 3 clusters Score -7780075 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -7781702.000000 Penalty: 5418.613770
	Iteration 4F: 3 clusters Score -7781702 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -7784240.000000 Penalty: 5418.613770
	Iteration 5F: 3 clusters Score -7784240 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -7788009.500000 Penalty: 5418.613770
	Iteration 6F: 3 clusters Score -7788010 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -7792189.000000 Penalty: 5418.613770
	Iteration 7F: 3 clusters Score -7792189 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -7795535.000000 Penalty: 5418.613770
	Iteration 8F: 3 clusters Score -7795535 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51600 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -7797615.000000 Penalty: 5418.613770
	Iteration 9Q: 3 clusters Score -7797615 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52458 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -7798684.500000 Penalty: 5418.613770
	Iteration 10Q: 3 clusters Score -7798684 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -7799145.500000 Penalty: 5418.613770
	Iteration 11Q: 3 clusters Score -7799146 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -7799339.000000 Penalty: 5418.613770
	Iteration 12Q: 3 clusters Score -7799339 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53247 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -7799461.500000 Penalty: 5418.613770
	Iteration 13Q: 3 clusters Score -7799462 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53375 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -7799525.000000 Penalty: 5418.613770
	Iteration 14Q: 3 clusters Score -7799525 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -7799571.000000 Penalty: 5418.613770
	Iteration 15Q: 3 clusters Score -7799571 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -7799582.500000 Penalty: 5418.613770
	Iteration 16Q: 3 clusters Score -7799582 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53604 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -7799599.000000 Penalty: 5418.613770
	Iteration 17Q: 3 clusters Score -7799599 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53656 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -7799612.500000 Penalty: 5418.613770
	Iteration 18Q: 3 clusters Score -7799612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53694 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -7799625.000000 Penalty: 5418.613770
	Iteration 19Q: 3 clusters Score -7799625 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53725 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -7799616.500000 Penalty: 5418.613770
	Iteration 20F: 3 clusters Score -7799616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -7799621.000000 Penalty: 5418.613770
	Iteration 21Q: 3 clusters Score -7799621 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -7799628.500000 Penalty: 5418.613770
	Iteration 22Q: 3 clusters Score -7799628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53808 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -7799637.500000 Penalty: 5418.613770
	Iteration 23Q: 3 clusters Score -7799638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53831 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -7799650.500000 Penalty: 5418.613770
	Iteration 24Q: 3 clusters Score -7799650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -7799649.500000 Penalty: 5418.613770
	Iteration 25Q: 3 clusters Score -7799650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -7799648.500000 Penalty: 5418.613770
	Iteration 26Q: 3 clusters Score -7799648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7799660.500000 Penalty: 5418.613770
	Iteration 27Q: 3 clusters Score -7799660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53909 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -7799665.000000 Penalty: 5418.613770
	Iteration 28Q: 3 clusters Score -7799665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53923 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -7799663.000000 Penalty: 5418.613770
	Iteration 29Q: 3 clusters Score -7799663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53931 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7799676.500000 Penalty: 5418.613770
	Iteration 30Q: 3 clusters Score -7799676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53941 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -7799677.500000 Penalty: 5418.613770
	Iteration 31Q: 3 clusters Score -7799678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53948 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7799668.500000 Penalty: 5418.613770
	Iteration 32Q: 3 clusters Score -7799668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53958 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -7799680.000000 Penalty: 5418.613770
	Iteration 33Q: 3 clusters Score -7799680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7799688.500000 Penalty: 5418.613770
	Iteration 34Q: 3 clusters Score -7799688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -7799697.500000 Penalty: 5418.613770
	Iteration 35Q: 3 clusters Score -7799698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54011 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -7799705.000000 Penalty: 5418.613770
	Iteration 36Q: 3 clusters Score -7799705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54034 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -7799714.500000 Penalty: 5418.613770
	Iteration 37Q: 3 clusters Score -7799714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7799713.500000 Penalty: 5418.613770
	Iteration 38Q: 3 clusters Score -7799714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -7799720.500000 Penalty: 5418.613770
	Iteration 39Q: 3 clusters Score -7799720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54073 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -7799722.000000 Penalty: 5418.613770
	Iteration 40F: 3 clusters Score -7799722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54078 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -7799714.000000 Penalty: 5418.613770
	Iteration 41Q: 3 clusters Score -7799714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7799722.000000 Penalty: 5418.613770
	Iteration 42Q: 3 clusters Score -7799722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54084 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -7799720.500000 Penalty: 5418.613770
	Iteration 43Q: 3 clusters Score -7799720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54088 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -7799723.000000 Penalty: 5418.613770
	Iteration 44Q: 3 clusters Score -7799723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54094 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -7799723.000000 Penalty: 5418.613770
	Iteration 45Q: 3 clusters Score -7799723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54096 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -7799719.000000 Penalty: 5418.613770
	Iteration 46Q: 3 clusters Score -7799719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -7799725.000000 Penalty: 5418.613770
	Iteration 47Q: 3 clusters Score -7799725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54103 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -7799729.500000 Penalty: 5418.613770
	Iteration 48Q: 3 clusters Score -7799730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7799724.500000 Penalty: 5418.613770
	Iteration 49Q: 3 clusters Score -7799724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -7799724.000000 Penalty: 5418.613770
	Iteration 50Q: 3 clusters Score -7799724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -7799726.500000 Penalty: 5418.613770
	Iteration 51Q: 3 clusters Score -7799726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54118 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -7799725.000000 Penalty: 5418.613770
	Iteration 52Q: 3 clusters Score -7799725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54120 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -7799729.500000 Penalty: 5418.613770
	Iteration 53Q: 3 clusters Score -7799730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -7799737.000000 Penalty: 5418.613770
	Iteration 54Q: 3 clusters Score -7799737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -7799729.000000 Penalty: 5418.613770
	Iteration 55Q: 3 clusters Score -7799729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -7799726.500000 Penalty: 5418.613770
	Iteration 56Q: 3 clusters Score -7799726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54133 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -7799732.000000 Penalty: 5418.613770
	Iteration 57Q: 3 clusters Score -7799732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -7799732.000000 Penalty: 5418.613770
	Iteration 58Q: 3 clusters Score -7799732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54145 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7799722.000000 Penalty: 5418.613770
	Iteration 59Q: 3 clusters Score -7799722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -7799723.500000 Penalty: 5418.613770
	Iteration 60F: 3 clusters Score -7799724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54155 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -7799737.000000 Penalty: 5418.613770
	Iteration 61Q: 3 clusters Score -7799737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54155 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -7799737.500000 Penalty: 5418.613770
	Iteration 62Q: 3 clusters Score -7799738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54156 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7799737.500000 Penalty: 5418.613770
	Iteration 63Q: 3 clusters Score -7799738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54155 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -7799735.500000 Penalty: 5418.613770
	Iteration 64Q: 3 clusters Score -7799736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54156 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7799737.000000 Penalty: 5418.613770
	Iteration 65Q: 3 clusters Score -7799737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54156 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7799737.000000 Penalty: 5418.613770
	Iteration 66F: 3 clusters Score -7799737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Entering Unmasked Estep 
Score: -2396066.750000 Penalty: 2422.977295
	Iteration 0F: 2 clusters Score -2396067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2383633.750000 Penalty: 4845.954590
	Iteration 0F: 3 clusters Score -2383634 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2387792.500000 Penalty: 4845.954590
	Iteration 1F: 3 clusters Score -2387792 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2388388.250000 Penalty: 4845.954590
	Iteration 2F: 3 clusters Score -2388388 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2389076.750000 Penalty: 4845.954590
	Iteration 3F: 3 clusters Score -2389077 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2389830.750000 Penalty: 4845.954590
	Iteration 4F: 3 clusters Score -2389831 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2390780.500000 Penalty: 4845.954590
	Iteration 5F: 3 clusters Score -2390780 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2391818.000000 Penalty: 4845.954590
	Iteration 6F: 3 clusters Score -2391818 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2392874.250000 Penalty: 4845.954590
	Iteration 7F: 3 clusters Score -2392874 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2393721.500000 Penalty: 4845.954590
	Iteration 8F: 3 clusters Score -2393722 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2394240.000000 Penalty: 4845.954590
	Iteration 9Q: 3 clusters Score -2394240 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2394496.500000 Penalty: 4845.954590
	Iteration 10Q: 3 clusters Score -2394496 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2394637.750000 Penalty: 4845.954590
	Iteration 11Q: 3 clusters Score -2394638 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2394714.750000 Penalty: 4845.954590
	Iteration 12Q: 3 clusters Score -2394715 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2394771.500000 Penalty: 4845.954590
	Iteration 13Q: 3 clusters Score -2394772 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2394818.250000 Penalty: 4845.954590
	Iteration 14Q: 3 clusters Score -2394818 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2394856.750000 Penalty: 4845.954590
	Iteration 15Q: 3 clusters Score -2394857 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2394888.500000 Penalty: 4845.954590
	Iteration 16Q: 3 clusters Score -2394888 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2394921.250000 Penalty: 4845.954590
	Iteration 17Q: 3 clusters Score -2394921 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2394942.500000 Penalty: 4845.954590
	Iteration 18Q: 3 clusters Score -2394942 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2394961.000000 Penalty: 4845.954590
	Iteration 19Q: 3 clusters Score -2394961 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2394972.250000 Penalty: 4845.954590
	Iteration 20F: 3 clusters Score -2394972 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2394983.250000 Penalty: 4845.954590
	Iteration 21Q: 3 clusters Score -2394983 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2394985.000000 Penalty: 4845.954590
	Iteration 22Q: 3 clusters Score -2394985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2394995.000000 Penalty: 4845.954590
	Iteration 23Q: 3 clusters Score -2394995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2394996.750000 Penalty: 4845.954590
	Iteration 24Q: 3 clusters Score -2394997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2394998.750000 Penalty: 4845.954590
	Iteration 25Q: 3 clusters Score -2394999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2394996.250000 Penalty: 4845.954590
	Iteration 26Q: 3 clusters Score -2394996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2394999.000000 Penalty: 4845.954590
	Iteration 27Q: 3 clusters Score -2394999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2395003.000000 Penalty: 4845.954590
	Iteration 28Q: 3 clusters Score -2395003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2395002.750000 Penalty: 4845.954590
	Iteration 29Q: 3 clusters Score -2395003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2394999.750000 Penalty: 4845.954590
	Iteration 30Q: 3 clusters Score -2395000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2394998.250000 Penalty: 4845.954590
	Iteration 31Q: 3 clusters Score -2394998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2395002.500000 Penalty: 4845.954590
	Iteration 32Q: 3 clusters Score -2395002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2395003.000000 Penalty: 4845.954590
	Iteration 33Q: 3 clusters Score -2395003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2395004.750000 Penalty: 4845.954590
	Iteration 34Q: 3 clusters Score -2395005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2395006.750000 Penalty: 4845.954590
	Iteration 35Q: 3 clusters Score -2395007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2395005.500000 Penalty: 4845.954590
	Iteration 36Q: 3 clusters Score -2395006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2395004.750000 Penalty: 4845.954590
	Iteration 37Q: 3 clusters Score -2395005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2395009.250000 Penalty: 4845.954590
	Iteration 38Q: 3 clusters Score -2395009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2395003.750000 Penalty: 4845.954590
	Iteration 39Q: 3 clusters Score -2395004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2395007.000000 Penalty: 4845.954590
	Iteration 40F: 3 clusters Score -2395007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2395009.250000 Penalty: 4845.954590
	Iteration 41Q: 3 clusters Score -2395009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2395010.500000 Penalty: 4845.954590
	Iteration 42Q: 3 clusters Score -2395010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2395010.750000 Penalty: 4845.954590
	Iteration 43Q: 3 clusters Score -2395011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2395012.000000 Penalty: 4845.954590
	Iteration 44Q: 3 clusters Score -2395012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2395009.750000 Penalty: 4845.954590
	Iteration 45Q: 3 clusters Score -2395010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2395010.750000 Penalty: 4845.954590
	Iteration 46Q: 3 clusters Score -2395011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2395008.500000 Penalty: 4845.954590
	Iteration 47Q: 3 clusters Score -2395008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2395008.500000 Penalty: 4845.954590
	Iteration 48F: 3 clusters Score -2395008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Entering Unmasked Estep 
Score: -1667519.875000 Penalty: 2340.316162
	Iteration 0F: 2 clusters Score -1667520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1658356.500000 Penalty: 4680.632324
	Iteration 0F: 3 clusters Score -1658356 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1661120.000000 Penalty: 4680.632324
	Iteration 1F: 3 clusters Score -1661120 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1661452.000000 Penalty: 4680.632324
	Iteration 2F: 3 clusters Score -1661452 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1661672.500000 Penalty: 4680.632324
	Iteration 3Q: 3 clusters Score -1661672 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1661882.125000 Penalty: 4680.632324
	Iteration 4Q: 3 clusters Score -1661882 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1662072.625000 Penalty: 4680.632324
	Iteration 5Q: 3 clusters Score -1662073 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1662258.375000 Penalty: 4680.632324
	Iteration 6Q: 3 clusters Score -1662258 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1662457.250000 Penalty: 4680.632324
	Iteration 7Q: 3 clusters Score -1662457 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1662685.375000 Penalty: 4680.632324
	Iteration 8Q: 3 clusters Score -1662685 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1662933.125000 Penalty: 4680.632324
	Iteration 9Q: 3 clusters Score -1662933 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1663187.500000 Penalty: 4680.632324
	Iteration 10Q: 3 clusters Score -1663188 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1663505.375000 Penalty: 4680.632324
	Iteration 11Q: 3 clusters Score -1663505 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1663823.500000 Penalty: 4680.632324
	Iteration 12Q: 3 clusters Score -1663824 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1664144.000000 Penalty: 4680.632324
	Iteration 13Q: 3 clusters Score -1664144 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1664470.750000 Penalty: 4680.632324
	Iteration 14Q: 3 clusters Score -1664471 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1664780.250000 Penalty: 4680.632324
	Iteration 15Q: 3 clusters Score -1664780 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1665029.375000 Penalty: 4680.632324
	Iteration 16Q: 3 clusters Score -1665029 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1665235.625000 Penalty: 4680.632324
	Iteration 17Q: 3 clusters Score -1665236 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1665400.000000 Penalty: 4680.632324
	Iteration 18Q: 3 clusters Score -1665400 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1665545.375000 Penalty: 4680.632324
	Iteration 19Q: 3 clusters Score -1665545 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1665647.000000 Penalty: 4680.632324
	Iteration 20F: 3 clusters Score -1665647 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1665755.375000 Penalty: 4680.632324
	Iteration 21Q: 3 clusters Score -1665755 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1665838.375000 Penalty: 4680.632324
	Iteration 22Q: 3 clusters Score -1665838 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1665909.750000 Penalty: 4680.632324
	Iteration 23Q: 3 clusters Score -1665910 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1665958.000000 Penalty: 4680.632324
	Iteration 24Q: 3 clusters Score -1665958 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1665984.625000 Penalty: 4680.632324
	Iteration 25Q: 3 clusters Score -1665985 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1666005.625000 Penalty: 4680.632324
	Iteration 26Q: 3 clusters Score -1666006 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1666023.125000 Penalty: 4680.632324
	Iteration 27Q: 3 clusters Score -1666023 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1666033.000000 Penalty: 4680.632324
	Iteration 28Q: 3 clusters Score -1666033 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1666045.625000 Penalty: 4680.632324
	Iteration 29Q: 3 clusters Score -1666046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1666051.375000 Penalty: 4680.632324
	Iteration 30Q: 3 clusters Score -1666051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1666060.125000 Penalty: 4680.632324
	Iteration 31Q: 3 clusters Score -1666060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1666070.375000 Penalty: 4680.632324
	Iteration 32Q: 3 clusters Score -1666070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1666074.875000 Penalty: 4680.632324
	Iteration 33Q: 3 clusters Score -1666075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1666076.500000 Penalty: 4680.632324
	Iteration 34Q: 3 clusters Score -1666076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1666078.125000 Penalty: 4680.632324
	Iteration 35Q: 3 clusters Score -1666078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1666086.625000 Penalty: 4680.632324
	Iteration 36Q: 3 clusters Score -1666087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1666085.875000 Penalty: 4680.632324
	Iteration 37Q: 3 clusters Score -1666086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1666087.250000 Penalty: 4680.632324
	Iteration 38Q: 3 clusters Score -1666087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1666086.875000 Penalty: 4680.632324
	Iteration 39Q: 3 clusters Score -1666087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1666089.625000 Penalty: 4680.632324
	Iteration 40F: 3 clusters Score -1666090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1666089.000000 Penalty: 4680.632324
	Iteration 41Q: 3 clusters Score -1666089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1666091.875000 Penalty: 4680.632324
	Iteration 42Q: 3 clusters Score -1666092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1666091.125000 Penalty: 4680.632324
	Iteration 43Q: 3 clusters Score -1666091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1666095.875000 Penalty: 4680.632324
	Iteration 44Q: 3 clusters Score -1666096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1666097.375000 Penalty: 4680.632324
	Iteration 45Q: 3 clusters Score -1666097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1666098.375000 Penalty: 4680.632324
	Iteration 46Q: 3 clusters Score -1666098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1666106.000000 Penalty: 4680.632324
	Iteration 47Q: 3 clusters Score -1666106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1666110.750000 Penalty: 4680.632324
	Iteration 48Q: 3 clusters Score -1666111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1666113.875000 Penalty: 4680.632324
	Iteration 49Q: 3 clusters Score -1666114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1666110.625000 Penalty: 4680.632324
	Iteration 50Q: 3 clusters Score -1666111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1666112.000000 Penalty: 4680.632324
	Iteration 51Q: 3 clusters Score -1666112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1666111.625000 Penalty: 4680.632324
	Iteration 52Q: 3 clusters Score -1666112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1666110.625000 Penalty: 4680.632324
	Iteration 53Q: 3 clusters Score -1666111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1666110.625000 Penalty: 4680.632324
	Iteration 54F: 3 clusters Score -1666111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -114074.789062 Penalty: 1681.420654
	Iteration 0F: 2 clusters Score -114074.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -112256.851562 Penalty: 3362.841309
	Iteration 0F: 3 clusters Score -112256.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -112537.898438 Penalty: 3362.841309
	Iteration 1F: 3 clusters Score -112537.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -112615.195312 Penalty: 3362.841309
	Iteration 2F: 3 clusters Score -112615.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112678.109375 Penalty: 3362.841309
	Iteration 3Q: 3 clusters Score -112678.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -112704.476562 Penalty: 3362.841309
	Iteration 4Q: 3 clusters Score -112704.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -112720.164062 Penalty: 3362.841309
	Iteration 5Q: 3 clusters Score -112720.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -112738.054688 Penalty: 3362.841309
	Iteration 6Q: 3 clusters Score -112738.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -112746.835938 Penalty: 3362.841309
	Iteration 7Q: 3 clusters Score -112746.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -112751.609375 Penalty: 3362.841309
	Iteration 8Q: 3 clusters Score -112751.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -112759.226562 Penalty: 3362.841309
	Iteration 9Q: 3 clusters Score -112759.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -112764.750000 Penalty: 3362.841309
	Iteration 10Q: 3 clusters Score -112764.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -112771.007812 Penalty: 3362.841309
	Iteration 11Q: 3 clusters Score -112771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -112780.843750 Penalty: 3362.841309
	Iteration 12Q: 3 clusters Score -112780.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -112793.179688 Penalty: 3362.841309
	Iteration 13Q: 3 clusters Score -112793.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -112814.421875 Penalty: 3362.841309
	Iteration 14Q: 3 clusters Score -112814.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -112826.304688 Penalty: 3362.841309
	Iteration 15Q: 3 clusters Score -112826.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -112830.164062 Penalty: 3362.841309
	Iteration 16Q: 3 clusters Score -112830.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -112831.476562 Penalty: 3362.841309
	Iteration 17Q: 3 clusters Score -112831.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -112831.898438 Penalty: 3362.841309
	Iteration 18Q: 3 clusters Score -112831.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -112832.765625 Penalty: 3362.841309
	Iteration 19Q: 3 clusters Score -112832.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -112834.312500 Penalty: 3362.841309
	Iteration 20F: 3 clusters Score -112834.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -112835.320312 Penalty: 3362.841309
	Iteration 21Q: 3 clusters Score -112835.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -112835.320312 Penalty: 3362.841309
	Iteration 22F: 3 clusters Score -112835.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Entering Unmasked Estep 
Score: -5008202.000000 Penalty: 2599.225342
	Iteration 0F: 2 clusters Score -5008202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -4983870.000000 Penalty: 5198.450684
	Iteration 0F: 3 clusters Score -4983870 nChanged 16284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -4993004.000000 Penalty: 5198.450684
	Iteration 1F: 3 clusters Score -4993004 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -4993782.500000 Penalty: 5198.450684
	Iteration 2Q: 3 clusters Score -4993782 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -4994660.500000 Penalty: 5198.450684
	Iteration 3F: 3 clusters Score -4994660 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -4995424.000000 Penalty: 5198.450684
	Iteration 4F: 3 clusters Score -4995424 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -4996213.500000 Penalty: 5198.450684
	Iteration 5Q: 3 clusters Score -4996214 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -4996927.500000 Penalty: 5198.450684
	Iteration 6Q: 3 clusters Score -4996928 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -4997581.500000 Penalty: 5198.450684
	Iteration 7Q: 3 clusters Score -4997582 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -4998268.000000 Penalty: 5198.450684
	Iteration 8Q: 3 clusters Score -4998268 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -4998944.000000 Penalty: 5198.450684
	Iteration 9Q: 3 clusters Score -4998944 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -4999591.500000 Penalty: 5198.450684
	Iteration 10Q: 3 clusters Score -4999592 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -5000228.500000 Penalty: 5198.450684
	Iteration 11Q: 3 clusters Score -5000228 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -5000849.000000 Penalty: 5198.450684
	Iteration 12Q: 3 clusters Score -5000849 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -5001426.000000 Penalty: 5198.450684
	Iteration 13Q: 3 clusters Score -5001426 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -5001958.000000 Penalty: 5198.450684
	Iteration 14Q: 3 clusters Score -5001958 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -5002379.500000 Penalty: 5198.450684
	Iteration 15Q: 3 clusters Score -5002380 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -5002670.000000 Penalty: 5198.450684
	Iteration 16Q: 3 clusters Score -5002670 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -5002882.000000 Penalty: 5198.450684
	Iteration 17Q: 3 clusters Score -5002882 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -5003040.500000 Penalty: 5198.450684
	Iteration 18Q: 3 clusters Score -5003040 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -5003159.500000 Penalty: 5198.450684
	Iteration 19Q: 3 clusters Score -5003160 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -5003260.000000 Penalty: 5198.450684
	Iteration 20F: 3 clusters Score -5003260 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -5003334.500000 Penalty: 5198.450684
	Iteration 21Q: 3 clusters Score -5003334 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -5003383.500000 Penalty: 5198.450684
	Iteration 22Q: 3 clusters Score -5003384 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -5003446.500000 Penalty: 5198.450684
	Iteration 23Q: 3 clusters Score -5003446 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -5003487.000000 Penalty: 5198.450684
	Iteration 24Q: 3 clusters Score -5003487 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -5003546.000000 Penalty: 5198.450684
	Iteration 25Q: 3 clusters Score -5003546 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -5003591.500000 Penalty: 5198.450684
	Iteration 26Q: 3 clusters Score -5003592 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -5003647.000000 Penalty: 5198.450684
	Iteration 27Q: 3 clusters Score -5003647 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -5003712.000000 Penalty: 5198.450684
	Iteration 28Q: 3 clusters Score -5003712 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -5003796.000000 Penalty: 5198.450684
	Iteration 29Q: 3 clusters Score -5003796 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -5003849.500000 Penalty: 5198.450684
	Iteration 30Q: 3 clusters Score -5003850 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -5003893.500000 Penalty: 5198.450684
	Iteration 31Q: 3 clusters Score -5003894 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -5003967.500000 Penalty: 5198.450684
	Iteration 32Q: 3 clusters Score -5003968 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -5004010.000000 Penalty: 5198.450684
	Iteration 33Q: 3 clusters Score -5004010 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -5004073.500000 Penalty: 5198.450684
	Iteration 34Q: 3 clusters Score -5004074 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -5004123.000000 Penalty: 5198.450684
	Iteration 35Q: 3 clusters Score -5004123 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -5004187.000000 Penalty: 5198.450684
	Iteration 36Q: 3 clusters Score -5004187 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -5004247.000000 Penalty: 5198.450684
	Iteration 37Q: 3 clusters Score -5004247 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -5004310.500000 Penalty: 5198.450684
	Iteration 38Q: 3 clusters Score -5004310 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -5004360.500000 Penalty: 5198.450684
	Iteration 39Q: 3 clusters Score -5004360 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -5004432.500000 Penalty: 5198.450684
	Iteration 40F: 3 clusters Score -5004432 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -5004496.000000 Penalty: 5198.450684
	Iteration 41Q: 3 clusters Score -5004496 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -5004545.000000 Penalty: 5198.450684
	Iteration 42Q: 3 clusters Score -5004545 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -5004608.500000 Penalty: 5198.450684
	Iteration 43Q: 3 clusters Score -5004608 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -5004688.000000 Penalty: 5198.450684
	Iteration 44Q: 3 clusters Score -5004688 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -5004754.500000 Penalty: 5198.450684
	Iteration 45Q: 3 clusters Score -5004754 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -5004826.000000 Penalty: 5198.450684
	Iteration 46Q: 3 clusters Score -5004826 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -5004922.000000 Penalty: 5198.450684
	Iteration 47Q: 3 clusters Score -5004922 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -5005006.500000 Penalty: 5198.450684
	Iteration 48Q: 3 clusters Score -5005006 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -5005103.000000 Penalty: 5198.450684
	Iteration 49Q: 3 clusters Score -5005103 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -5005188.000000 Penalty: 5198.450684
	Iteration 50Q: 3 clusters Score -5005188 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5005280.000000 Penalty: 5198.450684
	Iteration 51Q: 3 clusters Score -5005280 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5005373.500000 Penalty: 5198.450684
	Iteration 52Q: 3 clusters Score -5005374 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5005435.500000 Penalty: 5198.450684
	Iteration 53Q: 3 clusters Score -5005436 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -5005503.500000 Penalty: 5198.450684
	Iteration 54Q: 3 clusters Score -5005504 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5005582.500000 Penalty: 5198.450684
	Iteration 55Q: 3 clusters Score -5005582 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -5005654.000000 Penalty: 5198.450684
	Iteration 56Q: 3 clusters Score -5005654 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5005697.000000 Penalty: 5198.450684
	Iteration 57Q: 3 clusters Score -5005697 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5005749.000000 Penalty: 5198.450684
	Iteration 58Q: 3 clusters Score -5005749 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5005790.000000 Penalty: 5198.450684
	Iteration 59Q: 3 clusters Score -5005790 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5005824.000000 Penalty: 5198.450684
	Iteration 60F: 3 clusters Score -5005824 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5005853.500000 Penalty: 5198.450684
	Iteration 61Q: 3 clusters Score -5005854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5005887.000000 Penalty: 5198.450684
	Iteration 62Q: 3 clusters Score -5005887 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5005906.500000 Penalty: 5198.450684
	Iteration 63Q: 3 clusters Score -5005906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5005914.000000 Penalty: 5198.450684
	Iteration 64Q: 3 clusters Score -5005914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5005926.500000 Penalty: 5198.450684
	Iteration 65Q: 3 clusters Score -5005926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5005938.500000 Penalty: 5198.450684
	Iteration 66Q: 3 clusters Score -5005938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5005953.500000 Penalty: 5198.450684
	Iteration 67Q: 3 clusters Score -5005954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5005970.500000 Penalty: 5198.450684
	Iteration 68Q: 3 clusters Score -5005970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5005979.500000 Penalty: 5198.450684
	Iteration 69Q: 3 clusters Score -5005980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5005980.000000 Penalty: 5198.450684
	Iteration 70Q: 3 clusters Score -5005980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5005980.000000 Penalty: 5198.450684
	Iteration 71Q: 3 clusters Score -5005980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5005981.500000 Penalty: 5198.450684
	Iteration 72Q: 3 clusters Score -5005982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5005986.500000 Penalty: 5198.450684
	Iteration 73Q: 3 clusters Score -5005986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5005989.500000 Penalty: 5198.450684
	Iteration 74Q: 3 clusters Score -5005990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5005990.500000 Penalty: 5198.450684
	Iteration 75Q: 3 clusters Score -5005990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5005991.000000 Penalty: 5198.450684
	Iteration 76Q: 3 clusters Score -5005991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5005999.500000 Penalty: 5198.450684
	Iteration 77Q: 3 clusters Score -5006000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5006001.000000 Penalty: 5198.450684
	Iteration 78Q: 3 clusters Score -5006001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5005999.500000 Penalty: 5198.450684
	Iteration 79Q: 3 clusters Score -5006000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5006003.000000 Penalty: 5198.450684
	Iteration 80F: 3 clusters Score -5006003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5006014.500000 Penalty: 5198.450684
	Iteration 81Q: 3 clusters Score -5006014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5006021.000000 Penalty: 5198.450684
	Iteration 82Q: 3 clusters Score -5006021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5006020.000000 Penalty: 5198.450684
	Iteration 83Q: 3 clusters Score -5006020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5006028.000000 Penalty: 5198.450684
	Iteration 84Q: 3 clusters Score -5006028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5006024.000000 Penalty: 5198.450684
	Iteration 85Q: 3 clusters Score -5006024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5006026.000000 Penalty: 5198.450684
	Iteration 86Q: 3 clusters Score -5006026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5006028.500000 Penalty: 5198.450684
	Iteration 87Q: 3 clusters Score -5006028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5006027.000000 Penalty: 5198.450684
	Iteration 88Q: 3 clusters Score -5006027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5006029.000000 Penalty: 5198.450684
	Iteration 89Q: 3 clusters Score -5006029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5006034.000000 Penalty: 5198.450684
	Iteration 90Q: 3 clusters Score -5006034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5006040.500000 Penalty: 5198.450684
	Iteration 91Q: 3 clusters Score -5006040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5006043.000000 Penalty: 5198.450684
	Iteration 92Q: 3 clusters Score -5006043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5006041.500000 Penalty: 5198.450684
	Iteration 93Q: 3 clusters Score -5006042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5006044.500000 Penalty: 5198.450684
	Iteration 94Q: 3 clusters Score -5006044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5006043.000000 Penalty: 5198.450684
	Iteration 95Q: 3 clusters Score -5006043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5006045.000000 Penalty: 5198.450684
	Iteration 96Q: 3 clusters Score -5006045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5006046.000000 Penalty: 5198.450684
	Iteration 97Q: 3 clusters Score -5006046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5006044.000000 Penalty: 5198.450684
	Iteration 98Q: 3 clusters Score -5006044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5006044.000000 Penalty: 5198.450684
	Iteration 99F: 3 clusters Score -5006044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Entering Unmasked Estep 
Score: -1164024.500000 Penalty: 2265.445801
	Iteration 0F: 2 clusters Score -1164024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1156819.500000 Penalty: 4530.891602
	Iteration 0F: 3 clusters Score -1156820 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1159148.875000 Penalty: 4530.891602
	Iteration 1F: 3 clusters Score -1159149 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1159820.000000 Penalty: 4530.891602
	Iteration 2F: 3 clusters Score -1159820 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1160531.750000 Penalty: 4530.891602
	Iteration 3F: 3 clusters Score -1160532 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1161279.875000 Penalty: 4530.891602
	Iteration 4F: 3 clusters Score -1161280 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1161974.125000 Penalty: 4530.891602
	Iteration 5F: 3 clusters Score -1161974 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1162404.125000 Penalty: 4530.891602
	Iteration 6F: 3 clusters Score -1162404 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1162642.375000 Penalty: 4530.891602
	Iteration 7Q: 3 clusters Score -1162642 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1162797.500000 Penalty: 4530.891602
	Iteration 8Q: 3 clusters Score -1162798 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1162906.875000 Penalty: 4530.891602
	Iteration 9Q: 3 clusters Score -1162907 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1162977.375000 Penalty: 4530.891602
	Iteration 10Q: 3 clusters Score -1162977 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1163032.625000 Penalty: 4530.891602
	Iteration 11Q: 3 clusters Score -1163033 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1163074.875000 Penalty: 4530.891602
	Iteration 12Q: 3 clusters Score -1163075 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1163108.875000 Penalty: 4530.891602
	Iteration 13Q: 3 clusters Score -1163109 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1163131.625000 Penalty: 4530.891602
	Iteration 14Q: 3 clusters Score -1163132 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1163149.875000 Penalty: 4530.891602
	Iteration 15Q: 3 clusters Score -1163150 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1163166.750000 Penalty: 4530.891602
	Iteration 16Q: 3 clusters Score -1163167 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1163169.500000 Penalty: 4530.891602
	Iteration 17Q: 3 clusters Score -1163170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1163175.250000 Penalty: 4530.891602
	Iteration 18Q: 3 clusters Score -1163175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1163181.500000 Penalty: 4530.891602
	Iteration 19Q: 3 clusters Score -1163182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1163191.250000 Penalty: 4530.891602
	Iteration 20F: 3 clusters Score -1163191 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1163200.500000 Penalty: 4530.891602
	Iteration 21Q: 3 clusters Score -1163200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1163207.000000 Penalty: 4530.891602
	Iteration 22Q: 3 clusters Score -1163207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1163209.000000 Penalty: 4530.891602
	Iteration 23Q: 3 clusters Score -1163209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1163215.125000 Penalty: 4530.891602
	Iteration 24Q: 3 clusters Score -1163215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1163216.875000 Penalty: 4530.891602
	Iteration 25Q: 3 clusters Score -1163217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1163218.875000 Penalty: 4530.891602
	Iteration 26Q: 3 clusters Score -1163219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1163223.625000 Penalty: 4530.891602
	Iteration 27Q: 3 clusters Score -1163224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1163226.000000 Penalty: 4530.891602
	Iteration 28Q: 3 clusters Score -1163226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1163225.500000 Penalty: 4530.891602
	Iteration 29Q: 3 clusters Score -1163226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1163230.375000 Penalty: 4530.891602
	Iteration 30Q: 3 clusters Score -1163230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1163230.500000 Penalty: 4530.891602
	Iteration 31Q: 3 clusters Score -1163230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1163232.750000 Penalty: 4530.891602
	Iteration 32Q: 3 clusters Score -1163233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1163234.750000 Penalty: 4530.891602
	Iteration 33Q: 3 clusters Score -1163235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1163234.750000 Penalty: 4530.891602
	Iteration 34Q: 3 clusters Score -1163235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1163234.500000 Penalty: 4530.891602
	Iteration 35Q: 3 clusters Score -1163234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1163235.875000 Penalty: 4530.891602
	Iteration 36Q: 3 clusters Score -1163236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1163237.750000 Penalty: 4530.891602
	Iteration 37Q: 3 clusters Score -1163238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1163239.125000 Penalty: 4530.891602
	Iteration 38Q: 3 clusters Score -1163239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1163238.375000 Penalty: 4530.891602
	Iteration 39Q: 3 clusters Score -1163238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1163238.375000 Penalty: 4530.891602
	Iteration 40F: 3 clusters Score -1163238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Entering Unmasked Estep 
Score: -3713044.750000 Penalty: 2532.312012
	Iteration 0F: 2 clusters Score -3713045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3694397.500000 Penalty: 5064.624023
	Iteration 0F: 3 clusters Score -3694398 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3701029.750000 Penalty: 5064.624023
	Iteration 1F: 3 clusters Score -3701030 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3701791.000000 Penalty: 5064.624023
	Iteration 2F: 3 clusters Score -3701791 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -3702874.750000 Penalty: 5064.624023
	Iteration 3F: 3 clusters Score -3702875 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -3704356.250000 Penalty: 5064.624023
	Iteration 4F: 3 clusters Score -3704356 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -3706157.250000 Penalty: 5064.624023
	Iteration 5F: 3 clusters Score -3706157 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -3707808.500000 Penalty: 5064.624023
	Iteration 6F: 3 clusters Score -3707808 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -3709196.250000 Penalty: 5064.624023
	Iteration 7F: 3 clusters Score -3709196 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -3710254.000000 Penalty: 5064.624023
	Iteration 8F: 3 clusters Score -3710254 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -3711195.500000 Penalty: 5064.624023
	Iteration 9Q: 3 clusters Score -3711196 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -3711798.500000 Penalty: 5064.624023
	Iteration 10Q: 3 clusters Score -3711798 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -3712023.250000 Penalty: 5064.624023
	Iteration 11Q: 3 clusters Score -3712023 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -3712152.500000 Penalty: 5064.624023
	Iteration 12Q: 3 clusters Score -3712152 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -3712210.500000 Penalty: 5064.624023
	Iteration 13Q: 3 clusters Score -3712210 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -3712274.750000 Penalty: 5064.624023
	Iteration 14Q: 3 clusters Score -3712275 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -3712301.250000 Penalty: 5064.624023
	Iteration 15Q: 3 clusters Score -3712301 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -3712327.250000 Penalty: 5064.624023
	Iteration 16Q: 3 clusters Score -3712327 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -3712334.750000 Penalty: 5064.624023
	Iteration 17Q: 3 clusters Score -3712335 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -3712342.000000 Penalty: 5064.624023
	Iteration 18Q: 3 clusters Score -3712342 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -3712364.500000 Penalty: 5064.624023
	Iteration 19Q: 3 clusters Score -3712364 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -3712363.500000 Penalty: 5064.624023
	Iteration 20F: 3 clusters Score -3712364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -3712363.750000 Penalty: 5064.624023
	Iteration 21Q: 3 clusters Score -3712364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -3712372.000000 Penalty: 5064.624023
	Iteration 22Q: 3 clusters Score -3712372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -3712387.250000 Penalty: 5064.624023
	Iteration 23Q: 3 clusters Score -3712387 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -3712389.250000 Penalty: 5064.624023
	Iteration 24Q: 3 clusters Score -3712389 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -3712395.750000 Penalty: 5064.624023
	Iteration 25Q: 3 clusters Score -3712396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -3712401.750000 Penalty: 5064.624023
	Iteration 26Q: 3 clusters Score -3712402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -3712405.750000 Penalty: 5064.624023
	Iteration 27Q: 3 clusters Score -3712406 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -3712411.750000 Penalty: 5064.624023
	Iteration 28Q: 3 clusters Score -3712412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -3712417.250000 Penalty: 5064.624023
	Iteration 29Q: 3 clusters Score -3712417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -3712416.750000 Penalty: 5064.624023
	Iteration 30Q: 3 clusters Score -3712417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -3712427.500000 Penalty: 5064.624023
	Iteration 31Q: 3 clusters Score -3712428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -3712423.750000 Penalty: 5064.624023
	Iteration 32Q: 3 clusters Score -3712424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -3712426.500000 Penalty: 5064.624023
	Iteration 33Q: 3 clusters Score -3712426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -3712424.750000 Penalty: 5064.624023
	Iteration 34Q: 3 clusters Score -3712425 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -3712417.750000 Penalty: 5064.624023
	Iteration 35Q: 3 clusters Score -3712418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -3712415.500000 Penalty: 5064.624023
	Iteration 36Q: 3 clusters Score -3712416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -3712422.500000 Penalty: 5064.624023
	Iteration 37Q: 3 clusters Score -3712422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -3712438.250000 Penalty: 5064.624023
	Iteration 38Q: 3 clusters Score -3712438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -3712444.750000 Penalty: 5064.624023
	Iteration 39Q: 3 clusters Score -3712445 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -3712452.000000 Penalty: 5064.624023
	Iteration 40F: 3 clusters Score -3712452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -3712455.750000 Penalty: 5064.624023
	Iteration 41Q: 3 clusters Score -3712456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -3712459.500000 Penalty: 5064.624023
	Iteration 42Q: 3 clusters Score -3712460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -3712463.500000 Penalty: 5064.624023
	Iteration 43Q: 3 clusters Score -3712464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -3712469.250000 Penalty: 5064.624023
	Iteration 44Q: 3 clusters Score -3712469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -3712459.000000 Penalty: 5064.624023
	Iteration 45Q: 3 clusters Score -3712459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -3712461.750000 Penalty: 5064.624023
	Iteration 46Q: 3 clusters Score -3712462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -3712463.750000 Penalty: 5064.624023
	Iteration 47Q: 3 clusters Score -3712464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -3712460.250000 Penalty: 5064.624023
	Iteration 48Q: 3 clusters Score -3712460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -3712467.500000 Penalty: 5064.624023
	Iteration 49Q: 3 clusters Score -3712468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -3712458.750000 Penalty: 5064.624023
	Iteration 50Q: 3 clusters Score -3712459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -3712453.750000 Penalty: 5064.624023
	Iteration 51Q: 3 clusters Score -3712454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -3712455.500000 Penalty: 5064.624023
	Iteration 52Q: 3 clusters Score -3712456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -3712460.000000 Penalty: 5064.624023
	Iteration 53Q: 3 clusters Score -3712460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -3712457.000000 Penalty: 5064.624023
	Iteration 54Q: 3 clusters Score -3712457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -3712452.500000 Penalty: 5064.624023
	Iteration 55Q: 3 clusters Score -3712452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -3712452.500000 Penalty: 5064.624023
	Iteration 56F: 3 clusters Score -3712452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (138299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138299 members 
Entering Unmasked Estep 
Score: -19277216.000000 Penalty: 2935.619141
	Iteration 0F: 2 clusters Score -1.927722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69171 members 
Mstep: Class 2 contains 69128 members 
Entering Unmasked Estep 
Score: -19188330.000000 Penalty: 5871.238281
	Iteration 0F: 3 clusters Score -1.918833e+07 nChanged 65769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69646 members 
Mstep: Class 2 contains 68653 members 
Entering Unmasked Estep 
Score: -19226692.000000 Penalty: 5871.238281
	Iteration 1F: 3 clusters Score -1.922669e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69947 members 
Mstep: Class 2 contains 68352 members 
Entering Unmasked Estep 
Score: -19227918.000000 Penalty: 5871.238281
	Iteration 2Q: 3 clusters Score -1.922792e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70327 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -19229572.000000 Penalty: 5871.238281
	Iteration 3Q: 3 clusters Score -1.922957e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70673 members 
Mstep: Class 2 contains 67626 members 
Entering Unmasked Estep 
Score: -19231830.000000 Penalty: 5871.238281
	Iteration 4Q: 3 clusters Score -1.923183e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70985 members 
Mstep: Class 2 contains 67314 members 
Entering Unmasked Estep 
Score: -19234828.000000 Penalty: 5871.238281
	Iteration 5Q: 3 clusters Score -1.923483e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71056 members 
Mstep: Class 2 contains 67243 members 
Entering Unmasked Estep 
Score: -19238750.000000 Penalty: 5871.238281
	Iteration 6F: 3 clusters Score -1.923875e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70534 members 
Mstep: Class 2 contains 67765 members 
Entering Unmasked Estep 
Score: -19244138.000000 Penalty: 5871.238281
	Iteration 7F: 3 clusters Score -1.924414e+07 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 68852 members 
Entering Unmasked Estep 
Score: -19250110.000000 Penalty: 5871.238281
	Iteration 8F: 3 clusters Score -1.925011e+07 nChanged 8455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68110 members 
Mstep: Class 2 contains 70189 members 
Entering Unmasked Estep 
Score: -19255560.000000 Penalty: 5871.238281
	Iteration 9F: 3 clusters Score -1.925556e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66861 members 
Mstep: Class 2 contains 71438 members 
Entering Unmasked Estep 
Score: -19258270.000000 Penalty: 5871.238281
	Iteration 10Q: 3 clusters Score -1.925827e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65748 members 
Mstep: Class 2 contains 72551 members 
Entering Unmasked Estep 
Score: -19259270.000000 Penalty: 5871.238281
	Iteration 11Q: 3 clusters Score -1.925927e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64639 members 
Mstep: Class 2 contains 73660 members 
Entering Unmasked Estep 
Score: -19259800.000000 Penalty: 5871.238281
	Iteration 12Q: 3 clusters Score -1.92598e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Mstep: Class 2 contains 74861 members 
Entering Unmasked Estep 
Score: -19260300.000000 Penalty: 5871.238281
	Iteration 13Q: 3 clusters Score -1.92603e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 76166 members 
Entering Unmasked Estep 
Score: -19260800.000000 Penalty: 5871.238281
	Iteration 14Q: 3 clusters Score -1.92608e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60732 members 
Mstep: Class 2 contains 77567 members 
Entering Unmasked Estep 
Score: -19261300.000000 Penalty: 5871.238281
	Iteration 15Q: 3 clusters Score -1.92613e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 79065 members 
Entering Unmasked Estep 
Score: -19261990.000000 Penalty: 5871.238281
	Iteration 16Q: 3 clusters Score -1.926199e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57616 members 
Mstep: Class 2 contains 80683 members 
Entering Unmasked Estep 
Score: -19262382.000000 Penalty: 5871.238281
	Iteration 17Q: 3 clusters Score -1.926238e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55947 members 
Mstep: Class 2 contains 82352 members 
Entering Unmasked Estep 
Score: -19262932.000000 Penalty: 5871.238281
	Iteration 18Q: 3 clusters Score -1.926293e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 84083 members 
Entering Unmasked Estep 
Score: -19263512.000000 Penalty: 5871.238281
	Iteration 19Q: 3 clusters Score -1.926351e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52506 members 
Mstep: Class 2 contains 85793 members 
Entering Unmasked Estep 
Score: -19264012.000000 Penalty: 5871.238281
	Iteration 20F: 3 clusters Score -1.926401e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 87504 members 
Entering Unmasked Estep 
Score: -19264504.000000 Penalty: 5871.238281
	Iteration 21Q: 3 clusters Score -1.92645e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 89202 members 
Entering Unmasked Estep 
Score: -19265108.000000 Penalty: 5871.238281
	Iteration 22Q: 3 clusters Score -1.926511e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 90981 members 
Entering Unmasked Estep 
Score: -19265560.000000 Penalty: 5871.238281
	Iteration 23Q: 3 clusters Score -1.926556e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 92772 members 
Entering Unmasked Estep 
Score: -19266038.000000 Penalty: 5871.238281
	Iteration 24Q: 3 clusters Score -1.926604e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 94621 members 
Entering Unmasked Estep 
Score: -19266556.000000 Penalty: 5871.238281
	Iteration 25Q: 3 clusters Score -1.926656e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 96484 members 
Entering Unmasked Estep 
Score: -19267084.000000 Penalty: 5871.238281
	Iteration 26Q: 3 clusters Score -1.926708e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 98331 members 
Entering Unmasked Estep 
Score: -19267424.000000 Penalty: 5871.238281
	Iteration 27Q: 3 clusters Score -1.926742e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 100216 members 
Entering Unmasked Estep 
Score: -19267980.000000 Penalty: 5871.238281
	Iteration 28Q: 3 clusters Score -1.926798e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 102206 members 
Entering Unmasked Estep 
Score: -19268516.000000 Penalty: 5871.238281
	Iteration 29Q: 3 clusters Score -1.926852e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 104195 members 
Entering Unmasked Estep 
Score: -19269052.000000 Penalty: 5871.238281
	Iteration 30Q: 3 clusters Score -1.926905e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 106209 members 
Entering Unmasked Estep 
Score: -19269508.000000 Penalty: 5871.238281
	Iteration 31Q: 3 clusters Score -1.926951e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 108243 members 
Entering Unmasked Estep 
Score: -19269956.000000 Penalty: 5871.238281
	Iteration 32Q: 3 clusters Score -1.926996e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 110303 members 
Entering Unmasked Estep 
Score: -19270456.000000 Penalty: 5871.238281
	Iteration 33Q: 3 clusters Score -1.927046e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 112339 members 
Entering Unmasked Estep 
Score: -19270964.000000 Penalty: 5871.238281
	Iteration 34Q: 3 clusters Score -1.927096e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 114343 members 
Entering Unmasked Estep 
Score: -19271310.000000 Penalty: 5871.238281
	Iteration 35Q: 3 clusters Score -1.927131e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 116381 members 
Entering Unmasked Estep 
Score: -19271692.000000 Penalty: 5871.238281
	Iteration 36Q: 3 clusters Score -1.927169e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 118359 members 
Entering Unmasked Estep 
Score: -19272140.000000 Penalty: 5871.238281
	Iteration 37Q: 3 clusters Score -1.927214e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 120230 members 
Entering Unmasked Estep 
Score: -19272582.000000 Penalty: 5871.238281
	Iteration 38Q: 3 clusters Score -1.927258e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 122052 members 
Entering Unmasked Estep 
Score: -19272906.000000 Penalty: 5871.238281
	Iteration 39Q: 3 clusters Score -1.927291e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 123696 members 
Entering Unmasked Estep 
Score: -19273166.000000 Penalty: 5871.238281
	Iteration 40F: 3 clusters Score -1.927317e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 125275 members 
Entering Unmasked Estep 
Score: -19273582.000000 Penalty: 5871.238281
	Iteration 41Q: 3 clusters Score -1.927358e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 126732 members 
Entering Unmasked Estep 
Score: -19273880.000000 Penalty: 5871.238281
	Iteration 42Q: 3 clusters Score -1.927388e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 128039 members 
Entering Unmasked Estep 
Score: -19274262.000000 Penalty: 5871.238281
	Iteration 43Q: 3 clusters Score -1.927426e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 129246 members 
Entering Unmasked Estep 
Score: -19274450.000000 Penalty: 5871.238281
	Iteration 44Q: 3 clusters Score -1.927445e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 130310 members 
Entering Unmasked Estep 
Score: -19274668.000000 Penalty: 5871.238281
	Iteration 45Q: 3 clusters Score -1.927467e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 131234 members 
Entering Unmasked Estep 
Score: -19274824.000000 Penalty: 5871.238281
	Iteration 46Q: 3 clusters Score -1.927482e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 132016 members 
Entering Unmasked Estep 
Score: -19275020.000000 Penalty: 5871.238281
	Iteration 47Q: 3 clusters Score -1.927502e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 132718 members 
Entering Unmasked Estep 
Score: -19275208.000000 Penalty: 5871.238281
	Iteration 48Q: 3 clusters Score -1.927521e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 133314 members 
Entering Unmasked Estep 
Score: -19275296.000000 Penalty: 5871.238281
	Iteration 49Q: 3 clusters Score -1.92753e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 133821 members 
Entering Unmasked Estep 
Score: -19275428.000000 Penalty: 5871.238281
	Iteration 50Q: 3 clusters Score -1.927543e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 134244 members 
Entering Unmasked Estep 
Score: -19275592.000000 Penalty: 5871.238281
	Iteration 51Q: 3 clusters Score -1.927559e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 134613 members 
Entering Unmasked Estep 
Score: -19275690.000000 Penalty: 5871.238281
	Iteration 52Q: 3 clusters Score -1.927569e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 134921 members 
Entering Unmasked Estep 
Score: -19275746.000000 Penalty: 5871.238281
	Iteration 53Q: 3 clusters Score -1.927575e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 135200 members 
Entering Unmasked Estep 
Score: -19275840.000000 Penalty: 5871.238281
	Iteration 54Q: 3 clusters Score -1.927584e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 135453 members 
Entering Unmasked Estep 
Score: -19275852.000000 Penalty: 5871.238281
	Iteration 55Q: 3 clusters Score -1.927585e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 135680 members 
Entering Unmasked Estep 
Score: -19275896.000000 Penalty: 5871.238281
	Iteration 56Q: 3 clusters Score -1.92759e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 135874 members 
Entering Unmasked Estep 
Score: -19275904.000000 Penalty: 5871.238281
	Iteration 57Q: 3 clusters Score -1.92759e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 136053 members 
Entering Unmasked Estep 
Score: -19275916.000000 Penalty: 5871.238281
	Iteration 58Q: 3 clusters Score -1.927592e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 136219 members 
Entering Unmasked Estep 
Score: -19275940.000000 Penalty: 5871.238281
	Iteration 59Q: 3 clusters Score -1.927594e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 136340 members 
Entering Unmasked Estep 
Score: -19275984.000000 Penalty: 5871.238281
	Iteration 60F: 3 clusters Score -1.927598e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 136429 members 
Entering Unmasked Estep 
Score: -19275998.000000 Penalty: 5871.238281
	Iteration 61Q: 3 clusters Score -1.9276e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 136514 members 
Entering Unmasked Estep 
Score: -19276032.000000 Penalty: 5871.238281
	Iteration 62Q: 3 clusters Score -1.927603e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 136599 members 
Entering Unmasked Estep 
Score: -19276058.000000 Penalty: 5871.238281
	Iteration 63Q: 3 clusters Score -1.927606e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 136670 members 
Entering Unmasked Estep 
Score: -19276076.000000 Penalty: 5871.238281
	Iteration 64Q: 3 clusters Score -1.927608e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 136726 members 
Entering Unmasked Estep 
Score: -19276054.000000 Penalty: 5871.238281
	Iteration 65Q: 3 clusters Score -1.927605e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 136773 members 
Entering Unmasked Estep 
Score: -19276070.000000 Penalty: 5871.238281
	Iteration 66Q: 3 clusters Score -1.927607e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 136804 members 
Entering Unmasked Estep 
Score: -19276076.000000 Penalty: 5871.238281
	Iteration 67Q: 3 clusters Score -1.927608e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 136835 members 
Entering Unmasked Estep 
Score: -19276070.000000 Penalty: 5871.238281
	Iteration 68Q: 3 clusters Score -1.927607e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 136868 members 
Entering Unmasked Estep 
Score: -19276084.000000 Penalty: 5871.238281
	Iteration 69Q: 3 clusters Score -1.927608e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 136890 members 
Entering Unmasked Estep 
Score: -19276082.000000 Penalty: 5871.238281
	Iteration 70Q: 3 clusters Score -1.927608e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 136907 members 
Entering Unmasked Estep 
Score: -19276064.000000 Penalty: 5871.238281
	Iteration 71Q: 3 clusters Score -1.927606e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 136923 members 
Entering Unmasked Estep 
Score: -19276050.000000 Penalty: 5871.238281
	Iteration 72Q: 3 clusters Score -1.927605e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 136940 members 
Entering Unmasked Estep 
Score: -19276058.000000 Penalty: 5871.238281
	Iteration 73Q: 3 clusters Score -1.927606e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 136951 members 
Entering Unmasked Estep 
Score: -19276044.000000 Penalty: 5871.238281
	Iteration 74Q: 3 clusters Score -1.927604e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 136957 members 
Entering Unmasked Estep 
Score: -19276064.000000 Penalty: 5871.238281
	Iteration 75Q: 3 clusters Score -1.927606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 136967 members 
Entering Unmasked Estep 
Score: -19276054.000000 Penalty: 5871.238281
	Iteration 76Q: 3 clusters Score -1.927605e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 136979 members 
Entering Unmasked Estep 
Score: -19276078.000000 Penalty: 5871.238281
	Iteration 77Q: 3 clusters Score -1.927608e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 136994 members 
Entering Unmasked Estep 
Score: -19276092.000000 Penalty: 5871.238281
	Iteration 78Q: 3 clusters Score -1.927609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 137005 members 
Entering Unmasked Estep 
Score: -19276106.000000 Penalty: 5871.238281
	Iteration 79Q: 3 clusters Score -1.927611e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 137017 members 
Entering Unmasked Estep 
Score: -19276092.000000 Penalty: 5871.238281
	Iteration 80F: 3 clusters Score -1.927609e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 137029 members 
Entering Unmasked Estep 
Score: -19276084.000000 Penalty: 5871.238281
	Iteration 81Q: 3 clusters Score -1.927608e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 137037 members 
Entering Unmasked Estep 
Score: -19276080.000000 Penalty: 5871.238281
	Iteration 82Q: 3 clusters Score -1.927608e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 137047 members 
Entering Unmasked Estep 
Score: -19276086.000000 Penalty: 5871.238281
	Iteration 83Q: 3 clusters Score -1.927609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 137054 members 
Entering Unmasked Estep 
Score: -19276098.000000 Penalty: 5871.238281
	Iteration 84Q: 3 clusters Score -1.92761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 137053 members 
Entering Unmasked Estep 
Score: -19276092.000000 Penalty: 5871.238281
	Iteration 85Q: 3 clusters Score -1.927609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 137057 members 
Entering Unmasked Estep 
Score: -19276092.000000 Penalty: 5871.238281
	Iteration 86Q: 3 clusters Score -1.927609e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 137065 members 
Entering Unmasked Estep 
Score: -19276100.000000 Penalty: 5871.238281
	Iteration 87Q: 3 clusters Score -1.92761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 137070 members 
Entering Unmasked Estep 
Score: -19276108.000000 Penalty: 5871.238281
	Iteration 88Q: 3 clusters Score -1.927611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 137074 members 
Entering Unmasked Estep 
Score: -19276104.000000 Penalty: 5871.238281
	Iteration 89Q: 3 clusters Score -1.92761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 137076 members 
Entering Unmasked Estep 
Score: -19276108.000000 Penalty: 5871.238281
	Iteration 90Q: 3 clusters Score -1.927611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 137084 members 
Entering Unmasked Estep 
Score: -19276120.000000 Penalty: 5871.238281
	Iteration 91Q: 3 clusters Score -1.927612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 137090 members 
Entering Unmasked Estep 
Score: -19276114.000000 Penalty: 5871.238281
	Iteration 92Q: 3 clusters Score -1.927611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 137092 members 
Entering Unmasked Estep 
Score: -19276122.000000 Penalty: 5871.238281
	Iteration 93Q: 3 clusters Score -1.927612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 137092 members 
Entering Unmasked Estep 
Score: -19276132.000000 Penalty: 5871.238281
	Iteration 94Q: 3 clusters Score -1.927613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 137097 members 
Entering Unmasked Estep 
Score: -19276122.000000 Penalty: 5871.238281
	Iteration 95Q: 3 clusters Score -1.927612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 137102 members 
Entering Unmasked Estep 
Score: -19276128.000000 Penalty: 5871.238281
	Iteration 96Q: 3 clusters Score -1.927613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 137107 members 
Entering Unmasked Estep 
Score: -19276132.000000 Penalty: 5871.238281
	Iteration 97Q: 3 clusters Score -1.927613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 137110 members 
Entering Unmasked Estep 
Score: -19276122.000000 Penalty: 5871.238281
	Iteration 98Q: 3 clusters Score -1.927612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 137115 members 
Entering Unmasked Estep 
Score: -19276124.000000 Penalty: 5871.238281
	Iteration 99Q: 3 clusters Score -1.927612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 137116 members 
Entering Unmasked Estep 
Score: -19276122.000000 Penalty: 5871.238281
	Iteration 100F: 3 clusters Score -1.927612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 137117 members 
Entering Unmasked Estep 
Score: -19276126.000000 Penalty: 5871.238281
	Iteration 101Q: 3 clusters Score -1.927613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 137117 members 
Entering Unmasked Estep 
Score: -19276126.000000 Penalty: 5871.238281
	Iteration 102F: 3 clusters Score -1.927613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Entering Unmasked Estep 
Score: -314431.218750 Penalty: 1928.996460
	Iteration 0F: 2 clusters Score -314431.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -311530.375000 Penalty: 3857.992920
	Iteration 0F: 3 clusters Score -311530.4 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -312068.218750 Penalty: 3857.992920
	Iteration 1F: 3 clusters Score -312068.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -312247.781250 Penalty: 3857.992920
	Iteration 2F: 3 clusters Score -312247.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -312347.375000 Penalty: 3857.992920
	Iteration 3Q: 3 clusters Score -312347.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -312412.781250 Penalty: 3857.992920
	Iteration 4Q: 3 clusters Score -312412.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -312461.500000 Penalty: 3857.992920
	Iteration 5Q: 3 clusters Score -312461.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -312511.968750 Penalty: 3857.992920
	Iteration 6Q: 3 clusters Score -312512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -312551.593750 Penalty: 3857.992920
	Iteration 7Q: 3 clusters Score -312551.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -312580.375000 Penalty: 3857.992920
	Iteration 8Q: 3 clusters Score -312580.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -312607.406250 Penalty: 3857.992920
	Iteration 9Q: 3 clusters Score -312607.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -312633.156250 Penalty: 3857.992920
	Iteration 10Q: 3 clusters Score -312633.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -312668.906250 Penalty: 3857.992920
	Iteration 11Q: 3 clusters Score -312668.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -312705.812500 Penalty: 3857.992920
	Iteration 12Q: 3 clusters Score -312705.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -312741.750000 Penalty: 3857.992920
	Iteration 13Q: 3 clusters Score -312741.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -312777.500000 Penalty: 3857.992920
	Iteration 14Q: 3 clusters Score -312777.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -312815.843750 Penalty: 3857.992920
	Iteration 15Q: 3 clusters Score -312815.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -312853.000000 Penalty: 3857.992920
	Iteration 16Q: 3 clusters Score -312853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -312886.875000 Penalty: 3857.992920
	Iteration 17Q: 3 clusters Score -312886.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -312907.343750 Penalty: 3857.992920
	Iteration 18Q: 3 clusters Score -312907.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -312931.812500 Penalty: 3857.992920
	Iteration 19Q: 3 clusters Score -312931.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -312957.718750 Penalty: 3857.992920
	Iteration 20F: 3 clusters Score -312957.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -312980.437500 Penalty: 3857.992920
	Iteration 21Q: 3 clusters Score -312980.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -312994.937500 Penalty: 3857.992920
	Iteration 22Q: 3 clusters Score -312994.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -313005.531250 Penalty: 3857.992920
	Iteration 23Q: 3 clusters Score -313005.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -313020.000000 Penalty: 3857.992920
	Iteration 24Q: 3 clusters Score -313020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -313037.156250 Penalty: 3857.992920
	Iteration 25Q: 3 clusters Score -313037.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -313054.906250 Penalty: 3857.992920
	Iteration 26Q: 3 clusters Score -313054.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -313071.937500 Penalty: 3857.992920
	Iteration 27Q: 3 clusters Score -313071.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -313086.843750 Penalty: 3857.992920
	Iteration 28Q: 3 clusters Score -313086.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -313098.031250 Penalty: 3857.992920
	Iteration 29Q: 3 clusters Score -313098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -313112.343750 Penalty: 3857.992920
	Iteration 30Q: 3 clusters Score -313112.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -313121.218750 Penalty: 3857.992920
	Iteration 31Q: 3 clusters Score -313121.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -313127.593750 Penalty: 3857.992920
	Iteration 32Q: 3 clusters Score -313127.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -313132.875000 Penalty: 3857.992920
	Iteration 33Q: 3 clusters Score -313132.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -313136.625000 Penalty: 3857.992920
	Iteration 34Q: 3 clusters Score -313136.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -313139.093750 Penalty: 3857.992920
	Iteration 35Q: 3 clusters Score -313139.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -313140.562500 Penalty: 3857.992920
	Iteration 36Q: 3 clusters Score -313140.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -313140.562500 Penalty: 3857.992920
	Iteration 37F: 3 clusters Score -313140.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Entering Unmasked Estep 
Score: -5956520.000000 Penalty: 2647.005859
	Iteration 0F: 2 clusters Score -5956520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -5927274.500000 Penalty: 5294.011719
	Iteration 0F: 3 clusters Score -5927274 nChanged 19784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -5938404.500000 Penalty: 5294.011719
	Iteration 1F: 3 clusters Score -5938404 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -5939029.000000 Penalty: 5294.011719
	Iteration 2Q: 3 clusters Score -5939029 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -5939664.500000 Penalty: 5294.011719
	Iteration 3Q: 3 clusters Score -5939664 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -5940269.500000 Penalty: 5294.011719
	Iteration 4Q: 3 clusters Score -5940270 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -5940893.000000 Penalty: 5294.011719
	Iteration 5Q: 3 clusters Score -5940893 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -5941489.000000 Penalty: 5294.011719
	Iteration 6Q: 3 clusters Score -5941489 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -5942163.000000 Penalty: 5294.011719
	Iteration 7Q: 3 clusters Score -5942163 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -5942903.500000 Penalty: 5294.011719
	Iteration 8Q: 3 clusters Score -5942904 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -5943816.500000 Penalty: 5294.011719
	Iteration 9Q: 3 clusters Score -5943816 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -5944780.500000 Penalty: 5294.011719
	Iteration 10Q: 3 clusters Score -5944780 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -5945990.000000 Penalty: 5294.011719
	Iteration 11Q: 3 clusters Score -5945990 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -5947307.500000 Penalty: 5294.011719
	Iteration 12F: 3 clusters Score -5947308 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -5948638.500000 Penalty: 5294.011719
	Iteration 13Q: 3 clusters Score -5948638 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -5949818.500000 Penalty: 5294.011719
	Iteration 14Q: 3 clusters Score -5949818 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -5950863.000000 Penalty: 5294.011719
	Iteration 15Q: 3 clusters Score -5950863 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -5951733.000000 Penalty: 5294.011719
	Iteration 16Q: 3 clusters Score -5951733 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -5952479.500000 Penalty: 5294.011719
	Iteration 17Q: 3 clusters Score -5952480 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -5953092.500000 Penalty: 5294.011719
	Iteration 18Q: 3 clusters Score -5953092 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -5953508.500000 Penalty: 5294.011719
	Iteration 19Q: 3 clusters Score -5953508 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -5953779.000000 Penalty: 5294.011719
	Iteration 20F: 3 clusters Score -5953779 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -5953988.000000 Penalty: 5294.011719
	Iteration 21Q: 3 clusters Score -5953988 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -5954135.500000 Penalty: 5294.011719
	Iteration 22Q: 3 clusters Score -5954136 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -5954206.500000 Penalty: 5294.011719
	Iteration 23Q: 3 clusters Score -5954206 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -5954250.500000 Penalty: 5294.011719
	Iteration 24Q: 3 clusters Score -5954250 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -5954287.500000 Penalty: 5294.011719
	Iteration 25Q: 3 clusters Score -5954288 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -5954333.500000 Penalty: 5294.011719
	Iteration 26Q: 3 clusters Score -5954334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -5954354.000000 Penalty: 5294.011719
	Iteration 27Q: 3 clusters Score -5954354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -5954356.500000 Penalty: 5294.011719
	Iteration 28Q: 3 clusters Score -5954356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -5954351.500000 Penalty: 5294.011719
	Iteration 29Q: 3 clusters Score -5954352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -5954362.500000 Penalty: 5294.011719
	Iteration 30Q: 3 clusters Score -5954362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -5954381.500000 Penalty: 5294.011719
	Iteration 31Q: 3 clusters Score -5954382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -5954375.500000 Penalty: 5294.011719
	Iteration 32Q: 3 clusters Score -5954376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -5954383.000000 Penalty: 5294.011719
	Iteration 33Q: 3 clusters Score -5954383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -5954379.500000 Penalty: 5294.011719
	Iteration 34Q: 3 clusters Score -5954380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -5954385.500000 Penalty: 5294.011719
	Iteration 35Q: 3 clusters Score -5954386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -5954381.000000 Penalty: 5294.011719
	Iteration 36Q: 3 clusters Score -5954381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -5954386.000000 Penalty: 5294.011719
	Iteration 37Q: 3 clusters Score -5954386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -5954385.000000 Penalty: 5294.011719
	Iteration 38Q: 3 clusters Score -5954385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -5954391.500000 Penalty: 5294.011719
	Iteration 39Q: 3 clusters Score -5954392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -5954389.000000 Penalty: 5294.011719
	Iteration 40F: 3 clusters Score -5954389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -5954389.500000 Penalty: 5294.011719
	Iteration 41Q: 3 clusters Score -5954390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -5954388.500000 Penalty: 5294.011719
	Iteration 42Q: 3 clusters Score -5954388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -5954390.500000 Penalty: 5294.011719
	Iteration 43Q: 3 clusters Score -5954390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -5954397.500000 Penalty: 5294.011719
	Iteration 44Q: 3 clusters Score -5954398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -5954396.500000 Penalty: 5294.011719
	Iteration 45Q: 3 clusters Score -5954396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -5954400.500000 Penalty: 5294.011719
	Iteration 46Q: 3 clusters Score -5954400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -5954405.000000 Penalty: 5294.011719
	Iteration 47Q: 3 clusters Score -5954405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -5954404.500000 Penalty: 5294.011719
	Iteration 48Q: 3 clusters Score -5954404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -5954410.000000 Penalty: 5294.011719
	Iteration 49Q: 3 clusters Score -5954410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -5954405.000000 Penalty: 5294.011719
	Iteration 50Q: 3 clusters Score -5954405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -5954413.000000 Penalty: 5294.011719
	Iteration 51Q: 3 clusters Score -5954413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -5954411.500000 Penalty: 5294.011719
	Iteration 52Q: 3 clusters Score -5954412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -5954414.000000 Penalty: 5294.011719
	Iteration 53Q: 3 clusters Score -5954414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -5954415.000000 Penalty: 5294.011719
	Iteration 54Q: 3 clusters Score -5954415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -5954411.500000 Penalty: 5294.011719
	Iteration 55Q: 3 clusters Score -5954412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -5954414.000000 Penalty: 5294.011719
	Iteration 56Q: 3 clusters Score -5954414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -5954414.000000 Penalty: 5294.011719
	Iteration 57F: 3 clusters Score -5954414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (72977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72977 members 
Entering Unmasked Estep 
Score: -10141464.000000 Penalty: 2777.079102
	Iteration 0F: 2 clusters Score -1.014146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -10092645.000000 Penalty: 5554.158203
	Iteration 0F: 3 clusters Score -1.009264e+07 nChanged 34245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -10111575.000000 Penalty: 5554.158203
	Iteration 1F: 3 clusters Score -1.011158e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -10112306.000000 Penalty: 5554.158203
	Iteration 2Q: 3 clusters Score -1.011231e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -10112981.000000 Penalty: 5554.158203
	Iteration 3Q: 3 clusters Score -1.011298e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -10113807.000000 Penalty: 5554.158203
	Iteration 4Q: 3 clusters Score -1.011381e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -10114818.000000 Penalty: 5554.158203
	Iteration 5Q: 3 clusters Score -1.011482e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -10116144.000000 Penalty: 5554.158203
	Iteration 6Q: 3 clusters Score -1.011614e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -10117957.000000 Penalty: 5554.158203
	Iteration 7F: 3 clusters Score -1.011796e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51483 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -10120689.000000 Penalty: 5554.158203
	Iteration 8F: 3 clusters Score -1.012069e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -10124360.000000 Penalty: 5554.158203
	Iteration 9F: 3 clusters Score -1.012436e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61312 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -10128737.000000 Penalty: 5554.158203
	Iteration 10F: 3 clusters Score -1.012874e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65875 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -10132922.000000 Penalty: 5554.158203
	Iteration 11F: 3 clusters Score -1.013292e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69169 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -10135911.000000 Penalty: 5554.158203
	Iteration 12Q: 3 clusters Score -1.013591e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70990 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -10137439.000000 Penalty: 5554.158203
	Iteration 13Q: 3 clusters Score -1.013744e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71886 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -10138228.000000 Penalty: 5554.158203
	Iteration 14Q: 3 clusters Score -1.013823e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72301 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -10138603.000000 Penalty: 5554.158203
	Iteration 15Q: 3 clusters Score -1.01386e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72488 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10138776.000000 Penalty: 5554.158203
	Iteration 16Q: 3 clusters Score -1.013878e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72560 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -10138863.000000 Penalty: 5554.158203
	Iteration 17Q: 3 clusters Score -1.013886e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72601 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10138928.000000 Penalty: 5554.158203
	Iteration 18Q: 3 clusters Score -1.013893e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72616 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -10138949.000000 Penalty: 5554.158203
	Iteration 19Q: 3 clusters Score -1.013895e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72628 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -10138986.000000 Penalty: 5554.158203
	Iteration 20F: 3 clusters Score -1.013899e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72644 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -10139013.000000 Penalty: 5554.158203
	Iteration 21Q: 3 clusters Score -1.013901e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72648 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10139023.000000 Penalty: 5554.158203
	Iteration 22Q: 3 clusters Score -1.013902e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72650 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -10139042.000000 Penalty: 5554.158203
	Iteration 23Q: 3 clusters Score -1.013904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72653 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10139049.000000 Penalty: 5554.158203
	Iteration 24Q: 3 clusters Score -1.013905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72653 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10139047.000000 Penalty: 5554.158203
	Iteration 25Q: 3 clusters Score -1.013905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72653 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10139055.000000 Penalty: 5554.158203
	Iteration 26Q: 3 clusters Score -1.013906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72654 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10139051.000000 Penalty: 5554.158203
	Iteration 27Q: 3 clusters Score -1.013905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72654 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10139051.000000 Penalty: 5554.158203
	Iteration 28F: 3 clusters Score -1.013905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Entering Unmasked Estep 
Score: -759482.750000 Penalty: 2142.530029
	Iteration 0F: 2 clusters Score -759482.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -754536.062500 Penalty: 4285.060059
	Iteration 0F: 3 clusters Score -754536.1 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -755768.562500 Penalty: 4285.060059
	Iteration 1F: 3 clusters Score -755768.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -756010.250000 Penalty: 4285.060059
	Iteration 2F: 3 clusters Score -756010.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -756168.875000 Penalty: 4285.060059
	Iteration 3F: 3 clusters Score -756168.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -756291.625000 Penalty: 4285.060059
	Iteration 4Q: 3 clusters Score -756291.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -756411.750000 Penalty: 4285.060059
	Iteration 5Q: 3 clusters Score -756411.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -756533.062500 Penalty: 4285.060059
	Iteration 6Q: 3 clusters Score -756533.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -756667.312500 Penalty: 4285.060059
	Iteration 7Q: 3 clusters Score -756667.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -756809.250000 Penalty: 4285.060059
	Iteration 8Q: 3 clusters Score -756809.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -756965.000000 Penalty: 4285.060059
	Iteration 9Q: 3 clusters Score -756965 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -757149.687500 Penalty: 4285.060059
	Iteration 10Q: 3 clusters Score -757149.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -757311.937500 Penalty: 4285.060059
	Iteration 11Q: 3 clusters Score -757311.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -757475.625000 Penalty: 4285.060059
	Iteration 12Q: 3 clusters Score -757475.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -757636.125000 Penalty: 4285.060059
	Iteration 13Q: 3 clusters Score -757636.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -757785.875000 Penalty: 4285.060059
	Iteration 14Q: 3 clusters Score -757785.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -757910.062500 Penalty: 4285.060059
	Iteration 15Q: 3 clusters Score -757910.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -757997.062500 Penalty: 4285.060059
	Iteration 16Q: 3 clusters Score -757997.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -758073.187500 Penalty: 4285.060059
	Iteration 17Q: 3 clusters Score -758073.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -758150.187500 Penalty: 4285.060059
	Iteration 18Q: 3 clusters Score -758150.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -758221.250000 Penalty: 4285.060059
	Iteration 19Q: 3 clusters Score -758221.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -758301.937500 Penalty: 4285.060059
	Iteration 20F: 3 clusters Score -758301.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -758388.562500 Penalty: 4285.060059
	Iteration 21Q: 3 clusters Score -758388.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -758457.312500 Penalty: 4285.060059
	Iteration 22Q: 3 clusters Score -758457.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -758520.375000 Penalty: 4285.060059
	Iteration 23Q: 3 clusters Score -758520.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -758613.875000 Penalty: 4285.060059
	Iteration 24Q: 3 clusters Score -758613.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -758680.812500 Penalty: 4285.060059
	Iteration 25Q: 3 clusters Score -758680.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -758733.250000 Penalty: 4285.060059
	Iteration 26Q: 3 clusters Score -758733.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -758781.437500 Penalty: 4285.060059
	Iteration 27Q: 3 clusters Score -758781.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -758821.062500 Penalty: 4285.060059
	Iteration 28Q: 3 clusters Score -758821.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -758852.437500 Penalty: 4285.060059
	Iteration 29Q: 3 clusters Score -758852.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -758866.312500 Penalty: 4285.060059
	Iteration 30Q: 3 clusters Score -758866.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -758871.500000 Penalty: 4285.060059
	Iteration 31Q: 3 clusters Score -758871.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -758875.250000 Penalty: 4285.060059
	Iteration 32Q: 3 clusters Score -758875.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -758877.000000 Penalty: 4285.060059
	Iteration 33Q: 3 clusters Score -758877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -758877.875000 Penalty: 4285.060059
	Iteration 34Q: 3 clusters Score -758877.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -758879.812500 Penalty: 4285.060059
	Iteration 35Q: 3 clusters Score -758879.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -758880.187500 Penalty: 4285.060059
	Iteration 36Q: 3 clusters Score -758880.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -758879.687500 Penalty: 4285.060059
	Iteration 37Q: 3 clusters Score -758879.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -758879.687500 Penalty: 4285.060059
	Iteration 38F: 3 clusters Score -758879.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -533738.812500 Penalty: 2053.427979
	Iteration 0F: 2 clusters Score -533738.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -529893.000000 Penalty: 4106.855957
	Iteration 0F: 3 clusters Score -529893 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -530725.937500 Penalty: 4106.855957
	Iteration 1F: 3 clusters Score -530725.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -530943.625000 Penalty: 4106.855957
	Iteration 2F: 3 clusters Score -530943.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -531089.437500 Penalty: 4106.855957
	Iteration 3F: 3 clusters Score -531089.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -531197.875000 Penalty: 4106.855957
	Iteration 4Q: 3 clusters Score -531197.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -531310.062500 Penalty: 4106.855957
	Iteration 5Q: 3 clusters Score -531310.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -531420.812500 Penalty: 4106.855957
	Iteration 6Q: 3 clusters Score -531420.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -531546.875000 Penalty: 4106.855957
	Iteration 7Q: 3 clusters Score -531546.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -531660.000000 Penalty: 4106.855957
	Iteration 8Q: 3 clusters Score -531660 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -531770.375000 Penalty: 4106.855957
	Iteration 9Q: 3 clusters Score -531770.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -531860.625000 Penalty: 4106.855957
	Iteration 10Q: 3 clusters Score -531860.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -531925.375000 Penalty: 4106.855957
	Iteration 11Q: 3 clusters Score -531925.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -531979.437500 Penalty: 4106.855957
	Iteration 12Q: 3 clusters Score -531979.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -532019.437500 Penalty: 4106.855957
	Iteration 13Q: 3 clusters Score -532019.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -532050.625000 Penalty: 4106.855957
	Iteration 14Q: 3 clusters Score -532050.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -532071.437500 Penalty: 4106.855957
	Iteration 15Q: 3 clusters Score -532071.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -532087.187500 Penalty: 4106.855957
	Iteration 16Q: 3 clusters Score -532087.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -532100.937500 Penalty: 4106.855957
	Iteration 17Q: 3 clusters Score -532100.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -532112.250000 Penalty: 4106.855957
	Iteration 18Q: 3 clusters Score -532112.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -532121.375000 Penalty: 4106.855957
	Iteration 19Q: 3 clusters Score -532121.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -532124.125000 Penalty: 4106.855957
	Iteration 20F: 3 clusters Score -532124.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -532129.437500 Penalty: 4106.855957
	Iteration 21Q: 3 clusters Score -532129.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -532130.437500 Penalty: 4106.855957
	Iteration 22Q: 3 clusters Score -532130.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -532131.500000 Penalty: 4106.855957
	Iteration 23Q: 3 clusters Score -532131.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -532131.500000 Penalty: 4106.855957
	Iteration 24F: 3 clusters Score -532131.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Entering Unmasked Estep 
Score: -1042321.750000 Penalty: 2217.016113
	Iteration 0F: 2 clusters Score -1042322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1036147.000000 Penalty: 4434.032227
	Iteration 0F: 3 clusters Score -1036147 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1037806.750000 Penalty: 4434.032227
	Iteration 1F: 3 clusters Score -1037807 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1038218.625000 Penalty: 4434.032227
	Iteration 2F: 3 clusters Score -1038219 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1038543.250000 Penalty: 4434.032227
	Iteration 3F: 3 clusters Score -1038543 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1038826.750000 Penalty: 4434.032227
	Iteration 4F: 3 clusters Score -1038827 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1039107.125000 Penalty: 4434.032227
	Iteration 5F: 3 clusters Score -1039107 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1039381.000000 Penalty: 4434.032227
	Iteration 6Q: 3 clusters Score -1039381 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1039644.750000 Penalty: 4434.032227
	Iteration 7Q: 3 clusters Score -1039645 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1039921.000000 Penalty: 4434.032227
	Iteration 8Q: 3 clusters Score -1039921 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1040184.937500 Penalty: 4434.032227
	Iteration 9Q: 3 clusters Score -1040185 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1040404.750000 Penalty: 4434.032227
	Iteration 10Q: 3 clusters Score -1040405 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1040618.937500 Penalty: 4434.032227
	Iteration 11Q: 3 clusters Score -1040619 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1040805.687500 Penalty: 4434.032227
	Iteration 12Q: 3 clusters Score -1040806 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1040965.625000 Penalty: 4434.032227
	Iteration 13Q: 3 clusters Score -1040966 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1041078.937500 Penalty: 4434.032227
	Iteration 14Q: 3 clusters Score -1041079 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1041158.937500 Penalty: 4434.032227
	Iteration 15Q: 3 clusters Score -1041159 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1041253.687500 Penalty: 4434.032227
	Iteration 16Q: 3 clusters Score -1041254 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1041337.125000 Penalty: 4434.032227
	Iteration 17Q: 3 clusters Score -1041337 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1041421.125000 Penalty: 4434.032227
	Iteration 18Q: 3 clusters Score -1041421 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1041500.125000 Penalty: 4434.032227
	Iteration 19Q: 3 clusters Score -1041500 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1041566.375000 Penalty: 4434.032227
	Iteration 20F: 3 clusters Score -1041566 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1041594.437500 Penalty: 4434.032227
	Iteration 21Q: 3 clusters Score -1041594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1041615.812500 Penalty: 4434.032227
	Iteration 22Q: 3 clusters Score -1041616 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1041638.812500 Penalty: 4434.032227
	Iteration 23Q: 3 clusters Score -1041639 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1041648.125000 Penalty: 4434.032227
	Iteration 24Q: 3 clusters Score -1041648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1041657.687500 Penalty: 4434.032227
	Iteration 25Q: 3 clusters Score -1041658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1041665.875000 Penalty: 4434.032227
	Iteration 26Q: 3 clusters Score -1041666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1041675.625000 Penalty: 4434.032227
	Iteration 27Q: 3 clusters Score -1041676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1041681.625000 Penalty: 4434.032227
	Iteration 28Q: 3 clusters Score -1041682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1041685.562500 Penalty: 4434.032227
	Iteration 29Q: 3 clusters Score -1041686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1041690.562500 Penalty: 4434.032227
	Iteration 30Q: 3 clusters Score -1041691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1041691.375000 Penalty: 4434.032227
	Iteration 31Q: 3 clusters Score -1041691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1041692.750000 Penalty: 4434.032227
	Iteration 32Q: 3 clusters Score -1041693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1041692.562500 Penalty: 4434.032227
	Iteration 33Q: 3 clusters Score -1041693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1041692.000000 Penalty: 4434.032227
	Iteration 34Q: 3 clusters Score -1041692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1041692.687500 Penalty: 4434.032227
	Iteration 35Q: 3 clusters Score -1041693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1041692.750000 Penalty: 4434.032227
	Iteration 36Q: 3 clusters Score -1041693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1041692.750000 Penalty: 4434.032227
	Iteration 37F: 3 clusters Score -1041693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Entering Unmasked Estep 
Score: -161891.500000 Penalty: 1766.270874
	Iteration 0F: 2 clusters Score -161891.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -159835.734375 Penalty: 3532.541748
	Iteration 0F: 3 clusters Score -159835.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -160234.062500 Penalty: 3532.541748
	Iteration 1F: 3 clusters Score -160234.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -160458.578125 Penalty: 3532.541748
	Iteration 2F: 3 clusters Score -160458.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -160752.515625 Penalty: 3532.541748
	Iteration 3F: 3 clusters Score -160752.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -160914.437500 Penalty: 3532.541748
	Iteration 4F: 3 clusters Score -160914.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -161019.250000 Penalty: 3532.541748
	Iteration 5Q: 3 clusters Score -161019.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -161147.828125 Penalty: 3532.541748
	Iteration 6Q: 3 clusters Score -161147.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -161212.921875 Penalty: 3532.541748
	Iteration 7Q: 3 clusters Score -161212.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -161251.968750 Penalty: 3532.541748
	Iteration 8Q: 3 clusters Score -161252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -161283.390625 Penalty: 3532.541748
	Iteration 9Q: 3 clusters Score -161283.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -161324.703125 Penalty: 3532.541748
	Iteration 10Q: 3 clusters Score -161324.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -161376.875000 Penalty: 3532.541748
	Iteration 11Q: 3 clusters Score -161376.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -161450.828125 Penalty: 3532.541748
	Iteration 12Q: 3 clusters Score -161450.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -161546.718750 Penalty: 3532.541748
	Iteration 13Q: 3 clusters Score -161546.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -161973.093750 Penalty: 3532.541748
	Iteration 14Q: 3 clusters Score -161973.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -162177.640625 Penalty: 3532.541748
	Iteration 15Q: 3 clusters Score -162177.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -162262.937500 Penalty: 3532.541748
	Iteration 16Q: 3 clusters Score -162262.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -162335.406250 Penalty: 3532.541748
	Iteration 17Q: 3 clusters Score -162335.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -162412.312500 Penalty: 3532.541748
	Iteration 18Q: 3 clusters Score -162412.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -162517.703125 Penalty: 3532.541748
	Iteration 19Q: 3 clusters Score -162517.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -162739.625000 Penalty: 3532.541748
	Iteration 20F: 3 clusters Score -162739.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -162856.531250 Penalty: 3532.541748
	Iteration 21Q: 3 clusters Score -162856.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -162864.437500 Penalty: 3532.541748
	Iteration 22Q: 3 clusters Score -162864.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -162864.437500 Penalty: 3532.541748
	Iteration 23F: 3 clusters Score -162864.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 130022 members 
Mstep: Class 3 contains 45333 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 186929 members 
Mstep: Class 6 contains 127798 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 27948 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 55527 members 
Mstep: Class 13 contains 17502 members 
Mstep: Class 14 contains 12541 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 35623 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 138299 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 43192 members 
Mstep: Class 22 contains 72977 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 597 members 
Mstep: Class 27 contains 2887 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 42098 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 6311 members 
Mstep: Class 34 contains 642 members 
Entering Unmasked Estep 
Score: -142935056.000000 Penalty: 116931.921875
Splitting cluster 26 changes total score from -142935728.000000 to -142935056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Entering Unmasked Estep 
Score: -387899.875000 Penalty: 1976.057373
	Iteration 0F: 2 clusters Score -387899.9 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 1501 members 
Entering Unmasked Estep 
Score: -384726.812500 Penalty: 3952.114746
	Iteration 0F: 3 clusters Score -384726.8 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -385315.406250 Penalty: 3952.114746
	Iteration 1F: 3 clusters Score -385315.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -385509.968750 Penalty: 3952.114746
	Iteration 2F: 3 clusters Score -385510 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -385652.468750 Penalty: 3952.114746
	Iteration 3F: 3 clusters Score -385652.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -385753.781250 Penalty: 3952.114746
	Iteration 4Q: 3 clusters Score -385753.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -385829.093750 Penalty: 3952.114746
	Iteration 5Q: 3 clusters Score -385829.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -385903.062500 Penalty: 3952.114746
	Iteration 6Q: 3 clusters Score -385903.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -385954.468750 Penalty: 3952.114746
	Iteration 7Q: 3 clusters Score -385954.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -385997.812500 Penalty: 3952.114746
	Iteration 8Q: 3 clusters Score -385997.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -386025.250000 Penalty: 3952.114746
	Iteration 9Q: 3 clusters Score -386025.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -386044.000000 Penalty: 3952.114746
	Iteration 10Q: 3 clusters Score -386044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -386060.968750 Penalty: 3952.114746
	Iteration 11Q: 3 clusters Score -386061 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -386078.062500 Penalty: 3952.114746
	Iteration 12Q: 3 clusters Score -386078.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -386090.937500 Penalty: 3952.114746
	Iteration 13Q: 3 clusters Score -386090.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -386104.125000 Penalty: 3952.114746
	Iteration 14Q: 3 clusters Score -386104.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -386112.937500 Penalty: 3952.114746
	Iteration 15Q: 3 clusters Score -386112.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -386114.843750 Penalty: 3952.114746
	Iteration 16Q: 3 clusters Score -386114.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -386118.281250 Penalty: 3952.114746
	Iteration 17Q: 3 clusters Score -386118.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -386120.562500 Penalty: 3952.114746
	Iteration 18Q: 3 clusters Score -386120.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -386121.593750 Penalty: 3952.114746
	Iteration 19Q: 3 clusters Score -386121.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -386124.031250 Penalty: 3952.114746
	Iteration 20F: 3 clusters Score -386124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -386125.156250 Penalty: 3952.114746
	Iteration 21Q: 3 clusters Score -386125.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -386126.843750 Penalty: 3952.114746
	Iteration 22Q: 3 clusters Score -386126.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -386128.968750 Penalty: 3952.114746
	Iteration 23Q: 3 clusters Score -386129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -386131.250000 Penalty: 3952.114746
	Iteration 24Q: 3 clusters Score -386131.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -386134.093750 Penalty: 3952.114746
	Iteration 25Q: 3 clusters Score -386134.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -386135.281250 Penalty: 3952.114746
	Iteration 26Q: 3 clusters Score -386135.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -386136.468750 Penalty: 3952.114746
	Iteration 27Q: 3 clusters Score -386136.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -386136.156250 Penalty: 3952.114746
	Iteration 28Q: 3 clusters Score -386136.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -386138.250000 Penalty: 3952.114746
	Iteration 29Q: 3 clusters Score -386138.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -386140.468750 Penalty: 3952.114746
	Iteration 30Q: 3 clusters Score -386140.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -386141.906250 Penalty: 3952.114746
	Iteration 31Q: 3 clusters Score -386141.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -386143.281250 Penalty: 3952.114746
	Iteration 32Q: 3 clusters Score -386143.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -386143.343750 Penalty: 3952.114746
	Iteration 33Q: 3 clusters Score -386143.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -386143.343750 Penalty: 3952.114746
	Iteration 34F: 3 clusters Score -386143.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -71904.531250 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -71904.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -70347.203125 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -70347.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -70546.039062 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -70546.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -70620.929688 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -70620.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70654.468750 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -70654.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70679.210938 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -70679.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -70711.429688 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -70711.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -70727.398438 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -70727.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70737.500000 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -70737.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70758.351562 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -70758.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -70784.210938 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -70784.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -70841.078125 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -70841.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70919.445312 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -70919.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -70977.445312 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -70977.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -71012.703125 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -71012.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -71050.070312 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -71050.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -71082.953125 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -71082.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -71114.867188 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -71114.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -71150.429688 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -71150.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -71179.742188 Penalty: 3152.629395
	Iteration 18Q: 3 clusters Score -71179.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71193.664062 Penalty: 3152.629395
	Iteration 19Q: 3 clusters Score -71193.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71218.976562 Penalty: 3152.629395
	Iteration 20F: 3 clusters Score -71218.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -71254.945312 Penalty: 3152.629395
	Iteration 21Q: 3 clusters Score -71254.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -71305.039062 Penalty: 3152.629395
	Iteration 22Q: 3 clusters Score -71305.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -71339.945312 Penalty: 3152.629395
	Iteration 23Q: 3 clusters Score -71339.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -71346.000000 Penalty: 3152.629395
	Iteration 24Q: 3 clusters Score -71346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -71371.929688 Penalty: 3152.629395
	Iteration 25Q: 3 clusters Score -71371.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71396.203125 Penalty: 3152.629395
	Iteration 26Q: 3 clusters Score -71396.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -71404.406250 Penalty: 3152.629395
	Iteration 27Q: 3 clusters Score -71404.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -71410.820312 Penalty: 3152.629395
	Iteration 28Q: 3 clusters Score -71410.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -71418.039062 Penalty: 3152.629395
	Iteration 29Q: 3 clusters Score -71418.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -71418.039062 Penalty: 3152.629395
	Iteration 30F: 3 clusters Score -71418.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -26698.179688 Penalty: 1326.082642
	Iteration 0F: 2 clusters Score -26698.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25571.521484 Penalty: 2652.165283
	Iteration 0F: 3 clusters Score -25571.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25622.914062 Penalty: 2652.165283
	Iteration 1Q: 3 clusters Score -25622.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25635.714844 Penalty: 2652.165283
	Iteration 2Q: 3 clusters Score -25635.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25635.714844 Penalty: 2652.165283
	Iteration 3F: 3 clusters Score -25635.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Entering Unmasked Estep 
Score: -2084011.750000 Penalty: 2389.663086
	Iteration 0F: 2 clusters Score -2084012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2072963.500000 Penalty: 4779.326172
	Iteration 0F: 3 clusters Score -2072964 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2076510.000000 Penalty: 4779.326172
	Iteration 1F: 3 clusters Score -2076510 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2076899.625000 Penalty: 4779.326172
	Iteration 2F: 3 clusters Score -2076900 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2077212.500000 Penalty: 4779.326172
	Iteration 3Q: 3 clusters Score -2077212 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2077474.500000 Penalty: 4779.326172
	Iteration 4Q: 3 clusters Score -2077474 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2077718.125000 Penalty: 4779.326172
	Iteration 5Q: 3 clusters Score -2077718 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2077995.250000 Penalty: 4779.326172
	Iteration 6Q: 3 clusters Score -2077995 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2078313.625000 Penalty: 4779.326172
	Iteration 7Q: 3 clusters Score -2078314 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2078687.000000 Penalty: 4779.326172
	Iteration 8Q: 3 clusters Score -2078687 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2079122.250000 Penalty: 4779.326172
	Iteration 9Q: 3 clusters Score -2079122 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2079640.250000 Penalty: 4779.326172
	Iteration 10Q: 3 clusters Score -2079640 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2080255.125000 Penalty: 4779.326172
	Iteration 11Q: 3 clusters Score -2080255 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2080852.750000 Penalty: 4779.326172
	Iteration 12Q: 3 clusters Score -2080853 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2081325.375000 Penalty: 4779.326172
	Iteration 13Q: 3 clusters Score -2081325 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2081628.125000 Penalty: 4779.326172
	Iteration 14Q: 3 clusters Score -2081628 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2081814.500000 Penalty: 4779.326172
	Iteration 15Q: 3 clusters Score -2081814 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2081936.000000 Penalty: 4779.326172
	Iteration 16Q: 3 clusters Score -2081936 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2081999.375000 Penalty: 4779.326172
	Iteration 17Q: 3 clusters Score -2081999 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2082042.875000 Penalty: 4779.326172
	Iteration 18Q: 3 clusters Score -2082043 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2082075.875000 Penalty: 4779.326172
	Iteration 19Q: 3 clusters Score -2082076 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2082096.625000 Penalty: 4779.326172
	Iteration 20F: 3 clusters Score -2082097 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2082110.875000 Penalty: 4779.326172
	Iteration 21Q: 3 clusters Score -2082111 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2082125.500000 Penalty: 4779.326172
	Iteration 22Q: 3 clusters Score -2082126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2082135.125000 Penalty: 4779.326172
	Iteration 23Q: 3 clusters Score -2082135 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2082138.375000 Penalty: 4779.326172
	Iteration 24Q: 3 clusters Score -2082138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2082149.375000 Penalty: 4779.326172
	Iteration 25Q: 3 clusters Score -2082149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2082151.500000 Penalty: 4779.326172
	Iteration 26Q: 3 clusters Score -2082152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2082158.625000 Penalty: 4779.326172
	Iteration 27Q: 3 clusters Score -2082159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2082164.750000 Penalty: 4779.326172
	Iteration 28Q: 3 clusters Score -2082165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2082161.125000 Penalty: 4779.326172
	Iteration 29Q: 3 clusters Score -2082161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2082168.750000 Penalty: 4779.326172
	Iteration 30Q: 3 clusters Score -2082169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2082176.375000 Penalty: 4779.326172
	Iteration 31Q: 3 clusters Score -2082176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2082178.500000 Penalty: 4779.326172
	Iteration 32Q: 3 clusters Score -2082178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2082183.750000 Penalty: 4779.326172
	Iteration 33Q: 3 clusters Score -2082184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2082184.125000 Penalty: 4779.326172
	Iteration 34Q: 3 clusters Score -2082184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2082185.000000 Penalty: 4779.326172
	Iteration 35Q: 3 clusters Score -2082185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2082186.875000 Penalty: 4779.326172
	Iteration 36Q: 3 clusters Score -2082187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2082184.375000 Penalty: 4779.326172
	Iteration 37Q: 3 clusters Score -2082184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2082186.125000 Penalty: 4779.326172
	Iteration 38Q: 3 clusters Score -2082186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2082188.375000 Penalty: 4779.326172
	Iteration 39Q: 3 clusters Score -2082188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2082191.000000 Penalty: 4779.326172
	Iteration 40F: 3 clusters Score -2082191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2082192.375000 Penalty: 4779.326172
	Iteration 41Q: 3 clusters Score -2082192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2082195.125000 Penalty: 4779.326172
	Iteration 42Q: 3 clusters Score -2082195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2082196.125000 Penalty: 4779.326172
	Iteration 43Q: 3 clusters Score -2082196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2082197.125000 Penalty: 4779.326172
	Iteration 44Q: 3 clusters Score -2082197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2082199.125000 Penalty: 4779.326172
	Iteration 45Q: 3 clusters Score -2082199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2082205.875000 Penalty: 4779.326172
	Iteration 46Q: 3 clusters Score -2082206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -2082211.125000 Penalty: 4779.326172
	Iteration 47Q: 3 clusters Score -2082211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2082216.250000 Penalty: 4779.326172
	Iteration 48Q: 3 clusters Score -2082216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2082219.875000 Penalty: 4779.326172
	Iteration 49Q: 3 clusters Score -2082220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2082224.125000 Penalty: 4779.326172
	Iteration 50Q: 3 clusters Score -2082224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2082229.375000 Penalty: 4779.326172
	Iteration 51Q: 3 clusters Score -2082229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2082236.625000 Penalty: 4779.326172
	Iteration 52Q: 3 clusters Score -2082237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2082239.000000 Penalty: 4779.326172
	Iteration 53Q: 3 clusters Score -2082239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2082240.500000 Penalty: 4779.326172
	Iteration 54Q: 3 clusters Score -2082240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2082239.625000 Penalty: 4779.326172
	Iteration 55Q: 3 clusters Score -2082240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2082242.500000 Penalty: 4779.326172
	Iteration 56Q: 3 clusters Score -2082242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2082244.500000 Penalty: 4779.326172
	Iteration 57Q: 3 clusters Score -2082244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -2082244.375000 Penalty: 4779.326172
	Iteration 58Q: 3 clusters Score -2082244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2082246.500000 Penalty: 4779.326172
	Iteration 59Q: 3 clusters Score -2082246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2082250.625000 Penalty: 4779.326172
	Iteration 60F: 3 clusters Score -2082251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2082249.125000 Penalty: 4779.326172
	Iteration 61Q: 3 clusters Score -2082249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2082251.250000 Penalty: 4779.326172
	Iteration 62Q: 3 clusters Score -2082251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2082251.875000 Penalty: 4779.326172
	Iteration 63Q: 3 clusters Score -2082252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2082252.000000 Penalty: 4779.326172
	Iteration 64Q: 3 clusters Score -2082252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2082251.000000 Penalty: 4779.326172
	Iteration 65Q: 3 clusters Score -2082251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2082250.375000 Penalty: 4779.326172
	Iteration 66Q: 3 clusters Score -2082250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2082250.375000 Penalty: 4779.326172
	Iteration 67F: 3 clusters Score -2082250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (42098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Entering Unmasked Estep 
Score: -5694400.500000 Penalty: 2640.643311
	Iteration 0F: 2 clusters Score -5694400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -5665782.500000 Penalty: 5281.286621
	Iteration 0F: 3 clusters Score -5665782 nChanged 19429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -5676196.500000 Penalty: 5281.286621
	Iteration 1F: 3 clusters Score -5676196 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -5676704.500000 Penalty: 5281.286621
	Iteration 2Q: 3 clusters Score -5676704 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -5677168.500000 Penalty: 5281.286621
	Iteration 3Q: 3 clusters Score -5677168 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -5677638.000000 Penalty: 5281.286621
	Iteration 4Q: 3 clusters Score -5677638 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -5678093.000000 Penalty: 5281.286621
	Iteration 5Q: 3 clusters Score -5678093 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -5678642.500000 Penalty: 5281.286621
	Iteration 6Q: 3 clusters Score -5678642 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -5679396.000000 Penalty: 5281.286621
	Iteration 7Q: 3 clusters Score -5679396 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -5680400.000000 Penalty: 5281.286621
	Iteration 8Q: 3 clusters Score -5680400 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -5681506.500000 Penalty: 5281.286621
	Iteration 9F: 3 clusters Score -5681506 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -5682715.000000 Penalty: 5281.286621
	Iteration 10F: 3 clusters Score -5682715 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -5683801.500000 Penalty: 5281.286621
	Iteration 11F: 3 clusters Score -5683802 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -5684651.500000 Penalty: 5281.286621
	Iteration 12Q: 3 clusters Score -5684652 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -5685315.500000 Penalty: 5281.286621
	Iteration 13Q: 3 clusters Score -5685316 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -5685778.000000 Penalty: 5281.286621
	Iteration 14Q: 3 clusters Score -5685778 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -5686091.500000 Penalty: 5281.286621
	Iteration 15Q: 3 clusters Score -5686092 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -5686303.000000 Penalty: 5281.286621
	Iteration 16Q: 3 clusters Score -5686303 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -5686464.500000 Penalty: 5281.286621
	Iteration 17Q: 3 clusters Score -5686464 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -5686584.000000 Penalty: 5281.286621
	Iteration 18Q: 3 clusters Score -5686584 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -5686715.000000 Penalty: 5281.286621
	Iteration 19Q: 3 clusters Score -5686715 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -5686871.000000 Penalty: 5281.286621
	Iteration 20F: 3 clusters Score -5686871 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -5687064.500000 Penalty: 5281.286621
	Iteration 21Q: 3 clusters Score -5687064 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -5687321.000000 Penalty: 5281.286621
	Iteration 22Q: 3 clusters Score -5687321 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -5687648.000000 Penalty: 5281.286621
	Iteration 23Q: 3 clusters Score -5687648 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -5687998.500000 Penalty: 5281.286621
	Iteration 24Q: 3 clusters Score -5687998 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -5688498.000000 Penalty: 5281.286621
	Iteration 25Q: 3 clusters Score -5688498 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -5689122.500000 Penalty: 5281.286621
	Iteration 26Q: 3 clusters Score -5689122 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -5689900.500000 Penalty: 5281.286621
	Iteration 27Q: 3 clusters Score -5689900 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -5690736.000000 Penalty: 5281.286621
	Iteration 28Q: 3 clusters Score -5690736 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -5691378.000000 Penalty: 5281.286621
	Iteration 29Q: 3 clusters Score -5691378 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -5691702.000000 Penalty: 5281.286621
	Iteration 30Q: 3 clusters Score -5691702 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -5691884.000000 Penalty: 5281.286621
	Iteration 31Q: 3 clusters Score -5691884 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -5691979.000000 Penalty: 5281.286621
	Iteration 32Q: 3 clusters Score -5691979 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -5692049.500000 Penalty: 5281.286621
	Iteration 33Q: 3 clusters Score -5692050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -5692084.000000 Penalty: 5281.286621
	Iteration 34Q: 3 clusters Score -5692084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -5692106.000000 Penalty: 5281.286621
	Iteration 35Q: 3 clusters Score -5692106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -5692117.000000 Penalty: 5281.286621
	Iteration 36Q: 3 clusters Score -5692117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -5692129.500000 Penalty: 5281.286621
	Iteration 37Q: 3 clusters Score -5692130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -5692142.500000 Penalty: 5281.286621
	Iteration 38Q: 3 clusters Score -5692142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -5692150.000000 Penalty: 5281.286621
	Iteration 39Q: 3 clusters Score -5692150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -5692155.000000 Penalty: 5281.286621
	Iteration 40F: 3 clusters Score -5692155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -5692165.000000 Penalty: 5281.286621
	Iteration 41Q: 3 clusters Score -5692165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -5692167.000000 Penalty: 5281.286621
	Iteration 42Q: 3 clusters Score -5692167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -5692164.000000 Penalty: 5281.286621
	Iteration 43Q: 3 clusters Score -5692164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -5692164.000000 Penalty: 5281.286621
	Iteration 44F: 3 clusters Score -5692164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Entering Unmasked Estep 
Score: -775319.500000 Penalty: 2141.826660
	Iteration 0F: 2 clusters Score -775319.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -770362.937500 Penalty: 4283.653320
	Iteration 0F: 3 clusters Score -770362.9 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -771559.062500 Penalty: 4283.653320
	Iteration 1F: 3 clusters Score -771559.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -771793.250000 Penalty: 4283.653320
	Iteration 2F: 3 clusters Score -771793.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -771960.375000 Penalty: 4283.653320
	Iteration 3F: 3 clusters Score -771960.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -772090.750000 Penalty: 4283.653320
	Iteration 4Q: 3 clusters Score -772090.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -772190.625000 Penalty: 4283.653320
	Iteration 5Q: 3 clusters Score -772190.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -772274.437500 Penalty: 4283.653320
	Iteration 6Q: 3 clusters Score -772274.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -772356.937500 Penalty: 4283.653320
	Iteration 7Q: 3 clusters Score -772356.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -772438.875000 Penalty: 4283.653320
	Iteration 8Q: 3 clusters Score -772438.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -772520.875000 Penalty: 4283.653320
	Iteration 9Q: 3 clusters Score -772520.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -772578.437500 Penalty: 4283.653320
	Iteration 10Q: 3 clusters Score -772578.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -772622.437500 Penalty: 4283.653320
	Iteration 11Q: 3 clusters Score -772622.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -772660.000000 Penalty: 4283.653320
	Iteration 12Q: 3 clusters Score -772660 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -772687.500000 Penalty: 4283.653320
	Iteration 13Q: 3 clusters Score -772687.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -772708.500000 Penalty: 4283.653320
	Iteration 14Q: 3 clusters Score -772708.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -772724.562500 Penalty: 4283.653320
	Iteration 15Q: 3 clusters Score -772724.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -772739.812500 Penalty: 4283.653320
	Iteration 16Q: 3 clusters Score -772739.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -772755.937500 Penalty: 4283.653320
	Iteration 17Q: 3 clusters Score -772755.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -772772.937500 Penalty: 4283.653320
	Iteration 18Q: 3 clusters Score -772772.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -772787.375000 Penalty: 4283.653320
	Iteration 19Q: 3 clusters Score -772787.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -772798.500000 Penalty: 4283.653320
	Iteration 20F: 3 clusters Score -772798.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -772812.562500 Penalty: 4283.653320
	Iteration 21Q: 3 clusters Score -772812.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -772831.000000 Penalty: 4283.653320
	Iteration 22Q: 3 clusters Score -772831 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -772850.250000 Penalty: 4283.653320
	Iteration 23Q: 3 clusters Score -772850.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -772870.625000 Penalty: 4283.653320
	Iteration 24Q: 3 clusters Score -772870.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -772884.250000 Penalty: 4283.653320
	Iteration 25Q: 3 clusters Score -772884.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -772912.187500 Penalty: 4283.653320
	Iteration 26Q: 3 clusters Score -772912.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -772935.500000 Penalty: 4283.653320
	Iteration 27Q: 3 clusters Score -772935.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -772961.500000 Penalty: 4283.653320
	Iteration 28Q: 3 clusters Score -772961.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -772990.812500 Penalty: 4283.653320
	Iteration 29Q: 3 clusters Score -772990.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -773016.687500 Penalty: 4283.653320
	Iteration 30Q: 3 clusters Score -773016.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -773039.500000 Penalty: 4283.653320
	Iteration 31Q: 3 clusters Score -773039.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -773055.375000 Penalty: 4283.653320
	Iteration 32Q: 3 clusters Score -773055.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -773071.937500 Penalty: 4283.653320
	Iteration 33Q: 3 clusters Score -773071.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -773091.312500 Penalty: 4283.653320
	Iteration 34Q: 3 clusters Score -773091.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -773114.750000 Penalty: 4283.653320
	Iteration 35Q: 3 clusters Score -773114.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -773137.750000 Penalty: 4283.653320
	Iteration 36Q: 3 clusters Score -773137.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -773159.125000 Penalty: 4283.653320
	Iteration 37Q: 3 clusters Score -773159.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -773169.125000 Penalty: 4283.653320
	Iteration 38Q: 3 clusters Score -773169.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -773181.562500 Penalty: 4283.653320
	Iteration 39Q: 3 clusters Score -773181.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -773192.187500 Penalty: 4283.653320
	Iteration 40F: 3 clusters Score -773192.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -773199.937500 Penalty: 4283.653320
	Iteration 41Q: 3 clusters Score -773199.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -773206.000000 Penalty: 4283.653320
	Iteration 42Q: 3 clusters Score -773206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -773211.125000 Penalty: 4283.653320
	Iteration 43Q: 3 clusters Score -773211.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -773218.437500 Penalty: 4283.653320
	Iteration 44Q: 3 clusters Score -773218.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -773231.437500 Penalty: 4283.653320
	Iteration 45Q: 3 clusters Score -773231.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -773241.437500 Penalty: 4283.653320
	Iteration 46Q: 3 clusters Score -773241.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -773251.875000 Penalty: 4283.653320
	Iteration 47Q: 3 clusters Score -773251.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -773258.062500 Penalty: 4283.653320
	Iteration 48Q: 3 clusters Score -773258.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -773263.500000 Penalty: 4283.653320
	Iteration 49Q: 3 clusters Score -773263.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -773266.500000 Penalty: 4283.653320
	Iteration 50Q: 3 clusters Score -773266.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -773269.062500 Penalty: 4283.653320
	Iteration 51Q: 3 clusters Score -773269.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -773271.250000 Penalty: 4283.653320
	Iteration 52Q: 3 clusters Score -773271.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -773273.562500 Penalty: 4283.653320
	Iteration 53Q: 3 clusters Score -773273.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -773274.750000 Penalty: 4283.653320
	Iteration 54Q: 3 clusters Score -773274.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -773276.437500 Penalty: 4283.653320
	Iteration 55Q: 3 clusters Score -773276.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -773278.062500 Penalty: 4283.653320
	Iteration 56Q: 3 clusters Score -773278.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -773280.562500 Penalty: 4283.653320
	Iteration 57Q: 3 clusters Score -773280.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -773281.937500 Penalty: 4283.653320
	Iteration 58Q: 3 clusters Score -773281.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -773284.812500 Penalty: 4283.653320
	Iteration 59Q: 3 clusters Score -773284.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -773287.937500 Penalty: 4283.653320
	Iteration 60F: 3 clusters Score -773287.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -773291.062500 Penalty: 4283.653320
	Iteration 61Q: 3 clusters Score -773291.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -773294.437500 Penalty: 4283.653320
	Iteration 62Q: 3 clusters Score -773294.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -773299.437500 Penalty: 4283.653320
	Iteration 63Q: 3 clusters Score -773299.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -773300.812500 Penalty: 4283.653320
	Iteration 64Q: 3 clusters Score -773300.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -773305.750000 Penalty: 4283.653320
	Iteration 65Q: 3 clusters Score -773305.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -773306.312500 Penalty: 4283.653320
	Iteration 66Q: 3 clusters Score -773306.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -773310.062500 Penalty: 4283.653320
	Iteration 67Q: 3 clusters Score -773310.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -773311.062500 Penalty: 4283.653320
	Iteration 68Q: 3 clusters Score -773311.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -773310.812500 Penalty: 4283.653320
	Iteration 69Q: 3 clusters Score -773310.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -773312.250000 Penalty: 4283.653320
	Iteration 70Q: 3 clusters Score -773312.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -773312.000000 Penalty: 4283.653320
	Iteration 71Q: 3 clusters Score -773312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -773311.937500 Penalty: 4283.653320
	Iteration 72Q: 3 clusters Score -773311.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -773311.937500 Penalty: 4283.653320
	Iteration 73F: 3 clusters Score -773311.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Entering Unmasked Estep 
Score: -843957.562500 Penalty: 2170.012207
	Iteration 0F: 2 clusters Score -843957.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -838616.312500 Penalty: 4340.024414
	Iteration 0F: 3 clusters Score -838616.3 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -839942.562500 Penalty: 4340.024414
	Iteration 1F: 3 clusters Score -839942.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -840182.000000 Penalty: 4340.024414
	Iteration 2F: 3 clusters Score -840182 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -840340.250000 Penalty: 4340.024414
	Iteration 3Q: 3 clusters Score -840340.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -840481.937500 Penalty: 4340.024414
	Iteration 4Q: 3 clusters Score -840481.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -840609.062500 Penalty: 4340.024414
	Iteration 5Q: 3 clusters Score -840609.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -840718.062500 Penalty: 4340.024414
	Iteration 6Q: 3 clusters Score -840718.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -840814.312500 Penalty: 4340.024414
	Iteration 7Q: 3 clusters Score -840814.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -840906.750000 Penalty: 4340.024414
	Iteration 8Q: 3 clusters Score -840906.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -841007.250000 Penalty: 4340.024414
	Iteration 9Q: 3 clusters Score -841007.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -841114.937500 Penalty: 4340.024414
	Iteration 10Q: 3 clusters Score -841114.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -841239.625000 Penalty: 4340.024414
	Iteration 11Q: 3 clusters Score -841239.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -841359.750000 Penalty: 4340.024414
	Iteration 12Q: 3 clusters Score -841359.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -841497.937500 Penalty: 4340.024414
	Iteration 13Q: 3 clusters Score -841497.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -841635.875000 Penalty: 4340.024414
	Iteration 14Q: 3 clusters Score -841635.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -841779.000000 Penalty: 4340.024414
	Iteration 15Q: 3 clusters Score -841779 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -841933.562500 Penalty: 4340.024414
	Iteration 16Q: 3 clusters Score -841933.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -842070.562500 Penalty: 4340.024414
	Iteration 17Q: 3 clusters Score -842070.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -842193.312500 Penalty: 4340.024414
	Iteration 18Q: 3 clusters Score -842193.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -842297.750000 Penalty: 4340.024414
	Iteration 19Q: 3 clusters Score -842297.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -842394.687500 Penalty: 4340.024414
	Iteration 20F: 3 clusters Score -842394.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -842479.437500 Penalty: 4340.024414
	Iteration 21Q: 3 clusters Score -842479.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -842553.812500 Penalty: 4340.024414
	Iteration 22Q: 3 clusters Score -842553.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -842624.437500 Penalty: 4340.024414
	Iteration 23Q: 3 clusters Score -842624.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -842694.062500 Penalty: 4340.024414
	Iteration 24Q: 3 clusters Score -842694.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -842754.562500 Penalty: 4340.024414
	Iteration 25Q: 3 clusters Score -842754.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -842809.375000 Penalty: 4340.024414
	Iteration 26Q: 3 clusters Score -842809.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -842879.000000 Penalty: 4340.024414
	Iteration 27Q: 3 clusters Score -842879 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -842944.562500 Penalty: 4340.024414
	Iteration 28Q: 3 clusters Score -842944.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -842991.437500 Penalty: 4340.024414
	Iteration 29Q: 3 clusters Score -842991.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -843026.125000 Penalty: 4340.024414
	Iteration 30Q: 3 clusters Score -843026.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -843048.750000 Penalty: 4340.024414
	Iteration 31Q: 3 clusters Score -843048.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -843071.562500 Penalty: 4340.024414
	Iteration 32Q: 3 clusters Score -843071.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -843090.937500 Penalty: 4340.024414
	Iteration 33Q: 3 clusters Score -843090.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -843102.062500 Penalty: 4340.024414
	Iteration 34Q: 3 clusters Score -843102.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -843107.875000 Penalty: 4340.024414
	Iteration 35Q: 3 clusters Score -843107.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -843114.250000 Penalty: 4340.024414
	Iteration 36Q: 3 clusters Score -843114.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -843117.750000 Penalty: 4340.024414
	Iteration 37Q: 3 clusters Score -843117.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -843124.750000 Penalty: 4340.024414
	Iteration 38Q: 3 clusters Score -843124.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -843127.375000 Penalty: 4340.024414
	Iteration 39Q: 3 clusters Score -843127.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -843130.312500 Penalty: 4340.024414
	Iteration 40F: 3 clusters Score -843130.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -843130.937500 Penalty: 4340.024414
	Iteration 41Q: 3 clusters Score -843130.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -843130.937500 Penalty: 4340.024414
	Iteration 42Q: 3 clusters Score -843130.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -843130.937500 Penalty: 4340.024414
	Iteration 43F: 3 clusters Score -843130.9 nChanged 0
--- Evaluating fit on full set of 3160532 points ---
Entering Unmasked Estep 
Score: -420326048.000000 Penalty: 122483.804688
23->34 Clusters: Score -420326048.000000, best is -420402016.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1053510 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 46096 members 
Mstep: Class 3 contains 45965 members 
Mstep: Class 4 contains 45729 members 
Mstep: Class 5 contains 45873 members 
Mstep: Class 6 contains 45641 members 
Mstep: Class 7 contains 45863 members 
Mstep: Class 8 contains 45682 members 
Mstep: Class 9 contains 46010 members 
Mstep: Class 10 contains 45708 members 
Mstep: Class 11 contains 45899 members 
Mstep: Class 12 contains 45859 members 
Mstep: Class 13 contains 45988 members 
Mstep: Class 14 contains 45448 members 
Mstep: Class 15 contains 45751 members 
Mstep: Class 16 contains 45795 members 
Mstep: Class 17 contains 46081 members 
Mstep: Class 18 contains 45712 members 
Mstep: Class 19 contains 45768 members 
Mstep: Class 20 contains 45346 members 
Mstep: Class 21 contains 45859 members 
Mstep: Class 22 contains 45919 members 
Mstep: Class 23 contains 45813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 635.307007 but Gain 3439.179688
Score: -138064800.000000 Penalty: 75661.828125
Iteration 0F: 23 clusters Score -1.380648e+08 nChanged 1003773
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 19511 members 
Mstep: Class 3 contains 36000 members 
Mstep: Class 5 contains 54845 members 
Mstep: Class 6 contains 29570 members 
Mstep: Class 7 contains 31810 members 
Mstep: Class 8 contains 37197 members 
Mstep: Class 9 contains 40632 members 
Mstep: Class 10 contains 18064 members 
Mstep: Class 11 contains 55915 members 
Mstep: Class 12 contains 40458 members 
Mstep: Class 13 contains 79743 members 
Mstep: Class 14 contains 33277 members 
Mstep: Class 15 contains 26960 members 
Mstep: Class 16 contains 71933 members 
Mstep: Class 17 contains 21475 members 
Mstep: Class 18 contains 96498 members 
Mstep: Class 19 contains 47657 members 
Mstep: Class 20 contains 104440 members 
Mstep: Class 21 contains 90222 members 
Mstep: Class 22 contains 39577 members 
Mstep: Class 23 contains 32493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140742688.000000 Penalty: 75661.828125
Iteration 1F: 23 clusters Score -1.407427e+08 nChanged 430279
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 14735 members 
Mstep: Class 3 contains 44276 members 
Mstep: Class 5 contains 78521 members 
Mstep: Class 6 contains 36654 members 
Mstep: Class 7 contains 33533 members 
Mstep: Class 8 contains 27733 members 
Mstep: Class 9 contains 49052 members 
Mstep: Class 10 contains 10068 members 
Mstep: Class 11 contains 43958 members 
Mstep: Class 12 contains 38785 members 
Mstep: Class 13 contains 63204 members 
Mstep: Class 14 contains 34955 members 
Mstep: Class 15 contains 45602 members 
Mstep: Class 16 contains 62524 members 
Mstep: Class 17 contains 17599 members 
Mstep: Class 18 contains 107745 members 
Mstep: Class 19 contains 46833 members 
Mstep: Class 20 contains 105646 members 
Mstep: Class 21 contains 57081 members 
Mstep: Class 22 contains 52111 members 
Mstep: Class 23 contains 42090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141683792.000000 Penalty: 75661.828125
Iteration 2F: 23 clusters Score -1.416838e+08 nChanged 303209
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 9071 members 
Mstep: Class 3 contains 52203 members 
Mstep: Class 5 contains 80142 members 
Mstep: Class 6 contains 41178 members 
Mstep: Class 7 contains 36160 members 
Mstep: Class 8 contains 19952 members 
Mstep: Class 9 contains 56696 members 
Mstep: Class 10 contains 6994 members 
Mstep: Class 11 contains 44803 members 
Mstep: Class 12 contains 37214 members 
Mstep: Class 13 contains 53057 members 
Mstep: Class 14 contains 39528 members 
Mstep: Class 15 contains 57422 members 
Mstep: Class 16 contains 58368 members 
Mstep: Class 17 contains 14933 members 
Mstep: Class 18 contains 109906 members 
Mstep: Class 19 contains 42717 members 
Mstep: Class 20 contains 131565 members 
Mstep: Class 21 contains 26870 members 
Mstep: Class 22 contains 55117 members 
Mstep: Class 23 contains 48352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142058016.000000 Penalty: 75661.828125
Iteration 3F: 23 clusters Score -1.42058e+08 nChanged 202570
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 5260 members 
Mstep: Class 3 contains 56860 members 
Mstep: Class 5 contains 78304 members 
Mstep: Class 6 contains 39018 members 
Mstep: Class 7 contains 38285 members 
Mstep: Class 8 contains 16903 members 
Mstep: Class 9 contains 56961 members 
Mstep: Class 10 contains 5924 members 
Mstep: Class 11 contains 41896 members 
Mstep: Class 12 contains 36637 members 
Mstep: Class 13 contains 39918 members 
Mstep: Class 14 contains 43165 members 
Mstep: Class 15 contains 59434 members 
Mstep: Class 16 contains 53573 members 
Mstep: Class 17 contains 11516 members 
Mstep: Class 18 contains 110253 members 
Mstep: Class 19 contains 44628 members 
Mstep: Class 20 contains 178186 members 
Mstep: Class 21 contains 11864 members 
Mstep: Class 22 contains 53149 members 
Mstep: Class 23 contains 47220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3220.480957 but Gain 3439.171875
Score: -142250400.000000 Penalty: 72222.656250
Iteration 4F: 22 clusters Score -1.422504e+08 nChanged 165714
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 3 contains 59265 members 
Mstep: Class 5 contains 75492 members 
Mstep: Class 6 contains 32885 members 
Mstep: Class 7 contains 40995 members 
Mstep: Class 8 contains 15273 members 
Mstep: Class 9 contains 53437 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 37317 members 
Mstep: Class 12 contains 35725 members 
Mstep: Class 13 contains 26853 members 
Mstep: Class 14 contains 44818 members 
Mstep: Class 15 contains 56353 members 
Mstep: Class 16 contains 46996 members 
Mstep: Class 17 contains 8434 members 
Mstep: Class 18 contains 110882 members 
Mstep: Class 19 contains 48481 members 
Mstep: Class 20 contains 238815 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 50216 members 
Mstep: Class 23 contains 41286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142390192.000000 Penalty: 72222.656250
Iteration 5F: 22 clusters Score -1.423902e+08 nChanged 141315
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 3 contains 60486 members 
Mstep: Class 5 contains 71655 members 
Mstep: Class 6 contains 26420 members 
Mstep: Class 7 contains 44356 members 
Mstep: Class 8 contains 14178 members 
Mstep: Class 9 contains 48205 members 
Mstep: Class 10 contains 6362 members 
Mstep: Class 11 contains 32699 members 
Mstep: Class 12 contains 34353 members 
Mstep: Class 13 contains 16047 members 
Mstep: Class 14 contains 45697 members 
Mstep: Class 15 contains 49630 members 
Mstep: Class 16 contains 41367 members 
Mstep: Class 17 contains 6222 members 
Mstep: Class 18 contains 107670 members 
Mstep: Class 19 contains 52106 members 
Mstep: Class 20 contains 298634 members 
Mstep: Class 21 contains 2522 members 
Mstep: Class 22 contains 46934 members 
Mstep: Class 23 contains 32619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142417280.000000 Penalty: 72222.656250
Iteration 6F: 22 clusters Score -1.424173e+08 nChanged 116394
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 3 contains 65766 members 
Mstep: Class 5 contains 72818 members 
Mstep: Class 6 contains 22764 members 
Mstep: Class 7 contains 49244 members 
Mstep: Class 8 contains 14383 members 
Mstep: Class 9 contains 45136 members 
Mstep: Class 10 contains 6952 members 
Mstep: Class 11 contains 29160 members 
Mstep: Class 12 contains 35801 members 
Mstep: Class 13 contains 8452 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 45864 members 
Mstep: Class 16 contains 40741 members 
Mstep: Class 17 contains 4896 members 
Mstep: Class 18 contains 105457 members 
Mstep: Class 19 contains 56102 members 
Mstep: Class 20 contains 316070 members 
Mstep: Class 21 contains 2057 members 
Mstep: Class 22 contains 45970 members 
Mstep: Class 23 contains 26370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142446272.000000 Penalty: 72222.656250
Iteration 7F: 22 clusters Score -1.424463e+08 nChanged 89798
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 3 contains 73827 members 
Mstep: Class 5 contains 76650 members 
Mstep: Class 6 contains 20099 members 
Mstep: Class 7 contains 53577 members 
Mstep: Class 8 contains 15278 members 
Mstep: Class 9 contains 44049 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 26324 members 
Mstep: Class 12 contains 39203 members 
Mstep: Class 13 contains 3973 members 
Mstep: Class 14 contains 46508 members 
Mstep: Class 15 contains 43699 members 
Mstep: Class 16 contains 42567 members 
Mstep: Class 17 contains 4155 members 
Mstep: Class 18 contains 104197 members 
Mstep: Class 19 contains 60350 members 
Mstep: Class 20 contains 308268 members 
Mstep: Class 21 contains 1928 members 
Mstep: Class 22 contains 47485 members 
Mstep: Class 23 contains 21747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142497952.000000 Penalty: 72222.656250
Iteration 8F: 22 clusters Score -1.42498e+08 nChanged 74265
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 3 contains 83722 members 
Mstep: Class 5 contains 81181 members 
Mstep: Class 6 contains 17544 members 
Mstep: Class 7 contains 55350 members 
Mstep: Class 8 contains 16287 members 
Mstep: Class 9 contains 43375 members 
Mstep: Class 10 contains 8183 members 
Mstep: Class 11 contains 23815 members 
Mstep: Class 12 contains 42880 members 
Mstep: Class 13 contains 2347 members 
Mstep: Class 14 contains 46538 members 
Mstep: Class 15 contains 41261 members 
Mstep: Class 16 contains 44794 members 
Mstep: Class 17 contains 3573 members 
Mstep: Class 18 contains 101801 members 
Mstep: Class 19 contains 64071 members 
Mstep: Class 20 contains 296295 members 
Mstep: Class 21 contains 1867 members 
Mstep: Class 22 contains 49929 members 
Mstep: Class 23 contains 17540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142546160.000000 Penalty: 72222.656250
Iteration 9F: 22 clusters Score -1.425462e+08 nChanged 67755
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 3 contains 95546 members 
Mstep: Class 5 contains 86128 members 
Mstep: Class 6 contains 15220 members 
Mstep: Class 7 contains 55382 members 
Mstep: Class 8 contains 17194 members 
Mstep: Class 9 contains 42587 members 
Mstep: Class 10 contains 8731 members 
Mstep: Class 11 contains 21653 members 
Mstep: Class 12 contains 46422 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 46461 members 
Mstep: Class 15 contains 38685 members 
Mstep: Class 16 contains 46998 members 
Mstep: Class 17 contains 3063 members 
Mstep: Class 18 contains 98175 members 
Mstep: Class 19 contains 67128 members 
Mstep: Class 20 contains 283076 members 
Mstep: Class 21 contains 1807 members 
Mstep: Class 22 contains 53082 members 
Mstep: Class 23 contains 13843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3148.727539 but Gain 3439.171875
Score: -142592656.000000 Penalty: 68783.484375
Iteration 10F: 21 clusters Score -1.425927e+08 nChanged 66004
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 3 contains 109579 members 
Mstep: Class 5 contains 91215 members 
Mstep: Class 6 contains 13170 members 
Mstep: Class 7 contains 54554 members 
Mstep: Class 8 contains 18104 members 
Mstep: Class 9 contains 41856 members 
Mstep: Class 10 contains 9235 members 
Mstep: Class 11 contains 19833 members 
Mstep: Class 12 contains 50144 members 
Mstep: Class 13 contains 1659 members 
Mstep: Class 14 contains 46287 members 
Mstep: Class 15 contains 36275 members 
Mstep: Class 16 contains 48981 members 
Mstep: Class 18 contains 93921 members 
Mstep: Class 19 contains 69664 members 
Mstep: Class 20 contains 269670 members 
Mstep: Class 21 contains 1756 members 
Mstep: Class 22 contains 56738 members 
Mstep: Class 23 contains 10891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142642944.000000 Penalty: 68783.484375
Iteration 11F: 21 clusters Score -1.426429e+08 nChanged 61007
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 3 contains 124106 members 
Mstep: Class 5 contains 96128 members 
Mstep: Class 6 contains 11218 members 
Mstep: Class 7 contains 53331 members 
Mstep: Class 8 contains 18842 members 
Mstep: Class 9 contains 41326 members 
Mstep: Class 10 contains 9733 members 
Mstep: Class 11 contains 18345 members 
Mstep: Class 12 contains 52930 members 
Mstep: Class 13 contains 1549 members 
Mstep: Class 14 contains 46127 members 
Mstep: Class 15 contains 33633 members 
Mstep: Class 16 contains 50546 members 
Mstep: Class 18 contains 88883 members 
Mstep: Class 19 contains 71543 members 
Mstep: Class 20 contains 255235 members 
Mstep: Class 21 contains 1729 members 
Mstep: Class 22 contains 60315 members 
Mstep: Class 23 contains 8428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142685536.000000 Penalty: 68783.484375
Iteration 12F: 21 clusters Score -1.426855e+08 nChanged 57521
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 3 contains 138568 members 
Mstep: Class 5 contains 100881 members 
Mstep: Class 6 contains 9637 members 
Mstep: Class 7 contains 52172 members 
Mstep: Class 8 contains 19511 members 
Mstep: Class 9 contains 41045 members 
Mstep: Class 10 contains 10206 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 55250 members 
Mstep: Class 13 contains 1474 members 
Mstep: Class 14 contains 45966 members 
Mstep: Class 15 contains 30955 members 
Mstep: Class 16 contains 51593 members 
Mstep: Class 18 contains 83322 members 
Mstep: Class 19 contains 72871 members 
Mstep: Class 20 contains 241670 members 
Mstep: Class 21 contains 1715 members 
Mstep: Class 22 contains 63754 members 
Mstep: Class 23 contains 6492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142721248.000000 Penalty: 68783.484375
Iteration 13F: 21 clusters Score -1.427212e+08 nChanged 52981
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 3 contains 152503 members 
Mstep: Class 5 contains 105105 members 
Mstep: Class 6 contains 8397 members 
Mstep: Class 7 contains 51126 members 
Mstep: Class 8 contains 20078 members 
Mstep: Class 9 contains 40831 members 
Mstep: Class 10 contains 10665 members 
Mstep: Class 11 contains 16317 members 
Mstep: Class 12 contains 57143 members 
Mstep: Class 13 contains 1408 members 
Mstep: Class 14 contains 45830 members 
Mstep: Class 15 contains 28336 members 
Mstep: Class 16 contains 51957 members 
Mstep: Class 18 contains 77866 members 
Mstep: Class 19 contains 73915 members 
Mstep: Class 20 contains 229370 members 
Mstep: Class 21 contains 1705 members 
Mstep: Class 22 contains 66873 members 
Mstep: Class 23 contains 5101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142745168.000000 Penalty: 68783.484375
Iteration 14F: 21 clusters Score -1.427452e+08 nChanged 48833
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 3 contains 165012 members 
Mstep: Class 5 contains 109152 members 
Mstep: Class 6 contains 7412 members 
Mstep: Class 7 contains 50392 members 
Mstep: Class 8 contains 20593 members 
Mstep: Class 9 contains 40698 members 
Mstep: Class 10 contains 11061 members 
Mstep: Class 11 contains 15744 members 
Mstep: Class 12 contains 58657 members 
Mstep: Class 13 contains 1409 members 
Mstep: Class 14 contains 45757 members 
Mstep: Class 15 contains 26101 members 
Mstep: Class 16 contains 51523 members 
Mstep: Class 18 contains 72645 members 
Mstep: Class 19 contains 74734 members 
Mstep: Class 20 contains 218160 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 69849 members 
Mstep: Class 23 contains 4178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142768032.000000 Penalty: 68783.484375
Iteration 15Q: 21 clusters Score -1.42768e+08 nChanged 42173
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 3 contains 175040 members 
Mstep: Class 5 contains 112560 members 
Mstep: Class 6 contains 6637 members 
Mstep: Class 7 contains 49815 members 
Mstep: Class 8 contains 21000 members 
Mstep: Class 9 contains 40296 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 15393 members 
Mstep: Class 12 contains 59411 members 
Mstep: Class 13 contains 1428 members 
Mstep: Class 14 contains 45673 members 
Mstep: Class 15 contains 23882 members 
Mstep: Class 16 contains 50429 members 
Mstep: Class 18 contains 67992 members 
Mstep: Class 19 contains 75131 members 
Mstep: Class 20 contains 211223 members 
Mstep: Class 21 contains 1668 members 
Mstep: Class 22 contains 72577 members 
Mstep: Class 23 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 3411.343262 but Gain 3439.175781
Score: -142781856.000000 Penalty: 65344.308594
Iteration 16Q: 20 clusters Score -1.427819e+08 nChanged 40338
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 3 contains 184809 members 
Mstep: Class 5 contains 115815 members 
Mstep: Class 6 contains 6095 members 
Mstep: Class 7 contains 49532 members 
Mstep: Class 8 contains 21284 members 
Mstep: Class 9 contains 39826 members 
Mstep: Class 10 contains 11578 members 
Mstep: Class 11 contains 15210 members 
Mstep: Class 12 contains 60104 members 
Mstep: Class 13 contains 1451 members 
Mstep: Class 14 contains 45588 members 
Mstep: Class 15 contains 22111 members 
Mstep: Class 16 contains 48841 members 
Mstep: Class 18 contains 63910 members 
Mstep: Class 19 contains 75643 members 
Mstep: Class 20 contains 206424 members 
Mstep: Class 21 contains 1655 members 
Mstep: Class 22 contains 75290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142792416.000000 Penalty: 65344.308594
Iteration 17Q: 20 clusters Score -1.427924e+08 nChanged 32840
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 3 contains 192867 members 
Mstep: Class 5 contains 119171 members 
Mstep: Class 6 contains 5682 members 
Mstep: Class 7 contains 49570 members 
Mstep: Class 8 contains 21580 members 
Mstep: Class 9 contains 39587 members 
Mstep: Class 10 contains 11784 members 
Mstep: Class 11 contains 15148 members 
Mstep: Class 12 contains 60425 members 
Mstep: Class 13 contains 1459 members 
Mstep: Class 14 contains 45525 members 
Mstep: Class 15 contains 20447 members 
Mstep: Class 16 contains 46998 members 
Mstep: Class 18 contains 60539 members 
Mstep: Class 19 contains 75940 members 
Mstep: Class 20 contains 199167 members 
Mstep: Class 21 contains 1650 members 
Mstep: Class 22 contains 77782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142797040.000000 Penalty: 65344.308594
Iteration 18Q: 20 clusters Score -1.42797e+08 nChanged 29954
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 3 contains 199828 members 
Mstep: Class 5 contains 123101 members 
Mstep: Class 6 contains 5320 members 
Mstep: Class 7 contains 49742 members 
Mstep: Class 8 contains 21864 members 
Mstep: Class 9 contains 39339 members 
Mstep: Class 10 contains 11966 members 
Mstep: Class 11 contains 15129 members 
Mstep: Class 12 contains 60693 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 45529 members 
Mstep: Class 15 contains 19238 members 
Mstep: Class 16 contains 44958 members 
Mstep: Class 18 contains 57691 members 
Mstep: Class 19 contains 76289 members 
Mstep: Class 20 contains 191260 members 
Mstep: Class 21 contains 1648 members 
Mstep: Class 22 contains 80429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802432.000000 Penalty: 65344.308594
Iteration 19Q: 20 clusters Score -1.428024e+08 nChanged 27175
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 3 contains 205728 members 
Mstep: Class 5 contains 127428 members 
Mstep: Class 6 contains 5031 members 
Mstep: Class 7 contains 49873 members 
Mstep: Class 8 contains 22101 members 
Mstep: Class 9 contains 39197 members 
Mstep: Class 10 contains 12124 members 
Mstep: Class 11 contains 15226 members 
Mstep: Class 12 contains 60888 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 45538 members 
Mstep: Class 15 contains 18212 members 
Mstep: Class 16 contains 42912 members 
Mstep: Class 18 contains 55237 members 
Mstep: Class 19 contains 76649 members 
Mstep: Class 20 contains 183409 members 
Mstep: Class 21 contains 1651 members 
Mstep: Class 22 contains 83001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806576.000000 Penalty: 65344.308594
Iteration 20F: 20 clusters Score -1.428066e+08 nChanged 26435
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 3 contains 210999 members 
Mstep: Class 5 contains 132073 members 
Mstep: Class 6 contains 4813 members 
Mstep: Class 7 contains 49949 members 
Mstep: Class 8 contains 22360 members 
Mstep: Class 9 contains 39080 members 
Mstep: Class 10 contains 12260 members 
Mstep: Class 11 contains 15285 members 
Mstep: Class 12 contains 61048 members 
Mstep: Class 13 contains 1469 members 
Mstep: Class 14 contains 45540 members 
Mstep: Class 15 contains 17289 members 
Mstep: Class 16 contains 41021 members 
Mstep: Class 18 contains 53029 members 
Mstep: Class 19 contains 76994 members 
Mstep: Class 20 contains 175757 members 
Mstep: Class 21 contains 1647 members 
Mstep: Class 22 contains 85241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142808544.000000 Penalty: 65344.308594
Iteration 21Q: 20 clusters Score -1.428085e+08 nChanged 25514
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 3 contains 214898 members 
Mstep: Class 5 contains 136994 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 50002 members 
Mstep: Class 8 contains 22565 members 
Mstep: Class 9 contains 39083 members 
Mstep: Class 10 contains 12387 members 
Mstep: Class 11 contains 15384 members 
Mstep: Class 12 contains 61163 members 
Mstep: Class 13 contains 1469 members 
Mstep: Class 14 contains 45570 members 
Mstep: Class 15 contains 16594 members 
Mstep: Class 16 contains 39099 members 
Mstep: Class 18 contains 51133 members 
Mstep: Class 19 contains 77278 members 
Mstep: Class 20 contains 168894 members 
Mstep: Class 21 contains 1647 members 
Mstep: Class 22 contains 87202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142810208.000000 Penalty: 65344.308594
Iteration 22Q: 20 clusters Score -1.428102e+08 nChanged 25220
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 3 contains 217826 members 
Mstep: Class 5 contains 141882 members 
Mstep: Class 6 contains 4544 members 
Mstep: Class 7 contains 50020 members 
Mstep: Class 8 contains 22810 members 
Mstep: Class 9 contains 39087 members 
Mstep: Class 10 contains 12494 members 
Mstep: Class 11 contains 15440 members 
Mstep: Class 12 contains 61159 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 45588 members 
Mstep: Class 15 contains 15927 members 
Mstep: Class 16 contains 37240 members 
Mstep: Class 18 contains 49489 members 
Mstep: Class 19 contains 77463 members 
Mstep: Class 20 contains 163160 members 
Mstep: Class 21 contains 1642 members 
Mstep: Class 22 contains 88940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142813312.000000 Penalty: 65344.308594
Iteration 23Q: 20 clusters Score -1.428133e+08 nChanged 24546
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 3 contains 220146 members 
Mstep: Class 5 contains 146652 members 
Mstep: Class 6 contains 4453 members 
Mstep: Class 7 contains 50012 members 
Mstep: Class 8 contains 23080 members 
Mstep: Class 9 contains 39236 members 
Mstep: Class 10 contains 12595 members 
Mstep: Class 11 contains 15506 members 
Mstep: Class 12 contains 61151 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 45613 members 
Mstep: Class 15 contains 15316 members 
Mstep: Class 16 contains 35404 members 
Mstep: Class 18 contains 48112 members 
Mstep: Class 19 contains 77573 members 
Mstep: Class 20 contains 158039 members 
Mstep: Class 21 contains 1642 members 
Mstep: Class 22 contains 90323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142814208.000000 Penalty: 65344.308594
Iteration 24Q: 20 clusters Score -1.428142e+08 nChanged 23707
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 3 contains 221838 members 
Mstep: Class 5 contains 151313 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 50034 members 
Mstep: Class 8 contains 23298 members 
Mstep: Class 9 contains 39465 members 
Mstep: Class 10 contains 12674 members 
Mstep: Class 11 contains 15588 members 
Mstep: Class 12 contains 61077 members 
Mstep: Class 13 contains 1469 members 
Mstep: Class 14 contains 45649 members 
Mstep: Class 15 contains 14783 members 
Mstep: Class 16 contains 33675 members 
Mstep: Class 18 contains 46948 members 
Mstep: Class 19 contains 77602 members 
Mstep: Class 20 contains 153487 members 
Mstep: Class 21 contains 1641 members 
Mstep: Class 22 contains 91511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142815312.000000 Penalty: 65344.308594
Iteration 25Q: 20 clusters Score -1.428153e+08 nChanged 22490
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 3 contains 222862 members 
Mstep: Class 5 contains 155837 members 
Mstep: Class 6 contains 4314 members 
Mstep: Class 7 contains 50043 members 
Mstep: Class 8 contains 23494 members 
Mstep: Class 9 contains 39784 members 
Mstep: Class 10 contains 12767 members 
Mstep: Class 11 contains 15649 members 
Mstep: Class 12 contains 61051 members 
Mstep: Class 13 contains 1469 members 
Mstep: Class 14 contains 45686 members 
Mstep: Class 15 contains 14355 members 
Mstep: Class 16 contains 32077 members 
Mstep: Class 18 contains 45855 members 
Mstep: Class 19 contains 77560 members 
Mstep: Class 20 contains 149563 members 
Mstep: Class 21 contains 1641 members 
Mstep: Class 22 contains 92505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142815264.000000 Penalty: 65344.308594
Iteration 26Q: 20 clusters Score -1.428153e+08 nChanged 21115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 3 contains 223052 members 
Mstep: Class 5 contains 159919 members 
Mstep: Class 6 contains 4255 members 
Mstep: Class 7 contains 50084 members 
Mstep: Class 8 contains 23678 members 
Mstep: Class 9 contains 40237 members 
Mstep: Class 10 contains 12851 members 
Mstep: Class 11 contains 15731 members 
Mstep: Class 12 contains 61016 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 45741 members 
Mstep: Class 15 contains 13970 members 
Mstep: Class 16 contains 30621 members 
Mstep: Class 18 contains 44931 members 
Mstep: Class 19 contains 77469 members 
Mstep: Class 20 contains 146571 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 93361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142815552.000000 Penalty: 65344.308594
Iteration 27Q: 20 clusters Score -1.428156e+08 nChanged 19640
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 3 contains 222594 members 
Mstep: Class 5 contains 163619 members 
Mstep: Class 6 contains 4214 members 
Mstep: Class 7 contains 50096 members 
Mstep: Class 8 contains 23845 members 
Mstep: Class 9 contains 40893 members 
Mstep: Class 10 contains 12983 members 
Mstep: Class 11 contains 15837 members 
Mstep: Class 12 contains 61059 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 45774 members 
Mstep: Class 15 contains 13704 members 
Mstep: Class 16 contains 29086 members 
Mstep: Class 18 contains 44051 members 
Mstep: Class 19 contains 77322 members 
Mstep: Class 20 contains 144344 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 94131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142815920.000000 Penalty: 65344.308594
Iteration 28Q: 20 clusters Score -1.428159e+08 nChanged 18492
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 3 contains 221740 members 
Mstep: Class 5 contains 166922 members 
Mstep: Class 6 contains 4215 members 
Mstep: Class 7 contains 50139 members 
Mstep: Class 8 contains 23999 members 
Mstep: Class 9 contains 41674 members 
Mstep: Class 10 contains 13097 members 
Mstep: Class 11 contains 15941 members 
Mstep: Class 12 contains 61123 members 
Mstep: Class 13 contains 1465 members 
Mstep: Class 14 contains 45779 members 
Mstep: Class 15 contains 13434 members 
Mstep: Class 16 contains 27494 members 
Mstep: Class 18 contains 43294 members 
Mstep: Class 19 contains 77125 members 
Mstep: Class 20 contains 142729 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 94906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142816048.000000 Penalty: 65344.308594
Iteration 29Q: 20 clusters Score -1.42816e+08 nChanged 17040
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 3 contains 220736 members 
Mstep: Class 5 contains 169586 members 
Mstep: Class 6 contains 4181 members 
Mstep: Class 7 contains 50138 members 
Mstep: Class 8 contains 24101 members 
Mstep: Class 9 contains 42548 members 
Mstep: Class 10 contains 13208 members 
Mstep: Class 11 contains 16008 members 
Mstep: Class 12 contains 61170 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 45789 members 
Mstep: Class 15 contains 13143 members 
Mstep: Class 16 contains 25881 members 
Mstep: Class 18 contains 42688 members 
Mstep: Class 19 contains 76880 members 
Mstep: Class 20 contains 141821 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 95785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142817264.000000 Penalty: 65344.308594
Iteration 30Q: 20 clusters Score -1.428173e+08 nChanged 16065
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 3 contains 219598 members 
Mstep: Class 5 contains 171688 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 50145 members 
Mstep: Class 8 contains 24192 members 
Mstep: Class 9 contains 43571 members 
Mstep: Class 10 contains 13311 members 
Mstep: Class 11 contains 16046 members 
Mstep: Class 12 contains 61239 members 
Mstep: Class 13 contains 1469 members 
Mstep: Class 14 contains 45819 members 
Mstep: Class 15 contains 12929 members 
Mstep: Class 16 contains 24394 members 
Mstep: Class 18 contains 42098 members 
Mstep: Class 19 contains 76530 members 
Mstep: Class 20 contains 141268 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 96748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142818720.000000 Penalty: 65344.308594
Iteration 31Q: 20 clusters Score -1.428187e+08 nChanged 15062
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 3 contains 218345 members 
Mstep: Class 5 contains 173274 members 
Mstep: Class 6 contains 4071 members 
Mstep: Class 7 contains 50151 members 
Mstep: Class 8 contains 24271 members 
Mstep: Class 9 contains 44795 members 
Mstep: Class 10 contains 13392 members 
Mstep: Class 11 contains 16083 members 
Mstep: Class 12 contains 61432 members 
Mstep: Class 13 contains 1469 members 
Mstep: Class 14 contains 45855 members 
Mstep: Class 15 contains 12727 members 
Mstep: Class 16 contains 23006 members 
Mstep: Class 18 contains 41518 members 
Mstep: Class 19 contains 76175 members 
Mstep: Class 20 contains 140955 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 97676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142819776.000000 Penalty: 65344.308594
Iteration 32Q: 20 clusters Score -1.428198e+08 nChanged 14259
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 3 contains 217055 members 
Mstep: Class 5 contains 174433 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 50160 members 
Mstep: Class 8 contains 24354 members 
Mstep: Class 9 contains 46042 members 
Mstep: Class 10 contains 13449 members 
Mstep: Class 11 contains 16100 members 
Mstep: Class 12 contains 61675 members 
Mstep: Class 13 contains 1467 members 
Mstep: Class 14 contains 45883 members 
Mstep: Class 15 contains 12523 members 
Mstep: Class 16 contains 21708 members 
Mstep: Class 18 contains 41016 members 
Mstep: Class 19 contains 75819 members 
Mstep: Class 20 contains 141008 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 98538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142820656.000000 Penalty: 65344.308594
Iteration 33Q: 20 clusters Score -1.428207e+08 nChanged 13787
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 3 contains 215794 members 
Mstep: Class 5 contains 175009 members 
Mstep: Class 6 contains 3948 members 
Mstep: Class 7 contains 50171 members 
Mstep: Class 8 contains 24390 members 
Mstep: Class 9 contains 47514 members 
Mstep: Class 10 contains 13523 members 
Mstep: Class 11 contains 16114 members 
Mstep: Class 12 contains 61908 members 
Mstep: Class 13 contains 1467 members 
Mstep: Class 14 contains 45887 members 
Mstep: Class 15 contains 12330 members 
Mstep: Class 16 contains 20562 members 
Mstep: Class 18 contains 40571 members 
Mstep: Class 19 contains 75448 members 
Mstep: Class 20 contains 141232 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 99376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142821712.000000 Penalty: 65344.308594
Iteration 34Q: 20 clusters Score -1.428217e+08 nChanged 13088
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 3 contains 214714 members 
Mstep: Class 5 contains 175036 members 
Mstep: Class 6 contains 3912 members 
Mstep: Class 7 contains 50156 members 
Mstep: Class 8 contains 24424 members 
Mstep: Class 9 contains 49103 members 
Mstep: Class 10 contains 13558 members 
Mstep: Class 11 contains 16103 members 
Mstep: Class 12 contains 62065 members 
Mstep: Class 13 contains 1469 members 
Mstep: Class 14 contains 45877 members 
Mstep: Class 15 contains 12188 members 
Mstep: Class 16 contains 19613 members 
Mstep: Class 18 contains 40140 members 
Mstep: Class 19 contains 75041 members 
Mstep: Class 20 contains 141539 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 100321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142823296.000000 Penalty: 65344.308594
Iteration 35Q: 20 clusters Score -1.428233e+08 nChanged 12638
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 3 contains 213598 members 
Mstep: Class 5 contains 174468 members 
Mstep: Class 6 contains 3848 members 
Mstep: Class 7 contains 50176 members 
Mstep: Class 8 contains 24443 members 
Mstep: Class 9 contains 50915 members 
Mstep: Class 10 contains 13600 members 
Mstep: Class 11 contains 16082 members 
Mstep: Class 12 contains 62164 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 45858 members 
Mstep: Class 15 contains 12125 members 
Mstep: Class 16 contains 18841 members 
Mstep: Class 18 contains 39703 members 
Mstep: Class 19 contains 74640 members 
Mstep: Class 20 contains 142041 members 
Mstep: Class 21 contains 1637 members 
Mstep: Class 22 contains 101298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142824640.000000 Penalty: 65344.308594
Iteration 36Q: 20 clusters Score -1.428246e+08 nChanged 12289
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 3 contains 212605 members 
Mstep: Class 5 contains 173413 members 
Mstep: Class 6 contains 3801 members 
Mstep: Class 7 contains 50157 members 
Mstep: Class 8 contains 24471 members 
Mstep: Class 9 contains 52881 members 
Mstep: Class 10 contains 13653 members 
Mstep: Class 11 contains 16052 members 
Mstep: Class 12 contains 62230 members 
Mstep: Class 13 contains 1472 members 
Mstep: Class 14 contains 45820 members 
Mstep: Class 15 contains 12082 members 
Mstep: Class 16 contains 18236 members 
Mstep: Class 18 contains 39271 members 
Mstep: Class 19 contains 74235 members 
Mstep: Class 20 contains 142544 members 
Mstep: Class 21 contains 1633 members 
Mstep: Class 22 contains 102370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142826592.000000 Penalty: 65344.308594
Iteration 37Q: 20 clusters Score -1.428266e+08 nChanged 11818
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 3 contains 211668 members 
Mstep: Class 5 contains 172069 members 
Mstep: Class 6 contains 3752 members 
Mstep: Class 7 contains 50142 members 
Mstep: Class 8 contains 24499 members 
Mstep: Class 9 contains 54884 members 
Mstep: Class 10 contains 13705 members 
Mstep: Class 11 contains 16022 members 
Mstep: Class 12 contains 62350 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 45758 members 
Mstep: Class 15 contains 12077 members 
Mstep: Class 16 contains 17784 members 
Mstep: Class 18 contains 38825 members 
Mstep: Class 19 contains 73814 members 
Mstep: Class 20 contains 143092 members 
Mstep: Class 21 contains 1632 members 
Mstep: Class 22 contains 103394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142828448.000000 Penalty: 65344.308594
Iteration 38Q: 20 clusters Score -1.428284e+08 nChanged 11482
Entering ConstructFrom: 
Score: -142828448.000000 Penalty: 65344.308594
Entering ConstructFrom: 
Trying to split cluster 1 (6537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Entering Unmasked Estep 
Score: -877458.062500 Penalty: 2178.737793
	Iteration 0F: 2 clusters Score -877458.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -871988.562500 Penalty: 4357.475586
	Iteration 0F: 3 clusters Score -871988.6 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -873403.875000 Penalty: 4357.475586
	Iteration 1F: 3 clusters Score -873403.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -873786.250000 Penalty: 4357.475586
	Iteration 2F: 3 clusters Score -873786.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -874127.375000 Penalty: 4357.475586
	Iteration 3F: 3 clusters Score -874127.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -874413.437500 Penalty: 4357.475586
	Iteration 4F: 3 clusters Score -874413.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -874743.000000 Penalty: 4357.475586
	Iteration 5F: 3 clusters Score -874743 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -875132.875000 Penalty: 4357.475586
	Iteration 6F: 3 clusters Score -875132.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -875627.875000 Penalty: 4357.475586
	Iteration 7F: 3 clusters Score -875627.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -876149.000000 Penalty: 4357.475586
	Iteration 8F: 3 clusters Score -876149 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -876551.250000 Penalty: 4357.475586
	Iteration 9F: 3 clusters Score -876551.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -876831.375000 Penalty: 4357.475586
	Iteration 10Q: 3 clusters Score -876831.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -877042.625000 Penalty: 4357.475586
	Iteration 11Q: 3 clusters Score -877042.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -877175.812500 Penalty: 4357.475586
	Iteration 12Q: 3 clusters Score -877175.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -877281.500000 Penalty: 4357.475586
	Iteration 13Q: 3 clusters Score -877281.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -877369.812500 Penalty: 4357.475586
	Iteration 14Q: 3 clusters Score -877369.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -877440.500000 Penalty: 4357.475586
	Iteration 15Q: 3 clusters Score -877440.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -877549.625000 Penalty: 4357.475586
	Iteration 16Q: 3 clusters Score -877549.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -877737.250000 Penalty: 4357.475586
	Iteration 17Q: 3 clusters Score -877737.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -877948.812500 Penalty: 4357.475586
	Iteration 18Q: 3 clusters Score -877948.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -878094.812500 Penalty: 4357.475586
	Iteration 19Q: 3 clusters Score -878094.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -878144.125000 Penalty: 4357.475586
	Iteration 20F: 3 clusters Score -878144.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -878152.687500 Penalty: 4357.475586
	Iteration 21Q: 3 clusters Score -878152.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -878160.500000 Penalty: 4357.475586
	Iteration 22Q: 3 clusters Score -878160.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -878164.062500 Penalty: 4357.475586
	Iteration 23Q: 3 clusters Score -878164.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -878172.500000 Penalty: 4357.475586
	Iteration 24Q: 3 clusters Score -878172.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -878170.562500 Penalty: 4357.475586
	Iteration 25Q: 3 clusters Score -878170.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -878172.375000 Penalty: 4357.475586
	Iteration 26Q: 3 clusters Score -878172.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -878173.187500 Penalty: 4357.475586
	Iteration 27Q: 3 clusters Score -878173.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -878173.187500 Penalty: 4357.475586
	Iteration 28F: 3 clusters Score -878173.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2462 members 
Mstep: Class 3 contains 210797 members 
Mstep: Class 5 contains 170527 members 
Mstep: Class 6 contains 3696 members 
Mstep: Class 7 contains 50143 members 
Mstep: Class 8 contains 24556 members 
Mstep: Class 9 contains 56920 members 
Mstep: Class 10 contains 13739 members 
Mstep: Class 11 contains 15996 members 
Mstep: Class 12 contains 62466 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 45680 members 
Mstep: Class 15 contains 12087 members 
Mstep: Class 16 contains 17385 members 
Mstep: Class 18 contains 38411 members 
Mstep: Class 19 contains 73359 members 
Mstep: Class 20 contains 143723 members 
Mstep: Class 21 contains 1632 members 
Mstep: Class 22 contains 104368 members 
Entering Unmasked Estep 
Score: -142828336.000000 Penalty: 68783.484375
Splitting cluster 1 changes total score from -142828448.000000 to -142828336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (210797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210797 members 
Entering Unmasked Estep 
Score: -29231180.000000 Penalty: 3040.145508
	Iteration 0F: 2 clusters Score -2.923118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106112 members 
Mstep: Class 2 contains 104685 members 
Entering Unmasked Estep 
Score: -29106866.000000 Penalty: 6080.291016
	Iteration 0F: 3 clusters Score -2.910687e+07 nChanged 101415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116845 members 
Mstep: Class 2 contains 93952 members 
Entering Unmasked Estep 
Score: -29167118.000000 Penalty: 6080.291016
	Iteration 1F: 3 clusters Score -2.916712e+07 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123737 members 
Mstep: Class 2 contains 87060 members 
Entering Unmasked Estep 
Score: -29170276.000000 Penalty: 6080.291016
	Iteration 2Q: 3 clusters Score -2.917028e+07 nChanged 10733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133586 members 
Mstep: Class 2 contains 77211 members 
Entering Unmasked Estep 
Score: -29175648.000000 Penalty: 6080.291016
	Iteration 3F: 3 clusters Score -2.917565e+07 nChanged 13604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146610 members 
Mstep: Class 2 contains 64187 members 
Entering Unmasked Estep 
Score: -29183706.000000 Penalty: 6080.291016
	Iteration 4F: 3 clusters Score -2.918371e+07 nChanged 15538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161808 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -29193660.000000 Penalty: 6080.291016
	Iteration 5F: 3 clusters Score -2.919366e+07 nChanged 15394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176990 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -29204728.000000 Penalty: 6080.291016
	Iteration 6F: 3 clusters Score -2.920473e+07 nChanged 12652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189480 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -29214204.000000 Penalty: 6080.291016
	Iteration 7F: 3 clusters Score -2.92142e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197971 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -29220898.000000 Penalty: 6080.291016
	Iteration 8Q: 3 clusters Score -2.92209e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202865 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -29224356.000000 Penalty: 6080.291016
	Iteration 9Q: 3 clusters Score -2.922436e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205644 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -29226214.000000 Penalty: 6080.291016
	Iteration 10Q: 3 clusters Score -2.922621e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207213 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -29227102.000000 Penalty: 6080.291016
	Iteration 11Q: 3 clusters Score -2.92271e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208105 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -29227666.000000 Penalty: 6080.291016
	Iteration 12Q: 3 clusters Score -2.922767e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208608 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -29228028.000000 Penalty: 6080.291016
	Iteration 13Q: 3 clusters Score -2.922803e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208920 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -29228276.000000 Penalty: 6080.291016
	Iteration 14Q: 3 clusters Score -2.922828e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209142 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -29228424.000000 Penalty: 6080.291016
	Iteration 15Q: 3 clusters Score -2.922842e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209278 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -29228504.000000 Penalty: 6080.291016
	Iteration 16Q: 3 clusters Score -2.92285e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209397 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -29228614.000000 Penalty: 6080.291016
	Iteration 17Q: 3 clusters Score -2.922861e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209491 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -29228702.000000 Penalty: 6080.291016
	Iteration 18Q: 3 clusters Score -2.92287e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209543 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -29228682.000000 Penalty: 6080.291016
	Iteration 19Q: 3 clusters Score -2.922868e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209593 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -29228708.000000 Penalty: 6080.291016
	Iteration 20F: 3 clusters Score -2.922871e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209630 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -29228744.000000 Penalty: 6080.291016
	Iteration 21Q: 3 clusters Score -2.922874e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209660 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -29228756.000000 Penalty: 6080.291016
	Iteration 22Q: 3 clusters Score -2.922876e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209674 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -29228752.000000 Penalty: 6080.291016
	Iteration 23Q: 3 clusters Score -2.922875e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209686 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -29228764.000000 Penalty: 6080.291016
	Iteration 24Q: 3 clusters Score -2.922876e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209695 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -29228756.000000 Penalty: 6080.291016
	Iteration 25Q: 3 clusters Score -2.922876e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209706 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -29228774.000000 Penalty: 6080.291016
	Iteration 26Q: 3 clusters Score -2.922877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209709 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -29228770.000000 Penalty: 6080.291016
	Iteration 27Q: 3 clusters Score -2.922877e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209722 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -29228772.000000 Penalty: 6080.291016
	Iteration 28Q: 3 clusters Score -2.922877e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209726 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -29228794.000000 Penalty: 6080.291016
	Iteration 29Q: 3 clusters Score -2.922879e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209737 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -29228788.000000 Penalty: 6080.291016
	Iteration 30Q: 3 clusters Score -2.922879e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209741 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -29228794.000000 Penalty: 6080.291016
	Iteration 31Q: 3 clusters Score -2.922879e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209746 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -29228802.000000 Penalty: 6080.291016
	Iteration 32Q: 3 clusters Score -2.92288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209755 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -29228830.000000 Penalty: 6080.291016
	Iteration 33Q: 3 clusters Score -2.922883e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209763 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -29228828.000000 Penalty: 6080.291016
	Iteration 34Q: 3 clusters Score -2.922883e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209780 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -29228822.000000 Penalty: 6080.291016
	Iteration 35Q: 3 clusters Score -2.922882e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209800 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -29228836.000000 Penalty: 6080.291016
	Iteration 36Q: 3 clusters Score -2.922884e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209817 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -29228868.000000 Penalty: 6080.291016
	Iteration 37Q: 3 clusters Score -2.922887e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209835 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -29228868.000000 Penalty: 6080.291016
	Iteration 38Q: 3 clusters Score -2.922887e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209848 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -29228878.000000 Penalty: 6080.291016
	Iteration 39Q: 3 clusters Score -2.922888e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209859 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -29228868.000000 Penalty: 6080.291016
	Iteration 40F: 3 clusters Score -2.922887e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209870 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -29228858.000000 Penalty: 6080.291016
	Iteration 41Q: 3 clusters Score -2.922886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209877 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -29228894.000000 Penalty: 6080.291016
	Iteration 42Q: 3 clusters Score -2.922889e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209886 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -29228862.000000 Penalty: 6080.291016
	Iteration 43Q: 3 clusters Score -2.922886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209893 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -29228868.000000 Penalty: 6080.291016
	Iteration 44Q: 3 clusters Score -2.922887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209895 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -29228882.000000 Penalty: 6080.291016
	Iteration 45Q: 3 clusters Score -2.922888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209897 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -29228886.000000 Penalty: 6080.291016
	Iteration 46Q: 3 clusters Score -2.922889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209900 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -29228892.000000 Penalty: 6080.291016
	Iteration 47Q: 3 clusters Score -2.922889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209903 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -29228908.000000 Penalty: 6080.291016
	Iteration 48Q: 3 clusters Score -2.922891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209903 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -29228900.000000 Penalty: 6080.291016
	Iteration 49Q: 3 clusters Score -2.92289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209904 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -29228908.000000 Penalty: 6080.291016
	Iteration 50Q: 3 clusters Score -2.922891e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209904 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -29228908.000000 Penalty: 6080.291016
	Iteration 51F: 3 clusters Score -2.922891e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (170527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170527 members 
Entering Unmasked Estep 
Score: -23691826.000000 Penalty: 2987.568848
	Iteration 0F: 2 clusters Score -2.369183e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85268 members 
Mstep: Class 2 contains 85259 members 
Entering Unmasked Estep 
Score: -23589024.000000 Penalty: 5975.137695
	Iteration 0F: 3 clusters Score -2.358902e+07 nChanged 81367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84313 members 
Mstep: Class 2 contains 86214 members 
Entering Unmasked Estep 
Score: -23636546.000000 Penalty: 5975.137695
	Iteration 1F: 3 clusters Score -2.363655e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83221 members 
Mstep: Class 2 contains 87306 members 
Entering Unmasked Estep 
Score: -23637950.000000 Penalty: 5975.137695
	Iteration 2Q: 3 clusters Score -2.363795e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81597 members 
Mstep: Class 2 contains 88930 members 
Entering Unmasked Estep 
Score: -23639836.000000 Penalty: 5975.137695
	Iteration 3Q: 3 clusters Score -2.363984e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79117 members 
Mstep: Class 2 contains 91410 members 
Entering Unmasked Estep 
Score: -23642430.000000 Penalty: 5975.137695
	Iteration 4Q: 3 clusters Score -2.364243e+07 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75538 members 
Mstep: Class 2 contains 94989 members 
Entering Unmasked Estep 
Score: -23646220.000000 Penalty: 5975.137695
	Iteration 5Q: 3 clusters Score -2.364622e+07 nChanged 9444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70652 members 
Mstep: Class 2 contains 99875 members 
Entering Unmasked Estep 
Score: -23651268.000000 Penalty: 5975.137695
	Iteration 6F: 3 clusters Score -2.365127e+07 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64200 members 
Mstep: Class 2 contains 106327 members 
Entering Unmasked Estep 
Score: -23658248.000000 Penalty: 5975.137695
	Iteration 7F: 3 clusters Score -2.365825e+07 nChanged 10872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57166 members 
Mstep: Class 2 contains 113361 members 
Entering Unmasked Estep 
Score: -23666588.000000 Penalty: 5975.137695
	Iteration 8F: 3 clusters Score -2.366659e+07 nChanged 10120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50358 members 
Mstep: Class 2 contains 120169 members 
Entering Unmasked Estep 
Score: -23674086.000000 Penalty: 5975.137695
	Iteration 9F: 3 clusters Score -2.367409e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 126172 members 
Entering Unmasked Estep 
Score: -23679006.000000 Penalty: 5975.137695
	Iteration 10F: 3 clusters Score -2.367901e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 131212 members 
Entering Unmasked Estep 
Score: -23681622.000000 Penalty: 5975.137695
	Iteration 11Q: 3 clusters Score -2.368162e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 135692 members 
Entering Unmasked Estep 
Score: -23683036.000000 Penalty: 5975.137695
	Iteration 12Q: 3 clusters Score -2.368304e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 139801 members 
Entering Unmasked Estep 
Score: -23683982.000000 Penalty: 5975.137695
	Iteration 13Q: 3 clusters Score -2.368398e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 143551 members 
Entering Unmasked Estep 
Score: -23684840.000000 Penalty: 5975.137695
	Iteration 14Q: 3 clusters Score -2.368484e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 146890 members 
Entering Unmasked Estep 
Score: -23685572.000000 Penalty: 5975.137695
	Iteration 15Q: 3 clusters Score -2.368557e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 149769 members 
Entering Unmasked Estep 
Score: -23686244.000000 Penalty: 5975.137695
	Iteration 16Q: 3 clusters Score -2.368624e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 152269 members 
Entering Unmasked Estep 
Score: -23686548.000000 Penalty: 5975.137695
	Iteration 17Q: 3 clusters Score -2.368655e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 154485 members 
Entering Unmasked Estep 
Score: -23686796.000000 Penalty: 5975.137695
	Iteration 18Q: 3 clusters Score -2.36868e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 156468 members 
Entering Unmasked Estep 
Score: -23687318.000000 Penalty: 5975.137695
	Iteration 19Q: 3 clusters Score -2.368732e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 158218 members 
Entering Unmasked Estep 
Score: -23687578.000000 Penalty: 5975.137695
	Iteration 20F: 3 clusters Score -2.368758e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 159730 members 
Entering Unmasked Estep 
Score: -23688132.000000 Penalty: 5975.137695
	Iteration 21Q: 3 clusters Score -2.368813e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 161008 members 
Entering Unmasked Estep 
Score: -23688470.000000 Penalty: 5975.137695
	Iteration 22Q: 3 clusters Score -2.368847e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 162168 members 
Entering Unmasked Estep 
Score: -23688724.000000 Penalty: 5975.137695
	Iteration 23Q: 3 clusters Score -2.368872e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 163166 members 
Entering Unmasked Estep 
Score: -23688808.000000 Penalty: 5975.137695
	Iteration 24Q: 3 clusters Score -2.368881e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 164029 members 
Entering Unmasked Estep 
Score: -23688958.000000 Penalty: 5975.137695
	Iteration 25Q: 3 clusters Score -2.368896e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 164733 members 
Entering Unmasked Estep 
Score: -23689162.000000 Penalty: 5975.137695
	Iteration 26Q: 3 clusters Score -2.368916e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 165347 members 
Entering Unmasked Estep 
Score: -23689254.000000 Penalty: 5975.137695
	Iteration 27Q: 3 clusters Score -2.368925e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 165871 members 
Entering Unmasked Estep 
Score: -23689362.000000 Penalty: 5975.137695
	Iteration 28Q: 3 clusters Score -2.368936e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 166282 members 
Entering Unmasked Estep 
Score: -23689470.000000 Penalty: 5975.137695
	Iteration 29Q: 3 clusters Score -2.368947e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 166648 members 
Entering Unmasked Estep 
Score: -23689494.000000 Penalty: 5975.137695
	Iteration 30Q: 3 clusters Score -2.368949e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 166991 members 
Entering Unmasked Estep 
Score: -23689546.000000 Penalty: 5975.137695
	Iteration 31Q: 3 clusters Score -2.368955e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 167281 members 
Entering Unmasked Estep 
Score: -23689658.000000 Penalty: 5975.137695
	Iteration 32Q: 3 clusters Score -2.368966e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 167513 members 
Entering Unmasked Estep 
Score: -23689752.000000 Penalty: 5975.137695
	Iteration 33Q: 3 clusters Score -2.368975e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 167701 members 
Entering Unmasked Estep 
Score: -23689736.000000 Penalty: 5975.137695
	Iteration 34Q: 3 clusters Score -2.368974e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 167863 members 
Entering Unmasked Estep 
Score: -23689802.000000 Penalty: 5975.137695
	Iteration 35Q: 3 clusters Score -2.36898e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 168005 members 
Entering Unmasked Estep 
Score: -23689864.000000 Penalty: 5975.137695
	Iteration 36Q: 3 clusters Score -2.368986e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 168131 members 
Entering Unmasked Estep 
Score: -23689866.000000 Penalty: 5975.137695
	Iteration 37Q: 3 clusters Score -2.368987e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 168223 members 
Entering Unmasked Estep 
Score: -23689896.000000 Penalty: 5975.137695
	Iteration 38Q: 3 clusters Score -2.36899e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 168303 members 
Entering Unmasked Estep 
Score: -23689900.000000 Penalty: 5975.137695
	Iteration 39Q: 3 clusters Score -2.36899e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 168363 members 
Entering Unmasked Estep 
Score: -23689918.000000 Penalty: 5975.137695
	Iteration 40F: 3 clusters Score -2.368992e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 168421 members 
Entering Unmasked Estep 
Score: -23689938.000000 Penalty: 5975.137695
	Iteration 41Q: 3 clusters Score -2.368994e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 168472 members 
Entering Unmasked Estep 
Score: -23689980.000000 Penalty: 5975.137695
	Iteration 42Q: 3 clusters Score -2.368998e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 168529 members 
Entering Unmasked Estep 
Score: -23689986.000000 Penalty: 5975.137695
	Iteration 43Q: 3 clusters Score -2.368999e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 168570 members 
Entering Unmasked Estep 
Score: -23689960.000000 Penalty: 5975.137695
	Iteration 44Q: 3 clusters Score -2.368996e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 168614 members 
Entering Unmasked Estep 
Score: -23689982.000000 Penalty: 5975.137695
	Iteration 45Q: 3 clusters Score -2.368998e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 168656 members 
Entering Unmasked Estep 
Score: -23689976.000000 Penalty: 5975.137695
	Iteration 46Q: 3 clusters Score -2.368998e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 168683 members 
Entering Unmasked Estep 
Score: -23689966.000000 Penalty: 5975.137695
	Iteration 47Q: 3 clusters Score -2.368997e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 168702 members 
Entering Unmasked Estep 
Score: -23690004.000000 Penalty: 5975.137695
	Iteration 48Q: 3 clusters Score -2.369e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 168731 members 
Entering Unmasked Estep 
Score: -23690008.000000 Penalty: 5975.137695
	Iteration 49Q: 3 clusters Score -2.369001e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 168762 members 
Entering Unmasked Estep 
Score: -23690030.000000 Penalty: 5975.137695
	Iteration 50Q: 3 clusters Score -2.369003e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 168790 members 
Entering Unmasked Estep 
Score: -23690034.000000 Penalty: 5975.137695
	Iteration 51Q: 3 clusters Score -2.369003e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 168812 members 
Entering Unmasked Estep 
Score: -23690022.000000 Penalty: 5975.137695
	Iteration 52Q: 3 clusters Score -2.369002e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 168834 members 
Entering Unmasked Estep 
Score: -23690062.000000 Penalty: 5975.137695
	Iteration 53Q: 3 clusters Score -2.369006e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 168849 members 
Entering Unmasked Estep 
Score: -23690042.000000 Penalty: 5975.137695
	Iteration 54Q: 3 clusters Score -2.369004e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 168869 members 
Entering Unmasked Estep 
Score: -23690052.000000 Penalty: 5975.137695
	Iteration 55Q: 3 clusters Score -2.369005e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 168886 members 
Entering Unmasked Estep 
Score: -23690058.000000 Penalty: 5975.137695
	Iteration 56Q: 3 clusters Score -2.369006e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 168904 members 
Entering Unmasked Estep 
Score: -23690050.000000 Penalty: 5975.137695
	Iteration 57Q: 3 clusters Score -2.369005e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 168920 members 
Entering Unmasked Estep 
Score: -23690004.000000 Penalty: 5975.137695
	Iteration 58Q: 3 clusters Score -2.369e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 168934 members 
Entering Unmasked Estep 
Score: -23690004.000000 Penalty: 5975.137695
	Iteration 59Q: 3 clusters Score -2.369e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 168950 members 
Entering Unmasked Estep 
Score: -23690046.000000 Penalty: 5975.137695
	Iteration 60F: 3 clusters Score -2.369005e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 168969 members 
Entering Unmasked Estep 
Score: -23690058.000000 Penalty: 5975.137695
	Iteration 61Q: 3 clusters Score -2.369006e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 168985 members 
Entering Unmasked Estep 
Score: -23690068.000000 Penalty: 5975.137695
	Iteration 62Q: 3 clusters Score -2.369007e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 168992 members 
Entering Unmasked Estep 
Score: -23690088.000000 Penalty: 5975.137695
	Iteration 63Q: 3 clusters Score -2.369009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 169004 members 
Entering Unmasked Estep 
Score: -23690080.000000 Penalty: 5975.137695
	Iteration 64Q: 3 clusters Score -2.369008e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 169016 members 
Entering Unmasked Estep 
Score: -23690068.000000 Penalty: 5975.137695
	Iteration 65Q: 3 clusters Score -2.369007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 169024 members 
Entering Unmasked Estep 
Score: -23690102.000000 Penalty: 5975.137695
	Iteration 66Q: 3 clusters Score -2.36901e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 169032 members 
Entering Unmasked Estep 
Score: -23690094.000000 Penalty: 5975.137695
	Iteration 67Q: 3 clusters Score -2.369009e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 169043 members 
Entering Unmasked Estep 
Score: -23690126.000000 Penalty: 5975.137695
	Iteration 68Q: 3 clusters Score -2.369013e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 169048 members 
Entering Unmasked Estep 
Score: -23690140.000000 Penalty: 5975.137695
	Iteration 69Q: 3 clusters Score -2.369014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 169050 members 
Entering Unmasked Estep 
Score: -23690118.000000 Penalty: 5975.137695
	Iteration 70Q: 3 clusters Score -2.369012e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 169052 members 
Entering Unmasked Estep 
Score: -23690136.000000 Penalty: 5975.137695
	Iteration 71Q: 3 clusters Score -2.369014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 169054 members 
Entering Unmasked Estep 
Score: -23690124.000000 Penalty: 5975.137695
	Iteration 72Q: 3 clusters Score -2.369012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 169053 members 
Entering Unmasked Estep 
Score: -23690122.000000 Penalty: 5975.137695
	Iteration 73Q: 3 clusters Score -2.369012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 169056 members 
Entering Unmasked Estep 
Score: -23690134.000000 Penalty: 5975.137695
	Iteration 74Q: 3 clusters Score -2.369013e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 169066 members 
Entering Unmasked Estep 
Score: -23690126.000000 Penalty: 5975.137695
	Iteration 75Q: 3 clusters Score -2.369013e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 169069 members 
Entering Unmasked Estep 
Score: -23690132.000000 Penalty: 5975.137695
	Iteration 76Q: 3 clusters Score -2.369013e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 169077 members 
Entering Unmasked Estep 
Score: -23690140.000000 Penalty: 5975.137695
	Iteration 77Q: 3 clusters Score -2.369014e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 169081 members 
Entering Unmasked Estep 
Score: -23690138.000000 Penalty: 5975.137695
	Iteration 78Q: 3 clusters Score -2.369014e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 169081 members 
Entering Unmasked Estep 
Score: -23690134.000000 Penalty: 5975.137695
	Iteration 79Q: 3 clusters Score -2.369013e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 169077 members 
Entering Unmasked Estep 
Score: -23690134.000000 Penalty: 5975.137695
	Iteration 80F: 3 clusters Score -2.369013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 169077 members 
Entering Unmasked Estep 
Score: -23690132.000000 Penalty: 5975.137695
	Iteration 81Q: 3 clusters Score -2.369013e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 169073 members 
Entering Unmasked Estep 
Score: -23690142.000000 Penalty: 5975.137695
	Iteration 82Q: 3 clusters Score -2.369014e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 169065 members 
Entering Unmasked Estep 
Score: -23690134.000000 Penalty: 5975.137695
	Iteration 83Q: 3 clusters Score -2.369013e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 169065 members 
Entering Unmasked Estep 
Score: -23690126.000000 Penalty: 5975.137695
	Iteration 84Q: 3 clusters Score -2.369013e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 169068 members 
Entering Unmasked Estep 
Score: -23690140.000000 Penalty: 5975.137695
	Iteration 85Q: 3 clusters Score -2.369014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 169069 members 
Entering Unmasked Estep 
Score: -23690162.000000 Penalty: 5975.137695
	Iteration 86Q: 3 clusters Score -2.369016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 169065 members 
Entering Unmasked Estep 
Score: -23690152.000000 Penalty: 5975.137695
	Iteration 87Q: 3 clusters Score -2.369015e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 169059 members 
Entering Unmasked Estep 
Score: -23690158.000000 Penalty: 5975.137695
	Iteration 88Q: 3 clusters Score -2.369016e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 169049 members 
Entering Unmasked Estep 
Score: -23690190.000000 Penalty: 5975.137695
	Iteration 89Q: 3 clusters Score -2.369019e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 169045 members 
Entering Unmasked Estep 
Score: -23690198.000000 Penalty: 5975.137695
	Iteration 90Q: 3 clusters Score -2.36902e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 169043 members 
Entering Unmasked Estep 
Score: -23690198.000000 Penalty: 5975.137695
	Iteration 91Q: 3 clusters Score -2.36902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 169041 members 
Entering Unmasked Estep 
Score: -23690200.000000 Penalty: 5975.137695
	Iteration 92Q: 3 clusters Score -2.36902e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 169039 members 
Entering Unmasked Estep 
Score: -23690216.000000 Penalty: 5975.137695
	Iteration 93Q: 3 clusters Score -2.369022e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 169042 members 
Entering Unmasked Estep 
Score: -23690234.000000 Penalty: 5975.137695
	Iteration 94Q: 3 clusters Score -2.369023e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 169040 members 
Entering Unmasked Estep 
Score: -23690232.000000 Penalty: 5975.137695
	Iteration 95Q: 3 clusters Score -2.369023e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 169043 members 
Entering Unmasked Estep 
Score: -23690260.000000 Penalty: 5975.137695
	Iteration 96Q: 3 clusters Score -2.369026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 169042 members 
Entering Unmasked Estep 
Score: -23690272.000000 Penalty: 5975.137695
	Iteration 97Q: 3 clusters Score -2.369027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 169045 members 
Entering Unmasked Estep 
Score: -23690276.000000 Penalty: 5975.137695
	Iteration 98Q: 3 clusters Score -2.369028e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 169055 members 
Entering Unmasked Estep 
Score: -23690290.000000 Penalty: 5975.137695
	Iteration 99Q: 3 clusters Score -2.369029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 169064 members 
Entering Unmasked Estep 
Score: -23690286.000000 Penalty: 5975.137695
	Iteration 100F: 3 clusters Score -2.369029e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 169071 members 
Entering Unmasked Estep 
Score: -23690296.000000 Penalty: 5975.137695
	Iteration 101Q: 3 clusters Score -2.36903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 169077 members 
Entering Unmasked Estep 
Score: -23690290.000000 Penalty: 5975.137695
	Iteration 102Q: 3 clusters Score -2.369029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 169078 members 
Entering Unmasked Estep 
Score: -23690298.000000 Penalty: 5975.137695
	Iteration 103Q: 3 clusters Score -2.36903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 169081 members 
Entering Unmasked Estep 
Score: -23690294.000000 Penalty: 5975.137695
	Iteration 104Q: 3 clusters Score -2.369029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 169086 members 
Entering Unmasked Estep 
Score: -23690304.000000 Penalty: 5975.137695
	Iteration 105Q: 3 clusters Score -2.36903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 169087 members 
Entering Unmasked Estep 
Score: -23690298.000000 Penalty: 5975.137695
	Iteration 106Q: 3 clusters Score -2.36903e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 169088 members 
Entering Unmasked Estep 
Score: -23690322.000000 Penalty: 5975.137695
	Iteration 107Q: 3 clusters Score -2.369032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 169088 members 
Entering Unmasked Estep 
Score: -23690328.000000 Penalty: 5975.137695
	Iteration 108Q: 3 clusters Score -2.369033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 169083 members 
Entering Unmasked Estep 
Score: -23690324.000000 Penalty: 5975.137695
	Iteration 109Q: 3 clusters Score -2.369032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 169086 members 
Entering Unmasked Estep 
Score: -23690318.000000 Penalty: 5975.137695
	Iteration 110Q: 3 clusters Score -2.369032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 169089 members 
Entering Unmasked Estep 
Score: -23690310.000000 Penalty: 5975.137695
	Iteration 111Q: 3 clusters Score -2.369031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 169090 members 
Entering Unmasked Estep 
Score: -23690302.000000 Penalty: 5975.137695
	Iteration 112Q: 3 clusters Score -2.36903e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 169093 members 
Entering Unmasked Estep 
Score: -23690318.000000 Penalty: 5975.137695
	Iteration 113Q: 3 clusters Score -2.369032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 169099 members 
Entering Unmasked Estep 
Score: -23690310.000000 Penalty: 5975.137695
	Iteration 114Q: 3 clusters Score -2.369031e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 169105 members 
Entering Unmasked Estep 
Score: -23690308.000000 Penalty: 5975.137695
	Iteration 115Q: 3 clusters Score -2.369031e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 169107 members 
Entering Unmasked Estep 
Score: -23690312.000000 Penalty: 5975.137695
	Iteration 116Q: 3 clusters Score -2.369031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 169106 members 
Entering Unmasked Estep 
Score: -23690316.000000 Penalty: 5975.137695
	Iteration 117Q: 3 clusters Score -2.369032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 169106 members 
Entering Unmasked Estep 
Score: -23690316.000000 Penalty: 5975.137695
	Iteration 118Q: 3 clusters Score -2.369032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 169108 members 
Entering Unmasked Estep 
Score: -23690312.000000 Penalty: 5975.137695
	Iteration 119Q: 3 clusters Score -2.369031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 169107 members 
Entering Unmasked Estep 
Score: -23690322.000000 Penalty: 5975.137695
	Iteration 120F: 3 clusters Score -2.369032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 169105 members 
Entering Unmasked Estep 
Score: -23690322.000000 Penalty: 5975.137695
	Iteration 121Q: 3 clusters Score -2.369032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 169107 members 
Entering Unmasked Estep 
Score: -23690342.000000 Penalty: 5975.137695
	Iteration 122Q: 3 clusters Score -2.369034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 169107 members 
Entering Unmasked Estep 
Score: -23690346.000000 Penalty: 5975.137695
	Iteration 123Q: 3 clusters Score -2.369035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 169105 members 
Entering Unmasked Estep 
Score: -23690342.000000 Penalty: 5975.137695
	Iteration 124Q: 3 clusters Score -2.369034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 169105 members 
Entering Unmasked Estep 
Score: -23690342.000000 Penalty: 5975.137695
	Iteration 125F: 3 clusters Score -2.369034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Entering Unmasked Estep 
Score: -527928.687500 Penalty: 2037.321655
	Iteration 0F: 2 clusters Score -527928.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -524195.375000 Penalty: 4074.643311
	Iteration 0F: 3 clusters Score -524195.4 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -524991.562500 Penalty: 4074.643311
	Iteration 1F: 3 clusters Score -524991.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -525175.625000 Penalty: 4074.643311
	Iteration 2F: 3 clusters Score -525175.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -525271.812500 Penalty: 4074.643311
	Iteration 3Q: 3 clusters Score -525271.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -525332.500000 Penalty: 4074.643311
	Iteration 4Q: 3 clusters Score -525332.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -525371.062500 Penalty: 4074.643311
	Iteration 5Q: 3 clusters Score -525371.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -525400.750000 Penalty: 4074.643311
	Iteration 6Q: 3 clusters Score -525400.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -525427.437500 Penalty: 4074.643311
	Iteration 7Q: 3 clusters Score -525427.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -525445.000000 Penalty: 4074.643311
	Iteration 8Q: 3 clusters Score -525445 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -525455.750000 Penalty: 4074.643311
	Iteration 9Q: 3 clusters Score -525455.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -525466.125000 Penalty: 4074.643311
	Iteration 10Q: 3 clusters Score -525466.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -525473.250000 Penalty: 4074.643311
	Iteration 11Q: 3 clusters Score -525473.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -525477.687500 Penalty: 4074.643311
	Iteration 12Q: 3 clusters Score -525477.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -525480.687500 Penalty: 4074.643311
	Iteration 13Q: 3 clusters Score -525480.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -525481.000000 Penalty: 4074.643311
	Iteration 14Q: 3 clusters Score -525481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -525482.312500 Penalty: 4074.643311
	Iteration 15Q: 3 clusters Score -525482.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -525482.312500 Penalty: 4074.643311
	Iteration 16F: 3 clusters Score -525482.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Entering Unmasked Estep 
Score: -6759409.500000 Penalty: 2684.013184
	Iteration 0F: 2 clusters Score -6759410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -6725741.000000 Penalty: 5368.026367
	Iteration 0F: 3 clusters Score -6725741 nChanged 23193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -6740051.000000 Penalty: 5368.026367
	Iteration 1F: 3 clusters Score -6740051 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -6742162.500000 Penalty: 5368.026367
	Iteration 2F: 3 clusters Score -6742162 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -6744652.000000 Penalty: 5368.026367
	Iteration 3F: 3 clusters Score -6744652 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -6747343.000000 Penalty: 5368.026367
	Iteration 4F: 3 clusters Score -6747343 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -6749880.000000 Penalty: 5368.026367
	Iteration 5F: 3 clusters Score -6749880 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -6751898.000000 Penalty: 5368.026367
	Iteration 6F: 3 clusters Score -6751898 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -6753560.500000 Penalty: 5368.026367
	Iteration 7F: 3 clusters Score -6753560 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -6755029.000000 Penalty: 5368.026367
	Iteration 8Q: 3 clusters Score -6755029 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -6756506.000000 Penalty: 5368.026367
	Iteration 9Q: 3 clusters Score -6756506 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -6758179.500000 Penalty: 5368.026367
	Iteration 10Q: 3 clusters Score -6758180 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -6759462.000000 Penalty: 5368.026367
	Iteration 11Q: 3 clusters Score -6759462 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -6760175.000000 Penalty: 5368.026367
	Iteration 12Q: 3 clusters Score -6760175 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -6760475.500000 Penalty: 5368.026367
	Iteration 13Q: 3 clusters Score -6760476 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -6760637.000000 Penalty: 5368.026367
	Iteration 14Q: 3 clusters Score -6760637 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -6760725.000000 Penalty: 5368.026367
	Iteration 15Q: 3 clusters Score -6760725 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -6760797.500000 Penalty: 5368.026367
	Iteration 16Q: 3 clusters Score -6760798 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47570 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -6760838.000000 Penalty: 5368.026367
	Iteration 17Q: 3 clusters Score -6760838 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -6760869.000000 Penalty: 5368.026367
	Iteration 18Q: 3 clusters Score -6760869 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -6760866.500000 Penalty: 5368.026367
	Iteration 19Q: 3 clusters Score -6760866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -6760874.000000 Penalty: 5368.026367
	Iteration 20F: 3 clusters Score -6760874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -6760878.500000 Penalty: 5368.026367
	Iteration 21Q: 3 clusters Score -6760878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -6760872.500000 Penalty: 5368.026367
	Iteration 22Q: 3 clusters Score -6760872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -6760881.000000 Penalty: 5368.026367
	Iteration 23Q: 3 clusters Score -6760881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -6760871.500000 Penalty: 5368.026367
	Iteration 24Q: 3 clusters Score -6760872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -6760878.000000 Penalty: 5368.026367
	Iteration 25Q: 3 clusters Score -6760878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -6760881.500000 Penalty: 5368.026367
	Iteration 26Q: 3 clusters Score -6760882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -6760881.500000 Penalty: 5368.026367
	Iteration 27Q: 3 clusters Score -6760882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -6760885.500000 Penalty: 5368.026367
	Iteration 28Q: 3 clusters Score -6760886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -6760877.000000 Penalty: 5368.026367
	Iteration 29Q: 3 clusters Score -6760877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -6760884.500000 Penalty: 5368.026367
	Iteration 30Q: 3 clusters Score -6760884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -6760879.500000 Penalty: 5368.026367
	Iteration 31Q: 3 clusters Score -6760880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -6760870.000000 Penalty: 5368.026367
	Iteration 32Q: 3 clusters Score -6760870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -6760867.500000 Penalty: 5368.026367
	Iteration 33Q: 3 clusters Score -6760868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -6760868.000000 Penalty: 5368.026367
	Iteration 34Q: 3 clusters Score -6760868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -6760868.000000 Penalty: 5368.026367
	Iteration 35F: 3 clusters Score -6760868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2265 members 
Mstep: Class 3 contains 210797 members 
Mstep: Class 5 contains 170527 members 
Mstep: Class 6 contains 3696 members 
Mstep: Class 7 contains 47878 members 
Mstep: Class 8 contains 24556 members 
Mstep: Class 9 contains 56920 members 
Mstep: Class 10 contains 13739 members 
Mstep: Class 11 contains 15996 members 
Mstep: Class 12 contains 62466 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 45680 members 
Mstep: Class 15 contains 12087 members 
Mstep: Class 16 contains 17385 members 
Mstep: Class 18 contains 38411 members 
Mstep: Class 19 contains 73359 members 
Mstep: Class 20 contains 143723 members 
Mstep: Class 21 contains 1632 members 
Mstep: Class 22 contains 104368 members 
Entering Unmasked Estep 
Score: -142829936.000000 Penalty: 68783.484375
Splitting cluster 7 changes total score from -142828448.000000 to -142829936.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 8 (24556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Entering Unmasked Estep 
Score: -3296626.750000 Penalty: 2506.960449
	Iteration 0F: 2 clusters Score -3296627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -3279693.250000 Penalty: 5013.920898
	Iteration 0F: 3 clusters Score -3279693 nChanged 10942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -3286007.250000 Penalty: 5013.920898
	Iteration 1F: 3 clusters Score -3286007 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -3287097.250000 Penalty: 5013.920898
	Iteration 2F: 3 clusters Score -3287097 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -3288779.500000 Penalty: 5013.920898
	Iteration 3F: 3 clusters Score -3288780 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -3291094.750000 Penalty: 5013.920898
	Iteration 4F: 3 clusters Score -3291095 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -3293641.250000 Penalty: 5013.920898
	Iteration 5F: 3 clusters Score -3293641 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -3295554.750000 Penalty: 5013.920898
	Iteration 6F: 3 clusters Score -3295555 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -3296602.500000 Penalty: 5013.920898
	Iteration 7F: 3 clusters Score -3296602 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -3297083.750000 Penalty: 5013.920898
	Iteration 8Q: 3 clusters Score -3297084 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -3297326.750000 Penalty: 5013.920898
	Iteration 9Q: 3 clusters Score -3297327 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -3297453.000000 Penalty: 5013.920898
	Iteration 10Q: 3 clusters Score -3297453 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -3297544.500000 Penalty: 5013.920898
	Iteration 11Q: 3 clusters Score -3297544 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -3297648.750000 Penalty: 5013.920898
	Iteration 12Q: 3 clusters Score -3297649 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -3297734.750000 Penalty: 5013.920898
	Iteration 13Q: 3 clusters Score -3297735 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -3297891.250000 Penalty: 5013.920898
	Iteration 14Q: 3 clusters Score -3297891 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -3298141.750000 Penalty: 5013.920898
	Iteration 15Q: 3 clusters Score -3298142 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -3298321.250000 Penalty: 5013.920898
	Iteration 16Q: 3 clusters Score -3298321 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -3298369.750000 Penalty: 5013.920898
	Iteration 17Q: 3 clusters Score -3298370 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -3298380.500000 Penalty: 5013.920898
	Iteration 18Q: 3 clusters Score -3298380 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -3298390.250000 Penalty: 5013.920898
	Iteration 19Q: 3 clusters Score -3298390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -3298396.500000 Penalty: 5013.920898
	Iteration 20F: 3 clusters Score -3298396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -3298384.750000 Penalty: 5013.920898
	Iteration 21Q: 3 clusters Score -3298385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -3298391.250000 Penalty: 5013.920898
	Iteration 22Q: 3 clusters Score -3298391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -3298392.750000 Penalty: 5013.920898
	Iteration 23Q: 3 clusters Score -3298393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -3298391.000000 Penalty: 5013.920898
	Iteration 24Q: 3 clusters Score -3298391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -3298389.250000 Penalty: 5013.920898
	Iteration 25Q: 3 clusters Score -3298389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -3298386.500000 Penalty: 5013.920898
	Iteration 26Q: 3 clusters Score -3298386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -3298389.500000 Penalty: 5013.920898
	Iteration 27Q: 3 clusters Score -3298390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -3298389.500000 Penalty: 5013.920898
	Iteration 28F: 3 clusters Score -3298390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2265 members 
Mstep: Class 3 contains 210797 members 
Mstep: Class 4 contains 5985 members 
Mstep: Class 5 contains 170527 members 
Mstep: Class 6 contains 3696 members 
Mstep: Class 7 contains 47878 members 
Mstep: Class 8 contains 18571 members 
Mstep: Class 9 contains 56920 members 
Mstep: Class 10 contains 13739 members 
Mstep: Class 11 contains 15996 members 
Mstep: Class 12 contains 62466 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 45680 members 
Mstep: Class 15 contains 12087 members 
Mstep: Class 16 contains 17385 members 
Mstep: Class 18 contains 38411 members 
Mstep: Class 19 contains 73359 members 
Mstep: Class 20 contains 143723 members 
Mstep: Class 21 contains 1632 members 
Mstep: Class 22 contains 104368 members 
Entering Unmasked Estep 
Score: -142830592.000000 Penalty: 72222.656250
Splitting cluster 8 changes total score from -142828448.000000 to -142830592.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 9 (56920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56920 members 
Entering Unmasked Estep 
Score: -7983775.000000 Penalty: 2715.451660
	Iteration 0F: 2 clusters Score -7983775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -7945498.000000 Penalty: 5430.903320
	Iteration 0F: 3 clusters Score -7945498 nChanged 26439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -7960261.500000 Penalty: 5430.903320
	Iteration 1F: 3 clusters Score -7960262 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -7961013.000000 Penalty: 5430.903320
	Iteration 2Q: 3 clusters Score -7961013 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -7962135.000000 Penalty: 5430.903320
	Iteration 3Q: 3 clusters Score -7962135 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -7963893.000000 Penalty: 5430.903320
	Iteration 4F: 3 clusters Score -7963893 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -7966644.500000 Penalty: 5430.903320
	Iteration 5F: 3 clusters Score -7966644 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -7970557.500000 Penalty: 5430.903320
	Iteration 6F: 3 clusters Score -7970558 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -7974836.500000 Penalty: 5430.903320
	Iteration 7F: 3 clusters Score -7974836 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -7977859.000000 Penalty: 5430.903320
	Iteration 8F: 3 clusters Score -7977859 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -7979518.000000 Penalty: 5430.903320
	Iteration 9Q: 3 clusters Score -7979518 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55293 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -7980416.000000 Penalty: 5430.903320
	Iteration 10Q: 3 clusters Score -7980416 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55817 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7980869.500000 Penalty: 5430.903320
	Iteration 11Q: 3 clusters Score -7980870 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56098 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7981070.000000 Penalty: 5430.903320
	Iteration 12Q: 3 clusters Score -7981070 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -7981232.500000 Penalty: 5430.903320
	Iteration 13Q: 3 clusters Score -7981232 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56339 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7981308.000000 Penalty: 5430.903320
	Iteration 14Q: 3 clusters Score -7981308 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56385 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7981353.000000 Penalty: 5430.903320
	Iteration 15Q: 3 clusters Score -7981353 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56413 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7981381.500000 Penalty: 5430.903320
	Iteration 16Q: 3 clusters Score -7981382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56431 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -7981394.000000 Penalty: 5430.903320
	Iteration 17Q: 3 clusters Score -7981394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7981418.500000 Penalty: 5430.903320
	Iteration 18Q: 3 clusters Score -7981418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56452 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7981446.500000 Penalty: 5430.903320
	Iteration 19Q: 3 clusters Score -7981446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56461 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7981457.000000 Penalty: 5430.903320
	Iteration 20F: 3 clusters Score -7981457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56469 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7981461.000000 Penalty: 5430.903320
	Iteration 21Q: 3 clusters Score -7981461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7981475.000000 Penalty: 5430.903320
	Iteration 22Q: 3 clusters Score -7981475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56477 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7981479.000000 Penalty: 5430.903320
	Iteration 23Q: 3 clusters Score -7981479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56480 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -7981491.000000 Penalty: 5430.903320
	Iteration 24Q: 3 clusters Score -7981491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56481 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7981491.000000 Penalty: 5430.903320
	Iteration 25Q: 3 clusters Score -7981491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56482 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7981491.000000 Penalty: 5430.903320
	Iteration 26Q: 3 clusters Score -7981491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56482 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7981497.500000 Penalty: 5430.903320
	Iteration 27Q: 3 clusters Score -7981498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56483 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7981502.500000 Penalty: 5430.903320
	Iteration 28Q: 3 clusters Score -7981502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56486 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7981502.500000 Penalty: 5430.903320
	Iteration 29Q: 3 clusters Score -7981502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56489 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7981503.000000 Penalty: 5430.903320
	Iteration 30Q: 3 clusters Score -7981503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56490 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7981510.000000 Penalty: 5430.903320
	Iteration 31Q: 3 clusters Score -7981510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7981520.500000 Penalty: 5430.903320
	Iteration 32Q: 3 clusters Score -7981520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7981525.000000 Penalty: 5430.903320
	Iteration 33Q: 3 clusters Score -7981525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56503 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7981528.000000 Penalty: 5430.903320
	Iteration 34Q: 3 clusters Score -7981528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7981532.500000 Penalty: 5430.903320
	Iteration 35Q: 3 clusters Score -7981532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56505 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7981532.500000 Penalty: 5430.903320
	Iteration 36Q: 3 clusters Score -7981532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56506 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -7981533.500000 Penalty: 5430.903320
	Iteration 37Q: 3 clusters Score -7981534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56505 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7981537.000000 Penalty: 5430.903320
	Iteration 38Q: 3 clusters Score -7981537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56505 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7981540.000000 Penalty: 5430.903320
	Iteration 39Q: 3 clusters Score -7981540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56506 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -7981539.000000 Penalty: 5430.903320
	Iteration 40F: 3 clusters Score -7981539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Entering Unmasked Estep 
Score: -1841220.625000 Penalty: 2362.942627
	Iteration 0F: 2 clusters Score -1841221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1831234.500000 Penalty: 4725.885254
	Iteration 0F: 3 clusters Score -1831234 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1834818.250000 Penalty: 4725.885254
	Iteration 1F: 3 clusters Score -1834818 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1835793.750000 Penalty: 4725.885254
	Iteration 2F: 3 clusters Score -1835794 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1836926.125000 Penalty: 4725.885254
	Iteration 3F: 3 clusters Score -1836926 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1838250.875000 Penalty: 4725.885254
	Iteration 4F: 3 clusters Score -1838251 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1839716.750000 Penalty: 4725.885254
	Iteration 5F: 3 clusters Score -1839717 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1840921.250000 Penalty: 4725.885254
	Iteration 6F: 3 clusters Score -1840921 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1841577.625000 Penalty: 4725.885254
	Iteration 7F: 3 clusters Score -1841578 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1841899.375000 Penalty: 4725.885254
	Iteration 8Q: 3 clusters Score -1841899 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1842071.750000 Penalty: 4725.885254
	Iteration 9Q: 3 clusters Score -1842072 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1842166.125000 Penalty: 4725.885254
	Iteration 10Q: 3 clusters Score -1842166 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1842220.250000 Penalty: 4725.885254
	Iteration 11Q: 3 clusters Score -1842220 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1842255.500000 Penalty: 4725.885254
	Iteration 12Q: 3 clusters Score -1842256 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1842288.750000 Penalty: 4725.885254
	Iteration 13Q: 3 clusters Score -1842289 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1842322.125000 Penalty: 4725.885254
	Iteration 14Q: 3 clusters Score -1842322 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1842350.375000 Penalty: 4725.885254
	Iteration 15Q: 3 clusters Score -1842350 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1842372.750000 Penalty: 4725.885254
	Iteration 16Q: 3 clusters Score -1842373 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1842393.375000 Penalty: 4725.885254
	Iteration 17Q: 3 clusters Score -1842393 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1842408.875000 Penalty: 4725.885254
	Iteration 18Q: 3 clusters Score -1842409 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1842428.000000 Penalty: 4725.885254
	Iteration 19Q: 3 clusters Score -1842428 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1842436.250000 Penalty: 4725.885254
	Iteration 20F: 3 clusters Score -1842436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1842446.750000 Penalty: 4725.885254
	Iteration 21Q: 3 clusters Score -1842447 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1842457.125000 Penalty: 4725.885254
	Iteration 22Q: 3 clusters Score -1842457 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1842464.500000 Penalty: 4725.885254
	Iteration 23Q: 3 clusters Score -1842464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1842469.375000 Penalty: 4725.885254
	Iteration 24Q: 3 clusters Score -1842469 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1842470.250000 Penalty: 4725.885254
	Iteration 25Q: 3 clusters Score -1842470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1842478.125000 Penalty: 4725.885254
	Iteration 26Q: 3 clusters Score -1842478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1842483.250000 Penalty: 4725.885254
	Iteration 27Q: 3 clusters Score -1842483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1842491.625000 Penalty: 4725.885254
	Iteration 28Q: 3 clusters Score -1842492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1842490.625000 Penalty: 4725.885254
	Iteration 29Q: 3 clusters Score -1842491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1842492.500000 Penalty: 4725.885254
	Iteration 30Q: 3 clusters Score -1842492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1842492.125000 Penalty: 4725.885254
	Iteration 31Q: 3 clusters Score -1842492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1842495.875000 Penalty: 4725.885254
	Iteration 32Q: 3 clusters Score -1842496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1842503.875000 Penalty: 4725.885254
	Iteration 33Q: 3 clusters Score -1842504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1842510.250000 Penalty: 4725.885254
	Iteration 34Q: 3 clusters Score -1842510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1842511.500000 Penalty: 4725.885254
	Iteration 35Q: 3 clusters Score -1842512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1842516.250000 Penalty: 4725.885254
	Iteration 36Q: 3 clusters Score -1842516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1842522.375000 Penalty: 4725.885254
	Iteration 37Q: 3 clusters Score -1842522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1842528.875000 Penalty: 4725.885254
	Iteration 38Q: 3 clusters Score -1842529 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1842533.250000 Penalty: 4725.885254
	Iteration 39Q: 3 clusters Score -1842533 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1842539.375000 Penalty: 4725.885254
	Iteration 40F: 3 clusters Score -1842539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1842541.750000 Penalty: 4725.885254
	Iteration 41Q: 3 clusters Score -1842542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1842547.250000 Penalty: 4725.885254
	Iteration 42Q: 3 clusters Score -1842547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1842554.625000 Penalty: 4725.885254
	Iteration 43Q: 3 clusters Score -1842555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1842555.500000 Penalty: 4725.885254
	Iteration 44Q: 3 clusters Score -1842556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1842553.500000 Penalty: 4725.885254
	Iteration 45Q: 3 clusters Score -1842554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1842557.000000 Penalty: 4725.885254
	Iteration 46Q: 3 clusters Score -1842557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1842555.375000 Penalty: 4725.885254
	Iteration 47Q: 3 clusters Score -1842555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1842554.500000 Penalty: 4725.885254
	Iteration 48Q: 3 clusters Score -1842554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1842556.875000 Penalty: 4725.885254
	Iteration 49Q: 3 clusters Score -1842557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1842558.125000 Penalty: 4725.885254
	Iteration 50Q: 3 clusters Score -1842558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1842559.375000 Penalty: 4725.885254
	Iteration 51Q: 3 clusters Score -1842559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1842558.125000 Penalty: 4725.885254
	Iteration 52Q: 3 clusters Score -1842558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1842553.625000 Penalty: 4725.885254
	Iteration 53Q: 3 clusters Score -1842554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1842556.500000 Penalty: 4725.885254
	Iteration 54Q: 3 clusters Score -1842556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1842557.000000 Penalty: 4725.885254
	Iteration 55Q: 3 clusters Score -1842557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1842562.625000 Penalty: 4725.885254
	Iteration 56Q: 3 clusters Score -1842563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1842561.125000 Penalty: 4725.885254
	Iteration 57Q: 3 clusters Score -1842561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1842566.875000 Penalty: 4725.885254
	Iteration 58Q: 3 clusters Score -1842567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1842572.500000 Penalty: 4725.885254
	Iteration 59Q: 3 clusters Score -1842572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1842573.875000 Penalty: 4725.885254
	Iteration 60F: 3 clusters Score -1842574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1842578.875000 Penalty: 4725.885254
	Iteration 61Q: 3 clusters Score -1842579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1842581.250000 Penalty: 4725.885254
	Iteration 62Q: 3 clusters Score -1842581 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1842587.000000 Penalty: 4725.885254
	Iteration 63Q: 3 clusters Score -1842587 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1842600.000000 Penalty: 4725.885254
	Iteration 64Q: 3 clusters Score -1842600 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1842616.125000 Penalty: 4725.885254
	Iteration 65Q: 3 clusters Score -1842616 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1842640.750000 Penalty: 4725.885254
	Iteration 66Q: 3 clusters Score -1842641 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1842662.250000 Penalty: 4725.885254
	Iteration 67Q: 3 clusters Score -1842662 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1842682.625000 Penalty: 4725.885254
	Iteration 68Q: 3 clusters Score -1842683 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1842697.750000 Penalty: 4725.885254
	Iteration 69Q: 3 clusters Score -1842698 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1842729.000000 Penalty: 4725.885254
	Iteration 70Q: 3 clusters Score -1842729 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1842773.750000 Penalty: 4725.885254
	Iteration 71Q: 3 clusters Score -1842774 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1842812.750000 Penalty: 4725.885254
	Iteration 72Q: 3 clusters Score -1842813 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1842857.000000 Penalty: 4725.885254
	Iteration 73Q: 3 clusters Score -1842857 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1842918.500000 Penalty: 4725.885254
	Iteration 74Q: 3 clusters Score -1842918 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1842970.875000 Penalty: 4725.885254
	Iteration 75Q: 3 clusters Score -1842971 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1843042.875000 Penalty: 4725.885254
	Iteration 76Q: 3 clusters Score -1843043 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1843125.125000 Penalty: 4725.885254
	Iteration 77Q: 3 clusters Score -1843125 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1843204.000000 Penalty: 4725.885254
	Iteration 78Q: 3 clusters Score -1843204 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1843303.000000 Penalty: 4725.885254
	Iteration 79Q: 3 clusters Score -1843303 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1843385.875000 Penalty: 4725.885254
	Iteration 80F: 3 clusters Score -1843386 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1843447.125000 Penalty: 4725.885254
	Iteration 81Q: 3 clusters Score -1843447 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1843492.000000 Penalty: 4725.885254
	Iteration 82Q: 3 clusters Score -1843492 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1843531.750000 Penalty: 4725.885254
	Iteration 83Q: 3 clusters Score -1843532 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1843557.375000 Penalty: 4725.885254
	Iteration 84Q: 3 clusters Score -1843557 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1843590.125000 Penalty: 4725.885254
	Iteration 85Q: 3 clusters Score -1843590 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1843617.625000 Penalty: 4725.885254
	Iteration 86Q: 3 clusters Score -1843618 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1843646.875000 Penalty: 4725.885254
	Iteration 87Q: 3 clusters Score -1843647 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1843676.625000 Penalty: 4725.885254
	Iteration 88Q: 3 clusters Score -1843677 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1843698.000000 Penalty: 4725.885254
	Iteration 89Q: 3 clusters Score -1843698 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1843713.625000 Penalty: 4725.885254
	Iteration 90Q: 3 clusters Score -1843714 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1843731.875000 Penalty: 4725.885254
	Iteration 91Q: 3 clusters Score -1843732 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1843738.375000 Penalty: 4725.885254
	Iteration 92Q: 3 clusters Score -1843738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1843747.750000 Penalty: 4725.885254
	Iteration 93Q: 3 clusters Score -1843748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1843748.750000 Penalty: 4725.885254
	Iteration 94Q: 3 clusters Score -1843749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1843754.750000 Penalty: 4725.885254
	Iteration 95Q: 3 clusters Score -1843755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1843755.500000 Penalty: 4725.885254
	Iteration 96Q: 3 clusters Score -1843756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1843757.750000 Penalty: 4725.885254
	Iteration 97Q: 3 clusters Score -1843758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1843762.000000 Penalty: 4725.885254
	Iteration 98Q: 3 clusters Score -1843762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1843761.625000 Penalty: 4725.885254
	Iteration 99Q: 3 clusters Score -1843762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1843761.000000 Penalty: 4725.885254
	Iteration 100F: 3 clusters Score -1843761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1843761.500000 Penalty: 4725.885254
	Iteration 101Q: 3 clusters Score -1843762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1843763.625000 Penalty: 4725.885254
	Iteration 102Q: 3 clusters Score -1843764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1843764.500000 Penalty: 4725.885254
	Iteration 103Q: 3 clusters Score -1843764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1843763.875000 Penalty: 4725.885254
	Iteration 104Q: 3 clusters Score -1843764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1843767.250000 Penalty: 4725.885254
	Iteration 105Q: 3 clusters Score -1843767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1843767.000000 Penalty: 4725.885254
	Iteration 106Q: 3 clusters Score -1843767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1843773.625000 Penalty: 4725.885254
	Iteration 107Q: 3 clusters Score -1843774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1843772.875000 Penalty: 4725.885254
	Iteration 108Q: 3 clusters Score -1843773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1843771.500000 Penalty: 4725.885254
	Iteration 109Q: 3 clusters Score -1843772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1843771.250000 Penalty: 4725.885254
	Iteration 110Q: 3 clusters Score -1843771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1843769.250000 Penalty: 4725.885254
	Iteration 111Q: 3 clusters Score -1843769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1843770.875000 Penalty: 4725.885254
	Iteration 112Q: 3 clusters Score -1843771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1843770.875000 Penalty: 4725.885254
	Iteration 113F: 3 clusters Score -1843771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2265 members 
Mstep: Class 3 contains 210797 members 
Mstep: Class 4 contains 5985 members 
Mstep: Class 5 contains 170527 members 
Mstep: Class 6 contains 3696 members 
Mstep: Class 7 contains 47878 members 
Mstep: Class 8 contains 18571 members 
Mstep: Class 9 contains 56920 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 15996 members 
Mstep: Class 12 contains 62466 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 45680 members 
Mstep: Class 15 contains 12087 members 
Mstep: Class 16 contains 17385 members 
Mstep: Class 17 contains 4098 members 
Mstep: Class 18 contains 38411 members 
Mstep: Class 19 contains 73359 members 
Mstep: Class 20 contains 143723 members 
Mstep: Class 21 contains 1632 members 
Mstep: Class 22 contains 104368 members 
Entering Unmasked Estep 
Score: -142832192.000000 Penalty: 75661.828125
Splitting cluster 10 changes total score from -142828448.000000 to -142832192.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 11 (15996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Entering Unmasked Estep 
Score: -2026728.250000 Penalty: 2400.663330
	Iteration 0F: 2 clusters Score -2026728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2015337.250000 Penalty: 4801.326660
	Iteration 0F: 3 clusters Score -2015337 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2019825.875000 Penalty: 4801.326660
	Iteration 1F: 3 clusters Score -2019826 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2021387.750000 Penalty: 4801.326660
	Iteration 2F: 3 clusters Score -2021388 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2023109.625000 Penalty: 4801.326660
	Iteration 3F: 3 clusters Score -2023110 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2024640.250000 Penalty: 4801.326660
	Iteration 4F: 3 clusters Score -2024640 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2025631.000000 Penalty: 4801.326660
	Iteration 5F: 3 clusters Score -2025631 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2026201.250000 Penalty: 4801.326660
	Iteration 6F: 3 clusters Score -2026201 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2026557.000000 Penalty: 4801.326660
	Iteration 7Q: 3 clusters Score -2026557 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -2026780.750000 Penalty: 4801.326660
	Iteration 8Q: 3 clusters Score -2026781 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2026924.125000 Penalty: 4801.326660
	Iteration 9Q: 3 clusters Score -2026924 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2027023.125000 Penalty: 4801.326660
	Iteration 10Q: 3 clusters Score -2027023 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2027084.125000 Penalty: 4801.326660
	Iteration 11Q: 3 clusters Score -2027084 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2027120.375000 Penalty: 4801.326660
	Iteration 12Q: 3 clusters Score -2027120 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2027141.625000 Penalty: 4801.326660
	Iteration 13Q: 3 clusters Score -2027142 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2027165.875000 Penalty: 4801.326660
	Iteration 14Q: 3 clusters Score -2027166 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2027170.375000 Penalty: 4801.326660
	Iteration 15Q: 3 clusters Score -2027170 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2027191.375000 Penalty: 4801.326660
	Iteration 16Q: 3 clusters Score -2027191 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2027200.125000 Penalty: 4801.326660
	Iteration 17Q: 3 clusters Score -2027200 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2027203.375000 Penalty: 4801.326660
	Iteration 18Q: 3 clusters Score -2027203 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2027207.500000 Penalty: 4801.326660
	Iteration 19Q: 3 clusters Score -2027208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2027208.500000 Penalty: 4801.326660
	Iteration 20F: 3 clusters Score -2027208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2027215.500000 Penalty: 4801.326660
	Iteration 21Q: 3 clusters Score -2027216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2027214.875000 Penalty: 4801.326660
	Iteration 22Q: 3 clusters Score -2027215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2027218.375000 Penalty: 4801.326660
	Iteration 23Q: 3 clusters Score -2027218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2027209.875000 Penalty: 4801.326660
	Iteration 24Q: 3 clusters Score -2027210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2027211.625000 Penalty: 4801.326660
	Iteration 25Q: 3 clusters Score -2027212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2027211.625000 Penalty: 4801.326660
	Iteration 26Q: 3 clusters Score -2027212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2027212.750000 Penalty: 4801.326660
	Iteration 27Q: 3 clusters Score -2027213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2027215.625000 Penalty: 4801.326660
	Iteration 28Q: 3 clusters Score -2027216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2027214.500000 Penalty: 4801.326660
	Iteration 29Q: 3 clusters Score -2027214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2027216.750000 Penalty: 4801.326660
	Iteration 30Q: 3 clusters Score -2027217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2027215.875000 Penalty: 4801.326660
	Iteration 31Q: 3 clusters Score -2027216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2027216.875000 Penalty: 4801.326660
	Iteration 32Q: 3 clusters Score -2027217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2027217.875000 Penalty: 4801.326660
	Iteration 33Q: 3 clusters Score -2027218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2027220.875000 Penalty: 4801.326660
	Iteration 34Q: 3 clusters Score -2027221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2027221.750000 Penalty: 4801.326660
	Iteration 35Q: 3 clusters Score -2027222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2027222.125000 Penalty: 4801.326660
	Iteration 36Q: 3 clusters Score -2027222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2027218.000000 Penalty: 4801.326660
	Iteration 37Q: 3 clusters Score -2027218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2027220.875000 Penalty: 4801.326660
	Iteration 38Q: 3 clusters Score -2027221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2027220.500000 Penalty: 4801.326660
	Iteration 39Q: 3 clusters Score -2027220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2027221.250000 Penalty: 4801.326660
	Iteration 40F: 3 clusters Score -2027221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2027220.000000 Penalty: 4801.326660
	Iteration 41Q: 3 clusters Score -2027220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2027225.750000 Penalty: 4801.326660
	Iteration 42Q: 3 clusters Score -2027226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2027228.625000 Penalty: 4801.326660
	Iteration 43Q: 3 clusters Score -2027229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2027224.375000 Penalty: 4801.326660
	Iteration 44Q: 3 clusters Score -2027224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2027227.000000 Penalty: 4801.326660
	Iteration 45Q: 3 clusters Score -2027227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2027226.125000 Penalty: 4801.326660
	Iteration 46Q: 3 clusters Score -2027226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -2027226.000000 Penalty: 4801.326660
	Iteration 47Q: 3 clusters Score -2027226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2027228.250000 Penalty: 4801.326660
	Iteration 48Q: 3 clusters Score -2027228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2027225.500000 Penalty: 4801.326660
	Iteration 49Q: 3 clusters Score -2027226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2027226.500000 Penalty: 4801.326660
	Iteration 50Q: 3 clusters Score -2027226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2027226.000000 Penalty: 4801.326660
	Iteration 51Q: 3 clusters Score -2027226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2027228.375000 Penalty: 4801.326660
	Iteration 52Q: 3 clusters Score -2027228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2027230.125000 Penalty: 4801.326660
	Iteration 53Q: 3 clusters Score -2027230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2027229.375000 Penalty: 4801.326660
	Iteration 54Q: 3 clusters Score -2027229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2027230.375000 Penalty: 4801.326660
	Iteration 55Q: 3 clusters Score -2027230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2027228.000000 Penalty: 4801.326660
	Iteration 56Q: 3 clusters Score -2027228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2027227.875000 Penalty: 4801.326660
	Iteration 57Q: 3 clusters Score -2027228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2027227.875000 Penalty: 4801.326660
	Iteration 58F: 3 clusters Score -2027228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2265 members 
Mstep: Class 3 contains 210797 members 
Mstep: Class 4 contains 5985 members 
Mstep: Class 5 contains 170527 members 
Mstep: Class 6 contains 3696 members 
Mstep: Class 7 contains 47878 members 
Mstep: Class 8 contains 18571 members 
Mstep: Class 9 contains 56920 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 10817 members 
Mstep: Class 12 contains 62466 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 45680 members 
Mstep: Class 15 contains 12087 members 
Mstep: Class 16 contains 17385 members 
Mstep: Class 17 contains 4098 members 
Mstep: Class 18 contains 38411 members 
Mstep: Class 19 contains 73359 members 
Mstep: Class 20 contains 143723 members 
Mstep: Class 21 contains 1632 members 
Mstep: Class 22 contains 104368 members 
Mstep: Class 23 contains 5179 members 
Entering Unmasked Estep 
Score: -142831616.000000 Penalty: 79101.007812
Splitting cluster 11 changes total score from -142828448.000000 to -142831616.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (62466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62466 members 
Entering Unmasked Estep 
Score: -8753228.000000 Penalty: 2738.509521
	Iteration 0F: 2 clusters Score -8753228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -8711249.000000 Penalty: 5477.019043
	Iteration 0F: 3 clusters Score -8711249 nChanged 29108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -8727344.000000 Penalty: 5477.019043
	Iteration 1F: 3 clusters Score -8727344 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -8728005.000000 Penalty: 5477.019043
	Iteration 2Q: 3 clusters Score -8728005 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -8728575.000000 Penalty: 5477.019043
	Iteration 3Q: 3 clusters Score -8728575 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -8729151.000000 Penalty: 5477.019043
	Iteration 4Q: 3 clusters Score -8729151 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -8729958.000000 Penalty: 5477.019043
	Iteration 5Q: 3 clusters Score -8729958 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -8730901.000000 Penalty: 5477.019043
	Iteration 6Q: 3 clusters Score -8730901 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -8731990.000000 Penalty: 5477.019043
	Iteration 7Q: 3 clusters Score -8731990 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -8733312.000000 Penalty: 5477.019043
	Iteration 8Q: 3 clusters Score -8733312 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -8734663.000000 Penalty: 5477.019043
	Iteration 9Q: 3 clusters Score -8734663 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -8736162.000000 Penalty: 5477.019043
	Iteration 10Q: 3 clusters Score -8736162 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -8737853.000000 Penalty: 5477.019043
	Iteration 11Q: 3 clusters Score -8737853 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -8739751.000000 Penalty: 5477.019043
	Iteration 12F: 3 clusters Score -8739751 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -8741645.000000 Penalty: 5477.019043
	Iteration 13F: 3 clusters Score -8741645 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -8743079.000000 Penalty: 5477.019043
	Iteration 14Q: 3 clusters Score -8743079 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -8744011.000000 Penalty: 5477.019043
	Iteration 15Q: 3 clusters Score -8744011 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -8744490.000000 Penalty: 5477.019043
	Iteration 16Q: 3 clusters Score -8744490 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -8744834.000000 Penalty: 5477.019043
	Iteration 17Q: 3 clusters Score -8744834 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -8745054.000000 Penalty: 5477.019043
	Iteration 18Q: 3 clusters Score -8745054 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -8745209.000000 Penalty: 5477.019043
	Iteration 19Q: 3 clusters Score -8745209 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -8745355.000000 Penalty: 5477.019043
	Iteration 20F: 3 clusters Score -8745355 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -8745457.000000 Penalty: 5477.019043
	Iteration 21Q: 3 clusters Score -8745457 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -8745597.000000 Penalty: 5477.019043
	Iteration 22Q: 3 clusters Score -8745597 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -8745670.000000 Penalty: 5477.019043
	Iteration 23Q: 3 clusters Score -8745670 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -8745817.000000 Penalty: 5477.019043
	Iteration 24Q: 3 clusters Score -8745817 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -8745918.000000 Penalty: 5477.019043
	Iteration 25Q: 3 clusters Score -8745918 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -8746037.000000 Penalty: 5477.019043
	Iteration 26Q: 3 clusters Score -8746037 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -8746108.000000 Penalty: 5477.019043
	Iteration 27Q: 3 clusters Score -8746108 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -8746186.000000 Penalty: 5477.019043
	Iteration 28Q: 3 clusters Score -8746186 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -8746289.000000 Penalty: 5477.019043
	Iteration 29Q: 3 clusters Score -8746289 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -8746371.000000 Penalty: 5477.019043
	Iteration 30Q: 3 clusters Score -8746371 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -8746451.000000 Penalty: 5477.019043
	Iteration 31Q: 3 clusters Score -8746451 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -8746586.000000 Penalty: 5477.019043
	Iteration 32Q: 3 clusters Score -8746586 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -8746709.000000 Penalty: 5477.019043
	Iteration 33Q: 3 clusters Score -8746709 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -8746828.000000 Penalty: 5477.019043
	Iteration 34Q: 3 clusters Score -8746828 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -8746922.000000 Penalty: 5477.019043
	Iteration 35Q: 3 clusters Score -8746922 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -8747026.000000 Penalty: 5477.019043
	Iteration 36Q: 3 clusters Score -8747026 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -8747149.000000 Penalty: 5477.019043
	Iteration 37Q: 3 clusters Score -8747149 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -8747318.000000 Penalty: 5477.019043
	Iteration 38Q: 3 clusters Score -8747318 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -8747450.000000 Penalty: 5477.019043
	Iteration 39Q: 3 clusters Score -8747450 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -8747611.000000 Penalty: 5477.019043
	Iteration 40F: 3 clusters Score -8747611 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -8747706.000000 Penalty: 5477.019043
	Iteration 41Q: 3 clusters Score -8747706 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -8747825.000000 Penalty: 5477.019043
	Iteration 42Q: 3 clusters Score -8747825 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -8748011.000000 Penalty: 5477.019043
	Iteration 43Q: 3 clusters Score -8748011 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -8748131.000000 Penalty: 5477.019043
	Iteration 44Q: 3 clusters Score -8748131 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -8748296.000000 Penalty: 5477.019043
	Iteration 45Q: 3 clusters Score -8748296 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -8748438.000000 Penalty: 5477.019043
	Iteration 46Q: 3 clusters Score -8748438 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -8748623.000000 Penalty: 5477.019043
	Iteration 47Q: 3 clusters Score -8748623 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -8748818.000000 Penalty: 5477.019043
	Iteration 48Q: 3 clusters Score -8748818 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -8748975.000000 Penalty: 5477.019043
	Iteration 49Q: 3 clusters Score -8748975 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -8749125.000000 Penalty: 5477.019043
	Iteration 50Q: 3 clusters Score -8749125 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 52433 members 
Entering Unmasked Estep 
Score: -8749318.000000 Penalty: 5477.019043
	Iteration 51Q: 3 clusters Score -8749318 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
Score: -8749529.000000 Penalty: 5477.019043
	Iteration 52Q: 3 clusters Score -8749529 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -8749795.000000 Penalty: 5477.019043
	Iteration 53Q: 3 clusters Score -8749795 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 54257 members 
Entering Unmasked Estep 
Score: -8750007.000000 Penalty: 5477.019043
	Iteration 54Q: 3 clusters Score -8750007 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 54805 members 
Entering Unmasked Estep 
Score: -8750174.000000 Penalty: 5477.019043
	Iteration 55Q: 3 clusters Score -8750174 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -8750318.000000 Penalty: 5477.019043
	Iteration 56Q: 3 clusters Score -8750318 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -8750471.000000 Penalty: 5477.019043
	Iteration 57Q: 3 clusters Score -8750471 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -8750570.000000 Penalty: 5477.019043
	Iteration 58Q: 3 clusters Score -8750570 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 56532 members 
Entering Unmasked Estep 
Score: -8750718.000000 Penalty: 5477.019043
	Iteration 59Q: 3 clusters Score -8750718 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 56870 members 
Entering Unmasked Estep 
Score: -8750840.000000 Penalty: 5477.019043
	Iteration 60F: 3 clusters Score -8750840 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 57185 members 
Entering Unmasked Estep 
Score: -8750913.000000 Penalty: 5477.019043
	Iteration 61Q: 3 clusters Score -8750913 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 57472 members 
Entering Unmasked Estep 
Score: -8750993.000000 Penalty: 5477.019043
	Iteration 62Q: 3 clusters Score -8750993 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
Score: -8751053.000000 Penalty: 5477.019043
	Iteration 63Q: 3 clusters Score -8751053 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 57940 members 
Entering Unmasked Estep 
Score: -8751132.000000 Penalty: 5477.019043
	Iteration 64Q: 3 clusters Score -8751132 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 58144 members 
Entering Unmasked Estep 
Score: -8751201.000000 Penalty: 5477.019043
	Iteration 65Q: 3 clusters Score -8751201 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 58338 members 
Entering Unmasked Estep 
Score: -8751264.000000 Penalty: 5477.019043
	Iteration 66Q: 3 clusters Score -8751264 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 58513 members 
Entering Unmasked Estep 
Score: -8751327.000000 Penalty: 5477.019043
	Iteration 67Q: 3 clusters Score -8751327 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -8751377.000000 Penalty: 5477.019043
	Iteration 68Q: 3 clusters Score -8751377 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 58848 members 
Entering Unmasked Estep 
Score: -8751440.000000 Penalty: 5477.019043
	Iteration 69Q: 3 clusters Score -8751440 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 59008 members 
Entering Unmasked Estep 
Score: -8751495.000000 Penalty: 5477.019043
	Iteration 70Q: 3 clusters Score -8751495 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 59163 members 
Entering Unmasked Estep 
Score: -8751517.000000 Penalty: 5477.019043
	Iteration 71Q: 3 clusters Score -8751517 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 59290 members 
Entering Unmasked Estep 
Score: -8751559.000000 Penalty: 5477.019043
	Iteration 72Q: 3 clusters Score -8751559 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -8751582.000000 Penalty: 5477.019043
	Iteration 73Q: 3 clusters Score -8751582 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 59468 members 
Entering Unmasked Estep 
Score: -8751612.000000 Penalty: 5477.019043
	Iteration 74Q: 3 clusters Score -8751612 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 59557 members 
Entering Unmasked Estep 
Score: -8751639.000000 Penalty: 5477.019043
	Iteration 75Q: 3 clusters Score -8751639 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 59647 members 
Entering Unmasked Estep 
Score: -8751664.000000 Penalty: 5477.019043
	Iteration 76Q: 3 clusters Score -8751664 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 59729 members 
Entering Unmasked Estep 
Score: -8751671.000000 Penalty: 5477.019043
	Iteration 77Q: 3 clusters Score -8751671 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 59799 members 
Entering Unmasked Estep 
Score: -8751697.000000 Penalty: 5477.019043
	Iteration 78Q: 3 clusters Score -8751697 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -8751711.000000 Penalty: 5477.019043
	Iteration 79Q: 3 clusters Score -8751711 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -8751718.000000 Penalty: 5477.019043
	Iteration 80F: 3 clusters Score -8751718 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -8751748.000000 Penalty: 5477.019043
	Iteration 81Q: 3 clusters Score -8751748 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 60035 members 
Entering Unmasked Estep 
Score: -8751768.000000 Penalty: 5477.019043
	Iteration 82Q: 3 clusters Score -8751768 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 60088 members 
Entering Unmasked Estep 
Score: -8751780.000000 Penalty: 5477.019043
	Iteration 83Q: 3 clusters Score -8751780 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 60129 members 
Entering Unmasked Estep 
Score: -8751793.000000 Penalty: 5477.019043
	Iteration 84Q: 3 clusters Score -8751793 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 60173 members 
Entering Unmasked Estep 
Score: -8751789.000000 Penalty: 5477.019043
	Iteration 85Q: 3 clusters Score -8751789 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 60221 members 
Entering Unmasked Estep 
Score: -8751801.000000 Penalty: 5477.019043
	Iteration 86Q: 3 clusters Score -8751801 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 60264 members 
Entering Unmasked Estep 
Score: -8751832.000000 Penalty: 5477.019043
	Iteration 87Q: 3 clusters Score -8751832 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 60314 members 
Entering Unmasked Estep 
Score: -8751832.000000 Penalty: 5477.019043
	Iteration 88Q: 3 clusters Score -8751832 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 60358 members 
Entering Unmasked Estep 
Score: -8751855.000000 Penalty: 5477.019043
	Iteration 89Q: 3 clusters Score -8751855 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 60391 members 
Entering Unmasked Estep 
Score: -8751857.000000 Penalty: 5477.019043
	Iteration 90Q: 3 clusters Score -8751857 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 60416 members 
Entering Unmasked Estep 
Score: -8751854.000000 Penalty: 5477.019043
	Iteration 91Q: 3 clusters Score -8751854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 60442 members 
Entering Unmasked Estep 
Score: -8751864.000000 Penalty: 5477.019043
	Iteration 92Q: 3 clusters Score -8751864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 60465 members 
Entering Unmasked Estep 
Score: -8751872.000000 Penalty: 5477.019043
	Iteration 93Q: 3 clusters Score -8751872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 60490 members 
Entering Unmasked Estep 
Score: -8751879.000000 Penalty: 5477.019043
	Iteration 94Q: 3 clusters Score -8751879 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 60516 members 
Entering Unmasked Estep 
Score: -8751894.000000 Penalty: 5477.019043
	Iteration 95Q: 3 clusters Score -8751894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 60541 members 
Entering Unmasked Estep 
Score: -8751908.000000 Penalty: 5477.019043
	Iteration 96Q: 3 clusters Score -8751908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 60562 members 
Entering Unmasked Estep 
Score: -8751907.000000 Penalty: 5477.019043
	Iteration 97Q: 3 clusters Score -8751907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 60579 members 
Entering Unmasked Estep 
Score: -8751888.000000 Penalty: 5477.019043
	Iteration 98Q: 3 clusters Score -8751888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -8751904.000000 Penalty: 5477.019043
	Iteration 99Q: 3 clusters Score -8751904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -8751908.000000 Penalty: 5477.019043
	Iteration 100F: 3 clusters Score -8751908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
Score: -8751931.000000 Penalty: 5477.019043
	Iteration 101Q: 3 clusters Score -8751931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 60657 members 
Entering Unmasked Estep 
Score: -8751942.000000 Penalty: 5477.019043
	Iteration 102Q: 3 clusters Score -8751942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 60670 members 
Entering Unmasked Estep 
Score: -8751936.000000 Penalty: 5477.019043
	Iteration 103Q: 3 clusters Score -8751936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 60682 members 
Entering Unmasked Estep 
Score: -8751946.000000 Penalty: 5477.019043
	Iteration 104Q: 3 clusters Score -8751946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 60686 members 
Entering Unmasked Estep 
Score: -8751940.000000 Penalty: 5477.019043
	Iteration 105Q: 3 clusters Score -8751940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 60689 members 
Entering Unmasked Estep 
Score: -8751944.000000 Penalty: 5477.019043
	Iteration 106Q: 3 clusters Score -8751944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 60691 members 
Entering Unmasked Estep 
Score: -8751939.000000 Penalty: 5477.019043
	Iteration 107Q: 3 clusters Score -8751939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 60695 members 
Entering Unmasked Estep 
Score: -8751939.000000 Penalty: 5477.019043
	Iteration 108Q: 3 clusters Score -8751939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 60696 members 
Entering Unmasked Estep 
Score: -8751941.000000 Penalty: 5477.019043
	Iteration 109Q: 3 clusters Score -8751941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -8751939.000000 Penalty: 5477.019043
	Iteration 110Q: 3 clusters Score -8751939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -8751947.000000 Penalty: 5477.019043
	Iteration 111Q: 3 clusters Score -8751947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 60706 members 
Entering Unmasked Estep 
Score: -8751943.000000 Penalty: 5477.019043
	Iteration 112Q: 3 clusters Score -8751943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -8751937.000000 Penalty: 5477.019043
	Iteration 113Q: 3 clusters Score -8751937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 60718 members 
Entering Unmasked Estep 
Score: -8751934.000000 Penalty: 5477.019043
	Iteration 114Q: 3 clusters Score -8751934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 60720 members 
Entering Unmasked Estep 
Score: -8751932.000000 Penalty: 5477.019043
	Iteration 115Q: 3 clusters Score -8751932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -8751932.000000 Penalty: 5477.019043
	Iteration 116Q: 3 clusters Score -8751932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 60724 members 
Entering Unmasked Estep 
Score: -8751933.000000 Penalty: 5477.019043
	Iteration 117Q: 3 clusters Score -8751933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 60724 members 
Entering Unmasked Estep 
Score: -8751933.000000 Penalty: 5477.019043
	Iteration 118F: 3 clusters Score -8751933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Entering Unmasked Estep 
Score: -188495.125000 Penalty: 1809.510498
	Iteration 0F: 2 clusters Score -188495.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -186237.031250 Penalty: 3619.020996
	Iteration 0F: 3 clusters Score -186237 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -186766.250000 Penalty: 3619.020996
	Iteration 1F: 3 clusters Score -186766.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -187199.218750 Penalty: 3619.020996
	Iteration 2F: 3 clusters Score -187199.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -187840.703125 Penalty: 3619.020996
	Iteration 3F: 3 clusters Score -187840.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -188345.609375 Penalty: 3619.020996
	Iteration 4F: 3 clusters Score -188345.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -188594.078125 Penalty: 3619.020996
	Iteration 5F: 3 clusters Score -188594.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -188685.921875 Penalty: 3619.020996
	Iteration 6Q: 3 clusters Score -188685.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -188830.812500 Penalty: 3619.020996
	Iteration 7Q: 3 clusters Score -188830.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -188933.171875 Penalty: 3619.020996
	Iteration 8Q: 3 clusters Score -188933.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -189014.656250 Penalty: 3619.020996
	Iteration 9Q: 3 clusters Score -189014.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -189058.078125 Penalty: 3619.020996
	Iteration 10Q: 3 clusters Score -189058.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -189081.171875 Penalty: 3619.020996
	Iteration 11Q: 3 clusters Score -189081.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -189102.328125 Penalty: 3619.020996
	Iteration 12Q: 3 clusters Score -189102.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -189106.062500 Penalty: 3619.020996
	Iteration 13Q: 3 clusters Score -189106.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -189107.546875 Penalty: 3619.020996
	Iteration 14Q: 3 clusters Score -189107.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -189108.062500 Penalty: 3619.020996
	Iteration 15Q: 3 clusters Score -189108.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -189108.062500 Penalty: 3619.020996
	Iteration 16F: 3 clusters Score -189108.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2265 members 
Mstep: Class 3 contains 210797 members 
Mstep: Class 4 contains 5985 members 
Mstep: Class 5 contains 170527 members 
Mstep: Class 6 contains 3696 members 
Mstep: Class 7 contains 47878 members 
Mstep: Class 8 contains 18571 members 
Mstep: Class 9 contains 56920 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 10817 members 
Mstep: Class 12 contains 62466 members 
Mstep: Class 13 contains 575 members 
Mstep: Class 14 contains 45680 members 
Mstep: Class 15 contains 12087 members 
Mstep: Class 16 contains 17385 members 
Mstep: Class 17 contains 4098 members 
Mstep: Class 18 contains 38411 members 
Mstep: Class 19 contains 73359 members 
Mstep: Class 20 contains 143723 members 
Mstep: Class 21 contains 1632 members 
Mstep: Class 22 contains 104368 members 
Mstep: Class 23 contains 5179 members 
Mstep: Class 24 contains 900 members 
Entering Unmasked Estep 
Score: -142830448.000000 Penalty: 82540.179688
Splitting cluster 13 changes total score from -142828448.000000 to -142830448.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (45680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Entering Unmasked Estep 
Score: -6185448.500000 Penalty: 2660.895020
	Iteration 0F: 2 clusters Score -6185448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -6154716.500000 Penalty: 5321.790039
	Iteration 0F: 3 clusters Score -6154716 nChanged 20912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -6166515.000000 Penalty: 5321.790039
	Iteration 1F: 3 clusters Score -6166515 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -6167540.500000 Penalty: 5321.790039
	Iteration 2F: 3 clusters Score -6167540 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -6168994.000000 Penalty: 5321.790039
	Iteration 3F: 3 clusters Score -6168994 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -6170876.500000 Penalty: 5321.790039
	Iteration 4F: 3 clusters Score -6170876 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -6173223.000000 Penalty: 5321.790039
	Iteration 5F: 3 clusters Score -6173223 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -6175766.000000 Penalty: 5321.790039
	Iteration 6F: 3 clusters Score -6175766 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -6177892.000000 Penalty: 5321.790039
	Iteration 7F: 3 clusters Score -6177892 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -6179634.000000 Penalty: 5321.790039
	Iteration 8F: 3 clusters Score -6179634 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -6181121.000000 Penalty: 5321.790039
	Iteration 9Q: 3 clusters Score -6181121 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -6182293.000000 Penalty: 5321.790039
	Iteration 10Q: 3 clusters Score -6182293 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -6183092.500000 Penalty: 5321.790039
	Iteration 11Q: 3 clusters Score -6183092 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -6183508.500000 Penalty: 5321.790039
	Iteration 12Q: 3 clusters Score -6183508 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -6183711.500000 Penalty: 5321.790039
	Iteration 13Q: 3 clusters Score -6183712 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -6183842.500000 Penalty: 5321.790039
	Iteration 14Q: 3 clusters Score -6183842 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -6183921.000000 Penalty: 5321.790039
	Iteration 15Q: 3 clusters Score -6183921 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -6183968.500000 Penalty: 5321.790039
	Iteration 16Q: 3 clusters Score -6183968 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -6183983.000000 Penalty: 5321.790039
	Iteration 17Q: 3 clusters Score -6183983 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -6183970.000000 Penalty: 5321.790039
	Iteration 18Q: 3 clusters Score -6183970 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -6183985.000000 Penalty: 5321.790039
	Iteration 19Q: 3 clusters Score -6183985 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -6183998.500000 Penalty: 5321.790039
	Iteration 20F: 3 clusters Score -6183998 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -6183999.000000 Penalty: 5321.790039
	Iteration 21Q: 3 clusters Score -6183999 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -6183996.500000 Penalty: 5321.790039
	Iteration 22Q: 3 clusters Score -6183996 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -6184001.500000 Penalty: 5321.790039
	Iteration 23Q: 3 clusters Score -6184002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -6183996.000000 Penalty: 5321.790039
	Iteration 24Q: 3 clusters Score -6183996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -6183987.500000 Penalty: 5321.790039
	Iteration 25Q: 3 clusters Score -6183988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -6183986.500000 Penalty: 5321.790039
	Iteration 26Q: 3 clusters Score -6183986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -6183992.000000 Penalty: 5321.790039
	Iteration 27Q: 3 clusters Score -6183992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -6183988.000000 Penalty: 5321.790039
	Iteration 28Q: 3 clusters Score -6183988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -6184001.000000 Penalty: 5321.790039
	Iteration 29Q: 3 clusters Score -6184001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -6183996.000000 Penalty: 5321.790039
	Iteration 30Q: 3 clusters Score -6183996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -6183981.500000 Penalty: 5321.790039
	Iteration 31Q: 3 clusters Score -6183982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -6183980.500000 Penalty: 5321.790039
	Iteration 32Q: 3 clusters Score -6183980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -6183979.500000 Penalty: 5321.790039
	Iteration 33Q: 3 clusters Score -6183980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -6183984.500000 Penalty: 5321.790039
	Iteration 34Q: 3 clusters Score -6183984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -6183990.000000 Penalty: 5321.790039
	Iteration 35Q: 3 clusters Score -6183990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -6183993.000000 Penalty: 5321.790039
	Iteration 36Q: 3 clusters Score -6183993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -6184001.500000 Penalty: 5321.790039
	Iteration 37Q: 3 clusters Score -6184002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -6184004.000000 Penalty: 5321.790039
	Iteration 38Q: 3 clusters Score -6184004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -6184002.500000 Penalty: 5321.790039
	Iteration 39Q: 3 clusters Score -6184002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -6184000.000000 Penalty: 5321.790039
	Iteration 40F: 3 clusters Score -6184000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -6183998.500000 Penalty: 5321.790039
	Iteration 41Q: 3 clusters Score -6183998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -6183998.000000 Penalty: 5321.790039
	Iteration 42Q: 3 clusters Score -6183998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -6183997.000000 Penalty: 5321.790039
	Iteration 43Q: 3 clusters Score -6183997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -6183996.000000 Penalty: 5321.790039
	Iteration 44Q: 3 clusters Score -6183996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -6183992.000000 Penalty: 5321.790039
	Iteration 45Q: 3 clusters Score -6183992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -6183989.000000 Penalty: 5321.790039
	Iteration 46Q: 3 clusters Score -6183989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -6183993.500000 Penalty: 5321.790039
	Iteration 47Q: 3 clusters Score -6183994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -6183989.500000 Penalty: 5321.790039
	Iteration 48Q: 3 clusters Score -6183990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -6183998.000000 Penalty: 5321.790039
	Iteration 49Q: 3 clusters Score -6183998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -6183998.500000 Penalty: 5321.790039
	Iteration 50Q: 3 clusters Score -6183998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -6184008.500000 Penalty: 5321.790039
	Iteration 51Q: 3 clusters Score -6184008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -6184000.000000 Penalty: 5321.790039
	Iteration 52Q: 3 clusters Score -6184000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -6183999.500000 Penalty: 5321.790039
	Iteration 53Q: 3 clusters Score -6184000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -6183999.500000 Penalty: 5321.790039
	Iteration 54F: 3 clusters Score -6184000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Entering Unmasked Estep 
Score: -1722075.750000 Penalty: 2331.171875
	Iteration 0F: 2 clusters Score -1722076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1713110.000000 Penalty: 4662.343750
	Iteration 0F: 3 clusters Score -1713110 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1715744.375000 Penalty: 4662.343750
	Iteration 1F: 3 clusters Score -1715744 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1716056.000000 Penalty: 4662.343750
	Iteration 2F: 3 clusters Score -1716056 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1716259.625000 Penalty: 4662.343750
	Iteration 3Q: 3 clusters Score -1716260 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1716398.125000 Penalty: 4662.343750
	Iteration 4Q: 3 clusters Score -1716398 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1716512.250000 Penalty: 4662.343750
	Iteration 5Q: 3 clusters Score -1716512 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1716599.000000 Penalty: 4662.343750
	Iteration 6Q: 3 clusters Score -1716599 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1716670.125000 Penalty: 4662.343750
	Iteration 7Q: 3 clusters Score -1716670 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1716755.250000 Penalty: 4662.343750
	Iteration 8Q: 3 clusters Score -1716755 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1716853.000000 Penalty: 4662.343750
	Iteration 9Q: 3 clusters Score -1716853 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1716960.750000 Penalty: 4662.343750
	Iteration 10Q: 3 clusters Score -1716961 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1717106.125000 Penalty: 4662.343750
	Iteration 11Q: 3 clusters Score -1717106 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1717284.750000 Penalty: 4662.343750
	Iteration 12Q: 3 clusters Score -1717285 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1717492.000000 Penalty: 4662.343750
	Iteration 13Q: 3 clusters Score -1717492 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1717754.500000 Penalty: 4662.343750
	Iteration 14Q: 3 clusters Score -1717754 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1718075.250000 Penalty: 4662.343750
	Iteration 15Q: 3 clusters Score -1718075 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1718414.375000 Penalty: 4662.343750
	Iteration 16Q: 3 clusters Score -1718414 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1718756.250000 Penalty: 4662.343750
	Iteration 17Q: 3 clusters Score -1718756 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1719066.500000 Penalty: 4662.343750
	Iteration 18Q: 3 clusters Score -1719066 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1719323.250000 Penalty: 4662.343750
	Iteration 19Q: 3 clusters Score -1719323 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1719499.125000 Penalty: 4662.343750
	Iteration 20F: 3 clusters Score -1719499 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1719634.750000 Penalty: 4662.343750
	Iteration 21Q: 3 clusters Score -1719635 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1719730.250000 Penalty: 4662.343750
	Iteration 22Q: 3 clusters Score -1719730 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1719823.250000 Penalty: 4662.343750
	Iteration 23Q: 3 clusters Score -1719823 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1719881.875000 Penalty: 4662.343750
	Iteration 24Q: 3 clusters Score -1719882 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1719918.125000 Penalty: 4662.343750
	Iteration 25Q: 3 clusters Score -1719918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1719951.875000 Penalty: 4662.343750
	Iteration 26Q: 3 clusters Score -1719952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1719983.500000 Penalty: 4662.343750
	Iteration 27Q: 3 clusters Score -1719984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1720007.125000 Penalty: 4662.343750
	Iteration 28Q: 3 clusters Score -1720007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1720022.500000 Penalty: 4662.343750
	Iteration 29Q: 3 clusters Score -1720022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1720031.875000 Penalty: 4662.343750
	Iteration 30Q: 3 clusters Score -1720032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1720038.875000 Penalty: 4662.343750
	Iteration 31Q: 3 clusters Score -1720039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1720048.250000 Penalty: 4662.343750
	Iteration 32Q: 3 clusters Score -1720048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1720058.250000 Penalty: 4662.343750
	Iteration 33Q: 3 clusters Score -1720058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1720060.000000 Penalty: 4662.343750
	Iteration 34Q: 3 clusters Score -1720060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1720060.000000 Penalty: 4662.343750
	Iteration 35F: 3 clusters Score -1720060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Entering Unmasked Estep 
Score: -2328887.500000 Penalty: 2421.313965
	Iteration 0F: 2 clusters Score -2328888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2316607.250000 Penalty: 4842.627930
	Iteration 0F: 3 clusters Score -2316607 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2321421.500000 Penalty: 4842.627930
	Iteration 1F: 3 clusters Score -2321422 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2322505.250000 Penalty: 4842.627930
	Iteration 2F: 3 clusters Score -2322505 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2323472.500000 Penalty: 4842.627930
	Iteration 3F: 3 clusters Score -2323472 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2324352.750000 Penalty: 4842.627930
	Iteration 4F: 3 clusters Score -2324353 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2325065.250000 Penalty: 4842.627930
	Iteration 5F: 3 clusters Score -2325065 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2325622.500000 Penalty: 4842.627930
	Iteration 6F: 3 clusters Score -2325622 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2326048.500000 Penalty: 4842.627930
	Iteration 7Q: 3 clusters Score -2326048 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2326342.750000 Penalty: 4842.627930
	Iteration 8Q: 3 clusters Score -2326343 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2326543.250000 Penalty: 4842.627930
	Iteration 9Q: 3 clusters Score -2326543 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2326683.750000 Penalty: 4842.627930
	Iteration 10Q: 3 clusters Score -2326684 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2326764.500000 Penalty: 4842.627930
	Iteration 11Q: 3 clusters Score -2326764 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2326833.000000 Penalty: 4842.627930
	Iteration 12Q: 3 clusters Score -2326833 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2326887.750000 Penalty: 4842.627930
	Iteration 13Q: 3 clusters Score -2326888 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2326946.250000 Penalty: 4842.627930
	Iteration 14Q: 3 clusters Score -2326946 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2326993.500000 Penalty: 4842.627930
	Iteration 15Q: 3 clusters Score -2326994 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2327038.750000 Penalty: 4842.627930
	Iteration 16Q: 3 clusters Score -2327039 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2327080.250000 Penalty: 4842.627930
	Iteration 17Q: 3 clusters Score -2327080 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2327114.250000 Penalty: 4842.627930
	Iteration 18Q: 3 clusters Score -2327114 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2327160.750000 Penalty: 4842.627930
	Iteration 19Q: 3 clusters Score -2327161 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2327216.000000 Penalty: 4842.627930
	Iteration 20F: 3 clusters Score -2327216 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2327268.750000 Penalty: 4842.627930
	Iteration 21Q: 3 clusters Score -2327269 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2327337.750000 Penalty: 4842.627930
	Iteration 22Q: 3 clusters Score -2327338 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2327392.000000 Penalty: 4842.627930
	Iteration 23Q: 3 clusters Score -2327392 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2327446.000000 Penalty: 4842.627930
	Iteration 24Q: 3 clusters Score -2327446 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2327501.750000 Penalty: 4842.627930
	Iteration 25Q: 3 clusters Score -2327502 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2327547.000000 Penalty: 4842.627930
	Iteration 26Q: 3 clusters Score -2327547 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2327587.750000 Penalty: 4842.627930
	Iteration 27Q: 3 clusters Score -2327588 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2327623.500000 Penalty: 4842.627930
	Iteration 28Q: 3 clusters Score -2327624 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2327649.750000 Penalty: 4842.627930
	Iteration 29Q: 3 clusters Score -2327650 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2327684.000000 Penalty: 4842.627930
	Iteration 30Q: 3 clusters Score -2327684 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2327711.000000 Penalty: 4842.627930
	Iteration 31Q: 3 clusters Score -2327711 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2327749.000000 Penalty: 4842.627930
	Iteration 32Q: 3 clusters Score -2327749 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2327765.750000 Penalty: 4842.627930
	Iteration 33Q: 3 clusters Score -2327766 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2327793.250000 Penalty: 4842.627930
	Iteration 34Q: 3 clusters Score -2327793 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2327810.000000 Penalty: 4842.627930
	Iteration 35Q: 3 clusters Score -2327810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2327824.500000 Penalty: 4842.627930
	Iteration 36Q: 3 clusters Score -2327824 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2327837.000000 Penalty: 4842.627930
	Iteration 37Q: 3 clusters Score -2327837 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2327844.750000 Penalty: 4842.627930
	Iteration 38Q: 3 clusters Score -2327845 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2327859.500000 Penalty: 4842.627930
	Iteration 39Q: 3 clusters Score -2327860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2327860.500000 Penalty: 4842.627930
	Iteration 40F: 3 clusters Score -2327860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2327869.500000 Penalty: 4842.627930
	Iteration 41Q: 3 clusters Score -2327870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2327873.000000 Penalty: 4842.627930
	Iteration 42Q: 3 clusters Score -2327873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2327873.250000 Penalty: 4842.627930
	Iteration 43Q: 3 clusters Score -2327873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2327880.500000 Penalty: 4842.627930
	Iteration 44Q: 3 clusters Score -2327880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2327885.250000 Penalty: 4842.627930
	Iteration 45Q: 3 clusters Score -2327885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2327886.750000 Penalty: 4842.627930
	Iteration 46Q: 3 clusters Score -2327887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2327886.500000 Penalty: 4842.627930
	Iteration 47Q: 3 clusters Score -2327886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2327889.500000 Penalty: 4842.627930
	Iteration 48Q: 3 clusters Score -2327890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2327887.750000 Penalty: 4842.627930
	Iteration 49Q: 3 clusters Score -2327888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2327888.500000 Penalty: 4842.627930
	Iteration 50Q: 3 clusters Score -2327888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2327888.750000 Penalty: 4842.627930
	Iteration 51Q: 3 clusters Score -2327889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2327890.500000 Penalty: 4842.627930
	Iteration 52Q: 3 clusters Score -2327890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2327889.000000 Penalty: 4842.627930
	Iteration 53Q: 3 clusters Score -2327889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2327895.000000 Penalty: 4842.627930
	Iteration 54Q: 3 clusters Score -2327895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2327892.750000 Penalty: 4842.627930
	Iteration 55Q: 3 clusters Score -2327893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2327900.000000 Penalty: 4842.627930
	Iteration 56Q: 3 clusters Score -2327900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2327900.250000 Penalty: 4842.627930
	Iteration 57Q: 3 clusters Score -2327900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2327898.500000 Penalty: 4842.627930
	Iteration 58Q: 3 clusters Score -2327898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2327900.500000 Penalty: 4842.627930
	Iteration 59Q: 3 clusters Score -2327900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2327898.750000 Penalty: 4842.627930
	Iteration 60F: 3 clusters Score -2327899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2327902.250000 Penalty: 4842.627930
	Iteration 61Q: 3 clusters Score -2327902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2327902.750000 Penalty: 4842.627930
	Iteration 62Q: 3 clusters Score -2327903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2327901.250000 Penalty: 4842.627930
	Iteration 63Q: 3 clusters Score -2327901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2327902.500000 Penalty: 4842.627930
	Iteration 64Q: 3 clusters Score -2327902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2327903.750000 Penalty: 4842.627930
	Iteration 65Q: 3 clusters Score -2327904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2327903.750000 Penalty: 4842.627930
	Iteration 66F: 3 clusters Score -2327904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Entering Unmasked Estep 
Score: -5207015.000000 Penalty: 2617.912598
	Iteration 0F: 2 clusters Score -5207015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -5180919.000000 Penalty: 5235.825195
	Iteration 0F: 3 clusters Score -5180919 nChanged 17531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -5191475.000000 Penalty: 5235.825195
	Iteration 1F: 3 clusters Score -5191475 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -5194660.000000 Penalty: 5235.825195
	Iteration 2F: 3 clusters Score -5194660 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -5199376.500000 Penalty: 5235.825195
	Iteration 3F: 3 clusters Score -5199376 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -5203665.500000 Penalty: 5235.825195
	Iteration 4F: 3 clusters Score -5203666 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -5208123.500000 Penalty: 5235.825195
	Iteration 5F: 3 clusters Score -5208124 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -5211831.000000 Penalty: 5235.825195
	Iteration 6F: 3 clusters Score -5211831 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -5214187.000000 Penalty: 5235.825195
	Iteration 7F: 3 clusters Score -5214187 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -5215445.000000 Penalty: 5235.825195
	Iteration 8Q: 3 clusters Score -5215445 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -5216219.500000 Penalty: 5235.825195
	Iteration 9Q: 3 clusters Score -5216220 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -5216731.000000 Penalty: 5235.825195
	Iteration 10Q: 3 clusters Score -5216731 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -5217081.000000 Penalty: 5235.825195
	Iteration 11Q: 3 clusters Score -5217081 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -5217374.000000 Penalty: 5235.825195
	Iteration 12Q: 3 clusters Score -5217374 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -5217581.000000 Penalty: 5235.825195
	Iteration 13Q: 3 clusters Score -5217581 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -5217741.500000 Penalty: 5235.825195
	Iteration 14Q: 3 clusters Score -5217742 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -5217852.000000 Penalty: 5235.825195
	Iteration 15Q: 3 clusters Score -5217852 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -5217921.000000 Penalty: 5235.825195
	Iteration 16Q: 3 clusters Score -5217921 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -5217984.000000 Penalty: 5235.825195
	Iteration 17Q: 3 clusters Score -5217984 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -5218047.500000 Penalty: 5235.825195
	Iteration 18Q: 3 clusters Score -5218048 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -5218080.000000 Penalty: 5235.825195
	Iteration 19Q: 3 clusters Score -5218080 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -5218118.500000 Penalty: 5235.825195
	Iteration 20F: 3 clusters Score -5218118 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -5218149.500000 Penalty: 5235.825195
	Iteration 21Q: 3 clusters Score -5218150 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -5218198.500000 Penalty: 5235.825195
	Iteration 22Q: 3 clusters Score -5218198 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -5218250.000000 Penalty: 5235.825195
	Iteration 23Q: 3 clusters Score -5218250 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -5218337.000000 Penalty: 5235.825195
	Iteration 24Q: 3 clusters Score -5218337 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -5218346.500000 Penalty: 5235.825195
	Iteration 25Q: 3 clusters Score -5218346 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -5218375.500000 Penalty: 5235.825195
	Iteration 26Q: 3 clusters Score -5218376 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -5218382.000000 Penalty: 5235.825195
	Iteration 27Q: 3 clusters Score -5218382 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -5218388.500000 Penalty: 5235.825195
	Iteration 28Q: 3 clusters Score -5218388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -5218401.500000 Penalty: 5235.825195
	Iteration 29Q: 3 clusters Score -5218402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -5218403.500000 Penalty: 5235.825195
	Iteration 30Q: 3 clusters Score -5218404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -5218407.500000 Penalty: 5235.825195
	Iteration 31Q: 3 clusters Score -5218408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -5218414.500000 Penalty: 5235.825195
	Iteration 32Q: 3 clusters Score -5218414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -5218414.000000 Penalty: 5235.825195
	Iteration 33Q: 3 clusters Score -5218414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -5218416.000000 Penalty: 5235.825195
	Iteration 34Q: 3 clusters Score -5218416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -5218411.500000 Penalty: 5235.825195
	Iteration 35Q: 3 clusters Score -5218412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -5218417.500000 Penalty: 5235.825195
	Iteration 36Q: 3 clusters Score -5218418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -5218417.500000 Penalty: 5235.825195
	Iteration 37F: 3 clusters Score -5218418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2265 members 
Mstep: Class 3 contains 210797 members 
Mstep: Class 4 contains 5985 members 
Mstep: Class 5 contains 170527 members 
Mstep: Class 6 contains 3696 members 
Mstep: Class 7 contains 47878 members 
Mstep: Class 8 contains 18571 members 
Mstep: Class 9 contains 56920 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 10817 members 
Mstep: Class 12 contains 62466 members 
Mstep: Class 13 contains 575 members 
Mstep: Class 14 contains 45680 members 
Mstep: Class 15 contains 12087 members 
Mstep: Class 16 contains 17385 members 
Mstep: Class 17 contains 4098 members 
Mstep: Class 18 contains 6342 members 
Mstep: Class 19 contains 73359 members 
Mstep: Class 20 contains 143723 members 
Mstep: Class 21 contains 1632 members 
Mstep: Class 22 contains 104368 members 
Mstep: Class 23 contains 5179 members 
Mstep: Class 24 contains 900 members 
Mstep: Class 25 contains 32069 members 
Entering Unmasked Estep 
Score: -142841376.000000 Penalty: 85979.351562
Splitting cluster 18 changes total score from -142828448.000000 to -142841376.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (73359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73359 members 
Entering Unmasked Estep 
Score: -10083815.000000 Penalty: 2778.373779
	Iteration 0F: 2 clusters Score -1.008382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -10034661.000000 Penalty: 5556.747559
	Iteration 0F: 3 clusters Score -1.003466e+07 nChanged 34290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -10055181.000000 Penalty: 5556.747559
	Iteration 1F: 3 clusters Score -1.005518e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -10057654.000000 Penalty: 5556.747559
	Iteration 2F: 3 clusters Score -1.005765e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -10060841.000000 Penalty: 5556.747559
	Iteration 3F: 3 clusters Score -1.006084e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -10064906.000000 Penalty: 5556.747559
	Iteration 4F: 3 clusters Score -1.006491e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51243 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -10069482.000000 Penalty: 5556.747559
	Iteration 5F: 3 clusters Score -1.006948e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -10073816.000000 Penalty: 5556.747559
	Iteration 6F: 3 clusters Score -1.007382e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58248 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -10077256.000000 Penalty: 5556.747559
	Iteration 7F: 3 clusters Score -1.007726e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60187 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -10079509.000000 Penalty: 5556.747559
	Iteration 8Q: 3 clusters Score -1.007951e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61561 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -10080754.000000 Penalty: 5556.747559
	Iteration 9Q: 3 clusters Score -1.008075e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62652 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -10081633.000000 Penalty: 5556.747559
	Iteration 10Q: 3 clusters Score -1.008163e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63557 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -10082226.000000 Penalty: 5556.747559
	Iteration 11Q: 3 clusters Score -1.008223e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -10082693.000000 Penalty: 5556.747559
	Iteration 12Q: 3 clusters Score -1.008269e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64921 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -10082986.000000 Penalty: 5556.747559
	Iteration 13Q: 3 clusters Score -1.008299e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65446 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -10083198.000000 Penalty: 5556.747559
	Iteration 14Q: 3 clusters Score -1.00832e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65852 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -10083427.000000 Penalty: 5556.747559
	Iteration 15Q: 3 clusters Score -1.008343e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66222 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -10083525.000000 Penalty: 5556.747559
	Iteration 16Q: 3 clusters Score -1.008352e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66509 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -10083643.000000 Penalty: 5556.747559
	Iteration 17Q: 3 clusters Score -1.008364e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66749 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -10083683.000000 Penalty: 5556.747559
	Iteration 18Q: 3 clusters Score -1.008368e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66973 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -10083749.000000 Penalty: 5556.747559
	Iteration 19Q: 3 clusters Score -1.008375e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67141 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -10083788.000000 Penalty: 5556.747559
	Iteration 20F: 3 clusters Score -1.008379e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67287 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -10083854.000000 Penalty: 5556.747559
	Iteration 21Q: 3 clusters Score -1.008385e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67419 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -10083892.000000 Penalty: 5556.747559
	Iteration 22Q: 3 clusters Score -1.008389e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67530 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -10083913.000000 Penalty: 5556.747559
	Iteration 23Q: 3 clusters Score -1.008391e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67640 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -10083926.000000 Penalty: 5556.747559
	Iteration 24Q: 3 clusters Score -1.008393e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67719 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -10083952.000000 Penalty: 5556.747559
	Iteration 25Q: 3 clusters Score -1.008395e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67782 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -10083964.000000 Penalty: 5556.747559
	Iteration 26Q: 3 clusters Score -1.008396e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67840 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -10083960.000000 Penalty: 5556.747559
	Iteration 27Q: 3 clusters Score -1.008396e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67897 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -10083959.000000 Penalty: 5556.747559
	Iteration 28Q: 3 clusters Score -1.008396e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67954 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -10083968.000000 Penalty: 5556.747559
	Iteration 29Q: 3 clusters Score -1.008397e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68008 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -10083982.000000 Penalty: 5556.747559
	Iteration 30Q: 3 clusters Score -1.008398e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -10083984.000000 Penalty: 5556.747559
	Iteration 31Q: 3 clusters Score -1.008398e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68107 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -10084002.000000 Penalty: 5556.747559
	Iteration 32Q: 3 clusters Score -1.0084e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68147 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -10084006.000000 Penalty: 5556.747559
	Iteration 33Q: 3 clusters Score -1.008401e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68182 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -10084016.000000 Penalty: 5556.747559
	Iteration 34Q: 3 clusters Score -1.008402e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68215 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -10084008.000000 Penalty: 5556.747559
	Iteration 35Q: 3 clusters Score -1.008401e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68247 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -10084011.000000 Penalty: 5556.747559
	Iteration 36Q: 3 clusters Score -1.008401e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68285 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -10084020.000000 Penalty: 5556.747559
	Iteration 37Q: 3 clusters Score -1.008402e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68322 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -10084035.000000 Penalty: 5556.747559
	Iteration 38Q: 3 clusters Score -1.008404e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68359 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -10084043.000000 Penalty: 5556.747559
	Iteration 39Q: 3 clusters Score -1.008404e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68388 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -10084027.000000 Penalty: 5556.747559
	Iteration 40F: 3 clusters Score -1.008403e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68414 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -10084036.000000 Penalty: 5556.747559
	Iteration 41Q: 3 clusters Score -1.008404e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68428 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -10084027.000000 Penalty: 5556.747559
	Iteration 42Q: 3 clusters Score -1.008403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68441 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -10084039.000000 Penalty: 5556.747559
	Iteration 43Q: 3 clusters Score -1.008404e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68457 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -10084038.000000 Penalty: 5556.747559
	Iteration 44Q: 3 clusters Score -1.008404e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68470 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -10084043.000000 Penalty: 5556.747559
	Iteration 45Q: 3 clusters Score -1.008404e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68486 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -10084058.000000 Penalty: 5556.747559
	Iteration 46Q: 3 clusters Score -1.008406e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -10084052.000000 Penalty: 5556.747559
	Iteration 47Q: 3 clusters Score -1.008405e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68515 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -10084054.000000 Penalty: 5556.747559
	Iteration 48Q: 3 clusters Score -1.008405e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68534 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -10084045.000000 Penalty: 5556.747559
	Iteration 49Q: 3 clusters Score -1.008404e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68558 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -10084054.000000 Penalty: 5556.747559
	Iteration 50Q: 3 clusters Score -1.008405e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68578 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -10084070.000000 Penalty: 5556.747559
	Iteration 51Q: 3 clusters Score -1.008407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68588 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -10084070.000000 Penalty: 5556.747559
	Iteration 52Q: 3 clusters Score -1.008407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -10084063.000000 Penalty: 5556.747559
	Iteration 53Q: 3 clusters Score -1.008406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68605 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -10084063.000000 Penalty: 5556.747559
	Iteration 54Q: 3 clusters Score -1.008406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68613 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -10084069.000000 Penalty: 5556.747559
	Iteration 55Q: 3 clusters Score -1.008407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68618 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -10084080.000000 Penalty: 5556.747559
	Iteration 56Q: 3 clusters Score -1.008408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68621 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -10084083.000000 Penalty: 5556.747559
	Iteration 57Q: 3 clusters Score -1.008408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68624 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -10084079.000000 Penalty: 5556.747559
	Iteration 58Q: 3 clusters Score -1.008408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68628 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -10084073.000000 Penalty: 5556.747559
	Iteration 59Q: 3 clusters Score -1.008407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68631 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -10084066.000000 Penalty: 5556.747559
	Iteration 60F: 3 clusters Score -1.008407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68636 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -10084065.000000 Penalty: 5556.747559
	Iteration 61Q: 3 clusters Score -1.008406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68640 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -10084073.000000 Penalty: 5556.747559
	Iteration 62Q: 3 clusters Score -1.008407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68647 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -10084064.000000 Penalty: 5556.747559
	Iteration 63Q: 3 clusters Score -1.008406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -10084068.000000 Penalty: 5556.747559
	Iteration 64Q: 3 clusters Score -1.008407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68658 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -10084057.000000 Penalty: 5556.747559
	Iteration 65Q: 3 clusters Score -1.008406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68663 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -10084058.000000 Penalty: 5556.747559
	Iteration 66Q: 3 clusters Score -1.008406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68671 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -10084062.000000 Penalty: 5556.747559
	Iteration 67Q: 3 clusters Score -1.008406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68679 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -10084072.000000 Penalty: 5556.747559
	Iteration 68Q: 3 clusters Score -1.008407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68687 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -10084067.000000 Penalty: 5556.747559
	Iteration 69Q: 3 clusters Score -1.008407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68693 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -10084068.000000 Penalty: 5556.747559
	Iteration 70Q: 3 clusters Score -1.008407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68704 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -10084069.000000 Penalty: 5556.747559
	Iteration 71Q: 3 clusters Score -1.008407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68711 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -10084070.000000 Penalty: 5556.747559
	Iteration 72Q: 3 clusters Score -1.008407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68718 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -10084070.000000 Penalty: 5556.747559
	Iteration 73Q: 3 clusters Score -1.008407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68722 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -10084073.000000 Penalty: 5556.747559
	Iteration 74Q: 3 clusters Score -1.008407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68725 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -10084073.000000 Penalty: 5556.747559
	Iteration 75Q: 3 clusters Score -1.008407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -10084067.000000 Penalty: 5556.747559
	Iteration 76Q: 3 clusters Score -1.008407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -10084064.000000 Penalty: 5556.747559
	Iteration 77Q: 3 clusters Score -1.008406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68734 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -10084064.000000 Penalty: 5556.747559
	Iteration 78Q: 3 clusters Score -1.008406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68736 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -10084071.000000 Penalty: 5556.747559
	Iteration 79Q: 3 clusters Score -1.008407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68737 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -10084070.000000 Penalty: 5556.747559
	Iteration 80F: 3 clusters Score -1.008407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68739 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -10084064.000000 Penalty: 5556.747559
	Iteration 81Q: 3 clusters Score -1.008406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68738 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -10084067.000000 Penalty: 5556.747559
	Iteration 82Q: 3 clusters Score -1.008407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68738 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -10084067.000000 Penalty: 5556.747559
	Iteration 83F: 3 clusters Score -1.008407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2265 members 
Mstep: Class 3 contains 210797 members 
Mstep: Class 4 contains 5985 members 
Mstep: Class 5 contains 170527 members 
Mstep: Class 6 contains 3696 members 
Mstep: Class 7 contains 47878 members 
Mstep: Class 8 contains 18571 members 
Mstep: Class 9 contains 56920 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 10817 members 
Mstep: Class 12 contains 62466 members 
Mstep: Class 13 contains 575 members 
Mstep: Class 14 contains 45680 members 
Mstep: Class 15 contains 12087 members 
Mstep: Class 16 contains 17385 members 
Mstep: Class 17 contains 4098 members 
Mstep: Class 18 contains 6342 members 
Mstep: Class 19 contains 68738 members 
Mstep: Class 20 contains 143723 members 
Mstep: Class 21 contains 1632 members 
Mstep: Class 22 contains 104368 members 
Mstep: Class 23 contains 5179 members 
Mstep: Class 24 contains 900 members 
Mstep: Class 25 contains 32069 members 
Mstep: Class 26 contains 4621 members 
Entering Unmasked Estep 
Score: -142840848.000000 Penalty: 89418.531250
Splitting cluster 19 changes total score from -142828448.000000 to -142840848.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 20 (143723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143723 members 
Entering Unmasked Estep 
Score: -19908218.000000 Penalty: 2945.159424
	Iteration 0F: 2 clusters Score -1.990822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71905 members 
Mstep: Class 2 contains 71818 members 
Entering Unmasked Estep 
Score: -19815576.000000 Penalty: 5890.318848
	Iteration 0F: 3 clusters Score -1.981558e+07 nChanged 68619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71646 members 
Mstep: Class 2 contains 72077 members 
Entering Unmasked Estep 
Score: -19854890.000000 Penalty: 5890.318848
	Iteration 1F: 3 clusters Score -1.985489e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71452 members 
Mstep: Class 2 contains 72271 members 
Entering Unmasked Estep 
Score: -19855768.000000 Penalty: 5890.318848
	Iteration 2Q: 3 clusters Score -1.985577e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71081 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -19856434.000000 Penalty: 5890.318848
	Iteration 3Q: 3 clusters Score -1.985643e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70503 members 
Mstep: Class 2 contains 73220 members 
Entering Unmasked Estep 
Score: -19857172.000000 Penalty: 5890.318848
	Iteration 4Q: 3 clusters Score -1.985717e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69612 members 
Mstep: Class 2 contains 74111 members 
Entering Unmasked Estep 
Score: -19857930.000000 Penalty: 5890.318848
	Iteration 5Q: 3 clusters Score -1.985793e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 75357 members 
Entering Unmasked Estep 
Score: -19858938.000000 Penalty: 5890.318848
	Iteration 6Q: 3 clusters Score -1.985894e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 77108 members 
Entering Unmasked Estep 
Score: -19859996.000000 Penalty: 5890.318848
	Iteration 7Q: 3 clusters Score -1.986e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64212 members 
Mstep: Class 2 contains 79511 members 
Entering Unmasked Estep 
Score: -19861306.000000 Penalty: 5890.318848
	Iteration 8Q: 3 clusters Score -1.986131e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60862 members 
Mstep: Class 2 contains 82861 members 
Entering Unmasked Estep 
Score: -19863146.000000 Penalty: 5890.318848
	Iteration 9Q: 3 clusters Score -1.986315e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 87504 members 
Entering Unmasked Estep 
Score: -19865726.000000 Penalty: 5890.318848
	Iteration 10Q: 3 clusters Score -1.986573e+07 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 93608 members 
Entering Unmasked Estep 
Score: -19869328.000000 Penalty: 5890.318848
	Iteration 11F: 3 clusters Score -1.986933e+07 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 101366 members 
Entering Unmasked Estep 
Score: -19874434.000000 Penalty: 5890.318848
	Iteration 12F: 3 clusters Score -1.987443e+07 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 110458 members 
Entering Unmasked Estep 
Score: -19880918.000000 Penalty: 5890.318848
	Iteration 13F: 3 clusters Score -1.988092e+07 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 120019 members 
Entering Unmasked Estep 
Score: -19888228.000000 Penalty: 5890.318848
	Iteration 14F: 3 clusters Score -1.988823e+07 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 128831 members 
Entering Unmasked Estep 
Score: -19894976.000000 Penalty: 5890.318848
	Iteration 15F: 3 clusters Score -1.989498e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 135527 members 
Entering Unmasked Estep 
Score: -19899880.000000 Penalty: 5890.318848
	Iteration 16Q: 3 clusters Score -1.989988e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 139695 members 
Entering Unmasked Estep 
Score: -19902814.000000 Penalty: 5890.318848
	Iteration 17Q: 3 clusters Score -1.990281e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 141744 members 
Entering Unmasked Estep 
Score: -19904368.000000 Penalty: 5890.318848
	Iteration 18Q: 3 clusters Score -1.990437e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 142597 members 
Entering Unmasked Estep 
Score: -19905068.000000 Penalty: 5890.318848
	Iteration 19Q: 3 clusters Score -1.990507e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 142939 members 
Entering Unmasked Estep 
Score: -19905356.000000 Penalty: 5890.318848
	Iteration 20F: 3 clusters Score -1.990536e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 143084 members 
Entering Unmasked Estep 
Score: -19905484.000000 Penalty: 5890.318848
	Iteration 21Q: 3 clusters Score -1.990548e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 143169 members 
Entering Unmasked Estep 
Score: -19905588.000000 Penalty: 5890.318848
	Iteration 22Q: 3 clusters Score -1.990559e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 143217 members 
Entering Unmasked Estep 
Score: -19905644.000000 Penalty: 5890.318848
	Iteration 23Q: 3 clusters Score -1.990564e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 143249 members 
Entering Unmasked Estep 
Score: -19905648.000000 Penalty: 5890.318848
	Iteration 24Q: 3 clusters Score -1.990565e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 143269 members 
Entering Unmasked Estep 
Score: -19905672.000000 Penalty: 5890.318848
	Iteration 25Q: 3 clusters Score -1.990567e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 143290 members 
Entering Unmasked Estep 
Score: -19905688.000000 Penalty: 5890.318848
	Iteration 26Q: 3 clusters Score -1.990569e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 143303 members 
Entering Unmasked Estep 
Score: -19905714.000000 Penalty: 5890.318848
	Iteration 27Q: 3 clusters Score -1.990571e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 143313 members 
Entering Unmasked Estep 
Score: -19905728.000000 Penalty: 5890.318848
	Iteration 28Q: 3 clusters Score -1.990573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 143320 members 
Entering Unmasked Estep 
Score: -19905728.000000 Penalty: 5890.318848
	Iteration 29Q: 3 clusters Score -1.990573e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 143324 members 
Entering Unmasked Estep 
Score: -19905734.000000 Penalty: 5890.318848
	Iteration 30Q: 3 clusters Score -1.990573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 143329 members 
Entering Unmasked Estep 
Score: -19905764.000000 Penalty: 5890.318848
	Iteration 31Q: 3 clusters Score -1.990576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 143337 members 
Entering Unmasked Estep 
Score: -19905754.000000 Penalty: 5890.318848
	Iteration 32Q: 3 clusters Score -1.990575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 143340 members 
Entering Unmasked Estep 
Score: -19905750.000000 Penalty: 5890.318848
	Iteration 33Q: 3 clusters Score -1.990575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 143339 members 
Entering Unmasked Estep 
Score: -19905758.000000 Penalty: 5890.318848
	Iteration 34Q: 3 clusters Score -1.990576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 143339 members 
Entering Unmasked Estep 
Score: -19905756.000000 Penalty: 5890.318848
	Iteration 35Q: 3 clusters Score -1.990576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 143338 members 
Entering Unmasked Estep 
Score: -19905766.000000 Penalty: 5890.318848
	Iteration 36Q: 3 clusters Score -1.990577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 143339 members 
Entering Unmasked Estep 
Score: -19905766.000000 Penalty: 5890.318848
	Iteration 37Q: 3 clusters Score -1.990577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 143339 members 
Entering Unmasked Estep 
Score: -19905766.000000 Penalty: 5890.318848
	Iteration 38F: 3 clusters Score -1.990577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Entering Unmasked Estep 
Score: -203424.531250 Penalty: 1834.595215
	Iteration 0F: 2 clusters Score -203424.5 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 843 members 
Entering Unmasked Estep 
Score: -201127.500000 Penalty: 3669.190430
	Iteration 0F: 3 clusters Score -201127.5 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -202105.234375 Penalty: 3669.190430
	Iteration 1F: 3 clusters Score -202105.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -202798.250000 Penalty: 3669.190430
	Iteration 2F: 3 clusters Score -202798.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -203573.203125 Penalty: 3669.190430
	Iteration 3F: 3 clusters Score -203573.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -204146.734375 Penalty: 3669.190430
	Iteration 4F: 3 clusters Score -204146.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -204417.140625 Penalty: 3669.190430
	Iteration 5Q: 3 clusters Score -204417.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -204597.781250 Penalty: 3669.190430
	Iteration 6Q: 3 clusters Score -204597.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -204640.984375 Penalty: 3669.190430
	Iteration 7Q: 3 clusters Score -204641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -204656.031250 Penalty: 3669.190430
	Iteration 8Q: 3 clusters Score -204656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -204670.468750 Penalty: 3669.190430
	Iteration 9Q: 3 clusters Score -204670.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -204676.031250 Penalty: 3669.190430
	Iteration 10Q: 3 clusters Score -204676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -204677.750000 Penalty: 3669.190430
	Iteration 11Q: 3 clusters Score -204677.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -204677.750000 Penalty: 3669.190430
	Iteration 12F: 3 clusters Score -204677.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2265 members 
Mstep: Class 3 contains 210797 members 
Mstep: Class 4 contains 5985 members 
Mstep: Class 5 contains 170527 members 
Mstep: Class 6 contains 3696 members 
Mstep: Class 7 contains 47878 members 
Mstep: Class 8 contains 18571 members 
Mstep: Class 9 contains 56920 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 10817 members 
Mstep: Class 12 contains 62466 members 
Mstep: Class 13 contains 575 members 
Mstep: Class 14 contains 45680 members 
Mstep: Class 15 contains 12087 members 
Mstep: Class 16 contains 17385 members 
Mstep: Class 17 contains 4098 members 
Mstep: Class 18 contains 6342 members 
Mstep: Class 19 contains 68738 members 
Mstep: Class 20 contains 143723 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 104368 members 
Mstep: Class 23 contains 5179 members 
Mstep: Class 24 contains 900 members 
Mstep: Class 25 contains 32069 members 
Mstep: Class 26 contains 4621 members 
Mstep: Class 27 contains 1094 members 
Entering Unmasked Estep 
Score: -142840368.000000 Penalty: 92857.703125
Splitting cluster 21 changes total score from -142828448.000000 to -142840368.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 22 (104368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104368 members 
Entering Unmasked Estep 
Score: -14539205.000000 Penalty: 2865.808350
	Iteration 0F: 2 clusters Score -1.45392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52212 members 
Mstep: Class 2 contains 52156 members 
Entering Unmasked Estep 
Score: -14469557.000000 Penalty: 5731.616699
	Iteration 0F: 3 clusters Score -1.446956e+07 nChanged 49346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -14498013.000000 Penalty: 5731.616699
	Iteration 1F: 3 clusters Score -1.449801e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -14499001.000000 Penalty: 5731.616699
	Iteration 2Q: 3 clusters Score -1.4499e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -14500259.000000 Penalty: 5731.616699
	Iteration 3Q: 3 clusters Score -1.450026e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 48674 members 
Entering Unmasked Estep 
Score: -14501837.000000 Penalty: 5731.616699
	Iteration 4Q: 3 clusters Score -1.450184e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57503 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -14503797.000000 Penalty: 5731.616699
	Iteration 5Q: 3 clusters Score -1.45038e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59751 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -14506030.000000 Penalty: 5731.616699
	Iteration 6Q: 3 clusters Score -1.450603e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62362 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -14507907.000000 Penalty: 5731.616699
	Iteration 7Q: 3 clusters Score -1.450791e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65484 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -14509975.000000 Penalty: 5731.616699
	Iteration 8Q: 3 clusters Score -1.450998e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69144 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -14511909.000000 Penalty: 5731.616699
	Iteration 9Q: 3 clusters Score -1.451191e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73539 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -14514240.000000 Penalty: 5731.616699
	Iteration 10Q: 3 clusters Score -1.451424e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78571 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -14517168.000000 Penalty: 5731.616699
	Iteration 11Q: 3 clusters Score -1.451717e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84178 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -14520853.000000 Penalty: 5731.616699
	Iteration 12F: 3 clusters Score -1.452085e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89932 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -14525191.000000 Penalty: 5731.616699
	Iteration 13F: 3 clusters Score -1.452519e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95195 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -14529516.000000 Penalty: 5731.616699
	Iteration 14F: 3 clusters Score -1.452952e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99267 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -14532866.000000 Penalty: 5731.616699
	Iteration 15Q: 3 clusters Score -1.453287e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101740 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -14534933.000000 Penalty: 5731.616699
	Iteration 16Q: 3 clusters Score -1.453493e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102965 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -14535948.000000 Penalty: 5731.616699
	Iteration 17Q: 3 clusters Score -1.453595e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103514 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -14536441.000000 Penalty: 5731.616699
	Iteration 18Q: 3 clusters Score -1.453644e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103720 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -14536653.000000 Penalty: 5731.616699
	Iteration 19Q: 3 clusters Score -1.453665e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103810 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -14536763.000000 Penalty: 5731.616699
	Iteration 20F: 3 clusters Score -1.453676e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103861 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -14536820.000000 Penalty: 5731.616699
	Iteration 21Q: 3 clusters Score -1.453682e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103892 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -14536866.000000 Penalty: 5731.616699
	Iteration 22Q: 3 clusters Score -1.453687e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103891 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -14536905.000000 Penalty: 5731.616699
	Iteration 23Q: 3 clusters Score -1.45369e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103893 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -14536932.000000 Penalty: 5731.616699
	Iteration 24Q: 3 clusters Score -1.453693e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103887 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -14536933.000000 Penalty: 5731.616699
	Iteration 25Q: 3 clusters Score -1.453693e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103891 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -14536969.000000 Penalty: 5731.616699
	Iteration 26Q: 3 clusters Score -1.453697e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103893 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -14536983.000000 Penalty: 5731.616699
	Iteration 27Q: 3 clusters Score -1.453698e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103895 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -14537011.000000 Penalty: 5731.616699
	Iteration 28Q: 3 clusters Score -1.453701e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103892 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -14537016.000000 Penalty: 5731.616699
	Iteration 29Q: 3 clusters Score -1.453702e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103895 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -14537029.000000 Penalty: 5731.616699
	Iteration 30Q: 3 clusters Score -1.453703e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103893 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -14537045.000000 Penalty: 5731.616699
	Iteration 31Q: 3 clusters Score -1.453704e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103886 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -14537054.000000 Penalty: 5731.616699
	Iteration 32Q: 3 clusters Score -1.453705e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103881 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -14537081.000000 Penalty: 5731.616699
	Iteration 33Q: 3 clusters Score -1.453708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103875 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -14537068.000000 Penalty: 5731.616699
	Iteration 34Q: 3 clusters Score -1.453707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103875 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -14537076.000000 Penalty: 5731.616699
	Iteration 35Q: 3 clusters Score -1.453708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103874 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -14537075.000000 Penalty: 5731.616699
	Iteration 36Q: 3 clusters Score -1.453708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103871 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -14537085.000000 Penalty: 5731.616699
	Iteration 37Q: 3 clusters Score -1.453708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103870 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -14537093.000000 Penalty: 5731.616699
	Iteration 38Q: 3 clusters Score -1.453709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103869 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -14537092.000000 Penalty: 5731.616699
	Iteration 39Q: 3 clusters Score -1.453709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103868 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -14537100.000000 Penalty: 5731.616699
	Iteration 40F: 3 clusters Score -1.45371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103863 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -14537110.000000 Penalty: 5731.616699
	Iteration 41Q: 3 clusters Score -1.453711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103856 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -14537132.000000 Penalty: 5731.616699
	Iteration 42Q: 3 clusters Score -1.453713e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103847 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -14537147.000000 Penalty: 5731.616699
	Iteration 43Q: 3 clusters Score -1.453715e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103837 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -14537163.000000 Penalty: 5731.616699
	Iteration 44Q: 3 clusters Score -1.453716e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103828 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -14537167.000000 Penalty: 5731.616699
	Iteration 45Q: 3 clusters Score -1.453717e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103820 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -14537172.000000 Penalty: 5731.616699
	Iteration 46Q: 3 clusters Score -1.453717e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103812 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -14537171.000000 Penalty: 5731.616699
	Iteration 47Q: 3 clusters Score -1.453717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103809 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -14537165.000000 Penalty: 5731.616699
	Iteration 48Q: 3 clusters Score -1.453716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103807 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -14537188.000000 Penalty: 5731.616699
	Iteration 49Q: 3 clusters Score -1.453719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103804 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -14537179.000000 Penalty: 5731.616699
	Iteration 50Q: 3 clusters Score -1.453718e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103797 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -14537191.000000 Penalty: 5731.616699
	Iteration 51Q: 3 clusters Score -1.453719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103790 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -14537190.000000 Penalty: 5731.616699
	Iteration 52Q: 3 clusters Score -1.453719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103788 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -14537196.000000 Penalty: 5731.616699
	Iteration 53Q: 3 clusters Score -1.45372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103787 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -14537192.000000 Penalty: 5731.616699
	Iteration 54Q: 3 clusters Score -1.453719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103785 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -14537188.000000 Penalty: 5731.616699
	Iteration 55Q: 3 clusters Score -1.453719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103786 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -14537185.000000 Penalty: 5731.616699
	Iteration 56Q: 3 clusters Score -1.453718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103785 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -14537178.000000 Penalty: 5731.616699
	Iteration 57Q: 3 clusters Score -1.453718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103784 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -14537185.000000 Penalty: 5731.616699
	Iteration 58Q: 3 clusters Score -1.453718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103784 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -14537193.000000 Penalty: 5731.616699
	Iteration 59Q: 3 clusters Score -1.453719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103783 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -14537189.000000 Penalty: 5731.616699
	Iteration 60F: 3 clusters Score -1.453719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103780 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -14537198.000000 Penalty: 5731.616699
	Iteration 61Q: 3 clusters Score -1.45372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103777 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -14537219.000000 Penalty: 5731.616699
	Iteration 62Q: 3 clusters Score -1.453722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103776 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -14537212.000000 Penalty: 5731.616699
	Iteration 63Q: 3 clusters Score -1.453721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103772 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -14537216.000000 Penalty: 5731.616699
	Iteration 64Q: 3 clusters Score -1.453722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103771 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -14537208.000000 Penalty: 5731.616699
	Iteration 65Q: 3 clusters Score -1.453721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103771 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -14537211.000000 Penalty: 5731.616699
	Iteration 66Q: 3 clusters Score -1.453721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103771 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -14537222.000000 Penalty: 5731.616699
	Iteration 67Q: 3 clusters Score -1.453722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103773 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -14537214.000000 Penalty: 5731.616699
	Iteration 68Q: 3 clusters Score -1.453721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103773 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -14537228.000000 Penalty: 5731.616699
	Iteration 69Q: 3 clusters Score -1.453723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103770 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -14537227.000000 Penalty: 5731.616699
	Iteration 70Q: 3 clusters Score -1.453723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103768 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -14537237.000000 Penalty: 5731.616699
	Iteration 71Q: 3 clusters Score -1.453724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103769 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -14537247.000000 Penalty: 5731.616699
	Iteration 72Q: 3 clusters Score -1.453725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103772 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -14537241.000000 Penalty: 5731.616699
	Iteration 73Q: 3 clusters Score -1.453724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103774 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -14537250.000000 Penalty: 5731.616699
	Iteration 74Q: 3 clusters Score -1.453725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103775 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -14537246.000000 Penalty: 5731.616699
	Iteration 75Q: 3 clusters Score -1.453725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103773 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -14537242.000000 Penalty: 5731.616699
	Iteration 76Q: 3 clusters Score -1.453724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103771 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -14537251.000000 Penalty: 5731.616699
	Iteration 77Q: 3 clusters Score -1.453725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103768 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -14537247.000000 Penalty: 5731.616699
	Iteration 78Q: 3 clusters Score -1.453725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103766 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -14537258.000000 Penalty: 5731.616699
	Iteration 79Q: 3 clusters Score -1.453726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103761 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -14537262.000000 Penalty: 5731.616699
	Iteration 80F: 3 clusters Score -1.453726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103761 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -14537266.000000 Penalty: 5731.616699
	Iteration 81Q: 3 clusters Score -1.453727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103761 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -14537266.000000 Penalty: 5731.616699
	Iteration 82F: 3 clusters Score -1.453727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 3 contains 210797 members 
Mstep: Class 5 contains 170527 members 
Mstep: Class 6 contains 3696 members 
Mstep: Class 7 contains 47878 members 
Mstep: Class 8 contains 18571 members 
Mstep: Class 9 contains 56920 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 10817 members 
Mstep: Class 12 contains 62466 members 
Mstep: Class 13 contains 575 members 
Mstep: Class 14 contains 45680 members 
Mstep: Class 15 contains 12087 members 
Mstep: Class 16 contains 17385 members 
Mstep: Class 18 contains 6342 members 
Mstep: Class 19 contains 68738 members 
Mstep: Class 20 contains 143723 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 104368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142849440.000000 Penalty: 92857.703125
Iteration 39Q: 28 clusters Score -1.428494e+08 nChanged 24639
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 208363 members 
Mstep: Class 4 contains 5929 members 
Mstep: Class 5 contains 169133 members 
Mstep: Class 6 contains 3622 members 
Mstep: Class 7 contains 49088 members 
Mstep: Class 8 contains 19417 members 
Mstep: Class 9 contains 59052 members 
Mstep: Class 10 contains 9872 members 
Mstep: Class 11 contains 12198 members 
Mstep: Class 12 contains 62358 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 14 contains 45838 members 
Mstep: Class 15 contains 12040 members 
Mstep: Class 16 contains 16565 members 
Mstep: Class 17 contains 3958 members 
Mstep: Class 18 contains 7166 members 
Mstep: Class 19 contains 68592 members 
Mstep: Class 20 contains 143488 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 104987 members 
Mstep: Class 23 contains 4554 members 
Mstep: Class 24 contains 901 members 
Mstep: Class 25 contains 30560 members 
Mstep: Class 26 contains 4700 members 
Mstep: Class 27 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142858304.000000 Penalty: 92857.703125
Iteration 40F: 28 clusters Score -1.428583e+08 nChanged 20368
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2286 members 
Mstep: Class 3 contains 206488 members 
Mstep: Class 4 contains 6106 members 
Mstep: Class 5 contains 166163 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 49842 members 
Mstep: Class 8 contains 19813 members 
Mstep: Class 9 contains 61254 members 
Mstep: Class 10 contains 9720 members 
Mstep: Class 11 contains 13247 members 
Mstep: Class 12 contains 62158 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 14 contains 45354 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 15818 members 
Mstep: Class 17 contains 4247 members 
Mstep: Class 18 contains 7613 members 
Mstep: Class 19 contains 68053 members 
Mstep: Class 20 contains 143077 members 
Mstep: Class 21 contains 519 members 
Mstep: Class 22 contains 105724 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 986 members 
Mstep: Class 25 contains 31574 members 
Mstep: Class 26 contains 4837 members 
Mstep: Class 27 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142863824.000000 Penalty: 92857.703125
Iteration 41Q: 28 clusters Score -1.428638e+08 nChanged 16296
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 2332 members 
Mstep: Class 3 contains 205101 members 
Mstep: Class 4 contains 6271 members 
Mstep: Class 5 contains 163352 members 
Mstep: Class 6 contains 3566 members 
Mstep: Class 7 contains 50411 members 
Mstep: Class 8 contains 20108 members 
Mstep: Class 9 contains 63501 members 
Mstep: Class 10 contains 9669 members 
Mstep: Class 11 contains 14178 members 
Mstep: Class 12 contains 61977 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 14 contains 45009 members 
Mstep: Class 15 contains 11999 members 
Mstep: Class 16 contains 15068 members 
Mstep: Class 17 contains 4428 members 
Mstep: Class 18 contains 7943 members 
Mstep: Class 19 contains 67559 members 
Mstep: Class 20 contains 142588 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 106552 members 
Mstep: Class 23 contains 4804 members 
Mstep: Class 24 contains 1022 members 
Mstep: Class 25 contains 32385 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 1249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142868480.000000 Penalty: 92857.703125
Iteration 42Q: 28 clusters Score -1.428685e+08 nChanged 14309
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2372 members 
Mstep: Class 3 contains 204036 members 
Mstep: Class 4 contains 6390 members 
Mstep: Class 5 contains 160657 members 
Mstep: Class 6 contains 3523 members 
Mstep: Class 7 contains 50832 members 
Mstep: Class 8 contains 20374 members 
Mstep: Class 9 contains 65871 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 14998 members 
Mstep: Class 12 contains 61685 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 14 contains 44755 members 
Mstep: Class 15 contains 12030 members 
Mstep: Class 16 contains 14375 members 
Mstep: Class 17 contains 4563 members 
Mstep: Class 18 contains 8176 members 
Mstep: Class 19 contains 67043 members 
Mstep: Class 20 contains 142066 members 
Mstep: Class 21 contains 509 members 
Mstep: Class 22 contains 107423 members 
Mstep: Class 23 contains 4896 members 
Mstep: Class 24 contains 1041 members 
Mstep: Class 25 contains 33026 members 
Mstep: Class 26 contains 5024 members 
Mstep: Class 27 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142871344.000000 Penalty: 92857.703125
Iteration 43Q: 28 clusters Score -1.428713e+08 nChanged 13040
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 203009 members 
Mstep: Class 4 contains 6522 members 
Mstep: Class 5 contains 158238 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 7 contains 51150 members 
Mstep: Class 8 contains 20554 members 
Mstep: Class 9 contains 68272 members 
Mstep: Class 10 contains 9624 members 
Mstep: Class 11 contains 15746 members 
Mstep: Class 12 contains 61422 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 44545 members 
Mstep: Class 15 contains 12069 members 
Mstep: Class 16 contains 13754 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 8342 members 
Mstep: Class 19 contains 66555 members 
Mstep: Class 20 contains 141535 members 
Mstep: Class 21 contains 509 members 
Mstep: Class 22 contains 108262 members 
Mstep: Class 23 contains 4956 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 33526 members 
Mstep: Class 26 contains 5105 members 
Mstep: Class 27 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142873040.000000 Penalty: 92857.703125
Iteration 44Q: 28 clusters Score -1.42873e+08 nChanged 11977
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2435 members 
Mstep: Class 3 contains 201947 members 
Mstep: Class 4 contains 6621 members 
Mstep: Class 5 contains 155920 members 
Mstep: Class 6 contains 3506 members 
Mstep: Class 7 contains 51403 members 
Mstep: Class 8 contains 20707 members 
Mstep: Class 9 contains 70642 members 
Mstep: Class 10 contains 9597 members 
Mstep: Class 11 contains 16389 members 
Mstep: Class 12 contains 61168 members 
Mstep: Class 13 contains 585 members 
Mstep: Class 14 contains 44350 members 
Mstep: Class 15 contains 12080 members 
Mstep: Class 16 contains 13228 members 
Mstep: Class 17 contains 4788 members 
Mstep: Class 18 contains 8462 members 
Mstep: Class 19 contains 66068 members 
Mstep: Class 20 contains 141198 members 
Mstep: Class 21 contains 508 members 
Mstep: Class 22 contains 109139 members 
Mstep: Class 23 contains 5020 members 
Mstep: Class 24 contains 1055 members 
Mstep: Class 25 contains 33956 members 
Mstep: Class 26 contains 5175 members 
Mstep: Class 27 contains 1280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142875456.000000 Penalty: 92857.703125
Iteration 45Q: 28 clusters Score -1.428755e+08 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2461 members 
Mstep: Class 3 contains 200981 members 
Mstep: Class 4 contains 6699 members 
Mstep: Class 5 contains 153776 members 
Mstep: Class 6 contains 3532 members 
Mstep: Class 7 contains 51565 members 
Mstep: Class 8 contains 20789 members 
Mstep: Class 9 contains 73093 members 
Mstep: Class 10 contains 9589 members 
Mstep: Class 11 contains 16903 members 
Mstep: Class 12 contains 60942 members 
Mstep: Class 13 contains 586 members 
Mstep: Class 14 contains 44195 members 
Mstep: Class 15 contains 12145 members 
Mstep: Class 16 contains 12751 members 
Mstep: Class 17 contains 4881 members 
Mstep: Class 18 contains 8533 members 
Mstep: Class 19 contains 65595 members 
Mstep: Class 20 contains 140783 members 
Mstep: Class 21 contains 509 members 
Mstep: Class 22 contains 109977 members 
Mstep: Class 23 contains 5070 members 
Mstep: Class 24 contains 1061 members 
Mstep: Class 25 contains 34308 members 
Mstep: Class 26 contains 5242 members 
Mstep: Class 27 contains 1279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142878496.000000 Penalty: 92857.703125
Iteration 46Q: 28 clusters Score -1.428785e+08 nChanged 10351
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 3 contains 200011 members 
Mstep: Class 4 contains 6772 members 
Mstep: Class 5 contains 151874 members 
Mstep: Class 6 contains 3581 members 
Mstep: Class 7 contains 51733 members 
Mstep: Class 8 contains 20845 members 
Mstep: Class 9 contains 75537 members 
Mstep: Class 10 contains 9594 members 
Mstep: Class 11 contains 17378 members 
Mstep: Class 12 contains 60714 members 
Mstep: Class 13 contains 586 members 
Mstep: Class 14 contains 44053 members 
Mstep: Class 15 contains 12222 members 
Mstep: Class 16 contains 12325 members 
Mstep: Class 17 contains 4937 members 
Mstep: Class 18 contains 8600 members 
Mstep: Class 19 contains 65139 members 
Mstep: Class 20 contains 140278 members 
Mstep: Class 21 contains 512 members 
Mstep: Class 22 contains 110766 members 
Mstep: Class 23 contains 5120 members 
Mstep: Class 24 contains 1063 members 
Mstep: Class 25 contains 34564 members 
Mstep: Class 26 contains 5295 members 
Mstep: Class 27 contains 1278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142880992.000000 Penalty: 92857.703125
Iteration 47Q: 28 clusters Score -1.42881e+08 nChanged 9855
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 199072 members 
Mstep: Class 4 contains 6841 members 
Mstep: Class 5 contains 150214 members 
Mstep: Class 6 contains 3633 members 
Mstep: Class 7 contains 51861 members 
Mstep: Class 8 contains 20885 members 
Mstep: Class 9 contains 77971 members 
Mstep: Class 10 contains 9602 members 
Mstep: Class 11 contains 17781 members 
Mstep: Class 12 contains 60483 members 
Mstep: Class 13 contains 586 members 
Mstep: Class 14 contains 43933 members 
Mstep: Class 15 contains 12322 members 
Mstep: Class 16 contains 11969 members 
Mstep: Class 17 contains 4957 members 
Mstep: Class 18 contains 8683 members 
Mstep: Class 19 contains 64597 members 
Mstep: Class 20 contains 139733 members 
Mstep: Class 21 contains 514 members 
Mstep: Class 22 contains 111502 members 
Mstep: Class 23 contains 5171 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 34758 members 
Mstep: Class 26 contains 5356 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142882144.000000 Penalty: 92857.703125
Iteration 48Q: 28 clusters Score -1.428821e+08 nChanged 9705
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2513 members 
Mstep: Class 3 contains 198120 members 
Mstep: Class 4 contains 6899 members 
Mstep: Class 5 contains 148581 members 
Mstep: Class 6 contains 3666 members 
Mstep: Class 7 contains 51963 members 
Mstep: Class 8 contains 20896 members 
Mstep: Class 9 contains 80473 members 
Mstep: Class 10 contains 9610 members 
Mstep: Class 11 contains 18152 members 
Mstep: Class 12 contains 60252 members 
Mstep: Class 13 contains 586 members 
Mstep: Class 14 contains 43846 members 
Mstep: Class 15 contains 12410 members 
Mstep: Class 16 contains 11705 members 
Mstep: Class 17 contains 4984 members 
Mstep: Class 18 contains 8728 members 
Mstep: Class 19 contains 64031 members 
Mstep: Class 20 contains 139285 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 112182 members 
Mstep: Class 23 contains 5212 members 
Mstep: Class 24 contains 1067 members 
Mstep: Class 25 contains 34902 members 
Mstep: Class 26 contains 5419 members 
Mstep: Class 27 contains 1287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142884256.000000 Penalty: 92857.703125
Iteration 49Q: 28 clusters Score -1.428843e+08 nChanged 9223
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2531 members 
Mstep: Class 3 contains 197184 members 
Mstep: Class 4 contains 6942 members 
Mstep: Class 5 contains 147154 members 
Mstep: Class 6 contains 3702 members 
Mstep: Class 7 contains 52037 members 
Mstep: Class 8 contains 20910 members 
Mstep: Class 9 contains 82921 members 
Mstep: Class 10 contains 9602 members 
Mstep: Class 11 contains 18458 members 
Mstep: Class 12 contains 60019 members 
Mstep: Class 13 contains 588 members 
Mstep: Class 14 contains 43752 members 
Mstep: Class 15 contains 12569 members 
Mstep: Class 16 contains 11462 members 
Mstep: Class 17 contains 5014 members 
Mstep: Class 18 contains 8762 members 
Mstep: Class 19 contains 63476 members 
Mstep: Class 20 contains 138861 members 
Mstep: Class 21 contains 516 members 
Mstep: Class 22 contains 112736 members 
Mstep: Class 23 contains 5256 members 
Mstep: Class 24 contains 1067 members 
Mstep: Class 25 contains 35017 members 
Mstep: Class 26 contains 5476 members 
Mstep: Class 27 contains 1286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142886448.000000 Penalty: 92857.703125
Iteration 50Q: 28 clusters Score -1.428864e+08 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2545 members 
Mstep: Class 3 contains 196078 members 
Mstep: Class 4 contains 6977 members 
Mstep: Class 5 contains 145975 members 
Mstep: Class 6 contains 3745 members 
Mstep: Class 7 contains 52092 members 
Mstep: Class 8 contains 20919 members 
Mstep: Class 9 contains 85350 members 
Mstep: Class 10 contains 9600 members 
Mstep: Class 11 contains 18752 members 
Mstep: Class 12 contains 59842 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 43670 members 
Mstep: Class 15 contains 12721 members 
Mstep: Class 16 contains 11255 members 
Mstep: Class 17 contains 5042 members 
Mstep: Class 18 contains 8784 members 
Mstep: Class 19 contains 62915 members 
Mstep: Class 20 contains 138537 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 113192 members 
Mstep: Class 23 contains 5278 members 
Mstep: Class 24 contains 1067 members 
Mstep: Class 25 contains 35064 members 
Mstep: Class 26 contains 5524 members 
Mstep: Class 27 contains 1285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142888320.000000 Penalty: 92857.703125
Iteration 51Q: 28 clusters Score -1.428883e+08 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 194883 members 
Mstep: Class 4 contains 7015 members 
Mstep: Class 5 contains 144818 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 52147 members 
Mstep: Class 8 contains 20904 members 
Mstep: Class 9 contains 87939 members 
Mstep: Class 10 contains 9600 members 
Mstep: Class 11 contains 19050 members 
Mstep: Class 12 contains 59605 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 43584 members 
Mstep: Class 15 contains 12846 members 
Mstep: Class 16 contains 11060 members 
Mstep: Class 17 contains 5066 members 
Mstep: Class 18 contains 8798 members 
Mstep: Class 19 contains 62362 members 
Mstep: Class 20 contains 138320 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 113541 members 
Mstep: Class 23 contains 5310 members 
Mstep: Class 24 contains 1067 members 
Mstep: Class 25 contains 35077 members 
Mstep: Class 26 contains 5555 members 
Mstep: Class 27 contains 1285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142889856.000000 Penalty: 92857.703125
Iteration 52Q: 28 clusters Score -1.428899e+08 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2569 members 
Mstep: Class 3 contains 193696 members 
Mstep: Class 4 contains 7044 members 
Mstep: Class 5 contains 143676 members 
Mstep: Class 6 contains 3917 members 
Mstep: Class 7 contains 52177 members 
Mstep: Class 8 contains 20911 members 
Mstep: Class 9 contains 90565 members 
Mstep: Class 10 contains 9594 members 
Mstep: Class 11 contains 19280 members 
Mstep: Class 12 contains 59347 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 43510 members 
Mstep: Class 15 contains 12939 members 
Mstep: Class 16 contains 10912 members 
Mstep: Class 17 contains 5080 members 
Mstep: Class 18 contains 8795 members 
Mstep: Class 19 contains 61814 members 
Mstep: Class 20 contains 138105 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 113950 members 
Mstep: Class 23 contains 5337 members 
Mstep: Class 24 contains 1067 members 
Mstep: Class 25 contains 35090 members 
Mstep: Class 26 contains 5577 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142891040.000000 Penalty: 92857.703125
Iteration 53Q: 28 clusters Score -1.42891e+08 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2575 members 
Mstep: Class 3 contains 192516 members 
Mstep: Class 4 contains 7062 members 
Mstep: Class 5 contains 142684 members 
Mstep: Class 6 contains 4016 members 
Mstep: Class 7 contains 52199 members 
Mstep: Class 8 contains 20860 members 
Mstep: Class 9 contains 93240 members 
Mstep: Class 10 contains 9586 members 
Mstep: Class 11 contains 19493 members 
Mstep: Class 12 contains 59076 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 43441 members 
Mstep: Class 15 contains 12996 members 
Mstep: Class 16 contains 10743 members 
Mstep: Class 17 contains 5074 members 
Mstep: Class 18 contains 8785 members 
Mstep: Class 19 contains 61244 members 
Mstep: Class 20 contains 137974 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 114305 members 
Mstep: Class 23 contains 5353 members 
Mstep: Class 24 contains 1069 members 
Mstep: Class 25 contains 35081 members 
Mstep: Class 26 contains 5587 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142892704.000000 Penalty: 92857.703125
Iteration 54Q: 28 clusters Score -1.428927e+08 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2578 members 
Mstep: Class 3 contains 191404 members 
Mstep: Class 4 contains 7083 members 
Mstep: Class 5 contains 141754 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 52177 members 
Mstep: Class 8 contains 20801 members 
Mstep: Class 9 contains 95902 members 
Mstep: Class 10 contains 9590 members 
Mstep: Class 11 contains 19674 members 
Mstep: Class 12 contains 58816 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 43377 members 
Mstep: Class 15 contains 13078 members 
Mstep: Class 16 contains 10602 members 
Mstep: Class 17 contains 5071 members 
Mstep: Class 18 contains 8792 members 
Mstep: Class 19 contains 60676 members 
Mstep: Class 20 contains 137827 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 114558 members 
Mstep: Class 23 contains 5370 members 
Mstep: Class 24 contains 1069 members 
Mstep: Class 25 contains 35055 members 
Mstep: Class 26 contains 5603 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142894448.000000 Penalty: 92857.703125
Iteration 55Q: 28 clusters Score -1.428944e+08 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2585 members 
Mstep: Class 3 contains 190272 members 
Mstep: Class 4 contains 7093 members 
Mstep: Class 5 contains 140932 members 
Mstep: Class 6 contains 4205 members 
Mstep: Class 7 contains 52137 members 
Mstep: Class 8 contains 20747 members 
Mstep: Class 9 contains 98530 members 
Mstep: Class 10 contains 9561 members 
Mstep: Class 11 contains 19840 members 
Mstep: Class 12 contains 58535 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 43325 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 10476 members 
Mstep: Class 17 contains 5072 members 
Mstep: Class 18 contains 8791 members 
Mstep: Class 19 contains 60113 members 
Mstep: Class 20 contains 137653 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 114823 members 
Mstep: Class 23 contains 5390 members 
Mstep: Class 24 contains 1070 members 
Mstep: Class 25 contains 35028 members 
Mstep: Class 26 contains 5614 members 
Mstep: Class 27 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142895168.000000 Penalty: 92857.703125
Iteration 56Q: 28 clusters Score -1.428952e+08 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2589 members 
Mstep: Class 3 contains 189124 members 
Mstep: Class 4 contains 7090 members 
Mstep: Class 5 contains 140035 members 
Mstep: Class 6 contains 4303 members 
Mstep: Class 7 contains 52116 members 
Mstep: Class 8 contains 20704 members 
Mstep: Class 9 contains 101252 members 
Mstep: Class 10 contains 9532 members 
Mstep: Class 11 contains 20015 members 
Mstep: Class 12 contains 58256 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 43269 members 
Mstep: Class 15 contains 13197 members 
Mstep: Class 16 contains 10358 members 
Mstep: Class 17 contains 5072 members 
Mstep: Class 18 contains 8800 members 
Mstep: Class 19 contains 59522 members 
Mstep: Class 20 contains 137583 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 115061 members 
Mstep: Class 23 contains 5401 members 
Mstep: Class 24 contains 1070 members 
Mstep: Class 25 contains 34989 members 
Mstep: Class 26 contains 5641 members 
Mstep: Class 27 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142895600.000000 Penalty: 92857.703125
Iteration 57Q: 28 clusters Score -1.428956e+08 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 187985 members 
Mstep: Class 4 contains 7100 members 
Mstep: Class 5 contains 139167 members 
Mstep: Class 6 contains 4437 members 
Mstep: Class 7 contains 52076 members 
Mstep: Class 8 contains 20684 members 
Mstep: Class 9 contains 103999 members 
Mstep: Class 10 contains 9513 members 
Mstep: Class 11 contains 20162 members 
Mstep: Class 12 contains 57970 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 43209 members 
Mstep: Class 15 contains 13190 members 
Mstep: Class 16 contains 10251 members 
Mstep: Class 17 contains 5045 members 
Mstep: Class 18 contains 8804 members 
Mstep: Class 19 contains 58891 members 
Mstep: Class 20 contains 137567 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 115242 members 
Mstep: Class 23 contains 5414 members 
Mstep: Class 24 contains 1071 members 
Mstep: Class 25 contains 34949 members 
Mstep: Class 26 contains 5663 members 
Mstep: Class 27 contains 1282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142896960.000000 Penalty: 92857.703125
Iteration 58Q: 28 clusters Score -1.42897e+08 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 186971 members 
Mstep: Class 4 contains 7105 members 
Mstep: Class 5 contains 138337 members 
Mstep: Class 6 contains 4531 members 
Mstep: Class 7 contains 52021 members 
Mstep: Class 8 contains 20652 members 
Mstep: Class 9 contains 106655 members 
Mstep: Class 10 contains 9488 members 
Mstep: Class 11 contains 20309 members 
Mstep: Class 12 contains 57683 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 43146 members 
Mstep: Class 15 contains 13178 members 
Mstep: Class 16 contains 10137 members 
Mstep: Class 17 contains 5022 members 
Mstep: Class 18 contains 8832 members 
Mstep: Class 19 contains 58234 members 
Mstep: Class 20 contains 137520 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 115481 members 
Mstep: Class 23 contains 5427 members 
Mstep: Class 24 contains 1071 members 
Mstep: Class 25 contains 34903 members 
Mstep: Class 26 contains 5684 members 
Mstep: Class 27 contains 1282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142898240.000000 Penalty: 92857.703125
Iteration 59Q: 28 clusters Score -1.428982e+08 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2609 members 
Mstep: Class 3 contains 186022 members 
Mstep: Class 4 contains 7113 members 
Mstep: Class 5 contains 137602 members 
Mstep: Class 6 contains 4626 members 
Mstep: Class 7 contains 51976 members 
Mstep: Class 8 contains 20606 members 
Mstep: Class 9 contains 109169 members 
Mstep: Class 10 contains 9453 members 
Mstep: Class 11 contains 20442 members 
Mstep: Class 12 contains 57429 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 43091 members 
Mstep: Class 15 contains 13127 members 
Mstep: Class 16 contains 10054 members 
Mstep: Class 17 contains 5007 members 
Mstep: Class 18 contains 8856 members 
Mstep: Class 19 contains 57603 members 
Mstep: Class 20 contains 137455 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 115701 members 
Mstep: Class 23 contains 5429 members 
Mstep: Class 24 contains 1070 members 
Mstep: Class 25 contains 34850 members 
Mstep: Class 26 contains 5706 members 
Mstep: Class 27 contains 1281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142899040.000000 Penalty: 92857.703125
Iteration 60F: 28 clusters Score -1.42899e+08 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2613 members 
Mstep: Class 3 contains 184978 members 
Mstep: Class 4 contains 7139 members 
Mstep: Class 5 contains 136783 members 
Mstep: Class 6 contains 4769 members 
Mstep: Class 7 contains 51941 members 
Mstep: Class 8 contains 20578 members 
Mstep: Class 9 contains 111689 members 
Mstep: Class 10 contains 9425 members 
Mstep: Class 11 contains 20569 members 
Mstep: Class 12 contains 57178 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 43030 members 
Mstep: Class 15 contains 13130 members 
Mstep: Class 16 contains 9956 members 
Mstep: Class 17 contains 5002 members 
Mstep: Class 18 contains 8867 members 
Mstep: Class 19 contains 56961 members 
Mstep: Class 20 contains 137462 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 115870 members 
Mstep: Class 23 contains 5439 members 
Mstep: Class 24 contains 1068 members 
Mstep: Class 25 contains 34809 members 
Mstep: Class 26 contains 5745 members 
Mstep: Class 27 contains 1278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142900512.000000 Penalty: 92857.703125
Iteration 61Q: 28 clusters Score -1.429005e+08 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2617 members 
Mstep: Class 3 contains 183965 members 
Mstep: Class 4 contains 7158 members 
Mstep: Class 5 contains 136010 members 
Mstep: Class 6 contains 4899 members 
Mstep: Class 7 contains 51908 members 
Mstep: Class 8 contains 20555 members 
Mstep: Class 9 contains 114186 members 
Mstep: Class 10 contains 9391 members 
Mstep: Class 11 contains 20630 members 
Mstep: Class 12 contains 56915 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 42961 members 
Mstep: Class 15 contains 13159 members 
Mstep: Class 16 contains 9876 members 
Mstep: Class 17 contains 4997 members 
Mstep: Class 18 contains 8874 members 
Mstep: Class 19 contains 56383 members 
Mstep: Class 20 contains 137465 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 115983 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 1067 members 
Mstep: Class 25 contains 34786 members 
Mstep: Class 26 contains 5785 members 
Mstep: Class 27 contains 1278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142901952.000000 Penalty: 92857.703125
Iteration 62Q: 28 clusters Score -1.42902e+08 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 182946 members 
Mstep: Class 4 contains 7174 members 
Mstep: Class 5 contains 135219 members 
Mstep: Class 6 contains 5036 members 
Mstep: Class 7 contains 51878 members 
Mstep: Class 8 contains 20553 members 
Mstep: Class 9 contains 116864 members 
Mstep: Class 10 contains 9355 members 
Mstep: Class 11 contains 20716 members 
Mstep: Class 12 contains 56602 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 42904 members 
Mstep: Class 15 contains 13145 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 4991 members 
Mstep: Class 18 contains 8876 members 
Mstep: Class 19 contains 55815 members 
Mstep: Class 20 contains 137312 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 116107 members 
Mstep: Class 23 contains 5449 members 
Mstep: Class 24 contains 1064 members 
Mstep: Class 25 contains 34765 members 
Mstep: Class 26 contains 5807 members 
Mstep: Class 27 contains 1278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142902848.000000 Penalty: 92857.703125
Iteration 63Q: 28 clusters Score -1.429028e+08 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2625 members 
Mstep: Class 3 contains 181964 members 
Mstep: Class 4 contains 7191 members 
Mstep: Class 5 contains 134383 members 
Mstep: Class 6 contains 5152 members 
Mstep: Class 7 contains 51821 members 
Mstep: Class 8 contains 20534 members 
Mstep: Class 9 contains 119624 members 
Mstep: Class 10 contains 9311 members 
Mstep: Class 11 contains 20809 members 
Mstep: Class 12 contains 56319 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 42846 members 
Mstep: Class 15 contains 13107 members 
Mstep: Class 16 contains 9776 members 
Mstep: Class 17 contains 4983 members 
Mstep: Class 18 contains 8887 members 
Mstep: Class 19 contains 55255 members 
Mstep: Class 20 contains 137154 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 116220 members 
Mstep: Class 23 contains 5445 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 34718 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 1278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142903344.000000 Penalty: 92857.703125
Iteration 64Q: 28 clusters Score -1.429033e+08 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 180924 members 
Mstep: Class 4 contains 7205 members 
Mstep: Class 5 contains 133538 members 
Mstep: Class 6 contains 5286 members 
Mstep: Class 7 contains 51763 members 
Mstep: Class 8 contains 20507 members 
Mstep: Class 9 contains 122450 members 
Mstep: Class 10 contains 9270 members 
Mstep: Class 11 contains 20904 members 
Mstep: Class 12 contains 56038 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 42799 members 
Mstep: Class 15 contains 13082 members 
Mstep: Class 16 contains 9723 members 
Mstep: Class 17 contains 4986 members 
Mstep: Class 18 contains 8882 members 
Mstep: Class 19 contains 54671 members 
Mstep: Class 20 contains 136983 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 116306 members 
Mstep: Class 23 contains 5448 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 34691 members 
Mstep: Class 26 contains 5882 members 
Mstep: Class 27 contains 1278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142904032.000000 Penalty: 92857.703125
Iteration 65Q: 28 clusters Score -1.42904e+08 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 2633 members 
Mstep: Class 3 contains 179844 members 
Mstep: Class 4 contains 7210 members 
Mstep: Class 5 contains 132780 members 
Mstep: Class 6 contains 5414 members 
Mstep: Class 7 contains 51716 members 
Mstep: Class 8 contains 20480 members 
Mstep: Class 9 contains 125335 members 
Mstep: Class 10 contains 9219 members 
Mstep: Class 11 contains 20999 members 
Mstep: Class 12 contains 55758 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 42740 members 
Mstep: Class 15 contains 13078 members 
Mstep: Class 16 contains 9681 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8868 members 
Mstep: Class 19 contains 54092 members 
Mstep: Class 20 contains 136734 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 116375 members 
Mstep: Class 23 contains 5452 members 
Mstep: Class 24 contains 1066 members 
Mstep: Class 25 contains 34661 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142904704.000000 Penalty: 92857.703125
Iteration 66Q: 28 clusters Score -1.429047e+08 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2640 members 
Mstep: Class 3 contains 178770 members 
Mstep: Class 4 contains 7215 members 
Mstep: Class 5 contains 131979 members 
Mstep: Class 6 contains 5514 members 
Mstep: Class 7 contains 51663 members 
Mstep: Class 8 contains 20474 members 
Mstep: Class 9 contains 128247 members 
Mstep: Class 10 contains 9174 members 
Mstep: Class 11 contains 21054 members 
Mstep: Class 12 contains 55460 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 42680 members 
Mstep: Class 15 contains 13086 members 
Mstep: Class 16 contains 9613 members 
Mstep: Class 17 contains 4987 members 
Mstep: Class 18 contains 8857 members 
Mstep: Class 19 contains 53519 members 
Mstep: Class 20 contains 136559 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 116432 members 
Mstep: Class 23 contains 5453 members 
Mstep: Class 24 contains 1066 members 
Mstep: Class 25 contains 34635 members 
Mstep: Class 26 contains 5957 members 
Mstep: Class 27 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142905648.000000 Penalty: 92857.703125
Iteration 67Q: 28 clusters Score -1.429056e+08 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2646 members 
Mstep: Class 3 contains 177796 members 
Mstep: Class 4 contains 7221 members 
Mstep: Class 5 contains 131189 members 
Mstep: Class 6 contains 5577 members 
Mstep: Class 7 contains 51588 members 
Mstep: Class 8 contains 20469 members 
Mstep: Class 9 contains 131019 members 
Mstep: Class 10 contains 9135 members 
Mstep: Class 11 contains 21117 members 
Mstep: Class 12 contains 55223 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 42620 members 
Mstep: Class 15 contains 13122 members 
Mstep: Class 16 contains 9559 members 
Mstep: Class 17 contains 4988 members 
Mstep: Class 18 contains 8856 members 
Mstep: Class 19 contains 52940 members 
Mstep: Class 20 contains 136390 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 116486 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 1066 members 
Mstep: Class 25 contains 34589 members 
Mstep: Class 26 contains 5990 members 
Mstep: Class 27 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142905712.000000 Penalty: 92857.703125
Iteration 68Q: 28 clusters Score -1.429057e+08 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2650 members 
Mstep: Class 3 contains 176879 members 
Mstep: Class 4 contains 7220 members 
Mstep: Class 5 contains 130420 members 
Mstep: Class 6 contains 5673 members 
Mstep: Class 7 contains 51527 members 
Mstep: Class 8 contains 20444 members 
Mstep: Class 9 contains 133583 members 
Mstep: Class 10 contains 9108 members 
Mstep: Class 11 contains 21182 members 
Mstep: Class 12 contains 55000 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 42571 members 
Mstep: Class 15 contains 13174 members 
Mstep: Class 16 contains 9524 members 
Mstep: Class 17 contains 4996 members 
Mstep: Class 18 contains 8853 members 
Mstep: Class 19 contains 52346 members 
Mstep: Class 20 contains 136275 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 116523 members 
Mstep: Class 23 contains 5464 members 
Mstep: Class 24 contains 1067 members 
Mstep: Class 25 contains 34543 members 
Mstep: Class 26 contains 6019 members 
Mstep: Class 27 contains 1276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142906528.000000 Penalty: 92857.703125
Iteration 69Q: 28 clusters Score -1.429065e+08 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2652 members 
Mstep: Class 3 contains 176026 members 
Mstep: Class 4 contains 7218 members 
Mstep: Class 5 contains 129785 members 
Mstep: Class 6 contains 5762 members 
Mstep: Class 7 contains 51466 members 
Mstep: Class 8 contains 20402 members 
Mstep: Class 9 contains 135875 members 
Mstep: Class 10 contains 9084 members 
Mstep: Class 11 contains 21255 members 
Mstep: Class 12 contains 54793 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 42525 members 
Mstep: Class 15 contains 13184 members 
Mstep: Class 16 contains 9492 members 
Mstep: Class 17 contains 5001 members 
Mstep: Class 18 contains 8850 members 
Mstep: Class 19 contains 51756 members 
Mstep: Class 20 contains 136246 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 116590 members 
Mstep: Class 23 contains 5478 members 
Mstep: Class 24 contains 1066 members 
Mstep: Class 25 contains 34485 members 
Mstep: Class 26 contains 6054 members 
Mstep: Class 27 contains 1275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142906464.000000 Penalty: 92857.703125
Iteration 70Q: 28 clusters Score -1.429065e+08 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2656 members 
Mstep: Class 3 contains 175219 members 
Mstep: Class 4 contains 7219 members 
Mstep: Class 5 contains 129264 members 
Mstep: Class 6 contains 5834 members 
Mstep: Class 7 contains 51430 members 
Mstep: Class 8 contains 20379 members 
Mstep: Class 9 contains 137826 members 
Mstep: Class 10 contains 9049 members 
Mstep: Class 11 contains 21331 members 
Mstep: Class 12 contains 54577 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 42481 members 
Mstep: Class 15 contains 13256 members 
Mstep: Class 16 contains 9465 members 
Mstep: Class 17 contains 5013 members 
Mstep: Class 18 contains 8854 members 
Mstep: Class 19 contains 51129 members 
Mstep: Class 20 contains 136356 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 116657 members 
Mstep: Class 23 contains 5488 members 
Mstep: Class 24 contains 1066 members 
Mstep: Class 25 contains 34421 members 
Mstep: Class 26 contains 6082 members 
Mstep: Class 27 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142907088.000000 Penalty: 92857.703125
Iteration 71Q: 28 clusters Score -1.429071e+08 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2658 members 
Mstep: Class 3 contains 174482 members 
Mstep: Class 4 contains 7213 members 
Mstep: Class 5 contains 128850 members 
Mstep: Class 6 contains 5916 members 
Mstep: Class 7 contains 51441 members 
Mstep: Class 8 contains 20340 members 
Mstep: Class 9 contains 139257 members 
Mstep: Class 10 contains 9026 members 
Mstep: Class 11 contains 21362 members 
Mstep: Class 12 contains 54388 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 42445 members 
Mstep: Class 15 contains 13328 members 
Mstep: Class 16 contains 9429 members 
Mstep: Class 17 contains 5030 members 
Mstep: Class 18 contains 8861 members 
Mstep: Class 19 contains 50558 members 
Mstep: Class 20 contains 136615 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 116814 members 
Mstep: Class 23 contains 5495 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 34380 members 
Mstep: Class 26 contains 6105 members 
Mstep: Class 27 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142907456.000000 Penalty: 92857.703125
Iteration 72Q: 28 clusters Score -1.429075e+08 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2658 members 
Mstep: Class 3 contains 173900 members 
Mstep: Class 4 contains 7205 members 
Mstep: Class 5 contains 128648 members 
Mstep: Class 6 contains 5990 members 
Mstep: Class 7 contains 51446 members 
Mstep: Class 8 contains 20272 members 
Mstep: Class 9 contains 140175 members 
Mstep: Class 10 contains 8996 members 
Mstep: Class 11 contains 21396 members 
Mstep: Class 12 contains 54209 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 42405 members 
Mstep: Class 15 contains 13405 members 
Mstep: Class 16 contains 9397 members 
Mstep: Class 17 contains 5041 members 
Mstep: Class 18 contains 8867 members 
Mstep: Class 19 contains 50021 members 
Mstep: Class 20 contains 136994 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 117011 members 
Mstep: Class 23 contains 5497 members 
Mstep: Class 24 contains 1064 members 
Mstep: Class 25 contains 34337 members 
Mstep: Class 26 contains 6126 members 
Mstep: Class 27 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142907904.000000 Penalty: 92857.703125
Iteration 73Q: 28 clusters Score -1.429079e+08 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2657 members 
Mstep: Class 3 contains 173452 members 
Mstep: Class 4 contains 7204 members 
Mstep: Class 5 contains 128526 members 
Mstep: Class 6 contains 6081 members 
Mstep: Class 7 contains 51433 members 
Mstep: Class 8 contains 20207 members 
Mstep: Class 9 contains 140685 members 
Mstep: Class 10 contains 8962 members 
Mstep: Class 11 contains 21432 members 
Mstep: Class 12 contains 54050 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 42362 members 
Mstep: Class 15 contains 13506 members 
Mstep: Class 16 contains 9383 members 
Mstep: Class 17 contains 5055 members 
Mstep: Class 18 contains 8876 members 
Mstep: Class 19 contains 49554 members 
Mstep: Class 20 contains 137410 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 117198 members 
Mstep: Class 23 contains 5509 members 
Mstep: Class 24 contains 1064 members 
Mstep: Class 25 contains 34310 members 
Mstep: Class 26 contains 6140 members 
Mstep: Class 27 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142908480.000000 Penalty: 92857.703125
Iteration 74Q: 28 clusters Score -1.429085e+08 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2659 members 
Mstep: Class 3 contains 173135 members 
Mstep: Class 4 contains 7205 members 
Mstep: Class 5 contains 128432 members 
Mstep: Class 6 contains 6171 members 
Mstep: Class 7 contains 51421 members 
Mstep: Class 8 contains 20171 members 
Mstep: Class 9 contains 140904 members 
Mstep: Class 10 contains 8932 members 
Mstep: Class 11 contains 21494 members 
Mstep: Class 12 contains 53894 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 42332 members 
Mstep: Class 15 contains 13628 members 
Mstep: Class 16 contains 9349 members 
Mstep: Class 17 contains 5072 members 
Mstep: Class 18 contains 8888 members 
Mstep: Class 19 contains 49108 members 
Mstep: Class 20 contains 137930 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 117374 members 
Mstep: Class 23 contains 5517 members 
Mstep: Class 24 contains 1064 members 
Mstep: Class 25 contains 34227 members 
Mstep: Class 26 contains 6146 members 
Mstep: Class 27 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142908784.000000 Penalty: 92857.703125
Iteration 75Q: 28 clusters Score -1.429088e+08 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 3 contains 172980 members 
Mstep: Class 4 contains 7208 members 
Mstep: Class 5 contains 128459 members 
Mstep: Class 6 contains 6265 members 
Mstep: Class 7 contains 51392 members 
Mstep: Class 8 contains 20132 members 
Mstep: Class 9 contains 140785 members 
Mstep: Class 10 contains 8920 members 
Mstep: Class 11 contains 21528 members 
Mstep: Class 12 contains 53750 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 42290 members 
Mstep: Class 15 contains 13743 members 
Mstep: Class 16 contains 9326 members 
Mstep: Class 17 contains 5078 members 
Mstep: Class 18 contains 8895 members 
Mstep: Class 19 contains 48688 members 
Mstep: Class 20 contains 138459 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 117564 members 
Mstep: Class 23 contains 5527 members 
Mstep: Class 24 contains 1064 members 
Mstep: Class 25 contains 34187 members 
Mstep: Class 26 contains 6151 members 
Mstep: Class 27 contains 1270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142909440.000000 Penalty: 92857.703125
Iteration 76Q: 28 clusters Score -1.429094e+08 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 3 contains 172886 members 
Mstep: Class 4 contains 7211 members 
Mstep: Class 5 contains 128582 members 
Mstep: Class 6 contains 6357 members 
Mstep: Class 7 contains 51381 members 
Mstep: Class 8 contains 20095 members 
Mstep: Class 9 contains 140511 members 
Mstep: Class 10 contains 8905 members 
Mstep: Class 11 contains 21531 members 
Mstep: Class 12 contains 53589 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 42236 members 
Mstep: Class 15 contains 13892 members 
Mstep: Class 16 contains 9300 members 
Mstep: Class 17 contains 5092 members 
Mstep: Class 18 contains 8896 members 
Mstep: Class 19 contains 48287 members 
Mstep: Class 20 contains 139065 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 117690 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 1064 members 
Mstep: Class 25 contains 34137 members 
Mstep: Class 26 contains 6164 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142909392.000000 Penalty: 92857.703125
Iteration 77Q: 28 clusters Score -1.429094e+08 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 3 contains 172942 members 
Mstep: Class 4 contains 7210 members 
Mstep: Class 5 contains 128709 members 
Mstep: Class 6 contains 6441 members 
Mstep: Class 7 contains 51368 members 
Mstep: Class 8 contains 20075 members 
Mstep: Class 9 contains 140102 members 
Mstep: Class 10 contains 8893 members 
Mstep: Class 11 contains 21533 members 
Mstep: Class 12 contains 53447 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 42166 members 
Mstep: Class 15 contains 14057 members 
Mstep: Class 16 contains 9271 members 
Mstep: Class 17 contains 5097 members 
Mstep: Class 18 contains 8909 members 
Mstep: Class 19 contains 47897 members 
Mstep: Class 20 contains 139578 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 117859 members 
Mstep: Class 23 contains 5539 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 34070 members 
Mstep: Class 26 contains 6173 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142909712.000000 Penalty: 92857.703125
Iteration 78Q: 28 clusters Score -1.429097e+08 nChanged 4623
Entering ConstructFrom: 
Score: -142909712.000000 Penalty: 92857.703125
Entering ConstructFrom: 
Trying to split cluster 1 (6062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Entering Unmasked Estep 
Score: -816079.750000 Penalty: 2160.029053
	Iteration 0F: 2 clusters Score -816079.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -810832.875000 Penalty: 4320.058105
	Iteration 0F: 3 clusters Score -810832.9 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -812210.312500 Penalty: 4320.058105
	Iteration 1F: 3 clusters Score -812210.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -812505.500000 Penalty: 4320.058105
	Iteration 2F: 3 clusters Score -812505.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -812710.312500 Penalty: 4320.058105
	Iteration 3F: 3 clusters Score -812710.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -812905.625000 Penalty: 4320.058105
	Iteration 4Q: 3 clusters Score -812905.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -813070.062500 Penalty: 4320.058105
	Iteration 5Q: 3 clusters Score -813070.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -813191.375000 Penalty: 4320.058105
	Iteration 6Q: 3 clusters Score -813191.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -813284.437500 Penalty: 4320.058105
	Iteration 7Q: 3 clusters Score -813284.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -813370.687500 Penalty: 4320.058105
	Iteration 8Q: 3 clusters Score -813370.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -813478.125000 Penalty: 4320.058105
	Iteration 9Q: 3 clusters Score -813478.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -813594.562500 Penalty: 4320.058105
	Iteration 10Q: 3 clusters Score -813594.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -813707.000000 Penalty: 4320.058105
	Iteration 11Q: 3 clusters Score -813707 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -813789.625000 Penalty: 4320.058105
	Iteration 12Q: 3 clusters Score -813789.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -813858.750000 Penalty: 4320.058105
	Iteration 13Q: 3 clusters Score -813858.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -813933.750000 Penalty: 4320.058105
	Iteration 14Q: 3 clusters Score -813933.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -814015.062500 Penalty: 4320.058105
	Iteration 15Q: 3 clusters Score -814015.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -814161.625000 Penalty: 4320.058105
	Iteration 16Q: 3 clusters Score -814161.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -814431.437500 Penalty: 4320.058105
	Iteration 17Q: 3 clusters Score -814431.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -814919.750000 Penalty: 4320.058105
	Iteration 18Q: 3 clusters Score -814919.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -815326.125000 Penalty: 4320.058105
	Iteration 19Q: 3 clusters Score -815326.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -815494.375000 Penalty: 4320.058105
	Iteration 20F: 3 clusters Score -815494.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -815594.125000 Penalty: 4320.058105
	Iteration 21Q: 3 clusters Score -815594.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -815677.750000 Penalty: 4320.058105
	Iteration 22Q: 3 clusters Score -815677.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -815741.125000 Penalty: 4320.058105
	Iteration 23Q: 3 clusters Score -815741.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -815821.312500 Penalty: 4320.058105
	Iteration 24Q: 3 clusters Score -815821.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -815899.812500 Penalty: 4320.058105
	Iteration 25Q: 3 clusters Score -815899.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -815969.375000 Penalty: 4320.058105
	Iteration 26Q: 3 clusters Score -815969.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -816048.625000 Penalty: 4320.058105
	Iteration 27Q: 3 clusters Score -816048.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -816180.062500 Penalty: 4320.058105
	Iteration 28Q: 3 clusters Score -816180.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -816365.250000 Penalty: 4320.058105
	Iteration 29Q: 3 clusters Score -816365.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -816485.937500 Penalty: 4320.058105
	Iteration 30Q: 3 clusters Score -816485.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -816556.312500 Penalty: 4320.058105
	Iteration 31Q: 3 clusters Score -816556.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -816591.750000 Penalty: 4320.058105
	Iteration 32Q: 3 clusters Score -816591.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -816614.125000 Penalty: 4320.058105
	Iteration 33Q: 3 clusters Score -816614.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -816622.062500 Penalty: 4320.058105
	Iteration 34Q: 3 clusters Score -816622.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -816626.562500 Penalty: 4320.058105
	Iteration 35Q: 3 clusters Score -816626.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -816629.687500 Penalty: 4320.058105
	Iteration 36Q: 3 clusters Score -816629.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -816633.000000 Penalty: 4320.058105
	Iteration 37Q: 3 clusters Score -816633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -816634.187500 Penalty: 4320.058105
	Iteration 38Q: 3 clusters Score -816634.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -816638.062500 Penalty: 4320.058105
	Iteration 39Q: 3 clusters Score -816638.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -816637.625000 Penalty: 4320.058105
	Iteration 40F: 3 clusters Score -816637.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -816638.062500 Penalty: 4320.058105
	Iteration 41Q: 3 clusters Score -816638.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -816639.125000 Penalty: 4320.058105
	Iteration 42Q: 3 clusters Score -816639.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -816640.250000 Penalty: 4320.058105
	Iteration 43Q: 3 clusters Score -816640.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -816642.187500 Penalty: 4320.058105
	Iteration 44Q: 3 clusters Score -816642.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -816643.812500 Penalty: 4320.058105
	Iteration 45Q: 3 clusters Score -816643.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -816645.375000 Penalty: 4320.058105
	Iteration 46Q: 3 clusters Score -816645.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -816649.375000 Penalty: 4320.058105
	Iteration 47Q: 3 clusters Score -816649.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -816649.687500 Penalty: 4320.058105
	Iteration 48Q: 3 clusters Score -816649.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -816649.375000 Penalty: 4320.058105
	Iteration 49Q: 3 clusters Score -816649.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -816651.250000 Penalty: 4320.058105
	Iteration 50Q: 3 clusters Score -816651.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -816654.687500 Penalty: 4320.058105
	Iteration 51Q: 3 clusters Score -816654.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -816654.000000 Penalty: 4320.058105
	Iteration 52Q: 3 clusters Score -816654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -816655.187500 Penalty: 4320.058105
	Iteration 53Q: 3 clusters Score -816655.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -816655.187500 Penalty: 4320.058105
	Iteration 54F: 3 clusters Score -816655.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2660 members 
Mstep: Class 3 contains 173003 members 
Mstep: Class 4 contains 7206 members 
Mstep: Class 5 contains 128903 members 
Mstep: Class 6 contains 6531 members 
Mstep: Class 7 contains 51370 members 
Mstep: Class 8 contains 20051 members 
Mstep: Class 9 contains 139585 members 
Mstep: Class 10 contains 8873 members 
Mstep: Class 11 contains 21538 members 
Mstep: Class 12 contains 53313 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 42091 members 
Mstep: Class 15 contains 14235 members 
Mstep: Class 16 contains 9251 members 
Mstep: Class 17 contains 5104 members 
Mstep: Class 18 contains 8918 members 
Mstep: Class 19 contains 47547 members 
Mstep: Class 20 contains 140054 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 118028 members 
Mstep: Class 23 contains 5549 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 34008 members 
Mstep: Class 26 contains 6180 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 2196 members 
Entering Unmasked Estep 
Score: -142909232.000000 Penalty: 96296.875000
Splitting cluster 1 changes total score from -142909712.000000 to -142909232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Entering Unmasked Estep 
Score: -350361.468750 Penalty: 1955.748169
	Iteration 0F: 2 clusters Score -350361.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -347299.187500 Penalty: 3911.496338
	Iteration 0F: 3 clusters Score -347299.2 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -347925.656250 Penalty: 3911.496338
	Iteration 1F: 3 clusters Score -347925.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -348108.968750 Penalty: 3911.496338
	Iteration 2F: 3 clusters Score -348109 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -348202.062500 Penalty: 3911.496338
	Iteration 3Q: 3 clusters Score -348202.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -348278.750000 Penalty: 3911.496338
	Iteration 4Q: 3 clusters Score -348278.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -348363.531250 Penalty: 3911.496338
	Iteration 5Q: 3 clusters Score -348363.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -348430.687500 Penalty: 3911.496338
	Iteration 6Q: 3 clusters Score -348430.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -348488.968750 Penalty: 3911.496338
	Iteration 7Q: 3 clusters Score -348489 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -348534.375000 Penalty: 3911.496338
	Iteration 8Q: 3 clusters Score -348534.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -348587.000000 Penalty: 3911.496338
	Iteration 9Q: 3 clusters Score -348587 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -348624.062500 Penalty: 3911.496338
	Iteration 10Q: 3 clusters Score -348624.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -348649.312500 Penalty: 3911.496338
	Iteration 11Q: 3 clusters Score -348649.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -348677.906250 Penalty: 3911.496338
	Iteration 12Q: 3 clusters Score -348677.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -348715.406250 Penalty: 3911.496338
	Iteration 13Q: 3 clusters Score -348715.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -348759.593750 Penalty: 3911.496338
	Iteration 14Q: 3 clusters Score -348759.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -348789.500000 Penalty: 3911.496338
	Iteration 15Q: 3 clusters Score -348789.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -348816.218750 Penalty: 3911.496338
	Iteration 16Q: 3 clusters Score -348816.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -348850.312500 Penalty: 3911.496338
	Iteration 17Q: 3 clusters Score -348850.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -348878.812500 Penalty: 3911.496338
	Iteration 18Q: 3 clusters Score -348878.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -348898.437500 Penalty: 3911.496338
	Iteration 19Q: 3 clusters Score -348898.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -348918.375000 Penalty: 3911.496338
	Iteration 20F: 3 clusters Score -348918.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -348935.718750 Penalty: 3911.496338
	Iteration 21Q: 3 clusters Score -348935.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -348942.281250 Penalty: 3911.496338
	Iteration 22Q: 3 clusters Score -348942.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -348951.250000 Penalty: 3911.496338
	Iteration 23Q: 3 clusters Score -348951.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -348959.343750 Penalty: 3911.496338
	Iteration 24Q: 3 clusters Score -348959.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -348966.187500 Penalty: 3911.496338
	Iteration 25Q: 3 clusters Score -348966.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -348970.000000 Penalty: 3911.496338
	Iteration 26Q: 3 clusters Score -348970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -348974.937500 Penalty: 3911.496338
	Iteration 27Q: 3 clusters Score -348974.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -348980.125000 Penalty: 3911.496338
	Iteration 28Q: 3 clusters Score -348980.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -348981.281250 Penalty: 3911.496338
	Iteration 29Q: 3 clusters Score -348981.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -348981.281250 Penalty: 3911.496338
	Iteration 30F: 3 clusters Score -348981.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (173003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173003 members 
Entering Unmasked Estep 
Score: -24033770.000000 Penalty: 2991.143799
	Iteration 0F: 2 clusters Score -2.403377e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86563 members 
Mstep: Class 2 contains 86440 members 
Entering Unmasked Estep 
Score: -23923842.000000 Penalty: 5982.287598
	Iteration 0F: 3 clusters Score -2.392384e+07 nChanged 82962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87227 members 
Mstep: Class 2 contains 85776 members 
Entering Unmasked Estep 
Score: -23972076.000000 Penalty: 5982.287598
	Iteration 1F: 3 clusters Score -2.397208e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87988 members 
Mstep: Class 2 contains 85015 members 
Entering Unmasked Estep 
Score: -23972924.000000 Penalty: 5982.287598
	Iteration 2Q: 3 clusters Score -2.397292e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89184 members 
Mstep: Class 2 contains 83819 members 
Entering Unmasked Estep 
Score: -23974204.000000 Penalty: 5982.287598
	Iteration 3Q: 3 clusters Score -2.39742e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90910 members 
Mstep: Class 2 contains 82093 members 
Entering Unmasked Estep 
Score: -23976144.000000 Penalty: 5982.287598
	Iteration 4Q: 3 clusters Score -2.397614e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93638 members 
Mstep: Class 2 contains 79365 members 
Entering Unmasked Estep 
Score: -23979434.000000 Penalty: 5982.287598
	Iteration 5Q: 3 clusters Score -2.397943e+07 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97785 members 
Mstep: Class 2 contains 75218 members 
Entering Unmasked Estep 
Score: -23984252.000000 Penalty: 5982.287598
	Iteration 6F: 3 clusters Score -2.398425e+07 nChanged 11329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103512 members 
Mstep: Class 2 contains 69491 members 
Entering Unmasked Estep 
Score: -23991914.000000 Penalty: 5982.287598
	Iteration 7F: 3 clusters Score -2.399191e+07 nChanged 12790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110296 members 
Mstep: Class 2 contains 62707 members 
Entering Unmasked Estep 
Score: -24002754.000000 Penalty: 5982.287598
	Iteration 8F: 3 clusters Score -2.400275e+07 nChanged 12152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116494 members 
Mstep: Class 2 contains 56509 members 
Entering Unmasked Estep 
Score: -24012478.000000 Penalty: 5982.287598
	Iteration 9F: 3 clusters Score -2.401248e+07 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121098 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -24018374.000000 Penalty: 5982.287598
	Iteration 10F: 3 clusters Score -2.401837e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124969 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -24021150.000000 Penalty: 5982.287598
	Iteration 11Q: 3 clusters Score -2.402115e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128870 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -24022974.000000 Penalty: 5982.287598
	Iteration 12Q: 3 clusters Score -2.402297e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132739 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -24024484.000000 Penalty: 5982.287598
	Iteration 13Q: 3 clusters Score -2.402448e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136519 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -24025950.000000 Penalty: 5982.287598
	Iteration 14Q: 3 clusters Score -2.402595e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140114 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -24027022.000000 Penalty: 5982.287598
	Iteration 15Q: 3 clusters Score -2.402702e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143507 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -24027796.000000 Penalty: 5982.287598
	Iteration 16Q: 3 clusters Score -2.40278e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146651 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -24028622.000000 Penalty: 5982.287598
	Iteration 17Q: 3 clusters Score -2.402862e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149563 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -24029284.000000 Penalty: 5982.287598
	Iteration 18Q: 3 clusters Score -2.402928e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152172 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -24029824.000000 Penalty: 5982.287598
	Iteration 19Q: 3 clusters Score -2.402982e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154511 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -24030074.000000 Penalty: 5982.287598
	Iteration 20F: 3 clusters Score -2.403007e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156679 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -24030348.000000 Penalty: 5982.287598
	Iteration 21Q: 3 clusters Score -2.403035e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158637 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -24030474.000000 Penalty: 5982.287598
	Iteration 22Q: 3 clusters Score -2.403047e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160331 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -24030740.000000 Penalty: 5982.287598
	Iteration 23Q: 3 clusters Score -2.403074e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161842 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -24030916.000000 Penalty: 5982.287598
	Iteration 24Q: 3 clusters Score -2.403092e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163208 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -24031168.000000 Penalty: 5982.287598
	Iteration 25Q: 3 clusters Score -2.403117e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164409 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -24031260.000000 Penalty: 5982.287598
	Iteration 26Q: 3 clusters Score -2.403126e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165455 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -24031434.000000 Penalty: 5982.287598
	Iteration 27Q: 3 clusters Score -2.403143e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166317 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -24031434.000000 Penalty: 5982.287598
	Iteration 28Q: 3 clusters Score -2.403143e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167057 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -24031518.000000 Penalty: 5982.287598
	Iteration 29Q: 3 clusters Score -2.403152e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167762 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -24031426.000000 Penalty: 5982.287598
	Iteration 30Q: 3 clusters Score -2.403143e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168362 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -24031536.000000 Penalty: 5982.287598
	Iteration 31Q: 3 clusters Score -2.403154e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168888 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -24031614.000000 Penalty: 5982.287598
	Iteration 32Q: 3 clusters Score -2.403161e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169336 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -24031654.000000 Penalty: 5982.287598
	Iteration 33Q: 3 clusters Score -2.403165e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169673 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -24031612.000000 Penalty: 5982.287598
	Iteration 34Q: 3 clusters Score -2.403161e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169958 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -24031626.000000 Penalty: 5982.287598
	Iteration 35Q: 3 clusters Score -2.403163e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170189 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -24031604.000000 Penalty: 5982.287598
	Iteration 36Q: 3 clusters Score -2.40316e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170388 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -24031670.000000 Penalty: 5982.287598
	Iteration 37Q: 3 clusters Score -2.403167e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170555 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -24031660.000000 Penalty: 5982.287598
	Iteration 38Q: 3 clusters Score -2.403166e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170692 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -24031628.000000 Penalty: 5982.287598
	Iteration 39Q: 3 clusters Score -2.403163e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170816 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -24031596.000000 Penalty: 5982.287598
	Iteration 40F: 3 clusters Score -2.40316e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170934 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -24031572.000000 Penalty: 5982.287598
	Iteration 41Q: 3 clusters Score -2.403157e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171022 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -24031576.000000 Penalty: 5982.287598
	Iteration 42Q: 3 clusters Score -2.403158e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171083 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -24031596.000000 Penalty: 5982.287598
	Iteration 43Q: 3 clusters Score -2.40316e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171157 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -24031556.000000 Penalty: 5982.287598
	Iteration 44Q: 3 clusters Score -2.403156e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171221 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -24031564.000000 Penalty: 5982.287598
	Iteration 45Q: 3 clusters Score -2.403156e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171280 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -24031544.000000 Penalty: 5982.287598
	Iteration 46Q: 3 clusters Score -2.403154e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171334 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -24031556.000000 Penalty: 5982.287598
	Iteration 47Q: 3 clusters Score -2.403156e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171384 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -24031588.000000 Penalty: 5982.287598
	Iteration 48Q: 3 clusters Score -2.403159e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171441 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -24031544.000000 Penalty: 5982.287598
	Iteration 49Q: 3 clusters Score -2.403154e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171475 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -24031540.000000 Penalty: 5982.287598
	Iteration 50Q: 3 clusters Score -2.403154e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171510 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -24031542.000000 Penalty: 5982.287598
	Iteration 51Q: 3 clusters Score -2.403154e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171548 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -24031544.000000 Penalty: 5982.287598
	Iteration 52Q: 3 clusters Score -2.403154e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171567 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -24031530.000000 Penalty: 5982.287598
	Iteration 53Q: 3 clusters Score -2.403153e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171600 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -24031558.000000 Penalty: 5982.287598
	Iteration 54Q: 3 clusters Score -2.403156e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171628 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -24031560.000000 Penalty: 5982.287598
	Iteration 55Q: 3 clusters Score -2.403156e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171660 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -24031588.000000 Penalty: 5982.287598
	Iteration 56Q: 3 clusters Score -2.403159e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171688 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -24031582.000000 Penalty: 5982.287598
	Iteration 57Q: 3 clusters Score -2.403158e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171709 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -24031564.000000 Penalty: 5982.287598
	Iteration 58Q: 3 clusters Score -2.403156e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171731 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -24031574.000000 Penalty: 5982.287598
	Iteration 59Q: 3 clusters Score -2.403157e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171746 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -24031576.000000 Penalty: 5982.287598
	Iteration 60F: 3 clusters Score -2.403158e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171764 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -24031594.000000 Penalty: 5982.287598
	Iteration 61Q: 3 clusters Score -2.403159e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171782 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -24031588.000000 Penalty: 5982.287598
	Iteration 62Q: 3 clusters Score -2.403159e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171798 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -24031606.000000 Penalty: 5982.287598
	Iteration 63Q: 3 clusters Score -2.403161e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171810 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -24031608.000000 Penalty: 5982.287598
	Iteration 64Q: 3 clusters Score -2.403161e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171821 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -24031614.000000 Penalty: 5982.287598
	Iteration 65Q: 3 clusters Score -2.403161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171828 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -24031606.000000 Penalty: 5982.287598
	Iteration 66Q: 3 clusters Score -2.403161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171834 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -24031598.000000 Penalty: 5982.287598
	Iteration 67Q: 3 clusters Score -2.40316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171841 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -24031590.000000 Penalty: 5982.287598
	Iteration 68Q: 3 clusters Score -2.403159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171845 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -24031592.000000 Penalty: 5982.287598
	Iteration 69Q: 3 clusters Score -2.403159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171849 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -24031600.000000 Penalty: 5982.287598
	Iteration 70Q: 3 clusters Score -2.40316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171854 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -24031582.000000 Penalty: 5982.287598
	Iteration 71Q: 3 clusters Score -2.403158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171855 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -24031592.000000 Penalty: 5982.287598
	Iteration 72Q: 3 clusters Score -2.403159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171855 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -24031592.000000 Penalty: 5982.287598
	Iteration 73F: 3 clusters Score -2.403159e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Entering Unmasked Estep 
Score: -966339.812500 Penalty: 2202.902100
	Iteration 0F: 2 clusters Score -966339.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -960445.000000 Penalty: 4405.804199
	Iteration 0F: 3 clusters Score -960445 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -962026.250000 Penalty: 4405.804199
	Iteration 1F: 3 clusters Score -962026.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -962373.312500 Penalty: 4405.804199
	Iteration 2F: 3 clusters Score -962373.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -962695.625000 Penalty: 4405.804199
	Iteration 3F: 3 clusters Score -962695.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -963049.750000 Penalty: 4405.804199
	Iteration 4F: 3 clusters Score -963049.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -963407.312500 Penalty: 4405.804199
	Iteration 5F: 3 clusters Score -963407.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -963685.812500 Penalty: 4405.804199
	Iteration 6F: 3 clusters Score -963685.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -963877.375000 Penalty: 4405.804199
	Iteration 7Q: 3 clusters Score -963877.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -964037.750000 Penalty: 4405.804199
	Iteration 8Q: 3 clusters Score -964037.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -964181.000000 Penalty: 4405.804199
	Iteration 9Q: 3 clusters Score -964181 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -964320.812500 Penalty: 4405.804199
	Iteration 10Q: 3 clusters Score -964320.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -964476.750000 Penalty: 4405.804199
	Iteration 11Q: 3 clusters Score -964476.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -964643.937500 Penalty: 4405.804199
	Iteration 12Q: 3 clusters Score -964643.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -964790.250000 Penalty: 4405.804199
	Iteration 13Q: 3 clusters Score -964790.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -964908.000000 Penalty: 4405.804199
	Iteration 14Q: 3 clusters Score -964908 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -964989.812500 Penalty: 4405.804199
	Iteration 15Q: 3 clusters Score -964989.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -965038.250000 Penalty: 4405.804199
	Iteration 16Q: 3 clusters Score -965038.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -965065.312500 Penalty: 4405.804199
	Iteration 17Q: 3 clusters Score -965065.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -965098.750000 Penalty: 4405.804199
	Iteration 18Q: 3 clusters Score -965098.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -965122.625000 Penalty: 4405.804199
	Iteration 19Q: 3 clusters Score -965122.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -965146.312500 Penalty: 4405.804199
	Iteration 20F: 3 clusters Score -965146.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -965156.312500 Penalty: 4405.804199
	Iteration 21Q: 3 clusters Score -965156.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -965171.562500 Penalty: 4405.804199
	Iteration 22Q: 3 clusters Score -965171.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -965188.875000 Penalty: 4405.804199
	Iteration 23Q: 3 clusters Score -965188.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -965212.687500 Penalty: 4405.804199
	Iteration 24Q: 3 clusters Score -965212.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -965236.562500 Penalty: 4405.804199
	Iteration 25Q: 3 clusters Score -965236.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -965259.750000 Penalty: 4405.804199
	Iteration 26Q: 3 clusters Score -965259.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -965277.812500 Penalty: 4405.804199
	Iteration 27Q: 3 clusters Score -965277.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -965289.875000 Penalty: 4405.804199
	Iteration 28Q: 3 clusters Score -965289.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -965296.187500 Penalty: 4405.804199
	Iteration 29Q: 3 clusters Score -965296.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -965302.500000 Penalty: 4405.804199
	Iteration 30Q: 3 clusters Score -965302.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -965309.812500 Penalty: 4405.804199
	Iteration 31Q: 3 clusters Score -965309.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -965313.687500 Penalty: 4405.804199
	Iteration 32Q: 3 clusters Score -965313.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -965323.562500 Penalty: 4405.804199
	Iteration 33Q: 3 clusters Score -965323.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -965338.750000 Penalty: 4405.804199
	Iteration 34Q: 3 clusters Score -965338.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -965351.812500 Penalty: 4405.804199
	Iteration 35Q: 3 clusters Score -965351.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -965365.437500 Penalty: 4405.804199
	Iteration 36Q: 3 clusters Score -965365.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -965371.375000 Penalty: 4405.804199
	Iteration 37Q: 3 clusters Score -965371.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -965379.125000 Penalty: 4405.804199
	Iteration 38Q: 3 clusters Score -965379.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -965382.187500 Penalty: 4405.804199
	Iteration 39Q: 3 clusters Score -965382.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -965386.187500 Penalty: 4405.804199
	Iteration 40F: 3 clusters Score -965386.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -965392.312500 Penalty: 4405.804199
	Iteration 41Q: 3 clusters Score -965392.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -965392.062500 Penalty: 4405.804199
	Iteration 42Q: 3 clusters Score -965392.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -965392.875000 Penalty: 4405.804199
	Iteration 43Q: 3 clusters Score -965392.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -965393.562500 Penalty: 4405.804199
	Iteration 44Q: 3 clusters Score -965393.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -965394.687500 Penalty: 4405.804199
	Iteration 45Q: 3 clusters Score -965394.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -965395.937500 Penalty: 4405.804199
	Iteration 46Q: 3 clusters Score -965395.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -965397.500000 Penalty: 4405.804199
	Iteration 47Q: 3 clusters Score -965397.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -965399.500000 Penalty: 4405.804199
	Iteration 48Q: 3 clusters Score -965399.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -965402.375000 Penalty: 4405.804199
	Iteration 49Q: 3 clusters Score -965402.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -965401.625000 Penalty: 4405.804199
	Iteration 50Q: 3 clusters Score -965401.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -965401.625000 Penalty: 4405.804199
	Iteration 51F: 3 clusters Score -965401.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (128903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128903 members 
Entering Unmasked Estep 
Score: -17960440.000000 Penalty: 2918.170166
	Iteration 0F: 2 clusters Score -1.796044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64559 members 
Mstep: Class 2 contains 64344 members 
Entering Unmasked Estep 
Score: -17875290.000000 Penalty: 5836.340332
	Iteration 0F: 3 clusters Score -1.787529e+07 nChanged 61419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64912 members 
Mstep: Class 2 contains 63991 members 
Entering Unmasked Estep 
Score: -17910744.000000 Penalty: 5836.340332
	Iteration 1F: 3 clusters Score -1.791074e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65196 members 
Mstep: Class 2 contains 63707 members 
Entering Unmasked Estep 
Score: -17911828.000000 Penalty: 5836.340332
	Iteration 2Q: 3 clusters Score -1.791183e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65651 members 
Mstep: Class 2 contains 63252 members 
Entering Unmasked Estep 
Score: -17913118.000000 Penalty: 5836.340332
	Iteration 3Q: 3 clusters Score -1.791312e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66441 members 
Mstep: Class 2 contains 62462 members 
Entering Unmasked Estep 
Score: -17914654.000000 Penalty: 5836.340332
	Iteration 4Q: 3 clusters Score -1.791465e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67698 members 
Mstep: Class 2 contains 61205 members 
Entering Unmasked Estep 
Score: -17916848.000000 Penalty: 5836.340332
	Iteration 5Q: 3 clusters Score -1.791685e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69726 members 
Mstep: Class 2 contains 59177 members 
Entering Unmasked Estep 
Score: -17919316.000000 Penalty: 5836.340332
	Iteration 6Q: 3 clusters Score -1.791932e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72696 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -17923002.000000 Penalty: 5836.340332
	Iteration 7F: 3 clusters Score -1.7923e+07 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76721 members 
Mstep: Class 2 contains 52182 members 
Entering Unmasked Estep 
Score: -17927630.000000 Penalty: 5836.340332
	Iteration 8F: 3 clusters Score -1.792763e+07 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81453 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -17933488.000000 Penalty: 5836.340332
	Iteration 9F: 3 clusters Score -1.793349e+07 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86137 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -17939478.000000 Penalty: 5836.340332
	Iteration 10F: 3 clusters Score -1.793948e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90084 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -17943812.000000 Penalty: 5836.340332
	Iteration 11F: 3 clusters Score -1.794381e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93163 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -17946096.000000 Penalty: 5836.340332
	Iteration 12Q: 3 clusters Score -1.79461e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95785 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -17947558.000000 Penalty: 5836.340332
	Iteration 13Q: 3 clusters Score -1.794756e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98078 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -17948532.000000 Penalty: 5836.340332
	Iteration 14Q: 3 clusters Score -1.794853e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100247 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -17949342.000000 Penalty: 5836.340332
	Iteration 15Q: 3 clusters Score -1.794934e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102382 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -17950222.000000 Penalty: 5836.340332
	Iteration 16Q: 3 clusters Score -1.795022e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104433 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -17951140.000000 Penalty: 5836.340332
	Iteration 17Q: 3 clusters Score -1.795114e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106481 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -17951932.000000 Penalty: 5836.340332
	Iteration 18Q: 3 clusters Score -1.795193e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108460 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -17952872.000000 Penalty: 5836.340332
	Iteration 19Q: 3 clusters Score -1.795287e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110381 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -17953560.000000 Penalty: 5836.340332
	Iteration 20F: 3 clusters Score -1.795356e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112168 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -17954250.000000 Penalty: 5836.340332
	Iteration 21Q: 3 clusters Score -1.795425e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113891 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -17954890.000000 Penalty: 5836.340332
	Iteration 22Q: 3 clusters Score -1.795489e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115486 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -17955452.000000 Penalty: 5836.340332
	Iteration 23Q: 3 clusters Score -1.795545e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116948 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -17955918.000000 Penalty: 5836.340332
	Iteration 24Q: 3 clusters Score -1.795592e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118249 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -17956354.000000 Penalty: 5836.340332
	Iteration 25Q: 3 clusters Score -1.795635e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119362 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -17956804.000000 Penalty: 5836.340332
	Iteration 26Q: 3 clusters Score -1.79568e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120385 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -17957122.000000 Penalty: 5836.340332
	Iteration 27Q: 3 clusters Score -1.795712e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121289 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -17957368.000000 Penalty: 5836.340332
	Iteration 28Q: 3 clusters Score -1.795737e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122074 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -17957620.000000 Penalty: 5836.340332
	Iteration 29Q: 3 clusters Score -1.795762e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122768 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -17957838.000000 Penalty: 5836.340332
	Iteration 30Q: 3 clusters Score -1.795784e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123368 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -17957990.000000 Penalty: 5836.340332
	Iteration 31Q: 3 clusters Score -1.795799e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123908 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -17958144.000000 Penalty: 5836.340332
	Iteration 32Q: 3 clusters Score -1.795814e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124373 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -17958358.000000 Penalty: 5836.340332
	Iteration 33Q: 3 clusters Score -1.795836e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124763 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -17958454.000000 Penalty: 5836.340332
	Iteration 34Q: 3 clusters Score -1.795845e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125120 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -17958584.000000 Penalty: 5836.340332
	Iteration 35Q: 3 clusters Score -1.795858e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125431 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -17958678.000000 Penalty: 5836.340332
	Iteration 36Q: 3 clusters Score -1.795868e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125710 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -17958880.000000 Penalty: 5836.340332
	Iteration 37Q: 3 clusters Score -1.795888e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125952 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -17959052.000000 Penalty: 5836.340332
	Iteration 38Q: 3 clusters Score -1.795905e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126178 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -17959224.000000 Penalty: 5836.340332
	Iteration 39Q: 3 clusters Score -1.795922e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126333 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -17959282.000000 Penalty: 5836.340332
	Iteration 40F: 3 clusters Score -1.795928e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126443 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -17959328.000000 Penalty: 5836.340332
	Iteration 41Q: 3 clusters Score -1.795933e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126536 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -17959386.000000 Penalty: 5836.340332
	Iteration 42Q: 3 clusters Score -1.795939e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126635 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -17959450.000000 Penalty: 5836.340332
	Iteration 43Q: 3 clusters Score -1.795945e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126705 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -17959466.000000 Penalty: 5836.340332
	Iteration 44Q: 3 clusters Score -1.795947e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126761 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -17959460.000000 Penalty: 5836.340332
	Iteration 45Q: 3 clusters Score -1.795946e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126796 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -17959492.000000 Penalty: 5836.340332
	Iteration 46Q: 3 clusters Score -1.795949e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126818 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -17959480.000000 Penalty: 5836.340332
	Iteration 47Q: 3 clusters Score -1.795948e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126835 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -17959482.000000 Penalty: 5836.340332
	Iteration 48Q: 3 clusters Score -1.795948e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126849 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -17959496.000000 Penalty: 5836.340332
	Iteration 49Q: 3 clusters Score -1.79595e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126860 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -17959516.000000 Penalty: 5836.340332
	Iteration 50Q: 3 clusters Score -1.795952e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126882 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -17959526.000000 Penalty: 5836.340332
	Iteration 51Q: 3 clusters Score -1.795953e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126899 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -17959524.000000 Penalty: 5836.340332
	Iteration 52Q: 3 clusters Score -1.795952e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126914 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -17959530.000000 Penalty: 5836.340332
	Iteration 53Q: 3 clusters Score -1.795953e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126917 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -17959550.000000 Penalty: 5836.340332
	Iteration 54Q: 3 clusters Score -1.795955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126930 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -17959530.000000 Penalty: 5836.340332
	Iteration 55Q: 3 clusters Score -1.795953e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126937 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -17959538.000000 Penalty: 5836.340332
	Iteration 56Q: 3 clusters Score -1.795954e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126950 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -17959542.000000 Penalty: 5836.340332
	Iteration 57Q: 3 clusters Score -1.795954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126964 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -17959556.000000 Penalty: 5836.340332
	Iteration 58Q: 3 clusters Score -1.795956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126970 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -17959578.000000 Penalty: 5836.340332
	Iteration 59Q: 3 clusters Score -1.795958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126975 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -17959578.000000 Penalty: 5836.340332
	Iteration 60F: 3 clusters Score -1.795958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126981 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -17959562.000000 Penalty: 5836.340332
	Iteration 61Q: 3 clusters Score -1.795956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126985 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -17959576.000000 Penalty: 5836.340332
	Iteration 62Q: 3 clusters Score -1.795958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126989 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -17959576.000000 Penalty: 5836.340332
	Iteration 63Q: 3 clusters Score -1.795958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126995 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -17959590.000000 Penalty: 5836.340332
	Iteration 64Q: 3 clusters Score -1.795959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126996 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -17959578.000000 Penalty: 5836.340332
	Iteration 65Q: 3 clusters Score -1.795958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126996 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -17959578.000000 Penalty: 5836.340332
	Iteration 66F: 3 clusters Score -1.795958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Entering Unmasked Estep 
Score: -930207.375000 Penalty: 2178.510254
	Iteration 0F: 2 clusters Score -930207.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -924681.375000 Penalty: 4357.020508
	Iteration 0F: 3 clusters Score -924681.4 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -926054.687500 Penalty: 4357.020508
	Iteration 1F: 3 clusters Score -926054.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -926287.875000 Penalty: 4357.020508
	Iteration 2F: 3 clusters Score -926287.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -926447.500000 Penalty: 4357.020508
	Iteration 3Q: 3 clusters Score -926447.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -926592.312500 Penalty: 4357.020508
	Iteration 4Q: 3 clusters Score -926592.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -926695.375000 Penalty: 4357.020508
	Iteration 5Q: 3 clusters Score -926695.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -926790.687500 Penalty: 4357.020508
	Iteration 6Q: 3 clusters Score -926790.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -926889.250000 Penalty: 4357.020508
	Iteration 7Q: 3 clusters Score -926889.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -926959.812500 Penalty: 4357.020508
	Iteration 8Q: 3 clusters Score -926959.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -927037.812500 Penalty: 4357.020508
	Iteration 9Q: 3 clusters Score -927037.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -927137.312500 Penalty: 4357.020508
	Iteration 10Q: 3 clusters Score -927137.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -927258.750000 Penalty: 4357.020508
	Iteration 11Q: 3 clusters Score -927258.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -927389.062500 Penalty: 4357.020508
	Iteration 12Q: 3 clusters Score -927389.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -927525.937500 Penalty: 4357.020508
	Iteration 13Q: 3 clusters Score -927525.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -927661.062500 Penalty: 4357.020508
	Iteration 14Q: 3 clusters Score -927661.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -927838.000000 Penalty: 4357.020508
	Iteration 15Q: 3 clusters Score -927838 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -928019.125000 Penalty: 4357.020508
	Iteration 16Q: 3 clusters Score -928019.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -928160.375000 Penalty: 4357.020508
	Iteration 17Q: 3 clusters Score -928160.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -928262.937500 Penalty: 4357.020508
	Iteration 18Q: 3 clusters Score -928262.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -928332.437500 Penalty: 4357.020508
	Iteration 19Q: 3 clusters Score -928332.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -928387.250000 Penalty: 4357.020508
	Iteration 20F: 3 clusters Score -928387.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -928429.125000 Penalty: 4357.020508
	Iteration 21Q: 3 clusters Score -928429.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -928464.000000 Penalty: 4357.020508
	Iteration 22Q: 3 clusters Score -928464 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -928488.750000 Penalty: 4357.020508
	Iteration 23Q: 3 clusters Score -928488.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -928507.437500 Penalty: 4357.020508
	Iteration 24Q: 3 clusters Score -928507.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -928519.375000 Penalty: 4357.020508
	Iteration 25Q: 3 clusters Score -928519.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -928534.250000 Penalty: 4357.020508
	Iteration 26Q: 3 clusters Score -928534.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -928548.937500 Penalty: 4357.020508
	Iteration 27Q: 3 clusters Score -928548.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -928568.500000 Penalty: 4357.020508
	Iteration 28Q: 3 clusters Score -928568.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -928596.125000 Penalty: 4357.020508
	Iteration 29Q: 3 clusters Score -928596.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -928635.000000 Penalty: 4357.020508
	Iteration 30Q: 3 clusters Score -928635 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -928680.125000 Penalty: 4357.020508
	Iteration 31Q: 3 clusters Score -928680.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -928725.937500 Penalty: 4357.020508
	Iteration 32Q: 3 clusters Score -928725.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -928753.062500 Penalty: 4357.020508
	Iteration 33Q: 3 clusters Score -928753.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -928768.687500 Penalty: 4357.020508
	Iteration 34Q: 3 clusters Score -928768.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -928780.375000 Penalty: 4357.020508
	Iteration 35Q: 3 clusters Score -928780.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -928788.437500 Penalty: 4357.020508
	Iteration 36Q: 3 clusters Score -928788.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -928794.625000 Penalty: 4357.020508
	Iteration 37Q: 3 clusters Score -928794.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -928797.750000 Penalty: 4357.020508
	Iteration 38Q: 3 clusters Score -928797.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -928800.687500 Penalty: 4357.020508
	Iteration 39Q: 3 clusters Score -928800.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -928802.937500 Penalty: 4357.020508
	Iteration 40F: 3 clusters Score -928802.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -928802.000000 Penalty: 4357.020508
	Iteration 41Q: 3 clusters Score -928802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -928804.062500 Penalty: 4357.020508
	Iteration 42Q: 3 clusters Score -928804.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -928805.625000 Penalty: 4357.020508
	Iteration 43Q: 3 clusters Score -928805.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -928806.375000 Penalty: 4357.020508
	Iteration 44Q: 3 clusters Score -928806.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -928807.187500 Penalty: 4357.020508
	Iteration 45Q: 3 clusters Score -928807.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -928808.500000 Penalty: 4357.020508
	Iteration 46Q: 3 clusters Score -928808.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -928812.562500 Penalty: 4357.020508
	Iteration 47Q: 3 clusters Score -928812.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -928812.187500 Penalty: 4357.020508
	Iteration 48Q: 3 clusters Score -928812.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -928814.250000 Penalty: 4357.020508
	Iteration 49Q: 3 clusters Score -928814.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -928813.312500 Penalty: 4357.020508
	Iteration 50Q: 3 clusters Score -928813.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -928816.187500 Penalty: 4357.020508
	Iteration 51Q: 3 clusters Score -928816.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -928814.375000 Penalty: 4357.020508
	Iteration 52Q: 3 clusters Score -928814.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -928814.375000 Penalty: 4357.020508
	Iteration 53F: 3 clusters Score -928814.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Entering Unmasked Estep 
Score: -6955032.000000 Penalty: 2690.008789
	Iteration 0F: 2 clusters Score -6955032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -6920515.500000 Penalty: 5380.017578
	Iteration 0F: 3 clusters Score -6920516 nChanged 23621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -6933849.000000 Penalty: 5380.017578
	Iteration 1F: 3 clusters Score -6933849 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -6934673.000000 Penalty: 5380.017578
	Iteration 2Q: 3 clusters Score -6934673 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -6935687.000000 Penalty: 5380.017578
	Iteration 3Q: 3 clusters Score -6935687 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -6937180.000000 Penalty: 5380.017578
	Iteration 4F: 3 clusters Score -6937180 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -6939182.500000 Penalty: 5380.017578
	Iteration 5F: 3 clusters Score -6939182 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -6941911.500000 Penalty: 5380.017578
	Iteration 6F: 3 clusters Score -6941912 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -6945113.500000 Penalty: 5380.017578
	Iteration 7F: 3 clusters Score -6945114 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -6948249.000000 Penalty: 5380.017578
	Iteration 8F: 3 clusters Score -6948249 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -6950786.000000 Penalty: 5380.017578
	Iteration 9Q: 3 clusters Score -6950786 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -6952035.500000 Penalty: 5380.017578
	Iteration 10Q: 3 clusters Score -6952036 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50468 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -6952567.500000 Penalty: 5380.017578
	Iteration 11Q: 3 clusters Score -6952568 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6952785.000000 Penalty: 5380.017578
	Iteration 12Q: 3 clusters Score -6952785 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50806 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6952885.500000 Penalty: 5380.017578
	Iteration 13Q: 3 clusters Score -6952886 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6952936.000000 Penalty: 5380.017578
	Iteration 14Q: 3 clusters Score -6952936 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6952973.500000 Penalty: 5380.017578
	Iteration 15Q: 3 clusters Score -6952974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6952987.500000 Penalty: 5380.017578
	Iteration 16Q: 3 clusters Score -6952988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6952996.000000 Penalty: 5380.017578
	Iteration 17Q: 3 clusters Score -6952996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6953005.500000 Penalty: 5380.017578
	Iteration 18Q: 3 clusters Score -6953006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6953007.000000 Penalty: 5380.017578
	Iteration 19Q: 3 clusters Score -6953007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6953007.000000 Penalty: 5380.017578
	Iteration 20F: 3 clusters Score -6953007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Entering Unmasked Estep 
Score: -2726013.750000 Penalty: 2456.696533
	Iteration 0F: 2 clusters Score -2726014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2711912.000000 Penalty: 4913.393066
	Iteration 0F: 3 clusters Score -2711912 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2716712.000000 Penalty: 4913.393066
	Iteration 1F: 3 clusters Score -2716712 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2717135.750000 Penalty: 4913.393066
	Iteration 2F: 3 clusters Score -2717136 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2717506.750000 Penalty: 4913.393066
	Iteration 3Q: 3 clusters Score -2717507 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2717842.500000 Penalty: 4913.393066
	Iteration 4Q: 3 clusters Score -2717842 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2718154.750000 Penalty: 4913.393066
	Iteration 5Q: 3 clusters Score -2718155 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2718498.250000 Penalty: 4913.393066
	Iteration 6Q: 3 clusters Score -2718498 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2718880.500000 Penalty: 4913.393066
	Iteration 7Q: 3 clusters Score -2718880 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2719282.500000 Penalty: 4913.393066
	Iteration 8Q: 3 clusters Score -2719282 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2719696.000000 Penalty: 4913.393066
	Iteration 9Q: 3 clusters Score -2719696 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2720136.500000 Penalty: 4913.393066
	Iteration 10Q: 3 clusters Score -2720136 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2720563.000000 Penalty: 4913.393066
	Iteration 11Q: 3 clusters Score -2720563 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2720981.250000 Penalty: 4913.393066
	Iteration 12Q: 3 clusters Score -2720981 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2721334.500000 Penalty: 4913.393066
	Iteration 13Q: 3 clusters Score -2721334 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2721651.750000 Penalty: 4913.393066
	Iteration 14Q: 3 clusters Score -2721652 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2721851.750000 Penalty: 4913.393066
	Iteration 15Q: 3 clusters Score -2721852 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2721991.750000 Penalty: 4913.393066
	Iteration 16Q: 3 clusters Score -2721992 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2722113.750000 Penalty: 4913.393066
	Iteration 17Q: 3 clusters Score -2722114 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2722216.000000 Penalty: 4913.393066
	Iteration 18Q: 3 clusters Score -2722216 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2722314.750000 Penalty: 4913.393066
	Iteration 19Q: 3 clusters Score -2722315 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2722412.000000 Penalty: 4913.393066
	Iteration 20F: 3 clusters Score -2722412 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2722504.500000 Penalty: 4913.393066
	Iteration 21Q: 3 clusters Score -2722504 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2722586.000000 Penalty: 4913.393066
	Iteration 22Q: 3 clusters Score -2722586 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2722647.000000 Penalty: 4913.393066
	Iteration 23Q: 3 clusters Score -2722647 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2722698.500000 Penalty: 4913.393066
	Iteration 24Q: 3 clusters Score -2722698 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2722766.250000 Penalty: 4913.393066
	Iteration 25Q: 3 clusters Score -2722766 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2722824.500000 Penalty: 4913.393066
	Iteration 26Q: 3 clusters Score -2722824 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2722887.750000 Penalty: 4913.393066
	Iteration 27Q: 3 clusters Score -2722888 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2722942.000000 Penalty: 4913.393066
	Iteration 28Q: 3 clusters Score -2722942 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2723009.500000 Penalty: 4913.393066
	Iteration 29Q: 3 clusters Score -2723010 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2723086.250000 Penalty: 4913.393066
	Iteration 30Q: 3 clusters Score -2723086 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2723162.000000 Penalty: 4913.393066
	Iteration 31Q: 3 clusters Score -2723162 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2723218.250000 Penalty: 4913.393066
	Iteration 32Q: 3 clusters Score -2723218 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2723301.000000 Penalty: 4913.393066
	Iteration 33Q: 3 clusters Score -2723301 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2723353.500000 Penalty: 4913.393066
	Iteration 34Q: 3 clusters Score -2723354 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2723427.000000 Penalty: 4913.393066
	Iteration 35Q: 3 clusters Score -2723427 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2723517.000000 Penalty: 4913.393066
	Iteration 36Q: 3 clusters Score -2723517 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2723589.000000 Penalty: 4913.393066
	Iteration 37Q: 3 clusters Score -2723589 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2723671.000000 Penalty: 4913.393066
	Iteration 38Q: 3 clusters Score -2723671 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2723736.500000 Penalty: 4913.393066
	Iteration 39Q: 3 clusters Score -2723736 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2723802.000000 Penalty: 4913.393066
	Iteration 40F: 3 clusters Score -2723802 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2723886.250000 Penalty: 4913.393066
	Iteration 41Q: 3 clusters Score -2723886 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2723935.000000 Penalty: 4913.393066
	Iteration 42Q: 3 clusters Score -2723935 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2723980.000000 Penalty: 4913.393066
	Iteration 43Q: 3 clusters Score -2723980 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2724013.500000 Penalty: 4913.393066
	Iteration 44Q: 3 clusters Score -2724014 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2724037.250000 Penalty: 4913.393066
	Iteration 45Q: 3 clusters Score -2724037 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2724074.000000 Penalty: 4913.393066
	Iteration 46Q: 3 clusters Score -2724074 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2724100.750000 Penalty: 4913.393066
	Iteration 47Q: 3 clusters Score -2724101 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2724118.750000 Penalty: 4913.393066
	Iteration 48Q: 3 clusters Score -2724119 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2724135.000000 Penalty: 4913.393066
	Iteration 49Q: 3 clusters Score -2724135 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2724151.500000 Penalty: 4913.393066
	Iteration 50Q: 3 clusters Score -2724152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2724164.750000 Penalty: 4913.393066
	Iteration 51Q: 3 clusters Score -2724165 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2724173.250000 Penalty: 4913.393066
	Iteration 52Q: 3 clusters Score -2724173 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2724181.500000 Penalty: 4913.393066
	Iteration 53Q: 3 clusters Score -2724182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2724188.750000 Penalty: 4913.393066
	Iteration 54Q: 3 clusters Score -2724189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2724192.250000 Penalty: 4913.393066
	Iteration 55Q: 3 clusters Score -2724192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -2724200.750000 Penalty: 4913.393066
	Iteration 56Q: 3 clusters Score -2724201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2724207.750000 Penalty: 4913.393066
	Iteration 57Q: 3 clusters Score -2724208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2724223.000000 Penalty: 4913.393066
	Iteration 58Q: 3 clusters Score -2724223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2724226.500000 Penalty: 4913.393066
	Iteration 59Q: 3 clusters Score -2724226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2724234.000000 Penalty: 4913.393066
	Iteration 60F: 3 clusters Score -2724234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2724237.000000 Penalty: 4913.393066
	Iteration 61Q: 3 clusters Score -2724237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2724248.500000 Penalty: 4913.393066
	Iteration 62Q: 3 clusters Score -2724248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2724260.000000 Penalty: 4913.393066
	Iteration 63Q: 3 clusters Score -2724260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2724263.500000 Penalty: 4913.393066
	Iteration 64Q: 3 clusters Score -2724264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2724264.250000 Penalty: 4913.393066
	Iteration 65Q: 3 clusters Score -2724264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2724265.500000 Penalty: 4913.393066
	Iteration 66Q: 3 clusters Score -2724266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2724269.750000 Penalty: 4913.393066
	Iteration 67Q: 3 clusters Score -2724270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2724271.500000 Penalty: 4913.393066
	Iteration 68Q: 3 clusters Score -2724272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2724274.750000 Penalty: 4913.393066
	Iteration 69Q: 3 clusters Score -2724275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2724274.750000 Penalty: 4913.393066
	Iteration 70Q: 3 clusters Score -2724275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2724276.750000 Penalty: 4913.393066
	Iteration 71Q: 3 clusters Score -2724277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2724282.000000 Penalty: 4913.393066
	Iteration 72Q: 3 clusters Score -2724282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2724285.500000 Penalty: 4913.393066
	Iteration 73Q: 3 clusters Score -2724286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2724284.750000 Penalty: 4913.393066
	Iteration 74Q: 3 clusters Score -2724285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2724283.250000 Penalty: 4913.393066
	Iteration 75Q: 3 clusters Score -2724283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2724284.250000 Penalty: 4913.393066
	Iteration 76Q: 3 clusters Score -2724284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2724290.000000 Penalty: 4913.393066
	Iteration 77Q: 3 clusters Score -2724290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2724287.750000 Penalty: 4913.393066
	Iteration 78Q: 3 clusters Score -2724288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2724290.000000 Penalty: 4913.393066
	Iteration 79Q: 3 clusters Score -2724290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2724290.250000 Penalty: 4913.393066
	Iteration 80F: 3 clusters Score -2724290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -2724291.750000 Penalty: 4913.393066
	Iteration 81Q: 3 clusters Score -2724292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2724290.000000 Penalty: 4913.393066
	Iteration 82Q: 3 clusters Score -2724290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2724293.000000 Penalty: 4913.393066
	Iteration 83Q: 3 clusters Score -2724293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2724294.750000 Penalty: 4913.393066
	Iteration 84Q: 3 clusters Score -2724295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2724295.250000 Penalty: 4913.393066
	Iteration 85Q: 3 clusters Score -2724295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2724297.750000 Penalty: 4913.393066
	Iteration 86Q: 3 clusters Score -2724298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2724299.750000 Penalty: 4913.393066
	Iteration 87Q: 3 clusters Score -2724300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2724299.750000 Penalty: 4913.393066
	Iteration 88F: 3 clusters Score -2724300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (139585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139585 members 
Entering Unmasked Estep 
Score: -19426508.000000 Penalty: 2937.914307
	Iteration 0F: 2 clusters Score -1.942651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69677 members 
Mstep: Class 2 contains 69908 members 
Entering Unmasked Estep 
Score: -19336632.000000 Penalty: 5875.828613
	Iteration 0F: 3 clusters Score -1.933663e+07 nChanged 66335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66854 members 
Mstep: Class 2 contains 72731 members 
Entering Unmasked Estep 
Score: -19375368.000000 Penalty: 5875.828613
	Iteration 1F: 3 clusters Score -1.937537e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65472 members 
Mstep: Class 2 contains 74113 members 
Entering Unmasked Estep 
Score: -19376674.000000 Penalty: 5875.828613
	Iteration 2Q: 3 clusters Score -1.937667e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63228 members 
Mstep: Class 2 contains 76357 members 
Entering Unmasked Estep 
Score: -19378370.000000 Penalty: 5875.828613
	Iteration 3Q: 3 clusters Score -1.937837e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59864 members 
Mstep: Class 2 contains 79721 members 
Entering Unmasked Estep 
Score: -19380370.000000 Penalty: 5875.828613
	Iteration 4Q: 3 clusters Score -1.938037e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 84398 members 
Entering Unmasked Estep 
Score: -19383464.000000 Penalty: 5875.828613
	Iteration 5Q: 3 clusters Score -1.938346e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 90564 members 
Entering Unmasked Estep 
Score: -19387950.000000 Penalty: 5875.828613
	Iteration 6F: 3 clusters Score -1.938795e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 98102 members 
Entering Unmasked Estep 
Score: -19394534.000000 Penalty: 5875.828613
	Iteration 7F: 3 clusters Score -1.939453e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 106345 members 
Entering Unmasked Estep 
Score: -19402302.000000 Penalty: 5875.828613
	Iteration 8F: 3 clusters Score -1.94023e+07 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 113925 members 
Entering Unmasked Estep 
Score: -19409350.000000 Penalty: 5875.828613
	Iteration 9F: 3 clusters Score -1.940935e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 119934 members 
Entering Unmasked Estep 
Score: -19414454.000000 Penalty: 5875.828613
	Iteration 10Q: 3 clusters Score -1.941445e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 124419 members 
Entering Unmasked Estep 
Score: -19417566.000000 Penalty: 5875.828613
	Iteration 11Q: 3 clusters Score -1.941757e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 127684 members 
Entering Unmasked Estep 
Score: -19419370.000000 Penalty: 5875.828613
	Iteration 12Q: 3 clusters Score -1.941937e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 130339 members 
Entering Unmasked Estep 
Score: -19420856.000000 Penalty: 5875.828613
	Iteration 13Q: 3 clusters Score -1.942086e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 132455 members 
Entering Unmasked Estep 
Score: -19421870.000000 Penalty: 5875.828613
	Iteration 14Q: 3 clusters Score -1.942187e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 134075 members 
Entering Unmasked Estep 
Score: -19422570.000000 Penalty: 5875.828613
	Iteration 15Q: 3 clusters Score -1.942257e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 135278 members 
Entering Unmasked Estep 
Score: -19423118.000000 Penalty: 5875.828613
	Iteration 16Q: 3 clusters Score -1.942312e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 136127 members 
Entering Unmasked Estep 
Score: -19423560.000000 Penalty: 5875.828613
	Iteration 17Q: 3 clusters Score -1.942356e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 136743 members 
Entering Unmasked Estep 
Score: -19423802.000000 Penalty: 5875.828613
	Iteration 18Q: 3 clusters Score -1.94238e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 137159 members 
Entering Unmasked Estep 
Score: -19424000.000000 Penalty: 5875.828613
	Iteration 19Q: 3 clusters Score -1.9424e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 137445 members 
Entering Unmasked Estep 
Score: -19424078.000000 Penalty: 5875.828613
	Iteration 20F: 3 clusters Score -1.942408e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 137642 members 
Entering Unmasked Estep 
Score: -19424200.000000 Penalty: 5875.828613
	Iteration 21Q: 3 clusters Score -1.94242e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 137784 members 
Entering Unmasked Estep 
Score: -19424238.000000 Penalty: 5875.828613
	Iteration 22Q: 3 clusters Score -1.942424e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 137875 members 
Entering Unmasked Estep 
Score: -19424286.000000 Penalty: 5875.828613
	Iteration 23Q: 3 clusters Score -1.942429e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 137972 members 
Entering Unmasked Estep 
Score: -19424294.000000 Penalty: 5875.828613
	Iteration 24Q: 3 clusters Score -1.942429e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 138048 members 
Entering Unmasked Estep 
Score: -19424348.000000 Penalty: 5875.828613
	Iteration 25Q: 3 clusters Score -1.942435e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 138090 members 
Entering Unmasked Estep 
Score: -19424354.000000 Penalty: 5875.828613
	Iteration 26Q: 3 clusters Score -1.942435e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 138133 members 
Entering Unmasked Estep 
Score: -19424372.000000 Penalty: 5875.828613
	Iteration 27Q: 3 clusters Score -1.942437e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 138152 members 
Entering Unmasked Estep 
Score: -19424398.000000 Penalty: 5875.828613
	Iteration 28Q: 3 clusters Score -1.94244e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 138173 members 
Entering Unmasked Estep 
Score: -19424440.000000 Penalty: 5875.828613
	Iteration 29Q: 3 clusters Score -1.942444e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 138185 members 
Entering Unmasked Estep 
Score: -19424450.000000 Penalty: 5875.828613
	Iteration 30Q: 3 clusters Score -1.942445e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 138204 members 
Entering Unmasked Estep 
Score: -19424462.000000 Penalty: 5875.828613
	Iteration 31Q: 3 clusters Score -1.942446e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 138219 members 
Entering Unmasked Estep 
Score: -19424500.000000 Penalty: 5875.828613
	Iteration 32Q: 3 clusters Score -1.94245e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 138230 members 
Entering Unmasked Estep 
Score: -19424474.000000 Penalty: 5875.828613
	Iteration 33Q: 3 clusters Score -1.942447e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 138237 members 
Entering Unmasked Estep 
Score: -19424486.000000 Penalty: 5875.828613
	Iteration 34Q: 3 clusters Score -1.942449e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 138245 members 
Entering Unmasked Estep 
Score: -19424492.000000 Penalty: 5875.828613
	Iteration 35Q: 3 clusters Score -1.942449e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 138248 members 
Entering Unmasked Estep 
Score: -19424474.000000 Penalty: 5875.828613
	Iteration 36Q: 3 clusters Score -1.942447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 138256 members 
Entering Unmasked Estep 
Score: -19424480.000000 Penalty: 5875.828613
	Iteration 37Q: 3 clusters Score -1.942448e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 138262 members 
Entering Unmasked Estep 
Score: -19424498.000000 Penalty: 5875.828613
	Iteration 38Q: 3 clusters Score -1.94245e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 138261 members 
Entering Unmasked Estep 
Score: -19424498.000000 Penalty: 5875.828613
	Iteration 39Q: 3 clusters Score -1.94245e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 138262 members 
Entering Unmasked Estep 
Score: -19424502.000000 Penalty: 5875.828613
	Iteration 40F: 3 clusters Score -1.94245e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 138261 members 
Entering Unmasked Estep 
Score: -19424520.000000 Penalty: 5875.828613
	Iteration 41Q: 3 clusters Score -1.942452e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 138263 members 
Entering Unmasked Estep 
Score: -19424520.000000 Penalty: 5875.828613
	Iteration 42Q: 3 clusters Score -1.942452e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 138261 members 
Entering Unmasked Estep 
Score: -19424514.000000 Penalty: 5875.828613
	Iteration 43Q: 3 clusters Score -1.942451e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 138259 members 
Entering Unmasked Estep 
Score: -19424544.000000 Penalty: 5875.828613
	Iteration 44Q: 3 clusters Score -1.942454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 138261 members 
Entering Unmasked Estep 
Score: -19424546.000000 Penalty: 5875.828613
	Iteration 45Q: 3 clusters Score -1.942455e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 138265 members 
Entering Unmasked Estep 
Score: -19424528.000000 Penalty: 5875.828613
	Iteration 46Q: 3 clusters Score -1.942453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 138262 members 
Entering Unmasked Estep 
Score: -19424532.000000 Penalty: 5875.828613
	Iteration 47Q: 3 clusters Score -1.942453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 138262 members 
Entering Unmasked Estep 
Score: -19424530.000000 Penalty: 5875.828613
	Iteration 48Q: 3 clusters Score -1.942453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 138261 members 
Entering Unmasked Estep 
Score: -19424524.000000 Penalty: 5875.828613
	Iteration 49Q: 3 clusters Score -1.942452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 138261 members 
Entering Unmasked Estep 
Score: -19424542.000000 Penalty: 5875.828613
	Iteration 50Q: 3 clusters Score -1.942454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 138262 members 
Entering Unmasked Estep 
Score: -19424534.000000 Penalty: 5875.828613
	Iteration 51Q: 3 clusters Score -1.942453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 138261 members 
Entering Unmasked Estep 
Score: -19424536.000000 Penalty: 5875.828613
	Iteration 52Q: 3 clusters Score -1.942454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 138260 members 
Entering Unmasked Estep 
Score: -19424544.000000 Penalty: 5875.828613
	Iteration 53Q: 3 clusters Score -1.942454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 138258 members 
Entering Unmasked Estep 
Score: -19424546.000000 Penalty: 5875.828613
	Iteration 54Q: 3 clusters Score -1.942455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 138257 members 
Entering Unmasked Estep 
Score: -19424530.000000 Penalty: 5875.828613
	Iteration 55Q: 3 clusters Score -1.942453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 138257 members 
Entering Unmasked Estep 
Score: -19424534.000000 Penalty: 5875.828613
	Iteration 56Q: 3 clusters Score -1.942453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 138262 members 
Entering Unmasked Estep 
Score: -19424524.000000 Penalty: 5875.828613
	Iteration 57Q: 3 clusters Score -1.942452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 138266 members 
Entering Unmasked Estep 
Score: -19424532.000000 Penalty: 5875.828613
	Iteration 58Q: 3 clusters Score -1.942453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 138264 members 
Entering Unmasked Estep 
Score: -19424542.000000 Penalty: 5875.828613
	Iteration 59Q: 3 clusters Score -1.942454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 138269 members 
Entering Unmasked Estep 
Score: -19424542.000000 Penalty: 5875.828613
	Iteration 60F: 3 clusters Score -1.942454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 138273 members 
Entering Unmasked Estep 
Score: -19424538.000000 Penalty: 5875.828613
	Iteration 61Q: 3 clusters Score -1.942454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 138272 members 
Entering Unmasked Estep 
Score: -19424540.000000 Penalty: 5875.828613
	Iteration 62Q: 3 clusters Score -1.942454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 138273 members 
Entering Unmasked Estep 
Score: -19424542.000000 Penalty: 5875.828613
	Iteration 63Q: 3 clusters Score -1.942454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 138271 members 
Entering Unmasked Estep 
Score: -19424538.000000 Penalty: 5875.828613
	Iteration 64Q: 3 clusters Score -1.942454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 138268 members 
Entering Unmasked Estep 
Score: -19424540.000000 Penalty: 5875.828613
	Iteration 65Q: 3 clusters Score -1.942454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 138266 members 
Entering Unmasked Estep 
Score: -19424536.000000 Penalty: 5875.828613
	Iteration 66Q: 3 clusters Score -1.942454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 138268 members 
Entering Unmasked Estep 
Score: -19424554.000000 Penalty: 5875.828613
	Iteration 67Q: 3 clusters Score -1.942455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 138273 members 
Entering Unmasked Estep 
Score: -19424564.000000 Penalty: 5875.828613
	Iteration 68Q: 3 clusters Score -1.942456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 138276 members 
Entering Unmasked Estep 
Score: -19424560.000000 Penalty: 5875.828613
	Iteration 69Q: 3 clusters Score -1.942456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 138279 members 
Entering Unmasked Estep 
Score: -19424564.000000 Penalty: 5875.828613
	Iteration 70Q: 3 clusters Score -1.942456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 138280 members 
Entering Unmasked Estep 
Score: -19424562.000000 Penalty: 5875.828613
	Iteration 71Q: 3 clusters Score -1.942456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 138281 members 
Entering Unmasked Estep 
Score: -19424548.000000 Penalty: 5875.828613
	Iteration 72Q: 3 clusters Score -1.942455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 138284 members 
Entering Unmasked Estep 
Score: -19424556.000000 Penalty: 5875.828613
	Iteration 73Q: 3 clusters Score -1.942456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 138285 members 
Entering Unmasked Estep 
Score: -19424576.000000 Penalty: 5875.828613
	Iteration 74Q: 3 clusters Score -1.942458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 138287 members 
Entering Unmasked Estep 
Score: -19424588.000000 Penalty: 5875.828613
	Iteration 75Q: 3 clusters Score -1.942459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 138295 members 
Entering Unmasked Estep 
Score: -19424584.000000 Penalty: 5875.828613
	Iteration 76Q: 3 clusters Score -1.942458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 138298 members 
Entering Unmasked Estep 
Score: -19424586.000000 Penalty: 5875.828613
	Iteration 77Q: 3 clusters Score -1.942459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 138303 members 
Entering Unmasked Estep 
Score: -19424586.000000 Penalty: 5875.828613
	Iteration 78Q: 3 clusters Score -1.942459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 138304 members 
Entering Unmasked Estep 
Score: -19424592.000000 Penalty: 5875.828613
	Iteration 79Q: 3 clusters Score -1.942459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 138306 members 
Entering Unmasked Estep 
Score: -19424594.000000 Penalty: 5875.828613
	Iteration 80F: 3 clusters Score -1.942459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 138306 members 
Entering Unmasked Estep 
Score: -19424594.000000 Penalty: 5875.828613
	Iteration 81Q: 3 clusters Score -1.942459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 138307 members 
Entering Unmasked Estep 
Score: -19424592.000000 Penalty: 5875.828613
	Iteration 82Q: 3 clusters Score -1.942459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 138307 members 
Entering Unmasked Estep 
Score: -19424584.000000 Penalty: 5875.828613
	Iteration 83Q: 3 clusters Score -1.942458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 138306 members 
Entering Unmasked Estep 
Score: -19424604.000000 Penalty: 5875.828613
	Iteration 84Q: 3 clusters Score -1.94246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 138306 members 
Entering Unmasked Estep 
Score: -19424592.000000 Penalty: 5875.828613
	Iteration 85Q: 3 clusters Score -1.942459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 138306 members 
Entering Unmasked Estep 
Score: -19424592.000000 Penalty: 5875.828613
	Iteration 86F: 3 clusters Score -1.942459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Entering Unmasked Estep 
Score: -1185958.375000 Penalty: 2254.510498
	Iteration 0F: 2 clusters Score -1185958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1179040.875000 Penalty: 4509.020996
	Iteration 0F: 3 clusters Score -1179041 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1181046.125000 Penalty: 4509.020996
	Iteration 1F: 3 clusters Score -1181046 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1181574.500000 Penalty: 4509.020996
	Iteration 2F: 3 clusters Score -1181574 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1182261.500000 Penalty: 4509.020996
	Iteration 3F: 3 clusters Score -1182262 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1183080.250000 Penalty: 4509.020996
	Iteration 4F: 3 clusters Score -1183080 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1183907.500000 Penalty: 4509.020996
	Iteration 5F: 3 clusters Score -1183908 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1184642.125000 Penalty: 4509.020996
	Iteration 6F: 3 clusters Score -1184642 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1185179.125000 Penalty: 4509.020996
	Iteration 7F: 3 clusters Score -1185179 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1185494.375000 Penalty: 4509.020996
	Iteration 8Q: 3 clusters Score -1185494 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1185678.375000 Penalty: 4509.020996
	Iteration 9Q: 3 clusters Score -1185678 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1185769.250000 Penalty: 4509.020996
	Iteration 10Q: 3 clusters Score -1185769 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1185844.875000 Penalty: 4509.020996
	Iteration 11Q: 3 clusters Score -1185845 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1185906.750000 Penalty: 4509.020996
	Iteration 12Q: 3 clusters Score -1185907 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1185949.250000 Penalty: 4509.020996
	Iteration 13Q: 3 clusters Score -1185949 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1185978.500000 Penalty: 4509.020996
	Iteration 14Q: 3 clusters Score -1185978 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1185998.625000 Penalty: 4509.020996
	Iteration 15Q: 3 clusters Score -1185999 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1186014.375000 Penalty: 4509.020996
	Iteration 16Q: 3 clusters Score -1186014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1186023.875000 Penalty: 4509.020996
	Iteration 17Q: 3 clusters Score -1186024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1186030.625000 Penalty: 4509.020996
	Iteration 18Q: 3 clusters Score -1186031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1186036.500000 Penalty: 4509.020996
	Iteration 19Q: 3 clusters Score -1186036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1186039.000000 Penalty: 4509.020996
	Iteration 20F: 3 clusters Score -1186039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1186039.875000 Penalty: 4509.020996
	Iteration 21Q: 3 clusters Score -1186040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1186041.250000 Penalty: 4509.020996
	Iteration 22Q: 3 clusters Score -1186041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1186042.375000 Penalty: 4509.020996
	Iteration 23Q: 3 clusters Score -1186042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1186042.250000 Penalty: 4509.020996
	Iteration 24Q: 3 clusters Score -1186042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1186040.750000 Penalty: 4509.020996
	Iteration 25Q: 3 clusters Score -1186041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1186040.750000 Penalty: 4509.020996
	Iteration 26F: 3 clusters Score -1186041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2660 members 
Mstep: Class 3 contains 173003 members 
Mstep: Class 4 contains 7206 members 
Mstep: Class 5 contains 128903 members 
Mstep: Class 6 contains 6531 members 
Mstep: Class 7 contains 51370 members 
Mstep: Class 8 contains 20051 members 
Mstep: Class 9 contains 139585 members 
Mstep: Class 10 contains 5143 members 
Mstep: Class 11 contains 21538 members 
Mstep: Class 12 contains 53313 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 42091 members 
Mstep: Class 15 contains 14235 members 
Mstep: Class 16 contains 9251 members 
Mstep: Class 17 contains 5104 members 
Mstep: Class 18 contains 8918 members 
Mstep: Class 19 contains 47547 members 
Mstep: Class 20 contains 140054 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 118028 members 
Mstep: Class 23 contains 5549 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 34008 members 
Mstep: Class 26 contains 6180 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 3730 members 
Entering Unmasked Estep 
Score: -142908800.000000 Penalty: 96296.875000
Splitting cluster 10 changes total score from -142909712.000000 to -142908800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (21538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Entering Unmasked Estep 
Score: -2806180.750000 Penalty: 2474.438477
	Iteration 0F: 2 clusters Score -2806181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2791171.250000 Penalty: 4948.876953
	Iteration 0F: 3 clusters Score -2791171 nChanged 9461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2796557.000000 Penalty: 4948.876953
	Iteration 1F: 3 clusters Score -2796557 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2797365.750000 Penalty: 4948.876953
	Iteration 2F: 3 clusters Score -2797366 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2798182.750000 Penalty: 4948.876953
	Iteration 3F: 3 clusters Score -2798183 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2799077.250000 Penalty: 4948.876953
	Iteration 4F: 3 clusters Score -2799077 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2799921.500000 Penalty: 4948.876953
	Iteration 5F: 3 clusters Score -2799922 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2800783.000000 Penalty: 4948.876953
	Iteration 6F: 3 clusters Score -2800783 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2801638.750000 Penalty: 4948.876953
	Iteration 7F: 3 clusters Score -2801639 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2802461.500000 Penalty: 4948.876953
	Iteration 8F: 3 clusters Score -2802462 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2803204.750000 Penalty: 4948.876953
	Iteration 9Q: 3 clusters Score -2803205 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2803863.000000 Penalty: 4948.876953
	Iteration 10Q: 3 clusters Score -2803863 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2804354.250000 Penalty: 4948.876953
	Iteration 11Q: 3 clusters Score -2804354 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2804697.250000 Penalty: 4948.876953
	Iteration 12Q: 3 clusters Score -2804697 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2804992.500000 Penalty: 4948.876953
	Iteration 13Q: 3 clusters Score -2804992 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2805216.750000 Penalty: 4948.876953
	Iteration 14Q: 3 clusters Score -2805217 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2805383.750000 Penalty: 4948.876953
	Iteration 15Q: 3 clusters Score -2805384 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2805513.000000 Penalty: 4948.876953
	Iteration 16Q: 3 clusters Score -2805513 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2805608.250000 Penalty: 4948.876953
	Iteration 17Q: 3 clusters Score -2805608 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2805662.250000 Penalty: 4948.876953
	Iteration 18Q: 3 clusters Score -2805662 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2805716.500000 Penalty: 4948.876953
	Iteration 19Q: 3 clusters Score -2805716 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2805758.750000 Penalty: 4948.876953
	Iteration 20F: 3 clusters Score -2805759 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2805789.000000 Penalty: 4948.876953
	Iteration 21Q: 3 clusters Score -2805789 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2805801.250000 Penalty: 4948.876953
	Iteration 22Q: 3 clusters Score -2805801 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -2805823.500000 Penalty: 4948.876953
	Iteration 23Q: 3 clusters Score -2805824 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2805839.000000 Penalty: 4948.876953
	Iteration 24Q: 3 clusters Score -2805839 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2805855.750000 Penalty: 4948.876953
	Iteration 25Q: 3 clusters Score -2805856 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -2805874.750000 Penalty: 4948.876953
	Iteration 26Q: 3 clusters Score -2805875 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2805879.750000 Penalty: 4948.876953
	Iteration 27Q: 3 clusters Score -2805880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2805888.000000 Penalty: 4948.876953
	Iteration 28Q: 3 clusters Score -2805888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2805892.500000 Penalty: 4948.876953
	Iteration 29Q: 3 clusters Score -2805892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2805900.750000 Penalty: 4948.876953
	Iteration 30Q: 3 clusters Score -2805901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2805902.250000 Penalty: 4948.876953
	Iteration 31Q: 3 clusters Score -2805902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2805906.000000 Penalty: 4948.876953
	Iteration 32Q: 3 clusters Score -2805906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2805910.250000 Penalty: 4948.876953
	Iteration 33Q: 3 clusters Score -2805910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2805910.500000 Penalty: 4948.876953
	Iteration 34Q: 3 clusters Score -2805910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2805910.500000 Penalty: 4948.876953
	Iteration 35Q: 3 clusters Score -2805910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2805911.250000 Penalty: 4948.876953
	Iteration 36Q: 3 clusters Score -2805911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2805910.250000 Penalty: 4948.876953
	Iteration 37Q: 3 clusters Score -2805910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2805908.000000 Penalty: 4948.876953
	Iteration 38Q: 3 clusters Score -2805908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2805908.000000 Penalty: 4948.876953
	Iteration 39Q: 3 clusters Score -2805908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2805912.500000 Penalty: 4948.876953
	Iteration 40F: 3 clusters Score -2805912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2805917.500000 Penalty: 4948.876953
	Iteration 41Q: 3 clusters Score -2805918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2805918.750000 Penalty: 4948.876953
	Iteration 42Q: 3 clusters Score -2805919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2805911.250000 Penalty: 4948.876953
	Iteration 43Q: 3 clusters Score -2805911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2805915.250000 Penalty: 4948.876953
	Iteration 44Q: 3 clusters Score -2805915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2805915.250000 Penalty: 4948.876953
	Iteration 45F: 3 clusters Score -2805915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (53313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53313 members 
Entering Unmasked Estep 
Score: -7489666.000000 Penalty: 2699.216064
	Iteration 0F: 2 clusters Score -7489666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -7453871.000000 Penalty: 5398.432129
	Iteration 0F: 3 clusters Score -7453871 nChanged 24636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -7467979.000000 Penalty: 5398.432129
	Iteration 1F: 3 clusters Score -7467979 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -7469060.500000 Penalty: 5398.432129
	Iteration 2Q: 3 clusters Score -7469060 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -7470390.000000 Penalty: 5398.432129
	Iteration 3F: 3 clusters Score -7470390 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -7471930.500000 Penalty: 5398.432129
	Iteration 4F: 3 clusters Score -7471930 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -7473585.000000 Penalty: 5398.432129
	Iteration 5F: 3 clusters Score -7473585 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -7475656.000000 Penalty: 5398.432129
	Iteration 6F: 3 clusters Score -7475656 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -7477990.000000 Penalty: 5398.432129
	Iteration 7F: 3 clusters Score -7477990 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -7479889.500000 Penalty: 5398.432129
	Iteration 8F: 3 clusters Score -7479890 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -7480867.500000 Penalty: 5398.432129
	Iteration 9Q: 3 clusters Score -7480868 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -7481251.500000 Penalty: 5398.432129
	Iteration 10Q: 3 clusters Score -7481252 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -7481434.500000 Penalty: 5398.432129
	Iteration 11Q: 3 clusters Score -7481434 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -7481499.500000 Penalty: 5398.432129
	Iteration 12Q: 3 clusters Score -7481500 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -7481583.000000 Penalty: 5398.432129
	Iteration 13Q: 3 clusters Score -7481583 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -7481646.500000 Penalty: 5398.432129
	Iteration 14Q: 3 clusters Score -7481646 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -7481729.500000 Penalty: 5398.432129
	Iteration 15Q: 3 clusters Score -7481730 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -7481764.500000 Penalty: 5398.432129
	Iteration 16Q: 3 clusters Score -7481764 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -7481817.500000 Penalty: 5398.432129
	Iteration 17Q: 3 clusters Score -7481818 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -7481884.000000 Penalty: 5398.432129
	Iteration 18Q: 3 clusters Score -7481884 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -7481936.000000 Penalty: 5398.432129
	Iteration 19Q: 3 clusters Score -7481936 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -7481981.500000 Penalty: 5398.432129
	Iteration 20F: 3 clusters Score -7481982 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -7482059.000000 Penalty: 5398.432129
	Iteration 21Q: 3 clusters Score -7482059 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -7482090.500000 Penalty: 5398.432129
	Iteration 22Q: 3 clusters Score -7482090 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -7482145.500000 Penalty: 5398.432129
	Iteration 23Q: 3 clusters Score -7482146 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -7482177.000000 Penalty: 5398.432129
	Iteration 24Q: 3 clusters Score -7482177 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -7482222.500000 Penalty: 5398.432129
	Iteration 25Q: 3 clusters Score -7482222 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -7482277.000000 Penalty: 5398.432129
	Iteration 26Q: 3 clusters Score -7482277 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -7482285.500000 Penalty: 5398.432129
	Iteration 27Q: 3 clusters Score -7482286 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -7482319.000000 Penalty: 5398.432129
	Iteration 28Q: 3 clusters Score -7482319 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -7482345.500000 Penalty: 5398.432129
	Iteration 29Q: 3 clusters Score -7482346 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -7482370.000000 Penalty: 5398.432129
	Iteration 30Q: 3 clusters Score -7482370 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -7482406.500000 Penalty: 5398.432129
	Iteration 31Q: 3 clusters Score -7482406 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -7482430.500000 Penalty: 5398.432129
	Iteration 32Q: 3 clusters Score -7482430 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -7482468.000000 Penalty: 5398.432129
	Iteration 33Q: 3 clusters Score -7482468 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -7482531.500000 Penalty: 5398.432129
	Iteration 34Q: 3 clusters Score -7482532 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -7482543.000000 Penalty: 5398.432129
	Iteration 35Q: 3 clusters Score -7482543 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -7482570.000000 Penalty: 5398.432129
	Iteration 36Q: 3 clusters Score -7482570 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -7482636.000000 Penalty: 5398.432129
	Iteration 37Q: 3 clusters Score -7482636 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -7482647.000000 Penalty: 5398.432129
	Iteration 38Q: 3 clusters Score -7482647 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -7482697.000000 Penalty: 5398.432129
	Iteration 39Q: 3 clusters Score -7482697 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -7482723.000000 Penalty: 5398.432129
	Iteration 40F: 3 clusters Score -7482723 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -7482742.000000 Penalty: 5398.432129
	Iteration 41Q: 3 clusters Score -7482742 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -7482755.500000 Penalty: 5398.432129
	Iteration 42Q: 3 clusters Score -7482756 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -7482808.000000 Penalty: 5398.432129
	Iteration 43Q: 3 clusters Score -7482808 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -7482861.500000 Penalty: 5398.432129
	Iteration 44Q: 3 clusters Score -7482862 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -7482933.500000 Penalty: 5398.432129
	Iteration 45Q: 3 clusters Score -7482934 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -7483017.500000 Penalty: 5398.432129
	Iteration 46Q: 3 clusters Score -7483018 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -7483024.500000 Penalty: 5398.432129
	Iteration 47Q: 3 clusters Score -7483024 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -7483075.000000 Penalty: 5398.432129
	Iteration 48Q: 3 clusters Score -7483075 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -7483131.500000 Penalty: 5398.432129
	Iteration 49Q: 3 clusters Score -7483132 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -7483206.500000 Penalty: 5398.432129
	Iteration 50Q: 3 clusters Score -7483206 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -7483275.500000 Penalty: 5398.432129
	Iteration 51Q: 3 clusters Score -7483276 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -7483388.500000 Penalty: 5398.432129
	Iteration 52Q: 3 clusters Score -7483388 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -7483454.500000 Penalty: 5398.432129
	Iteration 53Q: 3 clusters Score -7483454 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -7483513.000000 Penalty: 5398.432129
	Iteration 54Q: 3 clusters Score -7483513 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -7483592.500000 Penalty: 5398.432129
	Iteration 55Q: 3 clusters Score -7483592 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -7483727.500000 Penalty: 5398.432129
	Iteration 56Q: 3 clusters Score -7483728 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -7483859.500000 Penalty: 5398.432129
	Iteration 57Q: 3 clusters Score -7483860 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -7484022.000000 Penalty: 5398.432129
	Iteration 58Q: 3 clusters Score -7484022 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -7484199.000000 Penalty: 5398.432129
	Iteration 59Q: 3 clusters Score -7484199 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -7484354.500000 Penalty: 5398.432129
	Iteration 60F: 3 clusters Score -7484354 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -7484518.000000 Penalty: 5398.432129
	Iteration 61Q: 3 clusters Score -7484518 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -7484667.500000 Penalty: 5398.432129
	Iteration 62Q: 3 clusters Score -7484668 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -7484873.500000 Penalty: 5398.432129
	Iteration 63Q: 3 clusters Score -7484874 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -7485053.000000 Penalty: 5398.432129
	Iteration 64Q: 3 clusters Score -7485053 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -7485289.500000 Penalty: 5398.432129
	Iteration 65Q: 3 clusters Score -7485290 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -7485497.500000 Penalty: 5398.432129
	Iteration 66Q: 3 clusters Score -7485498 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -7485729.500000 Penalty: 5398.432129
	Iteration 67Q: 3 clusters Score -7485730 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -7485933.500000 Penalty: 5398.432129
	Iteration 68Q: 3 clusters Score -7485934 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -7486107.000000 Penalty: 5398.432129
	Iteration 69Q: 3 clusters Score -7486107 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
Score: -7486268.500000 Penalty: 5398.432129
	Iteration 70Q: 3 clusters Score -7486268 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -7486427.000000 Penalty: 5398.432129
	Iteration 71Q: 3 clusters Score -7486427 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -7486534.000000 Penalty: 5398.432129
	Iteration 72Q: 3 clusters Score -7486534 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -7486672.500000 Penalty: 5398.432129
	Iteration 73Q: 3 clusters Score -7486672 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -7486769.500000 Penalty: 5398.432129
	Iteration 74Q: 3 clusters Score -7486770 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 51242 members 
Entering Unmasked Estep 
Score: -7486845.000000 Penalty: 5398.432129
	Iteration 75Q: 3 clusters Score -7486845 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 51428 members 
Entering Unmasked Estep 
Score: -7486938.000000 Penalty: 5398.432129
	Iteration 76Q: 3 clusters Score -7486938 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -7487022.500000 Penalty: 5398.432129
	Iteration 77Q: 3 clusters Score -7487022 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -7487079.000000 Penalty: 5398.432129
	Iteration 78Q: 3 clusters Score -7487079 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -7487162.000000 Penalty: 5398.432129
	Iteration 79Q: 3 clusters Score -7487162 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 51967 members 
Entering Unmasked Estep 
Score: -7487223.000000 Penalty: 5398.432129
	Iteration 80F: 3 clusters Score -7487223 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -7487258.500000 Penalty: 5398.432129
	Iteration 81Q: 3 clusters Score -7487258 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -7487284.500000 Penalty: 5398.432129
	Iteration 82Q: 3 clusters Score -7487284 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -7487305.500000 Penalty: 5398.432129
	Iteration 83Q: 3 clusters Score -7487306 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 52232 members 
Entering Unmasked Estep 
Score: -7487319.500000 Penalty: 5398.432129
	Iteration 84Q: 3 clusters Score -7487320 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 52268 members 
Entering Unmasked Estep 
Score: -7487353.500000 Penalty: 5398.432129
	Iteration 85Q: 3 clusters Score -7487354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -7487371.000000 Penalty: 5398.432129
	Iteration 86Q: 3 clusters Score -7487371 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 52340 members 
Entering Unmasked Estep 
Score: -7487384.000000 Penalty: 5398.432129
	Iteration 87Q: 3 clusters Score -7487384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 52361 members 
Entering Unmasked Estep 
Score: -7487387.500000 Penalty: 5398.432129
	Iteration 88Q: 3 clusters Score -7487388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -7487387.500000 Penalty: 5398.432129
	Iteration 89Q: 3 clusters Score -7487388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 52374 members 
Entering Unmasked Estep 
Score: -7487392.000000 Penalty: 5398.432129
	Iteration 90Q: 3 clusters Score -7487392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -7487406.000000 Penalty: 5398.432129
	Iteration 91Q: 3 clusters Score -7487406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -7487407.500000 Penalty: 5398.432129
	Iteration 92Q: 3 clusters Score -7487408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
Score: -7487419.000000 Penalty: 5398.432129
	Iteration 93Q: 3 clusters Score -7487419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -7487413.500000 Penalty: 5398.432129
	Iteration 94Q: 3 clusters Score -7487414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
Score: -7487419.000000 Penalty: 5398.432129
	Iteration 95Q: 3 clusters Score -7487419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 52430 members 
Entering Unmasked Estep 
Score: -7487422.500000 Penalty: 5398.432129
	Iteration 96Q: 3 clusters Score -7487422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 52432 members 
Entering Unmasked Estep 
Score: -7487421.500000 Penalty: 5398.432129
	Iteration 97Q: 3 clusters Score -7487422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 52435 members 
Entering Unmasked Estep 
Score: -7487430.000000 Penalty: 5398.432129
	Iteration 98Q: 3 clusters Score -7487430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 52439 members 
Entering Unmasked Estep 
Score: -7487426.000000 Penalty: 5398.432129
	Iteration 99Q: 3 clusters Score -7487426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
Score: -7487425.500000 Penalty: 5398.432129
	Iteration 100F: 3 clusters Score -7487426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -7487433.500000 Penalty: 5398.432129
	Iteration 101Q: 3 clusters Score -7487434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -7487442.500000 Penalty: 5398.432129
	Iteration 102Q: 3 clusters Score -7487442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -7487443.500000 Penalty: 5398.432129
	Iteration 103Q: 3 clusters Score -7487444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 52461 members 
Entering Unmasked Estep 
Score: -7487438.500000 Penalty: 5398.432129
	Iteration 104Q: 3 clusters Score -7487438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 52462 members 
Entering Unmasked Estep 
Score: -7487443.000000 Penalty: 5398.432129
	Iteration 105Q: 3 clusters Score -7487443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 52462 members 
Entering Unmasked Estep 
Score: -7487443.000000 Penalty: 5398.432129
	Iteration 106F: 3 clusters Score -7487443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Entering Unmasked Estep 
Score: -73996.273438 Penalty: 1582.270386
	Iteration 0F: 2 clusters Score -73996.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -72390.070312 Penalty: 3164.540771
	Iteration 0F: 3 clusters Score -72390.07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -72659.796875 Penalty: 3164.540771
	Iteration 1F: 3 clusters Score -72659.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -72743.046875 Penalty: 3164.540771
	Iteration 2F: 3 clusters Score -72743.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -72786.984375 Penalty: 3164.540771
	Iteration 3Q: 3 clusters Score -72786.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72806.078125 Penalty: 3164.540771
	Iteration 4Q: 3 clusters Score -72806.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -72824.765625 Penalty: 3164.540771
	Iteration 5Q: 3 clusters Score -72824.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72829.445312 Penalty: 3164.540771
	Iteration 6Q: 3 clusters Score -72829.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -72833.398438 Penalty: 3164.540771
	Iteration 7Q: 3 clusters Score -72833.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -72836.156250 Penalty: 3164.540771
	Iteration 8Q: 3 clusters Score -72836.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -72837.500000 Penalty: 3164.540771
	Iteration 9Q: 3 clusters Score -72837.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -72844.242188 Penalty: 3164.540771
	Iteration 10Q: 3 clusters Score -72844.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -72849.148438 Penalty: 3164.540771
	Iteration 11Q: 3 clusters Score -72849.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72850.664062 Penalty: 3164.540771
	Iteration 12Q: 3 clusters Score -72850.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -72851.554688 Penalty: 3164.540771
	Iteration 13Q: 3 clusters Score -72851.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -72854.125000 Penalty: 3164.540771
	Iteration 14Q: 3 clusters Score -72854.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -72872.242188 Penalty: 3164.540771
	Iteration 15Q: 3 clusters Score -72872.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -72893.835938 Penalty: 3164.540771
	Iteration 16Q: 3 clusters Score -72893.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -72910.796875 Penalty: 3164.540771
	Iteration 17Q: 3 clusters Score -72910.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -72931.125000 Penalty: 3164.540771
	Iteration 18Q: 3 clusters Score -72931.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -72938.695312 Penalty: 3164.540771
	Iteration 19Q: 3 clusters Score -72938.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -72942.851562 Penalty: 3164.540771
	Iteration 20F: 3 clusters Score -72942.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -72946.039062 Penalty: 3164.540771
	Iteration 21Q: 3 clusters Score -72946.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72951.750000 Penalty: 3164.540771
	Iteration 22Q: 3 clusters Score -72951.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -72955.289062 Penalty: 3164.540771
	Iteration 23Q: 3 clusters Score -72955.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -72958.445312 Penalty: 3164.540771
	Iteration 24Q: 3 clusters Score -72958.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -72962.390625 Penalty: 3164.540771
	Iteration 25Q: 3 clusters Score -72962.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -72962.390625 Penalty: 3164.540771
	Iteration 26F: 3 clusters Score -72962.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Entering Unmasked Estep 
Score: -5709527.000000 Penalty: 2640.602051
	Iteration 0F: 2 clusters Score -5709527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -5681088.500000 Penalty: 5281.204102
	Iteration 0F: 3 clusters Score -5681088 nChanged 19347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -5691756.500000 Penalty: 5281.204102
	Iteration 1F: 3 clusters Score -5691756 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -5692435.000000 Penalty: 5281.204102
	Iteration 2Q: 3 clusters Score -5692435 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -5693241.000000 Penalty: 5281.204102
	Iteration 3Q: 3 clusters Score -5693241 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -5694343.500000 Penalty: 5281.204102
	Iteration 4Q: 3 clusters Score -5694344 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -5695806.000000 Penalty: 5281.204102
	Iteration 5F: 3 clusters Score -5695806 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -5697483.500000 Penalty: 5281.204102
	Iteration 6F: 3 clusters Score -5697484 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -5699248.500000 Penalty: 5281.204102
	Iteration 7F: 3 clusters Score -5699248 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -5700918.500000 Penalty: 5281.204102
	Iteration 8F: 3 clusters Score -5700918 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -5702526.000000 Penalty: 5281.204102
	Iteration 9F: 3 clusters Score -5702526 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -5703904.500000 Penalty: 5281.204102
	Iteration 10Q: 3 clusters Score -5703904 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -5705094.500000 Penalty: 5281.204102
	Iteration 11Q: 3 clusters Score -5705094 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -5706083.000000 Penalty: 5281.204102
	Iteration 12Q: 3 clusters Score -5706083 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -5706748.000000 Penalty: 5281.204102
	Iteration 13Q: 3 clusters Score -5706748 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -5707177.500000 Penalty: 5281.204102
	Iteration 14Q: 3 clusters Score -5707178 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -5707437.000000 Penalty: 5281.204102
	Iteration 15Q: 3 clusters Score -5707437 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -5707656.000000 Penalty: 5281.204102
	Iteration 16Q: 3 clusters Score -5707656 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -5707803.000000 Penalty: 5281.204102
	Iteration 17Q: 3 clusters Score -5707803 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -5707953.500000 Penalty: 5281.204102
	Iteration 18Q: 3 clusters Score -5707954 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -5708093.500000 Penalty: 5281.204102
	Iteration 19Q: 3 clusters Score -5708094 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -5708264.500000 Penalty: 5281.204102
	Iteration 20F: 3 clusters Score -5708264 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -5708397.000000 Penalty: 5281.204102
	Iteration 21Q: 3 clusters Score -5708397 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -5708509.500000 Penalty: 5281.204102
	Iteration 22Q: 3 clusters Score -5708510 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -5708643.500000 Penalty: 5281.204102
	Iteration 23Q: 3 clusters Score -5708644 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -5708767.000000 Penalty: 5281.204102
	Iteration 24Q: 3 clusters Score -5708767 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -5708856.500000 Penalty: 5281.204102
	Iteration 25Q: 3 clusters Score -5708856 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -5708966.500000 Penalty: 5281.204102
	Iteration 26Q: 3 clusters Score -5708966 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -5709128.500000 Penalty: 5281.204102
	Iteration 27Q: 3 clusters Score -5709128 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -5709345.500000 Penalty: 5281.204102
	Iteration 28Q: 3 clusters Score -5709346 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -5709550.500000 Penalty: 5281.204102
	Iteration 29Q: 3 clusters Score -5709550 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -5709742.000000 Penalty: 5281.204102
	Iteration 30Q: 3 clusters Score -5709742 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -5709934.500000 Penalty: 5281.204102
	Iteration 31Q: 3 clusters Score -5709934 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -5710110.500000 Penalty: 5281.204102
	Iteration 32Q: 3 clusters Score -5710110 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -5710259.000000 Penalty: 5281.204102
	Iteration 33Q: 3 clusters Score -5710259 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -5710377.500000 Penalty: 5281.204102
	Iteration 34Q: 3 clusters Score -5710378 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -5710413.000000 Penalty: 5281.204102
	Iteration 35Q: 3 clusters Score -5710413 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -5710501.500000 Penalty: 5281.204102
	Iteration 36Q: 3 clusters Score -5710502 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -5710558.000000 Penalty: 5281.204102
	Iteration 37Q: 3 clusters Score -5710558 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -5710590.500000 Penalty: 5281.204102
	Iteration 38Q: 3 clusters Score -5710590 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -5710603.500000 Penalty: 5281.204102
	Iteration 39Q: 3 clusters Score -5710604 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -5710628.500000 Penalty: 5281.204102
	Iteration 40F: 3 clusters Score -5710628 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -5710623.000000 Penalty: 5281.204102
	Iteration 41Q: 3 clusters Score -5710623 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -5710645.000000 Penalty: 5281.204102
	Iteration 42Q: 3 clusters Score -5710645 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -5710647.500000 Penalty: 5281.204102
	Iteration 43Q: 3 clusters Score -5710648 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -5710667.000000 Penalty: 5281.204102
	Iteration 44Q: 3 clusters Score -5710667 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -5710678.000000 Penalty: 5281.204102
	Iteration 45Q: 3 clusters Score -5710678 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -5710677.000000 Penalty: 5281.204102
	Iteration 46Q: 3 clusters Score -5710677 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -5710676.500000 Penalty: 5281.204102
	Iteration 47Q: 3 clusters Score -5710676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -5710683.500000 Penalty: 5281.204102
	Iteration 48Q: 3 clusters Score -5710684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -5710671.500000 Penalty: 5281.204102
	Iteration 49Q: 3 clusters Score -5710672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -5710676.000000 Penalty: 5281.204102
	Iteration 50Q: 3 clusters Score -5710676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -5710673.500000 Penalty: 5281.204102
	Iteration 51Q: 3 clusters Score -5710674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -5710678.500000 Penalty: 5281.204102
	Iteration 52Q: 3 clusters Score -5710678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -5710669.000000 Penalty: 5281.204102
	Iteration 53Q: 3 clusters Score -5710669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -5710671.000000 Penalty: 5281.204102
	Iteration 54Q: 3 clusters Score -5710671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -5710657.000000 Penalty: 5281.204102
	Iteration 55Q: 3 clusters Score -5710657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -5710665.500000 Penalty: 5281.204102
	Iteration 56Q: 3 clusters Score -5710666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -5710661.000000 Penalty: 5281.204102
	Iteration 57Q: 3 clusters Score -5710661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -5710659.000000 Penalty: 5281.204102
	Iteration 58Q: 3 clusters Score -5710659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -5710665.500000 Penalty: 5281.204102
	Iteration 59Q: 3 clusters Score -5710666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -5710659.500000 Penalty: 5281.204102
	Iteration 60F: 3 clusters Score -5710660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -5710655.500000 Penalty: 5281.204102
	Iteration 61Q: 3 clusters Score -5710656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -5710669.500000 Penalty: 5281.204102
	Iteration 62Q: 3 clusters Score -5710670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -5710672.500000 Penalty: 5281.204102
	Iteration 63Q: 3 clusters Score -5710672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -5710672.500000 Penalty: 5281.204102
	Iteration 64F: 3 clusters Score -5710672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2660 members 
Mstep: Class 3 contains 173003 members 
Mstep: Class 4 contains 7206 members 
Mstep: Class 5 contains 128903 members 
Mstep: Class 6 contains 6531 members 
Mstep: Class 7 contains 51370 members 
Mstep: Class 8 contains 20051 members 
Mstep: Class 9 contains 139585 members 
Mstep: Class 10 contains 8873 members 
Mstep: Class 11 contains 21538 members 
Mstep: Class 12 contains 53313 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 28185 members 
Mstep: Class 15 contains 14235 members 
Mstep: Class 16 contains 9251 members 
Mstep: Class 17 contains 5104 members 
Mstep: Class 18 contains 8918 members 
Mstep: Class 19 contains 47547 members 
Mstep: Class 20 contains 140054 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 118028 members 
Mstep: Class 23 contains 5549 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 34008 members 
Mstep: Class 26 contains 6180 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 13906 members 
Entering Unmasked Estep 
Score: -142910576.000000 Penalty: 96296.875000
Splitting cluster 14 changes total score from -142909712.000000 to -142910576.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (14235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Entering Unmasked Estep 
Score: -2034138.375000 Penalty: 2371.738037
	Iteration 0F: 2 clusters Score -2034138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2023797.250000 Penalty: 4743.476074
	Iteration 0F: 3 clusters Score -2023797 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2026990.375000 Penalty: 4743.476074
	Iteration 1F: 3 clusters Score -2026990 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2027287.375000 Penalty: 4743.476074
	Iteration 2F: 3 clusters Score -2027287 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2027489.750000 Penalty: 4743.476074
	Iteration 3Q: 3 clusters Score -2027490 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2027645.250000 Penalty: 4743.476074
	Iteration 4Q: 3 clusters Score -2027645 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2027791.125000 Penalty: 4743.476074
	Iteration 5Q: 3 clusters Score -2027791 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2027946.000000 Penalty: 4743.476074
	Iteration 6Q: 3 clusters Score -2027946 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2028142.125000 Penalty: 4743.476074
	Iteration 7Q: 3 clusters Score -2028142 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2028356.500000 Penalty: 4743.476074
	Iteration 8Q: 3 clusters Score -2028356 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2028629.375000 Penalty: 4743.476074
	Iteration 9Q: 3 clusters Score -2028629 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2028984.625000 Penalty: 4743.476074
	Iteration 10Q: 3 clusters Score -2028985 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2029436.125000 Penalty: 4743.476074
	Iteration 11Q: 3 clusters Score -2029436 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2029948.750000 Penalty: 4743.476074
	Iteration 12Q: 3 clusters Score -2029949 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2030528.750000 Penalty: 4743.476074
	Iteration 13Q: 3 clusters Score -2030529 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2031037.125000 Penalty: 4743.476074
	Iteration 14Q: 3 clusters Score -2031037 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2031404.625000 Penalty: 4743.476074
	Iteration 15Q: 3 clusters Score -2031405 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2031616.250000 Penalty: 4743.476074
	Iteration 16Q: 3 clusters Score -2031616 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2031757.000000 Penalty: 4743.476074
	Iteration 17Q: 3 clusters Score -2031757 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2031867.750000 Penalty: 4743.476074
	Iteration 18Q: 3 clusters Score -2031868 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2031929.125000 Penalty: 4743.476074
	Iteration 19Q: 3 clusters Score -2031929 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2031970.625000 Penalty: 4743.476074
	Iteration 20F: 3 clusters Score -2031971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -2031998.125000 Penalty: 4743.476074
	Iteration 21Q: 3 clusters Score -2031998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -2032014.500000 Penalty: 4743.476074
	Iteration 22Q: 3 clusters Score -2032014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2032020.625000 Penalty: 4743.476074
	Iteration 23Q: 3 clusters Score -2032021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -2032028.000000 Penalty: 4743.476074
	Iteration 24Q: 3 clusters Score -2032028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2032032.375000 Penalty: 4743.476074
	Iteration 25Q: 3 clusters Score -2032032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2032033.250000 Penalty: 4743.476074
	Iteration 26Q: 3 clusters Score -2032033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2032035.375000 Penalty: 4743.476074
	Iteration 27Q: 3 clusters Score -2032035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2032036.875000 Penalty: 4743.476074
	Iteration 28Q: 3 clusters Score -2032037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2032039.250000 Penalty: 4743.476074
	Iteration 29Q: 3 clusters Score -2032039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2032039.250000 Penalty: 4743.476074
	Iteration 30F: 3 clusters Score -2032039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Entering Unmasked Estep 
Score: -1244637.750000 Penalty: 2264.856934
	Iteration 0F: 2 clusters Score -1244638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1237433.875000 Penalty: 4529.713867
	Iteration 0F: 3 clusters Score -1237434 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1239779.625000 Penalty: 4529.713867
	Iteration 1F: 3 clusters Score -1239780 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1240272.000000 Penalty: 4529.713867
	Iteration 2F: 3 clusters Score -1240272 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1240690.125000 Penalty: 4529.713867
	Iteration 3F: 3 clusters Score -1240690 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1241088.125000 Penalty: 4529.713867
	Iteration 4F: 3 clusters Score -1241088 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1241450.000000 Penalty: 4529.713867
	Iteration 5F: 3 clusters Score -1241450 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1241821.500000 Penalty: 4529.713867
	Iteration 6F: 3 clusters Score -1241822 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1242216.375000 Penalty: 4529.713867
	Iteration 7Q: 3 clusters Score -1242216 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1242578.500000 Penalty: 4529.713867
	Iteration 8Q: 3 clusters Score -1242578 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1242876.250000 Penalty: 4529.713867
	Iteration 9Q: 3 clusters Score -1242876 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1243092.500000 Penalty: 4529.713867
	Iteration 10Q: 3 clusters Score -1243092 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1243234.125000 Penalty: 4529.713867
	Iteration 11Q: 3 clusters Score -1243234 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1243339.500000 Penalty: 4529.713867
	Iteration 12Q: 3 clusters Score -1243340 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1243400.750000 Penalty: 4529.713867
	Iteration 13Q: 3 clusters Score -1243401 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1243448.500000 Penalty: 4529.713867
	Iteration 14Q: 3 clusters Score -1243448 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1243492.375000 Penalty: 4529.713867
	Iteration 15Q: 3 clusters Score -1243492 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1243534.125000 Penalty: 4529.713867
	Iteration 16Q: 3 clusters Score -1243534 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1243551.500000 Penalty: 4529.713867
	Iteration 17Q: 3 clusters Score -1243552 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1243573.000000 Penalty: 4529.713867
	Iteration 18Q: 3 clusters Score -1243573 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1243588.500000 Penalty: 4529.713867
	Iteration 19Q: 3 clusters Score -1243588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1243600.125000 Penalty: 4529.713867
	Iteration 20F: 3 clusters Score -1243600 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1243610.125000 Penalty: 4529.713867
	Iteration 21Q: 3 clusters Score -1243610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1243618.500000 Penalty: 4529.713867
	Iteration 22Q: 3 clusters Score -1243618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1243627.750000 Penalty: 4529.713867
	Iteration 23Q: 3 clusters Score -1243628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1243633.000000 Penalty: 4529.713867
	Iteration 24Q: 3 clusters Score -1243633 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1243637.375000 Penalty: 4529.713867
	Iteration 25Q: 3 clusters Score -1243637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1243637.750000 Penalty: 4529.713867
	Iteration 26Q: 3 clusters Score -1243638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1243639.375000 Penalty: 4529.713867
	Iteration 27Q: 3 clusters Score -1243639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1243644.375000 Penalty: 4529.713867
	Iteration 28Q: 3 clusters Score -1243644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1243643.375000 Penalty: 4529.713867
	Iteration 29Q: 3 clusters Score -1243643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1243646.250000 Penalty: 4529.713867
	Iteration 30Q: 3 clusters Score -1243646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1243646.125000 Penalty: 4529.713867
	Iteration 31Q: 3 clusters Score -1243646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1243649.875000 Penalty: 4529.713867
	Iteration 32Q: 3 clusters Score -1243650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1243651.500000 Penalty: 4529.713867
	Iteration 33Q: 3 clusters Score -1243652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1243650.000000 Penalty: 4529.713867
	Iteration 34Q: 3 clusters Score -1243650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1243650.000000 Penalty: 4529.713867
	Iteration 35Q: 3 clusters Score -1243650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1243651.875000 Penalty: 4529.713867
	Iteration 36Q: 3 clusters Score -1243652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1243653.375000 Penalty: 4529.713867
	Iteration 37Q: 3 clusters Score -1243653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1243653.375000 Penalty: 4529.713867
	Iteration 38F: 3 clusters Score -1243653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Entering Unmasked Estep 
Score: -699594.125000 Penalty: 2117.369385
	Iteration 0F: 2 clusters Score -699594.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -694979.375000 Penalty: 4234.738770
	Iteration 0F: 3 clusters Score -694979.4 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -696075.437500 Penalty: 4234.738770
	Iteration 1F: 3 clusters Score -696075.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -696319.187500 Penalty: 4234.738770
	Iteration 2F: 3 clusters Score -696319.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -696485.750000 Penalty: 4234.738770
	Iteration 3F: 3 clusters Score -696485.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -696611.625000 Penalty: 4234.738770
	Iteration 4Q: 3 clusters Score -696611.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -696742.312500 Penalty: 4234.738770
	Iteration 5Q: 3 clusters Score -696742.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -696896.062500 Penalty: 4234.738770
	Iteration 6Q: 3 clusters Score -696896.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -697058.062500 Penalty: 4234.738770
	Iteration 7Q: 3 clusters Score -697058.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -697199.812500 Penalty: 4234.738770
	Iteration 8Q: 3 clusters Score -697199.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -697336.437500 Penalty: 4234.738770
	Iteration 9Q: 3 clusters Score -697336.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -697472.812500 Penalty: 4234.738770
	Iteration 10Q: 3 clusters Score -697472.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -697624.125000 Penalty: 4234.738770
	Iteration 11Q: 3 clusters Score -697624.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -697781.562500 Penalty: 4234.738770
	Iteration 12Q: 3 clusters Score -697781.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -697922.187500 Penalty: 4234.738770
	Iteration 13Q: 3 clusters Score -697922.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -698047.437500 Penalty: 4234.738770
	Iteration 14Q: 3 clusters Score -698047.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -698157.500000 Penalty: 4234.738770
	Iteration 15Q: 3 clusters Score -698157.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -698248.062500 Penalty: 4234.738770
	Iteration 16Q: 3 clusters Score -698248.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -698332.375000 Penalty: 4234.738770
	Iteration 17Q: 3 clusters Score -698332.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -698398.375000 Penalty: 4234.738770
	Iteration 18Q: 3 clusters Score -698398.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -698435.812500 Penalty: 4234.738770
	Iteration 19Q: 3 clusters Score -698435.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -698455.687500 Penalty: 4234.738770
	Iteration 20F: 3 clusters Score -698455.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -698468.375000 Penalty: 4234.738770
	Iteration 21Q: 3 clusters Score -698468.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -698482.437500 Penalty: 4234.738770
	Iteration 22Q: 3 clusters Score -698482.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -698495.562500 Penalty: 4234.738770
	Iteration 23Q: 3 clusters Score -698495.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -698505.375000 Penalty: 4234.738770
	Iteration 24Q: 3 clusters Score -698505.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -698511.312500 Penalty: 4234.738770
	Iteration 25Q: 3 clusters Score -698511.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -698516.375000 Penalty: 4234.738770
	Iteration 26Q: 3 clusters Score -698516.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -698519.187500 Penalty: 4234.738770
	Iteration 27Q: 3 clusters Score -698519.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -698523.312500 Penalty: 4234.738770
	Iteration 28Q: 3 clusters Score -698523.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -698525.875000 Penalty: 4234.738770
	Iteration 29Q: 3 clusters Score -698525.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -698527.312500 Penalty: 4234.738770
	Iteration 30Q: 3 clusters Score -698527.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -698527.062500 Penalty: 4234.738770
	Iteration 31Q: 3 clusters Score -698527.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -698527.062500 Penalty: 4234.738770
	Iteration 32F: 3 clusters Score -698527.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Entering Unmasked Estep 
Score: -1225215.000000 Penalty: 2255.765137
	Iteration 0F: 2 clusters Score -1225215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1218247.625000 Penalty: 4511.530273
	Iteration 0F: 3 clusters Score -1218248 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1220283.875000 Penalty: 4511.530273
	Iteration 1F: 3 clusters Score -1220284 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1220639.500000 Penalty: 4511.530273
	Iteration 2F: 3 clusters Score -1220640 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1220916.625000 Penalty: 4511.530273
	Iteration 3F: 3 clusters Score -1220917 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1221183.500000 Penalty: 4511.530273
	Iteration 4F: 3 clusters Score -1221184 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1221455.250000 Penalty: 4511.530273
	Iteration 5Q: 3 clusters Score -1221455 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1221729.000000 Penalty: 4511.530273
	Iteration 6Q: 3 clusters Score -1221729 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1221992.125000 Penalty: 4511.530273
	Iteration 7Q: 3 clusters Score -1221992 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1222236.625000 Penalty: 4511.530273
	Iteration 8Q: 3 clusters Score -1222237 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1222458.625000 Penalty: 4511.530273
	Iteration 9Q: 3 clusters Score -1222459 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1222666.000000 Penalty: 4511.530273
	Iteration 10Q: 3 clusters Score -1222666 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1222835.750000 Penalty: 4511.530273
	Iteration 11Q: 3 clusters Score -1222836 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1222982.250000 Penalty: 4511.530273
	Iteration 12Q: 3 clusters Score -1222982 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1223117.875000 Penalty: 4511.530273
	Iteration 13Q: 3 clusters Score -1223118 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1223220.125000 Penalty: 4511.530273
	Iteration 14Q: 3 clusters Score -1223220 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1223278.000000 Penalty: 4511.530273
	Iteration 15Q: 3 clusters Score -1223278 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1223326.125000 Penalty: 4511.530273
	Iteration 16Q: 3 clusters Score -1223326 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1223371.250000 Penalty: 4511.530273
	Iteration 17Q: 3 clusters Score -1223371 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1223401.375000 Penalty: 4511.530273
	Iteration 18Q: 3 clusters Score -1223401 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1223421.125000 Penalty: 4511.530273
	Iteration 19Q: 3 clusters Score -1223421 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1223435.375000 Penalty: 4511.530273
	Iteration 20F: 3 clusters Score -1223435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1223443.750000 Penalty: 4511.530273
	Iteration 21Q: 3 clusters Score -1223444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1223450.000000 Penalty: 4511.530273
	Iteration 22Q: 3 clusters Score -1223450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1223456.875000 Penalty: 4511.530273
	Iteration 23Q: 3 clusters Score -1223457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1223460.625000 Penalty: 4511.530273
	Iteration 24Q: 3 clusters Score -1223461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1223470.875000 Penalty: 4511.530273
	Iteration 25Q: 3 clusters Score -1223471 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1223480.250000 Penalty: 4511.530273
	Iteration 26Q: 3 clusters Score -1223480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1223486.625000 Penalty: 4511.530273
	Iteration 27Q: 3 clusters Score -1223487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1223490.625000 Penalty: 4511.530273
	Iteration 28Q: 3 clusters Score -1223491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1223494.375000 Penalty: 4511.530273
	Iteration 29Q: 3 clusters Score -1223494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1223495.875000 Penalty: 4511.530273
	Iteration 30Q: 3 clusters Score -1223496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1223498.000000 Penalty: 4511.530273
	Iteration 31Q: 3 clusters Score -1223498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1223499.875000 Penalty: 4511.530273
	Iteration 32Q: 3 clusters Score -1223500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1223498.375000 Penalty: 4511.530273
	Iteration 33Q: 3 clusters Score -1223498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1223498.375000 Penalty: 4511.530273
	Iteration 34Q: 3 clusters Score -1223498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1223499.250000 Penalty: 4511.530273
	Iteration 35Q: 3 clusters Score -1223499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1223501.125000 Penalty: 4511.530273
	Iteration 36Q: 3 clusters Score -1223501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1223501.500000 Penalty: 4511.530273
	Iteration 37Q: 3 clusters Score -1223502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1223503.750000 Penalty: 4511.530273
	Iteration 38Q: 3 clusters Score -1223504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1223502.250000 Penalty: 4511.530273
	Iteration 39Q: 3 clusters Score -1223502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1223502.750000 Penalty: 4511.530273
	Iteration 40F: 3 clusters Score -1223503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1223502.875000 Penalty: 4511.530273
	Iteration 41Q: 3 clusters Score -1223503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1223502.625000 Penalty: 4511.530273
	Iteration 42Q: 3 clusters Score -1223503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1223504.250000 Penalty: 4511.530273
	Iteration 43Q: 3 clusters Score -1223504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1223502.750000 Penalty: 4511.530273
	Iteration 44Q: 3 clusters Score -1223503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1223505.750000 Penalty: 4511.530273
	Iteration 45Q: 3 clusters Score -1223506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1223506.875000 Penalty: 4511.530273
	Iteration 46Q: 3 clusters Score -1223507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1223505.750000 Penalty: 4511.530273
	Iteration 47Q: 3 clusters Score -1223506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1223505.750000 Penalty: 4511.530273
	Iteration 48F: 3 clusters Score -1223506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (47547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Entering Unmasked Estep 
Score: -6553568.000000 Penalty: 2670.829590
	Iteration 0F: 2 clusters Score -6553568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -6521329.500000 Penalty: 5341.659180
	Iteration 0F: 3 clusters Score -6521330 nChanged 21972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -6533687.500000 Penalty: 5341.659180
	Iteration 1F: 3 clusters Score -6533688 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -6534222.000000 Penalty: 5341.659180
	Iteration 2Q: 3 clusters Score -6534222 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -6534750.000000 Penalty: 5341.659180
	Iteration 3Q: 3 clusters Score -6534750 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -6535362.500000 Penalty: 5341.659180
	Iteration 4Q: 3 clusters Score -6535362 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -6536187.500000 Penalty: 5341.659180
	Iteration 5Q: 3 clusters Score -6536188 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -6537332.500000 Penalty: 5341.659180
	Iteration 6Q: 3 clusters Score -6537332 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -6539045.000000 Penalty: 5341.659180
	Iteration 7F: 3 clusters Score -6539045 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -6541379.000000 Penalty: 5341.659180
	Iteration 8F: 3 clusters Score -6541379 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -6544261.500000 Penalty: 5341.659180
	Iteration 9F: 3 clusters Score -6544262 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -6547023.000000 Penalty: 5341.659180
	Iteration 10F: 3 clusters Score -6547023 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -6549051.000000 Penalty: 5341.659180
	Iteration 11Q: 3 clusters Score -6549051 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -6550246.500000 Penalty: 5341.659180
	Iteration 12Q: 3 clusters Score -6550246 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6550821.000000 Penalty: 5341.659180
	Iteration 13Q: 3 clusters Score -6550821 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6551067.000000 Penalty: 5341.659180
	Iteration 14Q: 3 clusters Score -6551067 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6551199.000000 Penalty: 5341.659180
	Iteration 15Q: 3 clusters Score -6551199 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6551259.000000 Penalty: 5341.659180
	Iteration 16Q: 3 clusters Score -6551259 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6551284.500000 Penalty: 5341.659180
	Iteration 17Q: 3 clusters Score -6551284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6551299.500000 Penalty: 5341.659180
	Iteration 18Q: 3 clusters Score -6551300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6551307.000000 Penalty: 5341.659180
	Iteration 19Q: 3 clusters Score -6551307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6551309.000000 Penalty: 5341.659180
	Iteration 20F: 3 clusters Score -6551309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6551316.500000 Penalty: 5341.659180
	Iteration 21Q: 3 clusters Score -6551316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6551323.000000 Penalty: 5341.659180
	Iteration 22Q: 3 clusters Score -6551323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6551325.000000 Penalty: 5341.659180
	Iteration 23Q: 3 clusters Score -6551325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6551321.000000 Penalty: 5341.659180
	Iteration 24Q: 3 clusters Score -6551321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6551321.000000 Penalty: 5341.659180
	Iteration 25F: 3 clusters Score -6551321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (140054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140054 members 
Entering Unmasked Estep 
Score: -19399992.000000 Penalty: 2938.746094
	Iteration 0F: 2 clusters Score -1.939999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70283 members 
Mstep: Class 2 contains 69771 members 
Entering Unmasked Estep 
Score: -19308406.000000 Penalty: 5877.492188
	Iteration 0F: 3 clusters Score -1.930841e+07 nChanged 66774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74363 members 
Mstep: Class 2 contains 65691 members 
Entering Unmasked Estep 
Score: -19347016.000000 Penalty: 5877.492188
	Iteration 1F: 3 clusters Score -1.934702e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77089 members 
Mstep: Class 2 contains 62965 members 
Entering Unmasked Estep 
Score: -19348210.000000 Penalty: 5877.492188
	Iteration 2Q: 3 clusters Score -1.934821e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81149 members 
Mstep: Class 2 contains 58905 members 
Entering Unmasked Estep 
Score: -19350166.000000 Penalty: 5877.492188
	Iteration 3Q: 3 clusters Score -1.935017e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87105 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
Score: -19353438.000000 Penalty: 5877.492188
	Iteration 4F: 3 clusters Score -1.935344e+07 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95473 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -19359314.000000 Penalty: 5877.492188
	Iteration 5F: 3 clusters Score -1.935931e+07 nChanged 10989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105966 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -19367708.000000 Penalty: 5877.492188
	Iteration 6F: 3 clusters Score -1.936771e+07 nChanged 11744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117436 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -19378148.000000 Penalty: 5877.492188
	Iteration 7F: 3 clusters Score -1.937815e+07 nChanged 10270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127630 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -19387628.000000 Penalty: 5877.492188
	Iteration 8F: 3 clusters Score -1.938763e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134247 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -19393122.000000 Penalty: 5877.492188
	Iteration 9Q: 3 clusters Score -1.939312e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137437 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -19395684.000000 Penalty: 5877.492188
	Iteration 10Q: 3 clusters Score -1.939568e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138668 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -19396784.000000 Penalty: 5877.492188
	Iteration 11Q: 3 clusters Score -1.939678e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139079 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -19397208.000000 Penalty: 5877.492188
	Iteration 12Q: 3 clusters Score -1.939721e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139204 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -19397402.000000 Penalty: 5877.492188
	Iteration 13Q: 3 clusters Score -1.93974e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139264 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -19397524.000000 Penalty: 5877.492188
	Iteration 14Q: 3 clusters Score -1.939752e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139293 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -19397596.000000 Penalty: 5877.492188
	Iteration 15Q: 3 clusters Score -1.93976e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139314 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -19397620.000000 Penalty: 5877.492188
	Iteration 16Q: 3 clusters Score -1.939762e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139322 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -19397630.000000 Penalty: 5877.492188
	Iteration 17Q: 3 clusters Score -1.939763e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139329 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -19397654.000000 Penalty: 5877.492188
	Iteration 18Q: 3 clusters Score -1.939765e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139334 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -19397662.000000 Penalty: 5877.492188
	Iteration 19Q: 3 clusters Score -1.939766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139338 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -19397660.000000 Penalty: 5877.492188
	Iteration 20F: 3 clusters Score -1.939766e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139346 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -19397676.000000 Penalty: 5877.492188
	Iteration 21Q: 3 clusters Score -1.939768e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139351 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -19397688.000000 Penalty: 5877.492188
	Iteration 22Q: 3 clusters Score -1.939769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139353 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -19397678.000000 Penalty: 5877.492188
	Iteration 23Q: 3 clusters Score -1.939768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139354 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -19397692.000000 Penalty: 5877.492188
	Iteration 24Q: 3 clusters Score -1.939769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139354 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -19397686.000000 Penalty: 5877.492188
	Iteration 25Q: 3 clusters Score -1.939769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139354 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -19397684.000000 Penalty: 5877.492188
	Iteration 26Q: 3 clusters Score -1.939768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139353 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -19397692.000000 Penalty: 5877.492188
	Iteration 27Q: 3 clusters Score -1.939769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139353 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -19397692.000000 Penalty: 5877.492188
	Iteration 28F: 3 clusters Score -1.939769e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -63578.722656 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -63578.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -62107.730469 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -62107.73 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -62336.558594 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -62336.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -62405.820312 Penalty: 3097.106689
	Iteration 2Q: 3 clusters Score -62405.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -62422.406250 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -62422.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62432.402344 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -62432.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -62442.214844 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -62442.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -62454.082031 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -62454.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -62458.164062 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -62458.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -62460.839844 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -62460.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -62465.074219 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -62465.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -62467.816406 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -62467.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62470.371094 Penalty: 3097.106689
	Iteration 11Q: 3 clusters Score -62470.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62476.171875 Penalty: 3097.106689
	Iteration 12Q: 3 clusters Score -62476.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62482.089844 Penalty: 3097.106689
	Iteration 13Q: 3 clusters Score -62482.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -62495.085938 Penalty: 3097.106689
	Iteration 14Q: 3 clusters Score -62495.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -62503.718750 Penalty: 3097.106689
	Iteration 15Q: 3 clusters Score -62503.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -62507.855469 Penalty: 3097.106689
	Iteration 16Q: 3 clusters Score -62507.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -62515.609375 Penalty: 3097.106689
	Iteration 17Q: 3 clusters Score -62515.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -62523.882812 Penalty: 3097.106689
	Iteration 18Q: 3 clusters Score -62523.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -62526.871094 Penalty: 3097.106689
	Iteration 19Q: 3 clusters Score -62526.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -62526.871094 Penalty: 3097.106689
	Iteration 20F: 3 clusters Score -62526.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (118028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118028 members 
Entering Unmasked Estep 
Score: -16444146.000000 Penalty: 2896.312012
	Iteration 0F: 2 clusters Score -1.644415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 59133 members 
Entering Unmasked Estep 
Score: -16365494.000000 Penalty: 5792.624023
	Iteration 0F: 3 clusters Score -1.636549e+07 nChanged 56161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57886 members 
Mstep: Class 2 contains 60142 members 
Entering Unmasked Estep 
Score: -16398387.000000 Penalty: 5792.624023
	Iteration 1F: 3 clusters Score -1.639839e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 60602 members 
Entering Unmasked Estep 
Score: -16399779.000000 Penalty: 5792.624023
	Iteration 2Q: 3 clusters Score -1.639978e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56669 members 
Mstep: Class 2 contains 61359 members 
Entering Unmasked Estep 
Score: -16402106.000000 Penalty: 5792.624023
	Iteration 3Q: 3 clusters Score -1.640211e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55727 members 
Mstep: Class 2 contains 62301 members 
Entering Unmasked Estep 
Score: -16405349.000000 Penalty: 5792.624023
	Iteration 4Q: 3 clusters Score -1.640535e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 63220 members 
Entering Unmasked Estep 
Score: -16409802.000000 Penalty: 5792.624023
	Iteration 5F: 3 clusters Score -1.64098e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 63844 members 
Entering Unmasked Estep 
Score: -16414764.000000 Penalty: 5792.624023
	Iteration 6F: 3 clusters Score -1.641476e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53893 members 
Mstep: Class 2 contains 64135 members 
Entering Unmasked Estep 
Score: -16420504.000000 Penalty: 5792.624023
	Iteration 7F: 3 clusters Score -1.64205e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 63906 members 
Entering Unmasked Estep 
Score: -16424858.000000 Penalty: 5792.624023
	Iteration 8F: 3 clusters Score -1.642486e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 63597 members 
Entering Unmasked Estep 
Score: -16426956.000000 Penalty: 5792.624023
	Iteration 9Q: 3 clusters Score -1.642696e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54878 members 
Mstep: Class 2 contains 63150 members 
Entering Unmasked Estep 
Score: -16428276.000000 Penalty: 5792.624023
	Iteration 10Q: 3 clusters Score -1.642828e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -16429403.000000 Penalty: 5792.624023
	Iteration 11Q: 3 clusters Score -1.64294e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56080 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -16430335.000000 Penalty: 5792.624023
	Iteration 12Q: 3 clusters Score -1.643034e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 61349 members 
Entering Unmasked Estep 
Score: -16431736.000000 Penalty: 5792.624023
	Iteration 13Q: 3 clusters Score -1.643174e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57251 members 
Mstep: Class 2 contains 60777 members 
Entering Unmasked Estep 
Score: -16433182.000000 Penalty: 5792.624023
	Iteration 14Q: 3 clusters Score -1.643318e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 60382 members 
Entering Unmasked Estep 
Score: -16434849.000000 Penalty: 5792.624023
	Iteration 15Q: 3 clusters Score -1.643485e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57692 members 
Mstep: Class 2 contains 60336 members 
Entering Unmasked Estep 
Score: -16436340.000000 Penalty: 5792.624023
	Iteration 16Q: 3 clusters Score -1.643634e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57512 members 
Mstep: Class 2 contains 60516 members 
Entering Unmasked Estep 
Score: -16437622.000000 Penalty: 5792.624023
	Iteration 17Q: 3 clusters Score -1.643762e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57022 members 
Mstep: Class 2 contains 61006 members 
Entering Unmasked Estep 
Score: -16438706.000000 Penalty: 5792.624023
	Iteration 18Q: 3 clusters Score -1.643871e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56275 members 
Mstep: Class 2 contains 61753 members 
Entering Unmasked Estep 
Score: -16439734.000000 Penalty: 5792.624023
	Iteration 19Q: 3 clusters Score -1.643973e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -16440674.000000 Penalty: 5792.624023
	Iteration 20F: 3 clusters Score -1.644067e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54085 members 
Mstep: Class 2 contains 63943 members 
Entering Unmasked Estep 
Score: -16441540.000000 Penalty: 5792.624023
	Iteration 21Q: 3 clusters Score -1.644154e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 65260 members 
Entering Unmasked Estep 
Score: -16442128.000000 Penalty: 5792.624023
	Iteration 22Q: 3 clusters Score -1.644213e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 66604 members 
Entering Unmasked Estep 
Score: -16442698.000000 Penalty: 5792.624023
	Iteration 23Q: 3 clusters Score -1.64427e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 67919 members 
Entering Unmasked Estep 
Score: -16443154.000000 Penalty: 5792.624023
	Iteration 24Q: 3 clusters Score -1.644315e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 69176 members 
Entering Unmasked Estep 
Score: -16443539.000000 Penalty: 5792.624023
	Iteration 25Q: 3 clusters Score -1.644354e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 70357 members 
Entering Unmasked Estep 
Score: -16443867.000000 Penalty: 5792.624023
	Iteration 26Q: 3 clusters Score -1.644387e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 71443 members 
Entering Unmasked Estep 
Score: -16444144.000000 Penalty: 5792.624023
	Iteration 27Q: 3 clusters Score -1.644414e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 72444 members 
Entering Unmasked Estep 
Score: -16444346.000000 Penalty: 5792.624023
	Iteration 28Q: 3 clusters Score -1.644435e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 73380 members 
Entering Unmasked Estep 
Score: -16444547.000000 Penalty: 5792.624023
	Iteration 29Q: 3 clusters Score -1.644455e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 74224 members 
Entering Unmasked Estep 
Score: -16444754.000000 Penalty: 5792.624023
	Iteration 30Q: 3 clusters Score -1.644475e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 74935 members 
Entering Unmasked Estep 
Score: -16444912.000000 Penalty: 5792.624023
	Iteration 31Q: 3 clusters Score -1.644491e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 75576 members 
Entering Unmasked Estep 
Score: -16444953.000000 Penalty: 5792.624023
	Iteration 32Q: 3 clusters Score -1.644495e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 76144 members 
Entering Unmasked Estep 
Score: -16445079.000000 Penalty: 5792.624023
	Iteration 33Q: 3 clusters Score -1.644508e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 76674 members 
Entering Unmasked Estep 
Score: -16445144.000000 Penalty: 5792.624023
	Iteration 34Q: 3 clusters Score -1.644514e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 77130 members 
Entering Unmasked Estep 
Score: -16445206.000000 Penalty: 5792.624023
	Iteration 35Q: 3 clusters Score -1.644521e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 77512 members 
Entering Unmasked Estep 
Score: -16445287.000000 Penalty: 5792.624023
	Iteration 36Q: 3 clusters Score -1.644529e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 77858 members 
Entering Unmasked Estep 
Score: -16445301.000000 Penalty: 5792.624023
	Iteration 37Q: 3 clusters Score -1.64453e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 78155 members 
Entering Unmasked Estep 
Score: -16445326.000000 Penalty: 5792.624023
	Iteration 38Q: 3 clusters Score -1.644533e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 78450 members 
Entering Unmasked Estep 
Score: -16445387.000000 Penalty: 5792.624023
	Iteration 39Q: 3 clusters Score -1.644539e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 78699 members 
Entering Unmasked Estep 
Score: -16445406.000000 Penalty: 5792.624023
	Iteration 40F: 3 clusters Score -1.644541e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 78930 members 
Entering Unmasked Estep 
Score: -16445418.000000 Penalty: 5792.624023
	Iteration 41Q: 3 clusters Score -1.644542e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 79142 members 
Entering Unmasked Estep 
Score: -16445448.000000 Penalty: 5792.624023
	Iteration 42Q: 3 clusters Score -1.644545e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 79323 members 
Entering Unmasked Estep 
Score: -16445468.000000 Penalty: 5792.624023
	Iteration 43Q: 3 clusters Score -1.644547e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 79485 members 
Entering Unmasked Estep 
Score: -16445462.000000 Penalty: 5792.624023
	Iteration 44Q: 3 clusters Score -1.644546e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 79615 members 
Entering Unmasked Estep 
Score: -16445425.000000 Penalty: 5792.624023
	Iteration 45Q: 3 clusters Score -1.644542e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 79742 members 
Entering Unmasked Estep 
Score: -16445460.000000 Penalty: 5792.624023
	Iteration 46Q: 3 clusters Score -1.644546e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 79846 members 
Entering Unmasked Estep 
Score: -16445448.000000 Penalty: 5792.624023
	Iteration 47Q: 3 clusters Score -1.644545e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 79931 members 
Entering Unmasked Estep 
Score: -16445433.000000 Penalty: 5792.624023
	Iteration 48Q: 3 clusters Score -1.644543e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 80004 members 
Entering Unmasked Estep 
Score: -16445424.000000 Penalty: 5792.624023
	Iteration 49Q: 3 clusters Score -1.644542e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 80081 members 
Entering Unmasked Estep 
Score: -16445396.000000 Penalty: 5792.624023
	Iteration 50Q: 3 clusters Score -1.64454e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 80135 members 
Entering Unmasked Estep 
Score: -16445408.000000 Penalty: 5792.624023
	Iteration 51Q: 3 clusters Score -1.644541e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 80197 members 
Entering Unmasked Estep 
Score: -16445386.000000 Penalty: 5792.624023
	Iteration 52Q: 3 clusters Score -1.644539e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 80257 members 
Entering Unmasked Estep 
Score: -16445385.000000 Penalty: 5792.624023
	Iteration 53Q: 3 clusters Score -1.644538e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 80313 members 
Entering Unmasked Estep 
Score: -16445375.000000 Penalty: 5792.624023
	Iteration 54Q: 3 clusters Score -1.644538e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 80362 members 
Entering Unmasked Estep 
Score: -16445379.000000 Penalty: 5792.624023
	Iteration 55Q: 3 clusters Score -1.644538e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 80399 members 
Entering Unmasked Estep 
Score: -16445373.000000 Penalty: 5792.624023
	Iteration 56Q: 3 clusters Score -1.644537e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 80427 members 
Entering Unmasked Estep 
Score: -16445357.000000 Penalty: 5792.624023
	Iteration 57Q: 3 clusters Score -1.644536e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 80459 members 
Entering Unmasked Estep 
Score: -16445340.000000 Penalty: 5792.624023
	Iteration 58Q: 3 clusters Score -1.644534e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 80482 members 
Entering Unmasked Estep 
Score: -16445340.000000 Penalty: 5792.624023
	Iteration 59Q: 3 clusters Score -1.644534e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 80500 members 
Entering Unmasked Estep 
Score: -16445337.000000 Penalty: 5792.624023
	Iteration 60F: 3 clusters Score -1.644534e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 80515 members 
Entering Unmasked Estep 
Score: -16445337.000000 Penalty: 5792.624023
	Iteration 61Q: 3 clusters Score -1.644534e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 80528 members 
Entering Unmasked Estep 
Score: -16445338.000000 Penalty: 5792.624023
	Iteration 62Q: 3 clusters Score -1.644534e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 80545 members 
Entering Unmasked Estep 
Score: -16445335.000000 Penalty: 5792.624023
	Iteration 63Q: 3 clusters Score -1.644534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 80557 members 
Entering Unmasked Estep 
Score: -16445331.000000 Penalty: 5792.624023
	Iteration 64Q: 3 clusters Score -1.644533e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 80574 members 
Entering Unmasked Estep 
Score: -16445338.000000 Penalty: 5792.624023
	Iteration 65Q: 3 clusters Score -1.644534e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 80588 members 
Entering Unmasked Estep 
Score: -16445330.000000 Penalty: 5792.624023
	Iteration 66Q: 3 clusters Score -1.644533e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 80610 members 
Entering Unmasked Estep 
Score: -16445325.000000 Penalty: 5792.624023
	Iteration 67Q: 3 clusters Score -1.644532e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 80636 members 
Entering Unmasked Estep 
Score: -16445329.000000 Penalty: 5792.624023
	Iteration 68Q: 3 clusters Score -1.644533e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 80656 members 
Entering Unmasked Estep 
Score: -16445316.000000 Penalty: 5792.624023
	Iteration 69Q: 3 clusters Score -1.644532e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 80673 members 
Entering Unmasked Estep 
Score: -16445310.000000 Penalty: 5792.624023
	Iteration 70Q: 3 clusters Score -1.644531e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 80689 members 
Entering Unmasked Estep 
Score: -16445325.000000 Penalty: 5792.624023
	Iteration 71Q: 3 clusters Score -1.644532e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 80711 members 
Entering Unmasked Estep 
Score: -16445317.000000 Penalty: 5792.624023
	Iteration 72Q: 3 clusters Score -1.644532e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 80724 members 
Entering Unmasked Estep 
Score: -16445353.000000 Penalty: 5792.624023
	Iteration 73Q: 3 clusters Score -1.644535e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 80732 members 
Entering Unmasked Estep 
Score: -16445331.000000 Penalty: 5792.624023
	Iteration 74Q: 3 clusters Score -1.644533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 80741 members 
Entering Unmasked Estep 
Score: -16445328.000000 Penalty: 5792.624023
	Iteration 75Q: 3 clusters Score -1.644533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 80746 members 
Entering Unmasked Estep 
Score: -16445337.000000 Penalty: 5792.624023
	Iteration 76Q: 3 clusters Score -1.644534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 80749 members 
Entering Unmasked Estep 
Score: -16445337.000000 Penalty: 5792.624023
	Iteration 77Q: 3 clusters Score -1.644534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 80753 members 
Entering Unmasked Estep 
Score: -16445348.000000 Penalty: 5792.624023
	Iteration 78Q: 3 clusters Score -1.644535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 80754 members 
Entering Unmasked Estep 
Score: -16445351.000000 Penalty: 5792.624023
	Iteration 79Q: 3 clusters Score -1.644535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 80754 members 
Entering Unmasked Estep 
Score: -16445351.000000 Penalty: 5792.624023
	Iteration 80F: 3 clusters Score -1.644535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2660 members 
Mstep: Class 3 contains 173003 members 
Mstep: Class 4 contains 7206 members 
Mstep: Class 5 contains 128903 members 
Mstep: Class 6 contains 6531 members 
Mstep: Class 7 contains 51370 members 
Mstep: Class 8 contains 20051 members 
Mstep: Class 9 contains 139585 members 
Mstep: Class 10 contains 8873 members 
Mstep: Class 11 contains 21538 members 
Mstep: Class 12 contains 53313 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 28185 members 
Mstep: Class 15 contains 14235 members 
Mstep: Class 16 contains 9251 members 
Mstep: Class 17 contains 5104 members 
Mstep: Class 18 contains 8918 members 
Mstep: Class 19 contains 47547 members 
Mstep: Class 20 contains 140054 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 37274 members 
Mstep: Class 23 contains 5549 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 34008 members 
Mstep: Class 26 contains 6180 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 13906 members 
Mstep: Class 29 contains 80754 members 
Entering Unmasked Estep 
Score: -142912080.000000 Penalty: 99736.046875
Splitting cluster 22 changes total score from -142909712.000000 to -142912080.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 23 (5549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Entering Unmasked Estep 
Score: -693452.625000 Penalty: 2138.100586
	Iteration 0F: 2 clusters Score -693452.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -688654.312500 Penalty: 4276.201172
	Iteration 0F: 3 clusters Score -688654.3 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -690093.000000 Penalty: 4276.201172
	Iteration 1F: 3 clusters Score -690093 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -690637.625000 Penalty: 4276.201172
	Iteration 2F: 3 clusters Score -690637.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -691143.375000 Penalty: 4276.201172
	Iteration 3F: 3 clusters Score -691143.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -691631.000000 Penalty: 4276.201172
	Iteration 4F: 3 clusters Score -691631 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -691995.375000 Penalty: 4276.201172
	Iteration 5F: 3 clusters Score -691995.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -692271.125000 Penalty: 4276.201172
	Iteration 6F: 3 clusters Score -692271.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -692450.937500 Penalty: 4276.201172
	Iteration 7Q: 3 clusters Score -692450.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -692595.562500 Penalty: 4276.201172
	Iteration 8Q: 3 clusters Score -692595.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -692706.562500 Penalty: 4276.201172
	Iteration 9Q: 3 clusters Score -692706.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -692787.187500 Penalty: 4276.201172
	Iteration 10Q: 3 clusters Score -692787.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -692859.875000 Penalty: 4276.201172
	Iteration 11Q: 3 clusters Score -692859.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -692902.187500 Penalty: 4276.201172
	Iteration 12Q: 3 clusters Score -692902.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -692931.562500 Penalty: 4276.201172
	Iteration 13Q: 3 clusters Score -692931.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -692950.187500 Penalty: 4276.201172
	Iteration 14Q: 3 clusters Score -692950.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -692961.062500 Penalty: 4276.201172
	Iteration 15Q: 3 clusters Score -692961.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -692969.750000 Penalty: 4276.201172
	Iteration 16Q: 3 clusters Score -692969.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -692973.312500 Penalty: 4276.201172
	Iteration 17Q: 3 clusters Score -692973.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -692978.687500 Penalty: 4276.201172
	Iteration 18Q: 3 clusters Score -692978.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -692981.875000 Penalty: 4276.201172
	Iteration 19Q: 3 clusters Score -692981.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -692986.812500 Penalty: 4276.201172
	Iteration 20F: 3 clusters Score -692986.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -692990.187500 Penalty: 4276.201172
	Iteration 21Q: 3 clusters Score -692990.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -692999.500000 Penalty: 4276.201172
	Iteration 22Q: 3 clusters Score -692999.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -693008.062500 Penalty: 4276.201172
	Iteration 23Q: 3 clusters Score -693008.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -693014.250000 Penalty: 4276.201172
	Iteration 24Q: 3 clusters Score -693014.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -693022.250000 Penalty: 4276.201172
	Iteration 25Q: 3 clusters Score -693022.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -693031.437500 Penalty: 4276.201172
	Iteration 26Q: 3 clusters Score -693031.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -693042.062500 Penalty: 4276.201172
	Iteration 27Q: 3 clusters Score -693042.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -693060.187500 Penalty: 4276.201172
	Iteration 28Q: 3 clusters Score -693060.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -693075.562500 Penalty: 4276.201172
	Iteration 29Q: 3 clusters Score -693075.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -693094.375000 Penalty: 4276.201172
	Iteration 30Q: 3 clusters Score -693094.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -693112.687500 Penalty: 4276.201172
	Iteration 31Q: 3 clusters Score -693112.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -693118.250000 Penalty: 4276.201172
	Iteration 32Q: 3 clusters Score -693118.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -693121.187500 Penalty: 4276.201172
	Iteration 33Q: 3 clusters Score -693121.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -693129.812500 Penalty: 4276.201172
	Iteration 34Q: 3 clusters Score -693129.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -693133.562500 Penalty: 4276.201172
	Iteration 35Q: 3 clusters Score -693133.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -693139.875000 Penalty: 4276.201172
	Iteration 36Q: 3 clusters Score -693139.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -693146.187500 Penalty: 4276.201172
	Iteration 37Q: 3 clusters Score -693146.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -693146.500000 Penalty: 4276.201172
	Iteration 38Q: 3 clusters Score -693146.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -693149.000000 Penalty: 4276.201172
	Iteration 39Q: 3 clusters Score -693149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -693149.125000 Penalty: 4276.201172
	Iteration 40F: 3 clusters Score -693149.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -693149.937500 Penalty: 4276.201172
	Iteration 41Q: 3 clusters Score -693149.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -693151.187500 Penalty: 4276.201172
	Iteration 42Q: 3 clusters Score -693151.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -693153.000000 Penalty: 4276.201172
	Iteration 43Q: 3 clusters Score -693153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -693152.625000 Penalty: 4276.201172
	Iteration 44Q: 3 clusters Score -693152.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -693156.312500 Penalty: 4276.201172
	Iteration 45Q: 3 clusters Score -693156.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -693156.437500 Penalty: 4276.201172
	Iteration 46Q: 3 clusters Score -693156.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -693156.437500 Penalty: 4276.201172
	Iteration 47F: 3 clusters Score -693156.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Entering Unmasked Estep 
Score: -140346.218750 Penalty: 1728.741089
	Iteration 0F: 2 clusters Score -140346.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -138355.171875 Penalty: 3457.482178
	Iteration 0F: 3 clusters Score -138355.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -138674.375000 Penalty: 3457.482178
	Iteration 1F: 3 clusters Score -138674.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -138774.453125 Penalty: 3457.482178
	Iteration 2F: 3 clusters Score -138774.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -138827.703125 Penalty: 3457.482178
	Iteration 3Q: 3 clusters Score -138827.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -138859.125000 Penalty: 3457.482178
	Iteration 4Q: 3 clusters Score -138859.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -138889.953125 Penalty: 3457.482178
	Iteration 5Q: 3 clusters Score -138890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -138924.015625 Penalty: 3457.482178
	Iteration 6Q: 3 clusters Score -138924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -138938.171875 Penalty: 3457.482178
	Iteration 7Q: 3 clusters Score -138938.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -138954.421875 Penalty: 3457.482178
	Iteration 8Q: 3 clusters Score -138954.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -138977.781250 Penalty: 3457.482178
	Iteration 9Q: 3 clusters Score -138977.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -139007.500000 Penalty: 3457.482178
	Iteration 10Q: 3 clusters Score -139007.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -139040.250000 Penalty: 3457.482178
	Iteration 11Q: 3 clusters Score -139040.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -139068.796875 Penalty: 3457.482178
	Iteration 12Q: 3 clusters Score -139068.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -139105.312500 Penalty: 3457.482178
	Iteration 13Q: 3 clusters Score -139105.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -139151.687500 Penalty: 3457.482178
	Iteration 14Q: 3 clusters Score -139151.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -139219.265625 Penalty: 3457.482178
	Iteration 15Q: 3 clusters Score -139219.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -139303.578125 Penalty: 3457.482178
	Iteration 16Q: 3 clusters Score -139303.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -139429.718750 Penalty: 3457.482178
	Iteration 17Q: 3 clusters Score -139429.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -139570.156250 Penalty: 3457.482178
	Iteration 18Q: 3 clusters Score -139570.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -139647.125000 Penalty: 3457.482178
	Iteration 19Q: 3 clusters Score -139647.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -139754.781250 Penalty: 3457.482178
	Iteration 20F: 3 clusters Score -139754.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -140013.968750 Penalty: 3457.482178
	Iteration 21Q: 3 clusters Score -140014 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -140536.468750 Penalty: 3457.482178
	Iteration 22Q: 3 clusters Score -140536.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -140712.093750 Penalty: 3457.482178
	Iteration 23Q: 3 clusters Score -140712.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -140723.015625 Penalty: 3457.482178
	Iteration 24Q: 3 clusters Score -140723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -140723.015625 Penalty: 3457.482178
	Iteration 25F: 3 clusters Score -140723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2660 members 
Mstep: Class 3 contains 173003 members 
Mstep: Class 4 contains 7206 members 
Mstep: Class 5 contains 128903 members 
Mstep: Class 6 contains 6531 members 
Mstep: Class 7 contains 51370 members 
Mstep: Class 8 contains 20051 members 
Mstep: Class 9 contains 139585 members 
Mstep: Class 10 contains 8873 members 
Mstep: Class 11 contains 21538 members 
Mstep: Class 12 contains 53313 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 28185 members 
Mstep: Class 15 contains 14235 members 
Mstep: Class 16 contains 9251 members 
Mstep: Class 17 contains 5104 members 
Mstep: Class 18 contains 8918 members 
Mstep: Class 19 contains 47547 members 
Mstep: Class 20 contains 140054 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 37274 members 
Mstep: Class 23 contains 5549 members 
Mstep: Class 24 contains 504 members 
Mstep: Class 25 contains 34008 members 
Mstep: Class 26 contains 6180 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 13906 members 
Mstep: Class 29 contains 80754 members 
Mstep: Class 30 contains 561 members 
Entering Unmasked Estep 
Score: -142911008.000000 Penalty: 103175.226562
Splitting cluster 24 changes total score from -142909712.000000 to -142911008.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 25 (34008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Entering Unmasked Estep 
Score: -4650749.000000 Penalty: 2587.718994
	Iteration 0F: 2 clusters Score -4650749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -4627608.500000 Penalty: 5175.437988
	Iteration 0F: 3 clusters Score -4627608 nChanged 15439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -4637773.500000 Penalty: 5175.437988
	Iteration 1F: 3 clusters Score -4637774 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -4640014.000000 Penalty: 5175.437988
	Iteration 2F: 3 clusters Score -4640014 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -4642436.000000 Penalty: 5175.437988
	Iteration 3F: 3 clusters Score -4642436 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -4644912.500000 Penalty: 5175.437988
	Iteration 4F: 3 clusters Score -4644912 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -4646915.500000 Penalty: 5175.437988
	Iteration 5F: 3 clusters Score -4646916 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -4648320.000000 Penalty: 5175.437988
	Iteration 6F: 3 clusters Score -4648320 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -4649240.000000 Penalty: 5175.437988
	Iteration 7Q: 3 clusters Score -4649240 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -4649824.500000 Penalty: 5175.437988
	Iteration 8Q: 3 clusters Score -4649824 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -4650243.500000 Penalty: 5175.437988
	Iteration 9Q: 3 clusters Score -4650244 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -4650595.000000 Penalty: 5175.437988
	Iteration 10Q: 3 clusters Score -4650595 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -4650954.500000 Penalty: 5175.437988
	Iteration 11Q: 3 clusters Score -4650954 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -4651316.000000 Penalty: 5175.437988
	Iteration 12Q: 3 clusters Score -4651316 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -4651744.500000 Penalty: 5175.437988
	Iteration 13Q: 3 clusters Score -4651744 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -4652066.500000 Penalty: 5175.437988
	Iteration 14Q: 3 clusters Score -4652066 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -4652261.500000 Penalty: 5175.437988
	Iteration 15Q: 3 clusters Score -4652262 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -4652360.000000 Penalty: 5175.437988
	Iteration 16Q: 3 clusters Score -4652360 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -4652411.000000 Penalty: 5175.437988
	Iteration 17Q: 3 clusters Score -4652411 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -4652470.000000 Penalty: 5175.437988
	Iteration 18Q: 3 clusters Score -4652470 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -4652498.000000 Penalty: 5175.437988
	Iteration 19Q: 3 clusters Score -4652498 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -4652528.500000 Penalty: 5175.437988
	Iteration 20F: 3 clusters Score -4652528 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -4652547.500000 Penalty: 5175.437988
	Iteration 21Q: 3 clusters Score -4652548 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -4652564.000000 Penalty: 5175.437988
	Iteration 22Q: 3 clusters Score -4652564 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -4652568.000000 Penalty: 5175.437988
	Iteration 23Q: 3 clusters Score -4652568 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -4652596.000000 Penalty: 5175.437988
	Iteration 24Q: 3 clusters Score -4652596 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -4652594.000000 Penalty: 5175.437988
	Iteration 25Q: 3 clusters Score -4652594 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -4652600.000000 Penalty: 5175.437988
	Iteration 26Q: 3 clusters Score -4652600 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -4652612.500000 Penalty: 5175.437988
	Iteration 27Q: 3 clusters Score -4652612 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -4652630.000000 Penalty: 5175.437988
	Iteration 28Q: 3 clusters Score -4652630 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -4652652.500000 Penalty: 5175.437988
	Iteration 29Q: 3 clusters Score -4652652 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -4652664.000000 Penalty: 5175.437988
	Iteration 30Q: 3 clusters Score -4652664 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -4652689.000000 Penalty: 5175.437988
	Iteration 31Q: 3 clusters Score -4652689 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -4652700.000000 Penalty: 5175.437988
	Iteration 32Q: 3 clusters Score -4652700 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -4652716.000000 Penalty: 5175.437988
	Iteration 33Q: 3 clusters Score -4652716 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -4652738.500000 Penalty: 5175.437988
	Iteration 34Q: 3 clusters Score -4652738 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -4652771.500000 Penalty: 5175.437988
	Iteration 35Q: 3 clusters Score -4652772 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -4652817.500000 Penalty: 5175.437988
	Iteration 36Q: 3 clusters Score -4652818 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -4652866.000000 Penalty: 5175.437988
	Iteration 37Q: 3 clusters Score -4652866 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -4652927.500000 Penalty: 5175.437988
	Iteration 38Q: 3 clusters Score -4652928 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -4653008.000000 Penalty: 5175.437988
	Iteration 39Q: 3 clusters Score -4653008 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -4653059.000000 Penalty: 5175.437988
	Iteration 40F: 3 clusters Score -4653059 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -4653106.000000 Penalty: 5175.437988
	Iteration 41Q: 3 clusters Score -4653106 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -4653173.500000 Penalty: 5175.437988
	Iteration 42Q: 3 clusters Score -4653174 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -4653214.500000 Penalty: 5175.437988
	Iteration 43Q: 3 clusters Score -4653214 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -4653237.500000 Penalty: 5175.437988
	Iteration 44Q: 3 clusters Score -4653238 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -4653247.500000 Penalty: 5175.437988
	Iteration 45Q: 3 clusters Score -4653248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -4653266.500000 Penalty: 5175.437988
	Iteration 46Q: 3 clusters Score -4653266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -4653266.500000 Penalty: 5175.437988
	Iteration 47Q: 3 clusters Score -4653266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -4653267.000000 Penalty: 5175.437988
	Iteration 48Q: 3 clusters Score -4653267 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -4653270.500000 Penalty: 5175.437988
	Iteration 49Q: 3 clusters Score -4653270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -4653274.000000 Penalty: 5175.437988
	Iteration 50Q: 3 clusters Score -4653274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -4653275.500000 Penalty: 5175.437988
	Iteration 51Q: 3 clusters Score -4653276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -4653286.000000 Penalty: 5175.437988
	Iteration 52Q: 3 clusters Score -4653286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -4653285.500000 Penalty: 5175.437988
	Iteration 53Q: 3 clusters Score -4653286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -4653293.500000 Penalty: 5175.437988
	Iteration 54Q: 3 clusters Score -4653294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -4653292.000000 Penalty: 5175.437988
	Iteration 55Q: 3 clusters Score -4653292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -4653292.500000 Penalty: 5175.437988
	Iteration 56Q: 3 clusters Score -4653292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -4653289.500000 Penalty: 5175.437988
	Iteration 57Q: 3 clusters Score -4653290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -4653286.500000 Penalty: 5175.437988
	Iteration 58Q: 3 clusters Score -4653286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -4653288.500000 Penalty: 5175.437988
	Iteration 59Q: 3 clusters Score -4653288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -4653288.000000 Penalty: 5175.437988
	Iteration 60F: 3 clusters Score -4653288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -4653290.500000 Penalty: 5175.437988
	Iteration 61Q: 3 clusters Score -4653290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -4653288.500000 Penalty: 5175.437988
	Iteration 62Q: 3 clusters Score -4653288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -4653288.000000 Penalty: 5175.437988
	Iteration 63Q: 3 clusters Score -4653288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -4653288.500000 Penalty: 5175.437988
	Iteration 64Q: 3 clusters Score -4653288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -4653288.500000 Penalty: 5175.437988
	Iteration 65F: 3 clusters Score -4653288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2660 members 
Mstep: Class 3 contains 173003 members 
Mstep: Class 4 contains 7206 members 
Mstep: Class 5 contains 128903 members 
Mstep: Class 6 contains 6531 members 
Mstep: Class 7 contains 51370 members 
Mstep: Class 8 contains 20051 members 
Mstep: Class 9 contains 139585 members 
Mstep: Class 10 contains 8873 members 
Mstep: Class 11 contains 21538 members 
Mstep: Class 12 contains 53313 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 28185 members 
Mstep: Class 15 contains 14235 members 
Mstep: Class 16 contains 9251 members 
Mstep: Class 17 contains 5104 members 
Mstep: Class 18 contains 8918 members 
Mstep: Class 19 contains 47547 members 
Mstep: Class 20 contains 140054 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 37274 members 
Mstep: Class 23 contains 5549 members 
Mstep: Class 24 contains 504 members 
Mstep: Class 25 contains 30419 members 
Mstep: Class 26 contains 6180 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 13906 members 
Mstep: Class 29 contains 80754 members 
Mstep: Class 30 contains 561 members 
Mstep: Class 31 contains 3589 members 
Entering Unmasked Estep 
Score: -142912864.000000 Penalty: 106614.398438
Splitting cluster 25 changes total score from -142909712.000000 to -142912864.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 26 (6180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Entering Unmasked Estep 
Score: -850811.187500 Penalty: 2164.810303
	Iteration 0F: 2 clusters Score -850811.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -845516.500000 Penalty: 4329.620605
	Iteration 0F: 3 clusters Score -845516.5 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -846777.375000 Penalty: 4329.620605
	Iteration 1F: 3 clusters Score -846777.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -846980.500000 Penalty: 4329.620605
	Iteration 2F: 3 clusters Score -846980.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -847110.562500 Penalty: 4329.620605
	Iteration 3Q: 3 clusters Score -847110.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -847199.812500 Penalty: 4329.620605
	Iteration 4Q: 3 clusters Score -847199.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -847278.750000 Penalty: 4329.620605
	Iteration 5Q: 3 clusters Score -847278.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -847342.125000 Penalty: 4329.620605
	Iteration 6Q: 3 clusters Score -847342.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -847395.562500 Penalty: 4329.620605
	Iteration 7Q: 3 clusters Score -847395.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -847449.562500 Penalty: 4329.620605
	Iteration 8Q: 3 clusters Score -847449.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -847514.625000 Penalty: 4329.620605
	Iteration 9Q: 3 clusters Score -847514.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -847586.937500 Penalty: 4329.620605
	Iteration 10Q: 3 clusters Score -847586.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -847683.062500 Penalty: 4329.620605
	Iteration 11Q: 3 clusters Score -847683.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -847796.062500 Penalty: 4329.620605
	Iteration 12Q: 3 clusters Score -847796.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -847917.125000 Penalty: 4329.620605
	Iteration 13Q: 3 clusters Score -847917.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -848065.750000 Penalty: 4329.620605
	Iteration 14Q: 3 clusters Score -848065.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -848214.937500 Penalty: 4329.620605
	Iteration 15Q: 3 clusters Score -848214.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -848348.375000 Penalty: 4329.620605
	Iteration 16Q: 3 clusters Score -848348.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -848459.250000 Penalty: 4329.620605
	Iteration 17Q: 3 clusters Score -848459.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -848565.062500 Penalty: 4329.620605
	Iteration 18Q: 3 clusters Score -848565.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -848646.000000 Penalty: 4329.620605
	Iteration 19Q: 3 clusters Score -848646 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -848706.062500 Penalty: 4329.620605
	Iteration 20F: 3 clusters Score -848706.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -848757.375000 Penalty: 4329.620605
	Iteration 21Q: 3 clusters Score -848757.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -848798.500000 Penalty: 4329.620605
	Iteration 22Q: 3 clusters Score -848798.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -848830.812500 Penalty: 4329.620605
	Iteration 23Q: 3 clusters Score -848830.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -848842.750000 Penalty: 4329.620605
	Iteration 24Q: 3 clusters Score -848842.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -848853.125000 Penalty: 4329.620605
	Iteration 25Q: 3 clusters Score -848853.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -848864.937500 Penalty: 4329.620605
	Iteration 26Q: 3 clusters Score -848864.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -848872.062500 Penalty: 4329.620605
	Iteration 27Q: 3 clusters Score -848872.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -848875.562500 Penalty: 4329.620605
	Iteration 28Q: 3 clusters Score -848875.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -848881.250000 Penalty: 4329.620605
	Iteration 29Q: 3 clusters Score -848881.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -848885.062500 Penalty: 4329.620605
	Iteration 30Q: 3 clusters Score -848885.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -848887.312500 Penalty: 4329.620605
	Iteration 31Q: 3 clusters Score -848887.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -848892.187500 Penalty: 4329.620605
	Iteration 32Q: 3 clusters Score -848892.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -848894.875000 Penalty: 4329.620605
	Iteration 33Q: 3 clusters Score -848894.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -848897.187500 Penalty: 4329.620605
	Iteration 34Q: 3 clusters Score -848897.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -848900.687500 Penalty: 4329.620605
	Iteration 35Q: 3 clusters Score -848900.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -848903.125000 Penalty: 4329.620605
	Iteration 36Q: 3 clusters Score -848903.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -848908.687500 Penalty: 4329.620605
	Iteration 37Q: 3 clusters Score -848908.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -848914.062500 Penalty: 4329.620605
	Iteration 38Q: 3 clusters Score -848914.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -848915.937500 Penalty: 4329.620605
	Iteration 39Q: 3 clusters Score -848915.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -848916.937500 Penalty: 4329.620605
	Iteration 40F: 3 clusters Score -848916.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -848918.562500 Penalty: 4329.620605
	Iteration 41Q: 3 clusters Score -848918.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -848920.625000 Penalty: 4329.620605
	Iteration 42Q: 3 clusters Score -848920.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -848921.000000 Penalty: 4329.620605
	Iteration 43Q: 3 clusters Score -848921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -848921.562500 Penalty: 4329.620605
	Iteration 44Q: 3 clusters Score -848921.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -848921.562500 Penalty: 4329.620605
	Iteration 45F: 3 clusters Score -848921.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Entering Unmasked Estep 
Score: -162621.140625 Penalty: 1771.812988
	Iteration 0F: 2 clusters Score -162621.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -160537.953125 Penalty: 3543.625977
	Iteration 0F: 3 clusters Score -160538 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -161026.062500 Penalty: 3543.625977
	Iteration 1F: 3 clusters Score -161026.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -161430.281250 Penalty: 3543.625977
	Iteration 2F: 3 clusters Score -161430.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -161908.453125 Penalty: 3543.625977
	Iteration 3F: 3 clusters Score -161908.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -162198.375000 Penalty: 3543.625977
	Iteration 4F: 3 clusters Score -162198.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -162383.437500 Penalty: 3543.625977
	Iteration 5F: 3 clusters Score -162383.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -162492.421875 Penalty: 3543.625977
	Iteration 6Q: 3 clusters Score -162492.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -162572.156250 Penalty: 3543.625977
	Iteration 7Q: 3 clusters Score -162572.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -162667.187500 Penalty: 3543.625977
	Iteration 8Q: 3 clusters Score -162667.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -162726.531250 Penalty: 3543.625977
	Iteration 9Q: 3 clusters Score -162726.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -162784.312500 Penalty: 3543.625977
	Iteration 10Q: 3 clusters Score -162784.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -162817.234375 Penalty: 3543.625977
	Iteration 11Q: 3 clusters Score -162817.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -162847.000000 Penalty: 3543.625977
	Iteration 12Q: 3 clusters Score -162847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -162862.421875 Penalty: 3543.625977
	Iteration 13Q: 3 clusters Score -162862.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -162869.203125 Penalty: 3543.625977
	Iteration 14Q: 3 clusters Score -162869.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -162872.687500 Penalty: 3543.625977
	Iteration 15Q: 3 clusters Score -162872.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -162872.687500 Penalty: 3543.625977
	Iteration 16F: 3 clusters Score -162872.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2660 members 
Mstep: Class 3 contains 173003 members 
Mstep: Class 4 contains 7206 members 
Mstep: Class 5 contains 128903 members 
Mstep: Class 6 contains 6531 members 
Mstep: Class 7 contains 51370 members 
Mstep: Class 8 contains 20051 members 
Mstep: Class 9 contains 139585 members 
Mstep: Class 10 contains 8873 members 
Mstep: Class 11 contains 21538 members 
Mstep: Class 12 contains 53313 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 28185 members 
Mstep: Class 15 contains 14235 members 
Mstep: Class 16 contains 9251 members 
Mstep: Class 17 contains 5104 members 
Mstep: Class 18 contains 8918 members 
Mstep: Class 19 contains 47547 members 
Mstep: Class 20 contains 140054 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 37274 members 
Mstep: Class 23 contains 5549 members 
Mstep: Class 24 contains 504 members 
Mstep: Class 25 contains 30419 members 
Mstep: Class 26 contains 6180 members 
Mstep: Class 27 contains 176 members 
Mstep: Class 28 contains 13906 members 
Mstep: Class 29 contains 80754 members 
Mstep: Class 30 contains 561 members 
Mstep: Class 31 contains 3589 members 
Mstep: Class 32 contains 1091 members 
Entering Unmasked Estep 
Score: -142911440.000000 Penalty: 110053.570312
Splitting cluster 27 changes total score from -142909712.000000 to -142911440.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2660 members 
Mstep: Class 3 contains 173003 members 
Mstep: Class 4 contains 7206 members 
Mstep: Class 5 contains 128903 members 
Mstep: Class 6 contains 6531 members 
Mstep: Class 7 contains 51370 members 
Mstep: Class 8 contains 20051 members 
Mstep: Class 9 contains 139585 members 
Mstep: Class 10 contains 8873 members 
Mstep: Class 11 contains 21538 members 
Mstep: Class 12 contains 53313 members 
Mstep: Class 13 contains 590 members 
Mstep: Class 14 contains 28185 members 
Mstep: Class 15 contains 14235 members 
Mstep: Class 16 contains 9251 members 
Mstep: Class 17 contains 5104 members 
Mstep: Class 18 contains 8918 members 
Mstep: Class 19 contains 47547 members 
Mstep: Class 20 contains 140054 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 37274 members 
Mstep: Class 23 contains 5549 members 
Mstep: Class 24 contains 504 members 
Mstep: Class 25 contains 30419 members 
Mstep: Class 26 contains 6180 members 
Mstep: Class 27 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142919280.000000 Penalty: 110053.570312
Iteration 79Q: 33 clusters Score -1.429193e+08 nChanged 19491
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2660 members 
Mstep: Class 3 contains 174678 members 
Mstep: Class 4 contains 7303 members 
Mstep: Class 5 contains 129665 members 
Mstep: Class 6 contains 6569 members 
Mstep: Class 7 contains 51396 members 
Mstep: Class 8 contains 19928 members 
Mstep: Class 9 contains 140842 members 
Mstep: Class 10 contains 8769 members 
Mstep: Class 11 contains 21789 members 
Mstep: Class 12 contains 53368 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 28437 members 
Mstep: Class 15 contains 14449 members 
Mstep: Class 16 contains 9292 members 
Mstep: Class 17 contains 5180 members 
Mstep: Class 18 contains 9055 members 
Mstep: Class 19 contains 47263 members 
Mstep: Class 20 contains 140932 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 36972 members 
Mstep: Class 23 contains 5686 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 30756 members 
Mstep: Class 26 contains 6196 members 
Mstep: Class 27 contains 175 members 
Mstep: Class 28 contains 13809 members 
Mstep: Class 29 contains 75471 members 
Mstep: Class 30 contains 553 members 
Mstep: Class 31 contains 3546 members 
Mstep: Class 32 contains 1077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 27. Lose 2901.908447 but Gain 3439.171875
Score: -142927200.000000 Penalty: 106614.398438
Iteration 80F: 32 clusters Score -1.429272e+08 nChanged 15295
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2663 members 
Mstep: Class 3 contains 175083 members 
Mstep: Class 4 contains 7270 members 
Mstep: Class 5 contains 129951 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 51372 members 
Mstep: Class 8 contains 19820 members 
Mstep: Class 9 contains 141105 members 
Mstep: Class 10 contains 8679 members 
Mstep: Class 11 contains 21715 members 
Mstep: Class 12 contains 53230 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 28250 members 
Mstep: Class 15 contains 14644 members 
Mstep: Class 16 contains 9201 members 
Mstep: Class 17 contains 5218 members 
Mstep: Class 18 contains 8695 members 
Mstep: Class 19 contains 46969 members 
Mstep: Class 20 contains 141397 members 
Mstep: Class 21 contains 621 members 
Mstep: Class 22 contains 36574 members 
Mstep: Class 23 contains 5669 members 
Mstep: Class 24 contains 510 members 
Mstep: Class 25 contains 30858 members 
Mstep: Class 26 contains 6214 members 
Mstep: Class 28 contains 14039 members 
Mstep: Class 29 contains 74798 members 
Mstep: Class 30 contains 659 members 
Mstep: Class 31 contains 3793 members 
Mstep: Class 32 contains 1185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142930960.000000 Penalty: 106614.398438
Iteration 81Q: 32 clusters Score -1.42931e+08 nChanged 10603
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2664 members 
Mstep: Class 3 contains 175411 members 
Mstep: Class 4 contains 7271 members 
Mstep: Class 5 contains 130303 members 
Mstep: Class 6 contains 6802 members 
Mstep: Class 7 contains 51332 members 
Mstep: Class 8 contains 19715 members 
Mstep: Class 9 contains 141279 members 
Mstep: Class 10 contains 8627 members 
Mstep: Class 11 contains 21625 members 
Mstep: Class 12 contains 53119 members 
Mstep: Class 13 contains 594 members 
Mstep: Class 14 contains 28067 members 
Mstep: Class 15 contains 14846 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 5261 members 
Mstep: Class 18 contains 8501 members 
Mstep: Class 19 contains 46686 members 
Mstep: Class 20 contains 141726 members 
Mstep: Class 21 contains 629 members 
Mstep: Class 22 contains 36234 members 
Mstep: Class 23 contains 5692 members 
Mstep: Class 24 contains 512 members 
Mstep: Class 25 contains 30910 members 
Mstep: Class 26 contains 6224 members 
Mstep: Class 28 contains 14254 members 
Mstep: Class 29 contains 74111 members 
Mstep: Class 30 contains 724 members 
Mstep: Class 31 contains 3986 members 
Mstep: Class 32 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142932720.000000 Penalty: 106614.398438
Iteration 82Q: 32 clusters Score -1.429327e+08 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2666 members 
Mstep: Class 3 contains 175745 members 
Mstep: Class 4 contains 7289 members 
Mstep: Class 5 contains 130693 members 
Mstep: Class 6 contains 6947 members 
Mstep: Class 7 contains 51281 members 
Mstep: Class 8 contains 19626 members 
Mstep: Class 9 contains 141258 members 
Mstep: Class 10 contains 8594 members 
Mstep: Class 11 contains 21565 members 
Mstep: Class 12 contains 53000 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 27891 members 
Mstep: Class 15 contains 15029 members 
Mstep: Class 16 contains 9087 members 
Mstep: Class 17 contains 5293 members 
Mstep: Class 18 contains 8398 members 
Mstep: Class 19 contains 46446 members 
Mstep: Class 20 contains 141981 members 
Mstep: Class 21 contains 628 members 
Mstep: Class 22 contains 36014 members 
Mstep: Class 23 contains 5697 members 
Mstep: Class 24 contains 513 members 
Mstep: Class 25 contains 30921 members 
Mstep: Class 26 contains 6239 members 
Mstep: Class 28 contains 14438 members 
Mstep: Class 29 contains 73473 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 4162 members 
Mstep: Class 32 contains 1205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142933568.000000 Penalty: 106614.398438
Iteration 83Q: 32 clusters Score -1.429336e+08 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2667 members 
Mstep: Class 3 contains 176045 members 
Mstep: Class 4 contains 7297 members 
Mstep: Class 5 contains 131134 members 
Mstep: Class 6 contains 7061 members 
Mstep: Class 7 contains 51221 members 
Mstep: Class 8 contains 19552 members 
Mstep: Class 9 contains 141235 members 
Mstep: Class 10 contains 8577 members 
Mstep: Class 11 contains 21480 members 
Mstep: Class 12 contains 52885 members 
Mstep: Class 13 contains 597 members 
Mstep: Class 14 contains 27741 members 
Mstep: Class 15 contains 15192 members 
Mstep: Class 16 contains 9051 members 
Mstep: Class 17 contains 5327 members 
Mstep: Class 18 contains 8335 members 
Mstep: Class 19 contains 46221 members 
Mstep: Class 20 contains 142144 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 35781 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 30941 members 
Mstep: Class 26 contains 6248 members 
Mstep: Class 28 contains 14579 members 
Mstep: Class 29 contains 72946 members 
Mstep: Class 30 contains 790 members 
Mstep: Class 31 contains 4316 members 
Mstep: Class 32 contains 1211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934448.000000 Penalty: 106614.398438
Iteration 84Q: 32 clusters Score -1.429344e+08 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2667 members 
Mstep: Class 3 contains 176323 members 
Mstep: Class 4 contains 7316 members 
Mstep: Class 5 contains 131571 members 
Mstep: Class 6 contains 7226 members 
Mstep: Class 7 contains 51155 members 
Mstep: Class 8 contains 19462 members 
Mstep: Class 9 contains 141098 members 
Mstep: Class 10 contains 8551 members 
Mstep: Class 11 contains 21417 members 
Mstep: Class 12 contains 52767 members 
Mstep: Class 13 contains 599 members 
Mstep: Class 14 contains 27610 members 
Mstep: Class 15 contains 15387 members 
Mstep: Class 16 contains 9047 members 
Mstep: Class 17 contains 5365 members 
Mstep: Class 18 contains 8292 members 
Mstep: Class 19 contains 46042 members 
Mstep: Class 20 contains 142248 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 35588 members 
Mstep: Class 23 contains 5741 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 30989 members 
Mstep: Class 26 contains 6256 members 
Mstep: Class 28 contains 14701 members 
Mstep: Class 29 contains 72426 members 
Mstep: Class 30 contains 806 members 
Mstep: Class 31 contains 4425 members 
Mstep: Class 32 contains 1217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934928.000000 Penalty: 106614.398438
Iteration 85Q: 32 clusters Score -1.429349e+08 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2666 members 
Mstep: Class 3 contains 176520 members 
Mstep: Class 4 contains 7336 members 
Mstep: Class 5 contains 131942 members 
Mstep: Class 6 contains 7375 members 
Mstep: Class 7 contains 51100 members 
Mstep: Class 8 contains 19399 members 
Mstep: Class 9 contains 140999 members 
Mstep: Class 10 contains 8543 members 
Mstep: Class 11 contains 21360 members 
Mstep: Class 12 contains 52660 members 
Mstep: Class 13 contains 599 members 
Mstep: Class 14 contains 27526 members 
Mstep: Class 15 contains 15588 members 
Mstep: Class 16 contains 9030 members 
Mstep: Class 17 contains 5399 members 
Mstep: Class 18 contains 8254 members 
Mstep: Class 19 contains 45879 members 
Mstep: Class 20 contains 142295 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 35438 members 
Mstep: Class 23 contains 5741 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31036 members 
Mstep: Class 26 contains 6270 members 
Mstep: Class 28 contains 14790 members 
Mstep: Class 29 contains 71994 members 
Mstep: Class 30 contains 820 members 
Mstep: Class 31 contains 4515 members 
Mstep: Class 32 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935520.000000 Penalty: 106614.398438
Iteration 86Q: 32 clusters Score -1.429355e+08 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2670 members 
Mstep: Class 3 contains 176680 members 
Mstep: Class 4 contains 7361 members 
Mstep: Class 5 contains 132356 members 
Mstep: Class 6 contains 7528 members 
Mstep: Class 7 contains 51031 members 
Mstep: Class 8 contains 19327 members 
Mstep: Class 9 contains 140795 members 
Mstep: Class 10 contains 8538 members 
Mstep: Class 11 contains 21342 members 
Mstep: Class 12 contains 52572 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 27445 members 
Mstep: Class 15 contains 15770 members 
Mstep: Class 16 contains 9011 members 
Mstep: Class 17 contains 5419 members 
Mstep: Class 18 contains 8225 members 
Mstep: Class 19 contains 45770 members 
Mstep: Class 20 contains 142333 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 35292 members 
Mstep: Class 23 contains 5741 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31083 members 
Mstep: Class 26 contains 6278 members 
Mstep: Class 28 contains 14864 members 
Mstep: Class 29 contains 71625 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 1223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935808.000000 Penalty: 106614.398438
Iteration 87Q: 32 clusters Score -1.429358e+08 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2673 members 
Mstep: Class 3 contains 176836 members 
Mstep: Class 4 contains 7373 members 
Mstep: Class 5 contains 132692 members 
Mstep: Class 6 contains 7672 members 
Mstep: Class 7 contains 50965 members 
Mstep: Class 8 contains 19278 members 
Mstep: Class 9 contains 140633 members 
Mstep: Class 10 contains 8523 members 
Mstep: Class 11 contains 21316 members 
Mstep: Class 12 contains 52514 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 27386 members 
Mstep: Class 15 contains 15970 members 
Mstep: Class 16 contains 8991 members 
Mstep: Class 17 contains 5437 members 
Mstep: Class 18 contains 8207 members 
Mstep: Class 19 contains 45631 members 
Mstep: Class 20 contains 142279 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 35168 members 
Mstep: Class 23 contains 5750 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31138 members 
Mstep: Class 26 contains 6291 members 
Mstep: Class 28 contains 14921 members 
Mstep: Class 29 contains 71340 members 
Mstep: Class 30 contains 828 members 
Mstep: Class 31 contains 4659 members 
Mstep: Class 32 contains 1227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142936192.000000 Penalty: 106614.398438
Iteration 88Q: 32 clusters Score -1.429362e+08 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2674 members 
Mstep: Class 3 contains 176970 members 
Mstep: Class 4 contains 7387 members 
Mstep: Class 5 contains 132940 members 
Mstep: Class 6 contains 7806 members 
Mstep: Class 7 contains 50904 members 
Mstep: Class 8 contains 19229 members 
Mstep: Class 9 contains 140489 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 21273 members 
Mstep: Class 12 contains 52457 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 27368 members 
Mstep: Class 15 contains 16227 members 
Mstep: Class 16 contains 8974 members 
Mstep: Class 17 contains 5448 members 
Mstep: Class 18 contains 8189 members 
Mstep: Class 19 contains 45495 members 
Mstep: Class 20 contains 142245 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 35096 members 
Mstep: Class 23 contains 5755 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31176 members 
Mstep: Class 26 contains 6308 members 
Mstep: Class 28 contains 14957 members 
Mstep: Class 29 contains 71045 members 
Mstep: Class 30 contains 830 members 
Mstep: Class 31 contains 4712 members 
Mstep: Class 32 contains 1230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142936592.000000 Penalty: 106614.398438
Iteration 89Q: 32 clusters Score -1.429366e+08 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2673 members 
Mstep: Class 3 contains 177007 members 
Mstep: Class 4 contains 7408 members 
Mstep: Class 5 contains 133157 members 
Mstep: Class 6 contains 7946 members 
Mstep: Class 7 contains 50843 members 
Mstep: Class 8 contains 19192 members 
Mstep: Class 9 contains 140326 members 
Mstep: Class 10 contains 8502 members 
Mstep: Class 11 contains 21247 members 
Mstep: Class 12 contains 52395 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 27339 members 
Mstep: Class 15 contains 16524 members 
Mstep: Class 16 contains 8965 members 
Mstep: Class 17 contains 5459 members 
Mstep: Class 18 contains 8187 members 
Mstep: Class 19 contains 45390 members 
Mstep: Class 20 contains 142178 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 35039 members 
Mstep: Class 23 contains 5760 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31209 members 
Mstep: Class 26 contains 6316 members 
Mstep: Class 28 contains 14994 members 
Mstep: Class 29 contains 70815 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 1231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142936704.000000 Penalty: 106614.398438
Iteration 90Q: 32 clusters Score -1.429367e+08 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2674 members 
Mstep: Class 3 contains 177029 members 
Mstep: Class 4 contains 7417 members 
Mstep: Class 5 contains 133414 members 
Mstep: Class 6 contains 8118 members 
Mstep: Class 7 contains 50786 members 
Mstep: Class 8 contains 19161 members 
Mstep: Class 9 contains 140172 members 
Mstep: Class 10 contains 8503 members 
Mstep: Class 11 contains 21227 members 
Mstep: Class 12 contains 52307 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 27318 members 
Mstep: Class 15 contains 16801 members 
Mstep: Class 16 contains 8951 members 
Mstep: Class 17 contains 5461 members 
Mstep: Class 18 contains 8175 members 
Mstep: Class 19 contains 45296 members 
Mstep: Class 20 contains 142111 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34965 members 
Mstep: Class 23 contains 5763 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31236 members 
Mstep: Class 26 contains 6327 members 
Mstep: Class 28 contains 15017 members 
Mstep: Class 29 contains 70593 members 
Mstep: Class 30 contains 833 members 
Mstep: Class 31 contains 4812 members 
Mstep: Class 32 contains 1233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142937280.000000 Penalty: 106614.398438
Iteration 91Q: 32 clusters Score -1.429373e+08 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2678 members 
Mstep: Class 3 contains 177042 members 
Mstep: Class 4 contains 7433 members 
Mstep: Class 5 contains 133569 members 
Mstep: Class 6 contains 8256 members 
Mstep: Class 7 contains 50736 members 
Mstep: Class 8 contains 19125 members 
Mstep: Class 9 contains 140000 members 
Mstep: Class 10 contains 8507 members 
Mstep: Class 11 contains 21201 members 
Mstep: Class 12 contains 52228 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 27284 members 
Mstep: Class 15 contains 17114 members 
Mstep: Class 16 contains 8947 members 
Mstep: Class 17 contains 5469 members 
Mstep: Class 18 contains 8163 members 
Mstep: Class 19 contains 45201 members 
Mstep: Class 20 contains 142094 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34917 members 
Mstep: Class 23 contains 5770 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31250 members 
Mstep: Class 26 contains 6340 members 
Mstep: Class 28 contains 15045 members 
Mstep: Class 29 contains 70413 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 4849 members 
Mstep: Class 32 contains 1233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142937472.000000 Penalty: 106614.398438
Iteration 92Q: 32 clusters Score -1.429375e+08 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2679 members 
Mstep: Class 3 contains 177043 members 
Mstep: Class 4 contains 7446 members 
Mstep: Class 5 contains 133740 members 
Mstep: Class 6 contains 8399 members 
Mstep: Class 7 contains 50693 members 
Mstep: Class 8 contains 19086 members 
Mstep: Class 9 contains 139829 members 
Mstep: Class 10 contains 8503 members 
Mstep: Class 11 contains 21175 members 
Mstep: Class 12 contains 52152 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 27247 members 
Mstep: Class 15 contains 17447 members 
Mstep: Class 16 contains 8937 members 
Mstep: Class 17 contains 5475 members 
Mstep: Class 18 contains 8158 members 
Mstep: Class 19 contains 45096 members 
Mstep: Class 20 contains 142135 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34830 members 
Mstep: Class 23 contains 5769 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31253 members 
Mstep: Class 26 contains 6355 members 
Mstep: Class 28 contains 15075 members 
Mstep: Class 29 contains 70219 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 4893 members 
Mstep: Class 32 contains 1233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142937648.000000 Penalty: 106614.398438
Iteration 93Q: 32 clusters Score -1.429376e+08 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2681 members 
Mstep: Class 3 contains 176929 members 
Mstep: Class 4 contains 7457 members 
Mstep: Class 5 contains 133899 members 
Mstep: Class 6 contains 8572 members 
Mstep: Class 7 contains 50652 members 
Mstep: Class 8 contains 19055 members 
Mstep: Class 9 contains 139708 members 
Mstep: Class 10 contains 8497 members 
Mstep: Class 11 contains 21173 members 
Mstep: Class 12 contains 52072 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 27209 members 
Mstep: Class 15 contains 17760 members 
Mstep: Class 16 contains 8934 members 
Mstep: Class 17 contains 5487 members 
Mstep: Class 18 contains 8151 members 
Mstep: Class 19 contains 45018 members 
Mstep: Class 20 contains 142167 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34769 members 
Mstep: Class 23 contains 5770 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31247 members 
Mstep: Class 26 contains 6364 members 
Mstep: Class 28 contains 15099 members 
Mstep: Class 29 contains 70029 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 4933 members 
Mstep: Class 32 contains 1235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142937616.000000 Penalty: 106614.398438
Iteration 94Q: 32 clusters Score -1.429376e+08 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2682 members 
Mstep: Class 3 contains 176799 members 
Mstep: Class 4 contains 7461 members 
Mstep: Class 5 contains 134054 members 
Mstep: Class 6 contains 8757 members 
Mstep: Class 7 contains 50609 members 
Mstep: Class 8 contains 19022 members 
Mstep: Class 9 contains 139647 members 
Mstep: Class 10 contains 8501 members 
Mstep: Class 11 contains 21158 members 
Mstep: Class 12 contains 52000 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 27175 members 
Mstep: Class 15 contains 18083 members 
Mstep: Class 16 contains 8926 members 
Mstep: Class 17 contains 5494 members 
Mstep: Class 18 contains 8137 members 
Mstep: Class 19 contains 44936 members 
Mstep: Class 20 contains 142203 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34703 members 
Mstep: Class 23 contains 5771 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31238 members 
Mstep: Class 26 contains 6376 members 
Mstep: Class 28 contains 15119 members 
Mstep: Class 29 contains 69817 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 4967 members 
Mstep: Class 32 contains 1235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142937808.000000 Penalty: 106614.398438
Iteration 95Q: 32 clusters Score -1.429378e+08 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2684 members 
Mstep: Class 3 contains 176622 members 
Mstep: Class 4 contains 7476 members 
Mstep: Class 5 contains 134176 members 
Mstep: Class 6 contains 8943 members 
Mstep: Class 7 contains 50586 members 
Mstep: Class 8 contains 18999 members 
Mstep: Class 9 contains 139580 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 21135 members 
Mstep: Class 12 contains 51930 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 27162 members 
Mstep: Class 15 contains 18421 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 5509 members 
Mstep: Class 18 contains 8130 members 
Mstep: Class 19 contains 44871 members 
Mstep: Class 20 contains 142184 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34637 members 
Mstep: Class 23 contains 5774 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31229 members 
Mstep: Class 26 contains 6391 members 
Mstep: Class 28 contains 15133 members 
Mstep: Class 29 contains 69638 members 
Mstep: Class 30 contains 840 members 
Mstep: Class 31 contains 4999 members 
Mstep: Class 32 contains 1235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142938032.000000 Penalty: 106614.398438
Iteration 96Q: 32 clusters Score -1.42938e+08 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2685 members 
Mstep: Class 3 contains 176396 members 
Mstep: Class 4 contains 7485 members 
Mstep: Class 5 contains 134283 members 
Mstep: Class 6 contains 9144 members 
Mstep: Class 7 contains 50569 members 
Mstep: Class 8 contains 18974 members 
Mstep: Class 9 contains 139537 members 
Mstep: Class 10 contains 8499 members 
Mstep: Class 11 contains 21113 members 
Mstep: Class 12 contains 51874 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 27143 members 
Mstep: Class 15 contains 18743 members 
Mstep: Class 16 contains 8935 members 
Mstep: Class 17 contains 5516 members 
Mstep: Class 18 contains 8127 members 
Mstep: Class 19 contains 44827 members 
Mstep: Class 20 contains 142122 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34587 members 
Mstep: Class 23 contains 5783 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31228 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 28 contains 15144 members 
Mstep: Class 29 contains 69492 members 
Mstep: Class 30 contains 845 members 
Mstep: Class 31 contains 5027 members 
Mstep: Class 32 contains 1234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142938064.000000 Penalty: 106614.398438
Iteration 97Q: 32 clusters Score -1.429381e+08 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2688 members 
Mstep: Class 3 contains 176175 members 
Mstep: Class 4 contains 7496 members 
Mstep: Class 5 contains 134350 members 
Mstep: Class 6 contains 9338 members 
Mstep: Class 7 contains 50540 members 
Mstep: Class 8 contains 18947 members 
Mstep: Class 9 contains 139524 members 
Mstep: Class 10 contains 8500 members 
Mstep: Class 11 contains 21108 members 
Mstep: Class 12 contains 51823 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 27118 members 
Mstep: Class 15 contains 19066 members 
Mstep: Class 16 contains 8934 members 
Mstep: Class 17 contains 5523 members 
Mstep: Class 18 contains 8122 members 
Mstep: Class 19 contains 44773 members 
Mstep: Class 20 contains 142091 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34530 members 
Mstep: Class 23 contains 5791 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31225 members 
Mstep: Class 26 contains 6414 members 
Mstep: Class 28 contains 15153 members 
Mstep: Class 29 contains 69359 members 
Mstep: Class 30 contains 847 members 
Mstep: Class 31 contains 5051 members 
Mstep: Class 32 contains 1233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142938384.000000 Penalty: 106614.398438
Iteration 98Q: 32 clusters Score -1.429384e+08 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2689 members 
Mstep: Class 3 contains 175845 members 
Mstep: Class 4 contains 7504 members 
Mstep: Class 5 contains 134352 members 
Mstep: Class 6 contains 9578 members 
Mstep: Class 7 contains 50542 members 
Mstep: Class 8 contains 18934 members 
Mstep: Class 9 contains 139531 members 
Mstep: Class 10 contains 8497 members 
Mstep: Class 11 contains 21108 members 
Mstep: Class 12 contains 51773 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 27094 members 
Mstep: Class 15 contains 19396 members 
Mstep: Class 16 contains 8928 members 
Mstep: Class 17 contains 5527 members 
Mstep: Class 18 contains 8119 members 
Mstep: Class 19 contains 44711 members 
Mstep: Class 20 contains 142077 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34492 members 
Mstep: Class 23 contains 5796 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31236 members 
Mstep: Class 26 contains 6426 members 
Mstep: Class 28 contains 15167 members 
Mstep: Class 29 contains 69247 members 
Mstep: Class 30 contains 848 members 
Mstep: Class 31 contains 5069 members 
Mstep: Class 32 contains 1233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142938384.000000 Penalty: 106614.398438
Iteration 99Q: 32 clusters Score -1.429384e+08 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2690 members 
Mstep: Class 3 contains 175516 members 
Mstep: Class 4 contains 7516 members 
Mstep: Class 5 contains 134343 members 
Mstep: Class 6 contains 9836 members 
Mstep: Class 7 contains 50528 members 
Mstep: Class 8 contains 18917 members 
Mstep: Class 9 contains 139553 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 21092 members 
Mstep: Class 12 contains 51712 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 27070 members 
Mstep: Class 15 contains 19703 members 
Mstep: Class 16 contains 8928 members 
Mstep: Class 17 contains 5526 members 
Mstep: Class 18 contains 8116 members 
Mstep: Class 19 contains 44663 members 
Mstep: Class 20 contains 142103 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34465 members 
Mstep: Class 23 contains 5800 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31254 members 
Mstep: Class 26 contains 6433 members 
Mstep: Class 28 contains 15177 members 
Mstep: Class 29 contains 69122 members 
Mstep: Class 30 contains 849 members 
Mstep: Class 31 contains 5083 members 
Mstep: Class 32 contains 1233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142939072.000000 Penalty: 106614.398438
Iteration 100F: 32 clusters Score -1.429391e+08 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2691 members 
Mstep: Class 3 contains 175161 members 
Mstep: Class 4 contains 7526 members 
Mstep: Class 5 contains 134292 members 
Mstep: Class 6 contains 10095 members 
Mstep: Class 7 contains 50510 members 
Mstep: Class 8 contains 18897 members 
Mstep: Class 9 contains 139560 members 
Mstep: Class 10 contains 8488 members 
Mstep: Class 11 contains 21074 members 
Mstep: Class 12 contains 51651 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 27048 members 
Mstep: Class 15 contains 20078 members 
Mstep: Class 16 contains 8935 members 
Mstep: Class 17 contains 5528 members 
Mstep: Class 18 contains 8114 members 
Mstep: Class 19 contains 44627 members 
Mstep: Class 20 contains 142106 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34440 members 
Mstep: Class 23 contains 5805 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31274 members 
Mstep: Class 26 contains 6439 members 
Mstep: Class 28 contains 15186 members 
Mstep: Class 29 contains 69010 members 
Mstep: Class 30 contains 850 members 
Mstep: Class 31 contains 5098 members 
Mstep: Class 32 contains 1234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142939088.000000 Penalty: 106614.398438
Iteration 101Q: 32 clusters Score -1.429391e+08 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2693 members 
Mstep: Class 3 contains 174801 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 134280 members 
Mstep: Class 6 contains 10372 members 
Mstep: Class 7 contains 50477 members 
Mstep: Class 8 contains 18864 members 
Mstep: Class 9 contains 139566 members 
Mstep: Class 10 contains 8485 members 
Mstep: Class 11 contains 21069 members 
Mstep: Class 12 contains 51586 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 27029 members 
Mstep: Class 15 contains 20449 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 17 contains 5532 members 
Mstep: Class 18 contains 8106 members 
Mstep: Class 19 contains 44606 members 
Mstep: Class 20 contains 142080 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34428 members 
Mstep: Class 23 contains 5811 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31284 members 
Mstep: Class 26 contains 6445 members 
Mstep: Class 28 contains 15196 members 
Mstep: Class 29 contains 68900 members 
Mstep: Class 30 contains 853 members 
Mstep: Class 31 contains 5109 members 
Mstep: Class 32 contains 1234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142938720.000000 Penalty: 106614.398438
Iteration 102Q: 32 clusters Score -1.429387e+08 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2698 members 
Mstep: Class 3 contains 174411 members 
Mstep: Class 4 contains 7545 members 
Mstep: Class 5 contains 134298 members 
Mstep: Class 6 contains 10671 members 
Mstep: Class 7 contains 50417 members 
Mstep: Class 8 contains 18819 members 
Mstep: Class 9 contains 139535 members 
Mstep: Class 10 contains 8483 members 
Mstep: Class 11 contains 21071 members 
Mstep: Class 12 contains 51548 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 26999 members 
Mstep: Class 15 contains 20816 members 
Mstep: Class 16 contains 8918 members 
Mstep: Class 17 contains 5539 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 44582 members 
Mstep: Class 20 contains 142080 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34417 members 
Mstep: Class 23 contains 5817 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31281 members 
Mstep: Class 26 contains 6450 members 
Mstep: Class 28 contains 15208 members 
Mstep: Class 29 contains 68800 members 
Mstep: Class 30 contains 855 members 
Mstep: Class 31 contains 5120 members 
Mstep: Class 32 contains 1235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142939264.000000 Penalty: 106614.398438
Iteration 103Q: 32 clusters Score -1.429393e+08 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2698 members 
Mstep: Class 3 contains 174071 members 
Mstep: Class 4 contains 7554 members 
Mstep: Class 5 contains 134260 members 
Mstep: Class 6 contains 10946 members 
Mstep: Class 7 contains 50357 members 
Mstep: Class 8 contains 18778 members 
Mstep: Class 9 contains 139526 members 
Mstep: Class 10 contains 8489 members 
Mstep: Class 11 contains 21061 members 
Mstep: Class 12 contains 51508 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 26971 members 
Mstep: Class 15 contains 21242 members 
Mstep: Class 16 contains 8917 members 
Mstep: Class 17 contains 5540 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 44555 members 
Mstep: Class 20 contains 142051 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34413 members 
Mstep: Class 23 contains 5820 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31287 members 
Mstep: Class 26 contains 6457 members 
Mstep: Class 28 contains 15216 members 
Mstep: Class 29 contains 68678 members 
Mstep: Class 30 contains 855 members 
Mstep: Class 31 contains 5126 members 
Mstep: Class 32 contains 1235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142939264.000000 Penalty: 106614.398438
Iteration 104Q: 32 clusters Score -1.429393e+08 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2700 members 
Mstep: Class 3 contains 173621 members 
Mstep: Class 4 contains 7563 members 
Mstep: Class 5 contains 134227 members 
Mstep: Class 6 contains 11278 members 
Mstep: Class 7 contains 50330 members 
Mstep: Class 8 contains 18751 members 
Mstep: Class 9 contains 139472 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 21062 members 
Mstep: Class 12 contains 51491 members 
Mstep: Class 13 contains 604 members 
Mstep: Class 14 contains 26954 members 
Mstep: Class 15 contains 21673 members 
Mstep: Class 16 contains 8912 members 
Mstep: Class 17 contains 5544 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 44514 members 
Mstep: Class 20 contains 142013 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34415 members 
Mstep: Class 23 contains 5827 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31304 members 
Mstep: Class 26 contains 6461 members 
Mstep: Class 28 contains 15223 members 
Mstep: Class 29 contains 68553 members 
Mstep: Class 30 contains 856 members 
Mstep: Class 31 contains 5136 members 
Mstep: Class 32 contains 1235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142939376.000000 Penalty: 106614.398438
Iteration 105Q: 32 clusters Score -1.429394e+08 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2702 members 
Mstep: Class 3 contains 173199 members 
Mstep: Class 4 contains 7576 members 
Mstep: Class 5 contains 134206 members 
Mstep: Class 6 contains 11573 members 
Mstep: Class 7 contains 50265 members 
Mstep: Class 8 contains 18737 members 
Mstep: Class 9 contains 139439 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 21072 members 
Mstep: Class 12 contains 51467 members 
Mstep: Class 13 contains 604 members 
Mstep: Class 14 contains 26937 members 
Mstep: Class 15 contains 22117 members 
Mstep: Class 16 contains 8906 members 
Mstep: Class 17 contains 5545 members 
Mstep: Class 18 contains 8098 members 
Mstep: Class 19 contains 44476 members 
Mstep: Class 20 contains 141973 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34423 members 
Mstep: Class 23 contains 5835 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31313 members 
Mstep: Class 26 contains 6466 members 
Mstep: Class 28 contains 15225 members 
Mstep: Class 29 contains 68427 members 
Mstep: Class 30 contains 860 members 
Mstep: Class 31 contains 5146 members 
Mstep: Class 32 contains 1235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142939840.000000 Penalty: 106614.398438
Iteration 106Q: 32 clusters Score -1.429398e+08 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2706 members 
Mstep: Class 3 contains 172775 members 
Mstep: Class 4 contains 7587 members 
Mstep: Class 5 contains 134164 members 
Mstep: Class 6 contains 11868 members 
Mstep: Class 7 contains 50178 members 
Mstep: Class 8 contains 18716 members 
Mstep: Class 9 contains 139454 members 
Mstep: Class 10 contains 8498 members 
Mstep: Class 11 contains 21079 members 
Mstep: Class 12 contains 51449 members 
Mstep: Class 13 contains 604 members 
Mstep: Class 14 contains 26915 members 
Mstep: Class 15 contains 22568 members 
Mstep: Class 16 contains 8899 members 
Mstep: Class 17 contains 5548 members 
Mstep: Class 18 contains 8097 members 
Mstep: Class 19 contains 44451 members 
Mstep: Class 20 contains 141935 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34414 members 
Mstep: Class 23 contains 5838 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31310 members 
Mstep: Class 26 contains 6470 members 
Mstep: Class 28 contains 15229 members 
Mstep: Class 29 contains 68315 members 
Mstep: Class 30 contains 862 members 
Mstep: Class 31 contains 5155 members 
Mstep: Class 32 contains 1235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142939888.000000 Penalty: 106614.398438
Iteration 107Q: 32 clusters Score -1.429399e+08 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2709 members 
Mstep: Class 3 contains 172350 members 
Mstep: Class 4 contains 7591 members 
Mstep: Class 5 contains 134044 members 
Mstep: Class 6 contains 12217 members 
Mstep: Class 7 contains 50118 members 
Mstep: Class 8 contains 18698 members 
Mstep: Class 9 contains 139452 members 
Mstep: Class 10 contains 8499 members 
Mstep: Class 11 contains 21077 members 
Mstep: Class 12 contains 51428 members 
Mstep: Class 13 contains 604 members 
Mstep: Class 14 contains 26889 members 
Mstep: Class 15 contains 23015 members 
Mstep: Class 16 contains 8904 members 
Mstep: Class 17 contains 5548 members 
Mstep: Class 18 contains 8093 members 
Mstep: Class 19 contains 44425 members 
Mstep: Class 20 contains 141918 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34412 members 
Mstep: Class 23 contains 5839 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31318 members 
Mstep: Class 26 contains 6470 members 
Mstep: Class 28 contains 15236 members 
Mstep: Class 29 contains 68204 members 
Mstep: Class 30 contains 861 members 
Mstep: Class 31 contains 5164 members 
Mstep: Class 32 contains 1236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940144.000000 Penalty: 106614.398438
Iteration 108Q: 32 clusters Score -1.429401e+08 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2711 members 
Mstep: Class 3 contains 171856 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 133928 members 
Mstep: Class 6 contains 12613 members 
Mstep: Class 7 contains 50063 members 
Mstep: Class 8 contains 18685 members 
Mstep: Class 9 contains 139440 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 21082 members 
Mstep: Class 12 contains 51448 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26872 members 
Mstep: Class 15 contains 23463 members 
Mstep: Class 16 contains 8903 members 
Mstep: Class 17 contains 5550 members 
Mstep: Class 18 contains 8091 members 
Mstep: Class 19 contains 44403 members 
Mstep: Class 20 contains 141868 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34397 members 
Mstep: Class 23 contains 5840 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31330 members 
Mstep: Class 26 contains 6471 members 
Mstep: Class 28 contains 15243 members 
Mstep: Class 29 contains 68098 members 
Mstep: Class 30 contains 862 members 
Mstep: Class 31 contains 5172 members 
Mstep: Class 32 contains 1236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940432.000000 Penalty: 106614.398438
Iteration 109Q: 32 clusters Score -1.429404e+08 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2711 members 
Mstep: Class 3 contains 171342 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 133836 members 
Mstep: Class 6 contains 12989 members 
Mstep: Class 7 contains 50007 members 
Mstep: Class 8 contains 18672 members 
Mstep: Class 9 contains 139482 members 
Mstep: Class 10 contains 8497 members 
Mstep: Class 11 contains 21062 members 
Mstep: Class 12 contains 51459 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26855 members 
Mstep: Class 15 contains 23944 members 
Mstep: Class 16 contains 8894 members 
Mstep: Class 17 contains 5552 members 
Mstep: Class 18 contains 8093 members 
Mstep: Class 19 contains 44391 members 
Mstep: Class 20 contains 141794 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34360 members 
Mstep: Class 23 contains 5840 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31345 members 
Mstep: Class 26 contains 6471 members 
Mstep: Class 28 contains 15246 members 
Mstep: Class 29 contains 68001 members 
Mstep: Class 30 contains 862 members 
Mstep: Class 31 contains 5179 members 
Mstep: Class 32 contains 1237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940640.000000 Penalty: 106614.398438
Iteration 110Q: 32 clusters Score -1.429406e+08 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2711 members 
Mstep: Class 3 contains 170835 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 133750 members 
Mstep: Class 6 contains 13384 members 
Mstep: Class 7 contains 49927 members 
Mstep: Class 8 contains 18662 members 
Mstep: Class 9 contains 139513 members 
Mstep: Class 10 contains 8498 members 
Mstep: Class 11 contains 21060 members 
Mstep: Class 12 contains 51460 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26842 members 
Mstep: Class 15 contains 24423 members 
Mstep: Class 16 contains 8883 members 
Mstep: Class 17 contains 5551 members 
Mstep: Class 18 contains 8094 members 
Mstep: Class 19 contains 44360 members 
Mstep: Class 20 contains 141701 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34348 members 
Mstep: Class 23 contains 5843 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31359 members 
Mstep: Class 26 contains 6470 members 
Mstep: Class 28 contains 15249 members 
Mstep: Class 29 contains 67906 members 
Mstep: Class 30 contains 863 members 
Mstep: Class 31 contains 5187 members 
Mstep: Class 32 contains 1237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940720.000000 Penalty: 106614.398438
Iteration 111Q: 32 clusters Score -1.429407e+08 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2711 members 
Mstep: Class 3 contains 170256 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 133645 members 
Mstep: Class 6 contains 13814 members 
Mstep: Class 7 contains 49853 members 
Mstep: Class 8 contains 18656 members 
Mstep: Class 9 contains 139539 members 
Mstep: Class 10 contains 8498 members 
Mstep: Class 11 contains 21038 members 
Mstep: Class 12 contains 51452 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26826 members 
Mstep: Class 15 contains 24892 members 
Mstep: Class 16 contains 8869 members 
Mstep: Class 17 contains 5555 members 
Mstep: Class 18 contains 8095 members 
Mstep: Class 19 contains 44330 members 
Mstep: Class 20 contains 141642 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34361 members 
Mstep: Class 23 contains 5842 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31391 members 
Mstep: Class 26 contains 6469 members 
Mstep: Class 28 contains 15254 members 
Mstep: Class 29 contains 67836 members 
Mstep: Class 30 contains 864 members 
Mstep: Class 31 contains 5195 members 
Mstep: Class 32 contains 1237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940272.000000 Penalty: 106614.398438
Iteration 112Q: 32 clusters Score -1.429403e+08 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 169661 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 133545 members 
Mstep: Class 6 contains 14240 members 
Mstep: Class 7 contains 49761 members 
Mstep: Class 8 contains 18643 members 
Mstep: Class 9 contains 139597 members 
Mstep: Class 10 contains 8500 members 
Mstep: Class 11 contains 21009 members 
Mstep: Class 12 contains 51444 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26808 members 
Mstep: Class 15 contains 25342 members 
Mstep: Class 16 contains 8869 members 
Mstep: Class 17 contains 5555 members 
Mstep: Class 18 contains 8085 members 
Mstep: Class 19 contains 44298 members 
Mstep: Class 20 contains 141629 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34360 members 
Mstep: Class 23 contains 5844 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31421 members 
Mstep: Class 26 contains 6468 members 
Mstep: Class 28 contains 15258 members 
Mstep: Class 29 contains 67764 members 
Mstep: Class 30 contains 866 members 
Mstep: Class 31 contains 5200 members 
Mstep: Class 32 contains 1237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940432.000000 Penalty: 106614.398438
Iteration 113Q: 32 clusters Score -1.429404e+08 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 169030 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 133460 members 
Mstep: Class 6 contains 14710 members 
Mstep: Class 7 contains 49661 members 
Mstep: Class 8 contains 18622 members 
Mstep: Class 9 contains 139640 members 
Mstep: Class 10 contains 8500 members 
Mstep: Class 11 contains 20996 members 
Mstep: Class 12 contains 51452 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 26792 members 
Mstep: Class 15 contains 25815 members 
Mstep: Class 16 contains 8863 members 
Mstep: Class 17 contains 5552 members 
Mstep: Class 18 contains 8079 members 
Mstep: Class 19 contains 44264 members 
Mstep: Class 20 contains 141619 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34344 members 
Mstep: Class 23 contains 5849 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31444 members 
Mstep: Class 26 contains 6469 members 
Mstep: Class 28 contains 15259 members 
Mstep: Class 29 contains 67672 members 
Mstep: Class 30 contains 868 members 
Mstep: Class 31 contains 5206 members 
Mstep: Class 32 contains 1237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940176.000000 Penalty: 106614.398438
Iteration 114Q: 32 clusters Score -1.429402e+08 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 168370 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 133402 members 
Mstep: Class 6 contains 15147 members 
Mstep: Class 7 contains 49534 members 
Mstep: Class 8 contains 18599 members 
Mstep: Class 9 contains 139687 members 
Mstep: Class 10 contains 8504 members 
Mstep: Class 11 contains 20997 members 
Mstep: Class 12 contains 51466 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 26783 members 
Mstep: Class 15 contains 26333 members 
Mstep: Class 16 contains 8857 members 
Mstep: Class 17 contains 5553 members 
Mstep: Class 18 contains 8073 members 
Mstep: Class 19 contains 44231 members 
Mstep: Class 20 contains 141604 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34338 members 
Mstep: Class 23 contains 5853 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31470 members 
Mstep: Class 26 contains 6470 members 
Mstep: Class 28 contains 15260 members 
Mstep: Class 29 contains 67555 members 
Mstep: Class 30 contains 869 members 
Mstep: Class 31 contains 5211 members 
Mstep: Class 32 contains 1237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940464.000000 Penalty: 106614.398438
Iteration 115Q: 32 clusters Score -1.429405e+08 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 167639 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 133360 members 
Mstep: Class 6 contains 15651 members 
Mstep: Class 7 contains 49417 members 
Mstep: Class 8 contains 18584 members 
Mstep: Class 9 contains 139757 members 
Mstep: Class 10 contains 8504 members 
Mstep: Class 11 contains 20978 members 
Mstep: Class 12 contains 51469 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 26767 members 
Mstep: Class 15 contains 26877 members 
Mstep: Class 16 contains 8852 members 
Mstep: Class 17 contains 5556 members 
Mstep: Class 18 contains 8072 members 
Mstep: Class 19 contains 44202 members 
Mstep: Class 20 contains 141552 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34321 members 
Mstep: Class 23 contains 5855 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31485 members 
Mstep: Class 26 contains 6472 members 
Mstep: Class 28 contains 15265 members 
Mstep: Class 29 contains 67443 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 5221 members 
Mstep: Class 32 contains 1236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940272.000000 Penalty: 106614.398438
Iteration 116Q: 32 clusters Score -1.429403e+08 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 166804 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 133331 members 
Mstep: Class 6 contains 16210 members 
Mstep: Class 7 contains 49314 members 
Mstep: Class 8 contains 18569 members 
Mstep: Class 9 contains 139817 members 
Mstep: Class 10 contains 8506 members 
Mstep: Class 11 contains 20980 members 
Mstep: Class 12 contains 51471 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 26756 members 
Mstep: Class 15 contains 27446 members 
Mstep: Class 16 contains 8852 members 
Mstep: Class 17 contains 5559 members 
Mstep: Class 18 contains 8066 members 
Mstep: Class 19 contains 44177 members 
Mstep: Class 20 contains 141509 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34289 members 
Mstep: Class 23 contains 5854 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31502 members 
Mstep: Class 26 contains 6471 members 
Mstep: Class 28 contains 15269 members 
Mstep: Class 29 contains 67321 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 5227 members 
Mstep: Class 32 contains 1235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940160.000000 Penalty: 106614.398438
Iteration 117Q: 32 clusters Score -1.429402e+08 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 165946 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 133309 members 
Mstep: Class 6 contains 16764 members 
Mstep: Class 7 contains 49203 members 
Mstep: Class 8 contains 18554 members 
Mstep: Class 9 contains 139909 members 
Mstep: Class 10 contains 8505 members 
Mstep: Class 11 contains 20980 members 
Mstep: Class 12 contains 51497 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 26743 members 
Mstep: Class 15 contains 27980 members 
Mstep: Class 16 contains 8860 members 
Mstep: Class 17 contains 5563 members 
Mstep: Class 18 contains 8061 members 
Mstep: Class 19 contains 44144 members 
Mstep: Class 20 contains 141475 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34261 members 
Mstep: Class 23 contains 5854 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31513 members 
Mstep: Class 26 contains 6469 members 
Mstep: Class 28 contains 15275 members 
Mstep: Class 29 contains 67198 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 5231 members 
Mstep: Class 32 contains 1236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940704.000000 Penalty: 106614.398438
Iteration 118Q: 32 clusters Score -1.429407e+08 nChanged 3287
Entering ConstructFrom: 
Score: -142940704.000000 Penalty: 106614.398438
Entering ConstructFrom: 
Trying to split cluster 1 (6037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Entering Unmasked Estep 
Score: -812804.187500 Penalty: 2159.004395
	Iteration 0F: 2 clusters Score -812804.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -807717.750000 Penalty: 4318.008789
	Iteration 0F: 3 clusters Score -807717.8 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -809128.687500 Penalty: 4318.008789
	Iteration 1F: 3 clusters Score -809128.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -809482.062500 Penalty: 4318.008789
	Iteration 2F: 3 clusters Score -809482.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -809772.812500 Penalty: 4318.008789
	Iteration 3F: 3 clusters Score -809772.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -809995.000000 Penalty: 4318.008789
	Iteration 4Q: 3 clusters Score -809995 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -810187.562500 Penalty: 4318.008789
	Iteration 5Q: 3 clusters Score -810187.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -810330.562500 Penalty: 4318.008789
	Iteration 6Q: 3 clusters Score -810330.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -810439.562500 Penalty: 4318.008789
	Iteration 7Q: 3 clusters Score -810439.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -810529.000000 Penalty: 4318.008789
	Iteration 8Q: 3 clusters Score -810529 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -810613.125000 Penalty: 4318.008789
	Iteration 9Q: 3 clusters Score -810613.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -810685.625000 Penalty: 4318.008789
	Iteration 10Q: 3 clusters Score -810685.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -810741.812500 Penalty: 4318.008789
	Iteration 11Q: 3 clusters Score -810741.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -810784.562500 Penalty: 4318.008789
	Iteration 12Q: 3 clusters Score -810784.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -810828.312500 Penalty: 4318.008789
	Iteration 13Q: 3 clusters Score -810828.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -810871.250000 Penalty: 4318.008789
	Iteration 14Q: 3 clusters Score -810871.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -810905.500000 Penalty: 4318.008789
	Iteration 15Q: 3 clusters Score -810905.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -810932.750000 Penalty: 4318.008789
	Iteration 16Q: 3 clusters Score -810932.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -810955.250000 Penalty: 4318.008789
	Iteration 17Q: 3 clusters Score -810955.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -810974.125000 Penalty: 4318.008789
	Iteration 18Q: 3 clusters Score -810974.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -810986.500000 Penalty: 4318.008789
	Iteration 19Q: 3 clusters Score -810986.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -810995.250000 Penalty: 4318.008789
	Iteration 20F: 3 clusters Score -810995.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -811001.187500 Penalty: 4318.008789
	Iteration 21Q: 3 clusters Score -811001.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -811008.375000 Penalty: 4318.008789
	Iteration 22Q: 3 clusters Score -811008.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -811020.312500 Penalty: 4318.008789
	Iteration 23Q: 3 clusters Score -811020.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -811027.125000 Penalty: 4318.008789
	Iteration 24Q: 3 clusters Score -811027.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -811036.187500 Penalty: 4318.008789
	Iteration 25Q: 3 clusters Score -811036.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -811043.000000 Penalty: 4318.008789
	Iteration 26Q: 3 clusters Score -811043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -811046.500000 Penalty: 4318.008789
	Iteration 27Q: 3 clusters Score -811046.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -811052.187500 Penalty: 4318.008789
	Iteration 28Q: 3 clusters Score -811052.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -811053.062500 Penalty: 4318.008789
	Iteration 29Q: 3 clusters Score -811053.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -811055.500000 Penalty: 4318.008789
	Iteration 30Q: 3 clusters Score -811055.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -811060.562500 Penalty: 4318.008789
	Iteration 31Q: 3 clusters Score -811060.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -811061.750000 Penalty: 4318.008789
	Iteration 32Q: 3 clusters Score -811061.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -811066.000000 Penalty: 4318.008789
	Iteration 33Q: 3 clusters Score -811066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -811065.937500 Penalty: 4318.008789
	Iteration 34Q: 3 clusters Score -811065.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -811068.000000 Penalty: 4318.008789
	Iteration 35Q: 3 clusters Score -811068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -811072.250000 Penalty: 4318.008789
	Iteration 36Q: 3 clusters Score -811072.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -811073.187500 Penalty: 4318.008789
	Iteration 37Q: 3 clusters Score -811073.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -811074.500000 Penalty: 4318.008789
	Iteration 38Q: 3 clusters Score -811074.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -811075.812500 Penalty: 4318.008789
	Iteration 39Q: 3 clusters Score -811075.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -811077.562500 Penalty: 4318.008789
	Iteration 40F: 3 clusters Score -811077.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -811077.625000 Penalty: 4318.008789
	Iteration 41Q: 3 clusters Score -811077.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -811077.750000 Penalty: 4318.008789
	Iteration 42Q: 3 clusters Score -811077.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -811077.375000 Penalty: 4318.008789
	Iteration 43Q: 3 clusters Score -811077.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -811083.062500 Penalty: 4318.008789
	Iteration 44Q: 3 clusters Score -811083.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -811084.625000 Penalty: 4318.008789
	Iteration 45Q: 3 clusters Score -811084.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -811086.375000 Penalty: 4318.008789
	Iteration 46Q: 3 clusters Score -811086.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -811088.562500 Penalty: 4318.008789
	Iteration 47Q: 3 clusters Score -811088.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -811094.812500 Penalty: 4318.008789
	Iteration 48Q: 3 clusters Score -811094.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -811094.875000 Penalty: 4318.008789
	Iteration 49Q: 3 clusters Score -811094.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -811098.687500 Penalty: 4318.008789
	Iteration 50Q: 3 clusters Score -811098.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -811100.937500 Penalty: 4318.008789
	Iteration 51Q: 3 clusters Score -811100.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -811105.187500 Penalty: 4318.008789
	Iteration 52Q: 3 clusters Score -811105.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -811106.375000 Penalty: 4318.008789
	Iteration 53Q: 3 clusters Score -811106.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -811110.687500 Penalty: 4318.008789
	Iteration 54Q: 3 clusters Score -811110.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -811112.812500 Penalty: 4318.008789
	Iteration 55Q: 3 clusters Score -811112.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -811114.000000 Penalty: 4318.008789
	Iteration 56Q: 3 clusters Score -811114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -811114.187500 Penalty: 4318.008789
	Iteration 57Q: 3 clusters Score -811114.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -811115.437500 Penalty: 4318.008789
	Iteration 58Q: 3 clusters Score -811115.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -811116.375000 Penalty: 4318.008789
	Iteration 59Q: 3 clusters Score -811116.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -811116.375000 Penalty: 4318.008789
	Iteration 60F: 3 clusters Score -811116.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Entering Unmasked Estep 
Score: -357371.250000 Penalty: 1960.549561
	Iteration 0F: 2 clusters Score -357371.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -354293.843750 Penalty: 3921.099121
	Iteration 0F: 3 clusters Score -354293.8 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -354921.843750 Penalty: 3921.099121
	Iteration 1F: 3 clusters Score -354921.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -355071.875000 Penalty: 3921.099121
	Iteration 2F: 3 clusters Score -355071.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -355165.875000 Penalty: 3921.099121
	Iteration 3Q: 3 clusters Score -355165.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -355227.812500 Penalty: 3921.099121
	Iteration 4Q: 3 clusters Score -355227.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -355279.718750 Penalty: 3921.099121
	Iteration 5Q: 3 clusters Score -355279.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -355325.750000 Penalty: 3921.099121
	Iteration 6Q: 3 clusters Score -355325.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -355375.468750 Penalty: 3921.099121
	Iteration 7Q: 3 clusters Score -355375.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -355407.718750 Penalty: 3921.099121
	Iteration 8Q: 3 clusters Score -355407.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -355452.093750 Penalty: 3921.099121
	Iteration 9Q: 3 clusters Score -355452.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -355490.500000 Penalty: 3921.099121
	Iteration 10Q: 3 clusters Score -355490.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -355532.031250 Penalty: 3921.099121
	Iteration 11Q: 3 clusters Score -355532 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -355584.031250 Penalty: 3921.099121
	Iteration 12Q: 3 clusters Score -355584 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -355630.437500 Penalty: 3921.099121
	Iteration 13Q: 3 clusters Score -355630.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -355683.625000 Penalty: 3921.099121
	Iteration 14Q: 3 clusters Score -355683.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -355722.625000 Penalty: 3921.099121
	Iteration 15Q: 3 clusters Score -355722.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -355759.343750 Penalty: 3921.099121
	Iteration 16Q: 3 clusters Score -355759.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -355793.156250 Penalty: 3921.099121
	Iteration 17Q: 3 clusters Score -355793.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -355836.468750 Penalty: 3921.099121
	Iteration 18Q: 3 clusters Score -355836.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -355873.875000 Penalty: 3921.099121
	Iteration 19Q: 3 clusters Score -355873.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -355894.906250 Penalty: 3921.099121
	Iteration 20F: 3 clusters Score -355894.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -355912.406250 Penalty: 3921.099121
	Iteration 21Q: 3 clusters Score -355912.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -355920.812500 Penalty: 3921.099121
	Iteration 22Q: 3 clusters Score -355920.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -355931.406250 Penalty: 3921.099121
	Iteration 23Q: 3 clusters Score -355931.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -355943.125000 Penalty: 3921.099121
	Iteration 24Q: 3 clusters Score -355943.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -355949.000000 Penalty: 3921.099121
	Iteration 25Q: 3 clusters Score -355949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -355952.187500 Penalty: 3921.099121
	Iteration 26Q: 3 clusters Score -355952.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -355953.437500 Penalty: 3921.099121
	Iteration 27Q: 3 clusters Score -355953.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -355952.906250 Penalty: 3921.099121
	Iteration 28Q: 3 clusters Score -355952.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -355952.906250 Penalty: 3921.099121
	Iteration 29F: 3 clusters Score -355952.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (165073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165073 members 
Entering Unmasked Estep 
Score: -22927566.000000 Penalty: 2979.507568
	Iteration 0F: 2 clusters Score -2.292757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82631 members 
Mstep: Class 2 contains 82442 members 
Entering Unmasked Estep 
Score: -22822492.000000 Penalty: 5959.015137
	Iteration 0F: 3 clusters Score -2.282249e+07 nChanged 79334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83199 members 
Mstep: Class 2 contains 81874 members 
Entering Unmasked Estep 
Score: -22868862.000000 Penalty: 5959.015137
	Iteration 1F: 3 clusters Score -2.286886e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83403 members 
Mstep: Class 2 contains 81670 members 
Entering Unmasked Estep 
Score: -22869808.000000 Penalty: 5959.015137
	Iteration 2Q: 3 clusters Score -2.286981e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83754 members 
Mstep: Class 2 contains 81319 members 
Entering Unmasked Estep 
Score: -22871016.000000 Penalty: 5959.015137
	Iteration 3Q: 3 clusters Score -2.287102e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84386 members 
Mstep: Class 2 contains 80687 members 
Entering Unmasked Estep 
Score: -22872726.000000 Penalty: 5959.015137
	Iteration 4Q: 3 clusters Score -2.287273e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85429 members 
Mstep: Class 2 contains 79644 members 
Entering Unmasked Estep 
Score: -22875070.000000 Penalty: 5959.015137
	Iteration 5Q: 3 clusters Score -2.287507e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87251 members 
Mstep: Class 2 contains 77822 members 
Entering Unmasked Estep 
Score: -22878160.000000 Penalty: 5959.015137
	Iteration 6Q: 3 clusters Score -2.287816e+07 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90218 members 
Mstep: Class 2 contains 74855 members 
Entering Unmasked Estep 
Score: -22883322.000000 Penalty: 5959.015137
	Iteration 7F: 3 clusters Score -2.288332e+07 nChanged 10871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94655 members 
Mstep: Class 2 contains 70418 members 
Entering Unmasked Estep 
Score: -22891036.000000 Penalty: 5959.015137
	Iteration 8F: 3 clusters Score -2.289104e+07 nChanged 12108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99771 members 
Mstep: Class 2 contains 65302 members 
Entering Unmasked Estep 
Score: -22901144.000000 Penalty: 5959.015137
	Iteration 9F: 3 clusters Score -2.290114e+07 nChanged 11095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104132 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -22909466.000000 Penalty: 5959.015137
	Iteration 10F: 3 clusters Score -2.290947e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107563 members 
Mstep: Class 2 contains 57510 members 
Entering Unmasked Estep 
Score: -22913446.000000 Penalty: 5959.015137
	Iteration 11Q: 3 clusters Score -2.291345e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110919 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -22915662.000000 Penalty: 5959.015137
	Iteration 12Q: 3 clusters Score -2.291566e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114384 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -22917484.000000 Penalty: 5959.015137
	Iteration 13Q: 3 clusters Score -2.291748e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117982 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -22918968.000000 Penalty: 5959.015137
	Iteration 14Q: 3 clusters Score -2.291897e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121609 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -22920406.000000 Penalty: 5959.015137
	Iteration 15Q: 3 clusters Score -2.292041e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125206 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -22921388.000000 Penalty: 5959.015137
	Iteration 16Q: 3 clusters Score -2.292139e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128707 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -22922238.000000 Penalty: 5959.015137
	Iteration 17Q: 3 clusters Score -2.292224e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132227 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -22923084.000000 Penalty: 5959.015137
	Iteration 18Q: 3 clusters Score -2.292308e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135503 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -22923658.000000 Penalty: 5959.015137
	Iteration 19Q: 3 clusters Score -2.292366e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138489 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -22924056.000000 Penalty: 5959.015137
	Iteration 20F: 3 clusters Score -2.292406e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141293 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -22924276.000000 Penalty: 5959.015137
	Iteration 21Q: 3 clusters Score -2.292428e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143847 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -22924660.000000 Penalty: 5959.015137
	Iteration 22Q: 3 clusters Score -2.292466e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146170 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -22924884.000000 Penalty: 5959.015137
	Iteration 23Q: 3 clusters Score -2.292488e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148218 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -22924964.000000 Penalty: 5959.015137
	Iteration 24Q: 3 clusters Score -2.292496e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149998 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -22925158.000000 Penalty: 5959.015137
	Iteration 25Q: 3 clusters Score -2.292516e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151603 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -22925254.000000 Penalty: 5959.015137
	Iteration 26Q: 3 clusters Score -2.292525e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152999 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -22925342.000000 Penalty: 5959.015137
	Iteration 27Q: 3 clusters Score -2.292534e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154272 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -22925376.000000 Penalty: 5959.015137
	Iteration 28Q: 3 clusters Score -2.292538e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155410 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -22925460.000000 Penalty: 5959.015137
	Iteration 29Q: 3 clusters Score -2.292546e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156409 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -22925424.000000 Penalty: 5959.015137
	Iteration 30Q: 3 clusters Score -2.292542e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157294 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -22925448.000000 Penalty: 5959.015137
	Iteration 31Q: 3 clusters Score -2.292545e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158100 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -22925436.000000 Penalty: 5959.015137
	Iteration 32Q: 3 clusters Score -2.292544e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158797 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -22925412.000000 Penalty: 5959.015137
	Iteration 33Q: 3 clusters Score -2.292541e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -22925430.000000 Penalty: 5959.015137
	Iteration 34Q: 3 clusters Score -2.292543e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159947 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -22925454.000000 Penalty: 5959.015137
	Iteration 35Q: 3 clusters Score -2.292545e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160446 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -22925408.000000 Penalty: 5959.015137
	Iteration 36Q: 3 clusters Score -2.292541e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160907 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -22925414.000000 Penalty: 5959.015137
	Iteration 37Q: 3 clusters Score -2.292541e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161309 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -22925490.000000 Penalty: 5959.015137
	Iteration 38Q: 3 clusters Score -2.292549e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161671 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -22925440.000000 Penalty: 5959.015137
	Iteration 39Q: 3 clusters Score -2.292544e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161983 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -22925520.000000 Penalty: 5959.015137
	Iteration 40F: 3 clusters Score -2.292552e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162241 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -22925522.000000 Penalty: 5959.015137
	Iteration 41Q: 3 clusters Score -2.292552e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162459 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -22925578.000000 Penalty: 5959.015137
	Iteration 42Q: 3 clusters Score -2.292558e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162629 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -22925550.000000 Penalty: 5959.015137
	Iteration 43Q: 3 clusters Score -2.292555e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162786 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -22925550.000000 Penalty: 5959.015137
	Iteration 44Q: 3 clusters Score -2.292555e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162920 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -22925534.000000 Penalty: 5959.015137
	Iteration 45Q: 3 clusters Score -2.292553e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163031 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -22925532.000000 Penalty: 5959.015137
	Iteration 46Q: 3 clusters Score -2.292553e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163110 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -22925528.000000 Penalty: 5959.015137
	Iteration 47Q: 3 clusters Score -2.292553e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163189 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -22925502.000000 Penalty: 5959.015137
	Iteration 48Q: 3 clusters Score -2.29255e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163249 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -22925528.000000 Penalty: 5959.015137
	Iteration 49Q: 3 clusters Score -2.292553e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163296 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -22925504.000000 Penalty: 5959.015137
	Iteration 50Q: 3 clusters Score -2.29255e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163335 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -22925484.000000 Penalty: 5959.015137
	Iteration 51Q: 3 clusters Score -2.292548e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163367 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -22925494.000000 Penalty: 5959.015137
	Iteration 52Q: 3 clusters Score -2.292549e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163390 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -22925504.000000 Penalty: 5959.015137
	Iteration 53Q: 3 clusters Score -2.29255e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163413 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -22925516.000000 Penalty: 5959.015137
	Iteration 54Q: 3 clusters Score -2.292552e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163440 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -22925520.000000 Penalty: 5959.015137
	Iteration 55Q: 3 clusters Score -2.292552e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163472 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -22925514.000000 Penalty: 5959.015137
	Iteration 56Q: 3 clusters Score -2.292551e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163500 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -22925512.000000 Penalty: 5959.015137
	Iteration 57Q: 3 clusters Score -2.292551e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163519 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -22925500.000000 Penalty: 5959.015137
	Iteration 58Q: 3 clusters Score -2.29255e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163542 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -22925502.000000 Penalty: 5959.015137
	Iteration 59Q: 3 clusters Score -2.29255e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163559 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -22925510.000000 Penalty: 5959.015137
	Iteration 60F: 3 clusters Score -2.292551e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163574 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -22925504.000000 Penalty: 5959.015137
	Iteration 61Q: 3 clusters Score -2.29255e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163589 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -22925498.000000 Penalty: 5959.015137
	Iteration 62Q: 3 clusters Score -2.29255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163596 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -22925508.000000 Penalty: 5959.015137
	Iteration 63Q: 3 clusters Score -2.292551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163603 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -22925514.000000 Penalty: 5959.015137
	Iteration 64Q: 3 clusters Score -2.292551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163609 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -22925504.000000 Penalty: 5959.015137
	Iteration 65Q: 3 clusters Score -2.29255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163612 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -22925518.000000 Penalty: 5959.015137
	Iteration 66Q: 3 clusters Score -2.292552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163617 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -22925502.000000 Penalty: 5959.015137
	Iteration 67Q: 3 clusters Score -2.29255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163623 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -22925514.000000 Penalty: 5959.015137
	Iteration 68Q: 3 clusters Score -2.292551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163631 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -22925534.000000 Penalty: 5959.015137
	Iteration 69Q: 3 clusters Score -2.292553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163641 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -22925524.000000 Penalty: 5959.015137
	Iteration 70Q: 3 clusters Score -2.292552e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163654 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -22925552.000000 Penalty: 5959.015137
	Iteration 71Q: 3 clusters Score -2.292555e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163672 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -22925568.000000 Penalty: 5959.015137
	Iteration 72Q: 3 clusters Score -2.292557e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163691 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -22925552.000000 Penalty: 5959.015137
	Iteration 73Q: 3 clusters Score -2.292555e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163706 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -22925552.000000 Penalty: 5959.015137
	Iteration 74Q: 3 clusters Score -2.292555e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163719 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -22925530.000000 Penalty: 5959.015137
	Iteration 75Q: 3 clusters Score -2.292553e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163729 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -22925538.000000 Penalty: 5959.015137
	Iteration 76Q: 3 clusters Score -2.292554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163735 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -22925538.000000 Penalty: 5959.015137
	Iteration 77Q: 3 clusters Score -2.292554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163747 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -22925542.000000 Penalty: 5959.015137
	Iteration 78Q: 3 clusters Score -2.292554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163760 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -22925532.000000 Penalty: 5959.015137
	Iteration 79Q: 3 clusters Score -2.292553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163771 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -22925526.000000 Penalty: 5959.015137
	Iteration 80F: 3 clusters Score -2.292553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163782 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -22925526.000000 Penalty: 5959.015137
	Iteration 81Q: 3 clusters Score -2.292553e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163796 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -22925530.000000 Penalty: 5959.015137
	Iteration 82Q: 3 clusters Score -2.292553e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163808 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -22925536.000000 Penalty: 5959.015137
	Iteration 83Q: 3 clusters Score -2.292554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163818 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -22925550.000000 Penalty: 5959.015137
	Iteration 84Q: 3 clusters Score -2.292555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163825 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -22925546.000000 Penalty: 5959.015137
	Iteration 85Q: 3 clusters Score -2.292555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163829 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -22925536.000000 Penalty: 5959.015137
	Iteration 86Q: 3 clusters Score -2.292554e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163840 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -22925528.000000 Penalty: 5959.015137
	Iteration 87Q: 3 clusters Score -2.292553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163850 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -22925546.000000 Penalty: 5959.015137
	Iteration 88Q: 3 clusters Score -2.292555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163858 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -22925548.000000 Penalty: 5959.015137
	Iteration 89Q: 3 clusters Score -2.292555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163865 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -22925558.000000 Penalty: 5959.015137
	Iteration 90Q: 3 clusters Score -2.292556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163874 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -22925540.000000 Penalty: 5959.015137
	Iteration 91Q: 3 clusters Score -2.292554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163880 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -22925566.000000 Penalty: 5959.015137
	Iteration 92Q: 3 clusters Score -2.292557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163888 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -22925566.000000 Penalty: 5959.015137
	Iteration 93Q: 3 clusters Score -2.292557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163893 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -22925570.000000 Penalty: 5959.015137
	Iteration 94Q: 3 clusters Score -2.292557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163901 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -22925558.000000 Penalty: 5959.015137
	Iteration 95Q: 3 clusters Score -2.292556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163908 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -22925544.000000 Penalty: 5959.015137
	Iteration 96Q: 3 clusters Score -2.292554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163914 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -22925536.000000 Penalty: 5959.015137
	Iteration 97Q: 3 clusters Score -2.292554e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163925 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -22925550.000000 Penalty: 5959.015137
	Iteration 98Q: 3 clusters Score -2.292555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163937 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -22925540.000000 Penalty: 5959.015137
	Iteration 99Q: 3 clusters Score -2.292554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163943 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -22925556.000000 Penalty: 5959.015137
	Iteration 100F: 3 clusters Score -2.292556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163953 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -22925554.000000 Penalty: 5959.015137
	Iteration 101Q: 3 clusters Score -2.292555e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163964 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -22925570.000000 Penalty: 5959.015137
	Iteration 102Q: 3 clusters Score -2.292557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163980 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -22925554.000000 Penalty: 5959.015137
	Iteration 103Q: 3 clusters Score -2.292555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163992 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -22925564.000000 Penalty: 5959.015137
	Iteration 104Q: 3 clusters Score -2.292556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164001 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -22925580.000000 Penalty: 5959.015137
	Iteration 105Q: 3 clusters Score -2.292558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164009 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -22925582.000000 Penalty: 5959.015137
	Iteration 106Q: 3 clusters Score -2.292558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164016 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -22925576.000000 Penalty: 5959.015137
	Iteration 107Q: 3 clusters Score -2.292558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164022 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -22925570.000000 Penalty: 5959.015137
	Iteration 108Q: 3 clusters Score -2.292557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164028 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -22925558.000000 Penalty: 5959.015137
	Iteration 109Q: 3 clusters Score -2.292556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164037 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -22925554.000000 Penalty: 5959.015137
	Iteration 110Q: 3 clusters Score -2.292555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164042 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -22925572.000000 Penalty: 5959.015137
	Iteration 111Q: 3 clusters Score -2.292557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164045 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -22925568.000000 Penalty: 5959.015137
	Iteration 112Q: 3 clusters Score -2.292557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164051 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -22925548.000000 Penalty: 5959.015137
	Iteration 113Q: 3 clusters Score -2.292555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164054 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -22925538.000000 Penalty: 5959.015137
	Iteration 114Q: 3 clusters Score -2.292554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164057 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -22925538.000000 Penalty: 5959.015137
	Iteration 115Q: 3 clusters Score -2.292554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164063 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -22925558.000000 Penalty: 5959.015137
	Iteration 116Q: 3 clusters Score -2.292556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164070 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -22925552.000000 Penalty: 5959.015137
	Iteration 117Q: 3 clusters Score -2.292555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164075 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -22925552.000000 Penalty: 5959.015137
	Iteration 118Q: 3 clusters Score -2.292555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164081 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -22925542.000000 Penalty: 5959.015137
	Iteration 119Q: 3 clusters Score -2.292554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164082 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -22925542.000000 Penalty: 5959.015137
	Iteration 120F: 3 clusters Score -2.292554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164083 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -22925552.000000 Penalty: 5959.015137
	Iteration 121Q: 3 clusters Score -2.292555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164084 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -22925556.000000 Penalty: 5959.015137
	Iteration 122Q: 3 clusters Score -2.292556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164085 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -22925554.000000 Penalty: 5959.015137
	Iteration 123Q: 3 clusters Score -2.292555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164085 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -22925554.000000 Penalty: 5959.015137
	Iteration 124F: 3 clusters Score -2.292555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1021128.875000 Penalty: 2216.495361
	Iteration 0F: 2 clusters Score -1021129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1015053.687500 Penalty: 4432.990723
	Iteration 0F: 3 clusters Score -1015054 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1016973.437500 Penalty: 4432.990723
	Iteration 1F: 3 clusters Score -1016973 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1017421.500000 Penalty: 4432.990723
	Iteration 2F: 3 clusters Score -1017422 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1017789.562500 Penalty: 4432.990723
	Iteration 3F: 3 clusters Score -1017790 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1018123.812500 Penalty: 4432.990723
	Iteration 4F: 3 clusters Score -1018124 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1018392.062500 Penalty: 4432.990723
	Iteration 5Q: 3 clusters Score -1018392 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1018614.250000 Penalty: 4432.990723
	Iteration 6Q: 3 clusters Score -1018614 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1018829.312500 Penalty: 4432.990723
	Iteration 7Q: 3 clusters Score -1018829 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1019015.000000 Penalty: 4432.990723
	Iteration 8Q: 3 clusters Score -1019015 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1019156.625000 Penalty: 4432.990723
	Iteration 9Q: 3 clusters Score -1019157 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1019274.312500 Penalty: 4432.990723
	Iteration 10Q: 3 clusters Score -1019274 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1019357.562500 Penalty: 4432.990723
	Iteration 11Q: 3 clusters Score -1019358 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1019420.187500 Penalty: 4432.990723
	Iteration 12Q: 3 clusters Score -1019420 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1019451.187500 Penalty: 4432.990723
	Iteration 13Q: 3 clusters Score -1019451 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1019473.625000 Penalty: 4432.990723
	Iteration 14Q: 3 clusters Score -1019474 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1019495.937500 Penalty: 4432.990723
	Iteration 15Q: 3 clusters Score -1019496 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1019515.375000 Penalty: 4432.990723
	Iteration 16Q: 3 clusters Score -1019515 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1019534.875000 Penalty: 4432.990723
	Iteration 17Q: 3 clusters Score -1019535 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1019553.375000 Penalty: 4432.990723
	Iteration 18Q: 3 clusters Score -1019553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1019566.000000 Penalty: 4432.990723
	Iteration 19Q: 3 clusters Score -1019566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1019578.500000 Penalty: 4432.990723
	Iteration 20F: 3 clusters Score -1019578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1019587.687500 Penalty: 4432.990723
	Iteration 21Q: 3 clusters Score -1019588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1019596.187500 Penalty: 4432.990723
	Iteration 22Q: 3 clusters Score -1019596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1019606.562500 Penalty: 4432.990723
	Iteration 23Q: 3 clusters Score -1019607 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1019619.125000 Penalty: 4432.990723
	Iteration 24Q: 3 clusters Score -1019619 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1019630.375000 Penalty: 4432.990723
	Iteration 25Q: 3 clusters Score -1019630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1019640.437500 Penalty: 4432.990723
	Iteration 26Q: 3 clusters Score -1019640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1019647.812500 Penalty: 4432.990723
	Iteration 27Q: 3 clusters Score -1019648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1019660.687500 Penalty: 4432.990723
	Iteration 28Q: 3 clusters Score -1019661 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1019671.562500 Penalty: 4432.990723
	Iteration 29Q: 3 clusters Score -1019672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1019680.562500 Penalty: 4432.990723
	Iteration 30Q: 3 clusters Score -1019681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1019688.875000 Penalty: 4432.990723
	Iteration 31Q: 3 clusters Score -1019689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1019695.500000 Penalty: 4432.990723
	Iteration 32Q: 3 clusters Score -1019696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1019698.687500 Penalty: 4432.990723
	Iteration 33Q: 3 clusters Score -1019699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1019702.187500 Penalty: 4432.990723
	Iteration 34Q: 3 clusters Score -1019702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1019704.000000 Penalty: 4432.990723
	Iteration 35Q: 3 clusters Score -1019704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1019709.312500 Penalty: 4432.990723
	Iteration 36Q: 3 clusters Score -1019709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1019711.187500 Penalty: 4432.990723
	Iteration 37Q: 3 clusters Score -1019711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1019713.312500 Penalty: 4432.990723
	Iteration 38Q: 3 clusters Score -1019713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1019718.187500 Penalty: 4432.990723
	Iteration 39Q: 3 clusters Score -1019718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1019721.250000 Penalty: 4432.990723
	Iteration 40F: 3 clusters Score -1019721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1019725.375000 Penalty: 4432.990723
	Iteration 41Q: 3 clusters Score -1019725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1019727.750000 Penalty: 4432.990723
	Iteration 42Q: 3 clusters Score -1019728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1019727.625000 Penalty: 4432.990723
	Iteration 43Q: 3 clusters Score -1019728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1019733.562500 Penalty: 4432.990723
	Iteration 44Q: 3 clusters Score -1019734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1019735.937500 Penalty: 4432.990723
	Iteration 45Q: 3 clusters Score -1019736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1019739.250000 Penalty: 4432.990723
	Iteration 46Q: 3 clusters Score -1019739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1019742.937500 Penalty: 4432.990723
	Iteration 47Q: 3 clusters Score -1019743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1019744.562500 Penalty: 4432.990723
	Iteration 48Q: 3 clusters Score -1019745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1019747.500000 Penalty: 4432.990723
	Iteration 49Q: 3 clusters Score -1019748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1019749.500000 Penalty: 4432.990723
	Iteration 50Q: 3 clusters Score -1019750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1019753.250000 Penalty: 4432.990723
	Iteration 51Q: 3 clusters Score -1019753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1019756.375000 Penalty: 4432.990723
	Iteration 52Q: 3 clusters Score -1019756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1019758.750000 Penalty: 4432.990723
	Iteration 53Q: 3 clusters Score -1019759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1019759.125000 Penalty: 4432.990723
	Iteration 54Q: 3 clusters Score -1019759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1019763.625000 Penalty: 4432.990723
	Iteration 55Q: 3 clusters Score -1019764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1019766.250000 Penalty: 4432.990723
	Iteration 56Q: 3 clusters Score -1019766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1019771.687500 Penalty: 4432.990723
	Iteration 57Q: 3 clusters Score -1019772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1019778.312500 Penalty: 4432.990723
	Iteration 58Q: 3 clusters Score -1019778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1019783.250000 Penalty: 4432.990723
	Iteration 59Q: 3 clusters Score -1019783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1019785.500000 Penalty: 4432.990723
	Iteration 60F: 3 clusters Score -1019786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1019790.687500 Penalty: 4432.990723
	Iteration 61Q: 3 clusters Score -1019791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1019795.312500 Penalty: 4432.990723
	Iteration 62Q: 3 clusters Score -1019795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1019796.812500 Penalty: 4432.990723
	Iteration 63Q: 3 clusters Score -1019797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1019799.000000 Penalty: 4432.990723
	Iteration 64Q: 3 clusters Score -1019799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1019802.187500 Penalty: 4432.990723
	Iteration 65Q: 3 clusters Score -1019802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1019806.375000 Penalty: 4432.990723
	Iteration 66Q: 3 clusters Score -1019806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1019806.437500 Penalty: 4432.990723
	Iteration 67Q: 3 clusters Score -1019806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1019807.125000 Penalty: 4432.990723
	Iteration 68Q: 3 clusters Score -1019807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1019809.812500 Penalty: 4432.990723
	Iteration 69Q: 3 clusters Score -1019810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1019818.187500 Penalty: 4432.990723
	Iteration 70Q: 3 clusters Score -1019818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1019822.750000 Penalty: 4432.990723
	Iteration 71Q: 3 clusters Score -1019823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1019828.312500 Penalty: 4432.990723
	Iteration 72Q: 3 clusters Score -1019828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1019837.062500 Penalty: 4432.990723
	Iteration 73Q: 3 clusters Score -1019837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1019847.812500 Penalty: 4432.990723
	Iteration 74Q: 3 clusters Score -1019848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1019856.375000 Penalty: 4432.990723
	Iteration 75Q: 3 clusters Score -1019856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1019869.812500 Penalty: 4432.990723
	Iteration 76Q: 3 clusters Score -1019870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1019881.562500 Penalty: 4432.990723
	Iteration 77Q: 3 clusters Score -1019882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1019889.562500 Penalty: 4432.990723
	Iteration 78Q: 3 clusters Score -1019890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1019901.875000 Penalty: 4432.990723
	Iteration 79Q: 3 clusters Score -1019902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1019909.812500 Penalty: 4432.990723
	Iteration 80F: 3 clusters Score -1019910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1019920.875000 Penalty: 4432.990723
	Iteration 81Q: 3 clusters Score -1019921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1019926.062500 Penalty: 4432.990723
	Iteration 82Q: 3 clusters Score -1019926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1019931.875000 Penalty: 4432.990723
	Iteration 83Q: 3 clusters Score -1019932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1019934.500000 Penalty: 4432.990723
	Iteration 84Q: 3 clusters Score -1019934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1019934.812500 Penalty: 4432.990723
	Iteration 85Q: 3 clusters Score -1019935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1019935.375000 Penalty: 4432.990723
	Iteration 86Q: 3 clusters Score -1019935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1019934.750000 Penalty: 4432.990723
	Iteration 87Q: 3 clusters Score -1019935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1019934.750000 Penalty: 4432.990723
	Iteration 88F: 3 clusters Score -1019935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (133291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133291 members 
Entering Unmasked Estep 
Score: -18574364.000000 Penalty: 2926.471924
	Iteration 0F: 2 clusters Score -1.857436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66718 members 
Mstep: Class 2 contains 66573 members 
Entering Unmasked Estep 
Score: -18486998.000000 Penalty: 5852.943848
	Iteration 0F: 3 clusters Score -1.8487e+07 nChanged 63530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66356 members 
Mstep: Class 2 contains 66935 members 
Entering Unmasked Estep 
Score: -18523794.000000 Penalty: 5852.943848
	Iteration 1F: 3 clusters Score -1.852379e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66122 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -18525156.000000 Penalty: 5852.943848
	Iteration 2Q: 3 clusters Score -1.852516e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65722 members 
Mstep: Class 2 contains 67569 members 
Entering Unmasked Estep 
Score: -18526760.000000 Penalty: 5852.943848
	Iteration 3Q: 3 clusters Score -1.852676e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65055 members 
Mstep: Class 2 contains 68236 members 
Entering Unmasked Estep 
Score: -18529074.000000 Penalty: 5852.943848
	Iteration 4Q: 3 clusters Score -1.852907e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 69443 members 
Entering Unmasked Estep 
Score: -18531794.000000 Penalty: 5852.943848
	Iteration 5Q: 3 clusters Score -1.853179e+07 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61850 members 
Mstep: Class 2 contains 71441 members 
Entering Unmasked Estep 
Score: -18535844.000000 Penalty: 5852.943848
	Iteration 6F: 3 clusters Score -1.853584e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -18541654.000000 Penalty: 5852.943848
	Iteration 7F: 3 clusters Score -1.854165e+07 nChanged 9298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 77940 members 
Entering Unmasked Estep 
Score: -18549274.000000 Penalty: 5852.943848
	Iteration 8F: 3 clusters Score -1.854927e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51820 members 
Mstep: Class 2 contains 81471 members 
Entering Unmasked Estep 
Score: -18556388.000000 Penalty: 5852.943848
	Iteration 9F: 3 clusters Score -1.855639e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 84100 members 
Entering Unmasked Estep 
Score: -18559794.000000 Penalty: 5852.943848
	Iteration 10Q: 3 clusters Score -1.855979e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 86274 members 
Entering Unmasked Estep 
Score: -18561166.000000 Penalty: 5852.943848
	Iteration 11Q: 3 clusters Score -1.856117e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 88284 members 
Entering Unmasked Estep 
Score: -18561984.000000 Penalty: 5852.943848
	Iteration 12Q: 3 clusters Score -1.856198e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 90215 members 
Entering Unmasked Estep 
Score: -18562720.000000 Penalty: 5852.943848
	Iteration 13Q: 3 clusters Score -1.856272e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 92128 members 
Entering Unmasked Estep 
Score: -18563456.000000 Penalty: 5852.943848
	Iteration 14Q: 3 clusters Score -1.856346e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 93983 members 
Entering Unmasked Estep 
Score: -18564066.000000 Penalty: 5852.943848
	Iteration 15Q: 3 clusters Score -1.856407e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 95824 members 
Entering Unmasked Estep 
Score: -18564664.000000 Penalty: 5852.943848
	Iteration 16Q: 3 clusters Score -1.856466e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 97684 members 
Entering Unmasked Estep 
Score: -18565154.000000 Penalty: 5852.943848
	Iteration 17Q: 3 clusters Score -1.856515e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 99498 members 
Entering Unmasked Estep 
Score: -18565764.000000 Penalty: 5852.943848
	Iteration 18Q: 3 clusters Score -1.856576e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 101342 members 
Entering Unmasked Estep 
Score: -18566142.000000 Penalty: 5852.943848
	Iteration 19Q: 3 clusters Score -1.856614e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 103174 members 
Entering Unmasked Estep 
Score: -18566680.000000 Penalty: 5852.943848
	Iteration 20F: 3 clusters Score -1.856668e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 105009 members 
Entering Unmasked Estep 
Score: -18567258.000000 Penalty: 5852.943848
	Iteration 21Q: 3 clusters Score -1.856726e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 106772 members 
Entering Unmasked Estep 
Score: -18567652.000000 Penalty: 5852.943848
	Iteration 22Q: 3 clusters Score -1.856765e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 108533 members 
Entering Unmasked Estep 
Score: -18568132.000000 Penalty: 5852.943848
	Iteration 23Q: 3 clusters Score -1.856813e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 110222 members 
Entering Unmasked Estep 
Score: -18568630.000000 Penalty: 5852.943848
	Iteration 24Q: 3 clusters Score -1.856863e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 111869 members 
Entering Unmasked Estep 
Score: -18569142.000000 Penalty: 5852.943848
	Iteration 25Q: 3 clusters Score -1.856914e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 113497 members 
Entering Unmasked Estep 
Score: -18569584.000000 Penalty: 5852.943848
	Iteration 26Q: 3 clusters Score -1.856958e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 115105 members 
Entering Unmasked Estep 
Score: -18570088.000000 Penalty: 5852.943848
	Iteration 27Q: 3 clusters Score -1.857009e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 116639 members 
Entering Unmasked Estep 
Score: -18570438.000000 Penalty: 5852.943848
	Iteration 28Q: 3 clusters Score -1.857044e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 118030 members 
Entering Unmasked Estep 
Score: -18570730.000000 Penalty: 5852.943848
	Iteration 29Q: 3 clusters Score -1.857073e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 119324 members 
Entering Unmasked Estep 
Score: -18570938.000000 Penalty: 5852.943848
	Iteration 30Q: 3 clusters Score -1.857094e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 120516 members 
Entering Unmasked Estep 
Score: -18571188.000000 Penalty: 5852.943848
	Iteration 31Q: 3 clusters Score -1.857119e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 121619 members 
Entering Unmasked Estep 
Score: -18571476.000000 Penalty: 5852.943848
	Iteration 32Q: 3 clusters Score -1.857148e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 122589 members 
Entering Unmasked Estep 
Score: -18571586.000000 Penalty: 5852.943848
	Iteration 33Q: 3 clusters Score -1.857159e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 123492 members 
Entering Unmasked Estep 
Score: -18571746.000000 Penalty: 5852.943848
	Iteration 34Q: 3 clusters Score -1.857175e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 124275 members 
Entering Unmasked Estep 
Score: -18571844.000000 Penalty: 5852.943848
	Iteration 35Q: 3 clusters Score -1.857184e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 125019 members 
Entering Unmasked Estep 
Score: -18572048.000000 Penalty: 5852.943848
	Iteration 36Q: 3 clusters Score -1.857205e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 125705 members 
Entering Unmasked Estep 
Score: -18572246.000000 Penalty: 5852.943848
	Iteration 37Q: 3 clusters Score -1.857225e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 126338 members 
Entering Unmasked Estep 
Score: -18572426.000000 Penalty: 5852.943848
	Iteration 38Q: 3 clusters Score -1.857243e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 126864 members 
Entering Unmasked Estep 
Score: -18572522.000000 Penalty: 5852.943848
	Iteration 39Q: 3 clusters Score -1.857252e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 127330 members 
Entering Unmasked Estep 
Score: -18572608.000000 Penalty: 5852.943848
	Iteration 40F: 3 clusters Score -1.857261e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 127747 members 
Entering Unmasked Estep 
Score: -18572698.000000 Penalty: 5852.943848
	Iteration 41Q: 3 clusters Score -1.85727e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 128114 members 
Entering Unmasked Estep 
Score: -18572820.000000 Penalty: 5852.943848
	Iteration 42Q: 3 clusters Score -1.857282e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 128429 members 
Entering Unmasked Estep 
Score: -18572844.000000 Penalty: 5852.943848
	Iteration 43Q: 3 clusters Score -1.857284e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 128738 members 
Entering Unmasked Estep 
Score: -18572912.000000 Penalty: 5852.943848
	Iteration 44Q: 3 clusters Score -1.857291e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 129035 members 
Entering Unmasked Estep 
Score: -18572946.000000 Penalty: 5852.943848
	Iteration 45Q: 3 clusters Score -1.857295e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 129303 members 
Entering Unmasked Estep 
Score: -18572954.000000 Penalty: 5852.943848
	Iteration 46Q: 3 clusters Score -1.857295e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 129537 members 
Entering Unmasked Estep 
Score: -18572982.000000 Penalty: 5852.943848
	Iteration 47Q: 3 clusters Score -1.857298e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 129733 members 
Entering Unmasked Estep 
Score: -18573052.000000 Penalty: 5852.943848
	Iteration 48Q: 3 clusters Score -1.857305e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 129909 members 
Entering Unmasked Estep 
Score: -18573124.000000 Penalty: 5852.943848
	Iteration 49Q: 3 clusters Score -1.857312e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 130069 members 
Entering Unmasked Estep 
Score: -18573172.000000 Penalty: 5852.943848
	Iteration 50Q: 3 clusters Score -1.857317e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 130217 members 
Entering Unmasked Estep 
Score: -18573262.000000 Penalty: 5852.943848
	Iteration 51Q: 3 clusters Score -1.857326e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 130373 members 
Entering Unmasked Estep 
Score: -18573378.000000 Penalty: 5852.943848
	Iteration 52Q: 3 clusters Score -1.857338e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 130503 members 
Entering Unmasked Estep 
Score: -18573444.000000 Penalty: 5852.943848
	Iteration 53Q: 3 clusters Score -1.857344e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 130637 members 
Entering Unmasked Estep 
Score: -18573492.000000 Penalty: 5852.943848
	Iteration 54Q: 3 clusters Score -1.857349e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 130739 members 
Entering Unmasked Estep 
Score: -18573598.000000 Penalty: 5852.943848
	Iteration 55Q: 3 clusters Score -1.85736e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 130831 members 
Entering Unmasked Estep 
Score: -18573654.000000 Penalty: 5852.943848
	Iteration 56Q: 3 clusters Score -1.857365e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 130903 members 
Entering Unmasked Estep 
Score: -18573736.000000 Penalty: 5852.943848
	Iteration 57Q: 3 clusters Score -1.857374e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 130975 members 
Entering Unmasked Estep 
Score: -18573750.000000 Penalty: 5852.943848
	Iteration 58Q: 3 clusters Score -1.857375e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 131024 members 
Entering Unmasked Estep 
Score: -18573768.000000 Penalty: 5852.943848
	Iteration 59Q: 3 clusters Score -1.857377e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 131068 members 
Entering Unmasked Estep 
Score: -18573794.000000 Penalty: 5852.943848
	Iteration 60F: 3 clusters Score -1.857379e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 131101 members 
Entering Unmasked Estep 
Score: -18573820.000000 Penalty: 5852.943848
	Iteration 61Q: 3 clusters Score -1.857382e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 131135 members 
Entering Unmasked Estep 
Score: -18573824.000000 Penalty: 5852.943848
	Iteration 62Q: 3 clusters Score -1.857382e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 131163 members 
Entering Unmasked Estep 
Score: -18573810.000000 Penalty: 5852.943848
	Iteration 63Q: 3 clusters Score -1.857381e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 131184 members 
Entering Unmasked Estep 
Score: -18573832.000000 Penalty: 5852.943848
	Iteration 64Q: 3 clusters Score -1.857383e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 131206 members 
Entering Unmasked Estep 
Score: -18573864.000000 Penalty: 5852.943848
	Iteration 65Q: 3 clusters Score -1.857386e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 131224 members 
Entering Unmasked Estep 
Score: -18573874.000000 Penalty: 5852.943848
	Iteration 66Q: 3 clusters Score -1.857387e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 131242 members 
Entering Unmasked Estep 
Score: -18573864.000000 Penalty: 5852.943848
	Iteration 67Q: 3 clusters Score -1.857386e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 131253 members 
Entering Unmasked Estep 
Score: -18573884.000000 Penalty: 5852.943848
	Iteration 68Q: 3 clusters Score -1.857388e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 131267 members 
Entering Unmasked Estep 
Score: -18573896.000000 Penalty: 5852.943848
	Iteration 69Q: 3 clusters Score -1.85739e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 131279 members 
Entering Unmasked Estep 
Score: -18573872.000000 Penalty: 5852.943848
	Iteration 70Q: 3 clusters Score -1.857387e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 131292 members 
Entering Unmasked Estep 
Score: -18573896.000000 Penalty: 5852.943848
	Iteration 71Q: 3 clusters Score -1.85739e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 131299 members 
Entering Unmasked Estep 
Score: -18573890.000000 Penalty: 5852.943848
	Iteration 72Q: 3 clusters Score -1.857389e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 131305 members 
Entering Unmasked Estep 
Score: -18573924.000000 Penalty: 5852.943848
	Iteration 73Q: 3 clusters Score -1.857392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 131308 members 
Entering Unmasked Estep 
Score: -18573924.000000 Penalty: 5852.943848
	Iteration 74Q: 3 clusters Score -1.857392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 131309 members 
Entering Unmasked Estep 
Score: -18573916.000000 Penalty: 5852.943848
	Iteration 75Q: 3 clusters Score -1.857392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 131312 members 
Entering Unmasked Estep 
Score: -18573912.000000 Penalty: 5852.943848
	Iteration 76Q: 3 clusters Score -1.857391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 131314 members 
Entering Unmasked Estep 
Score: -18573922.000000 Penalty: 5852.943848
	Iteration 77Q: 3 clusters Score -1.857392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 131315 members 
Entering Unmasked Estep 
Score: -18573926.000000 Penalty: 5852.943848
	Iteration 78Q: 3 clusters Score -1.857393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 131318 members 
Entering Unmasked Estep 
Score: -18573932.000000 Penalty: 5852.943848
	Iteration 79Q: 3 clusters Score -1.857393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 131317 members 
Entering Unmasked Estep 
Score: -18573926.000000 Penalty: 5852.943848
	Iteration 80F: 3 clusters Score -1.857393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 131316 members 
Entering Unmasked Estep 
Score: -18573930.000000 Penalty: 5852.943848
	Iteration 81Q: 3 clusters Score -1.857393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 131318 members 
Entering Unmasked Estep 
Score: -18573938.000000 Penalty: 5852.943848
	Iteration 82Q: 3 clusters Score -1.857394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 131318 members 
Entering Unmasked Estep 
Score: -18573938.000000 Penalty: 5852.943848
	Iteration 83Q: 3 clusters Score -1.857394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 131317 members 
Entering Unmasked Estep 
Score: -18573930.000000 Penalty: 5852.943848
	Iteration 84Q: 3 clusters Score -1.857393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 131315 members 
Entering Unmasked Estep 
Score: -18573926.000000 Penalty: 5852.943848
	Iteration 85Q: 3 clusters Score -1.857393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 131316 members 
Entering Unmasked Estep 
Score: -18573936.000000 Penalty: 5852.943848
	Iteration 86Q: 3 clusters Score -1.857394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 131319 members 
Entering Unmasked Estep 
Score: -18573920.000000 Penalty: 5852.943848
	Iteration 87Q: 3 clusters Score -1.857392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 131317 members 
Entering Unmasked Estep 
Score: -18573920.000000 Penalty: 5852.943848
	Iteration 88Q: 3 clusters Score -1.857392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 131320 members 
Entering Unmasked Estep 
Score: -18573924.000000 Penalty: 5852.943848
	Iteration 89Q: 3 clusters Score -1.857392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 131320 members 
Entering Unmasked Estep 
Score: -18573930.000000 Penalty: 5852.943848
	Iteration 90Q: 3 clusters Score -1.857393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 131320 members 
Entering Unmasked Estep 
Score: -18573930.000000 Penalty: 5852.943848
	Iteration 91F: 3 clusters Score -1.857393e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Entering Unmasked Estep 
Score: -2447739.500000 Penalty: 2420.270508
	Iteration 0F: 2 clusters Score -2447740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2435378.750000 Penalty: 4840.541016
	Iteration 0F: 3 clusters Score -2435379 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2439337.250000 Penalty: 4840.541016
	Iteration 1F: 3 clusters Score -2439337 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2439772.250000 Penalty: 4840.541016
	Iteration 2F: 3 clusters Score -2439772 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2440189.000000 Penalty: 4840.541016
	Iteration 3F: 3 clusters Score -2440189 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2440650.000000 Penalty: 4840.541016
	Iteration 4Q: 3 clusters Score -2440650 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2441224.250000 Penalty: 4840.541016
	Iteration 5F: 3 clusters Score -2441224 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2441921.750000 Penalty: 4840.541016
	Iteration 6F: 3 clusters Score -2441922 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2442766.000000 Penalty: 4840.541016
	Iteration 7F: 3 clusters Score -2442766 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2443624.500000 Penalty: 4840.541016
	Iteration 8F: 3 clusters Score -2443624 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2444410.750000 Penalty: 4840.541016
	Iteration 9Q: 3 clusters Score -2444411 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2444930.750000 Penalty: 4840.541016
	Iteration 10Q: 3 clusters Score -2444931 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2445197.500000 Penalty: 4840.541016
	Iteration 11Q: 3 clusters Score -2445198 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2445333.250000 Penalty: 4840.541016
	Iteration 12Q: 3 clusters Score -2445333 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2445418.500000 Penalty: 4840.541016
	Iteration 13Q: 3 clusters Score -2445418 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2445484.250000 Penalty: 4840.541016
	Iteration 14Q: 3 clusters Score -2445484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2445529.500000 Penalty: 4840.541016
	Iteration 15Q: 3 clusters Score -2445530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2445572.500000 Penalty: 4840.541016
	Iteration 16Q: 3 clusters Score -2445572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2445590.000000 Penalty: 4840.541016
	Iteration 17Q: 3 clusters Score -2445590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2445609.250000 Penalty: 4840.541016
	Iteration 18Q: 3 clusters Score -2445609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2445626.500000 Penalty: 4840.541016
	Iteration 19Q: 3 clusters Score -2445626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2445638.500000 Penalty: 4840.541016
	Iteration 20F: 3 clusters Score -2445638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2445648.750000 Penalty: 4840.541016
	Iteration 21Q: 3 clusters Score -2445649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2445647.500000 Penalty: 4840.541016
	Iteration 22Q: 3 clusters Score -2445648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2445650.250000 Penalty: 4840.541016
	Iteration 23Q: 3 clusters Score -2445650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2445656.000000 Penalty: 4840.541016
	Iteration 24Q: 3 clusters Score -2445656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2445659.500000 Penalty: 4840.541016
	Iteration 25Q: 3 clusters Score -2445660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2445661.500000 Penalty: 4840.541016
	Iteration 26Q: 3 clusters Score -2445662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2445662.250000 Penalty: 4840.541016
	Iteration 27Q: 3 clusters Score -2445662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2445666.250000 Penalty: 4840.541016
	Iteration 28Q: 3 clusters Score -2445666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2445672.750000 Penalty: 4840.541016
	Iteration 29Q: 3 clusters Score -2445673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2445674.250000 Penalty: 4840.541016
	Iteration 30Q: 3 clusters Score -2445674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2445675.000000 Penalty: 4840.541016
	Iteration 31Q: 3 clusters Score -2445675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2445675.000000 Penalty: 4840.541016
	Iteration 32F: 3 clusters Score -2445675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Entering Unmasked Estep 
Score: -6643520.500000 Penalty: 2678.684082
	Iteration 0F: 2 clusters Score -6643520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -6610458.000000 Penalty: 5357.368164
	Iteration 0F: 3 clusters Score -6610458 nChanged 22571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -6622735.000000 Penalty: 5357.368164
	Iteration 1F: 3 clusters Score -6622735 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -6623234.500000 Penalty: 5357.368164
	Iteration 2Q: 3 clusters Score -6623234 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -6623667.000000 Penalty: 5357.368164
	Iteration 3Q: 3 clusters Score -6623667 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -6624094.500000 Penalty: 5357.368164
	Iteration 4Q: 3 clusters Score -6624094 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -6624478.000000 Penalty: 5357.368164
	Iteration 5Q: 3 clusters Score -6624478 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -6624859.500000 Penalty: 5357.368164
	Iteration 6Q: 3 clusters Score -6624860 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -6625305.500000 Penalty: 5357.368164
	Iteration 7Q: 3 clusters Score -6625306 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -6625742.000000 Penalty: 5357.368164
	Iteration 8Q: 3 clusters Score -6625742 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -6626193.000000 Penalty: 5357.368164
	Iteration 9Q: 3 clusters Score -6626193 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -6626633.000000 Penalty: 5357.368164
	Iteration 10Q: 3 clusters Score -6626633 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -6627116.000000 Penalty: 5357.368164
	Iteration 11Q: 3 clusters Score -6627116 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -6627663.000000 Penalty: 5357.368164
	Iteration 12Q: 3 clusters Score -6627663 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -6628220.000000 Penalty: 5357.368164
	Iteration 13Q: 3 clusters Score -6628220 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -6628837.000000 Penalty: 5357.368164
	Iteration 14Q: 3 clusters Score -6628837 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -6629511.000000 Penalty: 5357.368164
	Iteration 15Q: 3 clusters Score -6629511 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -6630277.500000 Penalty: 5357.368164
	Iteration 16Q: 3 clusters Score -6630278 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -6631164.000000 Penalty: 5357.368164
	Iteration 17Q: 3 clusters Score -6631164 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -6632278.000000 Penalty: 5357.368164
	Iteration 18Q: 3 clusters Score -6632278 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -6633492.000000 Penalty: 5357.368164
	Iteration 19Q: 3 clusters Score -6633492 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -6634772.500000 Penalty: 5357.368164
	Iteration 20F: 3 clusters Score -6634772 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -6636094.500000 Penalty: 5357.368164
	Iteration 21Q: 3 clusters Score -6636094 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -6637464.500000 Penalty: 5357.368164
	Iteration 22Q: 3 clusters Score -6637464 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -6638573.500000 Penalty: 5357.368164
	Iteration 23Q: 3 clusters Score -6638574 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -6639472.500000 Penalty: 5357.368164
	Iteration 24Q: 3 clusters Score -6639472 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -6640120.500000 Penalty: 5357.368164
	Iteration 25Q: 3 clusters Score -6640120 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -6640556.500000 Penalty: 5357.368164
	Iteration 26Q: 3 clusters Score -6640556 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -6640804.000000 Penalty: 5357.368164
	Iteration 27Q: 3 clusters Score -6640804 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -6640960.000000 Penalty: 5357.368164
	Iteration 28Q: 3 clusters Score -6640960 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -6641095.000000 Penalty: 5357.368164
	Iteration 29Q: 3 clusters Score -6641095 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -6641177.500000 Penalty: 5357.368164
	Iteration 30Q: 3 clusters Score -6641178 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -6641204.500000 Penalty: 5357.368164
	Iteration 31Q: 3 clusters Score -6641204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -6641244.500000 Penalty: 5357.368164
	Iteration 32Q: 3 clusters Score -6641244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 48555 members 
Entering Unmasked Estep 
Score: -6641254.500000 Penalty: 5357.368164
	Iteration 33Q: 3 clusters Score -6641254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -6641270.500000 Penalty: 5357.368164
	Iteration 34Q: 3 clusters Score -6641270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -6641286.500000 Penalty: 5357.368164
	Iteration 35Q: 3 clusters Score -6641286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 48575 members 
Entering Unmasked Estep 
Score: -6641291.000000 Penalty: 5357.368164
	Iteration 36Q: 3 clusters Score -6641291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -6641306.500000 Penalty: 5357.368164
	Iteration 37Q: 3 clusters Score -6641306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -6641309.000000 Penalty: 5357.368164
	Iteration 38Q: 3 clusters Score -6641309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -6641311.500000 Penalty: 5357.368164
	Iteration 39Q: 3 clusters Score -6641312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -6641312.500000 Penalty: 5357.368164
	Iteration 40F: 3 clusters Score -6641312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -6641316.500000 Penalty: 5357.368164
	Iteration 41Q: 3 clusters Score -6641316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -6641314.500000 Penalty: 5357.368164
	Iteration 42Q: 3 clusters Score -6641314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -6641314.500000 Penalty: 5357.368164
	Iteration 43F: 3 clusters Score -6641314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Entering Unmasked Estep 
Score: -2522953.000000 Penalty: 2437.239258
	Iteration 0F: 2 clusters Score -2522953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2509799.750000 Penalty: 4874.478516
	Iteration 0F: 3 clusters Score -2509800 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2514337.000000 Penalty: 4874.478516
	Iteration 1F: 3 clusters Score -2514337 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2514907.500000 Penalty: 4874.478516
	Iteration 2F: 3 clusters Score -2514908 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2515448.500000 Penalty: 4874.478516
	Iteration 3F: 3 clusters Score -2515448 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2515999.750000 Penalty: 4874.478516
	Iteration 4F: 3 clusters Score -2516000 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2516648.250000 Penalty: 4874.478516
	Iteration 5F: 3 clusters Score -2516648 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2517399.750000 Penalty: 4874.478516
	Iteration 6F: 3 clusters Score -2517400 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2518143.750000 Penalty: 4874.478516
	Iteration 7F: 3 clusters Score -2518144 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2518824.000000 Penalty: 4874.478516
	Iteration 8F: 3 clusters Score -2518824 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2519418.250000 Penalty: 4874.478516
	Iteration 9Q: 3 clusters Score -2519418 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2519957.000000 Penalty: 4874.478516
	Iteration 10Q: 3 clusters Score -2519957 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2520383.500000 Penalty: 4874.478516
	Iteration 11Q: 3 clusters Score -2520384 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2520790.000000 Penalty: 4874.478516
	Iteration 12Q: 3 clusters Score -2520790 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2521114.000000 Penalty: 4874.478516
	Iteration 13Q: 3 clusters Score -2521114 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2521371.750000 Penalty: 4874.478516
	Iteration 14Q: 3 clusters Score -2521372 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2521589.500000 Penalty: 4874.478516
	Iteration 15Q: 3 clusters Score -2521590 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2521760.750000 Penalty: 4874.478516
	Iteration 16Q: 3 clusters Score -2521761 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2521887.000000 Penalty: 4874.478516
	Iteration 17Q: 3 clusters Score -2521887 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2521995.000000 Penalty: 4874.478516
	Iteration 18Q: 3 clusters Score -2521995 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2522062.250000 Penalty: 4874.478516
	Iteration 19Q: 3 clusters Score -2522062 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2522118.500000 Penalty: 4874.478516
	Iteration 20F: 3 clusters Score -2522118 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2522181.750000 Penalty: 4874.478516
	Iteration 21Q: 3 clusters Score -2522182 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2522249.250000 Penalty: 4874.478516
	Iteration 22Q: 3 clusters Score -2522249 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2522311.750000 Penalty: 4874.478516
	Iteration 23Q: 3 clusters Score -2522312 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2522368.500000 Penalty: 4874.478516
	Iteration 24Q: 3 clusters Score -2522368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2522410.500000 Penalty: 4874.478516
	Iteration 25Q: 3 clusters Score -2522410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2522429.500000 Penalty: 4874.478516
	Iteration 26Q: 3 clusters Score -2522430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2522433.750000 Penalty: 4874.478516
	Iteration 27Q: 3 clusters Score -2522434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2522439.250000 Penalty: 4874.478516
	Iteration 28Q: 3 clusters Score -2522439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2522443.000000 Penalty: 4874.478516
	Iteration 29Q: 3 clusters Score -2522443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2522442.750000 Penalty: 4874.478516
	Iteration 30Q: 3 clusters Score -2522443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2522441.250000 Penalty: 4874.478516
	Iteration 31Q: 3 clusters Score -2522441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2522445.250000 Penalty: 4874.478516
	Iteration 32Q: 3 clusters Score -2522445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2522450.750000 Penalty: 4874.478516
	Iteration 33Q: 3 clusters Score -2522451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2522455.500000 Penalty: 4874.478516
	Iteration 34Q: 3 clusters Score -2522456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2522459.750000 Penalty: 4874.478516
	Iteration 35Q: 3 clusters Score -2522460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2522463.000000 Penalty: 4874.478516
	Iteration 36Q: 3 clusters Score -2522463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2522471.250000 Penalty: 4874.478516
	Iteration 37Q: 3 clusters Score -2522471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2522473.250000 Penalty: 4874.478516
	Iteration 38Q: 3 clusters Score -2522473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2522475.750000 Penalty: 4874.478516
	Iteration 39Q: 3 clusters Score -2522476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2522472.750000 Penalty: 4874.478516
	Iteration 40F: 3 clusters Score -2522473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (140035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140035 members 
Entering Unmasked Estep 
Score: -19477834.000000 Penalty: 2938.712646
	Iteration 0F: 2 clusters Score -1.947783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69925 members 
Mstep: Class 2 contains 70110 members 
Entering Unmasked Estep 
Score: -19387496.000000 Penalty: 5877.425293
	Iteration 0F: 3 clusters Score -1.93875e+07 nChanged 66953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68552 members 
Mstep: Class 2 contains 71483 members 
Entering Unmasked Estep 
Score: -19426536.000000 Penalty: 5877.425293
	Iteration 1F: 3 clusters Score -1.942654e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67820 members 
Mstep: Class 2 contains 72215 members 
Entering Unmasked Estep 
Score: -19428120.000000 Penalty: 5877.425293
	Iteration 2Q: 3 clusters Score -1.942812e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66565 members 
Mstep: Class 2 contains 73470 members 
Entering Unmasked Estep 
Score: -19430344.000000 Penalty: 5877.425293
	Iteration 3Q: 3 clusters Score -1.943034e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64353 members 
Mstep: Class 2 contains 75682 members 
Entering Unmasked Estep 
Score: -19433744.000000 Penalty: 5877.425293
	Iteration 4Q: 3 clusters Score -1.943374e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 79437 members 
Entering Unmasked Estep 
Score: -19438562.000000 Penalty: 5877.425293
	Iteration 5F: 3 clusters Score -1.943856e+07 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 84852 members 
Entering Unmasked Estep 
Score: -19445434.000000 Penalty: 5877.425293
	Iteration 6F: 3 clusters Score -1.944543e+07 nChanged 10739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 91211 members 
Entering Unmasked Estep 
Score: -19454618.000000 Penalty: 5877.425293
	Iteration 7F: 3 clusters Score -1.945462e+07 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 96989 members 
Entering Unmasked Estep 
Score: -19463266.000000 Penalty: 5877.425293
	Iteration 8F: 3 clusters Score -1.946327e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 100734 members 
Entering Unmasked Estep 
Score: -19467924.000000 Penalty: 5877.425293
	Iteration 9Q: 3 clusters Score -1.946792e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 103308 members 
Entering Unmasked Estep 
Score: -19469374.000000 Penalty: 5877.425293
	Iteration 10Q: 3 clusters Score -1.946937e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 105465 members 
Entering Unmasked Estep 
Score: -19470428.000000 Penalty: 5877.425293
	Iteration 11Q: 3 clusters Score -1.947043e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 107506 members 
Entering Unmasked Estep 
Score: -19471132.000000 Penalty: 5877.425293
	Iteration 12Q: 3 clusters Score -1.947113e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 109455 members 
Entering Unmasked Estep 
Score: -19471766.000000 Penalty: 5877.425293
	Iteration 13Q: 3 clusters Score -1.947177e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 111389 members 
Entering Unmasked Estep 
Score: -19472242.000000 Penalty: 5877.425293
	Iteration 14Q: 3 clusters Score -1.947224e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 113358 members 
Entering Unmasked Estep 
Score: -19472638.000000 Penalty: 5877.425293
	Iteration 15Q: 3 clusters Score -1.947264e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 115285 members 
Entering Unmasked Estep 
Score: -19473220.000000 Penalty: 5877.425293
	Iteration 16Q: 3 clusters Score -1.947322e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 117242 members 
Entering Unmasked Estep 
Score: -19473720.000000 Penalty: 5877.425293
	Iteration 17Q: 3 clusters Score -1.947372e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 119160 members 
Entering Unmasked Estep 
Score: -19474328.000000 Penalty: 5877.425293
	Iteration 18Q: 3 clusters Score -1.947433e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 121014 members 
Entering Unmasked Estep 
Score: -19474714.000000 Penalty: 5877.425293
	Iteration 19Q: 3 clusters Score -1.947471e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 122725 members 
Entering Unmasked Estep 
Score: -19475058.000000 Penalty: 5877.425293
	Iteration 20F: 3 clusters Score -1.947506e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 124306 members 
Entering Unmasked Estep 
Score: -19475306.000000 Penalty: 5877.425293
	Iteration 21Q: 3 clusters Score -1.947531e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 125730 members 
Entering Unmasked Estep 
Score: -19475618.000000 Penalty: 5877.425293
	Iteration 22Q: 3 clusters Score -1.947562e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 126995 members 
Entering Unmasked Estep 
Score: -19475714.000000 Penalty: 5877.425293
	Iteration 23Q: 3 clusters Score -1.947571e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 128147 members 
Entering Unmasked Estep 
Score: -19475924.000000 Penalty: 5877.425293
	Iteration 24Q: 3 clusters Score -1.947592e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 129172 members 
Entering Unmasked Estep 
Score: -19476024.000000 Penalty: 5877.425293
	Iteration 25Q: 3 clusters Score -1.947602e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 130034 members 
Entering Unmasked Estep 
Score: -19476186.000000 Penalty: 5877.425293
	Iteration 26Q: 3 clusters Score -1.947619e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 130827 members 
Entering Unmasked Estep 
Score: -19476338.000000 Penalty: 5877.425293
	Iteration 27Q: 3 clusters Score -1.947634e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 131539 members 
Entering Unmasked Estep 
Score: -19476306.000000 Penalty: 5877.425293
	Iteration 28Q: 3 clusters Score -1.947631e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 132200 members 
Entering Unmasked Estep 
Score: -19476394.000000 Penalty: 5877.425293
	Iteration 29Q: 3 clusters Score -1.947639e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 132787 members 
Entering Unmasked Estep 
Score: -19476506.000000 Penalty: 5877.425293
	Iteration 30Q: 3 clusters Score -1.947651e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 133303 members 
Entering Unmasked Estep 
Score: -19476552.000000 Penalty: 5877.425293
	Iteration 31Q: 3 clusters Score -1.947655e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 133759 members 
Entering Unmasked Estep 
Score: -19476506.000000 Penalty: 5877.425293
	Iteration 32Q: 3 clusters Score -1.947651e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 134190 members 
Entering Unmasked Estep 
Score: -19476654.000000 Penalty: 5877.425293
	Iteration 33Q: 3 clusters Score -1.947665e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 134525 members 
Entering Unmasked Estep 
Score: -19476714.000000 Penalty: 5877.425293
	Iteration 34Q: 3 clusters Score -1.947671e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 134839 members 
Entering Unmasked Estep 
Score: -19476718.000000 Penalty: 5877.425293
	Iteration 35Q: 3 clusters Score -1.947672e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 135110 members 
Entering Unmasked Estep 
Score: -19476734.000000 Penalty: 5877.425293
	Iteration 36Q: 3 clusters Score -1.947673e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 135341 members 
Entering Unmasked Estep 
Score: -19476728.000000 Penalty: 5877.425293
	Iteration 37Q: 3 clusters Score -1.947673e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 135560 members 
Entering Unmasked Estep 
Score: -19476684.000000 Penalty: 5877.425293
	Iteration 38Q: 3 clusters Score -1.947668e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 135764 members 
Entering Unmasked Estep 
Score: -19476736.000000 Penalty: 5877.425293
	Iteration 39Q: 3 clusters Score -1.947674e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 135955 members 
Entering Unmasked Estep 
Score: -19476736.000000 Penalty: 5877.425293
	Iteration 40F: 3 clusters Score -1.947674e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 136094 members 
Entering Unmasked Estep 
Score: -19476764.000000 Penalty: 5877.425293
	Iteration 41Q: 3 clusters Score -1.947676e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 136218 members 
Entering Unmasked Estep 
Score: -19476778.000000 Penalty: 5877.425293
	Iteration 42Q: 3 clusters Score -1.947678e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 136319 members 
Entering Unmasked Estep 
Score: -19476734.000000 Penalty: 5877.425293
	Iteration 43Q: 3 clusters Score -1.947673e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 136398 members 
Entering Unmasked Estep 
Score: -19476732.000000 Penalty: 5877.425293
	Iteration 44Q: 3 clusters Score -1.947673e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 136467 members 
Entering Unmasked Estep 
Score: -19476728.000000 Penalty: 5877.425293
	Iteration 45Q: 3 clusters Score -1.947673e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 136531 members 
Entering Unmasked Estep 
Score: -19476724.000000 Penalty: 5877.425293
	Iteration 46Q: 3 clusters Score -1.947672e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 136584 members 
Entering Unmasked Estep 
Score: -19476726.000000 Penalty: 5877.425293
	Iteration 47Q: 3 clusters Score -1.947673e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 136628 members 
Entering Unmasked Estep 
Score: -19476740.000000 Penalty: 5877.425293
	Iteration 48Q: 3 clusters Score -1.947674e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 136668 members 
Entering Unmasked Estep 
Score: -19476732.000000 Penalty: 5877.425293
	Iteration 49Q: 3 clusters Score -1.947673e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 136704 members 
Entering Unmasked Estep 
Score: -19476716.000000 Penalty: 5877.425293
	Iteration 50Q: 3 clusters Score -1.947672e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 136736 members 
Entering Unmasked Estep 
Score: -19476728.000000 Penalty: 5877.425293
	Iteration 51Q: 3 clusters Score -1.947673e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 136764 members 
Entering Unmasked Estep 
Score: -19476718.000000 Penalty: 5877.425293
	Iteration 52Q: 3 clusters Score -1.947672e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 136781 members 
Entering Unmasked Estep 
Score: -19476712.000000 Penalty: 5877.425293
	Iteration 53Q: 3 clusters Score -1.947671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 136788 members 
Entering Unmasked Estep 
Score: -19476724.000000 Penalty: 5877.425293
	Iteration 54Q: 3 clusters Score -1.947672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 136797 members 
Entering Unmasked Estep 
Score: -19476730.000000 Penalty: 5877.425293
	Iteration 55Q: 3 clusters Score -1.947673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 136806 members 
Entering Unmasked Estep 
Score: -19476718.000000 Penalty: 5877.425293
	Iteration 56Q: 3 clusters Score -1.947672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 136813 members 
Entering Unmasked Estep 
Score: -19476716.000000 Penalty: 5877.425293
	Iteration 57Q: 3 clusters Score -1.947672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 136825 members 
Entering Unmasked Estep 
Score: -19476726.000000 Penalty: 5877.425293
	Iteration 58Q: 3 clusters Score -1.947673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 136837 members 
Entering Unmasked Estep 
Score: -19476728.000000 Penalty: 5877.425293
	Iteration 59Q: 3 clusters Score -1.947673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 136845 members 
Entering Unmasked Estep 
Score: -19476736.000000 Penalty: 5877.425293
	Iteration 60F: 3 clusters Score -1.947674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 136854 members 
Entering Unmasked Estep 
Score: -19476724.000000 Penalty: 5877.425293
	Iteration 61Q: 3 clusters Score -1.947672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 136863 members 
Entering Unmasked Estep 
Score: -19476710.000000 Penalty: 5877.425293
	Iteration 62Q: 3 clusters Score -1.947671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 136872 members 
Entering Unmasked Estep 
Score: -19476720.000000 Penalty: 5877.425293
	Iteration 63Q: 3 clusters Score -1.947672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 136883 members 
Entering Unmasked Estep 
Score: -19476712.000000 Penalty: 5877.425293
	Iteration 64Q: 3 clusters Score -1.947671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 136893 members 
Entering Unmasked Estep 
Score: -19476718.000000 Penalty: 5877.425293
	Iteration 65Q: 3 clusters Score -1.947672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 136902 members 
Entering Unmasked Estep 
Score: -19476714.000000 Penalty: 5877.425293
	Iteration 66Q: 3 clusters Score -1.947671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 136912 members 
Entering Unmasked Estep 
Score: -19476696.000000 Penalty: 5877.425293
	Iteration 67Q: 3 clusters Score -1.94767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 136919 members 
Entering Unmasked Estep 
Score: -19476716.000000 Penalty: 5877.425293
	Iteration 68Q: 3 clusters Score -1.947672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 136929 members 
Entering Unmasked Estep 
Score: -19476720.000000 Penalty: 5877.425293
	Iteration 69Q: 3 clusters Score -1.947672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 136936 members 
Entering Unmasked Estep 
Score: -19476722.000000 Penalty: 5877.425293
	Iteration 70Q: 3 clusters Score -1.947672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 136942 members 
Entering Unmasked Estep 
Score: -19476720.000000 Penalty: 5877.425293
	Iteration 71Q: 3 clusters Score -1.947672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 136947 members 
Entering Unmasked Estep 
Score: -19476720.000000 Penalty: 5877.425293
	Iteration 72Q: 3 clusters Score -1.947672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 136952 members 
Entering Unmasked Estep 
Score: -19476722.000000 Penalty: 5877.425293
	Iteration 73Q: 3 clusters Score -1.947672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 136957 members 
Entering Unmasked Estep 
Score: -19476722.000000 Penalty: 5877.425293
	Iteration 74Q: 3 clusters Score -1.947672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 136962 members 
Entering Unmasked Estep 
Score: -19476740.000000 Penalty: 5877.425293
	Iteration 75Q: 3 clusters Score -1.947674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 136968 members 
Entering Unmasked Estep 
Score: -19476734.000000 Penalty: 5877.425293
	Iteration 76Q: 3 clusters Score -1.947673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 136971 members 
Entering Unmasked Estep 
Score: -19476734.000000 Penalty: 5877.425293
	Iteration 77Q: 3 clusters Score -1.947673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 136975 members 
Entering Unmasked Estep 
Score: -19476732.000000 Penalty: 5877.425293
	Iteration 78Q: 3 clusters Score -1.947673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 136979 members 
Entering Unmasked Estep 
Score: -19476742.000000 Penalty: 5877.425293
	Iteration 79Q: 3 clusters Score -1.947674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 136991 members 
Entering Unmasked Estep 
Score: -19476714.000000 Penalty: 5877.425293
	Iteration 80F: 3 clusters Score -1.947671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 137003 members 
Entering Unmasked Estep 
Score: -19476726.000000 Penalty: 5877.425293
	Iteration 81Q: 3 clusters Score -1.947673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 137014 members 
Entering Unmasked Estep 
Score: -19476696.000000 Penalty: 5877.425293
	Iteration 82Q: 3 clusters Score -1.94767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 137022 members 
Entering Unmasked Estep 
Score: -19476684.000000 Penalty: 5877.425293
	Iteration 83Q: 3 clusters Score -1.947668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 137032 members 
Entering Unmasked Estep 
Score: -19476668.000000 Penalty: 5877.425293
	Iteration 84Q: 3 clusters Score -1.947667e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 137048 members 
Entering Unmasked Estep 
Score: -19476674.000000 Penalty: 5877.425293
	Iteration 85Q: 3 clusters Score -1.947667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 137060 members 
Entering Unmasked Estep 
Score: -19476658.000000 Penalty: 5877.425293
	Iteration 86Q: 3 clusters Score -1.947666e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 137072 members 
Entering Unmasked Estep 
Score: -19476662.000000 Penalty: 5877.425293
	Iteration 87Q: 3 clusters Score -1.947666e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 137088 members 
Entering Unmasked Estep 
Score: -19476668.000000 Penalty: 5877.425293
	Iteration 88Q: 3 clusters Score -1.947667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 137100 members 
Entering Unmasked Estep 
Score: -19476670.000000 Penalty: 5877.425293
	Iteration 89Q: 3 clusters Score -1.947667e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 137113 members 
Entering Unmasked Estep 
Score: -19476666.000000 Penalty: 5877.425293
	Iteration 90Q: 3 clusters Score -1.947667e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 137125 members 
Entering Unmasked Estep 
Score: -19476682.000000 Penalty: 5877.425293
	Iteration 91Q: 3 clusters Score -1.947668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 137132 members 
Entering Unmasked Estep 
Score: -19476680.000000 Penalty: 5877.425293
	Iteration 92Q: 3 clusters Score -1.947668e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 137148 members 
Entering Unmasked Estep 
Score: -19476680.000000 Penalty: 5877.425293
	Iteration 93Q: 3 clusters Score -1.947668e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 137162 members 
Entering Unmasked Estep 
Score: -19476676.000000 Penalty: 5877.425293
	Iteration 94Q: 3 clusters Score -1.947668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 137173 members 
Entering Unmasked Estep 
Score: -19476656.000000 Penalty: 5877.425293
	Iteration 95Q: 3 clusters Score -1.947666e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 137190 members 
Entering Unmasked Estep 
Score: -19476686.000000 Penalty: 5877.425293
	Iteration 96Q: 3 clusters Score -1.947669e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 137205 members 
Entering Unmasked Estep 
Score: -19476668.000000 Penalty: 5877.425293
	Iteration 97Q: 3 clusters Score -1.947667e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 137220 members 
Entering Unmasked Estep 
Score: -19476668.000000 Penalty: 5877.425293
	Iteration 98Q: 3 clusters Score -1.947667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 137228 members 
Entering Unmasked Estep 
Score: -19476668.000000 Penalty: 5877.425293
	Iteration 99Q: 3 clusters Score -1.947667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 137242 members 
Entering Unmasked Estep 
Score: -19476662.000000 Penalty: 5877.425293
	Iteration 100F: 3 clusters Score -1.947666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 137250 members 
Entering Unmasked Estep 
Score: -19476640.000000 Penalty: 5877.425293
	Iteration 101Q: 3 clusters Score -1.947664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 137260 members 
Entering Unmasked Estep 
Score: -19476630.000000 Penalty: 5877.425293
	Iteration 102Q: 3 clusters Score -1.947663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 137267 members 
Entering Unmasked Estep 
Score: -19476634.000000 Penalty: 5877.425293
	Iteration 103Q: 3 clusters Score -1.947663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 137269 members 
Entering Unmasked Estep 
Score: -19476636.000000 Penalty: 5877.425293
	Iteration 104Q: 3 clusters Score -1.947664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 137271 members 
Entering Unmasked Estep 
Score: -19476642.000000 Penalty: 5877.425293
	Iteration 105Q: 3 clusters Score -1.947664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 137275 members 
Entering Unmasked Estep 
Score: -19476638.000000 Penalty: 5877.425293
	Iteration 106Q: 3 clusters Score -1.947664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 137285 members 
Entering Unmasked Estep 
Score: -19476636.000000 Penalty: 5877.425293
	Iteration 107Q: 3 clusters Score -1.947664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 137296 members 
Entering Unmasked Estep 
Score: -19476640.000000 Penalty: 5877.425293
	Iteration 108Q: 3 clusters Score -1.947664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 137304 members 
Entering Unmasked Estep 
Score: -19476640.000000 Penalty: 5877.425293
	Iteration 109Q: 3 clusters Score -1.947664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 137306 members 
Entering Unmasked Estep 
Score: -19476640.000000 Penalty: 5877.425293
	Iteration 110Q: 3 clusters Score -1.947664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 137308 members 
Entering Unmasked Estep 
Score: -19476638.000000 Penalty: 5877.425293
	Iteration 111Q: 3 clusters Score -1.947664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 137309 members 
Entering Unmasked Estep 
Score: -19476642.000000 Penalty: 5877.425293
	Iteration 112Q: 3 clusters Score -1.947664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 137309 members 
Entering Unmasked Estep 
Score: -19476642.000000 Penalty: 5877.425293
	Iteration 113F: 3 clusters Score -1.947664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Entering Unmasked Estep 
Score: -1137065.625000 Penalty: 2244.005615
	Iteration 0F: 2 clusters Score -1137066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1130400.125000 Penalty: 4488.011230
	Iteration 0F: 3 clusters Score -1130400 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1132545.750000 Penalty: 4488.011230
	Iteration 1F: 3 clusters Score -1132546 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1133023.375000 Penalty: 4488.011230
	Iteration 2F: 3 clusters Score -1133023 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1133456.625000 Penalty: 4488.011230
	Iteration 3F: 3 clusters Score -1133457 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1133980.500000 Penalty: 4488.011230
	Iteration 4F: 3 clusters Score -1133980 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1134642.625000 Penalty: 4488.011230
	Iteration 5F: 3 clusters Score -1134643 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1135231.500000 Penalty: 4488.011230
	Iteration 6F: 3 clusters Score -1135232 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1135654.625000 Penalty: 4488.011230
	Iteration 7F: 3 clusters Score -1135655 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1135989.250000 Penalty: 4488.011230
	Iteration 8Q: 3 clusters Score -1135989 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1136236.625000 Penalty: 4488.011230
	Iteration 9Q: 3 clusters Score -1136237 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1136412.250000 Penalty: 4488.011230
	Iteration 10Q: 3 clusters Score -1136412 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1136549.250000 Penalty: 4488.011230
	Iteration 11Q: 3 clusters Score -1136549 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1136656.375000 Penalty: 4488.011230
	Iteration 12Q: 3 clusters Score -1136656 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1136747.375000 Penalty: 4488.011230
	Iteration 13Q: 3 clusters Score -1136747 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1136817.000000 Penalty: 4488.011230
	Iteration 14Q: 3 clusters Score -1136817 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1136869.500000 Penalty: 4488.011230
	Iteration 15Q: 3 clusters Score -1136870 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1136918.875000 Penalty: 4488.011230
	Iteration 16Q: 3 clusters Score -1136919 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1136982.625000 Penalty: 4488.011230
	Iteration 17Q: 3 clusters Score -1136983 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1137029.375000 Penalty: 4488.011230
	Iteration 18Q: 3 clusters Score -1137029 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1137062.375000 Penalty: 4488.011230
	Iteration 19Q: 3 clusters Score -1137062 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1137092.375000 Penalty: 4488.011230
	Iteration 20F: 3 clusters Score -1137092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1137112.875000 Penalty: 4488.011230
	Iteration 21Q: 3 clusters Score -1137113 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1137122.250000 Penalty: 4488.011230
	Iteration 22Q: 3 clusters Score -1137122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1137131.500000 Penalty: 4488.011230
	Iteration 23Q: 3 clusters Score -1137132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1137137.000000 Penalty: 4488.011230
	Iteration 24Q: 3 clusters Score -1137137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1137139.125000 Penalty: 4488.011230
	Iteration 25Q: 3 clusters Score -1137139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1137143.125000 Penalty: 4488.011230
	Iteration 26Q: 3 clusters Score -1137143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1137143.750000 Penalty: 4488.011230
	Iteration 27Q: 3 clusters Score -1137144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1137147.625000 Penalty: 4488.011230
	Iteration 28Q: 3 clusters Score -1137148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1137149.375000 Penalty: 4488.011230
	Iteration 29Q: 3 clusters Score -1137149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1137148.500000 Penalty: 4488.011230
	Iteration 30Q: 3 clusters Score -1137148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1137148.875000 Penalty: 4488.011230
	Iteration 31Q: 3 clusters Score -1137149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1137148.875000 Penalty: 4488.011230
	Iteration 32F: 3 clusters Score -1137149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 165073 members 
Mstep: Class 4 contains 7612 members 
Mstep: Class 5 contains 133291 members 
Mstep: Class 6 contains 17312 members 
Mstep: Class 7 contains 49077 members 
Mstep: Class 8 contains 18538 members 
Mstep: Class 9 contains 140035 members 
Mstep: Class 10 contains 5850 members 
Mstep: Class 11 contains 20994 members 
Mstep: Class 12 contains 51513 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 26733 members 
Mstep: Class 15 contains 28482 members 
Mstep: Class 16 contains 8857 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 8057 members 
Mstep: Class 19 contains 44115 members 
Mstep: Class 20 contains 141433 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34250 members 
Mstep: Class 23 contains 5853 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31509 members 
Mstep: Class 26 contains 6470 members 
Mstep: Class 27 contains 2655 members 
Mstep: Class 28 contains 15279 members 
Mstep: Class 29 contains 67102 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 5239 members 
Mstep: Class 32 contains 1236 members 
Entering Unmasked Estep 
Score: -142939840.000000 Penalty: 110053.570312
Splitting cluster 10 changes total score from -142940704.000000 to -142939840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (20994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Entering Unmasked Estep 
Score: -2733618.750000 Penalty: 2468.093994
	Iteration 0F: 2 clusters Score -2733619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2718895.000000 Penalty: 4936.187988
	Iteration 0F: 3 clusters Score -2718895 nChanged 9317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2723887.000000 Penalty: 4936.187988
	Iteration 1F: 3 clusters Score -2723887 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2724398.250000 Penalty: 4936.187988
	Iteration 2F: 3 clusters Score -2724398 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2724903.000000 Penalty: 4936.187988
	Iteration 3F: 3 clusters Score -2724903 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2725488.500000 Penalty: 4936.187988
	Iteration 4F: 3 clusters Score -2725488 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2726178.000000 Penalty: 4936.187988
	Iteration 5F: 3 clusters Score -2726178 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2726911.000000 Penalty: 4936.187988
	Iteration 6F: 3 clusters Score -2726911 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2727744.500000 Penalty: 4936.187988
	Iteration 7F: 3 clusters Score -2727744 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2728668.250000 Penalty: 4936.187988
	Iteration 8F: 3 clusters Score -2728668 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2729530.500000 Penalty: 4936.187988
	Iteration 9F: 3 clusters Score -2729530 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2730236.500000 Penalty: 4936.187988
	Iteration 10Q: 3 clusters Score -2730236 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2730773.000000 Penalty: 4936.187988
	Iteration 11Q: 3 clusters Score -2730773 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2731128.750000 Penalty: 4936.187988
	Iteration 12Q: 3 clusters Score -2731129 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2731355.500000 Penalty: 4936.187988
	Iteration 13Q: 3 clusters Score -2731356 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2731526.250000 Penalty: 4936.187988
	Iteration 14Q: 3 clusters Score -2731526 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2731661.500000 Penalty: 4936.187988
	Iteration 15Q: 3 clusters Score -2731662 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2731761.500000 Penalty: 4936.187988
	Iteration 16Q: 3 clusters Score -2731762 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2731867.250000 Penalty: 4936.187988
	Iteration 17Q: 3 clusters Score -2731867 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2731966.500000 Penalty: 4936.187988
	Iteration 18Q: 3 clusters Score -2731966 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2732027.250000 Penalty: 4936.187988
	Iteration 19Q: 3 clusters Score -2732027 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -2732075.250000 Penalty: 4936.187988
	Iteration 20F: 3 clusters Score -2732075 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -2732095.500000 Penalty: 4936.187988
	Iteration 21Q: 3 clusters Score -2732096 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -2732121.000000 Penalty: 4936.187988
	Iteration 22Q: 3 clusters Score -2732121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -2732134.250000 Penalty: 4936.187988
	Iteration 23Q: 3 clusters Score -2732134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2732140.000000 Penalty: 4936.187988
	Iteration 24Q: 3 clusters Score -2732140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2732149.500000 Penalty: 4936.187988
	Iteration 25Q: 3 clusters Score -2732150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2732156.000000 Penalty: 4936.187988
	Iteration 26Q: 3 clusters Score -2732156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2732161.750000 Penalty: 4936.187988
	Iteration 27Q: 3 clusters Score -2732162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2732168.000000 Penalty: 4936.187988
	Iteration 28Q: 3 clusters Score -2732168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2732175.000000 Penalty: 4936.187988
	Iteration 29Q: 3 clusters Score -2732175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -2732178.750000 Penalty: 4936.187988
	Iteration 30Q: 3 clusters Score -2732179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2732185.000000 Penalty: 4936.187988
	Iteration 31Q: 3 clusters Score -2732185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2732184.000000 Penalty: 4936.187988
	Iteration 32Q: 3 clusters Score -2732184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2732182.250000 Penalty: 4936.187988
	Iteration 33Q: 3 clusters Score -2732182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2732186.250000 Penalty: 4936.187988
	Iteration 34Q: 3 clusters Score -2732186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2732187.000000 Penalty: 4936.187988
	Iteration 35Q: 3 clusters Score -2732187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2732191.000000 Penalty: 4936.187988
	Iteration 36Q: 3 clusters Score -2732191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2732193.000000 Penalty: 4936.187988
	Iteration 37Q: 3 clusters Score -2732193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -2732192.250000 Penalty: 4936.187988
	Iteration 38Q: 3 clusters Score -2732192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2732193.500000 Penalty: 4936.187988
	Iteration 39Q: 3 clusters Score -2732194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2732195.000000 Penalty: 4936.187988
	Iteration 40F: 3 clusters Score -2732195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2732195.250000 Penalty: 4936.187988
	Iteration 41Q: 3 clusters Score -2732195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2732192.750000 Penalty: 4936.187988
	Iteration 42Q: 3 clusters Score -2732193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -2732196.750000 Penalty: 4936.187988
	Iteration 43Q: 3 clusters Score -2732197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2732195.000000 Penalty: 4936.187988
	Iteration 44Q: 3 clusters Score -2732195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -2732195.750000 Penalty: 4936.187988
	Iteration 45Q: 3 clusters Score -2732196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2732195.500000 Penalty: 4936.187988
	Iteration 46Q: 3 clusters Score -2732196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2732196.000000 Penalty: 4936.187988
	Iteration 47Q: 3 clusters Score -2732196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -2732197.250000 Penalty: 4936.187988
	Iteration 48Q: 3 clusters Score -2732197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -2732197.250000 Penalty: 4936.187988
	Iteration 49F: 3 clusters Score -2732197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (51513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51513 members 
Entering Unmasked Estep 
Score: -7239731.000000 Penalty: 2690.698242
	Iteration 0F: 2 clusters Score -7239731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -7204977.500000 Penalty: 5381.396484
	Iteration 0F: 3 clusters Score -7204978 nChanged 23877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -7218383.000000 Penalty: 5381.396484
	Iteration 1F: 3 clusters Score -7218383 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -7219221.500000 Penalty: 5381.396484
	Iteration 2Q: 3 clusters Score -7219222 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -7220321.000000 Penalty: 5381.396484
	Iteration 3Q: 3 clusters Score -7220321 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -7221744.000000 Penalty: 5381.396484
	Iteration 4F: 3 clusters Score -7221744 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -7223941.500000 Penalty: 5381.396484
	Iteration 5F: 3 clusters Score -7223942 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -7226958.500000 Penalty: 5381.396484
	Iteration 6F: 3 clusters Score -7226958 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -7230565.500000 Penalty: 5381.396484
	Iteration 7F: 3 clusters Score -7230566 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -7233739.500000 Penalty: 5381.396484
	Iteration 8F: 3 clusters Score -7233740 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -7235701.500000 Penalty: 5381.396484
	Iteration 9Q: 3 clusters Score -7235702 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -7236588.500000 Penalty: 5381.396484
	Iteration 10Q: 3 clusters Score -7236588 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -7237003.000000 Penalty: 5381.396484
	Iteration 11Q: 3 clusters Score -7237003 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -7237249.000000 Penalty: 5381.396484
	Iteration 12Q: 3 clusters Score -7237249 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -7237450.000000 Penalty: 5381.396484
	Iteration 13Q: 3 clusters Score -7237450 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
Score: -7237596.500000 Penalty: 5381.396484
	Iteration 14Q: 3 clusters Score -7237596 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -7237677.500000 Penalty: 5381.396484
	Iteration 15Q: 3 clusters Score -7237678 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -7237767.500000 Penalty: 5381.396484
	Iteration 16Q: 3 clusters Score -7237768 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -7237818.500000 Penalty: 5381.396484
	Iteration 17Q: 3 clusters Score -7237818 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -7237865.500000 Penalty: 5381.396484
	Iteration 18Q: 3 clusters Score -7237866 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -7237915.500000 Penalty: 5381.396484
	Iteration 19Q: 3 clusters Score -7237916 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 49699 members 
Entering Unmasked Estep 
Score: -7237962.500000 Penalty: 5381.396484
	Iteration 20F: 3 clusters Score -7237962 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 49772 members 
Entering Unmasked Estep 
Score: -7238003.000000 Penalty: 5381.396484
	Iteration 21Q: 3 clusters Score -7238003 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -7238031.500000 Penalty: 5381.396484
	Iteration 22Q: 3 clusters Score -7238032 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -7238051.000000 Penalty: 5381.396484
	Iteration 23Q: 3 clusters Score -7238051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -7238066.500000 Penalty: 5381.396484
	Iteration 24Q: 3 clusters Score -7238066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -7238065.000000 Penalty: 5381.396484
	Iteration 25Q: 3 clusters Score -7238065 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -7238080.500000 Penalty: 5381.396484
	Iteration 26Q: 3 clusters Score -7238080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 50051 members 
Entering Unmasked Estep 
Score: -7238100.000000 Penalty: 5381.396484
	Iteration 27Q: 3 clusters Score -7238100 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -7238105.000000 Penalty: 5381.396484
	Iteration 28Q: 3 clusters Score -7238105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -7238103.000000 Penalty: 5381.396484
	Iteration 29Q: 3 clusters Score -7238103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 50120 members 
Entering Unmasked Estep 
Score: -7238119.000000 Penalty: 5381.396484
	Iteration 30Q: 3 clusters Score -7238119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -7238113.000000 Penalty: 5381.396484
	Iteration 31Q: 3 clusters Score -7238113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -7238110.500000 Penalty: 5381.396484
	Iteration 32Q: 3 clusters Score -7238110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 50143 members 
Entering Unmasked Estep 
Score: -7238116.500000 Penalty: 5381.396484
	Iteration 33Q: 3 clusters Score -7238116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -7238119.000000 Penalty: 5381.396484
	Iteration 34Q: 3 clusters Score -7238119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -7238116.500000 Penalty: 5381.396484
	Iteration 35Q: 3 clusters Score -7238116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -7238115.000000 Penalty: 5381.396484
	Iteration 36Q: 3 clusters Score -7238115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -7238124.000000 Penalty: 5381.396484
	Iteration 37Q: 3 clusters Score -7238124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -7238119.500000 Penalty: 5381.396484
	Iteration 38Q: 3 clusters Score -7238120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 50172 members 
Entering Unmasked Estep 
Score: -7238118.500000 Penalty: 5381.396484
	Iteration 39Q: 3 clusters Score -7238118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -7238121.500000 Penalty: 5381.396484
	Iteration 40F: 3 clusters Score -7238122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -7238127.500000 Penalty: 5381.396484
	Iteration 41Q: 3 clusters Score -7238128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -7238134.000000 Penalty: 5381.396484
	Iteration 42Q: 3 clusters Score -7238134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 50181 members 
Entering Unmasked Estep 
Score: -7238138.000000 Penalty: 5381.396484
	Iteration 43Q: 3 clusters Score -7238138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -7238142.500000 Penalty: 5381.396484
	Iteration 44Q: 3 clusters Score -7238142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -7238142.000000 Penalty: 5381.396484
	Iteration 45Q: 3 clusters Score -7238142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 50194 members 
Entering Unmasked Estep 
Score: -7238146.000000 Penalty: 5381.396484
	Iteration 46Q: 3 clusters Score -7238146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -7238145.500000 Penalty: 5381.396484
	Iteration 47Q: 3 clusters Score -7238146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -7238149.000000 Penalty: 5381.396484
	Iteration 48Q: 3 clusters Score -7238149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 50200 members 
Entering Unmasked Estep 
Score: -7238148.000000 Penalty: 5381.396484
	Iteration 49Q: 3 clusters Score -7238148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -7238148.500000 Penalty: 5381.396484
	Iteration 50Q: 3 clusters Score -7238148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -7238148.500000 Penalty: 5381.396484
	Iteration 51F: 3 clusters Score -7238148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -75432.382812 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -75432.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73830.960938 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -73830.96 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74085.906250 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -74085.91 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -74196.843750 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -74196.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -74267.625000 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -74267.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -74332.328125 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -74332.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -74422.953125 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -74422.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74482.335938 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -74482.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -74529.156250 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -74529.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -74567.929688 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -74567.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -74610.187500 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -74610.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -74730.882812 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -74730.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74838.343750 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -74838.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74950.851562 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -74950.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75004.023438 Penalty: 3173.703125
	Iteration 13Q: 3 clusters Score -75004.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -75056.179688 Penalty: 3173.703125
	Iteration 14Q: 3 clusters Score -75056.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -75097.046875 Penalty: 3173.703125
	Iteration 15Q: 3 clusters Score -75097.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75102.796875 Penalty: 3173.703125
	Iteration 16Q: 3 clusters Score -75102.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -75113.039062 Penalty: 3173.703125
	Iteration 17Q: 3 clusters Score -75113.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -75139.226562 Penalty: 3173.703125
	Iteration 18Q: 3 clusters Score -75139.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -75161.468750 Penalty: 3173.703125
	Iteration 19Q: 3 clusters Score -75161.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -75198.273438 Penalty: 3173.703125
	Iteration 20F: 3 clusters Score -75198.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -75312.007812 Penalty: 3173.703125
	Iteration 21Q: 3 clusters Score -75312.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -75356.976562 Penalty: 3173.703125
	Iteration 22Q: 3 clusters Score -75356.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -75356.976562 Penalty: 3173.703125
	Iteration 23F: 3 clusters Score -75356.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Entering Unmasked Estep 
Score: -3651270.000000 Penalty: 2528.026123
	Iteration 0F: 2 clusters Score -3651270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3632838.750000 Penalty: 5056.052246
	Iteration 0F: 3 clusters Score -3632839 nChanged 11897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -3639418.500000 Penalty: 5056.052246
	Iteration 1F: 3 clusters Score -3639418 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3640053.000000 Penalty: 5056.052246
	Iteration 2F: 3 clusters Score -3640053 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -3640774.500000 Penalty: 5056.052246
	Iteration 3F: 3 clusters Score -3640774 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -3641667.000000 Penalty: 5056.052246
	Iteration 4F: 3 clusters Score -3641667 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -3642726.750000 Penalty: 5056.052246
	Iteration 5F: 3 clusters Score -3642727 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -3643926.500000 Penalty: 5056.052246
	Iteration 6F: 3 clusters Score -3643926 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -3645214.750000 Penalty: 5056.052246
	Iteration 7F: 3 clusters Score -3645215 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -3646313.500000 Penalty: 5056.052246
	Iteration 8F: 3 clusters Score -3646314 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -3647199.750000 Penalty: 5056.052246
	Iteration 9F: 3 clusters Score -3647200 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -3647905.750000 Penalty: 5056.052246
	Iteration 10Q: 3 clusters Score -3647906 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -3648518.000000 Penalty: 5056.052246
	Iteration 11Q: 3 clusters Score -3648518 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -3649101.750000 Penalty: 5056.052246
	Iteration 12Q: 3 clusters Score -3649102 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -3649570.000000 Penalty: 5056.052246
	Iteration 13Q: 3 clusters Score -3649570 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -3649933.750000 Penalty: 5056.052246
	Iteration 14Q: 3 clusters Score -3649934 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -3650333.500000 Penalty: 5056.052246
	Iteration 15Q: 3 clusters Score -3650334 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -3650695.250000 Penalty: 5056.052246
	Iteration 16Q: 3 clusters Score -3650695 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -3650889.000000 Penalty: 5056.052246
	Iteration 17Q: 3 clusters Score -3650889 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -3650977.250000 Penalty: 5056.052246
	Iteration 18Q: 3 clusters Score -3650977 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -3651026.250000 Penalty: 5056.052246
	Iteration 19Q: 3 clusters Score -3651026 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -3651049.750000 Penalty: 5056.052246
	Iteration 20F: 3 clusters Score -3651050 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -3651075.500000 Penalty: 5056.052246
	Iteration 21Q: 3 clusters Score -3651076 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -3651092.000000 Penalty: 5056.052246
	Iteration 22Q: 3 clusters Score -3651092 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -3651101.250000 Penalty: 5056.052246
	Iteration 23Q: 3 clusters Score -3651101 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3651114.750000 Penalty: 5056.052246
	Iteration 24Q: 3 clusters Score -3651115 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -3651119.250000 Penalty: 5056.052246
	Iteration 25Q: 3 clusters Score -3651119 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -3651123.500000 Penalty: 5056.052246
	Iteration 26Q: 3 clusters Score -3651124 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -3651134.000000 Penalty: 5056.052246
	Iteration 27Q: 3 clusters Score -3651134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -3651142.000000 Penalty: 5056.052246
	Iteration 28Q: 3 clusters Score -3651142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -3651146.250000 Penalty: 5056.052246
	Iteration 29Q: 3 clusters Score -3651146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -3651147.500000 Penalty: 5056.052246
	Iteration 30Q: 3 clusters Score -3651148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -3651154.250000 Penalty: 5056.052246
	Iteration 31Q: 3 clusters Score -3651154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -3651156.000000 Penalty: 5056.052246
	Iteration 32Q: 3 clusters Score -3651156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -3651151.000000 Penalty: 5056.052246
	Iteration 33Q: 3 clusters Score -3651151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -3651158.000000 Penalty: 5056.052246
	Iteration 34Q: 3 clusters Score -3651158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -3651160.000000 Penalty: 5056.052246
	Iteration 35Q: 3 clusters Score -3651160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -3651165.500000 Penalty: 5056.052246
	Iteration 36Q: 3 clusters Score -3651166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -3651162.500000 Penalty: 5056.052246
	Iteration 37Q: 3 clusters Score -3651162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -3651168.250000 Penalty: 5056.052246
	Iteration 38Q: 3 clusters Score -3651168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3651168.750000 Penalty: 5056.052246
	Iteration 39Q: 3 clusters Score -3651169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -3651165.750000 Penalty: 5056.052246
	Iteration 40F: 3 clusters Score -3651166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -3651170.250000 Penalty: 5056.052246
	Iteration 41Q: 3 clusters Score -3651170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -3651167.750000 Penalty: 5056.052246
	Iteration 42Q: 3 clusters Score -3651168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -3651163.750000 Penalty: 5056.052246
	Iteration 43Q: 3 clusters Score -3651164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -3651163.750000 Penalty: 5056.052246
	Iteration 44F: 3 clusters Score -3651164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Entering Unmasked Estep 
Score: -4054298.000000 Penalty: 2543.742920
	Iteration 0F: 2 clusters Score -4054298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -4034629.000000 Penalty: 5087.485840
	Iteration 0F: 3 clusters Score -4034629 nChanged 12834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -4041601.000000 Penalty: 5087.485840
	Iteration 1F: 3 clusters Score -4041601 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -4041963.750000 Penalty: 5087.485840
	Iteration 2Q: 3 clusters Score -4041964 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -4042224.500000 Penalty: 5087.485840
	Iteration 3Q: 3 clusters Score -4042224 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -4042438.000000 Penalty: 5087.485840
	Iteration 4Q: 3 clusters Score -4042438 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -4042631.000000 Penalty: 5087.485840
	Iteration 5Q: 3 clusters Score -4042631 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -4042822.000000 Penalty: 5087.485840
	Iteration 6Q: 3 clusters Score -4042822 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -4042979.750000 Penalty: 5087.485840
	Iteration 7Q: 3 clusters Score -4042980 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -4043193.000000 Penalty: 5087.485840
	Iteration 8Q: 3 clusters Score -4043193 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -4043430.500000 Penalty: 5087.485840
	Iteration 9Q: 3 clusters Score -4043430 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -4043820.000000 Penalty: 5087.485840
	Iteration 10Q: 3 clusters Score -4043820 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -4044434.500000 Penalty: 5087.485840
	Iteration 11Q: 3 clusters Score -4044434 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -4045417.750000 Penalty: 5087.485840
	Iteration 12F: 3 clusters Score -4045418 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -4046735.250000 Penalty: 5087.485840
	Iteration 13F: 3 clusters Score -4046735 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -4048269.750000 Penalty: 5087.485840
	Iteration 14F: 3 clusters Score -4048270 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -4049741.750000 Penalty: 5087.485840
	Iteration 15F: 3 clusters Score -4049742 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -4050794.250000 Penalty: 5087.485840
	Iteration 16Q: 3 clusters Score -4050794 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -4051375.000000 Penalty: 5087.485840
	Iteration 17Q: 3 clusters Score -4051375 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -4051694.750000 Penalty: 5087.485840
	Iteration 18Q: 3 clusters Score -4051695 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -4051857.000000 Penalty: 5087.485840
	Iteration 19Q: 3 clusters Score -4051857 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -4051934.500000 Penalty: 5087.485840
	Iteration 20F: 3 clusters Score -4051934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -4051976.750000 Penalty: 5087.485840
	Iteration 21Q: 3 clusters Score -4051977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -4052012.250000 Penalty: 5087.485840
	Iteration 22Q: 3 clusters Score -4052012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -4052031.250000 Penalty: 5087.485840
	Iteration 23Q: 3 clusters Score -4052031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -4052033.750000 Penalty: 5087.485840
	Iteration 24Q: 3 clusters Score -4052034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -4052037.500000 Penalty: 5087.485840
	Iteration 25Q: 3 clusters Score -4052038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -4052037.500000 Penalty: 5087.485840
	Iteration 26Q: 3 clusters Score -4052038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -4052039.250000 Penalty: 5087.485840
	Iteration 27Q: 3 clusters Score -4052039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -4052039.250000 Penalty: 5087.485840
	Iteration 28F: 3 clusters Score -4052039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Entering Unmasked Estep 
Score: -1191699.375000 Penalty: 2254.062988
	Iteration 0F: 2 clusters Score -1191699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1184797.000000 Penalty: 4508.125977
	Iteration 0F: 3 clusters Score -1184797 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1186825.375000 Penalty: 4508.125977
	Iteration 1F: 3 clusters Score -1186825 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1187407.000000 Penalty: 4508.125977
	Iteration 2F: 3 clusters Score -1187407 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1188029.500000 Penalty: 4508.125977
	Iteration 3F: 3 clusters Score -1188030 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1188650.000000 Penalty: 4508.125977
	Iteration 4F: 3 clusters Score -1188650 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1189339.000000 Penalty: 4508.125977
	Iteration 5F: 3 clusters Score -1189339 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1190002.375000 Penalty: 4508.125977
	Iteration 6F: 3 clusters Score -1190002 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1190631.875000 Penalty: 4508.125977
	Iteration 7Q: 3 clusters Score -1190632 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1191053.250000 Penalty: 4508.125977
	Iteration 8Q: 3 clusters Score -1191053 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1191244.375000 Penalty: 4508.125977
	Iteration 9Q: 3 clusters Score -1191244 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1191320.625000 Penalty: 4508.125977
	Iteration 10Q: 3 clusters Score -1191321 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1191357.875000 Penalty: 4508.125977
	Iteration 11Q: 3 clusters Score -1191358 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1191381.875000 Penalty: 4508.125977
	Iteration 12Q: 3 clusters Score -1191382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1191395.625000 Penalty: 4508.125977
	Iteration 13Q: 3 clusters Score -1191396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1191405.250000 Penalty: 4508.125977
	Iteration 14Q: 3 clusters Score -1191405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1191412.750000 Penalty: 4508.125977
	Iteration 15Q: 3 clusters Score -1191413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1191417.375000 Penalty: 4508.125977
	Iteration 16Q: 3 clusters Score -1191417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1191421.375000 Penalty: 4508.125977
	Iteration 17Q: 3 clusters Score -1191421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1191423.875000 Penalty: 4508.125977
	Iteration 18Q: 3 clusters Score -1191424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1191427.000000 Penalty: 4508.125977
	Iteration 19Q: 3 clusters Score -1191427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1191427.375000 Penalty: 4508.125977
	Iteration 20F: 3 clusters Score -1191427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1191430.625000 Penalty: 4508.125977
	Iteration 21Q: 3 clusters Score -1191431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1191435.375000 Penalty: 4508.125977
	Iteration 22Q: 3 clusters Score -1191435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1191442.375000 Penalty: 4508.125977
	Iteration 23Q: 3 clusters Score -1191442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1191442.750000 Penalty: 4508.125977
	Iteration 24Q: 3 clusters Score -1191443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1191447.625000 Penalty: 4508.125977
	Iteration 25Q: 3 clusters Score -1191448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1191452.375000 Penalty: 4508.125977
	Iteration 26Q: 3 clusters Score -1191452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1191460.125000 Penalty: 4508.125977
	Iteration 27Q: 3 clusters Score -1191460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1191477.875000 Penalty: 4508.125977
	Iteration 28Q: 3 clusters Score -1191478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1191484.250000 Penalty: 4508.125977
	Iteration 29Q: 3 clusters Score -1191484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1191506.750000 Penalty: 4508.125977
	Iteration 30Q: 3 clusters Score -1191507 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1191534.250000 Penalty: 4508.125977
	Iteration 31Q: 3 clusters Score -1191534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1191547.500000 Penalty: 4508.125977
	Iteration 32Q: 3 clusters Score -1191548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1191566.500000 Penalty: 4508.125977
	Iteration 33Q: 3 clusters Score -1191566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1191579.750000 Penalty: 4508.125977
	Iteration 34Q: 3 clusters Score -1191580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1191597.375000 Penalty: 4508.125977
	Iteration 35Q: 3 clusters Score -1191597 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1191623.625000 Penalty: 4508.125977
	Iteration 36Q: 3 clusters Score -1191624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1191653.000000 Penalty: 4508.125977
	Iteration 37Q: 3 clusters Score -1191653 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1191686.750000 Penalty: 4508.125977
	Iteration 38Q: 3 clusters Score -1191687 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1191721.625000 Penalty: 4508.125977
	Iteration 39Q: 3 clusters Score -1191722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1191738.250000 Penalty: 4508.125977
	Iteration 40F: 3 clusters Score -1191738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1191749.750000 Penalty: 4508.125977
	Iteration 41Q: 3 clusters Score -1191750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1191752.750000 Penalty: 4508.125977
	Iteration 42Q: 3 clusters Score -1191753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1191755.250000 Penalty: 4508.125977
	Iteration 43Q: 3 clusters Score -1191755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1191756.750000 Penalty: 4508.125977
	Iteration 44Q: 3 clusters Score -1191757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1191758.750000 Penalty: 4508.125977
	Iteration 45Q: 3 clusters Score -1191759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1191761.875000 Penalty: 4508.125977
	Iteration 46Q: 3 clusters Score -1191762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1191762.750000 Penalty: 4508.125977
	Iteration 47Q: 3 clusters Score -1191763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1191764.250000 Penalty: 4508.125977
	Iteration 48Q: 3 clusters Score -1191764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1191766.125000 Penalty: 4508.125977
	Iteration 49Q: 3 clusters Score -1191766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1191766.250000 Penalty: 4508.125977
	Iteration 50Q: 3 clusters Score -1191766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1191767.500000 Penalty: 4508.125977
	Iteration 51Q: 3 clusters Score -1191768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1191769.250000 Penalty: 4508.125977
	Iteration 52Q: 3 clusters Score -1191769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1191769.250000 Penalty: 4508.125977
	Iteration 53Q: 3 clusters Score -1191769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1191771.500000 Penalty: 4508.125977
	Iteration 54Q: 3 clusters Score -1191772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1191770.750000 Penalty: 4508.125977
	Iteration 55Q: 3 clusters Score -1191771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1191773.375000 Penalty: 4508.125977
	Iteration 56Q: 3 clusters Score -1191773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1191776.375000 Penalty: 4508.125977
	Iteration 57Q: 3 clusters Score -1191776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1191775.375000 Penalty: 4508.125977
	Iteration 58Q: 3 clusters Score -1191775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1191774.375000 Penalty: 4508.125977
	Iteration 59Q: 3 clusters Score -1191774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1191777.375000 Penalty: 4508.125977
	Iteration 60F: 3 clusters Score -1191777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1191779.125000 Penalty: 4508.125977
	Iteration 61Q: 3 clusters Score -1191779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1191782.250000 Penalty: 4508.125977
	Iteration 62Q: 3 clusters Score -1191782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1191779.375000 Penalty: 4508.125977
	Iteration 63Q: 3 clusters Score -1191779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1191780.875000 Penalty: 4508.125977
	Iteration 64Q: 3 clusters Score -1191781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1191782.250000 Penalty: 4508.125977
	Iteration 65Q: 3 clusters Score -1191782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1191782.750000 Penalty: 4508.125977
	Iteration 66Q: 3 clusters Score -1191783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1191782.750000 Penalty: 4508.125977
	Iteration 67F: 3 clusters Score -1191783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 165073 members 
Mstep: Class 4 contains 7612 members 
Mstep: Class 5 contains 133291 members 
Mstep: Class 6 contains 17312 members 
Mstep: Class 7 contains 49077 members 
Mstep: Class 8 contains 18538 members 
Mstep: Class 9 contains 140035 members 
Mstep: Class 10 contains 8505 members 
Mstep: Class 11 contains 20994 members 
Mstep: Class 12 contains 51513 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 26733 members 
Mstep: Class 15 contains 28482 members 
Mstep: Class 16 contains 7141 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 8057 members 
Mstep: Class 19 contains 44115 members 
Mstep: Class 20 contains 141433 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34250 members 
Mstep: Class 23 contains 5853 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31509 members 
Mstep: Class 26 contains 6470 members 
Mstep: Class 27 contains 1716 members 
Mstep: Class 28 contains 15279 members 
Mstep: Class 29 contains 67102 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 5239 members 
Mstep: Class 32 contains 1236 members 
Entering Unmasked Estep 
Score: -142939696.000000 Penalty: 110053.570312
Splitting cluster 16 changes total score from -142940704.000000 to -142939696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (5569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Entering Unmasked Estep 
Score: -762464.125000 Penalty: 2138.992676
	Iteration 0F: 2 clusters Score -762464.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -757592.312500 Penalty: 4277.985352
	Iteration 0F: 3 clusters Score -757592.3 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -758717.125000 Penalty: 4277.985352
	Iteration 1F: 3 clusters Score -758717.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -758973.437500 Penalty: 4277.985352
	Iteration 2F: 3 clusters Score -758973.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -759161.312500 Penalty: 4277.985352
	Iteration 3F: 3 clusters Score -759161.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -759317.187500 Penalty: 4277.985352
	Iteration 4Q: 3 clusters Score -759317.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -759428.687500 Penalty: 4277.985352
	Iteration 5Q: 3 clusters Score -759428.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -759529.125000 Penalty: 4277.985352
	Iteration 6Q: 3 clusters Score -759529.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -759625.937500 Penalty: 4277.985352
	Iteration 7Q: 3 clusters Score -759625.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -759713.687500 Penalty: 4277.985352
	Iteration 8Q: 3 clusters Score -759713.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -759810.062500 Penalty: 4277.985352
	Iteration 9Q: 3 clusters Score -759810.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -759897.812500 Penalty: 4277.985352
	Iteration 10Q: 3 clusters Score -759897.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -759978.312500 Penalty: 4277.985352
	Iteration 11Q: 3 clusters Score -759978.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -760054.500000 Penalty: 4277.985352
	Iteration 12Q: 3 clusters Score -760054.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -760136.875000 Penalty: 4277.985352
	Iteration 13Q: 3 clusters Score -760136.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -760200.562500 Penalty: 4277.985352
	Iteration 14Q: 3 clusters Score -760200.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -760271.812500 Penalty: 4277.985352
	Iteration 15Q: 3 clusters Score -760271.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -760338.875000 Penalty: 4277.985352
	Iteration 16Q: 3 clusters Score -760338.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -760392.437500 Penalty: 4277.985352
	Iteration 17Q: 3 clusters Score -760392.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -760437.562500 Penalty: 4277.985352
	Iteration 18Q: 3 clusters Score -760437.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -760466.937500 Penalty: 4277.985352
	Iteration 19Q: 3 clusters Score -760466.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -760493.937500 Penalty: 4277.985352
	Iteration 20F: 3 clusters Score -760493.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -760516.625000 Penalty: 4277.985352
	Iteration 21Q: 3 clusters Score -760516.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -760539.125000 Penalty: 4277.985352
	Iteration 22Q: 3 clusters Score -760539.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -760559.062500 Penalty: 4277.985352
	Iteration 23Q: 3 clusters Score -760559.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -760573.437500 Penalty: 4277.985352
	Iteration 24Q: 3 clusters Score -760573.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -760590.562500 Penalty: 4277.985352
	Iteration 25Q: 3 clusters Score -760590.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -760600.437500 Penalty: 4277.985352
	Iteration 26Q: 3 clusters Score -760600.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -760618.437500 Penalty: 4277.985352
	Iteration 27Q: 3 clusters Score -760618.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -760629.875000 Penalty: 4277.985352
	Iteration 28Q: 3 clusters Score -760629.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -760643.687500 Penalty: 4277.985352
	Iteration 29Q: 3 clusters Score -760643.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -760652.625000 Penalty: 4277.985352
	Iteration 30Q: 3 clusters Score -760652.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -760661.687500 Penalty: 4277.985352
	Iteration 31Q: 3 clusters Score -760661.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -760666.062500 Penalty: 4277.985352
	Iteration 32Q: 3 clusters Score -760666.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -760668.937500 Penalty: 4277.985352
	Iteration 33Q: 3 clusters Score -760668.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -760671.437500 Penalty: 4277.985352
	Iteration 34Q: 3 clusters Score -760671.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -760672.750000 Penalty: 4277.985352
	Iteration 35Q: 3 clusters Score -760672.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -760675.000000 Penalty: 4277.985352
	Iteration 36Q: 3 clusters Score -760675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -760676.937500 Penalty: 4277.985352
	Iteration 37Q: 3 clusters Score -760676.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -760679.687500 Penalty: 4277.985352
	Iteration 38Q: 3 clusters Score -760679.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -760680.937500 Penalty: 4277.985352
	Iteration 39Q: 3 clusters Score -760680.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -760680.937500 Penalty: 4277.985352
	Iteration 40F: 3 clusters Score -760680.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Entering Unmasked Estep 
Score: -1105482.875000 Penalty: 2230.585693
	Iteration 0F: 2 clusters Score -1105483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1099049.750000 Penalty: 4461.171387
	Iteration 0F: 3 clusters Score -1099050 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1100880.625000 Penalty: 4461.171387
	Iteration 1F: 3 clusters Score -1100881 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1101157.125000 Penalty: 4461.171387
	Iteration 2F: 3 clusters Score -1101157 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1101319.625000 Penalty: 4461.171387
	Iteration 3Q: 3 clusters Score -1101320 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1101453.250000 Penalty: 4461.171387
	Iteration 4Q: 3 clusters Score -1101453 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1101575.000000 Penalty: 4461.171387
	Iteration 5Q: 3 clusters Score -1101575 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1101719.750000 Penalty: 4461.171387
	Iteration 6Q: 3 clusters Score -1101720 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1101894.500000 Penalty: 4461.171387
	Iteration 7Q: 3 clusters Score -1101894 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1102084.500000 Penalty: 4461.171387
	Iteration 8Q: 3 clusters Score -1102084 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1102297.000000 Penalty: 4461.171387
	Iteration 9Q: 3 clusters Score -1102297 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1102530.125000 Penalty: 4461.171387
	Iteration 10Q: 3 clusters Score -1102530 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1102764.375000 Penalty: 4461.171387
	Iteration 11Q: 3 clusters Score -1102764 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1103010.375000 Penalty: 4461.171387
	Iteration 12Q: 3 clusters Score -1103010 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1103204.875000 Penalty: 4461.171387
	Iteration 13Q: 3 clusters Score -1103205 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1103363.875000 Penalty: 4461.171387
	Iteration 14Q: 3 clusters Score -1103364 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1103491.375000 Penalty: 4461.171387
	Iteration 15Q: 3 clusters Score -1103491 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1103602.375000 Penalty: 4461.171387
	Iteration 16Q: 3 clusters Score -1103602 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1103705.875000 Penalty: 4461.171387
	Iteration 17Q: 3 clusters Score -1103706 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1103775.875000 Penalty: 4461.171387
	Iteration 18Q: 3 clusters Score -1103776 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1103813.250000 Penalty: 4461.171387
	Iteration 19Q: 3 clusters Score -1103813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1103839.125000 Penalty: 4461.171387
	Iteration 20F: 3 clusters Score -1103839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1103858.625000 Penalty: 4461.171387
	Iteration 21Q: 3 clusters Score -1103859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1103875.500000 Penalty: 4461.171387
	Iteration 22Q: 3 clusters Score -1103876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1103880.750000 Penalty: 4461.171387
	Iteration 23Q: 3 clusters Score -1103881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1103889.625000 Penalty: 4461.171387
	Iteration 24Q: 3 clusters Score -1103890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1103893.000000 Penalty: 4461.171387
	Iteration 25Q: 3 clusters Score -1103893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1103898.500000 Penalty: 4461.171387
	Iteration 26Q: 3 clusters Score -1103898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1103902.625000 Penalty: 4461.171387
	Iteration 27Q: 3 clusters Score -1103903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1103907.375000 Penalty: 4461.171387
	Iteration 28Q: 3 clusters Score -1103907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1103911.000000 Penalty: 4461.171387
	Iteration 29Q: 3 clusters Score -1103911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1103917.750000 Penalty: 4461.171387
	Iteration 30Q: 3 clusters Score -1103918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1103922.500000 Penalty: 4461.171387
	Iteration 31Q: 3 clusters Score -1103922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1103923.750000 Penalty: 4461.171387
	Iteration 32Q: 3 clusters Score -1103924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1103926.625000 Penalty: 4461.171387
	Iteration 33Q: 3 clusters Score -1103927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1103926.625000 Penalty: 4461.171387
	Iteration 34F: 3 clusters Score -1103927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Entering Unmasked Estep 
Score: -6083477.000000 Penalty: 2652.249756
	Iteration 0F: 2 clusters Score -6083477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -6053797.500000 Penalty: 5304.499512
	Iteration 0F: 3 clusters Score -6053798 nChanged 20217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -6064983.500000 Penalty: 5304.499512
	Iteration 1F: 3 clusters Score -6064984 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -6065554.000000 Penalty: 5304.499512
	Iteration 2Q: 3 clusters Score -6065554 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -6066091.500000 Penalty: 5304.499512
	Iteration 3Q: 3 clusters Score -6066092 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -6066661.000000 Penalty: 5304.499512
	Iteration 4Q: 3 clusters Score -6066661 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -6067190.000000 Penalty: 5304.499512
	Iteration 5Q: 3 clusters Score -6067190 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -6067892.500000 Penalty: 5304.499512
	Iteration 6Q: 3 clusters Score -6067892 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -6068763.500000 Penalty: 5304.499512
	Iteration 7Q: 3 clusters Score -6068764 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -6070052.000000 Penalty: 5304.499512
	Iteration 8F: 3 clusters Score -6070052 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -6071640.000000 Penalty: 5304.499512
	Iteration 9F: 3 clusters Score -6071640 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -6073555.500000 Penalty: 5304.499512
	Iteration 10F: 3 clusters Score -6073556 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -6075481.500000 Penalty: 5304.499512
	Iteration 11F: 3 clusters Score -6075482 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -6077343.000000 Penalty: 5304.499512
	Iteration 12F: 3 clusters Score -6077343 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -6078767.500000 Penalty: 5304.499512
	Iteration 13Q: 3 clusters Score -6078768 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -6079825.000000 Penalty: 5304.499512
	Iteration 14Q: 3 clusters Score -6079825 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -6080424.000000 Penalty: 5304.499512
	Iteration 15Q: 3 clusters Score -6080424 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -6080778.500000 Penalty: 5304.499512
	Iteration 16Q: 3 clusters Score -6080778 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -6081005.500000 Penalty: 5304.499512
	Iteration 17Q: 3 clusters Score -6081006 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -6081098.000000 Penalty: 5304.499512
	Iteration 18Q: 3 clusters Score -6081098 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -6081161.500000 Penalty: 5304.499512
	Iteration 19Q: 3 clusters Score -6081162 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -6081194.500000 Penalty: 5304.499512
	Iteration 20F: 3 clusters Score -6081194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -6081207.500000 Penalty: 5304.499512
	Iteration 21Q: 3 clusters Score -6081208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -6081231.000000 Penalty: 5304.499512
	Iteration 22Q: 3 clusters Score -6081231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -6081246.500000 Penalty: 5304.499512
	Iteration 23Q: 3 clusters Score -6081246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -6081260.500000 Penalty: 5304.499512
	Iteration 24Q: 3 clusters Score -6081260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -6081281.000000 Penalty: 5304.499512
	Iteration 25Q: 3 clusters Score -6081281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -6081286.000000 Penalty: 5304.499512
	Iteration 26Q: 3 clusters Score -6081286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -6081289.500000 Penalty: 5304.499512
	Iteration 27Q: 3 clusters Score -6081290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -6081285.000000 Penalty: 5304.499512
	Iteration 28Q: 3 clusters Score -6081285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -6081288.000000 Penalty: 5304.499512
	Iteration 29Q: 3 clusters Score -6081288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -6081293.500000 Penalty: 5304.499512
	Iteration 30Q: 3 clusters Score -6081294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -6081294.500000 Penalty: 5304.499512
	Iteration 31Q: 3 clusters Score -6081294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -6081295.000000 Penalty: 5304.499512
	Iteration 32Q: 3 clusters Score -6081295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -6081294.000000 Penalty: 5304.499512
	Iteration 33Q: 3 clusters Score -6081294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -6081296.000000 Penalty: 5304.499512
	Iteration 34Q: 3 clusters Score -6081296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -6081296.000000 Penalty: 5304.499512
	Iteration 35F: 3 clusters Score -6081296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (141433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141433 members 
Entering Unmasked Estep 
Score: -19575602.000000 Penalty: 2941.176025
	Iteration 0F: 2 clusters Score -1.95756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71093 members 
Mstep: Class 2 contains 70340 members 
Entering Unmasked Estep 
Score: -19482752.000000 Penalty: 5882.352051
	Iteration 0F: 3 clusters Score -1.948275e+07 nChanged 67507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76186 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -19522274.000000 Penalty: 5882.352051
	Iteration 1F: 3 clusters Score -1.952227e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79619 members 
Mstep: Class 2 contains 61814 members 
Entering Unmasked Estep 
Score: -19523910.000000 Penalty: 5882.352051
	Iteration 2Q: 3 clusters Score -1.952391e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84776 members 
Mstep: Class 2 contains 56657 members 
Entering Unmasked Estep 
Score: -19526514.000000 Penalty: 5882.352051
	Iteration 3Q: 3 clusters Score -1.952651e+07 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92354 members 
Mstep: Class 2 contains 49079 members 
Entering Unmasked Estep 
Score: -19531174.000000 Penalty: 5882.352051
	Iteration 4F: 3 clusters Score -1.953117e+07 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102460 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -19539016.000000 Penalty: 5882.352051
	Iteration 5F: 3 clusters Score -1.953902e+07 nChanged 12155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114245 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -19549610.000000 Penalty: 5882.352051
	Iteration 6F: 3 clusters Score -1.954961e+07 nChanged 11234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125353 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -19560090.000000 Penalty: 5882.352051
	Iteration 7F: 3 clusters Score -1.956009e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133093 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -19566928.000000 Penalty: 5882.352051
	Iteration 8F: 3 clusters Score -1.956693e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137281 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -19570588.000000 Penalty: 5882.352051
	Iteration 9Q: 3 clusters Score -1.957059e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139151 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -19572036.000000 Penalty: 5882.352051
	Iteration 10Q: 3 clusters Score -1.957204e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139916 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -19572640.000000 Penalty: 5882.352051
	Iteration 11Q: 3 clusters Score -1.957264e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140256 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -19572930.000000 Penalty: 5882.352051
	Iteration 12Q: 3 clusters Score -1.957293e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140417 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -19573078.000000 Penalty: 5882.352051
	Iteration 13Q: 3 clusters Score -1.957308e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140518 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -19573174.000000 Penalty: 5882.352051
	Iteration 14Q: 3 clusters Score -1.957317e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140574 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -19573192.000000 Penalty: 5882.352051
	Iteration 15Q: 3 clusters Score -1.957319e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140607 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -19573218.000000 Penalty: 5882.352051
	Iteration 16Q: 3 clusters Score -1.957322e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140629 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -19573236.000000 Penalty: 5882.352051
	Iteration 17Q: 3 clusters Score -1.957324e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140652 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -19573260.000000 Penalty: 5882.352051
	Iteration 18Q: 3 clusters Score -1.957326e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140662 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -19573280.000000 Penalty: 5882.352051
	Iteration 19Q: 3 clusters Score -1.957328e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140672 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -19573276.000000 Penalty: 5882.352051
	Iteration 20F: 3 clusters Score -1.957328e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140678 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -19573282.000000 Penalty: 5882.352051
	Iteration 21Q: 3 clusters Score -1.957328e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140686 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -19573296.000000 Penalty: 5882.352051
	Iteration 22Q: 3 clusters Score -1.95733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140693 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -19573300.000000 Penalty: 5882.352051
	Iteration 23Q: 3 clusters Score -1.95733e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140698 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -19573302.000000 Penalty: 5882.352051
	Iteration 24Q: 3 clusters Score -1.95733e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140699 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -19573332.000000 Penalty: 5882.352051
	Iteration 25Q: 3 clusters Score -1.957333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140703 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -19573326.000000 Penalty: 5882.352051
	Iteration 26Q: 3 clusters Score -1.957333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140709 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -19573342.000000 Penalty: 5882.352051
	Iteration 27Q: 3 clusters Score -1.957334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140710 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -19573350.000000 Penalty: 5882.352051
	Iteration 28Q: 3 clusters Score -1.957335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140712 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -19573346.000000 Penalty: 5882.352051
	Iteration 29Q: 3 clusters Score -1.957335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140714 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -19573342.000000 Penalty: 5882.352051
	Iteration 30Q: 3 clusters Score -1.957334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140716 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -19573354.000000 Penalty: 5882.352051
	Iteration 31Q: 3 clusters Score -1.957335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140717 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -19573356.000000 Penalty: 5882.352051
	Iteration 32Q: 3 clusters Score -1.957336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140717 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -19573366.000000 Penalty: 5882.352051
	Iteration 33Q: 3 clusters Score -1.957337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140717 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -19573368.000000 Penalty: 5882.352051
	Iteration 34Q: 3 clusters Score -1.957337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140715 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -19573376.000000 Penalty: 5882.352051
	Iteration 35Q: 3 clusters Score -1.957338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140714 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -19573364.000000 Penalty: 5882.352051
	Iteration 36Q: 3 clusters Score -1.957336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140715 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -19573354.000000 Penalty: 5882.352051
	Iteration 37Q: 3 clusters Score -1.957335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140715 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -19573354.000000 Penalty: 5882.352051
	Iteration 38F: 3 clusters Score -1.957335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -76852.750000 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -76852.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -75242.929688 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -75242.93 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -75494.242188 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -75494.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -75615.625000 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -75615.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -75667.601562 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -75667.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -75708.085938 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -75708.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -75759.187500 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -75759.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -75805.421875 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -75805.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -75853.851562 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -75853.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -75911.617188 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -75911.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -75989.109375 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -75989.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -76118.726562 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -76118.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -76544.421875 Penalty: 3193.917725
	Iteration 11F: 3 clusters Score -76544.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -77249.851562 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -77249.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -77373.851562 Penalty: 3193.917725
	Iteration 13Q: 3 clusters Score -77373.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -77415.195312 Penalty: 3193.917725
	Iteration 14Q: 3 clusters Score -77415.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -77433.023438 Penalty: 3193.917725
	Iteration 15Q: 3 clusters Score -77433.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -77435.375000 Penalty: 3193.917725
	Iteration 16Q: 3 clusters Score -77435.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -77443.460938 Penalty: 3193.917725
	Iteration 17Q: 3 clusters Score -77443.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -77443.460938 Penalty: 3193.917725
	Iteration 18F: 3 clusters Score -77443.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 165073 members 
Mstep: Class 4 contains 7612 members 
Mstep: Class 5 contains 133291 members 
Mstep: Class 6 contains 17312 members 
Mstep: Class 7 contains 49077 members 
Mstep: Class 8 contains 18538 members 
Mstep: Class 9 contains 140035 members 
Mstep: Class 10 contains 8505 members 
Mstep: Class 11 contains 20994 members 
Mstep: Class 12 contains 51513 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 26733 members 
Mstep: Class 15 contains 28482 members 
Mstep: Class 16 contains 8857 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 8057 members 
Mstep: Class 19 contains 44115 members 
Mstep: Class 20 contains 141433 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 34250 members 
Mstep: Class 23 contains 5853 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 31509 members 
Mstep: Class 26 contains 6470 members 
Mstep: Class 27 contains 154 members 
Mstep: Class 28 contains 15279 members 
Mstep: Class 29 contains 67102 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 5239 members 
Mstep: Class 32 contains 1236 members 
Entering Unmasked Estep 
Score: -142939648.000000 Penalty: 110053.570312
Splitting cluster 21 changes total score from -142940704.000000 to -142939648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (34250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Entering Unmasked Estep 
Score: -4811118.000000 Penalty: 2589.477539
	Iteration 0F: 2 clusters Score -4811118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -4787840.000000 Penalty: 5178.955078
	Iteration 0F: 3 clusters Score -4787840 nChanged 15472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -4796639.500000 Penalty: 5178.955078
	Iteration 1F: 3 clusters Score -4796640 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -4797584.500000 Penalty: 5178.955078
	Iteration 2F: 3 clusters Score -4797584 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -4798654.500000 Penalty: 5178.955078
	Iteration 3F: 3 clusters Score -4798654 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -4800031.500000 Penalty: 5178.955078
	Iteration 4F: 3 clusters Score -4800032 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -4801805.000000 Penalty: 5178.955078
	Iteration 5F: 3 clusters Score -4801805 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -4803835.500000 Penalty: 5178.955078
	Iteration 6F: 3 clusters Score -4803836 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -4805971.000000 Penalty: 5178.955078
	Iteration 7F: 3 clusters Score -4805971 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -4807465.000000 Penalty: 5178.955078
	Iteration 8F: 3 clusters Score -4807465 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -4808297.000000 Penalty: 5178.955078
	Iteration 9Q: 3 clusters Score -4808297 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -4808735.500000 Penalty: 5178.955078
	Iteration 10Q: 3 clusters Score -4808736 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -4808991.000000 Penalty: 5178.955078
	Iteration 11Q: 3 clusters Score -4808991 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -4809196.500000 Penalty: 5178.955078
	Iteration 12Q: 3 clusters Score -4809196 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -4809366.500000 Penalty: 5178.955078
	Iteration 13Q: 3 clusters Score -4809366 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -4809479.000000 Penalty: 5178.955078
	Iteration 14Q: 3 clusters Score -4809479 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -4809580.000000 Penalty: 5178.955078
	Iteration 15Q: 3 clusters Score -4809580 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -4809623.000000 Penalty: 5178.955078
	Iteration 16Q: 3 clusters Score -4809623 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -4809727.500000 Penalty: 5178.955078
	Iteration 17Q: 3 clusters Score -4809728 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -4809797.500000 Penalty: 5178.955078
	Iteration 18Q: 3 clusters Score -4809798 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -4809854.500000 Penalty: 5178.955078
	Iteration 19Q: 3 clusters Score -4809854 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -4809921.500000 Penalty: 5178.955078
	Iteration 20F: 3 clusters Score -4809922 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -4809976.500000 Penalty: 5178.955078
	Iteration 21Q: 3 clusters Score -4809976 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -4810024.000000 Penalty: 5178.955078
	Iteration 22Q: 3 clusters Score -4810024 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -4810074.500000 Penalty: 5178.955078
	Iteration 23Q: 3 clusters Score -4810074 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -4810128.500000 Penalty: 5178.955078
	Iteration 24Q: 3 clusters Score -4810128 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -4810175.000000 Penalty: 5178.955078
	Iteration 25Q: 3 clusters Score -4810175 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -4810236.500000 Penalty: 5178.955078
	Iteration 26Q: 3 clusters Score -4810236 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -4810263.000000 Penalty: 5178.955078
	Iteration 27Q: 3 clusters Score -4810263 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -4810292.500000 Penalty: 5178.955078
	Iteration 28Q: 3 clusters Score -4810292 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -4810320.000000 Penalty: 5178.955078
	Iteration 29Q: 3 clusters Score -4810320 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -4810349.000000 Penalty: 5178.955078
	Iteration 30Q: 3 clusters Score -4810349 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -4810358.000000 Penalty: 5178.955078
	Iteration 31Q: 3 clusters Score -4810358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -4810377.000000 Penalty: 5178.955078
	Iteration 32Q: 3 clusters Score -4810377 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -4810399.500000 Penalty: 5178.955078
	Iteration 33Q: 3 clusters Score -4810400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -4810407.000000 Penalty: 5178.955078
	Iteration 34Q: 3 clusters Score -4810407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -4810416.000000 Penalty: 5178.955078
	Iteration 35Q: 3 clusters Score -4810416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -4810414.500000 Penalty: 5178.955078
	Iteration 36Q: 3 clusters Score -4810414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -4810432.500000 Penalty: 5178.955078
	Iteration 37Q: 3 clusters Score -4810432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -4810427.000000 Penalty: 5178.955078
	Iteration 38Q: 3 clusters Score -4810427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -4810431.500000 Penalty: 5178.955078
	Iteration 39Q: 3 clusters Score -4810432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -4810438.500000 Penalty: 5178.955078
	Iteration 40F: 3 clusters Score -4810438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -4810441.000000 Penalty: 5178.955078
	Iteration 41Q: 3 clusters Score -4810441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -4810444.500000 Penalty: 5178.955078
	Iteration 42Q: 3 clusters Score -4810444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -4810452.500000 Penalty: 5178.955078
	Iteration 43Q: 3 clusters Score -4810452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -4810453.000000 Penalty: 5178.955078
	Iteration 44Q: 3 clusters Score -4810453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -4810457.500000 Penalty: 5178.955078
	Iteration 45Q: 3 clusters Score -4810458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -4810453.500000 Penalty: 5178.955078
	Iteration 46Q: 3 clusters Score -4810454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -4810455.000000 Penalty: 5178.955078
	Iteration 47Q: 3 clusters Score -4810455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -4810454.000000 Penalty: 5178.955078
	Iteration 48Q: 3 clusters Score -4810454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -4810455.500000 Penalty: 5178.955078
	Iteration 49Q: 3 clusters Score -4810456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -4810458.500000 Penalty: 5178.955078
	Iteration 50Q: 3 clusters Score -4810458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -4810459.500000 Penalty: 5178.955078
	Iteration 51Q: 3 clusters Score -4810460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -4810459.500000 Penalty: 5178.955078
	Iteration 52F: 3 clusters Score -4810460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Entering Unmasked Estep 
Score: -732512.562500 Penalty: 2151.327881
	Iteration 0F: 2 clusters Score -732512.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -727458.375000 Penalty: 4302.655762
	Iteration 0F: 3 clusters Score -727458.4 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -728849.062500 Penalty: 4302.655762
	Iteration 1F: 3 clusters Score -728849.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -729217.250000 Penalty: 4302.655762
	Iteration 2F: 3 clusters Score -729217.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -729518.625000 Penalty: 4302.655762
	Iteration 3F: 3 clusters Score -729518.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -729793.062500 Penalty: 4302.655762
	Iteration 4F: 3 clusters Score -729793.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -730109.937500 Penalty: 4302.655762
	Iteration 5F: 3 clusters Score -730109.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -730481.687500 Penalty: 4302.655762
	Iteration 6F: 3 clusters Score -730481.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -730862.375000 Penalty: 4302.655762
	Iteration 7F: 3 clusters Score -730862.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -731187.062500 Penalty: 4302.655762
	Iteration 8F: 3 clusters Score -731187.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -731477.625000 Penalty: 4302.655762
	Iteration 9Q: 3 clusters Score -731477.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -731653.437500 Penalty: 4302.655762
	Iteration 10Q: 3 clusters Score -731653.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -731752.562500 Penalty: 4302.655762
	Iteration 11Q: 3 clusters Score -731752.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -731821.437500 Penalty: 4302.655762
	Iteration 12Q: 3 clusters Score -731821.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -731872.062500 Penalty: 4302.655762
	Iteration 13Q: 3 clusters Score -731872.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -731913.625000 Penalty: 4302.655762
	Iteration 14Q: 3 clusters Score -731913.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -731935.125000 Penalty: 4302.655762
	Iteration 15Q: 3 clusters Score -731935.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -731950.187500 Penalty: 4302.655762
	Iteration 16Q: 3 clusters Score -731950.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -731959.000000 Penalty: 4302.655762
	Iteration 17Q: 3 clusters Score -731959 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -731971.250000 Penalty: 4302.655762
	Iteration 18Q: 3 clusters Score -731971.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -731981.375000 Penalty: 4302.655762
	Iteration 19Q: 3 clusters Score -731981.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -731987.500000 Penalty: 4302.655762
	Iteration 20F: 3 clusters Score -731987.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -731998.187500 Penalty: 4302.655762
	Iteration 21Q: 3 clusters Score -731998.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -732009.937500 Penalty: 4302.655762
	Iteration 22Q: 3 clusters Score -732009.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -732012.375000 Penalty: 4302.655762
	Iteration 23Q: 3 clusters Score -732012.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -732016.125000 Penalty: 4302.655762
	Iteration 24Q: 3 clusters Score -732016.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -732019.625000 Penalty: 4302.655762
	Iteration 25Q: 3 clusters Score -732019.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -732024.562500 Penalty: 4302.655762
	Iteration 26Q: 3 clusters Score -732024.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -732025.937500 Penalty: 4302.655762
	Iteration 27Q: 3 clusters Score -732025.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -732029.625000 Penalty: 4302.655762
	Iteration 28Q: 3 clusters Score -732029.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -732030.687500 Penalty: 4302.655762
	Iteration 29Q: 3 clusters Score -732030.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -732030.937500 Penalty: 4302.655762
	Iteration 30Q: 3 clusters Score -732030.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -732034.437500 Penalty: 4302.655762
	Iteration 31Q: 3 clusters Score -732034.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -732034.125000 Penalty: 4302.655762
	Iteration 32Q: 3 clusters Score -732034.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -732036.375000 Penalty: 4302.655762
	Iteration 33Q: 3 clusters Score -732036.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -732039.125000 Penalty: 4302.655762
	Iteration 34Q: 3 clusters Score -732039.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -732039.375000 Penalty: 4302.655762
	Iteration 35Q: 3 clusters Score -732039.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -732041.687500 Penalty: 4302.655762
	Iteration 36Q: 3 clusters Score -732041.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -732045.812500 Penalty: 4302.655762
	Iteration 37Q: 3 clusters Score -732045.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -732046.812500 Penalty: 4302.655762
	Iteration 38Q: 3 clusters Score -732046.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -732050.875000 Penalty: 4302.655762
	Iteration 39Q: 3 clusters Score -732050.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -732050.437500 Penalty: 4302.655762
	Iteration 40F: 3 clusters Score -732050.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -732051.187500 Penalty: 4302.655762
	Iteration 41Q: 3 clusters Score -732051.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -732054.312500 Penalty: 4302.655762
	Iteration 42Q: 3 clusters Score -732054.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -732056.187500 Penalty: 4302.655762
	Iteration 43Q: 3 clusters Score -732056.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -732056.187500 Penalty: 4302.655762
	Iteration 44F: 3 clusters Score -732056.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -67905.281250 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -67905.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -66358.054688 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -66358.05 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66506.054688 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -66506.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66557.242188 Penalty: 3096.142822
	Iteration 2Q: 3 clusters Score -66557.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66579.867188 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -66579.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66599.195312 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -66599.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66603.406250 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -66603.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -66607.234375 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -66607.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -66607.234375 Penalty: 3096.142822
	Iteration 7F: 3 clusters Score -66607.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (31509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Entering Unmasked Estep 
Score: -4340136.000000 Penalty: 2568.791016
	Iteration 0F: 2 clusters Score -4340136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -4318668.000000 Penalty: 5137.582031
	Iteration 0F: 3 clusters Score -4318668 nChanged 14197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -4327081.000000 Penalty: 5137.582031
	Iteration 1F: 3 clusters Score -4327081 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -4328448.500000 Penalty: 5137.582031
	Iteration 2F: 3 clusters Score -4328448 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -4330161.000000 Penalty: 5137.582031
	Iteration 3F: 3 clusters Score -4330161 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -4332149.500000 Penalty: 5137.582031
	Iteration 4F: 3 clusters Score -4332150 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -4334132.000000 Penalty: 5137.582031
	Iteration 5F: 3 clusters Score -4334132 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -4336011.000000 Penalty: 5137.582031
	Iteration 6F: 3 clusters Score -4336011 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -4337567.500000 Penalty: 5137.582031
	Iteration 7F: 3 clusters Score -4337568 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -4338821.000000 Penalty: 5137.582031
	Iteration 8Q: 3 clusters Score -4338821 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -4339556.500000 Penalty: 5137.582031
	Iteration 9Q: 3 clusters Score -4339556 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -4339983.500000 Penalty: 5137.582031
	Iteration 10Q: 3 clusters Score -4339984 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -4340251.000000 Penalty: 5137.582031
	Iteration 11Q: 3 clusters Score -4340251 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -4340419.500000 Penalty: 5137.582031
	Iteration 12Q: 3 clusters Score -4340420 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -4340524.500000 Penalty: 5137.582031
	Iteration 13Q: 3 clusters Score -4340524 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -4340586.500000 Penalty: 5137.582031
	Iteration 14Q: 3 clusters Score -4340586 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -4340621.000000 Penalty: 5137.582031
	Iteration 15Q: 3 clusters Score -4340621 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -4340632.000000 Penalty: 5137.582031
	Iteration 16Q: 3 clusters Score -4340632 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -4340636.500000 Penalty: 5137.582031
	Iteration 17Q: 3 clusters Score -4340636 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -4340649.500000 Penalty: 5137.582031
	Iteration 18Q: 3 clusters Score -4340650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -4340656.000000 Penalty: 5137.582031
	Iteration 19Q: 3 clusters Score -4340656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4340651.500000 Penalty: 5137.582031
	Iteration 20F: 3 clusters Score -4340652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -4340655.000000 Penalty: 5137.582031
	Iteration 21Q: 3 clusters Score -4340655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -4340661.000000 Penalty: 5137.582031
	Iteration 22Q: 3 clusters Score -4340661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -4340657.000000 Penalty: 5137.582031
	Iteration 23Q: 3 clusters Score -4340657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -4340659.000000 Penalty: 5137.582031
	Iteration 24Q: 3 clusters Score -4340659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -4340666.000000 Penalty: 5137.582031
	Iteration 25Q: 3 clusters Score -4340666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -4340662.000000 Penalty: 5137.582031
	Iteration 26Q: 3 clusters Score -4340662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -4340661.000000 Penalty: 5137.582031
	Iteration 27Q: 3 clusters Score -4340661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -4340663.500000 Penalty: 5137.582031
	Iteration 28Q: 3 clusters Score -4340664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -4340667.500000 Penalty: 5137.582031
	Iteration 29Q: 3 clusters Score -4340668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -4340662.000000 Penalty: 5137.582031
	Iteration 30Q: 3 clusters Score -4340662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -4340662.000000 Penalty: 5137.582031
	Iteration 31F: 3 clusters Score -4340662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 165073 members 
Mstep: Class 4 contains 7612 members 
Mstep: Class 5 contains 133291 members 
Mstep: Class 6 contains 17312 members 
Mstep: Class 7 contains 49077 members 
Mstep: Class 8 contains 18538 members 
Mstep: Class 9 contains 140035 members 
Mstep: Class 10 contains 8505 members 
Mstep: Class 11 contains 20994 members 
Mstep: Class 12 contains 51513 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 26733 members 
Mstep: Class 15 contains 28482 members 
Mstep: Class 16 contains 8857 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 8057 members 
Mstep: Class 19 contains 44115 members 
Mstep: Class 20 contains 141433 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34250 members 
Mstep: Class 23 contains 5853 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 27751 members 
Mstep: Class 26 contains 6470 members 
Mstep: Class 27 contains 3758 members 
Mstep: Class 28 contains 15279 members 
Mstep: Class 29 contains 67102 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 5239 members 
Mstep: Class 32 contains 1236 members 
Entering Unmasked Estep 
Score: -142940832.000000 Penalty: 110053.570312
Splitting cluster 25 changes total score from -142940704.000000 to -142940832.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 26 (6470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Entering Unmasked Estep 
Score: -890210.437500 Penalty: 2176.182861
	Iteration 0F: 2 clusters Score -890210.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -884779.250000 Penalty: 4352.365723
	Iteration 0F: 3 clusters Score -884779.2 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -886114.562500 Penalty: 4352.365723
	Iteration 1F: 3 clusters Score -886114.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -886364.250000 Penalty: 4352.365723
	Iteration 2F: 3 clusters Score -886364.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -886547.750000 Penalty: 4352.365723
	Iteration 3F: 3 clusters Score -886547.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -886730.250000 Penalty: 4352.365723
	Iteration 4Q: 3 clusters Score -886730.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -886901.000000 Penalty: 4352.365723
	Iteration 5Q: 3 clusters Score -886901 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -887088.812500 Penalty: 4352.365723
	Iteration 6Q: 3 clusters Score -887088.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -887281.875000 Penalty: 4352.365723
	Iteration 7Q: 3 clusters Score -887281.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -887443.187500 Penalty: 4352.365723
	Iteration 8Q: 3 clusters Score -887443.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -887570.312500 Penalty: 4352.365723
	Iteration 9Q: 3 clusters Score -887570.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -887694.562500 Penalty: 4352.365723
	Iteration 10Q: 3 clusters Score -887694.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -887810.875000 Penalty: 4352.365723
	Iteration 11Q: 3 clusters Score -887810.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -887916.187500 Penalty: 4352.365723
	Iteration 12Q: 3 clusters Score -887916.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -888002.687500 Penalty: 4352.365723
	Iteration 13Q: 3 clusters Score -888002.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -888079.187500 Penalty: 4352.365723
	Iteration 14Q: 3 clusters Score -888079.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -888131.250000 Penalty: 4352.365723
	Iteration 15Q: 3 clusters Score -888131.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -888173.062500 Penalty: 4352.365723
	Iteration 16Q: 3 clusters Score -888173.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -888198.437500 Penalty: 4352.365723
	Iteration 17Q: 3 clusters Score -888198.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -888218.500000 Penalty: 4352.365723
	Iteration 18Q: 3 clusters Score -888218.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -888235.250000 Penalty: 4352.365723
	Iteration 19Q: 3 clusters Score -888235.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -888249.750000 Penalty: 4352.365723
	Iteration 20F: 3 clusters Score -888249.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -888260.312500 Penalty: 4352.365723
	Iteration 21Q: 3 clusters Score -888260.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -888272.000000 Penalty: 4352.365723
	Iteration 22Q: 3 clusters Score -888272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -888282.437500 Penalty: 4352.365723
	Iteration 23Q: 3 clusters Score -888282.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -888286.187500 Penalty: 4352.365723
	Iteration 24Q: 3 clusters Score -888286.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -888292.625000 Penalty: 4352.365723
	Iteration 25Q: 3 clusters Score -888292.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -888295.125000 Penalty: 4352.365723
	Iteration 26Q: 3 clusters Score -888295.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -888297.812500 Penalty: 4352.365723
	Iteration 27Q: 3 clusters Score -888297.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -888299.500000 Penalty: 4352.365723
	Iteration 28Q: 3 clusters Score -888299.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -888301.125000 Penalty: 4352.365723
	Iteration 29Q: 3 clusters Score -888301.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -888303.437500 Penalty: 4352.365723
	Iteration 30Q: 3 clusters Score -888303.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -888306.000000 Penalty: 4352.365723
	Iteration 31Q: 3 clusters Score -888306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -888307.875000 Penalty: 4352.365723
	Iteration 32Q: 3 clusters Score -888307.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -888308.250000 Penalty: 4352.365723
	Iteration 33Q: 3 clusters Score -888308.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -888311.062500 Penalty: 4352.365723
	Iteration 34Q: 3 clusters Score -888311.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -888315.937500 Penalty: 4352.365723
	Iteration 35Q: 3 clusters Score -888315.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -888320.937500 Penalty: 4352.365723
	Iteration 36Q: 3 clusters Score -888320.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -888322.812500 Penalty: 4352.365723
	Iteration 37Q: 3 clusters Score -888322.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -888324.187500 Penalty: 4352.365723
	Iteration 38Q: 3 clusters Score -888324.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -888326.687500 Penalty: 4352.365723
	Iteration 39Q: 3 clusters Score -888326.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -888331.250000 Penalty: 4352.365723
	Iteration 40F: 3 clusters Score -888331.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -888334.375000 Penalty: 4352.365723
	Iteration 41Q: 3 clusters Score -888334.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -888336.687500 Penalty: 4352.365723
	Iteration 42Q: 3 clusters Score -888336.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -888339.312500 Penalty: 4352.365723
	Iteration 43Q: 3 clusters Score -888339.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -888340.500000 Penalty: 4352.365723
	Iteration 44Q: 3 clusters Score -888340.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -888340.500000 Penalty: 4352.365723
	Iteration 45F: 3 clusters Score -888340.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Entering Unmasked Estep 
Score: -2080589.375000 Penalty: 2389.290039
	Iteration 0F: 2 clusters Score -2080589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2069605.250000 Penalty: 4778.580078
	Iteration 0F: 3 clusters Score -2069605 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2073109.125000 Penalty: 4778.580078
	Iteration 1F: 3 clusters Score -2073109 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2073492.125000 Penalty: 4778.580078
	Iteration 2F: 3 clusters Score -2073492 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2073793.500000 Penalty: 4778.580078
	Iteration 3F: 3 clusters Score -2073794 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2074027.000000 Penalty: 4778.580078
	Iteration 4Q: 3 clusters Score -2074027 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2074258.250000 Penalty: 4778.580078
	Iteration 5Q: 3 clusters Score -2074258 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2074485.875000 Penalty: 4778.580078
	Iteration 6Q: 3 clusters Score -2074486 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2074777.250000 Penalty: 4778.580078
	Iteration 7Q: 3 clusters Score -2074777 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2075081.250000 Penalty: 4778.580078
	Iteration 8Q: 3 clusters Score -2075081 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2075412.250000 Penalty: 4778.580078
	Iteration 9Q: 3 clusters Score -2075412 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2075740.750000 Penalty: 4778.580078
	Iteration 10Q: 3 clusters Score -2075741 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2076045.500000 Penalty: 4778.580078
	Iteration 11Q: 3 clusters Score -2076046 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2076370.750000 Penalty: 4778.580078
	Iteration 12Q: 3 clusters Score -2076371 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2076687.125000 Penalty: 4778.580078
	Iteration 13Q: 3 clusters Score -2076687 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2076985.875000 Penalty: 4778.580078
	Iteration 14Q: 3 clusters Score -2076986 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2077243.625000 Penalty: 4778.580078
	Iteration 15Q: 3 clusters Score -2077244 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2077535.875000 Penalty: 4778.580078
	Iteration 16Q: 3 clusters Score -2077536 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2077820.625000 Penalty: 4778.580078
	Iteration 17Q: 3 clusters Score -2077821 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2078075.750000 Penalty: 4778.580078
	Iteration 18Q: 3 clusters Score -2078076 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2078347.375000 Penalty: 4778.580078
	Iteration 19Q: 3 clusters Score -2078347 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2078539.625000 Penalty: 4778.580078
	Iteration 20F: 3 clusters Score -2078540 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2078679.875000 Penalty: 4778.580078
	Iteration 21Q: 3 clusters Score -2078680 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2078767.250000 Penalty: 4778.580078
	Iteration 22Q: 3 clusters Score -2078767 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2078830.750000 Penalty: 4778.580078
	Iteration 23Q: 3 clusters Score -2078831 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2078879.250000 Penalty: 4778.580078
	Iteration 24Q: 3 clusters Score -2078879 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2078917.750000 Penalty: 4778.580078
	Iteration 25Q: 3 clusters Score -2078918 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2078935.000000 Penalty: 4778.580078
	Iteration 26Q: 3 clusters Score -2078935 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2078949.250000 Penalty: 4778.580078
	Iteration 27Q: 3 clusters Score -2078949 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2078967.000000 Penalty: 4778.580078
	Iteration 28Q: 3 clusters Score -2078967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2078980.500000 Penalty: 4778.580078
	Iteration 29Q: 3 clusters Score -2078980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2078985.375000 Penalty: 4778.580078
	Iteration 30Q: 3 clusters Score -2078985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2079000.125000 Penalty: 4778.580078
	Iteration 31Q: 3 clusters Score -2079000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2079009.750000 Penalty: 4778.580078
	Iteration 32Q: 3 clusters Score -2079010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2079015.375000 Penalty: 4778.580078
	Iteration 33Q: 3 clusters Score -2079015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2079015.875000 Penalty: 4778.580078
	Iteration 34Q: 3 clusters Score -2079016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2079016.625000 Penalty: 4778.580078
	Iteration 35Q: 3 clusters Score -2079017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2079015.125000 Penalty: 4778.580078
	Iteration 36Q: 3 clusters Score -2079015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2079015.000000 Penalty: 4778.580078
	Iteration 37Q: 3 clusters Score -2079015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2079019.625000 Penalty: 4778.580078
	Iteration 38Q: 3 clusters Score -2079020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2079019.500000 Penalty: 4778.580078
	Iteration 39Q: 3 clusters Score -2079020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2079018.625000 Penalty: 4778.580078
	Iteration 40F: 3 clusters Score -2079019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2079023.375000 Penalty: 4778.580078
	Iteration 41Q: 3 clusters Score -2079023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2079026.125000 Penalty: 4778.580078
	Iteration 42Q: 3 clusters Score -2079026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2079026.875000 Penalty: 4778.580078
	Iteration 43Q: 3 clusters Score -2079027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2079026.375000 Penalty: 4778.580078
	Iteration 44Q: 3 clusters Score -2079026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2079028.500000 Penalty: 4778.580078
	Iteration 45Q: 3 clusters Score -2079028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2079027.000000 Penalty: 4778.580078
	Iteration 46Q: 3 clusters Score -2079027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2079028.500000 Penalty: 4778.580078
	Iteration 47Q: 3 clusters Score -2079028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2079029.250000 Penalty: 4778.580078
	Iteration 48Q: 3 clusters Score -2079029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2079029.250000 Penalty: 4778.580078
	Iteration 49F: 3 clusters Score -2079029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (67102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67102 members 
Entering Unmasked Estep 
Score: -9389450.000000 Penalty: 2756.264160
	Iteration 0F: 2 clusters Score -9389450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -9344513.000000 Penalty: 5512.528320
	Iteration 0F: 3 clusters Score -9344513 nChanged 31387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -9362226.000000 Penalty: 5512.528320
	Iteration 1F: 3 clusters Score -9362226 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -9362958.000000 Penalty: 5512.528320
	Iteration 2Q: 3 clusters Score -9362958 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -9363919.000000 Penalty: 5512.528320
	Iteration 3Q: 3 clusters Score -9363919 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -9365217.000000 Penalty: 5512.528320
	Iteration 4Q: 3 clusters Score -9365217 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -9367052.000000 Penalty: 5512.528320
	Iteration 5F: 3 clusters Score -9367052 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -9369665.000000 Penalty: 5512.528320
	Iteration 6F: 3 clusters Score -9369665 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 49767 members 
Entering Unmasked Estep 
Score: -9372945.000000 Penalty: 5512.528320
	Iteration 7F: 3 clusters Score -9372945 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -9376694.000000 Penalty: 5512.528320
	Iteration 8F: 3 clusters Score -9376694 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 57883 members 
Entering Unmasked Estep 
Score: -9380110.000000 Penalty: 5512.528320
	Iteration 9F: 3 clusters Score -9380110 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 60699 members 
Entering Unmasked Estep 
Score: -9382708.000000 Penalty: 5512.528320
	Iteration 10Q: 3 clusters Score -9382708 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 62590 members 
Entering Unmasked Estep 
Score: -9384341.000000 Penalty: 5512.528320
	Iteration 11Q: 3 clusters Score -9384341 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 63757 members 
Entering Unmasked Estep 
Score: -9385340.000000 Penalty: 5512.528320
	Iteration 12Q: 3 clusters Score -9385340 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 64493 members 
Entering Unmasked Estep 
Score: -9386027.000000 Penalty: 5512.528320
	Iteration 13Q: 3 clusters Score -9386027 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 64963 members 
Entering Unmasked Estep 
Score: -9386349.000000 Penalty: 5512.528320
	Iteration 14Q: 3 clusters Score -9386349 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 65273 members 
Entering Unmasked Estep 
Score: -9386560.000000 Penalty: 5512.528320
	Iteration 15Q: 3 clusters Score -9386560 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 65509 members 
Entering Unmasked Estep 
Score: -9386695.000000 Penalty: 5512.528320
	Iteration 16Q: 3 clusters Score -9386695 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 65691 members 
Entering Unmasked Estep 
Score: -9386834.000000 Penalty: 5512.528320
	Iteration 17Q: 3 clusters Score -9386834 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 65815 members 
Entering Unmasked Estep 
Score: -9386890.000000 Penalty: 5512.528320
	Iteration 18Q: 3 clusters Score -9386890 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 65893 members 
Entering Unmasked Estep 
Score: -9386941.000000 Penalty: 5512.528320
	Iteration 19Q: 3 clusters Score -9386941 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 65937 members 
Entering Unmasked Estep 
Score: -9386976.000000 Penalty: 5512.528320
	Iteration 20F: 3 clusters Score -9386976 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 65991 members 
Entering Unmasked Estep 
Score: -9386992.000000 Penalty: 5512.528320
	Iteration 21Q: 3 clusters Score -9386992 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
Score: -9387029.000000 Penalty: 5512.528320
	Iteration 22Q: 3 clusters Score -9387029 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 66060 members 
Entering Unmasked Estep 
Score: -9387044.000000 Penalty: 5512.528320
	Iteration 23Q: 3 clusters Score -9387044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 66086 members 
Entering Unmasked Estep 
Score: -9387053.000000 Penalty: 5512.528320
	Iteration 24Q: 3 clusters Score -9387053 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 66105 members 
Entering Unmasked Estep 
Score: -9387070.000000 Penalty: 5512.528320
	Iteration 25Q: 3 clusters Score -9387070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 66125 members 
Entering Unmasked Estep 
Score: -9387083.000000 Penalty: 5512.528320
	Iteration 26Q: 3 clusters Score -9387083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 66148 members 
Entering Unmasked Estep 
Score: -9387112.000000 Penalty: 5512.528320
	Iteration 27Q: 3 clusters Score -9387112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 66172 members 
Entering Unmasked Estep 
Score: -9387123.000000 Penalty: 5512.528320
	Iteration 28Q: 3 clusters Score -9387123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 66188 members 
Entering Unmasked Estep 
Score: -9387126.000000 Penalty: 5512.528320
	Iteration 29Q: 3 clusters Score -9387126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 66207 members 
Entering Unmasked Estep 
Score: -9387133.000000 Penalty: 5512.528320
	Iteration 30Q: 3 clusters Score -9387133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 66217 members 
Entering Unmasked Estep 
Score: -9387129.000000 Penalty: 5512.528320
	Iteration 31Q: 3 clusters Score -9387129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 66223 members 
Entering Unmasked Estep 
Score: -9387134.000000 Penalty: 5512.528320
	Iteration 32Q: 3 clusters Score -9387134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 66234 members 
Entering Unmasked Estep 
Score: -9387135.000000 Penalty: 5512.528320
	Iteration 33Q: 3 clusters Score -9387135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 66246 members 
Entering Unmasked Estep 
Score: -9387147.000000 Penalty: 5512.528320
	Iteration 34Q: 3 clusters Score -9387147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 66256 members 
Entering Unmasked Estep 
Score: -9387145.000000 Penalty: 5512.528320
	Iteration 35Q: 3 clusters Score -9387145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 66271 members 
Entering Unmasked Estep 
Score: -9387149.000000 Penalty: 5512.528320
	Iteration 36Q: 3 clusters Score -9387149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 66283 members 
Entering Unmasked Estep 
Score: -9387161.000000 Penalty: 5512.528320
	Iteration 37Q: 3 clusters Score -9387161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 66286 members 
Entering Unmasked Estep 
Score: -9387156.000000 Penalty: 5512.528320
	Iteration 38Q: 3 clusters Score -9387156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 66288 members 
Entering Unmasked Estep 
Score: -9387160.000000 Penalty: 5512.528320
	Iteration 39Q: 3 clusters Score -9387160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 66289 members 
Entering Unmasked Estep 
Score: -9387162.000000 Penalty: 5512.528320
	Iteration 40F: 3 clusters Score -9387162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 66290 members 
Entering Unmasked Estep 
Score: -9387166.000000 Penalty: 5512.528320
	Iteration 41Q: 3 clusters Score -9387166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 66290 members 
Entering Unmasked Estep 
Score: -9387166.000000 Penalty: 5512.528320
	Iteration 42F: 3 clusters Score -9387166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -118450.820312 Penalty: 1679.155884
	Iteration 0F: 2 clusters Score -118450.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -116584.531250 Penalty: 3358.311768
	Iteration 0F: 3 clusters Score -116584.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -116859.554688 Penalty: 3358.311768
	Iteration 1F: 3 clusters Score -116859.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -116917.679688 Penalty: 3358.311768
	Iteration 2F: 3 clusters Score -116917.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -116954.968750 Penalty: 3358.311768
	Iteration 3Q: 3 clusters Score -116955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -116992.414062 Penalty: 3358.311768
	Iteration 4Q: 3 clusters Score -116992.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -117019.312500 Penalty: 3358.311768
	Iteration 5Q: 3 clusters Score -117019.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -117042.484375 Penalty: 3358.311768
	Iteration 6Q: 3 clusters Score -117042.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -117078.117188 Penalty: 3358.311768
	Iteration 7Q: 3 clusters Score -117078.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -117140.320312 Penalty: 3358.311768
	Iteration 8Q: 3 clusters Score -117140.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -117228.921875 Penalty: 3358.311768
	Iteration 9Q: 3 clusters Score -117228.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -117350.453125 Penalty: 3358.311768
	Iteration 10Q: 3 clusters Score -117350.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -117397.617188 Penalty: 3358.311768
	Iteration 11Q: 3 clusters Score -117397.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -117424.117188 Penalty: 3358.311768
	Iteration 12Q: 3 clusters Score -117424.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -117445.359375 Penalty: 3358.311768
	Iteration 13Q: 3 clusters Score -117445.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -117457.359375 Penalty: 3358.311768
	Iteration 14Q: 3 clusters Score -117457.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -117466.539062 Penalty: 3358.311768
	Iteration 15Q: 3 clusters Score -117466.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -117468.437500 Penalty: 3358.311768
	Iteration 16Q: 3 clusters Score -117468.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -117469.273438 Penalty: 3358.311768
	Iteration 17Q: 3 clusters Score -117469.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -117469.273438 Penalty: 3358.311768
	Iteration 18F: 3 clusters Score -117469.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Entering Unmasked Estep 
Score: -716060.750000 Penalty: 2123.843750
	Iteration 0F: 2 clusters Score -716060.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -711404.000000 Penalty: 4247.687500
	Iteration 0F: 3 clusters Score -711404 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -712528.375000 Penalty: 4247.687500
	Iteration 1F: 3 clusters Score -712528.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -712818.937500 Penalty: 4247.687500
	Iteration 2F: 3 clusters Score -712818.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -713051.687500 Penalty: 4247.687500
	Iteration 3F: 3 clusters Score -713051.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -713212.250000 Penalty: 4247.687500
	Iteration 4Q: 3 clusters Score -713212.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -713340.375000 Penalty: 4247.687500
	Iteration 5Q: 3 clusters Score -713340.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -713430.000000 Penalty: 4247.687500
	Iteration 6Q: 3 clusters Score -713430 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -713504.375000 Penalty: 4247.687500
	Iteration 7Q: 3 clusters Score -713504.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -713573.062500 Penalty: 4247.687500
	Iteration 8Q: 3 clusters Score -713573.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -713624.750000 Penalty: 4247.687500
	Iteration 9Q: 3 clusters Score -713624.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -713667.250000 Penalty: 4247.687500
	Iteration 10Q: 3 clusters Score -713667.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -713690.562500 Penalty: 4247.687500
	Iteration 11Q: 3 clusters Score -713690.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -713709.062500 Penalty: 4247.687500
	Iteration 12Q: 3 clusters Score -713709.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -713732.312500 Penalty: 4247.687500
	Iteration 13Q: 3 clusters Score -713732.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -713755.750000 Penalty: 4247.687500
	Iteration 14Q: 3 clusters Score -713755.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -713773.062500 Penalty: 4247.687500
	Iteration 15Q: 3 clusters Score -713773.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -713788.937500 Penalty: 4247.687500
	Iteration 16Q: 3 clusters Score -713788.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -713808.375000 Penalty: 4247.687500
	Iteration 17Q: 3 clusters Score -713808.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -713830.250000 Penalty: 4247.687500
	Iteration 18Q: 3 clusters Score -713830.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -713852.187500 Penalty: 4247.687500
	Iteration 19Q: 3 clusters Score -713852.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -713871.375000 Penalty: 4247.687500
	Iteration 20F: 3 clusters Score -713871.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -713885.437500 Penalty: 4247.687500
	Iteration 21Q: 3 clusters Score -713885.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -713902.625000 Penalty: 4247.687500
	Iteration 22Q: 3 clusters Score -713902.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -713916.375000 Penalty: 4247.687500
	Iteration 23Q: 3 clusters Score -713916.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -713930.750000 Penalty: 4247.687500
	Iteration 24Q: 3 clusters Score -713930.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -713950.500000 Penalty: 4247.687500
	Iteration 25Q: 3 clusters Score -713950.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -713971.875000 Penalty: 4247.687500
	Iteration 26Q: 3 clusters Score -713971.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -713988.312500 Penalty: 4247.687500
	Iteration 27Q: 3 clusters Score -713988.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -713998.250000 Penalty: 4247.687500
	Iteration 28Q: 3 clusters Score -713998.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -714014.000000 Penalty: 4247.687500
	Iteration 29Q: 3 clusters Score -714014 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -714035.937500 Penalty: 4247.687500
	Iteration 30Q: 3 clusters Score -714035.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -714067.125000 Penalty: 4247.687500
	Iteration 31Q: 3 clusters Score -714067.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -714104.625000 Penalty: 4247.687500
	Iteration 32Q: 3 clusters Score -714104.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -714140.312500 Penalty: 4247.687500
	Iteration 33Q: 3 clusters Score -714140.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -714171.312500 Penalty: 4247.687500
	Iteration 34Q: 3 clusters Score -714171.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -714204.000000 Penalty: 4247.687500
	Iteration 35Q: 3 clusters Score -714204 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -714230.750000 Penalty: 4247.687500
	Iteration 36Q: 3 clusters Score -714230.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -714249.000000 Penalty: 4247.687500
	Iteration 37Q: 3 clusters Score -714249 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -714265.000000 Penalty: 4247.687500
	Iteration 38Q: 3 clusters Score -714265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -714275.625000 Penalty: 4247.687500
	Iteration 39Q: 3 clusters Score -714275.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -714285.812500 Penalty: 4247.687500
	Iteration 40F: 3 clusters Score -714285.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -714296.187500 Penalty: 4247.687500
	Iteration 41Q: 3 clusters Score -714296.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -714304.312500 Penalty: 4247.687500
	Iteration 42Q: 3 clusters Score -714304.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -714312.625000 Penalty: 4247.687500
	Iteration 43Q: 3 clusters Score -714312.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -714323.187500 Penalty: 4247.687500
	Iteration 44Q: 3 clusters Score -714323.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -714329.875000 Penalty: 4247.687500
	Iteration 45Q: 3 clusters Score -714329.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -714334.625000 Penalty: 4247.687500
	Iteration 46Q: 3 clusters Score -714334.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -714340.000000 Penalty: 4247.687500
	Iteration 47Q: 3 clusters Score -714340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -714346.687500 Penalty: 4247.687500
	Iteration 48Q: 3 clusters Score -714346.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -714350.000000 Penalty: 4247.687500
	Iteration 49Q: 3 clusters Score -714350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -714352.875000 Penalty: 4247.687500
	Iteration 50Q: 3 clusters Score -714352.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -714354.937500 Penalty: 4247.687500
	Iteration 51Q: 3 clusters Score -714354.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -714356.625000 Penalty: 4247.687500
	Iteration 52Q: 3 clusters Score -714356.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -714358.375000 Penalty: 4247.687500
	Iteration 53Q: 3 clusters Score -714358.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -714358.375000 Penalty: 4247.687500
	Iteration 54F: 3 clusters Score -714358.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Entering Unmasked Estep 
Score: -161428.859375 Penalty: 1765.669678
	Iteration 0F: 2 clusters Score -161428.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -159316.078125 Penalty: 3531.339355
	Iteration 0F: 3 clusters Score -159316.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -159663.062500 Penalty: 3531.339355
	Iteration 1F: 3 clusters Score -159663.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -159825.125000 Penalty: 3531.339355
	Iteration 2F: 3 clusters Score -159825.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -159939.421875 Penalty: 3531.339355
	Iteration 3F: 3 clusters Score -159939.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -160046.296875 Penalty: 3531.339355
	Iteration 4Q: 3 clusters Score -160046.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -160146.796875 Penalty: 3531.339355
	Iteration 5Q: 3 clusters Score -160146.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -160227.515625 Penalty: 3531.339355
	Iteration 6Q: 3 clusters Score -160227.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -160324.390625 Penalty: 3531.339355
	Iteration 7Q: 3 clusters Score -160324.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -160368.640625 Penalty: 3531.339355
	Iteration 8Q: 3 clusters Score -160368.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -160416.843750 Penalty: 3531.339355
	Iteration 9Q: 3 clusters Score -160416.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -160455.937500 Penalty: 3531.339355
	Iteration 10Q: 3 clusters Score -160455.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -160505.593750 Penalty: 3531.339355
	Iteration 11Q: 3 clusters Score -160505.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -160538.046875 Penalty: 3531.339355
	Iteration 12Q: 3 clusters Score -160538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -160567.546875 Penalty: 3531.339355
	Iteration 13Q: 3 clusters Score -160567.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -160588.781250 Penalty: 3531.339355
	Iteration 14Q: 3 clusters Score -160588.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -160612.906250 Penalty: 3531.339355
	Iteration 15Q: 3 clusters Score -160612.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -160661.703125 Penalty: 3531.339355
	Iteration 16Q: 3 clusters Score -160661.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -160763.203125 Penalty: 3531.339355
	Iteration 17Q: 3 clusters Score -160763.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -160936.796875 Penalty: 3531.339355
	Iteration 18Q: 3 clusters Score -160936.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -161090.000000 Penalty: 3531.339355
	Iteration 19Q: 3 clusters Score -161090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -161330.890625 Penalty: 3531.339355
	Iteration 20F: 3 clusters Score -161330.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -161595.359375 Penalty: 3531.339355
	Iteration 21Q: 3 clusters Score -161595.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -161807.312500 Penalty: 3531.339355
	Iteration 22Q: 3 clusters Score -161807.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -162024.531250 Penalty: 3531.339355
	Iteration 23Q: 3 clusters Score -162024.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -162148.343750 Penalty: 3531.339355
	Iteration 24Q: 3 clusters Score -162148.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -162232.750000 Penalty: 3531.339355
	Iteration 25Q: 3 clusters Score -162232.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -162298.093750 Penalty: 3531.339355
	Iteration 26Q: 3 clusters Score -162298.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -162336.078125 Penalty: 3531.339355
	Iteration 27Q: 3 clusters Score -162336.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -162357.500000 Penalty: 3531.339355
	Iteration 28Q: 3 clusters Score -162357.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -162360.312500 Penalty: 3531.339355
	Iteration 29Q: 3 clusters Score -162360.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -162360.312500 Penalty: 3531.339355
	Iteration 30F: 3 clusters Score -162360.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 165073 members 
Mstep: Class 4 contains 7612 members 
Mstep: Class 5 contains 133291 members 
Mstep: Class 6 contains 17312 members 
Mstep: Class 7 contains 49077 members 
Mstep: Class 8 contains 18538 members 
Mstep: Class 9 contains 140035 members 
Mstep: Class 10 contains 8505 members 
Mstep: Class 11 contains 20994 members 
Mstep: Class 12 contains 51513 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 26733 members 
Mstep: Class 15 contains 28482 members 
Mstep: Class 16 contains 8857 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 8057 members 
Mstep: Class 19 contains 44115 members 
Mstep: Class 20 contains 141433 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34250 members 
Mstep: Class 23 contains 5853 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 27751 members 
Mstep: Class 26 contains 6470 members 
Mstep: Class 27 contains 3758 members 
Mstep: Class 28 contains 15279 members 
Mstep: Class 29 contains 67102 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 5239 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 720 members 
Entering Unmasked Estep 
Score: -142940224.000000 Penalty: 113492.750000
Splitting cluster 32 changes total score from -142940704.000000 to -142940224.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 165073 members 
Mstep: Class 4 contains 7612 members 
Mstep: Class 5 contains 133291 members 
Mstep: Class 6 contains 17312 members 
Mstep: Class 7 contains 49077 members 
Mstep: Class 8 contains 18538 members 
Mstep: Class 9 contains 140035 members 
Mstep: Class 10 contains 8505 members 
Mstep: Class 11 contains 20994 members 
Mstep: Class 12 contains 51513 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 26733 members 
Mstep: Class 15 contains 28482 members 
Mstep: Class 16 contains 8857 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 8057 members 
Mstep: Class 19 contains 44115 members 
Mstep: Class 20 contains 141433 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34250 members 
Mstep: Class 23 contains 5853 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 27751 members 
Mstep: Class 26 contains 6470 members 
Mstep: Class 28 contains 15279 members 
Mstep: Class 29 contains 67102 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 5239 members 
Mstep: Class 32 contains 1236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941712.000000 Penalty: 110053.570312
Iteration 119Q: 33 clusters Score -1.429417e+08 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 164187 members 
Mstep: Class 4 contains 7589 members 
Mstep: Class 5 contains 132771 members 
Mstep: Class 6 contains 17871 members 
Mstep: Class 7 contains 48961 members 
Mstep: Class 8 contains 18513 members 
Mstep: Class 9 contains 140147 members 
Mstep: Class 10 contains 8612 members 
Mstep: Class 11 contains 20988 members 
Mstep: Class 12 contains 51528 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 26729 members 
Mstep: Class 15 contains 29016 members 
Mstep: Class 16 contains 8854 members 
Mstep: Class 17 contains 5566 members 
Mstep: Class 18 contains 8057 members 
Mstep: Class 19 contains 44079 members 
Mstep: Class 20 contains 141448 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34236 members 
Mstep: Class 23 contains 5874 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28003 members 
Mstep: Class 26 contains 6471 members 
Mstep: Class 27 contains 3682 members 
Mstep: Class 28 contains 15283 members 
Mstep: Class 29 contains 67016 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 5416 members 
Mstep: Class 32 contains 1238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942336.000000 Penalty: 110053.570312
Iteration 120F: 33 clusters Score -1.429423e+08 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2713 members 
Mstep: Class 3 contains 163263 members 
Mstep: Class 4 contains 7586 members 
Mstep: Class 5 contains 132423 members 
Mstep: Class 6 contains 18437 members 
Mstep: Class 7 contains 48844 members 
Mstep: Class 8 contains 18495 members 
Mstep: Class 9 contains 140312 members 
Mstep: Class 10 contains 8594 members 
Mstep: Class 11 contains 20975 members 
Mstep: Class 12 contains 51555 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 26740 members 
Mstep: Class 15 contains 29496 members 
Mstep: Class 16 contains 8850 members 
Mstep: Class 17 contains 5561 members 
Mstep: Class 18 contains 8056 members 
Mstep: Class 19 contains 44047 members 
Mstep: Class 20 contains 141448 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34227 members 
Mstep: Class 23 contains 5870 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28046 members 
Mstep: Class 26 contains 6471 members 
Mstep: Class 27 contains 3883 members 
Mstep: Class 28 contains 15292 members 
Mstep: Class 29 contains 66932 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 5490 members 
Mstep: Class 32 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942896.000000 Penalty: 110053.570312
Iteration 121Q: 33 clusters Score -1.429429e+08 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 162264 members 
Mstep: Class 4 contains 7585 members 
Mstep: Class 5 contains 132213 members 
Mstep: Class 6 contains 19013 members 
Mstep: Class 7 contains 48732 members 
Mstep: Class 8 contains 18465 members 
Mstep: Class 9 contains 140477 members 
Mstep: Class 10 contains 8583 members 
Mstep: Class 11 contains 20953 members 
Mstep: Class 12 contains 51577 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 26742 members 
Mstep: Class 15 contains 29972 members 
Mstep: Class 16 contains 8841 members 
Mstep: Class 17 contains 5561 members 
Mstep: Class 18 contains 8047 members 
Mstep: Class 19 contains 44027 members 
Mstep: Class 20 contains 141447 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34212 members 
Mstep: Class 23 contains 5876 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28048 members 
Mstep: Class 26 contains 6473 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 15298 members 
Mstep: Class 29 contains 66897 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 5569 members 
Mstep: Class 32 contains 1244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943280.000000 Penalty: 110053.570312
Iteration 122Q: 33 clusters Score -1.429433e+08 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2710 members 
Mstep: Class 3 contains 161328 members 
Mstep: Class 4 contains 7584 members 
Mstep: Class 5 contains 131988 members 
Mstep: Class 6 contains 19555 members 
Mstep: Class 7 contains 48617 members 
Mstep: Class 8 contains 18428 members 
Mstep: Class 9 contains 140571 members 
Mstep: Class 10 contains 8599 members 
Mstep: Class 11 contains 20947 members 
Mstep: Class 12 contains 51615 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 26742 members 
Mstep: Class 15 contains 30482 members 
Mstep: Class 16 contains 8834 members 
Mstep: Class 17 contains 5558 members 
Mstep: Class 18 contains 8040 members 
Mstep: Class 19 contains 44013 members 
Mstep: Class 20 contains 141462 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34216 members 
Mstep: Class 23 contains 5876 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28043 members 
Mstep: Class 26 contains 6475 members 
Mstep: Class 27 contains 4118 members 
Mstep: Class 28 contains 15304 members 
Mstep: Class 29 contains 66853 members 
Mstep: Class 30 contains 870 members 
Mstep: Class 31 contains 5646 members 
Mstep: Class 32 contains 1246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943200.000000 Penalty: 110053.570312
Iteration 123Q: 33 clusters Score -1.429432e+08 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2709 members 
Mstep: Class 3 contains 160416 members 
Mstep: Class 4 contains 7592 members 
Mstep: Class 5 contains 131784 members 
Mstep: Class 6 contains 20122 members 
Mstep: Class 7 contains 48482 members 
Mstep: Class 8 contains 18396 members 
Mstep: Class 9 contains 140677 members 
Mstep: Class 10 contains 8614 members 
Mstep: Class 11 contains 20939 members 
Mstep: Class 12 contains 51626 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26731 members 
Mstep: Class 15 contains 30996 members 
Mstep: Class 16 contains 8832 members 
Mstep: Class 17 contains 5555 members 
Mstep: Class 18 contains 8036 members 
Mstep: Class 19 contains 44003 members 
Mstep: Class 20 contains 141433 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34190 members 
Mstep: Class 23 contains 5879 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28038 members 
Mstep: Class 26 contains 6476 members 
Mstep: Class 27 contains 4211 members 
Mstep: Class 28 contains 15312 members 
Mstep: Class 29 contains 66830 members 
Mstep: Class 30 contains 870 members 
Mstep: Class 31 contains 5723 members 
Mstep: Class 32 contains 1247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943296.000000 Penalty: 110053.570312
Iteration 124Q: 33 clusters Score -1.429433e+08 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2705 members 
Mstep: Class 3 contains 159505 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 131631 members 
Mstep: Class 6 contains 20722 members 
Mstep: Class 7 contains 48365 members 
Mstep: Class 8 contains 18358 members 
Mstep: Class 9 contains 140807 members 
Mstep: Class 10 contains 8615 members 
Mstep: Class 11 contains 20934 members 
Mstep: Class 12 contains 51627 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26723 members 
Mstep: Class 15 contains 31503 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 5552 members 
Mstep: Class 18 contains 8033 members 
Mstep: Class 19 contains 43996 members 
Mstep: Class 20 contains 141329 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34163 members 
Mstep: Class 23 contains 5883 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28030 members 
Mstep: Class 26 contains 6473 members 
Mstep: Class 27 contains 4315 members 
Mstep: Class 28 contains 15314 members 
Mstep: Class 29 contains 66799 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 5793 members 
Mstep: Class 32 contains 1248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943120.000000 Penalty: 110053.570312
Iteration 125Q: 33 clusters Score -1.429431e+08 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2700 members 
Mstep: Class 3 contains 158534 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 131521 members 
Mstep: Class 6 contains 21337 members 
Mstep: Class 7 contains 48265 members 
Mstep: Class 8 contains 18327 members 
Mstep: Class 9 contains 140895 members 
Mstep: Class 10 contains 8624 members 
Mstep: Class 11 contains 20925 members 
Mstep: Class 12 contains 51629 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26715 members 
Mstep: Class 15 contains 31989 members 
Mstep: Class 16 contains 8818 members 
Mstep: Class 17 contains 5547 members 
Mstep: Class 18 contains 8027 members 
Mstep: Class 19 contains 43985 members 
Mstep: Class 20 contains 141246 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34147 members 
Mstep: Class 23 contains 5882 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28046 members 
Mstep: Class 26 contains 6472 members 
Mstep: Class 27 contains 4399 members 
Mstep: Class 28 contains 15316 members 
Mstep: Class 29 contains 66789 members 
Mstep: Class 30 contains 873 members 
Mstep: Class 31 contains 5858 members 
Mstep: Class 32 contains 1250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943568.000000 Penalty: 110053.570312
Iteration 126Q: 33 clusters Score -1.429436e+08 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2699 members 
Mstep: Class 3 contains 157589 members 
Mstep: Class 4 contains 7604 members 
Mstep: Class 5 contains 131402 members 
Mstep: Class 6 contains 21982 members 
Mstep: Class 7 contains 48175 members 
Mstep: Class 8 contains 18297 members 
Mstep: Class 9 contains 140968 members 
Mstep: Class 10 contains 8642 members 
Mstep: Class 11 contains 20926 members 
Mstep: Class 12 contains 51639 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26705 members 
Mstep: Class 15 contains 32424 members 
Mstep: Class 16 contains 8795 members 
Mstep: Class 17 contains 5535 members 
Mstep: Class 18 contains 8028 members 
Mstep: Class 19 contains 43966 members 
Mstep: Class 20 contains 141185 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34138 members 
Mstep: Class 23 contains 5881 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28064 members 
Mstep: Class 26 contains 6472 members 
Mstep: Class 27 contains 4468 members 
Mstep: Class 28 contains 15318 members 
Mstep: Class 29 contains 66765 members 
Mstep: Class 30 contains 874 members 
Mstep: Class 31 contains 5928 members 
Mstep: Class 32 contains 1252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943360.000000 Penalty: 110053.570312
Iteration 127Q: 33 clusters Score -1.429434e+08 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2698 members 
Mstep: Class 3 contains 156665 members 
Mstep: Class 4 contains 7606 members 
Mstep: Class 5 contains 131399 members 
Mstep: Class 6 contains 22565 members 
Mstep: Class 7 contains 48066 members 
Mstep: Class 8 contains 18278 members 
Mstep: Class 9 contains 141000 members 
Mstep: Class 10 contains 8656 members 
Mstep: Class 11 contains 20910 members 
Mstep: Class 12 contains 51639 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26693 members 
Mstep: Class 15 contains 32930 members 
Mstep: Class 16 contains 8783 members 
Mstep: Class 17 contains 5533 members 
Mstep: Class 18 contains 8027 members 
Mstep: Class 19 contains 43955 members 
Mstep: Class 20 contains 141068 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34121 members 
Mstep: Class 23 contains 5883 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28041 members 
Mstep: Class 26 contains 6472 members 
Mstep: Class 27 contains 4540 members 
Mstep: Class 28 contains 15320 members 
Mstep: Class 29 contains 66739 members 
Mstep: Class 30 contains 875 members 
Mstep: Class 31 contains 6009 members 
Mstep: Class 32 contains 1251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943328.000000 Penalty: 110053.570312
Iteration 128Q: 33 clusters Score -1.429433e+08 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2698 members 
Mstep: Class 3 contains 155716 members 
Mstep: Class 4 contains 7612 members 
Mstep: Class 5 contains 131396 members 
Mstep: Class 6 contains 23136 members 
Mstep: Class 7 contains 47967 members 
Mstep: Class 8 contains 18255 members 
Mstep: Class 9 contains 141015 members 
Mstep: Class 10 contains 8661 members 
Mstep: Class 11 contains 20900 members 
Mstep: Class 12 contains 51647 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26680 members 
Mstep: Class 15 contains 33475 members 
Mstep: Class 16 contains 8775 members 
Mstep: Class 17 contains 5528 members 
Mstep: Class 18 contains 8025 members 
Mstep: Class 19 contains 43943 members 
Mstep: Class 20 contains 140939 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34118 members 
Mstep: Class 23 contains 5883 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28065 members 
Mstep: Class 26 contains 6473 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 15322 members 
Mstep: Class 29 contains 66690 members 
Mstep: Class 30 contains 876 members 
Mstep: Class 31 contains 6073 members 
Mstep: Class 32 contains 1253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943072.000000 Penalty: 110053.570312
Iteration 129Q: 33 clusters Score -1.429431e+08 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2698 members 
Mstep: Class 3 contains 154807 members 
Mstep: Class 4 contains 7607 members 
Mstep: Class 5 contains 131425 members 
Mstep: Class 6 contains 23678 members 
Mstep: Class 7 contains 47872 members 
Mstep: Class 8 contains 18255 members 
Mstep: Class 9 contains 141040 members 
Mstep: Class 10 contains 8667 members 
Mstep: Class 11 contains 20879 members 
Mstep: Class 12 contains 51649 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26669 members 
Mstep: Class 15 contains 33998 members 
Mstep: Class 16 contains 8762 members 
Mstep: Class 17 contains 5530 members 
Mstep: Class 18 contains 8020 members 
Mstep: Class 19 contains 43926 members 
Mstep: Class 20 contains 140795 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34098 members 
Mstep: Class 23 contains 5886 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28078 members 
Mstep: Class 26 contains 6473 members 
Mstep: Class 27 contains 4660 members 
Mstep: Class 28 contains 15325 members 
Mstep: Class 29 contains 66654 members 
Mstep: Class 30 contains 881 members 
Mstep: Class 31 contains 6137 members 
Mstep: Class 32 contains 1253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943408.000000 Penalty: 110053.570312
Iteration 130Q: 33 clusters Score -1.429434e+08 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2697 members 
Mstep: Class 3 contains 153896 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 131496 members 
Mstep: Class 6 contains 24233 members 
Mstep: Class 7 contains 47784 members 
Mstep: Class 8 contains 18243 members 
Mstep: Class 9 contains 141048 members 
Mstep: Class 10 contains 8666 members 
Mstep: Class 11 contains 20879 members 
Mstep: Class 12 contains 51635 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26660 members 
Mstep: Class 15 contains 34507 members 
Mstep: Class 16 contains 8752 members 
Mstep: Class 17 contains 5534 members 
Mstep: Class 18 contains 8011 members 
Mstep: Class 19 contains 43902 members 
Mstep: Class 20 contains 140660 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34062 members 
Mstep: Class 23 contains 5891 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28100 members 
Mstep: Class 26 contains 6471 members 
Mstep: Class 27 contains 4715 members 
Mstep: Class 28 contains 15326 members 
Mstep: Class 29 contains 66623 members 
Mstep: Class 30 contains 884 members 
Mstep: Class 31 contains 6196 members 
Mstep: Class 32 contains 1253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943472.000000 Penalty: 110053.570312
Iteration 131Q: 33 clusters Score -1.429435e+08 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2697 members 
Mstep: Class 3 contains 153037 members 
Mstep: Class 4 contains 7599 members 
Mstep: Class 5 contains 131595 members 
Mstep: Class 6 contains 24783 members 
Mstep: Class 7 contains 47695 members 
Mstep: Class 8 contains 18232 members 
Mstep: Class 9 contains 141025 members 
Mstep: Class 10 contains 8663 members 
Mstep: Class 11 contains 20881 members 
Mstep: Class 12 contains 51600 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26652 members 
Mstep: Class 15 contains 35007 members 
Mstep: Class 16 contains 8745 members 
Mstep: Class 17 contains 5537 members 
Mstep: Class 18 contains 8003 members 
Mstep: Class 19 contains 43870 members 
Mstep: Class 20 contains 140544 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 34018 members 
Mstep: Class 23 contains 5894 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28114 members 
Mstep: Class 26 contains 6471 members 
Mstep: Class 27 contains 4765 members 
Mstep: Class 28 contains 15326 members 
Mstep: Class 29 contains 66590 members 
Mstep: Class 30 contains 889 members 
Mstep: Class 31 contains 6236 members 
Mstep: Class 32 contains 1254 members 
Entering Unmasked Estep 
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Score: -142943856.000000 Penalty: 110053.570312
Iteration 132Q: 33 clusters Score -1.429439e+08 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2695 members 
Mstep: Class 3 contains 152188 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 131679 members 
Mstep: Class 6 contains 25267 members 
Mstep: Class 7 contains 47614 members 
Mstep: Class 8 contains 18216 members 
Mstep: Class 9 contains 141019 members 
Mstep: Class 10 contains 8666 members 
Mstep: Class 11 contains 20895 members 
Mstep: Class 12 contains 51610 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26649 members 
Mstep: Class 15 contains 35483 members 
Mstep: Class 16 contains 8738 members 
Mstep: Class 17 contains 5534 members 
Mstep: Class 18 contains 7997 members 
Mstep: Class 19 contains 43852 members 
Mstep: Class 20 contains 140392 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33994 members 
Mstep: Class 23 contains 5896 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28124 members 
Mstep: Class 26 contains 6469 members 
Mstep: Class 27 contains 4820 members 
Mstep: Class 28 contains 15327 members 
Mstep: Class 29 contains 66562 members 
Mstep: Class 30 contains 897 members 
Mstep: Class 31 contains 6284 members 
Mstep: Class 32 contains 1255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943552.000000 Penalty: 110053.570312
Iteration 133Q: 33 clusters Score -1.429436e+08 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2693 members 
Mstep: Class 3 contains 151308 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 131766 members 
Mstep: Class 6 contains 25708 members 
Mstep: Class 7 contains 47553 members 
Mstep: Class 8 contains 18195 members 
Mstep: Class 9 contains 141036 members 
Mstep: Class 10 contains 8662 members 
Mstep: Class 11 contains 20913 members 
Mstep: Class 12 contains 51634 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26646 members 
Mstep: Class 15 contains 35993 members 
Mstep: Class 16 contains 8727 members 
Mstep: Class 17 contains 5535 members 
Mstep: Class 18 contains 7995 members 
Mstep: Class 19 contains 43835 members 
Mstep: Class 20 contains 140230 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33968 members 
Mstep: Class 23 contains 5901 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28133 members 
Mstep: Class 26 contains 6471 members 
Mstep: Class 27 contains 4878 members 
Mstep: Class 28 contains 15327 members 
Mstep: Class 29 contains 66528 members 
Mstep: Class 30 contains 903 members 
Mstep: Class 31 contains 6329 members 
Mstep: Class 32 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943696.000000 Penalty: 110053.570312
Iteration 134Q: 33 clusters Score -1.429437e+08 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2692 members 
Mstep: Class 3 contains 150440 members 
Mstep: Class 4 contains 7605 members 
Mstep: Class 5 contains 131794 members 
Mstep: Class 6 contains 26159 members 
Mstep: Class 7 contains 47489 members 
Mstep: Class 8 contains 18178 members 
Mstep: Class 9 contains 141051 members 
Mstep: Class 10 contains 8670 members 
Mstep: Class 11 contains 20917 members 
Mstep: Class 12 contains 51639 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26642 members 
Mstep: Class 15 contains 36560 members 
Mstep: Class 16 contains 8719 members 
Mstep: Class 17 contains 5534 members 
Mstep: Class 18 contains 7995 members 
Mstep: Class 19 contains 43825 members 
Mstep: Class 20 contains 140070 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33940 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28163 members 
Mstep: Class 26 contains 6472 members 
Mstep: Class 27 contains 4915 members 
Mstep: Class 28 contains 15330 members 
Mstep: Class 29 contains 66471 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 6384 members 
Mstep: Class 32 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944400.000000 Penalty: 110053.570312
Iteration 135Q: 33 clusters Score -1.429444e+08 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2692 members 
Mstep: Class 3 contains 149621 members 
Mstep: Class 4 contains 7607 members 
Mstep: Class 5 contains 131809 members 
Mstep: Class 6 contains 26630 members 
Mstep: Class 7 contains 47384 members 
Mstep: Class 8 contains 18159 members 
Mstep: Class 9 contains 141003 members 
Mstep: Class 10 contains 8661 members 
Mstep: Class 11 contains 20943 members 
Mstep: Class 12 contains 51628 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26633 members 
Mstep: Class 15 contains 37113 members 
Mstep: Class 16 contains 8714 members 
Mstep: Class 17 contains 5532 members 
Mstep: Class 18 contains 7984 members 
Mstep: Class 19 contains 43816 members 
Mstep: Class 20 contains 139936 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33937 members 
Mstep: Class 23 contains 5909 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28183 members 
Mstep: Class 26 contains 6472 members 
Mstep: Class 27 contains 4965 members 
Mstep: Class 28 contains 15333 members 
Mstep: Class 29 contains 66455 members 
Mstep: Class 30 contains 912 members 
Mstep: Class 31 contains 6433 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944352.000000 Penalty: 110053.570312
Iteration 136Q: 33 clusters Score -1.429444e+08 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2690 members 
Mstep: Class 3 contains 148836 members 
Mstep: Class 4 contains 7615 members 
Mstep: Class 5 contains 131796 members 
Mstep: Class 6 contains 27048 members 
Mstep: Class 7 contains 47285 members 
Mstep: Class 8 contains 18136 members 
Mstep: Class 9 contains 140969 members 
Mstep: Class 10 contains 8659 members 
Mstep: Class 11 contains 20958 members 
Mstep: Class 12 contains 51614 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26627 members 
Mstep: Class 15 contains 37712 members 
Mstep: Class 16 contains 8719 members 
Mstep: Class 17 contains 5532 members 
Mstep: Class 18 contains 7974 members 
Mstep: Class 19 contains 43808 members 
Mstep: Class 20 contains 139802 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33913 members 
Mstep: Class 23 contains 5907 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28210 members 
Mstep: Class 26 contains 6472 members 
Mstep: Class 27 contains 5004 members 
Mstep: Class 28 contains 15335 members 
Mstep: Class 29 contains 66440 members 
Mstep: Class 30 contains 915 members 
Mstep: Class 31 contains 6487 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944448.000000 Penalty: 110053.570312
Iteration 137Q: 33 clusters Score -1.429444e+08 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2688 members 
Mstep: Class 3 contains 148013 members 
Mstep: Class 4 contains 7617 members 
Mstep: Class 5 contains 131811 members 
Mstep: Class 6 contains 27458 members 
Mstep: Class 7 contains 47207 members 
Mstep: Class 8 contains 18125 members 
Mstep: Class 9 contains 140947 members 
Mstep: Class 10 contains 8660 members 
Mstep: Class 11 contains 20980 members 
Mstep: Class 12 contains 51611 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26620 members 
Mstep: Class 15 contains 38262 members 
Mstep: Class 16 contains 8717 members 
Mstep: Class 17 contains 5530 members 
Mstep: Class 18 contains 7967 members 
Mstep: Class 19 contains 43799 members 
Mstep: Class 20 contains 139656 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33885 members 
Mstep: Class 23 contains 5906 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28248 members 
Mstep: Class 26 contains 6473 members 
Mstep: Class 27 contains 5039 members 
Mstep: Class 28 contains 15336 members 
Mstep: Class 29 contains 66444 members 
Mstep: Class 30 contains 916 members 
Mstep: Class 31 contains 6548 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944576.000000 Penalty: 110053.570312
Iteration 138Q: 33 clusters Score -1.429446e+08 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2684 members 
Mstep: Class 3 contains 147212 members 
Mstep: Class 4 contains 7617 members 
Mstep: Class 5 contains 131875 members 
Mstep: Class 6 contains 27860 members 
Mstep: Class 7 contains 47156 members 
Mstep: Class 8 contains 18122 members 
Mstep: Class 9 contains 140867 members 
Mstep: Class 10 contains 8646 members 
Mstep: Class 11 contains 20986 members 
Mstep: Class 12 contains 51612 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26607 members 
Mstep: Class 15 contains 38785 members 
Mstep: Class 16 contains 8722 members 
Mstep: Class 17 contains 5534 members 
Mstep: Class 18 contains 7960 members 
Mstep: Class 19 contains 43794 members 
Mstep: Class 20 contains 139492 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33859 members 
Mstep: Class 23 contains 5910 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28299 members 
Mstep: Class 26 contains 6473 members 
Mstep: Class 27 contains 5065 members 
Mstep: Class 28 contains 15337 members 
Mstep: Class 29 contains 66451 members 
Mstep: Class 30 contains 916 members 
Mstep: Class 31 contains 6622 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142944816.000000 Penalty: 110053.570312
Iteration 139Q: 33 clusters Score -1.429448e+08 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2681 members 
Mstep: Class 3 contains 146466 members 
Mstep: Class 4 contains 7610 members 
Mstep: Class 5 contains 131923 members 
Mstep: Class 6 contains 28177 members 
Mstep: Class 7 contains 47087 members 
Mstep: Class 8 contains 18106 members 
Mstep: Class 9 contains 140835 members 
Mstep: Class 10 contains 8644 members 
Mstep: Class 11 contains 20997 members 
Mstep: Class 12 contains 51637 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26589 members 
Mstep: Class 15 contains 39272 members 
Mstep: Class 16 contains 8723 members 
Mstep: Class 17 contains 5537 members 
Mstep: Class 18 contains 7953 members 
Mstep: Class 19 contains 43792 members 
Mstep: Class 20 contains 139365 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33836 members 
Mstep: Class 23 contains 5916 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28352 members 
Mstep: Class 26 contains 6470 members 
Mstep: Class 27 contains 5090 members 
Mstep: Class 28 contains 15341 members 
Mstep: Class 29 contains 66460 members 
Mstep: Class 30 contains 917 members 
Mstep: Class 31 contains 6686 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945184.000000 Penalty: 110053.570312
Iteration 140F: 33 clusters Score -1.429452e+08 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2681 members 
Mstep: Class 3 contains 145724 members 
Mstep: Class 4 contains 7609 members 
Mstep: Class 5 contains 131967 members 
Mstep: Class 6 contains 28489 members 
Mstep: Class 7 contains 47035 members 
Mstep: Class 8 contains 18083 members 
Mstep: Class 9 contains 140803 members 
Mstep: Class 10 contains 8647 members 
Mstep: Class 11 contains 21013 members 
Mstep: Class 12 contains 51669 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26586 members 
Mstep: Class 15 contains 39738 members 
Mstep: Class 16 contains 8716 members 
Mstep: Class 17 contains 5541 members 
Mstep: Class 18 contains 7941 members 
Mstep: Class 19 contains 43782 members 
Mstep: Class 20 contains 139223 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33811 members 
Mstep: Class 23 contains 5922 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28416 members 
Mstep: Class 26 contains 6469 members 
Mstep: Class 27 contains 5120 members 
Mstep: Class 28 contains 15348 members 
Mstep: Class 29 contains 66475 members 
Mstep: Class 30 contains 918 members 
Mstep: Class 31 contains 6735 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945568.000000 Penalty: 110053.570312
Iteration 141Q: 33 clusters Score -1.429456e+08 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2681 members 
Mstep: Class 3 contains 145027 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 132012 members 
Mstep: Class 6 contains 28749 members 
Mstep: Class 7 contains 46979 members 
Mstep: Class 8 contains 18081 members 
Mstep: Class 9 contains 140748 members 
Mstep: Class 10 contains 8658 members 
Mstep: Class 11 contains 21045 members 
Mstep: Class 12 contains 51715 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26582 members 
Mstep: Class 15 contains 40211 members 
Mstep: Class 16 contains 8706 members 
Mstep: Class 17 contains 5540 members 
Mstep: Class 18 contains 7935 members 
Mstep: Class 19 contains 43784 members 
Mstep: Class 20 contains 139078 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33784 members 
Mstep: Class 23 contains 5924 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28449 members 
Mstep: Class 26 contains 6469 members 
Mstep: Class 27 contains 5150 members 
Mstep: Class 28 contains 15351 members 
Mstep: Class 29 contains 66491 members 
Mstep: Class 30 contains 919 members 
Mstep: Class 31 contains 6792 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945680.000000 Penalty: 110053.570312
Iteration 142Q: 33 clusters Score -1.429457e+08 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2681 members 
Mstep: Class 3 contains 144389 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 132029 members 
Mstep: Class 6 contains 28989 members 
Mstep: Class 7 contains 46919 members 
Mstep: Class 8 contains 18070 members 
Mstep: Class 9 contains 140717 members 
Mstep: Class 10 contains 8661 members 
Mstep: Class 11 contains 21053 members 
Mstep: Class 12 contains 51726 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26574 members 
Mstep: Class 15 contains 40693 members 
Mstep: Class 16 contains 8692 members 
Mstep: Class 17 contains 5542 members 
Mstep: Class 18 contains 7934 members 
Mstep: Class 19 contains 43775 members 
Mstep: Class 20 contains 138969 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33783 members 
Mstep: Class 23 contains 5927 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28491 members 
Mstep: Class 26 contains 6469 members 
Mstep: Class 27 contains 5178 members 
Mstep: Class 28 contains 15354 members 
Mstep: Class 29 contains 66459 members 
Mstep: Class 30 contains 921 members 
Mstep: Class 31 contains 6863 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142946048.000000 Penalty: 110053.570312
Iteration 143Q: 33 clusters Score -1.42946e+08 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2682 members 
Mstep: Class 3 contains 143709 members 
Mstep: Class 4 contains 7605 members 
Mstep: Class 5 contains 132040 members 
Mstep: Class 6 contains 29232 members 
Mstep: Class 7 contains 46870 members 
Mstep: Class 8 contains 18055 members 
Mstep: Class 9 contains 140669 members 
Mstep: Class 10 contains 8665 members 
Mstep: Class 11 contains 21062 members 
Mstep: Class 12 contains 51730 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26570 members 
Mstep: Class 15 contains 41214 members 
Mstep: Class 16 contains 8687 members 
Mstep: Class 17 contains 5543 members 
Mstep: Class 18 contains 7929 members 
Mstep: Class 19 contains 43769 members 
Mstep: Class 20 contains 138852 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33774 members 
Mstep: Class 23 contains 5929 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28531 members 
Mstep: Class 26 contains 6469 members 
Mstep: Class 27 contains 5204 members 
Mstep: Class 28 contains 15359 members 
Mstep: Class 29 contains 66460 members 
Mstep: Class 30 contains 923 members 
Mstep: Class 31 contains 6929 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945952.000000 Penalty: 110053.570312
Iteration 144Q: 33 clusters Score -1.42946e+08 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2682 members 
Mstep: Class 3 contains 143082 members 
Mstep: Class 4 contains 7610 members 
Mstep: Class 5 contains 132020 members 
Mstep: Class 6 contains 29435 members 
Mstep: Class 7 contains 46818 members 
Mstep: Class 8 contains 18039 members 
Mstep: Class 9 contains 140630 members 
Mstep: Class 10 contains 8672 members 
Mstep: Class 11 contains 21077 members 
Mstep: Class 12 contains 51719 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26560 members 
Mstep: Class 15 contains 41748 members 
Mstep: Class 16 contains 8685 members 
Mstep: Class 17 contains 5546 members 
Mstep: Class 18 contains 7922 members 
Mstep: Class 19 contains 43772 members 
Mstep: Class 20 contains 138735 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33769 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28582 members 
Mstep: Class 26 contains 6469 members 
Mstep: Class 27 contains 5231 members 
Mstep: Class 28 contains 15362 members 
Mstep: Class 29 contains 66455 members 
Mstep: Class 30 contains 923 members 
Mstep: Class 31 contains 6984 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142945792.000000 Penalty: 110053.570312
Iteration 145Q: 33 clusters Score -1.429458e+08 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2681 members 
Mstep: Class 3 contains 142464 members 
Mstep: Class 4 contains 7618 members 
Mstep: Class 5 contains 132017 members 
Mstep: Class 6 contains 29633 members 
Mstep: Class 7 contains 46764 members 
Mstep: Class 8 contains 18026 members 
Mstep: Class 9 contains 140557 members 
Mstep: Class 10 contains 8679 members 
Mstep: Class 11 contains 21085 members 
Mstep: Class 12 contains 51702 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26560 members 
Mstep: Class 15 contains 42299 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 5548 members 
Mstep: Class 18 contains 7917 members 
Mstep: Class 19 contains 43774 members 
Mstep: Class 20 contains 138651 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33754 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28595 members 
Mstep: Class 26 contains 6469 members 
Mstep: Class 27 contains 5261 members 
Mstep: Class 28 contains 15364 members 
Mstep: Class 29 contains 66471 members 
Mstep: Class 30 contains 923 members 
Mstep: Class 31 contains 7040 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 146Q: 33 clusters Score -1.429459e+08 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2679 members 
Mstep: Class 3 contains 141876 members 
Mstep: Class 4 contains 7623 members 
Mstep: Class 5 contains 131991 members 
Mstep: Class 6 contains 29810 members 
Mstep: Class 7 contains 46701 members 
Mstep: Class 8 contains 18012 members 
Mstep: Class 9 contains 140471 members 
Mstep: Class 10 contains 8681 members 
Mstep: Class 11 contains 21095 members 
Mstep: Class 12 contains 51685 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26564 members 
Mstep: Class 15 contains 42894 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 5550 members 
Mstep: Class 18 contains 7916 members 
Mstep: Class 19 contains 43770 members 
Mstep: Class 20 contains 138547 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33745 members 
Mstep: Class 23 contains 5938 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28598 members 
Mstep: Class 26 contains 6469 members 
Mstep: Class 27 contains 5285 members 
Mstep: Class 28 contains 15364 members 
Mstep: Class 29 contains 66491 members 
Mstep: Class 30 contains 923 members 
Mstep: Class 31 contains 7115 members 
Mstep: Class 32 contains 1256 members 
Entering Unmasked Estep 
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Iteration 147Q: 33 clusters Score -1.42946e+08 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2678 members 
Mstep: Class 3 contains 141260 members 
Mstep: Class 4 contains 7620 members 
Mstep: Class 5 contains 131962 members 
Mstep: Class 6 contains 30009 members 
Mstep: Class 7 contains 46648 members 
Mstep: Class 8 contains 18008 members 
Mstep: Class 9 contains 140412 members 
Mstep: Class 10 contains 8680 members 
Mstep: Class 11 contains 21096 members 
Mstep: Class 12 contains 51672 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26554 members 
Mstep: Class 15 contains 43487 members 
Mstep: Class 16 contains 8661 members 
Mstep: Class 17 contains 5553 members 
Mstep: Class 18 contains 7911 members 
Mstep: Class 19 contains 43767 members 
Mstep: Class 20 contains 138444 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33724 members 
Mstep: Class 23 contains 5939 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28609 members 
Mstep: Class 26 contains 6469 members 
Mstep: Class 27 contains 5299 members 
Mstep: Class 28 contains 15364 members 
Mstep: Class 29 contains 66522 members 
Mstep: Class 30 contains 923 members 
Mstep: Class 31 contains 7191 members 
Mstep: Class 32 contains 1256 members 
Entering Unmasked Estep 
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Iteration 148Q: 33 clusters Score -1.429461e+08 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2678 members 
Mstep: Class 3 contains 140692 members 
Mstep: Class 4 contains 7620 members 
Mstep: Class 5 contains 131931 members 
Mstep: Class 6 contains 30206 members 
Mstep: Class 7 contains 46595 members 
Mstep: Class 8 contains 17999 members 
Mstep: Class 9 contains 140326 members 
Mstep: Class 10 contains 8673 members 
Mstep: Class 11 contains 21087 members 
Mstep: Class 12 contains 51645 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26550 members 
Mstep: Class 15 contains 44071 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 5562 members 
Mstep: Class 18 contains 7908 members 
Mstep: Class 19 contains 43763 members 
Mstep: Class 20 contains 138357 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33700 members 
Mstep: Class 23 contains 5937 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28635 members 
Mstep: Class 26 contains 6469 members 
Mstep: Class 27 contains 5308 members 
Mstep: Class 28 contains 15366 members 
Mstep: Class 29 contains 66538 members 
Mstep: Class 30 contains 923 members 
Mstep: Class 31 contains 7273 members 
Mstep: Class 32 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142946256.000000 Penalty: 110053.570312
Iteration 149Q: 33 clusters Score -1.429463e+08 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2677 members 
Mstep: Class 3 contains 140114 members 
Mstep: Class 4 contains 7620 members 
Mstep: Class 5 contains 131873 members 
Mstep: Class 6 contains 30395 members 
Mstep: Class 7 contains 46564 members 
Mstep: Class 8 contains 17986 members 
Mstep: Class 9 contains 140293 members 
Mstep: Class 10 contains 8670 members 
Mstep: Class 11 contains 21091 members 
Mstep: Class 12 contains 51635 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26543 members 
Mstep: Class 15 contains 44589 members 
Mstep: Class 16 contains 8636 members 
Mstep: Class 17 contains 5566 members 
Mstep: Class 18 contains 7903 members 
Mstep: Class 19 contains 43758 members 
Mstep: Class 20 contains 138297 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33689 members 
Mstep: Class 23 contains 5938 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28657 members 
Mstep: Class 26 contains 6469 members 
Mstep: Class 27 contains 5320 members 
Mstep: Class 28 contains 15370 members 
Mstep: Class 29 contains 66554 members 
Mstep: Class 30 contains 922 members 
Mstep: Class 31 contains 7333 members 
Mstep: Class 32 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142946512.000000 Penalty: 110053.570312
Iteration 150Q: 33 clusters Score -1.429465e+08 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2675 members 
Mstep: Class 3 contains 139477 members 
Mstep: Class 4 contains 7619 members 
Mstep: Class 5 contains 131857 members 
Mstep: Class 6 contains 30556 members 
Mstep: Class 7 contains 46527 members 
Mstep: Class 8 contains 17980 members 
Mstep: Class 9 contains 140281 members 
Mstep: Class 10 contains 8673 members 
Mstep: Class 11 contains 21100 members 
Mstep: Class 12 contains 51622 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26543 members 
Mstep: Class 15 contains 45095 members 
Mstep: Class 16 contains 8626 members 
Mstep: Class 17 contains 5568 members 
Mstep: Class 18 contains 7889 members 
Mstep: Class 19 contains 43756 members 
Mstep: Class 20 contains 138261 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33679 members 
Mstep: Class 23 contains 5940 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28677 members 
Mstep: Class 26 contains 6470 members 
Mstep: Class 27 contains 5330 members 
Mstep: Class 28 contains 15372 members 
Mstep: Class 29 contains 66577 members 
Mstep: Class 30 contains 924 members 
Mstep: Class 31 contains 7389 members 
Mstep: Class 32 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142946544.000000 Penalty: 110053.570312
Iteration 151Q: 33 clusters Score -1.429465e+08 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2675 members 
Mstep: Class 3 contains 138836 members 
Mstep: Class 4 contains 7619 members 
Mstep: Class 5 contains 131854 members 
Mstep: Class 6 contains 30721 members 
Mstep: Class 7 contains 46496 members 
Mstep: Class 8 contains 17980 members 
Mstep: Class 9 contains 140231 members 
Mstep: Class 10 contains 8671 members 
Mstep: Class 11 contains 21112 members 
Mstep: Class 12 contains 51613 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26539 members 
Mstep: Class 15 contains 45622 members 
Mstep: Class 16 contains 8614 members 
Mstep: Class 17 contains 5570 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 43755 members 
Mstep: Class 20 contains 138241 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33658 members 
Mstep: Class 23 contains 5947 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28694 members 
Mstep: Class 26 contains 6470 members 
Mstep: Class 27 contains 5345 members 
Mstep: Class 28 contains 15372 members 
Mstep: Class 29 contains 66585 members 
Mstep: Class 30 contains 925 members 
Mstep: Class 31 contains 7435 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142946320.000000 Penalty: 110053.570312
Iteration 152Q: 33 clusters Score -1.429463e+08 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2675 members 
Mstep: Class 3 contains 138228 members 
Mstep: Class 4 contains 7624 members 
Mstep: Class 5 contains 131818 members 
Mstep: Class 6 contains 30911 members 
Mstep: Class 7 contains 46474 members 
Mstep: Class 8 contains 17973 members 
Mstep: Class 9 contains 140211 members 
Mstep: Class 10 contains 8670 members 
Mstep: Class 11 contains 21115 members 
Mstep: Class 12 contains 51570 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26540 members 
Mstep: Class 15 contains 46138 members 
Mstep: Class 16 contains 8598 members 
Mstep: Class 17 contains 5568 members 
Mstep: Class 18 contains 7877 members 
Mstep: Class 19 contains 43753 members 
Mstep: Class 20 contains 138196 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33638 members 
Mstep: Class 23 contains 5948 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28727 members 
Mstep: Class 26 contains 6471 members 
Mstep: Class 27 contains 5355 members 
Mstep: Class 28 contains 15372 members 
Mstep: Class 29 contains 66604 members 
Mstep: Class 30 contains 926 members 
Mstep: Class 31 contains 7482 members 
Mstep: Class 32 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142946240.000000 Penalty: 110053.570312
Iteration 153Q: 33 clusters Score -1.429462e+08 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2674 members 
Mstep: Class 3 contains 137643 members 
Mstep: Class 4 contains 7627 members 
Mstep: Class 5 contains 131821 members 
Mstep: Class 6 contains 31068 members 
Mstep: Class 7 contains 46460 members 
Mstep: Class 8 contains 17971 members 
Mstep: Class 9 contains 140194 members 
Mstep: Class 10 contains 8663 members 
Mstep: Class 11 contains 21132 members 
Mstep: Class 12 contains 51539 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26535 members 
Mstep: Class 15 contains 46594 members 
Mstep: Class 16 contains 8588 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 43757 members 
Mstep: Class 20 contains 138137 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33628 members 
Mstep: Class 23 contains 5949 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28762 members 
Mstep: Class 26 contains 6472 members 
Mstep: Class 27 contains 5366 members 
Mstep: Class 28 contains 15373 members 
Mstep: Class 29 contains 66613 members 
Mstep: Class 30 contains 926 members 
Mstep: Class 31 contains 7532 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142946304.000000 Penalty: 110053.570312
Iteration 154Q: 33 clusters Score -1.429463e+08 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2675 members 
Mstep: Class 3 contains 137123 members 
Mstep: Class 4 contains 7629 members 
Mstep: Class 5 contains 131816 members 
Mstep: Class 6 contains 31188 members 
Mstep: Class 7 contains 46436 members 
Mstep: Class 8 contains 17972 members 
Mstep: Class 9 contains 140185 members 
Mstep: Class 10 contains 8655 members 
Mstep: Class 11 contains 21147 members 
Mstep: Class 12 contains 51498 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26536 members 
Mstep: Class 15 contains 47052 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 7862 members 
Mstep: Class 19 contains 43763 members 
Mstep: Class 20 contains 138069 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33612 members 
Mstep: Class 23 contains 5951 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28778 members 
Mstep: Class 26 contains 6473 members 
Mstep: Class 27 contains 5380 members 
Mstep: Class 28 contains 15377 members 
Mstep: Class 29 contains 66626 members 
Mstep: Class 30 contains 927 members 
Mstep: Class 31 contains 7588 members 
Mstep: Class 32 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142946336.000000 Penalty: 110053.570312
Iteration 155Q: 33 clusters Score -1.429463e+08 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2675 members 
Mstep: Class 3 contains 136576 members 
Mstep: Class 4 contains 7630 members 
Mstep: Class 5 contains 131781 members 
Mstep: Class 6 contains 31315 members 
Mstep: Class 7 contains 46410 members 
Mstep: Class 8 contains 17973 members 
Mstep: Class 9 contains 140188 members 
Mstep: Class 10 contains 8642 members 
Mstep: Class 11 contains 21151 members 
Mstep: Class 12 contains 51488 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26540 members 
Mstep: Class 15 contains 47540 members 
Mstep: Class 16 contains 8556 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 7854 members 
Mstep: Class 19 contains 43766 members 
Mstep: Class 20 contains 138010 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33594 members 
Mstep: Class 23 contains 5953 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28779 members 
Mstep: Class 26 contains 6475 members 
Mstep: Class 27 contains 5388 members 
Mstep: Class 28 contains 15377 members 
Mstep: Class 29 contains 66650 members 
Mstep: Class 30 contains 926 members 
Mstep: Class 31 contains 7652 members 
Mstep: Class 32 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142946608.000000 Penalty: 110053.570312
Iteration 156Q: 33 clusters Score -1.429466e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2674 members 
Mstep: Class 3 contains 136030 members 
Mstep: Class 4 contains 7631 members 
Mstep: Class 5 contains 131725 members 
Mstep: Class 6 contains 31444 members 
Mstep: Class 7 contains 46415 members 
Mstep: Class 8 contains 17968 members 
Mstep: Class 9 contains 140201 members 
Mstep: Class 10 contains 8623 members 
Mstep: Class 11 contains 21173 members 
Mstep: Class 12 contains 51459 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26535 members 
Mstep: Class 15 contains 48007 members 
Mstep: Class 16 contains 8537 members 
Mstep: Class 17 contains 5578 members 
Mstep: Class 18 contains 7848 members 
Mstep: Class 19 contains 43760 members 
Mstep: Class 20 contains 137955 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33582 members 
Mstep: Class 23 contains 5956 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28793 members 
Mstep: Class 26 contains 6477 members 
Mstep: Class 27 contains 5400 members 
Mstep: Class 28 contains 15378 members 
Mstep: Class 29 contains 66677 members 
Mstep: Class 30 contains 925 members 
Mstep: Class 31 contains 7714 members 
Mstep: Class 32 contains 1255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142946464.000000 Penalty: 110053.570312
Iteration 157Q: 33 clusters Score -1.429465e+08 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2673 members 
Mstep: Class 3 contains 135570 members 
Mstep: Class 4 contains 7633 members 
Mstep: Class 5 contains 131650 members 
Mstep: Class 6 contains 31525 members 
Mstep: Class 7 contains 46414 members 
Mstep: Class 8 contains 17957 members 
Mstep: Class 9 contains 140207 members 
Mstep: Class 10 contains 8616 members 
Mstep: Class 11 contains 21189 members 
Mstep: Class 12 contains 51408 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26536 members 
Mstep: Class 15 contains 48530 members 
Mstep: Class 16 contains 8523 members 
Mstep: Class 17 contains 5579 members 
Mstep: Class 18 contains 7842 members 
Mstep: Class 19 contains 43756 members 
Mstep: Class 20 contains 137884 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33575 members 
Mstep: Class 23 contains 5958 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28799 members 
Mstep: Class 26 contains 6479 members 
Mstep: Class 27 contains 5409 members 
Mstep: Class 28 contains 15378 members 
Mstep: Class 29 contains 66678 members 
Mstep: Class 30 contains 926 members 
Mstep: Class 31 contains 7773 members 
Mstep: Class 32 contains 1254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142946688.000000 Penalty: 110053.570312
Iteration 158Q: 33 clusters Score -1.429467e+08 nChanged 2010
Entering ConstructFrom: 
Score: -142946688.000000 Penalty: 110053.570312
Entering ConstructFrom: 
Trying to split cluster 1 (6033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Entering Unmasked Estep 
Score: -812276.000000 Penalty: 2158.840088
	Iteration 0F: 2 clusters Score -812276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -807167.062500 Penalty: 4317.680176
	Iteration 0F: 3 clusters Score -807167.1 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -808524.625000 Penalty: 4317.680176
	Iteration 1F: 3 clusters Score -808524.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -808901.562500 Penalty: 4317.680176
	Iteration 2F: 3 clusters Score -808901.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -809208.437500 Penalty: 4317.680176
	Iteration 3F: 3 clusters Score -809208.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -809445.500000 Penalty: 4317.680176
	Iteration 4F: 3 clusters Score -809445.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -809618.312500 Penalty: 4317.680176
	Iteration 5Q: 3 clusters Score -809618.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -809763.250000 Penalty: 4317.680176
	Iteration 6Q: 3 clusters Score -809763.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -809874.125000 Penalty: 4317.680176
	Iteration 7Q: 3 clusters Score -809874.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -809996.000000 Penalty: 4317.680176
	Iteration 8Q: 3 clusters Score -809996 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -810105.312500 Penalty: 4317.680176
	Iteration 9Q: 3 clusters Score -810105.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -810216.187500 Penalty: 4317.680176
	Iteration 10Q: 3 clusters Score -810216.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -810301.000000 Penalty: 4317.680176
	Iteration 11Q: 3 clusters Score -810301 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -810367.000000 Penalty: 4317.680176
	Iteration 12Q: 3 clusters Score -810367 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -810427.750000 Penalty: 4317.680176
	Iteration 13Q: 3 clusters Score -810427.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -810478.875000 Penalty: 4317.680176
	Iteration 14Q: 3 clusters Score -810478.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -810512.500000 Penalty: 4317.680176
	Iteration 15Q: 3 clusters Score -810512.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -810539.750000 Penalty: 4317.680176
	Iteration 16Q: 3 clusters Score -810539.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -810560.125000 Penalty: 4317.680176
	Iteration 17Q: 3 clusters Score -810560.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -810581.062500 Penalty: 4317.680176
	Iteration 18Q: 3 clusters Score -810581.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -810595.062500 Penalty: 4317.680176
	Iteration 19Q: 3 clusters Score -810595.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -810610.875000 Penalty: 4317.680176
	Iteration 20F: 3 clusters Score -810610.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -810628.812500 Penalty: 4317.680176
	Iteration 21Q: 3 clusters Score -810628.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -810646.250000 Penalty: 4317.680176
	Iteration 22Q: 3 clusters Score -810646.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -810661.625000 Penalty: 4317.680176
	Iteration 23Q: 3 clusters Score -810661.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -810673.437500 Penalty: 4317.680176
	Iteration 24Q: 3 clusters Score -810673.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -810681.937500 Penalty: 4317.680176
	Iteration 25Q: 3 clusters Score -810681.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -810691.437500 Penalty: 4317.680176
	Iteration 26Q: 3 clusters Score -810691.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -810701.312500 Penalty: 4317.680176
	Iteration 27Q: 3 clusters Score -810701.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -810710.625000 Penalty: 4317.680176
	Iteration 28Q: 3 clusters Score -810710.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -810719.125000 Penalty: 4317.680176
	Iteration 29Q: 3 clusters Score -810719.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -810725.750000 Penalty: 4317.680176
	Iteration 30Q: 3 clusters Score -810725.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -810732.812500 Penalty: 4317.680176
	Iteration 31Q: 3 clusters Score -810732.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -810738.312500 Penalty: 4317.680176
	Iteration 32Q: 3 clusters Score -810738.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -810741.875000 Penalty: 4317.680176
	Iteration 33Q: 3 clusters Score -810741.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -810747.812500 Penalty: 4317.680176
	Iteration 34Q: 3 clusters Score -810747.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -810751.812500 Penalty: 4317.680176
	Iteration 35Q: 3 clusters Score -810751.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -810756.062500 Penalty: 4317.680176
	Iteration 36Q: 3 clusters Score -810756.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -810758.125000 Penalty: 4317.680176
	Iteration 37Q: 3 clusters Score -810758.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -810764.562500 Penalty: 4317.680176
	Iteration 38Q: 3 clusters Score -810764.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -810769.125000 Penalty: 4317.680176
	Iteration 39Q: 3 clusters Score -810769.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -810773.250000 Penalty: 4317.680176
	Iteration 40F: 3 clusters Score -810773.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -810780.687500 Penalty: 4317.680176
	Iteration 41Q: 3 clusters Score -810780.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -810784.250000 Penalty: 4317.680176
	Iteration 42Q: 3 clusters Score -810784.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -810788.062500 Penalty: 4317.680176
	Iteration 43Q: 3 clusters Score -810788.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -810792.562500 Penalty: 4317.680176
	Iteration 44Q: 3 clusters Score -810792.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -810795.125000 Penalty: 4317.680176
	Iteration 45Q: 3 clusters Score -810795.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -810797.562500 Penalty: 4317.680176
	Iteration 46Q: 3 clusters Score -810797.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -810800.687500 Penalty: 4317.680176
	Iteration 47Q: 3 clusters Score -810800.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -810800.000000 Penalty: 4317.680176
	Iteration 48Q: 3 clusters Score -810800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -810801.875000 Penalty: 4317.680176
	Iteration 49Q: 3 clusters Score -810801.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -810804.312500 Penalty: 4317.680176
	Iteration 50Q: 3 clusters Score -810804.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -810803.625000 Penalty: 4317.680176
	Iteration 51Q: 3 clusters Score -810803.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -810806.250000 Penalty: 4317.680176
	Iteration 52Q: 3 clusters Score -810806.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -810808.562500 Penalty: 4317.680176
	Iteration 53Q: 3 clusters Score -810808.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -810808.562500 Penalty: 4317.680176
	Iteration 54F: 3 clusters Score -810808.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Entering Unmasked Estep 
Score: -352075.062500 Penalty: 1956.864502
	Iteration 0F: 2 clusters Score -352075.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -349041.437500 Penalty: 3913.729004
	Iteration 0F: 3 clusters Score -349041.4 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -349755.687500 Penalty: 3913.729004
	Iteration 1F: 3 clusters Score -349755.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -349967.593750 Penalty: 3913.729004
	Iteration 2F: 3 clusters Score -349967.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -350105.656250 Penalty: 3913.729004
	Iteration 3F: 3 clusters Score -350105.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -350221.875000 Penalty: 3913.729004
	Iteration 4Q: 3 clusters Score -350221.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -350330.062500 Penalty: 3913.729004
	Iteration 5Q: 3 clusters Score -350330.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -350419.375000 Penalty: 3913.729004
	Iteration 6Q: 3 clusters Score -350419.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -350482.343750 Penalty: 3913.729004
	Iteration 7Q: 3 clusters Score -350482.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -350533.906250 Penalty: 3913.729004
	Iteration 8Q: 3 clusters Score -350533.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -350567.750000 Penalty: 3913.729004
	Iteration 9Q: 3 clusters Score -350567.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -350590.500000 Penalty: 3913.729004
	Iteration 10Q: 3 clusters Score -350590.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -350604.312500 Penalty: 3913.729004
	Iteration 11Q: 3 clusters Score -350604.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -350615.500000 Penalty: 3913.729004
	Iteration 12Q: 3 clusters Score -350615.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -350626.625000 Penalty: 3913.729004
	Iteration 13Q: 3 clusters Score -350626.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -350636.093750 Penalty: 3913.729004
	Iteration 14Q: 3 clusters Score -350636.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -350647.750000 Penalty: 3913.729004
	Iteration 15Q: 3 clusters Score -350647.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -350654.562500 Penalty: 3913.729004
	Iteration 16Q: 3 clusters Score -350654.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -350662.500000 Penalty: 3913.729004
	Iteration 17Q: 3 clusters Score -350662.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -350667.781250 Penalty: 3913.729004
	Iteration 18Q: 3 clusters Score -350667.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -350671.750000 Penalty: 3913.729004
	Iteration 19Q: 3 clusters Score -350671.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -350674.468750 Penalty: 3913.729004
	Iteration 20F: 3 clusters Score -350674.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -350676.750000 Penalty: 3913.729004
	Iteration 21Q: 3 clusters Score -350676.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -350683.500000 Penalty: 3913.729004
	Iteration 22Q: 3 clusters Score -350683.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -350687.406250 Penalty: 3913.729004
	Iteration 23Q: 3 clusters Score -350687.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -350690.812500 Penalty: 3913.729004
	Iteration 24Q: 3 clusters Score -350690.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -350693.000000 Penalty: 3913.729004
	Iteration 25Q: 3 clusters Score -350693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -350695.250000 Penalty: 3913.729004
	Iteration 26Q: 3 clusters Score -350695.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -350699.031250 Penalty: 3913.729004
	Iteration 27Q: 3 clusters Score -350699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -350701.968750 Penalty: 3913.729004
	Iteration 28Q: 3 clusters Score -350702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -350704.875000 Penalty: 3913.729004
	Iteration 29Q: 3 clusters Score -350704.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -350710.250000 Penalty: 3913.729004
	Iteration 30Q: 3 clusters Score -350710.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -350714.218750 Penalty: 3913.729004
	Iteration 31Q: 3 clusters Score -350714.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -350715.093750 Penalty: 3913.729004
	Iteration 32Q: 3 clusters Score -350715.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -350716.125000 Penalty: 3913.729004
	Iteration 33Q: 3 clusters Score -350716.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -350716.125000 Penalty: 3913.729004
	Iteration 34F: 3 clusters Score -350716.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (135131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135131 members 
Entering Unmasked Estep 
Score: -18776096.000000 Penalty: 2929.872070
	Iteration 0F: 2 clusters Score -1.87761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67887 members 
Mstep: Class 2 contains 67244 members 
Entering Unmasked Estep 
Score: -18688436.000000 Penalty: 5859.744141
	Iteration 0F: 3 clusters Score -1.868844e+07 nChanged 64449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70854 members 
Mstep: Class 2 contains 64277 members 
Entering Unmasked Estep 
Score: -18725572.000000 Penalty: 5859.744141
	Iteration 1F: 3 clusters Score -1.872557e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72769 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -18726748.000000 Penalty: 5859.744141
	Iteration 2Q: 3 clusters Score -1.872675e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75644 members 
Mstep: Class 2 contains 59487 members 
Entering Unmasked Estep 
Score: -18728668.000000 Penalty: 5859.744141
	Iteration 3Q: 3 clusters Score -1.872867e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79768 members 
Mstep: Class 2 contains 55363 members 
Entering Unmasked Estep 
Score: -18731892.000000 Penalty: 5859.744141
	Iteration 4Q: 3 clusters Score -1.873189e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85041 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -18736624.000000 Penalty: 5859.744141
	Iteration 5F: 3 clusters Score -1.873662e+07 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91376 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -18743194.000000 Penalty: 5859.744141
	Iteration 6F: 3 clusters Score -1.874319e+07 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97796 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -18750044.000000 Penalty: 5859.744141
	Iteration 7F: 3 clusters Score -1.875004e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103471 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -18755622.000000 Penalty: 5859.744141
	Iteration 8F: 3 clusters Score -1.875562e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108058 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -18759594.000000 Penalty: 5859.744141
	Iteration 9Q: 3 clusters Score -1.875959e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111822 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -18762340.000000 Penalty: 5859.744141
	Iteration 10Q: 3 clusters Score -1.876234e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114849 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -18764286.000000 Penalty: 5859.744141
	Iteration 11Q: 3 clusters Score -1.876429e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117605 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -18765704.000000 Penalty: 5859.744141
	Iteration 12Q: 3 clusters Score -1.87657e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120081 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -18766870.000000 Penalty: 5859.744141
	Iteration 13Q: 3 clusters Score -1.876687e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122276 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -18767864.000000 Penalty: 5859.744141
	Iteration 14Q: 3 clusters Score -1.876786e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124227 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -18768742.000000 Penalty: 5859.744141
	Iteration 15Q: 3 clusters Score -1.876874e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125903 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -18769514.000000 Penalty: 5859.744141
	Iteration 16Q: 3 clusters Score -1.876951e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127378 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -18770092.000000 Penalty: 5859.744141
	Iteration 17Q: 3 clusters Score -1.877009e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128720 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -18770732.000000 Penalty: 5859.744141
	Iteration 18Q: 3 clusters Score -1.877073e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129846 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -18771268.000000 Penalty: 5859.744141
	Iteration 19Q: 3 clusters Score -1.877127e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130773 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -18771772.000000 Penalty: 5859.744141
	Iteration 20F: 3 clusters Score -1.877177e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131523 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -18772074.000000 Penalty: 5859.744141
	Iteration 21Q: 3 clusters Score -1.877207e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132141 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -18772376.000000 Penalty: 5859.744141
	Iteration 22Q: 3 clusters Score -1.877238e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132593 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -18772568.000000 Penalty: 5859.744141
	Iteration 23Q: 3 clusters Score -1.877257e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132977 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -18772722.000000 Penalty: 5859.744141
	Iteration 24Q: 3 clusters Score -1.877272e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133280 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -18772880.000000 Penalty: 5859.744141
	Iteration 25Q: 3 clusters Score -1.877288e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133516 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -18773026.000000 Penalty: 5859.744141
	Iteration 26Q: 3 clusters Score -1.877303e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133706 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -18773142.000000 Penalty: 5859.744141
	Iteration 27Q: 3 clusters Score -1.877314e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133838 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -18773230.000000 Penalty: 5859.744141
	Iteration 28Q: 3 clusters Score -1.877323e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133928 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -18773288.000000 Penalty: 5859.744141
	Iteration 29Q: 3 clusters Score -1.877329e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134010 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -18773356.000000 Penalty: 5859.744141
	Iteration 30Q: 3 clusters Score -1.877336e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134065 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -18773382.000000 Penalty: 5859.744141
	Iteration 31Q: 3 clusters Score -1.877338e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134117 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -18773442.000000 Penalty: 5859.744141
	Iteration 32Q: 3 clusters Score -1.877344e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134152 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -18773456.000000 Penalty: 5859.744141
	Iteration 33Q: 3 clusters Score -1.877346e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134184 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -18773468.000000 Penalty: 5859.744141
	Iteration 34Q: 3 clusters Score -1.877347e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134205 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -18773484.000000 Penalty: 5859.744141
	Iteration 35Q: 3 clusters Score -1.877348e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134219 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -18773518.000000 Penalty: 5859.744141
	Iteration 36Q: 3 clusters Score -1.877352e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134233 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -18773516.000000 Penalty: 5859.744141
	Iteration 37Q: 3 clusters Score -1.877352e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134239 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -18773516.000000 Penalty: 5859.744141
	Iteration 38Q: 3 clusters Score -1.877352e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134247 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -18773520.000000 Penalty: 5859.744141
	Iteration 39Q: 3 clusters Score -1.877352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134252 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -18773512.000000 Penalty: 5859.744141
	Iteration 40F: 3 clusters Score -1.877351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134258 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -18773526.000000 Penalty: 5859.744141
	Iteration 41Q: 3 clusters Score -1.877353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134260 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -18773536.000000 Penalty: 5859.744141
	Iteration 42Q: 3 clusters Score -1.877354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134261 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -18773540.000000 Penalty: 5859.744141
	Iteration 43Q: 3 clusters Score -1.877354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134261 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -18773540.000000 Penalty: 5859.744141
	Iteration 44F: 3 clusters Score -1.877354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Entering Unmasked Estep 
Score: -1023710.312500 Penalty: 2217.146240
	Iteration 0F: 2 clusters Score -1023710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1017580.937500 Penalty: 4434.292480
	Iteration 0F: 3 clusters Score -1017581 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1019244.625000 Penalty: 4434.292480
	Iteration 1F: 3 clusters Score -1019245 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1019689.625000 Penalty: 4434.292480
	Iteration 2F: 3 clusters Score -1019690 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1020130.500000 Penalty: 4434.292480
	Iteration 3F: 3 clusters Score -1020130 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1020581.375000 Penalty: 4434.292480
	Iteration 4F: 3 clusters Score -1020581 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1020987.312500 Penalty: 4434.292480
	Iteration 5F: 3 clusters Score -1020987 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1021336.187500 Penalty: 4434.292480
	Iteration 6F: 3 clusters Score -1021336 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1021658.687500 Penalty: 4434.292480
	Iteration 7Q: 3 clusters Score -1021659 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1021935.937500 Penalty: 4434.292480
	Iteration 8Q: 3 clusters Score -1021936 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1022185.187500 Penalty: 4434.292480
	Iteration 9Q: 3 clusters Score -1022185 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1022364.250000 Penalty: 4434.292480
	Iteration 10Q: 3 clusters Score -1022364 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1022485.375000 Penalty: 4434.292480
	Iteration 11Q: 3 clusters Score -1022485 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1022565.937500 Penalty: 4434.292480
	Iteration 12Q: 3 clusters Score -1022566 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1022629.500000 Penalty: 4434.292480
	Iteration 13Q: 3 clusters Score -1022630 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1022690.375000 Penalty: 4434.292480
	Iteration 14Q: 3 clusters Score -1022690 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1022750.625000 Penalty: 4434.292480
	Iteration 15Q: 3 clusters Score -1022751 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1022819.375000 Penalty: 4434.292480
	Iteration 16Q: 3 clusters Score -1022819 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1022886.750000 Penalty: 4434.292480
	Iteration 17Q: 3 clusters Score -1022887 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1022952.125000 Penalty: 4434.292480
	Iteration 18Q: 3 clusters Score -1022952 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1022988.750000 Penalty: 4434.292480
	Iteration 19Q: 3 clusters Score -1022989 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1023021.750000 Penalty: 4434.292480
	Iteration 20F: 3 clusters Score -1023022 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1023039.812500 Penalty: 4434.292480
	Iteration 21Q: 3 clusters Score -1023040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1023050.687500 Penalty: 4434.292480
	Iteration 22Q: 3 clusters Score -1023051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1023062.312500 Penalty: 4434.292480
	Iteration 23Q: 3 clusters Score -1023062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1023069.125000 Penalty: 4434.292480
	Iteration 24Q: 3 clusters Score -1023069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1023071.250000 Penalty: 4434.292480
	Iteration 25Q: 3 clusters Score -1023071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1023073.125000 Penalty: 4434.292480
	Iteration 26Q: 3 clusters Score -1023073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1023074.500000 Penalty: 4434.292480
	Iteration 27Q: 3 clusters Score -1023074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1023075.937500 Penalty: 4434.292480
	Iteration 28Q: 3 clusters Score -1023076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1023076.625000 Penalty: 4434.292480
	Iteration 29Q: 3 clusters Score -1023077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1023074.812500 Penalty: 4434.292480
	Iteration 30Q: 3 clusters Score -1023075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1023078.375000 Penalty: 4434.292480
	Iteration 31Q: 3 clusters Score -1023078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1023078.250000 Penalty: 4434.292480
	Iteration 32Q: 3 clusters Score -1023078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1023079.125000 Penalty: 4434.292480
	Iteration 33Q: 3 clusters Score -1023079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1023079.125000 Penalty: 4434.292480
	Iteration 34F: 3 clusters Score -1023079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (131581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131581 members 
Entering Unmasked Estep 
Score: -18336770.000000 Penalty: 2923.269775
	Iteration 0F: 2 clusters Score -1.833677e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65996 members 
Mstep: Class 2 contains 65585 members 
Entering Unmasked Estep 
Score: -18250250.000000 Penalty: 5846.539551
	Iteration 0F: 3 clusters Score -1.825025e+07 nChanged 62496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68830 members 
Mstep: Class 2 contains 62751 members 
Entering Unmasked Estep 
Score: -18286472.000000 Penalty: 5846.539551
	Iteration 1F: 3 clusters Score -1.828647e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70620 members 
Mstep: Class 2 contains 60961 members 
Entering Unmasked Estep 
Score: -18287606.000000 Penalty: 5846.539551
	Iteration 2Q: 3 clusters Score -1.828761e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73519 members 
Mstep: Class 2 contains 58062 members 
Entering Unmasked Estep 
Score: -18289106.000000 Penalty: 5846.539551
	Iteration 3Q: 3 clusters Score -1.828911e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77977 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -18291896.000000 Penalty: 5846.539551
	Iteration 4Q: 3 clusters Score -1.82919e+07 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84584 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -18296742.000000 Penalty: 5846.539551
	Iteration 5F: 3 clusters Score -1.829674e+07 nChanged 10258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93770 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -18304542.000000 Penalty: 5846.539551
	Iteration 6F: 3 clusters Score -1.830454e+07 nChanged 11560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104514 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -18314924.000000 Penalty: 5846.539551
	Iteration 7F: 3 clusters Score -1.831492e+07 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114005 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -18324898.000000 Penalty: 5846.539551
	Iteration 8F: 3 clusters Score -1.83249e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120306 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -18331138.000000 Penalty: 5846.539551
	Iteration 9Q: 3 clusters Score -1.833114e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123617 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -18334150.000000 Penalty: 5846.539551
	Iteration 10Q: 3 clusters Score -1.833415e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125261 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -18335434.000000 Penalty: 5846.539551
	Iteration 11Q: 3 clusters Score -1.833543e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126121 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -18335996.000000 Penalty: 5846.539551
	Iteration 12Q: 3 clusters Score -1.8336e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126674 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -18336300.000000 Penalty: 5846.539551
	Iteration 13Q: 3 clusters Score -1.83363e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127064 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -18336406.000000 Penalty: 5846.539551
	Iteration 14Q: 3 clusters Score -1.833641e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127338 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -18336504.000000 Penalty: 5846.539551
	Iteration 15Q: 3 clusters Score -1.83365e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127541 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -18336480.000000 Penalty: 5846.539551
	Iteration 16Q: 3 clusters Score -1.833648e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127702 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -18336474.000000 Penalty: 5846.539551
	Iteration 17Q: 3 clusters Score -1.833647e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127834 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -18336548.000000 Penalty: 5846.539551
	Iteration 18Q: 3 clusters Score -1.833655e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127950 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -18336532.000000 Penalty: 5846.539551
	Iteration 19Q: 3 clusters Score -1.833653e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128054 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -18336526.000000 Penalty: 5846.539551
	Iteration 20F: 3 clusters Score -1.833653e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128142 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -18336546.000000 Penalty: 5846.539551
	Iteration 21Q: 3 clusters Score -1.833655e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128210 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -18336530.000000 Penalty: 5846.539551
	Iteration 22Q: 3 clusters Score -1.833653e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128278 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -18336574.000000 Penalty: 5846.539551
	Iteration 23Q: 3 clusters Score -1.833657e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128336 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -18336522.000000 Penalty: 5846.539551
	Iteration 24Q: 3 clusters Score -1.833652e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128398 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -18336534.000000 Penalty: 5846.539551
	Iteration 25Q: 3 clusters Score -1.833653e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128457 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -18336542.000000 Penalty: 5846.539551
	Iteration 26Q: 3 clusters Score -1.833654e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128514 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -18336530.000000 Penalty: 5846.539551
	Iteration 27Q: 3 clusters Score -1.833653e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128577 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -18336550.000000 Penalty: 5846.539551
	Iteration 28Q: 3 clusters Score -1.833655e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128631 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -18336540.000000 Penalty: 5846.539551
	Iteration 29Q: 3 clusters Score -1.833654e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128674 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -18336556.000000 Penalty: 5846.539551
	Iteration 30Q: 3 clusters Score -1.833656e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128712 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -18336554.000000 Penalty: 5846.539551
	Iteration 31Q: 3 clusters Score -1.833655e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128746 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -18336544.000000 Penalty: 5846.539551
	Iteration 32Q: 3 clusters Score -1.833654e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128774 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -18336556.000000 Penalty: 5846.539551
	Iteration 33Q: 3 clusters Score -1.833656e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128794 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -18336536.000000 Penalty: 5846.539551
	Iteration 34Q: 3 clusters Score -1.833654e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128809 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -18336548.000000 Penalty: 5846.539551
	Iteration 35Q: 3 clusters Score -1.833655e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128824 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -18336550.000000 Penalty: 5846.539551
	Iteration 36Q: 3 clusters Score -1.833655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128835 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -18336562.000000 Penalty: 5846.539551
	Iteration 37Q: 3 clusters Score -1.833656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128844 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -18336564.000000 Penalty: 5846.539551
	Iteration 38Q: 3 clusters Score -1.833656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128850 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -18336580.000000 Penalty: 5846.539551
	Iteration 39Q: 3 clusters Score -1.833658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128857 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -18336572.000000 Penalty: 5846.539551
	Iteration 40F: 3 clusters Score -1.833657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128862 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -18336586.000000 Penalty: 5846.539551
	Iteration 41Q: 3 clusters Score -1.833659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128865 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -18336592.000000 Penalty: 5846.539551
	Iteration 42Q: 3 clusters Score -1.833659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128868 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -18336598.000000 Penalty: 5846.539551
	Iteration 43Q: 3 clusters Score -1.83366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128870 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -18336594.000000 Penalty: 5846.539551
	Iteration 44Q: 3 clusters Score -1.833659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128871 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -18336600.000000 Penalty: 5846.539551
	Iteration 45Q: 3 clusters Score -1.83366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128871 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -18336600.000000 Penalty: 5846.539551
	Iteration 46F: 3 clusters Score -1.83366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -4441134.000000 Penalty: 2569.506348
	Iteration 0F: 2 clusters Score -4441134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -4419554.000000 Penalty: 5139.012695
	Iteration 0F: 3 clusters Score -4419554 nChanged 14296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -4427442.000000 Penalty: 5139.012695
	Iteration 1F: 3 clusters Score -4427442 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -4428050.500000 Penalty: 5139.012695
	Iteration 2Q: 3 clusters Score -4428050 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -4428717.500000 Penalty: 5139.012695
	Iteration 3Q: 3 clusters Score -4428718 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -4429365.500000 Penalty: 5139.012695
	Iteration 4Q: 3 clusters Score -4429366 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -4430106.000000 Penalty: 5139.012695
	Iteration 5Q: 3 clusters Score -4430106 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -4430941.000000 Penalty: 5139.012695
	Iteration 6Q: 3 clusters Score -4430941 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -4431914.500000 Penalty: 5139.012695
	Iteration 7Q: 3 clusters Score -4431914 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -4432899.500000 Penalty: 5139.012695
	Iteration 8Q: 3 clusters Score -4432900 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -4433891.000000 Penalty: 5139.012695
	Iteration 9Q: 3 clusters Score -4433891 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -4434668.500000 Penalty: 5139.012695
	Iteration 10Q: 3 clusters Score -4434668 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -4435254.000000 Penalty: 5139.012695
	Iteration 11Q: 3 clusters Score -4435254 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -4435635.000000 Penalty: 5139.012695
	Iteration 12Q: 3 clusters Score -4435635 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -4435859.000000 Penalty: 5139.012695
	Iteration 13Q: 3 clusters Score -4435859 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -4436041.500000 Penalty: 5139.012695
	Iteration 14Q: 3 clusters Score -4436042 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -4436165.500000 Penalty: 5139.012695
	Iteration 15Q: 3 clusters Score -4436166 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -4436296.000000 Penalty: 5139.012695
	Iteration 16Q: 3 clusters Score -4436296 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -4436404.000000 Penalty: 5139.012695
	Iteration 17Q: 3 clusters Score -4436404 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -4436543.500000 Penalty: 5139.012695
	Iteration 18Q: 3 clusters Score -4436544 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -4436681.000000 Penalty: 5139.012695
	Iteration 19Q: 3 clusters Score -4436681 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -4436805.000000 Penalty: 5139.012695
	Iteration 20F: 3 clusters Score -4436805 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -4436936.000000 Penalty: 5139.012695
	Iteration 21Q: 3 clusters Score -4436936 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -4437090.500000 Penalty: 5139.012695
	Iteration 22Q: 3 clusters Score -4437090 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -4437220.000000 Penalty: 5139.012695
	Iteration 23Q: 3 clusters Score -4437220 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -4437415.500000 Penalty: 5139.012695
	Iteration 24Q: 3 clusters Score -4437416 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4437568.000000 Penalty: 5139.012695
	Iteration 25Q: 3 clusters Score -4437568 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -4437715.000000 Penalty: 5139.012695
	Iteration 26Q: 3 clusters Score -4437715 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -4437865.500000 Penalty: 5139.012695
	Iteration 27Q: 3 clusters Score -4437866 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4438011.500000 Penalty: 5139.012695
	Iteration 28Q: 3 clusters Score -4438012 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4438136.000000 Penalty: 5139.012695
	Iteration 29Q: 3 clusters Score -4438136 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4438256.500000 Penalty: 5139.012695
	Iteration 30Q: 3 clusters Score -4438256 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4438353.000000 Penalty: 5139.012695
	Iteration 31Q: 3 clusters Score -4438353 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4438454.000000 Penalty: 5139.012695
	Iteration 32Q: 3 clusters Score -4438454 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4438528.000000 Penalty: 5139.012695
	Iteration 33Q: 3 clusters Score -4438528 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4438591.000000 Penalty: 5139.012695
	Iteration 34Q: 3 clusters Score -4438591 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4438629.500000 Penalty: 5139.012695
	Iteration 35Q: 3 clusters Score -4438630 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4438663.500000 Penalty: 5139.012695
	Iteration 36Q: 3 clusters Score -4438664 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4438692.000000 Penalty: 5139.012695
	Iteration 37Q: 3 clusters Score -4438692 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4438711.500000 Penalty: 5139.012695
	Iteration 38Q: 3 clusters Score -4438712 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4438733.500000 Penalty: 5139.012695
	Iteration 39Q: 3 clusters Score -4438734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4438764.500000 Penalty: 5139.012695
	Iteration 40F: 3 clusters Score -4438764 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4438782.500000 Penalty: 5139.012695
	Iteration 41Q: 3 clusters Score -4438782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4438793.000000 Penalty: 5139.012695
	Iteration 42Q: 3 clusters Score -4438793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4438815.500000 Penalty: 5139.012695
	Iteration 43Q: 3 clusters Score -4438816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4438844.500000 Penalty: 5139.012695
	Iteration 44Q: 3 clusters Score -4438844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4438864.500000 Penalty: 5139.012695
	Iteration 45Q: 3 clusters Score -4438864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4438881.000000 Penalty: 5139.012695
	Iteration 46Q: 3 clusters Score -4438881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4438888.000000 Penalty: 5139.012695
	Iteration 47Q: 3 clusters Score -4438888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4438908.000000 Penalty: 5139.012695
	Iteration 48Q: 3 clusters Score -4438908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4438914.000000 Penalty: 5139.012695
	Iteration 49Q: 3 clusters Score -4438914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4438915.500000 Penalty: 5139.012695
	Iteration 50Q: 3 clusters Score -4438916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4438926.500000 Penalty: 5139.012695
	Iteration 51Q: 3 clusters Score -4438926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4438934.500000 Penalty: 5139.012695
	Iteration 52Q: 3 clusters Score -4438934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4438932.500000 Penalty: 5139.012695
	Iteration 53Q: 3 clusters Score -4438932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4438933.000000 Penalty: 5139.012695
	Iteration 54Q: 3 clusters Score -4438933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4438935.500000 Penalty: 5139.012695
	Iteration 55Q: 3 clusters Score -4438936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4438935.500000 Penalty: 5139.012695
	Iteration 56F: 3 clusters Score -4438936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Entering Unmasked Estep 
Score: -6279625.500000 Penalty: 2664.741455
	Iteration 0F: 2 clusters Score -6279626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -6248364.000000 Penalty: 5329.482910
	Iteration 0F: 3 clusters Score -6248364 nChanged 21275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -6259885.000000 Penalty: 5329.482910
	Iteration 1F: 3 clusters Score -6259885 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -6260305.500000 Penalty: 5329.482910
	Iteration 2Q: 3 clusters Score -6260306 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -6260749.000000 Penalty: 5329.482910
	Iteration 3Q: 3 clusters Score -6260749 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -6261105.500000 Penalty: 5329.482910
	Iteration 4Q: 3 clusters Score -6261106 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -6261500.500000 Penalty: 5329.482910
	Iteration 5Q: 3 clusters Score -6261500 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -6261810.500000 Penalty: 5329.482910
	Iteration 6Q: 3 clusters Score -6261810 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -6262146.000000 Penalty: 5329.482910
	Iteration 7Q: 3 clusters Score -6262146 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -6262425.000000 Penalty: 5329.482910
	Iteration 8Q: 3 clusters Score -6262425 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -6262721.500000 Penalty: 5329.482910
	Iteration 9Q: 3 clusters Score -6262722 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -6263038.000000 Penalty: 5329.482910
	Iteration 10Q: 3 clusters Score -6263038 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -6263471.500000 Penalty: 5329.482910
	Iteration 11Q: 3 clusters Score -6263472 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -6264095.000000 Penalty: 5329.482910
	Iteration 12Q: 3 clusters Score -6264095 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -6264928.500000 Penalty: 5329.482910
	Iteration 13Q: 3 clusters Score -6264928 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -6266066.000000 Penalty: 5329.482910
	Iteration 14Q: 3 clusters Score -6266066 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -6267488.000000 Penalty: 5329.482910
	Iteration 15Q: 3 clusters Score -6267488 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -6268799.000000 Penalty: 5329.482910
	Iteration 16Q: 3 clusters Score -6268799 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -6269743.000000 Penalty: 5329.482910
	Iteration 17Q: 3 clusters Score -6269743 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -6270394.500000 Penalty: 5329.482910
	Iteration 18Q: 3 clusters Score -6270394 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -6270826.500000 Penalty: 5329.482910
	Iteration 19Q: 3 clusters Score -6270826 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -6271211.000000 Penalty: 5329.482910
	Iteration 20F: 3 clusters Score -6271211 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -6271631.000000 Penalty: 5329.482910
	Iteration 21Q: 3 clusters Score -6271631 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -6272114.500000 Penalty: 5329.482910
	Iteration 22Q: 3 clusters Score -6272114 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -6272616.500000 Penalty: 5329.482910
	Iteration 23Q: 3 clusters Score -6272616 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -6273224.500000 Penalty: 5329.482910
	Iteration 24Q: 3 clusters Score -6273224 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -6273807.500000 Penalty: 5329.482910
	Iteration 25Q: 3 clusters Score -6273808 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -6274392.000000 Penalty: 5329.482910
	Iteration 26Q: 3 clusters Score -6274392 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -6274909.000000 Penalty: 5329.482910
	Iteration 27Q: 3 clusters Score -6274909 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -6275434.000000 Penalty: 5329.482910
	Iteration 28Q: 3 clusters Score -6275434 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -6275888.000000 Penalty: 5329.482910
	Iteration 29Q: 3 clusters Score -6275888 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -6276254.500000 Penalty: 5329.482910
	Iteration 30Q: 3 clusters Score -6276254 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -6276559.500000 Penalty: 5329.482910
	Iteration 31Q: 3 clusters Score -6276560 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -6276842.000000 Penalty: 5329.482910
	Iteration 32Q: 3 clusters Score -6276842 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -6277028.000000 Penalty: 5329.482910
	Iteration 33Q: 3 clusters Score -6277028 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -6277197.000000 Penalty: 5329.482910
	Iteration 34Q: 3 clusters Score -6277197 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -6277281.000000 Penalty: 5329.482910
	Iteration 35Q: 3 clusters Score -6277281 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -6277364.000000 Penalty: 5329.482910
	Iteration 36Q: 3 clusters Score -6277364 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -6277418.000000 Penalty: 5329.482910
	Iteration 37Q: 3 clusters Score -6277418 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -6277448.500000 Penalty: 5329.482910
	Iteration 38Q: 3 clusters Score -6277448 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -6277477.500000 Penalty: 5329.482910
	Iteration 39Q: 3 clusters Score -6277478 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -6277507.500000 Penalty: 5329.482910
	Iteration 40F: 3 clusters Score -6277508 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -6277512.000000 Penalty: 5329.482910
	Iteration 41Q: 3 clusters Score -6277512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -6277527.500000 Penalty: 5329.482910
	Iteration 42Q: 3 clusters Score -6277528 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -6277544.000000 Penalty: 5329.482910
	Iteration 43Q: 3 clusters Score -6277544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -6277559.500000 Penalty: 5329.482910
	Iteration 44Q: 3 clusters Score -6277560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -6277555.000000 Penalty: 5329.482910
	Iteration 45Q: 3 clusters Score -6277555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -6277569.500000 Penalty: 5329.482910
	Iteration 46Q: 3 clusters Score -6277570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -6277569.000000 Penalty: 5329.482910
	Iteration 47Q: 3 clusters Score -6277569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -6277577.000000 Penalty: 5329.482910
	Iteration 48Q: 3 clusters Score -6277577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -6277583.500000 Penalty: 5329.482910
	Iteration 49Q: 3 clusters Score -6277584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -6277597.500000 Penalty: 5329.482910
	Iteration 50Q: 3 clusters Score -6277598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -6277602.000000 Penalty: 5329.482910
	Iteration 51Q: 3 clusters Score -6277602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -6277597.500000 Penalty: 5329.482910
	Iteration 52Q: 3 clusters Score -6277598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -6277601.500000 Penalty: 5329.482910
	Iteration 53Q: 3 clusters Score -6277602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -6277600.000000 Penalty: 5329.482910
	Iteration 54Q: 3 clusters Score -6277600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -6277615.500000 Penalty: 5329.482910
	Iteration 55Q: 3 clusters Score -6277616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -6277614.500000 Penalty: 5329.482910
	Iteration 56Q: 3 clusters Score -6277614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -6277613.000000 Penalty: 5329.482910
	Iteration 57Q: 3 clusters Score -6277613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -6277614.000000 Penalty: 5329.482910
	Iteration 58Q: 3 clusters Score -6277614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -6277617.500000 Penalty: 5329.482910
	Iteration 59Q: 3 clusters Score -6277618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -6277628.000000 Penalty: 5329.482910
	Iteration 60F: 3 clusters Score -6277628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -6277632.000000 Penalty: 5329.482910
	Iteration 61Q: 3 clusters Score -6277632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -6277640.000000 Penalty: 5329.482910
	Iteration 62Q: 3 clusters Score -6277640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -6277643.500000 Penalty: 5329.482910
	Iteration 63Q: 3 clusters Score -6277644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -6277659.500000 Penalty: 5329.482910
	Iteration 64Q: 3 clusters Score -6277660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -6277662.500000 Penalty: 5329.482910
	Iteration 65Q: 3 clusters Score -6277662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -6277655.500000 Penalty: 5329.482910
	Iteration 66Q: 3 clusters Score -6277656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -6277658.000000 Penalty: 5329.482910
	Iteration 67Q: 3 clusters Score -6277658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -6277664.500000 Penalty: 5329.482910
	Iteration 68Q: 3 clusters Score -6277664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -6277667.000000 Penalty: 5329.482910
	Iteration 69Q: 3 clusters Score -6277667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -6277669.000000 Penalty: 5329.482910
	Iteration 70Q: 3 clusters Score -6277669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -6277675.500000 Penalty: 5329.482910
	Iteration 71Q: 3 clusters Score -6277676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -6277666.000000 Penalty: 5329.482910
	Iteration 72Q: 3 clusters Score -6277666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -6277665.500000 Penalty: 5329.482910
	Iteration 73Q: 3 clusters Score -6277666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -6277662.500000 Penalty: 5329.482910
	Iteration 74Q: 3 clusters Score -6277662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -6277659.500000 Penalty: 5329.482910
	Iteration 75Q: 3 clusters Score -6277660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -6277663.500000 Penalty: 5329.482910
	Iteration 76Q: 3 clusters Score -6277664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -6277659.000000 Penalty: 5329.482910
	Iteration 77Q: 3 clusters Score -6277659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -6277659.000000 Penalty: 5329.482910
	Iteration 78F: 3 clusters Score -6277659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Entering Unmasked Estep 
Score: -2444338.250000 Penalty: 2429.204346
	Iteration 0F: 2 clusters Score -2444338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2431738.250000 Penalty: 4858.408691
	Iteration 0F: 3 clusters Score -2431738 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2436401.250000 Penalty: 4858.408691
	Iteration 1F: 3 clusters Score -2436401 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2437149.000000 Penalty: 4858.408691
	Iteration 2F: 3 clusters Score -2437149 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2437865.000000 Penalty: 4858.408691
	Iteration 3F: 3 clusters Score -2437865 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2438541.750000 Penalty: 4858.408691
	Iteration 4F: 3 clusters Score -2438542 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2439233.250000 Penalty: 4858.408691
	Iteration 5F: 3 clusters Score -2439233 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2439877.500000 Penalty: 4858.408691
	Iteration 6F: 3 clusters Score -2439878 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2440469.500000 Penalty: 4858.408691
	Iteration 7Q: 3 clusters Score -2440470 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2440985.500000 Penalty: 4858.408691
	Iteration 8Q: 3 clusters Score -2440986 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2441382.000000 Penalty: 4858.408691
	Iteration 9Q: 3 clusters Score -2441382 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2441617.500000 Penalty: 4858.408691
	Iteration 10Q: 3 clusters Score -2441618 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2441782.750000 Penalty: 4858.408691
	Iteration 11Q: 3 clusters Score -2441783 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2441928.500000 Penalty: 4858.408691
	Iteration 12Q: 3 clusters Score -2441928 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2442038.250000 Penalty: 4858.408691
	Iteration 13Q: 3 clusters Score -2442038 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2442108.500000 Penalty: 4858.408691
	Iteration 14Q: 3 clusters Score -2442108 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2442178.000000 Penalty: 4858.408691
	Iteration 15Q: 3 clusters Score -2442178 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2442247.500000 Penalty: 4858.408691
	Iteration 16Q: 3 clusters Score -2442248 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2442321.500000 Penalty: 4858.408691
	Iteration 17Q: 3 clusters Score -2442322 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2442381.750000 Penalty: 4858.408691
	Iteration 18Q: 3 clusters Score -2442382 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2442451.000000 Penalty: 4858.408691
	Iteration 19Q: 3 clusters Score -2442451 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2442512.500000 Penalty: 4858.408691
	Iteration 20F: 3 clusters Score -2442512 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2442561.250000 Penalty: 4858.408691
	Iteration 21Q: 3 clusters Score -2442561 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2442583.250000 Penalty: 4858.408691
	Iteration 22Q: 3 clusters Score -2442583 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2442612.500000 Penalty: 4858.408691
	Iteration 23Q: 3 clusters Score -2442612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -2442633.750000 Penalty: 4858.408691
	Iteration 24Q: 3 clusters Score -2442634 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2442664.750000 Penalty: 4858.408691
	Iteration 25Q: 3 clusters Score -2442665 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2442687.500000 Penalty: 4858.408691
	Iteration 26Q: 3 clusters Score -2442688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2442712.000000 Penalty: 4858.408691
	Iteration 27Q: 3 clusters Score -2442712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2442719.250000 Penalty: 4858.408691
	Iteration 28Q: 3 clusters Score -2442719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2442729.250000 Penalty: 4858.408691
	Iteration 29Q: 3 clusters Score -2442729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2442731.750000 Penalty: 4858.408691
	Iteration 30Q: 3 clusters Score -2442732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2442739.250000 Penalty: 4858.408691
	Iteration 31Q: 3 clusters Score -2442739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2442747.250000 Penalty: 4858.408691
	Iteration 32Q: 3 clusters Score -2442747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2442756.250000 Penalty: 4858.408691
	Iteration 33Q: 3 clusters Score -2442756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2442757.250000 Penalty: 4858.408691
	Iteration 34Q: 3 clusters Score -2442757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -2442763.500000 Penalty: 4858.408691
	Iteration 35Q: 3 clusters Score -2442764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2442766.250000 Penalty: 4858.408691
	Iteration 36Q: 3 clusters Score -2442766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2442776.500000 Penalty: 4858.408691
	Iteration 37Q: 3 clusters Score -2442776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2442779.750000 Penalty: 4858.408691
	Iteration 38Q: 3 clusters Score -2442780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2442781.000000 Penalty: 4858.408691
	Iteration 39Q: 3 clusters Score -2442781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2442790.000000 Penalty: 4858.408691
	Iteration 40F: 3 clusters Score -2442790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2442793.750000 Penalty: 4858.408691
	Iteration 41Q: 3 clusters Score -2442794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2442794.750000 Penalty: 4858.408691
	Iteration 42Q: 3 clusters Score -2442795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2442800.250000 Penalty: 4858.408691
	Iteration 43Q: 3 clusters Score -2442800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2442798.250000 Penalty: 4858.408691
	Iteration 44Q: 3 clusters Score -2442798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2442798.000000 Penalty: 4858.408691
	Iteration 45Q: 3 clusters Score -2442798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2442802.000000 Penalty: 4858.408691
	Iteration 46Q: 3 clusters Score -2442802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2442802.000000 Penalty: 4858.408691
	Iteration 47F: 3 clusters Score -2442802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (140202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140202 members 
Entering Unmasked Estep 
Score: -19491702.000000 Penalty: 2939.008301
	Iteration 0F: 2 clusters Score -1.94917e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69906 members 
Mstep: Class 2 contains 70296 members 
Entering Unmasked Estep 
Score: -19401252.000000 Penalty: 5878.016602
	Iteration 0F: 3 clusters Score -1.940125e+07 nChanged 66863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68287 members 
Mstep: Class 2 contains 71915 members 
Entering Unmasked Estep 
Score: -19439994.000000 Penalty: 5878.016602
	Iteration 1F: 3 clusters Score -1.943999e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67276 members 
Mstep: Class 2 contains 72926 members 
Entering Unmasked Estep 
Score: -19440958.000000 Penalty: 5878.016602
	Iteration 2Q: 3 clusters Score -1.944096e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65663 members 
Mstep: Class 2 contains 74539 members 
Entering Unmasked Estep 
Score: -19442106.000000 Penalty: 5878.016602
	Iteration 3Q: 3 clusters Score -1.944211e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63225 members 
Mstep: Class 2 contains 76977 members 
Entering Unmasked Estep 
Score: -19443698.000000 Penalty: 5878.016602
	Iteration 4Q: 3 clusters Score -1.94437e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 80614 members 
Entering Unmasked Estep 
Score: -19446050.000000 Penalty: 5878.016602
	Iteration 5Q: 3 clusters Score -1.944605e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54210 members 
Mstep: Class 2 contains 85992 members 
Entering Unmasked Estep 
Score: -19449790.000000 Penalty: 5878.016602
	Iteration 6Q: 3 clusters Score -1.944979e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 93436 members 
Entering Unmasked Estep 
Score: -19455506.000000 Penalty: 5878.016602
	Iteration 7F: 3 clusters Score -1.945551e+07 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 102450 members 
Entering Unmasked Estep 
Score: -19463622.000000 Penalty: 5878.016602
	Iteration 8F: 3 clusters Score -1.946362e+07 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 111814 members 
Entering Unmasked Estep 
Score: -19472620.000000 Penalty: 5878.016602
	Iteration 9F: 3 clusters Score -1.947262e+07 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 119623 members 
Entering Unmasked Estep 
Score: -19479760.000000 Penalty: 5878.016602
	Iteration 10F: 3 clusters Score -1.947976e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 125193 members 
Entering Unmasked Estep 
Score: -19484342.000000 Penalty: 5878.016602
	Iteration 11Q: 3 clusters Score -1.948434e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 128783 members 
Entering Unmasked Estep 
Score: -19486830.000000 Penalty: 5878.016602
	Iteration 12Q: 3 clusters Score -1.948683e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 131170 members 
Entering Unmasked Estep 
Score: -19488192.000000 Penalty: 5878.016602
	Iteration 13Q: 3 clusters Score -1.948819e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 132782 members 
Entering Unmasked Estep 
Score: -19489014.000000 Penalty: 5878.016602
	Iteration 14Q: 3 clusters Score -1.948901e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 133952 members 
Entering Unmasked Estep 
Score: -19489476.000000 Penalty: 5878.016602
	Iteration 15Q: 3 clusters Score -1.948948e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 134791 members 
Entering Unmasked Estep 
Score: -19489724.000000 Penalty: 5878.016602
	Iteration 16Q: 3 clusters Score -1.948972e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 135430 members 
Entering Unmasked Estep 
Score: -19489960.000000 Penalty: 5878.016602
	Iteration 17Q: 3 clusters Score -1.948996e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 135942 members 
Entering Unmasked Estep 
Score: -19490130.000000 Penalty: 5878.016602
	Iteration 18Q: 3 clusters Score -1.949013e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 136313 members 
Entering Unmasked Estep 
Score: -19490148.000000 Penalty: 5878.016602
	Iteration 19Q: 3 clusters Score -1.949015e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 136602 members 
Entering Unmasked Estep 
Score: -19490204.000000 Penalty: 5878.016602
	Iteration 20F: 3 clusters Score -1.94902e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 136825 members 
Entering Unmasked Estep 
Score: -19490202.000000 Penalty: 5878.016602
	Iteration 21Q: 3 clusters Score -1.94902e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 137017 members 
Entering Unmasked Estep 
Score: -19490216.000000 Penalty: 5878.016602
	Iteration 22Q: 3 clusters Score -1.949022e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 137158 members 
Entering Unmasked Estep 
Score: -19490188.000000 Penalty: 5878.016602
	Iteration 23Q: 3 clusters Score -1.949019e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 137282 members 
Entering Unmasked Estep 
Score: -19490198.000000 Penalty: 5878.016602
	Iteration 24Q: 3 clusters Score -1.94902e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 137384 members 
Entering Unmasked Estep 
Score: -19490216.000000 Penalty: 5878.016602
	Iteration 25Q: 3 clusters Score -1.949022e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 137467 members 
Entering Unmasked Estep 
Score: -19490254.000000 Penalty: 5878.016602
	Iteration 26Q: 3 clusters Score -1.949025e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 137548 members 
Entering Unmasked Estep 
Score: -19490262.000000 Penalty: 5878.016602
	Iteration 27Q: 3 clusters Score -1.949026e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 137609 members 
Entering Unmasked Estep 
Score: -19490258.000000 Penalty: 5878.016602
	Iteration 28Q: 3 clusters Score -1.949026e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 137660 members 
Entering Unmasked Estep 
Score: -19490314.000000 Penalty: 5878.016602
	Iteration 29Q: 3 clusters Score -1.949031e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 137719 members 
Entering Unmasked Estep 
Score: -19490298.000000 Penalty: 5878.016602
	Iteration 30Q: 3 clusters Score -1.94903e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 137762 members 
Entering Unmasked Estep 
Score: -19490318.000000 Penalty: 5878.016602
	Iteration 31Q: 3 clusters Score -1.949032e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 137801 members 
Entering Unmasked Estep 
Score: -19490304.000000 Penalty: 5878.016602
	Iteration 32Q: 3 clusters Score -1.94903e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 137827 members 
Entering Unmasked Estep 
Score: -19490326.000000 Penalty: 5878.016602
	Iteration 33Q: 3 clusters Score -1.949033e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 137850 members 
Entering Unmasked Estep 
Score: -19490312.000000 Penalty: 5878.016602
	Iteration 34Q: 3 clusters Score -1.949031e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 137864 members 
Entering Unmasked Estep 
Score: -19490302.000000 Penalty: 5878.016602
	Iteration 35Q: 3 clusters Score -1.94903e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 137878 members 
Entering Unmasked Estep 
Score: -19490282.000000 Penalty: 5878.016602
	Iteration 36Q: 3 clusters Score -1.949028e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 137887 members 
Entering Unmasked Estep 
Score: -19490290.000000 Penalty: 5878.016602
	Iteration 37Q: 3 clusters Score -1.949029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 137895 members 
Entering Unmasked Estep 
Score: -19490274.000000 Penalty: 5878.016602
	Iteration 38Q: 3 clusters Score -1.949027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 137904 members 
Entering Unmasked Estep 
Score: -19490274.000000 Penalty: 5878.016602
	Iteration 39Q: 3 clusters Score -1.949027e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 137914 members 
Entering Unmasked Estep 
Score: -19490272.000000 Penalty: 5878.016602
	Iteration 40F: 3 clusters Score -1.949027e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 137922 members 
Entering Unmasked Estep 
Score: -19490282.000000 Penalty: 5878.016602
	Iteration 41Q: 3 clusters Score -1.949028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 137926 members 
Entering Unmasked Estep 
Score: -19490288.000000 Penalty: 5878.016602
	Iteration 42Q: 3 clusters Score -1.949029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 137929 members 
Entering Unmasked Estep 
Score: -19490290.000000 Penalty: 5878.016602
	Iteration 43Q: 3 clusters Score -1.949029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 137930 members 
Entering Unmasked Estep 
Score: -19490288.000000 Penalty: 5878.016602
	Iteration 44Q: 3 clusters Score -1.949029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 137935 members 
Entering Unmasked Estep 
Score: -19490284.000000 Penalty: 5878.016602
	Iteration 45Q: 3 clusters Score -1.949028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 137938 members 
Entering Unmasked Estep 
Score: -19490274.000000 Penalty: 5878.016602
	Iteration 46Q: 3 clusters Score -1.949027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 137945 members 
Entering Unmasked Estep 
Score: -19490280.000000 Penalty: 5878.016602
	Iteration 47Q: 3 clusters Score -1.949028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 137949 members 
Entering Unmasked Estep 
Score: -19490272.000000 Penalty: 5878.016602
	Iteration 48Q: 3 clusters Score -1.949027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 137959 members 
Entering Unmasked Estep 
Score: -19490284.000000 Penalty: 5878.016602
	Iteration 49Q: 3 clusters Score -1.949028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 137974 members 
Entering Unmasked Estep 
Score: -19490280.000000 Penalty: 5878.016602
	Iteration 50Q: 3 clusters Score -1.949028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 137985 members 
Entering Unmasked Estep 
Score: -19490284.000000 Penalty: 5878.016602
	Iteration 51Q: 3 clusters Score -1.949028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 137993 members 
Entering Unmasked Estep 
Score: -19490264.000000 Penalty: 5878.016602
	Iteration 52Q: 3 clusters Score -1.949026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 138000 members 
Entering Unmasked Estep 
Score: -19490276.000000 Penalty: 5878.016602
	Iteration 53Q: 3 clusters Score -1.949028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 138007 members 
Entering Unmasked Estep 
Score: -19490276.000000 Penalty: 5878.016602
	Iteration 54Q: 3 clusters Score -1.949028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 138011 members 
Entering Unmasked Estep 
Score: -19490270.000000 Penalty: 5878.016602
	Iteration 55Q: 3 clusters Score -1.949027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 138016 members 
Entering Unmasked Estep 
Score: -19490266.000000 Penalty: 5878.016602
	Iteration 56Q: 3 clusters Score -1.949027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 138021 members 
Entering Unmasked Estep 
Score: -19490266.000000 Penalty: 5878.016602
	Iteration 57Q: 3 clusters Score -1.949027e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 138031 members 
Entering Unmasked Estep 
Score: -19490250.000000 Penalty: 5878.016602
	Iteration 58Q: 3 clusters Score -1.949025e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 138043 members 
Entering Unmasked Estep 
Score: -19490260.000000 Penalty: 5878.016602
	Iteration 59Q: 3 clusters Score -1.949026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 138054 members 
Entering Unmasked Estep 
Score: -19490260.000000 Penalty: 5878.016602
	Iteration 60F: 3 clusters Score -1.949026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 138059 members 
Entering Unmasked Estep 
Score: -19490262.000000 Penalty: 5878.016602
	Iteration 61Q: 3 clusters Score -1.949026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 138061 members 
Entering Unmasked Estep 
Score: -19490260.000000 Penalty: 5878.016602
	Iteration 62Q: 3 clusters Score -1.949026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 138064 members 
Entering Unmasked Estep 
Score: -19490260.000000 Penalty: 5878.016602
	Iteration 63Q: 3 clusters Score -1.949026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 138064 members 
Entering Unmasked Estep 
Score: -19490260.000000 Penalty: 5878.016602
	Iteration 64F: 3 clusters Score -1.949026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Entering Unmasked Estep 
Score: -1152210.500000 Penalty: 2247.019531
	Iteration 0F: 2 clusters Score -1152210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1145418.750000 Penalty: 4494.039062
	Iteration 0F: 3 clusters Score -1145419 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1147524.750000 Penalty: 4494.039062
	Iteration 1F: 3 clusters Score -1147525 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1147935.375000 Penalty: 4494.039062
	Iteration 2F: 3 clusters Score -1147935 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1148297.750000 Penalty: 4494.039062
	Iteration 3F: 3 clusters Score -1148298 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1148632.250000 Penalty: 4494.039062
	Iteration 4F: 3 clusters Score -1148632 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1148947.875000 Penalty: 4494.039062
	Iteration 5F: 3 clusters Score -1148948 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1149233.000000 Penalty: 4494.039062
	Iteration 6Q: 3 clusters Score -1149233 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1149461.500000 Penalty: 4494.039062
	Iteration 7Q: 3 clusters Score -1149462 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1149631.250000 Penalty: 4494.039062
	Iteration 8Q: 3 clusters Score -1149631 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1149741.375000 Penalty: 4494.039062
	Iteration 9Q: 3 clusters Score -1149741 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1149849.000000 Penalty: 4494.039062
	Iteration 10Q: 3 clusters Score -1149849 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1149926.125000 Penalty: 4494.039062
	Iteration 11Q: 3 clusters Score -1149926 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1149985.875000 Penalty: 4494.039062
	Iteration 12Q: 3 clusters Score -1149986 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1150028.375000 Penalty: 4494.039062
	Iteration 13Q: 3 clusters Score -1150028 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1150058.250000 Penalty: 4494.039062
	Iteration 14Q: 3 clusters Score -1150058 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1150090.125000 Penalty: 4494.039062
	Iteration 15Q: 3 clusters Score -1150090 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1150114.375000 Penalty: 4494.039062
	Iteration 16Q: 3 clusters Score -1150114 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1150146.500000 Penalty: 4494.039062
	Iteration 17Q: 3 clusters Score -1150146 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1150183.125000 Penalty: 4494.039062
	Iteration 18Q: 3 clusters Score -1150183 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1150217.750000 Penalty: 4494.039062
	Iteration 19Q: 3 clusters Score -1150218 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1150248.125000 Penalty: 4494.039062
	Iteration 20F: 3 clusters Score -1150248 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1150269.625000 Penalty: 4494.039062
	Iteration 21Q: 3 clusters Score -1150270 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1150284.875000 Penalty: 4494.039062
	Iteration 22Q: 3 clusters Score -1150285 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1150306.625000 Penalty: 4494.039062
	Iteration 23Q: 3 clusters Score -1150307 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1150326.875000 Penalty: 4494.039062
	Iteration 24Q: 3 clusters Score -1150327 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1150347.625000 Penalty: 4494.039062
	Iteration 25Q: 3 clusters Score -1150348 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1150365.750000 Penalty: 4494.039062
	Iteration 26Q: 3 clusters Score -1150366 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1150387.750000 Penalty: 4494.039062
	Iteration 27Q: 3 clusters Score -1150388 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1150413.125000 Penalty: 4494.039062
	Iteration 28Q: 3 clusters Score -1150413 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1150448.375000 Penalty: 4494.039062
	Iteration 29Q: 3 clusters Score -1150448 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1150483.875000 Penalty: 4494.039062
	Iteration 30Q: 3 clusters Score -1150484 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1150542.000000 Penalty: 4494.039062
	Iteration 31Q: 3 clusters Score -1150542 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1150621.125000 Penalty: 4494.039062
	Iteration 32Q: 3 clusters Score -1150621 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1150733.750000 Penalty: 4494.039062
	Iteration 33Q: 3 clusters Score -1150734 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1150876.375000 Penalty: 4494.039062
	Iteration 34Q: 3 clusters Score -1150876 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1151010.750000 Penalty: 4494.039062
	Iteration 35Q: 3 clusters Score -1151011 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1151124.000000 Penalty: 4494.039062
	Iteration 36Q: 3 clusters Score -1151124 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1151221.500000 Penalty: 4494.039062
	Iteration 37Q: 3 clusters Score -1151222 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1151315.625000 Penalty: 4494.039062
	Iteration 38Q: 3 clusters Score -1151316 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1151394.250000 Penalty: 4494.039062
	Iteration 39Q: 3 clusters Score -1151394 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1151453.500000 Penalty: 4494.039062
	Iteration 40F: 3 clusters Score -1151454 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1151506.000000 Penalty: 4494.039062
	Iteration 41Q: 3 clusters Score -1151506 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1151569.000000 Penalty: 4494.039062
	Iteration 42Q: 3 clusters Score -1151569 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1151615.500000 Penalty: 4494.039062
	Iteration 43Q: 3 clusters Score -1151616 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1151662.000000 Penalty: 4494.039062
	Iteration 44Q: 3 clusters Score -1151662 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1151697.875000 Penalty: 4494.039062
	Iteration 45Q: 3 clusters Score -1151698 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1151734.125000 Penalty: 4494.039062
	Iteration 46Q: 3 clusters Score -1151734 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1151770.250000 Penalty: 4494.039062
	Iteration 47Q: 3 clusters Score -1151770 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1151795.750000 Penalty: 4494.039062
	Iteration 48Q: 3 clusters Score -1151796 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1151814.500000 Penalty: 4494.039062
	Iteration 49Q: 3 clusters Score -1151814 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1151829.875000 Penalty: 4494.039062
	Iteration 50Q: 3 clusters Score -1151830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1151846.500000 Penalty: 4494.039062
	Iteration 51Q: 3 clusters Score -1151846 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1151855.250000 Penalty: 4494.039062
	Iteration 52Q: 3 clusters Score -1151855 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1151867.625000 Penalty: 4494.039062
	Iteration 53Q: 3 clusters Score -1151868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1151880.500000 Penalty: 4494.039062
	Iteration 54Q: 3 clusters Score -1151880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1151889.375000 Penalty: 4494.039062
	Iteration 55Q: 3 clusters Score -1151889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1151892.625000 Penalty: 4494.039062
	Iteration 56Q: 3 clusters Score -1151893 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1151901.125000 Penalty: 4494.039062
	Iteration 57Q: 3 clusters Score -1151901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1151905.875000 Penalty: 4494.039062
	Iteration 58Q: 3 clusters Score -1151906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1151909.250000 Penalty: 4494.039062
	Iteration 59Q: 3 clusters Score -1151909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1151916.500000 Penalty: 4494.039062
	Iteration 60F: 3 clusters Score -1151916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1151920.875000 Penalty: 4494.039062
	Iteration 61Q: 3 clusters Score -1151921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1151924.625000 Penalty: 4494.039062
	Iteration 62Q: 3 clusters Score -1151925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1151934.125000 Penalty: 4494.039062
	Iteration 63Q: 3 clusters Score -1151934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1151938.875000 Penalty: 4494.039062
	Iteration 64Q: 3 clusters Score -1151939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1151942.000000 Penalty: 4494.039062
	Iteration 65Q: 3 clusters Score -1151942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1151949.625000 Penalty: 4494.039062
	Iteration 66Q: 3 clusters Score -1151950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1151951.125000 Penalty: 4494.039062
	Iteration 67Q: 3 clusters Score -1151951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1151961.625000 Penalty: 4494.039062
	Iteration 68Q: 3 clusters Score -1151962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1151964.250000 Penalty: 4494.039062
	Iteration 69Q: 3 clusters Score -1151964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1151970.125000 Penalty: 4494.039062
	Iteration 70Q: 3 clusters Score -1151970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1151969.625000 Penalty: 4494.039062
	Iteration 71Q: 3 clusters Score -1151970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1151972.500000 Penalty: 4494.039062
	Iteration 72Q: 3 clusters Score -1151972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1151970.500000 Penalty: 4494.039062
	Iteration 73Q: 3 clusters Score -1151970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1151974.750000 Penalty: 4494.039062
	Iteration 74Q: 3 clusters Score -1151975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1151976.250000 Penalty: 4494.039062
	Iteration 75Q: 3 clusters Score -1151976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1151975.875000 Penalty: 4494.039062
	Iteration 76Q: 3 clusters Score -1151976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1151978.750000 Penalty: 4494.039062
	Iteration 77Q: 3 clusters Score -1151979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1151979.750000 Penalty: 4494.039062
	Iteration 78Q: 3 clusters Score -1151980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1151979.000000 Penalty: 4494.039062
	Iteration 79Q: 3 clusters Score -1151979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1151979.375000 Penalty: 4494.039062
	Iteration 80F: 3 clusters Score -1151979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1151980.625000 Penalty: 4494.039062
	Iteration 81Q: 3 clusters Score -1151981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1151979.250000 Penalty: 4494.039062
	Iteration 82Q: 3 clusters Score -1151979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1151979.125000 Penalty: 4494.039062
	Iteration 83Q: 3 clusters Score -1151979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1151981.500000 Penalty: 4494.039062
	Iteration 84Q: 3 clusters Score -1151982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1151978.750000 Penalty: 4494.039062
	Iteration 85Q: 3 clusters Score -1151979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1151980.000000 Penalty: 4494.039062
	Iteration 86Q: 3 clusters Score -1151980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1151983.750000 Penalty: 4494.039062
	Iteration 87Q: 3 clusters Score -1151984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1151982.375000 Penalty: 4494.039062
	Iteration 88Q: 3 clusters Score -1151982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1151984.000000 Penalty: 4494.039062
	Iteration 89Q: 3 clusters Score -1151984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1151984.000000 Penalty: 4494.039062
	Iteration 90Q: 3 clusters Score -1151984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1151981.750000 Penalty: 4494.039062
	Iteration 91Q: 3 clusters Score -1151982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1151982.250000 Penalty: 4494.039062
	Iteration 92Q: 3 clusters Score -1151982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1151980.625000 Penalty: 4494.039062
	Iteration 93Q: 3 clusters Score -1151981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1151983.250000 Penalty: 4494.039062
	Iteration 94Q: 3 clusters Score -1151983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1151983.250000 Penalty: 4494.039062
	Iteration 95F: 3 clusters Score -1151983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Entering Unmasked Estep 
Score: -2759767.500000 Penalty: 2470.468750
	Iteration 0F: 2 clusters Score -2759768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2744978.000000 Penalty: 4940.937500
	Iteration 0F: 3 clusters Score -2744978 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2750145.500000 Penalty: 4940.937500
	Iteration 1F: 3 clusters Score -2750146 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2750632.000000 Penalty: 4940.937500
	Iteration 2F: 3 clusters Score -2750632 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2751074.250000 Penalty: 4940.937500
	Iteration 3F: 3 clusters Score -2751074 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2751491.000000 Penalty: 4940.937500
	Iteration 4Q: 3 clusters Score -2751491 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2751957.250000 Penalty: 4940.937500
	Iteration 5Q: 3 clusters Score -2751957 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2752535.000000 Penalty: 4940.937500
	Iteration 6Q: 3 clusters Score -2752535 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2753277.250000 Penalty: 4940.937500
	Iteration 7Q: 3 clusters Score -2753277 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2754152.750000 Penalty: 4940.937500
	Iteration 8F: 3 clusters Score -2754153 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2755077.250000 Penalty: 4940.937500
	Iteration 9F: 3 clusters Score -2755077 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2755989.750000 Penalty: 4940.937500
	Iteration 10F: 3 clusters Score -2755990 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2756792.250000 Penalty: 4940.937500
	Iteration 11Q: 3 clusters Score -2756792 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2757382.750000 Penalty: 4940.937500
	Iteration 12Q: 3 clusters Score -2757383 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2757765.000000 Penalty: 4940.937500
	Iteration 13Q: 3 clusters Score -2757765 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2758017.000000 Penalty: 4940.937500
	Iteration 14Q: 3 clusters Score -2758017 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -2758197.250000 Penalty: 4940.937500
	Iteration 15Q: 3 clusters Score -2758197 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2758371.500000 Penalty: 4940.937500
	Iteration 16Q: 3 clusters Score -2758372 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2758507.750000 Penalty: 4940.937500
	Iteration 17Q: 3 clusters Score -2758508 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2758587.750000 Penalty: 4940.937500
	Iteration 18Q: 3 clusters Score -2758588 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2758659.750000 Penalty: 4940.937500
	Iteration 19Q: 3 clusters Score -2758660 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2758708.750000 Penalty: 4940.937500
	Iteration 20F: 3 clusters Score -2758709 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2758772.750000 Penalty: 4940.937500
	Iteration 21Q: 3 clusters Score -2758773 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2758836.250000 Penalty: 4940.937500
	Iteration 22Q: 3 clusters Score -2758836 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2758880.000000 Penalty: 4940.937500
	Iteration 23Q: 3 clusters Score -2758880 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2758950.000000 Penalty: 4940.937500
	Iteration 24Q: 3 clusters Score -2758950 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2759012.250000 Penalty: 4940.937500
	Iteration 25Q: 3 clusters Score -2759012 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2759099.750000 Penalty: 4940.937500
	Iteration 26Q: 3 clusters Score -2759100 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2759173.250000 Penalty: 4940.937500
	Iteration 27Q: 3 clusters Score -2759173 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2759233.500000 Penalty: 4940.937500
	Iteration 28Q: 3 clusters Score -2759234 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2759288.750000 Penalty: 4940.937500
	Iteration 29Q: 3 clusters Score -2759289 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -2759329.500000 Penalty: 4940.937500
	Iteration 30Q: 3 clusters Score -2759330 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2759345.250000 Penalty: 4940.937500
	Iteration 31Q: 3 clusters Score -2759345 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -2759361.000000 Penalty: 4940.937500
	Iteration 32Q: 3 clusters Score -2759361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2759376.500000 Penalty: 4940.937500
	Iteration 33Q: 3 clusters Score -2759376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2759381.750000 Penalty: 4940.937500
	Iteration 34Q: 3 clusters Score -2759382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2759387.250000 Penalty: 4940.937500
	Iteration 35Q: 3 clusters Score -2759387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2759392.250000 Penalty: 4940.937500
	Iteration 36Q: 3 clusters Score -2759392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2759399.250000 Penalty: 4940.937500
	Iteration 37Q: 3 clusters Score -2759399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2759400.250000 Penalty: 4940.937500
	Iteration 38Q: 3 clusters Score -2759400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2759399.000000 Penalty: 4940.937500
	Iteration 39Q: 3 clusters Score -2759399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2759395.250000 Penalty: 4940.937500
	Iteration 40F: 3 clusters Score -2759395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2759400.000000 Penalty: 4940.937500
	Iteration 41Q: 3 clusters Score -2759400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2759396.500000 Penalty: 4940.937500
	Iteration 42Q: 3 clusters Score -2759396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2759396.500000 Penalty: 4940.937500
	Iteration 43F: 3 clusters Score -2759396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (51357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Entering Unmasked Estep 
Score: -7216012.000000 Penalty: 2689.946045
	Iteration 0F: 2 clusters Score -7216012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -7181275.000000 Penalty: 5379.892090
	Iteration 0F: 3 clusters Score -7181275 nChanged 23913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -7194387.000000 Penalty: 5379.892090
	Iteration 1F: 3 clusters Score -7194387 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -7194851.000000 Penalty: 5379.892090
	Iteration 2Q: 3 clusters Score -7194851 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -7195279.000000 Penalty: 5379.892090
	Iteration 3Q: 3 clusters Score -7195279 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -7195717.000000 Penalty: 5379.892090
	Iteration 4Q: 3 clusters Score -7195717 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -7196239.500000 Penalty: 5379.892090
	Iteration 5Q: 3 clusters Score -7196240 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -7196945.500000 Penalty: 5379.892090
	Iteration 6Q: 3 clusters Score -7196946 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -7197839.000000 Penalty: 5379.892090
	Iteration 7Q: 3 clusters Score -7197839 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -7199069.500000 Penalty: 5379.892090
	Iteration 8Q: 3 clusters Score -7199070 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -7200841.500000 Penalty: 5379.892090
	Iteration 9F: 3 clusters Score -7200842 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -7203316.500000 Penalty: 5379.892090
	Iteration 10F: 3 clusters Score -7203316 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -7206300.500000 Penalty: 5379.892090
	Iteration 11F: 3 clusters Score -7206300 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -7209019.500000 Penalty: 5379.892090
	Iteration 12F: 3 clusters Score -7209020 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -7210839.000000 Penalty: 5379.892090
	Iteration 13Q: 3 clusters Score -7210839 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -7211611.500000 Penalty: 5379.892090
	Iteration 14Q: 3 clusters Score -7211612 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -7212045.000000 Penalty: 5379.892090
	Iteration 15Q: 3 clusters Score -7212045 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -7212353.500000 Penalty: 5379.892090
	Iteration 16Q: 3 clusters Score -7212354 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -7212623.000000 Penalty: 5379.892090
	Iteration 17Q: 3 clusters Score -7212623 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -7212826.000000 Penalty: 5379.892090
	Iteration 18Q: 3 clusters Score -7212826 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -7212985.500000 Penalty: 5379.892090
	Iteration 19Q: 3 clusters Score -7212986 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -7213121.000000 Penalty: 5379.892090
	Iteration 20F: 3 clusters Score -7213121 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -7213250.000000 Penalty: 5379.892090
	Iteration 21Q: 3 clusters Score -7213250 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -7213353.000000 Penalty: 5379.892090
	Iteration 22Q: 3 clusters Score -7213353 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -7213453.000000 Penalty: 5379.892090
	Iteration 23Q: 3 clusters Score -7213453 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -7213551.500000 Penalty: 5379.892090
	Iteration 24Q: 3 clusters Score -7213552 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -7213611.000000 Penalty: 5379.892090
	Iteration 25Q: 3 clusters Score -7213611 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48406 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -7213667.000000 Penalty: 5379.892090
	Iteration 26Q: 3 clusters Score -7213667 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -7213705.500000 Penalty: 5379.892090
	Iteration 27Q: 3 clusters Score -7213706 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -7213785.000000 Penalty: 5379.892090
	Iteration 28Q: 3 clusters Score -7213785 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -7213847.500000 Penalty: 5379.892090
	Iteration 29Q: 3 clusters Score -7213848 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -7213873.500000 Penalty: 5379.892090
	Iteration 30Q: 3 clusters Score -7213874 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -7213908.000000 Penalty: 5379.892090
	Iteration 31Q: 3 clusters Score -7213908 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -7213955.000000 Penalty: 5379.892090
	Iteration 32Q: 3 clusters Score -7213955 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -7214002.500000 Penalty: 5379.892090
	Iteration 33Q: 3 clusters Score -7214002 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -7214042.000000 Penalty: 5379.892090
	Iteration 34Q: 3 clusters Score -7214042 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -7214052.000000 Penalty: 5379.892090
	Iteration 35Q: 3 clusters Score -7214052 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49556 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -7214083.500000 Penalty: 5379.892090
	Iteration 36Q: 3 clusters Score -7214084 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49607 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -7214110.000000 Penalty: 5379.892090
	Iteration 37Q: 3 clusters Score -7214110 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49666 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7214140.500000 Penalty: 5379.892090
	Iteration 38Q: 3 clusters Score -7214140 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -7214164.000000 Penalty: 5379.892090
	Iteration 39Q: 3 clusters Score -7214164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7214176.000000 Penalty: 5379.892090
	Iteration 40F: 3 clusters Score -7214176 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -7214199.000000 Penalty: 5379.892090
	Iteration 41Q: 3 clusters Score -7214199 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49838 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -7214215.500000 Penalty: 5379.892090
	Iteration 42Q: 3 clusters Score -7214216 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7214248.500000 Penalty: 5379.892090
	Iteration 43Q: 3 clusters Score -7214248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -7214256.000000 Penalty: 5379.892090
	Iteration 44Q: 3 clusters Score -7214256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -7214271.000000 Penalty: 5379.892090
	Iteration 45Q: 3 clusters Score -7214271 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7214286.000000 Penalty: 5379.892090
	Iteration 46Q: 3 clusters Score -7214286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7214283.000000 Penalty: 5379.892090
	Iteration 47Q: 3 clusters Score -7214283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -7214298.000000 Penalty: 5379.892090
	Iteration 48Q: 3 clusters Score -7214298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -7214306.500000 Penalty: 5379.892090
	Iteration 49Q: 3 clusters Score -7214306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -7214312.000000 Penalty: 5379.892090
	Iteration 50Q: 3 clusters Score -7214312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -7214313.500000 Penalty: 5379.892090
	Iteration 51Q: 3 clusters Score -7214314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7214306.500000 Penalty: 5379.892090
	Iteration 52Q: 3 clusters Score -7214306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -7214308.000000 Penalty: 5379.892090
	Iteration 53Q: 3 clusters Score -7214308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -7214310.500000 Penalty: 5379.892090
	Iteration 54Q: 3 clusters Score -7214310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50096 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7214303.500000 Penalty: 5379.892090
	Iteration 55Q: 3 clusters Score -7214304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50096 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7214303.500000 Penalty: 5379.892090
	Iteration 56F: 3 clusters Score -7214304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -75562.882812 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -75562.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -73996.671875 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -73996.67 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -74284.921875 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -74284.92 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74443.656250 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -74443.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74586.890625 Penalty: 3174.527832
	Iteration 3F: 3 clusters Score -74586.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74714.070312 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -74714.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74797.179688 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -74797.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74816.195312 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -74816.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74830.187500 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -74830.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74837.320312 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -74837.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74845.859375 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -74845.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -74854.390625 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -74854.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74862.804688 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -74862.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74875.070312 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -74875.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74892.742188 Penalty: 3174.527832
	Iteration 13Q: 3 clusters Score -74892.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -74908.625000 Penalty: 3174.527832
	Iteration 14Q: 3 clusters Score -74908.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -74922.507812 Penalty: 3174.527832
	Iteration 15Q: 3 clusters Score -74922.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -74932.765625 Penalty: 3174.527832
	Iteration 16Q: 3 clusters Score -74932.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -74937.148438 Penalty: 3174.527832
	Iteration 17Q: 3 clusters Score -74937.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -74945.421875 Penalty: 3174.527832
	Iteration 18Q: 3 clusters Score -74945.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -74955.750000 Penalty: 3174.527832
	Iteration 19Q: 3 clusters Score -74955.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74967.773438 Penalty: 3174.527832
	Iteration 20F: 3 clusters Score -74967.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74987.921875 Penalty: 3174.527832
	Iteration 21Q: 3 clusters Score -74987.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -74995.218750 Penalty: 3174.527832
	Iteration 22Q: 3 clusters Score -74995.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74998.539062 Penalty: 3174.527832
	Iteration 23Q: 3 clusters Score -74998.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -75007.445312 Penalty: 3174.527832
	Iteration 24Q: 3 clusters Score -75007.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -75017.156250 Penalty: 3174.527832
	Iteration 25Q: 3 clusters Score -75017.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75027.875000 Penalty: 3174.527832
	Iteration 26Q: 3 clusters Score -75027.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -75043.578125 Penalty: 3174.527832
	Iteration 27Q: 3 clusters Score -75043.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -75060.429688 Penalty: 3174.527832
	Iteration 28Q: 3 clusters Score -75060.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -75079.070312 Penalty: 3174.527832
	Iteration 29Q: 3 clusters Score -75079.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -75111.726562 Penalty: 3174.527832
	Iteration 30Q: 3 clusters Score -75111.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -75140.789062 Penalty: 3174.527832
	Iteration 31Q: 3 clusters Score -75140.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -75184.226562 Penalty: 3174.527832
	Iteration 32Q: 3 clusters Score -75184.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75212.187500 Penalty: 3174.527832
	Iteration 33Q: 3 clusters Score -75212.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75243.960938 Penalty: 3174.527832
	Iteration 34Q: 3 clusters Score -75243.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -75356.742188 Penalty: 3174.527832
	Iteration 35Q: 3 clusters Score -75356.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -75477.570312 Penalty: 3174.527832
	Iteration 36Q: 3 clusters Score -75477.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -75702.367188 Penalty: 3174.527832
	Iteration 37Q: 3 clusters Score -75702.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -75741.070312 Penalty: 3174.527832
	Iteration 38Q: 3 clusters Score -75741.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -75750.671875 Penalty: 3174.527832
	Iteration 39Q: 3 clusters Score -75750.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -75750.671875 Penalty: 3174.527832
	Iteration 40F: 3 clusters Score -75750.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2672 members 
Mstep: Class 3 contains 135131 members 
Mstep: Class 4 contains 7632 members 
Mstep: Class 5 contains 131581 members 
Mstep: Class 6 contains 31600 members 
Mstep: Class 7 contains 46394 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 140202 members 
Mstep: Class 10 contains 8609 members 
Mstep: Class 11 contains 21196 members 
Mstep: Class 12 contains 51357 members 
Mstep: Class 13 contains 261 members 
Mstep: Class 14 contains 26531 members 
Mstep: Class 15 contains 49025 members 
Mstep: Class 16 contains 8505 members 
Mstep: Class 17 contains 5580 members 
Mstep: Class 18 contains 7835 members 
Mstep: Class 19 contains 43756 members 
Mstep: Class 20 contains 137843 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33563 members 
Mstep: Class 23 contains 5958 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28812 members 
Mstep: Class 26 contains 6478 members 
Mstep: Class 27 contains 5416 members 
Mstep: Class 28 contains 15378 members 
Mstep: Class 29 contains 66692 members 
Mstep: Class 30 contains 927 members 
Mstep: Class 31 contains 7847 members 
Mstep: Class 32 contains 1254 members 
Mstep: Class 33 contains 341 members 
Entering Unmasked Estep 
Score: -142944848.000000 Penalty: 113492.750000
Splitting cluster 13 changes total score from -142946688.000000 to -142944848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (26531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Entering Unmasked Estep 
Score: -3623843.250000 Penalty: 2526.145264
	Iteration 0F: 2 clusters Score -3623843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -3605426.750000 Penalty: 5052.290527
	Iteration 0F: 3 clusters Score -3605427 nChanged 12015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -3612063.750000 Penalty: 5052.290527
	Iteration 1F: 3 clusters Score -3612064 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -3612563.000000 Penalty: 5052.290527
	Iteration 2F: 3 clusters Score -3612563 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -3613061.250000 Penalty: 5052.290527
	Iteration 3Q: 3 clusters Score -3613061 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -3613575.500000 Penalty: 5052.290527
	Iteration 4Q: 3 clusters Score -3613576 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -3614233.000000 Penalty: 5052.290527
	Iteration 5Q: 3 clusters Score -3614233 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -3615087.750000 Penalty: 5052.290527
	Iteration 6F: 3 clusters Score -3615088 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -3616211.750000 Penalty: 5052.290527
	Iteration 7F: 3 clusters Score -3616212 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3617464.000000 Penalty: 5052.290527
	Iteration 8F: 3 clusters Score -3617464 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -3618468.250000 Penalty: 5052.290527
	Iteration 9F: 3 clusters Score -3618468 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -3619182.250000 Penalty: 5052.290527
	Iteration 10Q: 3 clusters Score -3619182 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -3619612.750000 Penalty: 5052.290527
	Iteration 11Q: 3 clusters Score -3619613 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -3619882.000000 Penalty: 5052.290527
	Iteration 12Q: 3 clusters Score -3619882 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -3620033.500000 Penalty: 5052.290527
	Iteration 13Q: 3 clusters Score -3620034 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -3620195.250000 Penalty: 5052.290527
	Iteration 14Q: 3 clusters Score -3620195 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -3620329.500000 Penalty: 5052.290527
	Iteration 15Q: 3 clusters Score -3620330 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -3620418.250000 Penalty: 5052.290527
	Iteration 16Q: 3 clusters Score -3620418 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -3620515.500000 Penalty: 5052.290527
	Iteration 17Q: 3 clusters Score -3620516 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -3620606.500000 Penalty: 5052.290527
	Iteration 18Q: 3 clusters Score -3620606 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -3620712.000000 Penalty: 5052.290527
	Iteration 19Q: 3 clusters Score -3620712 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -3620825.000000 Penalty: 5052.290527
	Iteration 20F: 3 clusters Score -3620825 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -3620967.500000 Penalty: 5052.290527
	Iteration 21Q: 3 clusters Score -3620968 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -3621103.250000 Penalty: 5052.290527
	Iteration 22Q: 3 clusters Score -3621103 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -3621303.250000 Penalty: 5052.290527
	Iteration 23Q: 3 clusters Score -3621303 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -3621457.750000 Penalty: 5052.290527
	Iteration 24Q: 3 clusters Score -3621458 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -3621603.750000 Penalty: 5052.290527
	Iteration 25Q: 3 clusters Score -3621604 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -3621730.500000 Penalty: 5052.290527
	Iteration 26Q: 3 clusters Score -3621730 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -3621835.500000 Penalty: 5052.290527
	Iteration 27Q: 3 clusters Score -3621836 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -3621924.000000 Penalty: 5052.290527
	Iteration 28Q: 3 clusters Score -3621924 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -3622024.750000 Penalty: 5052.290527
	Iteration 29Q: 3 clusters Score -3622025 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -3622134.250000 Penalty: 5052.290527
	Iteration 30Q: 3 clusters Score -3622134 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -3622223.750000 Penalty: 5052.290527
	Iteration 31Q: 3 clusters Score -3622224 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -3622273.500000 Penalty: 5052.290527
	Iteration 32Q: 3 clusters Score -3622274 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3622315.750000 Penalty: 5052.290527
	Iteration 33Q: 3 clusters Score -3622316 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3622366.250000 Penalty: 5052.290527
	Iteration 34Q: 3 clusters Score -3622366 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -3622394.000000 Penalty: 5052.290527
	Iteration 35Q: 3 clusters Score -3622394 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -3622434.750000 Penalty: 5052.290527
	Iteration 36Q: 3 clusters Score -3622435 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -3622460.500000 Penalty: 5052.290527
	Iteration 37Q: 3 clusters Score -3622460 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3622477.250000 Penalty: 5052.290527
	Iteration 38Q: 3 clusters Score -3622477 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -3622499.500000 Penalty: 5052.290527
	Iteration 39Q: 3 clusters Score -3622500 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -3622530.250000 Penalty: 5052.290527
	Iteration 40F: 3 clusters Score -3622530 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -3622567.250000 Penalty: 5052.290527
	Iteration 41Q: 3 clusters Score -3622567 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -3622612.500000 Penalty: 5052.290527
	Iteration 42Q: 3 clusters Score -3622612 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -3622658.750000 Penalty: 5052.290527
	Iteration 43Q: 3 clusters Score -3622659 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -3622714.250000 Penalty: 5052.290527
	Iteration 44Q: 3 clusters Score -3622714 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -3622761.250000 Penalty: 5052.290527
	Iteration 45Q: 3 clusters Score -3622761 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -3622804.000000 Penalty: 5052.290527
	Iteration 46Q: 3 clusters Score -3622804 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -3622845.250000 Penalty: 5052.290527
	Iteration 47Q: 3 clusters Score -3622845 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3622886.500000 Penalty: 5052.290527
	Iteration 48Q: 3 clusters Score -3622886 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -3622914.500000 Penalty: 5052.290527
	Iteration 49Q: 3 clusters Score -3622914 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -3622956.000000 Penalty: 5052.290527
	Iteration 50Q: 3 clusters Score -3622956 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -3622983.000000 Penalty: 5052.290527
	Iteration 51Q: 3 clusters Score -3622983 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -3622997.500000 Penalty: 5052.290527
	Iteration 52Q: 3 clusters Score -3622998 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -3623012.500000 Penalty: 5052.290527
	Iteration 53Q: 3 clusters Score -3623012 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -3623035.000000 Penalty: 5052.290527
	Iteration 54Q: 3 clusters Score -3623035 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -3623042.500000 Penalty: 5052.290527
	Iteration 55Q: 3 clusters Score -3623042 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -3623056.750000 Penalty: 5052.290527
	Iteration 56Q: 3 clusters Score -3623057 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -3623061.750000 Penalty: 5052.290527
	Iteration 57Q: 3 clusters Score -3623062 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -3623095.000000 Penalty: 5052.290527
	Iteration 58Q: 3 clusters Score -3623095 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -3623101.750000 Penalty: 5052.290527
	Iteration 59Q: 3 clusters Score -3623102 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -3623115.500000 Penalty: 5052.290527
	Iteration 60F: 3 clusters Score -3623116 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -3623128.000000 Penalty: 5052.290527
	Iteration 61Q: 3 clusters Score -3623128 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -3623144.750000 Penalty: 5052.290527
	Iteration 62Q: 3 clusters Score -3623145 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -3623152.500000 Penalty: 5052.290527
	Iteration 63Q: 3 clusters Score -3623152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -3623158.750000 Penalty: 5052.290527
	Iteration 64Q: 3 clusters Score -3623159 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -3623164.750000 Penalty: 5052.290527
	Iteration 65Q: 3 clusters Score -3623165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -3623166.250000 Penalty: 5052.290527
	Iteration 66Q: 3 clusters Score -3623166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -3623163.500000 Penalty: 5052.290527
	Iteration 67Q: 3 clusters Score -3623164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -3623167.500000 Penalty: 5052.290527
	Iteration 68Q: 3 clusters Score -3623168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -3623172.500000 Penalty: 5052.290527
	Iteration 69Q: 3 clusters Score -3623172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -3623170.000000 Penalty: 5052.290527
	Iteration 70Q: 3 clusters Score -3623170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -3623169.500000 Penalty: 5052.290527
	Iteration 71Q: 3 clusters Score -3623170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -3623174.000000 Penalty: 5052.290527
	Iteration 72Q: 3 clusters Score -3623174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -3623178.750000 Penalty: 5052.290527
	Iteration 73Q: 3 clusters Score -3623179 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -3623181.500000 Penalty: 5052.290527
	Iteration 74Q: 3 clusters Score -3623182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -3623190.500000 Penalty: 5052.290527
	Iteration 75Q: 3 clusters Score -3623190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -3623186.250000 Penalty: 5052.290527
	Iteration 76Q: 3 clusters Score -3623186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -3623188.000000 Penalty: 5052.290527
	Iteration 77Q: 3 clusters Score -3623188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -3623200.500000 Penalty: 5052.290527
	Iteration 78Q: 3 clusters Score -3623200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -3623205.250000 Penalty: 5052.290527
	Iteration 79Q: 3 clusters Score -3623205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -3623201.500000 Penalty: 5052.290527
	Iteration 80F: 3 clusters Score -3623202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -3623199.000000 Penalty: 5052.290527
	Iteration 81Q: 3 clusters Score -3623199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -3623199.750000 Penalty: 5052.290527
	Iteration 82Q: 3 clusters Score -3623200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -3623201.750000 Penalty: 5052.290527
	Iteration 83Q: 3 clusters Score -3623202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -3623201.000000 Penalty: 5052.290527
	Iteration 84Q: 3 clusters Score -3623201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -3623203.250000 Penalty: 5052.290527
	Iteration 85Q: 3 clusters Score -3623203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -3623203.000000 Penalty: 5052.290527
	Iteration 86Q: 3 clusters Score -3623203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -3623204.000000 Penalty: 5052.290527
	Iteration 87Q: 3 clusters Score -3623204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -3623202.000000 Penalty: 5052.290527
	Iteration 88Q: 3 clusters Score -3623202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -3623203.500000 Penalty: 5052.290527
	Iteration 89Q: 3 clusters Score -3623204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -3623202.500000 Penalty: 5052.290527
	Iteration 90Q: 3 clusters Score -3623202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -3623198.250000 Penalty: 5052.290527
	Iteration 91Q: 3 clusters Score -3623198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -3623201.500000 Penalty: 5052.290527
	Iteration 92Q: 3 clusters Score -3623202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -3623199.000000 Penalty: 5052.290527
	Iteration 93Q: 3 clusters Score -3623199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -3623201.500000 Penalty: 5052.290527
	Iteration 94Q: 3 clusters Score -3623202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -3623196.750000 Penalty: 5052.290527
	Iteration 95Q: 3 clusters Score -3623197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -3623195.500000 Penalty: 5052.290527
	Iteration 96Q: 3 clusters Score -3623196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -3623193.250000 Penalty: 5052.290527
	Iteration 97Q: 3 clusters Score -3623193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -3623197.500000 Penalty: 5052.290527
	Iteration 98Q: 3 clusters Score -3623198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -3623199.750000 Penalty: 5052.290527
	Iteration 99Q: 3 clusters Score -3623200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -3623200.250000 Penalty: 5052.290527
	Iteration 100F: 3 clusters Score -3623200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3623206.750000 Penalty: 5052.290527
	Iteration 101Q: 3 clusters Score -3623207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -3623212.000000 Penalty: 5052.290527
	Iteration 102Q: 3 clusters Score -3623212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -3623215.750000 Penalty: 5052.290527
	Iteration 103Q: 3 clusters Score -3623216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -3623215.000000 Penalty: 5052.290527
	Iteration 104Q: 3 clusters Score -3623215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -3623216.000000 Penalty: 5052.290527
	Iteration 105Q: 3 clusters Score -3623216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -3623212.250000 Penalty: 5052.290527
	Iteration 106Q: 3 clusters Score -3623212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -3623216.000000 Penalty: 5052.290527
	Iteration 107Q: 3 clusters Score -3623216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -3623218.000000 Penalty: 5052.290527
	Iteration 108Q: 3 clusters Score -3623218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -3623223.250000 Penalty: 5052.290527
	Iteration 109Q: 3 clusters Score -3623223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -3623224.750000 Penalty: 5052.290527
	Iteration 110Q: 3 clusters Score -3623225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -3623224.000000 Penalty: 5052.290527
	Iteration 111Q: 3 clusters Score -3623224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -3623218.250000 Penalty: 5052.290527
	Iteration 112Q: 3 clusters Score -3623218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -3623217.500000 Penalty: 5052.290527
	Iteration 113Q: 3 clusters Score -3623218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -3623223.000000 Penalty: 5052.290527
	Iteration 114Q: 3 clusters Score -3623223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -3623223.000000 Penalty: 5052.290527
	Iteration 115F: 3 clusters Score -3623223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Entering Unmasked Estep 
Score: -6944808.500000 Penalty: 2678.421387
	Iteration 0F: 2 clusters Score -6944808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -6911627.500000 Penalty: 5356.842773
	Iteration 0F: 3 clusters Score -6911628 nChanged 22762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -6924160.000000 Penalty: 5356.842773
	Iteration 1F: 3 clusters Score -6924160 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -6924637.500000 Penalty: 5356.842773
	Iteration 2Q: 3 clusters Score -6924638 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -6925075.500000 Penalty: 5356.842773
	Iteration 3Q: 3 clusters Score -6925076 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -6925494.500000 Penalty: 5356.842773
	Iteration 4Q: 3 clusters Score -6925494 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -6925821.500000 Penalty: 5356.842773
	Iteration 5Q: 3 clusters Score -6925822 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -6926352.500000 Penalty: 5356.842773
	Iteration 6Q: 3 clusters Score -6926352 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -6927146.000000 Penalty: 5356.842773
	Iteration 7Q: 3 clusters Score -6927146 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -6928320.000000 Penalty: 5356.842773
	Iteration 8Q: 3 clusters Score -6928320 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -6930430.000000 Penalty: 5356.842773
	Iteration 9F: 3 clusters Score -6930430 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -6933465.000000 Penalty: 5356.842773
	Iteration 10F: 3 clusters Score -6933465 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -6937159.500000 Penalty: 5356.842773
	Iteration 11F: 3 clusters Score -6937160 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -6940012.000000 Penalty: 5356.842773
	Iteration 12F: 3 clusters Score -6940012 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6941465.500000 Penalty: 5356.842773
	Iteration 13Q: 3 clusters Score -6941466 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48598 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6941990.000000 Penalty: 5356.842773
	Iteration 14Q: 3 clusters Score -6941990 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6942195.500000 Penalty: 5356.842773
	Iteration 15Q: 3 clusters Score -6942196 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6942292.500000 Penalty: 5356.842773
	Iteration 16Q: 3 clusters Score -6942292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6942335.000000 Penalty: 5356.842773
	Iteration 17Q: 3 clusters Score -6942335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48826 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6942365.000000 Penalty: 5356.842773
	Iteration 18Q: 3 clusters Score -6942365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48830 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6942381.000000 Penalty: 5356.842773
	Iteration 19Q: 3 clusters Score -6942381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6942383.000000 Penalty: 5356.842773
	Iteration 20F: 3 clusters Score -6942383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6942389.500000 Penalty: 5356.842773
	Iteration 21Q: 3 clusters Score -6942390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6942396.500000 Penalty: 5356.842773
	Iteration 22Q: 3 clusters Score -6942396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6942414.000000 Penalty: 5356.842773
	Iteration 23Q: 3 clusters Score -6942414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -6942416.000000 Penalty: 5356.842773
	Iteration 24Q: 3 clusters Score -6942416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6942414.500000 Penalty: 5356.842773
	Iteration 25Q: 3 clusters Score -6942414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6942419.000000 Penalty: 5356.842773
	Iteration 26Q: 3 clusters Score -6942419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6942427.000000 Penalty: 5356.842773
	Iteration 27Q: 3 clusters Score -6942427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -6942428.500000 Penalty: 5356.842773
	Iteration 28Q: 3 clusters Score -6942428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -6942428.500000 Penalty: 5356.842773
	Iteration 29F: 3 clusters Score -6942428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Entering Unmasked Estep 
Score: -1144113.750000 Penalty: 2244.005615
	Iteration 0F: 2 clusters Score -1144114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1137449.500000 Penalty: 4488.011230
	Iteration 0F: 3 clusters Score -1137450 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1139483.750000 Penalty: 4488.011230
	Iteration 1F: 3 clusters Score -1139484 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1140030.125000 Penalty: 4488.011230
	Iteration 2F: 3 clusters Score -1140030 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1140593.250000 Penalty: 4488.011230
	Iteration 3F: 3 clusters Score -1140593 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1141245.125000 Penalty: 4488.011230
	Iteration 4F: 3 clusters Score -1141245 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1141851.875000 Penalty: 4488.011230
	Iteration 5F: 3 clusters Score -1141852 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1142221.875000 Penalty: 4488.011230
	Iteration 6F: 3 clusters Score -1142222 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1142461.250000 Penalty: 4488.011230
	Iteration 7Q: 3 clusters Score -1142461 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1142619.750000 Penalty: 4488.011230
	Iteration 8Q: 3 clusters Score -1142620 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1142714.875000 Penalty: 4488.011230
	Iteration 9Q: 3 clusters Score -1142715 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1142789.000000 Penalty: 4488.011230
	Iteration 10Q: 3 clusters Score -1142789 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1142865.125000 Penalty: 4488.011230
	Iteration 11Q: 3 clusters Score -1142865 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1142932.875000 Penalty: 4488.011230
	Iteration 12Q: 3 clusters Score -1142933 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1142995.125000 Penalty: 4488.011230
	Iteration 13Q: 3 clusters Score -1142995 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1143070.375000 Penalty: 4488.011230
	Iteration 14Q: 3 clusters Score -1143070 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1143182.875000 Penalty: 4488.011230
	Iteration 15Q: 3 clusters Score -1143183 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1143286.000000 Penalty: 4488.011230
	Iteration 16Q: 3 clusters Score -1143286 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1143352.250000 Penalty: 4488.011230
	Iteration 17Q: 3 clusters Score -1143352 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1143393.875000 Penalty: 4488.011230
	Iteration 18Q: 3 clusters Score -1143394 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1143414.000000 Penalty: 4488.011230
	Iteration 19Q: 3 clusters Score -1143414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1143421.375000 Penalty: 4488.011230
	Iteration 20F: 3 clusters Score -1143421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1143430.875000 Penalty: 4488.011230
	Iteration 21Q: 3 clusters Score -1143431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1143433.875000 Penalty: 4488.011230
	Iteration 22Q: 3 clusters Score -1143434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1143439.875000 Penalty: 4488.011230
	Iteration 23Q: 3 clusters Score -1143440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1143441.875000 Penalty: 4488.011230
	Iteration 24Q: 3 clusters Score -1143442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1143444.750000 Penalty: 4488.011230
	Iteration 25Q: 3 clusters Score -1143445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1143448.125000 Penalty: 4488.011230
	Iteration 26Q: 3 clusters Score -1143448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1143450.250000 Penalty: 4488.011230
	Iteration 27Q: 3 clusters Score -1143450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1143450.125000 Penalty: 4488.011230
	Iteration 28Q: 3 clusters Score -1143450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1143450.625000 Penalty: 4488.011230
	Iteration 29Q: 3 clusters Score -1143451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1143452.250000 Penalty: 4488.011230
	Iteration 30Q: 3 clusters Score -1143452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1143451.250000 Penalty: 4488.011230
	Iteration 31Q: 3 clusters Score -1143451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1143453.250000 Penalty: 4488.011230
	Iteration 32Q: 3 clusters Score -1143453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1143452.125000 Penalty: 4488.011230
	Iteration 33Q: 3 clusters Score -1143452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1143453.000000 Penalty: 4488.011230
	Iteration 34Q: 3 clusters Score -1143453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1143453.000000 Penalty: 4488.011230
	Iteration 35F: 3 clusters Score -1143453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Entering Unmasked Estep 
Score: -763664.687500 Penalty: 2139.481934
	Iteration 0F: 2 clusters Score -763664.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -758725.562500 Penalty: 4278.963867
	Iteration 0F: 3 clusters Score -758725.6 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -759962.875000 Penalty: 4278.963867
	Iteration 1F: 3 clusters Score -759962.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -760197.812500 Penalty: 4278.963867
	Iteration 2F: 3 clusters Score -760197.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -760362.062500 Penalty: 4278.963867
	Iteration 3F: 3 clusters Score -760362.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -760491.750000 Penalty: 4278.963867
	Iteration 4Q: 3 clusters Score -760491.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -760573.437500 Penalty: 4278.963867
	Iteration 5Q: 3 clusters Score -760573.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -760631.625000 Penalty: 4278.963867
	Iteration 6Q: 3 clusters Score -760631.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -760690.937500 Penalty: 4278.963867
	Iteration 7Q: 3 clusters Score -760690.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -760741.812500 Penalty: 4278.963867
	Iteration 8Q: 3 clusters Score -760741.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -760796.687500 Penalty: 4278.963867
	Iteration 9Q: 3 clusters Score -760796.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -760837.125000 Penalty: 4278.963867
	Iteration 10Q: 3 clusters Score -760837.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -760877.625000 Penalty: 4278.963867
	Iteration 11Q: 3 clusters Score -760877.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -760916.437500 Penalty: 4278.963867
	Iteration 12Q: 3 clusters Score -760916.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -760955.562500 Penalty: 4278.963867
	Iteration 13Q: 3 clusters Score -760955.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -760994.562500 Penalty: 4278.963867
	Iteration 14Q: 3 clusters Score -760994.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -761034.812500 Penalty: 4278.963867
	Iteration 15Q: 3 clusters Score -761034.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -761081.250000 Penalty: 4278.963867
	Iteration 16Q: 3 clusters Score -761081.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -761121.437500 Penalty: 4278.963867
	Iteration 17Q: 3 clusters Score -761121.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -761162.812500 Penalty: 4278.963867
	Iteration 18Q: 3 clusters Score -761162.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -761197.000000 Penalty: 4278.963867
	Iteration 19Q: 3 clusters Score -761197 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -761233.000000 Penalty: 4278.963867
	Iteration 20F: 3 clusters Score -761233 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -761264.375000 Penalty: 4278.963867
	Iteration 21Q: 3 clusters Score -761264.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -761291.500000 Penalty: 4278.963867
	Iteration 22Q: 3 clusters Score -761291.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -761315.062500 Penalty: 4278.963867
	Iteration 23Q: 3 clusters Score -761315.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -761335.187500 Penalty: 4278.963867
	Iteration 24Q: 3 clusters Score -761335.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -761345.750000 Penalty: 4278.963867
	Iteration 25Q: 3 clusters Score -761345.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -761363.125000 Penalty: 4278.963867
	Iteration 26Q: 3 clusters Score -761363.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -761379.687500 Penalty: 4278.963867
	Iteration 27Q: 3 clusters Score -761379.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -761394.812500 Penalty: 4278.963867
	Iteration 28Q: 3 clusters Score -761394.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -761410.000000 Penalty: 4278.963867
	Iteration 29Q: 3 clusters Score -761410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -761426.625000 Penalty: 4278.963867
	Iteration 30Q: 3 clusters Score -761426.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -761439.312500 Penalty: 4278.963867
	Iteration 31Q: 3 clusters Score -761439.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -761453.312500 Penalty: 4278.963867
	Iteration 32Q: 3 clusters Score -761453.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -761468.312500 Penalty: 4278.963867
	Iteration 33Q: 3 clusters Score -761468.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -761485.000000 Penalty: 4278.963867
	Iteration 34Q: 3 clusters Score -761485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -761502.875000 Penalty: 4278.963867
	Iteration 35Q: 3 clusters Score -761502.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -761519.750000 Penalty: 4278.963867
	Iteration 36Q: 3 clusters Score -761519.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -761531.562500 Penalty: 4278.963867
	Iteration 37Q: 3 clusters Score -761531.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -761547.187500 Penalty: 4278.963867
	Iteration 38Q: 3 clusters Score -761547.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -761564.250000 Penalty: 4278.963867
	Iteration 39Q: 3 clusters Score -761564.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -761579.562500 Penalty: 4278.963867
	Iteration 40F: 3 clusters Score -761579.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -761590.750000 Penalty: 4278.963867
	Iteration 41Q: 3 clusters Score -761590.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -761598.062500 Penalty: 4278.963867
	Iteration 42Q: 3 clusters Score -761598.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -761609.562500 Penalty: 4278.963867
	Iteration 43Q: 3 clusters Score -761609.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -761615.437500 Penalty: 4278.963867
	Iteration 44Q: 3 clusters Score -761615.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -761630.250000 Penalty: 4278.963867
	Iteration 45Q: 3 clusters Score -761630.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -761637.875000 Penalty: 4278.963867
	Iteration 46Q: 3 clusters Score -761637.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -761640.062500 Penalty: 4278.963867
	Iteration 47Q: 3 clusters Score -761640.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -761644.875000 Penalty: 4278.963867
	Iteration 48Q: 3 clusters Score -761644.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -761651.250000 Penalty: 4278.963867
	Iteration 49Q: 3 clusters Score -761651.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -761654.937500 Penalty: 4278.963867
	Iteration 50Q: 3 clusters Score -761654.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -761658.312500 Penalty: 4278.963867
	Iteration 51Q: 3 clusters Score -761658.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -761660.562500 Penalty: 4278.963867
	Iteration 52Q: 3 clusters Score -761660.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -761662.750000 Penalty: 4278.963867
	Iteration 53Q: 3 clusters Score -761662.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -761665.687500 Penalty: 4278.963867
	Iteration 54Q: 3 clusters Score -761665.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -761666.125000 Penalty: 4278.963867
	Iteration 55Q: 3 clusters Score -761666.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -761669.375000 Penalty: 4278.963867
	Iteration 56Q: 3 clusters Score -761669.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -761672.000000 Penalty: 4278.963867
	Iteration 57Q: 3 clusters Score -761672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -761673.500000 Penalty: 4278.963867
	Iteration 58Q: 3 clusters Score -761673.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -761672.937500 Penalty: 4278.963867
	Iteration 59Q: 3 clusters Score -761672.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -761676.250000 Penalty: 4278.963867
	Iteration 60F: 3 clusters Score -761676.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -761680.812500 Penalty: 4278.963867
	Iteration 61Q: 3 clusters Score -761680.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -761684.062500 Penalty: 4278.963867
	Iteration 62Q: 3 clusters Score -761684.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -761688.562500 Penalty: 4278.963867
	Iteration 63Q: 3 clusters Score -761688.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -761690.687500 Penalty: 4278.963867
	Iteration 64Q: 3 clusters Score -761690.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -761694.312500 Penalty: 4278.963867
	Iteration 65Q: 3 clusters Score -761694.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -761699.625000 Penalty: 4278.963867
	Iteration 66Q: 3 clusters Score -761699.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -761703.000000 Penalty: 4278.963867
	Iteration 67Q: 3 clusters Score -761703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -761707.437500 Penalty: 4278.963867
	Iteration 68Q: 3 clusters Score -761707.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -761711.250000 Penalty: 4278.963867
	Iteration 69Q: 3 clusters Score -761711.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -761714.062500 Penalty: 4278.963867
	Iteration 70Q: 3 clusters Score -761714.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -761719.125000 Penalty: 4278.963867
	Iteration 71Q: 3 clusters Score -761719.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -761724.812500 Penalty: 4278.963867
	Iteration 72Q: 3 clusters Score -761724.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -761731.687500 Penalty: 4278.963867
	Iteration 73Q: 3 clusters Score -761731.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -761737.687500 Penalty: 4278.963867
	Iteration 74Q: 3 clusters Score -761737.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -761741.750000 Penalty: 4278.963867
	Iteration 75Q: 3 clusters Score -761741.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -761747.250000 Penalty: 4278.963867
	Iteration 76Q: 3 clusters Score -761747.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -761748.500000 Penalty: 4278.963867
	Iteration 77Q: 3 clusters Score -761748.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -761754.312500 Penalty: 4278.963867
	Iteration 78Q: 3 clusters Score -761754.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -761758.250000 Penalty: 4278.963867
	Iteration 79Q: 3 clusters Score -761758.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -761763.500000 Penalty: 4278.963867
	Iteration 80F: 3 clusters Score -761763.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -761768.312500 Penalty: 4278.963867
	Iteration 81Q: 3 clusters Score -761768.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -761773.750000 Penalty: 4278.963867
	Iteration 82Q: 3 clusters Score -761773.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -761777.000000 Penalty: 4278.963867
	Iteration 83Q: 3 clusters Score -761777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -761782.250000 Penalty: 4278.963867
	Iteration 84Q: 3 clusters Score -761782.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -761782.625000 Penalty: 4278.963867
	Iteration 85Q: 3 clusters Score -761782.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -761784.750000 Penalty: 4278.963867
	Iteration 86Q: 3 clusters Score -761784.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -761784.312500 Penalty: 4278.963867
	Iteration 87Q: 3 clusters Score -761784.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -761784.312500 Penalty: 4278.963867
	Iteration 88F: 3 clusters Score -761784.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Entering Unmasked Estep 
Score: -1074563.750000 Penalty: 2223.656250
	Iteration 0F: 2 clusters Score -1074564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1068222.875000 Penalty: 4447.312500
	Iteration 0F: 3 clusters Score -1068223 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1069951.375000 Penalty: 4447.312500
	Iteration 1F: 3 clusters Score -1069951 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1070280.250000 Penalty: 4447.312500
	Iteration 2F: 3 clusters Score -1070280 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1070524.750000 Penalty: 4447.312500
	Iteration 3F: 3 clusters Score -1070525 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1070724.125000 Penalty: 4447.312500
	Iteration 4Q: 3 clusters Score -1070724 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1070888.500000 Penalty: 4447.312500
	Iteration 5Q: 3 clusters Score -1070888 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1071049.250000 Penalty: 4447.312500
	Iteration 6Q: 3 clusters Score -1071049 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1071197.375000 Penalty: 4447.312500
	Iteration 7Q: 3 clusters Score -1071197 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1071319.000000 Penalty: 4447.312500
	Iteration 8Q: 3 clusters Score -1071319 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1071418.500000 Penalty: 4447.312500
	Iteration 9Q: 3 clusters Score -1071418 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1071539.250000 Penalty: 4447.312500
	Iteration 10Q: 3 clusters Score -1071539 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1071672.250000 Penalty: 4447.312500
	Iteration 11Q: 3 clusters Score -1071672 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1071795.000000 Penalty: 4447.312500
	Iteration 12Q: 3 clusters Score -1071795 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1071914.375000 Penalty: 4447.312500
	Iteration 13Q: 3 clusters Score -1071914 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1072035.000000 Penalty: 4447.312500
	Iteration 14Q: 3 clusters Score -1072035 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1072146.125000 Penalty: 4447.312500
	Iteration 15Q: 3 clusters Score -1072146 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1072243.625000 Penalty: 4447.312500
	Iteration 16Q: 3 clusters Score -1072244 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1072309.375000 Penalty: 4447.312500
	Iteration 17Q: 3 clusters Score -1072309 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1072370.875000 Penalty: 4447.312500
	Iteration 18Q: 3 clusters Score -1072371 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1072408.250000 Penalty: 4447.312500
	Iteration 19Q: 3 clusters Score -1072408 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1072435.375000 Penalty: 4447.312500
	Iteration 20F: 3 clusters Score -1072435 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1072459.125000 Penalty: 4447.312500
	Iteration 21Q: 3 clusters Score -1072459 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1072487.000000 Penalty: 4447.312500
	Iteration 22Q: 3 clusters Score -1072487 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1072522.625000 Penalty: 4447.312500
	Iteration 23Q: 3 clusters Score -1072523 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1072550.375000 Penalty: 4447.312500
	Iteration 24Q: 3 clusters Score -1072550 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1072573.000000 Penalty: 4447.312500
	Iteration 25Q: 3 clusters Score -1072573 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1072593.875000 Penalty: 4447.312500
	Iteration 26Q: 3 clusters Score -1072594 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1072608.375000 Penalty: 4447.312500
	Iteration 27Q: 3 clusters Score -1072608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1072621.500000 Penalty: 4447.312500
	Iteration 28Q: 3 clusters Score -1072622 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1072642.750000 Penalty: 4447.312500
	Iteration 29Q: 3 clusters Score -1072643 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1072657.750000 Penalty: 4447.312500
	Iteration 30Q: 3 clusters Score -1072658 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1072671.375000 Penalty: 4447.312500
	Iteration 31Q: 3 clusters Score -1072671 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1072683.500000 Penalty: 4447.312500
	Iteration 32Q: 3 clusters Score -1072684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1072695.375000 Penalty: 4447.312500
	Iteration 33Q: 3 clusters Score -1072695 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1072704.000000 Penalty: 4447.312500
	Iteration 34Q: 3 clusters Score -1072704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1072710.500000 Penalty: 4447.312500
	Iteration 35Q: 3 clusters Score -1072710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1072716.625000 Penalty: 4447.312500
	Iteration 36Q: 3 clusters Score -1072717 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1072724.875000 Penalty: 4447.312500
	Iteration 37Q: 3 clusters Score -1072725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1072731.625000 Penalty: 4447.312500
	Iteration 38Q: 3 clusters Score -1072732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1072736.875000 Penalty: 4447.312500
	Iteration 39Q: 3 clusters Score -1072737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1072739.000000 Penalty: 4447.312500
	Iteration 40F: 3 clusters Score -1072739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1072743.250000 Penalty: 4447.312500
	Iteration 41Q: 3 clusters Score -1072743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1072744.125000 Penalty: 4447.312500
	Iteration 42Q: 3 clusters Score -1072744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1072746.500000 Penalty: 4447.312500
	Iteration 43Q: 3 clusters Score -1072746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1072752.125000 Penalty: 4447.312500
	Iteration 44Q: 3 clusters Score -1072752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1072750.625000 Penalty: 4447.312500
	Iteration 45Q: 3 clusters Score -1072751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1072752.750000 Penalty: 4447.312500
	Iteration 46Q: 3 clusters Score -1072753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1072754.125000 Penalty: 4447.312500
	Iteration 47Q: 3 clusters Score -1072754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1072755.125000 Penalty: 4447.312500
	Iteration 48Q: 3 clusters Score -1072755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1072756.250000 Penalty: 4447.312500
	Iteration 49Q: 3 clusters Score -1072756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1072756.125000 Penalty: 4447.312500
	Iteration 50Q: 3 clusters Score -1072756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1072756.250000 Penalty: 4447.312500
	Iteration 51Q: 3 clusters Score -1072756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1072756.250000 Penalty: 4447.312500
	Iteration 52F: 3 clusters Score -1072756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Entering Unmasked Estep 
Score: -6034403.500000 Penalty: 2650.223389
	Iteration 0F: 2 clusters Score -6034404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -6005017.000000 Penalty: 5300.446777
	Iteration 0F: 3 clusters Score -6005017 nChanged 19835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -6015888.000000 Penalty: 5300.446777
	Iteration 1F: 3 clusters Score -6015888 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -6016568.000000 Penalty: 5300.446777
	Iteration 2Q: 3 clusters Score -6016568 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -6017249.500000 Penalty: 5300.446777
	Iteration 3Q: 3 clusters Score -6017250 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -6018004.500000 Penalty: 5300.446777
	Iteration 4Q: 3 clusters Score -6018004 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -6018809.500000 Penalty: 5300.446777
	Iteration 5Q: 3 clusters Score -6018810 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -6019646.000000 Penalty: 5300.446777
	Iteration 6Q: 3 clusters Score -6019646 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -6020564.000000 Penalty: 5300.446777
	Iteration 7Q: 3 clusters Score -6020564 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -6021662.000000 Penalty: 5300.446777
	Iteration 8Q: 3 clusters Score -6021662 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -6022922.000000 Penalty: 5300.446777
	Iteration 9Q: 3 clusters Score -6022922 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -6024188.500000 Penalty: 5300.446777
	Iteration 10Q: 3 clusters Score -6024188 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -6025366.000000 Penalty: 5300.446777
	Iteration 11Q: 3 clusters Score -6025366 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -6026486.500000 Penalty: 5300.446777
	Iteration 12Q: 3 clusters Score -6026486 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -6027448.000000 Penalty: 5300.446777
	Iteration 13Q: 3 clusters Score -6027448 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -6028395.500000 Penalty: 5300.446777
	Iteration 14Q: 3 clusters Score -6028396 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -6029206.500000 Penalty: 5300.446777
	Iteration 15Q: 3 clusters Score -6029206 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -6029948.500000 Penalty: 5300.446777
	Iteration 16Q: 3 clusters Score -6029948 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -6030573.000000 Penalty: 5300.446777
	Iteration 17Q: 3 clusters Score -6030573 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -6031021.500000 Penalty: 5300.446777
	Iteration 18Q: 3 clusters Score -6031022 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -6031353.500000 Penalty: 5300.446777
	Iteration 19Q: 3 clusters Score -6031354 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -6031585.500000 Penalty: 5300.446777
	Iteration 20F: 3 clusters Score -6031586 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6031736.500000 Penalty: 5300.446777
	Iteration 21Q: 3 clusters Score -6031736 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6031860.500000 Penalty: 5300.446777
	Iteration 22Q: 3 clusters Score -6031860 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6031951.000000 Penalty: 5300.446777
	Iteration 23Q: 3 clusters Score -6031951 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6032014.000000 Penalty: 5300.446777
	Iteration 24Q: 3 clusters Score -6032014 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6032041.500000 Penalty: 5300.446777
	Iteration 25Q: 3 clusters Score -6032042 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6032067.000000 Penalty: 5300.446777
	Iteration 26Q: 3 clusters Score -6032067 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6032086.000000 Penalty: 5300.446777
	Iteration 27Q: 3 clusters Score -6032086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6032121.000000 Penalty: 5300.446777
	Iteration 28Q: 3 clusters Score -6032121 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6032136.500000 Penalty: 5300.446777
	Iteration 29Q: 3 clusters Score -6032136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -6032144.500000 Penalty: 5300.446777
	Iteration 30Q: 3 clusters Score -6032144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6032147.500000 Penalty: 5300.446777
	Iteration 31Q: 3 clusters Score -6032148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6032153.500000 Penalty: 5300.446777
	Iteration 32Q: 3 clusters Score -6032154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6032157.500000 Penalty: 5300.446777
	Iteration 33Q: 3 clusters Score -6032158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6032159.500000 Penalty: 5300.446777
	Iteration 34Q: 3 clusters Score -6032160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6032161.500000 Penalty: 5300.446777
	Iteration 35Q: 3 clusters Score -6032162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6032169.000000 Penalty: 5300.446777
	Iteration 36Q: 3 clusters Score -6032169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6032176.500000 Penalty: 5300.446777
	Iteration 37Q: 3 clusters Score -6032176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6032186.000000 Penalty: 5300.446777
	Iteration 38Q: 3 clusters Score -6032186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6032185.500000 Penalty: 5300.446777
	Iteration 39Q: 3 clusters Score -6032186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6032186.000000 Penalty: 5300.446777
	Iteration 40F: 3 clusters Score -6032186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6032190.000000 Penalty: 5300.446777
	Iteration 41Q: 3 clusters Score -6032190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6032196.000000 Penalty: 5300.446777
	Iteration 42Q: 3 clusters Score -6032196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6032195.000000 Penalty: 5300.446777
	Iteration 43Q: 3 clusters Score -6032195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6032195.000000 Penalty: 5300.446777
	Iteration 44F: 3 clusters Score -6032195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (137843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137843 members 
Entering Unmasked Estep 
Score: -19077262.000000 Penalty: 2934.800049
	Iteration 0F: 2 clusters Score -1.907726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68968 members 
Mstep: Class 2 contains 68875 members 
Entering Unmasked Estep 
Score: -18986696.000000 Penalty: 5869.600098
	Iteration 0F: 3 clusters Score -1.89867e+07 nChanged 65870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69212 members 
Mstep: Class 2 contains 68631 members 
Entering Unmasked Estep 
Score: -19024906.000000 Penalty: 5869.600098
	Iteration 1F: 3 clusters Score -1.902491e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69552 members 
Mstep: Class 2 contains 68291 members 
Entering Unmasked Estep 
Score: -19025976.000000 Penalty: 5869.600098
	Iteration 2Q: 3 clusters Score -1.902598e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70188 members 
Mstep: Class 2 contains 67655 members 
Entering Unmasked Estep 
Score: -19027256.000000 Penalty: 5869.600098
	Iteration 3Q: 3 clusters Score -1.902726e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71110 members 
Mstep: Class 2 contains 66733 members 
Entering Unmasked Estep 
Score: -19028754.000000 Penalty: 5869.600098
	Iteration 4Q: 3 clusters Score -1.902875e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72448 members 
Mstep: Class 2 contains 65395 members 
Entering Unmasked Estep 
Score: -19030490.000000 Penalty: 5869.600098
	Iteration 5Q: 3 clusters Score -1.903049e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74250 members 
Mstep: Class 2 contains 63593 members 
Entering Unmasked Estep 
Score: -19033344.000000 Penalty: 5869.600098
	Iteration 6Q: 3 clusters Score -1.903334e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76509 members 
Mstep: Class 2 contains 61334 members 
Entering Unmasked Estep 
Score: -19036986.000000 Penalty: 5869.600098
	Iteration 7F: 3 clusters Score -1.903699e+07 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79038 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -19042020.000000 Penalty: 5869.600098
	Iteration 8F: 3 clusters Score -1.904202e+07 nChanged 8509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81463 members 
Mstep: Class 2 contains 56380 members 
Entering Unmasked Estep 
Score: -19048086.000000 Penalty: 5869.600098
	Iteration 9F: 3 clusters Score -1.904809e+07 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83494 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -19053490.000000 Penalty: 5869.600098
	Iteration 10F: 3 clusters Score -1.905349e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85266 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -19056974.000000 Penalty: 5869.600098
	Iteration 11Q: 3 clusters Score -1.905697e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87018 members 
Mstep: Class 2 contains 50825 members 
Entering Unmasked Estep 
Score: -19058832.000000 Penalty: 5869.600098
	Iteration 12Q: 3 clusters Score -1.905883e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88814 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -19059826.000000 Penalty: 5869.600098
	Iteration 13Q: 3 clusters Score -1.905983e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90720 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -19060808.000000 Penalty: 5869.600098
	Iteration 14Q: 3 clusters Score -1.906081e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92913 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -19061700.000000 Penalty: 5869.600098
	Iteration 15Q: 3 clusters Score -1.90617e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95315 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -19062910.000000 Penalty: 5869.600098
	Iteration 16Q: 3 clusters Score -1.906291e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97672 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -19064162.000000 Penalty: 5869.600098
	Iteration 17Q: 3 clusters Score -1.906416e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99947 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -19065456.000000 Penalty: 5869.600098
	Iteration 18Q: 3 clusters Score -1.906546e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102213 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -19066702.000000 Penalty: 5869.600098
	Iteration 19Q: 3 clusters Score -1.90667e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104336 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -19067796.000000 Penalty: 5869.600098
	Iteration 20F: 3 clusters Score -1.90678e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106326 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -19068848.000000 Penalty: 5869.600098
	Iteration 21Q: 3 clusters Score -1.906885e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108169 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -19069562.000000 Penalty: 5869.600098
	Iteration 22Q: 3 clusters Score -1.906956e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109839 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -19070096.000000 Penalty: 5869.600098
	Iteration 23Q: 3 clusters Score -1.90701e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111384 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -19070684.000000 Penalty: 5869.600098
	Iteration 24Q: 3 clusters Score -1.907068e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112837 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -19071204.000000 Penalty: 5869.600098
	Iteration 25Q: 3 clusters Score -1.90712e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114147 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -19071600.000000 Penalty: 5869.600098
	Iteration 26Q: 3 clusters Score -1.90716e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115344 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -19071930.000000 Penalty: 5869.600098
	Iteration 27Q: 3 clusters Score -1.907193e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116492 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -19072200.000000 Penalty: 5869.600098
	Iteration 28Q: 3 clusters Score -1.90722e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117611 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -19072352.000000 Penalty: 5869.600098
	Iteration 29Q: 3 clusters Score -1.907235e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118681 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -19072568.000000 Penalty: 5869.600098
	Iteration 30Q: 3 clusters Score -1.907257e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119717 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -19072766.000000 Penalty: 5869.600098
	Iteration 31Q: 3 clusters Score -1.907277e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120751 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -19072928.000000 Penalty: 5869.600098
	Iteration 32Q: 3 clusters Score -1.907293e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121708 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -19073092.000000 Penalty: 5869.600098
	Iteration 33Q: 3 clusters Score -1.907309e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122574 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -19073268.000000 Penalty: 5869.600098
	Iteration 34Q: 3 clusters Score -1.907327e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123412 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -19073486.000000 Penalty: 5869.600098
	Iteration 35Q: 3 clusters Score -1.907349e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124253 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -19073648.000000 Penalty: 5869.600098
	Iteration 36Q: 3 clusters Score -1.907365e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125063 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -19073740.000000 Penalty: 5869.600098
	Iteration 37Q: 3 clusters Score -1.907374e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125836 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -19073900.000000 Penalty: 5869.600098
	Iteration 38Q: 3 clusters Score -1.90739e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126500 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -19074000.000000 Penalty: 5869.600098
	Iteration 39Q: 3 clusters Score -1.9074e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127136 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -19074164.000000 Penalty: 5869.600098
	Iteration 40F: 3 clusters Score -1.907416e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127749 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -19074244.000000 Penalty: 5869.600098
	Iteration 41Q: 3 clusters Score -1.907424e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128316 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -19074332.000000 Penalty: 5869.600098
	Iteration 42Q: 3 clusters Score -1.907433e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128857 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -19074396.000000 Penalty: 5869.600098
	Iteration 43Q: 3 clusters Score -1.90744e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129397 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -19074422.000000 Penalty: 5869.600098
	Iteration 44Q: 3 clusters Score -1.907442e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129901 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -19074552.000000 Penalty: 5869.600098
	Iteration 45Q: 3 clusters Score -1.907455e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130396 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -19074650.000000 Penalty: 5869.600098
	Iteration 46Q: 3 clusters Score -1.907465e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130808 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -19074678.000000 Penalty: 5869.600098
	Iteration 47Q: 3 clusters Score -1.907468e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131201 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -19074770.000000 Penalty: 5869.600098
	Iteration 48Q: 3 clusters Score -1.907477e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131596 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -19074800.000000 Penalty: 5869.600098
	Iteration 49Q: 3 clusters Score -1.90748e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131956 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -19074844.000000 Penalty: 5869.600098
	Iteration 50Q: 3 clusters Score -1.907484e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132293 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -19074886.000000 Penalty: 5869.600098
	Iteration 51Q: 3 clusters Score -1.907489e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132603 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -19074908.000000 Penalty: 5869.600098
	Iteration 52Q: 3 clusters Score -1.907491e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132886 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -19074954.000000 Penalty: 5869.600098
	Iteration 53Q: 3 clusters Score -1.907495e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133143 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -19074968.000000 Penalty: 5869.600098
	Iteration 54Q: 3 clusters Score -1.907497e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133404 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -19075032.000000 Penalty: 5869.600098
	Iteration 55Q: 3 clusters Score -1.907503e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133646 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -19075094.000000 Penalty: 5869.600098
	Iteration 56Q: 3 clusters Score -1.907509e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133852 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -19075120.000000 Penalty: 5869.600098
	Iteration 57Q: 3 clusters Score -1.907512e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134021 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -19075166.000000 Penalty: 5869.600098
	Iteration 58Q: 3 clusters Score -1.907517e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134170 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -19075178.000000 Penalty: 5869.600098
	Iteration 59Q: 3 clusters Score -1.907518e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134333 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -19075206.000000 Penalty: 5869.600098
	Iteration 60F: 3 clusters Score -1.907521e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134482 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -19075206.000000 Penalty: 5869.600098
	Iteration 61Q: 3 clusters Score -1.907521e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134610 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -19075264.000000 Penalty: 5869.600098
	Iteration 62Q: 3 clusters Score -1.907526e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134724 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -19075264.000000 Penalty: 5869.600098
	Iteration 63Q: 3 clusters Score -1.907526e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134819 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -19075244.000000 Penalty: 5869.600098
	Iteration 64Q: 3 clusters Score -1.907524e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134911 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -19075232.000000 Penalty: 5869.600098
	Iteration 65Q: 3 clusters Score -1.907523e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134987 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -19075232.000000 Penalty: 5869.600098
	Iteration 66Q: 3 clusters Score -1.907523e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135042 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -19075234.000000 Penalty: 5869.600098
	Iteration 67Q: 3 clusters Score -1.907523e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135099 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -19075242.000000 Penalty: 5869.600098
	Iteration 68Q: 3 clusters Score -1.907524e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135153 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -19075246.000000 Penalty: 5869.600098
	Iteration 69Q: 3 clusters Score -1.907525e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135199 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -19075234.000000 Penalty: 5869.600098
	Iteration 70Q: 3 clusters Score -1.907523e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135249 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -19075266.000000 Penalty: 5869.600098
	Iteration 71Q: 3 clusters Score -1.907527e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135304 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -19075246.000000 Penalty: 5869.600098
	Iteration 72Q: 3 clusters Score -1.907525e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135352 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -19075254.000000 Penalty: 5869.600098
	Iteration 73Q: 3 clusters Score -1.907525e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135399 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -19075234.000000 Penalty: 5869.600098
	Iteration 74Q: 3 clusters Score -1.907523e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135435 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -19075216.000000 Penalty: 5869.600098
	Iteration 75Q: 3 clusters Score -1.907522e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135469 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -19075212.000000 Penalty: 5869.600098
	Iteration 76Q: 3 clusters Score -1.907521e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135500 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -19075174.000000 Penalty: 5869.600098
	Iteration 77Q: 3 clusters Score -1.907517e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135522 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -19075182.000000 Penalty: 5869.600098
	Iteration 78Q: 3 clusters Score -1.907518e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135540 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -19075174.000000 Penalty: 5869.600098
	Iteration 79Q: 3 clusters Score -1.907517e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135563 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -19075174.000000 Penalty: 5869.600098
	Iteration 80F: 3 clusters Score -1.907517e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135588 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -19075192.000000 Penalty: 5869.600098
	Iteration 81Q: 3 clusters Score -1.907519e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135611 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -19075198.000000 Penalty: 5869.600098
	Iteration 82Q: 3 clusters Score -1.90752e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135635 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -19075186.000000 Penalty: 5869.600098
	Iteration 83Q: 3 clusters Score -1.907519e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135650 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -19075200.000000 Penalty: 5869.600098
	Iteration 84Q: 3 clusters Score -1.90752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135663 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -19075214.000000 Penalty: 5869.600098
	Iteration 85Q: 3 clusters Score -1.907521e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135681 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -19075198.000000 Penalty: 5869.600098
	Iteration 86Q: 3 clusters Score -1.90752e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135703 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -19075190.000000 Penalty: 5869.600098
	Iteration 87Q: 3 clusters Score -1.907519e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135725 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -19075186.000000 Penalty: 5869.600098
	Iteration 88Q: 3 clusters Score -1.907519e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135746 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -19075218.000000 Penalty: 5869.600098
	Iteration 89Q: 3 clusters Score -1.907522e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135758 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -19075224.000000 Penalty: 5869.600098
	Iteration 90Q: 3 clusters Score -1.907522e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135775 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -19075228.000000 Penalty: 5869.600098
	Iteration 91Q: 3 clusters Score -1.907523e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135790 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -19075244.000000 Penalty: 5869.600098
	Iteration 92Q: 3 clusters Score -1.907524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135801 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -19075230.000000 Penalty: 5869.600098
	Iteration 93Q: 3 clusters Score -1.907523e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135818 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -19075230.000000 Penalty: 5869.600098
	Iteration 94Q: 3 clusters Score -1.907523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135830 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -19075222.000000 Penalty: 5869.600098
	Iteration 95Q: 3 clusters Score -1.907522e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135842 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -19075220.000000 Penalty: 5869.600098
	Iteration 96Q: 3 clusters Score -1.907522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135849 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -19075230.000000 Penalty: 5869.600098
	Iteration 97Q: 3 clusters Score -1.907523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135855 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -19075218.000000 Penalty: 5869.600098
	Iteration 98Q: 3 clusters Score -1.907522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135865 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -19075230.000000 Penalty: 5869.600098
	Iteration 99Q: 3 clusters Score -1.907523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135876 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -19075222.000000 Penalty: 5869.600098
	Iteration 100F: 3 clusters Score -1.907522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135883 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -19075232.000000 Penalty: 5869.600098
	Iteration 101Q: 3 clusters Score -1.907523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135890 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -19075228.000000 Penalty: 5869.600098
	Iteration 102Q: 3 clusters Score -1.907523e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135899 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -19075222.000000 Penalty: 5869.600098
	Iteration 103Q: 3 clusters Score -1.907522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135907 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -19075234.000000 Penalty: 5869.600098
	Iteration 104Q: 3 clusters Score -1.907523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135914 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -19075232.000000 Penalty: 5869.600098
	Iteration 105Q: 3 clusters Score -1.907523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135922 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -19075224.000000 Penalty: 5869.600098
	Iteration 106Q: 3 clusters Score -1.907522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135929 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -19075238.000000 Penalty: 5869.600098
	Iteration 107Q: 3 clusters Score -1.907524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135938 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -19075240.000000 Penalty: 5869.600098
	Iteration 108Q: 3 clusters Score -1.907524e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135950 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -19075236.000000 Penalty: 5869.600098
	Iteration 109Q: 3 clusters Score -1.907524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135960 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -19075222.000000 Penalty: 5869.600098
	Iteration 110Q: 3 clusters Score -1.907522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135967 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -19075226.000000 Penalty: 5869.600098
	Iteration 111Q: 3 clusters Score -1.907523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135978 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -19075220.000000 Penalty: 5869.600098
	Iteration 112Q: 3 clusters Score -1.907522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135987 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -19075216.000000 Penalty: 5869.600098
	Iteration 113Q: 3 clusters Score -1.907522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135993 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -19075228.000000 Penalty: 5869.600098
	Iteration 114Q: 3 clusters Score -1.907523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135996 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -19075220.000000 Penalty: 5869.600098
	Iteration 115Q: 3 clusters Score -1.907522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135999 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -19075218.000000 Penalty: 5869.600098
	Iteration 116Q: 3 clusters Score -1.907522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136002 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -19075214.000000 Penalty: 5869.600098
	Iteration 117Q: 3 clusters Score -1.907521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136005 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -19075222.000000 Penalty: 5869.600098
	Iteration 118Q: 3 clusters Score -1.907522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136008 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -19075210.000000 Penalty: 5869.600098
	Iteration 119Q: 3 clusters Score -1.907521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136010 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -19075220.000000 Penalty: 5869.600098
	Iteration 120F: 3 clusters Score -1.907522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136015 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -19075210.000000 Penalty: 5869.600098
	Iteration 121Q: 3 clusters Score -1.907521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136019 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -19075206.000000 Penalty: 5869.600098
	Iteration 122Q: 3 clusters Score -1.907521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136028 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -19075232.000000 Penalty: 5869.600098
	Iteration 123Q: 3 clusters Score -1.907523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136032 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -19075240.000000 Penalty: 5869.600098
	Iteration 124Q: 3 clusters Score -1.907524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136036 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -19075234.000000 Penalty: 5869.600098
	Iteration 125Q: 3 clusters Score -1.907523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136042 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -19075228.000000 Penalty: 5869.600098
	Iteration 126Q: 3 clusters Score -1.907523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136047 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -19075224.000000 Penalty: 5869.600098
	Iteration 127Q: 3 clusters Score -1.907522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136052 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -19075232.000000 Penalty: 5869.600098
	Iteration 128Q: 3 clusters Score -1.907523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136056 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -19075238.000000 Penalty: 5869.600098
	Iteration 129Q: 3 clusters Score -1.907524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136062 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -19075244.000000 Penalty: 5869.600098
	Iteration 130Q: 3 clusters Score -1.907524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136065 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -19075228.000000 Penalty: 5869.600098
	Iteration 131Q: 3 clusters Score -1.907523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136069 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -19075254.000000 Penalty: 5869.600098
	Iteration 132Q: 3 clusters Score -1.907525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136074 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -19075252.000000 Penalty: 5869.600098
	Iteration 133Q: 3 clusters Score -1.907525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136080 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -19075250.000000 Penalty: 5869.600098
	Iteration 134Q: 3 clusters Score -1.907525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136089 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -19075266.000000 Penalty: 5869.600098
	Iteration 135Q: 3 clusters Score -1.907527e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136099 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -19075274.000000 Penalty: 5869.600098
	Iteration 136Q: 3 clusters Score -1.907527e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136110 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -19075266.000000 Penalty: 5869.600098
	Iteration 137Q: 3 clusters Score -1.907527e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136125 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -19075274.000000 Penalty: 5869.600098
	Iteration 138Q: 3 clusters Score -1.907527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136133 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -19075264.000000 Penalty: 5869.600098
	Iteration 139Q: 3 clusters Score -1.907526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136138 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -19075272.000000 Penalty: 5869.600098
	Iteration 140F: 3 clusters Score -1.907527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136141 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -19075260.000000 Penalty: 5869.600098
	Iteration 141Q: 3 clusters Score -1.907526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136142 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -19075268.000000 Penalty: 5869.600098
	Iteration 142Q: 3 clusters Score -1.907527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136142 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -19075268.000000 Penalty: 5869.600098
	Iteration 143F: 3 clusters Score -1.907527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -76852.750000 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -76852.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -75300.765625 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -75300.77 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75649.468750 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -75649.47 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -75841.851562 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -75841.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -76048.140625 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -76048.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -76137.453125 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -76137.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -76207.929688 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -76207.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -76258.273438 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -76258.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -76289.296875 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -76289.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -76331.851562 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -76331.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -76347.382812 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -76347.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -76353.046875 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -76353.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -76358.320312 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -76358.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -76366.039062 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -76366.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -76374.187500 Penalty: 3193.917725
	Iteration 13Q: 3 clusters Score -76374.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -76380.812500 Penalty: 3193.917725
	Iteration 14Q: 3 clusters Score -76380.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -76382.453125 Penalty: 3193.917725
	Iteration 15Q: 3 clusters Score -76382.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -76384.523438 Penalty: 3193.917725
	Iteration 16Q: 3 clusters Score -76384.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -76388.523438 Penalty: 3193.917725
	Iteration 17Q: 3 clusters Score -76388.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -76390.773438 Penalty: 3193.917725
	Iteration 18Q: 3 clusters Score -76390.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -76392.875000 Penalty: 3193.917725
	Iteration 19Q: 3 clusters Score -76392.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -76394.687500 Penalty: 3193.917725
	Iteration 20F: 3 clusters Score -76394.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -76396.007812 Penalty: 3193.917725
	Iteration 21Q: 3 clusters Score -76396.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -76397.140625 Penalty: 3193.917725
	Iteration 22Q: 3 clusters Score -76397.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -76397.140625 Penalty: 3193.917725
	Iteration 23F: 3 clusters Score -76397.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Entering Unmasked Estep 
Score: -4715082.000000 Penalty: 2584.452637
	Iteration 0F: 2 clusters Score -4715082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -4692254.000000 Penalty: 5168.905273
	Iteration 0F: 3 clusters Score -4692254 nChanged 15216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -4700500.500000 Penalty: 5168.905273
	Iteration 1F: 3 clusters Score -4700500 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -4701157.000000 Penalty: 5168.905273
	Iteration 2F: 3 clusters Score -4701157 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -4701879.000000 Penalty: 5168.905273
	Iteration 3Q: 3 clusters Score -4701879 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -4702796.000000 Penalty: 5168.905273
	Iteration 4F: 3 clusters Score -4702796 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -4703842.000000 Penalty: 5168.905273
	Iteration 5F: 3 clusters Score -4703842 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -4705153.500000 Penalty: 5168.905273
	Iteration 6F: 3 clusters Score -4705154 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -4706681.000000 Penalty: 5168.905273
	Iteration 7F: 3 clusters Score -4706681 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -4708234.500000 Penalty: 5168.905273
	Iteration 8F: 3 clusters Score -4708234 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -4709554.000000 Penalty: 5168.905273
	Iteration 9F: 3 clusters Score -4709554 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -4710439.500000 Penalty: 5168.905273
	Iteration 10Q: 3 clusters Score -4710440 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -4710998.500000 Penalty: 5168.905273
	Iteration 11Q: 3 clusters Score -4710998 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -4711316.500000 Penalty: 5168.905273
	Iteration 12Q: 3 clusters Score -4711316 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -4711544.000000 Penalty: 5168.905273
	Iteration 13Q: 3 clusters Score -4711544 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -4711739.000000 Penalty: 5168.905273
	Iteration 14Q: 3 clusters Score -4711739 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -4711936.000000 Penalty: 5168.905273
	Iteration 15Q: 3 clusters Score -4711936 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -4712122.000000 Penalty: 5168.905273
	Iteration 16Q: 3 clusters Score -4712122 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -4712310.500000 Penalty: 5168.905273
	Iteration 17Q: 3 clusters Score -4712310 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -4712462.000000 Penalty: 5168.905273
	Iteration 18Q: 3 clusters Score -4712462 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -4712647.000000 Penalty: 5168.905273
	Iteration 19Q: 3 clusters Score -4712647 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -4712788.500000 Penalty: 5168.905273
	Iteration 20F: 3 clusters Score -4712788 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -4712934.000000 Penalty: 5168.905273
	Iteration 21Q: 3 clusters Score -4712934 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -4713039.500000 Penalty: 5168.905273
	Iteration 22Q: 3 clusters Score -4713040 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -4713143.000000 Penalty: 5168.905273
	Iteration 23Q: 3 clusters Score -4713143 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -4713213.500000 Penalty: 5168.905273
	Iteration 24Q: 3 clusters Score -4713214 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4713285.500000 Penalty: 5168.905273
	Iteration 25Q: 3 clusters Score -4713286 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4713378.000000 Penalty: 5168.905273
	Iteration 26Q: 3 clusters Score -4713378 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4713461.500000 Penalty: 5168.905273
	Iteration 27Q: 3 clusters Score -4713462 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4713548.000000 Penalty: 5168.905273
	Iteration 28Q: 3 clusters Score -4713548 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4713632.000000 Penalty: 5168.905273
	Iteration 29Q: 3 clusters Score -4713632 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4713740.500000 Penalty: 5168.905273
	Iteration 30Q: 3 clusters Score -4713740 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4713854.000000 Penalty: 5168.905273
	Iteration 31Q: 3 clusters Score -4713854 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4713950.000000 Penalty: 5168.905273
	Iteration 32Q: 3 clusters Score -4713950 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4714041.500000 Penalty: 5168.905273
	Iteration 33Q: 3 clusters Score -4714042 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4714106.500000 Penalty: 5168.905273
	Iteration 34Q: 3 clusters Score -4714106 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4714160.000000 Penalty: 5168.905273
	Iteration 35Q: 3 clusters Score -4714160 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4714212.500000 Penalty: 5168.905273
	Iteration 36Q: 3 clusters Score -4714212 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4714237.000000 Penalty: 5168.905273
	Iteration 37Q: 3 clusters Score -4714237 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4714262.000000 Penalty: 5168.905273
	Iteration 38Q: 3 clusters Score -4714262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4714275.000000 Penalty: 5168.905273
	Iteration 39Q: 3 clusters Score -4714275 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4714326.000000 Penalty: 5168.905273
	Iteration 40F: 3 clusters Score -4714326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4714346.500000 Penalty: 5168.905273
	Iteration 41Q: 3 clusters Score -4714346 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4714377.500000 Penalty: 5168.905273
	Iteration 42Q: 3 clusters Score -4714378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4714384.500000 Penalty: 5168.905273
	Iteration 43Q: 3 clusters Score -4714384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4714391.000000 Penalty: 5168.905273
	Iteration 44Q: 3 clusters Score -4714391 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4714385.000000 Penalty: 5168.905273
	Iteration 45Q: 3 clusters Score -4714385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4714393.000000 Penalty: 5168.905273
	Iteration 46Q: 3 clusters Score -4714393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4714392.000000 Penalty: 5168.905273
	Iteration 47Q: 3 clusters Score -4714392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4714383.000000 Penalty: 5168.905273
	Iteration 48Q: 3 clusters Score -4714383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4714391.500000 Penalty: 5168.905273
	Iteration 49Q: 3 clusters Score -4714392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4714397.500000 Penalty: 5168.905273
	Iteration 50Q: 3 clusters Score -4714398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4714393.000000 Penalty: 5168.905273
	Iteration 51Q: 3 clusters Score -4714393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4714394.500000 Penalty: 5168.905273
	Iteration 52Q: 3 clusters Score -4714394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4714394.500000 Penalty: 5168.905273
	Iteration 53F: 3 clusters Score -4714394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Entering Unmasked Estep 
Score: -746104.687500 Penalty: 2155.737549
	Iteration 0F: 2 clusters Score -746104.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -741099.750000 Penalty: 4311.475098
	Iteration 0F: 3 clusters Score -741099.8 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -743040.437500 Penalty: 4311.475098
	Iteration 1F: 3 clusters Score -743040.4 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -743884.312500 Penalty: 4311.475098
	Iteration 2F: 3 clusters Score -743884.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -744497.375000 Penalty: 4311.475098
	Iteration 3F: 3 clusters Score -744497.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -744969.375000 Penalty: 4311.475098
	Iteration 4F: 3 clusters Score -744969.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -745317.312500 Penalty: 4311.475098
	Iteration 5F: 3 clusters Score -745317.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -745515.312500 Penalty: 4311.475098
	Iteration 6Q: 3 clusters Score -745515.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -745635.500000 Penalty: 4311.475098
	Iteration 7Q: 3 clusters Score -745635.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -745716.250000 Penalty: 4311.475098
	Iteration 8Q: 3 clusters Score -745716.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -745752.875000 Penalty: 4311.475098
	Iteration 9Q: 3 clusters Score -745752.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -745778.875000 Penalty: 4311.475098
	Iteration 10Q: 3 clusters Score -745778.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -745787.312500 Penalty: 4311.475098
	Iteration 11Q: 3 clusters Score -745787.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -745793.312500 Penalty: 4311.475098
	Iteration 12Q: 3 clusters Score -745793.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -745792.500000 Penalty: 4311.475098
	Iteration 13Q: 3 clusters Score -745792.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -745795.500000 Penalty: 4311.475098
	Iteration 14Q: 3 clusters Score -745795.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -745796.250000 Penalty: 4311.475098
	Iteration 15Q: 3 clusters Score -745796.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -745795.312500 Penalty: 4311.475098
	Iteration 16Q: 3 clusters Score -745795.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -745797.687500 Penalty: 4311.475098
	Iteration 17Q: 3 clusters Score -745797.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -745797.687500 Penalty: 4311.475098
	Iteration 18F: 3 clusters Score -745797.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -67905.281250 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -67905.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66390.156250 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -66390.16 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66535.015625 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -66535.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -66581.312500 Penalty: 3096.142822
	Iteration 2Q: 3 clusters Score -66581.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -66606.804688 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -66606.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -66615.796875 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -66615.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -66621.585938 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -66621.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -66621.585938 Penalty: 3096.142822
	Iteration 6F: 3 clusters Score -66621.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Entering Unmasked Estep 
Score: -4000975.500000 Penalty: 2546.599609
	Iteration 0F: 2 clusters Score -4000976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -3981206.000000 Penalty: 5093.199219
	Iteration 0F: 3 clusters Score -3981206 nChanged 12877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -3988078.000000 Penalty: 5093.199219
	Iteration 1F: 3 clusters Score -3988078 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -3988522.000000 Penalty: 5093.199219
	Iteration 2Q: 3 clusters Score -3988522 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -3988854.750000 Penalty: 5093.199219
	Iteration 3Q: 3 clusters Score -3988855 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -3989132.000000 Penalty: 5093.199219
	Iteration 4Q: 3 clusters Score -3989132 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -3989410.750000 Penalty: 5093.199219
	Iteration 5Q: 3 clusters Score -3989411 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -3989683.500000 Penalty: 5093.199219
	Iteration 6Q: 3 clusters Score -3989684 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -3990049.500000 Penalty: 5093.199219
	Iteration 7Q: 3 clusters Score -3990050 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -3990441.000000 Penalty: 5093.199219
	Iteration 8Q: 3 clusters Score -3990441 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -3990949.000000 Penalty: 5093.199219
	Iteration 9Q: 3 clusters Score -3990949 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -3991739.750000 Penalty: 5093.199219
	Iteration 10Q: 3 clusters Score -3991740 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -3992812.500000 Penalty: 5093.199219
	Iteration 11F: 3 clusters Score -3992812 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -3994039.000000 Penalty: 5093.199219
	Iteration 12F: 3 clusters Score -3994039 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -3995332.250000 Penalty: 5093.199219
	Iteration 13F: 3 clusters Score -3995332 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3996422.000000 Penalty: 5093.199219
	Iteration 14Q: 3 clusters Score -3996422 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -3997251.000000 Penalty: 5093.199219
	Iteration 15Q: 3 clusters Score -3997251 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -3997857.500000 Penalty: 5093.199219
	Iteration 16Q: 3 clusters Score -3997858 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -3998238.250000 Penalty: 5093.199219
	Iteration 17Q: 3 clusters Score -3998238 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -3998477.750000 Penalty: 5093.199219
	Iteration 18Q: 3 clusters Score -3998478 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -3998621.500000 Penalty: 5093.199219
	Iteration 19Q: 3 clusters Score -3998622 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -3998705.500000 Penalty: 5093.199219
	Iteration 20F: 3 clusters Score -3998706 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -3998767.500000 Penalty: 5093.199219
	Iteration 21Q: 3 clusters Score -3998768 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -3998821.000000 Penalty: 5093.199219
	Iteration 22Q: 3 clusters Score -3998821 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -3998872.500000 Penalty: 5093.199219
	Iteration 23Q: 3 clusters Score -3998872 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -3998905.250000 Penalty: 5093.199219
	Iteration 24Q: 3 clusters Score -3998905 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -3998922.250000 Penalty: 5093.199219
	Iteration 25Q: 3 clusters Score -3998922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -3998943.000000 Penalty: 5093.199219
	Iteration 26Q: 3 clusters Score -3998943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -3998960.000000 Penalty: 5093.199219
	Iteration 27Q: 3 clusters Score -3998960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -3998971.500000 Penalty: 5093.199219
	Iteration 28Q: 3 clusters Score -3998972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3998974.250000 Penalty: 5093.199219
	Iteration 29Q: 3 clusters Score -3998974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -3998984.750000 Penalty: 5093.199219
	Iteration 30Q: 3 clusters Score -3998985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -3998989.750000 Penalty: 5093.199219
	Iteration 31Q: 3 clusters Score -3998990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -3998991.500000 Penalty: 5093.199219
	Iteration 32Q: 3 clusters Score -3998992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -3998996.000000 Penalty: 5093.199219
	Iteration 33Q: 3 clusters Score -3998996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -3998996.000000 Penalty: 5093.199219
	Iteration 34F: 3 clusters Score -3998996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Entering Unmasked Estep 
Score: -891305.437500 Penalty: 2176.489502
	Iteration 0F: 2 clusters Score -891305.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -885854.062500 Penalty: 4352.979004
	Iteration 0F: 3 clusters Score -885854.1 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -887213.000000 Penalty: 4352.979004
	Iteration 1F: 3 clusters Score -887213 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -887443.437500 Penalty: 4352.979004
	Iteration 2F: 3 clusters Score -887443.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -887643.250000 Penalty: 4352.979004
	Iteration 3F: 3 clusters Score -887643.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -887794.500000 Penalty: 4352.979004
	Iteration 4Q: 3 clusters Score -887794.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -887915.500000 Penalty: 4352.979004
	Iteration 5Q: 3 clusters Score -887915.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -888018.437500 Penalty: 4352.979004
	Iteration 6Q: 3 clusters Score -888018.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -888096.250000 Penalty: 4352.979004
	Iteration 7Q: 3 clusters Score -888096.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -888162.875000 Penalty: 4352.979004
	Iteration 8Q: 3 clusters Score -888162.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -888228.687500 Penalty: 4352.979004
	Iteration 9Q: 3 clusters Score -888228.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -888281.500000 Penalty: 4352.979004
	Iteration 10Q: 3 clusters Score -888281.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -888336.000000 Penalty: 4352.979004
	Iteration 11Q: 3 clusters Score -888336 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -888403.562500 Penalty: 4352.979004
	Iteration 12Q: 3 clusters Score -888403.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -888470.000000 Penalty: 4352.979004
	Iteration 13Q: 3 clusters Score -888470 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -888521.062500 Penalty: 4352.979004
	Iteration 14Q: 3 clusters Score -888521.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -888564.937500 Penalty: 4352.979004
	Iteration 15Q: 3 clusters Score -888564.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -888599.312500 Penalty: 4352.979004
	Iteration 16Q: 3 clusters Score -888599.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -888635.687500 Penalty: 4352.979004
	Iteration 17Q: 3 clusters Score -888635.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -888661.250000 Penalty: 4352.979004
	Iteration 18Q: 3 clusters Score -888661.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -888686.125000 Penalty: 4352.979004
	Iteration 19Q: 3 clusters Score -888686.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -888706.312500 Penalty: 4352.979004
	Iteration 20F: 3 clusters Score -888706.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -888724.937500 Penalty: 4352.979004
	Iteration 21Q: 3 clusters Score -888724.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -888740.875000 Penalty: 4352.979004
	Iteration 22Q: 3 clusters Score -888740.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -888758.812500 Penalty: 4352.979004
	Iteration 23Q: 3 clusters Score -888758.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -888772.812500 Penalty: 4352.979004
	Iteration 24Q: 3 clusters Score -888772.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -888792.250000 Penalty: 4352.979004
	Iteration 25Q: 3 clusters Score -888792.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -888808.812500 Penalty: 4352.979004
	Iteration 26Q: 3 clusters Score -888808.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -888822.437500 Penalty: 4352.979004
	Iteration 27Q: 3 clusters Score -888822.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -888847.125000 Penalty: 4352.979004
	Iteration 28Q: 3 clusters Score -888847.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -888867.250000 Penalty: 4352.979004
	Iteration 29Q: 3 clusters Score -888867.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -888901.125000 Penalty: 4352.979004
	Iteration 30Q: 3 clusters Score -888901.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -888922.437500 Penalty: 4352.979004
	Iteration 31Q: 3 clusters Score -888922.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -888947.062500 Penalty: 4352.979004
	Iteration 32Q: 3 clusters Score -888947.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -888971.500000 Penalty: 4352.979004
	Iteration 33Q: 3 clusters Score -888971.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -888991.750000 Penalty: 4352.979004
	Iteration 34Q: 3 clusters Score -888991.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -889005.312500 Penalty: 4352.979004
	Iteration 35Q: 3 clusters Score -889005.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -889021.750000 Penalty: 4352.979004
	Iteration 36Q: 3 clusters Score -889021.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -889041.687500 Penalty: 4352.979004
	Iteration 37Q: 3 clusters Score -889041.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -889055.937500 Penalty: 4352.979004
	Iteration 38Q: 3 clusters Score -889055.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -889069.937500 Penalty: 4352.979004
	Iteration 39Q: 3 clusters Score -889069.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -889076.875000 Penalty: 4352.979004
	Iteration 40F: 3 clusters Score -889076.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -889087.125000 Penalty: 4352.979004
	Iteration 41Q: 3 clusters Score -889087.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -889094.875000 Penalty: 4352.979004
	Iteration 42Q: 3 clusters Score -889094.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -889100.125000 Penalty: 4352.979004
	Iteration 43Q: 3 clusters Score -889100.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -889104.812500 Penalty: 4352.979004
	Iteration 44Q: 3 clusters Score -889104.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -889113.000000 Penalty: 4352.979004
	Iteration 45Q: 3 clusters Score -889113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -889117.062500 Penalty: 4352.979004
	Iteration 46Q: 3 clusters Score -889117.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -889122.375000 Penalty: 4352.979004
	Iteration 47Q: 3 clusters Score -889122.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -889128.187500 Penalty: 4352.979004
	Iteration 48Q: 3 clusters Score -889128.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -889136.125000 Penalty: 4352.979004
	Iteration 49Q: 3 clusters Score -889136.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -889143.000000 Penalty: 4352.979004
	Iteration 50Q: 3 clusters Score -889143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -889148.875000 Penalty: 4352.979004
	Iteration 51Q: 3 clusters Score -889148.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -889157.937500 Penalty: 4352.979004
	Iteration 52Q: 3 clusters Score -889157.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -889164.875000 Penalty: 4352.979004
	Iteration 53Q: 3 clusters Score -889164.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -889176.250000 Penalty: 4352.979004
	Iteration 54Q: 3 clusters Score -889176.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -889181.937500 Penalty: 4352.979004
	Iteration 55Q: 3 clusters Score -889181.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -889186.000000 Penalty: 4352.979004
	Iteration 56Q: 3 clusters Score -889186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -889191.375000 Penalty: 4352.979004
	Iteration 57Q: 3 clusters Score -889191.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -889194.625000 Penalty: 4352.979004
	Iteration 58Q: 3 clusters Score -889194.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -889197.500000 Penalty: 4352.979004
	Iteration 59Q: 3 clusters Score -889197.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -889199.875000 Penalty: 4352.979004
	Iteration 60F: 3 clusters Score -889199.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -889203.312500 Penalty: 4352.979004
	Iteration 61Q: 3 clusters Score -889203.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -889205.875000 Penalty: 4352.979004
	Iteration 62Q: 3 clusters Score -889205.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -889213.375000 Penalty: 4352.979004
	Iteration 63Q: 3 clusters Score -889213.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -889217.625000 Penalty: 4352.979004
	Iteration 64Q: 3 clusters Score -889217.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -889219.062500 Penalty: 4352.979004
	Iteration 65Q: 3 clusters Score -889219.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -889221.750000 Penalty: 4352.979004
	Iteration 66Q: 3 clusters Score -889221.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -889221.500000 Penalty: 4352.979004
	Iteration 67Q: 3 clusters Score -889221.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -889220.687500 Penalty: 4352.979004
	Iteration 68Q: 3 clusters Score -889220.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -889223.125000 Penalty: 4352.979004
	Iteration 69Q: 3 clusters Score -889223.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -889224.437500 Penalty: 4352.979004
	Iteration 70Q: 3 clusters Score -889224.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -889227.375000 Penalty: 4352.979004
	Iteration 71Q: 3 clusters Score -889227.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -889228.312500 Penalty: 4352.979004
	Iteration 72Q: 3 clusters Score -889228.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -889230.625000 Penalty: 4352.979004
	Iteration 73Q: 3 clusters Score -889230.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -889230.000000 Penalty: 4352.979004
	Iteration 74Q: 3 clusters Score -889230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -889232.937500 Penalty: 4352.979004
	Iteration 75Q: 3 clusters Score -889232.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -889232.187500 Penalty: 4352.979004
	Iteration 76Q: 3 clusters Score -889232.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -889233.562500 Penalty: 4352.979004
	Iteration 77Q: 3 clusters Score -889233.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -889235.437500 Penalty: 4352.979004
	Iteration 78Q: 3 clusters Score -889235.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -889236.312500 Penalty: 4352.979004
	Iteration 79Q: 3 clusters Score -889236.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -889235.812500 Penalty: 4352.979004
	Iteration 80F: 3 clusters Score -889235.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -889237.437500 Penalty: 4352.979004
	Iteration 81Q: 3 clusters Score -889237.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -889237.750000 Penalty: 4352.979004
	Iteration 82Q: 3 clusters Score -889237.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -889239.687500 Penalty: 4352.979004
	Iteration 83Q: 3 clusters Score -889239.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -889239.250000 Penalty: 4352.979004
	Iteration 84Q: 3 clusters Score -889239.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -889239.937500 Penalty: 4352.979004
	Iteration 85Q: 3 clusters Score -889239.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -889241.812500 Penalty: 4352.979004
	Iteration 86Q: 3 clusters Score -889241.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -889243.375000 Penalty: 4352.979004
	Iteration 87Q: 3 clusters Score -889243.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -889245.875000 Penalty: 4352.979004
	Iteration 88Q: 3 clusters Score -889245.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -889246.625000 Penalty: 4352.979004
	Iteration 89Q: 3 clusters Score -889246.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -889249.937500 Penalty: 4352.979004
	Iteration 90Q: 3 clusters Score -889249.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -889251.687500 Penalty: 4352.979004
	Iteration 91Q: 3 clusters Score -889251.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -889255.187500 Penalty: 4352.979004
	Iteration 92Q: 3 clusters Score -889255.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -889257.500000 Penalty: 4352.979004
	Iteration 93Q: 3 clusters Score -889257.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -889261.687500 Penalty: 4352.979004
	Iteration 94Q: 3 clusters Score -889261.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -889265.187500 Penalty: 4352.979004
	Iteration 95Q: 3 clusters Score -889265.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -889271.937500 Penalty: 4352.979004
	Iteration 96Q: 3 clusters Score -889271.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -889275.875000 Penalty: 4352.979004
	Iteration 97Q: 3 clusters Score -889275.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -889282.687500 Penalty: 4352.979004
	Iteration 98Q: 3 clusters Score -889282.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -889289.875000 Penalty: 4352.979004
	Iteration 99Q: 3 clusters Score -889289.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -889291.875000 Penalty: 4352.979004
	Iteration 100F: 3 clusters Score -889291.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -889299.625000 Penalty: 4352.979004
	Iteration 101Q: 3 clusters Score -889299.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -889301.500000 Penalty: 4352.979004
	Iteration 102Q: 3 clusters Score -889301.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -889303.625000 Penalty: 4352.979004
	Iteration 103Q: 3 clusters Score -889303.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -889306.312500 Penalty: 4352.979004
	Iteration 104Q: 3 clusters Score -889306.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -889306.812500 Penalty: 4352.979004
	Iteration 105Q: 3 clusters Score -889306.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -889308.812500 Penalty: 4352.979004
	Iteration 106Q: 3 clusters Score -889308.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -889309.437500 Penalty: 4352.979004
	Iteration 107Q: 3 clusters Score -889309.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -889310.125000 Penalty: 4352.979004
	Iteration 108Q: 3 clusters Score -889310.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -889310.937500 Penalty: 4352.979004
	Iteration 109Q: 3 clusters Score -889310.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -889310.937500 Penalty: 4352.979004
	Iteration 110F: 3 clusters Score -889310.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Entering Unmasked Estep 
Score: -747747.437500 Penalty: 2132.083984
	Iteration 0F: 2 clusters Score -747747.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -742987.062500 Penalty: 4264.167969
	Iteration 0F: 3 clusters Score -742987.1 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -744063.250000 Penalty: 4264.167969
	Iteration 1F: 3 clusters Score -744063.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -744313.062500 Penalty: 4264.167969
	Iteration 2F: 3 clusters Score -744313.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -744514.000000 Penalty: 4264.167969
	Iteration 3F: 3 clusters Score -744514 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -744658.687500 Penalty: 4264.167969
	Iteration 4Q: 3 clusters Score -744658.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -744770.937500 Penalty: 4264.167969
	Iteration 5Q: 3 clusters Score -744770.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -744902.187500 Penalty: 4264.167969
	Iteration 6Q: 3 clusters Score -744902.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -745024.875000 Penalty: 4264.167969
	Iteration 7Q: 3 clusters Score -745024.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -745116.187500 Penalty: 4264.167969
	Iteration 8Q: 3 clusters Score -745116.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -745201.750000 Penalty: 4264.167969
	Iteration 9Q: 3 clusters Score -745201.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -745273.875000 Penalty: 4264.167969
	Iteration 10Q: 3 clusters Score -745273.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -745336.062500 Penalty: 4264.167969
	Iteration 11Q: 3 clusters Score -745336.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -745386.312500 Penalty: 4264.167969
	Iteration 12Q: 3 clusters Score -745386.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -745426.500000 Penalty: 4264.167969
	Iteration 13Q: 3 clusters Score -745426.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -745472.062500 Penalty: 4264.167969
	Iteration 14Q: 3 clusters Score -745472.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -745509.812500 Penalty: 4264.167969
	Iteration 15Q: 3 clusters Score -745509.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -745549.437500 Penalty: 4264.167969
	Iteration 16Q: 3 clusters Score -745549.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -745581.437500 Penalty: 4264.167969
	Iteration 17Q: 3 clusters Score -745581.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -745603.437500 Penalty: 4264.167969
	Iteration 18Q: 3 clusters Score -745603.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -745636.750000 Penalty: 4264.167969
	Iteration 19Q: 3 clusters Score -745636.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -745667.562500 Penalty: 4264.167969
	Iteration 20F: 3 clusters Score -745667.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -745691.500000 Penalty: 4264.167969
	Iteration 21Q: 3 clusters Score -745691.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -745711.187500 Penalty: 4264.167969
	Iteration 22Q: 3 clusters Score -745711.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -745724.687500 Penalty: 4264.167969
	Iteration 23Q: 3 clusters Score -745724.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -745731.937500 Penalty: 4264.167969
	Iteration 24Q: 3 clusters Score -745731.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -745740.562500 Penalty: 4264.167969
	Iteration 25Q: 3 clusters Score -745740.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -745747.312500 Penalty: 4264.167969
	Iteration 26Q: 3 clusters Score -745747.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -745759.687500 Penalty: 4264.167969
	Iteration 27Q: 3 clusters Score -745759.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -745773.750000 Penalty: 4264.167969
	Iteration 28Q: 3 clusters Score -745773.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -745788.812500 Penalty: 4264.167969
	Iteration 29Q: 3 clusters Score -745788.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -745804.250000 Penalty: 4264.167969
	Iteration 30Q: 3 clusters Score -745804.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -745815.562500 Penalty: 4264.167969
	Iteration 31Q: 3 clusters Score -745815.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -745831.687500 Penalty: 4264.167969
	Iteration 32Q: 3 clusters Score -745831.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -745842.312500 Penalty: 4264.167969
	Iteration 33Q: 3 clusters Score -745842.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -745853.937500 Penalty: 4264.167969
	Iteration 34Q: 3 clusters Score -745853.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -745858.750000 Penalty: 4264.167969
	Iteration 35Q: 3 clusters Score -745858.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -745867.937500 Penalty: 4264.167969
	Iteration 36Q: 3 clusters Score -745867.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -745877.312500 Penalty: 4264.167969
	Iteration 37Q: 3 clusters Score -745877.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -745886.375000 Penalty: 4264.167969
	Iteration 38Q: 3 clusters Score -745886.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -745895.625000 Penalty: 4264.167969
	Iteration 39Q: 3 clusters Score -745895.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -745903.562500 Penalty: 4264.167969
	Iteration 40F: 3 clusters Score -745903.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -745916.000000 Penalty: 4264.167969
	Iteration 41Q: 3 clusters Score -745916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -745925.375000 Penalty: 4264.167969
	Iteration 42Q: 3 clusters Score -745925.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -745933.375000 Penalty: 4264.167969
	Iteration 43Q: 3 clusters Score -745933.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -745937.875000 Penalty: 4264.167969
	Iteration 44Q: 3 clusters Score -745937.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -745941.312500 Penalty: 4264.167969
	Iteration 45Q: 3 clusters Score -745941.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -745947.750000 Penalty: 4264.167969
	Iteration 46Q: 3 clusters Score -745947.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -745951.062500 Penalty: 4264.167969
	Iteration 47Q: 3 clusters Score -745951.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -745951.687500 Penalty: 4264.167969
	Iteration 48Q: 3 clusters Score -745951.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -745953.437500 Penalty: 4264.167969
	Iteration 49Q: 3 clusters Score -745953.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -745955.875000 Penalty: 4264.167969
	Iteration 50Q: 3 clusters Score -745955.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -745958.187500 Penalty: 4264.167969
	Iteration 51Q: 3 clusters Score -745958.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -745959.062500 Penalty: 4264.167969
	Iteration 52Q: 3 clusters Score -745959.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -745959.062500 Penalty: 4264.167969
	Iteration 53F: 3 clusters Score -745959.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -2093911.875000 Penalty: 2390.892090
	Iteration 0F: 2 clusters Score -2093912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2082650.750000 Penalty: 4781.784180
	Iteration 0F: 3 clusters Score -2082651 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2086249.750000 Penalty: 4781.784180
	Iteration 1F: 3 clusters Score -2086250 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2086723.875000 Penalty: 4781.784180
	Iteration 2F: 3 clusters Score -2086724 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2087239.375000 Penalty: 4781.784180
	Iteration 3F: 3 clusters Score -2087239 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2087870.125000 Penalty: 4781.784180
	Iteration 4F: 3 clusters Score -2087870 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2088609.000000 Penalty: 4781.784180
	Iteration 5F: 3 clusters Score -2088609 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2089355.750000 Penalty: 4781.784180
	Iteration 6F: 3 clusters Score -2089356 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2090011.250000 Penalty: 4781.784180
	Iteration 7F: 3 clusters Score -2090011 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2090529.250000 Penalty: 4781.784180
	Iteration 8Q: 3 clusters Score -2090529 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2090903.125000 Penalty: 4781.784180
	Iteration 9Q: 3 clusters Score -2090903 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2091165.250000 Penalty: 4781.784180
	Iteration 10Q: 3 clusters Score -2091165 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2091371.000000 Penalty: 4781.784180
	Iteration 11Q: 3 clusters Score -2091371 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2091553.625000 Penalty: 4781.784180
	Iteration 12Q: 3 clusters Score -2091554 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2091740.875000 Penalty: 4781.784180
	Iteration 13Q: 3 clusters Score -2091741 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2091911.125000 Penalty: 4781.784180
	Iteration 14Q: 3 clusters Score -2091911 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2092033.250000 Penalty: 4781.784180
	Iteration 15Q: 3 clusters Score -2092033 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2092124.250000 Penalty: 4781.784180
	Iteration 16Q: 3 clusters Score -2092124 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2092199.750000 Penalty: 4781.784180
	Iteration 17Q: 3 clusters Score -2092200 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2092258.000000 Penalty: 4781.784180
	Iteration 18Q: 3 clusters Score -2092258 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2092313.875000 Penalty: 4781.784180
	Iteration 19Q: 3 clusters Score -2092314 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2092351.250000 Penalty: 4781.784180
	Iteration 20F: 3 clusters Score -2092351 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2092376.125000 Penalty: 4781.784180
	Iteration 21Q: 3 clusters Score -2092376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2092394.375000 Penalty: 4781.784180
	Iteration 22Q: 3 clusters Score -2092394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2092404.000000 Penalty: 4781.784180
	Iteration 23Q: 3 clusters Score -2092404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2092408.125000 Penalty: 4781.784180
	Iteration 24Q: 3 clusters Score -2092408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2092415.250000 Penalty: 4781.784180
	Iteration 25Q: 3 clusters Score -2092415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2092418.500000 Penalty: 4781.784180
	Iteration 26Q: 3 clusters Score -2092418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2092419.500000 Penalty: 4781.784180
	Iteration 27Q: 3 clusters Score -2092420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2092418.500000 Penalty: 4781.784180
	Iteration 28Q: 3 clusters Score -2092418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2092418.500000 Penalty: 4781.784180
	Iteration 29F: 3 clusters Score -2092418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (66692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66692 members 
Entering Unmasked Estep 
Score: -9334193.000000 Penalty: 2754.744385
	Iteration 0F: 2 clusters Score -9334193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -9289546.000000 Penalty: 5509.488770
	Iteration 0F: 3 clusters Score -9289546 nChanged 31077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -9306708.000000 Penalty: 5509.488770
	Iteration 1F: 3 clusters Score -9306708 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -9307357.000000 Penalty: 5509.488770
	Iteration 2Q: 3 clusters Score -9307357 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -9307955.000000 Penalty: 5509.488770
	Iteration 3Q: 3 clusters Score -9307955 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -9308738.000000 Penalty: 5509.488770
	Iteration 4Q: 3 clusters Score -9308738 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -9309771.000000 Penalty: 5509.488770
	Iteration 5Q: 3 clusters Score -9309771 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -9311485.000000 Penalty: 5509.488770
	Iteration 6F: 3 clusters Score -9311485 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -9314384.000000 Penalty: 5509.488770
	Iteration 7F: 3 clusters Score -9314384 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52066 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -9318486.000000 Penalty: 5509.488770
	Iteration 8F: 3 clusters Score -9318486 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57228 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -9323208.000000 Penalty: 5509.488770
	Iteration 9F: 3 clusters Score -9323208 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61407 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -9327348.000000 Penalty: 5509.488770
	Iteration 10F: 3 clusters Score -9327348 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63885 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -9329737.000000 Penalty: 5509.488770
	Iteration 11Q: 3 clusters Score -9329737 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65099 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -9330825.000000 Penalty: 5509.488770
	Iteration 12Q: 3 clusters Score -9330825 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65661 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -9331330.000000 Penalty: 5509.488770
	Iteration 13Q: 3 clusters Score -9331330 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65905 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9331584.000000 Penalty: 5509.488770
	Iteration 14Q: 3 clusters Score -9331584 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66010 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9331706.000000 Penalty: 5509.488770
	Iteration 15Q: 3 clusters Score -9331706 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66071 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9331784.000000 Penalty: 5509.488770
	Iteration 16Q: 3 clusters Score -9331784 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66107 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9331809.000000 Penalty: 5509.488770
	Iteration 17Q: 3 clusters Score -9331809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66130 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9331841.000000 Penalty: 5509.488770
	Iteration 18Q: 3 clusters Score -9331841 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66143 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -9331857.000000 Penalty: 5509.488770
	Iteration 19Q: 3 clusters Score -9331857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66152 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9331878.000000 Penalty: 5509.488770
	Iteration 20F: 3 clusters Score -9331878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66158 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9331893.000000 Penalty: 5509.488770
	Iteration 21Q: 3 clusters Score -9331893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66158 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9331891.000000 Penalty: 5509.488770
	Iteration 22Q: 3 clusters Score -9331891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66159 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9331898.000000 Penalty: 5509.488770
	Iteration 23Q: 3 clusters Score -9331898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66156 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9331901.000000 Penalty: 5509.488770
	Iteration 24Q: 3 clusters Score -9331901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66154 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9331907.000000 Penalty: 5509.488770
	Iteration 25Q: 3 clusters Score -9331907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66152 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9331900.000000 Penalty: 5509.488770
	Iteration 26Q: 3 clusters Score -9331900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66152 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9331898.000000 Penalty: 5509.488770
	Iteration 27Q: 3 clusters Score -9331898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66152 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9331898.000000 Penalty: 5509.488770
	Iteration 28F: 3 clusters Score -9331898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Entering Unmasked Estep 
Score: -125942.203125 Penalty: 1694.324463
	Iteration 0F: 2 clusters Score -125942.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -124020.117188 Penalty: 3388.648926
	Iteration 0F: 3 clusters Score -124020.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -124274.382812 Penalty: 3388.648926
	Iteration 1F: 3 clusters Score -124274.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -124331.359375 Penalty: 3388.648926
	Iteration 2Q: 3 clusters Score -124331.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -124353.367188 Penalty: 3388.648926
	Iteration 3Q: 3 clusters Score -124353.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -124363.289062 Penalty: 3388.648926
	Iteration 4Q: 3 clusters Score -124363.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -124368.390625 Penalty: 3388.648926
	Iteration 5Q: 3 clusters Score -124368.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -124372.851562 Penalty: 3388.648926
	Iteration 6Q: 3 clusters Score -124372.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -124380.726562 Penalty: 3388.648926
	Iteration 7Q: 3 clusters Score -124380.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -124386.335938 Penalty: 3388.648926
	Iteration 8Q: 3 clusters Score -124386.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -124392.281250 Penalty: 3388.648926
	Iteration 9Q: 3 clusters Score -124392.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -124397.679688 Penalty: 3388.648926
	Iteration 10Q: 3 clusters Score -124397.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -124407.179688 Penalty: 3388.648926
	Iteration 11Q: 3 clusters Score -124407.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -124411.218750 Penalty: 3388.648926
	Iteration 12Q: 3 clusters Score -124411.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -124415.101562 Penalty: 3388.648926
	Iteration 13Q: 3 clusters Score -124415.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -124415.101562 Penalty: 3388.648926
	Iteration 14F: 3 clusters Score -124415.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Entering Unmasked Estep 
Score: -1074117.250000 Penalty: 2224.035889
	Iteration 0F: 2 clusters Score -1074117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1067779.125000 Penalty: 4448.071777
	Iteration 0F: 3 clusters Score -1067779 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1069514.750000 Penalty: 4448.071777
	Iteration 1F: 3 clusters Score -1069515 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1069822.125000 Penalty: 4448.071777
	Iteration 2F: 3 clusters Score -1069822 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1070036.250000 Penalty: 4448.071777
	Iteration 3F: 3 clusters Score -1070036 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1070228.000000 Penalty: 4448.071777
	Iteration 4Q: 3 clusters Score -1070228 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1070417.750000 Penalty: 4448.071777
	Iteration 5Q: 3 clusters Score -1070418 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1070630.125000 Penalty: 4448.071777
	Iteration 6Q: 3 clusters Score -1070630 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1070878.125000 Penalty: 4448.071777
	Iteration 7Q: 3 clusters Score -1070878 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1071194.750000 Penalty: 4448.071777
	Iteration 8F: 3 clusters Score -1071195 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1071572.000000 Penalty: 4448.071777
	Iteration 9F: 3 clusters Score -1071572 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1071861.750000 Penalty: 4448.071777
	Iteration 10Q: 3 clusters Score -1071862 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1072114.375000 Penalty: 4448.071777
	Iteration 11Q: 3 clusters Score -1072114 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1072317.875000 Penalty: 4448.071777
	Iteration 12Q: 3 clusters Score -1072318 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1072466.750000 Penalty: 4448.071777
	Iteration 13Q: 3 clusters Score -1072467 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1072594.500000 Penalty: 4448.071777
	Iteration 14Q: 3 clusters Score -1072594 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1072676.875000 Penalty: 4448.071777
	Iteration 15Q: 3 clusters Score -1072677 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1072735.125000 Penalty: 4448.071777
	Iteration 16Q: 3 clusters Score -1072735 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1072778.000000 Penalty: 4448.071777
	Iteration 17Q: 3 clusters Score -1072778 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1072809.250000 Penalty: 4448.071777
	Iteration 18Q: 3 clusters Score -1072809 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1072849.375000 Penalty: 4448.071777
	Iteration 19Q: 3 clusters Score -1072849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1072871.625000 Penalty: 4448.071777
	Iteration 20F: 3 clusters Score -1072872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1072883.000000 Penalty: 4448.071777
	Iteration 21Q: 3 clusters Score -1072883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1072887.375000 Penalty: 4448.071777
	Iteration 22Q: 3 clusters Score -1072887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1072898.500000 Penalty: 4448.071777
	Iteration 23Q: 3 clusters Score -1072898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1072903.500000 Penalty: 4448.071777
	Iteration 24Q: 3 clusters Score -1072904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1072915.000000 Penalty: 4448.071777
	Iteration 25Q: 3 clusters Score -1072915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1072928.500000 Penalty: 4448.071777
	Iteration 26Q: 3 clusters Score -1072928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1072939.375000 Penalty: 4448.071777
	Iteration 27Q: 3 clusters Score -1072939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1072960.125000 Penalty: 4448.071777
	Iteration 28Q: 3 clusters Score -1072960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1072972.500000 Penalty: 4448.071777
	Iteration 29Q: 3 clusters Score -1072972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1072983.500000 Penalty: 4448.071777
	Iteration 30Q: 3 clusters Score -1072984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1072991.625000 Penalty: 4448.071777
	Iteration 31Q: 3 clusters Score -1072992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1073003.000000 Penalty: 4448.071777
	Iteration 32Q: 3 clusters Score -1073003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1073010.875000 Penalty: 4448.071777
	Iteration 33Q: 3 clusters Score -1073011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1073016.125000 Penalty: 4448.071777
	Iteration 34Q: 3 clusters Score -1073016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1073023.000000 Penalty: 4448.071777
	Iteration 35Q: 3 clusters Score -1073023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1073031.125000 Penalty: 4448.071777
	Iteration 36Q: 3 clusters Score -1073031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1073037.875000 Penalty: 4448.071777
	Iteration 37Q: 3 clusters Score -1073038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1073042.000000 Penalty: 4448.071777
	Iteration 38Q: 3 clusters Score -1073042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1073046.250000 Penalty: 4448.071777
	Iteration 39Q: 3 clusters Score -1073046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1073049.625000 Penalty: 4448.071777
	Iteration 40F: 3 clusters Score -1073050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1073052.750000 Penalty: 4448.071777
	Iteration 41Q: 3 clusters Score -1073053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1073056.375000 Penalty: 4448.071777
	Iteration 42Q: 3 clusters Score -1073056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1073062.375000 Penalty: 4448.071777
	Iteration 43Q: 3 clusters Score -1073062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1073064.625000 Penalty: 4448.071777
	Iteration 44Q: 3 clusters Score -1073065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1073066.375000 Penalty: 4448.071777
	Iteration 45Q: 3 clusters Score -1073066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1073065.375000 Penalty: 4448.071777
	Iteration 46Q: 3 clusters Score -1073065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1073065.375000 Penalty: 4448.071777
	Iteration 47F: 3 clusters Score -1073065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Entering Unmasked Estep 
Score: -163837.468750 Penalty: 1769.255249
	Iteration 0F: 2 clusters Score -163837.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -161755.328125 Penalty: 3538.510498
	Iteration 0F: 3 clusters Score -161755.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -162176.875000 Penalty: 3538.510498
	Iteration 1F: 3 clusters Score -162176.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -162314.906250 Penalty: 3538.510498
	Iteration 2F: 3 clusters Score -162314.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -162433.046875 Penalty: 3538.510498
	Iteration 3F: 3 clusters Score -162433 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -162555.218750 Penalty: 3538.510498
	Iteration 4Q: 3 clusters Score -162555.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -162715.875000 Penalty: 3538.510498
	Iteration 5Q: 3 clusters Score -162715.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -162954.140625 Penalty: 3538.510498
	Iteration 6Q: 3 clusters Score -162954.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -163126.078125 Penalty: 3538.510498
	Iteration 7Q: 3 clusters Score -163126.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -163232.671875 Penalty: 3538.510498
	Iteration 8Q: 3 clusters Score -163232.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -163332.234375 Penalty: 3538.510498
	Iteration 9Q: 3 clusters Score -163332.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -163416.890625 Penalty: 3538.510498
	Iteration 10Q: 3 clusters Score -163416.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -163457.156250 Penalty: 3538.510498
	Iteration 11Q: 3 clusters Score -163457.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -163483.109375 Penalty: 3538.510498
	Iteration 12Q: 3 clusters Score -163483.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -163497.781250 Penalty: 3538.510498
	Iteration 13Q: 3 clusters Score -163497.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -163512.156250 Penalty: 3538.510498
	Iteration 14Q: 3 clusters Score -163512.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -163533.281250 Penalty: 3538.510498
	Iteration 15Q: 3 clusters Score -163533.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -163547.046875 Penalty: 3538.510498
	Iteration 16Q: 3 clusters Score -163547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -163563.140625 Penalty: 3538.510498
	Iteration 17Q: 3 clusters Score -163563.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -163578.812500 Penalty: 3538.510498
	Iteration 18Q: 3 clusters Score -163578.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -163588.843750 Penalty: 3538.510498
	Iteration 19Q: 3 clusters Score -163588.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -163595.109375 Penalty: 3538.510498
	Iteration 20F: 3 clusters Score -163595.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2672 members 
Mstep: Class 3 contains 135131 members 
Mstep: Class 4 contains 7632 members 
Mstep: Class 5 contains 131581 members 
Mstep: Class 6 contains 31600 members 
Mstep: Class 7 contains 46394 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 140202 members 
Mstep: Class 10 contains 8609 members 
Mstep: Class 11 contains 21196 members 
Mstep: Class 12 contains 51357 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26531 members 
Mstep: Class 15 contains 49025 members 
Mstep: Class 16 contains 8505 members 
Mstep: Class 17 contains 5580 members 
Mstep: Class 18 contains 7835 members 
Mstep: Class 19 contains 43756 members 
Mstep: Class 20 contains 137843 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33563 members 
Mstep: Class 23 contains 5958 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28812 members 
Mstep: Class 26 contains 6478 members 
Mstep: Class 27 contains 5416 members 
Mstep: Class 28 contains 15378 members 
Mstep: Class 29 contains 66692 members 
Mstep: Class 30 contains 927 members 
Mstep: Class 31 contains 7847 members 
Mstep: Class 32 contains 1254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142946656.000000 Penalty: 110053.570312
Iteration 159Q: 33 clusters Score -1.429467e+08 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2672 members 
Mstep: Class 3 contains 134718 members 
Mstep: Class 4 contains 7632 members 
Mstep: Class 5 contains 131521 members 
Mstep: Class 6 contains 31671 members 
Mstep: Class 7 contains 46375 members 
Mstep: Class 8 contains 17934 members 
Mstep: Class 9 contains 140165 members 
Mstep: Class 10 contains 8603 members 
Mstep: Class 11 contains 21203 members 
Mstep: Class 12 contains 51324 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26527 members 
Mstep: Class 15 contains 49511 members 
Mstep: Class 16 contains 8498 members 
Mstep: Class 17 contains 5582 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 43747 members 
Mstep: Class 20 contains 137796 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33549 members 
Mstep: Class 23 contains 5958 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28813 members 
Mstep: Class 26 contains 6480 members 
Mstep: Class 27 contains 5426 members 
Mstep: Class 28 contains 15378 members 
Mstep: Class 29 contains 66717 members 
Mstep: Class 30 contains 927 members 
Mstep: Class 31 contains 7914 members 
Mstep: Class 32 contains 1254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142946848.000000 Penalty: 110053.570312
Iteration 160F: 33 clusters Score -1.429468e+08 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2671 members 
Mstep: Class 3 contains 134315 members 
Mstep: Class 4 contains 7631 members 
Mstep: Class 5 contains 131481 members 
Mstep: Class 6 contains 31734 members 
Mstep: Class 7 contains 46346 members 
Mstep: Class 8 contains 17925 members 
Mstep: Class 9 contains 140140 members 
Mstep: Class 10 contains 8596 members 
Mstep: Class 11 contains 21211 members 
Mstep: Class 12 contains 51286 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26524 members 
Mstep: Class 15 contains 50005 members 
Mstep: Class 16 contains 8489 members 
Mstep: Class 17 contains 5583 members 
Mstep: Class 18 contains 7815 members 
Mstep: Class 19 contains 43741 members 
Mstep: Class 20 contains 137770 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33531 members 
Mstep: Class 23 contains 5958 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28800 members 
Mstep: Class 26 contains 6482 members 
Mstep: Class 27 contains 5433 members 
Mstep: Class 28 contains 15378 members 
Mstep: Class 29 contains 66722 members 
Mstep: Class 30 contains 927 members 
Mstep: Class 31 contains 7973 members 
Mstep: Class 32 contains 1254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142946992.000000 Penalty: 110053.570312
Iteration 161Q: 33 clusters Score -1.42947e+08 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2670 members 
Mstep: Class 3 contains 133891 members 
Mstep: Class 4 contains 7627 members 
Mstep: Class 5 contains 131452 members 
Mstep: Class 6 contains 31796 members 
Mstep: Class 7 contains 46324 members 
Mstep: Class 8 contains 17925 members 
Mstep: Class 9 contains 140098 members 
Mstep: Class 10 contains 8582 members 
Mstep: Class 11 contains 21216 members 
Mstep: Class 12 contains 51242 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26519 members 
Mstep: Class 15 contains 50530 members 
Mstep: Class 16 contains 8488 members 
Mstep: Class 17 contains 5583 members 
Mstep: Class 18 contains 7809 members 
Mstep: Class 19 contains 43735 members 
Mstep: Class 20 contains 137737 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33509 members 
Mstep: Class 23 contains 5961 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28790 members 
Mstep: Class 26 contains 6482 members 
Mstep: Class 27 contains 5442 members 
Mstep: Class 28 contains 15379 members 
Mstep: Class 29 contains 66725 members 
Mstep: Class 30 contains 927 members 
Mstep: Class 31 contains 8028 members 
Mstep: Class 32 contains 1254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142946944.000000 Penalty: 110053.570312
Iteration 162Q: 33 clusters Score -1.429469e+08 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2667 members 
Mstep: Class 3 contains 133429 members 
Mstep: Class 4 contains 7627 members 
Mstep: Class 5 contains 131428 members 
Mstep: Class 6 contains 31856 members 
Mstep: Class 7 contains 46330 members 
Mstep: Class 8 contains 17925 members 
Mstep: Class 9 contains 140070 members 
Mstep: Class 10 contains 8569 members 
Mstep: Class 11 contains 21241 members 
Mstep: Class 12 contains 51188 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26513 members 
Mstep: Class 15 contains 51049 members 
Mstep: Class 16 contains 8477 members 
Mstep: Class 17 contains 5583 members 
Mstep: Class 18 contains 7805 members 
Mstep: Class 19 contains 43737 members 
Mstep: Class 20 contains 137680 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33494 members 
Mstep: Class 23 contains 5964 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28775 members 
Mstep: Class 26 contains 6483 members 
Mstep: Class 27 contains 5444 members 
Mstep: Class 28 contains 15381 members 
Mstep: Class 29 contains 66736 members 
Mstep: Class 30 contains 927 members 
Mstep: Class 31 contains 8089 members 
Mstep: Class 32 contains 1254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142947200.000000 Penalty: 110053.570312
Iteration 163Q: 33 clusters Score -1.429472e+08 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2666 members 
Mstep: Class 3 contains 132972 members 
Mstep: Class 4 contains 7624 members 
Mstep: Class 5 contains 131443 members 
Mstep: Class 6 contains 31892 members 
Mstep: Class 7 contains 46335 members 
Mstep: Class 8 contains 17914 members 
Mstep: Class 9 contains 140045 members 
Mstep: Class 10 contains 8559 members 
Mstep: Class 11 contains 21251 members 
Mstep: Class 12 contains 51135 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26509 members 
Mstep: Class 15 contains 51562 members 
Mstep: Class 16 contains 8470 members 
Mstep: Class 17 contains 5584 members 
Mstep: Class 18 contains 7804 members 
Mstep: Class 19 contains 43731 members 
Mstep: Class 20 contains 137635 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33464 members 
Mstep: Class 23 contains 5965 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28772 members 
Mstep: Class 26 contains 6485 members 
Mstep: Class 27 contains 5453 members 
Mstep: Class 28 contains 15382 members 
Mstep: Class 29 contains 66745 members 
Mstep: Class 30 contains 927 members 
Mstep: Class 31 contains 8143 members 
Mstep: Class 32 contains 1254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142947376.000000 Penalty: 110053.570312
Iteration 164Q: 33 clusters Score -1.429474e+08 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 132522 members 
Mstep: Class 4 contains 7623 members 
Mstep: Class 5 contains 131432 members 
Mstep: Class 6 contains 31900 members 
Mstep: Class 7 contains 46337 members 
Mstep: Class 8 contains 17906 members 
Mstep: Class 9 contains 140023 members 
Mstep: Class 10 contains 8549 members 
Mstep: Class 11 contains 21265 members 
Mstep: Class 12 contains 51085 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26503 members 
Mstep: Class 15 contains 52116 members 
Mstep: Class 16 contains 8464 members 
Mstep: Class 17 contains 5585 members 
Mstep: Class 18 contains 7802 members 
Mstep: Class 19 contains 43726 members 
Mstep: Class 20 contains 137585 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33442 members 
Mstep: Class 23 contains 5965 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28757 members 
Mstep: Class 26 contains 6488 members 
Mstep: Class 27 contains 5467 members 
Mstep: Class 28 contains 15384 members 
Mstep: Class 29 contains 66754 members 
Mstep: Class 30 contains 926 members 
Mstep: Class 31 contains 8196 members 
Mstep: Class 32 contains 1254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142947888.000000 Penalty: 110053.570312
Iteration 165Q: 33 clusters Score -1.429479e+08 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2664 members 
Mstep: Class 3 contains 132096 members 
Mstep: Class 4 contains 7624 members 
Mstep: Class 5 contains 131436 members 
Mstep: Class 6 contains 31922 members 
Mstep: Class 7 contains 46329 members 
Mstep: Class 8 contains 17898 members 
Mstep: Class 9 contains 139971 members 
Mstep: Class 10 contains 8541 members 
Mstep: Class 11 contains 21277 members 
Mstep: Class 12 contains 51038 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26496 members 
Mstep: Class 15 contains 52611 members 
Mstep: Class 16 contains 8455 members 
Mstep: Class 17 contains 5585 members 
Mstep: Class 18 contains 7802 members 
Mstep: Class 19 contains 43719 members 
Mstep: Class 20 contains 137601 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33422 members 
Mstep: Class 23 contains 5967 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28748 members 
Mstep: Class 26 contains 6490 members 
Mstep: Class 27 contains 5475 members 
Mstep: Class 28 contains 15384 members 
Mstep: Class 29 contains 66752 members 
Mstep: Class 30 contains 925 members 
Mstep: Class 31 contains 8239 members 
Mstep: Class 32 contains 1254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142947440.000000 Penalty: 110053.570312
Iteration 166Q: 33 clusters Score -1.429474e+08 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2664 members 
Mstep: Class 3 contains 131655 members 
Mstep: Class 4 contains 7625 members 
Mstep: Class 5 contains 131456 members 
Mstep: Class 6 contains 31951 members 
Mstep: Class 7 contains 46325 members 
Mstep: Class 8 contains 17891 members 
Mstep: Class 9 contains 139923 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 21278 members 
Mstep: Class 12 contains 50980 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26493 members 
Mstep: Class 15 contains 53143 members 
Mstep: Class 16 contains 8456 members 
Mstep: Class 17 contains 5586 members 
Mstep: Class 18 contains 7799 members 
Mstep: Class 19 contains 43710 members 
Mstep: Class 20 contains 137576 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33397 members 
Mstep: Class 23 contains 5966 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28742 members 
Mstep: Class 26 contains 6491 members 
Mstep: Class 27 contains 5479 members 
Mstep: Class 28 contains 15387 members 
Mstep: Class 29 contains 66757 members 
Mstep: Class 30 contains 924 members 
Mstep: Class 31 contains 8285 members 
Mstep: Class 32 contains 1255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142947440.000000 Penalty: 110053.570312
Iteration 167Q: 33 clusters Score -1.429474e+08 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2664 members 
Mstep: Class 3 contains 131204 members 
Mstep: Class 4 contains 7620 members 
Mstep: Class 5 contains 131433 members 
Mstep: Class 6 contains 31979 members 
Mstep: Class 7 contains 46319 members 
Mstep: Class 8 contains 17894 members 
Mstep: Class 9 contains 139831 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 21281 members 
Mstep: Class 12 contains 50925 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26483 members 
Mstep: Class 15 contains 53753 members 
Mstep: Class 16 contains 8456 members 
Mstep: Class 17 contains 5588 members 
Mstep: Class 18 contains 7799 members 
Mstep: Class 19 contains 43702 members 
Mstep: Class 20 contains 137561 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33362 members 
Mstep: Class 23 contains 5965 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28767 members 
Mstep: Class 26 contains 6492 members 
Mstep: Class 27 contains 5483 members 
Mstep: Class 28 contains 15391 members 
Mstep: Class 29 contains 66753 members 
Mstep: Class 30 contains 925 members 
Mstep: Class 31 contains 8325 members 
Mstep: Class 32 contains 1255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142947808.000000 Penalty: 110053.570312
Iteration 168Q: 33 clusters Score -1.429478e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2664 members 
Mstep: Class 3 contains 130747 members 
Mstep: Class 4 contains 7612 members 
Mstep: Class 5 contains 131401 members 
Mstep: Class 6 contains 32006 members 
Mstep: Class 7 contains 46324 members 
Mstep: Class 8 contains 17895 members 
Mstep: Class 9 contains 139762 members 
Mstep: Class 10 contains 8504 members 
Mstep: Class 11 contains 21282 members 
Mstep: Class 12 contains 50857 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26479 members 
Mstep: Class 15 contains 54358 members 
Mstep: Class 16 contains 8450 members 
Mstep: Class 17 contains 5586 members 
Mstep: Class 18 contains 7798 members 
Mstep: Class 19 contains 43697 members 
Mstep: Class 20 contains 137517 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33330 members 
Mstep: Class 23 contains 5968 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28804 members 
Mstep: Class 26 contains 6494 members 
Mstep: Class 27 contains 5483 members 
Mstep: Class 28 contains 15393 members 
Mstep: Class 29 contains 66764 members 
Mstep: Class 30 contains 926 members 
Mstep: Class 31 contains 8365 members 
Mstep: Class 32 contains 1255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142947664.000000 Penalty: 110053.570312
Iteration 169Q: 33 clusters Score -1.429477e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2664 members 
Mstep: Class 3 contains 130263 members 
Mstep: Class 4 contains 7609 members 
Mstep: Class 5 contains 131384 members 
Mstep: Class 6 contains 32026 members 
Mstep: Class 7 contains 46316 members 
Mstep: Class 8 contains 17894 members 
Mstep: Class 9 contains 139698 members 
Mstep: Class 10 contains 8489 members 
Mstep: Class 11 contains 21277 members 
Mstep: Class 12 contains 50795 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26482 members 
Mstep: Class 15 contains 54972 members 
Mstep: Class 16 contains 8446 members 
Mstep: Class 17 contains 5587 members 
Mstep: Class 18 contains 7794 members 
Mstep: Class 19 contains 43689 members 
Mstep: Class 20 contains 137482 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33296 members 
Mstep: Class 23 contains 5967 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28832 members 
Mstep: Class 26 contains 6495 members 
Mstep: Class 27 contains 5487 members 
Mstep: Class 28 contains 15394 members 
Mstep: Class 29 contains 66793 members 
Mstep: Class 30 contains 929 members 
Mstep: Class 31 contains 8405 members 
Mstep: Class 32 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142947328.000000 Penalty: 110053.570312
Iteration 170Q: 33 clusters Score -1.429473e+08 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2664 members 
Mstep: Class 3 contains 129801 members 
Mstep: Class 4 contains 7608 members 
Mstep: Class 5 contains 131350 members 
Mstep: Class 6 contains 32054 members 
Mstep: Class 7 contains 46322 members 
Mstep: Class 8 contains 17891 members 
Mstep: Class 9 contains 139640 members 
Mstep: Class 10 contains 8480 members 
Mstep: Class 11 contains 21293 members 
Mstep: Class 12 contains 50745 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26480 members 
Mstep: Class 15 contains 55546 members 
Mstep: Class 16 contains 8442 members 
Mstep: Class 17 contains 5590 members 
Mstep: Class 18 contains 7785 members 
Mstep: Class 19 contains 43674 members 
Mstep: Class 20 contains 137435 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33259 members 
Mstep: Class 23 contains 5966 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28846 members 
Mstep: Class 26 contains 6497 members 
Mstep: Class 27 contains 5490 members 
Mstep: Class 28 contains 15394 members 
Mstep: Class 29 contains 66827 members 
Mstep: Class 30 contains 932 members 
Mstep: Class 31 contains 8452 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142947600.000000 Penalty: 110053.570312
Iteration 171Q: 33 clusters Score -1.429476e+08 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2664 members 
Mstep: Class 3 contains 129353 members 
Mstep: Class 4 contains 7609 members 
Mstep: Class 5 contains 131296 members 
Mstep: Class 6 contains 32074 members 
Mstep: Class 7 contains 46333 members 
Mstep: Class 8 contains 17884 members 
Mstep: Class 9 contains 139581 members 
Mstep: Class 10 contains 8481 members 
Mstep: Class 11 contains 21309 members 
Mstep: Class 12 contains 50682 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26482 members 
Mstep: Class 15 contains 56133 members 
Mstep: Class 16 contains 8436 members 
Mstep: Class 17 contains 5590 members 
Mstep: Class 18 contains 7783 members 
Mstep: Class 19 contains 43662 members 
Mstep: Class 20 contains 137392 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33239 members 
Mstep: Class 23 contains 5967 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28855 members 
Mstep: Class 26 contains 6498 members 
Mstep: Class 27 contains 5495 members 
Mstep: Class 28 contains 15394 members 
Mstep: Class 29 contains 66841 members 
Mstep: Class 30 contains 936 members 
Mstep: Class 31 contains 8494 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142947824.000000 Penalty: 110053.570312
Iteration 172Q: 33 clusters Score -1.429478e+08 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2666 members 
Mstep: Class 3 contains 128923 members 
Mstep: Class 4 contains 7611 members 
Mstep: Class 5 contains 131241 members 
Mstep: Class 6 contains 32091 members 
Mstep: Class 7 contains 46345 members 
Mstep: Class 8 contains 17872 members 
Mstep: Class 9 contains 139526 members 
Mstep: Class 10 contains 8485 members 
Mstep: Class 11 contains 21311 members 
Mstep: Class 12 contains 50636 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26485 members 
Mstep: Class 15 contains 56702 members 
Mstep: Class 16 contains 8435 members 
Mstep: Class 17 contains 5590 members 
Mstep: Class 18 contains 7780 members 
Mstep: Class 19 contains 43652 members 
Mstep: Class 20 contains 137341 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33217 members 
Mstep: Class 23 contains 5966 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28865 members 
Mstep: Class 26 contains 6498 members 
Mstep: Class 27 contains 5501 members 
Mstep: Class 28 contains 15395 members 
Mstep: Class 29 contains 66858 members 
Mstep: Class 30 contains 939 members 
Mstep: Class 31 contains 8532 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142947920.000000 Penalty: 110053.570312
Iteration 173Q: 33 clusters Score -1.429479e+08 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2667 members 
Mstep: Class 3 contains 128530 members 
Mstep: Class 4 contains 7615 members 
Mstep: Class 5 contains 131189 members 
Mstep: Class 6 contains 32113 members 
Mstep: Class 7 contains 46355 members 
Mstep: Class 8 contains 17860 members 
Mstep: Class 9 contains 139442 members 
Mstep: Class 10 contains 8492 members 
Mstep: Class 11 contains 21320 members 
Mstep: Class 12 contains 50561 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26483 members 
Mstep: Class 15 contains 57248 members 
Mstep: Class 16 contains 8433 members 
Mstep: Class 17 contains 5591 members 
Mstep: Class 18 contains 7776 members 
Mstep: Class 19 contains 43648 members 
Mstep: Class 20 contains 137300 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33199 members 
Mstep: Class 23 contains 5969 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28873 members 
Mstep: Class 26 contains 6498 members 
Mstep: Class 27 contains 5511 members 
Mstep: Class 28 contains 15397 members 
Mstep: Class 29 contains 66880 members 
Mstep: Class 30 contains 941 members 
Mstep: Class 31 contains 8572 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948288.000000 Penalty: 110053.570312
Iteration 174Q: 33 clusters Score -1.429483e+08 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2666 members 
Mstep: Class 3 contains 128132 members 
Mstep: Class 4 contains 7614 members 
Mstep: Class 5 contains 131142 members 
Mstep: Class 6 contains 32134 members 
Mstep: Class 7 contains 46382 members 
Mstep: Class 8 contains 17851 members 
Mstep: Class 9 contains 139385 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 21320 members 
Mstep: Class 12 contains 50484 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26484 members 
Mstep: Class 15 contains 57820 members 
Mstep: Class 16 contains 8425 members 
Mstep: Class 17 contains 5591 members 
Mstep: Class 18 contains 7774 members 
Mstep: Class 19 contains 43651 members 
Mstep: Class 20 contains 137240 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33177 members 
Mstep: Class 23 contains 5970 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28873 members 
Mstep: Class 26 contains 6498 members 
Mstep: Class 27 contains 5515 members 
Mstep: Class 28 contains 15397 members 
Mstep: Class 29 contains 66879 members 
Mstep: Class 30 contains 945 members 
Mstep: Class 31 contains 8619 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948112.000000 Penalty: 110053.570312
Iteration 175Q: 33 clusters Score -1.429481e+08 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2667 members 
Mstep: Class 3 contains 127785 members 
Mstep: Class 4 contains 7614 members 
Mstep: Class 5 contains 131095 members 
Mstep: Class 6 contains 32170 members 
Mstep: Class 7 contains 46399 members 
Mstep: Class 8 contains 17840 members 
Mstep: Class 9 contains 139288 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 21329 members 
Mstep: Class 12 contains 50414 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26486 members 
Mstep: Class 15 contains 58402 members 
Mstep: Class 16 contains 8417 members 
Mstep: Class 17 contains 5590 members 
Mstep: Class 18 contains 7770 members 
Mstep: Class 19 contains 43647 members 
Mstep: Class 20 contains 137161 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33155 members 
Mstep: Class 23 contains 5969 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28879 members 
Mstep: Class 26 contains 6498 members 
Mstep: Class 27 contains 5521 members 
Mstep: Class 28 contains 15397 members 
Mstep: Class 29 contains 66880 members 
Mstep: Class 30 contains 948 members 
Mstep: Class 31 contains 8651 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948192.000000 Penalty: 110053.570312
Iteration 176Q: 33 clusters Score -1.429482e+08 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2667 members 
Mstep: Class 3 contains 127445 members 
Mstep: Class 4 contains 7614 members 
Mstep: Class 5 contains 131062 members 
Mstep: Class 6 contains 32199 members 
Mstep: Class 7 contains 46398 members 
Mstep: Class 8 contains 17832 members 
Mstep: Class 9 contains 139176 members 
Mstep: Class 10 contains 8490 members 
Mstep: Class 11 contains 21333 members 
Mstep: Class 12 contains 50346 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26483 members 
Mstep: Class 15 contains 58984 members 
Mstep: Class 16 contains 8410 members 
Mstep: Class 17 contains 5590 members 
Mstep: Class 18 contains 7767 members 
Mstep: Class 19 contains 43641 members 
Mstep: Class 20 contains 137081 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33147 members 
Mstep: Class 23 contains 5968 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28900 members 
Mstep: Class 26 contains 6498 members 
Mstep: Class 27 contains 5521 members 
Mstep: Class 28 contains 15400 members 
Mstep: Class 29 contains 66876 members 
Mstep: Class 30 contains 951 members 
Mstep: Class 31 contains 8684 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948288.000000 Penalty: 110053.570312
Iteration 177Q: 33 clusters Score -1.429483e+08 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2667 members 
Mstep: Class 3 contains 127130 members 
Mstep: Class 4 contains 7615 members 
Mstep: Class 5 contains 131038 members 
Mstep: Class 6 contains 32205 members 
Mstep: Class 7 contains 46394 members 
Mstep: Class 8 contains 17829 members 
Mstep: Class 9 contains 139035 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 21328 members 
Mstep: Class 12 contains 50296 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26481 members 
Mstep: Class 15 contains 59591 members 
Mstep: Class 16 contains 8405 members 
Mstep: Class 17 contains 5592 members 
Mstep: Class 18 contains 7760 members 
Mstep: Class 19 contains 43631 members 
Mstep: Class 20 contains 136999 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33125 members 
Mstep: Class 23 contains 5969 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28912 members 
Mstep: Class 26 contains 6498 members 
Mstep: Class 27 contains 5527 members 
Mstep: Class 28 contains 15402 members 
Mstep: Class 29 contains 66877 members 
Mstep: Class 30 contains 955 members 
Mstep: Class 31 contains 8709 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948304.000000 Penalty: 110053.570312
Iteration 178Q: 33 clusters Score -1.429483e+08 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2667 members 
Mstep: Class 3 contains 126799 members 
Mstep: Class 4 contains 7616 members 
Mstep: Class 5 contains 131003 members 
Mstep: Class 6 contains 32199 members 
Mstep: Class 7 contains 46397 members 
Mstep: Class 8 contains 17826 members 
Mstep: Class 9 contains 138946 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 21318 members 
Mstep: Class 12 contains 50237 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26473 members 
Mstep: Class 15 contains 60185 members 
Mstep: Class 16 contains 8398 members 
Mstep: Class 17 contains 5589 members 
Mstep: Class 18 contains 7753 members 
Mstep: Class 19 contains 43627 members 
Mstep: Class 20 contains 136910 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33100 members 
Mstep: Class 23 contains 5968 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28945 members 
Mstep: Class 26 contains 6498 members 
Mstep: Class 27 contains 5530 members 
Mstep: Class 28 contains 15406 members 
Mstep: Class 29 contains 66881 members 
Mstep: Class 30 contains 965 members 
Mstep: Class 31 contains 8731 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948384.000000 Penalty: 110053.570312
Iteration 179Q: 33 clusters Score -1.429484e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2666 members 
Mstep: Class 3 contains 126510 members 
Mstep: Class 4 contains 7616 members 
Mstep: Class 5 contains 130942 members 
Mstep: Class 6 contains 32180 members 
Mstep: Class 7 contains 46410 members 
Mstep: Class 8 contains 17828 members 
Mstep: Class 9 contains 138838 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 21304 members 
Mstep: Class 12 contains 50156 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26457 members 
Mstep: Class 15 contains 60786 members 
Mstep: Class 16 contains 8393 members 
Mstep: Class 17 contains 5586 members 
Mstep: Class 18 contains 7751 members 
Mstep: Class 19 contains 43621 members 
Mstep: Class 20 contains 136846 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33074 members 
Mstep: Class 23 contains 5970 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28983 members 
Mstep: Class 26 contains 6499 members 
Mstep: Class 27 contains 5531 members 
Mstep: Class 28 contains 15409 members 
Mstep: Class 29 contains 66884 members 
Mstep: Class 30 contains 973 members 
Mstep: Class 31 contains 8757 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948096.000000 Penalty: 110053.570312
Iteration 180F: 33 clusters Score -1.429481e+08 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 126236 members 
Mstep: Class 4 contains 7614 members 
Mstep: Class 5 contains 130900 members 
Mstep: Class 6 contains 32144 members 
Mstep: Class 7 contains 46415 members 
Mstep: Class 8 contains 17823 members 
Mstep: Class 9 contains 138693 members 
Mstep: Class 10 contains 8486 members 
Mstep: Class 11 contains 21283 members 
Mstep: Class 12 contains 50080 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26451 members 
Mstep: Class 15 contains 61418 members 
Mstep: Class 16 contains 8386 members 
Mstep: Class 17 contains 5587 members 
Mstep: Class 18 contains 7746 members 
Mstep: Class 19 contains 43616 members 
Mstep: Class 20 contains 136784 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33064 members 
Mstep: Class 23 contains 5970 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 28998 members 
Mstep: Class 26 contains 6500 members 
Mstep: Class 27 contains 5531 members 
Mstep: Class 28 contains 15412 members 
Mstep: Class 29 contains 66889 members 
Mstep: Class 30 contains 987 members 
Mstep: Class 31 contains 8785 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948432.000000 Penalty: 110053.570312
Iteration 181Q: 33 clusters Score -1.429484e+08 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2664 members 
Mstep: Class 3 contains 125969 members 
Mstep: Class 4 contains 7606 members 
Mstep: Class 5 contains 130914 members 
Mstep: Class 6 contains 32096 members 
Mstep: Class 7 contains 46425 members 
Mstep: Class 8 contains 17810 members 
Mstep: Class 9 contains 138528 members 
Mstep: Class 10 contains 8480 members 
Mstep: Class 11 contains 21267 members 
Mstep: Class 12 contains 50006 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26442 members 
Mstep: Class 15 contains 61986 members 
Mstep: Class 16 contains 8380 members 
Mstep: Class 17 contains 5586 members 
Mstep: Class 18 contains 7744 members 
Mstep: Class 19 contains 43607 members 
Mstep: Class 20 contains 136715 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 33068 members 
Mstep: Class 23 contains 5973 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 29028 members 
Mstep: Class 26 contains 6501 members 
Mstep: Class 27 contains 5530 members 
Mstep: Class 28 contains 15417 members 
Mstep: Class 29 contains 66905 members 
Mstep: Class 30 contains 999 members 
Mstep: Class 31 contains 8816 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948864.000000 Penalty: 110053.570312
Iteration 182Q: 33 clusters Score -1.429489e+08 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2664 members 
Mstep: Class 3 contains 125688 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 130893 members 
Mstep: Class 6 contains 32087 members 
Mstep: Class 7 contains 46446 members 
Mstep: Class 8 contains 17801 members 
Mstep: Class 9 contains 138413 members 
Mstep: Class 10 contains 8475 members 
Mstep: Class 11 contains 21264 members 
Mstep: Class 12 contains 49934 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26430 members 
Mstep: Class 15 contains 62504 members 
Mstep: Class 16 contains 8373 members 
Mstep: Class 17 contains 5586 members 
Mstep: Class 18 contains 7737 members 
Mstep: Class 19 contains 43600 members 
Mstep: Class 20 contains 136645 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 33068 members 
Mstep: Class 23 contains 5971 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 29060 members 
Mstep: Class 26 contains 6501 members 
Mstep: Class 27 contains 5531 members 
Mstep: Class 28 contains 15422 members 
Mstep: Class 29 contains 66913 members 
Mstep: Class 30 contains 1009 members 
Mstep: Class 31 contains 8845 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948560.000000 Penalty: 110053.570312
Iteration 183Q: 33 clusters Score -1.429486e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2663 members 
Mstep: Class 3 contains 125423 members 
Mstep: Class 4 contains 7594 members 
Mstep: Class 5 contains 130868 members 
Mstep: Class 6 contains 32077 members 
Mstep: Class 7 contains 46461 members 
Mstep: Class 8 contains 17795 members 
Mstep: Class 9 contains 138313 members 
Mstep: Class 10 contains 8467 members 
Mstep: Class 11 contains 21266 members 
Mstep: Class 12 contains 49884 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26426 members 
Mstep: Class 15 contains 63041 members 
Mstep: Class 16 contains 8368 members 
Mstep: Class 17 contains 5585 members 
Mstep: Class 18 contains 7734 members 
Mstep: Class 19 contains 43587 members 
Mstep: Class 20 contains 136562 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 33046 members 
Mstep: Class 23 contains 5974 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 29077 members 
Mstep: Class 26 contains 6503 members 
Mstep: Class 27 contains 5533 members 
Mstep: Class 28 contains 15427 members 
Mstep: Class 29 contains 66890 members 
Mstep: Class 30 contains 1019 members 
Mstep: Class 31 contains 8878 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948368.000000 Penalty: 110053.570312
Iteration 184Q: 33 clusters Score -1.429484e+08 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 3 contains 125176 members 
Mstep: Class 4 contains 7588 members 
Mstep: Class 5 contains 130850 members 
Mstep: Class 6 contains 32073 members 
Mstep: Class 7 contains 46469 members 
Mstep: Class 8 contains 17791 members 
Mstep: Class 9 contains 138185 members 
Mstep: Class 10 contains 8455 members 
Mstep: Class 11 contains 21273 members 
Mstep: Class 12 contains 49832 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26418 members 
Mstep: Class 15 contains 63579 members 
Mstep: Class 16 contains 8361 members 
Mstep: Class 17 contains 5583 members 
Mstep: Class 18 contains 7732 members 
Mstep: Class 19 contains 43583 members 
Mstep: Class 20 contains 136442 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 33028 members 
Mstep: Class 23 contains 5976 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 29107 members 
Mstep: Class 26 contains 6505 members 
Mstep: Class 27 contains 5537 members 
Mstep: Class 28 contains 15432 members 
Mstep: Class 29 contains 66883 members 
Mstep: Class 30 contains 1027 members 
Mstep: Class 31 contains 8915 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948304.000000 Penalty: 110053.570312
Iteration 185Q: 33 clusters Score -1.429483e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 3 contains 124939 members 
Mstep: Class 4 contains 7582 members 
Mstep: Class 5 contains 130819 members 
Mstep: Class 6 contains 32068 members 
Mstep: Class 7 contains 46483 members 
Mstep: Class 8 contains 17790 members 
Mstep: Class 9 contains 138089 members 
Mstep: Class 10 contains 8452 members 
Mstep: Class 11 contains 21281 members 
Mstep: Class 12 contains 49760 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26410 members 
Mstep: Class 15 contains 64097 members 
Mstep: Class 16 contains 8352 members 
Mstep: Class 17 contains 5583 members 
Mstep: Class 18 contains 7731 members 
Mstep: Class 19 contains 43580 members 
Mstep: Class 20 contains 136317 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 33006 members 
Mstep: Class 23 contains 5976 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 29148 members 
Mstep: Class 26 contains 6505 members 
Mstep: Class 27 contains 5537 members 
Mstep: Class 28 contains 15435 members 
Mstep: Class 29 contains 66872 members 
Mstep: Class 30 contains 1037 members 
Mstep: Class 31 contains 8951 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948480.000000 Penalty: 110053.570312
Iteration 186Q: 33 clusters Score -1.429485e+08 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 3 contains 124689 members 
Mstep: Class 4 contains 7580 members 
Mstep: Class 5 contains 130785 members 
Mstep: Class 6 contains 32059 members 
Mstep: Class 7 contains 46509 members 
Mstep: Class 8 contains 17794 members 
Mstep: Class 9 contains 137974 members 
Mstep: Class 10 contains 8445 members 
Mstep: Class 11 contains 21283 members 
Mstep: Class 12 contains 49695 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26409 members 
Mstep: Class 15 contains 64681 members 
Mstep: Class 16 contains 8343 members 
Mstep: Class 17 contains 5584 members 
Mstep: Class 18 contains 7730 members 
Mstep: Class 19 contains 43569 members 
Mstep: Class 20 contains 136172 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 32975 members 
Mstep: Class 23 contains 5979 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 29180 members 
Mstep: Class 26 contains 6507 members 
Mstep: Class 27 contains 5537 members 
Mstep: Class 28 contains 15435 members 
Mstep: Class 29 contains 66848 members 
Mstep: Class 30 contains 1055 members 
Mstep: Class 31 contains 8983 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948528.000000 Penalty: 110053.570312
Iteration 187Q: 33 clusters Score -1.429485e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 3 contains 124458 members 
Mstep: Class 4 contains 7578 members 
Mstep: Class 5 contains 130761 members 
Mstep: Class 6 contains 32042 members 
Mstep: Class 7 contains 46534 members 
Mstep: Class 8 contains 17792 members 
Mstep: Class 9 contains 137864 members 
Mstep: Class 10 contains 8440 members 
Mstep: Class 11 contains 21272 members 
Mstep: Class 12 contains 49618 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26406 members 
Mstep: Class 15 contains 65251 members 
Mstep: Class 16 contains 8340 members 
Mstep: Class 17 contains 5586 members 
Mstep: Class 18 contains 7725 members 
Mstep: Class 19 contains 43560 members 
Mstep: Class 20 contains 136014 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 32946 members 
Mstep: Class 23 contains 5981 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 29243 members 
Mstep: Class 26 contains 6509 members 
Mstep: Class 27 contains 5537 members 
Mstep: Class 28 contains 15436 members 
Mstep: Class 29 contains 66820 members 
Mstep: Class 30 contains 1074 members 
Mstep: Class 31 contains 9013 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948528.000000 Penalty: 110053.570312
Iteration 188Q: 33 clusters Score -1.429485e+08 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2659 members 
Mstep: Class 3 contains 124233 members 
Mstep: Class 4 contains 7577 members 
Mstep: Class 5 contains 130722 members 
Mstep: Class 6 contains 32035 members 
Mstep: Class 7 contains 46564 members 
Mstep: Class 8 contains 17787 members 
Mstep: Class 9 contains 137714 members 
Mstep: Class 10 contains 8436 members 
Mstep: Class 11 contains 21275 members 
Mstep: Class 12 contains 49548 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26400 members 
Mstep: Class 15 contains 65858 members 
Mstep: Class 16 contains 8336 members 
Mstep: Class 17 contains 5584 members 
Mstep: Class 18 contains 7723 members 
Mstep: Class 19 contains 43547 members 
Mstep: Class 20 contains 135881 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 32910 members 
Mstep: Class 23 contains 5981 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 29294 members 
Mstep: Class 26 contains 6511 members 
Mstep: Class 27 contains 5539 members 
Mstep: Class 28 contains 15436 members 
Mstep: Class 29 contains 66783 members 
Mstep: Class 30 contains 1091 members 
Mstep: Class 31 contains 9037 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948704.000000 Penalty: 110053.570312
Iteration 189Q: 33 clusters Score -1.429487e+08 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2659 members 
Mstep: Class 3 contains 124055 members 
Mstep: Class 4 contains 7572 members 
Mstep: Class 5 contains 130640 members 
Mstep: Class 6 contains 32017 members 
Mstep: Class 7 contains 46589 members 
Mstep: Class 8 contains 17786 members 
Mstep: Class 9 contains 137576 members 
Mstep: Class 10 contains 8428 members 
Mstep: Class 11 contains 21265 members 
Mstep: Class 12 contains 49484 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26399 members 
Mstep: Class 15 contains 66462 members 
Mstep: Class 16 contains 8336 members 
Mstep: Class 17 contains 5586 members 
Mstep: Class 18 contains 7723 members 
Mstep: Class 19 contains 43540 members 
Mstep: Class 20 contains 135726 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 32870 members 
Mstep: Class 23 contains 5978 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 29347 members 
Mstep: Class 26 contains 6514 members 
Mstep: Class 27 contains 5542 members 
Mstep: Class 28 contains 15436 members 
Mstep: Class 29 contains 66763 members 
Mstep: Class 30 contains 1102 members 
Mstep: Class 31 contains 9067 members 
Mstep: Class 32 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948912.000000 Penalty: 110053.570312
Iteration 190Q: 33 clusters Score -1.429489e+08 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2658 members 
Mstep: Class 3 contains 123877 members 
Mstep: Class 4 contains 7574 members 
Mstep: Class 5 contains 130550 members 
Mstep: Class 6 contains 32002 members 
Mstep: Class 7 contains 46609 members 
Mstep: Class 8 contains 17782 members 
Mstep: Class 9 contains 137436 members 
Mstep: Class 10 contains 8422 members 
Mstep: Class 11 contains 21262 members 
Mstep: Class 12 contains 49406 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 26396 members 
Mstep: Class 15 contains 67078 members 
Mstep: Class 16 contains 8330 members 
Mstep: Class 17 contains 5588 members 
Mstep: Class 18 contains 7720 members 
Mstep: Class 19 contains 43522 members 
Mstep: Class 20 contains 135573 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 32858 members 
Mstep: Class 23 contains 5980 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 29403 members 
Mstep: Class 26 contains 6520 members 
Mstep: Class 27 contains 5548 members 
Mstep: Class 28 contains 15436 members 
Mstep: Class 29 contains 66732 members 
Mstep: Class 30 contains 1114 members 
Mstep: Class 31 contains 9086 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142949440.000000 Penalty: 110053.570312
Iteration 191Q: 33 clusters Score -1.429494e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2657 members 
Mstep: Class 3 contains 123684 members 
Mstep: Class 4 contains 7577 members 
Mstep: Class 5 contains 130434 members 
Mstep: Class 6 contains 31998 members 
Mstep: Class 7 contains 46628 members 
Mstep: Class 8 contains 17774 members 
Mstep: Class 9 contains 137285 members 
Mstep: Class 10 contains 8422 members 
Mstep: Class 11 contains 21262 members 
Mstep: Class 12 contains 49316 members 
Mstep: Class 13 contains 604 members 
Mstep: Class 14 contains 26393 members 
Mstep: Class 15 contains 67737 members 
Mstep: Class 16 contains 8323 members 
Mstep: Class 17 contains 5590 members 
Mstep: Class 18 contains 7718 members 
Mstep: Class 19 contains 43510 members 
Mstep: Class 20 contains 135427 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 32828 members 
Mstep: Class 23 contains 5981 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 29456 members 
Mstep: Class 26 contains 6520 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 15436 members 
Mstep: Class 29 contains 66722 members 
Mstep: Class 30 contains 1125 members 
Mstep: Class 31 contains 9105 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142949296.000000 Penalty: 110053.570312
Iteration 192Q: 33 clusters Score -1.429493e+08 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2657 members 
Mstep: Class 3 contains 123450 members 
Mstep: Class 4 contains 7577 members 
Mstep: Class 5 contains 130351 members 
Mstep: Class 6 contains 31992 members 
Mstep: Class 7 contains 46659 members 
Mstep: Class 8 contains 17770 members 
Mstep: Class 9 contains 137144 members 
Mstep: Class 10 contains 8422 members 
Mstep: Class 11 contains 21267 members 
Mstep: Class 12 contains 49230 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 26392 members 
Mstep: Class 15 contains 68419 members 
Mstep: Class 16 contains 8323 members 
Mstep: Class 17 contains 5591 members 
Mstep: Class 18 contains 7713 members 
Mstep: Class 19 contains 43500 members 
Mstep: Class 20 contains 135253 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 32799 members 
Mstep: Class 23 contains 5981 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 29510 members 
Mstep: Class 26 contains 6520 members 
Mstep: Class 27 contains 5557 members 
Mstep: Class 28 contains 15436 members 
Mstep: Class 29 contains 66689 members 
Mstep: Class 30 contains 1135 members 
Mstep: Class 31 contains 9123 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142949472.000000 Penalty: 110053.570312
Iteration 193Q: 33 clusters Score -1.429495e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2658 members 
Mstep: Class 3 contains 123223 members 
Mstep: Class 4 contains 7572 members 
Mstep: Class 5 contains 130228 members 
Mstep: Class 6 contains 31969 members 
Mstep: Class 7 contains 46676 members 
Mstep: Class 8 contains 17770 members 
Mstep: Class 9 contains 137042 members 
Mstep: Class 10 contains 8424 members 
Mstep: Class 11 contains 21271 members 
Mstep: Class 12 contains 49143 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 26389 members 
Mstep: Class 15 contains 69101 members 
Mstep: Class 16 contains 8323 members 
Mstep: Class 17 contains 5589 members 
Mstep: Class 18 contains 7713 members 
Mstep: Class 19 contains 43487 members 
Mstep: Class 20 contains 135074 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 32782 members 
Mstep: Class 23 contains 5979 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 29573 members 
Mstep: Class 26 contains 6520 members 
Mstep: Class 27 contains 5561 members 
Mstep: Class 28 contains 15436 members 
Mstep: Class 29 contains 66672 members 
Mstep: Class 30 contains 1138 members 
Mstep: Class 31 contains 9147 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142949552.000000 Penalty: 110053.570312
Iteration 194Q: 33 clusters Score -1.429496e+08 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2658 members 
Mstep: Class 3 contains 123005 members 
Mstep: Class 4 contains 7571 members 
Mstep: Class 5 contains 130123 members 
Mstep: Class 6 contains 31957 members 
Mstep: Class 7 contains 46696 members 
Mstep: Class 8 contains 17765 members 
Mstep: Class 9 contains 136927 members 
Mstep: Class 10 contains 8424 members 
Mstep: Class 11 contains 21266 members 
Mstep: Class 12 contains 49072 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 26388 members 
Mstep: Class 15 contains 69817 members 
Mstep: Class 16 contains 8321 members 
Mstep: Class 17 contains 5588 members 
Mstep: Class 18 contains 7711 members 
Mstep: Class 19 contains 43474 members 
Mstep: Class 20 contains 134868 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 32762 members 
Mstep: Class 23 contains 5979 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 29613 members 
Mstep: Class 26 contains 6520 members 
Mstep: Class 27 contains 5566 members 
Mstep: Class 28 contains 15436 members 
Mstep: Class 29 contains 66643 members 
Mstep: Class 30 contains 1139 members 
Mstep: Class 31 contains 9171 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142949744.000000 Penalty: 110053.570312
Iteration 195Q: 33 clusters Score -1.429497e+08 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2658 members 
Mstep: Class 3 contains 122783 members 
Mstep: Class 4 contains 7562 members 
Mstep: Class 5 contains 129994 members 
Mstep: Class 6 contains 31943 members 
Mstep: Class 7 contains 46709 members 
Mstep: Class 8 contains 17755 members 
Mstep: Class 9 contains 136788 members 
Mstep: Class 10 contains 8422 members 
Mstep: Class 11 contains 21263 members 
Mstep: Class 12 contains 48984 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 26385 members 
Mstep: Class 15 contains 70566 members 
Mstep: Class 16 contains 8324 members 
Mstep: Class 17 contains 5589 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 43461 members 
Mstep: Class 20 contains 134711 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 32733 members 
Mstep: Class 23 contains 5977 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 29661 members 
Mstep: Class 26 contains 6519 members 
Mstep: Class 27 contains 5571 members 
Mstep: Class 28 contains 15436 members 
Mstep: Class 29 contains 66622 members 
Mstep: Class 30 contains 1138 members 
Mstep: Class 31 contains 9198 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142949728.000000 Penalty: 110053.570312
Iteration 196Q: 33 clusters Score -1.429497e+08 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2658 members 
Mstep: Class 3 contains 122581 members 
Mstep: Class 4 contains 7559 members 
Mstep: Class 5 contains 129866 members 
Mstep: Class 6 contains 31925 members 
Mstep: Class 7 contains 46705 members 
Mstep: Class 8 contains 17744 members 
Mstep: Class 9 contains 136644 members 
Mstep: Class 10 contains 8419 members 
Mstep: Class 11 contains 21271 members 
Mstep: Class 12 contains 48877 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 26379 members 
Mstep: Class 15 contains 71389 members 
Mstep: Class 16 contains 8323 members 
Mstep: Class 17 contains 5589 members 
Mstep: Class 18 contains 7704 members 
Mstep: Class 19 contains 43449 members 
Mstep: Class 20 contains 134504 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 32698 members 
Mstep: Class 23 contains 5978 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 29714 members 
Mstep: Class 26 contains 6519 members 
Mstep: Class 27 contains 5571 members 
Mstep: Class 28 contains 15437 members 
Mstep: Class 29 contains 66602 members 
Mstep: Class 30 contains 1137 members 
Mstep: Class 31 contains 9218 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142950064.000000 Penalty: 110053.570312
Iteration 197Q: 33 clusters Score -1.429501e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2657 members 
Mstep: Class 3 contains 122360 members 
Mstep: Class 4 contains 7558 members 
Mstep: Class 5 contains 129737 members 
Mstep: Class 6 contains 31891 members 
Mstep: Class 7 contains 46721 members 
Mstep: Class 8 contains 17740 members 
Mstep: Class 9 contains 136482 members 
Mstep: Class 10 contains 8420 members 
Mstep: Class 11 contains 21276 members 
Mstep: Class 12 contains 48767 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 26378 members 
Mstep: Class 15 contains 72223 members 
Mstep: Class 16 contains 8317 members 
Mstep: Class 17 contains 5588 members 
Mstep: Class 18 contains 7700 members 
Mstep: Class 19 contains 43429 members 
Mstep: Class 20 contains 134317 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 32671 members 
Mstep: Class 23 contains 5978 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 29765 members 
Mstep: Class 26 contains 6519 members 
Mstep: Class 27 contains 5571 members 
Mstep: Class 28 contains 15438 members 
Mstep: Class 29 contains 66580 members 
Mstep: Class 30 contains 1139 members 
Mstep: Class 31 contains 9238 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142949904.000000 Penalty: 110053.570312
Iteration 198Q: 33 clusters Score -1.429499e+08 nChanged 1817
Entering ConstructFrom: 
Score: -142949904.000000 Penalty: 110053.570312
Entering ConstructFrom: 
Trying to split cluster 1 (6033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Entering Unmasked Estep 
Score: -812285.312500 Penalty: 2158.840088
	Iteration 0F: 2 clusters Score -812285.3 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 3034 members 
Entering Unmasked Estep 
Score: -807140.062500 Penalty: 4317.680176
	Iteration 0F: 3 clusters Score -807140.1 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -808468.312500 Penalty: 4317.680176
	Iteration 1F: 3 clusters Score -808468.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -808725.687500 Penalty: 4317.680176
	Iteration 2F: 3 clusters Score -808725.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -808921.750000 Penalty: 4317.680176
	Iteration 3F: 3 clusters Score -808921.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -809080.062500 Penalty: 4317.680176
	Iteration 4Q: 3 clusters Score -809080.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -809215.125000 Penalty: 4317.680176
	Iteration 5Q: 3 clusters Score -809215.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -809334.937500 Penalty: 4317.680176
	Iteration 6Q: 3 clusters Score -809334.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -809451.687500 Penalty: 4317.680176
	Iteration 7Q: 3 clusters Score -809451.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -809560.812500 Penalty: 4317.680176
	Iteration 8Q: 3 clusters Score -809560.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -809674.125000 Penalty: 4317.680176
	Iteration 9Q: 3 clusters Score -809674.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -809804.312500 Penalty: 4317.680176
	Iteration 10Q: 3 clusters Score -809804.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -809989.062500 Penalty: 4317.680176
	Iteration 11Q: 3 clusters Score -809989.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -810216.812500 Penalty: 4317.680176
	Iteration 12Q: 3 clusters Score -810216.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -810406.062500 Penalty: 4317.680176
	Iteration 13Q: 3 clusters Score -810406.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -810523.562500 Penalty: 4317.680176
	Iteration 14Q: 3 clusters Score -810523.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -810630.250000 Penalty: 4317.680176
	Iteration 15Q: 3 clusters Score -810630.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -810721.312500 Penalty: 4317.680176
	Iteration 16Q: 3 clusters Score -810721.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -810801.687500 Penalty: 4317.680176
	Iteration 17Q: 3 clusters Score -810801.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -810877.937500 Penalty: 4317.680176
	Iteration 18Q: 3 clusters Score -810877.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -810942.750000 Penalty: 4317.680176
	Iteration 19Q: 3 clusters Score -810942.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -811028.562500 Penalty: 4317.680176
	Iteration 20F: 3 clusters Score -811028.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -811120.812500 Penalty: 4317.680176
	Iteration 21Q: 3 clusters Score -811120.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -811221.500000 Penalty: 4317.680176
	Iteration 22Q: 3 clusters Score -811221.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -811332.812500 Penalty: 4317.680176
	Iteration 23Q: 3 clusters Score -811332.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -811456.062500 Penalty: 4317.680176
	Iteration 24Q: 3 clusters Score -811456.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -811559.625000 Penalty: 4317.680176
	Iteration 25Q: 3 clusters Score -811559.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -811644.875000 Penalty: 4317.680176
	Iteration 26Q: 3 clusters Score -811644.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -811762.875000 Penalty: 4317.680176
	Iteration 27Q: 3 clusters Score -811762.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -811906.750000 Penalty: 4317.680176
	Iteration 28Q: 3 clusters Score -811906.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -812061.500000 Penalty: 4317.680176
	Iteration 29Q: 3 clusters Score -812061.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -812302.312500 Penalty: 4317.680176
	Iteration 30Q: 3 clusters Score -812302.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -812595.625000 Penalty: 4317.680176
	Iteration 31Q: 3 clusters Score -812595.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -812741.000000 Penalty: 4317.680176
	Iteration 32Q: 3 clusters Score -812741 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -812800.375000 Penalty: 4317.680176
	Iteration 33Q: 3 clusters Score -812800.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -812819.062500 Penalty: 4317.680176
	Iteration 34Q: 3 clusters Score -812819.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -812821.187500 Penalty: 4317.680176
	Iteration 35Q: 3 clusters Score -812821.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -812824.250000 Penalty: 4317.680176
	Iteration 36Q: 3 clusters Score -812824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -812822.687500 Penalty: 4317.680176
	Iteration 37Q: 3 clusters Score -812822.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -812824.437500 Penalty: 4317.680176
	Iteration 38Q: 3 clusters Score -812824.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -812824.625000 Penalty: 4317.680176
	Iteration 39Q: 3 clusters Score -812824.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -812825.250000 Penalty: 4317.680176
	Iteration 40F: 3 clusters Score -812825.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -812827.250000 Penalty: 4317.680176
	Iteration 41Q: 3 clusters Score -812827.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -812832.625000 Penalty: 4317.680176
	Iteration 42Q: 3 clusters Score -812832.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -812834.687500 Penalty: 4317.680176
	Iteration 43Q: 3 clusters Score -812834.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -812835.437500 Penalty: 4317.680176
	Iteration 44Q: 3 clusters Score -812835.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -812835.437500 Penalty: 4317.680176
	Iteration 45F: 3 clusters Score -812835.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2657 members 
Mstep: Class 3 contains 122127 members 
Mstep: Class 4 contains 7556 members 
Mstep: Class 5 contains 129635 members 
Mstep: Class 6 contains 31870 members 
Mstep: Class 7 contains 46740 members 
Mstep: Class 8 contains 17730 members 
Mstep: Class 9 contains 136332 members 
Mstep: Class 10 contains 8417 members 
Mstep: Class 11 contains 21272 members 
Mstep: Class 12 contains 48674 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 26371 members 
Mstep: Class 15 contains 73040 members 
Mstep: Class 16 contains 8315 members 
Mstep: Class 17 contains 5584 members 
Mstep: Class 18 contains 7694 members 
Mstep: Class 19 contains 43415 members 
Mstep: Class 20 contains 134124 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 32629 members 
Mstep: Class 23 contains 5978 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 29814 members 
Mstep: Class 26 contains 6519 members 
Mstep: Class 27 contains 5572 members 
Mstep: Class 28 contains 15437 members 
Mstep: Class 29 contains 66565 members 
Mstep: Class 30 contains 1140 members 
Mstep: Class 31 contains 9253 members 
Mstep: Class 32 contains 1257 members 
Mstep: Class 33 contains 3916 members 
Entering Unmasked Estep 
Score: -142949136.000000 Penalty: 113492.750000
Splitting cluster 1 changes total score from -142949904.000000 to -142949136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Entering Unmasked Estep 
Score: -350070.843750 Penalty: 1955.468384
	Iteration 0F: 2 clusters Score -350070.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -347033.781250 Penalty: 3910.936768
	Iteration 0F: 3 clusters Score -347033.8 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -347651.906250 Penalty: 3910.936768
	Iteration 1F: 3 clusters Score -347651.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -347769.812500 Penalty: 3910.936768
	Iteration 2F: 3 clusters Score -347769.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -347836.875000 Penalty: 3910.936768
	Iteration 3Q: 3 clusters Score -347836.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -347885.468750 Penalty: 3910.936768
	Iteration 4Q: 3 clusters Score -347885.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -347935.125000 Penalty: 3910.936768
	Iteration 5Q: 3 clusters Score -347935.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -348000.937500 Penalty: 3910.936768
	Iteration 6Q: 3 clusters Score -348000.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -348070.281250 Penalty: 3910.936768
	Iteration 7Q: 3 clusters Score -348070.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -348115.968750 Penalty: 3910.936768
	Iteration 8Q: 3 clusters Score -348116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -348145.187500 Penalty: 3910.936768
	Iteration 9Q: 3 clusters Score -348145.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -348159.406250 Penalty: 3910.936768
	Iteration 10Q: 3 clusters Score -348159.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -348174.687500 Penalty: 3910.936768
	Iteration 11Q: 3 clusters Score -348174.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -348183.750000 Penalty: 3910.936768
	Iteration 12Q: 3 clusters Score -348183.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -348191.375000 Penalty: 3910.936768
	Iteration 13Q: 3 clusters Score -348191.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -348197.656250 Penalty: 3910.936768
	Iteration 14Q: 3 clusters Score -348197.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -348206.812500 Penalty: 3910.936768
	Iteration 15Q: 3 clusters Score -348206.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -348213.218750 Penalty: 3910.936768
	Iteration 16Q: 3 clusters Score -348213.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -348217.562500 Penalty: 3910.936768
	Iteration 17Q: 3 clusters Score -348217.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -348222.375000 Penalty: 3910.936768
	Iteration 18Q: 3 clusters Score -348222.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -348228.562500 Penalty: 3910.936768
	Iteration 19Q: 3 clusters Score -348228.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -348234.625000 Penalty: 3910.936768
	Iteration 20F: 3 clusters Score -348234.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -348241.562500 Penalty: 3910.936768
	Iteration 21Q: 3 clusters Score -348241.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -348244.000000 Penalty: 3910.936768
	Iteration 22Q: 3 clusters Score -348244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -348246.968750 Penalty: 3910.936768
	Iteration 23Q: 3 clusters Score -348247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -348248.250000 Penalty: 3910.936768
	Iteration 24Q: 3 clusters Score -348248.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -348250.656250 Penalty: 3910.936768
	Iteration 25Q: 3 clusters Score -348250.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -348253.156250 Penalty: 3910.936768
	Iteration 26Q: 3 clusters Score -348253.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -348254.625000 Penalty: 3910.936768
	Iteration 27Q: 3 clusters Score -348254.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -348256.531250 Penalty: 3910.936768
	Iteration 28Q: 3 clusters Score -348256.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -348257.500000 Penalty: 3910.936768
	Iteration 29Q: 3 clusters Score -348257.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -348258.375000 Penalty: 3910.936768
	Iteration 30Q: 3 clusters Score -348258.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -348258.000000 Penalty: 3910.936768
	Iteration 31Q: 3 clusters Score -348258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -348260.093750 Penalty: 3910.936768
	Iteration 32Q: 3 clusters Score -348260.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -348259.843750 Penalty: 3910.936768
	Iteration 33Q: 3 clusters Score -348259.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -348261.062500 Penalty: 3910.936768
	Iteration 34Q: 3 clusters Score -348261.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -348261.843750 Penalty: 3910.936768
	Iteration 35Q: 3 clusters Score -348261.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -348261.843750 Penalty: 3910.936768
	Iteration 36F: 3 clusters Score -348261.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (122127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122127 members 
Entering Unmasked Estep 
Score: -16970962.000000 Penalty: 2904.778564
	Iteration 0F: 2 clusters Score -1.697096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61141 members 
Mstep: Class 2 contains 60986 members 
Entering Unmasked Estep 
Score: -16890574.000000 Penalty: 5809.557129
	Iteration 0F: 3 clusters Score -1.689057e+07 nChanged 58003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62084 members 
Mstep: Class 2 contains 60043 members 
Entering Unmasked Estep 
Score: -16924098.000000 Penalty: 5809.557129
	Iteration 1F: 3 clusters Score -1.69241e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62886 members 
Mstep: Class 2 contains 59241 members 
Entering Unmasked Estep 
Score: -16925654.000000 Penalty: 5809.557129
	Iteration 2Q: 3 clusters Score -1.692565e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64194 members 
Mstep: Class 2 contains 57933 members 
Entering Unmasked Estep 
Score: -16928280.000000 Penalty: 5809.557129
	Iteration 3Q: 3 clusters Score -1.692828e+07 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
Score: -16932862.000000 Penalty: 5809.557129
	Iteration 4F: 3 clusters Score -1.693286e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70310 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -16939692.000000 Penalty: 5809.557129
	Iteration 5F: 3 clusters Score -1.693969e+07 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75085 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -16949650.000000 Penalty: 5809.557129
	Iteration 6F: 3 clusters Score -1.694965e+07 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79309 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -16959672.000000 Penalty: 5809.557129
	Iteration 7F: 3 clusters Score -1.695967e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81472 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -16964184.000000 Penalty: 5809.557129
	Iteration 8F: 3 clusters Score -1.696418e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82538 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -16965358.000000 Penalty: 5809.557129
	Iteration 9Q: 3 clusters Score -1.696536e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83289 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -16965902.000000 Penalty: 5809.557129
	Iteration 10Q: 3 clusters Score -1.69659e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83936 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -16966216.000000 Penalty: 5809.557129
	Iteration 11Q: 3 clusters Score -1.696622e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84530 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -16966412.000000 Penalty: 5809.557129
	Iteration 12Q: 3 clusters Score -1.696641e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -16966580.000000 Penalty: 5809.557129
	Iteration 13Q: 3 clusters Score -1.696658e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85571 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -16966696.000000 Penalty: 5809.557129
	Iteration 14Q: 3 clusters Score -1.69667e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86114 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -16966806.000000 Penalty: 5809.557129
	Iteration 15Q: 3 clusters Score -1.696681e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86663 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -16966894.000000 Penalty: 5809.557129
	Iteration 16Q: 3 clusters Score -1.696689e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87215 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -16967032.000000 Penalty: 5809.557129
	Iteration 17Q: 3 clusters Score -1.696703e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87732 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -16967124.000000 Penalty: 5809.557129
	Iteration 18Q: 3 clusters Score -1.696712e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88264 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -16967254.000000 Penalty: 5809.557129
	Iteration 19Q: 3 clusters Score -1.696725e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88780 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -16967316.000000 Penalty: 5809.557129
	Iteration 20F: 3 clusters Score -1.696732e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89252 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -16967382.000000 Penalty: 5809.557129
	Iteration 21Q: 3 clusters Score -1.696738e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89726 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -16967510.000000 Penalty: 5809.557129
	Iteration 22Q: 3 clusters Score -1.696751e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90187 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -16967556.000000 Penalty: 5809.557129
	Iteration 23Q: 3 clusters Score -1.696756e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90632 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -16967570.000000 Penalty: 5809.557129
	Iteration 24Q: 3 clusters Score -1.696757e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91074 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -16967620.000000 Penalty: 5809.557129
	Iteration 25Q: 3 clusters Score -1.696762e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91521 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -16967690.000000 Penalty: 5809.557129
	Iteration 26Q: 3 clusters Score -1.696769e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92004 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -16967746.000000 Penalty: 5809.557129
	Iteration 27Q: 3 clusters Score -1.696775e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92475 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -16967814.000000 Penalty: 5809.557129
	Iteration 28Q: 3 clusters Score -1.696781e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92938 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -16967978.000000 Penalty: 5809.557129
	Iteration 29Q: 3 clusters Score -1.696798e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93397 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -16967980.000000 Penalty: 5809.557129
	Iteration 30Q: 3 clusters Score -1.696798e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93876 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -16968092.000000 Penalty: 5809.557129
	Iteration 31Q: 3 clusters Score -1.696809e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94327 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -16968160.000000 Penalty: 5809.557129
	Iteration 32Q: 3 clusters Score -1.696816e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94790 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -16968234.000000 Penalty: 5809.557129
	Iteration 33Q: 3 clusters Score -1.696823e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95281 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -16968336.000000 Penalty: 5809.557129
	Iteration 34Q: 3 clusters Score -1.696834e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95767 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -16968398.000000 Penalty: 5809.557129
	Iteration 35Q: 3 clusters Score -1.69684e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96239 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -16968446.000000 Penalty: 5809.557129
	Iteration 36Q: 3 clusters Score -1.696845e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96691 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -16968534.000000 Penalty: 5809.557129
	Iteration 37Q: 3 clusters Score -1.696853e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97145 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -16968626.000000 Penalty: 5809.557129
	Iteration 38Q: 3 clusters Score -1.696863e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97612 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -16968698.000000 Penalty: 5809.557129
	Iteration 39Q: 3 clusters Score -1.69687e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98067 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -16968836.000000 Penalty: 5809.557129
	Iteration 40F: 3 clusters Score -1.696884e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98476 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -16968912.000000 Penalty: 5809.557129
	Iteration 41Q: 3 clusters Score -1.696891e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98859 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -16968928.000000 Penalty: 5809.557129
	Iteration 42Q: 3 clusters Score -1.696893e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99232 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -16968956.000000 Penalty: 5809.557129
	Iteration 43Q: 3 clusters Score -1.696896e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99613 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -16969018.000000 Penalty: 5809.557129
	Iteration 44Q: 3 clusters Score -1.696902e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99970 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -16969038.000000 Penalty: 5809.557129
	Iteration 45Q: 3 clusters Score -1.696904e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100333 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -16969130.000000 Penalty: 5809.557129
	Iteration 46Q: 3 clusters Score -1.696913e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100730 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -16969212.000000 Penalty: 5809.557129
	Iteration 47Q: 3 clusters Score -1.696921e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101143 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -16969286.000000 Penalty: 5809.557129
	Iteration 48Q: 3 clusters Score -1.696929e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101607 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -16969370.000000 Penalty: 5809.557129
	Iteration 49Q: 3 clusters Score -1.696937e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102084 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -16969444.000000 Penalty: 5809.557129
	Iteration 50Q: 3 clusters Score -1.696944e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102596 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -16969486.000000 Penalty: 5809.557129
	Iteration 51Q: 3 clusters Score -1.696949e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103143 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -16969582.000000 Penalty: 5809.557129
	Iteration 52Q: 3 clusters Score -1.696958e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103712 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -16969618.000000 Penalty: 5809.557129
	Iteration 53Q: 3 clusters Score -1.696962e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104307 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -16969596.000000 Penalty: 5809.557129
	Iteration 54Q: 3 clusters Score -1.69696e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104929 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -16969686.000000 Penalty: 5809.557129
	Iteration 55Q: 3 clusters Score -1.696969e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105535 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -16969660.000000 Penalty: 5809.557129
	Iteration 56Q: 3 clusters Score -1.696966e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106129 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -16969686.000000 Penalty: 5809.557129
	Iteration 57Q: 3 clusters Score -1.696969e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106726 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -16969766.000000 Penalty: 5809.557129
	Iteration 58Q: 3 clusters Score -1.696977e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107309 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -16969786.000000 Penalty: 5809.557129
	Iteration 59Q: 3 clusters Score -1.696979e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107876 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -16969782.000000 Penalty: 5809.557129
	Iteration 60F: 3 clusters Score -1.696978e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108433 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -16969774.000000 Penalty: 5809.557129
	Iteration 61Q: 3 clusters Score -1.696977e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108988 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -16969758.000000 Penalty: 5809.557129
	Iteration 62Q: 3 clusters Score -1.696976e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109509 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -16969702.000000 Penalty: 5809.557129
	Iteration 63Q: 3 clusters Score -1.69697e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110010 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -16969654.000000 Penalty: 5809.557129
	Iteration 64Q: 3 clusters Score -1.696965e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110484 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -16969636.000000 Penalty: 5809.557129
	Iteration 65Q: 3 clusters Score -1.696964e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110957 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -16969680.000000 Penalty: 5809.557129
	Iteration 66Q: 3 clusters Score -1.696968e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111429 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -16969624.000000 Penalty: 5809.557129
	Iteration 67Q: 3 clusters Score -1.696962e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111885 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -16969652.000000 Penalty: 5809.557129
	Iteration 68Q: 3 clusters Score -1.696965e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112294 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -16969650.000000 Penalty: 5809.557129
	Iteration 69Q: 3 clusters Score -1.696965e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112680 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -16969642.000000 Penalty: 5809.557129
	Iteration 70Q: 3 clusters Score -1.696964e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113052 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -16969640.000000 Penalty: 5809.557129
	Iteration 71Q: 3 clusters Score -1.696964e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113399 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -16969604.000000 Penalty: 5809.557129
	Iteration 72Q: 3 clusters Score -1.69696e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113702 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -16969614.000000 Penalty: 5809.557129
	Iteration 73Q: 3 clusters Score -1.696961e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114030 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -16969622.000000 Penalty: 5809.557129
	Iteration 74Q: 3 clusters Score -1.696962e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114322 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -16969642.000000 Penalty: 5809.557129
	Iteration 75Q: 3 clusters Score -1.696964e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114601 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -16969612.000000 Penalty: 5809.557129
	Iteration 76Q: 3 clusters Score -1.696961e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114866 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -16969584.000000 Penalty: 5809.557129
	Iteration 77Q: 3 clusters Score -1.696958e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115121 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -16969568.000000 Penalty: 5809.557129
	Iteration 78Q: 3 clusters Score -1.696957e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115352 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -16969594.000000 Penalty: 5809.557129
	Iteration 79Q: 3 clusters Score -1.696959e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115582 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -16969570.000000 Penalty: 5809.557129
	Iteration 80F: 3 clusters Score -1.696957e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115803 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -16969540.000000 Penalty: 5809.557129
	Iteration 81Q: 3 clusters Score -1.696954e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116019 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -16969524.000000 Penalty: 5809.557129
	Iteration 82Q: 3 clusters Score -1.696952e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116209 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -16969542.000000 Penalty: 5809.557129
	Iteration 83Q: 3 clusters Score -1.696954e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116398 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -16969526.000000 Penalty: 5809.557129
	Iteration 84Q: 3 clusters Score -1.696953e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116579 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -16969502.000000 Penalty: 5809.557129
	Iteration 85Q: 3 clusters Score -1.69695e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116753 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -16969500.000000 Penalty: 5809.557129
	Iteration 86Q: 3 clusters Score -1.69695e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116920 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -16969470.000000 Penalty: 5809.557129
	Iteration 87Q: 3 clusters Score -1.696947e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117084 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -16969474.000000 Penalty: 5809.557129
	Iteration 88Q: 3 clusters Score -1.696947e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117249 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -16969486.000000 Penalty: 5809.557129
	Iteration 89Q: 3 clusters Score -1.696949e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117406 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -16969472.000000 Penalty: 5809.557129
	Iteration 90Q: 3 clusters Score -1.696947e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117567 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -16969478.000000 Penalty: 5809.557129
	Iteration 91Q: 3 clusters Score -1.696948e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117687 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -16969472.000000 Penalty: 5809.557129
	Iteration 92Q: 3 clusters Score -1.696947e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117793 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -16969482.000000 Penalty: 5809.557129
	Iteration 93Q: 3 clusters Score -1.696948e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117882 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -16969464.000000 Penalty: 5809.557129
	Iteration 94Q: 3 clusters Score -1.696946e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117983 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -16969412.000000 Penalty: 5809.557129
	Iteration 95Q: 3 clusters Score -1.696941e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118085 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -16969396.000000 Penalty: 5809.557129
	Iteration 96Q: 3 clusters Score -1.69694e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118189 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -16969394.000000 Penalty: 5809.557129
	Iteration 97Q: 3 clusters Score -1.696939e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118309 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -16969362.000000 Penalty: 5809.557129
	Iteration 98Q: 3 clusters Score -1.696936e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118408 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -16969380.000000 Penalty: 5809.557129
	Iteration 99Q: 3 clusters Score -1.696938e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118517 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -16969380.000000 Penalty: 5809.557129
	Iteration 100F: 3 clusters Score -1.696938e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118611 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -16969392.000000 Penalty: 5809.557129
	Iteration 101Q: 3 clusters Score -1.696939e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118688 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -16969390.000000 Penalty: 5809.557129
	Iteration 102Q: 3 clusters Score -1.696939e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118750 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -16969362.000000 Penalty: 5809.557129
	Iteration 103Q: 3 clusters Score -1.696936e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118804 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -16969356.000000 Penalty: 5809.557129
	Iteration 104Q: 3 clusters Score -1.696936e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118852 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -16969354.000000 Penalty: 5809.557129
	Iteration 105Q: 3 clusters Score -1.696935e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118901 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -16969352.000000 Penalty: 5809.557129
	Iteration 106Q: 3 clusters Score -1.696935e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118932 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -16969364.000000 Penalty: 5809.557129
	Iteration 107Q: 3 clusters Score -1.696936e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118959 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -16969350.000000 Penalty: 5809.557129
	Iteration 108Q: 3 clusters Score -1.696935e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118986 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -16969334.000000 Penalty: 5809.557129
	Iteration 109Q: 3 clusters Score -1.696933e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119014 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -16969352.000000 Penalty: 5809.557129
	Iteration 110Q: 3 clusters Score -1.696935e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119041 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -16969332.000000 Penalty: 5809.557129
	Iteration 111Q: 3 clusters Score -1.696933e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119078 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -16969320.000000 Penalty: 5809.557129
	Iteration 112Q: 3 clusters Score -1.696932e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119114 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -16969338.000000 Penalty: 5809.557129
	Iteration 113Q: 3 clusters Score -1.696934e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119153 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -16969324.000000 Penalty: 5809.557129
	Iteration 114Q: 3 clusters Score -1.696932e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119193 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -16969320.000000 Penalty: 5809.557129
	Iteration 115Q: 3 clusters Score -1.696932e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119226 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -16969348.000000 Penalty: 5809.557129
	Iteration 116Q: 3 clusters Score -1.696935e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119254 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -16969354.000000 Penalty: 5809.557129
	Iteration 117Q: 3 clusters Score -1.696935e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119285 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -16969366.000000 Penalty: 5809.557129
	Iteration 118Q: 3 clusters Score -1.696937e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119317 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -16969350.000000 Penalty: 5809.557129
	Iteration 119Q: 3 clusters Score -1.696935e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119353 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -16969358.000000 Penalty: 5809.557129
	Iteration 120F: 3 clusters Score -1.696936e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119381 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -16969370.000000 Penalty: 5809.557129
	Iteration 121Q: 3 clusters Score -1.696937e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119401 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -16969372.000000 Penalty: 5809.557129
	Iteration 122Q: 3 clusters Score -1.696937e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119419 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -16969372.000000 Penalty: 5809.557129
	Iteration 123Q: 3 clusters Score -1.696937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119430 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -16969370.000000 Penalty: 5809.557129
	Iteration 124Q: 3 clusters Score -1.696937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119441 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -16969378.000000 Penalty: 5809.557129
	Iteration 125Q: 3 clusters Score -1.696938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119447 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -16969382.000000 Penalty: 5809.557129
	Iteration 126Q: 3 clusters Score -1.696938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119455 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -16969372.000000 Penalty: 5809.557129
	Iteration 127Q: 3 clusters Score -1.696937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119460 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -16969366.000000 Penalty: 5809.557129
	Iteration 128Q: 3 clusters Score -1.696937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119466 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -16969364.000000 Penalty: 5809.557129
	Iteration 129Q: 3 clusters Score -1.696936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119471 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -16969362.000000 Penalty: 5809.557129
	Iteration 130Q: 3 clusters Score -1.696936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119476 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -16969354.000000 Penalty: 5809.557129
	Iteration 131Q: 3 clusters Score -1.696935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119484 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -16969364.000000 Penalty: 5809.557129
	Iteration 132Q: 3 clusters Score -1.696936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119491 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -16969372.000000 Penalty: 5809.557129
	Iteration 133Q: 3 clusters Score -1.696937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119498 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -16969370.000000 Penalty: 5809.557129
	Iteration 134Q: 3 clusters Score -1.696937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119505 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -16969378.000000 Penalty: 5809.557129
	Iteration 135Q: 3 clusters Score -1.696938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119512 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -16969362.000000 Penalty: 5809.557129
	Iteration 136Q: 3 clusters Score -1.696936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119515 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -16969368.000000 Penalty: 5809.557129
	Iteration 137Q: 3 clusters Score -1.696937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119517 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -16969374.000000 Penalty: 5809.557129
	Iteration 138Q: 3 clusters Score -1.696937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119518 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -16969368.000000 Penalty: 5809.557129
	Iteration 139Q: 3 clusters Score -1.696937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119518 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -16969368.000000 Penalty: 5809.557129
	Iteration 140F: 3 clusters Score -1.696937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Entering Unmasked Estep 
Score: -1013378.875000 Penalty: 2214.664307
	Iteration 0F: 2 clusters Score -1013379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1007210.375000 Penalty: 4429.328613
	Iteration 0F: 3 clusters Score -1007210 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1009007.125000 Penalty: 4429.328613
	Iteration 1F: 3 clusters Score -1009007 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1009456.750000 Penalty: 4429.328613
	Iteration 2F: 3 clusters Score -1009457 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1009860.812500 Penalty: 4429.328613
	Iteration 3F: 3 clusters Score -1009861 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1010230.812500 Penalty: 4429.328613
	Iteration 4F: 3 clusters Score -1010231 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1010552.625000 Penalty: 4429.328613
	Iteration 5F: 3 clusters Score -1010553 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1010847.625000 Penalty: 4429.328613
	Iteration 6F: 3 clusters Score -1010848 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1011163.875000 Penalty: 4429.328613
	Iteration 7Q: 3 clusters Score -1011164 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1011472.875000 Penalty: 4429.328613
	Iteration 8Q: 3 clusters Score -1011473 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1011702.000000 Penalty: 4429.328613
	Iteration 9Q: 3 clusters Score -1011702 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1011916.562500 Penalty: 4429.328613
	Iteration 10Q: 3 clusters Score -1011917 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1012142.750000 Penalty: 4429.328613
	Iteration 11Q: 3 clusters Score -1012143 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1012334.437500 Penalty: 4429.328613
	Iteration 12Q: 3 clusters Score -1012334 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1012514.562500 Penalty: 4429.328613
	Iteration 13Q: 3 clusters Score -1012515 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1012689.375000 Penalty: 4429.328613
	Iteration 14Q: 3 clusters Score -1012689 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1012808.562500 Penalty: 4429.328613
	Iteration 15Q: 3 clusters Score -1012809 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1012874.875000 Penalty: 4429.328613
	Iteration 16Q: 3 clusters Score -1012875 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1012907.750000 Penalty: 4429.328613
	Iteration 17Q: 3 clusters Score -1012908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1012924.875000 Penalty: 4429.328613
	Iteration 18Q: 3 clusters Score -1012925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1012933.000000 Penalty: 4429.328613
	Iteration 19Q: 3 clusters Score -1012933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1012937.187500 Penalty: 4429.328613
	Iteration 20F: 3 clusters Score -1012937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1012939.500000 Penalty: 4429.328613
	Iteration 21Q: 3 clusters Score -1012940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1012941.812500 Penalty: 4429.328613
	Iteration 22Q: 3 clusters Score -1012942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1012942.750000 Penalty: 4429.328613
	Iteration 23Q: 3 clusters Score -1012943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1012944.062500 Penalty: 4429.328613
	Iteration 24Q: 3 clusters Score -1012944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1012944.812500 Penalty: 4429.328613
	Iteration 25Q: 3 clusters Score -1012945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1012945.062500 Penalty: 4429.328613
	Iteration 26Q: 3 clusters Score -1012945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1012946.562500 Penalty: 4429.328613
	Iteration 27Q: 3 clusters Score -1012947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1012946.562500 Penalty: 4429.328613
	Iteration 28F: 3 clusters Score -1012947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (129635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129635 members 
Entering Unmasked Estep 
Score: -18063852.000000 Penalty: 2919.574463
	Iteration 0F: 2 clusters Score -1.806385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64562 members 
Mstep: Class 2 contains 65073 members 
Entering Unmasked Estep 
Score: -17978236.000000 Penalty: 5839.148926
	Iteration 0F: 3 clusters Score -1.797824e+07 nChanged 61706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59666 members 
Mstep: Class 2 contains 69969 members 
Entering Unmasked Estep 
Score: -18014312.000000 Penalty: 5839.148926
	Iteration 1F: 3 clusters Score -1.801431e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56557 members 
Mstep: Class 2 contains 73078 members 
Entering Unmasked Estep 
Score: -18015810.000000 Penalty: 5839.148926
	Iteration 2Q: 3 clusters Score -1.801581e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 77641 members 
Entering Unmasked Estep 
Score: -18018312.000000 Penalty: 5839.148926
	Iteration 3Q: 3 clusters Score -1.801831e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 84193 members 
Entering Unmasked Estep 
Score: -18022410.000000 Penalty: 5839.148926
	Iteration 4F: 3 clusters Score -1.802241e+07 nChanged 9266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 92911 members 
Entering Unmasked Estep 
Score: -18028882.000000 Penalty: 5839.148926
	Iteration 5F: 3 clusters Score -1.802888e+07 nChanged 10664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 103353 members 
Entering Unmasked Estep 
Score: -18037820.000000 Penalty: 5839.148926
	Iteration 6F: 3 clusters Score -1.803782e+07 nChanged 10484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 113765 members 
Entering Unmasked Estep 
Score: -18047648.000000 Penalty: 5839.148926
	Iteration 7F: 3 clusters Score -1.804765e+07 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 121893 members 
Entering Unmasked Estep 
Score: -18054974.000000 Penalty: 5839.148926
	Iteration 8F: 3 clusters Score -1.805497e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 126288 members 
Entering Unmasked Estep 
Score: -18058754.000000 Penalty: 5839.148926
	Iteration 9Q: 3 clusters Score -1.805875e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 128156 members 
Entering Unmasked Estep 
Score: -18060544.000000 Penalty: 5839.148926
	Iteration 10Q: 3 clusters Score -1.806054e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 128832 members 
Entering Unmasked Estep 
Score: -18061256.000000 Penalty: 5839.148926
	Iteration 11Q: 3 clusters Score -1.806126e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 129020 members 
Entering Unmasked Estep 
Score: -18061682.000000 Penalty: 5839.148926
	Iteration 12Q: 3 clusters Score -1.806168e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 129054 members 
Entering Unmasked Estep 
Score: -18061994.000000 Penalty: 5839.148926
	Iteration 13Q: 3 clusters Score -1.806199e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 129058 members 
Entering Unmasked Estep 
Score: -18062280.000000 Penalty: 5839.148926
	Iteration 14Q: 3 clusters Score -1.806228e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 129052 members 
Entering Unmasked Estep 
Score: -18062460.000000 Penalty: 5839.148926
	Iteration 15Q: 3 clusters Score -1.806246e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 129027 members 
Entering Unmasked Estep 
Score: -18062584.000000 Penalty: 5839.148926
	Iteration 16Q: 3 clusters Score -1.806258e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 129011 members 
Entering Unmasked Estep 
Score: -18062660.000000 Penalty: 5839.148926
	Iteration 17Q: 3 clusters Score -1.806266e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 129003 members 
Entering Unmasked Estep 
Score: -18062670.000000 Penalty: 5839.148926
	Iteration 18Q: 3 clusters Score -1.806267e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 128997 members 
Entering Unmasked Estep 
Score: -18062686.000000 Penalty: 5839.148926
	Iteration 19Q: 3 clusters Score -1.806269e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 129000 members 
Entering Unmasked Estep 
Score: -18062734.000000 Penalty: 5839.148926
	Iteration 20F: 3 clusters Score -1.806273e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 128988 members 
Entering Unmasked Estep 
Score: -18062740.000000 Penalty: 5839.148926
	Iteration 21Q: 3 clusters Score -1.806274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 128974 members 
Entering Unmasked Estep 
Score: -18062740.000000 Penalty: 5839.148926
	Iteration 22Q: 3 clusters Score -1.806274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 128960 members 
Entering Unmasked Estep 
Score: -18062754.000000 Penalty: 5839.148926
	Iteration 23Q: 3 clusters Score -1.806275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 128954 members 
Entering Unmasked Estep 
Score: -18062776.000000 Penalty: 5839.148926
	Iteration 24Q: 3 clusters Score -1.806278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 128945 members 
Entering Unmasked Estep 
Score: -18062772.000000 Penalty: 5839.148926
	Iteration 25Q: 3 clusters Score -1.806277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 128934 members 
Entering Unmasked Estep 
Score: -18062806.000000 Penalty: 5839.148926
	Iteration 26Q: 3 clusters Score -1.806281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 128926 members 
Entering Unmasked Estep 
Score: -18062814.000000 Penalty: 5839.148926
	Iteration 27Q: 3 clusters Score -1.806281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 128913 members 
Entering Unmasked Estep 
Score: -18062840.000000 Penalty: 5839.148926
	Iteration 28Q: 3 clusters Score -1.806284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 128910 members 
Entering Unmasked Estep 
Score: -18062832.000000 Penalty: 5839.148926
	Iteration 29Q: 3 clusters Score -1.806283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 128909 members 
Entering Unmasked Estep 
Score: -18062840.000000 Penalty: 5839.148926
	Iteration 30Q: 3 clusters Score -1.806284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 128908 members 
Entering Unmasked Estep 
Score: -18062842.000000 Penalty: 5839.148926
	Iteration 31Q: 3 clusters Score -1.806284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 128906 members 
Entering Unmasked Estep 
Score: -18062842.000000 Penalty: 5839.148926
	Iteration 32Q: 3 clusters Score -1.806284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 128906 members 
Entering Unmasked Estep 
Score: -18062842.000000 Penalty: 5839.148926
	Iteration 33F: 3 clusters Score -1.806284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (31870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Entering Unmasked Estep 
Score: -4474972.000000 Penalty: 2571.616211
	Iteration 0F: 2 clusters Score -4474972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -4453127.500000 Penalty: 5143.232422
	Iteration 0F: 3 clusters Score -4453128 nChanged 14437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -4460979.000000 Penalty: 5143.232422
	Iteration 1F: 3 clusters Score -4460979 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -4461422.000000 Penalty: 5143.232422
	Iteration 2Q: 3 clusters Score -4461422 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -4461798.000000 Penalty: 5143.232422
	Iteration 3Q: 3 clusters Score -4461798 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -4462122.000000 Penalty: 5143.232422
	Iteration 4Q: 3 clusters Score -4462122 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -4462542.500000 Penalty: 5143.232422
	Iteration 5Q: 3 clusters Score -4462542 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -4463128.000000 Penalty: 5143.232422
	Iteration 6Q: 3 clusters Score -4463128 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -4464034.500000 Penalty: 5143.232422
	Iteration 7F: 3 clusters Score -4464034 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -4465342.000000 Penalty: 5143.232422
	Iteration 8F: 3 clusters Score -4465342 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -4467162.500000 Penalty: 5143.232422
	Iteration 9F: 3 clusters Score -4467162 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -4469174.000000 Penalty: 5143.232422
	Iteration 10F: 3 clusters Score -4469174 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -4470795.500000 Penalty: 5143.232422
	Iteration 11F: 3 clusters Score -4470796 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -4471884.000000 Penalty: 5143.232422
	Iteration 12Q: 3 clusters Score -4471884 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -4472403.000000 Penalty: 5143.232422
	Iteration 13Q: 3 clusters Score -4472403 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -4472675.500000 Penalty: 5143.232422
	Iteration 14Q: 3 clusters Score -4472676 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -4472817.000000 Penalty: 5143.232422
	Iteration 15Q: 3 clusters Score -4472817 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -4472883.000000 Penalty: 5143.232422
	Iteration 16Q: 3 clusters Score -4472883 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -4472924.500000 Penalty: 5143.232422
	Iteration 17Q: 3 clusters Score -4472924 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -4472953.000000 Penalty: 5143.232422
	Iteration 18Q: 3 clusters Score -4472953 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -4472978.500000 Penalty: 5143.232422
	Iteration 19Q: 3 clusters Score -4472978 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -4472992.000000 Penalty: 5143.232422
	Iteration 20F: 3 clusters Score -4472992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -4472999.500000 Penalty: 5143.232422
	Iteration 21Q: 3 clusters Score -4473000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -4473013.500000 Penalty: 5143.232422
	Iteration 22Q: 3 clusters Score -4473014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -4473019.000000 Penalty: 5143.232422
	Iteration 23Q: 3 clusters Score -4473019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -4473025.000000 Penalty: 5143.232422
	Iteration 24Q: 3 clusters Score -4473025 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -4473038.500000 Penalty: 5143.232422
	Iteration 25Q: 3 clusters Score -4473038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -4473044.000000 Penalty: 5143.232422
	Iteration 26Q: 3 clusters Score -4473044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -4473051.500000 Penalty: 5143.232422
	Iteration 27Q: 3 clusters Score -4473052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -4473059.000000 Penalty: 5143.232422
	Iteration 28Q: 3 clusters Score -4473059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -4473060.500000 Penalty: 5143.232422
	Iteration 29Q: 3 clusters Score -4473060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -4473060.500000 Penalty: 5143.232422
	Iteration 30Q: 3 clusters Score -4473060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -4473060.000000 Penalty: 5143.232422
	Iteration 31Q: 3 clusters Score -4473060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -4473069.500000 Penalty: 5143.232422
	Iteration 32Q: 3 clusters Score -4473070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -4473069.500000 Penalty: 5143.232422
	Iteration 33Q: 3 clusters Score -4473070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -4473063.500000 Penalty: 5143.232422
	Iteration 34Q: 3 clusters Score -4473064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -4473070.000000 Penalty: 5143.232422
	Iteration 35Q: 3 clusters Score -4473070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -4473071.500000 Penalty: 5143.232422
	Iteration 36Q: 3 clusters Score -4473072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -4473073.000000 Penalty: 5143.232422
	Iteration 37Q: 3 clusters Score -4473073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -4473076.500000 Penalty: 5143.232422
	Iteration 38Q: 3 clusters Score -4473076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -4473071.000000 Penalty: 5143.232422
	Iteration 39Q: 3 clusters Score -4473071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -4473079.000000 Penalty: 5143.232422
	Iteration 40F: 3 clusters Score -4473079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -4473083.000000 Penalty: 5143.232422
	Iteration 41Q: 3 clusters Score -4473083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -4473081.500000 Penalty: 5143.232422
	Iteration 42Q: 3 clusters Score -4473082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -4473081.000000 Penalty: 5143.232422
	Iteration 43Q: 3 clusters Score -4473081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -4473081.000000 Penalty: 5143.232422
	Iteration 44F: 3 clusters Score -4473081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Entering Unmasked Estep 
Score: -6327268.500000 Penalty: 2666.584229
	Iteration 0F: 2 clusters Score -6327268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -6295845.500000 Penalty: 5333.168457
	Iteration 0F: 3 clusters Score -6295846 nChanged 21460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -6307792.500000 Penalty: 5333.168457
	Iteration 1F: 3 clusters Score -6307792 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -6308340.500000 Penalty: 5333.168457
	Iteration 2Q: 3 clusters Score -6308340 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -6308794.500000 Penalty: 5333.168457
	Iteration 3Q: 3 clusters Score -6308794 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -6309271.000000 Penalty: 5333.168457
	Iteration 4Q: 3 clusters Score -6309271 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -6309795.000000 Penalty: 5333.168457
	Iteration 5Q: 3 clusters Score -6309795 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -6310405.000000 Penalty: 5333.168457
	Iteration 6Q: 3 clusters Score -6310405 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -6311071.500000 Penalty: 5333.168457
	Iteration 7Q: 3 clusters Score -6311072 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -6311717.500000 Penalty: 5333.168457
	Iteration 8Q: 3 clusters Score -6311718 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -6312391.000000 Penalty: 5333.168457
	Iteration 9Q: 3 clusters Score -6312391 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -6313123.500000 Penalty: 5333.168457
	Iteration 10Q: 3 clusters Score -6313124 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -6313792.500000 Penalty: 5333.168457
	Iteration 11Q: 3 clusters Score -6313792 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -6314434.000000 Penalty: 5333.168457
	Iteration 12Q: 3 clusters Score -6314434 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -6314974.000000 Penalty: 5333.168457
	Iteration 13Q: 3 clusters Score -6314974 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -6315507.500000 Penalty: 5333.168457
	Iteration 14Q: 3 clusters Score -6315508 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -6316024.000000 Penalty: 5333.168457
	Iteration 15Q: 3 clusters Score -6316024 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -6316601.000000 Penalty: 5333.168457
	Iteration 16Q: 3 clusters Score -6316601 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -6317182.000000 Penalty: 5333.168457
	Iteration 17Q: 3 clusters Score -6317182 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -6317765.500000 Penalty: 5333.168457
	Iteration 18Q: 3 clusters Score -6317766 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -6318277.000000 Penalty: 5333.168457
	Iteration 19Q: 3 clusters Score -6318277 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -6318773.000000 Penalty: 5333.168457
	Iteration 20F: 3 clusters Score -6318773 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -6319326.000000 Penalty: 5333.168457
	Iteration 21Q: 3 clusters Score -6319326 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -6319871.000000 Penalty: 5333.168457
	Iteration 22Q: 3 clusters Score -6319871 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -6320373.000000 Penalty: 5333.168457
	Iteration 23Q: 3 clusters Score -6320373 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -6320854.500000 Penalty: 5333.168457
	Iteration 24Q: 3 clusters Score -6320854 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -6321286.500000 Penalty: 5333.168457
	Iteration 25Q: 3 clusters Score -6321286 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -6321804.500000 Penalty: 5333.168457
	Iteration 26Q: 3 clusters Score -6321804 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -6322240.000000 Penalty: 5333.168457
	Iteration 27Q: 3 clusters Score -6322240 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -6322591.500000 Penalty: 5333.168457
	Iteration 28Q: 3 clusters Score -6322592 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -6322950.000000 Penalty: 5333.168457
	Iteration 29Q: 3 clusters Score -6322950 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -6323247.500000 Penalty: 5333.168457
	Iteration 30Q: 3 clusters Score -6323248 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -6323508.000000 Penalty: 5333.168457
	Iteration 31Q: 3 clusters Score -6323508 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -6323777.500000 Penalty: 5333.168457
	Iteration 32Q: 3 clusters Score -6323778 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -6323958.000000 Penalty: 5333.168457
	Iteration 33Q: 3 clusters Score -6323958 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -6324120.000000 Penalty: 5333.168457
	Iteration 34Q: 3 clusters Score -6324120 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -6324245.000000 Penalty: 5333.168457
	Iteration 35Q: 3 clusters Score -6324245 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -6324377.000000 Penalty: 5333.168457
	Iteration 36Q: 3 clusters Score -6324377 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -6324485.500000 Penalty: 5333.168457
	Iteration 37Q: 3 clusters Score -6324486 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -6324590.500000 Penalty: 5333.168457
	Iteration 38Q: 3 clusters Score -6324590 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -6324671.500000 Penalty: 5333.168457
	Iteration 39Q: 3 clusters Score -6324672 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -6324713.000000 Penalty: 5333.168457
	Iteration 40F: 3 clusters Score -6324713 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -6324748.500000 Penalty: 5333.168457
	Iteration 41Q: 3 clusters Score -6324748 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -6324810.500000 Penalty: 5333.168457
	Iteration 42Q: 3 clusters Score -6324810 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -6324841.000000 Penalty: 5333.168457
	Iteration 43Q: 3 clusters Score -6324841 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -6324881.000000 Penalty: 5333.168457
	Iteration 44Q: 3 clusters Score -6324881 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -6324895.000000 Penalty: 5333.168457
	Iteration 45Q: 3 clusters Score -6324895 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -6324913.000000 Penalty: 5333.168457
	Iteration 46Q: 3 clusters Score -6324913 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -6324926.000000 Penalty: 5333.168457
	Iteration 47Q: 3 clusters Score -6324926 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -6324949.000000 Penalty: 5333.168457
	Iteration 48Q: 3 clusters Score -6324949 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -6324950.500000 Penalty: 5333.168457
	Iteration 49Q: 3 clusters Score -6324950 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -6324978.500000 Penalty: 5333.168457
	Iteration 50Q: 3 clusters Score -6324978 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -6325012.000000 Penalty: 5333.168457
	Iteration 51Q: 3 clusters Score -6325012 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -6325029.000000 Penalty: 5333.168457
	Iteration 52Q: 3 clusters Score -6325029 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -6325044.500000 Penalty: 5333.168457
	Iteration 53Q: 3 clusters Score -6325044 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -6325069.000000 Penalty: 5333.168457
	Iteration 54Q: 3 clusters Score -6325069 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -6325083.500000 Penalty: 5333.168457
	Iteration 55Q: 3 clusters Score -6325084 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -6325093.500000 Penalty: 5333.168457
	Iteration 56Q: 3 clusters Score -6325094 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -6325103.000000 Penalty: 5333.168457
	Iteration 57Q: 3 clusters Score -6325103 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -6325116.500000 Penalty: 5333.168457
	Iteration 58Q: 3 clusters Score -6325116 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -6325125.000000 Penalty: 5333.168457
	Iteration 59Q: 3 clusters Score -6325125 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -6325125.000000 Penalty: 5333.168457
	Iteration 60F: 3 clusters Score -6325125 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -6325133.000000 Penalty: 5333.168457
	Iteration 61Q: 3 clusters Score -6325133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -6325137.000000 Penalty: 5333.168457
	Iteration 62Q: 3 clusters Score -6325137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -6325138.500000 Penalty: 5333.168457
	Iteration 63Q: 3 clusters Score -6325138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -6325138.000000 Penalty: 5333.168457
	Iteration 64Q: 3 clusters Score -6325138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -6325137.500000 Penalty: 5333.168457
	Iteration 65Q: 3 clusters Score -6325138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -6325148.500000 Penalty: 5333.168457
	Iteration 66Q: 3 clusters Score -6325148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -6325143.500000 Penalty: 5333.168457
	Iteration 67Q: 3 clusters Score -6325144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -6325137.000000 Penalty: 5333.168457
	Iteration 68Q: 3 clusters Score -6325137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -6325138.500000 Penalty: 5333.168457
	Iteration 69Q: 3 clusters Score -6325138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -6325136.000000 Penalty: 5333.168457
	Iteration 70Q: 3 clusters Score -6325136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -6325141.000000 Penalty: 5333.168457
	Iteration 71Q: 3 clusters Score -6325141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -6325132.500000 Penalty: 5333.168457
	Iteration 72Q: 3 clusters Score -6325132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -6325136.500000 Penalty: 5333.168457
	Iteration 73Q: 3 clusters Score -6325136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -6325133.500000 Penalty: 5333.168457
	Iteration 74Q: 3 clusters Score -6325134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -6325137.000000 Penalty: 5333.168457
	Iteration 75Q: 3 clusters Score -6325137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -6325132.500000 Penalty: 5333.168457
	Iteration 76Q: 3 clusters Score -6325132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -6325133.000000 Penalty: 5333.168457
	Iteration 77Q: 3 clusters Score -6325133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -6325129.500000 Penalty: 5333.168457
	Iteration 78Q: 3 clusters Score -6325130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -6325132.000000 Penalty: 5333.168457
	Iteration 79Q: 3 clusters Score -6325132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -6325131.000000 Penalty: 5333.168457
	Iteration 80F: 3 clusters Score -6325131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -6325132.000000 Penalty: 5333.168457
	Iteration 81Q: 3 clusters Score -6325132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -6325137.500000 Penalty: 5333.168457
	Iteration 82Q: 3 clusters Score -6325138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -6325140.000000 Penalty: 5333.168457
	Iteration 83Q: 3 clusters Score -6325140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -6325137.500000 Penalty: 5333.168457
	Iteration 84Q: 3 clusters Score -6325138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -6325138.500000 Penalty: 5333.168457
	Iteration 85Q: 3 clusters Score -6325138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -6325145.500000 Penalty: 5333.168457
	Iteration 86Q: 3 clusters Score -6325146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -6325146.500000 Penalty: 5333.168457
	Iteration 87Q: 3 clusters Score -6325146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -6325154.000000 Penalty: 5333.168457
	Iteration 88Q: 3 clusters Score -6325154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -6325151.000000 Penalty: 5333.168457
	Iteration 89Q: 3 clusters Score -6325151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -6325151.000000 Penalty: 5333.168457
	Iteration 90Q: 3 clusters Score -6325151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -6325151.000000 Penalty: 5333.168457
	Iteration 91Q: 3 clusters Score -6325151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -6325155.500000 Penalty: 5333.168457
	Iteration 92Q: 3 clusters Score -6325156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -6325158.000000 Penalty: 5333.168457
	Iteration 93Q: 3 clusters Score -6325158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -6325153.000000 Penalty: 5333.168457
	Iteration 94Q: 3 clusters Score -6325153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -6325154.000000 Penalty: 5333.168457
	Iteration 95Q: 3 clusters Score -6325154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -6325161.000000 Penalty: 5333.168457
	Iteration 96Q: 3 clusters Score -6325161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -6325155.500000 Penalty: 5333.168457
	Iteration 97Q: 3 clusters Score -6325156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -6325156.500000 Penalty: 5333.168457
	Iteration 98Q: 3 clusters Score -6325156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -6325155.000000 Penalty: 5333.168457
	Iteration 99Q: 3 clusters Score -6325155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -6325159.000000 Penalty: 5333.168457
	Iteration 100F: 3 clusters Score -6325159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -6325159.000000 Penalty: 5333.168457
	Iteration 101Q: 3 clusters Score -6325159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -6325160.500000 Penalty: 5333.168457
	Iteration 102Q: 3 clusters Score -6325160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -6325158.500000 Penalty: 5333.168457
	Iteration 103Q: 3 clusters Score -6325158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -6325158.000000 Penalty: 5333.168457
	Iteration 104Q: 3 clusters Score -6325158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -6325159.500000 Penalty: 5333.168457
	Iteration 105Q: 3 clusters Score -6325160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -6325159.500000 Penalty: 5333.168457
	Iteration 106F: 3 clusters Score -6325160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Entering Unmasked Estep 
Score: -2414968.750000 Penalty: 2426.187256
	Iteration 0F: 2 clusters Score -2414969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2402393.000000 Penalty: 4852.374512
	Iteration 0F: 3 clusters Score -2402393 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2406721.250000 Penalty: 4852.374512
	Iteration 1F: 3 clusters Score -2406721 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2407197.500000 Penalty: 4852.374512
	Iteration 2F: 3 clusters Score -2407198 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2407588.250000 Penalty: 4852.374512
	Iteration 3F: 3 clusters Score -2407588 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2407930.000000 Penalty: 4852.374512
	Iteration 4Q: 3 clusters Score -2407930 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2408247.500000 Penalty: 4852.374512
	Iteration 5Q: 3 clusters Score -2408248 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2408569.750000 Penalty: 4852.374512
	Iteration 6Q: 3 clusters Score -2408570 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2408876.000000 Penalty: 4852.374512
	Iteration 7Q: 3 clusters Score -2408876 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2409243.500000 Penalty: 4852.374512
	Iteration 8Q: 3 clusters Score -2409244 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2409706.000000 Penalty: 4852.374512
	Iteration 9Q: 3 clusters Score -2409706 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2410258.000000 Penalty: 4852.374512
	Iteration 10Q: 3 clusters Score -2410258 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2410935.750000 Penalty: 4852.374512
	Iteration 11F: 3 clusters Score -2410936 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2411705.500000 Penalty: 4852.374512
	Iteration 12F: 3 clusters Score -2411706 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2412425.500000 Penalty: 4852.374512
	Iteration 13F: 3 clusters Score -2412426 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2413028.750000 Penalty: 4852.374512
	Iteration 14Q: 3 clusters Score -2413029 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2413530.750000 Penalty: 4852.374512
	Iteration 15Q: 3 clusters Score -2413531 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2413858.250000 Penalty: 4852.374512
	Iteration 16Q: 3 clusters Score -2413858 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2414077.500000 Penalty: 4852.374512
	Iteration 17Q: 3 clusters Score -2414078 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2414208.250000 Penalty: 4852.374512
	Iteration 18Q: 3 clusters Score -2414208 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2414286.250000 Penalty: 4852.374512
	Iteration 19Q: 3 clusters Score -2414286 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2414331.750000 Penalty: 4852.374512
	Iteration 20F: 3 clusters Score -2414332 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2414377.250000 Penalty: 4852.374512
	Iteration 21Q: 3 clusters Score -2414377 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2414395.500000 Penalty: 4852.374512
	Iteration 22Q: 3 clusters Score -2414396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2414413.250000 Penalty: 4852.374512
	Iteration 23Q: 3 clusters Score -2414413 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2414425.500000 Penalty: 4852.374512
	Iteration 24Q: 3 clusters Score -2414426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2414431.000000 Penalty: 4852.374512
	Iteration 25Q: 3 clusters Score -2414431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2414437.250000 Penalty: 4852.374512
	Iteration 26Q: 3 clusters Score -2414437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2414448.000000 Penalty: 4852.374512
	Iteration 27Q: 3 clusters Score -2414448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2414457.750000 Penalty: 4852.374512
	Iteration 28Q: 3 clusters Score -2414458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2414459.750000 Penalty: 4852.374512
	Iteration 29Q: 3 clusters Score -2414460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2414460.750000 Penalty: 4852.374512
	Iteration 30Q: 3 clusters Score -2414461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2414462.000000 Penalty: 4852.374512
	Iteration 31Q: 3 clusters Score -2414462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2414462.750000 Penalty: 4852.374512
	Iteration 32Q: 3 clusters Score -2414463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2414462.750000 Penalty: 4852.374512
	Iteration 33F: 3 clusters Score -2414463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (136332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136332 members 
Entering Unmasked Estep 
Score: -18950970.000000 Penalty: 2932.066406
	Iteration 0F: 2 clusters Score -1.895097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68231 members 
Mstep: Class 2 contains 68101 members 
Entering Unmasked Estep 
Score: -18862596.000000 Penalty: 5864.132812
	Iteration 0F: 3 clusters Score -1.88626e+07 nChanged 64977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69502 members 
Mstep: Class 2 contains 66830 members 
Entering Unmasked Estep 
Score: -18899944.000000 Penalty: 5864.132812
	Iteration 1F: 3 clusters Score -1.889994e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70562 members 
Mstep: Class 2 contains 65770 members 
Entering Unmasked Estep 
Score: -18900874.000000 Penalty: 5864.132812
	Iteration 2Q: 3 clusters Score -1.890087e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72098 members 
Mstep: Class 2 contains 64234 members 
Entering Unmasked Estep 
Score: -18902042.000000 Penalty: 5864.132812
	Iteration 3Q: 3 clusters Score -1.890204e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74334 members 
Mstep: Class 2 contains 61998 members 
Entering Unmasked Estep 
Score: -18903474.000000 Penalty: 5864.132812
	Iteration 4Q: 3 clusters Score -1.890347e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77524 members 
Mstep: Class 2 contains 58808 members 
Entering Unmasked Estep 
Score: -18905580.000000 Penalty: 5864.132812
	Iteration 5Q: 3 clusters Score -1.890558e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81748 members 
Mstep: Class 2 contains 54584 members 
Entering Unmasked Estep 
Score: -18908596.000000 Penalty: 5864.132812
	Iteration 6Q: 3 clusters Score -1.89086e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87155 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -18912418.000000 Penalty: 5864.132812
	Iteration 7F: 3 clusters Score -1.891242e+07 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93846 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -18917370.000000 Penalty: 5864.132812
	Iteration 8F: 3 clusters Score -1.891737e+07 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101499 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -18923274.000000 Penalty: 5864.132812
	Iteration 9F: 3 clusters Score -1.892327e+07 nChanged 8337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109500 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -18929504.000000 Penalty: 5864.132812
	Iteration 10F: 3 clusters Score -1.89295e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117049 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -18935422.000000 Penalty: 5864.132812
	Iteration 11F: 3 clusters Score -1.893542e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123367 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -18940178.000000 Penalty: 5864.132812
	Iteration 12Q: 3 clusters Score -1.894018e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127881 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -18943424.000000 Penalty: 5864.132812
	Iteration 13Q: 3 clusters Score -1.894342e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130785 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -18945542.000000 Penalty: 5864.132812
	Iteration 14Q: 3 clusters Score -1.894554e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132576 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -18946642.000000 Penalty: 5864.132812
	Iteration 15Q: 3 clusters Score -1.894664e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133703 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -18947320.000000 Penalty: 5864.132812
	Iteration 16Q: 3 clusters Score -1.894732e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134418 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -18947742.000000 Penalty: 5864.132812
	Iteration 17Q: 3 clusters Score -1.894774e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134861 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -18948024.000000 Penalty: 5864.132812
	Iteration 18Q: 3 clusters Score -1.894802e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135091 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -18948210.000000 Penalty: 5864.132812
	Iteration 19Q: 3 clusters Score -1.894821e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135247 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -18948274.000000 Penalty: 5864.132812
	Iteration 20F: 3 clusters Score -1.894827e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135354 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -18948366.000000 Penalty: 5864.132812
	Iteration 21Q: 3 clusters Score -1.894837e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135430 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -18948398.000000 Penalty: 5864.132812
	Iteration 22Q: 3 clusters Score -1.89484e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135469 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -18948444.000000 Penalty: 5864.132812
	Iteration 23Q: 3 clusters Score -1.894844e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135502 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -18948472.000000 Penalty: 5864.132812
	Iteration 24Q: 3 clusters Score -1.894847e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135522 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -18948486.000000 Penalty: 5864.132812
	Iteration 25Q: 3 clusters Score -1.894849e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135540 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -18948504.000000 Penalty: 5864.132812
	Iteration 26Q: 3 clusters Score -1.89485e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135558 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -18948494.000000 Penalty: 5864.132812
	Iteration 27Q: 3 clusters Score -1.894849e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135570 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -18948488.000000 Penalty: 5864.132812
	Iteration 28Q: 3 clusters Score -1.894849e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135579 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -18948522.000000 Penalty: 5864.132812
	Iteration 29Q: 3 clusters Score -1.894852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135590 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -18948546.000000 Penalty: 5864.132812
	Iteration 30Q: 3 clusters Score -1.894855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135600 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -18948548.000000 Penalty: 5864.132812
	Iteration 31Q: 3 clusters Score -1.894855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135602 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -18948556.000000 Penalty: 5864.132812
	Iteration 32Q: 3 clusters Score -1.894856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135604 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -18948552.000000 Penalty: 5864.132812
	Iteration 33Q: 3 clusters Score -1.894855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135607 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -18948554.000000 Penalty: 5864.132812
	Iteration 34Q: 3 clusters Score -1.894855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135609 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -18948546.000000 Penalty: 5864.132812
	Iteration 35Q: 3 clusters Score -1.894855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135610 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -18948556.000000 Penalty: 5864.132812
	Iteration 36Q: 3 clusters Score -1.894856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135609 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -18948560.000000 Penalty: 5864.132812
	Iteration 37Q: 3 clusters Score -1.894856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135614 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -18948556.000000 Penalty: 5864.132812
	Iteration 38Q: 3 clusters Score -1.894856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135617 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -18948556.000000 Penalty: 5864.132812
	Iteration 39Q: 3 clusters Score -1.894856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135619 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -18948566.000000 Penalty: 5864.132812
	Iteration 40F: 3 clusters Score -1.894857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135621 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -18948564.000000 Penalty: 5864.132812
	Iteration 41Q: 3 clusters Score -1.894856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135622 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -18948564.000000 Penalty: 5864.132812
	Iteration 42Q: 3 clusters Score -1.894856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135624 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -18948580.000000 Penalty: 5864.132812
	Iteration 43Q: 3 clusters Score -1.894858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135627 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -18948572.000000 Penalty: 5864.132812
	Iteration 44Q: 3 clusters Score -1.894857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135631 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -18948560.000000 Penalty: 5864.132812
	Iteration 45Q: 3 clusters Score -1.894856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135637 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -18948576.000000 Penalty: 5864.132812
	Iteration 46Q: 3 clusters Score -1.894858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135641 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -18948576.000000 Penalty: 5864.132812
	Iteration 47Q: 3 clusters Score -1.894858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135642 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -18948570.000000 Penalty: 5864.132812
	Iteration 48Q: 3 clusters Score -1.894857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135644 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -18948582.000000 Penalty: 5864.132812
	Iteration 49Q: 3 clusters Score -1.894858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135644 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -18948590.000000 Penalty: 5864.132812
	Iteration 50Q: 3 clusters Score -1.894859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135644 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -18948590.000000 Penalty: 5864.132812
	Iteration 51F: 3 clusters Score -1.894859e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Entering Unmasked Estep 
Score: -1126329.875000 Penalty: 2241.426270
	Iteration 0F: 2 clusters Score -1126330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1119686.500000 Penalty: 4482.852539
	Iteration 0F: 3 clusters Score -1119686 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1121806.625000 Penalty: 4482.852539
	Iteration 1F: 3 clusters Score -1121807 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1122367.250000 Penalty: 4482.852539
	Iteration 2F: 3 clusters Score -1122367 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1122830.625000 Penalty: 4482.852539
	Iteration 3F: 3 clusters Score -1122831 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1123259.250000 Penalty: 4482.852539
	Iteration 4F: 3 clusters Score -1123259 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1123725.875000 Penalty: 4482.852539
	Iteration 5F: 3 clusters Score -1123726 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1124220.875000 Penalty: 4482.852539
	Iteration 6F: 3 clusters Score -1124221 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1124715.625000 Penalty: 4482.852539
	Iteration 7F: 3 clusters Score -1124716 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1125206.375000 Penalty: 4482.852539
	Iteration 8F: 3 clusters Score -1125206 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1125611.250000 Penalty: 4482.852539
	Iteration 9Q: 3 clusters Score -1125611 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1125880.000000 Penalty: 4482.852539
	Iteration 10Q: 3 clusters Score -1125880 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1126047.875000 Penalty: 4482.852539
	Iteration 11Q: 3 clusters Score -1126048 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1126105.250000 Penalty: 4482.852539
	Iteration 12Q: 3 clusters Score -1126105 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1126125.750000 Penalty: 4482.852539
	Iteration 13Q: 3 clusters Score -1126126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1126139.125000 Penalty: 4482.852539
	Iteration 14Q: 3 clusters Score -1126139 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1126147.375000 Penalty: 4482.852539
	Iteration 15Q: 3 clusters Score -1126147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1126153.750000 Penalty: 4482.852539
	Iteration 16Q: 3 clusters Score -1126154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1126156.875000 Penalty: 4482.852539
	Iteration 17Q: 3 clusters Score -1126157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1126157.875000 Penalty: 4482.852539
	Iteration 18Q: 3 clusters Score -1126158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1126157.000000 Penalty: 4482.852539
	Iteration 19Q: 3 clusters Score -1126157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1126158.250000 Penalty: 4482.852539
	Iteration 20F: 3 clusters Score -1126158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1126157.250000 Penalty: 4482.852539
	Iteration 21Q: 3 clusters Score -1126157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1126157.250000 Penalty: 4482.852539
	Iteration 22F: 3 clusters Score -1126157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Entering Unmasked Estep 
Score: -2769862.750000 Penalty: 2471.356445
	Iteration 0F: 2 clusters Score -2769863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2755026.750000 Penalty: 4942.712891
	Iteration 0F: 3 clusters Score -2755027 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2760615.750000 Penalty: 4942.712891
	Iteration 1F: 3 clusters Score -2760616 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2761459.750000 Penalty: 4942.712891
	Iteration 2F: 3 clusters Score -2761460 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2762283.250000 Penalty: 4942.712891
	Iteration 3F: 3 clusters Score -2762283 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2763182.500000 Penalty: 4942.712891
	Iteration 4F: 3 clusters Score -2763182 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2764037.500000 Penalty: 4942.712891
	Iteration 5F: 3 clusters Score -2764038 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2764740.250000 Penalty: 4942.712891
	Iteration 6F: 3 clusters Score -2764740 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2765257.750000 Penalty: 4942.712891
	Iteration 7Q: 3 clusters Score -2765258 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2765728.250000 Penalty: 4942.712891
	Iteration 8Q: 3 clusters Score -2765728 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2766159.500000 Penalty: 4942.712891
	Iteration 9Q: 3 clusters Score -2766160 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2766594.250000 Penalty: 4942.712891
	Iteration 10Q: 3 clusters Score -2766594 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2767020.250000 Penalty: 4942.712891
	Iteration 11Q: 3 clusters Score -2767020 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2767334.000000 Penalty: 4942.712891
	Iteration 12Q: 3 clusters Score -2767334 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2767545.750000 Penalty: 4942.712891
	Iteration 13Q: 3 clusters Score -2767546 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2767698.500000 Penalty: 4942.712891
	Iteration 14Q: 3 clusters Score -2767698 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2767795.000000 Penalty: 4942.712891
	Iteration 15Q: 3 clusters Score -2767795 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2767875.500000 Penalty: 4942.712891
	Iteration 16Q: 3 clusters Score -2767876 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2767925.000000 Penalty: 4942.712891
	Iteration 17Q: 3 clusters Score -2767925 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2767972.250000 Penalty: 4942.712891
	Iteration 18Q: 3 clusters Score -2767972 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2768021.250000 Penalty: 4942.712891
	Iteration 19Q: 3 clusters Score -2768021 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2768067.500000 Penalty: 4942.712891
	Iteration 20F: 3 clusters Score -2768068 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2768088.750000 Penalty: 4942.712891
	Iteration 21Q: 3 clusters Score -2768089 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2768134.000000 Penalty: 4942.712891
	Iteration 22Q: 3 clusters Score -2768134 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2768188.500000 Penalty: 4942.712891
	Iteration 23Q: 3 clusters Score -2768188 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2768248.500000 Penalty: 4942.712891
	Iteration 24Q: 3 clusters Score -2768248 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2768316.000000 Penalty: 4942.712891
	Iteration 25Q: 3 clusters Score -2768316 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2768412.250000 Penalty: 4942.712891
	Iteration 26Q: 3 clusters Score -2768412 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2768516.000000 Penalty: 4942.712891
	Iteration 27Q: 3 clusters Score -2768516 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2768626.000000 Penalty: 4942.712891
	Iteration 28Q: 3 clusters Score -2768626 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2768744.000000 Penalty: 4942.712891
	Iteration 29Q: 3 clusters Score -2768744 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2768875.500000 Penalty: 4942.712891
	Iteration 30Q: 3 clusters Score -2768876 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2768993.500000 Penalty: 4942.712891
	Iteration 31Q: 3 clusters Score -2768994 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2769092.750000 Penalty: 4942.712891
	Iteration 32Q: 3 clusters Score -2769093 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2769166.500000 Penalty: 4942.712891
	Iteration 33Q: 3 clusters Score -2769166 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2769218.500000 Penalty: 4942.712891
	Iteration 34Q: 3 clusters Score -2769218 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2769260.750000 Penalty: 4942.712891
	Iteration 35Q: 3 clusters Score -2769261 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2769291.750000 Penalty: 4942.712891
	Iteration 36Q: 3 clusters Score -2769292 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2769322.750000 Penalty: 4942.712891
	Iteration 37Q: 3 clusters Score -2769323 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2769342.250000 Penalty: 4942.712891
	Iteration 38Q: 3 clusters Score -2769342 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2769362.750000 Penalty: 4942.712891
	Iteration 39Q: 3 clusters Score -2769363 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2769378.000000 Penalty: 4942.712891
	Iteration 40F: 3 clusters Score -2769378 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2769393.250000 Penalty: 4942.712891
	Iteration 41Q: 3 clusters Score -2769393 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2769395.750000 Penalty: 4942.712891
	Iteration 42Q: 3 clusters Score -2769396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2769405.000000 Penalty: 4942.712891
	Iteration 43Q: 3 clusters Score -2769405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -2769405.250000 Penalty: 4942.712891
	Iteration 44Q: 3 clusters Score -2769405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2769411.750000 Penalty: 4942.712891
	Iteration 45Q: 3 clusters Score -2769412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2769420.250000 Penalty: 4942.712891
	Iteration 46Q: 3 clusters Score -2769420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2769425.000000 Penalty: 4942.712891
	Iteration 47Q: 3 clusters Score -2769425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2769424.750000 Penalty: 4942.712891
	Iteration 48Q: 3 clusters Score -2769425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2769422.750000 Penalty: 4942.712891
	Iteration 49Q: 3 clusters Score -2769423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2769426.750000 Penalty: 4942.712891
	Iteration 50Q: 3 clusters Score -2769427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2769431.500000 Penalty: 4942.712891
	Iteration 51Q: 3 clusters Score -2769432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2769439.000000 Penalty: 4942.712891
	Iteration 52Q: 3 clusters Score -2769439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2769443.500000 Penalty: 4942.712891
	Iteration 53Q: 3 clusters Score -2769444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2769449.250000 Penalty: 4942.712891
	Iteration 54Q: 3 clusters Score -2769449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2769451.000000 Penalty: 4942.712891
	Iteration 55Q: 3 clusters Score -2769451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2769451.750000 Penalty: 4942.712891
	Iteration 56Q: 3 clusters Score -2769452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2769449.250000 Penalty: 4942.712891
	Iteration 57Q: 3 clusters Score -2769449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2769447.750000 Penalty: 4942.712891
	Iteration 58Q: 3 clusters Score -2769448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2769447.250000 Penalty: 4942.712891
	Iteration 59Q: 3 clusters Score -2769447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2769450.750000 Penalty: 4942.712891
	Iteration 60F: 3 clusters Score -2769451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Entering Unmasked Estep 
Score: -6840465.000000 Penalty: 2676.639160
	Iteration 0F: 2 clusters Score -6840465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -6807529.500000 Penalty: 5353.278320
	Iteration 0F: 3 clusters Score -6807530 nChanged 22581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -6819968.500000 Penalty: 5353.278320
	Iteration 1F: 3 clusters Score -6819968 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -6820567.000000 Penalty: 5353.278320
	Iteration 2Q: 3 clusters Score -6820567 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -6821318.500000 Penalty: 5353.278320
	Iteration 3Q: 3 clusters Score -6821318 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -6822228.500000 Penalty: 5353.278320
	Iteration 4Q: 3 clusters Score -6822228 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -6823573.500000 Penalty: 5353.278320
	Iteration 5F: 3 clusters Score -6823574 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -6825680.500000 Penalty: 5353.278320
	Iteration 6F: 3 clusters Score -6825680 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -6828875.500000 Penalty: 5353.278320
	Iteration 7F: 3 clusters Score -6828876 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -6832640.500000 Penalty: 5353.278320
	Iteration 8F: 3 clusters Score -6832640 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -6835511.000000 Penalty: 5353.278320
	Iteration 9F: 3 clusters Score -6835511 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6837088.500000 Penalty: 5353.278320
	Iteration 10Q: 3 clusters Score -6837088 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6837748.500000 Penalty: 5353.278320
	Iteration 11Q: 3 clusters Score -6837748 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6838064.500000 Penalty: 5353.278320
	Iteration 12Q: 3 clusters Score -6838064 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6838221.500000 Penalty: 5353.278320
	Iteration 13Q: 3 clusters Score -6838222 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6838327.000000 Penalty: 5353.278320
	Iteration 14Q: 3 clusters Score -6838327 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6838398.000000 Penalty: 5353.278320
	Iteration 15Q: 3 clusters Score -6838398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6838427.500000 Penalty: 5353.278320
	Iteration 16Q: 3 clusters Score -6838428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6838460.500000 Penalty: 5353.278320
	Iteration 17Q: 3 clusters Score -6838460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6838503.000000 Penalty: 5353.278320
	Iteration 18Q: 3 clusters Score -6838503 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6838552.500000 Penalty: 5353.278320
	Iteration 19Q: 3 clusters Score -6838552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6838583.000000 Penalty: 5353.278320
	Iteration 20F: 3 clusters Score -6838583 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6838594.000000 Penalty: 5353.278320
	Iteration 21Q: 3 clusters Score -6838594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48110 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6838618.500000 Penalty: 5353.278320
	Iteration 22Q: 3 clusters Score -6838618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6838641.000000 Penalty: 5353.278320
	Iteration 23Q: 3 clusters Score -6838641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6838651.000000 Penalty: 5353.278320
	Iteration 24Q: 3 clusters Score -6838651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6838672.500000 Penalty: 5353.278320
	Iteration 25Q: 3 clusters Score -6838672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48096 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6838688.000000 Penalty: 5353.278320
	Iteration 26Q: 3 clusters Score -6838688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6838695.000000 Penalty: 5353.278320
	Iteration 27Q: 3 clusters Score -6838695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6838702.000000 Penalty: 5353.278320
	Iteration 28Q: 3 clusters Score -6838702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6838712.000000 Penalty: 5353.278320
	Iteration 29Q: 3 clusters Score -6838712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6838713.000000 Penalty: 5353.278320
	Iteration 30Q: 3 clusters Score -6838713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6838726.500000 Penalty: 5353.278320
	Iteration 31Q: 3 clusters Score -6838726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6838726.000000 Penalty: 5353.278320
	Iteration 32Q: 3 clusters Score -6838726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6838722.000000 Penalty: 5353.278320
	Iteration 33Q: 3 clusters Score -6838722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6838730.000000 Penalty: 5353.278320
	Iteration 34Q: 3 clusters Score -6838730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6838731.000000 Penalty: 5353.278320
	Iteration 35Q: 3 clusters Score -6838731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6838745.000000 Penalty: 5353.278320
	Iteration 36Q: 3 clusters Score -6838745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6838756.000000 Penalty: 5353.278320
	Iteration 37Q: 3 clusters Score -6838756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6838766.500000 Penalty: 5353.278320
	Iteration 38Q: 3 clusters Score -6838766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6838774.000000 Penalty: 5353.278320
	Iteration 39Q: 3 clusters Score -6838774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6838777.000000 Penalty: 5353.278320
	Iteration 40F: 3 clusters Score -6838777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6838787.000000 Penalty: 5353.278320
	Iteration 41Q: 3 clusters Score -6838787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6838791.500000 Penalty: 5353.278320
	Iteration 42Q: 3 clusters Score -6838792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6838788.500000 Penalty: 5353.278320
	Iteration 43Q: 3 clusters Score -6838788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6838792.000000 Penalty: 5353.278320
	Iteration 44Q: 3 clusters Score -6838792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6838803.500000 Penalty: 5353.278320
	Iteration 45Q: 3 clusters Score -6838804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6838803.500000 Penalty: 5353.278320
	Iteration 46F: 3 clusters Score -6838804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -75945.562500 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -75945.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74357.750000 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -74357.75 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -74579.515625 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -74579.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -74680.140625 Penalty: 3176.993408
	Iteration 2F: 3 clusters Score -74680.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74736.312500 Penalty: 3176.993408
	Iteration 3Q: 3 clusters Score -74736.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74757.953125 Penalty: 3176.993408
	Iteration 4Q: 3 clusters Score -74757.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74778.609375 Penalty: 3176.993408
	Iteration 5Q: 3 clusters Score -74778.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -74802.929688 Penalty: 3176.993408
	Iteration 6Q: 3 clusters Score -74802.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -74823.531250 Penalty: 3176.993408
	Iteration 7Q: 3 clusters Score -74823.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -74833.070312 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -74833.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74834.718750 Penalty: 3176.993408
	Iteration 9Q: 3 clusters Score -74834.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74834.718750 Penalty: 3176.993408
	Iteration 10F: 3 clusters Score -74834.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Entering Unmasked Estep 
Score: -3602232.250000 Penalty: 2524.645020
	Iteration 0F: 2 clusters Score -3602232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -3584094.750000 Penalty: 5049.290039
	Iteration 0F: 3 clusters Score -3584095 nChanged 11756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -3590651.250000 Penalty: 5049.290039
	Iteration 1F: 3 clusters Score -3590651 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -3591746.000000 Penalty: 5049.290039
	Iteration 2F: 3 clusters Score -3591746 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -3593221.750000 Penalty: 5049.290039
	Iteration 3F: 3 clusters Score -3593222 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -3594921.500000 Penalty: 5049.290039
	Iteration 4F: 3 clusters Score -3594922 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -3596355.250000 Penalty: 5049.290039
	Iteration 5F: 3 clusters Score -3596355 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -3597366.750000 Penalty: 5049.290039
	Iteration 6F: 3 clusters Score -3597367 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -3598004.250000 Penalty: 5049.290039
	Iteration 7Q: 3 clusters Score -3598004 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -3598416.250000 Penalty: 5049.290039
	Iteration 8Q: 3 clusters Score -3598416 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -3598687.000000 Penalty: 5049.290039
	Iteration 9Q: 3 clusters Score -3598687 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -3598915.000000 Penalty: 5049.290039
	Iteration 10Q: 3 clusters Score -3598915 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -3599137.250000 Penalty: 5049.290039
	Iteration 11Q: 3 clusters Score -3599137 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -3599363.250000 Penalty: 5049.290039
	Iteration 12Q: 3 clusters Score -3599363 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -3599535.750000 Penalty: 5049.290039
	Iteration 13Q: 3 clusters Score -3599536 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -3599741.500000 Penalty: 5049.290039
	Iteration 14Q: 3 clusters Score -3599742 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -3600033.500000 Penalty: 5049.290039
	Iteration 15Q: 3 clusters Score -3600034 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -3600356.250000 Penalty: 5049.290039
	Iteration 16Q: 3 clusters Score -3600356 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -3600645.750000 Penalty: 5049.290039
	Iteration 17Q: 3 clusters Score -3600646 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -3600835.000000 Penalty: 5049.290039
	Iteration 18Q: 3 clusters Score -3600835 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -3600964.750000 Penalty: 5049.290039
	Iteration 19Q: 3 clusters Score -3600965 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -3601073.000000 Penalty: 5049.290039
	Iteration 20F: 3 clusters Score -3601073 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -3601168.500000 Penalty: 5049.290039
	Iteration 21Q: 3 clusters Score -3601168 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -3601230.750000 Penalty: 5049.290039
	Iteration 22Q: 3 clusters Score -3601231 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -3601283.500000 Penalty: 5049.290039
	Iteration 23Q: 3 clusters Score -3601284 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -3601316.000000 Penalty: 5049.290039
	Iteration 24Q: 3 clusters Score -3601316 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -3601353.250000 Penalty: 5049.290039
	Iteration 25Q: 3 clusters Score -3601353 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -3601393.250000 Penalty: 5049.290039
	Iteration 26Q: 3 clusters Score -3601393 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -3601432.250000 Penalty: 5049.290039
	Iteration 27Q: 3 clusters Score -3601432 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -3601446.500000 Penalty: 5049.290039
	Iteration 28Q: 3 clusters Score -3601446 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -3601460.250000 Penalty: 5049.290039
	Iteration 29Q: 3 clusters Score -3601460 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -3601487.000000 Penalty: 5049.290039
	Iteration 30Q: 3 clusters Score -3601487 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -3601511.250000 Penalty: 5049.290039
	Iteration 31Q: 3 clusters Score -3601511 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -3601520.000000 Penalty: 5049.290039
	Iteration 32Q: 3 clusters Score -3601520 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -3601534.250000 Penalty: 5049.290039
	Iteration 33Q: 3 clusters Score -3601534 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -3601546.500000 Penalty: 5049.290039
	Iteration 34Q: 3 clusters Score -3601546 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -3601555.000000 Penalty: 5049.290039
	Iteration 35Q: 3 clusters Score -3601555 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -3601566.250000 Penalty: 5049.290039
	Iteration 36Q: 3 clusters Score -3601566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -3601570.500000 Penalty: 5049.290039
	Iteration 37Q: 3 clusters Score -3601570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -3601572.750000 Penalty: 5049.290039
	Iteration 38Q: 3 clusters Score -3601573 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -3601574.750000 Penalty: 5049.290039
	Iteration 39Q: 3 clusters Score -3601575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -3601570.250000 Penalty: 5049.290039
	Iteration 40F: 3 clusters Score -3601570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -3601579.000000 Penalty: 5049.290039
	Iteration 41Q: 3 clusters Score -3601579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -3601576.000000 Penalty: 5049.290039
	Iteration 42Q: 3 clusters Score -3601576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -3601575.000000 Penalty: 5049.290039
	Iteration 43Q: 3 clusters Score -3601575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -3601575.250000 Penalty: 5049.290039
	Iteration 44Q: 3 clusters Score -3601575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -3601573.500000 Penalty: 5049.290039
	Iteration 45Q: 3 clusters Score -3601574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -3601571.500000 Penalty: 5049.290039
	Iteration 46Q: 3 clusters Score -3601572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -3601572.000000 Penalty: 5049.290039
	Iteration 47Q: 3 clusters Score -3601572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -3601576.000000 Penalty: 5049.290039
	Iteration 48Q: 3 clusters Score -3601576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -3601575.750000 Penalty: 5049.290039
	Iteration 49Q: 3 clusters Score -3601576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -3601577.250000 Penalty: 5049.290039
	Iteration 50Q: 3 clusters Score -3601577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -3601577.750000 Penalty: 5049.290039
	Iteration 51Q: 3 clusters Score -3601578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -3601576.250000 Penalty: 5049.290039
	Iteration 52Q: 3 clusters Score -3601576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3601580.750000 Penalty: 5049.290039
	Iteration 53Q: 3 clusters Score -3601581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -3601578.250000 Penalty: 5049.290039
	Iteration 54Q: 3 clusters Score -3601578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -3601580.000000 Penalty: 5049.290039
	Iteration 55Q: 3 clusters Score -3601580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -3601578.250000 Penalty: 5049.290039
	Iteration 56Q: 3 clusters Score -3601578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -3601578.250000 Penalty: 5049.290039
	Iteration 57F: 3 clusters Score -3601578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (73040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73040 members 
Entering Unmasked Estep 
Score: -10311069.000000 Penalty: 2777.293213
	Iteration 0F: 2 clusters Score -1.031107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -10262309.000000 Penalty: 5554.586426
	Iteration 0F: 3 clusters Score -1.026231e+07 nChanged 34192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -10281429.000000 Penalty: 5554.586426
	Iteration 1F: 3 clusters Score -1.028143e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -10282142.000000 Penalty: 5554.586426
	Iteration 2Q: 3 clusters Score -1.028214e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -10283024.000000 Penalty: 5554.586426
	Iteration 3Q: 3 clusters Score -1.028302e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -10284416.000000 Penalty: 5554.586426
	Iteration 4Q: 3 clusters Score -1.028442e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -10286922.000000 Penalty: 5554.586426
	Iteration 5F: 3 clusters Score -1.028692e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 55321 members 
Entering Unmasked Estep 
Score: -10291194.000000 Penalty: 5554.586426
	Iteration 6F: 3 clusters Score -1.029119e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 61884 members 
Entering Unmasked Estep 
Score: -10297299.000000 Penalty: 5554.586426
	Iteration 7F: 3 clusters Score -1.02973e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 67719 members 
Entering Unmasked Estep 
Score: -10303183.000000 Penalty: 5554.586426
	Iteration 8F: 3 clusters Score -1.030318e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 71215 members 
Entering Unmasked Estep 
Score: -10306714.000000 Penalty: 5554.586426
	Iteration 9Q: 3 clusters Score -1.030671e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 72457 members 
Entering Unmasked Estep 
Score: -10307932.000000 Penalty: 5554.586426
	Iteration 10Q: 3 clusters Score -1.030793e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 72777 members 
Entering Unmasked Estep 
Score: -10308305.000000 Penalty: 5554.586426
	Iteration 11Q: 3 clusters Score -1.03083e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 72848 members 
Entering Unmasked Estep 
Score: -10308443.000000 Penalty: 5554.586426
	Iteration 12Q: 3 clusters Score -1.030844e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 72871 members 
Entering Unmasked Estep 
Score: -10308501.000000 Penalty: 5554.586426
	Iteration 13Q: 3 clusters Score -1.03085e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 72881 members 
Entering Unmasked Estep 
Score: -10308530.000000 Penalty: 5554.586426
	Iteration 14Q: 3 clusters Score -1.030853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 72884 members 
Entering Unmasked Estep 
Score: -10308540.000000 Penalty: 5554.586426
	Iteration 15Q: 3 clusters Score -1.030854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 72887 members 
Entering Unmasked Estep 
Score: -10308538.000000 Penalty: 5554.586426
	Iteration 16Q: 3 clusters Score -1.030854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 72889 members 
Entering Unmasked Estep 
Score: -10308535.000000 Penalty: 5554.586426
	Iteration 17Q: 3 clusters Score -1.030854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 72889 members 
Entering Unmasked Estep 
Score: -10308535.000000 Penalty: 5554.586426
	Iteration 18F: 3 clusters Score -1.030854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Entering Unmasked Estep 
Score: -1118632.750000 Penalty: 2238.402344
	Iteration 0F: 2 clusters Score -1118633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1112068.125000 Penalty: 4476.804688
	Iteration 0F: 3 clusters Score -1112068 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1114167.625000 Penalty: 4476.804688
	Iteration 1F: 3 clusters Score -1114168 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1114848.750000 Penalty: 4476.804688
	Iteration 2F: 3 clusters Score -1114849 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1115499.500000 Penalty: 4476.804688
	Iteration 3F: 3 clusters Score -1115500 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1116056.000000 Penalty: 4476.804688
	Iteration 4F: 3 clusters Score -1116056 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1116528.625000 Penalty: 4476.804688
	Iteration 5F: 3 clusters Score -1116529 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1116939.500000 Penalty: 4476.804688
	Iteration 6F: 3 clusters Score -1116940 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1117317.250000 Penalty: 4476.804688
	Iteration 7Q: 3 clusters Score -1117317 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1117552.750000 Penalty: 4476.804688
	Iteration 8Q: 3 clusters Score -1117553 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1117661.875000 Penalty: 4476.804688
	Iteration 9Q: 3 clusters Score -1117662 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1117717.000000 Penalty: 4476.804688
	Iteration 10Q: 3 clusters Score -1117717 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1117751.375000 Penalty: 4476.804688
	Iteration 11Q: 3 clusters Score -1117751 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1117782.250000 Penalty: 4476.804688
	Iteration 12Q: 3 clusters Score -1117782 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1117802.375000 Penalty: 4476.804688
	Iteration 13Q: 3 clusters Score -1117802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1117815.875000 Penalty: 4476.804688
	Iteration 14Q: 3 clusters Score -1117816 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1117825.250000 Penalty: 4476.804688
	Iteration 15Q: 3 clusters Score -1117825 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1117831.125000 Penalty: 4476.804688
	Iteration 16Q: 3 clusters Score -1117831 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1117836.625000 Penalty: 4476.804688
	Iteration 17Q: 3 clusters Score -1117837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1117846.250000 Penalty: 4476.804688
	Iteration 18Q: 3 clusters Score -1117846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1117844.875000 Penalty: 4476.804688
	Iteration 19Q: 3 clusters Score -1117845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1117847.125000 Penalty: 4476.804688
	Iteration 20F: 3 clusters Score -1117847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1117850.375000 Penalty: 4476.804688
	Iteration 21Q: 3 clusters Score -1117850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1117852.000000 Penalty: 4476.804688
	Iteration 22Q: 3 clusters Score -1117852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1117850.875000 Penalty: 4476.804688
	Iteration 23Q: 3 clusters Score -1117851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1117850.875000 Penalty: 4476.804688
	Iteration 24Q: 3 clusters Score -1117851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1117851.000000 Penalty: 4476.804688
	Iteration 25Q: 3 clusters Score -1117851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1117851.375000 Penalty: 4476.804688
	Iteration 26Q: 3 clusters Score -1117851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1117855.375000 Penalty: 4476.804688
	Iteration 27Q: 3 clusters Score -1117855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1117857.875000 Penalty: 4476.804688
	Iteration 28Q: 3 clusters Score -1117858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1117861.125000 Penalty: 4476.804688
	Iteration 29Q: 3 clusters Score -1117861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1117860.375000 Penalty: 4476.804688
	Iteration 30Q: 3 clusters Score -1117860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1117862.875000 Penalty: 4476.804688
	Iteration 31Q: 3 clusters Score -1117863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1117864.500000 Penalty: 4476.804688
	Iteration 32Q: 3 clusters Score -1117864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1117869.125000 Penalty: 4476.804688
	Iteration 33Q: 3 clusters Score -1117869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1117873.000000 Penalty: 4476.804688
	Iteration 34Q: 3 clusters Score -1117873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1117876.500000 Penalty: 4476.804688
	Iteration 35Q: 3 clusters Score -1117876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1117873.500000 Penalty: 4476.804688
	Iteration 36Q: 3 clusters Score -1117874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1117876.750000 Penalty: 4476.804688
	Iteration 37Q: 3 clusters Score -1117877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1117878.250000 Penalty: 4476.804688
	Iteration 38Q: 3 clusters Score -1117878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1117881.125000 Penalty: 4476.804688
	Iteration 39Q: 3 clusters Score -1117881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1117878.125000 Penalty: 4476.804688
	Iteration 40F: 3 clusters Score -1117878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1117878.625000 Penalty: 4476.804688
	Iteration 41Q: 3 clusters Score -1117879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1117879.875000 Penalty: 4476.804688
	Iteration 42Q: 3 clusters Score -1117880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1117880.250000 Penalty: 4476.804688
	Iteration 43Q: 3 clusters Score -1117880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1117880.250000 Penalty: 4476.804688
	Iteration 44F: 3 clusters Score -1117880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Entering Unmasked Estep 
Score: -764144.062500 Penalty: 2139.659912
	Iteration 0F: 2 clusters Score -764144.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -759288.500000 Penalty: 4279.319824
	Iteration 0F: 3 clusters Score -759288.5 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -760508.937500 Penalty: 4279.319824
	Iteration 1F: 3 clusters Score -760508.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -760735.875000 Penalty: 4279.319824
	Iteration 2F: 3 clusters Score -760735.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -760898.625000 Penalty: 4279.319824
	Iteration 3Q: 3 clusters Score -760898.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -761027.187500 Penalty: 4279.319824
	Iteration 4Q: 3 clusters Score -761027.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -761132.125000 Penalty: 4279.319824
	Iteration 5Q: 3 clusters Score -761132.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -761239.562500 Penalty: 4279.319824
	Iteration 6Q: 3 clusters Score -761239.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -761350.125000 Penalty: 4279.319824
	Iteration 7Q: 3 clusters Score -761350.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -761456.875000 Penalty: 4279.319824
	Iteration 8Q: 3 clusters Score -761456.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -761556.437500 Penalty: 4279.319824
	Iteration 9Q: 3 clusters Score -761556.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -761652.437500 Penalty: 4279.319824
	Iteration 10Q: 3 clusters Score -761652.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -761742.062500 Penalty: 4279.319824
	Iteration 11Q: 3 clusters Score -761742.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -761825.062500 Penalty: 4279.319824
	Iteration 12Q: 3 clusters Score -761825.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -761929.875000 Penalty: 4279.319824
	Iteration 13Q: 3 clusters Score -761929.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -762022.437500 Penalty: 4279.319824
	Iteration 14Q: 3 clusters Score -762022.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -762115.312500 Penalty: 4279.319824
	Iteration 15Q: 3 clusters Score -762115.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -762208.875000 Penalty: 4279.319824
	Iteration 16Q: 3 clusters Score -762208.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -762315.937500 Penalty: 4279.319824
	Iteration 17Q: 3 clusters Score -762315.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -762431.750000 Penalty: 4279.319824
	Iteration 18Q: 3 clusters Score -762431.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -762552.375000 Penalty: 4279.319824
	Iteration 19Q: 3 clusters Score -762552.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -762660.812500 Penalty: 4279.319824
	Iteration 20F: 3 clusters Score -762660.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -762754.000000 Penalty: 4279.319824
	Iteration 21Q: 3 clusters Score -762754 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -762838.437500 Penalty: 4279.319824
	Iteration 22Q: 3 clusters Score -762838.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -762890.625000 Penalty: 4279.319824
	Iteration 23Q: 3 clusters Score -762890.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -762928.250000 Penalty: 4279.319824
	Iteration 24Q: 3 clusters Score -762928.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -762959.687500 Penalty: 4279.319824
	Iteration 25Q: 3 clusters Score -762959.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -762975.125000 Penalty: 4279.319824
	Iteration 26Q: 3 clusters Score -762975.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -762991.000000 Penalty: 4279.319824
	Iteration 27Q: 3 clusters Score -762991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -763000.375000 Penalty: 4279.319824
	Iteration 28Q: 3 clusters Score -763000.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -763009.875000 Penalty: 4279.319824
	Iteration 29Q: 3 clusters Score -763009.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -763017.625000 Penalty: 4279.319824
	Iteration 30Q: 3 clusters Score -763017.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -763022.625000 Penalty: 4279.319824
	Iteration 31Q: 3 clusters Score -763022.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -763028.312500 Penalty: 4279.319824
	Iteration 32Q: 3 clusters Score -763028.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -763031.437500 Penalty: 4279.319824
	Iteration 33Q: 3 clusters Score -763031.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -763031.937500 Penalty: 4279.319824
	Iteration 34Q: 3 clusters Score -763031.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -763031.562500 Penalty: 4279.319824
	Iteration 35Q: 3 clusters Score -763031.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -763031.562500 Penalty: 4279.319824
	Iteration 36F: 3 clusters Score -763031.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1055105.875000 Penalty: 2219.152832
	Iteration 0F: 2 clusters Score -1055106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1048901.250000 Penalty: 4438.305664
	Iteration 0F: 3 clusters Score -1048901 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1050629.750000 Penalty: 4438.305664
	Iteration 1F: 3 clusters Score -1050630 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1050893.750000 Penalty: 4438.305664
	Iteration 2F: 3 clusters Score -1050894 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1051094.625000 Penalty: 4438.305664
	Iteration 3F: 3 clusters Score -1051095 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1051257.375000 Penalty: 4438.305664
	Iteration 4Q: 3 clusters Score -1051257 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1051409.125000 Penalty: 4438.305664
	Iteration 5Q: 3 clusters Score -1051409 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1051564.625000 Penalty: 4438.305664
	Iteration 6Q: 3 clusters Score -1051565 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1051742.625000 Penalty: 4438.305664
	Iteration 7Q: 3 clusters Score -1051743 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1051920.250000 Penalty: 4438.305664
	Iteration 8Q: 3 clusters Score -1051920 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1052113.250000 Penalty: 4438.305664
	Iteration 9Q: 3 clusters Score -1052113 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1052343.250000 Penalty: 4438.305664
	Iteration 10Q: 3 clusters Score -1052343 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1052572.375000 Penalty: 4438.305664
	Iteration 11Q: 3 clusters Score -1052572 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1052770.250000 Penalty: 4438.305664
	Iteration 12Q: 3 clusters Score -1052770 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1052943.125000 Penalty: 4438.305664
	Iteration 13Q: 3 clusters Score -1052943 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1053064.625000 Penalty: 4438.305664
	Iteration 14Q: 3 clusters Score -1053065 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1053156.625000 Penalty: 4438.305664
	Iteration 15Q: 3 clusters Score -1053157 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1053235.125000 Penalty: 4438.305664
	Iteration 16Q: 3 clusters Score -1053235 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1053284.125000 Penalty: 4438.305664
	Iteration 17Q: 3 clusters Score -1053284 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1053314.750000 Penalty: 4438.305664
	Iteration 18Q: 3 clusters Score -1053315 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1053342.125000 Penalty: 4438.305664
	Iteration 19Q: 3 clusters Score -1053342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1053365.875000 Penalty: 4438.305664
	Iteration 20F: 3 clusters Score -1053366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1053392.375000 Penalty: 4438.305664
	Iteration 21Q: 3 clusters Score -1053392 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1053422.000000 Penalty: 4438.305664
	Iteration 22Q: 3 clusters Score -1053422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1053446.750000 Penalty: 4438.305664
	Iteration 23Q: 3 clusters Score -1053447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1053458.625000 Penalty: 4438.305664
	Iteration 24Q: 3 clusters Score -1053459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1053466.875000 Penalty: 4438.305664
	Iteration 25Q: 3 clusters Score -1053467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1053469.250000 Penalty: 4438.305664
	Iteration 26Q: 3 clusters Score -1053469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1053474.500000 Penalty: 4438.305664
	Iteration 27Q: 3 clusters Score -1053474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1053475.625000 Penalty: 4438.305664
	Iteration 28Q: 3 clusters Score -1053476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1053478.875000 Penalty: 4438.305664
	Iteration 29Q: 3 clusters Score -1053479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1053478.625000 Penalty: 4438.305664
	Iteration 30Q: 3 clusters Score -1053479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1053480.750000 Penalty: 4438.305664
	Iteration 31Q: 3 clusters Score -1053481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1053480.750000 Penalty: 4438.305664
	Iteration 32F: 3 clusters Score -1053481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Entering Unmasked Estep 
Score: -5987195.500000 Penalty: 2648.282959
	Iteration 0F: 2 clusters Score -5987196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -5957799.500000 Penalty: 5296.565918
	Iteration 0F: 3 clusters Score -5957800 nChanged 19889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -5968753.500000 Penalty: 5296.565918
	Iteration 1F: 3 clusters Score -5968754 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -5969304.500000 Penalty: 5296.565918
	Iteration 2Q: 3 clusters Score -5969304 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -5969896.000000 Penalty: 5296.565918
	Iteration 3Q: 3 clusters Score -5969896 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -5970600.500000 Penalty: 5296.565918
	Iteration 4Q: 3 clusters Score -5970600 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -5971596.000000 Penalty: 5296.565918
	Iteration 5Q: 3 clusters Score -5971596 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -5973068.000000 Penalty: 5296.565918
	Iteration 6F: 3 clusters Score -5973068 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -5975080.500000 Penalty: 5296.565918
	Iteration 7F: 3 clusters Score -5975080 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -5977564.500000 Penalty: 5296.565918
	Iteration 8F: 3 clusters Score -5977564 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -5980086.000000 Penalty: 5296.565918
	Iteration 9F: 3 clusters Score -5980086 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -5982212.000000 Penalty: 5296.565918
	Iteration 10F: 3 clusters Score -5982212 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -5983631.000000 Penalty: 5296.565918
	Iteration 11Q: 3 clusters Score -5983631 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -5984408.500000 Penalty: 5296.565918
	Iteration 12Q: 3 clusters Score -5984408 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -5984773.500000 Penalty: 5296.565918
	Iteration 13Q: 3 clusters Score -5984774 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -5985001.000000 Penalty: 5296.565918
	Iteration 14Q: 3 clusters Score -5985001 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -5985123.500000 Penalty: 5296.565918
	Iteration 15Q: 3 clusters Score -5985124 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -5985179.000000 Penalty: 5296.565918
	Iteration 16Q: 3 clusters Score -5985179 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -5985222.000000 Penalty: 5296.565918
	Iteration 17Q: 3 clusters Score -5985222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -5985246.500000 Penalty: 5296.565918
	Iteration 18Q: 3 clusters Score -5985246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -5985262.500000 Penalty: 5296.565918
	Iteration 19Q: 3 clusters Score -5985262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -5985266.500000 Penalty: 5296.565918
	Iteration 20F: 3 clusters Score -5985266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -5985281.500000 Penalty: 5296.565918
	Iteration 21Q: 3 clusters Score -5985282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -5985289.500000 Penalty: 5296.565918
	Iteration 22Q: 3 clusters Score -5985290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -5985291.500000 Penalty: 5296.565918
	Iteration 23Q: 3 clusters Score -5985292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -5985297.500000 Penalty: 5296.565918
	Iteration 24Q: 3 clusters Score -5985298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -5985293.500000 Penalty: 5296.565918
	Iteration 25Q: 3 clusters Score -5985294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -5985293.500000 Penalty: 5296.565918
	Iteration 26F: 3 clusters Score -5985294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (134124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134124 members 
Entering Unmasked Estep 
Score: -18563034.000000 Penalty: 2928.017090
	Iteration 0F: 2 clusters Score -1.856303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67194 members 
Mstep: Class 2 contains 66930 members 
Entering Unmasked Estep 
Score: -18474568.000000 Penalty: 5856.034180
	Iteration 0F: 3 clusters Score -1.847457e+07 nChanged 64125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68791 members 
Mstep: Class 2 contains 65333 members 
Entering Unmasked Estep 
Score: -18511076.000000 Penalty: 5856.034180
	Iteration 1F: 3 clusters Score -1.851108e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69812 members 
Mstep: Class 2 contains 64312 members 
Entering Unmasked Estep 
Score: -18511862.000000 Penalty: 5856.034180
	Iteration 2Q: 3 clusters Score -1.851186e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71286 members 
Mstep: Class 2 contains 62838 members 
Entering Unmasked Estep 
Score: -18512426.000000 Penalty: 5856.034180
	Iteration 3Q: 3 clusters Score -1.851243e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73480 members 
Mstep: Class 2 contains 60644 members 
Entering Unmasked Estep 
Score: -18513326.000000 Penalty: 5856.034180
	Iteration 4Q: 3 clusters Score -1.851333e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76817 members 
Mstep: Class 2 contains 57307 members 
Entering Unmasked Estep 
Score: -18514608.000000 Penalty: 5856.034180
	Iteration 5Q: 3 clusters Score -1.851461e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81762 members 
Mstep: Class 2 contains 52362 members 
Entering Unmasked Estep 
Score: -18516960.000000 Penalty: 5856.034180
	Iteration 6Q: 3 clusters Score -1.851696e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88945 members 
Mstep: Class 2 contains 45179 members 
Entering Unmasked Estep 
Score: -18521142.000000 Penalty: 5856.034180
	Iteration 7F: 3 clusters Score -1.852114e+07 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98810 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -18528312.000000 Penalty: 5856.034180
	Iteration 8F: 3 clusters Score -1.852831e+07 nChanged 11671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110471 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -18538308.000000 Penalty: 5856.034180
	Iteration 9F: 3 clusters Score -1.853831e+07 nChanged 11059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121528 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -18548770.000000 Penalty: 5856.034180
	Iteration 10F: 3 clusters Score -1.854877e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129012 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -18555644.000000 Penalty: 5856.034180
	Iteration 11F: 3 clusters Score -1.855564e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132423 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -18558744.000000 Penalty: 5856.034180
	Iteration 12Q: 3 clusters Score -1.855874e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133506 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -18559802.000000 Penalty: 5856.034180
	Iteration 13Q: 3 clusters Score -1.85598e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133778 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -18560084.000000 Penalty: 5856.034180
	Iteration 14Q: 3 clusters Score -1.856008e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133860 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -18560220.000000 Penalty: 5856.034180
	Iteration 15Q: 3 clusters Score -1.856022e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133882 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -18560280.000000 Penalty: 5856.034180
	Iteration 16Q: 3 clusters Score -1.856028e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133902 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18560304.000000 Penalty: 5856.034180
	Iteration 17Q: 3 clusters Score -1.85603e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133909 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -18560324.000000 Penalty: 5856.034180
	Iteration 18Q: 3 clusters Score -1.856032e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133914 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18560346.000000 Penalty: 5856.034180
	Iteration 19Q: 3 clusters Score -1.856035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133916 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18560362.000000 Penalty: 5856.034180
	Iteration 20F: 3 clusters Score -1.856036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133918 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18560384.000000 Penalty: 5856.034180
	Iteration 21Q: 3 clusters Score -1.856038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133919 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18560384.000000 Penalty: 5856.034180
	Iteration 22Q: 3 clusters Score -1.856038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133921 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -18560390.000000 Penalty: 5856.034180
	Iteration 23Q: 3 clusters Score -1.856039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133922 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18560384.000000 Penalty: 5856.034180
	Iteration 24Q: 3 clusters Score -1.856038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133927 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18560406.000000 Penalty: 5856.034180
	Iteration 25Q: 3 clusters Score -1.856041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133930 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18560396.000000 Penalty: 5856.034180
	Iteration 26Q: 3 clusters Score -1.85604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133930 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18560396.000000 Penalty: 5856.034180
	Iteration 27F: 3 clusters Score -1.85604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -76979.851562 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -76979.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75352.460938 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -75352.46 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -75655.390625 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -75655.39 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -75775.617188 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -75775.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -75871.515625 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -75871.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -75989.187500 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -75989.19 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -76165.398438 Penalty: 3194.709473
	Iteration 5F: 3 clusters Score -76165.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -76394.867188 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -76394.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -76556.218750 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -76556.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76693.445312 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -76693.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -76914.125000 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -76914.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -77417.554688 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -77417.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -77555.875000 Penalty: 3194.709473
	Iteration 11Q: 3 clusters Score -77555.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -77660.250000 Penalty: 3194.709473
	Iteration 12Q: 3 clusters Score -77660.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -77714.375000 Penalty: 3194.709473
	Iteration 13Q: 3 clusters Score -77714.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -77735.046875 Penalty: 3194.709473
	Iteration 14Q: 3 clusters Score -77735.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -77736.156250 Penalty: 3194.709473
	Iteration 15F: 3 clusters Score -77736.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -77739.898438 Penalty: 3194.709473
	Iteration 16Q: 3 clusters Score -77739.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -77739.898438 Penalty: 3194.709473
	Iteration 17F: 3 clusters Score -77739.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2657 members 
Mstep: Class 3 contains 122127 members 
Mstep: Class 4 contains 7556 members 
Mstep: Class 5 contains 129635 members 
Mstep: Class 6 contains 31870 members 
Mstep: Class 7 contains 46740 members 
Mstep: Class 8 contains 17730 members 
Mstep: Class 9 contains 136332 members 
Mstep: Class 10 contains 8417 members 
Mstep: Class 11 contains 21272 members 
Mstep: Class 12 contains 48674 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 26371 members 
Mstep: Class 15 contains 73040 members 
Mstep: Class 16 contains 8315 members 
Mstep: Class 17 contains 5584 members 
Mstep: Class 18 contains 7694 members 
Mstep: Class 19 contains 43415 members 
Mstep: Class 20 contains 134124 members 
Mstep: Class 21 contains 127 members 
Mstep: Class 22 contains 32629 members 
Mstep: Class 23 contains 5978 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 29814 members 
Mstep: Class 26 contains 6519 members 
Mstep: Class 27 contains 5572 members 
Mstep: Class 28 contains 15437 members 
Mstep: Class 29 contains 66565 members 
Mstep: Class 30 contains 1140 members 
Mstep: Class 31 contains 9253 members 
Mstep: Class 32 contains 1257 members 
Mstep: Class 33 contains 500 members 
Entering Unmasked Estep 
Score: -142948992.000000 Penalty: 113492.750000
Splitting cluster 21 changes total score from -142949904.000000 to -142948992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (32629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Entering Unmasked Estep 
Score: -4583820.000000 Penalty: 2577.453369
	Iteration 0F: 2 clusters Score -4583820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -4561587.000000 Penalty: 5154.906738
	Iteration 0F: 3 clusters Score -4561587 nChanged 14841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -4569877.000000 Penalty: 5154.906738
	Iteration 1F: 3 clusters Score -4569877 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -4570833.000000 Penalty: 5154.906738
	Iteration 2F: 3 clusters Score -4570833 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -4571866.000000 Penalty: 5154.906738
	Iteration 3F: 3 clusters Score -4571866 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -4573237.500000 Penalty: 5154.906738
	Iteration 4F: 3 clusters Score -4573238 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -4574824.500000 Penalty: 5154.906738
	Iteration 5F: 3 clusters Score -4574824 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -4576588.500000 Penalty: 5154.906738
	Iteration 6F: 3 clusters Score -4576588 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -4578334.500000 Penalty: 5154.906738
	Iteration 7F: 3 clusters Score -4578334 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -4579626.000000 Penalty: 5154.906738
	Iteration 8Q: 3 clusters Score -4579626 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -4580368.000000 Penalty: 5154.906738
	Iteration 9Q: 3 clusters Score -4580368 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -4580843.000000 Penalty: 5154.906738
	Iteration 10Q: 3 clusters Score -4580843 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -4581102.000000 Penalty: 5154.906738
	Iteration 11Q: 3 clusters Score -4581102 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -4581322.000000 Penalty: 5154.906738
	Iteration 12Q: 3 clusters Score -4581322 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -4581492.500000 Penalty: 5154.906738
	Iteration 13Q: 3 clusters Score -4581492 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -4581640.000000 Penalty: 5154.906738
	Iteration 14Q: 3 clusters Score -4581640 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -4581750.000000 Penalty: 5154.906738
	Iteration 15Q: 3 clusters Score -4581750 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -4581862.500000 Penalty: 5154.906738
	Iteration 16Q: 3 clusters Score -4581862 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4581959.000000 Penalty: 5154.906738
	Iteration 17Q: 3 clusters Score -4581959 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -4582057.500000 Penalty: 5154.906738
	Iteration 18Q: 3 clusters Score -4582058 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -4582141.500000 Penalty: 5154.906738
	Iteration 19Q: 3 clusters Score -4582142 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4582212.500000 Penalty: 5154.906738
	Iteration 20F: 3 clusters Score -4582212 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4582271.500000 Penalty: 5154.906738
	Iteration 21Q: 3 clusters Score -4582272 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -4582361.000000 Penalty: 5154.906738
	Iteration 22Q: 3 clusters Score -4582361 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4582444.000000 Penalty: 5154.906738
	Iteration 23Q: 3 clusters Score -4582444 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4582509.000000 Penalty: 5154.906738
	Iteration 24Q: 3 clusters Score -4582509 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4582582.000000 Penalty: 5154.906738
	Iteration 25Q: 3 clusters Score -4582582 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4582636.500000 Penalty: 5154.906738
	Iteration 26Q: 3 clusters Score -4582636 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4582706.500000 Penalty: 5154.906738
	Iteration 27Q: 3 clusters Score -4582706 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4582793.500000 Penalty: 5154.906738
	Iteration 28Q: 3 clusters Score -4582794 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4582849.000000 Penalty: 5154.906738
	Iteration 29Q: 3 clusters Score -4582849 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4582874.500000 Penalty: 5154.906738
	Iteration 30Q: 3 clusters Score -4582874 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4582893.500000 Penalty: 5154.906738
	Iteration 31Q: 3 clusters Score -4582894 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4582929.000000 Penalty: 5154.906738
	Iteration 32Q: 3 clusters Score -4582929 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4582943.000000 Penalty: 5154.906738
	Iteration 33Q: 3 clusters Score -4582943 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4582963.000000 Penalty: 5154.906738
	Iteration 34Q: 3 clusters Score -4582963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4582973.500000 Penalty: 5154.906738
	Iteration 35Q: 3 clusters Score -4582974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4582988.500000 Penalty: 5154.906738
	Iteration 36Q: 3 clusters Score -4582988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4583004.000000 Penalty: 5154.906738
	Iteration 37Q: 3 clusters Score -4583004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4583013.500000 Penalty: 5154.906738
	Iteration 38Q: 3 clusters Score -4583014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4583015.000000 Penalty: 5154.906738
	Iteration 39Q: 3 clusters Score -4583015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4583051.000000 Penalty: 5154.906738
	Iteration 40F: 3 clusters Score -4583051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4583076.000000 Penalty: 5154.906738
	Iteration 41Q: 3 clusters Score -4583076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4583074.500000 Penalty: 5154.906738
	Iteration 42Q: 3 clusters Score -4583074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4583096.000000 Penalty: 5154.906738
	Iteration 43Q: 3 clusters Score -4583096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4583105.500000 Penalty: 5154.906738
	Iteration 44Q: 3 clusters Score -4583106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4583110.500000 Penalty: 5154.906738
	Iteration 45Q: 3 clusters Score -4583110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4583114.000000 Penalty: 5154.906738
	Iteration 46Q: 3 clusters Score -4583114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4583116.000000 Penalty: 5154.906738
	Iteration 47Q: 3 clusters Score -4583116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4583118.500000 Penalty: 5154.906738
	Iteration 48Q: 3 clusters Score -4583118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4583117.000000 Penalty: 5154.906738
	Iteration 49Q: 3 clusters Score -4583117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4583120.500000 Penalty: 5154.906738
	Iteration 50Q: 3 clusters Score -4583120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4583119.000000 Penalty: 5154.906738
	Iteration 51Q: 3 clusters Score -4583119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4583117.500000 Penalty: 5154.906738
	Iteration 52Q: 3 clusters Score -4583118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4583116.500000 Penalty: 5154.906738
	Iteration 53Q: 3 clusters Score -4583116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4583122.000000 Penalty: 5154.906738
	Iteration 54Q: 3 clusters Score -4583122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4583127.000000 Penalty: 5154.906738
	Iteration 55Q: 3 clusters Score -4583127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4583126.000000 Penalty: 5154.906738
	Iteration 56Q: 3 clusters Score -4583126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4583129.000000 Penalty: 5154.906738
	Iteration 57Q: 3 clusters Score -4583129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4583130.500000 Penalty: 5154.906738
	Iteration 58Q: 3 clusters Score -4583130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4583129.500000 Penalty: 5154.906738
	Iteration 59Q: 3 clusters Score -4583130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4583129.500000 Penalty: 5154.906738
	Iteration 60F: 3 clusters Score -4583130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Entering Unmasked Estep 
Score: -748615.000000 Penalty: 2156.568848
	Iteration 0F: 2 clusters Score -748615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -743545.500000 Penalty: 4313.137695
	Iteration 0F: 3 clusters Score -743545.5 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -745288.125000 Penalty: 4313.137695
	Iteration 1F: 3 clusters Score -745288.1 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -746086.750000 Penalty: 4313.137695
	Iteration 2F: 3 clusters Score -746086.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -746914.375000 Penalty: 4313.137695
	Iteration 3F: 3 clusters Score -746914.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -747413.937500 Penalty: 4313.137695
	Iteration 4F: 3 clusters Score -747413.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -747712.000000 Penalty: 4313.137695
	Iteration 5F: 3 clusters Score -747712 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -747868.687500 Penalty: 4313.137695
	Iteration 6Q: 3 clusters Score -747868.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -747962.312500 Penalty: 4313.137695
	Iteration 7Q: 3 clusters Score -747962.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -748007.000000 Penalty: 4313.137695
	Iteration 8Q: 3 clusters Score -748007 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -748032.250000 Penalty: 4313.137695
	Iteration 9Q: 3 clusters Score -748032.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -748044.750000 Penalty: 4313.137695
	Iteration 10Q: 3 clusters Score -748044.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -748051.812500 Penalty: 4313.137695
	Iteration 11Q: 3 clusters Score -748051.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -748053.375000 Penalty: 4313.137695
	Iteration 12Q: 3 clusters Score -748053.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -748058.250000 Penalty: 4313.137695
	Iteration 13Q: 3 clusters Score -748058.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -748060.312500 Penalty: 4313.137695
	Iteration 14Q: 3 clusters Score -748060.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -748059.875000 Penalty: 4313.137695
	Iteration 15Q: 3 clusters Score -748059.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -748063.937500 Penalty: 4313.137695
	Iteration 16Q: 3 clusters Score -748063.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -748064.750000 Penalty: 4313.137695
	Iteration 17Q: 3 clusters Score -748064.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -748067.000000 Penalty: 4313.137695
	Iteration 18Q: 3 clusters Score -748067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -748067.687500 Penalty: 4313.137695
	Iteration 19Q: 3 clusters Score -748067.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -748067.750000 Penalty: 4313.137695
	Iteration 20F: 3 clusters Score -748067.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -748067.812500 Penalty: 4313.137695
	Iteration 21Q: 3 clusters Score -748067.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -748069.875000 Penalty: 4313.137695
	Iteration 22Q: 3 clusters Score -748069.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -748069.000000 Penalty: 4313.137695
	Iteration 23Q: 3 clusters Score -748069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -748071.250000 Penalty: 4313.137695
	Iteration 24Q: 3 clusters Score -748071.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -748074.312500 Penalty: 4313.137695
	Iteration 25Q: 3 clusters Score -748074.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -748076.687500 Penalty: 4313.137695
	Iteration 26Q: 3 clusters Score -748076.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -748078.500000 Penalty: 4313.137695
	Iteration 27Q: 3 clusters Score -748078.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -748081.875000 Penalty: 4313.137695
	Iteration 28Q: 3 clusters Score -748081.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -748086.125000 Penalty: 4313.137695
	Iteration 29Q: 3 clusters Score -748086.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -748086.500000 Penalty: 4313.137695
	Iteration 30Q: 3 clusters Score -748086.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -748090.187500 Penalty: 4313.137695
	Iteration 31Q: 3 clusters Score -748090.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -748090.750000 Penalty: 4313.137695
	Iteration 32Q: 3 clusters Score -748090.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -748092.750000 Penalty: 4313.137695
	Iteration 33Q: 3 clusters Score -748092.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -748093.437500 Penalty: 4313.137695
	Iteration 34Q: 3 clusters Score -748093.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -748092.875000 Penalty: 4313.137695
	Iteration 35Q: 3 clusters Score -748092.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -748092.125000 Penalty: 4313.137695
	Iteration 36Q: 3 clusters Score -748092.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -748094.187500 Penalty: 4313.137695
	Iteration 37Q: 3 clusters Score -748094.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -748094.000000 Penalty: 4313.137695
	Iteration 38Q: 3 clusters Score -748094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -748095.437500 Penalty: 4313.137695
	Iteration 39Q: 3 clusters Score -748095.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -748094.187500 Penalty: 4313.137695
	Iteration 40F: 3 clusters Score -748094.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -748095.437500 Penalty: 4313.137695
	Iteration 41Q: 3 clusters Score -748095.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -748095.812500 Penalty: 4313.137695
	Iteration 42Q: 3 clusters Score -748095.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -748095.812500 Penalty: 4313.137695
	Iteration 43F: 3 clusters Score -748095.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -67905.281250 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -67905.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66405.648438 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -66405.65 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66571.335938 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -66571.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66595.132812 Penalty: 3096.142822
	Iteration 2Q: 3 clusters Score -66595.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66598.617188 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -66598.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66598.617188 Penalty: 3096.142822
	Iteration 4F: 3 clusters Score -66598.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (29814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Entering Unmasked Estep 
Score: -4145181.000000 Penalty: 2555.077881
	Iteration 0F: 2 clusters Score -4145181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -4124651.250000 Penalty: 5110.155762
	Iteration 0F: 3 clusters Score -4124651 nChanged 13530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -4131948.000000 Penalty: 5110.155762
	Iteration 1F: 3 clusters Score -4131948 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -4132370.750000 Penalty: 5110.155762
	Iteration 2Q: 3 clusters Score -4132371 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -4132744.750000 Penalty: 5110.155762
	Iteration 3Q: 3 clusters Score -4132745 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -4133110.500000 Penalty: 5110.155762
	Iteration 4Q: 3 clusters Score -4133110 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -4133409.000000 Penalty: 5110.155762
	Iteration 5Q: 3 clusters Score -4133409 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -4133703.250000 Penalty: 5110.155762
	Iteration 6Q: 3 clusters Score -4133703 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -4134041.250000 Penalty: 5110.155762
	Iteration 7Q: 3 clusters Score -4134041 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -4134406.000000 Penalty: 5110.155762
	Iteration 8Q: 3 clusters Score -4134406 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -4134904.750000 Penalty: 5110.155762
	Iteration 9Q: 3 clusters Score -4134905 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -4135436.750000 Penalty: 5110.155762
	Iteration 10Q: 3 clusters Score -4135437 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -4136049.250000 Penalty: 5110.155762
	Iteration 11Q: 3 clusters Score -4136049 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -4136808.500000 Penalty: 5110.155762
	Iteration 12Q: 3 clusters Score -4136808 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -4137629.750000 Penalty: 5110.155762
	Iteration 13Q: 3 clusters Score -4137630 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -4138265.250000 Penalty: 5110.155762
	Iteration 14Q: 3 clusters Score -4138265 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -4138611.750000 Penalty: 5110.155762
	Iteration 15Q: 3 clusters Score -4138612 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -4138793.750000 Penalty: 5110.155762
	Iteration 16Q: 3 clusters Score -4138794 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -4138947.250000 Penalty: 5110.155762
	Iteration 17Q: 3 clusters Score -4138947 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -4139072.500000 Penalty: 5110.155762
	Iteration 18Q: 3 clusters Score -4139072 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -4139148.500000 Penalty: 5110.155762
	Iteration 19Q: 3 clusters Score -4139148 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -4139230.000000 Penalty: 5110.155762
	Iteration 20F: 3 clusters Score -4139230 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -4139307.250000 Penalty: 5110.155762
	Iteration 21Q: 3 clusters Score -4139307 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -4139377.250000 Penalty: 5110.155762
	Iteration 22Q: 3 clusters Score -4139377 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -4139434.000000 Penalty: 5110.155762
	Iteration 23Q: 3 clusters Score -4139434 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -4139507.000000 Penalty: 5110.155762
	Iteration 24Q: 3 clusters Score -4139507 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -4139562.250000 Penalty: 5110.155762
	Iteration 25Q: 3 clusters Score -4139562 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -4139613.750000 Penalty: 5110.155762
	Iteration 26Q: 3 clusters Score -4139614 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -4139650.750000 Penalty: 5110.155762
	Iteration 27Q: 3 clusters Score -4139651 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -4139703.500000 Penalty: 5110.155762
	Iteration 28Q: 3 clusters Score -4139704 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -4139756.750000 Penalty: 5110.155762
	Iteration 29Q: 3 clusters Score -4139757 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -4139795.750000 Penalty: 5110.155762
	Iteration 30Q: 3 clusters Score -4139796 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -4139850.750000 Penalty: 5110.155762
	Iteration 31Q: 3 clusters Score -4139851 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -4139908.500000 Penalty: 5110.155762
	Iteration 32Q: 3 clusters Score -4139908 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -4139922.250000 Penalty: 5110.155762
	Iteration 33Q: 3 clusters Score -4139922 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -4139959.500000 Penalty: 5110.155762
	Iteration 34Q: 3 clusters Score -4139960 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -4140002.750000 Penalty: 5110.155762
	Iteration 35Q: 3 clusters Score -4140003 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -4140044.500000 Penalty: 5110.155762
	Iteration 36Q: 3 clusters Score -4140044 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -4140107.500000 Penalty: 5110.155762
	Iteration 37Q: 3 clusters Score -4140108 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -4140171.750000 Penalty: 5110.155762
	Iteration 38Q: 3 clusters Score -4140172 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -4140254.250000 Penalty: 5110.155762
	Iteration 39Q: 3 clusters Score -4140254 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -4140332.000000 Penalty: 5110.155762
	Iteration 40F: 3 clusters Score -4140332 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -4140407.750000 Penalty: 5110.155762
	Iteration 41Q: 3 clusters Score -4140408 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -4140475.250000 Penalty: 5110.155762
	Iteration 42Q: 3 clusters Score -4140475 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -4140560.250000 Penalty: 5110.155762
	Iteration 43Q: 3 clusters Score -4140560 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -4140678.500000 Penalty: 5110.155762
	Iteration 44Q: 3 clusters Score -4140678 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -4140764.250000 Penalty: 5110.155762
	Iteration 45Q: 3 clusters Score -4140764 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -4140869.500000 Penalty: 5110.155762
	Iteration 46Q: 3 clusters Score -4140870 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -4140946.500000 Penalty: 5110.155762
	Iteration 47Q: 3 clusters Score -4140946 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -4141016.000000 Penalty: 5110.155762
	Iteration 48Q: 3 clusters Score -4141016 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -4141080.750000 Penalty: 5110.155762
	Iteration 49Q: 3 clusters Score -4141081 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -4141146.500000 Penalty: 5110.155762
	Iteration 50Q: 3 clusters Score -4141146 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -4141202.750000 Penalty: 5110.155762
	Iteration 51Q: 3 clusters Score -4141203 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -4141240.750000 Penalty: 5110.155762
	Iteration 52Q: 3 clusters Score -4141241 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -4141279.000000 Penalty: 5110.155762
	Iteration 53Q: 3 clusters Score -4141279 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -4141323.000000 Penalty: 5110.155762
	Iteration 54Q: 3 clusters Score -4141323 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -4141376.250000 Penalty: 5110.155762
	Iteration 55Q: 3 clusters Score -4141376 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -4141424.000000 Penalty: 5110.155762
	Iteration 56Q: 3 clusters Score -4141424 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -4141447.750000 Penalty: 5110.155762
	Iteration 57Q: 3 clusters Score -4141448 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -4141489.250000 Penalty: 5110.155762
	Iteration 58Q: 3 clusters Score -4141489 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -4141521.000000 Penalty: 5110.155762
	Iteration 59Q: 3 clusters Score -4141521 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -4141542.250000 Penalty: 5110.155762
	Iteration 60F: 3 clusters Score -4141542 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -4141561.250000 Penalty: 5110.155762
	Iteration 61Q: 3 clusters Score -4141561 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -4141601.500000 Penalty: 5110.155762
	Iteration 62Q: 3 clusters Score -4141602 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -4141630.250000 Penalty: 5110.155762
	Iteration 63Q: 3 clusters Score -4141630 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -4141651.250000 Penalty: 5110.155762
	Iteration 64Q: 3 clusters Score -4141651 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -4141671.000000 Penalty: 5110.155762
	Iteration 65Q: 3 clusters Score -4141671 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -4141689.750000 Penalty: 5110.155762
	Iteration 66Q: 3 clusters Score -4141690 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -4141714.000000 Penalty: 5110.155762
	Iteration 67Q: 3 clusters Score -4141714 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -4141736.250000 Penalty: 5110.155762
	Iteration 68Q: 3 clusters Score -4141736 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -4141771.250000 Penalty: 5110.155762
	Iteration 69Q: 3 clusters Score -4141771 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -4141785.250000 Penalty: 5110.155762
	Iteration 70Q: 3 clusters Score -4141785 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -4141819.750000 Penalty: 5110.155762
	Iteration 71Q: 3 clusters Score -4141820 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -4141842.000000 Penalty: 5110.155762
	Iteration 72Q: 3 clusters Score -4141842 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -4141861.000000 Penalty: 5110.155762
	Iteration 73Q: 3 clusters Score -4141861 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -4141886.750000 Penalty: 5110.155762
	Iteration 74Q: 3 clusters Score -4141887 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -4141912.500000 Penalty: 5110.155762
	Iteration 75Q: 3 clusters Score -4141912 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -4141936.000000 Penalty: 5110.155762
	Iteration 76Q: 3 clusters Score -4141936 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -4141966.250000 Penalty: 5110.155762
	Iteration 77Q: 3 clusters Score -4141966 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -4142000.000000 Penalty: 5110.155762
	Iteration 78Q: 3 clusters Score -4142000 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -4142028.750000 Penalty: 5110.155762
	Iteration 79Q: 3 clusters Score -4142029 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -4142067.000000 Penalty: 5110.155762
	Iteration 80F: 3 clusters Score -4142067 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -4142096.750000 Penalty: 5110.155762
	Iteration 81Q: 3 clusters Score -4142097 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -4142127.500000 Penalty: 5110.155762
	Iteration 82Q: 3 clusters Score -4142128 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -4142154.000000 Penalty: 5110.155762
	Iteration 83Q: 3 clusters Score -4142154 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -4142190.500000 Penalty: 5110.155762
	Iteration 84Q: 3 clusters Score -4142190 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -4142230.750000 Penalty: 5110.155762
	Iteration 85Q: 3 clusters Score -4142231 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -4142270.250000 Penalty: 5110.155762
	Iteration 86Q: 3 clusters Score -4142270 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -4142307.750000 Penalty: 5110.155762
	Iteration 87Q: 3 clusters Score -4142308 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -4142324.500000 Penalty: 5110.155762
	Iteration 88Q: 3 clusters Score -4142324 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -4142344.750000 Penalty: 5110.155762
	Iteration 89Q: 3 clusters Score -4142345 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -4142377.000000 Penalty: 5110.155762
	Iteration 90Q: 3 clusters Score -4142377 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -4142399.250000 Penalty: 5110.155762
	Iteration 91Q: 3 clusters Score -4142399 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -4142431.750000 Penalty: 5110.155762
	Iteration 92Q: 3 clusters Score -4142432 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -4142453.500000 Penalty: 5110.155762
	Iteration 93Q: 3 clusters Score -4142454 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -4142471.500000 Penalty: 5110.155762
	Iteration 94Q: 3 clusters Score -4142472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -4142493.250000 Penalty: 5110.155762
	Iteration 95Q: 3 clusters Score -4142493 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -4142516.500000 Penalty: 5110.155762
	Iteration 96Q: 3 clusters Score -4142516 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -4142534.750000 Penalty: 5110.155762
	Iteration 97Q: 3 clusters Score -4142535 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -4142551.750000 Penalty: 5110.155762
	Iteration 98Q: 3 clusters Score -4142552 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -4142571.000000 Penalty: 5110.155762
	Iteration 99Q: 3 clusters Score -4142571 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -4142583.500000 Penalty: 5110.155762
	Iteration 100F: 3 clusters Score -4142584 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -4142598.500000 Penalty: 5110.155762
	Iteration 101Q: 3 clusters Score -4142598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -4142623.500000 Penalty: 5110.155762
	Iteration 102Q: 3 clusters Score -4142624 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -4142650.000000 Penalty: 5110.155762
	Iteration 103Q: 3 clusters Score -4142650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -4142665.250000 Penalty: 5110.155762
	Iteration 104Q: 3 clusters Score -4142665 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -4142684.250000 Penalty: 5110.155762
	Iteration 105Q: 3 clusters Score -4142684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -4142694.750000 Penalty: 5110.155762
	Iteration 106Q: 3 clusters Score -4142695 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -4142710.750000 Penalty: 5110.155762
	Iteration 107Q: 3 clusters Score -4142711 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -4142720.250000 Penalty: 5110.155762
	Iteration 108Q: 3 clusters Score -4142720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -4142730.750000 Penalty: 5110.155762
	Iteration 109Q: 3 clusters Score -4142731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -4142748.750000 Penalty: 5110.155762
	Iteration 110Q: 3 clusters Score -4142749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -4142772.000000 Penalty: 5110.155762
	Iteration 111Q: 3 clusters Score -4142772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -4142786.750000 Penalty: 5110.155762
	Iteration 112Q: 3 clusters Score -4142787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -4142794.750000 Penalty: 5110.155762
	Iteration 113Q: 3 clusters Score -4142795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -4142802.500000 Penalty: 5110.155762
	Iteration 114Q: 3 clusters Score -4142802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -4142811.000000 Penalty: 5110.155762
	Iteration 115Q: 3 clusters Score -4142811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -4142827.250000 Penalty: 5110.155762
	Iteration 116Q: 3 clusters Score -4142827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -4142828.250000 Penalty: 5110.155762
	Iteration 117Q: 3 clusters Score -4142828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -4142844.750000 Penalty: 5110.155762
	Iteration 118Q: 3 clusters Score -4142845 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -4142855.250000 Penalty: 5110.155762
	Iteration 119Q: 3 clusters Score -4142855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -4142865.000000 Penalty: 5110.155762
	Iteration 120F: 3 clusters Score -4142865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -4142876.750000 Penalty: 5110.155762
	Iteration 121Q: 3 clusters Score -4142877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -4142887.000000 Penalty: 5110.155762
	Iteration 122Q: 3 clusters Score -4142887 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -4142891.500000 Penalty: 5110.155762
	Iteration 123Q: 3 clusters Score -4142892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -4142901.750000 Penalty: 5110.155762
	Iteration 124Q: 3 clusters Score -4142902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -4142916.500000 Penalty: 5110.155762
	Iteration 125Q: 3 clusters Score -4142916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -4142917.500000 Penalty: 5110.155762
	Iteration 126Q: 3 clusters Score -4142918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -4142917.500000 Penalty: 5110.155762
	Iteration 127Q: 3 clusters Score -4142918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -4142920.750000 Penalty: 5110.155762
	Iteration 128Q: 3 clusters Score -4142921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -4142919.250000 Penalty: 5110.155762
	Iteration 129Q: 3 clusters Score -4142919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -4142916.000000 Penalty: 5110.155762
	Iteration 130Q: 3 clusters Score -4142916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -4142927.500000 Penalty: 5110.155762
	Iteration 131Q: 3 clusters Score -4142928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -4142924.250000 Penalty: 5110.155762
	Iteration 132Q: 3 clusters Score -4142924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -4142927.000000 Penalty: 5110.155762
	Iteration 133Q: 3 clusters Score -4142927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -4142933.000000 Penalty: 5110.155762
	Iteration 134Q: 3 clusters Score -4142933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -4142933.000000 Penalty: 5110.155762
	Iteration 135F: 3 clusters Score -4142933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Entering Unmasked Estep 
Score: -896974.312500 Penalty: 2178.054199
	Iteration 0F: 2 clusters Score -896974.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -891494.750000 Penalty: 4356.108398
	Iteration 0F: 3 clusters Score -891494.8 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -892996.375000 Penalty: 4356.108398
	Iteration 1F: 3 clusters Score -892996.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -893313.687500 Penalty: 4356.108398
	Iteration 2F: 3 clusters Score -893313.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -893542.750000 Penalty: 4356.108398
	Iteration 3F: 3 clusters Score -893542.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -893736.625000 Penalty: 4356.108398
	Iteration 4Q: 3 clusters Score -893736.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -893928.562500 Penalty: 4356.108398
	Iteration 5Q: 3 clusters Score -893928.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -894074.500000 Penalty: 4356.108398
	Iteration 6Q: 3 clusters Score -894074.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -894207.437500 Penalty: 4356.108398
	Iteration 7Q: 3 clusters Score -894207.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -894338.937500 Penalty: 4356.108398
	Iteration 8Q: 3 clusters Score -894338.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -894444.687500 Penalty: 4356.108398
	Iteration 9Q: 3 clusters Score -894444.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -894541.937500 Penalty: 4356.108398
	Iteration 10Q: 3 clusters Score -894541.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -894615.125000 Penalty: 4356.108398
	Iteration 11Q: 3 clusters Score -894615.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -894679.875000 Penalty: 4356.108398
	Iteration 12Q: 3 clusters Score -894679.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -894728.250000 Penalty: 4356.108398
	Iteration 13Q: 3 clusters Score -894728.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -894770.000000 Penalty: 4356.108398
	Iteration 14Q: 3 clusters Score -894770 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -894805.312500 Penalty: 4356.108398
	Iteration 15Q: 3 clusters Score -894805.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -894829.375000 Penalty: 4356.108398
	Iteration 16Q: 3 clusters Score -894829.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -894852.187500 Penalty: 4356.108398
	Iteration 17Q: 3 clusters Score -894852.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -894873.937500 Penalty: 4356.108398
	Iteration 18Q: 3 clusters Score -894873.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -894898.750000 Penalty: 4356.108398
	Iteration 19Q: 3 clusters Score -894898.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -894923.687500 Penalty: 4356.108398
	Iteration 20F: 3 clusters Score -894923.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -894946.562500 Penalty: 4356.108398
	Iteration 21Q: 3 clusters Score -894946.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -894963.375000 Penalty: 4356.108398
	Iteration 22Q: 3 clusters Score -894963.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -894975.250000 Penalty: 4356.108398
	Iteration 23Q: 3 clusters Score -894975.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -894988.125000 Penalty: 4356.108398
	Iteration 24Q: 3 clusters Score -894988.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -895000.687500 Penalty: 4356.108398
	Iteration 25Q: 3 clusters Score -895000.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -895011.375000 Penalty: 4356.108398
	Iteration 26Q: 3 clusters Score -895011.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -895014.812500 Penalty: 4356.108398
	Iteration 27Q: 3 clusters Score -895014.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -895026.187500 Penalty: 4356.108398
	Iteration 28Q: 3 clusters Score -895026.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -895031.375000 Penalty: 4356.108398
	Iteration 29Q: 3 clusters Score -895031.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -895035.062500 Penalty: 4356.108398
	Iteration 30Q: 3 clusters Score -895035.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -895038.000000 Penalty: 4356.108398
	Iteration 31Q: 3 clusters Score -895038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -895043.500000 Penalty: 4356.108398
	Iteration 32Q: 3 clusters Score -895043.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -895047.437500 Penalty: 4356.108398
	Iteration 33Q: 3 clusters Score -895047.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -895047.437500 Penalty: 4356.108398
	Iteration 34Q: 3 clusters Score -895047.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -895047.437500 Penalty: 4356.108398
	Iteration 35F: 3 clusters Score -895047.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Entering Unmasked Estep 
Score: -769289.437500 Penalty: 2139.126221
	Iteration 0F: 2 clusters Score -769289.4 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 2810 members 
Entering Unmasked Estep 
Score: -764459.062500 Penalty: 4278.252441
	Iteration 0F: 3 clusters Score -764459.1 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -765596.312500 Penalty: 4278.252441
	Iteration 1F: 3 clusters Score -765596.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -765797.125000 Penalty: 4278.252441
	Iteration 2F: 3 clusters Score -765797.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -765934.875000 Penalty: 4278.252441
	Iteration 3Q: 3 clusters Score -765934.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -766036.875000 Penalty: 4278.252441
	Iteration 4Q: 3 clusters Score -766036.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -766130.250000 Penalty: 4278.252441
	Iteration 5Q: 3 clusters Score -766130.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -766208.062500 Penalty: 4278.252441
	Iteration 6Q: 3 clusters Score -766208.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -766276.812500 Penalty: 4278.252441
	Iteration 7Q: 3 clusters Score -766276.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -766346.375000 Penalty: 4278.252441
	Iteration 8Q: 3 clusters Score -766346.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -766417.875000 Penalty: 4278.252441
	Iteration 9Q: 3 clusters Score -766417.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -766490.187500 Penalty: 4278.252441
	Iteration 10Q: 3 clusters Score -766490.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -766547.000000 Penalty: 4278.252441
	Iteration 11Q: 3 clusters Score -766547 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -766604.500000 Penalty: 4278.252441
	Iteration 12Q: 3 clusters Score -766604.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -766655.500000 Penalty: 4278.252441
	Iteration 13Q: 3 clusters Score -766655.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -766717.125000 Penalty: 4278.252441
	Iteration 14Q: 3 clusters Score -766717.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -766780.937500 Penalty: 4278.252441
	Iteration 15Q: 3 clusters Score -766780.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -766856.000000 Penalty: 4278.252441
	Iteration 16Q: 3 clusters Score -766856 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -766951.187500 Penalty: 4278.252441
	Iteration 17Q: 3 clusters Score -766951.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -767050.500000 Penalty: 4278.252441
	Iteration 18Q: 3 clusters Score -767050.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -767150.062500 Penalty: 4278.252441
	Iteration 19Q: 3 clusters Score -767150.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -767238.437500 Penalty: 4278.252441
	Iteration 20F: 3 clusters Score -767238.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -767304.812500 Penalty: 4278.252441
	Iteration 21Q: 3 clusters Score -767304.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -767361.687500 Penalty: 4278.252441
	Iteration 22Q: 3 clusters Score -767361.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -767405.812500 Penalty: 4278.252441
	Iteration 23Q: 3 clusters Score -767405.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -767440.250000 Penalty: 4278.252441
	Iteration 24Q: 3 clusters Score -767440.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -767463.625000 Penalty: 4278.252441
	Iteration 25Q: 3 clusters Score -767463.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -767482.375000 Penalty: 4278.252441
	Iteration 26Q: 3 clusters Score -767482.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -767502.000000 Penalty: 4278.252441
	Iteration 27Q: 3 clusters Score -767502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -767516.500000 Penalty: 4278.252441
	Iteration 28Q: 3 clusters Score -767516.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -767531.500000 Penalty: 4278.252441
	Iteration 29Q: 3 clusters Score -767531.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -767549.750000 Penalty: 4278.252441
	Iteration 30Q: 3 clusters Score -767549.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -767564.312500 Penalty: 4278.252441
	Iteration 31Q: 3 clusters Score -767564.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -767579.125000 Penalty: 4278.252441
	Iteration 32Q: 3 clusters Score -767579.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -767590.062500 Penalty: 4278.252441
	Iteration 33Q: 3 clusters Score -767590.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -767597.750000 Penalty: 4278.252441
	Iteration 34Q: 3 clusters Score -767597.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -767604.312500 Penalty: 4278.252441
	Iteration 35Q: 3 clusters Score -767604.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -767613.125000 Penalty: 4278.252441
	Iteration 36Q: 3 clusters Score -767613.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -767616.687500 Penalty: 4278.252441
	Iteration 37Q: 3 clusters Score -767616.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -767621.125000 Penalty: 4278.252441
	Iteration 38Q: 3 clusters Score -767621.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -767621.437500 Penalty: 4278.252441
	Iteration 39Q: 3 clusters Score -767621.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -767620.062500 Penalty: 4278.252441
	Iteration 40F: 3 clusters Score -767620.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Entering Unmasked Estep 
Score: -2101892.250000 Penalty: 2391.841553
	Iteration 0F: 2 clusters Score -2101892 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 7659 members 
Entering Unmasked Estep 
Score: -2090946.250000 Penalty: 4783.683105
	Iteration 0F: 3 clusters Score -2090946 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -2094629.375000 Penalty: 4783.683105
	Iteration 1F: 3 clusters Score -2094629 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2095108.000000 Penalty: 4783.683105
	Iteration 2F: 3 clusters Score -2095108 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2095536.250000 Penalty: 4783.683105
	Iteration 3F: 3 clusters Score -2095536 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2095926.000000 Penalty: 4783.683105
	Iteration 4F: 3 clusters Score -2095926 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2096274.375000 Penalty: 4783.683105
	Iteration 5Q: 3 clusters Score -2096274 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2096654.000000 Penalty: 4783.683105
	Iteration 6Q: 3 clusters Score -2096654 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2097041.500000 Penalty: 4783.683105
	Iteration 7Q: 3 clusters Score -2097042 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2097439.000000 Penalty: 4783.683105
	Iteration 8Q: 3 clusters Score -2097439 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2097829.750000 Penalty: 4783.683105
	Iteration 9Q: 3 clusters Score -2097830 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2098200.500000 Penalty: 4783.683105
	Iteration 10Q: 3 clusters Score -2098200 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2098519.250000 Penalty: 4783.683105
	Iteration 11Q: 3 clusters Score -2098519 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2098812.750000 Penalty: 4783.683105
	Iteration 12Q: 3 clusters Score -2098813 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2099053.750000 Penalty: 4783.683105
	Iteration 13Q: 3 clusters Score -2099054 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2099233.250000 Penalty: 4783.683105
	Iteration 14Q: 3 clusters Score -2099233 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2099395.500000 Penalty: 4783.683105
	Iteration 15Q: 3 clusters Score -2099396 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2099500.500000 Penalty: 4783.683105
	Iteration 16Q: 3 clusters Score -2099500 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2099581.750000 Penalty: 4783.683105
	Iteration 17Q: 3 clusters Score -2099582 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2099653.000000 Penalty: 4783.683105
	Iteration 18Q: 3 clusters Score -2099653 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2099706.500000 Penalty: 4783.683105
	Iteration 19Q: 3 clusters Score -2099706 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2099757.250000 Penalty: 4783.683105
	Iteration 20F: 3 clusters Score -2099757 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2099787.250000 Penalty: 4783.683105
	Iteration 21Q: 3 clusters Score -2099787 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2099825.250000 Penalty: 4783.683105
	Iteration 22Q: 3 clusters Score -2099825 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2099851.500000 Penalty: 4783.683105
	Iteration 23Q: 3 clusters Score -2099852 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2099878.500000 Penalty: 4783.683105
	Iteration 24Q: 3 clusters Score -2099878 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2099911.250000 Penalty: 4783.683105
	Iteration 25Q: 3 clusters Score -2099911 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2099935.500000 Penalty: 4783.683105
	Iteration 26Q: 3 clusters Score -2099936 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2099949.500000 Penalty: 4783.683105
	Iteration 27Q: 3 clusters Score -2099950 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2099958.500000 Penalty: 4783.683105
	Iteration 28Q: 3 clusters Score -2099958 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2099968.000000 Penalty: 4783.683105
	Iteration 29Q: 3 clusters Score -2099968 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2099981.250000 Penalty: 4783.683105
	Iteration 30Q: 3 clusters Score -2099981 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2100004.750000 Penalty: 4783.683105
	Iteration 31Q: 3 clusters Score -2100005 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2100009.750000 Penalty: 4783.683105
	Iteration 32Q: 3 clusters Score -2100010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2100016.750000 Penalty: 4783.683105
	Iteration 33Q: 3 clusters Score -2100017 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2100029.500000 Penalty: 4783.683105
	Iteration 34Q: 3 clusters Score -2100030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2100035.250000 Penalty: 4783.683105
	Iteration 35Q: 3 clusters Score -2100035 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2100045.750000 Penalty: 4783.683105
	Iteration 36Q: 3 clusters Score -2100046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2100053.500000 Penalty: 4783.683105
	Iteration 37Q: 3 clusters Score -2100054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2100061.000000 Penalty: 4783.683105
	Iteration 38Q: 3 clusters Score -2100061 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2100071.500000 Penalty: 4783.683105
	Iteration 39Q: 3 clusters Score -2100072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2100080.250000 Penalty: 4783.683105
	Iteration 40F: 3 clusters Score -2100080 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2100077.750000 Penalty: 4783.683105
	Iteration 41Q: 3 clusters Score -2100078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2100084.500000 Penalty: 4783.683105
	Iteration 42Q: 3 clusters Score -2100084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2100098.750000 Penalty: 4783.683105
	Iteration 43Q: 3 clusters Score -2100099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2100105.000000 Penalty: 4783.683105
	Iteration 44Q: 3 clusters Score -2100105 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2100114.750000 Penalty: 4783.683105
	Iteration 45Q: 3 clusters Score -2100115 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2100124.750000 Penalty: 4783.683105
	Iteration 46Q: 3 clusters Score -2100125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2100131.750000 Penalty: 4783.683105
	Iteration 47Q: 3 clusters Score -2100132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2100129.500000 Penalty: 4783.683105
	Iteration 48Q: 3 clusters Score -2100130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2100131.250000 Penalty: 4783.683105
	Iteration 49Q: 3 clusters Score -2100131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2100138.500000 Penalty: 4783.683105
	Iteration 50Q: 3 clusters Score -2100138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2100144.500000 Penalty: 4783.683105
	Iteration 51Q: 3 clusters Score -2100144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2100145.000000 Penalty: 4783.683105
	Iteration 52Q: 3 clusters Score -2100145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2100156.000000 Penalty: 4783.683105
	Iteration 53Q: 3 clusters Score -2100156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2100155.500000 Penalty: 4783.683105
	Iteration 54Q: 3 clusters Score -2100156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2100169.250000 Penalty: 4783.683105
	Iteration 55Q: 3 clusters Score -2100169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2100180.000000 Penalty: 4783.683105
	Iteration 56Q: 3 clusters Score -2100180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2100182.250000 Penalty: 4783.683105
	Iteration 57Q: 3 clusters Score -2100182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2100188.750000 Penalty: 4783.683105
	Iteration 58Q: 3 clusters Score -2100189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2100188.500000 Penalty: 4783.683105
	Iteration 59Q: 3 clusters Score -2100188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2100190.250000 Penalty: 4783.683105
	Iteration 60F: 3 clusters Score -2100190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2100189.750000 Penalty: 4783.683105
	Iteration 61Q: 3 clusters Score -2100190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2100194.000000 Penalty: 4783.683105
	Iteration 62Q: 3 clusters Score -2100194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2100192.750000 Penalty: 4783.683105
	Iteration 63Q: 3 clusters Score -2100193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2100196.500000 Penalty: 4783.683105
	Iteration 64Q: 3 clusters Score -2100196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2100201.500000 Penalty: 4783.683105
	Iteration 65Q: 3 clusters Score -2100202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2100204.250000 Penalty: 4783.683105
	Iteration 66Q: 3 clusters Score -2100204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -2100204.750000 Penalty: 4783.683105
	Iteration 67Q: 3 clusters Score -2100205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2100207.750000 Penalty: 4783.683105
	Iteration 68Q: 3 clusters Score -2100208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2100210.250000 Penalty: 4783.683105
	Iteration 69Q: 3 clusters Score -2100210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2100212.250000 Penalty: 4783.683105
	Iteration 70Q: 3 clusters Score -2100212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2100215.500000 Penalty: 4783.683105
	Iteration 71Q: 3 clusters Score -2100216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2100219.750000 Penalty: 4783.683105
	Iteration 72Q: 3 clusters Score -2100220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2100216.750000 Penalty: 4783.683105
	Iteration 73Q: 3 clusters Score -2100217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2100216.250000 Penalty: 4783.683105
	Iteration 74Q: 3 clusters Score -2100216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2100216.500000 Penalty: 4783.683105
	Iteration 75Q: 3 clusters Score -2100216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2100220.750000 Penalty: 4783.683105
	Iteration 76Q: 3 clusters Score -2100221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2100218.500000 Penalty: 4783.683105
	Iteration 77Q: 3 clusters Score -2100218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2100215.500000 Penalty: 4783.683105
	Iteration 78Q: 3 clusters Score -2100216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2100216.500000 Penalty: 4783.683105
	Iteration 79Q: 3 clusters Score -2100216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2100217.000000 Penalty: 4783.683105
	Iteration 80F: 3 clusters Score -2100217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2100219.750000 Penalty: 4783.683105
	Iteration 81Q: 3 clusters Score -2100220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2100218.000000 Penalty: 4783.683105
	Iteration 82Q: 3 clusters Score -2100218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2100218.000000 Penalty: 4783.683105
	Iteration 83F: 3 clusters Score -2100218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (66565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66565 members 
Entering Unmasked Estep 
Score: -9314510.000000 Penalty: 2754.271729
	Iteration 0F: 2 clusters Score -9314510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -9269733.000000 Penalty: 5508.543457
	Iteration 0F: 3 clusters Score -9269733 nChanged 31206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -9287253.000000 Penalty: 5508.543457
	Iteration 1F: 3 clusters Score -9287253 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -9287728.000000 Penalty: 5508.543457
	Iteration 2Q: 3 clusters Score -9287728 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -9288157.000000 Penalty: 5508.543457
	Iteration 3Q: 3 clusters Score -9288157 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -9288518.000000 Penalty: 5508.543457
	Iteration 4Q: 3 clusters Score -9288518 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -9288934.000000 Penalty: 5508.543457
	Iteration 5Q: 3 clusters Score -9288934 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -9289228.000000 Penalty: 5508.543457
	Iteration 6Q: 3 clusters Score -9289228 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -9289617.000000 Penalty: 5508.543457
	Iteration 7Q: 3 clusters Score -9289617 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -9289990.000000 Penalty: 5508.543457
	Iteration 8Q: 3 clusters Score -9289990 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -9290607.000000 Penalty: 5508.543457
	Iteration 9Q: 3 clusters Score -9290607 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -9291356.000000 Penalty: 5508.543457
	Iteration 10Q: 3 clusters Score -9291356 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -9292622.000000 Penalty: 5508.543457
	Iteration 11Q: 3 clusters Score -9292622 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -9294492.000000 Penalty: 5508.543457
	Iteration 12Q: 3 clusters Score -9294492 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -9297208.000000 Penalty: 5508.543457
	Iteration 13F: 3 clusters Score -9297208 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -9300202.000000 Penalty: 5508.543457
	Iteration 14F: 3 clusters Score -9300202 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -9303256.000000 Penalty: 5508.543457
	Iteration 15F: 3 clusters Score -9303256 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -9305167.000000 Penalty: 5508.543457
	Iteration 16Q: 3 clusters Score -9305167 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -9306136.000000 Penalty: 5508.543457
	Iteration 17Q: 3 clusters Score -9306136 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51393 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -9306689.000000 Penalty: 5508.543457
	Iteration 18Q: 3 clusters Score -9306689 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -9307092.000000 Penalty: 5508.543457
	Iteration 19Q: 3 clusters Score -9307092 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53146 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -9307438.000000 Penalty: 5508.543457
	Iteration 20F: 3 clusters Score -9307438 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54007 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -9307755.000000 Penalty: 5508.543457
	Iteration 21Q: 3 clusters Score -9307755 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54848 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -9308057.000000 Penalty: 5508.543457
	Iteration 22Q: 3 clusters Score -9308057 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55649 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -9308340.000000 Penalty: 5508.543457
	Iteration 23Q: 3 clusters Score -9308340 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -9308628.000000 Penalty: 5508.543457
	Iteration 24Q: 3 clusters Score -9308628 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57160 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -9308889.000000 Penalty: 5508.543457
	Iteration 25Q: 3 clusters Score -9308889 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57894 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -9309173.000000 Penalty: 5508.543457
	Iteration 26Q: 3 clusters Score -9309173 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -9309440.000000 Penalty: 5508.543457
	Iteration 27Q: 3 clusters Score -9309440 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59240 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -9309698.000000 Penalty: 5508.543457
	Iteration 28Q: 3 clusters Score -9309698 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -9309958.000000 Penalty: 5508.543457
	Iteration 29Q: 3 clusters Score -9309958 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -9310171.000000 Penalty: 5508.543457
	Iteration 30Q: 3 clusters Score -9310171 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60984 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -9310382.000000 Penalty: 5508.543457
	Iteration 31Q: 3 clusters Score -9310382 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61475 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -9310618.000000 Penalty: 5508.543457
	Iteration 32Q: 3 clusters Score -9310618 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61946 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -9310809.000000 Penalty: 5508.543457
	Iteration 33Q: 3 clusters Score -9310809 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -9310955.000000 Penalty: 5508.543457
	Iteration 34Q: 3 clusters Score -9310955 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -9311125.000000 Penalty: 5508.543457
	Iteration 35Q: 3 clusters Score -9311125 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -9311263.000000 Penalty: 5508.543457
	Iteration 36Q: 3 clusters Score -9311263 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63429 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -9311384.000000 Penalty: 5508.543457
	Iteration 37Q: 3 clusters Score -9311384 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63692 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -9311487.000000 Penalty: 5508.543457
	Iteration 38Q: 3 clusters Score -9311487 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63917 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -9311592.000000 Penalty: 5508.543457
	Iteration 39Q: 3 clusters Score -9311592 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64105 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -9311653.000000 Penalty: 5508.543457
	Iteration 40F: 3 clusters Score -9311653 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64284 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -9311748.000000 Penalty: 5508.543457
	Iteration 41Q: 3 clusters Score -9311748 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64438 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -9311810.000000 Penalty: 5508.543457
	Iteration 42Q: 3 clusters Score -9311810 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64562 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -9311865.000000 Penalty: 5508.543457
	Iteration 43Q: 3 clusters Score -9311865 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64668 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -9311901.000000 Penalty: 5508.543457
	Iteration 44Q: 3 clusters Score -9311901 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64758 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -9311941.000000 Penalty: 5508.543457
	Iteration 45Q: 3 clusters Score -9311941 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64832 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -9311992.000000 Penalty: 5508.543457
	Iteration 46Q: 3 clusters Score -9311992 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64903 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -9312024.000000 Penalty: 5508.543457
	Iteration 47Q: 3 clusters Score -9312024 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64961 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -9312027.000000 Penalty: 5508.543457
	Iteration 48Q: 3 clusters Score -9312027 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65023 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -9312045.000000 Penalty: 5508.543457
	Iteration 49Q: 3 clusters Score -9312045 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65058 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -9312071.000000 Penalty: 5508.543457
	Iteration 50Q: 3 clusters Score -9312071 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -9312086.000000 Penalty: 5508.543457
	Iteration 51Q: 3 clusters Score -9312086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -9312084.000000 Penalty: 5508.543457
	Iteration 52Q: 3 clusters Score -9312084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65138 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -9312096.000000 Penalty: 5508.543457
	Iteration 53Q: 3 clusters Score -9312096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65161 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -9312081.000000 Penalty: 5508.543457
	Iteration 54Q: 3 clusters Score -9312081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -9312081.000000 Penalty: 5508.543457
	Iteration 55Q: 3 clusters Score -9312081 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65211 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -9312086.000000 Penalty: 5508.543457
	Iteration 56Q: 3 clusters Score -9312086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65238 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -9312099.000000 Penalty: 5508.543457
	Iteration 57Q: 3 clusters Score -9312099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65257 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -9312124.000000 Penalty: 5508.543457
	Iteration 58Q: 3 clusters Score -9312124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65278 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -9312121.000000 Penalty: 5508.543457
	Iteration 59Q: 3 clusters Score -9312121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -9312128.000000 Penalty: 5508.543457
	Iteration 60F: 3 clusters Score -9312128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65320 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -9312138.000000 Penalty: 5508.543457
	Iteration 61Q: 3 clusters Score -9312138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65344 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -9312135.000000 Penalty: 5508.543457
	Iteration 62Q: 3 clusters Score -9312135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65361 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -9312154.000000 Penalty: 5508.543457
	Iteration 63Q: 3 clusters Score -9312154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65381 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -9312176.000000 Penalty: 5508.543457
	Iteration 64Q: 3 clusters Score -9312176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65397 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -9312189.000000 Penalty: 5508.543457
	Iteration 65Q: 3 clusters Score -9312189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -9312190.000000 Penalty: 5508.543457
	Iteration 66Q: 3 clusters Score -9312190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65428 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -9312191.000000 Penalty: 5508.543457
	Iteration 67Q: 3 clusters Score -9312191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65444 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -9312212.000000 Penalty: 5508.543457
	Iteration 68Q: 3 clusters Score -9312212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65463 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9312224.000000 Penalty: 5508.543457
	Iteration 69Q: 3 clusters Score -9312224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65475 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -9312228.000000 Penalty: 5508.543457
	Iteration 70Q: 3 clusters Score -9312228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65491 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9312234.000000 Penalty: 5508.543457
	Iteration 71Q: 3 clusters Score -9312234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65503 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -9312240.000000 Penalty: 5508.543457
	Iteration 72Q: 3 clusters Score -9312240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65514 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -9312247.000000 Penalty: 5508.543457
	Iteration 73Q: 3 clusters Score -9312247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -9312250.000000 Penalty: 5508.543457
	Iteration 74Q: 3 clusters Score -9312250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65528 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -9312253.000000 Penalty: 5508.543457
	Iteration 75Q: 3 clusters Score -9312253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65534 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -9312263.000000 Penalty: 5508.543457
	Iteration 76Q: 3 clusters Score -9312263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65540 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -9312263.000000 Penalty: 5508.543457
	Iteration 77Q: 3 clusters Score -9312263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65543 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -9312266.000000 Penalty: 5508.543457
	Iteration 78Q: 3 clusters Score -9312266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65546 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -9312272.000000 Penalty: 5508.543457
	Iteration 79Q: 3 clusters Score -9312272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65550 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -9312265.000000 Penalty: 5508.543457
	Iteration 80F: 3 clusters Score -9312265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65551 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -9312273.000000 Penalty: 5508.543457
	Iteration 81Q: 3 clusters Score -9312273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65551 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -9312273.000000 Penalty: 5508.543457
	Iteration 82F: 3 clusters Score -9312273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -154892.125000 Penalty: 1745.618286
	Iteration 0F: 2 clusters Score -154892.1 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 557 members 
Entering Unmasked Estep 
Score: -152830.343750 Penalty: 3491.236572
	Iteration 0F: 3 clusters Score -152830.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -153140.625000 Penalty: 3491.236572
	Iteration 1F: 3 clusters Score -153140.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -153237.578125 Penalty: 3491.236572
	Iteration 2F: 3 clusters Score -153237.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -153284.796875 Penalty: 3491.236572
	Iteration 3Q: 3 clusters Score -153284.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -153313.031250 Penalty: 3491.236572
	Iteration 4Q: 3 clusters Score -153313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -153331.609375 Penalty: 3491.236572
	Iteration 5Q: 3 clusters Score -153331.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -153342.593750 Penalty: 3491.236572
	Iteration 6Q: 3 clusters Score -153342.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -153351.437500 Penalty: 3491.236572
	Iteration 7Q: 3 clusters Score -153351.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -153353.890625 Penalty: 3491.236572
	Iteration 8Q: 3 clusters Score -153353.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -153353.890625 Penalty: 3491.236572
	Iteration 9F: 3 clusters Score -153353.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Entering Unmasked Estep 
Score: -1267060.000000 Penalty: 2264.910400
	Iteration 0F: 2 clusters Score -1267060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1259845.750000 Penalty: 4529.820801
	Iteration 0F: 3 clusters Score -1259846 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1261919.250000 Penalty: 4529.820801
	Iteration 1F: 3 clusters Score -1261919 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1262159.375000 Penalty: 4529.820801
	Iteration 2F: 3 clusters Score -1262159 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1262368.250000 Penalty: 4529.820801
	Iteration 3Q: 3 clusters Score -1262368 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1262580.750000 Penalty: 4529.820801
	Iteration 4Q: 3 clusters Score -1262581 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1262797.500000 Penalty: 4529.820801
	Iteration 5Q: 3 clusters Score -1262798 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1263059.500000 Penalty: 4529.820801
	Iteration 6Q: 3 clusters Score -1263060 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1263403.875000 Penalty: 4529.820801
	Iteration 7F: 3 clusters Score -1263404 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1263899.750000 Penalty: 4529.820801
	Iteration 8F: 3 clusters Score -1263900 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1264446.250000 Penalty: 4529.820801
	Iteration 9F: 3 clusters Score -1264446 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1264936.250000 Penalty: 4529.820801
	Iteration 10F: 3 clusters Score -1264936 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1265282.125000 Penalty: 4529.820801
	Iteration 11Q: 3 clusters Score -1265282 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1265500.500000 Penalty: 4529.820801
	Iteration 12Q: 3 clusters Score -1265500 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1265657.125000 Penalty: 4529.820801
	Iteration 13Q: 3 clusters Score -1265657 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1265765.000000 Penalty: 4529.820801
	Iteration 14Q: 3 clusters Score -1265765 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1265842.625000 Penalty: 4529.820801
	Iteration 15Q: 3 clusters Score -1265843 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1265881.125000 Penalty: 4529.820801
	Iteration 16Q: 3 clusters Score -1265881 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1265904.375000 Penalty: 4529.820801
	Iteration 17Q: 3 clusters Score -1265904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1265917.000000 Penalty: 4529.820801
	Iteration 18Q: 3 clusters Score -1265917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1265931.875000 Penalty: 4529.820801
	Iteration 19Q: 3 clusters Score -1265932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1265952.750000 Penalty: 4529.820801
	Iteration 20F: 3 clusters Score -1265953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1265975.000000 Penalty: 4529.820801
	Iteration 21Q: 3 clusters Score -1265975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1265986.375000 Penalty: 4529.820801
	Iteration 22Q: 3 clusters Score -1265986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1265992.125000 Penalty: 4529.820801
	Iteration 23Q: 3 clusters Score -1265992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1265996.625000 Penalty: 4529.820801
	Iteration 24Q: 3 clusters Score -1265997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1265996.000000 Penalty: 4529.820801
	Iteration 25Q: 3 clusters Score -1265996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1265999.000000 Penalty: 4529.820801
	Iteration 26Q: 3 clusters Score -1265999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1266004.750000 Penalty: 4529.820801
	Iteration 27Q: 3 clusters Score -1266005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1266011.750000 Penalty: 4529.820801
	Iteration 28Q: 3 clusters Score -1266012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1266016.000000 Penalty: 4529.820801
	Iteration 29Q: 3 clusters Score -1266016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1266020.875000 Penalty: 4529.820801
	Iteration 30Q: 3 clusters Score -1266021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1266025.375000 Penalty: 4529.820801
	Iteration 31Q: 3 clusters Score -1266025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1266030.750000 Penalty: 4529.820801
	Iteration 32Q: 3 clusters Score -1266031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1266041.000000 Penalty: 4529.820801
	Iteration 33Q: 3 clusters Score -1266041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1266047.250000 Penalty: 4529.820801
	Iteration 34Q: 3 clusters Score -1266047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1266051.125000 Penalty: 4529.820801
	Iteration 35Q: 3 clusters Score -1266051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1266052.875000 Penalty: 4529.820801
	Iteration 36Q: 3 clusters Score -1266053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1266052.875000 Penalty: 4529.820801
	Iteration 37Q: 3 clusters Score -1266053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1266052.875000 Penalty: 4529.820801
	Iteration 38F: 3 clusters Score -1266053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -164235.531250 Penalty: 1769.847778
	Iteration 0F: 2 clusters Score -164235.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -162147.406250 Penalty: 3539.695557
	Iteration 0F: 3 clusters Score -162147.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -162579.015625 Penalty: 3539.695557
	Iteration 1F: 3 clusters Score -162579 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -162841.375000 Penalty: 3539.695557
	Iteration 2F: 3 clusters Score -162841.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -163057.687500 Penalty: 3539.695557
	Iteration 3F: 3 clusters Score -163057.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -163329.875000 Penalty: 3539.695557
	Iteration 4F: 3 clusters Score -163329.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -163648.468750 Penalty: 3539.695557
	Iteration 5F: 3 clusters Score -163648.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -163881.234375 Penalty: 3539.695557
	Iteration 6F: 3 clusters Score -163881.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -164031.171875 Penalty: 3539.695557
	Iteration 7Q: 3 clusters Score -164031.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -164252.125000 Penalty: 3539.695557
	Iteration 8Q: 3 clusters Score -164252.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -164671.078125 Penalty: 3539.695557
	Iteration 9Q: 3 clusters Score -164671.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -165176.031250 Penalty: 3539.695557
	Iteration 10Q: 3 clusters Score -165176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -165178.781250 Penalty: 3539.695557
	Iteration 11Q: 3 clusters Score -165178.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -165178.781250 Penalty: 3539.695557
	Iteration 12F: 3 clusters Score -165178.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2657 members 
Mstep: Class 3 contains 122127 members 
Mstep: Class 4 contains 7556 members 
Mstep: Class 5 contains 129635 members 
Mstep: Class 6 contains 31870 members 
Mstep: Class 7 contains 46740 members 
Mstep: Class 8 contains 17730 members 
Mstep: Class 9 contains 136332 members 
Mstep: Class 10 contains 8417 members 
Mstep: Class 11 contains 21272 members 
Mstep: Class 12 contains 48674 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 26371 members 
Mstep: Class 15 contains 73040 members 
Mstep: Class 16 contains 8315 members 
Mstep: Class 17 contains 5584 members 
Mstep: Class 18 contains 7694 members 
Mstep: Class 19 contains 43415 members 
Mstep: Class 20 contains 134124 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 32629 members 
Mstep: Class 23 contains 5978 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 29814 members 
Mstep: Class 26 contains 6519 members 
Mstep: Class 27 contains 5572 members 
Mstep: Class 28 contains 15437 members 
Mstep: Class 29 contains 66565 members 
Mstep: Class 30 contains 1140 members 
Mstep: Class 31 contains 9253 members 
Mstep: Class 32 contains 741 members 
Mstep: Class 33 contains 516 members 
Entering Unmasked Estep 
Score: -142949360.000000 Penalty: 113492.750000
Splitting cluster 32 changes total score from -142949904.000000 to -142949360.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2657 members 
Mstep: Class 3 contains 122127 members 
Mstep: Class 4 contains 7556 members 
Mstep: Class 5 contains 129635 members 
Mstep: Class 6 contains 31870 members 
Mstep: Class 7 contains 46740 members 
Mstep: Class 8 contains 17730 members 
Mstep: Class 9 contains 136332 members 
Mstep: Class 10 contains 8417 members 
Mstep: Class 11 contains 21272 members 
Mstep: Class 12 contains 48674 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 26371 members 
Mstep: Class 15 contains 73040 members 
Mstep: Class 16 contains 8315 members 
Mstep: Class 17 contains 5584 members 
Mstep: Class 18 contains 7694 members 
Mstep: Class 19 contains 43415 members 
Mstep: Class 20 contains 134124 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 32629 members 
Mstep: Class 23 contains 5978 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 29814 members 
Mstep: Class 26 contains 6519 members 
Mstep: Class 27 contains 5572 members 
Mstep: Class 28 contains 15437 members 
Mstep: Class 29 contains 66565 members 
Mstep: Class 30 contains 1140 members 
Mstep: Class 31 contains 9253 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142950016.000000 Penalty: 110053.570312
Iteration 199Q: 33 clusters Score -1.4295e+08 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2657 members 
Mstep: Class 3 contains 121900 members 
Mstep: Class 4 contains 7552 members 
Mstep: Class 5 contains 129483 members 
Mstep: Class 6 contains 31839 members 
Mstep: Class 7 contains 46769 members 
Mstep: Class 8 contains 17713 members 
Mstep: Class 9 contains 136173 members 
Mstep: Class 10 contains 8420 members 
Mstep: Class 11 contains 21273 members 
Mstep: Class 12 contains 48578 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 26363 members 
Mstep: Class 15 contains 73907 members 
Mstep: Class 16 contains 8313 members 
Mstep: Class 17 contains 5584 members 
Mstep: Class 18 contains 7689 members 
Mstep: Class 19 contains 43393 members 
Mstep: Class 20 contains 133951 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 32585 members 
Mstep: Class 23 contains 5978 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 29872 members 
Mstep: Class 26 contains 6518 members 
Mstep: Class 27 contains 5573 members 
Mstep: Class 28 contains 15436 members 
Mstep: Class 29 contains 66535 members 
Mstep: Class 30 contains 1140 members 
Mstep: Class 31 contains 9266 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142950032.000000 Penalty: 110053.570312
Iteration 200F: 33 clusters Score -1.4295e+08 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2658 members 
Mstep: Class 3 contains 121636 members 
Mstep: Class 4 contains 7548 members 
Mstep: Class 5 contains 129297 members 
Mstep: Class 6 contains 31795 members 
Mstep: Class 7 contains 46790 members 
Mstep: Class 8 contains 17700 members 
Mstep: Class 9 contains 136041 members 
Mstep: Class 10 contains 8422 members 
Mstep: Class 11 contains 21272 members 
Mstep: Class 12 contains 48491 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 26351 members 
Mstep: Class 15 contains 74829 members 
Mstep: Class 16 contains 8305 members 
Mstep: Class 17 contains 5581 members 
Mstep: Class 18 contains 7686 members 
Mstep: Class 19 contains 43375 members 
Mstep: Class 20 contains 133759 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 32553 members 
Mstep: Class 23 contains 5977 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 29928 members 
Mstep: Class 26 contains 6518 members 
Mstep: Class 27 contains 5573 members 
Mstep: Class 28 contains 15436 members 
Mstep: Class 29 contains 66510 members 
Mstep: Class 30 contains 1141 members 
Mstep: Class 31 contains 9289 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142950128.000000 Penalty: 110053.570312
Iteration 201Q: 33 clusters Score -1.429501e+08 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2658 members 
Mstep: Class 3 contains 121369 members 
Mstep: Class 4 contains 7545 members 
Mstep: Class 5 contains 129073 members 
Mstep: Class 6 contains 31751 members 
Mstep: Class 7 contains 46817 members 
Mstep: Class 8 contains 17691 members 
Mstep: Class 9 contains 135910 members 
Mstep: Class 10 contains 8420 members 
Mstep: Class 11 contains 21267 members 
Mstep: Class 12 contains 48394 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 26343 members 
Mstep: Class 15 contains 75818 members 
Mstep: Class 16 contains 8302 members 
Mstep: Class 17 contains 5579 members 
Mstep: Class 18 contains 7681 members 
Mstep: Class 19 contains 43353 members 
Mstep: Class 20 contains 133541 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 32516 members 
Mstep: Class 23 contains 5977 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 29974 members 
Mstep: Class 26 contains 6518 members 
Mstep: Class 27 contains 5578 members 
Mstep: Class 28 contains 15436 members 
Mstep: Class 29 contains 66492 members 
Mstep: Class 30 contains 1142 members 
Mstep: Class 31 contains 9317 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142950288.000000 Penalty: 110053.570312
Iteration 202Q: 33 clusters Score -1.429503e+08 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2659 members 
Mstep: Class 3 contains 121117 members 
Mstep: Class 4 contains 7545 members 
Mstep: Class 5 contains 128827 members 
Mstep: Class 6 contains 31707 members 
Mstep: Class 7 contains 46851 members 
Mstep: Class 8 contains 17684 members 
Mstep: Class 9 contains 135782 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 21266 members 
Mstep: Class 12 contains 48306 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 26331 members 
Mstep: Class 15 contains 76795 members 
Mstep: Class 16 contains 8301 members 
Mstep: Class 17 contains 5579 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 43328 members 
Mstep: Class 20 contains 133316 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 32471 members 
Mstep: Class 23 contains 5975 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 30020 members 
Mstep: Class 26 contains 6518 members 
Mstep: Class 27 contains 5580 members 
Mstep: Class 28 contains 15435 members 
Mstep: Class 29 contains 66486 members 
Mstep: Class 30 contains 1142 members 
Mstep: Class 31 contains 9347 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142950160.000000 Penalty: 110053.570312
Iteration 203Q: 33 clusters Score -1.429502e+08 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2660 members 
Mstep: Class 3 contains 120817 members 
Mstep: Class 4 contains 7544 members 
Mstep: Class 5 contains 128592 members 
Mstep: Class 6 contains 31671 members 
Mstep: Class 7 contains 46885 members 
Mstep: Class 8 contains 17676 members 
Mstep: Class 9 contains 135649 members 
Mstep: Class 10 contains 8410 members 
Mstep: Class 11 contains 21271 members 
Mstep: Class 12 contains 48211 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 26321 members 
Mstep: Class 15 contains 77859 members 
Mstep: Class 16 contains 8295 members 
Mstep: Class 17 contains 5584 members 
Mstep: Class 18 contains 7673 members 
Mstep: Class 19 contains 43308 members 
Mstep: Class 20 contains 133073 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 32416 members 
Mstep: Class 23 contains 5973 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 30068 members 
Mstep: Class 26 contains 6518 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 15436 members 
Mstep: Class 29 contains 66458 members 
Mstep: Class 30 contains 1143 members 
Mstep: Class 31 contains 9368 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142950416.000000 Penalty: 110053.570312
Iteration 204Q: 33 clusters Score -1.429504e+08 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 3 contains 120485 members 
Mstep: Class 4 contains 7544 members 
Mstep: Class 5 contains 128376 members 
Mstep: Class 6 contains 31636 members 
Mstep: Class 7 contains 46915 members 
Mstep: Class 8 contains 17675 members 
Mstep: Class 9 contains 135490 members 
Mstep: Class 10 contains 8404 members 
Mstep: Class 11 contains 21275 members 
Mstep: Class 12 contains 48128 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 26317 members 
Mstep: Class 15 contains 78928 members 
Mstep: Class 16 contains 8295 members 
Mstep: Class 17 contains 5585 members 
Mstep: Class 18 contains 7669 members 
Mstep: Class 19 contains 43291 members 
Mstep: Class 20 contains 132848 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 32353 members 
Mstep: Class 23 contains 5974 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 30118 members 
Mstep: Class 26 contains 6518 members 
Mstep: Class 27 contains 5587 members 
Mstep: Class 28 contains 15436 members 
Mstep: Class 29 contains 66426 members 
Mstep: Class 30 contains 1142 members 
Mstep: Class 31 contains 9387 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142951024.000000 Penalty: 110053.570312
Iteration 205Q: 33 clusters Score -1.42951e+08 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 3 contains 120158 members 
Mstep: Class 4 contains 7547 members 
Mstep: Class 5 contains 128181 members 
Mstep: Class 6 contains 31584 members 
Mstep: Class 7 contains 46941 members 
Mstep: Class 8 contains 17668 members 
Mstep: Class 9 contains 135317 members 
Mstep: Class 10 contains 8397 members 
Mstep: Class 11 contains 21282 members 
Mstep: Class 12 contains 48069 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 26305 members 
Mstep: Class 15 contains 79993 members 
Mstep: Class 16 contains 8290 members 
Mstep: Class 17 contains 5584 members 
Mstep: Class 18 contains 7665 members 
Mstep: Class 19 contains 43274 members 
Mstep: Class 20 contains 132615 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 32283 members 
Mstep: Class 23 contains 5972 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 30166 members 
Mstep: Class 26 contains 6519 members 
Mstep: Class 27 contains 5592 members 
Mstep: Class 28 contains 15438 members 
Mstep: Class 29 contains 66414 members 
Mstep: Class 30 contains 1141 members 
Mstep: Class 31 contains 9407 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142951024.000000 Penalty: 110053.570312
Iteration 206Q: 33 clusters Score -1.42951e+08 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2662 members 
Mstep: Class 3 contains 119834 members 
Mstep: Class 4 contains 7548 members 
Mstep: Class 5 contains 127978 members 
Mstep: Class 6 contains 31528 members 
Mstep: Class 7 contains 46977 members 
Mstep: Class 8 contains 17669 members 
Mstep: Class 9 contains 135114 members 
Mstep: Class 10 contains 8386 members 
Mstep: Class 11 contains 21275 members 
Mstep: Class 12 contains 47987 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 26298 members 
Mstep: Class 15 contains 81122 members 
Mstep: Class 16 contains 8291 members 
Mstep: Class 17 contains 5585 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 43264 members 
Mstep: Class 20 contains 132353 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 32221 members 
Mstep: Class 23 contains 5973 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 30215 members 
Mstep: Class 26 contains 6519 members 
Mstep: Class 27 contains 5597 members 
Mstep: Class 28 contains 15437 members 
Mstep: Class 29 contains 66403 members 
Mstep: Class 30 contains 1139 members 
Mstep: Class 31 contains 9426 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142950880.000000 Penalty: 110053.570312
Iteration 207Q: 33 clusters Score -1.429509e+08 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2663 members 
Mstep: Class 3 contains 119499 members 
Mstep: Class 4 contains 7544 members 
Mstep: Class 5 contains 127731 members 
Mstep: Class 6 contains 31457 members 
Mstep: Class 7 contains 47016 members 
Mstep: Class 8 contains 17663 members 
Mstep: Class 9 contains 134868 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 21271 members 
Mstep: Class 12 contains 47881 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 26291 members 
Mstep: Class 15 contains 82384 members 
Mstep: Class 16 contains 8293 members 
Mstep: Class 17 contains 5587 members 
Mstep: Class 18 contains 7657 members 
Mstep: Class 19 contains 43245 members 
Mstep: Class 20 contains 132097 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 32160 members 
Mstep: Class 23 contains 5974 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 30280 members 
Mstep: Class 26 contains 6520 members 
Mstep: Class 27 contains 5598 members 
Mstep: Class 28 contains 15437 members 
Mstep: Class 29 contains 66385 members 
Mstep: Class 30 contains 1141 members 
Mstep: Class 31 contains 9440 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142950880.000000 Penalty: 110053.570312
Iteration 208Q: 33 clusters Score -1.429509e+08 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2663 members 
Mstep: Class 3 contains 119165 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 127417 members 
Mstep: Class 6 contains 31390 members 
Mstep: Class 7 contains 47053 members 
Mstep: Class 8 contains 17666 members 
Mstep: Class 9 contains 134645 members 
Mstep: Class 10 contains 8379 members 
Mstep: Class 11 contains 21273 members 
Mstep: Class 12 contains 47773 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 26283 members 
Mstep: Class 15 contains 83699 members 
Mstep: Class 16 contains 8289 members 
Mstep: Class 17 contains 5587 members 
Mstep: Class 18 contains 7653 members 
Mstep: Class 19 contains 43223 members 
Mstep: Class 20 contains 131793 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 32101 members 
Mstep: Class 23 contains 5975 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 30365 members 
Mstep: Class 26 contains 6520 members 
Mstep: Class 27 contains 5599 members 
Mstep: Class 28 contains 15441 members 
Mstep: Class 29 contains 66375 members 
Mstep: Class 30 contains 1140 members 
Mstep: Class 31 contains 9453 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142950912.000000 Penalty: 110053.570312
Iteration 209Q: 33 clusters Score -1.429509e+08 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2662 members 
Mstep: Class 3 contains 118815 members 
Mstep: Class 4 contains 7542 members 
Mstep: Class 5 contains 127130 members 
Mstep: Class 6 contains 31324 members 
Mstep: Class 7 contains 47098 members 
Mstep: Class 8 contains 17667 members 
Mstep: Class 9 contains 134387 members 
Mstep: Class 10 contains 8377 members 
Mstep: Class 11 contains 21275 members 
Mstep: Class 12 contains 47648 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 26274 members 
Mstep: Class 15 contains 85056 members 
Mstep: Class 16 contains 8290 members 
Mstep: Class 17 contains 5588 members 
Mstep: Class 18 contains 7646 members 
Mstep: Class 19 contains 43196 members 
Mstep: Class 20 contains 131498 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 32052 members 
Mstep: Class 23 contains 5978 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 30446 members 
Mstep: Class 26 contains 6519 members 
Mstep: Class 27 contains 5601 members 
Mstep: Class 28 contains 15443 members 
Mstep: Class 29 contains 66345 members 
Mstep: Class 30 contains 1144 members 
Mstep: Class 31 contains 9463 members 
Mstep: Class 32 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142950864.000000 Penalty: 110053.570312
Iteration 210Q: 33 clusters Score -1.429509e+08 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2662 members 
Mstep: Class 3 contains 118438 members 
Mstep: Class 4 contains 7546 members 
Mstep: Class 5 contains 126833 members 
Mstep: Class 6 contains 31251 members 
Mstep: Class 7 contains 47157 members 
Mstep: Class 8 contains 17661 members 
Mstep: Class 9 contains 134147 members 
Mstep: Class 10 contains 8378 members 
Mstep: Class 11 contains 21287 members 
Mstep: Class 12 contains 47530 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 26268 members 
Mstep: Class 15 contains 86459 members 
Mstep: Class 16 contains 8283 members 
Mstep: Class 17 contains 5587 members 
Mstep: Class 18 contains 7639 members 
Mstep: Class 19 contains 43173 members 
Mstep: Class 20 contains 131168 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31994 members 
Mstep: Class 23 contains 5977 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 30513 members 
Mstep: Class 26 contains 6517 members 
Mstep: Class 27 contains 5605 members 
Mstep: Class 28 contains 15443 members 
Mstep: Class 29 contains 66329 members 
Mstep: Class 30 contains 1147 members 
Mstep: Class 31 contains 9472 members 
Mstep: Class 32 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142951296.000000 Penalty: 110053.570312
Iteration 211Q: 33 clusters Score -1.429513e+08 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 3 contains 118078 members 
Mstep: Class 4 contains 7547 members 
Mstep: Class 5 contains 126525 members 
Mstep: Class 6 contains 31168 members 
Mstep: Class 7 contains 47220 members 
Mstep: Class 8 contains 17655 members 
Mstep: Class 9 contains 133881 members 
Mstep: Class 10 contains 8379 members 
Mstep: Class 11 contains 21285 members 
Mstep: Class 12 contains 47414 members 
Mstep: Class 13 contains 604 members 
Mstep: Class 14 contains 26261 members 
Mstep: Class 15 contains 87936 members 
Mstep: Class 16 contains 8280 members 
Mstep: Class 17 contains 5588 members 
Mstep: Class 18 contains 7633 members 
Mstep: Class 19 contains 43147 members 
Mstep: Class 20 contains 130799 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31933 members 
Mstep: Class 23 contains 5977 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 30563 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 5608 members 
Mstep: Class 28 contains 15442 members 
Mstep: Class 29 contains 66339 members 
Mstep: Class 30 contains 1150 members 
Mstep: Class 31 contains 9481 members 
Mstep: Class 32 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142951392.000000 Penalty: 110053.570312
Iteration 212Q: 33 clusters Score -1.429514e+08 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2658 members 
Mstep: Class 3 contains 117716 members 
Mstep: Class 4 contains 7550 members 
Mstep: Class 5 contains 126153 members 
Mstep: Class 6 contains 31072 members 
Mstep: Class 7 contains 47293 members 
Mstep: Class 8 contains 17649 members 
Mstep: Class 9 contains 133682 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 21280 members 
Mstep: Class 12 contains 47282 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 26255 members 
Mstep: Class 15 contains 89456 members 
Mstep: Class 16 contains 8279 members 
Mstep: Class 17 contains 5589 members 
Mstep: Class 18 contains 7623 members 
Mstep: Class 19 contains 43128 members 
Mstep: Class 20 contains 130437 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31849 members 
Mstep: Class 23 contains 5978 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 30621 members 
Mstep: Class 26 contains 6515 members 
Mstep: Class 27 contains 5611 members 
Mstep: Class 28 contains 15444 members 
Mstep: Class 29 contains 66330 members 
Mstep: Class 30 contains 1150 members 
Mstep: Class 31 contains 9485 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142951648.000000 Penalty: 110053.570312
Iteration 213Q: 33 clusters Score -1.429516e+08 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2657 members 
Mstep: Class 3 contains 117331 members 
Mstep: Class 4 contains 7548 members 
Mstep: Class 5 contains 125749 members 
Mstep: Class 6 contains 30988 members 
Mstep: Class 7 contains 47347 members 
Mstep: Class 8 contains 17644 members 
Mstep: Class 9 contains 133470 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 21272 members 
Mstep: Class 12 contains 47159 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 26251 members 
Mstep: Class 15 contains 91075 members 
Mstep: Class 16 contains 8279 members 
Mstep: Class 17 contains 5590 members 
Mstep: Class 18 contains 7616 members 
Mstep: Class 19 contains 43102 members 
Mstep: Class 20 contains 130057 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31767 members 
Mstep: Class 23 contains 5979 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 30694 members 
Mstep: Class 26 contains 6514 members 
Mstep: Class 27 contains 5617 members 
Mstep: Class 28 contains 15446 members 
Mstep: Class 29 contains 66298 members 
Mstep: Class 30 contains 1150 members 
Mstep: Class 31 contains 9485 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142951920.000000 Penalty: 110053.570312
Iteration 214Q: 33 clusters Score -1.429519e+08 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2658 members 
Mstep: Class 3 contains 116945 members 
Mstep: Class 4 contains 7546 members 
Mstep: Class 5 contains 125322 members 
Mstep: Class 6 contains 30894 members 
Mstep: Class 7 contains 47373 members 
Mstep: Class 8 contains 17644 members 
Mstep: Class 9 contains 133286 members 
Mstep: Class 10 contains 8380 members 
Mstep: Class 11 contains 21290 members 
Mstep: Class 12 contains 47027 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26237 members 
Mstep: Class 15 contains 92769 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 5589 members 
Mstep: Class 18 contains 7608 members 
Mstep: Class 19 contains 43078 members 
Mstep: Class 20 contains 129673 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31682 members 
Mstep: Class 23 contains 5977 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 30761 members 
Mstep: Class 26 contains 6518 members 
Mstep: Class 27 contains 5624 members 
Mstep: Class 28 contains 15446 members 
Mstep: Class 29 contains 66227 members 
Mstep: Class 30 contains 1152 members 
Mstep: Class 31 contains 9489 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142952560.000000 Penalty: 110053.570312
Iteration 215Q: 33 clusters Score -1.429526e+08 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2656 members 
Mstep: Class 3 contains 116472 members 
Mstep: Class 4 contains 7546 members 
Mstep: Class 5 contains 124940 members 
Mstep: Class 6 contains 30789 members 
Mstep: Class 7 contains 47409 members 
Mstep: Class 8 contains 17638 members 
Mstep: Class 9 contains 133100 members 
Mstep: Class 10 contains 8379 members 
Mstep: Class 11 contains 21291 members 
Mstep: Class 12 contains 46889 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26225 members 
Mstep: Class 15 contains 94519 members 
Mstep: Class 16 contains 8270 members 
Mstep: Class 17 contains 5586 members 
Mstep: Class 18 contains 7605 members 
Mstep: Class 19 contains 43049 members 
Mstep: Class 20 contains 129292 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31607 members 
Mstep: Class 23 contains 5977 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 30823 members 
Mstep: Class 26 contains 6521 members 
Mstep: Class 27 contains 5627 members 
Mstep: Class 28 contains 15447 members 
Mstep: Class 29 contains 66166 members 
Mstep: Class 30 contains 1151 members 
Mstep: Class 31 contains 9493 members 
Mstep: Class 32 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 216Q: 33 clusters Score -1.429526e+08 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2657 members 
Mstep: Class 3 contains 115982 members 
Mstep: Class 4 contains 7548 members 
Mstep: Class 5 contains 124573 members 
Mstep: Class 6 contains 30680 members 
Mstep: Class 7 contains 47463 members 
Mstep: Class 8 contains 17640 members 
Mstep: Class 9 contains 132889 members 
Mstep: Class 10 contains 8383 members 
Mstep: Class 11 contains 21280 members 
Mstep: Class 12 contains 46754 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26210 members 
Mstep: Class 15 contains 96266 members 
Mstep: Class 16 contains 8268 members 
Mstep: Class 17 contains 5582 members 
Mstep: Class 18 contains 7601 members 
Mstep: Class 19 contains 43015 members 
Mstep: Class 20 contains 128947 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31511 members 
Mstep: Class 23 contains 5977 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 30883 members 
Mstep: Class 26 contains 6522 members 
Mstep: Class 27 contains 5629 members 
Mstep: Class 28 contains 15447 members 
Mstep: Class 29 contains 66114 members 
Mstep: Class 30 contains 1150 members 
Mstep: Class 31 contains 9496 members 
Mstep: Class 32 contains 1258 members 
Entering Unmasked Estep 
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Iteration 217Q: 33 clusters Score -1.429533e+08 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2656 members 
Mstep: Class 3 contains 115511 members 
Mstep: Class 4 contains 7548 members 
Mstep: Class 5 contains 124125 members 
Mstep: Class 6 contains 30582 members 
Mstep: Class 7 contains 47518 members 
Mstep: Class 8 contains 17640 members 
Mstep: Class 9 contains 132693 members 
Mstep: Class 10 contains 8387 members 
Mstep: Class 11 contains 21282 members 
Mstep: Class 12 contains 46605 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26200 members 
Mstep: Class 15 contains 98066 members 
Mstep: Class 16 contains 8262 members 
Mstep: Class 17 contains 5580 members 
Mstep: Class 18 contains 7596 members 
Mstep: Class 19 contains 42985 members 
Mstep: Class 20 contains 128598 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31414 members 
Mstep: Class 23 contains 5975 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 30947 members 
Mstep: Class 26 contains 6523 members 
Mstep: Class 27 contains 5634 members 
Mstep: Class 28 contains 15447 members 
Mstep: Class 29 contains 66044 members 
Mstep: Class 30 contains 1150 members 
Mstep: Class 31 contains 9499 members 
Mstep: Class 32 contains 1258 members 
Entering Unmasked Estep 
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Iteration 218Q: 33 clusters Score -1.429535e+08 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2656 members 
Mstep: Class 3 contains 115044 members 
Mstep: Class 4 contains 7549 members 
Mstep: Class 5 contains 123652 members 
Mstep: Class 6 contains 30477 members 
Mstep: Class 7 contains 47580 members 
Mstep: Class 8 contains 17635 members 
Mstep: Class 9 contains 132447 members 
Mstep: Class 10 contains 8387 members 
Mstep: Class 11 contains 21294 members 
Mstep: Class 12 contains 46447 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26182 members 
Mstep: Class 15 contains 99924 members 
Mstep: Class 16 contains 8260 members 
Mstep: Class 17 contains 5578 members 
Mstep: Class 18 contains 7595 members 
Mstep: Class 19 contains 42949 members 
Mstep: Class 20 contains 128258 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31323 members 
Mstep: Class 23 contains 5976 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 31018 members 
Mstep: Class 26 contains 6525 members 
Mstep: Class 27 contains 5634 members 
Mstep: Class 28 contains 15446 members 
Mstep: Class 29 contains 65976 members 
Mstep: Class 30 contains 1150 members 
Mstep: Class 31 contains 9505 members 
Mstep: Class 32 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142953712.000000 Penalty: 110053.570312
Iteration 219Q: 33 clusters Score -1.429537e+08 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2656 members 
Mstep: Class 3 contains 114609 members 
Mstep: Class 4 contains 7548 members 
Mstep: Class 5 contains 123156 members 
Mstep: Class 6 contains 30356 members 
Mstep: Class 7 contains 47637 members 
Mstep: Class 8 contains 17637 members 
Mstep: Class 9 contains 132149 members 
Mstep: Class 10 contains 8384 members 
Mstep: Class 11 contains 21297 members 
Mstep: Class 12 contains 46297 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26176 members 
Mstep: Class 15 contains 101864 members 
Mstep: Class 16 contains 8255 members 
Mstep: Class 17 contains 5576 members 
Mstep: Class 18 contains 7594 members 
Mstep: Class 19 contains 42906 members 
Mstep: Class 20 contains 127872 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31234 members 
Mstep: Class 23 contains 5976 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 31108 members 
Mstep: Class 26 contains 6525 members 
Mstep: Class 27 contains 5634 members 
Mstep: Class 28 contains 15443 members 
Mstep: Class 29 contains 65917 members 
Mstep: Class 30 contains 1151 members 
Mstep: Class 31 contains 9510 members 
Mstep: Class 32 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142953968.000000 Penalty: 110053.570312
Iteration 220F: 33 clusters Score -1.42954e+08 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2656 members 
Mstep: Class 3 contains 114400 members 
Mstep: Class 4 contains 7549 members 
Mstep: Class 5 contains 122583 members 
Mstep: Class 6 contains 30239 members 
Mstep: Class 7 contains 47692 members 
Mstep: Class 8 contains 17636 members 
Mstep: Class 9 contains 131806 members 
Mstep: Class 10 contains 8378 members 
Mstep: Class 11 contains 21292 members 
Mstep: Class 12 contains 46139 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26168 members 
Mstep: Class 15 contains 103757 members 
Mstep: Class 16 contains 8249 members 
Mstep: Class 17 contains 5577 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 42857 members 
Mstep: Class 20 contains 127428 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31152 members 
Mstep: Class 23 contains 5978 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 31180 members 
Mstep: Class 26 contains 6526 members 
Mstep: Class 27 contains 5635 members 
Mstep: Class 28 contains 15442 members 
Mstep: Class 29 contains 65886 members 
Mstep: Class 30 contains 1150 members 
Mstep: Class 31 contains 9521 members 
Mstep: Class 32 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954640.000000 Penalty: 110053.570312
Iteration 221Q: 33 clusters Score -1.429546e+08 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2656 members 
Mstep: Class 3 contains 114357 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 122009 members 
Mstep: Class 6 contains 30089 members 
Mstep: Class 7 contains 47731 members 
Mstep: Class 8 contains 17646 members 
Mstep: Class 9 contains 131362 members 
Mstep: Class 10 contains 8376 members 
Mstep: Class 11 contains 21306 members 
Mstep: Class 12 contains 45947 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26156 members 
Mstep: Class 15 contains 105754 members 
Mstep: Class 16 contains 8237 members 
Mstep: Class 17 contains 5577 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 42811 members 
Mstep: Class 20 contains 126925 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31040 members 
Mstep: Class 23 contains 5978 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 31230 members 
Mstep: Class 26 contains 6526 members 
Mstep: Class 27 contains 5635 members 
Mstep: Class 28 contains 15443 members 
Mstep: Class 29 contains 65856 members 
Mstep: Class 30 contains 1150 members 
Mstep: Class 31 contains 9525 members 
Mstep: Class 32 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142955296.000000 Penalty: 110053.570312
Iteration 222Q: 33 clusters Score -1.429553e+08 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2654 members 
Mstep: Class 3 contains 114484 members 
Mstep: Class 4 contains 7556 members 
Mstep: Class 5 contains 121402 members 
Mstep: Class 6 contains 29926 members 
Mstep: Class 7 contains 47767 members 
Mstep: Class 8 contains 17647 members 
Mstep: Class 9 contains 130779 members 
Mstep: Class 10 contains 8371 members 
Mstep: Class 11 contains 21316 members 
Mstep: Class 12 contains 45770 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26145 members 
Mstep: Class 15 contains 107850 members 
Mstep: Class 16 contains 8232 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7587 members 
Mstep: Class 19 contains 42766 members 
Mstep: Class 20 contains 126351 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 30894 members 
Mstep: Class 23 contains 5977 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 31269 members 
Mstep: Class 26 contains 6526 members 
Mstep: Class 27 contains 5636 members 
Mstep: Class 28 contains 15445 members 
Mstep: Class 29 contains 65854 members 
Mstep: Class 30 contains 1150 members 
Mstep: Class 31 contains 9538 members 
Mstep: Class 32 contains 1261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142955168.000000 Penalty: 110053.570312
Iteration 223Q: 33 clusters Score -1.429552e+08 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2656 members 
Mstep: Class 3 contains 114753 members 
Mstep: Class 4 contains 7557 members 
Mstep: Class 5 contains 120693 members 
Mstep: Class 6 contains 29726 members 
Mstep: Class 7 contains 47786 members 
Mstep: Class 8 contains 17636 members 
Mstep: Class 9 contains 130093 members 
Mstep: Class 10 contains 8372 members 
Mstep: Class 11 contains 21328 members 
Mstep: Class 12 contains 45575 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26125 members 
Mstep: Class 15 contains 110092 members 
Mstep: Class 16 contains 8231 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 7581 members 
Mstep: Class 19 contains 42722 members 
Mstep: Class 20 contains 125796 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 30737 members 
Mstep: Class 23 contains 5976 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 31307 members 
Mstep: Class 26 contains 6526 members 
Mstep: Class 27 contains 5636 members 
Mstep: Class 28 contains 15446 members 
Mstep: Class 29 contains 65845 members 
Mstep: Class 30 contains 1150 members 
Mstep: Class 31 contains 9548 members 
Mstep: Class 32 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142955488.000000 Penalty: 110053.570312
Iteration 224Q: 33 clusters Score -1.429555e+08 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2655 members 
Mstep: Class 3 contains 115118 members 
Mstep: Class 4 contains 7560 members 
Mstep: Class 5 contains 119829 members 
Mstep: Class 6 contains 29522 members 
Mstep: Class 7 contains 47806 members 
Mstep: Class 8 contains 17625 members 
Mstep: Class 9 contains 129295 members 
Mstep: Class 10 contains 8373 members 
Mstep: Class 11 contains 21351 members 
Mstep: Class 12 contains 45363 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26111 members 
Mstep: Class 15 contains 112470 members 
Mstep: Class 16 contains 8233 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 7574 members 
Mstep: Class 19 contains 42670 members 
Mstep: Class 20 contains 125268 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 30584 members 
Mstep: Class 23 contains 5975 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 31346 members 
Mstep: Class 26 contains 6526 members 
Mstep: Class 27 contains 5636 members 
Mstep: Class 28 contains 15446 members 
Mstep: Class 29 contains 65855 members 
Mstep: Class 30 contains 1149 members 
Mstep: Class 31 contains 9553 members 
Mstep: Class 32 contains 1264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142955280.000000 Penalty: 110053.570312
Iteration 225Q: 33 clusters Score -1.429553e+08 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2655 members 
Mstep: Class 3 contains 115607 members 
Mstep: Class 4 contains 7559 members 
Mstep: Class 5 contains 118851 members 
Mstep: Class 6 contains 29319 members 
Mstep: Class 7 contains 47817 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 128340 members 
Mstep: Class 10 contains 8374 members 
Mstep: Class 11 contains 21388 members 
Mstep: Class 12 contains 45135 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26102 members 
Mstep: Class 15 contains 115057 members 
Mstep: Class 16 contains 8233 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 7563 members 
Mstep: Class 19 contains 42626 members 
Mstep: Class 20 contains 124692 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 30416 members 
Mstep: Class 23 contains 5976 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 31387 members 
Mstep: Class 26 contains 6527 members 
Mstep: Class 27 contains 5640 members 
Mstep: Class 28 contains 15446 members 
Mstep: Class 29 contains 65858 members 
Mstep: Class 30 contains 1148 members 
Mstep: Class 31 contains 9555 members 
Mstep: Class 32 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142955472.000000 Penalty: 110053.570312
Iteration 226Q: 33 clusters Score -1.429555e+08 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2654 members 
Mstep: Class 3 contains 116407 members 
Mstep: Class 4 contains 7559 members 
Mstep: Class 5 contains 117818 members 
Mstep: Class 6 contains 29103 members 
Mstep: Class 7 contains 47801 members 
Mstep: Class 8 contains 17629 members 
Mstep: Class 9 contains 127292 members 
Mstep: Class 10 contains 8374 members 
Mstep: Class 11 contains 21400 members 
Mstep: Class 12 contains 44889 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26096 members 
Mstep: Class 15 contains 117690 members 
Mstep: Class 16 contains 8233 members 
Mstep: Class 17 contains 5565 members 
Mstep: Class 18 contains 7551 members 
Mstep: Class 19 contains 42569 members 
Mstep: Class 20 contains 124020 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 30222 members 
Mstep: Class 23 contains 5977 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 31426 members 
Mstep: Class 26 contains 6529 members 
Mstep: Class 27 contains 5641 members 
Mstep: Class 28 contains 15447 members 
Mstep: Class 29 contains 65866 members 
Mstep: Class 30 contains 1147 members 
Mstep: Class 31 contains 9557 members 
Mstep: Class 32 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956272.000000 Penalty: 110053.570312
Iteration 227Q: 33 clusters Score -1.429563e+08 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2652 members 
Mstep: Class 3 contains 117451 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 116688 members 
Mstep: Class 6 contains 28903 members 
Mstep: Class 7 contains 47780 members 
Mstep: Class 8 contains 17640 members 
Mstep: Class 9 contains 126025 members 
Mstep: Class 10 contains 8371 members 
Mstep: Class 11 contains 21401 members 
Mstep: Class 12 contains 44667 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26084 members 
Mstep: Class 15 contains 120370 members 
Mstep: Class 16 contains 8222 members 
Mstep: Class 17 contains 5559 members 
Mstep: Class 18 contains 7542 members 
Mstep: Class 19 contains 42511 members 
Mstep: Class 20 contains 123327 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 30024 members 
Mstep: Class 23 contains 5982 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 31495 members 
Mstep: Class 26 contains 6532 members 
Mstep: Class 27 contains 5641 members 
Mstep: Class 28 contains 15448 members 
Mstep: Class 29 contains 65889 members 
Mstep: Class 30 contains 1147 members 
Mstep: Class 31 contains 9556 members 
Mstep: Class 32 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956256.000000 Penalty: 110053.570312
Iteration 228Q: 33 clusters Score -1.429563e+08 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2653 members 
Mstep: Class 3 contains 118934 members 
Mstep: Class 4 contains 7556 members 
Mstep: Class 5 contains 115458 members 
Mstep: Class 6 contains 28693 members 
Mstep: Class 7 contains 47728 members 
Mstep: Class 8 contains 17640 members 
Mstep: Class 9 contains 124523 members 
Mstep: Class 10 contains 8375 members 
Mstep: Class 11 contains 21426 members 
Mstep: Class 12 contains 44450 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 26076 members 
Mstep: Class 15 contains 122972 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 5550 members 
Mstep: Class 18 contains 7533 members 
Mstep: Class 19 contains 42445 members 
Mstep: Class 20 contains 122545 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 29853 members 
Mstep: Class 23 contains 5986 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 31560 members 
Mstep: Class 26 contains 6535 members 
Mstep: Class 27 contains 5644 members 
Mstep: Class 28 contains 15449 members 
Mstep: Class 29 contains 65961 members 
Mstep: Class 30 contains 1144 members 
Mstep: Class 31 contains 9556 members 
Mstep: Class 32 contains 1266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956272.000000 Penalty: 110053.570312
Iteration 229Q: 33 clusters Score -1.429563e+08 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2652 members 
Mstep: Class 3 contains 120681 members 
Mstep: Class 4 contains 7554 members 
Mstep: Class 5 contains 113988 members 
Mstep: Class 6 contains 28485 members 
Mstep: Class 7 contains 47653 members 
Mstep: Class 8 contains 17655 members 
Mstep: Class 9 contains 122920 members 
Mstep: Class 10 contains 8376 members 
Mstep: Class 11 contains 21438 members 
Mstep: Class 12 contains 44204 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 26067 members 
Mstep: Class 15 contains 125796 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 5535 members 
Mstep: Class 18 contains 7522 members 
Mstep: Class 19 contains 42378 members 
Mstep: Class 20 contains 121677 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 29660 members 
Mstep: Class 23 contains 5989 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 31648 members 
Mstep: Class 26 contains 6537 members 
Mstep: Class 27 contains 5645 members 
Mstep: Class 28 contains 15450 members 
Mstep: Class 29 contains 66026 members 
Mstep: Class 30 contains 1144 members 
Mstep: Class 31 contains 9561 members 
Mstep: Class 32 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142955728.000000 Penalty: 110053.570312
Iteration 230Q: 33 clusters Score -1.429557e+08 nChanged 9830
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2655 members 
Mstep: Class 3 contains 122684 members 
Mstep: Class 4 contains 7553 members 
Mstep: Class 5 contains 112409 members 
Mstep: Class 6 contains 28263 members 
Mstep: Class 7 contains 47553 members 
Mstep: Class 8 contains 17669 members 
Mstep: Class 9 contains 121299 members 
Mstep: Class 10 contains 8376 members 
Mstep: Class 11 contains 21431 members 
Mstep: Class 12 contains 43969 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 26066 members 
Mstep: Class 15 contains 128456 members 
Mstep: Class 16 contains 8199 members 
Mstep: Class 17 contains 5523 members 
Mstep: Class 18 contains 7507 members 
Mstep: Class 19 contains 42310 members 
Mstep: Class 20 contains 120918 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 29429 members 
Mstep: Class 23 contains 5990 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 31757 members 
Mstep: Class 26 contains 6540 members 
Mstep: Class 27 contains 5645 members 
Mstep: Class 28 contains 15451 members 
Mstep: Class 29 contains 66101 members 
Mstep: Class 30 contains 1144 members 
Mstep: Class 31 contains 9565 members 
Mstep: Class 32 contains 1266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954400.000000 Penalty: 110053.570312
Iteration 231Q: 33 clusters Score -1.429544e+08 nChanged 10443
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2655 members 
Mstep: Class 3 contains 124726 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 110777 members 
Mstep: Class 6 contains 28086 members 
Mstep: Class 7 contains 47466 members 
Mstep: Class 8 contains 17685 members 
Mstep: Class 9 contains 119602 members 
Mstep: Class 10 contains 8377 members 
Mstep: Class 11 contains 21442 members 
Mstep: Class 12 contains 43753 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26057 members 
Mstep: Class 15 contains 130885 members 
Mstep: Class 16 contains 8183 members 
Mstep: Class 17 contains 5507 members 
Mstep: Class 18 contains 7496 members 
Mstep: Class 19 contains 42255 members 
Mstep: Class 20 contains 120261 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 29261 members 
Mstep: Class 23 contains 5986 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 31871 members 
Mstep: Class 26 contains 6542 members 
Mstep: Class 27 contains 5646 members 
Mstep: Class 28 contains 15452 members 
Mstep: Class 29 contains 66224 members 
Mstep: Class 30 contains 1143 members 
Mstep: Class 31 contains 9571 members 
Mstep: Class 32 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954752.000000 Penalty: 110053.570312
Iteration 232Q: 33 clusters Score -1.429548e+08 nChanged 11024
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2655 members 
Mstep: Class 3 contains 126898 members 
Mstep: Class 4 contains 7553 members 
Mstep: Class 5 contains 109181 members 
Mstep: Class 6 contains 27917 members 
Mstep: Class 7 contains 47379 members 
Mstep: Class 8 contains 17680 members 
Mstep: Class 9 contains 117888 members 
Mstep: Class 10 contains 8378 members 
Mstep: Class 11 contains 21448 members 
Mstep: Class 12 contains 43592 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26041 members 
Mstep: Class 15 contains 133100 members 
Mstep: Class 16 contains 8171 members 
Mstep: Class 17 contains 5496 members 
Mstep: Class 18 contains 7480 members 
Mstep: Class 19 contains 42185 members 
Mstep: Class 20 contains 119682 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 29082 members 
Mstep: Class 23 contains 5980 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 31976 members 
Mstep: Class 26 contains 6545 members 
Mstep: Class 27 contains 5647 members 
Mstep: Class 28 contains 15453 members 
Mstep: Class 29 contains 66344 members 
Mstep: Class 30 contains 1139 members 
Mstep: Class 31 contains 9576 members 
Mstep: Class 32 contains 1264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142953984.000000 Penalty: 110053.570312
Iteration 233Q: 33 clusters Score -1.42954e+08 nChanged 11292
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2658 members 
Mstep: Class 3 contains 129150 members 
Mstep: Class 4 contains 7556 members 
Mstep: Class 5 contains 107656 members 
Mstep: Class 6 contains 27759 members 
Mstep: Class 7 contains 47280 members 
Mstep: Class 8 contains 17689 members 
Mstep: Class 9 contains 116399 members 
Mstep: Class 10 contains 8375 members 
Mstep: Class 11 contains 21464 members 
Mstep: Class 12 contains 43495 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26028 members 
Mstep: Class 15 contains 134652 members 
Mstep: Class 16 contains 8149 members 
Mstep: Class 17 contains 5486 members 
Mstep: Class 18 contains 7468 members 
Mstep: Class 19 contains 42140 members 
Mstep: Class 20 contains 119219 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 28939 members 
Mstep: Class 23 contains 5979 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 32130 members 
Mstep: Class 26 contains 6546 members 
Mstep: Class 27 contains 5647 members 
Mstep: Class 28 contains 15454 members 
Mstep: Class 29 contains 66437 members 
Mstep: Class 30 contains 1140 members 
Mstep: Class 31 contains 9573 members 
Mstep: Class 32 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142952336.000000 Penalty: 110053.570312
Iteration 234Q: 33 clusters Score -1.429523e+08 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2659 members 
Mstep: Class 3 contains 131511 members 
Mstep: Class 4 contains 7566 members 
Mstep: Class 5 contains 106314 members 
Mstep: Class 6 contains 27637 members 
Mstep: Class 7 contains 47207 members 
Mstep: Class 8 contains 17688 members 
Mstep: Class 9 contains 115110 members 
Mstep: Class 10 contains 8377 members 
Mstep: Class 11 contains 21445 members 
Mstep: Class 12 contains 43455 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 26015 members 
Mstep: Class 15 contains 135344 members 
Mstep: Class 16 contains 8126 members 
Mstep: Class 17 contains 5478 members 
Mstep: Class 18 contains 7467 members 
Mstep: Class 19 contains 42105 members 
Mstep: Class 20 contains 118960 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 28822 members 
Mstep: Class 23 contains 5977 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 32312 members 
Mstep: Class 26 contains 6547 members 
Mstep: Class 27 contains 5651 members 
Mstep: Class 28 contains 15455 members 
Mstep: Class 29 contains 66522 members 
Mstep: Class 30 contains 1139 members 
Mstep: Class 31 contains 9578 members 
Mstep: Class 32 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 235Q: 33 clusters Score -1.429507e+08 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2660 members 
Mstep: Class 3 contains 133772 members 
Mstep: Class 4 contains 7569 members 
Mstep: Class 5 contains 105225 members 
Mstep: Class 6 contains 27557 members 
Mstep: Class 7 contains 47126 members 
Mstep: Class 8 contains 17701 members 
Mstep: Class 9 contains 114234 members 
Mstep: Class 10 contains 8378 members 
Mstep: Class 11 contains 21442 members 
Mstep: Class 12 contains 43420 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 26003 members 
Mstep: Class 15 contains 135109 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 5475 members 
Mstep: Class 18 contains 7458 members 
Mstep: Class 19 contains 42066 members 
Mstep: Class 20 contains 118911 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 28783 members 
Mstep: Class 23 contains 5973 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 32495 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 5655 members 
Mstep: Class 28 contains 15456 members 
Mstep: Class 29 contains 66619 members 
Mstep: Class 30 contains 1139 members 
Mstep: Class 31 contains 9588 members 
Mstep: Class 32 contains 1263 members 
Entering Unmasked Estep 
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Iteration 236Q: 33 clusters Score -1.429497e+08 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2660 members 
Mstep: Class 3 contains 136002 members 
Mstep: Class 4 contains 7566 members 
Mstep: Class 5 contains 104382 members 
Mstep: Class 6 contains 27527 members 
Mstep: Class 7 contains 47029 members 
Mstep: Class 8 contains 17697 members 
Mstep: Class 9 contains 113751 members 
Mstep: Class 10 contains 8375 members 
Mstep: Class 11 contains 21481 members 
Mstep: Class 12 contains 43418 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 25993 members 
Mstep: Class 15 contains 133931 members 
Mstep: Class 16 contains 8071 members 
Mstep: Class 17 contains 5465 members 
Mstep: Class 18 contains 7449 members 
Mstep: Class 19 contains 42033 members 
Mstep: Class 20 contains 119038 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 28795 members 
Mstep: Class 23 contains 5973 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 32704 members 
Mstep: Class 26 contains 6555 members 
Mstep: Class 27 contains 5659 members 
Mstep: Class 28 contains 15459 members 
Mstep: Class 29 contains 66725 members 
Mstep: Class 30 contains 1138 members 
Mstep: Class 31 contains 9591 members 
Mstep: Class 32 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 237Q: 33 clusters Score -1.429486e+08 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2660 members 
Mstep: Class 3 contains 138196 members 
Mstep: Class 4 contains 7569 members 
Mstep: Class 5 contains 103764 members 
Mstep: Class 6 contains 27548 members 
Mstep: Class 7 contains 46955 members 
Mstep: Class 8 contains 17691 members 
Mstep: Class 9 contains 113496 members 
Mstep: Class 10 contains 8373 members 
Mstep: Class 11 contains 21518 members 
Mstep: Class 12 contains 43461 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 25993 members 
Mstep: Class 15 contains 132107 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 5446 members 
Mstep: Class 18 contains 7443 members 
Mstep: Class 19 contains 42014 members 
Mstep: Class 20 contains 119338 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 28805 members 
Mstep: Class 23 contains 5976 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 32889 members 
Mstep: Class 26 contains 6556 members 
Mstep: Class 27 contains 5658 members 
Mstep: Class 28 contains 15460 members 
Mstep: Class 29 contains 66772 members 
Mstep: Class 30 contains 1140 members 
Mstep: Class 31 contains 9596 members 
Mstep: Class 32 contains 1264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948128.000000 Penalty: 110053.570312
Iteration 238Q: 33 clusters Score -1.429481e+08 nChanged 6495
Entering ConstructFrom: 
Score: -142948128.000000 Penalty: 110053.570312
Entering ConstructFrom: 
Trying to split cluster 1 (6023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Entering Unmasked Estep 
Score: -810980.750000 Penalty: 2158.428467
	Iteration 0F: 2 clusters Score -810980.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -805794.937500 Penalty: 4316.856934
	Iteration 0F: 3 clusters Score -805794.9 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -807047.250000 Penalty: 4316.856934
	Iteration 1F: 3 clusters Score -807047.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -807277.937500 Penalty: 4316.856934
	Iteration 2F: 3 clusters Score -807277.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -807465.187500 Penalty: 4316.856934
	Iteration 3F: 3 clusters Score -807465.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -807619.250000 Penalty: 4316.856934
	Iteration 4Q: 3 clusters Score -807619.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -807750.312500 Penalty: 4316.856934
	Iteration 5Q: 3 clusters Score -807750.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -807889.437500 Penalty: 4316.856934
	Iteration 6Q: 3 clusters Score -807889.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -808043.187500 Penalty: 4316.856934
	Iteration 7Q: 3 clusters Score -808043.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -808229.875000 Penalty: 4316.856934
	Iteration 8Q: 3 clusters Score -808229.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -808465.812500 Penalty: 4316.856934
	Iteration 9Q: 3 clusters Score -808465.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -808774.812500 Penalty: 4316.856934
	Iteration 10Q: 3 clusters Score -808774.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -809133.062500 Penalty: 4316.856934
	Iteration 11Q: 3 clusters Score -809133.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -809559.562500 Penalty: 4316.856934
	Iteration 12F: 3 clusters Score -809559.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -809971.625000 Penalty: 4316.856934
	Iteration 13F: 3 clusters Score -809971.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -810290.812500 Penalty: 4316.856934
	Iteration 14F: 3 clusters Score -810290.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -810523.750000 Penalty: 4316.856934
	Iteration 15Q: 3 clusters Score -810523.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -810733.375000 Penalty: 4316.856934
	Iteration 16Q: 3 clusters Score -810733.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -810906.000000 Penalty: 4316.856934
	Iteration 17Q: 3 clusters Score -810906 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -811071.250000 Penalty: 4316.856934
	Iteration 18Q: 3 clusters Score -811071.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -811268.500000 Penalty: 4316.856934
	Iteration 19Q: 3 clusters Score -811268.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -811406.562500 Penalty: 4316.856934
	Iteration 20F: 3 clusters Score -811406.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -811456.312500 Penalty: 4316.856934
	Iteration 21Q: 3 clusters Score -811456.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -811480.875000 Penalty: 4316.856934
	Iteration 22Q: 3 clusters Score -811480.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -811487.750000 Penalty: 4316.856934
	Iteration 23Q: 3 clusters Score -811487.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -811494.312500 Penalty: 4316.856934
	Iteration 24Q: 3 clusters Score -811494.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -811495.125000 Penalty: 4316.856934
	Iteration 25Q: 3 clusters Score -811495.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -811501.687500 Penalty: 4316.856934
	Iteration 26Q: 3 clusters Score -811501.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -811502.500000 Penalty: 4316.856934
	Iteration 27Q: 3 clusters Score -811502.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -811506.812500 Penalty: 4316.856934
	Iteration 28Q: 3 clusters Score -811506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -811510.312500 Penalty: 4316.856934
	Iteration 29Q: 3 clusters Score -811510.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -811508.937500 Penalty: 4316.856934
	Iteration 30Q: 3 clusters Score -811508.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -811508.937500 Penalty: 4316.856934
	Iteration 31F: 3 clusters Score -811508.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 3 contains 140250 members 
Mstep: Class 4 contains 7570 members 
Mstep: Class 5 contains 103331 members 
Mstep: Class 6 contains 27590 members 
Mstep: Class 7 contains 46857 members 
Mstep: Class 8 contains 17702 members 
Mstep: Class 9 contains 113437 members 
Mstep: Class 10 contains 8373 members 
Mstep: Class 11 contains 21543 members 
Mstep: Class 12 contains 43508 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 25992 members 
Mstep: Class 15 contains 129898 members 
Mstep: Class 16 contains 8013 members 
Mstep: Class 17 contains 5428 members 
Mstep: Class 18 contains 7441 members 
Mstep: Class 19 contains 41998 members 
Mstep: Class 20 contains 119769 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 28883 members 
Mstep: Class 23 contains 5979 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 33049 members 
Mstep: Class 26 contains 6555 members 
Mstep: Class 27 contains 5662 members 
Mstep: Class 28 contains 15460 members 
Mstep: Class 29 contains 66776 members 
Mstep: Class 30 contains 1143 members 
Mstep: Class 31 contains 9597 members 
Mstep: Class 32 contains 1265 members 
Mstep: Class 33 contains 2154 members 
Entering Unmasked Estep 
Score: -142947232.000000 Penalty: 113492.750000
Splitting cluster 1 changes total score from -142948128.000000 to -142947232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Entering Unmasked Estep 
Score: -350688.937500 Penalty: 1955.841431
	Iteration 0F: 2 clusters Score -350688.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -347681.781250 Penalty: 3911.682861
	Iteration 0F: 3 clusters Score -347681.8 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -348359.000000 Penalty: 3911.682861
	Iteration 1F: 3 clusters Score -348359 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -348560.968750 Penalty: 3911.682861
	Iteration 2F: 3 clusters Score -348561 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -348694.812500 Penalty: 3911.682861
	Iteration 3F: 3 clusters Score -348694.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -348770.437500 Penalty: 3911.682861
	Iteration 4Q: 3 clusters Score -348770.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -348822.875000 Penalty: 3911.682861
	Iteration 5Q: 3 clusters Score -348822.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -348849.843750 Penalty: 3911.682861
	Iteration 6Q: 3 clusters Score -348849.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -348871.562500 Penalty: 3911.682861
	Iteration 7Q: 3 clusters Score -348871.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -348889.406250 Penalty: 3911.682861
	Iteration 8Q: 3 clusters Score -348889.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -348900.843750 Penalty: 3911.682861
	Iteration 9Q: 3 clusters Score -348900.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -348913.750000 Penalty: 3911.682861
	Iteration 10Q: 3 clusters Score -348913.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -348923.718750 Penalty: 3911.682861
	Iteration 11Q: 3 clusters Score -348923.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -348932.406250 Penalty: 3911.682861
	Iteration 12Q: 3 clusters Score -348932.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -348941.687500 Penalty: 3911.682861
	Iteration 13Q: 3 clusters Score -348941.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -348956.593750 Penalty: 3911.682861
	Iteration 14Q: 3 clusters Score -348956.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -348968.218750 Penalty: 3911.682861
	Iteration 15Q: 3 clusters Score -348968.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -348978.593750 Penalty: 3911.682861
	Iteration 16Q: 3 clusters Score -348978.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -348986.312500 Penalty: 3911.682861
	Iteration 17Q: 3 clusters Score -348986.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -348994.343750 Penalty: 3911.682861
	Iteration 18Q: 3 clusters Score -348994.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -348998.656250 Penalty: 3911.682861
	Iteration 19Q: 3 clusters Score -348998.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -349003.750000 Penalty: 3911.682861
	Iteration 20F: 3 clusters Score -349003.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -349007.687500 Penalty: 3911.682861
	Iteration 21Q: 3 clusters Score -349007.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -349015.500000 Penalty: 3911.682861
	Iteration 22Q: 3 clusters Score -349015.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -349019.375000 Penalty: 3911.682861
	Iteration 23Q: 3 clusters Score -349019.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -349025.843750 Penalty: 3911.682861
	Iteration 24Q: 3 clusters Score -349025.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -349032.656250 Penalty: 3911.682861
	Iteration 25Q: 3 clusters Score -349032.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -349038.656250 Penalty: 3911.682861
	Iteration 26Q: 3 clusters Score -349038.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -349044.500000 Penalty: 3911.682861
	Iteration 27Q: 3 clusters Score -349044.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -349049.843750 Penalty: 3911.682861
	Iteration 28Q: 3 clusters Score -349049.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -349053.656250 Penalty: 3911.682861
	Iteration 29Q: 3 clusters Score -349053.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -349057.593750 Penalty: 3911.682861
	Iteration 30Q: 3 clusters Score -349057.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -349062.031250 Penalty: 3911.682861
	Iteration 31Q: 3 clusters Score -349062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -349065.312500 Penalty: 3911.682861
	Iteration 32Q: 3 clusters Score -349065.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -349066.781250 Penalty: 3911.682861
	Iteration 33Q: 3 clusters Score -349066.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -349068.593750 Penalty: 3911.682861
	Iteration 34Q: 3 clusters Score -349068.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -349069.843750 Penalty: 3911.682861
	Iteration 35Q: 3 clusters Score -349069.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -349070.562500 Penalty: 3911.682861
	Iteration 36Q: 3 clusters Score -349070.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -349070.937500 Penalty: 3911.682861
	Iteration 37Q: 3 clusters Score -349070.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -349072.812500 Penalty: 3911.682861
	Iteration 38Q: 3 clusters Score -349072.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -349072.812500 Penalty: 3911.682861
	Iteration 39Q: 3 clusters Score -349072.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -349074.937500 Penalty: 3911.682861
	Iteration 40F: 3 clusters Score -349074.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -349076.812500 Penalty: 3911.682861
	Iteration 41Q: 3 clusters Score -349076.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -349078.875000 Penalty: 3911.682861
	Iteration 42Q: 3 clusters Score -349078.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -349083.031250 Penalty: 3911.682861
	Iteration 43Q: 3 clusters Score -349083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -349087.875000 Penalty: 3911.682861
	Iteration 44Q: 3 clusters Score -349087.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -349091.343750 Penalty: 3911.682861
	Iteration 45Q: 3 clusters Score -349091.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -349098.562500 Penalty: 3911.682861
	Iteration 46Q: 3 clusters Score -349098.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -349104.125000 Penalty: 3911.682861
	Iteration 47Q: 3 clusters Score -349104.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -349105.625000 Penalty: 3911.682861
	Iteration 48Q: 3 clusters Score -349105.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -349106.312500 Penalty: 3911.682861
	Iteration 49Q: 3 clusters Score -349106.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -349106.781250 Penalty: 3911.682861
	Iteration 50Q: 3 clusters Score -349106.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -349107.562500 Penalty: 3911.682861
	Iteration 51Q: 3 clusters Score -349107.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -349108.437500 Penalty: 3911.682861
	Iteration 52Q: 3 clusters Score -349108.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -349108.500000 Penalty: 3911.682861
	Iteration 53Q: 3 clusters Score -349108.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -349108.500000 Penalty: 3911.682861
	Iteration 54F: 3 clusters Score -349108.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (140250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140250 members 
Entering Unmasked Estep 
Score: -19491424.000000 Penalty: 2939.093018
	Iteration 0F: 2 clusters Score -1.949142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69935 members 
Mstep: Class 2 contains 70315 members 
Entering Unmasked Estep 
Score: -19401180.000000 Penalty: 5878.186035
	Iteration 0F: 3 clusters Score -1.940118e+07 nChanged 66876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69821 members 
Mstep: Class 2 contains 70429 members 
Entering Unmasked Estep 
Score: -19439618.000000 Penalty: 5878.186035
	Iteration 1F: 3 clusters Score -1.943962e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69623 members 
Mstep: Class 2 contains 70627 members 
Entering Unmasked Estep 
Score: -19440202.000000 Penalty: 5878.186035
	Iteration 2Q: 3 clusters Score -1.94402e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69391 members 
Mstep: Class 2 contains 70859 members 
Entering Unmasked Estep 
Score: -19441038.000000 Penalty: 5878.186035
	Iteration 3Q: 3 clusters Score -1.944104e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68891 members 
Mstep: Class 2 contains 71359 members 
Entering Unmasked Estep 
Score: -19441918.000000 Penalty: 5878.186035
	Iteration 4Q: 3 clusters Score -1.944192e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68095 members 
Mstep: Class 2 contains 72155 members 
Entering Unmasked Estep 
Score: -19442846.000000 Penalty: 5878.186035
	Iteration 5Q: 3 clusters Score -1.944285e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66767 members 
Mstep: Class 2 contains 73483 members 
Entering Unmasked Estep 
Score: -19444092.000000 Penalty: 5878.186035
	Iteration 6Q: 3 clusters Score -1.944409e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64615 members 
Mstep: Class 2 contains 75635 members 
Entering Unmasked Estep 
Score: -19446078.000000 Penalty: 5878.186035
	Iteration 7Q: 3 clusters Score -1.944608e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61355 members 
Mstep: Class 2 contains 78895 members 
Entering Unmasked Estep 
Score: -19449170.000000 Penalty: 5878.186035
	Iteration 8Q: 3 clusters Score -1.944917e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57061 members 
Mstep: Class 2 contains 83189 members 
Entering Unmasked Estep 
Score: -19454392.000000 Penalty: 5878.186035
	Iteration 9Q: 3 clusters Score -1.945439e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52189 members 
Mstep: Class 2 contains 88061 members 
Entering Unmasked Estep 
Score: -19460428.000000 Penalty: 5878.186035
	Iteration 10F: 3 clusters Score -1.946043e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 92587 members 
Entering Unmasked Estep 
Score: -19465804.000000 Penalty: 5878.186035
	Iteration 11F: 3 clusters Score -1.94658e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 96556 members 
Entering Unmasked Estep 
Score: -19469802.000000 Penalty: 5878.186035
	Iteration 12Q: 3 clusters Score -1.94698e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 99882 members 
Entering Unmasked Estep 
Score: -19472806.000000 Penalty: 5878.186035
	Iteration 13Q: 3 clusters Score -1.947281e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 102746 members 
Entering Unmasked Estep 
Score: -19475036.000000 Penalty: 5878.186035
	Iteration 14Q: 3 clusters Score -1.947504e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 105019 members 
Entering Unmasked Estep 
Score: -19476696.000000 Penalty: 5878.186035
	Iteration 15Q: 3 clusters Score -1.94767e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 106995 members 
Entering Unmasked Estep 
Score: -19477928.000000 Penalty: 5878.186035
	Iteration 16Q: 3 clusters Score -1.947793e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 108784 members 
Entering Unmasked Estep 
Score: -19478938.000000 Penalty: 5878.186035
	Iteration 17Q: 3 clusters Score -1.947894e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 110387 members 
Entering Unmasked Estep 
Score: -19479546.000000 Penalty: 5878.186035
	Iteration 18Q: 3 clusters Score -1.947955e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 111865 members 
Entering Unmasked Estep 
Score: -19480058.000000 Penalty: 5878.186035
	Iteration 19Q: 3 clusters Score -1.948006e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 113304 members 
Entering Unmasked Estep 
Score: -19480542.000000 Penalty: 5878.186035
	Iteration 20F: 3 clusters Score -1.948054e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 114695 members 
Entering Unmasked Estep 
Score: -19480988.000000 Penalty: 5878.186035
	Iteration 21Q: 3 clusters Score -1.948099e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 116047 members 
Entering Unmasked Estep 
Score: -19481418.000000 Penalty: 5878.186035
	Iteration 22Q: 3 clusters Score -1.948142e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 117425 members 
Entering Unmasked Estep 
Score: -19481778.000000 Penalty: 5878.186035
	Iteration 23Q: 3 clusters Score -1.948178e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 118762 members 
Entering Unmasked Estep 
Score: -19482114.000000 Penalty: 5878.186035
	Iteration 24Q: 3 clusters Score -1.948211e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 120063 members 
Entering Unmasked Estep 
Score: -19482496.000000 Penalty: 5878.186035
	Iteration 25Q: 3 clusters Score -1.94825e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 121355 members 
Entering Unmasked Estep 
Score: -19482848.000000 Penalty: 5878.186035
	Iteration 26Q: 3 clusters Score -1.948285e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 122627 members 
Entering Unmasked Estep 
Score: -19483212.000000 Penalty: 5878.186035
	Iteration 27Q: 3 clusters Score -1.948321e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 123885 members 
Entering Unmasked Estep 
Score: -19483532.000000 Penalty: 5878.186035
	Iteration 28Q: 3 clusters Score -1.948353e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 125054 members 
Entering Unmasked Estep 
Score: -19483822.000000 Penalty: 5878.186035
	Iteration 29Q: 3 clusters Score -1.948382e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 126157 members 
Entering Unmasked Estep 
Score: -19484138.000000 Penalty: 5878.186035
	Iteration 30Q: 3 clusters Score -1.948414e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 127201 members 
Entering Unmasked Estep 
Score: -19484448.000000 Penalty: 5878.186035
	Iteration 31Q: 3 clusters Score -1.948445e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 128231 members 
Entering Unmasked Estep 
Score: -19484766.000000 Penalty: 5878.186035
	Iteration 32Q: 3 clusters Score -1.948477e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 129238 members 
Entering Unmasked Estep 
Score: -19485122.000000 Penalty: 5878.186035
	Iteration 33Q: 3 clusters Score -1.948512e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 130189 members 
Entering Unmasked Estep 
Score: -19485458.000000 Penalty: 5878.186035
	Iteration 34Q: 3 clusters Score -1.948546e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 131097 members 
Entering Unmasked Estep 
Score: -19485742.000000 Penalty: 5878.186035
	Iteration 35Q: 3 clusters Score -1.948574e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 131912 members 
Entering Unmasked Estep 
Score: -19486058.000000 Penalty: 5878.186035
	Iteration 36Q: 3 clusters Score -1.948606e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 132633 members 
Entering Unmasked Estep 
Score: -19486320.000000 Penalty: 5878.186035
	Iteration 37Q: 3 clusters Score -1.948632e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 133249 members 
Entering Unmasked Estep 
Score: -19486560.000000 Penalty: 5878.186035
	Iteration 38Q: 3 clusters Score -1.948656e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 133851 members 
Entering Unmasked Estep 
Score: -19486786.000000 Penalty: 5878.186035
	Iteration 39Q: 3 clusters Score -1.948679e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 134376 members 
Entering Unmasked Estep 
Score: -19486988.000000 Penalty: 5878.186035
	Iteration 40F: 3 clusters Score -1.948699e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 134806 members 
Entering Unmasked Estep 
Score: -19487084.000000 Penalty: 5878.186035
	Iteration 41Q: 3 clusters Score -1.948708e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 135192 members 
Entering Unmasked Estep 
Score: -19487152.000000 Penalty: 5878.186035
	Iteration 42Q: 3 clusters Score -1.948715e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 135555 members 
Entering Unmasked Estep 
Score: -19487316.000000 Penalty: 5878.186035
	Iteration 43Q: 3 clusters Score -1.948732e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 135881 members 
Entering Unmasked Estep 
Score: -19487446.000000 Penalty: 5878.186035
	Iteration 44Q: 3 clusters Score -1.948745e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 136186 members 
Entering Unmasked Estep 
Score: -19487558.000000 Penalty: 5878.186035
	Iteration 45Q: 3 clusters Score -1.948756e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 136438 members 
Entering Unmasked Estep 
Score: -19487696.000000 Penalty: 5878.186035
	Iteration 46Q: 3 clusters Score -1.94877e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 136665 members 
Entering Unmasked Estep 
Score: -19487806.000000 Penalty: 5878.186035
	Iteration 47Q: 3 clusters Score -1.948781e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 136851 members 
Entering Unmasked Estep 
Score: -19487904.000000 Penalty: 5878.186035
	Iteration 48Q: 3 clusters Score -1.94879e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 137021 members 
Entering Unmasked Estep 
Score: -19487966.000000 Penalty: 5878.186035
	Iteration 49Q: 3 clusters Score -1.948797e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 137205 members 
Entering Unmasked Estep 
Score: -19488046.000000 Penalty: 5878.186035
	Iteration 50Q: 3 clusters Score -1.948805e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 137371 members 
Entering Unmasked Estep 
Score: -19488102.000000 Penalty: 5878.186035
	Iteration 51Q: 3 clusters Score -1.94881e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 137496 members 
Entering Unmasked Estep 
Score: -19488178.000000 Penalty: 5878.186035
	Iteration 52Q: 3 clusters Score -1.948818e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 137619 members 
Entering Unmasked Estep 
Score: -19488248.000000 Penalty: 5878.186035
	Iteration 53Q: 3 clusters Score -1.948825e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 137741 members 
Entering Unmasked Estep 
Score: -19488292.000000 Penalty: 5878.186035
	Iteration 54Q: 3 clusters Score -1.948829e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 137833 members 
Entering Unmasked Estep 
Score: -19488316.000000 Penalty: 5878.186035
	Iteration 55Q: 3 clusters Score -1.948832e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 137921 members 
Entering Unmasked Estep 
Score: -19488374.000000 Penalty: 5878.186035
	Iteration 56Q: 3 clusters Score -1.948837e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 138003 members 
Entering Unmasked Estep 
Score: -19488420.000000 Penalty: 5878.186035
	Iteration 57Q: 3 clusters Score -1.948842e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 138064 members 
Entering Unmasked Estep 
Score: -19488476.000000 Penalty: 5878.186035
	Iteration 58Q: 3 clusters Score -1.948848e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 138124 members 
Entering Unmasked Estep 
Score: -19488498.000000 Penalty: 5878.186035
	Iteration 59Q: 3 clusters Score -1.94885e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 138182 members 
Entering Unmasked Estep 
Score: -19488522.000000 Penalty: 5878.186035
	Iteration 60F: 3 clusters Score -1.948852e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 138242 members 
Entering Unmasked Estep 
Score: -19488542.000000 Penalty: 5878.186035
	Iteration 61Q: 3 clusters Score -1.948854e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 138296 members 
Entering Unmasked Estep 
Score: -19488564.000000 Penalty: 5878.186035
	Iteration 62Q: 3 clusters Score -1.948856e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 138341 members 
Entering Unmasked Estep 
Score: -19488586.000000 Penalty: 5878.186035
	Iteration 63Q: 3 clusters Score -1.948859e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 138377 members 
Entering Unmasked Estep 
Score: -19488598.000000 Penalty: 5878.186035
	Iteration 64Q: 3 clusters Score -1.94886e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 138420 members 
Entering Unmasked Estep 
Score: -19488602.000000 Penalty: 5878.186035
	Iteration 65Q: 3 clusters Score -1.94886e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 138454 members 
Entering Unmasked Estep 
Score: -19488608.000000 Penalty: 5878.186035
	Iteration 66Q: 3 clusters Score -1.948861e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 138486 members 
Entering Unmasked Estep 
Score: -19488622.000000 Penalty: 5878.186035
	Iteration 67Q: 3 clusters Score -1.948862e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 138505 members 
Entering Unmasked Estep 
Score: -19488630.000000 Penalty: 5878.186035
	Iteration 68Q: 3 clusters Score -1.948863e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 138527 members 
Entering Unmasked Estep 
Score: -19488656.000000 Penalty: 5878.186035
	Iteration 69Q: 3 clusters Score -1.948866e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 138540 members 
Entering Unmasked Estep 
Score: -19488654.000000 Penalty: 5878.186035
	Iteration 70Q: 3 clusters Score -1.948865e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 138550 members 
Entering Unmasked Estep 
Score: -19488656.000000 Penalty: 5878.186035
	Iteration 71Q: 3 clusters Score -1.948866e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 138556 members 
Entering Unmasked Estep 
Score: -19488664.000000 Penalty: 5878.186035
	Iteration 72Q: 3 clusters Score -1.948866e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 138561 members 
Entering Unmasked Estep 
Score: -19488680.000000 Penalty: 5878.186035
	Iteration 73Q: 3 clusters Score -1.948868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 138564 members 
Entering Unmasked Estep 
Score: -19488670.000000 Penalty: 5878.186035
	Iteration 74Q: 3 clusters Score -1.948867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 138576 members 
Entering Unmasked Estep 
Score: -19488666.000000 Penalty: 5878.186035
	Iteration 75Q: 3 clusters Score -1.948867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 138581 members 
Entering Unmasked Estep 
Score: -19488690.000000 Penalty: 5878.186035
	Iteration 76Q: 3 clusters Score -1.948869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 138596 members 
Entering Unmasked Estep 
Score: -19488696.000000 Penalty: 5878.186035
	Iteration 77Q: 3 clusters Score -1.94887e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 138611 members 
Entering Unmasked Estep 
Score: -19488696.000000 Penalty: 5878.186035
	Iteration 78Q: 3 clusters Score -1.94887e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 138626 members 
Entering Unmasked Estep 
Score: -19488712.000000 Penalty: 5878.186035
	Iteration 79Q: 3 clusters Score -1.948871e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 138641 members 
Entering Unmasked Estep 
Score: -19488708.000000 Penalty: 5878.186035
	Iteration 80F: 3 clusters Score -1.948871e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 138660 members 
Entering Unmasked Estep 
Score: -19488716.000000 Penalty: 5878.186035
	Iteration 81Q: 3 clusters Score -1.948872e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 138677 members 
Entering Unmasked Estep 
Score: -19488732.000000 Penalty: 5878.186035
	Iteration 82Q: 3 clusters Score -1.948873e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 138689 members 
Entering Unmasked Estep 
Score: -19488740.000000 Penalty: 5878.186035
	Iteration 83Q: 3 clusters Score -1.948874e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 138701 members 
Entering Unmasked Estep 
Score: -19488754.000000 Penalty: 5878.186035
	Iteration 84Q: 3 clusters Score -1.948875e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 138712 members 
Entering Unmasked Estep 
Score: -19488772.000000 Penalty: 5878.186035
	Iteration 85Q: 3 clusters Score -1.948877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 138717 members 
Entering Unmasked Estep 
Score: -19488772.000000 Penalty: 5878.186035
	Iteration 86Q: 3 clusters Score -1.948877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 138726 members 
Entering Unmasked Estep 
Score: -19488774.000000 Penalty: 5878.186035
	Iteration 87Q: 3 clusters Score -1.948877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 138731 members 
Entering Unmasked Estep 
Score: -19488780.000000 Penalty: 5878.186035
	Iteration 88Q: 3 clusters Score -1.948878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 138734 members 
Entering Unmasked Estep 
Score: -19488782.000000 Penalty: 5878.186035
	Iteration 89Q: 3 clusters Score -1.948878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 138737 members 
Entering Unmasked Estep 
Score: -19488790.000000 Penalty: 5878.186035
	Iteration 90Q: 3 clusters Score -1.948879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 138740 members 
Entering Unmasked Estep 
Score: -19488782.000000 Penalty: 5878.186035
	Iteration 91Q: 3 clusters Score -1.948878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 138743 members 
Entering Unmasked Estep 
Score: -19488782.000000 Penalty: 5878.186035
	Iteration 92Q: 3 clusters Score -1.948878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 138746 members 
Entering Unmasked Estep 
Score: -19488784.000000 Penalty: 5878.186035
	Iteration 93Q: 3 clusters Score -1.948878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 138749 members 
Entering Unmasked Estep 
Score: -19488802.000000 Penalty: 5878.186035
	Iteration 94Q: 3 clusters Score -1.94888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 138754 members 
Entering Unmasked Estep 
Score: -19488792.000000 Penalty: 5878.186035
	Iteration 95Q: 3 clusters Score -1.948879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 138761 members 
Entering Unmasked Estep 
Score: -19488802.000000 Penalty: 5878.186035
	Iteration 96Q: 3 clusters Score -1.94888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 138763 members 
Entering Unmasked Estep 
Score: -19488796.000000 Penalty: 5878.186035
	Iteration 97Q: 3 clusters Score -1.94888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 138765 members 
Entering Unmasked Estep 
Score: -19488796.000000 Penalty: 5878.186035
	Iteration 98Q: 3 clusters Score -1.94888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 138765 members 
Entering Unmasked Estep 
Score: -19488796.000000 Penalty: 5878.186035
	Iteration 99F: 3 clusters Score -1.94888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Entering Unmasked Estep 
Score: -1015284.312500 Penalty: 2215.123291
	Iteration 0F: 2 clusters Score -1015284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1009122.375000 Penalty: 4430.246582
	Iteration 0F: 3 clusters Score -1009122 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1010909.125000 Penalty: 4430.246582
	Iteration 1F: 3 clusters Score -1010909 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1011296.312500 Penalty: 4430.246582
	Iteration 2F: 3 clusters Score -1011296 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1011643.437500 Penalty: 4430.246582
	Iteration 3F: 3 clusters Score -1011643 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1011908.312500 Penalty: 4430.246582
	Iteration 4F: 3 clusters Score -1011908 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1012171.875000 Penalty: 4430.246582
	Iteration 5F: 3 clusters Score -1012172 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1012467.000000 Penalty: 4430.246582
	Iteration 6Q: 3 clusters Score -1012467 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1012765.875000 Penalty: 4430.246582
	Iteration 7Q: 3 clusters Score -1012766 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1013050.812500 Penalty: 4430.246582
	Iteration 8Q: 3 clusters Score -1013051 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1013278.125000 Penalty: 4430.246582
	Iteration 9Q: 3 clusters Score -1013278 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1013567.250000 Penalty: 4430.246582
	Iteration 10Q: 3 clusters Score -1013567 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1013899.062500 Penalty: 4430.246582
	Iteration 11Q: 3 clusters Score -1013899 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1014257.500000 Penalty: 4430.246582
	Iteration 12Q: 3 clusters Score -1014258 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1014522.062500 Penalty: 4430.246582
	Iteration 13Q: 3 clusters Score -1014522 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1014707.062500 Penalty: 4430.246582
	Iteration 14Q: 3 clusters Score -1014707 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1014795.500000 Penalty: 4430.246582
	Iteration 15Q: 3 clusters Score -1014796 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1014825.187500 Penalty: 4430.246582
	Iteration 16Q: 3 clusters Score -1014825 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1014840.875000 Penalty: 4430.246582
	Iteration 17Q: 3 clusters Score -1014841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1014846.062500 Penalty: 4430.246582
	Iteration 18Q: 3 clusters Score -1014846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1014847.312500 Penalty: 4430.246582
	Iteration 19Q: 3 clusters Score -1014847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1014850.437500 Penalty: 4430.246582
	Iteration 20F: 3 clusters Score -1014850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1014851.937500 Penalty: 4430.246582
	Iteration 21Q: 3 clusters Score -1014852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1014851.750000 Penalty: 4430.246582
	Iteration 22Q: 3 clusters Score -1014852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1014850.625000 Penalty: 4430.246582
	Iteration 23Q: 3 clusters Score -1014851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1014853.187500 Penalty: 4430.246582
	Iteration 24Q: 3 clusters Score -1014853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1014853.500000 Penalty: 4430.246582
	Iteration 25Q: 3 clusters Score -1014854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1014853.500000 Penalty: 4430.246582
	Iteration 26F: 3 clusters Score -1014854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (103331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103331 members 
Entering Unmasked Estep 
Score: -14407238.000000 Penalty: 2863.331787
	Iteration 0F: 2 clusters Score -1.440724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -14337682.000000 Penalty: 5726.663574
	Iteration 0F: 3 clusters Score -1.433768e+07 nChanged 48859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -14366265.000000 Penalty: 5726.663574
	Iteration 1F: 3 clusters Score -1.436626e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
Score: -14367672.000000 Penalty: 5726.663574
	Iteration 2Q: 3 clusters Score -1.436767e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 55459 members 
Entering Unmasked Estep 
Score: -14369568.000000 Penalty: 5726.663574
	Iteration 3Q: 3 clusters Score -1.436957e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 56601 members 
Entering Unmasked Estep 
Score: -14371659.000000 Penalty: 5726.663574
	Iteration 4Q: 3 clusters Score -1.437166e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 57735 members 
Entering Unmasked Estep 
Score: -14373924.000000 Penalty: 5726.663574
	Iteration 5Q: 3 clusters Score -1.437392e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -14376310.000000 Penalty: 5726.663574
	Iteration 6Q: 3 clusters Score -1.437631e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 59600 members 
Entering Unmasked Estep 
Score: -14378881.000000 Penalty: 5726.663574
	Iteration 7Q: 3 clusters Score -1.437888e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 60109 members 
Entering Unmasked Estep 
Score: -14381515.000000 Penalty: 5726.663574
	Iteration 8F: 3 clusters Score -1.438152e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 60309 members 
Entering Unmasked Estep 
Score: -14384095.000000 Penalty: 5726.663574
	Iteration 9Q: 3 clusters Score -1.43841e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 60030 members 
Entering Unmasked Estep 
Score: -14386534.000000 Penalty: 5726.663574
	Iteration 10Q: 3 clusters Score -1.438653e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 59137 members 
Entering Unmasked Estep 
Score: -14388834.000000 Penalty: 5726.663574
	Iteration 11Q: 3 clusters Score -1.438883e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 57877 members 
Entering Unmasked Estep 
Score: -14390765.000000 Penalty: 5726.663574
	Iteration 12Q: 3 clusters Score -1.439076e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 56584 members 
Entering Unmasked Estep 
Score: -14392177.000000 Penalty: 5726.663574
	Iteration 13Q: 3 clusters Score -1.439218e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 55411 members 
Entering Unmasked Estep 
Score: -14392943.000000 Penalty: 5726.663574
	Iteration 14Q: 3 clusters Score -1.439294e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49142 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -14393493.000000 Penalty: 5726.663574
	Iteration 15Q: 3 clusters Score -1.439349e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -14393828.000000 Penalty: 5726.663574
	Iteration 16Q: 3 clusters Score -1.439383e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51493 members 
Mstep: Class 2 contains 51838 members 
Entering Unmasked Estep 
Score: -14394109.000000 Penalty: 5726.663574
	Iteration 17Q: 3 clusters Score -1.439411e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52636 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -14394430.000000 Penalty: 5726.663574
	Iteration 18Q: 3 clusters Score -1.439443e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -14394721.000000 Penalty: 5726.663574
	Iteration 19Q: 3 clusters Score -1.439472e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55143 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
Score: -14394997.000000 Penalty: 5726.663574
	Iteration 20F: 3 clusters Score -1.4395e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -14395294.000000 Penalty: 5726.663574
	Iteration 21Q: 3 clusters Score -1.439529e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -14395513.000000 Penalty: 5726.663574
	Iteration 22Q: 3 clusters Score -1.439551e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58971 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -14395817.000000 Penalty: 5726.663574
	Iteration 23Q: 3 clusters Score -1.439582e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -14396107.000000 Penalty: 5726.663574
	Iteration 24Q: 3 clusters Score -1.439611e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -14396398.000000 Penalty: 5726.663574
	Iteration 25Q: 3 clusters Score -1.43964e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63062 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -14396731.000000 Penalty: 5726.663574
	Iteration 26Q: 3 clusters Score -1.439673e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -14397097.000000 Penalty: 5726.663574
	Iteration 27Q: 3 clusters Score -1.43971e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65911 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -14397436.000000 Penalty: 5726.663574
	Iteration 28Q: 3 clusters Score -1.439744e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67435 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -14397773.000000 Penalty: 5726.663574
	Iteration 29Q: 3 clusters Score -1.439777e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68968 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -14398179.000000 Penalty: 5726.663574
	Iteration 30Q: 3 clusters Score -1.439818e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70511 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -14398589.000000 Penalty: 5726.663574
	Iteration 31Q: 3 clusters Score -1.439859e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72008 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -14399124.000000 Penalty: 5726.663574
	Iteration 32Q: 3 clusters Score -1.439912e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73495 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -14399412.000000 Penalty: 5726.663574
	Iteration 33Q: 3 clusters Score -1.439941e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74957 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -14399753.000000 Penalty: 5726.663574
	Iteration 34Q: 3 clusters Score -1.439975e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76342 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -14400101.000000 Penalty: 5726.663574
	Iteration 35Q: 3 clusters Score -1.44001e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77682 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -14400465.000000 Penalty: 5726.663574
	Iteration 36Q: 3 clusters Score -1.440046e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79053 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -14400749.000000 Penalty: 5726.663574
	Iteration 37Q: 3 clusters Score -1.440075e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80393 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -14401158.000000 Penalty: 5726.663574
	Iteration 38Q: 3 clusters Score -1.440116e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81643 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -14401523.000000 Penalty: 5726.663574
	Iteration 39Q: 3 clusters Score -1.440152e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82833 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -14401868.000000 Penalty: 5726.663574
	Iteration 40F: 3 clusters Score -1.440187e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84080 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -14402285.000000 Penalty: 5726.663574
	Iteration 41Q: 3 clusters Score -1.440228e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85337 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -14402697.000000 Penalty: 5726.663574
	Iteration 42Q: 3 clusters Score -1.44027e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86532 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -14402975.000000 Penalty: 5726.663574
	Iteration 43Q: 3 clusters Score -1.440298e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87657 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -14403328.000000 Penalty: 5726.663574
	Iteration 44Q: 3 clusters Score -1.440333e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88696 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -14403629.000000 Penalty: 5726.663574
	Iteration 45Q: 3 clusters Score -1.440363e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89686 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -14403862.000000 Penalty: 5726.663574
	Iteration 46Q: 3 clusters Score -1.440386e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90629 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -14404183.000000 Penalty: 5726.663574
	Iteration 47Q: 3 clusters Score -1.440418e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91541 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -14404442.000000 Penalty: 5726.663574
	Iteration 48Q: 3 clusters Score -1.440444e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92409 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -14404706.000000 Penalty: 5726.663574
	Iteration 49Q: 3 clusters Score -1.440471e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93162 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -14404916.000000 Penalty: 5726.663574
	Iteration 50Q: 3 clusters Score -1.440492e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93838 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -14405093.000000 Penalty: 5726.663574
	Iteration 51Q: 3 clusters Score -1.440509e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94460 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -14405257.000000 Penalty: 5726.663574
	Iteration 52Q: 3 clusters Score -1.440526e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95040 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -14405386.000000 Penalty: 5726.663574
	Iteration 53Q: 3 clusters Score -1.440539e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95552 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -14405479.000000 Penalty: 5726.663574
	Iteration 54Q: 3 clusters Score -1.440548e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95994 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -14405564.000000 Penalty: 5726.663574
	Iteration 55Q: 3 clusters Score -1.440556e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96380 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -14405696.000000 Penalty: 5726.663574
	Iteration 56Q: 3 clusters Score -1.44057e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96719 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -14405787.000000 Penalty: 5726.663574
	Iteration 57Q: 3 clusters Score -1.440579e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97032 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -14405859.000000 Penalty: 5726.663574
	Iteration 58Q: 3 clusters Score -1.440586e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97315 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -14405914.000000 Penalty: 5726.663574
	Iteration 59Q: 3 clusters Score -1.440591e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97583 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -14405993.000000 Penalty: 5726.663574
	Iteration 60F: 3 clusters Score -1.440599e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97821 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -14406061.000000 Penalty: 5726.663574
	Iteration 61Q: 3 clusters Score -1.440606e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98044 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -14406102.000000 Penalty: 5726.663574
	Iteration 62Q: 3 clusters Score -1.44061e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98227 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -14406129.000000 Penalty: 5726.663574
	Iteration 63Q: 3 clusters Score -1.440613e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98408 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -14406197.000000 Penalty: 5726.663574
	Iteration 64Q: 3 clusters Score -1.44062e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98563 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -14406210.000000 Penalty: 5726.663574
	Iteration 65Q: 3 clusters Score -1.440621e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98712 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -14406244.000000 Penalty: 5726.663574
	Iteration 66Q: 3 clusters Score -1.440624e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98844 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -14406264.000000 Penalty: 5726.663574
	Iteration 67Q: 3 clusters Score -1.440626e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98964 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -14406285.000000 Penalty: 5726.663574
	Iteration 68Q: 3 clusters Score -1.440628e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99074 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -14406299.000000 Penalty: 5726.663574
	Iteration 69Q: 3 clusters Score -1.44063e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99172 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -14406352.000000 Penalty: 5726.663574
	Iteration 70Q: 3 clusters Score -1.440635e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99258 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -14406376.000000 Penalty: 5726.663574
	Iteration 71Q: 3 clusters Score -1.440638e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99323 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -14406371.000000 Penalty: 5726.663574
	Iteration 72Q: 3 clusters Score -1.440637e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99390 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -14406382.000000 Penalty: 5726.663574
	Iteration 73Q: 3 clusters Score -1.440638e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99443 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -14406356.000000 Penalty: 5726.663574
	Iteration 74Q: 3 clusters Score -1.440636e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99483 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -14406372.000000 Penalty: 5726.663574
	Iteration 75Q: 3 clusters Score -1.440637e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99527 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -14406387.000000 Penalty: 5726.663574
	Iteration 76Q: 3 clusters Score -1.440639e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99571 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -14406415.000000 Penalty: 5726.663574
	Iteration 77Q: 3 clusters Score -1.440642e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99607 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -14406388.000000 Penalty: 5726.663574
	Iteration 78Q: 3 clusters Score -1.440639e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99657 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -14406427.000000 Penalty: 5726.663574
	Iteration 79Q: 3 clusters Score -1.440643e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99693 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -14406440.000000 Penalty: 5726.663574
	Iteration 80F: 3 clusters Score -1.440644e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99736 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -14406408.000000 Penalty: 5726.663574
	Iteration 81Q: 3 clusters Score -1.440641e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99761 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -14406423.000000 Penalty: 5726.663574
	Iteration 82Q: 3 clusters Score -1.440642e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99780 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -14406428.000000 Penalty: 5726.663574
	Iteration 83Q: 3 clusters Score -1.440643e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99799 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -14406421.000000 Penalty: 5726.663574
	Iteration 84Q: 3 clusters Score -1.440642e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99819 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -14406448.000000 Penalty: 5726.663574
	Iteration 85Q: 3 clusters Score -1.440645e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99836 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -14406435.000000 Penalty: 5726.663574
	Iteration 86Q: 3 clusters Score -1.440644e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99857 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -14406436.000000 Penalty: 5726.663574
	Iteration 87Q: 3 clusters Score -1.440644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99873 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -14406433.000000 Penalty: 5726.663574
	Iteration 88Q: 3 clusters Score -1.440643e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99890 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -14406433.000000 Penalty: 5726.663574
	Iteration 89Q: 3 clusters Score -1.440643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99901 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -14406452.000000 Penalty: 5726.663574
	Iteration 90Q: 3 clusters Score -1.440645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99910 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -14406460.000000 Penalty: 5726.663574
	Iteration 91Q: 3 clusters Score -1.440646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99919 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -14406457.000000 Penalty: 5726.663574
	Iteration 92Q: 3 clusters Score -1.440646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99929 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -14406455.000000 Penalty: 5726.663574
	Iteration 93Q: 3 clusters Score -1.440646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99934 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -14406461.000000 Penalty: 5726.663574
	Iteration 94Q: 3 clusters Score -1.440646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99940 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -14406460.000000 Penalty: 5726.663574
	Iteration 95Q: 3 clusters Score -1.440646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99946 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -14406462.000000 Penalty: 5726.663574
	Iteration 96Q: 3 clusters Score -1.440646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99955 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -14406453.000000 Penalty: 5726.663574
	Iteration 97Q: 3 clusters Score -1.440645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99960 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -14406452.000000 Penalty: 5726.663574
	Iteration 98Q: 3 clusters Score -1.440645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99968 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -14406443.000000 Penalty: 5726.663574
	Iteration 99Q: 3 clusters Score -1.440644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99975 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -14406446.000000 Penalty: 5726.663574
	Iteration 100F: 3 clusters Score -1.440645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99982 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -14406453.000000 Penalty: 5726.663574
	Iteration 101Q: 3 clusters Score -1.440645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99990 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -14406472.000000 Penalty: 5726.663574
	Iteration 102Q: 3 clusters Score -1.440647e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100001 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -14406463.000000 Penalty: 5726.663574
	Iteration 103Q: 3 clusters Score -1.440646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100006 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -14406468.000000 Penalty: 5726.663574
	Iteration 104Q: 3 clusters Score -1.440647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100015 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -14406453.000000 Penalty: 5726.663574
	Iteration 105Q: 3 clusters Score -1.440645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100026 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -14406453.000000 Penalty: 5726.663574
	Iteration 106Q: 3 clusters Score -1.440645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100032 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -14406442.000000 Penalty: 5726.663574
	Iteration 107Q: 3 clusters Score -1.440644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100035 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -14406446.000000 Penalty: 5726.663574
	Iteration 108Q: 3 clusters Score -1.440645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100039 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -14406440.000000 Penalty: 5726.663574
	Iteration 109Q: 3 clusters Score -1.440644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100042 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -14406440.000000 Penalty: 5726.663574
	Iteration 110Q: 3 clusters Score -1.440644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100044 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -14406440.000000 Penalty: 5726.663574
	Iteration 111Q: 3 clusters Score -1.440644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100047 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -14406440.000000 Penalty: 5726.663574
	Iteration 112Q: 3 clusters Score -1.440644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100051 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -14406447.000000 Penalty: 5726.663574
	Iteration 113Q: 3 clusters Score -1.440645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100053 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -14406449.000000 Penalty: 5726.663574
	Iteration 114Q: 3 clusters Score -1.440645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100054 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -14406454.000000 Penalty: 5726.663574
	Iteration 115Q: 3 clusters Score -1.440645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100056 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -14406455.000000 Penalty: 5726.663574
	Iteration 116Q: 3 clusters Score -1.440646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100058 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -14406453.000000 Penalty: 5726.663574
	Iteration 117Q: 3 clusters Score -1.440645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100059 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -14406457.000000 Penalty: 5726.663574
	Iteration 118Q: 3 clusters Score -1.440646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100059 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -14406457.000000 Penalty: 5726.663574
	Iteration 119F: 3 clusters Score -1.440646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Entering Unmasked Estep 
Score: -3875826.250000 Penalty: 2535.851562
	Iteration 0F: 2 clusters Score -3875826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -3856779.000000 Penalty: 5071.703125
	Iteration 0F: 3 clusters Score -3856779 nChanged 12400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -3863719.250000 Penalty: 5071.703125
	Iteration 1F: 3 clusters Score -3863719 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3864270.750000 Penalty: 5071.703125
	Iteration 2F: 3 clusters Score -3864271 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -3864803.000000 Penalty: 5071.703125
	Iteration 3Q: 3 clusters Score -3864803 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -3865377.000000 Penalty: 5071.703125
	Iteration 4Q: 3 clusters Score -3865377 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -3866074.000000 Penalty: 5071.703125
	Iteration 5Q: 3 clusters Score -3866074 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -3866989.250000 Penalty: 5071.703125
	Iteration 6F: 3 clusters Score -3866989 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -3868216.250000 Penalty: 5071.703125
	Iteration 7F: 3 clusters Score -3868216 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -3869754.750000 Penalty: 5071.703125
	Iteration 8F: 3 clusters Score -3869755 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -3871313.500000 Penalty: 5071.703125
	Iteration 9F: 3 clusters Score -3871314 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -3872389.500000 Penalty: 5071.703125
	Iteration 10Q: 3 clusters Score -3872390 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -3872980.500000 Penalty: 5071.703125
	Iteration 11Q: 3 clusters Score -3872980 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -3873290.750000 Penalty: 5071.703125
	Iteration 12Q: 3 clusters Score -3873291 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -3873429.750000 Penalty: 5071.703125
	Iteration 13Q: 3 clusters Score -3873430 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -3873506.500000 Penalty: 5071.703125
	Iteration 14Q: 3 clusters Score -3873506 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -3873564.750000 Penalty: 5071.703125
	Iteration 15Q: 3 clusters Score -3873565 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -3873582.250000 Penalty: 5071.703125
	Iteration 16Q: 3 clusters Score -3873582 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -3873616.750000 Penalty: 5071.703125
	Iteration 17Q: 3 clusters Score -3873617 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -3873630.500000 Penalty: 5071.703125
	Iteration 18Q: 3 clusters Score -3873630 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -3873645.750000 Penalty: 5071.703125
	Iteration 19Q: 3 clusters Score -3873646 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -3873664.500000 Penalty: 5071.703125
	Iteration 20F: 3 clusters Score -3873664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -3873683.250000 Penalty: 5071.703125
	Iteration 21Q: 3 clusters Score -3873683 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -3873681.750000 Penalty: 5071.703125
	Iteration 22Q: 3 clusters Score -3873682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -3873696.500000 Penalty: 5071.703125
	Iteration 23Q: 3 clusters Score -3873696 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -3873697.250000 Penalty: 5071.703125
	Iteration 24Q: 3 clusters Score -3873697 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -3873704.750000 Penalty: 5071.703125
	Iteration 25Q: 3 clusters Score -3873705 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -3873723.000000 Penalty: 5071.703125
	Iteration 26Q: 3 clusters Score -3873723 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -3873746.000000 Penalty: 5071.703125
	Iteration 27Q: 3 clusters Score -3873746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -3873753.000000 Penalty: 5071.703125
	Iteration 28Q: 3 clusters Score -3873753 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -3873753.500000 Penalty: 5071.703125
	Iteration 29Q: 3 clusters Score -3873754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -3873754.500000 Penalty: 5071.703125
	Iteration 30Q: 3 clusters Score -3873754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -3873770.750000 Penalty: 5071.703125
	Iteration 31Q: 3 clusters Score -3873771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -3873777.500000 Penalty: 5071.703125
	Iteration 32Q: 3 clusters Score -3873778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -3873779.000000 Penalty: 5071.703125
	Iteration 33Q: 3 clusters Score -3873779 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -3873792.000000 Penalty: 5071.703125
	Iteration 34Q: 3 clusters Score -3873792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -3873792.250000 Penalty: 5071.703125
	Iteration 35Q: 3 clusters Score -3873792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -3873792.750000 Penalty: 5071.703125
	Iteration 36Q: 3 clusters Score -3873793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -3873793.750000 Penalty: 5071.703125
	Iteration 37Q: 3 clusters Score -3873794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -3873807.750000 Penalty: 5071.703125
	Iteration 38Q: 3 clusters Score -3873808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -3873810.750000 Penalty: 5071.703125
	Iteration 39Q: 3 clusters Score -3873811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -3873816.500000 Penalty: 5071.703125
	Iteration 40F: 3 clusters Score -3873816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -3873817.250000 Penalty: 5071.703125
	Iteration 41Q: 3 clusters Score -3873817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -3873816.000000 Penalty: 5071.703125
	Iteration 42Q: 3 clusters Score -3873816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -3873831.000000 Penalty: 5071.703125
	Iteration 43Q: 3 clusters Score -3873831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -3873838.250000 Penalty: 5071.703125
	Iteration 44Q: 3 clusters Score -3873838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3873839.250000 Penalty: 5071.703125
	Iteration 45Q: 3 clusters Score -3873839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -3873841.750000 Penalty: 5071.703125
	Iteration 46Q: 3 clusters Score -3873842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -3873848.250000 Penalty: 5071.703125
	Iteration 47Q: 3 clusters Score -3873848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -3873853.500000 Penalty: 5071.703125
	Iteration 48Q: 3 clusters Score -3873854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -3873849.000000 Penalty: 5071.703125
	Iteration 49Q: 3 clusters Score -3873849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -3873850.500000 Penalty: 5071.703125
	Iteration 50Q: 3 clusters Score -3873850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -3873851.250000 Penalty: 5071.703125
	Iteration 51Q: 3 clusters Score -3873851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -3873853.250000 Penalty: 5071.703125
	Iteration 52Q: 3 clusters Score -3873853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -3873855.500000 Penalty: 5071.703125
	Iteration 53Q: 3 clusters Score -3873856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -3873855.250000 Penalty: 5071.703125
	Iteration 54Q: 3 clusters Score -3873855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -3873856.500000 Penalty: 5071.703125
	Iteration 55Q: 3 clusters Score -3873856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -3873859.750000 Penalty: 5071.703125
	Iteration 56Q: 3 clusters Score -3873860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -3873859.500000 Penalty: 5071.703125
	Iteration 57Q: 3 clusters Score -3873860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -3873854.750000 Penalty: 5071.703125
	Iteration 58Q: 3 clusters Score -3873855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -3873861.250000 Penalty: 5071.703125
	Iteration 59Q: 3 clusters Score -3873861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -3873864.500000 Penalty: 5071.703125
	Iteration 60F: 3 clusters Score -3873864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -3873871.000000 Penalty: 5071.703125
	Iteration 61Q: 3 clusters Score -3873871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -3873870.500000 Penalty: 5071.703125
	Iteration 62Q: 3 clusters Score -3873870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -3873877.250000 Penalty: 5071.703125
	Iteration 63Q: 3 clusters Score -3873877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -3873868.500000 Penalty: 5071.703125
	Iteration 64Q: 3 clusters Score -3873868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3873870.250000 Penalty: 5071.703125
	Iteration 65Q: 3 clusters Score -3873870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -3873870.000000 Penalty: 5071.703125
	Iteration 66Q: 3 clusters Score -3873870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -3873873.750000 Penalty: 5071.703125
	Iteration 67Q: 3 clusters Score -3873874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -3873872.750000 Penalty: 5071.703125
	Iteration 68Q: 3 clusters Score -3873873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -3873872.250000 Penalty: 5071.703125
	Iteration 69Q: 3 clusters Score -3873872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -3873872.250000 Penalty: 5071.703125
	Iteration 70F: 3 clusters Score -3873872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Entering Unmasked Estep 
Score: -6343795.000000 Penalty: 2667.204346
	Iteration 0F: 2 clusters Score -6343795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -6312124.000000 Penalty: 5334.408691
	Iteration 0F: 3 clusters Score -6312124 nChanged 21566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -6323882.500000 Penalty: 5334.408691
	Iteration 1F: 3 clusters Score -6323882 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -6324276.000000 Penalty: 5334.408691
	Iteration 2Q: 3 clusters Score -6324276 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -6324723.500000 Penalty: 5334.408691
	Iteration 3Q: 3 clusters Score -6324724 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -6325253.000000 Penalty: 5334.408691
	Iteration 4Q: 3 clusters Score -6325253 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -6325789.500000 Penalty: 5334.408691
	Iteration 5Q: 3 clusters Score -6325790 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -6326438.000000 Penalty: 5334.408691
	Iteration 6Q: 3 clusters Score -6326438 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -6327344.000000 Penalty: 5334.408691
	Iteration 7Q: 3 clusters Score -6327344 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -6328660.500000 Penalty: 5334.408691
	Iteration 8F: 3 clusters Score -6328660 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -6330513.500000 Penalty: 5334.408691
	Iteration 9F: 3 clusters Score -6330514 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -6332841.500000 Penalty: 5334.408691
	Iteration 10F: 3 clusters Score -6332842 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -6335463.500000 Penalty: 5334.408691
	Iteration 11F: 3 clusters Score -6335464 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -6338027.000000 Penalty: 5334.408691
	Iteration 12F: 3 clusters Score -6338027 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -6339736.000000 Penalty: 5334.408691
	Iteration 13Q: 3 clusters Score -6339736 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6340659.500000 Penalty: 5334.408691
	Iteration 14Q: 3 clusters Score -6340660 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6341106.500000 Penalty: 5334.408691
	Iteration 15Q: 3 clusters Score -6341106 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6341371.000000 Penalty: 5334.408691
	Iteration 16Q: 3 clusters Score -6341371 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6341486.500000 Penalty: 5334.408691
	Iteration 17Q: 3 clusters Score -6341486 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6341570.500000 Penalty: 5334.408691
	Iteration 18Q: 3 clusters Score -6341570 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6341626.500000 Penalty: 5334.408691
	Iteration 19Q: 3 clusters Score -6341626 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6341667.000000 Penalty: 5334.408691
	Iteration 20F: 3 clusters Score -6341667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6341689.500000 Penalty: 5334.408691
	Iteration 21Q: 3 clusters Score -6341690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6341708.500000 Penalty: 5334.408691
	Iteration 22Q: 3 clusters Score -6341708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6341717.000000 Penalty: 5334.408691
	Iteration 23Q: 3 clusters Score -6341717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6341726.000000 Penalty: 5334.408691
	Iteration 24Q: 3 clusters Score -6341726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6341739.000000 Penalty: 5334.408691
	Iteration 25Q: 3 clusters Score -6341739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6341740.500000 Penalty: 5334.408691
	Iteration 26Q: 3 clusters Score -6341740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6341738.500000 Penalty: 5334.408691
	Iteration 27Q: 3 clusters Score -6341738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6341737.000000 Penalty: 5334.408691
	Iteration 28Q: 3 clusters Score -6341737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6341738.500000 Penalty: 5334.408691
	Iteration 29Q: 3 clusters Score -6341738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -6341743.000000 Penalty: 5334.408691
	Iteration 30Q: 3 clusters Score -6341743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6341747.000000 Penalty: 5334.408691
	Iteration 31Q: 3 clusters Score -6341747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6341750.000000 Penalty: 5334.408691
	Iteration 32Q: 3 clusters Score -6341750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6341749.500000 Penalty: 5334.408691
	Iteration 33Q: 3 clusters Score -6341750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6341749.500000 Penalty: 5334.408691
	Iteration 34F: 3 clusters Score -6341750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Entering Unmasked Estep 
Score: -2411668.500000 Penalty: 2425.795410
	Iteration 0F: 2 clusters Score -2411668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2399262.000000 Penalty: 4851.590820
	Iteration 0F: 3 clusters Score -2399262 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2403679.750000 Penalty: 4851.590820
	Iteration 1F: 3 clusters Score -2403680 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2404308.250000 Penalty: 4851.590820
	Iteration 2F: 3 clusters Score -2404308 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2404854.250000 Penalty: 4851.590820
	Iteration 3F: 3 clusters Score -2404854 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2405342.250000 Penalty: 4851.590820
	Iteration 4F: 3 clusters Score -2405342 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2405861.250000 Penalty: 4851.590820
	Iteration 5F: 3 clusters Score -2405861 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2406405.750000 Penalty: 4851.590820
	Iteration 6F: 3 clusters Score -2406406 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2406887.250000 Penalty: 4851.590820
	Iteration 7Q: 3 clusters Score -2406887 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2407327.500000 Penalty: 4851.590820
	Iteration 8Q: 3 clusters Score -2407328 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -2407740.750000 Penalty: 4851.590820
	Iteration 9Q: 3 clusters Score -2407741 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2408048.250000 Penalty: 4851.590820
	Iteration 10Q: 3 clusters Score -2408048 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2408329.500000 Penalty: 4851.590820
	Iteration 11Q: 3 clusters Score -2408330 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2408579.000000 Penalty: 4851.590820
	Iteration 12Q: 3 clusters Score -2408579 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2408789.750000 Penalty: 4851.590820
	Iteration 13Q: 3 clusters Score -2408790 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2408995.000000 Penalty: 4851.590820
	Iteration 14Q: 3 clusters Score -2408995 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2409203.500000 Penalty: 4851.590820
	Iteration 15Q: 3 clusters Score -2409204 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2409413.250000 Penalty: 4851.590820
	Iteration 16Q: 3 clusters Score -2409413 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2409654.000000 Penalty: 4851.590820
	Iteration 17Q: 3 clusters Score -2409654 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2409930.500000 Penalty: 4851.590820
	Iteration 18Q: 3 clusters Score -2409930 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2410181.000000 Penalty: 4851.590820
	Iteration 19Q: 3 clusters Score -2410181 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2410392.250000 Penalty: 4851.590820
	Iteration 20F: 3 clusters Score -2410392 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2410559.500000 Penalty: 4851.590820
	Iteration 21Q: 3 clusters Score -2410560 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2410672.000000 Penalty: 4851.590820
	Iteration 22Q: 3 clusters Score -2410672 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2410775.250000 Penalty: 4851.590820
	Iteration 23Q: 3 clusters Score -2410775 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2410860.250000 Penalty: 4851.590820
	Iteration 24Q: 3 clusters Score -2410860 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2410977.250000 Penalty: 4851.590820
	Iteration 25Q: 3 clusters Score -2410977 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2411053.750000 Penalty: 4851.590820
	Iteration 26Q: 3 clusters Score -2411054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2411087.500000 Penalty: 4851.590820
	Iteration 27Q: 3 clusters Score -2411088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2411111.750000 Penalty: 4851.590820
	Iteration 28Q: 3 clusters Score -2411112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2411138.250000 Penalty: 4851.590820
	Iteration 29Q: 3 clusters Score -2411138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2411152.250000 Penalty: 4851.590820
	Iteration 30Q: 3 clusters Score -2411152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2411157.500000 Penalty: 4851.590820
	Iteration 31Q: 3 clusters Score -2411158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2411161.250000 Penalty: 4851.590820
	Iteration 32Q: 3 clusters Score -2411161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2411165.250000 Penalty: 4851.590820
	Iteration 33Q: 3 clusters Score -2411165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2411169.000000 Penalty: 4851.590820
	Iteration 34Q: 3 clusters Score -2411169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2411171.750000 Penalty: 4851.590820
	Iteration 35Q: 3 clusters Score -2411172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2411173.500000 Penalty: 4851.590820
	Iteration 36Q: 3 clusters Score -2411174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2411171.750000 Penalty: 4851.590820
	Iteration 37Q: 3 clusters Score -2411172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2411171.750000 Penalty: 4851.590820
	Iteration 38Q: 3 clusters Score -2411172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2411170.000000 Penalty: 4851.590820
	Iteration 39Q: 3 clusters Score -2411170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2411170.500000 Penalty: 4851.590820
	Iteration 40F: 3 clusters Score -2411170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2411171.000000 Penalty: 4851.590820
	Iteration 41Q: 3 clusters Score -2411171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2411171.000000 Penalty: 4851.590820
	Iteration 42F: 3 clusters Score -2411171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (113437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113437 members 
Entering Unmasked Estep 
Score: -15766177.000000 Penalty: 2886.472656
	Iteration 0F: 2 clusters Score -1.576618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Mstep: Class 2 contains 56285 members 
Entering Unmasked Estep 
Score: -15690403.000000 Penalty: 5772.945312
	Iteration 0F: 3 clusters Score -1.56904e+07 nChanged 53853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63239 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -15723106.000000 Penalty: 5772.945312
	Iteration 1F: 3 clusters Score -1.572311e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66709 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -15725587.000000 Penalty: 5772.945312
	Iteration 2Q: 3 clusters Score -1.572559e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71212 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -15729242.000000 Penalty: 5772.945312
	Iteration 3F: 3 clusters Score -1.572924e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76640 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -15733681.000000 Penalty: 5772.945312
	Iteration 4F: 3 clusters Score -1.573368e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83093 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -15738965.000000 Penalty: 5772.945312
	Iteration 5F: 3 clusters Score -1.573896e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89977 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -15744699.000000 Penalty: 5772.945312
	Iteration 6F: 3 clusters Score -1.57447e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96548 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -15750337.000000 Penalty: 5772.945312
	Iteration 7F: 3 clusters Score -1.575034e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102067 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -15754936.000000 Penalty: 5772.945312
	Iteration 8Q: 3 clusters Score -1.575494e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106196 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -15758430.000000 Penalty: 5772.945312
	Iteration 9Q: 3 clusters Score -1.575843e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108908 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -15760604.000000 Penalty: 5772.945312
	Iteration 10Q: 3 clusters Score -1.57606e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110525 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -15761811.000000 Penalty: 5772.945312
	Iteration 11Q: 3 clusters Score -1.576181e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111470 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -15762589.000000 Penalty: 5772.945312
	Iteration 12Q: 3 clusters Score -1.576259e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111967 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -15762930.000000 Penalty: 5772.945312
	Iteration 13Q: 3 clusters Score -1.576293e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112260 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -15763101.000000 Penalty: 5772.945312
	Iteration 14Q: 3 clusters Score -1.57631e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112437 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -15763256.000000 Penalty: 5772.945312
	Iteration 15Q: 3 clusters Score -1.576326e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112560 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -15763353.000000 Penalty: 5772.945312
	Iteration 16Q: 3 clusters Score -1.576335e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112646 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -15763417.000000 Penalty: 5772.945312
	Iteration 17Q: 3 clusters Score -1.576342e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112712 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -15763504.000000 Penalty: 5772.945312
	Iteration 18Q: 3 clusters Score -1.57635e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112751 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -15763537.000000 Penalty: 5772.945312
	Iteration 19Q: 3 clusters Score -1.576354e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112768 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -15763555.000000 Penalty: 5772.945312
	Iteration 20F: 3 clusters Score -1.576356e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112797 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -15763571.000000 Penalty: 5772.945312
	Iteration 21Q: 3 clusters Score -1.576357e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112815 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -15763615.000000 Penalty: 5772.945312
	Iteration 22Q: 3 clusters Score -1.576362e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112830 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -15763636.000000 Penalty: 5772.945312
	Iteration 23Q: 3 clusters Score -1.576364e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112835 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -15763649.000000 Penalty: 5772.945312
	Iteration 24Q: 3 clusters Score -1.576365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112844 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -15763653.000000 Penalty: 5772.945312
	Iteration 25Q: 3 clusters Score -1.576365e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112853 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -15763663.000000 Penalty: 5772.945312
	Iteration 26Q: 3 clusters Score -1.576366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112858 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -15763673.000000 Penalty: 5772.945312
	Iteration 27Q: 3 clusters Score -1.576367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112862 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -15763690.000000 Penalty: 5772.945312
	Iteration 28Q: 3 clusters Score -1.576369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112863 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -15763689.000000 Penalty: 5772.945312
	Iteration 29Q: 3 clusters Score -1.576369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112867 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -15763693.000000 Penalty: 5772.945312
	Iteration 30Q: 3 clusters Score -1.576369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112869 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -15763693.000000 Penalty: 5772.945312
	Iteration 31Q: 3 clusters Score -1.576369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112874 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -15763690.000000 Penalty: 5772.945312
	Iteration 32Q: 3 clusters Score -1.576369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112875 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -15763698.000000 Penalty: 5772.945312
	Iteration 33Q: 3 clusters Score -1.57637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112878 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -15763705.000000 Penalty: 5772.945312
	Iteration 34Q: 3 clusters Score -1.57637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112879 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -15763701.000000 Penalty: 5772.945312
	Iteration 35Q: 3 clusters Score -1.57637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112880 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -15763705.000000 Penalty: 5772.945312
	Iteration 36Q: 3 clusters Score -1.57637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112880 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -15763705.000000 Penalty: 5772.945312
	Iteration 37F: 3 clusters Score -1.57637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Entering Unmasked Estep 
Score: -1120635.375000 Penalty: 2240.126221
	Iteration 0F: 2 clusters Score -1120635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1113975.250000 Penalty: 4480.252441
	Iteration 0F: 3 clusters Score -1113975 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1115904.375000 Penalty: 4480.252441
	Iteration 1F: 3 clusters Score -1115904 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1116224.500000 Penalty: 4480.252441
	Iteration 2F: 3 clusters Score -1116224 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1116480.750000 Penalty: 4480.252441
	Iteration 3F: 3 clusters Score -1116481 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1116702.375000 Penalty: 4480.252441
	Iteration 4Q: 3 clusters Score -1116702 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1116934.875000 Penalty: 4480.252441
	Iteration 5Q: 3 clusters Score -1116935 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1117208.250000 Penalty: 4480.252441
	Iteration 6Q: 3 clusters Score -1117208 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1117522.375000 Penalty: 4480.252441
	Iteration 7Q: 3 clusters Score -1117522 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1117823.625000 Penalty: 4480.252441
	Iteration 8Q: 3 clusters Score -1117824 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1118101.250000 Penalty: 4480.252441
	Iteration 9Q: 3 clusters Score -1118101 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1118352.500000 Penalty: 4480.252441
	Iteration 10Q: 3 clusters Score -1118352 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1118568.875000 Penalty: 4480.252441
	Iteration 11Q: 3 clusters Score -1118569 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1118729.375000 Penalty: 4480.252441
	Iteration 12Q: 3 clusters Score -1118729 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1118856.750000 Penalty: 4480.252441
	Iteration 13Q: 3 clusters Score -1118857 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1118960.125000 Penalty: 4480.252441
	Iteration 14Q: 3 clusters Score -1118960 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1119017.125000 Penalty: 4480.252441
	Iteration 15Q: 3 clusters Score -1119017 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1119063.375000 Penalty: 4480.252441
	Iteration 16Q: 3 clusters Score -1119063 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1119109.000000 Penalty: 4480.252441
	Iteration 17Q: 3 clusters Score -1119109 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1119148.250000 Penalty: 4480.252441
	Iteration 18Q: 3 clusters Score -1119148 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1119203.500000 Penalty: 4480.252441
	Iteration 19Q: 3 clusters Score -1119204 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1119286.250000 Penalty: 4480.252441
	Iteration 20F: 3 clusters Score -1119286 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1119436.625000 Penalty: 4480.252441
	Iteration 21Q: 3 clusters Score -1119437 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1119573.875000 Penalty: 4480.252441
	Iteration 22Q: 3 clusters Score -1119574 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1119707.375000 Penalty: 4480.252441
	Iteration 23Q: 3 clusters Score -1119707 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1119828.500000 Penalty: 4480.252441
	Iteration 24Q: 3 clusters Score -1119828 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1119950.375000 Penalty: 4480.252441
	Iteration 25Q: 3 clusters Score -1119950 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1120049.625000 Penalty: 4480.252441
	Iteration 26Q: 3 clusters Score -1120050 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1120133.375000 Penalty: 4480.252441
	Iteration 27Q: 3 clusters Score -1120133 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1120193.875000 Penalty: 4480.252441
	Iteration 28Q: 3 clusters Score -1120194 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1120242.500000 Penalty: 4480.252441
	Iteration 29Q: 3 clusters Score -1120242 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1120278.625000 Penalty: 4480.252441
	Iteration 30Q: 3 clusters Score -1120279 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1120301.000000 Penalty: 4480.252441
	Iteration 31Q: 3 clusters Score -1120301 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1120315.500000 Penalty: 4480.252441
	Iteration 32Q: 3 clusters Score -1120316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1120331.125000 Penalty: 4480.252441
	Iteration 33Q: 3 clusters Score -1120331 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1120345.625000 Penalty: 4480.252441
	Iteration 34Q: 3 clusters Score -1120346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1120359.375000 Penalty: 4480.252441
	Iteration 35Q: 3 clusters Score -1120359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1120368.750000 Penalty: 4480.252441
	Iteration 36Q: 3 clusters Score -1120369 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1120382.000000 Penalty: 4480.252441
	Iteration 37Q: 3 clusters Score -1120382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1120386.375000 Penalty: 4480.252441
	Iteration 38Q: 3 clusters Score -1120386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1120390.750000 Penalty: 4480.252441
	Iteration 39Q: 3 clusters Score -1120391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1120406.625000 Penalty: 4480.252441
	Iteration 40F: 3 clusters Score -1120407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1120414.375000 Penalty: 4480.252441
	Iteration 41Q: 3 clusters Score -1120414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1120419.500000 Penalty: 4480.252441
	Iteration 42Q: 3 clusters Score -1120420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1120426.125000 Penalty: 4480.252441
	Iteration 43Q: 3 clusters Score -1120426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1120429.875000 Penalty: 4480.252441
	Iteration 44Q: 3 clusters Score -1120430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1120432.500000 Penalty: 4480.252441
	Iteration 45Q: 3 clusters Score -1120432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1120433.500000 Penalty: 4480.252441
	Iteration 46Q: 3 clusters Score -1120434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1120434.500000 Penalty: 4480.252441
	Iteration 47Q: 3 clusters Score -1120434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1120437.750000 Penalty: 4480.252441
	Iteration 48Q: 3 clusters Score -1120438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1120438.000000 Penalty: 4480.252441
	Iteration 49Q: 3 clusters Score -1120438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1120438.000000 Penalty: 4480.252441
	Iteration 50F: 3 clusters Score -1120438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Entering Unmasked Estep 
Score: -2804853.500000 Penalty: 2474.495850
	Iteration 0F: 2 clusters Score -2804854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2789769.000000 Penalty: 4948.991699
	Iteration 0F: 3 clusters Score -2789769 nChanged 9610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2794925.750000 Penalty: 4948.991699
	Iteration 1F: 3 clusters Score -2794926 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2795387.250000 Penalty: 4948.991699
	Iteration 2F: 3 clusters Score -2795387 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2795781.500000 Penalty: 4948.991699
	Iteration 3Q: 3 clusters Score -2795782 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2796160.250000 Penalty: 4948.991699
	Iteration 4Q: 3 clusters Score -2796160 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2796483.500000 Penalty: 4948.991699
	Iteration 5Q: 3 clusters Score -2796484 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2796789.500000 Penalty: 4948.991699
	Iteration 6Q: 3 clusters Score -2796790 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2797083.000000 Penalty: 4948.991699
	Iteration 7Q: 3 clusters Score -2797083 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2797408.500000 Penalty: 4948.991699
	Iteration 8Q: 3 clusters Score -2797408 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2797829.750000 Penalty: 4948.991699
	Iteration 9Q: 3 clusters Score -2797830 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2798373.250000 Penalty: 4948.991699
	Iteration 10Q: 3 clusters Score -2798373 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2799012.750000 Penalty: 4948.991699
	Iteration 11Q: 3 clusters Score -2799013 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2799735.500000 Penalty: 4948.991699
	Iteration 12Q: 3 clusters Score -2799736 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2800460.750000 Penalty: 4948.991699
	Iteration 13Q: 3 clusters Score -2800461 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2801257.750000 Penalty: 4948.991699
	Iteration 14Q: 3 clusters Score -2801258 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2801937.250000 Penalty: 4948.991699
	Iteration 15Q: 3 clusters Score -2801937 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2802504.000000 Penalty: 4948.991699
	Iteration 16Q: 3 clusters Score -2802504 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2802947.500000 Penalty: 4948.991699
	Iteration 17Q: 3 clusters Score -2802948 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2803254.250000 Penalty: 4948.991699
	Iteration 18Q: 3 clusters Score -2803254 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2803499.500000 Penalty: 4948.991699
	Iteration 19Q: 3 clusters Score -2803500 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2803683.250000 Penalty: 4948.991699
	Iteration 20F: 3 clusters Score -2803683 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -2803801.250000 Penalty: 4948.991699
	Iteration 21Q: 3 clusters Score -2803801 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2803879.500000 Penalty: 4948.991699
	Iteration 22Q: 3 clusters Score -2803880 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2803939.000000 Penalty: 4948.991699
	Iteration 23Q: 3 clusters Score -2803939 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2803987.250000 Penalty: 4948.991699
	Iteration 24Q: 3 clusters Score -2803987 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2804038.000000 Penalty: 4948.991699
	Iteration 25Q: 3 clusters Score -2804038 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -2804054.000000 Penalty: 4948.991699
	Iteration 26Q: 3 clusters Score -2804054 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2804092.750000 Penalty: 4948.991699
	Iteration 27Q: 3 clusters Score -2804093 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2804135.250000 Penalty: 4948.991699
	Iteration 28Q: 3 clusters Score -2804135 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -2804146.000000 Penalty: 4948.991699
	Iteration 29Q: 3 clusters Score -2804146 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -2804189.750000 Penalty: 4948.991699
	Iteration 30Q: 3 clusters Score -2804190 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -2804241.000000 Penalty: 4948.991699
	Iteration 31Q: 3 clusters Score -2804241 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2804286.250000 Penalty: 4948.991699
	Iteration 32Q: 3 clusters Score -2804286 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2804320.500000 Penalty: 4948.991699
	Iteration 33Q: 3 clusters Score -2804320 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2804354.750000 Penalty: 4948.991699
	Iteration 34Q: 3 clusters Score -2804355 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2804390.000000 Penalty: 4948.991699
	Iteration 35Q: 3 clusters Score -2804390 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2804411.250000 Penalty: 4948.991699
	Iteration 36Q: 3 clusters Score -2804411 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -2804429.500000 Penalty: 4948.991699
	Iteration 37Q: 3 clusters Score -2804430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -2804443.250000 Penalty: 4948.991699
	Iteration 38Q: 3 clusters Score -2804443 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2804451.250000 Penalty: 4948.991699
	Iteration 39Q: 3 clusters Score -2804451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2804454.000000 Penalty: 4948.991699
	Iteration 40F: 3 clusters Score -2804454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2804465.000000 Penalty: 4948.991699
	Iteration 41Q: 3 clusters Score -2804465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2804466.250000 Penalty: 4948.991699
	Iteration 42Q: 3 clusters Score -2804466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2804466.750000 Penalty: 4948.991699
	Iteration 43Q: 3 clusters Score -2804467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2804472.250000 Penalty: 4948.991699
	Iteration 44Q: 3 clusters Score -2804472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2804475.250000 Penalty: 4948.991699
	Iteration 45Q: 3 clusters Score -2804475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2804473.500000 Penalty: 4948.991699
	Iteration 46Q: 3 clusters Score -2804474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2804474.250000 Penalty: 4948.991699
	Iteration 47Q: 3 clusters Score -2804474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2804476.750000 Penalty: 4948.991699
	Iteration 48Q: 3 clusters Score -2804477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2804477.250000 Penalty: 4948.991699
	Iteration 49Q: 3 clusters Score -2804477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2804477.250000 Penalty: 4948.991699
	Iteration 50F: 3 clusters Score -2804477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Entering Unmasked Estep 
Score: -6119918.000000 Penalty: 2648.813721
	Iteration 0F: 2 clusters Score -6119918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -6090346.500000 Penalty: 5297.627441
	Iteration 0F: 3 clusters Score -6090346 nChanged 19911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -6101241.000000 Penalty: 5297.627441
	Iteration 1F: 3 clusters Score -6101241 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -6101706.000000 Penalty: 5297.627441
	Iteration 2Q: 3 clusters Score -6101706 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -6102064.500000 Penalty: 5297.627441
	Iteration 3Q: 3 clusters Score -6102064 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -6102400.500000 Penalty: 5297.627441
	Iteration 4Q: 3 clusters Score -6102400 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -6102770.500000 Penalty: 5297.627441
	Iteration 5Q: 3 clusters Score -6102770 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -6103149.000000 Penalty: 5297.627441
	Iteration 6Q: 3 clusters Score -6103149 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -6103578.000000 Penalty: 5297.627441
	Iteration 7Q: 3 clusters Score -6103578 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -6104069.000000 Penalty: 5297.627441
	Iteration 8Q: 3 clusters Score -6104069 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -6104594.000000 Penalty: 5297.627441
	Iteration 9Q: 3 clusters Score -6104594 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -6105216.000000 Penalty: 5297.627441
	Iteration 10Q: 3 clusters Score -6105216 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -6105908.500000 Penalty: 5297.627441
	Iteration 11Q: 3 clusters Score -6105908 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -6106853.000000 Penalty: 5297.627441
	Iteration 12Q: 3 clusters Score -6106853 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -6108020.500000 Penalty: 5297.627441
	Iteration 13Q: 3 clusters Score -6108020 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -6109530.500000 Penalty: 5297.627441
	Iteration 14F: 3 clusters Score -6109530 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -6111185.000000 Penalty: 5297.627441
	Iteration 15F: 3 clusters Score -6111185 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -6112809.500000 Penalty: 5297.627441
	Iteration 16Q: 3 clusters Score -6112810 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -6114194.500000 Penalty: 5297.627441
	Iteration 17Q: 3 clusters Score -6114194 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -6115337.000000 Penalty: 5297.627441
	Iteration 18Q: 3 clusters Score -6115337 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -6116044.500000 Penalty: 5297.627441
	Iteration 19Q: 3 clusters Score -6116044 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -6116624.500000 Penalty: 5297.627441
	Iteration 20F: 3 clusters Score -6116624 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -6116958.000000 Penalty: 5297.627441
	Iteration 21Q: 3 clusters Score -6116958 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -6117200.000000 Penalty: 5297.627441
	Iteration 22Q: 3 clusters Score -6117200 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -6117366.500000 Penalty: 5297.627441
	Iteration 23Q: 3 clusters Score -6117366 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -6117462.500000 Penalty: 5297.627441
	Iteration 24Q: 3 clusters Score -6117462 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -6117512.000000 Penalty: 5297.627441
	Iteration 25Q: 3 clusters Score -6117512 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -6117555.500000 Penalty: 5297.627441
	Iteration 26Q: 3 clusters Score -6117556 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -6117605.000000 Penalty: 5297.627441
	Iteration 27Q: 3 clusters Score -6117605 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -6117627.000000 Penalty: 5297.627441
	Iteration 28Q: 3 clusters Score -6117627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -6117637.000000 Penalty: 5297.627441
	Iteration 29Q: 3 clusters Score -6117637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -6117647.000000 Penalty: 5297.627441
	Iteration 30Q: 3 clusters Score -6117647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -6117649.500000 Penalty: 5297.627441
	Iteration 31Q: 3 clusters Score -6117650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -6117654.500000 Penalty: 5297.627441
	Iteration 32Q: 3 clusters Score -6117654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -6117651.500000 Penalty: 5297.627441
	Iteration 33Q: 3 clusters Score -6117652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -6117656.000000 Penalty: 5297.627441
	Iteration 34Q: 3 clusters Score -6117656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -6117658.500000 Penalty: 5297.627441
	Iteration 35Q: 3 clusters Score -6117658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -6117661.000000 Penalty: 5297.627441
	Iteration 36Q: 3 clusters Score -6117661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -6117659.500000 Penalty: 5297.627441
	Iteration 37Q: 3 clusters Score -6117660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -6117656.000000 Penalty: 5297.627441
	Iteration 38Q: 3 clusters Score -6117656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -6117665.500000 Penalty: 5297.627441
	Iteration 39Q: 3 clusters Score -6117666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -6117670.500000 Penalty: 5297.627441
	Iteration 40F: 3 clusters Score -6117670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -75429.593750 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -75429.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -73821.125000 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -73821.12 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -74057.515625 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -74057.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74151.765625 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -74151.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74215.539062 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -74215.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74260.789062 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -74260.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74290.796875 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -74290.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74320.789062 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -74320.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74380.648438 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -74380.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74498.320312 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -74498.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74713.328125 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -74713.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -75061.617188 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -75061.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -75165.960938 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -75165.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75222.328125 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -75222.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -75296.281250 Penalty: 3173.703125
	Iteration 13Q: 3 clusters Score -75296.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -75335.984375 Penalty: 3173.703125
	Iteration 14Q: 3 clusters Score -75335.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -75353.195312 Penalty: 3173.703125
	Iteration 15Q: 3 clusters Score -75353.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -75365.117188 Penalty: 3173.703125
	Iteration 16Q: 3 clusters Score -75365.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -75378.695312 Penalty: 3173.703125
	Iteration 17Q: 3 clusters Score -75378.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -75380.851562 Penalty: 3173.703125
	Iteration 18Q: 3 clusters Score -75380.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -75380.851562 Penalty: 3173.703125
	Iteration 19F: 3 clusters Score -75380.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Entering Unmasked Estep 
Score: -3550808.750000 Penalty: 2521.054932
	Iteration 0F: 2 clusters Score -3550809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -3532953.000000 Penalty: 5042.109863
	Iteration 0F: 3 clusters Score -3532953 nChanged 11611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -3539391.250000 Penalty: 5042.109863
	Iteration 1F: 3 clusters Score -3539391 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -3539985.500000 Penalty: 5042.109863
	Iteration 2F: 3 clusters Score -3539986 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -3540632.000000 Penalty: 5042.109863
	Iteration 3F: 3 clusters Score -3540632 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -3541341.750000 Penalty: 5042.109863
	Iteration 4F: 3 clusters Score -3541342 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -3542146.000000 Penalty: 5042.109863
	Iteration 5F: 3 clusters Score -3542146 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -3543168.000000 Penalty: 5042.109863
	Iteration 6F: 3 clusters Score -3543168 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -3544460.750000 Penalty: 5042.109863
	Iteration 7F: 3 clusters Score -3544461 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -3545833.750000 Penalty: 5042.109863
	Iteration 8F: 3 clusters Score -3545834 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -3547004.500000 Penalty: 5042.109863
	Iteration 9F: 3 clusters Score -3547004 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -3547820.500000 Penalty: 5042.109863
	Iteration 10Q: 3 clusters Score -3547820 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -3548322.500000 Penalty: 5042.109863
	Iteration 11Q: 3 clusters Score -3548322 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -3548561.250000 Penalty: 5042.109863
	Iteration 12Q: 3 clusters Score -3548561 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -3548748.500000 Penalty: 5042.109863
	Iteration 13Q: 3 clusters Score -3548748 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -3548906.500000 Penalty: 5042.109863
	Iteration 14Q: 3 clusters Score -3548906 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -3549015.000000 Penalty: 5042.109863
	Iteration 15Q: 3 clusters Score -3549015 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -3549113.000000 Penalty: 5042.109863
	Iteration 16Q: 3 clusters Score -3549113 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -3549200.750000 Penalty: 5042.109863
	Iteration 17Q: 3 clusters Score -3549201 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -3549252.500000 Penalty: 5042.109863
	Iteration 18Q: 3 clusters Score -3549252 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -3549299.250000 Penalty: 5042.109863
	Iteration 19Q: 3 clusters Score -3549299 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -3549358.000000 Penalty: 5042.109863
	Iteration 20F: 3 clusters Score -3549358 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -3549383.250000 Penalty: 5042.109863
	Iteration 21Q: 3 clusters Score -3549383 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -3549409.250000 Penalty: 5042.109863
	Iteration 22Q: 3 clusters Score -3549409 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -3549446.000000 Penalty: 5042.109863
	Iteration 23Q: 3 clusters Score -3549446 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -3549478.250000 Penalty: 5042.109863
	Iteration 24Q: 3 clusters Score -3549478 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -3549513.000000 Penalty: 5042.109863
	Iteration 25Q: 3 clusters Score -3549513 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -3549525.750000 Penalty: 5042.109863
	Iteration 26Q: 3 clusters Score -3549526 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -3549589.500000 Penalty: 5042.109863
	Iteration 27Q: 3 clusters Score -3549590 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -3549635.500000 Penalty: 5042.109863
	Iteration 28Q: 3 clusters Score -3549636 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3549680.250000 Penalty: 5042.109863
	Iteration 29Q: 3 clusters Score -3549680 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -3549718.500000 Penalty: 5042.109863
	Iteration 30Q: 3 clusters Score -3549718 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -3549770.250000 Penalty: 5042.109863
	Iteration 31Q: 3 clusters Score -3549770 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -3549804.250000 Penalty: 5042.109863
	Iteration 32Q: 3 clusters Score -3549804 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -3549846.750000 Penalty: 5042.109863
	Iteration 33Q: 3 clusters Score -3549847 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -3549888.000000 Penalty: 5042.109863
	Iteration 34Q: 3 clusters Score -3549888 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -3549926.000000 Penalty: 5042.109863
	Iteration 35Q: 3 clusters Score -3549926 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -3549955.500000 Penalty: 5042.109863
	Iteration 36Q: 3 clusters Score -3549956 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -3549973.000000 Penalty: 5042.109863
	Iteration 37Q: 3 clusters Score -3549973 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -3549995.250000 Penalty: 5042.109863
	Iteration 38Q: 3 clusters Score -3549995 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -3549994.500000 Penalty: 5042.109863
	Iteration 39Q: 3 clusters Score -3549994 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -3550006.500000 Penalty: 5042.109863
	Iteration 40F: 3 clusters Score -3550006 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3550008.750000 Penalty: 5042.109863
	Iteration 41Q: 3 clusters Score -3550009 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -3550020.500000 Penalty: 5042.109863
	Iteration 42Q: 3 clusters Score -3550020 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -3550033.000000 Penalty: 5042.109863
	Iteration 43Q: 3 clusters Score -3550033 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -3550046.000000 Penalty: 5042.109863
	Iteration 44Q: 3 clusters Score -3550046 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -3550074.750000 Penalty: 5042.109863
	Iteration 45Q: 3 clusters Score -3550075 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -3550077.750000 Penalty: 5042.109863
	Iteration 46Q: 3 clusters Score -3550078 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -3550093.750000 Penalty: 5042.109863
	Iteration 47Q: 3 clusters Score -3550094 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -3550109.250000 Penalty: 5042.109863
	Iteration 48Q: 3 clusters Score -3550109 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -3550119.250000 Penalty: 5042.109863
	Iteration 49Q: 3 clusters Score -3550119 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -3550120.250000 Penalty: 5042.109863
	Iteration 50Q: 3 clusters Score -3550120 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -3550130.750000 Penalty: 5042.109863
	Iteration 51Q: 3 clusters Score -3550131 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -3550152.000000 Penalty: 5042.109863
	Iteration 52Q: 3 clusters Score -3550152 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -3550157.000000 Penalty: 5042.109863
	Iteration 53Q: 3 clusters Score -3550157 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -3550165.250000 Penalty: 5042.109863
	Iteration 54Q: 3 clusters Score -3550165 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -3550160.000000 Penalty: 5042.109863
	Iteration 55Q: 3 clusters Score -3550160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -3550167.000000 Penalty: 5042.109863
	Iteration 56Q: 3 clusters Score -3550167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3550172.250000 Penalty: 5042.109863
	Iteration 57Q: 3 clusters Score -3550172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -3550161.250000 Penalty: 5042.109863
	Iteration 58Q: 3 clusters Score -3550161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -3550160.250000 Penalty: 5042.109863
	Iteration 59Q: 3 clusters Score -3550160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -3550163.250000 Penalty: 5042.109863
	Iteration 60F: 3 clusters Score -3550163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -3550164.500000 Penalty: 5042.109863
	Iteration 61Q: 3 clusters Score -3550164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -3550164.500000 Penalty: 5042.109863
	Iteration 62Q: 3 clusters Score -3550164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -3550168.000000 Penalty: 5042.109863
	Iteration 63Q: 3 clusters Score -3550168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -3550172.750000 Penalty: 5042.109863
	Iteration 64Q: 3 clusters Score -3550173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -3550175.500000 Penalty: 5042.109863
	Iteration 65Q: 3 clusters Score -3550176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -3550173.750000 Penalty: 5042.109863
	Iteration 66Q: 3 clusters Score -3550174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -3550173.750000 Penalty: 5042.109863
	Iteration 67F: 3 clusters Score -3550174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (129898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129898 members 
Entering Unmasked Estep 
Score: -18203078.000000 Penalty: 2920.077148
	Iteration 0F: 2 clusters Score -1.820308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 65174 members 
Entering Unmasked Estep 
Score: -18121266.000000 Penalty: 5840.154297
	Iteration 0F: 3 clusters Score -1.812127e+07 nChanged 61686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63522 members 
Mstep: Class 2 contains 66376 members 
Entering Unmasked Estep 
Score: -18156984.000000 Penalty: 5840.154297
	Iteration 1F: 3 clusters Score -1.815698e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62748 members 
Mstep: Class 2 contains 67150 members 
Entering Unmasked Estep 
Score: -18157966.000000 Penalty: 5840.154297
	Iteration 2Q: 3 clusters Score -1.815797e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61551 members 
Mstep: Class 2 contains 68347 members 
Entering Unmasked Estep 
Score: -18159084.000000 Penalty: 5840.154297
	Iteration 3Q: 3 clusters Score -1.815908e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 70211 members 
Entering Unmasked Estep 
Score: -18160506.000000 Penalty: 5840.154297
	Iteration 4Q: 3 clusters Score -1.816051e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56929 members 
Mstep: Class 2 contains 72969 members 
Entering Unmasked Estep 
Score: -18162622.000000 Penalty: 5840.154297
	Iteration 5Q: 3 clusters Score -1.816262e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52912 members 
Mstep: Class 2 contains 76986 members 
Entering Unmasked Estep 
Score: -18165776.000000 Penalty: 5840.154297
	Iteration 6Q: 3 clusters Score -1.816578e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 82239 members 
Entering Unmasked Estep 
Score: -18170586.000000 Penalty: 5840.154297
	Iteration 7F: 3 clusters Score -1.817059e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 88229 members 
Entering Unmasked Estep 
Score: -18177222.000000 Penalty: 5840.154297
	Iteration 8F: 3 clusters Score -1.817722e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 93509 members 
Entering Unmasked Estep 
Score: -18183720.000000 Penalty: 5840.154297
	Iteration 9F: 3 clusters Score -1.818372e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 97206 members 
Entering Unmasked Estep 
Score: -18188892.000000 Penalty: 5840.154297
	Iteration 10F: 3 clusters Score -1.818889e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 99710 members 
Entering Unmasked Estep 
Score: -18191942.000000 Penalty: 5840.154297
	Iteration 11Q: 3 clusters Score -1.819194e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 101677 members 
Entering Unmasked Estep 
Score: -18193638.000000 Penalty: 5840.154297
	Iteration 12Q: 3 clusters Score -1.819364e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 103328 members 
Entering Unmasked Estep 
Score: -18194736.000000 Penalty: 5840.154297
	Iteration 13Q: 3 clusters Score -1.819474e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 104785 members 
Entering Unmasked Estep 
Score: -18195608.000000 Penalty: 5840.154297
	Iteration 14Q: 3 clusters Score -1.819561e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 106066 members 
Entering Unmasked Estep 
Score: -18196276.000000 Penalty: 5840.154297
	Iteration 15Q: 3 clusters Score -1.819628e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 107243 members 
Entering Unmasked Estep 
Score: -18196886.000000 Penalty: 5840.154297
	Iteration 16Q: 3 clusters Score -1.819689e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 108296 members 
Entering Unmasked Estep 
Score: -18197396.000000 Penalty: 5840.154297
	Iteration 17Q: 3 clusters Score -1.81974e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 109233 members 
Entering Unmasked Estep 
Score: -18197780.000000 Penalty: 5840.154297
	Iteration 18Q: 3 clusters Score -1.819778e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 110044 members 
Entering Unmasked Estep 
Score: -18198062.000000 Penalty: 5840.154297
	Iteration 19Q: 3 clusters Score -1.819806e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 110718 members 
Entering Unmasked Estep 
Score: -18198350.000000 Penalty: 5840.154297
	Iteration 20F: 3 clusters Score -1.819835e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 111383 members 
Entering Unmasked Estep 
Score: -18198664.000000 Penalty: 5840.154297
	Iteration 21Q: 3 clusters Score -1.819866e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 111962 members 
Entering Unmasked Estep 
Score: -18198846.000000 Penalty: 5840.154297
	Iteration 22Q: 3 clusters Score -1.819885e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 112442 members 
Entering Unmasked Estep 
Score: -18198936.000000 Penalty: 5840.154297
	Iteration 23Q: 3 clusters Score -1.819894e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 112898 members 
Entering Unmasked Estep 
Score: -18199058.000000 Penalty: 5840.154297
	Iteration 24Q: 3 clusters Score -1.819906e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 113321 members 
Entering Unmasked Estep 
Score: -18199124.000000 Penalty: 5840.154297
	Iteration 25Q: 3 clusters Score -1.819912e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 113726 members 
Entering Unmasked Estep 
Score: -18199186.000000 Penalty: 5840.154297
	Iteration 26Q: 3 clusters Score -1.819919e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 114096 members 
Entering Unmasked Estep 
Score: -18199320.000000 Penalty: 5840.154297
	Iteration 27Q: 3 clusters Score -1.819932e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 114452 members 
Entering Unmasked Estep 
Score: -18199374.000000 Penalty: 5840.154297
	Iteration 28Q: 3 clusters Score -1.819937e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 114767 members 
Entering Unmasked Estep 
Score: -18199438.000000 Penalty: 5840.154297
	Iteration 29Q: 3 clusters Score -1.819944e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 115068 members 
Entering Unmasked Estep 
Score: -18199448.000000 Penalty: 5840.154297
	Iteration 30Q: 3 clusters Score -1.819945e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 115396 members 
Entering Unmasked Estep 
Score: -18199560.000000 Penalty: 5840.154297
	Iteration 31Q: 3 clusters Score -1.819956e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 115701 members 
Entering Unmasked Estep 
Score: -18199556.000000 Penalty: 5840.154297
	Iteration 32Q: 3 clusters Score -1.819956e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 115995 members 
Entering Unmasked Estep 
Score: -18199670.000000 Penalty: 5840.154297
	Iteration 33Q: 3 clusters Score -1.819967e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 116296 members 
Entering Unmasked Estep 
Score: -18199720.000000 Penalty: 5840.154297
	Iteration 34Q: 3 clusters Score -1.819972e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 116577 members 
Entering Unmasked Estep 
Score: -18199750.000000 Penalty: 5840.154297
	Iteration 35Q: 3 clusters Score -1.819975e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 116833 members 
Entering Unmasked Estep 
Score: -18199714.000000 Penalty: 5840.154297
	Iteration 36Q: 3 clusters Score -1.819971e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 117101 members 
Entering Unmasked Estep 
Score: -18199730.000000 Penalty: 5840.154297
	Iteration 37Q: 3 clusters Score -1.819973e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 117375 members 
Entering Unmasked Estep 
Score: -18199746.000000 Penalty: 5840.154297
	Iteration 38Q: 3 clusters Score -1.819975e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 117628 members 
Entering Unmasked Estep 
Score: -18199728.000000 Penalty: 5840.154297
	Iteration 39Q: 3 clusters Score -1.819973e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 117856 members 
Entering Unmasked Estep 
Score: -18199704.000000 Penalty: 5840.154297
	Iteration 40F: 3 clusters Score -1.81997e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 118065 members 
Entering Unmasked Estep 
Score: -18199732.000000 Penalty: 5840.154297
	Iteration 41Q: 3 clusters Score -1.819973e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 118242 members 
Entering Unmasked Estep 
Score: -18199732.000000 Penalty: 5840.154297
	Iteration 42Q: 3 clusters Score -1.819973e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 118412 members 
Entering Unmasked Estep 
Score: -18199722.000000 Penalty: 5840.154297
	Iteration 43Q: 3 clusters Score -1.819972e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 118568 members 
Entering Unmasked Estep 
Score: -18199690.000000 Penalty: 5840.154297
	Iteration 44Q: 3 clusters Score -1.819969e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 118713 members 
Entering Unmasked Estep 
Score: -18199730.000000 Penalty: 5840.154297
	Iteration 45Q: 3 clusters Score -1.819973e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 118844 members 
Entering Unmasked Estep 
Score: -18199724.000000 Penalty: 5840.154297
	Iteration 46Q: 3 clusters Score -1.819972e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 119005 members 
Entering Unmasked Estep 
Score: -18199712.000000 Penalty: 5840.154297
	Iteration 47Q: 3 clusters Score -1.819971e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 119160 members 
Entering Unmasked Estep 
Score: -18199726.000000 Penalty: 5840.154297
	Iteration 48Q: 3 clusters Score -1.819973e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 119314 members 
Entering Unmasked Estep 
Score: -18199746.000000 Penalty: 5840.154297
	Iteration 49Q: 3 clusters Score -1.819975e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 119474 members 
Entering Unmasked Estep 
Score: -18199736.000000 Penalty: 5840.154297
	Iteration 50Q: 3 clusters Score -1.819974e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 119635 members 
Entering Unmasked Estep 
Score: -18199742.000000 Penalty: 5840.154297
	Iteration 51Q: 3 clusters Score -1.819974e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 119792 members 
Entering Unmasked Estep 
Score: -18199770.000000 Penalty: 5840.154297
	Iteration 52Q: 3 clusters Score -1.819977e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 119936 members 
Entering Unmasked Estep 
Score: -18199776.000000 Penalty: 5840.154297
	Iteration 53Q: 3 clusters Score -1.819978e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 120108 members 
Entering Unmasked Estep 
Score: -18199804.000000 Penalty: 5840.154297
	Iteration 54Q: 3 clusters Score -1.81998e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 120260 members 
Entering Unmasked Estep 
Score: -18199824.000000 Penalty: 5840.154297
	Iteration 55Q: 3 clusters Score -1.819982e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 120419 members 
Entering Unmasked Estep 
Score: -18199840.000000 Penalty: 5840.154297
	Iteration 56Q: 3 clusters Score -1.819984e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 120558 members 
Entering Unmasked Estep 
Score: -18199804.000000 Penalty: 5840.154297
	Iteration 57Q: 3 clusters Score -1.81998e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 120661 members 
Entering Unmasked Estep 
Score: -18199810.000000 Penalty: 5840.154297
	Iteration 58Q: 3 clusters Score -1.819981e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 120763 members 
Entering Unmasked Estep 
Score: -18199854.000000 Penalty: 5840.154297
	Iteration 59Q: 3 clusters Score -1.819985e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 120859 members 
Entering Unmasked Estep 
Score: -18199850.000000 Penalty: 5840.154297
	Iteration 60F: 3 clusters Score -1.819985e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 120960 members 
Entering Unmasked Estep 
Score: -18199822.000000 Penalty: 5840.154297
	Iteration 61Q: 3 clusters Score -1.819982e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 121037 members 
Entering Unmasked Estep 
Score: -18199858.000000 Penalty: 5840.154297
	Iteration 62Q: 3 clusters Score -1.819986e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 121094 members 
Entering Unmasked Estep 
Score: -18199858.000000 Penalty: 5840.154297
	Iteration 63Q: 3 clusters Score -1.819986e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 121145 members 
Entering Unmasked Estep 
Score: -18199860.000000 Penalty: 5840.154297
	Iteration 64Q: 3 clusters Score -1.819986e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 121195 members 
Entering Unmasked Estep 
Score: -18199862.000000 Penalty: 5840.154297
	Iteration 65Q: 3 clusters Score -1.819986e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 121248 members 
Entering Unmasked Estep 
Score: -18199886.000000 Penalty: 5840.154297
	Iteration 66Q: 3 clusters Score -1.819989e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 121299 members 
Entering Unmasked Estep 
Score: -18199882.000000 Penalty: 5840.154297
	Iteration 67Q: 3 clusters Score -1.819988e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 121346 members 
Entering Unmasked Estep 
Score: -18199896.000000 Penalty: 5840.154297
	Iteration 68Q: 3 clusters Score -1.81999e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 121398 members 
Entering Unmasked Estep 
Score: -18199910.000000 Penalty: 5840.154297
	Iteration 69Q: 3 clusters Score -1.819991e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 121469 members 
Entering Unmasked Estep 
Score: -18199904.000000 Penalty: 5840.154297
	Iteration 70Q: 3 clusters Score -1.81999e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 121534 members 
Entering Unmasked Estep 
Score: -18199888.000000 Penalty: 5840.154297
	Iteration 71Q: 3 clusters Score -1.819989e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 121600 members 
Entering Unmasked Estep 
Score: -18199886.000000 Penalty: 5840.154297
	Iteration 72Q: 3 clusters Score -1.819989e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 121664 members 
Entering Unmasked Estep 
Score: -18199886.000000 Penalty: 5840.154297
	Iteration 73Q: 3 clusters Score -1.819989e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 121716 members 
Entering Unmasked Estep 
Score: -18199910.000000 Penalty: 5840.154297
	Iteration 74Q: 3 clusters Score -1.819991e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 121770 members 
Entering Unmasked Estep 
Score: -18199912.000000 Penalty: 5840.154297
	Iteration 75Q: 3 clusters Score -1.819991e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 121835 members 
Entering Unmasked Estep 
Score: -18199922.000000 Penalty: 5840.154297
	Iteration 76Q: 3 clusters Score -1.819992e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 121893 members 
Entering Unmasked Estep 
Score: -18199940.000000 Penalty: 5840.154297
	Iteration 77Q: 3 clusters Score -1.819994e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 121935 members 
Entering Unmasked Estep 
Score: -18199938.000000 Penalty: 5840.154297
	Iteration 78Q: 3 clusters Score -1.819994e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 121980 members 
Entering Unmasked Estep 
Score: -18199926.000000 Penalty: 5840.154297
	Iteration 79Q: 3 clusters Score -1.819993e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 122022 members 
Entering Unmasked Estep 
Score: -18199964.000000 Penalty: 5840.154297
	Iteration 80F: 3 clusters Score -1.819996e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 122070 members 
Entering Unmasked Estep 
Score: -18199966.000000 Penalty: 5840.154297
	Iteration 81Q: 3 clusters Score -1.819997e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 122121 members 
Entering Unmasked Estep 
Score: -18199946.000000 Penalty: 5840.154297
	Iteration 82Q: 3 clusters Score -1.819995e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 122187 members 
Entering Unmasked Estep 
Score: -18199988.000000 Penalty: 5840.154297
	Iteration 83Q: 3 clusters Score -1.819999e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 122245 members 
Entering Unmasked Estep 
Score: -18199978.000000 Penalty: 5840.154297
	Iteration 84Q: 3 clusters Score -1.819998e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 122309 members 
Entering Unmasked Estep 
Score: -18200006.000000 Penalty: 5840.154297
	Iteration 85Q: 3 clusters Score -1.820001e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 122363 members 
Entering Unmasked Estep 
Score: -18200046.000000 Penalty: 5840.154297
	Iteration 86Q: 3 clusters Score -1.820005e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 122422 members 
Entering Unmasked Estep 
Score: -18200070.000000 Penalty: 5840.154297
	Iteration 87Q: 3 clusters Score -1.820007e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 122482 members 
Entering Unmasked Estep 
Score: -18200098.000000 Penalty: 5840.154297
	Iteration 88Q: 3 clusters Score -1.82001e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 122540 members 
Entering Unmasked Estep 
Score: -18200084.000000 Penalty: 5840.154297
	Iteration 89Q: 3 clusters Score -1.820008e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 122590 members 
Entering Unmasked Estep 
Score: -18200108.000000 Penalty: 5840.154297
	Iteration 90Q: 3 clusters Score -1.820011e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 122633 members 
Entering Unmasked Estep 
Score: -18200124.000000 Penalty: 5840.154297
	Iteration 91Q: 3 clusters Score -1.820012e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 122670 members 
Entering Unmasked Estep 
Score: -18200104.000000 Penalty: 5840.154297
	Iteration 92Q: 3 clusters Score -1.82001e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 122694 members 
Entering Unmasked Estep 
Score: -18200128.000000 Penalty: 5840.154297
	Iteration 93Q: 3 clusters Score -1.820013e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 122726 members 
Entering Unmasked Estep 
Score: -18200132.000000 Penalty: 5840.154297
	Iteration 94Q: 3 clusters Score -1.820013e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 122760 members 
Entering Unmasked Estep 
Score: -18200146.000000 Penalty: 5840.154297
	Iteration 95Q: 3 clusters Score -1.820015e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 122787 members 
Entering Unmasked Estep 
Score: -18200160.000000 Penalty: 5840.154297
	Iteration 96Q: 3 clusters Score -1.820016e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 122809 members 
Entering Unmasked Estep 
Score: -18200160.000000 Penalty: 5840.154297
	Iteration 97Q: 3 clusters Score -1.820016e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 122828 members 
Entering Unmasked Estep 
Score: -18200182.000000 Penalty: 5840.154297
	Iteration 98Q: 3 clusters Score -1.820018e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 122849 members 
Entering Unmasked Estep 
Score: -18200176.000000 Penalty: 5840.154297
	Iteration 99Q: 3 clusters Score -1.820018e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 122874 members 
Entering Unmasked Estep 
Score: -18200182.000000 Penalty: 5840.154297
	Iteration 100F: 3 clusters Score -1.820018e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 122907 members 
Entering Unmasked Estep 
Score: -18200182.000000 Penalty: 5840.154297
	Iteration 101Q: 3 clusters Score -1.820018e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 122937 members 
Entering Unmasked Estep 
Score: -18200204.000000 Penalty: 5840.154297
	Iteration 102Q: 3 clusters Score -1.82002e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 122969 members 
Entering Unmasked Estep 
Score: -18200200.000000 Penalty: 5840.154297
	Iteration 103Q: 3 clusters Score -1.82002e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 122992 members 
Entering Unmasked Estep 
Score: -18200206.000000 Penalty: 5840.154297
	Iteration 104Q: 3 clusters Score -1.820021e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 123016 members 
Entering Unmasked Estep 
Score: -18200198.000000 Penalty: 5840.154297
	Iteration 105Q: 3 clusters Score -1.82002e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 123041 members 
Entering Unmasked Estep 
Score: -18200198.000000 Penalty: 5840.154297
	Iteration 106Q: 3 clusters Score -1.82002e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 123069 members 
Entering Unmasked Estep 
Score: -18200216.000000 Penalty: 5840.154297
	Iteration 107Q: 3 clusters Score -1.820022e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 123099 members 
Entering Unmasked Estep 
Score: -18200232.000000 Penalty: 5840.154297
	Iteration 108Q: 3 clusters Score -1.820023e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 123121 members 
Entering Unmasked Estep 
Score: -18200220.000000 Penalty: 5840.154297
	Iteration 109Q: 3 clusters Score -1.820022e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 123145 members 
Entering Unmasked Estep 
Score: -18200210.000000 Penalty: 5840.154297
	Iteration 110Q: 3 clusters Score -1.820021e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 123180 members 
Entering Unmasked Estep 
Score: -18200236.000000 Penalty: 5840.154297
	Iteration 111Q: 3 clusters Score -1.820024e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 123214 members 
Entering Unmasked Estep 
Score: -18200242.000000 Penalty: 5840.154297
	Iteration 112Q: 3 clusters Score -1.820024e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 123249 members 
Entering Unmasked Estep 
Score: -18200266.000000 Penalty: 5840.154297
	Iteration 113Q: 3 clusters Score -1.820027e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 123288 members 
Entering Unmasked Estep 
Score: -18200264.000000 Penalty: 5840.154297
	Iteration 114Q: 3 clusters Score -1.820026e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 123322 members 
Entering Unmasked Estep 
Score: -18200268.000000 Penalty: 5840.154297
	Iteration 115Q: 3 clusters Score -1.820027e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 123349 members 
Entering Unmasked Estep 
Score: -18200282.000000 Penalty: 5840.154297
	Iteration 116Q: 3 clusters Score -1.820028e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 123378 members 
Entering Unmasked Estep 
Score: -18200286.000000 Penalty: 5840.154297
	Iteration 117Q: 3 clusters Score -1.820029e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 123414 members 
Entering Unmasked Estep 
Score: -18200300.000000 Penalty: 5840.154297
	Iteration 118Q: 3 clusters Score -1.82003e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 123434 members 
Entering Unmasked Estep 
Score: -18200296.000000 Penalty: 5840.154297
	Iteration 119Q: 3 clusters Score -1.82003e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 123456 members 
Entering Unmasked Estep 
Score: -18200324.000000 Penalty: 5840.154297
	Iteration 120F: 3 clusters Score -1.820032e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 123481 members 
Entering Unmasked Estep 
Score: -18200312.000000 Penalty: 5840.154297
	Iteration 121Q: 3 clusters Score -1.820031e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 123510 members 
Entering Unmasked Estep 
Score: -18200316.000000 Penalty: 5840.154297
	Iteration 122Q: 3 clusters Score -1.820032e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 123536 members 
Entering Unmasked Estep 
Score: -18200316.000000 Penalty: 5840.154297
	Iteration 123Q: 3 clusters Score -1.820032e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 123562 members 
Entering Unmasked Estep 
Score: -18200346.000000 Penalty: 5840.154297
	Iteration 124Q: 3 clusters Score -1.820035e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 123584 members 
Entering Unmasked Estep 
Score: -18200344.000000 Penalty: 5840.154297
	Iteration 125Q: 3 clusters Score -1.820034e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 123606 members 
Entering Unmasked Estep 
Score: -18200324.000000 Penalty: 5840.154297
	Iteration 126Q: 3 clusters Score -1.820032e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 123628 members 
Entering Unmasked Estep 
Score: -18200346.000000 Penalty: 5840.154297
	Iteration 127Q: 3 clusters Score -1.820035e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 123651 members 
Entering Unmasked Estep 
Score: -18200364.000000 Penalty: 5840.154297
	Iteration 128Q: 3 clusters Score -1.820036e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 123673 members 
Entering Unmasked Estep 
Score: -18200340.000000 Penalty: 5840.154297
	Iteration 129Q: 3 clusters Score -1.820034e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 123699 members 
Entering Unmasked Estep 
Score: -18200352.000000 Penalty: 5840.154297
	Iteration 130Q: 3 clusters Score -1.820035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 123715 members 
Entering Unmasked Estep 
Score: -18200346.000000 Penalty: 5840.154297
	Iteration 131Q: 3 clusters Score -1.820035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 123729 members 
Entering Unmasked Estep 
Score: -18200368.000000 Penalty: 5840.154297
	Iteration 132Q: 3 clusters Score -1.820037e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 123745 members 
Entering Unmasked Estep 
Score: -18200370.000000 Penalty: 5840.154297
	Iteration 133Q: 3 clusters Score -1.820037e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 123755 members 
Entering Unmasked Estep 
Score: -18200376.000000 Penalty: 5840.154297
	Iteration 134Q: 3 clusters Score -1.820038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 123768 members 
Entering Unmasked Estep 
Score: -18200392.000000 Penalty: 5840.154297
	Iteration 135Q: 3 clusters Score -1.820039e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 123786 members 
Entering Unmasked Estep 
Score: -18200410.000000 Penalty: 5840.154297
	Iteration 136Q: 3 clusters Score -1.820041e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 123802 members 
Entering Unmasked Estep 
Score: -18200404.000000 Penalty: 5840.154297
	Iteration 137Q: 3 clusters Score -1.82004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 123813 members 
Entering Unmasked Estep 
Score: -18200408.000000 Penalty: 5840.154297
	Iteration 138Q: 3 clusters Score -1.820041e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 123826 members 
Entering Unmasked Estep 
Score: -18200398.000000 Penalty: 5840.154297
	Iteration 139Q: 3 clusters Score -1.82004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 123838 members 
Entering Unmasked Estep 
Score: -18200406.000000 Penalty: 5840.154297
	Iteration 140F: 3 clusters Score -1.820041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 123855 members 
Entering Unmasked Estep 
Score: -18200402.000000 Penalty: 5840.154297
	Iteration 141Q: 3 clusters Score -1.82004e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 123869 members 
Entering Unmasked Estep 
Score: -18200414.000000 Penalty: 5840.154297
	Iteration 142Q: 3 clusters Score -1.820041e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 123882 members 
Entering Unmasked Estep 
Score: -18200426.000000 Penalty: 5840.154297
	Iteration 143Q: 3 clusters Score -1.820043e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 123898 members 
Entering Unmasked Estep 
Score: -18200432.000000 Penalty: 5840.154297
	Iteration 144Q: 3 clusters Score -1.820043e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 123912 members 
Entering Unmasked Estep 
Score: -18200428.000000 Penalty: 5840.154297
	Iteration 145Q: 3 clusters Score -1.820043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 123921 members 
Entering Unmasked Estep 
Score: -18200410.000000 Penalty: 5840.154297
	Iteration 146Q: 3 clusters Score -1.820041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 123929 members 
Entering Unmasked Estep 
Score: -18200426.000000 Penalty: 5840.154297
	Iteration 147Q: 3 clusters Score -1.820043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 123941 members 
Entering Unmasked Estep 
Score: -18200406.000000 Penalty: 5840.154297
	Iteration 148Q: 3 clusters Score -1.820041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 123948 members 
Entering Unmasked Estep 
Score: -18200406.000000 Penalty: 5840.154297
	Iteration 149Q: 3 clusters Score -1.820041e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 123961 members 
Entering Unmasked Estep 
Score: -18200416.000000 Penalty: 5840.154297
	Iteration 150Q: 3 clusters Score -1.820042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 123978 members 
Entering Unmasked Estep 
Score: -18200402.000000 Penalty: 5840.154297
	Iteration 151Q: 3 clusters Score -1.82004e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 123992 members 
Entering Unmasked Estep 
Score: -18200390.000000 Penalty: 5840.154297
	Iteration 152Q: 3 clusters Score -1.820039e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 124011 members 
Entering Unmasked Estep 
Score: -18200402.000000 Penalty: 5840.154297
	Iteration 153Q: 3 clusters Score -1.82004e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 124036 members 
Entering Unmasked Estep 
Score: -18200406.000000 Penalty: 5840.154297
	Iteration 154Q: 3 clusters Score -1.820041e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 124073 members 
Entering Unmasked Estep 
Score: -18200402.000000 Penalty: 5840.154297
	Iteration 155Q: 3 clusters Score -1.82004e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 124122 members 
Entering Unmasked Estep 
Score: -18200400.000000 Penalty: 5840.154297
	Iteration 156Q: 3 clusters Score -1.82004e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 124159 members 
Entering Unmasked Estep 
Score: -18200390.000000 Penalty: 5840.154297
	Iteration 157Q: 3 clusters Score -1.820039e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 124191 members 
Entering Unmasked Estep 
Score: -18200388.000000 Penalty: 5840.154297
	Iteration 158Q: 3 clusters Score -1.820039e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 124233 members 
Entering Unmasked Estep 
Score: -18200404.000000 Penalty: 5840.154297
	Iteration 159Q: 3 clusters Score -1.82004e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 124270 members 
Entering Unmasked Estep 
Score: -18200426.000000 Penalty: 5840.154297
	Iteration 160F: 3 clusters Score -1.820043e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 124321 members 
Entering Unmasked Estep 
Score: -18200432.000000 Penalty: 5840.154297
	Iteration 161Q: 3 clusters Score -1.820043e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 124370 members 
Entering Unmasked Estep 
Score: -18200430.000000 Penalty: 5840.154297
	Iteration 162Q: 3 clusters Score -1.820043e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 124421 members 
Entering Unmasked Estep 
Score: -18200376.000000 Penalty: 5840.154297
	Iteration 163Q: 3 clusters Score -1.820038e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 124467 members 
Entering Unmasked Estep 
Score: -18200406.000000 Penalty: 5840.154297
	Iteration 164Q: 3 clusters Score -1.820041e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 124512 members 
Entering Unmasked Estep 
Score: -18200432.000000 Penalty: 5840.154297
	Iteration 165Q: 3 clusters Score -1.820043e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 124564 members 
Entering Unmasked Estep 
Score: -18200444.000000 Penalty: 5840.154297
	Iteration 166Q: 3 clusters Score -1.820044e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 124621 members 
Entering Unmasked Estep 
Score: -18200462.000000 Penalty: 5840.154297
	Iteration 167Q: 3 clusters Score -1.820046e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 124667 members 
Entering Unmasked Estep 
Score: -18200476.000000 Penalty: 5840.154297
	Iteration 168Q: 3 clusters Score -1.820048e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 124707 members 
Entering Unmasked Estep 
Score: -18200466.000000 Penalty: 5840.154297
	Iteration 169Q: 3 clusters Score -1.820047e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 124743 members 
Entering Unmasked Estep 
Score: -18200480.000000 Penalty: 5840.154297
	Iteration 170Q: 3 clusters Score -1.820048e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 124774 members 
Entering Unmasked Estep 
Score: -18200462.000000 Penalty: 5840.154297
	Iteration 171Q: 3 clusters Score -1.820046e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 124808 members 
Entering Unmasked Estep 
Score: -18200468.000000 Penalty: 5840.154297
	Iteration 172Q: 3 clusters Score -1.820047e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 124831 members 
Entering Unmasked Estep 
Score: -18200480.000000 Penalty: 5840.154297
	Iteration 173Q: 3 clusters Score -1.820048e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 124851 members 
Entering Unmasked Estep 
Score: -18200496.000000 Penalty: 5840.154297
	Iteration 174Q: 3 clusters Score -1.82005e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 124873 members 
Entering Unmasked Estep 
Score: -18200478.000000 Penalty: 5840.154297
	Iteration 175Q: 3 clusters Score -1.820048e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 124904 members 
Entering Unmasked Estep 
Score: -18200502.000000 Penalty: 5840.154297
	Iteration 176Q: 3 clusters Score -1.82005e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 124922 members 
Entering Unmasked Estep 
Score: -18200490.000000 Penalty: 5840.154297
	Iteration 177Q: 3 clusters Score -1.820049e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 124952 members 
Entering Unmasked Estep 
Score: -18200492.000000 Penalty: 5840.154297
	Iteration 178Q: 3 clusters Score -1.820049e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 124979 members 
Entering Unmasked Estep 
Score: -18200494.000000 Penalty: 5840.154297
	Iteration 179Q: 3 clusters Score -1.820049e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 125006 members 
Entering Unmasked Estep 
Score: -18200486.000000 Penalty: 5840.154297
	Iteration 180F: 3 clusters Score -1.820049e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 125027 members 
Entering Unmasked Estep 
Score: -18200464.000000 Penalty: 5840.154297
	Iteration 181Q: 3 clusters Score -1.820046e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 125041 members 
Entering Unmasked Estep 
Score: -18200472.000000 Penalty: 5840.154297
	Iteration 182Q: 3 clusters Score -1.820047e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 125053 members 
Entering Unmasked Estep 
Score: -18200458.000000 Penalty: 5840.154297
	Iteration 183Q: 3 clusters Score -1.820046e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 125073 members 
Entering Unmasked Estep 
Score: -18200456.000000 Penalty: 5840.154297
	Iteration 184Q: 3 clusters Score -1.820046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 125092 members 
Entering Unmasked Estep 
Score: -18200464.000000 Penalty: 5840.154297
	Iteration 185Q: 3 clusters Score -1.820046e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 125104 members 
Entering Unmasked Estep 
Score: -18200462.000000 Penalty: 5840.154297
	Iteration 186Q: 3 clusters Score -1.820046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 125115 members 
Entering Unmasked Estep 
Score: -18200474.000000 Penalty: 5840.154297
	Iteration 187Q: 3 clusters Score -1.820047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 125118 members 
Entering Unmasked Estep 
Score: -18200490.000000 Penalty: 5840.154297
	Iteration 188Q: 3 clusters Score -1.820049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 125130 members 
Entering Unmasked Estep 
Score: -18200494.000000 Penalty: 5840.154297
	Iteration 189Q: 3 clusters Score -1.820049e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 125145 members 
Entering Unmasked Estep 
Score: -18200476.000000 Penalty: 5840.154297
	Iteration 190Q: 3 clusters Score -1.820048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 125159 members 
Entering Unmasked Estep 
Score: -18200488.000000 Penalty: 5840.154297
	Iteration 191Q: 3 clusters Score -1.820049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 125171 members 
Entering Unmasked Estep 
Score: -18200492.000000 Penalty: 5840.154297
	Iteration 192Q: 3 clusters Score -1.820049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 125187 members 
Entering Unmasked Estep 
Score: -18200490.000000 Penalty: 5840.154297
	Iteration 193Q: 3 clusters Score -1.820049e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 125198 members 
Entering Unmasked Estep 
Score: -18200492.000000 Penalty: 5840.154297
	Iteration 194Q: 3 clusters Score -1.820049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 125212 members 
Entering Unmasked Estep 
Score: -18200504.000000 Penalty: 5840.154297
	Iteration 195Q: 3 clusters Score -1.82005e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 125225 members 
Entering Unmasked Estep 
Score: -18200512.000000 Penalty: 5840.154297
	Iteration 196Q: 3 clusters Score -1.820051e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 125242 members 
Entering Unmasked Estep 
Score: -18200524.000000 Penalty: 5840.154297
	Iteration 197Q: 3 clusters Score -1.820052e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 125262 members 
Entering Unmasked Estep 
Score: -18200520.000000 Penalty: 5840.154297
	Iteration 198Q: 3 clusters Score -1.820052e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 125273 members 
Entering Unmasked Estep 
Score: -18200514.000000 Penalty: 5840.154297
	Iteration 199Q: 3 clusters Score -1.820051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 125284 members 
Entering Unmasked Estep 
Score: -18200510.000000 Penalty: 5840.154297
	Iteration 200F: 3 clusters Score -1.820051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 125293 members 
Entering Unmasked Estep 
Score: -18200516.000000 Penalty: 5840.154297
	Iteration 201Q: 3 clusters Score -1.820052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 125301 members 
Entering Unmasked Estep 
Score: -18200512.000000 Penalty: 5840.154297
	Iteration 202Q: 3 clusters Score -1.820051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 125309 members 
Entering Unmasked Estep 
Score: -18200512.000000 Penalty: 5840.154297
	Iteration 203Q: 3 clusters Score -1.820051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 125316 members 
Entering Unmasked Estep 
Score: -18200516.000000 Penalty: 5840.154297
	Iteration 204Q: 3 clusters Score -1.820052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 125326 members 
Entering Unmasked Estep 
Score: -18200520.000000 Penalty: 5840.154297
	Iteration 205Q: 3 clusters Score -1.820052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 125340 members 
Entering Unmasked Estep 
Score: -18200530.000000 Penalty: 5840.154297
	Iteration 206Q: 3 clusters Score -1.820053e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 125360 members 
Entering Unmasked Estep 
Score: -18200550.000000 Penalty: 5840.154297
	Iteration 207Q: 3 clusters Score -1.820055e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 125374 members 
Entering Unmasked Estep 
Score: -18200532.000000 Penalty: 5840.154297
	Iteration 208Q: 3 clusters Score -1.820053e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 125396 members 
Entering Unmasked Estep 
Score: -18200518.000000 Penalty: 5840.154297
	Iteration 209Q: 3 clusters Score -1.820052e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 125424 members 
Entering Unmasked Estep 
Score: -18200544.000000 Penalty: 5840.154297
	Iteration 210Q: 3 clusters Score -1.820054e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 125448 members 
Entering Unmasked Estep 
Score: -18200522.000000 Penalty: 5840.154297
	Iteration 211Q: 3 clusters Score -1.820052e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 125472 members 
Entering Unmasked Estep 
Score: -18200540.000000 Penalty: 5840.154297
	Iteration 212Q: 3 clusters Score -1.820054e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 125493 members 
Entering Unmasked Estep 
Score: -18200538.000000 Penalty: 5840.154297
	Iteration 213Q: 3 clusters Score -1.820054e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 125514 members 
Entering Unmasked Estep 
Score: -18200550.000000 Penalty: 5840.154297
	Iteration 214Q: 3 clusters Score -1.820055e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 125532 members 
Entering Unmasked Estep 
Score: -18200562.000000 Penalty: 5840.154297
	Iteration 215Q: 3 clusters Score -1.820056e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 125554 members 
Entering Unmasked Estep 
Score: -18200554.000000 Penalty: 5840.154297
	Iteration 216Q: 3 clusters Score -1.820055e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 125573 members 
Entering Unmasked Estep 
Score: -18200552.000000 Penalty: 5840.154297
	Iteration 217Q: 3 clusters Score -1.820055e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 125587 members 
Entering Unmasked Estep 
Score: -18200564.000000 Penalty: 5840.154297
	Iteration 218Q: 3 clusters Score -1.820056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 125598 members 
Entering Unmasked Estep 
Score: -18200550.000000 Penalty: 5840.154297
	Iteration 219Q: 3 clusters Score -1.820055e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 125609 members 
Entering Unmasked Estep 
Score: -18200560.000000 Penalty: 5840.154297
	Iteration 220F: 3 clusters Score -1.820056e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 125622 members 
Entering Unmasked Estep 
Score: -18200542.000000 Penalty: 5840.154297
	Iteration 221Q: 3 clusters Score -1.820054e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 125637 members 
Entering Unmasked Estep 
Score: -18200550.000000 Penalty: 5840.154297
	Iteration 222Q: 3 clusters Score -1.820055e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 125656 members 
Entering Unmasked Estep 
Score: -18200568.000000 Penalty: 5840.154297
	Iteration 223Q: 3 clusters Score -1.820057e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 125672 members 
Entering Unmasked Estep 
Score: -18200572.000000 Penalty: 5840.154297
	Iteration 224Q: 3 clusters Score -1.820057e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 125686 members 
Entering Unmasked Estep 
Score: -18200586.000000 Penalty: 5840.154297
	Iteration 225Q: 3 clusters Score -1.820059e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 125705 members 
Entering Unmasked Estep 
Score: -18200580.000000 Penalty: 5840.154297
	Iteration 226Q: 3 clusters Score -1.820058e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 125726 members 
Entering Unmasked Estep 
Score: -18200586.000000 Penalty: 5840.154297
	Iteration 227Q: 3 clusters Score -1.820059e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 125745 members 
Entering Unmasked Estep 
Score: -18200610.000000 Penalty: 5840.154297
	Iteration 228Q: 3 clusters Score -1.820061e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 125771 members 
Entering Unmasked Estep 
Score: -18200642.000000 Penalty: 5840.154297
	Iteration 229Q: 3 clusters Score -1.820064e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 125800 members 
Entering Unmasked Estep 
Score: -18200632.000000 Penalty: 5840.154297
	Iteration 230Q: 3 clusters Score -1.820063e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 125827 members 
Entering Unmasked Estep 
Score: -18200646.000000 Penalty: 5840.154297
	Iteration 231Q: 3 clusters Score -1.820065e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 125847 members 
Entering Unmasked Estep 
Score: -18200644.000000 Penalty: 5840.154297
	Iteration 232Q: 3 clusters Score -1.820064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 125862 members 
Entering Unmasked Estep 
Score: -18200638.000000 Penalty: 5840.154297
	Iteration 233Q: 3 clusters Score -1.820064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 125869 members 
Entering Unmasked Estep 
Score: -18200646.000000 Penalty: 5840.154297
	Iteration 234Q: 3 clusters Score -1.820065e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 125887 members 
Entering Unmasked Estep 
Score: -18200624.000000 Penalty: 5840.154297
	Iteration 235Q: 3 clusters Score -1.820062e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 125904 members 
Entering Unmasked Estep 
Score: -18200638.000000 Penalty: 5840.154297
	Iteration 236Q: 3 clusters Score -1.820064e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 125922 members 
Entering Unmasked Estep 
Score: -18200654.000000 Penalty: 5840.154297
	Iteration 237Q: 3 clusters Score -1.820065e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 125942 members 
Entering Unmasked Estep 
Score: -18200644.000000 Penalty: 5840.154297
	Iteration 238Q: 3 clusters Score -1.820064e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 125962 members 
Entering Unmasked Estep 
Score: -18200642.000000 Penalty: 5840.154297
	Iteration 239Q: 3 clusters Score -1.820064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 125977 members 
Entering Unmasked Estep 
Score: -18200666.000000 Penalty: 5840.154297
	Iteration 240F: 3 clusters Score -1.820067e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 125983 members 
Entering Unmasked Estep 
Score: -18200666.000000 Penalty: 5840.154297
	Iteration 241Q: 3 clusters Score -1.820067e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 125995 members 
Entering Unmasked Estep 
Score: -18200684.000000 Penalty: 5840.154297
	Iteration 242Q: 3 clusters Score -1.820068e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 126011 members 
Entering Unmasked Estep 
Score: -18200680.000000 Penalty: 5840.154297
	Iteration 243Q: 3 clusters Score -1.820068e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 126020 members 
Entering Unmasked Estep 
Score: -18200674.000000 Penalty: 5840.154297
	Iteration 244Q: 3 clusters Score -1.820067e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 126033 members 
Entering Unmasked Estep 
Score: -18200700.000000 Penalty: 5840.154297
	Iteration 245Q: 3 clusters Score -1.82007e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 126048 members 
Entering Unmasked Estep 
Score: -18200672.000000 Penalty: 5840.154297
	Iteration 246Q: 3 clusters Score -1.820067e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 126060 members 
Entering Unmasked Estep 
Score: -18200664.000000 Penalty: 5840.154297
	Iteration 247Q: 3 clusters Score -1.820066e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 126069 members 
Entering Unmasked Estep 
Score: -18200670.000000 Penalty: 5840.154297
	Iteration 248Q: 3 clusters Score -1.820067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 126077 members 
Entering Unmasked Estep 
Score: -18200682.000000 Penalty: 5840.154297
	Iteration 249Q: 3 clusters Score -1.820068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 126086 members 
Entering Unmasked Estep 
Score: -18200678.000000 Penalty: 5840.154297
	Iteration 250Q: 3 clusters Score -1.820068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 126093 members 
Entering Unmasked Estep 
Score: -18200662.000000 Penalty: 5840.154297
	Iteration 251Q: 3 clusters Score -1.820066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 126097 members 
Entering Unmasked Estep 
Score: -18200662.000000 Penalty: 5840.154297
	Iteration 252Q: 3 clusters Score -1.820066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 126099 members 
Entering Unmasked Estep 
Score: -18200664.000000 Penalty: 5840.154297
	Iteration 253Q: 3 clusters Score -1.820066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 126102 members 
Entering Unmasked Estep 
Score: -18200660.000000 Penalty: 5840.154297
	Iteration 254Q: 3 clusters Score -1.820066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 126104 members 
Entering Unmasked Estep 
Score: -18200654.000000 Penalty: 5840.154297
	Iteration 255Q: 3 clusters Score -1.820065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 126108 members 
Entering Unmasked Estep 
Score: -18200664.000000 Penalty: 5840.154297
	Iteration 256Q: 3 clusters Score -1.820066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 126113 members 
Entering Unmasked Estep 
Score: -18200676.000000 Penalty: 5840.154297
	Iteration 257Q: 3 clusters Score -1.820068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 126117 members 
Entering Unmasked Estep 
Score: -18200676.000000 Penalty: 5840.154297
	Iteration 258Q: 3 clusters Score -1.820068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 126122 members 
Entering Unmasked Estep 
Score: -18200672.000000 Penalty: 5840.154297
	Iteration 259Q: 3 clusters Score -1.820067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 126126 members 
Entering Unmasked Estep 
Score: -18200678.000000 Penalty: 5840.154297
	Iteration 260F: 3 clusters Score -1.820068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 126128 members 
Entering Unmasked Estep 
Score: -18200668.000000 Penalty: 5840.154297
	Iteration 261Q: 3 clusters Score -1.820067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 126129 members 
Entering Unmasked Estep 
Score: -18200672.000000 Penalty: 5840.154297
	Iteration 262Q: 3 clusters Score -1.820067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 126130 members 
Entering Unmasked Estep 
Score: -18200666.000000 Penalty: 5840.154297
	Iteration 263Q: 3 clusters Score -1.820067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 126133 members 
Entering Unmasked Estep 
Score: -18200676.000000 Penalty: 5840.154297
	Iteration 264Q: 3 clusters Score -1.820068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 126138 members 
Entering Unmasked Estep 
Score: -18200684.000000 Penalty: 5840.154297
	Iteration 265Q: 3 clusters Score -1.820068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 126142 members 
Entering Unmasked Estep 
Score: -18200676.000000 Penalty: 5840.154297
	Iteration 266Q: 3 clusters Score -1.820068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 126150 members 
Entering Unmasked Estep 
Score: -18200678.000000 Penalty: 5840.154297
	Iteration 267Q: 3 clusters Score -1.820068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 126157 members 
Entering Unmasked Estep 
Score: -18200698.000000 Penalty: 5840.154297
	Iteration 268Q: 3 clusters Score -1.82007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 126162 members 
Entering Unmasked Estep 
Score: -18200684.000000 Penalty: 5840.154297
	Iteration 269Q: 3 clusters Score -1.820068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 126163 members 
Entering Unmasked Estep 
Score: -18200680.000000 Penalty: 5840.154297
	Iteration 270Q: 3 clusters Score -1.820068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 126164 members 
Entering Unmasked Estep 
Score: -18200674.000000 Penalty: 5840.154297
	Iteration 271Q: 3 clusters Score -1.820067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 126166 members 
Entering Unmasked Estep 
Score: -18200678.000000 Penalty: 5840.154297
	Iteration 272Q: 3 clusters Score -1.820068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 126167 members 
Entering Unmasked Estep 
Score: -18200684.000000 Penalty: 5840.154297
	Iteration 273Q: 3 clusters Score -1.820068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 126167 members 
Entering Unmasked Estep 
Score: -18200684.000000 Penalty: 5840.154297
	Iteration 274F: 3 clusters Score -1.820068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Entering Unmasked Estep 
Score: -1077668.625000 Penalty: 2229.227295
	Iteration 0F: 2 clusters Score -1077669 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 3944 members 
Entering Unmasked Estep 
Score: -1071223.250000 Penalty: 4458.454590
	Iteration 0F: 3 clusters Score -1071223 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1073078.250000 Penalty: 4458.454590
	Iteration 1F: 3 clusters Score -1073078 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1073625.750000 Penalty: 4458.454590
	Iteration 2F: 3 clusters Score -1073626 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1074222.625000 Penalty: 4458.454590
	Iteration 3F: 3 clusters Score -1074223 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1074852.375000 Penalty: 4458.454590
	Iteration 4F: 3 clusters Score -1074852 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1075454.500000 Penalty: 4458.454590
	Iteration 5F: 3 clusters Score -1075454 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1075880.250000 Penalty: 4458.454590
	Iteration 6F: 3 clusters Score -1075880 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1076184.625000 Penalty: 4458.454590
	Iteration 7F: 3 clusters Score -1076185 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1076433.000000 Penalty: 4458.454590
	Iteration 8Q: 3 clusters Score -1076433 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1076695.750000 Penalty: 4458.454590
	Iteration 9Q: 3 clusters Score -1076696 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1076996.375000 Penalty: 4458.454590
	Iteration 10Q: 3 clusters Score -1076996 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1077287.625000 Penalty: 4458.454590
	Iteration 11Q: 3 clusters Score -1077288 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1077443.500000 Penalty: 4458.454590
	Iteration 12Q: 3 clusters Score -1077444 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1077533.000000 Penalty: 4458.454590
	Iteration 13Q: 3 clusters Score -1077533 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1077577.625000 Penalty: 4458.454590
	Iteration 14Q: 3 clusters Score -1077578 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1077599.375000 Penalty: 4458.454590
	Iteration 15Q: 3 clusters Score -1077599 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1077609.000000 Penalty: 4458.454590
	Iteration 16Q: 3 clusters Score -1077609 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1077619.875000 Penalty: 4458.454590
	Iteration 17Q: 3 clusters Score -1077620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1077625.875000 Penalty: 4458.454590
	Iteration 18Q: 3 clusters Score -1077626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1077625.750000 Penalty: 4458.454590
	Iteration 19Q: 3 clusters Score -1077626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1077627.375000 Penalty: 4458.454590
	Iteration 20F: 3 clusters Score -1077627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1077630.750000 Penalty: 4458.454590
	Iteration 21Q: 3 clusters Score -1077631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1077633.250000 Penalty: 4458.454590
	Iteration 22Q: 3 clusters Score -1077633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1077633.875000 Penalty: 4458.454590
	Iteration 23Q: 3 clusters Score -1077634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1077634.250000 Penalty: 4458.454590
	Iteration 24Q: 3 clusters Score -1077634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1077633.750000 Penalty: 4458.454590
	Iteration 25Q: 3 clusters Score -1077634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1077633.750000 Penalty: 4458.454590
	Iteration 26F: 3 clusters Score -1077634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Entering Unmasked Estep 
Score: -742641.187500 Penalty: 2132.632812
	Iteration 0F: 2 clusters Score -742641.2 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 2678 members 
Entering Unmasked Estep 
Score: -737872.437500 Penalty: 4265.265625
	Iteration 0F: 3 clusters Score -737872.4 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -739030.062500 Penalty: 4265.265625
	Iteration 1F: 3 clusters Score -739030.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -739242.062500 Penalty: 4265.265625
	Iteration 2F: 3 clusters Score -739242.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -739387.187500 Penalty: 4265.265625
	Iteration 3Q: 3 clusters Score -739387.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -739502.812500 Penalty: 4265.265625
	Iteration 4Q: 3 clusters Score -739502.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -739594.125000 Penalty: 4265.265625
	Iteration 5Q: 3 clusters Score -739594.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -739664.437500 Penalty: 4265.265625
	Iteration 6Q: 3 clusters Score -739664.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -739731.625000 Penalty: 4265.265625
	Iteration 7Q: 3 clusters Score -739731.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -739789.625000 Penalty: 4265.265625
	Iteration 8Q: 3 clusters Score -739789.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -739833.437500 Penalty: 4265.265625
	Iteration 9Q: 3 clusters Score -739833.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -739876.250000 Penalty: 4265.265625
	Iteration 10Q: 3 clusters Score -739876.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -739927.687500 Penalty: 4265.265625
	Iteration 11Q: 3 clusters Score -739927.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -739981.812500 Penalty: 4265.265625
	Iteration 12Q: 3 clusters Score -739981.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -740024.375000 Penalty: 4265.265625
	Iteration 13Q: 3 clusters Score -740024.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -740079.750000 Penalty: 4265.265625
	Iteration 14Q: 3 clusters Score -740079.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -740162.625000 Penalty: 4265.265625
	Iteration 15Q: 3 clusters Score -740162.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -740252.125000 Penalty: 4265.265625
	Iteration 16Q: 3 clusters Score -740252.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -740312.000000 Penalty: 4265.265625
	Iteration 17Q: 3 clusters Score -740312 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -740365.312500 Penalty: 4265.265625
	Iteration 18Q: 3 clusters Score -740365.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -740412.125000 Penalty: 4265.265625
	Iteration 19Q: 3 clusters Score -740412.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -740461.625000 Penalty: 4265.265625
	Iteration 20F: 3 clusters Score -740461.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -740508.812500 Penalty: 4265.265625
	Iteration 21Q: 3 clusters Score -740508.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -740562.562500 Penalty: 4265.265625
	Iteration 22Q: 3 clusters Score -740562.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -740628.812500 Penalty: 4265.265625
	Iteration 23Q: 3 clusters Score -740628.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -740687.562500 Penalty: 4265.265625
	Iteration 24Q: 3 clusters Score -740687.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -740764.500000 Penalty: 4265.265625
	Iteration 25Q: 3 clusters Score -740764.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -740843.375000 Penalty: 4265.265625
	Iteration 26Q: 3 clusters Score -740843.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -740913.937500 Penalty: 4265.265625
	Iteration 27Q: 3 clusters Score -740913.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -740984.937500 Penalty: 4265.265625
	Iteration 28Q: 3 clusters Score -740984.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -741050.187500 Penalty: 4265.265625
	Iteration 29Q: 3 clusters Score -741050.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -741101.562500 Penalty: 4265.265625
	Iteration 30Q: 3 clusters Score -741101.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -741163.437500 Penalty: 4265.265625
	Iteration 31Q: 3 clusters Score -741163.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -741213.750000 Penalty: 4265.265625
	Iteration 32Q: 3 clusters Score -741213.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -741249.312500 Penalty: 4265.265625
	Iteration 33Q: 3 clusters Score -741249.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -741281.125000 Penalty: 4265.265625
	Iteration 34Q: 3 clusters Score -741281.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -741306.687500 Penalty: 4265.265625
	Iteration 35Q: 3 clusters Score -741306.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -741330.875000 Penalty: 4265.265625
	Iteration 36Q: 3 clusters Score -741330.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -741360.437500 Penalty: 4265.265625
	Iteration 37Q: 3 clusters Score -741360.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -741379.250000 Penalty: 4265.265625
	Iteration 38Q: 3 clusters Score -741379.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -741394.562500 Penalty: 4265.265625
	Iteration 39Q: 3 clusters Score -741394.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -741410.625000 Penalty: 4265.265625
	Iteration 40F: 3 clusters Score -741410.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -741420.187500 Penalty: 4265.265625
	Iteration 41Q: 3 clusters Score -741420.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -741430.062500 Penalty: 4265.265625
	Iteration 42Q: 3 clusters Score -741430.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -741435.000000 Penalty: 4265.265625
	Iteration 43Q: 3 clusters Score -741435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -741439.187500 Penalty: 4265.265625
	Iteration 44Q: 3 clusters Score -741439.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -741447.250000 Penalty: 4265.265625
	Iteration 45Q: 3 clusters Score -741447.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -741453.625000 Penalty: 4265.265625
	Iteration 46Q: 3 clusters Score -741453.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -741455.937500 Penalty: 4265.265625
	Iteration 47Q: 3 clusters Score -741455.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -741460.250000 Penalty: 4265.265625
	Iteration 48Q: 3 clusters Score -741460.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -741464.875000 Penalty: 4265.265625
	Iteration 49Q: 3 clusters Score -741464.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -741467.562500 Penalty: 4265.265625
	Iteration 50Q: 3 clusters Score -741467.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -741470.937500 Penalty: 4265.265625
	Iteration 51Q: 3 clusters Score -741470.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -741472.125000 Penalty: 4265.265625
	Iteration 52Q: 3 clusters Score -741472.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -741474.000000 Penalty: 4265.265625
	Iteration 53Q: 3 clusters Score -741474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -741474.375000 Penalty: 4265.265625
	Iteration 54Q: 3 clusters Score -741474.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -741474.375000 Penalty: 4265.265625
	Iteration 55F: 3 clusters Score -741474.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1020191.312500 Penalty: 2210.860596
	Iteration 0F: 2 clusters Score -1020191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1014148.312500 Penalty: 4421.721191
	Iteration 0F: 3 clusters Score -1014148 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1015755.500000 Penalty: 4421.721191
	Iteration 1F: 3 clusters Score -1015756 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1016043.125000 Penalty: 4421.721191
	Iteration 2F: 3 clusters Score -1016043 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1016224.750000 Penalty: 4421.721191
	Iteration 3F: 3 clusters Score -1016225 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1016383.875000 Penalty: 4421.721191
	Iteration 4Q: 3 clusters Score -1016384 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1016540.000000 Penalty: 4421.721191
	Iteration 5Q: 3 clusters Score -1016540 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1016709.750000 Penalty: 4421.721191
	Iteration 6Q: 3 clusters Score -1016710 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1016869.687500 Penalty: 4421.721191
	Iteration 7Q: 3 clusters Score -1016870 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1017041.750000 Penalty: 4421.721191
	Iteration 8Q: 3 clusters Score -1017042 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1017219.750000 Penalty: 4421.721191
	Iteration 9Q: 3 clusters Score -1017220 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1017397.562500 Penalty: 4421.721191
	Iteration 10Q: 3 clusters Score -1017398 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1017578.250000 Penalty: 4421.721191
	Iteration 11Q: 3 clusters Score -1017578 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1017752.687500 Penalty: 4421.721191
	Iteration 12Q: 3 clusters Score -1017753 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1017919.687500 Penalty: 4421.721191
	Iteration 13Q: 3 clusters Score -1017920 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1018061.000000 Penalty: 4421.721191
	Iteration 14Q: 3 clusters Score -1018061 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1018193.937500 Penalty: 4421.721191
	Iteration 15Q: 3 clusters Score -1018194 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1018313.062500 Penalty: 4421.721191
	Iteration 16Q: 3 clusters Score -1018313 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1018403.937500 Penalty: 4421.721191
	Iteration 17Q: 3 clusters Score -1018404 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1018454.250000 Penalty: 4421.721191
	Iteration 18Q: 3 clusters Score -1018454 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1018490.812500 Penalty: 4421.721191
	Iteration 19Q: 3 clusters Score -1018491 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1018528.500000 Penalty: 4421.721191
	Iteration 20F: 3 clusters Score -1018528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1018544.187500 Penalty: 4421.721191
	Iteration 21Q: 3 clusters Score -1018544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1018552.125000 Penalty: 4421.721191
	Iteration 22Q: 3 clusters Score -1018552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1018561.500000 Penalty: 4421.721191
	Iteration 23Q: 3 clusters Score -1018562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1018566.687500 Penalty: 4421.721191
	Iteration 24Q: 3 clusters Score -1018567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1018572.187500 Penalty: 4421.721191
	Iteration 25Q: 3 clusters Score -1018572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1018575.062500 Penalty: 4421.721191
	Iteration 26Q: 3 clusters Score -1018575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1018575.875000 Penalty: 4421.721191
	Iteration 27Q: 3 clusters Score -1018576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1018576.125000 Penalty: 4421.721191
	Iteration 28Q: 3 clusters Score -1018576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1018578.562500 Penalty: 4421.721191
	Iteration 29Q: 3 clusters Score -1018579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1018578.562500 Penalty: 4421.721191
	Iteration 30F: 3 clusters Score -1018579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Entering Unmasked Estep 
Score: -5792913.500000 Penalty: 2640.053467
	Iteration 0F: 2 clusters Score -5792914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -5764496.000000 Penalty: 5280.106934
	Iteration 0F: 3 clusters Score -5764496 nChanged 19322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -5775336.000000 Penalty: 5280.106934
	Iteration 1F: 3 clusters Score -5775336 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -5775924.500000 Penalty: 5280.106934
	Iteration 2Q: 3 clusters Score -5775924 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -5776438.500000 Penalty: 5280.106934
	Iteration 3Q: 3 clusters Score -5776438 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -5777034.000000 Penalty: 5280.106934
	Iteration 4Q: 3 clusters Score -5777034 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -5777683.500000 Penalty: 5280.106934
	Iteration 5Q: 3 clusters Score -5777684 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -5778454.000000 Penalty: 5280.106934
	Iteration 6Q: 3 clusters Score -5778454 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -5779350.500000 Penalty: 5280.106934
	Iteration 7Q: 3 clusters Score -5779350 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -5780350.000000 Penalty: 5280.106934
	Iteration 8Q: 3 clusters Score -5780350 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -5781495.500000 Penalty: 5280.106934
	Iteration 9Q: 3 clusters Score -5781496 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -5782618.500000 Penalty: 5280.106934
	Iteration 10Q: 3 clusters Score -5782618 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -5783738.500000 Penalty: 5280.106934
	Iteration 11Q: 3 clusters Score -5783738 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -5784716.500000 Penalty: 5280.106934
	Iteration 12Q: 3 clusters Score -5784716 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -5785650.000000 Penalty: 5280.106934
	Iteration 13Q: 3 clusters Score -5785650 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -5786503.000000 Penalty: 5280.106934
	Iteration 14Q: 3 clusters Score -5786503 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -5787342.000000 Penalty: 5280.106934
	Iteration 15Q: 3 clusters Score -5787342 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -5788045.500000 Penalty: 5280.106934
	Iteration 16Q: 3 clusters Score -5788046 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -5788688.000000 Penalty: 5280.106934
	Iteration 17Q: 3 clusters Score -5788688 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -5789200.000000 Penalty: 5280.106934
	Iteration 18Q: 3 clusters Score -5789200 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -5789623.000000 Penalty: 5280.106934
	Iteration 19Q: 3 clusters Score -5789623 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5789925.500000 Penalty: 5280.106934
	Iteration 20F: 3 clusters Score -5789926 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -5790132.000000 Penalty: 5280.106934
	Iteration 21Q: 3 clusters Score -5790132 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5790280.500000 Penalty: 5280.106934
	Iteration 22Q: 3 clusters Score -5790280 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5790368.000000 Penalty: 5280.106934
	Iteration 23Q: 3 clusters Score -5790368 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5790462.000000 Penalty: 5280.106934
	Iteration 24Q: 3 clusters Score -5790462 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5790524.500000 Penalty: 5280.106934
	Iteration 25Q: 3 clusters Score -5790524 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5790584.000000 Penalty: 5280.106934
	Iteration 26Q: 3 clusters Score -5790584 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5790620.500000 Penalty: 5280.106934
	Iteration 27Q: 3 clusters Score -5790620 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5790639.000000 Penalty: 5280.106934
	Iteration 28Q: 3 clusters Score -5790639 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5790654.500000 Penalty: 5280.106934
	Iteration 29Q: 3 clusters Score -5790654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5790671.000000 Penalty: 5280.106934
	Iteration 30Q: 3 clusters Score -5790671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5790688.000000 Penalty: 5280.106934
	Iteration 31Q: 3 clusters Score -5790688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5790701.000000 Penalty: 5280.106934
	Iteration 32Q: 3 clusters Score -5790701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5790712.000000 Penalty: 5280.106934
	Iteration 33Q: 3 clusters Score -5790712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5790721.000000 Penalty: 5280.106934
	Iteration 34Q: 3 clusters Score -5790721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5790729.500000 Penalty: 5280.106934
	Iteration 35Q: 3 clusters Score -5790730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5790733.500000 Penalty: 5280.106934
	Iteration 36Q: 3 clusters Score -5790734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5790750.500000 Penalty: 5280.106934
	Iteration 37Q: 3 clusters Score -5790750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5790757.000000 Penalty: 5280.106934
	Iteration 38Q: 3 clusters Score -5790757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5790765.500000 Penalty: 5280.106934
	Iteration 39Q: 3 clusters Score -5790766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5790761.000000 Penalty: 5280.106934
	Iteration 40F: 3 clusters Score -5790761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5790765.500000 Penalty: 5280.106934
	Iteration 41Q: 3 clusters Score -5790766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5790764.000000 Penalty: 5280.106934
	Iteration 42Q: 3 clusters Score -5790764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5790773.000000 Penalty: 5280.106934
	Iteration 43Q: 3 clusters Score -5790773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5790770.500000 Penalty: 5280.106934
	Iteration 44Q: 3 clusters Score -5790770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5790773.500000 Penalty: 5280.106934
	Iteration 45Q: 3 clusters Score -5790774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5790776.500000 Penalty: 5280.106934
	Iteration 46Q: 3 clusters Score -5790776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5790780.000000 Penalty: 5280.106934
	Iteration 47Q: 3 clusters Score -5790780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5790780.000000 Penalty: 5280.106934
	Iteration 48F: 3 clusters Score -5790780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (119769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119769 members 
Entering Unmasked Estep 
Score: -16571849.000000 Penalty: 2899.943359
	Iteration 0F: 2 clusters Score -1.657185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60129 members 
Mstep: Class 2 contains 59640 members 
Entering Unmasked Estep 
Score: -16492223.000000 Penalty: 5799.886719
	Iteration 0F: 3 clusters Score -1.649222e+07 nChanged 56682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62963 members 
Mstep: Class 2 contains 56806 members 
Entering Unmasked Estep 
Score: -16524641.000000 Penalty: 5799.886719
	Iteration 1F: 3 clusters Score -1.652464e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64696 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
Score: -16525586.000000 Penalty: 5799.886719
	Iteration 2Q: 3 clusters Score -1.652559e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67389 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -16526720.000000 Penalty: 5799.886719
	Iteration 3Q: 3 clusters Score -1.652672e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71546 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -16528656.000000 Penalty: 5799.886719
	Iteration 4Q: 3 clusters Score -1.652866e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77595 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -16532206.000000 Penalty: 5799.886719
	Iteration 5F: 3 clusters Score -1.653221e+07 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85851 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -16538084.000000 Penalty: 5799.886719
	Iteration 6F: 3 clusters Score -1.653808e+07 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95967 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -16546656.000000 Penalty: 5799.886719
	Iteration 7F: 3 clusters Score -1.654666e+07 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105880 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -16556123.000000 Penalty: 5799.886719
	Iteration 8F: 3 clusters Score -1.655612e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113247 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -16563311.000000 Penalty: 5799.886719
	Iteration 9F: 3 clusters Score -1.656331e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117109 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -16567046.000000 Penalty: 5799.886719
	Iteration 10Q: 3 clusters Score -1.656705e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118588 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -16568453.000000 Penalty: 5799.886719
	Iteration 11Q: 3 clusters Score -1.656845e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119071 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -16568903.000000 Penalty: 5799.886719
	Iteration 12Q: 3 clusters Score -1.65689e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119249 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -16569114.000000 Penalty: 5799.886719
	Iteration 13Q: 3 clusters Score -1.656911e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119324 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -16569206.000000 Penalty: 5799.886719
	Iteration 14Q: 3 clusters Score -1.656921e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119354 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -16569255.000000 Penalty: 5799.886719
	Iteration 15Q: 3 clusters Score -1.656926e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119372 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -16569267.000000 Penalty: 5799.886719
	Iteration 16Q: 3 clusters Score -1.656927e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119388 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -16569277.000000 Penalty: 5799.886719
	Iteration 17Q: 3 clusters Score -1.656928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119396 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -16569281.000000 Penalty: 5799.886719
	Iteration 18Q: 3 clusters Score -1.656928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119396 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -16569276.000000 Penalty: 5799.886719
	Iteration 19Q: 3 clusters Score -1.656928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119397 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -16569282.000000 Penalty: 5799.886719
	Iteration 20F: 3 clusters Score -1.656928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119399 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -16569284.000000 Penalty: 5799.886719
	Iteration 21Q: 3 clusters Score -1.656928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119403 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -16569288.000000 Penalty: 5799.886719
	Iteration 22Q: 3 clusters Score -1.656929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119406 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -16569294.000000 Penalty: 5799.886719
	Iteration 23Q: 3 clusters Score -1.656929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119411 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -16569303.000000 Penalty: 5799.886719
	Iteration 24Q: 3 clusters Score -1.65693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119416 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -16569300.000000 Penalty: 5799.886719
	Iteration 25Q: 3 clusters Score -1.65693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119417 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -16569306.000000 Penalty: 5799.886719
	Iteration 26Q: 3 clusters Score -1.656931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119417 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -16569309.000000 Penalty: 5799.886719
	Iteration 27Q: 3 clusters Score -1.656931e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119419 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -16569316.000000 Penalty: 5799.886719
	Iteration 28Q: 3 clusters Score -1.656932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119417 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -16569311.000000 Penalty: 5799.886719
	Iteration 29Q: 3 clusters Score -1.656931e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119417 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -16569311.000000 Penalty: 5799.886719
	Iteration 30F: 3 clusters Score -1.656931e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -76979.851562 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -76979.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -75401.828125 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -75401.83 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -75624.898438 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -75624.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -75700.929688 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -75700.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -75745.234375 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -75745.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -75768.851562 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -75768.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -75780.750000 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -75780.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -75792.320312 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -75792.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -75800.625000 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -75800.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -75801.671875 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -75801.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -75804.757812 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -75804.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -75806.546875 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -75806.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -75807.718750 Penalty: 3194.709473
	Iteration 11Q: 3 clusters Score -75807.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -75807.718750 Penalty: 3194.709473
	Iteration 12F: 3 clusters Score -75807.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Entering Unmasked Estep 
Score: -4060791.250000 Penalty: 2547.210205
	Iteration 0F: 2 clusters Score -4060791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -4041035.000000 Penalty: 5094.420410
	Iteration 0F: 3 clusters Score -4041035 nChanged 12975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -4048261.000000 Penalty: 5094.420410
	Iteration 1F: 3 clusters Score -4048261 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -4048994.250000 Penalty: 5094.420410
	Iteration 2F: 3 clusters Score -4048994 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -4049708.250000 Penalty: 5094.420410
	Iteration 3F: 3 clusters Score -4049708 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -4050371.500000 Penalty: 5094.420410
	Iteration 4Q: 3 clusters Score -4050372 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -4051002.750000 Penalty: 5094.420410
	Iteration 5Q: 3 clusters Score -4051003 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -4051615.000000 Penalty: 5094.420410
	Iteration 6Q: 3 clusters Score -4051615 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -4052330.750000 Penalty: 5094.420410
	Iteration 7Q: 3 clusters Score -4052331 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -4053037.750000 Penalty: 5094.420410
	Iteration 8Q: 3 clusters Score -4053038 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -4053730.000000 Penalty: 5094.420410
	Iteration 9Q: 3 clusters Score -4053730 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -4054286.500000 Penalty: 5094.420410
	Iteration 10Q: 3 clusters Score -4054286 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -4054767.500000 Penalty: 5094.420410
	Iteration 11Q: 3 clusters Score -4054768 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -4055162.250000 Penalty: 5094.420410
	Iteration 12Q: 3 clusters Score -4055162 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -4055587.250000 Penalty: 5094.420410
	Iteration 13Q: 3 clusters Score -4055587 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -4055931.000000 Penalty: 5094.420410
	Iteration 14Q: 3 clusters Score -4055931 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -4056281.750000 Penalty: 5094.420410
	Iteration 15Q: 3 clusters Score -4056282 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -4056615.500000 Penalty: 5094.420410
	Iteration 16Q: 3 clusters Score -4056616 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -4056911.750000 Penalty: 5094.420410
	Iteration 17Q: 3 clusters Score -4056912 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -4057225.750000 Penalty: 5094.420410
	Iteration 18Q: 3 clusters Score -4057226 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4057484.000000 Penalty: 5094.420410
	Iteration 19Q: 3 clusters Score -4057484 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4057732.000000 Penalty: 5094.420410
	Iteration 20F: 3 clusters Score -4057732 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4057964.750000 Penalty: 5094.420410
	Iteration 21Q: 3 clusters Score -4057965 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4058142.000000 Penalty: 5094.420410
	Iteration 22Q: 3 clusters Score -4058142 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4058286.500000 Penalty: 5094.420410
	Iteration 23Q: 3 clusters Score -4058286 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4058390.750000 Penalty: 5094.420410
	Iteration 24Q: 3 clusters Score -4058391 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4058481.500000 Penalty: 5094.420410
	Iteration 25Q: 3 clusters Score -4058482 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4058559.000000 Penalty: 5094.420410
	Iteration 26Q: 3 clusters Score -4058559 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4058619.250000 Penalty: 5094.420410
	Iteration 27Q: 3 clusters Score -4058619 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4058657.000000 Penalty: 5094.420410
	Iteration 28Q: 3 clusters Score -4058657 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4058689.000000 Penalty: 5094.420410
	Iteration 29Q: 3 clusters Score -4058689 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4058718.500000 Penalty: 5094.420410
	Iteration 30Q: 3 clusters Score -4058718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4058724.750000 Penalty: 5094.420410
	Iteration 31Q: 3 clusters Score -4058725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4058745.000000 Penalty: 5094.420410
	Iteration 32Q: 3 clusters Score -4058745 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4058760.500000 Penalty: 5094.420410
	Iteration 33Q: 3 clusters Score -4058760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4058783.750000 Penalty: 5094.420410
	Iteration 34Q: 3 clusters Score -4058784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4058807.000000 Penalty: 5094.420410
	Iteration 35Q: 3 clusters Score -4058807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4058813.750000 Penalty: 5094.420410
	Iteration 36Q: 3 clusters Score -4058814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4058826.250000 Penalty: 5094.420410
	Iteration 37Q: 3 clusters Score -4058826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4058836.250000 Penalty: 5094.420410
	Iteration 38Q: 3 clusters Score -4058836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4058840.000000 Penalty: 5094.420410
	Iteration 39Q: 3 clusters Score -4058840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4058849.250000 Penalty: 5094.420410
	Iteration 40F: 3 clusters Score -4058849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4058846.250000 Penalty: 5094.420410
	Iteration 41Q: 3 clusters Score -4058846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4058853.750000 Penalty: 5094.420410
	Iteration 42Q: 3 clusters Score -4058854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4058861.250000 Penalty: 5094.420410
	Iteration 43Q: 3 clusters Score -4058861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4058867.500000 Penalty: 5094.420410
	Iteration 44Q: 3 clusters Score -4058868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4058876.500000 Penalty: 5094.420410
	Iteration 45Q: 3 clusters Score -4058876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4058882.750000 Penalty: 5094.420410
	Iteration 46Q: 3 clusters Score -4058883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4058897.500000 Penalty: 5094.420410
	Iteration 47Q: 3 clusters Score -4058898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4058901.000000 Penalty: 5094.420410
	Iteration 48Q: 3 clusters Score -4058901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4058911.250000 Penalty: 5094.420410
	Iteration 49Q: 3 clusters Score -4058911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4058918.750000 Penalty: 5094.420410
	Iteration 50Q: 3 clusters Score -4058919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4058919.250000 Penalty: 5094.420410
	Iteration 51Q: 3 clusters Score -4058919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4058923.250000 Penalty: 5094.420410
	Iteration 52Q: 3 clusters Score -4058923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4058925.500000 Penalty: 5094.420410
	Iteration 53Q: 3 clusters Score -4058926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4058928.000000 Penalty: 5094.420410
	Iteration 54Q: 3 clusters Score -4058928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4058931.250000 Penalty: 5094.420410
	Iteration 55Q: 3 clusters Score -4058931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4058932.250000 Penalty: 5094.420410
	Iteration 56F: 3 clusters Score -4058932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4058933.250000 Penalty: 5094.420410
	Iteration 57Q: 3 clusters Score -4058933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4058935.000000 Penalty: 5094.420410
	Iteration 58Q: 3 clusters Score -4058935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4058939.000000 Penalty: 5094.420410
	Iteration 59Q: 3 clusters Score -4058939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4058943.000000 Penalty: 5094.420410
	Iteration 60F: 3 clusters Score -4058943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4058946.500000 Penalty: 5094.420410
	Iteration 61Q: 3 clusters Score -4058946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4058948.750000 Penalty: 5094.420410
	Iteration 62Q: 3 clusters Score -4058949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4058952.250000 Penalty: 5094.420410
	Iteration 63Q: 3 clusters Score -4058952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4058963.750000 Penalty: 5094.420410
	Iteration 64Q: 3 clusters Score -4058964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4058967.500000 Penalty: 5094.420410
	Iteration 65Q: 3 clusters Score -4058968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4058969.250000 Penalty: 5094.420410
	Iteration 66Q: 3 clusters Score -4058969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4058972.500000 Penalty: 5094.420410
	Iteration 67Q: 3 clusters Score -4058972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4058973.500000 Penalty: 5094.420410
	Iteration 68Q: 3 clusters Score -4058974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4058973.500000 Penalty: 5094.420410
	Iteration 69Q: 3 clusters Score -4058974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4058973.250000 Penalty: 5094.420410
	Iteration 70Q: 3 clusters Score -4058973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4058974.000000 Penalty: 5094.420410
	Iteration 71Q: 3 clusters Score -4058974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4058974.000000 Penalty: 5094.420410
	Iteration 72F: 3 clusters Score -4058974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Entering Unmasked Estep 
Score: -748871.125000 Penalty: 2156.610107
	Iteration 0F: 2 clusters Score -748871.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -743756.937500 Penalty: 4313.220215
	Iteration 0F: 3 clusters Score -743756.9 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -745421.750000 Penalty: 4313.220215
	Iteration 1F: 3 clusters Score -745421.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -745974.062500 Penalty: 4313.220215
	Iteration 2F: 3 clusters Score -745974.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -746404.187500 Penalty: 4313.220215
	Iteration 3F: 3 clusters Score -746404.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -746827.125000 Penalty: 4313.220215
	Iteration 4F: 3 clusters Score -746827.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -747178.000000 Penalty: 4313.220215
	Iteration 5F: 3 clusters Score -747178 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -747429.500000 Penalty: 4313.220215
	Iteration 6F: 3 clusters Score -747429.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -747585.375000 Penalty: 4313.220215
	Iteration 7Q: 3 clusters Score -747585.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -747700.250000 Penalty: 4313.220215
	Iteration 8Q: 3 clusters Score -747700.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -747766.187500 Penalty: 4313.220215
	Iteration 9Q: 3 clusters Score -747766.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -747811.625000 Penalty: 4313.220215
	Iteration 10Q: 3 clusters Score -747811.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -747839.500000 Penalty: 4313.220215
	Iteration 11Q: 3 clusters Score -747839.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -747866.250000 Penalty: 4313.220215
	Iteration 12Q: 3 clusters Score -747866.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -747887.312500 Penalty: 4313.220215
	Iteration 13Q: 3 clusters Score -747887.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -747901.875000 Penalty: 4313.220215
	Iteration 14Q: 3 clusters Score -747901.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -747916.625000 Penalty: 4313.220215
	Iteration 15Q: 3 clusters Score -747916.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -747929.062500 Penalty: 4313.220215
	Iteration 16Q: 3 clusters Score -747929.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -747945.250000 Penalty: 4313.220215
	Iteration 17Q: 3 clusters Score -747945.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -747960.750000 Penalty: 4313.220215
	Iteration 18Q: 3 clusters Score -747960.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -747970.312500 Penalty: 4313.220215
	Iteration 19Q: 3 clusters Score -747970.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -747977.187500 Penalty: 4313.220215
	Iteration 20F: 3 clusters Score -747977.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -747983.687500 Penalty: 4313.220215
	Iteration 21Q: 3 clusters Score -747983.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -747988.375000 Penalty: 4313.220215
	Iteration 22Q: 3 clusters Score -747988.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -747995.250000 Penalty: 4313.220215
	Iteration 23Q: 3 clusters Score -747995.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -748002.187500 Penalty: 4313.220215
	Iteration 24Q: 3 clusters Score -748002.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -748008.062500 Penalty: 4313.220215
	Iteration 25Q: 3 clusters Score -748008.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -748012.625000 Penalty: 4313.220215
	Iteration 26Q: 3 clusters Score -748012.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -748020.312500 Penalty: 4313.220215
	Iteration 27Q: 3 clusters Score -748020.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -748024.937500 Penalty: 4313.220215
	Iteration 28Q: 3 clusters Score -748024.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -748030.437500 Penalty: 4313.220215
	Iteration 29Q: 3 clusters Score -748030.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -748035.312500 Penalty: 4313.220215
	Iteration 30Q: 3 clusters Score -748035.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -748038.437500 Penalty: 4313.220215
	Iteration 31Q: 3 clusters Score -748038.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -748038.750000 Penalty: 4313.220215
	Iteration 32Q: 3 clusters Score -748038.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -748043.875000 Penalty: 4313.220215
	Iteration 33Q: 3 clusters Score -748043.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -748048.250000 Penalty: 4313.220215
	Iteration 34Q: 3 clusters Score -748048.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -748051.312500 Penalty: 4313.220215
	Iteration 35Q: 3 clusters Score -748051.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -748054.500000 Penalty: 4313.220215
	Iteration 36Q: 3 clusters Score -748054.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -748059.812500 Penalty: 4313.220215
	Iteration 37Q: 3 clusters Score -748059.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -748061.562500 Penalty: 4313.220215
	Iteration 38Q: 3 clusters Score -748061.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -748065.937500 Penalty: 4313.220215
	Iteration 39Q: 3 clusters Score -748065.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -748071.000000 Penalty: 4313.220215
	Iteration 40F: 3 clusters Score -748071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -748070.250000 Penalty: 4313.220215
	Iteration 41Q: 3 clusters Score -748070.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -748072.687500 Penalty: 4313.220215
	Iteration 42Q: 3 clusters Score -748072.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -748075.687500 Penalty: 4313.220215
	Iteration 43Q: 3 clusters Score -748075.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -748080.125000 Penalty: 4313.220215
	Iteration 44Q: 3 clusters Score -748080.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -748083.250000 Penalty: 4313.220215
	Iteration 45Q: 3 clusters Score -748083.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -748087.375000 Penalty: 4313.220215
	Iteration 46Q: 3 clusters Score -748087.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -748091.312500 Penalty: 4313.220215
	Iteration 47Q: 3 clusters Score -748091.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -748094.125000 Penalty: 4313.220215
	Iteration 48Q: 3 clusters Score -748094.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -748098.625000 Penalty: 4313.220215
	Iteration 49Q: 3 clusters Score -748098.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -748106.812500 Penalty: 4313.220215
	Iteration 50Q: 3 clusters Score -748106.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -748116.375000 Penalty: 4313.220215
	Iteration 51Q: 3 clusters Score -748116.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -748125.437500 Penalty: 4313.220215
	Iteration 52Q: 3 clusters Score -748125.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -748136.125000 Penalty: 4313.220215
	Iteration 53Q: 3 clusters Score -748136.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -748142.687500 Penalty: 4313.220215
	Iteration 54Q: 3 clusters Score -748142.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -748153.625000 Penalty: 4313.220215
	Iteration 55Q: 3 clusters Score -748153.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -748165.375000 Penalty: 4313.220215
	Iteration 56Q: 3 clusters Score -748165.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -748177.875000 Penalty: 4313.220215
	Iteration 57Q: 3 clusters Score -748177.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -748185.875000 Penalty: 4313.220215
	Iteration 58Q: 3 clusters Score -748185.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -748190.687500 Penalty: 4313.220215
	Iteration 59Q: 3 clusters Score -748190.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -748195.562500 Penalty: 4313.220215
	Iteration 60F: 3 clusters Score -748195.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -748200.500000 Penalty: 4313.220215
	Iteration 61Q: 3 clusters Score -748200.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -748206.312500 Penalty: 4313.220215
	Iteration 62Q: 3 clusters Score -748206.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -748212.500000 Penalty: 4313.220215
	Iteration 63Q: 3 clusters Score -748212.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -748215.062500 Penalty: 4313.220215
	Iteration 64Q: 3 clusters Score -748215.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -748219.062500 Penalty: 4313.220215
	Iteration 65Q: 3 clusters Score -748219.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -748220.312500 Penalty: 4313.220215
	Iteration 66Q: 3 clusters Score -748220.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -748221.687500 Penalty: 4313.220215
	Iteration 67Q: 3 clusters Score -748221.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -748221.562500 Penalty: 4313.220215
	Iteration 68Q: 3 clusters Score -748221.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -748221.937500 Penalty: 4313.220215
	Iteration 69Q: 3 clusters Score -748221.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -748221.937500 Penalty: 4313.220215
	Iteration 70F: 3 clusters Score -748221.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -68031.890625 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -68031.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -66463.867188 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -66463.87 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66645.921875 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -66645.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66695.093750 Penalty: 3097.106689
	Iteration 2Q: 3 clusters Score -66695.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -66736.250000 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -66736.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -66745.945312 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -66745.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -66752.445312 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -66752.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -66762.445312 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -66762.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66768.859375 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -66768.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -66770.554688 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -66770.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -66778.234375 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -66778.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66783.945312 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -66783.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -66784.656250 Penalty: 3097.106689
	Iteration 11Q: 3 clusters Score -66784.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -66784.656250 Penalty: 3097.106689
	Iteration 12F: 3 clusters Score -66784.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (33049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Entering Unmasked Estep 
Score: -4599480.500000 Penalty: 2580.625000
	Iteration 0F: 2 clusters Score -4599480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -4576898.000000 Penalty: 5161.250000
	Iteration 0F: 3 clusters Score -4576898 nChanged 15031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -4584882.500000 Penalty: 5161.250000
	Iteration 1F: 3 clusters Score -4584882 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -4585333.500000 Penalty: 5161.250000
	Iteration 2Q: 3 clusters Score -4585334 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -4585701.000000 Penalty: 5161.250000
	Iteration 3Q: 3 clusters Score -4585701 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -4586019.500000 Penalty: 5161.250000
	Iteration 4Q: 3 clusters Score -4586020 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -4586298.500000 Penalty: 5161.250000
	Iteration 5Q: 3 clusters Score -4586298 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -4586602.500000 Penalty: 5161.250000
	Iteration 6Q: 3 clusters Score -4586602 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -4586962.500000 Penalty: 5161.250000
	Iteration 7Q: 3 clusters Score -4586962 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -4587449.500000 Penalty: 5161.250000
	Iteration 8Q: 3 clusters Score -4587450 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -4588130.500000 Penalty: 5161.250000
	Iteration 9Q: 3 clusters Score -4588130 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -4589029.000000 Penalty: 5161.250000
	Iteration 10Q: 3 clusters Score -4589029 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -4590135.000000 Penalty: 5161.250000
	Iteration 11F: 3 clusters Score -4590135 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -4591353.500000 Penalty: 5161.250000
	Iteration 12F: 3 clusters Score -4591354 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -4592341.500000 Penalty: 5161.250000
	Iteration 13Q: 3 clusters Score -4592342 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -4593110.000000 Penalty: 5161.250000
	Iteration 14Q: 3 clusters Score -4593110 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -4593701.500000 Penalty: 5161.250000
	Iteration 15Q: 3 clusters Score -4593702 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -4594195.500000 Penalty: 5161.250000
	Iteration 16Q: 3 clusters Score -4594196 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -4594652.500000 Penalty: 5161.250000
	Iteration 17Q: 3 clusters Score -4594652 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -4595115.000000 Penalty: 5161.250000
	Iteration 18Q: 3 clusters Score -4595115 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -4595559.500000 Penalty: 5161.250000
	Iteration 19Q: 3 clusters Score -4595560 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -4595893.500000 Penalty: 5161.250000
	Iteration 20F: 3 clusters Score -4595894 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4596161.500000 Penalty: 5161.250000
	Iteration 21Q: 3 clusters Score -4596162 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4596367.500000 Penalty: 5161.250000
	Iteration 22Q: 3 clusters Score -4596368 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4596552.000000 Penalty: 5161.250000
	Iteration 23Q: 3 clusters Score -4596552 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4596729.000000 Penalty: 5161.250000
	Iteration 24Q: 3 clusters Score -4596729 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4596855.500000 Penalty: 5161.250000
	Iteration 25Q: 3 clusters Score -4596856 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4596934.000000 Penalty: 5161.250000
	Iteration 26Q: 3 clusters Score -4596934 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4596998.500000 Penalty: 5161.250000
	Iteration 27Q: 3 clusters Score -4596998 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4597044.500000 Penalty: 5161.250000
	Iteration 28Q: 3 clusters Score -4597044 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4597081.000000 Penalty: 5161.250000
	Iteration 29Q: 3 clusters Score -4597081 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4597119.500000 Penalty: 5161.250000
	Iteration 30Q: 3 clusters Score -4597120 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4597143.500000 Penalty: 5161.250000
	Iteration 31Q: 3 clusters Score -4597144 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4597169.500000 Penalty: 5161.250000
	Iteration 32Q: 3 clusters Score -4597170 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4597187.500000 Penalty: 5161.250000
	Iteration 33Q: 3 clusters Score -4597188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4597206.500000 Penalty: 5161.250000
	Iteration 34Q: 3 clusters Score -4597206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4597225.000000 Penalty: 5161.250000
	Iteration 35Q: 3 clusters Score -4597225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4597247.000000 Penalty: 5161.250000
	Iteration 36Q: 3 clusters Score -4597247 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4597264.500000 Penalty: 5161.250000
	Iteration 37Q: 3 clusters Score -4597264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4597271.000000 Penalty: 5161.250000
	Iteration 38Q: 3 clusters Score -4597271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4597279.500000 Penalty: 5161.250000
	Iteration 39Q: 3 clusters Score -4597280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4597286.500000 Penalty: 5161.250000
	Iteration 40F: 3 clusters Score -4597286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4597298.000000 Penalty: 5161.250000
	Iteration 41Q: 3 clusters Score -4597298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4597308.500000 Penalty: 5161.250000
	Iteration 42Q: 3 clusters Score -4597308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4597318.000000 Penalty: 5161.250000
	Iteration 43Q: 3 clusters Score -4597318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4597323.000000 Penalty: 5161.250000
	Iteration 44Q: 3 clusters Score -4597323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4597326.000000 Penalty: 5161.250000
	Iteration 45Q: 3 clusters Score -4597326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4597329.000000 Penalty: 5161.250000
	Iteration 46Q: 3 clusters Score -4597329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4597333.500000 Penalty: 5161.250000
	Iteration 47Q: 3 clusters Score -4597334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4597326.500000 Penalty: 5161.250000
	Iteration 48Q: 3 clusters Score -4597326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4597326.000000 Penalty: 5161.250000
	Iteration 49Q: 3 clusters Score -4597326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4597333.500000 Penalty: 5161.250000
	Iteration 50Q: 3 clusters Score -4597334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4597340.000000 Penalty: 5161.250000
	Iteration 51Q: 3 clusters Score -4597340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4597341.500000 Penalty: 5161.250000
	Iteration 52Q: 3 clusters Score -4597342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4597344.500000 Penalty: 5161.250000
	Iteration 53Q: 3 clusters Score -4597344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4597337.500000 Penalty: 5161.250000
	Iteration 54Q: 3 clusters Score -4597338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4597342.500000 Penalty: 5161.250000
	Iteration 55Q: 3 clusters Score -4597342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4597342.500000 Penalty: 5161.250000
	Iteration 56Q: 3 clusters Score -4597342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4597349.000000 Penalty: 5161.250000
	Iteration 57Q: 3 clusters Score -4597349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4597351.500000 Penalty: 5161.250000
	Iteration 58Q: 3 clusters Score -4597352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4597355.000000 Penalty: 5161.250000
	Iteration 59Q: 3 clusters Score -4597355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4597361.000000 Penalty: 5161.250000
	Iteration 60F: 3 clusters Score -4597361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4597366.000000 Penalty: 5161.250000
	Iteration 61Q: 3 clusters Score -4597366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4597369.000000 Penalty: 5161.250000
	Iteration 62Q: 3 clusters Score -4597369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4597370.500000 Penalty: 5161.250000
	Iteration 63Q: 3 clusters Score -4597370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4597370.500000 Penalty: 5161.250000
	Iteration 64F: 3 clusters Score -4597370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Entering Unmasked Estep 
Score: -901932.375000 Penalty: 2179.419678
	Iteration 0F: 2 clusters Score -901932.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -896458.000000 Penalty: 4358.839355
	Iteration 0F: 3 clusters Score -896458 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -897852.250000 Penalty: 4358.839355
	Iteration 1F: 3 clusters Score -897852.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -898078.000000 Penalty: 4358.839355
	Iteration 2F: 3 clusters Score -898078 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -898231.625000 Penalty: 4358.839355
	Iteration 3Q: 3 clusters Score -898231.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -898339.500000 Penalty: 4358.839355
	Iteration 4Q: 3 clusters Score -898339.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -898426.375000 Penalty: 4358.839355
	Iteration 5Q: 3 clusters Score -898426.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -898485.000000 Penalty: 4358.839355
	Iteration 6Q: 3 clusters Score -898485 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -898528.750000 Penalty: 4358.839355
	Iteration 7Q: 3 clusters Score -898528.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -898574.187500 Penalty: 4358.839355
	Iteration 8Q: 3 clusters Score -898574.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -898621.062500 Penalty: 4358.839355
	Iteration 9Q: 3 clusters Score -898621.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -898680.187500 Penalty: 4358.839355
	Iteration 10Q: 3 clusters Score -898680.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -898755.687500 Penalty: 4358.839355
	Iteration 11Q: 3 clusters Score -898755.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -898841.312500 Penalty: 4358.839355
	Iteration 12Q: 3 clusters Score -898841.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -898934.937500 Penalty: 4358.839355
	Iteration 13Q: 3 clusters Score -898934.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -899041.437500 Penalty: 4358.839355
	Iteration 14Q: 3 clusters Score -899041.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -899162.500000 Penalty: 4358.839355
	Iteration 15Q: 3 clusters Score -899162.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -899282.500000 Penalty: 4358.839355
	Iteration 16Q: 3 clusters Score -899282.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -899407.312500 Penalty: 4358.839355
	Iteration 17Q: 3 clusters Score -899407.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -899515.875000 Penalty: 4358.839355
	Iteration 18Q: 3 clusters Score -899515.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -899593.250000 Penalty: 4358.839355
	Iteration 19Q: 3 clusters Score -899593.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -899649.750000 Penalty: 4358.839355
	Iteration 20F: 3 clusters Score -899649.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -899703.625000 Penalty: 4358.839355
	Iteration 21Q: 3 clusters Score -899703.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -899739.625000 Penalty: 4358.839355
	Iteration 22Q: 3 clusters Score -899739.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -899773.375000 Penalty: 4358.839355
	Iteration 23Q: 3 clusters Score -899773.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -899796.625000 Penalty: 4358.839355
	Iteration 24Q: 3 clusters Score -899796.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -899825.375000 Penalty: 4358.839355
	Iteration 25Q: 3 clusters Score -899825.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -899850.812500 Penalty: 4358.839355
	Iteration 26Q: 3 clusters Score -899850.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -899862.312500 Penalty: 4358.839355
	Iteration 27Q: 3 clusters Score -899862.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -899869.125000 Penalty: 4358.839355
	Iteration 28Q: 3 clusters Score -899869.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -899878.875000 Penalty: 4358.839355
	Iteration 29Q: 3 clusters Score -899878.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -899887.375000 Penalty: 4358.839355
	Iteration 30Q: 3 clusters Score -899887.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -899898.062500 Penalty: 4358.839355
	Iteration 31Q: 3 clusters Score -899898.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -899906.437500 Penalty: 4358.839355
	Iteration 32Q: 3 clusters Score -899906.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -899916.437500 Penalty: 4358.839355
	Iteration 33Q: 3 clusters Score -899916.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -899925.812500 Penalty: 4358.839355
	Iteration 34Q: 3 clusters Score -899925.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -899935.062500 Penalty: 4358.839355
	Iteration 35Q: 3 clusters Score -899935.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -899943.875000 Penalty: 4358.839355
	Iteration 36Q: 3 clusters Score -899943.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -899949.437500 Penalty: 4358.839355
	Iteration 37Q: 3 clusters Score -899949.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -899956.000000 Penalty: 4358.839355
	Iteration 38Q: 3 clusters Score -899956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -899964.312500 Penalty: 4358.839355
	Iteration 39Q: 3 clusters Score -899964.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -899969.312500 Penalty: 4358.839355
	Iteration 40F: 3 clusters Score -899969.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -899974.500000 Penalty: 4358.839355
	Iteration 41Q: 3 clusters Score -899974.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -899979.625000 Penalty: 4358.839355
	Iteration 42Q: 3 clusters Score -899979.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -899982.437500 Penalty: 4358.839355
	Iteration 43Q: 3 clusters Score -899982.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -899987.625000 Penalty: 4358.839355
	Iteration 44Q: 3 clusters Score -899987.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -899993.125000 Penalty: 4358.839355
	Iteration 45Q: 3 clusters Score -899993.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -899996.812500 Penalty: 4358.839355
	Iteration 46Q: 3 clusters Score -899996.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -900001.437500 Penalty: 4358.839355
	Iteration 47Q: 3 clusters Score -900001.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -900004.750000 Penalty: 4358.839355
	Iteration 48Q: 3 clusters Score -900004.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -900009.562500 Penalty: 4358.839355
	Iteration 49Q: 3 clusters Score -900009.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -900010.062500 Penalty: 4358.839355
	Iteration 50Q: 3 clusters Score -900010.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -900016.687500 Penalty: 4358.839355
	Iteration 51Q: 3 clusters Score -900016.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -900020.062500 Penalty: 4358.839355
	Iteration 52Q: 3 clusters Score -900020.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -900021.187500 Penalty: 4358.839355
	Iteration 53Q: 3 clusters Score -900021.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -900021.187500 Penalty: 4358.839355
	Iteration 54F: 3 clusters Score -900021.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Entering Unmasked Estep 
Score: -781711.125000 Penalty: 2143.100098
	Iteration 0F: 2 clusters Score -781711.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -776821.687500 Penalty: 4286.200195
	Iteration 0F: 3 clusters Score -776821.7 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -778132.375000 Penalty: 4286.200195
	Iteration 1F: 3 clusters Score -778132.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -778387.125000 Penalty: 4286.200195
	Iteration 2F: 3 clusters Score -778387.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -778555.125000 Penalty: 4286.200195
	Iteration 3F: 3 clusters Score -778555.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -778718.937500 Penalty: 4286.200195
	Iteration 4Q: 3 clusters Score -778718.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -778867.250000 Penalty: 4286.200195
	Iteration 5Q: 3 clusters Score -778867.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -779003.187500 Penalty: 4286.200195
	Iteration 6Q: 3 clusters Score -779003.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -779132.187500 Penalty: 4286.200195
	Iteration 7Q: 3 clusters Score -779132.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -779239.812500 Penalty: 4286.200195
	Iteration 8Q: 3 clusters Score -779239.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -779325.875000 Penalty: 4286.200195
	Iteration 9Q: 3 clusters Score -779325.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -779385.625000 Penalty: 4286.200195
	Iteration 10Q: 3 clusters Score -779385.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -779445.562500 Penalty: 4286.200195
	Iteration 11Q: 3 clusters Score -779445.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -779516.312500 Penalty: 4286.200195
	Iteration 12Q: 3 clusters Score -779516.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -779588.750000 Penalty: 4286.200195
	Iteration 13Q: 3 clusters Score -779588.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -779657.187500 Penalty: 4286.200195
	Iteration 14Q: 3 clusters Score -779657.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -779704.812500 Penalty: 4286.200195
	Iteration 15Q: 3 clusters Score -779704.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -779749.125000 Penalty: 4286.200195
	Iteration 16Q: 3 clusters Score -779749.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -779803.437500 Penalty: 4286.200195
	Iteration 17Q: 3 clusters Score -779803.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -779853.187500 Penalty: 4286.200195
	Iteration 18Q: 3 clusters Score -779853.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -779889.125000 Penalty: 4286.200195
	Iteration 19Q: 3 clusters Score -779889.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -779915.375000 Penalty: 4286.200195
	Iteration 20F: 3 clusters Score -779915.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -779946.375000 Penalty: 4286.200195
	Iteration 21Q: 3 clusters Score -779946.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -779978.000000 Penalty: 4286.200195
	Iteration 22Q: 3 clusters Score -779978 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -780010.937500 Penalty: 4286.200195
	Iteration 23Q: 3 clusters Score -780010.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -780032.937500 Penalty: 4286.200195
	Iteration 24Q: 3 clusters Score -780032.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -780049.500000 Penalty: 4286.200195
	Iteration 25Q: 3 clusters Score -780049.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -780056.625000 Penalty: 4286.200195
	Iteration 26Q: 3 clusters Score -780056.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -780064.062500 Penalty: 4286.200195
	Iteration 27Q: 3 clusters Score -780064.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -780071.375000 Penalty: 4286.200195
	Iteration 28Q: 3 clusters Score -780071.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -780078.500000 Penalty: 4286.200195
	Iteration 29Q: 3 clusters Score -780078.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -780085.000000 Penalty: 4286.200195
	Iteration 30Q: 3 clusters Score -780085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -780091.312500 Penalty: 4286.200195
	Iteration 31Q: 3 clusters Score -780091.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -780094.375000 Penalty: 4286.200195
	Iteration 32Q: 3 clusters Score -780094.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -780095.812500 Penalty: 4286.200195
	Iteration 33Q: 3 clusters Score -780095.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -780096.187500 Penalty: 4286.200195
	Iteration 34Q: 3 clusters Score -780096.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -780098.687500 Penalty: 4286.200195
	Iteration 35Q: 3 clusters Score -780098.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -780100.250000 Penalty: 4286.200195
	Iteration 36Q: 3 clusters Score -780100.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -780100.125000 Penalty: 4286.200195
	Iteration 37Q: 3 clusters Score -780100.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -780099.437500 Penalty: 4286.200195
	Iteration 38Q: 3 clusters Score -780099.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -780099.437500 Penalty: 4286.200195
	Iteration 39F: 3 clusters Score -780099.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Entering Unmasked Estep 
Score: -2104986.500000 Penalty: 2392.210938
	Iteration 0F: 2 clusters Score -2104986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2093832.500000 Penalty: 4784.421875
	Iteration 0F: 3 clusters Score -2093832 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2097501.250000 Penalty: 4784.421875
	Iteration 1F: 3 clusters Score -2097501 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2098007.000000 Penalty: 4784.421875
	Iteration 2F: 3 clusters Score -2098007 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2098549.250000 Penalty: 4784.421875
	Iteration 3F: 3 clusters Score -2098549 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2099116.500000 Penalty: 4784.421875
	Iteration 4F: 3 clusters Score -2099116 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2099725.250000 Penalty: 4784.421875
	Iteration 5F: 3 clusters Score -2099725 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2100319.250000 Penalty: 4784.421875
	Iteration 6F: 3 clusters Score -2100319 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2100824.750000 Penalty: 4784.421875
	Iteration 7F: 3 clusters Score -2100825 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2101265.000000 Penalty: 4784.421875
	Iteration 8Q: 3 clusters Score -2101265 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2101566.750000 Penalty: 4784.421875
	Iteration 9Q: 3 clusters Score -2101567 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2101795.750000 Penalty: 4784.421875
	Iteration 10Q: 3 clusters Score -2101796 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2101976.000000 Penalty: 4784.421875
	Iteration 11Q: 3 clusters Score -2101976 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2102205.000000 Penalty: 4784.421875
	Iteration 12Q: 3 clusters Score -2102205 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2102421.250000 Penalty: 4784.421875
	Iteration 13Q: 3 clusters Score -2102421 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2102604.250000 Penalty: 4784.421875
	Iteration 14Q: 3 clusters Score -2102604 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2102790.750000 Penalty: 4784.421875
	Iteration 15Q: 3 clusters Score -2102791 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2102920.000000 Penalty: 4784.421875
	Iteration 16Q: 3 clusters Score -2102920 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2103028.000000 Penalty: 4784.421875
	Iteration 17Q: 3 clusters Score -2103028 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2103094.750000 Penalty: 4784.421875
	Iteration 18Q: 3 clusters Score -2103095 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2103142.500000 Penalty: 4784.421875
	Iteration 19Q: 3 clusters Score -2103142 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2103183.250000 Penalty: 4784.421875
	Iteration 20F: 3 clusters Score -2103183 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2103211.500000 Penalty: 4784.421875
	Iteration 21Q: 3 clusters Score -2103212 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2103237.750000 Penalty: 4784.421875
	Iteration 22Q: 3 clusters Score -2103238 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2103247.500000 Penalty: 4784.421875
	Iteration 23Q: 3 clusters Score -2103248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2103263.250000 Penalty: 4784.421875
	Iteration 24Q: 3 clusters Score -2103263 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2103270.500000 Penalty: 4784.421875
	Iteration 25Q: 3 clusters Score -2103270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2103285.000000 Penalty: 4784.421875
	Iteration 26Q: 3 clusters Score -2103285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -2103293.500000 Penalty: 4784.421875
	Iteration 27Q: 3 clusters Score -2103294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2103304.000000 Penalty: 4784.421875
	Iteration 28Q: 3 clusters Score -2103304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2103321.250000 Penalty: 4784.421875
	Iteration 29Q: 3 clusters Score -2103321 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2103344.500000 Penalty: 4784.421875
	Iteration 30Q: 3 clusters Score -2103344 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2103364.500000 Penalty: 4784.421875
	Iteration 31Q: 3 clusters Score -2103364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2103374.500000 Penalty: 4784.421875
	Iteration 32Q: 3 clusters Score -2103374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2103385.500000 Penalty: 4784.421875
	Iteration 33Q: 3 clusters Score -2103386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -2103393.500000 Penalty: 4784.421875
	Iteration 34Q: 3 clusters Score -2103394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2103395.250000 Penalty: 4784.421875
	Iteration 35Q: 3 clusters Score -2103395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -2103399.000000 Penalty: 4784.421875
	Iteration 36Q: 3 clusters Score -2103399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2103398.000000 Penalty: 4784.421875
	Iteration 37Q: 3 clusters Score -2103398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -2103402.000000 Penalty: 4784.421875
	Iteration 38Q: 3 clusters Score -2103402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2103403.000000 Penalty: 4784.421875
	Iteration 39Q: 3 clusters Score -2103403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2103402.750000 Penalty: 4784.421875
	Iteration 40F: 3 clusters Score -2103403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2103410.250000 Penalty: 4784.421875
	Iteration 41Q: 3 clusters Score -2103410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2103410.750000 Penalty: 4784.421875
	Iteration 42Q: 3 clusters Score -2103411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2103414.750000 Penalty: 4784.421875
	Iteration 43Q: 3 clusters Score -2103415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2103414.500000 Penalty: 4784.421875
	Iteration 44Q: 3 clusters Score -2103414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2103416.500000 Penalty: 4784.421875
	Iteration 45Q: 3 clusters Score -2103416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2103421.500000 Penalty: 4784.421875
	Iteration 46Q: 3 clusters Score -2103422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2103421.250000 Penalty: 4784.421875
	Iteration 47Q: 3 clusters Score -2103421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2103422.000000 Penalty: 4784.421875
	Iteration 48Q: 3 clusters Score -2103422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2103426.500000 Penalty: 4784.421875
	Iteration 49Q: 3 clusters Score -2103426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2103432.750000 Penalty: 4784.421875
	Iteration 50Q: 3 clusters Score -2103433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2103436.000000 Penalty: 4784.421875
	Iteration 51Q: 3 clusters Score -2103436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2103433.500000 Penalty: 4784.421875
	Iteration 52Q: 3 clusters Score -2103434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2103439.250000 Penalty: 4784.421875
	Iteration 53Q: 3 clusters Score -2103439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2103438.500000 Penalty: 4784.421875
	Iteration 54Q: 3 clusters Score -2103438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2103438.500000 Penalty: 4784.421875
	Iteration 55Q: 3 clusters Score -2103438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2103441.250000 Penalty: 4784.421875
	Iteration 56Q: 3 clusters Score -2103441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2103438.500000 Penalty: 4784.421875
	Iteration 57Q: 3 clusters Score -2103438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2103438.000000 Penalty: 4784.421875
	Iteration 58Q: 3 clusters Score -2103438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2103439.750000 Penalty: 4784.421875
	Iteration 59Q: 3 clusters Score -2103440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2103436.750000 Penalty: 4784.421875
	Iteration 60F: 3 clusters Score -2103437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (66776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66776 members 
Entering Unmasked Estep 
Score: -9347959.000000 Penalty: 2755.056641
	Iteration 0F: 2 clusters Score -9347959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -9303178.000000 Penalty: 5510.113281
	Iteration 0F: 3 clusters Score -9303178 nChanged 31046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -9320327.000000 Penalty: 5510.113281
	Iteration 1F: 3 clusters Score -9320327 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -9320891.000000 Penalty: 5510.113281
	Iteration 2Q: 3 clusters Score -9320891 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -9321712.000000 Penalty: 5510.113281
	Iteration 3Q: 3 clusters Score -9321712 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -9322743.000000 Penalty: 5510.113281
	Iteration 4Q: 3 clusters Score -9322743 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -9324207.000000 Penalty: 5510.113281
	Iteration 5Q: 3 clusters Score -9324207 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -9326600.000000 Penalty: 5510.113281
	Iteration 6F: 3 clusters Score -9326600 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -9330239.000000 Penalty: 5510.113281
	Iteration 7F: 3 clusters Score -9330239 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -9335008.000000 Penalty: 5510.113281
	Iteration 8F: 3 clusters Score -9335008 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -9339169.000000 Penalty: 5510.113281
	Iteration 9F: 3 clusters Score -9339169 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -9341540.000000 Penalty: 5510.113281
	Iteration 10Q: 3 clusters Score -9341540 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 51274 members 
Entering Unmasked Estep 
Score: -9342505.000000 Penalty: 5510.113281
	Iteration 11Q: 3 clusters Score -9342505 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -9342859.000000 Penalty: 5510.113281
	Iteration 12Q: 3 clusters Score -9342859 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -9343054.000000 Penalty: 5510.113281
	Iteration 13Q: 3 clusters Score -9343054 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -9343202.000000 Penalty: 5510.113281
	Iteration 14Q: 3 clusters Score -9343202 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -9343301.000000 Penalty: 5510.113281
	Iteration 15Q: 3 clusters Score -9343301 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -9343405.000000 Penalty: 5510.113281
	Iteration 16Q: 3 clusters Score -9343405 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -9343491.000000 Penalty: 5510.113281
	Iteration 17Q: 3 clusters Score -9343491 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 54936 members 
Entering Unmasked Estep 
Score: -9343566.000000 Penalty: 5510.113281
	Iteration 18Q: 3 clusters Score -9343566 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 55381 members 
Entering Unmasked Estep 
Score: -9343684.000000 Penalty: 5510.113281
	Iteration 19Q: 3 clusters Score -9343684 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -9343772.000000 Penalty: 5510.113281
	Iteration 20F: 3 clusters Score -9343772 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 56264 members 
Entering Unmasked Estep 
Score: -9343871.000000 Penalty: 5510.113281
	Iteration 21Q: 3 clusters Score -9343871 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 56684 members 
Entering Unmasked Estep 
Score: -9343947.000000 Penalty: 5510.113281
	Iteration 22Q: 3 clusters Score -9343947 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 57096 members 
Entering Unmasked Estep 
Score: -9344011.000000 Penalty: 5510.113281
	Iteration 23Q: 3 clusters Score -9344011 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
Score: -9344142.000000 Penalty: 5510.113281
	Iteration 24Q: 3 clusters Score -9344142 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -9344216.000000 Penalty: 5510.113281
	Iteration 25Q: 3 clusters Score -9344216 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 58335 members 
Entering Unmasked Estep 
Score: -9344386.000000 Penalty: 5510.113281
	Iteration 26Q: 3 clusters Score -9344386 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 58736 members 
Entering Unmasked Estep 
Score: -9344497.000000 Penalty: 5510.113281
	Iteration 27Q: 3 clusters Score -9344497 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 59119 members 
Entering Unmasked Estep 
Score: -9344580.000000 Penalty: 5510.113281
	Iteration 28Q: 3 clusters Score -9344580 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 59472 members 
Entering Unmasked Estep 
Score: -9344639.000000 Penalty: 5510.113281
	Iteration 29Q: 3 clusters Score -9344639 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 59835 members 
Entering Unmasked Estep 
Score: -9344707.000000 Penalty: 5510.113281
	Iteration 30Q: 3 clusters Score -9344707 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 60197 members 
Entering Unmasked Estep 
Score: -9344807.000000 Penalty: 5510.113281
	Iteration 31Q: 3 clusters Score -9344807 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 60521 members 
Entering Unmasked Estep 
Score: -9344872.000000 Penalty: 5510.113281
	Iteration 32Q: 3 clusters Score -9344872 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 60832 members 
Entering Unmasked Estep 
Score: -9344961.000000 Penalty: 5510.113281
	Iteration 33Q: 3 clusters Score -9344961 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 61144 members 
Entering Unmasked Estep 
Score: -9345010.000000 Penalty: 5510.113281
	Iteration 34Q: 3 clusters Score -9345010 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 61471 members 
Entering Unmasked Estep 
Score: -9345138.000000 Penalty: 5510.113281
	Iteration 35Q: 3 clusters Score -9345138 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 61798 members 
Entering Unmasked Estep 
Score: -9345249.000000 Penalty: 5510.113281
	Iteration 36Q: 3 clusters Score -9345249 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 62131 members 
Entering Unmasked Estep 
Score: -9345330.000000 Penalty: 5510.113281
	Iteration 37Q: 3 clusters Score -9345330 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 62409 members 
Entering Unmasked Estep 
Score: -9345409.000000 Penalty: 5510.113281
	Iteration 38Q: 3 clusters Score -9345409 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 62637 members 
Entering Unmasked Estep 
Score: -9345490.000000 Penalty: 5510.113281
	Iteration 39Q: 3 clusters Score -9345490 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
Score: -9345532.000000 Penalty: 5510.113281
	Iteration 40F: 3 clusters Score -9345532 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -9345605.000000 Penalty: 5510.113281
	Iteration 41Q: 3 clusters Score -9345605 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 63237 members 
Entering Unmasked Estep 
Score: -9345665.000000 Penalty: 5510.113281
	Iteration 42Q: 3 clusters Score -9345665 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 63398 members 
Entering Unmasked Estep 
Score: -9345702.000000 Penalty: 5510.113281
	Iteration 43Q: 3 clusters Score -9345702 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 63538 members 
Entering Unmasked Estep 
Score: -9345731.000000 Penalty: 5510.113281
	Iteration 44Q: 3 clusters Score -9345731 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 63673 members 
Entering Unmasked Estep 
Score: -9345758.000000 Penalty: 5510.113281
	Iteration 45Q: 3 clusters Score -9345758 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -9345785.000000 Penalty: 5510.113281
	Iteration 46Q: 3 clusters Score -9345785 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 63931 members 
Entering Unmasked Estep 
Score: -9345836.000000 Penalty: 5510.113281
	Iteration 47Q: 3 clusters Score -9345836 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 64043 members 
Entering Unmasked Estep 
Score: -9345883.000000 Penalty: 5510.113281
	Iteration 48Q: 3 clusters Score -9345883 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 64153 members 
Entering Unmasked Estep 
Score: -9345896.000000 Penalty: 5510.113281
	Iteration 49Q: 3 clusters Score -9345896 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 64233 members 
Entering Unmasked Estep 
Score: -9345893.000000 Penalty: 5510.113281
	Iteration 50Q: 3 clusters Score -9345893 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 64313 members 
Entering Unmasked Estep 
Score: -9345911.000000 Penalty: 5510.113281
	Iteration 51Q: 3 clusters Score -9345911 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 64374 members 
Entering Unmasked Estep 
Score: -9345944.000000 Penalty: 5510.113281
	Iteration 52Q: 3 clusters Score -9345944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 64416 members 
Entering Unmasked Estep 
Score: -9345961.000000 Penalty: 5510.113281
	Iteration 53Q: 3 clusters Score -9345961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 64460 members 
Entering Unmasked Estep 
Score: -9345967.000000 Penalty: 5510.113281
	Iteration 54Q: 3 clusters Score -9345967 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 64492 members 
Entering Unmasked Estep 
Score: -9345978.000000 Penalty: 5510.113281
	Iteration 55Q: 3 clusters Score -9345978 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -9345987.000000 Penalty: 5510.113281
	Iteration 56Q: 3 clusters Score -9345987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 64550 members 
Entering Unmasked Estep 
Score: -9345993.000000 Penalty: 5510.113281
	Iteration 57Q: 3 clusters Score -9345993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
Score: -9345995.000000 Penalty: 5510.113281
	Iteration 58Q: 3 clusters Score -9345995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 64606 members 
Entering Unmasked Estep 
Score: -9346004.000000 Penalty: 5510.113281
	Iteration 59Q: 3 clusters Score -9346004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 64632 members 
Entering Unmasked Estep 
Score: -9346033.000000 Penalty: 5510.113281
	Iteration 60F: 3 clusters Score -9346033 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 64662 members 
Entering Unmasked Estep 
Score: -9346027.000000 Penalty: 5510.113281
	Iteration 61Q: 3 clusters Score -9346027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 64686 members 
Entering Unmasked Estep 
Score: -9346022.000000 Penalty: 5510.113281
	Iteration 62Q: 3 clusters Score -9346022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 64701 members 
Entering Unmasked Estep 
Score: -9346040.000000 Penalty: 5510.113281
	Iteration 63Q: 3 clusters Score -9346040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -9346043.000000 Penalty: 5510.113281
	Iteration 64Q: 3 clusters Score -9346043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 64742 members 
Entering Unmasked Estep 
Score: -9346040.000000 Penalty: 5510.113281
	Iteration 65Q: 3 clusters Score -9346040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 64758 members 
Entering Unmasked Estep 
Score: -9346038.000000 Penalty: 5510.113281
	Iteration 66Q: 3 clusters Score -9346038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 64770 members 
Entering Unmasked Estep 
Score: -9346048.000000 Penalty: 5510.113281
	Iteration 67Q: 3 clusters Score -9346048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 64779 members 
Entering Unmasked Estep 
Score: -9346050.000000 Penalty: 5510.113281
	Iteration 68Q: 3 clusters Score -9346050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 64788 members 
Entering Unmasked Estep 
Score: -9346056.000000 Penalty: 5510.113281
	Iteration 69Q: 3 clusters Score -9346056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 64793 members 
Entering Unmasked Estep 
Score: -9346050.000000 Penalty: 5510.113281
	Iteration 70Q: 3 clusters Score -9346050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 64803 members 
Entering Unmasked Estep 
Score: -9346049.000000 Penalty: 5510.113281
	Iteration 71Q: 3 clusters Score -9346049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 64817 members 
Entering Unmasked Estep 
Score: -9346042.000000 Penalty: 5510.113281
	Iteration 72Q: 3 clusters Score -9346042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 64825 members 
Entering Unmasked Estep 
Score: -9346055.000000 Penalty: 5510.113281
	Iteration 73Q: 3 clusters Score -9346055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 64838 members 
Entering Unmasked Estep 
Score: -9346053.000000 Penalty: 5510.113281
	Iteration 74Q: 3 clusters Score -9346053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 64845 members 
Entering Unmasked Estep 
Score: -9346060.000000 Penalty: 5510.113281
	Iteration 75Q: 3 clusters Score -9346060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 64852 members 
Entering Unmasked Estep 
Score: -9346061.000000 Penalty: 5510.113281
	Iteration 76Q: 3 clusters Score -9346061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 64858 members 
Entering Unmasked Estep 
Score: -9346067.000000 Penalty: 5510.113281
	Iteration 77Q: 3 clusters Score -9346067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 64865 members 
Entering Unmasked Estep 
Score: -9346078.000000 Penalty: 5510.113281
	Iteration 78Q: 3 clusters Score -9346078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -9346085.000000 Penalty: 5510.113281
	Iteration 79Q: 3 clusters Score -9346085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -9346086.000000 Penalty: 5510.113281
	Iteration 80F: 3 clusters Score -9346086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 64882 members 
Entering Unmasked Estep 
Score: -9346084.000000 Penalty: 5510.113281
	Iteration 81Q: 3 clusters Score -9346084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 64886 members 
Entering Unmasked Estep 
Score: -9346076.000000 Penalty: 5510.113281
	Iteration 82Q: 3 clusters Score -9346076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 64889 members 
Entering Unmasked Estep 
Score: -9346085.000000 Penalty: 5510.113281
	Iteration 83Q: 3 clusters Score -9346085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -9346083.000000 Penalty: 5510.113281
	Iteration 84Q: 3 clusters Score -9346083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -9346083.000000 Penalty: 5510.113281
	Iteration 85F: 3 clusters Score -9346083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -155220.531250 Penalty: 1746.270142
	Iteration 0F: 2 clusters Score -155220.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -153143.250000 Penalty: 3492.540283
	Iteration 0F: 3 clusters Score -153143.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -153490.343750 Penalty: 3492.540283
	Iteration 1F: 3 clusters Score -153490.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -153583.656250 Penalty: 3492.540283
	Iteration 2F: 3 clusters Score -153583.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -153643.484375 Penalty: 3492.540283
	Iteration 3Q: 3 clusters Score -153643.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -153696.375000 Penalty: 3492.540283
	Iteration 4Q: 3 clusters Score -153696.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -153754.078125 Penalty: 3492.540283
	Iteration 5Q: 3 clusters Score -153754.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -153860.406250 Penalty: 3492.540283
	Iteration 6Q: 3 clusters Score -153860.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -153928.921875 Penalty: 3492.540283
	Iteration 7Q: 3 clusters Score -153928.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -153977.000000 Penalty: 3492.540283
	Iteration 8Q: 3 clusters Score -153977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -154006.093750 Penalty: 3492.540283
	Iteration 9Q: 3 clusters Score -154006.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -154023.406250 Penalty: 3492.540283
	Iteration 10Q: 3 clusters Score -154023.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -154041.328125 Penalty: 3492.540283
	Iteration 11Q: 3 clusters Score -154041.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -154053.968750 Penalty: 3492.540283
	Iteration 12Q: 3 clusters Score -154054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -154063.171875 Penalty: 3492.540283
	Iteration 13Q: 3 clusters Score -154063.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -154069.781250 Penalty: 3492.540283
	Iteration 14Q: 3 clusters Score -154069.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -154071.515625 Penalty: 3492.540283
	Iteration 15Q: 3 clusters Score -154071.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -154074.171875 Penalty: 3492.540283
	Iteration 16Q: 3 clusters Score -154074.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -154077.421875 Penalty: 3492.540283
	Iteration 17Q: 3 clusters Score -154077.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -154077.921875 Penalty: 3492.540283
	Iteration 18Q: 3 clusters Score -154077.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -154077.921875 Penalty: 3492.540283
	Iteration 19F: 3 clusters Score -154077.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Entering Unmasked Estep 
Score: -1314038.500000 Penalty: 2273.962891
	Iteration 0F: 2 clusters Score -1314038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1306593.250000 Penalty: 4547.925781
	Iteration 0F: 3 clusters Score -1306593 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1308927.500000 Penalty: 4547.925781
	Iteration 1F: 3 clusters Score -1308928 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1309421.625000 Penalty: 4547.925781
	Iteration 2F: 3 clusters Score -1309422 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1309980.125000 Penalty: 4547.925781
	Iteration 3F: 3 clusters Score -1309980 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1310565.500000 Penalty: 4547.925781
	Iteration 4F: 3 clusters Score -1310566 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1311062.250000 Penalty: 4547.925781
	Iteration 5F: 3 clusters Score -1311062 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1311470.000000 Penalty: 4547.925781
	Iteration 6F: 3 clusters Score -1311470 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1311796.250000 Penalty: 4547.925781
	Iteration 7Q: 3 clusters Score -1311796 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1312048.125000 Penalty: 4547.925781
	Iteration 8Q: 3 clusters Score -1312048 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1312239.500000 Penalty: 4547.925781
	Iteration 9Q: 3 clusters Score -1312240 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1312382.750000 Penalty: 4547.925781
	Iteration 10Q: 3 clusters Score -1312383 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1312502.000000 Penalty: 4547.925781
	Iteration 11Q: 3 clusters Score -1312502 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1312640.750000 Penalty: 4547.925781
	Iteration 12Q: 3 clusters Score -1312641 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1312747.625000 Penalty: 4547.925781
	Iteration 13Q: 3 clusters Score -1312748 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1312845.750000 Penalty: 4547.925781
	Iteration 14Q: 3 clusters Score -1312846 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1312913.500000 Penalty: 4547.925781
	Iteration 15Q: 3 clusters Score -1312914 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1312953.125000 Penalty: 4547.925781
	Iteration 16Q: 3 clusters Score -1312953 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1312981.875000 Penalty: 4547.925781
	Iteration 17Q: 3 clusters Score -1312982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1313002.875000 Penalty: 4547.925781
	Iteration 18Q: 3 clusters Score -1313003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1313015.000000 Penalty: 4547.925781
	Iteration 19Q: 3 clusters Score -1313015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1313032.000000 Penalty: 4547.925781
	Iteration 20F: 3 clusters Score -1313032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1313048.250000 Penalty: 4547.925781
	Iteration 21Q: 3 clusters Score -1313048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1313065.750000 Penalty: 4547.925781
	Iteration 22Q: 3 clusters Score -1313066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1313075.750000 Penalty: 4547.925781
	Iteration 23Q: 3 clusters Score -1313076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1313083.750000 Penalty: 4547.925781
	Iteration 24Q: 3 clusters Score -1313084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1313087.750000 Penalty: 4547.925781
	Iteration 25Q: 3 clusters Score -1313088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1313089.750000 Penalty: 4547.925781
	Iteration 26Q: 3 clusters Score -1313090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1313091.000000 Penalty: 4547.925781
	Iteration 27Q: 3 clusters Score -1313091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1313092.250000 Penalty: 4547.925781
	Iteration 28Q: 3 clusters Score -1313092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1313092.250000 Penalty: 4547.925781
	Iteration 29F: 3 clusters Score -1313092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Entering Unmasked Estep 
Score: -165314.406250 Penalty: 1771.421265
	Iteration 0F: 2 clusters Score -165314.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -163152.812500 Penalty: 3542.842529
	Iteration 0F: 3 clusters Score -163152.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -163588.953125 Penalty: 3542.842529
	Iteration 1F: 3 clusters Score -163589 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -163769.515625 Penalty: 3542.842529
	Iteration 2F: 3 clusters Score -163769.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -163889.500000 Penalty: 3542.842529
	Iteration 3F: 3 clusters Score -163889.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -163953.500000 Penalty: 3542.842529
	Iteration 4Q: 3 clusters Score -163953.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -164001.000000 Penalty: 3542.842529
	Iteration 5Q: 3 clusters Score -164001 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -164049.234375 Penalty: 3542.842529
	Iteration 6Q: 3 clusters Score -164049.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -164094.593750 Penalty: 3542.842529
	Iteration 7Q: 3 clusters Score -164094.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -164150.625000 Penalty: 3542.842529
	Iteration 8Q: 3 clusters Score -164150.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -164220.750000 Penalty: 3542.842529
	Iteration 9Q: 3 clusters Score -164220.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -164284.687500 Penalty: 3542.842529
	Iteration 10Q: 3 clusters Score -164284.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -164351.843750 Penalty: 3542.842529
	Iteration 11Q: 3 clusters Score -164351.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -164419.765625 Penalty: 3542.842529
	Iteration 12Q: 3 clusters Score -164419.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -164452.843750 Penalty: 3542.842529
	Iteration 13Q: 3 clusters Score -164452.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -164484.796875 Penalty: 3542.842529
	Iteration 14Q: 3 clusters Score -164484.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -164495.843750 Penalty: 3542.842529
	Iteration 15Q: 3 clusters Score -164495.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -164499.203125 Penalty: 3542.842529
	Iteration 16Q: 3 clusters Score -164499.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -164502.062500 Penalty: 3542.842529
	Iteration 17Q: 3 clusters Score -164502.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -164503.109375 Penalty: 3542.842529
	Iteration 18Q: 3 clusters Score -164503.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -164503.109375 Penalty: 3542.842529
	Iteration 19F: 3 clusters Score -164503.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 3 contains 140250 members 
Mstep: Class 4 contains 7570 members 
Mstep: Class 5 contains 103331 members 
Mstep: Class 6 contains 27590 members 
Mstep: Class 7 contains 46857 members 
Mstep: Class 8 contains 17702 members 
Mstep: Class 9 contains 113437 members 
Mstep: Class 10 contains 8373 members 
Mstep: Class 11 contains 21543 members 
Mstep: Class 12 contains 43508 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 25992 members 
Mstep: Class 15 contains 129898 members 
Mstep: Class 16 contains 8013 members 
Mstep: Class 17 contains 5428 members 
Mstep: Class 18 contains 7441 members 
Mstep: Class 19 contains 41998 members 
Mstep: Class 20 contains 119769 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 28883 members 
Mstep: Class 23 contains 5979 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 33049 members 
Mstep: Class 26 contains 6555 members 
Mstep: Class 27 contains 5662 members 
Mstep: Class 28 contains 15460 members 
Mstep: Class 29 contains 66776 members 
Mstep: Class 30 contains 1143 members 
Mstep: Class 31 contains 9597 members 
Mstep: Class 32 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948352.000000 Penalty: 110053.570312
Iteration 239Q: 33 clusters Score -1.429484e+08 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2663 members 
Mstep: Class 3 contains 142208 members 
Mstep: Class 4 contains 7571 members 
Mstep: Class 5 contains 102963 members 
Mstep: Class 6 contains 27626 members 
Mstep: Class 7 contains 46753 members 
Mstep: Class 8 contains 17712 members 
Mstep: Class 9 contains 113590 members 
Mstep: Class 10 contains 8372 members 
Mstep: Class 11 contains 21559 members 
Mstep: Class 12 contains 43603 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 25988 members 
Mstep: Class 15 contains 127502 members 
Mstep: Class 16 contains 7986 members 
Mstep: Class 17 contains 5417 members 
Mstep: Class 18 contains 7431 members 
Mstep: Class 19 contains 41990 members 
Mstep: Class 20 contains 120159 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 28979 members 
Mstep: Class 23 contains 5976 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 33214 members 
Mstep: Class 26 contains 6554 members 
Mstep: Class 27 contains 5668 members 
Mstep: Class 28 contains 15460 members 
Mstep: Class 29 contains 66768 members 
Mstep: Class 30 contains 1146 members 
Mstep: Class 31 contains 9606 members 
Mstep: Class 32 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142949920.000000 Penalty: 110053.570312
Iteration 240F: 33 clusters Score -1.429499e+08 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2663 members 
Mstep: Class 3 contains 144058 members 
Mstep: Class 4 contains 7572 members 
Mstep: Class 5 contains 101842 members 
Mstep: Class 6 contains 27639 members 
Mstep: Class 7 contains 46572 members 
Mstep: Class 8 contains 17712 members 
Mstep: Class 9 contains 112856 members 
Mstep: Class 10 contains 8368 members 
Mstep: Class 11 contains 21569 members 
Mstep: Class 12 contains 43630 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 25978 members 
Mstep: Class 15 contains 127507 members 
Mstep: Class 16 contains 7965 members 
Mstep: Class 17 contains 5412 members 
Mstep: Class 18 contains 7433 members 
Mstep: Class 19 contains 41990 members 
Mstep: Class 20 contains 120154 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 29032 members 
Mstep: Class 23 contains 5970 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 33398 members 
Mstep: Class 26 contains 6555 members 
Mstep: Class 27 contains 5672 members 
Mstep: Class 28 contains 15460 members 
Mstep: Class 29 contains 66695 members 
Mstep: Class 30 contains 1147 members 
Mstep: Class 31 contains 9615 members 
Mstep: Class 32 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142949600.000000 Penalty: 110053.570312
Iteration 241Q: 33 clusters Score -1.429496e+08 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 145470 members 
Mstep: Class 4 contains 7572 members 
Mstep: Class 5 contains 100831 members 
Mstep: Class 6 contains 27668 members 
Mstep: Class 7 contains 46386 members 
Mstep: Class 8 contains 17711 members 
Mstep: Class 9 contains 112328 members 
Mstep: Class 10 contains 8364 members 
Mstep: Class 11 contains 21592 members 
Mstep: Class 12 contains 43725 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 25977 members 
Mstep: Class 15 contains 127429 members 
Mstep: Class 16 contains 7945 members 
Mstep: Class 17 contains 5409 members 
Mstep: Class 18 contains 7426 members 
Mstep: Class 19 contains 41984 members 
Mstep: Class 20 contains 120260 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 29105 members 
Mstep: Class 23 contains 5967 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 33583 members 
Mstep: Class 26 contains 6556 members 
Mstep: Class 27 contains 5676 members 
Mstep: Class 28 contains 15460 members 
Mstep: Class 29 contains 66605 members 
Mstep: Class 30 contains 1146 members 
Mstep: Class 31 contains 9623 members 
Mstep: Class 32 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142949136.000000 Penalty: 110053.570312
Iteration 242Q: 33 clusters Score -1.429491e+08 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 146477 members 
Mstep: Class 4 contains 7574 members 
Mstep: Class 5 contains 99982 members 
Mstep: Class 6 contains 27728 members 
Mstep: Class 7 contains 46236 members 
Mstep: Class 8 contains 17700 members 
Mstep: Class 9 contains 112017 members 
Mstep: Class 10 contains 8358 members 
Mstep: Class 11 contains 21612 members 
Mstep: Class 12 contains 43854 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 25975 members 
Mstep: Class 15 contains 127196 members 
Mstep: Class 16 contains 7927 members 
Mstep: Class 17 contains 5405 members 
Mstep: Class 18 contains 7424 members 
Mstep: Class 19 contains 41993 members 
Mstep: Class 20 contains 120412 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 29178 members 
Mstep: Class 23 contains 5963 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 33791 members 
Mstep: Class 26 contains 6557 members 
Mstep: Class 27 contains 5682 members 
Mstep: Class 28 contains 15461 members 
Mstep: Class 29 contains 66513 members 
Mstep: Class 30 contains 1146 members 
Mstep: Class 31 contains 9636 members 
Mstep: Class 32 contains 1269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948976.000000 Penalty: 110053.570312
Iteration 243Q: 33 clusters Score -1.42949e+08 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 147190 members 
Mstep: Class 4 contains 7576 members 
Mstep: Class 5 contains 99205 members 
Mstep: Class 6 contains 27803 members 
Mstep: Class 7 contains 46082 members 
Mstep: Class 8 contains 17701 members 
Mstep: Class 9 contains 111833 members 
Mstep: Class 10 contains 8354 members 
Mstep: Class 11 contains 21645 members 
Mstep: Class 12 contains 44001 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 25964 members 
Mstep: Class 15 contains 126944 members 
Mstep: Class 16 contains 7895 members 
Mstep: Class 17 contains 5401 members 
Mstep: Class 18 contains 7421 members 
Mstep: Class 19 contains 42015 members 
Mstep: Class 20 contains 120636 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 29253 members 
Mstep: Class 23 contains 5966 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 33989 members 
Mstep: Class 26 contains 6558 members 
Mstep: Class 27 contains 5692 members 
Mstep: Class 28 contains 15461 members 
Mstep: Class 29 contains 66417 members 
Mstep: Class 30 contains 1149 members 
Mstep: Class 31 contains 9646 members 
Mstep: Class 32 contains 1269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948560.000000 Penalty: 110053.570312
Iteration 244Q: 33 clusters Score -1.429486e+08 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 147619 members 
Mstep: Class 4 contains 7578 members 
Mstep: Class 5 contains 98393 members 
Mstep: Class 6 contains 27930 members 
Mstep: Class 7 contains 45963 members 
Mstep: Class 8 contains 17691 members 
Mstep: Class 9 contains 111825 members 
Mstep: Class 10 contains 8350 members 
Mstep: Class 11 contains 21695 members 
Mstep: Class 12 contains 44171 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 25956 members 
Mstep: Class 15 contains 126621 members 
Mstep: Class 16 contains 7860 members 
Mstep: Class 17 contains 5404 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 42037 members 
Mstep: Class 20 contains 120929 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 29336 members 
Mstep: Class 23 contains 5958 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 34220 members 
Mstep: Class 26 contains 6561 members 
Mstep: Class 27 contains 5712 members 
Mstep: Class 28 contains 15460 members 
Mstep: Class 29 contains 66305 members 
Mstep: Class 30 contains 1150 members 
Mstep: Class 31 contains 9653 members 
Mstep: Class 32 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948448.000000 Penalty: 110053.570312
Iteration 245Q: 33 clusters Score -1.429484e+08 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 147969 members 
Mstep: Class 4 contains 7579 members 
Mstep: Class 5 contains 97644 members 
Mstep: Class 6 contains 28065 members 
Mstep: Class 7 contains 45846 members 
Mstep: Class 8 contains 17685 members 
Mstep: Class 9 contains 111877 members 
Mstep: Class 10 contains 8354 members 
Mstep: Class 11 contains 21735 members 
Mstep: Class 12 contains 44300 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 25950 members 
Mstep: Class 15 contains 126206 members 
Mstep: Class 16 contains 7830 members 
Mstep: Class 17 contains 5397 members 
Mstep: Class 18 contains 7421 members 
Mstep: Class 19 contains 42054 members 
Mstep: Class 20 contains 121246 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 29428 members 
Mstep: Class 23 contains 5952 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 34476 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 5724 members 
Mstep: Class 28 contains 15458 members 
Mstep: Class 29 contains 66234 members 
Mstep: Class 30 contains 1148 members 
Mstep: Class 31 contains 9658 members 
Mstep: Class 32 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948624.000000 Penalty: 110053.570312
Iteration 246Q: 33 clusters Score -1.429486e+08 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2664 members 
Mstep: Class 3 contains 148236 members 
Mstep: Class 4 contains 7579 members 
Mstep: Class 5 contains 96891 members 
Mstep: Class 6 contains 28179 members 
Mstep: Class 7 contains 45711 members 
Mstep: Class 8 contains 17677 members 
Mstep: Class 9 contains 112063 members 
Mstep: Class 10 contains 8361 members 
Mstep: Class 11 contains 21777 members 
Mstep: Class 12 contains 44430 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 25956 members 
Mstep: Class 15 contains 125787 members 
Mstep: Class 16 contains 7798 members 
Mstep: Class 17 contains 5385 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 42067 members 
Mstep: Class 20 contains 121548 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 29509 members 
Mstep: Class 23 contains 5945 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 34735 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 5736 members 
Mstep: Class 28 contains 15456 members 
Mstep: Class 29 contains 66177 members 
Mstep: Class 30 contains 1151 members 
Mstep: Class 31 contains 9665 members 
Mstep: Class 32 contains 1269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948448.000000 Penalty: 110053.570312
Iteration 247Q: 33 clusters Score -1.429484e+08 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2664 members 
Mstep: Class 3 contains 148387 members 
Mstep: Class 4 contains 7580 members 
Mstep: Class 5 contains 96222 members 
Mstep: Class 6 contains 28289 members 
Mstep: Class 7 contains 45588 members 
Mstep: Class 8 contains 17678 members 
Mstep: Class 9 contains 112273 members 
Mstep: Class 10 contains 8358 members 
Mstep: Class 11 contains 21820 members 
Mstep: Class 12 contains 44577 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 25955 members 
Mstep: Class 15 contains 125339 members 
Mstep: Class 16 contains 7780 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 7418 members 
Mstep: Class 19 contains 42074 members 
Mstep: Class 20 contains 121844 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 29606 members 
Mstep: Class 23 contains 5945 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 35003 members 
Mstep: Class 26 contains 6559 members 
Mstep: Class 27 contains 5745 members 
Mstep: Class 28 contains 15456 members 
Mstep: Class 29 contains 66101 members 
Mstep: Class 30 contains 1149 members 
Mstep: Class 31 contains 9672 members 
Mstep: Class 32 contains 1270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948448.000000 Penalty: 110053.570312
Iteration 248Q: 33 clusters Score -1.429484e+08 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 3 contains 148402 members 
Mstep: Class 4 contains 7578 members 
Mstep: Class 5 contains 95477 members 
Mstep: Class 6 contains 28413 members 
Mstep: Class 7 contains 45497 members 
Mstep: Class 8 contains 17682 members 
Mstep: Class 9 contains 112551 members 
Mstep: Class 10 contains 8360 members 
Mstep: Class 11 contains 21854 members 
Mstep: Class 12 contains 44740 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 25953 members 
Mstep: Class 15 contains 124966 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 5370 members 
Mstep: Class 18 contains 7424 members 
Mstep: Class 19 contains 42090 members 
Mstep: Class 20 contains 122152 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 29710 members 
Mstep: Class 23 contains 5942 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 35278 members 
Mstep: Class 26 contains 6559 members 
Mstep: Class 27 contains 5751 members 
Mstep: Class 28 contains 15455 members 
Mstep: Class 29 contains 66008 members 
Mstep: Class 30 contains 1148 members 
Mstep: Class 31 contains 9681 members 
Mstep: Class 32 contains 1269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948416.000000 Penalty: 110053.570312
Iteration 249Q: 33 clusters Score -1.429484e+08 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 3 contains 148335 members 
Mstep: Class 4 contains 7579 members 
Mstep: Class 5 contains 94737 members 
Mstep: Class 6 contains 28549 members 
Mstep: Class 7 contains 45399 members 
Mstep: Class 8 contains 17677 members 
Mstep: Class 9 contains 112965 members 
Mstep: Class 10 contains 8359 members 
Mstep: Class 11 contains 21880 members 
Mstep: Class 12 contains 44905 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 25957 members 
Mstep: Class 15 contains 124524 members 
Mstep: Class 16 contains 7725 members 
Mstep: Class 17 contains 5369 members 
Mstep: Class 18 contains 7430 members 
Mstep: Class 19 contains 42096 members 
Mstep: Class 20 contains 122476 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 29809 members 
Mstep: Class 23 contains 5941 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 35542 members 
Mstep: Class 26 contains 6559 members 
Mstep: Class 27 contains 5756 members 
Mstep: Class 28 contains 15455 members 
Mstep: Class 29 contains 65936 members 
Mstep: Class 30 contains 1149 members 
Mstep: Class 31 contains 9691 members 
Mstep: Class 32 contains 1269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142948672.000000 Penalty: 110053.570312
Iteration 250Q: 33 clusters Score -1.429487e+08 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 3 contains 148238 members 
Mstep: Class 4 contains 7581 members 
Mstep: Class 5 contains 93951 members 
Mstep: Class 6 contains 28675 members 
Mstep: Class 7 contains 45300 members 
Mstep: Class 8 contains 17679 members 
Mstep: Class 9 contains 113460 members 
Mstep: Class 10 contains 8362 members 
Mstep: Class 11 contains 21908 members 
Mstep: Class 12 contains 45067 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 25958 members 
Mstep: Class 15 contains 124123 members 
Mstep: Class 16 contains 7699 members 
Mstep: Class 17 contains 5360 members 
Mstep: Class 18 contains 7429 members 
Mstep: Class 19 contains 42099 members 
Mstep: Class 20 contains 122781 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 29894 members 
Mstep: Class 23 contains 5943 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 35802 members 
Mstep: Class 26 contains 6559 members 
Mstep: Class 27 contains 5761 members 
Mstep: Class 28 contains 15454 members 
Mstep: Class 29 contains 65861 members 
Mstep: Class 30 contains 1149 members 
Mstep: Class 31 contains 9705 members 
Mstep: Class 32 contains 1270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142949008.000000 Penalty: 110053.570312
Iteration 251Q: 33 clusters Score -1.42949e+08 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 3 contains 148098 members 
Mstep: Class 4 contains 7581 members 
Mstep: Class 5 contains 93147 members 
Mstep: Class 6 contains 28803 members 
Mstep: Class 7 contains 45211 members 
Mstep: Class 8 contains 17687 members 
Mstep: Class 9 contains 113995 members 
Mstep: Class 10 contains 8365 members 
Mstep: Class 11 contains 21943 members 
Mstep: Class 12 contains 45216 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 25956 members 
Mstep: Class 15 contains 123732 members 
Mstep: Class 16 contains 7684 members 
Mstep: Class 17 contains 5357 members 
Mstep: Class 18 contains 7436 members 
Mstep: Class 19 contains 42110 members 
Mstep: Class 20 contains 123051 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 29961 members 
Mstep: Class 23 contains 5942 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 36075 members 
Mstep: Class 26 contains 6559 members 
Mstep: Class 27 contains 5765 members 
Mstep: Class 28 contains 15454 members 
Mstep: Class 29 contains 65798 members 
Mstep: Class 30 contains 1150 members 
Mstep: Class 31 contains 9723 members 
Mstep: Class 32 contains 1269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142949472.000000 Penalty: 110053.570312
Iteration 252Q: 33 clusters Score -1.429495e+08 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 3 contains 147910 members 
Mstep: Class 4 contains 7582 members 
Mstep: Class 5 contains 92263 members 
Mstep: Class 6 contains 28945 members 
Mstep: Class 7 contains 45102 members 
Mstep: Class 8 contains 17687 members 
Mstep: Class 9 contains 114535 members 
Mstep: Class 10 contains 8367 members 
Mstep: Class 11 contains 21985 members 
Mstep: Class 12 contains 45357 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 25954 members 
Mstep: Class 15 contains 123427 members 
Mstep: Class 16 contains 7668 members 
Mstep: Class 17 contains 5356 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 42121 members 
Mstep: Class 20 contains 123335 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 30025 members 
Mstep: Class 23 contains 5939 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 36393 members 
Mstep: Class 26 contains 6558 members 
Mstep: Class 27 contains 5768 members 
Mstep: Class 28 contains 15454 members 
Mstep: Class 29 contains 65738 members 
Mstep: Class 30 contains 1153 members 
Mstep: Class 31 contains 9733 members 
Mstep: Class 32 contains 1269 members 
Entering Unmasked Estep 
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Score: -142949248.000000 Penalty: 110053.570312
Iteration 253Q: 33 clusters Score -1.429492e+08 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2660 members 
Mstep: Class 3 contains 147676 members 
Mstep: Class 4 contains 7581 members 
Mstep: Class 5 contains 91309 members 
Mstep: Class 6 contains 29057 members 
Mstep: Class 7 contains 44994 members 
Mstep: Class 8 contains 17681 members 
Mstep: Class 9 contains 115140 members 
Mstep: Class 10 contains 8368 members 
Mstep: Class 11 contains 22030 members 
Mstep: Class 12 contains 45503 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 25945 members 
Mstep: Class 15 contains 123122 members 
Mstep: Class 16 contains 7644 members 
Mstep: Class 17 contains 5354 members 
Mstep: Class 18 contains 7448 members 
Mstep: Class 19 contains 42128 members 
Mstep: Class 20 contains 123631 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 30117 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 36725 members 
Mstep: Class 26 contains 6558 members 
Mstep: Class 27 contains 5774 members 
Mstep: Class 28 contains 15454 members 
Mstep: Class 29 contains 65723 members 
Mstep: Class 30 contains 1153 members 
Mstep: Class 31 contains 9748 members 
Mstep: Class 32 contains 1270 members 
Entering Unmasked Estep 
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Score: -142949280.000000 Penalty: 110053.570312
Iteration 254Q: 33 clusters Score -1.429493e+08 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2659 members 
Mstep: Class 3 contains 147445 members 
Mstep: Class 4 contains 7578 members 
Mstep: Class 5 contains 90242 members 
Mstep: Class 6 contains 29174 members 
Mstep: Class 7 contains 44892 members 
Mstep: Class 8 contains 17675 members 
Mstep: Class 9 contains 115736 members 
Mstep: Class 10 contains 8369 members 
Mstep: Class 11 contains 22069 members 
Mstep: Class 12 contains 45641 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 25941 members 
Mstep: Class 15 contains 122921 members 
Mstep: Class 16 contains 7634 members 
Mstep: Class 17 contains 5356 members 
Mstep: Class 18 contains 7449 members 
Mstep: Class 19 contains 42135 members 
Mstep: Class 20 contains 123899 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 30208 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 37098 members 
Mstep: Class 26 contains 6558 members 
Mstep: Class 27 contains 5776 members 
Mstep: Class 28 contains 15454 members 
Mstep: Class 29 contains 65711 members 
Mstep: Class 30 contains 1152 members 
Mstep: Class 31 contains 9751 members 
Mstep: Class 32 contains 1270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142949536.000000 Penalty: 110053.570312
Iteration 255Q: 33 clusters Score -1.429495e+08 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2655 members 
Mstep: Class 3 contains 147150 members 
Mstep: Class 4 contains 7579 members 
Mstep: Class 5 contains 89116 members 
Mstep: Class 6 contains 29298 members 
Mstep: Class 7 contains 44808 members 
Mstep: Class 8 contains 17671 members 
Mstep: Class 9 contains 116378 members 
Mstep: Class 10 contains 8372 members 
Mstep: Class 11 contains 22098 members 
Mstep: Class 12 contains 45781 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 25941 members 
Mstep: Class 15 contains 122736 members 
Mstep: Class 16 contains 7619 members 
Mstep: Class 17 contains 5357 members 
Mstep: Class 18 contains 7454 members 
Mstep: Class 19 contains 42154 members 
Mstep: Class 20 contains 124170 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 30290 members 
Mstep: Class 23 contains 5938 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 37498 members 
Mstep: Class 26 contains 6558 members 
Mstep: Class 27 contains 5777 members 
Mstep: Class 28 contains 15454 members 
Mstep: Class 29 contains 65694 members 
Mstep: Class 30 contains 1153 members 
Mstep: Class 31 contains 9760 members 
Mstep: Class 32 contains 1270 members 
Entering Unmasked Estep 
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Score: -142950112.000000 Penalty: 110053.570312
Iteration 256Q: 33 clusters Score -1.429501e+08 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2653 members 
Mstep: Class 3 contains 146869 members 
Mstep: Class 4 contains 7581 members 
Mstep: Class 5 contains 87938 members 
Mstep: Class 6 contains 29410 members 
Mstep: Class 7 contains 44724 members 
Mstep: Class 8 contains 17663 members 
Mstep: Class 9 contains 117077 members 
Mstep: Class 10 contains 8376 members 
Mstep: Class 11 contains 22135 members 
Mstep: Class 12 contains 45904 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 25942 members 
Mstep: Class 15 contains 122570 members 
Mstep: Class 16 contains 7611 members 
Mstep: Class 17 contains 5360 members 
Mstep: Class 18 contains 7456 members 
Mstep: Class 19 contains 42165 members 
Mstep: Class 20 contains 124417 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 30386 members 
Mstep: Class 23 contains 5938 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 37882 members 
Mstep: Class 26 contains 6559 members 
Mstep: Class 27 contains 5787 members 
Mstep: Class 28 contains 15455 members 
Mstep: Class 29 contains 65673 members 
Mstep: Class 30 contains 1159 members 
Mstep: Class 31 contains 9769 members 
Mstep: Class 32 contains 1270 members 
Entering Unmasked Estep 
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Iteration 257Q: 33 clusters Score -1.429508e+08 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 146585 members 
Mstep: Class 4 contains 7584 members 
Mstep: Class 5 contains 86706 members 
Mstep: Class 6 contains 29518 members 
Mstep: Class 7 contains 44658 members 
Mstep: Class 8 contains 17660 members 
Mstep: Class 9 contains 117839 members 
Mstep: Class 10 contains 8388 members 
Mstep: Class 11 contains 22147 members 
Mstep: Class 12 contains 46033 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 25939 members 
Mstep: Class 15 contains 122365 members 
Mstep: Class 16 contains 7596 members 
Mstep: Class 17 contains 5362 members 
Mstep: Class 18 contains 7465 members 
Mstep: Class 19 contains 42184 members 
Mstep: Class 20 contains 124634 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 30473 members 
Mstep: Class 23 contains 5938 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 38332 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 5790 members 
Mstep: Class 28 contains 15455 members 
Mstep: Class 29 contains 65661 members 
Mstep: Class 30 contains 1164 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1270 members 
Entering Unmasked Estep 
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Iteration 258Q: 33 clusters Score -1.42951e+08 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 146247 members 
Mstep: Class 4 contains 7587 members 
Mstep: Class 5 contains 85384 members 
Mstep: Class 6 contains 29624 members 
Mstep: Class 7 contains 44574 members 
Mstep: Class 8 contains 17658 members 
Mstep: Class 9 contains 118640 members 
Mstep: Class 10 contains 8393 members 
Mstep: Class 11 contains 22159 members 
Mstep: Class 12 contains 46153 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 25932 members 
Mstep: Class 15 contains 122242 members 
Mstep: Class 16 contains 7587 members 
Mstep: Class 17 contains 5365 members 
Mstep: Class 18 contains 7470 members 
Mstep: Class 19 contains 42205 members 
Mstep: Class 20 contains 124864 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 30562 members 
Mstep: Class 23 contains 5938 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 38821 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 5794 members 
Mstep: Class 28 contains 15456 members 
Mstep: Class 29 contains 65645 members 
Mstep: Class 30 contains 1168 members 
Mstep: Class 31 contains 9786 members 
Mstep: Class 32 contains 1270 members 
Entering Unmasked Estep 
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Iteration 259Q: 33 clusters Score -1.429509e+08 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 145921 members 
Mstep: Class 4 contains 7586 members 
Mstep: Class 5 contains 84034 members 
Mstep: Class 6 contains 29758 members 
Mstep: Class 7 contains 44480 members 
Mstep: Class 8 contains 17652 members 
Mstep: Class 9 contains 119476 members 
Mstep: Class 10 contains 8397 members 
Mstep: Class 11 contains 22165 members 
Mstep: Class 12 contains 46254 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 25929 members 
Mstep: Class 15 contains 122156 members 
Mstep: Class 16 contains 7575 members 
Mstep: Class 17 contains 5370 members 
Mstep: Class 18 contains 7476 members 
Mstep: Class 19 contains 42225 members 
Mstep: Class 20 contains 125109 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 30637 members 
Mstep: Class 23 contains 5937 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 39271 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 5794 members 
Mstep: Class 28 contains 15455 members 
Mstep: Class 29 contains 65627 members 
Mstep: Class 30 contains 1174 members 
Mstep: Class 31 contains 9799 members 
Mstep: Class 32 contains 1268 members 
Entering Unmasked Estep 
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Iteration 260F: 33 clusters Score -1.429516e+08 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2643 members 
Mstep: Class 3 contains 145576 members 
Mstep: Class 4 contains 7587 members 
Mstep: Class 5 contains 82637 members 
Mstep: Class 6 contains 29859 members 
Mstep: Class 7 contains 44390 members 
Mstep: Class 8 contains 17647 members 
Mstep: Class 9 contains 120333 members 
Mstep: Class 10 contains 8407 members 
Mstep: Class 11 contains 22152 members 
Mstep: Class 12 contains 46373 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 25927 members 
Mstep: Class 15 contains 122141 members 
Mstep: Class 16 contains 7567 members 
Mstep: Class 17 contains 5373 members 
Mstep: Class 18 contains 7478 members 
Mstep: Class 19 contains 42236 members 
Mstep: Class 20 contains 125350 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 30731 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 39708 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 5797 members 
Mstep: Class 28 contains 15456 members 
Mstep: Class 29 contains 65623 members 
Mstep: Class 30 contains 1176 members 
Mstep: Class 31 contains 9800 members 
Mstep: Class 32 contains 1268 members 
Entering Unmasked Estep 
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Iteration 261Q: 33 clusters Score -1.429518e+08 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2642 members 
Mstep: Class 3 contains 145230 members 
Mstep: Class 4 contains 7590 members 
Mstep: Class 5 contains 81240 members 
Mstep: Class 6 contains 29968 members 
Mstep: Class 7 contains 44292 members 
Mstep: Class 8 contains 17644 members 
Mstep: Class 9 contains 121280 members 
Mstep: Class 10 contains 8413 members 
Mstep: Class 11 contains 22144 members 
Mstep: Class 12 contains 46469 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 25923 members 
Mstep: Class 15 contains 122115 members 
Mstep: Class 16 contains 7558 members 
Mstep: Class 17 contains 5374 members 
Mstep: Class 18 contains 7482 members 
Mstep: Class 19 contains 42241 members 
Mstep: Class 20 contains 125555 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 30806 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 40171 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 5795 members 
Mstep: Class 28 contains 15457 members 
Mstep: Class 29 contains 65589 members 
Mstep: Class 30 contains 1179 members 
Mstep: Class 31 contains 9811 members 
Mstep: Class 32 contains 1268 members 
Entering Unmasked Estep 
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Iteration 262Q: 33 clusters Score -1.429519e+08 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2640 members 
Mstep: Class 3 contains 144887 members 
Mstep: Class 4 contains 7590 members 
Mstep: Class 5 contains 79847 members 
Mstep: Class 6 contains 30087 members 
Mstep: Class 7 contains 44213 members 
Mstep: Class 8 contains 17652 members 
Mstep: Class 9 contains 122276 members 
Mstep: Class 10 contains 8417 members 
Mstep: Class 11 contains 22097 members 
Mstep: Class 12 contains 46566 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 25919 members 
Mstep: Class 15 contains 122085 members 
Mstep: Class 16 contains 7557 members 
Mstep: Class 17 contains 5376 members 
Mstep: Class 18 contains 7484 members 
Mstep: Class 19 contains 42253 members 
Mstep: Class 20 contains 125757 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 30881 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 40590 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 5799 members 
Mstep: Class 28 contains 15457 members 
Mstep: Class 29 contains 65537 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 9813 members 
Mstep: Class 32 contains 1268 members 
Entering Unmasked Estep 
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Iteration 263Q: 33 clusters Score -1.429516e+08 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2639 members 
Mstep: Class 3 contains 144522 members 
Mstep: Class 4 contains 7592 members 
Mstep: Class 5 contains 78454 members 
Mstep: Class 6 contains 30193 members 
Mstep: Class 7 contains 44122 members 
Mstep: Class 8 contains 17643 members 
Mstep: Class 9 contains 123354 members 
Mstep: Class 10 contains 8426 members 
Mstep: Class 11 contains 22086 members 
Mstep: Class 12 contains 46686 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 25918 members 
Mstep: Class 15 contains 122094 members 
Mstep: Class 16 contains 7545 members 
Mstep: Class 17 contains 5372 members 
Mstep: Class 18 contains 7494 members 
Mstep: Class 19 contains 42258 members 
Mstep: Class 20 contains 125916 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 30934 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 40962 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 5806 members 
Mstep: Class 28 contains 15458 members 
Mstep: Class 29 contains 65478 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 9822 members 
Mstep: Class 32 contains 1267 members 
Entering Unmasked Estep 
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Iteration 264Q: 33 clusters Score -1.429522e+08 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2639 members 
Mstep: Class 3 contains 144199 members 
Mstep: Class 4 contains 7599 members 
Mstep: Class 5 contains 77045 members 
Mstep: Class 6 contains 30315 members 
Mstep: Class 7 contains 44040 members 
Mstep: Class 8 contains 17635 members 
Mstep: Class 9 contains 124389 members 
Mstep: Class 10 contains 8431 members 
Mstep: Class 11 contains 22091 members 
Mstep: Class 12 contains 46807 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 25914 members 
Mstep: Class 15 contains 122036 members 
Mstep: Class 16 contains 7536 members 
Mstep: Class 17 contains 5373 members 
Mstep: Class 18 contains 7497 members 
Mstep: Class 19 contains 42259 members 
Mstep: Class 20 contains 126127 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 30970 members 
Mstep: Class 23 contains 5937 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 41311 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 5809 members 
Mstep: Class 28 contains 15458 members 
Mstep: Class 29 contains 65462 members 
Mstep: Class 30 contains 1199 members 
Mstep: Class 31 contains 9826 members 
Mstep: Class 32 contains 1267 members 
Entering Unmasked Estep 
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Iteration 265Q: 33 clusters Score -1.429528e+08 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2636 members 
Mstep: Class 3 contains 143921 members 
Mstep: Class 4 contains 7599 members 
Mstep: Class 5 contains 75582 members 
Mstep: Class 6 contains 30450 members 
Mstep: Class 7 contains 43963 members 
Mstep: Class 8 contains 17628 members 
Mstep: Class 9 contains 125437 members 
Mstep: Class 10 contains 8435 members 
Mstep: Class 11 contains 22099 members 
Mstep: Class 12 contains 46914 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 25916 members 
Mstep: Class 15 contains 121979 members 
Mstep: Class 16 contains 7519 members 
Mstep: Class 17 contains 5379 members 
Mstep: Class 18 contains 7507 members 
Mstep: Class 19 contains 42260 members 
Mstep: Class 20 contains 126253 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31039 members 
Mstep: Class 23 contains 5942 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 41682 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 5812 members 
Mstep: Class 28 contains 15458 members 
Mstep: Class 29 contains 65453 members 
Mstep: Class 30 contains 1210 members 
Mstep: Class 31 contains 9831 members 
Mstep: Class 32 contains 1267 members 
Entering Unmasked Estep 
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Iteration 266Q: 33 clusters Score -1.429532e+08 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2634 members 
Mstep: Class 3 contains 143635 members 
Mstep: Class 4 contains 7599 members 
Mstep: Class 5 contains 74149 members 
Mstep: Class 6 contains 30583 members 
Mstep: Class 7 contains 43878 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 126432 members 
Mstep: Class 10 contains 8437 members 
Mstep: Class 11 contains 22113 members 
Mstep: Class 12 contains 47032 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25921 members 
Mstep: Class 15 contains 121985 members 
Mstep: Class 16 contains 7496 members 
Mstep: Class 17 contains 5390 members 
Mstep: Class 18 contains 7513 members 
Mstep: Class 19 contains 42265 members 
Mstep: Class 20 contains 126390 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31101 members 
Mstep: Class 23 contains 5940 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 41984 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 5813 members 
Mstep: Class 28 contains 15457 members 
Mstep: Class 29 contains 65491 members 
Mstep: Class 30 contains 1218 members 
Mstep: Class 31 contains 9833 members 
Mstep: Class 32 contains 1266 members 
Entering Unmasked Estep 
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Iteration 267Q: 33 clusters Score -1.429533e+08 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2633 members 
Mstep: Class 3 contains 143348 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 72701 members 
Mstep: Class 6 contains 30715 members 
Mstep: Class 7 contains 43810 members 
Mstep: Class 8 contains 17609 members 
Mstep: Class 9 contains 127440 members 
Mstep: Class 10 contains 8445 members 
Mstep: Class 11 contains 22120 members 
Mstep: Class 12 contains 47115 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25922 members 
Mstep: Class 15 contains 122017 members 
Mstep: Class 16 contains 7486 members 
Mstep: Class 17 contains 5399 members 
Mstep: Class 18 contains 7519 members 
Mstep: Class 19 contains 42282 members 
Mstep: Class 20 contains 126506 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31186 members 
Mstep: Class 23 contains 5937 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 42281 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 5811 members 
Mstep: Class 28 contains 15457 members 
Mstep: Class 29 contains 65501 members 
Mstep: Class 30 contains 1227 members 
Mstep: Class 31 contains 9840 members 
Mstep: Class 32 contains 1265 members 
Entering Unmasked Estep 
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Iteration 268Q: 33 clusters Score -1.429536e+08 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2633 members 
Mstep: Class 3 contains 143104 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 71109 members 
Mstep: Class 6 contains 30860 members 
Mstep: Class 7 contains 43740 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 128465 members 
Mstep: Class 10 contains 8450 members 
Mstep: Class 11 contains 22136 members 
Mstep: Class 12 contains 47215 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25925 members 
Mstep: Class 15 contains 122118 members 
Mstep: Class 16 contains 7478 members 
Mstep: Class 17 contains 5397 members 
Mstep: Class 18 contains 7519 members 
Mstep: Class 19 contains 42288 members 
Mstep: Class 20 contains 126625 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31248 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 42551 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 5813 members 
Mstep: Class 28 contains 15458 members 
Mstep: Class 29 contains 65530 members 
Mstep: Class 30 contains 1247 members 
Mstep: Class 31 contains 9846 members 
Mstep: Class 32 contains 1266 members 
Entering Unmasked Estep 
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Iteration 269Q: 33 clusters Score -1.429539e+08 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2633 members 
Mstep: Class 3 contains 142936 members 
Mstep: Class 4 contains 7604 members 
Mstep: Class 5 contains 69498 members 
Mstep: Class 6 contains 30987 members 
Mstep: Class 7 contains 43674 members 
Mstep: Class 8 contains 17612 members 
Mstep: Class 9 contains 129498 members 
Mstep: Class 10 contains 8452 members 
Mstep: Class 11 contains 22171 members 
Mstep: Class 12 contains 47316 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25921 members 
Mstep: Class 15 contains 122226 members 
Mstep: Class 16 contains 7460 members 
Mstep: Class 17 contains 5396 members 
Mstep: Class 18 contains 7520 members 
Mstep: Class 19 contains 42305 members 
Mstep: Class 20 contains 126699 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31321 members 
Mstep: Class 23 contains 5939 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 42781 members 
Mstep: Class 26 contains 6561 members 
Mstep: Class 27 contains 5813 members 
Mstep: Class 28 contains 15460 members 
Mstep: Class 29 contains 65562 members 
Mstep: Class 30 contains 1260 members 
Mstep: Class 31 contains 9858 members 
Mstep: Class 32 contains 1266 members 
Entering Unmasked Estep 
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Iteration 270Q: 33 clusters Score -1.429548e+08 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2632 members 
Mstep: Class 3 contains 142808 members 
Mstep: Class 4 contains 7610 members 
Mstep: Class 5 contains 67934 members 
Mstep: Class 6 contains 31113 members 
Mstep: Class 7 contains 43627 members 
Mstep: Class 8 contains 17605 members 
Mstep: Class 9 contains 130529 members 
Mstep: Class 10 contains 8455 members 
Mstep: Class 11 contains 22198 members 
Mstep: Class 12 contains 47407 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25919 members 
Mstep: Class 15 contains 122301 members 
Mstep: Class 16 contains 7446 members 
Mstep: Class 17 contains 5395 members 
Mstep: Class 18 contains 7519 members 
Mstep: Class 19 contains 42325 members 
Mstep: Class 20 contains 126762 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31373 members 
Mstep: Class 23 contains 5941 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 42994 members 
Mstep: Class 26 contains 6561 members 
Mstep: Class 27 contains 5818 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65593 members 
Mstep: Class 30 contains 1270 members 
Mstep: Class 31 contains 9864 members 
Mstep: Class 32 contains 1266 members 
Entering Unmasked Estep 
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Iteration 271Q: 33 clusters Score -1.429547e+08 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2632 members 
Mstep: Class 3 contains 142655 members 
Mstep: Class 4 contains 7612 members 
Mstep: Class 5 contains 66421 members 
Mstep: Class 6 contains 31241 members 
Mstep: Class 7 contains 43580 members 
Mstep: Class 8 contains 17601 members 
Mstep: Class 9 contains 131554 members 
Mstep: Class 10 contains 8456 members 
Mstep: Class 11 contains 22221 members 
Mstep: Class 12 contains 47483 members 
Mstep: Class 13 contains 604 members 
Mstep: Class 14 contains 25921 members 
Mstep: Class 15 contains 122437 members 
Mstep: Class 16 contains 7434 members 
Mstep: Class 17 contains 5395 members 
Mstep: Class 18 contains 7523 members 
Mstep: Class 19 contains 42342 members 
Mstep: Class 20 contains 126786 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31427 members 
Mstep: Class 23 contains 5941 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43193 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 5823 members 
Mstep: Class 28 contains 15463 members 
Mstep: Class 29 contains 65614 members 
Mstep: Class 30 contains 1280 members 
Mstep: Class 31 contains 9871 members 
Mstep: Class 32 contains 1264 members 
Entering Unmasked Estep 
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Iteration 272Q: 33 clusters Score -1.429552e+08 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2631 members 
Mstep: Class 3 contains 142506 members 
Mstep: Class 4 contains 7612 members 
Mstep: Class 5 contains 64907 members 
Mstep: Class 6 contains 31353 members 
Mstep: Class 7 contains 43534 members 
Mstep: Class 8 contains 17600 members 
Mstep: Class 9 contains 132545 members 
Mstep: Class 10 contains 8462 members 
Mstep: Class 11 contains 22261 members 
Mstep: Class 12 contains 47570 members 
Mstep: Class 13 contains 604 members 
Mstep: Class 14 contains 25920 members 
Mstep: Class 15 contains 122671 members 
Mstep: Class 16 contains 7428 members 
Mstep: Class 17 contains 5402 members 
Mstep: Class 18 contains 7527 members 
Mstep: Class 19 contains 42362 members 
Mstep: Class 20 contains 126779 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31475 members 
Mstep: Class 23 contains 5938 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43348 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 5823 members 
Mstep: Class 28 contains 15462 members 
Mstep: Class 29 contains 65616 members 
Mstep: Class 30 contains 1292 members 
Mstep: Class 31 contains 9881 members 
Mstep: Class 32 contains 1265 members 
Entering Unmasked Estep 
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Iteration 273Q: 33 clusters Score -1.429555e+08 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 142388 members 
Mstep: Class 4 contains 7612 members 
Mstep: Class 5 contains 63369 members 
Mstep: Class 6 contains 31453 members 
Mstep: Class 7 contains 43477 members 
Mstep: Class 8 contains 17588 members 
Mstep: Class 9 contains 133568 members 
Mstep: Class 10 contains 8465 members 
Mstep: Class 11 contains 22290 members 
Mstep: Class 12 contains 47636 members 
Mstep: Class 13 contains 604 members 
Mstep: Class 14 contains 25922 members 
Mstep: Class 15 contains 122907 members 
Mstep: Class 16 contains 7427 members 
Mstep: Class 17 contains 5407 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 42382 members 
Mstep: Class 20 contains 126786 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31541 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43483 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 5823 members 
Mstep: Class 28 contains 15463 members 
Mstep: Class 29 contains 65634 members 
Mstep: Class 30 contains 1303 members 
Mstep: Class 31 contains 9893 members 
Mstep: Class 32 contains 1265 members 
Entering Unmasked Estep 
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Iteration 274Q: 33 clusters Score -1.429558e+08 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2623 members 
Mstep: Class 3 contains 142240 members 
Mstep: Class 4 contains 7615 members 
Mstep: Class 5 contains 61917 members 
Mstep: Class 6 contains 31571 members 
Mstep: Class 7 contains 43425 members 
Mstep: Class 8 contains 17591 members 
Mstep: Class 9 contains 134475 members 
Mstep: Class 10 contains 8471 members 
Mstep: Class 11 contains 22306 members 
Mstep: Class 12 contains 47708 members 
Mstep: Class 13 contains 604 members 
Mstep: Class 14 contains 25924 members 
Mstep: Class 15 contains 123219 members 
Mstep: Class 16 contains 7420 members 
Mstep: Class 17 contains 5414 members 
Mstep: Class 18 contains 7529 members 
Mstep: Class 19 contains 42388 members 
Mstep: Class 20 contains 126794 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31601 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43567 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 5824 members 
Mstep: Class 28 contains 15463 members 
Mstep: Class 29 contains 65669 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 9905 members 
Mstep: Class 32 contains 1266 members 
Entering Unmasked Estep 
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Iteration 275Q: 33 clusters Score -1.429559e+08 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 142125 members 
Mstep: Class 4 contains 7610 members 
Mstep: Class 5 contains 60533 members 
Mstep: Class 6 contains 31679 members 
Mstep: Class 7 contains 43385 members 
Mstep: Class 8 contains 17594 members 
Mstep: Class 9 contains 135229 members 
Mstep: Class 10 contains 8473 members 
Mstep: Class 11 contains 22339 members 
Mstep: Class 12 contains 47765 members 
Mstep: Class 13 contains 604 members 
Mstep: Class 14 contains 25921 members 
Mstep: Class 15 contains 123573 members 
Mstep: Class 16 contains 7420 members 
Mstep: Class 17 contains 5424 members 
Mstep: Class 18 contains 7529 members 
Mstep: Class 19 contains 42404 members 
Mstep: Class 20 contains 126797 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31652 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43656 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 5824 members 
Mstep: Class 28 contains 15463 members 
Mstep: Class 29 contains 65713 members 
Mstep: Class 30 contains 1323 members 
Mstep: Class 31 contains 9921 members 
Mstep: Class 32 contains 1266 members 
Entering Unmasked Estep 
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Iteration 276Q: 33 clusters Score -1.429564e+08 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 142084 members 
Mstep: Class 4 contains 7610 members 
Mstep: Class 5 contains 59284 members 
Mstep: Class 6 contains 31769 members 
Mstep: Class 7 contains 43327 members 
Mstep: Class 8 contains 17593 members 
Mstep: Class 9 contains 135897 members 
Mstep: Class 10 contains 8476 members 
Mstep: Class 11 contains 22357 members 
Mstep: Class 12 contains 47815 members 
Mstep: Class 13 contains 604 members 
Mstep: Class 14 contains 25920 members 
Mstep: Class 15 contains 123918 members 
Mstep: Class 16 contains 7420 members 
Mstep: Class 17 contains 5438 members 
Mstep: Class 18 contains 7529 members 
Mstep: Class 19 contains 42430 members 
Mstep: Class 20 contains 126750 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31705 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43715 members 
Mstep: Class 26 contains 6561 members 
Mstep: Class 27 contains 5826 members 
Mstep: Class 28 contains 15463 members 
Mstep: Class 29 contains 65765 members 
Mstep: Class 30 contains 1339 members 
Mstep: Class 31 contains 9927 members 
Mstep: Class 32 contains 1264 members 
Entering Unmasked Estep 
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Iteration 277Q: 33 clusters Score -1.429566e+08 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 142040 members 
Mstep: Class 4 contains 7611 members 
Mstep: Class 5 contains 58037 members 
Mstep: Class 6 contains 31838 members 
Mstep: Class 7 contains 43268 members 
Mstep: Class 8 contains 17589 members 
Mstep: Class 9 contains 136538 members 
Mstep: Class 10 contains 8470 members 
Mstep: Class 11 contains 22356 members 
Mstep: Class 12 contains 47873 members 
Mstep: Class 13 contains 604 members 
Mstep: Class 14 contains 25922 members 
Mstep: Class 15 contains 124314 members 
Mstep: Class 16 contains 7422 members 
Mstep: Class 17 contains 5452 members 
Mstep: Class 18 contains 7532 members 
Mstep: Class 19 contains 42461 members 
Mstep: Class 20 contains 126701 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31776 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43771 members 
Mstep: Class 26 contains 6562 members 
Mstep: Class 27 contains 5831 members 
Mstep: Class 28 contains 15463 members 
Mstep: Class 29 contains 65808 members 
Mstep: Class 30 contains 1353 members 
Mstep: Class 31 contains 9930 members 
Mstep: Class 32 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956800.000000 Penalty: 110053.570312
Iteration 278Q: 33 clusters Score -1.429568e+08 nChanged 3961
Entering ConstructFrom: 
Score: -142956800.000000 Penalty: 110053.570312
Entering ConstructFrom: 
Trying to split cluster 1 (6020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Entering Unmasked Estep 
Score: -810581.687500 Penalty: 2158.304932
	Iteration 0F: 2 clusters Score -810581.7 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 2988 members 
Entering Unmasked Estep 
Score: -805435.062500 Penalty: 4316.609863
	Iteration 0F: 3 clusters Score -805435.1 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -806945.937500 Penalty: 4316.609863
	Iteration 1F: 3 clusters Score -806945.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -807348.875000 Penalty: 4316.609863
	Iteration 2F: 3 clusters Score -807348.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -807652.437500 Penalty: 4316.609863
	Iteration 3F: 3 clusters Score -807652.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -807906.062500 Penalty: 4316.609863
	Iteration 4F: 3 clusters Score -807906.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -808140.375000 Penalty: 4316.609863
	Iteration 5F: 3 clusters Score -808140.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -808341.812500 Penalty: 4316.609863
	Iteration 6Q: 3 clusters Score -808341.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -808526.562500 Penalty: 4316.609863
	Iteration 7Q: 3 clusters Score -808526.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -808777.437500 Penalty: 4316.609863
	Iteration 8Q: 3 clusters Score -808777.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -809052.062500 Penalty: 4316.609863
	Iteration 9Q: 3 clusters Score -809052.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -809311.625000 Penalty: 4316.609863
	Iteration 10Q: 3 clusters Score -809311.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -809582.937500 Penalty: 4316.609863
	Iteration 11Q: 3 clusters Score -809582.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -809930.687500 Penalty: 4316.609863
	Iteration 12Q: 3 clusters Score -809930.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -810238.437500 Penalty: 4316.609863
	Iteration 13Q: 3 clusters Score -810238.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -810421.750000 Penalty: 4316.609863
	Iteration 14Q: 3 clusters Score -810421.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -810554.937500 Penalty: 4316.609863
	Iteration 15Q: 3 clusters Score -810554.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -810705.437500 Penalty: 4316.609863
	Iteration 16Q: 3 clusters Score -810705.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -810903.125000 Penalty: 4316.609863
	Iteration 17Q: 3 clusters Score -810903.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -811017.500000 Penalty: 4316.609863
	Iteration 18Q: 3 clusters Score -811017.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -811068.000000 Penalty: 4316.609863
	Iteration 19Q: 3 clusters Score -811068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -811089.437500 Penalty: 4316.609863
	Iteration 20F: 3 clusters Score -811089.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -811097.187500 Penalty: 4316.609863
	Iteration 21Q: 3 clusters Score -811097.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -811103.375000 Penalty: 4316.609863
	Iteration 22Q: 3 clusters Score -811103.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -811111.812500 Penalty: 4316.609863
	Iteration 23Q: 3 clusters Score -811111.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -811112.687500 Penalty: 4316.609863
	Iteration 24Q: 3 clusters Score -811112.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -811113.125000 Penalty: 4316.609863
	Iteration 25Q: 3 clusters Score -811113.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -811113.562500 Penalty: 4316.609863
	Iteration 26Q: 3 clusters Score -811113.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -811113.562500 Penalty: 4316.609863
	Iteration 27F: 3 clusters Score -811113.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 141953 members 
Mstep: Class 4 contains 7610 members 
Mstep: Class 5 contains 56840 members 
Mstep: Class 6 contains 31899 members 
Mstep: Class 7 contains 43224 members 
Mstep: Class 8 contains 17588 members 
Mstep: Class 9 contains 137127 members 
Mstep: Class 10 contains 8472 members 
Mstep: Class 11 contains 22358 members 
Mstep: Class 12 contains 47930 members 
Mstep: Class 13 contains 604 members 
Mstep: Class 14 contains 25919 members 
Mstep: Class 15 contains 124796 members 
Mstep: Class 16 contains 7413 members 
Mstep: Class 17 contains 5464 members 
Mstep: Class 18 contains 7534 members 
Mstep: Class 19 contains 42483 members 
Mstep: Class 20 contains 126654 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31826 members 
Mstep: Class 23 contains 5930 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43813 members 
Mstep: Class 26 contains 6565 members 
Mstep: Class 27 contains 5829 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65862 members 
Mstep: Class 30 contains 1360 members 
Mstep: Class 31 contains 9939 members 
Mstep: Class 32 contains 1262 members 
Mstep: Class 33 contains 2135 members 
Entering Unmasked Estep 
Score: -142955552.000000 Penalty: 113492.750000
Splitting cluster 1 changes total score from -142956800.000000 to -142955552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Entering Unmasked Estep 
Score: -344689.656250 Penalty: 1951.611694
	Iteration 0F: 2 clusters Score -344689.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -341673.062500 Penalty: 3903.223389
	Iteration 0F: 3 clusters Score -341673.1 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -342259.625000 Penalty: 3903.223389
	Iteration 1F: 3 clusters Score -342259.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -342387.593750 Penalty: 3903.223389
	Iteration 2F: 3 clusters Score -342387.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -342472.750000 Penalty: 3903.223389
	Iteration 3Q: 3 clusters Score -342472.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -342526.062500 Penalty: 3903.223389
	Iteration 4Q: 3 clusters Score -342526.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -342552.156250 Penalty: 3903.223389
	Iteration 5Q: 3 clusters Score -342552.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -342573.531250 Penalty: 3903.223389
	Iteration 6Q: 3 clusters Score -342573.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -342587.562500 Penalty: 3903.223389
	Iteration 7Q: 3 clusters Score -342587.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -342596.187500 Penalty: 3903.223389
	Iteration 8Q: 3 clusters Score -342596.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -342604.218750 Penalty: 3903.223389
	Iteration 9Q: 3 clusters Score -342604.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -342617.875000 Penalty: 3903.223389
	Iteration 10Q: 3 clusters Score -342617.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -342635.687500 Penalty: 3903.223389
	Iteration 11Q: 3 clusters Score -342635.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -342648.687500 Penalty: 3903.223389
	Iteration 12Q: 3 clusters Score -342648.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -342664.812500 Penalty: 3903.223389
	Iteration 13Q: 3 clusters Score -342664.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -342675.656250 Penalty: 3903.223389
	Iteration 14Q: 3 clusters Score -342675.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -342688.156250 Penalty: 3903.223389
	Iteration 15Q: 3 clusters Score -342688.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -342696.031250 Penalty: 3903.223389
	Iteration 16Q: 3 clusters Score -342696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -342705.656250 Penalty: 3903.223389
	Iteration 17Q: 3 clusters Score -342705.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -342720.437500 Penalty: 3903.223389
	Iteration 18Q: 3 clusters Score -342720.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -342729.093750 Penalty: 3903.223389
	Iteration 19Q: 3 clusters Score -342729.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -342738.031250 Penalty: 3903.223389
	Iteration 20F: 3 clusters Score -342738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -342750.687500 Penalty: 3903.223389
	Iteration 21Q: 3 clusters Score -342750.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -342760.562500 Penalty: 3903.223389
	Iteration 22Q: 3 clusters Score -342760.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -342768.062500 Penalty: 3903.223389
	Iteration 23Q: 3 clusters Score -342768.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -342777.062500 Penalty: 3903.223389
	Iteration 24Q: 3 clusters Score -342777.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -342796.375000 Penalty: 3903.223389
	Iteration 25Q: 3 clusters Score -342796.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -342816.625000 Penalty: 3903.223389
	Iteration 26Q: 3 clusters Score -342816.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -342836.937500 Penalty: 3903.223389
	Iteration 27Q: 3 clusters Score -342836.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -342855.750000 Penalty: 3903.223389
	Iteration 28Q: 3 clusters Score -342855.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -342879.312500 Penalty: 3903.223389
	Iteration 29Q: 3 clusters Score -342879.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -342908.718750 Penalty: 3903.223389
	Iteration 30Q: 3 clusters Score -342908.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -342934.000000 Penalty: 3903.223389
	Iteration 31Q: 3 clusters Score -342934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -342955.562500 Penalty: 3903.223389
	Iteration 32Q: 3 clusters Score -342955.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -342972.375000 Penalty: 3903.223389
	Iteration 33Q: 3 clusters Score -342972.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -342993.250000 Penalty: 3903.223389
	Iteration 34Q: 3 clusters Score -342993.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -343011.375000 Penalty: 3903.223389
	Iteration 35Q: 3 clusters Score -343011.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -343024.937500 Penalty: 3903.223389
	Iteration 36Q: 3 clusters Score -343024.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -343038.937500 Penalty: 3903.223389
	Iteration 37Q: 3 clusters Score -343038.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -343055.187500 Penalty: 3903.223389
	Iteration 38Q: 3 clusters Score -343055.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -343066.812500 Penalty: 3903.223389
	Iteration 39Q: 3 clusters Score -343066.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -343082.906250 Penalty: 3903.223389
	Iteration 40F: 3 clusters Score -343082.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -343098.593750 Penalty: 3903.223389
	Iteration 41Q: 3 clusters Score -343098.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -343117.687500 Penalty: 3903.223389
	Iteration 42Q: 3 clusters Score -343117.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -343134.250000 Penalty: 3903.223389
	Iteration 43Q: 3 clusters Score -343134.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -343150.906250 Penalty: 3903.223389
	Iteration 44Q: 3 clusters Score -343150.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -343161.312500 Penalty: 3903.223389
	Iteration 45Q: 3 clusters Score -343161.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -343172.968750 Penalty: 3903.223389
	Iteration 46Q: 3 clusters Score -343173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -343182.593750 Penalty: 3903.223389
	Iteration 47Q: 3 clusters Score -343182.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -343197.156250 Penalty: 3903.223389
	Iteration 48Q: 3 clusters Score -343197.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -343208.281250 Penalty: 3903.223389
	Iteration 49Q: 3 clusters Score -343208.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -343216.593750 Penalty: 3903.223389
	Iteration 50Q: 3 clusters Score -343216.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -343222.593750 Penalty: 3903.223389
	Iteration 51Q: 3 clusters Score -343222.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -343227.531250 Penalty: 3903.223389
	Iteration 52Q: 3 clusters Score -343227.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -343233.093750 Penalty: 3903.223389
	Iteration 53Q: 3 clusters Score -343233.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -343238.093750 Penalty: 3903.223389
	Iteration 54Q: 3 clusters Score -343238.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -343241.562500 Penalty: 3903.223389
	Iteration 55Q: 3 clusters Score -343241.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -343243.875000 Penalty: 3903.223389
	Iteration 56Q: 3 clusters Score -343243.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -343245.375000 Penalty: 3903.223389
	Iteration 57Q: 3 clusters Score -343245.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -343246.718750 Penalty: 3903.223389
	Iteration 58Q: 3 clusters Score -343246.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -343250.593750 Penalty: 3903.223389
	Iteration 59Q: 3 clusters Score -343250.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -343251.625000 Penalty: 3903.223389
	Iteration 60F: 3 clusters Score -343251.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -343252.625000 Penalty: 3903.223389
	Iteration 61Q: 3 clusters Score -343252.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -343253.968750 Penalty: 3903.223389
	Iteration 62Q: 3 clusters Score -343254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -343255.218750 Penalty: 3903.223389
	Iteration 63Q: 3 clusters Score -343255.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -343255.968750 Penalty: 3903.223389
	Iteration 64Q: 3 clusters Score -343256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -343256.500000 Penalty: 3903.223389
	Iteration 65Q: 3 clusters Score -343256.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -343256.500000 Penalty: 3903.223389
	Iteration 66F: 3 clusters Score -343256.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (141953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141953 members 
Entering Unmasked Estep 
Score: -19721410.000000 Penalty: 2942.086426
	Iteration 0F: 2 clusters Score -1.972141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71185 members 
Mstep: Class 2 contains 70768 members 
Entering Unmasked Estep 
Score: -19629528.000000 Penalty: 5884.172852
	Iteration 0F: 3 clusters Score -1.962953e+07 nChanged 67665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73610 members 
Mstep: Class 2 contains 68343 members 
Entering Unmasked Estep 
Score: -19668528.000000 Penalty: 5884.172852
	Iteration 1F: 3 clusters Score -1.966853e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75493 members 
Mstep: Class 2 contains 66460 members 
Entering Unmasked Estep 
Score: -19669236.000000 Penalty: 5884.172852
	Iteration 2Q: 3 clusters Score -1.966924e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78442 members 
Mstep: Class 2 contains 63511 members 
Entering Unmasked Estep 
Score: -19670266.000000 Penalty: 5884.172852
	Iteration 3Q: 3 clusters Score -1.967027e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82967 members 
Mstep: Class 2 contains 58986 members 
Entering Unmasked Estep 
Score: -19671914.000000 Penalty: 5884.172852
	Iteration 4Q: 3 clusters Score -1.967191e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89576 members 
Mstep: Class 2 contains 52377 members 
Entering Unmasked Estep 
Score: -19675066.000000 Penalty: 5884.172852
	Iteration 5Q: 3 clusters Score -1.967507e+07 nChanged 9616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99138 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -19681234.000000 Penalty: 5884.172852
	Iteration 6F: 3 clusters Score -1.968123e+07 nChanged 12695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111821 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -19691558.000000 Penalty: 5884.172852
	Iteration 7F: 3 clusters Score -1.969156e+07 nChanged 13164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124977 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -19703430.000000 Penalty: 5884.172852
	Iteration 8F: 3 clusters Score -1.970343e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134534 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -19712244.000000 Penalty: 5884.172852
	Iteration 9F: 3 clusters Score -1.971224e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139237 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -19716404.000000 Penalty: 5884.172852
	Iteration 10Q: 3 clusters Score -1.97164e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140971 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -19717906.000000 Penalty: 5884.172852
	Iteration 11Q: 3 clusters Score -1.971791e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141473 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -19718408.000000 Penalty: 5884.172852
	Iteration 12Q: 3 clusters Score -1.971841e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141619 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -19718620.000000 Penalty: 5884.172852
	Iteration 13Q: 3 clusters Score -1.971862e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141660 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -19718716.000000 Penalty: 5884.172852
	Iteration 14Q: 3 clusters Score -1.971872e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141680 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -19718750.000000 Penalty: 5884.172852
	Iteration 15Q: 3 clusters Score -1.971875e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141695 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -19718786.000000 Penalty: 5884.172852
	Iteration 16Q: 3 clusters Score -1.971879e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141705 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -19718794.000000 Penalty: 5884.172852
	Iteration 17Q: 3 clusters Score -1.971879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141705 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -19718804.000000 Penalty: 5884.172852
	Iteration 18Q: 3 clusters Score -1.97188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141708 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19718818.000000 Penalty: 5884.172852
	Iteration 19Q: 3 clusters Score -1.971882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141709 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19718834.000000 Penalty: 5884.172852
	Iteration 20F: 3 clusters Score -1.971883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141709 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19718818.000000 Penalty: 5884.172852
	Iteration 21Q: 3 clusters Score -1.971882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141709 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19718824.000000 Penalty: 5884.172852
	Iteration 22Q: 3 clusters Score -1.971882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141711 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19718822.000000 Penalty: 5884.172852
	Iteration 23Q: 3 clusters Score -1.971882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141710 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19718822.000000 Penalty: 5884.172852
	Iteration 24Q: 3 clusters Score -1.971882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141710 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19718822.000000 Penalty: 5884.172852
	Iteration 25F: 3 clusters Score -1.971882e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Entering Unmasked Estep 
Score: -1020738.062500 Penalty: 2216.430176
	Iteration 0F: 2 clusters Score -1020738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1014529.562500 Penalty: 4432.860352
	Iteration 0F: 3 clusters Score -1014530 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1016255.562500 Penalty: 4432.860352
	Iteration 1F: 3 clusters Score -1016256 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1016553.687500 Penalty: 4432.860352
	Iteration 2F: 3 clusters Score -1016554 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1016828.875000 Penalty: 4432.860352
	Iteration 3F: 3 clusters Score -1016829 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1017165.687500 Penalty: 4432.860352
	Iteration 4F: 3 clusters Score -1017166 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1017504.687500 Penalty: 4432.860352
	Iteration 5F: 3 clusters Score -1017505 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1017790.812500 Penalty: 4432.860352
	Iteration 6Q: 3 clusters Score -1017791 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1018018.187500 Penalty: 4432.860352
	Iteration 7Q: 3 clusters Score -1018018 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1018182.125000 Penalty: 4432.860352
	Iteration 8Q: 3 clusters Score -1018182 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1018311.812500 Penalty: 4432.860352
	Iteration 9Q: 3 clusters Score -1018312 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1018439.937500 Penalty: 4432.860352
	Iteration 10Q: 3 clusters Score -1018440 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1018553.000000 Penalty: 4432.860352
	Iteration 11Q: 3 clusters Score -1018553 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1018650.187500 Penalty: 4432.860352
	Iteration 12Q: 3 clusters Score -1018650 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1018747.687500 Penalty: 4432.860352
	Iteration 13Q: 3 clusters Score -1018748 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1018827.812500 Penalty: 4432.860352
	Iteration 14Q: 3 clusters Score -1018828 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1018904.625000 Penalty: 4432.860352
	Iteration 15Q: 3 clusters Score -1018905 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1018969.000000 Penalty: 4432.860352
	Iteration 16Q: 3 clusters Score -1018969 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1019026.312500 Penalty: 4432.860352
	Iteration 17Q: 3 clusters Score -1019026 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1019072.687500 Penalty: 4432.860352
	Iteration 18Q: 3 clusters Score -1019073 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1019111.937500 Penalty: 4432.860352
	Iteration 19Q: 3 clusters Score -1019112 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1019143.500000 Penalty: 4432.860352
	Iteration 20F: 3 clusters Score -1019144 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1019164.937500 Penalty: 4432.860352
	Iteration 21Q: 3 clusters Score -1019165 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1019184.750000 Penalty: 4432.860352
	Iteration 22Q: 3 clusters Score -1019185 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1019202.062500 Penalty: 4432.860352
	Iteration 23Q: 3 clusters Score -1019202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1019214.187500 Penalty: 4432.860352
	Iteration 24Q: 3 clusters Score -1019214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1019230.562500 Penalty: 4432.860352
	Iteration 25Q: 3 clusters Score -1019231 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1019247.875000 Penalty: 4432.860352
	Iteration 26Q: 3 clusters Score -1019248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1019267.625000 Penalty: 4432.860352
	Iteration 27Q: 3 clusters Score -1019268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1019283.187500 Penalty: 4432.860352
	Iteration 28Q: 3 clusters Score -1019283 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1019304.500000 Penalty: 4432.860352
	Iteration 29Q: 3 clusters Score -1019304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1019321.750000 Penalty: 4432.860352
	Iteration 30Q: 3 clusters Score -1019322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1019342.250000 Penalty: 4432.860352
	Iteration 31Q: 3 clusters Score -1019342 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1019361.812500 Penalty: 4432.860352
	Iteration 32Q: 3 clusters Score -1019362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1019378.000000 Penalty: 4432.860352
	Iteration 33Q: 3 clusters Score -1019378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1019391.375000 Penalty: 4432.860352
	Iteration 34Q: 3 clusters Score -1019391 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1019401.062500 Penalty: 4432.860352
	Iteration 35Q: 3 clusters Score -1019401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1019407.500000 Penalty: 4432.860352
	Iteration 36Q: 3 clusters Score -1019408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1019414.250000 Penalty: 4432.860352
	Iteration 37Q: 3 clusters Score -1019414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1019418.187500 Penalty: 4432.860352
	Iteration 38Q: 3 clusters Score -1019418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1019419.750000 Penalty: 4432.860352
	Iteration 39Q: 3 clusters Score -1019420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1019424.812500 Penalty: 4432.860352
	Iteration 40F: 3 clusters Score -1019425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1019424.812500 Penalty: 4432.860352
	Iteration 41Q: 3 clusters Score -1019425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1019425.312500 Penalty: 4432.860352
	Iteration 42Q: 3 clusters Score -1019425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1019427.125000 Penalty: 4432.860352
	Iteration 43Q: 3 clusters Score -1019427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1019428.062500 Penalty: 4432.860352
	Iteration 44Q: 3 clusters Score -1019428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1019428.062500 Penalty: 4432.860352
	Iteration 45F: 3 clusters Score -1019428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (56840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Entering Unmasked Estep 
Score: -7963750.000000 Penalty: 2715.102783
	Iteration 0F: 2 clusters Score -7963750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -7925590.000000 Penalty: 5430.205566
	Iteration 0F: 3 clusters Score -7925590 nChanged 26236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -7940423.000000 Penalty: 5430.205566
	Iteration 1F: 3 clusters Score -7940423 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -7941145.000000 Penalty: 5430.205566
	Iteration 2Q: 3 clusters Score -7941145 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7955327 nChanged 306
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Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7955352 nChanged 315
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Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7955413 nChanged 299
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Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7955438 nChanged 301
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Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7955468 nChanged 311
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Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7955491 nChanged 280
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Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7955537 nChanged 304
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7955590 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7955632 nChanged 274
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7955724 nChanged 232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7955728 nChanged 233
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7955748 nChanged 231
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Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30470 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31559 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7955978 nChanged 281
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7956004 nChanged 298
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Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7956058 nChanged 284
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Mstep: Class 1 contains 32652 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33908 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 34260 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7956318 nChanged 357
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Mstep: Class 1 contains 34615 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 34982 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7956422 nChanged 373
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Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 36229 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 36698 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 37219 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7956830 nChanged 538
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7956952 nChanged 544
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 17954 members 
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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	Iteration 63Q: 3 clusters Score -7957806 nChanged 635
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7958046 nChanged 654
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14857 members 
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Mstep: Class 2 contains 14193 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 9582 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 5826 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 2 contains 3332 members 
Entering Unmasked Estep 
Score: -7961666.000000 Penalty: 5430.205566
	Iteration 95Q: 3 clusters Score -7961666 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -7961709.500000 Penalty: 5430.205566
	Iteration 96Q: 3 clusters Score -7961710 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53740 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -7961777.500000 Penalty: 5430.205566
	Iteration 97Q: 3 clusters Score -7961778 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53843 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -7961792.500000 Penalty: 5430.205566
	Iteration 98Q: 3 clusters Score -7961792 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -7961826.500000 Penalty: 5430.205566
	Iteration 99Q: 3 clusters Score -7961826 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -7961835.000000 Penalty: 5430.205566
	Iteration 100F: 3 clusters Score -7961835 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -7961865.500000 Penalty: 5430.205566
	Iteration 101Q: 3 clusters Score -7961866 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54180 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -7961857.500000 Penalty: 5430.205566
	Iteration 102Q: 3 clusters Score -7961858 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -7961868.500000 Penalty: 5430.205566
	Iteration 103Q: 3 clusters Score -7961868 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54282 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -7961866.500000 Penalty: 5430.205566
	Iteration 104Q: 3 clusters Score -7961866 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54334 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -7961904.500000 Penalty: 5430.205566
	Iteration 105Q: 3 clusters Score -7961904 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54383 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -7961896.500000 Penalty: 5430.205566
	Iteration 106Q: 3 clusters Score -7961896 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54427 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -7961890.500000 Penalty: 5430.205566
	Iteration 107Q: 3 clusters Score -7961890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -7961917.000000 Penalty: 5430.205566
	Iteration 108Q: 3 clusters Score -7961917 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -7961928.500000 Penalty: 5430.205566
	Iteration 109Q: 3 clusters Score -7961928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -7961947.000000 Penalty: 5430.205566
	Iteration 110Q: 3 clusters Score -7961947 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54573 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -7961977.000000 Penalty: 5430.205566
	Iteration 111Q: 3 clusters Score -7961977 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -7961989.500000 Penalty: 5430.205566
	Iteration 112Q: 3 clusters Score -7961990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -7961991.000000 Penalty: 5430.205566
	Iteration 113Q: 3 clusters Score -7961991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54634 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -7961992.500000 Penalty: 5430.205566
	Iteration 114Q: 3 clusters Score -7961992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54644 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -7961989.000000 Penalty: 5430.205566
	Iteration 115Q: 3 clusters Score -7961989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54660 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -7961994.000000 Penalty: 5430.205566
	Iteration 116Q: 3 clusters Score -7961994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54676 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -7962010.500000 Penalty: 5430.205566
	Iteration 117Q: 3 clusters Score -7962010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54690 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -7962021.000000 Penalty: 5430.205566
	Iteration 118Q: 3 clusters Score -7962021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -7962019.500000 Penalty: 5430.205566
	Iteration 119Q: 3 clusters Score -7962020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54718 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -7962028.500000 Penalty: 5430.205566
	Iteration 120F: 3 clusters Score -7962028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -7962024.000000 Penalty: 5430.205566
	Iteration 121Q: 3 clusters Score -7962024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -7962019.000000 Penalty: 5430.205566
	Iteration 122Q: 3 clusters Score -7962019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -7962024.500000 Penalty: 5430.205566
	Iteration 123Q: 3 clusters Score -7962024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -7962016.500000 Penalty: 5430.205566
	Iteration 124Q: 3 clusters Score -7962016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -7962015.000000 Penalty: 5430.205566
	Iteration 125Q: 3 clusters Score -7962015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -7962012.000000 Penalty: 5430.205566
	Iteration 126Q: 3 clusters Score -7962012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54766 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -7962021.000000 Penalty: 5430.205566
	Iteration 127Q: 3 clusters Score -7962021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54771 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -7962032.500000 Penalty: 5430.205566
	Iteration 128Q: 3 clusters Score -7962032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54774 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -7962035.500000 Penalty: 5430.205566
	Iteration 129Q: 3 clusters Score -7962036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -7962034.500000 Penalty: 5430.205566
	Iteration 130Q: 3 clusters Score -7962034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -7962029.000000 Penalty: 5430.205566
	Iteration 131Q: 3 clusters Score -7962029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -7962034.000000 Penalty: 5430.205566
	Iteration 132Q: 3 clusters Score -7962034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -7962034.000000 Penalty: 5430.205566
	Iteration 133F: 3 clusters Score -7962034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (31899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Entering Unmasked Estep 
Score: -4480005.500000 Penalty: 2571.841797
	Iteration 0F: 2 clusters Score -4480006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -4458081.500000 Penalty: 5143.683594
	Iteration 0F: 3 clusters Score -4458082 nChanged 14284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -4465769.500000 Penalty: 5143.683594
	Iteration 1F: 3 clusters Score -4465770 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -4466193.500000 Penalty: 5143.683594
	Iteration 2Q: 3 clusters Score -4466194 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -4466525.000000 Penalty: 5143.683594
	Iteration 3Q: 3 clusters Score -4466525 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -4466799.500000 Penalty: 5143.683594
	Iteration 4Q: 3 clusters Score -4466800 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -4467064.500000 Penalty: 5143.683594
	Iteration 5Q: 3 clusters Score -4467064 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -4467329.000000 Penalty: 5143.683594
	Iteration 6Q: 3 clusters Score -4467329 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -4467571.000000 Penalty: 5143.683594
	Iteration 7Q: 3 clusters Score -4467571 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -4467842.500000 Penalty: 5143.683594
	Iteration 8Q: 3 clusters Score -4467842 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -4468177.000000 Penalty: 5143.683594
	Iteration 9Q: 3 clusters Score -4468177 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -4468605.000000 Penalty: 5143.683594
	Iteration 10Q: 3 clusters Score -4468605 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -4469235.500000 Penalty: 5143.683594
	Iteration 11Q: 3 clusters Score -4469236 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -4470236.000000 Penalty: 5143.683594
	Iteration 12Q: 3 clusters Score -4470236 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -4471592.000000 Penalty: 5143.683594
	Iteration 13F: 3 clusters Score -4471592 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -4473160.500000 Penalty: 5143.683594
	Iteration 14F: 3 clusters Score -4473160 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -4474532.500000 Penalty: 5143.683594
	Iteration 15F: 3 clusters Score -4474532 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -4475423.000000 Penalty: 5143.683594
	Iteration 16Q: 3 clusters Score -4475423 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -4475931.000000 Penalty: 5143.683594
	Iteration 17Q: 3 clusters Score -4475931 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -4476297.000000 Penalty: 5143.683594
	Iteration 18Q: 3 clusters Score -4476297 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -4476538.000000 Penalty: 5143.683594
	Iteration 19Q: 3 clusters Score -4476538 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -4476725.500000 Penalty: 5143.683594
	Iteration 20F: 3 clusters Score -4476726 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -4476899.000000 Penalty: 5143.683594
	Iteration 21Q: 3 clusters Score -4476899 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -4477010.000000 Penalty: 5143.683594
	Iteration 22Q: 3 clusters Score -4477010 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -4477150.500000 Penalty: 5143.683594
	Iteration 23Q: 3 clusters Score -4477150 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -4477275.000000 Penalty: 5143.683594
	Iteration 24Q: 3 clusters Score -4477275 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -4477367.500000 Penalty: 5143.683594
	Iteration 25Q: 3 clusters Score -4477368 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -4477437.500000 Penalty: 5143.683594
	Iteration 26Q: 3 clusters Score -4477438 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -4477513.000000 Penalty: 5143.683594
	Iteration 27Q: 3 clusters Score -4477513 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -4477576.500000 Penalty: 5143.683594
	Iteration 28Q: 3 clusters Score -4477576 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -4477648.000000 Penalty: 5143.683594
	Iteration 29Q: 3 clusters Score -4477648 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -4477674.500000 Penalty: 5143.683594
	Iteration 30Q: 3 clusters Score -4477674 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -4477719.500000 Penalty: 5143.683594
	Iteration 31Q: 3 clusters Score -4477720 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -4477751.500000 Penalty: 5143.683594
	Iteration 32Q: 3 clusters Score -4477752 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -4477776.000000 Penalty: 5143.683594
	Iteration 33Q: 3 clusters Score -4477776 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -4477814.500000 Penalty: 5143.683594
	Iteration 34Q: 3 clusters Score -4477814 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -4477835.500000 Penalty: 5143.683594
	Iteration 35Q: 3 clusters Score -4477836 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -4477850.000000 Penalty: 5143.683594
	Iteration 36Q: 3 clusters Score -4477850 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -4477869.000000 Penalty: 5143.683594
	Iteration 37Q: 3 clusters Score -4477869 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -4477880.500000 Penalty: 5143.683594
	Iteration 38Q: 3 clusters Score -4477880 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -4477892.500000 Penalty: 5143.683594
	Iteration 39Q: 3 clusters Score -4477892 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -4477899.500000 Penalty: 5143.683594
	Iteration 40F: 3 clusters Score -4477900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -4477909.500000 Penalty: 5143.683594
	Iteration 41Q: 3 clusters Score -4477910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -4477910.000000 Penalty: 5143.683594
	Iteration 42Q: 3 clusters Score -4477910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -4477918.000000 Penalty: 5143.683594
	Iteration 43Q: 3 clusters Score -4477918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -4477921.000000 Penalty: 5143.683594
	Iteration 44Q: 3 clusters Score -4477921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -4477928.500000 Penalty: 5143.683594
	Iteration 45Q: 3 clusters Score -4477928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -4477937.000000 Penalty: 5143.683594
	Iteration 46Q: 3 clusters Score -4477937 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -4477944.500000 Penalty: 5143.683594
	Iteration 47Q: 3 clusters Score -4477944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -4477956.500000 Penalty: 5143.683594
	Iteration 48Q: 3 clusters Score -4477956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -4477970.500000 Penalty: 5143.683594
	Iteration 49Q: 3 clusters Score -4477970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -4477974.500000 Penalty: 5143.683594
	Iteration 50Q: 3 clusters Score -4477974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -4477989.000000 Penalty: 5143.683594
	Iteration 51Q: 3 clusters Score -4477989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -4477990.000000 Penalty: 5143.683594
	Iteration 52Q: 3 clusters Score -4477990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -4478005.500000 Penalty: 5143.683594
	Iteration 53Q: 3 clusters Score -4478006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -4478003.000000 Penalty: 5143.683594
	Iteration 54Q: 3 clusters Score -4478003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -4478003.500000 Penalty: 5143.683594
	Iteration 55Q: 3 clusters Score -4478004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -4478002.000000 Penalty: 5143.683594
	Iteration 56Q: 3 clusters Score -4478002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -4478015.500000 Penalty: 5143.683594
	Iteration 57Q: 3 clusters Score -4478016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -4478014.500000 Penalty: 5143.683594
	Iteration 58Q: 3 clusters Score -4478014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -4478018.500000 Penalty: 5143.683594
	Iteration 59Q: 3 clusters Score -4478018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -4478014.000000 Penalty: 5143.683594
	Iteration 60F: 3 clusters Score -4478014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -4478025.000000 Penalty: 5143.683594
	Iteration 61Q: 3 clusters Score -4478025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -4478023.500000 Penalty: 5143.683594
	Iteration 62Q: 3 clusters Score -4478024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -4478022.500000 Penalty: 5143.683594
	Iteration 63Q: 3 clusters Score -4478022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -4478025.500000 Penalty: 5143.683594
	Iteration 64Q: 3 clusters Score -4478026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -4478025.000000 Penalty: 5143.683594
	Iteration 65Q: 3 clusters Score -4478025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -4478025.500000 Penalty: 5143.683594
	Iteration 66Q: 3 clusters Score -4478026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -4478023.500000 Penalty: 5143.683594
	Iteration 67Q: 3 clusters Score -4478024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -4478025.000000 Penalty: 5143.683594
	Iteration 68Q: 3 clusters Score -4478025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -4478024.000000 Penalty: 5143.683594
	Iteration 69Q: 3 clusters Score -4478024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -4478024.000000 Penalty: 5143.683594
	Iteration 70F: 3 clusters Score -4478024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Entering Unmasked Estep 
Score: -5847506.000000 Penalty: 2647.189453
	Iteration 0F: 2 clusters Score -5847506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -5818260.500000 Penalty: 5294.378906
	Iteration 0F: 3 clusters Score -5818260 nChanged 19813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -5829114.000000 Penalty: 5294.378906
	Iteration 1F: 3 clusters Score -5829114 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -5829628.000000 Penalty: 5294.378906
	Iteration 2Q: 3 clusters Score -5829628 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -5830080.000000 Penalty: 5294.378906
	Iteration 3Q: 3 clusters Score -5830080 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -5830502.500000 Penalty: 5294.378906
	Iteration 4Q: 3 clusters Score -5830502 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -5831005.500000 Penalty: 5294.378906
	Iteration 5Q: 3 clusters Score -5831006 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -5831634.000000 Penalty: 5294.378906
	Iteration 6Q: 3 clusters Score -5831634 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -5832326.500000 Penalty: 5294.378906
	Iteration 7Q: 3 clusters Score -5832326 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -5833096.000000 Penalty: 5294.378906
	Iteration 8Q: 3 clusters Score -5833096 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -5834068.500000 Penalty: 5294.378906
	Iteration 9Q: 3 clusters Score -5834068 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -5835015.000000 Penalty: 5294.378906
	Iteration 10Q: 3 clusters Score -5835015 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -5835773.500000 Penalty: 5294.378906
	Iteration 11Q: 3 clusters Score -5835774 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -5836447.500000 Penalty: 5294.378906
	Iteration 12Q: 3 clusters Score -5836448 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -5836945.500000 Penalty: 5294.378906
	Iteration 13Q: 3 clusters Score -5836946 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -5837332.000000 Penalty: 5294.378906
	Iteration 14Q: 3 clusters Score -5837332 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -5837660.500000 Penalty: 5294.378906
	Iteration 15Q: 3 clusters Score -5837660 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -5837853.000000 Penalty: 5294.378906
	Iteration 16Q: 3 clusters Score -5837853 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -5838032.500000 Penalty: 5294.378906
	Iteration 17Q: 3 clusters Score -5838032 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -5838163.000000 Penalty: 5294.378906
	Iteration 18Q: 3 clusters Score -5838163 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -5838351.000000 Penalty: 5294.378906
	Iteration 19Q: 3 clusters Score -5838351 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -5838455.500000 Penalty: 5294.378906
	Iteration 20F: 3 clusters Score -5838456 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -5838568.000000 Penalty: 5294.378906
	Iteration 21Q: 3 clusters Score -5838568 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -5838717.000000 Penalty: 5294.378906
	Iteration 22Q: 3 clusters Score -5838717 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -5838879.500000 Penalty: 5294.378906
	Iteration 23Q: 3 clusters Score -5838880 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -5839111.500000 Penalty: 5294.378906
	Iteration 24Q: 3 clusters Score -5839112 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -5839386.000000 Penalty: 5294.378906
	Iteration 25Q: 3 clusters Score -5839386 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -5839730.500000 Penalty: 5294.378906
	Iteration 26Q: 3 clusters Score -5839730 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -5840212.500000 Penalty: 5294.378906
	Iteration 27Q: 3 clusters Score -5840212 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -5840833.000000 Penalty: 5294.378906
	Iteration 28Q: 3 clusters Score -5840833 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -5841603.000000 Penalty: 5294.378906
	Iteration 29Q: 3 clusters Score -5841603 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -5842569.000000 Penalty: 5294.378906
	Iteration 30Q: 3 clusters Score -5842569 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5843484.000000 Penalty: 5294.378906
	Iteration 31Q: 3 clusters Score -5843484 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5844070.500000 Penalty: 5294.378906
	Iteration 32Q: 3 clusters Score -5844070 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5844386.500000 Penalty: 5294.378906
	Iteration 33Q: 3 clusters Score -5844386 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5844509.500000 Penalty: 5294.378906
	Iteration 34Q: 3 clusters Score -5844510 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5844609.000000 Penalty: 5294.378906
	Iteration 35Q: 3 clusters Score -5844609 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5844676.000000 Penalty: 5294.378906
	Iteration 36Q: 3 clusters Score -5844676 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5844716.500000 Penalty: 5294.378906
	Iteration 37Q: 3 clusters Score -5844716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5844755.500000 Penalty: 5294.378906
	Iteration 38Q: 3 clusters Score -5844756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5844781.500000 Penalty: 5294.378906
	Iteration 39Q: 3 clusters Score -5844782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5844903.500000 Penalty: 5294.378906
	Iteration 40F: 3 clusters Score -5844904 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5845067.000000 Penalty: 5294.378906
	Iteration 41Q: 3 clusters Score -5845067 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5845164.000000 Penalty: 5294.378906
	Iteration 42Q: 3 clusters Score -5845164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5845220.500000 Penalty: 5294.378906
	Iteration 43Q: 3 clusters Score -5845220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5845256.500000 Penalty: 5294.378906
	Iteration 44Q: 3 clusters Score -5845256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5845291.500000 Penalty: 5294.378906
	Iteration 45Q: 3 clusters Score -5845292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5845326.500000 Penalty: 5294.378906
	Iteration 46Q: 3 clusters Score -5845326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5845343.500000 Penalty: 5294.378906
	Iteration 47Q: 3 clusters Score -5845344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5845357.000000 Penalty: 5294.378906
	Iteration 48Q: 3 clusters Score -5845357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5845370.500000 Penalty: 5294.378906
	Iteration 49Q: 3 clusters Score -5845370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5845388.000000 Penalty: 5294.378906
	Iteration 50Q: 3 clusters Score -5845388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5845407.000000 Penalty: 5294.378906
	Iteration 51Q: 3 clusters Score -5845407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5845409.500000 Penalty: 5294.378906
	Iteration 52Q: 3 clusters Score -5845410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5845418.000000 Penalty: 5294.378906
	Iteration 53Q: 3 clusters Score -5845418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5845419.500000 Penalty: 5294.378906
	Iteration 54Q: 3 clusters Score -5845420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5845427.500000 Penalty: 5294.378906
	Iteration 55Q: 3 clusters Score -5845428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5845429.000000 Penalty: 5294.378906
	Iteration 56Q: 3 clusters Score -5845429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5845429.000000 Penalty: 5294.378906
	Iteration 57F: 3 clusters Score -5845429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Entering Unmasked Estep 
Score: -2396165.250000 Penalty: 2424.193115
	Iteration 0F: 2 clusters Score -2396165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2383676.750000 Penalty: 4848.386230
	Iteration 0F: 3 clusters Score -2383677 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2387905.250000 Penalty: 4848.386230
	Iteration 1F: 3 clusters Score -2387905 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2388398.250000 Penalty: 4848.386230
	Iteration 2F: 3 clusters Score -2388398 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2388864.000000 Penalty: 4848.386230
	Iteration 3F: 3 clusters Score -2388864 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2389358.750000 Penalty: 4848.386230
	Iteration 4F: 3 clusters Score -2389359 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2389958.750000 Penalty: 4848.386230
	Iteration 5F: 3 clusters Score -2389959 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2390601.000000 Penalty: 4848.386230
	Iteration 6F: 3 clusters Score -2390601 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2391256.500000 Penalty: 4848.386230
	Iteration 7F: 3 clusters Score -2391256 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2391925.500000 Penalty: 4848.386230
	Iteration 8F: 3 clusters Score -2391926 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2392384.000000 Penalty: 4848.386230
	Iteration 9Q: 3 clusters Score -2392384 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2392671.000000 Penalty: 4848.386230
	Iteration 10Q: 3 clusters Score -2392671 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2392831.000000 Penalty: 4848.386230
	Iteration 11Q: 3 clusters Score -2392831 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2392970.500000 Penalty: 4848.386230
	Iteration 12Q: 3 clusters Score -2392970 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2393109.000000 Penalty: 4848.386230
	Iteration 13Q: 3 clusters Score -2393109 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2393222.750000 Penalty: 4848.386230
	Iteration 14Q: 3 clusters Score -2393223 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2393330.750000 Penalty: 4848.386230
	Iteration 15Q: 3 clusters Score -2393331 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2393409.750000 Penalty: 4848.386230
	Iteration 16Q: 3 clusters Score -2393410 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2393506.250000 Penalty: 4848.386230
	Iteration 17Q: 3 clusters Score -2393506 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2393587.000000 Penalty: 4848.386230
	Iteration 18Q: 3 clusters Score -2393587 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2393656.500000 Penalty: 4848.386230
	Iteration 19Q: 3 clusters Score -2393656 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -2393741.750000 Penalty: 4848.386230
	Iteration 20F: 3 clusters Score -2393742 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2393797.000000 Penalty: 4848.386230
	Iteration 21Q: 3 clusters Score -2393797 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2393847.000000 Penalty: 4848.386230
	Iteration 22Q: 3 clusters Score -2393847 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2393898.250000 Penalty: 4848.386230
	Iteration 23Q: 3 clusters Score -2393898 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2393942.500000 Penalty: 4848.386230
	Iteration 24Q: 3 clusters Score -2393942 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2393991.250000 Penalty: 4848.386230
	Iteration 25Q: 3 clusters Score -2393991 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -2394047.500000 Penalty: 4848.386230
	Iteration 26Q: 3 clusters Score -2394048 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2394101.000000 Penalty: 4848.386230
	Iteration 27Q: 3 clusters Score -2394101 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2394131.500000 Penalty: 4848.386230
	Iteration 28Q: 3 clusters Score -2394132 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2394200.000000 Penalty: 4848.386230
	Iteration 29Q: 3 clusters Score -2394200 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2394256.250000 Penalty: 4848.386230
	Iteration 30Q: 3 clusters Score -2394256 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2394313.500000 Penalty: 4848.386230
	Iteration 31Q: 3 clusters Score -2394314 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2394382.250000 Penalty: 4848.386230
	Iteration 32Q: 3 clusters Score -2394382 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2394453.250000 Penalty: 4848.386230
	Iteration 33Q: 3 clusters Score -2394453 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2394534.250000 Penalty: 4848.386230
	Iteration 34Q: 3 clusters Score -2394534 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2394626.500000 Penalty: 4848.386230
	Iteration 35Q: 3 clusters Score -2394626 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2394712.750000 Penalty: 4848.386230
	Iteration 36Q: 3 clusters Score -2394713 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2394805.500000 Penalty: 4848.386230
	Iteration 37Q: 3 clusters Score -2394806 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -2394905.250000 Penalty: 4848.386230
	Iteration 38Q: 3 clusters Score -2394905 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2394991.500000 Penalty: 4848.386230
	Iteration 39Q: 3 clusters Score -2394992 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2395087.250000 Penalty: 4848.386230
	Iteration 40F: 3 clusters Score -2395087 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2395174.500000 Penalty: 4848.386230
	Iteration 41Q: 3 clusters Score -2395174 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2395263.000000 Penalty: 4848.386230
	Iteration 42Q: 3 clusters Score -2395263 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2395350.250000 Penalty: 4848.386230
	Iteration 43Q: 3 clusters Score -2395350 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2395427.000000 Penalty: 4848.386230
	Iteration 44Q: 3 clusters Score -2395427 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2395473.000000 Penalty: 4848.386230
	Iteration 45Q: 3 clusters Score -2395473 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2395508.750000 Penalty: 4848.386230
	Iteration 46Q: 3 clusters Score -2395509 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2395551.750000 Penalty: 4848.386230
	Iteration 47Q: 3 clusters Score -2395552 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2395590.750000 Penalty: 4848.386230
	Iteration 48Q: 3 clusters Score -2395591 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2395619.250000 Penalty: 4848.386230
	Iteration 49Q: 3 clusters Score -2395619 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2395635.750000 Penalty: 4848.386230
	Iteration 50Q: 3 clusters Score -2395636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2395643.250000 Penalty: 4848.386230
	Iteration 51Q: 3 clusters Score -2395643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2395649.750000 Penalty: 4848.386230
	Iteration 52Q: 3 clusters Score -2395650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2395654.250000 Penalty: 4848.386230
	Iteration 53Q: 3 clusters Score -2395654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2395654.000000 Penalty: 4848.386230
	Iteration 54Q: 3 clusters Score -2395654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2395652.250000 Penalty: 4848.386230
	Iteration 55Q: 3 clusters Score -2395652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2395654.500000 Penalty: 4848.386230
	Iteration 56Q: 3 clusters Score -2395654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2395658.000000 Penalty: 4848.386230
	Iteration 57Q: 3 clusters Score -2395658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2395661.750000 Penalty: 4848.386230
	Iteration 58Q: 3 clusters Score -2395662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2395663.500000 Penalty: 4848.386230
	Iteration 59Q: 3 clusters Score -2395664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2395665.000000 Penalty: 4848.386230
	Iteration 60F: 3 clusters Score -2395665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2395665.000000 Penalty: 4848.386230
	Iteration 61Q: 3 clusters Score -2395665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2395665.000000 Penalty: 4848.386230
	Iteration 62F: 3 clusters Score -2395665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (137127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137127 members 
Entering Unmasked Estep 
Score: -19050466.000000 Penalty: 2933.508301
	Iteration 0F: 2 clusters Score -1.905047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68715 members 
Mstep: Class 2 contains 68412 members 
Entering Unmasked Estep 
Score: -18960800.000000 Penalty: 5867.016602
	Iteration 0F: 3 clusters Score -1.89608e+07 nChanged 65535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70848 members 
Mstep: Class 2 contains 66279 members 
Entering Unmasked Estep 
Score: -18999254.000000 Penalty: 5867.016602
	Iteration 1F: 3 clusters Score -1.899925e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71949 members 
Mstep: Class 2 contains 65178 members 
Entering Unmasked Estep 
Score: -19000438.000000 Penalty: 5867.016602
	Iteration 2Q: 3 clusters Score -1.900044e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73523 members 
Mstep: Class 2 contains 63604 members 
Entering Unmasked Estep 
Score: -19001832.000000 Penalty: 5867.016602
	Iteration 3Q: 3 clusters Score -1.900183e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 61193 members 
Entering Unmasked Estep 
Score: -19003992.000000 Penalty: 5867.016602
	Iteration 4Q: 3 clusters Score -1.900399e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79380 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -19007116.000000 Penalty: 5867.016602
	Iteration 5Q: 3 clusters Score -1.900712e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83821 members 
Mstep: Class 2 contains 53306 members 
Entering Unmasked Estep 
Score: -19012080.000000 Penalty: 5867.016602
	Iteration 6F: 3 clusters Score -1.901208e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88921 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -19018794.000000 Penalty: 5867.016602
	Iteration 7F: 3 clusters Score -1.901879e+07 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93658 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -19026126.000000 Penalty: 5867.016602
	Iteration 8F: 3 clusters Score -1.902613e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97228 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -19031114.000000 Penalty: 5867.016602
	Iteration 9F: 3 clusters Score -1.903111e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99985 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -19033696.000000 Penalty: 5867.016602
	Iteration 10Q: 3 clusters Score -1.90337e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102469 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -19035172.000000 Penalty: 5867.016602
	Iteration 11Q: 3 clusters Score -1.903517e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104979 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -19036526.000000 Penalty: 5867.016602
	Iteration 12Q: 3 clusters Score -1.903653e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107496 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -19037564.000000 Penalty: 5867.016602
	Iteration 13Q: 3 clusters Score -1.903756e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110112 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -19038722.000000 Penalty: 5867.016602
	Iteration 14Q: 3 clusters Score -1.903872e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112844 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -19039954.000000 Penalty: 5867.016602
	Iteration 15Q: 3 clusters Score -1.903995e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115618 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -19041350.000000 Penalty: 5867.016602
	Iteration 16Q: 3 clusters Score -1.904135e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118322 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -19042774.000000 Penalty: 5867.016602
	Iteration 17Q: 3 clusters Score -1.904277e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120800 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -19044048.000000 Penalty: 5867.016602
	Iteration 18Q: 3 clusters Score -1.904405e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123084 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -19045320.000000 Penalty: 5867.016602
	Iteration 19Q: 3 clusters Score -1.904532e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125057 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -19046388.000000 Penalty: 5867.016602
	Iteration 20F: 3 clusters Score -1.904639e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126690 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -19047156.000000 Penalty: 5867.016602
	Iteration 21Q: 3 clusters Score -1.904716e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128051 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -19047724.000000 Penalty: 5867.016602
	Iteration 22Q: 3 clusters Score -1.904772e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129118 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -19048128.000000 Penalty: 5867.016602
	Iteration 23Q: 3 clusters Score -1.904813e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129975 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -19048514.000000 Penalty: 5867.016602
	Iteration 24Q: 3 clusters Score -1.904851e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130697 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -19048726.000000 Penalty: 5867.016602
	Iteration 25Q: 3 clusters Score -1.904873e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131288 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -19048938.000000 Penalty: 5867.016602
	Iteration 26Q: 3 clusters Score -1.904894e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131785 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -19049040.000000 Penalty: 5867.016602
	Iteration 27Q: 3 clusters Score -1.904904e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132186 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -19049152.000000 Penalty: 5867.016602
	Iteration 28Q: 3 clusters Score -1.904915e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132518 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -19049178.000000 Penalty: 5867.016602
	Iteration 29Q: 3 clusters Score -1.904918e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132790 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -19049222.000000 Penalty: 5867.016602
	Iteration 30Q: 3 clusters Score -1.904922e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133014 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -19049286.000000 Penalty: 5867.016602
	Iteration 31Q: 3 clusters Score -1.904929e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133217 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -19049298.000000 Penalty: 5867.016602
	Iteration 32Q: 3 clusters Score -1.90493e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133391 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -19049272.000000 Penalty: 5867.016602
	Iteration 33Q: 3 clusters Score -1.904927e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133525 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -19049278.000000 Penalty: 5867.016602
	Iteration 34Q: 3 clusters Score -1.904928e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133649 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -19049280.000000 Penalty: 5867.016602
	Iteration 35Q: 3 clusters Score -1.904928e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133750 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -19049262.000000 Penalty: 5867.016602
	Iteration 36Q: 3 clusters Score -1.904926e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133825 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -19049276.000000 Penalty: 5867.016602
	Iteration 37Q: 3 clusters Score -1.904928e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133892 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -19049264.000000 Penalty: 5867.016602
	Iteration 38Q: 3 clusters Score -1.904926e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133950 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -19049294.000000 Penalty: 5867.016602
	Iteration 39Q: 3 clusters Score -1.904929e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133994 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -19049258.000000 Penalty: 5867.016602
	Iteration 40F: 3 clusters Score -1.904926e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134031 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -19049270.000000 Penalty: 5867.016602
	Iteration 41Q: 3 clusters Score -1.904927e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134064 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -19049276.000000 Penalty: 5867.016602
	Iteration 42Q: 3 clusters Score -1.904928e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134101 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -19049266.000000 Penalty: 5867.016602
	Iteration 43Q: 3 clusters Score -1.904927e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134137 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -19049266.000000 Penalty: 5867.016602
	Iteration 44Q: 3 clusters Score -1.904927e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134165 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -19049268.000000 Penalty: 5867.016602
	Iteration 45Q: 3 clusters Score -1.904927e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134190 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -19049248.000000 Penalty: 5867.016602
	Iteration 46Q: 3 clusters Score -1.904925e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134207 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -19049266.000000 Penalty: 5867.016602
	Iteration 47Q: 3 clusters Score -1.904927e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134225 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -19049260.000000 Penalty: 5867.016602
	Iteration 48Q: 3 clusters Score -1.904926e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134247 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -19049256.000000 Penalty: 5867.016602
	Iteration 49Q: 3 clusters Score -1.904926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134263 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -19049262.000000 Penalty: 5867.016602
	Iteration 50Q: 3 clusters Score -1.904926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134276 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -19049274.000000 Penalty: 5867.016602
	Iteration 51Q: 3 clusters Score -1.904927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134285 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -19049280.000000 Penalty: 5867.016602
	Iteration 52Q: 3 clusters Score -1.904928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134294 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -19049288.000000 Penalty: 5867.016602
	Iteration 53Q: 3 clusters Score -1.904929e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134304 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -19049282.000000 Penalty: 5867.016602
	Iteration 54Q: 3 clusters Score -1.904928e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134320 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -19049278.000000 Penalty: 5867.016602
	Iteration 55Q: 3 clusters Score -1.904928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134329 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -19049282.000000 Penalty: 5867.016602
	Iteration 56Q: 3 clusters Score -1.904928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134337 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -19049286.000000 Penalty: 5867.016602
	Iteration 57Q: 3 clusters Score -1.904929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134339 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -19049296.000000 Penalty: 5867.016602
	Iteration 58Q: 3 clusters Score -1.90493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134340 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -19049290.000000 Penalty: 5867.016602
	Iteration 59Q: 3 clusters Score -1.904929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134339 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -19049298.000000 Penalty: 5867.016602
	Iteration 60F: 3 clusters Score -1.90493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134341 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -19049290.000000 Penalty: 5867.016602
	Iteration 61Q: 3 clusters Score -1.904929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134344 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -19049298.000000 Penalty: 5867.016602
	Iteration 62Q: 3 clusters Score -1.90493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134348 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -19049298.000000 Penalty: 5867.016602
	Iteration 63Q: 3 clusters Score -1.90493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134351 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -19049300.000000 Penalty: 5867.016602
	Iteration 64Q: 3 clusters Score -1.90493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134355 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -19049310.000000 Penalty: 5867.016602
	Iteration 65Q: 3 clusters Score -1.904931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134359 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -19049300.000000 Penalty: 5867.016602
	Iteration 66Q: 3 clusters Score -1.90493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134364 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -19049302.000000 Penalty: 5867.016602
	Iteration 67Q: 3 clusters Score -1.90493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134366 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -19049306.000000 Penalty: 5867.016602
	Iteration 68Q: 3 clusters Score -1.904931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134370 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -19049298.000000 Penalty: 5867.016602
	Iteration 69Q: 3 clusters Score -1.90493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134375 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -19049294.000000 Penalty: 5867.016602
	Iteration 70Q: 3 clusters Score -1.904929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134381 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -19049304.000000 Penalty: 5867.016602
	Iteration 71Q: 3 clusters Score -1.90493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134389 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -19049300.000000 Penalty: 5867.016602
	Iteration 72Q: 3 clusters Score -1.90493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134398 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -19049308.000000 Penalty: 5867.016602
	Iteration 73Q: 3 clusters Score -1.904931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134407 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -19049302.000000 Penalty: 5867.016602
	Iteration 74Q: 3 clusters Score -1.90493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134411 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -19049300.000000 Penalty: 5867.016602
	Iteration 75Q: 3 clusters Score -1.90493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134414 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -19049300.000000 Penalty: 5867.016602
	Iteration 76Q: 3 clusters Score -1.90493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134421 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -19049304.000000 Penalty: 5867.016602
	Iteration 77Q: 3 clusters Score -1.90493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134426 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -19049296.000000 Penalty: 5867.016602
	Iteration 78Q: 3 clusters Score -1.90493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134429 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -19049298.000000 Penalty: 5867.016602
	Iteration 79Q: 3 clusters Score -1.90493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134433 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -19049294.000000 Penalty: 5867.016602
	Iteration 80F: 3 clusters Score -1.904929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134441 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -19049292.000000 Penalty: 5867.016602
	Iteration 81Q: 3 clusters Score -1.904929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134448 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -19049290.000000 Penalty: 5867.016602
	Iteration 82Q: 3 clusters Score -1.904929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134456 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -19049308.000000 Penalty: 5867.016602
	Iteration 83Q: 3 clusters Score -1.904931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134461 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -19049310.000000 Penalty: 5867.016602
	Iteration 84Q: 3 clusters Score -1.904931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134466 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -19049310.000000 Penalty: 5867.016602
	Iteration 85Q: 3 clusters Score -1.904931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134475 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -19049308.000000 Penalty: 5867.016602
	Iteration 86Q: 3 clusters Score -1.904931e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134483 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -19049320.000000 Penalty: 5867.016602
	Iteration 87Q: 3 clusters Score -1.904932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134488 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -19049308.000000 Penalty: 5867.016602
	Iteration 88Q: 3 clusters Score -1.904931e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134488 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -19049308.000000 Penalty: 5867.016602
	Iteration 89F: 3 clusters Score -1.904931e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Entering Unmasked Estep 
Score: -1134519.750000 Penalty: 2243.041504
	Iteration 0F: 2 clusters Score -1134520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1127846.125000 Penalty: 4486.083008
	Iteration 0F: 3 clusters Score -1127846 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1129746.125000 Penalty: 4486.083008
	Iteration 1F: 3 clusters Score -1129746 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1130161.250000 Penalty: 4486.083008
	Iteration 2F: 3 clusters Score -1130161 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1130671.250000 Penalty: 4486.083008
	Iteration 3F: 3 clusters Score -1130671 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1131347.750000 Penalty: 4486.083008
	Iteration 4F: 3 clusters Score -1131348 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1132097.500000 Penalty: 4486.083008
	Iteration 5F: 3 clusters Score -1132098 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1132730.250000 Penalty: 4486.083008
	Iteration 6F: 3 clusters Score -1132730 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1133209.875000 Penalty: 4486.083008
	Iteration 7F: 3 clusters Score -1133210 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1133560.000000 Penalty: 4486.083008
	Iteration 8Q: 3 clusters Score -1133560 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1133808.500000 Penalty: 4486.083008
	Iteration 9Q: 3 clusters Score -1133808 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1133969.625000 Penalty: 4486.083008
	Iteration 10Q: 3 clusters Score -1133970 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1134074.875000 Penalty: 4486.083008
	Iteration 11Q: 3 clusters Score -1134075 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1134131.750000 Penalty: 4486.083008
	Iteration 12Q: 3 clusters Score -1134132 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1134162.750000 Penalty: 4486.083008
	Iteration 13Q: 3 clusters Score -1134163 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1134185.375000 Penalty: 4486.083008
	Iteration 14Q: 3 clusters Score -1134185 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1134198.500000 Penalty: 4486.083008
	Iteration 15Q: 3 clusters Score -1134198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1134209.250000 Penalty: 4486.083008
	Iteration 16Q: 3 clusters Score -1134209 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1134219.000000 Penalty: 4486.083008
	Iteration 17Q: 3 clusters Score -1134219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1134225.125000 Penalty: 4486.083008
	Iteration 18Q: 3 clusters Score -1134225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1134227.000000 Penalty: 4486.083008
	Iteration 19Q: 3 clusters Score -1134227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1134228.625000 Penalty: 4486.083008
	Iteration 20F: 3 clusters Score -1134229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1134229.375000 Penalty: 4486.083008
	Iteration 21Q: 3 clusters Score -1134229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1134234.500000 Penalty: 4486.083008
	Iteration 22Q: 3 clusters Score -1134234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1134238.250000 Penalty: 4486.083008
	Iteration 23Q: 3 clusters Score -1134238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1134237.000000 Penalty: 4486.083008
	Iteration 24Q: 3 clusters Score -1134237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1134234.625000 Penalty: 4486.083008
	Iteration 25Q: 3 clusters Score -1134235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1134241.375000 Penalty: 4486.083008
	Iteration 26Q: 3 clusters Score -1134241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1134239.625000 Penalty: 4486.083008
	Iteration 27Q: 3 clusters Score -1134240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1134241.375000 Penalty: 4486.083008
	Iteration 28Q: 3 clusters Score -1134241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1134239.000000 Penalty: 4486.083008
	Iteration 29Q: 3 clusters Score -1134239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1134239.000000 Penalty: 4486.083008
	Iteration 30F: 3 clusters Score -1134239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Entering Unmasked Estep 
Score: -2911393.500000 Penalty: 2483.704834
	Iteration 0F: 2 clusters Score -2911394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2895838.750000 Penalty: 4967.409668
	Iteration 0F: 3 clusters Score -2895839 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2901509.750000 Penalty: 4967.409668
	Iteration 1F: 3 clusters Score -2901510 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2902279.250000 Penalty: 4967.409668
	Iteration 2F: 3 clusters Score -2902279 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2903015.250000 Penalty: 4967.409668
	Iteration 3F: 3 clusters Score -2903015 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2903660.500000 Penalty: 4967.409668
	Iteration 4F: 3 clusters Score -2903660 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2904324.000000 Penalty: 4967.409668
	Iteration 5F: 3 clusters Score -2904324 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2904907.000000 Penalty: 4967.409668
	Iteration 6Q: 3 clusters Score -2904907 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2905438.000000 Penalty: 4967.409668
	Iteration 7Q: 3 clusters Score -2905438 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2905950.750000 Penalty: 4967.409668
	Iteration 8Q: 3 clusters Score -2905951 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2906397.000000 Penalty: 4967.409668
	Iteration 9Q: 3 clusters Score -2906397 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2906784.000000 Penalty: 4967.409668
	Iteration 10Q: 3 clusters Score -2906784 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2907108.250000 Penalty: 4967.409668
	Iteration 11Q: 3 clusters Score -2907108 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2907386.500000 Penalty: 4967.409668
	Iteration 12Q: 3 clusters Score -2907386 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2907637.250000 Penalty: 4967.409668
	Iteration 13Q: 3 clusters Score -2907637 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -2907831.750000 Penalty: 4967.409668
	Iteration 14Q: 3 clusters Score -2907832 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2908022.250000 Penalty: 4967.409668
	Iteration 15Q: 3 clusters Score -2908022 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2908183.750000 Penalty: 4967.409668
	Iteration 16Q: 3 clusters Score -2908184 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2908316.750000 Penalty: 4967.409668
	Iteration 17Q: 3 clusters Score -2908317 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -2908425.500000 Penalty: 4967.409668
	Iteration 18Q: 3 clusters Score -2908426 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2908557.750000 Penalty: 4967.409668
	Iteration 19Q: 3 clusters Score -2908558 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2908685.500000 Penalty: 4967.409668
	Iteration 20F: 3 clusters Score -2908686 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2908851.250000 Penalty: 4967.409668
	Iteration 21Q: 3 clusters Score -2908851 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2909014.750000 Penalty: 4967.409668
	Iteration 22Q: 3 clusters Score -2909015 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2909162.000000 Penalty: 4967.409668
	Iteration 23Q: 3 clusters Score -2909162 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2909310.500000 Penalty: 4967.409668
	Iteration 24Q: 3 clusters Score -2909310 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2909413.000000 Penalty: 4967.409668
	Iteration 25Q: 3 clusters Score -2909413 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2909494.750000 Penalty: 4967.409668
	Iteration 26Q: 3 clusters Score -2909495 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2909567.500000 Penalty: 4967.409668
	Iteration 27Q: 3 clusters Score -2909568 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2909660.750000 Penalty: 4967.409668
	Iteration 28Q: 3 clusters Score -2909661 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2909714.750000 Penalty: 4967.409668
	Iteration 29Q: 3 clusters Score -2909715 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2909787.750000 Penalty: 4967.409668
	Iteration 30Q: 3 clusters Score -2909788 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2909865.000000 Penalty: 4967.409668
	Iteration 31Q: 3 clusters Score -2909865 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2909959.500000 Penalty: 4967.409668
	Iteration 32Q: 3 clusters Score -2909960 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2910046.250000 Penalty: 4967.409668
	Iteration 33Q: 3 clusters Score -2910046 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2910142.250000 Penalty: 4967.409668
	Iteration 34Q: 3 clusters Score -2910142 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2910229.000000 Penalty: 4967.409668
	Iteration 35Q: 3 clusters Score -2910229 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2910317.500000 Penalty: 4967.409668
	Iteration 36Q: 3 clusters Score -2910318 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2910371.750000 Penalty: 4967.409668
	Iteration 37Q: 3 clusters Score -2910372 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2910432.500000 Penalty: 4967.409668
	Iteration 38Q: 3 clusters Score -2910432 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2910490.750000 Penalty: 4967.409668
	Iteration 39Q: 3 clusters Score -2910491 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2910557.250000 Penalty: 4967.409668
	Iteration 40F: 3 clusters Score -2910557 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2910645.000000 Penalty: 4967.409668
	Iteration 41Q: 3 clusters Score -2910645 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -2910730.250000 Penalty: 4967.409668
	Iteration 42Q: 3 clusters Score -2910730 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -2910825.000000 Penalty: 4967.409668
	Iteration 43Q: 3 clusters Score -2910825 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2910891.250000 Penalty: 4967.409668
	Iteration 44Q: 3 clusters Score -2910891 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2910934.250000 Penalty: 4967.409668
	Iteration 45Q: 3 clusters Score -2910934 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2910974.500000 Penalty: 4967.409668
	Iteration 46Q: 3 clusters Score -2910974 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2910988.500000 Penalty: 4967.409668
	Iteration 47Q: 3 clusters Score -2910988 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -2911011.500000 Penalty: 4967.409668
	Iteration 48Q: 3 clusters Score -2911012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2911023.750000 Penalty: 4967.409668
	Iteration 49Q: 3 clusters Score -2911024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -2911028.750000 Penalty: 4967.409668
	Iteration 50Q: 3 clusters Score -2911029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -2911041.750000 Penalty: 4967.409668
	Iteration 51Q: 3 clusters Score -2911042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2911046.750000 Penalty: 4967.409668
	Iteration 52Q: 3 clusters Score -2911047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2911052.500000 Penalty: 4967.409668
	Iteration 53Q: 3 clusters Score -2911052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2911051.500000 Penalty: 4967.409668
	Iteration 54Q: 3 clusters Score -2911052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -2911050.250000 Penalty: 4967.409668
	Iteration 55Q: 3 clusters Score -2911050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2911062.750000 Penalty: 4967.409668
	Iteration 56Q: 3 clusters Score -2911063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2911062.250000 Penalty: 4967.409668
	Iteration 57Q: 3 clusters Score -2911062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2911064.000000 Penalty: 4967.409668
	Iteration 58Q: 3 clusters Score -2911064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2911067.250000 Penalty: 4967.409668
	Iteration 59Q: 3 clusters Score -2911067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -2911067.750000 Penalty: 4967.409668
	Iteration 60F: 3 clusters Score -2911068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2911069.750000 Penalty: 4967.409668
	Iteration 61Q: 3 clusters Score -2911070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2911068.250000 Penalty: 4967.409668
	Iteration 62Q: 3 clusters Score -2911068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2911066.750000 Penalty: 4967.409668
	Iteration 63Q: 3 clusters Score -2911067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2911066.250000 Penalty: 4967.409668
	Iteration 64Q: 3 clusters Score -2911066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2911065.250000 Penalty: 4967.409668
	Iteration 65Q: 3 clusters Score -2911065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -2911065.000000 Penalty: 4967.409668
	Iteration 66Q: 3 clusters Score -2911065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -2911065.000000 Penalty: 4967.409668
	Iteration 67F: 3 clusters Score -2911065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Entering Unmasked Estep 
Score: -6739002.000000 Penalty: 2672.819336
	Iteration 0F: 2 clusters Score -6739002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -6706740.000000 Penalty: 5345.638672
	Iteration 0F: 3 clusters Score -6706740 nChanged 22207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -6718910.000000 Penalty: 5345.638672
	Iteration 1F: 3 clusters Score -6718910 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -6719492.500000 Penalty: 5345.638672
	Iteration 2Q: 3 clusters Score -6719492 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -6720091.000000 Penalty: 5345.638672
	Iteration 3Q: 3 clusters Score -6720091 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -6720712.000000 Penalty: 5345.638672
	Iteration 4Q: 3 clusters Score -6720712 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -6721363.000000 Penalty: 5345.638672
	Iteration 5Q: 3 clusters Score -6721363 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -6722191.500000 Penalty: 5345.638672
	Iteration 6Q: 3 clusters Score -6722192 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -6723372.500000 Penalty: 5345.638672
	Iteration 7Q: 3 clusters Score -6723372 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -6724935.000000 Penalty: 5345.638672
	Iteration 8F: 3 clusters Score -6724935 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -6727050.000000 Penalty: 5345.638672
	Iteration 9F: 3 clusters Score -6727050 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -6729310.000000 Penalty: 5345.638672
	Iteration 10F: 3 clusters Score -6729310 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -6731499.500000 Penalty: 5345.638672
	Iteration 11F: 3 clusters Score -6731500 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -6733238.500000 Penalty: 5345.638672
	Iteration 12Q: 3 clusters Score -6733238 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -6734497.500000 Penalty: 5345.638672
	Iteration 13Q: 3 clusters Score -6734498 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -6735345.500000 Penalty: 5345.638672
	Iteration 14Q: 3 clusters Score -6735346 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6735838.500000 Penalty: 5345.638672
	Iteration 15Q: 3 clusters Score -6735838 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6736156.000000 Penalty: 5345.638672
	Iteration 16Q: 3 clusters Score -6736156 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6736323.500000 Penalty: 5345.638672
	Iteration 17Q: 3 clusters Score -6736324 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -6736456.000000 Penalty: 5345.638672
	Iteration 18Q: 3 clusters Score -6736456 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6736526.500000 Penalty: 5345.638672
	Iteration 19Q: 3 clusters Score -6736526 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6736558.500000 Penalty: 5345.638672
	Iteration 20F: 3 clusters Score -6736558 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6736600.500000 Penalty: 5345.638672
	Iteration 21Q: 3 clusters Score -6736600 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6736646.000000 Penalty: 5345.638672
	Iteration 22Q: 3 clusters Score -6736646 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6736674.500000 Penalty: 5345.638672
	Iteration 23Q: 3 clusters Score -6736674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6736699.000000 Penalty: 5345.638672
	Iteration 24Q: 3 clusters Score -6736699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6736712.000000 Penalty: 5345.638672
	Iteration 25Q: 3 clusters Score -6736712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6736719.500000 Penalty: 5345.638672
	Iteration 26Q: 3 clusters Score -6736720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6736727.000000 Penalty: 5345.638672
	Iteration 27Q: 3 clusters Score -6736727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47319 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6736743.000000 Penalty: 5345.638672
	Iteration 28Q: 3 clusters Score -6736743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6736757.000000 Penalty: 5345.638672
	Iteration 29Q: 3 clusters Score -6736757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6736762.000000 Penalty: 5345.638672
	Iteration 30Q: 3 clusters Score -6736762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6736769.000000 Penalty: 5345.638672
	Iteration 31Q: 3 clusters Score -6736769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6736772.000000 Penalty: 5345.638672
	Iteration 32Q: 3 clusters Score -6736772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6736777.500000 Penalty: 5345.638672
	Iteration 33Q: 3 clusters Score -6736778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6736778.500000 Penalty: 5345.638672
	Iteration 34Q: 3 clusters Score -6736778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6736775.000000 Penalty: 5345.638672
	Iteration 35Q: 3 clusters Score -6736775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6736780.000000 Penalty: 5345.638672
	Iteration 36Q: 3 clusters Score -6736780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6736792.000000 Penalty: 5345.638672
	Iteration 37Q: 3 clusters Score -6736792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6736791.000000 Penalty: 5345.638672
	Iteration 38Q: 3 clusters Score -6736791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6736794.000000 Penalty: 5345.638672
	Iteration 39Q: 3 clusters Score -6736794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6736796.000000 Penalty: 5345.638672
	Iteration 40F: 3 clusters Score -6736796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6736794.500000 Penalty: 5345.638672
	Iteration 41Q: 3 clusters Score -6736794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6736793.500000 Penalty: 5345.638672
	Iteration 42Q: 3 clusters Score -6736794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6736793.500000 Penalty: 5345.638672
	Iteration 43Q: 3 clusters Score -6736794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6736787.500000 Penalty: 5345.638672
	Iteration 44Q: 3 clusters Score -6736788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6736796.000000 Penalty: 5345.638672
	Iteration 45Q: 3 clusters Score -6736796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6736795.500000 Penalty: 5345.638672
	Iteration 46Q: 3 clusters Score -6736796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6736801.500000 Penalty: 5345.638672
	Iteration 47Q: 3 clusters Score -6736802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6736802.000000 Penalty: 5345.638672
	Iteration 48Q: 3 clusters Score -6736802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6736806.500000 Penalty: 5345.638672
	Iteration 49Q: 3 clusters Score -6736806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6736808.500000 Penalty: 5345.638672
	Iteration 50Q: 3 clusters Score -6736808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6736805.500000 Penalty: 5345.638672
	Iteration 51Q: 3 clusters Score -6736806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6736808.000000 Penalty: 5345.638672
	Iteration 52Q: 3 clusters Score -6736808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6736808.000000 Penalty: 5345.638672
	Iteration 53F: 3 clusters Score -6736808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -75832.312500 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -75832.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -74240.445312 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -74240.45 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -74479.023438 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -74479.02 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -74598.515625 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -74598.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -74716.718750 Penalty: 3176.172607
	Iteration 3F: 3 clusters Score -74716.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -74827.960938 Penalty: 3176.172607
	Iteration 4Q: 3 clusters Score -74827.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -74911.945312 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -74911.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -75020.320312 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -75020.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -75063.578125 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -75063.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -75092.382812 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -75092.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -75110.593750 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -75110.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -75128.460938 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -75128.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -75160.898438 Penalty: 3176.172607
	Iteration 11Q: 3 clusters Score -75160.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -75166.414062 Penalty: 3176.172607
	Iteration 12Q: 3 clusters Score -75166.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -75166.414062 Penalty: 3176.172607
	Iteration 13F: 3 clusters Score -75166.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Entering Unmasked Estep 
Score: -3541197.250000 Penalty: 2520.357422
	Iteration 0F: 2 clusters Score -3541197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -3523189.250000 Penalty: 5040.714844
	Iteration 0F: 3 clusters Score -3523189 nChanged 11604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -3529634.500000 Penalty: 5040.714844
	Iteration 1F: 3 clusters Score -3529634 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -3530358.000000 Penalty: 5040.714844
	Iteration 2F: 3 clusters Score -3530358 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -3531042.000000 Penalty: 5040.714844
	Iteration 3F: 3 clusters Score -3531042 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -3531810.750000 Penalty: 5040.714844
	Iteration 4F: 3 clusters Score -3531811 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -3532669.750000 Penalty: 5040.714844
	Iteration 5F: 3 clusters Score -3532670 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -3533547.500000 Penalty: 5040.714844
	Iteration 6F: 3 clusters Score -3533548 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -3534493.500000 Penalty: 5040.714844
	Iteration 7F: 3 clusters Score -3534494 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -3535398.750000 Penalty: 5040.714844
	Iteration 8F: 3 clusters Score -3535399 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -3536276.000000 Penalty: 5040.714844
	Iteration 9F: 3 clusters Score -3536276 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -3537010.750000 Penalty: 5040.714844
	Iteration 10Q: 3 clusters Score -3537011 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -3537635.250000 Penalty: 5040.714844
	Iteration 11Q: 3 clusters Score -3537635 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -3538068.000000 Penalty: 5040.714844
	Iteration 12Q: 3 clusters Score -3538068 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -3538407.250000 Penalty: 5040.714844
	Iteration 13Q: 3 clusters Score -3538407 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -3538667.250000 Penalty: 5040.714844
	Iteration 14Q: 3 clusters Score -3538667 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -3538862.250000 Penalty: 5040.714844
	Iteration 15Q: 3 clusters Score -3538862 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -3538986.750000 Penalty: 5040.714844
	Iteration 16Q: 3 clusters Score -3538987 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -3539070.750000 Penalty: 5040.714844
	Iteration 17Q: 3 clusters Score -3539071 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -3539152.000000 Penalty: 5040.714844
	Iteration 18Q: 3 clusters Score -3539152 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -3539185.000000 Penalty: 5040.714844
	Iteration 19Q: 3 clusters Score -3539185 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -3539213.000000 Penalty: 5040.714844
	Iteration 20F: 3 clusters Score -3539213 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -3539247.750000 Penalty: 5040.714844
	Iteration 21Q: 3 clusters Score -3539248 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -3539263.250000 Penalty: 5040.714844
	Iteration 22Q: 3 clusters Score -3539263 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -3539297.000000 Penalty: 5040.714844
	Iteration 23Q: 3 clusters Score -3539297 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -3539304.250000 Penalty: 5040.714844
	Iteration 24Q: 3 clusters Score -3539304 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -3539318.500000 Penalty: 5040.714844
	Iteration 25Q: 3 clusters Score -3539318 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -3539340.000000 Penalty: 5040.714844
	Iteration 26Q: 3 clusters Score -3539340 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -3539363.750000 Penalty: 5040.714844
	Iteration 27Q: 3 clusters Score -3539364 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3539382.500000 Penalty: 5040.714844
	Iteration 28Q: 3 clusters Score -3539382 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -3539406.750000 Penalty: 5040.714844
	Iteration 29Q: 3 clusters Score -3539407 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -3539427.000000 Penalty: 5040.714844
	Iteration 30Q: 3 clusters Score -3539427 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -3539439.000000 Penalty: 5040.714844
	Iteration 31Q: 3 clusters Score -3539439 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -3539476.750000 Penalty: 5040.714844
	Iteration 32Q: 3 clusters Score -3539477 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3539509.000000 Penalty: 5040.714844
	Iteration 33Q: 3 clusters Score -3539509 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -3539562.250000 Penalty: 5040.714844
	Iteration 34Q: 3 clusters Score -3539562 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -3539624.250000 Penalty: 5040.714844
	Iteration 35Q: 3 clusters Score -3539624 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -3539715.000000 Penalty: 5040.714844
	Iteration 36Q: 3 clusters Score -3539715 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -3539765.000000 Penalty: 5040.714844
	Iteration 37Q: 3 clusters Score -3539765 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -3539833.750000 Penalty: 5040.714844
	Iteration 38Q: 3 clusters Score -3539834 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -3539861.750000 Penalty: 5040.714844
	Iteration 39Q: 3 clusters Score -3539862 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -3539915.000000 Penalty: 5040.714844
	Iteration 40F: 3 clusters Score -3539915 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -3539965.250000 Penalty: 5040.714844
	Iteration 41Q: 3 clusters Score -3539965 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -3540008.250000 Penalty: 5040.714844
	Iteration 42Q: 3 clusters Score -3540008 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -3540055.750000 Penalty: 5040.714844
	Iteration 43Q: 3 clusters Score -3540056 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -3540081.250000 Penalty: 5040.714844
	Iteration 44Q: 3 clusters Score -3540081 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -3540125.500000 Penalty: 5040.714844
	Iteration 45Q: 3 clusters Score -3540126 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -3540165.750000 Penalty: 5040.714844
	Iteration 46Q: 3 clusters Score -3540166 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -3540194.750000 Penalty: 5040.714844
	Iteration 47Q: 3 clusters Score -3540195 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -3540239.750000 Penalty: 5040.714844
	Iteration 48Q: 3 clusters Score -3540240 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -3540300.750000 Penalty: 5040.714844
	Iteration 49Q: 3 clusters Score -3540301 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -3540348.250000 Penalty: 5040.714844
	Iteration 50Q: 3 clusters Score -3540348 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -3540410.000000 Penalty: 5040.714844
	Iteration 51Q: 3 clusters Score -3540410 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -3540471.750000 Penalty: 5040.714844
	Iteration 52Q: 3 clusters Score -3540472 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -3540540.750000 Penalty: 5040.714844
	Iteration 53Q: 3 clusters Score -3540541 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -3540634.250000 Penalty: 5040.714844
	Iteration 54Q: 3 clusters Score -3540634 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -3540701.500000 Penalty: 5040.714844
	Iteration 55Q: 3 clusters Score -3540702 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -3540762.750000 Penalty: 5040.714844
	Iteration 56Q: 3 clusters Score -3540763 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -3540815.750000 Penalty: 5040.714844
	Iteration 57Q: 3 clusters Score -3540816 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -3540845.500000 Penalty: 5040.714844
	Iteration 58Q: 3 clusters Score -3540846 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -3540872.250000 Penalty: 5040.714844
	Iteration 59Q: 3 clusters Score -3540872 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -3540896.000000 Penalty: 5040.714844
	Iteration 60F: 3 clusters Score -3540896 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -3540916.500000 Penalty: 5040.714844
	Iteration 61Q: 3 clusters Score -3540916 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -3540948.000000 Penalty: 5040.714844
	Iteration 62Q: 3 clusters Score -3540948 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -3540957.750000 Penalty: 5040.714844
	Iteration 63Q: 3 clusters Score -3540958 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -3540977.250000 Penalty: 5040.714844
	Iteration 64Q: 3 clusters Score -3540977 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -3540996.000000 Penalty: 5040.714844
	Iteration 65Q: 3 clusters Score -3540996 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -3541000.250000 Penalty: 5040.714844
	Iteration 66Q: 3 clusters Score -3541000 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -3541019.750000 Penalty: 5040.714844
	Iteration 67Q: 3 clusters Score -3541020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -3541023.500000 Penalty: 5040.714844
	Iteration 68Q: 3 clusters Score -3541024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -3541032.750000 Penalty: 5040.714844
	Iteration 69Q: 3 clusters Score -3541033 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -3541044.750000 Penalty: 5040.714844
	Iteration 70Q: 3 clusters Score -3541045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -3541047.250000 Penalty: 5040.714844
	Iteration 71Q: 3 clusters Score -3541047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -3541043.500000 Penalty: 5040.714844
	Iteration 72Q: 3 clusters Score -3541044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -3541051.000000 Penalty: 5040.714844
	Iteration 73Q: 3 clusters Score -3541051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -3541048.750000 Penalty: 5040.714844
	Iteration 74Q: 3 clusters Score -3541049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -3541046.500000 Penalty: 5040.714844
	Iteration 75Q: 3 clusters Score -3541046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -3541051.250000 Penalty: 5040.714844
	Iteration 76Q: 3 clusters Score -3541051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -3541053.750000 Penalty: 5040.714844
	Iteration 77Q: 3 clusters Score -3541054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -3541052.000000 Penalty: 5040.714844
	Iteration 78Q: 3 clusters Score -3541052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -3541049.000000 Penalty: 5040.714844
	Iteration 79Q: 3 clusters Score -3541049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -3541053.500000 Penalty: 5040.714844
	Iteration 80F: 3 clusters Score -3541054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -3541052.500000 Penalty: 5040.714844
	Iteration 81Q: 3 clusters Score -3541052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -3541055.250000 Penalty: 5040.714844
	Iteration 82Q: 3 clusters Score -3541055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -3541052.000000 Penalty: 5040.714844
	Iteration 83Q: 3 clusters Score -3541052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -3541052.750000 Penalty: 5040.714844
	Iteration 84Q: 3 clusters Score -3541053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -3541048.000000 Penalty: 5040.714844
	Iteration 85Q: 3 clusters Score -3541048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -3541048.000000 Penalty: 5040.714844
	Iteration 86Q: 3 clusters Score -3541048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -3541046.500000 Penalty: 5040.714844
	Iteration 87Q: 3 clusters Score -3541046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -3541051.750000 Penalty: 5040.714844
	Iteration 88Q: 3 clusters Score -3541052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -3541051.750000 Penalty: 5040.714844
	Iteration 89Q: 3 clusters Score -3541052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -3541050.750000 Penalty: 5040.714844
	Iteration 90Q: 3 clusters Score -3541051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -3541048.000000 Penalty: 5040.714844
	Iteration 91Q: 3 clusters Score -3541048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -3541048.000000 Penalty: 5040.714844
	Iteration 92F: 3 clusters Score -3541048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (124796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124796 members 
Entering Unmasked Estep 
Score: -17481786.000000 Penalty: 2910.140137
	Iteration 0F: 2 clusters Score -1.748179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62106 members 
Mstep: Class 2 contains 62690 members 
Entering Unmasked Estep 
Score: -17400174.000000 Penalty: 5820.280273
	Iteration 0F: 3 clusters Score -1.740017e+07 nChanged 59054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 67054 members 
Entering Unmasked Estep 
Score: -17434938.000000 Penalty: 5820.280273
	Iteration 1F: 3 clusters Score -1.743494e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54844 members 
Mstep: Class 2 contains 69952 members 
Entering Unmasked Estep 
Score: -17436498.000000 Penalty: 5820.280273
	Iteration 2Q: 3 clusters Score -1.74365e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 74288 members 
Entering Unmasked Estep 
Score: -17438880.000000 Penalty: 5820.280273
	Iteration 3Q: 3 clusters Score -1.743888e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 80413 members 
Entering Unmasked Estep 
Score: -17442526.000000 Penalty: 5820.280273
	Iteration 4F: 3 clusters Score -1.744253e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 88561 members 
Entering Unmasked Estep 
Score: -17448332.000000 Penalty: 5820.280273
	Iteration 5F: 3 clusters Score -1.744833e+07 nChanged 9868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 98169 members 
Entering Unmasked Estep 
Score: -17456582.000000 Penalty: 5820.280273
	Iteration 6F: 3 clusters Score -1.745658e+07 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 107765 members 
Entering Unmasked Estep 
Score: -17465694.000000 Penalty: 5820.280273
	Iteration 7F: 3 clusters Score -1.746569e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 115730 members 
Entering Unmasked Estep 
Score: -17472908.000000 Penalty: 5820.280273
	Iteration 8F: 3 clusters Score -1.747291e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 120709 members 
Entering Unmasked Estep 
Score: -17476680.000000 Penalty: 5820.280273
	Iteration 9Q: 3 clusters Score -1.747668e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 123187 members 
Entering Unmasked Estep 
Score: -17478276.000000 Penalty: 5820.280273
	Iteration 10Q: 3 clusters Score -1.747828e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 124102 members 
Entering Unmasked Estep 
Score: -17478862.000000 Penalty: 5820.280273
	Iteration 11Q: 3 clusters Score -1.747886e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 124365 members 
Entering Unmasked Estep 
Score: -17479032.000000 Penalty: 5820.280273
	Iteration 12Q: 3 clusters Score -1.747903e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 124451 members 
Entering Unmasked Estep 
Score: -17479056.000000 Penalty: 5820.280273
	Iteration 13Q: 3 clusters Score -1.747906e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 124483 members 
Entering Unmasked Estep 
Score: -17479108.000000 Penalty: 5820.280273
	Iteration 14Q: 3 clusters Score -1.747911e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 124508 members 
Entering Unmasked Estep 
Score: -17479152.000000 Penalty: 5820.280273
	Iteration 15Q: 3 clusters Score -1.747915e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 124521 members 
Entering Unmasked Estep 
Score: -17479182.000000 Penalty: 5820.280273
	Iteration 16Q: 3 clusters Score -1.747918e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 124532 members 
Entering Unmasked Estep 
Score: -17479202.000000 Penalty: 5820.280273
	Iteration 17Q: 3 clusters Score -1.74792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 124538 members 
Entering Unmasked Estep 
Score: -17479222.000000 Penalty: 5820.280273
	Iteration 18Q: 3 clusters Score -1.747922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 124546 members 
Entering Unmasked Estep 
Score: -17479232.000000 Penalty: 5820.280273
	Iteration 19Q: 3 clusters Score -1.747923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 124549 members 
Entering Unmasked Estep 
Score: -17479246.000000 Penalty: 5820.280273
	Iteration 20F: 3 clusters Score -1.747925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 124554 members 
Entering Unmasked Estep 
Score: -17479254.000000 Penalty: 5820.280273
	Iteration 21Q: 3 clusters Score -1.747925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 124554 members 
Entering Unmasked Estep 
Score: -17479260.000000 Penalty: 5820.280273
	Iteration 22Q: 3 clusters Score -1.747926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 124557 members 
Entering Unmasked Estep 
Score: -17479262.000000 Penalty: 5820.280273
	Iteration 23Q: 3 clusters Score -1.747926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 124557 members 
Entering Unmasked Estep 
Score: -17479262.000000 Penalty: 5820.280273
	Iteration 24Q: 3 clusters Score -1.747926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 124559 members 
Entering Unmasked Estep 
Score: -17479272.000000 Penalty: 5820.280273
	Iteration 25Q: 3 clusters Score -1.747927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 124563 members 
Entering Unmasked Estep 
Score: -17479278.000000 Penalty: 5820.280273
	Iteration 26Q: 3 clusters Score -1.747928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 124562 members 
Entering Unmasked Estep 
Score: -17479280.000000 Penalty: 5820.280273
	Iteration 27Q: 3 clusters Score -1.747928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 124563 members 
Entering Unmasked Estep 
Score: -17479282.000000 Penalty: 5820.280273
	Iteration 28Q: 3 clusters Score -1.747928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 124563 members 
Entering Unmasked Estep 
Score: -17479282.000000 Penalty: 5820.280273
	Iteration 29F: 3 clusters Score -1.747928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Entering Unmasked Estep 
Score: -996488.625000 Penalty: 2209.925781
	Iteration 0F: 2 clusters Score -996488.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -990476.500000 Penalty: 4419.851562
	Iteration 0F: 3 clusters Score -990476.5 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -992175.000000 Penalty: 4419.851562
	Iteration 1F: 3 clusters Score -992175 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -992552.375000 Penalty: 4419.851562
	Iteration 2F: 3 clusters Score -992552.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -992959.437500 Penalty: 4419.851562
	Iteration 3F: 3 clusters Score -992959.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -993536.000000 Penalty: 4419.851562
	Iteration 4F: 3 clusters Score -993536 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -994060.562500 Penalty: 4419.851562
	Iteration 5F: 3 clusters Score -994060.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -994587.625000 Penalty: 4419.851562
	Iteration 6F: 3 clusters Score -994587.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -995203.250000 Penalty: 4419.851562
	Iteration 7F: 3 clusters Score -995203.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -995783.062500 Penalty: 4419.851562
	Iteration 8F: 3 clusters Score -995783.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -996240.875000 Penalty: 4419.851562
	Iteration 9Q: 3 clusters Score -996240.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -996455.375000 Penalty: 4419.851562
	Iteration 10Q: 3 clusters Score -996455.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -996541.750000 Penalty: 4419.851562
	Iteration 11Q: 3 clusters Score -996541.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -996572.687500 Penalty: 4419.851562
	Iteration 12Q: 3 clusters Score -996572.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -996585.437500 Penalty: 4419.851562
	Iteration 13Q: 3 clusters Score -996585.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -996592.125000 Penalty: 4419.851562
	Iteration 14Q: 3 clusters Score -996592.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -996598.250000 Penalty: 4419.851562
	Iteration 15Q: 3 clusters Score -996598.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -996599.250000 Penalty: 4419.851562
	Iteration 16Q: 3 clusters Score -996599.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -996598.812500 Penalty: 4419.851562
	Iteration 17Q: 3 clusters Score -996598.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -996600.750000 Penalty: 4419.851562
	Iteration 18Q: 3 clusters Score -996600.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -996599.812500 Penalty: 4419.851562
	Iteration 19Q: 3 clusters Score -996599.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -996601.812500 Penalty: 4419.851562
	Iteration 20F: 3 clusters Score -996601.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -996601.500000 Penalty: 4419.851562
	Iteration 21Q: 3 clusters Score -996601.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -996600.375000 Penalty: 4419.851562
	Iteration 22Q: 3 clusters Score -996600.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -996600.375000 Penalty: 4419.851562
	Iteration 23F: 3 clusters Score -996600.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 141953 members 
Mstep: Class 4 contains 7610 members 
Mstep: Class 5 contains 56840 members 
Mstep: Class 6 contains 31899 members 
Mstep: Class 7 contains 43224 members 
Mstep: Class 8 contains 17588 members 
Mstep: Class 9 contains 137127 members 
Mstep: Class 10 contains 8472 members 
Mstep: Class 11 contains 22358 members 
Mstep: Class 12 contains 47930 members 
Mstep: Class 13 contains 604 members 
Mstep: Class 14 contains 25919 members 
Mstep: Class 15 contains 124796 members 
Mstep: Class 16 contains 4849 members 
Mstep: Class 17 contains 5464 members 
Mstep: Class 18 contains 7534 members 
Mstep: Class 19 contains 42483 members 
Mstep: Class 20 contains 126654 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31826 members 
Mstep: Class 23 contains 5930 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43813 members 
Mstep: Class 26 contains 6565 members 
Mstep: Class 27 contains 5829 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65862 members 
Mstep: Class 30 contains 1360 members 
Mstep: Class 31 contains 9939 members 
Mstep: Class 32 contains 1262 members 
Mstep: Class 33 contains 2564 members 
Entering Unmasked Estep 
Score: -142955056.000000 Penalty: 113492.750000
Splitting cluster 16 changes total score from -142956800.000000 to -142955056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (5464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Entering Unmasked Estep 
Score: -747714.062500 Penalty: 2134.272217
	Iteration 0F: 2 clusters Score -747714.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -742916.562500 Penalty: 4268.544434
	Iteration 0F: 3 clusters Score -742916.6 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -744151.000000 Penalty: 4268.544434
	Iteration 1F: 3 clusters Score -744151 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -744413.937500 Penalty: 4268.544434
	Iteration 2F: 3 clusters Score -744413.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -744582.875000 Penalty: 4268.544434
	Iteration 3F: 3 clusters Score -744582.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -744698.062500 Penalty: 4268.544434
	Iteration 4Q: 3 clusters Score -744698.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -744782.500000 Penalty: 4268.544434
	Iteration 5Q: 3 clusters Score -744782.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -744856.375000 Penalty: 4268.544434
	Iteration 6Q: 3 clusters Score -744856.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -744924.312500 Penalty: 4268.544434
	Iteration 7Q: 3 clusters Score -744924.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -744991.312500 Penalty: 4268.544434
	Iteration 8Q: 3 clusters Score -744991.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -745064.625000 Penalty: 4268.544434
	Iteration 9Q: 3 clusters Score -745064.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -745161.250000 Penalty: 4268.544434
	Iteration 10Q: 3 clusters Score -745161.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -745247.500000 Penalty: 4268.544434
	Iteration 11Q: 3 clusters Score -745247.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -745344.437500 Penalty: 4268.544434
	Iteration 12Q: 3 clusters Score -745344.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -745451.375000 Penalty: 4268.544434
	Iteration 13Q: 3 clusters Score -745451.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -745558.125000 Penalty: 4268.544434
	Iteration 14Q: 3 clusters Score -745558.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -745660.000000 Penalty: 4268.544434
	Iteration 15Q: 3 clusters Score -745660 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -745795.625000 Penalty: 4268.544434
	Iteration 16Q: 3 clusters Score -745795.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -745929.750000 Penalty: 4268.544434
	Iteration 17Q: 3 clusters Score -745929.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -746096.000000 Penalty: 4268.544434
	Iteration 18Q: 3 clusters Score -746096 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -746271.187500 Penalty: 4268.544434
	Iteration 19Q: 3 clusters Score -746271.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -746387.375000 Penalty: 4268.544434
	Iteration 20F: 3 clusters Score -746387.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -746471.000000 Penalty: 4268.544434
	Iteration 21Q: 3 clusters Score -746471 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -746515.125000 Penalty: 4268.544434
	Iteration 22Q: 3 clusters Score -746515.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -746541.875000 Penalty: 4268.544434
	Iteration 23Q: 3 clusters Score -746541.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -746557.437500 Penalty: 4268.544434
	Iteration 24Q: 3 clusters Score -746557.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -746564.937500 Penalty: 4268.544434
	Iteration 25Q: 3 clusters Score -746564.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -746574.000000 Penalty: 4268.544434
	Iteration 26Q: 3 clusters Score -746574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -746581.437500 Penalty: 4268.544434
	Iteration 27Q: 3 clusters Score -746581.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -746583.937500 Penalty: 4268.544434
	Iteration 28Q: 3 clusters Score -746583.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -746584.562500 Penalty: 4268.544434
	Iteration 29Q: 3 clusters Score -746584.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -746585.125000 Penalty: 4268.544434
	Iteration 30Q: 3 clusters Score -746585.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -746584.687500 Penalty: 4268.544434
	Iteration 31Q: 3 clusters Score -746584.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -746585.562500 Penalty: 4268.544434
	Iteration 32Q: 3 clusters Score -746585.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -746585.562500 Penalty: 4268.544434
	Iteration 33F: 3 clusters Score -746585.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Entering Unmasked Estep 
Score: -1032886.937500 Penalty: 2213.940918
	Iteration 0F: 2 clusters Score -1032887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1026774.062500 Penalty: 4427.881836
	Iteration 0F: 3 clusters Score -1026774 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1028368.250000 Penalty: 4427.881836
	Iteration 1F: 3 clusters Score -1028368 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1028619.562500 Penalty: 4427.881836
	Iteration 2F: 3 clusters Score -1028620 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1028786.625000 Penalty: 4427.881836
	Iteration 3Q: 3 clusters Score -1028787 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1028905.562500 Penalty: 4427.881836
	Iteration 4Q: 3 clusters Score -1028906 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1029000.937500 Penalty: 4427.881836
	Iteration 5Q: 3 clusters Score -1029001 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1029067.500000 Penalty: 4427.881836
	Iteration 6Q: 3 clusters Score -1029068 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1029137.187500 Penalty: 4427.881836
	Iteration 7Q: 3 clusters Score -1029137 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1029212.750000 Penalty: 4427.881836
	Iteration 8Q: 3 clusters Score -1029213 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1029286.250000 Penalty: 4427.881836
	Iteration 9Q: 3 clusters Score -1029286 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1029362.375000 Penalty: 4427.881836
	Iteration 10Q: 3 clusters Score -1029362 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1029434.625000 Penalty: 4427.881836
	Iteration 11Q: 3 clusters Score -1029435 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1029517.562500 Penalty: 4427.881836
	Iteration 12Q: 3 clusters Score -1029518 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1029607.687500 Penalty: 4427.881836
	Iteration 13Q: 3 clusters Score -1029608 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1029711.000000 Penalty: 4427.881836
	Iteration 14Q: 3 clusters Score -1029711 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1029839.000000 Penalty: 4427.881836
	Iteration 15Q: 3 clusters Score -1029839 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1029977.750000 Penalty: 4427.881836
	Iteration 16Q: 3 clusters Score -1029978 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1030119.437500 Penalty: 4427.881836
	Iteration 17Q: 3 clusters Score -1030119 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1030242.437500 Penalty: 4427.881836
	Iteration 18Q: 3 clusters Score -1030242 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1030355.312500 Penalty: 4427.881836
	Iteration 19Q: 3 clusters Score -1030355 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1030466.000000 Penalty: 4427.881836
	Iteration 20F: 3 clusters Score -1030466 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1030555.062500 Penalty: 4427.881836
	Iteration 21Q: 3 clusters Score -1030555 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1030629.250000 Penalty: 4427.881836
	Iteration 22Q: 3 clusters Score -1030629 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1030685.687500 Penalty: 4427.881836
	Iteration 23Q: 3 clusters Score -1030686 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1030731.687500 Penalty: 4427.881836
	Iteration 24Q: 3 clusters Score -1030732 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1030776.250000 Penalty: 4427.881836
	Iteration 25Q: 3 clusters Score -1030776 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1030806.187500 Penalty: 4427.881836
	Iteration 26Q: 3 clusters Score -1030806 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1030839.312500 Penalty: 4427.881836
	Iteration 27Q: 3 clusters Score -1030839 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1030865.250000 Penalty: 4427.881836
	Iteration 28Q: 3 clusters Score -1030865 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1030891.562500 Penalty: 4427.881836
	Iteration 29Q: 3 clusters Score -1030892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1030917.812500 Penalty: 4427.881836
	Iteration 30Q: 3 clusters Score -1030918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1030937.937500 Penalty: 4427.881836
	Iteration 31Q: 3 clusters Score -1030938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1030948.937500 Penalty: 4427.881836
	Iteration 32Q: 3 clusters Score -1030949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1030958.437500 Penalty: 4427.881836
	Iteration 33Q: 3 clusters Score -1030958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1030970.312500 Penalty: 4427.881836
	Iteration 34Q: 3 clusters Score -1030970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1030981.000000 Penalty: 4427.881836
	Iteration 35Q: 3 clusters Score -1030981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1030990.312500 Penalty: 4427.881836
	Iteration 36Q: 3 clusters Score -1030990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1031000.562500 Penalty: 4427.881836
	Iteration 37Q: 3 clusters Score -1031001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1031011.687500 Penalty: 4427.881836
	Iteration 38Q: 3 clusters Score -1031012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1031025.625000 Penalty: 4427.881836
	Iteration 39Q: 3 clusters Score -1031026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1031036.250000 Penalty: 4427.881836
	Iteration 40F: 3 clusters Score -1031036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1031043.812500 Penalty: 4427.881836
	Iteration 41Q: 3 clusters Score -1031044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1031049.375000 Penalty: 4427.881836
	Iteration 42Q: 3 clusters Score -1031049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1031054.500000 Penalty: 4427.881836
	Iteration 43Q: 3 clusters Score -1031054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1031057.062500 Penalty: 4427.881836
	Iteration 44Q: 3 clusters Score -1031057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1031061.750000 Penalty: 4427.881836
	Iteration 45Q: 3 clusters Score -1031062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1031064.625000 Penalty: 4427.881836
	Iteration 46Q: 3 clusters Score -1031065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1031066.875000 Penalty: 4427.881836
	Iteration 47Q: 3 clusters Score -1031067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1031066.812500 Penalty: 4427.881836
	Iteration 48Q: 3 clusters Score -1031067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1031066.812500 Penalty: 4427.881836
	Iteration 49F: 3 clusters Score -1031067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (42483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Entering Unmasked Estep 
Score: -5860074.000000 Penalty: 2642.901123
	Iteration 0F: 2 clusters Score -5860074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -5831644.000000 Penalty: 5285.802246
	Iteration 0F: 3 clusters Score -5831644 nChanged 19443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -5842274.000000 Penalty: 5285.802246
	Iteration 1F: 3 clusters Score -5842274 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -5842901.500000 Penalty: 5285.802246
	Iteration 2Q: 3 clusters Score -5842902 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -5843621.000000 Penalty: 5285.802246
	Iteration 3Q: 3 clusters Score -5843621 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -5844522.500000 Penalty: 5285.802246
	Iteration 4Q: 3 clusters Score -5844522 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -5845690.500000 Penalty: 5285.802246
	Iteration 5F: 3 clusters Score -5845690 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -5847271.000000 Penalty: 5285.802246
	Iteration 6F: 3 clusters Score -5847271 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -5849208.000000 Penalty: 5285.802246
	Iteration 7F: 3 clusters Score -5849208 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -5851308.500000 Penalty: 5285.802246
	Iteration 8F: 3 clusters Score -5851308 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -5853091.000000 Penalty: 5285.802246
	Iteration 9F: 3 clusters Score -5853091 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -5854407.000000 Penalty: 5285.802246
	Iteration 10Q: 3 clusters Score -5854407 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -5855466.500000 Penalty: 5285.802246
	Iteration 11Q: 3 clusters Score -5855466 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -5856143.500000 Penalty: 5285.802246
	Iteration 12Q: 3 clusters Score -5856144 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -5856678.000000 Penalty: 5285.802246
	Iteration 13Q: 3 clusters Score -5856678 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -5857052.000000 Penalty: 5285.802246
	Iteration 14Q: 3 clusters Score -5857052 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -5857282.000000 Penalty: 5285.802246
	Iteration 15Q: 3 clusters Score -5857282 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -5857470.000000 Penalty: 5285.802246
	Iteration 16Q: 3 clusters Score -5857470 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -5857551.500000 Penalty: 5285.802246
	Iteration 17Q: 3 clusters Score -5857552 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -5857627.500000 Penalty: 5285.802246
	Iteration 18Q: 3 clusters Score -5857628 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -5857681.500000 Penalty: 5285.802246
	Iteration 19Q: 3 clusters Score -5857682 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -5857724.500000 Penalty: 5285.802246
	Iteration 20F: 3 clusters Score -5857724 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -5857775.000000 Penalty: 5285.802246
	Iteration 21Q: 3 clusters Score -5857775 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -5857791.000000 Penalty: 5285.802246
	Iteration 22Q: 3 clusters Score -5857791 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -5857836.500000 Penalty: 5285.802246
	Iteration 23Q: 3 clusters Score -5857836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -5857860.500000 Penalty: 5285.802246
	Iteration 24Q: 3 clusters Score -5857860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -5857869.500000 Penalty: 5285.802246
	Iteration 25Q: 3 clusters Score -5857870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -5857889.500000 Penalty: 5285.802246
	Iteration 26Q: 3 clusters Score -5857890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -5857903.500000 Penalty: 5285.802246
	Iteration 27Q: 3 clusters Score -5857904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -5857922.000000 Penalty: 5285.802246
	Iteration 28Q: 3 clusters Score -5857922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -5857937.000000 Penalty: 5285.802246
	Iteration 29Q: 3 clusters Score -5857937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -5857928.500000 Penalty: 5285.802246
	Iteration 30Q: 3 clusters Score -5857928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -5857937.000000 Penalty: 5285.802246
	Iteration 31Q: 3 clusters Score -5857937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -5857939.500000 Penalty: 5285.802246
	Iteration 32Q: 3 clusters Score -5857940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -5857940.500000 Penalty: 5285.802246
	Iteration 33Q: 3 clusters Score -5857940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -5857953.000000 Penalty: 5285.802246
	Iteration 34Q: 3 clusters Score -5857953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -5857952.500000 Penalty: 5285.802246
	Iteration 35Q: 3 clusters Score -5857952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -5857952.500000 Penalty: 5285.802246
	Iteration 36F: 3 clusters Score -5857952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (126654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126654 members 
Entering Unmasked Estep 
Score: -17519554.000000 Penalty: 2913.805176
	Iteration 0F: 2 clusters Score -1.751955e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63220 members 
Mstep: Class 2 contains 63434 members 
Entering Unmasked Estep 
Score: -17435298.000000 Penalty: 5827.610352
	Iteration 0F: 3 clusters Score -1.74353e+07 nChanged 60294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 66130 members 
Entering Unmasked Estep 
Score: -17470078.000000 Penalty: 5827.610352
	Iteration 1F: 3 clusters Score -1.747008e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58823 members 
Mstep: Class 2 contains 67831 members 
Entering Unmasked Estep 
Score: -17471176.000000 Penalty: 5827.610352
	Iteration 2Q: 3 clusters Score -1.747118e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56365 members 
Mstep: Class 2 contains 70289 members 
Entering Unmasked Estep 
Score: -17472554.000000 Penalty: 5827.610352
	Iteration 3Q: 3 clusters Score -1.747255e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 73891 members 
Entering Unmasked Estep 
Score: -17474784.000000 Penalty: 5827.610352
	Iteration 4Q: 3 clusters Score -1.747478e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 78793 members 
Entering Unmasked Estep 
Score: -17478280.000000 Penalty: 5827.610352
	Iteration 5F: 3 clusters Score -1.747828e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 85177 members 
Entering Unmasked Estep 
Score: -17483518.000000 Penalty: 5827.610352
	Iteration 6F: 3 clusters Score -1.748352e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 92750 members 
Entering Unmasked Estep 
Score: -17490230.000000 Penalty: 5827.610352
	Iteration 7F: 3 clusters Score -1.749023e+07 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 100491 members 
Entering Unmasked Estep 
Score: -17497728.000000 Penalty: 5827.610352
	Iteration 8F: 3 clusters Score -1.749773e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 106931 members 
Entering Unmasked Estep 
Score: -17504202.000000 Penalty: 5827.610352
	Iteration 9F: 3 clusters Score -1.75042e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 111465 members 
Entering Unmasked Estep 
Score: -17508778.000000 Penalty: 5827.610352
	Iteration 10Q: 3 clusters Score -1.750878e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 114428 members 
Entering Unmasked Estep 
Score: -17511676.000000 Penalty: 5827.610352
	Iteration 11Q: 3 clusters Score -1.751168e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 116438 members 
Entering Unmasked Estep 
Score: -17513474.000000 Penalty: 5827.610352
	Iteration 12Q: 3 clusters Score -1.751347e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 117881 members 
Entering Unmasked Estep 
Score: -17514508.000000 Penalty: 5827.610352
	Iteration 13Q: 3 clusters Score -1.751451e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 119004 members 
Entering Unmasked Estep 
Score: -17515212.000000 Penalty: 5827.610352
	Iteration 14Q: 3 clusters Score -1.751521e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 119855 members 
Entering Unmasked Estep 
Score: -17515746.000000 Penalty: 5827.610352
	Iteration 15Q: 3 clusters Score -1.751575e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 120567 members 
Entering Unmasked Estep 
Score: -17516100.000000 Penalty: 5827.610352
	Iteration 16Q: 3 clusters Score -1.75161e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 121141 members 
Entering Unmasked Estep 
Score: -17516368.000000 Penalty: 5827.610352
	Iteration 17Q: 3 clusters Score -1.751637e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 121638 members 
Entering Unmasked Estep 
Score: -17516638.000000 Penalty: 5827.610352
	Iteration 18Q: 3 clusters Score -1.751664e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 122072 members 
Entering Unmasked Estep 
Score: -17516832.000000 Penalty: 5827.610352
	Iteration 19Q: 3 clusters Score -1.751683e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 122448 members 
Entering Unmasked Estep 
Score: -17516958.000000 Penalty: 5827.610352
	Iteration 20F: 3 clusters Score -1.751696e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 122753 members 
Entering Unmasked Estep 
Score: -17517008.000000 Penalty: 5827.610352
	Iteration 21Q: 3 clusters Score -1.751701e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 123005 members 
Entering Unmasked Estep 
Score: -17517126.000000 Penalty: 5827.610352
	Iteration 22Q: 3 clusters Score -1.751713e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 123205 members 
Entering Unmasked Estep 
Score: -17517170.000000 Penalty: 5827.610352
	Iteration 23Q: 3 clusters Score -1.751717e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 123385 members 
Entering Unmasked Estep 
Score: -17517158.000000 Penalty: 5827.610352
	Iteration 24Q: 3 clusters Score -1.751716e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 123527 members 
Entering Unmasked Estep 
Score: -17517186.000000 Penalty: 5827.610352
	Iteration 25Q: 3 clusters Score -1.751719e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 123652 members 
Entering Unmasked Estep 
Score: -17517192.000000 Penalty: 5827.610352
	Iteration 26Q: 3 clusters Score -1.751719e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 123748 members 
Entering Unmasked Estep 
Score: -17517186.000000 Penalty: 5827.610352
	Iteration 27Q: 3 clusters Score -1.751719e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 123828 members 
Entering Unmasked Estep 
Score: -17517182.000000 Penalty: 5827.610352
	Iteration 28Q: 3 clusters Score -1.751718e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 123900 members 
Entering Unmasked Estep 
Score: -17517196.000000 Penalty: 5827.610352
	Iteration 29Q: 3 clusters Score -1.75172e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 123966 members 
Entering Unmasked Estep 
Score: -17517196.000000 Penalty: 5827.610352
	Iteration 30Q: 3 clusters Score -1.75172e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 124029 members 
Entering Unmasked Estep 
Score: -17517190.000000 Penalty: 5827.610352
	Iteration 31Q: 3 clusters Score -1.751719e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 124082 members 
Entering Unmasked Estep 
Score: -17517178.000000 Penalty: 5827.610352
	Iteration 32Q: 3 clusters Score -1.751718e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 124126 members 
Entering Unmasked Estep 
Score: -17517190.000000 Penalty: 5827.610352
	Iteration 33Q: 3 clusters Score -1.751719e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 124168 members 
Entering Unmasked Estep 
Score: -17517202.000000 Penalty: 5827.610352
	Iteration 34Q: 3 clusters Score -1.75172e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 124199 members 
Entering Unmasked Estep 
Score: -17517216.000000 Penalty: 5827.610352
	Iteration 35Q: 3 clusters Score -1.751722e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 124227 members 
Entering Unmasked Estep 
Score: -17517206.000000 Penalty: 5827.610352
	Iteration 36Q: 3 clusters Score -1.751721e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 124260 members 
Entering Unmasked Estep 
Score: -17517196.000000 Penalty: 5827.610352
	Iteration 37Q: 3 clusters Score -1.75172e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 124295 members 
Entering Unmasked Estep 
Score: -17517196.000000 Penalty: 5827.610352
	Iteration 38Q: 3 clusters Score -1.75172e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 124320 members 
Entering Unmasked Estep 
Score: -17517194.000000 Penalty: 5827.610352
	Iteration 39Q: 3 clusters Score -1.751719e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 124344 members 
Entering Unmasked Estep 
Score: -17517206.000000 Penalty: 5827.610352
	Iteration 40F: 3 clusters Score -1.751721e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 124369 members 
Entering Unmasked Estep 
Score: -17517204.000000 Penalty: 5827.610352
	Iteration 41Q: 3 clusters Score -1.75172e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 124392 members 
Entering Unmasked Estep 
Score: -17517212.000000 Penalty: 5827.610352
	Iteration 42Q: 3 clusters Score -1.751721e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 124413 members 
Entering Unmasked Estep 
Score: -17517216.000000 Penalty: 5827.610352
	Iteration 43Q: 3 clusters Score -1.751722e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 124432 members 
Entering Unmasked Estep 
Score: -17517238.000000 Penalty: 5827.610352
	Iteration 44Q: 3 clusters Score -1.751724e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 124456 members 
Entering Unmasked Estep 
Score: -17517254.000000 Penalty: 5827.610352
	Iteration 45Q: 3 clusters Score -1.751725e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 124481 members 
Entering Unmasked Estep 
Score: -17517258.000000 Penalty: 5827.610352
	Iteration 46Q: 3 clusters Score -1.751726e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 124502 members 
Entering Unmasked Estep 
Score: -17517282.000000 Penalty: 5827.610352
	Iteration 47Q: 3 clusters Score -1.751728e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 124521 members 
Entering Unmasked Estep 
Score: -17517296.000000 Penalty: 5827.610352
	Iteration 48Q: 3 clusters Score -1.75173e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 124541 members 
Entering Unmasked Estep 
Score: -17517290.000000 Penalty: 5827.610352
	Iteration 49Q: 3 clusters Score -1.751729e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 124572 members 
Entering Unmasked Estep 
Score: -17517278.000000 Penalty: 5827.610352
	Iteration 50Q: 3 clusters Score -1.751728e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 124596 members 
Entering Unmasked Estep 
Score: -17517282.000000 Penalty: 5827.610352
	Iteration 51Q: 3 clusters Score -1.751728e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 124616 members 
Entering Unmasked Estep 
Score: -17517300.000000 Penalty: 5827.610352
	Iteration 52Q: 3 clusters Score -1.75173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 124628 members 
Entering Unmasked Estep 
Score: -17517300.000000 Penalty: 5827.610352
	Iteration 53Q: 3 clusters Score -1.75173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 124635 members 
Entering Unmasked Estep 
Score: -17517290.000000 Penalty: 5827.610352
	Iteration 54Q: 3 clusters Score -1.751729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 124644 members 
Entering Unmasked Estep 
Score: -17517300.000000 Penalty: 5827.610352
	Iteration 55Q: 3 clusters Score -1.75173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 124652 members 
Entering Unmasked Estep 
Score: -17517298.000000 Penalty: 5827.610352
	Iteration 56Q: 3 clusters Score -1.75173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 124659 members 
Entering Unmasked Estep 
Score: -17517290.000000 Penalty: 5827.610352
	Iteration 57Q: 3 clusters Score -1.751729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 124662 members 
Entering Unmasked Estep 
Score: -17517286.000000 Penalty: 5827.610352
	Iteration 58Q: 3 clusters Score -1.751729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 124664 members 
Entering Unmasked Estep 
Score: -17517284.000000 Penalty: 5827.610352
	Iteration 59Q: 3 clusters Score -1.751728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 124665 members 
Entering Unmasked Estep 
Score: -17517284.000000 Penalty: 5827.610352
	Iteration 60F: 3 clusters Score -1.751728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -76979.851562 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -76979.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -75333.656250 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -75333.66 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -75600.976562 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -75600.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75730.273438 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -75730.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -75822.453125 Penalty: 3194.709473
	Iteration 3F: 3 clusters Score -75822.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -75919.531250 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -75919.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -76085.828125 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -76085.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -76324.617188 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -76324.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -76886.960938 Penalty: 3194.709473
	Iteration 7F: 3 clusters Score -76886.96 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -77158.445312 Penalty: 3194.709473
	Iteration 8F: 3 clusters Score -77158.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -77400.593750 Penalty: 3194.709473
	Iteration 9F: 3 clusters Score -77400.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -77488.953125 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -77488.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -77577.570312 Penalty: 3194.709473
	Iteration 11Q: 3 clusters Score -77577.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -77659.468750 Penalty: 3194.709473
	Iteration 12Q: 3 clusters Score -77659.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -77693.460938 Penalty: 3194.709473
	Iteration 13Q: 3 clusters Score -77693.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -77697.226562 Penalty: 3194.709473
	Iteration 14Q: 3 clusters Score -77697.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -77715.000000 Penalty: 3194.709473
	Iteration 15Q: 3 clusters Score -77715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -77764.734375 Penalty: 3194.709473
	Iteration 16Q: 3 clusters Score -77764.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -77940.500000 Penalty: 3194.709473
	Iteration 17Q: 3 clusters Score -77940.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -78152.734375 Penalty: 3194.709473
	Iteration 18Q: 3 clusters Score -78152.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -78183.742188 Penalty: 3194.709473
	Iteration 19Q: 3 clusters Score -78183.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -78201.468750 Penalty: 3194.709473
	Iteration 20F: 3 clusters Score -78201.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -78212.093750 Penalty: 3194.709473
	Iteration 21Q: 3 clusters Score -78212.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -78212.093750 Penalty: 3194.709473
	Iteration 22F: 3 clusters Score -78212.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 141953 members 
Mstep: Class 4 contains 7610 members 
Mstep: Class 5 contains 56840 members 
Mstep: Class 6 contains 31899 members 
Mstep: Class 7 contains 43224 members 
Mstep: Class 8 contains 17588 members 
Mstep: Class 9 contains 137127 members 
Mstep: Class 10 contains 8472 members 
Mstep: Class 11 contains 22358 members 
Mstep: Class 12 contains 47930 members 
Mstep: Class 13 contains 604 members 
Mstep: Class 14 contains 25919 members 
Mstep: Class 15 contains 124796 members 
Mstep: Class 16 contains 7413 members 
Mstep: Class 17 contains 5464 members 
Mstep: Class 18 contains 7534 members 
Mstep: Class 19 contains 42483 members 
Mstep: Class 20 contains 126654 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 31826 members 
Mstep: Class 23 contains 5930 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43813 members 
Mstep: Class 26 contains 6565 members 
Mstep: Class 27 contains 5829 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65862 members 
Mstep: Class 30 contains 1360 members 
Mstep: Class 31 contains 9939 members 
Mstep: Class 32 contains 1262 members 
Mstep: Class 33 contains 471 members 
Entering Unmasked Estep 
Score: -142955792.000000 Penalty: 113492.750000
Splitting cluster 21 changes total score from -142956800.000000 to -142955792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (31826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Entering Unmasked Estep 
Score: -4473312.500000 Penalty: 2571.273682
	Iteration 0F: 2 clusters Score -4473312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -4451567.000000 Penalty: 5142.547363
	Iteration 0F: 3 clusters Score -4451567 nChanged 14454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -4459433.500000 Penalty: 5142.547363
	Iteration 1F: 3 clusters Score -4459434 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -4460157.500000 Penalty: 5142.547363
	Iteration 2Q: 3 clusters Score -4460158 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -4460812.000000 Penalty: 5142.547363
	Iteration 3Q: 3 clusters Score -4460812 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -4461485.500000 Penalty: 5142.547363
	Iteration 4Q: 3 clusters Score -4461486 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -4462157.500000 Penalty: 5142.547363
	Iteration 5Q: 3 clusters Score -4462158 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -4462873.500000 Penalty: 5142.547363
	Iteration 6Q: 3 clusters Score -4462874 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -4463708.500000 Penalty: 5142.547363
	Iteration 7F: 3 clusters Score -4463708 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -4464751.500000 Penalty: 5142.547363
	Iteration 8F: 3 clusters Score -4464752 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -4466030.000000 Penalty: 5142.547363
	Iteration 9F: 3 clusters Score -4466030 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -4467333.000000 Penalty: 5142.547363
	Iteration 10F: 3 clusters Score -4467333 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -4468442.000000 Penalty: 5142.547363
	Iteration 11Q: 3 clusters Score -4468442 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -4469240.000000 Penalty: 5142.547363
	Iteration 12Q: 3 clusters Score -4469240 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -4469710.500000 Penalty: 5142.547363
	Iteration 13Q: 3 clusters Score -4469710 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -4470049.500000 Penalty: 5142.547363
	Iteration 14Q: 3 clusters Score -4470050 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -4470321.000000 Penalty: 5142.547363
	Iteration 15Q: 3 clusters Score -4470321 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -4470582.000000 Penalty: 5142.547363
	Iteration 16Q: 3 clusters Score -4470582 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -4470831.000000 Penalty: 5142.547363
	Iteration 17Q: 3 clusters Score -4470831 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -4471044.000000 Penalty: 5142.547363
	Iteration 18Q: 3 clusters Score -4471044 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -4471232.500000 Penalty: 5142.547363
	Iteration 19Q: 3 clusters Score -4471232 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -4471408.000000 Penalty: 5142.547363
	Iteration 20F: 3 clusters Score -4471408 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -4471565.500000 Penalty: 5142.547363
	Iteration 21Q: 3 clusters Score -4471566 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4471725.500000 Penalty: 5142.547363
	Iteration 22Q: 3 clusters Score -4471726 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4471867.000000 Penalty: 5142.547363
	Iteration 23Q: 3 clusters Score -4471867 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4471984.000000 Penalty: 5142.547363
	Iteration 24Q: 3 clusters Score -4471984 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -4472097.500000 Penalty: 5142.547363
	Iteration 25Q: 3 clusters Score -4472098 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4472211.000000 Penalty: 5142.547363
	Iteration 26Q: 3 clusters Score -4472211 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4472297.500000 Penalty: 5142.547363
	Iteration 27Q: 3 clusters Score -4472298 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4472357.000000 Penalty: 5142.547363
	Iteration 28Q: 3 clusters Score -4472357 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4472386.000000 Penalty: 5142.547363
	Iteration 29Q: 3 clusters Score -4472386 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4472416.000000 Penalty: 5142.547363
	Iteration 30Q: 3 clusters Score -4472416 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4472437.500000 Penalty: 5142.547363
	Iteration 31Q: 3 clusters Score -4472438 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4472460.000000 Penalty: 5142.547363
	Iteration 32Q: 3 clusters Score -4472460 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4472474.000000 Penalty: 5142.547363
	Iteration 33Q: 3 clusters Score -4472474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4472481.500000 Penalty: 5142.547363
	Iteration 34Q: 3 clusters Score -4472482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4472492.000000 Penalty: 5142.547363
	Iteration 35Q: 3 clusters Score -4472492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4472493.000000 Penalty: 5142.547363
	Iteration 36Q: 3 clusters Score -4472493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4472498.500000 Penalty: 5142.547363
	Iteration 37Q: 3 clusters Score -4472498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4472499.500000 Penalty: 5142.547363
	Iteration 38Q: 3 clusters Score -4472500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4472505.000000 Penalty: 5142.547363
	Iteration 39Q: 3 clusters Score -4472505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4472511.500000 Penalty: 5142.547363
	Iteration 40F: 3 clusters Score -4472512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4472509.000000 Penalty: 5142.547363
	Iteration 41Q: 3 clusters Score -4472509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4472519.500000 Penalty: 5142.547363
	Iteration 42Q: 3 clusters Score -4472520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4472518.000000 Penalty: 5142.547363
	Iteration 43Q: 3 clusters Score -4472518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4472518.000000 Penalty: 5142.547363
	Iteration 44F: 3 clusters Score -4472518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Entering Unmasked Estep 
Score: -742727.062500 Penalty: 2154.569336
	Iteration 0F: 2 clusters Score -742727.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -737652.250000 Penalty: 4309.138672
	Iteration 0F: 3 clusters Score -737652.2 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -739159.562500 Penalty: 4309.138672
	Iteration 1F: 3 clusters Score -739159.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -739579.312500 Penalty: 4309.138672
	Iteration 2F: 3 clusters Score -739579.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -740006.125000 Penalty: 4309.138672
	Iteration 3F: 3 clusters Score -740006.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -740361.375000 Penalty: 4309.138672
	Iteration 4F: 3 clusters Score -740361.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -740688.375000 Penalty: 4309.138672
	Iteration 5F: 3 clusters Score -740688.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -740987.937500 Penalty: 4309.138672
	Iteration 6F: 3 clusters Score -740987.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -741228.437500 Penalty: 4309.138672
	Iteration 7Q: 3 clusters Score -741228.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -741393.875000 Penalty: 4309.138672
	Iteration 8Q: 3 clusters Score -741393.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -741518.437500 Penalty: 4309.138672
	Iteration 9Q: 3 clusters Score -741518.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -741610.687500 Penalty: 4309.138672
	Iteration 10Q: 3 clusters Score -741610.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -741684.812500 Penalty: 4309.138672
	Iteration 11Q: 3 clusters Score -741684.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -741753.875000 Penalty: 4309.138672
	Iteration 12Q: 3 clusters Score -741753.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -741799.875000 Penalty: 4309.138672
	Iteration 13Q: 3 clusters Score -741799.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -741839.000000 Penalty: 4309.138672
	Iteration 14Q: 3 clusters Score -741839 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -741871.125000 Penalty: 4309.138672
	Iteration 15Q: 3 clusters Score -741871.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -741906.687500 Penalty: 4309.138672
	Iteration 16Q: 3 clusters Score -741906.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -741953.500000 Penalty: 4309.138672
	Iteration 17Q: 3 clusters Score -741953.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -742012.437500 Penalty: 4309.138672
	Iteration 18Q: 3 clusters Score -742012.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -742091.625000 Penalty: 4309.138672
	Iteration 19Q: 3 clusters Score -742091.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -742169.250000 Penalty: 4309.138672
	Iteration 20F: 3 clusters Score -742169.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -742214.437500 Penalty: 4309.138672
	Iteration 21Q: 3 clusters Score -742214.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -742250.625000 Penalty: 4309.138672
	Iteration 22Q: 3 clusters Score -742250.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -742278.500000 Penalty: 4309.138672
	Iteration 23Q: 3 clusters Score -742278.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -742301.250000 Penalty: 4309.138672
	Iteration 24Q: 3 clusters Score -742301.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -742327.937500 Penalty: 4309.138672
	Iteration 25Q: 3 clusters Score -742327.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -742348.062500 Penalty: 4309.138672
	Iteration 26Q: 3 clusters Score -742348.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -742359.750000 Penalty: 4309.138672
	Iteration 27Q: 3 clusters Score -742359.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -742364.375000 Penalty: 4309.138672
	Iteration 28Q: 3 clusters Score -742364.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -742367.437500 Penalty: 4309.138672
	Iteration 29Q: 3 clusters Score -742367.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -742370.187500 Penalty: 4309.138672
	Iteration 30Q: 3 clusters Score -742370.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -742372.500000 Penalty: 4309.138672
	Iteration 31Q: 3 clusters Score -742372.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -742378.500000 Penalty: 4309.138672
	Iteration 32Q: 3 clusters Score -742378.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -742385.187500 Penalty: 4309.138672
	Iteration 33Q: 3 clusters Score -742385.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -742387.750000 Penalty: 4309.138672
	Iteration 34Q: 3 clusters Score -742387.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -742392.875000 Penalty: 4309.138672
	Iteration 35Q: 3 clusters Score -742392.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -742395.250000 Penalty: 4309.138672
	Iteration 36Q: 3 clusters Score -742395.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -742399.062500 Penalty: 4309.138672
	Iteration 37Q: 3 clusters Score -742399.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -742403.562500 Penalty: 4309.138672
	Iteration 38Q: 3 clusters Score -742403.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -742405.000000 Penalty: 4309.138672
	Iteration 39Q: 3 clusters Score -742405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -742407.000000 Penalty: 4309.138672
	Iteration 40F: 3 clusters Score -742407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -742414.875000 Penalty: 4309.138672
	Iteration 41Q: 3 clusters Score -742414.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -742428.875000 Penalty: 4309.138672
	Iteration 42Q: 3 clusters Score -742428.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -742451.187500 Penalty: 4309.138672
	Iteration 43Q: 3 clusters Score -742451.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -742467.750000 Penalty: 4309.138672
	Iteration 44Q: 3 clusters Score -742467.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -742475.687500 Penalty: 4309.138672
	Iteration 45Q: 3 clusters Score -742475.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -742478.312500 Penalty: 4309.138672
	Iteration 46Q: 3 clusters Score -742478.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -742476.812500 Penalty: 4309.138672
	Iteration 47Q: 3 clusters Score -742476.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -742477.375000 Penalty: 4309.138672
	Iteration 48Q: 3 clusters Score -742477.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -742478.187500 Penalty: 4309.138672
	Iteration 49Q: 3 clusters Score -742478.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -742478.875000 Penalty: 4309.138672
	Iteration 50Q: 3 clusters Score -742478.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -742480.562500 Penalty: 4309.138672
	Iteration 51Q: 3 clusters Score -742480.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -742480.562500 Penalty: 4309.138672
	Iteration 52F: 3 clusters Score -742480.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -68031.890625 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -68031.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -66480.453125 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -66480.45 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -66616.890625 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -66616.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66662.164062 Penalty: 3097.106689
	Iteration 2Q: 3 clusters Score -66662.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -66701.531250 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -66701.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -66712.632812 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -66712.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66722.156250 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -66722.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66725.265625 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -66725.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66729.328125 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -66729.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66737.531250 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -66737.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66739.265625 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -66739.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66739.265625 Penalty: 3097.106689
	Iteration 10F: 3 clusters Score -66739.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (43813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Entering Unmasked Estep 
Score: -6105051.500000 Penalty: 2650.546143
	Iteration 0F: 2 clusters Score -6105052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -6075412.500000 Penalty: 5301.092285
	Iteration 0F: 3 clusters Score -6075412 nChanged 20095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -6086354.000000 Penalty: 5301.092285
	Iteration 1F: 3 clusters Score -6086354 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -6086882.000000 Penalty: 5301.092285
	Iteration 2Q: 3 clusters Score -6086882 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -6087375.000000 Penalty: 5301.092285
	Iteration 3Q: 3 clusters Score -6087375 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -6087812.000000 Penalty: 5301.092285
	Iteration 4Q: 3 clusters Score -6087812 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -6088315.000000 Penalty: 5301.092285
	Iteration 5Q: 3 clusters Score -6088315 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -6088902.500000 Penalty: 5301.092285
	Iteration 6Q: 3 clusters Score -6088902 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -6089662.500000 Penalty: 5301.092285
	Iteration 7Q: 3 clusters Score -6089662 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -6090653.000000 Penalty: 5301.092285
	Iteration 8Q: 3 clusters Score -6090653 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -6091819.000000 Penalty: 5301.092285
	Iteration 9Q: 3 clusters Score -6091819 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -6093145.000000 Penalty: 5301.092285
	Iteration 10F: 3 clusters Score -6093145 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -6094511.500000 Penalty: 5301.092285
	Iteration 11F: 3 clusters Score -6094512 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -6095962.500000 Penalty: 5301.092285
	Iteration 12Q: 3 clusters Score -6095962 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -6097125.000000 Penalty: 5301.092285
	Iteration 13Q: 3 clusters Score -6097125 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -6097977.000000 Penalty: 5301.092285
	Iteration 14Q: 3 clusters Score -6097977 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -6098461.000000 Penalty: 5301.092285
	Iteration 15Q: 3 clusters Score -6098461 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -6098739.000000 Penalty: 5301.092285
	Iteration 16Q: 3 clusters Score -6098739 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -6098877.500000 Penalty: 5301.092285
	Iteration 17Q: 3 clusters Score -6098878 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -6098964.000000 Penalty: 5301.092285
	Iteration 18Q: 3 clusters Score -6098964 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -6099054.000000 Penalty: 5301.092285
	Iteration 19Q: 3 clusters Score -6099054 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -6099096.000000 Penalty: 5301.092285
	Iteration 20F: 3 clusters Score -6099096 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -6099146.000000 Penalty: 5301.092285
	Iteration 21Q: 3 clusters Score -6099146 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -6099165.000000 Penalty: 5301.092285
	Iteration 22Q: 3 clusters Score -6099165 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -6099173.000000 Penalty: 5301.092285
	Iteration 23Q: 3 clusters Score -6099173 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -6099212.500000 Penalty: 5301.092285
	Iteration 24Q: 3 clusters Score -6099212 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -6099229.500000 Penalty: 5301.092285
	Iteration 25Q: 3 clusters Score -6099230 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -6099236.500000 Penalty: 5301.092285
	Iteration 26Q: 3 clusters Score -6099236 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -6099254.500000 Penalty: 5301.092285
	Iteration 27Q: 3 clusters Score -6099254 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -6099269.000000 Penalty: 5301.092285
	Iteration 28Q: 3 clusters Score -6099269 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -6099272.500000 Penalty: 5301.092285
	Iteration 29Q: 3 clusters Score -6099272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -6099267.500000 Penalty: 5301.092285
	Iteration 30Q: 3 clusters Score -6099268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -6099269.000000 Penalty: 5301.092285
	Iteration 31Q: 3 clusters Score -6099269 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -6099273.500000 Penalty: 5301.092285
	Iteration 32Q: 3 clusters Score -6099274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -6099279.000000 Penalty: 5301.092285
	Iteration 33Q: 3 clusters Score -6099279 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -6099278.000000 Penalty: 5301.092285
	Iteration 34Q: 3 clusters Score -6099278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -6099281.000000 Penalty: 5301.092285
	Iteration 35Q: 3 clusters Score -6099281 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -6099262.000000 Penalty: 5301.092285
	Iteration 36Q: 3 clusters Score -6099262 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -6099286.000000 Penalty: 5301.092285
	Iteration 37Q: 3 clusters Score -6099286 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -6099275.000000 Penalty: 5301.092285
	Iteration 38Q: 3 clusters Score -6099275 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -6099286.500000 Penalty: 5301.092285
	Iteration 39Q: 3 clusters Score -6099286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -6099293.500000 Penalty: 5301.092285
	Iteration 40F: 3 clusters Score -6099294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -6099284.500000 Penalty: 5301.092285
	Iteration 41Q: 3 clusters Score -6099284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -6099287.500000 Penalty: 5301.092285
	Iteration 42Q: 3 clusters Score -6099288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -6099274.000000 Penalty: 5301.092285
	Iteration 43Q: 3 clusters Score -6099274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -6099270.500000 Penalty: 5301.092285
	Iteration 44Q: 3 clusters Score -6099270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -6099272.000000 Penalty: 5301.092285
	Iteration 45Q: 3 clusters Score -6099272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -6099278.500000 Penalty: 5301.092285
	Iteration 46Q: 3 clusters Score -6099278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -6099268.500000 Penalty: 5301.092285
	Iteration 47Q: 3 clusters Score -6099268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -6099267.000000 Penalty: 5301.092285
	Iteration 48Q: 3 clusters Score -6099267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -6099277.500000 Penalty: 5301.092285
	Iteration 49Q: 3 clusters Score -6099278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -6099279.500000 Penalty: 5301.092285
	Iteration 50Q: 3 clusters Score -6099280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -6099273.500000 Penalty: 5301.092285
	Iteration 51Q: 3 clusters Score -6099274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -6099277.500000 Penalty: 5301.092285
	Iteration 52Q: 3 clusters Score -6099278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -6099276.000000 Penalty: 5301.092285
	Iteration 53Q: 3 clusters Score -6099276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -6099279.000000 Penalty: 5301.092285
	Iteration 54Q: 3 clusters Score -6099279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -6099275.000000 Penalty: 5301.092285
	Iteration 55Q: 3 clusters Score -6099275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -6099274.000000 Penalty: 5301.092285
	Iteration 56Q: 3 clusters Score -6099274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -6099270.000000 Penalty: 5301.092285
	Iteration 57Q: 3 clusters Score -6099270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -6099269.000000 Penalty: 5301.092285
	Iteration 58Q: 3 clusters Score -6099269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -6099261.500000 Penalty: 5301.092285
	Iteration 59Q: 3 clusters Score -6099262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -6099272.000000 Penalty: 5301.092285
	Iteration 60F: 3 clusters Score -6099272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -6099261.500000 Penalty: 5301.092285
	Iteration 61Q: 3 clusters Score -6099262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -6099263.500000 Penalty: 5301.092285
	Iteration 62Q: 3 clusters Score -6099264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -6099264.500000 Penalty: 5301.092285
	Iteration 63Q: 3 clusters Score -6099264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -6099271.500000 Penalty: 5301.092285
	Iteration 64Q: 3 clusters Score -6099272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -6099271.500000 Penalty: 5301.092285
	Iteration 65F: 3 clusters Score -6099272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Entering Unmasked Estep 
Score: -903312.500000 Penalty: 2179.797852
	Iteration 0F: 2 clusters Score -903312.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -897822.000000 Penalty: 4359.595703
	Iteration 0F: 3 clusters Score -897822 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -899254.750000 Penalty: 4359.595703
	Iteration 1F: 3 clusters Score -899254.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -899436.375000 Penalty: 4359.595703
	Iteration 2F: 3 clusters Score -899436.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -899546.187500 Penalty: 4359.595703
	Iteration 3Q: 3 clusters Score -899546.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -899648.062500 Penalty: 4359.595703
	Iteration 4Q: 3 clusters Score -899648.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -899734.875000 Penalty: 4359.595703
	Iteration 5Q: 3 clusters Score -899734.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -899807.125000 Penalty: 4359.595703
	Iteration 6Q: 3 clusters Score -899807.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -899896.625000 Penalty: 4359.595703
	Iteration 7Q: 3 clusters Score -899896.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -899994.000000 Penalty: 4359.595703
	Iteration 8Q: 3 clusters Score -899994 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -900089.562500 Penalty: 4359.595703
	Iteration 9Q: 3 clusters Score -900089.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -900204.500000 Penalty: 4359.595703
	Iteration 10Q: 3 clusters Score -900204.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -900329.375000 Penalty: 4359.595703
	Iteration 11Q: 3 clusters Score -900329.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -900457.437500 Penalty: 4359.595703
	Iteration 12Q: 3 clusters Score -900457.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -900586.062500 Penalty: 4359.595703
	Iteration 13Q: 3 clusters Score -900586.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -900690.250000 Penalty: 4359.595703
	Iteration 14Q: 3 clusters Score -900690.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -900783.937500 Penalty: 4359.595703
	Iteration 15Q: 3 clusters Score -900783.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -900872.437500 Penalty: 4359.595703
	Iteration 16Q: 3 clusters Score -900872.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -900959.250000 Penalty: 4359.595703
	Iteration 17Q: 3 clusters Score -900959.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -901019.625000 Penalty: 4359.595703
	Iteration 18Q: 3 clusters Score -901019.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -901062.437500 Penalty: 4359.595703
	Iteration 19Q: 3 clusters Score -901062.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -901107.375000 Penalty: 4359.595703
	Iteration 20F: 3 clusters Score -901107.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -901150.437500 Penalty: 4359.595703
	Iteration 21Q: 3 clusters Score -901150.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -901186.562500 Penalty: 4359.595703
	Iteration 22Q: 3 clusters Score -901186.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -901213.250000 Penalty: 4359.595703
	Iteration 23Q: 3 clusters Score -901213.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -901231.687500 Penalty: 4359.595703
	Iteration 24Q: 3 clusters Score -901231.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -901250.375000 Penalty: 4359.595703
	Iteration 25Q: 3 clusters Score -901250.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -901265.000000 Penalty: 4359.595703
	Iteration 26Q: 3 clusters Score -901265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -901284.312500 Penalty: 4359.595703
	Iteration 27Q: 3 clusters Score -901284.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -901298.250000 Penalty: 4359.595703
	Iteration 28Q: 3 clusters Score -901298.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -901311.562500 Penalty: 4359.595703
	Iteration 29Q: 3 clusters Score -901311.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -901320.812500 Penalty: 4359.595703
	Iteration 30Q: 3 clusters Score -901320.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -901330.000000 Penalty: 4359.595703
	Iteration 31Q: 3 clusters Score -901330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -901337.437500 Penalty: 4359.595703
	Iteration 32Q: 3 clusters Score -901337.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -901344.187500 Penalty: 4359.595703
	Iteration 33Q: 3 clusters Score -901344.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -901349.437500 Penalty: 4359.595703
	Iteration 34Q: 3 clusters Score -901349.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -901352.187500 Penalty: 4359.595703
	Iteration 35Q: 3 clusters Score -901352.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -901354.937500 Penalty: 4359.595703
	Iteration 36Q: 3 clusters Score -901354.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -901362.000000 Penalty: 4359.595703
	Iteration 37Q: 3 clusters Score -901362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -901369.375000 Penalty: 4359.595703
	Iteration 38Q: 3 clusters Score -901369.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -901376.562500 Penalty: 4359.595703
	Iteration 39Q: 3 clusters Score -901376.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -901384.625000 Penalty: 4359.595703
	Iteration 40F: 3 clusters Score -901384.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -901389.562500 Penalty: 4359.595703
	Iteration 41Q: 3 clusters Score -901389.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -901393.312500 Penalty: 4359.595703
	Iteration 42Q: 3 clusters Score -901393.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -901396.875000 Penalty: 4359.595703
	Iteration 43Q: 3 clusters Score -901396.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -901402.375000 Penalty: 4359.595703
	Iteration 44Q: 3 clusters Score -901402.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -901403.250000 Penalty: 4359.595703
	Iteration 45Q: 3 clusters Score -901403.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -901405.250000 Penalty: 4359.595703
	Iteration 46Q: 3 clusters Score -901405.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -901407.687500 Penalty: 4359.595703
	Iteration 47Q: 3 clusters Score -901407.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -901410.687500 Penalty: 4359.595703
	Iteration 48Q: 3 clusters Score -901410.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -901414.250000 Penalty: 4359.595703
	Iteration 49Q: 3 clusters Score -901414.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -901417.312500 Penalty: 4359.595703
	Iteration 50Q: 3 clusters Score -901417.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -901418.562500 Penalty: 4359.595703
	Iteration 51Q: 3 clusters Score -901418.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -901421.562500 Penalty: 4359.595703
	Iteration 52Q: 3 clusters Score -901421.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -901423.562500 Penalty: 4359.595703
	Iteration 53Q: 3 clusters Score -901423.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -901424.687500 Penalty: 4359.595703
	Iteration 54Q: 3 clusters Score -901424.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -901426.375000 Penalty: 4359.595703
	Iteration 55Q: 3 clusters Score -901426.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -901426.750000 Penalty: 4359.595703
	Iteration 56Q: 3 clusters Score -901426.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -901428.000000 Penalty: 4359.595703
	Iteration 57Q: 3 clusters Score -901428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -901428.000000 Penalty: 4359.595703
	Iteration 58F: 3 clusters Score -901428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Entering Unmasked Estep 
Score: -804591.500000 Penalty: 2150.309082
	Iteration 0F: 2 clusters Score -804591.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -799571.687500 Penalty: 4300.618164
	Iteration 0F: 3 clusters Score -799571.7 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -800887.687500 Penalty: 4300.618164
	Iteration 1F: 3 clusters Score -800887.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -801106.687500 Penalty: 4300.618164
	Iteration 2F: 3 clusters Score -801106.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -801258.125000 Penalty: 4300.618164
	Iteration 3Q: 3 clusters Score -801258.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -801363.062500 Penalty: 4300.618164
	Iteration 4Q: 3 clusters Score -801363.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -801436.187500 Penalty: 4300.618164
	Iteration 5Q: 3 clusters Score -801436.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -801495.562500 Penalty: 4300.618164
	Iteration 6Q: 3 clusters Score -801495.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -801563.687500 Penalty: 4300.618164
	Iteration 7Q: 3 clusters Score -801563.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -801634.250000 Penalty: 4300.618164
	Iteration 8Q: 3 clusters Score -801634.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -801710.125000 Penalty: 4300.618164
	Iteration 9Q: 3 clusters Score -801710.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -801816.250000 Penalty: 4300.618164
	Iteration 10Q: 3 clusters Score -801816.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -801965.312500 Penalty: 4300.618164
	Iteration 11Q: 3 clusters Score -801965.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -802160.187500 Penalty: 4300.618164
	Iteration 12Q: 3 clusters Score -802160.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -802416.875000 Penalty: 4300.618164
	Iteration 13Q: 3 clusters Score -802416.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -802636.562500 Penalty: 4300.618164
	Iteration 14Q: 3 clusters Score -802636.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -802837.375000 Penalty: 4300.618164
	Iteration 15Q: 3 clusters Score -802837.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -802978.187500 Penalty: 4300.618164
	Iteration 16Q: 3 clusters Score -802978.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -803078.687500 Penalty: 4300.618164
	Iteration 17Q: 3 clusters Score -803078.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -803154.000000 Penalty: 4300.618164
	Iteration 18Q: 3 clusters Score -803154 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -803201.687500 Penalty: 4300.618164
	Iteration 19Q: 3 clusters Score -803201.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -803221.875000 Penalty: 4300.618164
	Iteration 20F: 3 clusters Score -803221.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -803235.687500 Penalty: 4300.618164
	Iteration 21Q: 3 clusters Score -803235.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -803248.125000 Penalty: 4300.618164
	Iteration 22Q: 3 clusters Score -803248.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -803255.750000 Penalty: 4300.618164
	Iteration 23Q: 3 clusters Score -803255.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -803258.687500 Penalty: 4300.618164
	Iteration 24Q: 3 clusters Score -803258.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -803259.937500 Penalty: 4300.618164
	Iteration 25Q: 3 clusters Score -803259.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -803262.187500 Penalty: 4300.618164
	Iteration 26Q: 3 clusters Score -803262.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -803261.125000 Penalty: 4300.618164
	Iteration 27Q: 3 clusters Score -803261.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -803261.125000 Penalty: 4300.618164
	Iteration 28F: 3 clusters Score -803261.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Entering Unmasked Estep 
Score: -2105555.000000 Penalty: 2392.274902
	Iteration 0F: 2 clusters Score -2105555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2094297.875000 Penalty: 4784.549805
	Iteration 0F: 3 clusters Score -2094298 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2098128.500000 Penalty: 4784.549805
	Iteration 1F: 3 clusters Score -2098128 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2098634.500000 Penalty: 4784.549805
	Iteration 2F: 3 clusters Score -2098634 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2099056.250000 Penalty: 4784.549805
	Iteration 3F: 3 clusters Score -2099056 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2099368.750000 Penalty: 4784.549805
	Iteration 4Q: 3 clusters Score -2099369 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2099683.250000 Penalty: 4784.549805
	Iteration 5Q: 3 clusters Score -2099683 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2099983.000000 Penalty: 4784.549805
	Iteration 6Q: 3 clusters Score -2099983 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2100281.000000 Penalty: 4784.549805
	Iteration 7Q: 3 clusters Score -2100281 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2100586.250000 Penalty: 4784.549805
	Iteration 8Q: 3 clusters Score -2100586 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2100909.250000 Penalty: 4784.549805
	Iteration 9Q: 3 clusters Score -2100909 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2101216.750000 Penalty: 4784.549805
	Iteration 10Q: 3 clusters Score -2101217 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2101540.000000 Penalty: 4784.549805
	Iteration 11Q: 3 clusters Score -2101540 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2101863.500000 Penalty: 4784.549805
	Iteration 12Q: 3 clusters Score -2101864 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2102146.500000 Penalty: 4784.549805
	Iteration 13Q: 3 clusters Score -2102146 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2102397.750000 Penalty: 4784.549805
	Iteration 14Q: 3 clusters Score -2102398 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2102627.000000 Penalty: 4784.549805
	Iteration 15Q: 3 clusters Score -2102627 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2102848.500000 Penalty: 4784.549805
	Iteration 16Q: 3 clusters Score -2102848 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2103038.750000 Penalty: 4784.549805
	Iteration 17Q: 3 clusters Score -2103039 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2103189.250000 Penalty: 4784.549805
	Iteration 18Q: 3 clusters Score -2103189 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2103282.500000 Penalty: 4784.549805
	Iteration 19Q: 3 clusters Score -2103282 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2103367.500000 Penalty: 4784.549805
	Iteration 20F: 3 clusters Score -2103368 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2103438.000000 Penalty: 4784.549805
	Iteration 21Q: 3 clusters Score -2103438 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2103494.500000 Penalty: 4784.549805
	Iteration 22Q: 3 clusters Score -2103494 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2103545.500000 Penalty: 4784.549805
	Iteration 23Q: 3 clusters Score -2103546 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2103577.250000 Penalty: 4784.549805
	Iteration 24Q: 3 clusters Score -2103577 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2103610.500000 Penalty: 4784.549805
	Iteration 25Q: 3 clusters Score -2103610 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2103631.750000 Penalty: 4784.549805
	Iteration 26Q: 3 clusters Score -2103632 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2103662.750000 Penalty: 4784.549805
	Iteration 27Q: 3 clusters Score -2103663 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2103687.500000 Penalty: 4784.549805
	Iteration 28Q: 3 clusters Score -2103688 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2103709.250000 Penalty: 4784.549805
	Iteration 29Q: 3 clusters Score -2103709 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2103736.500000 Penalty: 4784.549805
	Iteration 30Q: 3 clusters Score -2103736 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2103759.250000 Penalty: 4784.549805
	Iteration 31Q: 3 clusters Score -2103759 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2103793.000000 Penalty: 4784.549805
	Iteration 32Q: 3 clusters Score -2103793 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2103810.750000 Penalty: 4784.549805
	Iteration 33Q: 3 clusters Score -2103811 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2103829.250000 Penalty: 4784.549805
	Iteration 34Q: 3 clusters Score -2103829 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2103848.250000 Penalty: 4784.549805
	Iteration 35Q: 3 clusters Score -2103848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2103862.500000 Penalty: 4784.549805
	Iteration 36Q: 3 clusters Score -2103862 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2103883.000000 Penalty: 4784.549805
	Iteration 37Q: 3 clusters Score -2103883 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2103888.000000 Penalty: 4784.549805
	Iteration 38Q: 3 clusters Score -2103888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2103896.000000 Penalty: 4784.549805
	Iteration 39Q: 3 clusters Score -2103896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2103904.250000 Penalty: 4784.549805
	Iteration 40F: 3 clusters Score -2103904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2103906.250000 Penalty: 4784.549805
	Iteration 41Q: 3 clusters Score -2103906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2103909.750000 Penalty: 4784.549805
	Iteration 42Q: 3 clusters Score -2103910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2103914.750000 Penalty: 4784.549805
	Iteration 43Q: 3 clusters Score -2103915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2103921.500000 Penalty: 4784.549805
	Iteration 44Q: 3 clusters Score -2103922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2103925.000000 Penalty: 4784.549805
	Iteration 45Q: 3 clusters Score -2103925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2103932.250000 Penalty: 4784.549805
	Iteration 46Q: 3 clusters Score -2103932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2103942.000000 Penalty: 4784.549805
	Iteration 47Q: 3 clusters Score -2103942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2103957.250000 Penalty: 4784.549805
	Iteration 48Q: 3 clusters Score -2103957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2103967.000000 Penalty: 4784.549805
	Iteration 49Q: 3 clusters Score -2103967 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2103978.250000 Penalty: 4784.549805
	Iteration 50Q: 3 clusters Score -2103978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2103983.000000 Penalty: 4784.549805
	Iteration 51Q: 3 clusters Score -2103983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2103986.750000 Penalty: 4784.549805
	Iteration 52Q: 3 clusters Score -2103987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2103992.000000 Penalty: 4784.549805
	Iteration 53Q: 3 clusters Score -2103992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2103996.250000 Penalty: 4784.549805
	Iteration 54Q: 3 clusters Score -2103996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2104000.750000 Penalty: 4784.549805
	Iteration 55Q: 3 clusters Score -2104001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2104002.500000 Penalty: 4784.549805
	Iteration 56Q: 3 clusters Score -2104002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2104001.250000 Penalty: 4784.549805
	Iteration 57Q: 3 clusters Score -2104001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2104002.000000 Penalty: 4784.549805
	Iteration 58Q: 3 clusters Score -2104002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2103999.250000 Penalty: 4784.549805
	Iteration 59Q: 3 clusters Score -2103999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2103997.750000 Penalty: 4784.549805
	Iteration 60F: 3 clusters Score -2103998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (65862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65862 members 
Entering Unmasked Estep 
Score: -9223687.000000 Penalty: 2751.638672
	Iteration 0F: 2 clusters Score -9223687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -9179482.000000 Penalty: 5503.277344
	Iteration 0F: 3 clusters Score -9179482 nChanged 30773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -9196648.000000 Penalty: 5503.277344
	Iteration 1F: 3 clusters Score -9196648 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -9197282.000000 Penalty: 5503.277344
	Iteration 2Q: 3 clusters Score -9197282 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -9198085.000000 Penalty: 5503.277344
	Iteration 3Q: 3 clusters Score -9198085 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -9199363.000000 Penalty: 5503.277344
	Iteration 4Q: 3 clusters Score -9199363 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -9201414.000000 Penalty: 5503.277344
	Iteration 5F: 3 clusters Score -9201414 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -9204582.000000 Penalty: 5503.277344
	Iteration 6F: 3 clusters Score -9204582 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -9208872.000000 Penalty: 5503.277344
	Iteration 7F: 3 clusters Score -9208872 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -9213366.000000 Penalty: 5503.277344
	Iteration 8F: 3 clusters Score -9213366 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 55466 members 
Entering Unmasked Estep 
Score: -9216753.000000 Penalty: 5503.277344
	Iteration 9F: 3 clusters Score -9216753 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 57350 members 
Entering Unmasked Estep 
Score: -9218663.000000 Penalty: 5503.277344
	Iteration 10Q: 3 clusters Score -9218663 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 58483 members 
Entering Unmasked Estep 
Score: -9219666.000000 Penalty: 5503.277344
	Iteration 11Q: 3 clusters Score -9219666 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 59236 members 
Entering Unmasked Estep 
Score: -9220221.000000 Penalty: 5503.277344
	Iteration 12Q: 3 clusters Score -9220221 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 59813 members 
Entering Unmasked Estep 
Score: -9220552.000000 Penalty: 5503.277344
	Iteration 13Q: 3 clusters Score -9220552 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 60313 members 
Entering Unmasked Estep 
Score: -9220715.000000 Penalty: 5503.277344
	Iteration 14Q: 3 clusters Score -9220715 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 60729 members 
Entering Unmasked Estep 
Score: -9220844.000000 Penalty: 5503.277344
	Iteration 15Q: 3 clusters Score -9220844 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
Score: -9220988.000000 Penalty: 5503.277344
	Iteration 16Q: 3 clusters Score -9220988 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 61435 members 
Entering Unmasked Estep 
Score: -9221103.000000 Penalty: 5503.277344
	Iteration 17Q: 3 clusters Score -9221103 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 61732 members 
Entering Unmasked Estep 
Score: -9221245.000000 Penalty: 5503.277344
	Iteration 18Q: 3 clusters Score -9221245 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 61961 members 
Entering Unmasked Estep 
Score: -9221311.000000 Penalty: 5503.277344
	Iteration 19Q: 3 clusters Score -9221311 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 62179 members 
Entering Unmasked Estep 
Score: -9221380.000000 Penalty: 5503.277344
	Iteration 20F: 3 clusters Score -9221380 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 62368 members 
Entering Unmasked Estep 
Score: -9221430.000000 Penalty: 5503.277344
	Iteration 21Q: 3 clusters Score -9221430 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 62527 members 
Entering Unmasked Estep 
Score: -9221433.000000 Penalty: 5503.277344
	Iteration 22Q: 3 clusters Score -9221433 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 62662 members 
Entering Unmasked Estep 
Score: -9221462.000000 Penalty: 5503.277344
	Iteration 23Q: 3 clusters Score -9221462 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 62795 members 
Entering Unmasked Estep 
Score: -9221499.000000 Penalty: 5503.277344
	Iteration 24Q: 3 clusters Score -9221499 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -9221515.000000 Penalty: 5503.277344
	Iteration 25Q: 3 clusters Score -9221515 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 63038 members 
Entering Unmasked Estep 
Score: -9221551.000000 Penalty: 5503.277344
	Iteration 26Q: 3 clusters Score -9221551 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 63153 members 
Entering Unmasked Estep 
Score: -9221577.000000 Penalty: 5503.277344
	Iteration 27Q: 3 clusters Score -9221577 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 63256 members 
Entering Unmasked Estep 
Score: -9221606.000000 Penalty: 5503.277344
	Iteration 28Q: 3 clusters Score -9221606 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -9221639.000000 Penalty: 5503.277344
	Iteration 29Q: 3 clusters Score -9221639 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -9221663.000000 Penalty: 5503.277344
	Iteration 30Q: 3 clusters Score -9221663 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 63523 members 
Entering Unmasked Estep 
Score: -9221695.000000 Penalty: 5503.277344
	Iteration 31Q: 3 clusters Score -9221695 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 63584 members 
Entering Unmasked Estep 
Score: -9221721.000000 Penalty: 5503.277344
	Iteration 32Q: 3 clusters Score -9221721 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 63630 members 
Entering Unmasked Estep 
Score: -9221733.000000 Penalty: 5503.277344
	Iteration 33Q: 3 clusters Score -9221733 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 63665 members 
Entering Unmasked Estep 
Score: -9221732.000000 Penalty: 5503.277344
	Iteration 34Q: 3 clusters Score -9221732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 63697 members 
Entering Unmasked Estep 
Score: -9221748.000000 Penalty: 5503.277344
	Iteration 35Q: 3 clusters Score -9221748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 63718 members 
Entering Unmasked Estep 
Score: -9221738.000000 Penalty: 5503.277344
	Iteration 36Q: 3 clusters Score -9221738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 63731 members 
Entering Unmasked Estep 
Score: -9221733.000000 Penalty: 5503.277344
	Iteration 37Q: 3 clusters Score -9221733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 63745 members 
Entering Unmasked Estep 
Score: -9221742.000000 Penalty: 5503.277344
	Iteration 38Q: 3 clusters Score -9221742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 63762 members 
Entering Unmasked Estep 
Score: -9221751.000000 Penalty: 5503.277344
	Iteration 39Q: 3 clusters Score -9221751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 63778 members 
Entering Unmasked Estep 
Score: -9221749.000000 Penalty: 5503.277344
	Iteration 40F: 3 clusters Score -9221749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 63792 members 
Entering Unmasked Estep 
Score: -9221761.000000 Penalty: 5503.277344
	Iteration 41Q: 3 clusters Score -9221761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 63808 members 
Entering Unmasked Estep 
Score: -9221757.000000 Penalty: 5503.277344
	Iteration 42Q: 3 clusters Score -9221757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 63826 members 
Entering Unmasked Estep 
Score: -9221757.000000 Penalty: 5503.277344
	Iteration 43Q: 3 clusters Score -9221757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 63837 members 
Entering Unmasked Estep 
Score: -9221758.000000 Penalty: 5503.277344
	Iteration 44Q: 3 clusters Score -9221758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 63845 members 
Entering Unmasked Estep 
Score: -9221758.000000 Penalty: 5503.277344
	Iteration 45Q: 3 clusters Score -9221758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 63852 members 
Entering Unmasked Estep 
Score: -9221767.000000 Penalty: 5503.277344
	Iteration 46Q: 3 clusters Score -9221767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 63859 members 
Entering Unmasked Estep 
Score: -9221758.000000 Penalty: 5503.277344
	Iteration 47Q: 3 clusters Score -9221758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 63866 members 
Entering Unmasked Estep 
Score: -9221763.000000 Penalty: 5503.277344
	Iteration 48Q: 3 clusters Score -9221763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -9221770.000000 Penalty: 5503.277344
	Iteration 49Q: 3 clusters Score -9221770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 63880 members 
Entering Unmasked Estep 
Score: -9221769.000000 Penalty: 5503.277344
	Iteration 50Q: 3 clusters Score -9221769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 63886 members 
Entering Unmasked Estep 
Score: -9221767.000000 Penalty: 5503.277344
	Iteration 51Q: 3 clusters Score -9221767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 63890 members 
Entering Unmasked Estep 
Score: -9221761.000000 Penalty: 5503.277344
	Iteration 52Q: 3 clusters Score -9221761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 63892 members 
Entering Unmasked Estep 
Score: -9221765.000000 Penalty: 5503.277344
	Iteration 53Q: 3 clusters Score -9221765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 63894 members 
Entering Unmasked Estep 
Score: -9221767.000000 Penalty: 5503.277344
	Iteration 54Q: 3 clusters Score -9221767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 63899 members 
Entering Unmasked Estep 
Score: -9221764.000000 Penalty: 5503.277344
	Iteration 55Q: 3 clusters Score -9221764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 63902 members 
Entering Unmasked Estep 
Score: -9221757.000000 Penalty: 5503.277344
	Iteration 56Q: 3 clusters Score -9221757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -9221764.000000 Penalty: 5503.277344
	Iteration 57Q: 3 clusters Score -9221764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 63909 members 
Entering Unmasked Estep 
Score: -9221770.000000 Penalty: 5503.277344
	Iteration 58Q: 3 clusters Score -9221770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 63916 members 
Entering Unmasked Estep 
Score: -9221773.000000 Penalty: 5503.277344
	Iteration 59Q: 3 clusters Score -9221773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 63921 members 
Entering Unmasked Estep 
Score: -9221781.000000 Penalty: 5503.277344
	Iteration 60F: 3 clusters Score -9221781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 63925 members 
Entering Unmasked Estep 
Score: -9221787.000000 Penalty: 5503.277344
	Iteration 61Q: 3 clusters Score -9221787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 63925 members 
Entering Unmasked Estep 
Score: -9221787.000000 Penalty: 5503.277344
	Iteration 62F: 3 clusters Score -9221787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -185251.000000 Penalty: 1789.379517
	Iteration 0F: 2 clusters Score -185251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -183079.953125 Penalty: 3578.759033
	Iteration 0F: 3 clusters Score -183080 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -183430.875000 Penalty: 3578.759033
	Iteration 1F: 3 clusters Score -183430.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -183545.390625 Penalty: 3578.759033
	Iteration 2F: 3 clusters Score -183545.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -183608.953125 Penalty: 3578.759033
	Iteration 3Q: 3 clusters Score -183609 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -183686.890625 Penalty: 3578.759033
	Iteration 4Q: 3 clusters Score -183686.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -183808.968750 Penalty: 3578.759033
	Iteration 5Q: 3 clusters Score -183809 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -183986.531250 Penalty: 3578.759033
	Iteration 6Q: 3 clusters Score -183986.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -184114.343750 Penalty: 3578.759033
	Iteration 7Q: 3 clusters Score -184114.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -184210.750000 Penalty: 3578.759033
	Iteration 8Q: 3 clusters Score -184210.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -184287.843750 Penalty: 3578.759033
	Iteration 9Q: 3 clusters Score -184287.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -184353.187500 Penalty: 3578.759033
	Iteration 10Q: 3 clusters Score -184353.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -184378.515625 Penalty: 3578.759033
	Iteration 11Q: 3 clusters Score -184378.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -184397.015625 Penalty: 3578.759033
	Iteration 12Q: 3 clusters Score -184397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -184407.296875 Penalty: 3578.759033
	Iteration 13Q: 3 clusters Score -184407.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -184412.718750 Penalty: 3578.759033
	Iteration 14Q: 3 clusters Score -184412.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -184414.703125 Penalty: 3578.759033
	Iteration 15Q: 3 clusters Score -184414.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -184417.625000 Penalty: 3578.759033
	Iteration 16Q: 3 clusters Score -184417.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -184419.531250 Penalty: 3578.759033
	Iteration 17Q: 3 clusters Score -184419.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -184422.390625 Penalty: 3578.759033
	Iteration 18Q: 3 clusters Score -184422.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -184427.000000 Penalty: 3578.759033
	Iteration 19Q: 3 clusters Score -184427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -184428.484375 Penalty: 3578.759033
	Iteration 20F: 3 clusters Score -184428.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -184429.218750 Penalty: 3578.759033
	Iteration 21Q: 3 clusters Score -184429.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -184429.906250 Penalty: 3578.759033
	Iteration 22Q: 3 clusters Score -184429.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -184431.234375 Penalty: 3578.759033
	Iteration 23Q: 3 clusters Score -184431.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -184431.593750 Penalty: 3578.759033
	Iteration 24Q: 3 clusters Score -184431.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -184431.593750 Penalty: 3578.759033
	Iteration 25F: 3 clusters Score -184431.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Entering Unmasked Estep 
Score: -1360978.750000 Penalty: 2282.646973
	Iteration 0F: 2 clusters Score -1360979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1353363.875000 Penalty: 4565.293945
	Iteration 0F: 3 clusters Score -1353364 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1355604.375000 Penalty: 4565.293945
	Iteration 1F: 3 clusters Score -1355604 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1355952.000000 Penalty: 4565.293945
	Iteration 2F: 3 clusters Score -1355952 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1356220.375000 Penalty: 4565.293945
	Iteration 3F: 3 clusters Score -1356220 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1356448.500000 Penalty: 4565.293945
	Iteration 4Q: 3 clusters Score -1356448 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1356624.625000 Penalty: 4565.293945
	Iteration 5Q: 3 clusters Score -1356625 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1356769.250000 Penalty: 4565.293945
	Iteration 6Q: 3 clusters Score -1356769 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1356901.875000 Penalty: 4565.293945
	Iteration 7Q: 3 clusters Score -1356902 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1357033.375000 Penalty: 4565.293945
	Iteration 8Q: 3 clusters Score -1357033 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1357154.125000 Penalty: 4565.293945
	Iteration 9Q: 3 clusters Score -1357154 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1357285.750000 Penalty: 4565.293945
	Iteration 10Q: 3 clusters Score -1357286 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1357406.750000 Penalty: 4565.293945
	Iteration 11Q: 3 clusters Score -1357407 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1357543.875000 Penalty: 4565.293945
	Iteration 12Q: 3 clusters Score -1357544 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1357696.625000 Penalty: 4565.293945
	Iteration 13Q: 3 clusters Score -1357697 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1357858.750000 Penalty: 4565.293945
	Iteration 14Q: 3 clusters Score -1357859 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1358028.000000 Penalty: 4565.293945
	Iteration 15Q: 3 clusters Score -1358028 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1358200.875000 Penalty: 4565.293945
	Iteration 16Q: 3 clusters Score -1358201 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1358344.125000 Penalty: 4565.293945
	Iteration 17Q: 3 clusters Score -1358344 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1358456.125000 Penalty: 4565.293945
	Iteration 18Q: 3 clusters Score -1358456 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1358573.750000 Penalty: 4565.293945
	Iteration 19Q: 3 clusters Score -1358574 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1358674.500000 Penalty: 4565.293945
	Iteration 20F: 3 clusters Score -1358674 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1358746.500000 Penalty: 4565.293945
	Iteration 21Q: 3 clusters Score -1358746 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1358796.375000 Penalty: 4565.293945
	Iteration 22Q: 3 clusters Score -1358796 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1358844.125000 Penalty: 4565.293945
	Iteration 23Q: 3 clusters Score -1358844 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1358883.625000 Penalty: 4565.293945
	Iteration 24Q: 3 clusters Score -1358884 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1358912.125000 Penalty: 4565.293945
	Iteration 25Q: 3 clusters Score -1358912 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1358931.750000 Penalty: 4565.293945
	Iteration 26Q: 3 clusters Score -1358932 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1358947.875000 Penalty: 4565.293945
	Iteration 27Q: 3 clusters Score -1358948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1358962.125000 Penalty: 4565.293945
	Iteration 28Q: 3 clusters Score -1358962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1358967.750000 Penalty: 4565.293945
	Iteration 29Q: 3 clusters Score -1358968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1358973.875000 Penalty: 4565.293945
	Iteration 30Q: 3 clusters Score -1358974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1358983.625000 Penalty: 4565.293945
	Iteration 31Q: 3 clusters Score -1358984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1358989.875000 Penalty: 4565.293945
	Iteration 32Q: 3 clusters Score -1358990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1358990.625000 Penalty: 4565.293945
	Iteration 33Q: 3 clusters Score -1358991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1358993.250000 Penalty: 4565.293945
	Iteration 34Q: 3 clusters Score -1358993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1359001.750000 Penalty: 4565.293945
	Iteration 35Q: 3 clusters Score -1359002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1359005.125000 Penalty: 4565.293945
	Iteration 36Q: 3 clusters Score -1359005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1359013.875000 Penalty: 4565.293945
	Iteration 37Q: 3 clusters Score -1359014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1359021.375000 Penalty: 4565.293945
	Iteration 38Q: 3 clusters Score -1359021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1359028.250000 Penalty: 4565.293945
	Iteration 39Q: 3 clusters Score -1359028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1359035.625000 Penalty: 4565.293945
	Iteration 40F: 3 clusters Score -1359036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1359042.500000 Penalty: 4565.293945
	Iteration 41Q: 3 clusters Score -1359042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1359045.375000 Penalty: 4565.293945
	Iteration 42Q: 3 clusters Score -1359045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1359045.250000 Penalty: 4565.293945
	Iteration 43Q: 3 clusters Score -1359045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1359044.125000 Penalty: 4565.293945
	Iteration 44Q: 3 clusters Score -1359044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1359047.750000 Penalty: 4565.293945
	Iteration 45Q: 3 clusters Score -1359048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1359050.375000 Penalty: 4565.293945
	Iteration 46Q: 3 clusters Score -1359050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1359052.875000 Penalty: 4565.293945
	Iteration 47Q: 3 clusters Score -1359053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1359050.125000 Penalty: 4565.293945
	Iteration 48Q: 3 clusters Score -1359050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1359053.750000 Penalty: 4565.293945
	Iteration 49Q: 3 clusters Score -1359054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1359054.375000 Penalty: 4565.293945
	Iteration 50Q: 3 clusters Score -1359054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1359055.625000 Penalty: 4565.293945
	Iteration 51Q: 3 clusters Score -1359056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1359057.125000 Penalty: 4565.293945
	Iteration 52Q: 3 clusters Score -1359057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1359057.875000 Penalty: 4565.293945
	Iteration 53Q: 3 clusters Score -1359058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1359060.375000 Penalty: 4565.293945
	Iteration 54Q: 3 clusters Score -1359060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1359064.875000 Penalty: 4565.293945
	Iteration 55Q: 3 clusters Score -1359065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1359065.375000 Penalty: 4565.293945
	Iteration 56Q: 3 clusters Score -1359065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1359066.875000 Penalty: 4565.293945
	Iteration 57Q: 3 clusters Score -1359067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1359071.750000 Penalty: 4565.293945
	Iteration 58Q: 3 clusters Score -1359072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1359075.500000 Penalty: 4565.293945
	Iteration 59Q: 3 clusters Score -1359076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1359080.000000 Penalty: 4565.293945
	Iteration 60F: 3 clusters Score -1359080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1359082.875000 Penalty: 4565.293945
	Iteration 61Q: 3 clusters Score -1359083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1359088.000000 Penalty: 4565.293945
	Iteration 62Q: 3 clusters Score -1359088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1359093.250000 Penalty: 4565.293945
	Iteration 63Q: 3 clusters Score -1359093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1359093.625000 Penalty: 4565.293945
	Iteration 64Q: 3 clusters Score -1359094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1359096.250000 Penalty: 4565.293945
	Iteration 65Q: 3 clusters Score -1359096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1359101.250000 Penalty: 4565.293945
	Iteration 66Q: 3 clusters Score -1359101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1359104.125000 Penalty: 4565.293945
	Iteration 67Q: 3 clusters Score -1359104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1359105.625000 Penalty: 4565.293945
	Iteration 68Q: 3 clusters Score -1359106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1359104.500000 Penalty: 4565.293945
	Iteration 69Q: 3 clusters Score -1359104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1359106.125000 Penalty: 4565.293945
	Iteration 70Q: 3 clusters Score -1359106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1359110.875000 Penalty: 4565.293945
	Iteration 71Q: 3 clusters Score -1359111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1359113.625000 Penalty: 4565.293945
	Iteration 72Q: 3 clusters Score -1359114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1359114.375000 Penalty: 4565.293945
	Iteration 73Q: 3 clusters Score -1359114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1359117.125000 Penalty: 4565.293945
	Iteration 74Q: 3 clusters Score -1359117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1359115.000000 Penalty: 4565.293945
	Iteration 75Q: 3 clusters Score -1359115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1359118.125000 Penalty: 4565.293945
	Iteration 76Q: 3 clusters Score -1359118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1359119.875000 Penalty: 4565.293945
	Iteration 77Q: 3 clusters Score -1359120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1359122.375000 Penalty: 4565.293945
	Iteration 78Q: 3 clusters Score -1359122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1359124.875000 Penalty: 4565.293945
	Iteration 79Q: 3 clusters Score -1359125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1359123.500000 Penalty: 4565.293945
	Iteration 80F: 3 clusters Score -1359124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1359128.000000 Penalty: 4565.293945
	Iteration 81Q: 3 clusters Score -1359128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1359128.125000 Penalty: 4565.293945
	Iteration 82Q: 3 clusters Score -1359128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1359129.750000 Penalty: 4565.293945
	Iteration 83Q: 3 clusters Score -1359130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1359129.875000 Penalty: 4565.293945
	Iteration 84Q: 3 clusters Score -1359130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1359128.375000 Penalty: 4565.293945
	Iteration 85Q: 3 clusters Score -1359128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1359130.375000 Penalty: 4565.293945
	Iteration 86Q: 3 clusters Score -1359130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1359130.375000 Penalty: 4565.293945
	Iteration 87F: 3 clusters Score -1359130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Entering Unmasked Estep 
Score: -164931.750000 Penalty: 1770.832275
	Iteration 0F: 2 clusters Score -164931.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -162832.343750 Penalty: 3541.664551
	Iteration 0F: 3 clusters Score -162832.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -163186.906250 Penalty: 3541.664551
	Iteration 1F: 3 clusters Score -163186.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -163316.390625 Penalty: 3541.664551
	Iteration 2F: 3 clusters Score -163316.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -163434.875000 Penalty: 3541.664551
	Iteration 3F: 3 clusters Score -163434.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -163587.187500 Penalty: 3541.664551
	Iteration 4Q: 3 clusters Score -163587.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -163820.890625 Penalty: 3541.664551
	Iteration 5Q: 3 clusters Score -163820.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -163976.125000 Penalty: 3541.664551
	Iteration 6Q: 3 clusters Score -163976.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -164078.625000 Penalty: 3541.664551
	Iteration 7Q: 3 clusters Score -164078.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -164158.734375 Penalty: 3541.664551
	Iteration 8Q: 3 clusters Score -164158.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -164218.531250 Penalty: 3541.664551
	Iteration 9Q: 3 clusters Score -164218.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -164274.656250 Penalty: 3541.664551
	Iteration 10Q: 3 clusters Score -164274.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -164309.093750 Penalty: 3541.664551
	Iteration 11Q: 3 clusters Score -164309.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -164332.156250 Penalty: 3541.664551
	Iteration 12Q: 3 clusters Score -164332.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -164346.062500 Penalty: 3541.664551
	Iteration 13Q: 3 clusters Score -164346.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -164362.265625 Penalty: 3541.664551
	Iteration 14Q: 3 clusters Score -164362.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -164382.265625 Penalty: 3541.664551
	Iteration 15Q: 3 clusters Score -164382.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -164399.859375 Penalty: 3541.664551
	Iteration 16Q: 3 clusters Score -164399.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -164424.890625 Penalty: 3541.664551
	Iteration 17Q: 3 clusters Score -164424.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -164447.703125 Penalty: 3541.664551
	Iteration 18Q: 3 clusters Score -164447.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -164466.984375 Penalty: 3541.664551
	Iteration 19Q: 3 clusters Score -164467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -164484.796875 Penalty: 3541.664551
	Iteration 20F: 3 clusters Score -164484.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -164494.546875 Penalty: 3541.664551
	Iteration 21Q: 3 clusters Score -164494.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -164499.437500 Penalty: 3541.664551
	Iteration 22Q: 3 clusters Score -164499.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -164500.562500 Penalty: 3541.664551
	Iteration 23Q: 3 clusters Score -164500.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -164500.562500 Penalty: 3541.664551
	Iteration 24F: 3 clusters Score -164500.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 141953 members 
Mstep: Class 4 contains 7610 members 
Mstep: Class 5 contains 56840 members 
Mstep: Class 6 contains 31899 members 
Mstep: Class 7 contains 43224 members 
Mstep: Class 8 contains 17588 members 
Mstep: Class 9 contains 137127 members 
Mstep: Class 10 contains 8472 members 
Mstep: Class 11 contains 22358 members 
Mstep: Class 12 contains 47930 members 
Mstep: Class 13 contains 604 members 
Mstep: Class 14 contains 25919 members 
Mstep: Class 15 contains 124796 members 
Mstep: Class 16 contains 7413 members 
Mstep: Class 17 contains 5464 members 
Mstep: Class 18 contains 7534 members 
Mstep: Class 19 contains 42483 members 
Mstep: Class 20 contains 126654 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31826 members 
Mstep: Class 23 contains 5930 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43813 members 
Mstep: Class 26 contains 6565 members 
Mstep: Class 27 contains 5829 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65862 members 
Mstep: Class 30 contains 1360 members 
Mstep: Class 31 contains 9939 members 
Mstep: Class 32 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956544.000000 Penalty: 110053.570312
Iteration 279Q: 33 clusters Score -1.429565e+08 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 141908 members 
Mstep: Class 4 contains 7608 members 
Mstep: Class 5 contains 55738 members 
Mstep: Class 6 contains 31942 members 
Mstep: Class 7 contains 43170 members 
Mstep: Class 8 contains 17583 members 
Mstep: Class 9 contains 137650 members 
Mstep: Class 10 contains 8469 members 
Mstep: Class 11 contains 22368 members 
Mstep: Class 12 contains 47979 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25920 members 
Mstep: Class 15 contains 125251 members 
Mstep: Class 16 contains 7414 members 
Mstep: Class 17 contains 5481 members 
Mstep: Class 18 contains 7537 members 
Mstep: Class 19 contains 42496 members 
Mstep: Class 20 contains 126596 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31880 members 
Mstep: Class 23 contains 5929 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43843 members 
Mstep: Class 26 contains 6565 members 
Mstep: Class 27 contains 5829 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65921 members 
Mstep: Class 30 contains 1365 members 
Mstep: Class 31 contains 9944 members 
Mstep: Class 32 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956816.000000 Penalty: 110053.570312
Iteration 280F: 33 clusters Score -1.429568e+08 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 141935 members 
Mstep: Class 4 contains 7609 members 
Mstep: Class 5 contains 54675 members 
Mstep: Class 6 contains 31966 members 
Mstep: Class 7 contains 43125 members 
Mstep: Class 8 contains 17581 members 
Mstep: Class 9 contains 138056 members 
Mstep: Class 10 contains 8467 members 
Mstep: Class 11 contains 22399 members 
Mstep: Class 12 contains 47999 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25922 members 
Mstep: Class 15 contains 125747 members 
Mstep: Class 16 contains 7414 members 
Mstep: Class 17 contains 5491 members 
Mstep: Class 18 contains 7543 members 
Mstep: Class 19 contains 42500 members 
Mstep: Class 20 contains 126532 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31921 members 
Mstep: Class 23 contains 5929 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43857 members 
Mstep: Class 26 contains 6565 members 
Mstep: Class 27 contains 5831 members 
Mstep: Class 28 contains 15465 members 
Mstep: Class 29 contains 65997 members 
Mstep: Class 30 contains 1373 members 
Mstep: Class 31 contains 9951 members 
Mstep: Class 32 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956992.000000 Penalty: 110053.570312
Iteration 281Q: 33 clusters Score -1.42957e+08 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 141999 members 
Mstep: Class 4 contains 7607 members 
Mstep: Class 5 contains 53752 members 
Mstep: Class 6 contains 32005 members 
Mstep: Class 7 contains 43074 members 
Mstep: Class 8 contains 17573 members 
Mstep: Class 9 contains 138362 members 
Mstep: Class 10 contains 8463 members 
Mstep: Class 11 contains 22408 members 
Mstep: Class 12 contains 47998 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25924 members 
Mstep: Class 15 contains 126240 members 
Mstep: Class 16 contains 7403 members 
Mstep: Class 17 contains 5505 members 
Mstep: Class 18 contains 7546 members 
Mstep: Class 19 contains 42525 members 
Mstep: Class 20 contains 126442 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31945 members 
Mstep: Class 23 contains 5930 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43879 members 
Mstep: Class 26 contains 6565 members 
Mstep: Class 27 contains 5833 members 
Mstep: Class 28 contains 15465 members 
Mstep: Class 29 contains 66074 members 
Mstep: Class 30 contains 1376 members 
Mstep: Class 31 contains 9957 members 
Mstep: Class 32 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957008.000000 Penalty: 110053.570312
Iteration 282Q: 33 clusters Score -1.42957e+08 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2615 members 
Mstep: Class 3 contains 142081 members 
Mstep: Class 4 contains 7608 members 
Mstep: Class 5 contains 52886 members 
Mstep: Class 6 contains 32040 members 
Mstep: Class 7 contains 43037 members 
Mstep: Class 8 contains 17570 members 
Mstep: Class 9 contains 138589 members 
Mstep: Class 10 contains 8465 members 
Mstep: Class 11 contains 22419 members 
Mstep: Class 12 contains 47996 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25933 members 
Mstep: Class 15 contains 126740 members 
Mstep: Class 16 contains 7408 members 
Mstep: Class 17 contains 5515 members 
Mstep: Class 18 contains 7543 members 
Mstep: Class 19 contains 42543 members 
Mstep: Class 20 contains 126350 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31959 members 
Mstep: Class 23 contains 5930 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43901 members 
Mstep: Class 26 contains 6565 members 
Mstep: Class 27 contains 5834 members 
Mstep: Class 28 contains 15465 members 
Mstep: Class 29 contains 66132 members 
Mstep: Class 30 contains 1381 members 
Mstep: Class 31 contains 9961 members 
Mstep: Class 32 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956864.000000 Penalty: 110053.570312
Iteration 283Q: 33 clusters Score -1.429569e+08 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 142197 members 
Mstep: Class 4 contains 7604 members 
Mstep: Class 5 contains 52080 members 
Mstep: Class 6 contains 32087 members 
Mstep: Class 7 contains 43001 members 
Mstep: Class 8 contains 17566 members 
Mstep: Class 9 contains 138739 members 
Mstep: Class 10 contains 8465 members 
Mstep: Class 11 contains 22417 members 
Mstep: Class 12 contains 48003 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25938 members 
Mstep: Class 15 contains 127235 members 
Mstep: Class 16 contains 7408 members 
Mstep: Class 17 contains 5516 members 
Mstep: Class 18 contains 7546 members 
Mstep: Class 19 contains 42571 members 
Mstep: Class 20 contains 126252 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31981 members 
Mstep: Class 23 contains 5931 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43907 members 
Mstep: Class 26 contains 6566 members 
Mstep: Class 27 contains 5835 members 
Mstep: Class 28 contains 15465 members 
Mstep: Class 29 contains 66196 members 
Mstep: Class 30 contains 1384 members 
Mstep: Class 31 contains 9960 members 
Mstep: Class 32 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956880.000000 Penalty: 110053.570312
Iteration 284Q: 33 clusters Score -1.429569e+08 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 142343 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 51378 members 
Mstep: Class 6 contains 32122 members 
Mstep: Class 7 contains 42953 members 
Mstep: Class 8 contains 17563 members 
Mstep: Class 9 contains 138824 members 
Mstep: Class 10 contains 8463 members 
Mstep: Class 11 contains 22403 members 
Mstep: Class 12 contains 47992 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25940 members 
Mstep: Class 15 contains 127816 members 
Mstep: Class 16 contains 7413 members 
Mstep: Class 17 contains 5513 members 
Mstep: Class 18 contains 7544 members 
Mstep: Class 19 contains 42597 members 
Mstep: Class 20 contains 126123 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31991 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43889 members 
Mstep: Class 26 contains 6567 members 
Mstep: Class 27 contains 5834 members 
Mstep: Class 28 contains 15465 members 
Mstep: Class 29 contains 66230 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9965 members 
Mstep: Class 32 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956672.000000 Penalty: 110053.570312
Iteration 285Q: 33 clusters Score -1.429567e+08 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 142530 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 50768 members 
Mstep: Class 6 contains 32146 members 
Mstep: Class 7 contains 42916 members 
Mstep: Class 8 contains 17562 members 
Mstep: Class 9 contains 138870 members 
Mstep: Class 10 contains 8463 members 
Mstep: Class 11 contains 22401 members 
Mstep: Class 12 contains 47996 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25944 members 
Mstep: Class 15 contains 128288 members 
Mstep: Class 16 contains 7412 members 
Mstep: Class 17 contains 5516 members 
Mstep: Class 18 contains 7546 members 
Mstep: Class 19 contains 42621 members 
Mstep: Class 20 contains 125978 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31996 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43885 members 
Mstep: Class 26 contains 6568 members 
Mstep: Class 27 contains 5834 members 
Mstep: Class 28 contains 15465 members 
Mstep: Class 29 contains 66263 members 
Mstep: Class 30 contains 1384 members 
Mstep: Class 31 contains 9967 members 
Mstep: Class 32 contains 1261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956704.000000 Penalty: 110053.570312
Iteration 286Q: 33 clusters Score -1.429567e+08 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 142713 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 50188 members 
Mstep: Class 6 contains 32184 members 
Mstep: Class 7 contains 42892 members 
Mstep: Class 8 contains 17557 members 
Mstep: Class 9 contains 138885 members 
Mstep: Class 10 contains 8464 members 
Mstep: Class 11 contains 22386 members 
Mstep: Class 12 contains 47998 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25950 members 
Mstep: Class 15 contains 128756 members 
Mstep: Class 16 contains 7410 members 
Mstep: Class 17 contains 5524 members 
Mstep: Class 18 contains 7550 members 
Mstep: Class 19 contains 42654 members 
Mstep: Class 20 contains 125831 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31996 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43892 members 
Mstep: Class 26 contains 6567 members 
Mstep: Class 27 contains 5833 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 66273 members 
Mstep: Class 30 contains 1384 members 
Mstep: Class 31 contains 9966 members 
Mstep: Class 32 contains 1261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956144.000000 Penalty: 110053.570312
Iteration 287Q: 33 clusters Score -1.429561e+08 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 142904 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 49612 members 
Mstep: Class 6 contains 32207 members 
Mstep: Class 7 contains 42865 members 
Mstep: Class 8 contains 17558 members 
Mstep: Class 9 contains 138846 members 
Mstep: Class 10 contains 8465 members 
Mstep: Class 11 contains 22392 members 
Mstep: Class 12 contains 47989 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25952 members 
Mstep: Class 15 contains 129229 members 
Mstep: Class 16 contains 7407 members 
Mstep: Class 17 contains 5530 members 
Mstep: Class 18 contains 7549 members 
Mstep: Class 19 contains 42679 members 
Mstep: Class 20 contains 125729 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31999 members 
Mstep: Class 23 contains 5927 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43899 members 
Mstep: Class 26 contains 6567 members 
Mstep: Class 27 contains 5832 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 66300 members 
Mstep: Class 30 contains 1384 members 
Mstep: Class 31 contains 9967 members 
Mstep: Class 32 contains 1261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956176.000000 Penalty: 110053.570312
Iteration 288Q: 33 clusters Score -1.429562e+08 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 143123 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 49088 members 
Mstep: Class 6 contains 32241 members 
Mstep: Class 7 contains 42825 members 
Mstep: Class 8 contains 17553 members 
Mstep: Class 9 contains 138748 members 
Mstep: Class 10 contains 8466 members 
Mstep: Class 11 contains 22398 members 
Mstep: Class 12 contains 47988 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25958 members 
Mstep: Class 15 contains 129719 members 
Mstep: Class 16 contains 7405 members 
Mstep: Class 17 contains 5531 members 
Mstep: Class 18 contains 7551 members 
Mstep: Class 19 contains 42697 members 
Mstep: Class 20 contains 125642 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31989 members 
Mstep: Class 23 contains 5928 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43877 members 
Mstep: Class 26 contains 6570 members 
Mstep: Class 27 contains 5831 members 
Mstep: Class 28 contains 15463 members 
Mstep: Class 29 contains 66308 members 
Mstep: Class 30 contains 1383 members 
Mstep: Class 31 contains 9970 members 
Mstep: Class 32 contains 1261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956304.000000 Penalty: 110053.570312
Iteration 289Q: 33 clusters Score -1.429563e+08 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 143334 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 48646 members 
Mstep: Class 6 contains 32243 members 
Mstep: Class 7 contains 42779 members 
Mstep: Class 8 contains 17560 members 
Mstep: Class 9 contains 138622 members 
Mstep: Class 10 contains 8464 members 
Mstep: Class 11 contains 22415 members 
Mstep: Class 12 contains 47957 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25963 members 
Mstep: Class 15 contains 130226 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5532 members 
Mstep: Class 18 contains 7547 members 
Mstep: Class 19 contains 42713 members 
Mstep: Class 20 contains 125536 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31972 members 
Mstep: Class 23 contains 5927 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43883 members 
Mstep: Class 26 contains 6570 members 
Mstep: Class 27 contains 5831 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 66314 members 
Mstep: Class 30 contains 1384 members 
Mstep: Class 31 contains 9974 members 
Mstep: Class 32 contains 1261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956272.000000 Penalty: 110053.570312
Iteration 290Q: 33 clusters Score -1.429563e+08 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 143582 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 48215 members 
Mstep: Class 6 contains 32245 members 
Mstep: Class 7 contains 42741 members 
Mstep: Class 8 contains 17563 members 
Mstep: Class 9 contains 138478 members 
Mstep: Class 10 contains 8467 members 
Mstep: Class 11 contains 22419 members 
Mstep: Class 12 contains 47930 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25963 members 
Mstep: Class 15 contains 130696 members 
Mstep: Class 16 contains 7394 members 
Mstep: Class 17 contains 5535 members 
Mstep: Class 18 contains 7545 members 
Mstep: Class 19 contains 42738 members 
Mstep: Class 20 contains 125439 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31949 members 
Mstep: Class 23 contains 5927 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43888 members 
Mstep: Class 26 contains 6568 members 
Mstep: Class 27 contains 5831 members 
Mstep: Class 28 contains 15465 members 
Mstep: Class 29 contains 66315 members 
Mstep: Class 30 contains 1384 members 
Mstep: Class 31 contains 9976 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142955904.000000 Penalty: 110053.570312
Iteration 291Q: 33 clusters Score -1.429559e+08 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 143836 members 
Mstep: Class 4 contains 7599 members 
Mstep: Class 5 contains 47879 members 
Mstep: Class 6 contains 32244 members 
Mstep: Class 7 contains 42713 members 
Mstep: Class 8 contains 17563 members 
Mstep: Class 9 contains 138344 members 
Mstep: Class 10 contains 8467 members 
Mstep: Class 11 contains 22423 members 
Mstep: Class 12 contains 47902 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25964 members 
Mstep: Class 15 contains 131049 members 
Mstep: Class 16 contains 7400 members 
Mstep: Class 17 contains 5542 members 
Mstep: Class 18 contains 7546 members 
Mstep: Class 19 contains 42767 members 
Mstep: Class 20 contains 125319 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31929 members 
Mstep: Class 23 contains 5928 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43891 members 
Mstep: Class 26 contains 6570 members 
Mstep: Class 27 contains 5834 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 66312 members 
Mstep: Class 30 contains 1385 members 
Mstep: Class 31 contains 9978 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142955952.000000 Penalty: 110053.570312
Iteration 292Q: 33 clusters Score -1.42956e+08 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2617 members 
Mstep: Class 3 contains 144099 members 
Mstep: Class 4 contains 7599 members 
Mstep: Class 5 contains 47557 members 
Mstep: Class 6 contains 32259 members 
Mstep: Class 7 contains 42694 members 
Mstep: Class 8 contains 17565 members 
Mstep: Class 9 contains 138201 members 
Mstep: Class 10 contains 8468 members 
Mstep: Class 11 contains 22417 members 
Mstep: Class 12 contains 47888 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25966 members 
Mstep: Class 15 contains 131380 members 
Mstep: Class 16 contains 7403 members 
Mstep: Class 17 contains 5544 members 
Mstep: Class 18 contains 7546 members 
Mstep: Class 19 contains 42796 members 
Mstep: Class 20 contains 125198 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31914 members 
Mstep: Class 23 contains 5930 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43885 members 
Mstep: Class 26 contains 6571 members 
Mstep: Class 27 contains 5836 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 66304 members 
Mstep: Class 30 contains 1387 members 
Mstep: Class 31 contains 9977 members 
Mstep: Class 32 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142955712.000000 Penalty: 110053.570312
Iteration 293Q: 33 clusters Score -1.429557e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2617 members 
Mstep: Class 3 contains 144401 members 
Mstep: Class 4 contains 7599 members 
Mstep: Class 5 contains 47284 members 
Mstep: Class 6 contains 32271 members 
Mstep: Class 7 contains 42665 members 
Mstep: Class 8 contains 17564 members 
Mstep: Class 9 contains 138038 members 
Mstep: Class 10 contains 8470 members 
Mstep: Class 11 contains 22404 members 
Mstep: Class 12 contains 47870 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25970 members 
Mstep: Class 15 contains 131702 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 5547 members 
Mstep: Class 18 contains 7545 members 
Mstep: Class 19 contains 42832 members 
Mstep: Class 20 contains 125048 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31900 members 
Mstep: Class 23 contains 5929 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43880 members 
Mstep: Class 26 contains 6572 members 
Mstep: Class 27 contains 5836 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 66296 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9976 members 
Mstep: Class 32 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956096.000000 Penalty: 110053.570312
Iteration 294Q: 33 clusters Score -1.429561e+08 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2617 members 
Mstep: Class 3 contains 144740 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 47026 members 
Mstep: Class 6 contains 32282 members 
Mstep: Class 7 contains 42638 members 
Mstep: Class 8 contains 17561 members 
Mstep: Class 9 contains 137858 members 
Mstep: Class 10 contains 8471 members 
Mstep: Class 11 contains 22413 members 
Mstep: Class 12 contains 47851 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25972 members 
Mstep: Class 15 contains 131945 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 5550 members 
Mstep: Class 18 contains 7541 members 
Mstep: Class 19 contains 42867 members 
Mstep: Class 20 contains 124933 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31884 members 
Mstep: Class 23 contains 5930 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43878 members 
Mstep: Class 26 contains 6575 members 
Mstep: Class 27 contains 5836 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 66272 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9976 members 
Mstep: Class 32 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142955728.000000 Penalty: 110053.570312
Iteration 295Q: 33 clusters Score -1.429557e+08 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2617 members 
Mstep: Class 3 contains 145068 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 46802 members 
Mstep: Class 6 contains 32308 members 
Mstep: Class 7 contains 42617 members 
Mstep: Class 8 contains 17560 members 
Mstep: Class 9 contains 137643 members 
Mstep: Class 10 contains 8470 members 
Mstep: Class 11 contains 22407 members 
Mstep: Class 12 contains 47842 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25980 members 
Mstep: Class 15 contains 132174 members 
Mstep: Class 16 contains 7397 members 
Mstep: Class 17 contains 5551 members 
Mstep: Class 18 contains 7540 members 
Mstep: Class 19 contains 42907 members 
Mstep: Class 20 contains 124809 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31868 members 
Mstep: Class 23 contains 5927 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43882 members 
Mstep: Class 26 contains 6576 members 
Mstep: Class 27 contains 5836 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 66258 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9976 members 
Mstep: Class 32 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956048.000000 Penalty: 110053.570312
Iteration 296Q: 33 clusters Score -1.42956e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 2618 members 
Mstep: Class 3 contains 145399 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 46587 members 
Mstep: Class 6 contains 32333 members 
Mstep: Class 7 contains 42600 members 
Mstep: Class 8 contains 17562 members 
Mstep: Class 9 contains 137431 members 
Mstep: Class 10 contains 8471 members 
Mstep: Class 11 contains 22414 members 
Mstep: Class 12 contains 47823 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25986 members 
Mstep: Class 15 contains 132361 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5553 members 
Mstep: Class 18 contains 7540 members 
Mstep: Class 19 contains 42939 members 
Mstep: Class 20 contains 124718 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31850 members 
Mstep: Class 23 contains 5928 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43863 members 
Mstep: Class 26 contains 6579 members 
Mstep: Class 27 contains 5836 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 66249 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9980 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142955888.000000 Penalty: 110053.570312
Iteration 297Q: 33 clusters Score -1.429559e+08 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2617 members 
Mstep: Class 3 contains 145728 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 46397 members 
Mstep: Class 6 contains 32361 members 
Mstep: Class 7 contains 42588 members 
Mstep: Class 8 contains 17564 members 
Mstep: Class 9 contains 137207 members 
Mstep: Class 10 contains 8472 members 
Mstep: Class 11 contains 22422 members 
Mstep: Class 12 contains 47808 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25988 members 
Mstep: Class 15 contains 132504 members 
Mstep: Class 16 contains 7397 members 
Mstep: Class 17 contains 5555 members 
Mstep: Class 18 contains 7538 members 
Mstep: Class 19 contains 42971 members 
Mstep: Class 20 contains 124625 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31845 members 
Mstep: Class 23 contains 5929 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43868 members 
Mstep: Class 26 contains 6578 members 
Mstep: Class 27 contains 5836 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 66238 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9979 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142955808.000000 Penalty: 110053.570312
Iteration 298Q: 33 clusters Score -1.429558e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 146016 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 46215 members 
Mstep: Class 6 contains 32377 members 
Mstep: Class 7 contains 42577 members 
Mstep: Class 8 contains 17563 members 
Mstep: Class 9 contains 136997 members 
Mstep: Class 10 contains 8476 members 
Mstep: Class 11 contains 22424 members 
Mstep: Class 12 contains 47792 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25993 members 
Mstep: Class 15 contains 132653 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 5556 members 
Mstep: Class 18 contains 7539 members 
Mstep: Class 19 contains 42999 members 
Mstep: Class 20 contains 124564 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31831 members 
Mstep: Class 23 contains 5928 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43886 members 
Mstep: Class 26 contains 6578 members 
Mstep: Class 27 contains 5836 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 66219 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9979 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142955840.000000 Penalty: 110053.570312
Iteration 299Q: 33 clusters Score -1.429558e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 146304 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 46062 members 
Mstep: Class 6 contains 32401 members 
Mstep: Class 7 contains 42586 members 
Mstep: Class 8 contains 17567 members 
Mstep: Class 9 contains 136797 members 
Mstep: Class 10 contains 8476 members 
Mstep: Class 11 contains 22429 members 
Mstep: Class 12 contains 47785 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25995 members 
Mstep: Class 15 contains 132706 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 5557 members 
Mstep: Class 18 contains 7537 members 
Mstep: Class 19 contains 43023 members 
Mstep: Class 20 contains 124529 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31821 members 
Mstep: Class 23 contains 5928 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43904 members 
Mstep: Class 26 contains 6579 members 
Mstep: Class 27 contains 5836 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 66197 members 
Mstep: Class 30 contains 1390 members 
Mstep: Class 31 contains 9979 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956128.000000 Penalty: 110053.570312
Iteration 300F: 33 clusters Score -1.429561e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 146580 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 45925 members 
Mstep: Class 6 contains 32418 members 
Mstep: Class 7 contains 42591 members 
Mstep: Class 8 contains 17565 members 
Mstep: Class 9 contains 136601 members 
Mstep: Class 10 contains 8477 members 
Mstep: Class 11 contains 22434 members 
Mstep: Class 12 contains 47780 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25998 members 
Mstep: Class 15 contains 132768 members 
Mstep: Class 16 contains 7397 members 
Mstep: Class 17 contains 5558 members 
Mstep: Class 18 contains 7536 members 
Mstep: Class 19 contains 43053 members 
Mstep: Class 20 contains 124480 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31818 members 
Mstep: Class 23 contains 5928 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43916 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5836 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 66178 members 
Mstep: Class 30 contains 1390 members 
Mstep: Class 31 contains 9980 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956064.000000 Penalty: 110053.570312
Iteration 301Q: 33 clusters Score -1.429561e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2617 members 
Mstep: Class 3 contains 146863 members 
Mstep: Class 4 contains 7599 members 
Mstep: Class 5 contains 45801 members 
Mstep: Class 6 contains 32431 members 
Mstep: Class 7 contains 42574 members 
Mstep: Class 8 contains 17565 members 
Mstep: Class 9 contains 136376 members 
Mstep: Class 10 contains 8478 members 
Mstep: Class 11 contains 22445 members 
Mstep: Class 12 contains 47775 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25998 members 
Mstep: Class 15 contains 132847 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 5560 members 
Mstep: Class 18 contains 7537 members 
Mstep: Class 19 contains 43080 members 
Mstep: Class 20 contains 124428 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31808 members 
Mstep: Class 23 contains 5926 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43946 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5837 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 66161 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956464.000000 Penalty: 110053.570312
Iteration 302Q: 33 clusters Score -1.429565e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2617 members 
Mstep: Class 3 contains 147141 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 45705 members 
Mstep: Class 6 contains 32444 members 
Mstep: Class 7 contains 42557 members 
Mstep: Class 8 contains 17567 members 
Mstep: Class 9 contains 136146 members 
Mstep: Class 10 contains 8479 members 
Mstep: Class 11 contains 22451 members 
Mstep: Class 12 contains 47772 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25998 members 
Mstep: Class 15 contains 132927 members 
Mstep: Class 16 contains 7400 members 
Mstep: Class 17 contains 5562 members 
Mstep: Class 18 contains 7537 members 
Mstep: Class 19 contains 43098 members 
Mstep: Class 20 contains 124382 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31804 members 
Mstep: Class 23 contains 5929 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43962 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5836 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 66140 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956608.000000 Penalty: 110053.570312
Iteration 303Q: 33 clusters Score -1.429566e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2618 members 
Mstep: Class 3 contains 147407 members 
Mstep: Class 4 contains 7594 members 
Mstep: Class 5 contains 45638 members 
Mstep: Class 6 contains 32455 members 
Mstep: Class 7 contains 42547 members 
Mstep: Class 8 contains 17572 members 
Mstep: Class 9 contains 135896 members 
Mstep: Class 10 contains 8480 members 
Mstep: Class 11 contains 22457 members 
Mstep: Class 12 contains 47759 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 25998 members 
Mstep: Class 15 contains 132980 members 
Mstep: Class 16 contains 7401 members 
Mstep: Class 17 contains 5561 members 
Mstep: Class 18 contains 7537 members 
Mstep: Class 19 contains 43123 members 
Mstep: Class 20 contains 124353 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31808 members 
Mstep: Class 23 contains 5930 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43980 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5836 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 66119 members 
Mstep: Class 30 contains 1390 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956592.000000 Penalty: 110053.570312
Iteration 304Q: 33 clusters Score -1.429566e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2618 members 
Mstep: Class 3 contains 147671 members 
Mstep: Class 4 contains 7593 members 
Mstep: Class 5 contains 45576 members 
Mstep: Class 6 contains 32467 members 
Mstep: Class 7 contains 42538 members 
Mstep: Class 8 contains 17580 members 
Mstep: Class 9 contains 135660 members 
Mstep: Class 10 contains 8481 members 
Mstep: Class 11 contains 22466 members 
Mstep: Class 12 contains 47733 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 26001 members 
Mstep: Class 15 contains 133022 members 
Mstep: Class 16 contains 7400 members 
Mstep: Class 17 contains 5562 members 
Mstep: Class 18 contains 7537 members 
Mstep: Class 19 contains 43141 members 
Mstep: Class 20 contains 124346 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31804 members 
Mstep: Class 23 contains 5931 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44006 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5836 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 66079 members 
Mstep: Class 30 contains 1390 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956592.000000 Penalty: 110053.570312
Iteration 305Q: 33 clusters Score -1.429566e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 147934 members 
Mstep: Class 4 contains 7592 members 
Mstep: Class 5 contains 45525 members 
Mstep: Class 6 contains 32496 members 
Mstep: Class 7 contains 42530 members 
Mstep: Class 8 contains 17588 members 
Mstep: Class 9 contains 135442 members 
Mstep: Class 10 contains 8482 members 
Mstep: Class 11 contains 22482 members 
Mstep: Class 12 contains 47710 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 26003 members 
Mstep: Class 15 contains 132995 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 5563 members 
Mstep: Class 18 contains 7536 members 
Mstep: Class 19 contains 43154 members 
Mstep: Class 20 contains 124361 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31798 members 
Mstep: Class 23 contains 5931 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44027 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5836 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 66043 members 
Mstep: Class 30 contains 1391 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956400.000000 Penalty: 110053.570312
Iteration 306Q: 33 clusters Score -1.429564e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 148169 members 
Mstep: Class 4 contains 7591 members 
Mstep: Class 5 contains 45471 members 
Mstep: Class 6 contains 32507 members 
Mstep: Class 7 contains 42528 members 
Mstep: Class 8 contains 17592 members 
Mstep: Class 9 contains 135299 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 22488 members 
Mstep: Class 12 contains 47685 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 26005 members 
Mstep: Class 15 contains 132961 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 5563 members 
Mstep: Class 18 contains 7537 members 
Mstep: Class 19 contains 43170 members 
Mstep: Class 20 contains 124379 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31799 members 
Mstep: Class 23 contains 5931 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44036 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5836 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 65998 members 
Mstep: Class 30 contains 1391 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956624.000000 Penalty: 110053.570312
Iteration 307Q: 33 clusters Score -1.429566e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 148406 members 
Mstep: Class 4 contains 7591 members 
Mstep: Class 5 contains 45430 members 
Mstep: Class 6 contains 32511 members 
Mstep: Class 7 contains 42516 members 
Mstep: Class 8 contains 17595 members 
Mstep: Class 9 contains 135130 members 
Mstep: Class 10 contains 8485 members 
Mstep: Class 11 contains 22495 members 
Mstep: Class 12 contains 47659 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 26006 members 
Mstep: Class 15 contains 132938 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5564 members 
Mstep: Class 18 contains 7537 members 
Mstep: Class 19 contains 43187 members 
Mstep: Class 20 contains 124400 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31799 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44050 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5837 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 65964 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956432.000000 Penalty: 110053.570312
Iteration 308Q: 33 clusters Score -1.429564e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 148622 members 
Mstep: Class 4 contains 7591 members 
Mstep: Class 5 contains 45378 members 
Mstep: Class 6 contains 32513 members 
Mstep: Class 7 contains 42511 members 
Mstep: Class 8 contains 17598 members 
Mstep: Class 9 contains 134974 members 
Mstep: Class 10 contains 8485 members 
Mstep: Class 11 contains 22506 members 
Mstep: Class 12 contains 47633 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 26010 members 
Mstep: Class 15 contains 132915 members 
Mstep: Class 16 contains 7395 members 
Mstep: Class 17 contains 5566 members 
Mstep: Class 18 contains 7537 members 
Mstep: Class 19 contains 43200 members 
Mstep: Class 20 contains 124427 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31804 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44066 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5838 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 65928 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956672.000000 Penalty: 110053.570312
Iteration 309Q: 33 clusters Score -1.429567e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 148832 members 
Mstep: Class 4 contains 7591 members 
Mstep: Class 5 contains 45319 members 
Mstep: Class 6 contains 32517 members 
Mstep: Class 7 contains 42517 members 
Mstep: Class 8 contains 17598 members 
Mstep: Class 9 contains 134839 members 
Mstep: Class 10 contains 8486 members 
Mstep: Class 11 contains 22518 members 
Mstep: Class 12 contains 47624 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 26010 members 
Mstep: Class 15 contains 132855 members 
Mstep: Class 16 contains 7393 members 
Mstep: Class 17 contains 5567 members 
Mstep: Class 18 contains 7538 members 
Mstep: Class 19 contains 43219 members 
Mstep: Class 20 contains 124456 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31806 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44080 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5840 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 65893 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956864.000000 Penalty: 110053.570312
Iteration 310Q: 33 clusters Score -1.429569e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 149026 members 
Mstep: Class 4 contains 7591 members 
Mstep: Class 5 contains 45262 members 
Mstep: Class 6 contains 32520 members 
Mstep: Class 7 contains 42523 members 
Mstep: Class 8 contains 17600 members 
Mstep: Class 9 contains 134727 members 
Mstep: Class 10 contains 8486 members 
Mstep: Class 11 contains 22519 members 
Mstep: Class 12 contains 47598 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 26014 members 
Mstep: Class 15 contains 132828 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5567 members 
Mstep: Class 18 contains 7537 members 
Mstep: Class 19 contains 43233 members 
Mstep: Class 20 contains 124488 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31797 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44083 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5841 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 65868 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9981 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956560.000000 Penalty: 110053.570312
Iteration 311Q: 33 clusters Score -1.429566e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 149223 members 
Mstep: Class 4 contains 7591 members 
Mstep: Class 5 contains 45195 members 
Mstep: Class 6 contains 32525 members 
Mstep: Class 7 contains 42521 members 
Mstep: Class 8 contains 17600 members 
Mstep: Class 9 contains 134624 members 
Mstep: Class 10 contains 8486 members 
Mstep: Class 11 contains 22507 members 
Mstep: Class 12 contains 47590 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 26014 members 
Mstep: Class 15 contains 132802 members 
Mstep: Class 16 contains 7394 members 
Mstep: Class 17 contains 5567 members 
Mstep: Class 18 contains 7538 members 
Mstep: Class 19 contains 43257 members 
Mstep: Class 20 contains 124521 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31787 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44090 members 
Mstep: Class 26 contains 6579 members 
Mstep: Class 27 contains 5842 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 65827 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9981 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956576.000000 Penalty: 110053.570312
Iteration 312Q: 33 clusters Score -1.429566e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 149399 members 
Mstep: Class 4 contains 7590 members 
Mstep: Class 5 contains 45133 members 
Mstep: Class 6 contains 32534 members 
Mstep: Class 7 contains 42524 members 
Mstep: Class 8 contains 17607 members 
Mstep: Class 9 contains 134536 members 
Mstep: Class 10 contains 8487 members 
Mstep: Class 11 contains 22505 members 
Mstep: Class 12 contains 47573 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 26014 members 
Mstep: Class 15 contains 132765 members 
Mstep: Class 16 contains 7395 members 
Mstep: Class 17 contains 5567 members 
Mstep: Class 18 contains 7539 members 
Mstep: Class 19 contains 43273 members 
Mstep: Class 20 contains 124545 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31779 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44100 members 
Mstep: Class 26 contains 6579 members 
Mstep: Class 27 contains 5843 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 65791 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956784.000000 Penalty: 110053.570312
Iteration 313Q: 33 clusters Score -1.429568e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 149566 members 
Mstep: Class 4 contains 7591 members 
Mstep: Class 5 contains 45080 members 
Mstep: Class 6 contains 32545 members 
Mstep: Class 7 contains 42529 members 
Mstep: Class 8 contains 17609 members 
Mstep: Class 9 contains 134461 members 
Mstep: Class 10 contains 8489 members 
Mstep: Class 11 contains 22501 members 
Mstep: Class 12 contains 47553 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 26015 members 
Mstep: Class 15 contains 132739 members 
Mstep: Class 16 contains 7395 members 
Mstep: Class 17 contains 5566 members 
Mstep: Class 18 contains 7539 members 
Mstep: Class 19 contains 43285 members 
Mstep: Class 20 contains 124569 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31773 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44104 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5843 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 65747 members 
Mstep: Class 30 contains 1387 members 
Mstep: Class 31 contains 9981 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956848.000000 Penalty: 110053.570312
Iteration 314Q: 33 clusters Score -1.429568e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 149758 members 
Mstep: Class 4 contains 7592 members 
Mstep: Class 5 contains 45034 members 
Mstep: Class 6 contains 32554 members 
Mstep: Class 7 contains 42534 members 
Mstep: Class 8 contains 17613 members 
Mstep: Class 9 contains 134386 members 
Mstep: Class 10 contains 8489 members 
Mstep: Class 11 contains 22503 members 
Mstep: Class 12 contains 47531 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 26015 members 
Mstep: Class 15 contains 132680 members 
Mstep: Class 16 contains 7393 members 
Mstep: Class 17 contains 5566 members 
Mstep: Class 18 contains 7539 members 
Mstep: Class 19 contains 43303 members 
Mstep: Class 20 contains 124585 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31760 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44115 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 65703 members 
Mstep: Class 30 contains 1387 members 
Mstep: Class 31 contains 9981 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956656.000000 Penalty: 110053.570312
Iteration 315Q: 33 clusters Score -1.429567e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 149937 members 
Mstep: Class 4 contains 7592 members 
Mstep: Class 5 contains 45000 members 
Mstep: Class 6 contains 32565 members 
Mstep: Class 7 contains 42530 members 
Mstep: Class 8 contains 17611 members 
Mstep: Class 9 contains 134338 members 
Mstep: Class 10 contains 8490 members 
Mstep: Class 11 contains 22504 members 
Mstep: Class 12 contains 47512 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 26018 members 
Mstep: Class 15 contains 132606 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 17 contains 5566 members 
Mstep: Class 18 contains 7539 members 
Mstep: Class 19 contains 43320 members 
Mstep: Class 20 contains 124603 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31749 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44121 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 65664 members 
Mstep: Class 30 contains 1387 members 
Mstep: Class 31 contains 9979 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956640.000000 Penalty: 110053.570312
Iteration 316Q: 33 clusters Score -1.429566e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 150109 members 
Mstep: Class 4 contains 7594 members 
Mstep: Class 5 contains 44961 members 
Mstep: Class 6 contains 32570 members 
Mstep: Class 7 contains 42523 members 
Mstep: Class 8 contains 17612 members 
Mstep: Class 9 contains 134299 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22497 members 
Mstep: Class 12 contains 47494 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 26019 members 
Mstep: Class 15 contains 132543 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 17 contains 5566 members 
Mstep: Class 18 contains 7538 members 
Mstep: Class 19 contains 43336 members 
Mstep: Class 20 contains 124626 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31742 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44124 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 65622 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9978 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956688.000000 Penalty: 110053.570312
Iteration 317Q: 33 clusters Score -1.429567e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 150264 members 
Mstep: Class 4 contains 7594 members 
Mstep: Class 5 contains 44926 members 
Mstep: Class 6 contains 32582 members 
Mstep: Class 7 contains 42513 members 
Mstep: Class 8 contains 17617 members 
Mstep: Class 9 contains 134261 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22499 members 
Mstep: Class 12 contains 47482 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 26017 members 
Mstep: Class 15 contains 132504 members 
Mstep: Class 16 contains 7389 members 
Mstep: Class 17 contains 5567 members 
Mstep: Class 18 contains 7538 members 
Mstep: Class 19 contains 43349 members 
Mstep: Class 20 contains 124626 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31737 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44125 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 65578 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9976 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956576.000000 Penalty: 110053.570312
Iteration 318Q: 33 clusters Score -1.429566e+08 nChanged 533
Entering ConstructFrom: 
Score: -142956576.000000 Penalty: 110053.570312
Entering ConstructFrom: 
Trying to split cluster 1 (6021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Entering Unmasked Estep 
Score: -810747.375000 Penalty: 2158.346191
	Iteration 0F: 2 clusters Score -810747.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -805678.812500 Penalty: 4316.692383
	Iteration 0F: 3 clusters Score -805678.8 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -807051.687500 Penalty: 4316.692383
	Iteration 1F: 3 clusters Score -807051.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -807366.562500 Penalty: 4316.692383
	Iteration 2F: 3 clusters Score -807366.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -807608.562500 Penalty: 4316.692383
	Iteration 3F: 3 clusters Score -807608.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -807827.000000 Penalty: 4316.692383
	Iteration 4Q: 3 clusters Score -807827 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -808030.562500 Penalty: 4316.692383
	Iteration 5Q: 3 clusters Score -808030.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -808229.375000 Penalty: 4316.692383
	Iteration 6Q: 3 clusters Score -808229.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -808460.000000 Penalty: 4316.692383
	Iteration 7Q: 3 clusters Score -808460 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -808667.750000 Penalty: 4316.692383
	Iteration 8Q: 3 clusters Score -808667.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -808826.625000 Penalty: 4316.692383
	Iteration 9Q: 3 clusters Score -808826.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -808945.937500 Penalty: 4316.692383
	Iteration 10Q: 3 clusters Score -808945.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -809030.687500 Penalty: 4316.692383
	Iteration 11Q: 3 clusters Score -809030.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -809079.750000 Penalty: 4316.692383
	Iteration 12Q: 3 clusters Score -809079.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -809117.062500 Penalty: 4316.692383
	Iteration 13Q: 3 clusters Score -809117.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -809140.875000 Penalty: 4316.692383
	Iteration 14Q: 3 clusters Score -809140.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -809168.437500 Penalty: 4316.692383
	Iteration 15Q: 3 clusters Score -809168.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -809191.375000 Penalty: 4316.692383
	Iteration 16Q: 3 clusters Score -809191.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -809206.250000 Penalty: 4316.692383
	Iteration 17Q: 3 clusters Score -809206.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -809220.875000 Penalty: 4316.692383
	Iteration 18Q: 3 clusters Score -809220.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -809227.375000 Penalty: 4316.692383
	Iteration 19Q: 3 clusters Score -809227.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -809235.125000 Penalty: 4316.692383
	Iteration 20F: 3 clusters Score -809235.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -809239.750000 Penalty: 4316.692383
	Iteration 21Q: 3 clusters Score -809239.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -809241.125000 Penalty: 4316.692383
	Iteration 22Q: 3 clusters Score -809241.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -809242.125000 Penalty: 4316.692383
	Iteration 23Q: 3 clusters Score -809242.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -809244.375000 Penalty: 4316.692383
	Iteration 24Q: 3 clusters Score -809244.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -809246.250000 Penalty: 4316.692383
	Iteration 25Q: 3 clusters Score -809246.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -809253.375000 Penalty: 4316.692383
	Iteration 26Q: 3 clusters Score -809253.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -809255.062500 Penalty: 4316.692383
	Iteration 27Q: 3 clusters Score -809255.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -809256.250000 Penalty: 4316.692383
	Iteration 28Q: 3 clusters Score -809256.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -809256.250000 Penalty: 4316.692383
	Iteration 29F: 3 clusters Score -809256.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Entering Unmasked Estep 
Score: -345565.593750 Penalty: 1952.179810
	Iteration 0F: 2 clusters Score -345565.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -342549.843750 Penalty: 3904.359619
	Iteration 0F: 3 clusters Score -342549.8 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -343233.468750 Penalty: 3904.359619
	Iteration 1F: 3 clusters Score -343233.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -343429.718750 Penalty: 3904.359619
	Iteration 2F: 3 clusters Score -343429.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -343557.562500 Penalty: 3904.359619
	Iteration 3F: 3 clusters Score -343557.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -343638.250000 Penalty: 3904.359619
	Iteration 4Q: 3 clusters Score -343638.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -343699.625000 Penalty: 3904.359619
	Iteration 5Q: 3 clusters Score -343699.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -343749.593750 Penalty: 3904.359619
	Iteration 6Q: 3 clusters Score -343749.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -343786.125000 Penalty: 3904.359619
	Iteration 7Q: 3 clusters Score -343786.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -343812.312500 Penalty: 3904.359619
	Iteration 8Q: 3 clusters Score -343812.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -343835.406250 Penalty: 3904.359619
	Iteration 9Q: 3 clusters Score -343835.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -343862.406250 Penalty: 3904.359619
	Iteration 10Q: 3 clusters Score -343862.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -343886.718750 Penalty: 3904.359619
	Iteration 11Q: 3 clusters Score -343886.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -343912.031250 Penalty: 3904.359619
	Iteration 12Q: 3 clusters Score -343912 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -343928.593750 Penalty: 3904.359619
	Iteration 13Q: 3 clusters Score -343928.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -343939.906250 Penalty: 3904.359619
	Iteration 14Q: 3 clusters Score -343939.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -343952.468750 Penalty: 3904.359619
	Iteration 15Q: 3 clusters Score -343952.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -343960.562500 Penalty: 3904.359619
	Iteration 16Q: 3 clusters Score -343960.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -343978.562500 Penalty: 3904.359619
	Iteration 17Q: 3 clusters Score -343978.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -343998.656250 Penalty: 3904.359619
	Iteration 18Q: 3 clusters Score -343998.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -344020.000000 Penalty: 3904.359619
	Iteration 19Q: 3 clusters Score -344020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -344039.687500 Penalty: 3904.359619
	Iteration 20F: 3 clusters Score -344039.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -344057.656250 Penalty: 3904.359619
	Iteration 21Q: 3 clusters Score -344057.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -344069.343750 Penalty: 3904.359619
	Iteration 22Q: 3 clusters Score -344069.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -344082.343750 Penalty: 3904.359619
	Iteration 23Q: 3 clusters Score -344082.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -344094.812500 Penalty: 3904.359619
	Iteration 24Q: 3 clusters Score -344094.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -344109.750000 Penalty: 3904.359619
	Iteration 25Q: 3 clusters Score -344109.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -344120.593750 Penalty: 3904.359619
	Iteration 26Q: 3 clusters Score -344120.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -344129.593750 Penalty: 3904.359619
	Iteration 27Q: 3 clusters Score -344129.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -344138.656250 Penalty: 3904.359619
	Iteration 28Q: 3 clusters Score -344138.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -344144.187500 Penalty: 3904.359619
	Iteration 29Q: 3 clusters Score -344144.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -344150.156250 Penalty: 3904.359619
	Iteration 30Q: 3 clusters Score -344150.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -344153.812500 Penalty: 3904.359619
	Iteration 31Q: 3 clusters Score -344153.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -344156.562500 Penalty: 3904.359619
	Iteration 32Q: 3 clusters Score -344156.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -344158.406250 Penalty: 3904.359619
	Iteration 33Q: 3 clusters Score -344158.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -344161.062500 Penalty: 3904.359619
	Iteration 34Q: 3 clusters Score -344161.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -344163.750000 Penalty: 3904.359619
	Iteration 35Q: 3 clusters Score -344163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -344165.187500 Penalty: 3904.359619
	Iteration 36Q: 3 clusters Score -344165.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -344168.187500 Penalty: 3904.359619
	Iteration 37Q: 3 clusters Score -344168.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -344169.812500 Penalty: 3904.359619
	Iteration 38Q: 3 clusters Score -344169.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -344170.187500 Penalty: 3904.359619
	Iteration 39Q: 3 clusters Score -344170.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -344170.187500 Penalty: 3904.359619
	Iteration 40F: 3 clusters Score -344170.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (150374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150374 members 
Entering Unmasked Estep 
Score: -20891440.000000 Penalty: 2956.378662
	Iteration 0F: 2 clusters Score -2.089144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75343 members 
Mstep: Class 2 contains 75031 members 
Entering Unmasked Estep 
Score: -20794596.000000 Penalty: 5912.757324
	Iteration 0F: 3 clusters Score -2.07946e+07 nChanged 71818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78971 members 
Mstep: Class 2 contains 71403 members 
Entering Unmasked Estep 
Score: -20836408.000000 Penalty: 5912.757324
	Iteration 1F: 3 clusters Score -2.083641e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81470 members 
Mstep: Class 2 contains 68904 members 
Entering Unmasked Estep 
Score: -20837648.000000 Penalty: 5912.757324
	Iteration 2Q: 3 clusters Score -2.083765e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85222 members 
Mstep: Class 2 contains 65152 members 
Entering Unmasked Estep 
Score: -20839526.000000 Penalty: 5912.757324
	Iteration 3Q: 3 clusters Score -2.083953e+07 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90887 members 
Mstep: Class 2 contains 59487 members 
Entering Unmasked Estep 
Score: -20842632.000000 Penalty: 5912.757324
	Iteration 4Q: 3 clusters Score -2.084263e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98843 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -20848502.000000 Penalty: 5912.757324
	Iteration 5F: 3 clusters Score -2.08485e+07 nChanged 12328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109365 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -20857912.000000 Penalty: 5912.757324
	Iteration 6F: 3 clusters Score -2.085791e+07 nChanged 12941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121404 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -20868838.000000 Penalty: 5912.757324
	Iteration 7F: 3 clusters Score -2.086884e+07 nChanged 10830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132016 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -20878480.000000 Penalty: 5912.757324
	Iteration 8F: 3 clusters Score -2.087848e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138913 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -20884838.000000 Penalty: 5912.757324
	Iteration 9Q: 3 clusters Score -2.088484e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142080 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -20887724.000000 Penalty: 5912.757324
	Iteration 10Q: 3 clusters Score -2.088772e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143607 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -20888706.000000 Penalty: 5912.757324
	Iteration 11Q: 3 clusters Score -2.088871e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144574 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -20889082.000000 Penalty: 5912.757324
	Iteration 12Q: 3 clusters Score -2.088908e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145327 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -20889176.000000 Penalty: 5912.757324
	Iteration 13Q: 3 clusters Score -2.088918e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145937 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -20889320.000000 Penalty: 5912.757324
	Iteration 14Q: 3 clusters Score -2.088932e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146421 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -20889392.000000 Penalty: 5912.757324
	Iteration 15Q: 3 clusters Score -2.088939e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146837 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -20889448.000000 Penalty: 5912.757324
	Iteration 16Q: 3 clusters Score -2.088945e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147177 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -20889474.000000 Penalty: 5912.757324
	Iteration 17Q: 3 clusters Score -2.088947e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147462 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -20889514.000000 Penalty: 5912.757324
	Iteration 18Q: 3 clusters Score -2.088951e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147701 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -20889500.000000 Penalty: 5912.757324
	Iteration 19Q: 3 clusters Score -2.08895e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147902 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -20889470.000000 Penalty: 5912.757324
	Iteration 20F: 3 clusters Score -2.088947e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148074 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -20889476.000000 Penalty: 5912.757324
	Iteration 21Q: 3 clusters Score -2.088948e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148226 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -20889458.000000 Penalty: 5912.757324
	Iteration 22Q: 3 clusters Score -2.088946e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148359 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -20889462.000000 Penalty: 5912.757324
	Iteration 23Q: 3 clusters Score -2.088946e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148470 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -20889470.000000 Penalty: 5912.757324
	Iteration 24Q: 3 clusters Score -2.088947e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148559 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -20889454.000000 Penalty: 5912.757324
	Iteration 25Q: 3 clusters Score -2.088945e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148626 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -20889460.000000 Penalty: 5912.757324
	Iteration 26Q: 3 clusters Score -2.088946e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148688 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -20889470.000000 Penalty: 5912.757324
	Iteration 27Q: 3 clusters Score -2.088947e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148748 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -20889478.000000 Penalty: 5912.757324
	Iteration 28Q: 3 clusters Score -2.088948e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148792 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -20889468.000000 Penalty: 5912.757324
	Iteration 29Q: 3 clusters Score -2.088947e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148827 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -20889464.000000 Penalty: 5912.757324
	Iteration 30Q: 3 clusters Score -2.088946e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148855 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -20889466.000000 Penalty: 5912.757324
	Iteration 31Q: 3 clusters Score -2.088947e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148890 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -20889440.000000 Penalty: 5912.757324
	Iteration 32Q: 3 clusters Score -2.088944e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148920 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -20889456.000000 Penalty: 5912.757324
	Iteration 33Q: 3 clusters Score -2.088946e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148946 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -20889426.000000 Penalty: 5912.757324
	Iteration 34Q: 3 clusters Score -2.088943e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148970 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -20889426.000000 Penalty: 5912.757324
	Iteration 35Q: 3 clusters Score -2.088943e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148997 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -20889426.000000 Penalty: 5912.757324
	Iteration 36Q: 3 clusters Score -2.088943e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149023 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -20889418.000000 Penalty: 5912.757324
	Iteration 37Q: 3 clusters Score -2.088942e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149038 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -20889432.000000 Penalty: 5912.757324
	Iteration 38Q: 3 clusters Score -2.088943e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149052 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -20889438.000000 Penalty: 5912.757324
	Iteration 39Q: 3 clusters Score -2.088944e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149064 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -20889436.000000 Penalty: 5912.757324
	Iteration 40F: 3 clusters Score -2.088944e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149079 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -20889430.000000 Penalty: 5912.757324
	Iteration 41Q: 3 clusters Score -2.088943e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149094 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -20889440.000000 Penalty: 5912.757324
	Iteration 42Q: 3 clusters Score -2.088944e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149113 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -20889468.000000 Penalty: 5912.757324
	Iteration 43Q: 3 clusters Score -2.088947e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149135 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -20889448.000000 Penalty: 5912.757324
	Iteration 44Q: 3 clusters Score -2.088945e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149159 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -20889420.000000 Penalty: 5912.757324
	Iteration 45Q: 3 clusters Score -2.088942e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149182 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -20889418.000000 Penalty: 5912.757324
	Iteration 46Q: 3 clusters Score -2.088942e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149208 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -20889414.000000 Penalty: 5912.757324
	Iteration 47Q: 3 clusters Score -2.088941e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149228 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -20889464.000000 Penalty: 5912.757324
	Iteration 48Q: 3 clusters Score -2.088946e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149245 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -20889438.000000 Penalty: 5912.757324
	Iteration 49Q: 3 clusters Score -2.088944e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149263 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -20889428.000000 Penalty: 5912.757324
	Iteration 50Q: 3 clusters Score -2.088943e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149279 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -20889452.000000 Penalty: 5912.757324
	Iteration 51Q: 3 clusters Score -2.088945e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149298 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -20889418.000000 Penalty: 5912.757324
	Iteration 52Q: 3 clusters Score -2.088942e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149322 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -20889410.000000 Penalty: 5912.757324
	Iteration 53Q: 3 clusters Score -2.088941e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149340 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -20889412.000000 Penalty: 5912.757324
	Iteration 54Q: 3 clusters Score -2.088941e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149352 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -20889434.000000 Penalty: 5912.757324
	Iteration 55Q: 3 clusters Score -2.088943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149359 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -20889430.000000 Penalty: 5912.757324
	Iteration 56Q: 3 clusters Score -2.088943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149368 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -20889426.000000 Penalty: 5912.757324
	Iteration 57Q: 3 clusters Score -2.088943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149369 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -20889430.000000 Penalty: 5912.757324
	Iteration 58Q: 3 clusters Score -2.088943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149372 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -20889434.000000 Penalty: 5912.757324
	Iteration 59Q: 3 clusters Score -2.088943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149378 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -20889442.000000 Penalty: 5912.757324
	Iteration 60F: 3 clusters Score -2.088944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149379 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -20889456.000000 Penalty: 5912.757324
	Iteration 61Q: 3 clusters Score -2.088946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149381 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -20889462.000000 Penalty: 5912.757324
	Iteration 62Q: 3 clusters Score -2.088946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149382 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -20889438.000000 Penalty: 5912.757324
	Iteration 63Q: 3 clusters Score -2.088944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149383 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -20889446.000000 Penalty: 5912.757324
	Iteration 64Q: 3 clusters Score -2.088945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149383 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -20889450.000000 Penalty: 5912.757324
	Iteration 65Q: 3 clusters Score -2.088945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149383 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -20889436.000000 Penalty: 5912.757324
	Iteration 66Q: 3 clusters Score -2.088944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149385 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -20889440.000000 Penalty: 5912.757324
	Iteration 67Q: 3 clusters Score -2.088944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149388 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -20889436.000000 Penalty: 5912.757324
	Iteration 68Q: 3 clusters Score -2.088944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149387 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -20889422.000000 Penalty: 5912.757324
	Iteration 69Q: 3 clusters Score -2.088942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149387 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -20889422.000000 Penalty: 5912.757324
	Iteration 70F: 3 clusters Score -2.088942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Entering Unmasked Estep 
Score: -1018951.687500 Penalty: 2215.973633
	Iteration 0F: 2 clusters Score -1018952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1012760.562500 Penalty: 4431.947266
	Iteration 0F: 3 clusters Score -1012761 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1014640.625000 Penalty: 4431.947266
	Iteration 1F: 3 clusters Score -1014641 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1015030.000000 Penalty: 4431.947266
	Iteration 2F: 3 clusters Score -1015030 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1015303.812500 Penalty: 4431.947266
	Iteration 3F: 3 clusters Score -1015304 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1015489.562500 Penalty: 4431.947266
	Iteration 4Q: 3 clusters Score -1015490 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1015643.000000 Penalty: 4431.947266
	Iteration 5Q: 3 clusters Score -1015643 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1015786.687500 Penalty: 4431.947266
	Iteration 6Q: 3 clusters Score -1015787 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1015955.500000 Penalty: 4431.947266
	Iteration 7Q: 3 clusters Score -1015956 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1016152.625000 Penalty: 4431.947266
	Iteration 8Q: 3 clusters Score -1016153 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1016372.062500 Penalty: 4431.947266
	Iteration 9Q: 3 clusters Score -1016372 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1016598.625000 Penalty: 4431.947266
	Iteration 10Q: 3 clusters Score -1016599 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1016828.250000 Penalty: 4431.947266
	Iteration 11Q: 3 clusters Score -1016828 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1016996.375000 Penalty: 4431.947266
	Iteration 12Q: 3 clusters Score -1016996 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1017113.500000 Penalty: 4431.947266
	Iteration 13Q: 3 clusters Score -1017114 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1017187.375000 Penalty: 4431.947266
	Iteration 14Q: 3 clusters Score -1017187 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1017231.687500 Penalty: 4431.947266
	Iteration 15Q: 3 clusters Score -1017232 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1017268.750000 Penalty: 4431.947266
	Iteration 16Q: 3 clusters Score -1017269 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1017296.375000 Penalty: 4431.947266
	Iteration 17Q: 3 clusters Score -1017296 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1017322.625000 Penalty: 4431.947266
	Iteration 18Q: 3 clusters Score -1017323 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1017337.875000 Penalty: 4431.947266
	Iteration 19Q: 3 clusters Score -1017338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1017350.687500 Penalty: 4431.947266
	Iteration 20F: 3 clusters Score -1017351 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1017365.625000 Penalty: 4431.947266
	Iteration 21Q: 3 clusters Score -1017366 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1017375.187500 Penalty: 4431.947266
	Iteration 22Q: 3 clusters Score -1017375 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1017387.562500 Penalty: 4431.947266
	Iteration 23Q: 3 clusters Score -1017388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1017398.875000 Penalty: 4431.947266
	Iteration 24Q: 3 clusters Score -1017399 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1017404.875000 Penalty: 4431.947266
	Iteration 25Q: 3 clusters Score -1017405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1017413.500000 Penalty: 4431.947266
	Iteration 26Q: 3 clusters Score -1017414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1017419.625000 Penalty: 4431.947266
	Iteration 27Q: 3 clusters Score -1017420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1017426.437500 Penalty: 4431.947266
	Iteration 28Q: 3 clusters Score -1017426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1017430.687500 Penalty: 4431.947266
	Iteration 29Q: 3 clusters Score -1017431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1017434.500000 Penalty: 4431.947266
	Iteration 30Q: 3 clusters Score -1017434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1017440.000000 Penalty: 4431.947266
	Iteration 31Q: 3 clusters Score -1017440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1017444.750000 Penalty: 4431.947266
	Iteration 32Q: 3 clusters Score -1017445 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1017452.312500 Penalty: 4431.947266
	Iteration 33Q: 3 clusters Score -1017452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1017460.687500 Penalty: 4431.947266
	Iteration 34Q: 3 clusters Score -1017461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1017470.250000 Penalty: 4431.947266
	Iteration 35Q: 3 clusters Score -1017470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1017479.125000 Penalty: 4431.947266
	Iteration 36Q: 3 clusters Score -1017479 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1017491.250000 Penalty: 4431.947266
	Iteration 37Q: 3 clusters Score -1017491 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1017505.062500 Penalty: 4431.947266
	Iteration 38Q: 3 clusters Score -1017505 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1017513.687500 Penalty: 4431.947266
	Iteration 39Q: 3 clusters Score -1017514 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1017529.312500 Penalty: 4431.947266
	Iteration 40F: 3 clusters Score -1017529 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1017550.000000 Penalty: 4431.947266
	Iteration 41Q: 3 clusters Score -1017550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1017562.750000 Penalty: 4431.947266
	Iteration 42Q: 3 clusters Score -1017563 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1017573.625000 Penalty: 4431.947266
	Iteration 43Q: 3 clusters Score -1017574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1017582.875000 Penalty: 4431.947266
	Iteration 44Q: 3 clusters Score -1017583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1017595.750000 Penalty: 4431.947266
	Iteration 45Q: 3 clusters Score -1017596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1017608.937500 Penalty: 4431.947266
	Iteration 46Q: 3 clusters Score -1017609 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1017620.437500 Penalty: 4431.947266
	Iteration 47Q: 3 clusters Score -1017620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1017638.437500 Penalty: 4431.947266
	Iteration 48Q: 3 clusters Score -1017638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1017654.375000 Penalty: 4431.947266
	Iteration 49Q: 3 clusters Score -1017654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1017671.062500 Penalty: 4431.947266
	Iteration 50Q: 3 clusters Score -1017671 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1017684.937500 Penalty: 4431.947266
	Iteration 51Q: 3 clusters Score -1017685 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1017694.812500 Penalty: 4431.947266
	Iteration 52Q: 3 clusters Score -1017695 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1017705.625000 Penalty: 4431.947266
	Iteration 53Q: 3 clusters Score -1017706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1017712.625000 Penalty: 4431.947266
	Iteration 54Q: 3 clusters Score -1017713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1017717.500000 Penalty: 4431.947266
	Iteration 55Q: 3 clusters Score -1017718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1017723.937500 Penalty: 4431.947266
	Iteration 56Q: 3 clusters Score -1017724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1017730.875000 Penalty: 4431.947266
	Iteration 57Q: 3 clusters Score -1017731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1017735.187500 Penalty: 4431.947266
	Iteration 58Q: 3 clusters Score -1017735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1017740.187500 Penalty: 4431.947266
	Iteration 59Q: 3 clusters Score -1017740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1017740.875000 Penalty: 4431.947266
	Iteration 60F: 3 clusters Score -1017741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1017741.312500 Penalty: 4431.947266
	Iteration 61Q: 3 clusters Score -1017741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1017743.625000 Penalty: 4431.947266
	Iteration 62Q: 3 clusters Score -1017744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1017745.125000 Penalty: 4431.947266
	Iteration 63Q: 3 clusters Score -1017745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1017746.500000 Penalty: 4431.947266
	Iteration 64Q: 3 clusters Score -1017746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1017747.812500 Penalty: 4431.947266
	Iteration 65Q: 3 clusters Score -1017748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1017747.562500 Penalty: 4431.947266
	Iteration 66Q: 3 clusters Score -1017748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1017748.125000 Penalty: 4431.947266
	Iteration 67Q: 3 clusters Score -1017748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1017748.687500 Penalty: 4431.947266
	Iteration 68Q: 3 clusters Score -1017749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1017749.750000 Penalty: 4431.947266
	Iteration 69Q: 3 clusters Score -1017750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1017748.562500 Penalty: 4431.947266
	Iteration 70Q: 3 clusters Score -1017749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1017749.062500 Penalty: 4431.947266
	Iteration 71Q: 3 clusters Score -1017749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1017749.437500 Penalty: 4431.947266
	Iteration 72Q: 3 clusters Score -1017749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1017750.000000 Penalty: 4431.947266
	Iteration 73Q: 3 clusters Score -1017750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1017752.000000 Penalty: 4431.947266
	Iteration 74Q: 3 clusters Score -1017752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1017751.625000 Penalty: 4431.947266
	Iteration 75Q: 3 clusters Score -1017752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1017751.625000 Penalty: 4431.947266
	Iteration 76F: 3 clusters Score -1017752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Entering Unmasked Estep 
Score: -6305461.500000 Penalty: 2656.596191
	Iteration 0F: 2 clusters Score -6305462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -6275258.000000 Penalty: 5313.192383
	Iteration 0F: 3 clusters Score -6275258 nChanged 20569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -6286339.000000 Penalty: 5313.192383
	Iteration 1F: 3 clusters Score -6286339 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -6286890.000000 Penalty: 5313.192383
	Iteration 2Q: 3 clusters Score -6286890 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -6287463.500000 Penalty: 5313.192383
	Iteration 3Q: 3 clusters Score -6287464 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -6288201.000000 Penalty: 5313.192383
	Iteration 4Q: 3 clusters Score -6288201 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -6289200.000000 Penalty: 5313.192383
	Iteration 5Q: 3 clusters Score -6289200 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -6290707.500000 Penalty: 5313.192383
	Iteration 6F: 3 clusters Score -6290708 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -6292698.000000 Penalty: 5313.192383
	Iteration 7F: 3 clusters Score -6292698 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -6295076.000000 Penalty: 5313.192383
	Iteration 8F: 3 clusters Score -6295076 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -6297474.000000 Penalty: 5313.192383
	Iteration 9F: 3 clusters Score -6297474 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -6299460.500000 Penalty: 5313.192383
	Iteration 10F: 3 clusters Score -6299460 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -6300894.000000 Penalty: 5313.192383
	Iteration 11Q: 3 clusters Score -6300894 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -6301815.500000 Penalty: 5313.192383
	Iteration 12Q: 3 clusters Score -6301816 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -6302362.000000 Penalty: 5313.192383
	Iteration 13Q: 3 clusters Score -6302362 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -6302660.000000 Penalty: 5313.192383
	Iteration 14Q: 3 clusters Score -6302660 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -6302856.500000 Penalty: 5313.192383
	Iteration 15Q: 3 clusters Score -6302856 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -6303029.500000 Penalty: 5313.192383
	Iteration 16Q: 3 clusters Score -6303030 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -6303123.500000 Penalty: 5313.192383
	Iteration 17Q: 3 clusters Score -6303124 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -6303232.500000 Penalty: 5313.192383
	Iteration 18Q: 3 clusters Score -6303232 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -6303287.000000 Penalty: 5313.192383
	Iteration 19Q: 3 clusters Score -6303287 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -6303344.000000 Penalty: 5313.192383
	Iteration 20F: 3 clusters Score -6303344 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -6303389.500000 Penalty: 5313.192383
	Iteration 21Q: 3 clusters Score -6303390 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6303429.500000 Penalty: 5313.192383
	Iteration 22Q: 3 clusters Score -6303430 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -6303452.000000 Penalty: 5313.192383
	Iteration 23Q: 3 clusters Score -6303452 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6303493.500000 Penalty: 5313.192383
	Iteration 24Q: 3 clusters Score -6303494 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -6303512.500000 Penalty: 5313.192383
	Iteration 25Q: 3 clusters Score -6303512 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6303539.000000 Penalty: 5313.192383
	Iteration 26Q: 3 clusters Score -6303539 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6303545.000000 Penalty: 5313.192383
	Iteration 27Q: 3 clusters Score -6303545 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -6303571.500000 Penalty: 5313.192383
	Iteration 28Q: 3 clusters Score -6303572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6303579.000000 Penalty: 5313.192383
	Iteration 29Q: 3 clusters Score -6303579 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6303585.000000 Penalty: 5313.192383
	Iteration 30Q: 3 clusters Score -6303585 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6303601.000000 Penalty: 5313.192383
	Iteration 31Q: 3 clusters Score -6303601 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6303621.000000 Penalty: 5313.192383
	Iteration 32Q: 3 clusters Score -6303621 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6303644.500000 Penalty: 5313.192383
	Iteration 33Q: 3 clusters Score -6303644 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -6303663.500000 Penalty: 5313.192383
	Iteration 34Q: 3 clusters Score -6303664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -6303689.000000 Penalty: 5313.192383
	Iteration 35Q: 3 clusters Score -6303689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6303697.500000 Penalty: 5313.192383
	Iteration 36Q: 3 clusters Score -6303698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6303706.000000 Penalty: 5313.192383
	Iteration 37Q: 3 clusters Score -6303706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6303700.000000 Penalty: 5313.192383
	Iteration 38Q: 3 clusters Score -6303700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -6303703.500000 Penalty: 5313.192383
	Iteration 39Q: 3 clusters Score -6303704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6303694.000000 Penalty: 5313.192383
	Iteration 40F: 3 clusters Score -6303694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -6303700.000000 Penalty: 5313.192383
	Iteration 41Q: 3 clusters Score -6303700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6303697.500000 Penalty: 5313.192383
	Iteration 42Q: 3 clusters Score -6303698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6303715.500000 Penalty: 5313.192383
	Iteration 43Q: 3 clusters Score -6303716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6303710.000000 Penalty: 5313.192383
	Iteration 44Q: 3 clusters Score -6303710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6303722.000000 Penalty: 5313.192383
	Iteration 45Q: 3 clusters Score -6303722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -6303731.500000 Penalty: 5313.192383
	Iteration 46Q: 3 clusters Score -6303732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6303725.000000 Penalty: 5313.192383
	Iteration 47Q: 3 clusters Score -6303725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6303721.500000 Penalty: 5313.192383
	Iteration 48Q: 3 clusters Score -6303722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -6303717.000000 Penalty: 5313.192383
	Iteration 49Q: 3 clusters Score -6303717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6303715.500000 Penalty: 5313.192383
	Iteration 50Q: 3 clusters Score -6303716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6303715.000000 Penalty: 5313.192383
	Iteration 51Q: 3 clusters Score -6303715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -6303720.500000 Penalty: 5313.192383
	Iteration 52Q: 3 clusters Score -6303720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6303724.000000 Penalty: 5313.192383
	Iteration 53Q: 3 clusters Score -6303724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6303724.000000 Penalty: 5313.192383
	Iteration 54F: 3 clusters Score -6303724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Entering Unmasked Estep 
Score: -4575569.000000 Penalty: 2577.103516
	Iteration 0F: 2 clusters Score -4575569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -4553322.500000 Penalty: 5154.207031
	Iteration 0F: 3 clusters Score -4553322 nChanged 14692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -4561335.500000 Penalty: 5154.207031
	Iteration 1F: 3 clusters Score -4561336 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -4561869.000000 Penalty: 5154.207031
	Iteration 2F: 3 clusters Score -4561869 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -4562371.000000 Penalty: 5154.207031
	Iteration 3Q: 3 clusters Score -4562371 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -4562883.000000 Penalty: 5154.207031
	Iteration 4Q: 3 clusters Score -4562883 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -4563445.000000 Penalty: 5154.207031
	Iteration 5Q: 3 clusters Score -4563445 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -4564196.500000 Penalty: 5154.207031
	Iteration 6Q: 3 clusters Score -4564196 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -4565301.500000 Penalty: 5154.207031
	Iteration 7F: 3 clusters Score -4565302 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -4566781.000000 Penalty: 5154.207031
	Iteration 8F: 3 clusters Score -4566781 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -4568538.000000 Penalty: 5154.207031
	Iteration 9F: 3 clusters Score -4568538 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -4570342.500000 Penalty: 5154.207031
	Iteration 10F: 3 clusters Score -4570342 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4571667.500000 Penalty: 5154.207031
	Iteration 11Q: 3 clusters Score -4571668 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4572507.000000 Penalty: 5154.207031
	Iteration 12Q: 3 clusters Score -4572507 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4572925.500000 Penalty: 5154.207031
	Iteration 13Q: 3 clusters Score -4572926 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4573098.500000 Penalty: 5154.207031
	Iteration 14Q: 3 clusters Score -4573098 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4573184.000000 Penalty: 5154.207031
	Iteration 15Q: 3 clusters Score -4573184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4573217.500000 Penalty: 5154.207031
	Iteration 16Q: 3 clusters Score -4573218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4573245.500000 Penalty: 5154.207031
	Iteration 17Q: 3 clusters Score -4573246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4573262.000000 Penalty: 5154.207031
	Iteration 18Q: 3 clusters Score -4573262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4573274.500000 Penalty: 5154.207031
	Iteration 19Q: 3 clusters Score -4573274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4573285.000000 Penalty: 5154.207031
	Iteration 20F: 3 clusters Score -4573285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4573289.000000 Penalty: 5154.207031
	Iteration 21Q: 3 clusters Score -4573289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4573285.000000 Penalty: 5154.207031
	Iteration 22Q: 3 clusters Score -4573285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4573287.500000 Penalty: 5154.207031
	Iteration 23Q: 3 clusters Score -4573288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4573292.000000 Penalty: 5154.207031
	Iteration 24Q: 3 clusters Score -4573292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4573294.500000 Penalty: 5154.207031
	Iteration 25Q: 3 clusters Score -4573294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4573296.000000 Penalty: 5154.207031
	Iteration 26Q: 3 clusters Score -4573296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4573296.500000 Penalty: 5154.207031
	Iteration 27Q: 3 clusters Score -4573296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4573296.500000 Penalty: 5154.207031
	Iteration 28F: 3 clusters Score -4573296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Entering Unmasked Estep 
Score: -5752107.000000 Penalty: 2643.087646
	Iteration 0F: 2 clusters Score -5752107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -5723529.000000 Penalty: 5286.175293
	Iteration 0F: 3 clusters Score -5723529 nChanged 19285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -5734053.000000 Penalty: 5286.175293
	Iteration 1F: 3 clusters Score -5734053 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -5734671.500000 Penalty: 5286.175293
	Iteration 2Q: 3 clusters Score -5734672 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -5735506.500000 Penalty: 5286.175293
	Iteration 3Q: 3 clusters Score -5735506 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -5736491.500000 Penalty: 5286.175293
	Iteration 4F: 3 clusters Score -5736492 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -5737830.500000 Penalty: 5286.175293
	Iteration 5F: 3 clusters Score -5737830 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -5739435.000000 Penalty: 5286.175293
	Iteration 6F: 3 clusters Score -5739435 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -5741185.500000 Penalty: 5286.175293
	Iteration 7F: 3 clusters Score -5741186 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -5742917.000000 Penalty: 5286.175293
	Iteration 8F: 3 clusters Score -5742917 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -5744397.000000 Penalty: 5286.175293
	Iteration 9F: 3 clusters Score -5744397 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -5745633.500000 Penalty: 5286.175293
	Iteration 10Q: 3 clusters Score -5745634 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -5746852.000000 Penalty: 5286.175293
	Iteration 11Q: 3 clusters Score -5746852 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -5748014.000000 Penalty: 5286.175293
	Iteration 12Q: 3 clusters Score -5748014 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5748968.000000 Penalty: 5286.175293
	Iteration 13Q: 3 clusters Score -5748968 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5749471.500000 Penalty: 5286.175293
	Iteration 14Q: 3 clusters Score -5749472 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5749730.000000 Penalty: 5286.175293
	Iteration 15Q: 3 clusters Score -5749730 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5749845.000000 Penalty: 5286.175293
	Iteration 16Q: 3 clusters Score -5749845 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5749909.000000 Penalty: 5286.175293
	Iteration 17Q: 3 clusters Score -5749909 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5749942.000000 Penalty: 5286.175293
	Iteration 18Q: 3 clusters Score -5749942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5749963.000000 Penalty: 5286.175293
	Iteration 19Q: 3 clusters Score -5749963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5749974.000000 Penalty: 5286.175293
	Iteration 20F: 3 clusters Score -5749974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5749981.500000 Penalty: 5286.175293
	Iteration 21Q: 3 clusters Score -5749982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5749987.500000 Penalty: 5286.175293
	Iteration 22Q: 3 clusters Score -5749988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5749989.500000 Penalty: 5286.175293
	Iteration 23Q: 3 clusters Score -5749990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5750001.500000 Penalty: 5286.175293
	Iteration 24Q: 3 clusters Score -5750002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5750008.500000 Penalty: 5286.175293
	Iteration 25Q: 3 clusters Score -5750008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5750020.500000 Penalty: 5286.175293
	Iteration 26Q: 3 clusters Score -5750020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5750020.000000 Penalty: 5286.175293
	Iteration 27Q: 3 clusters Score -5750020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5750037.000000 Penalty: 5286.175293
	Iteration 28Q: 3 clusters Score -5750037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5750052.500000 Penalty: 5286.175293
	Iteration 29Q: 3 clusters Score -5750052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5750048.500000 Penalty: 5286.175293
	Iteration 30Q: 3 clusters Score -5750048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5750051.000000 Penalty: 5286.175293
	Iteration 31Q: 3 clusters Score -5750051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5750058.500000 Penalty: 5286.175293
	Iteration 32Q: 3 clusters Score -5750058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5750056.000000 Penalty: 5286.175293
	Iteration 33Q: 3 clusters Score -5750056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5750057.500000 Penalty: 5286.175293
	Iteration 34Q: 3 clusters Score -5750058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5750061.000000 Penalty: 5286.175293
	Iteration 35Q: 3 clusters Score -5750061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5750061.000000 Penalty: 5286.175293
	Iteration 36F: 3 clusters Score -5750061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Entering Unmasked Estep 
Score: -2400691.000000 Penalty: 2424.615723
	Iteration 0F: 2 clusters Score -2400691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2388014.500000 Penalty: 4849.231445
	Iteration 0F: 3 clusters Score -2388014 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2392194.750000 Penalty: 4849.231445
	Iteration 1F: 3 clusters Score -2392195 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2392646.000000 Penalty: 4849.231445
	Iteration 2F: 3 clusters Score -2392646 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2393107.250000 Penalty: 4849.231445
	Iteration 3F: 3 clusters Score -2393107 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2393558.500000 Penalty: 4849.231445
	Iteration 4Q: 3 clusters Score -2393558 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2393944.250000 Penalty: 4849.231445
	Iteration 5Q: 3 clusters Score -2393944 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2394232.250000 Penalty: 4849.231445
	Iteration 6Q: 3 clusters Score -2394232 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2394471.500000 Penalty: 4849.231445
	Iteration 7Q: 3 clusters Score -2394472 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2394699.750000 Penalty: 4849.231445
	Iteration 8Q: 3 clusters Score -2394700 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2394895.250000 Penalty: 4849.231445
	Iteration 9Q: 3 clusters Score -2394895 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2395110.750000 Penalty: 4849.231445
	Iteration 10Q: 3 clusters Score -2395111 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2395324.750000 Penalty: 4849.231445
	Iteration 11Q: 3 clusters Score -2395325 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2395501.750000 Penalty: 4849.231445
	Iteration 12Q: 3 clusters Score -2395502 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2395652.750000 Penalty: 4849.231445
	Iteration 13Q: 3 clusters Score -2395653 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2395843.500000 Penalty: 4849.231445
	Iteration 14Q: 3 clusters Score -2395844 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2396074.500000 Penalty: 4849.231445
	Iteration 15Q: 3 clusters Score -2396074 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2396293.250000 Penalty: 4849.231445
	Iteration 16Q: 3 clusters Score -2396293 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2396532.750000 Penalty: 4849.231445
	Iteration 17Q: 3 clusters Score -2396533 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2396770.750000 Penalty: 4849.231445
	Iteration 18Q: 3 clusters Score -2396771 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2397036.250000 Penalty: 4849.231445
	Iteration 19Q: 3 clusters Score -2397036 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2397355.000000 Penalty: 4849.231445
	Iteration 20F: 3 clusters Score -2397355 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2397719.000000 Penalty: 4849.231445
	Iteration 21Q: 3 clusters Score -2397719 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2398077.500000 Penalty: 4849.231445
	Iteration 22Q: 3 clusters Score -2398078 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2398480.750000 Penalty: 4849.231445
	Iteration 23Q: 3 clusters Score -2398481 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2398922.750000 Penalty: 4849.231445
	Iteration 24Q: 3 clusters Score -2398923 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2399347.750000 Penalty: 4849.231445
	Iteration 25Q: 3 clusters Score -2399348 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2399670.000000 Penalty: 4849.231445
	Iteration 26Q: 3 clusters Score -2399670 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2399902.250000 Penalty: 4849.231445
	Iteration 27Q: 3 clusters Score -2399902 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2400026.000000 Penalty: 4849.231445
	Iteration 28Q: 3 clusters Score -2400026 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2400097.500000 Penalty: 4849.231445
	Iteration 29Q: 3 clusters Score -2400098 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2400145.000000 Penalty: 4849.231445
	Iteration 30Q: 3 clusters Score -2400145 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2400162.000000 Penalty: 4849.231445
	Iteration 31Q: 3 clusters Score -2400162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2400180.250000 Penalty: 4849.231445
	Iteration 32Q: 3 clusters Score -2400180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2400189.250000 Penalty: 4849.231445
	Iteration 33Q: 3 clusters Score -2400189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2400198.500000 Penalty: 4849.231445
	Iteration 34Q: 3 clusters Score -2400198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2400204.750000 Penalty: 4849.231445
	Iteration 35Q: 3 clusters Score -2400205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2400211.000000 Penalty: 4849.231445
	Iteration 36Q: 3 clusters Score -2400211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2400214.500000 Penalty: 4849.231445
	Iteration 37Q: 3 clusters Score -2400214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2400221.000000 Penalty: 4849.231445
	Iteration 38Q: 3 clusters Score -2400221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2400232.250000 Penalty: 4849.231445
	Iteration 39Q: 3 clusters Score -2400232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2400234.250000 Penalty: 4849.231445
	Iteration 40F: 3 clusters Score -2400234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2400235.250000 Penalty: 4849.231445
	Iteration 41Q: 3 clusters Score -2400235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2400236.500000 Penalty: 4849.231445
	Iteration 42Q: 3 clusters Score -2400236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2400238.000000 Penalty: 4849.231445
	Iteration 43Q: 3 clusters Score -2400238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2400238.500000 Penalty: 4849.231445
	Iteration 44Q: 3 clusters Score -2400238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2400239.250000 Penalty: 4849.231445
	Iteration 45Q: 3 clusters Score -2400239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -2400238.500000 Penalty: 4849.231445
	Iteration 46Q: 3 clusters Score -2400238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2400239.500000 Penalty: 4849.231445
	Iteration 47Q: 3 clusters Score -2400240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2400240.500000 Penalty: 4849.231445
	Iteration 48Q: 3 clusters Score -2400240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2400240.500000 Penalty: 4849.231445
	Iteration 49F: 3 clusters Score -2400240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (134246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134246 members 
Entering Unmasked Estep 
Score: -18648860.000000 Penalty: 2928.242432
	Iteration 0F: 2 clusters Score -1.864886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67062 members 
Mstep: Class 2 contains 67184 members 
Entering Unmasked Estep 
Score: -18561028.000000 Penalty: 5856.484863
	Iteration 0F: 3 clusters Score -1.856103e+07 nChanged 63879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66665 members 
Mstep: Class 2 contains 67581 members 
Entering Unmasked Estep 
Score: -18598046.000000 Penalty: 5856.484863
	Iteration 1F: 3 clusters Score -1.859805e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66374 members 
Mstep: Class 2 contains 67872 members 
Entering Unmasked Estep 
Score: -18599008.000000 Penalty: 5856.484863
	Iteration 2Q: 3 clusters Score -1.859901e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 68298 members 
Entering Unmasked Estep 
Score: -18600082.000000 Penalty: 5856.484863
	Iteration 3Q: 3 clusters Score -1.860008e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65168 members 
Mstep: Class 2 contains 69078 members 
Entering Unmasked Estep 
Score: -18601926.000000 Penalty: 5856.484863
	Iteration 4Q: 3 clusters Score -1.860193e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 70421 members 
Entering Unmasked Estep 
Score: -18604394.000000 Penalty: 5856.484863
	Iteration 5Q: 3 clusters Score -1.860439e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61505 members 
Mstep: Class 2 contains 72741 members 
Entering Unmasked Estep 
Score: -18608210.000000 Penalty: 5856.484863
	Iteration 6F: 3 clusters Score -1.860821e+07 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57931 members 
Mstep: Class 2 contains 76315 members 
Entering Unmasked Estep 
Score: -18613954.000000 Penalty: 5856.484863
	Iteration 7F: 3 clusters Score -1.861395e+07 nChanged 9526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53265 members 
Mstep: Class 2 contains 80981 members 
Entering Unmasked Estep 
Score: -18621462.000000 Penalty: 5856.484863
	Iteration 8F: 3 clusters Score -1.862146e+07 nChanged 9183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 85498 members 
Entering Unmasked Estep 
Score: -18628622.000000 Penalty: 5856.484863
	Iteration 9F: 3 clusters Score -1.862862e+07 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 89123 members 
Entering Unmasked Estep 
Score: -18633060.000000 Penalty: 5856.484863
	Iteration 10F: 3 clusters Score -1.863306e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 92014 members 
Entering Unmasked Estep 
Score: -18635244.000000 Penalty: 5856.484863
	Iteration 11Q: 3 clusters Score -1.863524e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 94690 members 
Entering Unmasked Estep 
Score: -18636736.000000 Penalty: 5856.484863
	Iteration 12Q: 3 clusters Score -1.863674e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 97329 members 
Entering Unmasked Estep 
Score: -18638274.000000 Penalty: 5856.484863
	Iteration 13Q: 3 clusters Score -1.863827e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 99872 members 
Entering Unmasked Estep 
Score: -18639650.000000 Penalty: 5856.484863
	Iteration 14Q: 3 clusters Score -1.863965e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 102261 members 
Entering Unmasked Estep 
Score: -18640788.000000 Penalty: 5856.484863
	Iteration 15Q: 3 clusters Score -1.864079e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 104495 members 
Entering Unmasked Estep 
Score: -18641888.000000 Penalty: 5856.484863
	Iteration 16Q: 3 clusters Score -1.864189e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 106551 members 
Entering Unmasked Estep 
Score: -18642754.000000 Penalty: 5856.484863
	Iteration 17Q: 3 clusters Score -1.864275e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 108475 members 
Entering Unmasked Estep 
Score: -18643698.000000 Penalty: 5856.484863
	Iteration 18Q: 3 clusters Score -1.86437e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 110309 members 
Entering Unmasked Estep 
Score: -18644430.000000 Penalty: 5856.484863
	Iteration 19Q: 3 clusters Score -1.864443e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 111969 members 
Entering Unmasked Estep 
Score: -18644978.000000 Penalty: 5856.484863
	Iteration 20F: 3 clusters Score -1.864498e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 113622 members 
Entering Unmasked Estep 
Score: -18645378.000000 Penalty: 5856.484863
	Iteration 21Q: 3 clusters Score -1.864538e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 115151 members 
Entering Unmasked Estep 
Score: -18645848.000000 Penalty: 5856.484863
	Iteration 22Q: 3 clusters Score -1.864585e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 116570 members 
Entering Unmasked Estep 
Score: -18646130.000000 Penalty: 5856.484863
	Iteration 23Q: 3 clusters Score -1.864613e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 117887 members 
Entering Unmasked Estep 
Score: -18646528.000000 Penalty: 5856.484863
	Iteration 24Q: 3 clusters Score -1.864653e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 119093 members 
Entering Unmasked Estep 
Score: -18646792.000000 Penalty: 5856.484863
	Iteration 25Q: 3 clusters Score -1.864679e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 120239 members 
Entering Unmasked Estep 
Score: -18646910.000000 Penalty: 5856.484863
	Iteration 26Q: 3 clusters Score -1.864691e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 121271 members 
Entering Unmasked Estep 
Score: -18647060.000000 Penalty: 5856.484863
	Iteration 27Q: 3 clusters Score -1.864706e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 122232 members 
Entering Unmasked Estep 
Score: -18647140.000000 Penalty: 5856.484863
	Iteration 28Q: 3 clusters Score -1.864714e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 123118 members 
Entering Unmasked Estep 
Score: -18647218.000000 Penalty: 5856.484863
	Iteration 29Q: 3 clusters Score -1.864722e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 123934 members 
Entering Unmasked Estep 
Score: -18647260.000000 Penalty: 5856.484863
	Iteration 30Q: 3 clusters Score -1.864726e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 124661 members 
Entering Unmasked Estep 
Score: -18647370.000000 Penalty: 5856.484863
	Iteration 31Q: 3 clusters Score -1.864737e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 125353 members 
Entering Unmasked Estep 
Score: -18647462.000000 Penalty: 5856.484863
	Iteration 32Q: 3 clusters Score -1.864746e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 125951 members 
Entering Unmasked Estep 
Score: -18647556.000000 Penalty: 5856.484863
	Iteration 33Q: 3 clusters Score -1.864756e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 126475 members 
Entering Unmasked Estep 
Score: -18647626.000000 Penalty: 5856.484863
	Iteration 34Q: 3 clusters Score -1.864763e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 126950 members 
Entering Unmasked Estep 
Score: -18647660.000000 Penalty: 5856.484863
	Iteration 35Q: 3 clusters Score -1.864766e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 127372 members 
Entering Unmasked Estep 
Score: -18647726.000000 Penalty: 5856.484863
	Iteration 36Q: 3 clusters Score -1.864773e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 127720 members 
Entering Unmasked Estep 
Score: -18647782.000000 Penalty: 5856.484863
	Iteration 37Q: 3 clusters Score -1.864778e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 128012 members 
Entering Unmasked Estep 
Score: -18647816.000000 Penalty: 5856.484863
	Iteration 38Q: 3 clusters Score -1.864782e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 128281 members 
Entering Unmasked Estep 
Score: -18647842.000000 Penalty: 5856.484863
	Iteration 39Q: 3 clusters Score -1.864784e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 128530 members 
Entering Unmasked Estep 
Score: -18647880.000000 Penalty: 5856.484863
	Iteration 40F: 3 clusters Score -1.864788e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 128764 members 
Entering Unmasked Estep 
Score: -18647850.000000 Penalty: 5856.484863
	Iteration 41Q: 3 clusters Score -1.864785e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 128974 members 
Entering Unmasked Estep 
Score: -18647856.000000 Penalty: 5856.484863
	Iteration 42Q: 3 clusters Score -1.864786e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 129163 members 
Entering Unmasked Estep 
Score: -18647878.000000 Penalty: 5856.484863
	Iteration 43Q: 3 clusters Score -1.864788e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 129352 members 
Entering Unmasked Estep 
Score: -18647914.000000 Penalty: 5856.484863
	Iteration 44Q: 3 clusters Score -1.864791e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 129504 members 
Entering Unmasked Estep 
Score: -18647916.000000 Penalty: 5856.484863
	Iteration 45Q: 3 clusters Score -1.864792e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 129651 members 
Entering Unmasked Estep 
Score: -18647930.000000 Penalty: 5856.484863
	Iteration 46Q: 3 clusters Score -1.864793e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 129786 members 
Entering Unmasked Estep 
Score: -18647898.000000 Penalty: 5856.484863
	Iteration 47Q: 3 clusters Score -1.86479e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 129908 members 
Entering Unmasked Estep 
Score: -18647926.000000 Penalty: 5856.484863
	Iteration 48Q: 3 clusters Score -1.864793e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 130019 members 
Entering Unmasked Estep 
Score: -18647936.000000 Penalty: 5856.484863
	Iteration 49Q: 3 clusters Score -1.864794e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 130108 members 
Entering Unmasked Estep 
Score: -18647922.000000 Penalty: 5856.484863
	Iteration 50Q: 3 clusters Score -1.864792e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 130192 members 
Entering Unmasked Estep 
Score: -18647914.000000 Penalty: 5856.484863
	Iteration 51Q: 3 clusters Score -1.864791e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 130273 members 
Entering Unmasked Estep 
Score: -18647926.000000 Penalty: 5856.484863
	Iteration 52Q: 3 clusters Score -1.864793e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 130356 members 
Entering Unmasked Estep 
Score: -18647914.000000 Penalty: 5856.484863
	Iteration 53Q: 3 clusters Score -1.864791e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 130427 members 
Entering Unmasked Estep 
Score: -18647908.000000 Penalty: 5856.484863
	Iteration 54Q: 3 clusters Score -1.864791e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 130483 members 
Entering Unmasked Estep 
Score: -18647904.000000 Penalty: 5856.484863
	Iteration 55Q: 3 clusters Score -1.86479e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 130554 members 
Entering Unmasked Estep 
Score: -18647916.000000 Penalty: 5856.484863
	Iteration 56Q: 3 clusters Score -1.864792e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 130622 members 
Entering Unmasked Estep 
Score: -18647898.000000 Penalty: 5856.484863
	Iteration 57Q: 3 clusters Score -1.86479e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 130688 members 
Entering Unmasked Estep 
Score: -18647902.000000 Penalty: 5856.484863
	Iteration 58Q: 3 clusters Score -1.86479e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 130736 members 
Entering Unmasked Estep 
Score: -18647938.000000 Penalty: 5856.484863
	Iteration 59Q: 3 clusters Score -1.864794e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 130776 members 
Entering Unmasked Estep 
Score: -18647922.000000 Penalty: 5856.484863
	Iteration 60F: 3 clusters Score -1.864792e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 130805 members 
Entering Unmasked Estep 
Score: -18647906.000000 Penalty: 5856.484863
	Iteration 61Q: 3 clusters Score -1.864791e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 130825 members 
Entering Unmasked Estep 
Score: -18647916.000000 Penalty: 5856.484863
	Iteration 62Q: 3 clusters Score -1.864792e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 130851 members 
Entering Unmasked Estep 
Score: -18647910.000000 Penalty: 5856.484863
	Iteration 63Q: 3 clusters Score -1.864791e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 130874 members 
Entering Unmasked Estep 
Score: -18647912.000000 Penalty: 5856.484863
	Iteration 64Q: 3 clusters Score -1.864791e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 130893 members 
Entering Unmasked Estep 
Score: -18647912.000000 Penalty: 5856.484863
	Iteration 65Q: 3 clusters Score -1.864791e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 130906 members 
Entering Unmasked Estep 
Score: -18647924.000000 Penalty: 5856.484863
	Iteration 66Q: 3 clusters Score -1.864792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 130918 members 
Entering Unmasked Estep 
Score: -18647924.000000 Penalty: 5856.484863
	Iteration 67Q: 3 clusters Score -1.864792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 130929 members 
Entering Unmasked Estep 
Score: -18647952.000000 Penalty: 5856.484863
	Iteration 68Q: 3 clusters Score -1.864795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 130936 members 
Entering Unmasked Estep 
Score: -18647936.000000 Penalty: 5856.484863
	Iteration 69Q: 3 clusters Score -1.864794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 130945 members 
Entering Unmasked Estep 
Score: -18647918.000000 Penalty: 5856.484863
	Iteration 70Q: 3 clusters Score -1.864792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 130951 members 
Entering Unmasked Estep 
Score: -18647916.000000 Penalty: 5856.484863
	Iteration 71Q: 3 clusters Score -1.864792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 130958 members 
Entering Unmasked Estep 
Score: -18647924.000000 Penalty: 5856.484863
	Iteration 72Q: 3 clusters Score -1.864792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 130963 members 
Entering Unmasked Estep 
Score: -18647922.000000 Penalty: 5856.484863
	Iteration 73Q: 3 clusters Score -1.864792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 130967 members 
Entering Unmasked Estep 
Score: -18647930.000000 Penalty: 5856.484863
	Iteration 74Q: 3 clusters Score -1.864793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 130966 members 
Entering Unmasked Estep 
Score: -18647920.000000 Penalty: 5856.484863
	Iteration 75Q: 3 clusters Score -1.864792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 130966 members 
Entering Unmasked Estep 
Score: -18647920.000000 Penalty: 5856.484863
	Iteration 76F: 3 clusters Score -1.864792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Entering Unmasked Estep 
Score: -1137260.250000 Penalty: 2243.626221
	Iteration 0F: 2 clusters Score -1137260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1130654.000000 Penalty: 4487.252441
	Iteration 0F: 3 clusters Score -1130654 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1132611.625000 Penalty: 4487.252441
	Iteration 1F: 3 clusters Score -1132612 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1133143.125000 Penalty: 4487.252441
	Iteration 2F: 3 clusters Score -1133143 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1133719.875000 Penalty: 4487.252441
	Iteration 3F: 3 clusters Score -1133720 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1134424.750000 Penalty: 4487.252441
	Iteration 4F: 3 clusters Score -1134425 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1135164.250000 Penalty: 4487.252441
	Iteration 5F: 3 clusters Score -1135164 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1135801.125000 Penalty: 4487.252441
	Iteration 6F: 3 clusters Score -1135801 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1136213.000000 Penalty: 4487.252441
	Iteration 7F: 3 clusters Score -1136213 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1136463.375000 Penalty: 4487.252441
	Iteration 8Q: 3 clusters Score -1136463 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1136649.750000 Penalty: 4487.252441
	Iteration 9Q: 3 clusters Score -1136650 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1136782.875000 Penalty: 4487.252441
	Iteration 10Q: 3 clusters Score -1136783 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1136855.125000 Penalty: 4487.252441
	Iteration 11Q: 3 clusters Score -1136855 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1136897.500000 Penalty: 4487.252441
	Iteration 12Q: 3 clusters Score -1136898 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1136921.125000 Penalty: 4487.252441
	Iteration 13Q: 3 clusters Score -1136921 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1136939.000000 Penalty: 4487.252441
	Iteration 14Q: 3 clusters Score -1136939 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1136951.625000 Penalty: 4487.252441
	Iteration 15Q: 3 clusters Score -1136952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1136954.000000 Penalty: 4487.252441
	Iteration 16Q: 3 clusters Score -1136954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1136959.125000 Penalty: 4487.252441
	Iteration 17Q: 3 clusters Score -1136959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1136961.625000 Penalty: 4487.252441
	Iteration 18Q: 3 clusters Score -1136962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1136965.625000 Penalty: 4487.252441
	Iteration 19Q: 3 clusters Score -1136966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1136969.375000 Penalty: 4487.252441
	Iteration 20F: 3 clusters Score -1136969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1136971.000000 Penalty: 4487.252441
	Iteration 21Q: 3 clusters Score -1136971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1136969.375000 Penalty: 4487.252441
	Iteration 22Q: 3 clusters Score -1136969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1136969.625000 Penalty: 4487.252441
	Iteration 23Q: 3 clusters Score -1136970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1136972.125000 Penalty: 4487.252441
	Iteration 24Q: 3 clusters Score -1136972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1136972.375000 Penalty: 4487.252441
	Iteration 25Q: 3 clusters Score -1136972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1136974.750000 Penalty: 4487.252441
	Iteration 26Q: 3 clusters Score -1136975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1136974.625000 Penalty: 4487.252441
	Iteration 27Q: 3 clusters Score -1136975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1136973.625000 Penalty: 4487.252441
	Iteration 28Q: 3 clusters Score -1136974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1136974.000000 Penalty: 4487.252441
	Iteration 29Q: 3 clusters Score -1136974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1136975.000000 Penalty: 4487.252441
	Iteration 30Q: 3 clusters Score -1136975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1136975.375000 Penalty: 4487.252441
	Iteration 31Q: 3 clusters Score -1136975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1136975.375000 Penalty: 4487.252441
	Iteration 32F: 3 clusters Score -1136975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Entering Unmasked Estep 
Score: -2930622.250000 Penalty: 2485.363281
	Iteration 0F: 2 clusters Score -2930622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2914937.750000 Penalty: 4970.726562
	Iteration 0F: 3 clusters Score -2914938 nChanged 9909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2920373.000000 Penalty: 4970.726562
	Iteration 1F: 3 clusters Score -2920373 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2920865.500000 Penalty: 4970.726562
	Iteration 2F: 3 clusters Score -2920866 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2921383.000000 Penalty: 4970.726562
	Iteration 3Q: 3 clusters Score -2921383 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2921943.750000 Penalty: 4970.726562
	Iteration 4F: 3 clusters Score -2921944 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2922500.250000 Penalty: 4970.726562
	Iteration 5Q: 3 clusters Score -2922500 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2923162.750000 Penalty: 4970.726562
	Iteration 6Q: 3 clusters Score -2923163 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2924000.000000 Penalty: 4970.726562
	Iteration 7F: 3 clusters Score -2924000 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2925038.000000 Penalty: 4970.726562
	Iteration 8F: 3 clusters Score -2925038 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2926083.750000 Penalty: 4970.726562
	Iteration 9F: 3 clusters Score -2926084 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2927076.500000 Penalty: 4970.726562
	Iteration 10F: 3 clusters Score -2927076 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2927913.500000 Penalty: 4970.726562
	Iteration 11Q: 3 clusters Score -2927914 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2928515.750000 Penalty: 4970.726562
	Iteration 12Q: 3 clusters Score -2928516 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2928939.000000 Penalty: 4970.726562
	Iteration 13Q: 3 clusters Score -2928939 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2929224.500000 Penalty: 4970.726562
	Iteration 14Q: 3 clusters Score -2929224 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2929427.250000 Penalty: 4970.726562
	Iteration 15Q: 3 clusters Score -2929427 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2929588.750000 Penalty: 4970.726562
	Iteration 16Q: 3 clusters Score -2929589 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2929714.250000 Penalty: 4970.726562
	Iteration 17Q: 3 clusters Score -2929714 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2929806.750000 Penalty: 4970.726562
	Iteration 18Q: 3 clusters Score -2929807 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2929896.500000 Penalty: 4970.726562
	Iteration 19Q: 3 clusters Score -2929896 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2929974.000000 Penalty: 4970.726562
	Iteration 20F: 3 clusters Score -2929974 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2930018.750000 Penalty: 4970.726562
	Iteration 21Q: 3 clusters Score -2930019 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2930045.250000 Penalty: 4970.726562
	Iteration 22Q: 3 clusters Score -2930045 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2930093.250000 Penalty: 4970.726562
	Iteration 23Q: 3 clusters Score -2930093 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2930121.000000 Penalty: 4970.726562
	Iteration 24Q: 3 clusters Score -2930121 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2930147.000000 Penalty: 4970.726562
	Iteration 25Q: 3 clusters Score -2930147 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2930161.000000 Penalty: 4970.726562
	Iteration 26Q: 3 clusters Score -2930161 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2930190.750000 Penalty: 4970.726562
	Iteration 27Q: 3 clusters Score -2930191 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2930213.250000 Penalty: 4970.726562
	Iteration 28Q: 3 clusters Score -2930213 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2930235.000000 Penalty: 4970.726562
	Iteration 29Q: 3 clusters Score -2930235 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2930253.500000 Penalty: 4970.726562
	Iteration 30Q: 3 clusters Score -2930254 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2930266.750000 Penalty: 4970.726562
	Iteration 31Q: 3 clusters Score -2930267 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2930262.000000 Penalty: 4970.726562
	Iteration 32Q: 3 clusters Score -2930262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2930267.250000 Penalty: 4970.726562
	Iteration 33Q: 3 clusters Score -2930267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2930274.500000 Penalty: 4970.726562
	Iteration 34Q: 3 clusters Score -2930274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2930281.000000 Penalty: 4970.726562
	Iteration 35Q: 3 clusters Score -2930281 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2930294.000000 Penalty: 4970.726562
	Iteration 36Q: 3 clusters Score -2930294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2930291.250000 Penalty: 4970.726562
	Iteration 37Q: 3 clusters Score -2930291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2930289.750000 Penalty: 4970.726562
	Iteration 38Q: 3 clusters Score -2930290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2930294.000000 Penalty: 4970.726562
	Iteration 39Q: 3 clusters Score -2930294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2930298.250000 Penalty: 4970.726562
	Iteration 40F: 3 clusters Score -2930298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2930301.000000 Penalty: 4970.726562
	Iteration 41Q: 3 clusters Score -2930301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2930309.000000 Penalty: 4970.726562
	Iteration 42Q: 3 clusters Score -2930309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2930309.750000 Penalty: 4970.726562
	Iteration 43Q: 3 clusters Score -2930310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2930312.250000 Penalty: 4970.726562
	Iteration 44Q: 3 clusters Score -2930312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2930318.000000 Penalty: 4970.726562
	Iteration 45Q: 3 clusters Score -2930318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2930321.500000 Penalty: 4970.726562
	Iteration 46Q: 3 clusters Score -2930322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2930321.750000 Penalty: 4970.726562
	Iteration 47Q: 3 clusters Score -2930322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2930324.250000 Penalty: 4970.726562
	Iteration 48Q: 3 clusters Score -2930324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2930330.000000 Penalty: 4970.726562
	Iteration 49Q: 3 clusters Score -2930330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2930329.500000 Penalty: 4970.726562
	Iteration 50Q: 3 clusters Score -2930330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2930334.250000 Penalty: 4970.726562
	Iteration 51Q: 3 clusters Score -2930334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2930336.250000 Penalty: 4970.726562
	Iteration 52Q: 3 clusters Score -2930336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2930336.250000 Penalty: 4970.726562
	Iteration 53F: 3 clusters Score -2930336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Entering Unmasked Estep 
Score: -6674781.500000 Penalty: 2670.406738
	Iteration 0F: 2 clusters Score -6674782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -6642860.500000 Penalty: 5340.813477
	Iteration 0F: 3 clusters Score -6642860 nChanged 21746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -6654979.500000 Penalty: 5340.813477
	Iteration 1F: 3 clusters Score -6654980 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -6655787.500000 Penalty: 5340.813477
	Iteration 2Q: 3 clusters Score -6655788 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -6656680.000000 Penalty: 5340.813477
	Iteration 3Q: 3 clusters Score -6656680 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -6657890.000000 Penalty: 5340.813477
	Iteration 4F: 3 clusters Score -6657890 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -6659709.500000 Penalty: 5340.813477
	Iteration 5F: 3 clusters Score -6659710 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -6662220.000000 Penalty: 5340.813477
	Iteration 6F: 3 clusters Score -6662220 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -6665091.000000 Penalty: 5340.813477
	Iteration 7F: 3 clusters Score -6665091 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -6667751.000000 Penalty: 5340.813477
	Iteration 8F: 3 clusters Score -6667751 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -6669299.500000 Penalty: 5340.813477
	Iteration 9Q: 3 clusters Score -6669300 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -6669994.500000 Penalty: 5340.813477
	Iteration 10Q: 3 clusters Score -6669994 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -6670392.500000 Penalty: 5340.813477
	Iteration 11Q: 3 clusters Score -6670392 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -6670658.500000 Penalty: 5340.813477
	Iteration 12Q: 3 clusters Score -6670658 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -6670905.000000 Penalty: 5340.813477
	Iteration 13Q: 3 clusters Score -6670905 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -6671114.500000 Penalty: 5340.813477
	Iteration 14Q: 3 clusters Score -6671114 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -6671292.500000 Penalty: 5340.813477
	Iteration 15Q: 3 clusters Score -6671292 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -6671438.000000 Penalty: 5340.813477
	Iteration 16Q: 3 clusters Score -6671438 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -6671498.000000 Penalty: 5340.813477
	Iteration 17Q: 3 clusters Score -6671498 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -6671591.000000 Penalty: 5340.813477
	Iteration 18Q: 3 clusters Score -6671591 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -6671671.500000 Penalty: 5340.813477
	Iteration 19Q: 3 clusters Score -6671672 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -6671795.000000 Penalty: 5340.813477
	Iteration 20F: 3 clusters Score -6671795 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -6671879.500000 Penalty: 5340.813477
	Iteration 21Q: 3 clusters Score -6671880 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -6671966.000000 Penalty: 5340.813477
	Iteration 22Q: 3 clusters Score -6671966 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -6672047.000000 Penalty: 5340.813477
	Iteration 23Q: 3 clusters Score -6672047 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -6672140.000000 Penalty: 5340.813477
	Iteration 24Q: 3 clusters Score -6672140 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -6672207.500000 Penalty: 5340.813477
	Iteration 25Q: 3 clusters Score -6672208 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -6672275.500000 Penalty: 5340.813477
	Iteration 26Q: 3 clusters Score -6672276 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -6672356.000000 Penalty: 5340.813477
	Iteration 27Q: 3 clusters Score -6672356 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -6672412.500000 Penalty: 5340.813477
	Iteration 28Q: 3 clusters Score -6672412 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -6672494.500000 Penalty: 5340.813477
	Iteration 29Q: 3 clusters Score -6672494 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -6672568.500000 Penalty: 5340.813477
	Iteration 30Q: 3 clusters Score -6672568 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -6672629.000000 Penalty: 5340.813477
	Iteration 31Q: 3 clusters Score -6672629 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -6672686.000000 Penalty: 5340.813477
	Iteration 32Q: 3 clusters Score -6672686 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -6672744.500000 Penalty: 5340.813477
	Iteration 33Q: 3 clusters Score -6672744 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -6672769.500000 Penalty: 5340.813477
	Iteration 34Q: 3 clusters Score -6672770 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -6672788.500000 Penalty: 5340.813477
	Iteration 35Q: 3 clusters Score -6672788 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -6672836.000000 Penalty: 5340.813477
	Iteration 36Q: 3 clusters Score -6672836 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -6672885.500000 Penalty: 5340.813477
	Iteration 37Q: 3 clusters Score -6672886 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -6672916.500000 Penalty: 5340.813477
	Iteration 38Q: 3 clusters Score -6672916 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -6672942.500000 Penalty: 5340.813477
	Iteration 39Q: 3 clusters Score -6672942 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -6672979.500000 Penalty: 5340.813477
	Iteration 40F: 3 clusters Score -6672980 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -6673032.500000 Penalty: 5340.813477
	Iteration 41Q: 3 clusters Score -6673032 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -6673046.000000 Penalty: 5340.813477
	Iteration 42Q: 3 clusters Score -6673046 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -6673076.000000 Penalty: 5340.813477
	Iteration 43Q: 3 clusters Score -6673076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -6673095.000000 Penalty: 5340.813477
	Iteration 44Q: 3 clusters Score -6673095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -6673104.500000 Penalty: 5340.813477
	Iteration 45Q: 3 clusters Score -6673104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -6673106.500000 Penalty: 5340.813477
	Iteration 46Q: 3 clusters Score -6673106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -6673130.500000 Penalty: 5340.813477
	Iteration 47Q: 3 clusters Score -6673130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -6673144.000000 Penalty: 5340.813477
	Iteration 48Q: 3 clusters Score -6673144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -6673153.000000 Penalty: 5340.813477
	Iteration 49Q: 3 clusters Score -6673153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -6673140.500000 Penalty: 5340.813477
	Iteration 50Q: 3 clusters Score -6673140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -6673146.500000 Penalty: 5340.813477
	Iteration 51Q: 3 clusters Score -6673146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -6673146.500000 Penalty: 5340.813477
	Iteration 52Q: 3 clusters Score -6673146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -6673149.500000 Penalty: 5340.813477
	Iteration 53Q: 3 clusters Score -6673150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -6673154.000000 Penalty: 5340.813477
	Iteration 54Q: 3 clusters Score -6673154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -6673148.500000 Penalty: 5340.813477
	Iteration 55Q: 3 clusters Score -6673148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -6673153.500000 Penalty: 5340.813477
	Iteration 56Q: 3 clusters Score -6673154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -6673163.500000 Penalty: 5340.813477
	Iteration 57Q: 3 clusters Score -6673164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -6673168.000000 Penalty: 5340.813477
	Iteration 58Q: 3 clusters Score -6673168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -6673171.000000 Penalty: 5340.813477
	Iteration 59Q: 3 clusters Score -6673171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -6673173.000000 Penalty: 5340.813477
	Iteration 60F: 3 clusters Score -6673173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -6673178.500000 Penalty: 5340.813477
	Iteration 61Q: 3 clusters Score -6673178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -6673181.000000 Penalty: 5340.813477
	Iteration 62Q: 3 clusters Score -6673181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -6673180.000000 Penalty: 5340.813477
	Iteration 63Q: 3 clusters Score -6673180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -6673190.500000 Penalty: 5340.813477
	Iteration 64Q: 3 clusters Score -6673190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -6673192.500000 Penalty: 5340.813477
	Iteration 65Q: 3 clusters Score -6673192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -6673202.000000 Penalty: 5340.813477
	Iteration 66Q: 3 clusters Score -6673202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -6673204.500000 Penalty: 5340.813477
	Iteration 67Q: 3 clusters Score -6673204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -6673202.000000 Penalty: 5340.813477
	Iteration 68Q: 3 clusters Score -6673202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -6673203.500000 Penalty: 5340.813477
	Iteration 69Q: 3 clusters Score -6673204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -6673201.000000 Penalty: 5340.813477
	Iteration 70Q: 3 clusters Score -6673201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -6673201.500000 Penalty: 5340.813477
	Iteration 71Q: 3 clusters Score -6673202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -6673204.000000 Penalty: 5340.813477
	Iteration 72Q: 3 clusters Score -6673204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -6673208.500000 Penalty: 5340.813477
	Iteration 73Q: 3 clusters Score -6673208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -6673221.500000 Penalty: 5340.813477
	Iteration 74Q: 3 clusters Score -6673222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -6673220.500000 Penalty: 5340.813477
	Iteration 75Q: 3 clusters Score -6673220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -6673223.500000 Penalty: 5340.813477
	Iteration 76Q: 3 clusters Score -6673224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -6673215.000000 Penalty: 5340.813477
	Iteration 77Q: 3 clusters Score -6673215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -6673221.500000 Penalty: 5340.813477
	Iteration 78Q: 3 clusters Score -6673222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -6673218.500000 Penalty: 5340.813477
	Iteration 79Q: 3 clusters Score -6673218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -6673218.000000 Penalty: 5340.813477
	Iteration 80F: 3 clusters Score -6673218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -6673216.500000 Penalty: 5340.813477
	Iteration 81Q: 3 clusters Score -6673216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -6673218.500000 Penalty: 5340.813477
	Iteration 82Q: 3 clusters Score -6673218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -6673215.000000 Penalty: 5340.813477
	Iteration 83Q: 3 clusters Score -6673215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -6673215.000000 Penalty: 5340.813477
	Iteration 84F: 3 clusters Score -6673215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -76098.296875 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -76098.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -74492.562500 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -74492.56 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -74747.382812 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -74747.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -74894.523438 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -74894.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75032.492188 Penalty: 3177.812500
	Iteration 3F: 3 clusters Score -75032.49 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -75186.359375 Penalty: 3177.812500
	Iteration 4F: 3 clusters Score -75186.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -75245.953125 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -75245.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -75275.375000 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -75275.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -75338.437500 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -75338.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -75439.250000 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -75439.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -75511.523438 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -75511.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -75547.664062 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -75547.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -75576.351562 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -75576.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -75642.421875 Penalty: 3177.812500
	Iteration 12Q: 3 clusters Score -75642.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -75669.632812 Penalty: 3177.812500
	Iteration 13Q: 3 clusters Score -75669.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -75674.914062 Penalty: 3177.812500
	Iteration 14Q: 3 clusters Score -75674.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -75674.914062 Penalty: 3177.812500
	Iteration 15F: 3 clusters Score -75674.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Entering Unmasked Estep 
Score: -3554647.000000 Penalty: 2521.293457
	Iteration 0F: 2 clusters Score -3554647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3536493.000000 Penalty: 5042.586914
	Iteration 0F: 3 clusters Score -3536493 nChanged 11702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -3543164.000000 Penalty: 5042.586914
	Iteration 1F: 3 clusters Score -3543164 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3544174.750000 Penalty: 5042.586914
	Iteration 2F: 3 clusters Score -3544175 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -3545412.000000 Penalty: 5042.586914
	Iteration 3F: 3 clusters Score -3545412 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -3546684.000000 Penalty: 5042.586914
	Iteration 4F: 3 clusters Score -3546684 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -3548016.500000 Penalty: 5042.586914
	Iteration 5F: 3 clusters Score -3548016 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -3549354.750000 Penalty: 5042.586914
	Iteration 6F: 3 clusters Score -3549355 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -3550576.000000 Penalty: 5042.586914
	Iteration 7F: 3 clusters Score -3550576 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -3551631.750000 Penalty: 5042.586914
	Iteration 8F: 3 clusters Score -3551632 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -3552596.500000 Penalty: 5042.586914
	Iteration 9Q: 3 clusters Score -3552596 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -3553208.750000 Penalty: 5042.586914
	Iteration 10Q: 3 clusters Score -3553209 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -3553626.250000 Penalty: 5042.586914
	Iteration 11Q: 3 clusters Score -3553626 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -3553896.000000 Penalty: 5042.586914
	Iteration 12Q: 3 clusters Score -3553896 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -3554053.250000 Penalty: 5042.586914
	Iteration 13Q: 3 clusters Score -3554053 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -3554184.250000 Penalty: 5042.586914
	Iteration 14Q: 3 clusters Score -3554184 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -3554271.000000 Penalty: 5042.586914
	Iteration 15Q: 3 clusters Score -3554271 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -3554319.750000 Penalty: 5042.586914
	Iteration 16Q: 3 clusters Score -3554320 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -3554368.500000 Penalty: 5042.586914
	Iteration 17Q: 3 clusters Score -3554368 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -3554391.000000 Penalty: 5042.586914
	Iteration 18Q: 3 clusters Score -3554391 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -3554410.750000 Penalty: 5042.586914
	Iteration 19Q: 3 clusters Score -3554411 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -3554426.000000 Penalty: 5042.586914
	Iteration 20F: 3 clusters Score -3554426 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -3554434.750000 Penalty: 5042.586914
	Iteration 21Q: 3 clusters Score -3554435 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -3554459.500000 Penalty: 5042.586914
	Iteration 22Q: 3 clusters Score -3554460 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -3554468.000000 Penalty: 5042.586914
	Iteration 23Q: 3 clusters Score -3554468 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -3554480.250000 Penalty: 5042.586914
	Iteration 24Q: 3 clusters Score -3554480 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -3554482.750000 Penalty: 5042.586914
	Iteration 25Q: 3 clusters Score -3554483 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -3554490.500000 Penalty: 5042.586914
	Iteration 26Q: 3 clusters Score -3554490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -3554492.500000 Penalty: 5042.586914
	Iteration 27Q: 3 clusters Score -3554492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -3554495.000000 Penalty: 5042.586914
	Iteration 28Q: 3 clusters Score -3554495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -3554494.000000 Penalty: 5042.586914
	Iteration 29Q: 3 clusters Score -3554494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3554505.750000 Penalty: 5042.586914
	Iteration 30Q: 3 clusters Score -3554506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -3554504.750000 Penalty: 5042.586914
	Iteration 31Q: 3 clusters Score -3554505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -3554507.000000 Penalty: 5042.586914
	Iteration 32Q: 3 clusters Score -3554507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -3554514.000000 Penalty: 5042.586914
	Iteration 33Q: 3 clusters Score -3554514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -3554514.750000 Penalty: 5042.586914
	Iteration 34Q: 3 clusters Score -3554515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3554512.750000 Penalty: 5042.586914
	Iteration 35Q: 3 clusters Score -3554513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -3554510.500000 Penalty: 5042.586914
	Iteration 36Q: 3 clusters Score -3554510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -3554509.250000 Penalty: 5042.586914
	Iteration 37Q: 3 clusters Score -3554509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -3554508.000000 Penalty: 5042.586914
	Iteration 38Q: 3 clusters Score -3554508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -3554512.000000 Penalty: 5042.586914
	Iteration 39Q: 3 clusters Score -3554512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -3554510.750000 Penalty: 5042.586914
	Iteration 40F: 3 clusters Score -3554511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -3554515.250000 Penalty: 5042.586914
	Iteration 41Q: 3 clusters Score -3554515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3554509.750000 Penalty: 5042.586914
	Iteration 42Q: 3 clusters Score -3554510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -3554507.500000 Penalty: 5042.586914
	Iteration 43Q: 3 clusters Score -3554508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -3554506.750000 Penalty: 5042.586914
	Iteration 44Q: 3 clusters Score -3554507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -3554506.750000 Penalty: 5042.586914
	Iteration 45F: 3 clusters Score -3554507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (132465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132465 members 
Entering Unmasked Estep 
Score: -18529932.000000 Penalty: 2924.930420
	Iteration 0F: 2 clusters Score -1.852993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66555 members 
Mstep: Class 2 contains 65910 members 
Entering Unmasked Estep 
Score: -18444234.000000 Penalty: 5849.860840
	Iteration 0F: 3 clusters Score -1.844423e+07 nChanged 62960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71513 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
Score: -18480882.000000 Penalty: 5849.860840
	Iteration 1F: 3 clusters Score -1.848088e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74611 members 
Mstep: Class 2 contains 57854 members 
Entering Unmasked Estep 
Score: -18482120.000000 Penalty: 5849.860840
	Iteration 2Q: 3 clusters Score -1.848212e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79193 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -18484302.000000 Penalty: 5849.860840
	Iteration 3Q: 3 clusters Score -1.84843e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85849 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -18487990.000000 Penalty: 5849.860840
	Iteration 4F: 3 clusters Score -1.848799e+07 nChanged 9512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95151 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -18494606.000000 Penalty: 5849.860840
	Iteration 5F: 3 clusters Score -1.849461e+07 nChanged 11662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106747 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -18504894.000000 Penalty: 5849.860840
	Iteration 6F: 3 clusters Score -1.850489e+07 nChanged 11962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118707 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -18515864.000000 Penalty: 5849.860840
	Iteration 7F: 3 clusters Score -1.851586e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127238 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -18523424.000000 Penalty: 5849.860840
	Iteration 8F: 3 clusters Score -1.852342e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131018 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -18526176.000000 Penalty: 5849.860840
	Iteration 9Q: 3 clusters Score -1.852618e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132066 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -18526994.000000 Penalty: 5849.860840
	Iteration 10Q: 3 clusters Score -1.852699e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132233 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -18527224.000000 Penalty: 5849.860840
	Iteration 11Q: 3 clusters Score -1.852722e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132278 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18527304.000000 Penalty: 5849.860840
	Iteration 12Q: 3 clusters Score -1.85273e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132289 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18527314.000000 Penalty: 5849.860840
	Iteration 13Q: 3 clusters Score -1.852731e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132294 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18527336.000000 Penalty: 5849.860840
	Iteration 14Q: 3 clusters Score -1.852734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132292 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18527354.000000 Penalty: 5849.860840
	Iteration 15Q: 3 clusters Score -1.852735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132295 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18527366.000000 Penalty: 5849.860840
	Iteration 16Q: 3 clusters Score -1.852737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132299 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18527380.000000 Penalty: 5849.860840
	Iteration 17Q: 3 clusters Score -1.852738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132299 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18527382.000000 Penalty: 5849.860840
	Iteration 18Q: 3 clusters Score -1.852738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132298 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18527384.000000 Penalty: 5849.860840
	Iteration 19Q: 3 clusters Score -1.852738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132298 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18527384.000000 Penalty: 5849.860840
	Iteration 20F: 3 clusters Score -1.852738e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Entering Unmasked Estep 
Score: -993193.562500 Penalty: 2209.087891
	Iteration 0F: 2 clusters Score -993193.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -987110.250000 Penalty: 4418.175781
	Iteration 0F: 3 clusters Score -987110.2 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -988995.187500 Penalty: 4418.175781
	Iteration 1F: 3 clusters Score -988995.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -989552.937500 Penalty: 4418.175781
	Iteration 2F: 3 clusters Score -989552.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -990196.125000 Penalty: 4418.175781
	Iteration 3F: 3 clusters Score -990196.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -990693.625000 Penalty: 4418.175781
	Iteration 4F: 3 clusters Score -990693.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -991060.812500 Penalty: 4418.175781
	Iteration 5F: 3 clusters Score -991060.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -991379.437500 Penalty: 4418.175781
	Iteration 6F: 3 clusters Score -991379.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -991682.062500 Penalty: 4418.175781
	Iteration 7Q: 3 clusters Score -991682.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -991898.812500 Penalty: 4418.175781
	Iteration 8Q: 3 clusters Score -991898.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -992073.062500 Penalty: 4418.175781
	Iteration 9Q: 3 clusters Score -992073.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -992256.187500 Penalty: 4418.175781
	Iteration 10Q: 3 clusters Score -992256.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -992411.000000 Penalty: 4418.175781
	Iteration 11Q: 3 clusters Score -992411 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -992529.125000 Penalty: 4418.175781
	Iteration 12Q: 3 clusters Score -992529.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -992652.312500 Penalty: 4418.175781
	Iteration 13Q: 3 clusters Score -992652.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -992743.687500 Penalty: 4418.175781
	Iteration 14Q: 3 clusters Score -992743.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -992802.625000 Penalty: 4418.175781
	Iteration 15Q: 3 clusters Score -992802.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -992837.000000 Penalty: 4418.175781
	Iteration 16Q: 3 clusters Score -992837 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -992859.500000 Penalty: 4418.175781
	Iteration 17Q: 3 clusters Score -992859.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -992874.062500 Penalty: 4418.175781
	Iteration 18Q: 3 clusters Score -992874.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -992896.000000 Penalty: 4418.175781
	Iteration 19Q: 3 clusters Score -992896 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -992922.562500 Penalty: 4418.175781
	Iteration 20F: 3 clusters Score -992922.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -992932.312500 Penalty: 4418.175781
	Iteration 21Q: 3 clusters Score -992932.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -992942.375000 Penalty: 4418.175781
	Iteration 22Q: 3 clusters Score -992942.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -992953.875000 Penalty: 4418.175781
	Iteration 23Q: 3 clusters Score -992953.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -992966.312500 Penalty: 4418.175781
	Iteration 24Q: 3 clusters Score -992966.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -992974.937500 Penalty: 4418.175781
	Iteration 25Q: 3 clusters Score -992974.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -992984.812500 Penalty: 4418.175781
	Iteration 26Q: 3 clusters Score -992984.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -992999.062500 Penalty: 4418.175781
	Iteration 27Q: 3 clusters Score -992999.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -993011.500000 Penalty: 4418.175781
	Iteration 28Q: 3 clusters Score -993011.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -993021.812500 Penalty: 4418.175781
	Iteration 29Q: 3 clusters Score -993021.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -993030.000000 Penalty: 4418.175781
	Iteration 30Q: 3 clusters Score -993030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -993038.625000 Penalty: 4418.175781
	Iteration 31Q: 3 clusters Score -993038.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -993043.437500 Penalty: 4418.175781
	Iteration 32Q: 3 clusters Score -993043.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -993049.062500 Penalty: 4418.175781
	Iteration 33Q: 3 clusters Score -993049.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -993050.562500 Penalty: 4418.175781
	Iteration 34Q: 3 clusters Score -993050.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -993050.125000 Penalty: 4418.175781
	Iteration 35Q: 3 clusters Score -993050.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -993053.312500 Penalty: 4418.175781
	Iteration 36Q: 3 clusters Score -993053.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -993052.437500 Penalty: 4418.175781
	Iteration 37Q: 3 clusters Score -993052.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -993051.937500 Penalty: 4418.175781
	Iteration 38Q: 3 clusters Score -993051.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -993051.937500 Penalty: 4418.175781
	Iteration 39Q: 3 clusters Score -993051.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -993052.312500 Penalty: 4418.175781
	Iteration 40F: 3 clusters Score -993052.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Entering Unmasked Estep 
Score: -761679.687500 Penalty: 2138.814453
	Iteration 0F: 2 clusters Score -761679.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -756811.312500 Penalty: 4277.628906
	Iteration 0F: 3 clusters Score -756811.3 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -758100.187500 Penalty: 4277.628906
	Iteration 1F: 3 clusters Score -758100.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -758338.562500 Penalty: 4277.628906
	Iteration 2F: 3 clusters Score -758338.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -758480.812500 Penalty: 4277.628906
	Iteration 3Q: 3 clusters Score -758480.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -758580.062500 Penalty: 4277.628906
	Iteration 4Q: 3 clusters Score -758580.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -758666.750000 Penalty: 4277.628906
	Iteration 5Q: 3 clusters Score -758666.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -758735.187500 Penalty: 4277.628906
	Iteration 6Q: 3 clusters Score -758735.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -758798.812500 Penalty: 4277.628906
	Iteration 7Q: 3 clusters Score -758798.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -758866.562500 Penalty: 4277.628906
	Iteration 8Q: 3 clusters Score -758866.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -758926.437500 Penalty: 4277.628906
	Iteration 9Q: 3 clusters Score -758926.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -758980.562500 Penalty: 4277.628906
	Iteration 10Q: 3 clusters Score -758980.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -759048.937500 Penalty: 4277.628906
	Iteration 11Q: 3 clusters Score -759048.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -759112.562500 Penalty: 4277.628906
	Iteration 12Q: 3 clusters Score -759112.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -759167.062500 Penalty: 4277.628906
	Iteration 13Q: 3 clusters Score -759167.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -759217.187500 Penalty: 4277.628906
	Iteration 14Q: 3 clusters Score -759217.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -759261.812500 Penalty: 4277.628906
	Iteration 15Q: 3 clusters Score -759261.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -759306.312500 Penalty: 4277.628906
	Iteration 16Q: 3 clusters Score -759306.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -759348.437500 Penalty: 4277.628906
	Iteration 17Q: 3 clusters Score -759348.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -759384.687500 Penalty: 4277.628906
	Iteration 18Q: 3 clusters Score -759384.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -759427.875000 Penalty: 4277.628906
	Iteration 19Q: 3 clusters Score -759427.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -759465.187500 Penalty: 4277.628906
	Iteration 20F: 3 clusters Score -759465.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -759491.312500 Penalty: 4277.628906
	Iteration 21Q: 3 clusters Score -759491.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -759516.375000 Penalty: 4277.628906
	Iteration 22Q: 3 clusters Score -759516.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -759548.625000 Penalty: 4277.628906
	Iteration 23Q: 3 clusters Score -759548.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -759581.625000 Penalty: 4277.628906
	Iteration 24Q: 3 clusters Score -759581.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -759619.187500 Penalty: 4277.628906
	Iteration 25Q: 3 clusters Score -759619.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -759662.187500 Penalty: 4277.628906
	Iteration 26Q: 3 clusters Score -759662.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -759704.125000 Penalty: 4277.628906
	Iteration 27Q: 3 clusters Score -759704.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -759758.062500 Penalty: 4277.628906
	Iteration 28Q: 3 clusters Score -759758.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -759824.500000 Penalty: 4277.628906
	Iteration 29Q: 3 clusters Score -759824.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -759895.187500 Penalty: 4277.628906
	Iteration 30Q: 3 clusters Score -759895.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -759959.250000 Penalty: 4277.628906
	Iteration 31Q: 3 clusters Score -759959.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -760032.812500 Penalty: 4277.628906
	Iteration 32Q: 3 clusters Score -760032.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -760128.250000 Penalty: 4277.628906
	Iteration 33Q: 3 clusters Score -760128.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -760233.500000 Penalty: 4277.628906
	Iteration 34Q: 3 clusters Score -760233.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -760320.312500 Penalty: 4277.628906
	Iteration 35Q: 3 clusters Score -760320.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -760396.250000 Penalty: 4277.628906
	Iteration 36Q: 3 clusters Score -760396.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -760435.375000 Penalty: 4277.628906
	Iteration 37Q: 3 clusters Score -760435.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -760466.062500 Penalty: 4277.628906
	Iteration 38Q: 3 clusters Score -760466.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -760480.750000 Penalty: 4277.628906
	Iteration 39Q: 3 clusters Score -760480.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -760491.312500 Penalty: 4277.628906
	Iteration 40F: 3 clusters Score -760491.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -760501.125000 Penalty: 4277.628906
	Iteration 41Q: 3 clusters Score -760501.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -760509.125000 Penalty: 4277.628906
	Iteration 42Q: 3 clusters Score -760509.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -760515.750000 Penalty: 4277.628906
	Iteration 43Q: 3 clusters Score -760515.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -760516.625000 Penalty: 4277.628906
	Iteration 44Q: 3 clusters Score -760516.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -760520.000000 Penalty: 4277.628906
	Iteration 45Q: 3 clusters Score -760520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -760520.687500 Penalty: 4277.628906
	Iteration 46Q: 3 clusters Score -760520.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -760523.875000 Penalty: 4277.628906
	Iteration 47Q: 3 clusters Score -760523.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -760523.875000 Penalty: 4277.628906
	Iteration 48Q: 3 clusters Score -760523.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -760526.625000 Penalty: 4277.628906
	Iteration 49Q: 3 clusters Score -760526.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -760528.125000 Penalty: 4277.628906
	Iteration 50Q: 3 clusters Score -760528.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -760528.187500 Penalty: 4277.628906
	Iteration 51Q: 3 clusters Score -760528.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -760528.875000 Penalty: 4277.628906
	Iteration 52Q: 3 clusters Score -760528.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -760527.750000 Penalty: 4277.628906
	Iteration 53Q: 3 clusters Score -760527.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -760528.687500 Penalty: 4277.628906
	Iteration 54Q: 3 clusters Score -760528.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -760528.312500 Penalty: 4277.628906
	Iteration 55Q: 3 clusters Score -760528.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -760528.312500 Penalty: 4277.628906
	Iteration 56F: 3 clusters Score -760528.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Entering Unmasked Estep 
Score: -1033410.250000 Penalty: 2214.072754
	Iteration 0F: 2 clusters Score -1033410 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 3783 members 
Entering Unmasked Estep 
Score: -1027272.312500 Penalty: 4428.145508
	Iteration 0F: 3 clusters Score -1027272 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1029069.312500 Penalty: 4428.145508
	Iteration 1F: 3 clusters Score -1029069 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1029397.000000 Penalty: 4428.145508
	Iteration 2F: 3 clusters Score -1029397 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1029668.125000 Penalty: 4428.145508
	Iteration 3F: 3 clusters Score -1029668 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1029929.312500 Penalty: 4428.145508
	Iteration 4Q: 3 clusters Score -1029929 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1030196.312500 Penalty: 4428.145508
	Iteration 5Q: 3 clusters Score -1030196 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1030490.187500 Penalty: 4428.145508
	Iteration 6Q: 3 clusters Score -1030490 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1030803.625000 Penalty: 4428.145508
	Iteration 7Q: 3 clusters Score -1030804 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1031097.625000 Penalty: 4428.145508
	Iteration 8Q: 3 clusters Score -1031098 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1031353.562500 Penalty: 4428.145508
	Iteration 9Q: 3 clusters Score -1031354 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1031567.625000 Penalty: 4428.145508
	Iteration 10Q: 3 clusters Score -1031568 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1031685.000000 Penalty: 4428.145508
	Iteration 11Q: 3 clusters Score -1031685 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1031759.562500 Penalty: 4428.145508
	Iteration 12Q: 3 clusters Score -1031760 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1031812.062500 Penalty: 4428.145508
	Iteration 13Q: 3 clusters Score -1031812 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1031840.250000 Penalty: 4428.145508
	Iteration 14Q: 3 clusters Score -1031840 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1031860.187500 Penalty: 4428.145508
	Iteration 15Q: 3 clusters Score -1031860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1031875.750000 Penalty: 4428.145508
	Iteration 16Q: 3 clusters Score -1031876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1031882.437500 Penalty: 4428.145508
	Iteration 17Q: 3 clusters Score -1031882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1031888.125000 Penalty: 4428.145508
	Iteration 18Q: 3 clusters Score -1031888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1031890.375000 Penalty: 4428.145508
	Iteration 19Q: 3 clusters Score -1031890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1031892.125000 Penalty: 4428.145508
	Iteration 20F: 3 clusters Score -1031892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1031897.500000 Penalty: 4428.145508
	Iteration 21Q: 3 clusters Score -1031898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1031899.187500 Penalty: 4428.145508
	Iteration 22Q: 3 clusters Score -1031899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1031898.187500 Penalty: 4428.145508
	Iteration 23Q: 3 clusters Score -1031898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1031896.750000 Penalty: 4428.145508
	Iteration 24Q: 3 clusters Score -1031897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1031899.375000 Penalty: 4428.145508
	Iteration 25Q: 3 clusters Score -1031899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1031901.500000 Penalty: 4428.145508
	Iteration 26Q: 3 clusters Score -1031902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1031903.312500 Penalty: 4428.145508
	Iteration 27Q: 3 clusters Score -1031903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1031907.000000 Penalty: 4428.145508
	Iteration 28Q: 3 clusters Score -1031907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1031904.750000 Penalty: 4428.145508
	Iteration 29Q: 3 clusters Score -1031905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1031906.625000 Penalty: 4428.145508
	Iteration 30Q: 3 clusters Score -1031907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1031906.562500 Penalty: 4428.145508
	Iteration 31Q: 3 clusters Score -1031907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1031906.562500 Penalty: 4428.145508
	Iteration 32Q: 3 clusters Score -1031907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1031907.062500 Penalty: 4428.145508
	Iteration 33Q: 3 clusters Score -1031907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1031907.812500 Penalty: 4428.145508
	Iteration 34Q: 3 clusters Score -1031908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1031907.000000 Penalty: 4428.145508
	Iteration 35Q: 3 clusters Score -1031907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1031908.250000 Penalty: 4428.145508
	Iteration 36Q: 3 clusters Score -1031908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1031908.312500 Penalty: 4428.145508
	Iteration 37Q: 3 clusters Score -1031908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1031908.312500 Penalty: 4428.145508
	Iteration 38F: 3 clusters Score -1031908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Entering Unmasked Estep 
Score: -5979956.000000 Penalty: 2647.962891
	Iteration 0F: 2 clusters Score -5979956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -5950664.500000 Penalty: 5295.925781
	Iteration 0F: 3 clusters Score -5950664 nChanged 19976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -5961491.000000 Penalty: 5295.925781
	Iteration 1F: 3 clusters Score -5961491 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -5962037.500000 Penalty: 5295.925781
	Iteration 2Q: 3 clusters Score -5962038 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -5962485.500000 Penalty: 5295.925781
	Iteration 3Q: 3 clusters Score -5962486 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -5963069.500000 Penalty: 5295.925781
	Iteration 4Q: 3 clusters Score -5963070 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -5963637.000000 Penalty: 5295.925781
	Iteration 5Q: 3 clusters Score -5963637 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -5964300.500000 Penalty: 5295.925781
	Iteration 6Q: 3 clusters Score -5964300 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -5965082.000000 Penalty: 5295.925781
	Iteration 7Q: 3 clusters Score -5965082 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -5965963.000000 Penalty: 5295.925781
	Iteration 8Q: 3 clusters Score -5965963 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -5966985.500000 Penalty: 5295.925781
	Iteration 9Q: 3 clusters Score -5966986 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -5968147.500000 Penalty: 5295.925781
	Iteration 10Q: 3 clusters Score -5968148 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -5969229.500000 Penalty: 5295.925781
	Iteration 11Q: 3 clusters Score -5969230 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -5970210.000000 Penalty: 5295.925781
	Iteration 12Q: 3 clusters Score -5970210 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -5971125.000000 Penalty: 5295.925781
	Iteration 13Q: 3 clusters Score -5971125 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -5971906.500000 Penalty: 5295.925781
	Iteration 14Q: 3 clusters Score -5971906 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -5972645.500000 Penalty: 5295.925781
	Iteration 15Q: 3 clusters Score -5972646 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -5973331.000000 Penalty: 5295.925781
	Iteration 16Q: 3 clusters Score -5973331 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -5973993.500000 Penalty: 5295.925781
	Iteration 17Q: 3 clusters Score -5973994 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -5974641.500000 Penalty: 5295.925781
	Iteration 18Q: 3 clusters Score -5974642 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -5975272.500000 Penalty: 5295.925781
	Iteration 19Q: 3 clusters Score -5975272 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -5975862.000000 Penalty: 5295.925781
	Iteration 20F: 3 clusters Score -5975862 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -5976330.000000 Penalty: 5295.925781
	Iteration 21Q: 3 clusters Score -5976330 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -5976677.500000 Penalty: 5295.925781
	Iteration 22Q: 3 clusters Score -5976678 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -5976966.000000 Penalty: 5295.925781
	Iteration 23Q: 3 clusters Score -5976966 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -5977200.500000 Penalty: 5295.925781
	Iteration 24Q: 3 clusters Score -5977200 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -5977371.000000 Penalty: 5295.925781
	Iteration 25Q: 3 clusters Score -5977371 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -5977489.000000 Penalty: 5295.925781
	Iteration 26Q: 3 clusters Score -5977489 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -5977548.500000 Penalty: 5295.925781
	Iteration 27Q: 3 clusters Score -5977548 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -5977599.500000 Penalty: 5295.925781
	Iteration 28Q: 3 clusters Score -5977600 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -5977653.500000 Penalty: 5295.925781
	Iteration 29Q: 3 clusters Score -5977654 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -5977686.500000 Penalty: 5295.925781
	Iteration 30Q: 3 clusters Score -5977686 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -5977715.000000 Penalty: 5295.925781
	Iteration 31Q: 3 clusters Score -5977715 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -5977730.000000 Penalty: 5295.925781
	Iteration 32Q: 3 clusters Score -5977730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -5977742.500000 Penalty: 5295.925781
	Iteration 33Q: 3 clusters Score -5977742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -5977757.000000 Penalty: 5295.925781
	Iteration 34Q: 3 clusters Score -5977757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -5977763.000000 Penalty: 5295.925781
	Iteration 35Q: 3 clusters Score -5977763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -5977769.000000 Penalty: 5295.925781
	Iteration 36Q: 3 clusters Score -5977769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -5977778.500000 Penalty: 5295.925781
	Iteration 37Q: 3 clusters Score -5977778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -5977795.500000 Penalty: 5295.925781
	Iteration 38Q: 3 clusters Score -5977796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -5977793.000000 Penalty: 5295.925781
	Iteration 39Q: 3 clusters Score -5977793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -5977795.000000 Penalty: 5295.925781
	Iteration 40F: 3 clusters Score -5977795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -5977797.500000 Penalty: 5295.925781
	Iteration 41Q: 3 clusters Score -5977798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -5977792.000000 Penalty: 5295.925781
	Iteration 42Q: 3 clusters Score -5977792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -5977792.000000 Penalty: 5295.925781
	Iteration 43F: 3 clusters Score -5977792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (124627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124627 members 
Entering Unmasked Estep 
Score: -17242768.000000 Penalty: 2909.803955
	Iteration 0F: 2 clusters Score -1.724277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62166 members 
Mstep: Class 2 contains 62461 members 
Entering Unmasked Estep 
Score: -17159952.000000 Penalty: 5819.607910
	Iteration 0F: 3 clusters Score -1.715995e+07 nChanged 59129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61065 members 
Mstep: Class 2 contains 63562 members 
Entering Unmasked Estep 
Score: -17194252.000000 Penalty: 5819.607910
	Iteration 1F: 3 clusters Score -1.719425e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60355 members 
Mstep: Class 2 contains 64272 members 
Entering Unmasked Estep 
Score: -17195290.000000 Penalty: 5819.607910
	Iteration 2Q: 3 clusters Score -1.719529e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59115 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -17196502.000000 Penalty: 5819.607910
	Iteration 3Q: 3 clusters Score -1.71965e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57238 members 
Mstep: Class 2 contains 67389 members 
Entering Unmasked Estep 
Score: -17198106.000000 Penalty: 5819.607910
	Iteration 4Q: 3 clusters Score -1.719811e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54423 members 
Mstep: Class 2 contains 70204 members 
Entering Unmasked Estep 
Score: -17200436.000000 Penalty: 5819.607910
	Iteration 5Q: 3 clusters Score -1.720044e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 74121 members 
Entering Unmasked Estep 
Score: -17204098.000000 Penalty: 5819.607910
	Iteration 6F: 3 clusters Score -1.72041e+07 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 79224 members 
Entering Unmasked Estep 
Score: -17209306.000000 Penalty: 5819.607910
	Iteration 7F: 3 clusters Score -1.720931e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 84929 members 
Entering Unmasked Estep 
Score: -17215874.000000 Penalty: 5819.607910
	Iteration 8F: 3 clusters Score -1.721587e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 90114 members 
Entering Unmasked Estep 
Score: -17221984.000000 Penalty: 5819.607910
	Iteration 9F: 3 clusters Score -1.722198e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 94080 members 
Entering Unmasked Estep 
Score: -17226492.000000 Penalty: 5819.607910
	Iteration 10F: 3 clusters Score -1.722649e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 97046 members 
Entering Unmasked Estep 
Score: -17229234.000000 Penalty: 5819.607910
	Iteration 11Q: 3 clusters Score -1.722923e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 99489 members 
Entering Unmasked Estep 
Score: -17230842.000000 Penalty: 5819.607910
	Iteration 12Q: 3 clusters Score -1.723084e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 101566 members 
Entering Unmasked Estep 
Score: -17232010.000000 Penalty: 5819.607910
	Iteration 13Q: 3 clusters Score -1.723201e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 103435 members 
Entering Unmasked Estep 
Score: -17232950.000000 Penalty: 5819.607910
	Iteration 14Q: 3 clusters Score -1.723295e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 105130 members 
Entering Unmasked Estep 
Score: -17233824.000000 Penalty: 5819.607910
	Iteration 15Q: 3 clusters Score -1.723382e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 106646 members 
Entering Unmasked Estep 
Score: -17234490.000000 Penalty: 5819.607910
	Iteration 16Q: 3 clusters Score -1.723449e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 108077 members 
Entering Unmasked Estep 
Score: -17234962.000000 Penalty: 5819.607910
	Iteration 17Q: 3 clusters Score -1.723496e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 109402 members 
Entering Unmasked Estep 
Score: -17235470.000000 Penalty: 5819.607910
	Iteration 18Q: 3 clusters Score -1.723547e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 110680 members 
Entering Unmasked Estep 
Score: -17236010.000000 Penalty: 5819.607910
	Iteration 19Q: 3 clusters Score -1.723601e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 111870 members 
Entering Unmasked Estep 
Score: -17236448.000000 Penalty: 5819.607910
	Iteration 20F: 3 clusters Score -1.723645e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 112953 members 
Entering Unmasked Estep 
Score: -17236862.000000 Penalty: 5819.607910
	Iteration 21Q: 3 clusters Score -1.723686e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 113953 members 
Entering Unmasked Estep 
Score: -17237218.000000 Penalty: 5819.607910
	Iteration 22Q: 3 clusters Score -1.723722e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 114896 members 
Entering Unmasked Estep 
Score: -17237528.000000 Penalty: 5819.607910
	Iteration 23Q: 3 clusters Score -1.723753e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 115783 members 
Entering Unmasked Estep 
Score: -17237784.000000 Penalty: 5819.607910
	Iteration 24Q: 3 clusters Score -1.723778e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 116652 members 
Entering Unmasked Estep 
Score: -17238042.000000 Penalty: 5819.607910
	Iteration 25Q: 3 clusters Score -1.723804e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 117499 members 
Entering Unmasked Estep 
Score: -17238322.000000 Penalty: 5819.607910
	Iteration 26Q: 3 clusters Score -1.723832e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 118303 members 
Entering Unmasked Estep 
Score: -17238612.000000 Penalty: 5819.607910
	Iteration 27Q: 3 clusters Score -1.723861e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 119016 members 
Entering Unmasked Estep 
Score: -17238874.000000 Penalty: 5819.607910
	Iteration 28Q: 3 clusters Score -1.723887e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 119699 members 
Entering Unmasked Estep 
Score: -17239134.000000 Penalty: 5819.607910
	Iteration 29Q: 3 clusters Score -1.723913e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 120321 members 
Entering Unmasked Estep 
Score: -17239368.000000 Penalty: 5819.607910
	Iteration 30Q: 3 clusters Score -1.723937e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 120830 members 
Entering Unmasked Estep 
Score: -17239548.000000 Penalty: 5819.607910
	Iteration 31Q: 3 clusters Score -1.723955e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 121264 members 
Entering Unmasked Estep 
Score: -17239726.000000 Penalty: 5819.607910
	Iteration 32Q: 3 clusters Score -1.723973e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 121652 members 
Entering Unmasked Estep 
Score: -17239830.000000 Penalty: 5819.607910
	Iteration 33Q: 3 clusters Score -1.723983e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 121943 members 
Entering Unmasked Estep 
Score: -17239874.000000 Penalty: 5819.607910
	Iteration 34Q: 3 clusters Score -1.723987e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 122190 members 
Entering Unmasked Estep 
Score: -17239962.000000 Penalty: 5819.607910
	Iteration 35Q: 3 clusters Score -1.723996e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 122401 members 
Entering Unmasked Estep 
Score: -17240042.000000 Penalty: 5819.607910
	Iteration 36Q: 3 clusters Score -1.724004e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 122562 members 
Entering Unmasked Estep 
Score: -17240116.000000 Penalty: 5819.607910
	Iteration 37Q: 3 clusters Score -1.724012e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 122700 members 
Entering Unmasked Estep 
Score: -17240178.000000 Penalty: 5819.607910
	Iteration 38Q: 3 clusters Score -1.724018e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 122813 members 
Entering Unmasked Estep 
Score: -17240210.000000 Penalty: 5819.607910
	Iteration 39Q: 3 clusters Score -1.724021e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 122906 members 
Entering Unmasked Estep 
Score: -17240254.000000 Penalty: 5819.607910
	Iteration 40F: 3 clusters Score -1.724025e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 122984 members 
Entering Unmasked Estep 
Score: -17240276.000000 Penalty: 5819.607910
	Iteration 41Q: 3 clusters Score -1.724028e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 123046 members 
Entering Unmasked Estep 
Score: -17240282.000000 Penalty: 5819.607910
	Iteration 42Q: 3 clusters Score -1.724028e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 123108 members 
Entering Unmasked Estep 
Score: -17240314.000000 Penalty: 5819.607910
	Iteration 43Q: 3 clusters Score -1.724031e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 123157 members 
Entering Unmasked Estep 
Score: -17240308.000000 Penalty: 5819.607910
	Iteration 44Q: 3 clusters Score -1.724031e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 123194 members 
Entering Unmasked Estep 
Score: -17240328.000000 Penalty: 5819.607910
	Iteration 45Q: 3 clusters Score -1.724033e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 123239 members 
Entering Unmasked Estep 
Score: -17240346.000000 Penalty: 5819.607910
	Iteration 46Q: 3 clusters Score -1.724035e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 123279 members 
Entering Unmasked Estep 
Score: -17240382.000000 Penalty: 5819.607910
	Iteration 47Q: 3 clusters Score -1.724038e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 123320 members 
Entering Unmasked Estep 
Score: -17240382.000000 Penalty: 5819.607910
	Iteration 48Q: 3 clusters Score -1.724038e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 123361 members 
Entering Unmasked Estep 
Score: -17240392.000000 Penalty: 5819.607910
	Iteration 49Q: 3 clusters Score -1.724039e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 123390 members 
Entering Unmasked Estep 
Score: -17240400.000000 Penalty: 5819.607910
	Iteration 50Q: 3 clusters Score -1.72404e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 123416 members 
Entering Unmasked Estep 
Score: -17240388.000000 Penalty: 5819.607910
	Iteration 51Q: 3 clusters Score -1.724039e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 123434 members 
Entering Unmasked Estep 
Score: -17240404.000000 Penalty: 5819.607910
	Iteration 52Q: 3 clusters Score -1.72404e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 123450 members 
Entering Unmasked Estep 
Score: -17240420.000000 Penalty: 5819.607910
	Iteration 53Q: 3 clusters Score -1.724042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 123458 members 
Entering Unmasked Estep 
Score: -17240414.000000 Penalty: 5819.607910
	Iteration 54Q: 3 clusters Score -1.724041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 123463 members 
Entering Unmasked Estep 
Score: -17240416.000000 Penalty: 5819.607910
	Iteration 55Q: 3 clusters Score -1.724042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 123470 members 
Entering Unmasked Estep 
Score: -17240444.000000 Penalty: 5819.607910
	Iteration 56Q: 3 clusters Score -1.724044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 123479 members 
Entering Unmasked Estep 
Score: -17240440.000000 Penalty: 5819.607910
	Iteration 57Q: 3 clusters Score -1.724044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 123487 members 
Entering Unmasked Estep 
Score: -17240446.000000 Penalty: 5819.607910
	Iteration 58Q: 3 clusters Score -1.724045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 123497 members 
Entering Unmasked Estep 
Score: -17240428.000000 Penalty: 5819.607910
	Iteration 59Q: 3 clusters Score -1.724043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 123501 members 
Entering Unmasked Estep 
Score: -17240416.000000 Penalty: 5819.607910
	Iteration 60F: 3 clusters Score -1.724042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 123511 members 
Entering Unmasked Estep 
Score: -17240434.000000 Penalty: 5819.607910
	Iteration 61Q: 3 clusters Score -1.724043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 123517 members 
Entering Unmasked Estep 
Score: -17240442.000000 Penalty: 5819.607910
	Iteration 62Q: 3 clusters Score -1.724044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 123524 members 
Entering Unmasked Estep 
Score: -17240430.000000 Penalty: 5819.607910
	Iteration 63Q: 3 clusters Score -1.724043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 123524 members 
Entering Unmasked Estep 
Score: -17240430.000000 Penalty: 5819.607910
	Iteration 64Q: 3 clusters Score -1.724043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 123527 members 
Entering Unmasked Estep 
Score: -17240438.000000 Penalty: 5819.607910
	Iteration 65Q: 3 clusters Score -1.724044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 123529 members 
Entering Unmasked Estep 
Score: -17240454.000000 Penalty: 5819.607910
	Iteration 66Q: 3 clusters Score -1.724045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 123539 members 
Entering Unmasked Estep 
Score: -17240442.000000 Penalty: 5819.607910
	Iteration 67Q: 3 clusters Score -1.724044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 123548 members 
Entering Unmasked Estep 
Score: -17240440.000000 Penalty: 5819.607910
	Iteration 68Q: 3 clusters Score -1.724044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 123556 members 
Entering Unmasked Estep 
Score: -17240430.000000 Penalty: 5819.607910
	Iteration 69Q: 3 clusters Score -1.724043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 123564 members 
Entering Unmasked Estep 
Score: -17240448.000000 Penalty: 5819.607910
	Iteration 70Q: 3 clusters Score -1.724045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 123566 members 
Entering Unmasked Estep 
Score: -17240442.000000 Penalty: 5819.607910
	Iteration 71Q: 3 clusters Score -1.724044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 123568 members 
Entering Unmasked Estep 
Score: -17240440.000000 Penalty: 5819.607910
	Iteration 72Q: 3 clusters Score -1.724044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 123571 members 
Entering Unmasked Estep 
Score: -17240448.000000 Penalty: 5819.607910
	Iteration 73Q: 3 clusters Score -1.724045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 123572 members 
Entering Unmasked Estep 
Score: -17240446.000000 Penalty: 5819.607910
	Iteration 74Q: 3 clusters Score -1.724045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 123572 members 
Entering Unmasked Estep 
Score: -17240446.000000 Penalty: 5819.607910
	Iteration 75Q: 3 clusters Score -1.724045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 123574 members 
Entering Unmasked Estep 
Score: -17240446.000000 Penalty: 5819.607910
	Iteration 76Q: 3 clusters Score -1.724045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 123576 members 
Entering Unmasked Estep 
Score: -17240452.000000 Penalty: 5819.607910
	Iteration 77Q: 3 clusters Score -1.724045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 123576 members 
Entering Unmasked Estep 
Score: -17240452.000000 Penalty: 5819.607910
	Iteration 78F: 3 clusters Score -1.724045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -76979.851562 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -76979.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75357.296875 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -75357.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -75625.296875 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -75625.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -75737.078125 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -75737.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -75812.460938 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -75812.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -75859.312500 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -75859.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -75883.281250 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -75883.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -75926.039062 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -75926.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -75960.703125 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -75960.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75965.976562 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -75965.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75970.031250 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -75970.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75972.343750 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -75972.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75972.343750 Penalty: 3194.709473
	Iteration 11F: 3 clusters Score -75972.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Entering Unmasked Estep 
Score: -4460989.000000 Penalty: 2570.555664
	Iteration 0F: 2 clusters Score -4460989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -4439242.000000 Penalty: 5141.111328
	Iteration 0F: 3 clusters Score -4439242 nChanged 14437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -4447368.000000 Penalty: 5141.111328
	Iteration 1F: 3 clusters Score -4447368 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -4448165.000000 Penalty: 5141.111328
	Iteration 2F: 3 clusters Score -4448165 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -4449174.000000 Penalty: 5141.111328
	Iteration 3F: 3 clusters Score -4449174 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -4450509.000000 Penalty: 5141.111328
	Iteration 4F: 3 clusters Score -4450509 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -4452168.500000 Penalty: 5141.111328
	Iteration 5F: 3 clusters Score -4452168 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -4453947.500000 Penalty: 5141.111328
	Iteration 6F: 3 clusters Score -4453948 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -4455586.000000 Penalty: 5141.111328
	Iteration 7F: 3 clusters Score -4455586 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -4456889.000000 Penalty: 5141.111328
	Iteration 8Q: 3 clusters Score -4456889 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -4457664.000000 Penalty: 5141.111328
	Iteration 9Q: 3 clusters Score -4457664 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -4458208.000000 Penalty: 5141.111328
	Iteration 10Q: 3 clusters Score -4458208 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -4458534.500000 Penalty: 5141.111328
	Iteration 11Q: 3 clusters Score -4458534 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -4458739.500000 Penalty: 5141.111328
	Iteration 12Q: 3 clusters Score -4458740 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -4458896.000000 Penalty: 5141.111328
	Iteration 13Q: 3 clusters Score -4458896 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -4459027.000000 Penalty: 5141.111328
	Iteration 14Q: 3 clusters Score -4459027 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -4459141.500000 Penalty: 5141.111328
	Iteration 15Q: 3 clusters Score -4459142 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -4459233.500000 Penalty: 5141.111328
	Iteration 16Q: 3 clusters Score -4459234 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -4459307.000000 Penalty: 5141.111328
	Iteration 17Q: 3 clusters Score -4459307 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -4459337.000000 Penalty: 5141.111328
	Iteration 18Q: 3 clusters Score -4459337 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -4459386.000000 Penalty: 5141.111328
	Iteration 19Q: 3 clusters Score -4459386 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -4459427.500000 Penalty: 5141.111328
	Iteration 20F: 3 clusters Score -4459428 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -4459441.500000 Penalty: 5141.111328
	Iteration 21Q: 3 clusters Score -4459442 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -4459466.000000 Penalty: 5141.111328
	Iteration 22Q: 3 clusters Score -4459466 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -4459492.000000 Penalty: 5141.111328
	Iteration 23Q: 3 clusters Score -4459492 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -4459528.500000 Penalty: 5141.111328
	Iteration 24Q: 3 clusters Score -4459528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -4459550.000000 Penalty: 5141.111328
	Iteration 25Q: 3 clusters Score -4459550 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -4459569.500000 Penalty: 5141.111328
	Iteration 26Q: 3 clusters Score -4459570 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -4459581.500000 Penalty: 5141.111328
	Iteration 27Q: 3 clusters Score -4459582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -4459592.000000 Penalty: 5141.111328
	Iteration 28Q: 3 clusters Score -4459592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -4459606.500000 Penalty: 5141.111328
	Iteration 29Q: 3 clusters Score -4459606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -4459610.000000 Penalty: 5141.111328
	Iteration 30Q: 3 clusters Score -4459610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -4459624.000000 Penalty: 5141.111328
	Iteration 31Q: 3 clusters Score -4459624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -4459636.500000 Penalty: 5141.111328
	Iteration 32Q: 3 clusters Score -4459636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -4459654.000000 Penalty: 5141.111328
	Iteration 33Q: 3 clusters Score -4459654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -4459662.000000 Penalty: 5141.111328
	Iteration 34Q: 3 clusters Score -4459662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -4459682.500000 Penalty: 5141.111328
	Iteration 35Q: 3 clusters Score -4459682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -4459692.500000 Penalty: 5141.111328
	Iteration 36Q: 3 clusters Score -4459692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -4459707.500000 Penalty: 5141.111328
	Iteration 37Q: 3 clusters Score -4459708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -4459720.500000 Penalty: 5141.111328
	Iteration 38Q: 3 clusters Score -4459720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -4459720.000000 Penalty: 5141.111328
	Iteration 39Q: 3 clusters Score -4459720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -4459723.500000 Penalty: 5141.111328
	Iteration 40F: 3 clusters Score -4459724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -4459725.500000 Penalty: 5141.111328
	Iteration 41Q: 3 clusters Score -4459726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -4459721.500000 Penalty: 5141.111328
	Iteration 42Q: 3 clusters Score -4459722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -4459734.000000 Penalty: 5141.111328
	Iteration 43Q: 3 clusters Score -4459734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -4459740.000000 Penalty: 5141.111328
	Iteration 44Q: 3 clusters Score -4459740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -4459746.000000 Penalty: 5141.111328
	Iteration 45Q: 3 clusters Score -4459746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -4459757.500000 Penalty: 5141.111328
	Iteration 46Q: 3 clusters Score -4459758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -4459762.000000 Penalty: 5141.111328
	Iteration 47Q: 3 clusters Score -4459762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -4459791.000000 Penalty: 5141.111328
	Iteration 48Q: 3 clusters Score -4459791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -4459809.000000 Penalty: 5141.111328
	Iteration 49Q: 3 clusters Score -4459809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -4459828.000000 Penalty: 5141.111328
	Iteration 50Q: 3 clusters Score -4459828 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -4459847.500000 Penalty: 5141.111328
	Iteration 51Q: 3 clusters Score -4459848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -4459870.000000 Penalty: 5141.111328
	Iteration 52Q: 3 clusters Score -4459870 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -4459890.000000 Penalty: 5141.111328
	Iteration 53Q: 3 clusters Score -4459890 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -4459911.000000 Penalty: 5141.111328
	Iteration 54Q: 3 clusters Score -4459911 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -4459931.500000 Penalty: 5141.111328
	Iteration 55Q: 3 clusters Score -4459932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -4459950.500000 Penalty: 5141.111328
	Iteration 56Q: 3 clusters Score -4459950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -4459962.500000 Penalty: 5141.111328
	Iteration 57Q: 3 clusters Score -4459962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -4459968.500000 Penalty: 5141.111328
	Iteration 58Q: 3 clusters Score -4459968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -4459979.000000 Penalty: 5141.111328
	Iteration 59Q: 3 clusters Score -4459979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -4460017.000000 Penalty: 5141.111328
	Iteration 60F: 3 clusters Score -4460017 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -4460052.000000 Penalty: 5141.111328
	Iteration 61Q: 3 clusters Score -4460052 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -4460064.000000 Penalty: 5141.111328
	Iteration 62Q: 3 clusters Score -4460064 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -4460090.500000 Penalty: 5141.111328
	Iteration 63Q: 3 clusters Score -4460090 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -4460117.500000 Penalty: 5141.111328
	Iteration 64Q: 3 clusters Score -4460118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -4460133.000000 Penalty: 5141.111328
	Iteration 65Q: 3 clusters Score -4460133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -4460147.500000 Penalty: 5141.111328
	Iteration 66Q: 3 clusters Score -4460148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -4460158.000000 Penalty: 5141.111328
	Iteration 67Q: 3 clusters Score -4460158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -4460160.000000 Penalty: 5141.111328
	Iteration 68Q: 3 clusters Score -4460160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -4460169.000000 Penalty: 5141.111328
	Iteration 69Q: 3 clusters Score -4460169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -4460169.000000 Penalty: 5141.111328
	Iteration 70Q: 3 clusters Score -4460169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -4460167.500000 Penalty: 5141.111328
	Iteration 71Q: 3 clusters Score -4460168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -4460164.500000 Penalty: 5141.111328
	Iteration 72Q: 3 clusters Score -4460164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -4460171.000000 Penalty: 5141.111328
	Iteration 73Q: 3 clusters Score -4460171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -4460171.500000 Penalty: 5141.111328
	Iteration 74Q: 3 clusters Score -4460172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -4460174.000000 Penalty: 5141.111328
	Iteration 75Q: 3 clusters Score -4460174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -4460172.000000 Penalty: 5141.111328
	Iteration 76Q: 3 clusters Score -4460172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -4460172.000000 Penalty: 5141.111328
	Iteration 77F: 3 clusters Score -4460172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Entering Unmasked Estep 
Score: -743198.000000 Penalty: 2154.694580
	Iteration 0F: 2 clusters Score -743198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -738155.250000 Penalty: 4309.389160
	Iteration 0F: 3 clusters Score -738155.2 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -739627.687500 Penalty: 4309.389160
	Iteration 1F: 3 clusters Score -739627.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -740040.437500 Penalty: 4309.389160
	Iteration 2F: 3 clusters Score -740040.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -740401.937500 Penalty: 4309.389160
	Iteration 3F: 3 clusters Score -740401.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -740761.375000 Penalty: 4309.389160
	Iteration 4F: 3 clusters Score -740761.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -741123.250000 Penalty: 4309.389160
	Iteration 5F: 3 clusters Score -741123.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -741451.187500 Penalty: 4309.389160
	Iteration 6F: 3 clusters Score -741451.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -741704.937500 Penalty: 4309.389160
	Iteration 7Q: 3 clusters Score -741704.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -741918.000000 Penalty: 4309.389160
	Iteration 8Q: 3 clusters Score -741918 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -742066.687500 Penalty: 4309.389160
	Iteration 9Q: 3 clusters Score -742066.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -742181.000000 Penalty: 4309.389160
	Iteration 10Q: 3 clusters Score -742181 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -742278.375000 Penalty: 4309.389160
	Iteration 11Q: 3 clusters Score -742278.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -742342.250000 Penalty: 4309.389160
	Iteration 12Q: 3 clusters Score -742342.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -742371.562500 Penalty: 4309.389160
	Iteration 13Q: 3 clusters Score -742371.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -742402.250000 Penalty: 4309.389160
	Iteration 14Q: 3 clusters Score -742402.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -742424.812500 Penalty: 4309.389160
	Iteration 15Q: 3 clusters Score -742424.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -742447.187500 Penalty: 4309.389160
	Iteration 16Q: 3 clusters Score -742447.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -742462.312500 Penalty: 4309.389160
	Iteration 17Q: 3 clusters Score -742462.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -742472.000000 Penalty: 4309.389160
	Iteration 18Q: 3 clusters Score -742472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -742482.000000 Penalty: 4309.389160
	Iteration 19Q: 3 clusters Score -742482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -742491.062500 Penalty: 4309.389160
	Iteration 20F: 3 clusters Score -742491.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -742503.687500 Penalty: 4309.389160
	Iteration 21Q: 3 clusters Score -742503.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -742514.500000 Penalty: 4309.389160
	Iteration 22Q: 3 clusters Score -742514.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -742519.062500 Penalty: 4309.389160
	Iteration 23Q: 3 clusters Score -742519.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -742525.937500 Penalty: 4309.389160
	Iteration 24Q: 3 clusters Score -742525.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -742533.500000 Penalty: 4309.389160
	Iteration 25Q: 3 clusters Score -742533.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -742540.375000 Penalty: 4309.389160
	Iteration 26Q: 3 clusters Score -742540.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -742546.187500 Penalty: 4309.389160
	Iteration 27Q: 3 clusters Score -742546.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -742554.187500 Penalty: 4309.389160
	Iteration 28Q: 3 clusters Score -742554.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -742560.125000 Penalty: 4309.389160
	Iteration 29Q: 3 clusters Score -742560.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -742562.500000 Penalty: 4309.389160
	Iteration 30Q: 3 clusters Score -742562.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -742563.875000 Penalty: 4309.389160
	Iteration 31Q: 3 clusters Score -742563.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -742570.500000 Penalty: 4309.389160
	Iteration 32Q: 3 clusters Score -742570.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -742570.250000 Penalty: 4309.389160
	Iteration 33Q: 3 clusters Score -742570.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -742571.125000 Penalty: 4309.389160
	Iteration 34Q: 3 clusters Score -742571.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -742573.562500 Penalty: 4309.389160
	Iteration 35Q: 3 clusters Score -742573.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -742574.000000 Penalty: 4309.389160
	Iteration 36Q: 3 clusters Score -742574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -742578.687500 Penalty: 4309.389160
	Iteration 37Q: 3 clusters Score -742578.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -742583.937500 Penalty: 4309.389160
	Iteration 38Q: 3 clusters Score -742583.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -742586.375000 Penalty: 4309.389160
	Iteration 39Q: 3 clusters Score -742586.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -742588.750000 Penalty: 4309.389160
	Iteration 40F: 3 clusters Score -742588.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -742592.375000 Penalty: 4309.389160
	Iteration 41Q: 3 clusters Score -742592.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -742595.062500 Penalty: 4309.389160
	Iteration 42Q: 3 clusters Score -742595.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -742595.562500 Penalty: 4309.389160
	Iteration 43Q: 3 clusters Score -742595.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -742597.437500 Penalty: 4309.389160
	Iteration 44Q: 3 clusters Score -742597.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -742596.750000 Penalty: 4309.389160
	Iteration 45Q: 3 clusters Score -742596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -742597.437500 Penalty: 4309.389160
	Iteration 46Q: 3 clusters Score -742597.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -742597.437500 Penalty: 4309.389160
	Iteration 47F: 3 clusters Score -742597.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -68031.890625 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -68031.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -66440.929688 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -66440.93 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66621.312500 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -66621.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66679.835938 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -66679.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66712.890625 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -66712.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66730.656250 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -66730.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66738.765625 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -66738.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66743.375000 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -66743.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66750.054688 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -66750.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66756.609375 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -66756.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -66760.828125 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -66760.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -66760.828125 Penalty: 3097.106689
	Iteration 10F: 3 clusters Score -66760.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (44134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Entering Unmasked Estep 
Score: -6151171.000000 Penalty: 2652.356445
	Iteration 0F: 2 clusters Score -6151171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -6121337.500000 Penalty: 5304.712891
	Iteration 0F: 3 clusters Score -6121338 nChanged 20319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -6132757.000000 Penalty: 5304.712891
	Iteration 1F: 3 clusters Score -6132757 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -6133573.000000 Penalty: 5304.712891
	Iteration 2Q: 3 clusters Score -6133573 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -6134586.000000 Penalty: 5304.712891
	Iteration 3F: 3 clusters Score -6134586 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -6135943.000000 Penalty: 5304.712891
	Iteration 4F: 3 clusters Score -6135943 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -6137795.000000 Penalty: 5304.712891
	Iteration 5F: 3 clusters Score -6137795 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -6140118.500000 Penalty: 5304.712891
	Iteration 6F: 3 clusters Score -6140118 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -6142612.500000 Penalty: 5304.712891
	Iteration 7F: 3 clusters Score -6142612 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -6144723.500000 Penalty: 5304.712891
	Iteration 8F: 3 clusters Score -6144724 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -6146230.000000 Penalty: 5304.712891
	Iteration 9Q: 3 clusters Score -6146230 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -6147187.500000 Penalty: 5304.712891
	Iteration 10Q: 3 clusters Score -6147188 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -6147665.500000 Penalty: 5304.712891
	Iteration 11Q: 3 clusters Score -6147666 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -6148019.000000 Penalty: 5304.712891
	Iteration 12Q: 3 clusters Score -6148019 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -6148197.000000 Penalty: 5304.712891
	Iteration 13Q: 3 clusters Score -6148197 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -6148281.000000 Penalty: 5304.712891
	Iteration 14Q: 3 clusters Score -6148281 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -6148362.500000 Penalty: 5304.712891
	Iteration 15Q: 3 clusters Score -6148362 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -6148405.500000 Penalty: 5304.712891
	Iteration 16Q: 3 clusters Score -6148406 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6148460.500000 Penalty: 5304.712891
	Iteration 17Q: 3 clusters Score -6148460 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6148504.000000 Penalty: 5304.712891
	Iteration 18Q: 3 clusters Score -6148504 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -6148542.500000 Penalty: 5304.712891
	Iteration 19Q: 3 clusters Score -6148542 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -6148571.000000 Penalty: 5304.712891
	Iteration 20F: 3 clusters Score -6148571 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6148590.500000 Penalty: 5304.712891
	Iteration 21Q: 3 clusters Score -6148590 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -6148619.500000 Penalty: 5304.712891
	Iteration 22Q: 3 clusters Score -6148620 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6148642.500000 Penalty: 5304.712891
	Iteration 23Q: 3 clusters Score -6148642 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -6148676.500000 Penalty: 5304.712891
	Iteration 24Q: 3 clusters Score -6148676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -6148681.500000 Penalty: 5304.712891
	Iteration 25Q: 3 clusters Score -6148682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -6148697.500000 Penalty: 5304.712891
	Iteration 26Q: 3 clusters Score -6148698 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6148725.000000 Penalty: 5304.712891
	Iteration 27Q: 3 clusters Score -6148725 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6148730.500000 Penalty: 5304.712891
	Iteration 28Q: 3 clusters Score -6148730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6148758.000000 Penalty: 5304.712891
	Iteration 29Q: 3 clusters Score -6148758 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6148777.500000 Penalty: 5304.712891
	Iteration 30Q: 3 clusters Score -6148778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -6148777.000000 Penalty: 5304.712891
	Iteration 31Q: 3 clusters Score -6148777 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6148799.500000 Penalty: 5304.712891
	Iteration 32Q: 3 clusters Score -6148800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6148806.000000 Penalty: 5304.712891
	Iteration 33Q: 3 clusters Score -6148806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6148817.500000 Penalty: 5304.712891
	Iteration 34Q: 3 clusters Score -6148818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6148824.000000 Penalty: 5304.712891
	Iteration 35Q: 3 clusters Score -6148824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6148826.500000 Penalty: 5304.712891
	Iteration 36Q: 3 clusters Score -6148826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -6148832.500000 Penalty: 5304.712891
	Iteration 37Q: 3 clusters Score -6148832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6148851.500000 Penalty: 5304.712891
	Iteration 38Q: 3 clusters Score -6148852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6148843.000000 Penalty: 5304.712891
	Iteration 39Q: 3 clusters Score -6148843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6148850.000000 Penalty: 5304.712891
	Iteration 40F: 3 clusters Score -6148850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -6148843.500000 Penalty: 5304.712891
	Iteration 41Q: 3 clusters Score -6148844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6148846.000000 Penalty: 5304.712891
	Iteration 42Q: 3 clusters Score -6148846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6148838.500000 Penalty: 5304.712891
	Iteration 43Q: 3 clusters Score -6148838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6148840.500000 Penalty: 5304.712891
	Iteration 44Q: 3 clusters Score -6148840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6148843.000000 Penalty: 5304.712891
	Iteration 45Q: 3 clusters Score -6148843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6148845.500000 Penalty: 5304.712891
	Iteration 46Q: 3 clusters Score -6148846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6148852.500000 Penalty: 5304.712891
	Iteration 47Q: 3 clusters Score -6148852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6148851.000000 Penalty: 5304.712891
	Iteration 48Q: 3 clusters Score -6148851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -6148847.500000 Penalty: 5304.712891
	Iteration 49Q: 3 clusters Score -6148848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -6148849.500000 Penalty: 5304.712891
	Iteration 50Q: 3 clusters Score -6148850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -6148849.500000 Penalty: 5304.712891
	Iteration 51F: 3 clusters Score -6148850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Entering Unmasked Estep 
Score: -905331.812500 Penalty: 2180.364014
	Iteration 0F: 2 clusters Score -905331.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -899826.000000 Penalty: 4360.728027
	Iteration 0F: 3 clusters Score -899826 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -901245.625000 Penalty: 4360.728027
	Iteration 1F: 3 clusters Score -901245.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -901492.250000 Penalty: 4360.728027
	Iteration 2F: 3 clusters Score -901492.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -901638.375000 Penalty: 4360.728027
	Iteration 3Q: 3 clusters Score -901638.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -901745.125000 Penalty: 4360.728027
	Iteration 4Q: 3 clusters Score -901745.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -901822.812500 Penalty: 4360.728027
	Iteration 5Q: 3 clusters Score -901822.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -901884.375000 Penalty: 4360.728027
	Iteration 6Q: 3 clusters Score -901884.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -901928.812500 Penalty: 4360.728027
	Iteration 7Q: 3 clusters Score -901928.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -901960.875000 Penalty: 4360.728027
	Iteration 8Q: 3 clusters Score -901960.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -901983.250000 Penalty: 4360.728027
	Iteration 9Q: 3 clusters Score -901983.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -902006.250000 Penalty: 4360.728027
	Iteration 10Q: 3 clusters Score -902006.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -902024.562500 Penalty: 4360.728027
	Iteration 11Q: 3 clusters Score -902024.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -902036.375000 Penalty: 4360.728027
	Iteration 12Q: 3 clusters Score -902036.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -902051.312500 Penalty: 4360.728027
	Iteration 13Q: 3 clusters Score -902051.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -902065.125000 Penalty: 4360.728027
	Iteration 14Q: 3 clusters Score -902065.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -902074.750000 Penalty: 4360.728027
	Iteration 15Q: 3 clusters Score -902074.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -902095.562500 Penalty: 4360.728027
	Iteration 16Q: 3 clusters Score -902095.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -902108.812500 Penalty: 4360.728027
	Iteration 17Q: 3 clusters Score -902108.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -902118.250000 Penalty: 4360.728027
	Iteration 18Q: 3 clusters Score -902118.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -902136.187500 Penalty: 4360.728027
	Iteration 19Q: 3 clusters Score -902136.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -902150.500000 Penalty: 4360.728027
	Iteration 20F: 3 clusters Score -902150.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -902171.375000 Penalty: 4360.728027
	Iteration 21Q: 3 clusters Score -902171.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -902188.062500 Penalty: 4360.728027
	Iteration 22Q: 3 clusters Score -902188.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -902204.562500 Penalty: 4360.728027
	Iteration 23Q: 3 clusters Score -902204.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -902225.687500 Penalty: 4360.728027
	Iteration 24Q: 3 clusters Score -902225.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -902241.187500 Penalty: 4360.728027
	Iteration 25Q: 3 clusters Score -902241.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -902266.125000 Penalty: 4360.728027
	Iteration 26Q: 3 clusters Score -902266.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -902288.687500 Penalty: 4360.728027
	Iteration 27Q: 3 clusters Score -902288.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -902309.625000 Penalty: 4360.728027
	Iteration 28Q: 3 clusters Score -902309.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -902332.000000 Penalty: 4360.728027
	Iteration 29Q: 3 clusters Score -902332 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -902358.937500 Penalty: 4360.728027
	Iteration 30Q: 3 clusters Score -902358.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -902379.562500 Penalty: 4360.728027
	Iteration 31Q: 3 clusters Score -902379.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -902400.687500 Penalty: 4360.728027
	Iteration 32Q: 3 clusters Score -902400.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -902426.125000 Penalty: 4360.728027
	Iteration 33Q: 3 clusters Score -902426.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -902459.625000 Penalty: 4360.728027
	Iteration 34Q: 3 clusters Score -902459.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -902496.625000 Penalty: 4360.728027
	Iteration 35Q: 3 clusters Score -902496.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -902522.750000 Penalty: 4360.728027
	Iteration 36Q: 3 clusters Score -902522.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -902542.562500 Penalty: 4360.728027
	Iteration 37Q: 3 clusters Score -902542.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -902562.937500 Penalty: 4360.728027
	Iteration 38Q: 3 clusters Score -902562.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -902576.250000 Penalty: 4360.728027
	Iteration 39Q: 3 clusters Score -902576.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -902590.437500 Penalty: 4360.728027
	Iteration 40F: 3 clusters Score -902590.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -902607.500000 Penalty: 4360.728027
	Iteration 41Q: 3 clusters Score -902607.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -902623.812500 Penalty: 4360.728027
	Iteration 42Q: 3 clusters Score -902623.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -902649.187500 Penalty: 4360.728027
	Iteration 43Q: 3 clusters Score -902649.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -902671.250000 Penalty: 4360.728027
	Iteration 44Q: 3 clusters Score -902671.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -902705.000000 Penalty: 4360.728027
	Iteration 45Q: 3 clusters Score -902705 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -902730.562500 Penalty: 4360.728027
	Iteration 46Q: 3 clusters Score -902730.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -902754.312500 Penalty: 4360.728027
	Iteration 47Q: 3 clusters Score -902754.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -902785.562500 Penalty: 4360.728027
	Iteration 48Q: 3 clusters Score -902785.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -902815.500000 Penalty: 4360.728027
	Iteration 49Q: 3 clusters Score -902815.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -902847.687500 Penalty: 4360.728027
	Iteration 50Q: 3 clusters Score -902847.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -902870.937500 Penalty: 4360.728027
	Iteration 51Q: 3 clusters Score -902870.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -902893.062500 Penalty: 4360.728027
	Iteration 52Q: 3 clusters Score -902893.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -902913.812500 Penalty: 4360.728027
	Iteration 53Q: 3 clusters Score -902913.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -902933.812500 Penalty: 4360.728027
	Iteration 54Q: 3 clusters Score -902933.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -902952.375000 Penalty: 4360.728027
	Iteration 55Q: 3 clusters Score -902952.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -902969.375000 Penalty: 4360.728027
	Iteration 56Q: 3 clusters Score -902969.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -902983.687500 Penalty: 4360.728027
	Iteration 57Q: 3 clusters Score -902983.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -902999.062500 Penalty: 4360.728027
	Iteration 58Q: 3 clusters Score -902999.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -903012.500000 Penalty: 4360.728027
	Iteration 59Q: 3 clusters Score -903012.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -903027.000000 Penalty: 4360.728027
	Iteration 60F: 3 clusters Score -903027 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -903039.375000 Penalty: 4360.728027
	Iteration 61Q: 3 clusters Score -903039.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -903056.500000 Penalty: 4360.728027
	Iteration 62Q: 3 clusters Score -903056.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -903075.812500 Penalty: 4360.728027
	Iteration 63Q: 3 clusters Score -903075.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -903089.750000 Penalty: 4360.728027
	Iteration 64Q: 3 clusters Score -903089.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -903105.500000 Penalty: 4360.728027
	Iteration 65Q: 3 clusters Score -903105.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -903115.750000 Penalty: 4360.728027
	Iteration 66Q: 3 clusters Score -903115.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -903132.000000 Penalty: 4360.728027
	Iteration 67Q: 3 clusters Score -903132 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -903144.875000 Penalty: 4360.728027
	Iteration 68Q: 3 clusters Score -903144.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -903162.875000 Penalty: 4360.728027
	Iteration 69Q: 3 clusters Score -903162.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -903181.312500 Penalty: 4360.728027
	Iteration 70Q: 3 clusters Score -903181.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -903201.875000 Penalty: 4360.728027
	Iteration 71Q: 3 clusters Score -903201.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -903222.875000 Penalty: 4360.728027
	Iteration 72Q: 3 clusters Score -903222.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -903235.937500 Penalty: 4360.728027
	Iteration 73Q: 3 clusters Score -903235.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -903244.937500 Penalty: 4360.728027
	Iteration 74Q: 3 clusters Score -903244.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -903262.375000 Penalty: 4360.728027
	Iteration 75Q: 3 clusters Score -903262.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -903274.375000 Penalty: 4360.728027
	Iteration 76Q: 3 clusters Score -903274.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -903281.375000 Penalty: 4360.728027
	Iteration 77Q: 3 clusters Score -903281.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -903285.000000 Penalty: 4360.728027
	Iteration 78Q: 3 clusters Score -903285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -903288.812500 Penalty: 4360.728027
	Iteration 79Q: 3 clusters Score -903288.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -903289.375000 Penalty: 4360.728027
	Iteration 80F: 3 clusters Score -903289.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -903295.875000 Penalty: 4360.728027
	Iteration 81Q: 3 clusters Score -903295.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -903302.062500 Penalty: 4360.728027
	Iteration 82Q: 3 clusters Score -903302.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -903307.562500 Penalty: 4360.728027
	Iteration 83Q: 3 clusters Score -903307.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -903306.500000 Penalty: 4360.728027
	Iteration 84Q: 3 clusters Score -903306.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -903312.125000 Penalty: 4360.728027
	Iteration 85Q: 3 clusters Score -903312.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -903316.750000 Penalty: 4360.728027
	Iteration 86Q: 3 clusters Score -903316.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -903318.937500 Penalty: 4360.728027
	Iteration 87Q: 3 clusters Score -903318.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -903320.687500 Penalty: 4360.728027
	Iteration 88Q: 3 clusters Score -903320.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -903321.562500 Penalty: 4360.728027
	Iteration 89Q: 3 clusters Score -903321.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -903325.000000 Penalty: 4360.728027
	Iteration 90Q: 3 clusters Score -903325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -903327.312500 Penalty: 4360.728027
	Iteration 91Q: 3 clusters Score -903327.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -903329.875000 Penalty: 4360.728027
	Iteration 92Q: 3 clusters Score -903329.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -903329.625000 Penalty: 4360.728027
	Iteration 93Q: 3 clusters Score -903329.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -903332.375000 Penalty: 4360.728027
	Iteration 94Q: 3 clusters Score -903332.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -903333.625000 Penalty: 4360.728027
	Iteration 95Q: 3 clusters Score -903333.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -903336.312500 Penalty: 4360.728027
	Iteration 96Q: 3 clusters Score -903336.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -903337.062500 Penalty: 4360.728027
	Iteration 97Q: 3 clusters Score -903337.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -903338.187500 Penalty: 4360.728027
	Iteration 98Q: 3 clusters Score -903338.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -903340.750000 Penalty: 4360.728027
	Iteration 99Q: 3 clusters Score -903340.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -903343.000000 Penalty: 4360.728027
	Iteration 100F: 3 clusters Score -903343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -903345.250000 Penalty: 4360.728027
	Iteration 101Q: 3 clusters Score -903345.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -903348.625000 Penalty: 4360.728027
	Iteration 102Q: 3 clusters Score -903348.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -903349.750000 Penalty: 4360.728027
	Iteration 103Q: 3 clusters Score -903349.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -903354.562500 Penalty: 4360.728027
	Iteration 104Q: 3 clusters Score -903354.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -903356.875000 Penalty: 4360.728027
	Iteration 105Q: 3 clusters Score -903356.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -903359.937500 Penalty: 4360.728027
	Iteration 106Q: 3 clusters Score -903359.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -903361.875000 Penalty: 4360.728027
	Iteration 107Q: 3 clusters Score -903361.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -903361.500000 Penalty: 4360.728027
	Iteration 108Q: 3 clusters Score -903361.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -903362.750000 Penalty: 4360.728027
	Iteration 109Q: 3 clusters Score -903362.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -903361.750000 Penalty: 4360.728027
	Iteration 110Q: 3 clusters Score -903361.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -903363.187500 Penalty: 4360.728027
	Iteration 111Q: 3 clusters Score -903363.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -903364.437500 Penalty: 4360.728027
	Iteration 112Q: 3 clusters Score -903364.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -903364.875000 Penalty: 4360.728027
	Iteration 113Q: 3 clusters Score -903364.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -903364.875000 Penalty: 4360.728027
	Iteration 114F: 3 clusters Score -903364.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Entering Unmasked Estep 
Score: -806645.562500 Penalty: 2150.946533
	Iteration 0F: 2 clusters Score -806645.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -801614.312500 Penalty: 4301.893066
	Iteration 0F: 3 clusters Score -801614.3 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -803006.125000 Penalty: 4301.893066
	Iteration 1F: 3 clusters Score -803006.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -803295.812500 Penalty: 4301.893066
	Iteration 2F: 3 clusters Score -803295.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -803489.375000 Penalty: 4301.893066
	Iteration 3F: 3 clusters Score -803489.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -803628.750000 Penalty: 4301.893066
	Iteration 4Q: 3 clusters Score -803628.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -803737.750000 Penalty: 4301.893066
	Iteration 5Q: 3 clusters Score -803737.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -803825.750000 Penalty: 4301.893066
	Iteration 6Q: 3 clusters Score -803825.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -803914.687500 Penalty: 4301.893066
	Iteration 7Q: 3 clusters Score -803914.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -803985.937500 Penalty: 4301.893066
	Iteration 8Q: 3 clusters Score -803985.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -804051.125000 Penalty: 4301.893066
	Iteration 9Q: 3 clusters Score -804051.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -804109.500000 Penalty: 4301.893066
	Iteration 10Q: 3 clusters Score -804109.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -804167.812500 Penalty: 4301.893066
	Iteration 11Q: 3 clusters Score -804167.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -804245.687500 Penalty: 4301.893066
	Iteration 12Q: 3 clusters Score -804245.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -804327.937500 Penalty: 4301.893066
	Iteration 13Q: 3 clusters Score -804327.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -804401.312500 Penalty: 4301.893066
	Iteration 14Q: 3 clusters Score -804401.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -804464.187500 Penalty: 4301.893066
	Iteration 15Q: 3 clusters Score -804464.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -804525.875000 Penalty: 4301.893066
	Iteration 16Q: 3 clusters Score -804525.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -804596.500000 Penalty: 4301.893066
	Iteration 17Q: 3 clusters Score -804596.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -804641.625000 Penalty: 4301.893066
	Iteration 18Q: 3 clusters Score -804641.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -804684.937500 Penalty: 4301.893066
	Iteration 19Q: 3 clusters Score -804684.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -804726.500000 Penalty: 4301.893066
	Iteration 20F: 3 clusters Score -804726.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -804759.312500 Penalty: 4301.893066
	Iteration 21Q: 3 clusters Score -804759.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -804783.375000 Penalty: 4301.893066
	Iteration 22Q: 3 clusters Score -804783.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -804801.812500 Penalty: 4301.893066
	Iteration 23Q: 3 clusters Score -804801.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -804814.375000 Penalty: 4301.893066
	Iteration 24Q: 3 clusters Score -804814.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -804828.937500 Penalty: 4301.893066
	Iteration 25Q: 3 clusters Score -804828.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -804838.062500 Penalty: 4301.893066
	Iteration 26Q: 3 clusters Score -804838.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -804850.687500 Penalty: 4301.893066
	Iteration 27Q: 3 clusters Score -804850.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -804867.875000 Penalty: 4301.893066
	Iteration 28Q: 3 clusters Score -804867.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -804881.875000 Penalty: 4301.893066
	Iteration 29Q: 3 clusters Score -804881.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -804898.375000 Penalty: 4301.893066
	Iteration 30Q: 3 clusters Score -804898.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -804921.437500 Penalty: 4301.893066
	Iteration 31Q: 3 clusters Score -804921.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -804941.937500 Penalty: 4301.893066
	Iteration 32Q: 3 clusters Score -804941.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -804956.187500 Penalty: 4301.893066
	Iteration 33Q: 3 clusters Score -804956.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -804964.937500 Penalty: 4301.893066
	Iteration 34Q: 3 clusters Score -804964.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -804976.500000 Penalty: 4301.893066
	Iteration 35Q: 3 clusters Score -804976.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -804983.312500 Penalty: 4301.893066
	Iteration 36Q: 3 clusters Score -804983.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -804993.500000 Penalty: 4301.893066
	Iteration 37Q: 3 clusters Score -804993.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -805005.875000 Penalty: 4301.893066
	Iteration 38Q: 3 clusters Score -805005.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -805016.000000 Penalty: 4301.893066
	Iteration 39Q: 3 clusters Score -805016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -805020.437500 Penalty: 4301.893066
	Iteration 40F: 3 clusters Score -805020.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -805026.375000 Penalty: 4301.893066
	Iteration 41Q: 3 clusters Score -805026.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -805028.125000 Penalty: 4301.893066
	Iteration 42Q: 3 clusters Score -805028.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -805029.312500 Penalty: 4301.893066
	Iteration 43Q: 3 clusters Score -805029.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -805030.625000 Penalty: 4301.893066
	Iteration 44Q: 3 clusters Score -805030.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -805030.500000 Penalty: 4301.893066
	Iteration 45Q: 3 clusters Score -805030.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -805030.812500 Penalty: 4301.893066
	Iteration 46Q: 3 clusters Score -805030.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -805032.625000 Penalty: 4301.893066
	Iteration 47Q: 3 clusters Score -805032.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -805037.687500 Penalty: 4301.893066
	Iteration 48Q: 3 clusters Score -805037.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -805045.875000 Penalty: 4301.893066
	Iteration 49Q: 3 clusters Score -805045.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -805048.625000 Penalty: 4301.893066
	Iteration 50Q: 3 clusters Score -805048.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -805048.625000 Penalty: 4301.893066
	Iteration 51Q: 3 clusters Score -805048.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -805049.562500 Penalty: 4301.893066
	Iteration 52Q: 3 clusters Score -805049.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -805049.562500 Penalty: 4301.893066
	Iteration 53F: 3 clusters Score -805049.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Entering Unmasked Estep 
Score: -2105836.750000 Penalty: 2392.307129
	Iteration 0F: 2 clusters Score -2105837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2094781.250000 Penalty: 4784.614258
	Iteration 0F: 3 clusters Score -2094781 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2098409.500000 Penalty: 4784.614258
	Iteration 1F: 3 clusters Score -2098410 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2098912.000000 Penalty: 4784.614258
	Iteration 2F: 3 clusters Score -2098912 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2099481.500000 Penalty: 4784.614258
	Iteration 3F: 3 clusters Score -2099482 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2100150.500000 Penalty: 4784.614258
	Iteration 4F: 3 clusters Score -2100150 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2100758.500000 Penalty: 4784.614258
	Iteration 5F: 3 clusters Score -2100758 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2101300.750000 Penalty: 4784.614258
	Iteration 6F: 3 clusters Score -2101301 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2101693.750000 Penalty: 4784.614258
	Iteration 7Q: 3 clusters Score -2101694 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2101989.500000 Penalty: 4784.614258
	Iteration 8Q: 3 clusters Score -2101990 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2102191.500000 Penalty: 4784.614258
	Iteration 9Q: 3 clusters Score -2102192 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2102325.500000 Penalty: 4784.614258
	Iteration 10Q: 3 clusters Score -2102326 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2102414.000000 Penalty: 4784.614258
	Iteration 11Q: 3 clusters Score -2102414 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2102479.250000 Penalty: 4784.614258
	Iteration 12Q: 3 clusters Score -2102479 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2102528.000000 Penalty: 4784.614258
	Iteration 13Q: 3 clusters Score -2102528 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2102559.000000 Penalty: 4784.614258
	Iteration 14Q: 3 clusters Score -2102559 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2102586.000000 Penalty: 4784.614258
	Iteration 15Q: 3 clusters Score -2102586 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2102620.000000 Penalty: 4784.614258
	Iteration 16Q: 3 clusters Score -2102620 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2102632.250000 Penalty: 4784.614258
	Iteration 17Q: 3 clusters Score -2102632 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2102657.000000 Penalty: 4784.614258
	Iteration 18Q: 3 clusters Score -2102657 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2102688.250000 Penalty: 4784.614258
	Iteration 19Q: 3 clusters Score -2102688 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2102709.000000 Penalty: 4784.614258
	Iteration 20F: 3 clusters Score -2102709 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2102726.500000 Penalty: 4784.614258
	Iteration 21Q: 3 clusters Score -2102726 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2102753.250000 Penalty: 4784.614258
	Iteration 22Q: 3 clusters Score -2102753 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2102781.750000 Penalty: 4784.614258
	Iteration 23Q: 3 clusters Score -2102782 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2102807.750000 Penalty: 4784.614258
	Iteration 24Q: 3 clusters Score -2102808 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2102833.500000 Penalty: 4784.614258
	Iteration 25Q: 3 clusters Score -2102834 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2102869.750000 Penalty: 4784.614258
	Iteration 26Q: 3 clusters Score -2102870 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2102903.000000 Penalty: 4784.614258
	Iteration 27Q: 3 clusters Score -2102903 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2102935.750000 Penalty: 4784.614258
	Iteration 28Q: 3 clusters Score -2102936 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2102973.750000 Penalty: 4784.614258
	Iteration 29Q: 3 clusters Score -2102974 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2102993.750000 Penalty: 4784.614258
	Iteration 30Q: 3 clusters Score -2102994 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2103040.000000 Penalty: 4784.614258
	Iteration 31Q: 3 clusters Score -2103040 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2103083.500000 Penalty: 4784.614258
	Iteration 32Q: 3 clusters Score -2103084 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2103129.500000 Penalty: 4784.614258
	Iteration 33Q: 3 clusters Score -2103130 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2103181.000000 Penalty: 4784.614258
	Iteration 34Q: 3 clusters Score -2103181 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2103248.000000 Penalty: 4784.614258
	Iteration 35Q: 3 clusters Score -2103248 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2103323.000000 Penalty: 4784.614258
	Iteration 36Q: 3 clusters Score -2103323 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2103393.000000 Penalty: 4784.614258
	Iteration 37Q: 3 clusters Score -2103393 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2103476.250000 Penalty: 4784.614258
	Iteration 38Q: 3 clusters Score -2103476 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2103572.000000 Penalty: 4784.614258
	Iteration 39Q: 3 clusters Score -2103572 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2103652.500000 Penalty: 4784.614258
	Iteration 40F: 3 clusters Score -2103652 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2103715.000000 Penalty: 4784.614258
	Iteration 41Q: 3 clusters Score -2103715 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2103776.500000 Penalty: 4784.614258
	Iteration 42Q: 3 clusters Score -2103776 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2103826.750000 Penalty: 4784.614258
	Iteration 43Q: 3 clusters Score -2103827 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2103865.000000 Penalty: 4784.614258
	Iteration 44Q: 3 clusters Score -2103865 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2103898.500000 Penalty: 4784.614258
	Iteration 45Q: 3 clusters Score -2103898 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2103920.750000 Penalty: 4784.614258
	Iteration 46Q: 3 clusters Score -2103921 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2103948.250000 Penalty: 4784.614258
	Iteration 47Q: 3 clusters Score -2103948 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2103960.750000 Penalty: 4784.614258
	Iteration 48Q: 3 clusters Score -2103961 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2103986.000000 Penalty: 4784.614258
	Iteration 49Q: 3 clusters Score -2103986 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2103997.250000 Penalty: 4784.614258
	Iteration 50Q: 3 clusters Score -2103997 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2104011.750000 Penalty: 4784.614258
	Iteration 51Q: 3 clusters Score -2104012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2104016.000000 Penalty: 4784.614258
	Iteration 52Q: 3 clusters Score -2104016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2104020.500000 Penalty: 4784.614258
	Iteration 53Q: 3 clusters Score -2104020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2104029.250000 Penalty: 4784.614258
	Iteration 54Q: 3 clusters Score -2104029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2104041.500000 Penalty: 4784.614258
	Iteration 55Q: 3 clusters Score -2104042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2104049.500000 Penalty: 4784.614258
	Iteration 56Q: 3 clusters Score -2104050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2104052.250000 Penalty: 4784.614258
	Iteration 57Q: 3 clusters Score -2104052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2104056.500000 Penalty: 4784.614258
	Iteration 58Q: 3 clusters Score -2104056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2104058.500000 Penalty: 4784.614258
	Iteration 59Q: 3 clusters Score -2104058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2104063.250000 Penalty: 4784.614258
	Iteration 60F: 3 clusters Score -2104063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2104073.000000 Penalty: 4784.614258
	Iteration 61Q: 3 clusters Score -2104073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2104074.750000 Penalty: 4784.614258
	Iteration 62Q: 3 clusters Score -2104075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2104081.500000 Penalty: 4784.614258
	Iteration 63Q: 3 clusters Score -2104082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2104081.000000 Penalty: 4784.614258
	Iteration 64Q: 3 clusters Score -2104081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2104082.500000 Penalty: 4784.614258
	Iteration 65Q: 3 clusters Score -2104082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2104083.750000 Penalty: 4784.614258
	Iteration 66Q: 3 clusters Score -2104084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2104084.500000 Penalty: 4784.614258
	Iteration 67Q: 3 clusters Score -2104084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2104085.750000 Penalty: 4784.614258
	Iteration 68Q: 3 clusters Score -2104086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2104085.250000 Penalty: 4784.614258
	Iteration 69Q: 3 clusters Score -2104085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2104087.500000 Penalty: 4784.614258
	Iteration 70Q: 3 clusters Score -2104088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2104090.750000 Penalty: 4784.614258
	Iteration 71Q: 3 clusters Score -2104091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2104093.250000 Penalty: 4784.614258
	Iteration 72Q: 3 clusters Score -2104093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2104096.500000 Penalty: 4784.614258
	Iteration 73Q: 3 clusters Score -2104096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2104097.250000 Penalty: 4784.614258
	Iteration 74Q: 3 clusters Score -2104097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2104099.500000 Penalty: 4784.614258
	Iteration 75Q: 3 clusters Score -2104100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2104106.000000 Penalty: 4784.614258
	Iteration 76Q: 3 clusters Score -2104106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2104102.500000 Penalty: 4784.614258
	Iteration 77Q: 3 clusters Score -2104102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2104103.000000 Penalty: 4784.614258
	Iteration 78Q: 3 clusters Score -2104103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2104102.000000 Penalty: 4784.614258
	Iteration 79Q: 3 clusters Score -2104102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2104105.000000 Penalty: 4784.614258
	Iteration 80F: 3 clusters Score -2104105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2104105.750000 Penalty: 4784.614258
	Iteration 81Q: 3 clusters Score -2104106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2104103.250000 Penalty: 4784.614258
	Iteration 82Q: 3 clusters Score -2104103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2104103.250000 Penalty: 4784.614258
	Iteration 83F: 3 clusters Score -2104103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (65541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65541 members 
Entering Unmasked Estep 
Score: -9178321.000000 Penalty: 2750.427002
	Iteration 0F: 2 clusters Score -9178321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -9134174.000000 Penalty: 5500.854004
	Iteration 0F: 3 clusters Score -9134174 nChanged 30625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -9151543.000000 Penalty: 5500.854004
	Iteration 1F: 3 clusters Score -9151543 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -9152326.000000 Penalty: 5500.854004
	Iteration 2Q: 3 clusters Score -9152326 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -9153223.000000 Penalty: 5500.854004
	Iteration 3Q: 3 clusters Score -9153223 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -9154539.000000 Penalty: 5500.854004
	Iteration 4Q: 3 clusters Score -9154539 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -9156805.000000 Penalty: 5500.854004
	Iteration 5F: 3 clusters Score -9156805 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -9160424.000000 Penalty: 5500.854004
	Iteration 6F: 3 clusters Score -9160424 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54547 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -9165149.000000 Penalty: 5500.854004
	Iteration 7F: 3 clusters Score -9165149 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59464 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -9169978.000000 Penalty: 5500.854004
	Iteration 8F: 3 clusters Score -9169978 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62762 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -9173405.000000 Penalty: 5500.854004
	Iteration 9F: 3 clusters Score -9173405 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64381 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -9174984.000000 Penalty: 5500.854004
	Iteration 10Q: 3 clusters Score -9174984 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9175577.000000 Penalty: 5500.854004
	Iteration 11Q: 3 clusters Score -9175577 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65090 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9175797.000000 Penalty: 5500.854004
	Iteration 12Q: 3 clusters Score -9175797 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65151 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9175892.000000 Penalty: 5500.854004
	Iteration 13Q: 3 clusters Score -9175892 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65166 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9175945.000000 Penalty: 5500.854004
	Iteration 14Q: 3 clusters Score -9175945 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9175980.000000 Penalty: 5500.854004
	Iteration 15Q: 3 clusters Score -9175980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65182 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9176018.000000 Penalty: 5500.854004
	Iteration 16Q: 3 clusters Score -9176018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9176019.000000 Penalty: 5500.854004
	Iteration 17Q: 3 clusters Score -9176019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65184 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9176058.000000 Penalty: 5500.854004
	Iteration 18Q: 3 clusters Score -9176058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65180 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9176073.000000 Penalty: 5500.854004
	Iteration 19Q: 3 clusters Score -9176073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65179 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -9176097.000000 Penalty: 5500.854004
	Iteration 20F: 3 clusters Score -9176097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65173 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9176126.000000 Penalty: 5500.854004
	Iteration 21Q: 3 clusters Score -9176126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65174 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9176138.000000 Penalty: 5500.854004
	Iteration 22Q: 3 clusters Score -9176138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65178 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9176156.000000 Penalty: 5500.854004
	Iteration 23Q: 3 clusters Score -9176156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65177 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9176174.000000 Penalty: 5500.854004
	Iteration 24Q: 3 clusters Score -9176174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9176182.000000 Penalty: 5500.854004
	Iteration 25Q: 3 clusters Score -9176182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65180 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9176191.000000 Penalty: 5500.854004
	Iteration 26Q: 3 clusters Score -9176191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65173 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9176206.000000 Penalty: 5500.854004
	Iteration 27Q: 3 clusters Score -9176206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9176214.000000 Penalty: 5500.854004
	Iteration 28Q: 3 clusters Score -9176214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65173 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9176217.000000 Penalty: 5500.854004
	Iteration 29Q: 3 clusters Score -9176217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9176212.000000 Penalty: 5500.854004
	Iteration 30Q: 3 clusters Score -9176212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65171 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9176214.000000 Penalty: 5500.854004
	Iteration 31Q: 3 clusters Score -9176214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65171 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9176214.000000 Penalty: 5500.854004
	Iteration 32F: 3 clusters Score -9176214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -188793.062500 Penalty: 1794.075928
	Iteration 0F: 2 clusters Score -188793.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -186560.437500 Penalty: 3588.151855
	Iteration 0F: 3 clusters Score -186560.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -186921.015625 Penalty: 3588.151855
	Iteration 1F: 3 clusters Score -186921 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -187029.562500 Penalty: 3588.151855
	Iteration 2F: 3 clusters Score -187029.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -187129.906250 Penalty: 3588.151855
	Iteration 3Q: 3 clusters Score -187129.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -187272.078125 Penalty: 3588.151855
	Iteration 4Q: 3 clusters Score -187272.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -187431.234375 Penalty: 3588.151855
	Iteration 5Q: 3 clusters Score -187431.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -187493.328125 Penalty: 3588.151855
	Iteration 6Q: 3 clusters Score -187493.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -187533.343750 Penalty: 3588.151855
	Iteration 7Q: 3 clusters Score -187533.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -187557.843750 Penalty: 3588.151855
	Iteration 8Q: 3 clusters Score -187557.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -187583.328125 Penalty: 3588.151855
	Iteration 9Q: 3 clusters Score -187583.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -187613.531250 Penalty: 3588.151855
	Iteration 10Q: 3 clusters Score -187613.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -187635.546875 Penalty: 3588.151855
	Iteration 11Q: 3 clusters Score -187635.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -187655.234375 Penalty: 3588.151855
	Iteration 12Q: 3 clusters Score -187655.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -187670.250000 Penalty: 3588.151855
	Iteration 13Q: 3 clusters Score -187670.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -187683.984375 Penalty: 3588.151855
	Iteration 14Q: 3 clusters Score -187684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -187697.093750 Penalty: 3588.151855
	Iteration 15Q: 3 clusters Score -187697.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -187703.750000 Penalty: 3588.151855
	Iteration 16Q: 3 clusters Score -187703.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -187714.000000 Penalty: 3588.151855
	Iteration 17Q: 3 clusters Score -187714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -187725.953125 Penalty: 3588.151855
	Iteration 18Q: 3 clusters Score -187726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -187744.546875 Penalty: 3588.151855
	Iteration 19Q: 3 clusters Score -187744.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -187756.656250 Penalty: 3588.151855
	Iteration 20F: 3 clusters Score -187756.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -187767.546875 Penalty: 3588.151855
	Iteration 21Q: 3 clusters Score -187767.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -187785.812500 Penalty: 3588.151855
	Iteration 22Q: 3 clusters Score -187785.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -187806.359375 Penalty: 3588.151855
	Iteration 23Q: 3 clusters Score -187806.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -187828.062500 Penalty: 3588.151855
	Iteration 24Q: 3 clusters Score -187828.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -187855.546875 Penalty: 3588.151855
	Iteration 25Q: 3 clusters Score -187855.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -187871.625000 Penalty: 3588.151855
	Iteration 26Q: 3 clusters Score -187871.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -187879.140625 Penalty: 3588.151855
	Iteration 27Q: 3 clusters Score -187879.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -187887.437500 Penalty: 3588.151855
	Iteration 28Q: 3 clusters Score -187887.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -187893.890625 Penalty: 3588.151855
	Iteration 29Q: 3 clusters Score -187893.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -187901.812500 Penalty: 3588.151855
	Iteration 30Q: 3 clusters Score -187901.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -187904.046875 Penalty: 3588.151855
	Iteration 31Q: 3 clusters Score -187904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -187904.406250 Penalty: 3588.151855
	Iteration 32Q: 3 clusters Score -187904.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -187904.406250 Penalty: 3588.151855
	Iteration 33F: 3 clusters Score -187904.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Entering Unmasked Estep 
Score: -1365935.125000 Penalty: 2283.543701
	Iteration 0F: 2 clusters Score -1365935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1358324.500000 Penalty: 4567.087402
	Iteration 0F: 3 clusters Score -1358324 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1360527.125000 Penalty: 4567.087402
	Iteration 1F: 3 clusters Score -1360527 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1360930.875000 Penalty: 4567.087402
	Iteration 2F: 3 clusters Score -1360931 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1361383.000000 Penalty: 4567.087402
	Iteration 3F: 3 clusters Score -1361383 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1361874.500000 Penalty: 4567.087402
	Iteration 4F: 3 clusters Score -1361874 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1362417.625000 Penalty: 4567.087402
	Iteration 5F: 3 clusters Score -1362418 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1362939.750000 Penalty: 4567.087402
	Iteration 6F: 3 clusters Score -1362940 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1363383.500000 Penalty: 4567.087402
	Iteration 7F: 3 clusters Score -1363384 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1363767.250000 Penalty: 4567.087402
	Iteration 8Q: 3 clusters Score -1363767 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1364067.750000 Penalty: 4567.087402
	Iteration 9Q: 3 clusters Score -1364068 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1364297.125000 Penalty: 4567.087402
	Iteration 10Q: 3 clusters Score -1364297 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1364524.250000 Penalty: 4567.087402
	Iteration 11Q: 3 clusters Score -1364524 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1364802.750000 Penalty: 4567.087402
	Iteration 12Q: 3 clusters Score -1364803 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1365019.500000 Penalty: 4567.087402
	Iteration 13Q: 3 clusters Score -1365020 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1365145.750000 Penalty: 4567.087402
	Iteration 14Q: 3 clusters Score -1365146 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1365216.625000 Penalty: 4567.087402
	Iteration 15Q: 3 clusters Score -1365217 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1365245.125000 Penalty: 4567.087402
	Iteration 16Q: 3 clusters Score -1365245 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1365263.250000 Penalty: 4567.087402
	Iteration 17Q: 3 clusters Score -1365263 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1365272.875000 Penalty: 4567.087402
	Iteration 18Q: 3 clusters Score -1365273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1365273.375000 Penalty: 4567.087402
	Iteration 19Q: 3 clusters Score -1365273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1365276.625000 Penalty: 4567.087402
	Iteration 20F: 3 clusters Score -1365277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1365283.500000 Penalty: 4567.087402
	Iteration 21Q: 3 clusters Score -1365284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1365289.125000 Penalty: 4567.087402
	Iteration 22Q: 3 clusters Score -1365289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1365290.625000 Penalty: 4567.087402
	Iteration 23Q: 3 clusters Score -1365291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1365299.000000 Penalty: 4567.087402
	Iteration 24Q: 3 clusters Score -1365299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1365298.500000 Penalty: 4567.087402
	Iteration 25Q: 3 clusters Score -1365298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1365298.625000 Penalty: 4567.087402
	Iteration 26Q: 3 clusters Score -1365299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1365296.375000 Penalty: 4567.087402
	Iteration 27Q: 3 clusters Score -1365296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1365296.375000 Penalty: 4567.087402
	Iteration 28F: 3 clusters Score -1365296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -164671.453125 Penalty: 1770.438965
	Iteration 0F: 2 clusters Score -164671.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -162560.890625 Penalty: 3540.877930
	Iteration 0F: 3 clusters Score -162560.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -162917.140625 Penalty: 3540.877930
	Iteration 1F: 3 clusters Score -162917.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -163054.500000 Penalty: 3540.877930
	Iteration 2F: 3 clusters Score -163054.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -163172.890625 Penalty: 3540.877930
	Iteration 3F: 3 clusters Score -163172.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -163382.125000 Penalty: 3540.877930
	Iteration 4Q: 3 clusters Score -163382.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -163611.859375 Penalty: 3540.877930
	Iteration 5Q: 3 clusters Score -163611.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -163787.125000 Penalty: 3540.877930
	Iteration 6F: 3 clusters Score -163787.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -163867.875000 Penalty: 3540.877930
	Iteration 7Q: 3 clusters Score -163867.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -163917.093750 Penalty: 3540.877930
	Iteration 8Q: 3 clusters Score -163917.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -163946.937500 Penalty: 3540.877930
	Iteration 9Q: 3 clusters Score -163946.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -163969.718750 Penalty: 3540.877930
	Iteration 10Q: 3 clusters Score -163969.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -163988.140625 Penalty: 3540.877930
	Iteration 11Q: 3 clusters Score -163988.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -164012.359375 Penalty: 3540.877930
	Iteration 12Q: 3 clusters Score -164012.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -164048.984375 Penalty: 3540.877930
	Iteration 13Q: 3 clusters Score -164049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -164109.968750 Penalty: 3540.877930
	Iteration 14Q: 3 clusters Score -164110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -164177.484375 Penalty: 3540.877930
	Iteration 15Q: 3 clusters Score -164177.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -164222.515625 Penalty: 3540.877930
	Iteration 16Q: 3 clusters Score -164222.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -164259.125000 Penalty: 3540.877930
	Iteration 17Q: 3 clusters Score -164259.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -164298.718750 Penalty: 3540.877930
	Iteration 18Q: 3 clusters Score -164298.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -164342.875000 Penalty: 3540.877930
	Iteration 19Q: 3 clusters Score -164342.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -164387.859375 Penalty: 3540.877930
	Iteration 20F: 3 clusters Score -164387.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -164413.671875 Penalty: 3540.877930
	Iteration 21Q: 3 clusters Score -164413.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -164435.437500 Penalty: 3540.877930
	Iteration 22Q: 3 clusters Score -164435.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -164457.562500 Penalty: 3540.877930
	Iteration 23Q: 3 clusters Score -164457.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -164474.531250 Penalty: 3540.877930
	Iteration 24Q: 3 clusters Score -164474.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -164481.296875 Penalty: 3540.877930
	Iteration 25Q: 3 clusters Score -164481.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -164489.531250 Penalty: 3540.877930
	Iteration 26Q: 3 clusters Score -164489.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -164498.296875 Penalty: 3540.877930
	Iteration 27Q: 3 clusters Score -164498.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -164501.437500 Penalty: 3540.877930
	Iteration 28Q: 3 clusters Score -164501.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -164506.281250 Penalty: 3540.877930
	Iteration 29Q: 3 clusters Score -164506.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -164512.640625 Penalty: 3540.877930
	Iteration 30Q: 3 clusters Score -164512.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -164522.843750 Penalty: 3540.877930
	Iteration 31Q: 3 clusters Score -164522.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -164526.062500 Penalty: 3540.877930
	Iteration 32Q: 3 clusters Score -164526.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -164526.953125 Penalty: 3540.877930
	Iteration 33Q: 3 clusters Score -164527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -164527.406250 Penalty: 3540.877930
	Iteration 34Q: 3 clusters Score -164527.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -164527.875000 Penalty: 3540.877930
	Iteration 35Q: 3 clusters Score -164527.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -164527.875000 Penalty: 3540.877930
	Iteration 36F: 3 clusters Score -164527.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 150374 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 44895 members 
Mstep: Class 6 contains 32583 members 
Mstep: Class 7 contains 42515 members 
Mstep: Class 8 contains 17618 members 
Mstep: Class 9 contains 134246 members 
Mstep: Class 10 contains 8492 members 
Mstep: Class 11 contains 22508 members 
Mstep: Class 12 contains 47466 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 26017 members 
Mstep: Class 15 contains 132465 members 
Mstep: Class 16 contains 7388 members 
Mstep: Class 17 contains 5565 members 
Mstep: Class 18 contains 7538 members 
Mstep: Class 19 contains 43359 members 
Mstep: Class 20 contains 124627 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31734 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44134 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 65541 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9975 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956560.000000 Penalty: 110053.570312
Iteration 319Q: 33 clusters Score -1.429566e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 150501 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 44855 members 
Mstep: Class 6 contains 32591 members 
Mstep: Class 7 contains 42514 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 134221 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 22514 members 
Mstep: Class 12 contains 47444 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 26018 members 
Mstep: Class 15 contains 132407 members 
Mstep: Class 16 contains 7386 members 
Mstep: Class 17 contains 5566 members 
Mstep: Class 18 contains 7538 members 
Mstep: Class 19 contains 43366 members 
Mstep: Class 20 contains 124639 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31739 members 
Mstep: Class 23 contains 5931 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44139 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 65513 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9975 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956448.000000 Penalty: 110053.570312
Iteration 320F: 33 clusters Score -1.429564e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 150632 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 44829 members 
Mstep: Class 6 contains 32590 members 
Mstep: Class 7 contains 42509 members 
Mstep: Class 8 contains 17627 members 
Mstep: Class 9 contains 134216 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22515 members 
Mstep: Class 12 contains 47417 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 26019 members 
Mstep: Class 15 contains 132342 members 
Mstep: Class 16 contains 7385 members 
Mstep: Class 17 contains 5563 members 
Mstep: Class 18 contains 7537 members 
Mstep: Class 19 contains 43371 members 
Mstep: Class 20 contains 124648 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31741 members 
Mstep: Class 23 contains 5931 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44144 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 65485 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9975 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956288.000000 Penalty: 110053.570312
Iteration 321Q: 33 clusters Score -1.429563e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2623 members 
Mstep: Class 3 contains 150741 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 44799 members 
Mstep: Class 6 contains 32607 members 
Mstep: Class 7 contains 42512 members 
Mstep: Class 8 contains 17628 members 
Mstep: Class 9 contains 134208 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22518 members 
Mstep: Class 12 contains 47405 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 26021 members 
Mstep: Class 15 contains 132277 members 
Mstep: Class 16 contains 7383 members 
Mstep: Class 17 contains 5567 members 
Mstep: Class 18 contains 7536 members 
Mstep: Class 19 contains 43376 members 
Mstep: Class 20 contains 124640 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31744 members 
Mstep: Class 23 contains 5931 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44145 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 65464 members 
Mstep: Class 30 contains 1385 members 
Mstep: Class 31 contains 9976 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956224.000000 Penalty: 110053.570312
Iteration 322Q: 33 clusters Score -1.429562e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 150832 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 44779 members 
Mstep: Class 6 contains 32617 members 
Mstep: Class 7 contains 42520 members 
Mstep: Class 8 contains 17628 members 
Mstep: Class 9 contains 134178 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 22517 members 
Mstep: Class 12 contains 47400 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26023 members 
Mstep: Class 15 contains 132226 members 
Mstep: Class 16 contains 7384 members 
Mstep: Class 17 contains 5568 members 
Mstep: Class 18 contains 7535 members 
Mstep: Class 19 contains 43380 members 
Mstep: Class 20 contains 124639 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31749 members 
Mstep: Class 23 contains 5931 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44147 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 65449 members 
Mstep: Class 30 contains 1383 members 
Mstep: Class 31 contains 9977 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956288.000000 Penalty: 110053.570312
Iteration 323Q: 33 clusters Score -1.429563e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 150900 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 44760 members 
Mstep: Class 6 contains 32621 members 
Mstep: Class 7 contains 42524 members 
Mstep: Class 8 contains 17628 members 
Mstep: Class 9 contains 134172 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 22520 members 
Mstep: Class 12 contains 47394 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26025 members 
Mstep: Class 15 contains 132186 members 
Mstep: Class 16 contains 7384 members 
Mstep: Class 17 contains 5568 members 
Mstep: Class 18 contains 7534 members 
Mstep: Class 19 contains 43381 members 
Mstep: Class 20 contains 124645 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31747 members 
Mstep: Class 23 contains 5930 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44149 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 65433 members 
Mstep: Class 30 contains 1383 members 
Mstep: Class 31 contains 9977 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956368.000000 Penalty: 110053.570312
Iteration 324Q: 33 clusters Score -1.429564e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 150958 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 44744 members 
Mstep: Class 6 contains 32621 members 
Mstep: Class 7 contains 42532 members 
Mstep: Class 8 contains 17629 members 
Mstep: Class 9 contains 134176 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 22522 members 
Mstep: Class 12 contains 47394 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26030 members 
Mstep: Class 15 contains 132130 members 
Mstep: Class 16 contains 7384 members 
Mstep: Class 17 contains 5568 members 
Mstep: Class 18 contains 7534 members 
Mstep: Class 19 contains 43383 members 
Mstep: Class 20 contains 124642 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31753 members 
Mstep: Class 23 contains 5930 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44156 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 65416 members 
Mstep: Class 30 contains 1383 members 
Mstep: Class 31 contains 9977 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956416.000000 Penalty: 110053.570312
Iteration 325Q: 33 clusters Score -1.429564e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 151030 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 44731 members 
Mstep: Class 6 contains 32619 members 
Mstep: Class 7 contains 42535 members 
Mstep: Class 8 contains 17630 members 
Mstep: Class 9 contains 134174 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22526 members 
Mstep: Class 12 contains 47382 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26033 members 
Mstep: Class 15 contains 132080 members 
Mstep: Class 16 contains 7383 members 
Mstep: Class 17 contains 5567 members 
Mstep: Class 18 contains 7534 members 
Mstep: Class 19 contains 43385 members 
Mstep: Class 20 contains 124638 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31755 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44162 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15465 members 
Mstep: Class 29 contains 65406 members 
Mstep: Class 30 contains 1383 members 
Mstep: Class 31 contains 9978 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956464.000000 Penalty: 110053.570312
Iteration 326Q: 33 clusters Score -1.429565e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 151093 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 44724 members 
Mstep: Class 6 contains 32627 members 
Mstep: Class 7 contains 42533 members 
Mstep: Class 8 contains 17632 members 
Mstep: Class 9 contains 134182 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22533 members 
Mstep: Class 12 contains 47370 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26033 members 
Mstep: Class 15 contains 132018 members 
Mstep: Class 16 contains 7382 members 
Mstep: Class 17 contains 5568 members 
Mstep: Class 18 contains 7533 members 
Mstep: Class 19 contains 43386 members 
Mstep: Class 20 contains 124643 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31756 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44159 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15465 members 
Mstep: Class 29 contains 65397 members 
Mstep: Class 30 contains 1383 members 
Mstep: Class 31 contains 9978 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956400.000000 Penalty: 110053.570312
Iteration 327Q: 33 clusters Score -1.429564e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 151170 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 44715 members 
Mstep: Class 6 contains 32627 members 
Mstep: Class 7 contains 42532 members 
Mstep: Class 8 contains 17630 members 
Mstep: Class 9 contains 134183 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22530 members 
Mstep: Class 12 contains 47361 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26034 members 
Mstep: Class 15 contains 131969 members 
Mstep: Class 16 contains 7383 members 
Mstep: Class 17 contains 5568 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43386 members 
Mstep: Class 20 contains 124643 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31759 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44158 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65391 members 
Mstep: Class 30 contains 1383 members 
Mstep: Class 31 contains 9978 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956592.000000 Penalty: 110053.570312
Iteration 328Q: 33 clusters Score -1.429566e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 151246 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 44705 members 
Mstep: Class 6 contains 32634 members 
Mstep: Class 7 contains 42527 members 
Mstep: Class 8 contains 17630 members 
Mstep: Class 9 contains 134181 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22531 members 
Mstep: Class 12 contains 47350 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26034 members 
Mstep: Class 15 contains 131909 members 
Mstep: Class 16 contains 7383 members 
Mstep: Class 17 contains 5568 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43389 members 
Mstep: Class 20 contains 124656 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31758 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44160 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65378 members 
Mstep: Class 30 contains 1383 members 
Mstep: Class 31 contains 9978 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956560.000000 Penalty: 110053.570312
Iteration 329Q: 33 clusters Score -1.429566e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 151315 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 44693 members 
Mstep: Class 6 contains 32636 members 
Mstep: Class 7 contains 42522 members 
Mstep: Class 8 contains 17630 members 
Mstep: Class 9 contains 134185 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22531 members 
Mstep: Class 12 contains 47339 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26036 members 
Mstep: Class 15 contains 131847 members 
Mstep: Class 16 contains 7383 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43392 members 
Mstep: Class 20 contains 124673 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31755 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44164 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65367 members 
Mstep: Class 30 contains 1383 members 
Mstep: Class 31 contains 9979 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956800.000000 Penalty: 110053.570312
Iteration 330Q: 33 clusters Score -1.429568e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 151387 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 44679 members 
Mstep: Class 6 contains 32637 members 
Mstep: Class 7 contains 42515 members 
Mstep: Class 8 contains 17629 members 
Mstep: Class 9 contains 134192 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22531 members 
Mstep: Class 12 contains 47335 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26037 members 
Mstep: Class 15 contains 131803 members 
Mstep: Class 16 contains 7384 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43396 members 
Mstep: Class 20 contains 124679 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31749 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44158 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65355 members 
Mstep: Class 30 contains 1384 members 
Mstep: Class 31 contains 9979 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956848.000000 Penalty: 110053.570312
Iteration 331Q: 33 clusters Score -1.429568e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 151454 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 44655 members 
Mstep: Class 6 contains 32643 members 
Mstep: Class 7 contains 42512 members 
Mstep: Class 8 contains 17629 members 
Mstep: Class 9 contains 134194 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22532 members 
Mstep: Class 12 contains 47323 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26038 members 
Mstep: Class 15 contains 131762 members 
Mstep: Class 16 contains 7386 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43401 members 
Mstep: Class 20 contains 124684 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31751 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44156 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65348 members 
Mstep: Class 30 contains 1383 members 
Mstep: Class 31 contains 9979 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956848.000000 Penalty: 110053.570312
Iteration 332Q: 33 clusters Score -1.429568e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 151510 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 44630 members 
Mstep: Class 6 contains 32646 members 
Mstep: Class 7 contains 42516 members 
Mstep: Class 8 contains 17630 members 
Mstep: Class 9 contains 134198 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22533 members 
Mstep: Class 12 contains 47315 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26039 members 
Mstep: Class 15 contains 131737 members 
Mstep: Class 16 contains 7386 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43403 members 
Mstep: Class 20 contains 124686 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31753 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44153 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65333 members 
Mstep: Class 30 contains 1383 members 
Mstep: Class 31 contains 9979 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956848.000000 Penalty: 110053.570312
Iteration 333Q: 33 clusters Score -1.429568e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 151543 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 44608 members 
Mstep: Class 6 contains 32646 members 
Mstep: Class 7 contains 42519 members 
Mstep: Class 8 contains 17632 members 
Mstep: Class 9 contains 134197 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22535 members 
Mstep: Class 12 contains 47314 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26041 members 
Mstep: Class 15 contains 131724 members 
Mstep: Class 16 contains 7386 members 
Mstep: Class 17 contains 5570 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43404 members 
Mstep: Class 20 contains 124688 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31751 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44159 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65320 members 
Mstep: Class 30 contains 1383 members 
Mstep: Class 31 contains 9979 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957024.000000 Penalty: 110053.570312
Iteration 334Q: 33 clusters Score -1.42957e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 151591 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 44593 members 
Mstep: Class 6 contains 32653 members 
Mstep: Class 7 contains 42518 members 
Mstep: Class 8 contains 17633 members 
Mstep: Class 9 contains 134204 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22539 members 
Mstep: Class 12 contains 47306 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26042 members 
Mstep: Class 15 contains 131687 members 
Mstep: Class 16 contains 7386 members 
Mstep: Class 17 contains 5570 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43405 members 
Mstep: Class 20 contains 124693 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31755 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44156 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65305 members 
Mstep: Class 30 contains 1383 members 
Mstep: Class 31 contains 9979 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957008.000000 Penalty: 110053.570312
Iteration 335Q: 33 clusters Score -1.42957e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 151642 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 44578 members 
Mstep: Class 6 contains 32652 members 
Mstep: Class 7 contains 42517 members 
Mstep: Class 8 contains 17634 members 
Mstep: Class 9 contains 134232 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22542 members 
Mstep: Class 12 contains 47298 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26043 members 
Mstep: Class 15 contains 131640 members 
Mstep: Class 16 contains 7385 members 
Mstep: Class 17 contains 5570 members 
Mstep: Class 18 contains 7532 members 
Mstep: Class 19 contains 43405 members 
Mstep: Class 20 contains 124703 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31756 members 
Mstep: Class 23 contains 5931 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44151 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65288 members 
Mstep: Class 30 contains 1383 members 
Mstep: Class 31 contains 9979 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957024.000000 Penalty: 110053.570312
Iteration 336Q: 33 clusters Score -1.42957e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 151686 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 44557 members 
Mstep: Class 6 contains 32649 members 
Mstep: Class 7 contains 42514 members 
Mstep: Class 8 contains 17635 members 
Mstep: Class 9 contains 134258 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22539 members 
Mstep: Class 12 contains 47296 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26044 members 
Mstep: Class 15 contains 131598 members 
Mstep: Class 16 contains 7386 members 
Mstep: Class 17 contains 5570 members 
Mstep: Class 18 contains 7532 members 
Mstep: Class 19 contains 43407 members 
Mstep: Class 20 contains 124720 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31758 members 
Mstep: Class 23 contains 5931 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44149 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65270 members 
Mstep: Class 30 contains 1383 members 
Mstep: Class 31 contains 9979 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957104.000000 Penalty: 110053.570312
Iteration 337Q: 33 clusters Score -1.429571e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 151744 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 44544 members 
Mstep: Class 6 contains 32654 members 
Mstep: Class 7 contains 42511 members 
Mstep: Class 8 contains 17636 members 
Mstep: Class 9 contains 134277 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22537 members 
Mstep: Class 12 contains 47290 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26045 members 
Mstep: Class 15 contains 131522 members 
Mstep: Class 16 contains 7387 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 7532 members 
Mstep: Class 19 contains 43408 members 
Mstep: Class 20 contains 124744 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31759 members 
Mstep: Class 23 contains 5931 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44144 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65262 members 
Mstep: Class 30 contains 1383 members 
Mstep: Class 31 contains 9979 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957008.000000 Penalty: 110053.570312
Iteration 338Q: 33 clusters Score -1.42957e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 151799 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 44531 members 
Mstep: Class 6 contains 32657 members 
Mstep: Class 7 contains 42512 members 
Mstep: Class 8 contains 17636 members 
Mstep: Class 9 contains 134287 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22538 members 
Mstep: Class 12 contains 47286 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26046 members 
Mstep: Class 15 contains 131454 members 
Mstep: Class 16 contains 7389 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7532 members 
Mstep: Class 19 contains 43413 members 
Mstep: Class 20 contains 124766 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31764 members 
Mstep: Class 23 contains 5931 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44135 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65249 members 
Mstep: Class 30 contains 1383 members 
Mstep: Class 31 contains 9979 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956944.000000 Penalty: 110053.570312
Iteration 339Q: 33 clusters Score -1.429569e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 151857 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 44522 members 
Mstep: Class 6 contains 32661 members 
Mstep: Class 7 contains 42516 members 
Mstep: Class 8 contains 17636 members 
Mstep: Class 9 contains 134303 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22541 members 
Mstep: Class 12 contains 47281 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26047 members 
Mstep: Class 15 contains 131383 members 
Mstep: Class 16 contains 7389 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7532 members 
Mstep: Class 19 contains 43419 members 
Mstep: Class 20 contains 124772 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31768 members 
Mstep: Class 23 contains 5931 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44129 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65238 members 
Mstep: Class 30 contains 1383 members 
Mstep: Class 31 contains 9979 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957072.000000 Penalty: 110053.570312
Iteration 340F: 33 clusters Score -1.429571e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 151913 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 44518 members 
Mstep: Class 6 contains 32659 members 
Mstep: Class 7 contains 42517 members 
Mstep: Class 8 contains 17635 members 
Mstep: Class 9 contains 134318 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22541 members 
Mstep: Class 12 contains 47278 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26047 members 
Mstep: Class 15 contains 131321 members 
Mstep: Class 16 contains 7389 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7532 members 
Mstep: Class 19 contains 43425 members 
Mstep: Class 20 contains 124778 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31768 members 
Mstep: Class 23 contains 5931 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44129 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65226 members 
Mstep: Class 30 contains 1383 members 
Mstep: Class 31 contains 9979 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957136.000000 Penalty: 110053.570312
Iteration 341Q: 33 clusters Score -1.429571e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 151967 members 
Mstep: Class 4 contains 7599 members 
Mstep: Class 5 contains 44512 members 
Mstep: Class 6 contains 32662 members 
Mstep: Class 7 contains 42516 members 
Mstep: Class 8 contains 17637 members 
Mstep: Class 9 contains 134328 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22541 members 
Mstep: Class 12 contains 47274 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26047 members 
Mstep: Class 15 contains 131260 members 
Mstep: Class 16 contains 7389 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7532 members 
Mstep: Class 19 contains 43430 members 
Mstep: Class 20 contains 124787 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31765 members 
Mstep: Class 23 contains 5931 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44130 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65215 members 
Mstep: Class 30 contains 1384 members 
Mstep: Class 31 contains 9979 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957104.000000 Penalty: 110053.570312
Iteration 342Q: 33 clusters Score -1.429571e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2625 members 
Mstep: Class 3 contains 152002 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44505 members 
Mstep: Class 6 contains 32672 members 
Mstep: Class 7 contains 42516 members 
Mstep: Class 8 contains 17637 members 
Mstep: Class 9 contains 134336 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22538 members 
Mstep: Class 12 contains 47270 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26047 members 
Mstep: Class 15 contains 131213 members 
Mstep: Class 16 contains 7389 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7532 members 
Mstep: Class 19 contains 43437 members 
Mstep: Class 20 contains 124797 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31767 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44131 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65199 members 
Mstep: Class 30 contains 1385 members 
Mstep: Class 31 contains 9979 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957136.000000 Penalty: 110053.570312
Iteration 343Q: 33 clusters Score -1.429571e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 152045 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44506 members 
Mstep: Class 6 contains 32672 members 
Mstep: Class 7 contains 42510 members 
Mstep: Class 8 contains 17637 members 
Mstep: Class 9 contains 134345 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22542 members 
Mstep: Class 12 contains 47267 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26047 members 
Mstep: Class 15 contains 131157 members 
Mstep: Class 16 contains 7388 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7532 members 
Mstep: Class 19 contains 43441 members 
Mstep: Class 20 contains 124811 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31763 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44133 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65189 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9979 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957056.000000 Penalty: 110053.570312
Iteration 344Q: 33 clusters Score -1.429571e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 152082 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44505 members 
Mstep: Class 6 contains 32676 members 
Mstep: Class 7 contains 42509 members 
Mstep: Class 8 contains 17636 members 
Mstep: Class 9 contains 134338 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22545 members 
Mstep: Class 12 contains 47260 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26046 members 
Mstep: Class 15 contains 131113 members 
Mstep: Class 16 contains 7388 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7532 members 
Mstep: Class 19 contains 43446 members 
Mstep: Class 20 contains 124832 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31761 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44132 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65183 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9980 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957072.000000 Penalty: 110053.570312
Iteration 345Q: 33 clusters Score -1.429571e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 152121 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44504 members 
Mstep: Class 6 contains 32678 members 
Mstep: Class 7 contains 42507 members 
Mstep: Class 8 contains 17634 members 
Mstep: Class 9 contains 134334 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22552 members 
Mstep: Class 12 contains 47260 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26046 members 
Mstep: Class 15 contains 131067 members 
Mstep: Class 16 contains 7388 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7532 members 
Mstep: Class 19 contains 43449 members 
Mstep: Class 20 contains 124849 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31759 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44130 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65173 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9981 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957120.000000 Penalty: 110053.570312
Iteration 346Q: 33 clusters Score -1.429571e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 152156 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44501 members 
Mstep: Class 6 contains 32686 members 
Mstep: Class 7 contains 42507 members 
Mstep: Class 8 contains 17634 members 
Mstep: Class 9 contains 134327 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22554 members 
Mstep: Class 12 contains 47249 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26046 members 
Mstep: Class 15 contains 131022 members 
Mstep: Class 16 contains 7389 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43450 members 
Mstep: Class 20 contains 124869 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31761 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44130 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65171 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9981 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957136.000000 Penalty: 110053.570312
Iteration 347Q: 33 clusters Score -1.429571e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 152189 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44491 members 
Mstep: Class 6 contains 32689 members 
Mstep: Class 7 contains 42506 members 
Mstep: Class 8 contains 17635 members 
Mstep: Class 9 contains 134331 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22554 members 
Mstep: Class 12 contains 47243 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26047 members 
Mstep: Class 15 contains 130984 members 
Mstep: Class 16 contains 7389 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43455 members 
Mstep: Class 20 contains 124884 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31762 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44127 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65166 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9981 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957168.000000 Penalty: 110053.570312
Iteration 348Q: 33 clusters Score -1.429572e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 152224 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44486 members 
Mstep: Class 6 contains 32694 members 
Mstep: Class 7 contains 42506 members 
Mstep: Class 8 contains 17635 members 
Mstep: Class 9 contains 134333 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22553 members 
Mstep: Class 12 contains 47230 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26048 members 
Mstep: Class 15 contains 130948 members 
Mstep: Class 16 contains 7390 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43458 members 
Mstep: Class 20 contains 124896 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31763 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44126 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65162 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9981 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957152.000000 Penalty: 110053.570312
Iteration 349Q: 33 clusters Score -1.429572e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 152262 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44483 members 
Mstep: Class 6 contains 32694 members 
Mstep: Class 7 contains 42506 members 
Mstep: Class 8 contains 17635 members 
Mstep: Class 9 contains 134336 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22553 members 
Mstep: Class 12 contains 47225 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26048 members 
Mstep: Class 15 contains 130912 members 
Mstep: Class 16 contains 7389 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43462 members 
Mstep: Class 20 contains 124902 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31764 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44121 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65160 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9981 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957216.000000 Penalty: 110053.570312
Iteration 350Q: 33 clusters Score -1.429572e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 152287 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44476 members 
Mstep: Class 6 contains 32692 members 
Mstep: Class 7 contains 42505 members 
Mstep: Class 8 contains 17636 members 
Mstep: Class 9 contains 134350 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22552 members 
Mstep: Class 12 contains 47222 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26050 members 
Mstep: Class 15 contains 130881 members 
Mstep: Class 16 contains 7389 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43466 members 
Mstep: Class 20 contains 124904 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31763 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44119 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65160 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9981 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957232.000000 Penalty: 110053.570312
Iteration 351Q: 33 clusters Score -1.429572e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 152315 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44473 members 
Mstep: Class 6 contains 32692 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 17636 members 
Mstep: Class 9 contains 134360 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22552 members 
Mstep: Class 12 contains 47214 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26050 members 
Mstep: Class 15 contains 130835 members 
Mstep: Class 16 contains 7390 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43470 members 
Mstep: Class 20 contains 124924 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31764 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44118 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65156 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9980 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957280.000000 Penalty: 110053.570312
Iteration 352Q: 33 clusters Score -1.429573e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 152344 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44461 members 
Mstep: Class 6 contains 32693 members 
Mstep: Class 7 contains 42503 members 
Mstep: Class 8 contains 17637 members 
Mstep: Class 9 contains 134365 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22551 members 
Mstep: Class 12 contains 47208 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26050 members 
Mstep: Class 15 contains 130798 members 
Mstep: Class 16 contains 7390 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43476 members 
Mstep: Class 20 contains 124946 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31762 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44114 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65155 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9981 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957216.000000 Penalty: 110053.570312
Iteration 353Q: 33 clusters Score -1.429572e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 152384 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44452 members 
Mstep: Class 6 contains 32694 members 
Mstep: Class 7 contains 42501 members 
Mstep: Class 8 contains 17638 members 
Mstep: Class 9 contains 134374 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22554 members 
Mstep: Class 12 contains 47203 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26052 members 
Mstep: Class 15 contains 130748 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43479 members 
Mstep: Class 20 contains 124953 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31763 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44111 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 65155 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9981 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957200.000000 Penalty: 110053.570312
Iteration 354Q: 33 clusters Score -1.429572e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 152418 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44447 members 
Mstep: Class 6 contains 32700 members 
Mstep: Class 7 contains 42500 members 
Mstep: Class 8 contains 17639 members 
Mstep: Class 9 contains 134373 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22555 members 
Mstep: Class 12 contains 47197 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26054 members 
Mstep: Class 15 contains 130700 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43485 members 
Mstep: Class 20 contains 124960 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31764 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44113 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15463 members 
Mstep: Class 29 contains 65155 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957104.000000 Penalty: 110053.570312
Iteration 355Q: 33 clusters Score -1.429571e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 152450 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44442 members 
Mstep: Class 6 contains 32704 members 
Mstep: Class 7 contains 42498 members 
Mstep: Class 8 contains 17639 members 
Mstep: Class 9 contains 134370 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22555 members 
Mstep: Class 12 contains 47193 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26058 members 
Mstep: Class 15 contains 130667 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43489 members 
Mstep: Class 20 contains 124965 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31764 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44112 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15462 members 
Mstep: Class 29 contains 65155 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957184.000000 Penalty: 110053.570312
Iteration 356Q: 33 clusters Score -1.429572e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 152476 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44435 members 
Mstep: Class 6 contains 32704 members 
Mstep: Class 7 contains 42496 members 
Mstep: Class 8 contains 17640 members 
Mstep: Class 9 contains 134370 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22554 members 
Mstep: Class 12 contains 47190 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26055 members 
Mstep: Class 15 contains 130637 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43490 members 
Mstep: Class 20 contains 124981 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31763 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44113 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15465 members 
Mstep: Class 29 contains 65154 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957296.000000 Penalty: 110053.570312
Iteration 357Q: 33 clusters Score -1.429573e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 152498 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44430 members 
Mstep: Class 6 contains 32708 members 
Mstep: Class 7 contains 42498 members 
Mstep: Class 8 contains 17641 members 
Mstep: Class 9 contains 134356 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22555 members 
Mstep: Class 12 contains 47187 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26054 members 
Mstep: Class 15 contains 130614 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43492 members 
Mstep: Class 20 contains 124997 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31767 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44110 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 65150 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957216.000000 Penalty: 110053.570312
Iteration 358Q: 33 clusters Score -1.429572e+08 nChanged 119
Entering ConstructFrom: 
Score: -142957216.000000 Penalty: 110053.570312
Entering ConstructFrom: 
Trying to split cluster 1 (6021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Entering Unmasked Estep 
Score: -810750.937500 Penalty: 2158.346191
	Iteration 0F: 2 clusters Score -810750.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -805621.437500 Penalty: 4316.692383
	Iteration 0F: 3 clusters Score -805621.4 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -807072.312500 Penalty: 4316.692383
	Iteration 1F: 3 clusters Score -807072.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -807435.562500 Penalty: 4316.692383
	Iteration 2F: 3 clusters Score -807435.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -807694.562500 Penalty: 4316.692383
	Iteration 3F: 3 clusters Score -807694.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -807889.437500 Penalty: 4316.692383
	Iteration 4Q: 3 clusters Score -807889.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -808059.375000 Penalty: 4316.692383
	Iteration 5Q: 3 clusters Score -808059.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -808212.125000 Penalty: 4316.692383
	Iteration 6Q: 3 clusters Score -808212.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -808357.750000 Penalty: 4316.692383
	Iteration 7Q: 3 clusters Score -808357.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -808529.375000 Penalty: 4316.692383
	Iteration 8Q: 3 clusters Score -808529.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -808668.250000 Penalty: 4316.692383
	Iteration 9Q: 3 clusters Score -808668.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -808771.750000 Penalty: 4316.692383
	Iteration 10Q: 3 clusters Score -808771.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -808857.500000 Penalty: 4316.692383
	Iteration 11Q: 3 clusters Score -808857.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -808922.125000 Penalty: 4316.692383
	Iteration 12Q: 3 clusters Score -808922.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -808978.437500 Penalty: 4316.692383
	Iteration 13Q: 3 clusters Score -808978.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -809016.312500 Penalty: 4316.692383
	Iteration 14Q: 3 clusters Score -809016.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -809043.187500 Penalty: 4316.692383
	Iteration 15Q: 3 clusters Score -809043.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -809064.437500 Penalty: 4316.692383
	Iteration 16Q: 3 clusters Score -809064.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -809082.375000 Penalty: 4316.692383
	Iteration 17Q: 3 clusters Score -809082.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -809091.625000 Penalty: 4316.692383
	Iteration 18Q: 3 clusters Score -809091.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -809101.375000 Penalty: 4316.692383
	Iteration 19Q: 3 clusters Score -809101.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -809105.937500 Penalty: 4316.692383
	Iteration 20F: 3 clusters Score -809105.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -809110.875000 Penalty: 4316.692383
	Iteration 21Q: 3 clusters Score -809110.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -809111.125000 Penalty: 4316.692383
	Iteration 22Q: 3 clusters Score -809111.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -809114.500000 Penalty: 4316.692383
	Iteration 23Q: 3 clusters Score -809114.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -809118.062500 Penalty: 4316.692383
	Iteration 24Q: 3 clusters Score -809118.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -809119.375000 Penalty: 4316.692383
	Iteration 25Q: 3 clusters Score -809119.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -809120.375000 Penalty: 4316.692383
	Iteration 26Q: 3 clusters Score -809120.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -809123.375000 Penalty: 4316.692383
	Iteration 27Q: 3 clusters Score -809123.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -809124.500000 Penalty: 4316.692383
	Iteration 28Q: 3 clusters Score -809124.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -809125.437500 Penalty: 4316.692383
	Iteration 29Q: 3 clusters Score -809125.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -809125.437500 Penalty: 4316.692383
	Iteration 30F: 3 clusters Score -809125.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Entering Unmasked Estep 
Score: -346109.656250 Penalty: 1952.557861
	Iteration 0F: 2 clusters Score -346109.7 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 1328 members 
Entering Unmasked Estep 
Score: -343110.906250 Penalty: 3905.115723
	Iteration 0F: 3 clusters Score -343110.9 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -343737.562500 Penalty: 3905.115723
	Iteration 1F: 3 clusters Score -343737.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -343903.531250 Penalty: 3905.115723
	Iteration 2F: 3 clusters Score -343903.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -344018.250000 Penalty: 3905.115723
	Iteration 3Q: 3 clusters Score -344018.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -344097.218750 Penalty: 3905.115723
	Iteration 4Q: 3 clusters Score -344097.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -344144.593750 Penalty: 3905.115723
	Iteration 5Q: 3 clusters Score -344144.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -344182.500000 Penalty: 3905.115723
	Iteration 6Q: 3 clusters Score -344182.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -344204.156250 Penalty: 3905.115723
	Iteration 7Q: 3 clusters Score -344204.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -344224.750000 Penalty: 3905.115723
	Iteration 8Q: 3 clusters Score -344224.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -344247.718750 Penalty: 3905.115723
	Iteration 9Q: 3 clusters Score -344247.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -344264.937500 Penalty: 3905.115723
	Iteration 10Q: 3 clusters Score -344264.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -344279.218750 Penalty: 3905.115723
	Iteration 11Q: 3 clusters Score -344279.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -344289.062500 Penalty: 3905.115723
	Iteration 12Q: 3 clusters Score -344289.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -344298.031250 Penalty: 3905.115723
	Iteration 13Q: 3 clusters Score -344298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -344304.843750 Penalty: 3905.115723
	Iteration 14Q: 3 clusters Score -344304.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -344308.250000 Penalty: 3905.115723
	Iteration 15Q: 3 clusters Score -344308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -344309.906250 Penalty: 3905.115723
	Iteration 16Q: 3 clusters Score -344309.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -344310.062500 Penalty: 3905.115723
	Iteration 17Q: 3 clusters Score -344310.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -344312.531250 Penalty: 3905.115723
	Iteration 18Q: 3 clusters Score -344312.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -344316.125000 Penalty: 3905.115723
	Iteration 19Q: 3 clusters Score -344316.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -344320.500000 Penalty: 3905.115723
	Iteration 20F: 3 clusters Score -344320.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -344322.218750 Penalty: 3905.115723
	Iteration 21Q: 3 clusters Score -344322.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -344323.187500 Penalty: 3905.115723
	Iteration 22Q: 3 clusters Score -344323.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -344325.125000 Penalty: 3905.115723
	Iteration 23Q: 3 clusters Score -344325.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -344329.468750 Penalty: 3905.115723
	Iteration 24Q: 3 clusters Score -344329.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -344330.406250 Penalty: 3905.115723
	Iteration 25Q: 3 clusters Score -344330.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -344331.437500 Penalty: 3905.115723
	Iteration 26Q: 3 clusters Score -344331.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -344331.906250 Penalty: 3905.115723
	Iteration 27Q: 3 clusters Score -344331.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -344333.468750 Penalty: 3905.115723
	Iteration 28Q: 3 clusters Score -344333.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -344334.843750 Penalty: 3905.115723
	Iteration 29Q: 3 clusters Score -344334.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -344339.593750 Penalty: 3905.115723
	Iteration 30Q: 3 clusters Score -344339.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -344342.593750 Penalty: 3905.115723
	Iteration 31Q: 3 clusters Score -344342.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -344344.562500 Penalty: 3905.115723
	Iteration 32Q: 3 clusters Score -344344.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -344346.812500 Penalty: 3905.115723
	Iteration 33Q: 3 clusters Score -344346.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -344348.750000 Penalty: 3905.115723
	Iteration 34Q: 3 clusters Score -344348.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -344349.687500 Penalty: 3905.115723
	Iteration 35Q: 3 clusters Score -344349.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -344350.656250 Penalty: 3905.115723
	Iteration 36Q: 3 clusters Score -344350.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -344350.656250 Penalty: 3905.115723
	Iteration 37F: 3 clusters Score -344350.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (152512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152512 members 
Entering Unmasked Estep 
Score: -21188248.000000 Penalty: 2959.879639
	Iteration 0F: 2 clusters Score -2.118825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76131 members 
Mstep: Class 2 contains 76381 members 
Entering Unmasked Estep 
Score: -21090484.000000 Penalty: 5919.759277
	Iteration 0F: 3 clusters Score -2.109048e+07 nChanged 72767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72660 members 
Mstep: Class 2 contains 79852 members 
Entering Unmasked Estep 
Score: -21132788.000000 Penalty: 5919.759277
	Iteration 1F: 3 clusters Score -2.113279e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70297 members 
Mstep: Class 2 contains 82215 members 
Entering Unmasked Estep 
Score: -21134456.000000 Penalty: 5919.759277
	Iteration 2Q: 3 clusters Score -2.113446e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66724 members 
Mstep: Class 2 contains 85788 members 
Entering Unmasked Estep 
Score: -21137400.000000 Penalty: 5919.759277
	Iteration 3Q: 3 clusters Score -2.11374e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61590 members 
Mstep: Class 2 contains 90922 members 
Entering Unmasked Estep 
Score: -21141926.000000 Penalty: 5919.759277
	Iteration 4F: 3 clusters Score -2.114193e+07 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 97751 members 
Entering Unmasked Estep 
Score: -21148642.000000 Penalty: 5919.759277
	Iteration 5F: 3 clusters Score -2.114864e+07 nChanged 11819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 105814 members 
Entering Unmasked Estep 
Score: -21157614.000000 Penalty: 5919.759277
	Iteration 6F: 3 clusters Score -2.115761e+07 nChanged 11362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 114296 members 
Entering Unmasked Estep 
Score: -21167388.000000 Penalty: 5919.759277
	Iteration 7F: 3 clusters Score -2.116739e+07 nChanged 9183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 121893 members 
Entering Unmasked Estep 
Score: -21175664.000000 Penalty: 5919.759277
	Iteration 8F: 3 clusters Score -2.117566e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 127367 members 
Entering Unmasked Estep 
Score: -21181348.000000 Penalty: 5919.759277
	Iteration 9Q: 3 clusters Score -2.118135e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 131239 members 
Entering Unmasked Estep 
Score: -21183530.000000 Penalty: 5919.759277
	Iteration 10Q: 3 clusters Score -2.118353e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 134420 members 
Entering Unmasked Estep 
Score: -21184450.000000 Penalty: 5919.759277
	Iteration 11Q: 3 clusters Score -2.118445e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 137033 members 
Entering Unmasked Estep 
Score: -21185016.000000 Penalty: 5919.759277
	Iteration 12Q: 3 clusters Score -2.118502e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 139229 members 
Entering Unmasked Estep 
Score: -21185440.000000 Penalty: 5919.759277
	Iteration 13Q: 3 clusters Score -2.118544e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 141050 members 
Entering Unmasked Estep 
Score: -21185594.000000 Penalty: 5919.759277
	Iteration 14Q: 3 clusters Score -2.118559e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 142556 members 
Entering Unmasked Estep 
Score: -21185922.000000 Penalty: 5919.759277
	Iteration 15Q: 3 clusters Score -2.118592e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 143800 members 
Entering Unmasked Estep 
Score: -21186106.000000 Penalty: 5919.759277
	Iteration 16Q: 3 clusters Score -2.118611e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 144816 members 
Entering Unmasked Estep 
Score: -21186082.000000 Penalty: 5919.759277
	Iteration 17Q: 3 clusters Score -2.118608e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 145663 members 
Entering Unmasked Estep 
Score: -21186130.000000 Penalty: 5919.759277
	Iteration 18Q: 3 clusters Score -2.118613e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 146378 members 
Entering Unmasked Estep 
Score: -21186260.000000 Penalty: 5919.759277
	Iteration 19Q: 3 clusters Score -2.118626e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 147009 members 
Entering Unmasked Estep 
Score: -21186290.000000 Penalty: 5919.759277
	Iteration 20F: 3 clusters Score -2.118629e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 147541 members 
Entering Unmasked Estep 
Score: -21186354.000000 Penalty: 5919.759277
	Iteration 21Q: 3 clusters Score -2.118635e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 148020 members 
Entering Unmasked Estep 
Score: -21186324.000000 Penalty: 5919.759277
	Iteration 22Q: 3 clusters Score -2.118632e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 148404 members 
Entering Unmasked Estep 
Score: -21186356.000000 Penalty: 5919.759277
	Iteration 23Q: 3 clusters Score -2.118636e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 148757 members 
Entering Unmasked Estep 
Score: -21186368.000000 Penalty: 5919.759277
	Iteration 24Q: 3 clusters Score -2.118637e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 149038 members 
Entering Unmasked Estep 
Score: -21186338.000000 Penalty: 5919.759277
	Iteration 25Q: 3 clusters Score -2.118634e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 149272 members 
Entering Unmasked Estep 
Score: -21186336.000000 Penalty: 5919.759277
	Iteration 26Q: 3 clusters Score -2.118634e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 149453 members 
Entering Unmasked Estep 
Score: -21186312.000000 Penalty: 5919.759277
	Iteration 27Q: 3 clusters Score -2.118631e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 149629 members 
Entering Unmasked Estep 
Score: -21186332.000000 Penalty: 5919.759277
	Iteration 28Q: 3 clusters Score -2.118633e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 149798 members 
Entering Unmasked Estep 
Score: -21186350.000000 Penalty: 5919.759277
	Iteration 29Q: 3 clusters Score -2.118635e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 149948 members 
Entering Unmasked Estep 
Score: -21186332.000000 Penalty: 5919.759277
	Iteration 30Q: 3 clusters Score -2.118633e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 150091 members 
Entering Unmasked Estep 
Score: -21186302.000000 Penalty: 5919.759277
	Iteration 31Q: 3 clusters Score -2.11863e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 150222 members 
Entering Unmasked Estep 
Score: -21186286.000000 Penalty: 5919.759277
	Iteration 32Q: 3 clusters Score -2.118629e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 150333 members 
Entering Unmasked Estep 
Score: -21186280.000000 Penalty: 5919.759277
	Iteration 33Q: 3 clusters Score -2.118628e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 150441 members 
Entering Unmasked Estep 
Score: -21186256.000000 Penalty: 5919.759277
	Iteration 34Q: 3 clusters Score -2.118626e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 150529 members 
Entering Unmasked Estep 
Score: -21186276.000000 Penalty: 5919.759277
	Iteration 35Q: 3 clusters Score -2.118628e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 150615 members 
Entering Unmasked Estep 
Score: -21186280.000000 Penalty: 5919.759277
	Iteration 36Q: 3 clusters Score -2.118628e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 150685 members 
Entering Unmasked Estep 
Score: -21186288.000000 Penalty: 5919.759277
	Iteration 37Q: 3 clusters Score -2.118629e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 150755 members 
Entering Unmasked Estep 
Score: -21186318.000000 Penalty: 5919.759277
	Iteration 38Q: 3 clusters Score -2.118632e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 150818 members 
Entering Unmasked Estep 
Score: -21186294.000000 Penalty: 5919.759277
	Iteration 39Q: 3 clusters Score -2.118629e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 150876 members 
Entering Unmasked Estep 
Score: -21186330.000000 Penalty: 5919.759277
	Iteration 40F: 3 clusters Score -2.118633e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 150937 members 
Entering Unmasked Estep 
Score: -21186326.000000 Penalty: 5919.759277
	Iteration 41Q: 3 clusters Score -2.118633e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 150989 members 
Entering Unmasked Estep 
Score: -21186308.000000 Penalty: 5919.759277
	Iteration 42Q: 3 clusters Score -2.118631e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 151027 members 
Entering Unmasked Estep 
Score: -21186302.000000 Penalty: 5919.759277
	Iteration 43Q: 3 clusters Score -2.11863e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 151067 members 
Entering Unmasked Estep 
Score: -21186294.000000 Penalty: 5919.759277
	Iteration 44Q: 3 clusters Score -2.118629e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 151095 members 
Entering Unmasked Estep 
Score: -21186280.000000 Penalty: 5919.759277
	Iteration 45Q: 3 clusters Score -2.118628e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 151119 members 
Entering Unmasked Estep 
Score: -21186274.000000 Penalty: 5919.759277
	Iteration 46Q: 3 clusters Score -2.118627e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 151146 members 
Entering Unmasked Estep 
Score: -21186278.000000 Penalty: 5919.759277
	Iteration 47Q: 3 clusters Score -2.118628e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 151174 members 
Entering Unmasked Estep 
Score: -21186254.000000 Penalty: 5919.759277
	Iteration 48Q: 3 clusters Score -2.118625e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 151202 members 
Entering Unmasked Estep 
Score: -21186246.000000 Penalty: 5919.759277
	Iteration 49Q: 3 clusters Score -2.118625e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 151218 members 
Entering Unmasked Estep 
Score: -21186252.000000 Penalty: 5919.759277
	Iteration 50Q: 3 clusters Score -2.118625e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 151238 members 
Entering Unmasked Estep 
Score: -21186250.000000 Penalty: 5919.759277
	Iteration 51Q: 3 clusters Score -2.118625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 151249 members 
Entering Unmasked Estep 
Score: -21186222.000000 Penalty: 5919.759277
	Iteration 52Q: 3 clusters Score -2.118622e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 151260 members 
Entering Unmasked Estep 
Score: -21186232.000000 Penalty: 5919.759277
	Iteration 53Q: 3 clusters Score -2.118623e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 151270 members 
Entering Unmasked Estep 
Score: -21186226.000000 Penalty: 5919.759277
	Iteration 54Q: 3 clusters Score -2.118623e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 151280 members 
Entering Unmasked Estep 
Score: -21186236.000000 Penalty: 5919.759277
	Iteration 55Q: 3 clusters Score -2.118624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 151293 members 
Entering Unmasked Estep 
Score: -21186204.000000 Penalty: 5919.759277
	Iteration 56Q: 3 clusters Score -2.11862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 151305 members 
Entering Unmasked Estep 
Score: -21186236.000000 Penalty: 5919.759277
	Iteration 57Q: 3 clusters Score -2.118624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 151318 members 
Entering Unmasked Estep 
Score: -21186246.000000 Penalty: 5919.759277
	Iteration 58Q: 3 clusters Score -2.118625e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 151334 members 
Entering Unmasked Estep 
Score: -21186248.000000 Penalty: 5919.759277
	Iteration 59Q: 3 clusters Score -2.118625e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 151353 members 
Entering Unmasked Estep 
Score: -21186270.000000 Penalty: 5919.759277
	Iteration 60F: 3 clusters Score -2.118627e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 151369 members 
Entering Unmasked Estep 
Score: -21186274.000000 Penalty: 5919.759277
	Iteration 61Q: 3 clusters Score -2.118627e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 151389 members 
Entering Unmasked Estep 
Score: -21186288.000000 Penalty: 5919.759277
	Iteration 62Q: 3 clusters Score -2.118629e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 151401 members 
Entering Unmasked Estep 
Score: -21186286.000000 Penalty: 5919.759277
	Iteration 63Q: 3 clusters Score -2.118629e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 151415 members 
Entering Unmasked Estep 
Score: -21186278.000000 Penalty: 5919.759277
	Iteration 64Q: 3 clusters Score -2.118628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 151427 members 
Entering Unmasked Estep 
Score: -21186264.000000 Penalty: 5919.759277
	Iteration 65Q: 3 clusters Score -2.118626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 151437 members 
Entering Unmasked Estep 
Score: -21186250.000000 Penalty: 5919.759277
	Iteration 66Q: 3 clusters Score -2.118625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 151445 members 
Entering Unmasked Estep 
Score: -21186268.000000 Penalty: 5919.759277
	Iteration 67Q: 3 clusters Score -2.118627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 151452 members 
Entering Unmasked Estep 
Score: -21186270.000000 Penalty: 5919.759277
	Iteration 68Q: 3 clusters Score -2.118627e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 151462 members 
Entering Unmasked Estep 
Score: -21186260.000000 Penalty: 5919.759277
	Iteration 69Q: 3 clusters Score -2.118626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 151468 members 
Entering Unmasked Estep 
Score: -21186262.000000 Penalty: 5919.759277
	Iteration 70Q: 3 clusters Score -2.118626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 151472 members 
Entering Unmasked Estep 
Score: -21186260.000000 Penalty: 5919.759277
	Iteration 71Q: 3 clusters Score -2.118626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 151473 members 
Entering Unmasked Estep 
Score: -21186266.000000 Penalty: 5919.759277
	Iteration 72Q: 3 clusters Score -2.118627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 151475 members 
Entering Unmasked Estep 
Score: -21186248.000000 Penalty: 5919.759277
	Iteration 73Q: 3 clusters Score -2.118625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 151477 members 
Entering Unmasked Estep 
Score: -21186254.000000 Penalty: 5919.759277
	Iteration 74Q: 3 clusters Score -2.118625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 151479 members 
Entering Unmasked Estep 
Score: -21186252.000000 Penalty: 5919.759277
	Iteration 75Q: 3 clusters Score -2.118625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 151480 members 
Entering Unmasked Estep 
Score: -21186246.000000 Penalty: 5919.759277
	Iteration 76Q: 3 clusters Score -2.118625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 151481 members 
Entering Unmasked Estep 
Score: -21186246.000000 Penalty: 5919.759277
	Iteration 77Q: 3 clusters Score -2.118625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 151481 members 
Entering Unmasked Estep 
Score: -21186238.000000 Penalty: 5919.759277
	Iteration 78Q: 3 clusters Score -2.118624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 151482 members 
Entering Unmasked Estep 
Score: -21186240.000000 Penalty: 5919.759277
	Iteration 79Q: 3 clusters Score -2.118624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 151482 members 
Entering Unmasked Estep 
Score: -21186240.000000 Penalty: 5919.759277
	Iteration 80F: 3 clusters Score -2.118624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Entering Unmasked Estep 
Score: -1019620.562500 Penalty: 2216.136719
	Iteration 0F: 2 clusters Score -1019621 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 3745 members 
Entering Unmasked Estep 
Score: -1013547.812500 Penalty: 4432.273438
	Iteration 0F: 3 clusters Score -1013548 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1015229.562500 Penalty: 4432.273438
	Iteration 1F: 3 clusters Score -1015230 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1015588.812500 Penalty: 4432.273438
	Iteration 2F: 3 clusters Score -1015589 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1015879.312500 Penalty: 4432.273438
	Iteration 3F: 3 clusters Score -1015879 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1016169.062500 Penalty: 4432.273438
	Iteration 4F: 3 clusters Score -1016169 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1016469.312500 Penalty: 4432.273438
	Iteration 5F: 3 clusters Score -1016469 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1016726.312500 Penalty: 4432.273438
	Iteration 6Q: 3 clusters Score -1016726 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1016977.937500 Penalty: 4432.273438
	Iteration 7Q: 3 clusters Score -1016978 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1017199.062500 Penalty: 4432.273438
	Iteration 8Q: 3 clusters Score -1017199 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1017413.000000 Penalty: 4432.273438
	Iteration 9Q: 3 clusters Score -1017413 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1017604.625000 Penalty: 4432.273438
	Iteration 10Q: 3 clusters Score -1017605 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1017771.937500 Penalty: 4432.273438
	Iteration 11Q: 3 clusters Score -1017772 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1017892.937500 Penalty: 4432.273438
	Iteration 12Q: 3 clusters Score -1017893 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1017979.125000 Penalty: 4432.273438
	Iteration 13Q: 3 clusters Score -1017979 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1018043.250000 Penalty: 4432.273438
	Iteration 14Q: 3 clusters Score -1018043 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1018095.062500 Penalty: 4432.273438
	Iteration 15Q: 3 clusters Score -1018095 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1018142.000000 Penalty: 4432.273438
	Iteration 16Q: 3 clusters Score -1018142 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1018172.187500 Penalty: 4432.273438
	Iteration 17Q: 3 clusters Score -1018172 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1018197.562500 Penalty: 4432.273438
	Iteration 18Q: 3 clusters Score -1018198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1018220.500000 Penalty: 4432.273438
	Iteration 19Q: 3 clusters Score -1018220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1018237.500000 Penalty: 4432.273438
	Iteration 20F: 3 clusters Score -1018238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1018257.562500 Penalty: 4432.273438
	Iteration 21Q: 3 clusters Score -1018258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1018269.187500 Penalty: 4432.273438
	Iteration 22Q: 3 clusters Score -1018269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1018277.437500 Penalty: 4432.273438
	Iteration 23Q: 3 clusters Score -1018277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1018285.125000 Penalty: 4432.273438
	Iteration 24Q: 3 clusters Score -1018285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1018288.750000 Penalty: 4432.273438
	Iteration 25Q: 3 clusters Score -1018289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1018288.437500 Penalty: 4432.273438
	Iteration 26Q: 3 clusters Score -1018288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1018289.750000 Penalty: 4432.273438
	Iteration 27Q: 3 clusters Score -1018290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1018290.125000 Penalty: 4432.273438
	Iteration 28Q: 3 clusters Score -1018290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1018293.062500 Penalty: 4432.273438
	Iteration 29Q: 3 clusters Score -1018293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1018295.187500 Penalty: 4432.273438
	Iteration 30Q: 3 clusters Score -1018295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1018298.437500 Penalty: 4432.273438
	Iteration 31Q: 3 clusters Score -1018298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1018297.500000 Penalty: 4432.273438
	Iteration 32Q: 3 clusters Score -1018298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1018299.937500 Penalty: 4432.273438
	Iteration 33Q: 3 clusters Score -1018300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1018300.750000 Penalty: 4432.273438
	Iteration 34Q: 3 clusters Score -1018301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1018302.187500 Penalty: 4432.273438
	Iteration 35Q: 3 clusters Score -1018302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1018303.500000 Penalty: 4432.273438
	Iteration 36Q: 3 clusters Score -1018304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1018303.500000 Penalty: 4432.273438
	Iteration 37F: 3 clusters Score -1018304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Entering Unmasked Estep 
Score: -6240126.500000 Penalty: 2653.975098
	Iteration 0F: 2 clusters Score -6240126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -6209996.500000 Penalty: 5307.950195
	Iteration 0F: 3 clusters Score -6209996 nChanged 20370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -6221520.000000 Penalty: 5307.950195
	Iteration 1F: 3 clusters Score -6221520 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -6222251.500000 Penalty: 5307.950195
	Iteration 2Q: 3 clusters Score -6222252 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -6223000.500000 Penalty: 5307.950195
	Iteration 3Q: 3 clusters Score -6223000 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -6223914.000000 Penalty: 5307.950195
	Iteration 4Q: 3 clusters Score -6223914 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -6225131.000000 Penalty: 5307.950195
	Iteration 5F: 3 clusters Score -6225131 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -6226513.500000 Penalty: 5307.950195
	Iteration 6F: 3 clusters Score -6226514 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -6228209.500000 Penalty: 5307.950195
	Iteration 7F: 3 clusters Score -6228210 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -6230020.500000 Penalty: 5307.950195
	Iteration 8F: 3 clusters Score -6230020 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -6231675.500000 Penalty: 5307.950195
	Iteration 9F: 3 clusters Score -6231676 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -6232873.500000 Penalty: 5307.950195
	Iteration 10Q: 3 clusters Score -6232874 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -6233540.000000 Penalty: 5307.950195
	Iteration 11Q: 3 clusters Score -6233540 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -6233882.500000 Penalty: 5307.950195
	Iteration 12Q: 3 clusters Score -6233882 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -6234141.000000 Penalty: 5307.950195
	Iteration 13Q: 3 clusters Score -6234141 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -6234317.500000 Penalty: 5307.950195
	Iteration 14Q: 3 clusters Score -6234318 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -6234505.000000 Penalty: 5307.950195
	Iteration 15Q: 3 clusters Score -6234505 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -6234661.000000 Penalty: 5307.950195
	Iteration 16Q: 3 clusters Score -6234661 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -6234881.000000 Penalty: 5307.950195
	Iteration 17Q: 3 clusters Score -6234881 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -6235125.500000 Penalty: 5307.950195
	Iteration 18Q: 3 clusters Score -6235126 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -6235281.500000 Penalty: 5307.950195
	Iteration 19Q: 3 clusters Score -6235282 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -6235455.500000 Penalty: 5307.950195
	Iteration 20F: 3 clusters Score -6235456 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -6235671.000000 Penalty: 5307.950195
	Iteration 21Q: 3 clusters Score -6235671 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -6235875.500000 Penalty: 5307.950195
	Iteration 22Q: 3 clusters Score -6235876 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -6236031.500000 Penalty: 5307.950195
	Iteration 23Q: 3 clusters Score -6236032 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -6236192.500000 Penalty: 5307.950195
	Iteration 24Q: 3 clusters Score -6236192 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -6236360.500000 Penalty: 5307.950195
	Iteration 25Q: 3 clusters Score -6236360 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -6236546.500000 Penalty: 5307.950195
	Iteration 26Q: 3 clusters Score -6236546 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -6236669.500000 Penalty: 5307.950195
	Iteration 27Q: 3 clusters Score -6236670 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -6236814.500000 Penalty: 5307.950195
	Iteration 28Q: 3 clusters Score -6236814 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -6236930.500000 Penalty: 5307.950195
	Iteration 29Q: 3 clusters Score -6236930 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -6237063.000000 Penalty: 5307.950195
	Iteration 30Q: 3 clusters Score -6237063 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -6237163.000000 Penalty: 5307.950195
	Iteration 31Q: 3 clusters Score -6237163 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -6237295.000000 Penalty: 5307.950195
	Iteration 32Q: 3 clusters Score -6237295 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -6237383.500000 Penalty: 5307.950195
	Iteration 33Q: 3 clusters Score -6237384 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -6237492.500000 Penalty: 5307.950195
	Iteration 34Q: 3 clusters Score -6237492 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -6237557.000000 Penalty: 5307.950195
	Iteration 35Q: 3 clusters Score -6237557 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -6237608.500000 Penalty: 5307.950195
	Iteration 36Q: 3 clusters Score -6237608 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -6237677.500000 Penalty: 5307.950195
	Iteration 37Q: 3 clusters Score -6237678 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -6237733.500000 Penalty: 5307.950195
	Iteration 38Q: 3 clusters Score -6237734 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -6237796.000000 Penalty: 5307.950195
	Iteration 39Q: 3 clusters Score -6237796 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -6237838.000000 Penalty: 5307.950195
	Iteration 40F: 3 clusters Score -6237838 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -6237872.500000 Penalty: 5307.950195
	Iteration 41Q: 3 clusters Score -6237872 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -6237924.500000 Penalty: 5307.950195
	Iteration 42Q: 3 clusters Score -6237924 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -6237949.500000 Penalty: 5307.950195
	Iteration 43Q: 3 clusters Score -6237950 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -6237997.000000 Penalty: 5307.950195
	Iteration 44Q: 3 clusters Score -6237997 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -6238002.000000 Penalty: 5307.950195
	Iteration 45Q: 3 clusters Score -6238002 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -6238042.000000 Penalty: 5307.950195
	Iteration 46Q: 3 clusters Score -6238042 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -6238071.000000 Penalty: 5307.950195
	Iteration 47Q: 3 clusters Score -6238071 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -6238091.000000 Penalty: 5307.950195
	Iteration 48Q: 3 clusters Score -6238091 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -6238082.500000 Penalty: 5307.950195
	Iteration 49Q: 3 clusters Score -6238082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -6238100.000000 Penalty: 5307.950195
	Iteration 50Q: 3 clusters Score -6238100 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -6238111.500000 Penalty: 5307.950195
	Iteration 51Q: 3 clusters Score -6238112 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -6238117.500000 Penalty: 5307.950195
	Iteration 52Q: 3 clusters Score -6238118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -6238144.500000 Penalty: 5307.950195
	Iteration 53Q: 3 clusters Score -6238144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -6238155.500000 Penalty: 5307.950195
	Iteration 54Q: 3 clusters Score -6238156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -6238165.000000 Penalty: 5307.950195
	Iteration 55Q: 3 clusters Score -6238165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -6238174.500000 Penalty: 5307.950195
	Iteration 56Q: 3 clusters Score -6238174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -6238180.000000 Penalty: 5307.950195
	Iteration 57Q: 3 clusters Score -6238180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -6238180.500000 Penalty: 5307.950195
	Iteration 58Q: 3 clusters Score -6238180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -6238187.500000 Penalty: 5307.950195
	Iteration 59Q: 3 clusters Score -6238188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -6238178.000000 Penalty: 5307.950195
	Iteration 60F: 3 clusters Score -6238178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -6238184.500000 Penalty: 5307.950195
	Iteration 61Q: 3 clusters Score -6238184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -6238182.000000 Penalty: 5307.950195
	Iteration 62Q: 3 clusters Score -6238182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -6238190.000000 Penalty: 5307.950195
	Iteration 63Q: 3 clusters Score -6238190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -6238186.500000 Penalty: 5307.950195
	Iteration 64Q: 3 clusters Score -6238186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -6238190.500000 Penalty: 5307.950195
	Iteration 65Q: 3 clusters Score -6238190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -6238188.500000 Penalty: 5307.950195
	Iteration 66Q: 3 clusters Score -6238188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -6238201.000000 Penalty: 5307.950195
	Iteration 67Q: 3 clusters Score -6238201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -6238216.500000 Penalty: 5307.950195
	Iteration 68Q: 3 clusters Score -6238216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -6238202.500000 Penalty: 5307.950195
	Iteration 69Q: 3 clusters Score -6238202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -6238199.500000 Penalty: 5307.950195
	Iteration 70Q: 3 clusters Score -6238200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -6238199.500000 Penalty: 5307.950195
	Iteration 71Q: 3 clusters Score -6238200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -6238200.500000 Penalty: 5307.950195
	Iteration 72Q: 3 clusters Score -6238200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -6238205.500000 Penalty: 5307.950195
	Iteration 73Q: 3 clusters Score -6238206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -6238215.500000 Penalty: 5307.950195
	Iteration 74Q: 3 clusters Score -6238216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -6238221.000000 Penalty: 5307.950195
	Iteration 75Q: 3 clusters Score -6238221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -6238216.000000 Penalty: 5307.950195
	Iteration 76Q: 3 clusters Score -6238216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -6238218.500000 Penalty: 5307.950195
	Iteration 77Q: 3 clusters Score -6238218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -6238224.500000 Penalty: 5307.950195
	Iteration 78Q: 3 clusters Score -6238224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -6238227.500000 Penalty: 5307.950195
	Iteration 79Q: 3 clusters Score -6238228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -6238223.000000 Penalty: 5307.950195
	Iteration 80F: 3 clusters Score -6238223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -6238218.500000 Penalty: 5307.950195
	Iteration 81Q: 3 clusters Score -6238218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -6238218.500000 Penalty: 5307.950195
	Iteration 82Q: 3 clusters Score -6238218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -6238216.500000 Penalty: 5307.950195
	Iteration 83Q: 3 clusters Score -6238216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -6238226.500000 Penalty: 5307.950195
	Iteration 84Q: 3 clusters Score -6238226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -6238228.000000 Penalty: 5307.950195
	Iteration 85Q: 3 clusters Score -6238228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -6238228.000000 Penalty: 5307.950195
	Iteration 86F: 3 clusters Score -6238228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Entering Unmasked Estep 
Score: -4593256.000000 Penalty: 2578.060547
	Iteration 0F: 2 clusters Score -4593256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -4570889.000000 Penalty: 5156.121094
	Iteration 0F: 3 clusters Score -4570889 nChanged 14784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -4578842.000000 Penalty: 5156.121094
	Iteration 1F: 3 clusters Score -4578842 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -4579285.000000 Penalty: 5156.121094
	Iteration 2Q: 3 clusters Score -4579285 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -4579652.000000 Penalty: 5156.121094
	Iteration 3Q: 3 clusters Score -4579652 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -4580070.000000 Penalty: 5156.121094
	Iteration 4Q: 3 clusters Score -4580070 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -4580630.000000 Penalty: 5156.121094
	Iteration 5Q: 3 clusters Score -4580630 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -4581275.500000 Penalty: 5156.121094
	Iteration 6Q: 3 clusters Score -4581276 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -4582209.000000 Penalty: 5156.121094
	Iteration 7F: 3 clusters Score -4582209 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -4583477.500000 Penalty: 5156.121094
	Iteration 8F: 3 clusters Score -4583478 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -4585168.500000 Penalty: 5156.121094
	Iteration 9F: 3 clusters Score -4585168 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -4587023.500000 Penalty: 5156.121094
	Iteration 10F: 3 clusters Score -4587024 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -4588598.000000 Penalty: 5156.121094
	Iteration 11F: 3 clusters Score -4588598 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -4589559.500000 Penalty: 5156.121094
	Iteration 12Q: 3 clusters Score -4589560 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -4589976.500000 Penalty: 5156.121094
	Iteration 13Q: 3 clusters Score -4589976 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -4590234.500000 Penalty: 5156.121094
	Iteration 14Q: 3 clusters Score -4590234 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -4590396.500000 Penalty: 5156.121094
	Iteration 15Q: 3 clusters Score -4590396 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -4590495.000000 Penalty: 5156.121094
	Iteration 16Q: 3 clusters Score -4590495 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -4590597.500000 Penalty: 5156.121094
	Iteration 17Q: 3 clusters Score -4590598 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -4590684.000000 Penalty: 5156.121094
	Iteration 18Q: 3 clusters Score -4590684 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -4590740.000000 Penalty: 5156.121094
	Iteration 19Q: 3 clusters Score -4590740 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -4590770.500000 Penalty: 5156.121094
	Iteration 20F: 3 clusters Score -4590770 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -4590787.500000 Penalty: 5156.121094
	Iteration 21Q: 3 clusters Score -4590788 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -4590831.000000 Penalty: 5156.121094
	Iteration 22Q: 3 clusters Score -4590831 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -4590857.500000 Penalty: 5156.121094
	Iteration 23Q: 3 clusters Score -4590858 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -4590899.000000 Penalty: 5156.121094
	Iteration 24Q: 3 clusters Score -4590899 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -4590904.500000 Penalty: 5156.121094
	Iteration 25Q: 3 clusters Score -4590904 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -4590931.000000 Penalty: 5156.121094
	Iteration 26Q: 3 clusters Score -4590931 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -4590962.000000 Penalty: 5156.121094
	Iteration 27Q: 3 clusters Score -4590962 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -4590980.000000 Penalty: 5156.121094
	Iteration 28Q: 3 clusters Score -4590980 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -4590998.500000 Penalty: 5156.121094
	Iteration 29Q: 3 clusters Score -4590998 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -4591029.500000 Penalty: 5156.121094
	Iteration 30Q: 3 clusters Score -4591030 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -4591038.000000 Penalty: 5156.121094
	Iteration 31Q: 3 clusters Score -4591038 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -4591061.000000 Penalty: 5156.121094
	Iteration 32Q: 3 clusters Score -4591061 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -4591082.000000 Penalty: 5156.121094
	Iteration 33Q: 3 clusters Score -4591082 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -4591096.000000 Penalty: 5156.121094
	Iteration 34Q: 3 clusters Score -4591096 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -4591115.500000 Penalty: 5156.121094
	Iteration 35Q: 3 clusters Score -4591116 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -4591131.000000 Penalty: 5156.121094
	Iteration 36Q: 3 clusters Score -4591131 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -4591142.500000 Penalty: 5156.121094
	Iteration 37Q: 3 clusters Score -4591142 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -4591155.500000 Penalty: 5156.121094
	Iteration 38Q: 3 clusters Score -4591156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -4591175.000000 Penalty: 5156.121094
	Iteration 39Q: 3 clusters Score -4591175 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -4591178.000000 Penalty: 5156.121094
	Iteration 40F: 3 clusters Score -4591178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -4591189.500000 Penalty: 5156.121094
	Iteration 41Q: 3 clusters Score -4591190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -4591204.500000 Penalty: 5156.121094
	Iteration 42Q: 3 clusters Score -4591204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -4591213.500000 Penalty: 5156.121094
	Iteration 43Q: 3 clusters Score -4591214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -4591219.500000 Penalty: 5156.121094
	Iteration 44Q: 3 clusters Score -4591220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -4591233.000000 Penalty: 5156.121094
	Iteration 45Q: 3 clusters Score -4591233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -4591243.000000 Penalty: 5156.121094
	Iteration 46Q: 3 clusters Score -4591243 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -4591270.500000 Penalty: 5156.121094
	Iteration 47Q: 3 clusters Score -4591270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -4591275.500000 Penalty: 5156.121094
	Iteration 48Q: 3 clusters Score -4591276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -4591271.000000 Penalty: 5156.121094
	Iteration 49Q: 3 clusters Score -4591271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -4591278.000000 Penalty: 5156.121094
	Iteration 50Q: 3 clusters Score -4591278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -4591280.500000 Penalty: 5156.121094
	Iteration 51Q: 3 clusters Score -4591280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -4591279.500000 Penalty: 5156.121094
	Iteration 52Q: 3 clusters Score -4591280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4591278.500000 Penalty: 5156.121094
	Iteration 53Q: 3 clusters Score -4591278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -4591282.500000 Penalty: 5156.121094
	Iteration 54Q: 3 clusters Score -4591282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -4591283.000000 Penalty: 5156.121094
	Iteration 55Q: 3 clusters Score -4591283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -4591283.000000 Penalty: 5156.121094
	Iteration 56Q: 3 clusters Score -4591283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -4591287.000000 Penalty: 5156.121094
	Iteration 57Q: 3 clusters Score -4591287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -4591289.000000 Penalty: 5156.121094
	Iteration 58Q: 3 clusters Score -4591289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -4591297.000000 Penalty: 5156.121094
	Iteration 59Q: 3 clusters Score -4591297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -4591294.000000 Penalty: 5156.121094
	Iteration 60F: 3 clusters Score -4591294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -4591294.000000 Penalty: 5156.121094
	Iteration 61Q: 3 clusters Score -4591294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -4591295.000000 Penalty: 5156.121094
	Iteration 62Q: 3 clusters Score -4591295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -4591290.500000 Penalty: 5156.121094
	Iteration 63Q: 3 clusters Score -4591290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -4591287.000000 Penalty: 5156.121094
	Iteration 64Q: 3 clusters Score -4591287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -4591288.000000 Penalty: 5156.121094
	Iteration 65Q: 3 clusters Score -4591288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -4591292.500000 Penalty: 5156.121094
	Iteration 66Q: 3 clusters Score -4591292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -4591295.500000 Penalty: 5156.121094
	Iteration 67Q: 3 clusters Score -4591296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -4591292.500000 Penalty: 5156.121094
	Iteration 68Q: 3 clusters Score -4591292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -4591289.000000 Penalty: 5156.121094
	Iteration 69Q: 3 clusters Score -4591289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -4591285.500000 Penalty: 5156.121094
	Iteration 70Q: 3 clusters Score -4591286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -4591290.500000 Penalty: 5156.121094
	Iteration 71Q: 3 clusters Score -4591290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -4591287.500000 Penalty: 5156.121094
	Iteration 72Q: 3 clusters Score -4591288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -4591288.500000 Penalty: 5156.121094
	Iteration 73Q: 3 clusters Score -4591288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -4591291.500000 Penalty: 5156.121094
	Iteration 74Q: 3 clusters Score -4591292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -4591294.500000 Penalty: 5156.121094
	Iteration 75Q: 3 clusters Score -4591294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -4591294.500000 Penalty: 5156.121094
	Iteration 76F: 3 clusters Score -4591294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Entering Unmasked Estep 
Score: -5749617.500000 Penalty: 2642.982666
	Iteration 0F: 2 clusters Score -5749618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -5720819.500000 Penalty: 5285.965332
	Iteration 0F: 3 clusters Score -5720820 nChanged 19563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -5731456.500000 Penalty: 5285.965332
	Iteration 1F: 3 clusters Score -5731456 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -5731981.000000 Penalty: 5285.965332
	Iteration 2Q: 3 clusters Score -5731981 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -5732487.000000 Penalty: 5285.965332
	Iteration 3Q: 3 clusters Score -5732487 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -5733019.500000 Penalty: 5285.965332
	Iteration 4Q: 3 clusters Score -5733020 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -5733639.500000 Penalty: 5285.965332
	Iteration 5Q: 3 clusters Score -5733640 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -5734410.000000 Penalty: 5285.965332
	Iteration 6Q: 3 clusters Score -5734410 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -5735424.500000 Penalty: 5285.965332
	Iteration 7Q: 3 clusters Score -5735424 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -5736901.500000 Penalty: 5285.965332
	Iteration 8F: 3 clusters Score -5736902 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -5738829.000000 Penalty: 5285.965332
	Iteration 9F: 3 clusters Score -5738829 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -5741211.000000 Penalty: 5285.965332
	Iteration 10F: 3 clusters Score -5741211 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -5743694.500000 Penalty: 5285.965332
	Iteration 11F: 3 clusters Score -5743694 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -5745440.000000 Penalty: 5285.965332
	Iteration 12Q: 3 clusters Score -5745440 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -5746414.000000 Penalty: 5285.965332
	Iteration 13Q: 3 clusters Score -5746414 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -5746865.000000 Penalty: 5285.965332
	Iteration 14Q: 3 clusters Score -5746865 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -5747093.500000 Penalty: 5285.965332
	Iteration 15Q: 3 clusters Score -5747094 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -5747194.500000 Penalty: 5285.965332
	Iteration 16Q: 3 clusters Score -5747194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -5747229.500000 Penalty: 5285.965332
	Iteration 17Q: 3 clusters Score -5747230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -5747277.000000 Penalty: 5285.965332
	Iteration 18Q: 3 clusters Score -5747277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -5747303.500000 Penalty: 5285.965332
	Iteration 19Q: 3 clusters Score -5747304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -5747311.500000 Penalty: 5285.965332
	Iteration 20F: 3 clusters Score -5747312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -5747312.500000 Penalty: 5285.965332
	Iteration 21Q: 3 clusters Score -5747312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -5747317.000000 Penalty: 5285.965332
	Iteration 22Q: 3 clusters Score -5747317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -5747317.000000 Penalty: 5285.965332
	Iteration 23Q: 3 clusters Score -5747317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -5747317.000000 Penalty: 5285.965332
	Iteration 24F: 3 clusters Score -5747317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Entering Unmasked Estep 
Score: -2403890.750000 Penalty: 2424.939209
	Iteration 0F: 2 clusters Score -2403891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2391269.000000 Penalty: 4849.878418
	Iteration 0F: 3 clusters Score -2391269 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2395501.750000 Penalty: 4849.878418
	Iteration 1F: 3 clusters Score -2395502 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2395864.250000 Penalty: 4849.878418
	Iteration 2F: 3 clusters Score -2395864 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2396196.750000 Penalty: 4849.878418
	Iteration 3Q: 3 clusters Score -2396197 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2396490.750000 Penalty: 4849.878418
	Iteration 4Q: 3 clusters Score -2396491 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2396793.250000 Penalty: 4849.878418
	Iteration 5Q: 3 clusters Score -2396793 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2397076.000000 Penalty: 4849.878418
	Iteration 6Q: 3 clusters Score -2397076 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2397384.000000 Penalty: 4849.878418
	Iteration 7Q: 3 clusters Score -2397384 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2397715.750000 Penalty: 4849.878418
	Iteration 8Q: 3 clusters Score -2397716 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2398152.250000 Penalty: 4849.878418
	Iteration 9Q: 3 clusters Score -2398152 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2398626.000000 Penalty: 4849.878418
	Iteration 10Q: 3 clusters Score -2398626 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2399107.000000 Penalty: 4849.878418
	Iteration 11Q: 3 clusters Score -2399107 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2399642.500000 Penalty: 4849.878418
	Iteration 12Q: 3 clusters Score -2399642 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2400203.750000 Penalty: 4849.878418
	Iteration 13Q: 3 clusters Score -2400204 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2400745.250000 Penalty: 4849.878418
	Iteration 14Q: 3 clusters Score -2400745 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2401268.000000 Penalty: 4849.878418
	Iteration 15Q: 3 clusters Score -2401268 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2401741.250000 Penalty: 4849.878418
	Iteration 16Q: 3 clusters Score -2401741 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2402162.250000 Penalty: 4849.878418
	Iteration 17Q: 3 clusters Score -2402162 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2402534.750000 Penalty: 4849.878418
	Iteration 18Q: 3 clusters Score -2402535 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2402780.250000 Penalty: 4849.878418
	Iteration 19Q: 3 clusters Score -2402780 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2402972.500000 Penalty: 4849.878418
	Iteration 20F: 3 clusters Score -2402972 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2403103.000000 Penalty: 4849.878418
	Iteration 21Q: 3 clusters Score -2403103 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2403185.750000 Penalty: 4849.878418
	Iteration 22Q: 3 clusters Score -2403186 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2403257.750000 Penalty: 4849.878418
	Iteration 23Q: 3 clusters Score -2403258 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2403302.250000 Penalty: 4849.878418
	Iteration 24Q: 3 clusters Score -2403302 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2403340.250000 Penalty: 4849.878418
	Iteration 25Q: 3 clusters Score -2403340 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2403359.000000 Penalty: 4849.878418
	Iteration 26Q: 3 clusters Score -2403359 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2403377.250000 Penalty: 4849.878418
	Iteration 27Q: 3 clusters Score -2403377 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2403391.250000 Penalty: 4849.878418
	Iteration 28Q: 3 clusters Score -2403391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2403402.500000 Penalty: 4849.878418
	Iteration 29Q: 3 clusters Score -2403402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2403406.250000 Penalty: 4849.878418
	Iteration 30Q: 3 clusters Score -2403406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2403412.000000 Penalty: 4849.878418
	Iteration 31Q: 3 clusters Score -2403412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2403417.250000 Penalty: 4849.878418
	Iteration 32Q: 3 clusters Score -2403417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2403422.500000 Penalty: 4849.878418
	Iteration 33Q: 3 clusters Score -2403422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2403421.750000 Penalty: 4849.878418
	Iteration 34Q: 3 clusters Score -2403422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2403427.250000 Penalty: 4849.878418
	Iteration 35Q: 3 clusters Score -2403427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2403430.500000 Penalty: 4849.878418
	Iteration 36Q: 3 clusters Score -2403430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2403430.750000 Penalty: 4849.878418
	Iteration 37Q: 3 clusters Score -2403431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2403430.750000 Penalty: 4849.878418
	Iteration 38F: 3 clusters Score -2403431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (134355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134355 members 
Entering Unmasked Estep 
Score: -18664634.000000 Penalty: 2928.443848
	Iteration 0F: 2 clusters Score -1.866463e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67074 members 
Mstep: Class 2 contains 67281 members 
Entering Unmasked Estep 
Score: -18576490.000000 Penalty: 5856.887695
	Iteration 0F: 3 clusters Score -1.857649e+07 nChanged 64132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65426 members 
Mstep: Class 2 contains 68929 members 
Entering Unmasked Estep 
Score: -18613238.000000 Penalty: 5856.887695
	Iteration 1F: 3 clusters Score -1.861324e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64457 members 
Mstep: Class 2 contains 69898 members 
Entering Unmasked Estep 
Score: -18614284.000000 Penalty: 5856.887695
	Iteration 2Q: 3 clusters Score -1.861428e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62957 members 
Mstep: Class 2 contains 71398 members 
Entering Unmasked Estep 
Score: -18615698.000000 Penalty: 5856.887695
	Iteration 3Q: 3 clusters Score -1.86157e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60868 members 
Mstep: Class 2 contains 73487 members 
Entering Unmasked Estep 
Score: -18617620.000000 Penalty: 5856.887695
	Iteration 4Q: 3 clusters Score -1.861762e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57884 members 
Mstep: Class 2 contains 76471 members 
Entering Unmasked Estep 
Score: -18620494.000000 Penalty: 5856.887695
	Iteration 5Q: 3 clusters Score -1.862049e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54019 members 
Mstep: Class 2 contains 80336 members 
Entering Unmasked Estep 
Score: -18623996.000000 Penalty: 5856.887695
	Iteration 6Q: 3 clusters Score -1.8624e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 85079 members 
Entering Unmasked Estep 
Score: -18628222.000000 Penalty: 5856.887695
	Iteration 7F: 3 clusters Score -1.862822e+07 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 90622 members 
Entering Unmasked Estep 
Score: -18633188.000000 Penalty: 5856.887695
	Iteration 8F: 3 clusters Score -1.863319e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 96647 members 
Entering Unmasked Estep 
Score: -18638398.000000 Penalty: 5856.887695
	Iteration 9F: 3 clusters Score -1.86384e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 102627 members 
Entering Unmasked Estep 
Score: -18643936.000000 Penalty: 5856.887695
	Iteration 10F: 3 clusters Score -1.864394e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 107806 members 
Entering Unmasked Estep 
Score: -18648520.000000 Penalty: 5856.887695
	Iteration 11Q: 3 clusters Score -1.864852e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 111978 members 
Entering Unmasked Estep 
Score: -18651574.000000 Penalty: 5856.887695
	Iteration 12Q: 3 clusters Score -1.865157e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 115355 members 
Entering Unmasked Estep 
Score: -18653660.000000 Penalty: 5856.887695
	Iteration 13Q: 3 clusters Score -1.865366e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 118278 members 
Entering Unmasked Estep 
Score: -18655132.000000 Penalty: 5856.887695
	Iteration 14Q: 3 clusters Score -1.865513e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 120771 members 
Entering Unmasked Estep 
Score: -18656292.000000 Penalty: 5856.887695
	Iteration 15Q: 3 clusters Score -1.865629e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 122964 members 
Entering Unmasked Estep 
Score: -18657114.000000 Penalty: 5856.887695
	Iteration 16Q: 3 clusters Score -1.865711e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 124912 members 
Entering Unmasked Estep 
Score: -18657962.000000 Penalty: 5856.887695
	Iteration 17Q: 3 clusters Score -1.865796e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 126607 members 
Entering Unmasked Estep 
Score: -18658758.000000 Penalty: 5856.887695
	Iteration 18Q: 3 clusters Score -1.865876e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 128051 members 
Entering Unmasked Estep 
Score: -18659464.000000 Penalty: 5856.887695
	Iteration 19Q: 3 clusters Score -1.865946e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 129285 members 
Entering Unmasked Estep 
Score: -18660096.000000 Penalty: 5856.887695
	Iteration 20F: 3 clusters Score -1.86601e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 130289 members 
Entering Unmasked Estep 
Score: -18660658.000000 Penalty: 5856.887695
	Iteration 21Q: 3 clusters Score -1.866066e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 131040 members 
Entering Unmasked Estep 
Score: -18661026.000000 Penalty: 5856.887695
	Iteration 22Q: 3 clusters Score -1.866103e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 131593 members 
Entering Unmasked Estep 
Score: -18661246.000000 Penalty: 5856.887695
	Iteration 23Q: 3 clusters Score -1.866125e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 132002 members 
Entering Unmasked Estep 
Score: -18661402.000000 Penalty: 5856.887695
	Iteration 24Q: 3 clusters Score -1.86614e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 132319 members 
Entering Unmasked Estep 
Score: -18661574.000000 Penalty: 5856.887695
	Iteration 25Q: 3 clusters Score -1.866157e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 132549 members 
Entering Unmasked Estep 
Score: -18661682.000000 Penalty: 5856.887695
	Iteration 26Q: 3 clusters Score -1.866168e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 132722 members 
Entering Unmasked Estep 
Score: -18661792.000000 Penalty: 5856.887695
	Iteration 27Q: 3 clusters Score -1.866179e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 132845 members 
Entering Unmasked Estep 
Score: -18661850.000000 Penalty: 5856.887695
	Iteration 28Q: 3 clusters Score -1.866185e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 132934 members 
Entering Unmasked Estep 
Score: -18661914.000000 Penalty: 5856.887695
	Iteration 29Q: 3 clusters Score -1.866191e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 133007 members 
Entering Unmasked Estep 
Score: -18661956.000000 Penalty: 5856.887695
	Iteration 30Q: 3 clusters Score -1.866196e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 133059 members 
Entering Unmasked Estep 
Score: -18661968.000000 Penalty: 5856.887695
	Iteration 31Q: 3 clusters Score -1.866197e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 133107 members 
Entering Unmasked Estep 
Score: -18661982.000000 Penalty: 5856.887695
	Iteration 32Q: 3 clusters Score -1.866198e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 133151 members 
Entering Unmasked Estep 
Score: -18662008.000000 Penalty: 5856.887695
	Iteration 33Q: 3 clusters Score -1.866201e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 133181 members 
Entering Unmasked Estep 
Score: -18662032.000000 Penalty: 5856.887695
	Iteration 34Q: 3 clusters Score -1.866203e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 133204 members 
Entering Unmasked Estep 
Score: -18662070.000000 Penalty: 5856.887695
	Iteration 35Q: 3 clusters Score -1.866207e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 133228 members 
Entering Unmasked Estep 
Score: -18662062.000000 Penalty: 5856.887695
	Iteration 36Q: 3 clusters Score -1.866206e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 133242 members 
Entering Unmasked Estep 
Score: -18662066.000000 Penalty: 5856.887695
	Iteration 37Q: 3 clusters Score -1.866207e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 133259 members 
Entering Unmasked Estep 
Score: -18662082.000000 Penalty: 5856.887695
	Iteration 38Q: 3 clusters Score -1.866208e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 133279 members 
Entering Unmasked Estep 
Score: -18662100.000000 Penalty: 5856.887695
	Iteration 39Q: 3 clusters Score -1.86621e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 133298 members 
Entering Unmasked Estep 
Score: -18662114.000000 Penalty: 5856.887695
	Iteration 40F: 3 clusters Score -1.866211e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 133320 members 
Entering Unmasked Estep 
Score: -18662110.000000 Penalty: 5856.887695
	Iteration 41Q: 3 clusters Score -1.866211e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 133335 members 
Entering Unmasked Estep 
Score: -18662124.000000 Penalty: 5856.887695
	Iteration 42Q: 3 clusters Score -1.866212e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 133347 members 
Entering Unmasked Estep 
Score: -18662138.000000 Penalty: 5856.887695
	Iteration 43Q: 3 clusters Score -1.866214e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 133351 members 
Entering Unmasked Estep 
Score: -18662128.000000 Penalty: 5856.887695
	Iteration 44Q: 3 clusters Score -1.866213e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 133363 members 
Entering Unmasked Estep 
Score: -18662148.000000 Penalty: 5856.887695
	Iteration 45Q: 3 clusters Score -1.866215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 133375 members 
Entering Unmasked Estep 
Score: -18662136.000000 Penalty: 5856.887695
	Iteration 46Q: 3 clusters Score -1.866214e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 133387 members 
Entering Unmasked Estep 
Score: -18662142.000000 Penalty: 5856.887695
	Iteration 47Q: 3 clusters Score -1.866214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 133392 members 
Entering Unmasked Estep 
Score: -18662130.000000 Penalty: 5856.887695
	Iteration 48Q: 3 clusters Score -1.866213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 133397 members 
Entering Unmasked Estep 
Score: -18662138.000000 Penalty: 5856.887695
	Iteration 49Q: 3 clusters Score -1.866214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 133404 members 
Entering Unmasked Estep 
Score: -18662132.000000 Penalty: 5856.887695
	Iteration 50Q: 3 clusters Score -1.866213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 133407 members 
Entering Unmasked Estep 
Score: -18662132.000000 Penalty: 5856.887695
	Iteration 51Q: 3 clusters Score -1.866213e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 133416 members 
Entering Unmasked Estep 
Score: -18662154.000000 Penalty: 5856.887695
	Iteration 52Q: 3 clusters Score -1.866215e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 133425 members 
Entering Unmasked Estep 
Score: -18662156.000000 Penalty: 5856.887695
	Iteration 53Q: 3 clusters Score -1.866216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 133432 members 
Entering Unmasked Estep 
Score: -18662158.000000 Penalty: 5856.887695
	Iteration 54Q: 3 clusters Score -1.866216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 133438 members 
Entering Unmasked Estep 
Score: -18662166.000000 Penalty: 5856.887695
	Iteration 55Q: 3 clusters Score -1.866217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 133444 members 
Entering Unmasked Estep 
Score: -18662172.000000 Penalty: 5856.887695
	Iteration 56Q: 3 clusters Score -1.866217e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 133446 members 
Entering Unmasked Estep 
Score: -18662170.000000 Penalty: 5856.887695
	Iteration 57Q: 3 clusters Score -1.866217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 133451 members 
Entering Unmasked Estep 
Score: -18662156.000000 Penalty: 5856.887695
	Iteration 58Q: 3 clusters Score -1.866216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 133451 members 
Entering Unmasked Estep 
Score: -18662166.000000 Penalty: 5856.887695
	Iteration 59Q: 3 clusters Score -1.866217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 133453 members 
Entering Unmasked Estep 
Score: -18662168.000000 Penalty: 5856.887695
	Iteration 60F: 3 clusters Score -1.866217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 133454 members 
Entering Unmasked Estep 
Score: -18662166.000000 Penalty: 5856.887695
	Iteration 61Q: 3 clusters Score -1.866217e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 133454 members 
Entering Unmasked Estep 
Score: -18662166.000000 Penalty: 5856.887695
	Iteration 62F: 3 clusters Score -1.866217e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Entering Unmasked Estep 
Score: -1137792.125000 Penalty: 2243.742920
	Iteration 0F: 2 clusters Score -1137792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1131077.750000 Penalty: 4487.485840
	Iteration 0F: 3 clusters Score -1131078 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1133033.125000 Penalty: 4487.485840
	Iteration 1F: 3 clusters Score -1133033 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1133442.250000 Penalty: 4487.485840
	Iteration 2F: 3 clusters Score -1133442 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1133792.125000 Penalty: 4487.485840
	Iteration 3F: 3 clusters Score -1133792 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1134162.875000 Penalty: 4487.485840
	Iteration 4F: 3 clusters Score -1134163 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1134546.875000 Penalty: 4487.485840
	Iteration 5F: 3 clusters Score -1134547 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1134978.125000 Penalty: 4487.485840
	Iteration 6F: 3 clusters Score -1134978 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1135382.375000 Penalty: 4487.485840
	Iteration 7F: 3 clusters Score -1135382 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1135741.500000 Penalty: 4487.485840
	Iteration 8Q: 3 clusters Score -1135742 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1136008.125000 Penalty: 4487.485840
	Iteration 9Q: 3 clusters Score -1136008 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1136255.000000 Penalty: 4487.485840
	Iteration 10Q: 3 clusters Score -1136255 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1136490.125000 Penalty: 4487.485840
	Iteration 11Q: 3 clusters Score -1136490 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1136700.375000 Penalty: 4487.485840
	Iteration 12Q: 3 clusters Score -1136700 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1136928.500000 Penalty: 4487.485840
	Iteration 13Q: 3 clusters Score -1136928 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1137127.125000 Penalty: 4487.485840
	Iteration 14Q: 3 clusters Score -1137127 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1137281.875000 Penalty: 4487.485840
	Iteration 15Q: 3 clusters Score -1137282 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1137376.000000 Penalty: 4487.485840
	Iteration 16Q: 3 clusters Score -1137376 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1137437.875000 Penalty: 4487.485840
	Iteration 17Q: 3 clusters Score -1137438 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1137464.125000 Penalty: 4487.485840
	Iteration 18Q: 3 clusters Score -1137464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1137477.125000 Penalty: 4487.485840
	Iteration 19Q: 3 clusters Score -1137477 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1137486.625000 Penalty: 4487.485840
	Iteration 20F: 3 clusters Score -1137487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1137500.125000 Penalty: 4487.485840
	Iteration 21Q: 3 clusters Score -1137500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1137501.250000 Penalty: 4487.485840
	Iteration 22Q: 3 clusters Score -1137501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1137505.250000 Penalty: 4487.485840
	Iteration 23Q: 3 clusters Score -1137505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1137509.125000 Penalty: 4487.485840
	Iteration 24Q: 3 clusters Score -1137509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1137511.125000 Penalty: 4487.485840
	Iteration 25Q: 3 clusters Score -1137511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1137512.375000 Penalty: 4487.485840
	Iteration 26Q: 3 clusters Score -1137512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1137518.000000 Penalty: 4487.485840
	Iteration 27Q: 3 clusters Score -1137518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1137518.250000 Penalty: 4487.485840
	Iteration 28Q: 3 clusters Score -1137518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1137521.250000 Penalty: 4487.485840
	Iteration 29Q: 3 clusters Score -1137521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1137521.125000 Penalty: 4487.485840
	Iteration 30Q: 3 clusters Score -1137521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1137523.250000 Penalty: 4487.485840
	Iteration 31Q: 3 clusters Score -1137523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1137522.375000 Penalty: 4487.485840
	Iteration 32Q: 3 clusters Score -1137522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1137521.000000 Penalty: 4487.485840
	Iteration 33Q: 3 clusters Score -1137521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1137523.875000 Penalty: 4487.485840
	Iteration 34Q: 3 clusters Score -1137524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1137525.375000 Penalty: 4487.485840
	Iteration 35Q: 3 clusters Score -1137525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1137523.250000 Penalty: 4487.485840
	Iteration 36Q: 3 clusters Score -1137523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1137523.250000 Penalty: 4487.485840
	Iteration 37F: 3 clusters Score -1137523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Entering Unmasked Estep 
Score: -2937082.000000 Penalty: 2485.902588
	Iteration 0F: 2 clusters Score -2937082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2921543.250000 Penalty: 4971.805176
	Iteration 0F: 3 clusters Score -2921543 nChanged 9953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2927124.000000 Penalty: 4971.805176
	Iteration 1F: 3 clusters Score -2927124 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2928009.000000 Penalty: 4971.805176
	Iteration 2F: 3 clusters Score -2928009 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2928951.250000 Penalty: 4971.805176
	Iteration 3F: 3 clusters Score -2928951 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2929883.250000 Penalty: 4971.805176
	Iteration 4F: 3 clusters Score -2929883 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2930628.000000 Penalty: 4971.805176
	Iteration 5F: 3 clusters Score -2930628 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2931368.500000 Penalty: 4971.805176
	Iteration 6F: 3 clusters Score -2931368 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2931947.500000 Penalty: 4971.805176
	Iteration 7Q: 3 clusters Score -2931948 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2932547.750000 Penalty: 4971.805176
	Iteration 8Q: 3 clusters Score -2932548 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2933149.500000 Penalty: 4971.805176
	Iteration 9Q: 3 clusters Score -2933150 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2933702.500000 Penalty: 4971.805176
	Iteration 10Q: 3 clusters Score -2933702 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2934228.000000 Penalty: 4971.805176
	Iteration 11Q: 3 clusters Score -2934228 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2934718.000000 Penalty: 4971.805176
	Iteration 12Q: 3 clusters Score -2934718 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2935148.000000 Penalty: 4971.805176
	Iteration 13Q: 3 clusters Score -2935148 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2935461.750000 Penalty: 4971.805176
	Iteration 14Q: 3 clusters Score -2935462 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2935720.000000 Penalty: 4971.805176
	Iteration 15Q: 3 clusters Score -2935720 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -2935909.500000 Penalty: 4971.805176
	Iteration 16Q: 3 clusters Score -2935910 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2936045.500000 Penalty: 4971.805176
	Iteration 17Q: 3 clusters Score -2936046 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2936132.500000 Penalty: 4971.805176
	Iteration 18Q: 3 clusters Score -2936132 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2936207.750000 Penalty: 4971.805176
	Iteration 19Q: 3 clusters Score -2936208 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2936266.750000 Penalty: 4971.805176
	Iteration 20F: 3 clusters Score -2936267 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -2936313.000000 Penalty: 4971.805176
	Iteration 21Q: 3 clusters Score -2936313 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2936339.000000 Penalty: 4971.805176
	Iteration 22Q: 3 clusters Score -2936339 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2936374.500000 Penalty: 4971.805176
	Iteration 23Q: 3 clusters Score -2936374 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -2936394.500000 Penalty: 4971.805176
	Iteration 24Q: 3 clusters Score -2936394 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -2936414.750000 Penalty: 4971.805176
	Iteration 25Q: 3 clusters Score -2936415 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -2936431.000000 Penalty: 4971.805176
	Iteration 26Q: 3 clusters Score -2936431 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2936461.500000 Penalty: 4971.805176
	Iteration 27Q: 3 clusters Score -2936462 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2936476.000000 Penalty: 4971.805176
	Iteration 28Q: 3 clusters Score -2936476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2936497.500000 Penalty: 4971.805176
	Iteration 29Q: 3 clusters Score -2936498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2936507.000000 Penalty: 4971.805176
	Iteration 30Q: 3 clusters Score -2936507 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2936522.750000 Penalty: 4971.805176
	Iteration 31Q: 3 clusters Score -2936523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2936542.750000 Penalty: 4971.805176
	Iteration 32Q: 3 clusters Score -2936543 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -2936557.250000 Penalty: 4971.805176
	Iteration 33Q: 3 clusters Score -2936557 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2936581.750000 Penalty: 4971.805176
	Iteration 34Q: 3 clusters Score -2936582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -2936594.750000 Penalty: 4971.805176
	Iteration 35Q: 3 clusters Score -2936595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -2936605.250000 Penalty: 4971.805176
	Iteration 36Q: 3 clusters Score -2936605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2936621.000000 Penalty: 4971.805176
	Iteration 37Q: 3 clusters Score -2936621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -2936628.500000 Penalty: 4971.805176
	Iteration 38Q: 3 clusters Score -2936628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2936637.250000 Penalty: 4971.805176
	Iteration 39Q: 3 clusters Score -2936637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -2936648.750000 Penalty: 4971.805176
	Iteration 40F: 3 clusters Score -2936649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2936655.250000 Penalty: 4971.805176
	Iteration 41Q: 3 clusters Score -2936655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2936659.000000 Penalty: 4971.805176
	Iteration 42Q: 3 clusters Score -2936659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -2936664.250000 Penalty: 4971.805176
	Iteration 43Q: 3 clusters Score -2936664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -2936662.000000 Penalty: 4971.805176
	Iteration 44Q: 3 clusters Score -2936662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2936668.250000 Penalty: 4971.805176
	Iteration 45Q: 3 clusters Score -2936668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -2936666.500000 Penalty: 4971.805176
	Iteration 46Q: 3 clusters Score -2936666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -2936665.500000 Penalty: 4971.805176
	Iteration 47Q: 3 clusters Score -2936666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -2936669.750000 Penalty: 4971.805176
	Iteration 48Q: 3 clusters Score -2936670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -2936669.750000 Penalty: 4971.805176
	Iteration 49F: 3 clusters Score -2936670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Entering Unmasked Estep 
Score: -6635716.000000 Penalty: 2668.928955
	Iteration 0F: 2 clusters Score -6635716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -6603904.500000 Penalty: 5337.857910
	Iteration 0F: 3 clusters Score -6603904 nChanged 21736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -6615896.000000 Penalty: 5337.857910
	Iteration 1F: 3 clusters Score -6615896 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -6616475.500000 Penalty: 5337.857910
	Iteration 2Q: 3 clusters Score -6616476 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -6617020.000000 Penalty: 5337.857910
	Iteration 3Q: 3 clusters Score -6617020 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -6617521.000000 Penalty: 5337.857910
	Iteration 4Q: 3 clusters Score -6617521 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -6618125.000000 Penalty: 5337.857910
	Iteration 5Q: 3 clusters Score -6618125 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -6618884.000000 Penalty: 5337.857910
	Iteration 6Q: 3 clusters Score -6618884 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -6619819.500000 Penalty: 5337.857910
	Iteration 7Q: 3 clusters Score -6619820 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -6621029.000000 Penalty: 5337.857910
	Iteration 8F: 3 clusters Score -6621029 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -6622617.500000 Penalty: 5337.857910
	Iteration 9F: 3 clusters Score -6622618 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -6624482.000000 Penalty: 5337.857910
	Iteration 10F: 3 clusters Score -6624482 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -6626447.000000 Penalty: 5337.857910
	Iteration 11F: 3 clusters Score -6626447 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -6628239.500000 Penalty: 5337.857910
	Iteration 12Q: 3 clusters Score -6628240 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -6629484.500000 Penalty: 5337.857910
	Iteration 13Q: 3 clusters Score -6629484 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -6630210.500000 Penalty: 5337.857910
	Iteration 14Q: 3 clusters Score -6630210 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -6630689.000000 Penalty: 5337.857910
	Iteration 15Q: 3 clusters Score -6630689 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -6631078.000000 Penalty: 5337.857910
	Iteration 16Q: 3 clusters Score -6631078 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -6631487.000000 Penalty: 5337.857910
	Iteration 17Q: 3 clusters Score -6631487 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -6631840.500000 Penalty: 5337.857910
	Iteration 18Q: 3 clusters Score -6631840 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -6632107.000000 Penalty: 5337.857910
	Iteration 19Q: 3 clusters Score -6632107 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -6632375.000000 Penalty: 5337.857910
	Iteration 20F: 3 clusters Score -6632375 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -6632606.000000 Penalty: 5337.857910
	Iteration 21Q: 3 clusters Score -6632606 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -6632824.500000 Penalty: 5337.857910
	Iteration 22Q: 3 clusters Score -6632824 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -6632972.000000 Penalty: 5337.857910
	Iteration 23Q: 3 clusters Score -6632972 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -6633120.000000 Penalty: 5337.857910
	Iteration 24Q: 3 clusters Score -6633120 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -6633284.500000 Penalty: 5337.857910
	Iteration 25Q: 3 clusters Score -6633284 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -6633381.000000 Penalty: 5337.857910
	Iteration 26Q: 3 clusters Score -6633381 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -6633482.000000 Penalty: 5337.857910
	Iteration 27Q: 3 clusters Score -6633482 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -6633553.500000 Penalty: 5337.857910
	Iteration 28Q: 3 clusters Score -6633554 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -6633620.500000 Penalty: 5337.857910
	Iteration 29Q: 3 clusters Score -6633620 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -6633674.000000 Penalty: 5337.857910
	Iteration 30Q: 3 clusters Score -6633674 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -6633738.500000 Penalty: 5337.857910
	Iteration 31Q: 3 clusters Score -6633738 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -6633765.000000 Penalty: 5337.857910
	Iteration 32Q: 3 clusters Score -6633765 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -6633779.500000 Penalty: 5337.857910
	Iteration 33Q: 3 clusters Score -6633780 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -6633826.500000 Penalty: 5337.857910
	Iteration 34Q: 3 clusters Score -6633826 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -6633843.500000 Penalty: 5337.857910
	Iteration 35Q: 3 clusters Score -6633844 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6633885.500000 Penalty: 5337.857910
	Iteration 36Q: 3 clusters Score -6633886 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -6633936.000000 Penalty: 5337.857910
	Iteration 37Q: 3 clusters Score -6633936 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6633962.500000 Penalty: 5337.857910
	Iteration 38Q: 3 clusters Score -6633962 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6634003.500000 Penalty: 5337.857910
	Iteration 39Q: 3 clusters Score -6634004 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6634024.500000 Penalty: 5337.857910
	Iteration 40F: 3 clusters Score -6634024 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6634050.000000 Penalty: 5337.857910
	Iteration 41Q: 3 clusters Score -6634050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6634051.000000 Penalty: 5337.857910
	Iteration 42Q: 3 clusters Score -6634051 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6634052.500000 Penalty: 5337.857910
	Iteration 43Q: 3 clusters Score -6634052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -6634065.000000 Penalty: 5337.857910
	Iteration 44Q: 3 clusters Score -6634065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -6634070.500000 Penalty: 5337.857910
	Iteration 45Q: 3 clusters Score -6634070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -6634085.500000 Penalty: 5337.857910
	Iteration 46Q: 3 clusters Score -6634086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6634084.000000 Penalty: 5337.857910
	Iteration 47Q: 3 clusters Score -6634084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6634089.500000 Penalty: 5337.857910
	Iteration 48Q: 3 clusters Score -6634090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45888 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6634085.500000 Penalty: 5337.857910
	Iteration 49Q: 3 clusters Score -6634086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -6634095.000000 Penalty: 5337.857910
	Iteration 50Q: 3 clusters Score -6634095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6634103.500000 Penalty: 5337.857910
	Iteration 51Q: 3 clusters Score -6634104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6634115.000000 Penalty: 5337.857910
	Iteration 52Q: 3 clusters Score -6634115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6634121.000000 Penalty: 5337.857910
	Iteration 53Q: 3 clusters Score -6634121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -6634118.500000 Penalty: 5337.857910
	Iteration 54Q: 3 clusters Score -6634118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -6634119.000000 Penalty: 5337.857910
	Iteration 55Q: 3 clusters Score -6634119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6634126.500000 Penalty: 5337.857910
	Iteration 56Q: 3 clusters Score -6634126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6634131.500000 Penalty: 5337.857910
	Iteration 57Q: 3 clusters Score -6634132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -6634130.500000 Penalty: 5337.857910
	Iteration 58Q: 3 clusters Score -6634130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6634128.000000 Penalty: 5337.857910
	Iteration 59Q: 3 clusters Score -6634128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6634126.500000 Penalty: 5337.857910
	Iteration 60F: 3 clusters Score -6634126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6634130.500000 Penalty: 5337.857910
	Iteration 61Q: 3 clusters Score -6634130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6634134.000000 Penalty: 5337.857910
	Iteration 62Q: 3 clusters Score -6634134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6634141.500000 Penalty: 5337.857910
	Iteration 63Q: 3 clusters Score -6634142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -6634134.000000 Penalty: 5337.857910
	Iteration 64Q: 3 clusters Score -6634134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6634139.500000 Penalty: 5337.857910
	Iteration 65Q: 3 clusters Score -6634140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6634139.500000 Penalty: 5337.857910
	Iteration 66F: 3 clusters Score -6634140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -76232.664062 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -76232.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -74640.109375 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -74640.11 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74882.351562 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -74882.35 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -75008.054688 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -75008.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -75099.218750 Penalty: 3178.630371
	Iteration 3F: 3 clusters Score -75099.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -75190.226562 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -75190.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -75279.531250 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -75279.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -75387.656250 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -75387.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75572.750000 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -75572.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -75748.531250 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -75748.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -75949.234375 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -75949.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -76036.906250 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -76036.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76096.656250 Penalty: 3178.630371
	Iteration 11Q: 3 clusters Score -76096.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -76133.546875 Penalty: 3178.630371
	Iteration 12Q: 3 clusters Score -76133.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -76163.046875 Penalty: 3178.630371
	Iteration 13Q: 3 clusters Score -76163.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -76177.476562 Penalty: 3178.630371
	Iteration 14Q: 3 clusters Score -76177.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -76192.945312 Penalty: 3178.630371
	Iteration 15Q: 3 clusters Score -76192.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -76192.945312 Penalty: 3178.630371
	Iteration 16F: 3 clusters Score -76192.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Entering Unmasked Estep 
Score: -3559855.000000 Penalty: 2521.655273
	Iteration 0F: 2 clusters Score -3559855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -3541732.750000 Penalty: 5043.310547
	Iteration 0F: 3 clusters Score -3541733 nChanged 11713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3548090.250000 Penalty: 5043.310547
	Iteration 1F: 3 clusters Score -3548090 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -3548624.250000 Penalty: 5043.310547
	Iteration 2F: 3 clusters Score -3548624 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -3549244.500000 Penalty: 5043.310547
	Iteration 3Q: 3 clusters Score -3549244 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -3549922.500000 Penalty: 5043.310547
	Iteration 4F: 3 clusters Score -3549922 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3550791.750000 Penalty: 5043.310547
	Iteration 5F: 3 clusters Score -3550792 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -3551823.000000 Penalty: 5043.310547
	Iteration 6F: 3 clusters Score -3551823 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -3552952.500000 Penalty: 5043.310547
	Iteration 7F: 3 clusters Score -3552952 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -3553918.750000 Penalty: 5043.310547
	Iteration 8F: 3 clusters Score -3553919 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -3554596.750000 Penalty: 5043.310547
	Iteration 9Q: 3 clusters Score -3554597 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3554994.250000 Penalty: 5043.310547
	Iteration 10Q: 3 clusters Score -3554994 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -3555246.250000 Penalty: 5043.310547
	Iteration 11Q: 3 clusters Score -3555246 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -3555459.000000 Penalty: 5043.310547
	Iteration 12Q: 3 clusters Score -3555459 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -3555577.500000 Penalty: 5043.310547
	Iteration 13Q: 3 clusters Score -3555578 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -3555697.250000 Penalty: 5043.310547
	Iteration 14Q: 3 clusters Score -3555697 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -3555764.250000 Penalty: 5043.310547
	Iteration 15Q: 3 clusters Score -3555764 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -3555848.500000 Penalty: 5043.310547
	Iteration 16Q: 3 clusters Score -3555848 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -3555938.500000 Penalty: 5043.310547
	Iteration 17Q: 3 clusters Score -3555938 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -3556026.750000 Penalty: 5043.310547
	Iteration 18Q: 3 clusters Score -3556027 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -3556116.750000 Penalty: 5043.310547
	Iteration 19Q: 3 clusters Score -3556117 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -3556208.250000 Penalty: 5043.310547
	Iteration 20F: 3 clusters Score -3556208 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -3556325.500000 Penalty: 5043.310547
	Iteration 21Q: 3 clusters Score -3556326 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -3556447.750000 Penalty: 5043.310547
	Iteration 22Q: 3 clusters Score -3556448 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -3556575.250000 Penalty: 5043.310547
	Iteration 23Q: 3 clusters Score -3556575 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -3556716.250000 Penalty: 5043.310547
	Iteration 24Q: 3 clusters Score -3556716 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -3556875.750000 Penalty: 5043.310547
	Iteration 25Q: 3 clusters Score -3556876 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -3557041.500000 Penalty: 5043.310547
	Iteration 26Q: 3 clusters Score -3557042 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -3557244.000000 Penalty: 5043.310547
	Iteration 27Q: 3 clusters Score -3557244 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -3557438.500000 Penalty: 5043.310547
	Iteration 28Q: 3 clusters Score -3557438 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -3557601.000000 Penalty: 5043.310547
	Iteration 29Q: 3 clusters Score -3557601 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -3557726.750000 Penalty: 5043.310547
	Iteration 30Q: 3 clusters Score -3557727 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -3557845.250000 Penalty: 5043.310547
	Iteration 31Q: 3 clusters Score -3557845 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -3557932.750000 Penalty: 5043.310547
	Iteration 32Q: 3 clusters Score -3557933 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -3558008.000000 Penalty: 5043.310547
	Iteration 33Q: 3 clusters Score -3558008 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -3558057.250000 Penalty: 5043.310547
	Iteration 34Q: 3 clusters Score -3558057 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -3558092.500000 Penalty: 5043.310547
	Iteration 35Q: 3 clusters Score -3558092 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -3558114.250000 Penalty: 5043.310547
	Iteration 36Q: 3 clusters Score -3558114 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -3558135.750000 Penalty: 5043.310547
	Iteration 37Q: 3 clusters Score -3558136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -3558136.750000 Penalty: 5043.310547
	Iteration 38Q: 3 clusters Score -3558137 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -3558141.750000 Penalty: 5043.310547
	Iteration 39Q: 3 clusters Score -3558142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -3558158.500000 Penalty: 5043.310547
	Iteration 40F: 3 clusters Score -3558158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -3558152.000000 Penalty: 5043.310547
	Iteration 41Q: 3 clusters Score -3558152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -3558157.750000 Penalty: 5043.310547
	Iteration 42Q: 3 clusters Score -3558158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -3558159.000000 Penalty: 5043.310547
	Iteration 43Q: 3 clusters Score -3558159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -3558163.250000 Penalty: 5043.310547
	Iteration 44Q: 3 clusters Score -3558163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -3558164.250000 Penalty: 5043.310547
	Iteration 45Q: 3 clusters Score -3558164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -3558162.000000 Penalty: 5043.310547
	Iteration 46Q: 3 clusters Score -3558162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -3558169.750000 Penalty: 5043.310547
	Iteration 47Q: 3 clusters Score -3558170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -3558169.000000 Penalty: 5043.310547
	Iteration 48Q: 3 clusters Score -3558169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -3558172.500000 Penalty: 5043.310547
	Iteration 49Q: 3 clusters Score -3558172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -3558174.750000 Penalty: 5043.310547
	Iteration 50Q: 3 clusters Score -3558175 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -3558174.750000 Penalty: 5043.310547
	Iteration 51Q: 3 clusters Score -3558175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -3558189.500000 Penalty: 5043.310547
	Iteration 52Q: 3 clusters Score -3558190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -3558187.250000 Penalty: 5043.310547
	Iteration 53Q: 3 clusters Score -3558187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -3558186.500000 Penalty: 5043.310547
	Iteration 54Q: 3 clusters Score -3558186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -3558196.500000 Penalty: 5043.310547
	Iteration 55Q: 3 clusters Score -3558196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -3558191.250000 Penalty: 5043.310547
	Iteration 56Q: 3 clusters Score -3558191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -3558189.250000 Penalty: 5043.310547
	Iteration 57Q: 3 clusters Score -3558189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -3558190.000000 Penalty: 5043.310547
	Iteration 58Q: 3 clusters Score -3558190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -3558188.250000 Penalty: 5043.310547
	Iteration 59Q: 3 clusters Score -3558188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3558192.250000 Penalty: 5043.310547
	Iteration 60F: 3 clusters Score -3558192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -3558185.000000 Penalty: 5043.310547
	Iteration 61Q: 3 clusters Score -3558185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -3558190.500000 Penalty: 5043.310547
	Iteration 62Q: 3 clusters Score -3558190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -3558190.500000 Penalty: 5043.310547
	Iteration 63F: 3 clusters Score -3558190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (130597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130597 members 
Entering Unmasked Estep 
Score: -18269542.000000 Penalty: 2921.408203
	Iteration 0F: 2 clusters Score -1.826954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64991 members 
Mstep: Class 2 contains 65606 members 
Entering Unmasked Estep 
Score: -18184068.000000 Penalty: 5842.816406
	Iteration 0F: 3 clusters Score -1.818407e+07 nChanged 62454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 69054 members 
Entering Unmasked Estep 
Score: -18220552.000000 Penalty: 5842.816406
	Iteration 1F: 3 clusters Score -1.822055e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 71180 members 
Entering Unmasked Estep 
Score: -18221510.000000 Penalty: 5842.816406
	Iteration 2Q: 3 clusters Score -1.822151e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 74445 members 
Entering Unmasked Estep 
Score: -18222894.000000 Penalty: 5842.816406
	Iteration 3Q: 3 clusters Score -1.822289e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51290 members 
Mstep: Class 2 contains 79307 members 
Entering Unmasked Estep 
Score: -18225228.000000 Penalty: 5842.816406
	Iteration 4Q: 3 clusters Score -1.822523e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 86414 members 
Entering Unmasked Estep 
Score: -18229180.000000 Penalty: 5842.816406
	Iteration 5F: 3 clusters Score -1.822918e+07 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 95909 members 
Entering Unmasked Estep 
Score: -18236256.000000 Penalty: 5842.816406
	Iteration 6F: 3 clusters Score -1.823626e+07 nChanged 11553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 107456 members 
Entering Unmasked Estep 
Score: -18246412.000000 Penalty: 5842.816406
	Iteration 7F: 3 clusters Score -1.824641e+07 nChanged 11193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 118649 members 
Entering Unmasked Estep 
Score: -18256354.000000 Penalty: 5842.816406
	Iteration 8F: 3 clusters Score -1.825635e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 125967 members 
Entering Unmasked Estep 
Score: -18262914.000000 Penalty: 5842.816406
	Iteration 9F: 3 clusters Score -1.826291e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 129059 members 
Entering Unmasked Estep 
Score: -18265462.000000 Penalty: 5842.816406
	Iteration 10Q: 3 clusters Score -1.826546e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 129999 members 
Entering Unmasked Estep 
Score: -18266310.000000 Penalty: 5842.816406
	Iteration 11Q: 3 clusters Score -1.826631e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 130246 members 
Entering Unmasked Estep 
Score: -18266646.000000 Penalty: 5842.816406
	Iteration 12Q: 3 clusters Score -1.826665e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 130308 members 
Entering Unmasked Estep 
Score: -18266732.000000 Penalty: 5842.816406
	Iteration 13Q: 3 clusters Score -1.826673e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 130327 members 
Entering Unmasked Estep 
Score: -18266782.000000 Penalty: 5842.816406
	Iteration 14Q: 3 clusters Score -1.826678e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 130335 members 
Entering Unmasked Estep 
Score: -18266818.000000 Penalty: 5842.816406
	Iteration 15Q: 3 clusters Score -1.826682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 130343 members 
Entering Unmasked Estep 
Score: -18266828.000000 Penalty: 5842.816406
	Iteration 16Q: 3 clusters Score -1.826683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 130350 members 
Entering Unmasked Estep 
Score: -18266852.000000 Penalty: 5842.816406
	Iteration 17Q: 3 clusters Score -1.826685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 130351 members 
Entering Unmasked Estep 
Score: -18266860.000000 Penalty: 5842.816406
	Iteration 18Q: 3 clusters Score -1.826686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 130352 members 
Entering Unmasked Estep 
Score: -18266860.000000 Penalty: 5842.816406
	Iteration 19Q: 3 clusters Score -1.826686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 130353 members 
Entering Unmasked Estep 
Score: -18266860.000000 Penalty: 5842.816406
	Iteration 20F: 3 clusters Score -1.826686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 130354 members 
Entering Unmasked Estep 
Score: -18266868.000000 Penalty: 5842.816406
	Iteration 21Q: 3 clusters Score -1.826687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 130354 members 
Entering Unmasked Estep 
Score: -18266868.000000 Penalty: 5842.816406
	Iteration 22F: 3 clusters Score -1.826687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Entering Unmasked Estep 
Score: -993631.312500 Penalty: 2209.188477
	Iteration 0F: 2 clusters Score -993631.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -987652.687500 Penalty: 4418.376953
	Iteration 0F: 3 clusters Score -987652.7 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -989477.500000 Penalty: 4418.376953
	Iteration 1F: 3 clusters Score -989477.5 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -990119.375000 Penalty: 4418.376953
	Iteration 2F: 3 clusters Score -990119.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -990675.250000 Penalty: 4418.376953
	Iteration 3F: 3 clusters Score -990675.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -991138.187500 Penalty: 4418.376953
	Iteration 4F: 3 clusters Score -991138.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -991471.187500 Penalty: 4418.376953
	Iteration 5F: 3 clusters Score -991471.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -991718.562500 Penalty: 4418.376953
	Iteration 6Q: 3 clusters Score -991718.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -991908.937500 Penalty: 4418.376953
	Iteration 7Q: 3 clusters Score -991908.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -992113.625000 Penalty: 4418.376953
	Iteration 8Q: 3 clusters Score -992113.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -992283.187500 Penalty: 4418.376953
	Iteration 9Q: 3 clusters Score -992283.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -992454.125000 Penalty: 4418.376953
	Iteration 10Q: 3 clusters Score -992454.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -992602.250000 Penalty: 4418.376953
	Iteration 11Q: 3 clusters Score -992602.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -992751.750000 Penalty: 4418.376953
	Iteration 12Q: 3 clusters Score -992751.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -992889.312500 Penalty: 4418.376953
	Iteration 13Q: 3 clusters Score -992889.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -993046.062500 Penalty: 4418.376953
	Iteration 14Q: 3 clusters Score -993046.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -993147.187500 Penalty: 4418.376953
	Iteration 15Q: 3 clusters Score -993147.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -993216.750000 Penalty: 4418.376953
	Iteration 16Q: 3 clusters Score -993216.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -993248.500000 Penalty: 4418.376953
	Iteration 17Q: 3 clusters Score -993248.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -993273.375000 Penalty: 4418.376953
	Iteration 18Q: 3 clusters Score -993273.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -993290.375000 Penalty: 4418.376953
	Iteration 19Q: 3 clusters Score -993290.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -993301.250000 Penalty: 4418.376953
	Iteration 20F: 3 clusters Score -993301.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -993308.437500 Penalty: 4418.376953
	Iteration 21Q: 3 clusters Score -993308.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -993311.500000 Penalty: 4418.376953
	Iteration 22Q: 3 clusters Score -993311.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -993316.687500 Penalty: 4418.376953
	Iteration 23Q: 3 clusters Score -993316.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -993326.875000 Penalty: 4418.376953
	Iteration 24Q: 3 clusters Score -993326.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -993335.000000 Penalty: 4418.376953
	Iteration 25Q: 3 clusters Score -993335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -993347.750000 Penalty: 4418.376953
	Iteration 26Q: 3 clusters Score -993347.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -993365.875000 Penalty: 4418.376953
	Iteration 27Q: 3 clusters Score -993365.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -993376.312500 Penalty: 4418.376953
	Iteration 28Q: 3 clusters Score -993376.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -993384.062500 Penalty: 4418.376953
	Iteration 29Q: 3 clusters Score -993384.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -993394.125000 Penalty: 4418.376953
	Iteration 30Q: 3 clusters Score -993394.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -993400.875000 Penalty: 4418.376953
	Iteration 31Q: 3 clusters Score -993400.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -993407.625000 Penalty: 4418.376953
	Iteration 32Q: 3 clusters Score -993407.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -993414.562500 Penalty: 4418.376953
	Iteration 33Q: 3 clusters Score -993414.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -993424.750000 Penalty: 4418.376953
	Iteration 34Q: 3 clusters Score -993424.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -993441.625000 Penalty: 4418.376953
	Iteration 35Q: 3 clusters Score -993441.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -993452.375000 Penalty: 4418.376953
	Iteration 36Q: 3 clusters Score -993452.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -993462.812500 Penalty: 4418.376953
	Iteration 37Q: 3 clusters Score -993462.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -993469.937500 Penalty: 4418.376953
	Iteration 38Q: 3 clusters Score -993469.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -993476.000000 Penalty: 4418.376953
	Iteration 39Q: 3 clusters Score -993476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -993481.937500 Penalty: 4418.376953
	Iteration 40F: 3 clusters Score -993481.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -993483.187500 Penalty: 4418.376953
	Iteration 41Q: 3 clusters Score -993483.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -993483.875000 Penalty: 4418.376953
	Iteration 42Q: 3 clusters Score -993483.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -993485.812500 Penalty: 4418.376953
	Iteration 43Q: 3 clusters Score -993485.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -993487.500000 Penalty: 4418.376953
	Iteration 44Q: 3 clusters Score -993487.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -993486.062500 Penalty: 4418.376953
	Iteration 45Q: 3 clusters Score -993486.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -993486.062500 Penalty: 4418.376953
	Iteration 46F: 3 clusters Score -993486.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -762516.187500 Penalty: 2139.081787
	Iteration 0F: 2 clusters Score -762516.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -757635.500000 Penalty: 4278.163574
	Iteration 0F: 3 clusters Score -757635.5 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -758834.812500 Penalty: 4278.163574
	Iteration 1F: 3 clusters Score -758834.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -759058.937500 Penalty: 4278.163574
	Iteration 2F: 3 clusters Score -759058.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -759188.875000 Penalty: 4278.163574
	Iteration 3F: 3 clusters Score -759188.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -759263.875000 Penalty: 4278.163574
	Iteration 4Q: 3 clusters Score -759263.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -759325.625000 Penalty: 4278.163574
	Iteration 5Q: 3 clusters Score -759325.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -759384.500000 Penalty: 4278.163574
	Iteration 6Q: 3 clusters Score -759384.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -759444.375000 Penalty: 4278.163574
	Iteration 7Q: 3 clusters Score -759444.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -759502.312500 Penalty: 4278.163574
	Iteration 8Q: 3 clusters Score -759502.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -759563.250000 Penalty: 4278.163574
	Iteration 9Q: 3 clusters Score -759563.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -759609.812500 Penalty: 4278.163574
	Iteration 10Q: 3 clusters Score -759609.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -759658.062500 Penalty: 4278.163574
	Iteration 11Q: 3 clusters Score -759658.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -759700.000000 Penalty: 4278.163574
	Iteration 12Q: 3 clusters Score -759700 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -759740.437500 Penalty: 4278.163574
	Iteration 13Q: 3 clusters Score -759740.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -759797.687500 Penalty: 4278.163574
	Iteration 14Q: 3 clusters Score -759797.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -759854.187500 Penalty: 4278.163574
	Iteration 15Q: 3 clusters Score -759854.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -759901.937500 Penalty: 4278.163574
	Iteration 16Q: 3 clusters Score -759901.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -759956.125000 Penalty: 4278.163574
	Iteration 17Q: 3 clusters Score -759956.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -760018.687500 Penalty: 4278.163574
	Iteration 18Q: 3 clusters Score -760018.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -760070.500000 Penalty: 4278.163574
	Iteration 19Q: 3 clusters Score -760070.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -760119.750000 Penalty: 4278.163574
	Iteration 20F: 3 clusters Score -760119.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -760167.312500 Penalty: 4278.163574
	Iteration 21Q: 3 clusters Score -760167.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -760215.437500 Penalty: 4278.163574
	Iteration 22Q: 3 clusters Score -760215.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -760262.937500 Penalty: 4278.163574
	Iteration 23Q: 3 clusters Score -760262.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -760319.625000 Penalty: 4278.163574
	Iteration 24Q: 3 clusters Score -760319.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -760369.937500 Penalty: 4278.163574
	Iteration 25Q: 3 clusters Score -760369.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -760400.687500 Penalty: 4278.163574
	Iteration 26Q: 3 clusters Score -760400.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -760433.000000 Penalty: 4278.163574
	Iteration 27Q: 3 clusters Score -760433 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -760474.375000 Penalty: 4278.163574
	Iteration 28Q: 3 clusters Score -760474.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -760509.500000 Penalty: 4278.163574
	Iteration 29Q: 3 clusters Score -760509.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -760543.187500 Penalty: 4278.163574
	Iteration 30Q: 3 clusters Score -760543.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -760567.250000 Penalty: 4278.163574
	Iteration 31Q: 3 clusters Score -760567.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -760576.625000 Penalty: 4278.163574
	Iteration 32Q: 3 clusters Score -760576.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -760584.937500 Penalty: 4278.163574
	Iteration 33Q: 3 clusters Score -760584.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -760592.000000 Penalty: 4278.163574
	Iteration 34Q: 3 clusters Score -760592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -760599.437500 Penalty: 4278.163574
	Iteration 35Q: 3 clusters Score -760599.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -760607.687500 Penalty: 4278.163574
	Iteration 36Q: 3 clusters Score -760607.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -760615.187500 Penalty: 4278.163574
	Iteration 37Q: 3 clusters Score -760615.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -760621.187500 Penalty: 4278.163574
	Iteration 38Q: 3 clusters Score -760621.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -760627.312500 Penalty: 4278.163574
	Iteration 39Q: 3 clusters Score -760627.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -760634.312500 Penalty: 4278.163574
	Iteration 40F: 3 clusters Score -760634.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -760640.062500 Penalty: 4278.163574
	Iteration 41Q: 3 clusters Score -760640.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -760643.312500 Penalty: 4278.163574
	Iteration 42Q: 3 clusters Score -760643.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -760647.125000 Penalty: 4278.163574
	Iteration 43Q: 3 clusters Score -760647.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -760651.437500 Penalty: 4278.163574
	Iteration 44Q: 3 clusters Score -760651.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -760651.875000 Penalty: 4278.163574
	Iteration 45Q: 3 clusters Score -760651.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -760655.875000 Penalty: 4278.163574
	Iteration 46Q: 3 clusters Score -760655.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -760657.437500 Penalty: 4278.163574
	Iteration 47Q: 3 clusters Score -760657.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -760658.750000 Penalty: 4278.163574
	Iteration 48Q: 3 clusters Score -760658.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -760659.937500 Penalty: 4278.163574
	Iteration 49Q: 3 clusters Score -760659.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -760660.000000 Penalty: 4278.163574
	Iteration 50Q: 3 clusters Score -760660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -760662.750000 Penalty: 4278.163574
	Iteration 51Q: 3 clusters Score -760662.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -760662.750000 Penalty: 4278.163574
	Iteration 52F: 3 clusters Score -760662.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Entering Unmasked Estep 
Score: -1032439.437500 Penalty: 2213.842285
	Iteration 0F: 2 clusters Score -1032439 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 3753 members 
Entering Unmasked Estep 
Score: -1026308.937500 Penalty: 4427.684570
	Iteration 0F: 3 clusters Score -1026309 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1027975.937500 Penalty: 4427.684570
	Iteration 1F: 3 clusters Score -1027976 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1028304.750000 Penalty: 4427.684570
	Iteration 2F: 3 clusters Score -1028305 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1028563.875000 Penalty: 4427.684570
	Iteration 3F: 3 clusters Score -1028564 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1028800.812500 Penalty: 4427.684570
	Iteration 4F: 3 clusters Score -1028801 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1029022.000000 Penalty: 4427.684570
	Iteration 5Q: 3 clusters Score -1029022 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1029239.375000 Penalty: 4427.684570
	Iteration 6Q: 3 clusters Score -1029239 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1029455.687500 Penalty: 4427.684570
	Iteration 7Q: 3 clusters Score -1029456 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1029673.250000 Penalty: 4427.684570
	Iteration 8Q: 3 clusters Score -1029673 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1029893.500000 Penalty: 4427.684570
	Iteration 9Q: 3 clusters Score -1029894 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1030083.937500 Penalty: 4427.684570
	Iteration 10Q: 3 clusters Score -1030084 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1030243.562500 Penalty: 4427.684570
	Iteration 11Q: 3 clusters Score -1030244 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1030369.875000 Penalty: 4427.684570
	Iteration 12Q: 3 clusters Score -1030370 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1030475.875000 Penalty: 4427.684570
	Iteration 13Q: 3 clusters Score -1030476 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1030556.875000 Penalty: 4427.684570
	Iteration 14Q: 3 clusters Score -1030557 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1030621.125000 Penalty: 4427.684570
	Iteration 15Q: 3 clusters Score -1030621 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1030661.187500 Penalty: 4427.684570
	Iteration 16Q: 3 clusters Score -1030661 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1030693.062500 Penalty: 4427.684570
	Iteration 17Q: 3 clusters Score -1030693 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1030716.500000 Penalty: 4427.684570
	Iteration 18Q: 3 clusters Score -1030716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1030731.687500 Penalty: 4427.684570
	Iteration 19Q: 3 clusters Score -1030732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1030749.812500 Penalty: 4427.684570
	Iteration 20F: 3 clusters Score -1030750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1030762.875000 Penalty: 4427.684570
	Iteration 21Q: 3 clusters Score -1030763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1030773.937500 Penalty: 4427.684570
	Iteration 22Q: 3 clusters Score -1030774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1030781.625000 Penalty: 4427.684570
	Iteration 23Q: 3 clusters Score -1030782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1030786.000000 Penalty: 4427.684570
	Iteration 24Q: 3 clusters Score -1030786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1030791.687500 Penalty: 4427.684570
	Iteration 25Q: 3 clusters Score -1030792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1030795.875000 Penalty: 4427.684570
	Iteration 26Q: 3 clusters Score -1030796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1030800.250000 Penalty: 4427.684570
	Iteration 27Q: 3 clusters Score -1030800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1030801.250000 Penalty: 4427.684570
	Iteration 28Q: 3 clusters Score -1030801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1030805.437500 Penalty: 4427.684570
	Iteration 29Q: 3 clusters Score -1030805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1030807.062500 Penalty: 4427.684570
	Iteration 30Q: 3 clusters Score -1030807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1030807.125000 Penalty: 4427.684570
	Iteration 31Q: 3 clusters Score -1030807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1030811.125000 Penalty: 4427.684570
	Iteration 32Q: 3 clusters Score -1030811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1030814.062500 Penalty: 4427.684570
	Iteration 33Q: 3 clusters Score -1030814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1030817.750000 Penalty: 4427.684570
	Iteration 34Q: 3 clusters Score -1030818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1030820.312500 Penalty: 4427.684570
	Iteration 35Q: 3 clusters Score -1030820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1030821.625000 Penalty: 4427.684570
	Iteration 36Q: 3 clusters Score -1030822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1030823.937500 Penalty: 4427.684570
	Iteration 37Q: 3 clusters Score -1030824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1030824.812500 Penalty: 4427.684570
	Iteration 38Q: 3 clusters Score -1030825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1030825.562500 Penalty: 4427.684570
	Iteration 39Q: 3 clusters Score -1030826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1030825.562500 Penalty: 4427.684570
	Iteration 40F: 3 clusters Score -1030826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Entering Unmasked Estep 
Score: -5998681.500000 Penalty: 2648.739502
	Iteration 0F: 2 clusters Score -5998682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -5969359.000000 Penalty: 5297.479004
	Iteration 0F: 3 clusters Score -5969359 nChanged 19973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -5980400.000000 Penalty: 5297.479004
	Iteration 1F: 3 clusters Score -5980400 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -5981036.000000 Penalty: 5297.479004
	Iteration 2Q: 3 clusters Score -5981036 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -5981705.500000 Penalty: 5297.479004
	Iteration 3Q: 3 clusters Score -5981706 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -5982410.500000 Penalty: 5297.479004
	Iteration 4Q: 3 clusters Score -5982410 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -5983246.000000 Penalty: 5297.479004
	Iteration 5Q: 3 clusters Score -5983246 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -5984196.000000 Penalty: 5297.479004
	Iteration 6Q: 3 clusters Score -5984196 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -5985265.500000 Penalty: 5297.479004
	Iteration 7Q: 3 clusters Score -5985266 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -5986343.000000 Penalty: 5297.479004
	Iteration 8F: 3 clusters Score -5986343 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -5987318.500000 Penalty: 5297.479004
	Iteration 9Q: 3 clusters Score -5987318 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -5988219.000000 Penalty: 5297.479004
	Iteration 10Q: 3 clusters Score -5988219 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -5988945.000000 Penalty: 5297.479004
	Iteration 11Q: 3 clusters Score -5988945 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5989626 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -5990301.500000 Penalty: 5297.479004
	Iteration 13Q: 3 clusters Score -5990302 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -5990923.500000 Penalty: 5297.479004
	Iteration 14Q: 3 clusters Score -5990924 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -5991535.500000 Penalty: 5297.479004
	Iteration 15Q: 3 clusters Score -5991536 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -5992125.500000 Penalty: 5297.479004
	Iteration 16Q: 3 clusters Score -5992126 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5992600 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5993092 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5993499 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -5993849.500000 Penalty: 5297.479004
	Iteration 20F: 3 clusters Score -5993850 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -5994170.500000 Penalty: 5297.479004
	Iteration 21Q: 3 clusters Score -5994170 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5994425 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5994612 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5994782 nChanged 349
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5994906 nChanged 323
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5994979 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5995070 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5995125 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -5995175.500000 Penalty: 5297.479004
	Iteration 29Q: 3 clusters Score -5995176 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -5995223.500000 Penalty: 5297.479004
	Iteration 30Q: 3 clusters Score -5995224 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5995257 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -5995303.500000 Penalty: 5297.479004
	Iteration 32Q: 3 clusters Score -5995304 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5995304 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -5995339.500000 Penalty: 5297.479004
	Iteration 34Q: 3 clusters Score -5995340 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5995372 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5995398 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -5995431.500000 Penalty: 5297.479004
	Iteration 37Q: 3 clusters Score -5995432 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5995434 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5995464 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5995482 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5995494 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5995479 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5995493 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5995515 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5995508 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5995524 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5995536 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5995552 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5995553 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -5995562.500000 Penalty: 5297.479004
	Iteration 50Q: 3 clusters Score -5995562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -5995571.000000 Penalty: 5297.479004
	Iteration 51Q: 3 clusters Score -5995571 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5995574 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -5995581.500000 Penalty: 5297.479004
	Iteration 53Q: 3 clusters Score -5995582 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -5995599.500000 Penalty: 5297.479004
	Iteration 54Q: 3 clusters Score -5995600 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -5995623.000000 Penalty: 5297.479004
	Iteration 55Q: 3 clusters Score -5995623 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5995616 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -5995626.000000 Penalty: 5297.479004
	Iteration 57Q: 3 clusters Score -5995626 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -5995639.500000 Penalty: 5297.479004
	Iteration 58Q: 3 clusters Score -5995640 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -5995638.500000 Penalty: 5297.479004
	Iteration 59Q: 3 clusters Score -5995638 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -5995654.000000 Penalty: 5297.479004
	Iteration 60F: 3 clusters Score -5995654 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5995656 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5995656 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -5995660.000000 Penalty: 5297.479004
	Iteration 63Q: 3 clusters Score -5995660 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -5995677.500000 Penalty: 5297.479004
	Iteration 64Q: 3 clusters Score -5995678 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -5995690.000000 Penalty: 5297.479004
	Iteration 65Q: 3 clusters Score -5995690 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -5995694.500000 Penalty: 5297.479004
	Iteration 66Q: 3 clusters Score -5995694 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -5995727.000000 Penalty: 5297.479004
	Iteration 67Q: 3 clusters Score -5995727 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -5995730.500000 Penalty: 5297.479004
	Iteration 68Q: 3 clusters Score -5995730 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5995749 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -5995752.500000 Penalty: 5297.479004
	Iteration 70Q: 3 clusters Score -5995752 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5995749 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5995762 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5995772 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -5995791.500000 Penalty: 5297.479004
	Iteration 74Q: 3 clusters Score -5995792 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -5995807.500000 Penalty: 5297.479004
	Iteration 75Q: 3 clusters Score -5995808 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -5995815.500000 Penalty: 5297.479004
	Iteration 76Q: 3 clusters Score -5995816 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -5995826.000000 Penalty: 5297.479004
	Iteration 77Q: 3 clusters Score -5995826 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -5995857.000000 Penalty: 5297.479004
	Iteration 78Q: 3 clusters Score -5995857 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -5995880.500000 Penalty: 5297.479004
	Iteration 79Q: 3 clusters Score -5995880 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -5995886.000000 Penalty: 5297.479004
	Iteration 80F: 3 clusters Score -5995886 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -5995900.000000 Penalty: 5297.479004
	Iteration 81Q: 3 clusters Score -5995900 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -5995922.500000 Penalty: 5297.479004
	Iteration 82Q: 3 clusters Score -5995922 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5995925 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -5995939.500000 Penalty: 5297.479004
	Iteration 84Q: 3 clusters Score -5995940 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -5995958.500000 Penalty: 5297.479004
	Iteration 85Q: 3 clusters Score -5995958 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5995989 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5995996 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -5996004.000000 Penalty: 5297.479004
	Iteration 88Q: 3 clusters Score -5996004 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -5996014.000000 Penalty: 5297.479004
	Iteration 89Q: 3 clusters Score -5996014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -5996043.500000 Penalty: 5297.479004
	Iteration 90Q: 3 clusters Score -5996044 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -5996054.500000 Penalty: 5297.479004
	Iteration 91Q: 3 clusters Score -5996054 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -5996071.500000 Penalty: 5297.479004
	Iteration 92Q: 3 clusters Score -5996072 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -5996084.500000 Penalty: 5297.479004
	Iteration 93Q: 3 clusters Score -5996084 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -5996101.000000 Penalty: 5297.479004
	Iteration 94Q: 3 clusters Score -5996101 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -5996103.500000 Penalty: 5297.479004
	Iteration 95Q: 3 clusters Score -5996104 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -5996121.000000 Penalty: 5297.479004
	Iteration 96Q: 3 clusters Score -5996121 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -5996145.500000 Penalty: 5297.479004
	Iteration 97Q: 3 clusters Score -5996146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -5996153.500000 Penalty: 5297.479004
	Iteration 98Q: 3 clusters Score -5996154 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -5996178.000000 Penalty: 5297.479004
	Iteration 99Q: 3 clusters Score -5996178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -5996189.000000 Penalty: 5297.479004
	Iteration 100F: 3 clusters Score -5996189 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -5996201.000000 Penalty: 5297.479004
	Iteration 101Q: 3 clusters Score -5996201 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -5996211.500000 Penalty: 5297.479004
	Iteration 102Q: 3 clusters Score -5996212 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5996210 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -5996219.500000 Penalty: 5297.479004
	Iteration 104Q: 3 clusters Score -5996220 nChanged 25
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Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -5996226.500000 Penalty: 5297.479004
	Iteration 105Q: 3 clusters Score -5996226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -5996238.000000 Penalty: 5297.479004
	Iteration 106Q: 3 clusters Score -5996238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -5996248.000000 Penalty: 5297.479004
	Iteration 107Q: 3 clusters Score -5996248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -5996247.500000 Penalty: 5297.479004
	Iteration 108Q: 3 clusters Score -5996248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -5996246.000000 Penalty: 5297.479004
	Iteration 109Q: 3 clusters Score -5996246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -5996248.500000 Penalty: 5297.479004
	Iteration 110Q: 3 clusters Score -5996248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -5996245.000000 Penalty: 5297.479004
	Iteration 111Q: 3 clusters Score -5996245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -5996245.000000 Penalty: 5297.479004
	Iteration 112Q: 3 clusters Score -5996245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -5996252.500000 Penalty: 5297.479004
	Iteration 113Q: 3 clusters Score -5996252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -5996262.500000 Penalty: 5297.479004
	Iteration 114Q: 3 clusters Score -5996262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -5996260.500000 Penalty: 5297.479004
	Iteration 115Q: 3 clusters Score -5996260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -5996270.000000 Penalty: 5297.479004
	Iteration 116Q: 3 clusters Score -5996270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -5996268.000000 Penalty: 5297.479004
	Iteration 117Q: 3 clusters Score -5996268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -5996272.000000 Penalty: 5297.479004
	Iteration 118Q: 3 clusters Score -5996272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -5996268.000000 Penalty: 5297.479004
	Iteration 119Q: 3 clusters Score -5996268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -5996264.500000 Penalty: 5297.479004
	Iteration 120F: 3 clusters Score -5996264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -5996266.000000 Penalty: 5297.479004
	Iteration 121Q: 3 clusters Score -5996266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -5996268.000000 Penalty: 5297.479004
	Iteration 122Q: 3 clusters Score -5996268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -5996271.000000 Penalty: 5297.479004
	Iteration 123Q: 3 clusters Score -5996271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -5996274.000000 Penalty: 5297.479004
	Iteration 124Q: 3 clusters Score -5996274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -5996274.500000 Penalty: 5297.479004
	Iteration 125Q: 3 clusters Score -5996274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -5996282.000000 Penalty: 5297.479004
	Iteration 126Q: 3 clusters Score -5996282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -5996279.000000 Penalty: 5297.479004
	Iteration 127Q: 3 clusters Score -5996279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -5996285.500000 Penalty: 5297.479004
	Iteration 128Q: 3 clusters Score -5996286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -5996278.000000 Penalty: 5297.479004
	Iteration 129Q: 3 clusters Score -5996278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -5996289.000000 Penalty: 5297.479004
	Iteration 130Q: 3 clusters Score -5996289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -5996290.500000 Penalty: 5297.479004
	Iteration 131Q: 3 clusters Score -5996290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -5996294.000000 Penalty: 5297.479004
	Iteration 132Q: 3 clusters Score -5996294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -5996291.000000 Penalty: 5297.479004
	Iteration 133Q: 3 clusters Score -5996291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -5996303.000000 Penalty: 5297.479004
	Iteration 134Q: 3 clusters Score -5996303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -5996303.500000 Penalty: 5297.479004
	Iteration 135Q: 3 clusters Score -5996304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -5996307.000000 Penalty: 5297.479004
	Iteration 136Q: 3 clusters Score -5996307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -5996309.000000 Penalty: 5297.479004
	Iteration 137Q: 3 clusters Score -5996309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -5996316.500000 Penalty: 5297.479004
	Iteration 138Q: 3 clusters Score -5996316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -5996317.500000 Penalty: 5297.479004
	Iteration 139Q: 3 clusters Score -5996318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -5996315.500000 Penalty: 5297.479004
	Iteration 140F: 3 clusters Score -5996316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -5996317.000000 Penalty: 5297.479004
	Iteration 141Q: 3 clusters Score -5996317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -5996329.000000 Penalty: 5297.479004
	Iteration 142Q: 3 clusters Score -5996329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -5996327.000000 Penalty: 5297.479004
	Iteration 143Q: 3 clusters Score -5996327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -5996337.000000 Penalty: 5297.479004
	Iteration 144Q: 3 clusters Score -5996337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -5996351.000000 Penalty: 5297.479004
	Iteration 145Q: 3 clusters Score -5996351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -5996344.000000 Penalty: 5297.479004
	Iteration 146Q: 3 clusters Score -5996344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -5996354.500000 Penalty: 5297.479004
	Iteration 147Q: 3 clusters Score -5996354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -5996351.000000 Penalty: 5297.479004
	Iteration 148Q: 3 clusters Score -5996351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -5996351.000000 Penalty: 5297.479004
	Iteration 149Q: 3 clusters Score -5996351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -5996350.500000 Penalty: 5297.479004
	Iteration 150Q: 3 clusters Score -5996350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -5996349.000000 Penalty: 5297.479004
	Iteration 151Q: 3 clusters Score -5996349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -5996354.500000 Penalty: 5297.479004
	Iteration 152Q: 3 clusters Score -5996354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -5996362.000000 Penalty: 5297.479004
	Iteration 153Q: 3 clusters Score -5996362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -5996361.000000 Penalty: 5297.479004
	Iteration 154Q: 3 clusters Score -5996361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -5996347.500000 Penalty: 5297.479004
	Iteration 155Q: 3 clusters Score -5996348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -5996359.000000 Penalty: 5297.479004
	Iteration 156Q: 3 clusters Score -5996359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -5996369.500000 Penalty: 5297.479004
	Iteration 157Q: 3 clusters Score -5996370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -5996371.000000 Penalty: 5297.479004
	Iteration 158Q: 3 clusters Score -5996371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -5996364.500000 Penalty: 5297.479004
	Iteration 159Q: 3 clusters Score -5996364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -5996363.000000 Penalty: 5297.479004
	Iteration 160F: 3 clusters Score -5996363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -5996358.000000 Penalty: 5297.479004
	Iteration 161Q: 3 clusters Score -5996358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -5996361.000000 Penalty: 5297.479004
	Iteration 162Q: 3 clusters Score -5996361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -5996361.000000 Penalty: 5297.479004
	Iteration 163F: 3 clusters Score -5996361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (125004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125004 members 
Entering Unmasked Estep 
Score: -17295552.000000 Penalty: 2910.552979
	Iteration 0F: 2 clusters Score -1.729555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62632 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -17212336.000000 Penalty: 5821.105957
	Iteration 0F: 3 clusters Score -1.721234e+07 nChanged 59574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65378 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -17246746.000000 Penalty: 5821.105957
	Iteration 1F: 3 clusters Score -1.724675e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67044 members 
Mstep: Class 2 contains 57960 members 
Entering Unmasked Estep 
Score: -17247678.000000 Penalty: 5821.105957
	Iteration 2Q: 3 clusters Score -1.724768e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 55444 members 
Entering Unmasked Estep 
Score: -17248836.000000 Penalty: 5821.105957
	Iteration 3Q: 3 clusters Score -1.724884e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73149 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -17250590.000000 Penalty: 5821.105957
	Iteration 4Q: 3 clusters Score -1.725059e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78297 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -17253212.000000 Penalty: 5821.105957
	Iteration 5Q: 3 clusters Score -1.725321e+07 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85557 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -17257810.000000 Penalty: 5821.105957
	Iteration 6F: 3 clusters Score -1.725781e+07 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94809 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -17264910.000000 Penalty: 5821.105957
	Iteration 7F: 3 clusters Score -1.726491e+07 nChanged 10579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105366 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -17274178.000000 Penalty: 5821.105957
	Iteration 8F: 3 clusters Score -1.727418e+07 nChanged 9604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114970 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -17283624.000000 Penalty: 5821.105957
	Iteration 9F: 3 clusters Score -1.728362e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121264 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -17289446.000000 Penalty: 5821.105957
	Iteration 10F: 3 clusters Score -1.728945e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123834 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -17291830.000000 Penalty: 5821.105957
	Iteration 11Q: 3 clusters Score -1.729183e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124574 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -17292528.000000 Penalty: 5821.105957
	Iteration 12Q: 3 clusters Score -1.729253e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124730 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -17292736.000000 Penalty: 5821.105957
	Iteration 13Q: 3 clusters Score -1.729274e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124781 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -17292812.000000 Penalty: 5821.105957
	Iteration 14Q: 3 clusters Score -1.729281e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124797 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -17292848.000000 Penalty: 5821.105957
	Iteration 15Q: 3 clusters Score -1.729285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124799 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17292864.000000 Penalty: 5821.105957
	Iteration 16Q: 3 clusters Score -1.729286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124806 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17292892.000000 Penalty: 5821.105957
	Iteration 17Q: 3 clusters Score -1.729289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124808 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17292906.000000 Penalty: 5821.105957
	Iteration 18Q: 3 clusters Score -1.729291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124812 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17292914.000000 Penalty: 5821.105957
	Iteration 19Q: 3 clusters Score -1.729291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124816 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -17292930.000000 Penalty: 5821.105957
	Iteration 20F: 3 clusters Score -1.729293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -76979.851562 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -76979.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75445.476562 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -75445.48 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75724.757812 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -75724.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75847.335938 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -75847.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76003.765625 Penalty: 3194.709473
	Iteration 3F: 3 clusters Score -76003.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76246.617188 Penalty: 3194.709473
	Iteration 4F: 3 clusters Score -76246.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -76391.539062 Penalty: 3194.709473
	Iteration 5F: 3 clusters Score -76391.54 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -76605.492188 Penalty: 3194.709473
	Iteration 6F: 3 clusters Score -76605.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -76842.656250 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -76842.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -76950.671875 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -76950.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -77008.351562 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -77008.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -77047.171875 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -77047.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -77076.773438 Penalty: 3194.709473
	Iteration 11Q: 3 clusters Score -77076.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -77178.531250 Penalty: 3194.709473
	Iteration 12Q: 3 clusters Score -77178.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -77382.546875 Penalty: 3194.709473
	Iteration 13Q: 3 clusters Score -77382.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -77614.281250 Penalty: 3194.709473
	Iteration 14Q: 3 clusters Score -77614.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -77915.460938 Penalty: 3194.709473
	Iteration 15Q: 3 clusters Score -77915.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -78100.523438 Penalty: 3194.709473
	Iteration 16Q: 3 clusters Score -78100.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -78122.789062 Penalty: 3194.709473
	Iteration 17Q: 3 clusters Score -78122.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -78122.789062 Penalty: 3194.709473
	Iteration 18F: 3 clusters Score -78122.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 152512 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44423 members 
Mstep: Class 6 contains 32709 members 
Mstep: Class 7 contains 42497 members 
Mstep: Class 8 contains 17641 members 
Mstep: Class 9 contains 134355 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22557 members 
Mstep: Class 12 contains 47184 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26055 members 
Mstep: Class 15 contains 130597 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43495 members 
Mstep: Class 20 contains 125004 members 
Mstep: Class 21 contains 477 members 
Mstep: Class 22 contains 31771 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44107 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65148 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Mstep: Class 33 contains 150 members 
Entering Unmasked Estep 
Score: -142956592.000000 Penalty: 113492.750000
Splitting cluster 21 changes total score from -142957216.000000 to -142956592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (31771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Entering Unmasked Estep 
Score: -4466311.500000 Penalty: 2570.844727
	Iteration 0F: 2 clusters Score -4466312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -4444570.500000 Penalty: 5141.689453
	Iteration 0F: 3 clusters Score -4444570 nChanged 14349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -4452572.500000 Penalty: 5141.689453
	Iteration 1F: 3 clusters Score -4452572 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -4453289.500000 Penalty: 5141.689453
	Iteration 2Q: 3 clusters Score -4453290 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -4454137.000000 Penalty: 5141.689453
	Iteration 3F: 3 clusters Score -4454137 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -4455070.500000 Penalty: 5141.689453
	Iteration 4F: 3 clusters Score -4455070 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -4456166.500000 Penalty: 5141.689453
	Iteration 5F: 3 clusters Score -4456166 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -4457560.500000 Penalty: 5141.689453
	Iteration 6F: 3 clusters Score -4457560 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -4459217.000000 Penalty: 5141.689453
	Iteration 7F: 3 clusters Score -4459217 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -4460915.500000 Penalty: 5141.689453
	Iteration 8F: 3 clusters Score -4460916 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -4462311.000000 Penalty: 5141.689453
	Iteration 9F: 3 clusters Score -4462311 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -4463365.000000 Penalty: 5141.689453
	Iteration 10Q: 3 clusters Score -4463365 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -4464062.000000 Penalty: 5141.689453
	Iteration 11Q: 3 clusters Score -4464062 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -4464524.000000 Penalty: 5141.689453
	Iteration 12Q: 3 clusters Score -4464524 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -4464831.500000 Penalty: 5141.689453
	Iteration 13Q: 3 clusters Score -4464832 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -4465016.500000 Penalty: 5141.689453
	Iteration 14Q: 3 clusters Score -4465016 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4465177.500000 Penalty: 5141.689453
	Iteration 15Q: 3 clusters Score -4465178 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4465284.000000 Penalty: 5141.689453
	Iteration 16Q: 3 clusters Score -4465284 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4465367.000000 Penalty: 5141.689453
	Iteration 17Q: 3 clusters Score -4465367 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4465424.500000 Penalty: 5141.689453
	Iteration 18Q: 3 clusters Score -4465424 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4465454.000000 Penalty: 5141.689453
	Iteration 19Q: 3 clusters Score -4465454 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4465473.000000 Penalty: 5141.689453
	Iteration 20F: 3 clusters Score -4465473 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4465484.500000 Penalty: 5141.689453
	Iteration 21Q: 3 clusters Score -4465484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4465498.000000 Penalty: 5141.689453
	Iteration 22Q: 3 clusters Score -4465498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4465509.500000 Penalty: 5141.689453
	Iteration 23Q: 3 clusters Score -4465510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4465512.500000 Penalty: 5141.689453
	Iteration 24Q: 3 clusters Score -4465512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4465523.000000 Penalty: 5141.689453
	Iteration 25Q: 3 clusters Score -4465523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4465520.000000 Penalty: 5141.689453
	Iteration 26Q: 3 clusters Score -4465520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4465514.000000 Penalty: 5141.689453
	Iteration 27Q: 3 clusters Score -4465514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4465518.500000 Penalty: 5141.689453
	Iteration 28Q: 3 clusters Score -4465518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4465527.500000 Penalty: 5141.689453
	Iteration 29Q: 3 clusters Score -4465528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4465524.500000 Penalty: 5141.689453
	Iteration 30Q: 3 clusters Score -4465524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4465523.000000 Penalty: 5141.689453
	Iteration 31Q: 3 clusters Score -4465523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4465523.500000 Penalty: 5141.689453
	Iteration 32Q: 3 clusters Score -4465524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4465522.500000 Penalty: 5141.689453
	Iteration 33Q: 3 clusters Score -4465522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4465521.000000 Penalty: 5141.689453
	Iteration 34Q: 3 clusters Score -4465521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4465519.500000 Penalty: 5141.689453
	Iteration 35Q: 3 clusters Score -4465520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4465519.500000 Penalty: 5141.689453
	Iteration 36F: 3 clusters Score -4465520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Entering Unmasked Estep 
Score: -743330.750000 Penalty: 2154.736572
	Iteration 0F: 2 clusters Score -743330.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -738244.812500 Penalty: 4309.473145
	Iteration 0F: 3 clusters Score -738244.8 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -739686.500000 Penalty: 4309.473145
	Iteration 1F: 3 clusters Score -739686.5 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -740106.625000 Penalty: 4309.473145
	Iteration 2F: 3 clusters Score -740106.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -740445.000000 Penalty: 4309.473145
	Iteration 3F: 3 clusters Score -740445 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -740816.187500 Penalty: 4309.473145
	Iteration 4F: 3 clusters Score -740816.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -741173.312500 Penalty: 4309.473145
	Iteration 5F: 3 clusters Score -741173.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -741451.562500 Penalty: 4309.473145
	Iteration 6F: 3 clusters Score -741451.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -741761.625000 Penalty: 4309.473145
	Iteration 7Q: 3 clusters Score -741761.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -742030.437500 Penalty: 4309.473145
	Iteration 8Q: 3 clusters Score -742030.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -742218.500000 Penalty: 4309.473145
	Iteration 9Q: 3 clusters Score -742218.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -742364.937500 Penalty: 4309.473145
	Iteration 10Q: 3 clusters Score -742364.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -742448.000000 Penalty: 4309.473145
	Iteration 11Q: 3 clusters Score -742448 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -742498.187500 Penalty: 4309.473145
	Iteration 12Q: 3 clusters Score -742498.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -742531.750000 Penalty: 4309.473145
	Iteration 13Q: 3 clusters Score -742531.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -742551.312500 Penalty: 4309.473145
	Iteration 14Q: 3 clusters Score -742551.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -742566.562500 Penalty: 4309.473145
	Iteration 15Q: 3 clusters Score -742566.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -742576.500000 Penalty: 4309.473145
	Iteration 16Q: 3 clusters Score -742576.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -742585.937500 Penalty: 4309.473145
	Iteration 17Q: 3 clusters Score -742585.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -742600.000000 Penalty: 4309.473145
	Iteration 18Q: 3 clusters Score -742600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -742613.187500 Penalty: 4309.473145
	Iteration 19Q: 3 clusters Score -742613.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -742620.750000 Penalty: 4309.473145
	Iteration 20F: 3 clusters Score -742620.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -742633.937500 Penalty: 4309.473145
	Iteration 21Q: 3 clusters Score -742633.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -742647.312500 Penalty: 4309.473145
	Iteration 22Q: 3 clusters Score -742647.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -742660.000000 Penalty: 4309.473145
	Iteration 23Q: 3 clusters Score -742660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -742674.500000 Penalty: 4309.473145
	Iteration 24Q: 3 clusters Score -742674.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -742680.000000 Penalty: 4309.473145
	Iteration 25Q: 3 clusters Score -742680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -742687.937500 Penalty: 4309.473145
	Iteration 26Q: 3 clusters Score -742687.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -742692.937500 Penalty: 4309.473145
	Iteration 27Q: 3 clusters Score -742692.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -742699.562500 Penalty: 4309.473145
	Iteration 28Q: 3 clusters Score -742699.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -742707.625000 Penalty: 4309.473145
	Iteration 29Q: 3 clusters Score -742707.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -742719.625000 Penalty: 4309.473145
	Iteration 30Q: 3 clusters Score -742719.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -742722.562500 Penalty: 4309.473145
	Iteration 31Q: 3 clusters Score -742722.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -742727.437500 Penalty: 4309.473145
	Iteration 32Q: 3 clusters Score -742727.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -742728.375000 Penalty: 4309.473145
	Iteration 33Q: 3 clusters Score -742728.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -742732.125000 Penalty: 4309.473145
	Iteration 34Q: 3 clusters Score -742732.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -742731.750000 Penalty: 4309.473145
	Iteration 35Q: 3 clusters Score -742731.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -742731.750000 Penalty: 4309.473145
	Iteration 36F: 3 clusters Score -742731.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -68031.890625 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -68031.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -66483.328125 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -66483.33 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66641.515625 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -66641.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66698.921875 Penalty: 3097.106689
	Iteration 2Q: 3 clusters Score -66698.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -66712.554688 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -66712.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66714.734375 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -66714.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -66718.125000 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -66718.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66720.609375 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -66720.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66720.609375 Penalty: 3097.106689
	Iteration 7F: 3 clusters Score -66720.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (44107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Entering Unmasked Estep 
Score: -6147352.500000 Penalty: 2652.204834
	Iteration 0F: 2 clusters Score -6147352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -6117299.500000 Penalty: 5304.409668
	Iteration 0F: 3 clusters Score -6117300 nChanged 20290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -6128639.000000 Penalty: 5304.409668
	Iteration 1F: 3 clusters Score -6128639 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -6129183.500000 Penalty: 5304.409668
	Iteration 2Q: 3 clusters Score -6129184 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -6129626.000000 Penalty: 5304.409668
	Iteration 3Q: 3 clusters Score -6129626 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -6130090.500000 Penalty: 5304.409668
	Iteration 4Q: 3 clusters Score -6130090 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -6130573.500000 Penalty: 5304.409668
	Iteration 5Q: 3 clusters Score -6130574 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -6131075.500000 Penalty: 5304.409668
	Iteration 6Q: 3 clusters Score -6131076 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -6131726.000000 Penalty: 5304.409668
	Iteration 7Q: 3 clusters Score -6131726 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -6132599.500000 Penalty: 5304.409668
	Iteration 8Q: 3 clusters Score -6132600 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -6133766.500000 Penalty: 5304.409668
	Iteration 9Q: 3 clusters Score -6133766 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -6135326.000000 Penalty: 5304.409668
	Iteration 10F: 3 clusters Score -6135326 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -6137122.000000 Penalty: 5304.409668
	Iteration 11F: 3 clusters Score -6137122 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -6138945.500000 Penalty: 5304.409668
	Iteration 12F: 3 clusters Score -6138946 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -6140442.000000 Penalty: 5304.409668
	Iteration 13Q: 3 clusters Score -6140442 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -6141654.500000 Penalty: 5304.409668
	Iteration 14Q: 3 clusters Score -6141654 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -6142554.000000 Penalty: 5304.409668
	Iteration 15Q: 3 clusters Score -6142554 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -6143143.500000 Penalty: 5304.409668
	Iteration 16Q: 3 clusters Score -6143144 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -6143620.500000 Penalty: 5304.409668
	Iteration 17Q: 3 clusters Score -6143620 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -6144012.000000 Penalty: 5304.409668
	Iteration 18Q: 3 clusters Score -6144012 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -6144282.500000 Penalty: 5304.409668
	Iteration 19Q: 3 clusters Score -6144282 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -6144475.000000 Penalty: 5304.409668
	Iteration 20F: 3 clusters Score -6144475 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -6144625.500000 Penalty: 5304.409668
	Iteration 21Q: 3 clusters Score -6144626 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -6144718.000000 Penalty: 5304.409668
	Iteration 22Q: 3 clusters Score -6144718 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -6144806.500000 Penalty: 5304.409668
	Iteration 23Q: 3 clusters Score -6144806 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -6144880.000000 Penalty: 5304.409668
	Iteration 24Q: 3 clusters Score -6144880 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -6144942.500000 Penalty: 5304.409668
	Iteration 25Q: 3 clusters Score -6144942 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -6144989.500000 Penalty: 5304.409668
	Iteration 26Q: 3 clusters Score -6144990 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -6145033.500000 Penalty: 5304.409668
	Iteration 27Q: 3 clusters Score -6145034 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -6145056.000000 Penalty: 5304.409668
	Iteration 28Q: 3 clusters Score -6145056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -6145071.500000 Penalty: 5304.409668
	Iteration 29Q: 3 clusters Score -6145072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -6145086.000000 Penalty: 5304.409668
	Iteration 30Q: 3 clusters Score -6145086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -6145085.000000 Penalty: 5304.409668
	Iteration 31Q: 3 clusters Score -6145085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -6145091.500000 Penalty: 5304.409668
	Iteration 32Q: 3 clusters Score -6145092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -6145100.000000 Penalty: 5304.409668
	Iteration 33Q: 3 clusters Score -6145100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -6145105.500000 Penalty: 5304.409668
	Iteration 34Q: 3 clusters Score -6145106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -6145114.000000 Penalty: 5304.409668
	Iteration 35Q: 3 clusters Score -6145114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -6145122.500000 Penalty: 5304.409668
	Iteration 36Q: 3 clusters Score -6145122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -6145131.000000 Penalty: 5304.409668
	Iteration 37Q: 3 clusters Score -6145131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -6145139.000000 Penalty: 5304.409668
	Iteration 38Q: 3 clusters Score -6145139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -6145141.500000 Penalty: 5304.409668
	Iteration 39Q: 3 clusters Score -6145142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -6145139.500000 Penalty: 5304.409668
	Iteration 40F: 3 clusters Score -6145140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -6145141.000000 Penalty: 5304.409668
	Iteration 41Q: 3 clusters Score -6145141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -6145141.000000 Penalty: 5304.409668
	Iteration 42F: 3 clusters Score -6145141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Entering Unmasked Estep 
Score: -905468.000000 Penalty: 2180.401611
	Iteration 0F: 2 clusters Score -905468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -900027.687500 Penalty: 4360.803223
	Iteration 0F: 3 clusters Score -900027.7 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -901440.875000 Penalty: 4360.803223
	Iteration 1F: 3 clusters Score -901440.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -901668.625000 Penalty: 4360.803223
	Iteration 2F: 3 clusters Score -901668.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -901819.937500 Penalty: 4360.803223
	Iteration 3Q: 3 clusters Score -901819.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -901934.687500 Penalty: 4360.803223
	Iteration 4Q: 3 clusters Score -901934.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -902023.437500 Penalty: 4360.803223
	Iteration 5Q: 3 clusters Score -902023.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -902092.750000 Penalty: 4360.803223
	Iteration 6Q: 3 clusters Score -902092.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -902155.875000 Penalty: 4360.803223
	Iteration 7Q: 3 clusters Score -902155.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -902209.750000 Penalty: 4360.803223
	Iteration 8Q: 3 clusters Score -902209.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -902256.187500 Penalty: 4360.803223
	Iteration 9Q: 3 clusters Score -902256.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -902307.062500 Penalty: 4360.803223
	Iteration 10Q: 3 clusters Score -902307.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -902353.500000 Penalty: 4360.803223
	Iteration 11Q: 3 clusters Score -902353.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -902404.250000 Penalty: 4360.803223
	Iteration 12Q: 3 clusters Score -902404.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -902459.875000 Penalty: 4360.803223
	Iteration 13Q: 3 clusters Score -902459.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -902509.250000 Penalty: 4360.803223
	Iteration 14Q: 3 clusters Score -902509.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -902552.875000 Penalty: 4360.803223
	Iteration 15Q: 3 clusters Score -902552.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -902591.437500 Penalty: 4360.803223
	Iteration 16Q: 3 clusters Score -902591.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -902631.500000 Penalty: 4360.803223
	Iteration 17Q: 3 clusters Score -902631.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -902671.625000 Penalty: 4360.803223
	Iteration 18Q: 3 clusters Score -902671.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -902707.187500 Penalty: 4360.803223
	Iteration 19Q: 3 clusters Score -902707.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -902734.562500 Penalty: 4360.803223
	Iteration 20F: 3 clusters Score -902734.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -902760.062500 Penalty: 4360.803223
	Iteration 21Q: 3 clusters Score -902760.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -902787.312500 Penalty: 4360.803223
	Iteration 22Q: 3 clusters Score -902787.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -902815.875000 Penalty: 4360.803223
	Iteration 23Q: 3 clusters Score -902815.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -902847.875000 Penalty: 4360.803223
	Iteration 24Q: 3 clusters Score -902847.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -902875.312500 Penalty: 4360.803223
	Iteration 25Q: 3 clusters Score -902875.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -902903.937500 Penalty: 4360.803223
	Iteration 26Q: 3 clusters Score -902903.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -902928.000000 Penalty: 4360.803223
	Iteration 27Q: 3 clusters Score -902928 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -902950.875000 Penalty: 4360.803223
	Iteration 28Q: 3 clusters Score -902950.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -902963.000000 Penalty: 4360.803223
	Iteration 29Q: 3 clusters Score -902963 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -902975.250000 Penalty: 4360.803223
	Iteration 30Q: 3 clusters Score -902975.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -902988.437500 Penalty: 4360.803223
	Iteration 31Q: 3 clusters Score -902988.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -903003.687500 Penalty: 4360.803223
	Iteration 32Q: 3 clusters Score -903003.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -903012.187500 Penalty: 4360.803223
	Iteration 33Q: 3 clusters Score -903012.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -903020.000000 Penalty: 4360.803223
	Iteration 34Q: 3 clusters Score -903020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -903026.437500 Penalty: 4360.803223
	Iteration 35Q: 3 clusters Score -903026.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -903029.875000 Penalty: 4360.803223
	Iteration 36Q: 3 clusters Score -903029.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -903032.750000 Penalty: 4360.803223
	Iteration 37Q: 3 clusters Score -903032.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -903038.125000 Penalty: 4360.803223
	Iteration 38Q: 3 clusters Score -903038.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -903043.187500 Penalty: 4360.803223
	Iteration 39Q: 3 clusters Score -903043.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -903045.875000 Penalty: 4360.803223
	Iteration 40F: 3 clusters Score -903045.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -903047.937500 Penalty: 4360.803223
	Iteration 41Q: 3 clusters Score -903047.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -903054.187500 Penalty: 4360.803223
	Iteration 42Q: 3 clusters Score -903054.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -903059.000000 Penalty: 4360.803223
	Iteration 43Q: 3 clusters Score -903059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -903062.000000 Penalty: 4360.803223
	Iteration 44Q: 3 clusters Score -903062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -903065.437500 Penalty: 4360.803223
	Iteration 45Q: 3 clusters Score -903065.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -903066.625000 Penalty: 4360.803223
	Iteration 46Q: 3 clusters Score -903066.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -903069.875000 Penalty: 4360.803223
	Iteration 47Q: 3 clusters Score -903069.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -903072.500000 Penalty: 4360.803223
	Iteration 48Q: 3 clusters Score -903072.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -903076.125000 Penalty: 4360.803223
	Iteration 49Q: 3 clusters Score -903076.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -903078.312500 Penalty: 4360.803223
	Iteration 50Q: 3 clusters Score -903078.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -903082.812500 Penalty: 4360.803223
	Iteration 51Q: 3 clusters Score -903082.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -903088.437500 Penalty: 4360.803223
	Iteration 52Q: 3 clusters Score -903088.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -903095.812500 Penalty: 4360.803223
	Iteration 53Q: 3 clusters Score -903095.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -903103.562500 Penalty: 4360.803223
	Iteration 54Q: 3 clusters Score -903103.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -903109.187500 Penalty: 4360.803223
	Iteration 55Q: 3 clusters Score -903109.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -903115.437500 Penalty: 4360.803223
	Iteration 56Q: 3 clusters Score -903115.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -903118.562500 Penalty: 4360.803223
	Iteration 57Q: 3 clusters Score -903118.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -903124.625000 Penalty: 4360.803223
	Iteration 58Q: 3 clusters Score -903124.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -903128.250000 Penalty: 4360.803223
	Iteration 59Q: 3 clusters Score -903128.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -903133.187500 Penalty: 4360.803223
	Iteration 60F: 3 clusters Score -903133.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -903136.062500 Penalty: 4360.803223
	Iteration 61Q: 3 clusters Score -903136.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -903140.375000 Penalty: 4360.803223
	Iteration 62Q: 3 clusters Score -903140.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -903141.625000 Penalty: 4360.803223
	Iteration 63Q: 3 clusters Score -903141.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -903146.625000 Penalty: 4360.803223
	Iteration 64Q: 3 clusters Score -903146.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -903149.750000 Penalty: 4360.803223
	Iteration 65Q: 3 clusters Score -903149.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -903155.437500 Penalty: 4360.803223
	Iteration 66Q: 3 clusters Score -903155.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -903161.062500 Penalty: 4360.803223
	Iteration 67Q: 3 clusters Score -903161.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -903167.375000 Penalty: 4360.803223
	Iteration 68Q: 3 clusters Score -903167.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -903173.000000 Penalty: 4360.803223
	Iteration 69Q: 3 clusters Score -903173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -903178.125000 Penalty: 4360.803223
	Iteration 70Q: 3 clusters Score -903178.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -903180.750000 Penalty: 4360.803223
	Iteration 71Q: 3 clusters Score -903180.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -903184.250000 Penalty: 4360.803223
	Iteration 72Q: 3 clusters Score -903184.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -903189.000000 Penalty: 4360.803223
	Iteration 73Q: 3 clusters Score -903189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -903193.187500 Penalty: 4360.803223
	Iteration 74Q: 3 clusters Score -903193.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -903198.375000 Penalty: 4360.803223
	Iteration 75Q: 3 clusters Score -903198.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -903203.062500 Penalty: 4360.803223
	Iteration 76Q: 3 clusters Score -903203.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -903206.687500 Penalty: 4360.803223
	Iteration 77Q: 3 clusters Score -903206.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -903211.562500 Penalty: 4360.803223
	Iteration 78Q: 3 clusters Score -903211.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -903216.500000 Penalty: 4360.803223
	Iteration 79Q: 3 clusters Score -903216.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -903221.625000 Penalty: 4360.803223
	Iteration 80F: 3 clusters Score -903221.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -903224.625000 Penalty: 4360.803223
	Iteration 81Q: 3 clusters Score -903224.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -903228.312500 Penalty: 4360.803223
	Iteration 82Q: 3 clusters Score -903228.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -903230.187500 Penalty: 4360.803223
	Iteration 83Q: 3 clusters Score -903230.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -903234.000000 Penalty: 4360.803223
	Iteration 84Q: 3 clusters Score -903234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -903238.125000 Penalty: 4360.803223
	Iteration 85Q: 3 clusters Score -903238.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -903241.875000 Penalty: 4360.803223
	Iteration 86Q: 3 clusters Score -903241.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -903252.250000 Penalty: 4360.803223
	Iteration 87Q: 3 clusters Score -903252.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -903263.375000 Penalty: 4360.803223
	Iteration 88Q: 3 clusters Score -903263.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -903278.625000 Penalty: 4360.803223
	Iteration 89Q: 3 clusters Score -903278.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -903296.687500 Penalty: 4360.803223
	Iteration 90Q: 3 clusters Score -903296.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -903317.625000 Penalty: 4360.803223
	Iteration 91Q: 3 clusters Score -903317.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -903328.812500 Penalty: 4360.803223
	Iteration 92Q: 3 clusters Score -903328.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -903335.187500 Penalty: 4360.803223
	Iteration 93Q: 3 clusters Score -903335.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -903350.812500 Penalty: 4360.803223
	Iteration 94Q: 3 clusters Score -903350.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -903363.812500 Penalty: 4360.803223
	Iteration 95Q: 3 clusters Score -903363.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -903374.625000 Penalty: 4360.803223
	Iteration 96Q: 3 clusters Score -903374.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -903383.062500 Penalty: 4360.803223
	Iteration 97Q: 3 clusters Score -903383.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -903390.750000 Penalty: 4360.803223
	Iteration 98Q: 3 clusters Score -903390.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -903397.000000 Penalty: 4360.803223
	Iteration 99Q: 3 clusters Score -903397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -903401.187500 Penalty: 4360.803223
	Iteration 100F: 3 clusters Score -903401.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -903405.937500 Penalty: 4360.803223
	Iteration 101Q: 3 clusters Score -903405.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -903411.187500 Penalty: 4360.803223
	Iteration 102Q: 3 clusters Score -903411.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -903421.500000 Penalty: 4360.803223
	Iteration 103Q: 3 clusters Score -903421.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -903430.875000 Penalty: 4360.803223
	Iteration 104Q: 3 clusters Score -903430.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -903442.625000 Penalty: 4360.803223
	Iteration 105Q: 3 clusters Score -903442.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -903451.125000 Penalty: 4360.803223
	Iteration 106Q: 3 clusters Score -903451.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -903458.937500 Penalty: 4360.803223
	Iteration 107Q: 3 clusters Score -903458.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -903462.500000 Penalty: 4360.803223
	Iteration 108Q: 3 clusters Score -903462.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -903469.000000 Penalty: 4360.803223
	Iteration 109Q: 3 clusters Score -903469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -903478.875000 Penalty: 4360.803223
	Iteration 110Q: 3 clusters Score -903478.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -903483.687500 Penalty: 4360.803223
	Iteration 111Q: 3 clusters Score -903483.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -903489.437500 Penalty: 4360.803223
	Iteration 112Q: 3 clusters Score -903489.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -903492.750000 Penalty: 4360.803223
	Iteration 113Q: 3 clusters Score -903492.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -903497.625000 Penalty: 4360.803223
	Iteration 114Q: 3 clusters Score -903497.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -903500.625000 Penalty: 4360.803223
	Iteration 115Q: 3 clusters Score -903500.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -903502.437500 Penalty: 4360.803223
	Iteration 116Q: 3 clusters Score -903502.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -903503.250000 Penalty: 4360.803223
	Iteration 117Q: 3 clusters Score -903503.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -903506.937500 Penalty: 4360.803223
	Iteration 118Q: 3 clusters Score -903506.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -903511.375000 Penalty: 4360.803223
	Iteration 119Q: 3 clusters Score -903511.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -903517.250000 Penalty: 4360.803223
	Iteration 120F: 3 clusters Score -903517.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -903518.937500 Penalty: 4360.803223
	Iteration 121Q: 3 clusters Score -903518.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -903520.437500 Penalty: 4360.803223
	Iteration 122Q: 3 clusters Score -903520.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -903521.437500 Penalty: 4360.803223
	Iteration 123Q: 3 clusters Score -903521.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -903524.812500 Penalty: 4360.803223
	Iteration 124Q: 3 clusters Score -903524.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -903527.000000 Penalty: 4360.803223
	Iteration 125Q: 3 clusters Score -903527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -903529.375000 Penalty: 4360.803223
	Iteration 126Q: 3 clusters Score -903529.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -903528.562500 Penalty: 4360.803223
	Iteration 127Q: 3 clusters Score -903528.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -903528.625000 Penalty: 4360.803223
	Iteration 128Q: 3 clusters Score -903528.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -903530.437500 Penalty: 4360.803223
	Iteration 129Q: 3 clusters Score -903530.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -903531.687500 Penalty: 4360.803223
	Iteration 130Q: 3 clusters Score -903531.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -903531.062500 Penalty: 4360.803223
	Iteration 131Q: 3 clusters Score -903531.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -903531.875000 Penalty: 4360.803223
	Iteration 132Q: 3 clusters Score -903531.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -903533.250000 Penalty: 4360.803223
	Iteration 133Q: 3 clusters Score -903533.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -903535.625000 Penalty: 4360.803223
	Iteration 134Q: 3 clusters Score -903535.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -903536.187500 Penalty: 4360.803223
	Iteration 135Q: 3 clusters Score -903536.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -903539.687500 Penalty: 4360.803223
	Iteration 136Q: 3 clusters Score -903539.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -903541.000000 Penalty: 4360.803223
	Iteration 137Q: 3 clusters Score -903541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -903541.937500 Penalty: 4360.803223
	Iteration 138Q: 3 clusters Score -903541.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -903544.562500 Penalty: 4360.803223
	Iteration 139Q: 3 clusters Score -903544.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -903544.625000 Penalty: 4360.803223
	Iteration 140F: 3 clusters Score -903544.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Entering Unmasked Estep 
Score: -806788.437500 Penalty: 2150.988770
	Iteration 0F: 2 clusters Score -806788.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -801753.500000 Penalty: 4301.977539
	Iteration 0F: 3 clusters Score -801753.5 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -802957.812500 Penalty: 4301.977539
	Iteration 1F: 3 clusters Score -802957.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -803186.687500 Penalty: 4301.977539
	Iteration 2F: 3 clusters Score -803186.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -803306.312500 Penalty: 4301.977539
	Iteration 3Q: 3 clusters Score -803306.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -803415.125000 Penalty: 4301.977539
	Iteration 4Q: 3 clusters Score -803415.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -803505.437500 Penalty: 4301.977539
	Iteration 5Q: 3 clusters Score -803505.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -803597.687500 Penalty: 4301.977539
	Iteration 6Q: 3 clusters Score -803597.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -803671.500000 Penalty: 4301.977539
	Iteration 7Q: 3 clusters Score -803671.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -803744.562500 Penalty: 4301.977539
	Iteration 8Q: 3 clusters Score -803744.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -803804.375000 Penalty: 4301.977539
	Iteration 9Q: 3 clusters Score -803804.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -803856.500000 Penalty: 4301.977539
	Iteration 10Q: 3 clusters Score -803856.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -803907.687500 Penalty: 4301.977539
	Iteration 11Q: 3 clusters Score -803907.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -803949.250000 Penalty: 4301.977539
	Iteration 12Q: 3 clusters Score -803949.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -803990.500000 Penalty: 4301.977539
	Iteration 13Q: 3 clusters Score -803990.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -804023.625000 Penalty: 4301.977539
	Iteration 14Q: 3 clusters Score -804023.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -804048.062500 Penalty: 4301.977539
	Iteration 15Q: 3 clusters Score -804048.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -804070.750000 Penalty: 4301.977539
	Iteration 16Q: 3 clusters Score -804070.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -804090.125000 Penalty: 4301.977539
	Iteration 17Q: 3 clusters Score -804090.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -804111.562500 Penalty: 4301.977539
	Iteration 18Q: 3 clusters Score -804111.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -804128.125000 Penalty: 4301.977539
	Iteration 19Q: 3 clusters Score -804128.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -804143.500000 Penalty: 4301.977539
	Iteration 20F: 3 clusters Score -804143.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -804157.187500 Penalty: 4301.977539
	Iteration 21Q: 3 clusters Score -804157.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -804171.187500 Penalty: 4301.977539
	Iteration 22Q: 3 clusters Score -804171.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -804185.250000 Penalty: 4301.977539
	Iteration 23Q: 3 clusters Score -804185.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -804200.250000 Penalty: 4301.977539
	Iteration 24Q: 3 clusters Score -804200.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -804216.625000 Penalty: 4301.977539
	Iteration 25Q: 3 clusters Score -804216.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -804233.875000 Penalty: 4301.977539
	Iteration 26Q: 3 clusters Score -804233.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -804255.000000 Penalty: 4301.977539
	Iteration 27Q: 3 clusters Score -804255 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -804277.875000 Penalty: 4301.977539
	Iteration 28Q: 3 clusters Score -804277.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -804303.250000 Penalty: 4301.977539
	Iteration 29Q: 3 clusters Score -804303.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -804326.187500 Penalty: 4301.977539
	Iteration 30Q: 3 clusters Score -804326.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -804354.375000 Penalty: 4301.977539
	Iteration 31Q: 3 clusters Score -804354.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -804394.250000 Penalty: 4301.977539
	Iteration 32Q: 3 clusters Score -804394.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -804434.875000 Penalty: 4301.977539
	Iteration 33Q: 3 clusters Score -804434.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -804472.562500 Penalty: 4301.977539
	Iteration 34Q: 3 clusters Score -804472.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -804521.687500 Penalty: 4301.977539
	Iteration 35Q: 3 clusters Score -804521.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -804575.437500 Penalty: 4301.977539
	Iteration 36Q: 3 clusters Score -804575.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -804638.750000 Penalty: 4301.977539
	Iteration 37Q: 3 clusters Score -804638.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -804704.687500 Penalty: 4301.977539
	Iteration 38Q: 3 clusters Score -804704.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -804760.000000 Penalty: 4301.977539
	Iteration 39Q: 3 clusters Score -804760 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -804814.000000 Penalty: 4301.977539
	Iteration 40F: 3 clusters Score -804814 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -804862.750000 Penalty: 4301.977539
	Iteration 41Q: 3 clusters Score -804862.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -804910.000000 Penalty: 4301.977539
	Iteration 42Q: 3 clusters Score -804910 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -804939.437500 Penalty: 4301.977539
	Iteration 43Q: 3 clusters Score -804939.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -804965.500000 Penalty: 4301.977539
	Iteration 44Q: 3 clusters Score -804965.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -804991.062500 Penalty: 4301.977539
	Iteration 45Q: 3 clusters Score -804991.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -805014.750000 Penalty: 4301.977539
	Iteration 46Q: 3 clusters Score -805014.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -805032.875000 Penalty: 4301.977539
	Iteration 47Q: 3 clusters Score -805032.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -805043.625000 Penalty: 4301.977539
	Iteration 48Q: 3 clusters Score -805043.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -805056.250000 Penalty: 4301.977539
	Iteration 49Q: 3 clusters Score -805056.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -805069.625000 Penalty: 4301.977539
	Iteration 50Q: 3 clusters Score -805069.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -805086.250000 Penalty: 4301.977539
	Iteration 51Q: 3 clusters Score -805086.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -805108.312500 Penalty: 4301.977539
	Iteration 52Q: 3 clusters Score -805108.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -805118.250000 Penalty: 4301.977539
	Iteration 53Q: 3 clusters Score -805118.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -805128.562500 Penalty: 4301.977539
	Iteration 54Q: 3 clusters Score -805128.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -805138.500000 Penalty: 4301.977539
	Iteration 55Q: 3 clusters Score -805138.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -805150.500000 Penalty: 4301.977539
	Iteration 56Q: 3 clusters Score -805150.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -805164.250000 Penalty: 4301.977539
	Iteration 57Q: 3 clusters Score -805164.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -805171.875000 Penalty: 4301.977539
	Iteration 58Q: 3 clusters Score -805171.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -805182.687500 Penalty: 4301.977539
	Iteration 59Q: 3 clusters Score -805182.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -805191.625000 Penalty: 4301.977539
	Iteration 60F: 3 clusters Score -805191.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -805197.437500 Penalty: 4301.977539
	Iteration 61Q: 3 clusters Score -805197.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -805203.937500 Penalty: 4301.977539
	Iteration 62Q: 3 clusters Score -805203.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -805207.562500 Penalty: 4301.977539
	Iteration 63Q: 3 clusters Score -805207.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -805210.312500 Penalty: 4301.977539
	Iteration 64Q: 3 clusters Score -805210.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -805214.812500 Penalty: 4301.977539
	Iteration 65Q: 3 clusters Score -805214.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -805217.437500 Penalty: 4301.977539
	Iteration 66Q: 3 clusters Score -805217.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -805216.562500 Penalty: 4301.977539
	Iteration 67Q: 3 clusters Score -805216.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -805221.937500 Penalty: 4301.977539
	Iteration 68Q: 3 clusters Score -805221.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -805225.500000 Penalty: 4301.977539
	Iteration 69Q: 3 clusters Score -805225.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -805227.250000 Penalty: 4301.977539
	Iteration 70Q: 3 clusters Score -805227.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -805228.625000 Penalty: 4301.977539
	Iteration 71Q: 3 clusters Score -805228.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -805230.375000 Penalty: 4301.977539
	Iteration 72Q: 3 clusters Score -805230.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -805231.750000 Penalty: 4301.977539
	Iteration 73Q: 3 clusters Score -805231.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -805236.750000 Penalty: 4301.977539
	Iteration 74Q: 3 clusters Score -805236.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -805236.562500 Penalty: 4301.977539
	Iteration 75Q: 3 clusters Score -805236.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -805237.687500 Penalty: 4301.977539
	Iteration 76Q: 3 clusters Score -805237.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -805238.687500 Penalty: 4301.977539
	Iteration 77Q: 3 clusters Score -805238.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -805238.687500 Penalty: 4301.977539
	Iteration 78F: 3 clusters Score -805238.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Entering Unmasked Estep 
Score: -2105947.500000 Penalty: 2392.323242
	Iteration 0F: 2 clusters Score -2105948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2094930.750000 Penalty: 4784.646484
	Iteration 0F: 3 clusters Score -2094931 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2098478.500000 Penalty: 4784.646484
	Iteration 1F: 3 clusters Score -2098478 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2098935.250000 Penalty: 4784.646484
	Iteration 2F: 3 clusters Score -2098935 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2099353.250000 Penalty: 4784.646484
	Iteration 3F: 3 clusters Score -2099353 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2099804.750000 Penalty: 4784.646484
	Iteration 4F: 3 clusters Score -2099805 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2100311.250000 Penalty: 4784.646484
	Iteration 5F: 3 clusters Score -2100311 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2100880.750000 Penalty: 4784.646484
	Iteration 6F: 3 clusters Score -2100881 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2101416.500000 Penalty: 4784.646484
	Iteration 7F: 3 clusters Score -2101416 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -2101869.250000 Penalty: 4784.646484
	Iteration 8Q: 3 clusters Score -2101869 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2102253.750000 Penalty: 4784.646484
	Iteration 9Q: 3 clusters Score -2102254 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2102568.750000 Penalty: 4784.646484
	Iteration 10Q: 3 clusters Score -2102569 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2102815.000000 Penalty: 4784.646484
	Iteration 11Q: 3 clusters Score -2102815 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2103001.750000 Penalty: 4784.646484
	Iteration 12Q: 3 clusters Score -2103002 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2103163.500000 Penalty: 4784.646484
	Iteration 13Q: 3 clusters Score -2103164 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2103301.500000 Penalty: 4784.646484
	Iteration 14Q: 3 clusters Score -2103302 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2103435.750000 Penalty: 4784.646484
	Iteration 15Q: 3 clusters Score -2103436 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2103529.000000 Penalty: 4784.646484
	Iteration 16Q: 3 clusters Score -2103529 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2103603.750000 Penalty: 4784.646484
	Iteration 17Q: 3 clusters Score -2103604 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2103663.000000 Penalty: 4784.646484
	Iteration 18Q: 3 clusters Score -2103663 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2103701.750000 Penalty: 4784.646484
	Iteration 19Q: 3 clusters Score -2103702 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2103736.750000 Penalty: 4784.646484
	Iteration 20F: 3 clusters Score -2103737 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2103758.250000 Penalty: 4784.646484
	Iteration 21Q: 3 clusters Score -2103758 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2103792.250000 Penalty: 4784.646484
	Iteration 22Q: 3 clusters Score -2103792 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2103813.750000 Penalty: 4784.646484
	Iteration 23Q: 3 clusters Score -2103814 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2103838.500000 Penalty: 4784.646484
	Iteration 24Q: 3 clusters Score -2103838 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2103879.500000 Penalty: 4784.646484
	Iteration 25Q: 3 clusters Score -2103880 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2103900.250000 Penalty: 4784.646484
	Iteration 26Q: 3 clusters Score -2103900 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2103907.500000 Penalty: 4784.646484
	Iteration 27Q: 3 clusters Score -2103908 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2103932.250000 Penalty: 4784.646484
	Iteration 28Q: 3 clusters Score -2103932 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2103955.750000 Penalty: 4784.646484
	Iteration 29Q: 3 clusters Score -2103956 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2103986.500000 Penalty: 4784.646484
	Iteration 30Q: 3 clusters Score -2103986 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2104016.500000 Penalty: 4784.646484
	Iteration 31Q: 3 clusters Score -2104016 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2104048.000000 Penalty: 4784.646484
	Iteration 32Q: 3 clusters Score -2104048 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2104072.750000 Penalty: 4784.646484
	Iteration 33Q: 3 clusters Score -2104073 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2104094.500000 Penalty: 4784.646484
	Iteration 34Q: 3 clusters Score -2104094 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2104110.750000 Penalty: 4784.646484
	Iteration 35Q: 3 clusters Score -2104111 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2104125.250000 Penalty: 4784.646484
	Iteration 36Q: 3 clusters Score -2104125 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2104135.250000 Penalty: 4784.646484
	Iteration 37Q: 3 clusters Score -2104135 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2104148.000000 Penalty: 4784.646484
	Iteration 38Q: 3 clusters Score -2104148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2104161.500000 Penalty: 4784.646484
	Iteration 39Q: 3 clusters Score -2104162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2104185.250000 Penalty: 4784.646484
	Iteration 40F: 3 clusters Score -2104185 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2104192.000000 Penalty: 4784.646484
	Iteration 41Q: 3 clusters Score -2104192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2104203.000000 Penalty: 4784.646484
	Iteration 42Q: 3 clusters Score -2104203 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2104214.500000 Penalty: 4784.646484
	Iteration 43Q: 3 clusters Score -2104214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2104225.750000 Penalty: 4784.646484
	Iteration 44Q: 3 clusters Score -2104226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2104231.000000 Penalty: 4784.646484
	Iteration 45Q: 3 clusters Score -2104231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2104245.750000 Penalty: 4784.646484
	Iteration 46Q: 3 clusters Score -2104246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2104252.750000 Penalty: 4784.646484
	Iteration 47Q: 3 clusters Score -2104253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2104257.250000 Penalty: 4784.646484
	Iteration 48Q: 3 clusters Score -2104257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2104259.250000 Penalty: 4784.646484
	Iteration 49Q: 3 clusters Score -2104259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2104264.250000 Penalty: 4784.646484
	Iteration 50Q: 3 clusters Score -2104264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2104265.250000 Penalty: 4784.646484
	Iteration 51Q: 3 clusters Score -2104265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2104273.000000 Penalty: 4784.646484
	Iteration 52Q: 3 clusters Score -2104273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2104273.250000 Penalty: 4784.646484
	Iteration 53Q: 3 clusters Score -2104273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2104274.000000 Penalty: 4784.646484
	Iteration 54Q: 3 clusters Score -2104274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2104275.500000 Penalty: 4784.646484
	Iteration 55Q: 3 clusters Score -2104276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2104275.500000 Penalty: 4784.646484
	Iteration 56F: 3 clusters Score -2104276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (65148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65148 members 
Entering Unmasked Estep 
Score: -9123333.000000 Penalty: 2748.935547
	Iteration 0F: 2 clusters Score -9123333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -9079611.000000 Penalty: 5497.871094
	Iteration 0F: 3 clusters Score -9079611 nChanged 30433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -9096595.000000 Penalty: 5497.871094
	Iteration 1F: 3 clusters Score -9096595 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -9097372.000000 Penalty: 5497.871094
	Iteration 2Q: 3 clusters Score -9097372 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -9098542.000000 Penalty: 5497.871094
	Iteration 3Q: 3 clusters Score -9098542 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -9100534.000000 Penalty: 5497.871094
	Iteration 4F: 3 clusters Score -9100534 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -9103742.000000 Penalty: 5497.871094
	Iteration 5F: 3 clusters Score -9103742 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -9108223.000000 Penalty: 5497.871094
	Iteration 6F: 3 clusters Score -9108223 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -9113149.000000 Penalty: 5497.871094
	Iteration 7F: 3 clusters Score -9113149 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57521 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -9116820.000000 Penalty: 5497.871094
	Iteration 8F: 3 clusters Score -9116820 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -9119040.000000 Penalty: 5497.871094
	Iteration 9Q: 3 clusters Score -9119040 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61096 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -9120123.000000 Penalty: 5497.871094
	Iteration 10Q: 3 clusters Score -9120123 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -9120639.000000 Penalty: 5497.871094
	Iteration 11Q: 3 clusters Score -9120639 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62149 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -9120887.000000 Penalty: 5497.871094
	Iteration 12Q: 3 clusters Score -9120887 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -9121066.000000 Penalty: 5497.871094
	Iteration 13Q: 3 clusters Score -9121066 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62614 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -9121143.000000 Penalty: 5497.871094
	Iteration 14Q: 3 clusters Score -9121143 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62737 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -9121184.000000 Penalty: 5497.871094
	Iteration 15Q: 3 clusters Score -9121184 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -9121241.000000 Penalty: 5497.871094
	Iteration 16Q: 3 clusters Score -9121241 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62931 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -9121256.000000 Penalty: 5497.871094
	Iteration 17Q: 3 clusters Score -9121256 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -9121279.000000 Penalty: 5497.871094
	Iteration 18Q: 3 clusters Score -9121279 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63048 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -9121301.000000 Penalty: 5497.871094
	Iteration 19Q: 3 clusters Score -9121301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63074 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -9121315.000000 Penalty: 5497.871094
	Iteration 20F: 3 clusters Score -9121315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63100 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -9121317.000000 Penalty: 5497.871094
	Iteration 21Q: 3 clusters Score -9121317 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -9121333.000000 Penalty: 5497.871094
	Iteration 22Q: 3 clusters Score -9121333 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63151 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -9121326.000000 Penalty: 5497.871094
	Iteration 23Q: 3 clusters Score -9121326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9121331.000000 Penalty: 5497.871094
	Iteration 24Q: 3 clusters Score -9121331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63177 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -9121335.000000 Penalty: 5497.871094
	Iteration 25Q: 3 clusters Score -9121335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63185 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -9121341.000000 Penalty: 5497.871094
	Iteration 26Q: 3 clusters Score -9121341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63190 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -9121337.000000 Penalty: 5497.871094
	Iteration 27Q: 3 clusters Score -9121337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63195 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -9121340.000000 Penalty: 5497.871094
	Iteration 28Q: 3 clusters Score -9121340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63198 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -9121340.000000 Penalty: 5497.871094
	Iteration 29Q: 3 clusters Score -9121340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63200 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -9121340.000000 Penalty: 5497.871094
	Iteration 30Q: 3 clusters Score -9121340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63205 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -9121342.000000 Penalty: 5497.871094
	Iteration 31Q: 3 clusters Score -9121342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63210 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -9121348.000000 Penalty: 5497.871094
	Iteration 32Q: 3 clusters Score -9121348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63213 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -9121354.000000 Penalty: 5497.871094
	Iteration 33Q: 3 clusters Score -9121354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63217 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -9121349.000000 Penalty: 5497.871094
	Iteration 34Q: 3 clusters Score -9121349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63218 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -9121351.000000 Penalty: 5497.871094
	Iteration 35Q: 3 clusters Score -9121351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63222 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -9121351.000000 Penalty: 5497.871094
	Iteration 36Q: 3 clusters Score -9121351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63226 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -9121352.000000 Penalty: 5497.871094
	Iteration 37Q: 3 clusters Score -9121352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63231 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -9121354.000000 Penalty: 5497.871094
	Iteration 38Q: 3 clusters Score -9121354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63234 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -9121353.000000 Penalty: 5497.871094
	Iteration 39Q: 3 clusters Score -9121353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63238 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -9121351.000000 Penalty: 5497.871094
	Iteration 40F: 3 clusters Score -9121351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63242 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -9121351.000000 Penalty: 5497.871094
	Iteration 41Q: 3 clusters Score -9121351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63246 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -9121353.000000 Penalty: 5497.871094
	Iteration 42Q: 3 clusters Score -9121353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63248 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -9121350.000000 Penalty: 5497.871094
	Iteration 43Q: 3 clusters Score -9121350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63250 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -9121350.000000 Penalty: 5497.871094
	Iteration 44Q: 3 clusters Score -9121350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63252 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -9121346.000000 Penalty: 5497.871094
	Iteration 45Q: 3 clusters Score -9121346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63254 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -9121350.000000 Penalty: 5497.871094
	Iteration 46Q: 3 clusters Score -9121350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63255 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -9121348.000000 Penalty: 5497.871094
	Iteration 47Q: 3 clusters Score -9121348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -9121344.000000 Penalty: 5497.871094
	Iteration 48Q: 3 clusters Score -9121344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -9121344.000000 Penalty: 5497.871094
	Iteration 49F: 3 clusters Score -9121344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -188796.875000 Penalty: 1794.075928
	Iteration 0F: 2 clusters Score -188796.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -186622.078125 Penalty: 3588.151855
	Iteration 0F: 3 clusters Score -186622.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -187042.328125 Penalty: 3588.151855
	Iteration 1F: 3 clusters Score -187042.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -187275.859375 Penalty: 3588.151855
	Iteration 2F: 3 clusters Score -187275.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -187390.203125 Penalty: 3588.151855
	Iteration 3Q: 3 clusters Score -187390.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -187465.656250 Penalty: 3588.151855
	Iteration 4Q: 3 clusters Score -187465.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -187521.437500 Penalty: 3588.151855
	Iteration 5Q: 3 clusters Score -187521.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -187553.906250 Penalty: 3588.151855
	Iteration 6Q: 3 clusters Score -187553.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -187582.781250 Penalty: 3588.151855
	Iteration 7Q: 3 clusters Score -187582.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -187608.781250 Penalty: 3588.151855
	Iteration 8Q: 3 clusters Score -187608.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -187630.000000 Penalty: 3588.151855
	Iteration 9Q: 3 clusters Score -187630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -187646.828125 Penalty: 3588.151855
	Iteration 10Q: 3 clusters Score -187646.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -187669.109375 Penalty: 3588.151855
	Iteration 11Q: 3 clusters Score -187669.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -187688.437500 Penalty: 3588.151855
	Iteration 12Q: 3 clusters Score -187688.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -187704.546875 Penalty: 3588.151855
	Iteration 13Q: 3 clusters Score -187704.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -187720.343750 Penalty: 3588.151855
	Iteration 14Q: 3 clusters Score -187720.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -187729.546875 Penalty: 3588.151855
	Iteration 15Q: 3 clusters Score -187729.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -187733.953125 Penalty: 3588.151855
	Iteration 16Q: 3 clusters Score -187734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -187739.406250 Penalty: 3588.151855
	Iteration 17Q: 3 clusters Score -187739.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -187740.421875 Penalty: 3588.151855
	Iteration 18Q: 3 clusters Score -187740.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -187740.812500 Penalty: 3588.151855
	Iteration 19Q: 3 clusters Score -187740.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -187741.703125 Penalty: 3588.151855
	Iteration 20F: 3 clusters Score -187741.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -187743.625000 Penalty: 3588.151855
	Iteration 21Q: 3 clusters Score -187743.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -187745.812500 Penalty: 3588.151855
	Iteration 22Q: 3 clusters Score -187745.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -187747.953125 Penalty: 3588.151855
	Iteration 23Q: 3 clusters Score -187748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -187747.953125 Penalty: 3588.151855
	Iteration 24F: 3 clusters Score -187748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Entering Unmasked Estep 
Score: -1366912.625000 Penalty: 2283.717773
	Iteration 0F: 2 clusters Score -1366913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1359258.375000 Penalty: 4567.435547
	Iteration 0F: 3 clusters Score -1359258 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1361343.125000 Penalty: 4567.435547
	Iteration 1F: 3 clusters Score -1361343 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1361670.250000 Penalty: 4567.435547
	Iteration 2F: 3 clusters Score -1361670 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1361880.875000 Penalty: 4567.435547
	Iteration 3F: 3 clusters Score -1361881 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1362029.500000 Penalty: 4567.435547
	Iteration 4Q: 3 clusters Score -1362030 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1362147.375000 Penalty: 4567.435547
	Iteration 5Q: 3 clusters Score -1362147 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1362280.000000 Penalty: 4567.435547
	Iteration 6Q: 3 clusters Score -1362280 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1362418.125000 Penalty: 4567.435547
	Iteration 7Q: 3 clusters Score -1362418 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1362571.500000 Penalty: 4567.435547
	Iteration 8Q: 3 clusters Score -1362572 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1362734.125000 Penalty: 4567.435547
	Iteration 9Q: 3 clusters Score -1362734 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1362914.125000 Penalty: 4567.435547
	Iteration 10Q: 3 clusters Score -1362914 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1363114.750000 Penalty: 4567.435547
	Iteration 11Q: 3 clusters Score -1363115 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1363301.000000 Penalty: 4567.435547
	Iteration 12Q: 3 clusters Score -1363301 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1363519.000000 Penalty: 4567.435547
	Iteration 13Q: 3 clusters Score -1363519 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1363743.000000 Penalty: 4567.435547
	Iteration 14Q: 3 clusters Score -1363743 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1363968.000000 Penalty: 4567.435547
	Iteration 15Q: 3 clusters Score -1363968 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1364179.000000 Penalty: 4567.435547
	Iteration 16Q: 3 clusters Score -1364179 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1364352.500000 Penalty: 4567.435547
	Iteration 17Q: 3 clusters Score -1364352 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1364484.750000 Penalty: 4567.435547
	Iteration 18Q: 3 clusters Score -1364485 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1364583.125000 Penalty: 4567.435547
	Iteration 19Q: 3 clusters Score -1364583 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1364650.125000 Penalty: 4567.435547
	Iteration 20F: 3 clusters Score -1364650 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1364716.625000 Penalty: 4567.435547
	Iteration 21Q: 3 clusters Score -1364717 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1364792.500000 Penalty: 4567.435547
	Iteration 22Q: 3 clusters Score -1364792 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1364849.875000 Penalty: 4567.435547
	Iteration 23Q: 3 clusters Score -1364850 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1364911.750000 Penalty: 4567.435547
	Iteration 24Q: 3 clusters Score -1364912 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1364976.000000 Penalty: 4567.435547
	Iteration 25Q: 3 clusters Score -1364976 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1365027.875000 Penalty: 4567.435547
	Iteration 26Q: 3 clusters Score -1365028 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1365082.750000 Penalty: 4567.435547
	Iteration 27Q: 3 clusters Score -1365083 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1365138.875000 Penalty: 4567.435547
	Iteration 28Q: 3 clusters Score -1365139 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1365206.250000 Penalty: 4567.435547
	Iteration 29Q: 3 clusters Score -1365206 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1365272.125000 Penalty: 4567.435547
	Iteration 30Q: 3 clusters Score -1365272 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1365345.125000 Penalty: 4567.435547
	Iteration 31Q: 3 clusters Score -1365345 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1365420.250000 Penalty: 4567.435547
	Iteration 32Q: 3 clusters Score -1365420 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1365502.375000 Penalty: 4567.435547
	Iteration 33Q: 3 clusters Score -1365502 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1365577.875000 Penalty: 4567.435547
	Iteration 34Q: 3 clusters Score -1365578 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1365641.125000 Penalty: 4567.435547
	Iteration 35Q: 3 clusters Score -1365641 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1365693.250000 Penalty: 4567.435547
	Iteration 36Q: 3 clusters Score -1365693 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1365740.125000 Penalty: 4567.435547
	Iteration 37Q: 3 clusters Score -1365740 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1365795.000000 Penalty: 4567.435547
	Iteration 38Q: 3 clusters Score -1365795 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1365854.625000 Penalty: 4567.435547
	Iteration 39Q: 3 clusters Score -1365855 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1365920.375000 Penalty: 4567.435547
	Iteration 40F: 3 clusters Score -1365920 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1365990.500000 Penalty: 4567.435547
	Iteration 41Q: 3 clusters Score -1365990 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1366034.625000 Penalty: 4567.435547
	Iteration 42Q: 3 clusters Score -1366035 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1366081.375000 Penalty: 4567.435547
	Iteration 43Q: 3 clusters Score -1366081 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1366120.750000 Penalty: 4567.435547
	Iteration 44Q: 3 clusters Score -1366121 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1366154.875000 Penalty: 4567.435547
	Iteration 45Q: 3 clusters Score -1366155 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1366174.625000 Penalty: 4567.435547
	Iteration 46Q: 3 clusters Score -1366175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1366194.125000 Penalty: 4567.435547
	Iteration 47Q: 3 clusters Score -1366194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1366208.625000 Penalty: 4567.435547
	Iteration 48Q: 3 clusters Score -1366209 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1366218.750000 Penalty: 4567.435547
	Iteration 49Q: 3 clusters Score -1366219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1366225.750000 Penalty: 4567.435547
	Iteration 50Q: 3 clusters Score -1366226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1366230.500000 Penalty: 4567.435547
	Iteration 51Q: 3 clusters Score -1366230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1366236.875000 Penalty: 4567.435547
	Iteration 52Q: 3 clusters Score -1366237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1366240.125000 Penalty: 4567.435547
	Iteration 53Q: 3 clusters Score -1366240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1366240.875000 Penalty: 4567.435547
	Iteration 54Q: 3 clusters Score -1366241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1366245.500000 Penalty: 4567.435547
	Iteration 55Q: 3 clusters Score -1366246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1366245.750000 Penalty: 4567.435547
	Iteration 56Q: 3 clusters Score -1366246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1366250.000000 Penalty: 4567.435547
	Iteration 57Q: 3 clusters Score -1366250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1366253.500000 Penalty: 4567.435547
	Iteration 58Q: 3 clusters Score -1366254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1366254.875000 Penalty: 4567.435547
	Iteration 59Q: 3 clusters Score -1366255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1366257.500000 Penalty: 4567.435547
	Iteration 60F: 3 clusters Score -1366258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1366258.625000 Penalty: 4567.435547
	Iteration 61Q: 3 clusters Score -1366259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1366259.125000 Penalty: 4567.435547
	Iteration 62Q: 3 clusters Score -1366259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1366259.125000 Penalty: 4567.435547
	Iteration 63F: 3 clusters Score -1366259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -164671.453125 Penalty: 1770.438965
	Iteration 0F: 2 clusters Score -164671.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -162560.312500 Penalty: 3540.877930
	Iteration 0F: 3 clusters Score -162560.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -163013.031250 Penalty: 3540.877930
	Iteration 1F: 3 clusters Score -163013 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -163289.156250 Penalty: 3540.877930
	Iteration 2F: 3 clusters Score -163289.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -163611.890625 Penalty: 3540.877930
	Iteration 3F: 3 clusters Score -163611.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -163892.093750 Penalty: 3540.877930
	Iteration 4F: 3 clusters Score -163892.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -164067.171875 Penalty: 3540.877930
	Iteration 5F: 3 clusters Score -164067.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -164184.406250 Penalty: 3540.877930
	Iteration 6Q: 3 clusters Score -164184.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -164275.453125 Penalty: 3540.877930
	Iteration 7Q: 3 clusters Score -164275.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -164358.296875 Penalty: 3540.877930
	Iteration 8Q: 3 clusters Score -164358.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -164539.921875 Penalty: 3540.877930
	Iteration 9Q: 3 clusters Score -164539.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -164842.109375 Penalty: 3540.877930
	Iteration 10Q: 3 clusters Score -164842.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -165237.296875 Penalty: 3540.877930
	Iteration 11Q: 3 clusters Score -165237.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -165477.187500 Penalty: 3540.877930
	Iteration 12Q: 3 clusters Score -165477.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -165567.281250 Penalty: 3540.877930
	Iteration 13Q: 3 clusters Score -165567.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -165613.562500 Penalty: 3540.877930
	Iteration 14Q: 3 clusters Score -165613.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -165633.421875 Penalty: 3540.877930
	Iteration 15Q: 3 clusters Score -165633.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -165633.421875 Penalty: 3540.877930
	Iteration 16F: 3 clusters Score -165633.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 152512 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44423 members 
Mstep: Class 6 contains 32709 members 
Mstep: Class 7 contains 42497 members 
Mstep: Class 8 contains 17641 members 
Mstep: Class 9 contains 134355 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22557 members 
Mstep: Class 12 contains 47184 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26055 members 
Mstep: Class 15 contains 130597 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43495 members 
Mstep: Class 20 contains 125004 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31771 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44107 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65148 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 744 members 
Mstep: Class 33 contains 516 members 
Entering Unmasked Estep 
Score: -142956656.000000 Penalty: 113492.750000
Splitting cluster 32 changes total score from -142957216.000000 to -142956656.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 152512 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44423 members 
Mstep: Class 6 contains 32709 members 
Mstep: Class 7 contains 42497 members 
Mstep: Class 8 contains 17641 members 
Mstep: Class 9 contains 134355 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22557 members 
Mstep: Class 12 contains 47184 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26055 members 
Mstep: Class 15 contains 130597 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43495 members 
Mstep: Class 20 contains 125004 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31771 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44107 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65148 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957248.000000 Penalty: 110053.570312
Iteration 359Q: 33 clusters Score -1.429572e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152530 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44422 members 
Mstep: Class 6 contains 32713 members 
Mstep: Class 7 contains 42496 members 
Mstep: Class 8 contains 17640 members 
Mstep: Class 9 contains 134350 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22555 members 
Mstep: Class 12 contains 47182 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26057 members 
Mstep: Class 15 contains 130575 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43498 members 
Mstep: Class 20 contains 125007 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31776 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44108 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65146 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957184.000000 Penalty: 110053.570312
Iteration 360F: 33 clusters Score -1.429572e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152552 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44420 members 
Mstep: Class 6 contains 32717 members 
Mstep: Class 7 contains 42493 members 
Mstep: Class 8 contains 17640 members 
Mstep: Class 9 contains 134345 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22555 members 
Mstep: Class 12 contains 47174 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26060 members 
Mstep: Class 15 contains 130549 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43499 members 
Mstep: Class 20 contains 125021 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31778 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44105 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65147 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957040.000000 Penalty: 110053.570312
Iteration 361Q: 33 clusters Score -1.42957e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152581 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44421 members 
Mstep: Class 6 contains 32723 members 
Mstep: Class 7 contains 42490 members 
Mstep: Class 8 contains 17640 members 
Mstep: Class 9 contains 134318 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22555 members 
Mstep: Class 12 contains 47174 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26062 members 
Mstep: Class 15 contains 130533 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43500 members 
Mstep: Class 20 contains 125031 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31779 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44105 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65143 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957056.000000 Penalty: 110053.570312
Iteration 362Q: 33 clusters Score -1.429571e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152600 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44418 members 
Mstep: Class 6 contains 32725 members 
Mstep: Class 7 contains 42488 members 
Mstep: Class 8 contains 17642 members 
Mstep: Class 9 contains 134319 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22554 members 
Mstep: Class 12 contains 47175 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26062 members 
Mstep: Class 15 contains 130511 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43500 members 
Mstep: Class 20 contains 125040 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31780 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44103 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65138 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957040.000000 Penalty: 110053.570312
Iteration 363Q: 33 clusters Score -1.42957e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152633 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44419 members 
Mstep: Class 6 contains 32725 members 
Mstep: Class 7 contains 42487 members 
Mstep: Class 8 contains 17642 members 
Mstep: Class 9 contains 134318 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22554 members 
Mstep: Class 12 contains 47175 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26062 members 
Mstep: Class 15 contains 130468 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43501 members 
Mstep: Class 20 contains 125054 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31782 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44101 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65134 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957072.000000 Penalty: 110053.570312
Iteration 364Q: 33 clusters Score -1.429571e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152660 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44416 members 
Mstep: Class 6 contains 32728 members 
Mstep: Class 7 contains 42487 members 
Mstep: Class 8 contains 17642 members 
Mstep: Class 9 contains 134310 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22552 members 
Mstep: Class 12 contains 47171 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26062 members 
Mstep: Class 15 contains 130444 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 7532 members 
Mstep: Class 19 contains 43502 members 
Mstep: Class 20 contains 125070 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31782 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44099 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65130 members 
Mstep: Class 30 contains 1385 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957008.000000 Penalty: 110053.570312
Iteration 365Q: 33 clusters Score -1.42957e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152686 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44412 members 
Mstep: Class 6 contains 32729 members 
Mstep: Class 7 contains 42488 members 
Mstep: Class 8 contains 17643 members 
Mstep: Class 9 contains 134308 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22552 members 
Mstep: Class 12 contains 47169 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26062 members 
Mstep: Class 15 contains 130416 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43503 members 
Mstep: Class 20 contains 125081 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31782 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44099 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65126 members 
Mstep: Class 30 contains 1384 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956992.000000 Penalty: 110053.570312
Iteration 366Q: 33 clusters Score -1.42957e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152709 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44411 members 
Mstep: Class 6 contains 32735 members 
Mstep: Class 7 contains 42487 members 
Mstep: Class 8 contains 17643 members 
Mstep: Class 9 contains 134295 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22555 members 
Mstep: Class 12 contains 47169 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26063 members 
Mstep: Class 15 contains 130395 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43503 members 
Mstep: Class 20 contains 125086 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31786 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44097 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65121 members 
Mstep: Class 30 contains 1385 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956944.000000 Penalty: 110053.570312
Iteration 367Q: 33 clusters Score -1.429569e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152726 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44412 members 
Mstep: Class 6 contains 32745 members 
Mstep: Class 7 contains 42485 members 
Mstep: Class 8 contains 17642 members 
Mstep: Class 9 contains 134291 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22555 members 
Mstep: Class 12 contains 47170 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26063 members 
Mstep: Class 15 contains 130378 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43503 members 
Mstep: Class 20 contains 125088 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31787 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44096 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65113 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957008.000000 Penalty: 110053.570312
Iteration 368Q: 33 clusters Score -1.42957e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152741 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44414 members 
Mstep: Class 6 contains 32746 members 
Mstep: Class 7 contains 42485 members 
Mstep: Class 8 contains 17642 members 
Mstep: Class 9 contains 134287 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22557 members 
Mstep: Class 12 contains 47167 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26063 members 
Mstep: Class 15 contains 130365 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43504 members 
Mstep: Class 20 contains 125092 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31788 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44097 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65106 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956960.000000 Penalty: 110053.570312
Iteration 369Q: 33 clusters Score -1.42957e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152774 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44409 members 
Mstep: Class 6 contains 32751 members 
Mstep: Class 7 contains 42485 members 
Mstep: Class 8 contains 17643 members 
Mstep: Class 9 contains 134280 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22556 members 
Mstep: Class 12 contains 47163 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26064 members 
Mstep: Class 15 contains 130343 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43504 members 
Mstep: Class 20 contains 125097 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31789 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44096 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65099 members 
Mstep: Class 30 contains 1387 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956928.000000 Penalty: 110053.570312
Iteration 370Q: 33 clusters Score -1.429569e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152788 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44407 members 
Mstep: Class 6 contains 32755 members 
Mstep: Class 7 contains 42486 members 
Mstep: Class 8 contains 17645 members 
Mstep: Class 9 contains 134283 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22553 members 
Mstep: Class 12 contains 47157 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26064 members 
Mstep: Class 15 contains 130326 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43504 members 
Mstep: Class 20 contains 125101 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31790 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44094 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65097 members 
Mstep: Class 30 contains 1390 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956912.000000 Penalty: 110053.570312
Iteration 371Q: 33 clusters Score -1.429569e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152802 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44403 members 
Mstep: Class 6 contains 32759 members 
Mstep: Class 7 contains 42487 members 
Mstep: Class 8 contains 17647 members 
Mstep: Class 9 contains 134287 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22554 members 
Mstep: Class 12 contains 47150 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26065 members 
Mstep: Class 15 contains 130311 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43504 members 
Mstep: Class 20 contains 125103 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31791 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44093 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65092 members 
Mstep: Class 30 contains 1392 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956848.000000 Penalty: 110053.570312
Iteration 372Q: 33 clusters Score -1.429568e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152812 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44399 members 
Mstep: Class 6 contains 32760 members 
Mstep: Class 7 contains 42487 members 
Mstep: Class 8 contains 17648 members 
Mstep: Class 9 contains 134295 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22554 members 
Mstep: Class 12 contains 47147 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26065 members 
Mstep: Class 15 contains 130304 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43504 members 
Mstep: Class 20 contains 125110 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31790 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44093 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65082 members 
Mstep: Class 30 contains 1391 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956928.000000 Penalty: 110053.570312
Iteration 373Q: 33 clusters Score -1.429569e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152817 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44400 members 
Mstep: Class 6 contains 32762 members 
Mstep: Class 7 contains 42487 members 
Mstep: Class 8 contains 17648 members 
Mstep: Class 9 contains 134298 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22553 members 
Mstep: Class 12 contains 47144 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26065 members 
Mstep: Class 15 contains 130303 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43504 members 
Mstep: Class 20 contains 125109 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31791 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44094 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65076 members 
Mstep: Class 30 contains 1390 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956944.000000 Penalty: 110053.570312
Iteration 374Q: 33 clusters Score -1.429569e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152830 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44396 members 
Mstep: Class 6 contains 32763 members 
Mstep: Class 7 contains 42487 members 
Mstep: Class 8 contains 17649 members 
Mstep: Class 9 contains 134306 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22554 members 
Mstep: Class 12 contains 47142 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26064 members 
Mstep: Class 15 contains 130292 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43504 members 
Mstep: Class 20 contains 125109 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31792 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44093 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65071 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956992.000000 Penalty: 110053.570312
Iteration 375Q: 33 clusters Score -1.42957e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152837 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44396 members 
Mstep: Class 6 contains 32760 members 
Mstep: Class 7 contains 42486 members 
Mstep: Class 8 contains 17650 members 
Mstep: Class 9 contains 134310 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22554 members 
Mstep: Class 12 contains 47144 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26064 members 
Mstep: Class 15 contains 130285 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43505 members 
Mstep: Class 20 contains 125109 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31793 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44091 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65068 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956944.000000 Penalty: 110053.570312
Iteration 376Q: 33 clusters Score -1.429569e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152842 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44396 members 
Mstep: Class 6 contains 32761 members 
Mstep: Class 7 contains 42486 members 
Mstep: Class 8 contains 17649 members 
Mstep: Class 9 contains 134311 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22555 members 
Mstep: Class 12 contains 47145 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26064 members 
Mstep: Class 15 contains 130276 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43505 members 
Mstep: Class 20 contains 125113 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31795 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44089 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65065 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956944.000000 Penalty: 110053.570312
Iteration 377Q: 33 clusters Score -1.429569e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152850 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44396 members 
Mstep: Class 6 contains 32759 members 
Mstep: Class 7 contains 42486 members 
Mstep: Class 8 contains 17647 members 
Mstep: Class 9 contains 134312 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22556 members 
Mstep: Class 12 contains 47145 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26064 members 
Mstep: Class 15 contains 130269 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43505 members 
Mstep: Class 20 contains 125122 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31793 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44087 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65060 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956864.000000 Penalty: 110053.570312
Iteration 378Q: 33 clusters Score -1.429569e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152856 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44394 members 
Mstep: Class 6 contains 32759 members 
Mstep: Class 7 contains 42486 members 
Mstep: Class 8 contains 17647 members 
Mstep: Class 9 contains 134310 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22554 members 
Mstep: Class 12 contains 47144 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26064 members 
Mstep: Class 15 contains 130270 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43505 members 
Mstep: Class 20 contains 125129 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31793 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44085 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65055 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956800.000000 Penalty: 110053.570312
Iteration 379Q: 33 clusters Score -1.429568e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152860 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44395 members 
Mstep: Class 6 contains 32759 members 
Mstep: Class 7 contains 42485 members 
Mstep: Class 8 contains 17647 members 
Mstep: Class 9 contains 134305 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22556 members 
Mstep: Class 12 contains 47145 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26065 members 
Mstep: Class 15 contains 130270 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43505 members 
Mstep: Class 20 contains 125129 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31794 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44086 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65050 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956880.000000 Penalty: 110053.570312
Iteration 380F: 33 clusters Score -1.429569e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152862 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44393 members 
Mstep: Class 6 contains 32761 members 
Mstep: Class 7 contains 42486 members 
Mstep: Class 8 contains 17649 members 
Mstep: Class 9 contains 134305 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22557 members 
Mstep: Class 12 contains 47145 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26067 members 
Mstep: Class 15 contains 130263 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43505 members 
Mstep: Class 20 contains 125130 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31795 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44087 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65046 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956880.000000 Penalty: 110053.570312
Iteration 381Q: 33 clusters Score -1.429569e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152868 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44394 members 
Mstep: Class 6 contains 32761 members 
Mstep: Class 7 contains 42488 members 
Mstep: Class 8 contains 17650 members 
Mstep: Class 9 contains 134309 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22556 members 
Mstep: Class 12 contains 47144 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26067 members 
Mstep: Class 15 contains 130254 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43506 members 
Mstep: Class 20 contains 125129 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31796 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44087 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65042 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956864.000000 Penalty: 110053.570312
Iteration 382Q: 33 clusters Score -1.429569e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152888 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44393 members 
Mstep: Class 6 contains 32759 members 
Mstep: Class 7 contains 42487 members 
Mstep: Class 8 contains 17652 members 
Mstep: Class 9 contains 134299 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22555 members 
Mstep: Class 12 contains 47142 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26068 members 
Mstep: Class 15 contains 130241 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43508 members 
Mstep: Class 20 contains 125134 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31797 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44088 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65039 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956848.000000 Penalty: 110053.570312
Iteration 383Q: 33 clusters Score -1.429568e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152910 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44388 members 
Mstep: Class 6 contains 32755 members 
Mstep: Class 7 contains 42490 members 
Mstep: Class 8 contains 17653 members 
Mstep: Class 9 contains 134285 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22556 members 
Mstep: Class 12 contains 47141 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26068 members 
Mstep: Class 15 contains 130234 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43508 members 
Mstep: Class 20 contains 125140 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31799 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44084 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65038 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956816.000000 Penalty: 110053.570312
Iteration 384Q: 33 clusters Score -1.429568e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152918 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44388 members 
Mstep: Class 6 contains 32754 members 
Mstep: Class 7 contains 42491 members 
Mstep: Class 8 contains 17655 members 
Mstep: Class 9 contains 134280 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22555 members 
Mstep: Class 12 contains 47141 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26068 members 
Mstep: Class 15 contains 130228 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43509 members 
Mstep: Class 20 contains 125144 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31798 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44083 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65037 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956784.000000 Penalty: 110053.570312
Iteration 385Q: 33 clusters Score -1.429568e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152946 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44387 members 
Mstep: Class 6 contains 32755 members 
Mstep: Class 7 contains 42493 members 
Mstep: Class 8 contains 17656 members 
Mstep: Class 9 contains 134272 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22553 members 
Mstep: Class 12 contains 47140 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26068 members 
Mstep: Class 15 contains 130205 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43508 members 
Mstep: Class 20 contains 125155 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31797 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44080 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65034 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956800.000000 Penalty: 110053.570312
Iteration 386Q: 33 clusters Score -1.429568e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152963 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44388 members 
Mstep: Class 6 contains 32754 members 
Mstep: Class 7 contains 42496 members 
Mstep: Class 8 contains 17654 members 
Mstep: Class 9 contains 134265 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22554 members 
Mstep: Class 12 contains 47137 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26068 members 
Mstep: Class 15 contains 130194 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43507 members 
Mstep: Class 20 contains 125159 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31798 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44080 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65031 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956800.000000 Penalty: 110053.570312
Iteration 387Q: 33 clusters Score -1.429568e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 152988 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44388 members 
Mstep: Class 6 contains 32756 members 
Mstep: Class 7 contains 42496 members 
Mstep: Class 8 contains 17652 members 
Mstep: Class 9 contains 134255 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22552 members 
Mstep: Class 12 contains 47134 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26068 members 
Mstep: Class 15 contains 130171 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43507 members 
Mstep: Class 20 contains 125174 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31798 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44079 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15467 members 
Mstep: Class 29 contains 65029 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956896.000000 Penalty: 110053.570312
Iteration 388Q: 33 clusters Score -1.429569e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 153025 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44384 members 
Mstep: Class 6 contains 32761 members 
Mstep: Class 7 contains 42495 members 
Mstep: Class 8 contains 17652 members 
Mstep: Class 9 contains 134235 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22552 members 
Mstep: Class 12 contains 47132 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26068 members 
Mstep: Class 15 contains 130154 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43509 members 
Mstep: Class 20 contains 125181 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31799 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44070 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 15468 members 
Mstep: Class 29 contains 65029 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956928.000000 Penalty: 110053.570312
Iteration 389Q: 33 clusters Score -1.429569e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 153060 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44382 members 
Mstep: Class 6 contains 32760 members 
Mstep: Class 7 contains 42498 members 
Mstep: Class 8 contains 17652 members 
Mstep: Class 9 contains 134223 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22552 members 
Mstep: Class 12 contains 47134 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26068 members 
Mstep: Class 15 contains 130127 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 7530 members 
Mstep: Class 19 contains 43510 members 
Mstep: Class 20 contains 125190 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31800 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44069 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 65022 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957056.000000 Penalty: 110053.570312
Iteration 390Q: 33 clusters Score -1.429571e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 153096 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44381 members 
Mstep: Class 6 contains 32764 members 
Mstep: Class 7 contains 42497 members 
Mstep: Class 8 contains 17654 members 
Mstep: Class 9 contains 134209 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22551 members 
Mstep: Class 12 contains 47129 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26068 members 
Mstep: Class 15 contains 130117 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 7530 members 
Mstep: Class 19 contains 43513 members 
Mstep: Class 20 contains 125188 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31800 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44067 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 65013 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957104.000000 Penalty: 110053.570312
Iteration 391Q: 33 clusters Score -1.429571e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 153128 members 
Mstep: Class 4 contains 7599 members 
Mstep: Class 5 contains 44380 members 
Mstep: Class 6 contains 32765 members 
Mstep: Class 7 contains 42497 members 
Mstep: Class 8 contains 17657 members 
Mstep: Class 9 contains 134197 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22550 members 
Mstep: Class 12 contains 47124 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26069 members 
Mstep: Class 15 contains 130100 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 7530 members 
Mstep: Class 19 contains 43515 members 
Mstep: Class 20 contains 125194 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31801 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44064 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 65006 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957024.000000 Penalty: 110053.570312
Iteration 392Q: 33 clusters Score -1.42957e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 153145 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44383 members 
Mstep: Class 6 contains 32771 members 
Mstep: Class 7 contains 42496 members 
Mstep: Class 8 contains 17658 members 
Mstep: Class 9 contains 134180 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22551 members 
Mstep: Class 12 contains 47117 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26070 members 
Mstep: Class 15 contains 130094 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 7530 members 
Mstep: Class 19 contains 43517 members 
Mstep: Class 20 contains 125205 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31801 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44061 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64999 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957056.000000 Penalty: 110053.570312
Iteration 393Q: 33 clusters Score -1.429571e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 153171 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44382 members 
Mstep: Class 6 contains 32775 members 
Mstep: Class 7 contains 42492 members 
Mstep: Class 8 contains 17658 members 
Mstep: Class 9 contains 134158 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22553 members 
Mstep: Class 12 contains 47115 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26070 members 
Mstep: Class 15 contains 130083 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43519 members 
Mstep: Class 20 contains 125214 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31800 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44063 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64994 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956896.000000 Penalty: 110053.570312
Iteration 394Q: 33 clusters Score -1.429569e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 153191 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44382 members 
Mstep: Class 6 contains 32781 members 
Mstep: Class 7 contains 42490 members 
Mstep: Class 8 contains 17659 members 
Mstep: Class 9 contains 134146 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22552 members 
Mstep: Class 12 contains 47113 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26070 members 
Mstep: Class 15 contains 130068 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43519 members 
Mstep: Class 20 contains 125228 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31797 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44062 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64989 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956944.000000 Penalty: 110053.570312
Iteration 395Q: 33 clusters Score -1.429569e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2628 members 
Mstep: Class 3 contains 153207 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44377 members 
Mstep: Class 6 contains 32784 members 
Mstep: Class 7 contains 42487 members 
Mstep: Class 8 contains 17659 members 
Mstep: Class 9 contains 134136 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22552 members 
Mstep: Class 12 contains 47110 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26070 members 
Mstep: Class 15 contains 130059 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 7532 members 
Mstep: Class 19 contains 43520 members 
Mstep: Class 20 contains 125239 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31797 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44062 members 
Mstep: Class 26 contains 6582 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64985 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957040.000000 Penalty: 110053.570312
Iteration 396Q: 33 clusters Score -1.42957e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2628 members 
Mstep: Class 3 contains 153222 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44368 members 
Mstep: Class 6 contains 32782 members 
Mstep: Class 7 contains 42487 members 
Mstep: Class 8 contains 17659 members 
Mstep: Class 9 contains 134133 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22553 members 
Mstep: Class 12 contains 47110 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26070 members 
Mstep: Class 15 contains 130063 members 
Mstep: Class 16 contains 7390 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43519 members 
Mstep: Class 20 contains 125244 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31797 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44056 members 
Mstep: Class 26 contains 6583 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64983 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957200.000000 Penalty: 110053.570312
Iteration 397Q: 33 clusters Score -1.429572e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2628 members 
Mstep: Class 3 contains 153249 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44361 members 
Mstep: Class 6 contains 32778 members 
Mstep: Class 7 contains 42485 members 
Mstep: Class 8 contains 17658 members 
Mstep: Class 9 contains 134122 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22553 members 
Mstep: Class 12 contains 47108 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26070 members 
Mstep: Class 15 contains 130059 members 
Mstep: Class 16 contains 7390 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 43520 members 
Mstep: Class 20 contains 125252 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31798 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44055 members 
Mstep: Class 26 contains 6583 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64978 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957168.000000 Penalty: 110053.570312
Iteration 398Q: 33 clusters Score -1.429572e+08 nChanged 121
Entering ConstructFrom: 
Score: -142957168.000000 Penalty: 110053.570312
Entering ConstructFrom: 
Trying to split cluster 1 (6022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Entering Unmasked Estep 
Score: -810883.250000 Penalty: 2158.387207
	Iteration 0F: 2 clusters Score -810883.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -805722.250000 Penalty: 4316.774414
	Iteration 0F: 3 clusters Score -805722.2 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -807148.125000 Penalty: 4316.774414
	Iteration 1F: 3 clusters Score -807148.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -807490.875000 Penalty: 4316.774414
	Iteration 2F: 3 clusters Score -807490.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -807749.687500 Penalty: 4316.774414
	Iteration 3F: 3 clusters Score -807749.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -808011.062500 Penalty: 4316.774414
	Iteration 4F: 3 clusters Score -808011.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -808305.500000 Penalty: 4316.774414
	Iteration 5F: 3 clusters Score -808305.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -808623.500000 Penalty: 4316.774414
	Iteration 6F: 3 clusters Score -808623.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -808853.000000 Penalty: 4316.774414
	Iteration 7Q: 3 clusters Score -808853 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -809002.812500 Penalty: 4316.774414
	Iteration 8Q: 3 clusters Score -809002.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -809118.875000 Penalty: 4316.774414
	Iteration 9Q: 3 clusters Score -809118.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -809200.750000 Penalty: 4316.774414
	Iteration 10Q: 3 clusters Score -809200.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -809259.750000 Penalty: 4316.774414
	Iteration 11Q: 3 clusters Score -809259.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -809296.687500 Penalty: 4316.774414
	Iteration 12Q: 3 clusters Score -809296.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -809329.562500 Penalty: 4316.774414
	Iteration 13Q: 3 clusters Score -809329.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -809348.937500 Penalty: 4316.774414
	Iteration 14Q: 3 clusters Score -809348.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -809366.250000 Penalty: 4316.774414
	Iteration 15Q: 3 clusters Score -809366.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -809377.500000 Penalty: 4316.774414
	Iteration 16Q: 3 clusters Score -809377.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -809387.437500 Penalty: 4316.774414
	Iteration 17Q: 3 clusters Score -809387.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -809395.500000 Penalty: 4316.774414
	Iteration 18Q: 3 clusters Score -809395.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -809406.187500 Penalty: 4316.774414
	Iteration 19Q: 3 clusters Score -809406.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -809419.500000 Penalty: 4316.774414
	Iteration 20F: 3 clusters Score -809419.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -809431.875000 Penalty: 4316.774414
	Iteration 21Q: 3 clusters Score -809431.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -809448.187500 Penalty: 4316.774414
	Iteration 22Q: 3 clusters Score -809448.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -809464.750000 Penalty: 4316.774414
	Iteration 23Q: 3 clusters Score -809464.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -809486.562500 Penalty: 4316.774414
	Iteration 24Q: 3 clusters Score -809486.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -809507.125000 Penalty: 4316.774414
	Iteration 25Q: 3 clusters Score -809507.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -809536.875000 Penalty: 4316.774414
	Iteration 26Q: 3 clusters Score -809536.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -809564.125000 Penalty: 4316.774414
	Iteration 27Q: 3 clusters Score -809564.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -809595.875000 Penalty: 4316.774414
	Iteration 28Q: 3 clusters Score -809595.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -809626.000000 Penalty: 4316.774414
	Iteration 29Q: 3 clusters Score -809626 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -809677.375000 Penalty: 4316.774414
	Iteration 30Q: 3 clusters Score -809677.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -809740.062500 Penalty: 4316.774414
	Iteration 31Q: 3 clusters Score -809740.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -809840.312500 Penalty: 4316.774414
	Iteration 32Q: 3 clusters Score -809840.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -809997.875000 Penalty: 4316.774414
	Iteration 33Q: 3 clusters Score -809997.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -810257.125000 Penalty: 4316.774414
	Iteration 34Q: 3 clusters Score -810257.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -810632.312500 Penalty: 4316.774414
	Iteration 35Q: 3 clusters Score -810632.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -810900.625000 Penalty: 4316.774414
	Iteration 36Q: 3 clusters Score -810900.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -811050.125000 Penalty: 4316.774414
	Iteration 37Q: 3 clusters Score -811050.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -811204.062500 Penalty: 4316.774414
	Iteration 38Q: 3 clusters Score -811204.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -811309.312500 Penalty: 4316.774414
	Iteration 39Q: 3 clusters Score -811309.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -811367.562500 Penalty: 4316.774414
	Iteration 40F: 3 clusters Score -811367.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -811387.687500 Penalty: 4316.774414
	Iteration 41Q: 3 clusters Score -811387.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -811397.562500 Penalty: 4316.774414
	Iteration 42Q: 3 clusters Score -811397.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -811406.500000 Penalty: 4316.774414
	Iteration 43Q: 3 clusters Score -811406.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -811409.437500 Penalty: 4316.774414
	Iteration 44Q: 3 clusters Score -811409.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -811410.562500 Penalty: 4316.774414
	Iteration 45Q: 3 clusters Score -811410.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -811410.500000 Penalty: 4316.774414
	Iteration 46Q: 3 clusters Score -811410.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -811411.000000 Penalty: 4316.774414
	Iteration 47Q: 3 clusters Score -811411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -811412.562500 Penalty: 4316.774414
	Iteration 48Q: 3 clusters Score -811412.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -811411.312500 Penalty: 4316.774414
	Iteration 49Q: 3 clusters Score -811411.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -811414.250000 Penalty: 4316.774414
	Iteration 50Q: 3 clusters Score -811414.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -811414.812500 Penalty: 4316.774414
	Iteration 51Q: 3 clusters Score -811414.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -811414.812500 Penalty: 4316.774414
	Iteration 52F: 3 clusters Score -811414.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2628 members 
Mstep: Class 3 contains 153287 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44357 members 
Mstep: Class 6 contains 32778 members 
Mstep: Class 7 contains 42481 members 
Mstep: Class 8 contains 17657 members 
Mstep: Class 9 contains 134110 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22552 members 
Mstep: Class 12 contains 47100 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26070 members 
Mstep: Class 15 contains 130059 members 
Mstep: Class 16 contains 7390 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7530 members 
Mstep: Class 19 contains 43520 members 
Mstep: Class 20 contains 125258 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31796 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44052 members 
Mstep: Class 26 contains 6583 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64971 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Mstep: Class 33 contains 2047 members 
Entering Unmasked Estep 
Score: -142956336.000000 Penalty: 113492.750000
Splitting cluster 1 changes total score from -142957168.000000 to -142956336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Entering Unmasked Estep 
Score: -346374.906250 Penalty: 1952.746704
	Iteration 0F: 2 clusters Score -346374.9 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 1332 members 
Entering Unmasked Estep 
Score: -343376.187500 Penalty: 3905.493408
	Iteration 0F: 3 clusters Score -343376.2 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -344061.093750 Penalty: 3905.493408
	Iteration 1F: 3 clusters Score -344061.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -344210.187500 Penalty: 3905.493408
	Iteration 2F: 3 clusters Score -344210.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -344287.687500 Penalty: 3905.493408
	Iteration 3Q: 3 clusters Score -344287.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -344345.687500 Penalty: 3905.493408
	Iteration 4Q: 3 clusters Score -344345.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -344385.812500 Penalty: 3905.493408
	Iteration 5Q: 3 clusters Score -344385.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -344409.406250 Penalty: 3905.493408
	Iteration 6Q: 3 clusters Score -344409.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -344421.000000 Penalty: 3905.493408
	Iteration 7Q: 3 clusters Score -344421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -344428.187500 Penalty: 3905.493408
	Iteration 8Q: 3 clusters Score -344428.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -344439.906250 Penalty: 3905.493408
	Iteration 9Q: 3 clusters Score -344439.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -344454.593750 Penalty: 3905.493408
	Iteration 10Q: 3 clusters Score -344454.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -344465.812500 Penalty: 3905.493408
	Iteration 11Q: 3 clusters Score -344465.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -344475.093750 Penalty: 3905.493408
	Iteration 12Q: 3 clusters Score -344475.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -344480.093750 Penalty: 3905.493408
	Iteration 13Q: 3 clusters Score -344480.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -344486.781250 Penalty: 3905.493408
	Iteration 14Q: 3 clusters Score -344486.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -344494.593750 Penalty: 3905.493408
	Iteration 15Q: 3 clusters Score -344494.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -344499.781250 Penalty: 3905.493408
	Iteration 16Q: 3 clusters Score -344499.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -344502.875000 Penalty: 3905.493408
	Iteration 17Q: 3 clusters Score -344502.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -344508.406250 Penalty: 3905.493408
	Iteration 18Q: 3 clusters Score -344508.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -344511.437500 Penalty: 3905.493408
	Iteration 19Q: 3 clusters Score -344511.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -344515.906250 Penalty: 3905.493408
	Iteration 20F: 3 clusters Score -344515.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -344523.656250 Penalty: 3905.493408
	Iteration 21Q: 3 clusters Score -344523.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -344530.812500 Penalty: 3905.493408
	Iteration 22Q: 3 clusters Score -344530.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -344533.687500 Penalty: 3905.493408
	Iteration 23Q: 3 clusters Score -344533.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -344535.593750 Penalty: 3905.493408
	Iteration 24Q: 3 clusters Score -344535.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -344536.406250 Penalty: 3905.493408
	Iteration 25Q: 3 clusters Score -344536.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -344537.562500 Penalty: 3905.493408
	Iteration 26Q: 3 clusters Score -344537.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -344539.000000 Penalty: 3905.493408
	Iteration 27Q: 3 clusters Score -344539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -344539.625000 Penalty: 3905.493408
	Iteration 28Q: 3 clusters Score -344539.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -344540.406250 Penalty: 3905.493408
	Iteration 29Q: 3 clusters Score -344540.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -344540.593750 Penalty: 3905.493408
	Iteration 30Q: 3 clusters Score -344540.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -344541.687500 Penalty: 3905.493408
	Iteration 31Q: 3 clusters Score -344541.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -344542.468750 Penalty: 3905.493408
	Iteration 32Q: 3 clusters Score -344542.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -344543.062500 Penalty: 3905.493408
	Iteration 33Q: 3 clusters Score -344543.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -344544.500000 Penalty: 3905.493408
	Iteration 34Q: 3 clusters Score -344544.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -344545.656250 Penalty: 3905.493408
	Iteration 35Q: 3 clusters Score -344545.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -344548.750000 Penalty: 3905.493408
	Iteration 36Q: 3 clusters Score -344548.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -344550.687500 Penalty: 3905.493408
	Iteration 37Q: 3 clusters Score -344550.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -344552.125000 Penalty: 3905.493408
	Iteration 38Q: 3 clusters Score -344552.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -344554.687500 Penalty: 3905.493408
	Iteration 39Q: 3 clusters Score -344554.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -344556.218750 Penalty: 3905.493408
	Iteration 40F: 3 clusters Score -344556.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -344557.593750 Penalty: 3905.493408
	Iteration 41Q: 3 clusters Score -344557.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -344556.968750 Penalty: 3905.493408
	Iteration 42Q: 3 clusters Score -344557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -344560.406250 Penalty: 3905.493408
	Iteration 43Q: 3 clusters Score -344560.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -344563.718750 Penalty: 3905.493408
	Iteration 44Q: 3 clusters Score -344563.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -344568.250000 Penalty: 3905.493408
	Iteration 45Q: 3 clusters Score -344568.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -344573.562500 Penalty: 3905.493408
	Iteration 46Q: 3 clusters Score -344573.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -344576.750000 Penalty: 3905.493408
	Iteration 47Q: 3 clusters Score -344576.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -344580.812500 Penalty: 3905.493408
	Iteration 48Q: 3 clusters Score -344580.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -344585.781250 Penalty: 3905.493408
	Iteration 49Q: 3 clusters Score -344585.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -344591.093750 Penalty: 3905.493408
	Iteration 50Q: 3 clusters Score -344591.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -344599.531250 Penalty: 3905.493408
	Iteration 51Q: 3 clusters Score -344599.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -344605.968750 Penalty: 3905.493408
	Iteration 52Q: 3 clusters Score -344606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -344615.062500 Penalty: 3905.493408
	Iteration 53Q: 3 clusters Score -344615.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -344621.875000 Penalty: 3905.493408
	Iteration 54Q: 3 clusters Score -344621.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -344628.500000 Penalty: 3905.493408
	Iteration 55Q: 3 clusters Score -344628.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -344632.968750 Penalty: 3905.493408
	Iteration 56Q: 3 clusters Score -344633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -344638.687500 Penalty: 3905.493408
	Iteration 57Q: 3 clusters Score -344638.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -344649.031250 Penalty: 3905.493408
	Iteration 58Q: 3 clusters Score -344649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -344656.062500 Penalty: 3905.493408
	Iteration 59Q: 3 clusters Score -344656.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -344662.343750 Penalty: 3905.493408
	Iteration 60F: 3 clusters Score -344662.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -344665.468750 Penalty: 3905.493408
	Iteration 61Q: 3 clusters Score -344665.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -344669.062500 Penalty: 3905.493408
	Iteration 62Q: 3 clusters Score -344669.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -344673.000000 Penalty: 3905.493408
	Iteration 63Q: 3 clusters Score -344673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -344678.000000 Penalty: 3905.493408
	Iteration 64Q: 3 clusters Score -344678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -344685.218750 Penalty: 3905.493408
	Iteration 65Q: 3 clusters Score -344685.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -344688.125000 Penalty: 3905.493408
	Iteration 66Q: 3 clusters Score -344688.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -344691.531250 Penalty: 3905.493408
	Iteration 67Q: 3 clusters Score -344691.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -344694.718750 Penalty: 3905.493408
	Iteration 68Q: 3 clusters Score -344694.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -344697.968750 Penalty: 3905.493408
	Iteration 69Q: 3 clusters Score -344698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -344702.843750 Penalty: 3905.493408
	Iteration 70Q: 3 clusters Score -344702.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -344707.031250 Penalty: 3905.493408
	Iteration 71Q: 3 clusters Score -344707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -344708.156250 Penalty: 3905.493408
	Iteration 72Q: 3 clusters Score -344708.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -344712.187500 Penalty: 3905.493408
	Iteration 73Q: 3 clusters Score -344712.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -344715.843750 Penalty: 3905.493408
	Iteration 74Q: 3 clusters Score -344715.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -344721.531250 Penalty: 3905.493408
	Iteration 75Q: 3 clusters Score -344721.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -344725.500000 Penalty: 3905.493408
	Iteration 76Q: 3 clusters Score -344725.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -344729.906250 Penalty: 3905.493408
	Iteration 77Q: 3 clusters Score -344729.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -344735.062500 Penalty: 3905.493408
	Iteration 78Q: 3 clusters Score -344735.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -344743.843750 Penalty: 3905.493408
	Iteration 79Q: 3 clusters Score -344743.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -344753.687500 Penalty: 3905.493408
	Iteration 80F: 3 clusters Score -344753.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -344764.250000 Penalty: 3905.493408
	Iteration 81Q: 3 clusters Score -344764.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -344771.062500 Penalty: 3905.493408
	Iteration 82Q: 3 clusters Score -344771.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -344778.500000 Penalty: 3905.493408
	Iteration 83Q: 3 clusters Score -344778.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -344784.812500 Penalty: 3905.493408
	Iteration 84Q: 3 clusters Score -344784.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -344795.468750 Penalty: 3905.493408
	Iteration 85Q: 3 clusters Score -344795.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -344806.062500 Penalty: 3905.493408
	Iteration 86Q: 3 clusters Score -344806.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -344815.781250 Penalty: 3905.493408
	Iteration 87Q: 3 clusters Score -344815.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -344824.562500 Penalty: 3905.493408
	Iteration 88Q: 3 clusters Score -344824.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -344837.375000 Penalty: 3905.493408
	Iteration 89Q: 3 clusters Score -344837.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -344846.875000 Penalty: 3905.493408
	Iteration 90Q: 3 clusters Score -344846.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -344859.125000 Penalty: 3905.493408
	Iteration 91Q: 3 clusters Score -344859.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -344867.187500 Penalty: 3905.493408
	Iteration 92Q: 3 clusters Score -344867.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -344871.937500 Penalty: 3905.493408
	Iteration 93Q: 3 clusters Score -344871.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -344877.625000 Penalty: 3905.493408
	Iteration 94Q: 3 clusters Score -344877.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -344883.750000 Penalty: 3905.493408
	Iteration 95Q: 3 clusters Score -344883.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -344888.812500 Penalty: 3905.493408
	Iteration 96Q: 3 clusters Score -344888.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -344895.625000 Penalty: 3905.493408
	Iteration 97Q: 3 clusters Score -344895.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -344898.937500 Penalty: 3905.493408
	Iteration 98Q: 3 clusters Score -344898.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -344902.812500 Penalty: 3905.493408
	Iteration 99Q: 3 clusters Score -344902.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -344903.125000 Penalty: 3905.493408
	Iteration 100F: 3 clusters Score -344903.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (153287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153287 members 
Entering Unmasked Estep 
Score: -21295616.000000 Penalty: 2961.136719
	Iteration 0F: 2 clusters Score -2.129562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76582 members 
Mstep: Class 2 contains 76705 members 
Entering Unmasked Estep 
Score: -21197562.000000 Penalty: 5922.273438
	Iteration 0F: 3 clusters Score -2.119756e+07 nChanged 73155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76139 members 
Mstep: Class 2 contains 77148 members 
Entering Unmasked Estep 
Score: -21239878.000000 Penalty: 5922.273438
	Iteration 1F: 3 clusters Score -2.123988e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76012 members 
Mstep: Class 2 contains 77275 members 
Entering Unmasked Estep 
Score: -21240536.000000 Penalty: 5922.273438
	Iteration 2Q: 3 clusters Score -2.124054e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75832 members 
Mstep: Class 2 contains 77455 members 
Entering Unmasked Estep 
Score: -21241142.000000 Penalty: 5922.273438
	Iteration 3Q: 3 clusters Score -2.124114e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75596 members 
Mstep: Class 2 contains 77691 members 
Entering Unmasked Estep 
Score: -21241998.000000 Penalty: 5922.273438
	Iteration 4Q: 3 clusters Score -2.1242e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75282 members 
Mstep: Class 2 contains 78005 members 
Entering Unmasked Estep 
Score: -21243102.000000 Penalty: 5922.273438
	Iteration 5Q: 3 clusters Score -2.12431e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74976 members 
Mstep: Class 2 contains 78311 members 
Entering Unmasked Estep 
Score: -21244966.000000 Penalty: 5922.273438
	Iteration 6Q: 3 clusters Score -2.124497e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74764 members 
Mstep: Class 2 contains 78523 members 
Entering Unmasked Estep 
Score: -21248050.000000 Penalty: 5922.273438
	Iteration 7Q: 3 clusters Score -2.124805e+07 nChanged 7705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74871 members 
Mstep: Class 2 contains 78416 members 
Entering Unmasked Estep 
Score: -21252498.000000 Penalty: 5922.273438
	Iteration 8F: 3 clusters Score -2.12525e+07 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 77435 members 
Entering Unmasked Estep 
Score: -21258960.000000 Penalty: 5922.273438
	Iteration 9F: 3 clusters Score -2.125896e+07 nChanged 10757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77771 members 
Mstep: Class 2 contains 75516 members 
Entering Unmasked Estep 
Score: -21267288.000000 Penalty: 5922.273438
	Iteration 10F: 3 clusters Score -2.126729e+07 nChanged 10839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80152 members 
Mstep: Class 2 contains 73135 members 
Entering Unmasked Estep 
Score: -21275312.000000 Penalty: 5922.273438
	Iteration 11F: 3 clusters Score -2.127531e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82308 members 
Mstep: Class 2 contains 70979 members 
Entering Unmasked Estep 
Score: -21279864.000000 Penalty: 5922.273438
	Iteration 12F: 3 clusters Score -2.127986e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83794 members 
Mstep: Class 2 contains 69493 members 
Entering Unmasked Estep 
Score: -21281432.000000 Penalty: 5922.273438
	Iteration 13Q: 3 clusters Score -2.128143e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85147 members 
Mstep: Class 2 contains 68140 members 
Entering Unmasked Estep 
Score: -21282628.000000 Penalty: 5922.273438
	Iteration 14Q: 3 clusters Score -2.128263e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86400 members 
Mstep: Class 2 contains 66887 members 
Entering Unmasked Estep 
Score: -21283410.000000 Penalty: 5922.273438
	Iteration 15Q: 3 clusters Score -2.128341e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87545 members 
Mstep: Class 2 contains 65742 members 
Entering Unmasked Estep 
Score: -21284422.000000 Penalty: 5922.273438
	Iteration 16Q: 3 clusters Score -2.128442e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88530 members 
Mstep: Class 2 contains 64757 members 
Entering Unmasked Estep 
Score: -21284934.000000 Penalty: 5922.273438
	Iteration 17Q: 3 clusters Score -2.128493e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89414 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -21285514.000000 Penalty: 5922.273438
	Iteration 18Q: 3 clusters Score -2.128551e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90200 members 
Mstep: Class 2 contains 63087 members 
Entering Unmasked Estep 
Score: -21285958.000000 Penalty: 5922.273438
	Iteration 19Q: 3 clusters Score -2.128596e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90932 members 
Mstep: Class 2 contains 62355 members 
Entering Unmasked Estep 
Score: -21286278.000000 Penalty: 5922.273438
	Iteration 20F: 3 clusters Score -2.128628e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91611 members 
Mstep: Class 2 contains 61676 members 
Entering Unmasked Estep 
Score: -21286508.000000 Penalty: 5922.273438
	Iteration 21Q: 3 clusters Score -2.128651e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92232 members 
Mstep: Class 2 contains 61055 members 
Entering Unmasked Estep 
Score: -21286818.000000 Penalty: 5922.273438
	Iteration 22Q: 3 clusters Score -2.128682e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92799 members 
Mstep: Class 2 contains 60488 members 
Entering Unmasked Estep 
Score: -21286910.000000 Penalty: 5922.273438
	Iteration 23Q: 3 clusters Score -2.128691e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93364 members 
Mstep: Class 2 contains 59923 members 
Entering Unmasked Estep 
Score: -21287120.000000 Penalty: 5922.273438
	Iteration 24Q: 3 clusters Score -2.128712e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93920 members 
Mstep: Class 2 contains 59367 members 
Entering Unmasked Estep 
Score: -21287214.000000 Penalty: 5922.273438
	Iteration 25Q: 3 clusters Score -2.128721e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94476 members 
Mstep: Class 2 contains 58811 members 
Entering Unmasked Estep 
Score: -21287370.000000 Penalty: 5922.273438
	Iteration 26Q: 3 clusters Score -2.128737e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95049 members 
Mstep: Class 2 contains 58238 members 
Entering Unmasked Estep 
Score: -21287502.000000 Penalty: 5922.273438
	Iteration 27Q: 3 clusters Score -2.12875e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95624 members 
Mstep: Class 2 contains 57663 members 
Entering Unmasked Estep 
Score: -21287618.000000 Penalty: 5922.273438
	Iteration 28Q: 3 clusters Score -2.128762e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96203 members 
Mstep: Class 2 contains 57084 members 
Entering Unmasked Estep 
Score: -21287714.000000 Penalty: 5922.273438
	Iteration 29Q: 3 clusters Score -2.128771e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96781 members 
Mstep: Class 2 contains 56506 members 
Entering Unmasked Estep 
Score: -21287732.000000 Penalty: 5922.273438
	Iteration 30Q: 3 clusters Score -2.128773e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97353 members 
Mstep: Class 2 contains 55934 members 
Entering Unmasked Estep 
Score: -21287844.000000 Penalty: 5922.273438
	Iteration 31Q: 3 clusters Score -2.128784e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97929 members 
Mstep: Class 2 contains 55358 members 
Entering Unmasked Estep 
Score: -21287992.000000 Penalty: 5922.273438
	Iteration 32Q: 3 clusters Score -2.128799e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98443 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
Score: -21288086.000000 Penalty: 5922.273438
	Iteration 33Q: 3 clusters Score -2.128809e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98952 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -21288220.000000 Penalty: 5922.273438
	Iteration 34Q: 3 clusters Score -2.128822e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99492 members 
Mstep: Class 2 contains 53795 members 
Entering Unmasked Estep 
Score: -21288358.000000 Penalty: 5922.273438
	Iteration 35Q: 3 clusters Score -2.128836e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100109 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -21288520.000000 Penalty: 5922.273438
	Iteration 36Q: 3 clusters Score -2.128852e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100898 members 
Mstep: Class 2 contains 52389 members 
Entering Unmasked Estep 
Score: -21288754.000000 Penalty: 5922.273438
	Iteration 37Q: 3 clusters Score -2.128875e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101866 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -21289020.000000 Penalty: 5922.273438
	Iteration 38Q: 3 clusters Score -2.128902e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103075 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -21289224.000000 Penalty: 5922.273438
	Iteration 39Q: 3 clusters Score -2.128922e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104523 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -21289540.000000 Penalty: 5922.273438
	Iteration 40F: 3 clusters Score -2.128954e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106169 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -21289966.000000 Penalty: 5922.273438
	Iteration 41Q: 3 clusters Score -2.128997e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108143 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -21290350.000000 Penalty: 5922.273438
	Iteration 42Q: 3 clusters Score -2.129035e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110407 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -21290642.000000 Penalty: 5922.273438
	Iteration 43Q: 3 clusters Score -2.129064e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112934 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -21290996.000000 Penalty: 5922.273438
	Iteration 44Q: 3 clusters Score -2.1291e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115702 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -21291290.000000 Penalty: 5922.273438
	Iteration 45Q: 3 clusters Score -2.129129e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118627 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -21291616.000000 Penalty: 5922.273438
	Iteration 46Q: 3 clusters Score -2.129162e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121710 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -21291864.000000 Penalty: 5922.273438
	Iteration 47Q: 3 clusters Score -2.129186e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124906 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -21292116.000000 Penalty: 5922.273438
	Iteration 48Q: 3 clusters Score -2.129212e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128000 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -21292322.000000 Penalty: 5922.273438
	Iteration 49Q: 3 clusters Score -2.129232e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130946 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -21292486.000000 Penalty: 5922.273438
	Iteration 50Q: 3 clusters Score -2.129249e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133620 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -21292594.000000 Penalty: 5922.273438
	Iteration 51Q: 3 clusters Score -2.129259e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135930 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -21292796.000000 Penalty: 5922.273438
	Iteration 52Q: 3 clusters Score -2.12928e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137887 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -21292834.000000 Penalty: 5922.273438
	Iteration 53Q: 3 clusters Score -2.129283e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139422 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -21292842.000000 Penalty: 5922.273438
	Iteration 54Q: 3 clusters Score -2.129284e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140687 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -21292806.000000 Penalty: 5922.273438
	Iteration 55Q: 3 clusters Score -2.129281e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141679 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -21292826.000000 Penalty: 5922.273438
	Iteration 56Q: 3 clusters Score -2.129283e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142436 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -21292796.000000 Penalty: 5922.273438
	Iteration 57Q: 3 clusters Score -2.12928e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143029 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -21292790.000000 Penalty: 5922.273438
	Iteration 58Q: 3 clusters Score -2.129279e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143422 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -21292822.000000 Penalty: 5922.273438
	Iteration 59Q: 3 clusters Score -2.129282e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143731 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -21293302.000000 Penalty: 5922.273438
	Iteration 60F: 3 clusters Score -2.12933e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145080 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -21293408.000000 Penalty: 5922.273438
	Iteration 61Q: 3 clusters Score -2.129341e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146210 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -21293488.000000 Penalty: 5922.273438
	Iteration 62Q: 3 clusters Score -2.129349e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147080 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -21293598.000000 Penalty: 5922.273438
	Iteration 63Q: 3 clusters Score -2.12936e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147802 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -21293610.000000 Penalty: 5922.273438
	Iteration 64Q: 3 clusters Score -2.129361e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148426 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -21293692.000000 Penalty: 5922.273438
	Iteration 65Q: 3 clusters Score -2.129369e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148951 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -21293720.000000 Penalty: 5922.273438
	Iteration 66Q: 3 clusters Score -2.129372e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149365 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -21293750.000000 Penalty: 5922.273438
	Iteration 67Q: 3 clusters Score -2.129375e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149739 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -21293782.000000 Penalty: 5922.273438
	Iteration 68Q: 3 clusters Score -2.129378e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150024 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -21293706.000000 Penalty: 5922.273438
	Iteration 69Q: 3 clusters Score -2.129371e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150263 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -21293708.000000 Penalty: 5922.273438
	Iteration 70Q: 3 clusters Score -2.129371e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150453 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -21293688.000000 Penalty: 5922.273438
	Iteration 71Q: 3 clusters Score -2.129369e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150628 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -21293670.000000 Penalty: 5922.273438
	Iteration 72Q: 3 clusters Score -2.129367e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150789 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -21293628.000000 Penalty: 5922.273438
	Iteration 73Q: 3 clusters Score -2.129363e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150933 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -21293622.000000 Penalty: 5922.273438
	Iteration 74Q: 3 clusters Score -2.129362e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151065 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -21293670.000000 Penalty: 5922.273438
	Iteration 75Q: 3 clusters Score -2.129367e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151183 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -21293650.000000 Penalty: 5922.273438
	Iteration 76Q: 3 clusters Score -2.129365e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151286 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -21293626.000000 Penalty: 5922.273438
	Iteration 77Q: 3 clusters Score -2.129363e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151373 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -21293612.000000 Penalty: 5922.273438
	Iteration 78Q: 3 clusters Score -2.129361e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151461 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -21293624.000000 Penalty: 5922.273438
	Iteration 79Q: 3 clusters Score -2.129362e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151556 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -21293612.000000 Penalty: 5922.273438
	Iteration 80F: 3 clusters Score -2.129361e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151640 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -21293640.000000 Penalty: 5922.273438
	Iteration 81Q: 3 clusters Score -2.129364e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151702 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -21293610.000000 Penalty: 5922.273438
	Iteration 82Q: 3 clusters Score -2.129361e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151763 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -21293650.000000 Penalty: 5922.273438
	Iteration 83Q: 3 clusters Score -2.129365e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151813 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -21293616.000000 Penalty: 5922.273438
	Iteration 84Q: 3 clusters Score -2.129362e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151857 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -21293608.000000 Penalty: 5922.273438
	Iteration 85Q: 3 clusters Score -2.129361e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151889 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -21293596.000000 Penalty: 5922.273438
	Iteration 86Q: 3 clusters Score -2.12936e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151914 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -21293630.000000 Penalty: 5922.273438
	Iteration 87Q: 3 clusters Score -2.129363e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151938 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -21293618.000000 Penalty: 5922.273438
	Iteration 88Q: 3 clusters Score -2.129362e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151959 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -21293600.000000 Penalty: 5922.273438
	Iteration 89Q: 3 clusters Score -2.12936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151977 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -21293604.000000 Penalty: 5922.273438
	Iteration 90Q: 3 clusters Score -2.12936e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151996 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -21293590.000000 Penalty: 5922.273438
	Iteration 91Q: 3 clusters Score -2.129359e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152019 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -21293604.000000 Penalty: 5922.273438
	Iteration 92Q: 3 clusters Score -2.12936e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152039 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -21293598.000000 Penalty: 5922.273438
	Iteration 93Q: 3 clusters Score -2.12936e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152065 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -21293608.000000 Penalty: 5922.273438
	Iteration 94Q: 3 clusters Score -2.129361e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152088 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -21293600.000000 Penalty: 5922.273438
	Iteration 95Q: 3 clusters Score -2.12936e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152114 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -21293600.000000 Penalty: 5922.273438
	Iteration 96Q: 3 clusters Score -2.12936e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152134 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -21293622.000000 Penalty: 5922.273438
	Iteration 97Q: 3 clusters Score -2.129362e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152148 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -21293604.000000 Penalty: 5922.273438
	Iteration 98Q: 3 clusters Score -2.12936e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152163 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -21293590.000000 Penalty: 5922.273438
	Iteration 99Q: 3 clusters Score -2.129359e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152179 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -21293624.000000 Penalty: 5922.273438
	Iteration 100F: 3 clusters Score -2.129362e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152190 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -21293626.000000 Penalty: 5922.273438
	Iteration 101Q: 3 clusters Score -2.129363e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152207 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -21293608.000000 Penalty: 5922.273438
	Iteration 102Q: 3 clusters Score -2.129361e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152217 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -21293614.000000 Penalty: 5922.273438
	Iteration 103Q: 3 clusters Score -2.129361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152223 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -21293620.000000 Penalty: 5922.273438
	Iteration 104Q: 3 clusters Score -2.129362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152234 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -21293614.000000 Penalty: 5922.273438
	Iteration 105Q: 3 clusters Score -2.129361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152241 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -21293598.000000 Penalty: 5922.273438
	Iteration 106Q: 3 clusters Score -2.12936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152248 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -21293590.000000 Penalty: 5922.273438
	Iteration 107Q: 3 clusters Score -2.129359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152249 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -21293584.000000 Penalty: 5922.273438
	Iteration 108Q: 3 clusters Score -2.129358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152249 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -21293584.000000 Penalty: 5922.273438
	Iteration 109F: 3 clusters Score -2.129358e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Entering Unmasked Estep 
Score: -1019471.937500 Penalty: 2216.104004
	Iteration 0F: 2 clusters Score -1019472 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 3808 members 
Entering Unmasked Estep 
Score: -1013294.562500 Penalty: 4432.208008
	Iteration 0F: 3 clusters Score -1013295 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1015084.250000 Penalty: 4432.208008
	Iteration 1F: 3 clusters Score -1015084 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1015449.562500 Penalty: 4432.208008
	Iteration 2F: 3 clusters Score -1015450 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1015808.687500 Penalty: 4432.208008
	Iteration 3F: 3 clusters Score -1015809 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1016224.125000 Penalty: 4432.208008
	Iteration 4F: 3 clusters Score -1016224 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1016639.437500 Penalty: 4432.208008
	Iteration 5F: 3 clusters Score -1016639 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1017003.062500 Penalty: 4432.208008
	Iteration 6F: 3 clusters Score -1017003 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1017301.312500 Penalty: 4432.208008
	Iteration 7F: 3 clusters Score -1017301 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1017552.500000 Penalty: 4432.208008
	Iteration 8Q: 3 clusters Score -1017552 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1017734.312500 Penalty: 4432.208008
	Iteration 9Q: 3 clusters Score -1017734 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1017882.312500 Penalty: 4432.208008
	Iteration 10Q: 3 clusters Score -1017882 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1017996.562500 Penalty: 4432.208008
	Iteration 11Q: 3 clusters Score -1017997 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1018141.812500 Penalty: 4432.208008
	Iteration 12Q: 3 clusters Score -1018142 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1018252.000000 Penalty: 4432.208008
	Iteration 13Q: 3 clusters Score -1018252 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1018318.625000 Penalty: 4432.208008
	Iteration 14Q: 3 clusters Score -1018319 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1018351.937500 Penalty: 4432.208008
	Iteration 15Q: 3 clusters Score -1018352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1018371.937500 Penalty: 4432.208008
	Iteration 16Q: 3 clusters Score -1018372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1018386.437500 Penalty: 4432.208008
	Iteration 17Q: 3 clusters Score -1018386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1018397.187500 Penalty: 4432.208008
	Iteration 18Q: 3 clusters Score -1018397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1018412.000000 Penalty: 4432.208008
	Iteration 19Q: 3 clusters Score -1018412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1018426.000000 Penalty: 4432.208008
	Iteration 20F: 3 clusters Score -1018426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1018448.250000 Penalty: 4432.208008
	Iteration 21Q: 3 clusters Score -1018448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1018473.437500 Penalty: 4432.208008
	Iteration 22Q: 3 clusters Score -1018473 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1018495.312500 Penalty: 4432.208008
	Iteration 23Q: 3 clusters Score -1018495 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1018526.750000 Penalty: 4432.208008
	Iteration 24Q: 3 clusters Score -1018527 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1018552.875000 Penalty: 4432.208008
	Iteration 25Q: 3 clusters Score -1018553 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1018572.187500 Penalty: 4432.208008
	Iteration 26Q: 3 clusters Score -1018572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1018583.437500 Penalty: 4432.208008
	Iteration 27Q: 3 clusters Score -1018583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1018595.375000 Penalty: 4432.208008
	Iteration 28Q: 3 clusters Score -1018595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1018612.750000 Penalty: 4432.208008
	Iteration 29Q: 3 clusters Score -1018613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1018628.187500 Penalty: 4432.208008
	Iteration 30Q: 3 clusters Score -1018628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1018641.812500 Penalty: 4432.208008
	Iteration 31Q: 3 clusters Score -1018642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1018650.562500 Penalty: 4432.208008
	Iteration 32Q: 3 clusters Score -1018651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1018664.812500 Penalty: 4432.208008
	Iteration 33Q: 3 clusters Score -1018665 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1018675.750000 Penalty: 4432.208008
	Iteration 34Q: 3 clusters Score -1018676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1018684.562500 Penalty: 4432.208008
	Iteration 35Q: 3 clusters Score -1018685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1018691.500000 Penalty: 4432.208008
	Iteration 36Q: 3 clusters Score -1018692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1018700.062500 Penalty: 4432.208008
	Iteration 37Q: 3 clusters Score -1018700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1018712.375000 Penalty: 4432.208008
	Iteration 38Q: 3 clusters Score -1018712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1018726.062500 Penalty: 4432.208008
	Iteration 39Q: 3 clusters Score -1018726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1018737.312500 Penalty: 4432.208008
	Iteration 40F: 3 clusters Score -1018737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1018747.062500 Penalty: 4432.208008
	Iteration 41Q: 3 clusters Score -1018747 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1018756.875000 Penalty: 4432.208008
	Iteration 42Q: 3 clusters Score -1018757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1018762.625000 Penalty: 4432.208008
	Iteration 43Q: 3 clusters Score -1018763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1018769.437500 Penalty: 4432.208008
	Iteration 44Q: 3 clusters Score -1018769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1018772.562500 Penalty: 4432.208008
	Iteration 45Q: 3 clusters Score -1018773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1018772.937500 Penalty: 4432.208008
	Iteration 46Q: 3 clusters Score -1018773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1018776.125000 Penalty: 4432.208008
	Iteration 47Q: 3 clusters Score -1018776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1018778.562500 Penalty: 4432.208008
	Iteration 48Q: 3 clusters Score -1018779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1018781.062500 Penalty: 4432.208008
	Iteration 49Q: 3 clusters Score -1018781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1018783.375000 Penalty: 4432.208008
	Iteration 50Q: 3 clusters Score -1018783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1018785.437500 Penalty: 4432.208008
	Iteration 51Q: 3 clusters Score -1018785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1018787.750000 Penalty: 4432.208008
	Iteration 52Q: 3 clusters Score -1018788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1018792.187500 Penalty: 4432.208008
	Iteration 53Q: 3 clusters Score -1018792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1018792.937500 Penalty: 4432.208008
	Iteration 54Q: 3 clusters Score -1018793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1018793.062500 Penalty: 4432.208008
	Iteration 55Q: 3 clusters Score -1018793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1018794.250000 Penalty: 4432.208008
	Iteration 56Q: 3 clusters Score -1018794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1018794.250000 Penalty: 4432.208008
	Iteration 57F: 3 clusters Score -1018794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Entering Unmasked Estep 
Score: -6230968.000000 Penalty: 2653.606445
	Iteration 0F: 2 clusters Score -6230968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -6201016.000000 Penalty: 5307.212891
	Iteration 0F: 3 clusters Score -6201016 nChanged 20335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -6212011.000000 Penalty: 5307.212891
	Iteration 1F: 3 clusters Score -6212011 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -6212489.000000 Penalty: 5307.212891
	Iteration 2Q: 3 clusters Score -6212489 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -6213106.000000 Penalty: 5307.212891
	Iteration 3Q: 3 clusters Score -6213106 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -6213890.500000 Penalty: 5307.212891
	Iteration 4Q: 3 clusters Score -6213890 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -6215120.000000 Penalty: 5307.212891
	Iteration 5F: 3 clusters Score -6215120 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -6217028.000000 Penalty: 5307.212891
	Iteration 6F: 3 clusters Score -6217028 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -6219599.500000 Penalty: 5307.212891
	Iteration 7F: 3 clusters Score -6219600 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -6222568.500000 Penalty: 5307.212891
	Iteration 8F: 3 clusters Score -6222568 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -6225227.000000 Penalty: 5307.212891
	Iteration 9F: 3 clusters Score -6225227 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -6226923.500000 Penalty: 5307.212891
	Iteration 10Q: 3 clusters Score -6226924 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -6227878.500000 Penalty: 5307.212891
	Iteration 11Q: 3 clusters Score -6227878 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -6228394.500000 Penalty: 5307.212891
	Iteration 12Q: 3 clusters Score -6228394 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -6228682.000000 Penalty: 5307.212891
	Iteration 13Q: 3 clusters Score -6228682 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -6228909.500000 Penalty: 5307.212891
	Iteration 14Q: 3 clusters Score -6228910 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6229045.500000 Penalty: 5307.212891
	Iteration 15Q: 3 clusters Score -6229046 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -6229135.500000 Penalty: 5307.212891
	Iteration 16Q: 3 clusters Score -6229136 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -6229196.500000 Penalty: 5307.212891
	Iteration 17Q: 3 clusters Score -6229196 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -6229232.000000 Penalty: 5307.212891
	Iteration 18Q: 3 clusters Score -6229232 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6229250.000000 Penalty: 5307.212891
	Iteration 19Q: 3 clusters Score -6229250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6229260.500000 Penalty: 5307.212891
	Iteration 20F: 3 clusters Score -6229260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -6229272.000000 Penalty: 5307.212891
	Iteration 21Q: 3 clusters Score -6229272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6229278.500000 Penalty: 5307.212891
	Iteration 22Q: 3 clusters Score -6229278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6229279.000000 Penalty: 5307.212891
	Iteration 23Q: 3 clusters Score -6229279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6229283.000000 Penalty: 5307.212891
	Iteration 24Q: 3 clusters Score -6229283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6229286.000000 Penalty: 5307.212891
	Iteration 25Q: 3 clusters Score -6229286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6229292.500000 Penalty: 5307.212891
	Iteration 26Q: 3 clusters Score -6229292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6229296.500000 Penalty: 5307.212891
	Iteration 27Q: 3 clusters Score -6229296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6229304.500000 Penalty: 5307.212891
	Iteration 28Q: 3 clusters Score -6229304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6229305.500000 Penalty: 5307.212891
	Iteration 29Q: 3 clusters Score -6229306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -6229310.000000 Penalty: 5307.212891
	Iteration 30Q: 3 clusters Score -6229310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -6229310.000000 Penalty: 5307.212891
	Iteration 31F: 3 clusters Score -6229310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Entering Unmasked Estep 
Score: -4603087.500000 Penalty: 2578.583008
	Iteration 0F: 2 clusters Score -4603088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -4580589.500000 Penalty: 5157.166016
	Iteration 0F: 3 clusters Score -4580590 nChanged 14997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -4588831.500000 Penalty: 5157.166016
	Iteration 1F: 3 clusters Score -4588832 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -4589326.000000 Penalty: 5157.166016
	Iteration 2Q: 3 clusters Score -4589326 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -4589788.500000 Penalty: 5157.166016
	Iteration 3Q: 3 clusters Score -4589788 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -4590311.000000 Penalty: 5157.166016
	Iteration 4Q: 3 clusters Score -4590311 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -4590976.500000 Penalty: 5157.166016
	Iteration 5Q: 3 clusters Score -4590976 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -4591803.500000 Penalty: 5157.166016
	Iteration 6Q: 3 clusters Score -4591804 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -4592702.000000 Penalty: 5157.166016
	Iteration 7Q: 3 clusters Score -4592702 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -4593712.000000 Penalty: 5157.166016
	Iteration 8Q: 3 clusters Score -4593712 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -4594864.000000 Penalty: 5157.166016
	Iteration 9Q: 3 clusters Score -4594864 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -4596001.000000 Penalty: 5157.166016
	Iteration 10Q: 3 clusters Score -4596001 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -4597018.000000 Penalty: 5157.166016
	Iteration 11Q: 3 clusters Score -4597018 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -4597885.500000 Penalty: 5157.166016
	Iteration 12Q: 3 clusters Score -4597886 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -4598473.500000 Penalty: 5157.166016
	Iteration 13Q: 3 clusters Score -4598474 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -4598857.000000 Penalty: 5157.166016
	Iteration 14Q: 3 clusters Score -4598857 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -4599185.500000 Penalty: 5157.166016
	Iteration 15Q: 3 clusters Score -4599186 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -4599448.500000 Penalty: 5157.166016
	Iteration 16Q: 3 clusters Score -4599448 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -4599682.500000 Penalty: 5157.166016
	Iteration 17Q: 3 clusters Score -4599682 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -4599858.000000 Penalty: 5157.166016
	Iteration 18Q: 3 clusters Score -4599858 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -4600002.500000 Penalty: 5157.166016
	Iteration 19Q: 3 clusters Score -4600002 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -4600172.500000 Penalty: 5157.166016
	Iteration 20F: 3 clusters Score -4600172 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -4600322.500000 Penalty: 5157.166016
	Iteration 21Q: 3 clusters Score -4600322 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -4600426.500000 Penalty: 5157.166016
	Iteration 22Q: 3 clusters Score -4600426 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -4600527.500000 Penalty: 5157.166016
	Iteration 23Q: 3 clusters Score -4600528 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -4600608.500000 Penalty: 5157.166016
	Iteration 24Q: 3 clusters Score -4600608 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -4600670.000000 Penalty: 5157.166016
	Iteration 25Q: 3 clusters Score -4600670 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -4600709.500000 Penalty: 5157.166016
	Iteration 26Q: 3 clusters Score -4600710 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -4600736.000000 Penalty: 5157.166016
	Iteration 27Q: 3 clusters Score -4600736 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -4600749.000000 Penalty: 5157.166016
	Iteration 28Q: 3 clusters Score -4600749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -4600746.500000 Penalty: 5157.166016
	Iteration 29Q: 3 clusters Score -4600746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -4600754.500000 Penalty: 5157.166016
	Iteration 30Q: 3 clusters Score -4600754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -4600759.500000 Penalty: 5157.166016
	Iteration 31Q: 3 clusters Score -4600760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -4600756.500000 Penalty: 5157.166016
	Iteration 32Q: 3 clusters Score -4600756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -4600765.000000 Penalty: 5157.166016
	Iteration 33Q: 3 clusters Score -4600765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -4600770.000000 Penalty: 5157.166016
	Iteration 34Q: 3 clusters Score -4600770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -4600773.500000 Penalty: 5157.166016
	Iteration 35Q: 3 clusters Score -4600774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -4600774.000000 Penalty: 5157.166016
	Iteration 36Q: 3 clusters Score -4600774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -4600774.500000 Penalty: 5157.166016
	Iteration 37Q: 3 clusters Score -4600774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -4600779.500000 Penalty: 5157.166016
	Iteration 38Q: 3 clusters Score -4600780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -4600778.000000 Penalty: 5157.166016
	Iteration 39Q: 3 clusters Score -4600778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -4600778.500000 Penalty: 5157.166016
	Iteration 40F: 3 clusters Score -4600778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -4600784.000000 Penalty: 5157.166016
	Iteration 41Q: 3 clusters Score -4600784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -4600780.000000 Penalty: 5157.166016
	Iteration 42Q: 3 clusters Score -4600780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -4600780.000000 Penalty: 5157.166016
	Iteration 43F: 3 clusters Score -4600780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Entering Unmasked Estep 
Score: -5747457.500000 Penalty: 2642.889648
	Iteration 0F: 2 clusters Score -5747458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -5718737.000000 Penalty: 5285.779297
	Iteration 0F: 3 clusters Score -5718737 nChanged 19481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -5729378.500000 Penalty: 5285.779297
	Iteration 1F: 3 clusters Score -5729378 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -5729887.000000 Penalty: 5285.779297
	Iteration 2Q: 3 clusters Score -5729887 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -5730346.500000 Penalty: 5285.779297
	Iteration 3Q: 3 clusters Score -5730346 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -5730761.500000 Penalty: 5285.779297
	Iteration 4Q: 3 clusters Score -5730762 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -5731278.000000 Penalty: 5285.779297
	Iteration 5Q: 3 clusters Score -5731278 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -5731719.500000 Penalty: 5285.779297
	Iteration 6Q: 3 clusters Score -5731720 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -5732211.500000 Penalty: 5285.779297
	Iteration 7Q: 3 clusters Score -5732212 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -5732793.000000 Penalty: 5285.779297
	Iteration 8Q: 3 clusters Score -5732793 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -5733327.000000 Penalty: 5285.779297
	Iteration 9Q: 3 clusters Score -5733327 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -5734036.500000 Penalty: 5285.779297
	Iteration 10Q: 3 clusters Score -5734036 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -5734883.500000 Penalty: 5285.779297
	Iteration 11Q: 3 clusters Score -5734884 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -5736083.000000 Penalty: 5285.779297
	Iteration 12F: 3 clusters Score -5736083 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -5737554.500000 Penalty: 5285.779297
	Iteration 13F: 3 clusters Score -5737554 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -5739222.500000 Penalty: 5285.779297
	Iteration 14F: 3 clusters Score -5739222 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -5740868.000000 Penalty: 5285.779297
	Iteration 15F: 3 clusters Score -5740868 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -5742392.500000 Penalty: 5285.779297
	Iteration 16Q: 3 clusters Score -5742392 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -5743550.000000 Penalty: 5285.779297
	Iteration 17Q: 3 clusters Score -5743550 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -5744390.500000 Penalty: 5285.779297
	Iteration 18Q: 3 clusters Score -5744390 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -5744877.000000 Penalty: 5285.779297
	Iteration 19Q: 3 clusters Score -5744877 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -5745113.500000 Penalty: 5285.779297
	Iteration 20F: 3 clusters Score -5745114 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -5745252.500000 Penalty: 5285.779297
	Iteration 21Q: 3 clusters Score -5745252 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -5745322.000000 Penalty: 5285.779297
	Iteration 22Q: 3 clusters Score -5745322 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -5745376.000000 Penalty: 5285.779297
	Iteration 23Q: 3 clusters Score -5745376 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -5745401.000000 Penalty: 5285.779297
	Iteration 24Q: 3 clusters Score -5745401 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -5745421.000000 Penalty: 5285.779297
	Iteration 25Q: 3 clusters Score -5745421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -5745437.000000 Penalty: 5285.779297
	Iteration 26Q: 3 clusters Score -5745437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -5745452.000000 Penalty: 5285.779297
	Iteration 27Q: 3 clusters Score -5745452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -5745465.500000 Penalty: 5285.779297
	Iteration 28Q: 3 clusters Score -5745466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -5745488.000000 Penalty: 5285.779297
	Iteration 29Q: 3 clusters Score -5745488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -5745491.500000 Penalty: 5285.779297
	Iteration 30Q: 3 clusters Score -5745492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -5745495.500000 Penalty: 5285.779297
	Iteration 31Q: 3 clusters Score -5745496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -5745495.500000 Penalty: 5285.779297
	Iteration 32F: 3 clusters Score -5745496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Entering Unmasked Estep 
Score: -2406075.000000 Penalty: 2425.164062
	Iteration 0F: 2 clusters Score -2406075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2393535.250000 Penalty: 4850.328125
	Iteration 0F: 3 clusters Score -2393535 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2397731.000000 Penalty: 4850.328125
	Iteration 1F: 3 clusters Score -2397731 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2398308.750000 Penalty: 4850.328125
	Iteration 2F: 3 clusters Score -2398309 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2398930.750000 Penalty: 4850.328125
	Iteration 3F: 3 clusters Score -2398931 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2399594.500000 Penalty: 4850.328125
	Iteration 4F: 3 clusters Score -2399594 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2400298.750000 Penalty: 4850.328125
	Iteration 5F: 3 clusters Score -2400299 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2400953.500000 Penalty: 4850.328125
	Iteration 6F: 3 clusters Score -2400954 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2401501.250000 Penalty: 4850.328125
	Iteration 7F: 3 clusters Score -2401501 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2401919.750000 Penalty: 4850.328125
	Iteration 8Q: 3 clusters Score -2401920 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2402224.000000 Penalty: 4850.328125
	Iteration 9Q: 3 clusters Score -2402224 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2402457.250000 Penalty: 4850.328125
	Iteration 10Q: 3 clusters Score -2402457 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2402676.500000 Penalty: 4850.328125
	Iteration 11Q: 3 clusters Score -2402676 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2402850.500000 Penalty: 4850.328125
	Iteration 12Q: 3 clusters Score -2402850 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2403002.750000 Penalty: 4850.328125
	Iteration 13Q: 3 clusters Score -2403003 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2403183.500000 Penalty: 4850.328125
	Iteration 14Q: 3 clusters Score -2403184 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2403362.750000 Penalty: 4850.328125
	Iteration 15Q: 3 clusters Score -2403363 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2403547.250000 Penalty: 4850.328125
	Iteration 16Q: 3 clusters Score -2403547 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2403751.500000 Penalty: 4850.328125
	Iteration 17Q: 3 clusters Score -2403752 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2403954.000000 Penalty: 4850.328125
	Iteration 18Q: 3 clusters Score -2403954 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2404130.250000 Penalty: 4850.328125
	Iteration 19Q: 3 clusters Score -2404130 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2404322.500000 Penalty: 4850.328125
	Iteration 20F: 3 clusters Score -2404322 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2404486.750000 Penalty: 4850.328125
	Iteration 21Q: 3 clusters Score -2404487 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2404635.500000 Penalty: 4850.328125
	Iteration 22Q: 3 clusters Score -2404636 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2404741.500000 Penalty: 4850.328125
	Iteration 23Q: 3 clusters Score -2404742 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2404839.750000 Penalty: 4850.328125
	Iteration 24Q: 3 clusters Score -2404840 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2404944.000000 Penalty: 4850.328125
	Iteration 25Q: 3 clusters Score -2404944 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2405027.250000 Penalty: 4850.328125
	Iteration 26Q: 3 clusters Score -2405027 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2405099.250000 Penalty: 4850.328125
	Iteration 27Q: 3 clusters Score -2405099 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2405182.250000 Penalty: 4850.328125
	Iteration 28Q: 3 clusters Score -2405182 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2405243.000000 Penalty: 4850.328125
	Iteration 29Q: 3 clusters Score -2405243 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2405304.750000 Penalty: 4850.328125
	Iteration 30Q: 3 clusters Score -2405305 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2405365.000000 Penalty: 4850.328125
	Iteration 31Q: 3 clusters Score -2405365 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -2405420.000000 Penalty: 4850.328125
	Iteration 32Q: 3 clusters Score -2405420 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2405451.500000 Penalty: 4850.328125
	Iteration 33Q: 3 clusters Score -2405452 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2405467.000000 Penalty: 4850.328125
	Iteration 34Q: 3 clusters Score -2405467 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2405495.500000 Penalty: 4850.328125
	Iteration 35Q: 3 clusters Score -2405496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2405516.750000 Penalty: 4850.328125
	Iteration 36Q: 3 clusters Score -2405517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2405547.750000 Penalty: 4850.328125
	Iteration 37Q: 3 clusters Score -2405548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2405560.000000 Penalty: 4850.328125
	Iteration 38Q: 3 clusters Score -2405560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2405576.000000 Penalty: 4850.328125
	Iteration 39Q: 3 clusters Score -2405576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2405585.250000 Penalty: 4850.328125
	Iteration 40F: 3 clusters Score -2405585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2405595.500000 Penalty: 4850.328125
	Iteration 41Q: 3 clusters Score -2405596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2405605.500000 Penalty: 4850.328125
	Iteration 42Q: 3 clusters Score -2405606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2405612.750000 Penalty: 4850.328125
	Iteration 43Q: 3 clusters Score -2405613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2405609.250000 Penalty: 4850.328125
	Iteration 44Q: 3 clusters Score -2405609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2405617.250000 Penalty: 4850.328125
	Iteration 45Q: 3 clusters Score -2405617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2405618.500000 Penalty: 4850.328125
	Iteration 46Q: 3 clusters Score -2405618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2405616.500000 Penalty: 4850.328125
	Iteration 47Q: 3 clusters Score -2405616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2405618.750000 Penalty: 4850.328125
	Iteration 48Q: 3 clusters Score -2405619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2405617.750000 Penalty: 4850.328125
	Iteration 49Q: 3 clusters Score -2405618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2405617.750000 Penalty: 4850.328125
	Iteration 50F: 3 clusters Score -2405618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (134110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134110 members 
Entering Unmasked Estep 
Score: -18630436.000000 Penalty: 2927.990967
	Iteration 0F: 2 clusters Score -1.863044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67311 members 
Mstep: Class 2 contains 66799 members 
Entering Unmasked Estep 
Score: -18542812.000000 Penalty: 5855.981934
	Iteration 0F: 3 clusters Score -1.854281e+07 nChanged 63653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70850 members 
Mstep: Class 2 contains 63260 members 
Entering Unmasked Estep 
Score: -18579552.000000 Penalty: 5855.981934
	Iteration 1F: 3 clusters Score -1.857955e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73218 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -18580656.000000 Penalty: 5855.981934
	Iteration 2Q: 3 clusters Score -1.858066e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76915 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -18582680.000000 Penalty: 5855.981934
	Iteration 3Q: 3 clusters Score -1.858268e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82316 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -18585842.000000 Penalty: 5855.981934
	Iteration 4Q: 3 clusters Score -1.858584e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89926 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -18591342.000000 Penalty: 5855.981934
	Iteration 5F: 3 clusters Score -1.859134e+07 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99758 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -18600516.000000 Penalty: 5855.981934
	Iteration 6F: 3 clusters Score -1.860052e+07 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110127 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -18611204.000000 Penalty: 5855.981934
	Iteration 7F: 3 clusters Score -1.86112e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118607 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -18620138.000000 Penalty: 5855.981934
	Iteration 8F: 3 clusters Score -1.862014e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123650 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -18624650.000000 Penalty: 5855.981934
	Iteration 9Q: 3 clusters Score -1.862465e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126376 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -18626950.000000 Penalty: 5855.981934
	Iteration 10Q: 3 clusters Score -1.862695e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127859 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -18627970.000000 Penalty: 5855.981934
	Iteration 11Q: 3 clusters Score -1.862797e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128834 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -18628426.000000 Penalty: 5855.981934
	Iteration 12Q: 3 clusters Score -1.862843e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129480 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -18628696.000000 Penalty: 5855.981934
	Iteration 13Q: 3 clusters Score -1.86287e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129950 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -18628958.000000 Penalty: 5855.981934
	Iteration 14Q: 3 clusters Score -1.862896e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130306 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -18629116.000000 Penalty: 5855.981934
	Iteration 15Q: 3 clusters Score -1.862912e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130573 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -18629216.000000 Penalty: 5855.981934
	Iteration 16Q: 3 clusters Score -1.862922e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130794 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -18629284.000000 Penalty: 5855.981934
	Iteration 17Q: 3 clusters Score -1.862928e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130954 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -18629308.000000 Penalty: 5855.981934
	Iteration 18Q: 3 clusters Score -1.862931e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131084 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -18629332.000000 Penalty: 5855.981934
	Iteration 19Q: 3 clusters Score -1.862933e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131206 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -18629348.000000 Penalty: 5855.981934
	Iteration 20F: 3 clusters Score -1.862935e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131305 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -18629382.000000 Penalty: 5855.981934
	Iteration 21Q: 3 clusters Score -1.862938e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131388 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -18629384.000000 Penalty: 5855.981934
	Iteration 22Q: 3 clusters Score -1.862938e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131451 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -18629406.000000 Penalty: 5855.981934
	Iteration 23Q: 3 clusters Score -1.862941e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131517 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -18629372.000000 Penalty: 5855.981934
	Iteration 24Q: 3 clusters Score -1.862937e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131563 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -18629370.000000 Penalty: 5855.981934
	Iteration 25Q: 3 clusters Score -1.862937e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131612 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -18629362.000000 Penalty: 5855.981934
	Iteration 26Q: 3 clusters Score -1.862936e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131651 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -18629366.000000 Penalty: 5855.981934
	Iteration 27Q: 3 clusters Score -1.862937e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131683 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -18629342.000000 Penalty: 5855.981934
	Iteration 28Q: 3 clusters Score -1.862934e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131709 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -18629364.000000 Penalty: 5855.981934
	Iteration 29Q: 3 clusters Score -1.862936e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131725 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -18629340.000000 Penalty: 5855.981934
	Iteration 30Q: 3 clusters Score -1.862934e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131739 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -18629344.000000 Penalty: 5855.981934
	Iteration 31Q: 3 clusters Score -1.862934e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131748 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -18629356.000000 Penalty: 5855.981934
	Iteration 32Q: 3 clusters Score -1.862936e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131757 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -18629334.000000 Penalty: 5855.981934
	Iteration 33Q: 3 clusters Score -1.862933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131765 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -18629346.000000 Penalty: 5855.981934
	Iteration 34Q: 3 clusters Score -1.862935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131772 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -18629338.000000 Penalty: 5855.981934
	Iteration 35Q: 3 clusters Score -1.862934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131776 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -18629330.000000 Penalty: 5855.981934
	Iteration 36Q: 3 clusters Score -1.862933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131788 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -18629352.000000 Penalty: 5855.981934
	Iteration 37Q: 3 clusters Score -1.862935e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131805 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -18629370.000000 Penalty: 5855.981934
	Iteration 38Q: 3 clusters Score -1.862937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131814 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -18629362.000000 Penalty: 5855.981934
	Iteration 39Q: 3 clusters Score -1.862936e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131823 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -18629380.000000 Penalty: 5855.981934
	Iteration 40F: 3 clusters Score -1.862938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131831 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -18629372.000000 Penalty: 5855.981934
	Iteration 41Q: 3 clusters Score -1.862937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131840 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -18629366.000000 Penalty: 5855.981934
	Iteration 42Q: 3 clusters Score -1.862937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131844 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -18629368.000000 Penalty: 5855.981934
	Iteration 43Q: 3 clusters Score -1.862937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131848 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -18629354.000000 Penalty: 5855.981934
	Iteration 44Q: 3 clusters Score -1.862935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131850 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -18629368.000000 Penalty: 5855.981934
	Iteration 45Q: 3 clusters Score -1.862937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131849 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -18629366.000000 Penalty: 5855.981934
	Iteration 46Q: 3 clusters Score -1.862937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131849 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -18629366.000000 Penalty: 5855.981934
	Iteration 47F: 3 clusters Score -1.862937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Entering Unmasked Estep 
Score: -1137515.125000 Penalty: 2243.684570
	Iteration 0F: 2 clusters Score -1137515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1130825.250000 Penalty: 4487.369141
	Iteration 0F: 3 clusters Score -1130825 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1132866.500000 Penalty: 4487.369141
	Iteration 1F: 3 clusters Score -1132866 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1133290.625000 Penalty: 4487.369141
	Iteration 2F: 3 clusters Score -1133291 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1133700.875000 Penalty: 4487.369141
	Iteration 3F: 3 clusters Score -1133701 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1134153.750000 Penalty: 4487.369141
	Iteration 4F: 3 clusters Score -1134154 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1134627.250000 Penalty: 4487.369141
	Iteration 5F: 3 clusters Score -1134627 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1135111.125000 Penalty: 4487.369141
	Iteration 6F: 3 clusters Score -1135111 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1135589.000000 Penalty: 4487.369141
	Iteration 7F: 3 clusters Score -1135589 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1136037.125000 Penalty: 4487.369141
	Iteration 8F: 3 clusters Score -1136037 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1136460.875000 Penalty: 4487.369141
	Iteration 9Q: 3 clusters Score -1136461 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1136750.375000 Penalty: 4487.369141
	Iteration 10Q: 3 clusters Score -1136750 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1136919.625000 Penalty: 4487.369141
	Iteration 11Q: 3 clusters Score -1136920 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1137044.375000 Penalty: 4487.369141
	Iteration 12Q: 3 clusters Score -1137044 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1137102.375000 Penalty: 4487.369141
	Iteration 13Q: 3 clusters Score -1137102 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1137131.500000 Penalty: 4487.369141
	Iteration 14Q: 3 clusters Score -1137132 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1137148.500000 Penalty: 4487.369141
	Iteration 15Q: 3 clusters Score -1137148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1137163.875000 Penalty: 4487.369141
	Iteration 16Q: 3 clusters Score -1137164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1137174.000000 Penalty: 4487.369141
	Iteration 17Q: 3 clusters Score -1137174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1137180.000000 Penalty: 4487.369141
	Iteration 18Q: 3 clusters Score -1137180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1137187.000000 Penalty: 4487.369141
	Iteration 19Q: 3 clusters Score -1137187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1137188.250000 Penalty: 4487.369141
	Iteration 20F: 3 clusters Score -1137188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1137188.000000 Penalty: 4487.369141
	Iteration 21Q: 3 clusters Score -1137188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1137196.375000 Penalty: 4487.369141
	Iteration 22Q: 3 clusters Score -1137196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1137197.625000 Penalty: 4487.369141
	Iteration 23Q: 3 clusters Score -1137198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1137202.125000 Penalty: 4487.369141
	Iteration 24Q: 3 clusters Score -1137202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1137205.875000 Penalty: 4487.369141
	Iteration 25Q: 3 clusters Score -1137206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1137209.750000 Penalty: 4487.369141
	Iteration 26Q: 3 clusters Score -1137210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1137211.875000 Penalty: 4487.369141
	Iteration 27Q: 3 clusters Score -1137212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1137212.500000 Penalty: 4487.369141
	Iteration 28Q: 3 clusters Score -1137212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1137213.125000 Penalty: 4487.369141
	Iteration 29Q: 3 clusters Score -1137213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1137214.875000 Penalty: 4487.369141
	Iteration 30Q: 3 clusters Score -1137215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1137213.875000 Penalty: 4487.369141
	Iteration 31Q: 3 clusters Score -1137214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1137215.250000 Penalty: 4487.369141
	Iteration 32Q: 3 clusters Score -1137215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1137214.625000 Penalty: 4487.369141
	Iteration 33Q: 3 clusters Score -1137215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1137214.625000 Penalty: 4487.369141
	Iteration 34F: 3 clusters Score -1137215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Entering Unmasked Estep 
Score: -2936402.750000 Penalty: 2485.847412
	Iteration 0F: 2 clusters Score -2936403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2920738.250000 Penalty: 4971.694824
	Iteration 0F: 3 clusters Score -2920738 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2926175.000000 Penalty: 4971.694824
	Iteration 1F: 3 clusters Score -2926175 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2926932.500000 Penalty: 4971.694824
	Iteration 2F: 3 clusters Score -2926932 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2927904.000000 Penalty: 4971.694824
	Iteration 3F: 3 clusters Score -2927904 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2929018.500000 Penalty: 4971.694824
	Iteration 4F: 3 clusters Score -2929018 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2930089.500000 Penalty: 4971.694824
	Iteration 5F: 3 clusters Score -2930090 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2931110.750000 Penalty: 4971.694824
	Iteration 6F: 3 clusters Score -2931111 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2931987.250000 Penalty: 4971.694824
	Iteration 7F: 3 clusters Score -2931987 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2932623.250000 Penalty: 4971.694824
	Iteration 8Q: 3 clusters Score -2932623 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2933230.500000 Penalty: 4971.694824
	Iteration 9Q: 3 clusters Score -2933230 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2933758.000000 Penalty: 4971.694824
	Iteration 10Q: 3 clusters Score -2933758 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2934230.250000 Penalty: 4971.694824
	Iteration 11Q: 3 clusters Score -2934230 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2934618.000000 Penalty: 4971.694824
	Iteration 12Q: 3 clusters Score -2934618 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2934935.750000 Penalty: 4971.694824
	Iteration 13Q: 3 clusters Score -2934936 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -2935180.500000 Penalty: 4971.694824
	Iteration 14Q: 3 clusters Score -2935180 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2935391.750000 Penalty: 4971.694824
	Iteration 15Q: 3 clusters Score -2935392 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2935536.750000 Penalty: 4971.694824
	Iteration 16Q: 3 clusters Score -2935537 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2935624.500000 Penalty: 4971.694824
	Iteration 17Q: 3 clusters Score -2935624 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2935699.250000 Penalty: 4971.694824
	Iteration 18Q: 3 clusters Score -2935699 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2935771.000000 Penalty: 4971.694824
	Iteration 19Q: 3 clusters Score -2935771 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2935832.000000 Penalty: 4971.694824
	Iteration 20F: 3 clusters Score -2935832 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2935880.000000 Penalty: 4971.694824
	Iteration 21Q: 3 clusters Score -2935880 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -2935920.500000 Penalty: 4971.694824
	Iteration 22Q: 3 clusters Score -2935920 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2935950.500000 Penalty: 4971.694824
	Iteration 23Q: 3 clusters Score -2935950 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2935970.000000 Penalty: 4971.694824
	Iteration 24Q: 3 clusters Score -2935970 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2935978.750000 Penalty: 4971.694824
	Iteration 25Q: 3 clusters Score -2935979 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2935995.250000 Penalty: 4971.694824
	Iteration 26Q: 3 clusters Score -2935995 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2936013.250000 Penalty: 4971.694824
	Iteration 27Q: 3 clusters Score -2936013 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -2936029.750000 Penalty: 4971.694824
	Iteration 28Q: 3 clusters Score -2936030 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2936045.250000 Penalty: 4971.694824
	Iteration 29Q: 3 clusters Score -2936045 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2936059.750000 Penalty: 4971.694824
	Iteration 30Q: 3 clusters Score -2936060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2936058.750000 Penalty: 4971.694824
	Iteration 31Q: 3 clusters Score -2936059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -2936060.000000 Penalty: 4971.694824
	Iteration 32Q: 3 clusters Score -2936060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -2936069.000000 Penalty: 4971.694824
	Iteration 33Q: 3 clusters Score -2936069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2936072.500000 Penalty: 4971.694824
	Iteration 34Q: 3 clusters Score -2936072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -2936073.000000 Penalty: 4971.694824
	Iteration 35Q: 3 clusters Score -2936073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -2936071.750000 Penalty: 4971.694824
	Iteration 36Q: 3 clusters Score -2936072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -2936071.000000 Penalty: 4971.694824
	Iteration 37Q: 3 clusters Score -2936071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2936074.750000 Penalty: 4971.694824
	Iteration 38Q: 3 clusters Score -2936075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2936074.250000 Penalty: 4971.694824
	Iteration 39Q: 3 clusters Score -2936074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2936068.750000 Penalty: 4971.694824
	Iteration 40F: 3 clusters Score -2936069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -2936068.000000 Penalty: 4971.694824
	Iteration 41Q: 3 clusters Score -2936068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -2936078.000000 Penalty: 4971.694824
	Iteration 42Q: 3 clusters Score -2936078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -2936075.250000 Penalty: 4971.694824
	Iteration 43Q: 3 clusters Score -2936075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -2936074.000000 Penalty: 4971.694824
	Iteration 44Q: 3 clusters Score -2936074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2936080.250000 Penalty: 4971.694824
	Iteration 45Q: 3 clusters Score -2936080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2936079.250000 Penalty: 4971.694824
	Iteration 46Q: 3 clusters Score -2936079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2936078.000000 Penalty: 4971.694824
	Iteration 47Q: 3 clusters Score -2936078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2936078.000000 Penalty: 4971.694824
	Iteration 48F: 3 clusters Score -2936078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Entering Unmasked Estep 
Score: -6624145.500000 Penalty: 2668.486816
	Iteration 0F: 2 clusters Score -6624146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -6592355.000000 Penalty: 5336.973633
	Iteration 0F: 3 clusters Score -6592355 nChanged 21628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -6604651.500000 Penalty: 5336.973633
	Iteration 1F: 3 clusters Score -6604652 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -6605441.000000 Penalty: 5336.973633
	Iteration 2Q: 3 clusters Score -6605441 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -6606288.000000 Penalty: 5336.973633
	Iteration 3Q: 3 clusters Score -6606288 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -6607232.500000 Penalty: 5336.973633
	Iteration 4Q: 3 clusters Score -6607232 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -6608326.500000 Penalty: 5336.973633
	Iteration 5Q: 3 clusters Score -6608326 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -6609739.500000 Penalty: 5336.973633
	Iteration 6F: 3 clusters Score -6609740 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -6611685.500000 Penalty: 5336.973633
	Iteration 7F: 3 clusters Score -6611686 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -6614013.000000 Penalty: 5336.973633
	Iteration 8F: 3 clusters Score -6614013 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -6615899.000000 Penalty: 5336.973633
	Iteration 9F: 3 clusters Score -6615899 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -6616645.000000 Penalty: 5336.973633
	Iteration 10Q: 3 clusters Score -6616645 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -6616931.500000 Penalty: 5336.973633
	Iteration 11Q: 3 clusters Score -6616932 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -6617047.500000 Penalty: 5336.973633
	Iteration 12Q: 3 clusters Score -6617048 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -6617121.500000 Penalty: 5336.973633
	Iteration 13Q: 3 clusters Score -6617122 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -6617202.500000 Penalty: 5336.973633
	Iteration 14Q: 3 clusters Score -6617202 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -6617270.000000 Penalty: 5336.973633
	Iteration 15Q: 3 clusters Score -6617270 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -6617355.500000 Penalty: 5336.973633
	Iteration 16Q: 3 clusters Score -6617356 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -6617427.000000 Penalty: 5336.973633
	Iteration 17Q: 3 clusters Score -6617427 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -6617516.000000 Penalty: 5336.973633
	Iteration 18Q: 3 clusters Score -6617516 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -6617573.500000 Penalty: 5336.973633
	Iteration 19Q: 3 clusters Score -6617574 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -6617657.500000 Penalty: 5336.973633
	Iteration 20F: 3 clusters Score -6617658 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -6617745.000000 Penalty: 5336.973633
	Iteration 21Q: 3 clusters Score -6617745 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -6617802.000000 Penalty: 5336.973633
	Iteration 22Q: 3 clusters Score -6617802 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -6617897.000000 Penalty: 5336.973633
	Iteration 23Q: 3 clusters Score -6617897 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -6617998.000000 Penalty: 5336.973633
	Iteration 24Q: 3 clusters Score -6617998 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -6618121.500000 Penalty: 5336.973633
	Iteration 25Q: 3 clusters Score -6618122 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -6618203.500000 Penalty: 5336.973633
	Iteration 26Q: 3 clusters Score -6618204 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -6618313.500000 Penalty: 5336.973633
	Iteration 27Q: 3 clusters Score -6618314 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -6618403.000000 Penalty: 5336.973633
	Iteration 28Q: 3 clusters Score -6618403 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -6618514.000000 Penalty: 5336.973633
	Iteration 29Q: 3 clusters Score -6618514 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -6618580.500000 Penalty: 5336.973633
	Iteration 30Q: 3 clusters Score -6618580 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -6618706.500000 Penalty: 5336.973633
	Iteration 31Q: 3 clusters Score -6618706 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -6618780.000000 Penalty: 5336.973633
	Iteration 32Q: 3 clusters Score -6618780 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -6618890.500000 Penalty: 5336.973633
	Iteration 33Q: 3 clusters Score -6618890 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -6618991.500000 Penalty: 5336.973633
	Iteration 34Q: 3 clusters Score -6618992 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -6619095.000000 Penalty: 5336.973633
	Iteration 35Q: 3 clusters Score -6619095 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -6619199.000000 Penalty: 5336.973633
	Iteration 36Q: 3 clusters Score -6619199 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -6619276.000000 Penalty: 5336.973633
	Iteration 37Q: 3 clusters Score -6619276 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -6619398.000000 Penalty: 5336.973633
	Iteration 38Q: 3 clusters Score -6619398 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -6619493.500000 Penalty: 5336.973633
	Iteration 39Q: 3 clusters Score -6619494 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -6619579.500000 Penalty: 5336.973633
	Iteration 40F: 3 clusters Score -6619580 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -6619648.000000 Penalty: 5336.973633
	Iteration 41Q: 3 clusters Score -6619648 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -6619733.000000 Penalty: 5336.973633
	Iteration 42Q: 3 clusters Score -6619733 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -6619896.500000 Penalty: 5336.973633
	Iteration 43Q: 3 clusters Score -6619896 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -6620002.500000 Penalty: 5336.973633
	Iteration 44Q: 3 clusters Score -6620002 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -6620109.000000 Penalty: 5336.973633
	Iteration 45Q: 3 clusters Score -6620109 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -6620245.500000 Penalty: 5336.973633
	Iteration 46Q: 3 clusters Score -6620246 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -6620285.500000 Penalty: 5336.973633
	Iteration 47Q: 3 clusters Score -6620286 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -6620391.000000 Penalty: 5336.973633
	Iteration 48Q: 3 clusters Score -6620391 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -6620465.000000 Penalty: 5336.973633
	Iteration 49Q: 3 clusters Score -6620465 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -6620531.500000 Penalty: 5336.973633
	Iteration 50Q: 3 clusters Score -6620532 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -6620632.500000 Penalty: 5336.973633
	Iteration 51Q: 3 clusters Score -6620632 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -6620745.000000 Penalty: 5336.973633
	Iteration 52Q: 3 clusters Score -6620745 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -6620834.000000 Penalty: 5336.973633
	Iteration 53Q: 3 clusters Score -6620834 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -6620916.000000 Penalty: 5336.973633
	Iteration 54Q: 3 clusters Score -6620916 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -6620993.500000 Penalty: 5336.973633
	Iteration 55Q: 3 clusters Score -6620994 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -6621073.000000 Penalty: 5336.973633
	Iteration 56Q: 3 clusters Score -6621073 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -6621175.500000 Penalty: 5336.973633
	Iteration 57Q: 3 clusters Score -6621176 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -6621271.000000 Penalty: 5336.973633
	Iteration 58Q: 3 clusters Score -6621271 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -6621367.500000 Penalty: 5336.973633
	Iteration 59Q: 3 clusters Score -6621368 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -6621451.000000 Penalty: 5336.973633
	Iteration 60F: 3 clusters Score -6621451 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -6621542.500000 Penalty: 5336.973633
	Iteration 61Q: 3 clusters Score -6621542 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -6621631.500000 Penalty: 5336.973633
	Iteration 62Q: 3 clusters Score -6621632 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -6621698.000000 Penalty: 5336.973633
	Iteration 63Q: 3 clusters Score -6621698 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -6621782.000000 Penalty: 5336.973633
	Iteration 64Q: 3 clusters Score -6621782 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -6621882.000000 Penalty: 5336.973633
	Iteration 65Q: 3 clusters Score -6621882 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -6621938.000000 Penalty: 5336.973633
	Iteration 66Q: 3 clusters Score -6621938 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -6621993.500000 Penalty: 5336.973633
	Iteration 67Q: 3 clusters Score -6621994 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -6622078.000000 Penalty: 5336.973633
	Iteration 68Q: 3 clusters Score -6622078 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -6622127.000000 Penalty: 5336.973633
	Iteration 69Q: 3 clusters Score -6622127 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -6622155.500000 Penalty: 5336.973633
	Iteration 70Q: 3 clusters Score -6622156 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -6622185.000000 Penalty: 5336.973633
	Iteration 71Q: 3 clusters Score -6622185 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -6622217.500000 Penalty: 5336.973633
	Iteration 72Q: 3 clusters Score -6622218 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -6622271.000000 Penalty: 5336.973633
	Iteration 73Q: 3 clusters Score -6622271 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -6622293.500000 Penalty: 5336.973633
	Iteration 74Q: 3 clusters Score -6622294 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -6622326.000000 Penalty: 5336.973633
	Iteration 75Q: 3 clusters Score -6622326 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -6622361.500000 Penalty: 5336.973633
	Iteration 76Q: 3 clusters Score -6622362 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -6622393.500000 Penalty: 5336.973633
	Iteration 77Q: 3 clusters Score -6622394 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -6622409.000000 Penalty: 5336.973633
	Iteration 78Q: 3 clusters Score -6622409 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -6622433.000000 Penalty: 5336.973633
	Iteration 79Q: 3 clusters Score -6622433 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -6622455.000000 Penalty: 5336.973633
	Iteration 80F: 3 clusters Score -6622455 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -6622454.500000 Penalty: 5336.973633
	Iteration 81Q: 3 clusters Score -6622454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -6622468.000000 Penalty: 5336.973633
	Iteration 82Q: 3 clusters Score -6622468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 45657 members 
Entering Unmasked Estep 
Score: -6622479.000000 Penalty: 5336.973633
	Iteration 83Q: 3 clusters Score -6622479 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -6622492.500000 Penalty: 5336.973633
	Iteration 84Q: 3 clusters Score -6622492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -6622491.500000 Penalty: 5336.973633
	Iteration 85Q: 3 clusters Score -6622492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -6622491.500000 Penalty: 5336.973633
	Iteration 86Q: 3 clusters Score -6622492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -6622495.500000 Penalty: 5336.973633
	Iteration 87Q: 3 clusters Score -6622496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -6622494.000000 Penalty: 5336.973633
	Iteration 88Q: 3 clusters Score -6622494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -6622505.500000 Penalty: 5336.973633
	Iteration 89Q: 3 clusters Score -6622506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -6622517.000000 Penalty: 5336.973633
	Iteration 90Q: 3 clusters Score -6622517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -6622508.500000 Penalty: 5336.973633
	Iteration 91Q: 3 clusters Score -6622508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -6622524.000000 Penalty: 5336.973633
	Iteration 92Q: 3 clusters Score -6622524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -6622529.500000 Penalty: 5336.973633
	Iteration 93Q: 3 clusters Score -6622530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -6622528.000000 Penalty: 5336.973633
	Iteration 94Q: 3 clusters Score -6622528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
Score: -6622523.500000 Penalty: 5336.973633
	Iteration 95Q: 3 clusters Score -6622524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -6622535.500000 Penalty: 5336.973633
	Iteration 96Q: 3 clusters Score -6622536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -6622539.000000 Penalty: 5336.973633
	Iteration 97Q: 3 clusters Score -6622539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -6622540.000000 Penalty: 5336.973633
	Iteration 98Q: 3 clusters Score -6622540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -6622549.000000 Penalty: 5336.973633
	Iteration 99Q: 3 clusters Score -6622549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -6622542.500000 Penalty: 5336.973633
	Iteration 100F: 3 clusters Score -6622542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -6622544.500000 Penalty: 5336.973633
	Iteration 101Q: 3 clusters Score -6622544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -6622545.000000 Penalty: 5336.973633
	Iteration 102Q: 3 clusters Score -6622545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -6622537.500000 Penalty: 5336.973633
	Iteration 103Q: 3 clusters Score -6622538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -6622534.500000 Penalty: 5336.973633
	Iteration 104Q: 3 clusters Score -6622534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 45874 members 
Entering Unmasked Estep 
Score: -6622540.000000 Penalty: 5336.973633
	Iteration 105Q: 3 clusters Score -6622540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -6622543.500000 Penalty: 5336.973633
	Iteration 106Q: 3 clusters Score -6622544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -6622543.000000 Penalty: 5336.973633
	Iteration 107Q: 3 clusters Score -6622543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -6622544.500000 Penalty: 5336.973633
	Iteration 108Q: 3 clusters Score -6622544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -6622548.500000 Penalty: 5336.973633
	Iteration 109Q: 3 clusters Score -6622548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -6622547.000000 Penalty: 5336.973633
	Iteration 110Q: 3 clusters Score -6622547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -6622547.000000 Penalty: 5336.973633
	Iteration 111F: 3 clusters Score -6622547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -76232.664062 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -76232.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74602.734375 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -74602.73 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -74820.273438 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -74820.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74910.507812 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -74910.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -74974.562500 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -74974.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -75039.007812 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -75039.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -75109.726562 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -75109.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -75208.101562 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -75208.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -75307.070312 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -75307.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -75338.703125 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -75338.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -75369.351562 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -75369.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -75411.257812 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -75411.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -75468.351562 Penalty: 3178.630371
	Iteration 11Q: 3 clusters Score -75468.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -75546.773438 Penalty: 3178.630371
	Iteration 12Q: 3 clusters Score -75546.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -75618.546875 Penalty: 3178.630371
	Iteration 13Q: 3 clusters Score -75618.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -75736.867188 Penalty: 3178.630371
	Iteration 14Q: 3 clusters Score -75736.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -75783.156250 Penalty: 3178.630371
	Iteration 15Q: 3 clusters Score -75783.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -75840.890625 Penalty: 3178.630371
	Iteration 16Q: 3 clusters Score -75840.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -75880.328125 Penalty: 3178.630371
	Iteration 17Q: 3 clusters Score -75880.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -75890.578125 Penalty: 3178.630371
	Iteration 18Q: 3 clusters Score -75890.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -75900.851562 Penalty: 3178.630371
	Iteration 19Q: 3 clusters Score -75900.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -75922.257812 Penalty: 3178.630371
	Iteration 20F: 3 clusters Score -75922.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -75931.703125 Penalty: 3178.630371
	Iteration 21Q: 3 clusters Score -75931.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -75938.156250 Penalty: 3178.630371
	Iteration 22Q: 3 clusters Score -75938.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -75946.804688 Penalty: 3178.630371
	Iteration 23Q: 3 clusters Score -75946.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -75959.578125 Penalty: 3178.630371
	Iteration 24Q: 3 clusters Score -75959.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -75980.851562 Penalty: 3178.630371
	Iteration 25Q: 3 clusters Score -75980.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -76000.265625 Penalty: 3178.630371
	Iteration 26Q: 3 clusters Score -76000.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -76007.437500 Penalty: 3178.630371
	Iteration 27Q: 3 clusters Score -76007.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -76007.437500 Penalty: 3178.630371
	Iteration 28F: 3 clusters Score -76007.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Entering Unmasked Estep 
Score: -3561904.250000 Penalty: 2521.798096
	Iteration 0F: 2 clusters Score -3561904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -3543955.500000 Penalty: 5043.596191
	Iteration 0F: 3 clusters Score -3543956 nChanged 11704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -3550072.000000 Penalty: 5043.596191
	Iteration 1F: 3 clusters Score -3550072 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -3550605.000000 Penalty: 5043.596191
	Iteration 2F: 3 clusters Score -3550605 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -3551120.750000 Penalty: 5043.596191
	Iteration 3Q: 3 clusters Score -3551121 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -3551595.750000 Penalty: 5043.596191
	Iteration 4Q: 3 clusters Score -3551596 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -3552006.250000 Penalty: 5043.596191
	Iteration 5Q: 3 clusters Score -3552006 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -3552363.750000 Penalty: 5043.596191
	Iteration 6Q: 3 clusters Score -3552364 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -3552700.500000 Penalty: 5043.596191
	Iteration 7Q: 3 clusters Score -3552700 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -3553079.750000 Penalty: 5043.596191
	Iteration 8Q: 3 clusters Score -3553080 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -3553503.000000 Penalty: 5043.596191
	Iteration 9Q: 3 clusters Score -3553503 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -3554020.500000 Penalty: 5043.596191
	Iteration 10Q: 3 clusters Score -3554020 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -3554627.000000 Penalty: 5043.596191
	Iteration 11Q: 3 clusters Score -3554627 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -3555276.250000 Penalty: 5043.596191
	Iteration 12Q: 3 clusters Score -3555276 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3555921.000000 Penalty: 5043.596191
	Iteration 13Q: 3 clusters Score -3555921 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -3556515.000000 Penalty: 5043.596191
	Iteration 14Q: 3 clusters Score -3556515 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -3556934.750000 Penalty: 5043.596191
	Iteration 15Q: 3 clusters Score -3556935 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -3557275.750000 Penalty: 5043.596191
	Iteration 16Q: 3 clusters Score -3557276 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -3557584.250000 Penalty: 5043.596191
	Iteration 17Q: 3 clusters Score -3557584 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -3557879.250000 Penalty: 5043.596191
	Iteration 18Q: 3 clusters Score -3557879 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -3558143.750000 Penalty: 5043.596191
	Iteration 19Q: 3 clusters Score -3558144 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -3558404.500000 Penalty: 5043.596191
	Iteration 20F: 3 clusters Score -3558404 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3558682.250000 Penalty: 5043.596191
	Iteration 21Q: 3 clusters Score -3558682 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -3558964.750000 Penalty: 5043.596191
	Iteration 22Q: 3 clusters Score -3558965 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -3559206.500000 Penalty: 5043.596191
	Iteration 23Q: 3 clusters Score -3559206 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -3559427.500000 Penalty: 5043.596191
	Iteration 24Q: 3 clusters Score -3559428 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -3559627.750000 Penalty: 5043.596191
	Iteration 25Q: 3 clusters Score -3559628 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3559768.250000 Penalty: 5043.596191
	Iteration 26Q: 3 clusters Score -3559768 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -3559888.750000 Penalty: 5043.596191
	Iteration 27Q: 3 clusters Score -3559889 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -3559998.000000 Penalty: 5043.596191
	Iteration 28Q: 3 clusters Score -3559998 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -3560099.000000 Penalty: 5043.596191
	Iteration 29Q: 3 clusters Score -3560099 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -3560170.000000 Penalty: 5043.596191
	Iteration 30Q: 3 clusters Score -3560170 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -3560256.250000 Penalty: 5043.596191
	Iteration 31Q: 3 clusters Score -3560256 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -3560332.500000 Penalty: 5043.596191
	Iteration 32Q: 3 clusters Score -3560332 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -3560419.500000 Penalty: 5043.596191
	Iteration 33Q: 3 clusters Score -3560420 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -3560506.750000 Penalty: 5043.596191
	Iteration 34Q: 3 clusters Score -3560507 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -3560646.500000 Penalty: 5043.596191
	Iteration 35Q: 3 clusters Score -3560646 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -3560874.250000 Penalty: 5043.596191
	Iteration 36Q: 3 clusters Score -3560874 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -3561150.250000 Penalty: 5043.596191
	Iteration 37Q: 3 clusters Score -3561150 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -3561427.250000 Penalty: 5043.596191
	Iteration 38Q: 3 clusters Score -3561427 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -3561584.250000 Penalty: 5043.596191
	Iteration 39Q: 3 clusters Score -3561584 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -3561670.000000 Penalty: 5043.596191
	Iteration 40F: 3 clusters Score -3561670 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -3561718.750000 Penalty: 5043.596191
	Iteration 41Q: 3 clusters Score -3561719 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3561754.750000 Penalty: 5043.596191
	Iteration 42Q: 3 clusters Score -3561755 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -3561765.250000 Penalty: 5043.596191
	Iteration 43Q: 3 clusters Score -3561765 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -3561772.500000 Penalty: 5043.596191
	Iteration 44Q: 3 clusters Score -3561772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -3561777.500000 Penalty: 5043.596191
	Iteration 45Q: 3 clusters Score -3561778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -3561777.000000 Penalty: 5043.596191
	Iteration 46Q: 3 clusters Score -3561777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -3561779.000000 Penalty: 5043.596191
	Iteration 47Q: 3 clusters Score -3561779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -3561779.000000 Penalty: 5043.596191
	Iteration 48Q: 3 clusters Score -3561779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -3561783.500000 Penalty: 5043.596191
	Iteration 49Q: 3 clusters Score -3561784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -3561782.000000 Penalty: 5043.596191
	Iteration 50Q: 3 clusters Score -3561782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -3561782.000000 Penalty: 5043.596191
	Iteration 51Q: 3 clusters Score -3561782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -3561782.000000 Penalty: 5043.596191
	Iteration 52F: 3 clusters Score -3561782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (130059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130059 members 
Entering Unmasked Estep 
Score: -18195208.000000 Penalty: 2920.384277
	Iteration 0F: 2 clusters Score -1.819521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65344 members 
Mstep: Class 2 contains 64715 members 
Entering Unmasked Estep 
Score: -18110686.000000 Penalty: 5840.768555
	Iteration 0F: 3 clusters Score -1.811069e+07 nChanged 61862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68160 members 
Mstep: Class 2 contains 61899 members 
Entering Unmasked Estep 
Score: -18146034.000000 Penalty: 5840.768555
	Iteration 1F: 3 clusters Score -1.814603e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70231 members 
Mstep: Class 2 contains 59828 members 
Entering Unmasked Estep 
Score: -18147068.000000 Penalty: 5840.768555
	Iteration 2Q: 3 clusters Score -1.814707e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73443 members 
Mstep: Class 2 contains 56616 members 
Entering Unmasked Estep 
Score: -18148352.000000 Penalty: 5840.768555
	Iteration 3Q: 3 clusters Score -1.814835e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78240 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -18150542.000000 Penalty: 5840.768555
	Iteration 4Q: 3 clusters Score -1.815054e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85249 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -18154616.000000 Penalty: 5840.768555
	Iteration 5F: 3 clusters Score -1.815462e+07 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94826 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -18161586.000000 Penalty: 5840.768555
	Iteration 6F: 3 clusters Score -1.816159e+07 nChanged 11428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106240 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -18171394.000000 Penalty: 5840.768555
	Iteration 7F: 3 clusters Score -1.817139e+07 nChanged 11021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117259 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -18181742.000000 Penalty: 5840.768555
	Iteration 8F: 3 clusters Score -1.818174e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124848 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -18188316.000000 Penalty: 5840.768555
	Iteration 9F: 3 clusters Score -1.818832e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128268 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -18191050.000000 Penalty: 5840.768555
	Iteration 10Q: 3 clusters Score -1.819105e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129332 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -18191996.000000 Penalty: 5840.768555
	Iteration 11Q: 3 clusters Score -1.8192e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129625 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -18192324.000000 Penalty: 5840.768555
	Iteration 12Q: 3 clusters Score -1.819232e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129710 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -18192484.000000 Penalty: 5840.768555
	Iteration 13Q: 3 clusters Score -1.819248e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129755 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -18192558.000000 Penalty: 5840.768555
	Iteration 14Q: 3 clusters Score -1.819256e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129771 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -18192572.000000 Penalty: 5840.768555
	Iteration 15Q: 3 clusters Score -1.819257e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129779 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -18192616.000000 Penalty: 5840.768555
	Iteration 16Q: 3 clusters Score -1.819262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129786 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -18192630.000000 Penalty: 5840.768555
	Iteration 17Q: 3 clusters Score -1.819263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129788 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -18192640.000000 Penalty: 5840.768555
	Iteration 18Q: 3 clusters Score -1.819264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129792 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -18192650.000000 Penalty: 5840.768555
	Iteration 19Q: 3 clusters Score -1.819265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129797 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -18192652.000000 Penalty: 5840.768555
	Iteration 20F: 3 clusters Score -1.819265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129799 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -18192650.000000 Penalty: 5840.768555
	Iteration 21Q: 3 clusters Score -1.819265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129801 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -18192654.000000 Penalty: 5840.768555
	Iteration 22Q: 3 clusters Score -1.819265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129803 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -18192656.000000 Penalty: 5840.768555
	Iteration 23Q: 3 clusters Score -1.819266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129805 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -18192654.000000 Penalty: 5840.768555
	Iteration 24Q: 3 clusters Score -1.819265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129805 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -18192656.000000 Penalty: 5840.768555
	Iteration 25Q: 3 clusters Score -1.819266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129806 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -18192656.000000 Penalty: 5840.768555
	Iteration 26Q: 3 clusters Score -1.819266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129806 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -18192650.000000 Penalty: 5840.768555
	Iteration 27Q: 3 clusters Score -1.819265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129807 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -18192656.000000 Penalty: 5840.768555
	Iteration 28Q: 3 clusters Score -1.819266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129807 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -18192656.000000 Penalty: 5840.768555
	Iteration 29F: 3 clusters Score -1.819266e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Entering Unmasked Estep 
Score: -993502.625000 Penalty: 2209.154785
	Iteration 0F: 2 clusters Score -993502.6 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 3619 members 
Entering Unmasked Estep 
Score: -987561.562500 Penalty: 4418.309570
	Iteration 0F: 3 clusters Score -987561.6 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -989425.687500 Penalty: 4418.309570
	Iteration 1F: 3 clusters Score -989425.7 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -990134.812500 Penalty: 4418.309570
	Iteration 2F: 3 clusters Score -990134.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -990862.312500 Penalty: 4418.309570
	Iteration 3F: 3 clusters Score -990862.3 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -991549.750000 Penalty: 4418.309570
	Iteration 4F: 3 clusters Score -991549.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -992085.750000 Penalty: 4418.309570
	Iteration 5F: 3 clusters Score -992085.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -992510.062500 Penalty: 4418.309570
	Iteration 6F: 3 clusters Score -992510.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -992826.250000 Penalty: 4418.309570
	Iteration 7Q: 3 clusters Score -992826.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -993055.625000 Penalty: 4418.309570
	Iteration 8Q: 3 clusters Score -993055.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -993181.812500 Penalty: 4418.309570
	Iteration 9Q: 3 clusters Score -993181.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -993249.125000 Penalty: 4418.309570
	Iteration 10Q: 3 clusters Score -993249.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -993294.750000 Penalty: 4418.309570
	Iteration 11Q: 3 clusters Score -993294.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -993318.562500 Penalty: 4418.309570
	Iteration 12Q: 3 clusters Score -993318.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -993334.875000 Penalty: 4418.309570
	Iteration 13Q: 3 clusters Score -993334.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -993343.187500 Penalty: 4418.309570
	Iteration 14Q: 3 clusters Score -993343.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -993348.250000 Penalty: 4418.309570
	Iteration 15Q: 3 clusters Score -993348.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -993352.000000 Penalty: 4418.309570
	Iteration 16Q: 3 clusters Score -993352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -993354.187500 Penalty: 4418.309570
	Iteration 17Q: 3 clusters Score -993354.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -993355.125000 Penalty: 4418.309570
	Iteration 18Q: 3 clusters Score -993355.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -993361.187500 Penalty: 4418.309570
	Iteration 19Q: 3 clusters Score -993361.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -993361.625000 Penalty: 4418.309570
	Iteration 20F: 3 clusters Score -993361.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -993362.250000 Penalty: 4418.309570
	Iteration 21Q: 3 clusters Score -993362.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -993361.312500 Penalty: 4418.309570
	Iteration 22Q: 3 clusters Score -993361.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -993363.812500 Penalty: 4418.309570
	Iteration 23Q: 3 clusters Score -993363.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -993365.375000 Penalty: 4418.309570
	Iteration 24Q: 3 clusters Score -993365.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -993366.125000 Penalty: 4418.309570
	Iteration 25Q: 3 clusters Score -993366.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -993365.062500 Penalty: 4418.309570
	Iteration 26Q: 3 clusters Score -993365.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -993365.625000 Penalty: 4418.309570
	Iteration 27Q: 3 clusters Score -993365.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -993366.750000 Penalty: 4418.309570
	Iteration 28Q: 3 clusters Score -993366.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -993366.375000 Penalty: 4418.309570
	Iteration 29Q: 3 clusters Score -993366.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -993366.375000 Penalty: 4418.309570
	Iteration 30Q: 3 clusters Score -993366.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -993368.000000 Penalty: 4418.309570
	Iteration 31Q: 3 clusters Score -993368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -993367.187500 Penalty: 4418.309570
	Iteration 32Q: 3 clusters Score -993367.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -993366.812500 Penalty: 4418.309570
	Iteration 33Q: 3 clusters Score -993366.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -993366.812500 Penalty: 4418.309570
	Iteration 34F: 3 clusters Score -993366.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Entering Unmasked Estep 
Score: -762796.562500 Penalty: 2139.170654
	Iteration 0F: 2 clusters Score -762796.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -757994.687500 Penalty: 4278.341309
	Iteration 0F: 3 clusters Score -757994.7 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -759156.312500 Penalty: 4278.341309
	Iteration 1F: 3 clusters Score -759156.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -759391.312500 Penalty: 4278.341309
	Iteration 2F: 3 clusters Score -759391.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -759530.500000 Penalty: 4278.341309
	Iteration 3Q: 3 clusters Score -759530.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -759634.125000 Penalty: 4278.341309
	Iteration 4Q: 3 clusters Score -759634.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -759712.500000 Penalty: 4278.341309
	Iteration 5Q: 3 clusters Score -759712.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -759776.875000 Penalty: 4278.341309
	Iteration 6Q: 3 clusters Score -759776.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -759827.812500 Penalty: 4278.341309
	Iteration 7Q: 3 clusters Score -759827.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -759871.000000 Penalty: 4278.341309
	Iteration 8Q: 3 clusters Score -759871 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -759906.250000 Penalty: 4278.341309
	Iteration 9Q: 3 clusters Score -759906.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -759942.000000 Penalty: 4278.341309
	Iteration 10Q: 3 clusters Score -759942 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -759978.437500 Penalty: 4278.341309
	Iteration 11Q: 3 clusters Score -759978.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -760016.312500 Penalty: 4278.341309
	Iteration 12Q: 3 clusters Score -760016.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -760065.312500 Penalty: 4278.341309
	Iteration 13Q: 3 clusters Score -760065.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -760103.312500 Penalty: 4278.341309
	Iteration 14Q: 3 clusters Score -760103.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -760154.812500 Penalty: 4278.341309
	Iteration 15Q: 3 clusters Score -760154.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -760204.312500 Penalty: 4278.341309
	Iteration 16Q: 3 clusters Score -760204.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -760255.562500 Penalty: 4278.341309
	Iteration 17Q: 3 clusters Score -760255.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -760315.187500 Penalty: 4278.341309
	Iteration 18Q: 3 clusters Score -760315.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -760376.562500 Penalty: 4278.341309
	Iteration 19Q: 3 clusters Score -760376.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -760423.125000 Penalty: 4278.341309
	Iteration 20F: 3 clusters Score -760423.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -760478.812500 Penalty: 4278.341309
	Iteration 21Q: 3 clusters Score -760478.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -760530.437500 Penalty: 4278.341309
	Iteration 22Q: 3 clusters Score -760530.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -760576.312500 Penalty: 4278.341309
	Iteration 23Q: 3 clusters Score -760576.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -760615.812500 Penalty: 4278.341309
	Iteration 24Q: 3 clusters Score -760615.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -760648.812500 Penalty: 4278.341309
	Iteration 25Q: 3 clusters Score -760648.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -760689.125000 Penalty: 4278.341309
	Iteration 26Q: 3 clusters Score -760689.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -760729.187500 Penalty: 4278.341309
	Iteration 27Q: 3 clusters Score -760729.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -760781.062500 Penalty: 4278.341309
	Iteration 28Q: 3 clusters Score -760781.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -760815.687500 Penalty: 4278.341309
	Iteration 29Q: 3 clusters Score -760815.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -760838.562500 Penalty: 4278.341309
	Iteration 30Q: 3 clusters Score -760838.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -760860.125000 Penalty: 4278.341309
	Iteration 31Q: 3 clusters Score -760860.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -760877.250000 Penalty: 4278.341309
	Iteration 32Q: 3 clusters Score -760877.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -760898.000000 Penalty: 4278.341309
	Iteration 33Q: 3 clusters Score -760898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -760909.375000 Penalty: 4278.341309
	Iteration 34Q: 3 clusters Score -760909.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -760920.875000 Penalty: 4278.341309
	Iteration 35Q: 3 clusters Score -760920.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -760932.437500 Penalty: 4278.341309
	Iteration 36Q: 3 clusters Score -760932.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -760945.250000 Penalty: 4278.341309
	Iteration 37Q: 3 clusters Score -760945.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -760960.187500 Penalty: 4278.341309
	Iteration 38Q: 3 clusters Score -760960.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -760973.000000 Penalty: 4278.341309
	Iteration 39Q: 3 clusters Score -760973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -760978.187500 Penalty: 4278.341309
	Iteration 40F: 3 clusters Score -760978.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -760989.250000 Penalty: 4278.341309
	Iteration 41Q: 3 clusters Score -760989.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -760999.375000 Penalty: 4278.341309
	Iteration 42Q: 3 clusters Score -760999.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -761010.125000 Penalty: 4278.341309
	Iteration 43Q: 3 clusters Score -761010.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -761017.187500 Penalty: 4278.341309
	Iteration 44Q: 3 clusters Score -761017.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -761026.875000 Penalty: 4278.341309
	Iteration 45Q: 3 clusters Score -761026.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -761030.250000 Penalty: 4278.341309
	Iteration 46Q: 3 clusters Score -761030.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -761037.312500 Penalty: 4278.341309
	Iteration 47Q: 3 clusters Score -761037.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -761042.687500 Penalty: 4278.341309
	Iteration 48Q: 3 clusters Score -761042.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -761048.500000 Penalty: 4278.341309
	Iteration 49Q: 3 clusters Score -761048.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -761052.687500 Penalty: 4278.341309
	Iteration 50Q: 3 clusters Score -761052.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -761056.625000 Penalty: 4278.341309
	Iteration 51Q: 3 clusters Score -761056.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -761057.375000 Penalty: 4278.341309
	Iteration 52Q: 3 clusters Score -761057.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -761057.375000 Penalty: 4278.341309
	Iteration 53F: 3 clusters Score -761057.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Entering Unmasked Estep 
Score: -1032294.312500 Penalty: 2213.809326
	Iteration 0F: 2 clusters Score -1032294 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 3678 members 
Entering Unmasked Estep 
Score: -1026116.937500 Penalty: 4427.618652
	Iteration 0F: 3 clusters Score -1026117 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1027797.625000 Penalty: 4427.618652
	Iteration 1F: 3 clusters Score -1027798 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1028084.812500 Penalty: 4427.618652
	Iteration 2F: 3 clusters Score -1028085 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1028291.062500 Penalty: 4427.618652
	Iteration 3F: 3 clusters Score -1028291 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1028482.625000 Penalty: 4427.618652
	Iteration 4Q: 3 clusters Score -1028483 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1028635.437500 Penalty: 4427.618652
	Iteration 5Q: 3 clusters Score -1028635 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1028777.187500 Penalty: 4427.618652
	Iteration 6Q: 3 clusters Score -1028777 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1028919.937500 Penalty: 4427.618652
	Iteration 7Q: 3 clusters Score -1028920 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1029057.937500 Penalty: 4427.618652
	Iteration 8Q: 3 clusters Score -1029058 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1029226.187500 Penalty: 4427.618652
	Iteration 9Q: 3 clusters Score -1029226 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1029449.750000 Penalty: 4427.618652
	Iteration 10Q: 3 clusters Score -1029450 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1029678.125000 Penalty: 4427.618652
	Iteration 11Q: 3 clusters Score -1029678 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1029867.187500 Penalty: 4427.618652
	Iteration 12Q: 3 clusters Score -1029867 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1030009.437500 Penalty: 4427.618652
	Iteration 13Q: 3 clusters Score -1030009 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1030147.375000 Penalty: 4427.618652
	Iteration 14Q: 3 clusters Score -1030147 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1030272.375000 Penalty: 4427.618652
	Iteration 15Q: 3 clusters Score -1030272 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1030380.937500 Penalty: 4427.618652
	Iteration 16Q: 3 clusters Score -1030381 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1030467.000000 Penalty: 4427.618652
	Iteration 17Q: 3 clusters Score -1030467 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1030527.812500 Penalty: 4427.618652
	Iteration 18Q: 3 clusters Score -1030528 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1030566.750000 Penalty: 4427.618652
	Iteration 19Q: 3 clusters Score -1030567 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1030583.812500 Penalty: 4427.618652
	Iteration 20F: 3 clusters Score -1030584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1030595.125000 Penalty: 4427.618652
	Iteration 21Q: 3 clusters Score -1030595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1030606.437500 Penalty: 4427.618652
	Iteration 22Q: 3 clusters Score -1030606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1030613.000000 Penalty: 4427.618652
	Iteration 23Q: 3 clusters Score -1030613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1030618.312500 Penalty: 4427.618652
	Iteration 24Q: 3 clusters Score -1030618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1030625.250000 Penalty: 4427.618652
	Iteration 25Q: 3 clusters Score -1030625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1030628.875000 Penalty: 4427.618652
	Iteration 26Q: 3 clusters Score -1030629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1030632.687500 Penalty: 4427.618652
	Iteration 27Q: 3 clusters Score -1030633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1030635.125000 Penalty: 4427.618652
	Iteration 28Q: 3 clusters Score -1030635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1030636.500000 Penalty: 4427.618652
	Iteration 29Q: 3 clusters Score -1030636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1030638.625000 Penalty: 4427.618652
	Iteration 30Q: 3 clusters Score -1030639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1030643.000000 Penalty: 4427.618652
	Iteration 31Q: 3 clusters Score -1030643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1030646.250000 Penalty: 4427.618652
	Iteration 32Q: 3 clusters Score -1030646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1030649.187500 Penalty: 4427.618652
	Iteration 33Q: 3 clusters Score -1030649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1030649.187500 Penalty: 4427.618652
	Iteration 34F: 3 clusters Score -1030649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Entering Unmasked Estep 
Score: -6002168.000000 Penalty: 2648.882080
	Iteration 0F: 2 clusters Score -6002168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -5972701.000000 Penalty: 5297.764160
	Iteration 0F: 3 clusters Score -5972701 nChanged 19977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -5983837.500000 Penalty: 5297.764160
	Iteration 1F: 3 clusters Score -5983838 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -5984614.500000 Penalty: 5297.764160
	Iteration 2Q: 3 clusters Score -5984614 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -5985679.000000 Penalty: 5297.764160
	Iteration 3F: 3 clusters Score -5985679 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -5987202.500000 Penalty: 5297.764160
	Iteration 4F: 3 clusters Score -5987202 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -5989430.500000 Penalty: 5297.764160
	Iteration 5F: 3 clusters Score -5989430 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -5992233.500000 Penalty: 5297.764160
	Iteration 6F: 3 clusters Score -5992234 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -5995017.000000 Penalty: 5297.764160
	Iteration 7F: 3 clusters Score -5995017 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -5997115.500000 Penalty: 5297.764160
	Iteration 8F: 3 clusters Score -5997116 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -5998424.500000 Penalty: 5297.764160
	Iteration 9Q: 3 clusters Score -5998424 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5999068.500000 Penalty: 5297.764160
	Iteration 10Q: 3 clusters Score -5999068 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5999437.000000 Penalty: 5297.764160
	Iteration 11Q: 3 clusters Score -5999437 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5999604.500000 Penalty: 5297.764160
	Iteration 12Q: 3 clusters Score -5999604 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5999704.000000 Penalty: 5297.764160
	Iteration 13Q: 3 clusters Score -5999704 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5999771.500000 Penalty: 5297.764160
	Iteration 14Q: 3 clusters Score -5999772 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5999816.500000 Penalty: 5297.764160
	Iteration 15Q: 3 clusters Score -5999816 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5999860.000000 Penalty: 5297.764160
	Iteration 16Q: 3 clusters Score -5999860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5999889.500000 Penalty: 5297.764160
	Iteration 17Q: 3 clusters Score -5999890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5999900.000000 Penalty: 5297.764160
	Iteration 18Q: 3 clusters Score -5999900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5999909.000000 Penalty: 5297.764160
	Iteration 19Q: 3 clusters Score -5999909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5999924.000000 Penalty: 5297.764160
	Iteration 20F: 3 clusters Score -5999924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5999928.500000 Penalty: 5297.764160
	Iteration 21Q: 3 clusters Score -5999928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5999942.500000 Penalty: 5297.764160
	Iteration 22Q: 3 clusters Score -5999942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5999948.000000 Penalty: 5297.764160
	Iteration 23Q: 3 clusters Score -5999948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5999958.000000 Penalty: 5297.764160
	Iteration 24Q: 3 clusters Score -5999958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5999959.000000 Penalty: 5297.764160
	Iteration 25Q: 3 clusters Score -5999959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5999956.000000 Penalty: 5297.764160
	Iteration 26Q: 3 clusters Score -5999956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5999956.500000 Penalty: 5297.764160
	Iteration 27Q: 3 clusters Score -5999956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5999956.500000 Penalty: 5297.764160
	Iteration 28Q: 3 clusters Score -5999956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5999963.000000 Penalty: 5297.764160
	Iteration 29Q: 3 clusters Score -5999963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5999963.000000 Penalty: 5297.764160
	Iteration 30F: 3 clusters Score -5999963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (125258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125258 members 
Entering Unmasked Estep 
Score: -17330652.000000 Penalty: 2911.056396
	Iteration 0F: 2 clusters Score -1.733065e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62531 members 
Mstep: Class 2 contains 62727 members 
Entering Unmasked Estep 
Score: -17247528.000000 Penalty: 5822.112793
	Iteration 0F: 3 clusters Score -1.724753e+07 nChanged 59648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 64979 members 
Entering Unmasked Estep 
Score: -17281586.000000 Penalty: 5822.112793
	Iteration 1F: 3 clusters Score -1.728159e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58764 members 
Mstep: Class 2 contains 66494 members 
Entering Unmasked Estep 
Score: -17282456.000000 Penalty: 5822.112793
	Iteration 2Q: 3 clusters Score -1.728246e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 68822 members 
Entering Unmasked Estep 
Score: -17283430.000000 Penalty: 5822.112793
	Iteration 3Q: 3 clusters Score -1.728343e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52964 members 
Mstep: Class 2 contains 72294 members 
Entering Unmasked Estep 
Score: -17284774.000000 Penalty: 5822.112793
	Iteration 4Q: 3 clusters Score -1.728477e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 77332 members 
Entering Unmasked Estep 
Score: -17287120.000000 Penalty: 5822.112793
	Iteration 5Q: 3 clusters Score -1.728712e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40901 members 
Mstep: Class 2 contains 84357 members 
Entering Unmasked Estep 
Score: -17291140.000000 Penalty: 5822.112793
	Iteration 6F: 3 clusters Score -1.729114e+07 nChanged 9403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 93646 members 
Entering Unmasked Estep 
Score: -17298072.000000 Penalty: 5822.112793
	Iteration 7F: 3 clusters Score -1.729807e+07 nChanged 11088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 104718 members 
Entering Unmasked Estep 
Score: -17308236.000000 Penalty: 5822.112793
	Iteration 8F: 3 clusters Score -1.730824e+07 nChanged 9998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 114710 members 
Entering Unmasked Estep 
Score: -17318186.000000 Penalty: 5822.112793
	Iteration 9F: 3 clusters Score -1.731819e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 121186 members 
Entering Unmasked Estep 
Score: -17324318.000000 Penalty: 5822.112793
	Iteration 10F: 3 clusters Score -1.732432e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 123971 members 
Entering Unmasked Estep 
Score: -17326866.000000 Penalty: 5822.112793
	Iteration 11Q: 3 clusters Score -1.732687e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 124794 members 
Entering Unmasked Estep 
Score: -17327646.000000 Penalty: 5822.112793
	Iteration 12Q: 3 clusters Score -1.732765e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 124984 members 
Entering Unmasked Estep 
Score: -17327912.000000 Penalty: 5822.112793
	Iteration 13Q: 3 clusters Score -1.732791e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 125023 members 
Entering Unmasked Estep 
Score: -17328014.000000 Penalty: 5822.112793
	Iteration 14Q: 3 clusters Score -1.732801e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 125036 members 
Entering Unmasked Estep 
Score: -17328050.000000 Penalty: 5822.112793
	Iteration 15Q: 3 clusters Score -1.732805e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 125046 members 
Entering Unmasked Estep 
Score: -17328080.000000 Penalty: 5822.112793
	Iteration 16Q: 3 clusters Score -1.732808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 125052 members 
Entering Unmasked Estep 
Score: -17328088.000000 Penalty: 5822.112793
	Iteration 17Q: 3 clusters Score -1.732809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 125057 members 
Entering Unmasked Estep 
Score: -17328102.000000 Penalty: 5822.112793
	Iteration 18Q: 3 clusters Score -1.73281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 125061 members 
Entering Unmasked Estep 
Score: -17328116.000000 Penalty: 5822.112793
	Iteration 19Q: 3 clusters Score -1.732812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 125060 members 
Entering Unmasked Estep 
Score: -17328126.000000 Penalty: 5822.112793
	Iteration 20F: 3 clusters Score -1.732813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 125061 members 
Entering Unmasked Estep 
Score: -17328140.000000 Penalty: 5822.112793
	Iteration 21Q: 3 clusters Score -1.732814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 125061 members 
Entering Unmasked Estep 
Score: -17328140.000000 Penalty: 5822.112793
	Iteration 22F: 3 clusters Score -1.732814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -76979.851562 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -76979.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -75375.773438 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -75375.77 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75668.156250 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -75668.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75853.968750 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -75853.97 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76170.843750 Penalty: 3194.709473
	Iteration 3F: 3 clusters Score -76170.84 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -76569.632812 Penalty: 3194.709473
	Iteration 4F: 3 clusters Score -76569.63 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -77383.593750 Penalty: 3194.709473
	Iteration 5F: 3 clusters Score -77383.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -77958.781250 Penalty: 3194.709473
	Iteration 6F: 3 clusters Score -77958.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -78122.789062 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -78122.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -78122.789062 Penalty: 3194.709473
	Iteration 8F: 3 clusters Score -78122.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2628 members 
Mstep: Class 3 contains 153287 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44357 members 
Mstep: Class 6 contains 32778 members 
Mstep: Class 7 contains 42481 members 
Mstep: Class 8 contains 17657 members 
Mstep: Class 9 contains 134110 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22552 members 
Mstep: Class 12 contains 47100 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26070 members 
Mstep: Class 15 contains 130059 members 
Mstep: Class 16 contains 7390 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7530 members 
Mstep: Class 19 contains 43520 members 
Mstep: Class 20 contains 125258 members 
Mstep: Class 21 contains 477 members 
Mstep: Class 22 contains 31796 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44052 members 
Mstep: Class 26 contains 6583 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64971 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Mstep: Class 33 contains 150 members 
Entering Unmasked Estep 
Score: -142956464.000000 Penalty: 113492.750000
Splitting cluster 21 changes total score from -142957168.000000 to -142956464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (31796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Entering Unmasked Estep 
Score: -4469787.000000 Penalty: 2571.039795
	Iteration 0F: 2 clusters Score -4469787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -4448216.000000 Penalty: 5142.079590
	Iteration 0F: 3 clusters Score -4448216 nChanged 14286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -4456049.500000 Penalty: 5142.079590
	Iteration 1F: 3 clusters Score -4456050 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -4456761.500000 Penalty: 5142.079590
	Iteration 2F: 3 clusters Score -4456762 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -4457461.000000 Penalty: 5142.079590
	Iteration 3Q: 3 clusters Score -4457461 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -4458111.000000 Penalty: 5142.079590
	Iteration 4Q: 3 clusters Score -4458111 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -4458762.500000 Penalty: 5142.079590
	Iteration 5Q: 3 clusters Score -4458762 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -4459375.000000 Penalty: 5142.079590
	Iteration 6Q: 3 clusters Score -4459375 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -4460089.000000 Penalty: 5142.079590
	Iteration 7Q: 3 clusters Score -4460089 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -4460987.000000 Penalty: 5142.079590
	Iteration 8Q: 3 clusters Score -4460987 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -4461980.000000 Penalty: 5142.079590
	Iteration 9Q: 3 clusters Score -4461980 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -4463023.500000 Penalty: 5142.079590
	Iteration 10Q: 3 clusters Score -4463024 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -4463900.500000 Penalty: 5142.079590
	Iteration 11Q: 3 clusters Score -4463900 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -4464527.500000 Penalty: 5142.079590
	Iteration 12Q: 3 clusters Score -4464528 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -4464961.500000 Penalty: 5142.079590
	Iteration 13Q: 3 clusters Score -4464962 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -4465291.000000 Penalty: 5142.079590
	Iteration 14Q: 3 clusters Score -4465291 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -4465537.500000 Penalty: 5142.079590
	Iteration 15Q: 3 clusters Score -4465538 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -4465705.500000 Penalty: 5142.079590
	Iteration 16Q: 3 clusters Score -4465706 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -4465911.500000 Penalty: 5142.079590
	Iteration 17Q: 3 clusters Score -4465912 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -4466080.000000 Penalty: 5142.079590
	Iteration 18Q: 3 clusters Score -4466080 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -4466249.000000 Penalty: 5142.079590
	Iteration 19Q: 3 clusters Score -4466249 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -4466431.000000 Penalty: 5142.079590
	Iteration 20F: 3 clusters Score -4466431 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -4466612.500000 Penalty: 5142.079590
	Iteration 21Q: 3 clusters Score -4466612 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -4466778.500000 Penalty: 5142.079590
	Iteration 22Q: 3 clusters Score -4466778 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -4466917.500000 Penalty: 5142.079590
	Iteration 23Q: 3 clusters Score -4466918 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -4467072.000000 Penalty: 5142.079590
	Iteration 24Q: 3 clusters Score -4467072 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -4467274.500000 Penalty: 5142.079590
	Iteration 25Q: 3 clusters Score -4467274 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -4467429.500000 Penalty: 5142.079590
	Iteration 26Q: 3 clusters Score -4467430 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -4467611.000000 Penalty: 5142.079590
	Iteration 27Q: 3 clusters Score -4467611 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -4467889.000000 Penalty: 5142.079590
	Iteration 28Q: 3 clusters Score -4467889 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -4468107.500000 Penalty: 5142.079590
	Iteration 29Q: 3 clusters Score -4468108 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -4468288.500000 Penalty: 5142.079590
	Iteration 30Q: 3 clusters Score -4468288 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -4468437.500000 Penalty: 5142.079590
	Iteration 31Q: 3 clusters Score -4468438 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -4468541.500000 Penalty: 5142.079590
	Iteration 32Q: 3 clusters Score -4468542 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -4468628.500000 Penalty: 5142.079590
	Iteration 33Q: 3 clusters Score -4468628 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -4468689.500000 Penalty: 5142.079590
	Iteration 34Q: 3 clusters Score -4468690 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -4468728.000000 Penalty: 5142.079590
	Iteration 35Q: 3 clusters Score -4468728 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -4468761.000000 Penalty: 5142.079590
	Iteration 36Q: 3 clusters Score -4468761 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -4468770.500000 Penalty: 5142.079590
	Iteration 37Q: 3 clusters Score -4468770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -4468782.500000 Penalty: 5142.079590
	Iteration 38Q: 3 clusters Score -4468782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -4468789.000000 Penalty: 5142.079590
	Iteration 39Q: 3 clusters Score -4468789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -4468867.500000 Penalty: 5142.079590
	Iteration 40F: 3 clusters Score -4468868 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -4468912.500000 Penalty: 5142.079590
	Iteration 41Q: 3 clusters Score -4468912 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -4468936.500000 Penalty: 5142.079590
	Iteration 42Q: 3 clusters Score -4468936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -4468964.000000 Penalty: 5142.079590
	Iteration 43Q: 3 clusters Score -4468964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -4468986.500000 Penalty: 5142.079590
	Iteration 44Q: 3 clusters Score -4468986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -4468994.000000 Penalty: 5142.079590
	Iteration 45Q: 3 clusters Score -4468994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -4469015.000000 Penalty: 5142.079590
	Iteration 46Q: 3 clusters Score -4469015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -4469021.000000 Penalty: 5142.079590
	Iteration 47Q: 3 clusters Score -4469021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -4469026.000000 Penalty: 5142.079590
	Iteration 48Q: 3 clusters Score -4469026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -4469031.000000 Penalty: 5142.079590
	Iteration 49Q: 3 clusters Score -4469031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -4469034.000000 Penalty: 5142.079590
	Iteration 50Q: 3 clusters Score -4469034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -4469034.000000 Penalty: 5142.079590
	Iteration 51Q: 3 clusters Score -4469034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -4469032.500000 Penalty: 5142.079590
	Iteration 52Q: 3 clusters Score -4469032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -4469034.000000 Penalty: 5142.079590
	Iteration 53Q: 3 clusters Score -4469034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -4469038.000000 Penalty: 5142.079590
	Iteration 54Q: 3 clusters Score -4469038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -4469038.000000 Penalty: 5142.079590
	Iteration 55F: 3 clusters Score -4469038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Entering Unmasked Estep 
Score: -743332.625000 Penalty: 2154.736572
	Iteration 0F: 2 clusters Score -743332.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -738364.875000 Penalty: 4309.473145
	Iteration 0F: 3 clusters Score -738364.9 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -739977.750000 Penalty: 4309.473145
	Iteration 1F: 3 clusters Score -739977.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -740525.937500 Penalty: 4309.473145
	Iteration 2F: 3 clusters Score -740525.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -741033.937500 Penalty: 4309.473145
	Iteration 3F: 3 clusters Score -741033.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -741514.750000 Penalty: 4309.473145
	Iteration 4F: 3 clusters Score -741514.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -741868.562500 Penalty: 4309.473145
	Iteration 5F: 3 clusters Score -741868.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -742148.937500 Penalty: 4309.473145
	Iteration 6F: 3 clusters Score -742148.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -742352.312500 Penalty: 4309.473145
	Iteration 7Q: 3 clusters Score -742352.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -742480.312500 Penalty: 4309.473145
	Iteration 8Q: 3 clusters Score -742480.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -742546.500000 Penalty: 4309.473145
	Iteration 9Q: 3 clusters Score -742546.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -742589.625000 Penalty: 4309.473145
	Iteration 10Q: 3 clusters Score -742589.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -742617.312500 Penalty: 4309.473145
	Iteration 11Q: 3 clusters Score -742617.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -742641.250000 Penalty: 4309.473145
	Iteration 12Q: 3 clusters Score -742641.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -742660.812500 Penalty: 4309.473145
	Iteration 13Q: 3 clusters Score -742660.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -742685.437500 Penalty: 4309.473145
	Iteration 14Q: 3 clusters Score -742685.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -742708.937500 Penalty: 4309.473145
	Iteration 15Q: 3 clusters Score -742708.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -742731.687500 Penalty: 4309.473145
	Iteration 16Q: 3 clusters Score -742731.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -742751.250000 Penalty: 4309.473145
	Iteration 17Q: 3 clusters Score -742751.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -742769.312500 Penalty: 4309.473145
	Iteration 18Q: 3 clusters Score -742769.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -742782.625000 Penalty: 4309.473145
	Iteration 19Q: 3 clusters Score -742782.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -742792.875000 Penalty: 4309.473145
	Iteration 20F: 3 clusters Score -742792.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -742801.062500 Penalty: 4309.473145
	Iteration 21Q: 3 clusters Score -742801.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -742804.937500 Penalty: 4309.473145
	Iteration 22Q: 3 clusters Score -742804.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -742810.750000 Penalty: 4309.473145
	Iteration 23Q: 3 clusters Score -742810.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -742812.875000 Penalty: 4309.473145
	Iteration 24Q: 3 clusters Score -742812.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -742814.375000 Penalty: 4309.473145
	Iteration 25Q: 3 clusters Score -742814.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -742815.000000 Penalty: 4309.473145
	Iteration 26Q: 3 clusters Score -742815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -742818.125000 Penalty: 4309.473145
	Iteration 27Q: 3 clusters Score -742818.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -742819.125000 Penalty: 4309.473145
	Iteration 28Q: 3 clusters Score -742819.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -742821.625000 Penalty: 4309.473145
	Iteration 29Q: 3 clusters Score -742821.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -742824.312500 Penalty: 4309.473145
	Iteration 30Q: 3 clusters Score -742824.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -742824.250000 Penalty: 4309.473145
	Iteration 31Q: 3 clusters Score -742824.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -742829.375000 Penalty: 4309.473145
	Iteration 32Q: 3 clusters Score -742829.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -742832.312500 Penalty: 4309.473145
	Iteration 33Q: 3 clusters Score -742832.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -742836.375000 Penalty: 4309.473145
	Iteration 34Q: 3 clusters Score -742836.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -742839.812500 Penalty: 4309.473145
	Iteration 35Q: 3 clusters Score -742839.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -742840.812500 Penalty: 4309.473145
	Iteration 36Q: 3 clusters Score -742840.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -742844.187500 Penalty: 4309.473145
	Iteration 37Q: 3 clusters Score -742844.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -742846.562500 Penalty: 4309.473145
	Iteration 38Q: 3 clusters Score -742846.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -742852.750000 Penalty: 4309.473145
	Iteration 39Q: 3 clusters Score -742852.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -742860.062500 Penalty: 4309.473145
	Iteration 40F: 3 clusters Score -742860.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -742867.187500 Penalty: 4309.473145
	Iteration 41Q: 3 clusters Score -742867.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -742878.812500 Penalty: 4309.473145
	Iteration 42Q: 3 clusters Score -742878.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -742899.250000 Penalty: 4309.473145
	Iteration 43Q: 3 clusters Score -742899.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -742920.000000 Penalty: 4309.473145
	Iteration 44Q: 3 clusters Score -742920 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -742945.625000 Penalty: 4309.473145
	Iteration 45Q: 3 clusters Score -742945.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -742968.000000 Penalty: 4309.473145
	Iteration 46Q: 3 clusters Score -742968 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -742993.000000 Penalty: 4309.473145
	Iteration 47Q: 3 clusters Score -742993 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -743011.875000 Penalty: 4309.473145
	Iteration 48Q: 3 clusters Score -743011.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -743027.812500 Penalty: 4309.473145
	Iteration 49Q: 3 clusters Score -743027.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -743039.187500 Penalty: 4309.473145
	Iteration 50Q: 3 clusters Score -743039.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -743043.312500 Penalty: 4309.473145
	Iteration 51Q: 3 clusters Score -743043.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -743045.937500 Penalty: 4309.473145
	Iteration 52Q: 3 clusters Score -743045.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -743049.500000 Penalty: 4309.473145
	Iteration 53Q: 3 clusters Score -743049.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -743054.500000 Penalty: 4309.473145
	Iteration 54Q: 3 clusters Score -743054.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -743058.687500 Penalty: 4309.473145
	Iteration 55Q: 3 clusters Score -743058.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -743058.562500 Penalty: 4309.473145
	Iteration 56Q: 3 clusters Score -743058.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -743058.812500 Penalty: 4309.473145
	Iteration 57Q: 3 clusters Score -743058.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -743059.562500 Penalty: 4309.473145
	Iteration 58Q: 3 clusters Score -743059.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -743059.562500 Penalty: 4309.473145
	Iteration 59F: 3 clusters Score -743059.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -68031.890625 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -68031.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -66507.671875 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -66507.67 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66664.226562 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -66664.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66706.476562 Penalty: 3097.106689
	Iteration 2Q: 3 clusters Score -66706.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66732.421875 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -66732.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66748.492188 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -66748.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66760.132812 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -66760.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66761.281250 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -66761.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66763.203125 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -66763.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66763.203125 Penalty: 3097.106689
	Iteration 8F: 3 clusters Score -66763.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (44052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Entering Unmasked Estep 
Score: -6139695.000000 Penalty: 2651.895264
	Iteration 0F: 2 clusters Score -6139695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -6109979.000000 Penalty: 5303.790527
	Iteration 0F: 3 clusters Score -6109979 nChanged 20191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -6121051.500000 Penalty: 5303.790527
	Iteration 1F: 3 clusters Score -6121052 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -6121700.000000 Penalty: 5303.790527
	Iteration 2Q: 3 clusters Score -6121700 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -6122491.500000 Penalty: 5303.790527
	Iteration 3Q: 3 clusters Score -6122492 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -6123605.500000 Penalty: 5303.790527
	Iteration 4F: 3 clusters Score -6123606 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -6125152.500000 Penalty: 5303.790527
	Iteration 5F: 3 clusters Score -6125152 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -6127078.500000 Penalty: 5303.790527
	Iteration 6F: 3 clusters Score -6127078 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -6129124.000000 Penalty: 5303.790527
	Iteration 7F: 3 clusters Score -6129124 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -6130974.500000 Penalty: 5303.790527
	Iteration 8F: 3 clusters Score -6130974 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -6132442.000000 Penalty: 5303.790527
	Iteration 9Q: 3 clusters Score -6132442 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -6133504.000000 Penalty: 5303.790527
	Iteration 10Q: 3 clusters Score -6133504 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -6134241.500000 Penalty: 5303.790527
	Iteration 11Q: 3 clusters Score -6134242 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -6134743.500000 Penalty: 5303.790527
	Iteration 12Q: 3 clusters Score -6134744 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -6135081.500000 Penalty: 5303.790527
	Iteration 13Q: 3 clusters Score -6135082 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -6135318.500000 Penalty: 5303.790527
	Iteration 14Q: 3 clusters Score -6135318 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -6135541.000000 Penalty: 5303.790527
	Iteration 15Q: 3 clusters Score -6135541 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -6135727.500000 Penalty: 5303.790527
	Iteration 16Q: 3 clusters Score -6135728 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -6135904.000000 Penalty: 5303.790527
	Iteration 17Q: 3 clusters Score -6135904 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -6136032.500000 Penalty: 5303.790527
	Iteration 18Q: 3 clusters Score -6136032 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -6136167.000000 Penalty: 5303.790527
	Iteration 19Q: 3 clusters Score -6136167 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -6136303.000000 Penalty: 5303.790527
	Iteration 20F: 3 clusters Score -6136303 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -6136390.500000 Penalty: 5303.790527
	Iteration 21Q: 3 clusters Score -6136390 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -6136477.500000 Penalty: 5303.790527
	Iteration 22Q: 3 clusters Score -6136478 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -6136593.000000 Penalty: 5303.790527
	Iteration 23Q: 3 clusters Score -6136593 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -6136668.000000 Penalty: 5303.790527
	Iteration 24Q: 3 clusters Score -6136668 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -6136720.500000 Penalty: 5303.790527
	Iteration 25Q: 3 clusters Score -6136720 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -6136779.000000 Penalty: 5303.790527
	Iteration 26Q: 3 clusters Score -6136779 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -6136823.500000 Penalty: 5303.790527
	Iteration 27Q: 3 clusters Score -6136824 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -6136873.000000 Penalty: 5303.790527
	Iteration 28Q: 3 clusters Score -6136873 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -6136896.500000 Penalty: 5303.790527
	Iteration 29Q: 3 clusters Score -6136896 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -6136933.500000 Penalty: 5303.790527
	Iteration 30Q: 3 clusters Score -6136934 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -6136952.000000 Penalty: 5303.790527
	Iteration 31Q: 3 clusters Score -6136952 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -6136966.000000 Penalty: 5303.790527
	Iteration 32Q: 3 clusters Score -6136966 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -6136979.000000 Penalty: 5303.790527
	Iteration 33Q: 3 clusters Score -6136979 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -6136984.500000 Penalty: 5303.790527
	Iteration 34Q: 3 clusters Score -6136984 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -6137006.000000 Penalty: 5303.790527
	Iteration 35Q: 3 clusters Score -6137006 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -6137036.000000 Penalty: 5303.790527
	Iteration 36Q: 3 clusters Score -6137036 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -6137051.000000 Penalty: 5303.790527
	Iteration 37Q: 3 clusters Score -6137051 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -6137064.500000 Penalty: 5303.790527
	Iteration 38Q: 3 clusters Score -6137064 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -6137086.500000 Penalty: 5303.790527
	Iteration 39Q: 3 clusters Score -6137086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -6137099.000000 Penalty: 5303.790527
	Iteration 40F: 3 clusters Score -6137099 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -6137110.000000 Penalty: 5303.790527
	Iteration 41Q: 3 clusters Score -6137110 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -6137117.000000 Penalty: 5303.790527
	Iteration 42Q: 3 clusters Score -6137117 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -6137152.500000 Penalty: 5303.790527
	Iteration 43Q: 3 clusters Score -6137152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -6137156.000000 Penalty: 5303.790527
	Iteration 44Q: 3 clusters Score -6137156 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -6137166.500000 Penalty: 5303.790527
	Iteration 45Q: 3 clusters Score -6137166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -6137190.000000 Penalty: 5303.790527
	Iteration 46Q: 3 clusters Score -6137190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -6137209.000000 Penalty: 5303.790527
	Iteration 47Q: 3 clusters Score -6137209 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -6137220.500000 Penalty: 5303.790527
	Iteration 48Q: 3 clusters Score -6137220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -6137236.500000 Penalty: 5303.790527
	Iteration 49Q: 3 clusters Score -6137236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -6137246.500000 Penalty: 5303.790527
	Iteration 50Q: 3 clusters Score -6137246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -6137256.000000 Penalty: 5303.790527
	Iteration 51Q: 3 clusters Score -6137256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -6137255.500000 Penalty: 5303.790527
	Iteration 52Q: 3 clusters Score -6137256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -6137281.000000 Penalty: 5303.790527
	Iteration 53Q: 3 clusters Score -6137281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -6137294.500000 Penalty: 5303.790527
	Iteration 54Q: 3 clusters Score -6137294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -6137299.000000 Penalty: 5303.790527
	Iteration 55Q: 3 clusters Score -6137299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -6137312.000000 Penalty: 5303.790527
	Iteration 56Q: 3 clusters Score -6137312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -6137305.500000 Penalty: 5303.790527
	Iteration 57Q: 3 clusters Score -6137306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -6137311.000000 Penalty: 5303.790527
	Iteration 58Q: 3 clusters Score -6137311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -6137316.000000 Penalty: 5303.790527
	Iteration 59Q: 3 clusters Score -6137316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -6137321.500000 Penalty: 5303.790527
	Iteration 60F: 3 clusters Score -6137322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -6137324.500000 Penalty: 5303.790527
	Iteration 61Q: 3 clusters Score -6137324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -6137336.500000 Penalty: 5303.790527
	Iteration 62Q: 3 clusters Score -6137336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -6137337.000000 Penalty: 5303.790527
	Iteration 63Q: 3 clusters Score -6137337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -6137340.000000 Penalty: 5303.790527
	Iteration 64Q: 3 clusters Score -6137340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -6137334.500000 Penalty: 5303.790527
	Iteration 65Q: 3 clusters Score -6137334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -6137344.500000 Penalty: 5303.790527
	Iteration 66Q: 3 clusters Score -6137344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -6137342.500000 Penalty: 5303.790527
	Iteration 67Q: 3 clusters Score -6137342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -6137352.500000 Penalty: 5303.790527
	Iteration 68Q: 3 clusters Score -6137352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -6137351.000000 Penalty: 5303.790527
	Iteration 69Q: 3 clusters Score -6137351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -6137356.000000 Penalty: 5303.790527
	Iteration 70Q: 3 clusters Score -6137356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -6137356.000000 Penalty: 5303.790527
	Iteration 71F: 3 clusters Score -6137356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Entering Unmasked Estep 
Score: -905739.437500 Penalty: 2180.477051
	Iteration 0F: 2 clusters Score -905739.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -900283.875000 Penalty: 4360.954102
	Iteration 0F: 3 clusters Score -900283.9 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -901661.187500 Penalty: 4360.954102
	Iteration 1F: 3 clusters Score -901661.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -901876.812500 Penalty: 4360.954102
	Iteration 2F: 3 clusters Score -901876.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -902029.312500 Penalty: 4360.954102
	Iteration 3Q: 3 clusters Score -902029.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -902146.562500 Penalty: 4360.954102
	Iteration 4Q: 3 clusters Score -902146.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -902237.625000 Penalty: 4360.954102
	Iteration 5Q: 3 clusters Score -902237.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -902322.625000 Penalty: 4360.954102
	Iteration 6Q: 3 clusters Score -902322.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -902389.125000 Penalty: 4360.954102
	Iteration 7Q: 3 clusters Score -902389.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -902453.812500 Penalty: 4360.954102
	Iteration 8Q: 3 clusters Score -902453.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -902499.062500 Penalty: 4360.954102
	Iteration 9Q: 3 clusters Score -902499.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -902540.375000 Penalty: 4360.954102
	Iteration 10Q: 3 clusters Score -902540.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -902576.812500 Penalty: 4360.954102
	Iteration 11Q: 3 clusters Score -902576.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -902607.437500 Penalty: 4360.954102
	Iteration 12Q: 3 clusters Score -902607.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -902635.312500 Penalty: 4360.954102
	Iteration 13Q: 3 clusters Score -902635.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -902659.937500 Penalty: 4360.954102
	Iteration 14Q: 3 clusters Score -902659.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -902681.375000 Penalty: 4360.954102
	Iteration 15Q: 3 clusters Score -902681.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -902707.875000 Penalty: 4360.954102
	Iteration 16Q: 3 clusters Score -902707.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -902734.000000 Penalty: 4360.954102
	Iteration 17Q: 3 clusters Score -902734 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -902765.812500 Penalty: 4360.954102
	Iteration 18Q: 3 clusters Score -902765.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -902798.625000 Penalty: 4360.954102
	Iteration 19Q: 3 clusters Score -902798.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -902836.875000 Penalty: 4360.954102
	Iteration 20F: 3 clusters Score -902836.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -902882.000000 Penalty: 4360.954102
	Iteration 21Q: 3 clusters Score -902882 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -902933.750000 Penalty: 4360.954102
	Iteration 22Q: 3 clusters Score -902933.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -902979.000000 Penalty: 4360.954102
	Iteration 23Q: 3 clusters Score -902979 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -903023.875000 Penalty: 4360.954102
	Iteration 24Q: 3 clusters Score -903023.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -903074.000000 Penalty: 4360.954102
	Iteration 25Q: 3 clusters Score -903074 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -903133.562500 Penalty: 4360.954102
	Iteration 26Q: 3 clusters Score -903133.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -903179.375000 Penalty: 4360.954102
	Iteration 27Q: 3 clusters Score -903179.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -903221.375000 Penalty: 4360.954102
	Iteration 28Q: 3 clusters Score -903221.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -903273.000000 Penalty: 4360.954102
	Iteration 29Q: 3 clusters Score -903273 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -903327.937500 Penalty: 4360.954102
	Iteration 30Q: 3 clusters Score -903327.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -903380.937500 Penalty: 4360.954102
	Iteration 31Q: 3 clusters Score -903380.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -903426.937500 Penalty: 4360.954102
	Iteration 32Q: 3 clusters Score -903426.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -903468.437500 Penalty: 4360.954102
	Iteration 33Q: 3 clusters Score -903468.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -903505.437500 Penalty: 4360.954102
	Iteration 34Q: 3 clusters Score -903505.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -903543.625000 Penalty: 4360.954102
	Iteration 35Q: 3 clusters Score -903543.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -903596.875000 Penalty: 4360.954102
	Iteration 36Q: 3 clusters Score -903596.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -903632.000000 Penalty: 4360.954102
	Iteration 37Q: 3 clusters Score -903632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -903658.062500 Penalty: 4360.954102
	Iteration 38Q: 3 clusters Score -903658.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -903675.250000 Penalty: 4360.954102
	Iteration 39Q: 3 clusters Score -903675.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -903688.500000 Penalty: 4360.954102
	Iteration 40F: 3 clusters Score -903688.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -903703.062500 Penalty: 4360.954102
	Iteration 41Q: 3 clusters Score -903703.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -903714.812500 Penalty: 4360.954102
	Iteration 42Q: 3 clusters Score -903714.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -903732.937500 Penalty: 4360.954102
	Iteration 43Q: 3 clusters Score -903732.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -903751.875000 Penalty: 4360.954102
	Iteration 44Q: 3 clusters Score -903751.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -903761.875000 Penalty: 4360.954102
	Iteration 45Q: 3 clusters Score -903761.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -903775.375000 Penalty: 4360.954102
	Iteration 46Q: 3 clusters Score -903775.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -903792.312500 Penalty: 4360.954102
	Iteration 47Q: 3 clusters Score -903792.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -903807.500000 Penalty: 4360.954102
	Iteration 48Q: 3 clusters Score -903807.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -903818.625000 Penalty: 4360.954102
	Iteration 49Q: 3 clusters Score -903818.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -903827.125000 Penalty: 4360.954102
	Iteration 50Q: 3 clusters Score -903827.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -903834.375000 Penalty: 4360.954102
	Iteration 51Q: 3 clusters Score -903834.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -903837.000000 Penalty: 4360.954102
	Iteration 52Q: 3 clusters Score -903837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -903843.875000 Penalty: 4360.954102
	Iteration 53Q: 3 clusters Score -903843.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -903850.812500 Penalty: 4360.954102
	Iteration 54Q: 3 clusters Score -903850.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -903854.062500 Penalty: 4360.954102
	Iteration 55Q: 3 clusters Score -903854.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -903860.687500 Penalty: 4360.954102
	Iteration 56Q: 3 clusters Score -903860.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -903863.562500 Penalty: 4360.954102
	Iteration 57Q: 3 clusters Score -903863.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -903871.000000 Penalty: 4360.954102
	Iteration 58Q: 3 clusters Score -903871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -903875.562500 Penalty: 4360.954102
	Iteration 59Q: 3 clusters Score -903875.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -903876.750000 Penalty: 4360.954102
	Iteration 60F: 3 clusters Score -903876.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -903879.937500 Penalty: 4360.954102
	Iteration 61Q: 3 clusters Score -903879.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -903884.250000 Penalty: 4360.954102
	Iteration 62Q: 3 clusters Score -903884.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -903886.312500 Penalty: 4360.954102
	Iteration 63Q: 3 clusters Score -903886.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -903890.875000 Penalty: 4360.954102
	Iteration 64Q: 3 clusters Score -903890.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -903894.062500 Penalty: 4360.954102
	Iteration 65Q: 3 clusters Score -903894.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -903898.250000 Penalty: 4360.954102
	Iteration 66Q: 3 clusters Score -903898.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -903900.062500 Penalty: 4360.954102
	Iteration 67Q: 3 clusters Score -903900.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -903901.875000 Penalty: 4360.954102
	Iteration 68Q: 3 clusters Score -903901.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -903906.437500 Penalty: 4360.954102
	Iteration 69Q: 3 clusters Score -903906.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -903907.187500 Penalty: 4360.954102
	Iteration 70Q: 3 clusters Score -903907.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -903908.625000 Penalty: 4360.954102
	Iteration 71Q: 3 clusters Score -903908.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -903908.875000 Penalty: 4360.954102
	Iteration 72Q: 3 clusters Score -903908.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -903909.625000 Penalty: 4360.954102
	Iteration 73Q: 3 clusters Score -903909.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -903913.000000 Penalty: 4360.954102
	Iteration 74Q: 3 clusters Score -903913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -903913.500000 Penalty: 4360.954102
	Iteration 75Q: 3 clusters Score -903913.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -903917.687500 Penalty: 4360.954102
	Iteration 76Q: 3 clusters Score -903917.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -903919.187500 Penalty: 4360.954102
	Iteration 77Q: 3 clusters Score -903919.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -903920.375000 Penalty: 4360.954102
	Iteration 78Q: 3 clusters Score -903920.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -903920.375000 Penalty: 4360.954102
	Iteration 79F: 3 clusters Score -903920.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Entering Unmasked Estep 
Score: -806649.000000 Penalty: 2150.946533
	Iteration 0F: 2 clusters Score -806649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -801568.687500 Penalty: 4301.893066
	Iteration 0F: 3 clusters Score -801568.7 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -802853.687500 Penalty: 4301.893066
	Iteration 1F: 3 clusters Score -802853.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -803217.500000 Penalty: 4301.893066
	Iteration 2F: 3 clusters Score -803217.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -803490.062500 Penalty: 4301.893066
	Iteration 3F: 3 clusters Score -803490.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -803696.812500 Penalty: 4301.893066
	Iteration 4F: 3 clusters Score -803696.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -803888.625000 Penalty: 4301.893066
	Iteration 5Q: 3 clusters Score -803888.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -804126.875000 Penalty: 4301.893066
	Iteration 6Q: 3 clusters Score -804126.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -804378.000000 Penalty: 4301.893066
	Iteration 7Q: 3 clusters Score -804378 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -804645.250000 Penalty: 4301.893066
	Iteration 8Q: 3 clusters Score -804645.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -804926.312500 Penalty: 4301.893066
	Iteration 9Q: 3 clusters Score -804926.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -805171.562500 Penalty: 4301.893066
	Iteration 10Q: 3 clusters Score -805171.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -805338.625000 Penalty: 4301.893066
	Iteration 11Q: 3 clusters Score -805338.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -805467.125000 Penalty: 4301.893066
	Iteration 12Q: 3 clusters Score -805467.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -805538.062500 Penalty: 4301.893066
	Iteration 13Q: 3 clusters Score -805538.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -805570.250000 Penalty: 4301.893066
	Iteration 14Q: 3 clusters Score -805570.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -805587.062500 Penalty: 4301.893066
	Iteration 15Q: 3 clusters Score -805587.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -805591.250000 Penalty: 4301.893066
	Iteration 16Q: 3 clusters Score -805591.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -805594.750000 Penalty: 4301.893066
	Iteration 17Q: 3 clusters Score -805594.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -805596.437500 Penalty: 4301.893066
	Iteration 18Q: 3 clusters Score -805596.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -805595.875000 Penalty: 4301.893066
	Iteration 19Q: 3 clusters Score -805595.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -805595.625000 Penalty: 4301.893066
	Iteration 20F: 3 clusters Score -805595.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -805596.937500 Penalty: 4301.893066
	Iteration 21Q: 3 clusters Score -805596.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -805596.375000 Penalty: 4301.893066
	Iteration 22Q: 3 clusters Score -805596.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -805595.812500 Penalty: 4301.893066
	Iteration 23Q: 3 clusters Score -805595.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -805595.375000 Penalty: 4301.893066
	Iteration 24Q: 3 clusters Score -805595.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -805596.062500 Penalty: 4301.893066
	Iteration 25Q: 3 clusters Score -805596.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -805596.062500 Penalty: 4301.893066
	Iteration 26F: 3 clusters Score -805596.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Entering Unmasked Estep 
Score: -2106215.250000 Penalty: 2392.354980
	Iteration 0F: 2 clusters Score -2106215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2095017.750000 Penalty: 4784.709961
	Iteration 0F: 3 clusters Score -2095018 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2098625.750000 Penalty: 4784.709961
	Iteration 1F: 3 clusters Score -2098626 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2099111.500000 Penalty: 4784.709961
	Iteration 2F: 3 clusters Score -2099112 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2099575.000000 Penalty: 4784.709961
	Iteration 3F: 3 clusters Score -2099575 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2100044.750000 Penalty: 4784.709961
	Iteration 4F: 3 clusters Score -2100045 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2100527.750000 Penalty: 4784.709961
	Iteration 5F: 3 clusters Score -2100528 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2101007.250000 Penalty: 4784.709961
	Iteration 6F: 3 clusters Score -2101007 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2101512.000000 Penalty: 4784.709961
	Iteration 7F: 3 clusters Score -2101512 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2102058.750000 Penalty: 4784.709961
	Iteration 8F: 3 clusters Score -2102059 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2102559.000000 Penalty: 4784.709961
	Iteration 9F: 3 clusters Score -2102559 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2102902.750000 Penalty: 4784.709961
	Iteration 10Q: 3 clusters Score -2102903 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2103142.250000 Penalty: 4784.709961
	Iteration 11Q: 3 clusters Score -2103142 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2103310.250000 Penalty: 4784.709961
	Iteration 12Q: 3 clusters Score -2103310 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2103428.500000 Penalty: 4784.709961
	Iteration 13Q: 3 clusters Score -2103428 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2103537.250000 Penalty: 4784.709961
	Iteration 14Q: 3 clusters Score -2103537 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2103709.000000 Penalty: 4784.709961
	Iteration 15Q: 3 clusters Score -2103709 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2103911.750000 Penalty: 4784.709961
	Iteration 16Q: 3 clusters Score -2103912 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2104107.250000 Penalty: 4784.709961
	Iteration 17Q: 3 clusters Score -2104107 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2104236.500000 Penalty: 4784.709961
	Iteration 18Q: 3 clusters Score -2104236 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2104313.750000 Penalty: 4784.709961
	Iteration 19Q: 3 clusters Score -2104314 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2104369.250000 Penalty: 4784.709961
	Iteration 20F: 3 clusters Score -2104369 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2104408.250000 Penalty: 4784.709961
	Iteration 21Q: 3 clusters Score -2104408 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2104437.750000 Penalty: 4784.709961
	Iteration 22Q: 3 clusters Score -2104438 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2104464.000000 Penalty: 4784.709961
	Iteration 23Q: 3 clusters Score -2104464 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2104483.500000 Penalty: 4784.709961
	Iteration 24Q: 3 clusters Score -2104484 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2104503.000000 Penalty: 4784.709961
	Iteration 25Q: 3 clusters Score -2104503 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2104515.750000 Penalty: 4784.709961
	Iteration 26Q: 3 clusters Score -2104516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2104524.500000 Penalty: 4784.709961
	Iteration 27Q: 3 clusters Score -2104524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2104525.000000 Penalty: 4784.709961
	Iteration 28Q: 3 clusters Score -2104525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2104526.750000 Penalty: 4784.709961
	Iteration 29Q: 3 clusters Score -2104527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2104539.500000 Penalty: 4784.709961
	Iteration 30Q: 3 clusters Score -2104540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2104546.250000 Penalty: 4784.709961
	Iteration 31Q: 3 clusters Score -2104546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2104547.250000 Penalty: 4784.709961
	Iteration 32Q: 3 clusters Score -2104547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2104551.250000 Penalty: 4784.709961
	Iteration 33Q: 3 clusters Score -2104551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2104547.500000 Penalty: 4784.709961
	Iteration 34Q: 3 clusters Score -2104548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2104547.000000 Penalty: 4784.709961
	Iteration 35Q: 3 clusters Score -2104547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2104546.500000 Penalty: 4784.709961
	Iteration 36Q: 3 clusters Score -2104546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2104548.000000 Penalty: 4784.709961
	Iteration 37Q: 3 clusters Score -2104548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2104547.000000 Penalty: 4784.709961
	Iteration 38Q: 3 clusters Score -2104547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2104547.000000 Penalty: 4784.709961
	Iteration 39F: 3 clusters Score -2104547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (64971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64971 members 
Entering Unmasked Estep 
Score: -9098590.000000 Penalty: 2748.260742
	Iteration 0F: 2 clusters Score -9098590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -9054755.000000 Penalty: 5496.521484
	Iteration 0F: 3 clusters Score -9054755 nChanged 30361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -9072553.000000 Penalty: 5496.521484
	Iteration 1F: 3 clusters Score -9072553 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -9073369.000000 Penalty: 5496.521484
	Iteration 2Q: 3 clusters Score -9073369 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -9074292.000000 Penalty: 5496.521484
	Iteration 3Q: 3 clusters Score -9074292 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -9075267.000000 Penalty: 5496.521484
	Iteration 4Q: 3 clusters Score -9075267 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -9076303.000000 Penalty: 5496.521484
	Iteration 5Q: 3 clusters Score -9076303 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -9077165.000000 Penalty: 5496.521484
	Iteration 6Q: 3 clusters Score -9077165 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -9078140.000000 Penalty: 5496.521484
	Iteration 7Q: 3 clusters Score -9078140 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -9079122.000000 Penalty: 5496.521484
	Iteration 8Q: 3 clusters Score -9079122 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -9080233.000000 Penalty: 5496.521484
	Iteration 9Q: 3 clusters Score -9080233 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -9081428.000000 Penalty: 5496.521484
	Iteration 10Q: 3 clusters Score -9081428 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 47072 members 
Entering Unmasked Estep 
Score: -9082737.000000 Penalty: 5496.521484
	Iteration 11Q: 3 clusters Score -9082737 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -9084466.000000 Penalty: 5496.521484
	Iteration 12Q: 3 clusters Score -9084466 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 53503 members 
Entering Unmasked Estep 
Score: -9086779.000000 Penalty: 5496.521484
	Iteration 13F: 3 clusters Score -9086779 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 56809 members 
Entering Unmasked Estep 
Score: -9089277.000000 Penalty: 5496.521484
	Iteration 14F: 3 clusters Score -9089277 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 59772 members 
Entering Unmasked Estep 
Score: -9091785.000000 Penalty: 5496.521484
	Iteration 15Q: 3 clusters Score -9091785 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 61979 members 
Entering Unmasked Estep 
Score: -9093706.000000 Penalty: 5496.521484
	Iteration 16Q: 3 clusters Score -9093706 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -9094967.000000 Penalty: 5496.521484
	Iteration 17Q: 3 clusters Score -9094967 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 64024 members 
Entering Unmasked Estep 
Score: -9095573.000000 Penalty: 5496.521484
	Iteration 18Q: 3 clusters Score -9095573 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 64314 members 
Entering Unmasked Estep 
Score: -9095884.000000 Penalty: 5496.521484
	Iteration 19Q: 3 clusters Score -9095884 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 64453 members 
Entering Unmasked Estep 
Score: -9096053.000000 Penalty: 5496.521484
	Iteration 20F: 3 clusters Score -9096053 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 64496 members 
Entering Unmasked Estep 
Score: -9096156.000000 Penalty: 5496.521484
	Iteration 21Q: 3 clusters Score -9096156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 64527 members 
Entering Unmasked Estep 
Score: -9096185.000000 Penalty: 5496.521484
	Iteration 22Q: 3 clusters Score -9096185 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 64543 members 
Entering Unmasked Estep 
Score: -9096229.000000 Penalty: 5496.521484
	Iteration 23Q: 3 clusters Score -9096229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 64556 members 
Entering Unmasked Estep 
Score: -9096247.000000 Penalty: 5496.521484
	Iteration 24Q: 3 clusters Score -9096247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 64564 members 
Entering Unmasked Estep 
Score: -9096284.000000 Penalty: 5496.521484
	Iteration 25Q: 3 clusters Score -9096284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -9096295.000000 Penalty: 5496.521484
	Iteration 26Q: 3 clusters Score -9096295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 64570 members 
Entering Unmasked Estep 
Score: -9096304.000000 Penalty: 5496.521484
	Iteration 27Q: 3 clusters Score -9096304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 64573 members 
Entering Unmasked Estep 
Score: -9096310.000000 Penalty: 5496.521484
	Iteration 28Q: 3 clusters Score -9096310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 64573 members 
Entering Unmasked Estep 
Score: -9096314.000000 Penalty: 5496.521484
	Iteration 29Q: 3 clusters Score -9096314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 64573 members 
Entering Unmasked Estep 
Score: -9096324.000000 Penalty: 5496.521484
	Iteration 30Q: 3 clusters Score -9096324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 64568 members 
Entering Unmasked Estep 
Score: -9096333.000000 Penalty: 5496.521484
	Iteration 31Q: 3 clusters Score -9096333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 64568 members 
Entering Unmasked Estep 
Score: -9096341.000000 Penalty: 5496.521484
	Iteration 32Q: 3 clusters Score -9096341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 64570 members 
Entering Unmasked Estep 
Score: -9096341.000000 Penalty: 5496.521484
	Iteration 33Q: 3 clusters Score -9096341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 64573 members 
Entering Unmasked Estep 
Score: -9096350.000000 Penalty: 5496.521484
	Iteration 34Q: 3 clusters Score -9096350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 64575 members 
Entering Unmasked Estep 
Score: -9096354.000000 Penalty: 5496.521484
	Iteration 35Q: 3 clusters Score -9096354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 64576 members 
Entering Unmasked Estep 
Score: -9096357.000000 Penalty: 5496.521484
	Iteration 36Q: 3 clusters Score -9096357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 64579 members 
Entering Unmasked Estep 
Score: -9096351.000000 Penalty: 5496.521484
	Iteration 37Q: 3 clusters Score -9096351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 64582 members 
Entering Unmasked Estep 
Score: -9096355.000000 Penalty: 5496.521484
	Iteration 38Q: 3 clusters Score -9096355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -9096350.000000 Penalty: 5496.521484
	Iteration 39Q: 3 clusters Score -9096350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 64585 members 
Entering Unmasked Estep 
Score: -9096359.000000 Penalty: 5496.521484
	Iteration 40F: 3 clusters Score -9096359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 64587 members 
Entering Unmasked Estep 
Score: -9096359.000000 Penalty: 5496.521484
	Iteration 41Q: 3 clusters Score -9096359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 64592 members 
Entering Unmasked Estep 
Score: -9096362.000000 Penalty: 5496.521484
	Iteration 42Q: 3 clusters Score -9096362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -9096365.000000 Penalty: 5496.521484
	Iteration 43Q: 3 clusters Score -9096365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -9096368.000000 Penalty: 5496.521484
	Iteration 44Q: 3 clusters Score -9096368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -9096368.000000 Penalty: 5496.521484
	Iteration 45F: 3 clusters Score -9096368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -189172.531250 Penalty: 1794.612183
	Iteration 0F: 2 clusters Score -189172.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -186963.578125 Penalty: 3589.224365
	Iteration 0F: 3 clusters Score -186963.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -187482.140625 Penalty: 3589.224365
	Iteration 1F: 3 clusters Score -187482.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -187824.625000 Penalty: 3589.224365
	Iteration 2F: 3 clusters Score -187824.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -187969.718750 Penalty: 3589.224365
	Iteration 3F: 3 clusters Score -187969.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -188056.343750 Penalty: 3589.224365
	Iteration 4Q: 3 clusters Score -188056.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -188134.968750 Penalty: 3589.224365
	Iteration 5Q: 3 clusters Score -188135 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -188173.203125 Penalty: 3589.224365
	Iteration 6Q: 3 clusters Score -188173.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -188196.218750 Penalty: 3589.224365
	Iteration 7Q: 3 clusters Score -188196.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -188218.218750 Penalty: 3589.224365
	Iteration 8Q: 3 clusters Score -188218.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -188242.125000 Penalty: 3589.224365
	Iteration 9Q: 3 clusters Score -188242.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -188266.078125 Penalty: 3589.224365
	Iteration 10Q: 3 clusters Score -188266.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -188278.734375 Penalty: 3589.224365
	Iteration 11Q: 3 clusters Score -188278.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -188284.640625 Penalty: 3589.224365
	Iteration 12Q: 3 clusters Score -188284.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -188293.953125 Penalty: 3589.224365
	Iteration 13Q: 3 clusters Score -188294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -188299.296875 Penalty: 3589.224365
	Iteration 14Q: 3 clusters Score -188299.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -188301.390625 Penalty: 3589.224365
	Iteration 15Q: 3 clusters Score -188301.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -188301.875000 Penalty: 3589.224365
	Iteration 16Q: 3 clusters Score -188301.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -188302.296875 Penalty: 3589.224365
	Iteration 17Q: 3 clusters Score -188302.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -188302.296875 Penalty: 3589.224365
	Iteration 18F: 3 clusters Score -188302.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -1367051.625000 Penalty: 2283.742432
	Iteration 0F: 2 clusters Score -1367052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1359315.625000 Penalty: 4567.484863
	Iteration 0F: 3 clusters Score -1359316 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1361588.500000 Penalty: 4567.484863
	Iteration 1F: 3 clusters Score -1361588 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1361926.625000 Penalty: 4567.484863
	Iteration 2F: 3 clusters Score -1361927 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1362158.000000 Penalty: 4567.484863
	Iteration 3F: 3 clusters Score -1362158 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1362331.250000 Penalty: 4567.484863
	Iteration 4Q: 3 clusters Score -1362331 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1362488.875000 Penalty: 4567.484863
	Iteration 5Q: 3 clusters Score -1362489 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1362628.375000 Penalty: 4567.484863
	Iteration 6Q: 3 clusters Score -1362628 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1362807.250000 Penalty: 4567.484863
	Iteration 7Q: 3 clusters Score -1362807 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1363041.625000 Penalty: 4567.484863
	Iteration 8Q: 3 clusters Score -1363042 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1363311.000000 Penalty: 4567.484863
	Iteration 9Q: 3 clusters Score -1363311 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1363577.375000 Penalty: 4567.484863
	Iteration 10Q: 3 clusters Score -1363577 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1363823.750000 Penalty: 4567.484863
	Iteration 11Q: 3 clusters Score -1363824 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1364090.625000 Penalty: 4567.484863
	Iteration 12Q: 3 clusters Score -1364091 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1364358.875000 Penalty: 4567.484863
	Iteration 13Q: 3 clusters Score -1364359 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1364599.125000 Penalty: 4567.484863
	Iteration 14Q: 3 clusters Score -1364599 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1364806.500000 Penalty: 4567.484863
	Iteration 15Q: 3 clusters Score -1364806 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1364997.375000 Penalty: 4567.484863
	Iteration 16Q: 3 clusters Score -1364997 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1365188.375000 Penalty: 4567.484863
	Iteration 17Q: 3 clusters Score -1365188 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1365331.375000 Penalty: 4567.484863
	Iteration 18Q: 3 clusters Score -1365331 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1365480.750000 Penalty: 4567.484863
	Iteration 19Q: 3 clusters Score -1365481 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1365649.375000 Penalty: 4567.484863
	Iteration 20F: 3 clusters Score -1365649 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1365828.750000 Penalty: 4567.484863
	Iteration 21Q: 3 clusters Score -1365829 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1366023.750000 Penalty: 4567.484863
	Iteration 22Q: 3 clusters Score -1366024 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1366166.125000 Penalty: 4567.484863
	Iteration 23Q: 3 clusters Score -1366166 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1366264.250000 Penalty: 4567.484863
	Iteration 24Q: 3 clusters Score -1366264 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1366319.500000 Penalty: 4567.484863
	Iteration 25Q: 3 clusters Score -1366320 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1366342.000000 Penalty: 4567.484863
	Iteration 26Q: 3 clusters Score -1366342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1366354.000000 Penalty: 4567.484863
	Iteration 27Q: 3 clusters Score -1366354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1366363.250000 Penalty: 4567.484863
	Iteration 28Q: 3 clusters Score -1366363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1366373.500000 Penalty: 4567.484863
	Iteration 29Q: 3 clusters Score -1366374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1366376.000000 Penalty: 4567.484863
	Iteration 30Q: 3 clusters Score -1366376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1366378.875000 Penalty: 4567.484863
	Iteration 31Q: 3 clusters Score -1366379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1366381.750000 Penalty: 4567.484863
	Iteration 32Q: 3 clusters Score -1366382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1366387.000000 Penalty: 4567.484863
	Iteration 33Q: 3 clusters Score -1366387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1366387.000000 Penalty: 4567.484863
	Iteration 34Q: 3 clusters Score -1366387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1366390.250000 Penalty: 4567.484863
	Iteration 35Q: 3 clusters Score -1366390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1366390.250000 Penalty: 4567.484863
	Iteration 36Q: 3 clusters Score -1366390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1366394.625000 Penalty: 4567.484863
	Iteration 37Q: 3 clusters Score -1366395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1366394.875000 Penalty: 4567.484863
	Iteration 38Q: 3 clusters Score -1366395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1366394.875000 Penalty: 4567.484863
	Iteration 39Q: 3 clusters Score -1366395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1366396.000000 Penalty: 4567.484863
	Iteration 40F: 3 clusters Score -1366396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1366396.875000 Penalty: 4567.484863
	Iteration 41Q: 3 clusters Score -1366397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1366396.500000 Penalty: 4567.484863
	Iteration 42Q: 3 clusters Score -1366396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1366395.250000 Penalty: 4567.484863
	Iteration 43Q: 3 clusters Score -1366395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1366396.250000 Penalty: 4567.484863
	Iteration 44Q: 3 clusters Score -1366396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1366397.750000 Penalty: 4567.484863
	Iteration 45Q: 3 clusters Score -1366398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1366397.750000 Penalty: 4567.484863
	Iteration 46F: 3 clusters Score -1366398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -164671.453125 Penalty: 1770.438965
	Iteration 0F: 2 clusters Score -164671.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -162525.640625 Penalty: 3540.877930
	Iteration 0F: 3 clusters Score -162525.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -162919.656250 Penalty: 3540.877930
	Iteration 1F: 3 clusters Score -162919.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -163054.093750 Penalty: 3540.877930
	Iteration 2F: 3 clusters Score -163054.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -163193.531250 Penalty: 3540.877930
	Iteration 3F: 3 clusters Score -163193.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -163342.640625 Penalty: 3540.877930
	Iteration 4Q: 3 clusters Score -163342.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -163450.234375 Penalty: 3540.877930
	Iteration 5Q: 3 clusters Score -163450.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -163548.234375 Penalty: 3540.877930
	Iteration 6Q: 3 clusters Score -163548.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -163702.828125 Penalty: 3540.877930
	Iteration 7Q: 3 clusters Score -163702.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -164006.093750 Penalty: 3540.877930
	Iteration 8F: 3 clusters Score -164006.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -164186.343750 Penalty: 3540.877930
	Iteration 9Q: 3 clusters Score -164186.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -164269.062500 Penalty: 3540.877930
	Iteration 10Q: 3 clusters Score -164269.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -164313.109375 Penalty: 3540.877930
	Iteration 11Q: 3 clusters Score -164313.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -164347.203125 Penalty: 3540.877930
	Iteration 12Q: 3 clusters Score -164347.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -164368.375000 Penalty: 3540.877930
	Iteration 13Q: 3 clusters Score -164368.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -164383.421875 Penalty: 3540.877930
	Iteration 14Q: 3 clusters Score -164383.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -164398.500000 Penalty: 3540.877930
	Iteration 15Q: 3 clusters Score -164398.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -164404.437500 Penalty: 3540.877930
	Iteration 16Q: 3 clusters Score -164404.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -164411.656250 Penalty: 3540.877930
	Iteration 17Q: 3 clusters Score -164411.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -164416.265625 Penalty: 3540.877930
	Iteration 18Q: 3 clusters Score -164416.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -164420.125000 Penalty: 3540.877930
	Iteration 19Q: 3 clusters Score -164420.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -164427.765625 Penalty: 3540.877930
	Iteration 20F: 3 clusters Score -164427.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -164431.671875 Penalty: 3540.877930
	Iteration 21Q: 3 clusters Score -164431.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -164432.421875 Penalty: 3540.877930
	Iteration 22Q: 3 clusters Score -164432.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -164433.000000 Penalty: 3540.877930
	Iteration 23Q: 3 clusters Score -164433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -164434.750000 Penalty: 3540.877930
	Iteration 24Q: 3 clusters Score -164434.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -164436.187500 Penalty: 3540.877930
	Iteration 25Q: 3 clusters Score -164436.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -164436.531250 Penalty: 3540.877930
	Iteration 26Q: 3 clusters Score -164436.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -164436.531250 Penalty: 3540.877930
	Iteration 27F: 3 clusters Score -164436.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2628 members 
Mstep: Class 3 contains 153287 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44357 members 
Mstep: Class 6 contains 32778 members 
Mstep: Class 7 contains 42481 members 
Mstep: Class 8 contains 17657 members 
Mstep: Class 9 contains 134110 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22552 members 
Mstep: Class 12 contains 47100 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26070 members 
Mstep: Class 15 contains 130059 members 
Mstep: Class 16 contains 7390 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7530 members 
Mstep: Class 19 contains 43520 members 
Mstep: Class 20 contains 125258 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31796 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44052 members 
Mstep: Class 26 contains 6583 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64971 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957120.000000 Penalty: 110053.570312
Iteration 399Q: 33 clusters Score -1.429571e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2628 members 
Mstep: Class 3 contains 153326 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44352 members 
Mstep: Class 6 contains 32780 members 
Mstep: Class 7 contains 42479 members 
Mstep: Class 8 contains 17657 members 
Mstep: Class 9 contains 134103 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22553 members 
Mstep: Class 12 contains 47094 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26069 members 
Mstep: Class 15 contains 130052 members 
Mstep: Class 16 contains 7389 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7529 members 
Mstep: Class 19 contains 43520 members 
Mstep: Class 20 contains 125260 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31795 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44050 members 
Mstep: Class 26 contains 6583 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64960 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957104.000000 Penalty: 110053.570312
Iteration 400F: 33 clusters Score -1.429571e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2628 members 
Mstep: Class 3 contains 153357 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44345 members 
Mstep: Class 6 contains 32784 members 
Mstep: Class 7 contains 42476 members 
Mstep: Class 8 contains 17657 members 
Mstep: Class 9 contains 134088 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22555 members 
Mstep: Class 12 contains 47092 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26069 members 
Mstep: Class 15 contains 130041 members 
Mstep: Class 16 contains 7390 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7529 members 
Mstep: Class 19 contains 43519 members 
Mstep: Class 20 contains 125274 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31792 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44047 members 
Mstep: Class 26 contains 6583 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64954 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957120.000000 Penalty: 110053.570312
Iteration 401Q: 33 clusters Score -1.429571e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2628 members 
Mstep: Class 3 contains 153378 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44340 members 
Mstep: Class 6 contains 32785 members 
Mstep: Class 7 contains 42475 members 
Mstep: Class 8 contains 17657 members 
Mstep: Class 9 contains 134079 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22558 members 
Mstep: Class 12 contains 47089 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26069 members 
Mstep: Class 15 contains 130023 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7528 members 
Mstep: Class 19 contains 43519 members 
Mstep: Class 20 contains 125283 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31794 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44045 members 
Mstep: Class 26 contains 6583 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64956 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957088.000000 Penalty: 110053.570312
Iteration 402Q: 33 clusters Score -1.429571e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2628 members 
Mstep: Class 3 contains 153417 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44338 members 
Mstep: Class 6 contains 32785 members 
Mstep: Class 7 contains 42475 members 
Mstep: Class 8 contains 17657 members 
Mstep: Class 9 contains 134067 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22558 members 
Mstep: Class 12 contains 47087 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26069 members 
Mstep: Class 15 contains 129993 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7527 members 
Mstep: Class 19 contains 43519 members 
Mstep: Class 20 contains 125286 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31797 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44045 members 
Mstep: Class 26 contains 6583 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64956 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957024.000000 Penalty: 110053.570312
Iteration 403Q: 33 clusters Score -1.42957e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2628 members 
Mstep: Class 3 contains 153454 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44336 members 
Mstep: Class 6 contains 32786 members 
Mstep: Class 7 contains 42471 members 
Mstep: Class 8 contains 17657 members 
Mstep: Class 9 contains 134057 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22555 members 
Mstep: Class 12 contains 47085 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26069 members 
Mstep: Class 15 contains 129965 members 
Mstep: Class 16 contains 7393 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7527 members 
Mstep: Class 19 contains 43520 members 
Mstep: Class 20 contains 125296 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31799 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44046 members 
Mstep: Class 26 contains 6583 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64952 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957088.000000 Penalty: 110053.570312
Iteration 404Q: 33 clusters Score -1.429571e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2628 members 
Mstep: Class 3 contains 153493 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44330 members 
Mstep: Class 6 contains 32783 members 
Mstep: Class 7 contains 42467 members 
Mstep: Class 8 contains 17658 members 
Mstep: Class 9 contains 134049 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22553 members 
Mstep: Class 12 contains 47083 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26069 members 
Mstep: Class 15 contains 129955 members 
Mstep: Class 16 contains 7395 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7527 members 
Mstep: Class 19 contains 43521 members 
Mstep: Class 20 contains 125297 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31800 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44045 members 
Mstep: Class 26 contains 6583 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64943 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957024.000000 Penalty: 110053.570312
Iteration 405Q: 33 clusters Score -1.42957e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2628 members 
Mstep: Class 3 contains 153532 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44320 members 
Mstep: Class 6 contains 32781 members 
Mstep: Class 7 contains 42466 members 
Mstep: Class 8 contains 17657 members 
Mstep: Class 9 contains 134041 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22551 members 
Mstep: Class 12 contains 47077 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26069 members 
Mstep: Class 15 contains 129955 members 
Mstep: Class 16 contains 7395 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 43523 members 
Mstep: Class 20 contains 125297 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31797 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44045 members 
Mstep: Class 26 contains 6583 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64937 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956928.000000 Penalty: 110053.570312
Iteration 406Q: 33 clusters Score -1.429569e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2628 members 
Mstep: Class 3 contains 153571 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44308 members 
Mstep: Class 6 contains 32782 members 
Mstep: Class 7 contains 42464 members 
Mstep: Class 8 contains 17659 members 
Mstep: Class 9 contains 134030 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22550 members 
Mstep: Class 12 contains 47074 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26069 members 
Mstep: Class 15 contains 129949 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7528 members 
Mstep: Class 19 contains 43523 members 
Mstep: Class 20 contains 125293 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31796 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44047 members 
Mstep: Class 26 contains 6583 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64930 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956976.000000 Penalty: 110053.570312
Iteration 407Q: 33 clusters Score -1.42957e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 153600 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44308 members 
Mstep: Class 6 contains 32787 members 
Mstep: Class 7 contains 42462 members 
Mstep: Class 8 contains 17658 members 
Mstep: Class 9 contains 134028 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22548 members 
Mstep: Class 12 contains 47073 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26069 members 
Mstep: Class 15 contains 129930 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7528 members 
Mstep: Class 19 contains 43523 members 
Mstep: Class 20 contains 125290 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31796 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44046 members 
Mstep: Class 26 contains 6583 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64926 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9984 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956880.000000 Penalty: 110053.570312
Iteration 408Q: 33 clusters Score -1.429569e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 153624 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44306 members 
Mstep: Class 6 contains 32789 members 
Mstep: Class 7 contains 42462 members 
Mstep: Class 8 contains 17658 members 
Mstep: Class 9 contains 134028 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22547 members 
Mstep: Class 12 contains 47071 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26069 members 
Mstep: Class 15 contains 129916 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7528 members 
Mstep: Class 19 contains 43523 members 
Mstep: Class 20 contains 125291 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31793 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44045 members 
Mstep: Class 26 contains 6583 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64922 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9984 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956800.000000 Penalty: 110053.570312
Iteration 409Q: 33 clusters Score -1.429568e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 153651 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44301 members 
Mstep: Class 6 contains 32791 members 
Mstep: Class 7 contains 42459 members 
Mstep: Class 8 contains 17658 members 
Mstep: Class 9 contains 134023 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22547 members 
Mstep: Class 12 contains 47071 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26069 members 
Mstep: Class 15 contains 129913 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7528 members 
Mstep: Class 19 contains 43523 members 
Mstep: Class 20 contains 125294 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31789 members 
Mstep: Class 23 contains 5931 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44043 members 
Mstep: Class 26 contains 6583 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64913 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9984 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956736.000000 Penalty: 110053.570312
Iteration 410Q: 33 clusters Score -1.429567e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 153672 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44299 members 
Mstep: Class 6 contains 32788 members 
Mstep: Class 7 contains 42460 members 
Mstep: Class 8 contains 17658 members 
Mstep: Class 9 contains 134026 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22548 members 
Mstep: Class 12 contains 47066 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26069 members 
Mstep: Class 15 contains 129900 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7529 members 
Mstep: Class 19 contains 43524 members 
Mstep: Class 20 contains 125298 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31787 members 
Mstep: Class 23 contains 5931 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44043 members 
Mstep: Class 26 contains 6583 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64906 members 
Mstep: Class 30 contains 1387 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956752.000000 Penalty: 110053.570312
Iteration 411Q: 33 clusters Score -1.429568e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 153686 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44298 members 
Mstep: Class 6 contains 32786 members 
Mstep: Class 7 contains 42460 members 
Mstep: Class 8 contains 17658 members 
Mstep: Class 9 contains 134036 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22548 members 
Mstep: Class 12 contains 47064 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26069 members 
Mstep: Class 15 contains 129895 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7529 members 
Mstep: Class 19 contains 43525 members 
Mstep: Class 20 contains 125291 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31784 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44041 members 
Mstep: Class 26 contains 6583 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64902 members 
Mstep: Class 30 contains 1387 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956768.000000 Penalty: 110053.570312
Iteration 412Q: 33 clusters Score -1.429568e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 153699 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44298 members 
Mstep: Class 6 contains 32784 members 
Mstep: Class 7 contains 42460 members 
Mstep: Class 8 contains 17660 members 
Mstep: Class 9 contains 134038 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22547 members 
Mstep: Class 12 contains 47065 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26069 members 
Mstep: Class 15 contains 129890 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7529 members 
Mstep: Class 19 contains 43527 members 
Mstep: Class 20 contains 125293 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31786 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44037 members 
Mstep: Class 26 contains 6583 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64890 members 
Mstep: Class 30 contains 1387 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956784.000000 Penalty: 110053.570312
Iteration 413Q: 33 clusters Score -1.429568e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 153707 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44300 members 
Mstep: Class 6 contains 32779 members 
Mstep: Class 7 contains 42460 members 
Mstep: Class 8 contains 17662 members 
Mstep: Class 9 contains 134038 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22548 members 
Mstep: Class 12 contains 47062 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26070 members 
Mstep: Class 15 contains 129884 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7529 members 
Mstep: Class 19 contains 43529 members 
Mstep: Class 20 contains 125299 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31788 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44031 members 
Mstep: Class 26 contains 6583 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64886 members 
Mstep: Class 30 contains 1387 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956848.000000 Penalty: 110053.570312
Iteration 414Q: 33 clusters Score -1.429568e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 153716 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44301 members 
Mstep: Class 6 contains 32775 members 
Mstep: Class 7 contains 42462 members 
Mstep: Class 8 contains 17662 members 
Mstep: Class 9 contains 134033 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22547 members 
Mstep: Class 12 contains 47060 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26072 members 
Mstep: Class 15 contains 129881 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7529 members 
Mstep: Class 19 contains 43529 members 
Mstep: Class 20 contains 125307 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31789 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44028 members 
Mstep: Class 26 contains 6583 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64880 members 
Mstep: Class 30 contains 1387 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956784.000000 Penalty: 110053.570312
Iteration 415Q: 33 clusters Score -1.429568e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 153740 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44296 members 
Mstep: Class 6 contains 32776 members 
Mstep: Class 7 contains 42460 members 
Mstep: Class 8 contains 17663 members 
Mstep: Class 9 contains 134024 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22547 members 
Mstep: Class 12 contains 47057 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26073 members 
Mstep: Class 15 contains 129878 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7529 members 
Mstep: Class 19 contains 43528 members 
Mstep: Class 20 contains 125311 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31787 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44026 members 
Mstep: Class 26 contains 6584 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64875 members 
Mstep: Class 30 contains 1387 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956848.000000 Penalty: 110053.570312
Iteration 416Q: 33 clusters Score -1.429568e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 153752 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44293 members 
Mstep: Class 6 contains 32776 members 
Mstep: Class 7 contains 42462 members 
Mstep: Class 8 contains 17664 members 
Mstep: Class 9 contains 134015 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22546 members 
Mstep: Class 12 contains 47053 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26074 members 
Mstep: Class 15 contains 129879 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7529 members 
Mstep: Class 19 contains 43527 members 
Mstep: Class 20 contains 125317 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31786 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44026 members 
Mstep: Class 26 contains 6585 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64870 members 
Mstep: Class 30 contains 1387 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956816.000000 Penalty: 110053.570312
Iteration 417Q: 33 clusters Score -1.429568e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 153770 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44288 members 
Mstep: Class 6 contains 32775 members 
Mstep: Class 7 contains 42463 members 
Mstep: Class 8 contains 17663 members 
Mstep: Class 9 contains 134010 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22547 members 
Mstep: Class 12 contains 47052 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26074 members 
Mstep: Class 15 contains 129884 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7527 members 
Mstep: Class 19 contains 43526 members 
Mstep: Class 20 contains 125316 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31784 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44021 members 
Mstep: Class 26 contains 6587 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64866 members 
Mstep: Class 30 contains 1387 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956784.000000 Penalty: 110053.570312
Iteration 418Q: 33 clusters Score -1.429568e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 153798 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44280 members 
Mstep: Class 6 contains 32773 members 
Mstep: Class 7 contains 42460 members 
Mstep: Class 8 contains 17664 members 
Mstep: Class 9 contains 133998 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 22545 members 
Mstep: Class 12 contains 47052 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26075 members 
Mstep: Class 15 contains 129889 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 43525 members 
Mstep: Class 20 contains 125317 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31785 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44020 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64858 members 
Mstep: Class 30 contains 1387 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956784.000000 Penalty: 110053.570312
Iteration 419Q: 33 clusters Score -1.429568e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 153830 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44275 members 
Mstep: Class 6 contains 32773 members 
Mstep: Class 7 contains 42455 members 
Mstep: Class 8 contains 17664 members 
Mstep: Class 9 contains 133988 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 22547 members 
Mstep: Class 12 contains 47051 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26075 members 
Mstep: Class 15 contains 129885 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 43527 members 
Mstep: Class 20 contains 125313 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31784 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44021 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64851 members 
Mstep: Class 30 contains 1387 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956752.000000 Penalty: 110053.570312
Iteration 420F: 33 clusters Score -1.429568e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 153851 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44268 members 
Mstep: Class 6 contains 32774 members 
Mstep: Class 7 contains 42452 members 
Mstep: Class 8 contains 17664 members 
Mstep: Class 9 contains 133986 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 22550 members 
Mstep: Class 12 contains 47050 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26076 members 
Mstep: Class 15 contains 129881 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 43530 members 
Mstep: Class 20 contains 125312 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31782 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44022 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64840 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956816.000000 Penalty: 110053.570312
Iteration 421Q: 33 clusters Score -1.429568e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 153883 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44260 members 
Mstep: Class 6 contains 32770 members 
Mstep: Class 7 contains 42453 members 
Mstep: Class 8 contains 17665 members 
Mstep: Class 9 contains 133978 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 22550 members 
Mstep: Class 12 contains 47046 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26076 members 
Mstep: Class 15 contains 129875 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 43531 members 
Mstep: Class 20 contains 125312 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31782 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44022 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64835 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956816.000000 Penalty: 110053.570312
Iteration 422Q: 33 clusters Score -1.429568e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 153906 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44255 members 
Mstep: Class 6 contains 32770 members 
Mstep: Class 7 contains 42453 members 
Mstep: Class 8 contains 17667 members 
Mstep: Class 9 contains 133964 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 22549 members 
Mstep: Class 12 contains 47042 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26076 members 
Mstep: Class 15 contains 129876 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 43530 members 
Mstep: Class 20 contains 125315 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31784 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44024 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64827 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956736.000000 Penalty: 110053.570312
Iteration 423Q: 33 clusters Score -1.429567e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 153939 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44251 members 
Mstep: Class 6 contains 32770 members 
Mstep: Class 7 contains 42454 members 
Mstep: Class 8 contains 17669 members 
Mstep: Class 9 contains 133950 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 22548 members 
Mstep: Class 12 contains 47037 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26076 members 
Mstep: Class 15 contains 129871 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43531 members 
Mstep: Class 20 contains 125317 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31783 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44024 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64819 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956752.000000 Penalty: 110053.570312
Iteration 424Q: 33 clusters Score -1.429568e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 153991 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44248 members 
Mstep: Class 6 contains 32772 members 
Mstep: Class 7 contains 42455 members 
Mstep: Class 8 contains 17669 members 
Mstep: Class 9 contains 133933 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 22549 members 
Mstep: Class 12 contains 47035 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26076 members 
Mstep: Class 15 contains 129839 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43533 members 
Mstep: Class 20 contains 125319 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31781 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44028 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64811 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956768.000000 Penalty: 110053.570312
Iteration 425Q: 33 clusters Score -1.429568e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 154035 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44243 members 
Mstep: Class 6 contains 32771 members 
Mstep: Class 7 contains 42456 members 
Mstep: Class 8 contains 17669 members 
Mstep: Class 9 contains 133917 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 22546 members 
Mstep: Class 12 contains 47035 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26076 members 
Mstep: Class 15 contains 129816 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43536 members 
Mstep: Class 20 contains 125319 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31782 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44033 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64804 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956944.000000 Penalty: 110053.570312
Iteration 426Q: 33 clusters Score -1.429569e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 154084 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44240 members 
Mstep: Class 6 contains 32770 members 
Mstep: Class 7 contains 42456 members 
Mstep: Class 8 contains 17669 members 
Mstep: Class 9 contains 133886 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 22547 members 
Mstep: Class 12 contains 47039 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26076 members 
Mstep: Class 15 contains 129791 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 43537 members 
Mstep: Class 20 contains 125329 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31785 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44032 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64796 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956864.000000 Penalty: 110053.570312
Iteration 427Q: 33 clusters Score -1.429569e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 154134 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44236 members 
Mstep: Class 6 contains 32768 members 
Mstep: Class 7 contains 42456 members 
Mstep: Class 8 contains 17668 members 
Mstep: Class 9 contains 133865 members 
Mstep: Class 10 contains 8492 members 
Mstep: Class 11 contains 22545 members 
Mstep: Class 12 contains 47035 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26077 members 
Mstep: Class 15 contains 129783 members 
Mstep: Class 16 contains 7395 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 43539 members 
Mstep: Class 20 contains 125327 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31786 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44032 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64788 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956848.000000 Penalty: 110053.570312
Iteration 428Q: 33 clusters Score -1.429568e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 154180 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44227 members 
Mstep: Class 6 contains 32768 members 
Mstep: Class 7 contains 42458 members 
Mstep: Class 8 contains 17668 members 
Mstep: Class 9 contains 133845 members 
Mstep: Class 10 contains 8492 members 
Mstep: Class 11 contains 22546 members 
Mstep: Class 12 contains 47031 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26078 members 
Mstep: Class 15 contains 129760 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 43541 members 
Mstep: Class 20 contains 125338 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31788 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44031 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64779 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956688.000000 Penalty: 110053.570312
Iteration 429Q: 33 clusters Score -1.429567e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 154226 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44219 members 
Mstep: Class 6 contains 32766 members 
Mstep: Class 7 contains 42456 members 
Mstep: Class 8 contains 17669 members 
Mstep: Class 9 contains 133820 members 
Mstep: Class 10 contains 8492 members 
Mstep: Class 11 contains 22546 members 
Mstep: Class 12 contains 47028 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26079 members 
Mstep: Class 15 contains 129755 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 43543 members 
Mstep: Class 20 contains 125338 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31790 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44031 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64771 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956688.000000 Penalty: 110053.570312
Iteration 430Q: 33 clusters Score -1.429567e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 154283 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44214 members 
Mstep: Class 6 contains 32764 members 
Mstep: Class 7 contains 42454 members 
Mstep: Class 8 contains 17669 members 
Mstep: Class 9 contains 133791 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22548 members 
Mstep: Class 12 contains 47025 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26079 members 
Mstep: Class 15 contains 129741 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 7528 members 
Mstep: Class 19 contains 43541 members 
Mstep: Class 20 contains 125342 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31793 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44029 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64764 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956768.000000 Penalty: 110053.570312
Iteration 431Q: 33 clusters Score -1.429568e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 154328 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44203 members 
Mstep: Class 6 contains 32761 members 
Mstep: Class 7 contains 42454 members 
Mstep: Class 8 contains 17669 members 
Mstep: Class 9 contains 133770 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22547 members 
Mstep: Class 12 contains 47021 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26079 members 
Mstep: Class 15 contains 129734 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 7529 members 
Mstep: Class 19 contains 43541 members 
Mstep: Class 20 contains 125352 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31793 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44025 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64759 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956768.000000 Penalty: 110053.570312
Iteration 432Q: 33 clusters Score -1.429568e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 154378 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44193 members 
Mstep: Class 6 contains 32757 members 
Mstep: Class 7 contains 42451 members 
Mstep: Class 8 contains 17668 members 
Mstep: Class 9 contains 133754 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22547 members 
Mstep: Class 12 contains 47020 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26080 members 
Mstep: Class 15 contains 129721 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 7528 members 
Mstep: Class 19 contains 43541 members 
Mstep: Class 20 contains 125365 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31790 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44022 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64750 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956800.000000 Penalty: 110053.570312
Iteration 433Q: 33 clusters Score -1.429568e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 154438 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44186 members 
Mstep: Class 6 contains 32755 members 
Mstep: Class 7 contains 42449 members 
Mstep: Class 8 contains 17668 members 
Mstep: Class 9 contains 133737 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22549 members 
Mstep: Class 12 contains 47016 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26081 members 
Mstep: Class 15 contains 129698 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 43541 members 
Mstep: Class 20 contains 125370 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31790 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44019 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64741 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956896.000000 Penalty: 110053.570312
Iteration 434Q: 33 clusters Score -1.429569e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 154481 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44182 members 
Mstep: Class 6 contains 32752 members 
Mstep: Class 7 contains 42451 members 
Mstep: Class 8 contains 17671 members 
Mstep: Class 9 contains 133721 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22549 members 
Mstep: Class 12 contains 47011 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26081 members 
Mstep: Class 15 contains 129685 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43542 members 
Mstep: Class 20 contains 125375 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31791 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44011 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64735 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956864.000000 Penalty: 110053.570312
Iteration 435Q: 33 clusters Score -1.429569e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 154518 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44178 members 
Mstep: Class 6 contains 32750 members 
Mstep: Class 7 contains 42453 members 
Mstep: Class 8 contains 17671 members 
Mstep: Class 9 contains 133700 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22548 members 
Mstep: Class 12 contains 47008 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26080 members 
Mstep: Class 15 contains 129687 members 
Mstep: Class 16 contains 7395 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 7524 members 
Mstep: Class 19 contains 43543 members 
Mstep: Class 20 contains 125380 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31790 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44007 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64726 members 
Mstep: Class 30 contains 1390 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956992.000000 Penalty: 110053.570312
Iteration 436Q: 33 clusters Score -1.42957e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 154553 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44173 members 
Mstep: Class 6 contains 32746 members 
Mstep: Class 7 contains 42451 members 
Mstep: Class 8 contains 17671 members 
Mstep: Class 9 contains 133666 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22550 members 
Mstep: Class 12 contains 47003 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26081 members 
Mstep: Class 15 contains 129711 members 
Mstep: Class 16 contains 7395 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43543 members 
Mstep: Class 20 contains 125378 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31789 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 44000 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64722 members 
Mstep: Class 30 contains 1391 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957024.000000 Penalty: 110053.570312
Iteration 437Q: 33 clusters Score -1.42957e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 154576 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44168 members 
Mstep: Class 6 contains 32739 members 
Mstep: Class 7 contains 42452 members 
Mstep: Class 8 contains 17670 members 
Mstep: Class 9 contains 133636 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22552 members 
Mstep: Class 12 contains 47001 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26081 members 
Mstep: Class 15 contains 129728 members 
Mstep: Class 16 contains 7395 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43544 members 
Mstep: Class 20 contains 125383 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31790 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43994 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64723 members 
Mstep: Class 30 contains 1391 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956960.000000 Penalty: 110053.570312
Iteration 438Q: 33 clusters Score -1.42957e+08 nChanged 162
Entering ConstructFrom: 
Score: -142956960.000000 Penalty: 110053.570312
Entering ConstructFrom: 
Trying to split cluster 1 (6022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Entering Unmasked Estep 
Score: -810883.250000 Penalty: 2158.387207
	Iteration 0F: 2 clusters Score -810883.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -805731.687500 Penalty: 4316.774414
	Iteration 0F: 3 clusters Score -805731.7 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -807047.750000 Penalty: 4316.774414
	Iteration 1F: 3 clusters Score -807047.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -807395.125000 Penalty: 4316.774414
	Iteration 2F: 3 clusters Score -807395.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -807792.312500 Penalty: 4316.774414
	Iteration 3F: 3 clusters Score -807792.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -808209.125000 Penalty: 4316.774414
	Iteration 4F: 3 clusters Score -808209.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -808630.812500 Penalty: 4316.774414
	Iteration 5F: 3 clusters Score -808630.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -809066.500000 Penalty: 4316.774414
	Iteration 6F: 3 clusters Score -809066.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -809422.375000 Penalty: 4316.774414
	Iteration 7F: 3 clusters Score -809422.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -809742.312500 Penalty: 4316.774414
	Iteration 8Q: 3 clusters Score -809742.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -810080.062500 Penalty: 4316.774414
	Iteration 9Q: 3 clusters Score -810080.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -810500.687500 Penalty: 4316.774414
	Iteration 10Q: 3 clusters Score -810500.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -811013.687500 Penalty: 4316.774414
	Iteration 11Q: 3 clusters Score -811013.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -811323.875000 Penalty: 4316.774414
	Iteration 12Q: 3 clusters Score -811323.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -811400.625000 Penalty: 4316.774414
	Iteration 13Q: 3 clusters Score -811400.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -811409.875000 Penalty: 4316.774414
	Iteration 14Q: 3 clusters Score -811409.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -811412.187500 Penalty: 4316.774414
	Iteration 15Q: 3 clusters Score -811412.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -811411.312500 Penalty: 4316.774414
	Iteration 16Q: 3 clusters Score -811411.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -811413.812500 Penalty: 4316.774414
	Iteration 17Q: 3 clusters Score -811413.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -811414.687500 Penalty: 4316.774414
	Iteration 18Q: 3 clusters Score -811414.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -811414.687500 Penalty: 4316.774414
	Iteration 19F: 3 clusters Score -811414.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 154616 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44158 members 
Mstep: Class 6 contains 32738 members 
Mstep: Class 7 contains 42450 members 
Mstep: Class 8 contains 17671 members 
Mstep: Class 9 contains 133603 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22550 members 
Mstep: Class 12 contains 46994 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26081 members 
Mstep: Class 15 contains 129755 members 
Mstep: Class 16 contains 7395 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43546 members 
Mstep: Class 20 contains 125378 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31787 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43991 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64719 members 
Mstep: Class 30 contains 1391 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1260 members 
Mstep: Class 33 contains 2129 members 
Entering Unmasked Estep 
Score: -142956096.000000 Penalty: 113492.750000
Splitting cluster 1 changes total score from -142956960.000000 to -142956096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Entering Unmasked Estep 
Score: -346510.281250 Penalty: 1952.840942
	Iteration 0F: 2 clusters Score -346510.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -343531.875000 Penalty: 3905.681885
	Iteration 0F: 3 clusters Score -343531.9 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -344074.656250 Penalty: 3905.681885
	Iteration 1F: 3 clusters Score -344074.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -344209.531250 Penalty: 3905.681885
	Iteration 2F: 3 clusters Score -344209.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -344306.875000 Penalty: 3905.681885
	Iteration 3Q: 3 clusters Score -344306.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -344365.187500 Penalty: 3905.681885
	Iteration 4Q: 3 clusters Score -344365.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -344395.187500 Penalty: 3905.681885
	Iteration 5Q: 3 clusters Score -344395.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -344433.750000 Penalty: 3905.681885
	Iteration 6Q: 3 clusters Score -344433.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -344473.593750 Penalty: 3905.681885
	Iteration 7Q: 3 clusters Score -344473.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -344500.312500 Penalty: 3905.681885
	Iteration 8Q: 3 clusters Score -344500.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -344522.406250 Penalty: 3905.681885
	Iteration 9Q: 3 clusters Score -344522.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -344541.187500 Penalty: 3905.681885
	Iteration 10Q: 3 clusters Score -344541.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -344560.437500 Penalty: 3905.681885
	Iteration 11Q: 3 clusters Score -344560.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -344575.781250 Penalty: 3905.681885
	Iteration 12Q: 3 clusters Score -344575.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -344587.281250 Penalty: 3905.681885
	Iteration 13Q: 3 clusters Score -344587.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -344597.843750 Penalty: 3905.681885
	Iteration 14Q: 3 clusters Score -344597.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -344609.812500 Penalty: 3905.681885
	Iteration 15Q: 3 clusters Score -344609.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -344620.843750 Penalty: 3905.681885
	Iteration 16Q: 3 clusters Score -344620.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -344634.187500 Penalty: 3905.681885
	Iteration 17Q: 3 clusters Score -344634.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -344642.093750 Penalty: 3905.681885
	Iteration 18Q: 3 clusters Score -344642.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -344649.062500 Penalty: 3905.681885
	Iteration 19Q: 3 clusters Score -344649.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -344654.687500 Penalty: 3905.681885
	Iteration 20F: 3 clusters Score -344654.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -344662.750000 Penalty: 3905.681885
	Iteration 21Q: 3 clusters Score -344662.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -344669.843750 Penalty: 3905.681885
	Iteration 22Q: 3 clusters Score -344669.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -344676.406250 Penalty: 3905.681885
	Iteration 23Q: 3 clusters Score -344676.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -344684.187500 Penalty: 3905.681885
	Iteration 24Q: 3 clusters Score -344684.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -344688.750000 Penalty: 3905.681885
	Iteration 25Q: 3 clusters Score -344688.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -344696.875000 Penalty: 3905.681885
	Iteration 26Q: 3 clusters Score -344696.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -344707.218750 Penalty: 3905.681885
	Iteration 27Q: 3 clusters Score -344707.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -344714.843750 Penalty: 3905.681885
	Iteration 28Q: 3 clusters Score -344714.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -344723.281250 Penalty: 3905.681885
	Iteration 29Q: 3 clusters Score -344723.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -344732.562500 Penalty: 3905.681885
	Iteration 30Q: 3 clusters Score -344732.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -344742.906250 Penalty: 3905.681885
	Iteration 31Q: 3 clusters Score -344742.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -344753.375000 Penalty: 3905.681885
	Iteration 32Q: 3 clusters Score -344753.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -344760.593750 Penalty: 3905.681885
	Iteration 33Q: 3 clusters Score -344760.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -344767.437500 Penalty: 3905.681885
	Iteration 34Q: 3 clusters Score -344767.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -344771.562500 Penalty: 3905.681885
	Iteration 35Q: 3 clusters Score -344771.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -344774.812500 Penalty: 3905.681885
	Iteration 36Q: 3 clusters Score -344774.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -344777.718750 Penalty: 3905.681885
	Iteration 37Q: 3 clusters Score -344777.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -344779.250000 Penalty: 3905.681885
	Iteration 38Q: 3 clusters Score -344779.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -344780.500000 Penalty: 3905.681885
	Iteration 39Q: 3 clusters Score -344780.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -344781.937500 Penalty: 3905.681885
	Iteration 40F: 3 clusters Score -344781.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -344784.625000 Penalty: 3905.681885
	Iteration 41Q: 3 clusters Score -344784.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -344788.062500 Penalty: 3905.681885
	Iteration 42Q: 3 clusters Score -344788.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -344789.062500 Penalty: 3905.681885
	Iteration 43Q: 3 clusters Score -344789.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -344790.281250 Penalty: 3905.681885
	Iteration 44Q: 3 clusters Score -344790.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -344791.156250 Penalty: 3905.681885
	Iteration 45Q: 3 clusters Score -344791.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -344792.531250 Penalty: 3905.681885
	Iteration 46Q: 3 clusters Score -344792.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -344794.187500 Penalty: 3905.681885
	Iteration 47Q: 3 clusters Score -344794.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -344795.718750 Penalty: 3905.681885
	Iteration 48Q: 3 clusters Score -344795.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -344797.062500 Penalty: 3905.681885
	Iteration 49Q: 3 clusters Score -344797.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -344799.187500 Penalty: 3905.681885
	Iteration 50Q: 3 clusters Score -344799.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -344799.281250 Penalty: 3905.681885
	Iteration 51Q: 3 clusters Score -344799.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -344800.500000 Penalty: 3905.681885
	Iteration 52Q: 3 clusters Score -344800.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -344801.468750 Penalty: 3905.681885
	Iteration 53Q: 3 clusters Score -344801.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -344802.656250 Penalty: 3905.681885
	Iteration 54Q: 3 clusters Score -344802.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -344804.281250 Penalty: 3905.681885
	Iteration 55Q: 3 clusters Score -344804.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -344806.125000 Penalty: 3905.681885
	Iteration 56Q: 3 clusters Score -344806.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -344806.531250 Penalty: 3905.681885
	Iteration 57Q: 3 clusters Score -344806.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -344807.656250 Penalty: 3905.681885
	Iteration 58Q: 3 clusters Score -344807.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -344807.656250 Penalty: 3905.681885
	Iteration 59F: 3 clusters Score -344807.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (154616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154616 members 
Entering Unmasked Estep 
Score: -21480384.000000 Penalty: 2963.277588
	Iteration 0F: 2 clusters Score -2.148038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76920 members 
Mstep: Class 2 contains 77696 members 
Entering Unmasked Estep 
Score: -21381018.000000 Penalty: 5926.555176
	Iteration 0F: 3 clusters Score -2.138102e+07 nChanged 74026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71070 members 
Mstep: Class 2 contains 83546 members 
Entering Unmasked Estep 
Score: -21425330.000000 Penalty: 5926.555176
	Iteration 1F: 3 clusters Score -2.142533e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 87792 members 
Entering Unmasked Estep 
Score: -21428056.000000 Penalty: 5926.555176
	Iteration 2Q: 3 clusters Score -2.142806e+07 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Mstep: Class 2 contains 94241 members 
Entering Unmasked Estep 
Score: -21432918.000000 Penalty: 5926.555176
	Iteration 3F: 3 clusters Score -2.143292e+07 nChanged 11961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 103394 members 
Entering Unmasked Estep 
Score: -21441144.000000 Penalty: 5926.555176
	Iteration 4F: 3 clusters Score -2.144114e+07 nChanged 13467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 114677 members 
Entering Unmasked Estep 
Score: -21452314.000000 Penalty: 5926.555176
	Iteration 5F: 3 clusters Score -2.145231e+07 nChanged 12497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 125968 members 
Entering Unmasked Estep 
Score: -21464436.000000 Penalty: 5926.555176
	Iteration 6F: 3 clusters Score -2.146444e+07 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 134157 members 
Entering Unmasked Estep 
Score: -21472934.000000 Penalty: 5926.555176
	Iteration 7F: 3 clusters Score -2.147293e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 138401 members 
Entering Unmasked Estep 
Score: -21476360.000000 Penalty: 5926.555176
	Iteration 8Q: 3 clusters Score -2.147636e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 140998 members 
Entering Unmasked Estep 
Score: -21477174.000000 Penalty: 5926.555176
	Iteration 9Q: 3 clusters Score -2.147717e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 143030 members 
Entering Unmasked Estep 
Score: -21477522.000000 Penalty: 5926.555176
	Iteration 10Q: 3 clusters Score -2.147752e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 144700 members 
Entering Unmasked Estep 
Score: -21477900.000000 Penalty: 5926.555176
	Iteration 11Q: 3 clusters Score -2.14779e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 146084 members 
Entering Unmasked Estep 
Score: -21478092.000000 Penalty: 5926.555176
	Iteration 12Q: 3 clusters Score -2.147809e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 147186 members 
Entering Unmasked Estep 
Score: -21478224.000000 Penalty: 5926.555176
	Iteration 13Q: 3 clusters Score -2.147822e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 148046 members 
Entering Unmasked Estep 
Score: -21478232.000000 Penalty: 5926.555176
	Iteration 14Q: 3 clusters Score -2.147823e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 148782 members 
Entering Unmasked Estep 
Score: -21478332.000000 Penalty: 5926.555176
	Iteration 15Q: 3 clusters Score -2.147833e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 149412 members 
Entering Unmasked Estep 
Score: -21478408.000000 Penalty: 5926.555176
	Iteration 16Q: 3 clusters Score -2.147841e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 149940 members 
Entering Unmasked Estep 
Score: -21478402.000000 Penalty: 5926.555176
	Iteration 17Q: 3 clusters Score -2.14784e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 150410 members 
Entering Unmasked Estep 
Score: -21478412.000000 Penalty: 5926.555176
	Iteration 18Q: 3 clusters Score -2.147841e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 150812 members 
Entering Unmasked Estep 
Score: -21478408.000000 Penalty: 5926.555176
	Iteration 19Q: 3 clusters Score -2.147841e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 151137 members 
Entering Unmasked Estep 
Score: -21478380.000000 Penalty: 5926.555176
	Iteration 20F: 3 clusters Score -2.147838e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 151391 members 
Entering Unmasked Estep 
Score: -21478364.000000 Penalty: 5926.555176
	Iteration 21Q: 3 clusters Score -2.147836e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 151593 members 
Entering Unmasked Estep 
Score: -21478360.000000 Penalty: 5926.555176
	Iteration 22Q: 3 clusters Score -2.147836e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 151776 members 
Entering Unmasked Estep 
Score: -21478366.000000 Penalty: 5926.555176
	Iteration 23Q: 3 clusters Score -2.147837e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 151969 members 
Entering Unmasked Estep 
Score: -21478358.000000 Penalty: 5926.555176
	Iteration 24Q: 3 clusters Score -2.147836e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 152120 members 
Entering Unmasked Estep 
Score: -21478380.000000 Penalty: 5926.555176
	Iteration 25Q: 3 clusters Score -2.147838e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 152264 members 
Entering Unmasked Estep 
Score: -21478384.000000 Penalty: 5926.555176
	Iteration 26Q: 3 clusters Score -2.147838e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 152394 members 
Entering Unmasked Estep 
Score: -21478408.000000 Penalty: 5926.555176
	Iteration 27Q: 3 clusters Score -2.147841e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 152521 members 
Entering Unmasked Estep 
Score: -21478400.000000 Penalty: 5926.555176
	Iteration 28Q: 3 clusters Score -2.14784e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 152626 members 
Entering Unmasked Estep 
Score: -21478386.000000 Penalty: 5926.555176
	Iteration 29Q: 3 clusters Score -2.147839e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 152715 members 
Entering Unmasked Estep 
Score: -21478344.000000 Penalty: 5926.555176
	Iteration 30Q: 3 clusters Score -2.147834e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 152794 members 
Entering Unmasked Estep 
Score: -21478368.000000 Penalty: 5926.555176
	Iteration 31Q: 3 clusters Score -2.147837e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 152862 members 
Entering Unmasked Estep 
Score: -21478350.000000 Penalty: 5926.555176
	Iteration 32Q: 3 clusters Score -2.147835e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 152917 members 
Entering Unmasked Estep 
Score: -21478356.000000 Penalty: 5926.555176
	Iteration 33Q: 3 clusters Score -2.147836e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 152984 members 
Entering Unmasked Estep 
Score: -21478368.000000 Penalty: 5926.555176
	Iteration 34Q: 3 clusters Score -2.147837e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 153041 members 
Entering Unmasked Estep 
Score: -21478350.000000 Penalty: 5926.555176
	Iteration 35Q: 3 clusters Score -2.147835e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 153104 members 
Entering Unmasked Estep 
Score: -21478348.000000 Penalty: 5926.555176
	Iteration 36Q: 3 clusters Score -2.147835e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 153151 members 
Entering Unmasked Estep 
Score: -21478344.000000 Penalty: 5926.555176
	Iteration 37Q: 3 clusters Score -2.147834e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 153184 members 
Entering Unmasked Estep 
Score: -21478344.000000 Penalty: 5926.555176
	Iteration 38Q: 3 clusters Score -2.147834e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 153215 members 
Entering Unmasked Estep 
Score: -21478364.000000 Penalty: 5926.555176
	Iteration 39Q: 3 clusters Score -2.147836e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 153246 members 
Entering Unmasked Estep 
Score: -21478378.000000 Penalty: 5926.555176
	Iteration 40F: 3 clusters Score -2.147838e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 153274 members 
Entering Unmasked Estep 
Score: -21478378.000000 Penalty: 5926.555176
	Iteration 41Q: 3 clusters Score -2.147838e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 153300 members 
Entering Unmasked Estep 
Score: -21478422.000000 Penalty: 5926.555176
	Iteration 42Q: 3 clusters Score -2.147842e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 153317 members 
Entering Unmasked Estep 
Score: -21478414.000000 Penalty: 5926.555176
	Iteration 43Q: 3 clusters Score -2.147841e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 153340 members 
Entering Unmasked Estep 
Score: -21478424.000000 Penalty: 5926.555176
	Iteration 44Q: 3 clusters Score -2.147842e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 153365 members 
Entering Unmasked Estep 
Score: -21478438.000000 Penalty: 5926.555176
	Iteration 45Q: 3 clusters Score -2.147844e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 153392 members 
Entering Unmasked Estep 
Score: -21478418.000000 Penalty: 5926.555176
	Iteration 46Q: 3 clusters Score -2.147842e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 153408 members 
Entering Unmasked Estep 
Score: -21478440.000000 Penalty: 5926.555176
	Iteration 47Q: 3 clusters Score -2.147844e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 153420 members 
Entering Unmasked Estep 
Score: -21478450.000000 Penalty: 5926.555176
	Iteration 48Q: 3 clusters Score -2.147845e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 153431 members 
Entering Unmasked Estep 
Score: -21478446.000000 Penalty: 5926.555176
	Iteration 49Q: 3 clusters Score -2.147845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 153439 members 
Entering Unmasked Estep 
Score: -21478448.000000 Penalty: 5926.555176
	Iteration 50Q: 3 clusters Score -2.147845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 153444 members 
Entering Unmasked Estep 
Score: -21478450.000000 Penalty: 5926.555176
	Iteration 51Q: 3 clusters Score -2.147845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 153453 members 
Entering Unmasked Estep 
Score: -21478446.000000 Penalty: 5926.555176
	Iteration 52Q: 3 clusters Score -2.147845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 153463 members 
Entering Unmasked Estep 
Score: -21478436.000000 Penalty: 5926.555176
	Iteration 53Q: 3 clusters Score -2.147844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 153469 members 
Entering Unmasked Estep 
Score: -21478436.000000 Penalty: 5926.555176
	Iteration 54Q: 3 clusters Score -2.147844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 153478 members 
Entering Unmasked Estep 
Score: -21478428.000000 Penalty: 5926.555176
	Iteration 55Q: 3 clusters Score -2.147843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 153487 members 
Entering Unmasked Estep 
Score: -21478426.000000 Penalty: 5926.555176
	Iteration 56Q: 3 clusters Score -2.147843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 153498 members 
Entering Unmasked Estep 
Score: -21478424.000000 Penalty: 5926.555176
	Iteration 57Q: 3 clusters Score -2.147842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 153506 members 
Entering Unmasked Estep 
Score: -21478424.000000 Penalty: 5926.555176
	Iteration 58Q: 3 clusters Score -2.147842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 153514 members 
Entering Unmasked Estep 
Score: -21478436.000000 Penalty: 5926.555176
	Iteration 59Q: 3 clusters Score -2.147844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 153519 members 
Entering Unmasked Estep 
Score: -21478416.000000 Penalty: 5926.555176
	Iteration 60F: 3 clusters Score -2.147842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 153522 members 
Entering Unmasked Estep 
Score: -21478402.000000 Penalty: 5926.555176
	Iteration 61Q: 3 clusters Score -2.14784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 153528 members 
Entering Unmasked Estep 
Score: -21478402.000000 Penalty: 5926.555176
	Iteration 62Q: 3 clusters Score -2.14784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 153535 members 
Entering Unmasked Estep 
Score: -21478404.000000 Penalty: 5926.555176
	Iteration 63Q: 3 clusters Score -2.14784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 153546 members 
Entering Unmasked Estep 
Score: -21478414.000000 Penalty: 5926.555176
	Iteration 64Q: 3 clusters Score -2.147841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 153555 members 
Entering Unmasked Estep 
Score: -21478378.000000 Penalty: 5926.555176
	Iteration 65Q: 3 clusters Score -2.147838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 153561 members 
Entering Unmasked Estep 
Score: -21478392.000000 Penalty: 5926.555176
	Iteration 66Q: 3 clusters Score -2.147839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 153563 members 
Entering Unmasked Estep 
Score: -21478392.000000 Penalty: 5926.555176
	Iteration 67Q: 3 clusters Score -2.147839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 153564 members 
Entering Unmasked Estep 
Score: -21478384.000000 Penalty: 5926.555176
	Iteration 68Q: 3 clusters Score -2.147838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 153564 members 
Entering Unmasked Estep 
Score: -21478384.000000 Penalty: 5926.555176
	Iteration 69F: 3 clusters Score -2.147838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Entering Unmasked Estep 
Score: -1019472.187500 Penalty: 2216.104004
	Iteration 0F: 2 clusters Score -1019472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1013239.187500 Penalty: 4432.208008
	Iteration 0F: 3 clusters Score -1013239 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1014888.687500 Penalty: 4432.208008
	Iteration 1F: 3 clusters Score -1014889 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1015185.250000 Penalty: 4432.208008
	Iteration 2F: 3 clusters Score -1015185 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1015392.687500 Penalty: 4432.208008
	Iteration 3F: 3 clusters Score -1015393 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1015568.187500 Penalty: 4432.208008
	Iteration 4Q: 3 clusters Score -1015568 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1015729.187500 Penalty: 4432.208008
	Iteration 5Q: 3 clusters Score -1015729 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1015852.437500 Penalty: 4432.208008
	Iteration 6Q: 3 clusters Score -1015852 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1015961.500000 Penalty: 4432.208008
	Iteration 7Q: 3 clusters Score -1015962 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1016075.937500 Penalty: 4432.208008
	Iteration 8Q: 3 clusters Score -1016076 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1016174.125000 Penalty: 4432.208008
	Iteration 9Q: 3 clusters Score -1016174 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1016275.500000 Penalty: 4432.208008
	Iteration 10Q: 3 clusters Score -1016276 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1016375.875000 Penalty: 4432.208008
	Iteration 11Q: 3 clusters Score -1016376 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1016462.750000 Penalty: 4432.208008
	Iteration 12Q: 3 clusters Score -1016463 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1016543.312500 Penalty: 4432.208008
	Iteration 13Q: 3 clusters Score -1016543 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1016616.125000 Penalty: 4432.208008
	Iteration 14Q: 3 clusters Score -1016616 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1016685.437500 Penalty: 4432.208008
	Iteration 15Q: 3 clusters Score -1016685 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1016732.437500 Penalty: 4432.208008
	Iteration 16Q: 3 clusters Score -1016732 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1016776.687500 Penalty: 4432.208008
	Iteration 17Q: 3 clusters Score -1016777 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1016820.187500 Penalty: 4432.208008
	Iteration 18Q: 3 clusters Score -1016820 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1016869.562500 Penalty: 4432.208008
	Iteration 19Q: 3 clusters Score -1016870 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1016915.000000 Penalty: 4432.208008
	Iteration 20F: 3 clusters Score -1016915 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1016965.500000 Penalty: 4432.208008
	Iteration 21Q: 3 clusters Score -1016966 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1017009.562500 Penalty: 4432.208008
	Iteration 22Q: 3 clusters Score -1017010 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1017056.812500 Penalty: 4432.208008
	Iteration 23Q: 3 clusters Score -1017057 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1017113.375000 Penalty: 4432.208008
	Iteration 24Q: 3 clusters Score -1017113 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1017161.937500 Penalty: 4432.208008
	Iteration 25Q: 3 clusters Score -1017162 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1017200.062500 Penalty: 4432.208008
	Iteration 26Q: 3 clusters Score -1017200 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1017238.250000 Penalty: 4432.208008
	Iteration 27Q: 3 clusters Score -1017238 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1017258.375000 Penalty: 4432.208008
	Iteration 28Q: 3 clusters Score -1017258 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1017280.000000 Penalty: 4432.208008
	Iteration 29Q: 3 clusters Score -1017280 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1017298.625000 Penalty: 4432.208008
	Iteration 30Q: 3 clusters Score -1017299 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1017315.187500 Penalty: 4432.208008
	Iteration 31Q: 3 clusters Score -1017315 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1017331.000000 Penalty: 4432.208008
	Iteration 32Q: 3 clusters Score -1017331 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1017345.437500 Penalty: 4432.208008
	Iteration 33Q: 3 clusters Score -1017345 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1017354.500000 Penalty: 4432.208008
	Iteration 34Q: 3 clusters Score -1017354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1017361.437500 Penalty: 4432.208008
	Iteration 35Q: 3 clusters Score -1017361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1017369.250000 Penalty: 4432.208008
	Iteration 36Q: 3 clusters Score -1017369 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1017377.312500 Penalty: 4432.208008
	Iteration 37Q: 3 clusters Score -1017377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1017381.875000 Penalty: 4432.208008
	Iteration 38Q: 3 clusters Score -1017382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1017385.937500 Penalty: 4432.208008
	Iteration 39Q: 3 clusters Score -1017386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1017390.312500 Penalty: 4432.208008
	Iteration 40F: 3 clusters Score -1017390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1017392.687500 Penalty: 4432.208008
	Iteration 41Q: 3 clusters Score -1017393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1017397.375000 Penalty: 4432.208008
	Iteration 42Q: 3 clusters Score -1017397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1017406.000000 Penalty: 4432.208008
	Iteration 43Q: 3 clusters Score -1017406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1017413.000000 Penalty: 4432.208008
	Iteration 44Q: 3 clusters Score -1017413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1017420.062500 Penalty: 4432.208008
	Iteration 45Q: 3 clusters Score -1017420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1017431.875000 Penalty: 4432.208008
	Iteration 46Q: 3 clusters Score -1017432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1017446.500000 Penalty: 4432.208008
	Iteration 47Q: 3 clusters Score -1017446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1017461.062500 Penalty: 4432.208008
	Iteration 48Q: 3 clusters Score -1017461 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1017473.250000 Penalty: 4432.208008
	Iteration 49Q: 3 clusters Score -1017473 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1017486.812500 Penalty: 4432.208008
	Iteration 50Q: 3 clusters Score -1017487 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1017497.125000 Penalty: 4432.208008
	Iteration 51Q: 3 clusters Score -1017497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1017502.937500 Penalty: 4432.208008
	Iteration 52Q: 3 clusters Score -1017503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1017507.437500 Penalty: 4432.208008
	Iteration 53Q: 3 clusters Score -1017507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1017515.750000 Penalty: 4432.208008
	Iteration 54Q: 3 clusters Score -1017516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1017524.875000 Penalty: 4432.208008
	Iteration 55Q: 3 clusters Score -1017525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1017533.437500 Penalty: 4432.208008
	Iteration 56Q: 3 clusters Score -1017533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1017539.312500 Penalty: 4432.208008
	Iteration 57Q: 3 clusters Score -1017539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1017548.187500 Penalty: 4432.208008
	Iteration 58Q: 3 clusters Score -1017548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1017551.750000 Penalty: 4432.208008
	Iteration 59Q: 3 clusters Score -1017552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1017558.187500 Penalty: 4432.208008
	Iteration 60F: 3 clusters Score -1017558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1017563.187500 Penalty: 4432.208008
	Iteration 61Q: 3 clusters Score -1017563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1017565.875000 Penalty: 4432.208008
	Iteration 62Q: 3 clusters Score -1017566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1017576.187500 Penalty: 4432.208008
	Iteration 63Q: 3 clusters Score -1017576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1017583.750000 Penalty: 4432.208008
	Iteration 64Q: 3 clusters Score -1017584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1017591.187500 Penalty: 4432.208008
	Iteration 65Q: 3 clusters Score -1017591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1017598.062500 Penalty: 4432.208008
	Iteration 66Q: 3 clusters Score -1017598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1017607.562500 Penalty: 4432.208008
	Iteration 67Q: 3 clusters Score -1017608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1017611.000000 Penalty: 4432.208008
	Iteration 68Q: 3 clusters Score -1017611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1017613.312500 Penalty: 4432.208008
	Iteration 69Q: 3 clusters Score -1017613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1017617.625000 Penalty: 4432.208008
	Iteration 70Q: 3 clusters Score -1017618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1017621.562500 Penalty: 4432.208008
	Iteration 71Q: 3 clusters Score -1017622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1017627.812500 Penalty: 4432.208008
	Iteration 72Q: 3 clusters Score -1017628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1017633.187500 Penalty: 4432.208008
	Iteration 73Q: 3 clusters Score -1017633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1017636.750000 Penalty: 4432.208008
	Iteration 74Q: 3 clusters Score -1017637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1017638.625000 Penalty: 4432.208008
	Iteration 75Q: 3 clusters Score -1017639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1017644.187500 Penalty: 4432.208008
	Iteration 76Q: 3 clusters Score -1017644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1017647.750000 Penalty: 4432.208008
	Iteration 77Q: 3 clusters Score -1017648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1017651.250000 Penalty: 4432.208008
	Iteration 78Q: 3 clusters Score -1017651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1017654.562500 Penalty: 4432.208008
	Iteration 79Q: 3 clusters Score -1017655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1017658.312500 Penalty: 4432.208008
	Iteration 80F: 3 clusters Score -1017658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1017663.000000 Penalty: 4432.208008
	Iteration 81Q: 3 clusters Score -1017663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1017668.250000 Penalty: 4432.208008
	Iteration 82Q: 3 clusters Score -1017668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1017666.875000 Penalty: 4432.208008
	Iteration 83Q: 3 clusters Score -1017667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1017671.375000 Penalty: 4432.208008
	Iteration 84Q: 3 clusters Score -1017671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1017673.250000 Penalty: 4432.208008
	Iteration 85Q: 3 clusters Score -1017673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1017673.812500 Penalty: 4432.208008
	Iteration 86Q: 3 clusters Score -1017674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1017675.312500 Penalty: 4432.208008
	Iteration 87Q: 3 clusters Score -1017675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1017674.062500 Penalty: 4432.208008
	Iteration 88Q: 3 clusters Score -1017674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1017676.375000 Penalty: 4432.208008
	Iteration 89Q: 3 clusters Score -1017676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1017675.750000 Penalty: 4432.208008
	Iteration 90Q: 3 clusters Score -1017676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1017676.062500 Penalty: 4432.208008
	Iteration 91Q: 3 clusters Score -1017676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1017678.687500 Penalty: 4432.208008
	Iteration 92Q: 3 clusters Score -1017679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1017678.312500 Penalty: 4432.208008
	Iteration 93Q: 3 clusters Score -1017678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1017679.250000 Penalty: 4432.208008
	Iteration 94Q: 3 clusters Score -1017679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1017679.875000 Penalty: 4432.208008
	Iteration 95Q: 3 clusters Score -1017680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1017680.687500 Penalty: 4432.208008
	Iteration 96Q: 3 clusters Score -1017681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1017680.250000 Penalty: 4432.208008
	Iteration 97Q: 3 clusters Score -1017680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1017683.187500 Penalty: 4432.208008
	Iteration 98Q: 3 clusters Score -1017683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1017691.125000 Penalty: 4432.208008
	Iteration 99Q: 3 clusters Score -1017691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1017697.437500 Penalty: 4432.208008
	Iteration 100F: 3 clusters Score -1017697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1017702.250000 Penalty: 4432.208008
	Iteration 101Q: 3 clusters Score -1017702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1017709.562500 Penalty: 4432.208008
	Iteration 102Q: 3 clusters Score -1017710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1017721.187500 Penalty: 4432.208008
	Iteration 103Q: 3 clusters Score -1017721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1017732.687500 Penalty: 4432.208008
	Iteration 104Q: 3 clusters Score -1017733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1017739.562500 Penalty: 4432.208008
	Iteration 105Q: 3 clusters Score -1017740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1017752.625000 Penalty: 4432.208008
	Iteration 106Q: 3 clusters Score -1017753 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1017760.062500 Penalty: 4432.208008
	Iteration 107Q: 3 clusters Score -1017760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1017775.062500 Penalty: 4432.208008
	Iteration 108Q: 3 clusters Score -1017775 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1017792.937500 Penalty: 4432.208008
	Iteration 109Q: 3 clusters Score -1017793 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1017812.562500 Penalty: 4432.208008
	Iteration 110Q: 3 clusters Score -1017813 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1017825.187500 Penalty: 4432.208008
	Iteration 111Q: 3 clusters Score -1017825 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1017842.500000 Penalty: 4432.208008
	Iteration 112Q: 3 clusters Score -1017842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1017850.937500 Penalty: 4432.208008
	Iteration 113Q: 3 clusters Score -1017851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1017865.625000 Penalty: 4432.208008
	Iteration 114Q: 3 clusters Score -1017866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1017878.125000 Penalty: 4432.208008
	Iteration 115Q: 3 clusters Score -1017878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1017888.312500 Penalty: 4432.208008
	Iteration 116Q: 3 clusters Score -1017888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1017899.937500 Penalty: 4432.208008
	Iteration 117Q: 3 clusters Score -1017900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1017908.187500 Penalty: 4432.208008
	Iteration 118Q: 3 clusters Score -1017908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1017918.250000 Penalty: 4432.208008
	Iteration 119Q: 3 clusters Score -1017918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1017926.062500 Penalty: 4432.208008
	Iteration 120F: 3 clusters Score -1017926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1017936.500000 Penalty: 4432.208008
	Iteration 121Q: 3 clusters Score -1017936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1017945.375000 Penalty: 4432.208008
	Iteration 122Q: 3 clusters Score -1017945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1017953.562500 Penalty: 4432.208008
	Iteration 123Q: 3 clusters Score -1017954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1017961.750000 Penalty: 4432.208008
	Iteration 124Q: 3 clusters Score -1017962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1017968.625000 Penalty: 4432.208008
	Iteration 125Q: 3 clusters Score -1017969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1017980.875000 Penalty: 4432.208008
	Iteration 126Q: 3 clusters Score -1017981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1017994.187500 Penalty: 4432.208008
	Iteration 127Q: 3 clusters Score -1017994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1018003.687500 Penalty: 4432.208008
	Iteration 128Q: 3 clusters Score -1018004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1018015.187500 Penalty: 4432.208008
	Iteration 129Q: 3 clusters Score -1018015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1018025.250000 Penalty: 4432.208008
	Iteration 130Q: 3 clusters Score -1018025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1018038.000000 Penalty: 4432.208008
	Iteration 131Q: 3 clusters Score -1018038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1018050.312500 Penalty: 4432.208008
	Iteration 132Q: 3 clusters Score -1018050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1018061.312500 Penalty: 4432.208008
	Iteration 133Q: 3 clusters Score -1018061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1018070.500000 Penalty: 4432.208008
	Iteration 134Q: 3 clusters Score -1018070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1018075.937500 Penalty: 4432.208008
	Iteration 135Q: 3 clusters Score -1018076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1018081.937500 Penalty: 4432.208008
	Iteration 136Q: 3 clusters Score -1018082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1018091.437500 Penalty: 4432.208008
	Iteration 137Q: 3 clusters Score -1018091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1018098.750000 Penalty: 4432.208008
	Iteration 138Q: 3 clusters Score -1018099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1018104.000000 Penalty: 4432.208008
	Iteration 139Q: 3 clusters Score -1018104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1018109.125000 Penalty: 4432.208008
	Iteration 140F: 3 clusters Score -1018109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1018115.500000 Penalty: 4432.208008
	Iteration 141Q: 3 clusters Score -1018116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1018119.437500 Penalty: 4432.208008
	Iteration 142Q: 3 clusters Score -1018119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1018122.312500 Penalty: 4432.208008
	Iteration 143Q: 3 clusters Score -1018122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1018122.437500 Penalty: 4432.208008
	Iteration 144Q: 3 clusters Score -1018122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1018122.250000 Penalty: 4432.208008
	Iteration 145Q: 3 clusters Score -1018122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1018125.125000 Penalty: 4432.208008
	Iteration 146Q: 3 clusters Score -1018125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1018125.250000 Penalty: 4432.208008
	Iteration 147Q: 3 clusters Score -1018125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1018125.250000 Penalty: 4432.208008
	Iteration 148F: 3 clusters Score -1018125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Entering Unmasked Estep 
Score: -6203269.000000 Penalty: 2652.491211
	Iteration 0F: 2 clusters Score -6203269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -6173320.500000 Penalty: 5304.982422
	Iteration 0F: 3 clusters Score -6173320 nChanged 20288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -6184471.500000 Penalty: 5304.982422
	Iteration 1F: 3 clusters Score -6184472 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -6185019.500000 Penalty: 5304.982422
	Iteration 2Q: 3 clusters Score -6185020 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -6185608.000000 Penalty: 5304.982422
	Iteration 3Q: 3 clusters Score -6185608 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -6186122.500000 Penalty: 5304.982422
	Iteration 4Q: 3 clusters Score -6186122 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -6186916.000000 Penalty: 5304.982422
	Iteration 5Q: 3 clusters Score -6186916 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -6187927.500000 Penalty: 5304.982422
	Iteration 6Q: 3 clusters Score -6187928 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -6189497.000000 Penalty: 5304.982422
	Iteration 7F: 3 clusters Score -6189497 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -6191767.500000 Penalty: 5304.982422
	Iteration 8F: 3 clusters Score -6191768 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -6194613.500000 Penalty: 5304.982422
	Iteration 9F: 3 clusters Score -6194614 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -6197280.500000 Penalty: 5304.982422
	Iteration 10F: 3 clusters Score -6197280 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -6198756.500000 Penalty: 5304.982422
	Iteration 11Q: 3 clusters Score -6198756 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -6199274.000000 Penalty: 5304.982422
	Iteration 12Q: 3 clusters Score -6199274 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -6199565.000000 Penalty: 5304.982422
	Iteration 13Q: 3 clusters Score -6199565 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -6199739.000000 Penalty: 5304.982422
	Iteration 14Q: 3 clusters Score -6199739 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -6199885.500000 Penalty: 5304.982422
	Iteration 15Q: 3 clusters Score -6199886 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -6199993.000000 Penalty: 5304.982422
	Iteration 16Q: 3 clusters Score -6199993 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -6200090.500000 Penalty: 5304.982422
	Iteration 17Q: 3 clusters Score -6200090 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -6200162.500000 Penalty: 5304.982422
	Iteration 18Q: 3 clusters Score -6200162 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -6200209.500000 Penalty: 5304.982422
	Iteration 19Q: 3 clusters Score -6200210 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -6200282.500000 Penalty: 5304.982422
	Iteration 20F: 3 clusters Score -6200282 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -6200355.500000 Penalty: 5304.982422
	Iteration 21Q: 3 clusters Score -6200356 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -6200415.000000 Penalty: 5304.982422
	Iteration 22Q: 3 clusters Score -6200415 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -6200475.500000 Penalty: 5304.982422
	Iteration 23Q: 3 clusters Score -6200476 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -6200533.500000 Penalty: 5304.982422
	Iteration 24Q: 3 clusters Score -6200534 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -6200598.000000 Penalty: 5304.982422
	Iteration 25Q: 3 clusters Score -6200598 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -6200665.500000 Penalty: 5304.982422
	Iteration 26Q: 3 clusters Score -6200666 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -6200767.500000 Penalty: 5304.982422
	Iteration 27Q: 3 clusters Score -6200768 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -6200809.500000 Penalty: 5304.982422
	Iteration 28Q: 3 clusters Score -6200810 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -6200864.000000 Penalty: 5304.982422
	Iteration 29Q: 3 clusters Score -6200864 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -6200916.000000 Penalty: 5304.982422
	Iteration 30Q: 3 clusters Score -6200916 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -6200949.500000 Penalty: 5304.982422
	Iteration 31Q: 3 clusters Score -6200950 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -6200995.500000 Penalty: 5304.982422
	Iteration 32Q: 3 clusters Score -6200996 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -6201020.500000 Penalty: 5304.982422
	Iteration 33Q: 3 clusters Score -6201020 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -6201056.500000 Penalty: 5304.982422
	Iteration 34Q: 3 clusters Score -6201056 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -6201075.000000 Penalty: 5304.982422
	Iteration 35Q: 3 clusters Score -6201075 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -6201075.500000 Penalty: 5304.982422
	Iteration 36Q: 3 clusters Score -6201076 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -6201089.500000 Penalty: 5304.982422
	Iteration 37Q: 3 clusters Score -6201090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6201109.500000 Penalty: 5304.982422
	Iteration 38Q: 3 clusters Score -6201110 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -6201121.000000 Penalty: 5304.982422
	Iteration 39Q: 3 clusters Score -6201121 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -6201139.500000 Penalty: 5304.982422
	Iteration 40F: 3 clusters Score -6201140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -6201143.500000 Penalty: 5304.982422
	Iteration 41Q: 3 clusters Score -6201144 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -6201159.500000 Penalty: 5304.982422
	Iteration 42Q: 3 clusters Score -6201160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -6201167.000000 Penalty: 5304.982422
	Iteration 43Q: 3 clusters Score -6201167 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6201182.500000 Penalty: 5304.982422
	Iteration 44Q: 3 clusters Score -6201182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -6201184.500000 Penalty: 5304.982422
	Iteration 45Q: 3 clusters Score -6201184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -6201183.500000 Penalty: 5304.982422
	Iteration 46Q: 3 clusters Score -6201184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -6201191.000000 Penalty: 5304.982422
	Iteration 47Q: 3 clusters Score -6201191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6201187.500000 Penalty: 5304.982422
	Iteration 48Q: 3 clusters Score -6201188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -6201189.000000 Penalty: 5304.982422
	Iteration 49Q: 3 clusters Score -6201189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -6201202.000000 Penalty: 5304.982422
	Iteration 50Q: 3 clusters Score -6201202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6201211.500000 Penalty: 5304.982422
	Iteration 51Q: 3 clusters Score -6201212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -6201219.000000 Penalty: 5304.982422
	Iteration 52Q: 3 clusters Score -6201219 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -6201225.500000 Penalty: 5304.982422
	Iteration 53Q: 3 clusters Score -6201226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6201235.000000 Penalty: 5304.982422
	Iteration 54Q: 3 clusters Score -6201235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6201243.500000 Penalty: 5304.982422
	Iteration 55Q: 3 clusters Score -6201244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6201250.000000 Penalty: 5304.982422
	Iteration 56Q: 3 clusters Score -6201250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -6201262.000000 Penalty: 5304.982422
	Iteration 57Q: 3 clusters Score -6201262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6201262.500000 Penalty: 5304.982422
	Iteration 58Q: 3 clusters Score -6201262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -6201267.500000 Penalty: 5304.982422
	Iteration 59Q: 3 clusters Score -6201268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6201265.000000 Penalty: 5304.982422
	Iteration 60F: 3 clusters Score -6201265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6201264.500000 Penalty: 5304.982422
	Iteration 61Q: 3 clusters Score -6201264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6201263.500000 Penalty: 5304.982422
	Iteration 62Q: 3 clusters Score -6201264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -6201263.500000 Penalty: 5304.982422
	Iteration 63Q: 3 clusters Score -6201264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6201265.500000 Penalty: 5304.982422
	Iteration 64Q: 3 clusters Score -6201266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6201268.000000 Penalty: 5304.982422
	Iteration 65Q: 3 clusters Score -6201268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6201275.500000 Penalty: 5304.982422
	Iteration 66Q: 3 clusters Score -6201276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6201272.500000 Penalty: 5304.982422
	Iteration 67Q: 3 clusters Score -6201272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6201275.000000 Penalty: 5304.982422
	Iteration 68Q: 3 clusters Score -6201275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -6201279.000000 Penalty: 5304.982422
	Iteration 69Q: 3 clusters Score -6201279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6201278.000000 Penalty: 5304.982422
	Iteration 70Q: 3 clusters Score -6201278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -6201278.500000 Penalty: 5304.982422
	Iteration 71Q: 3 clusters Score -6201278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -6201280.000000 Penalty: 5304.982422
	Iteration 72Q: 3 clusters Score -6201280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -6201283.500000 Penalty: 5304.982422
	Iteration 73Q: 3 clusters Score -6201284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -6201283.500000 Penalty: 5304.982422
	Iteration 74F: 3 clusters Score -6201284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Entering Unmasked Estep 
Score: -4597534.000000 Penalty: 2578.280273
	Iteration 0F: 2 clusters Score -4597534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -4575056.000000 Penalty: 5156.560547
	Iteration 0F: 3 clusters Score -4575056 nChanged 14850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -4583130.000000 Penalty: 5156.560547
	Iteration 1F: 3 clusters Score -4583130 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -4583669.000000 Penalty: 5156.560547
	Iteration 2Q: 3 clusters Score -4583669 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -4584310.000000 Penalty: 5156.560547
	Iteration 3Q: 3 clusters Score -4584310 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -4585170.000000 Penalty: 5156.560547
	Iteration 4F: 3 clusters Score -4585170 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -4586587.000000 Penalty: 5156.560547
	Iteration 5F: 3 clusters Score -4586587 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -4588628.500000 Penalty: 5156.560547
	Iteration 6F: 3 clusters Score -4588628 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -4591019.000000 Penalty: 5156.560547
	Iteration 7F: 3 clusters Score -4591019 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -4593034.000000 Penalty: 5156.560547
	Iteration 8F: 3 clusters Score -4593034 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -4594234.500000 Penalty: 5156.560547
	Iteration 9Q: 3 clusters Score -4594234 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -4594750.500000 Penalty: 5156.560547
	Iteration 10Q: 3 clusters Score -4594750 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -4595016.500000 Penalty: 5156.560547
	Iteration 11Q: 3 clusters Score -4595016 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -4595147.500000 Penalty: 5156.560547
	Iteration 12Q: 3 clusters Score -4595148 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -4595218.500000 Penalty: 5156.560547
	Iteration 13Q: 3 clusters Score -4595218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -4595262.000000 Penalty: 5156.560547
	Iteration 14Q: 3 clusters Score -4595262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -4595294.000000 Penalty: 5156.560547
	Iteration 15Q: 3 clusters Score -4595294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -4595308.500000 Penalty: 5156.560547
	Iteration 16Q: 3 clusters Score -4595308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -4595324.500000 Penalty: 5156.560547
	Iteration 17Q: 3 clusters Score -4595324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -4595351.500000 Penalty: 5156.560547
	Iteration 18Q: 3 clusters Score -4595352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -4595377.000000 Penalty: 5156.560547
	Iteration 19Q: 3 clusters Score -4595377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -4595398.500000 Penalty: 5156.560547
	Iteration 20F: 3 clusters Score -4595398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -4595418.500000 Penalty: 5156.560547
	Iteration 21Q: 3 clusters Score -4595418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -4595435.000000 Penalty: 5156.560547
	Iteration 22Q: 3 clusters Score -4595435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -4595443.500000 Penalty: 5156.560547
	Iteration 23Q: 3 clusters Score -4595444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -4595456.500000 Penalty: 5156.560547
	Iteration 24Q: 3 clusters Score -4595456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -4595461.000000 Penalty: 5156.560547
	Iteration 25Q: 3 clusters Score -4595461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -4595467.000000 Penalty: 5156.560547
	Iteration 26Q: 3 clusters Score -4595467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -4595470.500000 Penalty: 5156.560547
	Iteration 27Q: 3 clusters Score -4595470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -4595467.500000 Penalty: 5156.560547
	Iteration 28Q: 3 clusters Score -4595468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -4595467.500000 Penalty: 5156.560547
	Iteration 29F: 3 clusters Score -4595468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Entering Unmasked Estep 
Score: -5743230.000000 Penalty: 2642.708496
	Iteration 0F: 2 clusters Score -5743230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -5714617.500000 Penalty: 5285.416992
	Iteration 0F: 3 clusters Score -5714618 nChanged 19294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -5725374.000000 Penalty: 5285.416992
	Iteration 1F: 3 clusters Score -5725374 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -5725953.500000 Penalty: 5285.416992
	Iteration 2Q: 3 clusters Score -5725954 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -5726557.500000 Penalty: 5285.416992
	Iteration 3Q: 3 clusters Score -5726558 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -5727218.500000 Penalty: 5285.416992
	Iteration 4Q: 3 clusters Score -5727218 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -5728105.000000 Penalty: 5285.416992
	Iteration 5Q: 3 clusters Score -5728105 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -5728970.000000 Penalty: 5285.416992
	Iteration 6Q: 3 clusters Score -5728970 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -5729927.000000 Penalty: 5285.416992
	Iteration 7F: 3 clusters Score -5729927 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -5730908.500000 Penalty: 5285.416992
	Iteration 8Q: 3 clusters Score -5730908 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -5731702.000000 Penalty: 5285.416992
	Iteration 9Q: 3 clusters Score -5731702 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -5732259.000000 Penalty: 5285.416992
	Iteration 10Q: 3 clusters Score -5732259 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -5732689.500000 Penalty: 5285.416992
	Iteration 11Q: 3 clusters Score -5732690 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -5732992.500000 Penalty: 5285.416992
	Iteration 12Q: 3 clusters Score -5732992 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -5733172.000000 Penalty: 5285.416992
	Iteration 13Q: 3 clusters Score -5733172 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -5733285.000000 Penalty: 5285.416992
	Iteration 14Q: 3 clusters Score -5733285 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -5733368.500000 Penalty: 5285.416992
	Iteration 15Q: 3 clusters Score -5733368 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -5733450.000000 Penalty: 5285.416992
	Iteration 16Q: 3 clusters Score -5733450 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -5733469.500000 Penalty: 5285.416992
	Iteration 17Q: 3 clusters Score -5733470 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -5733537.000000 Penalty: 5285.416992
	Iteration 18Q: 3 clusters Score -5733537 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -5733568.000000 Penalty: 5285.416992
	Iteration 19Q: 3 clusters Score -5733568 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -5733585.000000 Penalty: 5285.416992
	Iteration 20F: 3 clusters Score -5733585 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -5733633.000000 Penalty: 5285.416992
	Iteration 21Q: 3 clusters Score -5733633 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -5733681.500000 Penalty: 5285.416992
	Iteration 22Q: 3 clusters Score -5733682 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -5733707.500000 Penalty: 5285.416992
	Iteration 23Q: 3 clusters Score -5733708 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -5733752.000000 Penalty: 5285.416992
	Iteration 24Q: 3 clusters Score -5733752 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -5733771.500000 Penalty: 5285.416992
	Iteration 25Q: 3 clusters Score -5733772 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -5733818.500000 Penalty: 5285.416992
	Iteration 26Q: 3 clusters Score -5733818 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -5733868.000000 Penalty: 5285.416992
	Iteration 27Q: 3 clusters Score -5733868 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -5733912.000000 Penalty: 5285.416992
	Iteration 28Q: 3 clusters Score -5733912 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -5733945.000000 Penalty: 5285.416992
	Iteration 29Q: 3 clusters Score -5733945 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -5734000.000000 Penalty: 5285.416992
	Iteration 30Q: 3 clusters Score -5734000 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -5734023.500000 Penalty: 5285.416992
	Iteration 31Q: 3 clusters Score -5734024 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -5734077.500000 Penalty: 5285.416992
	Iteration 32Q: 3 clusters Score -5734078 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -5734158.000000 Penalty: 5285.416992
	Iteration 33Q: 3 clusters Score -5734158 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -5734232.000000 Penalty: 5285.416992
	Iteration 34Q: 3 clusters Score -5734232 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -5734314.500000 Penalty: 5285.416992
	Iteration 35Q: 3 clusters Score -5734314 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -5734402.500000 Penalty: 5285.416992
	Iteration 36Q: 3 clusters Score -5734402 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -5734504.000000 Penalty: 5285.416992
	Iteration 37Q: 3 clusters Score -5734504 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -5734656.500000 Penalty: 5285.416992
	Iteration 38Q: 3 clusters Score -5734656 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -5734871.500000 Penalty: 5285.416992
	Iteration 39Q: 3 clusters Score -5734872 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -5735044.500000 Penalty: 5285.416992
	Iteration 40F: 3 clusters Score -5735044 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -5735218.500000 Penalty: 5285.416992
	Iteration 41Q: 3 clusters Score -5735218 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -5735463.500000 Penalty: 5285.416992
	Iteration 42Q: 3 clusters Score -5735464 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -5735707.500000 Penalty: 5285.416992
	Iteration 43Q: 3 clusters Score -5735708 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -5736017.000000 Penalty: 5285.416992
	Iteration 44Q: 3 clusters Score -5736017 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -5736325.000000 Penalty: 5285.416992
	Iteration 45Q: 3 clusters Score -5736325 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -5736640.500000 Penalty: 5285.416992
	Iteration 46Q: 3 clusters Score -5736640 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -5736972.500000 Penalty: 5285.416992
	Iteration 47Q: 3 clusters Score -5736972 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -5737262.500000 Penalty: 5285.416992
	Iteration 48Q: 3 clusters Score -5737262 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -5737619.000000 Penalty: 5285.416992
	Iteration 49Q: 3 clusters Score -5737619 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -5738021.000000 Penalty: 5285.416992
	Iteration 50Q: 3 clusters Score -5738021 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -5738359.000000 Penalty: 5285.416992
	Iteration 51Q: 3 clusters Score -5738359 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -5738651.000000 Penalty: 5285.416992
	Iteration 52Q: 3 clusters Score -5738651 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -5738979.500000 Penalty: 5285.416992
	Iteration 53Q: 3 clusters Score -5738980 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -5739245.000000 Penalty: 5285.416992
	Iteration 54Q: 3 clusters Score -5739245 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -5739452.000000 Penalty: 5285.416992
	Iteration 55Q: 3 clusters Score -5739452 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -5739646.000000 Penalty: 5285.416992
	Iteration 56Q: 3 clusters Score -5739646 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -5739793.000000 Penalty: 5285.416992
	Iteration 57Q: 3 clusters Score -5739793 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -5739985.500000 Penalty: 5285.416992
	Iteration 58Q: 3 clusters Score -5739986 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -5740145.500000 Penalty: 5285.416992
	Iteration 59Q: 3 clusters Score -5740146 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -5740283.000000 Penalty: 5285.416992
	Iteration 60F: 3 clusters Score -5740283 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -5740426.000000 Penalty: 5285.416992
	Iteration 61Q: 3 clusters Score -5740426 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -5740526.500000 Penalty: 5285.416992
	Iteration 62Q: 3 clusters Score -5740526 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -5740626.000000 Penalty: 5285.416992
	Iteration 63Q: 3 clusters Score -5740626 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -5740681.500000 Penalty: 5285.416992
	Iteration 64Q: 3 clusters Score -5740682 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -5740718.500000 Penalty: 5285.416992
	Iteration 65Q: 3 clusters Score -5740718 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -5740752.500000 Penalty: 5285.416992
	Iteration 66Q: 3 clusters Score -5740752 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -5740792.500000 Penalty: 5285.416992
	Iteration 67Q: 3 clusters Score -5740792 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -5740836.500000 Penalty: 5285.416992
	Iteration 68Q: 3 clusters Score -5740836 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5740866.500000 Penalty: 5285.416992
	Iteration 69Q: 3 clusters Score -5740866 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -5740890.500000 Penalty: 5285.416992
	Iteration 70Q: 3 clusters Score -5740890 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -5740916.000000 Penalty: 5285.416992
	Iteration 71Q: 3 clusters Score -5740916 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -5740943.500000 Penalty: 5285.416992
	Iteration 72Q: 3 clusters Score -5740944 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5740954.000000 Penalty: 5285.416992
	Iteration 73Q: 3 clusters Score -5740954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -5740980.500000 Penalty: 5285.416992
	Iteration 74Q: 3 clusters Score -5740980 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5740982.000000 Penalty: 5285.416992
	Iteration 75Q: 3 clusters Score -5740982 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5740997.500000 Penalty: 5285.416992
	Iteration 76Q: 3 clusters Score -5740998 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -5740997.500000 Penalty: 5285.416992
	Iteration 77Q: 3 clusters Score -5740998 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5741017.000000 Penalty: 5285.416992
	Iteration 78Q: 3 clusters Score -5741017 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5741024.500000 Penalty: 5285.416992
	Iteration 79Q: 3 clusters Score -5741024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5741037.500000 Penalty: 5285.416992
	Iteration 80F: 3 clusters Score -5741038 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5741051.500000 Penalty: 5285.416992
	Iteration 81Q: 3 clusters Score -5741052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5741050.500000 Penalty: 5285.416992
	Iteration 82Q: 3 clusters Score -5741050 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5741082.500000 Penalty: 5285.416992
	Iteration 83Q: 3 clusters Score -5741082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5741081.500000 Penalty: 5285.416992
	Iteration 84Q: 3 clusters Score -5741082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5741094.500000 Penalty: 5285.416992
	Iteration 85Q: 3 clusters Score -5741094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -5741101.000000 Penalty: 5285.416992
	Iteration 86Q: 3 clusters Score -5741101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5741111.000000 Penalty: 5285.416992
	Iteration 87Q: 3 clusters Score -5741111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5741111.500000 Penalty: 5285.416992
	Iteration 88Q: 3 clusters Score -5741112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5741114.000000 Penalty: 5285.416992
	Iteration 89Q: 3 clusters Score -5741114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5741119.000000 Penalty: 5285.416992
	Iteration 90Q: 3 clusters Score -5741119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5741115.500000 Penalty: 5285.416992
	Iteration 91Q: 3 clusters Score -5741116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5741121.500000 Penalty: 5285.416992
	Iteration 92Q: 3 clusters Score -5741122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5741126.000000 Penalty: 5285.416992
	Iteration 93Q: 3 clusters Score -5741126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5741126.500000 Penalty: 5285.416992
	Iteration 94Q: 3 clusters Score -5741126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5741126.000000 Penalty: 5285.416992
	Iteration 95Q: 3 clusters Score -5741126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5741125.500000 Penalty: 5285.416992
	Iteration 96Q: 3 clusters Score -5741126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5741127.000000 Penalty: 5285.416992
	Iteration 97Q: 3 clusters Score -5741127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5741133.000000 Penalty: 5285.416992
	Iteration 98Q: 3 clusters Score -5741133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5741128.500000 Penalty: 5285.416992
	Iteration 99Q: 3 clusters Score -5741128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5741132.500000 Penalty: 5285.416992
	Iteration 100F: 3 clusters Score -5741132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -5741130.500000 Penalty: 5285.416992
	Iteration 101Q: 3 clusters Score -5741130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5741131.500000 Penalty: 5285.416992
	Iteration 102Q: 3 clusters Score -5741132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5741129.500000 Penalty: 5285.416992
	Iteration 103Q: 3 clusters Score -5741130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5741130.000000 Penalty: 5285.416992
	Iteration 104Q: 3 clusters Score -5741130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -5741131.500000 Penalty: 5285.416992
	Iteration 105Q: 3 clusters Score -5741132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5741132.500000 Penalty: 5285.416992
	Iteration 106Q: 3 clusters Score -5741132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5741137.000000 Penalty: 5285.416992
	Iteration 107Q: 3 clusters Score -5741137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5741135.500000 Penalty: 5285.416992
	Iteration 108Q: 3 clusters Score -5741136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5741130.000000 Penalty: 5285.416992
	Iteration 109Q: 3 clusters Score -5741130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5741130.000000 Penalty: 5285.416992
	Iteration 110F: 3 clusters Score -5741130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Entering Unmasked Estep 
Score: -2408017.750000 Penalty: 2425.360596
	Iteration 0F: 2 clusters Score -2408018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2395476.500000 Penalty: 4850.721191
	Iteration 0F: 3 clusters Score -2395476 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2400128.500000 Penalty: 4850.721191
	Iteration 1F: 3 clusters Score -2400128 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2400952.500000 Penalty: 4850.721191
	Iteration 2F: 3 clusters Score -2400952 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2401594.250000 Penalty: 4850.721191
	Iteration 3F: 3 clusters Score -2401594 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2402114.250000 Penalty: 4850.721191
	Iteration 4F: 3 clusters Score -2402114 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2402590.000000 Penalty: 4850.721191
	Iteration 5F: 3 clusters Score -2402590 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2403000.000000 Penalty: 4850.721191
	Iteration 6Q: 3 clusters Score -2403000 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2403379.750000 Penalty: 4850.721191
	Iteration 7Q: 3 clusters Score -2403380 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2403742.500000 Penalty: 4850.721191
	Iteration 8Q: 3 clusters Score -2403742 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2404120.000000 Penalty: 4850.721191
	Iteration 9Q: 3 clusters Score -2404120 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2404517.250000 Penalty: 4850.721191
	Iteration 10Q: 3 clusters Score -2404517 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2404959.000000 Penalty: 4850.721191
	Iteration 11Q: 3 clusters Score -2404959 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2405325.000000 Penalty: 4850.721191
	Iteration 12Q: 3 clusters Score -2405325 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2405677.000000 Penalty: 4850.721191
	Iteration 13Q: 3 clusters Score -2405677 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2406003.250000 Penalty: 4850.721191
	Iteration 14Q: 3 clusters Score -2406003 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2406286.000000 Penalty: 4850.721191
	Iteration 15Q: 3 clusters Score -2406286 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2406588.500000 Penalty: 4850.721191
	Iteration 16Q: 3 clusters Score -2406588 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2406843.500000 Penalty: 4850.721191
	Iteration 17Q: 3 clusters Score -2406844 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2407048.000000 Penalty: 4850.721191
	Iteration 18Q: 3 clusters Score -2407048 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2407199.250000 Penalty: 4850.721191
	Iteration 19Q: 3 clusters Score -2407199 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2407325.250000 Penalty: 4850.721191
	Iteration 20F: 3 clusters Score -2407325 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2407391.250000 Penalty: 4850.721191
	Iteration 21Q: 3 clusters Score -2407391 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2407438.750000 Penalty: 4850.721191
	Iteration 22Q: 3 clusters Score -2407439 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2407467.250000 Penalty: 4850.721191
	Iteration 23Q: 3 clusters Score -2407467 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2407494.000000 Penalty: 4850.721191
	Iteration 24Q: 3 clusters Score -2407494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2407510.250000 Penalty: 4850.721191
	Iteration 25Q: 3 clusters Score -2407510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2407524.500000 Penalty: 4850.721191
	Iteration 26Q: 3 clusters Score -2407524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2407532.250000 Penalty: 4850.721191
	Iteration 27Q: 3 clusters Score -2407532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2407534.500000 Penalty: 4850.721191
	Iteration 28Q: 3 clusters Score -2407534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2407539.750000 Penalty: 4850.721191
	Iteration 29Q: 3 clusters Score -2407540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2407543.000000 Penalty: 4850.721191
	Iteration 30Q: 3 clusters Score -2407543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2407548.250000 Penalty: 4850.721191
	Iteration 31Q: 3 clusters Score -2407548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2407550.250000 Penalty: 4850.721191
	Iteration 32Q: 3 clusters Score -2407550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2407551.000000 Penalty: 4850.721191
	Iteration 33Q: 3 clusters Score -2407551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2407548.750000 Penalty: 4850.721191
	Iteration 34Q: 3 clusters Score -2407549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2407550.250000 Penalty: 4850.721191
	Iteration 35Q: 3 clusters Score -2407550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2407550.750000 Penalty: 4850.721191
	Iteration 36Q: 3 clusters Score -2407551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2407549.500000 Penalty: 4850.721191
	Iteration 37Q: 3 clusters Score -2407550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2407550.500000 Penalty: 4850.721191
	Iteration 38Q: 3 clusters Score -2407550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2407550.250000 Penalty: 4850.721191
	Iteration 39Q: 3 clusters Score -2407550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2407553.500000 Penalty: 4850.721191
	Iteration 40F: 3 clusters Score -2407554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2407556.750000 Penalty: 4850.721191
	Iteration 41Q: 3 clusters Score -2407557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2407560.000000 Penalty: 4850.721191
	Iteration 42Q: 3 clusters Score -2407560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2407558.250000 Penalty: 4850.721191
	Iteration 43Q: 3 clusters Score -2407558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2407555.750000 Penalty: 4850.721191
	Iteration 44Q: 3 clusters Score -2407556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2407558.000000 Penalty: 4850.721191
	Iteration 45Q: 3 clusters Score -2407558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2407561.000000 Penalty: 4850.721191
	Iteration 46Q: 3 clusters Score -2407561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2407561.000000 Penalty: 4850.721191
	Iteration 47Q: 3 clusters Score -2407561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2407559.500000 Penalty: 4850.721191
	Iteration 48Q: 3 clusters Score -2407560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2407559.500000 Penalty: 4850.721191
	Iteration 49F: 3 clusters Score -2407560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (133603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133603 members 
Entering Unmasked Estep 
Score: -18559116.000000 Penalty: 2927.051758
	Iteration 0F: 2 clusters Score -1.855912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66880 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -18471332.000000 Penalty: 5854.103516
	Iteration 0F: 3 clusters Score -1.847133e+07 nChanged 63755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67041 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -18507926.000000 Penalty: 5854.103516
	Iteration 1F: 3 clusters Score -1.850793e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67143 members 
Mstep: Class 2 contains 66460 members 
Entering Unmasked Estep 
Score: -18508786.000000 Penalty: 5854.103516
	Iteration 2Q: 3 clusters Score -1.850879e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67197 members 
Mstep: Class 2 contains 66406 members 
Entering Unmasked Estep 
Score: -18509958.000000 Penalty: 5854.103516
	Iteration 3Q: 3 clusters Score -1.850996e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67368 members 
Mstep: Class 2 contains 66235 members 
Entering Unmasked Estep 
Score: -18511494.000000 Penalty: 5854.103516
	Iteration 4Q: 3 clusters Score -1.851149e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67919 members 
Mstep: Class 2 contains 65684 members 
Entering Unmasked Estep 
Score: -18513492.000000 Penalty: 5854.103516
	Iteration 5Q: 3 clusters Score -1.851349e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69014 members 
Mstep: Class 2 contains 64589 members 
Entering Unmasked Estep 
Score: -18516238.000000 Penalty: 5854.103516
	Iteration 6Q: 3 clusters Score -1.851624e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71045 members 
Mstep: Class 2 contains 62558 members 
Entering Unmasked Estep 
Score: -18519992.000000 Penalty: 5854.103516
	Iteration 7F: 3 clusters Score -1.851999e+07 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74117 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -18524712.000000 Penalty: 5854.103516
	Iteration 8F: 3 clusters Score -1.852471e+07 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78225 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -18530362.000000 Penalty: 5854.103516
	Iteration 9F: 3 clusters Score -1.853036e+07 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82577 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -18536216.000000 Penalty: 5854.103516
	Iteration 10F: 3 clusters Score -1.853622e+07 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86562 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -18540738.000000 Penalty: 5854.103516
	Iteration 11F: 3 clusters Score -1.854074e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -18543456.000000 Penalty: 5854.103516
	Iteration 12Q: 3 clusters Score -1.854346e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92909 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -18545192.000000 Penalty: 5854.103516
	Iteration 13Q: 3 clusters Score -1.854519e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95756 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -18546752.000000 Penalty: 5854.103516
	Iteration 14Q: 3 clusters Score -1.854675e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98489 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -18548140.000000 Penalty: 5854.103516
	Iteration 15Q: 3 clusters Score -1.854814e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101133 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -18549570.000000 Penalty: 5854.103516
	Iteration 16Q: 3 clusters Score -1.854957e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103674 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -18551080.000000 Penalty: 5854.103516
	Iteration 17Q: 3 clusters Score -1.855108e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106063 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -18552470.000000 Penalty: 5854.103516
	Iteration 18Q: 3 clusters Score -1.855247e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108181 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -18553526.000000 Penalty: 5854.103516
	Iteration 19Q: 3 clusters Score -1.855353e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110077 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -18554318.000000 Penalty: 5854.103516
	Iteration 20F: 3 clusters Score -1.855432e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111881 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -18554968.000000 Penalty: 5854.103516
	Iteration 21Q: 3 clusters Score -1.855497e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113530 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -18555618.000000 Penalty: 5854.103516
	Iteration 22Q: 3 clusters Score -1.855562e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115103 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -18556150.000000 Penalty: 5854.103516
	Iteration 23Q: 3 clusters Score -1.855615e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116495 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -18556524.000000 Penalty: 5854.103516
	Iteration 24Q: 3 clusters Score -1.855652e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117790 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -18556922.000000 Penalty: 5854.103516
	Iteration 25Q: 3 clusters Score -1.855692e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118947 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -18557154.000000 Penalty: 5854.103516
	Iteration 26Q: 3 clusters Score -1.855715e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120026 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -18557370.000000 Penalty: 5854.103516
	Iteration 27Q: 3 clusters Score -1.855737e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121001 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -18557516.000000 Penalty: 5854.103516
	Iteration 28Q: 3 clusters Score -1.855752e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121912 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -18557594.000000 Penalty: 5854.103516
	Iteration 29Q: 3 clusters Score -1.855759e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122799 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -18557680.000000 Penalty: 5854.103516
	Iteration 30Q: 3 clusters Score -1.855768e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123582 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -18557786.000000 Penalty: 5854.103516
	Iteration 31Q: 3 clusters Score -1.855779e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124299 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -18557872.000000 Penalty: 5854.103516
	Iteration 32Q: 3 clusters Score -1.855787e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124927 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -18557930.000000 Penalty: 5854.103516
	Iteration 33Q: 3 clusters Score -1.855793e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125489 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -18558014.000000 Penalty: 5854.103516
	Iteration 34Q: 3 clusters Score -1.855801e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125974 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -18558008.000000 Penalty: 5854.103516
	Iteration 35Q: 3 clusters Score -1.855801e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126424 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -18558040.000000 Penalty: 5854.103516
	Iteration 36Q: 3 clusters Score -1.855804e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126806 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -18558070.000000 Penalty: 5854.103516
	Iteration 37Q: 3 clusters Score -1.855807e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127130 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -18558156.000000 Penalty: 5854.103516
	Iteration 38Q: 3 clusters Score -1.855816e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127415 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -18558108.000000 Penalty: 5854.103516
	Iteration 39Q: 3 clusters Score -1.855811e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127648 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -18558142.000000 Penalty: 5854.103516
	Iteration 40F: 3 clusters Score -1.855814e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127874 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -18558142.000000 Penalty: 5854.103516
	Iteration 41Q: 3 clusters Score -1.855814e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128082 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -18558214.000000 Penalty: 5854.103516
	Iteration 42Q: 3 clusters Score -1.855821e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128285 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -18558256.000000 Penalty: 5854.103516
	Iteration 43Q: 3 clusters Score -1.855826e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128474 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -18558250.000000 Penalty: 5854.103516
	Iteration 44Q: 3 clusters Score -1.855825e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128650 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -18558274.000000 Penalty: 5854.103516
	Iteration 45Q: 3 clusters Score -1.855827e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128818 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -18558270.000000 Penalty: 5854.103516
	Iteration 46Q: 3 clusters Score -1.855827e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128958 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -18558264.000000 Penalty: 5854.103516
	Iteration 47Q: 3 clusters Score -1.855826e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129082 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -18558250.000000 Penalty: 5854.103516
	Iteration 48Q: 3 clusters Score -1.855825e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129188 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -18558286.000000 Penalty: 5854.103516
	Iteration 49Q: 3 clusters Score -1.855829e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129296 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -18558252.000000 Penalty: 5854.103516
	Iteration 50Q: 3 clusters Score -1.855825e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129389 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -18558226.000000 Penalty: 5854.103516
	Iteration 51Q: 3 clusters Score -1.855823e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129470 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -18558210.000000 Penalty: 5854.103516
	Iteration 52Q: 3 clusters Score -1.855821e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129552 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -18558230.000000 Penalty: 5854.103516
	Iteration 53Q: 3 clusters Score -1.855823e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129619 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -18558206.000000 Penalty: 5854.103516
	Iteration 54Q: 3 clusters Score -1.855821e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129686 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -18558240.000000 Penalty: 5854.103516
	Iteration 55Q: 3 clusters Score -1.855824e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129752 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -18558248.000000 Penalty: 5854.103516
	Iteration 56Q: 3 clusters Score -1.855825e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129815 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -18558264.000000 Penalty: 5854.103516
	Iteration 57Q: 3 clusters Score -1.855826e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129855 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -18558252.000000 Penalty: 5854.103516
	Iteration 58Q: 3 clusters Score -1.855825e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129895 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -18558260.000000 Penalty: 5854.103516
	Iteration 59Q: 3 clusters Score -1.855826e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129936 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -18558268.000000 Penalty: 5854.103516
	Iteration 60F: 3 clusters Score -1.855827e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129991 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -18558264.000000 Penalty: 5854.103516
	Iteration 61Q: 3 clusters Score -1.855826e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130038 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -18558276.000000 Penalty: 5854.103516
	Iteration 62Q: 3 clusters Score -1.855828e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130071 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -18558270.000000 Penalty: 5854.103516
	Iteration 63Q: 3 clusters Score -1.855827e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130101 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -18558282.000000 Penalty: 5854.103516
	Iteration 64Q: 3 clusters Score -1.855828e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130130 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -18558276.000000 Penalty: 5854.103516
	Iteration 65Q: 3 clusters Score -1.855828e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130150 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -18558272.000000 Penalty: 5854.103516
	Iteration 66Q: 3 clusters Score -1.855827e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130165 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -18558278.000000 Penalty: 5854.103516
	Iteration 67Q: 3 clusters Score -1.855828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130178 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -18558288.000000 Penalty: 5854.103516
	Iteration 68Q: 3 clusters Score -1.855829e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130191 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -18558286.000000 Penalty: 5854.103516
	Iteration 69Q: 3 clusters Score -1.855829e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130205 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -18558308.000000 Penalty: 5854.103516
	Iteration 70Q: 3 clusters Score -1.855831e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130219 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -18558274.000000 Penalty: 5854.103516
	Iteration 71Q: 3 clusters Score -1.855827e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130239 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -18558276.000000 Penalty: 5854.103516
	Iteration 72Q: 3 clusters Score -1.855828e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130254 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -18558274.000000 Penalty: 5854.103516
	Iteration 73Q: 3 clusters Score -1.855827e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130267 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -18558276.000000 Penalty: 5854.103516
	Iteration 74Q: 3 clusters Score -1.855828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130276 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -18558266.000000 Penalty: 5854.103516
	Iteration 75Q: 3 clusters Score -1.855827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130284 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -18558276.000000 Penalty: 5854.103516
	Iteration 76Q: 3 clusters Score -1.855828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130291 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -18558266.000000 Penalty: 5854.103516
	Iteration 77Q: 3 clusters Score -1.855827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130301 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -18558274.000000 Penalty: 5854.103516
	Iteration 78Q: 3 clusters Score -1.855827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130307 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -18558274.000000 Penalty: 5854.103516
	Iteration 79Q: 3 clusters Score -1.855827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130311 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -18558276.000000 Penalty: 5854.103516
	Iteration 80F: 3 clusters Score -1.855828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130313 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -18558264.000000 Penalty: 5854.103516
	Iteration 81Q: 3 clusters Score -1.855826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130315 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -18558266.000000 Penalty: 5854.103516
	Iteration 82Q: 3 clusters Score -1.855827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130316 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -18558260.000000 Penalty: 5854.103516
	Iteration 83Q: 3 clusters Score -1.855826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130316 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -18558260.000000 Penalty: 5854.103516
	Iteration 84F: 3 clusters Score -1.855826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Entering Unmasked Estep 
Score: -1137108.750000 Penalty: 2243.597168
	Iteration 0F: 2 clusters Score -1137109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1130500.000000 Penalty: 4487.194336
	Iteration 0F: 3 clusters Score -1130500 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1132449.625000 Penalty: 4487.194336
	Iteration 1F: 3 clusters Score -1132450 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1132797.125000 Penalty: 4487.194336
	Iteration 2F: 3 clusters Score -1132797 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1133148.500000 Penalty: 4487.194336
	Iteration 3F: 3 clusters Score -1133148 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1133541.250000 Penalty: 4487.194336
	Iteration 4F: 3 clusters Score -1133541 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1133930.625000 Penalty: 4487.194336
	Iteration 5F: 3 clusters Score -1133931 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1134327.250000 Penalty: 4487.194336
	Iteration 6F: 3 clusters Score -1134327 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1134661.500000 Penalty: 4487.194336
	Iteration 7F: 3 clusters Score -1134662 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1134997.125000 Penalty: 4487.194336
	Iteration 8Q: 3 clusters Score -1134997 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1135290.750000 Penalty: 4487.194336
	Iteration 9Q: 3 clusters Score -1135291 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1135538.000000 Penalty: 4487.194336
	Iteration 10Q: 3 clusters Score -1135538 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1135728.875000 Penalty: 4487.194336
	Iteration 11Q: 3 clusters Score -1135729 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1135873.500000 Penalty: 4487.194336
	Iteration 12Q: 3 clusters Score -1135874 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1135995.125000 Penalty: 4487.194336
	Iteration 13Q: 3 clusters Score -1135995 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1136109.000000 Penalty: 4487.194336
	Iteration 14Q: 3 clusters Score -1136109 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1136206.750000 Penalty: 4487.194336
	Iteration 15Q: 3 clusters Score -1136207 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1136299.500000 Penalty: 4487.194336
	Iteration 16Q: 3 clusters Score -1136300 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1136394.875000 Penalty: 4487.194336
	Iteration 17Q: 3 clusters Score -1136395 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1136489.000000 Penalty: 4487.194336
	Iteration 18Q: 3 clusters Score -1136489 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1136562.125000 Penalty: 4487.194336
	Iteration 19Q: 3 clusters Score -1136562 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1136606.000000 Penalty: 4487.194336
	Iteration 20F: 3 clusters Score -1136606 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1136640.500000 Penalty: 4487.194336
	Iteration 21Q: 3 clusters Score -1136640 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1136660.500000 Penalty: 4487.194336
	Iteration 22Q: 3 clusters Score -1136660 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1136675.625000 Penalty: 4487.194336
	Iteration 23Q: 3 clusters Score -1136676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1136690.125000 Penalty: 4487.194336
	Iteration 24Q: 3 clusters Score -1136690 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1136709.375000 Penalty: 4487.194336
	Iteration 25Q: 3 clusters Score -1136709 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1136725.875000 Penalty: 4487.194336
	Iteration 26Q: 3 clusters Score -1136726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1136738.000000 Penalty: 4487.194336
	Iteration 27Q: 3 clusters Score -1136738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1136748.000000 Penalty: 4487.194336
	Iteration 28Q: 3 clusters Score -1136748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1136759.125000 Penalty: 4487.194336
	Iteration 29Q: 3 clusters Score -1136759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1136763.875000 Penalty: 4487.194336
	Iteration 30Q: 3 clusters Score -1136764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1136769.250000 Penalty: 4487.194336
	Iteration 31Q: 3 clusters Score -1136769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1136775.250000 Penalty: 4487.194336
	Iteration 32Q: 3 clusters Score -1136775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1136777.375000 Penalty: 4487.194336
	Iteration 33Q: 3 clusters Score -1136777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1136783.250000 Penalty: 4487.194336
	Iteration 34Q: 3 clusters Score -1136783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1136789.625000 Penalty: 4487.194336
	Iteration 35Q: 3 clusters Score -1136790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1136793.125000 Penalty: 4487.194336
	Iteration 36Q: 3 clusters Score -1136793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1136795.250000 Penalty: 4487.194336
	Iteration 37Q: 3 clusters Score -1136795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1136798.500000 Penalty: 4487.194336
	Iteration 38Q: 3 clusters Score -1136798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1136798.750000 Penalty: 4487.194336
	Iteration 39Q: 3 clusters Score -1136799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1136803.875000 Penalty: 4487.194336
	Iteration 40F: 3 clusters Score -1136804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1136801.625000 Penalty: 4487.194336
	Iteration 41Q: 3 clusters Score -1136802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1136809.375000 Penalty: 4487.194336
	Iteration 42Q: 3 clusters Score -1136809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1136812.500000 Penalty: 4487.194336
	Iteration 43Q: 3 clusters Score -1136812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1136816.000000 Penalty: 4487.194336
	Iteration 44Q: 3 clusters Score -1136816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1136816.750000 Penalty: 4487.194336
	Iteration 45Q: 3 clusters Score -1136817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1136816.000000 Penalty: 4487.194336
	Iteration 46Q: 3 clusters Score -1136816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1136818.000000 Penalty: 4487.194336
	Iteration 47Q: 3 clusters Score -1136818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1136817.250000 Penalty: 4487.194336
	Iteration 48Q: 3 clusters Score -1136817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1136818.750000 Penalty: 4487.194336
	Iteration 49Q: 3 clusters Score -1136819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1136819.625000 Penalty: 4487.194336
	Iteration 50Q: 3 clusters Score -1136820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1136819.625000 Penalty: 4487.194336
	Iteration 51F: 3 clusters Score -1136820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Entering Unmasked Estep 
Score: -2936054.250000 Penalty: 2485.825439
	Iteration 0F: 2 clusters Score -2936054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2920367.000000 Penalty: 4971.650879
	Iteration 0F: 3 clusters Score -2920367 nChanged 9992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2925845.500000 Penalty: 4971.650879
	Iteration 1F: 3 clusters Score -2925846 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2926481.250000 Penalty: 4971.650879
	Iteration 2F: 3 clusters Score -2926481 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2927108.250000 Penalty: 4971.650879
	Iteration 3F: 3 clusters Score -2927108 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2927715.000000 Penalty: 4971.650879
	Iteration 4F: 3 clusters Score -2927715 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2928302.500000 Penalty: 4971.650879
	Iteration 5F: 3 clusters Score -2928302 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2928946.000000 Penalty: 4971.650879
	Iteration 6F: 3 clusters Score -2928946 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2929570.000000 Penalty: 4971.650879
	Iteration 7F: 3 clusters Score -2929570 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2930094.750000 Penalty: 4971.650879
	Iteration 8Q: 3 clusters Score -2930095 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2930526.500000 Penalty: 4971.650879
	Iteration 9Q: 3 clusters Score -2930526 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2930876.750000 Penalty: 4971.650879
	Iteration 10Q: 3 clusters Score -2930877 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2931227.750000 Penalty: 4971.650879
	Iteration 11Q: 3 clusters Score -2931228 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -2931584.000000 Penalty: 4971.650879
	Iteration 12Q: 3 clusters Score -2931584 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2931995.500000 Penalty: 4971.650879
	Iteration 13Q: 3 clusters Score -2931996 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2932430.500000 Penalty: 4971.650879
	Iteration 14Q: 3 clusters Score -2932430 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -2932895.000000 Penalty: 4971.650879
	Iteration 15Q: 3 clusters Score -2932895 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2933321.000000 Penalty: 4971.650879
	Iteration 16Q: 3 clusters Score -2933321 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2933675.750000 Penalty: 4971.650879
	Iteration 17Q: 3 clusters Score -2933676 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2933961.500000 Penalty: 4971.650879
	Iteration 18Q: 3 clusters Score -2933962 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2934229.750000 Penalty: 4971.650879
	Iteration 19Q: 3 clusters Score -2934230 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2934449.500000 Penalty: 4971.650879
	Iteration 20F: 3 clusters Score -2934450 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2934654.750000 Penalty: 4971.650879
	Iteration 21Q: 3 clusters Score -2934655 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2934835.500000 Penalty: 4971.650879
	Iteration 22Q: 3 clusters Score -2934836 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2934981.750000 Penalty: 4971.650879
	Iteration 23Q: 3 clusters Score -2934982 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2935102.750000 Penalty: 4971.650879
	Iteration 24Q: 3 clusters Score -2935103 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2935187.500000 Penalty: 4971.650879
	Iteration 25Q: 3 clusters Score -2935188 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2935255.250000 Penalty: 4971.650879
	Iteration 26Q: 3 clusters Score -2935255 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2935314.500000 Penalty: 4971.650879
	Iteration 27Q: 3 clusters Score -2935314 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2935374.750000 Penalty: 4971.650879
	Iteration 28Q: 3 clusters Score -2935375 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2935425.500000 Penalty: 4971.650879
	Iteration 29Q: 3 clusters Score -2935426 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2935480.500000 Penalty: 4971.650879
	Iteration 30Q: 3 clusters Score -2935480 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2935523.500000 Penalty: 4971.650879
	Iteration 31Q: 3 clusters Score -2935524 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2935550.750000 Penalty: 4971.650879
	Iteration 32Q: 3 clusters Score -2935551 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2935589.000000 Penalty: 4971.650879
	Iteration 33Q: 3 clusters Score -2935589 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2935616.000000 Penalty: 4971.650879
	Iteration 34Q: 3 clusters Score -2935616 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -2935627.250000 Penalty: 4971.650879
	Iteration 35Q: 3 clusters Score -2935627 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2935630.000000 Penalty: 4971.650879
	Iteration 36Q: 3 clusters Score -2935630 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2935652.500000 Penalty: 4971.650879
	Iteration 37Q: 3 clusters Score -2935652 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -2935656.750000 Penalty: 4971.650879
	Iteration 38Q: 3 clusters Score -2935657 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2935666.750000 Penalty: 4971.650879
	Iteration 39Q: 3 clusters Score -2935667 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -2935675.750000 Penalty: 4971.650879
	Iteration 40F: 3 clusters Score -2935676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2935687.250000 Penalty: 4971.650879
	Iteration 41Q: 3 clusters Score -2935687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -2935691.250000 Penalty: 4971.650879
	Iteration 42Q: 3 clusters Score -2935691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2935702.500000 Penalty: 4971.650879
	Iteration 43Q: 3 clusters Score -2935702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2935705.750000 Penalty: 4971.650879
	Iteration 44Q: 3 clusters Score -2935706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2935709.750000 Penalty: 4971.650879
	Iteration 45Q: 3 clusters Score -2935710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2935711.750000 Penalty: 4971.650879
	Iteration 46Q: 3 clusters Score -2935712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2935710.500000 Penalty: 4971.650879
	Iteration 47Q: 3 clusters Score -2935710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2935713.000000 Penalty: 4971.650879
	Iteration 48Q: 3 clusters Score -2935713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -2935721.250000 Penalty: 4971.650879
	Iteration 49Q: 3 clusters Score -2935721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2935721.750000 Penalty: 4971.650879
	Iteration 50Q: 3 clusters Score -2935722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2935717.750000 Penalty: 4971.650879
	Iteration 51Q: 3 clusters Score -2935718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -2935718.250000 Penalty: 4971.650879
	Iteration 52Q: 3 clusters Score -2935718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2935719.000000 Penalty: 4971.650879
	Iteration 53Q: 3 clusters Score -2935719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2935723.250000 Penalty: 4971.650879
	Iteration 54Q: 3 clusters Score -2935723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2935725.250000 Penalty: 4971.650879
	Iteration 55Q: 3 clusters Score -2935725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2935725.250000 Penalty: 4971.650879
	Iteration 56F: 3 clusters Score -2935725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Entering Unmasked Estep 
Score: -6609371.500000 Penalty: 2667.928223
	Iteration 0F: 2 clusters Score -6609372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -6577641.000000 Penalty: 5335.856445
	Iteration 0F: 3 clusters Score -6577641 nChanged 21694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -6589418.500000 Penalty: 5335.856445
	Iteration 1F: 3 clusters Score -6589418 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -6589963.500000 Penalty: 5335.856445
	Iteration 2Q: 3 clusters Score -6589964 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -6590424.500000 Penalty: 5335.856445
	Iteration 3Q: 3 clusters Score -6590424 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -6590887.500000 Penalty: 5335.856445
	Iteration 4Q: 3 clusters Score -6590888 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -6591352.000000 Penalty: 5335.856445
	Iteration 5Q: 3 clusters Score -6591352 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -6591809.500000 Penalty: 5335.856445
	Iteration 6Q: 3 clusters Score -6591810 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -6592382.000000 Penalty: 5335.856445
	Iteration 7Q: 3 clusters Score -6592382 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -6593173.500000 Penalty: 5335.856445
	Iteration 8Q: 3 clusters Score -6593174 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -6594247.500000 Penalty: 5335.856445
	Iteration 9Q: 3 clusters Score -6594248 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -6595716.500000 Penalty: 5335.856445
	Iteration 10F: 3 clusters Score -6595716 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -6597602.000000 Penalty: 5335.856445
	Iteration 11F: 3 clusters Score -6597602 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -6599792.000000 Penalty: 5335.856445
	Iteration 12F: 3 clusters Score -6599792 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -6601920.500000 Penalty: 5335.856445
	Iteration 13F: 3 clusters Score -6601920 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -6603700.000000 Penalty: 5335.856445
	Iteration 14Q: 3 clusters Score -6603700 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -6604982.000000 Penalty: 5335.856445
	Iteration 15Q: 3 clusters Score -6604982 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -6605882.500000 Penalty: 5335.856445
	Iteration 16Q: 3 clusters Score -6605882 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -6606378.000000 Penalty: 5335.856445
	Iteration 17Q: 3 clusters Score -6606378 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -6606655.000000 Penalty: 5335.856445
	Iteration 18Q: 3 clusters Score -6606655 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -6606812.500000 Penalty: 5335.856445
	Iteration 19Q: 3 clusters Score -6606812 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -6606896.000000 Penalty: 5335.856445
	Iteration 20F: 3 clusters Score -6606896 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -6606955.500000 Penalty: 5335.856445
	Iteration 21Q: 3 clusters Score -6606956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -6607009.000000 Penalty: 5335.856445
	Iteration 22Q: 3 clusters Score -6607009 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -6607041.000000 Penalty: 5335.856445
	Iteration 23Q: 3 clusters Score -6607041 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -6607065.500000 Penalty: 5335.856445
	Iteration 24Q: 3 clusters Score -6607066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -6607092.000000 Penalty: 5335.856445
	Iteration 25Q: 3 clusters Score -6607092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -6607096.500000 Penalty: 5335.856445
	Iteration 26Q: 3 clusters Score -6607096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -6607108.000000 Penalty: 5335.856445
	Iteration 27Q: 3 clusters Score -6607108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -6607116.500000 Penalty: 5335.856445
	Iteration 28Q: 3 clusters Score -6607116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -6607125.500000 Penalty: 5335.856445
	Iteration 29Q: 3 clusters Score -6607126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -6607130.000000 Penalty: 5335.856445
	Iteration 30Q: 3 clusters Score -6607130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -6607139.000000 Penalty: 5335.856445
	Iteration 31Q: 3 clusters Score -6607139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -6607135.500000 Penalty: 5335.856445
	Iteration 32Q: 3 clusters Score -6607136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -6607135.500000 Penalty: 5335.856445
	Iteration 33Q: 3 clusters Score -6607136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -6607135.000000 Penalty: 5335.856445
	Iteration 34Q: 3 clusters Score -6607135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -6607143.000000 Penalty: 5335.856445
	Iteration 35Q: 3 clusters Score -6607143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -6607143.000000 Penalty: 5335.856445
	Iteration 36F: 3 clusters Score -6607143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -76232.664062 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -76232.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74645.578125 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -74645.58 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74861.578125 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -74861.58 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74957.125000 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -74957.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74990.000000 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -74990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75019.031250 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -75019.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -75036.593750 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -75036.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -75055.562500 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -75055.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75075.195312 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -75075.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -75097.898438 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -75097.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -75123.570312 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -75123.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -75147.671875 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -75147.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -75168.265625 Penalty: 3178.630371
	Iteration 11Q: 3 clusters Score -75168.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -75176.835938 Penalty: 3178.630371
	Iteration 12Q: 3 clusters Score -75176.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -75189.914062 Penalty: 3178.630371
	Iteration 13Q: 3 clusters Score -75189.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -75223.468750 Penalty: 3178.630371
	Iteration 14Q: 3 clusters Score -75223.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -75233.125000 Penalty: 3178.630371
	Iteration 15Q: 3 clusters Score -75233.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -75243.156250 Penalty: 3178.630371
	Iteration 16Q: 3 clusters Score -75243.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -75256.406250 Penalty: 3178.630371
	Iteration 17Q: 3 clusters Score -75256.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -75265.148438 Penalty: 3178.630371
	Iteration 18Q: 3 clusters Score -75265.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -75292.117188 Penalty: 3178.630371
	Iteration 19Q: 3 clusters Score -75292.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -75320.289062 Penalty: 3178.630371
	Iteration 20F: 3 clusters Score -75320.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -75434.742188 Penalty: 3178.630371
	Iteration 21Q: 3 clusters Score -75434.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -75640.460938 Penalty: 3178.630371
	Iteration 22Q: 3 clusters Score -75640.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -75838.781250 Penalty: 3178.630371
	Iteration 23Q: 3 clusters Score -75838.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -75931.070312 Penalty: 3178.630371
	Iteration 24Q: 3 clusters Score -75931.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -75977.515625 Penalty: 3178.630371
	Iteration 25Q: 3 clusters Score -75977.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -75996.859375 Penalty: 3178.630371
	Iteration 26Q: 3 clusters Score -75996.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -76013.734375 Penalty: 3178.630371
	Iteration 27Q: 3 clusters Score -76013.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -76025.570312 Penalty: 3178.630371
	Iteration 28Q: 3 clusters Score -76025.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -76035.742188 Penalty: 3178.630371
	Iteration 29Q: 3 clusters Score -76035.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -76042.398438 Penalty: 3178.630371
	Iteration 30Q: 3 clusters Score -76042.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -76046.046875 Penalty: 3178.630371
	Iteration 31Q: 3 clusters Score -76046.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -76058.257812 Penalty: 3178.630371
	Iteration 32Q: 3 clusters Score -76058.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -76078.015625 Penalty: 3178.630371
	Iteration 33Q: 3 clusters Score -76078.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -76080.625000 Penalty: 3178.630371
	Iteration 34Q: 3 clusters Score -76080.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -76080.625000 Penalty: 3178.630371
	Iteration 35F: 3 clusters Score -76080.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Entering Unmasked Estep 
Score: -3563427.500000 Penalty: 2521.902588
	Iteration 0F: 2 clusters Score -3563428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -3545435.250000 Penalty: 5043.805176
	Iteration 0F: 3 clusters Score -3545435 nChanged 11631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -3551640.250000 Penalty: 5043.805176
	Iteration 1F: 3 clusters Score -3551640 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -3552216.250000 Penalty: 5043.805176
	Iteration 2F: 3 clusters Score -3552216 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3552781.750000 Penalty: 5043.805176
	Iteration 3Q: 3 clusters Score -3552782 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -3553479.500000 Penalty: 5043.805176
	Iteration 4Q: 3 clusters Score -3553480 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -3554261.750000 Penalty: 5043.805176
	Iteration 5F: 3 clusters Score -3554262 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3555071.250000 Penalty: 5043.805176
	Iteration 6F: 3 clusters Score -3555071 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3555923.750000 Penalty: 5043.805176
	Iteration 7F: 3 clusters Score -3555924 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -3556800.500000 Penalty: 5043.805176
	Iteration 8F: 3 clusters Score -3556800 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -3557698.750000 Penalty: 5043.805176
	Iteration 9Q: 3 clusters Score -3557699 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -3558493.750000 Penalty: 5043.805176
	Iteration 10Q: 3 clusters Score -3558494 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -3559163.500000 Penalty: 5043.805176
	Iteration 11Q: 3 clusters Score -3559164 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -3559680.250000 Penalty: 5043.805176
	Iteration 12Q: 3 clusters Score -3559680 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3560030.250000 Penalty: 5043.805176
	Iteration 13Q: 3 clusters Score -3560030 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -3560276.250000 Penalty: 5043.805176
	Iteration 14Q: 3 clusters Score -3560276 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -3560453.500000 Penalty: 5043.805176
	Iteration 15Q: 3 clusters Score -3560454 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -3560605.000000 Penalty: 5043.805176
	Iteration 16Q: 3 clusters Score -3560605 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -3560725.500000 Penalty: 5043.805176
	Iteration 17Q: 3 clusters Score -3560726 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -3560824.000000 Penalty: 5043.805176
	Iteration 18Q: 3 clusters Score -3560824 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -3560934.750000 Penalty: 5043.805176
	Iteration 19Q: 3 clusters Score -3560935 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -3561039.000000 Penalty: 5043.805176
	Iteration 20F: 3 clusters Score -3561039 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -3561113.000000 Penalty: 5043.805176
	Iteration 21Q: 3 clusters Score -3561113 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -3561147.000000 Penalty: 5043.805176
	Iteration 22Q: 3 clusters Score -3561147 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -3561192.250000 Penalty: 5043.805176
	Iteration 23Q: 3 clusters Score -3561192 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3561211.500000 Penalty: 5043.805176
	Iteration 24Q: 3 clusters Score -3561212 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -3561236.750000 Penalty: 5043.805176
	Iteration 25Q: 3 clusters Score -3561237 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -3561272.750000 Penalty: 5043.805176
	Iteration 26Q: 3 clusters Score -3561273 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -3561304.500000 Penalty: 5043.805176
	Iteration 27Q: 3 clusters Score -3561304 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -3561325.000000 Penalty: 5043.805176
	Iteration 28Q: 3 clusters Score -3561325 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -3561338.000000 Penalty: 5043.805176
	Iteration 29Q: 3 clusters Score -3561338 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -3561349.250000 Penalty: 5043.805176
	Iteration 30Q: 3 clusters Score -3561349 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -3561363.250000 Penalty: 5043.805176
	Iteration 31Q: 3 clusters Score -3561363 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -3561370.000000 Penalty: 5043.805176
	Iteration 32Q: 3 clusters Score -3561370 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -3561375.750000 Penalty: 5043.805176
	Iteration 33Q: 3 clusters Score -3561376 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -3561381.000000 Penalty: 5043.805176
	Iteration 34Q: 3 clusters Score -3561381 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -3561389.750000 Penalty: 5043.805176
	Iteration 35Q: 3 clusters Score -3561390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -3561403.000000 Penalty: 5043.805176
	Iteration 36Q: 3 clusters Score -3561403 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -3561393.750000 Penalty: 5043.805176
	Iteration 37Q: 3 clusters Score -3561394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -3561391.750000 Penalty: 5043.805176
	Iteration 38Q: 3 clusters Score -3561392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -3561400.750000 Penalty: 5043.805176
	Iteration 39Q: 3 clusters Score -3561401 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -3561404.250000 Penalty: 5043.805176
	Iteration 40F: 3 clusters Score -3561404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -3561404.000000 Penalty: 5043.805176
	Iteration 41Q: 3 clusters Score -3561404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -3561402.750000 Penalty: 5043.805176
	Iteration 42Q: 3 clusters Score -3561403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -3561408.250000 Penalty: 5043.805176
	Iteration 43Q: 3 clusters Score -3561408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -3561404.750000 Penalty: 5043.805176
	Iteration 44Q: 3 clusters Score -3561405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -3561401.500000 Penalty: 5043.805176
	Iteration 45Q: 3 clusters Score -3561402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -3561405.000000 Penalty: 5043.805176
	Iteration 46Q: 3 clusters Score -3561405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3561405.750000 Penalty: 5043.805176
	Iteration 47Q: 3 clusters Score -3561406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3561404.750000 Penalty: 5043.805176
	Iteration 48Q: 3 clusters Score -3561405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3561399.500000 Penalty: 5043.805176
	Iteration 49Q: 3 clusters Score -3561400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -3561408.250000 Penalty: 5043.805176
	Iteration 50Q: 3 clusters Score -3561408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3561407.000000 Penalty: 5043.805176
	Iteration 51Q: 3 clusters Score -3561407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -3561404.250000 Penalty: 5043.805176
	Iteration 52Q: 3 clusters Score -3561404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -3561406.250000 Penalty: 5043.805176
	Iteration 53Q: 3 clusters Score -3561406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -3561410.000000 Penalty: 5043.805176
	Iteration 54Q: 3 clusters Score -3561410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -3561408.500000 Penalty: 5043.805176
	Iteration 55Q: 3 clusters Score -3561408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -3561409.500000 Penalty: 5043.805176
	Iteration 56Q: 3 clusters Score -3561410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -3561410.250000 Penalty: 5043.805176
	Iteration 57Q: 3 clusters Score -3561410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -3561410.250000 Penalty: 5043.805176
	Iteration 58F: 3 clusters Score -3561410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (129755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129755 members 
Entering Unmasked Estep 
Score: -18153774.000000 Penalty: 2919.803955
	Iteration 0F: 2 clusters Score -1.815377e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65249 members 
Mstep: Class 2 contains 64506 members 
Entering Unmasked Estep 
Score: -18069166.000000 Penalty: 5839.607910
	Iteration 0F: 3 clusters Score -1.806917e+07 nChanged 61801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70108 members 
Mstep: Class 2 contains 59647 members 
Entering Unmasked Estep 
Score: -18105302.000000 Penalty: 5839.607910
	Iteration 1F: 3 clusters Score -1.81053e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72957 members 
Mstep: Class 2 contains 56798 members 
Entering Unmasked Estep 
Score: -18106728.000000 Penalty: 5839.607910
	Iteration 2Q: 3 clusters Score -1.810673e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77277 members 
Mstep: Class 2 contains 52478 members 
Entering Unmasked Estep 
Score: -18108942.000000 Penalty: 5839.607910
	Iteration 3Q: 3 clusters Score -1.810894e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83513 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -18112938.000000 Penalty: 5839.607910
	Iteration 4F: 3 clusters Score -1.811294e+07 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91980 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -18119192.000000 Penalty: 5839.607910
	Iteration 5F: 3 clusters Score -1.811919e+07 nChanged 10202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102058 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -18127792.000000 Penalty: 5839.607910
	Iteration 6F: 3 clusters Score -1.812779e+07 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112001 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -18136796.000000 Penalty: 5839.607910
	Iteration 7F: 3 clusters Score -1.81368e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119659 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -18143316.000000 Penalty: 5839.607910
	Iteration 8F: 3 clusters Score -1.814332e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124346 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -18147178.000000 Penalty: 5839.607910
	Iteration 9Q: 3 clusters Score -1.814718e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126887 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -18149190.000000 Penalty: 5839.607910
	Iteration 10Q: 3 clusters Score -1.814919e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128152 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -18150134.000000 Penalty: 5839.607910
	Iteration 11Q: 3 clusters Score -1.815013e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128763 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -18150662.000000 Penalty: 5839.607910
	Iteration 12Q: 3 clusters Score -1.815066e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129023 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -18150872.000000 Penalty: 5839.607910
	Iteration 13Q: 3 clusters Score -1.815087e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129158 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -18151032.000000 Penalty: 5839.607910
	Iteration 14Q: 3 clusters Score -1.815103e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129226 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -18151092.000000 Penalty: 5839.607910
	Iteration 15Q: 3 clusters Score -1.815109e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129267 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -18151132.000000 Penalty: 5839.607910
	Iteration 16Q: 3 clusters Score -1.815113e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129297 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -18151170.000000 Penalty: 5839.607910
	Iteration 17Q: 3 clusters Score -1.815117e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129313 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -18151190.000000 Penalty: 5839.607910
	Iteration 18Q: 3 clusters Score -1.815119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129320 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -18151198.000000 Penalty: 5839.607910
	Iteration 19Q: 3 clusters Score -1.81512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129323 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -18151218.000000 Penalty: 5839.607910
	Iteration 20F: 3 clusters Score -1.815122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129326 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -18151230.000000 Penalty: 5839.607910
	Iteration 21Q: 3 clusters Score -1.815123e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129329 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -18151228.000000 Penalty: 5839.607910
	Iteration 22Q: 3 clusters Score -1.815123e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129335 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -18151256.000000 Penalty: 5839.607910
	Iteration 23Q: 3 clusters Score -1.815126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129341 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -18151264.000000 Penalty: 5839.607910
	Iteration 24Q: 3 clusters Score -1.815126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129346 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -18151270.000000 Penalty: 5839.607910
	Iteration 25Q: 3 clusters Score -1.815127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129355 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -18151288.000000 Penalty: 5839.607910
	Iteration 26Q: 3 clusters Score -1.815129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129359 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -18151300.000000 Penalty: 5839.607910
	Iteration 27Q: 3 clusters Score -1.81513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129359 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -18151286.000000 Penalty: 5839.607910
	Iteration 28Q: 3 clusters Score -1.815129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129362 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -18151290.000000 Penalty: 5839.607910
	Iteration 29Q: 3 clusters Score -1.815129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129363 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -18151300.000000 Penalty: 5839.607910
	Iteration 30Q: 3 clusters Score -1.81513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129363 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -18151300.000000 Penalty: 5839.607910
	Iteration 31F: 3 clusters Score -1.81513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Entering Unmasked Estep 
Score: -994176.562500 Penalty: 2209.322754
	Iteration 0F: 2 clusters Score -994176.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -988122.187500 Penalty: 4418.645508
	Iteration 0F: 3 clusters Score -988122.2 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -989870.625000 Penalty: 4418.645508
	Iteration 1F: 3 clusters Score -989870.6 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -990421.000000 Penalty: 4418.645508
	Iteration 2F: 3 clusters Score -990421 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -991079.187500 Penalty: 4418.645508
	Iteration 3F: 3 clusters Score -991079.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -991767.437500 Penalty: 4418.645508
	Iteration 4F: 3 clusters Score -991767.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -992296.250000 Penalty: 4418.645508
	Iteration 5F: 3 clusters Score -992296.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -992667.875000 Penalty: 4418.645508
	Iteration 6F: 3 clusters Score -992667.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -992969.312500 Penalty: 4418.645508
	Iteration 7Q: 3 clusters Score -992969.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -993176.500000 Penalty: 4418.645508
	Iteration 8Q: 3 clusters Score -993176.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -993318.000000 Penalty: 4418.645508
	Iteration 9Q: 3 clusters Score -993318 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -993433.125000 Penalty: 4418.645508
	Iteration 10Q: 3 clusters Score -993433.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -993511.375000 Penalty: 4418.645508
	Iteration 11Q: 3 clusters Score -993511.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -993564.000000 Penalty: 4418.645508
	Iteration 12Q: 3 clusters Score -993564 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -993620.375000 Penalty: 4418.645508
	Iteration 13Q: 3 clusters Score -993620.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -993671.750000 Penalty: 4418.645508
	Iteration 14Q: 3 clusters Score -993671.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -993736.000000 Penalty: 4418.645508
	Iteration 15Q: 3 clusters Score -993736 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -993785.500000 Penalty: 4418.645508
	Iteration 16Q: 3 clusters Score -993785.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -993815.312500 Penalty: 4418.645508
	Iteration 17Q: 3 clusters Score -993815.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -993828.437500 Penalty: 4418.645508
	Iteration 18Q: 3 clusters Score -993828.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -993839.375000 Penalty: 4418.645508
	Iteration 19Q: 3 clusters Score -993839.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -993844.562500 Penalty: 4418.645508
	Iteration 20F: 3 clusters Score -993844.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -993848.625000 Penalty: 4418.645508
	Iteration 21Q: 3 clusters Score -993848.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -993848.062500 Penalty: 4418.645508
	Iteration 22Q: 3 clusters Score -993848.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -993849.625000 Penalty: 4418.645508
	Iteration 23Q: 3 clusters Score -993849.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -993850.125000 Penalty: 4418.645508
	Iteration 24Q: 3 clusters Score -993850.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -993851.187500 Penalty: 4418.645508
	Iteration 25Q: 3 clusters Score -993851.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -993853.125000 Penalty: 4418.645508
	Iteration 26Q: 3 clusters Score -993853.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -993853.250000 Penalty: 4418.645508
	Iteration 27Q: 3 clusters Score -993853.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -993855.312500 Penalty: 4418.645508
	Iteration 28Q: 3 clusters Score -993855.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -993854.562500 Penalty: 4418.645508
	Iteration 29Q: 3 clusters Score -993854.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -993855.500000 Penalty: 4418.645508
	Iteration 30Q: 3 clusters Score -993855.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -993856.375000 Penalty: 4418.645508
	Iteration 31Q: 3 clusters Score -993856.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -993857.062500 Penalty: 4418.645508
	Iteration 32Q: 3 clusters Score -993857.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -993857.062500 Penalty: 4418.645508
	Iteration 33F: 3 clusters Score -993857.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Entering Unmasked Estep 
Score: -763075.375000 Penalty: 2139.259766
	Iteration 0F: 2 clusters Score -763075.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -758145.250000 Penalty: 4278.519531
	Iteration 0F: 3 clusters Score -758145.2 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -759353.750000 Penalty: 4278.519531
	Iteration 1F: 3 clusters Score -759353.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -759562.062500 Penalty: 4278.519531
	Iteration 2F: 3 clusters Score -759562.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -759723.187500 Penalty: 4278.519531
	Iteration 3F: 3 clusters Score -759723.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -759863.812500 Penalty: 4278.519531
	Iteration 4Q: 3 clusters Score -759863.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -759986.875000 Penalty: 4278.519531
	Iteration 5Q: 3 clusters Score -759986.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -760106.000000 Penalty: 4278.519531
	Iteration 6Q: 3 clusters Score -760106 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -760232.875000 Penalty: 4278.519531
	Iteration 7Q: 3 clusters Score -760232.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -760391.875000 Penalty: 4278.519531
	Iteration 8Q: 3 clusters Score -760391.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -760596.562500 Penalty: 4278.519531
	Iteration 9Q: 3 clusters Score -760596.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -760822.937500 Penalty: 4278.519531
	Iteration 10Q: 3 clusters Score -760822.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -761035.562500 Penalty: 4278.519531
	Iteration 11Q: 3 clusters Score -761035.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -761246.187500 Penalty: 4278.519531
	Iteration 12Q: 3 clusters Score -761246.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -761431.625000 Penalty: 4278.519531
	Iteration 13Q: 3 clusters Score -761431.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -761596.875000 Penalty: 4278.519531
	Iteration 14Q: 3 clusters Score -761596.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -761707.375000 Penalty: 4278.519531
	Iteration 15Q: 3 clusters Score -761707.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -761801.125000 Penalty: 4278.519531
	Iteration 16Q: 3 clusters Score -761801.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -761859.062500 Penalty: 4278.519531
	Iteration 17Q: 3 clusters Score -761859.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -761890.500000 Penalty: 4278.519531
	Iteration 18Q: 3 clusters Score -761890.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -761906.437500 Penalty: 4278.519531
	Iteration 19Q: 3 clusters Score -761906.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -761922.375000 Penalty: 4278.519531
	Iteration 20F: 3 clusters Score -761922.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -761928.250000 Penalty: 4278.519531
	Iteration 21Q: 3 clusters Score -761928.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -761933.062500 Penalty: 4278.519531
	Iteration 22Q: 3 clusters Score -761933.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -761936.437500 Penalty: 4278.519531
	Iteration 23Q: 3 clusters Score -761936.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -761939.750000 Penalty: 4278.519531
	Iteration 24Q: 3 clusters Score -761939.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -761944.312500 Penalty: 4278.519531
	Iteration 25Q: 3 clusters Score -761944.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -761945.187500 Penalty: 4278.519531
	Iteration 26Q: 3 clusters Score -761945.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -761949.375000 Penalty: 4278.519531
	Iteration 27Q: 3 clusters Score -761949.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -761952.250000 Penalty: 4278.519531
	Iteration 28Q: 3 clusters Score -761952.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -761955.000000 Penalty: 4278.519531
	Iteration 29Q: 3 clusters Score -761955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -761954.375000 Penalty: 4278.519531
	Iteration 30Q: 3 clusters Score -761954.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -761954.875000 Penalty: 4278.519531
	Iteration 31Q: 3 clusters Score -761954.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -761954.625000 Penalty: 4278.519531
	Iteration 32Q: 3 clusters Score -761954.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -761954.312500 Penalty: 4278.519531
	Iteration 33Q: 3 clusters Score -761954.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -761954.500000 Penalty: 4278.519531
	Iteration 34Q: 3 clusters Score -761954.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -761956.000000 Penalty: 4278.519531
	Iteration 35Q: 3 clusters Score -761956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -761958.250000 Penalty: 4278.519531
	Iteration 36Q: 3 clusters Score -761958.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -761959.062500 Penalty: 4278.519531
	Iteration 37Q: 3 clusters Score -761959.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -761960.062500 Penalty: 4278.519531
	Iteration 38Q: 3 clusters Score -761960.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -761960.125000 Penalty: 4278.519531
	Iteration 39Q: 3 clusters Score -761960.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -761960.375000 Penalty: 4278.519531
	Iteration 40F: 3 clusters Score -761960.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -761961.187500 Penalty: 4278.519531
	Iteration 41Q: 3 clusters Score -761961.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -761961.812500 Penalty: 4278.519531
	Iteration 42Q: 3 clusters Score -761961.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -761962.500000 Penalty: 4278.519531
	Iteration 43Q: 3 clusters Score -761962.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -761963.125000 Penalty: 4278.519531
	Iteration 44Q: 3 clusters Score -761963.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -761963.125000 Penalty: 4278.519531
	Iteration 45F: 3 clusters Score -761963.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Entering Unmasked Estep 
Score: -1031619.750000 Penalty: 2213.644531
	Iteration 0F: 2 clusters Score -1031620 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 3758 members 
Entering Unmasked Estep 
Score: -1025584.125000 Penalty: 4427.289062
	Iteration 0F: 3 clusters Score -1025584 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1027151.000000 Penalty: 4427.289062
	Iteration 1F: 3 clusters Score -1027151 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1027389.312500 Penalty: 4427.289062
	Iteration 2F: 3 clusters Score -1027389 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1027548.750000 Penalty: 4427.289062
	Iteration 3Q: 3 clusters Score -1027549 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1027647.750000 Penalty: 4427.289062
	Iteration 4Q: 3 clusters Score -1027648 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1027711.312500 Penalty: 4427.289062
	Iteration 5Q: 3 clusters Score -1027711 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1027761.125000 Penalty: 4427.289062
	Iteration 6Q: 3 clusters Score -1027761 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1027817.562500 Penalty: 4427.289062
	Iteration 7Q: 3 clusters Score -1027818 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1027879.687500 Penalty: 4427.289062
	Iteration 8Q: 3 clusters Score -1027880 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1027949.187500 Penalty: 4427.289062
	Iteration 9Q: 3 clusters Score -1027949 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1028027.312500 Penalty: 4427.289062
	Iteration 10Q: 3 clusters Score -1028027 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1028131.375000 Penalty: 4427.289062
	Iteration 11Q: 3 clusters Score -1028131 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1028264.250000 Penalty: 4427.289062
	Iteration 12Q: 3 clusters Score -1028264 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1028424.750000 Penalty: 4427.289062
	Iteration 13Q: 3 clusters Score -1028425 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1028591.062500 Penalty: 4427.289062
	Iteration 14Q: 3 clusters Score -1028591 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1028769.062500 Penalty: 4427.289062
	Iteration 15Q: 3 clusters Score -1028769 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1028943.187500 Penalty: 4427.289062
	Iteration 16Q: 3 clusters Score -1028943 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1029066.625000 Penalty: 4427.289062
	Iteration 17Q: 3 clusters Score -1029067 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1029190.875000 Penalty: 4427.289062
	Iteration 18Q: 3 clusters Score -1029191 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1029289.312500 Penalty: 4427.289062
	Iteration 19Q: 3 clusters Score -1029289 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1029394.312500 Penalty: 4427.289062
	Iteration 20F: 3 clusters Score -1029394 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1029486.625000 Penalty: 4427.289062
	Iteration 21Q: 3 clusters Score -1029487 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1029556.937500 Penalty: 4427.289062
	Iteration 22Q: 3 clusters Score -1029557 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1029618.437500 Penalty: 4427.289062
	Iteration 23Q: 3 clusters Score -1029618 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1029686.687500 Penalty: 4427.289062
	Iteration 24Q: 3 clusters Score -1029687 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1029737.000000 Penalty: 4427.289062
	Iteration 25Q: 3 clusters Score -1029737 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1029793.375000 Penalty: 4427.289062
	Iteration 26Q: 3 clusters Score -1029793 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1029844.750000 Penalty: 4427.289062
	Iteration 27Q: 3 clusters Score -1029845 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1029879.687500 Penalty: 4427.289062
	Iteration 28Q: 3 clusters Score -1029880 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1029910.312500 Penalty: 4427.289062
	Iteration 29Q: 3 clusters Score -1029910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1029937.312500 Penalty: 4427.289062
	Iteration 30Q: 3 clusters Score -1029937 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1029962.687500 Penalty: 4427.289062
	Iteration 31Q: 3 clusters Score -1029963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1029981.000000 Penalty: 4427.289062
	Iteration 32Q: 3 clusters Score -1029981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1029988.750000 Penalty: 4427.289062
	Iteration 33Q: 3 clusters Score -1029989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1029996.812500 Penalty: 4427.289062
	Iteration 34Q: 3 clusters Score -1029997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1030003.625000 Penalty: 4427.289062
	Iteration 35Q: 3 clusters Score -1030004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1030010.500000 Penalty: 4427.289062
	Iteration 36Q: 3 clusters Score -1030010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1030015.187500 Penalty: 4427.289062
	Iteration 37Q: 3 clusters Score -1030015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1030019.187500 Penalty: 4427.289062
	Iteration 38Q: 3 clusters Score -1030019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1030020.937500 Penalty: 4427.289062
	Iteration 39Q: 3 clusters Score -1030021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1030024.375000 Penalty: 4427.289062
	Iteration 40F: 3 clusters Score -1030024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1030025.062500 Penalty: 4427.289062
	Iteration 41Q: 3 clusters Score -1030025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1030025.062500 Penalty: 4427.289062
	Iteration 42Q: 3 clusters Score -1030025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1030025.062500 Penalty: 4427.289062
	Iteration 43F: 3 clusters Score -1030025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Entering Unmasked Estep 
Score: -6005720.000000 Penalty: 2649.030029
	Iteration 0F: 2 clusters Score -6005720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -5976322.000000 Penalty: 5298.060059
	Iteration 0F: 3 clusters Score -5976322 nChanged 19993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -5987412.000000 Penalty: 5298.060059
	Iteration 1F: 3 clusters Score -5987412 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -5988072.500000 Penalty: 5298.060059
	Iteration 2Q: 3 clusters Score -5988072 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -5988921.500000 Penalty: 5298.060059
	Iteration 3Q: 3 clusters Score -5988922 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -5989991.500000 Penalty: 5298.060059
	Iteration 4Q: 3 clusters Score -5989992 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -5991420.000000 Penalty: 5298.060059
	Iteration 5F: 3 clusters Score -5991420 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -5993430.000000 Penalty: 5298.060059
	Iteration 6F: 3 clusters Score -5993430 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -5995874.000000 Penalty: 5298.060059
	Iteration 7F: 3 clusters Score -5995874 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -5998317.500000 Penalty: 5298.060059
	Iteration 8F: 3 clusters Score -5998318 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -6000155.000000 Penalty: 5298.060059
	Iteration 9Q: 3 clusters Score -6000155 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -6001343.500000 Penalty: 5298.060059
	Iteration 10Q: 3 clusters Score -6001344 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -6002110.000000 Penalty: 5298.060059
	Iteration 11Q: 3 clusters Score -6002110 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -6002615.000000 Penalty: 5298.060059
	Iteration 12Q: 3 clusters Score -6002615 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6002898.000000 Penalty: 5298.060059
	Iteration 13Q: 3 clusters Score -6002898 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6003050.000000 Penalty: 5298.060059
	Iteration 14Q: 3 clusters Score -6003050 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6003167.500000 Penalty: 5298.060059
	Iteration 15Q: 3 clusters Score -6003168 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -6003265.500000 Penalty: 5298.060059
	Iteration 16Q: 3 clusters Score -6003266 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6003331.000000 Penalty: 5298.060059
	Iteration 17Q: 3 clusters Score -6003331 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6003369.000000 Penalty: 5298.060059
	Iteration 18Q: 3 clusters Score -6003369 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6003403.000000 Penalty: 5298.060059
	Iteration 19Q: 3 clusters Score -6003403 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6003431.000000 Penalty: 5298.060059
	Iteration 20F: 3 clusters Score -6003431 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6003443.500000 Penalty: 5298.060059
	Iteration 21Q: 3 clusters Score -6003444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6003467.500000 Penalty: 5298.060059
	Iteration 22Q: 3 clusters Score -6003468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6003482.500000 Penalty: 5298.060059
	Iteration 23Q: 3 clusters Score -6003482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6003501.000000 Penalty: 5298.060059
	Iteration 24Q: 3 clusters Score -6003501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6003520.500000 Penalty: 5298.060059
	Iteration 25Q: 3 clusters Score -6003520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6003533.500000 Penalty: 5298.060059
	Iteration 26Q: 3 clusters Score -6003534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6003554.500000 Penalty: 5298.060059
	Iteration 27Q: 3 clusters Score -6003554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6003566.000000 Penalty: 5298.060059
	Iteration 28Q: 3 clusters Score -6003566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6003578.500000 Penalty: 5298.060059
	Iteration 29Q: 3 clusters Score -6003578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6003580.500000 Penalty: 5298.060059
	Iteration 30Q: 3 clusters Score -6003580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6003586.000000 Penalty: 5298.060059
	Iteration 31Q: 3 clusters Score -6003586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6003586.500000 Penalty: 5298.060059
	Iteration 32Q: 3 clusters Score -6003586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6003594.000000 Penalty: 5298.060059
	Iteration 33Q: 3 clusters Score -6003594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6003598.500000 Penalty: 5298.060059
	Iteration 34Q: 3 clusters Score -6003598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6003602.000000 Penalty: 5298.060059
	Iteration 35Q: 3 clusters Score -6003602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6003602.500000 Penalty: 5298.060059
	Iteration 36Q: 3 clusters Score -6003602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6003603.500000 Penalty: 5298.060059
	Iteration 37Q: 3 clusters Score -6003604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6003606.500000 Penalty: 5298.060059
	Iteration 38Q: 3 clusters Score -6003606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6003610.000000 Penalty: 5298.060059
	Iteration 39Q: 3 clusters Score -6003610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6003616.000000 Penalty: 5298.060059
	Iteration 40F: 3 clusters Score -6003616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6003612.500000 Penalty: 5298.060059
	Iteration 41Q: 3 clusters Score -6003612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6003609.000000 Penalty: 5298.060059
	Iteration 42Q: 3 clusters Score -6003609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6003609.000000 Penalty: 5298.060059
	Iteration 43F: 3 clusters Score -6003609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (125378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125378 members 
Entering Unmasked Estep 
Score: -17347366.000000 Penalty: 2911.293945
	Iteration 0F: 2 clusters Score -1.734737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -17263716.000000 Penalty: 5822.587891
	Iteration 0F: 3 clusters Score -1.726372e+07 nChanged 59751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67073 members 
Mstep: Class 2 contains 58305 members 
Entering Unmasked Estep 
Score: -17298572.000000 Penalty: 5822.587891
	Iteration 1F: 3 clusters Score -1.729857e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69743 members 
Mstep: Class 2 contains 55635 members 
Entering Unmasked Estep 
Score: -17300014.000000 Penalty: 5822.587891
	Iteration 2Q: 3 clusters Score -1.730001e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73925 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -17302240.000000 Penalty: 5822.587891
	Iteration 3Q: 3 clusters Score -1.730224e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80232 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -17306086.000000 Penalty: 5822.587891
	Iteration 4F: 3 clusters Score -1.730609e+07 nChanged 9285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88835 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -17312582.000000 Penalty: 5822.587891
	Iteration 5F: 3 clusters Score -1.731258e+07 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99205 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -17321852.000000 Penalty: 5822.587891
	Iteration 6F: 3 clusters Score -1.732185e+07 nChanged 9987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108974 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -17331538.000000 Penalty: 5822.587891
	Iteration 7F: 3 clusters Score -1.733154e+07 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115566 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -17338562.000000 Penalty: 5822.587891
	Iteration 8F: 3 clusters Score -1.733856e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118744 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -17342090.000000 Penalty: 5822.587891
	Iteration 9Q: 3 clusters Score -1.734209e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120066 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -17343622.000000 Penalty: 5822.587891
	Iteration 10Q: 3 clusters Score -1.734362e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120693 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -17344290.000000 Penalty: 5822.587891
	Iteration 11Q: 3 clusters Score -1.734429e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121079 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -17344522.000000 Penalty: 5822.587891
	Iteration 12Q: 3 clusters Score -1.734452e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121401 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -17344606.000000 Penalty: 5822.587891
	Iteration 13Q: 3 clusters Score -1.734461e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121653 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -17344750.000000 Penalty: 5822.587891
	Iteration 14Q: 3 clusters Score -1.734475e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121875 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -17344786.000000 Penalty: 5822.587891
	Iteration 15Q: 3 clusters Score -1.734479e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122076 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -17344868.000000 Penalty: 5822.587891
	Iteration 16Q: 3 clusters Score -1.734487e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122254 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -17344872.000000 Penalty: 5822.587891
	Iteration 17Q: 3 clusters Score -1.734487e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122395 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -17344874.000000 Penalty: 5822.587891
	Iteration 18Q: 3 clusters Score -1.734487e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122510 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -17344914.000000 Penalty: 5822.587891
	Iteration 19Q: 3 clusters Score -1.734491e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122607 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -17344922.000000 Penalty: 5822.587891
	Iteration 20F: 3 clusters Score -1.734492e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122691 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -17344972.000000 Penalty: 5822.587891
	Iteration 21Q: 3 clusters Score -1.734497e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122760 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -17344948.000000 Penalty: 5822.587891
	Iteration 22Q: 3 clusters Score -1.734495e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122819 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -17344974.000000 Penalty: 5822.587891
	Iteration 23Q: 3 clusters Score -1.734497e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122873 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -17345024.000000 Penalty: 5822.587891
	Iteration 24Q: 3 clusters Score -1.734502e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122942 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -17345006.000000 Penalty: 5822.587891
	Iteration 25Q: 3 clusters Score -1.734501e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123003 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -17345002.000000 Penalty: 5822.587891
	Iteration 26Q: 3 clusters Score -1.7345e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123060 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -17345038.000000 Penalty: 5822.587891
	Iteration 27Q: 3 clusters Score -1.734504e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123102 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -17345048.000000 Penalty: 5822.587891
	Iteration 28Q: 3 clusters Score -1.734505e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123153 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -17345048.000000 Penalty: 5822.587891
	Iteration 29Q: 3 clusters Score -1.734505e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123204 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -17345094.000000 Penalty: 5822.587891
	Iteration 30Q: 3 clusters Score -1.734509e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123261 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -17345096.000000 Penalty: 5822.587891
	Iteration 31Q: 3 clusters Score -1.73451e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123293 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -17345104.000000 Penalty: 5822.587891
	Iteration 32Q: 3 clusters Score -1.73451e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123320 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -17345100.000000 Penalty: 5822.587891
	Iteration 33Q: 3 clusters Score -1.73451e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123343 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -17345128.000000 Penalty: 5822.587891
	Iteration 34Q: 3 clusters Score -1.734513e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123365 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -17345130.000000 Penalty: 5822.587891
	Iteration 35Q: 3 clusters Score -1.734513e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123383 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -17345144.000000 Penalty: 5822.587891
	Iteration 36Q: 3 clusters Score -1.734514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123396 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -17345158.000000 Penalty: 5822.587891
	Iteration 37Q: 3 clusters Score -1.734516e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123414 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -17345138.000000 Penalty: 5822.587891
	Iteration 38Q: 3 clusters Score -1.734514e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123429 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -17345132.000000 Penalty: 5822.587891
	Iteration 39Q: 3 clusters Score -1.734513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123441 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -17345132.000000 Penalty: 5822.587891
	Iteration 40F: 3 clusters Score -1.734513e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123458 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -17345142.000000 Penalty: 5822.587891
	Iteration 41Q: 3 clusters Score -1.734514e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123474 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -17345150.000000 Penalty: 5822.587891
	Iteration 42Q: 3 clusters Score -1.734515e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123487 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -17345160.000000 Penalty: 5822.587891
	Iteration 43Q: 3 clusters Score -1.734516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123495 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -17345168.000000 Penalty: 5822.587891
	Iteration 44Q: 3 clusters Score -1.734517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123500 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -17345172.000000 Penalty: 5822.587891
	Iteration 45Q: 3 clusters Score -1.734517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123504 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -17345158.000000 Penalty: 5822.587891
	Iteration 46Q: 3 clusters Score -1.734516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123508 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -17345158.000000 Penalty: 5822.587891
	Iteration 47Q: 3 clusters Score -1.734516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123511 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -17345178.000000 Penalty: 5822.587891
	Iteration 48Q: 3 clusters Score -1.734518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123514 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -17345172.000000 Penalty: 5822.587891
	Iteration 49Q: 3 clusters Score -1.734517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123516 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -17345166.000000 Penalty: 5822.587891
	Iteration 50Q: 3 clusters Score -1.734517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123520 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -17345160.000000 Penalty: 5822.587891
	Iteration 51Q: 3 clusters Score -1.734516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123523 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -17345162.000000 Penalty: 5822.587891
	Iteration 52Q: 3 clusters Score -1.734516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123529 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -17345168.000000 Penalty: 5822.587891
	Iteration 53Q: 3 clusters Score -1.734517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123537 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -17345152.000000 Penalty: 5822.587891
	Iteration 54Q: 3 clusters Score -1.734515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123544 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -17345170.000000 Penalty: 5822.587891
	Iteration 55Q: 3 clusters Score -1.734517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123548 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -17345168.000000 Penalty: 5822.587891
	Iteration 56Q: 3 clusters Score -1.734517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123550 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -17345170.000000 Penalty: 5822.587891
	Iteration 57Q: 3 clusters Score -1.734517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123552 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -17345174.000000 Penalty: 5822.587891
	Iteration 58Q: 3 clusters Score -1.734517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123557 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -17345176.000000 Penalty: 5822.587891
	Iteration 59Q: 3 clusters Score -1.734518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123559 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -17345190.000000 Penalty: 5822.587891
	Iteration 60F: 3 clusters Score -1.734519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123561 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -17345182.000000 Penalty: 5822.587891
	Iteration 61Q: 3 clusters Score -1.734518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123562 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -17345172.000000 Penalty: 5822.587891
	Iteration 62Q: 3 clusters Score -1.734517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123562 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -17345172.000000 Penalty: 5822.587891
	Iteration 63F: 3 clusters Score -1.734517e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -76979.851562 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -76979.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -75387.554688 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -75387.55 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -75648.921875 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -75648.92 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -75813.492188 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -75813.49 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -76050.226562 Penalty: 3194.709473
	Iteration 3F: 3 clusters Score -76050.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -76292.289062 Penalty: 3194.709473
	Iteration 4F: 3 clusters Score -76292.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -76376.742188 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -76376.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -76451.804688 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -76451.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -76556.750000 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -76556.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -76859.039062 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -76859.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -77170.679688 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -77170.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -77290.093750 Penalty: 3194.709473
	Iteration 10F: 3 clusters Score -77290.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -77347.171875 Penalty: 3194.709473
	Iteration 11Q: 3 clusters Score -77347.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -77422.273438 Penalty: 3194.709473
	Iteration 12Q: 3 clusters Score -77422.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -77489.765625 Penalty: 3194.709473
	Iteration 13Q: 3 clusters Score -77489.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -77539.312500 Penalty: 3194.709473
	Iteration 14Q: 3 clusters Score -77539.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -77561.273438 Penalty: 3194.709473
	Iteration 15Q: 3 clusters Score -77561.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -77561.273438 Penalty: 3194.709473
	Iteration 16F: 3 clusters Score -77561.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 154616 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44158 members 
Mstep: Class 6 contains 32738 members 
Mstep: Class 7 contains 42450 members 
Mstep: Class 8 contains 17671 members 
Mstep: Class 9 contains 133603 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22550 members 
Mstep: Class 12 contains 46994 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26081 members 
Mstep: Class 15 contains 129755 members 
Mstep: Class 16 contains 7395 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43546 members 
Mstep: Class 20 contains 125378 members 
Mstep: Class 21 contains 126 members 
Mstep: Class 22 contains 31787 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43991 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64719 members 
Mstep: Class 30 contains 1391 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1260 members 
Mstep: Class 33 contains 501 members 
Entering Unmasked Estep 
Score: -142955824.000000 Penalty: 113492.750000
Splitting cluster 21 changes total score from -142956960.000000 to -142955824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (31787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Entering Unmasked Estep 
Score: -4468363.000000 Penalty: 2570.969482
	Iteration 0F: 2 clusters Score -4468363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -4446491.500000 Penalty: 5141.938965
	Iteration 0F: 3 clusters Score -4446492 nChanged 14475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -4454322.500000 Penalty: 5141.938965
	Iteration 1F: 3 clusters Score -4454322 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -4454853.000000 Penalty: 5141.938965
	Iteration 2Q: 3 clusters Score -4454853 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -4455547.000000 Penalty: 5141.938965
	Iteration 3F: 3 clusters Score -4455547 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -4456607.500000 Penalty: 5141.938965
	Iteration 4F: 3 clusters Score -4456608 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -4458238.000000 Penalty: 5141.938965
	Iteration 5F: 3 clusters Score -4458238 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -4460713.500000 Penalty: 5141.938965
	Iteration 6F: 3 clusters Score -4460714 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -4463373.000000 Penalty: 5141.938965
	Iteration 7F: 3 clusters Score -4463373 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -4465403.500000 Penalty: 5141.938965
	Iteration 8F: 3 clusters Score -4465404 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4466499.000000 Penalty: 5141.938965
	Iteration 9Q: 3 clusters Score -4466499 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4467047.000000 Penalty: 5141.938965
	Iteration 10Q: 3 clusters Score -4467047 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4467279.000000 Penalty: 5141.938965
	Iteration 11Q: 3 clusters Score -4467279 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4467401.000000 Penalty: 5141.938965
	Iteration 12Q: 3 clusters Score -4467401 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4467456.500000 Penalty: 5141.938965
	Iteration 13Q: 3 clusters Score -4467456 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4467506.500000 Penalty: 5141.938965
	Iteration 14Q: 3 clusters Score -4467506 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4467536.500000 Penalty: 5141.938965
	Iteration 15Q: 3 clusters Score -4467536 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4467553.000000 Penalty: 5141.938965
	Iteration 16Q: 3 clusters Score -4467553 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4467576.000000 Penalty: 5141.938965
	Iteration 17Q: 3 clusters Score -4467576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4467581.500000 Penalty: 5141.938965
	Iteration 18Q: 3 clusters Score -4467582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4467581.000000 Penalty: 5141.938965
	Iteration 19Q: 3 clusters Score -4467581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4467589.500000 Penalty: 5141.938965
	Iteration 20F: 3 clusters Score -4467590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4467593.500000 Penalty: 5141.938965
	Iteration 21Q: 3 clusters Score -4467594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4467584.500000 Penalty: 5141.938965
	Iteration 22Q: 3 clusters Score -4467584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4467589.500000 Penalty: 5141.938965
	Iteration 23Q: 3 clusters Score -4467590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4467590.500000 Penalty: 5141.938965
	Iteration 24Q: 3 clusters Score -4467590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4467586.000000 Penalty: 5141.938965
	Iteration 25Q: 3 clusters Score -4467586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4467591.500000 Penalty: 5141.938965
	Iteration 26Q: 3 clusters Score -4467592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4467593.000000 Penalty: 5141.938965
	Iteration 27Q: 3 clusters Score -4467593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4467593.000000 Penalty: 5141.938965
	Iteration 28F: 3 clusters Score -4467593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Entering Unmasked Estep 
Score: -743338.125000 Penalty: 2154.736572
	Iteration 0F: 2 clusters Score -743338.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -738281.625000 Penalty: 4309.473145
	Iteration 0F: 3 clusters Score -738281.6 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -739834.750000 Penalty: 4309.473145
	Iteration 1F: 3 clusters Score -739834.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -740304.375000 Penalty: 4309.473145
	Iteration 2F: 3 clusters Score -740304.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -740667.437500 Penalty: 4309.473145
	Iteration 3F: 3 clusters Score -740667.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -741015.312500 Penalty: 4309.473145
	Iteration 4F: 3 clusters Score -741015.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -741328.312500 Penalty: 4309.473145
	Iteration 5F: 3 clusters Score -741328.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -741536.187500 Penalty: 4309.473145
	Iteration 6Q: 3 clusters Score -741536.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -741679.937500 Penalty: 4309.473145
	Iteration 7Q: 3 clusters Score -741679.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -741789.500000 Penalty: 4309.473145
	Iteration 8Q: 3 clusters Score -741789.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -741871.312500 Penalty: 4309.473145
	Iteration 9Q: 3 clusters Score -741871.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -741938.437500 Penalty: 4309.473145
	Iteration 10Q: 3 clusters Score -741938.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -741984.937500 Penalty: 4309.473145
	Iteration 11Q: 3 clusters Score -741984.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -742012.687500 Penalty: 4309.473145
	Iteration 12Q: 3 clusters Score -742012.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -742033.437500 Penalty: 4309.473145
	Iteration 13Q: 3 clusters Score -742033.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -742059.250000 Penalty: 4309.473145
	Iteration 14Q: 3 clusters Score -742059.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -742077.500000 Penalty: 4309.473145
	Iteration 15Q: 3 clusters Score -742077.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -742091.125000 Penalty: 4309.473145
	Iteration 16Q: 3 clusters Score -742091.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -742101.625000 Penalty: 4309.473145
	Iteration 17Q: 3 clusters Score -742101.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -742113.375000 Penalty: 4309.473145
	Iteration 18Q: 3 clusters Score -742113.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -742127.125000 Penalty: 4309.473145
	Iteration 19Q: 3 clusters Score -742127.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -742140.562500 Penalty: 4309.473145
	Iteration 20F: 3 clusters Score -742140.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -742158.750000 Penalty: 4309.473145
	Iteration 21Q: 3 clusters Score -742158.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -742176.312500 Penalty: 4309.473145
	Iteration 22Q: 3 clusters Score -742176.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -742194.375000 Penalty: 4309.473145
	Iteration 23Q: 3 clusters Score -742194.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -742206.750000 Penalty: 4309.473145
	Iteration 24Q: 3 clusters Score -742206.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -742216.125000 Penalty: 4309.473145
	Iteration 25Q: 3 clusters Score -742216.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -742228.375000 Penalty: 4309.473145
	Iteration 26Q: 3 clusters Score -742228.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -742238.562500 Penalty: 4309.473145
	Iteration 27Q: 3 clusters Score -742238.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -742245.750000 Penalty: 4309.473145
	Iteration 28Q: 3 clusters Score -742245.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -742252.937500 Penalty: 4309.473145
	Iteration 29Q: 3 clusters Score -742252.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -742260.437500 Penalty: 4309.473145
	Iteration 30Q: 3 clusters Score -742260.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -742266.562500 Penalty: 4309.473145
	Iteration 31Q: 3 clusters Score -742266.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -742278.187500 Penalty: 4309.473145
	Iteration 32Q: 3 clusters Score -742278.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -742284.937500 Penalty: 4309.473145
	Iteration 33Q: 3 clusters Score -742284.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -742299.562500 Penalty: 4309.473145
	Iteration 34Q: 3 clusters Score -742299.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -742310.312500 Penalty: 4309.473145
	Iteration 35Q: 3 clusters Score -742310.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -742317.437500 Penalty: 4309.473145
	Iteration 36Q: 3 clusters Score -742317.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -742326.312500 Penalty: 4309.473145
	Iteration 37Q: 3 clusters Score -742326.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -742330.437500 Penalty: 4309.473145
	Iteration 38Q: 3 clusters Score -742330.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -742337.375000 Penalty: 4309.473145
	Iteration 39Q: 3 clusters Score -742337.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -742344.187500 Penalty: 4309.473145
	Iteration 40F: 3 clusters Score -742344.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -742348.875000 Penalty: 4309.473145
	Iteration 41Q: 3 clusters Score -742348.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -742356.125000 Penalty: 4309.473145
	Iteration 42Q: 3 clusters Score -742356.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -742362.875000 Penalty: 4309.473145
	Iteration 43Q: 3 clusters Score -742362.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -742365.125000 Penalty: 4309.473145
	Iteration 44Q: 3 clusters Score -742365.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -742369.312500 Penalty: 4309.473145
	Iteration 45Q: 3 clusters Score -742369.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -742373.250000 Penalty: 4309.473145
	Iteration 46Q: 3 clusters Score -742373.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -742377.312500 Penalty: 4309.473145
	Iteration 47Q: 3 clusters Score -742377.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -742380.312500 Penalty: 4309.473145
	Iteration 48Q: 3 clusters Score -742380.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -742384.812500 Penalty: 4309.473145
	Iteration 49Q: 3 clusters Score -742384.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -742390.687500 Penalty: 4309.473145
	Iteration 50Q: 3 clusters Score -742390.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -742396.250000 Penalty: 4309.473145
	Iteration 51Q: 3 clusters Score -742396.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -742406.187500 Penalty: 4309.473145
	Iteration 52Q: 3 clusters Score -742406.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -742411.937500 Penalty: 4309.473145
	Iteration 53Q: 3 clusters Score -742411.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -742415.562500 Penalty: 4309.473145
	Iteration 54Q: 3 clusters Score -742415.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -742419.062500 Penalty: 4309.473145
	Iteration 55Q: 3 clusters Score -742419.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -742421.812500 Penalty: 4309.473145
	Iteration 56Q: 3 clusters Score -742421.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -742424.125000 Penalty: 4309.473145
	Iteration 57Q: 3 clusters Score -742424.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -742425.875000 Penalty: 4309.473145
	Iteration 58Q: 3 clusters Score -742425.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -742428.062500 Penalty: 4309.473145
	Iteration 59Q: 3 clusters Score -742428.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -742430.625000 Penalty: 4309.473145
	Iteration 60F: 3 clusters Score -742430.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -742431.937500 Penalty: 4309.473145
	Iteration 61Q: 3 clusters Score -742431.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -742432.375000 Penalty: 4309.473145
	Iteration 62Q: 3 clusters Score -742432.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -742433.125000 Penalty: 4309.473145
	Iteration 63Q: 3 clusters Score -742433.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -742433.437500 Penalty: 4309.473145
	Iteration 64Q: 3 clusters Score -742433.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -742435.250000 Penalty: 4309.473145
	Iteration 65Q: 3 clusters Score -742435.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -742434.750000 Penalty: 4309.473145
	Iteration 66Q: 3 clusters Score -742434.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -742437.687500 Penalty: 4309.473145
	Iteration 67Q: 3 clusters Score -742437.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -742436.937500 Penalty: 4309.473145
	Iteration 68Q: 3 clusters Score -742436.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -742436.562500 Penalty: 4309.473145
	Iteration 69Q: 3 clusters Score -742436.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -742436.937500 Penalty: 4309.473145
	Iteration 70Q: 3 clusters Score -742436.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -742437.750000 Penalty: 4309.473145
	Iteration 71Q: 3 clusters Score -742437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -742438.187500 Penalty: 4309.473145
	Iteration 72Q: 3 clusters Score -742438.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -742437.000000 Penalty: 4309.473145
	Iteration 73Q: 3 clusters Score -742437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -742437.000000 Penalty: 4309.473145
	Iteration 74F: 3 clusters Score -742437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -68031.890625 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -68031.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -66491.289062 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -66491.29 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66665.179688 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -66665.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66725.445312 Penalty: 3097.106689
	Iteration 2Q: 3 clusters Score -66725.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -66743.179688 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -66743.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -66751.031250 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -66751.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66755.710938 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -66755.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -66760.039062 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -66760.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66767.062500 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -66767.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -66772.851562 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -66772.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -66772.851562 Penalty: 3097.106689
	Iteration 9F: 3 clusters Score -66772.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (43991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Entering Unmasked Estep 
Score: -6131185.500000 Penalty: 2651.551514
	Iteration 0F: 2 clusters Score -6131186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -6101337.500000 Penalty: 5303.103027
	Iteration 0F: 3 clusters Score -6101338 nChanged 20165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -6112453.500000 Penalty: 5303.103027
	Iteration 1F: 3 clusters Score -6112454 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -6113074.500000 Penalty: 5303.103027
	Iteration 2Q: 3 clusters Score -6113074 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -6113749.000000 Penalty: 5303.103027
	Iteration 3Q: 3 clusters Score -6113749 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -6114496.000000 Penalty: 5303.103027
	Iteration 4Q: 3 clusters Score -6114496 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -6115382.000000 Penalty: 5303.103027
	Iteration 5Q: 3 clusters Score -6115382 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -6116489.000000 Penalty: 5303.103027
	Iteration 6F: 3 clusters Score -6116489 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -6117911.000000 Penalty: 5303.103027
	Iteration 7F: 3 clusters Score -6117911 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -6119740.500000 Penalty: 5303.103027
	Iteration 8F: 3 clusters Score -6119740 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -6121643.000000 Penalty: 5303.103027
	Iteration 9F: 3 clusters Score -6121643 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -6123529.500000 Penalty: 5303.103027
	Iteration 10F: 3 clusters Score -6123530 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -6125101.000000 Penalty: 5303.103027
	Iteration 11Q: 3 clusters Score -6125101 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -6126288.500000 Penalty: 5303.103027
	Iteration 12Q: 3 clusters Score -6126288 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -6127056.500000 Penalty: 5303.103027
	Iteration 13Q: 3 clusters Score -6127056 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -6127633.000000 Penalty: 5303.103027
	Iteration 14Q: 3 clusters Score -6127633 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -6128000.500000 Penalty: 5303.103027
	Iteration 15Q: 3 clusters Score -6128000 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -6128273.500000 Penalty: 5303.103027
	Iteration 16Q: 3 clusters Score -6128274 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -6128419.500000 Penalty: 5303.103027
	Iteration 17Q: 3 clusters Score -6128420 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -6128505.500000 Penalty: 5303.103027
	Iteration 18Q: 3 clusters Score -6128506 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -6128564.500000 Penalty: 5303.103027
	Iteration 19Q: 3 clusters Score -6128564 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -6128639.500000 Penalty: 5303.103027
	Iteration 20F: 3 clusters Score -6128640 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -6128685.500000 Penalty: 5303.103027
	Iteration 21Q: 3 clusters Score -6128686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -6128713.500000 Penalty: 5303.103027
	Iteration 22Q: 3 clusters Score -6128714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -6128746.500000 Penalty: 5303.103027
	Iteration 23Q: 3 clusters Score -6128746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -6128761.000000 Penalty: 5303.103027
	Iteration 24Q: 3 clusters Score -6128761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -6128775.000000 Penalty: 5303.103027
	Iteration 25Q: 3 clusters Score -6128775 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -6128792.500000 Penalty: 5303.103027
	Iteration 26Q: 3 clusters Score -6128792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -6128811.500000 Penalty: 5303.103027
	Iteration 27Q: 3 clusters Score -6128812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -6128821.500000 Penalty: 5303.103027
	Iteration 28Q: 3 clusters Score -6128822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -6128836.000000 Penalty: 5303.103027
	Iteration 29Q: 3 clusters Score -6128836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -6128852.500000 Penalty: 5303.103027
	Iteration 30Q: 3 clusters Score -6128852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -6128859.000000 Penalty: 5303.103027
	Iteration 31Q: 3 clusters Score -6128859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -6128865.000000 Penalty: 5303.103027
	Iteration 32Q: 3 clusters Score -6128865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -6128874.000000 Penalty: 5303.103027
	Iteration 33Q: 3 clusters Score -6128874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -6128876.000000 Penalty: 5303.103027
	Iteration 34Q: 3 clusters Score -6128876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -6128879.000000 Penalty: 5303.103027
	Iteration 35Q: 3 clusters Score -6128879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -6128876.000000 Penalty: 5303.103027
	Iteration 36Q: 3 clusters Score -6128876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -6128876.000000 Penalty: 5303.103027
	Iteration 37F: 3 clusters Score -6128876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Entering Unmasked Estep 
Score: -906573.000000 Penalty: 2180.702881
	Iteration 0F: 2 clusters Score -906573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -901056.562500 Penalty: 4361.405762
	Iteration 0F: 3 clusters Score -901056.6 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -902425.687500 Penalty: 4361.405762
	Iteration 1F: 3 clusters Score -902425.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -902664.625000 Penalty: 4361.405762
	Iteration 2F: 3 clusters Score -902664.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -902801.312500 Penalty: 4361.405762
	Iteration 3Q: 3 clusters Score -902801.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -902889.062500 Penalty: 4361.405762
	Iteration 4Q: 3 clusters Score -902889.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -902957.812500 Penalty: 4361.405762
	Iteration 5Q: 3 clusters Score -902957.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -903000.437500 Penalty: 4361.405762
	Iteration 6Q: 3 clusters Score -903000.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -903027.812500 Penalty: 4361.405762
	Iteration 7Q: 3 clusters Score -903027.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -903051.875000 Penalty: 4361.405762
	Iteration 8Q: 3 clusters Score -903051.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -903073.625000 Penalty: 4361.405762
	Iteration 9Q: 3 clusters Score -903073.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -903103.062500 Penalty: 4361.405762
	Iteration 10Q: 3 clusters Score -903103.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -903138.312500 Penalty: 4361.405762
	Iteration 11Q: 3 clusters Score -903138.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -903165.812500 Penalty: 4361.405762
	Iteration 12Q: 3 clusters Score -903165.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -903197.187500 Penalty: 4361.405762
	Iteration 13Q: 3 clusters Score -903197.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -903223.750000 Penalty: 4361.405762
	Iteration 14Q: 3 clusters Score -903223.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -903251.562500 Penalty: 4361.405762
	Iteration 15Q: 3 clusters Score -903251.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -903280.312500 Penalty: 4361.405762
	Iteration 16Q: 3 clusters Score -903280.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -903315.062500 Penalty: 4361.405762
	Iteration 17Q: 3 clusters Score -903315.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -903356.937500 Penalty: 4361.405762
	Iteration 18Q: 3 clusters Score -903356.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -903420.812500 Penalty: 4361.405762
	Iteration 19Q: 3 clusters Score -903420.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -903479.750000 Penalty: 4361.405762
	Iteration 20F: 3 clusters Score -903479.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -903545.062500 Penalty: 4361.405762
	Iteration 21Q: 3 clusters Score -903545.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -903627.750000 Penalty: 4361.405762
	Iteration 22Q: 3 clusters Score -903627.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -903725.187500 Penalty: 4361.405762
	Iteration 23Q: 3 clusters Score -903725.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -903832.687500 Penalty: 4361.405762
	Iteration 24Q: 3 clusters Score -903832.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -903943.062500 Penalty: 4361.405762
	Iteration 25Q: 3 clusters Score -903943.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -904044.500000 Penalty: 4361.405762
	Iteration 26Q: 3 clusters Score -904044.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -904145.937500 Penalty: 4361.405762
	Iteration 27Q: 3 clusters Score -904145.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -904226.312500 Penalty: 4361.405762
	Iteration 28Q: 3 clusters Score -904226.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -904297.937500 Penalty: 4361.405762
	Iteration 29Q: 3 clusters Score -904297.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -904343.000000 Penalty: 4361.405762
	Iteration 30Q: 3 clusters Score -904343 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -904384.000000 Penalty: 4361.405762
	Iteration 31Q: 3 clusters Score -904384 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -904410.437500 Penalty: 4361.405762
	Iteration 32Q: 3 clusters Score -904410.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -904438.562500 Penalty: 4361.405762
	Iteration 33Q: 3 clusters Score -904438.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -904468.625000 Penalty: 4361.405762
	Iteration 34Q: 3 clusters Score -904468.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -904494.437500 Penalty: 4361.405762
	Iteration 35Q: 3 clusters Score -904494.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -904513.250000 Penalty: 4361.405762
	Iteration 36Q: 3 clusters Score -904513.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -904530.750000 Penalty: 4361.405762
	Iteration 37Q: 3 clusters Score -904530.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -904544.062500 Penalty: 4361.405762
	Iteration 38Q: 3 clusters Score -904544.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -904551.312500 Penalty: 4361.405762
	Iteration 39Q: 3 clusters Score -904551.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -904563.187500 Penalty: 4361.405762
	Iteration 40F: 3 clusters Score -904563.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -904567.687500 Penalty: 4361.405762
	Iteration 41Q: 3 clusters Score -904567.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -904571.687500 Penalty: 4361.405762
	Iteration 42Q: 3 clusters Score -904571.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -904576.562500 Penalty: 4361.405762
	Iteration 43Q: 3 clusters Score -904576.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -904581.500000 Penalty: 4361.405762
	Iteration 44Q: 3 clusters Score -904581.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -904583.812500 Penalty: 4361.405762
	Iteration 45Q: 3 clusters Score -904583.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -904587.250000 Penalty: 4361.405762
	Iteration 46Q: 3 clusters Score -904587.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -904588.875000 Penalty: 4361.405762
	Iteration 47Q: 3 clusters Score -904588.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -904589.937500 Penalty: 4361.405762
	Iteration 48Q: 3 clusters Score -904589.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -904590.375000 Penalty: 4361.405762
	Iteration 49Q: 3 clusters Score -904590.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -904590.812500 Penalty: 4361.405762
	Iteration 50Q: 3 clusters Score -904590.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -904590.812500 Penalty: 4361.405762
	Iteration 51F: 3 clusters Score -904590.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Entering Unmasked Estep 
Score: -806649.000000 Penalty: 2150.946533
	Iteration 0F: 2 clusters Score -806649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -801576.937500 Penalty: 4301.893066
	Iteration 0F: 3 clusters Score -801576.9 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -802784.937500 Penalty: 4301.893066
	Iteration 1F: 3 clusters Score -802784.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -803033.625000 Penalty: 4301.893066
	Iteration 2F: 3 clusters Score -803033.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -803212.375000 Penalty: 4301.893066
	Iteration 3F: 3 clusters Score -803212.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -803360.625000 Penalty: 4301.893066
	Iteration 4Q: 3 clusters Score -803360.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -803508.125000 Penalty: 4301.893066
	Iteration 5Q: 3 clusters Score -803508.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -803646.812500 Penalty: 4301.893066
	Iteration 6Q: 3 clusters Score -803646.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -803777.500000 Penalty: 4301.893066
	Iteration 7Q: 3 clusters Score -803777.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -803894.562500 Penalty: 4301.893066
	Iteration 8Q: 3 clusters Score -803894.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -804009.375000 Penalty: 4301.893066
	Iteration 9Q: 3 clusters Score -804009.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -804118.000000 Penalty: 4301.893066
	Iteration 10Q: 3 clusters Score -804118 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -804257.875000 Penalty: 4301.893066
	Iteration 11Q: 3 clusters Score -804257.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -804372.812500 Penalty: 4301.893066
	Iteration 12Q: 3 clusters Score -804372.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -804465.187500 Penalty: 4301.893066
	Iteration 13Q: 3 clusters Score -804465.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -804533.500000 Penalty: 4301.893066
	Iteration 14Q: 3 clusters Score -804533.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -804596.625000 Penalty: 4301.893066
	Iteration 15Q: 3 clusters Score -804596.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -804642.812500 Penalty: 4301.893066
	Iteration 16Q: 3 clusters Score -804642.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -804670.687500 Penalty: 4301.893066
	Iteration 17Q: 3 clusters Score -804670.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -804699.687500 Penalty: 4301.893066
	Iteration 18Q: 3 clusters Score -804699.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -804719.750000 Penalty: 4301.893066
	Iteration 19Q: 3 clusters Score -804719.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -804733.562500 Penalty: 4301.893066
	Iteration 20F: 3 clusters Score -804733.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -804747.750000 Penalty: 4301.893066
	Iteration 21Q: 3 clusters Score -804747.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -804759.750000 Penalty: 4301.893066
	Iteration 22Q: 3 clusters Score -804759.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -804776.250000 Penalty: 4301.893066
	Iteration 23Q: 3 clusters Score -804776.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -804788.750000 Penalty: 4301.893066
	Iteration 24Q: 3 clusters Score -804788.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -804796.000000 Penalty: 4301.893066
	Iteration 25Q: 3 clusters Score -804796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -804800.812500 Penalty: 4301.893066
	Iteration 26Q: 3 clusters Score -804800.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -804802.562500 Penalty: 4301.893066
	Iteration 27Q: 3 clusters Score -804802.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -804803.625000 Penalty: 4301.893066
	Iteration 28Q: 3 clusters Score -804803.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -804805.000000 Penalty: 4301.893066
	Iteration 29Q: 3 clusters Score -804805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -804805.562500 Penalty: 4301.893066
	Iteration 30Q: 3 clusters Score -804805.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -804805.562500 Penalty: 4301.893066
	Iteration 31F: 3 clusters Score -804805.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Entering Unmasked Estep 
Score: -2106215.250000 Penalty: 2392.354980
	Iteration 0F: 2 clusters Score -2106215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2095093.125000 Penalty: 4784.709961
	Iteration 0F: 3 clusters Score -2095093 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2098853.250000 Penalty: 4784.709961
	Iteration 1F: 3 clusters Score -2098853 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2099364.750000 Penalty: 4784.709961
	Iteration 2F: 3 clusters Score -2099365 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2099765.500000 Penalty: 4784.709961
	Iteration 3F: 3 clusters Score -2099766 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2100115.750000 Penalty: 4784.709961
	Iteration 4Q: 3 clusters Score -2100116 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2100448.250000 Penalty: 4784.709961
	Iteration 5Q: 3 clusters Score -2100448 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2100769.500000 Penalty: 4784.709961
	Iteration 6Q: 3 clusters Score -2100770 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2101123.250000 Penalty: 4784.709961
	Iteration 7Q: 3 clusters Score -2101123 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2101517.750000 Penalty: 4784.709961
	Iteration 8Q: 3 clusters Score -2101518 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2101880.000000 Penalty: 4784.709961
	Iteration 9Q: 3 clusters Score -2101880 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2102214.250000 Penalty: 4784.709961
	Iteration 10Q: 3 clusters Score -2102214 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2102581.500000 Penalty: 4784.709961
	Iteration 11Q: 3 clusters Score -2102582 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2102947.250000 Penalty: 4784.709961
	Iteration 12Q: 3 clusters Score -2102947 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2103253.000000 Penalty: 4784.709961
	Iteration 13Q: 3 clusters Score -2103253 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2103480.000000 Penalty: 4784.709961
	Iteration 14Q: 3 clusters Score -2103480 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2103675.000000 Penalty: 4784.709961
	Iteration 15Q: 3 clusters Score -2103675 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2103844.000000 Penalty: 4784.709961
	Iteration 16Q: 3 clusters Score -2103844 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2103997.500000 Penalty: 4784.709961
	Iteration 17Q: 3 clusters Score -2103998 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2104117.250000 Penalty: 4784.709961
	Iteration 18Q: 3 clusters Score -2104117 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2104217.250000 Penalty: 4784.709961
	Iteration 19Q: 3 clusters Score -2104217 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2104297.750000 Penalty: 4784.709961
	Iteration 20F: 3 clusters Score -2104298 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2104384.000000 Penalty: 4784.709961
	Iteration 21Q: 3 clusters Score -2104384 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2104443.500000 Penalty: 4784.709961
	Iteration 22Q: 3 clusters Score -2104444 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2104500.250000 Penalty: 4784.709961
	Iteration 23Q: 3 clusters Score -2104500 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2104538.500000 Penalty: 4784.709961
	Iteration 24Q: 3 clusters Score -2104538 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2104575.750000 Penalty: 4784.709961
	Iteration 25Q: 3 clusters Score -2104576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2104604.000000 Penalty: 4784.709961
	Iteration 26Q: 3 clusters Score -2104604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2104620.000000 Penalty: 4784.709961
	Iteration 27Q: 3 clusters Score -2104620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2104638.750000 Penalty: 4784.709961
	Iteration 28Q: 3 clusters Score -2104639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2104648.750000 Penalty: 4784.709961
	Iteration 29Q: 3 clusters Score -2104649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2104655.750000 Penalty: 4784.709961
	Iteration 30Q: 3 clusters Score -2104656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2104663.250000 Penalty: 4784.709961
	Iteration 31Q: 3 clusters Score -2104663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2104666.250000 Penalty: 4784.709961
	Iteration 32Q: 3 clusters Score -2104666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2104664.250000 Penalty: 4784.709961
	Iteration 33Q: 3 clusters Score -2104664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2104665.750000 Penalty: 4784.709961
	Iteration 34Q: 3 clusters Score -2104666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2104665.750000 Penalty: 4784.709961
	Iteration 35Q: 3 clusters Score -2104666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2104666.500000 Penalty: 4784.709961
	Iteration 36Q: 3 clusters Score -2104666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2104666.500000 Penalty: 4784.709961
	Iteration 37F: 3 clusters Score -2104666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (64719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64719 members 
Entering Unmasked Estep 
Score: -9063329.000000 Penalty: 2747.296875
	Iteration 0F: 2 clusters Score -9063329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -9019850.000000 Penalty: 5494.593750
	Iteration 0F: 3 clusters Score -9019850 nChanged 30063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -9037040.000000 Penalty: 5494.593750
	Iteration 1F: 3 clusters Score -9037040 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -9037935.000000 Penalty: 5494.593750
	Iteration 2Q: 3 clusters Score -9037935 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -9038933.000000 Penalty: 5494.593750
	Iteration 3Q: 3 clusters Score -9038933 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -9040127.000000 Penalty: 5494.593750
	Iteration 4Q: 3 clusters Score -9040127 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -9041674.000000 Penalty: 5494.593750
	Iteration 5Q: 3 clusters Score -9041674 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -9043509.000000 Penalty: 5494.593750
	Iteration 6F: 3 clusters Score -9043509 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -9045762.000000 Penalty: 5494.593750
	Iteration 7F: 3 clusters Score -9045762 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -9048135.000000 Penalty: 5494.593750
	Iteration 8F: 3 clusters Score -9048135 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -9050270.000000 Penalty: 5494.593750
	Iteration 9F: 3 clusters Score -9050270 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -9051767.000000 Penalty: 5494.593750
	Iteration 10Q: 3 clusters Score -9051767 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -9052616.000000 Penalty: 5494.593750
	Iteration 11Q: 3 clusters Score -9052616 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -9052959.000000 Penalty: 5494.593750
	Iteration 12Q: 3 clusters Score -9052959 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -9053146.000000 Penalty: 5494.593750
	Iteration 13Q: 3 clusters Score -9053146 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -9053289.000000 Penalty: 5494.593750
	Iteration 14Q: 3 clusters Score -9053289 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -9053472.000000 Penalty: 5494.593750
	Iteration 15Q: 3 clusters Score -9053472 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -9053613.000000 Penalty: 5494.593750
	Iteration 16Q: 3 clusters Score -9053613 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -9053718.000000 Penalty: 5494.593750
	Iteration 17Q: 3 clusters Score -9053718 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -9053915.000000 Penalty: 5494.593750
	Iteration 18Q: 3 clusters Score -9053915 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -9054076.000000 Penalty: 5494.593750
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9054426 nChanged 745
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Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9056435 nChanged 803
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9057183 nChanged 692
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Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 48378 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9057843 nChanged 570
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Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9057949 nChanged 543
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Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9058084 nChanged 566
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Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9058250 nChanged 556
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Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9058419 nChanged 531
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Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9058564 nChanged 481
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Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9058661 nChanged 523
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Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9058811 nChanged 541
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Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 53253 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9058914 nChanged 523
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Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 53776 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9059026 nChanged 511
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Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 54287 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9059148 nChanged 507
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Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 54794 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9059240 nChanged 516
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Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9059383 nChanged 541
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Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 55851 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9059717 nChanged 457
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Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 56820 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9059851 nChanged 461
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Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 57281 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9059945 nChanged 437
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Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 57718 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 58115 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9060136 nChanged 402
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Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 58517 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9060251 nChanged 384
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Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 58901 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9060376 nChanged 342
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Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 59241 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9060472 nChanged 323
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Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 59564 members 
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Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 59861 members 
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Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 60119 members 
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Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 60367 members 
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Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 60573 members 
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	Iteration 60F: 3 clusters Score -9060861 nChanged 175
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Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 60748 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9060925 nChanged 179
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Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 60925 members 
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	Iteration 62Q: 3 clusters Score -9060947 nChanged 140
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Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 61065 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9060976 nChanged 138
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Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 61201 members 
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	Iteration 64Q: 3 clusters Score -9061002 nChanged 121
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Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 61322 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9061022 nChanged 118
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Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 61440 members 
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	Iteration 66Q: 3 clusters Score -9061046 nChanged 98
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Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 61538 members 
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	Iteration 67Q: 3 clusters Score -9061050 nChanged 91
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Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 61629 members 
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	Iteration 68Q: 3 clusters Score -9061047 nChanged 104
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Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 61733 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9061075 nChanged 116
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Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 61849 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9061088 nChanged 116
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Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 61961 members 
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	Iteration 71Q: 3 clusters Score -9061106 nChanged 101
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Mstep: Class 1 contains 2661 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9061169 nChanged 79
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Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 62135 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9061198 nChanged 71
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Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9061223 nChanged 74
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Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 62278 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9061240 nChanged 81
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Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 62357 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9061258 nChanged 67
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Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 62422 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9061274 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 62475 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9061293 nChanged 39
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Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 62514 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9061295 nChanged 34
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Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9061305 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 62573 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9061309 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 62597 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9061324 nChanged 19
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Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 62616 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9061334 nChanged 16
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Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 62632 members 
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	Iteration 84Q: 3 clusters Score -9061330 nChanged 8
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Mstep: Class 1 contains 2079 members 
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	Iteration 85Q: 3 clusters Score -9061336 nChanged 4
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Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 62644 members 
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	Iteration 86Q: 3 clusters Score -9061336 nChanged 6
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Mstep: Class 1 contains 2069 members 
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	Iteration 87Q: 3 clusters Score -9061339 nChanged 8
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Mstep: Class 1 contains 2061 members 
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	Iteration 88Q: 3 clusters Score -9061345 nChanged 10
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Mstep: Class 1 contains 2053 members 
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	Iteration 89Q: 3 clusters Score -9061344 nChanged 7
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Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9061337 nChanged 6
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	Iteration 91Q: 3 clusters Score -9061343 nChanged 6
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Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 62685 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9061346 nChanged 4
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Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 62689 members 
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	Iteration 93Q: 3 clusters Score -9061345 nChanged 7
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Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 62696 members 
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	Iteration 94Q: 3 clusters Score -9061339 nChanged 12
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Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 62708 members 
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	Iteration 95Q: 3 clusters Score -9061355 nChanged 21
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Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 62729 members 
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	Iteration 96Q: 3 clusters Score -9061351 nChanged 20
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Mstep: Class 2 contains 62747 members 
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	Iteration 97Q: 3 clusters Score -9061355 nChanged 20
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Mstep: Class 2 contains 62765 members 
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	Iteration 98Q: 3 clusters Score -9061359 nChanged 15
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	Iteration 99Q: 3 clusters Score -9061372 nChanged 14
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Mstep: Class 2 contains 62792 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9061365 nChanged 11
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Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 62803 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9061362 nChanged 7
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Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9061363 nChanged 7
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Mstep: Class 2 contains 62815 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9061365 nChanged 6
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Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 62821 members 
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	Iteration 104Q: 3 clusters Score -9061368 nChanged 9
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Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9061374 nChanged 3
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	Iteration 106Q: 3 clusters Score -9061371 nChanged 3
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	Iteration 107Q: 3 clusters Score -9061373 nChanged 4
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	Iteration 108Q: 3 clusters Score -9061369 nChanged 3
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	Iteration 109Q: 3 clusters Score -9061369 nChanged 1
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	Iteration 110Q: 3 clusters Score -9061368 nChanged 0
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	Iteration 111F: 3 clusters Score -9061368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -189448.796875 Penalty: 1794.968994
	Iteration 0F: 2 clusters Score -189448.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -187192.125000 Penalty: 3589.937988
	Iteration 0F: 3 clusters Score -187192.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -187668.593750 Penalty: 3589.937988
	Iteration 1F: 3 clusters Score -187668.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -187986.359375 Penalty: 3589.937988
	Iteration 2F: 3 clusters Score -187986.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -188200.250000 Penalty: 3589.937988
	Iteration 3F: 3 clusters Score -188200.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -188314.296875 Penalty: 3589.937988
	Iteration 4F: 3 clusters Score -188314.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -188395.390625 Penalty: 3589.937988
	Iteration 5Q: 3 clusters Score -188395.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -188448.562500 Penalty: 3589.937988
	Iteration 6Q: 3 clusters Score -188448.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -188495.093750 Penalty: 3589.937988
	Iteration 7Q: 3 clusters Score -188495.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -188540.703125 Penalty: 3589.937988
	Iteration 8Q: 3 clusters Score -188540.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -188571.734375 Penalty: 3589.937988
	Iteration 9Q: 3 clusters Score -188571.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -188602.906250 Penalty: 3589.937988
	Iteration 10Q: 3 clusters Score -188602.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -188620.328125 Penalty: 3589.937988
	Iteration 11Q: 3 clusters Score -188620.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -188632.640625 Penalty: 3589.937988
	Iteration 12Q: 3 clusters Score -188632.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -188641.046875 Penalty: 3589.937988
	Iteration 13Q: 3 clusters Score -188641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -188653.843750 Penalty: 3589.937988
	Iteration 14Q: 3 clusters Score -188653.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -188669.390625 Penalty: 3589.937988
	Iteration 15Q: 3 clusters Score -188669.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -188678.015625 Penalty: 3589.937988
	Iteration 16Q: 3 clusters Score -188678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -188685.390625 Penalty: 3589.937988
	Iteration 17Q: 3 clusters Score -188685.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -188690.015625 Penalty: 3589.937988
	Iteration 18Q: 3 clusters Score -188690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -188699.375000 Penalty: 3589.937988
	Iteration 19Q: 3 clusters Score -188699.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -188711.265625 Penalty: 3589.937988
	Iteration 20F: 3 clusters Score -188711.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -188717.421875 Penalty: 3589.937988
	Iteration 21Q: 3 clusters Score -188717.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -188721.031250 Penalty: 3589.937988
	Iteration 22Q: 3 clusters Score -188721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -188722.453125 Penalty: 3589.937988
	Iteration 23Q: 3 clusters Score -188722.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -188724.546875 Penalty: 3589.937988
	Iteration 24Q: 3 clusters Score -188724.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -188726.203125 Penalty: 3589.937988
	Iteration 25Q: 3 clusters Score -188726.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -188728.218750 Penalty: 3589.937988
	Iteration 26Q: 3 clusters Score -188728.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -188728.218750 Penalty: 3589.937988
	Iteration 27F: 3 clusters Score -188728.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Entering Unmasked Estep 
Score: -1367454.000000 Penalty: 2283.816895
	Iteration 0F: 2 clusters Score -1367454 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 5129 members 
Entering Unmasked Estep 
Score: -1359836.750000 Penalty: 4567.633789
	Iteration 0F: 3 clusters Score -1359837 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1362178.000000 Penalty: 4567.633789
	Iteration 1F: 3 clusters Score -1362178 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1362597.625000 Penalty: 4567.633789
	Iteration 2F: 3 clusters Score -1362598 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1362929.750000 Penalty: 4567.633789
	Iteration 3F: 3 clusters Score -1362930 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1363291.500000 Penalty: 4567.633789
	Iteration 4Q: 3 clusters Score -1363292 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1363607.750000 Penalty: 4567.633789
	Iteration 5Q: 3 clusters Score -1363608 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1363856.625000 Penalty: 4567.633789
	Iteration 6Q: 3 clusters Score -1363857 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1364080.000000 Penalty: 4567.633789
	Iteration 7Q: 3 clusters Score -1364080 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1364292.375000 Penalty: 4567.633789
	Iteration 8Q: 3 clusters Score -1364292 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1364489.250000 Penalty: 4567.633789
	Iteration 9Q: 3 clusters Score -1364489 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1364653.750000 Penalty: 4567.633789
	Iteration 10Q: 3 clusters Score -1364654 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1364780.875000 Penalty: 4567.633789
	Iteration 11Q: 3 clusters Score -1364781 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1364891.500000 Penalty: 4567.633789
	Iteration 12Q: 3 clusters Score -1364892 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1364988.000000 Penalty: 4567.633789
	Iteration 13Q: 3 clusters Score -1364988 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1365077.875000 Penalty: 4567.633789
	Iteration 14Q: 3 clusters Score -1365078 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1365159.375000 Penalty: 4567.633789
	Iteration 15Q: 3 clusters Score -1365159 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1365203.250000 Penalty: 4567.633789
	Iteration 16Q: 3 clusters Score -1365203 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1365239.500000 Penalty: 4567.633789
	Iteration 17Q: 3 clusters Score -1365240 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1365271.875000 Penalty: 4567.633789
	Iteration 18Q: 3 clusters Score -1365272 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1365304.375000 Penalty: 4567.633789
	Iteration 19Q: 3 clusters Score -1365304 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1365327.625000 Penalty: 4567.633789
	Iteration 20F: 3 clusters Score -1365328 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1365349.375000 Penalty: 4567.633789
	Iteration 21Q: 3 clusters Score -1365349 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1365371.750000 Penalty: 4567.633789
	Iteration 22Q: 3 clusters Score -1365372 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1365390.875000 Penalty: 4567.633789
	Iteration 23Q: 3 clusters Score -1365391 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1365409.500000 Penalty: 4567.633789
	Iteration 24Q: 3 clusters Score -1365410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1365427.250000 Penalty: 4567.633789
	Iteration 25Q: 3 clusters Score -1365427 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1365446.000000 Penalty: 4567.633789
	Iteration 26Q: 3 clusters Score -1365446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1365464.500000 Penalty: 4567.633789
	Iteration 27Q: 3 clusters Score -1365464 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1365477.750000 Penalty: 4567.633789
	Iteration 28Q: 3 clusters Score -1365478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1365489.750000 Penalty: 4567.633789
	Iteration 29Q: 3 clusters Score -1365490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1365503.625000 Penalty: 4567.633789
	Iteration 30Q: 3 clusters Score -1365504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1365512.500000 Penalty: 4567.633789
	Iteration 31Q: 3 clusters Score -1365512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1365517.875000 Penalty: 4567.633789
	Iteration 32Q: 3 clusters Score -1365518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1365524.875000 Penalty: 4567.633789
	Iteration 33Q: 3 clusters Score -1365525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1365529.750000 Penalty: 4567.633789
	Iteration 34Q: 3 clusters Score -1365530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1365537.250000 Penalty: 4567.633789
	Iteration 35Q: 3 clusters Score -1365537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1365542.500000 Penalty: 4567.633789
	Iteration 36Q: 3 clusters Score -1365542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1365546.250000 Penalty: 4567.633789
	Iteration 37Q: 3 clusters Score -1365546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1365546.250000 Penalty: 4567.633789
	Iteration 38Q: 3 clusters Score -1365546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1365547.750000 Penalty: 4567.633789
	Iteration 39Q: 3 clusters Score -1365548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1365550.250000 Penalty: 4567.633789
	Iteration 40F: 3 clusters Score -1365550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1365552.000000 Penalty: 4567.633789
	Iteration 41Q: 3 clusters Score -1365552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1365555.875000 Penalty: 4567.633789
	Iteration 42Q: 3 clusters Score -1365556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1365557.875000 Penalty: 4567.633789
	Iteration 43Q: 3 clusters Score -1365558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1365559.500000 Penalty: 4567.633789
	Iteration 44Q: 3 clusters Score -1365560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1365558.625000 Penalty: 4567.633789
	Iteration 45Q: 3 clusters Score -1365559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1365559.875000 Penalty: 4567.633789
	Iteration 46Q: 3 clusters Score -1365560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1365564.375000 Penalty: 4567.633789
	Iteration 47Q: 3 clusters Score -1365564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1365565.250000 Penalty: 4567.633789
	Iteration 48Q: 3 clusters Score -1365565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1365572.375000 Penalty: 4567.633789
	Iteration 49Q: 3 clusters Score -1365572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1365576.375000 Penalty: 4567.633789
	Iteration 50Q: 3 clusters Score -1365576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1365576.500000 Penalty: 4567.633789
	Iteration 51Q: 3 clusters Score -1365576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1365581.250000 Penalty: 4567.633789
	Iteration 52Q: 3 clusters Score -1365581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1365583.250000 Penalty: 4567.633789
	Iteration 53Q: 3 clusters Score -1365583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1365590.250000 Penalty: 4567.633789
	Iteration 54Q: 3 clusters Score -1365590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1365591.875000 Penalty: 4567.633789
	Iteration 55Q: 3 clusters Score -1365592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1365590.375000 Penalty: 4567.633789
	Iteration 56Q: 3 clusters Score -1365590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1365593.250000 Penalty: 4567.633789
	Iteration 57Q: 3 clusters Score -1365593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1365593.500000 Penalty: 4567.633789
	Iteration 58Q: 3 clusters Score -1365594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1365593.875000 Penalty: 4567.633789
	Iteration 59Q: 3 clusters Score -1365594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1365594.000000 Penalty: 4567.633789
	Iteration 60F: 3 clusters Score -1365594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1365596.500000 Penalty: 4567.633789
	Iteration 61Q: 3 clusters Score -1365596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1365596.625000 Penalty: 4567.633789
	Iteration 62Q: 3 clusters Score -1365597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1365599.750000 Penalty: 4567.633789
	Iteration 63Q: 3 clusters Score -1365600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1365600.875000 Penalty: 4567.633789
	Iteration 64Q: 3 clusters Score -1365601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1365603.250000 Penalty: 4567.633789
	Iteration 65Q: 3 clusters Score -1365603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1365601.625000 Penalty: 4567.633789
	Iteration 66Q: 3 clusters Score -1365602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1365602.125000 Penalty: 4567.633789
	Iteration 67Q: 3 clusters Score -1365602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1365601.625000 Penalty: 4567.633789
	Iteration 68Q: 3 clusters Score -1365602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1365603.625000 Penalty: 4567.633789
	Iteration 69Q: 3 clusters Score -1365604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1365605.750000 Penalty: 4567.633789
	Iteration 70Q: 3 clusters Score -1365606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1365609.000000 Penalty: 4567.633789
	Iteration 71Q: 3 clusters Score -1365609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1365610.375000 Penalty: 4567.633789
	Iteration 72Q: 3 clusters Score -1365610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1365609.375000 Penalty: 4567.633789
	Iteration 73Q: 3 clusters Score -1365609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1365610.500000 Penalty: 4567.633789
	Iteration 74Q: 3 clusters Score -1365610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1365610.375000 Penalty: 4567.633789
	Iteration 75Q: 3 clusters Score -1365610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1365612.875000 Penalty: 4567.633789
	Iteration 76Q: 3 clusters Score -1365613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1365611.250000 Penalty: 4567.633789
	Iteration 77Q: 3 clusters Score -1365611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1365612.625000 Penalty: 4567.633789
	Iteration 78Q: 3 clusters Score -1365613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1365611.750000 Penalty: 4567.633789
	Iteration 79Q: 3 clusters Score -1365612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1365614.375000 Penalty: 4567.633789
	Iteration 80F: 3 clusters Score -1365614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -164671.453125 Penalty: 1770.438965
	Iteration 0F: 2 clusters Score -164671.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -162527.859375 Penalty: 3540.877930
	Iteration 0F: 3 clusters Score -162527.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -162895.015625 Penalty: 3540.877930
	Iteration 1F: 3 clusters Score -162895 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -163081.765625 Penalty: 3540.877930
	Iteration 2F: 3 clusters Score -163081.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -163213.062500 Penalty: 3540.877930
	Iteration 3F: 3 clusters Score -163213.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -163309.109375 Penalty: 3540.877930
	Iteration 4Q: 3 clusters Score -163309.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -163429.671875 Penalty: 3540.877930
	Iteration 5Q: 3 clusters Score -163429.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -163558.281250 Penalty: 3540.877930
	Iteration 6Q: 3 clusters Score -163558.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -163724.937500 Penalty: 3540.877930
	Iteration 7Q: 3 clusters Score -163724.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -163835.171875 Penalty: 3540.877930
	Iteration 8Q: 3 clusters Score -163835.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -163911.890625 Penalty: 3540.877930
	Iteration 9Q: 3 clusters Score -163911.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -163986.843750 Penalty: 3540.877930
	Iteration 10Q: 3 clusters Score -163986.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -164064.187500 Penalty: 3540.877930
	Iteration 11Q: 3 clusters Score -164064.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -164171.296875 Penalty: 3540.877930
	Iteration 12Q: 3 clusters Score -164171.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -164303.062500 Penalty: 3540.877930
	Iteration 13Q: 3 clusters Score -164303.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -164471.703125 Penalty: 3540.877930
	Iteration 14Q: 3 clusters Score -164471.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -164666.906250 Penalty: 3540.877930
	Iteration 15Q: 3 clusters Score -164666.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -164890.875000 Penalty: 3540.877930
	Iteration 16Q: 3 clusters Score -164890.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -164918.171875 Penalty: 3540.877930
	Iteration 17Q: 3 clusters Score -164918.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -164918.171875 Penalty: 3540.877930
	Iteration 18F: 3 clusters Score -164918.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 154616 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44158 members 
Mstep: Class 6 contains 32738 members 
Mstep: Class 7 contains 42450 members 
Mstep: Class 8 contains 17671 members 
Mstep: Class 9 contains 133603 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22550 members 
Mstep: Class 12 contains 46994 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26081 members 
Mstep: Class 15 contains 129755 members 
Mstep: Class 16 contains 7395 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43546 members 
Mstep: Class 20 contains 125378 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31787 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43991 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64719 members 
Mstep: Class 30 contains 1391 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 394 members 
Mstep: Class 33 contains 866 members 
Entering Unmasked Estep 
Score: -142955648.000000 Penalty: 113492.750000
Splitting cluster 32 changes total score from -142956960.000000 to -142955648.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 154616 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44158 members 
Mstep: Class 6 contains 32738 members 
Mstep: Class 7 contains 42450 members 
Mstep: Class 8 contains 17671 members 
Mstep: Class 9 contains 133603 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22550 members 
Mstep: Class 12 contains 46994 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26081 members 
Mstep: Class 15 contains 129755 members 
Mstep: Class 16 contains 7395 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43546 members 
Mstep: Class 20 contains 125378 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31787 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43991 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64719 members 
Mstep: Class 30 contains 1391 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956976.000000 Penalty: 110053.570312
Iteration 439Q: 33 clusters Score -1.42957e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 154658 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44152 members 
Mstep: Class 6 contains 32736 members 
Mstep: Class 7 contains 42449 members 
Mstep: Class 8 contains 17671 members 
Mstep: Class 9 contains 133574 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22553 members 
Mstep: Class 12 contains 46989 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26081 members 
Mstep: Class 15 contains 129775 members 
Mstep: Class 16 contains 7395 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43546 members 
Mstep: Class 20 contains 125374 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31783 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43983 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64713 members 
Mstep: Class 30 contains 1391 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956848.000000 Penalty: 110053.570312
Iteration 440F: 33 clusters Score -1.429568e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 154712 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 44144 members 
Mstep: Class 6 contains 32728 members 
Mstep: Class 7 contains 42449 members 
Mstep: Class 8 contains 17671 members 
Mstep: Class 9 contains 133553 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22554 members 
Mstep: Class 12 contains 46985 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26082 members 
Mstep: Class 15 contains 129780 members 
Mstep: Class 16 contains 7395 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43546 members 
Mstep: Class 20 contains 125370 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31780 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43979 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64704 members 
Mstep: Class 30 contains 1391 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956912.000000 Penalty: 110053.570312
Iteration 441Q: 33 clusters Score -1.429569e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 154751 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44132 members 
Mstep: Class 6 contains 32720 members 
Mstep: Class 7 contains 42451 members 
Mstep: Class 8 contains 17672 members 
Mstep: Class 9 contains 133532 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22554 members 
Mstep: Class 12 contains 46979 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26081 members 
Mstep: Class 15 contains 129805 members 
Mstep: Class 16 contains 7395 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43547 members 
Mstep: Class 20 contains 125361 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31778 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43974 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64698 members 
Mstep: Class 30 contains 1391 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956976.000000 Penalty: 110053.570312
Iteration 442Q: 33 clusters Score -1.42957e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 154792 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44120 members 
Mstep: Class 6 contains 32715 members 
Mstep: Class 7 contains 42460 members 
Mstep: Class 8 contains 17672 members 
Mstep: Class 9 contains 133505 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22555 members 
Mstep: Class 12 contains 46965 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26082 members 
Mstep: Class 15 contains 129820 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43546 members 
Mstep: Class 20 contains 125361 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31776 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43973 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64692 members 
Mstep: Class 30 contains 1391 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956816.000000 Penalty: 110053.570312
Iteration 443Q: 33 clusters Score -1.429568e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 154831 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44098 members 
Mstep: Class 6 contains 32707 members 
Mstep: Class 7 contains 42460 members 
Mstep: Class 8 contains 17672 members 
Mstep: Class 9 contains 133489 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22554 members 
Mstep: Class 12 contains 46946 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26082 members 
Mstep: Class 15 contains 129855 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43545 members 
Mstep: Class 20 contains 125367 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31772 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43971 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64685 members 
Mstep: Class 30 contains 1391 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956816.000000 Penalty: 110053.570312
Iteration 444Q: 33 clusters Score -1.429568e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 154862 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44085 members 
Mstep: Class 6 contains 32703 members 
Mstep: Class 7 contains 42458 members 
Mstep: Class 8 contains 17672 members 
Mstep: Class 9 contains 133467 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22557 members 
Mstep: Class 12 contains 46936 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26082 members 
Mstep: Class 15 contains 129874 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43545 members 
Mstep: Class 20 contains 125380 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31765 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43968 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64680 members 
Mstep: Class 30 contains 1391 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956960.000000 Penalty: 110053.570312
Iteration 445Q: 33 clusters Score -1.42957e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 154889 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44067 members 
Mstep: Class 6 contains 32694 members 
Mstep: Class 7 contains 42463 members 
Mstep: Class 8 contains 17672 members 
Mstep: Class 9 contains 133442 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22558 members 
Mstep: Class 12 contains 46933 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26082 members 
Mstep: Class 15 contains 129904 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43545 members 
Mstep: Class 20 contains 125389 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31763 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43960 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64673 members 
Mstep: Class 30 contains 1391 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956944.000000 Penalty: 110053.570312
Iteration 446Q: 33 clusters Score -1.429569e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 154927 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44050 members 
Mstep: Class 6 contains 32688 members 
Mstep: Class 7 contains 42466 members 
Mstep: Class 8 contains 17673 members 
Mstep: Class 9 contains 133417 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22559 members 
Mstep: Class 12 contains 46925 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26082 members 
Mstep: Class 15 contains 129923 members 
Mstep: Class 16 contains 7397 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43542 members 
Mstep: Class 20 contains 125398 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31759 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43958 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64666 members 
Mstep: Class 30 contains 1391 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957056.000000 Penalty: 110053.570312
Iteration 447Q: 33 clusters Score -1.429571e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 154965 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44027 members 
Mstep: Class 6 contains 32680 members 
Mstep: Class 7 contains 42468 members 
Mstep: Class 8 contains 17672 members 
Mstep: Class 9 contains 133395 members 
Mstep: Class 10 contains 8490 members 
Mstep: Class 11 contains 22559 members 
Mstep: Class 12 contains 46908 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26083 members 
Mstep: Class 15 contains 129952 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43540 members 
Mstep: Class 20 contains 125409 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31756 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43956 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64663 members 
Mstep: Class 30 contains 1391 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956784.000000 Penalty: 110053.570312
Iteration 448Q: 33 clusters Score -1.429568e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 154990 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 44004 members 
Mstep: Class 6 contains 32671 members 
Mstep: Class 7 contains 42471 members 
Mstep: Class 8 contains 17671 members 
Mstep: Class 9 contains 133382 members 
Mstep: Class 10 contains 8490 members 
Mstep: Class 11 contains 22562 members 
Mstep: Class 12 contains 46906 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26085 members 
Mstep: Class 15 contains 129976 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43539 members 
Mstep: Class 20 contains 125410 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31759 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43953 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64653 members 
Mstep: Class 30 contains 1391 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956752.000000 Penalty: 110053.570312
Iteration 449Q: 33 clusters Score -1.429568e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 155017 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 43986 members 
Mstep: Class 6 contains 32662 members 
Mstep: Class 7 contains 42474 members 
Mstep: Class 8 contains 17672 members 
Mstep: Class 9 contains 133358 members 
Mstep: Class 10 contains 8490 members 
Mstep: Class 11 contains 22562 members 
Mstep: Class 12 contains 46904 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 26087 members 
Mstep: Class 15 contains 130003 members 
Mstep: Class 16 contains 7400 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43538 members 
Mstep: Class 20 contains 125409 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31765 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43952 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15469 members 
Mstep: Class 29 contains 64643 members 
Mstep: Class 30 contains 1390 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956880.000000 Penalty: 110053.570312
Iteration 450Q: 33 clusters Score -1.429569e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 155032 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 43973 members 
Mstep: Class 6 contains 32653 members 
Mstep: Class 7 contains 42476 members 
Mstep: Class 8 contains 17674 members 
Mstep: Class 9 contains 133316 members 
Mstep: Class 10 contains 8489 members 
Mstep: Class 11 contains 22560 members 
Mstep: Class 12 contains 46895 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 26088 members 
Mstep: Class 15 contains 130061 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43539 members 
Mstep: Class 20 contains 125413 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31763 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43954 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15470 members 
Mstep: Class 29 contains 64640 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956768.000000 Penalty: 110053.570312
Iteration 451Q: 33 clusters Score -1.429568e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 155056 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 43958 members 
Mstep: Class 6 contains 32646 members 
Mstep: Class 7 contains 42477 members 
Mstep: Class 8 contains 17674 members 
Mstep: Class 9 contains 133280 members 
Mstep: Class 10 contains 8489 members 
Mstep: Class 11 contains 22555 members 
Mstep: Class 12 contains 46892 members 
Mstep: Class 13 contains 609 members 
Mstep: Class 14 contains 26090 members 
Mstep: Class 15 contains 130096 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43539 members 
Mstep: Class 20 contains 125419 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31763 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43956 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15471 members 
Mstep: Class 29 contains 64636 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956992.000000 Penalty: 110053.570312
Iteration 452Q: 33 clusters Score -1.42957e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 155084 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 43952 members 
Mstep: Class 6 contains 32650 members 
Mstep: Class 7 contains 42481 members 
Mstep: Class 8 contains 17675 members 
Mstep: Class 9 contains 133244 members 
Mstep: Class 10 contains 8489 members 
Mstep: Class 11 contains 22548 members 
Mstep: Class 12 contains 46891 members 
Mstep: Class 13 contains 609 members 
Mstep: Class 14 contains 26091 members 
Mstep: Class 15 contains 130126 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7524 members 
Mstep: Class 19 contains 43542 members 
Mstep: Class 20 contains 125397 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31764 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43959 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15471 members 
Mstep: Class 29 contains 64629 members 
Mstep: Class 30 contains 1393 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956880.000000 Penalty: 110053.570312
Iteration 453Q: 33 clusters Score -1.429569e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 155115 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 43942 members 
Mstep: Class 6 contains 32651 members 
Mstep: Class 7 contains 42479 members 
Mstep: Class 8 contains 17674 members 
Mstep: Class 9 contains 133204 members 
Mstep: Class 10 contains 8489 members 
Mstep: Class 11 contains 22547 members 
Mstep: Class 12 contains 46887 members 
Mstep: Class 13 contains 609 members 
Mstep: Class 14 contains 26091 members 
Mstep: Class 15 contains 130172 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7524 members 
Mstep: Class 19 contains 43546 members 
Mstep: Class 20 contains 125379 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31762 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43956 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15471 members 
Mstep: Class 29 contains 64626 members 
Mstep: Class 30 contains 1395 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956928.000000 Penalty: 110053.570312
Iteration 454Q: 33 clusters Score -1.429569e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 155154 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 43927 members 
Mstep: Class 6 contains 32651 members 
Mstep: Class 7 contains 42479 members 
Mstep: Class 8 contains 17674 members 
Mstep: Class 9 contains 133163 members 
Mstep: Class 10 contains 8489 members 
Mstep: Class 11 contains 22545 members 
Mstep: Class 12 contains 46879 members 
Mstep: Class 13 contains 609 members 
Mstep: Class 14 contains 26092 members 
Mstep: Class 15 contains 130215 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43547 members 
Mstep: Class 20 contains 125365 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31763 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43952 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15471 members 
Mstep: Class 29 contains 64625 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956992.000000 Penalty: 110053.570312
Iteration 455Q: 33 clusters Score -1.42957e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 155193 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 43905 members 
Mstep: Class 6 contains 32651 members 
Mstep: Class 7 contains 42485 members 
Mstep: Class 8 contains 17676 members 
Mstep: Class 9 contains 133146 members 
Mstep: Class 10 contains 8488 members 
Mstep: Class 11 contains 22544 members 
Mstep: Class 12 contains 46873 members 
Mstep: Class 13 contains 609 members 
Mstep: Class 14 contains 26092 members 
Mstep: Class 15 contains 130236 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43545 members 
Mstep: Class 20 contains 125349 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31767 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43949 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15471 members 
Mstep: Class 29 contains 64622 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956928.000000 Penalty: 110053.570312
Iteration 456Q: 33 clusters Score -1.429569e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 155238 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 43890 members 
Mstep: Class 6 contains 32648 members 
Mstep: Class 7 contains 42485 members 
Mstep: Class 8 contains 17678 members 
Mstep: Class 9 contains 133128 members 
Mstep: Class 10 contains 8488 members 
Mstep: Class 11 contains 22544 members 
Mstep: Class 12 contains 46867 members 
Mstep: Class 13 contains 609 members 
Mstep: Class 14 contains 26095 members 
Mstep: Class 15 contains 130264 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43544 members 
Mstep: Class 20 contains 125321 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31769 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43940 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15471 members 
Mstep: Class 29 contains 64622 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956944.000000 Penalty: 110053.570312
Iteration 457Q: 33 clusters Score -1.429569e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 155280 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 43876 members 
Mstep: Class 6 contains 32642 members 
Mstep: Class 7 contains 42486 members 
Mstep: Class 8 contains 17677 members 
Mstep: Class 9 contains 133091 members 
Mstep: Class 10 contains 8488 members 
Mstep: Class 11 contains 22544 members 
Mstep: Class 12 contains 46859 members 
Mstep: Class 13 contains 609 members 
Mstep: Class 14 contains 26101 members 
Mstep: Class 15 contains 130301 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43545 members 
Mstep: Class 20 contains 125307 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31766 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43931 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15471 members 
Mstep: Class 29 contains 64627 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956768.000000 Penalty: 110053.570312
Iteration 458Q: 33 clusters Score -1.429568e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 155322 members 
Mstep: Class 4 contains 7599 members 
Mstep: Class 5 contains 43861 members 
Mstep: Class 6 contains 32633 members 
Mstep: Class 7 contains 42485 members 
Mstep: Class 8 contains 17679 members 
Mstep: Class 9 contains 133056 members 
Mstep: Class 10 contains 8488 members 
Mstep: Class 11 contains 22544 members 
Mstep: Class 12 contains 46850 members 
Mstep: Class 13 contains 609 members 
Mstep: Class 14 contains 26105 members 
Mstep: Class 15 contains 130354 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43544 members 
Mstep: Class 20 contains 125286 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31770 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43929 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15471 members 
Mstep: Class 29 contains 64616 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956864.000000 Penalty: 110053.570312
Iteration 459Q: 33 clusters Score -1.429569e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 155357 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 43851 members 
Mstep: Class 6 contains 32627 members 
Mstep: Class 7 contains 42483 members 
Mstep: Class 8 contains 17678 members 
Mstep: Class 9 contains 133024 members 
Mstep: Class 10 contains 8488 members 
Mstep: Class 11 contains 22546 members 
Mstep: Class 12 contains 46840 members 
Mstep: Class 13 contains 609 members 
Mstep: Class 14 contains 26106 members 
Mstep: Class 15 contains 130406 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43544 members 
Mstep: Class 20 contains 125271 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31768 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43923 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15471 members 
Mstep: Class 29 contains 64607 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956880.000000 Penalty: 110053.570312
Iteration 460F: 33 clusters Score -1.429569e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 155385 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 43839 members 
Mstep: Class 6 contains 32620 members 
Mstep: Class 7 contains 42483 members 
Mstep: Class 8 contains 17679 members 
Mstep: Class 9 contains 132996 members 
Mstep: Class 10 contains 8488 members 
Mstep: Class 11 contains 22546 members 
Mstep: Class 12 contains 46837 members 
Mstep: Class 13 contains 609 members 
Mstep: Class 14 contains 26109 members 
Mstep: Class 15 contains 130459 members 
Mstep: Class 16 contains 7397 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 43545 members 
Mstep: Class 20 contains 125249 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31761 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43919 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15471 members 
Mstep: Class 29 contains 64604 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956976.000000 Penalty: 110053.570312
Iteration 461Q: 33 clusters Score -1.42957e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 155402 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 43827 members 
Mstep: Class 6 contains 32617 members 
Mstep: Class 7 contains 42485 members 
Mstep: Class 8 contains 17679 members 
Mstep: Class 9 contains 132979 members 
Mstep: Class 10 contains 8488 members 
Mstep: Class 11 contains 22546 members 
Mstep: Class 12 contains 46828 members 
Mstep: Class 13 contains 609 members 
Mstep: Class 14 contains 26110 members 
Mstep: Class 15 contains 130505 members 
Mstep: Class 16 contains 7397 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 43543 members 
Mstep: Class 20 contains 125242 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31757 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43918 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15471 members 
Mstep: Class 29 contains 64593 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956960.000000 Penalty: 110053.570312
Iteration 462Q: 33 clusters Score -1.42957e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 155426 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 43814 members 
Mstep: Class 6 contains 32618 members 
Mstep: Class 7 contains 42489 members 
Mstep: Class 8 contains 17681 members 
Mstep: Class 9 contains 132950 members 
Mstep: Class 10 contains 8487 members 
Mstep: Class 11 contains 22543 members 
Mstep: Class 12 contains 46826 members 
Mstep: Class 13 contains 609 members 
Mstep: Class 14 contains 26110 members 
Mstep: Class 15 contains 130557 members 
Mstep: Class 16 contains 7397 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 43542 members 
Mstep: Class 20 contains 125221 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31758 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43910 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15472 members 
Mstep: Class 29 contains 64586 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957024.000000 Penalty: 110053.570312
Iteration 463Q: 33 clusters Score -1.42957e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 155478 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 43800 members 
Mstep: Class 6 contains 32615 members 
Mstep: Class 7 contains 42492 members 
Mstep: Class 8 contains 17683 members 
Mstep: Class 9 contains 132911 members 
Mstep: Class 10 contains 8487 members 
Mstep: Class 11 contains 22538 members 
Mstep: Class 12 contains 46822 members 
Mstep: Class 13 contains 609 members 
Mstep: Class 14 contains 26112 members 
Mstep: Class 15 contains 130599 members 
Mstep: Class 16 contains 7397 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43545 members 
Mstep: Class 20 contains 125196 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31762 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43900 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15472 members 
Mstep: Class 29 contains 64580 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956864.000000 Penalty: 110053.570312
Iteration 464Q: 33 clusters Score -1.429569e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 155517 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 43784 members 
Mstep: Class 6 contains 32620 members 
Mstep: Class 7 contains 42488 members 
Mstep: Class 8 contains 17684 members 
Mstep: Class 9 contains 132880 members 
Mstep: Class 10 contains 8488 members 
Mstep: Class 11 contains 22534 members 
Mstep: Class 12 contains 46817 members 
Mstep: Class 13 contains 609 members 
Mstep: Class 14 contains 26113 members 
Mstep: Class 15 contains 130641 members 
Mstep: Class 16 contains 7397 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43548 members 
Mstep: Class 20 contains 125175 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31763 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43897 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15472 members 
Mstep: Class 29 contains 64573 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957040.000000 Penalty: 110053.570312
Iteration 465Q: 33 clusters Score -1.42957e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 155561 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 43768 members 
Mstep: Class 6 contains 32619 members 
Mstep: Class 7 contains 42487 members 
Mstep: Class 8 contains 17683 members 
Mstep: Class 9 contains 132844 members 
Mstep: Class 10 contains 8489 members 
Mstep: Class 11 contains 22533 members 
Mstep: Class 12 contains 46803 members 
Mstep: Class 13 contains 609 members 
Mstep: Class 14 contains 26114 members 
Mstep: Class 15 contains 130692 members 
Mstep: Class 16 contains 7397 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 7524 members 
Mstep: Class 19 contains 43552 members 
Mstep: Class 20 contains 125150 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31770 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43892 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15472 members 
Mstep: Class 29 contains 64566 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956976.000000 Penalty: 110053.570312
Iteration 466Q: 33 clusters Score -1.42957e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 155595 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 43747 members 
Mstep: Class 6 contains 32617 members 
Mstep: Class 7 contains 42488 members 
Mstep: Class 8 contains 17681 members 
Mstep: Class 9 contains 132805 members 
Mstep: Class 10 contains 8490 members 
Mstep: Class 11 contains 22530 members 
Mstep: Class 12 contains 46792 members 
Mstep: Class 13 contains 609 members 
Mstep: Class 14 contains 26113 members 
Mstep: Class 15 contains 130757 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 5570 members 
Mstep: Class 18 contains 7523 members 
Mstep: Class 19 contains 43552 members 
Mstep: Class 20 contains 125128 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31777 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43887 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5843 members 
Mstep: Class 28 contains 15473 members 
Mstep: Class 29 contains 64564 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956864.000000 Penalty: 110053.570312
Iteration 467Q: 33 clusters Score -1.429569e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 155643 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 43732 members 
Mstep: Class 6 contains 32613 members 
Mstep: Class 7 contains 42487 members 
Mstep: Class 8 contains 17681 members 
Mstep: Class 9 contains 132788 members 
Mstep: Class 10 contains 8490 members 
Mstep: Class 11 contains 22524 members 
Mstep: Class 12 contains 46783 members 
Mstep: Class 13 contains 609 members 
Mstep: Class 14 contains 26114 members 
Mstep: Class 15 contains 130797 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 7523 members 
Mstep: Class 19 contains 43553 members 
Mstep: Class 20 contains 125115 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31777 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43872 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5843 members 
Mstep: Class 28 contains 15473 members 
Mstep: Class 29 contains 64555 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956848.000000 Penalty: 110053.570312
Iteration 468Q: 33 clusters Score -1.429568e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 155697 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 43717 members 
Mstep: Class 6 contains 32608 members 
Mstep: Class 7 contains 42489 members 
Mstep: Class 8 contains 17680 members 
Mstep: Class 9 contains 132761 members 
Mstep: Class 10 contains 8490 members 
Mstep: Class 11 contains 22519 members 
Mstep: Class 12 contains 46777 members 
Mstep: Class 13 contains 609 members 
Mstep: Class 14 contains 26114 members 
Mstep: Class 15 contains 130821 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 7524 members 
Mstep: Class 19 contains 43551 members 
Mstep: Class 20 contains 125106 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31780 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43863 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5843 members 
Mstep: Class 28 contains 15473 members 
Mstep: Class 29 contains 64550 members 
Mstep: Class 30 contains 1394 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956864.000000 Penalty: 110053.570312
Iteration 469Q: 33 clusters Score -1.429569e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 155763 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 43701 members 
Mstep: Class 6 contains 32608 members 
Mstep: Class 7 contains 42489 members 
Mstep: Class 8 contains 17682 members 
Mstep: Class 9 contains 132716 members 
Mstep: Class 10 contains 8490 members 
Mstep: Class 11 contains 22518 members 
Mstep: Class 12 contains 46775 members 
Mstep: Class 13 contains 609 members 
Mstep: Class 14 contains 26114 members 
Mstep: Class 15 contains 130835 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 7523 members 
Mstep: Class 19 contains 43555 members 
Mstep: Class 20 contains 125089 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31789 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43855 members 
Mstep: Class 26 contains 6588 members 
Mstep: Class 27 contains 5843 members 
Mstep: Class 28 contains 15473 members 
Mstep: Class 29 contains 64544 members 
Mstep: Class 30 contains 1395 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956768.000000 Penalty: 110053.570312
Iteration 470Q: 33 clusters Score -1.429568e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 155813 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 43683 members 
Mstep: Class 6 contains 32609 members 
Mstep: Class 7 contains 42491 members 
Mstep: Class 8 contains 17681 members 
Mstep: Class 9 contains 132698 members 
Mstep: Class 10 contains 8489 members 
Mstep: Class 11 contains 22516 members 
Mstep: Class 12 contains 46772 members 
Mstep: Class 13 contains 609 members 
Mstep: Class 14 contains 26114 members 
Mstep: Class 15 contains 130858 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 7523 members 
Mstep: Class 19 contains 43558 members 
Mstep: Class 20 contains 125068 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31791 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43846 members 
Mstep: Class 26 contains 6588 members 
Mstep: Class 27 contains 5843 members 
Mstep: Class 28 contains 15473 members 
Mstep: Class 29 contains 64532 members 
Mstep: Class 30 contains 1399 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956784.000000 Penalty: 110053.570312
Iteration 471Q: 33 clusters Score -1.429568e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 155870 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 43668 members 
Mstep: Class 6 contains 32604 members 
Mstep: Class 7 contains 42494 members 
Mstep: Class 8 contains 17681 members 
Mstep: Class 9 contains 132682 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22510 members 
Mstep: Class 12 contains 46758 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26114 members 
Mstep: Class 15 contains 130878 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 5568 members 
Mstep: Class 18 contains 7523 members 
Mstep: Class 19 contains 43559 members 
Mstep: Class 20 contains 125054 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31790 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43839 members 
Mstep: Class 26 contains 6588 members 
Mstep: Class 27 contains 5843 members 
Mstep: Class 28 contains 15473 members 
Mstep: Class 29 contains 64526 members 
Mstep: Class 30 contains 1400 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956848.000000 Penalty: 110053.570312
Iteration 472Q: 33 clusters Score -1.429568e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 155931 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 43650 members 
Mstep: Class 6 contains 32602 members 
Mstep: Class 7 contains 42498 members 
Mstep: Class 8 contains 17680 members 
Mstep: Class 9 contains 132639 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22508 members 
Mstep: Class 12 contains 46746 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26113 members 
Mstep: Class 15 contains 130900 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 5568 members 
Mstep: Class 18 contains 7523 members 
Mstep: Class 19 contains 43558 members 
Mstep: Class 20 contains 125045 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31790 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43839 members 
Mstep: Class 26 contains 6588 members 
Mstep: Class 27 contains 5843 members 
Mstep: Class 28 contains 15473 members 
Mstep: Class 29 contains 64526 members 
Mstep: Class 30 contains 1402 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956880.000000 Penalty: 110053.570312
Iteration 473Q: 33 clusters Score -1.429569e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2632 members 
Mstep: Class 3 contains 156001 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 43635 members 
Mstep: Class 6 contains 32601 members 
Mstep: Class 7 contains 42494 members 
Mstep: Class 8 contains 17680 members 
Mstep: Class 9 contains 132601 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22512 members 
Mstep: Class 12 contains 46730 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26115 members 
Mstep: Class 15 contains 130921 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 7524 members 
Mstep: Class 19 contains 43557 members 
Mstep: Class 20 contains 125038 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31786 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43832 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5843 members 
Mstep: Class 28 contains 15473 members 
Mstep: Class 29 contains 64516 members 
Mstep: Class 30 contains 1403 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956928.000000 Penalty: 110053.570312
Iteration 474Q: 33 clusters Score -1.429569e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2633 members 
Mstep: Class 3 contains 156061 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 43628 members 
Mstep: Class 6 contains 32602 members 
Mstep: Class 7 contains 42494 members 
Mstep: Class 8 contains 17680 members 
Mstep: Class 9 contains 132560 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22509 members 
Mstep: Class 12 contains 46720 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26117 members 
Mstep: Class 15 contains 130948 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 5570 members 
Mstep: Class 18 contains 7522 members 
Mstep: Class 19 contains 43556 members 
Mstep: Class 20 contains 125021 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31791 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43825 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 5843 members 
Mstep: Class 28 contains 15473 members 
Mstep: Class 29 contains 64506 members 
Mstep: Class 30 contains 1403 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956960.000000 Penalty: 110053.570312
Iteration 475Q: 33 clusters Score -1.42957e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2633 members 
Mstep: Class 3 contains 156099 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 43619 members 
Mstep: Class 6 contains 32602 members 
Mstep: Class 7 contains 42495 members 
Mstep: Class 8 contains 17679 members 
Mstep: Class 9 contains 132524 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22512 members 
Mstep: Class 12 contains 46722 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26116 members 
Mstep: Class 15 contains 130985 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 5570 members 
Mstep: Class 18 contains 7523 members 
Mstep: Class 19 contains 43559 members 
Mstep: Class 20 contains 124990 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31795 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43815 members 
Mstep: Class 26 contains 6590 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15473 members 
Mstep: Class 29 contains 64505 members 
Mstep: Class 30 contains 1403 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957056.000000 Penalty: 110053.570312
Iteration 476Q: 33 clusters Score -1.429571e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2632 members 
Mstep: Class 3 contains 156164 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 43611 members 
Mstep: Class 6 contains 32598 members 
Mstep: Class 7 contains 42496 members 
Mstep: Class 8 contains 17681 members 
Mstep: Class 9 contains 132475 members 
Mstep: Class 10 contains 8492 members 
Mstep: Class 11 contains 22508 members 
Mstep: Class 12 contains 46713 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26116 members 
Mstep: Class 15 contains 131013 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 5570 members 
Mstep: Class 18 contains 7523 members 
Mstep: Class 19 contains 43566 members 
Mstep: Class 20 contains 124965 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31796 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43807 members 
Mstep: Class 26 contains 6590 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15474 members 
Mstep: Class 29 contains 64506 members 
Mstep: Class 30 contains 1403 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957120.000000 Penalty: 110053.570312
Iteration 477Q: 33 clusters Score -1.429571e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2631 members 
Mstep: Class 3 contains 156259 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 43597 members 
Mstep: Class 6 contains 32591 members 
Mstep: Class 7 contains 42497 members 
Mstep: Class 8 contains 17682 members 
Mstep: Class 9 contains 132432 members 
Mstep: Class 10 contains 8492 members 
Mstep: Class 11 contains 22507 members 
Mstep: Class 12 contains 46704 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26116 members 
Mstep: Class 15 contains 131028 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 5570 members 
Mstep: Class 18 contains 7523 members 
Mstep: Class 19 contains 43570 members 
Mstep: Class 20 contains 124934 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31793 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43801 members 
Mstep: Class 26 contains 6590 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15476 members 
Mstep: Class 29 contains 64503 members 
Mstep: Class 30 contains 1403 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957184.000000 Penalty: 110053.570312
Iteration 478Q: 33 clusters Score -1.429572e+08 nChanged 448
Entering ConstructFrom: 
Score: -142957184.000000 Penalty: 110053.570312
Entering ConstructFrom: 
Trying to split cluster 1 (6022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Entering Unmasked Estep 
Score: -810883.250000 Penalty: 2158.387207
	Iteration 0F: 2 clusters Score -810883.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -805742.812500 Penalty: 4316.774414
	Iteration 0F: 3 clusters Score -805742.8 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -807127.625000 Penalty: 4316.774414
	Iteration 1F: 3 clusters Score -807127.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -807449.625000 Penalty: 4316.774414
	Iteration 2F: 3 clusters Score -807449.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -807724.062500 Penalty: 4316.774414
	Iteration 3F: 3 clusters Score -807724.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -807954.375000 Penalty: 4316.774414
	Iteration 4F: 3 clusters Score -807954.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -808099.500000 Penalty: 4316.774414
	Iteration 5Q: 3 clusters Score -808099.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -808247.937500 Penalty: 4316.774414
	Iteration 6Q: 3 clusters Score -808247.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -808398.000000 Penalty: 4316.774414
	Iteration 7Q: 3 clusters Score -808398 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -808558.312500 Penalty: 4316.774414
	Iteration 8Q: 3 clusters Score -808558.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -808737.562500 Penalty: 4316.774414
	Iteration 9Q: 3 clusters Score -808737.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -808901.437500 Penalty: 4316.774414
	Iteration 10Q: 3 clusters Score -808901.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -809046.687500 Penalty: 4316.774414
	Iteration 11Q: 3 clusters Score -809046.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -809148.875000 Penalty: 4316.774414
	Iteration 12Q: 3 clusters Score -809148.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -809237.937500 Penalty: 4316.774414
	Iteration 13Q: 3 clusters Score -809237.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -809327.000000 Penalty: 4316.774414
	Iteration 14Q: 3 clusters Score -809327 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -809386.125000 Penalty: 4316.774414
	Iteration 15Q: 3 clusters Score -809386.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -809430.500000 Penalty: 4316.774414
	Iteration 16Q: 3 clusters Score -809430.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -809470.062500 Penalty: 4316.774414
	Iteration 17Q: 3 clusters Score -809470.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -809517.312500 Penalty: 4316.774414
	Iteration 18Q: 3 clusters Score -809517.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -809568.375000 Penalty: 4316.774414
	Iteration 19Q: 3 clusters Score -809568.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -809612.750000 Penalty: 4316.774414
	Iteration 20F: 3 clusters Score -809612.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -809671.250000 Penalty: 4316.774414
	Iteration 21Q: 3 clusters Score -809671.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -809803.437500 Penalty: 4316.774414
	Iteration 22Q: 3 clusters Score -809803.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -810181.562500 Penalty: 4316.774414
	Iteration 23Q: 3 clusters Score -810181.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -810616.312500 Penalty: 4316.774414
	Iteration 24Q: 3 clusters Score -810616.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -810714.062500 Penalty: 4316.774414
	Iteration 25Q: 3 clusters Score -810714.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -810770.375000 Penalty: 4316.774414
	Iteration 26Q: 3 clusters Score -810770.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -810807.687500 Penalty: 4316.774414
	Iteration 27Q: 3 clusters Score -810807.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -810827.875000 Penalty: 4316.774414
	Iteration 28Q: 3 clusters Score -810827.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -810842.125000 Penalty: 4316.774414
	Iteration 29Q: 3 clusters Score -810842.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -810851.500000 Penalty: 4316.774414
	Iteration 30Q: 3 clusters Score -810851.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -810855.562500 Penalty: 4316.774414
	Iteration 31Q: 3 clusters Score -810855.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -810862.250000 Penalty: 4316.774414
	Iteration 32Q: 3 clusters Score -810862.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -810865.187500 Penalty: 4316.774414
	Iteration 33Q: 3 clusters Score -810865.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -810869.187500 Penalty: 4316.774414
	Iteration 34Q: 3 clusters Score -810869.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -810875.062500 Penalty: 4316.774414
	Iteration 35Q: 3 clusters Score -810875.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -810881.875000 Penalty: 4316.774414
	Iteration 36Q: 3 clusters Score -810881.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -810892.687500 Penalty: 4316.774414
	Iteration 37Q: 3 clusters Score -810892.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -810900.125000 Penalty: 4316.774414
	Iteration 38Q: 3 clusters Score -810900.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -810905.437500 Penalty: 4316.774414
	Iteration 39Q: 3 clusters Score -810905.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -810916.562500 Penalty: 4316.774414
	Iteration 40F: 3 clusters Score -810916.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -810953.312500 Penalty: 4316.774414
	Iteration 41Q: 3 clusters Score -810953.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -811031.812500 Penalty: 4316.774414
	Iteration 42Q: 3 clusters Score -811031.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -811137.437500 Penalty: 4316.774414
	Iteration 43Q: 3 clusters Score -811137.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -811218.000000 Penalty: 4316.774414
	Iteration 44Q: 3 clusters Score -811218 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -811274.875000 Penalty: 4316.774414
	Iteration 45Q: 3 clusters Score -811274.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -811307.625000 Penalty: 4316.774414
	Iteration 46Q: 3 clusters Score -811307.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -811340.312500 Penalty: 4316.774414
	Iteration 47Q: 3 clusters Score -811340.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -811357.750000 Penalty: 4316.774414
	Iteration 48Q: 3 clusters Score -811357.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -811366.625000 Penalty: 4316.774414
	Iteration 49Q: 3 clusters Score -811366.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -811376.312500 Penalty: 4316.774414
	Iteration 50Q: 3 clusters Score -811376.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -811389.250000 Penalty: 4316.774414
	Iteration 51Q: 3 clusters Score -811389.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -811393.437500 Penalty: 4316.774414
	Iteration 52Q: 3 clusters Score -811393.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -811397.750000 Penalty: 4316.774414
	Iteration 53Q: 3 clusters Score -811397.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -811401.562500 Penalty: 4316.774414
	Iteration 54Q: 3 clusters Score -811401.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -811404.500000 Penalty: 4316.774414
	Iteration 55Q: 3 clusters Score -811404.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -811406.062500 Penalty: 4316.774414
	Iteration 56Q: 3 clusters Score -811406.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -811407.187500 Penalty: 4316.774414
	Iteration 57Q: 3 clusters Score -811407.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -811407.562500 Penalty: 4316.774414
	Iteration 58Q: 3 clusters Score -811407.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -811409.062500 Penalty: 4316.774414
	Iteration 59F: 3 clusters Score -811409.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -811409.937500 Penalty: 4316.774414
	Iteration 60F: 3 clusters Score -811409.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -811411.062500 Penalty: 4316.774414
	Iteration 61Q: 3 clusters Score -811411.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -811411.062500 Penalty: 4316.774414
	Iteration 62F: 3 clusters Score -811411.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 156336 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 43586 members 
Mstep: Class 6 contains 32590 members 
Mstep: Class 7 contains 42501 members 
Mstep: Class 8 contains 17683 members 
Mstep: Class 9 contains 132391 members 
Mstep: Class 10 contains 8492 members 
Mstep: Class 11 contains 22507 members 
Mstep: Class 12 contains 46692 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26116 members 
Mstep: Class 15 contains 131044 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 5570 members 
Mstep: Class 18 contains 7523 members 
Mstep: Class 19 contains 43574 members 
Mstep: Class 20 contains 124913 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31782 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43793 members 
Mstep: Class 26 contains 6590 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15478 members 
Mstep: Class 29 contains 64505 members 
Mstep: Class 30 contains 1403 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1257 members 
Mstep: Class 33 contains 3988 members 
Entering Unmasked Estep 
Score: -142956320.000000 Penalty: 113492.750000
Splitting cluster 1 changes total score from -142957184.000000 to -142956320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Entering Unmasked Estep 
Score: -346659.125000 Penalty: 1952.935303
	Iteration 0F: 2 clusters Score -346659.1 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 1326 members 
Entering Unmasked Estep 
Score: -343614.468750 Penalty: 3905.870605
	Iteration 0F: 3 clusters Score -343614.5 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -344217.906250 Penalty: 3905.870605
	Iteration 1F: 3 clusters Score -344217.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -344394.812500 Penalty: 3905.870605
	Iteration 2F: 3 clusters Score -344394.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -344530.437500 Penalty: 3905.870605
	Iteration 3F: 3 clusters Score -344530.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -344627.937500 Penalty: 3905.870605
	Iteration 4Q: 3 clusters Score -344627.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -344717.312500 Penalty: 3905.870605
	Iteration 5Q: 3 clusters Score -344717.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -344778.625000 Penalty: 3905.870605
	Iteration 6Q: 3 clusters Score -344778.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -344816.656250 Penalty: 3905.870605
	Iteration 7Q: 3 clusters Score -344816.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -344843.156250 Penalty: 3905.870605
	Iteration 8Q: 3 clusters Score -344843.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -344863.406250 Penalty: 3905.870605
	Iteration 9Q: 3 clusters Score -344863.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -344879.500000 Penalty: 3905.870605
	Iteration 10Q: 3 clusters Score -344879.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -344891.562500 Penalty: 3905.870605
	Iteration 11Q: 3 clusters Score -344891.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -344903.250000 Penalty: 3905.870605
	Iteration 12Q: 3 clusters Score -344903.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -344919.468750 Penalty: 3905.870605
	Iteration 13Q: 3 clusters Score -344919.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -344932.281250 Penalty: 3905.870605
	Iteration 14Q: 3 clusters Score -344932.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -344944.781250 Penalty: 3905.870605
	Iteration 15Q: 3 clusters Score -344944.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -344959.281250 Penalty: 3905.870605
	Iteration 16Q: 3 clusters Score -344959.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -344972.375000 Penalty: 3905.870605
	Iteration 17Q: 3 clusters Score -344972.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -344987.875000 Penalty: 3905.870605
	Iteration 18Q: 3 clusters Score -344987.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -344999.625000 Penalty: 3905.870605
	Iteration 19Q: 3 clusters Score -344999.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -345007.500000 Penalty: 3905.870605
	Iteration 20F: 3 clusters Score -345007.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -345019.218750 Penalty: 3905.870605
	Iteration 21Q: 3 clusters Score -345019.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -345034.000000 Penalty: 3905.870605
	Iteration 22Q: 3 clusters Score -345034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -345046.625000 Penalty: 3905.870605
	Iteration 23Q: 3 clusters Score -345046.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -345065.062500 Penalty: 3905.870605
	Iteration 24Q: 3 clusters Score -345065.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -345082.062500 Penalty: 3905.870605
	Iteration 25Q: 3 clusters Score -345082.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -345099.000000 Penalty: 3905.870605
	Iteration 26Q: 3 clusters Score -345099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -345109.843750 Penalty: 3905.870605
	Iteration 27Q: 3 clusters Score -345109.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -345119.531250 Penalty: 3905.870605
	Iteration 28Q: 3 clusters Score -345119.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -345126.093750 Penalty: 3905.870605
	Iteration 29Q: 3 clusters Score -345126.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -345133.312500 Penalty: 3905.870605
	Iteration 30Q: 3 clusters Score -345133.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -345143.093750 Penalty: 3905.870605
	Iteration 31Q: 3 clusters Score -345143.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -345149.937500 Penalty: 3905.870605
	Iteration 32Q: 3 clusters Score -345149.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -345156.343750 Penalty: 3905.870605
	Iteration 33Q: 3 clusters Score -345156.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -345162.093750 Penalty: 3905.870605
	Iteration 34Q: 3 clusters Score -345162.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -345170.718750 Penalty: 3905.870605
	Iteration 35Q: 3 clusters Score -345170.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -345177.156250 Penalty: 3905.870605
	Iteration 36Q: 3 clusters Score -345177.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -345185.500000 Penalty: 3905.870605
	Iteration 37Q: 3 clusters Score -345185.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -345191.750000 Penalty: 3905.870605
	Iteration 38Q: 3 clusters Score -345191.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -345200.437500 Penalty: 3905.870605
	Iteration 39Q: 3 clusters Score -345200.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -345206.593750 Penalty: 3905.870605
	Iteration 40F: 3 clusters Score -345206.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -345214.968750 Penalty: 3905.870605
	Iteration 41Q: 3 clusters Score -345215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -345221.031250 Penalty: 3905.870605
	Iteration 42Q: 3 clusters Score -345221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -345228.031250 Penalty: 3905.870605
	Iteration 43Q: 3 clusters Score -345228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -345236.375000 Penalty: 3905.870605
	Iteration 44Q: 3 clusters Score -345236.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -345239.250000 Penalty: 3905.870605
	Iteration 45Q: 3 clusters Score -345239.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -345243.593750 Penalty: 3905.870605
	Iteration 46Q: 3 clusters Score -345243.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -345245.281250 Penalty: 3905.870605
	Iteration 47Q: 3 clusters Score -345245.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -345246.812500 Penalty: 3905.870605
	Iteration 48Q: 3 clusters Score -345246.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -345246.781250 Penalty: 3905.870605
	Iteration 49Q: 3 clusters Score -345246.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -345247.031250 Penalty: 3905.870605
	Iteration 50Q: 3 clusters Score -345247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -345247.031250 Penalty: 3905.870605
	Iteration 51F: 3 clusters Score -345247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (156336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156336 members 
Entering Unmasked Estep 
Score: -21718604.000000 Penalty: 2966.020996
	Iteration 0F: 2 clusters Score -2.17186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78576 members 
Mstep: Class 2 contains 77760 members 
Entering Unmasked Estep 
Score: -21618936.000000 Penalty: 5932.041992
	Iteration 0F: 3 clusters Score -2.161894e+07 nChanged 74571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83083 members 
Mstep: Class 2 contains 73253 members 
Entering Unmasked Estep 
Score: -21661638.000000 Penalty: 5932.041992
	Iteration 1F: 3 clusters Score -2.166164e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 70432 members 
Entering Unmasked Estep 
Score: -21662594.000000 Penalty: 5932.041992
	Iteration 2Q: 3 clusters Score -2.166259e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90296 members 
Mstep: Class 2 contains 66040 members 
Entering Unmasked Estep 
Score: -21664270.000000 Penalty: 5932.041992
	Iteration 3Q: 3 clusters Score -2.166427e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96962 members 
Mstep: Class 2 contains 59374 members 
Entering Unmasked Estep 
Score: -21667252.000000 Penalty: 5932.041992
	Iteration 4Q: 3 clusters Score -2.166725e+07 nChanged 9939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106839 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -21673014.000000 Penalty: 5932.041992
	Iteration 5F: 3 clusters Score -2.167301e+07 nChanged 13748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120583 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -21683760.000000 Penalty: 5932.041992
	Iteration 6F: 3 clusters Score -2.168376e+07 nChanged 15650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136233 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -21697804.000000 Penalty: 5932.041992
	Iteration 7F: 3 clusters Score -2.16978e+07 nChanged 12414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148647 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -21709306.000000 Penalty: 5932.041992
	Iteration 8F: 3 clusters Score -2.170931e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154295 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -21714124.000000 Penalty: 5932.041992
	Iteration 9Q: 3 clusters Score -2.171412e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155785 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -21715306.000000 Penalty: 5932.041992
	Iteration 10Q: 3 clusters Score -2.171531e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156086 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21715694.000000 Penalty: 5932.041992
	Iteration 11Q: 3 clusters Score -2.171569e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156151 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21715828.000000 Penalty: 5932.041992
	Iteration 12Q: 3 clusters Score -2.171583e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156159 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21715868.000000 Penalty: 5932.041992
	Iteration 13Q: 3 clusters Score -2.171587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21715894.000000 Penalty: 5932.041992
	Iteration 14Q: 3 clusters Score -2.171589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156169 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21715900.000000 Penalty: 5932.041992
	Iteration 15Q: 3 clusters Score -2.17159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156171 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21715902.000000 Penalty: 5932.041992
	Iteration 16Q: 3 clusters Score -2.17159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156171 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21715902.000000 Penalty: 5932.041992
	Iteration 17F: 3 clusters Score -2.17159e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Entering Unmasked Estep 
Score: -1019756.000000 Penalty: 2216.169434
	Iteration 0F: 2 clusters Score -1019756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1013598.562500 Penalty: 4432.338867
	Iteration 0F: 3 clusters Score -1013599 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1015426.312500 Penalty: 4432.338867
	Iteration 1F: 3 clusters Score -1015426 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1015823.250000 Penalty: 4432.338867
	Iteration 2F: 3 clusters Score -1015823 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1016140.187500 Penalty: 4432.338867
	Iteration 3F: 3 clusters Score -1016140 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1016416.500000 Penalty: 4432.338867
	Iteration 4F: 3 clusters Score -1016416 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1016654.750000 Penalty: 4432.338867
	Iteration 5Q: 3 clusters Score -1016655 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1016878.812500 Penalty: 4432.338867
	Iteration 6Q: 3 clusters Score -1016879 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1017045.125000 Penalty: 4432.338867
	Iteration 7Q: 3 clusters Score -1017045 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1017187.875000 Penalty: 4432.338867
	Iteration 8Q: 3 clusters Score -1017188 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1017305.937500 Penalty: 4432.338867
	Iteration 9Q: 3 clusters Score -1017306 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1017406.125000 Penalty: 4432.338867
	Iteration 10Q: 3 clusters Score -1017406 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1017486.687500 Penalty: 4432.338867
	Iteration 11Q: 3 clusters Score -1017487 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1017569.312500 Penalty: 4432.338867
	Iteration 12Q: 3 clusters Score -1017569 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1017641.875000 Penalty: 4432.338867
	Iteration 13Q: 3 clusters Score -1017642 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1017703.687500 Penalty: 4432.338867
	Iteration 14Q: 3 clusters Score -1017704 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1017773.812500 Penalty: 4432.338867
	Iteration 15Q: 3 clusters Score -1017774 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1017853.000000 Penalty: 4432.338867
	Iteration 16Q: 3 clusters Score -1017853 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1017948.687500 Penalty: 4432.338867
	Iteration 17Q: 3 clusters Score -1017949 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1018064.625000 Penalty: 4432.338867
	Iteration 18Q: 3 clusters Score -1018065 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1018170.687500 Penalty: 4432.338867
	Iteration 19Q: 3 clusters Score -1018171 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1018238.937500 Penalty: 4432.338867
	Iteration 20F: 3 clusters Score -1018239 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1018297.750000 Penalty: 4432.338867
	Iteration 21Q: 3 clusters Score -1018298 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1018365.437500 Penalty: 4432.338867
	Iteration 22Q: 3 clusters Score -1018365 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1018442.187500 Penalty: 4432.338867
	Iteration 23Q: 3 clusters Score -1018442 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1018502.187500 Penalty: 4432.338867
	Iteration 24Q: 3 clusters Score -1018502 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1018550.312500 Penalty: 4432.338867
	Iteration 25Q: 3 clusters Score -1018550 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1018586.625000 Penalty: 4432.338867
	Iteration 26Q: 3 clusters Score -1018587 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1018620.062500 Penalty: 4432.338867
	Iteration 27Q: 3 clusters Score -1018620 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1018641.125000 Penalty: 4432.338867
	Iteration 28Q: 3 clusters Score -1018641 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1018663.437500 Penalty: 4432.338867
	Iteration 29Q: 3 clusters Score -1018663 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1018687.375000 Penalty: 4432.338867
	Iteration 30Q: 3 clusters Score -1018687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1018703.125000 Penalty: 4432.338867
	Iteration 31Q: 3 clusters Score -1018703 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1018725.500000 Penalty: 4432.338867
	Iteration 32Q: 3 clusters Score -1018726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1018745.375000 Penalty: 4432.338867
	Iteration 33Q: 3 clusters Score -1018745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1018763.687500 Penalty: 4432.338867
	Iteration 34Q: 3 clusters Score -1018764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1018786.750000 Penalty: 4432.338867
	Iteration 35Q: 3 clusters Score -1018787 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1018806.250000 Penalty: 4432.338867
	Iteration 36Q: 3 clusters Score -1018806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1018827.500000 Penalty: 4432.338867
	Iteration 37Q: 3 clusters Score -1018828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1018844.875000 Penalty: 4432.338867
	Iteration 38Q: 3 clusters Score -1018845 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1018858.875000 Penalty: 4432.338867
	Iteration 39Q: 3 clusters Score -1018859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1018868.687500 Penalty: 4432.338867
	Iteration 40F: 3 clusters Score -1018869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1018879.562500 Penalty: 4432.338867
	Iteration 41Q: 3 clusters Score -1018880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1018889.875000 Penalty: 4432.338867
	Iteration 42Q: 3 clusters Score -1018890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1018895.125000 Penalty: 4432.338867
	Iteration 43Q: 3 clusters Score -1018895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1018906.062500 Penalty: 4432.338867
	Iteration 44Q: 3 clusters Score -1018906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1018913.687500 Penalty: 4432.338867
	Iteration 45Q: 3 clusters Score -1018914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1018923.500000 Penalty: 4432.338867
	Iteration 46Q: 3 clusters Score -1018924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1018933.312500 Penalty: 4432.338867
	Iteration 47Q: 3 clusters Score -1018933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1018948.000000 Penalty: 4432.338867
	Iteration 48Q: 3 clusters Score -1018948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1018958.250000 Penalty: 4432.338867
	Iteration 49Q: 3 clusters Score -1018958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1018960.562500 Penalty: 4432.338867
	Iteration 50Q: 3 clusters Score -1018961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1018971.875000 Penalty: 4432.338867
	Iteration 51Q: 3 clusters Score -1018972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1018978.062500 Penalty: 4432.338867
	Iteration 52Q: 3 clusters Score -1018978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1018985.437500 Penalty: 4432.338867
	Iteration 53Q: 3 clusters Score -1018985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1018990.000000 Penalty: 4432.338867
	Iteration 54Q: 3 clusters Score -1018990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1018997.500000 Penalty: 4432.338867
	Iteration 55Q: 3 clusters Score -1018998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1019006.312500 Penalty: 4432.338867
	Iteration 56Q: 3 clusters Score -1019006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1019016.187500 Penalty: 4432.338867
	Iteration 57Q: 3 clusters Score -1019016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1019028.437500 Penalty: 4432.338867
	Iteration 58Q: 3 clusters Score -1019028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1019035.750000 Penalty: 4432.338867
	Iteration 59Q: 3 clusters Score -1019036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1019039.812500 Penalty: 4432.338867
	Iteration 60F: 3 clusters Score -1019040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1019049.250000 Penalty: 4432.338867
	Iteration 61Q: 3 clusters Score -1019049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1019055.187500 Penalty: 4432.338867
	Iteration 62Q: 3 clusters Score -1019055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1019058.937500 Penalty: 4432.338867
	Iteration 63Q: 3 clusters Score -1019059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1019064.375000 Penalty: 4432.338867
	Iteration 64Q: 3 clusters Score -1019064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1019065.687500 Penalty: 4432.338867
	Iteration 65Q: 3 clusters Score -1019066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1019067.437500 Penalty: 4432.338867
	Iteration 66Q: 3 clusters Score -1019067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1019070.687500 Penalty: 4432.338867
	Iteration 67Q: 3 clusters Score -1019071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1019072.687500 Penalty: 4432.338867
	Iteration 68Q: 3 clusters Score -1019073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1019076.625000 Penalty: 4432.338867
	Iteration 69Q: 3 clusters Score -1019077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1019078.125000 Penalty: 4432.338867
	Iteration 70Q: 3 clusters Score -1019078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1019080.250000 Penalty: 4432.338867
	Iteration 71Q: 3 clusters Score -1019080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1019082.125000 Penalty: 4432.338867
	Iteration 72Q: 3 clusters Score -1019082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1019081.750000 Penalty: 4432.338867
	Iteration 73Q: 3 clusters Score -1019082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1019081.750000 Penalty: 4432.338867
	Iteration 74F: 3 clusters Score -1019082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Entering Unmasked Estep 
Score: -6123511.000000 Penalty: 2649.257812
	Iteration 0F: 2 clusters Score -6123511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -6094014.000000 Penalty: 5298.515625
	Iteration 0F: 3 clusters Score -6094014 nChanged 20074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -6104889.500000 Penalty: 5298.515625
	Iteration 1F: 3 clusters Score -6104890 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -6105510.000000 Penalty: 5298.515625
	Iteration 2Q: 3 clusters Score -6105510 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -6106150.500000 Penalty: 5298.515625
	Iteration 3Q: 3 clusters Score -6106150 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -6106870.000000 Penalty: 5298.515625
	Iteration 4Q: 3 clusters Score -6106870 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -6107819.500000 Penalty: 5298.515625
	Iteration 5Q: 3 clusters Score -6107820 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -6109135.000000 Penalty: 5298.515625
	Iteration 6F: 3 clusters Score -6109135 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -6110978.500000 Penalty: 5298.515625
	Iteration 7F: 3 clusters Score -6110978 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -6113438.500000 Penalty: 5298.515625
	Iteration 8F: 3 clusters Score -6113438 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -6115843.000000 Penalty: 5298.515625
	Iteration 9F: 3 clusters Score -6115843 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -6117719.000000 Penalty: 5298.515625
	Iteration 10F: 3 clusters Score -6117719 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -6118708.000000 Penalty: 5298.515625
	Iteration 11Q: 3 clusters Score -6118708 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -6119250.500000 Penalty: 5298.515625
	Iteration 12Q: 3 clusters Score -6119250 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -6119618.000000 Penalty: 5298.515625
	Iteration 13Q: 3 clusters Score -6119618 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -6119882.000000 Penalty: 5298.515625
	Iteration 14Q: 3 clusters Score -6119882 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -6120092.000000 Penalty: 5298.515625
	Iteration 15Q: 3 clusters Score -6120092 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -6120268.000000 Penalty: 5298.515625
	Iteration 16Q: 3 clusters Score -6120268 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -6120377.500000 Penalty: 5298.515625
	Iteration 17Q: 3 clusters Score -6120378 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -6120454.000000 Penalty: 5298.515625
	Iteration 18Q: 3 clusters Score -6120454 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -6120573.500000 Penalty: 5298.515625
	Iteration 19Q: 3 clusters Score -6120574 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -6120637.000000 Penalty: 5298.515625
	Iteration 20F: 3 clusters Score -6120637 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -6120701.500000 Penalty: 5298.515625
	Iteration 21Q: 3 clusters Score -6120702 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -6120750.000000 Penalty: 5298.515625
	Iteration 22Q: 3 clusters Score -6120750 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -6120824.500000 Penalty: 5298.515625
	Iteration 23Q: 3 clusters Score -6120824 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -6120899.000000 Penalty: 5298.515625
	Iteration 24Q: 3 clusters Score -6120899 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -6120964.500000 Penalty: 5298.515625
	Iteration 25Q: 3 clusters Score -6120964 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -6121032.000000 Penalty: 5298.515625
	Iteration 26Q: 3 clusters Score -6121032 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -6121094.000000 Penalty: 5298.515625
	Iteration 27Q: 3 clusters Score -6121094 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -6121134.500000 Penalty: 5298.515625
	Iteration 28Q: 3 clusters Score -6121134 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -6121177.500000 Penalty: 5298.515625
	Iteration 29Q: 3 clusters Score -6121178 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -6121212.000000 Penalty: 5298.515625
	Iteration 30Q: 3 clusters Score -6121212 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -6121243.500000 Penalty: 5298.515625
	Iteration 31Q: 3 clusters Score -6121244 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -6121243.000000 Penalty: 5298.515625
	Iteration 32Q: 3 clusters Score -6121243 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -6121272.000000 Penalty: 5298.515625
	Iteration 33Q: 3 clusters Score -6121272 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -6121290.000000 Penalty: 5298.515625
	Iteration 34Q: 3 clusters Score -6121290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -6121317.500000 Penalty: 5298.515625
	Iteration 35Q: 3 clusters Score -6121318 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -6121346.500000 Penalty: 5298.515625
	Iteration 36Q: 3 clusters Score -6121346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -6121357.000000 Penalty: 5298.515625
	Iteration 37Q: 3 clusters Score -6121357 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -6121365.000000 Penalty: 5298.515625
	Iteration 38Q: 3 clusters Score -6121365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -6121377.500000 Penalty: 5298.515625
	Iteration 39Q: 3 clusters Score -6121378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -6121375.500000 Penalty: 5298.515625
	Iteration 40F: 3 clusters Score -6121376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -6121376.500000 Penalty: 5298.515625
	Iteration 41Q: 3 clusters Score -6121376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -6121373.000000 Penalty: 5298.515625
	Iteration 42Q: 3 clusters Score -6121373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -6121382.000000 Penalty: 5298.515625
	Iteration 43Q: 3 clusters Score -6121382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -6121394.000000 Penalty: 5298.515625
	Iteration 44Q: 3 clusters Score -6121394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -6121398.000000 Penalty: 5298.515625
	Iteration 45Q: 3 clusters Score -6121398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -6121411.500000 Penalty: 5298.515625
	Iteration 46Q: 3 clusters Score -6121412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -6121409.500000 Penalty: 5298.515625
	Iteration 47Q: 3 clusters Score -6121410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -6121415.000000 Penalty: 5298.515625
	Iteration 48Q: 3 clusters Score -6121415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -6121413.000000 Penalty: 5298.515625
	Iteration 49Q: 3 clusters Score -6121413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -6121417.000000 Penalty: 5298.515625
	Iteration 50Q: 3 clusters Score -6121417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -6121423.500000 Penalty: 5298.515625
	Iteration 51Q: 3 clusters Score -6121424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -6121434.000000 Penalty: 5298.515625
	Iteration 52Q: 3 clusters Score -6121434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -6121443.000000 Penalty: 5298.515625
	Iteration 53Q: 3 clusters Score -6121443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -6121435.000000 Penalty: 5298.515625
	Iteration 54Q: 3 clusters Score -6121435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -6121440.500000 Penalty: 5298.515625
	Iteration 55Q: 3 clusters Score -6121440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -6121440.500000 Penalty: 5298.515625
	Iteration 56Q: 3 clusters Score -6121440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -6121437.000000 Penalty: 5298.515625
	Iteration 57Q: 3 clusters Score -6121437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -6121438.500000 Penalty: 5298.515625
	Iteration 58Q: 3 clusters Score -6121438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -6121449.500000 Penalty: 5298.515625
	Iteration 59Q: 3 clusters Score -6121450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -6121443.500000 Penalty: 5298.515625
	Iteration 60F: 3 clusters Score -6121444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -6121458.000000 Penalty: 5298.515625
	Iteration 61Q: 3 clusters Score -6121458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -6121455.500000 Penalty: 5298.515625
	Iteration 62Q: 3 clusters Score -6121456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -6121458.000000 Penalty: 5298.515625
	Iteration 63Q: 3 clusters Score -6121458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -6121461.500000 Penalty: 5298.515625
	Iteration 64Q: 3 clusters Score -6121462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -6121460.000000 Penalty: 5298.515625
	Iteration 65Q: 3 clusters Score -6121460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -6121469.000000 Penalty: 5298.515625
	Iteration 66Q: 3 clusters Score -6121469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -6121471.500000 Penalty: 5298.515625
	Iteration 67Q: 3 clusters Score -6121472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -6121470.500000 Penalty: 5298.515625
	Iteration 68Q: 3 clusters Score -6121470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -6121471.000000 Penalty: 5298.515625
	Iteration 69Q: 3 clusters Score -6121471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -6121470.500000 Penalty: 5298.515625
	Iteration 70Q: 3 clusters Score -6121470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -6121468.500000 Penalty: 5298.515625
	Iteration 71Q: 3 clusters Score -6121468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -6121468.500000 Penalty: 5298.515625
	Iteration 72F: 3 clusters Score -6121468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Entering Unmasked Estep 
Score: -4576792.500000 Penalty: 2577.156738
	Iteration 0F: 2 clusters Score -4576792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -4554573.000000 Penalty: 5154.313477
	Iteration 0F: 3 clusters Score -4554573 nChanged 14796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -4562782.000000 Penalty: 5154.313477
	Iteration 1F: 3 clusters Score -4562782 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -4563367.000000 Penalty: 5154.313477
	Iteration 2Q: 3 clusters Score -4563367 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -4563987.000000 Penalty: 5154.313477
	Iteration 3Q: 3 clusters Score -4563987 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -4564682.000000 Penalty: 5154.313477
	Iteration 4Q: 3 clusters Score -4564682 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -4565501.000000 Penalty: 5154.313477
	Iteration 5Q: 3 clusters Score -4565501 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -4566495.000000 Penalty: 5154.313477
	Iteration 6Q: 3 clusters Score -4566495 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -4567612.000000 Penalty: 5154.313477
	Iteration 7Q: 3 clusters Score -4567612 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -4568792.000000 Penalty: 5154.313477
	Iteration 8F: 3 clusters Score -4568792 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -4570054.500000 Penalty: 5154.313477
	Iteration 9F: 3 clusters Score -4570054 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -4571157.500000 Penalty: 5154.313477
	Iteration 10Q: 3 clusters Score -4571158 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -4572176.000000 Penalty: 5154.313477
	Iteration 11Q: 3 clusters Score -4572176 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -4572950.000000 Penalty: 5154.313477
	Iteration 12Q: 3 clusters Score -4572950 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -4573435.000000 Penalty: 5154.313477
	Iteration 13Q: 3 clusters Score -4573435 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4573794.000000 Penalty: 5154.313477
	Iteration 14Q: 3 clusters Score -4573794 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4574013.500000 Penalty: 5154.313477
	Iteration 15Q: 3 clusters Score -4574014 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4574184.500000 Penalty: 5154.313477
	Iteration 16Q: 3 clusters Score -4574184 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4574287.500000 Penalty: 5154.313477
	Iteration 17Q: 3 clusters Score -4574288 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4574348.000000 Penalty: 5154.313477
	Iteration 18Q: 3 clusters Score -4574348 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4574421.500000 Penalty: 5154.313477
	Iteration 19Q: 3 clusters Score -4574422 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4574467.000000 Penalty: 5154.313477
	Iteration 20F: 3 clusters Score -4574467 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4574504.500000 Penalty: 5154.313477
	Iteration 21Q: 3 clusters Score -4574504 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4574537.000000 Penalty: 5154.313477
	Iteration 22Q: 3 clusters Score -4574537 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4574556.000000 Penalty: 5154.313477
	Iteration 23Q: 3 clusters Score -4574556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4574585.000000 Penalty: 5154.313477
	Iteration 24Q: 3 clusters Score -4574585 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4574603.500000 Penalty: 5154.313477
	Iteration 25Q: 3 clusters Score -4574604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4574611.000000 Penalty: 5154.313477
	Iteration 26Q: 3 clusters Score -4574611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4574615.500000 Penalty: 5154.313477
	Iteration 27Q: 3 clusters Score -4574616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4574622.500000 Penalty: 5154.313477
	Iteration 28Q: 3 clusters Score -4574622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4574624.000000 Penalty: 5154.313477
	Iteration 29Q: 3 clusters Score -4574624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4574633.500000 Penalty: 5154.313477
	Iteration 30Q: 3 clusters Score -4574634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4574633.500000 Penalty: 5154.313477
	Iteration 31Q: 3 clusters Score -4574634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4574643.000000 Penalty: 5154.313477
	Iteration 32Q: 3 clusters Score -4574643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4574640.000000 Penalty: 5154.313477
	Iteration 33Q: 3 clusters Score -4574640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4574644.500000 Penalty: 5154.313477
	Iteration 34Q: 3 clusters Score -4574644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4574642.500000 Penalty: 5154.313477
	Iteration 35Q: 3 clusters Score -4574642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4574649.500000 Penalty: 5154.313477
	Iteration 36Q: 3 clusters Score -4574650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4574644.000000 Penalty: 5154.313477
	Iteration 37Q: 3 clusters Score -4574644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4574641.000000 Penalty: 5154.313477
	Iteration 38Q: 3 clusters Score -4574641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4574646.500000 Penalty: 5154.313477
	Iteration 39Q: 3 clusters Score -4574646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4574649.500000 Penalty: 5154.313477
	Iteration 40F: 3 clusters Score -4574650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Entering Unmasked Estep 
Score: -5750341.000000 Penalty: 2643.006104
	Iteration 0F: 2 clusters Score -5750341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -5721613.000000 Penalty: 5286.012207
	Iteration 0F: 3 clusters Score -5721613 nChanged 19339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -5732184.000000 Penalty: 5286.012207
	Iteration 1F: 3 clusters Score -5732184 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -5732798.000000 Penalty: 5286.012207
	Iteration 2Q: 3 clusters Score -5732798 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -5733607.000000 Penalty: 5286.012207
	Iteration 3Q: 3 clusters Score -5733607 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -5734679.500000 Penalty: 5286.012207
	Iteration 4F: 3 clusters Score -5734680 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -5736301.500000 Penalty: 5286.012207
	Iteration 5F: 3 clusters Score -5736302 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -5738502.500000 Penalty: 5286.012207
	Iteration 6F: 3 clusters Score -5738502 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -5741089.500000 Penalty: 5286.012207
	Iteration 7F: 3 clusters Score -5741090 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -5743604.500000 Penalty: 5286.012207
	Iteration 8F: 3 clusters Score -5743604 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -5745630.000000 Penalty: 5286.012207
	Iteration 9F: 3 clusters Score -5745630 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -5746998.500000 Penalty: 5286.012207
	Iteration 10Q: 3 clusters Score -5746998 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -5747704.500000 Penalty: 5286.012207
	Iteration 11Q: 3 clusters Score -5747704 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -5748003.500000 Penalty: 5286.012207
	Iteration 12Q: 3 clusters Score -5748004 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -5748158.000000 Penalty: 5286.012207
	Iteration 13Q: 3 clusters Score -5748158 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -5748240.000000 Penalty: 5286.012207
	Iteration 14Q: 3 clusters Score -5748240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -5748280.000000 Penalty: 5286.012207
	Iteration 15Q: 3 clusters Score -5748280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -5748304.500000 Penalty: 5286.012207
	Iteration 16Q: 3 clusters Score -5748304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -5748324.500000 Penalty: 5286.012207
	Iteration 17Q: 3 clusters Score -5748324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -5748327.000000 Penalty: 5286.012207
	Iteration 18Q: 3 clusters Score -5748327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -5748333.000000 Penalty: 5286.012207
	Iteration 19Q: 3 clusters Score -5748333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -5748342.500000 Penalty: 5286.012207
	Iteration 20F: 3 clusters Score -5748342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -5748347.000000 Penalty: 5286.012207
	Iteration 21Q: 3 clusters Score -5748347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -5748368.000000 Penalty: 5286.012207
	Iteration 22Q: 3 clusters Score -5748368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -5748376.500000 Penalty: 5286.012207
	Iteration 23Q: 3 clusters Score -5748376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -5748382.000000 Penalty: 5286.012207
	Iteration 24Q: 3 clusters Score -5748382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -5748381.000000 Penalty: 5286.012207
	Iteration 25Q: 3 clusters Score -5748381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -5748383.000000 Penalty: 5286.012207
	Iteration 26Q: 3 clusters Score -5748383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -5748382.500000 Penalty: 5286.012207
	Iteration 27Q: 3 clusters Score -5748382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -5748382.500000 Penalty: 5286.012207
	Iteration 28Q: 3 clusters Score -5748382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -5748387.500000 Penalty: 5286.012207
	Iteration 29Q: 3 clusters Score -5748388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -5748387.000000 Penalty: 5286.012207
	Iteration 30Q: 3 clusters Score -5748387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -5748384.500000 Penalty: 5286.012207
	Iteration 31Q: 3 clusters Score -5748384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -5748390.000000 Penalty: 5286.012207
	Iteration 32Q: 3 clusters Score -5748390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -5748391.500000 Penalty: 5286.012207
	Iteration 33Q: 3 clusters Score -5748392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -5748391.500000 Penalty: 5286.012207
	Iteration 34F: 3 clusters Score -5748392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Entering Unmasked Estep 
Score: -2409666.250000 Penalty: 2425.529053
	Iteration 0F: 2 clusters Score -2409666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2397194.250000 Penalty: 4851.058105
	Iteration 0F: 3 clusters Score -2397194 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2401402.000000 Penalty: 4851.058105
	Iteration 1F: 3 clusters Score -2401402 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2401956.000000 Penalty: 4851.058105
	Iteration 2F: 3 clusters Score -2401956 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2402542.750000 Penalty: 4851.058105
	Iteration 3F: 3 clusters Score -2402543 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2403239.000000 Penalty: 4851.058105
	Iteration 4F: 3 clusters Score -2403239 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2404056.250000 Penalty: 4851.058105
	Iteration 5F: 3 clusters Score -2404056 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2404900.750000 Penalty: 4851.058105
	Iteration 6F: 3 clusters Score -2404901 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2405787.500000 Penalty: 4851.058105
	Iteration 7F: 3 clusters Score -2405788 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2406563.500000 Penalty: 4851.058105
	Iteration 8F: 3 clusters Score -2406564 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2407076.000000 Penalty: 4851.058105
	Iteration 9Q: 3 clusters Score -2407076 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2407416.250000 Penalty: 4851.058105
	Iteration 10Q: 3 clusters Score -2407416 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2407651.250000 Penalty: 4851.058105
	Iteration 11Q: 3 clusters Score -2407651 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2407844.750000 Penalty: 4851.058105
	Iteration 12Q: 3 clusters Score -2407845 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2408004.000000 Penalty: 4851.058105
	Iteration 13Q: 3 clusters Score -2408004 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2408157.250000 Penalty: 4851.058105
	Iteration 14Q: 3 clusters Score -2408157 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2408281.500000 Penalty: 4851.058105
	Iteration 15Q: 3 clusters Score -2408282 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2408397.500000 Penalty: 4851.058105
	Iteration 16Q: 3 clusters Score -2408398 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2408510.500000 Penalty: 4851.058105
	Iteration 17Q: 3 clusters Score -2408510 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2408606.250000 Penalty: 4851.058105
	Iteration 18Q: 3 clusters Score -2408606 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2408715.000000 Penalty: 4851.058105
	Iteration 19Q: 3 clusters Score -2408715 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2408810.250000 Penalty: 4851.058105
	Iteration 20F: 3 clusters Score -2408810 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2408886.750000 Penalty: 4851.058105
	Iteration 21Q: 3 clusters Score -2408887 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2408946.000000 Penalty: 4851.058105
	Iteration 22Q: 3 clusters Score -2408946 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2409005.500000 Penalty: 4851.058105
	Iteration 23Q: 3 clusters Score -2409006 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2409032.500000 Penalty: 4851.058105
	Iteration 24Q: 3 clusters Score -2409032 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2409057.750000 Penalty: 4851.058105
	Iteration 25Q: 3 clusters Score -2409058 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2409088.500000 Penalty: 4851.058105
	Iteration 26Q: 3 clusters Score -2409088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2409126.000000 Penalty: 4851.058105
	Iteration 27Q: 3 clusters Score -2409126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2409164.750000 Penalty: 4851.058105
	Iteration 28Q: 3 clusters Score -2409165 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2409184.000000 Penalty: 4851.058105
	Iteration 29Q: 3 clusters Score -2409184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2409196.500000 Penalty: 4851.058105
	Iteration 30Q: 3 clusters Score -2409196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2409205.250000 Penalty: 4851.058105
	Iteration 31Q: 3 clusters Score -2409205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2409211.250000 Penalty: 4851.058105
	Iteration 32Q: 3 clusters Score -2409211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2409222.750000 Penalty: 4851.058105
	Iteration 33Q: 3 clusters Score -2409223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2409221.750000 Penalty: 4851.058105
	Iteration 34Q: 3 clusters Score -2409222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2409225.250000 Penalty: 4851.058105
	Iteration 35Q: 3 clusters Score -2409225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2409224.500000 Penalty: 4851.058105
	Iteration 36Q: 3 clusters Score -2409224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2409225.500000 Penalty: 4851.058105
	Iteration 37Q: 3 clusters Score -2409226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2409225.500000 Penalty: 4851.058105
	Iteration 38F: 3 clusters Score -2409226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (132391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132391 members 
Entering Unmasked Estep 
Score: -18389970.000000 Penalty: 2924.791748
	Iteration 0F: 2 clusters Score -1.838997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65934 members 
Mstep: Class 2 contains 66457 members 
Entering Unmasked Estep 
Score: -18303296.000000 Penalty: 5849.583496
	Iteration 0F: 3 clusters Score -1.83033e+07 nChanged 63079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63413 members 
Mstep: Class 2 contains 68978 members 
Entering Unmasked Estep 
Score: -18340328.000000 Penalty: 5849.583496
	Iteration 1F: 3 clusters Score -1.834033e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61976 members 
Mstep: Class 2 contains 70415 members 
Entering Unmasked Estep 
Score: -18341672.000000 Penalty: 5849.583496
	Iteration 2Q: 3 clusters Score -1.834167e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59946 members 
Mstep: Class 2 contains 72445 members 
Entering Unmasked Estep 
Score: -18343310.000000 Penalty: 5849.583496
	Iteration 3Q: 3 clusters Score -1.834331e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56924 members 
Mstep: Class 2 contains 75467 members 
Entering Unmasked Estep 
Score: -18345736.000000 Penalty: 5849.583496
	Iteration 4Q: 3 clusters Score -1.834574e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 79603 members 
Entering Unmasked Estep 
Score: -18349120.000000 Penalty: 5849.583496
	Iteration 5Q: 3 clusters Score -1.834912e+07 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 84906 members 
Entering Unmasked Estep 
Score: -18353978.000000 Penalty: 5849.583496
	Iteration 6F: 3 clusters Score -1.835398e+07 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 91020 members 
Entering Unmasked Estep 
Score: -18359944.000000 Penalty: 5849.583496
	Iteration 7F: 3 clusters Score -1.835994e+07 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 97296 members 
Entering Unmasked Estep 
Score: -18366246.000000 Penalty: 5849.583496
	Iteration 8F: 3 clusters Score -1.836625e+07 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 103012 members 
Entering Unmasked Estep 
Score: -18371872.000000 Penalty: 5849.583496
	Iteration 9F: 3 clusters Score -1.837187e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 107703 members 
Entering Unmasked Estep 
Score: -18376068.000000 Penalty: 5849.583496
	Iteration 10Q: 3 clusters Score -1.837607e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 111381 members 
Entering Unmasked Estep 
Score: -18378924.000000 Penalty: 5849.583496
	Iteration 11Q: 3 clusters Score -1.837892e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 114268 members 
Entering Unmasked Estep 
Score: -18380720.000000 Penalty: 5849.583496
	Iteration 12Q: 3 clusters Score -1.838072e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 116638 members 
Entering Unmasked Estep 
Score: -18382156.000000 Penalty: 5849.583496
	Iteration 13Q: 3 clusters Score -1.838216e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 118671 members 
Entering Unmasked Estep 
Score: -18383010.000000 Penalty: 5849.583496
	Iteration 14Q: 3 clusters Score -1.838301e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 120414 members 
Entering Unmasked Estep 
Score: -18383794.000000 Penalty: 5849.583496
	Iteration 15Q: 3 clusters Score -1.838379e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 121868 members 
Entering Unmasked Estep 
Score: -18384262.000000 Penalty: 5849.583496
	Iteration 16Q: 3 clusters Score -1.838426e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 123149 members 
Entering Unmasked Estep 
Score: -18384748.000000 Penalty: 5849.583496
	Iteration 17Q: 3 clusters Score -1.838475e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 124293 members 
Entering Unmasked Estep 
Score: -18385142.000000 Penalty: 5849.583496
	Iteration 18Q: 3 clusters Score -1.838514e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 125332 members 
Entering Unmasked Estep 
Score: -18385546.000000 Penalty: 5849.583496
	Iteration 19Q: 3 clusters Score -1.838555e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 126220 members 
Entering Unmasked Estep 
Score: -18385852.000000 Penalty: 5849.583496
	Iteration 20F: 3 clusters Score -1.838585e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 126995 members 
Entering Unmasked Estep 
Score: -18386168.000000 Penalty: 5849.583496
	Iteration 21Q: 3 clusters Score -1.838617e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 127634 members 
Entering Unmasked Estep 
Score: -18386452.000000 Penalty: 5849.583496
	Iteration 22Q: 3 clusters Score -1.838645e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 128149 members 
Entering Unmasked Estep 
Score: -18386730.000000 Penalty: 5849.583496
	Iteration 23Q: 3 clusters Score -1.838673e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 128570 members 
Entering Unmasked Estep 
Score: -18386938.000000 Penalty: 5849.583496
	Iteration 24Q: 3 clusters Score -1.838694e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 128905 members 
Entering Unmasked Estep 
Score: -18387078.000000 Penalty: 5849.583496
	Iteration 25Q: 3 clusters Score -1.838708e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 129187 members 
Entering Unmasked Estep 
Score: -18387170.000000 Penalty: 5849.583496
	Iteration 26Q: 3 clusters Score -1.838717e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 129408 members 
Entering Unmasked Estep 
Score: -18387244.000000 Penalty: 5849.583496
	Iteration 27Q: 3 clusters Score -1.838724e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 129602 members 
Entering Unmasked Estep 
Score: -18387316.000000 Penalty: 5849.583496
	Iteration 28Q: 3 clusters Score -1.838732e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 129761 members 
Entering Unmasked Estep 
Score: -18387360.000000 Penalty: 5849.583496
	Iteration 29Q: 3 clusters Score -1.838736e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 129891 members 
Entering Unmasked Estep 
Score: -18387428.000000 Penalty: 5849.583496
	Iteration 30Q: 3 clusters Score -1.838743e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 130005 members 
Entering Unmasked Estep 
Score: -18387448.000000 Penalty: 5849.583496
	Iteration 31Q: 3 clusters Score -1.838745e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 130095 members 
Entering Unmasked Estep 
Score: -18387458.000000 Penalty: 5849.583496
	Iteration 32Q: 3 clusters Score -1.838746e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 130171 members 
Entering Unmasked Estep 
Score: -18387488.000000 Penalty: 5849.583496
	Iteration 33Q: 3 clusters Score -1.838749e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 130233 members 
Entering Unmasked Estep 
Score: -18387470.000000 Penalty: 5849.583496
	Iteration 34Q: 3 clusters Score -1.838747e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 130299 members 
Entering Unmasked Estep 
Score: -18387472.000000 Penalty: 5849.583496
	Iteration 35Q: 3 clusters Score -1.838747e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 130358 members 
Entering Unmasked Estep 
Score: -18387528.000000 Penalty: 5849.583496
	Iteration 36Q: 3 clusters Score -1.838753e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 130393 members 
Entering Unmasked Estep 
Score: -18387538.000000 Penalty: 5849.583496
	Iteration 37Q: 3 clusters Score -1.838754e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 130424 members 
Entering Unmasked Estep 
Score: -18387558.000000 Penalty: 5849.583496
	Iteration 38Q: 3 clusters Score -1.838756e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 130456 members 
Entering Unmasked Estep 
Score: -18387544.000000 Penalty: 5849.583496
	Iteration 39Q: 3 clusters Score -1.838754e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 130486 members 
Entering Unmasked Estep 
Score: -18387546.000000 Penalty: 5849.583496
	Iteration 40F: 3 clusters Score -1.838755e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 130509 members 
Entering Unmasked Estep 
Score: -18387546.000000 Penalty: 5849.583496
	Iteration 41Q: 3 clusters Score -1.838755e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 130541 members 
Entering Unmasked Estep 
Score: -18387566.000000 Penalty: 5849.583496
	Iteration 42Q: 3 clusters Score -1.838757e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 130572 members 
Entering Unmasked Estep 
Score: -18387550.000000 Penalty: 5849.583496
	Iteration 43Q: 3 clusters Score -1.838755e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 130595 members 
Entering Unmasked Estep 
Score: -18387570.000000 Penalty: 5849.583496
	Iteration 44Q: 3 clusters Score -1.838757e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 130618 members 
Entering Unmasked Estep 
Score: -18387576.000000 Penalty: 5849.583496
	Iteration 45Q: 3 clusters Score -1.838758e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 130640 members 
Entering Unmasked Estep 
Score: -18387582.000000 Penalty: 5849.583496
	Iteration 46Q: 3 clusters Score -1.838758e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 130655 members 
Entering Unmasked Estep 
Score: -18387584.000000 Penalty: 5849.583496
	Iteration 47Q: 3 clusters Score -1.838758e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 130670 members 
Entering Unmasked Estep 
Score: -18387604.000000 Penalty: 5849.583496
	Iteration 48Q: 3 clusters Score -1.83876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 130683 members 
Entering Unmasked Estep 
Score: -18387602.000000 Penalty: 5849.583496
	Iteration 49Q: 3 clusters Score -1.83876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 130695 members 
Entering Unmasked Estep 
Score: -18387594.000000 Penalty: 5849.583496
	Iteration 50Q: 3 clusters Score -1.838759e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 130711 members 
Entering Unmasked Estep 
Score: -18387602.000000 Penalty: 5849.583496
	Iteration 51Q: 3 clusters Score -1.83876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 130721 members 
Entering Unmasked Estep 
Score: -18387616.000000 Penalty: 5849.583496
	Iteration 52Q: 3 clusters Score -1.838762e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 130731 members 
Entering Unmasked Estep 
Score: -18387602.000000 Penalty: 5849.583496
	Iteration 53Q: 3 clusters Score -1.83876e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 130740 members 
Entering Unmasked Estep 
Score: -18387608.000000 Penalty: 5849.583496
	Iteration 54Q: 3 clusters Score -1.838761e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 130752 members 
Entering Unmasked Estep 
Score: -18387628.000000 Penalty: 5849.583496
	Iteration 55Q: 3 clusters Score -1.838763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 130765 members 
Entering Unmasked Estep 
Score: -18387646.000000 Penalty: 5849.583496
	Iteration 56Q: 3 clusters Score -1.838765e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 130777 members 
Entering Unmasked Estep 
Score: -18387632.000000 Penalty: 5849.583496
	Iteration 57Q: 3 clusters Score -1.838763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 130786 members 
Entering Unmasked Estep 
Score: -18387630.000000 Penalty: 5849.583496
	Iteration 58Q: 3 clusters Score -1.838763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 130795 members 
Entering Unmasked Estep 
Score: -18387656.000000 Penalty: 5849.583496
	Iteration 59Q: 3 clusters Score -1.838766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 130806 members 
Entering Unmasked Estep 
Score: -18387648.000000 Penalty: 5849.583496
	Iteration 60F: 3 clusters Score -1.838765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 130814 members 
Entering Unmasked Estep 
Score: -18387640.000000 Penalty: 5849.583496
	Iteration 61Q: 3 clusters Score -1.838764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 130822 members 
Entering Unmasked Estep 
Score: -18387626.000000 Penalty: 5849.583496
	Iteration 62Q: 3 clusters Score -1.838763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 130831 members 
Entering Unmasked Estep 
Score: -18387618.000000 Penalty: 5849.583496
	Iteration 63Q: 3 clusters Score -1.838762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 130835 members 
Entering Unmasked Estep 
Score: -18387608.000000 Penalty: 5849.583496
	Iteration 64Q: 3 clusters Score -1.838761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 130836 members 
Entering Unmasked Estep 
Score: -18387618.000000 Penalty: 5849.583496
	Iteration 65Q: 3 clusters Score -1.838762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 130837 members 
Entering Unmasked Estep 
Score: -18387614.000000 Penalty: 5849.583496
	Iteration 66Q: 3 clusters Score -1.838761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 130838 members 
Entering Unmasked Estep 
Score: -18387618.000000 Penalty: 5849.583496
	Iteration 67Q: 3 clusters Score -1.838762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 130839 members 
Entering Unmasked Estep 
Score: -18387624.000000 Penalty: 5849.583496
	Iteration 68Q: 3 clusters Score -1.838762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 130840 members 
Entering Unmasked Estep 
Score: -18387636.000000 Penalty: 5849.583496
	Iteration 69Q: 3 clusters Score -1.838764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 130844 members 
Entering Unmasked Estep 
Score: -18387630.000000 Penalty: 5849.583496
	Iteration 70Q: 3 clusters Score -1.838763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 130845 members 
Entering Unmasked Estep 
Score: -18387628.000000 Penalty: 5849.583496
	Iteration 71Q: 3 clusters Score -1.838763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 130847 members 
Entering Unmasked Estep 
Score: -18387638.000000 Penalty: 5849.583496
	Iteration 72Q: 3 clusters Score -1.838764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 130847 members 
Entering Unmasked Estep 
Score: -18387644.000000 Penalty: 5849.583496
	Iteration 73Q: 3 clusters Score -1.838764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 130853 members 
Entering Unmasked Estep 
Score: -18387646.000000 Penalty: 5849.583496
	Iteration 74Q: 3 clusters Score -1.838765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 130858 members 
Entering Unmasked Estep 
Score: -18387638.000000 Penalty: 5849.583496
	Iteration 75Q: 3 clusters Score -1.838764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 130861 members 
Entering Unmasked Estep 
Score: -18387644.000000 Penalty: 5849.583496
	Iteration 76Q: 3 clusters Score -1.838764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 130861 members 
Entering Unmasked Estep 
Score: -18387648.000000 Penalty: 5849.583496
	Iteration 77Q: 3 clusters Score -1.838765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 130860 members 
Entering Unmasked Estep 
Score: -18387648.000000 Penalty: 5849.583496
	Iteration 78Q: 3 clusters Score -1.838765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 130863 members 
Entering Unmasked Estep 
Score: -18387646.000000 Penalty: 5849.583496
	Iteration 79Q: 3 clusters Score -1.838765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 130864 members 
Entering Unmasked Estep 
Score: -18387644.000000 Penalty: 5849.583496
	Iteration 80F: 3 clusters Score -1.838764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 130866 members 
Entering Unmasked Estep 
Score: -18387638.000000 Penalty: 5849.583496
	Iteration 81Q: 3 clusters Score -1.838764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 130866 members 
Entering Unmasked Estep 
Score: -18387638.000000 Penalty: 5849.583496
	Iteration 82F: 3 clusters Score -1.838764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Entering Unmasked Estep 
Score: -1137230.500000 Penalty: 2243.626221
	Iteration 0F: 2 clusters Score -1137230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1130599.875000 Penalty: 4487.252441
	Iteration 0F: 3 clusters Score -1130600 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1132510.125000 Penalty: 4487.252441
	Iteration 1F: 3 clusters Score -1132510 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1132879.375000 Penalty: 4487.252441
	Iteration 2F: 3 clusters Score -1132879 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1133163.250000 Penalty: 4487.252441
	Iteration 3F: 3 clusters Score -1133163 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1133408.875000 Penalty: 4487.252441
	Iteration 4Q: 3 clusters Score -1133409 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1133632 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1133854.375000 Penalty: 4487.252441
	Iteration 6Q: 3 clusters Score -1133854 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1134040.000000 Penalty: 4487.252441
	Iteration 7Q: 3 clusters Score -1134040 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1134229.375000 Penalty: 4487.252441
	Iteration 8Q: 3 clusters Score -1134229 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1134383.125000 Penalty: 4487.252441
	Iteration 9Q: 3 clusters Score -1134383 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1134515.000000 Penalty: 4487.252441
	Iteration 10Q: 3 clusters Score -1134515 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1134617.000000 Penalty: 4487.252441
	Iteration 11Q: 3 clusters Score -1134617 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1134713.375000 Penalty: 4487.252441
	Iteration 12Q: 3 clusters Score -1134713 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1134813.000000 Penalty: 4487.252441
	Iteration 13Q: 3 clusters Score -1134813 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1134919.000000 Penalty: 4487.252441
	Iteration 14Q: 3 clusters Score -1134919 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1135011.375000 Penalty: 4487.252441
	Iteration 15Q: 3 clusters Score -1135011 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1135119.750000 Penalty: 4487.252441
	Iteration 16Q: 3 clusters Score -1135120 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1135212.500000 Penalty: 4487.252441
	Iteration 17Q: 3 clusters Score -1135212 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1135308.625000 Penalty: 4487.252441
	Iteration 18Q: 3 clusters Score -1135309 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1135383.375000 Penalty: 4487.252441
	Iteration 19Q: 3 clusters Score -1135383 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1135445.125000 Penalty: 4487.252441
	Iteration 20F: 3 clusters Score -1135445 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1135481.375000 Penalty: 4487.252441
	Iteration 21Q: 3 clusters Score -1135481 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1135514.000000 Penalty: 4487.252441
	Iteration 22Q: 3 clusters Score -1135514 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1135545.125000 Penalty: 4487.252441
	Iteration 23Q: 3 clusters Score -1135545 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1135570.375000 Penalty: 4487.252441
	Iteration 24Q: 3 clusters Score -1135570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1135585.625000 Penalty: 4487.252441
	Iteration 25Q: 3 clusters Score -1135586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1135604.750000 Penalty: 4487.252441
	Iteration 26Q: 3 clusters Score -1135605 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1135631.750000 Penalty: 4487.252441
	Iteration 27Q: 3 clusters Score -1135632 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1135653.375000 Penalty: 4487.252441
	Iteration 28Q: 3 clusters Score -1135653 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1135677.500000 Penalty: 4487.252441
	Iteration 29Q: 3 clusters Score -1135678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1135697.625000 Penalty: 4487.252441
	Iteration 30Q: 3 clusters Score -1135698 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1135712.500000 Penalty: 4487.252441
	Iteration 31Q: 3 clusters Score -1135712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1135731.625000 Penalty: 4487.252441
	Iteration 32Q: 3 clusters Score -1135732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1135749.625000 Penalty: 4487.252441
	Iteration 33Q: 3 clusters Score -1135750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1135768.625000 Penalty: 4487.252441
	Iteration 34Q: 3 clusters Score -1135769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1135791.250000 Penalty: 4487.252441
	Iteration 35Q: 3 clusters Score -1135791 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1135831.750000 Penalty: 4487.252441
	Iteration 36Q: 3 clusters Score -1135832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1135880.875000 Penalty: 4487.252441
	Iteration 37Q: 3 clusters Score -1135881 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1135931 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1135984.750000 Penalty: 4487.252441
	Iteration 39Q: 3 clusters Score -1135985 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1136036.625000 Penalty: 4487.252441
	Iteration 40F: 3 clusters Score -1136037 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1136079.500000 Penalty: 4487.252441
	Iteration 41Q: 3 clusters Score -1136080 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1136122.625000 Penalty: 4487.252441
	Iteration 42Q: 3 clusters Score -1136123 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1136159.000000 Penalty: 4487.252441
	Iteration 43Q: 3 clusters Score -1136159 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1136200.000000 Penalty: 4487.252441
	Iteration 44Q: 3 clusters Score -1136200 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1136233.375000 Penalty: 4487.252441
	Iteration 45Q: 3 clusters Score -1136233 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1136253.125000 Penalty: 4487.252441
	Iteration 46Q: 3 clusters Score -1136253 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1136268.125000 Penalty: 4487.252441
	Iteration 47Q: 3 clusters Score -1136268 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1136285.000000 Penalty: 4487.252441
	Iteration 48Q: 3 clusters Score -1136285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1136299.125000 Penalty: 4487.252441
	Iteration 49Q: 3 clusters Score -1136299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1136315.750000 Penalty: 4487.252441
	Iteration 50Q: 3 clusters Score -1136316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1136324.375000 Penalty: 4487.252441
	Iteration 51Q: 3 clusters Score -1136324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1136327.500000 Penalty: 4487.252441
	Iteration 52Q: 3 clusters Score -1136328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1136336.500000 Penalty: 4487.252441
	Iteration 53Q: 3 clusters Score -1136336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1136340.125000 Penalty: 4487.252441
	Iteration 54Q: 3 clusters Score -1136340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1136348.250000 Penalty: 4487.252441
	Iteration 55Q: 3 clusters Score -1136348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1136350.750000 Penalty: 4487.252441
	Iteration 56Q: 3 clusters Score -1136351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1136353.125000 Penalty: 4487.252441
	Iteration 57Q: 3 clusters Score -1136353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1136355.750000 Penalty: 4487.252441
	Iteration 58Q: 3 clusters Score -1136356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1136365.500000 Penalty: 4487.252441
	Iteration 59Q: 3 clusters Score -1136366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1136365.375000 Penalty: 4487.252441
	Iteration 60F: 3 clusters Score -1136365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1136369.125000 Penalty: 4487.252441
	Iteration 61Q: 3 clusters Score -1136369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1136371.125000 Penalty: 4487.252441
	Iteration 62Q: 3 clusters Score -1136371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1136372.375000 Penalty: 4487.252441
	Iteration 63Q: 3 clusters Score -1136372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1136373.000000 Penalty: 4487.252441
	Iteration 64Q: 3 clusters Score -1136373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1136376.000000 Penalty: 4487.252441
	Iteration 65Q: 3 clusters Score -1136376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1136380.750000 Penalty: 4487.252441
	Iteration 66Q: 3 clusters Score -1136381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1136382.750000 Penalty: 4487.252441
	Iteration 67Q: 3 clusters Score -1136383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1136385.625000 Penalty: 4487.252441
	Iteration 68Q: 3 clusters Score -1136386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1136390.750000 Penalty: 4487.252441
	Iteration 69Q: 3 clusters Score -1136391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1136391.375000 Penalty: 4487.252441
	Iteration 70Q: 3 clusters Score -1136391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1136393.000000 Penalty: 4487.252441
	Iteration 71Q: 3 clusters Score -1136393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1136397.000000 Penalty: 4487.252441
	Iteration 72Q: 3 clusters Score -1136397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1136399.125000 Penalty: 4487.252441
	Iteration 73Q: 3 clusters Score -1136399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1136402.250000 Penalty: 4487.252441
	Iteration 74Q: 3 clusters Score -1136402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1136410.625000 Penalty: 4487.252441
	Iteration 75Q: 3 clusters Score -1136411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1136420.250000 Penalty: 4487.252441
	Iteration 76Q: 3 clusters Score -1136420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1136426.750000 Penalty: 4487.252441
	Iteration 77Q: 3 clusters Score -1136427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1136433.250000 Penalty: 4487.252441
	Iteration 78Q: 3 clusters Score -1136433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1136439.750000 Penalty: 4487.252441
	Iteration 79Q: 3 clusters Score -1136440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1136443.125000 Penalty: 4487.252441
	Iteration 80F: 3 clusters Score -1136443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1136449.250000 Penalty: 4487.252441
	Iteration 81Q: 3 clusters Score -1136449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1136449.500000 Penalty: 4487.252441
	Iteration 82Q: 3 clusters Score -1136450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1136452.625000 Penalty: 4487.252441
	Iteration 83Q: 3 clusters Score -1136453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1136454.500000 Penalty: 4487.252441
	Iteration 84Q: 3 clusters Score -1136454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1136459.000000 Penalty: 4487.252441
	Iteration 85Q: 3 clusters Score -1136459 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1136458.625000 Penalty: 4487.252441
	Iteration 86Q: 3 clusters Score -1136459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1136460.000000 Penalty: 4487.252441
	Iteration 87Q: 3 clusters Score -1136460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1136462.375000 Penalty: 4487.252441
	Iteration 88Q: 3 clusters Score -1136462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1136470.625000 Penalty: 4487.252441
	Iteration 89Q: 3 clusters Score -1136471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1136471.375000 Penalty: 4487.252441
	Iteration 90Q: 3 clusters Score -1136471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1136472.250000 Penalty: 4487.252441
	Iteration 91Q: 3 clusters Score -1136472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1136474.375000 Penalty: 4487.252441
	Iteration 92Q: 3 clusters Score -1136474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1136478.875000 Penalty: 4487.252441
	Iteration 93Q: 3 clusters Score -1136479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1136481.000000 Penalty: 4487.252441
	Iteration 94Q: 3 clusters Score -1136481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1136480.625000 Penalty: 4487.252441
	Iteration 95Q: 3 clusters Score -1136481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1136484.125000 Penalty: 4487.252441
	Iteration 96Q: 3 clusters Score -1136484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1136487.375000 Penalty: 4487.252441
	Iteration 97Q: 3 clusters Score -1136487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1136488.000000 Penalty: 4487.252441
	Iteration 98Q: 3 clusters Score -1136488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1136486.375000 Penalty: 4487.252441
	Iteration 99Q: 3 clusters Score -1136486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1136490.250000 Penalty: 4487.252441
	Iteration 100F: 3 clusters Score -1136490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1136497.000000 Penalty: 4487.252441
	Iteration 101Q: 3 clusters Score -1136497 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1136508.625000 Penalty: 4487.252441
	Iteration 102Q: 3 clusters Score -1136509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1136513.750000 Penalty: 4487.252441
	Iteration 103Q: 3 clusters Score -1136514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1136521.375000 Penalty: 4487.252441
	Iteration 104Q: 3 clusters Score -1136521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1136527.875000 Penalty: 4487.252441
	Iteration 105Q: 3 clusters Score -1136528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1136532.875000 Penalty: 4487.252441
	Iteration 106Q: 3 clusters Score -1136533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1136538.500000 Penalty: 4487.252441
	Iteration 107Q: 3 clusters Score -1136538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1136542.125000 Penalty: 4487.252441
	Iteration 108Q: 3 clusters Score -1136542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1136548.125000 Penalty: 4487.252441
	Iteration 109Q: 3 clusters Score -1136548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1136551.375000 Penalty: 4487.252441
	Iteration 110Q: 3 clusters Score -1136551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1136554.250000 Penalty: 4487.252441
	Iteration 111Q: 3 clusters Score -1136554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1136558.500000 Penalty: 4487.252441
	Iteration 112Q: 3 clusters Score -1136558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1136563.250000 Penalty: 4487.252441
	Iteration 113Q: 3 clusters Score -1136563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1136567.750000 Penalty: 4487.252441
	Iteration 114Q: 3 clusters Score -1136568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1136569.125000 Penalty: 4487.252441
	Iteration 115Q: 3 clusters Score -1136569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1136574.750000 Penalty: 4487.252441
	Iteration 116Q: 3 clusters Score -1136575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1136578.750000 Penalty: 4487.252441
	Iteration 117Q: 3 clusters Score -1136579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1136584.875000 Penalty: 4487.252441
	Iteration 118Q: 3 clusters Score -1136585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1136585.250000 Penalty: 4487.252441
	Iteration 119Q: 3 clusters Score -1136585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1136587.500000 Penalty: 4487.252441
	Iteration 120F: 3 clusters Score -1136588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1136594.500000 Penalty: 4487.252441
	Iteration 121Q: 3 clusters Score -1136594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1136594.625000 Penalty: 4487.252441
	Iteration 122Q: 3 clusters Score -1136595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1136598.750000 Penalty: 4487.252441
	Iteration 123Q: 3 clusters Score -1136599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1136600.000000 Penalty: 4487.252441
	Iteration 124Q: 3 clusters Score -1136600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1136601.375000 Penalty: 4487.252441
	Iteration 125Q: 3 clusters Score -1136601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1136601.750000 Penalty: 4487.252441
	Iteration 126Q: 3 clusters Score -1136602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1136607.250000 Penalty: 4487.252441
	Iteration 127Q: 3 clusters Score -1136607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1136608.625000 Penalty: 4487.252441
	Iteration 128Q: 3 clusters Score -1136609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1136608.000000 Penalty: 4487.252441
	Iteration 129Q: 3 clusters Score -1136608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1136610.875000 Penalty: 4487.252441
	Iteration 130Q: 3 clusters Score -1136611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1136612.500000 Penalty: 4487.252441
	Iteration 131Q: 3 clusters Score -1136612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1136612.375000 Penalty: 4487.252441
	Iteration 132Q: 3 clusters Score -1136612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1136611.625000 Penalty: 4487.252441
	Iteration 133Q: 3 clusters Score -1136612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1136614.000000 Penalty: 4487.252441
	Iteration 134Q: 3 clusters Score -1136614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1136614.000000 Penalty: 4487.252441
	Iteration 135F: 3 clusters Score -1136614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Entering Unmasked Estep 
Score: -2930292.500000 Penalty: 2485.352295
	Iteration 0F: 2 clusters Score -2930292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2914465.750000 Penalty: 4970.704590
	Iteration 0F: 3 clusters Score -2914466 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2919962.250000 Penalty: 4970.704590
	Iteration 1F: 3 clusters Score -2919962 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2920513.500000 Penalty: 4970.704590
	Iteration 2F: 3 clusters Score -2920514 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2920998.750000 Penalty: 4970.704590
	Iteration 3F: 3 clusters Score -2920999 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2921542.750000 Penalty: 4970.704590
	Iteration 4F: 3 clusters Score -2921543 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2922028.250000 Penalty: 4970.704590
	Iteration 5Q: 3 clusters Score -2922028 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2922450.250000 Penalty: 4970.704590
	Iteration 6Q: 3 clusters Score -2922450 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2922836.750000 Penalty: 4970.704590
	Iteration 7Q: 3 clusters Score -2922837 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2923239.500000 Penalty: 4970.704590
	Iteration 8Q: 3 clusters Score -2923240 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2923696.000000 Penalty: 4970.704590
	Iteration 9Q: 3 clusters Score -2923696 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2924218.500000 Penalty: 4970.704590
	Iteration 10Q: 3 clusters Score -2924218 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2924766.000000 Penalty: 4970.704590
	Iteration 11Q: 3 clusters Score -2924766 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2925295.000000 Penalty: 4970.704590
	Iteration 12Q: 3 clusters Score -2925295 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2925920.750000 Penalty: 4970.704590
	Iteration 13Q: 3 clusters Score -2925921 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2926564.500000 Penalty: 4970.704590
	Iteration 14Q: 3 clusters Score -2926564 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2927246.250000 Penalty: 4970.704590
	Iteration 15Q: 3 clusters Score -2927246 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2927924.000000 Penalty: 4970.704590
	Iteration 16Q: 3 clusters Score -2927924 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2928480.000000 Penalty: 4970.704590
	Iteration 17Q: 3 clusters Score -2928480 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2928967.250000 Penalty: 4970.704590
	Iteration 18Q: 3 clusters Score -2928967 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2929261.750000 Penalty: 4970.704590
	Iteration 19Q: 3 clusters Score -2929262 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2929416.750000 Penalty: 4970.704590
	Iteration 20F: 3 clusters Score -2929417 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2929527.750000 Penalty: 4970.704590
	Iteration 21Q: 3 clusters Score -2929528 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2929589.000000 Penalty: 4970.704590
	Iteration 22Q: 3 clusters Score -2929589 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2929651.500000 Penalty: 4970.704590
	Iteration 23Q: 3 clusters Score -2929652 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2929675.750000 Penalty: 4970.704590
	Iteration 24Q: 3 clusters Score -2929676 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2929697.500000 Penalty: 4970.704590
	Iteration 25Q: 3 clusters Score -2929698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2929711.250000 Penalty: 4970.704590
	Iteration 26Q: 3 clusters Score -2929711 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2929729.500000 Penalty: 4970.704590
	Iteration 27Q: 3 clusters Score -2929730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2929741.000000 Penalty: 4970.704590
	Iteration 28Q: 3 clusters Score -2929741 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2929761.250000 Penalty: 4970.704590
	Iteration 29Q: 3 clusters Score -2929761 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2929770.000000 Penalty: 4970.704590
	Iteration 30Q: 3 clusters Score -2929770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2929780.000000 Penalty: 4970.704590
	Iteration 31Q: 3 clusters Score -2929780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2929790.250000 Penalty: 4970.704590
	Iteration 32Q: 3 clusters Score -2929790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2929792.500000 Penalty: 4970.704590
	Iteration 33Q: 3 clusters Score -2929792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2929792.500000 Penalty: 4970.704590
	Iteration 34Q: 3 clusters Score -2929792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2929799.750000 Penalty: 4970.704590
	Iteration 35Q: 3 clusters Score -2929800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2929794.000000 Penalty: 4970.704590
	Iteration 36Q: 3 clusters Score -2929794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2929799.000000 Penalty: 4970.704590
	Iteration 37Q: 3 clusters Score -2929799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2929801.750000 Penalty: 4970.704590
	Iteration 38Q: 3 clusters Score -2929802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2929806.000000 Penalty: 4970.704590
	Iteration 39Q: 3 clusters Score -2929806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2929806.000000 Penalty: 4970.704590
	Iteration 40F: 3 clusters Score -2929806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46692 members 
Entering Unmasked Estep 
Score: -6567121.000000 Penalty: 2666.329346
	Iteration 0F: 2 clusters Score -6567121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -6535501.500000 Penalty: 5332.658691
	Iteration 0F: 3 clusters Score -6535502 nChanged 21589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -6547325.000000 Penalty: 5332.658691
	Iteration 1F: 3 clusters Score -6547325 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -6548140.000000 Penalty: 5332.658691
	Iteration 2Q: 3 clusters Score -6548140 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -6549042.000000 Penalty: 5332.658691
	Iteration 3Q: 3 clusters Score -6549042 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -6550090.500000 Penalty: 5332.658691
	Iteration 4Q: 3 clusters Score -6550090 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -6551376.500000 Penalty: 5332.658691
	Iteration 5F: 3 clusters Score -6551376 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -6553035.500000 Penalty: 5332.658691
	Iteration 6F: 3 clusters Score -6553036 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -6555164.500000 Penalty: 5332.658691
	Iteration 7F: 3 clusters Score -6555164 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -6557614.500000 Penalty: 5332.658691
	Iteration 8F: 3 clusters Score -6557614 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -6559577.500000 Penalty: 5332.658691
	Iteration 9F: 3 clusters Score -6559578 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -6560395.000000 Penalty: 5332.658691
	Iteration 10Q: 3 clusters Score -6560395 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -6560721.000000 Penalty: 5332.658691
	Iteration 11Q: 3 clusters Score -6560721 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -6560899.500000 Penalty: 5332.658691
	Iteration 12Q: 3 clusters Score -6560900 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -6561027.500000 Penalty: 5332.658691
	Iteration 13Q: 3 clusters Score -6561028 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -6561202.000000 Penalty: 5332.658691
	Iteration 14Q: 3 clusters Score -6561202 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -6561311.500000 Penalty: 5332.658691
	Iteration 15Q: 3 clusters Score -6561312 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -6561423.000000 Penalty: 5332.658691
	Iteration 16Q: 3 clusters Score -6561423 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -6561547.000000 Penalty: 5332.658691
	Iteration 17Q: 3 clusters Score -6561547 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -6561626.000000 Penalty: 5332.658691
	Iteration 18Q: 3 clusters Score -6561626 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -6561747.000000 Penalty: 5332.658691
	Iteration 19Q: 3 clusters Score -6561747 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -6561836.000000 Penalty: 5332.658691
	Iteration 20F: 3 clusters Score -6561836 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -6561924.500000 Penalty: 5332.658691
	Iteration 21Q: 3 clusters Score -6561924 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -6562026.500000 Penalty: 5332.658691
	Iteration 22Q: 3 clusters Score -6562026 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -6562111.500000 Penalty: 5332.658691
	Iteration 23Q: 3 clusters Score -6562112 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -6562183.500000 Penalty: 5332.658691
	Iteration 24Q: 3 clusters Score -6562184 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -6562302.500000 Penalty: 5332.658691
	Iteration 25Q: 3 clusters Score -6562302 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -6562415.000000 Penalty: 5332.658691
	Iteration 26Q: 3 clusters Score -6562415 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -6562544.000000 Penalty: 5332.658691
	Iteration 27Q: 3 clusters Score -6562544 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -6562674.500000 Penalty: 5332.658691
	Iteration 28Q: 3 clusters Score -6562674 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -6562765.500000 Penalty: 5332.658691
	Iteration 29Q: 3 clusters Score -6562766 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -6562916.000000 Penalty: 5332.658691
	Iteration 30Q: 3 clusters Score -6562916 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -6563032.500000 Penalty: 5332.658691
	Iteration 31Q: 3 clusters Score -6563032 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -6563160.000000 Penalty: 5332.658691
	Iteration 32Q: 3 clusters Score -6563160 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -6563242.500000 Penalty: 5332.658691
	Iteration 33Q: 3 clusters Score -6563242 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -6563335.500000 Penalty: 5332.658691
	Iteration 34Q: 3 clusters Score -6563336 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -6563400.500000 Penalty: 5332.658691
	Iteration 35Q: 3 clusters Score -6563400 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -6563472.500000 Penalty: 5332.658691
	Iteration 36Q: 3 clusters Score -6563472 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -6563534.000000 Penalty: 5332.658691
	Iteration 37Q: 3 clusters Score -6563534 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -6563636.500000 Penalty: 5332.658691
	Iteration 38Q: 3 clusters Score -6563636 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -6563717.000000 Penalty: 5332.658691
	Iteration 39Q: 3 clusters Score -6563717 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -6563810.000000 Penalty: 5332.658691
	Iteration 40F: 3 clusters Score -6563810 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -6563906.000000 Penalty: 5332.658691
	Iteration 41Q: 3 clusters Score -6563906 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -6563994.500000 Penalty: 5332.658691
	Iteration 42Q: 3 clusters Score -6563994 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -6564089.500000 Penalty: 5332.658691
	Iteration 43Q: 3 clusters Score -6564090 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -6564188.500000 Penalty: 5332.658691
	Iteration 44Q: 3 clusters Score -6564188 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -6564266.000000 Penalty: 5332.658691
	Iteration 45Q: 3 clusters Score -6564266 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -6564364.000000 Penalty: 5332.658691
	Iteration 46Q: 3 clusters Score -6564364 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -6564464.000000 Penalty: 5332.658691
	Iteration 47Q: 3 clusters Score -6564464 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -6564563.500000 Penalty: 5332.658691
	Iteration 48Q: 3 clusters Score -6564564 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -6564650.500000 Penalty: 5332.658691
	Iteration 49Q: 3 clusters Score -6564650 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -6564711.000000 Penalty: 5332.658691
	Iteration 50Q: 3 clusters Score -6564711 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -6564781.500000 Penalty: 5332.658691
	Iteration 51Q: 3 clusters Score -6564782 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -6564871.000000 Penalty: 5332.658691
	Iteration 52Q: 3 clusters Score -6564871 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -6564923.000000 Penalty: 5332.658691
	Iteration 53Q: 3 clusters Score -6564923 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -6565002.000000 Penalty: 5332.658691
	Iteration 54Q: 3 clusters Score -6565002 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -6565048.500000 Penalty: 5332.658691
	Iteration 55Q: 3 clusters Score -6565048 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -6565105.500000 Penalty: 5332.658691
	Iteration 56Q: 3 clusters Score -6565106 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -6565115.500000 Penalty: 5332.658691
	Iteration 57Q: 3 clusters Score -6565116 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -6565140.000000 Penalty: 5332.658691
	Iteration 58Q: 3 clusters Score -6565140 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6565193.000000 Penalty: 5332.658691
	Iteration 59Q: 3 clusters Score -6565193 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -6565222.000000 Penalty: 5332.658691
	Iteration 60F: 3 clusters Score -6565222 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6565250.000000 Penalty: 5332.658691
	Iteration 61Q: 3 clusters Score -6565250 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6565264.500000 Penalty: 5332.658691
	Iteration 62Q: 3 clusters Score -6565264 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6565276.000000 Penalty: 5332.658691
	Iteration 63Q: 3 clusters Score -6565276 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6565294.000000 Penalty: 5332.658691
	Iteration 64Q: 3 clusters Score -6565294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6565311.500000 Penalty: 5332.658691
	Iteration 65Q: 3 clusters Score -6565312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6565331.000000 Penalty: 5332.658691
	Iteration 66Q: 3 clusters Score -6565331 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6565357.000000 Penalty: 5332.658691
	Iteration 67Q: 3 clusters Score -6565357 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6565388.500000 Penalty: 5332.658691
	Iteration 68Q: 3 clusters Score -6565388 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -6565396.000000 Penalty: 5332.658691
	Iteration 69Q: 3 clusters Score -6565396 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -6565414.500000 Penalty: 5332.658691
	Iteration 70Q: 3 clusters Score -6565414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -6565442.000000 Penalty: 5332.658691
	Iteration 71Q: 3 clusters Score -6565442 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6565453.000000 Penalty: 5332.658691
	Iteration 72Q: 3 clusters Score -6565453 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -6565454.500000 Penalty: 5332.658691
	Iteration 73Q: 3 clusters Score -6565454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6565463.000000 Penalty: 5332.658691
	Iteration 74Q: 3 clusters Score -6565463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6565472.000000 Penalty: 5332.658691
	Iteration 75Q: 3 clusters Score -6565472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6565480.500000 Penalty: 5332.658691
	Iteration 76Q: 3 clusters Score -6565480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6565480.000000 Penalty: 5332.658691
	Iteration 77Q: 3 clusters Score -6565480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6565483.500000 Penalty: 5332.658691
	Iteration 78Q: 3 clusters Score -6565484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6565490.500000 Penalty: 5332.658691
	Iteration 79Q: 3 clusters Score -6565490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -6565485.000000 Penalty: 5332.658691
	Iteration 80F: 3 clusters Score -6565485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6565496.000000 Penalty: 5332.658691
	Iteration 81Q: 3 clusters Score -6565496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6565504.500000 Penalty: 5332.658691
	Iteration 82Q: 3 clusters Score -6565504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6565504.500000 Penalty: 5332.658691
	Iteration 83Q: 3 clusters Score -6565504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6565502.000000 Penalty: 5332.658691
	Iteration 84Q: 3 clusters Score -6565502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6565503.500000 Penalty: 5332.658691
	Iteration 85Q: 3 clusters Score -6565504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6565510.500000 Penalty: 5332.658691
	Iteration 86Q: 3 clusters Score -6565510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -6565512.500000 Penalty: 5332.658691
	Iteration 87Q: 3 clusters Score -6565512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6565508.500000 Penalty: 5332.658691
	Iteration 88Q: 3 clusters Score -6565508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6565514.000000 Penalty: 5332.658691
	Iteration 89Q: 3 clusters Score -6565514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6565514.000000 Penalty: 5332.658691
	Iteration 90F: 3 clusters Score -6565514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -76630.078125 Penalty: 1590.537842
	Iteration 0F: 2 clusters Score -76630.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75009.093750 Penalty: 3181.075684
	Iteration 0F: 3 clusters Score -75009.09 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75220.125000 Penalty: 3181.075684
	Iteration 1F: 3 clusters Score -75220.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -75290.703125 Penalty: 3181.075684
	Iteration 2Q: 3 clusters Score -75290.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -75355.148438 Penalty: 3181.075684
	Iteration 3Q: 3 clusters Score -75355.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -75409.312500 Penalty: 3181.075684
	Iteration 4Q: 3 clusters Score -75409.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -75457.406250 Penalty: 3181.075684
	Iteration 5Q: 3 clusters Score -75457.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -75504.507812 Penalty: 3181.075684
	Iteration 6Q: 3 clusters Score -75504.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -75561.125000 Penalty: 3181.075684
	Iteration 7Q: 3 clusters Score -75561.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -75623.453125 Penalty: 3181.075684
	Iteration 8Q: 3 clusters Score -75623.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -75746.632812 Penalty: 3181.075684
	Iteration 9Q: 3 clusters Score -75746.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -75876.164062 Penalty: 3181.075684
	Iteration 10Q: 3 clusters Score -75876.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -76055.867188 Penalty: 3181.075684
	Iteration 11Q: 3 clusters Score -76055.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -76125.843750 Penalty: 3181.075684
	Iteration 12Q: 3 clusters Score -76125.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -76138.437500 Penalty: 3181.075684
	Iteration 13Q: 3 clusters Score -76138.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -76143.820312 Penalty: 3181.075684
	Iteration 14Q: 3 clusters Score -76143.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -76147.804688 Penalty: 3181.075684
	Iteration 15Q: 3 clusters Score -76147.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -76151.046875 Penalty: 3181.075684
	Iteration 16Q: 3 clusters Score -76151.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -76152.398438 Penalty: 3181.075684
	Iteration 17Q: 3 clusters Score -76152.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -76154.429688 Penalty: 3181.075684
	Iteration 18Q: 3 clusters Score -76154.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -76155.046875 Penalty: 3181.075684
	Iteration 19Q: 3 clusters Score -76155.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -76155.046875 Penalty: 3181.075684
	Iteration 20F: 3 clusters Score -76155.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Entering Unmasked Estep 
Score: -3568194.250000 Penalty: 2522.235352
	Iteration 0F: 2 clusters Score -3568194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -3550197.250000 Penalty: 5044.470703
	Iteration 0F: 3 clusters Score -3550197 nChanged 11671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3556624.000000 Penalty: 5044.470703
	Iteration 1F: 3 clusters Score -3556624 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -3557362.000000 Penalty: 5044.470703
	Iteration 2F: 3 clusters Score -3557362 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -3558191.250000 Penalty: 5044.470703
	Iteration 3F: 3 clusters Score -3558191 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -3559301.500000 Penalty: 5044.470703
	Iteration 4F: 3 clusters Score -3559302 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -3560670.500000 Penalty: 5044.470703
	Iteration 5F: 3 clusters Score -3560670 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -3561788.250000 Penalty: 5044.470703
	Iteration 6F: 3 clusters Score -3561788 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -3562677.750000 Penalty: 5044.470703
	Iteration 7F: 3 clusters Score -3562678 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -3563332.000000 Penalty: 5044.470703
	Iteration 8Q: 3 clusters Score -3563332 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -3563912.500000 Penalty: 5044.470703
	Iteration 9Q: 3 clusters Score -3563912 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -3564422.000000 Penalty: 5044.470703
	Iteration 10Q: 3 clusters Score -3564422 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -3564926.250000 Penalty: 5044.470703
	Iteration 11Q: 3 clusters Score -3564926 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3565342.000000 Penalty: 5044.470703
	Iteration 12Q: 3 clusters Score -3565342 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3565592.250000 Penalty: 5044.470703
	Iteration 13Q: 3 clusters Score -3565592 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -3565749.750000 Penalty: 5044.470703
	Iteration 14Q: 3 clusters Score -3565750 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -3565872.000000 Penalty: 5044.470703
	Iteration 15Q: 3 clusters Score -3565872 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -3565956.750000 Penalty: 5044.470703
	Iteration 16Q: 3 clusters Score -3565957 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -3566026.500000 Penalty: 5044.470703
	Iteration 17Q: 3 clusters Score -3566026 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -3566081.000000 Penalty: 5044.470703
	Iteration 18Q: 3 clusters Score -3566081 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -3566126.750000 Penalty: 5044.470703
	Iteration 19Q: 3 clusters Score -3566127 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -3566153.500000 Penalty: 5044.470703
	Iteration 20F: 3 clusters Score -3566154 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -3566196.000000 Penalty: 5044.470703
	Iteration 21Q: 3 clusters Score -3566196 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -3566232.000000 Penalty: 5044.470703
	Iteration 22Q: 3 clusters Score -3566232 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -3566270.750000 Penalty: 5044.470703
	Iteration 23Q: 3 clusters Score -3566271 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -3566300.750000 Penalty: 5044.470703
	Iteration 24Q: 3 clusters Score -3566301 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -3566338.250000 Penalty: 5044.470703
	Iteration 25Q: 3 clusters Score -3566338 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -3566388.500000 Penalty: 5044.470703
	Iteration 26Q: 3 clusters Score -3566388 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -3566431.250000 Penalty: 5044.470703
	Iteration 27Q: 3 clusters Score -3566431 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -3566500.500000 Penalty: 5044.470703
	Iteration 28Q: 3 clusters Score -3566500 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -3566576.750000 Penalty: 5044.470703
	Iteration 29Q: 3 clusters Score -3566577 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -3566647.000000 Penalty: 5044.470703
	Iteration 30Q: 3 clusters Score -3566647 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -3566682.250000 Penalty: 5044.470703
	Iteration 31Q: 3 clusters Score -3566682 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -3566727.000000 Penalty: 5044.470703
	Iteration 32Q: 3 clusters Score -3566727 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -3566818.750000 Penalty: 5044.470703
	Iteration 33Q: 3 clusters Score -3566819 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -3566901.500000 Penalty: 5044.470703
	Iteration 34Q: 3 clusters Score -3566902 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -3566957.250000 Penalty: 5044.470703
	Iteration 35Q: 3 clusters Score -3566957 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -3567029.750000 Penalty: 5044.470703
	Iteration 36Q: 3 clusters Score -3567030 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -3567113.000000 Penalty: 5044.470703
	Iteration 37Q: 3 clusters Score -3567113 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -3567176.250000 Penalty: 5044.470703
	Iteration 38Q: 3 clusters Score -3567176 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -3567223.250000 Penalty: 5044.470703
	Iteration 39Q: 3 clusters Score -3567223 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3567267.500000 Penalty: 5044.470703
	Iteration 40F: 3 clusters Score -3567268 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -3567312.250000 Penalty: 5044.470703
	Iteration 41Q: 3 clusters Score -3567312 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -3567344.500000 Penalty: 5044.470703
	Iteration 42Q: 3 clusters Score -3567344 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -3567376.750000 Penalty: 5044.470703
	Iteration 43Q: 3 clusters Score -3567377 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -3567402.500000 Penalty: 5044.470703
	Iteration 44Q: 3 clusters Score -3567402 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -3567423.000000 Penalty: 5044.470703
	Iteration 45Q: 3 clusters Score -3567423 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -3567440.000000 Penalty: 5044.470703
	Iteration 46Q: 3 clusters Score -3567440 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -3567456.250000 Penalty: 5044.470703
	Iteration 47Q: 3 clusters Score -3567456 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -3567465.500000 Penalty: 5044.470703
	Iteration 48Q: 3 clusters Score -3567466 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -3567490.500000 Penalty: 5044.470703
	Iteration 49Q: 3 clusters Score -3567490 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -3567510.750000 Penalty: 5044.470703
	Iteration 50Q: 3 clusters Score -3567511 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -3567516.250000 Penalty: 5044.470703
	Iteration 51Q: 3 clusters Score -3567516 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -3567519.000000 Penalty: 5044.470703
	Iteration 52Q: 3 clusters Score -3567519 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -3567527.250000 Penalty: 5044.470703
	Iteration 53Q: 3 clusters Score -3567527 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -3567538.750000 Penalty: 5044.470703
	Iteration 54Q: 3 clusters Score -3567539 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -3567549.500000 Penalty: 5044.470703
	Iteration 55Q: 3 clusters Score -3567550 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -3567554.000000 Penalty: 5044.470703
	Iteration 56Q: 3 clusters Score -3567554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -3567563.000000 Penalty: 5044.470703
	Iteration 57Q: 3 clusters Score -3567563 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -3567566.250000 Penalty: 5044.470703
	Iteration 58Q: 3 clusters Score -3567566 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -3567560.500000 Penalty: 5044.470703
	Iteration 59Q: 3 clusters Score -3567560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -3567575.500000 Penalty: 5044.470703
	Iteration 60F: 3 clusters Score -3567576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -3567571.500000 Penalty: 5044.470703
	Iteration 61Q: 3 clusters Score -3567572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -3567575.500000 Penalty: 5044.470703
	Iteration 62Q: 3 clusters Score -3567576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -3567576.500000 Penalty: 5044.470703
	Iteration 63Q: 3 clusters Score -3567576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -3567571.750000 Penalty: 5044.470703
	Iteration 64Q: 3 clusters Score -3567572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -3567577.250000 Penalty: 5044.470703
	Iteration 65Q: 3 clusters Score -3567577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -3567575.250000 Penalty: 5044.470703
	Iteration 66Q: 3 clusters Score -3567575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -3567582.000000 Penalty: 5044.470703
	Iteration 67Q: 3 clusters Score -3567582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -3567577.250000 Penalty: 5044.470703
	Iteration 68Q: 3 clusters Score -3567577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -3567573.250000 Penalty: 5044.470703
	Iteration 69Q: 3 clusters Score -3567573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -3567570.250000 Penalty: 5044.470703
	Iteration 70Q: 3 clusters Score -3567570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -3567579.750000 Penalty: 5044.470703
	Iteration 71Q: 3 clusters Score -3567580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -3567571.500000 Penalty: 5044.470703
	Iteration 72Q: 3 clusters Score -3567572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -3567571.750000 Penalty: 5044.470703
	Iteration 73Q: 3 clusters Score -3567572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -3567570.750000 Penalty: 5044.470703
	Iteration 74Q: 3 clusters Score -3567571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -3567571.500000 Penalty: 5044.470703
	Iteration 75Q: 3 clusters Score -3567572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -3567574.000000 Penalty: 5044.470703
	Iteration 76Q: 3 clusters Score -3567574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -3567574.750000 Penalty: 5044.470703
	Iteration 77Q: 3 clusters Score -3567575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -3567577.000000 Penalty: 5044.470703
	Iteration 78Q: 3 clusters Score -3567577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -3567580.500000 Penalty: 5044.470703
	Iteration 79Q: 3 clusters Score -3567580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -3567583.250000 Penalty: 5044.470703
	Iteration 80F: 3 clusters Score -3567583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -3567580.750000 Penalty: 5044.470703
	Iteration 81Q: 3 clusters Score -3567581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -3567592.250000 Penalty: 5044.470703
	Iteration 82Q: 3 clusters Score -3567592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -3567594.750000 Penalty: 5044.470703
	Iteration 83Q: 3 clusters Score -3567595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -3567593.250000 Penalty: 5044.470703
	Iteration 84Q: 3 clusters Score -3567593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -3567596.000000 Penalty: 5044.470703
	Iteration 85Q: 3 clusters Score -3567596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -3567596.750000 Penalty: 5044.470703
	Iteration 86Q: 3 clusters Score -3567597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -3567595.750000 Penalty: 5044.470703
	Iteration 87Q: 3 clusters Score -3567596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -3567594.500000 Penalty: 5044.470703
	Iteration 88Q: 3 clusters Score -3567594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -3567595.250000 Penalty: 5044.470703
	Iteration 89Q: 3 clusters Score -3567595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -3567591.750000 Penalty: 5044.470703
	Iteration 90Q: 3 clusters Score -3567592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -3567591.750000 Penalty: 5044.470703
	Iteration 91F: 3 clusters Score -3567592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (131044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131044 members 
Entering Unmasked Estep 
Score: -18334294.000000 Penalty: 2922.255371
	Iteration 0F: 2 clusters Score -1.833429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65576 members 
Mstep: Class 2 contains 65468 members 
Entering Unmasked Estep 
Score: -18248802.000000 Penalty: 5844.510742
	Iteration 0F: 3 clusters Score -1.82488e+07 nChanged 62376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66910 members 
Mstep: Class 2 contains 64134 members 
Entering Unmasked Estep 
Score: -18285000.000000 Penalty: 5844.510742
	Iteration 1F: 3 clusters Score -1.8285e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67574 members 
Mstep: Class 2 contains 63470 members 
Entering Unmasked Estep 
Score: -18285640.000000 Penalty: 5844.510742
	Iteration 2Q: 3 clusters Score -1.828564e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68568 members 
Mstep: Class 2 contains 62476 members 
Entering Unmasked Estep 
Score: -18286330.000000 Penalty: 5844.510742
	Iteration 3Q: 3 clusters Score -1.828633e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70115 members 
Mstep: Class 2 contains 60929 members 
Entering Unmasked Estep 
Score: -18286932.000000 Penalty: 5844.510742
	Iteration 4Q: 3 clusters Score -1.828693e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72358 members 
Mstep: Class 2 contains 58686 members 
Entering Unmasked Estep 
Score: -18287836.000000 Penalty: 5844.510742
	Iteration 5Q: 3 clusters Score -1.828784e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75668 members 
Mstep: Class 2 contains 55376 members 
Entering Unmasked Estep 
Score: -18289090.000000 Penalty: 5844.510742
	Iteration 6Q: 3 clusters Score -1.828909e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80490 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -18291288.000000 Penalty: 5844.510742
	Iteration 7Q: 3 clusters Score -1.829129e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87283 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -18295184.000000 Penalty: 5844.510742
	Iteration 8F: 3 clusters Score -1.829518e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96463 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -18301514.000000 Penalty: 5844.510742
	Iteration 9F: 3 clusters Score -1.830151e+07 nChanged 10978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107439 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -18310854.000000 Penalty: 5844.510742
	Iteration 10F: 3 clusters Score -1.831085e+07 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117711 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -18320286.000000 Penalty: 5844.510742
	Iteration 11F: 3 clusters Score -1.832029e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124751 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -18326502.000000 Penalty: 5844.510742
	Iteration 12F: 3 clusters Score -1.83265e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128246 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -18329542.000000 Penalty: 5844.510742
	Iteration 13Q: 3 clusters Score -1.832954e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129616 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -18330710.000000 Penalty: 5844.510742
	Iteration 14Q: 3 clusters Score -1.833071e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130149 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -18331146.000000 Penalty: 5844.510742
	Iteration 15Q: 3 clusters Score -1.833115e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130379 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -18331358.000000 Penalty: 5844.510742
	Iteration 16Q: 3 clusters Score -1.833136e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130474 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -18331478.000000 Penalty: 5844.510742
	Iteration 17Q: 3 clusters Score -1.833148e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130527 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -18331550.000000 Penalty: 5844.510742
	Iteration 18Q: 3 clusters Score -1.833155e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130566 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -18331578.000000 Penalty: 5844.510742
	Iteration 19Q: 3 clusters Score -1.833158e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130578 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -18331650.000000 Penalty: 5844.510742
	Iteration 20F: 3 clusters Score -1.833165e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130584 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -18331680.000000 Penalty: 5844.510742
	Iteration 21Q: 3 clusters Score -1.833168e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130595 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -18331706.000000 Penalty: 5844.510742
	Iteration 22Q: 3 clusters Score -1.833171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130601 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -18331698.000000 Penalty: 5844.510742
	Iteration 23Q: 3 clusters Score -1.83317e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130604 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -18331706.000000 Penalty: 5844.510742
	Iteration 24Q: 3 clusters Score -1.833171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130600 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -18331718.000000 Penalty: 5844.510742
	Iteration 25Q: 3 clusters Score -1.833172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130601 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -18331712.000000 Penalty: 5844.510742
	Iteration 26Q: 3 clusters Score -1.833171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130601 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -18331726.000000 Penalty: 5844.510742
	Iteration 27Q: 3 clusters Score -1.833173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130601 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -18331726.000000 Penalty: 5844.510742
	Iteration 28Q: 3 clusters Score -1.833173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130603 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -18331748.000000 Penalty: 5844.510742
	Iteration 29Q: 3 clusters Score -1.833175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130602 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -18331748.000000 Penalty: 5844.510742
	Iteration 30Q: 3 clusters Score -1.833175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130605 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -18331744.000000 Penalty: 5844.510742
	Iteration 31Q: 3 clusters Score -1.833174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130606 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -18331742.000000 Penalty: 5844.510742
	Iteration 32Q: 3 clusters Score -1.833174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130608 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -18331746.000000 Penalty: 5844.510742
	Iteration 33Q: 3 clusters Score -1.833175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130609 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -18331742.000000 Penalty: 5844.510742
	Iteration 34Q: 3 clusters Score -1.833174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130610 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -18331760.000000 Penalty: 5844.510742
	Iteration 35Q: 3 clusters Score -1.833176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130611 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -18331756.000000 Penalty: 5844.510742
	Iteration 36Q: 3 clusters Score -1.833176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130612 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -18331768.000000 Penalty: 5844.510742
	Iteration 37Q: 3 clusters Score -1.833177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130613 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -18331774.000000 Penalty: 5844.510742
	Iteration 38Q: 3 clusters Score -1.833177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130615 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -18331766.000000 Penalty: 5844.510742
	Iteration 39Q: 3 clusters Score -1.833177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130614 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -18331768.000000 Penalty: 5844.510742
	Iteration 40F: 3 clusters Score -1.833177e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Entering Unmasked Estep 
Score: -994705.562500 Penalty: 2209.457031
	Iteration 0F: 2 clusters Score -994705.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -988747.937500 Penalty: 4418.914062
	Iteration 0F: 3 clusters Score -988747.9 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -990787.062500 Penalty: 4418.914062
	Iteration 1F: 3 clusters Score -990787.1 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -991484.687500 Penalty: 4418.914062
	Iteration 2F: 3 clusters Score -991484.7 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -992004.937500 Penalty: 4418.914062
	Iteration 3F: 3 clusters Score -992004.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -992545.875000 Penalty: 4418.914062
	Iteration 4F: 3 clusters Score -992545.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -993105.000000 Penalty: 4418.914062
	Iteration 5F: 3 clusters Score -993105 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -993793.812500 Penalty: 4418.914062
	Iteration 6F: 3 clusters Score -993793.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -994445.125000 Penalty: 4418.914062
	Iteration 7F: 3 clusters Score -994445.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -994828.312500 Penalty: 4418.914062
	Iteration 8Q: 3 clusters Score -994828.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -994960.062500 Penalty: 4418.914062
	Iteration 9Q: 3 clusters Score -994960.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -995003.812500 Penalty: 4418.914062
	Iteration 10Q: 3 clusters Score -995003.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -995020.625000 Penalty: 4418.914062
	Iteration 11Q: 3 clusters Score -995020.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -995030.312500 Penalty: 4418.914062
	Iteration 12Q: 3 clusters Score -995030.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -995034.062500 Penalty: 4418.914062
	Iteration 13Q: 3 clusters Score -995034.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -995034.562500 Penalty: 4418.914062
	Iteration 14Q: 3 clusters Score -995034.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -995034.812500 Penalty: 4418.914062
	Iteration 15Q: 3 clusters Score -995034.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -995034.500000 Penalty: 4418.914062
	Iteration 16Q: 3 clusters Score -995034.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -995035.687500 Penalty: 4418.914062
	Iteration 17Q: 3 clusters Score -995035.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -995036.125000 Penalty: 4418.914062
	Iteration 18Q: 3 clusters Score -995036.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -995035.937500 Penalty: 4418.914062
	Iteration 19Q: 3 clusters Score -995035.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -995035.937500 Penalty: 4418.914062
	Iteration 20F: 3 clusters Score -995035.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 156336 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 43586 members 
Mstep: Class 6 contains 32590 members 
Mstep: Class 7 contains 42501 members 
Mstep: Class 8 contains 17683 members 
Mstep: Class 9 contains 132391 members 
Mstep: Class 10 contains 8492 members 
Mstep: Class 11 contains 22507 members 
Mstep: Class 12 contains 46692 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26116 members 
Mstep: Class 15 contains 131044 members 
Mstep: Class 16 contains 2054 members 
Mstep: Class 17 contains 5570 members 
Mstep: Class 18 contains 7523 members 
Mstep: Class 19 contains 43574 members 
Mstep: Class 20 contains 124913 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31782 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43793 members 
Mstep: Class 26 contains 6590 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15478 members 
Mstep: Class 29 contains 64505 members 
Mstep: Class 30 contains 1403 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1257 members 
Mstep: Class 33 contains 5345 members 
Entering Unmasked Estep 
Score: -142956128.000000 Penalty: 113492.750000
Splitting cluster 16 changes total score from -142957184.000000 to -142956128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (5570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Entering Unmasked Estep 
Score: -762386.875000 Penalty: 2139.037354
	Iteration 0F: 2 clusters Score -762386.9 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 2778 members 
Entering Unmasked Estep 
Score: -757459.562500 Penalty: 4278.074707
	Iteration 0F: 3 clusters Score -757459.6 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -758709.062500 Penalty: 4278.074707
	Iteration 1F: 3 clusters Score -758709.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -758968.625000 Penalty: 4278.074707
	Iteration 2F: 3 clusters Score -758968.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -759129.812500 Penalty: 4278.074707
	Iteration 3F: 3 clusters Score -759129.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -759261.812500 Penalty: 4278.074707
	Iteration 4Q: 3 clusters Score -759261.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -759385.500000 Penalty: 4278.074707
	Iteration 5Q: 3 clusters Score -759385.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -759492.750000 Penalty: 4278.074707
	Iteration 6Q: 3 clusters Score -759492.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -759598.187500 Penalty: 4278.074707
	Iteration 7Q: 3 clusters Score -759598.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -759707.375000 Penalty: 4278.074707
	Iteration 8Q: 3 clusters Score -759707.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -759865.250000 Penalty: 4278.074707
	Iteration 9Q: 3 clusters Score -759865.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -760081.187500 Penalty: 4278.074707
	Iteration 10Q: 3 clusters Score -760081.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -760310.500000 Penalty: 4278.074707
	Iteration 11Q: 3 clusters Score -760310.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -760533.375000 Penalty: 4278.074707
	Iteration 12Q: 3 clusters Score -760533.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -760755.187500 Penalty: 4278.074707
	Iteration 13Q: 3 clusters Score -760755.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -760957.000000 Penalty: 4278.074707
	Iteration 14Q: 3 clusters Score -760957 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -761102.812500 Penalty: 4278.074707
	Iteration 15Q: 3 clusters Score -761102.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -761189.000000 Penalty: 4278.074707
	Iteration 16Q: 3 clusters Score -761189 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -761227.062500 Penalty: 4278.074707
	Iteration 17Q: 3 clusters Score -761227.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -761255.625000 Penalty: 4278.074707
	Iteration 18Q: 3 clusters Score -761255.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -761272.812500 Penalty: 4278.074707
	Iteration 19Q: 3 clusters Score -761272.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -761280.500000 Penalty: 4278.074707
	Iteration 20F: 3 clusters Score -761280.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -761289.562500 Penalty: 4278.074707
	Iteration 21Q: 3 clusters Score -761289.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -761295.312500 Penalty: 4278.074707
	Iteration 22Q: 3 clusters Score -761295.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -761303.312500 Penalty: 4278.074707
	Iteration 23Q: 3 clusters Score -761303.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -761307.125000 Penalty: 4278.074707
	Iteration 24Q: 3 clusters Score -761307.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -761308.000000 Penalty: 4278.074707
	Iteration 25Q: 3 clusters Score -761308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -761309.562500 Penalty: 4278.074707
	Iteration 26Q: 3 clusters Score -761309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -761309.125000 Penalty: 4278.074707
	Iteration 27Q: 3 clusters Score -761309.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -761311.312500 Penalty: 4278.074707
	Iteration 28Q: 3 clusters Score -761311.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -761311.750000 Penalty: 4278.074707
	Iteration 29Q: 3 clusters Score -761311.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -761312.437500 Penalty: 4278.074707
	Iteration 30Q: 3 clusters Score -761312.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -761311.750000 Penalty: 4278.074707
	Iteration 31Q: 3 clusters Score -761311.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -761312.250000 Penalty: 4278.074707
	Iteration 32Q: 3 clusters Score -761312.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -761313.937500 Penalty: 4278.074707
	Iteration 33Q: 3 clusters Score -761313.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -761313.687500 Penalty: 4278.074707
	Iteration 34Q: 3 clusters Score -761313.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -761313.812500 Penalty: 4278.074707
	Iteration 35Q: 3 clusters Score -761313.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -761313.812500 Penalty: 4278.074707
	Iteration 36F: 3 clusters Score -761313.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Entering Unmasked Estep 
Score: -1031344.875000 Penalty: 2213.578613
	Iteration 0F: 2 clusters Score -1031345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1025291.125000 Penalty: 4427.157227
	Iteration 0F: 3 clusters Score -1025291 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1026979.875000 Penalty: 4427.157227
	Iteration 1F: 3 clusters Score -1026980 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1027237.312500 Penalty: 4427.157227
	Iteration 2F: 3 clusters Score -1027237 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1027412.125000 Penalty: 4427.157227
	Iteration 3Q: 3 clusters Score -1027412 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1027562.000000 Penalty: 4427.157227
	Iteration 4Q: 3 clusters Score -1027562 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1027710.812500 Penalty: 4427.157227
	Iteration 5Q: 3 clusters Score -1027711 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1027839.875000 Penalty: 4427.157227
	Iteration 6Q: 3 clusters Score -1027840 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1027967.062500 Penalty: 4427.157227
	Iteration 7Q: 3 clusters Score -1027967 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1028080.187500 Penalty: 4427.157227
	Iteration 8Q: 3 clusters Score -1028080 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1028186.562500 Penalty: 4427.157227
	Iteration 9Q: 3 clusters Score -1028187 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1028291.250000 Penalty: 4427.157227
	Iteration 10Q: 3 clusters Score -1028291 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1028403.562500 Penalty: 4427.157227
	Iteration 11Q: 3 clusters Score -1028404 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1028506.812500 Penalty: 4427.157227
	Iteration 12Q: 3 clusters Score -1028507 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1028595.437500 Penalty: 4427.157227
	Iteration 13Q: 3 clusters Score -1028595 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1028714.625000 Penalty: 4427.157227
	Iteration 14Q: 3 clusters Score -1028715 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1028828.187500 Penalty: 4427.157227
	Iteration 15Q: 3 clusters Score -1028828 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1028941.375000 Penalty: 4427.157227
	Iteration 16Q: 3 clusters Score -1028941 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1029052.375000 Penalty: 4427.157227
	Iteration 17Q: 3 clusters Score -1029052 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1029167.875000 Penalty: 4427.157227
	Iteration 18Q: 3 clusters Score -1029168 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1029287.875000 Penalty: 4427.157227
	Iteration 19Q: 3 clusters Score -1029288 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1029379.750000 Penalty: 4427.157227
	Iteration 20F: 3 clusters Score -1029380 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1029441.000000 Penalty: 4427.157227
	Iteration 21Q: 3 clusters Score -1029441 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1029495.437500 Penalty: 4427.157227
	Iteration 22Q: 3 clusters Score -1029495 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1029543.187500 Penalty: 4427.157227
	Iteration 23Q: 3 clusters Score -1029543 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1029580.625000 Penalty: 4427.157227
	Iteration 24Q: 3 clusters Score -1029581 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1029606.937500 Penalty: 4427.157227
	Iteration 25Q: 3 clusters Score -1029607 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1029635.562500 Penalty: 4427.157227
	Iteration 26Q: 3 clusters Score -1029636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1029655.937500 Penalty: 4427.157227
	Iteration 27Q: 3 clusters Score -1029656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1029672.187500 Penalty: 4427.157227
	Iteration 28Q: 3 clusters Score -1029672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1029683.312500 Penalty: 4427.157227
	Iteration 29Q: 3 clusters Score -1029683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1029694.312500 Penalty: 4427.157227
	Iteration 30Q: 3 clusters Score -1029694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1029700.625000 Penalty: 4427.157227
	Iteration 31Q: 3 clusters Score -1029701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1029711.375000 Penalty: 4427.157227
	Iteration 32Q: 3 clusters Score -1029711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1029721.687500 Penalty: 4427.157227
	Iteration 33Q: 3 clusters Score -1029722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1029727.875000 Penalty: 4427.157227
	Iteration 34Q: 3 clusters Score -1029728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1029727.312500 Penalty: 4427.157227
	Iteration 35Q: 3 clusters Score -1029727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1029729.375000 Penalty: 4427.157227
	Iteration 36Q: 3 clusters Score -1029729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1029732.937500 Penalty: 4427.157227
	Iteration 37Q: 3 clusters Score -1029733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1029736.437500 Penalty: 4427.157227
	Iteration 38Q: 3 clusters Score -1029736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1029738.125000 Penalty: 4427.157227
	Iteration 39Q: 3 clusters Score -1029738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1029738.125000 Penalty: 4427.157227
	Iteration 40F: 3 clusters Score -1029738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Entering Unmasked Estep 
Score: -6009542.500000 Penalty: 2649.189453
	Iteration 0F: 2 clusters Score -6009542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -5980154.500000 Penalty: 5298.378906
	Iteration 0F: 3 clusters Score -5980154 nChanged 20008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -5990975.000000 Penalty: 5298.378906
	Iteration 1F: 3 clusters Score -5990975 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -5991613.000000 Penalty: 5298.378906
	Iteration 2Q: 3 clusters Score -5991613 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -5992293.000000 Penalty: 5298.378906
	Iteration 3Q: 3 clusters Score -5992293 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -5993181.500000 Penalty: 5298.378906
	Iteration 4Q: 3 clusters Score -5993182 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -5994279.500000 Penalty: 5298.378906
	Iteration 5F: 3 clusters Score -5994280 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -5995562.500000 Penalty: 5298.378906
	Iteration 6F: 3 clusters Score -5995562 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -5996890.500000 Penalty: 5298.378906
	Iteration 7F: 3 clusters Score -5996890 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -5998041.000000 Penalty: 5298.378906
	Iteration 8F: 3 clusters Score -5998041 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -5998922.000000 Penalty: 5298.378906
	Iteration 9Q: 3 clusters Score -5998922 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -5999513.500000 Penalty: 5298.378906
	Iteration 10Q: 3 clusters Score -5999514 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -5999912.500000 Penalty: 5298.378906
	Iteration 11Q: 3 clusters Score -5999912 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -6000261.500000 Penalty: 5298.378906
	Iteration 12Q: 3 clusters Score -6000262 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -6000502.000000 Penalty: 5298.378906
	Iteration 13Q: 3 clusters Score -6000502 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -6000736.500000 Penalty: 5298.378906
	Iteration 14Q: 3 clusters Score -6000736 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -6000991.000000 Penalty: 5298.378906
	Iteration 15Q: 3 clusters Score -6000991 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -6001320.500000 Penalty: 5298.378906
	Iteration 16Q: 3 clusters Score -6001320 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -6001678.000000 Penalty: 5298.378906
	Iteration 17Q: 3 clusters Score -6001678 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -6002109.000000 Penalty: 5298.378906
	Iteration 18Q: 3 clusters Score -6002109 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -6002517.500000 Penalty: 5298.378906
	Iteration 19Q: 3 clusters Score -6002518 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -6002926.000000 Penalty: 5298.378906
	Iteration 20F: 3 clusters Score -6002926 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -6003424.000000 Penalty: 5298.378906
	Iteration 21Q: 3 clusters Score -6003424 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -6003986.500000 Penalty: 5298.378906
	Iteration 22Q: 3 clusters Score -6003986 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -6004558.000000 Penalty: 5298.378906
	Iteration 23Q: 3 clusters Score -6004558 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -6005085.000000 Penalty: 5298.378906
	Iteration 24Q: 3 clusters Score -6005085 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -6005548.000000 Penalty: 5298.378906
	Iteration 25Q: 3 clusters Score -6005548 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -6005977.000000 Penalty: 5298.378906
	Iteration 26Q: 3 clusters Score -6005977 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -6006303.500000 Penalty: 5298.378906
	Iteration 27Q: 3 clusters Score -6006304 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -6006521.500000 Penalty: 5298.378906
	Iteration 28Q: 3 clusters Score -6006522 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6006717.500000 Penalty: 5298.378906
	Iteration 29Q: 3 clusters Score -6006718 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6006851.000000 Penalty: 5298.378906
	Iteration 30Q: 3 clusters Score -6006851 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6006972.000000 Penalty: 5298.378906
	Iteration 31Q: 3 clusters Score -6006972 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6007078.500000 Penalty: 5298.378906
	Iteration 32Q: 3 clusters Score -6007078 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6007144.000000 Penalty: 5298.378906
	Iteration 33Q: 3 clusters Score -6007144 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6007207.500000 Penalty: 5298.378906
	Iteration 34Q: 3 clusters Score -6007208 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6007254.000000 Penalty: 5298.378906
	Iteration 35Q: 3 clusters Score -6007254 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6007301.000000 Penalty: 5298.378906
	Iteration 36Q: 3 clusters Score -6007301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6007335.000000 Penalty: 5298.378906
	Iteration 37Q: 3 clusters Score -6007335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6007351.500000 Penalty: 5298.378906
	Iteration 38Q: 3 clusters Score -6007352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6007378.000000 Penalty: 5298.378906
	Iteration 39Q: 3 clusters Score -6007378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6007390.500000 Penalty: 5298.378906
	Iteration 40F: 3 clusters Score -6007390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6007408.000000 Penalty: 5298.378906
	Iteration 41Q: 3 clusters Score -6007408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6007416.500000 Penalty: 5298.378906
	Iteration 42Q: 3 clusters Score -6007416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6007417.000000 Penalty: 5298.378906
	Iteration 43Q: 3 clusters Score -6007417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6007428.000000 Penalty: 5298.378906
	Iteration 44Q: 3 clusters Score -6007428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6007430.500000 Penalty: 5298.378906
	Iteration 45Q: 3 clusters Score -6007430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6007430.500000 Penalty: 5298.378906
	Iteration 46Q: 3 clusters Score -6007430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6007433.000000 Penalty: 5298.378906
	Iteration 47Q: 3 clusters Score -6007433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6007442.500000 Penalty: 5298.378906
	Iteration 48Q: 3 clusters Score -6007442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6007441.500000 Penalty: 5298.378906
	Iteration 49Q: 3 clusters Score -6007442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6007442.500000 Penalty: 5298.378906
	Iteration 50Q: 3 clusters Score -6007442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6007441.500000 Penalty: 5298.378906
	Iteration 51Q: 3 clusters Score -6007442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6007442.000000 Penalty: 5298.378906
	Iteration 52Q: 3 clusters Score -6007442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6007445.500000 Penalty: 5298.378906
	Iteration 53Q: 3 clusters Score -6007446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6007440.500000 Penalty: 5298.378906
	Iteration 54Q: 3 clusters Score -6007440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6007451.000000 Penalty: 5298.378906
	Iteration 55Q: 3 clusters Score -6007451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6007452.500000 Penalty: 5298.378906
	Iteration 56Q: 3 clusters Score -6007452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6007452.000000 Penalty: 5298.378906
	Iteration 57Q: 3 clusters Score -6007452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6007452.000000 Penalty: 5298.378906
	Iteration 58F: 3 clusters Score -6007452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (124913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124913 members 
Entering Unmasked Estep 
Score: -17282570.000000 Penalty: 2910.372314
	Iteration 0F: 2 clusters Score -1.728257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62547 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -17199616.000000 Penalty: 5820.744629
	Iteration 0F: 3 clusters Score -1.719962e+07 nChanged 59474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 63144 members 
Entering Unmasked Estep 
Score: -17233980.000000 Penalty: 5820.744629
	Iteration 1F: 3 clusters Score -1.723398e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60999 members 
Mstep: Class 2 contains 63914 members 
Entering Unmasked Estep 
Score: -17235080.000000 Penalty: 5820.744629
	Iteration 2Q: 3 clusters Score -1.723508e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59960 members 
Mstep: Class 2 contains 64953 members 
Entering Unmasked Estep 
Score: -17236388.000000 Penalty: 5820.744629
	Iteration 3Q: 3 clusters Score -1.723639e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58436 members 
Mstep: Class 2 contains 66477 members 
Entering Unmasked Estep 
Score: -17238440.000000 Penalty: 5820.744629
	Iteration 4Q: 3 clusters Score -1.723844e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 68589 members 
Entering Unmasked Estep 
Score: -17241290.000000 Penalty: 5820.744629
	Iteration 5Q: 3 clusters Score -1.724129e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53373 members 
Mstep: Class 2 contains 71540 members 
Entering Unmasked Estep 
Score: -17245464.000000 Penalty: 5820.744629
	Iteration 6F: 3 clusters Score -1.724546e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 75111 members 
Entering Unmasked Estep 
Score: -17251290.000000 Penalty: 5820.744629
	Iteration 7F: 3 clusters Score -1.725129e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 78740 members 
Entering Unmasked Estep 
Score: -17258124.000000 Penalty: 5820.744629
	Iteration 8F: 3 clusters Score -1.725812e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 81695 members 
Entering Unmasked Estep 
Score: -17264104.000000 Penalty: 5820.744629
	Iteration 9F: 3 clusters Score -1.72641e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 83877 members 
Entering Unmasked Estep 
Score: -17267396.000000 Penalty: 5820.744629
	Iteration 10Q: 3 clusters Score -1.72674e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 85773 members 
Entering Unmasked Estep 
Score: -17268986.000000 Penalty: 5820.744629
	Iteration 11Q: 3 clusters Score -1.726899e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 87642 members 
Entering Unmasked Estep 
Score: -17270268.000000 Penalty: 5820.744629
	Iteration 12Q: 3 clusters Score -1.727027e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 89531 members 
Entering Unmasked Estep 
Score: -17271494.000000 Penalty: 5820.744629
	Iteration 13Q: 3 clusters Score -1.727149e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 91257 members 
Entering Unmasked Estep 
Score: -17272460.000000 Penalty: 5820.744629
	Iteration 14Q: 3 clusters Score -1.727246e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 92802 members 
Entering Unmasked Estep 
Score: -17273504.000000 Penalty: 5820.744629
	Iteration 15Q: 3 clusters Score -1.72735e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 94222 members 
Entering Unmasked Estep 
Score: -17274156.000000 Penalty: 5820.744629
	Iteration 16Q: 3 clusters Score -1.727416e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 95557 members 
Entering Unmasked Estep 
Score: -17274792.000000 Penalty: 5820.744629
	Iteration 17Q: 3 clusters Score -1.727479e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 96796 members 
Entering Unmasked Estep 
Score: -17275336.000000 Penalty: 5820.744629
	Iteration 18Q: 3 clusters Score -1.727534e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 97953 members 
Entering Unmasked Estep 
Score: -17275768.000000 Penalty: 5820.744629
	Iteration 19Q: 3 clusters Score -1.727577e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 99048 members 
Entering Unmasked Estep 
Score: -17276128.000000 Penalty: 5820.744629
	Iteration 20F: 3 clusters Score -1.727613e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 100094 members 
Entering Unmasked Estep 
Score: -17276464.000000 Penalty: 5820.744629
	Iteration 21Q: 3 clusters Score -1.727646e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 101088 members 
Entering Unmasked Estep 
Score: -17276740.000000 Penalty: 5820.744629
	Iteration 22Q: 3 clusters Score -1.727674e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 102048 members 
Entering Unmasked Estep 
Score: -17276912.000000 Penalty: 5820.744629
	Iteration 23Q: 3 clusters Score -1.727691e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 102962 members 
Entering Unmasked Estep 
Score: -17277158.000000 Penalty: 5820.744629
	Iteration 24Q: 3 clusters Score -1.727716e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 103821 members 
Entering Unmasked Estep 
Score: -17277344.000000 Penalty: 5820.744629
	Iteration 25Q: 3 clusters Score -1.727734e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 104674 members 
Entering Unmasked Estep 
Score: -17277556.000000 Penalty: 5820.744629
	Iteration 26Q: 3 clusters Score -1.727756e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 105457 members 
Entering Unmasked Estep 
Score: -17277688.000000 Penalty: 5820.744629
	Iteration 27Q: 3 clusters Score -1.727769e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 106219 members 
Entering Unmasked Estep 
Score: -17277874.000000 Penalty: 5820.744629
	Iteration 28Q: 3 clusters Score -1.727787e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 106951 members 
Entering Unmasked Estep 
Score: -17278018.000000 Penalty: 5820.744629
	Iteration 29Q: 3 clusters Score -1.727802e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 107630 members 
Entering Unmasked Estep 
Score: -17278166.000000 Penalty: 5820.744629
	Iteration 30Q: 3 clusters Score -1.727817e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 108288 members 
Entering Unmasked Estep 
Score: -17278230.000000 Penalty: 5820.744629
	Iteration 31Q: 3 clusters Score -1.727823e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 108899 members 
Entering Unmasked Estep 
Score: -17278406.000000 Penalty: 5820.744629
	Iteration 32Q: 3 clusters Score -1.727841e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 109513 members 
Entering Unmasked Estep 
Score: -17278528.000000 Penalty: 5820.744629
	Iteration 33Q: 3 clusters Score -1.727853e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 110083 members 
Entering Unmasked Estep 
Score: -17278688.000000 Penalty: 5820.744629
	Iteration 34Q: 3 clusters Score -1.727869e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 110602 members 
Entering Unmasked Estep 
Score: -17278750.000000 Penalty: 5820.744629
	Iteration 35Q: 3 clusters Score -1.727875e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 111067 members 
Entering Unmasked Estep 
Score: -17278882.000000 Penalty: 5820.744629
	Iteration 36Q: 3 clusters Score -1.727888e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 111501 members 
Entering Unmasked Estep 
Score: -17278934.000000 Penalty: 5820.744629
	Iteration 37Q: 3 clusters Score -1.727893e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 111908 members 
Entering Unmasked Estep 
Score: -17278986.000000 Penalty: 5820.744629
	Iteration 38Q: 3 clusters Score -1.727899e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 112332 members 
Entering Unmasked Estep 
Score: -17279014.000000 Penalty: 5820.744629
	Iteration 39Q: 3 clusters Score -1.727901e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 112748 members 
Entering Unmasked Estep 
Score: -17279100.000000 Penalty: 5820.744629
	Iteration 40F: 3 clusters Score -1.72791e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 113128 members 
Entering Unmasked Estep 
Score: -17279142.000000 Penalty: 5820.744629
	Iteration 41Q: 3 clusters Score -1.727914e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 113504 members 
Entering Unmasked Estep 
Score: -17279250.000000 Penalty: 5820.744629
	Iteration 42Q: 3 clusters Score -1.727925e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 113867 members 
Entering Unmasked Estep 
Score: -17279268.000000 Penalty: 5820.744629
	Iteration 43Q: 3 clusters Score -1.727927e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 114213 members 
Entering Unmasked Estep 
Score: -17279296.000000 Penalty: 5820.744629
	Iteration 44Q: 3 clusters Score -1.72793e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 114542 members 
Entering Unmasked Estep 
Score: -17279320.000000 Penalty: 5820.744629
	Iteration 45Q: 3 clusters Score -1.727932e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 114849 members 
Entering Unmasked Estep 
Score: -17279362.000000 Penalty: 5820.744629
	Iteration 46Q: 3 clusters Score -1.727936e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 115147 members 
Entering Unmasked Estep 
Score: -17279430.000000 Penalty: 5820.744629
	Iteration 47Q: 3 clusters Score -1.727943e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 115439 members 
Entering Unmasked Estep 
Score: -17279488.000000 Penalty: 5820.744629
	Iteration 48Q: 3 clusters Score -1.727949e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 115732 members 
Entering Unmasked Estep 
Score: -17279534.000000 Penalty: 5820.744629
	Iteration 49Q: 3 clusters Score -1.727953e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 115999 members 
Entering Unmasked Estep 
Score: -17279562.000000 Penalty: 5820.744629
	Iteration 50Q: 3 clusters Score -1.727956e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 116272 members 
Entering Unmasked Estep 
Score: -17279620.000000 Penalty: 5820.744629
	Iteration 51Q: 3 clusters Score -1.727962e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 116546 members 
Entering Unmasked Estep 
Score: -17279648.000000 Penalty: 5820.744629
	Iteration 52Q: 3 clusters Score -1.727965e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 116814 members 
Entering Unmasked Estep 
Score: -17279668.000000 Penalty: 5820.744629
	Iteration 53Q: 3 clusters Score -1.727967e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 117072 members 
Entering Unmasked Estep 
Score: -17279710.000000 Penalty: 5820.744629
	Iteration 54Q: 3 clusters Score -1.727971e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 117324 members 
Entering Unmasked Estep 
Score: -17279766.000000 Penalty: 5820.744629
	Iteration 55Q: 3 clusters Score -1.727977e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 117570 members 
Entering Unmasked Estep 
Score: -17279776.000000 Penalty: 5820.744629
	Iteration 56Q: 3 clusters Score -1.727978e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 117823 members 
Entering Unmasked Estep 
Score: -17279786.000000 Penalty: 5820.744629
	Iteration 57Q: 3 clusters Score -1.727979e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 118062 members 
Entering Unmasked Estep 
Score: -17279840.000000 Penalty: 5820.744629
	Iteration 58Q: 3 clusters Score -1.727984e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 118299 members 
Entering Unmasked Estep 
Score: -17279878.000000 Penalty: 5820.744629
	Iteration 59Q: 3 clusters Score -1.727988e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 118528 members 
Entering Unmasked Estep 
Score: -17279908.000000 Penalty: 5820.744629
	Iteration 60F: 3 clusters Score -1.727991e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 118741 members 
Entering Unmasked Estep 
Score: -17279914.000000 Penalty: 5820.744629
	Iteration 61Q: 3 clusters Score -1.727991e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 118947 members 
Entering Unmasked Estep 
Score: -17279970.000000 Penalty: 5820.744629
	Iteration 62Q: 3 clusters Score -1.727997e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 119146 members 
Entering Unmasked Estep 
Score: -17279996.000000 Penalty: 5820.744629
	Iteration 63Q: 3 clusters Score -1.728e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 119328 members 
Entering Unmasked Estep 
Score: -17279990.000000 Penalty: 5820.744629
	Iteration 64Q: 3 clusters Score -1.727999e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 119482 members 
Entering Unmasked Estep 
Score: -17279994.000000 Penalty: 5820.744629
	Iteration 65Q: 3 clusters Score -1.727999e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 119629 members 
Entering Unmasked Estep 
Score: -17280008.000000 Penalty: 5820.744629
	Iteration 66Q: 3 clusters Score -1.728001e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 119764 members 
Entering Unmasked Estep 
Score: -17279986.000000 Penalty: 5820.744629
	Iteration 67Q: 3 clusters Score -1.727999e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 119905 members 
Entering Unmasked Estep 
Score: -17279976.000000 Penalty: 5820.744629
	Iteration 68Q: 3 clusters Score -1.727998e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 120047 members 
Entering Unmasked Estep 
Score: -17279988.000000 Penalty: 5820.744629
	Iteration 69Q: 3 clusters Score -1.727999e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 120199 members 
Entering Unmasked Estep 
Score: -17280038.000000 Penalty: 5820.744629
	Iteration 70Q: 3 clusters Score -1.728004e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 120329 members 
Entering Unmasked Estep 
Score: -17280042.000000 Penalty: 5820.744629
	Iteration 71Q: 3 clusters Score -1.728004e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 120457 members 
Entering Unmasked Estep 
Score: -17280080.000000 Penalty: 5820.744629
	Iteration 72Q: 3 clusters Score -1.728008e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 120584 members 
Entering Unmasked Estep 
Score: -17280112.000000 Penalty: 5820.744629
	Iteration 73Q: 3 clusters Score -1.728011e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 120703 members 
Entering Unmasked Estep 
Score: -17280106.000000 Penalty: 5820.744629
	Iteration 74Q: 3 clusters Score -1.728011e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 120814 members 
Entering Unmasked Estep 
Score: -17280096.000000 Penalty: 5820.744629
	Iteration 75Q: 3 clusters Score -1.72801e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 120912 members 
Entering Unmasked Estep 
Score: -17280096.000000 Penalty: 5820.744629
	Iteration 76Q: 3 clusters Score -1.72801e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 121015 members 
Entering Unmasked Estep 
Score: -17280120.000000 Penalty: 5820.744629
	Iteration 77Q: 3 clusters Score -1.728012e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 121104 members 
Entering Unmasked Estep 
Score: -17280130.000000 Penalty: 5820.744629
	Iteration 78Q: 3 clusters Score -1.728013e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 121183 members 
Entering Unmasked Estep 
Score: -17280128.000000 Penalty: 5820.744629
	Iteration 79Q: 3 clusters Score -1.728013e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 121259 members 
Entering Unmasked Estep 
Score: -17280142.000000 Penalty: 5820.744629
	Iteration 80F: 3 clusters Score -1.728014e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 121337 members 
Entering Unmasked Estep 
Score: -17280152.000000 Penalty: 5820.744629
	Iteration 81Q: 3 clusters Score -1.728015e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 121419 members 
Entering Unmasked Estep 
Score: -17280128.000000 Penalty: 5820.744629
	Iteration 82Q: 3 clusters Score -1.728013e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 121506 members 
Entering Unmasked Estep 
Score: -17280146.000000 Penalty: 5820.744629
	Iteration 83Q: 3 clusters Score -1.728015e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 121582 members 
Entering Unmasked Estep 
Score: -17280152.000000 Penalty: 5820.744629
	Iteration 84Q: 3 clusters Score -1.728015e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 121648 members 
Entering Unmasked Estep 
Score: -17280164.000000 Penalty: 5820.744629
	Iteration 85Q: 3 clusters Score -1.728016e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 121706 members 
Entering Unmasked Estep 
Score: -17280162.000000 Penalty: 5820.744629
	Iteration 86Q: 3 clusters Score -1.728016e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 121770 members 
Entering Unmasked Estep 
Score: -17280156.000000 Penalty: 5820.744629
	Iteration 87Q: 3 clusters Score -1.728016e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 121836 members 
Entering Unmasked Estep 
Score: -17280184.000000 Penalty: 5820.744629
	Iteration 88Q: 3 clusters Score -1.728018e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 121885 members 
Entering Unmasked Estep 
Score: -17280180.000000 Penalty: 5820.744629
	Iteration 89Q: 3 clusters Score -1.728018e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 121930 members 
Entering Unmasked Estep 
Score: -17280188.000000 Penalty: 5820.744629
	Iteration 90Q: 3 clusters Score -1.728019e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 121973 members 
Entering Unmasked Estep 
Score: -17280174.000000 Penalty: 5820.744629
	Iteration 91Q: 3 clusters Score -1.728017e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 122013 members 
Entering Unmasked Estep 
Score: -17280204.000000 Penalty: 5820.744629
	Iteration 92Q: 3 clusters Score -1.72802e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 122039 members 
Entering Unmasked Estep 
Score: -17280196.000000 Penalty: 5820.744629
	Iteration 93Q: 3 clusters Score -1.72802e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 122062 members 
Entering Unmasked Estep 
Score: -17280206.000000 Penalty: 5820.744629
	Iteration 94Q: 3 clusters Score -1.728021e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 122078 members 
Entering Unmasked Estep 
Score: -17280180.000000 Penalty: 5820.744629
	Iteration 95Q: 3 clusters Score -1.728018e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 122099 members 
Entering Unmasked Estep 
Score: -17280204.000000 Penalty: 5820.744629
	Iteration 96Q: 3 clusters Score -1.72802e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 122115 members 
Entering Unmasked Estep 
Score: -17280204.000000 Penalty: 5820.744629
	Iteration 97Q: 3 clusters Score -1.72802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 122130 members 
Entering Unmasked Estep 
Score: -17280194.000000 Penalty: 5820.744629
	Iteration 98Q: 3 clusters Score -1.728019e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 122148 members 
Entering Unmasked Estep 
Score: -17280196.000000 Penalty: 5820.744629
	Iteration 99Q: 3 clusters Score -1.72802e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 122168 members 
Entering Unmasked Estep 
Score: -17280186.000000 Penalty: 5820.744629
	Iteration 100F: 3 clusters Score -1.728019e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 122185 members 
Entering Unmasked Estep 
Score: -17280206.000000 Penalty: 5820.744629
	Iteration 101Q: 3 clusters Score -1.728021e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 122199 members 
Entering Unmasked Estep 
Score: -17280220.000000 Penalty: 5820.744629
	Iteration 102Q: 3 clusters Score -1.728022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 122212 members 
Entering Unmasked Estep 
Score: -17280212.000000 Penalty: 5820.744629
	Iteration 103Q: 3 clusters Score -1.728021e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 122227 members 
Entering Unmasked Estep 
Score: -17280222.000000 Penalty: 5820.744629
	Iteration 104Q: 3 clusters Score -1.728022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 122240 members 
Entering Unmasked Estep 
Score: -17280230.000000 Penalty: 5820.744629
	Iteration 105Q: 3 clusters Score -1.728023e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 122253 members 
Entering Unmasked Estep 
Score: -17280232.000000 Penalty: 5820.744629
	Iteration 106Q: 3 clusters Score -1.728023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 122261 members 
Entering Unmasked Estep 
Score: -17280232.000000 Penalty: 5820.744629
	Iteration 107Q: 3 clusters Score -1.728023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 122271 members 
Entering Unmasked Estep 
Score: -17280224.000000 Penalty: 5820.744629
	Iteration 108Q: 3 clusters Score -1.728022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 122280 members 
Entering Unmasked Estep 
Score: -17280240.000000 Penalty: 5820.744629
	Iteration 109Q: 3 clusters Score -1.728024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 122287 members 
Entering Unmasked Estep 
Score: -17280230.000000 Penalty: 5820.744629
	Iteration 110Q: 3 clusters Score -1.728023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 122294 members 
Entering Unmasked Estep 
Score: -17280238.000000 Penalty: 5820.744629
	Iteration 111Q: 3 clusters Score -1.728024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 122300 members 
Entering Unmasked Estep 
Score: -17280234.000000 Penalty: 5820.744629
	Iteration 112Q: 3 clusters Score -1.728023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 122304 members 
Entering Unmasked Estep 
Score: -17280232.000000 Penalty: 5820.744629
	Iteration 113Q: 3 clusters Score -1.728023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 122306 members 
Entering Unmasked Estep 
Score: -17280236.000000 Penalty: 5820.744629
	Iteration 114Q: 3 clusters Score -1.728024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 122308 members 
Entering Unmasked Estep 
Score: -17280230.000000 Penalty: 5820.744629
	Iteration 115Q: 3 clusters Score -1.728023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 122312 members 
Entering Unmasked Estep 
Score: -17280228.000000 Penalty: 5820.744629
	Iteration 116Q: 3 clusters Score -1.728023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 122316 members 
Entering Unmasked Estep 
Score: -17280242.000000 Penalty: 5820.744629
	Iteration 117Q: 3 clusters Score -1.728024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 122318 members 
Entering Unmasked Estep 
Score: -17280238.000000 Penalty: 5820.744629
	Iteration 118Q: 3 clusters Score -1.728024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 122320 members 
Entering Unmasked Estep 
Score: -17280234.000000 Penalty: 5820.744629
	Iteration 119Q: 3 clusters Score -1.728023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 122320 members 
Entering Unmasked Estep 
Score: -17280234.000000 Penalty: 5820.744629
	Iteration 120F: 3 clusters Score -1.728023e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -76979.851562 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -76979.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -75364.203125 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -75364.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -75611.554688 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -75611.55 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -75813.796875 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -75813.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -76079.648438 Penalty: 3194.709473
	Iteration 3F: 3 clusters Score -76079.65 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -76509.335938 Penalty: 3194.709473
	Iteration 4F: 3 clusters Score -76509.34 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -77057.210938 Penalty: 3194.709473
	Iteration 5F: 3 clusters Score -77057.21 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -77416.382812 Penalty: 3194.709473
	Iteration 6F: 3 clusters Score -77416.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -77703.328125 Penalty: 3194.709473
	Iteration 7F: 3 clusters Score -77703.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -78003.867188 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -78003.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -78122.789062 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -78122.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -78122.789062 Penalty: 3194.709473
	Iteration 10F: 3 clusters Score -78122.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 156336 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 43586 members 
Mstep: Class 6 contains 32590 members 
Mstep: Class 7 contains 42501 members 
Mstep: Class 8 contains 17683 members 
Mstep: Class 9 contains 132391 members 
Mstep: Class 10 contains 8492 members 
Mstep: Class 11 contains 22507 members 
Mstep: Class 12 contains 46692 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26116 members 
Mstep: Class 15 contains 131044 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 5570 members 
Mstep: Class 18 contains 7523 members 
Mstep: Class 19 contains 43574 members 
Mstep: Class 20 contains 124913 members 
Mstep: Class 21 contains 477 members 
Mstep: Class 22 contains 31782 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43793 members 
Mstep: Class 26 contains 6590 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15478 members 
Mstep: Class 29 contains 64505 members 
Mstep: Class 30 contains 1403 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1257 members 
Mstep: Class 33 contains 150 members 
Entering Unmasked Estep 
Score: -142956544.000000 Penalty: 113492.750000
Splitting cluster 21 changes total score from -142957184.000000 to -142956544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (31782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Entering Unmasked Estep 
Score: -4467501.000000 Penalty: 2570.930420
	Iteration 0F: 2 clusters Score -4467501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -4445660.500000 Penalty: 5141.860840
	Iteration 0F: 3 clusters Score -4445660 nChanged 14482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -4453729.000000 Penalty: 5141.860840
	Iteration 1F: 3 clusters Score -4453729 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -4454298.500000 Penalty: 5141.860840
	Iteration 2Q: 3 clusters Score -4454298 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -4454861.000000 Penalty: 5141.860840
	Iteration 3Q: 3 clusters Score -4454861 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -4455492.000000 Penalty: 5141.860840
	Iteration 4Q: 3 clusters Score -4455492 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -4456260.500000 Penalty: 5141.860840
	Iteration 5Q: 3 clusters Score -4456260 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -4457178.500000 Penalty: 5141.860840
	Iteration 6F: 3 clusters Score -4457178 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -4458190.500000 Penalty: 5141.860840
	Iteration 7F: 3 clusters Score -4458190 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -4459365.000000 Penalty: 5141.860840
	Iteration 8F: 3 clusters Score -4459365 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -4460702.000000 Penalty: 5141.860840
	Iteration 9F: 3 clusters Score -4460702 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -4462063.000000 Penalty: 5141.860840
	Iteration 10F: 3 clusters Score -4462063 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -4463161.000000 Penalty: 5141.860840
	Iteration 11Q: 3 clusters Score -4463161 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -4463913.500000 Penalty: 5141.860840
	Iteration 12Q: 3 clusters Score -4463914 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -4464408.000000 Penalty: 5141.860840
	Iteration 13Q: 3 clusters Score -4464408 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -4464744.000000 Penalty: 5141.860840
	Iteration 14Q: 3 clusters Score -4464744 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -4464994.500000 Penalty: 5141.860840
	Iteration 15Q: 3 clusters Score -4464994 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -4465148.000000 Penalty: 5141.860840
	Iteration 16Q: 3 clusters Score -4465148 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -4465279.000000 Penalty: 5141.860840
	Iteration 17Q: 3 clusters Score -4465279 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -4465368.000000 Penalty: 5141.860840
	Iteration 18Q: 3 clusters Score -4465368 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -4465434.500000 Penalty: 5141.860840
	Iteration 19Q: 3 clusters Score -4465434 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -4465512.500000 Penalty: 5141.860840
	Iteration 20F: 3 clusters Score -4465512 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -4465595.000000 Penalty: 5141.860840
	Iteration 21Q: 3 clusters Score -4465595 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4465681.000000 Penalty: 5141.860840
	Iteration 22Q: 3 clusters Score -4465681 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4465738.500000 Penalty: 5141.860840
	Iteration 23Q: 3 clusters Score -4465738 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4465788.500000 Penalty: 5141.860840
	Iteration 24Q: 3 clusters Score -4465788 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4465819.500000 Penalty: 5141.860840
	Iteration 25Q: 3 clusters Score -4465820 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4465859.000000 Penalty: 5141.860840
	Iteration 26Q: 3 clusters Score -4465859 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4465887.500000 Penalty: 5141.860840
	Iteration 27Q: 3 clusters Score -4465888 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4465915.500000 Penalty: 5141.860840
	Iteration 28Q: 3 clusters Score -4465916 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4465966.500000 Penalty: 5141.860840
	Iteration 29Q: 3 clusters Score -4465966 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4465999.000000 Penalty: 5141.860840
	Iteration 30Q: 3 clusters Score -4465999 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4466030.000000 Penalty: 5141.860840
	Iteration 31Q: 3 clusters Score -4466030 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4466056.000000 Penalty: 5141.860840
	Iteration 32Q: 3 clusters Score -4466056 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4466083.500000 Penalty: 5141.860840
	Iteration 33Q: 3 clusters Score -4466084 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4466107.000000 Penalty: 5141.860840
	Iteration 34Q: 3 clusters Score -4466107 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4466118.500000 Penalty: 5141.860840
	Iteration 35Q: 3 clusters Score -4466118 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4466131.000000 Penalty: 5141.860840
	Iteration 36Q: 3 clusters Score -4466131 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4466140.500000 Penalty: 5141.860840
	Iteration 37Q: 3 clusters Score -4466140 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4466150.500000 Penalty: 5141.860840
	Iteration 38Q: 3 clusters Score -4466150 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4466175.500000 Penalty: 5141.860840
	Iteration 39Q: 3 clusters Score -4466176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4466199.500000 Penalty: 5141.860840
	Iteration 40F: 3 clusters Score -4466200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4466210.000000 Penalty: 5141.860840
	Iteration 41Q: 3 clusters Score -4466210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4466235.500000 Penalty: 5141.860840
	Iteration 42Q: 3 clusters Score -4466236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4466259.500000 Penalty: 5141.860840
	Iteration 43Q: 3 clusters Score -4466260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4466262.000000 Penalty: 5141.860840
	Iteration 44Q: 3 clusters Score -4466262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4466272.500000 Penalty: 5141.860840
	Iteration 45Q: 3 clusters Score -4466272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4466278.000000 Penalty: 5141.860840
	Iteration 46Q: 3 clusters Score -4466278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4466279.000000 Penalty: 5141.860840
	Iteration 47Q: 3 clusters Score -4466279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4466286.000000 Penalty: 5141.860840
	Iteration 48Q: 3 clusters Score -4466286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4466300.000000 Penalty: 5141.860840
	Iteration 49Q: 3 clusters Score -4466300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4466312.500000 Penalty: 5141.860840
	Iteration 50Q: 3 clusters Score -4466312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4466310.000000 Penalty: 5141.860840
	Iteration 51Q: 3 clusters Score -4466310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4466320.500000 Penalty: 5141.860840
	Iteration 52Q: 3 clusters Score -4466320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4466343.500000 Penalty: 5141.860840
	Iteration 53Q: 3 clusters Score -4466344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4466365.500000 Penalty: 5141.860840
	Iteration 54Q: 3 clusters Score -4466366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4466388.500000 Penalty: 5141.860840
	Iteration 55Q: 3 clusters Score -4466388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4466403.000000 Penalty: 5141.860840
	Iteration 56Q: 3 clusters Score -4466403 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4466428.000000 Penalty: 5141.860840
	Iteration 57Q: 3 clusters Score -4466428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4466448.500000 Penalty: 5141.860840
	Iteration 58Q: 3 clusters Score -4466448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4466450.500000 Penalty: 5141.860840
	Iteration 59Q: 3 clusters Score -4466450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4466482.500000 Penalty: 5141.860840
	Iteration 60F: 3 clusters Score -4466482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4466504.500000 Penalty: 5141.860840
	Iteration 61Q: 3 clusters Score -4466504 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4466531.500000 Penalty: 5141.860840
	Iteration 62Q: 3 clusters Score -4466532 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4466555.500000 Penalty: 5141.860840
	Iteration 63Q: 3 clusters Score -4466556 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4466585.500000 Penalty: 5141.860840
	Iteration 64Q: 3 clusters Score -4466586 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4466615.000000 Penalty: 5141.860840
	Iteration 65Q: 3 clusters Score -4466615 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4466648.500000 Penalty: 5141.860840
	Iteration 66Q: 3 clusters Score -4466648 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4466676.000000 Penalty: 5141.860840
	Iteration 67Q: 3 clusters Score -4466676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4466695.000000 Penalty: 5141.860840
	Iteration 68Q: 3 clusters Score -4466695 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4466714.000000 Penalty: 5141.860840
	Iteration 69Q: 3 clusters Score -4466714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4466719.000000 Penalty: 5141.860840
	Iteration 70Q: 3 clusters Score -4466719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4466726.500000 Penalty: 5141.860840
	Iteration 71Q: 3 clusters Score -4466726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4466727.500000 Penalty: 5141.860840
	Iteration 72Q: 3 clusters Score -4466728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4466733.500000 Penalty: 5141.860840
	Iteration 73Q: 3 clusters Score -4466734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4466734.500000 Penalty: 5141.860840
	Iteration 74Q: 3 clusters Score -4466734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4466734.000000 Penalty: 5141.860840
	Iteration 75Q: 3 clusters Score -4466734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4466735.500000 Penalty: 5141.860840
	Iteration 76Q: 3 clusters Score -4466736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4466733.500000 Penalty: 5141.860840
	Iteration 77Q: 3 clusters Score -4466734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4466734.000000 Penalty: 5141.860840
	Iteration 78Q: 3 clusters Score -4466734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4466734.000000 Penalty: 5141.860840
	Iteration 79Q: 3 clusters Score -4466734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4466733.500000 Penalty: 5141.860840
	Iteration 80F: 3 clusters Score -4466734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Entering Unmasked Estep 
Score: -743594.250000 Penalty: 2154.820312
	Iteration 0F: 2 clusters Score -743594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -738521.812500 Penalty: 4309.640625
	Iteration 0F: 3 clusters Score -738521.8 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -740050.937500 Penalty: 4309.640625
	Iteration 1F: 3 clusters Score -740050.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -740503.937500 Penalty: 4309.640625
	Iteration 2F: 3 clusters Score -740503.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -740917.625000 Penalty: 4309.640625
	Iteration 3F: 3 clusters Score -740917.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -741289.812500 Penalty: 4309.640625
	Iteration 4F: 3 clusters Score -741289.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -741622.875000 Penalty: 4309.640625
	Iteration 5F: 3 clusters Score -741622.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -741877.687500 Penalty: 4309.640625
	Iteration 6F: 3 clusters Score -741877.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -742127.187500 Penalty: 4309.640625
	Iteration 7Q: 3 clusters Score -742127.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -742338.000000 Penalty: 4309.640625
	Iteration 8Q: 3 clusters Score -742338 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -742478.000000 Penalty: 4309.640625
	Iteration 9Q: 3 clusters Score -742478 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -742587.562500 Penalty: 4309.640625
	Iteration 10Q: 3 clusters Score -742587.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -742681.562500 Penalty: 4309.640625
	Iteration 11Q: 3 clusters Score -742681.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -742762.750000 Penalty: 4309.640625
	Iteration 12Q: 3 clusters Score -742762.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -742816.437500 Penalty: 4309.640625
	Iteration 13Q: 3 clusters Score -742816.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -742851.062500 Penalty: 4309.640625
	Iteration 14Q: 3 clusters Score -742851.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -742876.125000 Penalty: 4309.640625
	Iteration 15Q: 3 clusters Score -742876.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -742891.062500 Penalty: 4309.640625
	Iteration 16Q: 3 clusters Score -742891.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -742901.250000 Penalty: 4309.640625
	Iteration 17Q: 3 clusters Score -742901.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -742911.250000 Penalty: 4309.640625
	Iteration 18Q: 3 clusters Score -742911.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -742917.562500 Penalty: 4309.640625
	Iteration 19Q: 3 clusters Score -742917.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -742924.875000 Penalty: 4309.640625
	Iteration 20F: 3 clusters Score -742924.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -742933.125000 Penalty: 4309.640625
	Iteration 21Q: 3 clusters Score -742933.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -742942.812500 Penalty: 4309.640625
	Iteration 22Q: 3 clusters Score -742942.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -742950.437500 Penalty: 4309.640625
	Iteration 23Q: 3 clusters Score -742950.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -742954.500000 Penalty: 4309.640625
	Iteration 24Q: 3 clusters Score -742954.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -742959.375000 Penalty: 4309.640625
	Iteration 25Q: 3 clusters Score -742959.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -742962.625000 Penalty: 4309.640625
	Iteration 26Q: 3 clusters Score -742962.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -742965.312500 Penalty: 4309.640625
	Iteration 27Q: 3 clusters Score -742965.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -742969.625000 Penalty: 4309.640625
	Iteration 28Q: 3 clusters Score -742969.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -742972.625000 Penalty: 4309.640625
	Iteration 29Q: 3 clusters Score -742972.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -742976.437500 Penalty: 4309.640625
	Iteration 30Q: 3 clusters Score -742976.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -742980.875000 Penalty: 4309.640625
	Iteration 31Q: 3 clusters Score -742980.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -742988.312500 Penalty: 4309.640625
	Iteration 32Q: 3 clusters Score -742988.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -742992.000000 Penalty: 4309.640625
	Iteration 33Q: 3 clusters Score -742992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -742993.562500 Penalty: 4309.640625
	Iteration 34Q: 3 clusters Score -742993.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -742994.687500 Penalty: 4309.640625
	Iteration 35Q: 3 clusters Score -742994.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -742996.375000 Penalty: 4309.640625
	Iteration 36Q: 3 clusters Score -742996.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -742995.687500 Penalty: 4309.640625
	Iteration 37Q: 3 clusters Score -742995.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -742995.687500 Penalty: 4309.640625
	Iteration 38F: 3 clusters Score -742995.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -68031.890625 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -68031.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66436.593750 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -66436.59 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -66627.460938 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -66627.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66670.671875 Penalty: 3097.106689
	Iteration 2Q: 3 clusters Score -66670.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66690.148438 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -66690.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66694.773438 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -66694.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66699.390625 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -66699.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66699.390625 Penalty: 3097.106689
	Iteration 6F: 3 clusters Score -66699.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (43793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Entering Unmasked Estep 
Score: -6103376.500000 Penalty: 2650.432861
	Iteration 0F: 2 clusters Score -6103376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -6073780.000000 Penalty: 5300.865723
	Iteration 0F: 3 clusters Score -6073780 nChanged 20112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -6085061.000000 Penalty: 5300.865723
	Iteration 1F: 3 clusters Score -6085061 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -6085670.000000 Penalty: 5300.865723
	Iteration 2Q: 3 clusters Score -6085670 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -6086248.000000 Penalty: 5300.865723
	Iteration 3Q: 3 clusters Score -6086248 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -6086949.000000 Penalty: 5300.865723
	Iteration 4Q: 3 clusters Score -6086949 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -6087784.000000 Penalty: 5300.865723
	Iteration 5Q: 3 clusters Score -6087784 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -6088807.500000 Penalty: 5300.865723
	Iteration 6Q: 3 clusters Score -6088808 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -6090137.500000 Penalty: 5300.865723
	Iteration 7F: 3 clusters Score -6090138 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -6091869.000000 Penalty: 5300.865723
	Iteration 8F: 3 clusters Score -6091869 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -6093728.500000 Penalty: 5300.865723
	Iteration 9F: 3 clusters Score -6093728 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -6095501.000000 Penalty: 5300.865723
	Iteration 10F: 3 clusters Score -6095501 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -6096630.000000 Penalty: 5300.865723
	Iteration 11Q: 3 clusters Score -6096630 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -6097094.000000 Penalty: 5300.865723
	Iteration 12Q: 3 clusters Score -6097094 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -6097399.000000 Penalty: 5300.865723
	Iteration 13Q: 3 clusters Score -6097399 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -6097597.000000 Penalty: 5300.865723
	Iteration 14Q: 3 clusters Score -6097597 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -6097788.500000 Penalty: 5300.865723
	Iteration 15Q: 3 clusters Score -6097788 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -6097946.500000 Penalty: 5300.865723
	Iteration 16Q: 3 clusters Score -6097946 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -6098087.500000 Penalty: 5300.865723
	Iteration 17Q: 3 clusters Score -6098088 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -6098208.000000 Penalty: 5300.865723
	Iteration 18Q: 3 clusters Score -6098208 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -6098324.500000 Penalty: 5300.865723
	Iteration 19Q: 3 clusters Score -6098324 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -6098437.000000 Penalty: 5300.865723
	Iteration 20F: 3 clusters Score -6098437 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -6098566.000000 Penalty: 5300.865723
	Iteration 21Q: 3 clusters Score -6098566 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -6098689.500000 Penalty: 5300.865723
	Iteration 22Q: 3 clusters Score -6098690 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -6098795.000000 Penalty: 5300.865723
	Iteration 23Q: 3 clusters Score -6098795 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -6098880.000000 Penalty: 5300.865723
	Iteration 24Q: 3 clusters Score -6098880 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -6098949.000000 Penalty: 5300.865723
	Iteration 25Q: 3 clusters Score -6098949 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -6099041.000000 Penalty: 5300.865723
	Iteration 26Q: 3 clusters Score -6099041 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -6099129.500000 Penalty: 5300.865723
	Iteration 27Q: 3 clusters Score -6099130 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -6099221.000000 Penalty: 5300.865723
	Iteration 28Q: 3 clusters Score -6099221 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -6099314.000000 Penalty: 5300.865723
	Iteration 29Q: 3 clusters Score -6099314 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -6099382.000000 Penalty: 5300.865723
	Iteration 30Q: 3 clusters Score -6099382 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -6099467.000000 Penalty: 5300.865723
	Iteration 31Q: 3 clusters Score -6099467 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -6099536.000000 Penalty: 5300.865723
	Iteration 32Q: 3 clusters Score -6099536 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -6099602.000000 Penalty: 5300.865723
	Iteration 33Q: 3 clusters Score -6099602 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -6099647.500000 Penalty: 5300.865723
	Iteration 34Q: 3 clusters Score -6099648 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -6099704.000000 Penalty: 5300.865723
	Iteration 35Q: 3 clusters Score -6099704 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -6099755.500000 Penalty: 5300.865723
	Iteration 36Q: 3 clusters Score -6099756 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -6099763.000000 Penalty: 5300.865723
	Iteration 37Q: 3 clusters Score -6099763 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -6099836.000000 Penalty: 5300.865723
	Iteration 38Q: 3 clusters Score -6099836 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -6099860.500000 Penalty: 5300.865723
	Iteration 39Q: 3 clusters Score -6099860 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -6099906.500000 Penalty: 5300.865723
	Iteration 40F: 3 clusters Score -6099906 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -6099969.500000 Penalty: 5300.865723
	Iteration 41Q: 3 clusters Score -6099970 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -6100019.000000 Penalty: 5300.865723
	Iteration 42Q: 3 clusters Score -6100019 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -6100066.000000 Penalty: 5300.865723
	Iteration 43Q: 3 clusters Score -6100066 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -6100115.500000 Penalty: 5300.865723
	Iteration 44Q: 3 clusters Score -6100116 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -6100171.000000 Penalty: 5300.865723
	Iteration 45Q: 3 clusters Score -6100171 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -6100229.500000 Penalty: 5300.865723
	Iteration 46Q: 3 clusters Score -6100230 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -6100251.500000 Penalty: 5300.865723
	Iteration 47Q: 3 clusters Score -6100252 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -6100288.000000 Penalty: 5300.865723
	Iteration 48Q: 3 clusters Score -6100288 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -6100317.500000 Penalty: 5300.865723
	Iteration 49Q: 3 clusters Score -6100318 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -6100357.000000 Penalty: 5300.865723
	Iteration 50Q: 3 clusters Score -6100357 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -6100367.000000 Penalty: 5300.865723
	Iteration 51Q: 3 clusters Score -6100367 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -6100416.500000 Penalty: 5300.865723
	Iteration 52Q: 3 clusters Score -6100416 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -6100447.000000 Penalty: 5300.865723
	Iteration 53Q: 3 clusters Score -6100447 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -6100483.000000 Penalty: 5300.865723
	Iteration 54Q: 3 clusters Score -6100483 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -6100541.000000 Penalty: 5300.865723
	Iteration 55Q: 3 clusters Score -6100541 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -6100547.500000 Penalty: 5300.865723
	Iteration 56Q: 3 clusters Score -6100548 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -6100573.500000 Penalty: 5300.865723
	Iteration 57Q: 3 clusters Score -6100574 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -6100597.500000 Penalty: 5300.865723
	Iteration 58Q: 3 clusters Score -6100598 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -6100625.000000 Penalty: 5300.865723
	Iteration 59Q: 3 clusters Score -6100625 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -6100652.500000 Penalty: 5300.865723
	Iteration 60F: 3 clusters Score -6100652 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -6100662.000000 Penalty: 5300.865723
	Iteration 61Q: 3 clusters Score -6100662 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -6100675.000000 Penalty: 5300.865723
	Iteration 62Q: 3 clusters Score -6100675 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -6100690.500000 Penalty: 5300.865723
	Iteration 63Q: 3 clusters Score -6100690 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -6100703.000000 Penalty: 5300.865723
	Iteration 64Q: 3 clusters Score -6100703 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -6100706.000000 Penalty: 5300.865723
	Iteration 65Q: 3 clusters Score -6100706 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -6100727.000000 Penalty: 5300.865723
	Iteration 66Q: 3 clusters Score -6100727 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -6100739.500000 Penalty: 5300.865723
	Iteration 67Q: 3 clusters Score -6100740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -6100760.500000 Penalty: 5300.865723
	Iteration 68Q: 3 clusters Score -6100760 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -6100752.500000 Penalty: 5300.865723
	Iteration 69Q: 3 clusters Score -6100752 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -6100770.000000 Penalty: 5300.865723
	Iteration 70Q: 3 clusters Score -6100770 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -6100780.500000 Penalty: 5300.865723
	Iteration 71Q: 3 clusters Score -6100780 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -6100795.000000 Penalty: 5300.865723
	Iteration 72Q: 3 clusters Score -6100795 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -6100817.500000 Penalty: 5300.865723
	Iteration 73Q: 3 clusters Score -6100818 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -6100827.000000 Penalty: 5300.865723
	Iteration 74Q: 3 clusters Score -6100827 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -6100838.500000 Penalty: 5300.865723
	Iteration 75Q: 3 clusters Score -6100838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -6100850.500000 Penalty: 5300.865723
	Iteration 76Q: 3 clusters Score -6100850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -6100866.000000 Penalty: 5300.865723
	Iteration 77Q: 3 clusters Score -6100866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -6100885.000000 Penalty: 5300.865723
	Iteration 78Q: 3 clusters Score -6100885 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -6100901.000000 Penalty: 5300.865723
	Iteration 79Q: 3 clusters Score -6100901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -6100903.500000 Penalty: 5300.865723
	Iteration 80F: 3 clusters Score -6100904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -6100918.500000 Penalty: 5300.865723
	Iteration 81Q: 3 clusters Score -6100918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -6100933.000000 Penalty: 5300.865723
	Iteration 82Q: 3 clusters Score -6100933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -6100942.500000 Penalty: 5300.865723
	Iteration 83Q: 3 clusters Score -6100942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -6100947.000000 Penalty: 5300.865723
	Iteration 84Q: 3 clusters Score -6100947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -6100948.500000 Penalty: 5300.865723
	Iteration 85Q: 3 clusters Score -6100948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -6100967.000000 Penalty: 5300.865723
	Iteration 86Q: 3 clusters Score -6100967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -6100970.000000 Penalty: 5300.865723
	Iteration 87Q: 3 clusters Score -6100970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -6100980.500000 Penalty: 5300.865723
	Iteration 88Q: 3 clusters Score -6100980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -6100997.500000 Penalty: 5300.865723
	Iteration 89Q: 3 clusters Score -6100998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -6101008.000000 Penalty: 5300.865723
	Iteration 90Q: 3 clusters Score -6101008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -6101024.000000 Penalty: 5300.865723
	Iteration 91Q: 3 clusters Score -6101024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -6101022.000000 Penalty: 5300.865723
	Iteration 92Q: 3 clusters Score -6101022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -6101024.000000 Penalty: 5300.865723
	Iteration 93Q: 3 clusters Score -6101024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -6101032.000000 Penalty: 5300.865723
	Iteration 94Q: 3 clusters Score -6101032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -6101035.000000 Penalty: 5300.865723
	Iteration 95Q: 3 clusters Score -6101035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -6101033.500000 Penalty: 5300.865723
	Iteration 96Q: 3 clusters Score -6101034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -6101039.500000 Penalty: 5300.865723
	Iteration 97Q: 3 clusters Score -6101040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -6101030.500000 Penalty: 5300.865723
	Iteration 98Q: 3 clusters Score -6101030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -6101034.500000 Penalty: 5300.865723
	Iteration 99Q: 3 clusters Score -6101034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -6101034.000000 Penalty: 5300.865723
	Iteration 100F: 3 clusters Score -6101034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -6101029.500000 Penalty: 5300.865723
	Iteration 101Q: 3 clusters Score -6101030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -6101034.000000 Penalty: 5300.865723
	Iteration 102Q: 3 clusters Score -6101034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -6101034.000000 Penalty: 5300.865723
	Iteration 103F: 3 clusters Score -6101034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Entering Unmasked Estep 
Score: -906711.875000 Penalty: 2180.740479
	Iteration 0F: 2 clusters Score -906711.9 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 3286 members 
Entering Unmasked Estep 
Score: -901234.437500 Penalty: 4361.480957
	Iteration 0F: 3 clusters Score -901234.4 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -902635.625000 Penalty: 4361.480957
	Iteration 1F: 3 clusters Score -902635.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -902879.375000 Penalty: 4361.480957
	Iteration 2F: 3 clusters Score -902879.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -903056.062500 Penalty: 4361.480957
	Iteration 3F: 3 clusters Score -903056.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -903180.375000 Penalty: 4361.480957
	Iteration 4Q: 3 clusters Score -903180.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -903272.687500 Penalty: 4361.480957
	Iteration 5Q: 3 clusters Score -903272.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -903342.250000 Penalty: 4361.480957
	Iteration 6Q: 3 clusters Score -903342.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -903394.625000 Penalty: 4361.480957
	Iteration 7Q: 3 clusters Score -903394.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -903454.687500 Penalty: 4361.480957
	Iteration 8Q: 3 clusters Score -903454.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -903520.312500 Penalty: 4361.480957
	Iteration 9Q: 3 clusters Score -903520.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -903578.250000 Penalty: 4361.480957
	Iteration 10Q: 3 clusters Score -903578.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -903636.312500 Penalty: 4361.480957
	Iteration 11Q: 3 clusters Score -903636.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -903694.875000 Penalty: 4361.480957
	Iteration 12Q: 3 clusters Score -903694.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -903746.562500 Penalty: 4361.480957
	Iteration 13Q: 3 clusters Score -903746.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -903805.750000 Penalty: 4361.480957
	Iteration 14Q: 3 clusters Score -903805.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -903854.187500 Penalty: 4361.480957
	Iteration 15Q: 3 clusters Score -903854.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -903897.687500 Penalty: 4361.480957
	Iteration 16Q: 3 clusters Score -903897.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -903927.437500 Penalty: 4361.480957
	Iteration 17Q: 3 clusters Score -903927.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -903961.750000 Penalty: 4361.480957
	Iteration 18Q: 3 clusters Score -903961.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -904003.250000 Penalty: 4361.480957
	Iteration 19Q: 3 clusters Score -904003.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -904060.875000 Penalty: 4361.480957
	Iteration 20F: 3 clusters Score -904060.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -904118.437500 Penalty: 4361.480957
	Iteration 21Q: 3 clusters Score -904118.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -904175.750000 Penalty: 4361.480957
	Iteration 22Q: 3 clusters Score -904175.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -904223.500000 Penalty: 4361.480957
	Iteration 23Q: 3 clusters Score -904223.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -904278.000000 Penalty: 4361.480957
	Iteration 24Q: 3 clusters Score -904278 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -904322.750000 Penalty: 4361.480957
	Iteration 25Q: 3 clusters Score -904322.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -904366.562500 Penalty: 4361.480957
	Iteration 26Q: 3 clusters Score -904366.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -904413.687500 Penalty: 4361.480957
	Iteration 27Q: 3 clusters Score -904413.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -904461.750000 Penalty: 4361.480957
	Iteration 28Q: 3 clusters Score -904461.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -904496.875000 Penalty: 4361.480957
	Iteration 29Q: 3 clusters Score -904496.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -904525.875000 Penalty: 4361.480957
	Iteration 30Q: 3 clusters Score -904525.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -904544.187500 Penalty: 4361.480957
	Iteration 31Q: 3 clusters Score -904544.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -904561.125000 Penalty: 4361.480957
	Iteration 32Q: 3 clusters Score -904561.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -904577.812500 Penalty: 4361.480957
	Iteration 33Q: 3 clusters Score -904577.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -904596.687500 Penalty: 4361.480957
	Iteration 34Q: 3 clusters Score -904596.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -904616.062500 Penalty: 4361.480957
	Iteration 35Q: 3 clusters Score -904616.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -904629.000000 Penalty: 4361.480957
	Iteration 36Q: 3 clusters Score -904629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -904646.000000 Penalty: 4361.480957
	Iteration 37Q: 3 clusters Score -904646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -904661.937500 Penalty: 4361.480957
	Iteration 38Q: 3 clusters Score -904661.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -904675.250000 Penalty: 4361.480957
	Iteration 39Q: 3 clusters Score -904675.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -904689.875000 Penalty: 4361.480957
	Iteration 40F: 3 clusters Score -904689.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -904705.437500 Penalty: 4361.480957
	Iteration 41Q: 3 clusters Score -904705.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -904728.125000 Penalty: 4361.480957
	Iteration 42Q: 3 clusters Score -904728.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -904743.625000 Penalty: 4361.480957
	Iteration 43Q: 3 clusters Score -904743.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -904759.562500 Penalty: 4361.480957
	Iteration 44Q: 3 clusters Score -904759.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -904771.250000 Penalty: 4361.480957
	Iteration 45Q: 3 clusters Score -904771.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -904780.875000 Penalty: 4361.480957
	Iteration 46Q: 3 clusters Score -904780.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -904790.312500 Penalty: 4361.480957
	Iteration 47Q: 3 clusters Score -904790.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -904798.125000 Penalty: 4361.480957
	Iteration 48Q: 3 clusters Score -904798.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -904805.250000 Penalty: 4361.480957
	Iteration 49Q: 3 clusters Score -904805.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -904811.062500 Penalty: 4361.480957
	Iteration 50Q: 3 clusters Score -904811.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -904814.125000 Penalty: 4361.480957
	Iteration 51Q: 3 clusters Score -904814.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -904819.687500 Penalty: 4361.480957
	Iteration 52Q: 3 clusters Score -904819.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -904821.187500 Penalty: 4361.480957
	Iteration 53Q: 3 clusters Score -904821.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -904821.187500 Penalty: 4361.480957
	Iteration 54F: 3 clusters Score -904821.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Entering Unmasked Estep 
Score: -806646.062500 Penalty: 2150.946533
	Iteration 0F: 2 clusters Score -806646.1 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 2896 members 
Entering Unmasked Estep 
Score: -801691.750000 Penalty: 4301.893066
	Iteration 0F: 3 clusters Score -801691.8 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -802911.937500 Penalty: 4301.893066
	Iteration 1F: 3 clusters Score -802911.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -803124.062500 Penalty: 4301.893066
	Iteration 2F: 3 clusters Score -803124.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -803247.500000 Penalty: 4301.893066
	Iteration 3Q: 3 clusters Score -803247.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -803344.000000 Penalty: 4301.893066
	Iteration 4Q: 3 clusters Score -803344 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -803417.500000 Penalty: 4301.893066
	Iteration 5Q: 3 clusters Score -803417.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -803476.875000 Penalty: 4301.893066
	Iteration 6Q: 3 clusters Score -803476.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -803538.062500 Penalty: 4301.893066
	Iteration 7Q: 3 clusters Score -803538.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -803593.187500 Penalty: 4301.893066
	Iteration 8Q: 3 clusters Score -803593.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -803648.750000 Penalty: 4301.893066
	Iteration 9Q: 3 clusters Score -803648.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -803711.687500 Penalty: 4301.893066
	Iteration 10Q: 3 clusters Score -803711.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -803767.375000 Penalty: 4301.893066
	Iteration 11Q: 3 clusters Score -803767.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -803811.875000 Penalty: 4301.893066
	Iteration 12Q: 3 clusters Score -803811.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -803847.375000 Penalty: 4301.893066
	Iteration 13Q: 3 clusters Score -803847.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -803883.125000 Penalty: 4301.893066
	Iteration 14Q: 3 clusters Score -803883.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -803917.437500 Penalty: 4301.893066
	Iteration 15Q: 3 clusters Score -803917.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -803950.125000 Penalty: 4301.893066
	Iteration 16Q: 3 clusters Score -803950.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -803978.062500 Penalty: 4301.893066
	Iteration 17Q: 3 clusters Score -803978.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -804003.125000 Penalty: 4301.893066
	Iteration 18Q: 3 clusters Score -804003.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -804039.625000 Penalty: 4301.893066
	Iteration 19Q: 3 clusters Score -804039.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -804086.000000 Penalty: 4301.893066
	Iteration 20F: 3 clusters Score -804086 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -804137.875000 Penalty: 4301.893066
	Iteration 21Q: 3 clusters Score -804137.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -804183.125000 Penalty: 4301.893066
	Iteration 22Q: 3 clusters Score -804183.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -804226.562500 Penalty: 4301.893066
	Iteration 23Q: 3 clusters Score -804226.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -804265.937500 Penalty: 4301.893066
	Iteration 24Q: 3 clusters Score -804265.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -804291.937500 Penalty: 4301.893066
	Iteration 25Q: 3 clusters Score -804291.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -804314.125000 Penalty: 4301.893066
	Iteration 26Q: 3 clusters Score -804314.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -804336.750000 Penalty: 4301.893066
	Iteration 27Q: 3 clusters Score -804336.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -804361.187500 Penalty: 4301.893066
	Iteration 28Q: 3 clusters Score -804361.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -804379.187500 Penalty: 4301.893066
	Iteration 29Q: 3 clusters Score -804379.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -804396.187500 Penalty: 4301.893066
	Iteration 30Q: 3 clusters Score -804396.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -804414.500000 Penalty: 4301.893066
	Iteration 31Q: 3 clusters Score -804414.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -804427.937500 Penalty: 4301.893066
	Iteration 32Q: 3 clusters Score -804427.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -804444.937500 Penalty: 4301.893066
	Iteration 33Q: 3 clusters Score -804444.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -804463.062500 Penalty: 4301.893066
	Iteration 34Q: 3 clusters Score -804463.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -804482.250000 Penalty: 4301.893066
	Iteration 35Q: 3 clusters Score -804482.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -804509.562500 Penalty: 4301.893066
	Iteration 36Q: 3 clusters Score -804509.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -804534.250000 Penalty: 4301.893066
	Iteration 37Q: 3 clusters Score -804534.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -804549.312500 Penalty: 4301.893066
	Iteration 38Q: 3 clusters Score -804549.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -804556.500000 Penalty: 4301.893066
	Iteration 39Q: 3 clusters Score -804556.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -804560.125000 Penalty: 4301.893066
	Iteration 40F: 3 clusters Score -804560.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -804568.875000 Penalty: 4301.893066
	Iteration 41Q: 3 clusters Score -804568.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -804579.500000 Penalty: 4301.893066
	Iteration 42Q: 3 clusters Score -804579.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -804590.125000 Penalty: 4301.893066
	Iteration 43Q: 3 clusters Score -804590.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -804596.312500 Penalty: 4301.893066
	Iteration 44Q: 3 clusters Score -804596.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -804602.000000 Penalty: 4301.893066
	Iteration 45Q: 3 clusters Score -804602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -804604.687500 Penalty: 4301.893066
	Iteration 46Q: 3 clusters Score -804604.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -804603.500000 Penalty: 4301.893066
	Iteration 47Q: 3 clusters Score -804603.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -804604.312500 Penalty: 4301.893066
	Iteration 48Q: 3 clusters Score -804604.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -804603.875000 Penalty: 4301.893066
	Iteration 49Q: 3 clusters Score -804603.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -804604.000000 Penalty: 4301.893066
	Iteration 50Q: 3 clusters Score -804604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -804604.000000 Penalty: 4301.893066
	Iteration 51Q: 3 clusters Score -804604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -804604.187500 Penalty: 4301.893066
	Iteration 52Q: 3 clusters Score -804604.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -804606.312500 Penalty: 4301.893066
	Iteration 53Q: 3 clusters Score -804606.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -804610.312500 Penalty: 4301.893066
	Iteration 54Q: 3 clusters Score -804610.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -804613.312500 Penalty: 4301.893066
	Iteration 55Q: 3 clusters Score -804613.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -804611.500000 Penalty: 4301.893066
	Iteration 56Q: 3 clusters Score -804611.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -804614.125000 Penalty: 4301.893066
	Iteration 57Q: 3 clusters Score -804614.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -804621.062500 Penalty: 4301.893066
	Iteration 58Q: 3 clusters Score -804621.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -804621.687500 Penalty: 4301.893066
	Iteration 59Q: 3 clusters Score -804621.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -804625.187500 Penalty: 4301.893066
	Iteration 60F: 3 clusters Score -804625.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -804632.625000 Penalty: 4301.893066
	Iteration 61Q: 3 clusters Score -804632.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -804639.375000 Penalty: 4301.893066
	Iteration 62Q: 3 clusters Score -804639.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -804646.312500 Penalty: 4301.893066
	Iteration 63Q: 3 clusters Score -804646.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -804654.937500 Penalty: 4301.893066
	Iteration 64Q: 3 clusters Score -804654.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -804663.437500 Penalty: 4301.893066
	Iteration 65Q: 3 clusters Score -804663.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -804668.125000 Penalty: 4301.893066
	Iteration 66Q: 3 clusters Score -804668.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -804673.125000 Penalty: 4301.893066
	Iteration 67Q: 3 clusters Score -804673.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -804673.812500 Penalty: 4301.893066
	Iteration 68Q: 3 clusters Score -804673.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -804673.875000 Penalty: 4301.893066
	Iteration 69Q: 3 clusters Score -804673.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -804673.875000 Penalty: 4301.893066
	Iteration 70F: 3 clusters Score -804673.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Entering Unmasked Estep 
Score: -2107452.250000 Penalty: 2392.499268
	Iteration 0F: 2 clusters Score -2107452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2096384.625000 Penalty: 4784.998535
	Iteration 0F: 3 clusters Score -2096385 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2099880.500000 Penalty: 4784.998535
	Iteration 1F: 3 clusters Score -2099880 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2100384.750000 Penalty: 4784.998535
	Iteration 2F: 3 clusters Score -2100385 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2100904.250000 Penalty: 4784.998535
	Iteration 3F: 3 clusters Score -2100904 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2101462.250000 Penalty: 4784.998535
	Iteration 4F: 3 clusters Score -2101462 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2102044.000000 Penalty: 4784.998535
	Iteration 5F: 3 clusters Score -2102044 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -2102627.000000 Penalty: 4784.998535
	Iteration 6F: 3 clusters Score -2102627 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2103240.500000 Penalty: 4784.998535
	Iteration 7F: 3 clusters Score -2103240 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2103860.500000 Penalty: 4784.998535
	Iteration 8F: 3 clusters Score -2103860 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2104401.750000 Penalty: 4784.998535
	Iteration 9Q: 3 clusters Score -2104402 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2104841.750000 Penalty: 4784.998535
	Iteration 10Q: 3 clusters Score -2104842 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2105218.750000 Penalty: 4784.998535
	Iteration 11Q: 3 clusters Score -2105219 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2105456.000000 Penalty: 4784.998535
	Iteration 12Q: 3 clusters Score -2105456 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2105592.500000 Penalty: 4784.998535
	Iteration 13Q: 3 clusters Score -2105592 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2105686.000000 Penalty: 4784.998535
	Iteration 14Q: 3 clusters Score -2105686 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2105745.500000 Penalty: 4784.998535
	Iteration 15Q: 3 clusters Score -2105746 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2105791.750000 Penalty: 4784.998535
	Iteration 16Q: 3 clusters Score -2105792 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2105818.000000 Penalty: 4784.998535
	Iteration 17Q: 3 clusters Score -2105818 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2105833.000000 Penalty: 4784.998535
	Iteration 18Q: 3 clusters Score -2105833 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2105842.000000 Penalty: 4784.998535
	Iteration 19Q: 3 clusters Score -2105842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2105852.250000 Penalty: 4784.998535
	Iteration 20F: 3 clusters Score -2105852 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2105859.500000 Penalty: 4784.998535
	Iteration 21Q: 3 clusters Score -2105860 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2105865.750000 Penalty: 4784.998535
	Iteration 22Q: 3 clusters Score -2105866 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2105871.250000 Penalty: 4784.998535
	Iteration 23Q: 3 clusters Score -2105871 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2105880.000000 Penalty: 4784.998535
	Iteration 24Q: 3 clusters Score -2105880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2105875.750000 Penalty: 4784.998535
	Iteration 25Q: 3 clusters Score -2105876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2105886.250000 Penalty: 4784.998535
	Iteration 26Q: 3 clusters Score -2105886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2105890.500000 Penalty: 4784.998535
	Iteration 27Q: 3 clusters Score -2105890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2105888.750000 Penalty: 4784.998535
	Iteration 28Q: 3 clusters Score -2105889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2105894.750000 Penalty: 4784.998535
	Iteration 29Q: 3 clusters Score -2105895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2105892.000000 Penalty: 4784.998535
	Iteration 30Q: 3 clusters Score -2105892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2105887.000000 Penalty: 4784.998535
	Iteration 31Q: 3 clusters Score -2105887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2105891.000000 Penalty: 4784.998535
	Iteration 32Q: 3 clusters Score -2105891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2105888.500000 Penalty: 4784.998535
	Iteration 33Q: 3 clusters Score -2105888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2105889.000000 Penalty: 4784.998535
	Iteration 34Q: 3 clusters Score -2105889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2105888.750000 Penalty: 4784.998535
	Iteration 35Q: 3 clusters Score -2105889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2105896.750000 Penalty: 4784.998535
	Iteration 36Q: 3 clusters Score -2105897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2105897.000000 Penalty: 4784.998535
	Iteration 37Q: 3 clusters Score -2105897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2105897.750000 Penalty: 4784.998535
	Iteration 38Q: 3 clusters Score -2105898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2105897.250000 Penalty: 4784.998535
	Iteration 39Q: 3 clusters Score -2105897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2105899.500000 Penalty: 4784.998535
	Iteration 40F: 3 clusters Score -2105900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2105894.250000 Penalty: 4784.998535
	Iteration 41Q: 3 clusters Score -2105894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2105897.000000 Penalty: 4784.998535
	Iteration 42Q: 3 clusters Score -2105897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2105900.750000 Penalty: 4784.998535
	Iteration 43Q: 3 clusters Score -2105901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2105900.750000 Penalty: 4784.998535
	Iteration 44Q: 3 clusters Score -2105901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2105901.000000 Penalty: 4784.998535
	Iteration 45Q: 3 clusters Score -2105901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2105900.500000 Penalty: 4784.998535
	Iteration 46Q: 3 clusters Score -2105900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2105902.250000 Penalty: 4784.998535
	Iteration 47Q: 3 clusters Score -2105902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2105902.750000 Penalty: 4784.998535
	Iteration 48Q: 3 clusters Score -2105903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2105906.750000 Penalty: 4784.998535
	Iteration 49Q: 3 clusters Score -2105907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2105905.000000 Penalty: 4784.998535
	Iteration 50Q: 3 clusters Score -2105905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2105908.250000 Penalty: 4784.998535
	Iteration 51Q: 3 clusters Score -2105908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2105906.000000 Penalty: 4784.998535
	Iteration 52Q: 3 clusters Score -2105906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2105911.500000 Penalty: 4784.998535
	Iteration 53Q: 3 clusters Score -2105912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2105911.750000 Penalty: 4784.998535
	Iteration 54Q: 3 clusters Score -2105912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2105910.250000 Penalty: 4784.998535
	Iteration 55Q: 3 clusters Score -2105910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2105912.000000 Penalty: 4784.998535
	Iteration 56Q: 3 clusters Score -2105912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2105910.000000 Penalty: 4784.998535
	Iteration 57Q: 3 clusters Score -2105910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2105910.250000 Penalty: 4784.998535
	Iteration 58Q: 3 clusters Score -2105910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2105912.000000 Penalty: 4784.998535
	Iteration 59Q: 3 clusters Score -2105912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2105912.000000 Penalty: 4784.998535
	Iteration 60F: 3 clusters Score -2105912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (64505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64505 members 
Entering Unmasked Estep 
Score: -9033617.000000 Penalty: 2746.475586
	Iteration 0F: 2 clusters Score -9033617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -8990337.000000 Penalty: 5492.951172
	Iteration 0F: 3 clusters Score -8990337 nChanged 29964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -9006909.000000 Penalty: 5492.951172
	Iteration 1F: 3 clusters Score -9006909 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -9007333.000000 Penalty: 5492.951172
	Iteration 2Q: 3 clusters Score -9007333 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -9007759.000000 Penalty: 5492.951172
	Iteration 3Q: 3 clusters Score -9007759 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -9008195.000000 Penalty: 5492.951172
	Iteration 4Q: 3 clusters Score -9008195 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -9008820.000000 Penalty: 5492.951172
	Iteration 5Q: 3 clusters Score -9008820 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -9009655.000000 Penalty: 5492.951172
	Iteration 6Q: 3 clusters Score -9009655 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -9011037.000000 Penalty: 5492.951172
	Iteration 7Q: 3 clusters Score -9011037 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -9013383.000000 Penalty: 5492.951172
	Iteration 8F: 3 clusters Score -9013383 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48561 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -9016975.000000 Penalty: 5492.951172
	Iteration 9F: 3 clusters Score -9016975 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53651 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -9021663.000000 Penalty: 5492.951172
	Iteration 10F: 3 clusters Score -9021663 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58157 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -9026206.000000 Penalty: 5492.951172
	Iteration 11F: 3 clusters Score -9026206 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61025 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -9029145.000000 Penalty: 5492.951172
	Iteration 12Q: 3 clusters Score -9029145 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -9030419.000000 Penalty: 5492.951172
	Iteration 13Q: 3 clusters Score -9030419 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63129 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -9031088.000000 Penalty: 5492.951172
	Iteration 14Q: 3 clusters Score -9031088 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -9031392.000000 Penalty: 5492.951172
	Iteration 15Q: 3 clusters Score -9031392 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63507 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -9031540.000000 Penalty: 5492.951172
	Iteration 16Q: 3 clusters Score -9031540 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63552 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -9031625.000000 Penalty: 5492.951172
	Iteration 17Q: 3 clusters Score -9031625 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63566 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -9031676.000000 Penalty: 5492.951172
	Iteration 18Q: 3 clusters Score -9031676 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63582 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -9031691.000000 Penalty: 5492.951172
	Iteration 19Q: 3 clusters Score -9031691 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63584 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -9031704.000000 Penalty: 5492.951172
	Iteration 20F: 3 clusters Score -9031704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63584 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -9031716.000000 Penalty: 5492.951172
	Iteration 21Q: 3 clusters Score -9031716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63590 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -9031716.000000 Penalty: 5492.951172
	Iteration 22Q: 3 clusters Score -9031716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63590 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -9031721.000000 Penalty: 5492.951172
	Iteration 23Q: 3 clusters Score -9031721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63586 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -9031716.000000 Penalty: 5492.951172
	Iteration 24Q: 3 clusters Score -9031716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63585 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -9031715.000000 Penalty: 5492.951172
	Iteration 25Q: 3 clusters Score -9031715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -9031722.000000 Penalty: 5492.951172
	Iteration 26Q: 3 clusters Score -9031722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63578 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -9031724.000000 Penalty: 5492.951172
	Iteration 27Q: 3 clusters Score -9031724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63575 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -9031734.000000 Penalty: 5492.951172
	Iteration 28Q: 3 clusters Score -9031734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -9031727.000000 Penalty: 5492.951172
	Iteration 29Q: 3 clusters Score -9031727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -9031727.000000 Penalty: 5492.951172
	Iteration 30F: 3 clusters Score -9031727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -191080.562500 Penalty: 1797.099243
	Iteration 0F: 2 clusters Score -191080.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -188845.718750 Penalty: 3594.198486
	Iteration 0F: 3 clusters Score -188845.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -189206.515625 Penalty: 3594.198486
	Iteration 1F: 3 clusters Score -189206.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -189358.390625 Penalty: 3594.198486
	Iteration 2F: 3 clusters Score -189358.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -189589.843750 Penalty: 3594.198486
	Iteration 3F: 3 clusters Score -189589.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -189710.578125 Penalty: 3594.198486
	Iteration 4Q: 3 clusters Score -189710.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -189775.843750 Penalty: 3594.198486
	Iteration 5Q: 3 clusters Score -189775.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -189820.546875 Penalty: 3594.198486
	Iteration 6Q: 3 clusters Score -189820.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -189857.656250 Penalty: 3594.198486
	Iteration 7Q: 3 clusters Score -189857.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -189877.968750 Penalty: 3594.198486
	Iteration 8Q: 3 clusters Score -189878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -189914.906250 Penalty: 3594.198486
	Iteration 9Q: 3 clusters Score -189914.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -189944.421875 Penalty: 3594.198486
	Iteration 10Q: 3 clusters Score -189944.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -189976.812500 Penalty: 3594.198486
	Iteration 11Q: 3 clusters Score -189976.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -190014.046875 Penalty: 3594.198486
	Iteration 12Q: 3 clusters Score -190014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -190037.500000 Penalty: 3594.198486
	Iteration 13Q: 3 clusters Score -190037.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -190053.812500 Penalty: 3594.198486
	Iteration 14Q: 3 clusters Score -190053.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -190065.734375 Penalty: 3594.198486
	Iteration 15Q: 3 clusters Score -190065.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -190074.734375 Penalty: 3594.198486
	Iteration 16Q: 3 clusters Score -190074.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -190081.203125 Penalty: 3594.198486
	Iteration 17Q: 3 clusters Score -190081.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -190086.343750 Penalty: 3594.198486
	Iteration 18Q: 3 clusters Score -190086.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -190091.046875 Penalty: 3594.198486
	Iteration 19Q: 3 clusters Score -190091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -190094.203125 Penalty: 3594.198486
	Iteration 20F: 3 clusters Score -190094.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -190097.593750 Penalty: 3594.198486
	Iteration 21Q: 3 clusters Score -190097.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -190101.515625 Penalty: 3594.198486
	Iteration 22Q: 3 clusters Score -190101.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -190107.453125 Penalty: 3594.198486
	Iteration 23Q: 3 clusters Score -190107.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -190110.859375 Penalty: 3594.198486
	Iteration 24Q: 3 clusters Score -190110.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -190115.234375 Penalty: 3594.198486
	Iteration 25Q: 3 clusters Score -190115.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -190122.906250 Penalty: 3594.198486
	Iteration 26Q: 3 clusters Score -190122.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -190125.125000 Penalty: 3594.198486
	Iteration 27Q: 3 clusters Score -190125.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -190128.593750 Penalty: 3594.198486
	Iteration 28Q: 3 clusters Score -190128.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -190129.859375 Penalty: 3594.198486
	Iteration 29Q: 3 clusters Score -190129.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -190129.859375 Penalty: 3594.198486
	Iteration 30F: 3 clusters Score -190129.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Entering Unmasked Estep 
Score: -1367327.125000 Penalty: 2283.792236
	Iteration 0F: 2 clusters Score -1367327 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 4992 members 
Entering Unmasked Estep 
Score: -1359723.375000 Penalty: 4567.584473
	Iteration 0F: 3 clusters Score -1359723 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1361955.750000 Penalty: 4567.584473
	Iteration 1F: 3 clusters Score -1361956 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1362266.750000 Penalty: 4567.584473
	Iteration 2F: 3 clusters Score -1362267 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1362498.500000 Penalty: 4567.584473
	Iteration 3Q: 3 clusters Score -1362498 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1362769.000000 Penalty: 4567.584473
	Iteration 4Q: 3 clusters Score -1362769 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1363101.625000 Penalty: 4567.584473
	Iteration 5Q: 3 clusters Score -1363102 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1363507.625000 Penalty: 4567.584473
	Iteration 6Q: 3 clusters Score -1363508 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1363867.375000 Penalty: 4567.584473
	Iteration 7F: 3 clusters Score -1363867 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1364225.000000 Penalty: 4567.584473
	Iteration 8F: 3 clusters Score -1364225 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1364603.000000 Penalty: 4567.584473
	Iteration 9F: 3 clusters Score -1364603 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1364989.750000 Penalty: 4567.584473
	Iteration 10F: 3 clusters Score -1364990 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1365318.000000 Penalty: 4567.584473
	Iteration 11Q: 3 clusters Score -1365318 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1365616.875000 Penalty: 4567.584473
	Iteration 12Q: 3 clusters Score -1365617 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1365928.875000 Penalty: 4567.584473
	Iteration 13Q: 3 clusters Score -1365929 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1366193.500000 Penalty: 4567.584473
	Iteration 14Q: 3 clusters Score -1366194 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1366416.250000 Penalty: 4567.584473
	Iteration 15Q: 3 clusters Score -1366416 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1366561.625000 Penalty: 4567.584473
	Iteration 16Q: 3 clusters Score -1366562 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1366614.750000 Penalty: 4567.584473
	Iteration 17Q: 3 clusters Score -1366615 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1366638.000000 Penalty: 4567.584473
	Iteration 18Q: 3 clusters Score -1366638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1366656.250000 Penalty: 4567.584473
	Iteration 19Q: 3 clusters Score -1366656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1366660.250000 Penalty: 4567.584473
	Iteration 20F: 3 clusters Score -1366660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1366662.375000 Penalty: 4567.584473
	Iteration 21Q: 3 clusters Score -1366662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1366660.750000 Penalty: 4567.584473
	Iteration 22Q: 3 clusters Score -1366661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1366660.750000 Penalty: 4567.584473
	Iteration 23Q: 3 clusters Score -1366661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1366659.125000 Penalty: 4567.584473
	Iteration 24Q: 3 clusters Score -1366659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1366663.125000 Penalty: 4567.584473
	Iteration 25Q: 3 clusters Score -1366663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1366665.250000 Penalty: 4567.584473
	Iteration 26Q: 3 clusters Score -1366665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1366666.125000 Penalty: 4567.584473
	Iteration 27Q: 3 clusters Score -1366666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1366666.125000 Penalty: 4567.584473
	Iteration 28F: 3 clusters Score -1366666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -164261.265625 Penalty: 1769.847778
	Iteration 0F: 2 clusters Score -164261.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -162152.343750 Penalty: 3539.695557
	Iteration 0F: 3 clusters Score -162152.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -162542.234375 Penalty: 3539.695557
	Iteration 1F: 3 clusters Score -162542.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -162727.671875 Penalty: 3539.695557
	Iteration 2F: 3 clusters Score -162727.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -162848.234375 Penalty: 3539.695557
	Iteration 3F: 3 clusters Score -162848.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -162941.078125 Penalty: 3539.695557
	Iteration 4Q: 3 clusters Score -162941.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -163061.343750 Penalty: 3539.695557
	Iteration 5Q: 3 clusters Score -163061.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -163171.421875 Penalty: 3539.695557
	Iteration 6Q: 3 clusters Score -163171.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -163291.187500 Penalty: 3539.695557
	Iteration 7Q: 3 clusters Score -163291.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -163362.953125 Penalty: 3539.695557
	Iteration 8Q: 3 clusters Score -163363 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -163442.890625 Penalty: 3539.695557
	Iteration 9Q: 3 clusters Score -163442.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -163524.812500 Penalty: 3539.695557
	Iteration 10Q: 3 clusters Score -163524.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -163593.218750 Penalty: 3539.695557
	Iteration 11Q: 3 clusters Score -163593.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -163677.625000 Penalty: 3539.695557
	Iteration 12Q: 3 clusters Score -163677.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -163765.109375 Penalty: 3539.695557
	Iteration 13Q: 3 clusters Score -163765.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -163839.000000 Penalty: 3539.695557
	Iteration 14Q: 3 clusters Score -163839 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -163910.187500 Penalty: 3539.695557
	Iteration 15Q: 3 clusters Score -163910.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -163969.015625 Penalty: 3539.695557
	Iteration 16Q: 3 clusters Score -163969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -164010.718750 Penalty: 3539.695557
	Iteration 17Q: 3 clusters Score -164010.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -164045.890625 Penalty: 3539.695557
	Iteration 18Q: 3 clusters Score -164045.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -164080.578125 Penalty: 3539.695557
	Iteration 19Q: 3 clusters Score -164080.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -164107.609375 Penalty: 3539.695557
	Iteration 20F: 3 clusters Score -164107.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -164145.937500 Penalty: 3539.695557
	Iteration 21Q: 3 clusters Score -164145.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -164178.765625 Penalty: 3539.695557
	Iteration 22Q: 3 clusters Score -164178.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -164210.328125 Penalty: 3539.695557
	Iteration 23Q: 3 clusters Score -164210.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -164214.828125 Penalty: 3539.695557
	Iteration 24Q: 3 clusters Score -164214.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -164214.828125 Penalty: 3539.695557
	Iteration 25F: 3 clusters Score -164214.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 156336 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 43586 members 
Mstep: Class 6 contains 32590 members 
Mstep: Class 7 contains 42501 members 
Mstep: Class 8 contains 17683 members 
Mstep: Class 9 contains 132391 members 
Mstep: Class 10 contains 8492 members 
Mstep: Class 11 contains 22507 members 
Mstep: Class 12 contains 46692 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26116 members 
Mstep: Class 15 contains 131044 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 5570 members 
Mstep: Class 18 contains 7523 members 
Mstep: Class 19 contains 43574 members 
Mstep: Class 20 contains 124913 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31782 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43793 members 
Mstep: Class 26 contains 6590 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15478 members 
Mstep: Class 29 contains 64505 members 
Mstep: Class 30 contains 1403 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957216.000000 Penalty: 110053.570312
Iteration 479Q: 33 clusters Score -1.429572e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 156394 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 43596 members 
Mstep: Class 6 contains 32573 members 
Mstep: Class 7 contains 42502 members 
Mstep: Class 8 contains 17684 members 
Mstep: Class 9 contains 132366 members 
Mstep: Class 10 contains 8492 members 
Mstep: Class 11 contains 22501 members 
Mstep: Class 12 contains 46691 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26117 members 
Mstep: Class 15 contains 131047 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 7523 members 
Mstep: Class 19 contains 43578 members 
Mstep: Class 20 contains 124909 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31776 members 
Mstep: Class 23 contains 5937 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43786 members 
Mstep: Class 26 contains 6590 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15478 members 
Mstep: Class 29 contains 64491 members 
Mstep: Class 30 contains 1402 members 
Mstep: Class 31 contains 9987 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957200.000000 Penalty: 110053.570312
Iteration 480F: 33 clusters Score -1.429572e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 156468 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 43593 members 
Mstep: Class 6 contains 32560 members 
Mstep: Class 7 contains 42508 members 
Mstep: Class 8 contains 17684 members 
Mstep: Class 9 contains 132351 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22497 members 
Mstep: Class 12 contains 46686 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26119 members 
Mstep: Class 15 contains 131051 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43582 members 
Mstep: Class 20 contains 124891 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31767 members 
Mstep: Class 23 contains 5937 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43778 members 
Mstep: Class 26 contains 6590 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15478 members 
Mstep: Class 29 contains 64473 members 
Mstep: Class 30 contains 1402 members 
Mstep: Class 31 contains 9988 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957136.000000 Penalty: 110053.570312
Iteration 481Q: 33 clusters Score -1.429571e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 156545 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 43595 members 
Mstep: Class 6 contains 32555 members 
Mstep: Class 7 contains 42510 members 
Mstep: Class 8 contains 17687 members 
Mstep: Class 9 contains 132344 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22491 members 
Mstep: Class 12 contains 46675 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26122 members 
Mstep: Class 15 contains 131030 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43585 members 
Mstep: Class 20 contains 124864 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31760 members 
Mstep: Class 23 contains 5938 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43779 members 
Mstep: Class 26 contains 6591 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15478 members 
Mstep: Class 29 contains 64464 members 
Mstep: Class 30 contains 1402 members 
Mstep: Class 31 contains 9988 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142956976.000000 Penalty: 110053.570312
Iteration 482Q: 33 clusters Score -1.42957e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 156614 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 43596 members 
Mstep: Class 6 contains 32545 members 
Mstep: Class 7 contains 42510 members 
Mstep: Class 8 contains 17686 members 
Mstep: Class 9 contains 132325 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22483 members 
Mstep: Class 12 contains 46668 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26121 members 
Mstep: Class 15 contains 131041 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 43591 members 
Mstep: Class 20 contains 124831 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31753 members 
Mstep: Class 23 contains 5938 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43780 members 
Mstep: Class 26 contains 6591 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15478 members 
Mstep: Class 29 contains 64462 members 
Mstep: Class 30 contains 1402 members 
Mstep: Class 31 contains 9989 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957040.000000 Penalty: 110053.570312
Iteration 483Q: 33 clusters Score -1.42957e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 156693 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 43581 members 
Mstep: Class 6 contains 32538 members 
Mstep: Class 7 contains 42514 members 
Mstep: Class 8 contains 17690 members 
Mstep: Class 9 contains 132325 members 
Mstep: Class 10 contains 8492 members 
Mstep: Class 11 contains 22480 members 
Mstep: Class 12 contains 46663 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26125 members 
Mstep: Class 15 contains 131034 members 
Mstep: Class 16 contains 7397 members 
Mstep: Class 17 contains 5570 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 43598 members 
Mstep: Class 20 contains 124785 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31746 members 
Mstep: Class 23 contains 5939 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43783 members 
Mstep: Class 26 contains 6591 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15478 members 
Mstep: Class 29 contains 64448 members 
Mstep: Class 30 contains 1402 members 
Mstep: Class 31 contains 9991 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957056.000000 Penalty: 110053.570312
Iteration 484Q: 33 clusters Score -1.429571e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 156758 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 43576 members 
Mstep: Class 6 contains 32531 members 
Mstep: Class 7 contains 42516 members 
Mstep: Class 8 contains 17696 members 
Mstep: Class 9 contains 132317 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22478 members 
Mstep: Class 12 contains 46655 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26129 members 
Mstep: Class 15 contains 131045 members 
Mstep: Class 16 contains 7397 members 
Mstep: Class 17 contains 5570 members 
Mstep: Class 18 contains 7527 members 
Mstep: Class 19 contains 43612 members 
Mstep: Class 20 contains 124745 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31734 members 
Mstep: Class 23 contains 5940 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43777 members 
Mstep: Class 26 contains 6591 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15478 members 
Mstep: Class 29 contains 64432 members 
Mstep: Class 30 contains 1402 members 
Mstep: Class 31 contains 9993 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957104.000000 Penalty: 110053.570312
Iteration 485Q: 33 clusters Score -1.429571e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 156809 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 43569 members 
Mstep: Class 6 contains 32527 members 
Mstep: Class 7 contains 42526 members 
Mstep: Class 8 contains 17695 members 
Mstep: Class 9 contains 132304 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 22476 members 
Mstep: Class 12 contains 46649 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26132 members 
Mstep: Class 15 contains 131048 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 7528 members 
Mstep: Class 19 contains 43623 members 
Mstep: Class 20 contains 124719 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31722 members 
Mstep: Class 23 contains 5940 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43772 members 
Mstep: Class 26 contains 6593 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15478 members 
Mstep: Class 29 contains 64429 members 
Mstep: Class 30 contains 1403 members 
Mstep: Class 31 contains 9993 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957264.000000 Penalty: 110053.570312
Iteration 486Q: 33 clusters Score -1.429573e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 156868 members 
Mstep: Class 4 contains 7599 members 
Mstep: Class 5 contains 43562 members 
Mstep: Class 6 contains 32524 members 
Mstep: Class 7 contains 42529 members 
Mstep: Class 8 contains 17695 members 
Mstep: Class 9 contains 132291 members 
Mstep: Class 10 contains 8492 members 
Mstep: Class 11 contains 22469 members 
Mstep: Class 12 contains 46642 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26133 members 
Mstep: Class 15 contains 131069 members 
Mstep: Class 16 contains 7395 members 
Mstep: Class 17 contains 5570 members 
Mstep: Class 18 contains 7529 members 
Mstep: Class 19 contains 43635 members 
Mstep: Class 20 contains 124679 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31708 members 
Mstep: Class 23 contains 5940 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43767 members 
Mstep: Class 26 contains 6593 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15478 members 
Mstep: Class 29 contains 64428 members 
Mstep: Class 30 contains 1403 members 
Mstep: Class 31 contains 9993 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957392.000000 Penalty: 110053.570312
Iteration 487Q: 33 clusters Score -1.429574e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 156933 members 
Mstep: Class 4 contains 7599 members 
Mstep: Class 5 contains 43560 members 
Mstep: Class 6 contains 32518 members 
Mstep: Class 7 contains 42540 members 
Mstep: Class 8 contains 17696 members 
Mstep: Class 9 contains 132288 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22460 members 
Mstep: Class 12 contains 46632 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26137 members 
Mstep: Class 15 contains 131074 members 
Mstep: Class 16 contains 7394 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 7530 members 
Mstep: Class 19 contains 43644 members 
Mstep: Class 20 contains 124632 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31700 members 
Mstep: Class 23 contains 5940 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43763 members 
Mstep: Class 26 contains 6593 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15478 members 
Mstep: Class 29 contains 64418 members 
Mstep: Class 30 contains 1404 members 
Mstep: Class 31 contains 9993 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957472.000000 Penalty: 110053.570312
Iteration 488Q: 33 clusters Score -1.429575e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 157007 members 
Mstep: Class 4 contains 7599 members 
Mstep: Class 5 contains 43548 members 
Mstep: Class 6 contains 32519 members 
Mstep: Class 7 contains 42543 members 
Mstep: Class 8 contains 17697 members 
Mstep: Class 9 contains 132297 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22463 members 
Mstep: Class 12 contains 46628 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26142 members 
Mstep: Class 15 contains 131063 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 7529 members 
Mstep: Class 19 contains 43651 members 
Mstep: Class 20 contains 124581 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31690 members 
Mstep: Class 23 contains 5940 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43760 members 
Mstep: Class 26 contains 6593 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15477 members 
Mstep: Class 29 contains 64406 members 
Mstep: Class 30 contains 1404 members 
Mstep: Class 31 contains 9993 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957488.000000 Penalty: 110053.570312
Iteration 489Q: 33 clusters Score -1.429575e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 157068 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 43548 members 
Mstep: Class 6 contains 32523 members 
Mstep: Class 7 contains 42546 members 
Mstep: Class 8 contains 17697 members 
Mstep: Class 9 contains 132291 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 22456 members 
Mstep: Class 12 contains 46623 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26148 members 
Mstep: Class 15 contains 131060 members 
Mstep: Class 16 contains 7397 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 7530 members 
Mstep: Class 19 contains 43660 members 
Mstep: Class 20 contains 124547 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31675 members 
Mstep: Class 23 contains 5939 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43758 members 
Mstep: Class 26 contains 6593 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15477 members 
Mstep: Class 29 contains 64394 members 
Mstep: Class 30 contains 1404 members 
Mstep: Class 31 contains 9993 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957664.000000 Penalty: 110053.570312
Iteration 490Q: 33 clusters Score -1.429577e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 157160 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 43533 members 
Mstep: Class 6 contains 32527 members 
Mstep: Class 7 contains 42553 members 
Mstep: Class 8 contains 17695 members 
Mstep: Class 9 contains 132284 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 22447 members 
Mstep: Class 12 contains 46616 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26153 members 
Mstep: Class 15 contains 131051 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 5570 members 
Mstep: Class 18 contains 7529 members 
Mstep: Class 19 contains 43670 members 
Mstep: Class 20 contains 124510 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31667 members 
Mstep: Class 23 contains 5938 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43752 members 
Mstep: Class 26 contains 6593 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15477 members 
Mstep: Class 29 contains 64378 members 
Mstep: Class 30 contains 1404 members 
Mstep: Class 31 contains 9993 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957504.000000 Penalty: 110053.570312
Iteration 491Q: 33 clusters Score -1.429575e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 157225 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 43517 members 
Mstep: Class 6 contains 32529 members 
Mstep: Class 7 contains 42560 members 
Mstep: Class 8 contains 17692 members 
Mstep: Class 9 contains 132293 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 22442 members 
Mstep: Class 12 contains 46606 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26156 members 
Mstep: Class 15 contains 131055 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 5570 members 
Mstep: Class 18 contains 7528 members 
Mstep: Class 19 contains 43683 members 
Mstep: Class 20 contains 124473 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31657 members 
Mstep: Class 23 contains 5938 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43744 members 
Mstep: Class 26 contains 6592 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15477 members 
Mstep: Class 29 contains 64366 members 
Mstep: Class 30 contains 1405 members 
Mstep: Class 31 contains 9993 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957424.000000 Penalty: 110053.570312
Iteration 492Q: 33 clusters Score -1.429574e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 157294 members 
Mstep: Class 4 contains 7595 members 
Mstep: Class 5 contains 43505 members 
Mstep: Class 6 contains 32525 members 
Mstep: Class 7 contains 42565 members 
Mstep: Class 8 contains 17691 members 
Mstep: Class 9 contains 132269 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 22444 members 
Mstep: Class 12 contains 46589 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26158 members 
Mstep: Class 15 contains 131080 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 5570 members 
Mstep: Class 18 contains 7529 members 
Mstep: Class 19 contains 43692 members 
Mstep: Class 20 contains 124447 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31648 members 
Mstep: Class 23 contains 5939 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43734 members 
Mstep: Class 26 contains 6591 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 15477 members 
Mstep: Class 29 contains 64357 members 
Mstep: Class 30 contains 1406 members 
Mstep: Class 31 contains 9993 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957296.000000 Penalty: 110053.570312
Iteration 493Q: 33 clusters Score -1.429573e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 157371 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 43490 members 
Mstep: Class 6 contains 32529 members 
Mstep: Class 7 contains 42571 members 
Mstep: Class 8 contains 17691 members 
Mstep: Class 9 contains 132240 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22438 members 
Mstep: Class 12 contains 46581 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26161 members 
Mstep: Class 15 contains 131086 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 5570 members 
Mstep: Class 18 contains 7529 members 
Mstep: Class 19 contains 43700 members 
Mstep: Class 20 contains 124425 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31637 members 
Mstep: Class 23 contains 5939 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43726 members 
Mstep: Class 26 contains 6593 members 
Mstep: Class 27 contains 5843 members 
Mstep: Class 28 contains 15477 members 
Mstep: Class 29 contains 64343 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9994 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957312.000000 Penalty: 110053.570312
Iteration 494Q: 33 clusters Score -1.429573e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 157472 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 43471 members 
Mstep: Class 6 contains 32527 members 
Mstep: Class 7 contains 42579 members 
Mstep: Class 8 contains 17692 members 
Mstep: Class 9 contains 132205 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22434 members 
Mstep: Class 12 contains 46563 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 131106 members 
Mstep: Class 16 contains 7401 members 
Mstep: Class 17 contains 5570 members 
Mstep: Class 18 contains 7527 members 
Mstep: Class 19 contains 43715 members 
Mstep: Class 20 contains 124394 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31623 members 
Mstep: Class 23 contains 5939 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43712 members 
Mstep: Class 26 contains 6593 members 
Mstep: Class 27 contains 5843 members 
Mstep: Class 28 contains 15477 members 
Mstep: Class 29 contains 64331 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9994 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957360.000000 Penalty: 110053.570312
Iteration 495Q: 33 clusters Score -1.429574e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 157558 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 43450 members 
Mstep: Class 6 contains 32522 members 
Mstep: Class 7 contains 42581 members 
Mstep: Class 8 contains 17688 members 
Mstep: Class 9 contains 132178 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22427 members 
Mstep: Class 12 contains 46545 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26167 members 
Mstep: Class 15 contains 131133 members 
Mstep: Class 16 contains 7403 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 43734 members 
Mstep: Class 20 contains 124380 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31610 members 
Mstep: Class 23 contains 5939 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43697 members 
Mstep: Class 26 contains 6592 members 
Mstep: Class 27 contains 5843 members 
Mstep: Class 28 contains 15477 members 
Mstep: Class 29 contains 64319 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9994 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957184.000000 Penalty: 110053.570312
Iteration 496Q: 33 clusters Score -1.429572e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 157669 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 43427 members 
Mstep: Class 6 contains 32516 members 
Mstep: Class 7 contains 42585 members 
Mstep: Class 8 contains 17688 members 
Mstep: Class 9 contains 132132 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 22417 members 
Mstep: Class 12 contains 46531 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26172 members 
Mstep: Class 15 contains 131161 members 
Mstep: Class 16 contains 7402 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 43741 members 
Mstep: Class 20 contains 124361 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31602 members 
Mstep: Class 23 contains 5939 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43681 members 
Mstep: Class 26 contains 6593 members 
Mstep: Class 27 contains 5843 members 
Mstep: Class 28 contains 15478 members 
Mstep: Class 29 contains 64306 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9994 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957520.000000 Penalty: 110053.570312
Iteration 497Q: 33 clusters Score -1.429575e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 157775 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 43408 members 
Mstep: Class 6 contains 32512 members 
Mstep: Class 7 contains 42586 members 
Mstep: Class 8 contains 17689 members 
Mstep: Class 9 contains 132102 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22406 members 
Mstep: Class 12 contains 46522 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26172 members 
Mstep: Class 15 contains 131200 members 
Mstep: Class 16 contains 7400 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 7527 members 
Mstep: Class 19 contains 43746 members 
Mstep: Class 20 contains 124337 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31590 members 
Mstep: Class 23 contains 5939 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43652 members 
Mstep: Class 26 contains 6595 members 
Mstep: Class 27 contains 5843 members 
Mstep: Class 28 contains 15478 members 
Mstep: Class 29 contains 64289 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9995 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957536.000000 Penalty: 110053.570312
Iteration 498Q: 33 clusters Score -1.429575e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 157873 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 43378 members 
Mstep: Class 6 contains 32505 members 
Mstep: Class 7 contains 42586 members 
Mstep: Class 8 contains 17689 members 
Mstep: Class 9 contains 132089 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 22402 members 
Mstep: Class 12 contains 46505 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26171 members 
Mstep: Class 15 contains 131230 members 
Mstep: Class 16 contains 7401 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 7527 members 
Mstep: Class 19 contains 43756 members 
Mstep: Class 20 contains 124299 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31581 members 
Mstep: Class 23 contains 5938 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43643 members 
Mstep: Class 26 contains 6598 members 
Mstep: Class 27 contains 5843 members 
Mstep: Class 28 contains 15478 members 
Mstep: Class 29 contains 64276 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9995 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957664.000000 Penalty: 110053.570312
Iteration 499Q: 33 clusters Score -1.429577e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 157959 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 43354 members 
Mstep: Class 6 contains 32506 members 
Mstep: Class 7 contains 42582 members 
Mstep: Class 8 contains 17688 members 
Mstep: Class 9 contains 132075 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 22404 members 
Mstep: Class 12 contains 46487 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 26173 members 
Mstep: Class 15 contains 131269 members 
Mstep: Class 16 contains 7400 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 7527 members 
Mstep: Class 19 contains 43764 members 
Mstep: Class 20 contains 124261 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 31570 members 
Mstep: Class 23 contains 5938 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 43635 members 
Mstep: Class 26 contains 6599 members 
Mstep: Class 27 contains 5843 members 
Mstep: Class 28 contains 15478 members 
Mstep: Class 29 contains 64259 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9995 members 
Mstep: Class 32 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142957712.000000 Penalty: 110053.570312
Iteration 500F: 33 clusters Score -1.429577e+08 nChanged 585
Maximum iterations exceeded
--- Evaluating fit on full set of 3160532 points ---
Entering Unmasked Estep 
Score: -420292800.000000 Penalty: 118772.171875
24->33 Clusters: Score -420292800.000000, best is -420402016.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1053510 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 43690 members 
Mstep: Class 3 contains 44091 members 
Mstep: Class 4 contains 43957 members 
Mstep: Class 5 contains 43596 members 
Mstep: Class 6 contains 44380 members 
Mstep: Class 7 contains 43626 members 
Mstep: Class 8 contains 43983 members 
Mstep: Class 9 contains 43945 members 
Mstep: Class 10 contains 43915 members 
Mstep: Class 11 contains 43693 members 
Mstep: Class 12 contains 43610 members 
Mstep: Class 13 contains 43969 members 
Mstep: Class 14 contains 43822 members 
Mstep: Class 15 contains 43898 members 
Mstep: Class 16 contains 44311 members 
Mstep: Class 17 contains 43987 members 
Mstep: Class 18 contains 44023 members 
Mstep: Class 19 contains 44009 members 
Mstep: Class 20 contains 43842 members 
Mstep: Class 21 contains 43727 members 
Mstep: Class 22 contains 43981 members 
Mstep: Class 23 contains 43898 members 
Mstep: Class 24 contains 43692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 882.055115 but Gain 3439.171875
Score: -137960480.000000 Penalty: 79101.007812
Iteration 0F: 24 clusters Score -1.379605e+08 nChanged 1004798
Entering Unmasked Mstep 
Mstep: Class 0 contains 1144 members 
Mstep: Class 1 contains 100721 members 
Mstep: Class 2 contains 27918 members 
Mstep: Class 3 contains 107593 members 
Mstep: Class 4 contains 57300 members 
Mstep: Class 5 contains 41401 members 
Mstep: Class 6 contains 27342 members 
Mstep: Class 7 contains 22951 members 
Mstep: Class 8 contains 59226 members 
Mstep: Class 9 contains 27522 members 
Mstep: Class 10 contains 19377 members 
Mstep: Class 11 contains 58868 members 
Mstep: Class 12 contains 25509 members 
Mstep: Class 13 contains 38617 members 
Mstep: Class 14 contains 28029 members 
Mstep: Class 15 contains 57778 members 
Mstep: Class 16 contains 25489 members 
Mstep: Class 17 contains 88660 members 
Mstep: Class 18 contains 73554 members 
Mstep: Class 19 contains 54812 members 
Mstep: Class 20 contains 28171 members 
Mstep: Class 21 contains 19149 members 
Mstep: Class 22 contains 23452 members 
Mstep: Class 24 contains 38927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140939648.000000 Penalty: 79101.007812
Iteration 1F: 24 clusters Score -1.409396e+08 nChanged 452033
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 24332 members 
Mstep: Class 3 contains 117615 members 
Mstep: Class 4 contains 52591 members 
Mstep: Class 5 contains 35600 members 
Mstep: Class 6 contains 13213 members 
Mstep: Class 7 contains 17266 members 
Mstep: Class 8 contains 84106 members 
Mstep: Class 9 contains 25829 members 
Mstep: Class 10 contains 10645 members 
Mstep: Class 11 contains 47302 members 
Mstep: Class 12 contains 10911 members 
Mstep: Class 13 contains 28797 members 
Mstep: Class 14 contains 17046 members 
Mstep: Class 15 contains 85949 members 
Mstep: Class 16 contains 19439 members 
Mstep: Class 17 contains 80724 members 
Mstep: Class 18 contains 115260 members 
Mstep: Class 19 contains 91825 members 
Mstep: Class 20 contains 18401 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 21447 members 
Mstep: Class 24 contains 43555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141860304.000000 Penalty: 79101.007812
Iteration 2F: 24 clusters Score -1.418603e+08 nChanged 282281
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 65618 members 
Mstep: Class 2 contains 25357 members 
Mstep: Class 3 contains 144332 members 
Mstep: Class 4 contains 56459 members 
Mstep: Class 5 contains 26138 members 
Mstep: Class 6 contains 6865 members 
Mstep: Class 7 contains 14494 members 
Mstep: Class 8 contains 89280 members 
Mstep: Class 9 contains 20759 members 
Mstep: Class 10 contains 6874 members 
Mstep: Class 11 contains 45933 members 
Mstep: Class 12 contains 4235 members 
Mstep: Class 13 contains 23114 members 
Mstep: Class 14 contains 9575 members 
Mstep: Class 15 contains 101590 members 
Mstep: Class 16 contains 18853 members 
Mstep: Class 17 contains 71924 members 
Mstep: Class 18 contains 137500 members 
Mstep: Class 19 contains 110709 members 
Mstep: Class 20 contains 10194 members 
Mstep: Class 21 contains 8301 members 
Mstep: Class 22 contains 15897 members 
Mstep: Class 24 contains 39362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142164368.000000 Penalty: 79101.007812
Iteration 3F: 24 clusters Score -1.421644e+08 nChanged 183247
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 28102 members 
Mstep: Class 3 contains 173694 members 
Mstep: Class 4 contains 57886 members 
Mstep: Class 5 contains 23090 members 
Mstep: Class 6 contains 4067 members 
Mstep: Class 7 contains 13940 members 
Mstep: Class 8 contains 85797 members 
Mstep: Class 9 contains 16534 members 
Mstep: Class 10 contains 5213 members 
Mstep: Class 11 contains 42902 members 
Mstep: Class 12 contains 2214 members 
Mstep: Class 13 contains 19686 members 
Mstep: Class 14 contains 5683 members 
Mstep: Class 15 contains 109299 members 
Mstep: Class 16 contains 20476 members 
Mstep: Class 17 contains 63788 members 
Mstep: Class 18 contains 146146 members 
Mstep: Class 19 contains 119377 members 
Mstep: Class 20 contains 5874 members 
Mstep: Class 21 contains 6381 members 
Mstep: Class 22 contains 11535 members 
Mstep: Class 24 contains 34400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2693.489014 but Gain 3439.179688
Score: -142317616.000000 Penalty: 75661.828125
Iteration 4F: 23 clusters Score -1.423176e+08 nChanged 141684
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 53202 members 
Mstep: Class 2 contains 29718 members 
Mstep: Class 3 contains 200421 members 
Mstep: Class 4 contains 57243 members 
Mstep: Class 5 contains 24069 members 
Mstep: Class 7 contains 13774 members 
Mstep: Class 8 contains 81204 members 
Mstep: Class 9 contains 13654 members 
Mstep: Class 10 contains 4431 members 
Mstep: Class 11 contains 39862 members 
Mstep: Class 12 contains 1877 members 
Mstep: Class 13 contains 17392 members 
Mstep: Class 14 contains 3555 members 
Mstep: Class 15 contains 115578 members 
Mstep: Class 16 contains 21930 members 
Mstep: Class 17 contains 56587 members 
Mstep: Class 18 contains 145255 members 
Mstep: Class 19 contains 124409 members 
Mstep: Class 20 contains 3771 members 
Mstep: Class 21 contains 5134 members 
Mstep: Class 22 contains 9286 members 
Mstep: Class 24 contains 31087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2967.227783 but Gain 3439.171875
Score: -142418016.000000 Penalty: 72222.656250
Iteration 5F: 22 clusters Score -1.42418e+08 nChanged 115692
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 51996 members 
Mstep: Class 2 contains 29446 members 
Mstep: Class 3 contains 221037 members 
Mstep: Class 4 contains 55645 members 
Mstep: Class 5 contains 26680 members 
Mstep: Class 7 contains 13998 members 
Mstep: Class 8 contains 77990 members 
Mstep: Class 9 contains 11647 members 
Mstep: Class 10 contains 4261 members 
Mstep: Class 11 contains 35933 members 
Mstep: Class 12 contains 2232 members 
Mstep: Class 13 contains 16247 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 120832 members 
Mstep: Class 16 contains 23409 members 
Mstep: Class 17 contains 50733 members 
Mstep: Class 18 contains 138128 members 
Mstep: Class 19 contains 128127 members 
Mstep: Class 21 contains 4278 members 
Mstep: Class 22 contains 8473 members 
Mstep: Class 24 contains 29839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142499216.000000 Penalty: 72222.656250
Iteration 6F: 22 clusters Score -1.424992e+08 nChanged 97622
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 52810 members 
Mstep: Class 2 contains 28538 members 
Mstep: Class 3 contains 233962 members 
Mstep: Class 4 contains 53597 members 
Mstep: Class 5 contains 30313 members 
Mstep: Class 7 contains 13793 members 
Mstep: Class 8 contains 75796 members 
Mstep: Class 9 contains 10283 members 
Mstep: Class 10 contains 4183 members 
Mstep: Class 11 contains 32548 members 
Mstep: Class 12 contains 2686 members 
Mstep: Class 13 contains 15866 members 
Mstep: Class 14 contains 1808 members 
Mstep: Class 15 contains 123645 members 
Mstep: Class 16 contains 24158 members 
Mstep: Class 17 contains 46311 members 
Mstep: Class 18 contains 129382 members 
Mstep: Class 19 contains 131063 members 
Mstep: Class 21 contains 3992 members 
Mstep: Class 22 contains 8519 members 
Mstep: Class 24 contains 30246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3092.711670 but Gain 3439.171875
Score: -142571632.000000 Penalty: 68783.484375
Iteration 7F: 21 clusters Score -1.425716e+08 nChanged 87876
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54412 members 
Mstep: Class 2 contains 27272 members 
Mstep: Class 3 contains 238544 members 
Mstep: Class 4 contains 51271 members 
Mstep: Class 5 contains 34541 members 
Mstep: Class 7 contains 13885 members 
Mstep: Class 8 contains 74852 members 
Mstep: Class 9 contains 9532 members 
Mstep: Class 10 contains 4307 members 
Mstep: Class 11 contains 29883 members 
Mstep: Class 12 contains 3160 members 
Mstep: Class 13 contains 15589 members 
Mstep: Class 15 contains 124497 members 
Mstep: Class 16 contains 25139 members 
Mstep: Class 17 contains 45816 members 
Mstep: Class 18 contains 122445 members 
Mstep: Class 19 contains 133792 members 
Mstep: Class 21 contains 3645 members 
Mstep: Class 22 contains 9034 members 
Mstep: Class 24 contains 31886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142623472.000000 Penalty: 68783.484375
Iteration 8F: 21 clusters Score -1.426235e+08 nChanged 78736
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56251 members 
Mstep: Class 2 contains 25793 members 
Mstep: Class 3 contains 236835 members 
Mstep: Class 4 contains 48482 members 
Mstep: Class 5 contains 38988 members 
Mstep: Class 7 contains 13616 members 
Mstep: Class 8 contains 75209 members 
Mstep: Class 9 contains 9203 members 
Mstep: Class 10 contains 4414 members 
Mstep: Class 11 contains 27772 members 
Mstep: Class 12 contains 3678 members 
Mstep: Class 13 contains 15203 members 
Mstep: Class 15 contains 124228 members 
Mstep: Class 16 contains 25488 members 
Mstep: Class 17 contains 47430 members 
Mstep: Class 18 contains 117585 members 
Mstep: Class 19 contains 135883 members 
Mstep: Class 21 contains 3339 members 
Mstep: Class 22 contains 9749 members 
Mstep: Class 24 contains 34356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142654208.000000 Penalty: 68783.484375
Iteration 9F: 21 clusters Score -1.426542e+08 nChanged 68736
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 24272 members 
Mstep: Class 3 contains 230494 members 
Mstep: Class 4 contains 45626 members 
Mstep: Class 5 contains 43342 members 
Mstep: Class 7 contains 13362 members 
Mstep: Class 8 contains 77598 members 
Mstep: Class 9 contains 9396 members 
Mstep: Class 10 contains 4556 members 
Mstep: Class 11 contains 26003 members 
Mstep: Class 12 contains 4219 members 
Mstep: Class 13 contains 15314 members 
Mstep: Class 15 contains 123390 members 
Mstep: Class 16 contains 25808 members 
Mstep: Class 17 contains 48722 members 
Mstep: Class 18 contains 114829 members 
Mstep: Class 19 contains 137388 members 
Mstep: Class 21 contains 3114 members 
Mstep: Class 22 contains 10441 members 
Mstep: Class 24 contains 37169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142677696.000000 Penalty: 68783.484375
Iteration 10F: 21 clusters Score -1.426777e+08 nChanged 61089
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 22679 members 
Mstep: Class 3 contains 220475 members 
Mstep: Class 4 contains 42936 members 
Mstep: Class 5 contains 47531 members 
Mstep: Class 7 contains 13137 members 
Mstep: Class 8 contains 82342 members 
Mstep: Class 9 contains 9909 members 
Mstep: Class 10 contains 4788 members 
Mstep: Class 11 contains 24589 members 
Mstep: Class 12 contains 4759 members 
Mstep: Class 13 contains 15537 members 
Mstep: Class 15 contains 122456 members 
Mstep: Class 16 contains 26141 members 
Mstep: Class 17 contains 49785 members 
Mstep: Class 18 contains 113550 members 
Mstep: Class 19 contains 138385 members 
Mstep: Class 21 contains 2947 members 
Mstep: Class 22 contains 11109 members 
Mstep: Class 24 contains 39943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142702432.000000 Penalty: 68783.484375
Iteration 11F: 21 clusters Score -1.427024e+08 nChanged 53677
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 62212 members 
Mstep: Class 2 contains 21063 members 
Mstep: Class 3 contains 211301 members 
Mstep: Class 4 contains 40574 members 
Mstep: Class 5 contains 51296 members 
Mstep: Class 7 contains 12964 members 
Mstep: Class 8 contains 88649 members 
Mstep: Class 9 contains 10561 members 
Mstep: Class 10 contains 5061 members 
Mstep: Class 11 contains 23313 members 
Mstep: Class 12 contains 5267 members 
Mstep: Class 13 contains 15728 members 
Mstep: Class 15 contains 121400 members 
Mstep: Class 16 contains 26417 members 
Mstep: Class 17 contains 50502 members 
Mstep: Class 18 contains 112610 members 
Mstep: Class 19 contains 137880 members 
Mstep: Class 21 contains 2788 members 
Mstep: Class 22 contains 11649 members 
Mstep: Class 24 contains 42267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142724464.000000 Penalty: 68783.484375
Iteration 12F: 21 clusters Score -1.427245e+08 nChanged 47834
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 63517 members 
Mstep: Class 2 contains 19430 members 
Mstep: Class 3 contains 203031 members 
Mstep: Class 4 contains 38501 members 
Mstep: Class 5 contains 54788 members 
Mstep: Class 7 contains 12801 members 
Mstep: Class 8 contains 96176 members 
Mstep: Class 9 contains 11146 members 
Mstep: Class 10 contains 5388 members 
Mstep: Class 11 contains 22193 members 
Mstep: Class 12 contains 5717 members 
Mstep: Class 13 contains 15948 members 
Mstep: Class 15 contains 120391 members 
Mstep: Class 16 contains 26683 members 
Mstep: Class 17 contains 50967 members 
Mstep: Class 18 contains 111448 members 
Mstep: Class 19 contains 136467 members 
Mstep: Class 21 contains 2663 members 
Mstep: Class 22 contains 12067 members 
Mstep: Class 24 contains 44180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142741088.000000 Penalty: 68783.484375
Iteration 13Q: 21 clusters Score -1.427411e+08 nChanged 42081
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 64643 members 
Mstep: Class 2 contains 17868 members 
Mstep: Class 3 contains 193749 members 
Mstep: Class 4 contains 36680 members 
Mstep: Class 5 contains 57804 members 
Mstep: Class 7 contains 12644 members 
Mstep: Class 8 contains 104590 members 
Mstep: Class 9 contains 11627 members 
Mstep: Class 10 contains 5731 members 
Mstep: Class 11 contains 21193 members 
Mstep: Class 12 contains 6175 members 
Mstep: Class 13 contains 16205 members 
Mstep: Class 15 contains 119787 members 
Mstep: Class 16 contains 26976 members 
Mstep: Class 17 contains 51256 members 
Mstep: Class 18 contains 110798 members 
Mstep: Class 19 contains 135094 members 
Mstep: Class 21 contains 2631 members 
Mstep: Class 22 contains 12408 members 
Mstep: Class 24 contains 45643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142753232.000000 Penalty: 68783.484375
Iteration 14Q: 21 clusters Score -1.427532e+08 nChanged 37760
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65591 members 
Mstep: Class 2 contains 16429 members 
Mstep: Class 3 contains 183719 members 
Mstep: Class 4 contains 35159 members 
Mstep: Class 5 contains 60369 members 
Mstep: Class 7 contains 12526 members 
Mstep: Class 8 contains 113415 members 
Mstep: Class 9 contains 12098 members 
Mstep: Class 10 contains 6014 members 
Mstep: Class 11 contains 20260 members 
Mstep: Class 12 contains 6668 members 
Mstep: Class 13 contains 16506 members 
Mstep: Class 15 contains 119501 members 
Mstep: Class 16 contains 27272 members 
Mstep: Class 17 contains 51496 members 
Mstep: Class 18 contains 110575 members 
Mstep: Class 19 contains 134019 members 
Mstep: Class 21 contains 2614 members 
Mstep: Class 22 contains 12712 members 
Mstep: Class 24 contains 46559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142764880.000000 Penalty: 68783.484375
Iteration 15Q: 21 clusters Score -1.427649e+08 nChanged 34621
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 66269 members 
Mstep: Class 2 contains 15106 members 
Mstep: Class 3 contains 173271 members 
Mstep: Class 4 contains 33926 members 
Mstep: Class 5 contains 62690 members 
Mstep: Class 7 contains 12402 members 
Mstep: Class 8 contains 123073 members 
Mstep: Class 9 contains 12447 members 
Mstep: Class 10 contains 6294 members 
Mstep: Class 11 contains 19323 members 
Mstep: Class 12 contains 7191 members 
Mstep: Class 13 contains 16764 members 
Mstep: Class 15 contains 119102 members 
Mstep: Class 16 contains 27620 members 
Mstep: Class 17 contains 51717 members 
Mstep: Class 18 contains 110617 members 
Mstep: Class 19 contains 133063 members 
Mstep: Class 21 contains 2597 members 
Mstep: Class 22 contains 12948 members 
Mstep: Class 24 contains 47082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142776016.000000 Penalty: 68783.484375
Iteration 16Q: 21 clusters Score -1.42776e+08 nChanged 33288
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 67016 members 
Mstep: Class 2 contains 13981 members 
Mstep: Class 3 contains 162578 members 
Mstep: Class 4 contains 32889 members 
Mstep: Class 5 contains 64599 members 
Mstep: Class 7 contains 12216 members 
Mstep: Class 8 contains 133998 members 
Mstep: Class 9 contains 12659 members 
Mstep: Class 10 contains 6529 members 
Mstep: Class 11 contains 18374 members 
Mstep: Class 12 contains 7715 members 
Mstep: Class 13 contains 16877 members 
Mstep: Class 15 contains 118585 members 
Mstep: Class 16 contains 27975 members 
Mstep: Class 17 contains 51839 members 
Mstep: Class 18 contains 110642 members 
Mstep: Class 19 contains 131962 members 
Mstep: Class 21 contains 2573 members 
Mstep: Class 22 contains 13160 members 
Mstep: Class 24 contains 47335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786592.000000 Penalty: 68783.484375
Iteration 17Q: 21 clusters Score -1.427866e+08 nChanged 33484
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 67610 members 
Mstep: Class 2 contains 12950 members 
Mstep: Class 3 contains 151531 members 
Mstep: Class 4 contains 31928 members 
Mstep: Class 5 contains 66275 members 
Mstep: Class 7 contains 11990 members 
Mstep: Class 8 contains 146372 members 
Mstep: Class 9 contains 12818 members 
Mstep: Class 10 contains 6720 members 
Mstep: Class 11 contains 17477 members 
Mstep: Class 12 contains 8213 members 
Mstep: Class 13 contains 16914 members 
Mstep: Class 15 contains 117907 members 
Mstep: Class 16 contains 28372 members 
Mstep: Class 17 contains 51906 members 
Mstep: Class 18 contains 110444 members 
Mstep: Class 19 contains 130877 members 
Mstep: Class 21 contains 2562 members 
Mstep: Class 22 contains 13326 members 
Mstep: Class 24 contains 47310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142795472.000000 Penalty: 68783.484375
Iteration 18Q: 21 clusters Score -1.427955e+08 nChanged 34360
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 12068 members 
Mstep: Class 3 contains 139653 members 
Mstep: Class 4 contains 31122 members 
Mstep: Class 5 contains 67687 members 
Mstep: Class 7 contains 11789 members 
Mstep: Class 8 contains 160063 members 
Mstep: Class 9 contains 12879 members 
Mstep: Class 10 contains 6811 members 
Mstep: Class 11 contains 16594 members 
Mstep: Class 12 contains 8628 members 
Mstep: Class 13 contains 16941 members 
Mstep: Class 15 contains 117197 members 
Mstep: Class 16 contains 28778 members 
Mstep: Class 17 contains 51919 members 
Mstep: Class 18 contains 110208 members 
Mstep: Class 19 contains 129833 members 
Mstep: Class 21 contains 2544 members 
Mstep: Class 22 contains 13454 members 
Mstep: Class 24 contains 47146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805696.000000 Penalty: 68783.484375
Iteration 19Q: 21 clusters Score -1.428057e+08 nChanged 36149
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68665 members 
Mstep: Class 2 contains 11310 members 
Mstep: Class 3 contains 127171 members 
Mstep: Class 4 contains 30448 members 
Mstep: Class 5 contains 68880 members 
Mstep: Class 7 contains 11609 members 
Mstep: Class 8 contains 175144 members 
Mstep: Class 9 contains 12884 members 
Mstep: Class 10 contains 6848 members 
Mstep: Class 11 contains 15784 members 
Mstep: Class 12 contains 8945 members 
Mstep: Class 13 contains 16843 members 
Mstep: Class 15 contains 116311 members 
Mstep: Class 16 contains 29151 members 
Mstep: Class 17 contains 51925 members 
Mstep: Class 18 contains 110035 members 
Mstep: Class 19 contains 128759 members 
Mstep: Class 21 contains 2533 members 
Mstep: Class 22 contains 13557 members 
Mstep: Class 24 contains 46700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142815872.000000 Penalty: 68783.484375
Iteration 20F: 21 clusters Score -1.428159e+08 nChanged 38742
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69246 members 
Mstep: Class 2 contains 10692 members 
Mstep: Class 3 contains 114034 members 
Mstep: Class 4 contains 29908 members 
Mstep: Class 5 contains 69915 members 
Mstep: Class 7 contains 11424 members 
Mstep: Class 8 contains 191552 members 
Mstep: Class 9 contains 12858 members 
Mstep: Class 10 contains 6876 members 
Mstep: Class 11 contains 14975 members 
Mstep: Class 12 contains 9072 members 
Mstep: Class 13 contains 16623 members 
Mstep: Class 15 contains 115401 members 
Mstep: Class 16 contains 29552 members 
Mstep: Class 17 contains 51989 members 
Mstep: Class 18 contains 109689 members 
Mstep: Class 19 contains 127414 members 
Mstep: Class 21 contains 2527 members 
Mstep: Class 22 contains 13632 members 
Mstep: Class 24 contains 46123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142824912.000000 Penalty: 68783.484375
Iteration 21Q: 21 clusters Score -1.428249e+08 nChanged 40321
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69886 members 
Mstep: Class 2 contains 10195 members 
Mstep: Class 3 contains 101340 members 
Mstep: Class 4 contains 29456 members 
Mstep: Class 5 contains 70721 members 
Mstep: Class 7 contains 11283 members 
Mstep: Class 8 contains 207765 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 6872 members 
Mstep: Class 11 contains 14316 members 
Mstep: Class 12 contains 9019 members 
Mstep: Class 13 contains 16343 members 
Mstep: Class 15 contains 114728 members 
Mstep: Class 16 contains 29913 members 
Mstep: Class 17 contains 52045 members 
Mstep: Class 18 contains 109360 members 
Mstep: Class 19 contains 125699 members 
Mstep: Class 21 contains 2525 members 
Mstep: Class 22 contains 13698 members 
Mstep: Class 24 contains 45542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142831040.000000 Penalty: 68783.484375
Iteration 22Q: 21 clusters Score -1.42831e+08 nChanged 38368
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 70449 members 
Mstep: Class 2 contains 9744 members 
Mstep: Class 3 contains 90041 members 
Mstep: Class 4 contains 29075 members 
Mstep: Class 5 contains 71532 members 
Mstep: Class 7 contains 11177 members 
Mstep: Class 8 contains 220436 members 
Mstep: Class 9 contains 12836 members 
Mstep: Class 10 contains 6846 members 
Mstep: Class 11 contains 13747 members 
Mstep: Class 12 contains 8867 members 
Mstep: Class 13 contains 16141 members 
Mstep: Class 15 contains 113356 members 
Mstep: Class 16 contains 30227 members 
Mstep: Class 17 contains 51956 members 
Mstep: Class 18 contains 110436 members 
Mstep: Class 19 contains 125268 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 22 contains 13733 members 
Mstep: Class 24 contains 45114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142834560.000000 Penalty: 68783.484375
Iteration 23Q: 21 clusters Score -1.428346e+08 nChanged 36595
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 70670 members 
Mstep: Class 2 contains 9381 members 
Mstep: Class 3 contains 79952 members 
Mstep: Class 4 contains 28772 members 
Mstep: Class 5 contains 72203 members 
Mstep: Class 7 contains 11118 members 
Mstep: Class 8 contains 227153 members 
Mstep: Class 9 contains 12977 members 
Mstep: Class 10 contains 6837 members 
Mstep: Class 11 contains 13241 members 
Mstep: Class 12 contains 8628 members 
Mstep: Class 13 contains 16070 members 
Mstep: Class 15 contains 112012 members 
Mstep: Class 16 contains 30486 members 
Mstep: Class 17 contains 51597 members 
Mstep: Class 18 contains 114159 members 
Mstep: Class 19 contains 127218 members 
Mstep: Class 21 contains 2518 members 
Mstep: Class 22 contains 13703 members 
Mstep: Class 24 contains 44807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142834592.000000 Penalty: 68783.484375
Iteration 24Q: 21 clusters Score -1.428346e+08 nChanged 33920
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 70647 members 
Mstep: Class 2 contains 9066 members 
Mstep: Class 3 contains 71453 members 
Mstep: Class 4 contains 28478 members 
Mstep: Class 5 contains 72791 members 
Mstep: Class 7 contains 11139 members 
Mstep: Class 8 contains 229071 members 
Mstep: Class 9 contains 13254 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 12835 members 
Mstep: Class 12 contains 8315 members 
Mstep: Class 13 contains 16169 members 
Mstep: Class 15 contains 111142 members 
Mstep: Class 16 contains 30620 members 
Mstep: Class 17 contains 50969 members 
Mstep: Class 18 contains 119209 members 
Mstep: Class 19 contains 130502 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 22 contains 13661 members 
Mstep: Class 24 contains 44765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142836400.000000 Penalty: 68783.484375
Iteration 25Q: 21 clusters Score -1.428364e+08 nChanged 30319
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 70601 members 
Mstep: Class 2 contains 8788 members 
Mstep: Class 3 contains 64205 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 73362 members 
Mstep: Class 7 contains 11243 members 
Mstep: Class 8 contains 228337 members 
Mstep: Class 9 contains 13661 members 
Mstep: Class 10 contains 6986 members 
Mstep: Class 11 contains 12545 members 
Mstep: Class 12 contains 8019 members 
Mstep: Class 13 contains 16343 members 
Mstep: Class 15 contains 110781 members 
Mstep: Class 16 contains 30670 members 
Mstep: Class 17 contains 50293 members 
Mstep: Class 18 contains 124694 members 
Mstep: Class 19 contains 133668 members 
Mstep: Class 21 contains 2525 members 
Mstep: Class 22 contains 13770 members 
Mstep: Class 24 contains 44791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142841040.000000 Penalty: 68783.484375
Iteration 26Q: 21 clusters Score -1.42841e+08 nChanged 27152
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 70677 members 
Mstep: Class 2 contains 8538 members 
Mstep: Class 3 contains 58198 members 
Mstep: Class 4 contains 28013 members 
Mstep: Class 5 contains 73775 members 
Mstep: Class 7 contains 11409 members 
Mstep: Class 8 contains 226391 members 
Mstep: Class 9 contains 14117 members 
Mstep: Class 10 contains 7055 members 
Mstep: Class 11 contains 12335 members 
Mstep: Class 12 contains 7731 members 
Mstep: Class 13 contains 16494 members 
Mstep: Class 15 contains 110654 members 
Mstep: Class 16 contains 30651 members 
Mstep: Class 17 contains 49556 members 
Mstep: Class 18 contains 130102 members 
Mstep: Class 19 contains 136473 members 
Mstep: Class 21 contains 2529 members 
Mstep: Class 22 contains 13926 members 
Mstep: Class 24 contains 44878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142845680.000000 Penalty: 68783.484375
Iteration 27Q: 21 clusters Score -1.428457e+08 nChanged 24524
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 70748 members 
Mstep: Class 2 contains 8321 members 
Mstep: Class 3 contains 53273 members 
Mstep: Class 4 contains 27817 members 
Mstep: Class 5 contains 74061 members 
Mstep: Class 7 contains 11635 members 
Mstep: Class 8 contains 224051 members 
Mstep: Class 9 contains 14580 members 
Mstep: Class 10 contains 7137 members 
Mstep: Class 11 contains 12159 members 
Mstep: Class 12 contains 7497 members 
Mstep: Class 13 contains 16667 members 
Mstep: Class 15 contains 110708 members 
Mstep: Class 16 contains 30535 members 
Mstep: Class 17 contains 48761 members 
Mstep: Class 18 contains 135376 members 
Mstep: Class 19 contains 138484 members 
Mstep: Class 21 contains 2531 members 
Mstep: Class 22 contains 14214 members 
Mstep: Class 24 contains 44947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142850192.000000 Penalty: 68783.484375
Iteration 28Q: 21 clusters Score -1.428502e+08 nChanged 22068
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 70879 members 
Mstep: Class 2 contains 8156 members 
Mstep: Class 3 contains 49187 members 
Mstep: Class 4 contains 27630 members 
Mstep: Class 5 contains 74232 members 
Mstep: Class 7 contains 11900 members 
Mstep: Class 8 contains 221617 members 
Mstep: Class 9 contains 15049 members 
Mstep: Class 10 contains 7178 members 
Mstep: Class 11 contains 12090 members 
Mstep: Class 12 contains 7277 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 15 contains 110863 members 
Mstep: Class 16 contains 30369 members 
Mstep: Class 17 contains 47978 members 
Mstep: Class 18 contains 140283 members 
Mstep: Class 19 contains 139804 members 
Mstep: Class 21 contains 2531 members 
Mstep: Class 22 contains 14622 members 
Mstep: Class 24 contains 45011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142853888.000000 Penalty: 68783.484375
Iteration 29Q: 21 clusters Score -1.428539e+08 nChanged 19895
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 70983 members 
Mstep: Class 2 contains 7982 members 
Mstep: Class 3 contains 45748 members 
Mstep: Class 4 contains 27468 members 
Mstep: Class 5 contains 74335 members 
Mstep: Class 7 contains 12176 members 
Mstep: Class 8 contains 219148 members 
Mstep: Class 9 contains 15522 members 
Mstep: Class 10 contains 7227 members 
Mstep: Class 11 contains 12057 members 
Mstep: Class 12 contains 7114 members 
Mstep: Class 13 contains 16992 members 
Mstep: Class 15 contains 111040 members 
Mstep: Class 16 contains 30191 members 
Mstep: Class 17 contains 47281 members 
Mstep: Class 18 contains 144776 members 
Mstep: Class 19 contains 140661 members 
Mstep: Class 21 contains 2526 members 
Mstep: Class 22 contains 15172 members 
Mstep: Class 24 contains 45103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142858400.000000 Penalty: 68783.484375
Iteration 30Q: 21 clusters Score -1.428584e+08 nChanged 17606
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 71119 members 
Mstep: Class 2 contains 7797 members 
Mstep: Class 3 contains 43003 members 
Mstep: Class 4 contains 27292 members 
Mstep: Class 5 contains 74370 members 
Mstep: Class 7 contains 12461 members 
Mstep: Class 8 contains 217276 members 
Mstep: Class 9 contains 15923 members 
Mstep: Class 10 contains 7285 members 
Mstep: Class 11 contains 12066 members 
Mstep: Class 12 contains 6975 members 
Mstep: Class 13 contains 17142 members 
Mstep: Class 15 contains 111242 members 
Mstep: Class 16 contains 29973 members 
Mstep: Class 17 contains 46656 members 
Mstep: Class 18 contains 148499 members 
Mstep: Class 19 contains 141049 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 22 contains 15687 members 
Mstep: Class 24 contains 45166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142861728.000000 Penalty: 68783.484375
Iteration 31Q: 21 clusters Score -1.428617e+08 nChanged 16045
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 71283 members 
Mstep: Class 2 contains 7646 members 
Mstep: Class 3 contains 40788 members 
Mstep: Class 4 contains 27122 members 
Mstep: Class 5 contains 74338 members 
Mstep: Class 7 contains 12716 members 
Mstep: Class 8 contains 215535 members 
Mstep: Class 9 contains 16329 members 
Mstep: Class 10 contains 7344 members 
Mstep: Class 11 contains 12083 members 
Mstep: Class 12 contains 6870 members 
Mstep: Class 13 contains 17268 members 
Mstep: Class 15 contains 111369 members 
Mstep: Class 16 contains 29789 members 
Mstep: Class 17 contains 46169 members 
Mstep: Class 18 contains 151621 members 
Mstep: Class 19 contains 141208 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 16228 members 
Mstep: Class 24 contains 45276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142864640.000000 Penalty: 68783.484375
Iteration 32Q: 21 clusters Score -1.428646e+08 nChanged 14621
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 71454 members 
Mstep: Class 2 contains 7498 members 
Mstep: Class 3 contains 38957 members 
Mstep: Class 4 contains 27010 members 
Mstep: Class 5 contains 74234 members 
Mstep: Class 7 contains 12986 members 
Mstep: Class 8 contains 214004 members 
Mstep: Class 9 contains 16718 members 
Mstep: Class 10 contains 7392 members 
Mstep: Class 11 contains 12104 members 
Mstep: Class 12 contains 6802 members 
Mstep: Class 13 contains 17368 members 
Mstep: Class 15 contains 111563 members 
Mstep: Class 16 contains 29572 members 
Mstep: Class 17 contains 45733 members 
Mstep: Class 18 contains 154148 members 
Mstep: Class 19 contains 141176 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 22 contains 16877 members 
Mstep: Class 24 contains 45385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142867840.000000 Penalty: 68783.484375
Iteration 33Q: 21 clusters Score -1.428678e+08 nChanged 13371
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 71538 members 
Mstep: Class 2 contains 7351 members 
Mstep: Class 3 contains 37450 members 
Mstep: Class 4 contains 26916 members 
Mstep: Class 5 contains 74090 members 
Mstep: Class 7 contains 13194 members 
Mstep: Class 8 contains 212732 members 
Mstep: Class 9 contains 17096 members 
Mstep: Class 10 contains 7431 members 
Mstep: Class 11 contains 12124 members 
Mstep: Class 12 contains 6759 members 
Mstep: Class 13 contains 17431 members 
Mstep: Class 15 contains 111716 members 
Mstep: Class 16 contains 29426 members 
Mstep: Class 17 contains 45326 members 
Mstep: Class 18 contains 156207 members 
Mstep: Class 19 contains 141143 members 
Mstep: Class 21 contains 2522 members 
Mstep: Class 22 contains 17576 members 
Mstep: Class 24 contains 45474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142869616.000000 Penalty: 68783.484375
Iteration 34Q: 21 clusters Score -1.428696e+08 nChanged 12570
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 71644 members 
Mstep: Class 2 contains 7200 members 
Mstep: Class 3 contains 36232 members 
Mstep: Class 4 contains 26830 members 
Mstep: Class 5 contains 73890 members 
Mstep: Class 7 contains 13381 members 
Mstep: Class 8 contains 211424 members 
Mstep: Class 9 contains 17460 members 
Mstep: Class 10 contains 7466 members 
Mstep: Class 11 contains 12153 members 
Mstep: Class 12 contains 6723 members 
Mstep: Class 13 contains 17526 members 
Mstep: Class 15 contains 111906 members 
Mstep: Class 16 contains 29292 members 
Mstep: Class 17 contains 45024 members 
Mstep: Class 18 contains 157806 members 
Mstep: Class 19 contains 141178 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 18258 members 
Mstep: Class 24 contains 45589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142871200.000000 Penalty: 68783.484375
Iteration 35Q: 21 clusters Score -1.428712e+08 nChanged 11805
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 71725 members 
Mstep: Class 2 contains 7071 members 
Mstep: Class 3 contains 35207 members 
Mstep: Class 4 contains 26759 members 
Mstep: Class 5 contains 73640 members 
Mstep: Class 7 contains 13558 members 
Mstep: Class 8 contains 210287 members 
Mstep: Class 9 contains 17784 members 
Mstep: Class 10 contains 7497 members 
Mstep: Class 11 contains 12188 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 17567 members 
Mstep: Class 15 contains 112056 members 
Mstep: Class 16 contains 29163 members 
Mstep: Class 17 contains 44765 members 
Mstep: Class 18 contains 159034 members 
Mstep: Class 19 contains 141297 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 22 contains 18962 members 
Mstep: Class 24 contains 45711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142873008.000000 Penalty: 68783.484375
Iteration 36Q: 21 clusters Score -1.42873e+08 nChanged 10959
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 71840 members 
Mstep: Class 2 contains 6959 members 
Mstep: Class 3 contains 34327 members 
Mstep: Class 4 contains 26704 members 
Mstep: Class 5 contains 73331 members 
Mstep: Class 7 contains 13699 members 
Mstep: Class 8 contains 209152 members 
Mstep: Class 9 contains 18083 members 
Mstep: Class 10 contains 7535 members 
Mstep: Class 11 contains 12198 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 17614 members 
Mstep: Class 15 contains 112209 members 
Mstep: Class 16 contains 29065 members 
Mstep: Class 17 contains 44542 members 
Mstep: Class 18 contains 159945 members 
Mstep: Class 19 contains 141523 members 
Mstep: Class 21 contains 2522 members 
Mstep: Class 22 contains 19713 members 
Mstep: Class 24 contains 45840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142874080.000000 Penalty: 68783.484375
Iteration 37Q: 21 clusters Score -1.428741e+08 nChanged 10232
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 71896 members 
Mstep: Class 2 contains 6871 members 
Mstep: Class 3 contains 33562 members 
Mstep: Class 4 contains 26638 members 
Mstep: Class 5 contains 72975 members 
Mstep: Class 7 contains 13815 members 
Mstep: Class 8 contains 208044 members 
Mstep: Class 9 contains 18374 members 
Mstep: Class 10 contains 7579 members 
Mstep: Class 11 contains 12226 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 17659 members 
Mstep: Class 15 contains 112487 members 
Mstep: Class 16 contains 28973 members 
Mstep: Class 17 contains 44341 members 
Mstep: Class 18 contains 160554 members 
Mstep: Class 19 contains 141843 members 
Mstep: Class 21 contains 2525 members 
Mstep: Class 22 contains 20465 members 
Mstep: Class 24 contains 45965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142874912.000000 Penalty: 68783.484375
Iteration 38Q: 21 clusters Score -1.428749e+08 nChanged 9398
Entering ConstructFrom: 
Score: -142874912.000000 Penalty: 68783.484375
Entering ConstructFrom: 
Trying to split cluster 1 (71914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71914 members 
Entering Unmasked Estep 
Score: -10051770.000000 Penalty: 2773.440186
	Iteration 0F: 2 clusters Score -1.005177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -10003390.000000 Penalty: 5546.880371
	Iteration 0F: 3 clusters Score -1.000339e+07 nChanged 33670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -10023060.000000 Penalty: 5546.880371
	Iteration 1F: 3 clusters Score -1.002306e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -10024527.000000 Penalty: 5546.880371
	Iteration 2Q: 3 clusters Score -1.002453e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -10026993.000000 Penalty: 5546.880371
	Iteration 3F: 3 clusters Score -1.002699e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -10030572.000000 Penalty: 5546.880371
	Iteration 4F: 3 clusters Score -1.003057e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -10035068.000000 Penalty: 5546.880371
	Iteration 5F: 3 clusters Score -1.003507e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51050 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -10039516.000000 Penalty: 5546.880371
	Iteration 6F: 3 clusters Score -1.003952e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -10043234.000000 Penalty: 5546.880371
	Iteration 7F: 3 clusters Score -1.004323e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -10045465.000000 Penalty: 5546.880371
	Iteration 8Q: 3 clusters Score -1.004546e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -10046554.000000 Penalty: 5546.880371
	Iteration 9Q: 3 clusters Score -1.004655e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58476 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -10047238.000000 Penalty: 5546.880371
	Iteration 10Q: 3 clusters Score -1.004724e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59545 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -10047765.000000 Penalty: 5546.880371
	Iteration 11Q: 3 clusters Score -1.004776e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -10048205.000000 Penalty: 5546.880371
	Iteration 12Q: 3 clusters Score -1.00482e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61359 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -10048563.000000 Penalty: 5546.880371
	Iteration 13Q: 3 clusters Score -1.004856e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62166 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -10048898.000000 Penalty: 5546.880371
	Iteration 14Q: 3 clusters Score -1.00489e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -10049211.000000 Penalty: 5546.880371
	Iteration 15Q: 3 clusters Score -1.004921e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63578 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -10049412.000000 Penalty: 5546.880371
	Iteration 16Q: 3 clusters Score -1.004941e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64159 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -10049652.000000 Penalty: 5546.880371
	Iteration 17Q: 3 clusters Score -1.004965e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64677 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -10049863.000000 Penalty: 5546.880371
	Iteration 18Q: 3 clusters Score -1.004986e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65140 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -10050012.000000 Penalty: 5546.880371
	Iteration 19Q: 3 clusters Score -1.005001e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -10050156.000000 Penalty: 5546.880371
	Iteration 20F: 3 clusters Score -1.005016e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -10050299.000000 Penalty: 5546.880371
	Iteration 21Q: 3 clusters Score -1.00503e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66243 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -10050416.000000 Penalty: 5546.880371
	Iteration 22Q: 3 clusters Score -1.005042e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66551 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -10050510.000000 Penalty: 5546.880371
	Iteration 23Q: 3 clusters Score -1.005051e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66821 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -10050575.000000 Penalty: 5546.880371
	Iteration 24Q: 3 clusters Score -1.005058e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67064 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -10050636.000000 Penalty: 5546.880371
	Iteration 25Q: 3 clusters Score -1.005064e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67275 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -10050717.000000 Penalty: 5546.880371
	Iteration 26Q: 3 clusters Score -1.005072e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67450 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -10050775.000000 Penalty: 5546.880371
	Iteration 27Q: 3 clusters Score -1.005078e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67606 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -10050801.000000 Penalty: 5546.880371
	Iteration 28Q: 3 clusters Score -1.00508e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67738 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -10050815.000000 Penalty: 5546.880371
	Iteration 29Q: 3 clusters Score -1.005082e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67853 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -10050830.000000 Penalty: 5546.880371
	Iteration 30Q: 3 clusters Score -1.005083e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67966 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -10050898.000000 Penalty: 5546.880371
	Iteration 31Q: 3 clusters Score -1.00509e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68055 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -10050911.000000 Penalty: 5546.880371
	Iteration 32Q: 3 clusters Score -1.005091e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68123 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -10050912.000000 Penalty: 5546.880371
	Iteration 33Q: 3 clusters Score -1.005091e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68180 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -10050924.000000 Penalty: 5546.880371
	Iteration 34Q: 3 clusters Score -1.005092e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68222 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -10050918.000000 Penalty: 5546.880371
	Iteration 35Q: 3 clusters Score -1.005092e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68254 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -10050932.000000 Penalty: 5546.880371
	Iteration 36Q: 3 clusters Score -1.005093e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68273 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -10050938.000000 Penalty: 5546.880371
	Iteration 37Q: 3 clusters Score -1.005094e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68289 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -10050943.000000 Penalty: 5546.880371
	Iteration 38Q: 3 clusters Score -1.005094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68303 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -10050936.000000 Penalty: 5546.880371
	Iteration 39Q: 3 clusters Score -1.005094e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -10050926.000000 Penalty: 5546.880371
	Iteration 40F: 3 clusters Score -1.005093e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68332 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -10050924.000000 Penalty: 5546.880371
	Iteration 41Q: 3 clusters Score -1.005092e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68351 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -10050935.000000 Penalty: 5546.880371
	Iteration 42Q: 3 clusters Score -1.005094e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -10050932.000000 Penalty: 5546.880371
	Iteration 43Q: 3 clusters Score -1.005093e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68382 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -10050930.000000 Penalty: 5546.880371
	Iteration 44Q: 3 clusters Score -1.005093e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68402 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -10050915.000000 Penalty: 5546.880371
	Iteration 45Q: 3 clusters Score -1.005092e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68416 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -10050920.000000 Penalty: 5546.880371
	Iteration 46Q: 3 clusters Score -1.005092e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68431 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -10050929.000000 Penalty: 5546.880371
	Iteration 47Q: 3 clusters Score -1.005093e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68451 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -10050948.000000 Penalty: 5546.880371
	Iteration 48Q: 3 clusters Score -1.005095e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68469 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -10050949.000000 Penalty: 5546.880371
	Iteration 49Q: 3 clusters Score -1.005095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68484 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -10050963.000000 Penalty: 5546.880371
	Iteration 50Q: 3 clusters Score -1.005096e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68501 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -10050966.000000 Penalty: 5546.880371
	Iteration 51Q: 3 clusters Score -1.005097e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68521 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -10050981.000000 Penalty: 5546.880371
	Iteration 52Q: 3 clusters Score -1.005098e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68536 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -10050981.000000 Penalty: 5546.880371
	Iteration 53Q: 3 clusters Score -1.005098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68543 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -10050967.000000 Penalty: 5546.880371
	Iteration 54Q: 3 clusters Score -1.005097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68550 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -10050963.000000 Penalty: 5546.880371
	Iteration 55Q: 3 clusters Score -1.005096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68556 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -10050967.000000 Penalty: 5546.880371
	Iteration 56Q: 3 clusters Score -1.005097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68559 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -10050974.000000 Penalty: 5546.880371
	Iteration 57Q: 3 clusters Score -1.005097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68567 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -10050972.000000 Penalty: 5546.880371
	Iteration 58Q: 3 clusters Score -1.005097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68574 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -10050982.000000 Penalty: 5546.880371
	Iteration 59Q: 3 clusters Score -1.005098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68584 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -10050977.000000 Penalty: 5546.880371
	Iteration 60F: 3 clusters Score -1.005098e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68596 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -10050996.000000 Penalty: 5546.880371
	Iteration 61Q: 3 clusters Score -1.0051e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68609 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -10050987.000000 Penalty: 5546.880371
	Iteration 62Q: 3 clusters Score -1.005099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68618 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -10050998.000000 Penalty: 5546.880371
	Iteration 63Q: 3 clusters Score -1.0051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68624 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -10050983.000000 Penalty: 5546.880371
	Iteration 64Q: 3 clusters Score -1.005098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68625 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -10050981.000000 Penalty: 5546.880371
	Iteration 65Q: 3 clusters Score -1.005098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68625 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -10050981.000000 Penalty: 5546.880371
	Iteration 66F: 3 clusters Score -1.005098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Entering Unmasked Estep 
Score: -916253.875000 Penalty: 2188.884521
	Iteration 0F: 2 clusters Score -916253.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -910622.875000 Penalty: 4377.769043
	Iteration 0F: 3 clusters Score -910622.9 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -912087.125000 Penalty: 4377.769043
	Iteration 1F: 3 clusters Score -912087.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -912420.562500 Penalty: 4377.769043
	Iteration 2F: 3 clusters Score -912420.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -912725.000000 Penalty: 4377.769043
	Iteration 3F: 3 clusters Score -912725 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -912952.375000 Penalty: 4377.769043
	Iteration 4F: 3 clusters Score -912952.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -913153.375000 Penalty: 4377.769043
	Iteration 5Q: 3 clusters Score -913153.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -913372.562500 Penalty: 4377.769043
	Iteration 6Q: 3 clusters Score -913372.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -913569.125000 Penalty: 4377.769043
	Iteration 7Q: 3 clusters Score -913569.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -913758.062500 Penalty: 4377.769043
	Iteration 8Q: 3 clusters Score -913758.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -913932.375000 Penalty: 4377.769043
	Iteration 9Q: 3 clusters Score -913932.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -914082.375000 Penalty: 4377.769043
	Iteration 10Q: 3 clusters Score -914082.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -914196.437500 Penalty: 4377.769043
	Iteration 11Q: 3 clusters Score -914196.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -914300.437500 Penalty: 4377.769043
	Iteration 12Q: 3 clusters Score -914300.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -914367.562500 Penalty: 4377.769043
	Iteration 13Q: 3 clusters Score -914367.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -914419.437500 Penalty: 4377.769043
	Iteration 14Q: 3 clusters Score -914419.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -914464.625000 Penalty: 4377.769043
	Iteration 15Q: 3 clusters Score -914464.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -914505.312500 Penalty: 4377.769043
	Iteration 16Q: 3 clusters Score -914505.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -914543.187500 Penalty: 4377.769043
	Iteration 17Q: 3 clusters Score -914543.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -914570.625000 Penalty: 4377.769043
	Iteration 18Q: 3 clusters Score -914570.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -914595.937500 Penalty: 4377.769043
	Iteration 19Q: 3 clusters Score -914595.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -914615.750000 Penalty: 4377.769043
	Iteration 20F: 3 clusters Score -914615.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -914625.062500 Penalty: 4377.769043
	Iteration 21Q: 3 clusters Score -914625.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -914636.125000 Penalty: 4377.769043
	Iteration 22Q: 3 clusters Score -914636.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -914646.937500 Penalty: 4377.769043
	Iteration 23Q: 3 clusters Score -914646.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -914654.375000 Penalty: 4377.769043
	Iteration 24Q: 3 clusters Score -914654.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -914661.000000 Penalty: 4377.769043
	Iteration 25Q: 3 clusters Score -914661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -914664.062500 Penalty: 4377.769043
	Iteration 26Q: 3 clusters Score -914664.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -914671.000000 Penalty: 4377.769043
	Iteration 27Q: 3 clusters Score -914671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -914676.562500 Penalty: 4377.769043
	Iteration 28Q: 3 clusters Score -914676.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -914678.500000 Penalty: 4377.769043
	Iteration 29Q: 3 clusters Score -914678.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -914679.687500 Penalty: 4377.769043
	Iteration 30Q: 3 clusters Score -914679.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -914679.812500 Penalty: 4377.769043
	Iteration 31Q: 3 clusters Score -914679.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -914679.625000 Penalty: 4377.769043
	Iteration 32Q: 3 clusters Score -914679.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -914681.187500 Penalty: 4377.769043
	Iteration 33Q: 3 clusters Score -914681.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -914682.562500 Penalty: 4377.769043
	Iteration 34Q: 3 clusters Score -914682.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -914681.250000 Penalty: 4377.769043
	Iteration 35Q: 3 clusters Score -914681.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -914683.062500 Penalty: 4377.769043
	Iteration 36Q: 3 clusters Score -914683.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -914682.937500 Penalty: 4377.769043
	Iteration 37Q: 3 clusters Score -914682.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -914682.937500 Penalty: 4377.769043
	Iteration 38F: 3 clusters Score -914682.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Entering Unmasked Estep 
Score: -4310197.500000 Penalty: 2579.534668
	Iteration 0F: 2 clusters Score -4310198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -4287609.500000 Penalty: 5159.069336
	Iteration 0F: 3 clusters Score -4287610 nChanged 15053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -4296316.000000 Penalty: 5159.069336
	Iteration 1F: 3 clusters Score -4296316 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -4297326.500000 Penalty: 5159.069336
	Iteration 2F: 3 clusters Score -4297326 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -4298315.000000 Penalty: 5159.069336
	Iteration 3F: 3 clusters Score -4298315 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -4299418.000000 Penalty: 5159.069336
	Iteration 4F: 3 clusters Score -4299418 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -4300725.500000 Penalty: 5159.069336
	Iteration 5F: 3 clusters Score -4300726 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -4302308.000000 Penalty: 5159.069336
	Iteration 6F: 3 clusters Score -4302308 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -4304007.000000 Penalty: 5159.069336
	Iteration 7F: 3 clusters Score -4304007 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -4305825.500000 Penalty: 5159.069336
	Iteration 8F: 3 clusters Score -4305826 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -4307461.000000 Penalty: 5159.069336
	Iteration 9F: 3 clusters Score -4307461 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -4308752.000000 Penalty: 5159.069336
	Iteration 10Q: 3 clusters Score -4308752 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -4309742.500000 Penalty: 5159.069336
	Iteration 11Q: 3 clusters Score -4309742 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -4310472.500000 Penalty: 5159.069336
	Iteration 12Q: 3 clusters Score -4310472 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -4310913.000000 Penalty: 5159.069336
	Iteration 13Q: 3 clusters Score -4310913 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4311224.500000 Penalty: 5159.069336
	Iteration 14Q: 3 clusters Score -4311224 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -4311515.500000 Penalty: 5159.069336
	Iteration 15Q: 3 clusters Score -4311516 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4311734.500000 Penalty: 5159.069336
	Iteration 16Q: 3 clusters Score -4311734 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4311838.000000 Penalty: 5159.069336
	Iteration 17Q: 3 clusters Score -4311838 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -4311886.500000 Penalty: 5159.069336
	Iteration 18Q: 3 clusters Score -4311886 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -4311917.000000 Penalty: 5159.069336
	Iteration 19Q: 3 clusters Score -4311917 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -4311919.500000 Penalty: 5159.069336
	Iteration 20F: 3 clusters Score -4311920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4311922.000000 Penalty: 5159.069336
	Iteration 21Q: 3 clusters Score -4311922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4311921.000000 Penalty: 5159.069336
	Iteration 22Q: 3 clusters Score -4311921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4311926.500000 Penalty: 5159.069336
	Iteration 23Q: 3 clusters Score -4311926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4311927.500000 Penalty: 5159.069336
	Iteration 24Q: 3 clusters Score -4311928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4311924.500000 Penalty: 5159.069336
	Iteration 25Q: 3 clusters Score -4311924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4311927.000000 Penalty: 5159.069336
	Iteration 26Q: 3 clusters Score -4311927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -4311930.500000 Penalty: 5159.069336
	Iteration 27Q: 3 clusters Score -4311930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -4311930.500000 Penalty: 5159.069336
	Iteration 28F: 3 clusters Score -4311930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 71914 members 
Mstep: Class 2 contains 6810 members 
Mstep: Class 3 contains 30823 members 
Mstep: Class 4 contains 26592 members 
Mstep: Class 5 contains 72596 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 13921 members 
Mstep: Class 8 contains 207123 members 
Mstep: Class 9 contains 18662 members 
Mstep: Class 10 contains 7630 members 
Mstep: Class 11 contains 12248 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 17671 members 
Mstep: Class 15 contains 112735 members 
Mstep: Class 16 contains 28888 members 
Mstep: Class 17 contains 44191 members 
Mstep: Class 18 contains 160896 members 
Mstep: Class 19 contains 142165 members 
Mstep: Class 21 contains 2526 members 
Mstep: Class 22 contains 21223 members 
Mstep: Class 24 contains 46094 members 
Entering Unmasked Estep 
Score: -142876560.000000 Penalty: 72222.656250
Splitting cluster 3 changes total score from -142874912.000000 to -142876560.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 4 (26592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Entering Unmasked Estep 
Score: -3580702.500000 Penalty: 2526.714844
	Iteration 0F: 2 clusters Score -3580702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -3562557.750000 Penalty: 5053.429688
	Iteration 0F: 3 clusters Score -3562558 nChanged 11777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -3569695.250000 Penalty: 5053.429688
	Iteration 1F: 3 clusters Score -3569695 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -3571698.750000 Penalty: 5053.429688
	Iteration 2F: 3 clusters Score -3571699 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -3574798.250000 Penalty: 5053.429688
	Iteration 3F: 3 clusters Score -3574798 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -3578717.250000 Penalty: 5053.429688
	Iteration 4F: 3 clusters Score -3578717 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -3581562.500000 Penalty: 5053.429688
	Iteration 5F: 3 clusters Score -3581562 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -3582941.750000 Penalty: 5053.429688
	Iteration 6F: 3 clusters Score -3582942 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -3583497.250000 Penalty: 5053.429688
	Iteration 7Q: 3 clusters Score -3583497 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -3583732.250000 Penalty: 5053.429688
	Iteration 8Q: 3 clusters Score -3583732 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -3583843.750000 Penalty: 5053.429688
	Iteration 9Q: 3 clusters Score -3583844 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -3583884.750000 Penalty: 5053.429688
	Iteration 10Q: 3 clusters Score -3583885 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -3583919.750000 Penalty: 5053.429688
	Iteration 11Q: 3 clusters Score -3583920 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -3583927.500000 Penalty: 5053.429688
	Iteration 12Q: 3 clusters Score -3583928 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -3583933.750000 Penalty: 5053.429688
	Iteration 13Q: 3 clusters Score -3583934 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -3583949.500000 Penalty: 5053.429688
	Iteration 14Q: 3 clusters Score -3583950 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -3583957.000000 Penalty: 5053.429688
	Iteration 15Q: 3 clusters Score -3583957 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -3583946.750000 Penalty: 5053.429688
	Iteration 16Q: 3 clusters Score -3583947 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -3583950.250000 Penalty: 5053.429688
	Iteration 17Q: 3 clusters Score -3583950 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -3583952.500000 Penalty: 5053.429688
	Iteration 18Q: 3 clusters Score -3583952 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -3583977.500000 Penalty: 5053.429688
	Iteration 19Q: 3 clusters Score -3583978 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -3583988.250000 Penalty: 5053.429688
	Iteration 20F: 3 clusters Score -3583988 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -3583983.750000 Penalty: 5053.429688
	Iteration 21Q: 3 clusters Score -3583984 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -3584000.250000 Penalty: 5053.429688
	Iteration 22Q: 3 clusters Score -3584000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -3584004.500000 Penalty: 5053.429688
	Iteration 23Q: 3 clusters Score -3584004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -3584005.750000 Penalty: 5053.429688
	Iteration 24Q: 3 clusters Score -3584006 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -3584020.000000 Penalty: 5053.429688
	Iteration 25Q: 3 clusters Score -3584020 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -3584023.000000 Penalty: 5053.429688
	Iteration 26Q: 3 clusters Score -3584023 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -3584034.250000 Penalty: 5053.429688
	Iteration 27Q: 3 clusters Score -3584034 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -3584039.500000 Penalty: 5053.429688
	Iteration 28Q: 3 clusters Score -3584040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -3584040.250000 Penalty: 5053.429688
	Iteration 29Q: 3 clusters Score -3584040 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -3584050.000000 Penalty: 5053.429688
	Iteration 30Q: 3 clusters Score -3584050 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -3584051.750000 Penalty: 5053.429688
	Iteration 31Q: 3 clusters Score -3584052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -3584045.500000 Penalty: 5053.429688
	Iteration 32Q: 3 clusters Score -3584046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -3584054.250000 Penalty: 5053.429688
	Iteration 33Q: 3 clusters Score -3584054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -3584059.000000 Penalty: 5053.429688
	Iteration 34Q: 3 clusters Score -3584059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -3584060.250000 Penalty: 5053.429688
	Iteration 35Q: 3 clusters Score -3584060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -3584056.500000 Penalty: 5053.429688
	Iteration 36Q: 3 clusters Score -3584056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -3584063.500000 Penalty: 5053.429688
	Iteration 37Q: 3 clusters Score -3584064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -3584061.000000 Penalty: 5053.429688
	Iteration 38Q: 3 clusters Score -3584061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -3584062.000000 Penalty: 5053.429688
	Iteration 39Q: 3 clusters Score -3584062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -3584059.250000 Penalty: 5053.429688
	Iteration 40F: 3 clusters Score -3584059 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -3584063.750000 Penalty: 5053.429688
	Iteration 41Q: 3 clusters Score -3584064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -3584066.500000 Penalty: 5053.429688
	Iteration 42Q: 3 clusters Score -3584066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -3584060.500000 Penalty: 5053.429688
	Iteration 43Q: 3 clusters Score -3584060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -3584065.750000 Penalty: 5053.429688
	Iteration 44Q: 3 clusters Score -3584066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -3584083.500000 Penalty: 5053.429688
	Iteration 45Q: 3 clusters Score -3584084 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -3584095.750000 Penalty: 5053.429688
	Iteration 46Q: 3 clusters Score -3584096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -3584093.500000 Penalty: 5053.429688
	Iteration 47Q: 3 clusters Score -3584094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -3584104.500000 Penalty: 5053.429688
	Iteration 48Q: 3 clusters Score -3584104 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -3584103.500000 Penalty: 5053.429688
	Iteration 49Q: 3 clusters Score -3584104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -3584102.750000 Penalty: 5053.429688
	Iteration 50Q: 3 clusters Score -3584103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -3584106.500000 Penalty: 5053.429688
	Iteration 51Q: 3 clusters Score -3584106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -3584113.750000 Penalty: 5053.429688
	Iteration 52Q: 3 clusters Score -3584114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -3584109.250000 Penalty: 5053.429688
	Iteration 53Q: 3 clusters Score -3584109 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -3584111.000000 Penalty: 5053.429688
	Iteration 54Q: 3 clusters Score -3584111 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -3584105.500000 Penalty: 5053.429688
	Iteration 55Q: 3 clusters Score -3584106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -3584113.000000 Penalty: 5053.429688
	Iteration 56Q: 3 clusters Score -3584113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -3584107.500000 Penalty: 5053.429688
	Iteration 57Q: 3 clusters Score -3584108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -3584105.000000 Penalty: 5053.429688
	Iteration 58Q: 3 clusters Score -3584105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -3584110.500000 Penalty: 5053.429688
	Iteration 59Q: 3 clusters Score -3584110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -3584111.750000 Penalty: 5053.429688
	Iteration 60F: 3 clusters Score -3584112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -3584112.000000 Penalty: 5053.429688
	Iteration 61Q: 3 clusters Score -3584112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3584118.250000 Penalty: 5053.429688
	Iteration 62Q: 3 clusters Score -3584118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -3584123.500000 Penalty: 5053.429688
	Iteration 63Q: 3 clusters Score -3584124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -3584122.500000 Penalty: 5053.429688
	Iteration 64Q: 3 clusters Score -3584122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -3584117.250000 Penalty: 5053.429688
	Iteration 65Q: 3 clusters Score -3584117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -3584127.250000 Penalty: 5053.429688
	Iteration 66Q: 3 clusters Score -3584127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -3584128.000000 Penalty: 5053.429688
	Iteration 67Q: 3 clusters Score -3584128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -3584130.250000 Penalty: 5053.429688
	Iteration 68Q: 3 clusters Score -3584130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -3584131.500000 Penalty: 5053.429688
	Iteration 69Q: 3 clusters Score -3584132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -3584137.250000 Penalty: 5053.429688
	Iteration 70Q: 3 clusters Score -3584137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -3584146.250000 Penalty: 5053.429688
	Iteration 71Q: 3 clusters Score -3584146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -3584144.750000 Penalty: 5053.429688
	Iteration 72Q: 3 clusters Score -3584145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -3584149.750000 Penalty: 5053.429688
	Iteration 73Q: 3 clusters Score -3584150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -3584156.000000 Penalty: 5053.429688
	Iteration 74Q: 3 clusters Score -3584156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -3584151.750000 Penalty: 5053.429688
	Iteration 75Q: 3 clusters Score -3584152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -3584155.750000 Penalty: 5053.429688
	Iteration 76Q: 3 clusters Score -3584156 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -3584155.500000 Penalty: 5053.429688
	Iteration 77Q: 3 clusters Score -3584156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -3584158.500000 Penalty: 5053.429688
	Iteration 78Q: 3 clusters Score -3584158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -3584163.750000 Penalty: 5053.429688
	Iteration 79Q: 3 clusters Score -3584164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -3584162.750000 Penalty: 5053.429688
	Iteration 80F: 3 clusters Score -3584163 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -3584168.500000 Penalty: 5053.429688
	Iteration 81Q: 3 clusters Score -3584168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -3584170.750000 Penalty: 5053.429688
	Iteration 82Q: 3 clusters Score -3584171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3584168.500000 Penalty: 5053.429688
	Iteration 83Q: 3 clusters Score -3584168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -3584168.250000 Penalty: 5053.429688
	Iteration 84Q: 3 clusters Score -3584168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -3584166.250000 Penalty: 5053.429688
	Iteration 85Q: 3 clusters Score -3584166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -3584167.000000 Penalty: 5053.429688
	Iteration 86Q: 3 clusters Score -3584167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -3584173.750000 Penalty: 5053.429688
	Iteration 87Q: 3 clusters Score -3584174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -3584175.500000 Penalty: 5053.429688
	Iteration 88Q: 3 clusters Score -3584176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -3584176.250000 Penalty: 5053.429688
	Iteration 89Q: 3 clusters Score -3584176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -3584187.250000 Penalty: 5053.429688
	Iteration 90Q: 3 clusters Score -3584187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -3584188.500000 Penalty: 5053.429688
	Iteration 91Q: 3 clusters Score -3584188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -3584186.250000 Penalty: 5053.429688
	Iteration 92Q: 3 clusters Score -3584186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3584178.000000 Penalty: 5053.429688
	Iteration 93Q: 3 clusters Score -3584178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -3584172.500000 Penalty: 5053.429688
	Iteration 94Q: 3 clusters Score -3584172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -3584177.000000 Penalty: 5053.429688
	Iteration 95Q: 3 clusters Score -3584177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -3584180.500000 Penalty: 5053.429688
	Iteration 96Q: 3 clusters Score -3584180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -3584177.000000 Penalty: 5053.429688
	Iteration 97Q: 3 clusters Score -3584177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -3584180.750000 Penalty: 5053.429688
	Iteration 98Q: 3 clusters Score -3584181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -3584179.000000 Penalty: 5053.429688
	Iteration 99Q: 3 clusters Score -3584179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -3584186.750000 Penalty: 5053.429688
	Iteration 100F: 3 clusters Score -3584187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -3584189.250000 Penalty: 5053.429688
	Iteration 101Q: 3 clusters Score -3584189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -3584186.750000 Penalty: 5053.429688
	Iteration 102Q: 3 clusters Score -3584187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -3584195.500000 Penalty: 5053.429688
	Iteration 103Q: 3 clusters Score -3584196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -3584193.750000 Penalty: 5053.429688
	Iteration 104Q: 3 clusters Score -3584194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -3584195.500000 Penalty: 5053.429688
	Iteration 105Q: 3 clusters Score -3584196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -3584211.000000 Penalty: 5053.429688
	Iteration 106Q: 3 clusters Score -3584211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -3584217.750000 Penalty: 5053.429688
	Iteration 107Q: 3 clusters Score -3584218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -3584221.500000 Penalty: 5053.429688
	Iteration 108Q: 3 clusters Score -3584222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -3584223.500000 Penalty: 5053.429688
	Iteration 109Q: 3 clusters Score -3584224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -3584221.750000 Penalty: 5053.429688
	Iteration 110Q: 3 clusters Score -3584222 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -3584230.000000 Penalty: 5053.429688
	Iteration 111Q: 3 clusters Score -3584230 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -3584240.000000 Penalty: 5053.429688
	Iteration 112Q: 3 clusters Score -3584240 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -3584247.500000 Penalty: 5053.429688
	Iteration 113Q: 3 clusters Score -3584248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -3584250.500000 Penalty: 5053.429688
	Iteration 114Q: 3 clusters Score -3584250 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -3584261.000000 Penalty: 5053.429688
	Iteration 115Q: 3 clusters Score -3584261 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -3584281.750000 Penalty: 5053.429688
	Iteration 116Q: 3 clusters Score -3584282 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -3584294.000000 Penalty: 5053.429688
	Iteration 117Q: 3 clusters Score -3584294 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -3584307.500000 Penalty: 5053.429688
	Iteration 118Q: 3 clusters Score -3584308 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -3584326.000000 Penalty: 5053.429688
	Iteration 119Q: 3 clusters Score -3584326 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -3584346.750000 Penalty: 5053.429688
	Iteration 120F: 3 clusters Score -3584347 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -3584370.000000 Penalty: 5053.429688
	Iteration 121Q: 3 clusters Score -3584370 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -3584366.000000 Penalty: 5053.429688
	Iteration 122Q: 3 clusters Score -3584366 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -3584374.500000 Penalty: 5053.429688
	Iteration 123Q: 3 clusters Score -3584374 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -3584392.250000 Penalty: 5053.429688
	Iteration 124Q: 3 clusters Score -3584392 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -3584386.000000 Penalty: 5053.429688
	Iteration 125Q: 3 clusters Score -3584386 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3584394.500000 Penalty: 5053.429688
	Iteration 126Q: 3 clusters Score -3584394 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -3584404.750000 Penalty: 5053.429688
	Iteration 127Q: 3 clusters Score -3584405 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -3584409.500000 Penalty: 5053.429688
	Iteration 128Q: 3 clusters Score -3584410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -3584416.250000 Penalty: 5053.429688
	Iteration 129Q: 3 clusters Score -3584416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -3584414.500000 Penalty: 5053.429688
	Iteration 130Q: 3 clusters Score -3584414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -3584425.000000 Penalty: 5053.429688
	Iteration 131Q: 3 clusters Score -3584425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -3584430.000000 Penalty: 5053.429688
	Iteration 132Q: 3 clusters Score -3584430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -3584436.000000 Penalty: 5053.429688
	Iteration 133Q: 3 clusters Score -3584436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -3584436.000000 Penalty: 5053.429688
	Iteration 134Q: 3 clusters Score -3584436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -3584429.750000 Penalty: 5053.429688
	Iteration 135Q: 3 clusters Score -3584430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -3584428.000000 Penalty: 5053.429688
	Iteration 136Q: 3 clusters Score -3584428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -3584429.250000 Penalty: 5053.429688
	Iteration 137Q: 3 clusters Score -3584429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -3584424.750000 Penalty: 5053.429688
	Iteration 138Q: 3 clusters Score -3584425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -3584422.750000 Penalty: 5053.429688
	Iteration 139Q: 3 clusters Score -3584423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -3584422.750000 Penalty: 5053.429688
	Iteration 140F: 3 clusters Score -3584423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 71914 members 
Mstep: Class 2 contains 6810 members 
Mstep: Class 3 contains 30823 members 
Mstep: Class 4 contains 13142 members 
Mstep: Class 5 contains 72596 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 13921 members 
Mstep: Class 8 contains 207123 members 
Mstep: Class 9 contains 18662 members 
Mstep: Class 10 contains 7630 members 
Mstep: Class 11 contains 12248 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 17671 members 
Mstep: Class 14 contains 13450 members 
Mstep: Class 15 contains 112735 members 
Mstep: Class 16 contains 28888 members 
Mstep: Class 17 contains 44191 members 
Mstep: Class 18 contains 160896 members 
Mstep: Class 19 contains 142165 members 
Mstep: Class 21 contains 2526 members 
Mstep: Class 22 contains 21223 members 
Mstep: Class 24 contains 46094 members 
Entering Unmasked Estep 
Score: -142879264.000000 Penalty: 75661.828125
Splitting cluster 4 changes total score from -142874912.000000 to -142879264.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 5 (72596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72596 members 
Entering Unmasked Estep 
Score: -9965186.000000 Penalty: 2775.781006
	Iteration 0F: 2 clusters Score -9965186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -9916912.000000 Penalty: 5551.562012
	Iteration 0F: 3 clusters Score -9916912 nChanged 33998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -9936157.000000 Penalty: 5551.562012
	Iteration 1F: 3 clusters Score -9936157 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -9937346.000000 Penalty: 5551.562012
	Iteration 2Q: 3 clusters Score -9937346 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -9939001.000000 Penalty: 5551.562012
	Iteration 3Q: 3 clusters Score -9939001 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -9941595.000000 Penalty: 5551.562012
	Iteration 4F: 3 clusters Score -9941595 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -9945359.000000 Penalty: 5551.562012
	Iteration 5F: 3 clusters Score -9945359 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57411 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -9950099.000000 Penalty: 5551.562012
	Iteration 6F: 3 clusters Score -9950099 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62526 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -9954913.000000 Penalty: 5551.562012
	Iteration 7F: 3 clusters Score -9954913 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66340 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -9958544.000000 Penalty: 5551.562012
	Iteration 8F: 3 clusters Score -9958544 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68641 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -9960673.000000 Penalty: 5551.562012
	Iteration 9Q: 3 clusters Score -9960673 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69877 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -9961830.000000 Penalty: 5551.562012
	Iteration 10Q: 3 clusters Score -9961830 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70505 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -9962421.000000 Penalty: 5551.562012
	Iteration 11Q: 3 clusters Score -9962421 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -9962795.000000 Penalty: 5551.562012
	Iteration 12Q: 3 clusters Score -9962795 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71043 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -9962988.000000 Penalty: 5551.562012
	Iteration 13Q: 3 clusters Score -9962988 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71139 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -9963147.000000 Penalty: 5551.562012
	Iteration 14Q: 3 clusters Score -9963147 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71186 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -9963214.000000 Penalty: 5551.562012
	Iteration 15Q: 3 clusters Score -9963214 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71230 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -9963252.000000 Penalty: 5551.562012
	Iteration 16Q: 3 clusters Score -9963252 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71258 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -9963289.000000 Penalty: 5551.562012
	Iteration 17Q: 3 clusters Score -9963289 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71284 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -9963327.000000 Penalty: 5551.562012
	Iteration 18Q: 3 clusters Score -9963327 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71311 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -9963343.000000 Penalty: 5551.562012
	Iteration 19Q: 3 clusters Score -9963343 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71329 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -9963388.000000 Penalty: 5551.562012
	Iteration 20F: 3 clusters Score -9963388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71350 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -9963394.000000 Penalty: 5551.562012
	Iteration 21Q: 3 clusters Score -9963394 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71363 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -9963417.000000 Penalty: 5551.562012
	Iteration 22Q: 3 clusters Score -9963417 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71375 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -9963428.000000 Penalty: 5551.562012
	Iteration 23Q: 3 clusters Score -9963428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71374 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -9963442.000000 Penalty: 5551.562012
	Iteration 24Q: 3 clusters Score -9963442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71377 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -9963439.000000 Penalty: 5551.562012
	Iteration 25Q: 3 clusters Score -9963439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71381 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -9963438.000000 Penalty: 5551.562012
	Iteration 26Q: 3 clusters Score -9963438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71385 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -9963437.000000 Penalty: 5551.562012
	Iteration 27Q: 3 clusters Score -9963437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71389 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -9963438.000000 Penalty: 5551.562012
	Iteration 28Q: 3 clusters Score -9963438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71393 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -9963435.000000 Penalty: 5551.562012
	Iteration 29Q: 3 clusters Score -9963435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71397 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -9963448.000000 Penalty: 5551.562012
	Iteration 30Q: 3 clusters Score -9963448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71401 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -9963449.000000 Penalty: 5551.562012
	Iteration 31Q: 3 clusters Score -9963449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71406 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -9963447.000000 Penalty: 5551.562012
	Iteration 32Q: 3 clusters Score -9963447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71407 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -9963444.000000 Penalty: 5551.562012
	Iteration 33Q: 3 clusters Score -9963444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71410 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -9963451.000000 Penalty: 5551.562012
	Iteration 34Q: 3 clusters Score -9963451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71409 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -9963451.000000 Penalty: 5551.562012
	Iteration 35Q: 3 clusters Score -9963451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71410 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -9963457.000000 Penalty: 5551.562012
	Iteration 36Q: 3 clusters Score -9963457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71413 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -9963456.000000 Penalty: 5551.562012
	Iteration 37Q: 3 clusters Score -9963456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71414 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -9963460.000000 Penalty: 5551.562012
	Iteration 38Q: 3 clusters Score -9963460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71413 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -9963456.000000 Penalty: 5551.562012
	Iteration 39Q: 3 clusters Score -9963456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71412 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -9963454.000000 Penalty: 5551.562012
	Iteration 40F: 3 clusters Score -9963454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Entering Unmasked Estep 
Score: -1897638.000000 Penalty: 2366.206055
	Iteration 0F: 2 clusters Score -1897638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1887509.375000 Penalty: 4732.412109
	Iteration 0F: 3 clusters Score -1887509 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1890745.500000 Penalty: 4732.412109
	Iteration 1F: 3 clusters Score -1890746 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1891133.250000 Penalty: 4732.412109
	Iteration 2F: 3 clusters Score -1891133 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1891436.250000 Penalty: 4732.412109
	Iteration 3F: 3 clusters Score -1891436 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1891707.625000 Penalty: 4732.412109
	Iteration 4Q: 3 clusters Score -1891708 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1892027.750000 Penalty: 4732.412109
	Iteration 5Q: 3 clusters Score -1892028 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1892383.000000 Penalty: 4732.412109
	Iteration 6Q: 3 clusters Score -1892383 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1892766.750000 Penalty: 4732.412109
	Iteration 7Q: 3 clusters Score -1892767 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1893190.125000 Penalty: 4732.412109
	Iteration 8Q: 3 clusters Score -1893190 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1893628.625000 Penalty: 4732.412109
	Iteration 9Q: 3 clusters Score -1893629 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1894090.000000 Penalty: 4732.412109
	Iteration 10Q: 3 clusters Score -1894090 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1894459.250000 Penalty: 4732.412109
	Iteration 11Q: 3 clusters Score -1894459 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1894744.000000 Penalty: 4732.412109
	Iteration 12Q: 3 clusters Score -1894744 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1894931.125000 Penalty: 4732.412109
	Iteration 13Q: 3 clusters Score -1894931 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1895047.125000 Penalty: 4732.412109
	Iteration 14Q: 3 clusters Score -1895047 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1895131.250000 Penalty: 4732.412109
	Iteration 15Q: 3 clusters Score -1895131 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1895206.375000 Penalty: 4732.412109
	Iteration 16Q: 3 clusters Score -1895206 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1895255.500000 Penalty: 4732.412109
	Iteration 17Q: 3 clusters Score -1895256 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1895292.250000 Penalty: 4732.412109
	Iteration 18Q: 3 clusters Score -1895292 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1895326.000000 Penalty: 4732.412109
	Iteration 19Q: 3 clusters Score -1895326 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1895358.000000 Penalty: 4732.412109
	Iteration 20F: 3 clusters Score -1895358 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1895384.125000 Penalty: 4732.412109
	Iteration 21Q: 3 clusters Score -1895384 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1895406.875000 Penalty: 4732.412109
	Iteration 22Q: 3 clusters Score -1895407 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1895433.250000 Penalty: 4732.412109
	Iteration 23Q: 3 clusters Score -1895433 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1895460.500000 Penalty: 4732.412109
	Iteration 24Q: 3 clusters Score -1895460 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1895476.875000 Penalty: 4732.412109
	Iteration 25Q: 3 clusters Score -1895477 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1895492.500000 Penalty: 4732.412109
	Iteration 26Q: 3 clusters Score -1895492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1895506.750000 Penalty: 4732.412109
	Iteration 27Q: 3 clusters Score -1895507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1895513.625000 Penalty: 4732.412109
	Iteration 28Q: 3 clusters Score -1895514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1895529.625000 Penalty: 4732.412109
	Iteration 29Q: 3 clusters Score -1895530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1895537.750000 Penalty: 4732.412109
	Iteration 30Q: 3 clusters Score -1895538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1895551.875000 Penalty: 4732.412109
	Iteration 31Q: 3 clusters Score -1895552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1895567.750000 Penalty: 4732.412109
	Iteration 32Q: 3 clusters Score -1895568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1895585.500000 Penalty: 4732.412109
	Iteration 33Q: 3 clusters Score -1895586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1895597.750000 Penalty: 4732.412109
	Iteration 34Q: 3 clusters Score -1895598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1895606.500000 Penalty: 4732.412109
	Iteration 35Q: 3 clusters Score -1895606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1895611.500000 Penalty: 4732.412109
	Iteration 36Q: 3 clusters Score -1895612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1895618.000000 Penalty: 4732.412109
	Iteration 37Q: 3 clusters Score -1895618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1895621.750000 Penalty: 4732.412109
	Iteration 38Q: 3 clusters Score -1895622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1895626.125000 Penalty: 4732.412109
	Iteration 39Q: 3 clusters Score -1895626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1895628.250000 Penalty: 4732.412109
	Iteration 40F: 3 clusters Score -1895628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1895630.875000 Penalty: 4732.412109
	Iteration 41Q: 3 clusters Score -1895631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1895633.625000 Penalty: 4732.412109
	Iteration 42Q: 3 clusters Score -1895634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1895632.250000 Penalty: 4732.412109
	Iteration 43Q: 3 clusters Score -1895632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1895635.000000 Penalty: 4732.412109
	Iteration 44Q: 3 clusters Score -1895635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1895637.750000 Penalty: 4732.412109
	Iteration 45Q: 3 clusters Score -1895638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1895641.500000 Penalty: 4732.412109
	Iteration 46Q: 3 clusters Score -1895642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1895645.750000 Penalty: 4732.412109
	Iteration 47Q: 3 clusters Score -1895646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1895654.875000 Penalty: 4732.412109
	Iteration 48Q: 3 clusters Score -1895655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1895658.875000 Penalty: 4732.412109
	Iteration 49Q: 3 clusters Score -1895659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1895662.875000 Penalty: 4732.412109
	Iteration 50Q: 3 clusters Score -1895663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1895670.125000 Penalty: 4732.412109
	Iteration 51Q: 3 clusters Score -1895670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1895676.500000 Penalty: 4732.412109
	Iteration 52Q: 3 clusters Score -1895676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1895681.875000 Penalty: 4732.412109
	Iteration 53Q: 3 clusters Score -1895682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1895687.375000 Penalty: 4732.412109
	Iteration 54Q: 3 clusters Score -1895687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1895694.875000 Penalty: 4732.412109
	Iteration 55Q: 3 clusters Score -1895695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1895698.500000 Penalty: 4732.412109
	Iteration 56Q: 3 clusters Score -1895698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1895699.625000 Penalty: 4732.412109
	Iteration 57Q: 3 clusters Score -1895700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1895701.250000 Penalty: 4732.412109
	Iteration 58Q: 3 clusters Score -1895701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1895708.375000 Penalty: 4732.412109
	Iteration 59Q: 3 clusters Score -1895708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1895713.000000 Penalty: 4732.412109
	Iteration 60F: 3 clusters Score -1895713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1895715.250000 Penalty: 4732.412109
	Iteration 61Q: 3 clusters Score -1895715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1895716.750000 Penalty: 4732.412109
	Iteration 62Q: 3 clusters Score -1895717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1895718.125000 Penalty: 4732.412109
	Iteration 63Q: 3 clusters Score -1895718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1895717.750000 Penalty: 4732.412109
	Iteration 64Q: 3 clusters Score -1895718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1895721.375000 Penalty: 4732.412109
	Iteration 65Q: 3 clusters Score -1895721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1895722.625000 Penalty: 4732.412109
	Iteration 66Q: 3 clusters Score -1895723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1895725.125000 Penalty: 4732.412109
	Iteration 67Q: 3 clusters Score -1895725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1895726.250000 Penalty: 4732.412109
	Iteration 68Q: 3 clusters Score -1895726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1895727.375000 Penalty: 4732.412109
	Iteration 69Q: 3 clusters Score -1895727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1895726.125000 Penalty: 4732.412109
	Iteration 70Q: 3 clusters Score -1895726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1895726.125000 Penalty: 4732.412109
	Iteration 71F: 3 clusters Score -1895726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (207123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207123 members 
Entering Unmasked Estep 
Score: -28775562.000000 Penalty: 3035.784912
	Iteration 0F: 2 clusters Score -2.877556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103590 members 
Mstep: Class 2 contains 103533 members 
Entering Unmasked Estep 
Score: -28648648.000000 Penalty: 6071.569824
	Iteration 0F: 3 clusters Score -2.864865e+07 nChanged 99435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105337 members 
Mstep: Class 2 contains 101786 members 
Entering Unmasked Estep 
Score: -28706740.000000 Penalty: 6071.569824
	Iteration 1F: 3 clusters Score -2.870674e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106684 members 
Mstep: Class 2 contains 100439 members 
Entering Unmasked Estep 
Score: -28707636.000000 Penalty: 6071.569824
	Iteration 2Q: 3 clusters Score -2.870764e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108660 members 
Mstep: Class 2 contains 98463 members 
Entering Unmasked Estep 
Score: -28708946.000000 Penalty: 6071.569824
	Iteration 3Q: 3 clusters Score -2.870895e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111692 members 
Mstep: Class 2 contains 95431 members 
Entering Unmasked Estep 
Score: -28710592.000000 Penalty: 6071.569824
	Iteration 4Q: 3 clusters Score -2.871059e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116219 members 
Mstep: Class 2 contains 90904 members 
Entering Unmasked Estep 
Score: -28713522.000000 Penalty: 6071.569824
	Iteration 5Q: 3 clusters Score -2.871352e+07 nChanged 10100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122673 members 
Mstep: Class 2 contains 84450 members 
Entering Unmasked Estep 
Score: -28718322.000000 Penalty: 6071.569824
	Iteration 6Q: 3 clusters Score -2.871832e+07 nChanged 12850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131761 members 
Mstep: Class 2 contains 75362 members 
Entering Unmasked Estep 
Score: -28725774.000000 Penalty: 6071.569824
	Iteration 7F: 3 clusters Score -2.872577e+07 nChanged 15119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143226 members 
Mstep: Class 2 contains 63897 members 
Entering Unmasked Estep 
Score: -28736010.000000 Penalty: 6071.569824
	Iteration 8F: 3 clusters Score -2.873601e+07 nChanged 15803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155921 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
Score: -28748816.000000 Penalty: 6071.569824
	Iteration 9F: 3 clusters Score -2.874882e+07 nChanged 13219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166512 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -28760236.000000 Penalty: 6071.569824
	Iteration 10F: 3 clusters Score -2.876024e+07 nChanged 9096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173066 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -28766946.000000 Penalty: 6071.569824
	Iteration 11Q: 3 clusters Score -2.876695e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177180 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -28769672.000000 Penalty: 6071.569824
	Iteration 12Q: 3 clusters Score -2.876967e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180343 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -28770956.000000 Penalty: 6071.569824
	Iteration 13Q: 3 clusters Score -2.877096e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183073 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -28771792.000000 Penalty: 6071.569824
	Iteration 14Q: 3 clusters Score -2.877179e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185472 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -28772556.000000 Penalty: 6071.569824
	Iteration 15Q: 3 clusters Score -2.877256e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187554 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -28773066.000000 Penalty: 6071.569824
	Iteration 16Q: 3 clusters Score -2.877307e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189397 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -28773348.000000 Penalty: 6071.569824
	Iteration 17Q: 3 clusters Score -2.877335e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191052 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -28773466.000000 Penalty: 6071.569824
	Iteration 18Q: 3 clusters Score -2.877347e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192569 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -28773790.000000 Penalty: 6071.569824
	Iteration 19Q: 3 clusters Score -2.877379e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193968 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -28774020.000000 Penalty: 6071.569824
	Iteration 20F: 3 clusters Score -2.877402e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195252 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -28774084.000000 Penalty: 6071.569824
	Iteration 21Q: 3 clusters Score -2.877408e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196363 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -28774126.000000 Penalty: 6071.569824
	Iteration 22Q: 3 clusters Score -2.877413e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197393 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -28774206.000000 Penalty: 6071.569824
	Iteration 23Q: 3 clusters Score -2.877421e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198328 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -28774304.000000 Penalty: 6071.569824
	Iteration 24Q: 3 clusters Score -2.87743e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199158 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -28774362.000000 Penalty: 6071.569824
	Iteration 25Q: 3 clusters Score -2.877436e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199885 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -28774264.000000 Penalty: 6071.569824
	Iteration 26Q: 3 clusters Score -2.877426e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200557 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -28774212.000000 Penalty: 6071.569824
	Iteration 27Q: 3 clusters Score -2.877421e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201151 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -28774126.000000 Penalty: 6071.569824
	Iteration 28Q: 3 clusters Score -2.877413e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201718 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -28774122.000000 Penalty: 6071.569824
	Iteration 29Q: 3 clusters Score -2.877412e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202243 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -28774030.000000 Penalty: 6071.569824
	Iteration 30Q: 3 clusters Score -2.877403e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202692 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -28773934.000000 Penalty: 6071.569824
	Iteration 31Q: 3 clusters Score -2.877393e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203069 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -28773960.000000 Penalty: 6071.569824
	Iteration 32Q: 3 clusters Score -2.877396e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203385 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -28773916.000000 Penalty: 6071.569824
	Iteration 33Q: 3 clusters Score -2.877392e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203643 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -28773946.000000 Penalty: 6071.569824
	Iteration 34Q: 3 clusters Score -2.877395e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203876 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -28773906.000000 Penalty: 6071.569824
	Iteration 35Q: 3 clusters Score -2.877391e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204089 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -28773906.000000 Penalty: 6071.569824
	Iteration 36Q: 3 clusters Score -2.877391e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204286 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -28773850.000000 Penalty: 6071.569824
	Iteration 37Q: 3 clusters Score -2.877385e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204482 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -28773894.000000 Penalty: 6071.569824
	Iteration 38Q: 3 clusters Score -2.877389e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204648 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -28773884.000000 Penalty: 6071.569824
	Iteration 39Q: 3 clusters Score -2.877388e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204787 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -28773844.000000 Penalty: 6071.569824
	Iteration 40F: 3 clusters Score -2.877384e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204912 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -28773832.000000 Penalty: 6071.569824
	Iteration 41Q: 3 clusters Score -2.877383e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205046 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -28773780.000000 Penalty: 6071.569824
	Iteration 42Q: 3 clusters Score -2.877378e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205145 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -28773748.000000 Penalty: 6071.569824
	Iteration 43Q: 3 clusters Score -2.877375e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205233 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -28773710.000000 Penalty: 6071.569824
	Iteration 44Q: 3 clusters Score -2.877371e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205319 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -28773720.000000 Penalty: 6071.569824
	Iteration 45Q: 3 clusters Score -2.877372e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205388 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -28773676.000000 Penalty: 6071.569824
	Iteration 46Q: 3 clusters Score -2.877368e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205438 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -28773716.000000 Penalty: 6071.569824
	Iteration 47Q: 3 clusters Score -2.877372e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205476 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -28773710.000000 Penalty: 6071.569824
	Iteration 48Q: 3 clusters Score -2.877371e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205501 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -28773688.000000 Penalty: 6071.569824
	Iteration 49Q: 3 clusters Score -2.877369e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205529 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -28773652.000000 Penalty: 6071.569824
	Iteration 50Q: 3 clusters Score -2.877365e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205553 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -28773660.000000 Penalty: 6071.569824
	Iteration 51Q: 3 clusters Score -2.877366e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205568 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -28773648.000000 Penalty: 6071.569824
	Iteration 52Q: 3 clusters Score -2.877365e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205593 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -28773632.000000 Penalty: 6071.569824
	Iteration 53Q: 3 clusters Score -2.877363e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205618 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -28773618.000000 Penalty: 6071.569824
	Iteration 54Q: 3 clusters Score -2.877362e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205654 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -28773636.000000 Penalty: 6071.569824
	Iteration 55Q: 3 clusters Score -2.877364e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205690 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -28773614.000000 Penalty: 6071.569824
	Iteration 56Q: 3 clusters Score -2.877361e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205727 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -28773576.000000 Penalty: 6071.569824
	Iteration 57Q: 3 clusters Score -2.877358e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205751 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -28773570.000000 Penalty: 6071.569824
	Iteration 58Q: 3 clusters Score -2.877357e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205772 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -28773580.000000 Penalty: 6071.569824
	Iteration 59Q: 3 clusters Score -2.877358e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205797 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -28773584.000000 Penalty: 6071.569824
	Iteration 60F: 3 clusters Score -2.877358e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205818 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -28773594.000000 Penalty: 6071.569824
	Iteration 61Q: 3 clusters Score -2.877359e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205839 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -28773610.000000 Penalty: 6071.569824
	Iteration 62Q: 3 clusters Score -2.877361e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205853 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -28773598.000000 Penalty: 6071.569824
	Iteration 63Q: 3 clusters Score -2.87736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205863 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -28773580.000000 Penalty: 6071.569824
	Iteration 64Q: 3 clusters Score -2.877358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205875 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -28773560.000000 Penalty: 6071.569824
	Iteration 65Q: 3 clusters Score -2.877356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205884 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -28773532.000000 Penalty: 6071.569824
	Iteration 66Q: 3 clusters Score -2.877353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205895 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -28773538.000000 Penalty: 6071.569824
	Iteration 67Q: 3 clusters Score -2.877354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205908 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -28773530.000000 Penalty: 6071.569824
	Iteration 68Q: 3 clusters Score -2.877353e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205927 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -28773528.000000 Penalty: 6071.569824
	Iteration 69Q: 3 clusters Score -2.877353e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205943 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -28773516.000000 Penalty: 6071.569824
	Iteration 70Q: 3 clusters Score -2.877352e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205958 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -28773504.000000 Penalty: 6071.569824
	Iteration 71Q: 3 clusters Score -2.87735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205968 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -28773500.000000 Penalty: 6071.569824
	Iteration 72Q: 3 clusters Score -2.87735e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205982 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -28773506.000000 Penalty: 6071.569824
	Iteration 73Q: 3 clusters Score -2.877351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205989 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -28773490.000000 Penalty: 6071.569824
	Iteration 74Q: 3 clusters Score -2.877349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205990 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -28773488.000000 Penalty: 6071.569824
	Iteration 75Q: 3 clusters Score -2.877349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205991 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -28773496.000000 Penalty: 6071.569824
	Iteration 76Q: 3 clusters Score -2.87735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205997 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -28773522.000000 Penalty: 6071.569824
	Iteration 77Q: 3 clusters Score -2.877352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206001 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -28773520.000000 Penalty: 6071.569824
	Iteration 78Q: 3 clusters Score -2.877352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206004 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -28773540.000000 Penalty: 6071.569824
	Iteration 79Q: 3 clusters Score -2.877354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206007 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -28773528.000000 Penalty: 6071.569824
	Iteration 80F: 3 clusters Score -2.877353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206012 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -28773538.000000 Penalty: 6071.569824
	Iteration 81Q: 3 clusters Score -2.877354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206014 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -28773514.000000 Penalty: 6071.569824
	Iteration 82Q: 3 clusters Score -2.877351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206017 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -28773508.000000 Penalty: 6071.569824
	Iteration 83Q: 3 clusters Score -2.877351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206021 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -28773490.000000 Penalty: 6071.569824
	Iteration 84Q: 3 clusters Score -2.877349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206029 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -28773506.000000 Penalty: 6071.569824
	Iteration 85Q: 3 clusters Score -2.877351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206038 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -28773484.000000 Penalty: 6071.569824
	Iteration 86Q: 3 clusters Score -2.877348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206047 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -28773494.000000 Penalty: 6071.569824
	Iteration 87Q: 3 clusters Score -2.877349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206058 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -28773506.000000 Penalty: 6071.569824
	Iteration 88Q: 3 clusters Score -2.877351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206070 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -28773508.000000 Penalty: 6071.569824
	Iteration 89Q: 3 clusters Score -2.877351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206080 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -28773480.000000 Penalty: 6071.569824
	Iteration 90Q: 3 clusters Score -2.877348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206088 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -28773490.000000 Penalty: 6071.569824
	Iteration 91Q: 3 clusters Score -2.877349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206094 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -28773474.000000 Penalty: 6071.569824
	Iteration 92Q: 3 clusters Score -2.877347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206095 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -28773488.000000 Penalty: 6071.569824
	Iteration 93Q: 3 clusters Score -2.877349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206096 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -28773476.000000 Penalty: 6071.569824
	Iteration 94Q: 3 clusters Score -2.877348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206096 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -28773476.000000 Penalty: 6071.569824
	Iteration 95F: 3 clusters Score -2.877348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Entering Unmasked Estep 
Score: -2595714.750000 Penalty: 2438.892578
	Iteration 0F: 2 clusters Score -2595715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2582437.750000 Penalty: 4877.785156
	Iteration 0F: 3 clusters Score -2582438 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2587019.500000 Penalty: 4877.785156
	Iteration 1F: 3 clusters Score -2587020 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2587571.250000 Penalty: 4877.785156
	Iteration 2F: 3 clusters Score -2587571 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2588260.750000 Penalty: 4877.785156
	Iteration 3F: 3 clusters Score -2588261 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2589375.000000 Penalty: 4877.785156
	Iteration 4F: 3 clusters Score -2589375 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2591123.500000 Penalty: 4877.785156
	Iteration 5F: 3 clusters Score -2591124 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2592779.500000 Penalty: 4877.785156
	Iteration 6F: 3 clusters Score -2592780 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2593835.250000 Penalty: 4877.785156
	Iteration 7F: 3 clusters Score -2593835 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2594486.250000 Penalty: 4877.785156
	Iteration 8Q: 3 clusters Score -2594486 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2594937.000000 Penalty: 4877.785156
	Iteration 9Q: 3 clusters Score -2594937 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2595321.500000 Penalty: 4877.785156
	Iteration 10Q: 3 clusters Score -2595322 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2595629.750000 Penalty: 4877.785156
	Iteration 11Q: 3 clusters Score -2595630 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2595792.750000 Penalty: 4877.785156
	Iteration 12Q: 3 clusters Score -2595793 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2595915.750000 Penalty: 4877.785156
	Iteration 13Q: 3 clusters Score -2595916 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2595970.250000 Penalty: 4877.785156
	Iteration 14Q: 3 clusters Score -2595970 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2596003.000000 Penalty: 4877.785156
	Iteration 15Q: 3 clusters Score -2596003 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2596027.500000 Penalty: 4877.785156
	Iteration 16Q: 3 clusters Score -2596028 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2596037.000000 Penalty: 4877.785156
	Iteration 17Q: 3 clusters Score -2596037 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2596042.500000 Penalty: 4877.785156
	Iteration 18Q: 3 clusters Score -2596042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2596039.750000 Penalty: 4877.785156
	Iteration 19Q: 3 clusters Score -2596040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2596046.750000 Penalty: 4877.785156
	Iteration 20F: 3 clusters Score -2596047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2596049.750000 Penalty: 4877.785156
	Iteration 21Q: 3 clusters Score -2596050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -2596048.750000 Penalty: 4877.785156
	Iteration 22Q: 3 clusters Score -2596049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2596045.500000 Penalty: 4877.785156
	Iteration 23Q: 3 clusters Score -2596046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2596045.750000 Penalty: 4877.785156
	Iteration 24Q: 3 clusters Score -2596046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2596045.750000 Penalty: 4877.785156
	Iteration 25F: 3 clusters Score -2596046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 71914 members 
Mstep: Class 2 contains 6810 members 
Mstep: Class 3 contains 30823 members 
Mstep: Class 4 contains 13142 members 
Mstep: Class 5 contains 72596 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 13921 members 
Mstep: Class 8 contains 207123 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 10 contains 7630 members 
Mstep: Class 11 contains 12248 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 17671 members 
Mstep: Class 14 contains 13450 members 
Mstep: Class 15 contains 112735 members 
Mstep: Class 16 contains 28888 members 
Mstep: Class 17 contains 44191 members 
Mstep: Class 18 contains 160896 members 
Mstep: Class 19 contains 142165 members 
Mstep: Class 20 contains 15807 members 
Mstep: Class 21 contains 2526 members 
Mstep: Class 22 contains 21223 members 
Mstep: Class 24 contains 46094 members 
Entering Unmasked Estep 
Score: -142878688.000000 Penalty: 79101.007812
Splitting cluster 9 changes total score from -142874912.000000 to -142878688.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -1024066.062500 Penalty: 2217.081055
	Iteration 0F: 2 clusters Score -1024066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1017847.187500 Penalty: 4434.162109
	Iteration 0F: 3 clusters Score -1017847 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1019596.562500 Penalty: 4434.162109
	Iteration 1F: 3 clusters Score -1019597 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1019905.437500 Penalty: 4434.162109
	Iteration 2F: 3 clusters Score -1019905 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1020135.625000 Penalty: 4434.162109
	Iteration 3F: 3 clusters Score -1020136 nChanged 360
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: -1020335.062500 Penalty: 4434.162109
	Iteration 4Q: 3 clusters Score -1020335 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1020509.562500 Penalty: 4434.162109
	Iteration 5Q: 3 clusters Score -1020510 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1020693.562500 Penalty: 4434.162109
	Iteration 6Q: 3 clusters Score -1020694 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1020924.625000 Penalty: 4434.162109
	Iteration 7Q: 3 clusters Score -1020925 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1021187.875000 Penalty: 4434.162109
	Iteration 8Q: 3 clusters Score -1021188 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1021475.875000 Penalty: 4434.162109
	Iteration 9Q: 3 clusters Score -1021476 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1021741.187500 Penalty: 4434.162109
	Iteration 10Q: 3 clusters Score -1021741 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1021951.437500 Penalty: 4434.162109
	Iteration 11Q: 3 clusters Score -1021951 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1022113.125000 Penalty: 4434.162109
	Iteration 12Q: 3 clusters Score -1022113 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1022246.250000 Penalty: 4434.162109
	Iteration 13Q: 3 clusters Score -1022246 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1022354.375000 Penalty: 4434.162109
	Iteration 14Q: 3 clusters Score -1022354 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1022438.250000 Penalty: 4434.162109
	Iteration 15Q: 3 clusters Score -1022438 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1022499.562500 Penalty: 4434.162109
	Iteration 16Q: 3 clusters Score -1022500 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1022536.187500 Penalty: 4434.162109
	Iteration 17Q: 3 clusters Score -1022536 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1022565.000000 Penalty: 4434.162109
	Iteration 18Q: 3 clusters Score -1022565 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1022589.437500 Penalty: 4434.162109
	Iteration 19Q: 3 clusters Score -1022589 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1022607.437500 Penalty: 4434.162109
	Iteration 20F: 3 clusters Score -1022607 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1022624.375000 Penalty: 4434.162109
	Iteration 21Q: 3 clusters Score -1022624 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1022640.937500 Penalty: 4434.162109
	Iteration 22Q: 3 clusters Score -1022641 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1022654.375000 Penalty: 4434.162109
	Iteration 23Q: 3 clusters Score -1022654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1022663.937500 Penalty: 4434.162109
	Iteration 24Q: 3 clusters Score -1022664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1022669.000000 Penalty: 4434.162109
	Iteration 25Q: 3 clusters Score -1022669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1022674.125000 Penalty: 4434.162109
	Iteration 26Q: 3 clusters Score -1022674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1022678.875000 Penalty: 4434.162109
	Iteration 27Q: 3 clusters Score -1022679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1022684.750000 Penalty: 4434.162109
	Iteration 28Q: 3 clusters Score -1022685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1022688.625000 Penalty: 4434.162109
	Iteration 29Q: 3 clusters Score -1022689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1022695.125000 Penalty: 4434.162109
	Iteration 30Q: 3 clusters Score -1022695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1022696.312500 Penalty: 4434.162109
	Iteration 31Q: 3 clusters Score -1022696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1022702.875000 Penalty: 4434.162109
	Iteration 32Q: 3 clusters Score -1022703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1022707.562500 Penalty: 4434.162109
	Iteration 33Q: 3 clusters Score -1022708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1022712.937500 Penalty: 4434.162109
	Iteration 34Q: 3 clusters Score -1022713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1022720.437500 Penalty: 4434.162109
	Iteration 35Q: 3 clusters Score -1022720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1022723.812500 Penalty: 4434.162109
	Iteration 36Q: 3 clusters Score -1022724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1022731.687500 Penalty: 4434.162109
	Iteration 37Q: 3 clusters Score -1022732 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1022743.500000 Penalty: 4434.162109
	Iteration 38Q: 3 clusters Score -1022744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1022752.500000 Penalty: 4434.162109
	Iteration 39Q: 3 clusters Score -1022752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1022762.062500 Penalty: 4434.162109
	Iteration 40F: 3 clusters Score -1022762 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1022775.500000 Penalty: 4434.162109
	Iteration 41Q: 3 clusters Score -1022776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1022787.062500 Penalty: 4434.162109
	Iteration 42Q: 3 clusters Score -1022787 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1022799.312500 Penalty: 4434.162109
	Iteration 43Q: 3 clusters Score -1022799 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1022814.687500 Penalty: 4434.162109
	Iteration 44Q: 3 clusters Score -1022815 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1022829.375000 Penalty: 4434.162109
	Iteration 45Q: 3 clusters Score -1022829 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1022842.687500 Penalty: 4434.162109
	Iteration 46Q: 3 clusters Score -1022843 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1022852.125000 Penalty: 4434.162109
	Iteration 47Q: 3 clusters Score -1022852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1022863.937500 Penalty: 4434.162109
	Iteration 48Q: 3 clusters Score -1022864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1022874.625000 Penalty: 4434.162109
	Iteration 49Q: 3 clusters Score -1022875 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1022888.125000 Penalty: 4434.162109
	Iteration 50Q: 3 clusters Score -1022888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1022898.500000 Penalty: 4434.162109
	Iteration 51Q: 3 clusters Score -1022898 nChanged 33
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: -1022910.500000 Penalty: 4434.162109
	Iteration 52Q: 3 clusters Score -1022910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1022925.500000 Penalty: 4434.162109
	Iteration 53Q: 3 clusters Score -1022926 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1022949.812500 Penalty: 4434.162109
	Iteration 54Q: 3 clusters Score -1022950 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1022970.187500 Penalty: 4434.162109
	Iteration 55Q: 3 clusters Score -1022970 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1022992.187500 Penalty: 4434.162109
	Iteration 56Q: 3 clusters Score -1022992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1023012.500000 Penalty: 4434.162109
	Iteration 57Q: 3 clusters Score -1023012 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1023030.312500 Penalty: 4434.162109
	Iteration 58Q: 3 clusters Score -1023030 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1023058.125000 Penalty: 4434.162109
	Iteration 59Q: 3 clusters Score -1023058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1023079.250000 Penalty: 4434.162109
	Iteration 60F: 3 clusters Score -1023079 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1023113.125000 Penalty: 4434.162109
	Iteration 61Q: 3 clusters Score -1023113 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1023145.562500 Penalty: 4434.162109
	Iteration 62Q: 3 clusters Score -1023146 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1023177.437500 Penalty: 4434.162109
	Iteration 63Q: 3 clusters Score -1023177 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1023208.750000 Penalty: 4434.162109
	Iteration 64Q: 3 clusters Score -1023209 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1023247.812500 Penalty: 4434.162109
	Iteration 65Q: 3 clusters Score -1023248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1023269.562500 Penalty: 4434.162109
	Iteration 66Q: 3 clusters Score -1023270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1023283.750000 Penalty: 4434.162109
	Iteration 67Q: 3 clusters Score -1023284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1023293.062500 Penalty: 4434.162109
	Iteration 68Q: 3 clusters Score -1023293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1023298.500000 Penalty: 4434.162109
	Iteration 69Q: 3 clusters Score -1023298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1023304.500000 Penalty: 4434.162109
	Iteration 70Q: 3 clusters Score -1023304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1023315.250000 Penalty: 4434.162109
	Iteration 71Q: 3 clusters Score -1023315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1023318.625000 Penalty: 4434.162109
	Iteration 72Q: 3 clusters Score -1023319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1023322.562500 Penalty: 4434.162109
	Iteration 73Q: 3 clusters Score -1023323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1023323.500000 Penalty: 4434.162109
	Iteration 74Q: 3 clusters Score -1023324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1023327.250000 Penalty: 4434.162109
	Iteration 75Q: 3 clusters Score -1023327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1023327.625000 Penalty: 4434.162109
	Iteration 76Q: 3 clusters Score -1023328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1023328.125000 Penalty: 4434.162109
	Iteration 77Q: 3 clusters Score -1023328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1023327.312500 Penalty: 4434.162109
	Iteration 78Q: 3 clusters Score -1023327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1023328.062500 Penalty: 4434.162109
	Iteration 79Q: 3 clusters Score -1023328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1023328.062500 Penalty: 4434.162109
	Iteration 80F: 3 clusters Score -1023328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Entering Unmasked Estep 
Score: -1628072.250000 Penalty: 2334.453369
	Iteration 0F: 2 clusters Score -1628072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1619024.625000 Penalty: 4668.906738
	Iteration 0F: 3 clusters Score -1619025 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1622147.000000 Penalty: 4668.906738
	Iteration 1F: 3 clusters Score -1622147 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1622953.000000 Penalty: 4668.906738
	Iteration 2F: 3 clusters Score -1622953 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1623802.125000 Penalty: 4668.906738
	Iteration 3F: 3 clusters Score -1623802 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1624629.500000 Penalty: 4668.906738
	Iteration 4F: 3 clusters Score -1624630 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1625372.125000 Penalty: 4668.906738
	Iteration 5F: 3 clusters Score -1625372 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1626025.750000 Penalty: 4668.906738
	Iteration 6F: 3 clusters Score -1626026 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1626628.250000 Penalty: 4668.906738
	Iteration 7F: 3 clusters Score -1626628 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1627136.125000 Penalty: 4668.906738
	Iteration 8Q: 3 clusters Score -1627136 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1627508.750000 Penalty: 4668.906738
	Iteration 9Q: 3 clusters Score -1627509 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1627749.125000 Penalty: 4668.906738
	Iteration 10Q: 3 clusters Score -1627749 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1627910.000000 Penalty: 4668.906738
	Iteration 11Q: 3 clusters Score -1627910 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1628020.500000 Penalty: 4668.906738
	Iteration 12Q: 3 clusters Score -1628020 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1628132.250000 Penalty: 4668.906738
	Iteration 13Q: 3 clusters Score -1628132 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1628301.125000 Penalty: 4668.906738
	Iteration 14Q: 3 clusters Score -1628301 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1628578.875000 Penalty: 4668.906738
	Iteration 15Q: 3 clusters Score -1628579 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1629063.125000 Penalty: 4668.906738
	Iteration 16Q: 3 clusters Score -1629063 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1629690.375000 Penalty: 4668.906738
	Iteration 17Q: 3 clusters Score -1629690 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1630227.000000 Penalty: 4668.906738
	Iteration 18Q: 3 clusters Score -1630227 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1630405.000000 Penalty: 4668.906738
	Iteration 19Q: 3 clusters Score -1630405 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1630454.250000 Penalty: 4668.906738
	Iteration 20F: 3 clusters Score -1630454 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1630476.875000 Penalty: 4668.906738
	Iteration 21Q: 3 clusters Score -1630477 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1630491.000000 Penalty: 4668.906738
	Iteration 22Q: 3 clusters Score -1630491 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1630498.625000 Penalty: 4668.906738
	Iteration 23Q: 3 clusters Score -1630499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1630494.500000 Penalty: 4668.906738
	Iteration 24Q: 3 clusters Score -1630494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1630497.625000 Penalty: 4668.906738
	Iteration 25Q: 3 clusters Score -1630498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1630499.125000 Penalty: 4668.906738
	Iteration 26Q: 3 clusters Score -1630499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1630501.875000 Penalty: 4668.906738
	Iteration 27Q: 3 clusters Score -1630502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1630503.125000 Penalty: 4668.906738
	Iteration 28Q: 3 clusters Score -1630503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1630502.875000 Penalty: 4668.906738
	Iteration 29Q: 3 clusters Score -1630503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1630502.500000 Penalty: 4668.906738
	Iteration 30Q: 3 clusters Score -1630502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1630502.000000 Penalty: 4668.906738
	Iteration 31Q: 3 clusters Score -1630502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1630503.875000 Penalty: 4668.906738
	Iteration 32Q: 3 clusters Score -1630504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1630503.375000 Penalty: 4668.906738
	Iteration 33Q: 3 clusters Score -1630503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1630506.625000 Penalty: 4668.906738
	Iteration 34Q: 3 clusters Score -1630507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1630506.625000 Penalty: 4668.906738
	Iteration 35F: 3 clusters Score -1630507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 71914 members 
Mstep: Class 2 contains 6810 members 
Mstep: Class 3 contains 30823 members 
Mstep: Class 4 contains 13142 members 
Mstep: Class 5 contains 72596 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 13921 members 
Mstep: Class 8 contains 207123 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 10 contains 7630 members 
Mstep: Class 11 contains 4344 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 17671 members 
Mstep: Class 14 contains 13450 members 
Mstep: Class 15 contains 112735 members 
Mstep: Class 16 contains 28888 members 
Mstep: Class 17 contains 44191 members 
Mstep: Class 18 contains 160896 members 
Mstep: Class 19 contains 142165 members 
Mstep: Class 20 contains 15807 members 
Mstep: Class 21 contains 2526 members 
Mstep: Class 22 contains 21223 members 
Mstep: Class 23 contains 7904 members 
Mstep: Class 24 contains 46094 members 
Entering Unmasked Estep 
Score: -142879856.000000 Penalty: 82540.179688
Splitting cluster 11 changes total score from -142874912.000000 to -142879856.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (6713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Entering Unmasked Estep 
Score: -836591.062500 Penalty: 2185.326660
	Iteration 0F: 2 clusters Score -836591.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -831093.562500 Penalty: 4370.653320
	Iteration 0F: 3 clusters Score -831093.6 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -833137.062500 Penalty: 4370.653320
	Iteration 1F: 3 clusters Score -833137.1 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -833808.812500 Penalty: 4370.653320
	Iteration 2F: 3 clusters Score -833808.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -834380.875000 Penalty: 4370.653320
	Iteration 3F: 3 clusters Score -834380.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -834843.000000 Penalty: 4370.653320
	Iteration 4F: 3 clusters Score -834843 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -835174.437500 Penalty: 4370.653320
	Iteration 5F: 3 clusters Score -835174.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -835405.812500 Penalty: 4370.653320
	Iteration 6Q: 3 clusters Score -835405.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -835565.812500 Penalty: 4370.653320
	Iteration 7Q: 3 clusters Score -835565.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -835684.000000 Penalty: 4370.653320
	Iteration 8Q: 3 clusters Score -835684 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -835765.625000 Penalty: 4370.653320
	Iteration 9Q: 3 clusters Score -835765.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -835807.750000 Penalty: 4370.653320
	Iteration 10Q: 3 clusters Score -835807.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -835832.875000 Penalty: 4370.653320
	Iteration 11Q: 3 clusters Score -835832.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -835855.375000 Penalty: 4370.653320
	Iteration 12Q: 3 clusters Score -835855.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -835874.125000 Penalty: 4370.653320
	Iteration 13Q: 3 clusters Score -835874.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -835902.437500 Penalty: 4370.653320
	Iteration 14Q: 3 clusters Score -835902.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -835932.812500 Penalty: 4370.653320
	Iteration 15Q: 3 clusters Score -835932.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -835952.937500 Penalty: 4370.653320
	Iteration 16Q: 3 clusters Score -835952.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -835969.062500 Penalty: 4370.653320
	Iteration 17Q: 3 clusters Score -835969.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -835980.812500 Penalty: 4370.653320
	Iteration 18Q: 3 clusters Score -835980.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -835990.687500 Penalty: 4370.653320
	Iteration 19Q: 3 clusters Score -835990.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -836007.062500 Penalty: 4370.653320
	Iteration 20F: 3 clusters Score -836007.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -836020.625000 Penalty: 4370.653320
	Iteration 21Q: 3 clusters Score -836020.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -836035.062500 Penalty: 4370.653320
	Iteration 22Q: 3 clusters Score -836035.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -836049.875000 Penalty: 4370.653320
	Iteration 23Q: 3 clusters Score -836049.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -836053.750000 Penalty: 4370.653320
	Iteration 24Q: 3 clusters Score -836053.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -836058.312500 Penalty: 4370.653320
	Iteration 25Q: 3 clusters Score -836058.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -836059.937500 Penalty: 4370.653320
	Iteration 26Q: 3 clusters Score -836059.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -836061.375000 Penalty: 4370.653320
	Iteration 27Q: 3 clusters Score -836061.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -836061.937500 Penalty: 4370.653320
	Iteration 28Q: 3 clusters Score -836061.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -836062.937500 Penalty: 4370.653320
	Iteration 29Q: 3 clusters Score -836062.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -836063.687500 Penalty: 4370.653320
	Iteration 30Q: 3 clusters Score -836063.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -836063.687500 Penalty: 4370.653320
	Iteration 31F: 3 clusters Score -836063.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Entering Unmasked Estep 
Score: -2458735.500000 Penalty: 2425.360596
	Iteration 0F: 2 clusters Score -2458736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2446130.750000 Penalty: 4850.721191
	Iteration 0F: 3 clusters Score -2446131 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2450173.750000 Penalty: 4850.721191
	Iteration 1F: 3 clusters Score -2450174 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2450527.250000 Penalty: 4850.721191
	Iteration 2F: 3 clusters Score -2450527 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2450791.500000 Penalty: 4850.721191
	Iteration 3Q: 3 clusters Score -2450792 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2450985.250000 Penalty: 4850.721191
	Iteration 4Q: 3 clusters Score -2450985 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2451150.750000 Penalty: 4850.721191
	Iteration 5Q: 3 clusters Score -2451151 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2451285.500000 Penalty: 4850.721191
	Iteration 6Q: 3 clusters Score -2451286 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2451413.500000 Penalty: 4850.721191
	Iteration 7Q: 3 clusters Score -2451414 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2451558.500000 Penalty: 4850.721191
	Iteration 8Q: 3 clusters Score -2451558 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2451731.000000 Penalty: 4850.721191
	Iteration 9Q: 3 clusters Score -2451731 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2451937.750000 Penalty: 4850.721191
	Iteration 10Q: 3 clusters Score -2451938 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2452243.250000 Penalty: 4850.721191
	Iteration 11Q: 3 clusters Score -2452243 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2452688.750000 Penalty: 4850.721191
	Iteration 12Q: 3 clusters Score -2452689 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2453277.000000 Penalty: 4850.721191
	Iteration 13Q: 3 clusters Score -2453277 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2454051.750000 Penalty: 4850.721191
	Iteration 14F: 3 clusters Score -2454052 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2454961.750000 Penalty: 4850.721191
	Iteration 15F: 3 clusters Score -2454962 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2455642.500000 Penalty: 4850.721191
	Iteration 16Q: 3 clusters Score -2455642 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2455958.750000 Penalty: 4850.721191
	Iteration 17Q: 3 clusters Score -2455959 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2456125.000000 Penalty: 4850.721191
	Iteration 18Q: 3 clusters Score -2456125 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2456220.500000 Penalty: 4850.721191
	Iteration 19Q: 3 clusters Score -2456220 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2456274.750000 Penalty: 4850.721191
	Iteration 20F: 3 clusters Score -2456275 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2456325.000000 Penalty: 4850.721191
	Iteration 21Q: 3 clusters Score -2456325 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2456348.000000 Penalty: 4850.721191
	Iteration 22Q: 3 clusters Score -2456348 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2456362.000000 Penalty: 4850.721191
	Iteration 23Q: 3 clusters Score -2456362 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2456383.000000 Penalty: 4850.721191
	Iteration 24Q: 3 clusters Score -2456383 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2456399.000000 Penalty: 4850.721191
	Iteration 25Q: 3 clusters Score -2456399 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2456409.750000 Penalty: 4850.721191
	Iteration 26Q: 3 clusters Score -2456410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2456412.250000 Penalty: 4850.721191
	Iteration 27Q: 3 clusters Score -2456412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2456416.750000 Penalty: 4850.721191
	Iteration 28Q: 3 clusters Score -2456417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2456420.750000 Penalty: 4850.721191
	Iteration 29Q: 3 clusters Score -2456421 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2456430.500000 Penalty: 4850.721191
	Iteration 30Q: 3 clusters Score -2456430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2456429.500000 Penalty: 4850.721191
	Iteration 31Q: 3 clusters Score -2456430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2456435.000000 Penalty: 4850.721191
	Iteration 32Q: 3 clusters Score -2456435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2456435.000000 Penalty: 4850.721191
	Iteration 33Q: 3 clusters Score -2456435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2456440.250000 Penalty: 4850.721191
	Iteration 34Q: 3 clusters Score -2456440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2456440.500000 Penalty: 4850.721191
	Iteration 35Q: 3 clusters Score -2456440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2456442.250000 Penalty: 4850.721191
	Iteration 36Q: 3 clusters Score -2456442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2456444.250000 Penalty: 4850.721191
	Iteration 37Q: 3 clusters Score -2456444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2456444.500000 Penalty: 4850.721191
	Iteration 38Q: 3 clusters Score -2456444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2456444.000000 Penalty: 4850.721191
	Iteration 39Q: 3 clusters Score -2456444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2456446.500000 Penalty: 4850.721191
	Iteration 40F: 3 clusters Score -2456446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2456442.500000 Penalty: 4850.721191
	Iteration 41Q: 3 clusters Score -2456442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2456449.000000 Penalty: 4850.721191
	Iteration 42Q: 3 clusters Score -2456449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2456451.500000 Penalty: 4850.721191
	Iteration 43Q: 3 clusters Score -2456452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -2456452.000000 Penalty: 4850.721191
	Iteration 44Q: 3 clusters Score -2456452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2456451.000000 Penalty: 4850.721191
	Iteration 45Q: 3 clusters Score -2456451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2456449.000000 Penalty: 4850.721191
	Iteration 46Q: 3 clusters Score -2456449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2456449.500000 Penalty: 4850.721191
	Iteration 47Q: 3 clusters Score -2456450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2456451.750000 Penalty: 4850.721191
	Iteration 48Q: 3 clusters Score -2456452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2456453.750000 Penalty: 4850.721191
	Iteration 49Q: 3 clusters Score -2456454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2456454.000000 Penalty: 4850.721191
	Iteration 50Q: 3 clusters Score -2456454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2456454.250000 Penalty: 4850.721191
	Iteration 51Q: 3 clusters Score -2456454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2456453.250000 Penalty: 4850.721191
	Iteration 52Q: 3 clusters Score -2456453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2456459.000000 Penalty: 4850.721191
	Iteration 53Q: 3 clusters Score -2456459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2456457.750000 Penalty: 4850.721191
	Iteration 54Q: 3 clusters Score -2456458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2456460.000000 Penalty: 4850.721191
	Iteration 55Q: 3 clusters Score -2456460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2456458.250000 Penalty: 4850.721191
	Iteration 56Q: 3 clusters Score -2456458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2456456.750000 Penalty: 4850.721191
	Iteration 57Q: 3 clusters Score -2456457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2456459.750000 Penalty: 4850.721191
	Iteration 58Q: 3 clusters Score -2456460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2456461.250000 Penalty: 4850.721191
	Iteration 59Q: 3 clusters Score -2456461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2456460.500000 Penalty: 4850.721191
	Iteration 60F: 3 clusters Score -2456460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2456458.750000 Penalty: 4850.721191
	Iteration 61Q: 3 clusters Score -2456459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2456458.750000 Penalty: 4850.721191
	Iteration 62F: 3 clusters Score -2456459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (112735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112735 members 
Entering Unmasked Estep 
Score: -15646634.000000 Penalty: 2884.933350
	Iteration 0F: 2 clusters Score -1.564663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 56521 members 
Entering Unmasked Estep 
Score: -15571502.000000 Penalty: 5769.866699
	Iteration 0F: 3 clusters Score -1.55715e+07 nChanged 53473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54399 members 
Mstep: Class 2 contains 58336 members 
Entering Unmasked Estep 
Score: -15602943.000000 Penalty: 5769.866699
	Iteration 1F: 3 clusters Score -1.560294e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53325 members 
Mstep: Class 2 contains 59410 members 
Entering Unmasked Estep 
Score: -15604422.000000 Penalty: 5769.866699
	Iteration 2Q: 3 clusters Score -1.560442e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51652 members 
Mstep: Class 2 contains 61083 members 
Entering Unmasked Estep 
Score: -15606599.000000 Penalty: 5769.866699
	Iteration 3Q: 3 clusters Score -1.56066e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 63714 members 
Entering Unmasked Estep 
Score: -15609488.000000 Penalty: 5769.866699
	Iteration 4F: 3 clusters Score -1.560949e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 67444 members 
Entering Unmasked Estep 
Score: -15614165.000000 Penalty: 5769.866699
	Iteration 5F: 3 clusters Score -1.561416e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 72488 members 
Entering Unmasked Estep 
Score: -15620110.000000 Penalty: 5769.866699
	Iteration 6F: 3 clusters Score -1.562011e+07 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 78605 members 
Entering Unmasked Estep 
Score: -15627036.000000 Penalty: 5769.866699
	Iteration 7F: 3 clusters Score -1.562704e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 84936 members 
Entering Unmasked Estep 
Score: -15633789.000000 Penalty: 5769.866699
	Iteration 8F: 3 clusters Score -1.563379e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 90464 members 
Entering Unmasked Estep 
Score: -15639355.000000 Penalty: 5769.866699
	Iteration 9F: 3 clusters Score -1.563936e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 94966 members 
Entering Unmasked Estep 
Score: -15643793.000000 Penalty: 5769.866699
	Iteration 10Q: 3 clusters Score -1.564379e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 98217 members 
Entering Unmasked Estep 
Score: -15646993.000000 Penalty: 5769.866699
	Iteration 11Q: 3 clusters Score -1.564699e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 100526 members 
Entering Unmasked Estep 
Score: -15648965.000000 Penalty: 5769.866699
	Iteration 12Q: 3 clusters Score -1.564896e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 102138 members 
Entering Unmasked Estep 
Score: -15650023.000000 Penalty: 5769.866699
	Iteration 13Q: 3 clusters Score -1.565002e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 103300 members 
Entering Unmasked Estep 
Score: -15650477.000000 Penalty: 5769.866699
	Iteration 14Q: 3 clusters Score -1.565048e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 104173 members 
Entering Unmasked Estep 
Score: -15650765.000000 Penalty: 5769.866699
	Iteration 15Q: 3 clusters Score -1.565076e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 104841 members 
Entering Unmasked Estep 
Score: -15651020.000000 Penalty: 5769.866699
	Iteration 16Q: 3 clusters Score -1.565102e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 105362 members 
Entering Unmasked Estep 
Score: -15651220.000000 Penalty: 5769.866699
	Iteration 17Q: 3 clusters Score -1.565122e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 105751 members 
Entering Unmasked Estep 
Score: -15651349.000000 Penalty: 5769.866699
	Iteration 18Q: 3 clusters Score -1.565135e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 106066 members 
Entering Unmasked Estep 
Score: -15651404.000000 Penalty: 5769.866699
	Iteration 19Q: 3 clusters Score -1.56514e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 106320 members 
Entering Unmasked Estep 
Score: -15651456.000000 Penalty: 5769.866699
	Iteration 20F: 3 clusters Score -1.565146e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 106539 members 
Entering Unmasked Estep 
Score: -15651498.000000 Penalty: 5769.866699
	Iteration 21Q: 3 clusters Score -1.56515e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 106712 members 
Entering Unmasked Estep 
Score: -15651539.000000 Penalty: 5769.866699
	Iteration 22Q: 3 clusters Score -1.565154e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 106851 members 
Entering Unmasked Estep 
Score: -15651582.000000 Penalty: 5769.866699
	Iteration 23Q: 3 clusters Score -1.565158e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 106960 members 
Entering Unmasked Estep 
Score: -15651649.000000 Penalty: 5769.866699
	Iteration 24Q: 3 clusters Score -1.565165e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 107060 members 
Entering Unmasked Estep 
Score: -15651678.000000 Penalty: 5769.866699
	Iteration 25Q: 3 clusters Score -1.565168e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 107153 members 
Entering Unmasked Estep 
Score: -15651654.000000 Penalty: 5769.866699
	Iteration 26Q: 3 clusters Score -1.565165e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 107226 members 
Entering Unmasked Estep 
Score: -15651669.000000 Penalty: 5769.866699
	Iteration 27Q: 3 clusters Score -1.565167e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 107283 members 
Entering Unmasked Estep 
Score: -15651666.000000 Penalty: 5769.866699
	Iteration 28Q: 3 clusters Score -1.565167e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 107329 members 
Entering Unmasked Estep 
Score: -15651672.000000 Penalty: 5769.866699
	Iteration 29Q: 3 clusters Score -1.565167e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 107362 members 
Entering Unmasked Estep 
Score: -15651677.000000 Penalty: 5769.866699
	Iteration 30Q: 3 clusters Score -1.565168e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 107382 members 
Entering Unmasked Estep 
Score: -15651681.000000 Penalty: 5769.866699
	Iteration 31Q: 3 clusters Score -1.565168e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 107400 members 
Entering Unmasked Estep 
Score: -15651683.000000 Penalty: 5769.866699
	Iteration 32Q: 3 clusters Score -1.565168e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 107414 members 
Entering Unmasked Estep 
Score: -15651699.000000 Penalty: 5769.866699
	Iteration 33Q: 3 clusters Score -1.56517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 107424 members 
Entering Unmasked Estep 
Score: -15651694.000000 Penalty: 5769.866699
	Iteration 34Q: 3 clusters Score -1.565169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 107433 members 
Entering Unmasked Estep 
Score: -15651686.000000 Penalty: 5769.866699
	Iteration 35Q: 3 clusters Score -1.565169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 107439 members 
Entering Unmasked Estep 
Score: -15651697.000000 Penalty: 5769.866699
	Iteration 36Q: 3 clusters Score -1.56517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 107442 members 
Entering Unmasked Estep 
Score: -15651690.000000 Penalty: 5769.866699
	Iteration 37Q: 3 clusters Score -1.565169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 107445 members 
Entering Unmasked Estep 
Score: -15651687.000000 Penalty: 5769.866699
	Iteration 38Q: 3 clusters Score -1.565169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 107448 members 
Entering Unmasked Estep 
Score: -15651696.000000 Penalty: 5769.866699
	Iteration 39Q: 3 clusters Score -1.56517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 107450 members 
Entering Unmasked Estep 
Score: -15651687.000000 Penalty: 5769.866699
	Iteration 40F: 3 clusters Score -1.565169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 107453 members 
Entering Unmasked Estep 
Score: -15651684.000000 Penalty: 5769.866699
	Iteration 41Q: 3 clusters Score -1.565168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 107453 members 
Entering Unmasked Estep 
Score: -15651684.000000 Penalty: 5769.866699
	Iteration 42F: 3 clusters Score -1.565168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 71914 members 
Mstep: Class 2 contains 6810 members 
Mstep: Class 3 contains 30823 members 
Mstep: Class 4 contains 13142 members 
Mstep: Class 5 contains 72596 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 13921 members 
Mstep: Class 8 contains 207123 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 10 contains 7630 members 
Mstep: Class 11 contains 4344 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 17671 members 
Mstep: Class 14 contains 13450 members 
Mstep: Class 15 contains 5282 members 
Mstep: Class 16 contains 28888 members 
Mstep: Class 17 contains 44191 members 
Mstep: Class 18 contains 160896 members 
Mstep: Class 19 contains 142165 members 
Mstep: Class 20 contains 15807 members 
Mstep: Class 21 contains 2526 members 
Mstep: Class 22 contains 21223 members 
Mstep: Class 23 contains 7904 members 
Mstep: Class 24 contains 46094 members 
Mstep: Class 25 contains 107453 members 
Entering Unmasked Estep 
Score: -142884704.000000 Penalty: 85979.351562
Splitting cluster 15 changes total score from -142874912.000000 to -142884704.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (28888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Entering Unmasked Estep 
Score: -3940420.500000 Penalty: 2547.252930
	Iteration 0F: 2 clusters Score -3940420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -3920566.250000 Penalty: 5094.505859
	Iteration 0F: 3 clusters Score -3920566 nChanged 12959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -3928050.750000 Penalty: 5094.505859
	Iteration 1F: 3 clusters Score -3928051 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -3929103.000000 Penalty: 5094.505859
	Iteration 2F: 3 clusters Score -3929103 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -3930322.250000 Penalty: 5094.505859
	Iteration 3F: 3 clusters Score -3930322 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -3931683.500000 Penalty: 5094.505859
	Iteration 4F: 3 clusters Score -3931684 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -3933054.750000 Penalty: 5094.505859
	Iteration 5F: 3 clusters Score -3933055 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -3934289.250000 Penalty: 5094.505859
	Iteration 6F: 3 clusters Score -3934289 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -3935307.750000 Penalty: 5094.505859
	Iteration 7F: 3 clusters Score -3935308 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -3936086.750000 Penalty: 5094.505859
	Iteration 8Q: 3 clusters Score -3936087 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -3936611.500000 Penalty: 5094.505859
	Iteration 9Q: 3 clusters Score -3936612 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -3936941.250000 Penalty: 5094.505859
	Iteration 10Q: 3 clusters Score -3936941 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -3937188.000000 Penalty: 5094.505859
	Iteration 11Q: 3 clusters Score -3937188 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -3937344.000000 Penalty: 5094.505859
	Iteration 12Q: 3 clusters Score -3937344 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3937463.000000 Penalty: 5094.505859
	Iteration 13Q: 3 clusters Score -3937463 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -3937561.500000 Penalty: 5094.505859
	Iteration 14Q: 3 clusters Score -3937562 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -3937647.750000 Penalty: 5094.505859
	Iteration 15Q: 3 clusters Score -3937648 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -3937720.750000 Penalty: 5094.505859
	Iteration 16Q: 3 clusters Score -3937721 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -3937790.250000 Penalty: 5094.505859
	Iteration 17Q: 3 clusters Score -3937790 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -3937881.500000 Penalty: 5094.505859
	Iteration 18Q: 3 clusters Score -3937882 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -3937948.750000 Penalty: 5094.505859
	Iteration 19Q: 3 clusters Score -3937949 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -3937992.000000 Penalty: 5094.505859
	Iteration 20F: 3 clusters Score -3937992 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -3938049.250000 Penalty: 5094.505859
	Iteration 21Q: 3 clusters Score -3938049 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -3938121.250000 Penalty: 5094.505859
	Iteration 22Q: 3 clusters Score -3938121 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -3938164.750000 Penalty: 5094.505859
	Iteration 23Q: 3 clusters Score -3938165 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -3938216.250000 Penalty: 5094.505859
	Iteration 24Q: 3 clusters Score -3938216 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -3938256.750000 Penalty: 5094.505859
	Iteration 25Q: 3 clusters Score -3938257 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -3938293.250000 Penalty: 5094.505859
	Iteration 26Q: 3 clusters Score -3938293 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -3938324.250000 Penalty: 5094.505859
	Iteration 27Q: 3 clusters Score -3938324 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -3938351.000000 Penalty: 5094.505859
	Iteration 28Q: 3 clusters Score -3938351 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -3938403.000000 Penalty: 5094.505859
	Iteration 29Q: 3 clusters Score -3938403 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -3938436.500000 Penalty: 5094.505859
	Iteration 30Q: 3 clusters Score -3938436 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -3938461.750000 Penalty: 5094.505859
	Iteration 31Q: 3 clusters Score -3938462 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -3938492.000000 Penalty: 5094.505859
	Iteration 32Q: 3 clusters Score -3938492 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -3938512.000000 Penalty: 5094.505859
	Iteration 33Q: 3 clusters Score -3938512 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3938524.000000 Penalty: 5094.505859
	Iteration 34Q: 3 clusters Score -3938524 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -3938538.500000 Penalty: 5094.505859
	Iteration 35Q: 3 clusters Score -3938538 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -3938551.750000 Penalty: 5094.505859
	Iteration 36Q: 3 clusters Score -3938552 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -3938567.250000 Penalty: 5094.505859
	Iteration 37Q: 3 clusters Score -3938567 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -3938574.250000 Penalty: 5094.505859
	Iteration 38Q: 3 clusters Score -3938574 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -3938588.500000 Penalty: 5094.505859
	Iteration 39Q: 3 clusters Score -3938588 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -3938607.750000 Penalty: 5094.505859
	Iteration 40F: 3 clusters Score -3938608 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -3938606.750000 Penalty: 5094.505859
	Iteration 41Q: 3 clusters Score -3938607 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -3938610.250000 Penalty: 5094.505859
	Iteration 42Q: 3 clusters Score -3938610 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -3938624.750000 Penalty: 5094.505859
	Iteration 43Q: 3 clusters Score -3938625 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -3938626.750000 Penalty: 5094.505859
	Iteration 44Q: 3 clusters Score -3938627 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -3938638.750000 Penalty: 5094.505859
	Iteration 45Q: 3 clusters Score -3938639 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -3938648.500000 Penalty: 5094.505859
	Iteration 46Q: 3 clusters Score -3938648 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3938654.000000 Penalty: 5094.505859
	Iteration 47Q: 3 clusters Score -3938654 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -3938654.750000 Penalty: 5094.505859
	Iteration 48Q: 3 clusters Score -3938655 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -3938653.750000 Penalty: 5094.505859
	Iteration 49Q: 3 clusters Score -3938654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -3938661.500000 Penalty: 5094.505859
	Iteration 50Q: 3 clusters Score -3938662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -3938679.000000 Penalty: 5094.505859
	Iteration 51Q: 3 clusters Score -3938679 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -3938679.750000 Penalty: 5094.505859
	Iteration 52Q: 3 clusters Score -3938680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -3938684.250000 Penalty: 5094.505859
	Iteration 53Q: 3 clusters Score -3938684 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -3938683.500000 Penalty: 5094.505859
	Iteration 54Q: 3 clusters Score -3938684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -3938694.750000 Penalty: 5094.505859
	Iteration 55Q: 3 clusters Score -3938695 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -3938695.500000 Penalty: 5094.505859
	Iteration 56Q: 3 clusters Score -3938696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -3938700.000000 Penalty: 5094.505859
	Iteration 57Q: 3 clusters Score -3938700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -3938701.250000 Penalty: 5094.505859
	Iteration 58Q: 3 clusters Score -3938701 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -3938717.000000 Penalty: 5094.505859
	Iteration 59Q: 3 clusters Score -3938717 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -3938722.250000 Penalty: 5094.505859
	Iteration 60F: 3 clusters Score -3938722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -3938729.250000 Penalty: 5094.505859
	Iteration 61Q: 3 clusters Score -3938729 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -3938745.250000 Penalty: 5094.505859
	Iteration 62Q: 3 clusters Score -3938745 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -3938744.000000 Penalty: 5094.505859
	Iteration 63Q: 3 clusters Score -3938744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -3938755.000000 Penalty: 5094.505859
	Iteration 64Q: 3 clusters Score -3938755 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3938760.500000 Penalty: 5094.505859
	Iteration 65Q: 3 clusters Score -3938760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -3938765.750000 Penalty: 5094.505859
	Iteration 66Q: 3 clusters Score -3938766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -3938769.250000 Penalty: 5094.505859
	Iteration 67Q: 3 clusters Score -3938769 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -3938780.000000 Penalty: 5094.505859
	Iteration 68Q: 3 clusters Score -3938780 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -3938787.500000 Penalty: 5094.505859
	Iteration 69Q: 3 clusters Score -3938788 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3938789.750000 Penalty: 5094.505859
	Iteration 70Q: 3 clusters Score -3938790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -3938800.750000 Penalty: 5094.505859
	Iteration 71Q: 3 clusters Score -3938801 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -3938804.000000 Penalty: 5094.505859
	Iteration 72Q: 3 clusters Score -3938804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -3938813.250000 Penalty: 5094.505859
	Iteration 73Q: 3 clusters Score -3938813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -3938823.750000 Penalty: 5094.505859
	Iteration 74Q: 3 clusters Score -3938824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -3938833.000000 Penalty: 5094.505859
	Iteration 75Q: 3 clusters Score -3938833 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -3938841.250000 Penalty: 5094.505859
	Iteration 76Q: 3 clusters Score -3938841 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -3938840.250000 Penalty: 5094.505859
	Iteration 77Q: 3 clusters Score -3938840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -3938860.750000 Penalty: 5094.505859
	Iteration 78Q: 3 clusters Score -3938861 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -3938851.750000 Penalty: 5094.505859
	Iteration 79Q: 3 clusters Score -3938852 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -3938867.250000 Penalty: 5094.505859
	Iteration 80F: 3 clusters Score -3938867 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -3938875.750000 Penalty: 5094.505859
	Iteration 81Q: 3 clusters Score -3938876 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -3938888.750000 Penalty: 5094.505859
	Iteration 82Q: 3 clusters Score -3938889 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -3938884.750000 Penalty: 5094.505859
	Iteration 83Q: 3 clusters Score -3938885 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -3938886.250000 Penalty: 5094.505859
	Iteration 84Q: 3 clusters Score -3938886 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -3938904.750000 Penalty: 5094.505859
	Iteration 85Q: 3 clusters Score -3938905 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -3938927.250000 Penalty: 5094.505859
	Iteration 86Q: 3 clusters Score -3938927 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -3938940.750000 Penalty: 5094.505859
	Iteration 87Q: 3 clusters Score -3938941 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -3938937.000000 Penalty: 5094.505859
	Iteration 88Q: 3 clusters Score -3938937 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -3938940.750000 Penalty: 5094.505859
	Iteration 89Q: 3 clusters Score -3938941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -3938948.000000 Penalty: 5094.505859
	Iteration 90Q: 3 clusters Score -3938948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -3938951.750000 Penalty: 5094.505859
	Iteration 91Q: 3 clusters Score -3938952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -3938957.250000 Penalty: 5094.505859
	Iteration 92Q: 3 clusters Score -3938957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3938961.500000 Penalty: 5094.505859
	Iteration 93Q: 3 clusters Score -3938962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -3938971.000000 Penalty: 5094.505859
	Iteration 94Q: 3 clusters Score -3938971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -3938962.500000 Penalty: 5094.505859
	Iteration 95Q: 3 clusters Score -3938962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -3938969.250000 Penalty: 5094.505859
	Iteration 96Q: 3 clusters Score -3938969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -3938978.750000 Penalty: 5094.505859
	Iteration 97Q: 3 clusters Score -3938979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -3938987.000000 Penalty: 5094.505859
	Iteration 98Q: 3 clusters Score -3938987 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -3938988.000000 Penalty: 5094.505859
	Iteration 99Q: 3 clusters Score -3938988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -3938991.500000 Penalty: 5094.505859
	Iteration 100F: 3 clusters Score -3938992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -3938990.000000 Penalty: 5094.505859
	Iteration 101Q: 3 clusters Score -3938990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -3938992.250000 Penalty: 5094.505859
	Iteration 102Q: 3 clusters Score -3938992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -3938990.500000 Penalty: 5094.505859
	Iteration 103Q: 3 clusters Score -3938990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -3938995.750000 Penalty: 5094.505859
	Iteration 104Q: 3 clusters Score -3938996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -3938993.500000 Penalty: 5094.505859
	Iteration 105Q: 3 clusters Score -3938994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -3939000.000000 Penalty: 5094.505859
	Iteration 106Q: 3 clusters Score -3939000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -3939008.750000 Penalty: 5094.505859
	Iteration 107Q: 3 clusters Score -3939009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -3939012.000000 Penalty: 5094.505859
	Iteration 108Q: 3 clusters Score -3939012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -3939016.750000 Penalty: 5094.505859
	Iteration 109Q: 3 clusters Score -3939017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -3939019.250000 Penalty: 5094.505859
	Iteration 110Q: 3 clusters Score -3939019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -3939025.250000 Penalty: 5094.505859
	Iteration 111Q: 3 clusters Score -3939025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -3939031.750000 Penalty: 5094.505859
	Iteration 112Q: 3 clusters Score -3939032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -3939034.250000 Penalty: 5094.505859
	Iteration 113Q: 3 clusters Score -3939034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -3939048.250000 Penalty: 5094.505859
	Iteration 114Q: 3 clusters Score -3939048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -3939051.250000 Penalty: 5094.505859
	Iteration 115Q: 3 clusters Score -3939051 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -3939064.000000 Penalty: 5094.505859
	Iteration 116Q: 3 clusters Score -3939064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -3939074.750000 Penalty: 5094.505859
	Iteration 117Q: 3 clusters Score -3939075 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -3939075.250000 Penalty: 5094.505859
	Iteration 118Q: 3 clusters Score -3939075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -3939086.500000 Penalty: 5094.505859
	Iteration 119Q: 3 clusters Score -3939086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -3939092.500000 Penalty: 5094.505859
	Iteration 120F: 3 clusters Score -3939092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -3939095.750000 Penalty: 5094.505859
	Iteration 121Q: 3 clusters Score -3939096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -3939090.750000 Penalty: 5094.505859
	Iteration 122Q: 3 clusters Score -3939091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -3939093.750000 Penalty: 5094.505859
	Iteration 123Q: 3 clusters Score -3939094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -3939098.500000 Penalty: 5094.505859
	Iteration 124Q: 3 clusters Score -3939098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -3939105.500000 Penalty: 5094.505859
	Iteration 125Q: 3 clusters Score -3939106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -3939104.500000 Penalty: 5094.505859
	Iteration 126Q: 3 clusters Score -3939104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -3939112.750000 Penalty: 5094.505859
	Iteration 127Q: 3 clusters Score -3939113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -3939111.500000 Penalty: 5094.505859
	Iteration 128Q: 3 clusters Score -3939112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -3939112.250000 Penalty: 5094.505859
	Iteration 129Q: 3 clusters Score -3939112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -3939109.000000 Penalty: 5094.505859
	Iteration 130Q: 3 clusters Score -3939109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -3939110.750000 Penalty: 5094.505859
	Iteration 131Q: 3 clusters Score -3939111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -3939112.000000 Penalty: 5094.505859
	Iteration 132Q: 3 clusters Score -3939112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -3939112.500000 Penalty: 5094.505859
	Iteration 133Q: 3 clusters Score -3939112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -3939113.750000 Penalty: 5094.505859
	Iteration 134Q: 3 clusters Score -3939114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -3939111.750000 Penalty: 5094.505859
	Iteration 135Q: 3 clusters Score -3939112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -3939111.750000 Penalty: 5094.505859
	Iteration 136F: 3 clusters Score -3939112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Entering Unmasked Estep 
Score: -5954154.000000 Penalty: 2652.676514
	Iteration 0F: 2 clusters Score -5954154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -5924368.500000 Penalty: 5305.353027
	Iteration 0F: 3 clusters Score -5924368 nChanged 20365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -5935638.500000 Penalty: 5305.353027
	Iteration 1F: 3 clusters Score -5935638 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -5936676.000000 Penalty: 5305.353027
	Iteration 2Q: 3 clusters Score -5936676 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -5938578.000000 Penalty: 5305.353027
	Iteration 3F: 3 clusters Score -5938578 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -5942047.000000 Penalty: 5305.353027
	Iteration 4F: 3 clusters Score -5942047 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -5946388.000000 Penalty: 5305.353027
	Iteration 5F: 3 clusters Score -5946388 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -5949943.000000 Penalty: 5305.353027
	Iteration 6F: 3 clusters Score -5949943 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -5952125.000000 Penalty: 5305.353027
	Iteration 7F: 3 clusters Score -5952125 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -5953437.500000 Penalty: 5305.353027
	Iteration 8Q: 3 clusters Score -5953438 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -5954368.500000 Penalty: 5305.353027
	Iteration 9Q: 3 clusters Score -5954368 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -5954978.500000 Penalty: 5305.353027
	Iteration 10Q: 3 clusters Score -5954978 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -5955258.500000 Penalty: 5305.353027
	Iteration 11Q: 3 clusters Score -5955258 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -5955382.000000 Penalty: 5305.353027
	Iteration 12Q: 3 clusters Score -5955382 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -5955444.000000 Penalty: 5305.353027
	Iteration 13Q: 3 clusters Score -5955444 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -5955462.000000 Penalty: 5305.353027
	Iteration 14Q: 3 clusters Score -5955462 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -5955464.000000 Penalty: 5305.353027
	Iteration 15Q: 3 clusters Score -5955464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -5955480.000000 Penalty: 5305.353027
	Iteration 16Q: 3 clusters Score -5955480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -5955492.500000 Penalty: 5305.353027
	Iteration 17Q: 3 clusters Score -5955492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -5955488.500000 Penalty: 5305.353027
	Iteration 18Q: 3 clusters Score -5955488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -5955499.000000 Penalty: 5305.353027
	Iteration 19Q: 3 clusters Score -5955499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -5955507.500000 Penalty: 5305.353027
	Iteration 20F: 3 clusters Score -5955508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -5955503.500000 Penalty: 5305.353027
	Iteration 21Q: 3 clusters Score -5955504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -5955505.000000 Penalty: 5305.353027
	Iteration 22Q: 3 clusters Score -5955505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -5955513.500000 Penalty: 5305.353027
	Iteration 23Q: 3 clusters Score -5955514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
Score: -5955513.500000 Penalty: 5305.353027
	Iteration 24Q: 3 clusters Score -5955514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -5955519.500000 Penalty: 5305.353027
	Iteration 25Q: 3 clusters Score -5955520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -5955515.000000 Penalty: 5305.353027
	Iteration 26Q: 3 clusters Score -5955515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -5955516.500000 Penalty: 5305.353027
	Iteration 27Q: 3 clusters Score -5955516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -5955516.500000 Penalty: 5305.353027
	Iteration 28Q: 3 clusters Score -5955516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -5955511.500000 Penalty: 5305.353027
	Iteration 29Q: 3 clusters Score -5955512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -5955512.500000 Penalty: 5305.353027
	Iteration 30Q: 3 clusters Score -5955512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -5955513.500000 Penalty: 5305.353027
	Iteration 31Q: 3 clusters Score -5955514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -5955512.000000 Penalty: 5305.353027
	Iteration 32Q: 3 clusters Score -5955512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -5955514.000000 Penalty: 5305.353027
	Iteration 33Q: 3 clusters Score -5955514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -5955515.500000 Penalty: 5305.353027
	Iteration 34Q: 3 clusters Score -5955516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -5955508.000000 Penalty: 5305.353027
	Iteration 35Q: 3 clusters Score -5955508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -5955515.500000 Penalty: 5305.353027
	Iteration 36Q: 3 clusters Score -5955516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -5955509.000000 Penalty: 5305.353027
	Iteration 37Q: 3 clusters Score -5955509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -5955508.000000 Penalty: 5305.353027
	Iteration 38Q: 3 clusters Score -5955508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -5955505.500000 Penalty: 5305.353027
	Iteration 39Q: 3 clusters Score -5955506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -5955509.500000 Penalty: 5305.353027
	Iteration 40F: 3 clusters Score -5955510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -5955513.000000 Penalty: 5305.353027
	Iteration 41Q: 3 clusters Score -5955513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -5955512.000000 Penalty: 5305.353027
	Iteration 42Q: 3 clusters Score -5955512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -5955512.500000 Penalty: 5305.353027
	Iteration 43Q: 3 clusters Score -5955512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -5955512.500000 Penalty: 5305.353027
	Iteration 44F: 3 clusters Score -5955512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 71914 members 
Mstep: Class 2 contains 6810 members 
Mstep: Class 3 contains 30823 members 
Mstep: Class 4 contains 13142 members 
Mstep: Class 5 contains 72596 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 13921 members 
Mstep: Class 8 contains 207123 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 10 contains 7630 members 
Mstep: Class 11 contains 4344 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 17671 members 
Mstep: Class 14 contains 13450 members 
Mstep: Class 15 contains 5282 members 
Mstep: Class 16 contains 28888 members 
Mstep: Class 17 contains 2162 members 
Mstep: Class 18 contains 160896 members 
Mstep: Class 19 contains 142165 members 
Mstep: Class 20 contains 15807 members 
Mstep: Class 21 contains 2526 members 
Mstep: Class 22 contains 21223 members 
Mstep: Class 23 contains 7904 members 
Mstep: Class 24 contains 46094 members 
Mstep: Class 25 contains 107453 members 
Mstep: Class 26 contains 42029 members 
Entering Unmasked Estep 
Score: -142885520.000000 Penalty: 89418.531250
Splitting cluster 17 changes total score from -142874912.000000 to -142885520.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (160896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160896 members 
Entering Unmasked Estep 
Score: -22335660.000000 Penalty: 2973.151367
	Iteration 0F: 2 clusters Score -2.233566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80286 members 
Mstep: Class 2 contains 80610 members 
Entering Unmasked Estep 
Score: -22233166.000000 Penalty: 5946.302734
	Iteration 0F: 3 clusters Score -2.223317e+07 nChanged 76942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78108 members 
Mstep: Class 2 contains 82788 members 
Entering Unmasked Estep 
Score: -22277960.000000 Penalty: 5946.302734
	Iteration 1F: 3 clusters Score -2.227796e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76766 members 
Mstep: Class 2 contains 84130 members 
Entering Unmasked Estep 
Score: -22279090.000000 Penalty: 5946.302734
	Iteration 2Q: 3 clusters Score -2.227909e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74648 members 
Mstep: Class 2 contains 86248 members 
Entering Unmasked Estep 
Score: -22280956.000000 Penalty: 5946.302734
	Iteration 3Q: 3 clusters Score -2.228096e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71364 members 
Mstep: Class 2 contains 89532 members 
Entering Unmasked Estep 
Score: -22283650.000000 Penalty: 5946.302734
	Iteration 4Q: 3 clusters Score -2.228365e+07 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66437 members 
Mstep: Class 2 contains 94459 members 
Entering Unmasked Estep 
Score: -22288006.000000 Penalty: 5946.302734
	Iteration 5F: 3 clusters Score -2.228801e+07 nChanged 10427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59738 members 
Mstep: Class 2 contains 101158 members 
Entering Unmasked Estep 
Score: -22295156.000000 Penalty: 5946.302734
	Iteration 6F: 3 clusters Score -2.229516e+07 nChanged 11973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 109031 members 
Entering Unmasked Estep 
Score: -22305052.000000 Penalty: 5946.302734
	Iteration 7F: 3 clusters Score -2.230505e+07 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 116813 members 
Entering Unmasked Estep 
Score: -22315084.000000 Penalty: 5946.302734
	Iteration 8F: 3 clusters Score -2.231508e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 122833 members 
Entering Unmasked Estep 
Score: -22322222.000000 Penalty: 5946.302734
	Iteration 9F: 3 clusters Score -2.232222e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 127034 members 
Entering Unmasked Estep 
Score: -22325652.000000 Penalty: 5946.302734
	Iteration 10Q: 3 clusters Score -2.232565e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 130709 members 
Entering Unmasked Estep 
Score: -22327594.000000 Penalty: 5946.302734
	Iteration 11Q: 3 clusters Score -2.232759e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 134024 members 
Entering Unmasked Estep 
Score: -22328748.000000 Penalty: 5946.302734
	Iteration 12Q: 3 clusters Score -2.232875e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 137090 members 
Entering Unmasked Estep 
Score: -22329570.000000 Penalty: 5946.302734
	Iteration 13Q: 3 clusters Score -2.232957e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 139950 members 
Entering Unmasked Estep 
Score: -22330316.000000 Penalty: 5946.302734
	Iteration 14Q: 3 clusters Score -2.233032e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 142569 members 
Entering Unmasked Estep 
Score: -22330942.000000 Penalty: 5946.302734
	Iteration 15Q: 3 clusters Score -2.233094e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 144950 members 
Entering Unmasked Estep 
Score: -22331378.000000 Penalty: 5946.302734
	Iteration 16Q: 3 clusters Score -2.233138e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 147073 members 
Entering Unmasked Estep 
Score: -22331770.000000 Penalty: 5946.302734
	Iteration 17Q: 3 clusters Score -2.233177e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 148964 members 
Entering Unmasked Estep 
Score: -22332040.000000 Penalty: 5946.302734
	Iteration 18Q: 3 clusters Score -2.233204e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 150608 members 
Entering Unmasked Estep 
Score: -22332404.000000 Penalty: 5946.302734
	Iteration 19Q: 3 clusters Score -2.23324e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 152009 members 
Entering Unmasked Estep 
Score: -22332694.000000 Penalty: 5946.302734
	Iteration 20F: 3 clusters Score -2.233269e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 153246 members 
Entering Unmasked Estep 
Score: -22332854.000000 Penalty: 5946.302734
	Iteration 21Q: 3 clusters Score -2.233285e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 154247 members 
Entering Unmasked Estep 
Score: -22333052.000000 Penalty: 5946.302734
	Iteration 22Q: 3 clusters Score -2.233305e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 155089 members 
Entering Unmasked Estep 
Score: -22333216.000000 Penalty: 5946.302734
	Iteration 23Q: 3 clusters Score -2.233322e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 155774 members 
Entering Unmasked Estep 
Score: -22333336.000000 Penalty: 5946.302734
	Iteration 24Q: 3 clusters Score -2.233334e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 156351 members 
Entering Unmasked Estep 
Score: -22333408.000000 Penalty: 5946.302734
	Iteration 25Q: 3 clusters Score -2.233341e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 156838 members 
Entering Unmasked Estep 
Score: -22333398.000000 Penalty: 5946.302734
	Iteration 26Q: 3 clusters Score -2.23334e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 157255 members 
Entering Unmasked Estep 
Score: -22333444.000000 Penalty: 5946.302734
	Iteration 27Q: 3 clusters Score -2.233344e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 157590 members 
Entering Unmasked Estep 
Score: -22333464.000000 Penalty: 5946.302734
	Iteration 28Q: 3 clusters Score -2.233346e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 157878 members 
Entering Unmasked Estep 
Score: -22333432.000000 Penalty: 5946.302734
	Iteration 29Q: 3 clusters Score -2.233343e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 158115 members 
Entering Unmasked Estep 
Score: -22333464.000000 Penalty: 5946.302734
	Iteration 30Q: 3 clusters Score -2.233346e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 158321 members 
Entering Unmasked Estep 
Score: -22333462.000000 Penalty: 5946.302734
	Iteration 31Q: 3 clusters Score -2.233346e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 158501 members 
Entering Unmasked Estep 
Score: -22333416.000000 Penalty: 5946.302734
	Iteration 32Q: 3 clusters Score -2.233342e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 158668 members 
Entering Unmasked Estep 
Score: -22333440.000000 Penalty: 5946.302734
	Iteration 33Q: 3 clusters Score -2.233344e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 158801 members 
Entering Unmasked Estep 
Score: -22333458.000000 Penalty: 5946.302734
	Iteration 34Q: 3 clusters Score -2.233346e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 158906 members 
Entering Unmasked Estep 
Score: -22333488.000000 Penalty: 5946.302734
	Iteration 35Q: 3 clusters Score -2.233349e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 158987 members 
Entering Unmasked Estep 
Score: -22333506.000000 Penalty: 5946.302734
	Iteration 36Q: 3 clusters Score -2.233351e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 159069 members 
Entering Unmasked Estep 
Score: -22333514.000000 Penalty: 5946.302734
	Iteration 37Q: 3 clusters Score -2.233351e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 159150 members 
Entering Unmasked Estep 
Score: -22333500.000000 Penalty: 5946.302734
	Iteration 38Q: 3 clusters Score -2.23335e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 159214 members 
Entering Unmasked Estep 
Score: -22333530.000000 Penalty: 5946.302734
	Iteration 39Q: 3 clusters Score -2.233353e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 159256 members 
Entering Unmasked Estep 
Score: -22333540.000000 Penalty: 5946.302734
	Iteration 40F: 3 clusters Score -2.233354e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 159299 members 
Entering Unmasked Estep 
Score: -22333570.000000 Penalty: 5946.302734
	Iteration 41Q: 3 clusters Score -2.233357e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 159328 members 
Entering Unmasked Estep 
Score: -22333580.000000 Penalty: 5946.302734
	Iteration 42Q: 3 clusters Score -2.233358e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 159350 members 
Entering Unmasked Estep 
Score: -22333558.000000 Penalty: 5946.302734
	Iteration 43Q: 3 clusters Score -2.233356e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 159368 members 
Entering Unmasked Estep 
Score: -22333536.000000 Penalty: 5946.302734
	Iteration 44Q: 3 clusters Score -2.233354e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 159386 members 
Entering Unmasked Estep 
Score: -22333534.000000 Penalty: 5946.302734
	Iteration 45Q: 3 clusters Score -2.233353e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 159406 members 
Entering Unmasked Estep 
Score: -22333546.000000 Penalty: 5946.302734
	Iteration 46Q: 3 clusters Score -2.233355e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 159425 members 
Entering Unmasked Estep 
Score: -22333562.000000 Penalty: 5946.302734
	Iteration 47Q: 3 clusters Score -2.233356e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 159443 members 
Entering Unmasked Estep 
Score: -22333556.000000 Penalty: 5946.302734
	Iteration 48Q: 3 clusters Score -2.233356e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 159459 members 
Entering Unmasked Estep 
Score: -22333566.000000 Penalty: 5946.302734
	Iteration 49Q: 3 clusters Score -2.233357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 159471 members 
Entering Unmasked Estep 
Score: -22333550.000000 Penalty: 5946.302734
	Iteration 50Q: 3 clusters Score -2.233355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 159483 members 
Entering Unmasked Estep 
Score: -22333576.000000 Penalty: 5946.302734
	Iteration 51Q: 3 clusters Score -2.233358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 159493 members 
Entering Unmasked Estep 
Score: -22333546.000000 Penalty: 5946.302734
	Iteration 52Q: 3 clusters Score -2.233355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 159505 members 
Entering Unmasked Estep 
Score: -22333554.000000 Penalty: 5946.302734
	Iteration 53Q: 3 clusters Score -2.233355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 159514 members 
Entering Unmasked Estep 
Score: -22333554.000000 Penalty: 5946.302734
	Iteration 54Q: 3 clusters Score -2.233355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 159519 members 
Entering Unmasked Estep 
Score: -22333538.000000 Penalty: 5946.302734
	Iteration 55Q: 3 clusters Score -2.233354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 159525 members 
Entering Unmasked Estep 
Score: -22333536.000000 Penalty: 5946.302734
	Iteration 56Q: 3 clusters Score -2.233354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 159531 members 
Entering Unmasked Estep 
Score: -22333562.000000 Penalty: 5946.302734
	Iteration 57Q: 3 clusters Score -2.233356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 159542 members 
Entering Unmasked Estep 
Score: -22333550.000000 Penalty: 5946.302734
	Iteration 58Q: 3 clusters Score -2.233355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 159549 members 
Entering Unmasked Estep 
Score: -22333550.000000 Penalty: 5946.302734
	Iteration 59Q: 3 clusters Score -2.233355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 159557 members 
Entering Unmasked Estep 
Score: -22333530.000000 Penalty: 5946.302734
	Iteration 60F: 3 clusters Score -2.233353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 159559 members 
Entering Unmasked Estep 
Score: -22333528.000000 Penalty: 5946.302734
	Iteration 61Q: 3 clusters Score -2.233353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 159560 members 
Entering Unmasked Estep 
Score: -22333524.000000 Penalty: 5946.302734
	Iteration 62Q: 3 clusters Score -2.233352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 159560 members 
Entering Unmasked Estep 
Score: -22333524.000000 Penalty: 5946.302734
	Iteration 63F: 3 clusters Score -2.233352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (142165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142165 members 
Entering Unmasked Estep 
Score: -19821460.000000 Penalty: 2942.456299
	Iteration 0F: 2 clusters Score -1.982146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71065 members 
Mstep: Class 2 contains 71100 members 
Entering Unmasked Estep 
Score: -19731352.000000 Penalty: 5884.912598
	Iteration 0F: 3 clusters Score -1.973135e+07 nChanged 67718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69989 members 
Mstep: Class 2 contains 72176 members 
Entering Unmasked Estep 
Score: -19770414.000000 Penalty: 5884.912598
	Iteration 1F: 3 clusters Score -1.977041e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69186 members 
Mstep: Class 2 contains 72979 members 
Entering Unmasked Estep 
Score: -19771424.000000 Penalty: 5884.912598
	Iteration 2Q: 3 clusters Score -1.977142e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68062 members 
Mstep: Class 2 contains 74103 members 
Entering Unmasked Estep 
Score: -19772400.000000 Penalty: 5884.912598
	Iteration 3Q: 3 clusters Score -1.97724e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66390 members 
Mstep: Class 2 contains 75775 members 
Entering Unmasked Estep 
Score: -19773632.000000 Penalty: 5884.912598
	Iteration 4Q: 3 clusters Score -1.977363e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 78103 members 
Entering Unmasked Estep 
Score: -19774992.000000 Penalty: 5884.912598
	Iteration 5Q: 3 clusters Score -1.977499e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60748 members 
Mstep: Class 2 contains 81417 members 
Entering Unmasked Estep 
Score: -19777486.000000 Penalty: 5884.912598
	Iteration 6Q: 3 clusters Score -1.977749e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 86021 members 
Entering Unmasked Estep 
Score: -19781026.000000 Penalty: 5884.912598
	Iteration 7Q: 3 clusters Score -1.978103e+07 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50174 members 
Mstep: Class 2 contains 91991 members 
Entering Unmasked Estep 
Score: -19787024.000000 Penalty: 5884.912598
	Iteration 8F: 3 clusters Score -1.978702e+07 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 98688 members 
Entering Unmasked Estep 
Score: -19794516.000000 Penalty: 5884.912598
	Iteration 9F: 3 clusters Score -1.979452e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 104816 members 
Entering Unmasked Estep 
Score: -19801976.000000 Penalty: 5884.912598
	Iteration 10F: 3 clusters Score -1.980198e+07 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 109606 members 
Entering Unmasked Estep 
Score: -19807260.000000 Penalty: 5884.912598
	Iteration 11F: 3 clusters Score -1.980726e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 113303 members 
Entering Unmasked Estep 
Score: -19810336.000000 Penalty: 5884.912598
	Iteration 12Q: 3 clusters Score -1.981034e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 116453 members 
Entering Unmasked Estep 
Score: -19812128.000000 Penalty: 5884.912598
	Iteration 13Q: 3 clusters Score -1.981213e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 119260 members 
Entering Unmasked Estep 
Score: -19813366.000000 Penalty: 5884.912598
	Iteration 14Q: 3 clusters Score -1.981337e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 121848 members 
Entering Unmasked Estep 
Score: -19814298.000000 Penalty: 5884.912598
	Iteration 15Q: 3 clusters Score -1.98143e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 124274 members 
Entering Unmasked Estep 
Score: -19815208.000000 Penalty: 5884.912598
	Iteration 16Q: 3 clusters Score -1.981521e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 126449 members 
Entering Unmasked Estep 
Score: -19816162.000000 Penalty: 5884.912598
	Iteration 17Q: 3 clusters Score -1.981616e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 128357 members 
Entering Unmasked Estep 
Score: -19816932.000000 Penalty: 5884.912598
	Iteration 18Q: 3 clusters Score -1.981693e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 129968 members 
Entering Unmasked Estep 
Score: -19817648.000000 Penalty: 5884.912598
	Iteration 19Q: 3 clusters Score -1.981765e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 131384 members 
Entering Unmasked Estep 
Score: -19818252.000000 Penalty: 5884.912598
	Iteration 20F: 3 clusters Score -1.981825e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 132588 members 
Entering Unmasked Estep 
Score: -19818742.000000 Penalty: 5884.912598
	Iteration 21Q: 3 clusters Score -1.981874e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 133645 members 
Entering Unmasked Estep 
Score: -19819066.000000 Penalty: 5884.912598
	Iteration 22Q: 3 clusters Score -1.981907e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 134556 members 
Entering Unmasked Estep 
Score: -19819342.000000 Penalty: 5884.912598
	Iteration 23Q: 3 clusters Score -1.981934e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 135264 members 
Entering Unmasked Estep 
Score: -19819570.000000 Penalty: 5884.912598
	Iteration 24Q: 3 clusters Score -1.981957e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 135875 members 
Entering Unmasked Estep 
Score: -19819646.000000 Penalty: 5884.912598
	Iteration 25Q: 3 clusters Score -1.981965e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 136376 members 
Entering Unmasked Estep 
Score: -19819784.000000 Penalty: 5884.912598
	Iteration 26Q: 3 clusters Score -1.981978e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 136814 members 
Entering Unmasked Estep 
Score: -19819752.000000 Penalty: 5884.912598
	Iteration 27Q: 3 clusters Score -1.981975e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 137193 members 
Entering Unmasked Estep 
Score: -19819804.000000 Penalty: 5884.912598
	Iteration 28Q: 3 clusters Score -1.98198e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 137518 members 
Entering Unmasked Estep 
Score: -19819822.000000 Penalty: 5884.912598
	Iteration 29Q: 3 clusters Score -1.981982e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 137773 members 
Entering Unmasked Estep 
Score: -19819884.000000 Penalty: 5884.912598
	Iteration 30Q: 3 clusters Score -1.981988e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 137978 members 
Entering Unmasked Estep 
Score: -19819920.000000 Penalty: 5884.912598
	Iteration 31Q: 3 clusters Score -1.981992e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 138159 members 
Entering Unmasked Estep 
Score: -19819950.000000 Penalty: 5884.912598
	Iteration 32Q: 3 clusters Score -1.981995e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 138311 members 
Entering Unmasked Estep 
Score: -19819940.000000 Penalty: 5884.912598
	Iteration 33Q: 3 clusters Score -1.981994e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 138448 members 
Entering Unmasked Estep 
Score: -19819940.000000 Penalty: 5884.912598
	Iteration 34Q: 3 clusters Score -1.981994e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 138577 members 
Entering Unmasked Estep 
Score: -19819888.000000 Penalty: 5884.912598
	Iteration 35Q: 3 clusters Score -1.981989e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 138689 members 
Entering Unmasked Estep 
Score: -19819852.000000 Penalty: 5884.912598
	Iteration 36Q: 3 clusters Score -1.981985e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 138783 members 
Entering Unmasked Estep 
Score: -19819860.000000 Penalty: 5884.912598
	Iteration 37Q: 3 clusters Score -1.981986e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 138881 members 
Entering Unmasked Estep 
Score: -19819894.000000 Penalty: 5884.912598
	Iteration 38Q: 3 clusters Score -1.981989e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 138971 members 
Entering Unmasked Estep 
Score: -19819888.000000 Penalty: 5884.912598
	Iteration 39Q: 3 clusters Score -1.981989e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 139047 members 
Entering Unmasked Estep 
Score: -19819872.000000 Penalty: 5884.912598
	Iteration 40F: 3 clusters Score -1.981987e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 139110 members 
Entering Unmasked Estep 
Score: -19819862.000000 Penalty: 5884.912598
	Iteration 41Q: 3 clusters Score -1.981986e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 139163 members 
Entering Unmasked Estep 
Score: -19819874.000000 Penalty: 5884.912598
	Iteration 42Q: 3 clusters Score -1.981987e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 139210 members 
Entering Unmasked Estep 
Score: -19819862.000000 Penalty: 5884.912598
	Iteration 43Q: 3 clusters Score -1.981986e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 139248 members 
Entering Unmasked Estep 
Score: -19819860.000000 Penalty: 5884.912598
	Iteration 44Q: 3 clusters Score -1.981986e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 139275 members 
Entering Unmasked Estep 
Score: -19819850.000000 Penalty: 5884.912598
	Iteration 45Q: 3 clusters Score -1.981985e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 139297 members 
Entering Unmasked Estep 
Score: -19819870.000000 Penalty: 5884.912598
	Iteration 46Q: 3 clusters Score -1.981987e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 139316 members 
Entering Unmasked Estep 
Score: -19819882.000000 Penalty: 5884.912598
	Iteration 47Q: 3 clusters Score -1.981988e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 139332 members 
Entering Unmasked Estep 
Score: -19819878.000000 Penalty: 5884.912598
	Iteration 48Q: 3 clusters Score -1.981988e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 139351 members 
Entering Unmasked Estep 
Score: -19819868.000000 Penalty: 5884.912598
	Iteration 49Q: 3 clusters Score -1.981987e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 139371 members 
Entering Unmasked Estep 
Score: -19819866.000000 Penalty: 5884.912598
	Iteration 50Q: 3 clusters Score -1.981987e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 139388 members 
Entering Unmasked Estep 
Score: -19819878.000000 Penalty: 5884.912598
	Iteration 51Q: 3 clusters Score -1.981988e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 139404 members 
Entering Unmasked Estep 
Score: -19819886.000000 Penalty: 5884.912598
	Iteration 52Q: 3 clusters Score -1.981989e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 139422 members 
Entering Unmasked Estep 
Score: -19819844.000000 Penalty: 5884.912598
	Iteration 53Q: 3 clusters Score -1.981984e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 139446 members 
Entering Unmasked Estep 
Score: -19819842.000000 Penalty: 5884.912598
	Iteration 54Q: 3 clusters Score -1.981984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 139453 members 
Entering Unmasked Estep 
Score: -19819842.000000 Penalty: 5884.912598
	Iteration 55Q: 3 clusters Score -1.981984e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 139464 members 
Entering Unmasked Estep 
Score: -19819850.000000 Penalty: 5884.912598
	Iteration 56Q: 3 clusters Score -1.981985e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 139474 members 
Entering Unmasked Estep 
Score: -19819850.000000 Penalty: 5884.912598
	Iteration 57Q: 3 clusters Score -1.981985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 139481 members 
Entering Unmasked Estep 
Score: -19819858.000000 Penalty: 5884.912598
	Iteration 58Q: 3 clusters Score -1.981986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 139492 members 
Entering Unmasked Estep 
Score: -19819860.000000 Penalty: 5884.912598
	Iteration 59Q: 3 clusters Score -1.981986e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 139499 members 
Entering Unmasked Estep 
Score: -19819870.000000 Penalty: 5884.912598
	Iteration 60F: 3 clusters Score -1.981987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 139503 members 
Entering Unmasked Estep 
Score: -19819872.000000 Penalty: 5884.912598
	Iteration 61Q: 3 clusters Score -1.981987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 139509 members 
Entering Unmasked Estep 
Score: -19819870.000000 Penalty: 5884.912598
	Iteration 62Q: 3 clusters Score -1.981987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 139517 members 
Entering Unmasked Estep 
Score: -19819856.000000 Penalty: 5884.912598
	Iteration 63Q: 3 clusters Score -1.981986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 139520 members 
Entering Unmasked Estep 
Score: -19819846.000000 Penalty: 5884.912598
	Iteration 64Q: 3 clusters Score -1.981985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 139525 members 
Entering Unmasked Estep 
Score: -19819860.000000 Penalty: 5884.912598
	Iteration 65Q: 3 clusters Score -1.981986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 139530 members 
Entering Unmasked Estep 
Score: -19819850.000000 Penalty: 5884.912598
	Iteration 66Q: 3 clusters Score -1.981985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 139535 members 
Entering Unmasked Estep 
Score: -19819860.000000 Penalty: 5884.912598
	Iteration 67Q: 3 clusters Score -1.981986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 139540 members 
Entering Unmasked Estep 
Score: -19819860.000000 Penalty: 5884.912598
	Iteration 68Q: 3 clusters Score -1.981986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 139545 members 
Entering Unmasked Estep 
Score: -19819864.000000 Penalty: 5884.912598
	Iteration 69Q: 3 clusters Score -1.981986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 139547 members 
Entering Unmasked Estep 
Score: -19819852.000000 Penalty: 5884.912598
	Iteration 70Q: 3 clusters Score -1.981985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 139550 members 
Entering Unmasked Estep 
Score: -19819860.000000 Penalty: 5884.912598
	Iteration 71Q: 3 clusters Score -1.981986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 139556 members 
Entering Unmasked Estep 
Score: -19819872.000000 Penalty: 5884.912598
	Iteration 72Q: 3 clusters Score -1.981987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 139558 members 
Entering Unmasked Estep 
Score: -19819870.000000 Penalty: 5884.912598
	Iteration 73Q: 3 clusters Score -1.981987e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 139563 members 
Entering Unmasked Estep 
Score: -19819862.000000 Penalty: 5884.912598
	Iteration 74Q: 3 clusters Score -1.981986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 139565 members 
Entering Unmasked Estep 
Score: -19819858.000000 Penalty: 5884.912598
	Iteration 75Q: 3 clusters Score -1.981986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 139567 members 
Entering Unmasked Estep 
Score: -19819850.000000 Penalty: 5884.912598
	Iteration 76Q: 3 clusters Score -1.981985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 139570 members 
Entering Unmasked Estep 
Score: -19819866.000000 Penalty: 5884.912598
	Iteration 77Q: 3 clusters Score -1.981987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 139572 members 
Entering Unmasked Estep 
Score: -19819854.000000 Penalty: 5884.912598
	Iteration 78Q: 3 clusters Score -1.981985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 139573 members 
Entering Unmasked Estep 
Score: -19819870.000000 Penalty: 5884.912598
	Iteration 79Q: 3 clusters Score -1.981987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 139577 members 
Entering Unmasked Estep 
Score: -19819878.000000 Penalty: 5884.912598
	Iteration 80F: 3 clusters Score -1.981988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 139582 members 
Entering Unmasked Estep 
Score: -19819862.000000 Penalty: 5884.912598
	Iteration 81Q: 3 clusters Score -1.981986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 139585 members 
Entering Unmasked Estep 
Score: -19819876.000000 Penalty: 5884.912598
	Iteration 82Q: 3 clusters Score -1.981988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 139585 members 
Entering Unmasked Estep 
Score: -19819874.000000 Penalty: 5884.912598
	Iteration 83Q: 3 clusters Score -1.981987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 139589 members 
Entering Unmasked Estep 
Score: -19819882.000000 Penalty: 5884.912598
	Iteration 84Q: 3 clusters Score -1.981988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 139592 members 
Entering Unmasked Estep 
Score: -19819894.000000 Penalty: 5884.912598
	Iteration 85Q: 3 clusters Score -1.981989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 139594 members 
Entering Unmasked Estep 
Score: -19819902.000000 Penalty: 5884.912598
	Iteration 86Q: 3 clusters Score -1.98199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 139596 members 
Entering Unmasked Estep 
Score: -19819898.000000 Penalty: 5884.912598
	Iteration 87Q: 3 clusters Score -1.98199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 139598 members 
Entering Unmasked Estep 
Score: -19819896.000000 Penalty: 5884.912598
	Iteration 88Q: 3 clusters Score -1.98199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 139603 members 
Entering Unmasked Estep 
Score: -19819892.000000 Penalty: 5884.912598
	Iteration 89Q: 3 clusters Score -1.981989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 139608 members 
Entering Unmasked Estep 
Score: -19819894.000000 Penalty: 5884.912598
	Iteration 90Q: 3 clusters Score -1.981989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 139617 members 
Entering Unmasked Estep 
Score: -19819904.000000 Penalty: 5884.912598
	Iteration 91Q: 3 clusters Score -1.98199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 139628 members 
Entering Unmasked Estep 
Score: -19819906.000000 Penalty: 5884.912598
	Iteration 92Q: 3 clusters Score -1.981991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 139634 members 
Entering Unmasked Estep 
Score: -19819906.000000 Penalty: 5884.912598
	Iteration 93Q: 3 clusters Score -1.981991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 139639 members 
Entering Unmasked Estep 
Score: -19819912.000000 Penalty: 5884.912598
	Iteration 94Q: 3 clusters Score -1.981991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 139642 members 
Entering Unmasked Estep 
Score: -19819910.000000 Penalty: 5884.912598
	Iteration 95Q: 3 clusters Score -1.981991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 139649 members 
Entering Unmasked Estep 
Score: -19819916.000000 Penalty: 5884.912598
	Iteration 96Q: 3 clusters Score -1.981992e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 139661 members 
Entering Unmasked Estep 
Score: -19819920.000000 Penalty: 5884.912598
	Iteration 97Q: 3 clusters Score -1.981992e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 139677 members 
Entering Unmasked Estep 
Score: -19819920.000000 Penalty: 5884.912598
	Iteration 98Q: 3 clusters Score -1.981992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 139690 members 
Entering Unmasked Estep 
Score: -19819906.000000 Penalty: 5884.912598
	Iteration 99Q: 3 clusters Score -1.981991e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 139705 members 
Entering Unmasked Estep 
Score: -19819888.000000 Penalty: 5884.912598
	Iteration 100F: 3 clusters Score -1.981989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 139714 members 
Entering Unmasked Estep 
Score: -19819890.000000 Penalty: 5884.912598
	Iteration 101Q: 3 clusters Score -1.981989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 139719 members 
Entering Unmasked Estep 
Score: -19819886.000000 Penalty: 5884.912598
	Iteration 102Q: 3 clusters Score -1.981989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 139728 members 
Entering Unmasked Estep 
Score: -19819884.000000 Penalty: 5884.912598
	Iteration 103Q: 3 clusters Score -1.981988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 139739 members 
Entering Unmasked Estep 
Score: -19819880.000000 Penalty: 5884.912598
	Iteration 104Q: 3 clusters Score -1.981988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 139749 members 
Entering Unmasked Estep 
Score: -19819900.000000 Penalty: 5884.912598
	Iteration 105Q: 3 clusters Score -1.98199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 139754 members 
Entering Unmasked Estep 
Score: -19819892.000000 Penalty: 5884.912598
	Iteration 106Q: 3 clusters Score -1.981989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 139758 members 
Entering Unmasked Estep 
Score: -19819896.000000 Penalty: 5884.912598
	Iteration 107Q: 3 clusters Score -1.98199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 139760 members 
Entering Unmasked Estep 
Score: -19819896.000000 Penalty: 5884.912598
	Iteration 108Q: 3 clusters Score -1.98199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 139765 members 
Entering Unmasked Estep 
Score: -19819898.000000 Penalty: 5884.912598
	Iteration 109Q: 3 clusters Score -1.98199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 139771 members 
Entering Unmasked Estep 
Score: -19819888.000000 Penalty: 5884.912598
	Iteration 110Q: 3 clusters Score -1.981989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 139777 members 
Entering Unmasked Estep 
Score: -19819898.000000 Penalty: 5884.912598
	Iteration 111Q: 3 clusters Score -1.98199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 139780 members 
Entering Unmasked Estep 
Score: -19819906.000000 Penalty: 5884.912598
	Iteration 112Q: 3 clusters Score -1.981991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 139783 members 
Entering Unmasked Estep 
Score: -19819924.000000 Penalty: 5884.912598
	Iteration 113Q: 3 clusters Score -1.981992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 139788 members 
Entering Unmasked Estep 
Score: -19819918.000000 Penalty: 5884.912598
	Iteration 114Q: 3 clusters Score -1.981992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 139796 members 
Entering Unmasked Estep 
Score: -19819926.000000 Penalty: 5884.912598
	Iteration 115Q: 3 clusters Score -1.981993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 139804 members 
Entering Unmasked Estep 
Score: -19819912.000000 Penalty: 5884.912598
	Iteration 116Q: 3 clusters Score -1.981991e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 139811 members 
Entering Unmasked Estep 
Score: -19819898.000000 Penalty: 5884.912598
	Iteration 117Q: 3 clusters Score -1.98199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 139819 members 
Entering Unmasked Estep 
Score: -19819902.000000 Penalty: 5884.912598
	Iteration 118Q: 3 clusters Score -1.98199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 139827 members 
Entering Unmasked Estep 
Score: -19819908.000000 Penalty: 5884.912598
	Iteration 119Q: 3 clusters Score -1.981991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 139832 members 
Entering Unmasked Estep 
Score: -19819910.000000 Penalty: 5884.912598
	Iteration 120F: 3 clusters Score -1.981991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 139838 members 
Entering Unmasked Estep 
Score: -19819896.000000 Penalty: 5884.912598
	Iteration 121Q: 3 clusters Score -1.98199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 139843 members 
Entering Unmasked Estep 
Score: -19819876.000000 Penalty: 5884.912598
	Iteration 122Q: 3 clusters Score -1.981988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 139849 members 
Entering Unmasked Estep 
Score: -19819868.000000 Penalty: 5884.912598
	Iteration 123Q: 3 clusters Score -1.981987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 139855 members 
Entering Unmasked Estep 
Score: -19819862.000000 Penalty: 5884.912598
	Iteration 124Q: 3 clusters Score -1.981986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 139860 members 
Entering Unmasked Estep 
Score: -19819866.000000 Penalty: 5884.912598
	Iteration 125Q: 3 clusters Score -1.981987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 139864 members 
Entering Unmasked Estep 
Score: -19819866.000000 Penalty: 5884.912598
	Iteration 126Q: 3 clusters Score -1.981987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 139864 members 
Entering Unmasked Estep 
Score: -19819860.000000 Penalty: 5884.912598
	Iteration 127Q: 3 clusters Score -1.981986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 139864 members 
Entering Unmasked Estep 
Score: -19819860.000000 Penalty: 5884.912598
	Iteration 128F: 3 clusters Score -1.981986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Entering Unmasked Estep 
Score: -309102.937500 Penalty: 1942.929321
	Iteration 0F: 2 clusters Score -309102.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -306343.906250 Penalty: 3885.858643
	Iteration 0F: 3 clusters Score -306343.9 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -308693.656250 Penalty: 3885.858643
	Iteration 1F: 3 clusters Score -308693.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -311032.937500 Penalty: 3885.858643
	Iteration 2F: 3 clusters Score -311032.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -312279.750000 Penalty: 3885.858643
	Iteration 3F: 3 clusters Score -312279.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -312831.968750 Penalty: 3885.858643
	Iteration 4Q: 3 clusters Score -312832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -313421.968750 Penalty: 3885.858643
	Iteration 5Q: 3 clusters Score -313422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -313519.687500 Penalty: 3885.858643
	Iteration 6Q: 3 clusters Score -313519.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -313592.812500 Penalty: 3885.858643
	Iteration 7Q: 3 clusters Score -313592.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -313702.437500 Penalty: 3885.858643
	Iteration 8Q: 3 clusters Score -313702.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -313905.750000 Penalty: 3885.858643
	Iteration 9Q: 3 clusters Score -313905.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -314037.656250 Penalty: 3885.858643
	Iteration 10Q: 3 clusters Score -314037.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -314092.156250 Penalty: 3885.858643
	Iteration 11Q: 3 clusters Score -314092.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -314104.625000 Penalty: 3885.858643
	Iteration 12Q: 3 clusters Score -314104.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -314109.000000 Penalty: 3885.858643
	Iteration 13Q: 3 clusters Score -314109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -314111.156250 Penalty: 3885.858643
	Iteration 14Q: 3 clusters Score -314111.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -314111.156250 Penalty: 3885.858643
	Iteration 15F: 3 clusters Score -314111.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 71914 members 
Mstep: Class 2 contains 6810 members 
Mstep: Class 3 contains 30823 members 
Mstep: Class 4 contains 13142 members 
Mstep: Class 5 contains 72596 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 13921 members 
Mstep: Class 8 contains 207123 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 10 contains 7630 members 
Mstep: Class 11 contains 4344 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 17671 members 
Mstep: Class 14 contains 13450 members 
Mstep: Class 15 contains 5282 members 
Mstep: Class 16 contains 28888 members 
Mstep: Class 17 contains 2162 members 
Mstep: Class 18 contains 160896 members 
Mstep: Class 19 contains 142165 members 
Mstep: Class 20 contains 15807 members 
Mstep: Class 21 contains 1577 members 
Mstep: Class 22 contains 21223 members 
Mstep: Class 23 contains 7904 members 
Mstep: Class 24 contains 46094 members 
Mstep: Class 25 contains 107453 members 
Mstep: Class 26 contains 42029 members 
Mstep: Class 27 contains 949 members 
Entering Unmasked Estep 
Score: -142889536.000000 Penalty: 92857.703125
Splitting cluster 21 changes total score from -142874912.000000 to -142889536.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 22 (21223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Entering Unmasked Estep 
Score: -2991087.750000 Penalty: 2470.784668
	Iteration 0F: 2 clusters Score -2991088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2976276.000000 Penalty: 4941.569336
	Iteration 0F: 3 clusters Score -2976276 nChanged 9293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2981300.500000 Penalty: 4941.569336
	Iteration 1F: 3 clusters Score -2981300 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2981944.250000 Penalty: 4941.569336
	Iteration 2F: 3 clusters Score -2981944 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2982612.000000 Penalty: 4941.569336
	Iteration 3F: 3 clusters Score -2982612 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2983315.250000 Penalty: 4941.569336
	Iteration 4F: 3 clusters Score -2983315 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2984089.250000 Penalty: 4941.569336
	Iteration 5F: 3 clusters Score -2984089 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2984926.750000 Penalty: 4941.569336
	Iteration 6F: 3 clusters Score -2984927 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2985857.250000 Penalty: 4941.569336
	Iteration 7F: 3 clusters Score -2985857 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2986734.750000 Penalty: 4941.569336
	Iteration 8F: 3 clusters Score -2986735 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2987457.250000 Penalty: 4941.569336
	Iteration 9Q: 3 clusters Score -2987457 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2987963.750000 Penalty: 4941.569336
	Iteration 10Q: 3 clusters Score -2987964 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2988325.000000 Penalty: 4941.569336
	Iteration 11Q: 3 clusters Score -2988325 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2988623.250000 Penalty: 4941.569336
	Iteration 12Q: 3 clusters Score -2988623 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2988838.250000 Penalty: 4941.569336
	Iteration 13Q: 3 clusters Score -2988838 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2989030.250000 Penalty: 4941.569336
	Iteration 14Q: 3 clusters Score -2989030 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2989203.750000 Penalty: 4941.569336
	Iteration 15Q: 3 clusters Score -2989204 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2989339.250000 Penalty: 4941.569336
	Iteration 16Q: 3 clusters Score -2989339 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2989458.000000 Penalty: 4941.569336
	Iteration 17Q: 3 clusters Score -2989458 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2989535.500000 Penalty: 4941.569336
	Iteration 18Q: 3 clusters Score -2989536 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2989616.500000 Penalty: 4941.569336
	Iteration 19Q: 3 clusters Score -2989616 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2989680.000000 Penalty: 4941.569336
	Iteration 20F: 3 clusters Score -2989680 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2989731.250000 Penalty: 4941.569336
	Iteration 21Q: 3 clusters Score -2989731 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -2989775.000000 Penalty: 4941.569336
	Iteration 22Q: 3 clusters Score -2989775 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2989798.000000 Penalty: 4941.569336
	Iteration 23Q: 3 clusters Score -2989798 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2989825.250000 Penalty: 4941.569336
	Iteration 24Q: 3 clusters Score -2989825 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2989842.500000 Penalty: 4941.569336
	Iteration 25Q: 3 clusters Score -2989842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2989848.750000 Penalty: 4941.569336
	Iteration 26Q: 3 clusters Score -2989849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -2989862.500000 Penalty: 4941.569336
	Iteration 27Q: 3 clusters Score -2989862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -2989873.000000 Penalty: 4941.569336
	Iteration 28Q: 3 clusters Score -2989873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2989880.000000 Penalty: 4941.569336
	Iteration 29Q: 3 clusters Score -2989880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2989895.000000 Penalty: 4941.569336
	Iteration 30Q: 3 clusters Score -2989895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2989908.750000 Penalty: 4941.569336
	Iteration 31Q: 3 clusters Score -2989909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2989920.250000 Penalty: 4941.569336
	Iteration 32Q: 3 clusters Score -2989920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2989932.750000 Penalty: 4941.569336
	Iteration 33Q: 3 clusters Score -2989933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2989925.250000 Penalty: 4941.569336
	Iteration 34Q: 3 clusters Score -2989925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2989939.500000 Penalty: 4941.569336
	Iteration 35Q: 3 clusters Score -2989940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -2989933.250000 Penalty: 4941.569336
	Iteration 36Q: 3 clusters Score -2989933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -2989936.250000 Penalty: 4941.569336
	Iteration 37Q: 3 clusters Score -2989936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -2989938.000000 Penalty: 4941.569336
	Iteration 38Q: 3 clusters Score -2989938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -2989936.250000 Penalty: 4941.569336
	Iteration 39Q: 3 clusters Score -2989936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -2989936.250000 Penalty: 4941.569336
	Iteration 40F: 3 clusters Score -2989936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (46094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Entering Unmasked Estep 
Score: -6436391.000000 Penalty: 2663.132568
	Iteration 0F: 2 clusters Score -6436391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -6405505.500000 Penalty: 5326.265137
	Iteration 0F: 3 clusters Score -6405506 nChanged 21138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -6417041.000000 Penalty: 5326.265137
	Iteration 1F: 3 clusters Score -6417041 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -6417604.000000 Penalty: 5326.265137
	Iteration 2Q: 3 clusters Score -6417604 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -6418150.000000 Penalty: 5326.265137
	Iteration 3Q: 3 clusters Score -6418150 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -6418761.000000 Penalty: 5326.265137
	Iteration 4Q: 3 clusters Score -6418761 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -6419649.500000 Penalty: 5326.265137
	Iteration 5Q: 3 clusters Score -6419650 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -6420989.500000 Penalty: 5326.265137
	Iteration 6F: 3 clusters Score -6420990 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -6423051.000000 Penalty: 5326.265137
	Iteration 7F: 3 clusters Score -6423051 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -6425885.000000 Penalty: 5326.265137
	Iteration 8F: 3 clusters Score -6425885 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -6429115.000000 Penalty: 5326.265137
	Iteration 9F: 3 clusters Score -6429115 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -6431585.000000 Penalty: 5326.265137
	Iteration 10F: 3 clusters Score -6431585 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -6432941.500000 Penalty: 5326.265137
	Iteration 11Q: 3 clusters Score -6432942 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -6433652.000000 Penalty: 5326.265137
	Iteration 12Q: 3 clusters Score -6433652 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -6433955.000000 Penalty: 5326.265137
	Iteration 13Q: 3 clusters Score -6433955 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -6434113.000000 Penalty: 5326.265137
	Iteration 14Q: 3 clusters Score -6434113 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -6434204.500000 Penalty: 5326.265137
	Iteration 15Q: 3 clusters Score -6434204 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -6434264.000000 Penalty: 5326.265137
	Iteration 16Q: 3 clusters Score -6434264 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -6434299.000000 Penalty: 5326.265137
	Iteration 17Q: 3 clusters Score -6434299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -6434326.500000 Penalty: 5326.265137
	Iteration 18Q: 3 clusters Score -6434326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -6434337.500000 Penalty: 5326.265137
	Iteration 19Q: 3 clusters Score -6434338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -6434360.000000 Penalty: 5326.265137
	Iteration 20F: 3 clusters Score -6434360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -6434383.000000 Penalty: 5326.265137
	Iteration 21Q: 3 clusters Score -6434383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -6434396.000000 Penalty: 5326.265137
	Iteration 22Q: 3 clusters Score -6434396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -6434403.500000 Penalty: 5326.265137
	Iteration 23Q: 3 clusters Score -6434404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -6434410.000000 Penalty: 5326.265137
	Iteration 24Q: 3 clusters Score -6434410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -6434403.500000 Penalty: 5326.265137
	Iteration 25Q: 3 clusters Score -6434404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -6434419.500000 Penalty: 5326.265137
	Iteration 26Q: 3 clusters Score -6434420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -6434418.000000 Penalty: 5326.265137
	Iteration 27Q: 3 clusters Score -6434418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -6434417.500000 Penalty: 5326.265137
	Iteration 28Q: 3 clusters Score -6434418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -6434412.500000 Penalty: 5326.265137
	Iteration 29Q: 3 clusters Score -6434412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -6434412.500000 Penalty: 5326.265137
	Iteration 30F: 3 clusters Score -6434412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 71914 members 
Mstep: Class 2 contains 6810 members 
Mstep: Class 3 contains 30823 members 
Mstep: Class 4 contains 13142 members 
Mstep: Class 5 contains 72596 members 
Mstep: Class 7 contains 13921 members 
Mstep: Class 8 contains 207123 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 10 contains 7630 members 
Mstep: Class 11 contains 4344 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 17671 members 
Mstep: Class 15 contains 5282 members 
Mstep: Class 16 contains 28888 members 
Mstep: Class 17 contains 2162 members 
Mstep: Class 18 contains 160896 members 
Mstep: Class 19 contains 142165 members 
Mstep: Class 21 contains 1577 members 
Mstep: Class 22 contains 21223 members 
Mstep: Class 24 contains 46094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142895424.000000 Penalty: 92857.703125
Iteration 39Q: 28 clusters Score -1.428954e+08 nChanged 16671
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 71760 members 
Mstep: Class 2 contains 6733 members 
Mstep: Class 3 contains 30552 members 
Mstep: Class 4 contains 13353 members 
Mstep: Class 5 contains 71980 members 
Mstep: Class 6 contains 2393 members 
Mstep: Class 7 contains 14010 members 
Mstep: Class 8 contains 207198 members 
Mstep: Class 9 contains 3090 members 
Mstep: Class 10 contains 7584 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 6711 members 
Mstep: Class 13 contains 17772 members 
Mstep: Class 14 contains 12570 members 
Mstep: Class 15 contains 5576 members 
Mstep: Class 16 contains 28868 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 18 contains 161479 members 
Mstep: Class 19 contains 143230 members 
Mstep: Class 20 contains 15442 members 
Mstep: Class 21 contains 1624 members 
Mstep: Class 22 contains 21949 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 46446 members 
Mstep: Class 25 contains 105727 members 
Mstep: Class 26 contains 41649 members 
Mstep: Class 27 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142901824.000000 Penalty: 92857.703125
Iteration 40F: 28 clusters Score -1.429018e+08 nChanged 17597
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 71318 members 
Mstep: Class 2 contains 6642 members 
Mstep: Class 3 contains 30153 members 
Mstep: Class 4 contains 13393 members 
Mstep: Class 5 contains 71328 members 
Mstep: Class 6 contains 2870 members 
Mstep: Class 7 contains 14258 members 
Mstep: Class 8 contains 204248 members 
Mstep: Class 9 contains 3236 members 
Mstep: Class 10 contains 7512 members 
Mstep: Class 11 contains 4435 members 
Mstep: Class 12 contains 6470 members 
Mstep: Class 13 contains 17673 members 
Mstep: Class 14 contains 12462 members 
Mstep: Class 15 contains 5755 members 
Mstep: Class 16 contains 28646 members 
Mstep: Class 17 contains 2175 members 
Mstep: Class 18 contains 160799 members 
Mstep: Class 19 contains 142955 members 
Mstep: Class 20 contains 16669 members 
Mstep: Class 21 contains 1635 members 
Mstep: Class 22 contains 22586 members 
Mstep: Class 23 contains 8918 members 
Mstep: Class 24 contains 46520 members 
Mstep: Class 25 contains 107553 members 
Mstep: Class 26 contains 42365 members 
Mstep: Class 27 contains 928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142906960.000000 Penalty: 92857.703125
Iteration 41Q: 28 clusters Score -1.42907e+08 nChanged 13739
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 6563 members 
Mstep: Class 3 contains 29729 members 
Mstep: Class 4 contains 13468 members 
Mstep: Class 5 contains 70652 members 
Mstep: Class 6 contains 3110 members 
Mstep: Class 7 contains 14487 members 
Mstep: Class 8 contains 202733 members 
Mstep: Class 9 contains 3419 members 
Mstep: Class 10 contains 7467 members 
Mstep: Class 11 contains 4474 members 
Mstep: Class 12 contains 6356 members 
Mstep: Class 13 contains 17571 members 
Mstep: Class 14 contains 12365 members 
Mstep: Class 15 contains 5985 members 
Mstep: Class 16 contains 28416 members 
Mstep: Class 17 contains 2211 members 
Mstep: Class 18 contains 159649 members 
Mstep: Class 19 contains 142465 members 
Mstep: Class 20 contains 17582 members 
Mstep: Class 21 contains 1633 members 
Mstep: Class 22 contains 23225 members 
Mstep: Class 23 contains 9487 members 
Mstep: Class 24 contains 46534 members 
Mstep: Class 25 contains 109252 members 
Mstep: Class 26 contains 42828 members 
Mstep: Class 27 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142910416.000000 Penalty: 92857.703125
Iteration 42Q: 28 clusters Score -1.429104e+08 nChanged 12142
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 70485 members 
Mstep: Class 2 contains 6503 members 
Mstep: Class 3 contains 29386 members 
Mstep: Class 4 contains 13521 members 
Mstep: Class 5 contains 69985 members 
Mstep: Class 6 contains 3281 members 
Mstep: Class 7 contains 14697 members 
Mstep: Class 8 contains 201749 members 
Mstep: Class 9 contains 3589 members 
Mstep: Class 10 contains 7413 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 12 contains 6302 members 
Mstep: Class 13 contains 17444 members 
Mstep: Class 14 contains 12292 members 
Mstep: Class 15 contains 6192 members 
Mstep: Class 16 contains 28171 members 
Mstep: Class 17 contains 2256 members 
Mstep: Class 18 contains 158509 members 
Mstep: Class 19 contains 141827 members 
Mstep: Class 20 contains 18367 members 
Mstep: Class 21 contains 1636 members 
Mstep: Class 22 contains 23829 members 
Mstep: Class 23 contains 9999 members 
Mstep: Class 24 contains 46557 members 
Mstep: Class 25 contains 110900 members 
Mstep: Class 26 contains 43167 members 
Mstep: Class 27 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142912368.000000 Penalty: 92857.703125
Iteration 43Q: 28 clusters Score -1.429124e+08 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 70082 members 
Mstep: Class 2 contains 6454 members 
Mstep: Class 3 contains 28975 members 
Mstep: Class 4 contains 13556 members 
Mstep: Class 5 contains 69322 members 
Mstep: Class 6 contains 3418 members 
Mstep: Class 7 contains 14871 members 
Mstep: Class 8 contains 200948 members 
Mstep: Class 9 contains 3733 members 
Mstep: Class 10 contains 7403 members 
Mstep: Class 11 contains 4556 members 
Mstep: Class 12 contains 6255 members 
Mstep: Class 13 contains 17339 members 
Mstep: Class 14 contains 12215 members 
Mstep: Class 15 contains 6399 members 
Mstep: Class 16 contains 27945 members 
Mstep: Class 17 contains 2294 members 
Mstep: Class 18 contains 157466 members 
Mstep: Class 19 contains 141197 members 
Mstep: Class 20 contains 19099 members 
Mstep: Class 21 contains 1635 members 
Mstep: Class 22 contains 24423 members 
Mstep: Class 23 contains 10473 members 
Mstep: Class 24 contains 46536 members 
Mstep: Class 25 contains 112548 members 
Mstep: Class 26 contains 43429 members 
Mstep: Class 27 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142915168.000000 Penalty: 92857.703125
Iteration 44Q: 28 clusters Score -1.429152e+08 nChanged 10349
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69648 members 
Mstep: Class 2 contains 6423 members 
Mstep: Class 3 contains 28599 members 
Mstep: Class 4 contains 13574 members 
Mstep: Class 5 contains 68677 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 15015 members 
Mstep: Class 8 contains 200233 members 
Mstep: Class 9 contains 3857 members 
Mstep: Class 10 contains 7401 members 
Mstep: Class 11 contains 4615 members 
Mstep: Class 12 contains 6218 members 
Mstep: Class 13 contains 17245 members 
Mstep: Class 14 contains 12126 members 
Mstep: Class 15 contains 6570 members 
Mstep: Class 16 contains 27764 members 
Mstep: Class 17 contains 2329 members 
Mstep: Class 18 contains 156409 members 
Mstep: Class 19 contains 140642 members 
Mstep: Class 20 contains 19790 members 
Mstep: Class 21 contains 1636 members 
Mstep: Class 22 contains 25021 members 
Mstep: Class 23 contains 10891 members 
Mstep: Class 24 contains 46518 members 
Mstep: Class 25 contains 114155 members 
Mstep: Class 26 contains 43661 members 
Mstep: Class 27 contains 932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142917408.000000 Penalty: 92857.703125
Iteration 45Q: 28 clusters Score -1.429174e+08 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69178 members 
Mstep: Class 2 contains 6395 members 
Mstep: Class 3 contains 28244 members 
Mstep: Class 4 contains 13597 members 
Mstep: Class 5 contains 68056 members 
Mstep: Class 6 contains 3665 members 
Mstep: Class 7 contains 15131 members 
Mstep: Class 8 contains 199561 members 
Mstep: Class 9 contains 3980 members 
Mstep: Class 10 contains 7385 members 
Mstep: Class 11 contains 4705 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 17130 members 
Mstep: Class 14 contains 12037 members 
Mstep: Class 15 contains 6698 members 
Mstep: Class 16 contains 27622 members 
Mstep: Class 17 contains 2359 members 
Mstep: Class 18 contains 155505 members 
Mstep: Class 19 contains 140229 members 
Mstep: Class 20 contains 20420 members 
Mstep: Class 21 contains 1638 members 
Mstep: Class 22 contains 25552 members 
Mstep: Class 23 contains 11278 members 
Mstep: Class 24 contains 46490 members 
Mstep: Class 25 contains 115660 members 
Mstep: Class 26 contains 43852 members 
Mstep: Class 27 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142918432.000000 Penalty: 92857.703125
Iteration 46Q: 28 clusters Score -1.429184e+08 nChanged 9258
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68769 members 
Mstep: Class 2 contains 6381 members 
Mstep: Class 3 contains 27902 members 
Mstep: Class 4 contains 13621 members 
Mstep: Class 5 contains 67409 members 
Mstep: Class 6 contains 3760 members 
Mstep: Class 7 contains 15225 members 
Mstep: Class 8 contains 199026 members 
Mstep: Class 9 contains 4083 members 
Mstep: Class 10 contains 7382 members 
Mstep: Class 11 contains 4781 members 
Mstep: Class 12 contains 6176 members 
Mstep: Class 13 contains 17021 members 
Mstep: Class 14 contains 11951 members 
Mstep: Class 15 contains 6829 members 
Mstep: Class 16 contains 27501 members 
Mstep: Class 17 contains 2389 members 
Mstep: Class 18 contains 154638 members 
Mstep: Class 19 contains 139826 members 
Mstep: Class 20 contains 20989 members 
Mstep: Class 21 contains 1641 members 
Mstep: Class 22 contains 26096 members 
Mstep: Class 23 contains 11605 members 
Mstep: Class 24 contains 46489 members 
Mstep: Class 25 contains 117056 members 
Mstep: Class 26 contains 44020 members 
Mstep: Class 27 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142919776.000000 Penalty: 92857.703125
Iteration 47Q: 28 clusters Score -1.429198e+08 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68404 members 
Mstep: Class 2 contains 6363 members 
Mstep: Class 3 contains 27598 members 
Mstep: Class 4 contains 13640 members 
Mstep: Class 5 contains 66770 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 15305 members 
Mstep: Class 8 contains 198604 members 
Mstep: Class 9 contains 4164 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 4857 members 
Mstep: Class 12 contains 6157 members 
Mstep: Class 13 contains 16940 members 
Mstep: Class 14 contains 11867 members 
Mstep: Class 15 contains 6919 members 
Mstep: Class 16 contains 27401 members 
Mstep: Class 17 contains 2419 members 
Mstep: Class 18 contains 153772 members 
Mstep: Class 19 contains 139418 members 
Mstep: Class 20 contains 21495 members 
Mstep: Class 21 contains 1643 members 
Mstep: Class 22 contains 26595 members 
Mstep: Class 23 contains 11917 members 
Mstep: Class 24 contains 46470 members 
Mstep: Class 25 contains 118420 members 
Mstep: Class 26 contains 44196 members 
Mstep: Class 27 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142920608.000000 Penalty: 92857.703125
Iteration 48Q: 28 clusters Score -1.429206e+08 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68016 members 
Mstep: Class 2 contains 6355 members 
Mstep: Class 3 contains 27343 members 
Mstep: Class 4 contains 13667 members 
Mstep: Class 5 contains 66107 members 
Mstep: Class 6 contains 3912 members 
Mstep: Class 7 contains 15381 members 
Mstep: Class 8 contains 198142 members 
Mstep: Class 9 contains 4232 members 
Mstep: Class 10 contains 7385 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 6147 members 
Mstep: Class 13 contains 16862 members 
Mstep: Class 14 contains 11764 members 
Mstep: Class 15 contains 6998 members 
Mstep: Class 16 contains 27306 members 
Mstep: Class 17 contains 2450 members 
Mstep: Class 18 contains 152997 members 
Mstep: Class 19 contains 139057 members 
Mstep: Class 20 contains 21943 members 
Mstep: Class 21 contains 1646 members 
Mstep: Class 22 contains 27075 members 
Mstep: Class 23 contains 12220 members 
Mstep: Class 24 contains 46464 members 
Mstep: Class 25 contains 119823 members 
Mstep: Class 26 contains 44335 members 
Mstep: Class 27 contains 941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142921216.000000 Penalty: 92857.703125
Iteration 49Q: 28 clusters Score -1.429212e+08 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 67651 members 
Mstep: Class 2 contains 6345 members 
Mstep: Class 3 contains 27106 members 
Mstep: Class 4 contains 13705 members 
Mstep: Class 5 contains 65400 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 15449 members 
Mstep: Class 8 contains 197618 members 
Mstep: Class 9 contains 4318 members 
Mstep: Class 10 contains 7405 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 6143 members 
Mstep: Class 13 contains 16796 members 
Mstep: Class 14 contains 11656 members 
Mstep: Class 15 contains 7061 members 
Mstep: Class 16 contains 27221 members 
Mstep: Class 17 contains 2481 members 
Mstep: Class 18 contains 152497 members 
Mstep: Class 19 contains 138742 members 
Mstep: Class 20 contains 22331 members 
Mstep: Class 21 contains 1651 members 
Mstep: Class 22 contains 27546 members 
Mstep: Class 23 contains 12504 members 
Mstep: Class 24 contains 46423 members 
Mstep: Class 25 contains 121091 members 
Mstep: Class 26 contains 44456 members 
Mstep: Class 27 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142921968.000000 Penalty: 92857.703125
Iteration 50Q: 28 clusters Score -1.42922e+08 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 67387 members 
Mstep: Class 2 contains 6336 members 
Mstep: Class 3 contains 26869 members 
Mstep: Class 4 contains 13745 members 
Mstep: Class 5 contains 64690 members 
Mstep: Class 6 contains 3984 members 
Mstep: Class 7 contains 15501 members 
Mstep: Class 8 contains 196981 members 
Mstep: Class 9 contains 4398 members 
Mstep: Class 10 contains 7426 members 
Mstep: Class 11 contains 5074 members 
Mstep: Class 12 contains 6131 members 
Mstep: Class 13 contains 16719 members 
Mstep: Class 14 contains 11574 members 
Mstep: Class 15 contains 7116 members 
Mstep: Class 16 contains 27131 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 152141 members 
Mstep: Class 19 contains 138510 members 
Mstep: Class 20 contains 22663 members 
Mstep: Class 21 contains 1652 members 
Mstep: Class 22 contains 27965 members 
Mstep: Class 23 contains 12775 members 
Mstep: Class 24 contains 46398 members 
Mstep: Class 25 contains 122339 members 
Mstep: Class 26 contains 44536 members 
Mstep: Class 27 contains 946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142922736.000000 Penalty: 92857.703125
Iteration 51Q: 28 clusters Score -1.429227e+08 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 67167 members 
Mstep: Class 2 contains 6329 members 
Mstep: Class 3 contains 26686 members 
Mstep: Class 4 contains 13778 members 
Mstep: Class 5 contains 63995 members 
Mstep: Class 6 contains 4002 members 
Mstep: Class 7 contains 15545 members 
Mstep: Class 8 contains 196318 members 
Mstep: Class 9 contains 4471 members 
Mstep: Class 10 contains 7450 members 
Mstep: Class 11 contains 5147 members 
Mstep: Class 12 contains 6109 members 
Mstep: Class 13 contains 16650 members 
Mstep: Class 14 contains 11499 members 
Mstep: Class 15 contains 7157 members 
Mstep: Class 16 contains 27049 members 
Mstep: Class 17 contains 2542 members 
Mstep: Class 18 contains 151843 members 
Mstep: Class 19 contains 138386 members 
Mstep: Class 20 contains 22958 members 
Mstep: Class 21 contains 1655 members 
Mstep: Class 22 contains 28354 members 
Mstep: Class 23 contains 13032 members 
Mstep: Class 24 contains 46397 members 
Mstep: Class 25 contains 123441 members 
Mstep: Class 26 contains 44596 members 
Mstep: Class 27 contains 946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142924240.000000 Penalty: 92857.703125
Iteration 52Q: 28 clusters Score -1.429242e+08 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 66924 members 
Mstep: Class 2 contains 6323 members 
Mstep: Class 3 contains 26498 members 
Mstep: Class 4 contains 13803 members 
Mstep: Class 5 contains 63319 members 
Mstep: Class 6 contains 4022 members 
Mstep: Class 7 contains 15586 members 
Mstep: Class 8 contains 195655 members 
Mstep: Class 9 contains 4528 members 
Mstep: Class 10 contains 7465 members 
Mstep: Class 11 contains 5206 members 
Mstep: Class 12 contains 6086 members 
Mstep: Class 13 contains 16587 members 
Mstep: Class 14 contains 11435 members 
Mstep: Class 15 contains 7185 members 
Mstep: Class 16 contains 26981 members 
Mstep: Class 17 contains 2567 members 
Mstep: Class 18 contains 151604 members 
Mstep: Class 19 contains 138319 members 
Mstep: Class 20 contains 23220 members 
Mstep: Class 21 contains 1661 members 
Mstep: Class 22 contains 28755 members 
Mstep: Class 23 contains 13271 members 
Mstep: Class 24 contains 46407 members 
Mstep: Class 25 contains 124491 members 
Mstep: Class 26 contains 44653 members 
Mstep: Class 27 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142924816.000000 Penalty: 92857.703125
Iteration 53Q: 28 clusters Score -1.429248e+08 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 66624 members 
Mstep: Class 2 contains 6313 members 
Mstep: Class 3 contains 26337 members 
Mstep: Class 4 contains 13823 members 
Mstep: Class 5 contains 62639 members 
Mstep: Class 6 contains 4051 members 
Mstep: Class 7 contains 15618 members 
Mstep: Class 8 contains 195045 members 
Mstep: Class 9 contains 4572 members 
Mstep: Class 10 contains 7486 members 
Mstep: Class 11 contains 5269 members 
Mstep: Class 12 contains 6078 members 
Mstep: Class 13 contains 16523 members 
Mstep: Class 14 contains 11397 members 
Mstep: Class 15 contains 7208 members 
Mstep: Class 16 contains 26904 members 
Mstep: Class 17 contains 2587 members 
Mstep: Class 18 contains 151370 members 
Mstep: Class 19 contains 138250 members 
Mstep: Class 20 contains 23491 members 
Mstep: Class 21 contains 1663 members 
Mstep: Class 22 contains 29159 members 
Mstep: Class 23 contains 13526 members 
Mstep: Class 24 contains 46417 members 
Mstep: Class 25 contains 125487 members 
Mstep: Class 26 contains 44712 members 
Mstep: Class 27 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142925600.000000 Penalty: 92857.703125
Iteration 54Q: 28 clusters Score -1.429256e+08 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 66286 members 
Mstep: Class 2 contains 6300 members 
Mstep: Class 3 contains 26189 members 
Mstep: Class 4 contains 13842 members 
Mstep: Class 5 contains 61986 members 
Mstep: Class 6 contains 4066 members 
Mstep: Class 7 contains 15633 members 
Mstep: Class 8 contains 194256 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 7495 members 
Mstep: Class 11 contains 5338 members 
Mstep: Class 12 contains 6074 members 
Mstep: Class 13 contains 16506 members 
Mstep: Class 14 contains 11345 members 
Mstep: Class 15 contains 7233 members 
Mstep: Class 16 contains 26855 members 
Mstep: Class 17 contains 2609 members 
Mstep: Class 18 contains 151448 members 
Mstep: Class 19 contains 138152 members 
Mstep: Class 20 contains 23756 members 
Mstep: Class 21 contains 1665 members 
Mstep: Class 22 contains 29539 members 
Mstep: Class 23 contains 13761 members 
Mstep: Class 24 contains 46432 members 
Mstep: Class 25 contains 126437 members 
Mstep: Class 26 contains 44743 members 
Mstep: Class 27 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142926064.000000 Penalty: 92857.703125
Iteration 55Q: 28 clusters Score -1.429261e+08 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65970 members 
Mstep: Class 2 contains 6298 members 
Mstep: Class 3 contains 26052 members 
Mstep: Class 4 contains 13868 members 
Mstep: Class 5 contains 61300 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 15644 members 
Mstep: Class 8 contains 193436 members 
Mstep: Class 9 contains 4640 members 
Mstep: Class 10 contains 7497 members 
Mstep: Class 11 contains 5393 members 
Mstep: Class 12 contains 6067 members 
Mstep: Class 13 contains 16506 members 
Mstep: Class 14 contains 11311 members 
Mstep: Class 15 contains 7249 members 
Mstep: Class 16 contains 26812 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 151711 members 
Mstep: Class 19 contains 138133 members 
Mstep: Class 20 contains 24001 members 
Mstep: Class 21 contains 1665 members 
Mstep: Class 22 contains 29877 members 
Mstep: Class 23 contains 13975 members 
Mstep: Class 24 contains 46466 members 
Mstep: Class 25 contains 127192 members 
Mstep: Class 26 contains 44773 members 
Mstep: Class 27 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142927104.000000 Penalty: 92857.703125
Iteration 56Q: 28 clusters Score -1.429271e+08 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65660 members 
Mstep: Class 2 contains 6291 members 
Mstep: Class 3 contains 25910 members 
Mstep: Class 4 contains 13878 members 
Mstep: Class 5 contains 60688 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 15654 members 
Mstep: Class 8 contains 192643 members 
Mstep: Class 9 contains 4670 members 
Mstep: Class 10 contains 7493 members 
Mstep: Class 11 contains 5438 members 
Mstep: Class 12 contains 6060 members 
Mstep: Class 13 contains 16522 members 
Mstep: Class 14 contains 11297 members 
Mstep: Class 15 contains 7283 members 
Mstep: Class 16 contains 26763 members 
Mstep: Class 17 contains 2634 members 
Mstep: Class 18 contains 152041 members 
Mstep: Class 19 contains 138121 members 
Mstep: Class 20 contains 24241 members 
Mstep: Class 21 contains 1665 members 
Mstep: Class 22 contains 30198 members 
Mstep: Class 23 contains 14176 members 
Mstep: Class 24 contains 46491 members 
Mstep: Class 25 contains 127835 members 
Mstep: Class 26 contains 44785 members 
Mstep: Class 27 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142926992.000000 Penalty: 92857.703125
Iteration 57Q: 28 clusters Score -1.42927e+08 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65346 members 
Mstep: Class 2 contains 6284 members 
Mstep: Class 3 contains 25772 members 
Mstep: Class 4 contains 13906 members 
Mstep: Class 5 contains 60127 members 
Mstep: Class 6 contains 4134 members 
Mstep: Class 7 contains 15662 members 
Mstep: Class 8 contains 191873 members 
Mstep: Class 9 contains 4718 members 
Mstep: Class 10 contains 7503 members 
Mstep: Class 11 contains 5478 members 
Mstep: Class 12 contains 6054 members 
Mstep: Class 13 contains 16536 members 
Mstep: Class 14 contains 11260 members 
Mstep: Class 15 contains 7318 members 
Mstep: Class 16 contains 26706 members 
Mstep: Class 17 contains 2644 members 
Mstep: Class 18 contains 152374 members 
Mstep: Class 19 contains 138122 members 
Mstep: Class 20 contains 24473 members 
Mstep: Class 21 contains 1665 members 
Mstep: Class 22 contains 30518 members 
Mstep: Class 23 contains 14354 members 
Mstep: Class 24 contains 46534 members 
Mstep: Class 25 contains 128386 members 
Mstep: Class 26 contains 44801 members 
Mstep: Class 27 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142927648.000000 Penalty: 92857.703125
Iteration 58Q: 28 clusters Score -1.429276e+08 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65031 members 
Mstep: Class 2 contains 6279 members 
Mstep: Class 3 contains 25627 members 
Mstep: Class 4 contains 13924 members 
Mstep: Class 5 contains 59642 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 15663 members 
Mstep: Class 8 contains 191154 members 
Mstep: Class 9 contains 4763 members 
Mstep: Class 10 contains 7512 members 
Mstep: Class 11 contains 5520 members 
Mstep: Class 12 contains 6052 members 
Mstep: Class 13 contains 16557 members 
Mstep: Class 14 contains 11231 members 
Mstep: Class 15 contains 7350 members 
Mstep: Class 16 contains 26659 members 
Mstep: Class 17 contains 2659 members 
Mstep: Class 18 contains 152664 members 
Mstep: Class 19 contains 138130 members 
Mstep: Class 20 contains 24704 members 
Mstep: Class 21 contains 1663 members 
Mstep: Class 22 contains 30849 members 
Mstep: Class 23 contains 14499 members 
Mstep: Class 24 contains 46600 members 
Mstep: Class 25 contains 128836 members 
Mstep: Class 26 contains 44837 members 
Mstep: Class 27 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142928048.000000 Penalty: 92857.703125
Iteration 59Q: 28 clusters Score -1.42928e+08 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 64733 members 
Mstep: Class 2 contains 6274 members 
Mstep: Class 3 contains 25486 members 
Mstep: Class 4 contains 13939 members 
Mstep: Class 5 contains 59180 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15663 members 
Mstep: Class 8 contains 190490 members 
Mstep: Class 9 contains 4802 members 
Mstep: Class 10 contains 7524 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 6050 members 
Mstep: Class 13 contains 16602 members 
Mstep: Class 14 contains 11224 members 
Mstep: Class 15 contains 7373 members 
Mstep: Class 16 contains 26602 members 
Mstep: Class 17 contains 2677 members 
Mstep: Class 18 contains 152968 members 
Mstep: Class 19 contains 138111 members 
Mstep: Class 20 contains 24917 members 
Mstep: Class 21 contains 1660 members 
Mstep: Class 22 contains 31137 members 
Mstep: Class 23 contains 14636 members 
Mstep: Class 24 contains 46655 members 
Mstep: Class 25 contains 129290 members 
Mstep: Class 26 contains 44856 members 
Mstep: Class 27 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142928336.000000 Penalty: 92857.703125
Iteration 60F: 28 clusters Score -1.429283e+08 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 64418 members 
Mstep: Class 2 contains 6265 members 
Mstep: Class 3 contains 25370 members 
Mstep: Class 4 contains 13953 members 
Mstep: Class 5 contains 58751 members 
Mstep: Class 6 contains 4193 members 
Mstep: Class 7 contains 15664 members 
Mstep: Class 8 contains 189895 members 
Mstep: Class 9 contains 4839 members 
Mstep: Class 10 contains 7531 members 
Mstep: Class 11 contains 5578 members 
Mstep: Class 12 contains 6052 members 
Mstep: Class 13 contains 16653 members 
Mstep: Class 14 contains 11208 members 
Mstep: Class 15 contains 7390 members 
Mstep: Class 16 contains 26541 members 
Mstep: Class 17 contains 2686 members 
Mstep: Class 18 contains 153285 members 
Mstep: Class 19 contains 138090 members 
Mstep: Class 20 contains 25090 members 
Mstep: Class 21 contains 1659 members 
Mstep: Class 22 contains 31400 members 
Mstep: Class 23 contains 14741 members 
Mstep: Class 24 contains 46731 members 
Mstep: Class 25 contains 129673 members 
Mstep: Class 26 contains 44892 members 
Mstep: Class 27 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142929184.000000 Penalty: 92857.703125
Iteration 61Q: 28 clusters Score -1.429292e+08 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 64087 members 
Mstep: Class 2 contains 6249 members 
Mstep: Class 3 contains 25269 members 
Mstep: Class 4 contains 13969 members 
Mstep: Class 5 contains 58317 members 
Mstep: Class 6 contains 4225 members 
Mstep: Class 7 contains 15670 members 
Mstep: Class 8 contains 189440 members 
Mstep: Class 9 contains 4881 members 
Mstep: Class 10 contains 7545 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 6053 members 
Mstep: Class 13 contains 16692 members 
Mstep: Class 14 contains 11182 members 
Mstep: Class 15 contains 7403 members 
Mstep: Class 16 contains 26482 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 18 contains 153615 members 
Mstep: Class 19 contains 138083 members 
Mstep: Class 20 contains 25256 members 
Mstep: Class 21 contains 1661 members 
Mstep: Class 22 contains 31631 members 
Mstep: Class 23 contains 14843 members 
Mstep: Class 24 contains 46757 members 
Mstep: Class 25 contains 130001 members 
Mstep: Class 26 contains 44928 members 
Mstep: Class 27 contains 955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142929440.000000 Penalty: 92857.703125
Iteration 62Q: 28 clusters Score -1.429294e+08 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 6236 members 
Mstep: Class 3 contains 25175 members 
Mstep: Class 4 contains 13987 members 
Mstep: Class 5 contains 57929 members 
Mstep: Class 6 contains 4259 members 
Mstep: Class 7 contains 15670 members 
Mstep: Class 8 contains 189076 members 
Mstep: Class 9 contains 4919 members 
Mstep: Class 10 contains 7549 members 
Mstep: Class 11 contains 5655 members 
Mstep: Class 12 contains 6058 members 
Mstep: Class 13 contains 16689 members 
Mstep: Class 14 contains 11178 members 
Mstep: Class 15 contains 7422 members 
Mstep: Class 16 contains 26408 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 153880 members 
Mstep: Class 19 contains 138101 members 
Mstep: Class 20 contains 25393 members 
Mstep: Class 21 contains 1661 members 
Mstep: Class 22 contains 31885 members 
Mstep: Class 23 contains 14947 members 
Mstep: Class 24 contains 46783 members 
Mstep: Class 25 contains 130266 members 
Mstep: Class 26 contains 44967 members 
Mstep: Class 27 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142929664.000000 Penalty: 92857.703125
Iteration 63Q: 28 clusters Score -1.429297e+08 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 63493 members 
Mstep: Class 2 contains 6222 members 
Mstep: Class 3 contains 25096 members 
Mstep: Class 4 contains 13987 members 
Mstep: Class 5 contains 57559 members 
Mstep: Class 6 contains 4260 members 
Mstep: Class 7 contains 15670 members 
Mstep: Class 8 contains 188795 members 
Mstep: Class 9 contains 4951 members 
Mstep: Class 10 contains 7554 members 
Mstep: Class 11 contains 5698 members 
Mstep: Class 12 contains 6056 members 
Mstep: Class 13 contains 16678 members 
Mstep: Class 14 contains 11174 members 
Mstep: Class 15 contains 7436 members 
Mstep: Class 16 contains 26325 members 
Mstep: Class 17 contains 2713 members 
Mstep: Class 18 contains 154113 members 
Mstep: Class 19 contains 138108 members 
Mstep: Class 20 contains 25512 members 
Mstep: Class 21 contains 1661 members 
Mstep: Class 22 contains 32095 members 
Mstep: Class 23 contains 15082 members 
Mstep: Class 24 contains 46818 members 
Mstep: Class 25 contains 130484 members 
Mstep: Class 26 contains 45008 members 
Mstep: Class 27 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142930624.000000 Penalty: 92857.703125
Iteration 64Q: 28 clusters Score -1.429306e+08 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 6215 members 
Mstep: Class 3 contains 25009 members 
Mstep: Class 4 contains 13997 members 
Mstep: Class 5 contains 57195 members 
Mstep: Class 6 contains 4263 members 
Mstep: Class 7 contains 15668 members 
Mstep: Class 8 contains 188536 members 
Mstep: Class 9 contains 4963 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 5753 members 
Mstep: Class 12 contains 6056 members 
Mstep: Class 13 contains 16664 members 
Mstep: Class 14 contains 11168 members 
Mstep: Class 15 contains 7451 members 
Mstep: Class 16 contains 26249 members 
Mstep: Class 17 contains 2724 members 
Mstep: Class 18 contains 154332 members 
Mstep: Class 19 contains 138108 members 
Mstep: Class 20 contains 25668 members 
Mstep: Class 21 contains 1660 members 
Mstep: Class 22 contains 32300 members 
Mstep: Class 23 contains 15199 members 
Mstep: Class 24 contains 46837 members 
Mstep: Class 25 contains 130686 members 
Mstep: Class 26 contains 45068 members 
Mstep: Class 27 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142930960.000000 Penalty: 92857.703125
Iteration 65Q: 28 clusters Score -1.42931e+08 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 62948 members 
Mstep: Class 2 contains 6212 members 
Mstep: Class 3 contains 24919 members 
Mstep: Class 4 contains 14006 members 
Mstep: Class 5 contains 56866 members 
Mstep: Class 6 contains 4269 members 
Mstep: Class 7 contains 15665 members 
Mstep: Class 8 contains 188409 members 
Mstep: Class 9 contains 4976 members 
Mstep: Class 10 contains 7575 members 
Mstep: Class 11 contains 5795 members 
Mstep: Class 12 contains 6051 members 
Mstep: Class 13 contains 16653 members 
Mstep: Class 14 contains 11168 members 
Mstep: Class 15 contains 7469 members 
Mstep: Class 16 contains 26192 members 
Mstep: Class 17 contains 2735 members 
Mstep: Class 18 contains 154471 members 
Mstep: Class 19 contains 138115 members 
Mstep: Class 20 contains 25821 members 
Mstep: Class 21 contains 1661 members 
Mstep: Class 22 contains 32484 members 
Mstep: Class 23 contains 15302 members 
Mstep: Class 24 contains 46838 members 
Mstep: Class 25 contains 130813 members 
Mstep: Class 26 contains 45134 members 
Mstep: Class 27 contains 955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142931376.000000 Penalty: 92857.703125
Iteration 66Q: 28 clusters Score -1.429314e+08 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 62685 members 
Mstep: Class 2 contains 6210 members 
Mstep: Class 3 contains 24823 members 
Mstep: Class 4 contains 14016 members 
Mstep: Class 5 contains 56553 members 
Mstep: Class 6 contains 4258 members 
Mstep: Class 7 contains 15665 members 
Mstep: Class 8 contains 188306 members 
Mstep: Class 9 contains 4985 members 
Mstep: Class 10 contains 7582 members 
Mstep: Class 11 contains 5835 members 
Mstep: Class 12 contains 6057 members 
Mstep: Class 13 contains 16609 members 
Mstep: Class 14 contains 11175 members 
Mstep: Class 15 contains 7492 members 
Mstep: Class 16 contains 26134 members 
Mstep: Class 17 contains 2746 members 
Mstep: Class 18 contains 154632 members 
Mstep: Class 19 contains 138150 members 
Mstep: Class 20 contains 25958 members 
Mstep: Class 21 contains 1661 members 
Mstep: Class 22 contains 32666 members 
Mstep: Class 23 contains 15408 members 
Mstep: Class 24 contains 46830 members 
Mstep: Class 25 contains 130918 members 
Mstep: Class 26 contains 45193 members 
Mstep: Class 27 contains 955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142931472.000000 Penalty: 92857.703125
Iteration 67Q: 28 clusters Score -1.429315e+08 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 62433 members 
Mstep: Class 2 contains 6200 members 
Mstep: Class 3 contains 24734 members 
Mstep: Class 4 contains 14025 members 
Mstep: Class 5 contains 56278 members 
Mstep: Class 6 contains 4254 members 
Mstep: Class 7 contains 15667 members 
Mstep: Class 8 contains 188268 members 
Mstep: Class 9 contains 5000 members 
Mstep: Class 10 contains 7593 members 
Mstep: Class 11 contains 5864 members 
Mstep: Class 12 contains 6059 members 
Mstep: Class 13 contains 16543 members 
Mstep: Class 14 contains 11159 members 
Mstep: Class 15 contains 7520 members 
Mstep: Class 16 contains 26084 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 154736 members 
Mstep: Class 19 contains 138201 members 
Mstep: Class 20 contains 26081 members 
Mstep: Class 21 contains 1661 members 
Mstep: Class 22 contains 32858 members 
Mstep: Class 23 contains 15502 members 
Mstep: Class 24 contains 46838 members 
Mstep: Class 25 contains 131006 members 
Mstep: Class 26 contains 45223 members 
Mstep: Class 27 contains 955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142932032.000000 Penalty: 92857.703125
Iteration 68Q: 28 clusters Score -1.42932e+08 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 6187 members 
Mstep: Class 3 contains 24687 members 
Mstep: Class 4 contains 14034 members 
Mstep: Class 5 contains 55986 members 
Mstep: Class 6 contains 4248 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 188202 members 
Mstep: Class 9 contains 5012 members 
Mstep: Class 10 contains 7601 members 
Mstep: Class 11 contains 5911 members 
Mstep: Class 12 contains 6062 members 
Mstep: Class 13 contains 16483 members 
Mstep: Class 14 contains 11122 members 
Mstep: Class 15 contains 7543 members 
Mstep: Class 16 contains 26052 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 154834 members 
Mstep: Class 19 contains 138276 members 
Mstep: Class 20 contains 26202 members 
Mstep: Class 21 contains 1661 members 
Mstep: Class 22 contains 33038 members 
Mstep: Class 23 contains 15591 members 
Mstep: Class 24 contains 46836 members 
Mstep: Class 25 contains 131059 members 
Mstep: Class 26 contains 45248 members 
Mstep: Class 27 contains 956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142932480.000000 Penalty: 92857.703125
Iteration 69Q: 28 clusters Score -1.429325e+08 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 61976 members 
Mstep: Class 2 contains 6173 members 
Mstep: Class 3 contains 24630 members 
Mstep: Class 4 contains 14035 members 
Mstep: Class 5 contains 55729 members 
Mstep: Class 6 contains 4243 members 
Mstep: Class 7 contains 15669 members 
Mstep: Class 8 contains 188187 members 
Mstep: Class 9 contains 5026 members 
Mstep: Class 10 contains 7610 members 
Mstep: Class 11 contains 5961 members 
Mstep: Class 12 contains 6060 members 
Mstep: Class 13 contains 16427 members 
Mstep: Class 14 contains 11081 members 
Mstep: Class 15 contains 7567 members 
Mstep: Class 16 contains 26027 members 
Mstep: Class 17 contains 2808 members 
Mstep: Class 18 contains 154964 members 
Mstep: Class 19 contains 138323 members 
Mstep: Class 20 contains 26294 members 
Mstep: Class 21 contains 1661 members 
Mstep: Class 22 contains 33202 members 
Mstep: Class 23 contains 15675 members 
Mstep: Class 24 contains 46838 members 
Mstep: Class 25 contains 131083 members 
Mstep: Class 26 contains 45296 members 
Mstep: Class 27 contains 957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142932608.000000 Penalty: 92857.703125
Iteration 70Q: 28 clusters Score -1.429326e+08 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 61726 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 24570 members 
Mstep: Class 4 contains 14042 members 
Mstep: Class 5 contains 55463 members 
Mstep: Class 6 contains 4233 members 
Mstep: Class 7 contains 15668 members 
Mstep: Class 8 contains 188197 members 
Mstep: Class 9 contains 5043 members 
Mstep: Class 10 contains 7614 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 6062 members 
Mstep: Class 13 contains 16359 members 
Mstep: Class 14 contains 11034 members 
Mstep: Class 15 contains 7606 members 
Mstep: Class 16 contains 26012 members 
Mstep: Class 17 contains 2827 members 
Mstep: Class 18 contains 155113 members 
Mstep: Class 19 contains 138368 members 
Mstep: Class 20 contains 26382 members 
Mstep: Class 21 contains 1662 members 
Mstep: Class 22 contains 33332 members 
Mstep: Class 23 contains 15765 members 
Mstep: Class 24 contains 46852 members 
Mstep: Class 25 contains 131129 members 
Mstep: Class 26 contains 45325 members 
Mstep: Class 27 contains 958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142932912.000000 Penalty: 92857.703125
Iteration 71Q: 28 clusters Score -1.429329e+08 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 61463 members 
Mstep: Class 2 contains 6157 members 
Mstep: Class 3 contains 24512 members 
Mstep: Class 4 contains 14053 members 
Mstep: Class 5 contains 55228 members 
Mstep: Class 6 contains 4217 members 
Mstep: Class 7 contains 15664 members 
Mstep: Class 8 contains 188311 members 
Mstep: Class 9 contains 5054 members 
Mstep: Class 10 contains 7613 members 
Mstep: Class 11 contains 6029 members 
Mstep: Class 12 contains 6062 members 
Mstep: Class 13 contains 16287 members 
Mstep: Class 14 contains 10997 members 
Mstep: Class 15 contains 7635 members 
Mstep: Class 16 contains 25987 members 
Mstep: Class 17 contains 2846 members 
Mstep: Class 18 contains 155162 members 
Mstep: Class 19 contains 138431 members 
Mstep: Class 20 contains 26475 members 
Mstep: Class 21 contains 1662 members 
Mstep: Class 22 contains 33471 members 
Mstep: Class 23 contains 15862 members 
Mstep: Class 24 contains 46874 members 
Mstep: Class 25 contains 131130 members 
Mstep: Class 26 contains 45362 members 
Mstep: Class 27 contains 958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142933744.000000 Penalty: 92857.703125
Iteration 72Q: 28 clusters Score -1.429337e+08 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 6155 members 
Mstep: Class 3 contains 24465 members 
Mstep: Class 4 contains 14058 members 
Mstep: Class 5 contains 55012 members 
Mstep: Class 6 contains 4211 members 
Mstep: Class 7 contains 15665 members 
Mstep: Class 8 contains 188500 members 
Mstep: Class 9 contains 5063 members 
Mstep: Class 10 contains 7612 members 
Mstep: Class 11 contains 6054 members 
Mstep: Class 12 contains 6062 members 
Mstep: Class 13 contains 16216 members 
Mstep: Class 14 contains 10987 members 
Mstep: Class 15 contains 7655 members 
Mstep: Class 16 contains 25942 members 
Mstep: Class 17 contains 2866 members 
Mstep: Class 18 contains 155093 members 
Mstep: Class 19 contains 138529 members 
Mstep: Class 20 contains 26566 members 
Mstep: Class 21 contains 1662 members 
Mstep: Class 22 contains 33594 members 
Mstep: Class 23 contains 15950 members 
Mstep: Class 24 contains 46885 members 
Mstep: Class 25 contains 131126 members 
Mstep: Class 26 contains 45401 members 
Mstep: Class 27 contains 958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934144.000000 Penalty: 92857.703125
Iteration 73Q: 28 clusters Score -1.429341e+08 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 60990 members 
Mstep: Class 2 contains 6156 members 
Mstep: Class 3 contains 24413 members 
Mstep: Class 4 contains 14059 members 
Mstep: Class 5 contains 54785 members 
Mstep: Class 6 contains 4206 members 
Mstep: Class 7 contains 15665 members 
Mstep: Class 8 contains 188714 members 
Mstep: Class 9 contains 5072 members 
Mstep: Class 10 contains 7621 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 6065 members 
Mstep: Class 13 contains 16146 members 
Mstep: Class 14 contains 10968 members 
Mstep: Class 15 contains 7680 members 
Mstep: Class 16 contains 25906 members 
Mstep: Class 17 contains 2877 members 
Mstep: Class 18 contains 155003 members 
Mstep: Class 19 contains 138612 members 
Mstep: Class 20 contains 26673 members 
Mstep: Class 21 contains 1660 members 
Mstep: Class 22 contains 33665 members 
Mstep: Class 23 contains 16028 members 
Mstep: Class 24 contains 46908 members 
Mstep: Class 25 contains 131154 members 
Mstep: Class 26 contains 45439 members 
Mstep: Class 27 contains 958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934304.000000 Penalty: 92857.703125
Iteration 74Q: 28 clusters Score -1.429343e+08 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 60774 members 
Mstep: Class 2 contains 6151 members 
Mstep: Class 3 contains 24375 members 
Mstep: Class 4 contains 14056 members 
Mstep: Class 5 contains 54564 members 
Mstep: Class 6 contains 4197 members 
Mstep: Class 7 contains 15664 members 
Mstep: Class 8 contains 188940 members 
Mstep: Class 9 contains 5083 members 
Mstep: Class 10 contains 7620 members 
Mstep: Class 11 contains 6118 members 
Mstep: Class 12 contains 6063 members 
Mstep: Class 13 contains 16054 members 
Mstep: Class 14 contains 10946 members 
Mstep: Class 15 contains 7707 members 
Mstep: Class 16 contains 25864 members 
Mstep: Class 17 contains 2886 members 
Mstep: Class 18 contains 154920 members 
Mstep: Class 19 contains 138687 members 
Mstep: Class 20 contains 26749 members 
Mstep: Class 21 contains 1660 members 
Mstep: Class 22 contains 33748 members 
Mstep: Class 23 contains 16105 members 
Mstep: Class 24 contains 46927 members 
Mstep: Class 25 contains 131212 members 
Mstep: Class 26 contains 45474 members 
Mstep: Class 27 contains 958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934496.000000 Penalty: 92857.703125
Iteration 75Q: 28 clusters Score -1.429345e+08 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 60589 members 
Mstep: Class 2 contains 6143 members 
Mstep: Class 3 contains 24353 members 
Mstep: Class 4 contains 14055 members 
Mstep: Class 5 contains 54361 members 
Mstep: Class 6 contains 4197 members 
Mstep: Class 7 contains 15661 members 
Mstep: Class 8 contains 189187 members 
Mstep: Class 9 contains 5093 members 
Mstep: Class 10 contains 7626 members 
Mstep: Class 11 contains 6164 members 
Mstep: Class 12 contains 6062 members 
Mstep: Class 13 contains 15934 members 
Mstep: Class 14 contains 10924 members 
Mstep: Class 15 contains 7730 members 
Mstep: Class 16 contains 25827 members 
Mstep: Class 17 contains 2895 members 
Mstep: Class 18 contains 154813 members 
Mstep: Class 19 contains 138717 members 
Mstep: Class 20 contains 26826 members 
Mstep: Class 21 contains 1659 members 
Mstep: Class 22 contains 33806 members 
Mstep: Class 23 contains 16166 members 
Mstep: Class 24 contains 46935 members 
Mstep: Class 25 contains 131278 members 
Mstep: Class 26 contains 45543 members 
Mstep: Class 27 contains 958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142934672.000000 Penalty: 92857.703125
Iteration 76Q: 28 clusters Score -1.429347e+08 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 6140 members 
Mstep: Class 3 contains 24308 members 
Mstep: Class 4 contains 14047 members 
Mstep: Class 5 contains 54166 members 
Mstep: Class 6 contains 4197 members 
Mstep: Class 7 contains 15660 members 
Mstep: Class 8 contains 189498 members 
Mstep: Class 9 contains 5103 members 
Mstep: Class 10 contains 7628 members 
Mstep: Class 11 contains 6216 members 
Mstep: Class 12 contains 6063 members 
Mstep: Class 13 contains 15805 members 
Mstep: Class 14 contains 10897 members 
Mstep: Class 15 contains 7748 members 
Mstep: Class 16 contains 25794 members 
Mstep: Class 17 contains 2904 members 
Mstep: Class 18 contains 154681 members 
Mstep: Class 19 contains 138771 members 
Mstep: Class 20 contains 26905 members 
Mstep: Class 21 contains 1658 members 
Mstep: Class 22 contains 33860 members 
Mstep: Class 23 contains 16218 members 
Mstep: Class 24 contains 46931 members 
Mstep: Class 25 contains 131347 members 
Mstep: Class 26 contains 45601 members 
Mstep: Class 27 contains 958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935248.000000 Penalty: 92857.703125
Iteration 77Q: 28 clusters Score -1.429352e+08 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 60203 members 
Mstep: Class 2 contains 6139 members 
Mstep: Class 3 contains 24270 members 
Mstep: Class 4 contains 14051 members 
Mstep: Class 5 contains 53983 members 
Mstep: Class 6 contains 4194 members 
Mstep: Class 7 contains 15658 members 
Mstep: Class 8 contains 189828 members 
Mstep: Class 9 contains 5107 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 6257 members 
Mstep: Class 12 contains 6070 members 
Mstep: Class 13 contains 15659 members 
Mstep: Class 14 contains 10855 members 
Mstep: Class 15 contains 7765 members 
Mstep: Class 16 contains 25761 members 
Mstep: Class 17 contains 2913 members 
Mstep: Class 18 contains 154525 members 
Mstep: Class 19 contains 138828 members 
Mstep: Class 20 contains 27005 members 
Mstep: Class 21 contains 1658 members 
Mstep: Class 22 contains 33937 members 
Mstep: Class 23 contains 16274 members 
Mstep: Class 24 contains 46926 members 
Mstep: Class 25 contains 131394 members 
Mstep: Class 26 contains 45643 members 
Mstep: Class 27 contains 958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142935440.000000 Penalty: 92857.703125
Iteration 78Q: 28 clusters Score -1.429354e+08 nChanged 3168
Entering ConstructFrom: 
Score: -142935440.000000 Penalty: 92857.703125
Entering ConstructFrom: 
Trying to split cluster 1 (60016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60016 members 
Entering Unmasked Estep 
Score: -8418558.000000 Penalty: 2728.586670
	Iteration 0F: 2 clusters Score -8418558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -8378337.000000 Penalty: 5457.173340
	Iteration 0F: 3 clusters Score -8378337 nChanged 27757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -8394090.000000 Penalty: 5457.173340
	Iteration 1F: 3 clusters Score -8394090 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -8394942.000000 Penalty: 5457.173340
	Iteration 2Q: 3 clusters Score -8394942 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -8396201.000000 Penalty: 5457.173340
	Iteration 3Q: 3 clusters Score -8396201 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -8398156.000000 Penalty: 5457.173340
	Iteration 4F: 3 clusters Score -8398156 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -8401167.000000 Penalty: 5457.173340
	Iteration 5F: 3 clusters Score -8401167 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -8405369.000000 Penalty: 5457.173340
	Iteration 6F: 3 clusters Score -8405369 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 53383 members 
Entering Unmasked Estep 
Score: -8409890.000000 Penalty: 5457.173340
	Iteration 7F: 3 clusters Score -8409890 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 56823 members 
Entering Unmasked Estep 
Score: -8413332.000000 Penalty: 5457.173340
	Iteration 8F: 3 clusters Score -8413332 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 58656 members 
Entering Unmasked Estep 
Score: -8415056.000000 Penalty: 5457.173340
	Iteration 9Q: 3 clusters Score -8415056 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -8415703.000000 Penalty: 5457.173340
	Iteration 10Q: 3 clusters Score -8415703 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -8415948.000000 Penalty: 5457.173340
	Iteration 11Q: 3 clusters Score -8415948 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -8416062.000000 Penalty: 5457.173340
	Iteration 12Q: 3 clusters Score -8416062 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 59672 members 
Entering Unmasked Estep 
Score: -8416106.000000 Penalty: 5457.173340
	Iteration 13Q: 3 clusters Score -8416106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 59693 members 
Entering Unmasked Estep 
Score: -8416135.000000 Penalty: 5457.173340
	Iteration 14Q: 3 clusters Score -8416135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 59708 members 
Entering Unmasked Estep 
Score: -8416160.000000 Penalty: 5457.173340
	Iteration 15Q: 3 clusters Score -8416160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 59714 members 
Entering Unmasked Estep 
Score: -8416172.000000 Penalty: 5457.173340
	Iteration 16Q: 3 clusters Score -8416172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 59721 members 
Entering Unmasked Estep 
Score: -8416202.000000 Penalty: 5457.173340
	Iteration 17Q: 3 clusters Score -8416202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 59728 members 
Entering Unmasked Estep 
Score: -8416219.000000 Penalty: 5457.173340
	Iteration 18Q: 3 clusters Score -8416219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
Score: -8416222.000000 Penalty: 5457.173340
	Iteration 19Q: 3 clusters Score -8416222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
Score: -8416222.000000 Penalty: 5457.173340
	Iteration 20F: 3 clusters Score -8416222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Entering Unmasked Estep 
Score: -827231.500000 Penalty: 2163.038330
	Iteration 0F: 2 clusters Score -827231.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -822066.687500 Penalty: 4326.076660
	Iteration 0F: 3 clusters Score -822066.7 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -823447.750000 Penalty: 4326.076660
	Iteration 1F: 3 clusters Score -823447.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -823774.375000 Penalty: 4326.076660
	Iteration 2F: 3 clusters Score -823774.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -824113.250000 Penalty: 4326.076660
	Iteration 3F: 3 clusters Score -824113.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -824417.375000 Penalty: 4326.076660
	Iteration 4F: 3 clusters Score -824417.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -824704.812500 Penalty: 4326.076660
	Iteration 5F: 3 clusters Score -824704.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -824941.125000 Penalty: 4326.076660
	Iteration 6F: 3 clusters Score -824941.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -825103.625000 Penalty: 4326.076660
	Iteration 7Q: 3 clusters Score -825103.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -825207.187500 Penalty: 4326.076660
	Iteration 8Q: 3 clusters Score -825207.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -825268.312500 Penalty: 4326.076660
	Iteration 9Q: 3 clusters Score -825268.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -825317.312500 Penalty: 4326.076660
	Iteration 10Q: 3 clusters Score -825317.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -825351.312500 Penalty: 4326.076660
	Iteration 11Q: 3 clusters Score -825351.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -825375.937500 Penalty: 4326.076660
	Iteration 12Q: 3 clusters Score -825375.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -825391.437500 Penalty: 4326.076660
	Iteration 13Q: 3 clusters Score -825391.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -825405.125000 Penalty: 4326.076660
	Iteration 14Q: 3 clusters Score -825405.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -825415.812500 Penalty: 4326.076660
	Iteration 15Q: 3 clusters Score -825415.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -825424.812500 Penalty: 4326.076660
	Iteration 16Q: 3 clusters Score -825424.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -825433.000000 Penalty: 4326.076660
	Iteration 17Q: 3 clusters Score -825433 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -825441.625000 Penalty: 4326.076660
	Iteration 18Q: 3 clusters Score -825441.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -825451.625000 Penalty: 4326.076660
	Iteration 19Q: 3 clusters Score -825451.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -825458.500000 Penalty: 4326.076660
	Iteration 20F: 3 clusters Score -825458.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -825463.125000 Penalty: 4326.076660
	Iteration 21Q: 3 clusters Score -825463.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -825464.000000 Penalty: 4326.076660
	Iteration 22Q: 3 clusters Score -825464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -825467.000000 Penalty: 4326.076660
	Iteration 23Q: 3 clusters Score -825467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -825467.625000 Penalty: 4326.076660
	Iteration 24Q: 3 clusters Score -825467.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -825471.500000 Penalty: 4326.076660
	Iteration 25Q: 3 clusters Score -825471.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -825473.875000 Penalty: 4326.076660
	Iteration 26Q: 3 clusters Score -825473.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -825477.750000 Penalty: 4326.076660
	Iteration 27Q: 3 clusters Score -825477.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -825479.312500 Penalty: 4326.076660
	Iteration 28Q: 3 clusters Score -825479.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -825479.812500 Penalty: 4326.076660
	Iteration 29Q: 3 clusters Score -825479.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -825480.000000 Penalty: 4326.076660
	Iteration 30Q: 3 clusters Score -825480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -825484.437500 Penalty: 4326.076660
	Iteration 31Q: 3 clusters Score -825484.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -825488.562500 Penalty: 4326.076660
	Iteration 32Q: 3 clusters Score -825488.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -825494.562500 Penalty: 4326.076660
	Iteration 33Q: 3 clusters Score -825494.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -825498.062500 Penalty: 4326.076660
	Iteration 34Q: 3 clusters Score -825498.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -825500.875000 Penalty: 4326.076660
	Iteration 35Q: 3 clusters Score -825500.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -825501.500000 Penalty: 4326.076660
	Iteration 36Q: 3 clusters Score -825501.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -825502.125000 Penalty: 4326.076660
	Iteration 37Q: 3 clusters Score -825502.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -825503.937500 Penalty: 4326.076660
	Iteration 38Q: 3 clusters Score -825503.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -825505.062500 Penalty: 4326.076660
	Iteration 39Q: 3 clusters Score -825505.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -825505.500000 Penalty: 4326.076660
	Iteration 40F: 3 clusters Score -825505.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -825507.687500 Penalty: 4326.076660
	Iteration 41Q: 3 clusters Score -825507.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -825509.000000 Penalty: 4326.076660
	Iteration 42Q: 3 clusters Score -825509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -825508.437500 Penalty: 4326.076660
	Iteration 43Q: 3 clusters Score -825508.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -825509.312500 Penalty: 4326.076660
	Iteration 44Q: 3 clusters Score -825509.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -825510.375000 Penalty: 4326.076660
	Iteration 45Q: 3 clusters Score -825510.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -825510.562500 Penalty: 4326.076660
	Iteration 46Q: 3 clusters Score -825510.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -825511.500000 Penalty: 4326.076660
	Iteration 47Q: 3 clusters Score -825511.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -825514.312500 Penalty: 4326.076660
	Iteration 48Q: 3 clusters Score -825514.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -825516.312500 Penalty: 4326.076660
	Iteration 49Q: 3 clusters Score -825516.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -825520.687500 Penalty: 4326.076660
	Iteration 50Q: 3 clusters Score -825520.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -825522.062500 Penalty: 4326.076660
	Iteration 51Q: 3 clusters Score -825522.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -825524.187500 Penalty: 4326.076660
	Iteration 52Q: 3 clusters Score -825524.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -825525.125000 Penalty: 4326.076660
	Iteration 53Q: 3 clusters Score -825525.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -825527.062500 Penalty: 4326.076660
	Iteration 54Q: 3 clusters Score -825527.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -825527.125000 Penalty: 4326.076660
	Iteration 55Q: 3 clusters Score -825527.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -825527.875000 Penalty: 4326.076660
	Iteration 56Q: 3 clusters Score -825527.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -825527.875000 Penalty: 4326.076660
	Iteration 57F: 3 clusters Score -825527.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Entering Unmasked Estep 
Score: -3158964.750000 Penalty: 2503.768799
	Iteration 0F: 2 clusters Score -3158965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -3142165.750000 Penalty: 5007.537598
	Iteration 0F: 3 clusters Score -3142166 nChanged 10776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -3148072.250000 Penalty: 5007.537598
	Iteration 1F: 3 clusters Score -3148072 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -3148719.250000 Penalty: 5007.537598
	Iteration 2F: 3 clusters Score -3148719 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -3149470.750000 Penalty: 5007.537598
	Iteration 3F: 3 clusters Score -3149471 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -3150271.250000 Penalty: 5007.537598
	Iteration 4F: 3 clusters Score -3150271 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -3151090.500000 Penalty: 5007.537598
	Iteration 5F: 3 clusters Score -3151090 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -3151880.250000 Penalty: 5007.537598
	Iteration 6F: 3 clusters Score -3151880 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -3152560.000000 Penalty: 5007.537598
	Iteration 7F: 3 clusters Score -3152560 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -3153184.750000 Penalty: 5007.537598
	Iteration 8Q: 3 clusters Score -3153185 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -3153746.000000 Penalty: 5007.537598
	Iteration 9Q: 3 clusters Score -3153746 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -3154217.000000 Penalty: 5007.537598
	Iteration 10Q: 3 clusters Score -3154217 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -3154661.000000 Penalty: 5007.537598
	Iteration 11Q: 3 clusters Score -3154661 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -3155005.500000 Penalty: 5007.537598
	Iteration 12Q: 3 clusters Score -3155006 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -3155261.500000 Penalty: 5007.537598
	Iteration 13Q: 3 clusters Score -3155262 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -3155455.500000 Penalty: 5007.537598
	Iteration 14Q: 3 clusters Score -3155456 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -3155586.250000 Penalty: 5007.537598
	Iteration 15Q: 3 clusters Score -3155586 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -3155685.750000 Penalty: 5007.537598
	Iteration 16Q: 3 clusters Score -3155686 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -3155748.500000 Penalty: 5007.537598
	Iteration 17Q: 3 clusters Score -3155748 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -3155802.750000 Penalty: 5007.537598
	Iteration 18Q: 3 clusters Score -3155803 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -3155817.500000 Penalty: 5007.537598
	Iteration 19Q: 3 clusters Score -3155818 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -3155853.750000 Penalty: 5007.537598
	Iteration 20F: 3 clusters Score -3155854 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -3155887.750000 Penalty: 5007.537598
	Iteration 21Q: 3 clusters Score -3155888 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -3155915.000000 Penalty: 5007.537598
	Iteration 22Q: 3 clusters Score -3155915 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -3155930.000000 Penalty: 5007.537598
	Iteration 23Q: 3 clusters Score -3155930 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -3155949.000000 Penalty: 5007.537598
	Iteration 24Q: 3 clusters Score -3155949 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -3155962.500000 Penalty: 5007.537598
	Iteration 25Q: 3 clusters Score -3155962 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -3155968.250000 Penalty: 5007.537598
	Iteration 26Q: 3 clusters Score -3155968 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -3155973.750000 Penalty: 5007.537598
	Iteration 27Q: 3 clusters Score -3155974 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -3155991.000000 Penalty: 5007.537598
	Iteration 28Q: 3 clusters Score -3155991 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -3155999.250000 Penalty: 5007.537598
	Iteration 29Q: 3 clusters Score -3155999 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -3156001.500000 Penalty: 5007.537598
	Iteration 30Q: 3 clusters Score -3156002 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -3156003.000000 Penalty: 5007.537598
	Iteration 31Q: 3 clusters Score -3156003 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -3156005.500000 Penalty: 5007.537598
	Iteration 32Q: 3 clusters Score -3156006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -3156006.250000 Penalty: 5007.537598
	Iteration 33Q: 3 clusters Score -3156006 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -3156016.000000 Penalty: 5007.537598
	Iteration 34Q: 3 clusters Score -3156016 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -3156016.000000 Penalty: 5007.537598
	Iteration 35Q: 3 clusters Score -3156016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -3156030.500000 Penalty: 5007.537598
	Iteration 36Q: 3 clusters Score -3156030 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -3156032.000000 Penalty: 5007.537598
	Iteration 37Q: 3 clusters Score -3156032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -3156029.750000 Penalty: 5007.537598
	Iteration 38Q: 3 clusters Score -3156030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -3156034.750000 Penalty: 5007.537598
	Iteration 39Q: 3 clusters Score -3156035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -3156035.000000 Penalty: 5007.537598
	Iteration 40F: 3 clusters Score -3156035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -3156041.000000 Penalty: 5007.537598
	Iteration 41Q: 3 clusters Score -3156041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -3156041.250000 Penalty: 5007.537598
	Iteration 42Q: 3 clusters Score -3156041 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -3156039.250000 Penalty: 5007.537598
	Iteration 43Q: 3 clusters Score -3156039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -3156036.750000 Penalty: 5007.537598
	Iteration 44Q: 3 clusters Score -3156037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -3156044.500000 Penalty: 5007.537598
	Iteration 45Q: 3 clusters Score -3156044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -3156042.500000 Penalty: 5007.537598
	Iteration 46Q: 3 clusters Score -3156042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -3156052.000000 Penalty: 5007.537598
	Iteration 47Q: 3 clusters Score -3156052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -3156051.250000 Penalty: 5007.537598
	Iteration 48Q: 3 clusters Score -3156051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -3156053.500000 Penalty: 5007.537598
	Iteration 49Q: 3 clusters Score -3156054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -3156050.750000 Penalty: 5007.537598
	Iteration 50Q: 3 clusters Score -3156051 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -3156045.750000 Penalty: 5007.537598
	Iteration 51Q: 3 clusters Score -3156046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -3156055.750000 Penalty: 5007.537598
	Iteration 52Q: 3 clusters Score -3156056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -3156059.250000 Penalty: 5007.537598
	Iteration 53Q: 3 clusters Score -3156059 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -3156067.250000 Penalty: 5007.537598
	Iteration 54Q: 3 clusters Score -3156067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -3156067.250000 Penalty: 5007.537598
	Iteration 55Q: 3 clusters Score -3156067 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3156073.500000 Penalty: 5007.537598
	Iteration 56Q: 3 clusters Score -3156074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -3156074.250000 Penalty: 5007.537598
	Iteration 57Q: 3 clusters Score -3156074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -3156083.000000 Penalty: 5007.537598
	Iteration 58Q: 3 clusters Score -3156083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -3156085.000000 Penalty: 5007.537598
	Iteration 59Q: 3 clusters Score -3156085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -3156082.250000 Penalty: 5007.537598
	Iteration 60F: 3 clusters Score -3156082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -3156088.000000 Penalty: 5007.537598
	Iteration 61Q: 3 clusters Score -3156088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -3156097.000000 Penalty: 5007.537598
	Iteration 62Q: 3 clusters Score -3156097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -3156102.000000 Penalty: 5007.537598
	Iteration 63Q: 3 clusters Score -3156102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -3156105.750000 Penalty: 5007.537598
	Iteration 64Q: 3 clusters Score -3156106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -3156107.000000 Penalty: 5007.537598
	Iteration 65Q: 3 clusters Score -3156107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3156108 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3156110 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3156110 nChanged 12
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Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3156108 nChanged 11
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Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -3156113.000000 Penalty: 5007.537598
	Iteration 70Q: 3 clusters Score -3156113 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3156109 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3156112 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3156114 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19222 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3156120 nChanged 12
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Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3156115 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3156114 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3156116 nChanged 11
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Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3156114 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3156117 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3156112 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3156116 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3156118 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3156122 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3156133 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19391 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3156132 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3156134 nChanged 25
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Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3156138 nChanged 36
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Mstep: Class 1 contains 19467 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3156150 nChanged 34
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Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3156154 nChanged 47
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Mstep: Class 1 contains 19538 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3156159 nChanged 41
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Mstep: Class 1 contains 19575 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3156164 nChanged 47
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Mstep: Class 1 contains 19618 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3156180 nChanged 55
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Mstep: Class 1 contains 19665 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3156180 nChanged 64
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Mstep: Class 1 contains 19725 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3156182 nChanged 63
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Mstep: Class 1 contains 19780 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3156201 nChanged 55
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Mstep: Class 1 contains 19831 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3156212 nChanged 53
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Mstep: Class 1 contains 19880 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3156216 nChanged 55
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Mstep: Class 1 contains 19929 members 
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	Iteration 98Q: 3 clusters Score -3156225 nChanged 52
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3156235 nChanged 64
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Mstep: Class 1 contains 20029 members 
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	Iteration 100F: 3 clusters Score -3156261 nChanged 58
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Mstep: Class 1 contains 20081 members 
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	Iteration 101Q: 3 clusters Score -3156277 nChanged 60
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Mstep: Class 1 contains 20135 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3156285 nChanged 82
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Mstep: Class 1 contains 20201 members 
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	Iteration 103Q: 3 clusters Score -3156300 nChanged 85
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Mstep: Class 1 contains 20276 members 
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	Iteration 104Q: 3 clusters Score -3156319 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20341 members 
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	Iteration 105Q: 3 clusters Score -3156326 nChanged 65
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Mstep: Class 1 contains 20398 members 
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	Iteration 106Q: 3 clusters Score -3156336 nChanged 58
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Mstep: Class 1 contains 20452 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3156344 nChanged 54
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Mstep: Class 1 contains 20500 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3156355 nChanged 58
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Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3156366 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20597 members 
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	Iteration 110Q: 3 clusters Score -3156377 nChanged 50
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Mstep: Class 1 contains 20643 members 
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Entering Unmasked Estep 
Score: -3156394.500000 Penalty: 5007.537598
	Iteration 111Q: 3 clusters Score -3156394 nChanged 46
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Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3156392 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3156410 nChanged 65
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Mstep: Class 1 contains 20788 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3156430 nChanged 70
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Mstep: Class 1 contains 20858 members 
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	Iteration 115Q: 3 clusters Score -3156462 nChanged 81
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Mstep: Class 1 contains 20939 members 
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	Iteration 116Q: 3 clusters Score -3156468 nChanged 80
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Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3156492 nChanged 70
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Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3156504 nChanged 89
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Mstep: Class 1 contains 21150 members 
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	Iteration 119Q: 3 clusters Score -3156530 nChanged 90
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Mstep: Class 1 contains 21230 members 
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	Iteration 120F: 3 clusters Score -3156555 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21311 members 
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	Iteration 121Q: 3 clusters Score -3156578 nChanged 95
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Mstep: Class 1 contains 21396 members 
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Score: -3156609.000000 Penalty: 5007.537598
	Iteration 122Q: 3 clusters Score -3156609 nChanged 94
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Mstep: Class 1 contains 21482 members 
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	Iteration 123Q: 3 clusters Score -3156626 nChanged 89
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Mstep: Class 1 contains 21569 members 
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	Iteration 124Q: 3 clusters Score -3156655 nChanged 82
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Mstep: Class 1 contains 21649 members 
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	Iteration 125Q: 3 clusters Score -3156680 nChanged 83
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Mstep: Class 1 contains 21730 members 
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	Iteration 126Q: 3 clusters Score -3156700 nChanged 89
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Mstep: Class 1 contains 21815 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3156724 nChanged 88
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Mstep: Class 1 contains 21901 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3156756 nChanged 96
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3156786 nChanged 108
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Mstep: Class 1 contains 22097 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3156826 nChanged 103
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Mstep: Class 1 contains 22196 members 
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Entering Unmasked Estep 
Score: -3156857.000000 Penalty: 5007.537598
	Iteration 131Q: 3 clusters Score -3156857 nChanged 85
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Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3156883.250000 Penalty: 5007.537598
	Iteration 132Q: 3 clusters Score -3156883 nChanged 89
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Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3156915.250000 Penalty: 5007.537598
	Iteration 133Q: 3 clusters Score -3156915 nChanged 85
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Mstep: Class 1 contains 22451 members 
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Entering Unmasked Estep 
Score: -3156942.500000 Penalty: 5007.537598
	Iteration 134Q: 3 clusters Score -3156942 nChanged 86
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Mstep: Class 1 contains 22531 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3156966 nChanged 83
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Mstep: Class 1 contains 22608 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3157000 nChanged 82
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Mstep: Class 1 contains 22690 members 
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	Iteration 137Q: 3 clusters Score -3157027 nChanged 68
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Mstep: Class 1 contains 22758 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3157046 nChanged 65
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Mstep: Class 1 contains 22823 members 
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	Iteration 139Q: 3 clusters Score -3157078 nChanged 55
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Mstep: Class 1 contains 22878 members 
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Entering Unmasked Estep 
Score: -3157103.250000 Penalty: 5007.537598
	Iteration 140F: 3 clusters Score -3157103 nChanged 55
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Mstep: Class 1 contains 22933 members 
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	Iteration 141Q: 3 clusters Score -3157129 nChanged 48
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Entering Unmasked Estep 
Score: -3157146.500000 Penalty: 5007.537598
	Iteration 142Q: 3 clusters Score -3157146 nChanged 34
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Entering Unmasked Estep 
Score: -3157154.000000 Penalty: 5007.537598
	Iteration 143Q: 3 clusters Score -3157154 nChanged 36
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Mstep: Class 1 contains 23049 members 
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Score: -3157160.250000 Penalty: 5007.537598
	Iteration 144Q: 3 clusters Score -3157160 nChanged 36
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Mstep: Class 1 contains 23083 members 
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Score: -3157169.000000 Penalty: 5007.537598
	Iteration 145Q: 3 clusters Score -3157169 nChanged 40
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Score: -3157190.000000 Penalty: 5007.537598
	Iteration 146Q: 3 clusters Score -3157190 nChanged 42
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3157215 nChanged 42
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Entering Unmasked Estep 
Score: -3157237.000000 Penalty: 5007.537598
	Iteration 148Q: 3 clusters Score -3157237 nChanged 39
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3157258 nChanged 34
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3157278 nChanged 34
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3157296 nChanged 38
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Entering Unmasked Estep 
Score: -3157312.750000 Penalty: 5007.537598
	Iteration 152Q: 3 clusters Score -3157313 nChanged 30
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Entering Unmasked Estep 
Score: -3157330.500000 Penalty: 5007.537598
	Iteration 153Q: 3 clusters Score -3157330 nChanged 37
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3157350 nChanged 31
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Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3157370.750000 Penalty: 5007.537598
	Iteration 155Q: 3 clusters Score -3157371 nChanged 29
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Entering Unmasked Estep 
Score: -3157386.750000 Penalty: 5007.537598
	Iteration 156Q: 3 clusters Score -3157387 nChanged 31
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Entering Unmasked Estep 
Score: -3157401.750000 Penalty: 5007.537598
	Iteration 157Q: 3 clusters Score -3157402 nChanged 19
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3157413 nChanged 19
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Entering Unmasked Estep 
Score: -3157418.250000 Penalty: 5007.537598
	Iteration 159Q: 3 clusters Score -3157418 nChanged 15
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Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3157425.750000 Penalty: 5007.537598
	Iteration 160F: 3 clusters Score -3157426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3157429.000000 Penalty: 5007.537598
	Iteration 161Q: 3 clusters Score -3157429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3157433.250000 Penalty: 5007.537598
	Iteration 162Q: 3 clusters Score -3157433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3157434.250000 Penalty: 5007.537598
	Iteration 163Q: 3 clusters Score -3157434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3157431.750000 Penalty: 5007.537598
	Iteration 164Q: 3 clusters Score -3157432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3157438.250000 Penalty: 5007.537598
	Iteration 165Q: 3 clusters Score -3157438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3157441.750000 Penalty: 5007.537598
	Iteration 166Q: 3 clusters Score -3157442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3157443.250000 Penalty: 5007.537598
	Iteration 167Q: 3 clusters Score -3157443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3157450.250000 Penalty: 5007.537598
	Iteration 168Q: 3 clusters Score -3157450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3157449.250000 Penalty: 5007.537598
	Iteration 169Q: 3 clusters Score -3157449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3157449.250000 Penalty: 5007.537598
	Iteration 170F: 3 clusters Score -3157449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Entering Unmasked Estep 
Score: -1919750.375000 Penalty: 2368.440674
	Iteration 0F: 2 clusters Score -1919750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1909514.875000 Penalty: 4736.881348
	Iteration 0F: 3 clusters Score -1909515 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1912883.000000 Penalty: 4736.881348
	Iteration 1F: 3 clusters Score -1912883 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1913268.750000 Penalty: 4736.881348
	Iteration 2F: 3 clusters Score -1913269 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1913597.375000 Penalty: 4736.881348
	Iteration 3F: 3 clusters Score -1913597 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1913892.750000 Penalty: 4736.881348
	Iteration 4Q: 3 clusters Score -1913893 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1914148.000000 Penalty: 4736.881348
	Iteration 5Q: 3 clusters Score -1914148 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1914401.125000 Penalty: 4736.881348
	Iteration 6Q: 3 clusters Score -1914401 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1914721.625000 Penalty: 4736.881348
	Iteration 7Q: 3 clusters Score -1914722 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1915186.125000 Penalty: 4736.881348
	Iteration 8Q: 3 clusters Score -1915186 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1915811.125000 Penalty: 4736.881348
	Iteration 9F: 3 clusters Score -1915811 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1916633.000000 Penalty: 4736.881348
	Iteration 10F: 3 clusters Score -1916633 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1917450.500000 Penalty: 4736.881348
	Iteration 11F: 3 clusters Score -1917450 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1918050.250000 Penalty: 4736.881348
	Iteration 12Q: 3 clusters Score -1918050 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1918518.375000 Penalty: 4736.881348
	Iteration 13Q: 3 clusters Score -1918518 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1918826.500000 Penalty: 4736.881348
	Iteration 14Q: 3 clusters Score -1918826 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1919005.875000 Penalty: 4736.881348
	Iteration 15Q: 3 clusters Score -1919006 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1919092.375000 Penalty: 4736.881348
	Iteration 16Q: 3 clusters Score -1919092 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1919155.875000 Penalty: 4736.881348
	Iteration 17Q: 3 clusters Score -1919156 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1919182.375000 Penalty: 4736.881348
	Iteration 18Q: 3 clusters Score -1919182 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1919209.500000 Penalty: 4736.881348
	Iteration 19Q: 3 clusters Score -1919210 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1919219.750000 Penalty: 4736.881348
	Iteration 20F: 3 clusters Score -1919220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1919229.750000 Penalty: 4736.881348
	Iteration 21Q: 3 clusters Score -1919230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1919240.375000 Penalty: 4736.881348
	Iteration 22Q: 3 clusters Score -1919240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1919243.250000 Penalty: 4736.881348
	Iteration 23Q: 3 clusters Score -1919243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1919240.750000 Penalty: 4736.881348
	Iteration 24Q: 3 clusters Score -1919241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1919244.500000 Penalty: 4736.881348
	Iteration 25Q: 3 clusters Score -1919244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1919243.125000 Penalty: 4736.881348
	Iteration 26Q: 3 clusters Score -1919243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1919245.250000 Penalty: 4736.881348
	Iteration 27Q: 3 clusters Score -1919245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1919244.625000 Penalty: 4736.881348
	Iteration 28Q: 3 clusters Score -1919245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1919244.125000 Penalty: 4736.881348
	Iteration 29Q: 3 clusters Score -1919244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1919243.750000 Penalty: 4736.881348
	Iteration 30Q: 3 clusters Score -1919244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1919244.000000 Penalty: 4736.881348
	Iteration 31Q: 3 clusters Score -1919244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1919244.500000 Penalty: 4736.881348
	Iteration 32Q: 3 clusters Score -1919244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1919246.375000 Penalty: 4736.881348
	Iteration 33Q: 3 clusters Score -1919246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1919246.375000 Penalty: 4736.881348
	Iteration 34F: 3 clusters Score -1919246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Entering Unmasked Estep 
Score: -7395995.500000 Penalty: 2701.577148
	Iteration 0F: 2 clusters Score -7395996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -7359608.500000 Penalty: 5403.154297
	Iteration 0F: 3 clusters Score -7359608 nChanged 25085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -7373600.500000 Penalty: 5403.154297
	Iteration 1F: 3 clusters Score -7373600 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -7374222.500000 Penalty: 5403.154297
	Iteration 2Q: 3 clusters Score -7374222 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -7374888.500000 Penalty: 5403.154297
	Iteration 3Q: 3 clusters Score -7374888 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -7375696.500000 Penalty: 5403.154297
	Iteration 4Q: 3 clusters Score -7375696 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -7376567.000000 Penalty: 5403.154297
	Iteration 5Q: 3 clusters Score -7376567 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -7377606.500000 Penalty: 5403.154297
	Iteration 6Q: 3 clusters Score -7377606 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -7378706.000000 Penalty: 5403.154297
	Iteration 7Q: 3 clusters Score -7378706 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -7379804.000000 Penalty: 5403.154297
	Iteration 8Q: 3 clusters Score -7379804 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -7381135.500000 Penalty: 5403.154297
	Iteration 9Q: 3 clusters Score -7381136 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -7382638.500000 Penalty: 5403.154297
	Iteration 10Q: 3 clusters Score -7382638 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -7384177.000000 Penalty: 5403.154297
	Iteration 11Q: 3 clusters Score -7384177 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -7385592.500000 Penalty: 5403.154297
	Iteration 12Q: 3 clusters Score -7385592 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -7386647.000000 Penalty: 5403.154297
	Iteration 13Q: 3 clusters Score -7386647 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -7387282.500000 Penalty: 5403.154297
	Iteration 14Q: 3 clusters Score -7387282 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -7387672.500000 Penalty: 5403.154297
	Iteration 15Q: 3 clusters Score -7387672 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -7387971.000000 Penalty: 5403.154297
	Iteration 16Q: 3 clusters Score -7387971 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -7388168.500000 Penalty: 5403.154297
	Iteration 17Q: 3 clusters Score -7388168 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -7388395.500000 Penalty: 5403.154297
	Iteration 18Q: 3 clusters Score -7388396 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -7388606.000000 Penalty: 5403.154297
	Iteration 19Q: 3 clusters Score -7388606 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -7388824.000000 Penalty: 5403.154297
	Iteration 20F: 3 clusters Score -7388824 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -7388990.500000 Penalty: 5403.154297
	Iteration 21Q: 3 clusters Score -7388990 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -7389156.500000 Penalty: 5403.154297
	Iteration 22Q: 3 clusters Score -7389156 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -7389328.000000 Penalty: 5403.154297
	Iteration 23Q: 3 clusters Score -7389328 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -7389538.500000 Penalty: 5403.154297
	Iteration 24Q: 3 clusters Score -7389538 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -7389775.500000 Penalty: 5403.154297
	Iteration 25Q: 3 clusters Score -7389776 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -7390044.000000 Penalty: 5403.154297
	Iteration 26Q: 3 clusters Score -7390044 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -7390359.500000 Penalty: 5403.154297
	Iteration 27Q: 3 clusters Score -7390360 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -7390693.500000 Penalty: 5403.154297
	Iteration 28Q: 3 clusters Score -7390694 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -7391003.000000 Penalty: 5403.154297
	Iteration 29Q: 3 clusters Score -7391003 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -7391355.000000 Penalty: 5403.154297
	Iteration 30Q: 3 clusters Score -7391355 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -7391676.000000 Penalty: 5403.154297
	Iteration 31Q: 3 clusters Score -7391676 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 49406 members 
Entering Unmasked Estep 
Score: -7391966.000000 Penalty: 5403.154297
	Iteration 32Q: 3 clusters Score -7391966 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 49949 members 
Entering Unmasked Estep 
Score: -7392241.500000 Penalty: 5403.154297
	Iteration 33Q: 3 clusters Score -7392242 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 50450 members 
Entering Unmasked Estep 
Score: -7392471.000000 Penalty: 5403.154297
	Iteration 34Q: 3 clusters Score -7392471 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -7392672.500000 Penalty: 5403.154297
	Iteration 35Q: 3 clusters Score -7392672 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -7392864.000000 Penalty: 5403.154297
	Iteration 36Q: 3 clusters Score -7392864 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
Score: -7392997.500000 Penalty: 5403.154297
	Iteration 37Q: 3 clusters Score -7392998 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 51772 members 
Entering Unmasked Estep 
Score: -7393145.500000 Penalty: 5403.154297
	Iteration 38Q: 3 clusters Score -7393146 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -7393219.000000 Penalty: 5403.154297
	Iteration 39Q: 3 clusters Score -7393219 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -7393283.500000 Penalty: 5403.154297
	Iteration 40F: 3 clusters Score -7393284 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -7393327.500000 Penalty: 5403.154297
	Iteration 41Q: 3 clusters Score -7393328 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -7393377.500000 Penalty: 5403.154297
	Iteration 42Q: 3 clusters Score -7393378 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 52433 members 
Entering Unmasked Estep 
Score: -7393414.500000 Penalty: 5403.154297
	Iteration 43Q: 3 clusters Score -7393414 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -7393459.000000 Penalty: 5403.154297
	Iteration 44Q: 3 clusters Score -7393459 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -7393487.000000 Penalty: 5403.154297
	Iteration 45Q: 3 clusters Score -7393487 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 52602 members 
Entering Unmasked Estep 
Score: -7393495.000000 Penalty: 5403.154297
	Iteration 46Q: 3 clusters Score -7393495 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -7393511.000000 Penalty: 5403.154297
	Iteration 47Q: 3 clusters Score -7393511 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
Score: -7393533.000000 Penalty: 5403.154297
	Iteration 48Q: 3 clusters Score -7393533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -7393533.500000 Penalty: 5403.154297
	Iteration 49Q: 3 clusters Score -7393534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -7393540.500000 Penalty: 5403.154297
	Iteration 50Q: 3 clusters Score -7393540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
Score: -7393545.000000 Penalty: 5403.154297
	Iteration 51Q: 3 clusters Score -7393545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -7393557.000000 Penalty: 5403.154297
	Iteration 52Q: 3 clusters Score -7393557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -7393557.500000 Penalty: 5403.154297
	Iteration 53Q: 3 clusters Score -7393558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -7393566.000000 Penalty: 5403.154297
	Iteration 54Q: 3 clusters Score -7393566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -7393574.500000 Penalty: 5403.154297
	Iteration 55Q: 3 clusters Score -7393574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 52777 members 
Entering Unmasked Estep 
Score: -7393578.000000 Penalty: 5403.154297
	Iteration 56Q: 3 clusters Score -7393578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 52791 members 
Entering Unmasked Estep 
Score: -7393582.500000 Penalty: 5403.154297
	Iteration 57Q: 3 clusters Score -7393582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -7393591.000000 Penalty: 5403.154297
	Iteration 58Q: 3 clusters Score -7393591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -7393592.000000 Penalty: 5403.154297
	Iteration 59Q: 3 clusters Score -7393592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 52811 members 
Entering Unmasked Estep 
Score: -7393598.500000 Penalty: 5403.154297
	Iteration 60F: 3 clusters Score -7393598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -7393601.000000 Penalty: 5403.154297
	Iteration 61Q: 3 clusters Score -7393601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
Score: -7393608.000000 Penalty: 5403.154297
	Iteration 62Q: 3 clusters Score -7393608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 52834 members 
Entering Unmasked Estep 
Score: -7393604.000000 Penalty: 5403.154297
	Iteration 63Q: 3 clusters Score -7393604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -7393608.000000 Penalty: 5403.154297
	Iteration 64Q: 3 clusters Score -7393608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 52845 members 
Entering Unmasked Estep 
Score: -7393607.500000 Penalty: 5403.154297
	Iteration 65Q: 3 clusters Score -7393608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 52848 members 
Entering Unmasked Estep 
Score: -7393609.000000 Penalty: 5403.154297
	Iteration 66Q: 3 clusters Score -7393609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -7393616.000000 Penalty: 5403.154297
	Iteration 67Q: 3 clusters Score -7393616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -7393617.000000 Penalty: 5403.154297
	Iteration 68Q: 3 clusters Score -7393617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -7393621.500000 Penalty: 5403.154297
	Iteration 69Q: 3 clusters Score -7393622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -7393626.000000 Penalty: 5403.154297
	Iteration 70Q: 3 clusters Score -7393626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -7393626.500000 Penalty: 5403.154297
	Iteration 71Q: 3 clusters Score -7393626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -7393627.000000 Penalty: 5403.154297
	Iteration 72Q: 3 clusters Score -7393627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 52882 members 
Entering Unmasked Estep 
Score: -7393628.000000 Penalty: 5403.154297
	Iteration 73Q: 3 clusters Score -7393628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 52892 members 
Entering Unmasked Estep 
Score: -7393626.500000 Penalty: 5403.154297
	Iteration 74Q: 3 clusters Score -7393626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 52900 members 
Entering Unmasked Estep 
Score: -7393625.000000 Penalty: 5403.154297
	Iteration 75Q: 3 clusters Score -7393625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -7393641.500000 Penalty: 5403.154297
	Iteration 76Q: 3 clusters Score -7393642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 52920 members 
Entering Unmasked Estep 
Score: -7393641.500000 Penalty: 5403.154297
	Iteration 77Q: 3 clusters Score -7393642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
Score: -7393639.500000 Penalty: 5403.154297
	Iteration 78Q: 3 clusters Score -7393640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 52938 members 
Entering Unmasked Estep 
Score: -7393650.000000 Penalty: 5403.154297
	Iteration 79Q: 3 clusters Score -7393650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 52950 members 
Entering Unmasked Estep 
Score: -7393656.500000 Penalty: 5403.154297
	Iteration 80F: 3 clusters Score -7393656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 52965 members 
Entering Unmasked Estep 
Score: -7393664.500000 Penalty: 5403.154297
	Iteration 81Q: 3 clusters Score -7393664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 52976 members 
Entering Unmasked Estep 
Score: -7393670.500000 Penalty: 5403.154297
	Iteration 82Q: 3 clusters Score -7393670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -7393671.000000 Penalty: 5403.154297
	Iteration 83Q: 3 clusters Score -7393671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -7393680.000000 Penalty: 5403.154297
	Iteration 84Q: 3 clusters Score -7393680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
Score: -7393683.500000 Penalty: 5403.154297
	Iteration 85Q: 3 clusters Score -7393684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -7393688.000000 Penalty: 5403.154297
	Iteration 86Q: 3 clusters Score -7393688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -7393682.500000 Penalty: 5403.154297
	Iteration 87Q: 3 clusters Score -7393682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -7393685.500000 Penalty: 5403.154297
	Iteration 88Q: 3 clusters Score -7393686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -7393692.500000 Penalty: 5403.154297
	Iteration 89Q: 3 clusters Score -7393692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 53012 members 
Entering Unmasked Estep 
Score: -7393695.000000 Penalty: 5403.154297
	Iteration 90Q: 3 clusters Score -7393695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -7393695.000000 Penalty: 5403.154297
	Iteration 91Q: 3 clusters Score -7393695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -7393695.000000 Penalty: 5403.154297
	Iteration 92F: 3 clusters Score -7393695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Entering Unmasked Estep 
Score: -565154.562500 Penalty: 2068.787842
	Iteration 0F: 2 clusters Score -565154.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -561119.687500 Penalty: 4137.575684
	Iteration 0F: 3 clusters Score -561119.7 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -562161.250000 Penalty: 4137.575684
	Iteration 1F: 3 clusters Score -562161.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -562525.437500 Penalty: 4137.575684
	Iteration 2F: 3 clusters Score -562525.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -562816.062500 Penalty: 4137.575684
	Iteration 3F: 3 clusters Score -562816.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -563150.750000 Penalty: 4137.575684
	Iteration 4F: 3 clusters Score -563150.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -563573.625000 Penalty: 4137.575684
	Iteration 5F: 3 clusters Score -563573.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -564029.500000 Penalty: 4137.575684
	Iteration 6F: 3 clusters Score -564029.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -564392.312500 Penalty: 4137.575684
	Iteration 7F: 3 clusters Score -564392.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -564553.187500 Penalty: 4137.575684
	Iteration 8Q: 3 clusters Score -564553.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -564644.250000 Penalty: 4137.575684
	Iteration 9Q: 3 clusters Score -564644.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -564701.437500 Penalty: 4137.575684
	Iteration 10Q: 3 clusters Score -564701.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -564729.750000 Penalty: 4137.575684
	Iteration 11Q: 3 clusters Score -564729.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -564747.187500 Penalty: 4137.575684
	Iteration 12Q: 3 clusters Score -564747.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -564758.812500 Penalty: 4137.575684
	Iteration 13Q: 3 clusters Score -564758.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -564764.250000 Penalty: 4137.575684
	Iteration 14Q: 3 clusters Score -564764.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -564769.250000 Penalty: 4137.575684
	Iteration 15Q: 3 clusters Score -564769.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -564771.500000 Penalty: 4137.575684
	Iteration 16Q: 3 clusters Score -564771.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -564772.437500 Penalty: 4137.575684
	Iteration 17Q: 3 clusters Score -564772.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -564773.625000 Penalty: 4137.575684
	Iteration 18Q: 3 clusters Score -564773.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -564774.937500 Penalty: 4137.575684
	Iteration 19Q: 3 clusters Score -564774.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -564777.437500 Penalty: 4137.575684
	Iteration 20F: 3 clusters Score -564777.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -564778.250000 Penalty: 4137.575684
	Iteration 21Q: 3 clusters Score -564778.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -564781.125000 Penalty: 4137.575684
	Iteration 22Q: 3 clusters Score -564781.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -564780.625000 Penalty: 4137.575684
	Iteration 23Q: 3 clusters Score -564780.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -564781.000000 Penalty: 4137.575684
	Iteration 24Q: 3 clusters Score -564781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -564782.000000 Penalty: 4137.575684
	Iteration 25Q: 3 clusters Score -564782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -564783.187500 Penalty: 4137.575684
	Iteration 26Q: 3 clusters Score -564783.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -564785.312500 Penalty: 4137.575684
	Iteration 27Q: 3 clusters Score -564785.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -564785.812500 Penalty: 4137.575684
	Iteration 28Q: 3 clusters Score -564785.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -564785.812500 Penalty: 4137.575684
	Iteration 29F: 3 clusters Score -564785.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Entering Unmasked Estep 
Score: -2131525.500000 Penalty: 2395.382568
	Iteration 0F: 2 clusters Score -2131526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2120262.500000 Penalty: 4790.765137
	Iteration 0F: 3 clusters Score -2120262 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2123922.500000 Penalty: 4790.765137
	Iteration 1F: 3 clusters Score -2123922 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2124364.250000 Penalty: 4790.765137
	Iteration 2F: 3 clusters Score -2124364 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2124750.000000 Penalty: 4790.765137
	Iteration 3F: 3 clusters Score -2124750 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2125136.750000 Penalty: 4790.765137
	Iteration 4Q: 3 clusters Score -2125137 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2125533.250000 Penalty: 4790.765137
	Iteration 5Q: 3 clusters Score -2125533 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2126003.250000 Penalty: 4790.765137
	Iteration 6F: 3 clusters Score -2126003 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2126519.500000 Penalty: 4790.765137
	Iteration 7F: 3 clusters Score -2126520 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2127074.250000 Penalty: 4790.765137
	Iteration 8F: 3 clusters Score -2127074 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2127636.000000 Penalty: 4790.765137
	Iteration 9F: 3 clusters Score -2127636 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2128117.250000 Penalty: 4790.765137
	Iteration 10Q: 3 clusters Score -2128117 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2128547.250000 Penalty: 4790.765137
	Iteration 11Q: 3 clusters Score -2128547 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2128892.500000 Penalty: 4790.765137
	Iteration 12Q: 3 clusters Score -2128892 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2129144.250000 Penalty: 4790.765137
	Iteration 13Q: 3 clusters Score -2129144 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2129334.750000 Penalty: 4790.765137
	Iteration 14Q: 3 clusters Score -2129335 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2129475.000000 Penalty: 4790.765137
	Iteration 15Q: 3 clusters Score -2129475 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2129590.000000 Penalty: 4790.765137
	Iteration 16Q: 3 clusters Score -2129590 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2129676.250000 Penalty: 4790.765137
	Iteration 17Q: 3 clusters Score -2129676 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2129746.750000 Penalty: 4790.765137
	Iteration 18Q: 3 clusters Score -2129747 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2129798.000000 Penalty: 4790.765137
	Iteration 19Q: 3 clusters Score -2129798 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2129835.000000 Penalty: 4790.765137
	Iteration 20F: 3 clusters Score -2129835 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2129874.750000 Penalty: 4790.765137
	Iteration 21Q: 3 clusters Score -2129875 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2129914.750000 Penalty: 4790.765137
	Iteration 22Q: 3 clusters Score -2129915 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2129945.000000 Penalty: 4790.765137
	Iteration 23Q: 3 clusters Score -2129945 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2129965.250000 Penalty: 4790.765137
	Iteration 24Q: 3 clusters Score -2129965 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2129982.750000 Penalty: 4790.765137
	Iteration 25Q: 3 clusters Score -2129983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2129995.750000 Penalty: 4790.765137
	Iteration 26Q: 3 clusters Score -2129996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2130011.000000 Penalty: 4790.765137
	Iteration 27Q: 3 clusters Score -2130011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2130014.750000 Penalty: 4790.765137
	Iteration 28Q: 3 clusters Score -2130015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2130018.750000 Penalty: 4790.765137
	Iteration 29Q: 3 clusters Score -2130019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2130033.500000 Penalty: 4790.765137
	Iteration 30Q: 3 clusters Score -2130034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2130039.000000 Penalty: 4790.765137
	Iteration 31Q: 3 clusters Score -2130039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2130049.500000 Penalty: 4790.765137
	Iteration 32Q: 3 clusters Score -2130050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2130058.000000 Penalty: 4790.765137
	Iteration 33Q: 3 clusters Score -2130058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2130062.250000 Penalty: 4790.765137
	Iteration 34Q: 3 clusters Score -2130062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2130063.000000 Penalty: 4790.765137
	Iteration 35Q: 3 clusters Score -2130063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2130062.250000 Penalty: 4790.765137
	Iteration 36Q: 3 clusters Score -2130062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2130065.000000 Penalty: 4790.765137
	Iteration 37Q: 3 clusters Score -2130065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2130069.250000 Penalty: 4790.765137
	Iteration 38Q: 3 clusters Score -2130069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2130067.500000 Penalty: 4790.765137
	Iteration 39Q: 3 clusters Score -2130068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2130068.500000 Penalty: 4790.765137
	Iteration 40F: 3 clusters Score -2130068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2130071.250000 Penalty: 4790.765137
	Iteration 41Q: 3 clusters Score -2130071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2130071.000000 Penalty: 4790.765137
	Iteration 42Q: 3 clusters Score -2130071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2130070.000000 Penalty: 4790.765137
	Iteration 43Q: 3 clusters Score -2130070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2130070.000000 Penalty: 4790.765137
	Iteration 44Q: 3 clusters Score -2130070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2130073.250000 Penalty: 4790.765137
	Iteration 45Q: 3 clusters Score -2130073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2130074.500000 Penalty: 4790.765137
	Iteration 46Q: 3 clusters Score -2130074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2130074.250000 Penalty: 4790.765137
	Iteration 47Q: 3 clusters Score -2130074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2130074.250000 Penalty: 4790.765137
	Iteration 48F: 3 clusters Score -2130074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (190110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190110 members 
Entering Unmasked Estep 
Score: -26441484.000000 Penalty: 3014.528809
	Iteration 0F: 2 clusters Score -2.644148e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95193 members 
Mstep: Class 2 contains 94917 members 
Entering Unmasked Estep 
Score: -26321014.000000 Penalty: 6029.057617
	Iteration 0F: 3 clusters Score -2.632101e+07 nChanged 91385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98478 members 
Mstep: Class 2 contains 91632 members 
Entering Unmasked Estep 
Score: -26374092.000000 Penalty: 6029.057617
	Iteration 1F: 3 clusters Score -2.637409e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100315 members 
Mstep: Class 2 contains 89795 members 
Entering Unmasked Estep 
Score: -26375356.000000 Penalty: 6029.057617
	Iteration 2Q: 3 clusters Score -2.637536e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103066 members 
Mstep: Class 2 contains 87044 members 
Entering Unmasked Estep 
Score: -26377116.000000 Penalty: 6029.057617
	Iteration 3Q: 3 clusters Score -2.637712e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107012 members 
Mstep: Class 2 contains 83098 members 
Entering Unmasked Estep 
Score: -26379456.000000 Penalty: 6029.057617
	Iteration 4Q: 3 clusters Score -2.637946e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112614 members 
Mstep: Class 2 contains 77496 members 
Entering Unmasked Estep 
Score: -26383312.000000 Penalty: 6029.057617
	Iteration 5Q: 3 clusters Score -2.638331e+07 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119792 members 
Mstep: Class 2 contains 70318 members 
Entering Unmasked Estep 
Score: -26389354.000000 Penalty: 6029.057617
	Iteration 6Q: 3 clusters Score -2.638935e+07 nChanged 11038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127958 members 
Mstep: Class 2 contains 62152 members 
Entering Unmasked Estep 
Score: -26397884.000000 Penalty: 6029.057617
	Iteration 7F: 3 clusters Score -2.639788e+07 nChanged 11906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135600 members 
Mstep: Class 2 contains 54510 members 
Entering Unmasked Estep 
Score: -26407174.000000 Penalty: 6029.057617
	Iteration 8F: 3 clusters Score -2.640717e+07 nChanged 11051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140873 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -26415046.000000 Penalty: 6029.057617
	Iteration 9F: 3 clusters Score -2.641505e+07 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143942 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -26419556.000000 Penalty: 6029.057617
	Iteration 10Q: 3 clusters Score -2.641956e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145902 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -26421408.000000 Penalty: 6029.057617
	Iteration 11Q: 3 clusters Score -2.642141e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147503 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -26422330.000000 Penalty: 6029.057617
	Iteration 12Q: 3 clusters Score -2.642233e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149111 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -26422902.000000 Penalty: 6029.057617
	Iteration 13Q: 3 clusters Score -2.64229e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150601 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -26423248.000000 Penalty: 6029.057617
	Iteration 14Q: 3 clusters Score -2.642325e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152054 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -26423762.000000 Penalty: 6029.057617
	Iteration 15Q: 3 clusters Score -2.642376e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153538 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -26424216.000000 Penalty: 6029.057617
	Iteration 16Q: 3 clusters Score -2.642422e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155050 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -26424738.000000 Penalty: 6029.057617
	Iteration 17Q: 3 clusters Score -2.642474e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156591 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -26425132.000000 Penalty: 6029.057617
	Iteration 18Q: 3 clusters Score -2.642513e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158097 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -26425568.000000 Penalty: 6029.057617
	Iteration 19Q: 3 clusters Score -2.642557e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159613 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -26426106.000000 Penalty: 6029.057617
	Iteration 20F: 3 clusters Score -2.642611e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161133 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -26426556.000000 Penalty: 6029.057617
	Iteration 21Q: 3 clusters Score -2.642656e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162626 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -26426974.000000 Penalty: 6029.057617
	Iteration 22Q: 3 clusters Score -2.642697e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164155 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -26427494.000000 Penalty: 6029.057617
	Iteration 23Q: 3 clusters Score -2.642749e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165672 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -26427964.000000 Penalty: 6029.057617
	Iteration 24Q: 3 clusters Score -2.642796e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167128 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -26428498.000000 Penalty: 6029.057617
	Iteration 25Q: 3 clusters Score -2.64285e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168549 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -26429022.000000 Penalty: 6029.057617
	Iteration 26Q: 3 clusters Score -2.642902e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169995 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -26429564.000000 Penalty: 6029.057617
	Iteration 27Q: 3 clusters Score -2.642956e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171396 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -26430230.000000 Penalty: 6029.057617
	Iteration 28Q: 3 clusters Score -2.643023e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172766 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -26430900.000000 Penalty: 6029.057617
	Iteration 29Q: 3 clusters Score -2.64309e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174174 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -26431370.000000 Penalty: 6029.057617
	Iteration 30Q: 3 clusters Score -2.643137e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175502 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -26431824.000000 Penalty: 6029.057617
	Iteration 31Q: 3 clusters Score -2.643182e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176794 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -26432418.000000 Penalty: 6029.057617
	Iteration 32Q: 3 clusters Score -2.643242e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178063 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -26433062.000000 Penalty: 6029.057617
	Iteration 33Q: 3 clusters Score -2.643306e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179262 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -26433560.000000 Penalty: 6029.057617
	Iteration 34Q: 3 clusters Score -2.643356e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180356 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -26434250.000000 Penalty: 6029.057617
	Iteration 35Q: 3 clusters Score -2.643425e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181394 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -26434752.000000 Penalty: 6029.057617
	Iteration 36Q: 3 clusters Score -2.643475e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182336 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -26435190.000000 Penalty: 6029.057617
	Iteration 37Q: 3 clusters Score -2.643519e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183200 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -26435568.000000 Penalty: 6029.057617
	Iteration 38Q: 3 clusters Score -2.643557e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184009 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -26436060.000000 Penalty: 6029.057617
	Iteration 39Q: 3 clusters Score -2.643606e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184703 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -26436494.000000 Penalty: 6029.057617
	Iteration 40F: 3 clusters Score -2.643649e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185346 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -26436906.000000 Penalty: 6029.057617
	Iteration 41Q: 3 clusters Score -2.643691e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185890 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -26437228.000000 Penalty: 6029.057617
	Iteration 42Q: 3 clusters Score -2.643723e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186337 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -26437502.000000 Penalty: 6029.057617
	Iteration 43Q: 3 clusters Score -2.64375e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186711 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -26437652.000000 Penalty: 6029.057617
	Iteration 44Q: 3 clusters Score -2.643765e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187015 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -26437862.000000 Penalty: 6029.057617
	Iteration 45Q: 3 clusters Score -2.643786e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187243 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -26437948.000000 Penalty: 6029.057617
	Iteration 46Q: 3 clusters Score -2.643795e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187431 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -26438050.000000 Penalty: 6029.057617
	Iteration 47Q: 3 clusters Score -2.643805e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187599 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -26438136.000000 Penalty: 6029.057617
	Iteration 48Q: 3 clusters Score -2.643814e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187733 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -26438200.000000 Penalty: 6029.057617
	Iteration 49Q: 3 clusters Score -2.64382e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187853 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -26438272.000000 Penalty: 6029.057617
	Iteration 50Q: 3 clusters Score -2.643827e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187961 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -26438308.000000 Penalty: 6029.057617
	Iteration 51Q: 3 clusters Score -2.643831e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188042 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -26438352.000000 Penalty: 6029.057617
	Iteration 52Q: 3 clusters Score -2.643835e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188116 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -26438418.000000 Penalty: 6029.057617
	Iteration 53Q: 3 clusters Score -2.643842e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188179 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -26438434.000000 Penalty: 6029.057617
	Iteration 54Q: 3 clusters Score -2.643843e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188235 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -26438474.000000 Penalty: 6029.057617
	Iteration 55Q: 3 clusters Score -2.643847e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188284 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -26438506.000000 Penalty: 6029.057617
	Iteration 56Q: 3 clusters Score -2.643851e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188325 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -26438544.000000 Penalty: 6029.057617
	Iteration 57Q: 3 clusters Score -2.643854e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188349 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -26438566.000000 Penalty: 6029.057617
	Iteration 58Q: 3 clusters Score -2.643857e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188373 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -26438582.000000 Penalty: 6029.057617
	Iteration 59Q: 3 clusters Score -2.643858e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188405 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -26438600.000000 Penalty: 6029.057617
	Iteration 60F: 3 clusters Score -2.64386e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188424 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -26438628.000000 Penalty: 6029.057617
	Iteration 61Q: 3 clusters Score -2.643863e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188448 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -26438658.000000 Penalty: 6029.057617
	Iteration 62Q: 3 clusters Score -2.643866e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188476 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -26438686.000000 Penalty: 6029.057617
	Iteration 63Q: 3 clusters Score -2.643869e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188500 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -26438736.000000 Penalty: 6029.057617
	Iteration 64Q: 3 clusters Score -2.643874e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188517 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -26438724.000000 Penalty: 6029.057617
	Iteration 65Q: 3 clusters Score -2.643872e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188536 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -26438738.000000 Penalty: 6029.057617
	Iteration 66Q: 3 clusters Score -2.643874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188550 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -26438740.000000 Penalty: 6029.057617
	Iteration 67Q: 3 clusters Score -2.643874e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188562 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -26438762.000000 Penalty: 6029.057617
	Iteration 68Q: 3 clusters Score -2.643876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188571 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -26438760.000000 Penalty: 6029.057617
	Iteration 69Q: 3 clusters Score -2.643876e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188580 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -26438756.000000 Penalty: 6029.057617
	Iteration 70Q: 3 clusters Score -2.643876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188582 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -26438776.000000 Penalty: 6029.057617
	Iteration 71Q: 3 clusters Score -2.643878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188583 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -26438792.000000 Penalty: 6029.057617
	Iteration 72Q: 3 clusters Score -2.643879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188589 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -26438800.000000 Penalty: 6029.057617
	Iteration 73Q: 3 clusters Score -2.64388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188590 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -26438782.000000 Penalty: 6029.057617
	Iteration 74Q: 3 clusters Score -2.643878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188596 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -26438768.000000 Penalty: 6029.057617
	Iteration 75Q: 3 clusters Score -2.643877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188596 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -26438778.000000 Penalty: 6029.057617
	Iteration 76Q: 3 clusters Score -2.643878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188600 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -26438780.000000 Penalty: 6029.057617
	Iteration 77Q: 3 clusters Score -2.643878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188602 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -26438784.000000 Penalty: 6029.057617
	Iteration 78Q: 3 clusters Score -2.643878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188604 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -26438778.000000 Penalty: 6029.057617
	Iteration 79Q: 3 clusters Score -2.643878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188604 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -26438778.000000 Penalty: 6029.057617
	Iteration 80F: 3 clusters Score -2.643878e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Entering Unmasked Estep 
Score: -701555.312500 Penalty: 2117.709229
	Iteration 0F: 2 clusters Score -701555.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -697026.437500 Penalty: 4235.418457
	Iteration 0F: 3 clusters Score -697026.4 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -698090.312500 Penalty: 4235.418457
	Iteration 1F: 3 clusters Score -698090.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -698319.375000 Penalty: 4235.418457
	Iteration 2F: 3 clusters Score -698319.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -698454.250000 Penalty: 4235.418457
	Iteration 3F: 3 clusters Score -698454.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -698539.500000 Penalty: 4235.418457
	Iteration 4Q: 3 clusters Score -698539.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -698611.562500 Penalty: 4235.418457
	Iteration 5Q: 3 clusters Score -698611.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -698659.437500 Penalty: 4235.418457
	Iteration 6Q: 3 clusters Score -698659.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -698694.062500 Penalty: 4235.418457
	Iteration 7Q: 3 clusters Score -698694.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -698727.500000 Penalty: 4235.418457
	Iteration 8Q: 3 clusters Score -698727.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -698756.312500 Penalty: 4235.418457
	Iteration 9Q: 3 clusters Score -698756.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -698786.187500 Penalty: 4235.418457
	Iteration 10Q: 3 clusters Score -698786.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -698818.187500 Penalty: 4235.418457
	Iteration 11Q: 3 clusters Score -698818.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -698842.062500 Penalty: 4235.418457
	Iteration 12Q: 3 clusters Score -698842.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -698876.875000 Penalty: 4235.418457
	Iteration 13Q: 3 clusters Score -698876.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -698920.125000 Penalty: 4235.418457
	Iteration 14Q: 3 clusters Score -698920.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -698974.250000 Penalty: 4235.418457
	Iteration 15Q: 3 clusters Score -698974.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -699028.687500 Penalty: 4235.418457
	Iteration 16Q: 3 clusters Score -699028.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -699078.250000 Penalty: 4235.418457
	Iteration 17Q: 3 clusters Score -699078.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -699120.187500 Penalty: 4235.418457
	Iteration 18Q: 3 clusters Score -699120.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -699155.687500 Penalty: 4235.418457
	Iteration 19Q: 3 clusters Score -699155.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -699197.312500 Penalty: 4235.418457
	Iteration 20F: 3 clusters Score -699197.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -699245.937500 Penalty: 4235.418457
	Iteration 21Q: 3 clusters Score -699245.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -699285.625000 Penalty: 4235.418457
	Iteration 22Q: 3 clusters Score -699285.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -699329.500000 Penalty: 4235.418457
	Iteration 23Q: 3 clusters Score -699329.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -699362.062500 Penalty: 4235.418457
	Iteration 24Q: 3 clusters Score -699362.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -699393.937500 Penalty: 4235.418457
	Iteration 25Q: 3 clusters Score -699393.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -699423.562500 Penalty: 4235.418457
	Iteration 26Q: 3 clusters Score -699423.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -699446.062500 Penalty: 4235.418457
	Iteration 27Q: 3 clusters Score -699446.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -699476.062500 Penalty: 4235.418457
	Iteration 28Q: 3 clusters Score -699476.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -699507.000000 Penalty: 4235.418457
	Iteration 29Q: 3 clusters Score -699507 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -699531.687500 Penalty: 4235.418457
	Iteration 30Q: 3 clusters Score -699531.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -699549.625000 Penalty: 4235.418457
	Iteration 31Q: 3 clusters Score -699549.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -699576.187500 Penalty: 4235.418457
	Iteration 32Q: 3 clusters Score -699576.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -699601.937500 Penalty: 4235.418457
	Iteration 33Q: 3 clusters Score -699601.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -699620.625000 Penalty: 4235.418457
	Iteration 34Q: 3 clusters Score -699620.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -699641.562500 Penalty: 4235.418457
	Iteration 35Q: 3 clusters Score -699641.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -699658.750000 Penalty: 4235.418457
	Iteration 36Q: 3 clusters Score -699658.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -699672.562500 Penalty: 4235.418457
	Iteration 37Q: 3 clusters Score -699672.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -699683.875000 Penalty: 4235.418457
	Iteration 38Q: 3 clusters Score -699683.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -699693.312500 Penalty: 4235.418457
	Iteration 39Q: 3 clusters Score -699693.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -699701.375000 Penalty: 4235.418457
	Iteration 40F: 3 clusters Score -699701.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -699714.500000 Penalty: 4235.418457
	Iteration 41Q: 3 clusters Score -699714.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -699723.750000 Penalty: 4235.418457
	Iteration 42Q: 3 clusters Score -699723.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -699736.125000 Penalty: 4235.418457
	Iteration 43Q: 3 clusters Score -699736.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -699744.062500 Penalty: 4235.418457
	Iteration 44Q: 3 clusters Score -699744.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -699756.937500 Penalty: 4235.418457
	Iteration 45Q: 3 clusters Score -699756.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -699768.187500 Penalty: 4235.418457
	Iteration 46Q: 3 clusters Score -699768.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -699773.250000 Penalty: 4235.418457
	Iteration 47Q: 3 clusters Score -699773.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -699779.187500 Penalty: 4235.418457
	Iteration 48Q: 3 clusters Score -699779.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -699784.062500 Penalty: 4235.418457
	Iteration 49Q: 3 clusters Score -699784.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -699788.562500 Penalty: 4235.418457
	Iteration 50Q: 3 clusters Score -699788.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -699789.250000 Penalty: 4235.418457
	Iteration 51Q: 3 clusters Score -699789.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -699792.937500 Penalty: 4235.418457
	Iteration 52Q: 3 clusters Score -699792.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -699794.000000 Penalty: 4235.418457
	Iteration 53Q: 3 clusters Score -699794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -699795.000000 Penalty: 4235.418457
	Iteration 54Q: 3 clusters Score -699795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -699795.250000 Penalty: 4235.418457
	Iteration 55Q: 3 clusters Score -699795.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -699796.812500 Penalty: 4235.418457
	Iteration 56Q: 3 clusters Score -699796.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -699797.750000 Penalty: 4235.418457
	Iteration 57Q: 3 clusters Score -699797.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -699797.750000 Penalty: 4235.418457
	Iteration 58F: 3 clusters Score -699797.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -1026715.562500 Penalty: 2217.795166
	Iteration 0F: 2 clusters Score -1026716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1020536.187500 Penalty: 4435.590332
	Iteration 0F: 3 clusters Score -1020536 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1022346.750000 Penalty: 4435.590332
	Iteration 1F: 3 clusters Score -1022347 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1022775.500000 Penalty: 4435.590332
	Iteration 2F: 3 clusters Score -1022776 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1023156.375000 Penalty: 4435.590332
	Iteration 3F: 3 clusters Score -1023156 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1023518.687500 Penalty: 4435.590332
	Iteration 4F: 3 clusters Score -1023519 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1023837.812500 Penalty: 4435.590332
	Iteration 5F: 3 clusters Score -1023838 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1024091.000000 Penalty: 4435.590332
	Iteration 6Q: 3 clusters Score -1024091 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1024288.312500 Penalty: 4435.590332
	Iteration 7Q: 3 clusters Score -1024288 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1024425.625000 Penalty: 4435.590332
	Iteration 8Q: 3 clusters Score -1024426 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1024532.125000 Penalty: 4435.590332
	Iteration 9Q: 3 clusters Score -1024532 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1024638.625000 Penalty: 4435.590332
	Iteration 10Q: 3 clusters Score -1024639 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1024735.750000 Penalty: 4435.590332
	Iteration 11Q: 3 clusters Score -1024736 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1024839.625000 Penalty: 4435.590332
	Iteration 12Q: 3 clusters Score -1024840 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1024903.562500 Penalty: 4435.590332
	Iteration 13Q: 3 clusters Score -1024904 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1024963.062500 Penalty: 4435.590332
	Iteration 14Q: 3 clusters Score -1024963 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1025012.625000 Penalty: 4435.590332
	Iteration 15Q: 3 clusters Score -1025013 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1025049.125000 Penalty: 4435.590332
	Iteration 16Q: 3 clusters Score -1025049 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1025072.812500 Penalty: 4435.590332
	Iteration 17Q: 3 clusters Score -1025073 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1025097.562500 Penalty: 4435.590332
	Iteration 18Q: 3 clusters Score -1025098 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1025120.937500 Penalty: 4435.590332
	Iteration 19Q: 3 clusters Score -1025121 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1025137.875000 Penalty: 4435.590332
	Iteration 20F: 3 clusters Score -1025138 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1025160.125000 Penalty: 4435.590332
	Iteration 21Q: 3 clusters Score -1025160 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1025184.812500 Penalty: 4435.590332
	Iteration 22Q: 3 clusters Score -1025185 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1025205.187500 Penalty: 4435.590332
	Iteration 23Q: 3 clusters Score -1025205 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1025219.750000 Penalty: 4435.590332
	Iteration 24Q: 3 clusters Score -1025220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1025241.625000 Penalty: 4435.590332
	Iteration 25Q: 3 clusters Score -1025242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1025271.562500 Penalty: 4435.590332
	Iteration 26Q: 3 clusters Score -1025272 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1025307.500000 Penalty: 4435.590332
	Iteration 27Q: 3 clusters Score -1025308 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1025343.062500 Penalty: 4435.590332
	Iteration 28Q: 3 clusters Score -1025343 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1025388.375000 Penalty: 4435.590332
	Iteration 29Q: 3 clusters Score -1025388 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1025435.937500 Penalty: 4435.590332
	Iteration 30Q: 3 clusters Score -1025436 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1025475.250000 Penalty: 4435.590332
	Iteration 31Q: 3 clusters Score -1025475 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1025508.437500 Penalty: 4435.590332
	Iteration 32Q: 3 clusters Score -1025508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1025539.625000 Penalty: 4435.590332
	Iteration 33Q: 3 clusters Score -1025540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1025560.062500 Penalty: 4435.590332
	Iteration 34Q: 3 clusters Score -1025560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1025572.937500 Penalty: 4435.590332
	Iteration 35Q: 3 clusters Score -1025573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1025579.625000 Penalty: 4435.590332
	Iteration 36Q: 3 clusters Score -1025580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1025586.687500 Penalty: 4435.590332
	Iteration 37Q: 3 clusters Score -1025587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1025591.437500 Penalty: 4435.590332
	Iteration 38Q: 3 clusters Score -1025591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1025594.500000 Penalty: 4435.590332
	Iteration 39Q: 3 clusters Score -1025594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1025599.375000 Penalty: 4435.590332
	Iteration 40F: 3 clusters Score -1025599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1025602.687500 Penalty: 4435.590332
	Iteration 41Q: 3 clusters Score -1025603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1025606.687500 Penalty: 4435.590332
	Iteration 42Q: 3 clusters Score -1025607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1025610.125000 Penalty: 4435.590332
	Iteration 43Q: 3 clusters Score -1025610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1025609.312500 Penalty: 4435.590332
	Iteration 44Q: 3 clusters Score -1025609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1025610.750000 Penalty: 4435.590332
	Iteration 45Q: 3 clusters Score -1025611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1025612.375000 Penalty: 4435.590332
	Iteration 46Q: 3 clusters Score -1025612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1025610.750000 Penalty: 4435.590332
	Iteration 47Q: 3 clusters Score -1025611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1025610.750000 Penalty: 4435.590332
	Iteration 48F: 3 clusters Score -1025611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Entering Unmasked Estep 
Score: -846507.937500 Penalty: 2169.618896
	Iteration 0F: 2 clusters Score -846507.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -841204.437500 Penalty: 4339.237793
	Iteration 0F: 3 clusters Score -841204.4 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -842571.875000 Penalty: 4339.237793
	Iteration 1F: 3 clusters Score -842571.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -842947.625000 Penalty: 4339.237793
	Iteration 2F: 3 clusters Score -842947.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -843344.125000 Penalty: 4339.237793
	Iteration 3F: 3 clusters Score -843344.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -843785.937500 Penalty: 4339.237793
	Iteration 4F: 3 clusters Score -843785.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -844247.125000 Penalty: 4339.237793
	Iteration 5F: 3 clusters Score -844247.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -844657.687500 Penalty: 4339.237793
	Iteration 6F: 3 clusters Score -844657.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -844989.687500 Penalty: 4339.237793
	Iteration 7F: 3 clusters Score -844989.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -845208.125000 Penalty: 4339.237793
	Iteration 8Q: 3 clusters Score -845208.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -845344.750000 Penalty: 4339.237793
	Iteration 9Q: 3 clusters Score -845344.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -845436.875000 Penalty: 4339.237793
	Iteration 10Q: 3 clusters Score -845436.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -845499.875000 Penalty: 4339.237793
	Iteration 11Q: 3 clusters Score -845499.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -845556.562500 Penalty: 4339.237793
	Iteration 12Q: 3 clusters Score -845556.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -845588.625000 Penalty: 4339.237793
	Iteration 13Q: 3 clusters Score -845588.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -845611.187500 Penalty: 4339.237793
	Iteration 14Q: 3 clusters Score -845611.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -845625.562500 Penalty: 4339.237793
	Iteration 15Q: 3 clusters Score -845625.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -845632.937500 Penalty: 4339.237793
	Iteration 16Q: 3 clusters Score -845632.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -845638.062500 Penalty: 4339.237793
	Iteration 17Q: 3 clusters Score -845638.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -845639.187500 Penalty: 4339.237793
	Iteration 18Q: 3 clusters Score -845639.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -845645.125000 Penalty: 4339.237793
	Iteration 19Q: 3 clusters Score -845645.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -845645.812500 Penalty: 4339.237793
	Iteration 20F: 3 clusters Score -845645.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -845645.562500 Penalty: 4339.237793
	Iteration 21Q: 3 clusters Score -845645.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -845645.562500 Penalty: 4339.237793
	Iteration 22F: 3 clusters Score -845645.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Entering Unmasked Estep 
Score: -759869.375000 Penalty: 2160.560303
	Iteration 0F: 2 clusters Score -759869.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -754734.937500 Penalty: 4321.120605
	Iteration 0F: 3 clusters Score -754734.9 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -756370.562500 Penalty: 4321.120605
	Iteration 1F: 3 clusters Score -756370.6 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -757241.187500 Penalty: 4321.120605
	Iteration 2F: 3 clusters Score -757241.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -758159.312500 Penalty: 4321.120605
	Iteration 3F: 3 clusters Score -758159.3 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -758996.375000 Penalty: 4321.120605
	Iteration 4F: 3 clusters Score -758996.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -759516.062500 Penalty: 4321.120605
	Iteration 5F: 3 clusters Score -759516.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -759760.625000 Penalty: 4321.120605
	Iteration 6Q: 3 clusters Score -759760.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -759850.937500 Penalty: 4321.120605
	Iteration 7Q: 3 clusters Score -759850.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -759896.750000 Penalty: 4321.120605
	Iteration 8Q: 3 clusters Score -759896.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -759931.500000 Penalty: 4321.120605
	Iteration 9Q: 3 clusters Score -759931.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -759966.062500 Penalty: 4321.120605
	Iteration 10Q: 3 clusters Score -759966.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -759990.937500 Penalty: 4321.120605
	Iteration 11Q: 3 clusters Score -759990.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -760013.750000 Penalty: 4321.120605
	Iteration 12Q: 3 clusters Score -760013.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -760028.750000 Penalty: 4321.120605
	Iteration 13Q: 3 clusters Score -760028.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -760040.937500 Penalty: 4321.120605
	Iteration 14Q: 3 clusters Score -760040.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -760059.187500 Penalty: 4321.120605
	Iteration 15Q: 3 clusters Score -760059.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -760076.250000 Penalty: 4321.120605
	Iteration 16Q: 3 clusters Score -760076.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -760088.937500 Penalty: 4321.120605
	Iteration 17Q: 3 clusters Score -760088.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -760095.375000 Penalty: 4321.120605
	Iteration 18Q: 3 clusters Score -760095.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -760099.687500 Penalty: 4321.120605
	Iteration 19Q: 3 clusters Score -760099.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -760101.187500 Penalty: 4321.120605
	Iteration 20F: 3 clusters Score -760101.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -760103.312500 Penalty: 4321.120605
	Iteration 21Q: 3 clusters Score -760103.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -760104.250000 Penalty: 4321.120605
	Iteration 22Q: 3 clusters Score -760104.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -760104.125000 Penalty: 4321.120605
	Iteration 23Q: 3 clusters Score -760104.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -760104.437500 Penalty: 4321.120605
	Iteration 24Q: 3 clusters Score -760104.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -760104.437500 Penalty: 4321.120605
	Iteration 25F: 3 clusters Score -760104.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 60016 members 
Mstep: Class 2 contains 6136 members 
Mstep: Class 3 contains 24242 members 
Mstep: Class 4 contains 14047 members 
Mstep: Class 5 contains 53823 members 
Mstep: Class 6 contains 4196 members 
Mstep: Class 7 contains 15659 members 
Mstep: Class 8 contains 190110 members 
Mstep: Class 9 contains 5111 members 
Mstep: Class 10 contains 7652 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 3445 members 
Mstep: Class 13 contains 15533 members 
Mstep: Class 14 contains 10806 members 
Mstep: Class 15 contains 7779 members 
Mstep: Class 16 contains 25728 members 
Mstep: Class 17 contains 2925 members 
Mstep: Class 18 contains 154334 members 
Mstep: Class 19 contains 138910 members 
Mstep: Class 20 contains 27093 members 
Mstep: Class 21 contains 1658 members 
Mstep: Class 22 contains 34008 members 
Mstep: Class 23 contains 16324 members 
Mstep: Class 24 contains 46942 members 
Mstep: Class 25 contains 131456 members 
Mstep: Class 26 contains 45680 members 
Mstep: Class 27 contains 958 members 
Mstep: Class 28 contains 2630 members 
Entering Unmasked Estep 
Score: -142934864.000000 Penalty: 96296.875000
Splitting cluster 12 changes total score from -142935440.000000 to -142934864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (15533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Entering Unmasked Estep 
Score: -2164936.000000 Penalty: 2393.379150
	Iteration 0F: 2 clusters Score -2164936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2153659.250000 Penalty: 4786.758301
	Iteration 0F: 3 clusters Score -2153659 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2157194.500000 Penalty: 4786.758301
	Iteration 1F: 3 clusters Score -2157194 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2157535.000000 Penalty: 4786.758301
	Iteration 2F: 3 clusters Score -2157535 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2157810.500000 Penalty: 4786.758301
	Iteration 3Q: 3 clusters Score -2157810 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2158047.750000 Penalty: 4786.758301
	Iteration 4Q: 3 clusters Score -2158048 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2158265.500000 Penalty: 4786.758301
	Iteration 5Q: 3 clusters Score -2158266 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2158469.000000 Penalty: 4786.758301
	Iteration 6Q: 3 clusters Score -2158469 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2158692.250000 Penalty: 4786.758301
	Iteration 7Q: 3 clusters Score -2158692 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2158971.750000 Penalty: 4786.758301
	Iteration 8Q: 3 clusters Score -2158972 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2159315.500000 Penalty: 4786.758301
	Iteration 9Q: 3 clusters Score -2159316 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2159795.250000 Penalty: 4786.758301
	Iteration 10Q: 3 clusters Score -2159795 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2160433.500000 Penalty: 4786.758301
	Iteration 11F: 3 clusters Score -2160434 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2161195.000000 Penalty: 4786.758301
	Iteration 12F: 3 clusters Score -2161195 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2161833.250000 Penalty: 4786.758301
	Iteration 13F: 3 clusters Score -2161833 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2162169.000000 Penalty: 4786.758301
	Iteration 14Q: 3 clusters Score -2162169 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2162327.750000 Penalty: 4786.758301
	Iteration 15Q: 3 clusters Score -2162328 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2162416.500000 Penalty: 4786.758301
	Iteration 16Q: 3 clusters Score -2162416 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2162472.000000 Penalty: 4786.758301
	Iteration 17Q: 3 clusters Score -2162472 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2162506.250000 Penalty: 4786.758301
	Iteration 18Q: 3 clusters Score -2162506 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2162528.000000 Penalty: 4786.758301
	Iteration 19Q: 3 clusters Score -2162528 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2162545.250000 Penalty: 4786.758301
	Iteration 20F: 3 clusters Score -2162545 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2162565.250000 Penalty: 4786.758301
	Iteration 21Q: 3 clusters Score -2162565 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2162579.250000 Penalty: 4786.758301
	Iteration 22Q: 3 clusters Score -2162579 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2162581.250000 Penalty: 4786.758301
	Iteration 23Q: 3 clusters Score -2162581 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2162588.500000 Penalty: 4786.758301
	Iteration 24Q: 3 clusters Score -2162588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2162598.750000 Penalty: 4786.758301
	Iteration 25Q: 3 clusters Score -2162599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2162606.750000 Penalty: 4786.758301
	Iteration 26Q: 3 clusters Score -2162607 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2162613.500000 Penalty: 4786.758301
	Iteration 27Q: 3 clusters Score -2162614 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2162625.500000 Penalty: 4786.758301
	Iteration 28Q: 3 clusters Score -2162626 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2162637.250000 Penalty: 4786.758301
	Iteration 29Q: 3 clusters Score -2162637 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2162639.250000 Penalty: 4786.758301
	Iteration 30Q: 3 clusters Score -2162639 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2162647.750000 Penalty: 4786.758301
	Iteration 31Q: 3 clusters Score -2162648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2162650.000000 Penalty: 4786.758301
	Iteration 32Q: 3 clusters Score -2162650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2162660.000000 Penalty: 4786.758301
	Iteration 33Q: 3 clusters Score -2162660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2162659.750000 Penalty: 4786.758301
	Iteration 34Q: 3 clusters Score -2162660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2162663.250000 Penalty: 4786.758301
	Iteration 35Q: 3 clusters Score -2162663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2162668.500000 Penalty: 4786.758301
	Iteration 36Q: 3 clusters Score -2162668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2162674.000000 Penalty: 4786.758301
	Iteration 37Q: 3 clusters Score -2162674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2162682.250000 Penalty: 4786.758301
	Iteration 38Q: 3 clusters Score -2162682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2162677.750000 Penalty: 4786.758301
	Iteration 39Q: 3 clusters Score -2162678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2162687.750000 Penalty: 4786.758301
	Iteration 40F: 3 clusters Score -2162688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2162688.250000 Penalty: 4786.758301
	Iteration 41Q: 3 clusters Score -2162688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2162703.250000 Penalty: 4786.758301
	Iteration 42Q: 3 clusters Score -2162703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2162698.500000 Penalty: 4786.758301
	Iteration 43Q: 3 clusters Score -2162698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2162699.750000 Penalty: 4786.758301
	Iteration 44Q: 3 clusters Score -2162700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2162703.750000 Penalty: 4786.758301
	Iteration 45Q: 3 clusters Score -2162704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2162711.250000 Penalty: 4786.758301
	Iteration 46Q: 3 clusters Score -2162711 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2162715.500000 Penalty: 4786.758301
	Iteration 47Q: 3 clusters Score -2162716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2162719.750000 Penalty: 4786.758301
	Iteration 48Q: 3 clusters Score -2162720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2162724.250000 Penalty: 4786.758301
	Iteration 49Q: 3 clusters Score -2162724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2162722.000000 Penalty: 4786.758301
	Iteration 50Q: 3 clusters Score -2162722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2162727.250000 Penalty: 4786.758301
	Iteration 51Q: 3 clusters Score -2162727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2162732.500000 Penalty: 4786.758301
	Iteration 52Q: 3 clusters Score -2162732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2162731.000000 Penalty: 4786.758301
	Iteration 53Q: 3 clusters Score -2162731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2162736.000000 Penalty: 4786.758301
	Iteration 54Q: 3 clusters Score -2162736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2162746.500000 Penalty: 4786.758301
	Iteration 55Q: 3 clusters Score -2162746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2162748.000000 Penalty: 4786.758301
	Iteration 56Q: 3 clusters Score -2162748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2162745.750000 Penalty: 4786.758301
	Iteration 57Q: 3 clusters Score -2162746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2162750.750000 Penalty: 4786.758301
	Iteration 58Q: 3 clusters Score -2162751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2162757.500000 Penalty: 4786.758301
	Iteration 59Q: 3 clusters Score -2162758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2162758.250000 Penalty: 4786.758301
	Iteration 60F: 3 clusters Score -2162758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2162757.500000 Penalty: 4786.758301
	Iteration 61Q: 3 clusters Score -2162758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2162757.500000 Penalty: 4786.758301
	Iteration 62Q: 3 clusters Score -2162758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2162760.250000 Penalty: 4786.758301
	Iteration 63Q: 3 clusters Score -2162760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2162765.000000 Penalty: 4786.758301
	Iteration 64Q: 3 clusters Score -2162765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2162767.250000 Penalty: 4786.758301
	Iteration 65Q: 3 clusters Score -2162767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2162772.250000 Penalty: 4786.758301
	Iteration 66Q: 3 clusters Score -2162772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2162769.250000 Penalty: 4786.758301
	Iteration 67Q: 3 clusters Score -2162769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2162773.250000 Penalty: 4786.758301
	Iteration 68Q: 3 clusters Score -2162773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2162772.750000 Penalty: 4786.758301
	Iteration 69Q: 3 clusters Score -2162773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2162772.500000 Penalty: 4786.758301
	Iteration 70Q: 3 clusters Score -2162772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2162778.250000 Penalty: 4786.758301
	Iteration 71Q: 3 clusters Score -2162778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2162777.000000 Penalty: 4786.758301
	Iteration 72Q: 3 clusters Score -2162777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2162773.000000 Penalty: 4786.758301
	Iteration 73Q: 3 clusters Score -2162773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2162777.750000 Penalty: 4786.758301
	Iteration 74Q: 3 clusters Score -2162778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2162775.500000 Penalty: 4786.758301
	Iteration 75Q: 3 clusters Score -2162776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2162783.750000 Penalty: 4786.758301
	Iteration 76Q: 3 clusters Score -2162784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2162781.500000 Penalty: 4786.758301
	Iteration 77Q: 3 clusters Score -2162782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2162784.000000 Penalty: 4786.758301
	Iteration 78Q: 3 clusters Score -2162784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2162791.000000 Penalty: 4786.758301
	Iteration 79Q: 3 clusters Score -2162791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2162791.250000 Penalty: 4786.758301
	Iteration 80F: 3 clusters Score -2162791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2162791.250000 Penalty: 4786.758301
	Iteration 81Q: 3 clusters Score -2162791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2162794.000000 Penalty: 4786.758301
	Iteration 82Q: 3 clusters Score -2162794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2162795.000000 Penalty: 4786.758301
	Iteration 83Q: 3 clusters Score -2162795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2162794.750000 Penalty: 4786.758301
	Iteration 84Q: 3 clusters Score -2162795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2162798.500000 Penalty: 4786.758301
	Iteration 85Q: 3 clusters Score -2162798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2162799.000000 Penalty: 4786.758301
	Iteration 86Q: 3 clusters Score -2162799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2162800.250000 Penalty: 4786.758301
	Iteration 87Q: 3 clusters Score -2162800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2162798.250000 Penalty: 4786.758301
	Iteration 88Q: 3 clusters Score -2162798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2162803.500000 Penalty: 4786.758301
	Iteration 89Q: 3 clusters Score -2162804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2162802.500000 Penalty: 4786.758301
	Iteration 90Q: 3 clusters Score -2162802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2162806.500000 Penalty: 4786.758301
	Iteration 91Q: 3 clusters Score -2162806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2162807.500000 Penalty: 4786.758301
	Iteration 92Q: 3 clusters Score -2162808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2162812.250000 Penalty: 4786.758301
	Iteration 93Q: 3 clusters Score -2162812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2162818.750000 Penalty: 4786.758301
	Iteration 94Q: 3 clusters Score -2162819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2162820.500000 Penalty: 4786.758301
	Iteration 95Q: 3 clusters Score -2162820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2162829.500000 Penalty: 4786.758301
	Iteration 96Q: 3 clusters Score -2162830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2162829.750000 Penalty: 4786.758301
	Iteration 97Q: 3 clusters Score -2162830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2162828.500000 Penalty: 4786.758301
	Iteration 98Q: 3 clusters Score -2162828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2162832.250000 Penalty: 4786.758301
	Iteration 99Q: 3 clusters Score -2162832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2162834.250000 Penalty: 4786.758301
	Iteration 100F: 3 clusters Score -2162834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2162837.250000 Penalty: 4786.758301
	Iteration 101Q: 3 clusters Score -2162837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2162848.250000 Penalty: 4786.758301
	Iteration 102Q: 3 clusters Score -2162848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2162850.250000 Penalty: 4786.758301
	Iteration 103Q: 3 clusters Score -2162850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2162851.250000 Penalty: 4786.758301
	Iteration 104Q: 3 clusters Score -2162851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2162851.500000 Penalty: 4786.758301
	Iteration 105Q: 3 clusters Score -2162852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2162847.500000 Penalty: 4786.758301
	Iteration 106Q: 3 clusters Score -2162848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2162851.250000 Penalty: 4786.758301
	Iteration 107Q: 3 clusters Score -2162851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2162857.250000 Penalty: 4786.758301
	Iteration 108Q: 3 clusters Score -2162857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2162867.750000 Penalty: 4786.758301
	Iteration 109Q: 3 clusters Score -2162868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2162866.250000 Penalty: 4786.758301
	Iteration 110Q: 3 clusters Score -2162866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2162871.000000 Penalty: 4786.758301
	Iteration 111Q: 3 clusters Score -2162871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2162874.000000 Penalty: 4786.758301
	Iteration 112Q: 3 clusters Score -2162874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2162879.000000 Penalty: 4786.758301
	Iteration 113Q: 3 clusters Score -2162879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2162878.750000 Penalty: 4786.758301
	Iteration 114Q: 3 clusters Score -2162879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2162884.750000 Penalty: 4786.758301
	Iteration 115Q: 3 clusters Score -2162885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2162887.250000 Penalty: 4786.758301
	Iteration 116Q: 3 clusters Score -2162887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2162884.000000 Penalty: 4786.758301
	Iteration 117Q: 3 clusters Score -2162884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2162886.500000 Penalty: 4786.758301
	Iteration 118Q: 3 clusters Score -2162886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2162886.250000 Penalty: 4786.758301
	Iteration 119Q: 3 clusters Score -2162886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2162883.750000 Penalty: 4786.758301
	Iteration 120F: 3 clusters Score -2162884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2162886.750000 Penalty: 4786.758301
	Iteration 121Q: 3 clusters Score -2162887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2162886.750000 Penalty: 4786.758301
	Iteration 122F: 3 clusters Score -2162887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -1455615.750000 Penalty: 2303.388672
	Iteration 0F: 2 clusters Score -1455616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1447433.000000 Penalty: 4606.777344
	Iteration 0F: 3 clusters Score -1447433 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1449945.625000 Penalty: 4606.777344
	Iteration 1F: 3 clusters Score -1449946 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1450353.250000 Penalty: 4606.777344
	Iteration 2F: 3 clusters Score -1450353 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1450761.000000 Penalty: 4606.777344
	Iteration 3F: 3 clusters Score -1450761 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1451143.250000 Penalty: 4606.777344
	Iteration 4F: 3 clusters Score -1451143 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1451508.750000 Penalty: 4606.777344
	Iteration 5F: 3 clusters Score -1451509 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1451829.625000 Penalty: 4606.777344
	Iteration 6Q: 3 clusters Score -1451830 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1452116.875000 Penalty: 4606.777344
	Iteration 7Q: 3 clusters Score -1452117 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1452368.625000 Penalty: 4606.777344
	Iteration 8Q: 3 clusters Score -1452369 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1452532.625000 Penalty: 4606.777344
	Iteration 9Q: 3 clusters Score -1452533 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1452652.250000 Penalty: 4606.777344
	Iteration 10Q: 3 clusters Score -1452652 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1452748.750000 Penalty: 4606.777344
	Iteration 11Q: 3 clusters Score -1452749 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1452853.250000 Penalty: 4606.777344
	Iteration 12Q: 3 clusters Score -1452853 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1452952.875000 Penalty: 4606.777344
	Iteration 13Q: 3 clusters Score -1452953 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1453028.500000 Penalty: 4606.777344
	Iteration 14Q: 3 clusters Score -1453028 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1453107.125000 Penalty: 4606.777344
	Iteration 15Q: 3 clusters Score -1453107 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1453196.000000 Penalty: 4606.777344
	Iteration 16Q: 3 clusters Score -1453196 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1453359.000000 Penalty: 4606.777344
	Iteration 17Q: 3 clusters Score -1453359 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1453604.625000 Penalty: 4606.777344
	Iteration 18Q: 3 clusters Score -1453605 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1453838.000000 Penalty: 4606.777344
	Iteration 19Q: 3 clusters Score -1453838 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1453962.125000 Penalty: 4606.777344
	Iteration 20F: 3 clusters Score -1453962 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1454020.250000 Penalty: 4606.777344
	Iteration 21Q: 3 clusters Score -1454020 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1454044.375000 Penalty: 4606.777344
	Iteration 22Q: 3 clusters Score -1454044 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1454072.750000 Penalty: 4606.777344
	Iteration 23Q: 3 clusters Score -1454073 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1454098.875000 Penalty: 4606.777344
	Iteration 24Q: 3 clusters Score -1454099 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1454107.000000 Penalty: 4606.777344
	Iteration 25Q: 3 clusters Score -1454107 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1454122.000000 Penalty: 4606.777344
	Iteration 26Q: 3 clusters Score -1454122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1454132.875000 Penalty: 4606.777344
	Iteration 27Q: 3 clusters Score -1454133 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1454143.375000 Penalty: 4606.777344
	Iteration 28Q: 3 clusters Score -1454143 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1454151.125000 Penalty: 4606.777344
	Iteration 29Q: 3 clusters Score -1454151 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1454163.000000 Penalty: 4606.777344
	Iteration 30Q: 3 clusters Score -1454163 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1454167.000000 Penalty: 4606.777344
	Iteration 31Q: 3 clusters Score -1454167 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1454171.750000 Penalty: 4606.777344
	Iteration 32Q: 3 clusters Score -1454172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1454180.500000 Penalty: 4606.777344
	Iteration 33Q: 3 clusters Score -1454180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1454184.250000 Penalty: 4606.777344
	Iteration 34Q: 3 clusters Score -1454184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1454190.375000 Penalty: 4606.777344
	Iteration 35Q: 3 clusters Score -1454190 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1454201.750000 Penalty: 4606.777344
	Iteration 36Q: 3 clusters Score -1454202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1454210.125000 Penalty: 4606.777344
	Iteration 37Q: 3 clusters Score -1454210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1454212.375000 Penalty: 4606.777344
	Iteration 38Q: 3 clusters Score -1454212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1454221.625000 Penalty: 4606.777344
	Iteration 39Q: 3 clusters Score -1454222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1454231.500000 Penalty: 4606.777344
	Iteration 40F: 3 clusters Score -1454232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1454234.750000 Penalty: 4606.777344
	Iteration 41Q: 3 clusters Score -1454235 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1454240.500000 Penalty: 4606.777344
	Iteration 42Q: 3 clusters Score -1454240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1454248.000000 Penalty: 4606.777344
	Iteration 43Q: 3 clusters Score -1454248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1454256.125000 Penalty: 4606.777344
	Iteration 44Q: 3 clusters Score -1454256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1454262.500000 Penalty: 4606.777344
	Iteration 45Q: 3 clusters Score -1454262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1454270.500000 Penalty: 4606.777344
	Iteration 46Q: 3 clusters Score -1454270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1454274.375000 Penalty: 4606.777344
	Iteration 47Q: 3 clusters Score -1454274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1454277.375000 Penalty: 4606.777344
	Iteration 48Q: 3 clusters Score -1454277 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1454284.250000 Penalty: 4606.777344
	Iteration 49Q: 3 clusters Score -1454284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1454288.375000 Penalty: 4606.777344
	Iteration 50Q: 3 clusters Score -1454288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1454292.875000 Penalty: 4606.777344
	Iteration 51Q: 3 clusters Score -1454293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1454296.250000 Penalty: 4606.777344
	Iteration 52Q: 3 clusters Score -1454296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1454296.000000 Penalty: 4606.777344
	Iteration 53Q: 3 clusters Score -1454296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1454296.125000 Penalty: 4606.777344
	Iteration 54Q: 3 clusters Score -1454296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1454297.500000 Penalty: 4606.777344
	Iteration 55Q: 3 clusters Score -1454298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1454300.500000 Penalty: 4606.777344
	Iteration 56Q: 3 clusters Score -1454300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1454301.750000 Penalty: 4606.777344
	Iteration 57Q: 3 clusters Score -1454302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1454301.875000 Penalty: 4606.777344
	Iteration 58Q: 3 clusters Score -1454302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1454301.250000 Penalty: 4606.777344
	Iteration 59Q: 3 clusters Score -1454301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1454302.500000 Penalty: 4606.777344
	Iteration 60F: 3 clusters Score -1454302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1454306.750000 Penalty: 4606.777344
	Iteration 61Q: 3 clusters Score -1454307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1454304.000000 Penalty: 4606.777344
	Iteration 62Q: 3 clusters Score -1454304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1454307.750000 Penalty: 4606.777344
	Iteration 63Q: 3 clusters Score -1454308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1454307.375000 Penalty: 4606.777344
	Iteration 64Q: 3 clusters Score -1454307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1454308.000000 Penalty: 4606.777344
	Iteration 65Q: 3 clusters Score -1454308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1454308.000000 Penalty: 4606.777344
	Iteration 66F: 3 clusters Score -1454308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Entering Unmasked Estep 
Score: -1066306.500000 Penalty: 2221.877441
	Iteration 0F: 2 clusters Score -1066306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1060078.875000 Penalty: 4443.754883
	Iteration 0F: 3 clusters Score -1060079 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1061765.000000 Penalty: 4443.754883
	Iteration 1F: 3 clusters Score -1061765 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1062048.875000 Penalty: 4443.754883
	Iteration 2F: 3 clusters Score -1062049 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1062235.375000 Penalty: 4443.754883
	Iteration 3Q: 3 clusters Score -1062235 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1062396.625000 Penalty: 4443.754883
	Iteration 4Q: 3 clusters Score -1062397 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1062557.750000 Penalty: 4443.754883
	Iteration 5Q: 3 clusters Score -1062558 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1062723.375000 Penalty: 4443.754883
	Iteration 6Q: 3 clusters Score -1062723 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1062927.625000 Penalty: 4443.754883
	Iteration 7Q: 3 clusters Score -1062928 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1063152.750000 Penalty: 4443.754883
	Iteration 8Q: 3 clusters Score -1063153 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1063413.500000 Penalty: 4443.754883
	Iteration 9Q: 3 clusters Score -1063414 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1063659.375000 Penalty: 4443.754883
	Iteration 10Q: 3 clusters Score -1063659 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1063887.250000 Penalty: 4443.754883
	Iteration 11Q: 3 clusters Score -1063887 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1064047.500000 Penalty: 4443.754883
	Iteration 12Q: 3 clusters Score -1064048 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1064174.000000 Penalty: 4443.754883
	Iteration 13Q: 3 clusters Score -1064174 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1064295.125000 Penalty: 4443.754883
	Iteration 14Q: 3 clusters Score -1064295 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1064389.500000 Penalty: 4443.754883
	Iteration 15Q: 3 clusters Score -1064390 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1064463.375000 Penalty: 4443.754883
	Iteration 16Q: 3 clusters Score -1064463 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1064516.000000 Penalty: 4443.754883
	Iteration 17Q: 3 clusters Score -1064516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1064554.750000 Penalty: 4443.754883
	Iteration 18Q: 3 clusters Score -1064555 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1064586.875000 Penalty: 4443.754883
	Iteration 19Q: 3 clusters Score -1064587 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1064613.500000 Penalty: 4443.754883
	Iteration 20F: 3 clusters Score -1064614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1064640.250000 Penalty: 4443.754883
	Iteration 21Q: 3 clusters Score -1064640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1064651.750000 Penalty: 4443.754883
	Iteration 22Q: 3 clusters Score -1064652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1064661.750000 Penalty: 4443.754883
	Iteration 23Q: 3 clusters Score -1064662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1064667.750000 Penalty: 4443.754883
	Iteration 24Q: 3 clusters Score -1064668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1064670.875000 Penalty: 4443.754883
	Iteration 25Q: 3 clusters Score -1064671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1064680.250000 Penalty: 4443.754883
	Iteration 26Q: 3 clusters Score -1064680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1064686.875000 Penalty: 4443.754883
	Iteration 27Q: 3 clusters Score -1064687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1064695.750000 Penalty: 4443.754883
	Iteration 28Q: 3 clusters Score -1064696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1064701.875000 Penalty: 4443.754883
	Iteration 29Q: 3 clusters Score -1064702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1064707.625000 Penalty: 4443.754883
	Iteration 30Q: 3 clusters Score -1064708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1064710.250000 Penalty: 4443.754883
	Iteration 31Q: 3 clusters Score -1064710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1064712.250000 Penalty: 4443.754883
	Iteration 32Q: 3 clusters Score -1064712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1064712.625000 Penalty: 4443.754883
	Iteration 33Q: 3 clusters Score -1064713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1064712.625000 Penalty: 4443.754883
	Iteration 34F: 3 clusters Score -1064713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Entering Unmasked Estep 
Score: -3515570.000000 Penalty: 2518.523193
	Iteration 0F: 2 clusters Score -3515570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -3497887.750000 Penalty: 5037.046387
	Iteration 0F: 3 clusters Score -3497888 nChanged 11372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -3504390.750000 Penalty: 5037.046387
	Iteration 1F: 3 clusters Score -3504391 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3504965.250000 Penalty: 5037.046387
	Iteration 2F: 3 clusters Score -3504965 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -3505538.000000 Penalty: 5037.046387
	Iteration 3F: 3 clusters Score -3505538 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3506094.750000 Penalty: 5037.046387
	Iteration 4Q: 3 clusters Score -3506095 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -3506713.000000 Penalty: 5037.046387
	Iteration 5Q: 3 clusters Score -3506713 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -3507401.250000 Penalty: 5037.046387
	Iteration 6Q: 3 clusters Score -3507401 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3508171.000000 Penalty: 5037.046387
	Iteration 7Q: 3 clusters Score -3508171 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -3508993.500000 Penalty: 5037.046387
	Iteration 8Q: 3 clusters Score -3508994 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -3509786.000000 Penalty: 5037.046387
	Iteration 9Q: 3 clusters Score -3509786 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -3510543.250000 Penalty: 5037.046387
	Iteration 10Q: 3 clusters Score -3510543 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -3511190.500000 Penalty: 5037.046387
	Iteration 11Q: 3 clusters Score -3511190 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -3511687.750000 Penalty: 5037.046387
	Iteration 12Q: 3 clusters Score -3511688 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -3512105.750000 Penalty: 5037.046387
	Iteration 13Q: 3 clusters Score -3512106 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -3512461.750000 Penalty: 5037.046387
	Iteration 14Q: 3 clusters Score -3512462 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -3512740.500000 Penalty: 5037.046387
	Iteration 15Q: 3 clusters Score -3512740 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -3512920.000000 Penalty: 5037.046387
	Iteration 16Q: 3 clusters Score -3512920 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -3513059.250000 Penalty: 5037.046387
	Iteration 17Q: 3 clusters Score -3513059 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -3513178.500000 Penalty: 5037.046387
	Iteration 18Q: 3 clusters Score -3513178 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3513271.750000 Penalty: 5037.046387
	Iteration 19Q: 3 clusters Score -3513272 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -3513330.000000 Penalty: 5037.046387
	Iteration 20F: 3 clusters Score -3513330 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -3513368.250000 Penalty: 5037.046387
	Iteration 21Q: 3 clusters Score -3513368 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3513417.750000 Penalty: 5037.046387
	Iteration 22Q: 3 clusters Score -3513418 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3513450.000000 Penalty: 5037.046387
	Iteration 23Q: 3 clusters Score -3513450 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3513479.500000 Penalty: 5037.046387
	Iteration 24Q: 3 clusters Score -3513480 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3513496.000000 Penalty: 5037.046387
	Iteration 25Q: 3 clusters Score -3513496 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3513526.500000 Penalty: 5037.046387
	Iteration 26Q: 3 clusters Score -3513526 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -3513555.250000 Penalty: 5037.046387
	Iteration 27Q: 3 clusters Score -3513555 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -3513584.250000 Penalty: 5037.046387
	Iteration 28Q: 3 clusters Score -3513584 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -3513618.000000 Penalty: 5037.046387
	Iteration 29Q: 3 clusters Score -3513618 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3513627.250000 Penalty: 5037.046387
	Iteration 30Q: 3 clusters Score -3513627 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -3513644.750000 Penalty: 5037.046387
	Iteration 31Q: 3 clusters Score -3513645 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3513648.500000 Penalty: 5037.046387
	Iteration 32Q: 3 clusters Score -3513648 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3513665.750000 Penalty: 5037.046387
	Iteration 33Q: 3 clusters Score -3513666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3513681.000000 Penalty: 5037.046387
	Iteration 34Q: 3 clusters Score -3513681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3513687.250000 Penalty: 5037.046387
	Iteration 35Q: 3 clusters Score -3513687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3513686.000000 Penalty: 5037.046387
	Iteration 36Q: 3 clusters Score -3513686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -3513686.750000 Penalty: 5037.046387
	Iteration 37Q: 3 clusters Score -3513687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3513692.000000 Penalty: 5037.046387
	Iteration 38Q: 3 clusters Score -3513692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3513694.250000 Penalty: 5037.046387
	Iteration 39Q: 3 clusters Score -3513694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3513700.250000 Penalty: 5037.046387
	Iteration 40F: 3 clusters Score -3513700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -3513703.500000 Penalty: 5037.046387
	Iteration 41Q: 3 clusters Score -3513704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3513707.250000 Penalty: 5037.046387
	Iteration 42Q: 3 clusters Score -3513707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3513710.250000 Penalty: 5037.046387
	Iteration 43Q: 3 clusters Score -3513710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3513712.250000 Penalty: 5037.046387
	Iteration 44Q: 3 clusters Score -3513712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3513709.750000 Penalty: 5037.046387
	Iteration 45Q: 3 clusters Score -3513710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -3513716.750000 Penalty: 5037.046387
	Iteration 46Q: 3 clusters Score -3513717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3513712.500000 Penalty: 5037.046387
	Iteration 47Q: 3 clusters Score -3513712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3513705.750000 Penalty: 5037.046387
	Iteration 48Q: 3 clusters Score -3513706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3513709.000000 Penalty: 5037.046387
	Iteration 49Q: 3 clusters Score -3513709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3513713.000000 Penalty: 5037.046387
	Iteration 50Q: 3 clusters Score -3513713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3513712.000000 Penalty: 5037.046387
	Iteration 51Q: 3 clusters Score -3513712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3513719.250000 Penalty: 5037.046387
	Iteration 52Q: 3 clusters Score -3513719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3513718.750000 Penalty: 5037.046387
	Iteration 53Q: 3 clusters Score -3513719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3513714.250000 Penalty: 5037.046387
	Iteration 54Q: 3 clusters Score -3513714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3513713.000000 Penalty: 5037.046387
	Iteration 55Q: 3 clusters Score -3513713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -3513713.000000 Penalty: 5037.046387
	Iteration 56Q: 3 clusters Score -3513713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -3513713.000000 Penalty: 5037.046387
	Iteration 57F: 3 clusters Score -3513713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Entering Unmasked Estep 
Score: -386151.156250 Penalty: 1979.300293
	Iteration 0F: 2 clusters Score -386151.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -382914.687500 Penalty: 3958.600586
	Iteration 0F: 3 clusters Score -382914.7 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -383627.312500 Penalty: 3958.600586
	Iteration 1F: 3 clusters Score -383627.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -383883.625000 Penalty: 3958.600586
	Iteration 2F: 3 clusters Score -383883.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -384060.250000 Penalty: 3958.600586
	Iteration 3F: 3 clusters Score -384060.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -384185.250000 Penalty: 3958.600586
	Iteration 4Q: 3 clusters Score -384185.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -384275.750000 Penalty: 3958.600586
	Iteration 5Q: 3 clusters Score -384275.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -384346.375000 Penalty: 3958.600586
	Iteration 6Q: 3 clusters Score -384346.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -384396.968750 Penalty: 3958.600586
	Iteration 7Q: 3 clusters Score -384397 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -384435.406250 Penalty: 3958.600586
	Iteration 8Q: 3 clusters Score -384435.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -384465.562500 Penalty: 3958.600586
	Iteration 9Q: 3 clusters Score -384465.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -384490.125000 Penalty: 3958.600586
	Iteration 10Q: 3 clusters Score -384490.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -384510.187500 Penalty: 3958.600586
	Iteration 11Q: 3 clusters Score -384510.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -384529.656250 Penalty: 3958.600586
	Iteration 12Q: 3 clusters Score -384529.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -384547.625000 Penalty: 3958.600586
	Iteration 13Q: 3 clusters Score -384547.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -384563.250000 Penalty: 3958.600586
	Iteration 14Q: 3 clusters Score -384563.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -384576.843750 Penalty: 3958.600586
	Iteration 15Q: 3 clusters Score -384576.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -384586.281250 Penalty: 3958.600586
	Iteration 16Q: 3 clusters Score -384586.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -384595.218750 Penalty: 3958.600586
	Iteration 17Q: 3 clusters Score -384595.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -384600.218750 Penalty: 3958.600586
	Iteration 18Q: 3 clusters Score -384600.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -384605.031250 Penalty: 3958.600586
	Iteration 19Q: 3 clusters Score -384605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -384608.218750 Penalty: 3958.600586
	Iteration 20F: 3 clusters Score -384608.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -384610.000000 Penalty: 3958.600586
	Iteration 21Q: 3 clusters Score -384610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -384612.843750 Penalty: 3958.600586
	Iteration 22Q: 3 clusters Score -384612.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -384615.718750 Penalty: 3958.600586
	Iteration 23Q: 3 clusters Score -384615.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -384617.562500 Penalty: 3958.600586
	Iteration 24Q: 3 clusters Score -384617.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -384617.812500 Penalty: 3958.600586
	Iteration 25Q: 3 clusters Score -384617.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -384619.718750 Penalty: 3958.600586
	Iteration 26Q: 3 clusters Score -384619.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -384620.875000 Penalty: 3958.600586
	Iteration 27Q: 3 clusters Score -384620.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -384622.750000 Penalty: 3958.600586
	Iteration 28Q: 3 clusters Score -384622.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -384625.750000 Penalty: 3958.600586
	Iteration 29Q: 3 clusters Score -384625.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -384629.531250 Penalty: 3958.600586
	Iteration 30Q: 3 clusters Score -384629.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -384630.281250 Penalty: 3958.600586
	Iteration 31Q: 3 clusters Score -384630.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -384631.750000 Penalty: 3958.600586
	Iteration 32Q: 3 clusters Score -384631.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -384631.531250 Penalty: 3958.600586
	Iteration 33Q: 3 clusters Score -384631.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -384631.531250 Penalty: 3958.600586
	Iteration 34F: 3 clusters Score -384631.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (154334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154334 members 
Entering Unmasked Estep 
Score: -21360824.000000 Penalty: 2962.824951
	Iteration 0F: 2 clusters Score -2.136082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77237 members 
Mstep: Class 2 contains 77097 members 
Entering Unmasked Estep 
Score: -21261188.000000 Penalty: 5925.649902
	Iteration 0F: 3 clusters Score -2.126119e+07 nChanged 73923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77260 members 
Mstep: Class 2 contains 77074 members 
Entering Unmasked Estep 
Score: -21304464.000000 Penalty: 5925.649902
	Iteration 1F: 3 clusters Score -2.130446e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77055 members 
Mstep: Class 2 contains 77279 members 
Entering Unmasked Estep 
Score: -21305514.000000 Penalty: 5925.649902
	Iteration 2Q: 3 clusters Score -2.130551e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76714 members 
Mstep: Class 2 contains 77620 members 
Entering Unmasked Estep 
Score: -21307082.000000 Penalty: 5925.649902
	Iteration 3Q: 3 clusters Score -2.130708e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76213 members 
Mstep: Class 2 contains 78121 members 
Entering Unmasked Estep 
Score: -21309454.000000 Penalty: 5925.649902
	Iteration 4Q: 3 clusters Score -2.130945e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75275 members 
Mstep: Class 2 contains 79059 members 
Entering Unmasked Estep 
Score: -21313054.000000 Penalty: 5925.649902
	Iteration 5Q: 3 clusters Score -2.131305e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73907 members 
Mstep: Class 2 contains 80427 members 
Entering Unmasked Estep 
Score: -21318166.000000 Penalty: 5925.649902
	Iteration 6F: 3 clusters Score -2.131817e+07 nChanged 9892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72103 members 
Mstep: Class 2 contains 82231 members 
Entering Unmasked Estep 
Score: -21324868.000000 Penalty: 5925.649902
	Iteration 7F: 3 clusters Score -2.132487e+07 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70326 members 
Mstep: Class 2 contains 84008 members 
Entering Unmasked Estep 
Score: -21331932.000000 Penalty: 5925.649902
	Iteration 8F: 3 clusters Score -2.133193e+07 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68801 members 
Mstep: Class 2 contains 85533 members 
Entering Unmasked Estep 
Score: -21337746.000000 Penalty: 5925.649902
	Iteration 9F: 3 clusters Score -2.133775e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67590 members 
Mstep: Class 2 contains 86744 members 
Entering Unmasked Estep 
Score: -21340720.000000 Penalty: 5925.649902
	Iteration 10Q: 3 clusters Score -2.134072e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66413 members 
Mstep: Class 2 contains 87921 members 
Entering Unmasked Estep 
Score: -21341880.000000 Penalty: 5925.649902
	Iteration 11Q: 3 clusters Score -2.134188e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65063 members 
Mstep: Class 2 contains 89271 members 
Entering Unmasked Estep 
Score: -21342490.000000 Penalty: 5925.649902
	Iteration 12Q: 3 clusters Score -2.134249e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63662 members 
Mstep: Class 2 contains 90672 members 
Entering Unmasked Estep 
Score: -21342896.000000 Penalty: 5925.649902
	Iteration 13Q: 3 clusters Score -2.13429e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62129 members 
Mstep: Class 2 contains 92205 members 
Entering Unmasked Estep 
Score: -21343248.000000 Penalty: 5925.649902
	Iteration 14Q: 3 clusters Score -2.134325e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60453 members 
Mstep: Class 2 contains 93881 members 
Entering Unmasked Estep 
Score: -21343694.000000 Penalty: 5925.649902
	Iteration 15Q: 3 clusters Score -2.134369e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 95719 members 
Entering Unmasked Estep 
Score: -21344208.000000 Penalty: 5925.649902
	Iteration 16Q: 3 clusters Score -2.134421e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56648 members 
Mstep: Class 2 contains 97686 members 
Entering Unmasked Estep 
Score: -21344742.000000 Penalty: 5925.649902
	Iteration 17Q: 3 clusters Score -2.134474e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 99868 members 
Entering Unmasked Estep 
Score: -21345458.000000 Penalty: 5925.649902
	Iteration 18Q: 3 clusters Score -2.134546e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 102203 members 
Entering Unmasked Estep 
Score: -21346334.000000 Penalty: 5925.649902
	Iteration 19Q: 3 clusters Score -2.134633e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49652 members 
Mstep: Class 2 contains 104682 members 
Entering Unmasked Estep 
Score: -21347146.000000 Penalty: 5925.649902
	Iteration 20F: 3 clusters Score -2.134715e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 107114 members 
Entering Unmasked Estep 
Score: -21348018.000000 Penalty: 5925.649902
	Iteration 21Q: 3 clusters Score -2.134802e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 109600 members 
Entering Unmasked Estep 
Score: -21348968.000000 Penalty: 5925.649902
	Iteration 22Q: 3 clusters Score -2.134897e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 112123 members 
Entering Unmasked Estep 
Score: -21349918.000000 Penalty: 5925.649902
	Iteration 23Q: 3 clusters Score -2.134992e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 114639 members 
Entering Unmasked Estep 
Score: -21350598.000000 Penalty: 5925.649902
	Iteration 24Q: 3 clusters Score -2.13506e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 117173 members 
Entering Unmasked Estep 
Score: -21351434.000000 Penalty: 5925.649902
	Iteration 25Q: 3 clusters Score -2.135143e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 119685 members 
Entering Unmasked Estep 
Score: -21352142.000000 Penalty: 5925.649902
	Iteration 26Q: 3 clusters Score -2.135214e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 122205 members 
Entering Unmasked Estep 
Score: -21352796.000000 Penalty: 5925.649902
	Iteration 27Q: 3 clusters Score -2.13528e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 124719 members 
Entering Unmasked Estep 
Score: -21353470.000000 Penalty: 5925.649902
	Iteration 28Q: 3 clusters Score -2.135347e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 127193 members 
Entering Unmasked Estep 
Score: -21354214.000000 Penalty: 5925.649902
	Iteration 29Q: 3 clusters Score -2.135421e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 129582 members 
Entering Unmasked Estep 
Score: -21354820.000000 Penalty: 5925.649902
	Iteration 30Q: 3 clusters Score -2.135482e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 131818 members 
Entering Unmasked Estep 
Score: -21355270.000000 Penalty: 5925.649902
	Iteration 31Q: 3 clusters Score -2.135527e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 133855 members 
Entering Unmasked Estep 
Score: -21355660.000000 Penalty: 5925.649902
	Iteration 32Q: 3 clusters Score -2.135566e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 135784 members 
Entering Unmasked Estep 
Score: -21356002.000000 Penalty: 5925.649902
	Iteration 33Q: 3 clusters Score -2.1356e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 137589 members 
Entering Unmasked Estep 
Score: -21356370.000000 Penalty: 5925.649902
	Iteration 34Q: 3 clusters Score -2.135637e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 139202 members 
Entering Unmasked Estep 
Score: -21356704.000000 Penalty: 5925.649902
	Iteration 35Q: 3 clusters Score -2.13567e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 140651 members 
Entering Unmasked Estep 
Score: -21356956.000000 Penalty: 5925.649902
	Iteration 36Q: 3 clusters Score -2.135696e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 141936 members 
Entering Unmasked Estep 
Score: -21357098.000000 Penalty: 5925.649902
	Iteration 37Q: 3 clusters Score -2.13571e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 143069 members 
Entering Unmasked Estep 
Score: -21357170.000000 Penalty: 5925.649902
	Iteration 38Q: 3 clusters Score -2.135717e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 144073 members 
Entering Unmasked Estep 
Score: -21357466.000000 Penalty: 5925.649902
	Iteration 39Q: 3 clusters Score -2.135747e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 144964 members 
Entering Unmasked Estep 
Score: -21357628.000000 Penalty: 5925.649902
	Iteration 40F: 3 clusters Score -2.135763e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 145897 members 
Entering Unmasked Estep 
Score: -21357768.000000 Penalty: 5925.649902
	Iteration 41Q: 3 clusters Score -2.135777e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 146721 members 
Entering Unmasked Estep 
Score: -21357888.000000 Penalty: 5925.649902
	Iteration 42Q: 3 clusters Score -2.135789e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 147451 members 
Entering Unmasked Estep 
Score: -21358052.000000 Penalty: 5925.649902
	Iteration 43Q: 3 clusters Score -2.135805e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 148071 members 
Entering Unmasked Estep 
Score: -21358136.000000 Penalty: 5925.649902
	Iteration 44Q: 3 clusters Score -2.135814e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 148621 members 
Entering Unmasked Estep 
Score: -21358200.000000 Penalty: 5925.649902
	Iteration 45Q: 3 clusters Score -2.13582e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 149101 members 
Entering Unmasked Estep 
Score: -21358224.000000 Penalty: 5925.649902
	Iteration 46Q: 3 clusters Score -2.135822e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 149508 members 
Entering Unmasked Estep 
Score: -21358310.000000 Penalty: 5925.649902
	Iteration 47Q: 3 clusters Score -2.135831e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 149885 members 
Entering Unmasked Estep 
Score: -21358344.000000 Penalty: 5925.649902
	Iteration 48Q: 3 clusters Score -2.135834e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 150198 members 
Entering Unmasked Estep 
Score: -21358334.000000 Penalty: 5925.649902
	Iteration 49Q: 3 clusters Score -2.135833e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 150513 members 
Entering Unmasked Estep 
Score: -21358342.000000 Penalty: 5925.649902
	Iteration 50Q: 3 clusters Score -2.135834e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 150804 members 
Entering Unmasked Estep 
Score: -21358386.000000 Penalty: 5925.649902
	Iteration 51Q: 3 clusters Score -2.135839e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 151035 members 
Entering Unmasked Estep 
Score: -21358374.000000 Penalty: 5925.649902
	Iteration 52Q: 3 clusters Score -2.135837e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 151247 members 
Entering Unmasked Estep 
Score: -21358400.000000 Penalty: 5925.649902
	Iteration 53Q: 3 clusters Score -2.13584e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 151422 members 
Entering Unmasked Estep 
Score: -21358426.000000 Penalty: 5925.649902
	Iteration 54Q: 3 clusters Score -2.135843e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 151616 members 
Entering Unmasked Estep 
Score: -21358438.000000 Penalty: 5925.649902
	Iteration 55Q: 3 clusters Score -2.135844e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 151796 members 
Entering Unmasked Estep 
Score: -21358438.000000 Penalty: 5925.649902
	Iteration 56Q: 3 clusters Score -2.135844e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 151960 members 
Entering Unmasked Estep 
Score: -21358492.000000 Penalty: 5925.649902
	Iteration 57Q: 3 clusters Score -2.135849e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 152088 members 
Entering Unmasked Estep 
Score: -21358524.000000 Penalty: 5925.649902
	Iteration 58Q: 3 clusters Score -2.135852e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 152204 members 
Entering Unmasked Estep 
Score: -21358508.000000 Penalty: 5925.649902
	Iteration 59Q: 3 clusters Score -2.135851e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 152302 members 
Entering Unmasked Estep 
Score: -21358530.000000 Penalty: 5925.649902
	Iteration 60F: 3 clusters Score -2.135853e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 152375 members 
Entering Unmasked Estep 
Score: -21358546.000000 Penalty: 5925.649902
	Iteration 61Q: 3 clusters Score -2.135855e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 152439 members 
Entering Unmasked Estep 
Score: -21358512.000000 Penalty: 5925.649902
	Iteration 62Q: 3 clusters Score -2.135851e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 152487 members 
Entering Unmasked Estep 
Score: -21358532.000000 Penalty: 5925.649902
	Iteration 63Q: 3 clusters Score -2.135853e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 152525 members 
Entering Unmasked Estep 
Score: -21358514.000000 Penalty: 5925.649902
	Iteration 64Q: 3 clusters Score -2.135851e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 152555 members 
Entering Unmasked Estep 
Score: -21358536.000000 Penalty: 5925.649902
	Iteration 65Q: 3 clusters Score -2.135854e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 152580 members 
Entering Unmasked Estep 
Score: -21358538.000000 Penalty: 5925.649902
	Iteration 66Q: 3 clusters Score -2.135854e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 152616 members 
Entering Unmasked Estep 
Score: -21358546.000000 Penalty: 5925.649902
	Iteration 67Q: 3 clusters Score -2.135855e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 152653 members 
Entering Unmasked Estep 
Score: -21358558.000000 Penalty: 5925.649902
	Iteration 68Q: 3 clusters Score -2.135856e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 152681 members 
Entering Unmasked Estep 
Score: -21358586.000000 Penalty: 5925.649902
	Iteration 69Q: 3 clusters Score -2.135859e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 152706 members 
Entering Unmasked Estep 
Score: -21358582.000000 Penalty: 5925.649902
	Iteration 70Q: 3 clusters Score -2.135858e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 152727 members 
Entering Unmasked Estep 
Score: -21358592.000000 Penalty: 5925.649902
	Iteration 71Q: 3 clusters Score -2.135859e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 152755 members 
Entering Unmasked Estep 
Score: -21358614.000000 Penalty: 5925.649902
	Iteration 72Q: 3 clusters Score -2.135861e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 152775 members 
Entering Unmasked Estep 
Score: -21358624.000000 Penalty: 5925.649902
	Iteration 73Q: 3 clusters Score -2.135862e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 152792 members 
Entering Unmasked Estep 
Score: -21358608.000000 Penalty: 5925.649902
	Iteration 74Q: 3 clusters Score -2.135861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 152804 members 
Entering Unmasked Estep 
Score: -21358604.000000 Penalty: 5925.649902
	Iteration 75Q: 3 clusters Score -2.13586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 152815 members 
Entering Unmasked Estep 
Score: -21358622.000000 Penalty: 5925.649902
	Iteration 76Q: 3 clusters Score -2.135862e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 152831 members 
Entering Unmasked Estep 
Score: -21358602.000000 Penalty: 5925.649902
	Iteration 77Q: 3 clusters Score -2.13586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 152848 members 
Entering Unmasked Estep 
Score: -21358608.000000 Penalty: 5925.649902
	Iteration 78Q: 3 clusters Score -2.135861e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 152862 members 
Entering Unmasked Estep 
Score: -21358630.000000 Penalty: 5925.649902
	Iteration 79Q: 3 clusters Score -2.135863e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 152878 members 
Entering Unmasked Estep 
Score: -21358626.000000 Penalty: 5925.649902
	Iteration 80F: 3 clusters Score -2.135863e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 152892 members 
Entering Unmasked Estep 
Score: -21358640.000000 Penalty: 5925.649902
	Iteration 81Q: 3 clusters Score -2.135864e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 152906 members 
Entering Unmasked Estep 
Score: -21358654.000000 Penalty: 5925.649902
	Iteration 82Q: 3 clusters Score -2.135865e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 152917 members 
Entering Unmasked Estep 
Score: -21358656.000000 Penalty: 5925.649902
	Iteration 83Q: 3 clusters Score -2.135866e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 152927 members 
Entering Unmasked Estep 
Score: -21358692.000000 Penalty: 5925.649902
	Iteration 84Q: 3 clusters Score -2.135869e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 152935 members 
Entering Unmasked Estep 
Score: -21358688.000000 Penalty: 5925.649902
	Iteration 85Q: 3 clusters Score -2.135869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 152943 members 
Entering Unmasked Estep 
Score: -21358674.000000 Penalty: 5925.649902
	Iteration 86Q: 3 clusters Score -2.135867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 152949 members 
Entering Unmasked Estep 
Score: -21358680.000000 Penalty: 5925.649902
	Iteration 87Q: 3 clusters Score -2.135868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 152960 members 
Entering Unmasked Estep 
Score: -21358676.000000 Penalty: 5925.649902
	Iteration 88Q: 3 clusters Score -2.135868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 152964 members 
Entering Unmasked Estep 
Score: -21358690.000000 Penalty: 5925.649902
	Iteration 89Q: 3 clusters Score -2.135869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 152970 members 
Entering Unmasked Estep 
Score: -21358670.000000 Penalty: 5925.649902
	Iteration 90Q: 3 clusters Score -2.135867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 152978 members 
Entering Unmasked Estep 
Score: -21358660.000000 Penalty: 5925.649902
	Iteration 91Q: 3 clusters Score -2.135866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 152980 members 
Entering Unmasked Estep 
Score: -21358648.000000 Penalty: 5925.649902
	Iteration 92Q: 3 clusters Score -2.135865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 152981 members 
Entering Unmasked Estep 
Score: -21358654.000000 Penalty: 5925.649902
	Iteration 93Q: 3 clusters Score -2.135865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 152983 members 
Entering Unmasked Estep 
Score: -21358646.000000 Penalty: 5925.649902
	Iteration 94Q: 3 clusters Score -2.135865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 152983 members 
Entering Unmasked Estep 
Score: -21358646.000000 Penalty: 5925.649902
	Iteration 95F: 3 clusters Score -2.135865e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (138910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138910 members 
Entering Unmasked Estep 
Score: -19359240.000000 Penalty: 2936.712158
	Iteration 0F: 2 clusters Score -1.935924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69592 members 
Mstep: Class 2 contains 69318 members 
Entering Unmasked Estep 
Score: -19270078.000000 Penalty: 5873.424316
	Iteration 0F: 3 clusters Score -1.927008e+07 nChanged 66428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71648 members 
Mstep: Class 2 contains 67262 members 
Entering Unmasked Estep 
Score: -19308434.000000 Penalty: 5873.424316
	Iteration 1F: 3 clusters Score -1.930843e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72862 members 
Mstep: Class 2 contains 66048 members 
Entering Unmasked Estep 
Score: -19309524.000000 Penalty: 5873.424316
	Iteration 2Q: 3 clusters Score -1.930952e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74553 members 
Mstep: Class 2 contains 64357 members 
Entering Unmasked Estep 
Score: -19310664.000000 Penalty: 5873.424316
	Iteration 3Q: 3 clusters Score -1.931066e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76980 members 
Mstep: Class 2 contains 61930 members 
Entering Unmasked Estep 
Score: -19312530.000000 Penalty: 5873.424316
	Iteration 4Q: 3 clusters Score -1.931253e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80492 members 
Mstep: Class 2 contains 58418 members 
Entering Unmasked Estep 
Score: -19315162.000000 Penalty: 5873.424316
	Iteration 5Q: 3 clusters Score -1.931516e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85258 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -19319590.000000 Penalty: 5873.424316
	Iteration 6F: 3 clusters Score -1.931959e+07 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90785 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -19325574.000000 Penalty: 5873.424316
	Iteration 7F: 3 clusters Score -1.932557e+07 nChanged 8673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96214 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -19332626.000000 Penalty: 5873.424316
	Iteration 8F: 3 clusters Score -1.933263e+07 nChanged 7932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100520 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -19338428.000000 Penalty: 5873.424316
	Iteration 9F: 3 clusters Score -1.933843e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103724 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -19342118.000000 Penalty: 5873.424316
	Iteration 10Q: 3 clusters Score -1.934212e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106322 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -19344246.000000 Penalty: 5873.424316
	Iteration 11Q: 3 clusters Score -1.934425e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108764 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -19345670.000000 Penalty: 5873.424316
	Iteration 12Q: 3 clusters Score -1.934567e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111226 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -19346886.000000 Penalty: 5873.424316
	Iteration 13Q: 3 clusters Score -1.934689e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113753 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -19348022.000000 Penalty: 5873.424316
	Iteration 14Q: 3 clusters Score -1.934802e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116177 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -19348922.000000 Penalty: 5873.424316
	Iteration 15Q: 3 clusters Score -1.934892e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118646 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -19349872.000000 Penalty: 5873.424316
	Iteration 16Q: 3 clusters Score -1.934987e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121054 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -19350850.000000 Penalty: 5873.424316
	Iteration 17Q: 3 clusters Score -1.935085e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123425 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -19351656.000000 Penalty: 5873.424316
	Iteration 18Q: 3 clusters Score -1.935166e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125616 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -19352624.000000 Penalty: 5873.424316
	Iteration 19Q: 3 clusters Score -1.935262e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127735 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -19353460.000000 Penalty: 5873.424316
	Iteration 20F: 3 clusters Score -1.935346e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129660 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -19354222.000000 Penalty: 5873.424316
	Iteration 21Q: 3 clusters Score -1.935422e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131282 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -19354746.000000 Penalty: 5873.424316
	Iteration 22Q: 3 clusters Score -1.935475e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132664 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -19355210.000000 Penalty: 5873.424316
	Iteration 23Q: 3 clusters Score -1.935521e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133848 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -19355552.000000 Penalty: 5873.424316
	Iteration 24Q: 3 clusters Score -1.935555e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134822 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -19355934.000000 Penalty: 5873.424316
	Iteration 25Q: 3 clusters Score -1.935593e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135547 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -19356114.000000 Penalty: 5873.424316
	Iteration 26Q: 3 clusters Score -1.935611e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136090 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -19356244.000000 Penalty: 5873.424316
	Iteration 27Q: 3 clusters Score -1.935624e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136508 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -19356390.000000 Penalty: 5873.424316
	Iteration 28Q: 3 clusters Score -1.935639e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136803 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -19356430.000000 Penalty: 5873.424316
	Iteration 29Q: 3 clusters Score -1.935643e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137033 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -19356472.000000 Penalty: 5873.424316
	Iteration 30Q: 3 clusters Score -1.935647e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137212 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -19356548.000000 Penalty: 5873.424316
	Iteration 31Q: 3 clusters Score -1.935655e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137360 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -19356624.000000 Penalty: 5873.424316
	Iteration 32Q: 3 clusters Score -1.935662e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137463 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -19356668.000000 Penalty: 5873.424316
	Iteration 33Q: 3 clusters Score -1.935667e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137534 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -19356718.000000 Penalty: 5873.424316
	Iteration 34Q: 3 clusters Score -1.935672e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137607 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -19356746.000000 Penalty: 5873.424316
	Iteration 35Q: 3 clusters Score -1.935675e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137665 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -19356780.000000 Penalty: 5873.424316
	Iteration 36Q: 3 clusters Score -1.935678e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137721 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -19356806.000000 Penalty: 5873.424316
	Iteration 37Q: 3 clusters Score -1.935681e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137770 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -19356824.000000 Penalty: 5873.424316
	Iteration 38Q: 3 clusters Score -1.935682e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137806 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -19356838.000000 Penalty: 5873.424316
	Iteration 39Q: 3 clusters Score -1.935684e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137825 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -19356844.000000 Penalty: 5873.424316
	Iteration 40F: 3 clusters Score -1.935684e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137843 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -19356856.000000 Penalty: 5873.424316
	Iteration 41Q: 3 clusters Score -1.935686e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137848 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -19356872.000000 Penalty: 5873.424316
	Iteration 42Q: 3 clusters Score -1.935687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137856 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -19356874.000000 Penalty: 5873.424316
	Iteration 43Q: 3 clusters Score -1.935687e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137873 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -19356876.000000 Penalty: 5873.424316
	Iteration 44Q: 3 clusters Score -1.935688e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137892 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -19356880.000000 Penalty: 5873.424316
	Iteration 45Q: 3 clusters Score -1.935688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137906 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -19356884.000000 Penalty: 5873.424316
	Iteration 46Q: 3 clusters Score -1.935688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137917 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -19356886.000000 Penalty: 5873.424316
	Iteration 47Q: 3 clusters Score -1.935689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137930 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -19356886.000000 Penalty: 5873.424316
	Iteration 48Q: 3 clusters Score -1.935689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137941 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -19356906.000000 Penalty: 5873.424316
	Iteration 49Q: 3 clusters Score -1.935691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137949 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -19356914.000000 Penalty: 5873.424316
	Iteration 50Q: 3 clusters Score -1.935691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137953 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -19356918.000000 Penalty: 5873.424316
	Iteration 51Q: 3 clusters Score -1.935692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137959 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -19356908.000000 Penalty: 5873.424316
	Iteration 52Q: 3 clusters Score -1.935691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137965 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -19356912.000000 Penalty: 5873.424316
	Iteration 53Q: 3 clusters Score -1.935691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137968 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -19356908.000000 Penalty: 5873.424316
	Iteration 54Q: 3 clusters Score -1.935691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137972 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -19356912.000000 Penalty: 5873.424316
	Iteration 55Q: 3 clusters Score -1.935691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137975 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -19356914.000000 Penalty: 5873.424316
	Iteration 56Q: 3 clusters Score -1.935691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137976 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -19356920.000000 Penalty: 5873.424316
	Iteration 57Q: 3 clusters Score -1.935692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137977 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -19356916.000000 Penalty: 5873.424316
	Iteration 58Q: 3 clusters Score -1.935692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137978 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -19356926.000000 Penalty: 5873.424316
	Iteration 59Q: 3 clusters Score -1.935693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137979 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -19356920.000000 Penalty: 5873.424316
	Iteration 60F: 3 clusters Score -1.935692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Entering Unmasked Estep 
Score: -3799858.250000 Penalty: 2531.343506
	Iteration 0F: 2 clusters Score -3799858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -3781075.750000 Penalty: 5062.687012
	Iteration 0F: 3 clusters Score -3781076 nChanged 12135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -3787699.250000 Penalty: 5062.687012
	Iteration 1F: 3 clusters Score -3787699 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3788145.250000 Penalty: 5062.687012
	Iteration 2Q: 3 clusters Score -3788145 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -3788526.000000 Penalty: 5062.687012
	Iteration 3Q: 3 clusters Score -3788526 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -3788901.250000 Penalty: 5062.687012
	Iteration 4Q: 3 clusters Score -3788901 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3789319.500000 Penalty: 5062.687012
	Iteration 5Q: 3 clusters Score -3789320 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -3789840.250000 Penalty: 5062.687012
	Iteration 6Q: 3 clusters Score -3789840 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -3790473.250000 Penalty: 5062.687012
	Iteration 7Q: 3 clusters Score -3790473 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -3791424.750000 Penalty: 5062.687012
	Iteration 8Q: 3 clusters Score -3791425 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -3792592.500000 Penalty: 5062.687012
	Iteration 9F: 3 clusters Score -3792592 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -3793774.000000 Penalty: 5062.687012
	Iteration 10F: 3 clusters Score -3793774 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -3794761.000000 Penalty: 5062.687012
	Iteration 11Q: 3 clusters Score -3794761 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -3795548.750000 Penalty: 5062.687012
	Iteration 12Q: 3 clusters Score -3795549 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -3796084.500000 Penalty: 5062.687012
	Iteration 13Q: 3 clusters Score -3796084 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3796462.750000 Penalty: 5062.687012
	Iteration 14Q: 3 clusters Score -3796463 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -3796717.750000 Penalty: 5062.687012
	Iteration 15Q: 3 clusters Score -3796718 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -3796925.500000 Penalty: 5062.687012
	Iteration 16Q: 3 clusters Score -3796926 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -3797084.750000 Penalty: 5062.687012
	Iteration 17Q: 3 clusters Score -3797085 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -3797210.500000 Penalty: 5062.687012
	Iteration 18Q: 3 clusters Score -3797210 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -3797317.250000 Penalty: 5062.687012
	Iteration 19Q: 3 clusters Score -3797317 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -3797401.750000 Penalty: 5062.687012
	Iteration 20F: 3 clusters Score -3797402 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -3797471.000000 Penalty: 5062.687012
	Iteration 21Q: 3 clusters Score -3797471 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -3797542.250000 Penalty: 5062.687012
	Iteration 22Q: 3 clusters Score -3797542 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -3797589.750000 Penalty: 5062.687012
	Iteration 23Q: 3 clusters Score -3797590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -3797623.500000 Penalty: 5062.687012
	Iteration 24Q: 3 clusters Score -3797624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -3797647.750000 Penalty: 5062.687012
	Iteration 25Q: 3 clusters Score -3797648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -3797668.000000 Penalty: 5062.687012
	Iteration 26Q: 3 clusters Score -3797668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -3797679.500000 Penalty: 5062.687012
	Iteration 27Q: 3 clusters Score -3797680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -3797684.250000 Penalty: 5062.687012
	Iteration 28Q: 3 clusters Score -3797684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -3797692.500000 Penalty: 5062.687012
	Iteration 29Q: 3 clusters Score -3797692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -3797698.750000 Penalty: 5062.687012
	Iteration 30Q: 3 clusters Score -3797699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -3797703.750000 Penalty: 5062.687012
	Iteration 31Q: 3 clusters Score -3797704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -3797707.000000 Penalty: 5062.687012
	Iteration 32Q: 3 clusters Score -3797707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -3797710.750000 Penalty: 5062.687012
	Iteration 33Q: 3 clusters Score -3797711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -3797715.250000 Penalty: 5062.687012
	Iteration 34Q: 3 clusters Score -3797715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -3797712.500000 Penalty: 5062.687012
	Iteration 35Q: 3 clusters Score -3797712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -3797713.500000 Penalty: 5062.687012
	Iteration 36Q: 3 clusters Score -3797714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -3797713.500000 Penalty: 5062.687012
	Iteration 37F: 3 clusters Score -3797714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Entering Unmasked Estep 
Score: -211844.187500 Penalty: 1838.515137
	Iteration 0F: 2 clusters Score -211844.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -209508.890625 Penalty: 3677.030273
	Iteration 0F: 3 clusters Score -209508.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -210208.515625 Penalty: 3677.030273
	Iteration 1F: 3 clusters Score -210208.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -210638.906250 Penalty: 3677.030273
	Iteration 2F: 3 clusters Score -210638.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -210992.640625 Penalty: 3677.030273
	Iteration 3F: 3 clusters Score -210992.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -211275.859375 Penalty: 3677.030273
	Iteration 4F: 3 clusters Score -211275.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -211421.609375 Penalty: 3677.030273
	Iteration 5Q: 3 clusters Score -211421.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -211512.140625 Penalty: 3677.030273
	Iteration 6Q: 3 clusters Score -211512.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -211593.015625 Penalty: 3677.030273
	Iteration 7Q: 3 clusters Score -211593 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -211737.984375 Penalty: 3677.030273
	Iteration 8Q: 3 clusters Score -211738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -211898.437500 Penalty: 3677.030273
	Iteration 9Q: 3 clusters Score -211898.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -211998.078125 Penalty: 3677.030273
	Iteration 10Q: 3 clusters Score -211998.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -212039.000000 Penalty: 3677.030273
	Iteration 11Q: 3 clusters Score -212039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -212062.046875 Penalty: 3677.030273
	Iteration 12Q: 3 clusters Score -212062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -212076.453125 Penalty: 3677.030273
	Iteration 13Q: 3 clusters Score -212076.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -212083.375000 Penalty: 3677.030273
	Iteration 14Q: 3 clusters Score -212083.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -212091.781250 Penalty: 3677.030273
	Iteration 15Q: 3 clusters Score -212091.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -212101.687500 Penalty: 3677.030273
	Iteration 16Q: 3 clusters Score -212101.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -212111.234375 Penalty: 3677.030273
	Iteration 17Q: 3 clusters Score -212111.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -212120.078125 Penalty: 3677.030273
	Iteration 18Q: 3 clusters Score -212120.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -212125.875000 Penalty: 3677.030273
	Iteration 19Q: 3 clusters Score -212125.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -212130.468750 Penalty: 3677.030273
	Iteration 20F: 3 clusters Score -212130.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -212145.359375 Penalty: 3677.030273
	Iteration 21Q: 3 clusters Score -212145.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -212160.781250 Penalty: 3677.030273
	Iteration 22Q: 3 clusters Score -212160.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -212172.171875 Penalty: 3677.030273
	Iteration 23Q: 3 clusters Score -212172.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -212268.015625 Penalty: 3677.030273
	Iteration 24Q: 3 clusters Score -212268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -212409.078125 Penalty: 3677.030273
	Iteration 25Q: 3 clusters Score -212409.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -212423.828125 Penalty: 3677.030273
	Iteration 26Q: 3 clusters Score -212423.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -212425.656250 Penalty: 3677.030273
	Iteration 27Q: 3 clusters Score -212425.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -212425.656250 Penalty: 3677.030273
	Iteration 28F: 3 clusters Score -212425.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 60016 members 
Mstep: Class 2 contains 6136 members 
Mstep: Class 3 contains 24242 members 
Mstep: Class 4 contains 14047 members 
Mstep: Class 5 contains 53823 members 
Mstep: Class 6 contains 4196 members 
Mstep: Class 7 contains 15659 members 
Mstep: Class 8 contains 190110 members 
Mstep: Class 9 contains 5111 members 
Mstep: Class 10 contains 7652 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 6075 members 
Mstep: Class 13 contains 15533 members 
Mstep: Class 14 contains 10806 members 
Mstep: Class 15 contains 7779 members 
Mstep: Class 16 contains 25728 members 
Mstep: Class 17 contains 2925 members 
Mstep: Class 18 contains 154334 members 
Mstep: Class 19 contains 138910 members 
Mstep: Class 20 contains 27093 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 34008 members 
Mstep: Class 23 contains 16324 members 
Mstep: Class 24 contains 46942 members 
Mstep: Class 25 contains 131456 members 
Mstep: Class 26 contains 45680 members 
Mstep: Class 27 contains 958 members 
Mstep: Class 28 contains 455 members 
Entering Unmasked Estep 
Score: -142934976.000000 Penalty: 96296.875000
Splitting cluster 21 changes total score from -142935440.000000 to -142934976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (34008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Entering Unmasked Estep 
Score: -4780905.500000 Penalty: 2587.718994
	Iteration 0F: 2 clusters Score -4780906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -4757813.500000 Penalty: 5175.437988
	Iteration 0F: 3 clusters Score -4757814 nChanged 15396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -4766402.500000 Penalty: 5175.437988
	Iteration 1F: 3 clusters Score -4766402 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -4767219.000000 Penalty: 5175.437988
	Iteration 2F: 3 clusters Score -4767219 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -4768140.000000 Penalty: 5175.437988
	Iteration 3F: 3 clusters Score -4768140 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -4769044.000000 Penalty: 5175.437988
	Iteration 4F: 3 clusters Score -4769044 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -4769963.500000 Penalty: 5175.437988
	Iteration 5F: 3 clusters Score -4769964 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -4770896.000000 Penalty: 5175.437988
	Iteration 6F: 3 clusters Score -4770896 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -4771942.000000 Penalty: 5175.437988
	Iteration 7F: 3 clusters Score -4771942 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -4773016.500000 Penalty: 5175.437988
	Iteration 8F: 3 clusters Score -4773016 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -4774035.000000 Penalty: 5175.437988
	Iteration 9Q: 3 clusters Score -4774035 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -4774996.500000 Penalty: 5175.437988
	Iteration 10Q: 3 clusters Score -4774996 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -4775793.000000 Penalty: 5175.437988
	Iteration 11Q: 3 clusters Score -4775793 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -4776341.500000 Penalty: 5175.437988
	Iteration 12Q: 3 clusters Score -4776342 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -4776718.500000 Penalty: 5175.437988
	Iteration 13Q: 3 clusters Score -4776718 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -4776983.500000 Penalty: 5175.437988
	Iteration 14Q: 3 clusters Score -4776984 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -4777203.500000 Penalty: 5175.437988
	Iteration 15Q: 3 clusters Score -4777204 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -4777361.000000 Penalty: 5175.437988
	Iteration 16Q: 3 clusters Score -4777361 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -4777538.500000 Penalty: 5175.437988
	Iteration 17Q: 3 clusters Score -4777538 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -4777691.000000 Penalty: 5175.437988
	Iteration 18Q: 3 clusters Score -4777691 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -4777880.500000 Penalty: 5175.437988
	Iteration 19Q: 3 clusters Score -4777880 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -4778081.000000 Penalty: 5175.437988
	Iteration 20F: 3 clusters Score -4778081 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -4778235.500000 Penalty: 5175.437988
	Iteration 21Q: 3 clusters Score -4778236 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -4778433.500000 Penalty: 5175.437988
	Iteration 22Q: 3 clusters Score -4778434 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -4778639.500000 Penalty: 5175.437988
	Iteration 23Q: 3 clusters Score -4778640 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -4778803.000000 Penalty: 5175.437988
	Iteration 24Q: 3 clusters Score -4778803 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -4778940.000000 Penalty: 5175.437988
	Iteration 25Q: 3 clusters Score -4778940 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -4779105.500000 Penalty: 5175.437988
	Iteration 26Q: 3 clusters Score -4779106 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -4779218.500000 Penalty: 5175.437988
	Iteration 27Q: 3 clusters Score -4779218 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -4779347.000000 Penalty: 5175.437988
	Iteration 28Q: 3 clusters Score -4779347 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -4779481.500000 Penalty: 5175.437988
	Iteration 29Q: 3 clusters Score -4779482 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -4779550.500000 Penalty: 5175.437988
	Iteration 30Q: 3 clusters Score -4779550 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -4779651.000000 Penalty: 5175.437988
	Iteration 31Q: 3 clusters Score -4779651 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -4779721.500000 Penalty: 5175.437988
	Iteration 32Q: 3 clusters Score -4779722 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -4779793.000000 Penalty: 5175.437988
	Iteration 33Q: 3 clusters Score -4779793 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -4779857.500000 Penalty: 5175.437988
	Iteration 34Q: 3 clusters Score -4779858 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -4779893.500000 Penalty: 5175.437988
	Iteration 35Q: 3 clusters Score -4779894 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -4779933.500000 Penalty: 5175.437988
	Iteration 36Q: 3 clusters Score -4779934 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -4779981.000000 Penalty: 5175.437988
	Iteration 37Q: 3 clusters Score -4779981 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -4779998.000000 Penalty: 5175.437988
	Iteration 38Q: 3 clusters Score -4779998 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -4780014.000000 Penalty: 5175.437988
	Iteration 39Q: 3 clusters Score -4780014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -4780025.500000 Penalty: 5175.437988
	Iteration 40F: 3 clusters Score -4780026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -4780036.000000 Penalty: 5175.437988
	Iteration 41Q: 3 clusters Score -4780036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -4780040.500000 Penalty: 5175.437988
	Iteration 42Q: 3 clusters Score -4780040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -4780048.500000 Penalty: 5175.437988
	Iteration 43Q: 3 clusters Score -4780048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -4780063.000000 Penalty: 5175.437988
	Iteration 44Q: 3 clusters Score -4780063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -4780064.000000 Penalty: 5175.437988
	Iteration 45Q: 3 clusters Score -4780064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -4780068.500000 Penalty: 5175.437988
	Iteration 46Q: 3 clusters Score -4780068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -4780070.500000 Penalty: 5175.437988
	Iteration 47Q: 3 clusters Score -4780070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -4780063.500000 Penalty: 5175.437988
	Iteration 48Q: 3 clusters Score -4780064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -4780069.500000 Penalty: 5175.437988
	Iteration 49Q: 3 clusters Score -4780070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -4780076.000000 Penalty: 5175.437988
	Iteration 50Q: 3 clusters Score -4780076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -4780075.000000 Penalty: 5175.437988
	Iteration 51Q: 3 clusters Score -4780075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -4780074.500000 Penalty: 5175.437988
	Iteration 52Q: 3 clusters Score -4780074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -4780074.500000 Penalty: 5175.437988
	Iteration 53F: 3 clusters Score -4780074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Entering Unmasked Estep 
Score: -2219197.500000 Penalty: 2405.697266
	Iteration 0F: 2 clusters Score -2219198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2207490.250000 Penalty: 4811.394531
	Iteration 0F: 3 clusters Score -2207490 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2211260.000000 Penalty: 4811.394531
	Iteration 1F: 3 clusters Score -2211260 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2211772.500000 Penalty: 4811.394531
	Iteration 2F: 3 clusters Score -2211772 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2212380.500000 Penalty: 4811.394531
	Iteration 3F: 3 clusters Score -2212380 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2213111.250000 Penalty: 4811.394531
	Iteration 4F: 3 clusters Score -2213111 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2213983.250000 Penalty: 4811.394531
	Iteration 5F: 3 clusters Score -2213983 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2215027.750000 Penalty: 4811.394531
	Iteration 6F: 3 clusters Score -2215028 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2216174.250000 Penalty: 4811.394531
	Iteration 7F: 3 clusters Score -2216174 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2217245.500000 Penalty: 4811.394531
	Iteration 8F: 3 clusters Score -2217246 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2217943.750000 Penalty: 4811.394531
	Iteration 9Q: 3 clusters Score -2217944 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2218278.500000 Penalty: 4811.394531
	Iteration 10Q: 3 clusters Score -2218278 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2218445.750000 Penalty: 4811.394531
	Iteration 11Q: 3 clusters Score -2218446 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2218555.750000 Penalty: 4811.394531
	Iteration 12Q: 3 clusters Score -2218556 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2218623.250000 Penalty: 4811.394531
	Iteration 13Q: 3 clusters Score -2218623 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2218661.250000 Penalty: 4811.394531
	Iteration 14Q: 3 clusters Score -2218661 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2218694.000000 Penalty: 4811.394531
	Iteration 15Q: 3 clusters Score -2218694 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2218709.500000 Penalty: 4811.394531
	Iteration 16Q: 3 clusters Score -2218710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2218721.500000 Penalty: 4811.394531
	Iteration 17Q: 3 clusters Score -2218722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2218726.750000 Penalty: 4811.394531
	Iteration 18Q: 3 clusters Score -2218727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2218730.750000 Penalty: 4811.394531
	Iteration 19Q: 3 clusters Score -2218731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -2218736.250000 Penalty: 4811.394531
	Iteration 20F: 3 clusters Score -2218736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2218736.250000 Penalty: 4811.394531
	Iteration 21Q: 3 clusters Score -2218736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2218739.000000 Penalty: 4811.394531
	Iteration 22Q: 3 clusters Score -2218739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2218739.500000 Penalty: 4811.394531
	Iteration 23Q: 3 clusters Score -2218740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2218739.000000 Penalty: 4811.394531
	Iteration 24Q: 3 clusters Score -2218739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2218738.750000 Penalty: 4811.394531
	Iteration 25Q: 3 clusters Score -2218739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2218738.750000 Penalty: 4811.394531
	Iteration 26F: 3 clusters Score -2218739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (46942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46942 members 
Entering Unmasked Estep 
Score: -6551903.000000 Penalty: 2667.653809
	Iteration 0F: 2 clusters Score -6551903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -6520210.500000 Penalty: 5335.307617
	Iteration 0F: 3 clusters Score -6520210 nChanged 21631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -6532099.000000 Penalty: 5335.307617
	Iteration 1F: 3 clusters Score -6532099 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -6532644.500000 Penalty: 5335.307617
	Iteration 2Q: 3 clusters Score -6532644 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -6533327.500000 Penalty: 5335.307617
	Iteration 3Q: 3 clusters Score -6533328 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -6534181.500000 Penalty: 5335.307617
	Iteration 4Q: 3 clusters Score -6534182 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -6535483.000000 Penalty: 5335.307617
	Iteration 5F: 3 clusters Score -6535483 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -6537457.500000 Penalty: 5335.307617
	Iteration 6F: 3 clusters Score -6537458 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -6540298.000000 Penalty: 5335.307617
	Iteration 7F: 3 clusters Score -6540298 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -6543547.000000 Penalty: 5335.307617
	Iteration 8F: 3 clusters Score -6543547 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -6546326.000000 Penalty: 5335.307617
	Iteration 9F: 3 clusters Score -6546326 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -6548052.500000 Penalty: 5335.307617
	Iteration 10Q: 3 clusters Score -6548052 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -6548928.500000 Penalty: 5335.307617
	Iteration 11Q: 3 clusters Score -6548928 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6549317.000000 Penalty: 5335.307617
	Iteration 12Q: 3 clusters Score -6549317 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6549493.000000 Penalty: 5335.307617
	Iteration 13Q: 3 clusters Score -6549493 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6549559.500000 Penalty: 5335.307617
	Iteration 14Q: 3 clusters Score -6549560 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6549602.500000 Penalty: 5335.307617
	Iteration 15Q: 3 clusters Score -6549602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6549637.500000 Penalty: 5335.307617
	Iteration 16Q: 3 clusters Score -6549638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6549659.500000 Penalty: 5335.307617
	Iteration 17Q: 3 clusters Score -6549660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6549682.000000 Penalty: 5335.307617
	Iteration 18Q: 3 clusters Score -6549682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6549697.500000 Penalty: 5335.307617
	Iteration 19Q: 3 clusters Score -6549698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6549704.500000 Penalty: 5335.307617
	Iteration 20F: 3 clusters Score -6549704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6549708.000000 Penalty: 5335.307617
	Iteration 21Q: 3 clusters Score -6549708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6549709.500000 Penalty: 5335.307617
	Iteration 22Q: 3 clusters Score -6549710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6549711.000000 Penalty: 5335.307617
	Iteration 23Q: 3 clusters Score -6549711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6549711.500000 Penalty: 5335.307617
	Iteration 24Q: 3 clusters Score -6549712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6549713.000000 Penalty: 5335.307617
	Iteration 25Q: 3 clusters Score -6549713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6549713.000000 Penalty: 5335.307617
	Iteration 26F: 3 clusters Score -6549713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (131456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131456 members 
Entering Unmasked Estep 
Score: -18307204.000000 Penalty: 2923.033936
	Iteration 0F: 2 clusters Score -1.83072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65937 members 
Mstep: Class 2 contains 65519 members 
Entering Unmasked Estep 
Score: -18220990.000000 Penalty: 5846.067871
	Iteration 0F: 3 clusters Score -1.822099e+07 nChanged 62752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68747 members 
Mstep: Class 2 contains 62709 members 
Entering Unmasked Estep 
Score: -18257842.000000 Penalty: 5846.067871
	Iteration 1F: 3 clusters Score -1.825784e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70520 members 
Mstep: Class 2 contains 60936 members 
Entering Unmasked Estep 
Score: -18259124.000000 Penalty: 5846.067871
	Iteration 2Q: 3 clusters Score -1.825912e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73157 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -18260916.000000 Penalty: 5846.067871
	Iteration 3Q: 3 clusters Score -1.826092e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77185 members 
Mstep: Class 2 contains 54271 members 
Entering Unmasked Estep 
Score: -18263834.000000 Penalty: 5846.067871
	Iteration 4Q: 3 clusters Score -1.826383e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82904 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -18268108.000000 Penalty: 5846.067871
	Iteration 5F: 3 clusters Score -1.826811e+07 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90317 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -18274260.000000 Penalty: 5846.067871
	Iteration 6F: 3 clusters Score -1.827426e+07 nChanged 9967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98990 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -18281828.000000 Penalty: 5846.067871
	Iteration 7F: 3 clusters Score -1.828183e+07 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107474 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -18289894.000000 Penalty: 5846.067871
	Iteration 8F: 3 clusters Score -1.828989e+07 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114266 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -18295928.000000 Penalty: 5846.067871
	Iteration 9F: 3 clusters Score -1.829593e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118979 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -18299770.000000 Penalty: 5846.067871
	Iteration 10Q: 3 clusters Score -1.829977e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121972 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -18301918.000000 Penalty: 5846.067871
	Iteration 11Q: 3 clusters Score -1.830192e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123881 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -18303160.000000 Penalty: 5846.067871
	Iteration 12Q: 3 clusters Score -1.830316e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125195 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -18303870.000000 Penalty: 5846.067871
	Iteration 13Q: 3 clusters Score -1.830387e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126135 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -18304368.000000 Penalty: 5846.067871
	Iteration 14Q: 3 clusters Score -1.830437e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126915 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -18304742.000000 Penalty: 5846.067871
	Iteration 15Q: 3 clusters Score -1.830474e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127536 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -18305042.000000 Penalty: 5846.067871
	Iteration 16Q: 3 clusters Score -1.830504e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128037 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -18305204.000000 Penalty: 5846.067871
	Iteration 17Q: 3 clusters Score -1.83052e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128408 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -18305310.000000 Penalty: 5846.067871
	Iteration 18Q: 3 clusters Score -1.830531e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128689 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -18305390.000000 Penalty: 5846.067871
	Iteration 19Q: 3 clusters Score -1.830539e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128917 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -18305460.000000 Penalty: 5846.067871
	Iteration 20F: 3 clusters Score -1.830546e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129112 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -18305512.000000 Penalty: 5846.067871
	Iteration 21Q: 3 clusters Score -1.830551e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129262 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -18305548.000000 Penalty: 5846.067871
	Iteration 22Q: 3 clusters Score -1.830555e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129394 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -18305604.000000 Penalty: 5846.067871
	Iteration 23Q: 3 clusters Score -1.83056e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129495 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -18305664.000000 Penalty: 5846.067871
	Iteration 24Q: 3 clusters Score -1.830566e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129573 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -18305672.000000 Penalty: 5846.067871
	Iteration 25Q: 3 clusters Score -1.830567e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129639 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -18305674.000000 Penalty: 5846.067871
	Iteration 26Q: 3 clusters Score -1.830567e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129686 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -18305690.000000 Penalty: 5846.067871
	Iteration 27Q: 3 clusters Score -1.830569e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129732 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -18305684.000000 Penalty: 5846.067871
	Iteration 28Q: 3 clusters Score -1.830568e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129769 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -18305668.000000 Penalty: 5846.067871
	Iteration 29Q: 3 clusters Score -1.830567e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129792 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -18305686.000000 Penalty: 5846.067871
	Iteration 30Q: 3 clusters Score -1.830569e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129816 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -18305698.000000 Penalty: 5846.067871
	Iteration 31Q: 3 clusters Score -1.83057e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129851 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -18305708.000000 Penalty: 5846.067871
	Iteration 32Q: 3 clusters Score -1.830571e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129886 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -18305704.000000 Penalty: 5846.067871
	Iteration 33Q: 3 clusters Score -1.83057e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129911 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -18305754.000000 Penalty: 5846.067871
	Iteration 34Q: 3 clusters Score -1.830575e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129942 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -18305748.000000 Penalty: 5846.067871
	Iteration 35Q: 3 clusters Score -1.830575e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129961 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -18305738.000000 Penalty: 5846.067871
	Iteration 36Q: 3 clusters Score -1.830574e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129982 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -18305764.000000 Penalty: 5846.067871
	Iteration 37Q: 3 clusters Score -1.830576e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130002 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -18305798.000000 Penalty: 5846.067871
	Iteration 38Q: 3 clusters Score -1.83058e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130022 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -18305822.000000 Penalty: 5846.067871
	Iteration 39Q: 3 clusters Score -1.830582e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130040 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -18305854.000000 Penalty: 5846.067871
	Iteration 40F: 3 clusters Score -1.830585e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130052 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -18305864.000000 Penalty: 5846.067871
	Iteration 41Q: 3 clusters Score -1.830586e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130062 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -18305866.000000 Penalty: 5846.067871
	Iteration 42Q: 3 clusters Score -1.830587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130069 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -18305868.000000 Penalty: 5846.067871
	Iteration 43Q: 3 clusters Score -1.830587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130075 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -18305872.000000 Penalty: 5846.067871
	Iteration 44Q: 3 clusters Score -1.830587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130080 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -18305862.000000 Penalty: 5846.067871
	Iteration 45Q: 3 clusters Score -1.830586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130086 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -18305864.000000 Penalty: 5846.067871
	Iteration 46Q: 3 clusters Score -1.830586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130089 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -18305868.000000 Penalty: 5846.067871
	Iteration 47Q: 3 clusters Score -1.830587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130090 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -18305858.000000 Penalty: 5846.067871
	Iteration 48Q: 3 clusters Score -1.830586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130092 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -18305876.000000 Penalty: 5846.067871
	Iteration 49Q: 3 clusters Score -1.830588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130092 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -18305876.000000 Penalty: 5846.067871
	Iteration 50Q: 3 clusters Score -1.830588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130092 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -18305864.000000 Penalty: 5846.067871
	Iteration 51Q: 3 clusters Score -1.830586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130094 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -18305868.000000 Penalty: 5846.067871
	Iteration 52Q: 3 clusters Score -1.830587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130096 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -18305868.000000 Penalty: 5846.067871
	Iteration 53Q: 3 clusters Score -1.830587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130099 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -18305866.000000 Penalty: 5846.067871
	Iteration 54Q: 3 clusters Score -1.830587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130100 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -18305868.000000 Penalty: 5846.067871
	Iteration 55Q: 3 clusters Score -1.830587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130101 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -18305874.000000 Penalty: 5846.067871
	Iteration 56Q: 3 clusters Score -1.830587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130104 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -18305874.000000 Penalty: 5846.067871
	Iteration 57Q: 3 clusters Score -1.830587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130107 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -18305882.000000 Penalty: 5846.067871
	Iteration 58Q: 3 clusters Score -1.830588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130110 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -18305882.000000 Penalty: 5846.067871
	Iteration 59Q: 3 clusters Score -1.830588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130114 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -18305886.000000 Penalty: 5846.067871
	Iteration 60F: 3 clusters Score -1.830589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130115 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -18305888.000000 Penalty: 5846.067871
	Iteration 61Q: 3 clusters Score -1.830589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130117 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -18305882.000000 Penalty: 5846.067871
	Iteration 62Q: 3 clusters Score -1.830588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130118 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -18305882.000000 Penalty: 5846.067871
	Iteration 63Q: 3 clusters Score -1.830588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130119 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -18305886.000000 Penalty: 5846.067871
	Iteration 64Q: 3 clusters Score -1.830589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130120 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -18305880.000000 Penalty: 5846.067871
	Iteration 65Q: 3 clusters Score -1.830588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130120 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -18305880.000000 Penalty: 5846.067871
	Iteration 66Q: 3 clusters Score -1.830588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130120 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -18305882.000000 Penalty: 5846.067871
	Iteration 67Q: 3 clusters Score -1.830588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130121 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -18305884.000000 Penalty: 5846.067871
	Iteration 68Q: 3 clusters Score -1.830588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130122 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -18305884.000000 Penalty: 5846.067871
	Iteration 69Q: 3 clusters Score -1.830588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130125 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -18305898.000000 Penalty: 5846.067871
	Iteration 70Q: 3 clusters Score -1.83059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130125 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -18305896.000000 Penalty: 5846.067871
	Iteration 71Q: 3 clusters Score -1.83059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130126 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -18305902.000000 Penalty: 5846.067871
	Iteration 72Q: 3 clusters Score -1.83059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130129 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -18305888.000000 Penalty: 5846.067871
	Iteration 73Q: 3 clusters Score -1.830589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130131 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -18305896.000000 Penalty: 5846.067871
	Iteration 74Q: 3 clusters Score -1.83059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130133 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -18305898.000000 Penalty: 5846.067871
	Iteration 75Q: 3 clusters Score -1.83059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130133 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -18305906.000000 Penalty: 5846.067871
	Iteration 76Q: 3 clusters Score -1.830591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130132 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -18305904.000000 Penalty: 5846.067871
	Iteration 77Q: 3 clusters Score -1.83059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130132 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -18305904.000000 Penalty: 5846.067871
	Iteration 78F: 3 clusters Score -1.83059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (45680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Entering Unmasked Estep 
Score: -6189751.000000 Penalty: 2660.895020
	Iteration 0F: 2 clusters Score -6189751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -6159177.000000 Penalty: 5321.790039
	Iteration 0F: 3 clusters Score -6159177 nChanged 20798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -6170716.000000 Penalty: 5321.790039
	Iteration 1F: 3 clusters Score -6170716 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -6171387.000000 Penalty: 5321.790039
	Iteration 2Q: 3 clusters Score -6171387 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -6172075.000000 Penalty: 5321.790039
	Iteration 3Q: 3 clusters Score -6172075 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -6172690.500000 Penalty: 5321.790039
	Iteration 4Q: 3 clusters Score -6172690 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -6173415.500000 Penalty: 5321.790039
	Iteration 5Q: 3 clusters Score -6173416 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -6174242.000000 Penalty: 5321.790039
	Iteration 6Q: 3 clusters Score -6174242 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -6175107.000000 Penalty: 5321.790039
	Iteration 7Q: 3 clusters Score -6175107 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -6176028.000000 Penalty: 5321.790039
	Iteration 8Q: 3 clusters Score -6176028 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -6176953.500000 Penalty: 5321.790039
	Iteration 9Q: 3 clusters Score -6176954 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -6177927.500000 Penalty: 5321.790039
	Iteration 10Q: 3 clusters Score -6177928 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -6179091.000000 Penalty: 5321.790039
	Iteration 11Q: 3 clusters Score -6179091 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -6180333.000000 Penalty: 5321.790039
	Iteration 12Q: 3 clusters Score -6180333 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -6181641.000000 Penalty: 5321.790039
	Iteration 13Q: 3 clusters Score -6181641 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -6182939.500000 Penalty: 5321.790039
	Iteration 14Q: 3 clusters Score -6182940 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -6184132.500000 Penalty: 5321.790039
	Iteration 15Q: 3 clusters Score -6184132 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -6185127.000000 Penalty: 5321.790039
	Iteration 16Q: 3 clusters Score -6185127 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -6185983.500000 Penalty: 5321.790039
	Iteration 17Q: 3 clusters Score -6185984 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -6186608.500000 Penalty: 5321.790039
	Iteration 18Q: 3 clusters Score -6186608 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -6187007.000000 Penalty: 5321.790039
	Iteration 19Q: 3 clusters Score -6187007 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -6187274.500000 Penalty: 5321.790039
	Iteration 20F: 3 clusters Score -6187274 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -6187421.500000 Penalty: 5321.790039
	Iteration 21Q: 3 clusters Score -6187422 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -6187509.000000 Penalty: 5321.790039
	Iteration 22Q: 3 clusters Score -6187509 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -6187558.000000 Penalty: 5321.790039
	Iteration 23Q: 3 clusters Score -6187558 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -6187601.500000 Penalty: 5321.790039
	Iteration 24Q: 3 clusters Score -6187602 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -6187603.500000 Penalty: 5321.790039
	Iteration 25Q: 3 clusters Score -6187604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -6187628.500000 Penalty: 5321.790039
	Iteration 26Q: 3 clusters Score -6187628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -6187648.500000 Penalty: 5321.790039
	Iteration 27Q: 3 clusters Score -6187648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -6187660.000000 Penalty: 5321.790039
	Iteration 28Q: 3 clusters Score -6187660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -6187670.000000 Penalty: 5321.790039
	Iteration 29Q: 3 clusters Score -6187670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -6187678.000000 Penalty: 5321.790039
	Iteration 30Q: 3 clusters Score -6187678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -6187690.500000 Penalty: 5321.790039
	Iteration 31Q: 3 clusters Score -6187690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -6187698.000000 Penalty: 5321.790039
	Iteration 32Q: 3 clusters Score -6187698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -6187703.500000 Penalty: 5321.790039
	Iteration 33Q: 3 clusters Score -6187704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -6187701.000000 Penalty: 5321.790039
	Iteration 34Q: 3 clusters Score -6187701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -6187704.500000 Penalty: 5321.790039
	Iteration 35Q: 3 clusters Score -6187704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -6187706.500000 Penalty: 5321.790039
	Iteration 36Q: 3 clusters Score -6187706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -6187717.000000 Penalty: 5321.790039
	Iteration 37Q: 3 clusters Score -6187717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -6187727.000000 Penalty: 5321.790039
	Iteration 38Q: 3 clusters Score -6187727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -6187727.500000 Penalty: 5321.790039
	Iteration 39Q: 3 clusters Score -6187728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -6187733.500000 Penalty: 5321.790039
	Iteration 40F: 3 clusters Score -6187734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 45213 members 
Entering Unmasked Estep 
Score: -6187733.500000 Penalty: 5321.790039
	Iteration 41Q: 3 clusters Score -6187734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -6187736.000000 Penalty: 5321.790039
	Iteration 42Q: 3 clusters Score -6187736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -6187736.000000 Penalty: 5321.790039
	Iteration 43F: 3 clusters Score -6187736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -116070.500000 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -116070.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -114250.804688 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -114250.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -115037.164062 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -115037.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -115771.796875 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -115771.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -116583.710938 Penalty: 3404.964355
	Iteration 3F: 3 clusters Score -116583.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -117146.203125 Penalty: 3404.964355
	Iteration 4F: 3 clusters Score -117146.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -117258.820312 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -117258.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -117346.320312 Penalty: 3404.964355
	Iteration 6Q: 3 clusters Score -117346.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -117446.039062 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -117446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -117632.273438 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -117632.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -118215.601562 Penalty: 3404.964355
	Iteration 9Q: 3 clusters Score -118215.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -118235.109375 Penalty: 3404.964355
	Iteration 10Q: 3 clusters Score -118235.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -118235.109375 Penalty: 3404.964355
	Iteration 11F: 3 clusters Score -118235.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 60016 members 
Mstep: Class 2 contains 6136 members 
Mstep: Class 3 contains 24242 members 
Mstep: Class 4 contains 14047 members 
Mstep: Class 5 contains 53823 members 
Mstep: Class 6 contains 4196 members 
Mstep: Class 7 contains 15659 members 
Mstep: Class 8 contains 190110 members 
Mstep: Class 9 contains 5111 members 
Mstep: Class 10 contains 7652 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 6075 members 
Mstep: Class 13 contains 15533 members 
Mstep: Class 14 contains 10806 members 
Mstep: Class 15 contains 7779 members 
Mstep: Class 16 contains 25728 members 
Mstep: Class 17 contains 2925 members 
Mstep: Class 18 contains 154334 members 
Mstep: Class 19 contains 138910 members 
Mstep: Class 20 contains 27093 members 
Mstep: Class 21 contains 1658 members 
Mstep: Class 22 contains 34008 members 
Mstep: Class 23 contains 16324 members 
Mstep: Class 24 contains 46942 members 
Mstep: Class 25 contains 131456 members 
Mstep: Class 26 contains 45680 members 
Mstep: Class 27 contains 553 members 
Mstep: Class 28 contains 405 members 
Entering Unmasked Estep 
Score: -142936512.000000 Penalty: 96296.875000
Splitting cluster 27 changes total score from -142935440.000000 to -142936512.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 60016 members 
Mstep: Class 2 contains 6136 members 
Mstep: Class 3 contains 24242 members 
Mstep: Class 4 contains 14047 members 
Mstep: Class 5 contains 53823 members 
Mstep: Class 6 contains 4196 members 
Mstep: Class 7 contains 15659 members 
Mstep: Class 8 contains 190110 members 
Mstep: Class 9 contains 5111 members 
Mstep: Class 10 contains 7652 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 6075 members 
Mstep: Class 13 contains 15533 members 
Mstep: Class 14 contains 10806 members 
Mstep: Class 15 contains 7779 members 
Mstep: Class 16 contains 25728 members 
Mstep: Class 17 contains 2925 members 
Mstep: Class 18 contains 154334 members 
Mstep: Class 19 contains 138910 members 
Mstep: Class 20 contains 27093 members 
Mstep: Class 21 contains 1658 members 
Mstep: Class 22 contains 34008 members 
Mstep: Class 23 contains 16324 members 
Mstep: Class 24 contains 46942 members 
Mstep: Class 25 contains 131456 members 
Mstep: Class 26 contains 45680 members 
Mstep: Class 27 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142936688.000000 Penalty: 96296.875000
Iteration 79Q: 29 clusters Score -1.429367e+08 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59851 members 
Mstep: Class 2 contains 6136 members 
Mstep: Class 3 contains 24202 members 
Mstep: Class 4 contains 14048 members 
Mstep: Class 5 contains 53684 members 
Mstep: Class 6 contains 4180 members 
Mstep: Class 7 contains 15653 members 
Mstep: Class 8 contains 190319 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 7663 members 
Mstep: Class 11 contains 6353 members 
Mstep: Class 12 contains 6077 members 
Mstep: Class 13 contains 15456 members 
Mstep: Class 14 contains 10767 members 
Mstep: Class 15 contains 7788 members 
Mstep: Class 16 contains 25699 members 
Mstep: Class 17 contains 2938 members 
Mstep: Class 18 contains 154160 members 
Mstep: Class 19 contains 139011 members 
Mstep: Class 20 contains 27180 members 
Mstep: Class 21 contains 1652 members 
Mstep: Class 22 contains 34044 members 
Mstep: Class 23 contains 16349 members 
Mstep: Class 24 contains 46956 members 
Mstep: Class 25 contains 131495 members 
Mstep: Class 26 contains 45719 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142937072.000000 Penalty: 96296.875000
Iteration 80F: 29 clusters Score -1.429371e+08 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59705 members 
Mstep: Class 2 contains 6134 members 
Mstep: Class 3 contains 24137 members 
Mstep: Class 4 contains 14048 members 
Mstep: Class 5 contains 53576 members 
Mstep: Class 6 contains 4160 members 
Mstep: Class 7 contains 15656 members 
Mstep: Class 8 contains 190526 members 
Mstep: Class 9 contains 5119 members 
Mstep: Class 10 contains 7676 members 
Mstep: Class 11 contains 6400 members 
Mstep: Class 12 contains 6074 members 
Mstep: Class 13 contains 15365 members 
Mstep: Class 14 contains 10726 members 
Mstep: Class 15 contains 7808 members 
Mstep: Class 16 contains 25650 members 
Mstep: Class 17 contains 2950 members 
Mstep: Class 18 contains 153938 members 
Mstep: Class 19 contains 139124 members 
Mstep: Class 20 contains 27274 members 
Mstep: Class 21 contains 1638 members 
Mstep: Class 22 contains 34122 members 
Mstep: Class 23 contains 16371 members 
Mstep: Class 24 contains 46989 members 
Mstep: Class 25 contains 131547 members 
Mstep: Class 26 contains 45747 members 
Mstep: Class 27 contains 625 members 
Mstep: Class 28 contains 417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142937344.000000 Penalty: 96296.875000
Iteration 81Q: 29 clusters Score -1.429373e+08 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59544 members 
Mstep: Class 2 contains 6133 members 
Mstep: Class 3 contains 24066 members 
Mstep: Class 4 contains 14049 members 
Mstep: Class 5 contains 53457 members 
Mstep: Class 6 contains 4140 members 
Mstep: Class 7 contains 15661 members 
Mstep: Class 8 contains 190735 members 
Mstep: Class 9 contains 5126 members 
Mstep: Class 10 contains 7689 members 
Mstep: Class 11 contains 6437 members 
Mstep: Class 12 contains 6075 members 
Mstep: Class 13 contains 15275 members 
Mstep: Class 14 contains 10702 members 
Mstep: Class 15 contains 7825 members 
Mstep: Class 16 contains 25597 members 
Mstep: Class 17 contains 2954 members 
Mstep: Class 18 contains 153631 members 
Mstep: Class 19 contains 139279 members 
Mstep: Class 20 contains 27364 members 
Mstep: Class 21 contains 1630 members 
Mstep: Class 22 contains 34208 members 
Mstep: Class 23 contains 16412 members 
Mstep: Class 24 contains 47037 members 
Mstep: Class 25 contains 131614 members 
Mstep: Class 26 contains 45797 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142937488.000000 Penalty: 96296.875000
Iteration 82Q: 29 clusters Score -1.429375e+08 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59421 members 
Mstep: Class 2 contains 6134 members 
Mstep: Class 3 contains 23973 members 
Mstep: Class 4 contains 14052 members 
Mstep: Class 5 contains 53328 members 
Mstep: Class 6 contains 4128 members 
Mstep: Class 7 contains 15659 members 
Mstep: Class 8 contains 190965 members 
Mstep: Class 9 contains 5140 members 
Mstep: Class 10 contains 7699 members 
Mstep: Class 11 contains 6487 members 
Mstep: Class 12 contains 6076 members 
Mstep: Class 13 contains 15167 members 
Mstep: Class 14 contains 10675 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 25557 members 
Mstep: Class 17 contains 2959 members 
Mstep: Class 18 contains 153348 members 
Mstep: Class 19 contains 139410 members 
Mstep: Class 20 contains 27448 members 
Mstep: Class 21 contains 1615 members 
Mstep: Class 22 contains 34297 members 
Mstep: Class 23 contains 16455 members 
Mstep: Class 24 contains 47070 members 
Mstep: Class 25 contains 131674 members 
Mstep: Class 26 contains 45836 members 
Mstep: Class 27 contains 648 members 
Mstep: Class 28 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142937824.000000 Penalty: 96296.875000
Iteration 83Q: 29 clusters Score -1.429378e+08 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 6134 members 
Mstep: Class 3 contains 23919 members 
Mstep: Class 4 contains 14049 members 
Mstep: Class 5 contains 53234 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 15656 members 
Mstep: Class 8 contains 191160 members 
Mstep: Class 9 contains 5154 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 11 contains 6526 members 
Mstep: Class 12 contains 6076 members 
Mstep: Class 13 contains 15075 members 
Mstep: Class 14 contains 10658 members 
Mstep: Class 15 contains 7854 members 
Mstep: Class 16 contains 25522 members 
Mstep: Class 17 contains 2964 members 
Mstep: Class 18 contains 152993 members 
Mstep: Class 19 contains 139532 members 
Mstep: Class 20 contains 27531 members 
Mstep: Class 21 contains 1601 members 
Mstep: Class 22 contains 34408 members 
Mstep: Class 23 contains 16485 members 
Mstep: Class 24 contains 47095 members 
Mstep: Class 25 contains 131758 members 
Mstep: Class 26 contains 45891 members 
Mstep: Class 27 contains 653 members 
Mstep: Class 28 contains 454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142938304.000000 Penalty: 96296.875000
Iteration 84Q: 29 clusters Score -1.429383e+08 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 6134 members 
Mstep: Class 3 contains 23886 members 
Mstep: Class 4 contains 14050 members 
Mstep: Class 5 contains 53131 members 
Mstep: Class 6 contains 4112 members 
Mstep: Class 7 contains 15652 members 
Mstep: Class 8 contains 191407 members 
Mstep: Class 9 contains 5166 members 
Mstep: Class 10 contains 7728 members 
Mstep: Class 11 contains 6567 members 
Mstep: Class 12 contains 6071 members 
Mstep: Class 13 contains 14991 members 
Mstep: Class 14 contains 10620 members 
Mstep: Class 15 contains 7863 members 
Mstep: Class 16 contains 25487 members 
Mstep: Class 17 contains 2968 members 
Mstep: Class 18 contains 152567 members 
Mstep: Class 19 contains 139682 members 
Mstep: Class 20 contains 27618 members 
Mstep: Class 21 contains 1586 members 
Mstep: Class 22 contains 34525 members 
Mstep: Class 23 contains 16513 members 
Mstep: Class 24 contains 47126 members 
Mstep: Class 25 contains 131841 members 
Mstep: Class 26 contains 45918 members 
Mstep: Class 27 contains 657 members 
Mstep: Class 28 contains 468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142938656.000000 Penalty: 96296.875000
Iteration 85Q: 29 clusters Score -1.429387e+08 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59068 members 
Mstep: Class 2 contains 6134 members 
Mstep: Class 3 contains 23830 members 
Mstep: Class 4 contains 14046 members 
Mstep: Class 5 contains 53018 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 15649 members 
Mstep: Class 8 contains 191706 members 
Mstep: Class 9 contains 5176 members 
Mstep: Class 10 contains 7735 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 6073 members 
Mstep: Class 13 contains 14904 members 
Mstep: Class 14 contains 10590 members 
Mstep: Class 15 contains 7865 members 
Mstep: Class 16 contains 25445 members 
Mstep: Class 17 contains 2973 members 
Mstep: Class 18 contains 152176 members 
Mstep: Class 19 contains 139824 members 
Mstep: Class 20 contains 27710 members 
Mstep: Class 21 contains 1572 members 
Mstep: Class 22 contains 34608 members 
Mstep: Class 23 contains 16533 members 
Mstep: Class 24 contains 47140 members 
Mstep: Class 25 contains 131942 members 
Mstep: Class 26 contains 45946 members 
Mstep: Class 27 contains 658 members 
Mstep: Class 28 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142938544.000000 Penalty: 96296.875000
Iteration 86Q: 29 clusters Score -1.429385e+08 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 6134 members 
Mstep: Class 3 contains 23792 members 
Mstep: Class 4 contains 14051 members 
Mstep: Class 5 contains 52890 members 
Mstep: Class 6 contains 4112 members 
Mstep: Class 7 contains 15651 members 
Mstep: Class 8 contains 192060 members 
Mstep: Class 9 contains 5184 members 
Mstep: Class 10 contains 7743 members 
Mstep: Class 11 contains 6620 members 
Mstep: Class 12 contains 6073 members 
Mstep: Class 13 contains 14799 members 
Mstep: Class 14 contains 10541 members 
Mstep: Class 15 contains 7869 members 
Mstep: Class 16 contains 25410 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 151852 members 
Mstep: Class 19 contains 139937 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 34678 members 
Mstep: Class 23 contains 16562 members 
Mstep: Class 24 contains 47157 members 
Mstep: Class 25 contains 132003 members 
Mstep: Class 26 contains 45950 members 
Mstep: Class 27 contains 661 members 
Mstep: Class 28 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142938800.000000 Penalty: 96296.875000
Iteration 87Q: 29 clusters Score -1.429388e+08 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 6134 members 
Mstep: Class 3 contains 23748 members 
Mstep: Class 4 contains 14060 members 
Mstep: Class 5 contains 52779 members 
Mstep: Class 6 contains 4116 members 
Mstep: Class 7 contains 15649 members 
Mstep: Class 8 contains 192458 members 
Mstep: Class 9 contains 5188 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 6673 members 
Mstep: Class 12 contains 6068 members 
Mstep: Class 13 contains 14707 members 
Mstep: Class 14 contains 10483 members 
Mstep: Class 15 contains 7874 members 
Mstep: Class 16 contains 25375 members 
Mstep: Class 17 contains 2985 members 
Mstep: Class 18 contains 151442 members 
Mstep: Class 19 contains 140041 members 
Mstep: Class 20 contains 27877 members 
Mstep: Class 21 contains 1555 members 
Mstep: Class 22 contains 34750 members 
Mstep: Class 23 contains 16607 members 
Mstep: Class 24 contains 47167 members 
Mstep: Class 25 contains 132053 members 
Mstep: Class 26 contains 45958 members 
Mstep: Class 27 contains 665 members 
Mstep: Class 28 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142939200.000000 Penalty: 96296.875000
Iteration 88Q: 29 clusters Score -1.429392e+08 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58739 members 
Mstep: Class 2 contains 6133 members 
Mstep: Class 3 contains 23724 members 
Mstep: Class 4 contains 14054 members 
Mstep: Class 5 contains 52677 members 
Mstep: Class 6 contains 4116 members 
Mstep: Class 7 contains 15645 members 
Mstep: Class 8 contains 192847 members 
Mstep: Class 9 contains 5193 members 
Mstep: Class 10 contains 7739 members 
Mstep: Class 11 contains 6721 members 
Mstep: Class 12 contains 6067 members 
Mstep: Class 13 contains 14604 members 
Mstep: Class 14 contains 10438 members 
Mstep: Class 15 contains 7882 members 
Mstep: Class 16 contains 25331 members 
Mstep: Class 17 contains 2988 members 
Mstep: Class 18 contains 151052 members 
Mstep: Class 19 contains 140161 members 
Mstep: Class 20 contains 27953 members 
Mstep: Class 21 contains 1552 members 
Mstep: Class 22 contains 34807 members 
Mstep: Class 23 contains 16640 members 
Mstep: Class 24 contains 47169 members 
Mstep: Class 25 contains 132110 members 
Mstep: Class 26 contains 45990 members 
Mstep: Class 27 contains 667 members 
Mstep: Class 28 contains 503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142939488.000000 Penalty: 96296.875000
Iteration 89Q: 29 clusters Score -1.429395e+08 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58607 members 
Mstep: Class 2 contains 6132 members 
Mstep: Class 3 contains 23680 members 
Mstep: Class 4 contains 14048 members 
Mstep: Class 5 contains 52561 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 15642 members 
Mstep: Class 8 contains 193225 members 
Mstep: Class 9 contains 5199 members 
Mstep: Class 10 contains 7743 members 
Mstep: Class 11 contains 6766 members 
Mstep: Class 12 contains 6063 members 
Mstep: Class 13 contains 14506 members 
Mstep: Class 14 contains 10396 members 
Mstep: Class 15 contains 7890 members 
Mstep: Class 16 contains 25300 members 
Mstep: Class 17 contains 2990 members 
Mstep: Class 18 contains 150711 members 
Mstep: Class 19 contains 140274 members 
Mstep: Class 20 contains 28033 members 
Mstep: Class 21 contains 1549 members 
Mstep: Class 22 contains 34876 members 
Mstep: Class 23 contains 16683 members 
Mstep: Class 24 contains 47172 members 
Mstep: Class 25 contains 132154 members 
Mstep: Class 26 contains 46007 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142939792.000000 Penalty: 96296.875000
Iteration 90Q: 29 clusters Score -1.429398e+08 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58483 members 
Mstep: Class 2 contains 6132 members 
Mstep: Class 3 contains 23661 members 
Mstep: Class 4 contains 14045 members 
Mstep: Class 5 contains 52442 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 15635 members 
Mstep: Class 8 contains 193555 members 
Mstep: Class 9 contains 5208 members 
Mstep: Class 10 contains 7747 members 
Mstep: Class 11 contains 6801 members 
Mstep: Class 12 contains 6061 members 
Mstep: Class 13 contains 14415 members 
Mstep: Class 14 contains 10364 members 
Mstep: Class 15 contains 7898 members 
Mstep: Class 16 contains 25275 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 150341 members 
Mstep: Class 19 contains 140436 members 
Mstep: Class 20 contains 28083 members 
Mstep: Class 21 contains 1549 members 
Mstep: Class 22 contains 34931 members 
Mstep: Class 23 contains 16726 members 
Mstep: Class 24 contains 47163 members 
Mstep: Class 25 contains 132227 members 
Mstep: Class 26 contains 46037 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142939760.000000 Penalty: 96296.875000
Iteration 91Q: 29 clusters Score -1.429398e+08 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58375 members 
Mstep: Class 2 contains 6129 members 
Mstep: Class 3 contains 23638 members 
Mstep: Class 4 contains 14043 members 
Mstep: Class 5 contains 52338 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 15631 members 
Mstep: Class 8 contains 193902 members 
Mstep: Class 9 contains 5210 members 
Mstep: Class 10 contains 7749 members 
Mstep: Class 11 contains 6836 members 
Mstep: Class 12 contains 6064 members 
Mstep: Class 13 contains 14310 members 
Mstep: Class 14 contains 10328 members 
Mstep: Class 15 contains 7907 members 
Mstep: Class 16 contains 25250 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 149974 members 
Mstep: Class 19 contains 140592 members 
Mstep: Class 20 contains 28149 members 
Mstep: Class 21 contains 1549 members 
Mstep: Class 22 contains 34986 members 
Mstep: Class 23 contains 16777 members 
Mstep: Class 24 contains 47131 members 
Mstep: Class 25 contains 132284 members 
Mstep: Class 26 contains 46057 members 
Mstep: Class 27 contains 672 members 
Mstep: Class 28 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142939696.000000 Penalty: 96296.875000
Iteration 92Q: 29 clusters Score -1.429397e+08 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58293 members 
Mstep: Class 2 contains 6129 members 
Mstep: Class 3 contains 23626 members 
Mstep: Class 4 contains 14048 members 
Mstep: Class 5 contains 52244 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 15628 members 
Mstep: Class 8 contains 194254 members 
Mstep: Class 9 contains 5217 members 
Mstep: Class 10 contains 7753 members 
Mstep: Class 11 contains 6870 members 
Mstep: Class 12 contains 6064 members 
Mstep: Class 13 contains 14231 members 
Mstep: Class 14 contains 10278 members 
Mstep: Class 15 contains 7916 members 
Mstep: Class 16 contains 25220 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 149622 members 
Mstep: Class 19 contains 140718 members 
Mstep: Class 20 contains 28205 members 
Mstep: Class 21 contains 1550 members 
Mstep: Class 22 contains 35026 members 
Mstep: Class 23 contains 16821 members 
Mstep: Class 24 contains 47126 members 
Mstep: Class 25 contains 132319 members 
Mstep: Class 26 contains 46050 members 
Mstep: Class 27 contains 673 members 
Mstep: Class 28 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940368.000000 Penalty: 96296.875000
Iteration 93Q: 29 clusters Score -1.429404e+08 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58222 members 
Mstep: Class 2 contains 6131 members 
Mstep: Class 3 contains 23618 members 
Mstep: Class 4 contains 14048 members 
Mstep: Class 5 contains 52143 members 
Mstep: Class 6 contains 4130 members 
Mstep: Class 7 contains 15628 members 
Mstep: Class 8 contains 194600 members 
Mstep: Class 9 contains 5228 members 
Mstep: Class 10 contains 7750 members 
Mstep: Class 11 contains 6888 members 
Mstep: Class 12 contains 6063 members 
Mstep: Class 13 contains 14146 members 
Mstep: Class 14 contains 10240 members 
Mstep: Class 15 contains 7933 members 
Mstep: Class 16 contains 25196 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 149281 members 
Mstep: Class 19 contains 140835 members 
Mstep: Class 20 contains 28262 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 35052 members 
Mstep: Class 23 contains 16882 members 
Mstep: Class 24 contains 47110 members 
Mstep: Class 25 contains 132339 members 
Mstep: Class 26 contains 46054 members 
Mstep: Class 27 contains 673 members 
Mstep: Class 28 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940416.000000 Penalty: 96296.875000
Iteration 94Q: 29 clusters Score -1.429404e+08 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 6131 members 
Mstep: Class 3 contains 23601 members 
Mstep: Class 4 contains 14043 members 
Mstep: Class 5 contains 52031 members 
Mstep: Class 6 contains 4141 members 
Mstep: Class 7 contains 15624 members 
Mstep: Class 8 contains 194921 members 
Mstep: Class 9 contains 5235 members 
Mstep: Class 10 contains 7747 members 
Mstep: Class 11 contains 6911 members 
Mstep: Class 12 contains 6062 members 
Mstep: Class 13 contains 14089 members 
Mstep: Class 14 contains 10211 members 
Mstep: Class 15 contains 7950 members 
Mstep: Class 16 contains 25172 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 148971 members 
Mstep: Class 19 contains 140949 members 
Mstep: Class 20 contains 28316 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 35082 members 
Mstep: Class 23 contains 16933 members 
Mstep: Class 24 contains 47096 members 
Mstep: Class 25 contains 132379 members 
Mstep: Class 26 contains 46067 members 
Mstep: Class 27 contains 673 members 
Mstep: Class 28 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940512.000000 Penalty: 96296.875000
Iteration 95Q: 29 clusters Score -1.429405e+08 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58014 members 
Mstep: Class 2 contains 6130 members 
Mstep: Class 3 contains 23596 members 
Mstep: Class 4 contains 14040 members 
Mstep: Class 5 contains 51921 members 
Mstep: Class 6 contains 4144 members 
Mstep: Class 7 contains 15623 members 
Mstep: Class 8 contains 195213 members 
Mstep: Class 9 contains 5247 members 
Mstep: Class 10 contains 7744 members 
Mstep: Class 11 contains 6939 members 
Mstep: Class 12 contains 6063 members 
Mstep: Class 13 contains 14034 members 
Mstep: Class 14 contains 10178 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 25153 members 
Mstep: Class 17 contains 2993 members 
Mstep: Class 18 contains 148652 members 
Mstep: Class 19 contains 141064 members 
Mstep: Class 20 contains 28380 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 35113 members 
Mstep: Class 23 contains 16985 members 
Mstep: Class 24 contains 47092 members 
Mstep: Class 25 contains 132407 members 
Mstep: Class 26 contains 46085 members 
Mstep: Class 27 contains 674 members 
Mstep: Class 28 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940576.000000 Penalty: 96296.875000
Iteration 96Q: 29 clusters Score -1.429406e+08 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57938 members 
Mstep: Class 2 contains 6126 members 
Mstep: Class 3 contains 23605 members 
Mstep: Class 4 contains 14039 members 
Mstep: Class 5 contains 51809 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15621 members 
Mstep: Class 8 contains 195496 members 
Mstep: Class 9 contains 5257 members 
Mstep: Class 10 contains 7742 members 
Mstep: Class 11 contains 6962 members 
Mstep: Class 12 contains 6059 members 
Mstep: Class 13 contains 13975 members 
Mstep: Class 14 contains 10151 members 
Mstep: Class 15 contains 7973 members 
Mstep: Class 16 contains 25133 members 
Mstep: Class 17 contains 2995 members 
Mstep: Class 18 contains 148302 members 
Mstep: Class 19 contains 141181 members 
Mstep: Class 20 contains 28445 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 35138 members 
Mstep: Class 23 contains 17036 members 
Mstep: Class 24 contains 47087 members 
Mstep: Class 25 contains 132453 members 
Mstep: Class 26 contains 46101 members 
Mstep: Class 27 contains 674 members 
Mstep: Class 28 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940720.000000 Penalty: 96296.875000
Iteration 97Q: 29 clusters Score -1.429407e+08 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 6121 members 
Mstep: Class 3 contains 23601 members 
Mstep: Class 4 contains 14041 members 
Mstep: Class 5 contains 51692 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15618 members 
Mstep: Class 8 contains 195829 members 
Mstep: Class 9 contains 5264 members 
Mstep: Class 10 contains 7742 members 
Mstep: Class 11 contains 6986 members 
Mstep: Class 12 contains 6057 members 
Mstep: Class 13 contains 13921 members 
Mstep: Class 14 contains 10122 members 
Mstep: Class 15 contains 7982 members 
Mstep: Class 16 contains 25124 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 147924 members 
Mstep: Class 19 contains 141311 members 
Mstep: Class 20 contains 28522 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 35161 members 
Mstep: Class 23 contains 17104 members 
Mstep: Class 24 contains 47071 members 
Mstep: Class 25 contains 132460 members 
Mstep: Class 26 contains 46120 members 
Mstep: Class 27 contains 675 members 
Mstep: Class 28 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142940848.000000 Penalty: 96296.875000
Iteration 98Q: 29 clusters Score -1.429408e+08 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 6119 members 
Mstep: Class 3 contains 23594 members 
Mstep: Class 4 contains 14046 members 
Mstep: Class 5 contains 51581 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15615 members 
Mstep: Class 8 contains 196138 members 
Mstep: Class 9 contains 5273 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 7006 members 
Mstep: Class 12 contains 6049 members 
Mstep: Class 13 contains 13849 members 
Mstep: Class 14 contains 10098 members 
Mstep: Class 15 contains 7983 members 
Mstep: Class 16 contains 25113 members 
Mstep: Class 17 contains 2997 members 
Mstep: Class 18 contains 147613 members 
Mstep: Class 19 contains 141416 members 
Mstep: Class 20 contains 28584 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 35179 members 
Mstep: Class 23 contains 17164 members 
Mstep: Class 24 contains 47057 members 
Mstep: Class 25 contains 132506 members 
Mstep: Class 26 contains 46139 members 
Mstep: Class 27 contains 677 members 
Mstep: Class 28 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941024.000000 Penalty: 96296.875000
Iteration 99Q: 29 clusters Score -1.42941e+08 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57673 members 
Mstep: Class 2 contains 6118 members 
Mstep: Class 3 contains 23583 members 
Mstep: Class 4 contains 14054 members 
Mstep: Class 5 contains 51491 members 
Mstep: Class 6 contains 4150 members 
Mstep: Class 7 contains 15614 members 
Mstep: Class 8 contains 196456 members 
Mstep: Class 9 contains 5274 members 
Mstep: Class 10 contains 7739 members 
Mstep: Class 11 contains 7030 members 
Mstep: Class 12 contains 6047 members 
Mstep: Class 13 contains 13776 members 
Mstep: Class 14 contains 10075 members 
Mstep: Class 15 contains 7983 members 
Mstep: Class 16 contains 25100 members 
Mstep: Class 17 contains 2998 members 
Mstep: Class 18 contains 147242 members 
Mstep: Class 19 contains 141554 members 
Mstep: Class 20 contains 28647 members 
Mstep: Class 21 contains 1552 members 
Mstep: Class 22 contains 35193 members 
Mstep: Class 23 contains 17221 members 
Mstep: Class 24 contains 47055 members 
Mstep: Class 25 contains 132517 members 
Mstep: Class 26 contains 46174 members 
Mstep: Class 27 contains 679 members 
Mstep: Class 28 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941200.000000 Penalty: 96296.875000
Iteration 100F: 29 clusters Score -1.429412e+08 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 6118 members 
Mstep: Class 3 contains 23570 members 
Mstep: Class 4 contains 14060 members 
Mstep: Class 5 contains 51410 members 
Mstep: Class 6 contains 4151 members 
Mstep: Class 7 contains 15610 members 
Mstep: Class 8 contains 196744 members 
Mstep: Class 9 contains 5277 members 
Mstep: Class 10 contains 7745 members 
Mstep: Class 11 contains 7052 members 
Mstep: Class 12 contains 6044 members 
Mstep: Class 13 contains 13691 members 
Mstep: Class 14 contains 10047 members 
Mstep: Class 15 contains 7990 members 
Mstep: Class 16 contains 25089 members 
Mstep: Class 17 contains 2999 members 
Mstep: Class 18 contains 146937 members 
Mstep: Class 19 contains 141689 members 
Mstep: Class 20 contains 28714 members 
Mstep: Class 21 contains 1507 members 
Mstep: Class 22 contains 35223 members 
Mstep: Class 23 contains 17284 members 
Mstep: Class 24 contains 47019 members 
Mstep: Class 25 contains 132554 members 
Mstep: Class 26 contains 46197 members 
Mstep: Class 27 contains 681 members 
Mstep: Class 28 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941120.000000 Penalty: 96296.875000
Iteration 101Q: 29 clusters Score -1.429411e+08 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57449 members 
Mstep: Class 2 contains 6118 members 
Mstep: Class 3 contains 23562 members 
Mstep: Class 4 contains 14060 members 
Mstep: Class 5 contains 51330 members 
Mstep: Class 6 contains 4151 members 
Mstep: Class 7 contains 15608 members 
Mstep: Class 8 contains 196963 members 
Mstep: Class 9 contains 5280 members 
Mstep: Class 10 contains 7746 members 
Mstep: Class 11 contains 7082 members 
Mstep: Class 12 contains 6034 members 
Mstep: Class 13 contains 13611 members 
Mstep: Class 14 contains 10029 members 
Mstep: Class 15 contains 7996 members 
Mstep: Class 16 contains 25071 members 
Mstep: Class 17 contains 3001 members 
Mstep: Class 18 contains 146582 members 
Mstep: Class 19 contains 141877 members 
Mstep: Class 20 contains 28781 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 22 contains 35241 members 
Mstep: Class 23 contains 17326 members 
Mstep: Class 24 contains 47011 members 
Mstep: Class 25 contains 132627 members 
Mstep: Class 26 contains 46219 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941472.000000 Penalty: 96296.875000
Iteration 102Q: 29 clusters Score -1.429415e+08 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 6118 members 
Mstep: Class 3 contains 23526 members 
Mstep: Class 4 contains 14066 members 
Mstep: Class 5 contains 51249 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 15605 members 
Mstep: Class 8 contains 197181 members 
Mstep: Class 9 contains 5280 members 
Mstep: Class 10 contains 7746 members 
Mstep: Class 11 contains 7100 members 
Mstep: Class 12 contains 6027 members 
Mstep: Class 13 contains 13523 members 
Mstep: Class 14 contains 10001 members 
Mstep: Class 15 contains 8006 members 
Mstep: Class 16 contains 25054 members 
Mstep: Class 17 contains 3001 members 
Mstep: Class 18 contains 146260 members 
Mstep: Class 19 contains 142064 members 
Mstep: Class 20 contains 28843 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 35279 members 
Mstep: Class 23 contains 17362 members 
Mstep: Class 24 contains 47005 members 
Mstep: Class 25 contains 132721 members 
Mstep: Class 26 contains 46231 members 
Mstep: Class 27 contains 701 members 
Mstep: Class 28 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142941744.000000 Penalty: 96296.875000
Iteration 103Q: 29 clusters Score -1.429417e+08 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57242 members 
Mstep: Class 2 contains 6119 members 
Mstep: Class 3 contains 23522 members 
Mstep: Class 4 contains 14078 members 
Mstep: Class 5 contains 51177 members 
Mstep: Class 6 contains 4153 members 
Mstep: Class 7 contains 15597 members 
Mstep: Class 8 contains 197341 members 
Mstep: Class 9 contains 5286 members 
Mstep: Class 10 contains 7743 members 
Mstep: Class 11 contains 7109 members 
Mstep: Class 12 contains 6022 members 
Mstep: Class 13 contains 13446 members 
Mstep: Class 14 contains 9971 members 
Mstep: Class 15 contains 8016 members 
Mstep: Class 16 contains 25047 members 
Mstep: Class 17 contains 3001 members 
Mstep: Class 18 contains 145898 members 
Mstep: Class 19 contains 142262 members 
Mstep: Class 20 contains 28904 members 
Mstep: Class 21 contains 1453 members 
Mstep: Class 22 contains 35317 members 
Mstep: Class 23 contains 17400 members 
Mstep: Class 24 contains 46988 members 
Mstep: Class 25 contains 132832 members 
Mstep: Class 26 contains 46251 members 
Mstep: Class 27 contains 720 members 
Mstep: Class 28 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942000.000000 Penalty: 96296.875000
Iteration 104Q: 29 clusters Score -1.42942e+08 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57160 members 
Mstep: Class 2 contains 6116 members 
Mstep: Class 3 contains 23527 members 
Mstep: Class 4 contains 14081 members 
Mstep: Class 5 contains 51105 members 
Mstep: Class 6 contains 4150 members 
Mstep: Class 7 contains 15594 members 
Mstep: Class 8 contains 197472 members 
Mstep: Class 9 contains 5289 members 
Mstep: Class 10 contains 7748 members 
Mstep: Class 11 contains 7112 members 
Mstep: Class 12 contains 6008 members 
Mstep: Class 13 contains 13385 members 
Mstep: Class 14 contains 9965 members 
Mstep: Class 15 contains 8032 members 
Mstep: Class 16 contains 25030 members 
Mstep: Class 17 contains 3001 members 
Mstep: Class 18 contains 145541 members 
Mstep: Class 19 contains 142480 members 
Mstep: Class 20 contains 28963 members 
Mstep: Class 21 contains 1450 members 
Mstep: Class 22 contains 35362 members 
Mstep: Class 23 contains 17431 members 
Mstep: Class 24 contains 46976 members 
Mstep: Class 25 contains 132908 members 
Mstep: Class 26 contains 46264 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942272.000000 Penalty: 96296.875000
Iteration 105Q: 29 clusters Score -1.429423e+08 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57059 members 
Mstep: Class 2 contains 6115 members 
Mstep: Class 3 contains 23517 members 
Mstep: Class 4 contains 14074 members 
Mstep: Class 5 contains 51030 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15590 members 
Mstep: Class 8 contains 197589 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 7747 members 
Mstep: Class 11 contains 7114 members 
Mstep: Class 12 contains 6005 members 
Mstep: Class 13 contains 13336 members 
Mstep: Class 14 contains 9961 members 
Mstep: Class 15 contains 8057 members 
Mstep: Class 16 contains 25015 members 
Mstep: Class 17 contains 3002 members 
Mstep: Class 18 contains 145219 members 
Mstep: Class 19 contains 142740 members 
Mstep: Class 20 contains 29011 members 
Mstep: Class 21 contains 1450 members 
Mstep: Class 22 contains 35413 members 
Mstep: Class 23 contains 17463 members 
Mstep: Class 24 contains 46956 members 
Mstep: Class 25 contains 132965 members 
Mstep: Class 26 contains 46268 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942384.000000 Penalty: 96296.875000
Iteration 106Q: 29 clusters Score -1.429424e+08 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56970 members 
Mstep: Class 2 contains 6115 members 
Mstep: Class 3 contains 23508 members 
Mstep: Class 4 contains 14079 members 
Mstep: Class 5 contains 50978 members 
Mstep: Class 6 contains 4152 members 
Mstep: Class 7 contains 15589 members 
Mstep: Class 8 contains 197685 members 
Mstep: Class 9 contains 5303 members 
Mstep: Class 10 contains 7739 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 5995 members 
Mstep: Class 13 contains 13291 members 
Mstep: Class 14 contains 9940 members 
Mstep: Class 15 contains 8087 members 
Mstep: Class 16 contains 25003 members 
Mstep: Class 17 contains 3003 members 
Mstep: Class 18 contains 144927 members 
Mstep: Class 19 contains 142961 members 
Mstep: Class 20 contains 29075 members 
Mstep: Class 21 contains 1449 members 
Mstep: Class 22 contains 35440 members 
Mstep: Class 23 contains 17492 members 
Mstep: Class 24 contains 46948 members 
Mstep: Class 25 contains 133016 members 
Mstep: Class 26 contains 46271 members 
Mstep: Class 27 contains 750 members 
Mstep: Class 28 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942480.000000 Penalty: 96296.875000
Iteration 107Q: 29 clusters Score -1.429425e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56891 members 
Mstep: Class 2 contains 6114 members 
Mstep: Class 3 contains 23492 members 
Mstep: Class 4 contains 14080 members 
Mstep: Class 5 contains 50917 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 15592 members 
Mstep: Class 8 contains 197798 members 
Mstep: Class 9 contains 5314 members 
Mstep: Class 10 contains 7733 members 
Mstep: Class 11 contains 7131 members 
Mstep: Class 12 contains 5985 members 
Mstep: Class 13 contains 13245 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 8118 members 
Mstep: Class 16 contains 24992 members 
Mstep: Class 17 contains 3003 members 
Mstep: Class 18 contains 144669 members 
Mstep: Class 19 contains 143148 members 
Mstep: Class 20 contains 29134 members 
Mstep: Class 21 contains 1446 members 
Mstep: Class 22 contains 35471 members 
Mstep: Class 23 contains 17518 members 
Mstep: Class 24 contains 46939 members 
Mstep: Class 25 contains 133051 members 
Mstep: Class 26 contains 46273 members 
Mstep: Class 27 contains 751 members 
Mstep: Class 28 contains 619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942864.000000 Penalty: 96296.875000
Iteration 108Q: 29 clusters Score -1.429429e+08 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 6113 members 
Mstep: Class 3 contains 23481 members 
Mstep: Class 4 contains 14090 members 
Mstep: Class 5 contains 50864 members 
Mstep: Class 6 contains 4161 members 
Mstep: Class 7 contains 15591 members 
Mstep: Class 8 contains 197894 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 7734 members 
Mstep: Class 11 contains 7140 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 13189 members 
Mstep: Class 14 contains 9905 members 
Mstep: Class 15 contains 8152 members 
Mstep: Class 16 contains 24976 members 
Mstep: Class 17 contains 3004 members 
Mstep: Class 18 contains 144440 members 
Mstep: Class 19 contains 143281 members 
Mstep: Class 20 contains 29191 members 
Mstep: Class 21 contains 1444 members 
Mstep: Class 22 contains 35515 members 
Mstep: Class 23 contains 17539 members 
Mstep: Class 24 contains 46951 members 
Mstep: Class 25 contains 133078 members 
Mstep: Class 26 contains 46248 members 
Mstep: Class 27 contains 751 members 
Mstep: Class 28 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943344.000000 Penalty: 96296.875000
Iteration 109Q: 29 clusters Score -1.429433e+08 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56814 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23489 members 
Mstep: Class 4 contains 14093 members 
Mstep: Class 5 contains 50807 members 
Mstep: Class 6 contains 4158 members 
Mstep: Class 7 contains 15589 members 
Mstep: Class 8 contains 197979 members 
Mstep: Class 9 contains 5325 members 
Mstep: Class 10 contains 7726 members 
Mstep: Class 11 contains 7148 members 
Mstep: Class 12 contains 5988 members 
Mstep: Class 13 contains 13139 members 
Mstep: Class 14 contains 9904 members 
Mstep: Class 15 contains 8169 members 
Mstep: Class 16 contains 24957 members 
Mstep: Class 17 contains 3004 members 
Mstep: Class 18 contains 144224 members 
Mstep: Class 19 contains 143448 members 
Mstep: Class 20 contains 29234 members 
Mstep: Class 21 contains 1441 members 
Mstep: Class 22 contains 35544 members 
Mstep: Class 23 contains 17563 members 
Mstep: Class 24 contains 46939 members 
Mstep: Class 25 contains 133101 members 
Mstep: Class 26 contains 46232 members 
Mstep: Class 27 contains 751 members 
Mstep: Class 28 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943232.000000 Penalty: 96296.875000
Iteration 110Q: 29 clusters Score -1.429432e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56772 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23493 members 
Mstep: Class 4 contains 14102 members 
Mstep: Class 5 contains 50756 members 
Mstep: Class 6 contains 4151 members 
Mstep: Class 7 contains 15587 members 
Mstep: Class 8 contains 198085 members 
Mstep: Class 9 contains 5326 members 
Mstep: Class 10 contains 7716 members 
Mstep: Class 11 contains 7173 members 
Mstep: Class 12 contains 5984 members 
Mstep: Class 13 contains 13080 members 
Mstep: Class 14 contains 9899 members 
Mstep: Class 15 contains 8184 members 
Mstep: Class 16 contains 24942 members 
Mstep: Class 17 contains 3005 members 
Mstep: Class 18 contains 143977 members 
Mstep: Class 19 contains 143618 members 
Mstep: Class 20 contains 29280 members 
Mstep: Class 21 contains 1438 members 
Mstep: Class 22 contains 35567 members 
Mstep: Class 23 contains 17579 members 
Mstep: Class 24 contains 46923 members 
Mstep: Class 25 contains 133153 members 
Mstep: Class 26 contains 46222 members 
Mstep: Class 27 contains 751 members 
Mstep: Class 28 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943312.000000 Penalty: 96296.875000
Iteration 111Q: 29 clusters Score -1.429433e+08 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 6113 members 
Mstep: Class 3 contains 23492 members 
Mstep: Class 4 contains 14108 members 
Mstep: Class 5 contains 50706 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 15589 members 
Mstep: Class 8 contains 198179 members 
Mstep: Class 9 contains 5328 members 
Mstep: Class 10 contains 7711 members 
Mstep: Class 11 contains 7190 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 13033 members 
Mstep: Class 14 contains 9890 members 
Mstep: Class 15 contains 8194 members 
Mstep: Class 16 contains 24935 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 143739 members 
Mstep: Class 19 contains 143793 members 
Mstep: Class 20 contains 29321 members 
Mstep: Class 21 contains 1438 members 
Mstep: Class 22 contains 35591 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 46919 members 
Mstep: Class 25 contains 133181 members 
Mstep: Class 26 contains 46201 members 
Mstep: Class 27 contains 751 members 
Mstep: Class 28 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943312.000000 Penalty: 96296.875000
Iteration 112Q: 29 clusters Score -1.429433e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56686 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23498 members 
Mstep: Class 4 contains 14115 members 
Mstep: Class 5 contains 50663 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 15591 members 
Mstep: Class 8 contains 198308 members 
Mstep: Class 9 contains 5327 members 
Mstep: Class 10 contains 7704 members 
Mstep: Class 11 contains 7199 members 
Mstep: Class 12 contains 5979 members 
Mstep: Class 13 contains 12972 members 
Mstep: Class 14 contains 9881 members 
Mstep: Class 15 contains 8207 members 
Mstep: Class 16 contains 24924 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 18 contains 143505 members 
Mstep: Class 19 contains 143997 members 
Mstep: Class 20 contains 29355 members 
Mstep: Class 21 contains 1438 members 
Mstep: Class 22 contains 35622 members 
Mstep: Class 23 contains 17592 members 
Mstep: Class 24 contains 46914 members 
Mstep: Class 25 contains 133183 members 
Mstep: Class 26 contains 46185 members 
Mstep: Class 27 contains 751 members 
Mstep: Class 28 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943408.000000 Penalty: 96296.875000
Iteration 113Q: 29 clusters Score -1.429434e+08 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56623 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 23492 members 
Mstep: Class 4 contains 14119 members 
Mstep: Class 5 contains 50612 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 15591 members 
Mstep: Class 8 contains 198461 members 
Mstep: Class 9 contains 5330 members 
Mstep: Class 10 contains 7699 members 
Mstep: Class 11 contains 7212 members 
Mstep: Class 12 contains 5976 members 
Mstep: Class 13 contains 12917 members 
Mstep: Class 14 contains 9879 members 
Mstep: Class 15 contains 8216 members 
Mstep: Class 16 contains 24914 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 143281 members 
Mstep: Class 19 contains 144178 members 
Mstep: Class 20 contains 29395 members 
Mstep: Class 21 contains 1438 members 
Mstep: Class 22 contains 35631 members 
Mstep: Class 23 contains 17593 members 
Mstep: Class 24 contains 46918 members 
Mstep: Class 25 contains 133188 members 
Mstep: Class 26 contains 46184 members 
Mstep: Class 27 contains 751 members 
Mstep: Class 28 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943168.000000 Penalty: 96296.875000
Iteration 114Q: 29 clusters Score -1.429432e+08 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56581 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23498 members 
Mstep: Class 4 contains 14123 members 
Mstep: Class 5 contains 50571 members 
Mstep: Class 6 contains 4151 members 
Mstep: Class 7 contains 15587 members 
Mstep: Class 8 contains 198619 members 
Mstep: Class 9 contains 5330 members 
Mstep: Class 10 contains 7692 members 
Mstep: Class 11 contains 7221 members 
Mstep: Class 12 contains 5976 members 
Mstep: Class 13 contains 12855 members 
Mstep: Class 14 contains 9875 members 
Mstep: Class 15 contains 8228 members 
Mstep: Class 16 contains 24912 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 18 contains 143021 members 
Mstep: Class 19 contains 144333 members 
Mstep: Class 20 contains 29423 members 
Mstep: Class 21 contains 1438 members 
Mstep: Class 22 contains 35654 members 
Mstep: Class 23 contains 17593 members 
Mstep: Class 24 contains 46915 members 
Mstep: Class 25 contains 133212 members 
Mstep: Class 26 contains 46193 members 
Mstep: Class 27 contains 751 members 
Mstep: Class 28 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943040.000000 Penalty: 96296.875000
Iteration 115Q: 29 clusters Score -1.42943e+08 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23490 members 
Mstep: Class 4 contains 14130 members 
Mstep: Class 5 contains 50535 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 15584 members 
Mstep: Class 8 contains 198782 members 
Mstep: Class 9 contains 5330 members 
Mstep: Class 10 contains 7685 members 
Mstep: Class 11 contains 7233 members 
Mstep: Class 12 contains 5976 members 
Mstep: Class 13 contains 12790 members 
Mstep: Class 14 contains 9870 members 
Mstep: Class 15 contains 8241 members 
Mstep: Class 16 contains 24908 members 
Mstep: Class 17 contains 3010 members 
Mstep: Class 18 contains 142729 members 
Mstep: Class 19 contains 144502 members 
Mstep: Class 20 contains 29459 members 
Mstep: Class 21 contains 1438 members 
Mstep: Class 22 contains 35674 members 
Mstep: Class 23 contains 17605 members 
Mstep: Class 24 contains 46912 members 
Mstep: Class 25 contains 133229 members 
Mstep: Class 26 contains 46204 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943104.000000 Penalty: 96296.875000
Iteration 116Q: 29 clusters Score -1.429431e+08 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 23490 members 
Mstep: Class 4 contains 14134 members 
Mstep: Class 5 contains 50493 members 
Mstep: Class 6 contains 4157 members 
Mstep: Class 7 contains 15583 members 
Mstep: Class 8 contains 198898 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7679 members 
Mstep: Class 11 contains 7245 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 12735 members 
Mstep: Class 14 contains 9860 members 
Mstep: Class 15 contains 8252 members 
Mstep: Class 16 contains 24900 members 
Mstep: Class 17 contains 3010 members 
Mstep: Class 18 contains 142418 members 
Mstep: Class 19 contains 144732 members 
Mstep: Class 20 contains 29491 members 
Mstep: Class 21 contains 1438 members 
Mstep: Class 22 contains 35687 members 
Mstep: Class 23 contains 17615 members 
Mstep: Class 24 contains 46909 members 
Mstep: Class 25 contains 133259 members 
Mstep: Class 26 contains 46213 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943104.000000 Penalty: 96296.875000
Iteration 117Q: 29 clusters Score -1.429431e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 23478 members 
Mstep: Class 4 contains 14138 members 
Mstep: Class 5 contains 50462 members 
Mstep: Class 6 contains 4157 members 
Mstep: Class 7 contains 15580 members 
Mstep: Class 8 contains 199015 members 
Mstep: Class 9 contains 5334 members 
Mstep: Class 10 contains 7675 members 
Mstep: Class 11 contains 7255 members 
Mstep: Class 12 contains 5977 members 
Mstep: Class 13 contains 12669 members 
Mstep: Class 14 contains 9849 members 
Mstep: Class 15 contains 8261 members 
Mstep: Class 16 contains 24895 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 142130 members 
Mstep: Class 19 contains 144950 members 
Mstep: Class 20 contains 29525 members 
Mstep: Class 21 contains 1438 members 
Mstep: Class 22 contains 35701 members 
Mstep: Class 23 contains 17628 members 
Mstep: Class 24 contains 46906 members 
Mstep: Class 25 contains 133300 members 
Mstep: Class 26 contains 46210 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943120.000000 Penalty: 96296.875000
Iteration 118Q: 29 clusters Score -1.429431e+08 nChanged 1229
Entering ConstructFrom: 
Score: -142943120.000000 Penalty: 96296.875000
Entering ConstructFrom: 
Trying to split cluster 1 (56423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Entering Unmasked Estep 
Score: -7920256.500000 Penalty: 2713.276611
	Iteration 0F: 2 clusters Score -7920256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -7882210.500000 Penalty: 5426.553223
	Iteration 0F: 3 clusters Score -7882210 nChanged 26242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -7897256.500000 Penalty: 5426.553223
	Iteration 1F: 3 clusters Score -7897256 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -7898315.500000 Penalty: 5426.553223
	Iteration 2Q: 3 clusters Score -7898316 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -7899958.000000 Penalty: 5426.553223
	Iteration 3F: 3 clusters Score -7899958 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -7902540.500000 Penalty: 5426.553223
	Iteration 4F: 3 clusters Score -7902540 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -7906265.000000 Penalty: 5426.553223
	Iteration 5F: 3 clusters Score -7906265 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -7910320.000000 Penalty: 5426.553223
	Iteration 6F: 3 clusters Score -7910320 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -7913882.500000 Penalty: 5426.553223
	Iteration 7F: 3 clusters Score -7913882 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
Score: -7916138.000000 Penalty: 5426.553223
	Iteration 8Q: 3 clusters Score -7916138 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 53362 members 
Entering Unmasked Estep 
Score: -7917286.500000 Penalty: 5426.553223
	Iteration 9Q: 3 clusters Score -7917286 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 53770 members 
Entering Unmasked Estep 
Score: -7917832.000000 Penalty: 5426.553223
	Iteration 10Q: 3 clusters Score -7917832 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -7918033.500000 Penalty: 5426.553223
	Iteration 11Q: 3 clusters Score -7918034 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 54150 members 
Entering Unmasked Estep 
Score: -7918139.000000 Penalty: 5426.553223
	Iteration 12Q: 3 clusters Score -7918139 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -7918186.500000 Penalty: 5426.553223
	Iteration 13Q: 3 clusters Score -7918186 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 54374 members 
Entering Unmasked Estep 
Score: -7918227.000000 Penalty: 5426.553223
	Iteration 14Q: 3 clusters Score -7918227 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 54482 members 
Entering Unmasked Estep 
Score: -7918294.500000 Penalty: 5426.553223
	Iteration 15Q: 3 clusters Score -7918294 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -7918331.500000 Penalty: 5426.553223
	Iteration 16Q: 3 clusters Score -7918332 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 54672 members 
Entering Unmasked Estep 
Score: -7918382.000000 Penalty: 5426.553223
	Iteration 17Q: 3 clusters Score -7918382 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 54740 members 
Entering Unmasked Estep 
Score: -7918439.000000 Penalty: 5426.553223
	Iteration 18Q: 3 clusters Score -7918439 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -7918445.500000 Penalty: 5426.553223
	Iteration 19Q: 3 clusters Score -7918446 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
Score: -7918478.500000 Penalty: 5426.553223
	Iteration 20F: 3 clusters Score -7918478 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 54869 members 
Entering Unmasked Estep 
Score: -7918490.500000 Penalty: 5426.553223
	Iteration 21Q: 3 clusters Score -7918490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -7918483.000000 Penalty: 5426.553223
	Iteration 22Q: 3 clusters Score -7918483 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 54918 members 
Entering Unmasked Estep 
Score: -7918498.000000 Penalty: 5426.553223
	Iteration 23Q: 3 clusters Score -7918498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 54933 members 
Entering Unmasked Estep 
Score: -7918503.500000 Penalty: 5426.553223
	Iteration 24Q: 3 clusters Score -7918504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 54944 members 
Entering Unmasked Estep 
Score: -7918507.000000 Penalty: 5426.553223
	Iteration 25Q: 3 clusters Score -7918507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 54957 members 
Entering Unmasked Estep 
Score: -7918522.000000 Penalty: 5426.553223
	Iteration 26Q: 3 clusters Score -7918522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 54968 members 
Entering Unmasked Estep 
Score: -7918527.500000 Penalty: 5426.553223
	Iteration 27Q: 3 clusters Score -7918528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 54976 members 
Entering Unmasked Estep 
Score: -7918521.500000 Penalty: 5426.553223
	Iteration 28Q: 3 clusters Score -7918522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 54985 members 
Entering Unmasked Estep 
Score: -7918535.500000 Penalty: 5426.553223
	Iteration 29Q: 3 clusters Score -7918536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 54983 members 
Entering Unmasked Estep 
Score: -7918521.500000 Penalty: 5426.553223
	Iteration 30Q: 3 clusters Score -7918522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 54989 members 
Entering Unmasked Estep 
Score: -7918520.500000 Penalty: 5426.553223
	Iteration 31Q: 3 clusters Score -7918520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -7918521.500000 Penalty: 5426.553223
	Iteration 32Q: 3 clusters Score -7918522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -7918536.500000 Penalty: 5426.553223
	Iteration 33Q: 3 clusters Score -7918536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 55002 members 
Entering Unmasked Estep 
Score: -7918538.000000 Penalty: 5426.553223
	Iteration 34Q: 3 clusters Score -7918538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 55005 members 
Entering Unmasked Estep 
Score: -7918541.000000 Penalty: 5426.553223
	Iteration 35Q: 3 clusters Score -7918541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 55008 members 
Entering Unmasked Estep 
Score: -7918543.000000 Penalty: 5426.553223
	Iteration 36Q: 3 clusters Score -7918543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
Score: -7918543.500000 Penalty: 5426.553223
	Iteration 37Q: 3 clusters Score -7918544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 55018 members 
Entering Unmasked Estep 
Score: -7918541.500000 Penalty: 5426.553223
	Iteration 38Q: 3 clusters Score -7918542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -7918549.000000 Penalty: 5426.553223
	Iteration 39Q: 3 clusters Score -7918549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -7918549.000000 Penalty: 5426.553223
	Iteration 40F: 3 clusters Score -7918549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Entering Unmasked Estep 
Score: -824072.125000 Penalty: 2162.066162
	Iteration 0F: 2 clusters Score -824072.1 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 3065 members 
Entering Unmasked Estep 
Score: -818759.062500 Penalty: 4324.132324
	Iteration 0F: 3 clusters Score -818759.1 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -820253.750000 Penalty: 4324.132324
	Iteration 1F: 3 clusters Score -820253.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -820631.437500 Penalty: 4324.132324
	Iteration 2F: 3 clusters Score -820631.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -820901.062500 Penalty: 4324.132324
	Iteration 3F: 3 clusters Score -820901.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -821136.437500 Penalty: 4324.132324
	Iteration 4F: 3 clusters Score -821136.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -821330.875000 Penalty: 4324.132324
	Iteration 5Q: 3 clusters Score -821330.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -821499.500000 Penalty: 4324.132324
	Iteration 6Q: 3 clusters Score -821499.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -821684.312500 Penalty: 4324.132324
	Iteration 7Q: 3 clusters Score -821684.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -821916.500000 Penalty: 4324.132324
	Iteration 8Q: 3 clusters Score -821916.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -822198.687500 Penalty: 4324.132324
	Iteration 9Q: 3 clusters Score -822198.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -822514.500000 Penalty: 4324.132324
	Iteration 10Q: 3 clusters Score -822514.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -822854.625000 Penalty: 4324.132324
	Iteration 11Q: 3 clusters Score -822854.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -823250.937500 Penalty: 4324.132324
	Iteration 12Q: 3 clusters Score -823250.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -823676.812500 Penalty: 4324.132324
	Iteration 13Q: 3 clusters Score -823676.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -824091.875000 Penalty: 4324.132324
	Iteration 14Q: 3 clusters Score -824091.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -824385.625000 Penalty: 4324.132324
	Iteration 15Q: 3 clusters Score -824385.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -824573.062500 Penalty: 4324.132324
	Iteration 16Q: 3 clusters Score -824573.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -824680.312500 Penalty: 4324.132324
	Iteration 17Q: 3 clusters Score -824680.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -824756.937500 Penalty: 4324.132324
	Iteration 18Q: 3 clusters Score -824756.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -824771.437500 Penalty: 4324.132324
	Iteration 19Q: 3 clusters Score -824771.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -824775.937500 Penalty: 4324.132324
	Iteration 20F: 3 clusters Score -824775.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -824778.375000 Penalty: 4324.132324
	Iteration 21Q: 3 clusters Score -824778.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -824777.625000 Penalty: 4324.132324
	Iteration 22Q: 3 clusters Score -824777.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -824776.875000 Penalty: 4324.132324
	Iteration 23Q: 3 clusters Score -824776.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -824778.812500 Penalty: 4324.132324
	Iteration 24Q: 3 clusters Score -824778.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -824780.000000 Penalty: 4324.132324
	Iteration 25Q: 3 clusters Score -824780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -824780.000000 Penalty: 4324.132324
	Iteration 26F: 3 clusters Score -824780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 2078 members 
Mstep: Class 3 contains 23465 members 
Mstep: Class 4 contains 14140 members 
Mstep: Class 5 contains 50429 members 
Mstep: Class 6 contains 4155 members 
Mstep: Class 7 contains 15583 members 
Mstep: Class 8 contains 199119 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 7675 members 
Mstep: Class 11 contains 7266 members 
Mstep: Class 12 contains 5976 members 
Mstep: Class 13 contains 12608 members 
Mstep: Class 14 contains 9838 members 
Mstep: Class 15 contains 8271 members 
Mstep: Class 16 contains 24887 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 141895 members 
Mstep: Class 19 contains 145154 members 
Mstep: Class 20 contains 29541 members 
Mstep: Class 21 contains 1439 members 
Mstep: Class 22 contains 35711 members 
Mstep: Class 23 contains 17642 members 
Mstep: Class 24 contains 46907 members 
Mstep: Class 25 contains 133334 members 
Mstep: Class 26 contains 46209 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 627 members 
Mstep: Class 29 contains 4034 members 
Entering Unmasked Estep 
Score: -142942112.000000 Penalty: 99736.046875
Splitting cluster 2 changes total score from -142943120.000000 to -142942112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (23465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Entering Unmasked Estep 
Score: -3054155.000000 Penalty: 2495.689697
	Iteration 0F: 2 clusters Score -3054155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -3037913.250000 Penalty: 4991.379395
	Iteration 0F: 3 clusters Score -3037913 nChanged 10516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -3044208.250000 Penalty: 4991.379395
	Iteration 1F: 3 clusters Score -3044208 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -3045284.750000 Penalty: 4991.379395
	Iteration 2F: 3 clusters Score -3045285 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -3046663.250000 Penalty: 4991.379395
	Iteration 3F: 3 clusters Score -3046663 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -3048124.000000 Penalty: 4991.379395
	Iteration 4F: 3 clusters Score -3048124 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -3049483.750000 Penalty: 4991.379395
	Iteration 5F: 3 clusters Score -3049484 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -3050495.000000 Penalty: 4991.379395
	Iteration 6F: 3 clusters Score -3050495 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -3051210.500000 Penalty: 4991.379395
	Iteration 7Q: 3 clusters Score -3051210 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -3051706.250000 Penalty: 4991.379395
	Iteration 8Q: 3 clusters Score -3051706 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -3052121.500000 Penalty: 4991.379395
	Iteration 9Q: 3 clusters Score -3052122 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -3052494.000000 Penalty: 4991.379395
	Iteration 10Q: 3 clusters Score -3052494 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -3052837.500000 Penalty: 4991.379395
	Iteration 11Q: 3 clusters Score -3052838 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -3053100.750000 Penalty: 4991.379395
	Iteration 12Q: 3 clusters Score -3053101 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -3053302.250000 Penalty: 4991.379395
	Iteration 13Q: 3 clusters Score -3053302 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -3053428.250000 Penalty: 4991.379395
	Iteration 14Q: 3 clusters Score -3053428 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -3053542.750000 Penalty: 4991.379395
	Iteration 15Q: 3 clusters Score -3053543 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3053614.250000 Penalty: 4991.379395
	Iteration 16Q: 3 clusters Score -3053614 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3053641.750000 Penalty: 4991.379395
	Iteration 17Q: 3 clusters Score -3053642 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3053668.000000 Penalty: 4991.379395
	Iteration 18Q: 3 clusters Score -3053668 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3053686.750000 Penalty: 4991.379395
	Iteration 19Q: 3 clusters Score -3053687 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3053705.500000 Penalty: 4991.379395
	Iteration 20F: 3 clusters Score -3053706 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -3053708.500000 Penalty: 4991.379395
	Iteration 21Q: 3 clusters Score -3053708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3053721.750000 Penalty: 4991.379395
	Iteration 22Q: 3 clusters Score -3053722 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -3053726.500000 Penalty: 4991.379395
	Iteration 23Q: 3 clusters Score -3053726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3053726.500000 Penalty: 4991.379395
	Iteration 24Q: 3 clusters Score -3053726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3053727.000000 Penalty: 4991.379395
	Iteration 25Q: 3 clusters Score -3053727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3053730.750000 Penalty: 4991.379395
	Iteration 26Q: 3 clusters Score -3053731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3053730.250000 Penalty: 4991.379395
	Iteration 27Q: 3 clusters Score -3053730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3053741.500000 Penalty: 4991.379395
	Iteration 28Q: 3 clusters Score -3053742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3053742.250000 Penalty: 4991.379395
	Iteration 29Q: 3 clusters Score -3053742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3053744.500000 Penalty: 4991.379395
	Iteration 30Q: 3 clusters Score -3053744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3053742.750000 Penalty: 4991.379395
	Iteration 31Q: 3 clusters Score -3053743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3053744.250000 Penalty: 4991.379395
	Iteration 32Q: 3 clusters Score -3053744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3053748.750000 Penalty: 4991.379395
	Iteration 33Q: 3 clusters Score -3053749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3053745.250000 Penalty: 4991.379395
	Iteration 34Q: 3 clusters Score -3053745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3053744.000000 Penalty: 4991.379395
	Iteration 35Q: 3 clusters Score -3053744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3053752.250000 Penalty: 4991.379395
	Iteration 36Q: 3 clusters Score -3053752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3053748.750000 Penalty: 4991.379395
	Iteration 37Q: 3 clusters Score -3053749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3053750.000000 Penalty: 4991.379395
	Iteration 38Q: 3 clusters Score -3053750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3053750.000000 Penalty: 4991.379395
	Iteration 39F: 3 clusters Score -3053750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Entering Unmasked Estep 
Score: -1932227.250000 Penalty: 2370.077148
	Iteration 0F: 2 clusters Score -1932227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1922047.500000 Penalty: 4740.154297
	Iteration 0F: 3 clusters Score -1922048 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1925219.625000 Penalty: 4740.154297
	Iteration 1F: 3 clusters Score -1925220 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1925678.625000 Penalty: 4740.154297
	Iteration 2F: 3 clusters Score -1925679 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1926149.375000 Penalty: 4740.154297
	Iteration 3F: 3 clusters Score -1926149 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1926798.500000 Penalty: 4740.154297
	Iteration 4F: 3 clusters Score -1926798 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1927696.125000 Penalty: 4740.154297
	Iteration 5F: 3 clusters Score -1927696 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1928773.000000 Penalty: 4740.154297
	Iteration 6F: 3 clusters Score -1928773 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1929755.625000 Penalty: 4740.154297
	Iteration 7F: 3 clusters Score -1929756 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1930495.625000 Penalty: 4740.154297
	Iteration 8F: 3 clusters Score -1930496 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1930988.500000 Penalty: 4740.154297
	Iteration 9Q: 3 clusters Score -1930988 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1931308.125000 Penalty: 4740.154297
	Iteration 10Q: 3 clusters Score -1931308 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1931488.750000 Penalty: 4740.154297
	Iteration 11Q: 3 clusters Score -1931489 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1931594.125000 Penalty: 4740.154297
	Iteration 12Q: 3 clusters Score -1931594 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1931684.375000 Penalty: 4740.154297
	Iteration 13Q: 3 clusters Score -1931684 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1931743.750000 Penalty: 4740.154297
	Iteration 14Q: 3 clusters Score -1931744 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1931782.250000 Penalty: 4740.154297
	Iteration 15Q: 3 clusters Score -1931782 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1931815.000000 Penalty: 4740.154297
	Iteration 16Q: 3 clusters Score -1931815 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1931849.625000 Penalty: 4740.154297
	Iteration 17Q: 3 clusters Score -1931850 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1931875.125000 Penalty: 4740.154297
	Iteration 18Q: 3 clusters Score -1931875 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1931891.750000 Penalty: 4740.154297
	Iteration 19Q: 3 clusters Score -1931892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1931903.250000 Penalty: 4740.154297
	Iteration 20F: 3 clusters Score -1931903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1931909.500000 Penalty: 4740.154297
	Iteration 21Q: 3 clusters Score -1931910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1931916.500000 Penalty: 4740.154297
	Iteration 22Q: 3 clusters Score -1931916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1931919.750000 Penalty: 4740.154297
	Iteration 23Q: 3 clusters Score -1931920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1931923.250000 Penalty: 4740.154297
	Iteration 24Q: 3 clusters Score -1931923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1931927.375000 Penalty: 4740.154297
	Iteration 25Q: 3 clusters Score -1931927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1931937.625000 Penalty: 4740.154297
	Iteration 26Q: 3 clusters Score -1931938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1931941.000000 Penalty: 4740.154297
	Iteration 27Q: 3 clusters Score -1931941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1931945.625000 Penalty: 4740.154297
	Iteration 28Q: 3 clusters Score -1931946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1931948.000000 Penalty: 4740.154297
	Iteration 29Q: 3 clusters Score -1931948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1931948.125000 Penalty: 4740.154297
	Iteration 30Q: 3 clusters Score -1931948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1931949.875000 Penalty: 4740.154297
	Iteration 31Q: 3 clusters Score -1931950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1931948.625000 Penalty: 4740.154297
	Iteration 32Q: 3 clusters Score -1931949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1931946.875000 Penalty: 4740.154297
	Iteration 33Q: 3 clusters Score -1931947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1931945.250000 Penalty: 4740.154297
	Iteration 34Q: 3 clusters Score -1931945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1931950.500000 Penalty: 4740.154297
	Iteration 35Q: 3 clusters Score -1931950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1931954.250000 Penalty: 4740.154297
	Iteration 36Q: 3 clusters Score -1931954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1931954.250000 Penalty: 4740.154297
	Iteration 37F: 3 clusters Score -1931954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Entering Unmasked Estep 
Score: -6930683.500000 Penalty: 2685.423828
	Iteration 0F: 2 clusters Score -6930684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -6896718.500000 Penalty: 5370.847656
	Iteration 0F: 3 clusters Score -6896718 nChanged 23281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -6909481.500000 Penalty: 5370.847656
	Iteration 1F: 3 clusters Score -6909482 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -6910119.500000 Penalty: 5370.847656
	Iteration 2Q: 3 clusters Score -6910120 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -6910798.500000 Penalty: 5370.847656
	Iteration 3Q: 3 clusters Score -6910798 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -6911684.000000 Penalty: 5370.847656
	Iteration 4Q: 3 clusters Score -6911684 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -6913050.500000 Penalty: 5370.847656
	Iteration 5Q: 3 clusters Score -6913050 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -6915011.000000 Penalty: 5370.847656
	Iteration 6F: 3 clusters Score -6915011 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -6917505.000000 Penalty: 5370.847656
	Iteration 7F: 3 clusters Score -6917505 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -6919544.000000 Penalty: 5370.847656
	Iteration 8F: 3 clusters Score -6919544 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -6920877.000000 Penalty: 5370.847656
	Iteration 9F: 3 clusters Score -6920877 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -6921688.000000 Penalty: 5370.847656
	Iteration 10Q: 3 clusters Score -6921688 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -6922237.500000 Penalty: 5370.847656
	Iteration 11Q: 3 clusters Score -6922238 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -6922655.500000 Penalty: 5370.847656
	Iteration 12Q: 3 clusters Score -6922656 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -6923051.000000 Penalty: 5370.847656
	Iteration 13Q: 3 clusters Score -6923051 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -6923619.500000 Penalty: 5370.847656
	Iteration 14Q: 3 clusters Score -6923620 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -6924309.500000 Penalty: 5370.847656
	Iteration 15Q: 3 clusters Score -6924310 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -6925279.500000 Penalty: 5370.847656
	Iteration 16Q: 3 clusters Score -6925280 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -6926356.000000 Penalty: 5370.847656
	Iteration 17Q: 3 clusters Score -6926356 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -6927387.500000 Penalty: 5370.847656
	Iteration 18Q: 3 clusters Score -6927388 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -6928197.000000 Penalty: 5370.847656
	Iteration 19Q: 3 clusters Score -6928197 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -6928793.500000 Penalty: 5370.847656
	Iteration 20F: 3 clusters Score -6928794 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -6929247.000000 Penalty: 5370.847656
	Iteration 21Q: 3 clusters Score -6929247 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -6929553.000000 Penalty: 5370.847656
	Iteration 22Q: 3 clusters Score -6929553 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -6929840.000000 Penalty: 5370.847656
	Iteration 23Q: 3 clusters Score -6929840 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -6929997.000000 Penalty: 5370.847656
	Iteration 24Q: 3 clusters Score -6929997 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -6930165.000000 Penalty: 5370.847656
	Iteration 25Q: 3 clusters Score -6930165 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -6930203.000000 Penalty: 5370.847656
	Iteration 26Q: 3 clusters Score -6930203 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -6930252.000000 Penalty: 5370.847656
	Iteration 27Q: 3 clusters Score -6930252 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -6930282.000000 Penalty: 5370.847656
	Iteration 28Q: 3 clusters Score -6930282 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -6930305.000000 Penalty: 5370.847656
	Iteration 29Q: 3 clusters Score -6930305 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -6930352.000000 Penalty: 5370.847656
	Iteration 30Q: 3 clusters Score -6930352 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -6930379.500000 Penalty: 5370.847656
	Iteration 31Q: 3 clusters Score -6930380 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -6930388.500000 Penalty: 5370.847656
	Iteration 32Q: 3 clusters Score -6930388 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -6930410.000000 Penalty: 5370.847656
	Iteration 33Q: 3 clusters Score -6930410 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -6930443.500000 Penalty: 5370.847656
	Iteration 34Q: 3 clusters Score -6930444 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -6930442.000000 Penalty: 5370.847656
	Iteration 35Q: 3 clusters Score -6930442 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -6930469.500000 Penalty: 5370.847656
	Iteration 36Q: 3 clusters Score -6930470 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -6930466.500000 Penalty: 5370.847656
	Iteration 37Q: 3 clusters Score -6930466 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -6930477.000000 Penalty: 5370.847656
	Iteration 38Q: 3 clusters Score -6930477 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -6930479.500000 Penalty: 5370.847656
	Iteration 39Q: 3 clusters Score -6930480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -6930473.000000 Penalty: 5370.847656
	Iteration 40F: 3 clusters Score -6930473 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -6930484.500000 Penalty: 5370.847656
	Iteration 41Q: 3 clusters Score -6930484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -6930490.500000 Penalty: 5370.847656
	Iteration 42Q: 3 clusters Score -6930490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -6930489.500000 Penalty: 5370.847656
	Iteration 43Q: 3 clusters Score -6930490 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -6930489.000000 Penalty: 5370.847656
	Iteration 44Q: 3 clusters Score -6930489 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -6930490.000000 Penalty: 5370.847656
	Iteration 45Q: 3 clusters Score -6930490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -6930499.500000 Penalty: 5370.847656
	Iteration 46Q: 3 clusters Score -6930500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -6930497.500000 Penalty: 5370.847656
	Iteration 47Q: 3 clusters Score -6930498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -6930501.000000 Penalty: 5370.847656
	Iteration 48Q: 3 clusters Score -6930501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -6930513.000000 Penalty: 5370.847656
	Iteration 49Q: 3 clusters Score -6930513 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -6930502.000000 Penalty: 5370.847656
	Iteration 50Q: 3 clusters Score -6930502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -6930504.500000 Penalty: 5370.847656
	Iteration 51Q: 3 clusters Score -6930504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -6930519.500000 Penalty: 5370.847656
	Iteration 52Q: 3 clusters Score -6930520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -6930534.000000 Penalty: 5370.847656
	Iteration 53Q: 3 clusters Score -6930534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -6930541.000000 Penalty: 5370.847656
	Iteration 54Q: 3 clusters Score -6930541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -6930540.000000 Penalty: 5370.847656
	Iteration 55Q: 3 clusters Score -6930540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -6930531.500000 Penalty: 5370.847656
	Iteration 56Q: 3 clusters Score -6930532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -6930530.000000 Penalty: 5370.847656
	Iteration 57Q: 3 clusters Score -6930530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -6930534.000000 Penalty: 5370.847656
	Iteration 58Q: 3 clusters Score -6930534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -6930534.500000 Penalty: 5370.847656
	Iteration 59Q: 3 clusters Score -6930534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -6930518.000000 Penalty: 5370.847656
	Iteration 60F: 3 clusters Score -6930518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -6930520.500000 Penalty: 5370.847656
	Iteration 61Q: 3 clusters Score -6930520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -6930522.000000 Penalty: 5370.847656
	Iteration 62Q: 3 clusters Score -6930522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -6930525.000000 Penalty: 5370.847656
	Iteration 63Q: 3 clusters Score -6930525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -6930524.000000 Penalty: 5370.847656
	Iteration 64Q: 3 clusters Score -6930524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -6930532.500000 Penalty: 5370.847656
	Iteration 65Q: 3 clusters Score -6930532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -6930533.500000 Penalty: 5370.847656
	Iteration 66Q: 3 clusters Score -6930534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -6930537.000000 Penalty: 5370.847656
	Iteration 67Q: 3 clusters Score -6930537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -6930542.500000 Penalty: 5370.847656
	Iteration 68Q: 3 clusters Score -6930542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -6930542.000000 Penalty: 5370.847656
	Iteration 69Q: 3 clusters Score -6930542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -6930543.000000 Penalty: 5370.847656
	Iteration 70Q: 3 clusters Score -6930543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -6930545.000000 Penalty: 5370.847656
	Iteration 71Q: 3 clusters Score -6930545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -6930548.000000 Penalty: 5370.847656
	Iteration 72Q: 3 clusters Score -6930548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -6930555.500000 Penalty: 5370.847656
	Iteration 73Q: 3 clusters Score -6930556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -6930566.500000 Penalty: 5370.847656
	Iteration 74Q: 3 clusters Score -6930566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -6930570.500000 Penalty: 5370.847656
	Iteration 75Q: 3 clusters Score -6930570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -6930577.500000 Penalty: 5370.847656
	Iteration 76Q: 3 clusters Score -6930578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -6930579.000000 Penalty: 5370.847656
	Iteration 77Q: 3 clusters Score -6930579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -6930570.000000 Penalty: 5370.847656
	Iteration 78Q: 3 clusters Score -6930570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -6930568.500000 Penalty: 5370.847656
	Iteration 79Q: 3 clusters Score -6930568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -6930567.000000 Penalty: 5370.847656
	Iteration 80F: 3 clusters Score -6930567 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -6930569.000000 Penalty: 5370.847656
	Iteration 81Q: 3 clusters Score -6930569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -6930581.500000 Penalty: 5370.847656
	Iteration 82Q: 3 clusters Score -6930582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -6930580.000000 Penalty: 5370.847656
	Iteration 83Q: 3 clusters Score -6930580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -6930588.000000 Penalty: 5370.847656
	Iteration 84Q: 3 clusters Score -6930588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -6930588.000000 Penalty: 5370.847656
	Iteration 85Q: 3 clusters Score -6930588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -6930595.000000 Penalty: 5370.847656
	Iteration 86Q: 3 clusters Score -6930595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -6930599.000000 Penalty: 5370.847656
	Iteration 87Q: 3 clusters Score -6930599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -6930607.000000 Penalty: 5370.847656
	Iteration 88Q: 3 clusters Score -6930607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -6930601.500000 Penalty: 5370.847656
	Iteration 89Q: 3 clusters Score -6930602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -6930601.500000 Penalty: 5370.847656
	Iteration 90Q: 3 clusters Score -6930602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -6930594.000000 Penalty: 5370.847656
	Iteration 91Q: 3 clusters Score -6930594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -6930601.500000 Penalty: 5370.847656
	Iteration 92Q: 3 clusters Score -6930602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -6930607.000000 Penalty: 5370.847656
	Iteration 93Q: 3 clusters Score -6930607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -6930612.500000 Penalty: 5370.847656
	Iteration 94Q: 3 clusters Score -6930612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -6930609.500000 Penalty: 5370.847656
	Iteration 95Q: 3 clusters Score -6930610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -6930609.500000 Penalty: 5370.847656
	Iteration 96Q: 3 clusters Score -6930610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -6930599.500000 Penalty: 5370.847656
	Iteration 97Q: 3 clusters Score -6930600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -6930600.000000 Penalty: 5370.847656
	Iteration 98Q: 3 clusters Score -6930600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -6930600.000000 Penalty: 5370.847656
	Iteration 99Q: 3 clusters Score -6930600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -6930597.000000 Penalty: 5370.847656
	Iteration 100F: 3 clusters Score -6930597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -6930594.500000 Penalty: 5370.847656
	Iteration 101Q: 3 clusters Score -6930594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -6930602.000000 Penalty: 5370.847656
	Iteration 102Q: 3 clusters Score -6930602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -6930603.500000 Penalty: 5370.847656
	Iteration 103Q: 3 clusters Score -6930604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -6930599.500000 Penalty: 5370.847656
	Iteration 104Q: 3 clusters Score -6930600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -6930597.500000 Penalty: 5370.847656
	Iteration 105Q: 3 clusters Score -6930598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -6930598.500000 Penalty: 5370.847656
	Iteration 106Q: 3 clusters Score -6930598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -6930598.500000 Penalty: 5370.847656
	Iteration 107F: 3 clusters Score -6930598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Entering Unmasked Estep 
Score: -560199.812500 Penalty: 2066.352783
	Iteration 0F: 2 clusters Score -560199.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -556248.437500 Penalty: 4132.705566
	Iteration 0F: 3 clusters Score -556248.4 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -557410.187500 Penalty: 4132.705566
	Iteration 1F: 3 clusters Score -557410.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -557823.562500 Penalty: 4132.705566
	Iteration 2F: 3 clusters Score -557823.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -558156.812500 Penalty: 4132.705566
	Iteration 3F: 3 clusters Score -558156.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -558447.875000 Penalty: 4132.705566
	Iteration 4F: 3 clusters Score -558447.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -558783.625000 Penalty: 4132.705566
	Iteration 5F: 3 clusters Score -558783.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -559207.062500 Penalty: 4132.705566
	Iteration 6F: 3 clusters Score -559207.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -559673.500000 Penalty: 4132.705566
	Iteration 7F: 3 clusters Score -559673.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -559995.625000 Penalty: 4132.705566
	Iteration 8Q: 3 clusters Score -559995.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -560183.750000 Penalty: 4132.705566
	Iteration 9Q: 3 clusters Score -560183.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -560252.125000 Penalty: 4132.705566
	Iteration 10Q: 3 clusters Score -560252.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -560278.250000 Penalty: 4132.705566
	Iteration 11Q: 3 clusters Score -560278.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -560286.562500 Penalty: 4132.705566
	Iteration 12Q: 3 clusters Score -560286.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -560291.625000 Penalty: 4132.705566
	Iteration 13Q: 3 clusters Score -560291.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -560293.750000 Penalty: 4132.705566
	Iteration 14Q: 3 clusters Score -560293.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -560294.500000 Penalty: 4132.705566
	Iteration 15Q: 3 clusters Score -560294.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -560295.937500 Penalty: 4132.705566
	Iteration 16Q: 3 clusters Score -560295.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -560296.875000 Penalty: 4132.705566
	Iteration 17Q: 3 clusters Score -560296.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -560298.625000 Penalty: 4132.705566
	Iteration 18Q: 3 clusters Score -560298.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -560298.625000 Penalty: 4132.705566
	Iteration 19F: 3 clusters Score -560298.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23465 members 
Mstep: Class 4 contains 14140 members 
Mstep: Class 5 contains 50429 members 
Mstep: Class 6 contains 2651 members 
Mstep: Class 7 contains 15583 members 
Mstep: Class 8 contains 199119 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 7675 members 
Mstep: Class 11 contains 7266 members 
Mstep: Class 12 contains 5976 members 
Mstep: Class 13 contains 12608 members 
Mstep: Class 14 contains 9838 members 
Mstep: Class 15 contains 8271 members 
Mstep: Class 16 contains 24887 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 141895 members 
Mstep: Class 19 contains 145154 members 
Mstep: Class 20 contains 29541 members 
Mstep: Class 21 contains 1439 members 
Mstep: Class 22 contains 35711 members 
Mstep: Class 23 contains 17642 members 
Mstep: Class 24 contains 46907 members 
Mstep: Class 25 contains 133334 members 
Mstep: Class 26 contains 46209 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 627 members 
Mstep: Class 29 contains 1504 members 
Entering Unmasked Estep 
Score: -142941808.000000 Penalty: 99736.046875
Splitting cluster 6 changes total score from -142943120.000000 to -142941808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (15583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Entering Unmasked Estep 
Score: -2120772.500000 Penalty: 2394.176025
	Iteration 0F: 2 clusters Score -2120772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2109389.750000 Penalty: 4788.352051
	Iteration 0F: 3 clusters Score -2109390 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2113060.250000 Penalty: 4788.352051
	Iteration 1F: 3 clusters Score -2113060 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2113482.250000 Penalty: 4788.352051
	Iteration 2F: 3 clusters Score -2113482 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2113845.000000 Penalty: 4788.352051
	Iteration 3F: 3 clusters Score -2113845 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2114265.000000 Penalty: 4788.352051
	Iteration 4Q: 3 clusters Score -2114265 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2114763.750000 Penalty: 4788.352051
	Iteration 5Q: 3 clusters Score -2114764 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2115361.250000 Penalty: 4788.352051
	Iteration 6F: 3 clusters Score -2115361 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2115969.750000 Penalty: 4788.352051
	Iteration 7F: 3 clusters Score -2115970 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2116564.500000 Penalty: 4788.352051
	Iteration 8Q: 3 clusters Score -2116564 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2117139.000000 Penalty: 4788.352051
	Iteration 9Q: 3 clusters Score -2117139 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2117603.500000 Penalty: 4788.352051
	Iteration 10Q: 3 clusters Score -2117604 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2117963.250000 Penalty: 4788.352051
	Iteration 11Q: 3 clusters Score -2117963 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2118210.750000 Penalty: 4788.352051
	Iteration 12Q: 3 clusters Score -2118211 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2118406.750000 Penalty: 4788.352051
	Iteration 13Q: 3 clusters Score -2118407 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2118551.250000 Penalty: 4788.352051
	Iteration 14Q: 3 clusters Score -2118551 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2118662.250000 Penalty: 4788.352051
	Iteration 15Q: 3 clusters Score -2118662 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2118730.750000 Penalty: 4788.352051
	Iteration 16Q: 3 clusters Score -2118731 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2118790.750000 Penalty: 4788.352051
	Iteration 17Q: 3 clusters Score -2118791 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2118830.750000 Penalty: 4788.352051
	Iteration 18Q: 3 clusters Score -2118831 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2118861.500000 Penalty: 4788.352051
	Iteration 19Q: 3 clusters Score -2118862 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2118893.250000 Penalty: 4788.352051
	Iteration 20F: 3 clusters Score -2118893 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2118924.250000 Penalty: 4788.352051
	Iteration 21Q: 3 clusters Score -2118924 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2118948.750000 Penalty: 4788.352051
	Iteration 22Q: 3 clusters Score -2118949 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2118964.500000 Penalty: 4788.352051
	Iteration 23Q: 3 clusters Score -2118964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2118975.500000 Penalty: 4788.352051
	Iteration 24Q: 3 clusters Score -2118976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2118990.250000 Penalty: 4788.352051
	Iteration 25Q: 3 clusters Score -2118990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2118998.000000 Penalty: 4788.352051
	Iteration 26Q: 3 clusters Score -2118998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2119002.500000 Penalty: 4788.352051
	Iteration 27Q: 3 clusters Score -2119002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2119013.250000 Penalty: 4788.352051
	Iteration 28Q: 3 clusters Score -2119013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2119026.000000 Penalty: 4788.352051
	Iteration 29Q: 3 clusters Score -2119026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2119035.750000 Penalty: 4788.352051
	Iteration 30Q: 3 clusters Score -2119036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2119046.250000 Penalty: 4788.352051
	Iteration 31Q: 3 clusters Score -2119046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2119049.000000 Penalty: 4788.352051
	Iteration 32Q: 3 clusters Score -2119049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2119067.250000 Penalty: 4788.352051
	Iteration 33Q: 3 clusters Score -2119067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2119078.000000 Penalty: 4788.352051
	Iteration 34Q: 3 clusters Score -2119078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2119087.750000 Penalty: 4788.352051
	Iteration 35Q: 3 clusters Score -2119088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2119096.000000 Penalty: 4788.352051
	Iteration 36Q: 3 clusters Score -2119096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2119100.750000 Penalty: 4788.352051
	Iteration 37Q: 3 clusters Score -2119101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2119116.500000 Penalty: 4788.352051
	Iteration 38Q: 3 clusters Score -2119116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2119125.250000 Penalty: 4788.352051
	Iteration 39Q: 3 clusters Score -2119125 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2119136.000000 Penalty: 4788.352051
	Iteration 40F: 3 clusters Score -2119136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2119146.250000 Penalty: 4788.352051
	Iteration 41Q: 3 clusters Score -2119146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2119152.250000 Penalty: 4788.352051
	Iteration 42Q: 3 clusters Score -2119152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2119162.000000 Penalty: 4788.352051
	Iteration 43Q: 3 clusters Score -2119162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2119169.750000 Penalty: 4788.352051
	Iteration 44Q: 3 clusters Score -2119170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2119173.750000 Penalty: 4788.352051
	Iteration 45Q: 3 clusters Score -2119174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2119177.250000 Penalty: 4788.352051
	Iteration 46Q: 3 clusters Score -2119177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2119183.000000 Penalty: 4788.352051
	Iteration 47Q: 3 clusters Score -2119183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2119188.250000 Penalty: 4788.352051
	Iteration 48Q: 3 clusters Score -2119188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2119193.000000 Penalty: 4788.352051
	Iteration 49Q: 3 clusters Score -2119193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2119203.000000 Penalty: 4788.352051
	Iteration 50Q: 3 clusters Score -2119203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2119207.500000 Penalty: 4788.352051
	Iteration 51Q: 3 clusters Score -2119208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2119212.750000 Penalty: 4788.352051
	Iteration 52Q: 3 clusters Score -2119213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2119215.250000 Penalty: 4788.352051
	Iteration 53Q: 3 clusters Score -2119215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2119215.250000 Penalty: 4788.352051
	Iteration 54Q: 3 clusters Score -2119215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2119217.500000 Penalty: 4788.352051
	Iteration 55Q: 3 clusters Score -2119218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2119217.750000 Penalty: 4788.352051
	Iteration 56Q: 3 clusters Score -2119218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2119219.500000 Penalty: 4788.352051
	Iteration 57Q: 3 clusters Score -2119220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2119219.500000 Penalty: 4788.352051
	Iteration 58Q: 3 clusters Score -2119220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2119218.500000 Penalty: 4788.352051
	Iteration 59Q: 3 clusters Score -2119218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2119218.250000 Penalty: 4788.352051
	Iteration 60F: 3 clusters Score -2119218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2119220.500000 Penalty: 4788.352051
	Iteration 61Q: 3 clusters Score -2119220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2119219.250000 Penalty: 4788.352051
	Iteration 62Q: 3 clusters Score -2119219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2119219.250000 Penalty: 4788.352051
	Iteration 63F: 3 clusters Score -2119219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (199119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199119 members 
Entering Unmasked Estep 
Score: -27689940.000000 Penalty: 3026.011230
	Iteration 0F: 2 clusters Score -2.768994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99892 members 
Mstep: Class 2 contains 99227 members 
Entering Unmasked Estep 
Score: -27565504.000000 Penalty: 6052.022461
	Iteration 0F: 3 clusters Score -2.75655e+07 nChanged 95582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104392 members 
Mstep: Class 2 contains 94727 members 
Entering Unmasked Estep 
Score: -27620794.000000 Penalty: 6052.022461
	Iteration 1F: 3 clusters Score -2.762079e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107024 members 
Mstep: Class 2 contains 92095 members 
Entering Unmasked Estep 
Score: -27622288.000000 Penalty: 6052.022461
	Iteration 2Q: 3 clusters Score -2.762229e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111007 members 
Mstep: Class 2 contains 88112 members 
Entering Unmasked Estep 
Score: -27624112.000000 Penalty: 6052.022461
	Iteration 3Q: 3 clusters Score -2.762411e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117101 members 
Mstep: Class 2 contains 82018 members 
Entering Unmasked Estep 
Score: -27627290.000000 Penalty: 6052.022461
	Iteration 4Q: 3 clusters Score -2.762729e+07 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125764 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -27632394.000000 Penalty: 6052.022461
	Iteration 5Q: 3 clusters Score -2.763239e+07 nChanged 11981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137217 members 
Mstep: Class 2 contains 61902 members 
Entering Unmasked Estep 
Score: -27640292.000000 Penalty: 6052.022461
	Iteration 6F: 3 clusters Score -2.764029e+07 nChanged 14022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150809 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -27650926.000000 Penalty: 6052.022461
	Iteration 7F: 3 clusters Score -2.765093e+07 nChanged 13499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163954 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -27661266.000000 Penalty: 6052.022461
	Iteration 8F: 3 clusters Score -2.766127e+07 nChanged 11166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174782 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -27669948.000000 Penalty: 6052.022461
	Iteration 9F: 3 clusters Score -2.766995e+07 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182255 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -27675536.000000 Penalty: 6052.022461
	Iteration 10Q: 3 clusters Score -2.767554e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187173 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -27679702.000000 Penalty: 6052.022461
	Iteration 11Q: 3 clusters Score -2.76797e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190360 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -27682042.000000 Penalty: 6052.022461
	Iteration 12Q: 3 clusters Score -2.768204e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192536 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -27683540.000000 Penalty: 6052.022461
	Iteration 13Q: 3 clusters Score -2.768354e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193980 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -27684504.000000 Penalty: 6052.022461
	Iteration 14Q: 3 clusters Score -2.76845e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195026 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -27685182.000000 Penalty: 6052.022461
	Iteration 15Q: 3 clusters Score -2.768518e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195750 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -27685588.000000 Penalty: 6052.022461
	Iteration 16Q: 3 clusters Score -2.768559e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196275 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -27685982.000000 Penalty: 6052.022461
	Iteration 17Q: 3 clusters Score -2.768598e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196664 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -27686272.000000 Penalty: 6052.022461
	Iteration 18Q: 3 clusters Score -2.768627e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196932 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -27686444.000000 Penalty: 6052.022461
	Iteration 19Q: 3 clusters Score -2.768644e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197135 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -27686590.000000 Penalty: 6052.022461
	Iteration 20F: 3 clusters Score -2.768659e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197297 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -27686698.000000 Penalty: 6052.022461
	Iteration 21Q: 3 clusters Score -2.76867e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197432 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -27686788.000000 Penalty: 6052.022461
	Iteration 22Q: 3 clusters Score -2.768679e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197543 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -27686896.000000 Penalty: 6052.022461
	Iteration 23Q: 3 clusters Score -2.76869e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197621 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -27686944.000000 Penalty: 6052.022461
	Iteration 24Q: 3 clusters Score -2.768694e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197675 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -27686994.000000 Penalty: 6052.022461
	Iteration 25Q: 3 clusters Score -2.768699e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197722 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -27687056.000000 Penalty: 6052.022461
	Iteration 26Q: 3 clusters Score -2.768706e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197767 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -27687098.000000 Penalty: 6052.022461
	Iteration 27Q: 3 clusters Score -2.76871e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197802 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -27687120.000000 Penalty: 6052.022461
	Iteration 28Q: 3 clusters Score -2.768712e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197826 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -27687166.000000 Penalty: 6052.022461
	Iteration 29Q: 3 clusters Score -2.768717e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197859 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -27687166.000000 Penalty: 6052.022461
	Iteration 30Q: 3 clusters Score -2.768717e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197883 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -27687186.000000 Penalty: 6052.022461
	Iteration 31Q: 3 clusters Score -2.768719e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197894 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -27687192.000000 Penalty: 6052.022461
	Iteration 32Q: 3 clusters Score -2.768719e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197909 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -27687220.000000 Penalty: 6052.022461
	Iteration 33Q: 3 clusters Score -2.768722e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197920 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -27687216.000000 Penalty: 6052.022461
	Iteration 34Q: 3 clusters Score -2.768722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197928 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -27687224.000000 Penalty: 6052.022461
	Iteration 35Q: 3 clusters Score -2.768722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197937 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -27687230.000000 Penalty: 6052.022461
	Iteration 36Q: 3 clusters Score -2.768723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197941 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -27687238.000000 Penalty: 6052.022461
	Iteration 37Q: 3 clusters Score -2.768724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197948 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -27687242.000000 Penalty: 6052.022461
	Iteration 38Q: 3 clusters Score -2.768724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197956 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -27687254.000000 Penalty: 6052.022461
	Iteration 39Q: 3 clusters Score -2.768725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197963 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -27687236.000000 Penalty: 6052.022461
	Iteration 40F: 3 clusters Score -2.768724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197970 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -27687230.000000 Penalty: 6052.022461
	Iteration 41Q: 3 clusters Score -2.768723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197970 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -27687222.000000 Penalty: 6052.022461
	Iteration 42Q: 3 clusters Score -2.768722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197971 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -27687230.000000 Penalty: 6052.022461
	Iteration 43Q: 3 clusters Score -2.768723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197972 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -27687236.000000 Penalty: 6052.022461
	Iteration 44Q: 3 clusters Score -2.768724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197972 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -27687228.000000 Penalty: 6052.022461
	Iteration 45Q: 3 clusters Score -2.768723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197972 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -27687238.000000 Penalty: 6052.022461
	Iteration 46Q: 3 clusters Score -2.768724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197974 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -27687240.000000 Penalty: 6052.022461
	Iteration 47Q: 3 clusters Score -2.768724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197973 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -27687240.000000 Penalty: 6052.022461
	Iteration 48Q: 3 clusters Score -2.768724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197973 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -27687240.000000 Penalty: 6052.022461
	Iteration 49F: 3 clusters Score -2.768724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Entering Unmasked Estep 
Score: -732461.187500 Penalty: 2128.393311
	Iteration 0F: 2 clusters Score -732461.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -727725.375000 Penalty: 4256.786621
	Iteration 0F: 3 clusters Score -727725.4 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -728839.750000 Penalty: 4256.786621
	Iteration 1F: 3 clusters Score -728839.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -729113.750000 Penalty: 4256.786621
	Iteration 2F: 3 clusters Score -729113.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -729282.812500 Penalty: 4256.786621
	Iteration 3F: 3 clusters Score -729282.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -729413.250000 Penalty: 4256.786621
	Iteration 4Q: 3 clusters Score -729413.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -729506.250000 Penalty: 4256.786621
	Iteration 5Q: 3 clusters Score -729506.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -729587.937500 Penalty: 4256.786621
	Iteration 6Q: 3 clusters Score -729587.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -729657.375000 Penalty: 4256.786621
	Iteration 7Q: 3 clusters Score -729657.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -729708.500000 Penalty: 4256.786621
	Iteration 8Q: 3 clusters Score -729708.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -729761.937500 Penalty: 4256.786621
	Iteration 9Q: 3 clusters Score -729761.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -729820.250000 Penalty: 4256.786621
	Iteration 10Q: 3 clusters Score -729820.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -729881.687500 Penalty: 4256.786621
	Iteration 11Q: 3 clusters Score -729881.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -729946.875000 Penalty: 4256.786621
	Iteration 12Q: 3 clusters Score -729946.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -730015.562500 Penalty: 4256.786621
	Iteration 13Q: 3 clusters Score -730015.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -730081.437500 Penalty: 4256.786621
	Iteration 14Q: 3 clusters Score -730081.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -730156.187500 Penalty: 4256.786621
	Iteration 15Q: 3 clusters Score -730156.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -730215.812500 Penalty: 4256.786621
	Iteration 16Q: 3 clusters Score -730215.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -730274.000000 Penalty: 4256.786621
	Iteration 17Q: 3 clusters Score -730274 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -730326.375000 Penalty: 4256.786621
	Iteration 18Q: 3 clusters Score -730326.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -730361.625000 Penalty: 4256.786621
	Iteration 19Q: 3 clusters Score -730361.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -730395.000000 Penalty: 4256.786621
	Iteration 20F: 3 clusters Score -730395 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -730422.125000 Penalty: 4256.786621
	Iteration 21Q: 3 clusters Score -730422.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -730443.500000 Penalty: 4256.786621
	Iteration 22Q: 3 clusters Score -730443.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -730456.812500 Penalty: 4256.786621
	Iteration 23Q: 3 clusters Score -730456.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -730474.375000 Penalty: 4256.786621
	Iteration 24Q: 3 clusters Score -730474.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -730492.062500 Penalty: 4256.786621
	Iteration 25Q: 3 clusters Score -730492.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -730506.125000 Penalty: 4256.786621
	Iteration 26Q: 3 clusters Score -730506.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -730524.000000 Penalty: 4256.786621
	Iteration 27Q: 3 clusters Score -730524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -730543.187500 Penalty: 4256.786621
	Iteration 28Q: 3 clusters Score -730543.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -730561.687500 Penalty: 4256.786621
	Iteration 29Q: 3 clusters Score -730561.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -730578.000000 Penalty: 4256.786621
	Iteration 30Q: 3 clusters Score -730578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -730592.000000 Penalty: 4256.786621
	Iteration 31Q: 3 clusters Score -730592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -730602.625000 Penalty: 4256.786621
	Iteration 32Q: 3 clusters Score -730602.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -730614.375000 Penalty: 4256.786621
	Iteration 33Q: 3 clusters Score -730614.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -730623.000000 Penalty: 4256.786621
	Iteration 34Q: 3 clusters Score -730623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -730628.250000 Penalty: 4256.786621
	Iteration 35Q: 3 clusters Score -730628.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -730633.125000 Penalty: 4256.786621
	Iteration 36Q: 3 clusters Score -730633.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -730636.125000 Penalty: 4256.786621
	Iteration 37Q: 3 clusters Score -730636.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -730636.875000 Penalty: 4256.786621
	Iteration 38Q: 3 clusters Score -730636.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -730637.750000 Penalty: 4256.786621
	Iteration 39Q: 3 clusters Score -730637.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -730641.000000 Penalty: 4256.786621
	Iteration 40F: 3 clusters Score -730641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -730641.437500 Penalty: 4256.786621
	Iteration 41Q: 3 clusters Score -730641.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -730643.625000 Penalty: 4256.786621
	Iteration 42Q: 3 clusters Score -730643.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -730647.312500 Penalty: 4256.786621
	Iteration 43Q: 3 clusters Score -730647.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -730652.187500 Penalty: 4256.786621
	Iteration 44Q: 3 clusters Score -730652.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -730652.937500 Penalty: 4256.786621
	Iteration 45Q: 3 clusters Score -730652.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -730654.062500 Penalty: 4256.786621
	Iteration 46Q: 3 clusters Score -730654.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -730654.062500 Penalty: 4256.786621
	Iteration 47F: 3 clusters Score -730654.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Entering Unmasked Estep 
Score: -1029780.437500 Penalty: 2218.539551
	Iteration 0F: 2 clusters Score -1029780 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 3846 members 
Entering Unmasked Estep 
Score: -1023551.750000 Penalty: 4437.079102
	Iteration 0F: 3 clusters Score -1023552 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1025390.937500 Penalty: 4437.079102
	Iteration 1F: 3 clusters Score -1025391 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1025760.125000 Penalty: 4437.079102
	Iteration 2F: 3 clusters Score -1025760 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1026028.125000 Penalty: 4437.079102
	Iteration 3F: 3 clusters Score -1026028 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1026266.875000 Penalty: 4437.079102
	Iteration 4Q: 3 clusters Score -1026267 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1026497.687500 Penalty: 4437.079102
	Iteration 5Q: 3 clusters Score -1026498 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1026720.187500 Penalty: 4437.079102
	Iteration 6Q: 3 clusters Score -1026720 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1026914.125000 Penalty: 4437.079102
	Iteration 7Q: 3 clusters Score -1026914 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1027095.000000 Penalty: 4437.079102
	Iteration 8Q: 3 clusters Score -1027095 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1027271.500000 Penalty: 4437.079102
	Iteration 9Q: 3 clusters Score -1027272 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1027418.812500 Penalty: 4437.079102
	Iteration 10Q: 3 clusters Score -1027419 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1027561.125000 Penalty: 4437.079102
	Iteration 11Q: 3 clusters Score -1027561 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1027712.750000 Penalty: 4437.079102
	Iteration 12Q: 3 clusters Score -1027713 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1027834.562500 Penalty: 4437.079102
	Iteration 13Q: 3 clusters Score -1027835 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1027941.500000 Penalty: 4437.079102
	Iteration 14Q: 3 clusters Score -1027942 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1028021.437500 Penalty: 4437.079102
	Iteration 15Q: 3 clusters Score -1028021 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1028071.125000 Penalty: 4437.079102
	Iteration 16Q: 3 clusters Score -1028071 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1028115.875000 Penalty: 4437.079102
	Iteration 17Q: 3 clusters Score -1028116 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1028156.812500 Penalty: 4437.079102
	Iteration 18Q: 3 clusters Score -1028157 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1028186.562500 Penalty: 4437.079102
	Iteration 19Q: 3 clusters Score -1028187 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1028222.437500 Penalty: 4437.079102
	Iteration 20F: 3 clusters Score -1028222 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1028258.312500 Penalty: 4437.079102
	Iteration 21Q: 3 clusters Score -1028258 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1028289.500000 Penalty: 4437.079102
	Iteration 22Q: 3 clusters Score -1028290 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1028321.062500 Penalty: 4437.079102
	Iteration 23Q: 3 clusters Score -1028321 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1028354.312500 Penalty: 4437.079102
	Iteration 24Q: 3 clusters Score -1028354 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1028389.375000 Penalty: 4437.079102
	Iteration 25Q: 3 clusters Score -1028389 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1028422.875000 Penalty: 4437.079102
	Iteration 26Q: 3 clusters Score -1028423 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1028459.000000 Penalty: 4437.079102
	Iteration 27Q: 3 clusters Score -1028459 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1028489.125000 Penalty: 4437.079102
	Iteration 28Q: 3 clusters Score -1028489 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1028522.500000 Penalty: 4437.079102
	Iteration 29Q: 3 clusters Score -1028522 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1028566.875000 Penalty: 4437.079102
	Iteration 30Q: 3 clusters Score -1028567 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1028609.562500 Penalty: 4437.079102
	Iteration 31Q: 3 clusters Score -1028610 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1028661.437500 Penalty: 4437.079102
	Iteration 32Q: 3 clusters Score -1028661 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1028707.187500 Penalty: 4437.079102
	Iteration 33Q: 3 clusters Score -1028707 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1028748.625000 Penalty: 4437.079102
	Iteration 34Q: 3 clusters Score -1028749 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1028785.875000 Penalty: 4437.079102
	Iteration 35Q: 3 clusters Score -1028786 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1028816.937500 Penalty: 4437.079102
	Iteration 36Q: 3 clusters Score -1028817 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1028853.125000 Penalty: 4437.079102
	Iteration 37Q: 3 clusters Score -1028853 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1028881.312500 Penalty: 4437.079102
	Iteration 38Q: 3 clusters Score -1028881 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1028900.375000 Penalty: 4437.079102
	Iteration 39Q: 3 clusters Score -1028900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1028922.187500 Penalty: 4437.079102
	Iteration 40F: 3 clusters Score -1028922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1028946.000000 Penalty: 4437.079102
	Iteration 41Q: 3 clusters Score -1028946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1028967.875000 Penalty: 4437.079102
	Iteration 42Q: 3 clusters Score -1028968 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1028990.312500 Penalty: 4437.079102
	Iteration 43Q: 3 clusters Score -1028990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1029003.812500 Penalty: 4437.079102
	Iteration 44Q: 3 clusters Score -1029004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1029013.375000 Penalty: 4437.079102
	Iteration 45Q: 3 clusters Score -1029013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1029021.062500 Penalty: 4437.079102
	Iteration 46Q: 3 clusters Score -1029021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1029024.250000 Penalty: 4437.079102
	Iteration 47Q: 3 clusters Score -1029024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1029024.375000 Penalty: 4437.079102
	Iteration 48Q: 3 clusters Score -1029024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1029025.187500 Penalty: 4437.079102
	Iteration 49Q: 3 clusters Score -1029025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1029025.187500 Penalty: 4437.079102
	Iteration 50F: 3 clusters Score -1029025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Entering Unmasked Estep 
Score: -975428.312500 Penalty: 2204.958496
	Iteration 0F: 2 clusters Score -975428.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -969494.375000 Penalty: 4409.916992
	Iteration 0F: 3 clusters Score -969494.4 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -971119.187500 Penalty: 4409.916992
	Iteration 1F: 3 clusters Score -971119.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -971477.125000 Penalty: 4409.916992
	Iteration 2F: 3 clusters Score -971477.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -971793.437500 Penalty: 4409.916992
	Iteration 3F: 3 clusters Score -971793.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -972032.500000 Penalty: 4409.916992
	Iteration 4F: 3 clusters Score -972032.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -972248.062500 Penalty: 4409.916992
	Iteration 5Q: 3 clusters Score -972248.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -972453.625000 Penalty: 4409.916992
	Iteration 6Q: 3 clusters Score -972453.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -972625.125000 Penalty: 4409.916992
	Iteration 7Q: 3 clusters Score -972625.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -972801.562500 Penalty: 4409.916992
	Iteration 8Q: 3 clusters Score -972801.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -972958.750000 Penalty: 4409.916992
	Iteration 9Q: 3 clusters Score -972958.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -973140.375000 Penalty: 4409.916992
	Iteration 10Q: 3 clusters Score -973140.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -973301.125000 Penalty: 4409.916992
	Iteration 11Q: 3 clusters Score -973301.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -973446.562500 Penalty: 4409.916992
	Iteration 12Q: 3 clusters Score -973446.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -973581.375000 Penalty: 4409.916992
	Iteration 13Q: 3 clusters Score -973581.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -973672.812500 Penalty: 4409.916992
	Iteration 14Q: 3 clusters Score -973672.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -973750.000000 Penalty: 4409.916992
	Iteration 15Q: 3 clusters Score -973750 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -973815.437500 Penalty: 4409.916992
	Iteration 16Q: 3 clusters Score -973815.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -973885.937500 Penalty: 4409.916992
	Iteration 17Q: 3 clusters Score -973885.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -973951.687500 Penalty: 4409.916992
	Iteration 18Q: 3 clusters Score -973951.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -973994.937500 Penalty: 4409.916992
	Iteration 19Q: 3 clusters Score -973994.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -974023.562500 Penalty: 4409.916992
	Iteration 20F: 3 clusters Score -974023.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -974040.312500 Penalty: 4409.916992
	Iteration 21Q: 3 clusters Score -974040.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -974055.500000 Penalty: 4409.916992
	Iteration 22Q: 3 clusters Score -974055.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -974065.250000 Penalty: 4409.916992
	Iteration 23Q: 3 clusters Score -974065.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -974073.875000 Penalty: 4409.916992
	Iteration 24Q: 3 clusters Score -974073.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -974081.250000 Penalty: 4409.916992
	Iteration 25Q: 3 clusters Score -974081.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -974085.875000 Penalty: 4409.916992
	Iteration 26Q: 3 clusters Score -974085.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -974091.812500 Penalty: 4409.916992
	Iteration 27Q: 3 clusters Score -974091.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -974100.687500 Penalty: 4409.916992
	Iteration 28Q: 3 clusters Score -974100.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -974111.562500 Penalty: 4409.916992
	Iteration 29Q: 3 clusters Score -974111.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -974119.375000 Penalty: 4409.916992
	Iteration 30Q: 3 clusters Score -974119.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -974121.937500 Penalty: 4409.916992
	Iteration 31Q: 3 clusters Score -974121.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -974124.437500 Penalty: 4409.916992
	Iteration 32Q: 3 clusters Score -974124.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -974122.437500 Penalty: 4409.916992
	Iteration 33Q: 3 clusters Score -974122.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -974122.437500 Penalty: 4409.916992
	Iteration 34Q: 3 clusters Score -974122.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -974122.000000 Penalty: 4409.916992
	Iteration 35Q: 3 clusters Score -974122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -974124.000000 Penalty: 4409.916992
	Iteration 36Q: 3 clusters Score -974124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -974124.000000 Penalty: 4409.916992
	Iteration 37F: 3 clusters Score -974124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Entering Unmasked Estep 
Score: -748371.312500 Penalty: 2156.485840
	Iteration 0F: 2 clusters Score -748371.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -743274.687500 Penalty: 4312.971680
	Iteration 0F: 3 clusters Score -743274.7 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -745042.812500 Penalty: 4312.971680
	Iteration 1F: 3 clusters Score -745042.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -745802.000000 Penalty: 4312.971680
	Iteration 2F: 3 clusters Score -745802 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -746645.000000 Penalty: 4312.971680
	Iteration 3F: 3 clusters Score -746645 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -747445.562500 Penalty: 4312.971680
	Iteration 4F: 3 clusters Score -747445.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -747965.000000 Penalty: 4312.971680
	Iteration 5F: 3 clusters Score -747965 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -748195.062500 Penalty: 4312.971680
	Iteration 6Q: 3 clusters Score -748195.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -748314.312500 Penalty: 4312.971680
	Iteration 7Q: 3 clusters Score -748314.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -748405.625000 Penalty: 4312.971680
	Iteration 8Q: 3 clusters Score -748405.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -748462.062500 Penalty: 4312.971680
	Iteration 9Q: 3 clusters Score -748462.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -748490.125000 Penalty: 4312.971680
	Iteration 10Q: 3 clusters Score -748490.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -748501.437500 Penalty: 4312.971680
	Iteration 11Q: 3 clusters Score -748501.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -748508.125000 Penalty: 4312.971680
	Iteration 12Q: 3 clusters Score -748508.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -748511.125000 Penalty: 4312.971680
	Iteration 13Q: 3 clusters Score -748511.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -748510.625000 Penalty: 4312.971680
	Iteration 14Q: 3 clusters Score -748510.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -748510.937500 Penalty: 4312.971680
	Iteration 15Q: 3 clusters Score -748510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -748511.312500 Penalty: 4312.971680
	Iteration 16Q: 3 clusters Score -748511.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -748513.562500 Penalty: 4312.971680
	Iteration 17Q: 3 clusters Score -748513.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -748514.437500 Penalty: 4312.971680
	Iteration 18Q: 3 clusters Score -748514.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -748513.812500 Penalty: 4312.971680
	Iteration 19Q: 3 clusters Score -748513.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -748513.812500 Penalty: 4312.971680
	Iteration 20F: 3 clusters Score -748513.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23465 members 
Mstep: Class 4 contains 14140 members 
Mstep: Class 5 contains 50429 members 
Mstep: Class 6 contains 4155 members 
Mstep: Class 7 contains 15583 members 
Mstep: Class 8 contains 199119 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 7675 members 
Mstep: Class 11 contains 7266 members 
Mstep: Class 12 contains 3337 members 
Mstep: Class 13 contains 12608 members 
Mstep: Class 14 contains 9838 members 
Mstep: Class 15 contains 8271 members 
Mstep: Class 16 contains 24887 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 141895 members 
Mstep: Class 19 contains 145154 members 
Mstep: Class 20 contains 29541 members 
Mstep: Class 21 contains 1439 members 
Mstep: Class 22 contains 35711 members 
Mstep: Class 23 contains 17642 members 
Mstep: Class 24 contains 46907 members 
Mstep: Class 25 contains 133334 members 
Mstep: Class 26 contains 46209 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 627 members 
Mstep: Class 29 contains 2639 members 
Entering Unmasked Estep 
Score: -142941712.000000 Penalty: 99736.046875
Splitting cluster 12 changes total score from -142943120.000000 to -142941712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (12608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Entering Unmasked Estep 
Score: -1757600.125000 Penalty: 2341.637695
	Iteration 0F: 2 clusters Score -1757600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1748287.375000 Penalty: 4683.275391
	Iteration 0F: 3 clusters Score -1748287 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1751155.625000 Penalty: 4683.275391
	Iteration 1F: 3 clusters Score -1751156 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1751457.250000 Penalty: 4683.275391
	Iteration 2F: 3 clusters Score -1751457 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1751649.000000 Penalty: 4683.275391
	Iteration 3Q: 3 clusters Score -1751649 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1751767.375000 Penalty: 4683.275391
	Iteration 4Q: 3 clusters Score -1751767 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1751874.875000 Penalty: 4683.275391
	Iteration 5Q: 3 clusters Score -1751875 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1751961.625000 Penalty: 4683.275391
	Iteration 6Q: 3 clusters Score -1751962 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1752033.500000 Penalty: 4683.275391
	Iteration 7Q: 3 clusters Score -1752034 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1752110.125000 Penalty: 4683.275391
	Iteration 8Q: 3 clusters Score -1752110 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1752200.750000 Penalty: 4683.275391
	Iteration 9Q: 3 clusters Score -1752201 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1752290.250000 Penalty: 4683.275391
	Iteration 10Q: 3 clusters Score -1752290 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1752376.375000 Penalty: 4683.275391
	Iteration 11Q: 3 clusters Score -1752376 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1752490.375000 Penalty: 4683.275391
	Iteration 12Q: 3 clusters Score -1752490 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1752624.250000 Penalty: 4683.275391
	Iteration 13Q: 3 clusters Score -1752624 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1752812.250000 Penalty: 4683.275391
	Iteration 14Q: 3 clusters Score -1752812 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1753064.375000 Penalty: 4683.275391
	Iteration 15Q: 3 clusters Score -1753064 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1753355.375000 Penalty: 4683.275391
	Iteration 16Q: 3 clusters Score -1753355 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1753706.125000 Penalty: 4683.275391
	Iteration 17Q: 3 clusters Score -1753706 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1754084.375000 Penalty: 4683.275391
	Iteration 18Q: 3 clusters Score -1754084 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1754440.500000 Penalty: 4683.275391
	Iteration 19Q: 3 clusters Score -1754440 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1754731.875000 Penalty: 4683.275391
	Iteration 20F: 3 clusters Score -1754732 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1754960.125000 Penalty: 4683.275391
	Iteration 21Q: 3 clusters Score -1754960 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1755131.750000 Penalty: 4683.275391
	Iteration 22Q: 3 clusters Score -1755132 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1755254.750000 Penalty: 4683.275391
	Iteration 23Q: 3 clusters Score -1755255 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1755347.750000 Penalty: 4683.275391
	Iteration 24Q: 3 clusters Score -1755348 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1755404.000000 Penalty: 4683.275391
	Iteration 25Q: 3 clusters Score -1755404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1755438.250000 Penalty: 4683.275391
	Iteration 26Q: 3 clusters Score -1755438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1755458.125000 Penalty: 4683.275391
	Iteration 27Q: 3 clusters Score -1755458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1755478.875000 Penalty: 4683.275391
	Iteration 28Q: 3 clusters Score -1755479 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1755503.875000 Penalty: 4683.275391
	Iteration 29Q: 3 clusters Score -1755504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1755521.125000 Penalty: 4683.275391
	Iteration 30Q: 3 clusters Score -1755521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1755530.500000 Penalty: 4683.275391
	Iteration 31Q: 3 clusters Score -1755530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1755543.750000 Penalty: 4683.275391
	Iteration 32Q: 3 clusters Score -1755544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1755547.750000 Penalty: 4683.275391
	Iteration 33Q: 3 clusters Score -1755548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1755553.250000 Penalty: 4683.275391
	Iteration 34Q: 3 clusters Score -1755553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1755560.250000 Penalty: 4683.275391
	Iteration 35Q: 3 clusters Score -1755560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1755573.500000 Penalty: 4683.275391
	Iteration 36Q: 3 clusters Score -1755574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1755586.375000 Penalty: 4683.275391
	Iteration 37Q: 3 clusters Score -1755586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1755596.125000 Penalty: 4683.275391
	Iteration 38Q: 3 clusters Score -1755596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1755603.125000 Penalty: 4683.275391
	Iteration 39Q: 3 clusters Score -1755603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1755603.375000 Penalty: 4683.275391
	Iteration 40F: 3 clusters Score -1755603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1755610.500000 Penalty: 4683.275391
	Iteration 41Q: 3 clusters Score -1755610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1755615.750000 Penalty: 4683.275391
	Iteration 42Q: 3 clusters Score -1755616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1755620.500000 Penalty: 4683.275391
	Iteration 43Q: 3 clusters Score -1755620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1755623.750000 Penalty: 4683.275391
	Iteration 44Q: 3 clusters Score -1755624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1755627.250000 Penalty: 4683.275391
	Iteration 45Q: 3 clusters Score -1755627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1755627.250000 Penalty: 4683.275391
	Iteration 46Q: 3 clusters Score -1755627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1755627.250000 Penalty: 4683.275391
	Iteration 47F: 3 clusters Score -1755627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Entering Unmasked Estep 
Score: -1327858.250000 Penalty: 2280.114014
	Iteration 0F: 2 clusters Score -1327858 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 4951 members 
Entering Unmasked Estep 
Score: -1320240.625000 Penalty: 4560.228027
	Iteration 0F: 3 clusters Score -1320241 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1322515.750000 Penalty: 4560.228027
	Iteration 1F: 3 clusters Score -1322516 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1322835.125000 Penalty: 4560.228027
	Iteration 2F: 3 clusters Score -1322835 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1323075.500000 Penalty: 4560.228027
	Iteration 3F: 3 clusters Score -1323076 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1323272.000000 Penalty: 4560.228027
	Iteration 4Q: 3 clusters Score -1323272 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1323437.375000 Penalty: 4560.228027
	Iteration 5Q: 3 clusters Score -1323437 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1323578.375000 Penalty: 4560.228027
	Iteration 6Q: 3 clusters Score -1323578 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1323711.875000 Penalty: 4560.228027
	Iteration 7Q: 3 clusters Score -1323712 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1323861.750000 Penalty: 4560.228027
	Iteration 8Q: 3 clusters Score -1323862 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1324038.500000 Penalty: 4560.228027
	Iteration 9Q: 3 clusters Score -1324038 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1324296.750000 Penalty: 4560.228027
	Iteration 10Q: 3 clusters Score -1324297 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1324574.250000 Penalty: 4560.228027
	Iteration 11Q: 3 clusters Score -1324574 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1324882.250000 Penalty: 4560.228027
	Iteration 12Q: 3 clusters Score -1324882 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1325108.750000 Penalty: 4560.228027
	Iteration 13Q: 3 clusters Score -1325109 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1325284.250000 Penalty: 4560.228027
	Iteration 14Q: 3 clusters Score -1325284 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1325406.875000 Penalty: 4560.228027
	Iteration 15Q: 3 clusters Score -1325407 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1325502.250000 Penalty: 4560.228027
	Iteration 16Q: 3 clusters Score -1325502 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1325579.875000 Penalty: 4560.228027
	Iteration 17Q: 3 clusters Score -1325580 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1325648.125000 Penalty: 4560.228027
	Iteration 18Q: 3 clusters Score -1325648 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1325691.000000 Penalty: 4560.228027
	Iteration 19Q: 3 clusters Score -1325691 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1325728.000000 Penalty: 4560.228027
	Iteration 20F: 3 clusters Score -1325728 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1325759.625000 Penalty: 4560.228027
	Iteration 21Q: 3 clusters Score -1325760 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1325786.750000 Penalty: 4560.228027
	Iteration 22Q: 3 clusters Score -1325787 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1325807.250000 Penalty: 4560.228027
	Iteration 23Q: 3 clusters Score -1325807 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1325828.375000 Penalty: 4560.228027
	Iteration 24Q: 3 clusters Score -1325828 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1325850.125000 Penalty: 4560.228027
	Iteration 25Q: 3 clusters Score -1325850 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1325868.500000 Penalty: 4560.228027
	Iteration 26Q: 3 clusters Score -1325868 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1325894.500000 Penalty: 4560.228027
	Iteration 27Q: 3 clusters Score -1325894 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1325923.625000 Penalty: 4560.228027
	Iteration 28Q: 3 clusters Score -1325924 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1325943.000000 Penalty: 4560.228027
	Iteration 29Q: 3 clusters Score -1325943 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1325968.125000 Penalty: 4560.228027
	Iteration 30Q: 3 clusters Score -1325968 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1325997.625000 Penalty: 4560.228027
	Iteration 31Q: 3 clusters Score -1325998 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1326024.750000 Penalty: 4560.228027
	Iteration 32Q: 3 clusters Score -1326025 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1326036.625000 Penalty: 4560.228027
	Iteration 33Q: 3 clusters Score -1326037 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1326052.250000 Penalty: 4560.228027
	Iteration 34Q: 3 clusters Score -1326052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1326059.875000 Penalty: 4560.228027
	Iteration 35Q: 3 clusters Score -1326060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1326075.000000 Penalty: 4560.228027
	Iteration 36Q: 3 clusters Score -1326075 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1326083.000000 Penalty: 4560.228027
	Iteration 37Q: 3 clusters Score -1326083 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1326094.000000 Penalty: 4560.228027
	Iteration 38Q: 3 clusters Score -1326094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1326098.875000 Penalty: 4560.228027
	Iteration 39Q: 3 clusters Score -1326099 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1326106.500000 Penalty: 4560.228027
	Iteration 40F: 3 clusters Score -1326106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1326112.875000 Penalty: 4560.228027
	Iteration 41Q: 3 clusters Score -1326113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1326120.625000 Penalty: 4560.228027
	Iteration 42Q: 3 clusters Score -1326121 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1326130.125000 Penalty: 4560.228027
	Iteration 43Q: 3 clusters Score -1326130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1326133.125000 Penalty: 4560.228027
	Iteration 44Q: 3 clusters Score -1326133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1326139.500000 Penalty: 4560.228027
	Iteration 45Q: 3 clusters Score -1326140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1326146.625000 Penalty: 4560.228027
	Iteration 46Q: 3 clusters Score -1326147 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1326156.750000 Penalty: 4560.228027
	Iteration 47Q: 3 clusters Score -1326157 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1326164.250000 Penalty: 4560.228027
	Iteration 48Q: 3 clusters Score -1326164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1326169.250000 Penalty: 4560.228027
	Iteration 49Q: 3 clusters Score -1326169 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1326173.875000 Penalty: 4560.228027
	Iteration 50Q: 3 clusters Score -1326174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1326183.250000 Penalty: 4560.228027
	Iteration 51Q: 3 clusters Score -1326183 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1326194.625000 Penalty: 4560.228027
	Iteration 52Q: 3 clusters Score -1326195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1326202.125000 Penalty: 4560.228027
	Iteration 53Q: 3 clusters Score -1326202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1326208.625000 Penalty: 4560.228027
	Iteration 54Q: 3 clusters Score -1326209 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1326225.750000 Penalty: 4560.228027
	Iteration 55Q: 3 clusters Score -1326226 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1326238.000000 Penalty: 4560.228027
	Iteration 56Q: 3 clusters Score -1326238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1326254.750000 Penalty: 4560.228027
	Iteration 57Q: 3 clusters Score -1326255 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1326270.125000 Penalty: 4560.228027
	Iteration 58Q: 3 clusters Score -1326270 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1326282.500000 Penalty: 4560.228027
	Iteration 59Q: 3 clusters Score -1326282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1326295.125000 Penalty: 4560.228027
	Iteration 60F: 3 clusters Score -1326295 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1326306.500000 Penalty: 4560.228027
	Iteration 61Q: 3 clusters Score -1326306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1326316.500000 Penalty: 4560.228027
	Iteration 62Q: 3 clusters Score -1326316 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1326329.125000 Penalty: 4560.228027
	Iteration 63Q: 3 clusters Score -1326329 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1326342.250000 Penalty: 4560.228027
	Iteration 64Q: 3 clusters Score -1326342 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1326361.375000 Penalty: 4560.228027
	Iteration 65Q: 3 clusters Score -1326361 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1326365.250000 Penalty: 4560.228027
	Iteration 66Q: 3 clusters Score -1326365 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1326374.000000 Penalty: 4560.228027
	Iteration 67Q: 3 clusters Score -1326374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1326387.000000 Penalty: 4560.228027
	Iteration 68Q: 3 clusters Score -1326387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1326397.000000 Penalty: 4560.228027
	Iteration 69Q: 3 clusters Score -1326397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1326403.000000 Penalty: 4560.228027
	Iteration 70Q: 3 clusters Score -1326403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1326409.250000 Penalty: 4560.228027
	Iteration 71Q: 3 clusters Score -1326409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1326413.750000 Penalty: 4560.228027
	Iteration 72Q: 3 clusters Score -1326414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1326420.500000 Penalty: 4560.228027
	Iteration 73Q: 3 clusters Score -1326420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1326423.625000 Penalty: 4560.228027
	Iteration 74Q: 3 clusters Score -1326424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1326427.625000 Penalty: 4560.228027
	Iteration 75Q: 3 clusters Score -1326428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1326436.000000 Penalty: 4560.228027
	Iteration 76Q: 3 clusters Score -1326436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1326443.125000 Penalty: 4560.228027
	Iteration 77Q: 3 clusters Score -1326443 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1326446.250000 Penalty: 4560.228027
	Iteration 78Q: 3 clusters Score -1326446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1326455.625000 Penalty: 4560.228027
	Iteration 79Q: 3 clusters Score -1326456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1326453.875000 Penalty: 4560.228027
	Iteration 80F: 3 clusters Score -1326454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1326464.250000 Penalty: 4560.228027
	Iteration 81Q: 3 clusters Score -1326464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1326471.125000 Penalty: 4560.228027
	Iteration 82Q: 3 clusters Score -1326471 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1326487.000000 Penalty: 4560.228027
	Iteration 83Q: 3 clusters Score -1326487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1326494.875000 Penalty: 4560.228027
	Iteration 84Q: 3 clusters Score -1326495 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1326500.750000 Penalty: 4560.228027
	Iteration 85Q: 3 clusters Score -1326501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1326508.625000 Penalty: 4560.228027
	Iteration 86Q: 3 clusters Score -1326509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1326517.125000 Penalty: 4560.228027
	Iteration 87Q: 3 clusters Score -1326517 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1326524.375000 Penalty: 4560.228027
	Iteration 88Q: 3 clusters Score -1326524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1326526.375000 Penalty: 4560.228027
	Iteration 89Q: 3 clusters Score -1326526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1326533.125000 Penalty: 4560.228027
	Iteration 90Q: 3 clusters Score -1326533 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1326540.875000 Penalty: 4560.228027
	Iteration 91Q: 3 clusters Score -1326541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1326549.250000 Penalty: 4560.228027
	Iteration 92Q: 3 clusters Score -1326549 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1326561.375000 Penalty: 4560.228027
	Iteration 93Q: 3 clusters Score -1326561 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1326580.750000 Penalty: 4560.228027
	Iteration 94Q: 3 clusters Score -1326581 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1326595.750000 Penalty: 4560.228027
	Iteration 95Q: 3 clusters Score -1326596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1326618.000000 Penalty: 4560.228027
	Iteration 96Q: 3 clusters Score -1326618 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1326638.125000 Penalty: 4560.228027
	Iteration 97Q: 3 clusters Score -1326638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1326656.500000 Penalty: 4560.228027
	Iteration 98Q: 3 clusters Score -1326656 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1326688.125000 Penalty: 4560.228027
	Iteration 99Q: 3 clusters Score -1326688 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1326715.875000 Penalty: 4560.228027
	Iteration 100F: 3 clusters Score -1326716 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1326746.750000 Penalty: 4560.228027
	Iteration 101Q: 3 clusters Score -1326747 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1326776.750000 Penalty: 4560.228027
	Iteration 102Q: 3 clusters Score -1326777 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1326822.125000 Penalty: 4560.228027
	Iteration 103Q: 3 clusters Score -1326822 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1326862.625000 Penalty: 4560.228027
	Iteration 104Q: 3 clusters Score -1326863 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1326919.875000 Penalty: 4560.228027
	Iteration 105Q: 3 clusters Score -1326920 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1327003.125000 Penalty: 4560.228027
	Iteration 106Q: 3 clusters Score -1327003 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1327061.375000 Penalty: 4560.228027
	Iteration 107Q: 3 clusters Score -1327061 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1327093.750000 Penalty: 4560.228027
	Iteration 108Q: 3 clusters Score -1327094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1327114.125000 Penalty: 4560.228027
	Iteration 109Q: 3 clusters Score -1327114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1327125.000000 Penalty: 4560.228027
	Iteration 110Q: 3 clusters Score -1327125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1327130.625000 Penalty: 4560.228027
	Iteration 111Q: 3 clusters Score -1327131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1327135.875000 Penalty: 4560.228027
	Iteration 112Q: 3 clusters Score -1327136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1327138.750000 Penalty: 4560.228027
	Iteration 113Q: 3 clusters Score -1327139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1327139.250000 Penalty: 4560.228027
	Iteration 114Q: 3 clusters Score -1327139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1327144.250000 Penalty: 4560.228027
	Iteration 115Q: 3 clusters Score -1327144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1327143.875000 Penalty: 4560.228027
	Iteration 116Q: 3 clusters Score -1327144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1327143.875000 Penalty: 4560.228027
	Iteration 117F: 3 clusters Score -1327144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Entering Unmasked Estep 
Score: -1133717.250000 Penalty: 2237.086670
	Iteration 0F: 2 clusters Score -1133717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1127152.250000 Penalty: 4474.173340
	Iteration 0F: 3 clusters Score -1127152 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1128966.750000 Penalty: 4474.173340
	Iteration 1F: 3 clusters Score -1128967 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1129288.625000 Penalty: 4474.173340
	Iteration 2F: 3 clusters Score -1129289 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1129528.250000 Penalty: 4474.173340
	Iteration 3F: 3 clusters Score -1129528 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1129727.625000 Penalty: 4474.173340
	Iteration 4Q: 3 clusters Score -1129728 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1129909.000000 Penalty: 4474.173340
	Iteration 5Q: 3 clusters Score -1129909 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1130069.875000 Penalty: 4474.173340
	Iteration 6Q: 3 clusters Score -1130070 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1130235.250000 Penalty: 4474.173340
	Iteration 7Q: 3 clusters Score -1130235 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1130389.625000 Penalty: 4474.173340
	Iteration 8Q: 3 clusters Score -1130390 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1130526.125000 Penalty: 4474.173340
	Iteration 9Q: 3 clusters Score -1130526 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1130637.875000 Penalty: 4474.173340
	Iteration 10Q: 3 clusters Score -1130638 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1130739.625000 Penalty: 4474.173340
	Iteration 11Q: 3 clusters Score -1130740 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1130822.625000 Penalty: 4474.173340
	Iteration 12Q: 3 clusters Score -1130823 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1130908.000000 Penalty: 4474.173340
	Iteration 13Q: 3 clusters Score -1130908 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1130981.000000 Penalty: 4474.173340
	Iteration 14Q: 3 clusters Score -1130981 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1131056.875000 Penalty: 4474.173340
	Iteration 15Q: 3 clusters Score -1131057 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1131117.625000 Penalty: 4474.173340
	Iteration 16Q: 3 clusters Score -1131118 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1131168.875000 Penalty: 4474.173340
	Iteration 17Q: 3 clusters Score -1131169 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1131214.000000 Penalty: 4474.173340
	Iteration 18Q: 3 clusters Score -1131214 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1131258.125000 Penalty: 4474.173340
	Iteration 19Q: 3 clusters Score -1131258 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1131303.375000 Penalty: 4474.173340
	Iteration 20F: 3 clusters Score -1131303 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1131354.750000 Penalty: 4474.173340
	Iteration 21Q: 3 clusters Score -1131355 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1131402.750000 Penalty: 4474.173340
	Iteration 22Q: 3 clusters Score -1131403 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1131446.875000 Penalty: 4474.173340
	Iteration 23Q: 3 clusters Score -1131447 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1131478.625000 Penalty: 4474.173340
	Iteration 24Q: 3 clusters Score -1131479 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1131506.375000 Penalty: 4474.173340
	Iteration 25Q: 3 clusters Score -1131506 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1131530.875000 Penalty: 4474.173340
	Iteration 26Q: 3 clusters Score -1131531 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1131552.875000 Penalty: 4474.173340
	Iteration 27Q: 3 clusters Score -1131553 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1131574.250000 Penalty: 4474.173340
	Iteration 28Q: 3 clusters Score -1131574 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1131606.625000 Penalty: 4474.173340
	Iteration 29Q: 3 clusters Score -1131607 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1131648.500000 Penalty: 4474.173340
	Iteration 30Q: 3 clusters Score -1131648 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1131688.125000 Penalty: 4474.173340
	Iteration 31Q: 3 clusters Score -1131688 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1131738.625000 Penalty: 4474.173340
	Iteration 32Q: 3 clusters Score -1131739 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1131780.750000 Penalty: 4474.173340
	Iteration 33Q: 3 clusters Score -1131781 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1131842.000000 Penalty: 4474.173340
	Iteration 34Q: 3 clusters Score -1131842 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1131875.500000 Penalty: 4474.173340
	Iteration 35Q: 3 clusters Score -1131876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1131911.125000 Penalty: 4474.173340
	Iteration 36Q: 3 clusters Score -1131911 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1131941.250000 Penalty: 4474.173340
	Iteration 37Q: 3 clusters Score -1131941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1131966.375000 Penalty: 4474.173340
	Iteration 38Q: 3 clusters Score -1131966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1131981.750000 Penalty: 4474.173340
	Iteration 39Q: 3 clusters Score -1131982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1131994.500000 Penalty: 4474.173340
	Iteration 40F: 3 clusters Score -1131994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1132001.375000 Penalty: 4474.173340
	Iteration 41Q: 3 clusters Score -1132001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1132013.125000 Penalty: 4474.173340
	Iteration 42Q: 3 clusters Score -1132013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1132018.250000 Penalty: 4474.173340
	Iteration 43Q: 3 clusters Score -1132018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1132024.625000 Penalty: 4474.173340
	Iteration 44Q: 3 clusters Score -1132025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1132029.750000 Penalty: 4474.173340
	Iteration 45Q: 3 clusters Score -1132030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1132036.250000 Penalty: 4474.173340
	Iteration 46Q: 3 clusters Score -1132036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1132039.375000 Penalty: 4474.173340
	Iteration 47Q: 3 clusters Score -1132039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1132047.250000 Penalty: 4474.173340
	Iteration 48Q: 3 clusters Score -1132047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1132056.625000 Penalty: 4474.173340
	Iteration 49Q: 3 clusters Score -1132057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1132057.375000 Penalty: 4474.173340
	Iteration 50Q: 3 clusters Score -1132057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1132062.125000 Penalty: 4474.173340
	Iteration 51Q: 3 clusters Score -1132062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1132061.500000 Penalty: 4474.173340
	Iteration 52Q: 3 clusters Score -1132062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1132061.750000 Penalty: 4474.173340
	Iteration 53Q: 3 clusters Score -1132062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1132065.375000 Penalty: 4474.173340
	Iteration 54Q: 3 clusters Score -1132065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1132067.625000 Penalty: 4474.173340
	Iteration 55Q: 3 clusters Score -1132068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1132068.875000 Penalty: 4474.173340
	Iteration 56Q: 3 clusters Score -1132069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1132069.125000 Penalty: 4474.173340
	Iteration 57Q: 3 clusters Score -1132069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1132070.500000 Penalty: 4474.173340
	Iteration 58Q: 3 clusters Score -1132070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1132072.000000 Penalty: 4474.173340
	Iteration 59Q: 3 clusters Score -1132072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1132074.625000 Penalty: 4474.173340
	Iteration 60F: 3 clusters Score -1132075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1132078.375000 Penalty: 4474.173340
	Iteration 61Q: 3 clusters Score -1132078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1132080.625000 Penalty: 4474.173340
	Iteration 62Q: 3 clusters Score -1132081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1132081.375000 Penalty: 4474.173340
	Iteration 63Q: 3 clusters Score -1132081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1132083.375000 Penalty: 4474.173340
	Iteration 64Q: 3 clusters Score -1132083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1132084.375000 Penalty: 4474.173340
	Iteration 65Q: 3 clusters Score -1132084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1132084.375000 Penalty: 4474.173340
	Iteration 66Q: 3 clusters Score -1132084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1132084.375000 Penalty: 4474.173340
	Iteration 67F: 3 clusters Score -1132084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Entering Unmasked Estep 
Score: -3402488.250000 Penalty: 2510.281006
	Iteration 0F: 2 clusters Score -3402488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -3385300.500000 Penalty: 5020.562012
	Iteration 0F: 3 clusters Score -3385300 nChanged 11104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -3391450.500000 Penalty: 5020.562012
	Iteration 1F: 3 clusters Score -3391450 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -3392198.250000 Penalty: 5020.562012
	Iteration 2F: 3 clusters Score -3392198 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -3393003.000000 Penalty: 5020.562012
	Iteration 3F: 3 clusters Score -3393003 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -3393890.500000 Penalty: 5020.562012
	Iteration 4F: 3 clusters Score -3393890 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -3394964.750000 Penalty: 5020.562012
	Iteration 5F: 3 clusters Score -3394965 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -3396015.000000 Penalty: 5020.562012
	Iteration 6F: 3 clusters Score -3396015 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -3396900.250000 Penalty: 5020.562012
	Iteration 7F: 3 clusters Score -3396900 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3397641.500000 Penalty: 5020.562012
	Iteration 8F: 3 clusters Score -3397642 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3398290.750000 Penalty: 5020.562012
	Iteration 9Q: 3 clusters Score -3398291 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -3398786.750000 Penalty: 5020.562012
	Iteration 10Q: 3 clusters Score -3398787 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -3399183.250000 Penalty: 5020.562012
	Iteration 11Q: 3 clusters Score -3399183 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -3399589.250000 Penalty: 5020.562012
	Iteration 12Q: 3 clusters Score -3399589 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -3400021.250000 Penalty: 5020.562012
	Iteration 13Q: 3 clusters Score -3400021 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -3400443.750000 Penalty: 5020.562012
	Iteration 14Q: 3 clusters Score -3400444 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -3400862.750000 Penalty: 5020.562012
	Iteration 15Q: 3 clusters Score -3400863 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -3401232.750000 Penalty: 5020.562012
	Iteration 16Q: 3 clusters Score -3401233 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -3401518.250000 Penalty: 5020.562012
	Iteration 17Q: 3 clusters Score -3401518 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -3401691.500000 Penalty: 5020.562012
	Iteration 18Q: 3 clusters Score -3401692 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -3401815.750000 Penalty: 5020.562012
	Iteration 19Q: 3 clusters Score -3401816 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -3401912.750000 Penalty: 5020.562012
	Iteration 20F: 3 clusters Score -3401913 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -3401985.500000 Penalty: 5020.562012
	Iteration 21Q: 3 clusters Score -3401986 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -3402050.250000 Penalty: 5020.562012
	Iteration 22Q: 3 clusters Score -3402050 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -3402100.500000 Penalty: 5020.562012
	Iteration 23Q: 3 clusters Score -3402100 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -3402149.500000 Penalty: 5020.562012
	Iteration 24Q: 3 clusters Score -3402150 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -3402178.500000 Penalty: 5020.562012
	Iteration 25Q: 3 clusters Score -3402178 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -3402212.500000 Penalty: 5020.562012
	Iteration 26Q: 3 clusters Score -3402212 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -3402232.750000 Penalty: 5020.562012
	Iteration 27Q: 3 clusters Score -3402233 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -3402251.500000 Penalty: 5020.562012
	Iteration 28Q: 3 clusters Score -3402252 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -3402261.500000 Penalty: 5020.562012
	Iteration 29Q: 3 clusters Score -3402262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -3402279.000000 Penalty: 5020.562012
	Iteration 30Q: 3 clusters Score -3402279 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -3402290.750000 Penalty: 5020.562012
	Iteration 31Q: 3 clusters Score -3402291 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -3402293.250000 Penalty: 5020.562012
	Iteration 32Q: 3 clusters Score -3402293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -3402298.250000 Penalty: 5020.562012
	Iteration 33Q: 3 clusters Score -3402298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -3402302.750000 Penalty: 5020.562012
	Iteration 34Q: 3 clusters Score -3402303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -3402299.000000 Penalty: 5020.562012
	Iteration 35Q: 3 clusters Score -3402299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -3402294.250000 Penalty: 5020.562012
	Iteration 36Q: 3 clusters Score -3402294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -3402307.250000 Penalty: 5020.562012
	Iteration 37Q: 3 clusters Score -3402307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -3402305.500000 Penalty: 5020.562012
	Iteration 38Q: 3 clusters Score -3402306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -3402302.750000 Penalty: 5020.562012
	Iteration 39Q: 3 clusters Score -3402303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -3402306.750000 Penalty: 5020.562012
	Iteration 40F: 3 clusters Score -3402307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -3402308.500000 Penalty: 5020.562012
	Iteration 41Q: 3 clusters Score -3402308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -3402311.750000 Penalty: 5020.562012
	Iteration 42Q: 3 clusters Score -3402312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -3402304.750000 Penalty: 5020.562012
	Iteration 43Q: 3 clusters Score -3402305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -3402300.000000 Penalty: 5020.562012
	Iteration 44Q: 3 clusters Score -3402300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -3402304.000000 Penalty: 5020.562012
	Iteration 45Q: 3 clusters Score -3402304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -3402299.500000 Penalty: 5020.562012
	Iteration 46Q: 3 clusters Score -3402300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -3402296.750000 Penalty: 5020.562012
	Iteration 47Q: 3 clusters Score -3402297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -3402299.250000 Penalty: 5020.562012
	Iteration 48Q: 3 clusters Score -3402299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -3402299.250000 Penalty: 5020.562012
	Iteration 49F: 3 clusters Score -3402299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Entering Unmasked Estep 
Score: -397163.062500 Penalty: 1986.239502
	Iteration 0F: 2 clusters Score -397163.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -393913.531250 Penalty: 3972.479004
	Iteration 0F: 3 clusters Score -393913.5 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -394542.687500 Penalty: 3972.479004
	Iteration 1F: 3 clusters Score -394542.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -394661.843750 Penalty: 3972.479004
	Iteration 2F: 3 clusters Score -394661.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -394733.062500 Penalty: 3972.479004
	Iteration 3Q: 3 clusters Score -394733.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -394794.937500 Penalty: 3972.479004
	Iteration 4Q: 3 clusters Score -394794.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -394851.093750 Penalty: 3972.479004
	Iteration 5Q: 3 clusters Score -394851.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -394887.156250 Penalty: 3972.479004
	Iteration 6Q: 3 clusters Score -394887.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -394918.062500 Penalty: 3972.479004
	Iteration 7Q: 3 clusters Score -394918.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -394950.375000 Penalty: 3972.479004
	Iteration 8Q: 3 clusters Score -394950.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -394981.406250 Penalty: 3972.479004
	Iteration 9Q: 3 clusters Score -394981.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -395009.562500 Penalty: 3972.479004
	Iteration 10Q: 3 clusters Score -395009.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -395038.437500 Penalty: 3972.479004
	Iteration 11Q: 3 clusters Score -395038.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -395061.718750 Penalty: 3972.479004
	Iteration 12Q: 3 clusters Score -395061.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -395085.625000 Penalty: 3972.479004
	Iteration 13Q: 3 clusters Score -395085.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -395110.312500 Penalty: 3972.479004
	Iteration 14Q: 3 clusters Score -395110.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -395137.875000 Penalty: 3972.479004
	Iteration 15Q: 3 clusters Score -395137.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -395171.312500 Penalty: 3972.479004
	Iteration 16Q: 3 clusters Score -395171.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -395213.468750 Penalty: 3972.479004
	Iteration 17Q: 3 clusters Score -395213.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -395248.375000 Penalty: 3972.479004
	Iteration 18Q: 3 clusters Score -395248.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -395282.437500 Penalty: 3972.479004
	Iteration 19Q: 3 clusters Score -395282.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -395325.531250 Penalty: 3972.479004
	Iteration 20F: 3 clusters Score -395325.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -395374.468750 Penalty: 3972.479004
	Iteration 21Q: 3 clusters Score -395374.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -395410.468750 Penalty: 3972.479004
	Iteration 22Q: 3 clusters Score -395410.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -395450.093750 Penalty: 3972.479004
	Iteration 23Q: 3 clusters Score -395450.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -395489.750000 Penalty: 3972.479004
	Iteration 24Q: 3 clusters Score -395489.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -395527.312500 Penalty: 3972.479004
	Iteration 25Q: 3 clusters Score -395527.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -395565.937500 Penalty: 3972.479004
	Iteration 26Q: 3 clusters Score -395565.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -395597.875000 Penalty: 3972.479004
	Iteration 27Q: 3 clusters Score -395597.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -395629.468750 Penalty: 3972.479004
	Iteration 28Q: 3 clusters Score -395629.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -395657.500000 Penalty: 3972.479004
	Iteration 29Q: 3 clusters Score -395657.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -395682.375000 Penalty: 3972.479004
	Iteration 30Q: 3 clusters Score -395682.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -395704.468750 Penalty: 3972.479004
	Iteration 31Q: 3 clusters Score -395704.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -395724.343750 Penalty: 3972.479004
	Iteration 32Q: 3 clusters Score -395724.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -395741.031250 Penalty: 3972.479004
	Iteration 33Q: 3 clusters Score -395741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -395750.187500 Penalty: 3972.479004
	Iteration 34Q: 3 clusters Score -395750.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -395767.781250 Penalty: 3972.479004
	Iteration 35Q: 3 clusters Score -395767.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -395778.093750 Penalty: 3972.479004
	Iteration 36Q: 3 clusters Score -395778.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -395784.718750 Penalty: 3972.479004
	Iteration 37Q: 3 clusters Score -395784.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -395790.156250 Penalty: 3972.479004
	Iteration 38Q: 3 clusters Score -395790.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -395793.687500 Penalty: 3972.479004
	Iteration 39Q: 3 clusters Score -395793.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -395794.031250 Penalty: 3972.479004
	Iteration 40F: 3 clusters Score -395794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (141895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141895 members 
Entering Unmasked Estep 
Score: -19638578.000000 Penalty: 2941.984863
	Iteration 0F: 2 clusters Score -1.963858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70761 members 
Mstep: Class 2 contains 71134 members 
Entering Unmasked Estep 
Score: -19545440.000000 Penalty: 5883.969727
	Iteration 0F: 3 clusters Score -1.954544e+07 nChanged 67820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70037 members 
Mstep: Class 2 contains 71858 members 
Entering Unmasked Estep 
Score: -19584484.000000 Penalty: 5883.969727
	Iteration 1F: 3 clusters Score -1.958448e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69251 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
Score: -19585210.000000 Penalty: 5883.969727
	Iteration 2Q: 3 clusters Score -1.958521e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68130 members 
Mstep: Class 2 contains 73765 members 
Entering Unmasked Estep 
Score: -19585838.000000 Penalty: 5883.969727
	Iteration 3Q: 3 clusters Score -1.958584e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66317 members 
Mstep: Class 2 contains 75578 members 
Entering Unmasked Estep 
Score: -19586662.000000 Penalty: 5883.969727
	Iteration 4Q: 3 clusters Score -1.958666e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63482 members 
Mstep: Class 2 contains 78413 members 
Entering Unmasked Estep 
Score: -19587986.000000 Penalty: 5883.969727
	Iteration 5Q: 3 clusters Score -1.958799e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 82657 members 
Entering Unmasked Estep 
Score: -19589896.000000 Penalty: 5883.969727
	Iteration 6Q: 3 clusters Score -1.95899e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53090 members 
Mstep: Class 2 contains 88805 members 
Entering Unmasked Estep 
Score: -19593284.000000 Penalty: 5883.969727
	Iteration 7Q: 3 clusters Score -1.959328e+07 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 97501 members 
Entering Unmasked Estep 
Score: -19599080.000000 Penalty: 5883.969727
	Iteration 8F: 3 clusters Score -1.959908e+07 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 108342 members 
Entering Unmasked Estep 
Score: -19607924.000000 Penalty: 5883.969727
	Iteration 9F: 3 clusters Score -1.960792e+07 nChanged 11342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 119676 members 
Entering Unmasked Estep 
Score: -19618074.000000 Penalty: 5883.969727
	Iteration 10F: 3 clusters Score -1.961807e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 129082 members 
Entering Unmasked Estep 
Score: -19626050.000000 Penalty: 5883.969727
	Iteration 11F: 3 clusters Score -1.962605e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 135135 members 
Entering Unmasked Estep 
Score: -19631058.000000 Penalty: 5883.969727
	Iteration 12Q: 3 clusters Score -1.963106e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 138306 members 
Entering Unmasked Estep 
Score: -19633500.000000 Penalty: 5883.969727
	Iteration 13Q: 3 clusters Score -1.96335e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 139837 members 
Entering Unmasked Estep 
Score: -19634752.000000 Penalty: 5883.969727
	Iteration 14Q: 3 clusters Score -1.963475e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 140537 members 
Entering Unmasked Estep 
Score: -19635344.000000 Penalty: 5883.969727
	Iteration 15Q: 3 clusters Score -1.963534e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 140866 members 
Entering Unmasked Estep 
Score: -19635668.000000 Penalty: 5883.969727
	Iteration 16Q: 3 clusters Score -1.963567e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 141013 members 
Entering Unmasked Estep 
Score: -19635786.000000 Penalty: 5883.969727
	Iteration 17Q: 3 clusters Score -1.963579e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 141108 members 
Entering Unmasked Estep 
Score: -19635898.000000 Penalty: 5883.969727
	Iteration 18Q: 3 clusters Score -1.96359e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 141173 members 
Entering Unmasked Estep 
Score: -19635980.000000 Penalty: 5883.969727
	Iteration 19Q: 3 clusters Score -1.963598e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 141218 members 
Entering Unmasked Estep 
Score: -19636006.000000 Penalty: 5883.969727
	Iteration 20F: 3 clusters Score -1.963601e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 141251 members 
Entering Unmasked Estep 
Score: -19636036.000000 Penalty: 5883.969727
	Iteration 21Q: 3 clusters Score -1.963604e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 141263 members 
Entering Unmasked Estep 
Score: -19636040.000000 Penalty: 5883.969727
	Iteration 22Q: 3 clusters Score -1.963604e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 141272 members 
Entering Unmasked Estep 
Score: -19636044.000000 Penalty: 5883.969727
	Iteration 23Q: 3 clusters Score -1.963604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 141274 members 
Entering Unmasked Estep 
Score: -19636036.000000 Penalty: 5883.969727
	Iteration 24Q: 3 clusters Score -1.963604e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 141277 members 
Entering Unmasked Estep 
Score: -19636066.000000 Penalty: 5883.969727
	Iteration 25Q: 3 clusters Score -1.963607e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 141281 members 
Entering Unmasked Estep 
Score: -19636084.000000 Penalty: 5883.969727
	Iteration 26Q: 3 clusters Score -1.963608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 141289 members 
Entering Unmasked Estep 
Score: -19636088.000000 Penalty: 5883.969727
	Iteration 27Q: 3 clusters Score -1.963609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 141291 members 
Entering Unmasked Estep 
Score: -19636092.000000 Penalty: 5883.969727
	Iteration 28Q: 3 clusters Score -1.963609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 141291 members 
Entering Unmasked Estep 
Score: -19636102.000000 Penalty: 5883.969727
	Iteration 29Q: 3 clusters Score -1.96361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 141291 members 
Entering Unmasked Estep 
Score: -19636106.000000 Penalty: 5883.969727
	Iteration 30Q: 3 clusters Score -1.963611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 141289 members 
Entering Unmasked Estep 
Score: -19636106.000000 Penalty: 5883.969727
	Iteration 31Q: 3 clusters Score -1.963611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 141289 members 
Entering Unmasked Estep 
Score: -19636112.000000 Penalty: 5883.969727
	Iteration 32Q: 3 clusters Score -1.963611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 141290 members 
Entering Unmasked Estep 
Score: -19636112.000000 Penalty: 5883.969727
	Iteration 33Q: 3 clusters Score -1.963611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 141293 members 
Entering Unmasked Estep 
Score: -19636098.000000 Penalty: 5883.969727
	Iteration 34Q: 3 clusters Score -1.96361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 141293 members 
Entering Unmasked Estep 
Score: -19636106.000000 Penalty: 5883.969727
	Iteration 35Q: 3 clusters Score -1.963611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 141291 members 
Entering Unmasked Estep 
Score: -19636116.000000 Penalty: 5883.969727
	Iteration 36Q: 3 clusters Score -1.963612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 141292 members 
Entering Unmasked Estep 
Score: -19636110.000000 Penalty: 5883.969727
	Iteration 37Q: 3 clusters Score -1.963611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 141292 members 
Entering Unmasked Estep 
Score: -19636110.000000 Penalty: 5883.969727
	Iteration 38F: 3 clusters Score -1.963611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (145154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145154 members 
Entering Unmasked Estep 
Score: -20213604.000000 Penalty: 2947.616455
	Iteration 0F: 2 clusters Score -2.02136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72348 members 
Mstep: Class 2 contains 72806 members 
Entering Unmasked Estep 
Score: -20121324.000000 Penalty: 5895.232910
	Iteration 0F: 3 clusters Score -2.012132e+07 nChanged 69389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66785 members 
Mstep: Class 2 contains 78369 members 
Entering Unmasked Estep 
Score: -20162134.000000 Penalty: 5895.232910
	Iteration 1F: 3 clusters Score -2.016213e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63421 members 
Mstep: Class 2 contains 81733 members 
Entering Unmasked Estep 
Score: -20164476.000000 Penalty: 5895.232910
	Iteration 2Q: 3 clusters Score -2.016448e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 86723 members 
Entering Unmasked Estep 
Score: -20168352.000000 Penalty: 5895.232910
	Iteration 3F: 3 clusters Score -2.016835e+07 nChanged 9729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 93648 members 
Entering Unmasked Estep 
Score: -20174486.000000 Penalty: 5895.232910
	Iteration 4F: 3 clusters Score -2.017449e+07 nChanged 11428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 102382 members 
Entering Unmasked Estep 
Score: -20183896.000000 Penalty: 5895.232910
	Iteration 5F: 3 clusters Score -2.01839e+07 nChanged 11012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 111078 members 
Entering Unmasked Estep 
Score: -20194412.000000 Penalty: 5895.232910
	Iteration 6F: 3 clusters Score -2.019441e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 117775 members 
Entering Unmasked Estep 
Score: -20202744.000000 Penalty: 5895.232910
	Iteration 7F: 3 clusters Score -2.020274e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 121715 members 
Entering Unmasked Estep 
Score: -20206450.000000 Penalty: 5895.232910
	Iteration 8Q: 3 clusters Score -2.020645e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 124426 members 
Entering Unmasked Estep 
Score: -20208060.000000 Penalty: 5895.232910
	Iteration 9Q: 3 clusters Score -2.020806e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 126700 members 
Entering Unmasked Estep 
Score: -20208802.000000 Penalty: 5895.232910
	Iteration 10Q: 3 clusters Score -2.02088e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 128623 members 
Entering Unmasked Estep 
Score: -20209336.000000 Penalty: 5895.232910
	Iteration 11Q: 3 clusters Score -2.020934e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 130306 members 
Entering Unmasked Estep 
Score: -20209738.000000 Penalty: 5895.232910
	Iteration 12Q: 3 clusters Score -2.020974e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 131830 members 
Entering Unmasked Estep 
Score: -20210096.000000 Penalty: 5895.232910
	Iteration 13Q: 3 clusters Score -2.02101e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 133203 members 
Entering Unmasked Estep 
Score: -20210432.000000 Penalty: 5895.232910
	Iteration 14Q: 3 clusters Score -2.021043e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 134438 members 
Entering Unmasked Estep 
Score: -20210742.000000 Penalty: 5895.232910
	Iteration 15Q: 3 clusters Score -2.021074e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 135465 members 
Entering Unmasked Estep 
Score: -20210970.000000 Penalty: 5895.232910
	Iteration 16Q: 3 clusters Score -2.021097e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 136402 members 
Entering Unmasked Estep 
Score: -20211142.000000 Penalty: 5895.232910
	Iteration 17Q: 3 clusters Score -2.021114e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 137222 members 
Entering Unmasked Estep 
Score: -20211192.000000 Penalty: 5895.232910
	Iteration 18Q: 3 clusters Score -2.021119e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 137917 members 
Entering Unmasked Estep 
Score: -20211250.000000 Penalty: 5895.232910
	Iteration 19Q: 3 clusters Score -2.021125e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 138516 members 
Entering Unmasked Estep 
Score: -20211352.000000 Penalty: 5895.232910
	Iteration 20F: 3 clusters Score -2.021135e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 139020 members 
Entering Unmasked Estep 
Score: -20211400.000000 Penalty: 5895.232910
	Iteration 21Q: 3 clusters Score -2.02114e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 139453 members 
Entering Unmasked Estep 
Score: -20211430.000000 Penalty: 5895.232910
	Iteration 22Q: 3 clusters Score -2.021143e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 139838 members 
Entering Unmasked Estep 
Score: -20211454.000000 Penalty: 5895.232910
	Iteration 23Q: 3 clusters Score -2.021145e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 140176 members 
Entering Unmasked Estep 
Score: -20211540.000000 Penalty: 5895.232910
	Iteration 24Q: 3 clusters Score -2.021154e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 140464 members 
Entering Unmasked Estep 
Score: -20211532.000000 Penalty: 5895.232910
	Iteration 25Q: 3 clusters Score -2.021153e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 140737 members 
Entering Unmasked Estep 
Score: -20211576.000000 Penalty: 5895.232910
	Iteration 26Q: 3 clusters Score -2.021158e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 140971 members 
Entering Unmasked Estep 
Score: -20211620.000000 Penalty: 5895.232910
	Iteration 27Q: 3 clusters Score -2.021162e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 141141 members 
Entering Unmasked Estep 
Score: -20211602.000000 Penalty: 5895.232910
	Iteration 28Q: 3 clusters Score -2.02116e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 141291 members 
Entering Unmasked Estep 
Score: -20211602.000000 Penalty: 5895.232910
	Iteration 29Q: 3 clusters Score -2.02116e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 141439 members 
Entering Unmasked Estep 
Score: -20211650.000000 Penalty: 5895.232910
	Iteration 30Q: 3 clusters Score -2.021165e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 141572 members 
Entering Unmasked Estep 
Score: -20211666.000000 Penalty: 5895.232910
	Iteration 31Q: 3 clusters Score -2.021167e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 141694 members 
Entering Unmasked Estep 
Score: -20211648.000000 Penalty: 5895.232910
	Iteration 32Q: 3 clusters Score -2.021165e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 141815 members 
Entering Unmasked Estep 
Score: -20211700.000000 Penalty: 5895.232910
	Iteration 33Q: 3 clusters Score -2.02117e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 141932 members 
Entering Unmasked Estep 
Score: -20211672.000000 Penalty: 5895.232910
	Iteration 34Q: 3 clusters Score -2.021167e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 142025 members 
Entering Unmasked Estep 
Score: -20211650.000000 Penalty: 5895.232910
	Iteration 35Q: 3 clusters Score -2.021165e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 142110 members 
Entering Unmasked Estep 
Score: -20211662.000000 Penalty: 5895.232910
	Iteration 36Q: 3 clusters Score -2.021166e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 142191 members 
Entering Unmasked Estep 
Score: -20211694.000000 Penalty: 5895.232910
	Iteration 37Q: 3 clusters Score -2.021169e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 142273 members 
Entering Unmasked Estep 
Score: -20211710.000000 Penalty: 5895.232910
	Iteration 38Q: 3 clusters Score -2.021171e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 142347 members 
Entering Unmasked Estep 
Score: -20211678.000000 Penalty: 5895.232910
	Iteration 39Q: 3 clusters Score -2.021168e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 142425 members 
Entering Unmasked Estep 
Score: -20211714.000000 Penalty: 5895.232910
	Iteration 40F: 3 clusters Score -2.021171e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 142502 members 
Entering Unmasked Estep 
Score: -20211728.000000 Penalty: 5895.232910
	Iteration 41Q: 3 clusters Score -2.021173e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 142577 members 
Entering Unmasked Estep 
Score: -20211750.000000 Penalty: 5895.232910
	Iteration 42Q: 3 clusters Score -2.021175e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 142642 members 
Entering Unmasked Estep 
Score: -20211762.000000 Penalty: 5895.232910
	Iteration 43Q: 3 clusters Score -2.021176e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 142694 members 
Entering Unmasked Estep 
Score: -20211752.000000 Penalty: 5895.232910
	Iteration 44Q: 3 clusters Score -2.021175e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 142748 members 
Entering Unmasked Estep 
Score: -20211800.000000 Penalty: 5895.232910
	Iteration 45Q: 3 clusters Score -2.02118e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 142785 members 
Entering Unmasked Estep 
Score: -20211776.000000 Penalty: 5895.232910
	Iteration 46Q: 3 clusters Score -2.021178e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 142808 members 
Entering Unmasked Estep 
Score: -20211774.000000 Penalty: 5895.232910
	Iteration 47Q: 3 clusters Score -2.021177e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 142836 members 
Entering Unmasked Estep 
Score: -20211806.000000 Penalty: 5895.232910
	Iteration 48Q: 3 clusters Score -2.021181e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 142861 members 
Entering Unmasked Estep 
Score: -20211820.000000 Penalty: 5895.232910
	Iteration 49Q: 3 clusters Score -2.021182e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 142879 members 
Entering Unmasked Estep 
Score: -20211778.000000 Penalty: 5895.232910
	Iteration 50Q: 3 clusters Score -2.021178e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 142906 members 
Entering Unmasked Estep 
Score: -20211814.000000 Penalty: 5895.232910
	Iteration 51Q: 3 clusters Score -2.021181e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 142933 members 
Entering Unmasked Estep 
Score: -20211800.000000 Penalty: 5895.232910
	Iteration 52Q: 3 clusters Score -2.02118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 142949 members 
Entering Unmasked Estep 
Score: -20211806.000000 Penalty: 5895.232910
	Iteration 53Q: 3 clusters Score -2.021181e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 142973 members 
Entering Unmasked Estep 
Score: -20211800.000000 Penalty: 5895.232910
	Iteration 54Q: 3 clusters Score -2.02118e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 142999 members 
Entering Unmasked Estep 
Score: -20211808.000000 Penalty: 5895.232910
	Iteration 55Q: 3 clusters Score -2.021181e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 143027 members 
Entering Unmasked Estep 
Score: -20211806.000000 Penalty: 5895.232910
	Iteration 56Q: 3 clusters Score -2.021181e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 143052 members 
Entering Unmasked Estep 
Score: -20211818.000000 Penalty: 5895.232910
	Iteration 57Q: 3 clusters Score -2.021182e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 143075 members 
Entering Unmasked Estep 
Score: -20211820.000000 Penalty: 5895.232910
	Iteration 58Q: 3 clusters Score -2.021182e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 143091 members 
Entering Unmasked Estep 
Score: -20211830.000000 Penalty: 5895.232910
	Iteration 59Q: 3 clusters Score -2.021183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 143101 members 
Entering Unmasked Estep 
Score: -20211820.000000 Penalty: 5895.232910
	Iteration 60F: 3 clusters Score -2.021182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 143106 members 
Entering Unmasked Estep 
Score: -20211808.000000 Penalty: 5895.232910
	Iteration 61Q: 3 clusters Score -2.021181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 143109 members 
Entering Unmasked Estep 
Score: -20211816.000000 Penalty: 5895.232910
	Iteration 62Q: 3 clusters Score -2.021182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 143114 members 
Entering Unmasked Estep 
Score: -20211836.000000 Penalty: 5895.232910
	Iteration 63Q: 3 clusters Score -2.021184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 143122 members 
Entering Unmasked Estep 
Score: -20211866.000000 Penalty: 5895.232910
	Iteration 64Q: 3 clusters Score -2.021187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 143128 members 
Entering Unmasked Estep 
Score: -20211856.000000 Penalty: 5895.232910
	Iteration 65Q: 3 clusters Score -2.021186e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 143140 members 
Entering Unmasked Estep 
Score: -20211844.000000 Penalty: 5895.232910
	Iteration 66Q: 3 clusters Score -2.021184e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 143152 members 
Entering Unmasked Estep 
Score: -20211834.000000 Penalty: 5895.232910
	Iteration 67Q: 3 clusters Score -2.021183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 143157 members 
Entering Unmasked Estep 
Score: -20211840.000000 Penalty: 5895.232910
	Iteration 68Q: 3 clusters Score -2.021184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 143160 members 
Entering Unmasked Estep 
Score: -20211830.000000 Penalty: 5895.232910
	Iteration 69Q: 3 clusters Score -2.021183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 143163 members 
Entering Unmasked Estep 
Score: -20211846.000000 Penalty: 5895.232910
	Iteration 70Q: 3 clusters Score -2.021185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 143169 members 
Entering Unmasked Estep 
Score: -20211844.000000 Penalty: 5895.232910
	Iteration 71Q: 3 clusters Score -2.021184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 143176 members 
Entering Unmasked Estep 
Score: -20211846.000000 Penalty: 5895.232910
	Iteration 72Q: 3 clusters Score -2.021185e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 143185 members 
Entering Unmasked Estep 
Score: -20211854.000000 Penalty: 5895.232910
	Iteration 73Q: 3 clusters Score -2.021185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 143191 members 
Entering Unmasked Estep 
Score: -20211856.000000 Penalty: 5895.232910
	Iteration 74Q: 3 clusters Score -2.021186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 143195 members 
Entering Unmasked Estep 
Score: -20211860.000000 Penalty: 5895.232910
	Iteration 75Q: 3 clusters Score -2.021186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 143201 members 
Entering Unmasked Estep 
Score: -20211856.000000 Penalty: 5895.232910
	Iteration 76Q: 3 clusters Score -2.021186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 143206 members 
Entering Unmasked Estep 
Score: -20211852.000000 Penalty: 5895.232910
	Iteration 77Q: 3 clusters Score -2.021185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 143211 members 
Entering Unmasked Estep 
Score: -20211850.000000 Penalty: 5895.232910
	Iteration 78Q: 3 clusters Score -2.021185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 143211 members 
Entering Unmasked Estep 
Score: -20211844.000000 Penalty: 5895.232910
	Iteration 79Q: 3 clusters Score -2.021184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 143213 members 
Entering Unmasked Estep 
Score: -20211840.000000 Penalty: 5895.232910
	Iteration 80F: 3 clusters Score -2.021184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 143215 members 
Entering Unmasked Estep 
Score: -20211850.000000 Penalty: 5895.232910
	Iteration 81Q: 3 clusters Score -2.021185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 143216 members 
Entering Unmasked Estep 
Score: -20211844.000000 Penalty: 5895.232910
	Iteration 82Q: 3 clusters Score -2.021184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 143218 members 
Entering Unmasked Estep 
Score: -20211848.000000 Penalty: 5895.232910
	Iteration 83Q: 3 clusters Score -2.021185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 143222 members 
Entering Unmasked Estep 
Score: -20211852.000000 Penalty: 5895.232910
	Iteration 84Q: 3 clusters Score -2.021185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 143222 members 
Entering Unmasked Estep 
Score: -20211850.000000 Penalty: 5895.232910
	Iteration 85Q: 3 clusters Score -2.021185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 143222 members 
Entering Unmasked Estep 
Score: -20211850.000000 Penalty: 5895.232910
	Iteration 86F: 3 clusters Score -2.021185e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Entering Unmasked Estep 
Score: -4141654.500000 Penalty: 2552.796387
	Iteration 0F: 2 clusters Score -4141654 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 14677 members 
Entering Unmasked Estep 
Score: -4121470.500000 Penalty: 5105.592773
	Iteration 0F: 3 clusters Score -4121470 nChanged 13310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -4129050.000000 Penalty: 5105.592773
	Iteration 1F: 3 clusters Score -4129050 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -4129573.000000 Penalty: 5105.592773
	Iteration 2F: 3 clusters Score -4129573 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -4130087.250000 Penalty: 5105.592773
	Iteration 3Q: 3 clusters Score -4130087 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -4130671.750000 Penalty: 5105.592773
	Iteration 4Q: 3 clusters Score -4130672 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -4131339.000000 Penalty: 5105.592773
	Iteration 5Q: 3 clusters Score -4131339 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -4132215.250000 Penalty: 5105.592773
	Iteration 6F: 3 clusters Score -4132215 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -4133338.500000 Penalty: 5105.592773
	Iteration 7F: 3 clusters Score -4133338 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -4134690.250000 Penalty: 5105.592773
	Iteration 8F: 3 clusters Score -4134690 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -4136033.000000 Penalty: 5105.592773
	Iteration 9F: 3 clusters Score -4136033 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -4137000.000000 Penalty: 5105.592773
	Iteration 10Q: 3 clusters Score -4137000 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -4137666.000000 Penalty: 5105.592773
	Iteration 11Q: 3 clusters Score -4137666 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -4138067.500000 Penalty: 5105.592773
	Iteration 12Q: 3 clusters Score -4138068 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -4138343.500000 Penalty: 5105.592773
	Iteration 13Q: 3 clusters Score -4138344 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -4138534.500000 Penalty: 5105.592773
	Iteration 14Q: 3 clusters Score -4138534 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -4138642.000000 Penalty: 5105.592773
	Iteration 15Q: 3 clusters Score -4138642 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -4138739.250000 Penalty: 5105.592773
	Iteration 16Q: 3 clusters Score -4138739 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -4138818.750000 Penalty: 5105.592773
	Iteration 17Q: 3 clusters Score -4138819 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4138896.750000 Penalty: 5105.592773
	Iteration 18Q: 3 clusters Score -4138897 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -4138957.750000 Penalty: 5105.592773
	Iteration 19Q: 3 clusters Score -4138958 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4139034.000000 Penalty: 5105.592773
	Iteration 20F: 3 clusters Score -4139034 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4139089.500000 Penalty: 5105.592773
	Iteration 21Q: 3 clusters Score -4139090 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4139125.500000 Penalty: 5105.592773
	Iteration 22Q: 3 clusters Score -4139126 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4139163.250000 Penalty: 5105.592773
	Iteration 23Q: 3 clusters Score -4139163 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4139196.250000 Penalty: 5105.592773
	Iteration 24Q: 3 clusters Score -4139196 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4139219.000000 Penalty: 5105.592773
	Iteration 25Q: 3 clusters Score -4139219 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4139240.000000 Penalty: 5105.592773
	Iteration 26Q: 3 clusters Score -4139240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4139254.750000 Penalty: 5105.592773
	Iteration 27Q: 3 clusters Score -4139255 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4139285.500000 Penalty: 5105.592773
	Iteration 28Q: 3 clusters Score -4139286 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4139302.000000 Penalty: 5105.592773
	Iteration 29Q: 3 clusters Score -4139302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4139312.000000 Penalty: 5105.592773
	Iteration 30Q: 3 clusters Score -4139312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4139318.500000 Penalty: 5105.592773
	Iteration 31Q: 3 clusters Score -4139318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4139332.250000 Penalty: 5105.592773
	Iteration 32Q: 3 clusters Score -4139332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4139335.750000 Penalty: 5105.592773
	Iteration 33Q: 3 clusters Score -4139336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4139345.000000 Penalty: 5105.592773
	Iteration 34Q: 3 clusters Score -4139345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4139351.500000 Penalty: 5105.592773
	Iteration 35Q: 3 clusters Score -4139352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4139363.500000 Penalty: 5105.592773
	Iteration 36Q: 3 clusters Score -4139364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4139372.750000 Penalty: 5105.592773
	Iteration 37Q: 3 clusters Score -4139373 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4139396.250000 Penalty: 5105.592773
	Iteration 38Q: 3 clusters Score -4139396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4139409.250000 Penalty: 5105.592773
	Iteration 39Q: 3 clusters Score -4139409 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4139421.250000 Penalty: 5105.592773
	Iteration 40F: 3 clusters Score -4139421 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4139439.250000 Penalty: 5105.592773
	Iteration 41Q: 3 clusters Score -4139439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4139447.250000 Penalty: 5105.592773
	Iteration 42Q: 3 clusters Score -4139447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4139457.250000 Penalty: 5105.592773
	Iteration 43Q: 3 clusters Score -4139457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4139464.000000 Penalty: 5105.592773
	Iteration 44Q: 3 clusters Score -4139464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4139464.750000 Penalty: 5105.592773
	Iteration 45Q: 3 clusters Score -4139465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4139466.250000 Penalty: 5105.592773
	Iteration 46Q: 3 clusters Score -4139466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4139473.500000 Penalty: 5105.592773
	Iteration 47Q: 3 clusters Score -4139474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4139476.750000 Penalty: 5105.592773
	Iteration 48Q: 3 clusters Score -4139477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4139483.250000 Penalty: 5105.592773
	Iteration 49Q: 3 clusters Score -4139483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4139479.750000 Penalty: 5105.592773
	Iteration 50Q: 3 clusters Score -4139480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4139482.000000 Penalty: 5105.592773
	Iteration 51Q: 3 clusters Score -4139482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4139479.250000 Penalty: 5105.592773
	Iteration 52Q: 3 clusters Score -4139479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4139487.000000 Penalty: 5105.592773
	Iteration 53Q: 3 clusters Score -4139487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4139493.250000 Penalty: 5105.592773
	Iteration 54Q: 3 clusters Score -4139493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4139493.250000 Penalty: 5105.592773
	Iteration 55Q: 3 clusters Score -4139493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4139496.500000 Penalty: 5105.592773
	Iteration 56Q: 3 clusters Score -4139496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4139494.750000 Penalty: 5105.592773
	Iteration 57Q: 3 clusters Score -4139495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4139494.000000 Penalty: 5105.592773
	Iteration 58Q: 3 clusters Score -4139494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4139497.500000 Penalty: 5105.592773
	Iteration 59Q: 3 clusters Score -4139498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4139499.000000 Penalty: 5105.592773
	Iteration 60F: 3 clusters Score -4139499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4139499.500000 Penalty: 5105.592773
	Iteration 61Q: 3 clusters Score -4139500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4139498.750000 Penalty: 5105.592773
	Iteration 62Q: 3 clusters Score -4139499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4139505.250000 Penalty: 5105.592773
	Iteration 63Q: 3 clusters Score -4139505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4139507.500000 Penalty: 5105.592773
	Iteration 64Q: 3 clusters Score -4139508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4139506.750000 Penalty: 5105.592773
	Iteration 65Q: 3 clusters Score -4139507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4139508.000000 Penalty: 5105.592773
	Iteration 66Q: 3 clusters Score -4139508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4139503.500000 Penalty: 5105.592773
	Iteration 67Q: 3 clusters Score -4139504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4139512.000000 Penalty: 5105.592773
	Iteration 68Q: 3 clusters Score -4139512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4139512.000000 Penalty: 5105.592773
	Iteration 69F: 3 clusters Score -4139512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Entering Unmasked Estep 
Score: -184652.000000 Penalty: 1803.382568
	Iteration 0F: 2 clusters Score -184652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -182411.125000 Penalty: 3606.765137
	Iteration 0F: 3 clusters Score -182411.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -182948.250000 Penalty: 3606.765137
	Iteration 1F: 3 clusters Score -182948.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -183354.609375 Penalty: 3606.765137
	Iteration 2F: 3 clusters Score -183354.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -183910.593750 Penalty: 3606.765137
	Iteration 3F: 3 clusters Score -183910.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -184479.515625 Penalty: 3606.765137
	Iteration 4F: 3 clusters Score -184479.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -185336.671875 Penalty: 3606.765137
	Iteration 5F: 3 clusters Score -185336.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -186097.390625 Penalty: 3606.765137
	Iteration 6Q: 3 clusters Score -186097.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -186367.468750 Penalty: 3606.765137
	Iteration 7Q: 3 clusters Score -186367.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -186387.953125 Penalty: 3606.765137
	Iteration 8Q: 3 clusters Score -186388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -186392.890625 Penalty: 3606.765137
	Iteration 9F: 3 clusters Score -186392.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -186399.281250 Penalty: 3606.765137
	Iteration 10Q: 3 clusters Score -186399.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -186401.984375 Penalty: 3606.765137
	Iteration 11Q: 3 clusters Score -186402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -186401.984375 Penalty: 3606.765137
	Iteration 12F: 3 clusters Score -186402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23465 members 
Mstep: Class 4 contains 14140 members 
Mstep: Class 5 contains 50429 members 
Mstep: Class 6 contains 4155 members 
Mstep: Class 7 contains 15583 members 
Mstep: Class 8 contains 199119 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 7675 members 
Mstep: Class 11 contains 7266 members 
Mstep: Class 12 contains 5976 members 
Mstep: Class 13 contains 12608 members 
Mstep: Class 14 contains 9838 members 
Mstep: Class 15 contains 8271 members 
Mstep: Class 16 contains 24887 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 141895 members 
Mstep: Class 19 contains 145154 members 
Mstep: Class 20 contains 29541 members 
Mstep: Class 21 contains 600 members 
Mstep: Class 22 contains 35711 members 
Mstep: Class 23 contains 17642 members 
Mstep: Class 24 contains 46907 members 
Mstep: Class 25 contains 133334 members 
Mstep: Class 26 contains 46209 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 627 members 
Mstep: Class 29 contains 839 members 
Entering Unmasked Estep 
Score: -142942880.000000 Penalty: 99736.046875
Splitting cluster 21 changes total score from -142943120.000000 to -142942880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (35711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Entering Unmasked Estep 
Score: -5017414.500000 Penalty: 2599.837158
	Iteration 0F: 2 clusters Score -5017414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -4993182.000000 Penalty: 5199.674316
	Iteration 0F: 3 clusters Score -4993182 nChanged 16149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -5002195.500000 Penalty: 5199.674316
	Iteration 1F: 3 clusters Score -5002196 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -5003073.500000 Penalty: 5199.674316
	Iteration 2F: 3 clusters Score -5003074 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -5004071.000000 Penalty: 5199.674316
	Iteration 3F: 3 clusters Score -5004071 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -5005078.500000 Penalty: 5199.674316
	Iteration 4F: 3 clusters Score -5005078 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -5006319.500000 Penalty: 5199.674316
	Iteration 5F: 3 clusters Score -5006320 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -5007854.500000 Penalty: 5199.674316
	Iteration 6F: 3 clusters Score -5007854 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -5009715.000000 Penalty: 5199.674316
	Iteration 7F: 3 clusters Score -5009715 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -5011660.500000 Penalty: 5199.674316
	Iteration 8F: 3 clusters Score -5011660 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -5013194.000000 Penalty: 5199.674316
	Iteration 9F: 3 clusters Score -5013194 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -5014187.500000 Penalty: 5199.674316
	Iteration 10Q: 3 clusters Score -5014188 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -5014805.000000 Penalty: 5199.674316
	Iteration 11Q: 3 clusters Score -5014805 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -5015194.500000 Penalty: 5199.674316
	Iteration 12Q: 3 clusters Score -5015194 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -5015486.500000 Penalty: 5199.674316
	Iteration 13Q: 3 clusters Score -5015486 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -5015670.000000 Penalty: 5199.674316
	Iteration 14Q: 3 clusters Score -5015670 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -5015841.000000 Penalty: 5199.674316
	Iteration 15Q: 3 clusters Score -5015841 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -5015968.500000 Penalty: 5199.674316
	Iteration 16Q: 3 clusters Score -5015968 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -5016060.000000 Penalty: 5199.674316
	Iteration 17Q: 3 clusters Score -5016060 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5016148.500000 Penalty: 5199.674316
	Iteration 18Q: 3 clusters Score -5016148 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5016215.000000 Penalty: 5199.674316
	Iteration 19Q: 3 clusters Score -5016215 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -5016294.500000 Penalty: 5199.674316
	Iteration 20F: 3 clusters Score -5016294 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5016358.500000 Penalty: 5199.674316
	Iteration 21Q: 3 clusters Score -5016358 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5016397.500000 Penalty: 5199.674316
	Iteration 22Q: 3 clusters Score -5016398 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5016441.500000 Penalty: 5199.674316
	Iteration 23Q: 3 clusters Score -5016442 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5016459.500000 Penalty: 5199.674316
	Iteration 24Q: 3 clusters Score -5016460 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -5016473.500000 Penalty: 5199.674316
	Iteration 25Q: 3 clusters Score -5016474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5016483.500000 Penalty: 5199.674316
	Iteration 26Q: 3 clusters Score -5016484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5016502.000000 Penalty: 5199.674316
	Iteration 27Q: 3 clusters Score -5016502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5016521.000000 Penalty: 5199.674316
	Iteration 28Q: 3 clusters Score -5016521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5016532.000000 Penalty: 5199.674316
	Iteration 29Q: 3 clusters Score -5016532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5016541.000000 Penalty: 5199.674316
	Iteration 30Q: 3 clusters Score -5016541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5016539.500000 Penalty: 5199.674316
	Iteration 31Q: 3 clusters Score -5016540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5016542.500000 Penalty: 5199.674316
	Iteration 32Q: 3 clusters Score -5016542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5016549.500000 Penalty: 5199.674316
	Iteration 33Q: 3 clusters Score -5016550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5016553.500000 Penalty: 5199.674316
	Iteration 34Q: 3 clusters Score -5016554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5016556.000000 Penalty: 5199.674316
	Iteration 35Q: 3 clusters Score -5016556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5016556.000000 Penalty: 5199.674316
	Iteration 36F: 3 clusters Score -5016556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Entering Unmasked Estep 
Score: -2400806.000000 Penalty: 2424.953369
	Iteration 0F: 2 clusters Score -2400806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2388228.000000 Penalty: 4849.906738
	Iteration 0F: 3 clusters Score -2388228 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2392642.500000 Penalty: 4849.906738
	Iteration 1F: 3 clusters Score -2392642 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2393680.500000 Penalty: 4849.906738
	Iteration 2F: 3 clusters Score -2393680 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2394865.500000 Penalty: 4849.906738
	Iteration 3F: 3 clusters Score -2394866 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2396065.250000 Penalty: 4849.906738
	Iteration 4F: 3 clusters Score -2396065 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2397029.250000 Penalty: 4849.906738
	Iteration 5F: 3 clusters Score -2397029 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2397735.250000 Penalty: 4849.906738
	Iteration 6F: 3 clusters Score -2397735 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2398302.500000 Penalty: 4849.906738
	Iteration 7Q: 3 clusters Score -2398302 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2398761.000000 Penalty: 4849.906738
	Iteration 8Q: 3 clusters Score -2398761 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2399111.250000 Penalty: 4849.906738
	Iteration 9Q: 3 clusters Score -2399111 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2399376.750000 Penalty: 4849.906738
	Iteration 10Q: 3 clusters Score -2399377 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2399620.250000 Penalty: 4849.906738
	Iteration 11Q: 3 clusters Score -2399620 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2399787.500000 Penalty: 4849.906738
	Iteration 12Q: 3 clusters Score -2399788 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2399910.000000 Penalty: 4849.906738
	Iteration 13Q: 3 clusters Score -2399910 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2399999.000000 Penalty: 4849.906738
	Iteration 14Q: 3 clusters Score -2399999 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2400101.750000 Penalty: 4849.906738
	Iteration 15Q: 3 clusters Score -2400102 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2400192.250000 Penalty: 4849.906738
	Iteration 16Q: 3 clusters Score -2400192 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2400247.500000 Penalty: 4849.906738
	Iteration 17Q: 3 clusters Score -2400248 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2400302.000000 Penalty: 4849.906738
	Iteration 18Q: 3 clusters Score -2400302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2400333.000000 Penalty: 4849.906738
	Iteration 19Q: 3 clusters Score -2400333 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2400352.500000 Penalty: 4849.906738
	Iteration 20F: 3 clusters Score -2400352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2400359.500000 Penalty: 4849.906738
	Iteration 21Q: 3 clusters Score -2400360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2400369.750000 Penalty: 4849.906738
	Iteration 22Q: 3 clusters Score -2400370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2400374.000000 Penalty: 4849.906738
	Iteration 23Q: 3 clusters Score -2400374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2400378.000000 Penalty: 4849.906738
	Iteration 24Q: 3 clusters Score -2400378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2400377.250000 Penalty: 4849.906738
	Iteration 25Q: 3 clusters Score -2400377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2400376.250000 Penalty: 4849.906738
	Iteration 26Q: 3 clusters Score -2400376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2400379.250000 Penalty: 4849.906738
	Iteration 27Q: 3 clusters Score -2400379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2400378.250000 Penalty: 4849.906738
	Iteration 28Q: 3 clusters Score -2400378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2400376.500000 Penalty: 4849.906738
	Iteration 29Q: 3 clusters Score -2400376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2400377.250000 Penalty: 4849.906738
	Iteration 30Q: 3 clusters Score -2400377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2400377.250000 Penalty: 4849.906738
	Iteration 31F: 3 clusters Score -2400377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (46907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Entering Unmasked Estep 
Score: -6546237.000000 Penalty: 2667.468750
	Iteration 0F: 2 clusters Score -6546237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -6514580.000000 Penalty: 5334.937500
	Iteration 0F: 3 clusters Score -6514580 nChanged 21515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -6526324.500000 Penalty: 5334.937500
	Iteration 1F: 3 clusters Score -6526324 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -6526938.500000 Penalty: 5334.937500
	Iteration 2Q: 3 clusters Score -6526938 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -6527548.000000 Penalty: 5334.937500
	Iteration 3Q: 3 clusters Score -6527548 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -6528355.500000 Penalty: 5334.937500
	Iteration 4Q: 3 clusters Score -6528356 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -6529552.500000 Penalty: 5334.937500
	Iteration 5F: 3 clusters Score -6529552 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -6531325.000000 Penalty: 5334.937500
	Iteration 6F: 3 clusters Score -6531325 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -6533831.500000 Penalty: 5334.937500
	Iteration 7F: 3 clusters Score -6533832 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -6536866.000000 Penalty: 5334.937500
	Iteration 8F: 3 clusters Score -6536866 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -6539685.500000 Penalty: 5334.937500
	Iteration 9F: 3 clusters Score -6539686 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -6541736.500000 Penalty: 5334.937500
	Iteration 10Q: 3 clusters Score -6541736 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -6542840.500000 Penalty: 5334.937500
	Iteration 11Q: 3 clusters Score -6542840 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -6543365.500000 Penalty: 5334.937500
	Iteration 12Q: 3 clusters Score -6543366 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -6543607.500000 Penalty: 5334.937500
	Iteration 13Q: 3 clusters Score -6543608 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -6543727.000000 Penalty: 5334.937500
	Iteration 14Q: 3 clusters Score -6543727 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -6543773.000000 Penalty: 5334.937500
	Iteration 15Q: 3 clusters Score -6543773 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -6543818.500000 Penalty: 5334.937500
	Iteration 16Q: 3 clusters Score -6543818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -6543833.000000 Penalty: 5334.937500
	Iteration 17Q: 3 clusters Score -6543833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -6543845.500000 Penalty: 5334.937500
	Iteration 18Q: 3 clusters Score -6543846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -6543866.500000 Penalty: 5334.937500
	Iteration 19Q: 3 clusters Score -6543866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -6543870.500000 Penalty: 5334.937500
	Iteration 20F: 3 clusters Score -6543870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 46567 members 
Entering Unmasked Estep 
Score: -6543882.500000 Penalty: 5334.937500
	Iteration 21Q: 3 clusters Score -6543882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
Score: -6543890.500000 Penalty: 5334.937500
	Iteration 22Q: 3 clusters Score -6543890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -6543898.500000 Penalty: 5334.937500
	Iteration 23Q: 3 clusters Score -6543898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -6543909.000000 Penalty: 5334.937500
	Iteration 24Q: 3 clusters Score -6543909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -6543915.000000 Penalty: 5334.937500
	Iteration 25Q: 3 clusters Score -6543915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -6543924.500000 Penalty: 5334.937500
	Iteration 26Q: 3 clusters Score -6543924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -6543927.500000 Penalty: 5334.937500
	Iteration 27Q: 3 clusters Score -6543928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -6543929.500000 Penalty: 5334.937500
	Iteration 28Q: 3 clusters Score -6543930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -6543930.000000 Penalty: 5334.937500
	Iteration 29Q: 3 clusters Score -6543930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -6543938.500000 Penalty: 5334.937500
	Iteration 30Q: 3 clusters Score -6543938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -6543940.000000 Penalty: 5334.937500
	Iteration 31Q: 3 clusters Score -6543940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -6543941.000000 Penalty: 5334.937500
	Iteration 32Q: 3 clusters Score -6543941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -6543941.500000 Penalty: 5334.937500
	Iteration 33Q: 3 clusters Score -6543942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -6543951.000000 Penalty: 5334.937500
	Iteration 34Q: 3 clusters Score -6543951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -6543952.000000 Penalty: 5334.937500
	Iteration 35Q: 3 clusters Score -6543952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 46600 members 
Entering Unmasked Estep 
Score: -6543953.500000 Penalty: 5334.937500
	Iteration 36Q: 3 clusters Score -6543954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 46600 members 
Entering Unmasked Estep 
Score: -6543953.500000 Penalty: 5334.937500
	Iteration 37F: 3 clusters Score -6543954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (133334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133334 members 
Entering Unmasked Estep 
Score: -18567322.000000 Penalty: 2926.552002
	Iteration 0F: 2 clusters Score -1.856732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66671 members 
Mstep: Class 2 contains 66663 members 
Entering Unmasked Estep 
Score: -18480330.000000 Penalty: 5853.104004
	Iteration 0F: 3 clusters Score -1.848033e+07 nChanged 63232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66677 members 
Mstep: Class 2 contains 66657 members 
Entering Unmasked Estep 
Score: -18516754.000000 Penalty: 5853.104004
	Iteration 1F: 3 clusters Score -1.851675e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66931 members 
Mstep: Class 2 contains 66403 members 
Entering Unmasked Estep 
Score: -18517782.000000 Penalty: 5853.104004
	Iteration 2Q: 3 clusters Score -1.851778e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67340 members 
Mstep: Class 2 contains 65994 members 
Entering Unmasked Estep 
Score: -18518810.000000 Penalty: 5853.104004
	Iteration 3Q: 3 clusters Score -1.851881e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67900 members 
Mstep: Class 2 contains 65434 members 
Entering Unmasked Estep 
Score: -18520094.000000 Penalty: 5853.104004
	Iteration 4Q: 3 clusters Score -1.852009e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68750 members 
Mstep: Class 2 contains 64584 members 
Entering Unmasked Estep 
Score: -18521680.000000 Penalty: 5853.104004
	Iteration 5Q: 3 clusters Score -1.852168e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69852 members 
Mstep: Class 2 contains 63482 members 
Entering Unmasked Estep 
Score: -18523822.000000 Penalty: 5853.104004
	Iteration 6Q: 3 clusters Score -1.852382e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71302 members 
Mstep: Class 2 contains 62032 members 
Entering Unmasked Estep 
Score: -18526692.000000 Penalty: 5853.104004
	Iteration 7Q: 3 clusters Score -1.852669e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73160 members 
Mstep: Class 2 contains 60174 members 
Entering Unmasked Estep 
Score: -18530332.000000 Penalty: 5853.104004
	Iteration 8F: 3 clusters Score -1.853033e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75591 members 
Mstep: Class 2 contains 57743 members 
Entering Unmasked Estep 
Score: -18534994.000000 Penalty: 5853.104004
	Iteration 9F: 3 clusters Score -1.853499e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78598 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -18540522.000000 Penalty: 5853.104004
	Iteration 10F: 3 clusters Score -1.854052e+07 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81689 members 
Mstep: Class 2 contains 51645 members 
Entering Unmasked Estep 
Score: -18546546.000000 Penalty: 5853.104004
	Iteration 11F: 3 clusters Score -1.854655e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84411 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -18551538.000000 Penalty: 5853.104004
	Iteration 12F: 3 clusters Score -1.855154e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86625 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -18554350.000000 Penalty: 5853.104004
	Iteration 13Q: 3 clusters Score -1.855435e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88722 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -18556226.000000 Penalty: 5853.104004
	Iteration 14Q: 3 clusters Score -1.855623e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90722 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -18557836.000000 Penalty: 5853.104004
	Iteration 15Q: 3 clusters Score -1.855784e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92678 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -18559374.000000 Penalty: 5853.104004
	Iteration 16Q: 3 clusters Score -1.855937e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94483 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -18560816.000000 Penalty: 5853.104004
	Iteration 17Q: 3 clusters Score -1.856082e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96130 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -18562108.000000 Penalty: 5853.104004
	Iteration 18Q: 3 clusters Score -1.856211e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97631 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -18563268.000000 Penalty: 5853.104004
	Iteration 19Q: 3 clusters Score -1.856327e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98863 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -18564172.000000 Penalty: 5853.104004
	Iteration 20F: 3 clusters Score -1.856417e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99920 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -18564896.000000 Penalty: 5853.104004
	Iteration 21Q: 3 clusters Score -1.85649e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100781 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -18565348.000000 Penalty: 5853.104004
	Iteration 22Q: 3 clusters Score -1.856535e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101525 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -18565606.000000 Penalty: 5853.104004
	Iteration 23Q: 3 clusters Score -1.856561e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102168 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -18565814.000000 Penalty: 5853.104004
	Iteration 24Q: 3 clusters Score -1.856581e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102742 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -18566052.000000 Penalty: 5853.104004
	Iteration 25Q: 3 clusters Score -1.856605e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103270 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -18566252.000000 Penalty: 5853.104004
	Iteration 26Q: 3 clusters Score -1.856625e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103778 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -18566310.000000 Penalty: 5853.104004
	Iteration 27Q: 3 clusters Score -1.856631e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104204 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -18566372.000000 Penalty: 5853.104004
	Iteration 28Q: 3 clusters Score -1.856637e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104586 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -18566408.000000 Penalty: 5853.104004
	Iteration 29Q: 3 clusters Score -1.856641e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104901 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -18566436.000000 Penalty: 5853.104004
	Iteration 30Q: 3 clusters Score -1.856644e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105192 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -18566478.000000 Penalty: 5853.104004
	Iteration 31Q: 3 clusters Score -1.856648e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105459 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -18566518.000000 Penalty: 5853.104004
	Iteration 32Q: 3 clusters Score -1.856652e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105718 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -18566520.000000 Penalty: 5853.104004
	Iteration 33Q: 3 clusters Score -1.856652e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105989 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -18566554.000000 Penalty: 5853.104004
	Iteration 34Q: 3 clusters Score -1.856655e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106256 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -18566556.000000 Penalty: 5853.104004
	Iteration 35Q: 3 clusters Score -1.856656e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106528 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -18566614.000000 Penalty: 5853.104004
	Iteration 36Q: 3 clusters Score -1.856661e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106772 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -18566626.000000 Penalty: 5853.104004
	Iteration 37Q: 3 clusters Score -1.856663e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107021 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -18566664.000000 Penalty: 5853.104004
	Iteration 38Q: 3 clusters Score -1.856666e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107254 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -18566646.000000 Penalty: 5853.104004
	Iteration 39Q: 3 clusters Score -1.856665e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107470 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -18566658.000000 Penalty: 5853.104004
	Iteration 40F: 3 clusters Score -1.856666e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107674 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -18566660.000000 Penalty: 5853.104004
	Iteration 41Q: 3 clusters Score -1.856666e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107865 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -18566656.000000 Penalty: 5853.104004
	Iteration 42Q: 3 clusters Score -1.856666e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108045 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -18566672.000000 Penalty: 5853.104004
	Iteration 43Q: 3 clusters Score -1.856667e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108203 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -18566690.000000 Penalty: 5853.104004
	Iteration 44Q: 3 clusters Score -1.856669e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108325 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -18566694.000000 Penalty: 5853.104004
	Iteration 45Q: 3 clusters Score -1.856669e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108424 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -18566686.000000 Penalty: 5853.104004
	Iteration 46Q: 3 clusters Score -1.856669e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108539 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -18566666.000000 Penalty: 5853.104004
	Iteration 47Q: 3 clusters Score -1.856667e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108660 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -18566682.000000 Penalty: 5853.104004
	Iteration 48Q: 3 clusters Score -1.856668e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108776 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -18566668.000000 Penalty: 5853.104004
	Iteration 49Q: 3 clusters Score -1.856667e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108899 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -18566652.000000 Penalty: 5853.104004
	Iteration 50Q: 3 clusters Score -1.856665e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109012 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -18566672.000000 Penalty: 5853.104004
	Iteration 51Q: 3 clusters Score -1.856667e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109114 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -18566644.000000 Penalty: 5853.104004
	Iteration 52Q: 3 clusters Score -1.856664e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109210 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -18566666.000000 Penalty: 5853.104004
	Iteration 53Q: 3 clusters Score -1.856667e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109299 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -18566614.000000 Penalty: 5853.104004
	Iteration 54Q: 3 clusters Score -1.856661e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109391 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -18566628.000000 Penalty: 5853.104004
	Iteration 55Q: 3 clusters Score -1.856663e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109493 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -18566668.000000 Penalty: 5853.104004
	Iteration 56Q: 3 clusters Score -1.856667e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109597 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -18566652.000000 Penalty: 5853.104004
	Iteration 57Q: 3 clusters Score -1.856665e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109686 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -18566632.000000 Penalty: 5853.104004
	Iteration 58Q: 3 clusters Score -1.856663e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109763 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -18566632.000000 Penalty: 5853.104004
	Iteration 59Q: 3 clusters Score -1.856663e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109848 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -18566618.000000 Penalty: 5853.104004
	Iteration 60F: 3 clusters Score -1.856662e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109951 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -18566620.000000 Penalty: 5853.104004
	Iteration 61Q: 3 clusters Score -1.856662e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110060 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -18566602.000000 Penalty: 5853.104004
	Iteration 62Q: 3 clusters Score -1.85666e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110169 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -18566608.000000 Penalty: 5853.104004
	Iteration 63Q: 3 clusters Score -1.856661e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110271 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -18566586.000000 Penalty: 5853.104004
	Iteration 64Q: 3 clusters Score -1.856659e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110368 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -18566548.000000 Penalty: 5853.104004
	Iteration 65Q: 3 clusters Score -1.856655e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110460 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -18566578.000000 Penalty: 5853.104004
	Iteration 66Q: 3 clusters Score -1.856658e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110563 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -18566556.000000 Penalty: 5853.104004
	Iteration 67Q: 3 clusters Score -1.856656e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110661 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -18566550.000000 Penalty: 5853.104004
	Iteration 68Q: 3 clusters Score -1.856655e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110743 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -18566532.000000 Penalty: 5853.104004
	Iteration 69Q: 3 clusters Score -1.856653e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110844 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -18566524.000000 Penalty: 5853.104004
	Iteration 70Q: 3 clusters Score -1.856652e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110951 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -18566554.000000 Penalty: 5853.104004
	Iteration 71Q: 3 clusters Score -1.856655e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -18566548.000000 Penalty: 5853.104004
	Iteration 72Q: 3 clusters Score -1.856655e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111202 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -18566552.000000 Penalty: 5853.104004
	Iteration 73Q: 3 clusters Score -1.856655e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111308 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -18566594.000000 Penalty: 5853.104004
	Iteration 74Q: 3 clusters Score -1.856659e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111408 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -18566580.000000 Penalty: 5853.104004
	Iteration 75Q: 3 clusters Score -1.856658e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111502 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -18566550.000000 Penalty: 5853.104004
	Iteration 76Q: 3 clusters Score -1.856655e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111590 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -18566546.000000 Penalty: 5853.104004
	Iteration 77Q: 3 clusters Score -1.856655e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111677 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -18566524.000000 Penalty: 5853.104004
	Iteration 78Q: 3 clusters Score -1.856652e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111774 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -18566570.000000 Penalty: 5853.104004
	Iteration 79Q: 3 clusters Score -1.856657e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111863 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -18566596.000000 Penalty: 5853.104004
	Iteration 80F: 3 clusters Score -1.85666e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111945 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -18566574.000000 Penalty: 5853.104004
	Iteration 81Q: 3 clusters Score -1.856657e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112020 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -18566582.000000 Penalty: 5853.104004
	Iteration 82Q: 3 clusters Score -1.856658e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112094 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -18566592.000000 Penalty: 5853.104004
	Iteration 83Q: 3 clusters Score -1.856659e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112170 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -18566596.000000 Penalty: 5853.104004
	Iteration 84Q: 3 clusters Score -1.85666e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112248 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -18566604.000000 Penalty: 5853.104004
	Iteration 85Q: 3 clusters Score -1.85666e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112329 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -18566612.000000 Penalty: 5853.104004
	Iteration 86Q: 3 clusters Score -1.856661e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112407 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -18566644.000000 Penalty: 5853.104004
	Iteration 87Q: 3 clusters Score -1.856664e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112482 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -18566616.000000 Penalty: 5853.104004
	Iteration 88Q: 3 clusters Score -1.856662e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112578 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -18566632.000000 Penalty: 5853.104004
	Iteration 89Q: 3 clusters Score -1.856663e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112667 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -18566636.000000 Penalty: 5853.104004
	Iteration 90Q: 3 clusters Score -1.856664e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112751 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -18566644.000000 Penalty: 5853.104004
	Iteration 91Q: 3 clusters Score -1.856664e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112827 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -18566672.000000 Penalty: 5853.104004
	Iteration 92Q: 3 clusters Score -1.856667e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112900 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -18566678.000000 Penalty: 5853.104004
	Iteration 93Q: 3 clusters Score -1.856668e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112979 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -18566666.000000 Penalty: 5853.104004
	Iteration 94Q: 3 clusters Score -1.856667e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113058 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -18566660.000000 Penalty: 5853.104004
	Iteration 95Q: 3 clusters Score -1.856666e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113132 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -18566648.000000 Penalty: 5853.104004
	Iteration 96Q: 3 clusters Score -1.856665e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113200 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -18566718.000000 Penalty: 5853.104004
	Iteration 97Q: 3 clusters Score -1.856672e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113259 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -18566708.000000 Penalty: 5853.104004
	Iteration 98Q: 3 clusters Score -1.856671e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113314 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -18566702.000000 Penalty: 5853.104004
	Iteration 99Q: 3 clusters Score -1.85667e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113355 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -18566730.000000 Penalty: 5853.104004
	Iteration 100F: 3 clusters Score -1.856673e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113397 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -18566748.000000 Penalty: 5853.104004
	Iteration 101Q: 3 clusters Score -1.856675e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113446 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -18566722.000000 Penalty: 5853.104004
	Iteration 102Q: 3 clusters Score -1.856672e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113489 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -18566726.000000 Penalty: 5853.104004
	Iteration 103Q: 3 clusters Score -1.856673e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113516 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -18566726.000000 Penalty: 5853.104004
	Iteration 104Q: 3 clusters Score -1.856673e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113544 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -18566712.000000 Penalty: 5853.104004
	Iteration 105Q: 3 clusters Score -1.856671e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113567 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -18566708.000000 Penalty: 5853.104004
	Iteration 106Q: 3 clusters Score -1.856671e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113589 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -18566728.000000 Penalty: 5853.104004
	Iteration 107Q: 3 clusters Score -1.856673e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113621 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -18566722.000000 Penalty: 5853.104004
	Iteration 108Q: 3 clusters Score -1.856672e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113653 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -18566750.000000 Penalty: 5853.104004
	Iteration 109Q: 3 clusters Score -1.856675e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113683 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -18566736.000000 Penalty: 5853.104004
	Iteration 110Q: 3 clusters Score -1.856674e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113712 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -18566746.000000 Penalty: 5853.104004
	Iteration 111Q: 3 clusters Score -1.856675e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113750 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -18566768.000000 Penalty: 5853.104004
	Iteration 112Q: 3 clusters Score -1.856677e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113788 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -18566746.000000 Penalty: 5853.104004
	Iteration 113Q: 3 clusters Score -1.856675e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113823 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -18566728.000000 Penalty: 5853.104004
	Iteration 114Q: 3 clusters Score -1.856673e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113864 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -18566718.000000 Penalty: 5853.104004
	Iteration 115Q: 3 clusters Score -1.856672e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113905 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -18566714.000000 Penalty: 5853.104004
	Iteration 116Q: 3 clusters Score -1.856671e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113941 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -18566714.000000 Penalty: 5853.104004
	Iteration 117Q: 3 clusters Score -1.856671e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113977 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -18566698.000000 Penalty: 5853.104004
	Iteration 118Q: 3 clusters Score -1.85667e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114005 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -18566708.000000 Penalty: 5853.104004
	Iteration 119Q: 3 clusters Score -1.856671e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114032 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -18566722.000000 Penalty: 5853.104004
	Iteration 120F: 3 clusters Score -1.856672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114050 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -18566736.000000 Penalty: 5853.104004
	Iteration 121Q: 3 clusters Score -1.856674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114062 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -18566722.000000 Penalty: 5853.104004
	Iteration 122Q: 3 clusters Score -1.856672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114070 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -18566730.000000 Penalty: 5853.104004
	Iteration 123Q: 3 clusters Score -1.856673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114075 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -18566728.000000 Penalty: 5853.104004
	Iteration 124Q: 3 clusters Score -1.856673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114082 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -18566726.000000 Penalty: 5853.104004
	Iteration 125Q: 3 clusters Score -1.856673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114092 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -18566736.000000 Penalty: 5853.104004
	Iteration 126Q: 3 clusters Score -1.856674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114099 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -18566734.000000 Penalty: 5853.104004
	Iteration 127Q: 3 clusters Score -1.856673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114104 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -18566744.000000 Penalty: 5853.104004
	Iteration 128Q: 3 clusters Score -1.856674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114111 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -18566746.000000 Penalty: 5853.104004
	Iteration 129Q: 3 clusters Score -1.856675e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114126 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -18566738.000000 Penalty: 5853.104004
	Iteration 130Q: 3 clusters Score -1.856674e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114146 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -18566732.000000 Penalty: 5853.104004
	Iteration 131Q: 3 clusters Score -1.856673e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114170 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -18566738.000000 Penalty: 5853.104004
	Iteration 132Q: 3 clusters Score -1.856674e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114194 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -18566748.000000 Penalty: 5853.104004
	Iteration 133Q: 3 clusters Score -1.856675e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114212 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -18566762.000000 Penalty: 5853.104004
	Iteration 134Q: 3 clusters Score -1.856676e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114232 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -18566768.000000 Penalty: 5853.104004
	Iteration 135Q: 3 clusters Score -1.856677e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114252 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -18566764.000000 Penalty: 5853.104004
	Iteration 136Q: 3 clusters Score -1.856676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114265 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -18566768.000000 Penalty: 5853.104004
	Iteration 137Q: 3 clusters Score -1.856677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114276 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -18566758.000000 Penalty: 5853.104004
	Iteration 138Q: 3 clusters Score -1.856676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114283 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -18566758.000000 Penalty: 5853.104004
	Iteration 139Q: 3 clusters Score -1.856676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114295 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -18566750.000000 Penalty: 5853.104004
	Iteration 140F: 3 clusters Score -1.856675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114301 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -18566736.000000 Penalty: 5853.104004
	Iteration 141Q: 3 clusters Score -1.856674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114307 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -18566740.000000 Penalty: 5853.104004
	Iteration 142Q: 3 clusters Score -1.856674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114311 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -18566740.000000 Penalty: 5853.104004
	Iteration 143Q: 3 clusters Score -1.856674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114311 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -18566740.000000 Penalty: 5853.104004
	Iteration 144F: 3 clusters Score -1.856674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (46209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Entering Unmasked Estep 
Score: -6262700.000000 Penalty: 2663.750488
	Iteration 0F: 2 clusters Score -6262700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -6231508.500000 Penalty: 5327.500977
	Iteration 0F: 3 clusters Score -6231508 nChanged 21245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -6243037.000000 Penalty: 5327.500977
	Iteration 1F: 3 clusters Score -6243037 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -6243512.500000 Penalty: 5327.500977
	Iteration 2Q: 3 clusters Score -6243512 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -6243930.500000 Penalty: 5327.500977
	Iteration 3Q: 3 clusters Score -6243930 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -6244346.500000 Penalty: 5327.500977
	Iteration 4Q: 3 clusters Score -6244346 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -6244843.000000 Penalty: 5327.500977
	Iteration 5Q: 3 clusters Score -6244843 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -6245322.500000 Penalty: 5327.500977
	Iteration 6Q: 3 clusters Score -6245322 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -6245868.000000 Penalty: 5327.500977
	Iteration 7Q: 3 clusters Score -6245868 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -6246537.000000 Penalty: 5327.500977
	Iteration 8Q: 3 clusters Score -6246537 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -6247502.500000 Penalty: 5327.500977
	Iteration 9Q: 3 clusters Score -6247502 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -6248844.000000 Penalty: 5327.500977
	Iteration 10F: 3 clusters Score -6248844 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -6250662.500000 Penalty: 5327.500977
	Iteration 11F: 3 clusters Score -6250662 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -6252816.500000 Penalty: 5327.500977
	Iteration 12F: 3 clusters Score -6252816 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -6255177.500000 Penalty: 5327.500977
	Iteration 13F: 3 clusters Score -6255178 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -6257391.500000 Penalty: 5327.500977
	Iteration 14F: 3 clusters Score -6257392 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -6258976.500000 Penalty: 5327.500977
	Iteration 15Q: 3 clusters Score -6258976 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6259862.500000 Penalty: 5327.500977
	Iteration 16Q: 3 clusters Score -6259862 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6260269.000000 Penalty: 5327.500977
	Iteration 17Q: 3 clusters Score -6260269 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6260459.000000 Penalty: 5327.500977
	Iteration 18Q: 3 clusters Score -6260459 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6260580.500000 Penalty: 5327.500977
	Iteration 19Q: 3 clusters Score -6260580 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6260632.000000 Penalty: 5327.500977
	Iteration 20F: 3 clusters Score -6260632 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6260677.000000 Penalty: 5327.500977
	Iteration 21Q: 3 clusters Score -6260677 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6260692.500000 Penalty: 5327.500977
	Iteration 22Q: 3 clusters Score -6260692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6260704.500000 Penalty: 5327.500977
	Iteration 23Q: 3 clusters Score -6260704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6260715.500000 Penalty: 5327.500977
	Iteration 24Q: 3 clusters Score -6260716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6260720.000000 Penalty: 5327.500977
	Iteration 25Q: 3 clusters Score -6260720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6260715.000000 Penalty: 5327.500977
	Iteration 26Q: 3 clusters Score -6260715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6260713.000000 Penalty: 5327.500977
	Iteration 27Q: 3 clusters Score -6260713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6260713.000000 Penalty: 5327.500977
	Iteration 28F: 3 clusters Score -6260713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -93471.507812 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -93471.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -91788.937500 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -91788.94 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -92152.515625 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -92152.52 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -92314.476562 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -92314.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -92418.718750 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -92418.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -92475.671875 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -92475.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -92556.734375 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -92556.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -92678.117188 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -92678.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -92778.679688 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -92778.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -92822.226562 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -92822.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -92859.343750 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -92859.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -92898.257812 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -92898.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -92936.335938 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -92936.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -92962.429688 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -92962.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -93003.507812 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -93003.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -93034.875000 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -93034.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -93108.539062 Penalty: 3284.877197
	Iteration 15Q: 3 clusters Score -93108.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -93187.781250 Penalty: 3284.877197
	Iteration 16Q: 3 clusters Score -93187.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -93236.273438 Penalty: 3284.877197
	Iteration 17Q: 3 clusters Score -93236.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -93286.812500 Penalty: 3284.877197
	Iteration 18Q: 3 clusters Score -93286.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -93360.523438 Penalty: 3284.877197
	Iteration 19Q: 3 clusters Score -93360.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -93451.601562 Penalty: 3284.877197
	Iteration 20F: 3 clusters Score -93451.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -93462.015625 Penalty: 3284.877197
	Iteration 21Q: 3 clusters Score -93462.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -93464.609375 Penalty: 3284.877197
	Iteration 22Q: 3 clusters Score -93464.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -93466.601562 Penalty: 3284.877197
	Iteration 23Q: 3 clusters Score -93466.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -93469.757812 Penalty: 3284.877197
	Iteration 24Q: 3 clusters Score -93469.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -93469.757812 Penalty: 3284.877197
	Iteration 25F: 3 clusters Score -93469.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -79661.179688 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -79661.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -78067.359375 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -78067.36 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -78308.890625 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -78308.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -78441.734375 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -78441.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -78552.289062 Penalty: 3194.709473
	Iteration 3F: 3 clusters Score -78552.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -78626.781250 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -78626.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -78720.648438 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -78720.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -78851.312500 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -78851.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -78950.132812 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -78950.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -78998.437500 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -78998.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -79051.953125 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -79051.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -79073.968750 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -79073.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -79091.476562 Penalty: 3194.709473
	Iteration 11Q: 3 clusters Score -79091.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -79104.734375 Penalty: 3194.709473
	Iteration 12Q: 3 clusters Score -79104.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -79121.656250 Penalty: 3194.709473
	Iteration 13Q: 3 clusters Score -79121.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -79132.242188 Penalty: 3194.709473
	Iteration 14Q: 3 clusters Score -79132.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -79147.687500 Penalty: 3194.709473
	Iteration 15Q: 3 clusters Score -79147.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -79160.101562 Penalty: 3194.709473
	Iteration 16Q: 3 clusters Score -79160.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -79166.492188 Penalty: 3194.709473
	Iteration 17Q: 3 clusters Score -79166.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -79181.031250 Penalty: 3194.709473
	Iteration 18Q: 3 clusters Score -79181.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -79186.734375 Penalty: 3194.709473
	Iteration 19Q: 3 clusters Score -79186.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -79197.835938 Penalty: 3194.709473
	Iteration 20F: 3 clusters Score -79197.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -79215.210938 Penalty: 3194.709473
	Iteration 21Q: 3 clusters Score -79215.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -79244.273438 Penalty: 3194.709473
	Iteration 22Q: 3 clusters Score -79244.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -79291.968750 Penalty: 3194.709473
	Iteration 23Q: 3 clusters Score -79291.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -79404.312500 Penalty: 3194.709473
	Iteration 24Q: 3 clusters Score -79404.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -79523.703125 Penalty: 3194.709473
	Iteration 25Q: 3 clusters Score -79523.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -79612.656250 Penalty: 3194.709473
	Iteration 26Q: 3 clusters Score -79612.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -79835.960938 Penalty: 3194.709473
	Iteration 27Q: 3 clusters Score -79835.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -79837.406250 Penalty: 3194.709473
	Iteration 28Q: 3 clusters Score -79837.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -79839.187500 Penalty: 3194.709473
	Iteration 29Q: 3 clusters Score -79839.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -79839.906250 Penalty: 3194.709473
	Iteration 30Q: 3 clusters Score -79839.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -79839.906250 Penalty: 3194.709473
	Iteration 31F: 3 clusters Score -79839.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23465 members 
Mstep: Class 4 contains 14140 members 
Mstep: Class 5 contains 50429 members 
Mstep: Class 6 contains 4155 members 
Mstep: Class 7 contains 15583 members 
Mstep: Class 8 contains 199119 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 7675 members 
Mstep: Class 11 contains 7266 members 
Mstep: Class 12 contains 5976 members 
Mstep: Class 13 contains 12608 members 
Mstep: Class 14 contains 9838 members 
Mstep: Class 15 contains 8271 members 
Mstep: Class 16 contains 24887 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 141895 members 
Mstep: Class 19 contains 145154 members 
Mstep: Class 20 contains 29541 members 
Mstep: Class 21 contains 1439 members 
Mstep: Class 22 contains 35711 members 
Mstep: Class 23 contains 17642 members 
Mstep: Class 24 contains 46907 members 
Mstep: Class 25 contains 133334 members 
Mstep: Class 26 contains 46209 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 215 members 
Mstep: Class 29 contains 412 members 
Entering Unmasked Estep 
Score: -142941136.000000 Penalty: 99736.046875
Splitting cluster 28 changes total score from -142943120.000000 to -142941136.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23465 members 
Mstep: Class 4 contains 14140 members 
Mstep: Class 5 contains 50429 members 
Mstep: Class 6 contains 4155 members 
Mstep: Class 7 contains 15583 members 
Mstep: Class 8 contains 199119 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 7675 members 
Mstep: Class 11 contains 7266 members 
Mstep: Class 12 contains 5976 members 
Mstep: Class 13 contains 12608 members 
Mstep: Class 14 contains 9838 members 
Mstep: Class 15 contains 8271 members 
Mstep: Class 16 contains 24887 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 141895 members 
Mstep: Class 19 contains 145154 members 
Mstep: Class 20 contains 29541 members 
Mstep: Class 21 contains 1439 members 
Mstep: Class 22 contains 35711 members 
Mstep: Class 23 contains 17642 members 
Mstep: Class 24 contains 46907 members 
Mstep: Class 25 contains 133334 members 
Mstep: Class 26 contains 46209 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942944.000000 Penalty: 96296.875000
Iteration 119Q: 29 clusters Score -1.429429e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56395 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 14147 members 
Mstep: Class 5 contains 50397 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 15580 members 
Mstep: Class 8 contains 199202 members 
Mstep: Class 9 contains 5337 members 
Mstep: Class 10 contains 7673 members 
Mstep: Class 11 contains 7269 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 12555 members 
Mstep: Class 14 contains 9824 members 
Mstep: Class 15 contains 8282 members 
Mstep: Class 16 contains 24888 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 141630 members 
Mstep: Class 19 contains 145371 members 
Mstep: Class 20 contains 29576 members 
Mstep: Class 21 contains 1439 members 
Mstep: Class 22 contains 35725 members 
Mstep: Class 23 contains 17659 members 
Mstep: Class 24 contains 46896 members 
Mstep: Class 25 contains 133358 members 
Mstep: Class 26 contains 46213 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942976.000000 Penalty: 96296.875000
Iteration 120F: 29 clusters Score -1.42943e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 23441 members 
Mstep: Class 4 contains 14162 members 
Mstep: Class 5 contains 50371 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 15579 members 
Mstep: Class 8 contains 199305 members 
Mstep: Class 9 contains 5339 members 
Mstep: Class 10 contains 7670 members 
Mstep: Class 11 contains 7266 members 
Mstep: Class 12 contains 5974 members 
Mstep: Class 13 contains 12498 members 
Mstep: Class 14 contains 9816 members 
Mstep: Class 15 contains 8291 members 
Mstep: Class 16 contains 24886 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 141393 members 
Mstep: Class 19 contains 145551 members 
Mstep: Class 20 contains 29606 members 
Mstep: Class 21 contains 1436 members 
Mstep: Class 22 contains 35746 members 
Mstep: Class 23 contains 17662 members 
Mstep: Class 24 contains 46886 members 
Mstep: Class 25 contains 133399 members 
Mstep: Class 26 contains 46202 members 
Mstep: Class 27 contains 758 members 
Mstep: Class 28 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943152.000000 Penalty: 96296.875000
Iteration 121Q: 29 clusters Score -1.429432e+08 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 6114 members 
Mstep: Class 3 contains 23424 members 
Mstep: Class 4 contains 14164 members 
Mstep: Class 5 contains 50352 members 
Mstep: Class 6 contains 4152 members 
Mstep: Class 7 contains 15579 members 
Mstep: Class 8 contains 199370 members 
Mstep: Class 9 contains 5344 members 
Mstep: Class 10 contains 7667 members 
Mstep: Class 11 contains 7268 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 12441 members 
Mstep: Class 14 contains 9806 members 
Mstep: Class 15 contains 8304 members 
Mstep: Class 16 contains 24885 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 141160 members 
Mstep: Class 19 contains 145742 members 
Mstep: Class 20 contains 29639 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 35756 members 
Mstep: Class 23 contains 17682 members 
Mstep: Class 24 contains 46875 members 
Mstep: Class 25 contains 133434 members 
Mstep: Class 26 contains 46200 members 
Mstep: Class 27 contains 761 members 
Mstep: Class 28 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943360.000000 Penalty: 96296.875000
Iteration 122Q: 29 clusters Score -1.429434e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56314 members 
Mstep: Class 2 contains 6118 members 
Mstep: Class 3 contains 23418 members 
Mstep: Class 4 contains 14166 members 
Mstep: Class 5 contains 50334 members 
Mstep: Class 6 contains 4151 members 
Mstep: Class 7 contains 15578 members 
Mstep: Class 8 contains 199456 members 
Mstep: Class 9 contains 5345 members 
Mstep: Class 10 contains 7670 members 
Mstep: Class 11 contains 7272 members 
Mstep: Class 12 contains 5976 members 
Mstep: Class 13 contains 12374 members 
Mstep: Class 14 contains 9799 members 
Mstep: Class 15 contains 8310 members 
Mstep: Class 16 contains 24883 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 140951 members 
Mstep: Class 19 contains 145906 members 
Mstep: Class 20 contains 29671 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 35763 members 
Mstep: Class 23 contains 17689 members 
Mstep: Class 24 contains 46862 members 
Mstep: Class 25 contains 133461 members 
Mstep: Class 26 contains 46199 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943200.000000 Penalty: 96296.875000
Iteration 123Q: 29 clusters Score -1.429432e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 6118 members 
Mstep: Class 3 contains 23415 members 
Mstep: Class 4 contains 14167 members 
Mstep: Class 5 contains 50323 members 
Mstep: Class 6 contains 4152 members 
Mstep: Class 7 contains 15578 members 
Mstep: Class 8 contains 199539 members 
Mstep: Class 9 contains 5345 members 
Mstep: Class 10 contains 7670 members 
Mstep: Class 11 contains 7269 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 12333 members 
Mstep: Class 14 contains 9796 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 24880 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 140747 members 
Mstep: Class 19 contains 146035 members 
Mstep: Class 20 contains 29689 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 35763 members 
Mstep: Class 23 contains 17695 members 
Mstep: Class 24 contains 46855 members 
Mstep: Class 25 contains 133510 members 
Mstep: Class 26 contains 46188 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943024.000000 Penalty: 96296.875000
Iteration 124Q: 29 clusters Score -1.42943e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 6118 members 
Mstep: Class 3 contains 23421 members 
Mstep: Class 4 contains 14168 members 
Mstep: Class 5 contains 50298 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 15578 members 
Mstep: Class 8 contains 199603 members 
Mstep: Class 9 contains 5344 members 
Mstep: Class 10 contains 7671 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 5974 members 
Mstep: Class 13 contains 12297 members 
Mstep: Class 14 contains 9794 members 
Mstep: Class 15 contains 8328 members 
Mstep: Class 16 contains 24874 members 
Mstep: Class 17 contains 3007 members 
Mstep: Class 18 contains 140570 members 
Mstep: Class 19 contains 146178 members 
Mstep: Class 20 contains 29718 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 35773 members 
Mstep: Class 23 contains 17698 members 
Mstep: Class 24 contains 46855 members 
Mstep: Class 25 contains 133517 members 
Mstep: Class 26 contains 46181 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943088.000000 Penalty: 96296.875000
Iteration 125Q: 29 clusters Score -1.429431e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 6118 members 
Mstep: Class 3 contains 23418 members 
Mstep: Class 4 contains 14172 members 
Mstep: Class 5 contains 50280 members 
Mstep: Class 6 contains 4160 members 
Mstep: Class 7 contains 15579 members 
Mstep: Class 8 contains 199671 members 
Mstep: Class 9 contains 5344 members 
Mstep: Class 10 contains 7668 members 
Mstep: Class 11 contains 7261 members 
Mstep: Class 12 contains 5973 members 
Mstep: Class 13 contains 12265 members 
Mstep: Class 14 contains 9790 members 
Mstep: Class 15 contains 8342 members 
Mstep: Class 16 contains 24871 members 
Mstep: Class 17 contains 3007 members 
Mstep: Class 18 contains 140405 members 
Mstep: Class 19 contains 146314 members 
Mstep: Class 20 contains 29745 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 35772 members 
Mstep: Class 23 contains 17707 members 
Mstep: Class 24 contains 46852 members 
Mstep: Class 25 contains 133529 members 
Mstep: Class 26 contains 46166 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942944.000000 Penalty: 96296.875000
Iteration 126Q: 29 clusters Score -1.429429e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56237 members 
Mstep: Class 2 contains 6118 members 
Mstep: Class 3 contains 23411 members 
Mstep: Class 4 contains 14170 members 
Mstep: Class 5 contains 50254 members 
Mstep: Class 6 contains 4162 members 
Mstep: Class 7 contains 15580 members 
Mstep: Class 8 contains 199711 members 
Mstep: Class 9 contains 5346 members 
Mstep: Class 10 contains 7668 members 
Mstep: Class 11 contains 7257 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 9789 members 
Mstep: Class 15 contains 8352 members 
Mstep: Class 16 contains 24870 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 140240 members 
Mstep: Class 19 contains 146461 members 
Mstep: Class 20 contains 29785 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 35780 members 
Mstep: Class 23 contains 17713 members 
Mstep: Class 24 contains 46844 members 
Mstep: Class 25 contains 133558 members 
Mstep: Class 26 contains 46160 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943120.000000 Penalty: 96296.875000
Iteration 127Q: 29 clusters Score -1.429431e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56223 members 
Mstep: Class 2 contains 6118 members 
Mstep: Class 3 contains 23405 members 
Mstep: Class 4 contains 14168 members 
Mstep: Class 5 contains 50241 members 
Mstep: Class 6 contains 4165 members 
Mstep: Class 7 contains 15580 members 
Mstep: Class 8 contains 199740 members 
Mstep: Class 9 contains 5346 members 
Mstep: Class 10 contains 7668 members 
Mstep: Class 11 contains 7255 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 12199 members 
Mstep: Class 14 contains 9784 members 
Mstep: Class 15 contains 8360 members 
Mstep: Class 16 contains 24866 members 
Mstep: Class 17 contains 3007 members 
Mstep: Class 18 contains 140059 members 
Mstep: Class 19 contains 146617 members 
Mstep: Class 20 contains 29811 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 35790 members 
Mstep: Class 23 contains 17719 members 
Mstep: Class 24 contains 46843 members 
Mstep: Class 25 contains 133597 members 
Mstep: Class 26 contains 46142 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942992.000000 Penalty: 96296.875000
Iteration 128Q: 29 clusters Score -1.42943e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56189 members 
Mstep: Class 2 contains 6117 members 
Mstep: Class 3 contains 23406 members 
Mstep: Class 4 contains 14167 members 
Mstep: Class 5 contains 50227 members 
Mstep: Class 6 contains 4167 members 
Mstep: Class 7 contains 15579 members 
Mstep: Class 8 contains 199759 members 
Mstep: Class 9 contains 5343 members 
Mstep: Class 10 contains 7668 members 
Mstep: Class 11 contains 7262 members 
Mstep: Class 12 contains 5972 members 
Mstep: Class 13 contains 12179 members 
Mstep: Class 14 contains 9778 members 
Mstep: Class 15 contains 8375 members 
Mstep: Class 16 contains 24863 members 
Mstep: Class 17 contains 3006 members 
Mstep: Class 18 contains 139861 members 
Mstep: Class 19 contains 146771 members 
Mstep: Class 20 contains 29834 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 35796 members 
Mstep: Class 23 contains 17730 members 
Mstep: Class 24 contains 46840 members 
Mstep: Class 25 contains 133646 members 
Mstep: Class 26 contains 46139 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943328.000000 Penalty: 96296.875000
Iteration 129Q: 29 clusters Score -1.429433e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56151 members 
Mstep: Class 2 contains 6117 members 
Mstep: Class 3 contains 23400 members 
Mstep: Class 4 contains 14168 members 
Mstep: Class 5 contains 50210 members 
Mstep: Class 6 contains 4167 members 
Mstep: Class 7 contains 15577 members 
Mstep: Class 8 contains 199824 members 
Mstep: Class 9 contains 5341 members 
Mstep: Class 10 contains 7667 members 
Mstep: Class 11 contains 7262 members 
Mstep: Class 12 contains 5970 members 
Mstep: Class 13 contains 12145 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 8390 members 
Mstep: Class 16 contains 24862 members 
Mstep: Class 17 contains 3006 members 
Mstep: Class 18 contains 139692 members 
Mstep: Class 19 contains 146937 members 
Mstep: Class 20 contains 29845 members 
Mstep: Class 21 contains 1423 members 
Mstep: Class 22 contains 35804 members 
Mstep: Class 23 contains 17736 members 
Mstep: Class 24 contains 46840 members 
Mstep: Class 25 contains 133672 members 
Mstep: Class 26 contains 46125 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943280.000000 Penalty: 96296.875000
Iteration 130Q: 29 clusters Score -1.429433e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56128 members 
Mstep: Class 2 contains 6115 members 
Mstep: Class 3 contains 23400 members 
Mstep: Class 4 contains 14174 members 
Mstep: Class 5 contains 50183 members 
Mstep: Class 6 contains 4166 members 
Mstep: Class 7 contains 15577 members 
Mstep: Class 8 contains 199919 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 7670 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 5970 members 
Mstep: Class 13 contains 12117 members 
Mstep: Class 14 contains 9752 members 
Mstep: Class 15 contains 8407 members 
Mstep: Class 16 contains 24854 members 
Mstep: Class 17 contains 3006 members 
Mstep: Class 18 contains 139507 members 
Mstep: Class 19 contains 147084 members 
Mstep: Class 20 contains 29855 members 
Mstep: Class 21 contains 1419 members 
Mstep: Class 22 contains 35801 members 
Mstep: Class 23 contains 17751 members 
Mstep: Class 24 contains 46824 members 
Mstep: Class 25 contains 133706 members 
Mstep: Class 26 contains 46104 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943360.000000 Penalty: 96296.875000
Iteration 131Q: 29 clusters Score -1.429434e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 6113 members 
Mstep: Class 3 contains 23391 members 
Mstep: Class 4 contains 14179 members 
Mstep: Class 5 contains 50157 members 
Mstep: Class 6 contains 4165 members 
Mstep: Class 7 contains 15577 members 
Mstep: Class 8 contains 200028 members 
Mstep: Class 9 contains 5339 members 
Mstep: Class 10 contains 7669 members 
Mstep: Class 11 contains 7269 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 12080 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 8423 members 
Mstep: Class 16 contains 24850 members 
Mstep: Class 17 contains 3007 members 
Mstep: Class 18 contains 139328 members 
Mstep: Class 19 contains 147216 members 
Mstep: Class 20 contains 29874 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 35804 members 
Mstep: Class 23 contains 17761 members 
Mstep: Class 24 contains 46809 members 
Mstep: Class 25 contains 133720 members 
Mstep: Class 26 contains 46078 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942992.000000 Penalty: 96296.875000
Iteration 132Q: 29 clusters Score -1.42943e+08 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23392 members 
Mstep: Class 4 contains 14189 members 
Mstep: Class 5 contains 50138 members 
Mstep: Class 6 contains 4162 members 
Mstep: Class 7 contains 15577 members 
Mstep: Class 8 contains 200073 members 
Mstep: Class 9 contains 5338 members 
Mstep: Class 10 contains 7670 members 
Mstep: Class 11 contains 7265 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 12049 members 
Mstep: Class 14 contains 9727 members 
Mstep: Class 15 contains 8445 members 
Mstep: Class 16 contains 24850 members 
Mstep: Class 17 contains 3007 members 
Mstep: Class 18 contains 139150 members 
Mstep: Class 19 contains 147373 members 
Mstep: Class 20 contains 29899 members 
Mstep: Class 21 contains 1406 members 
Mstep: Class 22 contains 35816 members 
Mstep: Class 23 contains 17764 members 
Mstep: Class 24 contains 46806 members 
Mstep: Class 25 contains 133734 members 
Mstep: Class 26 contains 46062 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942816.000000 Penalty: 96296.875000
Iteration 133Q: 29 clusters Score -1.429428e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23397 members 
Mstep: Class 4 contains 14195 members 
Mstep: Class 5 contains 50125 members 
Mstep: Class 6 contains 4160 members 
Mstep: Class 7 contains 15577 members 
Mstep: Class 8 contains 200117 members 
Mstep: Class 9 contains 5339 members 
Mstep: Class 10 contains 7667 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 5970 members 
Mstep: Class 13 contains 12012 members 
Mstep: Class 14 contains 9708 members 
Mstep: Class 15 contains 8462 members 
Mstep: Class 16 contains 24849 members 
Mstep: Class 17 contains 3006 members 
Mstep: Class 18 contains 138962 members 
Mstep: Class 19 contains 147525 members 
Mstep: Class 20 contains 29914 members 
Mstep: Class 21 contains 1395 members 
Mstep: Class 22 contains 35838 members 
Mstep: Class 23 contains 17772 members 
Mstep: Class 24 contains 46812 members 
Mstep: Class 25 contains 133749 members 
Mstep: Class 26 contains 46054 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943120.000000 Penalty: 96296.875000
Iteration 134Q: 29 clusters Score -1.429431e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23397 members 
Mstep: Class 4 contains 14203 members 
Mstep: Class 5 contains 50103 members 
Mstep: Class 6 contains 4158 members 
Mstep: Class 7 contains 15576 members 
Mstep: Class 8 contains 200183 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 7669 members 
Mstep: Class 11 contains 7268 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 11980 members 
Mstep: Class 14 contains 9688 members 
Mstep: Class 15 contains 8472 members 
Mstep: Class 16 contains 24848 members 
Mstep: Class 17 contains 3006 members 
Mstep: Class 18 contains 138787 members 
Mstep: Class 19 contains 147673 members 
Mstep: Class 20 contains 29935 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 35844 members 
Mstep: Class 23 contains 17780 members 
Mstep: Class 24 contains 46819 members 
Mstep: Class 25 contains 133765 members 
Mstep: Class 26 contains 46030 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943040.000000 Penalty: 96296.875000
Iteration 135Q: 29 clusters Score -1.42943e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23384 members 
Mstep: Class 4 contains 14212 members 
Mstep: Class 5 contains 50076 members 
Mstep: Class 6 contains 4158 members 
Mstep: Class 7 contains 15575 members 
Mstep: Class 8 contains 200229 members 
Mstep: Class 9 contains 5343 members 
Mstep: Class 10 contains 7668 members 
Mstep: Class 11 contains 7275 members 
Mstep: Class 12 contains 5970 members 
Mstep: Class 13 contains 11946 members 
Mstep: Class 14 contains 9667 members 
Mstep: Class 15 contains 8480 members 
Mstep: Class 16 contains 24849 members 
Mstep: Class 17 contains 3007 members 
Mstep: Class 18 contains 138632 members 
Mstep: Class 19 contains 147830 members 
Mstep: Class 20 contains 29954 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 35850 members 
Mstep: Class 23 contains 17788 members 
Mstep: Class 24 contains 46829 members 
Mstep: Class 25 contains 133778 members 
Mstep: Class 26 contains 46011 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943072.000000 Penalty: 96296.875000
Iteration 136Q: 29 clusters Score -1.429431e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56033 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23386 members 
Mstep: Class 4 contains 14221 members 
Mstep: Class 5 contains 50060 members 
Mstep: Class 6 contains 4157 members 
Mstep: Class 7 contains 15574 members 
Mstep: Class 8 contains 200254 members 
Mstep: Class 9 contains 5351 members 
Mstep: Class 10 contains 7668 members 
Mstep: Class 11 contains 7276 members 
Mstep: Class 12 contains 5970 members 
Mstep: Class 13 contains 11914 members 
Mstep: Class 14 contains 9647 members 
Mstep: Class 15 contains 8500 members 
Mstep: Class 16 contains 24848 members 
Mstep: Class 17 contains 3007 members 
Mstep: Class 18 contains 138493 members 
Mstep: Class 19 contains 147971 members 
Mstep: Class 20 contains 29962 members 
Mstep: Class 21 contains 1369 members 
Mstep: Class 22 contains 35865 members 
Mstep: Class 23 contains 17796 members 
Mstep: Class 24 contains 46835 members 
Mstep: Class 25 contains 133782 members 
Mstep: Class 26 contains 45997 members 
Mstep: Class 27 contains 761 members 
Mstep: Class 28 contains 693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943168.000000 Penalty: 96296.875000
Iteration 137Q: 29 clusters Score -1.429432e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56025 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 23388 members 
Mstep: Class 4 contains 14232 members 
Mstep: Class 5 contains 50049 members 
Mstep: Class 6 contains 4152 members 
Mstep: Class 7 contains 15575 members 
Mstep: Class 8 contains 200259 members 
Mstep: Class 9 contains 5354 members 
Mstep: Class 10 contains 7668 members 
Mstep: Class 11 contains 7269 members 
Mstep: Class 12 contains 5973 members 
Mstep: Class 13 contains 11894 members 
Mstep: Class 14 contains 9634 members 
Mstep: Class 15 contains 8520 members 
Mstep: Class 16 contains 24838 members 
Mstep: Class 17 contains 3005 members 
Mstep: Class 18 contains 138339 members 
Mstep: Class 19 contains 148106 members 
Mstep: Class 20 contains 29984 members 
Mstep: Class 21 contains 1365 members 
Mstep: Class 22 contains 35882 members 
Mstep: Class 23 contains 17808 members 
Mstep: Class 24 contains 46833 members 
Mstep: Class 25 contains 133787 members 
Mstep: Class 26 contains 45994 members 
Mstep: Class 27 contains 761 members 
Mstep: Class 28 contains 697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943168.000000 Penalty: 96296.875000
Iteration 138Q: 29 clusters Score -1.429432e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 23386 members 
Mstep: Class 4 contains 14242 members 
Mstep: Class 5 contains 50030 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15577 members 
Mstep: Class 8 contains 200283 members 
Mstep: Class 9 contains 5354 members 
Mstep: Class 10 contains 7668 members 
Mstep: Class 11 contains 7260 members 
Mstep: Class 12 contains 5972 members 
Mstep: Class 13 contains 11861 members 
Mstep: Class 14 contains 9623 members 
Mstep: Class 15 contains 8536 members 
Mstep: Class 16 contains 24834 members 
Mstep: Class 17 contains 3005 members 
Mstep: Class 18 contains 138207 members 
Mstep: Class 19 contains 148230 members 
Mstep: Class 20 contains 30007 members 
Mstep: Class 21 contains 1362 members 
Mstep: Class 22 contains 35888 members 
Mstep: Class 23 contains 17820 members 
Mstep: Class 24 contains 46822 members 
Mstep: Class 25 contains 133810 members 
Mstep: Class 26 contains 45982 members 
Mstep: Class 27 contains 761 members 
Mstep: Class 28 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142942960.000000 Penalty: 96296.875000
Iteration 139Q: 29 clusters Score -1.42943e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56011 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 23383 members 
Mstep: Class 4 contains 14243 members 
Mstep: Class 5 contains 50020 members 
Mstep: Class 6 contains 4149 members 
Mstep: Class 7 contains 15577 members 
Mstep: Class 8 contains 200318 members 
Mstep: Class 9 contains 5357 members 
Mstep: Class 10 contains 7667 members 
Mstep: Class 11 contains 7252 members 
Mstep: Class 12 contains 5972 members 
Mstep: Class 13 contains 11831 members 
Mstep: Class 14 contains 9622 members 
Mstep: Class 15 contains 8545 members 
Mstep: Class 16 contains 24829 members 
Mstep: Class 17 contains 3006 members 
Mstep: Class 18 contains 138071 members 
Mstep: Class 19 contains 148335 members 
Mstep: Class 20 contains 30020 members 
Mstep: Class 21 contains 1360 members 
Mstep: Class 22 contains 35903 members 
Mstep: Class 23 contains 17834 members 
Mstep: Class 24 contains 46816 members 
Mstep: Class 25 contains 133834 members 
Mstep: Class 26 contains 45971 members 
Mstep: Class 27 contains 761 members 
Mstep: Class 28 contains 704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943328.000000 Penalty: 96296.875000
Iteration 140F: 29 clusters Score -1.429433e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56001 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23381 members 
Mstep: Class 4 contains 14247 members 
Mstep: Class 5 contains 50003 members 
Mstep: Class 6 contains 4149 members 
Mstep: Class 7 contains 15574 members 
Mstep: Class 8 contains 200355 members 
Mstep: Class 9 contains 5357 members 
Mstep: Class 10 contains 7667 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5972 members 
Mstep: Class 13 contains 11811 members 
Mstep: Class 14 contains 9620 members 
Mstep: Class 15 contains 8550 members 
Mstep: Class 16 contains 24828 members 
Mstep: Class 17 contains 3006 members 
Mstep: Class 18 contains 137940 members 
Mstep: Class 19 contains 148443 members 
Mstep: Class 20 contains 30029 members 
Mstep: Class 21 contains 1343 members 
Mstep: Class 22 contains 35923 members 
Mstep: Class 23 contains 17842 members 
Mstep: Class 24 contains 46815 members 
Mstep: Class 25 contains 133852 members 
Mstep: Class 26 contains 45953 members 
Mstep: Class 27 contains 761 members 
Mstep: Class 28 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943280.000000 Penalty: 96296.875000
Iteration 141Q: 29 clusters Score -1.429433e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55989 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23375 members 
Mstep: Class 4 contains 14253 members 
Mstep: Class 5 contains 49989 members 
Mstep: Class 6 contains 4149 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200397 members 
Mstep: Class 9 contains 5356 members 
Mstep: Class 10 contains 7667 members 
Mstep: Class 11 contains 7249 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 11803 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 8557 members 
Mstep: Class 16 contains 24824 members 
Mstep: Class 17 contains 3006 members 
Mstep: Class 18 contains 137841 members 
Mstep: Class 19 contains 148513 members 
Mstep: Class 20 contains 30046 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 35930 members 
Mstep: Class 23 contains 17854 members 
Mstep: Class 24 contains 46816 members 
Mstep: Class 25 contains 133859 members 
Mstep: Class 26 contains 45932 members 
Mstep: Class 27 contains 761 members 
Mstep: Class 28 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943488.000000 Penalty: 96296.875000
Iteration 142Q: 29 clusters Score -1.429435e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55985 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23367 members 
Mstep: Class 4 contains 14257 members 
Mstep: Class 5 contains 49975 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 200419 members 
Mstep: Class 9 contains 5355 members 
Mstep: Class 10 contains 7667 members 
Mstep: Class 11 contains 7247 members 
Mstep: Class 12 contains 5973 members 
Mstep: Class 13 contains 11785 members 
Mstep: Class 14 contains 9613 members 
Mstep: Class 15 contains 8568 members 
Mstep: Class 16 contains 24819 members 
Mstep: Class 17 contains 3006 members 
Mstep: Class 18 contains 137746 members 
Mstep: Class 19 contains 148600 members 
Mstep: Class 20 contains 30061 members 
Mstep: Class 21 contains 1304 members 
Mstep: Class 22 contains 35945 members 
Mstep: Class 23 contains 17868 members 
Mstep: Class 24 contains 46808 members 
Mstep: Class 25 contains 133873 members 
Mstep: Class 26 contains 45908 members 
Mstep: Class 27 contains 761 members 
Mstep: Class 28 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943424.000000 Penalty: 96296.875000
Iteration 143Q: 29 clusters Score -1.429434e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55969 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23376 members 
Mstep: Class 4 contains 14261 members 
Mstep: Class 5 contains 49958 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 200458 members 
Mstep: Class 9 contains 5354 members 
Mstep: Class 10 contains 7666 members 
Mstep: Class 11 contains 7244 members 
Mstep: Class 12 contains 5973 members 
Mstep: Class 13 contains 11765 members 
Mstep: Class 14 contains 9610 members 
Mstep: Class 15 contains 8572 members 
Mstep: Class 16 contains 24813 members 
Mstep: Class 17 contains 3006 members 
Mstep: Class 18 contains 137660 members 
Mstep: Class 19 contains 148672 members 
Mstep: Class 20 contains 30075 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 35958 members 
Mstep: Class 23 contains 17880 members 
Mstep: Class 24 contains 46801 members 
Mstep: Class 25 contains 133888 members 
Mstep: Class 26 contains 45884 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943248.000000 Penalty: 96296.875000
Iteration 144Q: 29 clusters Score -1.429432e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55950 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23379 members 
Mstep: Class 4 contains 14270 members 
Mstep: Class 5 contains 49954 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 200501 members 
Mstep: Class 9 contains 5351 members 
Mstep: Class 10 contains 7660 members 
Mstep: Class 11 contains 7236 members 
Mstep: Class 12 contains 5973 members 
Mstep: Class 13 contains 11740 members 
Mstep: Class 14 contains 9605 members 
Mstep: Class 15 contains 8577 members 
Mstep: Class 16 contains 24807 members 
Mstep: Class 17 contains 3006 members 
Mstep: Class 18 contains 137576 members 
Mstep: Class 19 contains 148755 members 
Mstep: Class 20 contains 30088 members 
Mstep: Class 21 contains 1267 members 
Mstep: Class 22 contains 35969 members 
Mstep: Class 23 contains 17887 members 
Mstep: Class 24 contains 46797 members 
Mstep: Class 25 contains 133893 members 
Mstep: Class 26 contains 45863 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943200.000000 Penalty: 96296.875000
Iteration 145Q: 29 clusters Score -1.429432e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23390 members 
Mstep: Class 4 contains 14275 members 
Mstep: Class 5 contains 49950 members 
Mstep: Class 6 contains 4149 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 200544 members 
Mstep: Class 9 contains 5351 members 
Mstep: Class 10 contains 7658 members 
Mstep: Class 11 contains 7234 members 
Mstep: Class 12 contains 5970 members 
Mstep: Class 13 contains 11715 members 
Mstep: Class 14 contains 9600 members 
Mstep: Class 15 contains 8580 members 
Mstep: Class 16 contains 24802 members 
Mstep: Class 17 contains 3006 members 
Mstep: Class 18 contains 137475 members 
Mstep: Class 19 contains 148822 members 
Mstep: Class 20 contains 30097 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 35982 members 
Mstep: Class 23 contains 17893 members 
Mstep: Class 24 contains 46789 members 
Mstep: Class 25 contains 133923 members 
Mstep: Class 26 contains 45839 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943504.000000 Penalty: 96296.875000
Iteration 146Q: 29 clusters Score -1.429435e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23387 members 
Mstep: Class 4 contains 14277 members 
Mstep: Class 5 contains 49947 members 
Mstep: Class 6 contains 4151 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 200587 members 
Mstep: Class 9 contains 5352 members 
Mstep: Class 10 contains 7656 members 
Mstep: Class 11 contains 7232 members 
Mstep: Class 12 contains 5970 members 
Mstep: Class 13 contains 11695 members 
Mstep: Class 14 contains 9593 members 
Mstep: Class 15 contains 8585 members 
Mstep: Class 16 contains 24800 members 
Mstep: Class 17 contains 3006 members 
Mstep: Class 18 contains 137386 members 
Mstep: Class 19 contains 148857 members 
Mstep: Class 20 contains 30103 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 35994 members 
Mstep: Class 23 contains 17902 members 
Mstep: Class 24 contains 46795 members 
Mstep: Class 25 contains 133960 members 
Mstep: Class 26 contains 45821 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943376.000000 Penalty: 96296.875000
Iteration 147Q: 29 clusters Score -1.429434e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55919 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23394 members 
Mstep: Class 4 contains 14279 members 
Mstep: Class 5 contains 49946 members 
Mstep: Class 6 contains 4150 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200612 members 
Mstep: Class 9 contains 5353 members 
Mstep: Class 10 contains 7655 members 
Mstep: Class 11 contains 7234 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 11680 members 
Mstep: Class 14 contains 9582 members 
Mstep: Class 15 contains 8591 members 
Mstep: Class 16 contains 24800 members 
Mstep: Class 17 contains 3007 members 
Mstep: Class 18 contains 137278 members 
Mstep: Class 19 contains 148894 members 
Mstep: Class 20 contains 30107 members 
Mstep: Class 21 contains 1244 members 
Mstep: Class 22 contains 36013 members 
Mstep: Class 23 contains 17906 members 
Mstep: Class 24 contains 46794 members 
Mstep: Class 25 contains 134000 members 
Mstep: Class 26 contains 45813 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943616.000000 Penalty: 96296.875000
Iteration 148Q: 29 clusters Score -1.429436e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23391 members 
Mstep: Class 4 contains 14279 members 
Mstep: Class 5 contains 49938 members 
Mstep: Class 6 contains 4150 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200646 members 
Mstep: Class 9 contains 5351 members 
Mstep: Class 10 contains 7649 members 
Mstep: Class 11 contains 7238 members 
Mstep: Class 12 contains 5972 members 
Mstep: Class 13 contains 11663 members 
Mstep: Class 14 contains 9577 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 24798 members 
Mstep: Class 17 contains 3007 members 
Mstep: Class 18 contains 137215 members 
Mstep: Class 19 contains 148934 members 
Mstep: Class 20 contains 30113 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 36018 members 
Mstep: Class 23 contains 17910 members 
Mstep: Class 24 contains 46791 members 
Mstep: Class 25 contains 134035 members 
Mstep: Class 26 contains 45799 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943792.000000 Penalty: 96296.875000
Iteration 149Q: 29 clusters Score -1.429438e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23394 members 
Mstep: Class 4 contains 14283 members 
Mstep: Class 5 contains 49934 members 
Mstep: Class 6 contains 4150 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200674 members 
Mstep: Class 9 contains 5350 members 
Mstep: Class 10 contains 7646 members 
Mstep: Class 11 contains 7242 members 
Mstep: Class 12 contains 5976 members 
Mstep: Class 13 contains 11646 members 
Mstep: Class 14 contains 9567 members 
Mstep: Class 15 contains 8608 members 
Mstep: Class 16 contains 24795 members 
Mstep: Class 17 contains 3006 members 
Mstep: Class 18 contains 137115 members 
Mstep: Class 19 contains 148989 members 
Mstep: Class 20 contains 30122 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 36025 members 
Mstep: Class 23 contains 17915 members 
Mstep: Class 24 contains 46785 members 
Mstep: Class 25 contains 134071 members 
Mstep: Class 26 contains 45786 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943552.000000 Penalty: 96296.875000
Iteration 150Q: 29 clusters Score -1.429436e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23397 members 
Mstep: Class 4 contains 14289 members 
Mstep: Class 5 contains 49933 members 
Mstep: Class 6 contains 4149 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200699 members 
Mstep: Class 9 contains 5350 members 
Mstep: Class 10 contains 7640 members 
Mstep: Class 11 contains 7250 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 11634 members 
Mstep: Class 14 contains 9551 members 
Mstep: Class 15 contains 8614 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 3005 members 
Mstep: Class 18 contains 137009 members 
Mstep: Class 19 contains 149044 members 
Mstep: Class 20 contains 30126 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 36039 members 
Mstep: Class 23 contains 17925 members 
Mstep: Class 24 contains 46781 members 
Mstep: Class 25 contains 134111 members 
Mstep: Class 26 contains 45768 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943552.000000 Penalty: 96296.875000
Iteration 151Q: 29 clusters Score -1.429436e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23399 members 
Mstep: Class 4 contains 14296 members 
Mstep: Class 5 contains 49929 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 200730 members 
Mstep: Class 9 contains 5351 members 
Mstep: Class 10 contains 7631 members 
Mstep: Class 11 contains 7261 members 
Mstep: Class 12 contains 5973 members 
Mstep: Class 13 contains 11612 members 
Mstep: Class 14 contains 9540 members 
Mstep: Class 15 contains 8623 members 
Mstep: Class 16 contains 24791 members 
Mstep: Class 17 contains 3005 members 
Mstep: Class 18 contains 136932 members 
Mstep: Class 19 contains 149102 members 
Mstep: Class 20 contains 30134 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 36047 members 
Mstep: Class 23 contains 17933 members 
Mstep: Class 24 contains 46779 members 
Mstep: Class 25 contains 134127 members 
Mstep: Class 26 contains 45751 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943680.000000 Penalty: 96296.875000
Iteration 152Q: 29 clusters Score -1.429437e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23396 members 
Mstep: Class 4 contains 14302 members 
Mstep: Class 5 contains 49923 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 200771 members 
Mstep: Class 9 contains 5353 members 
Mstep: Class 10 contains 7631 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 5972 members 
Mstep: Class 13 contains 11583 members 
Mstep: Class 14 contains 9533 members 
Mstep: Class 15 contains 8638 members 
Mstep: Class 16 contains 24789 members 
Mstep: Class 17 contains 3005 members 
Mstep: Class 18 contains 136854 members 
Mstep: Class 19 contains 149160 members 
Mstep: Class 20 contains 30147 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 36054 members 
Mstep: Class 23 contains 17936 members 
Mstep: Class 24 contains 46779 members 
Mstep: Class 25 contains 134137 members 
Mstep: Class 26 contains 45735 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943568.000000 Penalty: 96296.875000
Iteration 153Q: 29 clusters Score -1.429436e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23384 members 
Mstep: Class 4 contains 14301 members 
Mstep: Class 5 contains 49914 members 
Mstep: Class 6 contains 4141 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 200802 members 
Mstep: Class 9 contains 5353 members 
Mstep: Class 10 contains 7630 members 
Mstep: Class 11 contains 7265 members 
Mstep: Class 12 contains 5973 members 
Mstep: Class 13 contains 11565 members 
Mstep: Class 14 contains 9527 members 
Mstep: Class 15 contains 8658 members 
Mstep: Class 16 contains 24788 members 
Mstep: Class 17 contains 3005 members 
Mstep: Class 18 contains 136792 members 
Mstep: Class 19 contains 149227 members 
Mstep: Class 20 contains 30153 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 36056 members 
Mstep: Class 23 contains 17941 members 
Mstep: Class 24 contains 46777 members 
Mstep: Class 25 contains 134144 members 
Mstep: Class 26 contains 45720 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943568.000000 Penalty: 96296.875000
Iteration 154Q: 29 clusters Score -1.429436e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55859 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23384 members 
Mstep: Class 4 contains 14303 members 
Mstep: Class 5 contains 49911 members 
Mstep: Class 6 contains 4137 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 200796 members 
Mstep: Class 9 contains 5354 members 
Mstep: Class 10 contains 7628 members 
Mstep: Class 11 contains 7260 members 
Mstep: Class 12 contains 5973 members 
Mstep: Class 13 contains 11543 members 
Mstep: Class 14 contains 9523 members 
Mstep: Class 15 contains 8676 members 
Mstep: Class 16 contains 24786 members 
Mstep: Class 17 contains 3005 members 
Mstep: Class 18 contains 136734 members 
Mstep: Class 19 contains 149275 members 
Mstep: Class 20 contains 30162 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 36073 members 
Mstep: Class 23 contains 17944 members 
Mstep: Class 24 contains 46774 members 
Mstep: Class 25 contains 134170 members 
Mstep: Class 26 contains 45708 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943520.000000 Penalty: 96296.875000
Iteration 155Q: 29 clusters Score -1.429435e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55847 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 23378 members 
Mstep: Class 4 contains 14303 members 
Mstep: Class 5 contains 49908 members 
Mstep: Class 6 contains 4136 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 200790 members 
Mstep: Class 9 contains 5356 members 
Mstep: Class 10 contains 7627 members 
Mstep: Class 11 contains 7260 members 
Mstep: Class 12 contains 5973 members 
Mstep: Class 13 contains 11530 members 
Mstep: Class 14 contains 9522 members 
Mstep: Class 15 contains 8697 members 
Mstep: Class 16 contains 24783 members 
Mstep: Class 17 contains 3005 members 
Mstep: Class 18 contains 136696 members 
Mstep: Class 19 contains 149286 members 
Mstep: Class 20 contains 30167 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 36084 members 
Mstep: Class 23 contains 17951 members 
Mstep: Class 24 contains 46774 members 
Mstep: Class 25 contains 134204 members 
Mstep: Class 26 contains 45700 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943632.000000 Penalty: 96296.875000
Iteration 156Q: 29 clusters Score -1.429436e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55818 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 23371 members 
Mstep: Class 4 contains 14309 members 
Mstep: Class 5 contains 49910 members 
Mstep: Class 6 contains 4134 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 200804 members 
Mstep: Class 9 contains 5356 members 
Mstep: Class 10 contains 7627 members 
Mstep: Class 11 contains 7267 members 
Mstep: Class 12 contains 5973 members 
Mstep: Class 13 contains 11507 members 
Mstep: Class 14 contains 9511 members 
Mstep: Class 15 contains 8712 members 
Mstep: Class 16 contains 24783 members 
Mstep: Class 17 contains 3005 members 
Mstep: Class 18 contains 136675 members 
Mstep: Class 19 contains 149305 members 
Mstep: Class 20 contains 30174 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 36096 members 
Mstep: Class 23 contains 17953 members 
Mstep: Class 24 contains 46768 members 
Mstep: Class 25 contains 134229 members 
Mstep: Class 26 contains 45690 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943792.000000 Penalty: 96296.875000
Iteration 157Q: 29 clusters Score -1.429438e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55803 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23374 members 
Mstep: Class 4 contains 14310 members 
Mstep: Class 5 contains 49908 members 
Mstep: Class 6 contains 4136 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 200820 members 
Mstep: Class 9 contains 5353 members 
Mstep: Class 10 contains 7625 members 
Mstep: Class 11 contains 7267 members 
Mstep: Class 12 contains 5974 members 
Mstep: Class 13 contains 11494 members 
Mstep: Class 14 contains 9504 members 
Mstep: Class 15 contains 8720 members 
Mstep: Class 16 contains 24782 members 
Mstep: Class 17 contains 3005 members 
Mstep: Class 18 contains 136639 members 
Mstep: Class 19 contains 149324 members 
Mstep: Class 20 contains 30188 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 36109 members 
Mstep: Class 23 contains 17957 members 
Mstep: Class 24 contains 46764 members 
Mstep: Class 25 contains 134244 members 
Mstep: Class 26 contains 45676 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943744.000000 Penalty: 96296.875000
Iteration 158Q: 29 clusters Score -1.429437e+08 nChanged 369
Entering ConstructFrom: 
Score: -142943744.000000 Penalty: 96296.875000
Entering ConstructFrom: 
Trying to split cluster 1 (55795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Entering Unmasked Estep 
Score: -7833196.000000 Penalty: 2710.500977
	Iteration 0F: 2 clusters Score -7833196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -7795460.500000 Penalty: 5421.001953
	Iteration 0F: 3 clusters Score -7795460 nChanged 26047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -7810105.500000 Penalty: 5421.001953
	Iteration 1F: 3 clusters Score -7810106 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -7810747.500000 Penalty: 5421.001953
	Iteration 2Q: 3 clusters Score -7810748 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -7811638.500000 Penalty: 5421.001953
	Iteration 3Q: 3 clusters Score -7811638 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -7812959.500000 Penalty: 5421.001953
	Iteration 4Q: 3 clusters Score -7812960 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -7815159.500000 Penalty: 5421.001953
	Iteration 5F: 3 clusters Score -7815160 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -7818797.500000 Penalty: 5421.001953
	Iteration 6F: 3 clusters Score -7818798 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -7823514.000000 Penalty: 5421.001953
	Iteration 7F: 3 clusters Score -7823514 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51281 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -7827416.000000 Penalty: 5421.001953
	Iteration 8F: 3 clusters Score -7827416 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -7829663.000000 Penalty: 5421.001953
	Iteration 9Q: 3 clusters Score -7829663 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -7830633.000000 Penalty: 5421.001953
	Iteration 10Q: 3 clusters Score -7830633 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7831076.000000 Penalty: 5421.001953
	Iteration 11Q: 3 clusters Score -7831076 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7831313.500000 Penalty: 5421.001953
	Iteration 12Q: 3 clusters Score -7831314 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54899 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7831392.000000 Penalty: 5421.001953
	Iteration 13Q: 3 clusters Score -7831392 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7831436.500000 Penalty: 5421.001953
	Iteration 14Q: 3 clusters Score -7831436 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54947 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -7831465.500000 Penalty: 5421.001953
	Iteration 15Q: 3 clusters Score -7831466 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7831505.000000 Penalty: 5421.001953
	Iteration 16Q: 3 clusters Score -7831505 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54982 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7831532.500000 Penalty: 5421.001953
	Iteration 17Q: 3 clusters Score -7831532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54986 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7831542.500000 Penalty: 5421.001953
	Iteration 18Q: 3 clusters Score -7831542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7831545.500000 Penalty: 5421.001953
	Iteration 19Q: 3 clusters Score -7831546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54994 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7831553.000000 Penalty: 5421.001953
	Iteration 20F: 3 clusters Score -7831553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54996 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7831555.000000 Penalty: 5421.001953
	Iteration 21Q: 3 clusters Score -7831555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54994 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7831564.000000 Penalty: 5421.001953
	Iteration 22Q: 3 clusters Score -7831564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54998 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7831558.500000 Penalty: 5421.001953
	Iteration 23Q: 3 clusters Score -7831558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54998 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7831569.500000 Penalty: 5421.001953
	Iteration 24Q: 3 clusters Score -7831570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7831570.000000 Penalty: 5421.001953
	Iteration 25Q: 3 clusters Score -7831570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7831571.000000 Penalty: 5421.001953
	Iteration 26Q: 3 clusters Score -7831571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55000 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7831574.000000 Penalty: 5421.001953
	Iteration 27Q: 3 clusters Score -7831574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55000 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7831569.500000 Penalty: 5421.001953
	Iteration 28Q: 3 clusters Score -7831570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7831564.500000 Penalty: 5421.001953
	Iteration 29Q: 3 clusters Score -7831564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7831564.500000 Penalty: 5421.001953
	Iteration 30F: 3 clusters Score -7831564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Entering Unmasked Estep 
Score: -824072.625000 Penalty: 2162.066162
	Iteration 0F: 2 clusters Score -824072.6 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 3065 members 
Entering Unmasked Estep 
Score: -818854.312500 Penalty: 4324.132324
	Iteration 0F: 3 clusters Score -818854.3 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -820251.000000 Penalty: 4324.132324
	Iteration 1F: 3 clusters Score -820251 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -820604.062500 Penalty: 4324.132324
	Iteration 2F: 3 clusters Score -820604.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -821001.687500 Penalty: 4324.132324
	Iteration 3F: 3 clusters Score -821001.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -821448.062500 Penalty: 4324.132324
	Iteration 4F: 3 clusters Score -821448.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -821866.437500 Penalty: 4324.132324
	Iteration 5F: 3 clusters Score -821866.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -822191.312500 Penalty: 4324.132324
	Iteration 6F: 3 clusters Score -822191.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -822465.000000 Penalty: 4324.132324
	Iteration 7F: 3 clusters Score -822465 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -822697.750000 Penalty: 4324.132324
	Iteration 8Q: 3 clusters Score -822697.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -822942.312500 Penalty: 4324.132324
	Iteration 9Q: 3 clusters Score -822942.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -823194.750000 Penalty: 4324.132324
	Iteration 10Q: 3 clusters Score -823194.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -823399.500000 Penalty: 4324.132324
	Iteration 11Q: 3 clusters Score -823399.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -823579.062500 Penalty: 4324.132324
	Iteration 12Q: 3 clusters Score -823579.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -823857.500000 Penalty: 4324.132324
	Iteration 13Q: 3 clusters Score -823857.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -824113.250000 Penalty: 4324.132324
	Iteration 14Q: 3 clusters Score -824113.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -824298.437500 Penalty: 4324.132324
	Iteration 15Q: 3 clusters Score -824298.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -824572.375000 Penalty: 4324.132324
	Iteration 16Q: 3 clusters Score -824572.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -824729.562500 Penalty: 4324.132324
	Iteration 17Q: 3 clusters Score -824729.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -824763.687500 Penalty: 4324.132324
	Iteration 18Q: 3 clusters Score -824763.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -824773.000000 Penalty: 4324.132324
	Iteration 19Q: 3 clusters Score -824773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -824778.375000 Penalty: 4324.132324
	Iteration 20F: 3 clusters Score -824778.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -824778.125000 Penalty: 4324.132324
	Iteration 21Q: 3 clusters Score -824778.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -824778.312500 Penalty: 4324.132324
	Iteration 22Q: 3 clusters Score -824778.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -824778.687500 Penalty: 4324.132324
	Iteration 23Q: 3 clusters Score -824778.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -824778.312500 Penalty: 4324.132324
	Iteration 24Q: 3 clusters Score -824778.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -824778.312500 Penalty: 4324.132324
	Iteration 25F: 3 clusters Score -824778.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 4021 members 
Mstep: Class 3 contains 23377 members 
Mstep: Class 4 contains 14310 members 
Mstep: Class 5 contains 49905 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 200838 members 
Mstep: Class 9 contains 5352 members 
Mstep: Class 10 contains 7625 members 
Mstep: Class 11 contains 7269 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 11484 members 
Mstep: Class 14 contains 9501 members 
Mstep: Class 15 contains 8731 members 
Mstep: Class 16 contains 24782 members 
Mstep: Class 17 contains 3005 members 
Mstep: Class 18 contains 136601 members 
Mstep: Class 19 contains 149327 members 
Mstep: Class 20 contains 30198 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 36119 members 
Mstep: Class 23 contains 17957 members 
Mstep: Class 24 contains 46762 members 
Mstep: Class 25 contains 134266 members 
Mstep: Class 26 contains 45666 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 836 members 
Mstep: Class 29 contains 2091 members 
Entering Unmasked Estep 
Score: -142942816.000000 Penalty: 99736.046875
Splitting cluster 2 changes total score from -142943744.000000 to -142942816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (23377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Entering Unmasked Estep 
Score: -3042426.750000 Penalty: 2494.758057
	Iteration 0F: 2 clusters Score -3042427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -3026219.500000 Penalty: 4989.516113
	Iteration 0F: 3 clusters Score -3026220 nChanged 10322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -3032090.500000 Penalty: 4989.516113
	Iteration 1F: 3 clusters Score -3032090 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -3032729.000000 Penalty: 4989.516113
	Iteration 2F: 3 clusters Score -3032729 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -3033451.250000 Penalty: 4989.516113
	Iteration 3F: 3 clusters Score -3033451 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -3034315.750000 Penalty: 4989.516113
	Iteration 4F: 3 clusters Score -3034316 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -3035456.500000 Penalty: 4989.516113
	Iteration 5F: 3 clusters Score -3035456 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -3036771.500000 Penalty: 4989.516113
	Iteration 6F: 3 clusters Score -3036772 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -3038124.000000 Penalty: 4989.516113
	Iteration 7F: 3 clusters Score -3038124 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3039197.500000 Penalty: 4989.516113
	Iteration 8Q: 3 clusters Score -3039198 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3039858.500000 Penalty: 4989.516113
	Iteration 9Q: 3 clusters Score -3039858 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3040286.000000 Penalty: 4989.516113
	Iteration 10Q: 3 clusters Score -3040286 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3040560.750000 Penalty: 4989.516113
	Iteration 11Q: 3 clusters Score -3040561 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3040843.250000 Penalty: 4989.516113
	Iteration 12Q: 3 clusters Score -3040843 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3041068.750000 Penalty: 4989.516113
	Iteration 13Q: 3 clusters Score -3041069 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3041249.500000 Penalty: 4989.516113
	Iteration 14Q: 3 clusters Score -3041250 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3041417.250000 Penalty: 4989.516113
	Iteration 15Q: 3 clusters Score -3041417 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3041559.250000 Penalty: 4989.516113
	Iteration 16Q: 3 clusters Score -3041559 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3041672.000000 Penalty: 4989.516113
	Iteration 17Q: 3 clusters Score -3041672 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3041750.250000 Penalty: 4989.516113
	Iteration 18Q: 3 clusters Score -3041750 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3041788.000000 Penalty: 4989.516113
	Iteration 19Q: 3 clusters Score -3041788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3041832.750000 Penalty: 4989.516113
	Iteration 20F: 3 clusters Score -3041833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3041841.250000 Penalty: 4989.516113
	Iteration 21Q: 3 clusters Score -3041841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3041848.500000 Penalty: 4989.516113
	Iteration 22Q: 3 clusters Score -3041848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3041861.500000 Penalty: 4989.516113
	Iteration 23Q: 3 clusters Score -3041862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3041860.000000 Penalty: 4989.516113
	Iteration 24Q: 3 clusters Score -3041860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3041860.500000 Penalty: 4989.516113
	Iteration 25Q: 3 clusters Score -3041860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3041865.750000 Penalty: 4989.516113
	Iteration 26Q: 3 clusters Score -3041866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3041866.000000 Penalty: 4989.516113
	Iteration 27Q: 3 clusters Score -3041866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3041870.000000 Penalty: 4989.516113
	Iteration 28Q: 3 clusters Score -3041870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3041868.750000 Penalty: 4989.516113
	Iteration 29Q: 3 clusters Score -3041869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3041868.750000 Penalty: 4989.516113
	Iteration 30F: 3 clusters Score -3041869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Entering Unmasked Estep 
Score: -1955452.875000 Penalty: 2373.041016
	Iteration 0F: 2 clusters Score -1955453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1945096.250000 Penalty: 4746.082031
	Iteration 0F: 3 clusters Score -1945096 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1948389.375000 Penalty: 4746.082031
	Iteration 1F: 3 clusters Score -1948389 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1948860.000000 Penalty: 4746.082031
	Iteration 2F: 3 clusters Score -1948860 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1949321.125000 Penalty: 4746.082031
	Iteration 3F: 3 clusters Score -1949321 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1949895.875000 Penalty: 4746.082031
	Iteration 4F: 3 clusters Score -1949896 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1950551.000000 Penalty: 4746.082031
	Iteration 5F: 3 clusters Score -1950551 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1951130.500000 Penalty: 4746.082031
	Iteration 6F: 3 clusters Score -1951130 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1951684.500000 Penalty: 4746.082031
	Iteration 7F: 3 clusters Score -1951684 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1952121.000000 Penalty: 4746.082031
	Iteration 8Q: 3 clusters Score -1952121 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1952567.375000 Penalty: 4746.082031
	Iteration 9Q: 3 clusters Score -1952567 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1952942.625000 Penalty: 4746.082031
	Iteration 10Q: 3 clusters Score -1952943 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1953201.375000 Penalty: 4746.082031
	Iteration 11Q: 3 clusters Score -1953201 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1953367.875000 Penalty: 4746.082031
	Iteration 12Q: 3 clusters Score -1953368 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1953500.500000 Penalty: 4746.082031
	Iteration 13Q: 3 clusters Score -1953500 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1953604.750000 Penalty: 4746.082031
	Iteration 14Q: 3 clusters Score -1953605 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1953680.625000 Penalty: 4746.082031
	Iteration 15Q: 3 clusters Score -1953681 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1953734.500000 Penalty: 4746.082031
	Iteration 16Q: 3 clusters Score -1953734 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1953775.750000 Penalty: 4746.082031
	Iteration 17Q: 3 clusters Score -1953776 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1953808.125000 Penalty: 4746.082031
	Iteration 18Q: 3 clusters Score -1953808 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1953827.750000 Penalty: 4746.082031
	Iteration 19Q: 3 clusters Score -1953828 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1953848.250000 Penalty: 4746.082031
	Iteration 20F: 3 clusters Score -1953848 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1953873.375000 Penalty: 4746.082031
	Iteration 21Q: 3 clusters Score -1953873 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1953888.875000 Penalty: 4746.082031
	Iteration 22Q: 3 clusters Score -1953889 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1953907.375000 Penalty: 4746.082031
	Iteration 23Q: 3 clusters Score -1953907 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1953916.125000 Penalty: 4746.082031
	Iteration 24Q: 3 clusters Score -1953916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1953932.750000 Penalty: 4746.082031
	Iteration 25Q: 3 clusters Score -1953933 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1953947.250000 Penalty: 4746.082031
	Iteration 26Q: 3 clusters Score -1953947 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1953972.750000 Penalty: 4746.082031
	Iteration 27Q: 3 clusters Score -1953973 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1954006.750000 Penalty: 4746.082031
	Iteration 28Q: 3 clusters Score -1954007 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1954043.000000 Penalty: 4746.082031
	Iteration 29Q: 3 clusters Score -1954043 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1954088.500000 Penalty: 4746.082031
	Iteration 30Q: 3 clusters Score -1954088 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1954126.625000 Penalty: 4746.082031
	Iteration 31Q: 3 clusters Score -1954127 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1954166.875000 Penalty: 4746.082031
	Iteration 32Q: 3 clusters Score -1954167 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1954211.500000 Penalty: 4746.082031
	Iteration 33Q: 3 clusters Score -1954212 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1954249.000000 Penalty: 4746.082031
	Iteration 34Q: 3 clusters Score -1954249 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1954288.625000 Penalty: 4746.082031
	Iteration 35Q: 3 clusters Score -1954289 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1954331.125000 Penalty: 4746.082031
	Iteration 36Q: 3 clusters Score -1954331 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1954360.875000 Penalty: 4746.082031
	Iteration 37Q: 3 clusters Score -1954361 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1954385.375000 Penalty: 4746.082031
	Iteration 38Q: 3 clusters Score -1954385 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1954402.625000 Penalty: 4746.082031
	Iteration 39Q: 3 clusters Score -1954403 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1954411.000000 Penalty: 4746.082031
	Iteration 40F: 3 clusters Score -1954411 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1954420.500000 Penalty: 4746.082031
	Iteration 41Q: 3 clusters Score -1954420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1954431.750000 Penalty: 4746.082031
	Iteration 42Q: 3 clusters Score -1954432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1954430.375000 Penalty: 4746.082031
	Iteration 43Q: 3 clusters Score -1954430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1954434.875000 Penalty: 4746.082031
	Iteration 44Q: 3 clusters Score -1954435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1954439.250000 Penalty: 4746.082031
	Iteration 45Q: 3 clusters Score -1954439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1954440.500000 Penalty: 4746.082031
	Iteration 46Q: 3 clusters Score -1954440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1954442.125000 Penalty: 4746.082031
	Iteration 47Q: 3 clusters Score -1954442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1954442.125000 Penalty: 4746.082031
	Iteration 48Q: 3 clusters Score -1954442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1954449.125000 Penalty: 4746.082031
	Iteration 49Q: 3 clusters Score -1954449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1954449.500000 Penalty: 4746.082031
	Iteration 50Q: 3 clusters Score -1954450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1954449.625000 Penalty: 4746.082031
	Iteration 51Q: 3 clusters Score -1954450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1954455.000000 Penalty: 4746.082031
	Iteration 52Q: 3 clusters Score -1954455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1954457.625000 Penalty: 4746.082031
	Iteration 53Q: 3 clusters Score -1954458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1954459.500000 Penalty: 4746.082031
	Iteration 54Q: 3 clusters Score -1954460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1954468.250000 Penalty: 4746.082031
	Iteration 55Q: 3 clusters Score -1954468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1954469.500000 Penalty: 4746.082031
	Iteration 56Q: 3 clusters Score -1954470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1954476.625000 Penalty: 4746.082031
	Iteration 57Q: 3 clusters Score -1954477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1954473.125000 Penalty: 4746.082031
	Iteration 58Q: 3 clusters Score -1954473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1954474.250000 Penalty: 4746.082031
	Iteration 59Q: 3 clusters Score -1954474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1954478.750000 Penalty: 4746.082031
	Iteration 60F: 3 clusters Score -1954479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1954477.875000 Penalty: 4746.082031
	Iteration 61Q: 3 clusters Score -1954478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1954478.625000 Penalty: 4746.082031
	Iteration 62Q: 3 clusters Score -1954479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1954484.125000 Penalty: 4746.082031
	Iteration 63Q: 3 clusters Score -1954484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1954483.250000 Penalty: 4746.082031
	Iteration 64Q: 3 clusters Score -1954483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1954491.875000 Penalty: 4746.082031
	Iteration 65Q: 3 clusters Score -1954492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1954489.875000 Penalty: 4746.082031
	Iteration 66Q: 3 clusters Score -1954490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1954490.000000 Penalty: 4746.082031
	Iteration 67Q: 3 clusters Score -1954490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1954492.125000 Penalty: 4746.082031
	Iteration 68Q: 3 clusters Score -1954492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1954491.500000 Penalty: 4746.082031
	Iteration 69Q: 3 clusters Score -1954492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1954494.750000 Penalty: 4746.082031
	Iteration 70Q: 3 clusters Score -1954495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1954494.000000 Penalty: 4746.082031
	Iteration 71Q: 3 clusters Score -1954494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1954496.250000 Penalty: 4746.082031
	Iteration 72Q: 3 clusters Score -1954496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1954499.500000 Penalty: 4746.082031
	Iteration 73Q: 3 clusters Score -1954500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1954497.750000 Penalty: 4746.082031
	Iteration 74Q: 3 clusters Score -1954498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1954496.000000 Penalty: 4746.082031
	Iteration 75Q: 3 clusters Score -1954496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1954497.750000 Penalty: 4746.082031
	Iteration 76Q: 3 clusters Score -1954498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1954499.625000 Penalty: 4746.082031
	Iteration 77Q: 3 clusters Score -1954500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1954499.625000 Penalty: 4746.082031
	Iteration 78Q: 3 clusters Score -1954500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1954499.625000 Penalty: 4746.082031
	Iteration 79F: 3 clusters Score -1954500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Entering Unmasked Estep 
Score: -6858853.000000 Penalty: 2682.833496
	Iteration 0F: 2 clusters Score -6858853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -6825488.000000 Penalty: 5365.666992
	Iteration 0F: 3 clusters Score -6825488 nChanged 23066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -6839136.000000 Penalty: 5365.666992
	Iteration 1F: 3 clusters Score -6839136 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -6841199.500000 Penalty: 5365.666992
	Iteration 2F: 3 clusters Score -6841200 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -6844114.000000 Penalty: 5365.666992
	Iteration 3F: 3 clusters Score -6844114 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -6847557.000000 Penalty: 5365.666992
	Iteration 4F: 3 clusters Score -6847557 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -6850743.500000 Penalty: 5365.666992
	Iteration 5F: 3 clusters Score -6850744 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -6853409.000000 Penalty: 5365.666992
	Iteration 6F: 3 clusters Score -6853409 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -6855624.000000 Penalty: 5365.666992
	Iteration 7Q: 3 clusters Score -6855624 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -6857092.500000 Penalty: 5365.666992
	Iteration 8Q: 3 clusters Score -6857092 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -6857740.500000 Penalty: 5365.666992
	Iteration 9Q: 3 clusters Score -6857740 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -6858088.500000 Penalty: 5365.666992
	Iteration 10Q: 3 clusters Score -6858088 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -6858307.500000 Penalty: 5365.666992
	Iteration 11Q: 3 clusters Score -6858308 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -6858402.500000 Penalty: 5365.666992
	Iteration 12Q: 3 clusters Score -6858402 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -6858457.500000 Penalty: 5365.666992
	Iteration 13Q: 3 clusters Score -6858458 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -6858490.000000 Penalty: 5365.666992
	Iteration 14Q: 3 clusters Score -6858490 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -6858529.500000 Penalty: 5365.666992
	Iteration 15Q: 3 clusters Score -6858530 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -6858530.000000 Penalty: 5365.666992
	Iteration 16Q: 3 clusters Score -6858530 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -6858567.000000 Penalty: 5365.666992
	Iteration 17Q: 3 clusters Score -6858567 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -6858593.500000 Penalty: 5365.666992
	Iteration 18Q: 3 clusters Score -6858594 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -6858637.000000 Penalty: 5365.666992
	Iteration 19Q: 3 clusters Score -6858637 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -6858650.000000 Penalty: 5365.666992
	Iteration 20F: 3 clusters Score -6858650 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -6858666.000000 Penalty: 5365.666992
	Iteration 21Q: 3 clusters Score -6858666 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -6858674.500000 Penalty: 5365.666992
	Iteration 22Q: 3 clusters Score -6858674 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -6858678.000000 Penalty: 5365.666992
	Iteration 23Q: 3 clusters Score -6858678 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -6858664.500000 Penalty: 5365.666992
	Iteration 24Q: 3 clusters Score -6858664 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -6858680.000000 Penalty: 5365.666992
	Iteration 25Q: 3 clusters Score -6858680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -6858681.500000 Penalty: 5365.666992
	Iteration 26Q: 3 clusters Score -6858682 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -6858700.000000 Penalty: 5365.666992
	Iteration 27Q: 3 clusters Score -6858700 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -6858689.500000 Penalty: 5365.666992
	Iteration 28Q: 3 clusters Score -6858690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -6858692.500000 Penalty: 5365.666992
	Iteration 29Q: 3 clusters Score -6858692 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -6858694.000000 Penalty: 5365.666992
	Iteration 30Q: 3 clusters Score -6858694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -6858708.000000 Penalty: 5365.666992
	Iteration 31Q: 3 clusters Score -6858708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -6858708.500000 Penalty: 5365.666992
	Iteration 32Q: 3 clusters Score -6858708 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -6858691.500000 Penalty: 5365.666992
	Iteration 33Q: 3 clusters Score -6858692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -6858693.500000 Penalty: 5365.666992
	Iteration 34Q: 3 clusters Score -6858694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -6858690.500000 Penalty: 5365.666992
	Iteration 35Q: 3 clusters Score -6858690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -6858697.500000 Penalty: 5365.666992
	Iteration 36Q: 3 clusters Score -6858698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -6858703.500000 Penalty: 5365.666992
	Iteration 37Q: 3 clusters Score -6858704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -6858699.500000 Penalty: 5365.666992
	Iteration 38Q: 3 clusters Score -6858700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -6858695.500000 Penalty: 5365.666992
	Iteration 39Q: 3 clusters Score -6858696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -6858695.500000 Penalty: 5365.666992
	Iteration 40F: 3 clusters Score -6858696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -6858713.000000 Penalty: 5365.666992
	Iteration 41Q: 3 clusters Score -6858713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -6858713.000000 Penalty: 5365.666992
	Iteration 42Q: 3 clusters Score -6858713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -6858715.500000 Penalty: 5365.666992
	Iteration 43Q: 3 clusters Score -6858716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -6858719.000000 Penalty: 5365.666992
	Iteration 44Q: 3 clusters Score -6858719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -6858725.000000 Penalty: 5365.666992
	Iteration 45Q: 3 clusters Score -6858725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -6858729.000000 Penalty: 5365.666992
	Iteration 46Q: 3 clusters Score -6858729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -6858739.500000 Penalty: 5365.666992
	Iteration 47Q: 3 clusters Score -6858740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -6858730.500000 Penalty: 5365.666992
	Iteration 48Q: 3 clusters Score -6858730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -6858748.000000 Penalty: 5365.666992
	Iteration 49Q: 3 clusters Score -6858748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -6858752.500000 Penalty: 5365.666992
	Iteration 50Q: 3 clusters Score -6858752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -6858755.500000 Penalty: 5365.666992
	Iteration 51Q: 3 clusters Score -6858756 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -6858763.000000 Penalty: 5365.666992
	Iteration 52Q: 3 clusters Score -6858763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -6858767.000000 Penalty: 5365.666992
	Iteration 53Q: 3 clusters Score -6858767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -6858782.000000 Penalty: 5365.666992
	Iteration 54Q: 3 clusters Score -6858782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -6858768.500000 Penalty: 5365.666992
	Iteration 55Q: 3 clusters Score -6858768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -6858765.000000 Penalty: 5365.666992
	Iteration 56Q: 3 clusters Score -6858765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -6858759.500000 Penalty: 5365.666992
	Iteration 57Q: 3 clusters Score -6858760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -6858775.000000 Penalty: 5365.666992
	Iteration 58Q: 3 clusters Score -6858775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -6858779.500000 Penalty: 5365.666992
	Iteration 59Q: 3 clusters Score -6858780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -6858780.500000 Penalty: 5365.666992
	Iteration 60F: 3 clusters Score -6858780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -6858789.500000 Penalty: 5365.666992
	Iteration 61Q: 3 clusters Score -6858790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -6858785.000000 Penalty: 5365.666992
	Iteration 62Q: 3 clusters Score -6858785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -6858787.500000 Penalty: 5365.666992
	Iteration 63Q: 3 clusters Score -6858788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -6858794.500000 Penalty: 5365.666992
	Iteration 64Q: 3 clusters Score -6858794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -6858793.000000 Penalty: 5365.666992
	Iteration 65Q: 3 clusters Score -6858793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -6858798.500000 Penalty: 5365.666992
	Iteration 66Q: 3 clusters Score -6858798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -6858796.000000 Penalty: 5365.666992
	Iteration 67Q: 3 clusters Score -6858796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -6858802.500000 Penalty: 5365.666992
	Iteration 68Q: 3 clusters Score -6858802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -6858802.000000 Penalty: 5365.666992
	Iteration 69Q: 3 clusters Score -6858802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -6858805.000000 Penalty: 5365.666992
	Iteration 70Q: 3 clusters Score -6858805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -6858790.500000 Penalty: 5365.666992
	Iteration 71Q: 3 clusters Score -6858790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 44523 members 
Entering Unmasked Estep 
Score: -6858799.000000 Penalty: 5365.666992
	Iteration 72Q: 3 clusters Score -6858799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -6858804.000000 Penalty: 5365.666992
	Iteration 73Q: 3 clusters Score -6858804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -6858803.500000 Penalty: 5365.666992
	Iteration 74Q: 3 clusters Score -6858804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -6858808.000000 Penalty: 5365.666992
	Iteration 75Q: 3 clusters Score -6858808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -6858815.500000 Penalty: 5365.666992
	Iteration 76Q: 3 clusters Score -6858816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -6858817.500000 Penalty: 5365.666992
	Iteration 77Q: 3 clusters Score -6858818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -6858820.000000 Penalty: 5365.666992
	Iteration 78Q: 3 clusters Score -6858820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -6858820.500000 Penalty: 5365.666992
	Iteration 79Q: 3 clusters Score -6858820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -6858820.500000 Penalty: 5365.666992
	Iteration 80F: 3 clusters Score -6858820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Entering Unmasked Estep 
Score: -557527.625000 Penalty: 2065.156250
	Iteration 0F: 2 clusters Score -557527.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -553558.000000 Penalty: 4130.312500
	Iteration 0F: 3 clusters Score -553558 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -554572.625000 Penalty: 4130.312500
	Iteration 1F: 3 clusters Score -554572.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -554889.437500 Penalty: 4130.312500
	Iteration 2F: 3 clusters Score -554889.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -555166.812500 Penalty: 4130.312500
	Iteration 3F: 3 clusters Score -555166.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -555447.250000 Penalty: 4130.312500
	Iteration 4F: 3 clusters Score -555447.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -555743.312500 Penalty: 4130.312500
	Iteration 5F: 3 clusters Score -555743.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -555982.125000 Penalty: 4130.312500
	Iteration 6F: 3 clusters Score -555982.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -556202.500000 Penalty: 4130.312500
	Iteration 7F: 3 clusters Score -556202.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -556343.687500 Penalty: 4130.312500
	Iteration 8Q: 3 clusters Score -556343.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -556449.937500 Penalty: 4130.312500
	Iteration 9Q: 3 clusters Score -556449.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -556545.250000 Penalty: 4130.312500
	Iteration 10Q: 3 clusters Score -556545.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -556626.250000 Penalty: 4130.312500
	Iteration 11Q: 3 clusters Score -556626.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -556673.625000 Penalty: 4130.312500
	Iteration 12Q: 3 clusters Score -556673.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -556720.250000 Penalty: 4130.312500
	Iteration 13Q: 3 clusters Score -556720.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -556775.687500 Penalty: 4130.312500
	Iteration 14Q: 3 clusters Score -556775.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -556867.562500 Penalty: 4130.312500
	Iteration 15Q: 3 clusters Score -556867.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -556993.187500 Penalty: 4130.312500
	Iteration 16Q: 3 clusters Score -556993.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -557059.625000 Penalty: 4130.312500
	Iteration 17Q: 3 clusters Score -557059.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -557102.687500 Penalty: 4130.312500
	Iteration 18Q: 3 clusters Score -557102.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -557133.250000 Penalty: 4130.312500
	Iteration 19Q: 3 clusters Score -557133.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -557149.375000 Penalty: 4130.312500
	Iteration 20F: 3 clusters Score -557149.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -557164.125000 Penalty: 4130.312500
	Iteration 21Q: 3 clusters Score -557164.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -557181.000000 Penalty: 4130.312500
	Iteration 22Q: 3 clusters Score -557181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -557192.500000 Penalty: 4130.312500
	Iteration 23Q: 3 clusters Score -557192.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -557204.812500 Penalty: 4130.312500
	Iteration 24Q: 3 clusters Score -557204.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -557217.750000 Penalty: 4130.312500
	Iteration 25Q: 3 clusters Score -557217.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -557224.187500 Penalty: 4130.312500
	Iteration 26Q: 3 clusters Score -557224.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -557239.375000 Penalty: 4130.312500
	Iteration 27Q: 3 clusters Score -557239.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -557255.312500 Penalty: 4130.312500
	Iteration 28Q: 3 clusters Score -557255.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -557286.187500 Penalty: 4130.312500
	Iteration 29Q: 3 clusters Score -557286.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -557329.937500 Penalty: 4130.312500
	Iteration 30Q: 3 clusters Score -557329.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -557399.375000 Penalty: 4130.312500
	Iteration 31Q: 3 clusters Score -557399.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -557477.250000 Penalty: 4130.312500
	Iteration 32Q: 3 clusters Score -557477.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -557556.062500 Penalty: 4130.312500
	Iteration 33Q: 3 clusters Score -557556.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -557597.125000 Penalty: 4130.312500
	Iteration 34Q: 3 clusters Score -557597.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -557617.250000 Penalty: 4130.312500
	Iteration 35Q: 3 clusters Score -557617.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -557623.875000 Penalty: 4130.312500
	Iteration 36Q: 3 clusters Score -557623.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -557627.937500 Penalty: 4130.312500
	Iteration 37Q: 3 clusters Score -557627.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -557628.000000 Penalty: 4130.312500
	Iteration 38Q: 3 clusters Score -557628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -557629.250000 Penalty: 4130.312500
	Iteration 39Q: 3 clusters Score -557629.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -557630.375000 Penalty: 4130.312500
	Iteration 40F: 3 clusters Score -557630.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23377 members 
Mstep: Class 4 contains 14310 members 
Mstep: Class 5 contains 49905 members 
Mstep: Class 6 contains 1512 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 200838 members 
Mstep: Class 9 contains 5352 members 
Mstep: Class 10 contains 7625 members 
Mstep: Class 11 contains 7269 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 11484 members 
Mstep: Class 14 contains 9501 members 
Mstep: Class 15 contains 8731 members 
Mstep: Class 16 contains 24782 members 
Mstep: Class 17 contains 3005 members 
Mstep: Class 18 contains 136601 members 
Mstep: Class 19 contains 149327 members 
Mstep: Class 20 contains 30198 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 36119 members 
Mstep: Class 23 contains 17957 members 
Mstep: Class 24 contains 46762 members 
Mstep: Class 25 contains 134266 members 
Mstep: Class 26 contains 45666 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 836 members 
Mstep: Class 29 contains 2623 members 
Entering Unmasked Estep 
Score: -142942480.000000 Penalty: 99736.046875
Splitting cluster 6 changes total score from -142943744.000000 to -142942480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (15571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Entering Unmasked Estep 
Score: -2119156.500000 Penalty: 2393.985107
	Iteration 0F: 2 clusters Score -2119156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2107853.500000 Penalty: 4787.970215
	Iteration 0F: 3 clusters Score -2107854 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2111676.000000 Penalty: 4787.970215
	Iteration 1F: 3 clusters Score -2111676 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2112214.250000 Penalty: 4787.970215
	Iteration 2F: 3 clusters Score -2112214 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2112701.000000 Penalty: 4787.970215
	Iteration 3F: 3 clusters Score -2112701 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2113160.750000 Penalty: 4787.970215
	Iteration 4F: 3 clusters Score -2113161 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2113616.750000 Penalty: 4787.970215
	Iteration 5F: 3 clusters Score -2113617 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2114032.000000 Penalty: 4787.970215
	Iteration 6Q: 3 clusters Score -2114032 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2114463.000000 Penalty: 4787.970215
	Iteration 7Q: 3 clusters Score -2114463 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2114902.250000 Penalty: 4787.970215
	Iteration 8Q: 3 clusters Score -2114902 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2115291.750000 Penalty: 4787.970215
	Iteration 9Q: 3 clusters Score -2115292 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2115685.750000 Penalty: 4787.970215
	Iteration 10Q: 3 clusters Score -2115686 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2116073.750000 Penalty: 4787.970215
	Iteration 11Q: 3 clusters Score -2116074 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2116421.750000 Penalty: 4787.970215
	Iteration 12Q: 3 clusters Score -2116422 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2116713.000000 Penalty: 4787.970215
	Iteration 13Q: 3 clusters Score -2116713 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2116981.250000 Penalty: 4787.970215
	Iteration 14Q: 3 clusters Score -2116981 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2117189.000000 Penalty: 4787.970215
	Iteration 15Q: 3 clusters Score -2117189 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2117356.500000 Penalty: 4787.970215
	Iteration 16Q: 3 clusters Score -2117356 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2117458.000000 Penalty: 4787.970215
	Iteration 17Q: 3 clusters Score -2117458 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2117507.250000 Penalty: 4787.970215
	Iteration 18Q: 3 clusters Score -2117507 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2117542.500000 Penalty: 4787.970215
	Iteration 19Q: 3 clusters Score -2117542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2117559.500000 Penalty: 4787.970215
	Iteration 20F: 3 clusters Score -2117560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2117579.250000 Penalty: 4787.970215
	Iteration 21Q: 3 clusters Score -2117579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2117591.500000 Penalty: 4787.970215
	Iteration 22Q: 3 clusters Score -2117592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2117601.250000 Penalty: 4787.970215
	Iteration 23Q: 3 clusters Score -2117601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2117612.500000 Penalty: 4787.970215
	Iteration 24Q: 3 clusters Score -2117612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2117625.000000 Penalty: 4787.970215
	Iteration 25Q: 3 clusters Score -2117625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2117629.250000 Penalty: 4787.970215
	Iteration 26Q: 3 clusters Score -2117629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2117628.750000 Penalty: 4787.970215
	Iteration 27Q: 3 clusters Score -2117629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2117635.000000 Penalty: 4787.970215
	Iteration 28Q: 3 clusters Score -2117635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2117643.000000 Penalty: 4787.970215
	Iteration 29Q: 3 clusters Score -2117643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2117646.000000 Penalty: 4787.970215
	Iteration 30Q: 3 clusters Score -2117646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2117649.750000 Penalty: 4787.970215
	Iteration 31Q: 3 clusters Score -2117650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2117655.250000 Penalty: 4787.970215
	Iteration 32Q: 3 clusters Score -2117655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2117654.250000 Penalty: 4787.970215
	Iteration 33Q: 3 clusters Score -2117654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2117663.250000 Penalty: 4787.970215
	Iteration 34Q: 3 clusters Score -2117663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2117664.250000 Penalty: 4787.970215
	Iteration 35Q: 3 clusters Score -2117664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2117666.250000 Penalty: 4787.970215
	Iteration 36Q: 3 clusters Score -2117666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2117669.000000 Penalty: 4787.970215
	Iteration 37Q: 3 clusters Score -2117669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2117670.750000 Penalty: 4787.970215
	Iteration 38Q: 3 clusters Score -2117671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2117674.500000 Penalty: 4787.970215
	Iteration 39Q: 3 clusters Score -2117674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2117672.000000 Penalty: 4787.970215
	Iteration 40F: 3 clusters Score -2117672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2117675.250000 Penalty: 4787.970215
	Iteration 41Q: 3 clusters Score -2117675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2117677.250000 Penalty: 4787.970215
	Iteration 42Q: 3 clusters Score -2117677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2117676.500000 Penalty: 4787.970215
	Iteration 43Q: 3 clusters Score -2117676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2117675.000000 Penalty: 4787.970215
	Iteration 44Q: 3 clusters Score -2117675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2117678.750000 Penalty: 4787.970215
	Iteration 45Q: 3 clusters Score -2117679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2117678.750000 Penalty: 4787.970215
	Iteration 46F: 3 clusters Score -2117679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (200838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200838 members 
Entering Unmasked Estep 
Score: -27924614.000000 Penalty: 3028.142822
	Iteration 0F: 2 clusters Score -2.792461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100411 members 
Mstep: Class 2 contains 100427 members 
Entering Unmasked Estep 
Score: -27798710.000000 Penalty: 6056.285645
	Iteration 0F: 3 clusters Score -2.779871e+07 nChanged 96779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100876 members 
Mstep: Class 2 contains 99962 members 
Entering Unmasked Estep 
Score: -27854786.000000 Penalty: 6056.285645
	Iteration 1F: 3 clusters Score -2.785479e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100900 members 
Mstep: Class 2 contains 99938 members 
Entering Unmasked Estep 
Score: -27855350.000000 Penalty: 6056.285645
	Iteration 2Q: 3 clusters Score -2.785535e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100905 members 
Mstep: Class 2 contains 99933 members 
Entering Unmasked Estep 
Score: -27855998.000000 Penalty: 6056.285645
	Iteration 3Q: 3 clusters Score -2.7856e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100949 members 
Mstep: Class 2 contains 99889 members 
Entering Unmasked Estep 
Score: -27856406.000000 Penalty: 6056.285645
	Iteration 4Q: 3 clusters Score -2.785641e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101010 members 
Mstep: Class 2 contains 99828 members 
Entering Unmasked Estep 
Score: -27857148.000000 Penalty: 6056.285645
	Iteration 5Q: 3 clusters Score -2.785715e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101117 members 
Mstep: Class 2 contains 99721 members 
Entering Unmasked Estep 
Score: -27857822.000000 Penalty: 6056.285645
	Iteration 6Q: 3 clusters Score -2.785782e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101190 members 
Mstep: Class 2 contains 99648 members 
Entering Unmasked Estep 
Score: -27858630.000000 Penalty: 6056.285645
	Iteration 7Q: 3 clusters Score -2.785863e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101288 members 
Mstep: Class 2 contains 99550 members 
Entering Unmasked Estep 
Score: -27860084.000000 Penalty: 6056.285645
	Iteration 8Q: 3 clusters Score -2.786008e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101356 members 
Mstep: Class 2 contains 99482 members 
Entering Unmasked Estep 
Score: -27861826.000000 Penalty: 6056.285645
	Iteration 9Q: 3 clusters Score -2.786183e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101282 members 
Mstep: Class 2 contains 99556 members 
Entering Unmasked Estep 
Score: -27864006.000000 Penalty: 6056.285645
	Iteration 10Q: 3 clusters Score -2.786401e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100671 members 
Mstep: Class 2 contains 100167 members 
Entering Unmasked Estep 
Score: -27866942.000000 Penalty: 6056.285645
	Iteration 11Q: 3 clusters Score -2.786694e+07 nChanged 9222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99171 members 
Mstep: Class 2 contains 101667 members 
Entering Unmasked Estep 
Score: -27871218.000000 Penalty: 6056.285645
	Iteration 12Q: 3 clusters Score -2.787122e+07 nChanged 10814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96525 members 
Mstep: Class 2 contains 104313 members 
Entering Unmasked Estep 
Score: -27877498.000000 Penalty: 6056.285645
	Iteration 13F: 3 clusters Score -2.78775e+07 nChanged 12778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92637 members 
Mstep: Class 2 contains 108201 members 
Entering Unmasked Estep 
Score: -27886940.000000 Penalty: 6056.285645
	Iteration 14F: 3 clusters Score -2.788694e+07 nChanged 13306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88091 members 
Mstep: Class 2 contains 112747 members 
Entering Unmasked Estep 
Score: -27897894.000000 Penalty: 6056.285645
	Iteration 15F: 3 clusters Score -2.789789e+07 nChanged 11356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83941 members 
Mstep: Class 2 contains 116897 members 
Entering Unmasked Estep 
Score: -27904932.000000 Penalty: 6056.285645
	Iteration 16F: 3 clusters Score -2.790493e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80394 members 
Mstep: Class 2 contains 120444 members 
Entering Unmasked Estep 
Score: -27907506.000000 Penalty: 6056.285645
	Iteration 17Q: 3 clusters Score -2.790751e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76886 members 
Mstep: Class 2 contains 123952 members 
Entering Unmasked Estep 
Score: -27908762.000000 Penalty: 6056.285645
	Iteration 18Q: 3 clusters Score -2.790876e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 127537 members 
Entering Unmasked Estep 
Score: -27909840.000000 Penalty: 6056.285645
	Iteration 19Q: 3 clusters Score -2.790984e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69602 members 
Mstep: Class 2 contains 131236 members 
Entering Unmasked Estep 
Score: -27910742.000000 Penalty: 6056.285645
	Iteration 20F: 3 clusters Score -2.791074e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65792 members 
Mstep: Class 2 contains 135046 members 
Entering Unmasked Estep 
Score: -27912120.000000 Penalty: 6056.285645
	Iteration 21Q: 3 clusters Score -2.791212e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61879 members 
Mstep: Class 2 contains 138959 members 
Entering Unmasked Estep 
Score: -27913256.000000 Penalty: 6056.285645
	Iteration 22Q: 3 clusters Score -2.791326e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57907 members 
Mstep: Class 2 contains 142931 members 
Entering Unmasked Estep 
Score: -27914300.000000 Penalty: 6056.285645
	Iteration 23Q: 3 clusters Score -2.79143e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54007 members 
Mstep: Class 2 contains 146831 members 
Entering Unmasked Estep 
Score: -27915190.000000 Penalty: 6056.285645
	Iteration 24Q: 3 clusters Score -2.791519e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 150661 members 
Entering Unmasked Estep 
Score: -27916226.000000 Penalty: 6056.285645
	Iteration 25Q: 3 clusters Score -2.791623e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 154401 members 
Entering Unmasked Estep 
Score: -27917148.000000 Penalty: 6056.285645
	Iteration 26Q: 3 clusters Score -2.791715e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 158078 members 
Entering Unmasked Estep 
Score: -27918058.000000 Penalty: 6056.285645
	Iteration 27Q: 3 clusters Score -2.791806e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 161598 members 
Entering Unmasked Estep 
Score: -27918824.000000 Penalty: 6056.285645
	Iteration 28Q: 3 clusters Score -2.791882e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 164916 members 
Entering Unmasked Estep 
Score: -27919408.000000 Penalty: 6056.285645
	Iteration 29Q: 3 clusters Score -2.791941e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 168017 members 
Entering Unmasked Estep 
Score: -27919862.000000 Penalty: 6056.285645
	Iteration 30Q: 3 clusters Score -2.791986e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 170867 members 
Entering Unmasked Estep 
Score: -27920550.000000 Penalty: 6056.285645
	Iteration 31Q: 3 clusters Score -2.792055e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 173524 members 
Entering Unmasked Estep 
Score: -27920988.000000 Penalty: 6056.285645
	Iteration 32Q: 3 clusters Score -2.792099e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 176058 members 
Entering Unmasked Estep 
Score: -27921232.000000 Penalty: 6056.285645
	Iteration 33Q: 3 clusters Score -2.792123e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 178380 members 
Entering Unmasked Estep 
Score: -27921394.000000 Penalty: 6056.285645
	Iteration 34Q: 3 clusters Score -2.792139e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 180492 members 
Entering Unmasked Estep 
Score: -27921748.000000 Penalty: 6056.285645
	Iteration 35Q: 3 clusters Score -2.792175e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 182331 members 
Entering Unmasked Estep 
Score: -27921956.000000 Penalty: 6056.285645
	Iteration 36Q: 3 clusters Score -2.792196e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 183872 members 
Entering Unmasked Estep 
Score: -27922234.000000 Penalty: 6056.285645
	Iteration 37Q: 3 clusters Score -2.792223e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 185191 members 
Entering Unmasked Estep 
Score: -27922240.000000 Penalty: 6056.285645
	Iteration 38Q: 3 clusters Score -2.792224e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 186295 members 
Entering Unmasked Estep 
Score: -27922444.000000 Penalty: 6056.285645
	Iteration 39Q: 3 clusters Score -2.792244e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 187229 members 
Entering Unmasked Estep 
Score: -27922768.000000 Penalty: 6056.285645
	Iteration 40F: 3 clusters Score -2.792277e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 188456 members 
Entering Unmasked Estep 
Score: -27922882.000000 Penalty: 6056.285645
	Iteration 41Q: 3 clusters Score -2.792288e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 189522 members 
Entering Unmasked Estep 
Score: -27922960.000000 Penalty: 6056.285645
	Iteration 42Q: 3 clusters Score -2.792296e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 190479 members 
Entering Unmasked Estep 
Score: -27923002.000000 Penalty: 6056.285645
	Iteration 43Q: 3 clusters Score -2.7923e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 191296 members 
Entering Unmasked Estep 
Score: -27923098.000000 Penalty: 6056.285645
	Iteration 44Q: 3 clusters Score -2.79231e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 192031 members 
Entering Unmasked Estep 
Score: -27923188.000000 Penalty: 6056.285645
	Iteration 45Q: 3 clusters Score -2.792319e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 192702 members 
Entering Unmasked Estep 
Score: -27923192.000000 Penalty: 6056.285645
	Iteration 46Q: 3 clusters Score -2.792319e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 193300 members 
Entering Unmasked Estep 
Score: -27923230.000000 Penalty: 6056.285645
	Iteration 47Q: 3 clusters Score -2.792323e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 193852 members 
Entering Unmasked Estep 
Score: -27923254.000000 Penalty: 6056.285645
	Iteration 48Q: 3 clusters Score -2.792325e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 194322 members 
Entering Unmasked Estep 
Score: -27923276.000000 Penalty: 6056.285645
	Iteration 49Q: 3 clusters Score -2.792328e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 194751 members 
Entering Unmasked Estep 
Score: -27923240.000000 Penalty: 6056.285645
	Iteration 50Q: 3 clusters Score -2.792324e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 195142 members 
Entering Unmasked Estep 
Score: -27923200.000000 Penalty: 6056.285645
	Iteration 51Q: 3 clusters Score -2.79232e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 195510 members 
Entering Unmasked Estep 
Score: -27923184.000000 Penalty: 6056.285645
	Iteration 52Q: 3 clusters Score -2.792318e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 195869 members 
Entering Unmasked Estep 
Score: -27923194.000000 Penalty: 6056.285645
	Iteration 53Q: 3 clusters Score -2.792319e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 196182 members 
Entering Unmasked Estep 
Score: -27923208.000000 Penalty: 6056.285645
	Iteration 54Q: 3 clusters Score -2.792321e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 196464 members 
Entering Unmasked Estep 
Score: -27923172.000000 Penalty: 6056.285645
	Iteration 55Q: 3 clusters Score -2.792317e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 196701 members 
Entering Unmasked Estep 
Score: -27923124.000000 Penalty: 6056.285645
	Iteration 56Q: 3 clusters Score -2.792312e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 196920 members 
Entering Unmasked Estep 
Score: -27923146.000000 Penalty: 6056.285645
	Iteration 57Q: 3 clusters Score -2.792315e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 197101 members 
Entering Unmasked Estep 
Score: -27923120.000000 Penalty: 6056.285645
	Iteration 58Q: 3 clusters Score -2.792312e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 197270 members 
Entering Unmasked Estep 
Score: -27923092.000000 Penalty: 6056.285645
	Iteration 59Q: 3 clusters Score -2.792309e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 197434 members 
Entering Unmasked Estep 
Score: -27923018.000000 Penalty: 6056.285645
	Iteration 60F: 3 clusters Score -2.792302e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 197579 members 
Entering Unmasked Estep 
Score: -27923016.000000 Penalty: 6056.285645
	Iteration 61Q: 3 clusters Score -2.792302e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 197711 members 
Entering Unmasked Estep 
Score: -27922988.000000 Penalty: 6056.285645
	Iteration 62Q: 3 clusters Score -2.792299e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 197845 members 
Entering Unmasked Estep 
Score: -27922942.000000 Penalty: 6056.285645
	Iteration 63Q: 3 clusters Score -2.792294e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 197959 members 
Entering Unmasked Estep 
Score: -27922980.000000 Penalty: 6056.285645
	Iteration 64Q: 3 clusters Score -2.792298e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 198078 members 
Entering Unmasked Estep 
Score: -27922916.000000 Penalty: 6056.285645
	Iteration 65Q: 3 clusters Score -2.792292e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 198183 members 
Entering Unmasked Estep 
Score: -27922926.000000 Penalty: 6056.285645
	Iteration 66Q: 3 clusters Score -2.792293e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 198292 members 
Entering Unmasked Estep 
Score: -27922894.000000 Penalty: 6056.285645
	Iteration 67Q: 3 clusters Score -2.792289e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 198391 members 
Entering Unmasked Estep 
Score: -27922872.000000 Penalty: 6056.285645
	Iteration 68Q: 3 clusters Score -2.792287e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 198468 members 
Entering Unmasked Estep 
Score: -27922836.000000 Penalty: 6056.285645
	Iteration 69Q: 3 clusters Score -2.792284e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 198534 members 
Entering Unmasked Estep 
Score: -27922822.000000 Penalty: 6056.285645
	Iteration 70Q: 3 clusters Score -2.792282e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 198583 members 
Entering Unmasked Estep 
Score: -27922836.000000 Penalty: 6056.285645
	Iteration 71Q: 3 clusters Score -2.792284e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 198627 members 
Entering Unmasked Estep 
Score: -27922840.000000 Penalty: 6056.285645
	Iteration 72Q: 3 clusters Score -2.792284e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 198670 members 
Entering Unmasked Estep 
Score: -27922840.000000 Penalty: 6056.285645
	Iteration 73Q: 3 clusters Score -2.792284e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 198716 members 
Entering Unmasked Estep 
Score: -27922844.000000 Penalty: 6056.285645
	Iteration 74Q: 3 clusters Score -2.792284e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 198763 members 
Entering Unmasked Estep 
Score: -27922848.000000 Penalty: 6056.285645
	Iteration 75Q: 3 clusters Score -2.792285e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 198802 members 
Entering Unmasked Estep 
Score: -27922848.000000 Penalty: 6056.285645
	Iteration 76Q: 3 clusters Score -2.792285e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 198836 members 
Entering Unmasked Estep 
Score: -27922840.000000 Penalty: 6056.285645
	Iteration 77Q: 3 clusters Score -2.792284e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 198872 members 
Entering Unmasked Estep 
Score: -27922822.000000 Penalty: 6056.285645
	Iteration 78Q: 3 clusters Score -2.792282e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 198905 members 
Entering Unmasked Estep 
Score: -27922824.000000 Penalty: 6056.285645
	Iteration 79Q: 3 clusters Score -2.792282e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 198936 members 
Entering Unmasked Estep 
Score: -27922792.000000 Penalty: 6056.285645
	Iteration 80F: 3 clusters Score -2.792279e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 198967 members 
Entering Unmasked Estep 
Score: -27922770.000000 Penalty: 6056.285645
	Iteration 81Q: 3 clusters Score -2.792277e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 198993 members 
Entering Unmasked Estep 
Score: -27922796.000000 Penalty: 6056.285645
	Iteration 82Q: 3 clusters Score -2.79228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 199008 members 
Entering Unmasked Estep 
Score: -27922768.000000 Penalty: 6056.285645
	Iteration 83Q: 3 clusters Score -2.792277e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 199022 members 
Entering Unmasked Estep 
Score: -27922770.000000 Penalty: 6056.285645
	Iteration 84Q: 3 clusters Score -2.792277e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 199040 members 
Entering Unmasked Estep 
Score: -27922756.000000 Penalty: 6056.285645
	Iteration 85Q: 3 clusters Score -2.792276e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 199062 members 
Entering Unmasked Estep 
Score: -27922754.000000 Penalty: 6056.285645
	Iteration 86Q: 3 clusters Score -2.792275e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 199081 members 
Entering Unmasked Estep 
Score: -27922722.000000 Penalty: 6056.285645
	Iteration 87Q: 3 clusters Score -2.792272e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 199094 members 
Entering Unmasked Estep 
Score: -27922726.000000 Penalty: 6056.285645
	Iteration 88Q: 3 clusters Score -2.792273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 199106 members 
Entering Unmasked Estep 
Score: -27922728.000000 Penalty: 6056.285645
	Iteration 89Q: 3 clusters Score -2.792273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 199119 members 
Entering Unmasked Estep 
Score: -27922736.000000 Penalty: 6056.285645
	Iteration 90Q: 3 clusters Score -2.792274e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 199134 members 
Entering Unmasked Estep 
Score: -27922742.000000 Penalty: 6056.285645
	Iteration 91Q: 3 clusters Score -2.792274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 199146 members 
Entering Unmasked Estep 
Score: -27922742.000000 Penalty: 6056.285645
	Iteration 92Q: 3 clusters Score -2.792274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 199157 members 
Entering Unmasked Estep 
Score: -27922752.000000 Penalty: 6056.285645
	Iteration 93Q: 3 clusters Score -2.792275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 199163 members 
Entering Unmasked Estep 
Score: -27922764.000000 Penalty: 6056.285645
	Iteration 94Q: 3 clusters Score -2.792276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 199171 members 
Entering Unmasked Estep 
Score: -27922758.000000 Penalty: 6056.285645
	Iteration 95Q: 3 clusters Score -2.792276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 199181 members 
Entering Unmasked Estep 
Score: -27922782.000000 Penalty: 6056.285645
	Iteration 96Q: 3 clusters Score -2.792278e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 199194 members 
Entering Unmasked Estep 
Score: -27922758.000000 Penalty: 6056.285645
	Iteration 97Q: 3 clusters Score -2.792276e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 199215 members 
Entering Unmasked Estep 
Score: -27922760.000000 Penalty: 6056.285645
	Iteration 98Q: 3 clusters Score -2.792276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 199227 members 
Entering Unmasked Estep 
Score: -27922762.000000 Penalty: 6056.285645
	Iteration 99Q: 3 clusters Score -2.792276e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 199241 members 
Entering Unmasked Estep 
Score: -27922766.000000 Penalty: 6056.285645
	Iteration 100F: 3 clusters Score -2.792277e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 199255 members 
Entering Unmasked Estep 
Score: -27922770.000000 Penalty: 6056.285645
	Iteration 101Q: 3 clusters Score -2.792277e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 199268 members 
Entering Unmasked Estep 
Score: -27922732.000000 Penalty: 6056.285645
	Iteration 102Q: 3 clusters Score -2.792273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 199280 members 
Entering Unmasked Estep 
Score: -27922754.000000 Penalty: 6056.285645
	Iteration 103Q: 3 clusters Score -2.792275e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 199292 members 
Entering Unmasked Estep 
Score: -27922742.000000 Penalty: 6056.285645
	Iteration 104Q: 3 clusters Score -2.792274e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 199306 members 
Entering Unmasked Estep 
Score: -27922724.000000 Penalty: 6056.285645
	Iteration 105Q: 3 clusters Score -2.792272e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 199321 members 
Entering Unmasked Estep 
Score: -27922754.000000 Penalty: 6056.285645
	Iteration 106Q: 3 clusters Score -2.792275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 199331 members 
Entering Unmasked Estep 
Score: -27922774.000000 Penalty: 6056.285645
	Iteration 107Q: 3 clusters Score -2.792277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 199343 members 
Entering Unmasked Estep 
Score: -27922774.000000 Penalty: 6056.285645
	Iteration 108Q: 3 clusters Score -2.792277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 199352 members 
Entering Unmasked Estep 
Score: -27922774.000000 Penalty: 6056.285645
	Iteration 109Q: 3 clusters Score -2.792277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 199359 members 
Entering Unmasked Estep 
Score: -27922780.000000 Penalty: 6056.285645
	Iteration 110Q: 3 clusters Score -2.792278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 199368 members 
Entering Unmasked Estep 
Score: -27922760.000000 Penalty: 6056.285645
	Iteration 111Q: 3 clusters Score -2.792276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 199375 members 
Entering Unmasked Estep 
Score: -27922778.000000 Penalty: 6056.285645
	Iteration 112Q: 3 clusters Score -2.792278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 199384 members 
Entering Unmasked Estep 
Score: -27922780.000000 Penalty: 6056.285645
	Iteration 113Q: 3 clusters Score -2.792278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 199393 members 
Entering Unmasked Estep 
Score: -27922776.000000 Penalty: 6056.285645
	Iteration 114Q: 3 clusters Score -2.792278e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 199406 members 
Entering Unmasked Estep 
Score: -27922770.000000 Penalty: 6056.285645
	Iteration 115Q: 3 clusters Score -2.792277e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 199423 members 
Entering Unmasked Estep 
Score: -27922752.000000 Penalty: 6056.285645
	Iteration 116Q: 3 clusters Score -2.792275e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 199439 members 
Entering Unmasked Estep 
Score: -27922766.000000 Penalty: 6056.285645
	Iteration 117Q: 3 clusters Score -2.792277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 199450 members 
Entering Unmasked Estep 
Score: -27922776.000000 Penalty: 6056.285645
	Iteration 118Q: 3 clusters Score -2.792278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 199456 members 
Entering Unmasked Estep 
Score: -27922776.000000 Penalty: 6056.285645
	Iteration 119Q: 3 clusters Score -2.792278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 199463 members 
Entering Unmasked Estep 
Score: -27922782.000000 Penalty: 6056.285645
	Iteration 120F: 3 clusters Score -2.792278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 199469 members 
Entering Unmasked Estep 
Score: -27922778.000000 Penalty: 6056.285645
	Iteration 121Q: 3 clusters Score -2.792278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 199474 members 
Entering Unmasked Estep 
Score: -27922764.000000 Penalty: 6056.285645
	Iteration 122Q: 3 clusters Score -2.792276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 199476 members 
Entering Unmasked Estep 
Score: -27922774.000000 Penalty: 6056.285645
	Iteration 123Q: 3 clusters Score -2.792277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 199477 members 
Entering Unmasked Estep 
Score: -27922778.000000 Penalty: 6056.285645
	Iteration 124Q: 3 clusters Score -2.792278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 199482 members 
Entering Unmasked Estep 
Score: -27922770.000000 Penalty: 6056.285645
	Iteration 125Q: 3 clusters Score -2.792277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 199484 members 
Entering Unmasked Estep 
Score: -27922780.000000 Penalty: 6056.285645
	Iteration 126Q: 3 clusters Score -2.792278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 199486 members 
Entering Unmasked Estep 
Score: -27922792.000000 Penalty: 6056.285645
	Iteration 127Q: 3 clusters Score -2.792279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 199487 members 
Entering Unmasked Estep 
Score: -27922786.000000 Penalty: 6056.285645
	Iteration 128Q: 3 clusters Score -2.792279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 199487 members 
Entering Unmasked Estep 
Score: -27922786.000000 Penalty: 6056.285645
	Iteration 129F: 3 clusters Score -2.792279e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Entering Unmasked Estep 
Score: -734697.625000 Penalty: 2129.135986
	Iteration 0F: 2 clusters Score -734697.6 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 2727 members 
Entering Unmasked Estep 
Score: -729926.937500 Penalty: 4258.271973
	Iteration 0F: 3 clusters Score -729926.9 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -731077.562500 Penalty: 4258.271973
	Iteration 1F: 3 clusters Score -731077.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -731302.812500 Penalty: 4258.271973
	Iteration 2F: 3 clusters Score -731302.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -731432.000000 Penalty: 4258.271973
	Iteration 3Q: 3 clusters Score -731432 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -731537.437500 Penalty: 4258.271973
	Iteration 4Q: 3 clusters Score -731537.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -731614.500000 Penalty: 4258.271973
	Iteration 5Q: 3 clusters Score -731614.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -731674.875000 Penalty: 4258.271973
	Iteration 6Q: 3 clusters Score -731674.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -731727.375000 Penalty: 4258.271973
	Iteration 7Q: 3 clusters Score -731727.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -731779.687500 Penalty: 4258.271973
	Iteration 8Q: 3 clusters Score -731779.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -731822.937500 Penalty: 4258.271973
	Iteration 9Q: 3 clusters Score -731822.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -731864.062500 Penalty: 4258.271973
	Iteration 10Q: 3 clusters Score -731864.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -731901.437500 Penalty: 4258.271973
	Iteration 11Q: 3 clusters Score -731901.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -731937.750000 Penalty: 4258.271973
	Iteration 12Q: 3 clusters Score -731937.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -731973.500000 Penalty: 4258.271973
	Iteration 13Q: 3 clusters Score -731973.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -731998.500000 Penalty: 4258.271973
	Iteration 14Q: 3 clusters Score -731998.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -732025.687500 Penalty: 4258.271973
	Iteration 15Q: 3 clusters Score -732025.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -732062.687500 Penalty: 4258.271973
	Iteration 16Q: 3 clusters Score -732062.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -732098.250000 Penalty: 4258.271973
	Iteration 17Q: 3 clusters Score -732098.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -732133.250000 Penalty: 4258.271973
	Iteration 18Q: 3 clusters Score -732133.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -732167.250000 Penalty: 4258.271973
	Iteration 19Q: 3 clusters Score -732167.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -732208.250000 Penalty: 4258.271973
	Iteration 20F: 3 clusters Score -732208.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -732249.375000 Penalty: 4258.271973
	Iteration 21Q: 3 clusters Score -732249.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -732288.375000 Penalty: 4258.271973
	Iteration 22Q: 3 clusters Score -732288.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -732347.062500 Penalty: 4258.271973
	Iteration 23Q: 3 clusters Score -732347.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -732405.125000 Penalty: 4258.271973
	Iteration 24Q: 3 clusters Score -732405.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -732462.312500 Penalty: 4258.271973
	Iteration 25Q: 3 clusters Score -732462.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -732509.500000 Penalty: 4258.271973
	Iteration 26Q: 3 clusters Score -732509.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -732554.375000 Penalty: 4258.271973
	Iteration 27Q: 3 clusters Score -732554.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -732586.687500 Penalty: 4258.271973
	Iteration 28Q: 3 clusters Score -732586.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -732614.687500 Penalty: 4258.271973
	Iteration 29Q: 3 clusters Score -732614.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -732640.250000 Penalty: 4258.271973
	Iteration 30Q: 3 clusters Score -732640.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -732659.312500 Penalty: 4258.271973
	Iteration 31Q: 3 clusters Score -732659.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -732681.812500 Penalty: 4258.271973
	Iteration 32Q: 3 clusters Score -732681.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -732703.500000 Penalty: 4258.271973
	Iteration 33Q: 3 clusters Score -732703.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -732715.000000 Penalty: 4258.271973
	Iteration 34Q: 3 clusters Score -732715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -732723.312500 Penalty: 4258.271973
	Iteration 35Q: 3 clusters Score -732723.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -732733.812500 Penalty: 4258.271973
	Iteration 36Q: 3 clusters Score -732733.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -732750.750000 Penalty: 4258.271973
	Iteration 37Q: 3 clusters Score -732750.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -732771.125000 Penalty: 4258.271973
	Iteration 38Q: 3 clusters Score -732771.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -732790.375000 Penalty: 4258.271973
	Iteration 39Q: 3 clusters Score -732790.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -732806.875000 Penalty: 4258.271973
	Iteration 40F: 3 clusters Score -732806.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -732814.437500 Penalty: 4258.271973
	Iteration 41Q: 3 clusters Score -732814.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -732825.000000 Penalty: 4258.271973
	Iteration 42Q: 3 clusters Score -732825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -732832.000000 Penalty: 4258.271973
	Iteration 43Q: 3 clusters Score -732832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -732835.562500 Penalty: 4258.271973
	Iteration 44Q: 3 clusters Score -732835.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -732842.000000 Penalty: 4258.271973
	Iteration 45Q: 3 clusters Score -732842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -732846.375000 Penalty: 4258.271973
	Iteration 46Q: 3 clusters Score -732846.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -732850.125000 Penalty: 4258.271973
	Iteration 47Q: 3 clusters Score -732850.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -732857.312500 Penalty: 4258.271973
	Iteration 48Q: 3 clusters Score -732857.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -732861.750000 Penalty: 4258.271973
	Iteration 49Q: 3 clusters Score -732861.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -732865.687500 Penalty: 4258.271973
	Iteration 50Q: 3 clusters Score -732865.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -732866.125000 Penalty: 4258.271973
	Iteration 51Q: 3 clusters Score -732866.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -732866.125000 Penalty: 4258.271973
	Iteration 52F: 3 clusters Score -732866.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -1023032.687500 Penalty: 2216.918701
	Iteration 0F: 2 clusters Score -1023033 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 3824 members 
Entering Unmasked Estep 
Score: -1016793.375000 Penalty: 4433.837402
	Iteration 0F: 3 clusters Score -1016793 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1018457.187500 Penalty: 4433.837402
	Iteration 1F: 3 clusters Score -1018457 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1018771.625000 Penalty: 4433.837402
	Iteration 2F: 3 clusters Score -1018772 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1019052.187500 Penalty: 4433.837402
	Iteration 3F: 3 clusters Score -1019052 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1019322.875000 Penalty: 4433.837402
	Iteration 4F: 3 clusters Score -1019323 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1019606.812500 Penalty: 4433.837402
	Iteration 5Q: 3 clusters Score -1019607 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1019936.375000 Penalty: 4433.837402
	Iteration 6Q: 3 clusters Score -1019936 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1020289.937500 Penalty: 4433.837402
	Iteration 7F: 3 clusters Score -1020290 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1020641.562500 Penalty: 4433.837402
	Iteration 8F: 3 clusters Score -1020642 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1020962.500000 Penalty: 4433.837402
	Iteration 9F: 3 clusters Score -1020962 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1021167.312500 Penalty: 4433.837402
	Iteration 10Q: 3 clusters Score -1021167 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1021324.687500 Penalty: 4433.837402
	Iteration 11Q: 3 clusters Score -1021325 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1021458.062500 Penalty: 4433.837402
	Iteration 12Q: 3 clusters Score -1021458 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1021565.375000 Penalty: 4433.837402
	Iteration 13Q: 3 clusters Score -1021565 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1021627.875000 Penalty: 4433.837402
	Iteration 14Q: 3 clusters Score -1021628 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1021657.312500 Penalty: 4433.837402
	Iteration 15Q: 3 clusters Score -1021657 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1021684.375000 Penalty: 4433.837402
	Iteration 16Q: 3 clusters Score -1021684 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1021704.750000 Penalty: 4433.837402
	Iteration 17Q: 3 clusters Score -1021705 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1021721.250000 Penalty: 4433.837402
	Iteration 18Q: 3 clusters Score -1021721 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1021731.750000 Penalty: 4433.837402
	Iteration 19Q: 3 clusters Score -1021732 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1021743.187500 Penalty: 4433.837402
	Iteration 20F: 3 clusters Score -1021743 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1021750.750000 Penalty: 4433.837402
	Iteration 21Q: 3 clusters Score -1021751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1021754.125000 Penalty: 4433.837402
	Iteration 22Q: 3 clusters Score -1021754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1021758.000000 Penalty: 4433.837402
	Iteration 23Q: 3 clusters Score -1021758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1021760.562500 Penalty: 4433.837402
	Iteration 24Q: 3 clusters Score -1021761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1021761.687500 Penalty: 4433.837402
	Iteration 25Q: 3 clusters Score -1021762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1021764.187500 Penalty: 4433.837402
	Iteration 26Q: 3 clusters Score -1021764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1021763.125000 Penalty: 4433.837402
	Iteration 27Q: 3 clusters Score -1021763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1021763.875000 Penalty: 4433.837402
	Iteration 28Q: 3 clusters Score -1021764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1021767.500000 Penalty: 4433.837402
	Iteration 29Q: 3 clusters Score -1021768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1021767.687500 Penalty: 4433.837402
	Iteration 30Q: 3 clusters Score -1021768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1021767.187500 Penalty: 4433.837402
	Iteration 31Q: 3 clusters Score -1021767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1021767.562500 Penalty: 4433.837402
	Iteration 32Q: 3 clusters Score -1021768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1021769.937500 Penalty: 4433.837402
	Iteration 33Q: 3 clusters Score -1021770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1021769.437500 Penalty: 4433.837402
	Iteration 34Q: 3 clusters Score -1021769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1021768.687500 Penalty: 4433.837402
	Iteration 35Q: 3 clusters Score -1021769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1021770.750000 Penalty: 4433.837402
	Iteration 36Q: 3 clusters Score -1021771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1021769.312500 Penalty: 4433.837402
	Iteration 37Q: 3 clusters Score -1021769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1021769.000000 Penalty: 4433.837402
	Iteration 38Q: 3 clusters Score -1021769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1021767.437500 Penalty: 4433.837402
	Iteration 39Q: 3 clusters Score -1021767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1021768.500000 Penalty: 4433.837402
	Iteration 40F: 3 clusters Score -1021768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1021770.937500 Penalty: 4433.837402
	Iteration 41Q: 3 clusters Score -1021771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1021773.062500 Penalty: 4433.837402
	Iteration 42Q: 3 clusters Score -1021773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1021773.062500 Penalty: 4433.837402
	Iteration 43Q: 3 clusters Score -1021773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1021774.437500 Penalty: 4433.837402
	Iteration 44Q: 3 clusters Score -1021774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1021775.125000 Penalty: 4433.837402
	Iteration 45Q: 3 clusters Score -1021775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1021777.562500 Penalty: 4433.837402
	Iteration 46Q: 3 clusters Score -1021778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1021777.062500 Penalty: 4433.837402
	Iteration 47Q: 3 clusters Score -1021777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1021778.000000 Penalty: 4433.837402
	Iteration 48Q: 3 clusters Score -1021778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1021778.750000 Penalty: 4433.837402
	Iteration 49Q: 3 clusters Score -1021779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1021779.375000 Penalty: 4433.837402
	Iteration 50Q: 3 clusters Score -1021779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1021781.875000 Penalty: 4433.837402
	Iteration 51Q: 3 clusters Score -1021782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1021783.250000 Penalty: 4433.837402
	Iteration 52Q: 3 clusters Score -1021783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1021783.437500 Penalty: 4433.837402
	Iteration 53Q: 3 clusters Score -1021783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1021784.000000 Penalty: 4433.837402
	Iteration 54Q: 3 clusters Score -1021784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1021785.562500 Penalty: 4433.837402
	Iteration 55Q: 3 clusters Score -1021786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1021786.250000 Penalty: 4433.837402
	Iteration 56Q: 3 clusters Score -1021786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1021790.062500 Penalty: 4433.837402
	Iteration 57Q: 3 clusters Score -1021790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1021789.250000 Penalty: 4433.837402
	Iteration 58Q: 3 clusters Score -1021789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1021787.937500 Penalty: 4433.837402
	Iteration 59Q: 3 clusters Score -1021788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1021789.500000 Penalty: 4433.837402
	Iteration 60F: 3 clusters Score -1021790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1021790.375000 Penalty: 4433.837402
	Iteration 61Q: 3 clusters Score -1021790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1021792.875000 Penalty: 4433.837402
	Iteration 62Q: 3 clusters Score -1021793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1021793.187500 Penalty: 4433.837402
	Iteration 63Q: 3 clusters Score -1021793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1021794.625000 Penalty: 4433.837402
	Iteration 64Q: 3 clusters Score -1021795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1021794.125000 Penalty: 4433.837402
	Iteration 65Q: 3 clusters Score -1021794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1021794.437500 Penalty: 4433.837402
	Iteration 66Q: 3 clusters Score -1021794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1021795.062500 Penalty: 4433.837402
	Iteration 67Q: 3 clusters Score -1021795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1021797.562500 Penalty: 4433.837402
	Iteration 68Q: 3 clusters Score -1021798 nChanged 3
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: -1021798.312500 Penalty: 4433.837402
	Iteration 69Q: 3 clusters Score -1021798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1021799.500000 Penalty: 4433.837402
	Iteration 70Q: 3 clusters Score -1021800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1021798.750000 Penalty: 4433.837402
	Iteration 71Q: 3 clusters Score -1021799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1021798.750000 Penalty: 4433.837402
	Iteration 72F: 3 clusters Score -1021799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Entering Unmasked Estep 
Score: -975649.875000 Penalty: 2205.060547
	Iteration 0F: 2 clusters Score -975649.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -969726.937500 Penalty: 4410.121094
	Iteration 0F: 3 clusters Score -969726.9 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -971361.312500 Penalty: 4410.121094
	Iteration 1F: 3 clusters Score -971361.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -971657.062500 Penalty: 4410.121094
	Iteration 2F: 3 clusters Score -971657.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -971922.500000 Penalty: 4410.121094
	Iteration 3F: 3 clusters Score -971922.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -972147.812500 Penalty: 4410.121094
	Iteration 4Q: 3 clusters Score -972147.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -972390.937500 Penalty: 4410.121094
	Iteration 5Q: 3 clusters Score -972390.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -972682.625000 Penalty: 4410.121094
	Iteration 6Q: 3 clusters Score -972682.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -972980.375000 Penalty: 4410.121094
	Iteration 7F: 3 clusters Score -972980.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -973286.000000 Penalty: 4410.121094
	Iteration 8Q: 3 clusters Score -973286 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -973595.500000 Penalty: 4410.121094
	Iteration 9Q: 3 clusters Score -973595.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -973869.375000 Penalty: 4410.121094
	Iteration 10Q: 3 clusters Score -973869.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -974102.750000 Penalty: 4410.121094
	Iteration 11Q: 3 clusters Score -974102.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -974331.187500 Penalty: 4410.121094
	Iteration 12Q: 3 clusters Score -974331.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -974447.687500 Penalty: 4410.121094
	Iteration 13Q: 3 clusters Score -974447.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -974515.250000 Penalty: 4410.121094
	Iteration 14Q: 3 clusters Score -974515.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -974550.250000 Penalty: 4410.121094
	Iteration 15Q: 3 clusters Score -974550.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -974565.375000 Penalty: 4410.121094
	Iteration 16Q: 3 clusters Score -974565.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -974570.500000 Penalty: 4410.121094
	Iteration 17Q: 3 clusters Score -974570.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -974580.062500 Penalty: 4410.121094
	Iteration 18Q: 3 clusters Score -974580.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -974586.437500 Penalty: 4410.121094
	Iteration 19Q: 3 clusters Score -974586.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -974587.062500 Penalty: 4410.121094
	Iteration 20F: 3 clusters Score -974587.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -974590.812500 Penalty: 4410.121094
	Iteration 21Q: 3 clusters Score -974590.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -974594.562500 Penalty: 4410.121094
	Iteration 22Q: 3 clusters Score -974594.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -974597.750000 Penalty: 4410.121094
	Iteration 23Q: 3 clusters Score -974597.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -974600.125000 Penalty: 4410.121094
	Iteration 24Q: 3 clusters Score -974600.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -974600.250000 Penalty: 4410.121094
	Iteration 25Q: 3 clusters Score -974600.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -974600.562500 Penalty: 4410.121094
	Iteration 26Q: 3 clusters Score -974600.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -974601.687500 Penalty: 4410.121094
	Iteration 27Q: 3 clusters Score -974601.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -974601.875000 Penalty: 4410.121094
	Iteration 28Q: 3 clusters Score -974601.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -974605.937500 Penalty: 4410.121094
	Iteration 29Q: 3 clusters Score -974605.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -974606.187500 Penalty: 4410.121094
	Iteration 30Q: 3 clusters Score -974606.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -974606.187500 Penalty: 4410.121094
	Iteration 31F: 3 clusters Score -974606.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Entering Unmasked Estep 
Score: -747978.000000 Penalty: 2156.278076
	Iteration 0F: 2 clusters Score -747978 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 2986 members 
Entering Unmasked Estep 
Score: -742819.687500 Penalty: 4312.556152
	Iteration 0F: 3 clusters Score -742819.7 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -744395.750000 Penalty: 4312.556152
	Iteration 1F: 3 clusters Score -744395.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -744914.562500 Penalty: 4312.556152
	Iteration 2F: 3 clusters Score -744914.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -745410.062500 Penalty: 4312.556152
	Iteration 3F: 3 clusters Score -745410.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -745903.687500 Penalty: 4312.556152
	Iteration 4F: 3 clusters Score -745903.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -746308.562500 Penalty: 4312.556152
	Iteration 5F: 3 clusters Score -746308.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -746635.437500 Penalty: 4312.556152
	Iteration 6F: 3 clusters Score -746635.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -746849.375000 Penalty: 4312.556152
	Iteration 7Q: 3 clusters Score -746849.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -747008.750000 Penalty: 4312.556152
	Iteration 8Q: 3 clusters Score -747008.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -747121.000000 Penalty: 4312.556152
	Iteration 9Q: 3 clusters Score -747121 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -747199.125000 Penalty: 4312.556152
	Iteration 10Q: 3 clusters Score -747199.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -747254.750000 Penalty: 4312.556152
	Iteration 11Q: 3 clusters Score -747254.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -747301.125000 Penalty: 4312.556152
	Iteration 12Q: 3 clusters Score -747301.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -747349.500000 Penalty: 4312.556152
	Iteration 13Q: 3 clusters Score -747349.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -747389.375000 Penalty: 4312.556152
	Iteration 14Q: 3 clusters Score -747389.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -747428.562500 Penalty: 4312.556152
	Iteration 15Q: 3 clusters Score -747428.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -747452.625000 Penalty: 4312.556152
	Iteration 16Q: 3 clusters Score -747452.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -747469.500000 Penalty: 4312.556152
	Iteration 17Q: 3 clusters Score -747469.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -747483.000000 Penalty: 4312.556152
	Iteration 18Q: 3 clusters Score -747483 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -747489.875000 Penalty: 4312.556152
	Iteration 19Q: 3 clusters Score -747489.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -747497.000000 Penalty: 4312.556152
	Iteration 20F: 3 clusters Score -747497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -747502.375000 Penalty: 4312.556152
	Iteration 21Q: 3 clusters Score -747502.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -747508.687500 Penalty: 4312.556152
	Iteration 22Q: 3 clusters Score -747508.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -747511.250000 Penalty: 4312.556152
	Iteration 23Q: 3 clusters Score -747511.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -747513.812500 Penalty: 4312.556152
	Iteration 24Q: 3 clusters Score -747513.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -747515.875000 Penalty: 4312.556152
	Iteration 25Q: 3 clusters Score -747515.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -747514.875000 Penalty: 4312.556152
	Iteration 26Q: 3 clusters Score -747514.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -747518.562500 Penalty: 4312.556152
	Iteration 27Q: 3 clusters Score -747518.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -747519.437500 Penalty: 4312.556152
	Iteration 28Q: 3 clusters Score -747519.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -747520.250000 Penalty: 4312.556152
	Iteration 29Q: 3 clusters Score -747520.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -747521.375000 Penalty: 4312.556152
	Iteration 30Q: 3 clusters Score -747521.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -747523.312500 Penalty: 4312.556152
	Iteration 31Q: 3 clusters Score -747523.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -747522.500000 Penalty: 4312.556152
	Iteration 32Q: 3 clusters Score -747522.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -747523.625000 Penalty: 4312.556152
	Iteration 33Q: 3 clusters Score -747523.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -747522.687500 Penalty: 4312.556152
	Iteration 34Q: 3 clusters Score -747522.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -747523.312500 Penalty: 4312.556152
	Iteration 35Q: 3 clusters Score -747523.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -747523.312500 Penalty: 4312.556152
	Iteration 36F: 3 clusters Score -747523.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Entering Unmasked Estep 
Score: -1600678.500000 Penalty: 2318.479980
	Iteration 0F: 2 clusters Score -1600678 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 5800 members 
Entering Unmasked Estep 
Score: -1592060.625000 Penalty: 4636.959961
	Iteration 0F: 3 clusters Score -1592061 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1594638.000000 Penalty: 4636.959961
	Iteration 1F: 3 clusters Score -1594638 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1594951.750000 Penalty: 4636.959961
	Iteration 2F: 3 clusters Score -1594952 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1595192.500000 Penalty: 4636.959961
	Iteration 3F: 3 clusters Score -1595192 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1595375.375000 Penalty: 4636.959961
	Iteration 4Q: 3 clusters Score -1595375 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1595576.625000 Penalty: 4636.959961
	Iteration 5Q: 3 clusters Score -1595577 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1595776.000000 Penalty: 4636.959961
	Iteration 6Q: 3 clusters Score -1595776 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1596001.375000 Penalty: 4636.959961
	Iteration 7Q: 3 clusters Score -1596001 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1596260.375000 Penalty: 4636.959961
	Iteration 8Q: 3 clusters Score -1596260 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1596514.375000 Penalty: 4636.959961
	Iteration 9Q: 3 clusters Score -1596514 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1596777.625000 Penalty: 4636.959961
	Iteration 10Q: 3 clusters Score -1596778 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1597005.875000 Penalty: 4636.959961
	Iteration 11Q: 3 clusters Score -1597006 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1597242.875000 Penalty: 4636.959961
	Iteration 12Q: 3 clusters Score -1597243 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1597479.625000 Penalty: 4636.959961
	Iteration 13Q: 3 clusters Score -1597480 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1597693.250000 Penalty: 4636.959961
	Iteration 14Q: 3 clusters Score -1597693 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1597881.750000 Penalty: 4636.959961
	Iteration 15Q: 3 clusters Score -1597882 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1598047.750000 Penalty: 4636.959961
	Iteration 16Q: 3 clusters Score -1598048 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1598179.875000 Penalty: 4636.959961
	Iteration 17Q: 3 clusters Score -1598180 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1598288.125000 Penalty: 4636.959961
	Iteration 18Q: 3 clusters Score -1598288 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1598364.750000 Penalty: 4636.959961
	Iteration 19Q: 3 clusters Score -1598365 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1598409.250000 Penalty: 4636.959961
	Iteration 20F: 3 clusters Score -1598409 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1598441.625000 Penalty: 4636.959961
	Iteration 21Q: 3 clusters Score -1598442 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1598473.375000 Penalty: 4636.959961
	Iteration 22Q: 3 clusters Score -1598473 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1598500.625000 Penalty: 4636.959961
	Iteration 23Q: 3 clusters Score -1598501 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1598523.375000 Penalty: 4636.959961
	Iteration 24Q: 3 clusters Score -1598523 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1598543.625000 Penalty: 4636.959961
	Iteration 25Q: 3 clusters Score -1598544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1598559.125000 Penalty: 4636.959961
	Iteration 26Q: 3 clusters Score -1598559 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1598575.625000 Penalty: 4636.959961
	Iteration 27Q: 3 clusters Score -1598576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1598590.375000 Penalty: 4636.959961
	Iteration 28Q: 3 clusters Score -1598590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1598606.250000 Penalty: 4636.959961
	Iteration 29Q: 3 clusters Score -1598606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1598616.625000 Penalty: 4636.959961
	Iteration 30Q: 3 clusters Score -1598617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1598630.625000 Penalty: 4636.959961
	Iteration 31Q: 3 clusters Score -1598631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1598637.250000 Penalty: 4636.959961
	Iteration 32Q: 3 clusters Score -1598637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1598640.875000 Penalty: 4636.959961
	Iteration 33Q: 3 clusters Score -1598641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1598651.375000 Penalty: 4636.959961
	Iteration 34Q: 3 clusters Score -1598651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1598654.875000 Penalty: 4636.959961
	Iteration 35Q: 3 clusters Score -1598655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1598658.375000 Penalty: 4636.959961
	Iteration 36Q: 3 clusters Score -1598658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1598665.625000 Penalty: 4636.959961
	Iteration 37Q: 3 clusters Score -1598666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1598668.500000 Penalty: 4636.959961
	Iteration 38Q: 3 clusters Score -1598668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1598669.125000 Penalty: 4636.959961
	Iteration 39Q: 3 clusters Score -1598669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1598669.375000 Penalty: 4636.959961
	Iteration 40F: 3 clusters Score -1598669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1598670.250000 Penalty: 4636.959961
	Iteration 41Q: 3 clusters Score -1598670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1598670.250000 Penalty: 4636.959961
	Iteration 42F: 3 clusters Score -1598670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Entering Unmasked Estep 
Score: -1282642.250000 Penalty: 2271.469727
	Iteration 0F: 2 clusters Score -1282642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1275331.750000 Penalty: 4542.939453
	Iteration 0F: 3 clusters Score -1275332 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1277456.875000 Penalty: 4542.939453
	Iteration 1F: 3 clusters Score -1277457 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1277905.000000 Penalty: 4542.939453
	Iteration 2F: 3 clusters Score -1277905 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1278290.375000 Penalty: 4542.939453
	Iteration 3F: 3 clusters Score -1278290 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1278618.500000 Penalty: 4542.939453
	Iteration 4F: 3 clusters Score -1278618 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1278919.875000 Penalty: 4542.939453
	Iteration 5F: 3 clusters Score -1278920 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1279228.500000 Penalty: 4542.939453
	Iteration 6Q: 3 clusters Score -1279228 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1279490.250000 Penalty: 4542.939453
	Iteration 7Q: 3 clusters Score -1279490 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1279684.125000 Penalty: 4542.939453
	Iteration 8Q: 3 clusters Score -1279684 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1279819.500000 Penalty: 4542.939453
	Iteration 9Q: 3 clusters Score -1279820 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1279934.250000 Penalty: 4542.939453
	Iteration 10Q: 3 clusters Score -1279934 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1280018.000000 Penalty: 4542.939453
	Iteration 11Q: 3 clusters Score -1280018 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1280091.375000 Penalty: 4542.939453
	Iteration 12Q: 3 clusters Score -1280091 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1280140.125000 Penalty: 4542.939453
	Iteration 13Q: 3 clusters Score -1280140 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1280173.875000 Penalty: 4542.939453
	Iteration 14Q: 3 clusters Score -1280174 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1280200.625000 Penalty: 4542.939453
	Iteration 15Q: 3 clusters Score -1280201 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1280221.750000 Penalty: 4542.939453
	Iteration 16Q: 3 clusters Score -1280222 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1280243.000000 Penalty: 4542.939453
	Iteration 17Q: 3 clusters Score -1280243 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1280256.750000 Penalty: 4542.939453
	Iteration 18Q: 3 clusters Score -1280257 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1280270.875000 Penalty: 4542.939453
	Iteration 19Q: 3 clusters Score -1280271 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1280282.000000 Penalty: 4542.939453
	Iteration 20F: 3 clusters Score -1280282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1280288.500000 Penalty: 4542.939453
	Iteration 21Q: 3 clusters Score -1280288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1280293.375000 Penalty: 4542.939453
	Iteration 22Q: 3 clusters Score -1280293 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1280300.125000 Penalty: 4542.939453
	Iteration 23Q: 3 clusters Score -1280300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1280303.125000 Penalty: 4542.939453
	Iteration 24Q: 3 clusters Score -1280303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1280304.125000 Penalty: 4542.939453
	Iteration 25Q: 3 clusters Score -1280304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1280307.875000 Penalty: 4542.939453
	Iteration 26Q: 3 clusters Score -1280308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1280311.875000 Penalty: 4542.939453
	Iteration 27Q: 3 clusters Score -1280312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1280311.125000 Penalty: 4542.939453
	Iteration 28Q: 3 clusters Score -1280311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1280312.125000 Penalty: 4542.939453
	Iteration 29Q: 3 clusters Score -1280312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1280309.000000 Penalty: 4542.939453
	Iteration 30Q: 3 clusters Score -1280309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1280311.250000 Penalty: 4542.939453
	Iteration 31Q: 3 clusters Score -1280311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1280310.375000 Penalty: 4542.939453
	Iteration 32Q: 3 clusters Score -1280310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1280315.125000 Penalty: 4542.939453
	Iteration 33Q: 3 clusters Score -1280315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1280316.625000 Penalty: 4542.939453
	Iteration 34Q: 3 clusters Score -1280317 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1280319.500000 Penalty: 4542.939453
	Iteration 35Q: 3 clusters Score -1280320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1280318.625000 Penalty: 4542.939453
	Iteration 36Q: 3 clusters Score -1280319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1280326.250000 Penalty: 4542.939453
	Iteration 37Q: 3 clusters Score -1280326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1280322.375000 Penalty: 4542.939453
	Iteration 38Q: 3 clusters Score -1280322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1280324.500000 Penalty: 4542.939453
	Iteration 39Q: 3 clusters Score -1280324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1280324.000000 Penalty: 4542.939453
	Iteration 40F: 3 clusters Score -1280324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1280329.375000 Penalty: 4542.939453
	Iteration 41Q: 3 clusters Score -1280329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1280330.125000 Penalty: 4542.939453
	Iteration 42Q: 3 clusters Score -1280330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1280333.875000 Penalty: 4542.939453
	Iteration 43Q: 3 clusters Score -1280334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1280335.875000 Penalty: 4542.939453
	Iteration 44Q: 3 clusters Score -1280336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1280335.750000 Penalty: 4542.939453
	Iteration 45Q: 3 clusters Score -1280336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1280336.500000 Penalty: 4542.939453
	Iteration 46Q: 3 clusters Score -1280336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1280335.375000 Penalty: 4542.939453
	Iteration 47Q: 3 clusters Score -1280335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1280337.500000 Penalty: 4542.939453
	Iteration 48Q: 3 clusters Score -1280338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1280340.375000 Penalty: 4542.939453
	Iteration 49Q: 3 clusters Score -1280340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1280343.375000 Penalty: 4542.939453
	Iteration 50Q: 3 clusters Score -1280343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1280345.250000 Penalty: 4542.939453
	Iteration 51Q: 3 clusters Score -1280345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1280347.875000 Penalty: 4542.939453
	Iteration 52Q: 3 clusters Score -1280348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1280348.000000 Penalty: 4542.939453
	Iteration 53Q: 3 clusters Score -1280348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1280349.125000 Penalty: 4542.939453
	Iteration 54Q: 3 clusters Score -1280349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1280350.250000 Penalty: 4542.939453
	Iteration 55Q: 3 clusters Score -1280350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1280350.250000 Penalty: 4542.939453
	Iteration 56Q: 3 clusters Score -1280350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1280354.125000 Penalty: 4542.939453
	Iteration 57Q: 3 clusters Score -1280354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1280353.750000 Penalty: 4542.939453
	Iteration 58Q: 3 clusters Score -1280354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1280360.000000 Penalty: 4542.939453
	Iteration 59Q: 3 clusters Score -1280360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1280359.625000 Penalty: 4542.939453
	Iteration 60F: 3 clusters Score -1280360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1280360.375000 Penalty: 4542.939453
	Iteration 61Q: 3 clusters Score -1280360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1280362.750000 Penalty: 4542.939453
	Iteration 62Q: 3 clusters Score -1280363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1280364.875000 Penalty: 4542.939453
	Iteration 63Q: 3 clusters Score -1280365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1280370.250000 Penalty: 4542.939453
	Iteration 64Q: 3 clusters Score -1280370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1280366.875000 Penalty: 4542.939453
	Iteration 65Q: 3 clusters Score -1280367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1280366.000000 Penalty: 4542.939453
	Iteration 66Q: 3 clusters Score -1280366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1280370.750000 Penalty: 4542.939453
	Iteration 67Q: 3 clusters Score -1280371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1280373.750000 Penalty: 4542.939453
	Iteration 68Q: 3 clusters Score -1280374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1280374.000000 Penalty: 4542.939453
	Iteration 69Q: 3 clusters Score -1280374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1280380.750000 Penalty: 4542.939453
	Iteration 70Q: 3 clusters Score -1280381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1280383.875000 Penalty: 4542.939453
	Iteration 71Q: 3 clusters Score -1280384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1280382.625000 Penalty: 4542.939453
	Iteration 72Q: 3 clusters Score -1280383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1280384.750000 Penalty: 4542.939453
	Iteration 73Q: 3 clusters Score -1280385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
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Entering Unmasked Estep 
Score: -1280389.375000 Penalty: 4542.939453
	Iteration 74Q: 3 clusters Score -1280389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1280390.125000 Penalty: 4542.939453
	Iteration 75Q: 3 clusters Score -1280390 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1280391 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1280392.500000 Penalty: 4542.939453
	Iteration 77Q: 3 clusters Score -1280392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1280397.625000 Penalty: 4542.939453
	Iteration 78Q: 3 clusters Score -1280398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1280398.375000 Penalty: 4542.939453
	Iteration 79Q: 3 clusters Score -1280398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1280402.625000 Penalty: 4542.939453
	Iteration 80F: 3 clusters Score -1280403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1280403.875000 Penalty: 4542.939453
	Iteration 81Q: 3 clusters Score -1280404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1280406.500000 Penalty: 4542.939453
	Iteration 82Q: 3 clusters Score -1280406 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1280410.250000 Penalty: 4542.939453
	Iteration 83Q: 3 clusters Score -1280410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1280411.250000 Penalty: 4542.939453
	Iteration 84Q: 3 clusters Score -1280411 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
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Entering Unmasked Estep 
Score: -1280413.875000 Penalty: 4542.939453
	Iteration 85Q: 3 clusters Score -1280414 nChanged 16
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Mstep: Class 1 contains 4535 members 
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Entering Unmasked Estep 
Score: -1280415.875000 Penalty: 4542.939453
	Iteration 86Q: 3 clusters Score -1280416 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1280418.000000 Penalty: 4542.939453
	Iteration 87Q: 3 clusters Score -1280418 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1280425.250000 Penalty: 4542.939453
	Iteration 88Q: 3 clusters Score -1280425 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
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Entering Unmasked Estep 
Score: -1280426.250000 Penalty: 4542.939453
	Iteration 89Q: 3 clusters Score -1280426 nChanged 15
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Mstep: Class 1 contains 4580 members 
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Entering Unmasked Estep 
Score: -1280430.000000 Penalty: 4542.939453
	Iteration 90Q: 3 clusters Score -1280430 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1280433.000000 Penalty: 4542.939453
	Iteration 91Q: 3 clusters Score -1280433 nChanged 17
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Mstep: Class 1 contains 4601 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1280438 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1280439.750000 Penalty: 4542.939453
	Iteration 93Q: 3 clusters Score -1280440 nChanged 11
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Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1280438 nChanged 7
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Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1280439 nChanged 7
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Mstep: Class 1 contains 4635 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1280440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1280439.750000 Penalty: 4542.939453
	Iteration 97Q: 3 clusters Score -1280440 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1280443.875000 Penalty: 4542.939453
	Iteration 98Q: 3 clusters Score -1280444 nChanged 6
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Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1280443.000000 Penalty: 4542.939453
	Iteration 99Q: 3 clusters Score -1280443 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1280444.500000 Penalty: 4542.939453
	Iteration 100F: 3 clusters Score -1280444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1280447.000000 Penalty: 4542.939453
	Iteration 101Q: 3 clusters Score -1280447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1280448.875000 Penalty: 4542.939453
	Iteration 102Q: 3 clusters Score -1280449 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1280449.500000 Penalty: 4542.939453
	Iteration 103Q: 3 clusters Score -1280450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1280447 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1280447 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1280448 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4700 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1280447 nChanged 3
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Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1280449 nChanged 3
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Mstep: Class 1 contains 4704 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1280449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1280449.750000 Penalty: 4542.939453
	Iteration 110Q: 3 clusters Score -1280450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1280449.750000 Penalty: 4542.939453
	Iteration 111Q: 3 clusters Score -1280450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1280449.625000 Penalty: 4542.939453
	Iteration 112Q: 3 clusters Score -1280450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1280451.625000 Penalty: 4542.939453
	Iteration 113Q: 3 clusters Score -1280452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1280450.875000 Penalty: 4542.939453
	Iteration 114Q: 3 clusters Score -1280451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1280450.875000 Penalty: 4542.939453
	Iteration 115F: 3 clusters Score -1280451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Entering Unmasked Estep 
Score: -1195924.500000 Penalty: 2250.509521
	Iteration 0F: 2 clusters Score -1195924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1189140.750000 Penalty: 4501.019043
	Iteration 0F: 3 clusters Score -1189141 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1191044.250000 Penalty: 4501.019043
	Iteration 1F: 3 clusters Score -1191044 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1191360.625000 Penalty: 4501.019043
	Iteration 2F: 3 clusters Score -1191361 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1191575.625000 Penalty: 4501.019043
	Iteration 3F: 3 clusters Score -1191576 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1191719.375000 Penalty: 4501.019043
	Iteration 4Q: 3 clusters Score -1191719 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1191850.500000 Penalty: 4501.019043
	Iteration 5Q: 3 clusters Score -1191850 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1191986.000000 Penalty: 4501.019043
	Iteration 6Q: 3 clusters Score -1191986 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1192120.125000 Penalty: 4501.019043
	Iteration 7Q: 3 clusters Score -1192120 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1192231.750000 Penalty: 4501.019043
	Iteration 8Q: 3 clusters Score -1192232 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1192331.500000 Penalty: 4501.019043
	Iteration 9Q: 3 clusters Score -1192332 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1192441.500000 Penalty: 4501.019043
	Iteration 10Q: 3 clusters Score -1192442 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1192570.125000 Penalty: 4501.019043
	Iteration 11Q: 3 clusters Score -1192570 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1192705.375000 Penalty: 4501.019043
	Iteration 12Q: 3 clusters Score -1192705 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1192841.625000 Penalty: 4501.019043
	Iteration 13Q: 3 clusters Score -1192842 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1192982.000000 Penalty: 4501.019043
	Iteration 14Q: 3 clusters Score -1192982 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1193116.375000 Penalty: 4501.019043
	Iteration 15Q: 3 clusters Score -1193116 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1193232.250000 Penalty: 4501.019043
	Iteration 16Q: 3 clusters Score -1193232 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1193373.250000 Penalty: 4501.019043
	Iteration 17Q: 3 clusters Score -1193373 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1193513.375000 Penalty: 4501.019043
	Iteration 18Q: 3 clusters Score -1193513 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1193630.125000 Penalty: 4501.019043
	Iteration 19Q: 3 clusters Score -1193630 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1193715.250000 Penalty: 4501.019043
	Iteration 20F: 3 clusters Score -1193715 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1193786.875000 Penalty: 4501.019043
	Iteration 21Q: 3 clusters Score -1193787 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1193845.000000 Penalty: 4501.019043
	Iteration 22Q: 3 clusters Score -1193845 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1193899.250000 Penalty: 4501.019043
	Iteration 23Q: 3 clusters Score -1193899 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1193948.500000 Penalty: 4501.019043
	Iteration 24Q: 3 clusters Score -1193948 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1193997.375000 Penalty: 4501.019043
	Iteration 25Q: 3 clusters Score -1193997 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1194043.000000 Penalty: 4501.019043
	Iteration 26Q: 3 clusters Score -1194043 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1194079.750000 Penalty: 4501.019043
	Iteration 27Q: 3 clusters Score -1194080 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1194105.500000 Penalty: 4501.019043
	Iteration 28Q: 3 clusters Score -1194106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1194116.625000 Penalty: 4501.019043
	Iteration 29Q: 3 clusters Score -1194117 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1194127.875000 Penalty: 4501.019043
	Iteration 30Q: 3 clusters Score -1194128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1194136.875000 Penalty: 4501.019043
	Iteration 31Q: 3 clusters Score -1194137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1194143.750000 Penalty: 4501.019043
	Iteration 32Q: 3 clusters Score -1194144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1194151.125000 Penalty: 4501.019043
	Iteration 33Q: 3 clusters Score -1194151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1194159.375000 Penalty: 4501.019043
	Iteration 34Q: 3 clusters Score -1194159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1194169.375000 Penalty: 4501.019043
	Iteration 35Q: 3 clusters Score -1194169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1194183.625000 Penalty: 4501.019043
	Iteration 36Q: 3 clusters Score -1194184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1194188.250000 Penalty: 4501.019043
	Iteration 37Q: 3 clusters Score -1194188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1194191.625000 Penalty: 4501.019043
	Iteration 38Q: 3 clusters Score -1194192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1194196.750000 Penalty: 4501.019043
	Iteration 39Q: 3 clusters Score -1194197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1194198.750000 Penalty: 4501.019043
	Iteration 40F: 3 clusters Score -1194199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1194200.875000 Penalty: 4501.019043
	Iteration 41Q: 3 clusters Score -1194201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1194205.125000 Penalty: 4501.019043
	Iteration 42Q: 3 clusters Score -1194205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1194210.125000 Penalty: 4501.019043
	Iteration 43Q: 3 clusters Score -1194210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1194216.375000 Penalty: 4501.019043
	Iteration 44Q: 3 clusters Score -1194216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1194215.625000 Penalty: 4501.019043
	Iteration 45Q: 3 clusters Score -1194216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1194214.750000 Penalty: 4501.019043
	Iteration 46Q: 3 clusters Score -1194215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1194218.750000 Penalty: 4501.019043
	Iteration 47Q: 3 clusters Score -1194219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1194220.500000 Penalty: 4501.019043
	Iteration 48Q: 3 clusters Score -1194220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1194221.000000 Penalty: 4501.019043
	Iteration 49Q: 3 clusters Score -1194221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1194221.000000 Penalty: 4501.019043
	Iteration 50F: 3 clusters Score -1194221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Entering Unmasked Estep 
Score: -3388247.000000 Penalty: 2509.232666
	Iteration 0F: 2 clusters Score -3388247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -3371064.750000 Penalty: 5018.465332
	Iteration 0F: 3 clusters Score -3371065 nChanged 11050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3376968.000000 Penalty: 5018.465332
	Iteration 1F: 3 clusters Score -3376968 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -3377554.250000 Penalty: 5018.465332
	Iteration 2F: 3 clusters Score -3377554 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -3378213.750000 Penalty: 5018.465332
	Iteration 3F: 3 clusters Score -3378214 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -3379191.750000 Penalty: 5018.465332
	Iteration 4F: 3 clusters Score -3379192 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -3380669.750000 Penalty: 5018.465332
	Iteration 5F: 3 clusters Score -3380670 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -3382509.750000 Penalty: 5018.465332
	Iteration 6F: 3 clusters Score -3382510 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -3384351.000000 Penalty: 5018.465332
	Iteration 7F: 3 clusters Score -3384351 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -3385885.500000 Penalty: 5018.465332
	Iteration 8F: 3 clusters Score -3385886 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -3386980.500000 Penalty: 5018.465332
	Iteration 9Q: 3 clusters Score -3386980 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -3387605.250000 Penalty: 5018.465332
	Iteration 10Q: 3 clusters Score -3387605 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -3387819.250000 Penalty: 5018.465332
	Iteration 11Q: 3 clusters Score -3387819 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -3387931.000000 Penalty: 5018.465332
	Iteration 12Q: 3 clusters Score -3387931 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -3387978.500000 Penalty: 5018.465332
	Iteration 13Q: 3 clusters Score -3387978 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -3387993.000000 Penalty: 5018.465332
	Iteration 14Q: 3 clusters Score -3387993 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -3388006.250000 Penalty: 5018.465332
	Iteration 15Q: 3 clusters Score -3388006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -3388008.500000 Penalty: 5018.465332
	Iteration 16Q: 3 clusters Score -3388008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -3388016.500000 Penalty: 5018.465332
	Iteration 17Q: 3 clusters Score -3388016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -3388015.500000 Penalty: 5018.465332
	Iteration 18Q: 3 clusters Score -3388016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -3388017.750000 Penalty: 5018.465332
	Iteration 19Q: 3 clusters Score -3388018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -3388019.000000 Penalty: 5018.465332
	Iteration 20F: 3 clusters Score -3388019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -3388022.000000 Penalty: 5018.465332
	Iteration 21Q: 3 clusters Score -3388022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -3388026.750000 Penalty: 5018.465332
	Iteration 22Q: 3 clusters Score -3388027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -3388026.750000 Penalty: 5018.465332
	Iteration 23Q: 3 clusters Score -3388027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -3388030.000000 Penalty: 5018.465332
	Iteration 24Q: 3 clusters Score -3388030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -3388033.000000 Penalty: 5018.465332
	Iteration 25Q: 3 clusters Score -3388033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -3388028.750000 Penalty: 5018.465332
	Iteration 26Q: 3 clusters Score -3388029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -3388022.000000 Penalty: 5018.465332
	Iteration 27Q: 3 clusters Score -3388022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -3388023.500000 Penalty: 5018.465332
	Iteration 28Q: 3 clusters Score -3388024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3388027.000000 Penalty: 5018.465332
	Iteration 29Q: 3 clusters Score -3388027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -3388029.000000 Penalty: 5018.465332
	Iteration 30Q: 3 clusters Score -3388029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -3388025.000000 Penalty: 5018.465332
	Iteration 31Q: 3 clusters Score -3388025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -3388026.750000 Penalty: 5018.465332
	Iteration 32Q: 3 clusters Score -3388027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -3388029.250000 Penalty: 5018.465332
	Iteration 33Q: 3 clusters Score -3388029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -3388031.750000 Penalty: 5018.465332
	Iteration 34Q: 3 clusters Score -3388032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -3388029.000000 Penalty: 5018.465332
	Iteration 35Q: 3 clusters Score -3388029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -3388030.500000 Penalty: 5018.465332
	Iteration 36Q: 3 clusters Score -3388030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -3388030.500000 Penalty: 5018.465332
	Iteration 37Q: 3 clusters Score -3388030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -3388027.000000 Penalty: 5018.465332
	Iteration 38Q: 3 clusters Score -3388027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -3388024.750000 Penalty: 5018.465332
	Iteration 39Q: 3 clusters Score -3388025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -3388028.000000 Penalty: 5018.465332
	Iteration 40F: 3 clusters Score -3388028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Entering Unmasked Estep 
Score: -396704.437500 Penalty: 1985.992188
	Iteration 0F: 2 clusters Score -396704.4 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 1478 members 
Entering Unmasked Estep 
Score: -393426.000000 Penalty: 3971.984375
	Iteration 0F: 3 clusters Score -393426 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -394056.437500 Penalty: 3971.984375
	Iteration 1F: 3 clusters Score -394056.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -394230.750000 Penalty: 3971.984375
	Iteration 2F: 3 clusters Score -394230.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -394309.000000 Penalty: 3971.984375
	Iteration 3Q: 3 clusters Score -394309 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -394358.656250 Penalty: 3971.984375
	Iteration 4Q: 3 clusters Score -394358.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -394399.562500 Penalty: 3971.984375
	Iteration 5Q: 3 clusters Score -394399.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -394425.031250 Penalty: 3971.984375
	Iteration 6Q: 3 clusters Score -394425 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -394454.187500 Penalty: 3971.984375
	Iteration 7Q: 3 clusters Score -394454.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -394487.218750 Penalty: 3971.984375
	Iteration 8Q: 3 clusters Score -394487.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -394527.062500 Penalty: 3971.984375
	Iteration 9Q: 3 clusters Score -394527.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -394558.125000 Penalty: 3971.984375
	Iteration 10Q: 3 clusters Score -394558.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -394574.312500 Penalty: 3971.984375
	Iteration 11Q: 3 clusters Score -394574.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -394602.593750 Penalty: 3971.984375
	Iteration 12Q: 3 clusters Score -394602.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -394642.125000 Penalty: 3971.984375
	Iteration 13Q: 3 clusters Score -394642.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -394679.250000 Penalty: 3971.984375
	Iteration 14Q: 3 clusters Score -394679.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -394708.875000 Penalty: 3971.984375
	Iteration 15Q: 3 clusters Score -394708.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -394744.562500 Penalty: 3971.984375
	Iteration 16Q: 3 clusters Score -394744.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -394768.687500 Penalty: 3971.984375
	Iteration 17Q: 3 clusters Score -394768.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -394784.156250 Penalty: 3971.984375
	Iteration 18Q: 3 clusters Score -394784.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -394798.218750 Penalty: 3971.984375
	Iteration 19Q: 3 clusters Score -394798.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -394807.625000 Penalty: 3971.984375
	Iteration 20F: 3 clusters Score -394807.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -394815.187500 Penalty: 3971.984375
	Iteration 21Q: 3 clusters Score -394815.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -394818.718750 Penalty: 3971.984375
	Iteration 22Q: 3 clusters Score -394818.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -394821.375000 Penalty: 3971.984375
	Iteration 23Q: 3 clusters Score -394821.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -394824.843750 Penalty: 3971.984375
	Iteration 24Q: 3 clusters Score -394824.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -394828.281250 Penalty: 3971.984375
	Iteration 25Q: 3 clusters Score -394828.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -394832.281250 Penalty: 3971.984375
	Iteration 26Q: 3 clusters Score -394832.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -394838.156250 Penalty: 3971.984375
	Iteration 27Q: 3 clusters Score -394838.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -394842.750000 Penalty: 3971.984375
	Iteration 28Q: 3 clusters Score -394842.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -394845.187500 Penalty: 3971.984375
	Iteration 29Q: 3 clusters Score -394845.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -394849.250000 Penalty: 3971.984375
	Iteration 30Q: 3 clusters Score -394849.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -394855.687500 Penalty: 3971.984375
	Iteration 31Q: 3 clusters Score -394855.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -394860.687500 Penalty: 3971.984375
	Iteration 32Q: 3 clusters Score -394860.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -394868.281250 Penalty: 3971.984375
	Iteration 33Q: 3 clusters Score -394868.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -394878.781250 Penalty: 3971.984375
	Iteration 34Q: 3 clusters Score -394878.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -394890.562500 Penalty: 3971.984375
	Iteration 35Q: 3 clusters Score -394890.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -394904.187500 Penalty: 3971.984375
	Iteration 36Q: 3 clusters Score -394904.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -394914.437500 Penalty: 3971.984375
	Iteration 37Q: 3 clusters Score -394914.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -394919.812500 Penalty: 3971.984375
	Iteration 38Q: 3 clusters Score -394919.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -394922.687500 Penalty: 3971.984375
	Iteration 39Q: 3 clusters Score -394922.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -394924.468750 Penalty: 3971.984375
	Iteration 40F: 3 clusters Score -394924.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -394926.500000 Penalty: 3971.984375
	Iteration 41Q: 3 clusters Score -394926.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -394928.343750 Penalty: 3971.984375
	Iteration 42Q: 3 clusters Score -394928.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -394928.718750 Penalty: 3971.984375
	Iteration 43Q: 3 clusters Score -394928.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -394928.718750 Penalty: 3971.984375
	Iteration 44F: 3 clusters Score -394928.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (136601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136601 members 
Entering Unmasked Estep 
Score: -18910440.000000 Penalty: 2932.555176
	Iteration 0F: 2 clusters Score -1.891044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68714 members 
Mstep: Class 2 contains 67887 members 
Entering Unmasked Estep 
Score: -18820888.000000 Penalty: 5865.110352
	Iteration 0F: 3 clusters Score -1.882089e+07 nChanged 64863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74863 members 
Mstep: Class 2 contains 61738 members 
Entering Unmasked Estep 
Score: -18858874.000000 Penalty: 5865.110352
	Iteration 1F: 3 clusters Score -1.885887e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78692 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -18860644.000000 Penalty: 5865.110352
	Iteration 2Q: 3 clusters Score -1.886064e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84420 members 
Mstep: Class 2 contains 52181 members 
Entering Unmasked Estep 
Score: -18863890.000000 Penalty: 5865.110352
	Iteration 3Q: 3 clusters Score -1.886389e+07 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92598 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -18869692.000000 Penalty: 5865.110352
	Iteration 4F: 3 clusters Score -1.886969e+07 nChanged 10876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103014 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -18878422.000000 Penalty: 5865.110352
	Iteration 5F: 3 clusters Score -1.887842e+07 nChanged 11338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114036 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -18888886.000000 Penalty: 5865.110352
	Iteration 6F: 3 clusters Score -1.888889e+07 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123113 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -18897508.000000 Penalty: 5865.110352
	Iteration 7F: 3 clusters Score -1.889751e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129183 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -18902636.000000 Penalty: 5865.110352
	Iteration 8Q: 3 clusters Score -1.890264e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132617 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -18905170.000000 Penalty: 5865.110352
	Iteration 9Q: 3 clusters Score -1.890517e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134410 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -18906496.000000 Penalty: 5865.110352
	Iteration 10Q: 3 clusters Score -1.89065e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135257 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -18907146.000000 Penalty: 5865.110352
	Iteration 11Q: 3 clusters Score -1.890715e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135648 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -18907502.000000 Penalty: 5865.110352
	Iteration 12Q: 3 clusters Score -1.89075e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135833 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -18907702.000000 Penalty: 5865.110352
	Iteration 13Q: 3 clusters Score -1.89077e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135928 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -18907832.000000 Penalty: 5865.110352
	Iteration 14Q: 3 clusters Score -1.890783e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135984 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -18907884.000000 Penalty: 5865.110352
	Iteration 15Q: 3 clusters Score -1.890788e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136030 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -18907908.000000 Penalty: 5865.110352
	Iteration 16Q: 3 clusters Score -1.890791e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136066 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -18907948.000000 Penalty: 5865.110352
	Iteration 17Q: 3 clusters Score -1.890795e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136085 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -18907958.000000 Penalty: 5865.110352
	Iteration 18Q: 3 clusters Score -1.890796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136094 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -18907972.000000 Penalty: 5865.110352
	Iteration 19Q: 3 clusters Score -1.890797e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136101 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -18907986.000000 Penalty: 5865.110352
	Iteration 20F: 3 clusters Score -1.890799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136108 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -18907998.000000 Penalty: 5865.110352
	Iteration 21Q: 3 clusters Score -1.8908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136117 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -18908014.000000 Penalty: 5865.110352
	Iteration 22Q: 3 clusters Score -1.890801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136117 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -18908012.000000 Penalty: 5865.110352
	Iteration 23Q: 3 clusters Score -1.890801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136117 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -18908006.000000 Penalty: 5865.110352
	Iteration 24Q: 3 clusters Score -1.890801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136116 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -18908012.000000 Penalty: 5865.110352
	Iteration 25Q: 3 clusters Score -1.890801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136116 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -18908012.000000 Penalty: 5865.110352
	Iteration 26F: 3 clusters Score -1.890801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (149327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149327 members 
Entering Unmasked Estep 
Score: -20785370.000000 Penalty: 2954.645752
	Iteration 0F: 2 clusters Score -2.078537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74742 members 
Mstep: Class 2 contains 74585 members 
Entering Unmasked Estep 
Score: -20691074.000000 Penalty: 5909.291504
	Iteration 0F: 3 clusters Score -2.069107e+07 nChanged 71244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75872 members 
Mstep: Class 2 contains 73455 members 
Entering Unmasked Estep 
Score: -20732404.000000 Penalty: 5909.291504
	Iteration 1F: 3 clusters Score -2.07324e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76737 members 
Mstep: Class 2 contains 72590 members 
Entering Unmasked Estep 
Score: -20733124.000000 Penalty: 5909.291504
	Iteration 2Q: 3 clusters Score -2.073312e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78047 members 
Mstep: Class 2 contains 71280 members 
Entering Unmasked Estep 
Score: -20733962.000000 Penalty: 5909.291504
	Iteration 3Q: 3 clusters Score -2.073396e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80169 members 
Mstep: Class 2 contains 69158 members 
Entering Unmasked Estep 
Score: -20735066.000000 Penalty: 5909.291504
	Iteration 4Q: 3 clusters Score -2.073507e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83383 members 
Mstep: Class 2 contains 65944 members 
Entering Unmasked Estep 
Score: -20736736.000000 Penalty: 5909.291504
	Iteration 5Q: 3 clusters Score -2.073674e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88231 members 
Mstep: Class 2 contains 61096 members 
Entering Unmasked Estep 
Score: -20739044.000000 Penalty: 5909.291504
	Iteration 6Q: 3 clusters Score -2.073904e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95069 members 
Mstep: Class 2 contains 54258 members 
Entering Unmasked Estep 
Score: -20743482.000000 Penalty: 5909.291504
	Iteration 7F: 3 clusters Score -2.074348e+07 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104134 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -20750110.000000 Penalty: 5909.291504
	Iteration 8F: 3 clusters Score -2.075011e+07 nChanged 11312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114796 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -20759252.000000 Penalty: 5909.291504
	Iteration 9F: 3 clusters Score -2.075925e+07 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125504 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -20768178.000000 Penalty: 5909.291504
	Iteration 10F: 3 clusters Score -2.076818e+07 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134143 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -20775280.000000 Penalty: 5909.291504
	Iteration 11F: 3 clusters Score -2.077528e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139424 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -20779254.000000 Penalty: 5909.291504
	Iteration 12Q: 3 clusters Score -2.077925e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142165 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -20781240.000000 Penalty: 5909.291504
	Iteration 13Q: 3 clusters Score -2.078124e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143590 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -20782416.000000 Penalty: 5909.291504
	Iteration 14Q: 3 clusters Score -2.078242e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144460 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -20782890.000000 Penalty: 5909.291504
	Iteration 15Q: 3 clusters Score -2.078289e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145071 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -20783112.000000 Penalty: 5909.291504
	Iteration 16Q: 3 clusters Score -2.078311e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145524 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -20783252.000000 Penalty: 5909.291504
	Iteration 17Q: 3 clusters Score -2.078325e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145862 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -20783344.000000 Penalty: 5909.291504
	Iteration 18Q: 3 clusters Score -2.078334e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146127 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -20783434.000000 Penalty: 5909.291504
	Iteration 19Q: 3 clusters Score -2.078343e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146342 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -20783496.000000 Penalty: 5909.291504
	Iteration 20F: 3 clusters Score -2.07835e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146524 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -20783522.000000 Penalty: 5909.291504
	Iteration 21Q: 3 clusters Score -2.078352e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146656 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -20783504.000000 Penalty: 5909.291504
	Iteration 22Q: 3 clusters Score -2.07835e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146790 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -20783500.000000 Penalty: 5909.291504
	Iteration 23Q: 3 clusters Score -2.07835e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146901 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -20783508.000000 Penalty: 5909.291504
	Iteration 24Q: 3 clusters Score -2.078351e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146991 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -20783588.000000 Penalty: 5909.291504
	Iteration 25Q: 3 clusters Score -2.078359e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147087 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -20783596.000000 Penalty: 5909.291504
	Iteration 26Q: 3 clusters Score -2.07836e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147164 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -20783584.000000 Penalty: 5909.291504
	Iteration 27Q: 3 clusters Score -2.078358e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147244 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -20783554.000000 Penalty: 5909.291504
	Iteration 28Q: 3 clusters Score -2.078355e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147308 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -20783562.000000 Penalty: 5909.291504
	Iteration 29Q: 3 clusters Score -2.078356e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147366 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -20783560.000000 Penalty: 5909.291504
	Iteration 30Q: 3 clusters Score -2.078356e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147424 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -20783550.000000 Penalty: 5909.291504
	Iteration 31Q: 3 clusters Score -2.078355e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147458 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -20783564.000000 Penalty: 5909.291504
	Iteration 32Q: 3 clusters Score -2.078356e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147492 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -20783598.000000 Penalty: 5909.291504
	Iteration 33Q: 3 clusters Score -2.07836e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147516 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -20783622.000000 Penalty: 5909.291504
	Iteration 34Q: 3 clusters Score -2.078362e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147543 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -20783614.000000 Penalty: 5909.291504
	Iteration 35Q: 3 clusters Score -2.078361e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147554 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -20783608.000000 Penalty: 5909.291504
	Iteration 36Q: 3 clusters Score -2.078361e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147564 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -20783588.000000 Penalty: 5909.291504
	Iteration 37Q: 3 clusters Score -2.078359e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147572 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -20783594.000000 Penalty: 5909.291504
	Iteration 38Q: 3 clusters Score -2.078359e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147582 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -20783600.000000 Penalty: 5909.291504
	Iteration 39Q: 3 clusters Score -2.07836e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147593 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -20783608.000000 Penalty: 5909.291504
	Iteration 40F: 3 clusters Score -2.078361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147602 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -20783620.000000 Penalty: 5909.291504
	Iteration 41Q: 3 clusters Score -2.078362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147608 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -20783610.000000 Penalty: 5909.291504
	Iteration 42Q: 3 clusters Score -2.078361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147618 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -20783614.000000 Penalty: 5909.291504
	Iteration 43Q: 3 clusters Score -2.078361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147625 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -20783620.000000 Penalty: 5909.291504
	Iteration 44Q: 3 clusters Score -2.078362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147635 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -20783608.000000 Penalty: 5909.291504
	Iteration 45Q: 3 clusters Score -2.078361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147646 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -20783600.000000 Penalty: 5909.291504
	Iteration 46Q: 3 clusters Score -2.07836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147649 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -20783596.000000 Penalty: 5909.291504
	Iteration 47Q: 3 clusters Score -2.07836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147651 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -20783582.000000 Penalty: 5909.291504
	Iteration 48Q: 3 clusters Score -2.078358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147655 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -20783588.000000 Penalty: 5909.291504
	Iteration 49Q: 3 clusters Score -2.078359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147658 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -20783582.000000 Penalty: 5909.291504
	Iteration 50Q: 3 clusters Score -2.078358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147662 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -20783588.000000 Penalty: 5909.291504
	Iteration 51Q: 3 clusters Score -2.078359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147667 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -20783596.000000 Penalty: 5909.291504
	Iteration 52Q: 3 clusters Score -2.07836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147672 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -20783606.000000 Penalty: 5909.291504
	Iteration 53Q: 3 clusters Score -2.078361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147679 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -20783586.000000 Penalty: 5909.291504
	Iteration 54Q: 3 clusters Score -2.078359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147681 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -20783596.000000 Penalty: 5909.291504
	Iteration 55Q: 3 clusters Score -2.07836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147683 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -20783598.000000 Penalty: 5909.291504
	Iteration 56Q: 3 clusters Score -2.07836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147685 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -20783600.000000 Penalty: 5909.291504
	Iteration 57Q: 3 clusters Score -2.07836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147687 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -20783604.000000 Penalty: 5909.291504
	Iteration 58Q: 3 clusters Score -2.07836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147689 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -20783598.000000 Penalty: 5909.291504
	Iteration 59Q: 3 clusters Score -2.07836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147695 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -20783596.000000 Penalty: 5909.291504
	Iteration 60F: 3 clusters Score -2.07836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147700 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -20783588.000000 Penalty: 5909.291504
	Iteration 61Q: 3 clusters Score -2.078359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147704 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -20783588.000000 Penalty: 5909.291504
	Iteration 62Q: 3 clusters Score -2.078359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147711 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -20783578.000000 Penalty: 5909.291504
	Iteration 63Q: 3 clusters Score -2.078358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147714 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -20783586.000000 Penalty: 5909.291504
	Iteration 64Q: 3 clusters Score -2.078359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147718 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -20783584.000000 Penalty: 5909.291504
	Iteration 65Q: 3 clusters Score -2.078358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147722 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -20783576.000000 Penalty: 5909.291504
	Iteration 66Q: 3 clusters Score -2.078358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147727 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -20783570.000000 Penalty: 5909.291504
	Iteration 67Q: 3 clusters Score -2.078357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147733 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -20783578.000000 Penalty: 5909.291504
	Iteration 68Q: 3 clusters Score -2.078358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147737 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -20783570.000000 Penalty: 5909.291504
	Iteration 69Q: 3 clusters Score -2.078357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147737 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -20783570.000000 Penalty: 5909.291504
	Iteration 70F: 3 clusters Score -2.078357e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Entering Unmasked Estep 
Score: -4232540.500000 Penalty: 2558.251709
	Iteration 0F: 2 clusters Score -4232540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -4211722.000000 Penalty: 5116.503418
	Iteration 0F: 3 clusters Score -4211722 nChanged 13670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -4219216.500000 Penalty: 5116.503418
	Iteration 1F: 3 clusters Score -4219216 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -4219674.000000 Penalty: 5116.503418
	Iteration 2Q: 3 clusters Score -4219674 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -4220066.500000 Penalty: 5116.503418
	Iteration 3Q: 3 clusters Score -4220066 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -4220417.000000 Penalty: 5116.503418
	Iteration 4Q: 3 clusters Score -4220417 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -4220814.000000 Penalty: 5116.503418
	Iteration 5Q: 3 clusters Score -4220814 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -4221344.000000 Penalty: 5116.503418
	Iteration 6Q: 3 clusters Score -4221344 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -4222115.500000 Penalty: 5116.503418
	Iteration 7Q: 3 clusters Score -4222116 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -4223249.000000 Penalty: 5116.503418
	Iteration 8F: 3 clusters Score -4223249 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -4224846.500000 Penalty: 5116.503418
	Iteration 9F: 3 clusters Score -4224846 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -4226737.500000 Penalty: 5116.503418
	Iteration 10F: 3 clusters Score -4226738 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -4228404.000000 Penalty: 5116.503418
	Iteration 11F: 3 clusters Score -4228404 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4229321.500000 Penalty: 5116.503418
	Iteration 12Q: 3 clusters Score -4229322 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4229752.000000 Penalty: 5116.503418
	Iteration 13Q: 3 clusters Score -4229752 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4229955.500000 Penalty: 5116.503418
	Iteration 14Q: 3 clusters Score -4229956 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4230099.000000 Penalty: 5116.503418
	Iteration 15Q: 3 clusters Score -4230099 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4230168.000000 Penalty: 5116.503418
	Iteration 16Q: 3 clusters Score -4230168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4230214.000000 Penalty: 5116.503418
	Iteration 17Q: 3 clusters Score -4230214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4230234.000000 Penalty: 5116.503418
	Iteration 18Q: 3 clusters Score -4230234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4230249.000000 Penalty: 5116.503418
	Iteration 19Q: 3 clusters Score -4230249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4230261.000000 Penalty: 5116.503418
	Iteration 20F: 3 clusters Score -4230261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4230266.500000 Penalty: 5116.503418
	Iteration 21Q: 3 clusters Score -4230266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4230268.000000 Penalty: 5116.503418
	Iteration 22Q: 3 clusters Score -4230268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4230274.500000 Penalty: 5116.503418
	Iteration 23Q: 3 clusters Score -4230274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4230271.000000 Penalty: 5116.503418
	Iteration 24Q: 3 clusters Score -4230271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4230271.000000 Penalty: 5116.503418
	Iteration 25F: 3 clusters Score -4230271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Entering Unmasked Estep 
Score: -160562.984375 Penalty: 1767.468872
	Iteration 0F: 2 clusters Score -160563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -158467.421875 Penalty: 3534.937744
	Iteration 0F: 3 clusters Score -158467.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -158907.390625 Penalty: 3534.937744
	Iteration 1F: 3 clusters Score -158907.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -159124.328125 Penalty: 3534.937744
	Iteration 2F: 3 clusters Score -159124.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -159345.718750 Penalty: 3534.937744
	Iteration 3F: 3 clusters Score -159345.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -159611.390625 Penalty: 3534.937744
	Iteration 4F: 3 clusters Score -159611.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -159854.531250 Penalty: 3534.937744
	Iteration 5F: 3 clusters Score -159854.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -160122.984375 Penalty: 3534.937744
	Iteration 6F: 3 clusters Score -160123 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -160265.703125 Penalty: 3534.937744
	Iteration 7Q: 3 clusters Score -160265.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -160302.390625 Penalty: 3534.937744
	Iteration 8Q: 3 clusters Score -160302.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -160313.109375 Penalty: 3534.937744
	Iteration 9Q: 3 clusters Score -160313.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -160319.046875 Penalty: 3534.937744
	Iteration 10Q: 3 clusters Score -160319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -160320.953125 Penalty: 3534.937744
	Iteration 11Q: 3 clusters Score -160321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -160323.234375 Penalty: 3534.937744
	Iteration 12Q: 3 clusters Score -160323.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -160324.687500 Penalty: 3534.937744
	Iteration 13Q: 3 clusters Score -160324.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -160324.687500 Penalty: 3534.937744
	Iteration 14F: 3 clusters Score -160324.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Entering Unmasked Estep 
Score: -5073949.500000 Penalty: 2602.654541
	Iteration 0F: 2 clusters Score -5073950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -5049378.500000 Penalty: 5205.309082
	Iteration 0F: 3 clusters Score -5049378 nChanged 16457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -5058495.500000 Penalty: 5205.309082
	Iteration 1F: 3 clusters Score -5058496 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -5059003.500000 Penalty: 5205.309082
	Iteration 2Q: 3 clusters Score -5059004 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -5059573.000000 Penalty: 5205.309082
	Iteration 3Q: 3 clusters Score -5059573 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -5060316.500000 Penalty: 5205.309082
	Iteration 4Q: 3 clusters Score -5060316 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -5061237.000000 Penalty: 5205.309082
	Iteration 5Q: 3 clusters Score -5061237 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -5062334.500000 Penalty: 5205.309082
	Iteration 6F: 3 clusters Score -5062334 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -5063651.500000 Penalty: 5205.309082
	Iteration 7F: 3 clusters Score -5063652 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -5065297.500000 Penalty: 5205.309082
	Iteration 8F: 3 clusters Score -5065298 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -5067132.500000 Penalty: 5205.309082
	Iteration 9F: 3 clusters Score -5067132 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -5068846.500000 Penalty: 5205.309082
	Iteration 10F: 3 clusters Score -5068846 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -5070154.000000 Penalty: 5205.309082
	Iteration 11Q: 3 clusters Score -5070154 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -5070881.000000 Penalty: 5205.309082
	Iteration 12Q: 3 clusters Score -5070881 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -5071247.500000 Penalty: 5205.309082
	Iteration 13Q: 3 clusters Score -5071248 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -5071420.000000 Penalty: 5205.309082
	Iteration 14Q: 3 clusters Score -5071420 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -5071504.500000 Penalty: 5205.309082
	Iteration 15Q: 3 clusters Score -5071504 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -5071560.500000 Penalty: 5205.309082
	Iteration 16Q: 3 clusters Score -5071560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -5071578.000000 Penalty: 5205.309082
	Iteration 17Q: 3 clusters Score -5071578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -5071600.500000 Penalty: 5205.309082
	Iteration 18Q: 3 clusters Score -5071600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -5071611.000000 Penalty: 5205.309082
	Iteration 19Q: 3 clusters Score -5071611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -5071628.000000 Penalty: 5205.309082
	Iteration 20F: 3 clusters Score -5071628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -5071650.000000 Penalty: 5205.309082
	Iteration 21Q: 3 clusters Score -5071650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -5071667.000000 Penalty: 5205.309082
	Iteration 22Q: 3 clusters Score -5071667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -5071679.000000 Penalty: 5205.309082
	Iteration 23Q: 3 clusters Score -5071679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -5071679.500000 Penalty: 5205.309082
	Iteration 24Q: 3 clusters Score -5071680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -5071685.500000 Penalty: 5205.309082
	Iteration 25Q: 3 clusters Score -5071686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -5071695.500000 Penalty: 5205.309082
	Iteration 26Q: 3 clusters Score -5071696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -5071698.500000 Penalty: 5205.309082
	Iteration 27Q: 3 clusters Score -5071698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -5071699.500000 Penalty: 5205.309082
	Iteration 28Q: 3 clusters Score -5071700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -5071699.500000 Penalty: 5205.309082
	Iteration 29F: 3 clusters Score -5071700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Entering Unmasked Estep 
Score: -2444187.750000 Penalty: 2429.342285
	Iteration 0F: 2 clusters Score -2444188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2431487.500000 Penalty: 4858.684570
	Iteration 0F: 3 clusters Score -2431488 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2435689.000000 Penalty: 4858.684570
	Iteration 1F: 3 clusters Score -2435689 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2436232.500000 Penalty: 4858.684570
	Iteration 2F: 3 clusters Score -2436232 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2436868.500000 Penalty: 4858.684570
	Iteration 3F: 3 clusters Score -2436868 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2437681.500000 Penalty: 4858.684570
	Iteration 4F: 3 clusters Score -2437682 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2438709.500000 Penalty: 4858.684570
	Iteration 5F: 3 clusters Score -2438710 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2439735.500000 Penalty: 4858.684570
	Iteration 6F: 3 clusters Score -2439736 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2440520.500000 Penalty: 4858.684570
	Iteration 7F: 3 clusters Score -2440520 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2441083.750000 Penalty: 4858.684570
	Iteration 8F: 3 clusters Score -2441084 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2441569.250000 Penalty: 4858.684570
	Iteration 9Q: 3 clusters Score -2441569 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2441973.750000 Penalty: 4858.684570
	Iteration 10Q: 3 clusters Score -2441974 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2442347.250000 Penalty: 4858.684570
	Iteration 11Q: 3 clusters Score -2442347 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2442675.000000 Penalty: 4858.684570
	Iteration 12Q: 3 clusters Score -2442675 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2442920.250000 Penalty: 4858.684570
	Iteration 13Q: 3 clusters Score -2442920 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2443122.500000 Penalty: 4858.684570
	Iteration 14Q: 3 clusters Score -2443122 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2443284.250000 Penalty: 4858.684570
	Iteration 15Q: 3 clusters Score -2443284 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2443397.750000 Penalty: 4858.684570
	Iteration 16Q: 3 clusters Score -2443398 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2443495.250000 Penalty: 4858.684570
	Iteration 17Q: 3 clusters Score -2443495 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2443570.750000 Penalty: 4858.684570
	Iteration 18Q: 3 clusters Score -2443571 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2443640.500000 Penalty: 4858.684570
	Iteration 19Q: 3 clusters Score -2443640 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2443684.500000 Penalty: 4858.684570
	Iteration 20F: 3 clusters Score -2443684 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2443738.250000 Penalty: 4858.684570
	Iteration 21Q: 3 clusters Score -2443738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2443750.500000 Penalty: 4858.684570
	Iteration 22Q: 3 clusters Score -2443750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2443762.250000 Penalty: 4858.684570
	Iteration 23Q: 3 clusters Score -2443762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2443769.000000 Penalty: 4858.684570
	Iteration 24Q: 3 clusters Score -2443769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2443770.250000 Penalty: 4858.684570
	Iteration 25Q: 3 clusters Score -2443770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2443770.250000 Penalty: 4858.684570
	Iteration 26Q: 3 clusters Score -2443770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2443765.000000 Penalty: 4858.684570
	Iteration 27Q: 3 clusters Score -2443765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2443770.250000 Penalty: 4858.684570
	Iteration 28Q: 3 clusters Score -2443770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2443770.750000 Penalty: 4858.684570
	Iteration 29Q: 3 clusters Score -2443771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2443773.750000 Penalty: 4858.684570
	Iteration 30Q: 3 clusters Score -2443774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2443773.750000 Penalty: 4858.684570
	Iteration 31F: 3 clusters Score -2443774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (46762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Entering Unmasked Estep 
Score: -6526148.500000 Penalty: 2666.700684
	Iteration 0F: 2 clusters Score -6526148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -6494559.500000 Penalty: 5333.401367
	Iteration 0F: 3 clusters Score -6494560 nChanged 21487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -6507013.000000 Penalty: 5333.401367
	Iteration 1F: 3 clusters Score -6507013 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -6507990.500000 Penalty: 5333.401367
	Iteration 2F: 3 clusters Score -6507990 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -6509224.500000 Penalty: 5333.401367
	Iteration 3F: 3 clusters Score -6509224 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -6510814.000000 Penalty: 5333.401367
	Iteration 4F: 3 clusters Score -6510814 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -6512833.000000 Penalty: 5333.401367
	Iteration 5F: 3 clusters Score -6512833 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -6515146.500000 Penalty: 5333.401367
	Iteration 6F: 3 clusters Score -6515146 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -6517529.000000 Penalty: 5333.401367
	Iteration 7F: 3 clusters Score -6517529 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -6519605.500000 Penalty: 5333.401367
	Iteration 8Q: 3 clusters Score -6519606 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -6521037.500000 Penalty: 5333.401367
	Iteration 9Q: 3 clusters Score -6521038 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -6521913.500000 Penalty: 5333.401367
	Iteration 10Q: 3 clusters Score -6521914 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -6522482.500000 Penalty: 5333.401367
	Iteration 11Q: 3 clusters Score -6522482 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6522879.500000 Penalty: 5333.401367
	Iteration 12Q: 3 clusters Score -6522880 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -6523190.000000 Penalty: 5333.401367
	Iteration 13Q: 3 clusters Score -6523190 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -6523386.500000 Penalty: 5333.401367
	Iteration 14Q: 3 clusters Score -6523386 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6523500.500000 Penalty: 5333.401367
	Iteration 15Q: 3 clusters Score -6523500 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6523598.500000 Penalty: 5333.401367
	Iteration 16Q: 3 clusters Score -6523598 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6523652.500000 Penalty: 5333.401367
	Iteration 17Q: 3 clusters Score -6523652 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6523699.000000 Penalty: 5333.401367
	Iteration 18Q: 3 clusters Score -6523699 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -6523732.000000 Penalty: 5333.401367
	Iteration 19Q: 3 clusters Score -6523732 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45897 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6523761.500000 Penalty: 5333.401367
	Iteration 20F: 3 clusters Score -6523762 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6523770.000000 Penalty: 5333.401367
	Iteration 21Q: 3 clusters Score -6523770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6523788.500000 Penalty: 5333.401367
	Iteration 22Q: 3 clusters Score -6523788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6523795.000000 Penalty: 5333.401367
	Iteration 23Q: 3 clusters Score -6523795 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6523807.000000 Penalty: 5333.401367
	Iteration 24Q: 3 clusters Score -6523807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6523832.000000 Penalty: 5333.401367
	Iteration 25Q: 3 clusters Score -6523832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6523849.000000 Penalty: 5333.401367
	Iteration 26Q: 3 clusters Score -6523849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6523860.500000 Penalty: 5333.401367
	Iteration 27Q: 3 clusters Score -6523860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6523867.500000 Penalty: 5333.401367
	Iteration 28Q: 3 clusters Score -6523868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6523879.000000 Penalty: 5333.401367
	Iteration 29Q: 3 clusters Score -6523879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6523883.500000 Penalty: 5333.401367
	Iteration 30Q: 3 clusters Score -6523884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6523896.000000 Penalty: 5333.401367
	Iteration 31Q: 3 clusters Score -6523896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6523900.500000 Penalty: 5333.401367
	Iteration 32Q: 3 clusters Score -6523900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6523910.500000 Penalty: 5333.401367
	Iteration 33Q: 3 clusters Score -6523910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6523909.000000 Penalty: 5333.401367
	Iteration 34Q: 3 clusters Score -6523909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6523915.500000 Penalty: 5333.401367
	Iteration 35Q: 3 clusters Score -6523916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6523921.000000 Penalty: 5333.401367
	Iteration 36Q: 3 clusters Score -6523921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6523933.000000 Penalty: 5333.401367
	Iteration 37Q: 3 clusters Score -6523933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6523932.000000 Penalty: 5333.401367
	Iteration 38Q: 3 clusters Score -6523932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6523924.500000 Penalty: 5333.401367
	Iteration 39Q: 3 clusters Score -6523924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6523923.000000 Penalty: 5333.401367
	Iteration 40F: 3 clusters Score -6523923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6523925.000000 Penalty: 5333.401367
	Iteration 41Q: 3 clusters Score -6523925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6523928.000000 Penalty: 5333.401367
	Iteration 42Q: 3 clusters Score -6523928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6523928.000000 Penalty: 5333.401367
	Iteration 43F: 3 clusters Score -6523928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (134266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134266 members 
Entering Unmasked Estep 
Score: -18697074.000000 Penalty: 2928.279297
	Iteration 0F: 2 clusters Score -1.869707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66941 members 
Mstep: Class 2 contains 67325 members 
Entering Unmasked Estep 
Score: -18609842.000000 Penalty: 5856.558594
	Iteration 0F: 3 clusters Score -1.860984e+07 nChanged 63947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65076 members 
Mstep: Class 2 contains 69190 members 
Entering Unmasked Estep 
Score: -18646736.000000 Penalty: 5856.558594
	Iteration 1F: 3 clusters Score -1.864674e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63755 members 
Mstep: Class 2 contains 70511 members 
Entering Unmasked Estep 
Score: -18647900.000000 Penalty: 5856.558594
	Iteration 2Q: 3 clusters Score -1.86479e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61797 members 
Mstep: Class 2 contains 72469 members 
Entering Unmasked Estep 
Score: -18649624.000000 Penalty: 5856.558594
	Iteration 3Q: 3 clusters Score -1.864962e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 75335 members 
Entering Unmasked Estep 
Score: -18652250.000000 Penalty: 5856.558594
	Iteration 4Q: 3 clusters Score -1.865225e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54724 members 
Mstep: Class 2 contains 79542 members 
Entering Unmasked Estep 
Score: -18656306.000000 Penalty: 5856.558594
	Iteration 5F: 3 clusters Score -1.865631e+07 nChanged 9038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 85278 members 
Entering Unmasked Estep 
Score: -18662662.000000 Penalty: 5856.558594
	Iteration 6F: 3 clusters Score -1.866266e+07 nChanged 10343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 92205 members 
Entering Unmasked Estep 
Score: -18671600.000000 Penalty: 5856.558594
	Iteration 7F: 3 clusters Score -1.86716e+07 nChanged 9855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 98568 members 
Entering Unmasked Estep 
Score: -18680946.000000 Penalty: 5856.558594
	Iteration 8F: 3 clusters Score -1.868095e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 102550 members 
Entering Unmasked Estep 
Score: -18687706.000000 Penalty: 5856.558594
	Iteration 9F: 3 clusters Score -1.868771e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 104657 members 
Entering Unmasked Estep 
Score: -18691330.000000 Penalty: 5856.558594
	Iteration 10Q: 3 clusters Score -1.869133e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 106179 members 
Entering Unmasked Estep 
Score: -18693080.000000 Penalty: 5856.558594
	Iteration 11Q: 3 clusters Score -1.869308e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 107369 members 
Entering Unmasked Estep 
Score: -18694176.000000 Penalty: 5856.558594
	Iteration 12Q: 3 clusters Score -1.869418e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 108391 members 
Entering Unmasked Estep 
Score: -18694864.000000 Penalty: 5856.558594
	Iteration 13Q: 3 clusters Score -1.869486e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 109203 members 
Entering Unmasked Estep 
Score: -18695466.000000 Penalty: 5856.558594
	Iteration 14Q: 3 clusters Score -1.869547e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 109928 members 
Entering Unmasked Estep 
Score: -18695804.000000 Penalty: 5856.558594
	Iteration 15Q: 3 clusters Score -1.86958e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 110548 members 
Entering Unmasked Estep 
Score: -18696116.000000 Penalty: 5856.558594
	Iteration 16Q: 3 clusters Score -1.869612e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 111000 members 
Entering Unmasked Estep 
Score: -18696308.000000 Penalty: 5856.558594
	Iteration 17Q: 3 clusters Score -1.869631e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 111423 members 
Entering Unmasked Estep 
Score: -18696376.000000 Penalty: 5856.558594
	Iteration 18Q: 3 clusters Score -1.869638e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 111788 members 
Entering Unmasked Estep 
Score: -18696456.000000 Penalty: 5856.558594
	Iteration 19Q: 3 clusters Score -1.869646e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 112074 members 
Entering Unmasked Estep 
Score: -18696494.000000 Penalty: 5856.558594
	Iteration 20F: 3 clusters Score -1.869649e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 112324 members 
Entering Unmasked Estep 
Score: -18696536.000000 Penalty: 5856.558594
	Iteration 21Q: 3 clusters Score -1.869654e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 112533 members 
Entering Unmasked Estep 
Score: -18696536.000000 Penalty: 5856.558594
	Iteration 22Q: 3 clusters Score -1.869654e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 112734 members 
Entering Unmasked Estep 
Score: -18696598.000000 Penalty: 5856.558594
	Iteration 23Q: 3 clusters Score -1.86966e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 112938 members 
Entering Unmasked Estep 
Score: -18696598.000000 Penalty: 5856.558594
	Iteration 24Q: 3 clusters Score -1.86966e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 113109 members 
Entering Unmasked Estep 
Score: -18696596.000000 Penalty: 5856.558594
	Iteration 25Q: 3 clusters Score -1.86966e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 113253 members 
Entering Unmasked Estep 
Score: -18696582.000000 Penalty: 5856.558594
	Iteration 26Q: 3 clusters Score -1.869658e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 113386 members 
Entering Unmasked Estep 
Score: -18696570.000000 Penalty: 5856.558594
	Iteration 27Q: 3 clusters Score -1.869657e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 113517 members 
Entering Unmasked Estep 
Score: -18696588.000000 Penalty: 5856.558594
	Iteration 28Q: 3 clusters Score -1.869659e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 113626 members 
Entering Unmasked Estep 
Score: -18696572.000000 Penalty: 5856.558594
	Iteration 29Q: 3 clusters Score -1.869657e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 113729 members 
Entering Unmasked Estep 
Score: -18696570.000000 Penalty: 5856.558594
	Iteration 30Q: 3 clusters Score -1.869657e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 113823 members 
Entering Unmasked Estep 
Score: -18696540.000000 Penalty: 5856.558594
	Iteration 31Q: 3 clusters Score -1.869654e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 113915 members 
Entering Unmasked Estep 
Score: -18696552.000000 Penalty: 5856.558594
	Iteration 32Q: 3 clusters Score -1.869655e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 114011 members 
Entering Unmasked Estep 
Score: -18696570.000000 Penalty: 5856.558594
	Iteration 33Q: 3 clusters Score -1.869657e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 114109 members 
Entering Unmasked Estep 
Score: -18696610.000000 Penalty: 5856.558594
	Iteration 34Q: 3 clusters Score -1.869661e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 114199 members 
Entering Unmasked Estep 
Score: -18696602.000000 Penalty: 5856.558594
	Iteration 35Q: 3 clusters Score -1.86966e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 114294 members 
Entering Unmasked Estep 
Score: -18696606.000000 Penalty: 5856.558594
	Iteration 36Q: 3 clusters Score -1.869661e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 114373 members 
Entering Unmasked Estep 
Score: -18696610.000000 Penalty: 5856.558594
	Iteration 37Q: 3 clusters Score -1.869661e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 114436 members 
Entering Unmasked Estep 
Score: -18696608.000000 Penalty: 5856.558594
	Iteration 38Q: 3 clusters Score -1.869661e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 114498 members 
Entering Unmasked Estep 
Score: -18696614.000000 Penalty: 5856.558594
	Iteration 39Q: 3 clusters Score -1.869661e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 114566 members 
Entering Unmasked Estep 
Score: -18696608.000000 Penalty: 5856.558594
	Iteration 40F: 3 clusters Score -1.869661e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 114633 members 
Entering Unmasked Estep 
Score: -18696588.000000 Penalty: 5856.558594
	Iteration 41Q: 3 clusters Score -1.869659e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 114685 members 
Entering Unmasked Estep 
Score: -18696596.000000 Penalty: 5856.558594
	Iteration 42Q: 3 clusters Score -1.86966e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 114726 members 
Entering Unmasked Estep 
Score: -18696612.000000 Penalty: 5856.558594
	Iteration 43Q: 3 clusters Score -1.869661e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 114764 members 
Entering Unmasked Estep 
Score: -18696606.000000 Penalty: 5856.558594
	Iteration 44Q: 3 clusters Score -1.869661e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 114789 members 
Entering Unmasked Estep 
Score: -18696622.000000 Penalty: 5856.558594
	Iteration 45Q: 3 clusters Score -1.869662e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 114805 members 
Entering Unmasked Estep 
Score: -18696624.000000 Penalty: 5856.558594
	Iteration 46Q: 3 clusters Score -1.869662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 114822 members 
Entering Unmasked Estep 
Score: -18696610.000000 Penalty: 5856.558594
	Iteration 47Q: 3 clusters Score -1.869661e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 114842 members 
Entering Unmasked Estep 
Score: -18696644.000000 Penalty: 5856.558594
	Iteration 48Q: 3 clusters Score -1.869664e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 114864 members 
Entering Unmasked Estep 
Score: -18696626.000000 Penalty: 5856.558594
	Iteration 49Q: 3 clusters Score -1.869663e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 114886 members 
Entering Unmasked Estep 
Score: -18696628.000000 Penalty: 5856.558594
	Iteration 50Q: 3 clusters Score -1.869663e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 114908 members 
Entering Unmasked Estep 
Score: -18696616.000000 Penalty: 5856.558594
	Iteration 51Q: 3 clusters Score -1.869662e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 114932 members 
Entering Unmasked Estep 
Score: -18696626.000000 Penalty: 5856.558594
	Iteration 52Q: 3 clusters Score -1.869663e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 114953 members 
Entering Unmasked Estep 
Score: -18696636.000000 Penalty: 5856.558594
	Iteration 53Q: 3 clusters Score -1.869664e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 114978 members 
Entering Unmasked Estep 
Score: -18696642.000000 Penalty: 5856.558594
	Iteration 54Q: 3 clusters Score -1.869664e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 114996 members 
Entering Unmasked Estep 
Score: -18696650.000000 Penalty: 5856.558594
	Iteration 55Q: 3 clusters Score -1.869665e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 115015 members 
Entering Unmasked Estep 
Score: -18696632.000000 Penalty: 5856.558594
	Iteration 56Q: 3 clusters Score -1.869663e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 115038 members 
Entering Unmasked Estep 
Score: -18696640.000000 Penalty: 5856.558594
	Iteration 57Q: 3 clusters Score -1.869664e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 115061 members 
Entering Unmasked Estep 
Score: -18696624.000000 Penalty: 5856.558594
	Iteration 58Q: 3 clusters Score -1.869662e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 115082 members 
Entering Unmasked Estep 
Score: -18696640.000000 Penalty: 5856.558594
	Iteration 59Q: 3 clusters Score -1.869664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 115092 members 
Entering Unmasked Estep 
Score: -18696652.000000 Penalty: 5856.558594
	Iteration 60F: 3 clusters Score -1.869665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 115101 members 
Entering Unmasked Estep 
Score: -18696644.000000 Penalty: 5856.558594
	Iteration 61Q: 3 clusters Score -1.869664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 115108 members 
Entering Unmasked Estep 
Score: -18696648.000000 Penalty: 5856.558594
	Iteration 62Q: 3 clusters Score -1.869665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 115110 members 
Entering Unmasked Estep 
Score: -18696656.000000 Penalty: 5856.558594
	Iteration 63Q: 3 clusters Score -1.869666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 115110 members 
Entering Unmasked Estep 
Score: -18696656.000000 Penalty: 5856.558594
	Iteration 64F: 3 clusters Score -1.869666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (45666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Entering Unmasked Estep 
Score: -6188793.500000 Penalty: 2660.819336
	Iteration 0F: 2 clusters Score -6188794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -6157868.000000 Penalty: 5321.638672
	Iteration 0F: 3 clusters Score -6157868 nChanged 21076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -6169779.500000 Penalty: 5321.638672
	Iteration 1F: 3 clusters Score -6169780 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -6170641.500000 Penalty: 5321.638672
	Iteration 2Q: 3 clusters Score -6170642 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -6171640.000000 Penalty: 5321.638672
	Iteration 3Q: 3 clusters Score -6171640 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -6173122.000000 Penalty: 5321.638672
	Iteration 4F: 3 clusters Score -6173122 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -6175015.000000 Penalty: 5321.638672
	Iteration 5F: 3 clusters Score -6175015 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -6177410.000000 Penalty: 5321.638672
	Iteration 6F: 3 clusters Score -6177410 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -6180002.500000 Penalty: 5321.638672
	Iteration 7F: 3 clusters Score -6180002 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -6182273.500000 Penalty: 5321.638672
	Iteration 8F: 3 clusters Score -6182274 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -6183940.000000 Penalty: 5321.638672
	Iteration 9Q: 3 clusters Score -6183940 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -6185140.500000 Penalty: 5321.638672
	Iteration 10Q: 3 clusters Score -6185140 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -6185822.000000 Penalty: 5321.638672
	Iteration 11Q: 3 clusters Score -6185822 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -6186131.500000 Penalty: 5321.638672
	Iteration 12Q: 3 clusters Score -6186132 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -6186304.500000 Penalty: 5321.638672
	Iteration 13Q: 3 clusters Score -6186304 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -6186374.500000 Penalty: 5321.638672
	Iteration 14Q: 3 clusters Score -6186374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -6186405.000000 Penalty: 5321.638672
	Iteration 15Q: 3 clusters Score -6186405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -6186416.500000 Penalty: 5321.638672
	Iteration 16Q: 3 clusters Score -6186416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -6186441.500000 Penalty: 5321.638672
	Iteration 17Q: 3 clusters Score -6186442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -6186465.000000 Penalty: 5321.638672
	Iteration 18Q: 3 clusters Score -6186465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -6186479.500000 Penalty: 5321.638672
	Iteration 19Q: 3 clusters Score -6186480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -6186487.500000 Penalty: 5321.638672
	Iteration 20F: 3 clusters Score -6186488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -6186508.000000 Penalty: 5321.638672
	Iteration 21Q: 3 clusters Score -6186508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -6186510.500000 Penalty: 5321.638672
	Iteration 22Q: 3 clusters Score -6186510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -6186517.000000 Penalty: 5321.638672
	Iteration 23Q: 3 clusters Score -6186517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -6186521.000000 Penalty: 5321.638672
	Iteration 24Q: 3 clusters Score -6186521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -6186516.000000 Penalty: 5321.638672
	Iteration 25Q: 3 clusters Score -6186516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -6186516.000000 Penalty: 5321.638672
	Iteration 26F: 3 clusters Score -6186516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -94730.679688 Penalty: 1645.714844
	Iteration 0F: 2 clusters Score -94730.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -93028.992188 Penalty: 3291.429688
	Iteration 0F: 3 clusters Score -93028.99 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -93342.992188 Penalty: 3291.429688
	Iteration 1F: 3 clusters Score -93342.99 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -93531.554688 Penalty: 3291.429688
	Iteration 2F: 3 clusters Score -93531.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -93637.882812 Penalty: 3291.429688
	Iteration 3Q: 3 clusters Score -93637.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -93753.164062 Penalty: 3291.429688
	Iteration 4Q: 3 clusters Score -93753.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -93840.804688 Penalty: 3291.429688
	Iteration 5Q: 3 clusters Score -93840.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -93921.335938 Penalty: 3291.429688
	Iteration 6Q: 3 clusters Score -93921.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -93951.164062 Penalty: 3291.429688
	Iteration 7Q: 3 clusters Score -93951.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -93978.328125 Penalty: 3291.429688
	Iteration 8Q: 3 clusters Score -93978.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -94003.312500 Penalty: 3291.429688
	Iteration 9Q: 3 clusters Score -94003.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -94034.257812 Penalty: 3291.429688
	Iteration 10Q: 3 clusters Score -94034.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -94106.304688 Penalty: 3291.429688
	Iteration 11Q: 3 clusters Score -94106.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -94174.773438 Penalty: 3291.429688
	Iteration 12Q: 3 clusters Score -94174.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -94207.945312 Penalty: 3291.429688
	Iteration 13Q: 3 clusters Score -94207.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -94235.109375 Penalty: 3291.429688
	Iteration 14Q: 3 clusters Score -94235.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -94245.664062 Penalty: 3291.429688
	Iteration 15Q: 3 clusters Score -94245.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -94253.953125 Penalty: 3291.429688
	Iteration 16Q: 3 clusters Score -94253.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -94254.812500 Penalty: 3291.429688
	Iteration 17Q: 3 clusters Score -94254.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -94254.812500 Penalty: 3291.429688
	Iteration 18F: 3 clusters Score -94254.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -106382.140625 Penalty: 1668.699951
	Iteration 0F: 2 clusters Score -106382.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -104583.859375 Penalty: 3337.399902
	Iteration 0F: 3 clusters Score -104583.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -104865.312500 Penalty: 3337.399902
	Iteration 1F: 3 clusters Score -104865.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -105055.156250 Penalty: 3337.399902
	Iteration 2F: 3 clusters Score -105055.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -105192.171875 Penalty: 3337.399902
	Iteration 3F: 3 clusters Score -105192.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -105293.132812 Penalty: 3337.399902
	Iteration 4F: 3 clusters Score -105293.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -105354.671875 Penalty: 3337.399902
	Iteration 5Q: 3 clusters Score -105354.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -105418.945312 Penalty: 3337.399902
	Iteration 6Q: 3 clusters Score -105418.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -105527.648438 Penalty: 3337.399902
	Iteration 7Q: 3 clusters Score -105527.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -105873.710938 Penalty: 3337.399902
	Iteration 8Q: 3 clusters Score -105873.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -106148.593750 Penalty: 3337.399902
	Iteration 9Q: 3 clusters Score -106148.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -106270.101562 Penalty: 3337.399902
	Iteration 10Q: 3 clusters Score -106270.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -106362.687500 Penalty: 3337.399902
	Iteration 11Q: 3 clusters Score -106362.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -106517.531250 Penalty: 3337.399902
	Iteration 12Q: 3 clusters Score -106517.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -106803.031250 Penalty: 3337.399902
	Iteration 13Q: 3 clusters Score -106803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -106914.640625 Penalty: 3337.399902
	Iteration 14Q: 3 clusters Score -106914.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -106965.500000 Penalty: 3337.399902
	Iteration 15Q: 3 clusters Score -106965.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -107003.851562 Penalty: 3337.399902
	Iteration 16Q: 3 clusters Score -107003.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -107023.132812 Penalty: 3337.399902
	Iteration 17Q: 3 clusters Score -107023.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -107026.046875 Penalty: 3337.399902
	Iteration 18Q: 3 clusters Score -107026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -107029.304688 Penalty: 3337.399902
	Iteration 19Q: 3 clusters Score -107029.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -107032.695312 Penalty: 3337.399902
	Iteration 20F: 3 clusters Score -107032.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -107034.710938 Penalty: 3337.399902
	Iteration 21Q: 3 clusters Score -107034.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -107037.757812 Penalty: 3337.399902
	Iteration 22Q: 3 clusters Score -107037.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -107042.039062 Penalty: 3337.399902
	Iteration 23Q: 3 clusters Score -107042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -107042.039062 Penalty: 3337.399902
	Iteration 24F: 3 clusters Score -107042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23377 members 
Mstep: Class 4 contains 14310 members 
Mstep: Class 5 contains 49905 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 200838 members 
Mstep: Class 9 contains 5352 members 
Mstep: Class 10 contains 7625 members 
Mstep: Class 11 contains 7269 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 11484 members 
Mstep: Class 14 contains 9501 members 
Mstep: Class 15 contains 8731 members 
Mstep: Class 16 contains 24782 members 
Mstep: Class 17 contains 3005 members 
Mstep: Class 18 contains 136601 members 
Mstep: Class 19 contains 149327 members 
Mstep: Class 20 contains 30198 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 36119 members 
Mstep: Class 23 contains 17957 members 
Mstep: Class 24 contains 46762 members 
Mstep: Class 25 contains 134266 members 
Mstep: Class 26 contains 45666 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 200 members 
Mstep: Class 29 contains 636 members 
Entering Unmasked Estep 
Score: -142942688.000000 Penalty: 99736.046875
Splitting cluster 28 changes total score from -142943744.000000 to -142942688.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23377 members 
Mstep: Class 4 contains 14310 members 
Mstep: Class 5 contains 49905 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 200838 members 
Mstep: Class 9 contains 5352 members 
Mstep: Class 10 contains 7625 members 
Mstep: Class 11 contains 7269 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 11484 members 
Mstep: Class 14 contains 9501 members 
Mstep: Class 15 contains 8731 members 
Mstep: Class 16 contains 24782 members 
Mstep: Class 17 contains 3005 members 
Mstep: Class 18 contains 136601 members 
Mstep: Class 19 contains 149327 members 
Mstep: Class 20 contains 30198 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 36119 members 
Mstep: Class 23 contains 17957 members 
Mstep: Class 24 contains 46762 members 
Mstep: Class 25 contains 134266 members 
Mstep: Class 26 contains 45666 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943728.000000 Penalty: 96296.875000
Iteration 159Q: 29 clusters Score -1.429437e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23373 members 
Mstep: Class 4 contains 14310 members 
Mstep: Class 5 contains 49904 members 
Mstep: Class 6 contains 4136 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 200859 members 
Mstep: Class 9 contains 5350 members 
Mstep: Class 10 contains 7622 members 
Mstep: Class 11 contains 7277 members 
Mstep: Class 12 contains 5970 members 
Mstep: Class 13 contains 11479 members 
Mstep: Class 14 contains 9492 members 
Mstep: Class 15 contains 8743 members 
Mstep: Class 16 contains 24782 members 
Mstep: Class 17 contains 3004 members 
Mstep: Class 18 contains 136559 members 
Mstep: Class 19 contains 149343 members 
Mstep: Class 20 contains 30207 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 36132 members 
Mstep: Class 23 contains 17952 members 
Mstep: Class 24 contains 46765 members 
Mstep: Class 25 contains 134265 members 
Mstep: Class 26 contains 45656 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943568.000000 Penalty: 96296.875000
Iteration 160F: 29 clusters Score -1.429436e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55794 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23382 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 49901 members 
Mstep: Class 6 contains 4137 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 200878 members 
Mstep: Class 9 contains 5349 members 
Mstep: Class 10 contains 7615 members 
Mstep: Class 11 contains 7285 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 11472 members 
Mstep: Class 14 contains 9483 members 
Mstep: Class 15 contains 8753 members 
Mstep: Class 16 contains 24781 members 
Mstep: Class 17 contains 3003 members 
Mstep: Class 18 contains 136520 members 
Mstep: Class 19 contains 149351 members 
Mstep: Class 20 contains 30210 members 
Mstep: Class 21 contains 1224 members 
Mstep: Class 22 contains 36146 members 
Mstep: Class 23 contains 17953 members 
Mstep: Class 24 contains 46762 members 
Mstep: Class 25 contains 134265 members 
Mstep: Class 26 contains 45652 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943616.000000 Penalty: 96296.875000
Iteration 161Q: 29 clusters Score -1.429436e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23383 members 
Mstep: Class 4 contains 14320 members 
Mstep: Class 5 contains 49901 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 200889 members 
Mstep: Class 9 contains 5350 members 
Mstep: Class 10 contains 7611 members 
Mstep: Class 11 contains 7292 members 
Mstep: Class 12 contains 5968 members 
Mstep: Class 13 contains 11466 members 
Mstep: Class 14 contains 9472 members 
Mstep: Class 15 contains 8763 members 
Mstep: Class 16 contains 24779 members 
Mstep: Class 17 contains 3003 members 
Mstep: Class 18 contains 136484 members 
Mstep: Class 19 contains 149362 members 
Mstep: Class 20 contains 30219 members 
Mstep: Class 21 contains 1209 members 
Mstep: Class 22 contains 36171 members 
Mstep: Class 23 contains 17951 members 
Mstep: Class 24 contains 46759 members 
Mstep: Class 25 contains 134263 members 
Mstep: Class 26 contains 45641 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943600.000000 Penalty: 96296.875000
Iteration 162Q: 29 clusters Score -1.429436e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23382 members 
Mstep: Class 4 contains 14331 members 
Mstep: Class 5 contains 49892 members 
Mstep: Class 6 contains 4140 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 200917 members 
Mstep: Class 9 contains 5350 members 
Mstep: Class 10 contains 7608 members 
Mstep: Class 11 contains 7304 members 
Mstep: Class 12 contains 5967 members 
Mstep: Class 13 contains 11448 members 
Mstep: Class 14 contains 9458 members 
Mstep: Class 15 contains 8763 members 
Mstep: Class 16 contains 24773 members 
Mstep: Class 17 contains 3003 members 
Mstep: Class 18 contains 136476 members 
Mstep: Class 19 contains 149379 members 
Mstep: Class 20 contains 30225 members 
Mstep: Class 21 contains 1184 members 
Mstep: Class 22 contains 36181 members 
Mstep: Class 23 contains 17945 members 
Mstep: Class 24 contains 46753 members 
Mstep: Class 25 contains 134260 members 
Mstep: Class 26 contains 45631 members 
Mstep: Class 27 contains 761 members 
Mstep: Class 28 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943680.000000 Penalty: 96296.875000
Iteration 163Q: 29 clusters Score -1.429437e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55782 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23377 members 
Mstep: Class 4 contains 14332 members 
Mstep: Class 5 contains 49885 members 
Mstep: Class 6 contains 4141 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 200931 members 
Mstep: Class 9 contains 5352 members 
Mstep: Class 10 contains 7605 members 
Mstep: Class 11 contains 7313 members 
Mstep: Class 12 contains 5967 members 
Mstep: Class 13 contains 11438 members 
Mstep: Class 14 contains 9439 members 
Mstep: Class 15 contains 8770 members 
Mstep: Class 16 contains 24771 members 
Mstep: Class 17 contains 3001 members 
Mstep: Class 18 contains 136462 members 
Mstep: Class 19 contains 149391 members 
Mstep: Class 20 contains 30229 members 
Mstep: Class 21 contains 1154 members 
Mstep: Class 22 contains 36186 members 
Mstep: Class 23 contains 17948 members 
Mstep: Class 24 contains 46761 members 
Mstep: Class 25 contains 134267 members 
Mstep: Class 26 contains 45624 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943664.000000 Penalty: 96296.875000
Iteration 164Q: 29 clusters Score -1.429437e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23374 members 
Mstep: Class 4 contains 14342 members 
Mstep: Class 5 contains 49879 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 200940 members 
Mstep: Class 9 contains 5354 members 
Mstep: Class 10 contains 7600 members 
Mstep: Class 11 contains 7315 members 
Mstep: Class 12 contains 5967 members 
Mstep: Class 13 contains 11429 members 
Mstep: Class 14 contains 9426 members 
Mstep: Class 15 contains 8777 members 
Mstep: Class 16 contains 24765 members 
Mstep: Class 17 contains 3001 members 
Mstep: Class 18 contains 136464 members 
Mstep: Class 19 contains 149406 members 
Mstep: Class 20 contains 30238 members 
Mstep: Class 21 contains 1138 members 
Mstep: Class 22 contains 36196 members 
Mstep: Class 23 contains 17950 members 
Mstep: Class 24 contains 46764 members 
Mstep: Class 25 contains 134258 members 
Mstep: Class 26 contains 45615 members 
Mstep: Class 27 contains 761 members 
Mstep: Class 28 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943760.000000 Penalty: 96296.875000
Iteration 165Q: 29 clusters Score -1.429438e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55762 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23375 members 
Mstep: Class 4 contains 14352 members 
Mstep: Class 5 contains 49872 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 200942 members 
Mstep: Class 9 contains 5354 members 
Mstep: Class 10 contains 7594 members 
Mstep: Class 11 contains 7318 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 11420 members 
Mstep: Class 14 contains 9419 members 
Mstep: Class 15 contains 8785 members 
Mstep: Class 16 contains 24761 members 
Mstep: Class 17 contains 3001 members 
Mstep: Class 18 contains 136466 members 
Mstep: Class 19 contains 149421 members 
Mstep: Class 20 contains 30236 members 
Mstep: Class 21 contains 1124 members 
Mstep: Class 22 contains 36201 members 
Mstep: Class 23 contains 17949 members 
Mstep: Class 24 contains 46763 members 
Mstep: Class 25 contains 134258 members 
Mstep: Class 26 contains 45613 members 
Mstep: Class 27 contains 761 members 
Mstep: Class 28 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943776.000000 Penalty: 96296.875000
Iteration 166Q: 29 clusters Score -1.429438e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23368 members 
Mstep: Class 4 contains 14360 members 
Mstep: Class 5 contains 49869 members 
Mstep: Class 6 contains 4144 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 200946 members 
Mstep: Class 9 contains 5354 members 
Mstep: Class 10 contains 7591 members 
Mstep: Class 11 contains 7320 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 11416 members 
Mstep: Class 14 contains 9409 members 
Mstep: Class 15 contains 8796 members 
Mstep: Class 16 contains 24759 members 
Mstep: Class 17 contains 3000 members 
Mstep: Class 18 contains 136470 members 
Mstep: Class 19 contains 149435 members 
Mstep: Class 20 contains 30234 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 36214 members 
Mstep: Class 23 contains 17948 members 
Mstep: Class 24 contains 46761 members 
Mstep: Class 25 contains 134252 members 
Mstep: Class 26 contains 45606 members 
Mstep: Class 27 contains 760 members 
Mstep: Class 28 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943712.000000 Penalty: 96296.875000
Iteration 167Q: 29 clusters Score -1.429437e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55747 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23367 members 
Mstep: Class 4 contains 14365 members 
Mstep: Class 5 contains 49860 members 
Mstep: Class 6 contains 4144 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 200965 members 
Mstep: Class 9 contains 5353 members 
Mstep: Class 10 contains 7591 members 
Mstep: Class 11 contains 7320 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 11410 members 
Mstep: Class 14 contains 9401 members 
Mstep: Class 15 contains 8805 members 
Mstep: Class 16 contains 24756 members 
Mstep: Class 17 contains 2999 members 
Mstep: Class 18 contains 136478 members 
Mstep: Class 19 contains 149422 members 
Mstep: Class 20 contains 30236 members 
Mstep: Class 21 contains 1106 members 
Mstep: Class 22 contains 36226 members 
Mstep: Class 23 contains 17951 members 
Mstep: Class 24 contains 46758 members 
Mstep: Class 25 contains 134252 members 
Mstep: Class 26 contains 45592 members 
Mstep: Class 27 contains 760 members 
Mstep: Class 28 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943632.000000 Penalty: 96296.875000
Iteration 168Q: 29 clusters Score -1.429436e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23373 members 
Mstep: Class 4 contains 14367 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 4144 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 200978 members 
Mstep: Class 9 contains 5352 members 
Mstep: Class 10 contains 7590 members 
Mstep: Class 11 contains 7319 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 11402 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 8812 members 
Mstep: Class 16 contains 24756 members 
Mstep: Class 17 contains 2998 members 
Mstep: Class 18 contains 136471 members 
Mstep: Class 19 contains 149432 members 
Mstep: Class 20 contains 30236 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 36227 members 
Mstep: Class 23 contains 17950 members 
Mstep: Class 24 contains 46757 members 
Mstep: Class 25 contains 134257 members 
Mstep: Class 26 contains 45583 members 
Mstep: Class 27 contains 759 members 
Mstep: Class 28 contains 1003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943840.000000 Penalty: 96296.875000
Iteration 169Q: 29 clusters Score -1.429438e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23371 members 
Mstep: Class 4 contains 14372 members 
Mstep: Class 5 contains 49849 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200985 members 
Mstep: Class 9 contains 5353 members 
Mstep: Class 10 contains 7588 members 
Mstep: Class 11 contains 7315 members 
Mstep: Class 12 contains 5972 members 
Mstep: Class 13 contains 11399 members 
Mstep: Class 14 contains 9387 members 
Mstep: Class 15 contains 8819 members 
Mstep: Class 16 contains 24755 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136467 members 
Mstep: Class 19 contains 149452 members 
Mstep: Class 20 contains 30242 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 36228 members 
Mstep: Class 23 contains 17952 members 
Mstep: Class 24 contains 46754 members 
Mstep: Class 25 contains 134248 members 
Mstep: Class 26 contains 45574 members 
Mstep: Class 27 contains 759 members 
Mstep: Class 28 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943824.000000 Penalty: 96296.875000
Iteration 170Q: 29 clusters Score -1.429438e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55739 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 23372 members 
Mstep: Class 4 contains 14377 members 
Mstep: Class 5 contains 49848 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 8 contains 200973 members 
Mstep: Class 9 contains 5352 members 
Mstep: Class 10 contains 7583 members 
Mstep: Class 11 contains 7316 members 
Mstep: Class 12 contains 5973 members 
Mstep: Class 13 contains 11388 members 
Mstep: Class 14 contains 9385 members 
Mstep: Class 15 contains 8830 members 
Mstep: Class 16 contains 24751 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136469 members 
Mstep: Class 19 contains 149462 members 
Mstep: Class 20 contains 30241 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 36229 members 
Mstep: Class 23 contains 17958 members 
Mstep: Class 24 contains 46749 members 
Mstep: Class 25 contains 134252 members 
Mstep: Class 26 contains 45574 members 
Mstep: Class 27 contains 759 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943824.000000 Penalty: 96296.875000
Iteration 171Q: 29 clusters Score -1.429438e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55747 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 23364 members 
Mstep: Class 4 contains 14377 members 
Mstep: Class 5 contains 49846 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 8 contains 200973 members 
Mstep: Class 9 contains 5350 members 
Mstep: Class 10 contains 7582 members 
Mstep: Class 11 contains 7311 members 
Mstep: Class 12 contains 5972 members 
Mstep: Class 13 contains 11382 members 
Mstep: Class 14 contains 9382 members 
Mstep: Class 15 contains 8840 members 
Mstep: Class 16 contains 24750 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136471 members 
Mstep: Class 19 contains 149463 members 
Mstep: Class 20 contains 30238 members 
Mstep: Class 21 contains 1074 members 
Mstep: Class 22 contains 36233 members 
Mstep: Class 23 contains 17960 members 
Mstep: Class 24 contains 46742 members 
Mstep: Class 25 contains 134259 members 
Mstep: Class 26 contains 45568 members 
Mstep: Class 27 contains 757 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943744.000000 Penalty: 96296.875000
Iteration 172Q: 29 clusters Score -1.429437e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55745 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23362 members 
Mstep: Class 4 contains 14381 members 
Mstep: Class 5 contains 49842 members 
Mstep: Class 6 contains 4144 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 8 contains 200938 members 
Mstep: Class 9 contains 5349 members 
Mstep: Class 10 contains 7578 members 
Mstep: Class 11 contains 7308 members 
Mstep: Class 12 contains 5972 members 
Mstep: Class 13 contains 11375 members 
Mstep: Class 14 contains 9383 members 
Mstep: Class 15 contains 8850 members 
Mstep: Class 16 contains 24749 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136484 members 
Mstep: Class 19 contains 149479 members 
Mstep: Class 20 contains 30241 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 36240 members 
Mstep: Class 23 contains 17964 members 
Mstep: Class 24 contains 46738 members 
Mstep: Class 25 contains 134268 members 
Mstep: Class 26 contains 45563 members 
Mstep: Class 27 contains 756 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943856.000000 Penalty: 96296.875000
Iteration 173Q: 29 clusters Score -1.429439e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 14382 members 
Mstep: Class 5 contains 49835 members 
Mstep: Class 6 contains 4144 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 8 contains 200922 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 7574 members 
Mstep: Class 11 contains 7303 members 
Mstep: Class 12 contains 5974 members 
Mstep: Class 13 contains 11368 members 
Mstep: Class 14 contains 9380 members 
Mstep: Class 15 contains 8853 members 
Mstep: Class 16 contains 24746 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136497 members 
Mstep: Class 19 contains 149488 members 
Mstep: Class 20 contains 30245 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 36245 members 
Mstep: Class 23 contains 17970 members 
Mstep: Class 24 contains 46736 members 
Mstep: Class 25 contains 134285 members 
Mstep: Class 26 contains 45560 members 
Mstep: Class 27 contains 756 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943888.000000 Penalty: 96296.875000
Iteration 174Q: 29 clusters Score -1.429439e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55725 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23359 members 
Mstep: Class 4 contains 14385 members 
Mstep: Class 5 contains 49833 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200912 members 
Mstep: Class 9 contains 5345 members 
Mstep: Class 10 contains 7571 members 
Mstep: Class 11 contains 7303 members 
Mstep: Class 12 contains 5974 members 
Mstep: Class 13 contains 11365 members 
Mstep: Class 14 contains 9374 members 
Mstep: Class 15 contains 8853 members 
Mstep: Class 16 contains 24746 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136501 members 
Mstep: Class 19 contains 149488 members 
Mstep: Class 20 contains 30250 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36244 members 
Mstep: Class 23 contains 17972 members 
Mstep: Class 24 contains 46739 members 
Mstep: Class 25 contains 134308 members 
Mstep: Class 26 contains 45556 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943840.000000 Penalty: 96296.875000
Iteration 175Q: 29 clusters Score -1.429438e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23357 members 
Mstep: Class 4 contains 14387 members 
Mstep: Class 5 contains 49829 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200901 members 
Mstep: Class 9 contains 5349 members 
Mstep: Class 10 contains 7569 members 
Mstep: Class 11 contains 7303 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 11361 members 
Mstep: Class 14 contains 9370 members 
Mstep: Class 15 contains 8856 members 
Mstep: Class 16 contains 24746 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136508 members 
Mstep: Class 19 contains 149498 members 
Mstep: Class 20 contains 30253 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36249 members 
Mstep: Class 23 contains 17975 members 
Mstep: Class 24 contains 46737 members 
Mstep: Class 25 contains 134317 members 
Mstep: Class 26 contains 45550 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943856.000000 Penalty: 96296.875000
Iteration 176Q: 29 clusters Score -1.429439e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23359 members 
Mstep: Class 4 contains 14385 members 
Mstep: Class 5 contains 49826 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200883 members 
Mstep: Class 9 contains 5353 members 
Mstep: Class 10 contains 7566 members 
Mstep: Class 11 contains 7298 members 
Mstep: Class 12 contains 5976 members 
Mstep: Class 13 contains 11359 members 
Mstep: Class 14 contains 9365 members 
Mstep: Class 15 contains 8864 members 
Mstep: Class 16 contains 24746 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136523 members 
Mstep: Class 19 contains 149487 members 
Mstep: Class 20 contains 30255 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36257 members 
Mstep: Class 23 contains 17978 members 
Mstep: Class 24 contains 46740 members 
Mstep: Class 25 contains 134337 members 
Mstep: Class 26 contains 45544 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943808.000000 Penalty: 96296.875000
Iteration 177Q: 29 clusters Score -1.429438e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55698 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 14384 members 
Mstep: Class 5 contains 49822 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200866 members 
Mstep: Class 9 contains 5352 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 5976 members 
Mstep: Class 13 contains 11352 members 
Mstep: Class 14 contains 9359 members 
Mstep: Class 15 contains 8874 members 
Mstep: Class 16 contains 24744 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136533 members 
Mstep: Class 19 contains 149467 members 
Mstep: Class 20 contains 30258 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36263 members 
Mstep: Class 23 contains 17978 members 
Mstep: Class 24 contains 46747 members 
Mstep: Class 25 contains 134363 members 
Mstep: Class 26 contains 45542 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943760.000000 Penalty: 96296.875000
Iteration 178Q: 29 clusters Score -1.429438e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23358 members 
Mstep: Class 4 contains 14382 members 
Mstep: Class 5 contains 49819 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 8 contains 200842 members 
Mstep: Class 9 contains 5352 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 7296 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 11350 members 
Mstep: Class 14 contains 9361 members 
Mstep: Class 15 contains 8883 members 
Mstep: Class 16 contains 24742 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136542 members 
Mstep: Class 19 contains 149457 members 
Mstep: Class 20 contains 30267 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36264 members 
Mstep: Class 23 contains 17979 members 
Mstep: Class 24 contains 46746 members 
Mstep: Class 25 contains 134387 members 
Mstep: Class 26 contains 45537 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943904.000000 Penalty: 96296.875000
Iteration 179Q: 29 clusters Score -1.429439e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23352 members 
Mstep: Class 4 contains 14382 members 
Mstep: Class 5 contains 49816 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 200827 members 
Mstep: Class 9 contains 5352 members 
Mstep: Class 10 contains 7566 members 
Mstep: Class 11 contains 7294 members 
Mstep: Class 12 contains 5976 members 
Mstep: Class 13 contains 11345 members 
Mstep: Class 14 contains 9358 members 
Mstep: Class 15 contains 8894 members 
Mstep: Class 16 contains 24738 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136550 members 
Mstep: Class 19 contains 149455 members 
Mstep: Class 20 contains 30273 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36263 members 
Mstep: Class 23 contains 17983 members 
Mstep: Class 24 contains 46745 members 
Mstep: Class 25 contains 134404 members 
Mstep: Class 26 contains 45536 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943888.000000 Penalty: 96296.875000
Iteration 180F: 29 clusters Score -1.429439e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23349 members 
Mstep: Class 4 contains 14380 members 
Mstep: Class 5 contains 49811 members 
Mstep: Class 6 contains 4149 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 200801 members 
Mstep: Class 9 contains 5352 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 7289 members 
Mstep: Class 12 contains 5976 members 
Mstep: Class 13 contains 11340 members 
Mstep: Class 14 contains 9360 members 
Mstep: Class 15 contains 8898 members 
Mstep: Class 16 contains 24736 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136559 members 
Mstep: Class 19 contains 149460 members 
Mstep: Class 20 contains 30279 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36266 members 
Mstep: Class 23 contains 17986 members 
Mstep: Class 24 contains 46745 members 
Mstep: Class 25 contains 134422 members 
Mstep: Class 26 contains 45534 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943872.000000 Penalty: 96296.875000
Iteration 181Q: 29 clusters Score -1.429439e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23343 members 
Mstep: Class 4 contains 14381 members 
Mstep: Class 5 contains 49808 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 200786 members 
Mstep: Class 9 contains 5350 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7287 members 
Mstep: Class 12 contains 5977 members 
Mstep: Class 13 contains 11337 members 
Mstep: Class 14 contains 9360 members 
Mstep: Class 15 contains 8911 members 
Mstep: Class 16 contains 24734 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136561 members 
Mstep: Class 19 contains 149446 members 
Mstep: Class 20 contains 30286 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36270 members 
Mstep: Class 23 contains 17990 members 
Mstep: Class 24 contains 46749 members 
Mstep: Class 25 contains 134435 members 
Mstep: Class 26 contains 45531 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943632.000000 Penalty: 96296.875000
Iteration 182Q: 29 clusters Score -1.429436e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23339 members 
Mstep: Class 4 contains 14383 members 
Mstep: Class 5 contains 49804 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 200785 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7285 members 
Mstep: Class 12 contains 5977 members 
Mstep: Class 13 contains 11334 members 
Mstep: Class 14 contains 9357 members 
Mstep: Class 15 contains 8920 members 
Mstep: Class 16 contains 24734 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136570 members 
Mstep: Class 19 contains 149432 members 
Mstep: Class 20 contains 30289 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36272 members 
Mstep: Class 23 contains 17992 members 
Mstep: Class 24 contains 46748 members 
Mstep: Class 25 contains 134449 members 
Mstep: Class 26 contains 45531 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943664.000000 Penalty: 96296.875000
Iteration 183Q: 29 clusters Score -1.429437e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55687 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23337 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 49798 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 200778 members 
Mstep: Class 9 contains 5346 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7281 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11333 members 
Mstep: Class 14 contains 9354 members 
Mstep: Class 15 contains 8928 members 
Mstep: Class 16 contains 24733 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136577 members 
Mstep: Class 19 contains 149419 members 
Mstep: Class 20 contains 30294 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36272 members 
Mstep: Class 23 contains 17995 members 
Mstep: Class 24 contains 46745 members 
Mstep: Class 25 contains 134464 members 
Mstep: Class 26 contains 45531 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943568.000000 Penalty: 96296.875000
Iteration 184Q: 29 clusters Score -1.429436e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23336 members 
Mstep: Class 4 contains 14391 members 
Mstep: Class 5 contains 49797 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 200775 members 
Mstep: Class 9 contains 5348 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7276 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11327 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 8933 members 
Mstep: Class 16 contains 24733 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136584 members 
Mstep: Class 19 contains 149414 members 
Mstep: Class 20 contains 30299 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36272 members 
Mstep: Class 23 contains 17995 members 
Mstep: Class 24 contains 46745 members 
Mstep: Class 25 contains 134473 members 
Mstep: Class 26 contains 45525 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943552.000000 Penalty: 96296.875000
Iteration 185Q: 29 clusters Score -1.429436e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23337 members 
Mstep: Class 4 contains 14389 members 
Mstep: Class 5 contains 49796 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 200748 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7276 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11321 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 8937 members 
Mstep: Class 16 contains 24732 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136596 members 
Mstep: Class 19 contains 149425 members 
Mstep: Class 20 contains 30304 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36275 members 
Mstep: Class 23 contains 17995 members 
Mstep: Class 24 contains 46745 members 
Mstep: Class 25 contains 134477 members 
Mstep: Class 26 contains 45523 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943616.000000 Penalty: 96296.875000
Iteration 186Q: 29 clusters Score -1.429436e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23335 members 
Mstep: Class 4 contains 14390 members 
Mstep: Class 5 contains 49795 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 200719 members 
Mstep: Class 9 contains 5346 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7276 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11316 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 8941 members 
Mstep: Class 16 contains 24732 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136615 members 
Mstep: Class 19 contains 149426 members 
Mstep: Class 20 contains 30311 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36278 members 
Mstep: Class 23 contains 17994 members 
Mstep: Class 24 contains 46745 members 
Mstep: Class 25 contains 134487 members 
Mstep: Class 26 contains 45521 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943584.000000 Penalty: 96296.875000
Iteration 187Q: 29 clusters Score -1.429436e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23333 members 
Mstep: Class 4 contains 14390 members 
Mstep: Class 5 contains 49796 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 200703 members 
Mstep: Class 9 contains 5342 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7275 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11316 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 8946 members 
Mstep: Class 16 contains 24732 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136628 members 
Mstep: Class 19 contains 149418 members 
Mstep: Class 20 contains 30317 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36278 members 
Mstep: Class 23 contains 17995 members 
Mstep: Class 24 contains 46744 members 
Mstep: Class 25 contains 134498 members 
Mstep: Class 26 contains 45518 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943616.000000 Penalty: 96296.875000
Iteration 188Q: 29 clusters Score -1.429436e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55680 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23329 members 
Mstep: Class 4 contains 14390 members 
Mstep: Class 5 contains 49796 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 200696 members 
Mstep: Class 9 contains 5342 members 
Mstep: Class 10 contains 7562 members 
Mstep: Class 11 contains 7274 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11313 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 8950 members 
Mstep: Class 16 contains 24732 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136630 members 
Mstep: Class 19 contains 149413 members 
Mstep: Class 20 contains 30322 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36279 members 
Mstep: Class 23 contains 17995 members 
Mstep: Class 24 contains 46746 members 
Mstep: Class 25 contains 134510 members 
Mstep: Class 26 contains 45512 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943456.000000 Penalty: 96296.875000
Iteration 189Q: 29 clusters Score -1.429435e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23327 members 
Mstep: Class 4 contains 14392 members 
Mstep: Class 5 contains 49795 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 200688 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 7562 members 
Mstep: Class 11 contains 7272 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11311 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 8962 members 
Mstep: Class 16 contains 24732 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136636 members 
Mstep: Class 19 contains 149418 members 
Mstep: Class 20 contains 30323 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36282 members 
Mstep: Class 23 contains 17995 members 
Mstep: Class 24 contains 46746 members 
Mstep: Class 25 contains 134506 members 
Mstep: Class 26 contains 45508 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943456.000000 Penalty: 96296.875000
Iteration 190Q: 29 clusters Score -1.429435e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55674 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23327 members 
Mstep: Class 4 contains 14394 members 
Mstep: Class 5 contains 49794 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 200685 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7270 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11304 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 24733 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136637 members 
Mstep: Class 19 contains 149411 members 
Mstep: Class 20 contains 30324 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36282 members 
Mstep: Class 23 contains 17996 members 
Mstep: Class 24 contains 46744 members 
Mstep: Class 25 contains 134526 members 
Mstep: Class 26 contains 45503 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943504.000000 Penalty: 96296.875000
Iteration 191Q: 29 clusters Score -1.429435e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23329 members 
Mstep: Class 4 contains 14397 members 
Mstep: Class 5 contains 49793 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 200680 members 
Mstep: Class 9 contains 5339 members 
Mstep: Class 10 contains 7559 members 
Mstep: Class 11 contains 7270 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11304 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 24731 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136641 members 
Mstep: Class 19 contains 149410 members 
Mstep: Class 20 contains 30323 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36283 members 
Mstep: Class 23 contains 17998 members 
Mstep: Class 24 contains 46738 members 
Mstep: Class 25 contains 134531 members 
Mstep: Class 26 contains 45497 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943552.000000 Penalty: 96296.875000
Iteration 192Q: 29 clusters Score -1.429436e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23329 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 49793 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 200684 members 
Mstep: Class 9 contains 5338 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7268 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11301 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 8975 members 
Mstep: Class 16 contains 24730 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136644 members 
Mstep: Class 19 contains 149392 members 
Mstep: Class 20 contains 30325 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36286 members 
Mstep: Class 23 contains 18000 members 
Mstep: Class 24 contains 46737 members 
Mstep: Class 25 contains 134535 members 
Mstep: Class 26 contains 45496 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943616.000000 Penalty: 96296.875000
Iteration 193Q: 29 clusters Score -1.429436e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23330 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 49794 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 200692 members 
Mstep: Class 9 contains 5338 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7265 members 
Mstep: Class 12 contains 5977 members 
Mstep: Class 13 contains 11300 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 8979 members 
Mstep: Class 16 contains 24728 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136642 members 
Mstep: Class 19 contains 149387 members 
Mstep: Class 20 contains 30327 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36284 members 
Mstep: Class 23 contains 18002 members 
Mstep: Class 24 contains 46734 members 
Mstep: Class 25 contains 134541 members 
Mstep: Class 26 contains 45492 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943712.000000 Penalty: 96296.875000
Iteration 194Q: 29 clusters Score -1.429437e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23329 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49793 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200702 members 
Mstep: Class 9 contains 5338 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7262 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11290 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 8983 members 
Mstep: Class 16 contains 24726 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136636 members 
Mstep: Class 19 contains 149383 members 
Mstep: Class 20 contains 30330 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36284 members 
Mstep: Class 23 contains 18003 members 
Mstep: Class 24 contains 46734 members 
Mstep: Class 25 contains 134548 members 
Mstep: Class 26 contains 45487 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943664.000000 Penalty: 96296.875000
Iteration 195Q: 29 clusters Score -1.429437e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23326 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49793 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200706 members 
Mstep: Class 9 contains 5337 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11281 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 8991 members 
Mstep: Class 16 contains 24724 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136637 members 
Mstep: Class 19 contains 149384 members 
Mstep: Class 20 contains 30330 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36285 members 
Mstep: Class 23 contains 18003 members 
Mstep: Class 24 contains 46735 members 
Mstep: Class 25 contains 134542 members 
Mstep: Class 26 contains 45483 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943696.000000 Penalty: 96296.875000
Iteration 196Q: 29 clusters Score -1.429437e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23326 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49793 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200725 members 
Mstep: Class 9 contains 5334 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11268 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 8997 members 
Mstep: Class 16 contains 24724 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136634 members 
Mstep: Class 19 contains 149382 members 
Mstep: Class 20 contains 30332 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36280 members 
Mstep: Class 23 contains 18003 members 
Mstep: Class 24 contains 46735 members 
Mstep: Class 25 contains 134542 members 
Mstep: Class 26 contains 45481 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943840.000000 Penalty: 96296.875000
Iteration 197Q: 29 clusters Score -1.429438e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23327 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49793 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200723 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11260 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 9003 members 
Mstep: Class 16 contains 24724 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136638 members 
Mstep: Class 19 contains 149379 members 
Mstep: Class 20 contains 30332 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36280 members 
Mstep: Class 23 contains 18003 members 
Mstep: Class 24 contains 46736 members 
Mstep: Class 25 contains 134548 members 
Mstep: Class 26 contains 45480 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943792.000000 Penalty: 96296.875000
Iteration 198Q: 29 clusters Score -1.429438e+08 nChanged 82
Entering ConstructFrom: 
Score: -142943792.000000 Penalty: 96296.875000
Entering ConstructFrom: 
Trying to split cluster 1 (55681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55681 members 
Entering Unmasked Estep 
Score: -7817614.000000 Penalty: 2709.993652
	Iteration 0F: 2 clusters Score -7817614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -7780010.000000 Penalty: 5419.987305
	Iteration 0F: 3 clusters Score -7780010 nChanged 25856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -7794600.000000 Penalty: 5419.987305
	Iteration 1F: 3 clusters Score -7794600 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -7795194.500000 Penalty: 5419.987305
	Iteration 2Q: 3 clusters Score -7795194 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -7795816.000000 Penalty: 5419.987305
	Iteration 3Q: 3 clusters Score -7795816 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -7796528.000000 Penalty: 5419.987305
	Iteration 4Q: 3 clusters Score -7796528 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -7797387.000000 Penalty: 5419.987305
	Iteration 5Q: 3 clusters Score -7797387 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -7798707.000000 Penalty: 5419.987305
	Iteration 6Q: 3 clusters Score -7798707 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -7800779.500000 Penalty: 5419.987305
	Iteration 7F: 3 clusters Score -7800780 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -7803688.500000 Penalty: 5419.987305
	Iteration 8F: 3 clusters Score -7803688 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -7807124.500000 Penalty: 5419.987305
	Iteration 9F: 3 clusters Score -7807124 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -7810009.500000 Penalty: 5419.987305
	Iteration 10F: 3 clusters Score -7810010 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -7811782.500000 Penalty: 5419.987305
	Iteration 11Q: 3 clusters Score -7811782 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -7812738.500000 Penalty: 5419.987305
	Iteration 12Q: 3 clusters Score -7812738 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -7813399.500000 Penalty: 5419.987305
	Iteration 13Q: 3 clusters Score -7813400 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -7813783.000000 Penalty: 5419.987305
	Iteration 14Q: 3 clusters Score -7813783 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49008 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -7814062.000000 Penalty: 5419.987305
	Iteration 15Q: 3 clusters Score -7814062 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -7814302.500000 Penalty: 5419.987305
	Iteration 16Q: 3 clusters Score -7814302 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -7814471.500000 Penalty: 5419.987305
	Iteration 17Q: 3 clusters Score -7814472 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -7814653.000000 Penalty: 5419.987305
	Iteration 18Q: 3 clusters Score -7814653 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50766 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -7814772.000000 Penalty: 5419.987305
	Iteration 19Q: 3 clusters Score -7814772 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51099 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -7814890.000000 Penalty: 5419.987305
	Iteration 20F: 3 clusters Score -7814890 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -7814978.500000 Penalty: 5419.987305
	Iteration 21Q: 3 clusters Score -7814978 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -7815062.000000 Penalty: 5419.987305
	Iteration 22Q: 3 clusters Score -7815062 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51920 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -7815153.500000 Penalty: 5419.987305
	Iteration 23Q: 3 clusters Score -7815154 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -7815241.000000 Penalty: 5419.987305
	Iteration 24Q: 3 clusters Score -7815241 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -7815320.000000 Penalty: 5419.987305
	Iteration 25Q: 3 clusters Score -7815320 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -7815397.500000 Penalty: 5419.987305
	Iteration 26Q: 3 clusters Score -7815398 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -7815452.000000 Penalty: 5419.987305
	Iteration 27Q: 3 clusters Score -7815452 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52944 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -7815496.000000 Penalty: 5419.987305
	Iteration 28Q: 3 clusters Score -7815496 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -7815549.000000 Penalty: 5419.987305
	Iteration 29Q: 3 clusters Score -7815549 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -7815610.500000 Penalty: 5419.987305
	Iteration 30Q: 3 clusters Score -7815610 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -7815611.500000 Penalty: 5419.987305
	Iteration 31Q: 3 clusters Score -7815612 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -7815653.000000 Penalty: 5419.987305
	Iteration 32Q: 3 clusters Score -7815653 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53420 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -7815691.500000 Penalty: 5419.987305
	Iteration 33Q: 3 clusters Score -7815692 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -7815708.500000 Penalty: 5419.987305
	Iteration 34Q: 3 clusters Score -7815708 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -7815722.500000 Penalty: 5419.987305
	Iteration 35Q: 3 clusters Score -7815722 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53640 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -7815755.500000 Penalty: 5419.987305
	Iteration 36Q: 3 clusters Score -7815756 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53697 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -7815774.500000 Penalty: 5419.987305
	Iteration 37Q: 3 clusters Score -7815774 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53748 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -7815797.500000 Penalty: 5419.987305
	Iteration 38Q: 3 clusters Score -7815798 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7815828.000000 Penalty: 5419.987305
	Iteration 39Q: 3 clusters Score -7815828 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -7815841.000000 Penalty: 5419.987305
	Iteration 40F: 3 clusters Score -7815841 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53885 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -7815857.500000 Penalty: 5419.987305
	Iteration 41Q: 3 clusters Score -7815858 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -7815871.000000 Penalty: 5419.987305
	Iteration 42Q: 3 clusters Score -7815871 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -7815892.500000 Penalty: 5419.987305
	Iteration 43Q: 3 clusters Score -7815892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -7815921.500000 Penalty: 5419.987305
	Iteration 44Q: 3 clusters Score -7815922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54058 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -7815935.000000 Penalty: 5419.987305
	Iteration 45Q: 3 clusters Score -7815935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54080 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -7815944.000000 Penalty: 5419.987305
	Iteration 46Q: 3 clusters Score -7815944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -7815932.500000 Penalty: 5419.987305
	Iteration 47Q: 3 clusters Score -7815932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54118 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7815951.500000 Penalty: 5419.987305
	Iteration 48Q: 3 clusters Score -7815952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -7815960.000000 Penalty: 5419.987305
	Iteration 49Q: 3 clusters Score -7815960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54141 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -7815956.000000 Penalty: 5419.987305
	Iteration 50Q: 3 clusters Score -7815956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54147 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7815949.000000 Penalty: 5419.987305
	Iteration 51Q: 3 clusters Score -7815949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -7815966.000000 Penalty: 5419.987305
	Iteration 52Q: 3 clusters Score -7815966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54168 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -7815949.500000 Penalty: 5419.987305
	Iteration 53Q: 3 clusters Score -7815950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54178 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -7815959.000000 Penalty: 5419.987305
	Iteration 54Q: 3 clusters Score -7815959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -7815960.500000 Penalty: 5419.987305
	Iteration 55Q: 3 clusters Score -7815960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54188 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -7815966.000000 Penalty: 5419.987305
	Iteration 56Q: 3 clusters Score -7815966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -7815965.500000 Penalty: 5419.987305
	Iteration 57Q: 3 clusters Score -7815966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -7815958.500000 Penalty: 5419.987305
	Iteration 58Q: 3 clusters Score -7815958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7815958.500000 Penalty: 5419.987305
	Iteration 59Q: 3 clusters Score -7815958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -7815961.000000 Penalty: 5419.987305
	Iteration 60F: 3 clusters Score -7815961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -7815959.500000 Penalty: 5419.987305
	Iteration 61Q: 3 clusters Score -7815960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54199 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -7815960.500000 Penalty: 5419.987305
	Iteration 62Q: 3 clusters Score -7815960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54199 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -7815960.500000 Penalty: 5419.987305
	Iteration 63F: 3 clusters Score -7815960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Entering Unmasked Estep 
Score: -823813.437500 Penalty: 2161.985107
	Iteration 0F: 2 clusters Score -823813.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -818642.062500 Penalty: 4323.970215
	Iteration 0F: 3 clusters Score -818642.1 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -819893.187500 Penalty: 4323.970215
	Iteration 1F: 3 clusters Score -819893.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -820179.375000 Penalty: 4323.970215
	Iteration 2F: 3 clusters Score -820179.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -820409.750000 Penalty: 4323.970215
	Iteration 3F: 3 clusters Score -820409.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -820652.500000 Penalty: 4323.970215
	Iteration 4F: 3 clusters Score -820652.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -820878.125000 Penalty: 4323.970215
	Iteration 5F: 3 clusters Score -820878.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -821087.250000 Penalty: 4323.970215
	Iteration 6Q: 3 clusters Score -821087.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -821289.187500 Penalty: 4323.970215
	Iteration 7Q: 3 clusters Score -821289.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -821479.562500 Penalty: 4323.970215
	Iteration 8Q: 3 clusters Score -821479.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -821666.312500 Penalty: 4323.970215
	Iteration 9Q: 3 clusters Score -821666.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -821808.187500 Penalty: 4323.970215
	Iteration 10Q: 3 clusters Score -821808.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -821926.625000 Penalty: 4323.970215
	Iteration 11Q: 3 clusters Score -821926.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -822049.000000 Penalty: 4323.970215
	Iteration 12Q: 3 clusters Score -822049 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -822185.875000 Penalty: 4323.970215
	Iteration 13Q: 3 clusters Score -822185.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -822330.750000 Penalty: 4323.970215
	Iteration 14Q: 3 clusters Score -822330.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -822487.250000 Penalty: 4323.970215
	Iteration 15Q: 3 clusters Score -822487.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -822669.062500 Penalty: 4323.970215
	Iteration 16Q: 3 clusters Score -822669.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -822942.375000 Penalty: 4323.970215
	Iteration 17Q: 3 clusters Score -822942.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -823334.687500 Penalty: 4323.970215
	Iteration 18Q: 3 clusters Score -823334.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -823876.812500 Penalty: 4323.970215
	Iteration 19Q: 3 clusters Score -823876.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -824304.562500 Penalty: 4323.970215
	Iteration 20F: 3 clusters Score -824304.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -824450.625000 Penalty: 4323.970215
	Iteration 21Q: 3 clusters Score -824450.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -824491.750000 Penalty: 4323.970215
	Iteration 22Q: 3 clusters Score -824491.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -824515.312500 Penalty: 4323.970215
	Iteration 23Q: 3 clusters Score -824515.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -824523.062500 Penalty: 4323.970215
	Iteration 24Q: 3 clusters Score -824523.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -824523.875000 Penalty: 4323.970215
	Iteration 25Q: 3 clusters Score -824523.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -824523.437500 Penalty: 4323.970215
	Iteration 26Q: 3 clusters Score -824523.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -824523.937500 Penalty: 4323.970215
	Iteration 27Q: 3 clusters Score -824523.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -824523.937500 Penalty: 4323.970215
	Iteration 28F: 3 clusters Score -824523.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 4012 members 
Mstep: Class 3 contains 23327 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 49792 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200746 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11249 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 9006 members 
Mstep: Class 16 contains 24724 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136646 members 
Mstep: Class 19 contains 149370 members 
Mstep: Class 20 contains 30330 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36277 members 
Mstep: Class 23 contains 18003 members 
Mstep: Class 24 contains 46736 members 
Mstep: Class 25 contains 134549 members 
Mstep: Class 26 contains 45475 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Mstep: Class 29 contains 2098 members 
Entering Unmasked Estep 
Score: -142942976.000000 Penalty: 99736.046875
Splitting cluster 2 changes total score from -142943792.000000 to -142942976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (23327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Entering Unmasked Estep 
Score: -3035777.750000 Penalty: 2494.226807
	Iteration 0F: 2 clusters Score -3035778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -3019497.500000 Penalty: 4988.453613
	Iteration 0F: 3 clusters Score -3019498 nChanged 10380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -3025137.000000 Penalty: 4988.453613
	Iteration 1F: 3 clusters Score -3025137 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -3025544.500000 Penalty: 4988.453613
	Iteration 2Q: 3 clusters Score -3025544 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -3025950.750000 Penalty: 4988.453613
	Iteration 3Q: 3 clusters Score -3025951 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -3026370.750000 Penalty: 4988.453613
	Iteration 4Q: 3 clusters Score -3026371 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -3026850.000000 Penalty: 4988.453613
	Iteration 5Q: 3 clusters Score -3026850 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -3027399.750000 Penalty: 4988.453613
	Iteration 6Q: 3 clusters Score -3027400 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -3028156.000000 Penalty: 4988.453613
	Iteration 7F: 3 clusters Score -3028156 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -3029106.250000 Penalty: 4988.453613
	Iteration 8F: 3 clusters Score -3029106 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -3030138.250000 Penalty: 4988.453613
	Iteration 9F: 3 clusters Score -3030138 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -3031072.750000 Penalty: 4988.453613
	Iteration 10F: 3 clusters Score -3031073 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3031901.500000 Penalty: 4988.453613
	Iteration 11Q: 3 clusters Score -3031902 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3032618.250000 Penalty: 4988.453613
	Iteration 12Q: 3 clusters Score -3032618 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3033135.000000 Penalty: 4988.453613
	Iteration 13Q: 3 clusters Score -3033135 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3033482.500000 Penalty: 4988.453613
	Iteration 14Q: 3 clusters Score -3033482 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3033724.500000 Penalty: 4988.453613
	Iteration 15Q: 3 clusters Score -3033724 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3033883.000000 Penalty: 4988.453613
	Iteration 16Q: 3 clusters Score -3033883 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3033991.250000 Penalty: 4988.453613
	Iteration 17Q: 3 clusters Score -3033991 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3034066.250000 Penalty: 4988.453613
	Iteration 18Q: 3 clusters Score -3034066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3034099.250000 Penalty: 4988.453613
	Iteration 19Q: 3 clusters Score -3034099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3034149.000000 Penalty: 4988.453613
	Iteration 20F: 3 clusters Score -3034149 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3034194.500000 Penalty: 4988.453613
	Iteration 21Q: 3 clusters Score -3034194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3034226.500000 Penalty: 4988.453613
	Iteration 22Q: 3 clusters Score -3034226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3034264.000000 Penalty: 4988.453613
	Iteration 23Q: 3 clusters Score -3034264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3034290.250000 Penalty: 4988.453613
	Iteration 24Q: 3 clusters Score -3034290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3034311.250000 Penalty: 4988.453613
	Iteration 25Q: 3 clusters Score -3034311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3034316.000000 Penalty: 4988.453613
	Iteration 26Q: 3 clusters Score -3034316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3034327.500000 Penalty: 4988.453613
	Iteration 27Q: 3 clusters Score -3034328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3034335.750000 Penalty: 4988.453613
	Iteration 28Q: 3 clusters Score -3034336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3034332.500000 Penalty: 4988.453613
	Iteration 29Q: 3 clusters Score -3034332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3034338.750000 Penalty: 4988.453613
	Iteration 30Q: 3 clusters Score -3034339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3034342.500000 Penalty: 4988.453613
	Iteration 31Q: 3 clusters Score -3034342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3034342.500000 Penalty: 4988.453613
	Iteration 32Q: 3 clusters Score -3034342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3034346.000000 Penalty: 4988.453613
	Iteration 33Q: 3 clusters Score -3034346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3034346.000000 Penalty: 4988.453613
	Iteration 34F: 3 clusters Score -3034346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Entering Unmasked Estep 
Score: -1967607.125000 Penalty: 2374.578613
	Iteration 0F: 2 clusters Score -1967607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1957135.250000 Penalty: 4749.157227
	Iteration 0F: 3 clusters Score -1957135 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1960405.750000 Penalty: 4749.157227
	Iteration 1F: 3 clusters Score -1960406 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1960866.875000 Penalty: 4749.157227
	Iteration 2F: 3 clusters Score -1960867 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1961299.750000 Penalty: 4749.157227
	Iteration 3F: 3 clusters Score -1961300 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1961833.750000 Penalty: 4749.157227
	Iteration 4F: 3 clusters Score -1961834 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1962384.875000 Penalty: 4749.157227
	Iteration 5F: 3 clusters Score -1962385 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1962843.625000 Penalty: 4749.157227
	Iteration 6F: 3 clusters Score -1962844 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1963214.750000 Penalty: 4749.157227
	Iteration 7Q: 3 clusters Score -1963215 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1963571.000000 Penalty: 4749.157227
	Iteration 8Q: 3 clusters Score -1963571 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1963939.125000 Penalty: 4749.157227
	Iteration 9Q: 3 clusters Score -1963939 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1964245.375000 Penalty: 4749.157227
	Iteration 10Q: 3 clusters Score -1964245 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1964480.500000 Penalty: 4749.157227
	Iteration 11Q: 3 clusters Score -1964480 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1964640.875000 Penalty: 4749.157227
	Iteration 12Q: 3 clusters Score -1964641 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1964756.250000 Penalty: 4749.157227
	Iteration 13Q: 3 clusters Score -1964756 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1964824.875000 Penalty: 4749.157227
	Iteration 14Q: 3 clusters Score -1964825 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1964881.625000 Penalty: 4749.157227
	Iteration 15Q: 3 clusters Score -1964882 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1964916.625000 Penalty: 4749.157227
	Iteration 16Q: 3 clusters Score -1964917 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1964950.250000 Penalty: 4749.157227
	Iteration 17Q: 3 clusters Score -1964950 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1964968.750000 Penalty: 4749.157227
	Iteration 18Q: 3 clusters Score -1964969 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1964989.625000 Penalty: 4749.157227
	Iteration 19Q: 3 clusters Score -1964990 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1965007.625000 Penalty: 4749.157227
	Iteration 20F: 3 clusters Score -1965008 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1965028.125000 Penalty: 4749.157227
	Iteration 21Q: 3 clusters Score -1965028 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1965032.125000 Penalty: 4749.157227
	Iteration 22Q: 3 clusters Score -1965032 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1965057.750000 Penalty: 4749.157227
	Iteration 23Q: 3 clusters Score -1965058 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1965076.125000 Penalty: 4749.157227
	Iteration 24Q: 3 clusters Score -1965076 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1965095.000000 Penalty: 4749.157227
	Iteration 25Q: 3 clusters Score -1965095 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1965113.375000 Penalty: 4749.157227
	Iteration 26Q: 3 clusters Score -1965113 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1965130.375000 Penalty: 4749.157227
	Iteration 27Q: 3 clusters Score -1965130 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1965152.500000 Penalty: 4749.157227
	Iteration 28Q: 3 clusters Score -1965152 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1965164.125000 Penalty: 4749.157227
	Iteration 29Q: 3 clusters Score -1965164 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1965167.750000 Penalty: 4749.157227
	Iteration 30Q: 3 clusters Score -1965168 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1965185.500000 Penalty: 4749.157227
	Iteration 31Q: 3 clusters Score -1965186 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1965198.000000 Penalty: 4749.157227
	Iteration 32Q: 3 clusters Score -1965198 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1965202.125000 Penalty: 4749.157227
	Iteration 33Q: 3 clusters Score -1965202 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1965214.500000 Penalty: 4749.157227
	Iteration 34Q: 3 clusters Score -1965214 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1965223.000000 Penalty: 4749.157227
	Iteration 35Q: 3 clusters Score -1965223 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1965234.875000 Penalty: 4749.157227
	Iteration 36Q: 3 clusters Score -1965235 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1965247.375000 Penalty: 4749.157227
	Iteration 37Q: 3 clusters Score -1965247 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1965252.750000 Penalty: 4749.157227
	Iteration 38Q: 3 clusters Score -1965253 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1965258.625000 Penalty: 4749.157227
	Iteration 39Q: 3 clusters Score -1965259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1965265.625000 Penalty: 4749.157227
	Iteration 40F: 3 clusters Score -1965266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1965265.375000 Penalty: 4749.157227
	Iteration 41Q: 3 clusters Score -1965265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1965266.875000 Penalty: 4749.157227
	Iteration 42Q: 3 clusters Score -1965267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1965267.875000 Penalty: 4749.157227
	Iteration 43Q: 3 clusters Score -1965268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1965272.375000 Penalty: 4749.157227
	Iteration 44Q: 3 clusters Score -1965272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1965279.375000 Penalty: 4749.157227
	Iteration 45Q: 3 clusters Score -1965279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1965284.625000 Penalty: 4749.157227
	Iteration 46Q: 3 clusters Score -1965285 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1965291.000000 Penalty: 4749.157227
	Iteration 47Q: 3 clusters Score -1965291 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1965294.125000 Penalty: 4749.157227
	Iteration 48Q: 3 clusters Score -1965294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1965305.625000 Penalty: 4749.157227
	Iteration 49Q: 3 clusters Score -1965306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1965310.750000 Penalty: 4749.157227
	Iteration 50Q: 3 clusters Score -1965311 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1965324.750000 Penalty: 4749.157227
	Iteration 51Q: 3 clusters Score -1965325 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1965330.500000 Penalty: 4749.157227
	Iteration 52Q: 3 clusters Score -1965330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1965340.250000 Penalty: 4749.157227
	Iteration 53Q: 3 clusters Score -1965340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1965353.125000 Penalty: 4749.157227
	Iteration 54Q: 3 clusters Score -1965353 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1965371.750000 Penalty: 4749.157227
	Iteration 55Q: 3 clusters Score -1965372 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1965385.250000 Penalty: 4749.157227
	Iteration 56Q: 3 clusters Score -1965385 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1965414.500000 Penalty: 4749.157227
	Iteration 57Q: 3 clusters Score -1965414 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1965450.625000 Penalty: 4749.157227
	Iteration 58Q: 3 clusters Score -1965451 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1965479.875000 Penalty: 4749.157227
	Iteration 59Q: 3 clusters Score -1965480 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1965511.500000 Penalty: 4749.157227
	Iteration 60F: 3 clusters Score -1965512 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1965554.500000 Penalty: 4749.157227
	Iteration 61Q: 3 clusters Score -1965554 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1965596.750000 Penalty: 4749.157227
	Iteration 62Q: 3 clusters Score -1965597 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1965627.000000 Penalty: 4749.157227
	Iteration 63Q: 3 clusters Score -1965627 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1965659.375000 Penalty: 4749.157227
	Iteration 64Q: 3 clusters Score -1965659 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1965684.000000 Penalty: 4749.157227
	Iteration 65Q: 3 clusters Score -1965684 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1965706.750000 Penalty: 4749.157227
	Iteration 66Q: 3 clusters Score -1965707 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1965724.250000 Penalty: 4749.157227
	Iteration 67Q: 3 clusters Score -1965724 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1965741.000000 Penalty: 4749.157227
	Iteration 68Q: 3 clusters Score -1965741 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1965764.625000 Penalty: 4749.157227
	Iteration 69Q: 3 clusters Score -1965765 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1965786.875000 Penalty: 4749.157227
	Iteration 70Q: 3 clusters Score -1965787 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1965818.000000 Penalty: 4749.157227
	Iteration 71Q: 3 clusters Score -1965818 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1965848.250000 Penalty: 4749.157227
	Iteration 72Q: 3 clusters Score -1965848 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1965875.750000 Penalty: 4749.157227
	Iteration 73Q: 3 clusters Score -1965876 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1965913.750000 Penalty: 4749.157227
	Iteration 74Q: 3 clusters Score -1965914 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1965944.375000 Penalty: 4749.157227
	Iteration 75Q: 3 clusters Score -1965944 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1965991.125000 Penalty: 4749.157227
	Iteration 76Q: 3 clusters Score -1965991 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1966033.875000 Penalty: 4749.157227
	Iteration 77Q: 3 clusters Score -1966034 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1966085.625000 Penalty: 4749.157227
	Iteration 78Q: 3 clusters Score -1966086 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1966145.375000 Penalty: 4749.157227
	Iteration 79Q: 3 clusters Score -1966145 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1966213.250000 Penalty: 4749.157227
	Iteration 80F: 3 clusters Score -1966213 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1966270.125000 Penalty: 4749.157227
	Iteration 81Q: 3 clusters Score -1966270 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1966327.000000 Penalty: 4749.157227
	Iteration 82Q: 3 clusters Score -1966327 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1966387.875000 Penalty: 4749.157227
	Iteration 83Q: 3 clusters Score -1966388 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1966441.375000 Penalty: 4749.157227
	Iteration 84Q: 3 clusters Score -1966441 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1966488.000000 Penalty: 4749.157227
	Iteration 85Q: 3 clusters Score -1966488 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1966533.625000 Penalty: 4749.157227
	Iteration 86Q: 3 clusters Score -1966534 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1966585.125000 Penalty: 4749.157227
	Iteration 87Q: 3 clusters Score -1966585 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1966614.500000 Penalty: 4749.157227
	Iteration 88Q: 3 clusters Score -1966614 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1966654.125000 Penalty: 4749.157227
	Iteration 89Q: 3 clusters Score -1966654 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1966690.750000 Penalty: 4749.157227
	Iteration 90Q: 3 clusters Score -1966691 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1966721.875000 Penalty: 4749.157227
	Iteration 91Q: 3 clusters Score -1966722 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1966748.375000 Penalty: 4749.157227
	Iteration 92Q: 3 clusters Score -1966748 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1966762.875000 Penalty: 4749.157227
	Iteration 93Q: 3 clusters Score -1966763 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1966778.250000 Penalty: 4749.157227
	Iteration 94Q: 3 clusters Score -1966778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1966790.125000 Penalty: 4749.157227
	Iteration 95Q: 3 clusters Score -1966790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1966794.750000 Penalty: 4749.157227
	Iteration 96Q: 3 clusters Score -1966795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1966797.250000 Penalty: 4749.157227
	Iteration 97Q: 3 clusters Score -1966797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1966800.625000 Penalty: 4749.157227
	Iteration 98Q: 3 clusters Score -1966801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1966803.000000 Penalty: 4749.157227
	Iteration 99Q: 3 clusters Score -1966803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1966800.375000 Penalty: 4749.157227
	Iteration 100F: 3 clusters Score -1966800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1966801.875000 Penalty: 4749.157227
	Iteration 101Q: 3 clusters Score -1966802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1966799.125000 Penalty: 4749.157227
	Iteration 102Q: 3 clusters Score -1966799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1966800.625000 Penalty: 4749.157227
	Iteration 103Q: 3 clusters Score -1966801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1966798.875000 Penalty: 4749.157227
	Iteration 104Q: 3 clusters Score -1966799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1966802.250000 Penalty: 4749.157227
	Iteration 105Q: 3 clusters Score -1966802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1966801.000000 Penalty: 4749.157227
	Iteration 106Q: 3 clusters Score -1966801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1966802.750000 Penalty: 4749.157227
	Iteration 107Q: 3 clusters Score -1966803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1966804.875000 Penalty: 4749.157227
	Iteration 108Q: 3 clusters Score -1966805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1966802.250000 Penalty: 4749.157227
	Iteration 109Q: 3 clusters Score -1966802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1966800.875000 Penalty: 4749.157227
	Iteration 110Q: 3 clusters Score -1966801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1966800.875000 Penalty: 4749.157227
	Iteration 111F: 3 clusters Score -1966801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49792 members 
Entering Unmasked Estep 
Score: -6843560.000000 Penalty: 2682.271240
	Iteration 0F: 2 clusters Score -6843560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -6809988.500000 Penalty: 5364.542480
	Iteration 0F: 3 clusters Score -6809988 nChanged 23075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -6823211.000000 Penalty: 5364.542480
	Iteration 1F: 3 clusters Score -6823211 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -6824100.000000 Penalty: 5364.542480
	Iteration 2Q: 3 clusters Score -6824100 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -6825217.500000 Penalty: 5364.542480
	Iteration 3Q: 3 clusters Score -6825218 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -6826675.000000 Penalty: 5364.542480
	Iteration 4F: 3 clusters Score -6826675 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -6828777.000000 Penalty: 5364.542480
	Iteration 5F: 3 clusters Score -6828777 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -6831713.000000 Penalty: 5364.542480
	Iteration 6F: 3 clusters Score -6831713 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -6834939.000000 Penalty: 5364.542480
	Iteration 7F: 3 clusters Score -6834939 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -6837809.000000 Penalty: 5364.542480
	Iteration 8F: 3 clusters Score -6837809 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -6839609.000000 Penalty: 5364.542480
	Iteration 9Q: 3 clusters Score -6839609 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -6840459.000000 Penalty: 5364.542480
	Iteration 10Q: 3 clusters Score -6840459 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -6840843.500000 Penalty: 5364.542480
	Iteration 11Q: 3 clusters Score -6840844 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 49220 members 
Entering Unmasked Estep 
Score: -6841018.000000 Penalty: 5364.542480
	Iteration 12Q: 3 clusters Score -6841018 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
Score: -6841104.000000 Penalty: 5364.542480
	Iteration 13Q: 3 clusters Score -6841104 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -6841153.000000 Penalty: 5364.542480
	Iteration 14Q: 3 clusters Score -6841153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 49383 members 
Entering Unmasked Estep 
Score: -6841193.500000 Penalty: 5364.542480
	Iteration 15Q: 3 clusters Score -6841194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 49409 members 
Entering Unmasked Estep 
Score: -6841215.000000 Penalty: 5364.542480
	Iteration 16Q: 3 clusters Score -6841215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -6841230.000000 Penalty: 5364.542480
	Iteration 17Q: 3 clusters Score -6841230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -6841236.500000 Penalty: 5364.542480
	Iteration 18Q: 3 clusters Score -6841236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 49443 members 
Entering Unmasked Estep 
Score: -6841238.500000 Penalty: 5364.542480
	Iteration 19Q: 3 clusters Score -6841238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 49448 members 
Entering Unmasked Estep 
Score: -6841258.500000 Penalty: 5364.542480
	Iteration 20F: 3 clusters Score -6841258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -6841261.000000 Penalty: 5364.542480
	Iteration 21Q: 3 clusters Score -6841261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -6841261.000000 Penalty: 5364.542480
	Iteration 22F: 3 clusters Score -6841261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Entering Unmasked Estep 
Score: -559093.937500 Penalty: 2065.874756
	Iteration 0F: 2 clusters Score -559093.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -555100.937500 Penalty: 4131.749512
	Iteration 0F: 3 clusters Score -555100.9 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -556033.937500 Penalty: 4131.749512
	Iteration 1F: 3 clusters Score -556033.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -556297.625000 Penalty: 4131.749512
	Iteration 2F: 3 clusters Score -556297.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -556539.187500 Penalty: 4131.749512
	Iteration 3F: 3 clusters Score -556539.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -556787.437500 Penalty: 4131.749512
	Iteration 4F: 3 clusters Score -556787.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -557047.375000 Penalty: 4131.749512
	Iteration 5F: 3 clusters Score -557047.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -557384.250000 Penalty: 4131.749512
	Iteration 6F: 3 clusters Score -557384.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -557783.875000 Penalty: 4131.749512
	Iteration 7F: 3 clusters Score -557783.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -558253.312500 Penalty: 4131.749512
	Iteration 8F: 3 clusters Score -558253.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -558527.812500 Penalty: 4131.749512
	Iteration 9F: 3 clusters Score -558527.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -558709.125000 Penalty: 4131.749512
	Iteration 10Q: 3 clusters Score -558709.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -558829.125000 Penalty: 4131.749512
	Iteration 11Q: 3 clusters Score -558829.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -558907.250000 Penalty: 4131.749512
	Iteration 12Q: 3 clusters Score -558907.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -558940.312500 Penalty: 4131.749512
	Iteration 13Q: 3 clusters Score -558940.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -558963.875000 Penalty: 4131.749512
	Iteration 14Q: 3 clusters Score -558963.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -558973.062500 Penalty: 4131.749512
	Iteration 15Q: 3 clusters Score -558973.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -558979.625000 Penalty: 4131.749512
	Iteration 16Q: 3 clusters Score -558979.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -558983.625000 Penalty: 4131.749512
	Iteration 17Q: 3 clusters Score -558983.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -558986.875000 Penalty: 4131.749512
	Iteration 18Q: 3 clusters Score -558986.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -558989.125000 Penalty: 4131.749512
	Iteration 19Q: 3 clusters Score -558989.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -558989.062500 Penalty: 4131.749512
	Iteration 20F: 3 clusters Score -558989.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -558990.750000 Penalty: 4131.749512
	Iteration 21Q: 3 clusters Score -558990.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -558991.000000 Penalty: 4131.749512
	Iteration 22Q: 3 clusters Score -558991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -558991.750000 Penalty: 4131.749512
	Iteration 23Q: 3 clusters Score -558991.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -558991.750000 Penalty: 4131.749512
	Iteration 24F: 3 clusters Score -558991.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Entering Unmasked Estep 
Score: -2119308.750000 Penalty: 2394.000977
	Iteration 0F: 2 clusters Score -2119309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2107993.500000 Penalty: 4788.001953
	Iteration 0F: 3 clusters Score -2107994 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2111688.250000 Penalty: 4788.001953
	Iteration 1F: 3 clusters Score -2111688 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2112033.250000 Penalty: 4788.001953
	Iteration 2F: 3 clusters Score -2112033 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2112259.000000 Penalty: 4788.001953
	Iteration 3Q: 3 clusters Score -2112259 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2112452.250000 Penalty: 4788.001953
	Iteration 4Q: 3 clusters Score -2112452 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2112620.000000 Penalty: 4788.001953
	Iteration 5Q: 3 clusters Score -2112620 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2112809.750000 Penalty: 4788.001953
	Iteration 6Q: 3 clusters Score -2112810 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2113039.250000 Penalty: 4788.001953
	Iteration 7Q: 3 clusters Score -2113039 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2113329.000000 Penalty: 4788.001953
	Iteration 8Q: 3 clusters Score -2113329 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2113686.000000 Penalty: 4788.001953
	Iteration 9Q: 3 clusters Score -2113686 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2114177.500000 Penalty: 4788.001953
	Iteration 10Q: 3 clusters Score -2114178 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2114729.500000 Penalty: 4788.001953
	Iteration 11Q: 3 clusters Score -2114730 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2115292.000000 Penalty: 4788.001953
	Iteration 12Q: 3 clusters Score -2115292 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2115808.750000 Penalty: 4788.001953
	Iteration 13Q: 3 clusters Score -2115809 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2116257.250000 Penalty: 4788.001953
	Iteration 14Q: 3 clusters Score -2116257 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2116635.250000 Penalty: 4788.001953
	Iteration 15Q: 3 clusters Score -2116635 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2116941.500000 Penalty: 4788.001953
	Iteration 16Q: 3 clusters Score -2116942 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2117152.000000 Penalty: 4788.001953
	Iteration 17Q: 3 clusters Score -2117152 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2117305.750000 Penalty: 4788.001953
	Iteration 18Q: 3 clusters Score -2117306 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2117424.500000 Penalty: 4788.001953
	Iteration 19Q: 3 clusters Score -2117424 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2117513.500000 Penalty: 4788.001953
	Iteration 20F: 3 clusters Score -2117514 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2117560.500000 Penalty: 4788.001953
	Iteration 21Q: 3 clusters Score -2117560 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2117600.750000 Penalty: 4788.001953
	Iteration 22Q: 3 clusters Score -2117601 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2117635.750000 Penalty: 4788.001953
	Iteration 23Q: 3 clusters Score -2117636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2117664.500000 Penalty: 4788.001953
	Iteration 24Q: 3 clusters Score -2117664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2117684.000000 Penalty: 4788.001953
	Iteration 25Q: 3 clusters Score -2117684 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2117709.250000 Penalty: 4788.001953
	Iteration 26Q: 3 clusters Score -2117709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2117720.500000 Penalty: 4788.001953
	Iteration 27Q: 3 clusters Score -2117720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2117732.500000 Penalty: 4788.001953
	Iteration 28Q: 3 clusters Score -2117732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2117741.000000 Penalty: 4788.001953
	Iteration 29Q: 3 clusters Score -2117741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2117745.750000 Penalty: 4788.001953
	Iteration 30Q: 3 clusters Score -2117746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2117747.000000 Penalty: 4788.001953
	Iteration 31Q: 3 clusters Score -2117747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2117746.750000 Penalty: 4788.001953
	Iteration 32Q: 3 clusters Score -2117747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2117747.000000 Penalty: 4788.001953
	Iteration 33Q: 3 clusters Score -2117747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2117744.750000 Penalty: 4788.001953
	Iteration 34Q: 3 clusters Score -2117745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2117746.500000 Penalty: 4788.001953
	Iteration 35Q: 3 clusters Score -2117746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2117747.250000 Penalty: 4788.001953
	Iteration 36Q: 3 clusters Score -2117747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2117749.500000 Penalty: 4788.001953
	Iteration 37Q: 3 clusters Score -2117750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2117749.500000 Penalty: 4788.001953
	Iteration 38F: 3 clusters Score -2117750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (200746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200746 members 
Entering Unmasked Estep 
Score: -27911426.000000 Penalty: 3028.029297
	Iteration 0F: 2 clusters Score -2.791143e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100211 members 
Mstep: Class 2 contains 100535 members 
Entering Unmasked Estep 
Score: -27786258.000000 Penalty: 6056.058594
	Iteration 0F: 3 clusters Score -2.778626e+07 nChanged 96693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98006 members 
Mstep: Class 2 contains 102740 members 
Entering Unmasked Estep 
Score: -27843186.000000 Penalty: 6056.058594
	Iteration 1F: 3 clusters Score -2.784319e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96372 members 
Mstep: Class 2 contains 104374 members 
Entering Unmasked Estep 
Score: -27844430.000000 Penalty: 6056.058594
	Iteration 2Q: 3 clusters Score -2.784443e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93837 members 
Mstep: Class 2 contains 106909 members 
Entering Unmasked Estep 
Score: -27845956.000000 Penalty: 6056.058594
	Iteration 3Q: 3 clusters Score -2.784596e+07 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90113 members 
Mstep: Class 2 contains 110633 members 
Entering Unmasked Estep 
Score: -27848562.000000 Penalty: 6056.058594
	Iteration 4Q: 3 clusters Score -2.784856e+07 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84430 members 
Mstep: Class 2 contains 116316 members 
Entering Unmasked Estep 
Score: -27852180.000000 Penalty: 6056.058594
	Iteration 5Q: 3 clusters Score -2.785218e+07 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76592 members 
Mstep: Class 2 contains 124154 members 
Entering Unmasked Estep 
Score: -27857602.000000 Penalty: 6056.058594
	Iteration 6F: 3 clusters Score -2.78576e+07 nChanged 13031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66027 members 
Mstep: Class 2 contains 134719 members 
Entering Unmasked Estep 
Score: -27865450.000000 Penalty: 6056.058594
	Iteration 7F: 3 clusters Score -2.786545e+07 nChanged 14611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53458 members 
Mstep: Class 2 contains 147288 members 
Entering Unmasked Estep 
Score: -27874816.000000 Penalty: 6056.058594
	Iteration 8F: 3 clusters Score -2.787482e+07 nChanged 14319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 159911 members 
Entering Unmasked Estep 
Score: -27884728.000000 Penalty: 6056.058594
	Iteration 9F: 3 clusters Score -2.788473e+07 nChanged 11689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 170378 members 
Entering Unmasked Estep 
Score: -27893372.000000 Penalty: 6056.058594
	Iteration 10F: 3 clusters Score -2.789337e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 177751 members 
Entering Unmasked Estep 
Score: -27899292.000000 Penalty: 6056.058594
	Iteration 11Q: 3 clusters Score -2.789929e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 182494 members 
Entering Unmasked Estep 
Score: -27903094.000000 Penalty: 6056.058594
	Iteration 12Q: 3 clusters Score -2.790309e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 185706 members 
Entering Unmasked Estep 
Score: -27905670.000000 Penalty: 6056.058594
	Iteration 13Q: 3 clusters Score -2.790567e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 187947 members 
Entering Unmasked Estep 
Score: -27907232.000000 Penalty: 6056.058594
	Iteration 14Q: 3 clusters Score -2.790723e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 189646 members 
Entering Unmasked Estep 
Score: -27908170.000000 Penalty: 6056.058594
	Iteration 15Q: 3 clusters Score -2.790817e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 190984 members 
Entering Unmasked Estep 
Score: -27908770.000000 Penalty: 6056.058594
	Iteration 16Q: 3 clusters Score -2.790877e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 192084 members 
Entering Unmasked Estep 
Score: -27909178.000000 Penalty: 6056.058594
	Iteration 17Q: 3 clusters Score -2.790918e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 192989 members 
Entering Unmasked Estep 
Score: -27909454.000000 Penalty: 6056.058594
	Iteration 18Q: 3 clusters Score -2.790945e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 193735 members 
Entering Unmasked Estep 
Score: -27909596.000000 Penalty: 6056.058594
	Iteration 19Q: 3 clusters Score -2.79096e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 194351 members 
Entering Unmasked Estep 
Score: -27909650.000000 Penalty: 6056.058594
	Iteration 20F: 3 clusters Score -2.790965e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 194847 members 
Entering Unmasked Estep 
Score: -27909754.000000 Penalty: 6056.058594
	Iteration 21Q: 3 clusters Score -2.790975e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 195272 members 
Entering Unmasked Estep 
Score: -27909870.000000 Penalty: 6056.058594
	Iteration 22Q: 3 clusters Score -2.790987e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 195638 members 
Entering Unmasked Estep 
Score: -27909850.000000 Penalty: 6056.058594
	Iteration 23Q: 3 clusters Score -2.790985e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 195973 members 
Entering Unmasked Estep 
Score: -27909852.000000 Penalty: 6056.058594
	Iteration 24Q: 3 clusters Score -2.790985e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 196294 members 
Entering Unmasked Estep 
Score: -27909750.000000 Penalty: 6056.058594
	Iteration 25Q: 3 clusters Score -2.790975e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 196592 members 
Entering Unmasked Estep 
Score: -27909772.000000 Penalty: 6056.058594
	Iteration 26Q: 3 clusters Score -2.790977e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 196860 members 
Entering Unmasked Estep 
Score: -27909796.000000 Penalty: 6056.058594
	Iteration 27Q: 3 clusters Score -2.79098e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 197095 members 
Entering Unmasked Estep 
Score: -27909748.000000 Penalty: 6056.058594
	Iteration 28Q: 3 clusters Score -2.790975e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 197300 members 
Entering Unmasked Estep 
Score: -27909780.000000 Penalty: 6056.058594
	Iteration 29Q: 3 clusters Score -2.790978e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 197456 members 
Entering Unmasked Estep 
Score: -27909754.000000 Penalty: 6056.058594
	Iteration 30Q: 3 clusters Score -2.790975e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 197609 members 
Entering Unmasked Estep 
Score: -27909708.000000 Penalty: 6056.058594
	Iteration 31Q: 3 clusters Score -2.790971e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 197757 members 
Entering Unmasked Estep 
Score: -27909728.000000 Penalty: 6056.058594
	Iteration 32Q: 3 clusters Score -2.790973e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 197880 members 
Entering Unmasked Estep 
Score: -27909720.000000 Penalty: 6056.058594
	Iteration 33Q: 3 clusters Score -2.790972e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 198001 members 
Entering Unmasked Estep 
Score: -27909750.000000 Penalty: 6056.058594
	Iteration 34Q: 3 clusters Score -2.790975e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 198117 members 
Entering Unmasked Estep 
Score: -27909734.000000 Penalty: 6056.058594
	Iteration 35Q: 3 clusters Score -2.790973e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 198222 members 
Entering Unmasked Estep 
Score: -27909748.000000 Penalty: 6056.058594
	Iteration 36Q: 3 clusters Score -2.790975e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 198327 members 
Entering Unmasked Estep 
Score: -27909774.000000 Penalty: 6056.058594
	Iteration 37Q: 3 clusters Score -2.790977e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 198421 members 
Entering Unmasked Estep 
Score: -27909726.000000 Penalty: 6056.058594
	Iteration 38Q: 3 clusters Score -2.790973e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 198498 members 
Entering Unmasked Estep 
Score: -27909742.000000 Penalty: 6056.058594
	Iteration 39Q: 3 clusters Score -2.790974e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 198571 members 
Entering Unmasked Estep 
Score: -27909734.000000 Penalty: 6056.058594
	Iteration 40F: 3 clusters Score -2.790973e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 198624 members 
Entering Unmasked Estep 
Score: -27909704.000000 Penalty: 6056.058594
	Iteration 41Q: 3 clusters Score -2.79097e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 198680 members 
Entering Unmasked Estep 
Score: -27909712.000000 Penalty: 6056.058594
	Iteration 42Q: 3 clusters Score -2.790971e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 198728 members 
Entering Unmasked Estep 
Score: -27909686.000000 Penalty: 6056.058594
	Iteration 43Q: 3 clusters Score -2.790969e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 198779 members 
Entering Unmasked Estep 
Score: -27909646.000000 Penalty: 6056.058594
	Iteration 44Q: 3 clusters Score -2.790965e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 198818 members 
Entering Unmasked Estep 
Score: -27909658.000000 Penalty: 6056.058594
	Iteration 45Q: 3 clusters Score -2.790966e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 198847 members 
Entering Unmasked Estep 
Score: -27909640.000000 Penalty: 6056.058594
	Iteration 46Q: 3 clusters Score -2.790964e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 198865 members 
Entering Unmasked Estep 
Score: -27909638.000000 Penalty: 6056.058594
	Iteration 47Q: 3 clusters Score -2.790964e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 198892 members 
Entering Unmasked Estep 
Score: -27909622.000000 Penalty: 6056.058594
	Iteration 48Q: 3 clusters Score -2.790962e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 198920 members 
Entering Unmasked Estep 
Score: -27909622.000000 Penalty: 6056.058594
	Iteration 49Q: 3 clusters Score -2.790962e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 198947 members 
Entering Unmasked Estep 
Score: -27909614.000000 Penalty: 6056.058594
	Iteration 50Q: 3 clusters Score -2.790961e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 198971 members 
Entering Unmasked Estep 
Score: -27909608.000000 Penalty: 6056.058594
	Iteration 51Q: 3 clusters Score -2.790961e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 198996 members 
Entering Unmasked Estep 
Score: -27909614.000000 Penalty: 6056.058594
	Iteration 52Q: 3 clusters Score -2.790961e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 199030 members 
Entering Unmasked Estep 
Score: -27909610.000000 Penalty: 6056.058594
	Iteration 53Q: 3 clusters Score -2.790961e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 199057 members 
Entering Unmasked Estep 
Score: -27909622.000000 Penalty: 6056.058594
	Iteration 54Q: 3 clusters Score -2.790962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 199069 members 
Entering Unmasked Estep 
Score: -27909634.000000 Penalty: 6056.058594
	Iteration 55Q: 3 clusters Score -2.790963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 199084 members 
Entering Unmasked Estep 
Score: -27909622.000000 Penalty: 6056.058594
	Iteration 56Q: 3 clusters Score -2.790962e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 199098 members 
Entering Unmasked Estep 
Score: -27909612.000000 Penalty: 6056.058594
	Iteration 57Q: 3 clusters Score -2.790961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 199107 members 
Entering Unmasked Estep 
Score: -27909588.000000 Penalty: 6056.058594
	Iteration 58Q: 3 clusters Score -2.790959e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 199121 members 
Entering Unmasked Estep 
Score: -27909578.000000 Penalty: 6056.058594
	Iteration 59Q: 3 clusters Score -2.790958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 199129 members 
Entering Unmasked Estep 
Score: -27909584.000000 Penalty: 6056.058594
	Iteration 60F: 3 clusters Score -2.790958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 199138 members 
Entering Unmasked Estep 
Score: -27909602.000000 Penalty: 6056.058594
	Iteration 61Q: 3 clusters Score -2.79096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 199149 members 
Entering Unmasked Estep 
Score: -27909594.000000 Penalty: 6056.058594
	Iteration 62Q: 3 clusters Score -2.790959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 199156 members 
Entering Unmasked Estep 
Score: -27909596.000000 Penalty: 6056.058594
	Iteration 63Q: 3 clusters Score -2.79096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 199167 members 
Entering Unmasked Estep 
Score: -27909602.000000 Penalty: 6056.058594
	Iteration 64Q: 3 clusters Score -2.79096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 199172 members 
Entering Unmasked Estep 
Score: -27909592.000000 Penalty: 6056.058594
	Iteration 65Q: 3 clusters Score -2.790959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 199175 members 
Entering Unmasked Estep 
Score: -27909612.000000 Penalty: 6056.058594
	Iteration 66Q: 3 clusters Score -2.790961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 199179 members 
Entering Unmasked Estep 
Score: -27909588.000000 Penalty: 6056.058594
	Iteration 67Q: 3 clusters Score -2.790959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 199187 members 
Entering Unmasked Estep 
Score: -27909608.000000 Penalty: 6056.058594
	Iteration 68Q: 3 clusters Score -2.790961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 199192 members 
Entering Unmasked Estep 
Score: -27909614.000000 Penalty: 6056.058594
	Iteration 69Q: 3 clusters Score -2.790961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 199200 members 
Entering Unmasked Estep 
Score: -27909608.000000 Penalty: 6056.058594
	Iteration 70Q: 3 clusters Score -2.790961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 199205 members 
Entering Unmasked Estep 
Score: -27909624.000000 Penalty: 6056.058594
	Iteration 71Q: 3 clusters Score -2.790962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 199210 members 
Entering Unmasked Estep 
Score: -27909642.000000 Penalty: 6056.058594
	Iteration 72Q: 3 clusters Score -2.790964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 199219 members 
Entering Unmasked Estep 
Score: -27909642.000000 Penalty: 6056.058594
	Iteration 73Q: 3 clusters Score -2.790964e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 199227 members 
Entering Unmasked Estep 
Score: -27909622.000000 Penalty: 6056.058594
	Iteration 74Q: 3 clusters Score -2.790962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 199238 members 
Entering Unmasked Estep 
Score: -27909590.000000 Penalty: 6056.058594
	Iteration 75Q: 3 clusters Score -2.790959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 199246 members 
Entering Unmasked Estep 
Score: -27909588.000000 Penalty: 6056.058594
	Iteration 76Q: 3 clusters Score -2.790959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 199248 members 
Entering Unmasked Estep 
Score: -27909592.000000 Penalty: 6056.058594
	Iteration 77Q: 3 clusters Score -2.790959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 199251 members 
Entering Unmasked Estep 
Score: -27909592.000000 Penalty: 6056.058594
	Iteration 78Q: 3 clusters Score -2.790959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 199255 members 
Entering Unmasked Estep 
Score: -27909586.000000 Penalty: 6056.058594
	Iteration 79Q: 3 clusters Score -2.790959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 199262 members 
Entering Unmasked Estep 
Score: -27909616.000000 Penalty: 6056.058594
	Iteration 80F: 3 clusters Score -2.790962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 199272 members 
Entering Unmasked Estep 
Score: -27909608.000000 Penalty: 6056.058594
	Iteration 81Q: 3 clusters Score -2.790961e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 199284 members 
Entering Unmasked Estep 
Score: -27909586.000000 Penalty: 6056.058594
	Iteration 82Q: 3 clusters Score -2.790959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 199292 members 
Entering Unmasked Estep 
Score: -27909592.000000 Penalty: 6056.058594
	Iteration 83Q: 3 clusters Score -2.790959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 199303 members 
Entering Unmasked Estep 
Score: -27909602.000000 Penalty: 6056.058594
	Iteration 84Q: 3 clusters Score -2.79096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 199310 members 
Entering Unmasked Estep 
Score: -27909604.000000 Penalty: 6056.058594
	Iteration 85Q: 3 clusters Score -2.79096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 199317 members 
Entering Unmasked Estep 
Score: -27909564.000000 Penalty: 6056.058594
	Iteration 86Q: 3 clusters Score -2.790956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 199321 members 
Entering Unmasked Estep 
Score: -27909562.000000 Penalty: 6056.058594
	Iteration 87Q: 3 clusters Score -2.790956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 199328 members 
Entering Unmasked Estep 
Score: -27909592.000000 Penalty: 6056.058594
	Iteration 88Q: 3 clusters Score -2.790959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 199337 members 
Entering Unmasked Estep 
Score: -27909568.000000 Penalty: 6056.058594
	Iteration 89Q: 3 clusters Score -2.790957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 199340 members 
Entering Unmasked Estep 
Score: -27909574.000000 Penalty: 6056.058594
	Iteration 90Q: 3 clusters Score -2.790957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 199344 members 
Entering Unmasked Estep 
Score: -27909568.000000 Penalty: 6056.058594
	Iteration 91Q: 3 clusters Score -2.790957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 199346 members 
Entering Unmasked Estep 
Score: -27909576.000000 Penalty: 6056.058594
	Iteration 92Q: 3 clusters Score -2.790958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 199347 members 
Entering Unmasked Estep 
Score: -27909574.000000 Penalty: 6056.058594
	Iteration 93Q: 3 clusters Score -2.790957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 199347 members 
Entering Unmasked Estep 
Score: -27909574.000000 Penalty: 6056.058594
	Iteration 94F: 3 clusters Score -2.790957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Entering Unmasked Estep 
Score: -732036.562500 Penalty: 2128.207520
	Iteration 0F: 2 clusters Score -732036.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -727287.437500 Penalty: 4256.415039
	Iteration 0F: 3 clusters Score -727287.4 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -728462.312500 Penalty: 4256.415039
	Iteration 1F: 3 clusters Score -728462.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -728742.125000 Penalty: 4256.415039
	Iteration 2F: 3 clusters Score -728742.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -728964.312500 Penalty: 4256.415039
	Iteration 3F: 3 clusters Score -728964.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -729156.562500 Penalty: 4256.415039
	Iteration 4Q: 3 clusters Score -729156.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -729330.000000 Penalty: 4256.415039
	Iteration 5Q: 3 clusters Score -729330 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -729473.812500 Penalty: 4256.415039
	Iteration 6Q: 3 clusters Score -729473.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -729587.250000 Penalty: 4256.415039
	Iteration 7Q: 3 clusters Score -729587.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -729689.312500 Penalty: 4256.415039
	Iteration 8Q: 3 clusters Score -729689.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -729786.750000 Penalty: 4256.415039
	Iteration 9Q: 3 clusters Score -729786.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -729874.000000 Penalty: 4256.415039
	Iteration 10Q: 3 clusters Score -729874 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -729956.125000 Penalty: 4256.415039
	Iteration 11Q: 3 clusters Score -729956.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -730029.250000 Penalty: 4256.415039
	Iteration 12Q: 3 clusters Score -730029.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -730116.625000 Penalty: 4256.415039
	Iteration 13Q: 3 clusters Score -730116.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -730194.437500 Penalty: 4256.415039
	Iteration 14Q: 3 clusters Score -730194.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -730279.500000 Penalty: 4256.415039
	Iteration 15Q: 3 clusters Score -730279.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -730377.187500 Penalty: 4256.415039
	Iteration 16Q: 3 clusters Score -730377.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -730474.375000 Penalty: 4256.415039
	Iteration 17Q: 3 clusters Score -730474.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -730562.375000 Penalty: 4256.415039
	Iteration 18Q: 3 clusters Score -730562.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -730629.187500 Penalty: 4256.415039
	Iteration 19Q: 3 clusters Score -730629.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -730678.875000 Penalty: 4256.415039
	Iteration 20F: 3 clusters Score -730678.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -730712.437500 Penalty: 4256.415039
	Iteration 21Q: 3 clusters Score -730712.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -730737.750000 Penalty: 4256.415039
	Iteration 22Q: 3 clusters Score -730737.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -730758.125000 Penalty: 4256.415039
	Iteration 23Q: 3 clusters Score -730758.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -730776.437500 Penalty: 4256.415039
	Iteration 24Q: 3 clusters Score -730776.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -730787.375000 Penalty: 4256.415039
	Iteration 25Q: 3 clusters Score -730787.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -730795.062500 Penalty: 4256.415039
	Iteration 26Q: 3 clusters Score -730795.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -730805.250000 Penalty: 4256.415039
	Iteration 27Q: 3 clusters Score -730805.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -730814.687500 Penalty: 4256.415039
	Iteration 28Q: 3 clusters Score -730814.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -730822.937500 Penalty: 4256.415039
	Iteration 29Q: 3 clusters Score -730822.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -730828.875000 Penalty: 4256.415039
	Iteration 30Q: 3 clusters Score -730828.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -730833.500000 Penalty: 4256.415039
	Iteration 31Q: 3 clusters Score -730833.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -730836.062500 Penalty: 4256.415039
	Iteration 32Q: 3 clusters Score -730836.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -730837.937500 Penalty: 4256.415039
	Iteration 33Q: 3 clusters Score -730837.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -730840.250000 Penalty: 4256.415039
	Iteration 34Q: 3 clusters Score -730840.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -730841.687500 Penalty: 4256.415039
	Iteration 35Q: 3 clusters Score -730841.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -730846.500000 Penalty: 4256.415039
	Iteration 36Q: 3 clusters Score -730846.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -730846.812500 Penalty: 4256.415039
	Iteration 37Q: 3 clusters Score -730846.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -730848.437500 Penalty: 4256.415039
	Iteration 38Q: 3 clusters Score -730848.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -730850.812500 Penalty: 4256.415039
	Iteration 39Q: 3 clusters Score -730850.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -730852.000000 Penalty: 4256.415039
	Iteration 40F: 3 clusters Score -730852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -730853.187500 Penalty: 4256.415039
	Iteration 41Q: 3 clusters Score -730853.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -730855.750000 Penalty: 4256.415039
	Iteration 42Q: 3 clusters Score -730855.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -730860.812500 Penalty: 4256.415039
	Iteration 43Q: 3 clusters Score -730860.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -730863.562500 Penalty: 4256.415039
	Iteration 44Q: 3 clusters Score -730863.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -730868.312500 Penalty: 4256.415039
	Iteration 45Q: 3 clusters Score -730868.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -730871.125000 Penalty: 4256.415039
	Iteration 46Q: 3 clusters Score -730871.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -730870.250000 Penalty: 4256.415039
	Iteration 47Q: 3 clusters Score -730870.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -730871.125000 Penalty: 4256.415039
	Iteration 48Q: 3 clusters Score -730871.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -730872.562500 Penalty: 4256.415039
	Iteration 49Q: 3 clusters Score -730872.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -730874.750000 Penalty: 4256.415039
	Iteration 50Q: 3 clusters Score -730874.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -730874.750000 Penalty: 4256.415039
	Iteration 51Q: 3 clusters Score -730874.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -730876.500000 Penalty: 4256.415039
	Iteration 52Q: 3 clusters Score -730876.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -730876.687500 Penalty: 4256.415039
	Iteration 53Q: 3 clusters Score -730876.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -730877.750000 Penalty: 4256.415039
	Iteration 54Q: 3 clusters Score -730877.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -730878.750000 Penalty: 4256.415039
	Iteration 55Q: 3 clusters Score -730878.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -730878.750000 Penalty: 4256.415039
	Iteration 56F: 3 clusters Score -730878.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Entering Unmasked Estep 
Score: -1014614.875000 Penalty: 2214.893799
	Iteration 0F: 2 clusters Score -1014615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1008483.000000 Penalty: 4429.787598
	Iteration 0F: 3 clusters Score -1008483 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1010205.125000 Penalty: 4429.787598
	Iteration 1F: 3 clusters Score -1010205 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1010603.750000 Penalty: 4429.787598
	Iteration 2F: 3 clusters Score -1010604 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1010928.750000 Penalty: 4429.787598
	Iteration 3F: 3 clusters Score -1010929 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1011174.937500 Penalty: 4429.787598
	Iteration 4F: 3 clusters Score -1011175 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1011374.500000 Penalty: 4429.787598
	Iteration 5Q: 3 clusters Score -1011374 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1011588.750000 Penalty: 4429.787598
	Iteration 6Q: 3 clusters Score -1011589 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1011838.812500 Penalty: 4429.787598
	Iteration 7Q: 3 clusters Score -1011839 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1012092.937500 Penalty: 4429.787598
	Iteration 8Q: 3 clusters Score -1012093 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1012342.812500 Penalty: 4429.787598
	Iteration 9Q: 3 clusters Score -1012343 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1012559.562500 Penalty: 4429.787598
	Iteration 10Q: 3 clusters Score -1012560 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1012735.687500 Penalty: 4429.787598
	Iteration 11Q: 3 clusters Score -1012736 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1012876.625000 Penalty: 4429.787598
	Iteration 12Q: 3 clusters Score -1012877 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1012988.937500 Penalty: 4429.787598
	Iteration 13Q: 3 clusters Score -1012989 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1013063.375000 Penalty: 4429.787598
	Iteration 14Q: 3 clusters Score -1013063 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1013113.937500 Penalty: 4429.787598
	Iteration 15Q: 3 clusters Score -1013114 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1013159.812500 Penalty: 4429.787598
	Iteration 16Q: 3 clusters Score -1013160 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1013201.687500 Penalty: 4429.787598
	Iteration 17Q: 3 clusters Score -1013202 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1013245.812500 Penalty: 4429.787598
	Iteration 18Q: 3 clusters Score -1013246 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1013305.437500 Penalty: 4429.787598
	Iteration 19Q: 3 clusters Score -1013305 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1013376.062500 Penalty: 4429.787598
	Iteration 20F: 3 clusters Score -1013376 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1013429.750000 Penalty: 4429.787598
	Iteration 21Q: 3 clusters Score -1013430 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1013462.437500 Penalty: 4429.787598
	Iteration 22Q: 3 clusters Score -1013462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1013484.125000 Penalty: 4429.787598
	Iteration 23Q: 3 clusters Score -1013484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1013493.250000 Penalty: 4429.787598
	Iteration 24Q: 3 clusters Score -1013493 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1013512.937500 Penalty: 4429.787598
	Iteration 25Q: 3 clusters Score -1013513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1013528.625000 Penalty: 4429.787598
	Iteration 26Q: 3 clusters Score -1013529 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1013545.875000 Penalty: 4429.787598
	Iteration 27Q: 3 clusters Score -1013546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1013562.750000 Penalty: 4429.787598
	Iteration 28Q: 3 clusters Score -1013563 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1013587.187500 Penalty: 4429.787598
	Iteration 29Q: 3 clusters Score -1013587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1013607.187500 Penalty: 4429.787598
	Iteration 30Q: 3 clusters Score -1013607 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1013636.750000 Penalty: 4429.787598
	Iteration 31Q: 3 clusters Score -1013637 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1013672.750000 Penalty: 4429.787598
	Iteration 32Q: 3 clusters Score -1013673 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1013715.937500 Penalty: 4429.787598
	Iteration 33Q: 3 clusters Score -1013716 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1013749.125000 Penalty: 4429.787598
	Iteration 34Q: 3 clusters Score -1013749 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1013775.750000 Penalty: 4429.787598
	Iteration 35Q: 3 clusters Score -1013776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1013790.625000 Penalty: 4429.787598
	Iteration 36Q: 3 clusters Score -1013791 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1013810.437500 Penalty: 4429.787598
	Iteration 37Q: 3 clusters Score -1013810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1013817.937500 Penalty: 4429.787598
	Iteration 38Q: 3 clusters Score -1013818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1013819.312500 Penalty: 4429.787598
	Iteration 39Q: 3 clusters Score -1013819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1013830.312500 Penalty: 4429.787598
	Iteration 40F: 3 clusters Score -1013830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1013837.812500 Penalty: 4429.787598
	Iteration 41Q: 3 clusters Score -1013838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1013844.375000 Penalty: 4429.787598
	Iteration 42Q: 3 clusters Score -1013844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1013849.562500 Penalty: 4429.787598
	Iteration 43Q: 3 clusters Score -1013850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1013851.375000 Penalty: 4429.787598
	Iteration 44Q: 3 clusters Score -1013851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1013852.937500 Penalty: 4429.787598
	Iteration 45Q: 3 clusters Score -1013853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1013855.375000 Penalty: 4429.787598
	Iteration 46Q: 3 clusters Score -1013855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1013857.750000 Penalty: 4429.787598
	Iteration 47Q: 3 clusters Score -1013858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1013856.000000 Penalty: 4429.787598
	Iteration 48Q: 3 clusters Score -1013856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1013857.750000 Penalty: 4429.787598
	Iteration 49Q: 3 clusters Score -1013858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1013858.250000 Penalty: 4429.787598
	Iteration 50Q: 3 clusters Score -1013858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1013860.312500 Penalty: 4429.787598
	Iteration 51Q: 3 clusters Score -1013860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1013860.187500 Penalty: 4429.787598
	Iteration 52Q: 3 clusters Score -1013860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1013858.625000 Penalty: 4429.787598
	Iteration 53Q: 3 clusters Score -1013859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1013858.625000 Penalty: 4429.787598
	Iteration 54F: 3 clusters Score -1013859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Entering Unmasked Estep 
Score: -974780.312500 Penalty: 2204.855957
	Iteration 0F: 2 clusters Score -974780.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -968873.437500 Penalty: 4409.711914
	Iteration 0F: 3 clusters Score -968873.4 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -970616.375000 Penalty: 4409.711914
	Iteration 1F: 3 clusters Score -970616.4 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -971064.750000 Penalty: 4409.711914
	Iteration 2F: 3 clusters Score -971064.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -971513.375000 Penalty: 4409.711914
	Iteration 3F: 3 clusters Score -971513.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -971980.937500 Penalty: 4409.711914
	Iteration 4F: 3 clusters Score -971980.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -972433.625000 Penalty: 4409.711914
	Iteration 5F: 3 clusters Score -972433.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -972839.812500 Penalty: 4409.711914
	Iteration 6F: 3 clusters Score -972839.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -973182.875000 Penalty: 4409.711914
	Iteration 7F: 3 clusters Score -973182.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -973393.000000 Penalty: 4409.711914
	Iteration 8Q: 3 clusters Score -973393 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -973547.687500 Penalty: 4409.711914
	Iteration 9Q: 3 clusters Score -973547.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -973640.750000 Penalty: 4409.711914
	Iteration 10Q: 3 clusters Score -973640.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -973701.250000 Penalty: 4409.711914
	Iteration 11Q: 3 clusters Score -973701.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -973751.437500 Penalty: 4409.711914
	Iteration 12Q: 3 clusters Score -973751.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -973783.812500 Penalty: 4409.711914
	Iteration 13Q: 3 clusters Score -973783.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -973805.312500 Penalty: 4409.711914
	Iteration 14Q: 3 clusters Score -973805.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -973823.187500 Penalty: 4409.711914
	Iteration 15Q: 3 clusters Score -973823.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -973832.062500 Penalty: 4409.711914
	Iteration 16Q: 3 clusters Score -973832.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -973838.312500 Penalty: 4409.711914
	Iteration 17Q: 3 clusters Score -973838.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -973847.750000 Penalty: 4409.711914
	Iteration 18Q: 3 clusters Score -973847.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -973857.687500 Penalty: 4409.711914
	Iteration 19Q: 3 clusters Score -973857.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -973872.750000 Penalty: 4409.711914
	Iteration 20F: 3 clusters Score -973872.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -973877.687500 Penalty: 4409.711914
	Iteration 21Q: 3 clusters Score -973877.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -973886.562500 Penalty: 4409.711914
	Iteration 22Q: 3 clusters Score -973886.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -973898.812500 Penalty: 4409.711914
	Iteration 23Q: 3 clusters Score -973898.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -973910.750000 Penalty: 4409.711914
	Iteration 24Q: 3 clusters Score -973910.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -973924.312500 Penalty: 4409.711914
	Iteration 25Q: 3 clusters Score -973924.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -973928.062500 Penalty: 4409.711914
	Iteration 26Q: 3 clusters Score -973928.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -973930.625000 Penalty: 4409.711914
	Iteration 27Q: 3 clusters Score -973930.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -973935.437500 Penalty: 4409.711914
	Iteration 28Q: 3 clusters Score -973935.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -973938.062500 Penalty: 4409.711914
	Iteration 29Q: 3 clusters Score -973938.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -973940.875000 Penalty: 4409.711914
	Iteration 30Q: 3 clusters Score -973940.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -973943.437500 Penalty: 4409.711914
	Iteration 31Q: 3 clusters Score -973943.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -973944.250000 Penalty: 4409.711914
	Iteration 32Q: 3 clusters Score -973944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -973945.625000 Penalty: 4409.711914
	Iteration 33Q: 3 clusters Score -973945.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -973944.750000 Penalty: 4409.711914
	Iteration 34Q: 3 clusters Score -973944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -973945.312500 Penalty: 4409.711914
	Iteration 35Q: 3 clusters Score -973945.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -973946.750000 Penalty: 4409.711914
	Iteration 36Q: 3 clusters Score -973946.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -973945.625000 Penalty: 4409.711914
	Iteration 37Q: 3 clusters Score -973945.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -973946.312500 Penalty: 4409.711914
	Iteration 38Q: 3 clusters Score -973946.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -973946.312500 Penalty: 4409.711914
	Iteration 39F: 3 clusters Score -973946.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Entering Unmasked Estep 
Score: -748866.812500 Penalty: 2156.568848
	Iteration 0F: 2 clusters Score -748866.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -743799.812500 Penalty: 4313.137695
	Iteration 0F: 3 clusters Score -743799.8 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -745454.625000 Penalty: 4313.137695
	Iteration 1F: 3 clusters Score -745454.6 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -746079.812500 Penalty: 4313.137695
	Iteration 2F: 3 clusters Score -746079.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -746576.750000 Penalty: 4313.137695
	Iteration 3F: 3 clusters Score -746576.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -746943.250000 Penalty: 4313.137695
	Iteration 4F: 3 clusters Score -746943.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -747197.937500 Penalty: 4313.137695
	Iteration 5F: 3 clusters Score -747197.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -747422.250000 Penalty: 4313.137695
	Iteration 6Q: 3 clusters Score -747422.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -747561.937500 Penalty: 4313.137695
	Iteration 7Q: 3 clusters Score -747561.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -747663.750000 Penalty: 4313.137695
	Iteration 8Q: 3 clusters Score -747663.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -747756.812500 Penalty: 4313.137695
	Iteration 9Q: 3 clusters Score -747756.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -747859.937500 Penalty: 4313.137695
	Iteration 10Q: 3 clusters Score -747859.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -747960.562500 Penalty: 4313.137695
	Iteration 11Q: 3 clusters Score -747960.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -748056.375000 Penalty: 4313.137695
	Iteration 12Q: 3 clusters Score -748056.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -748163.687500 Penalty: 4313.137695
	Iteration 13Q: 3 clusters Score -748163.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -748278.312500 Penalty: 4313.137695
	Iteration 14Q: 3 clusters Score -748278.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -748362.750000 Penalty: 4313.137695
	Iteration 15Q: 3 clusters Score -748362.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -748445.312500 Penalty: 4313.137695
	Iteration 16Q: 3 clusters Score -748445.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -748506.312500 Penalty: 4313.137695
	Iteration 17Q: 3 clusters Score -748506.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -748544.750000 Penalty: 4313.137695
	Iteration 18Q: 3 clusters Score -748544.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -748563.000000 Penalty: 4313.137695
	Iteration 19Q: 3 clusters Score -748563 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -748597.250000 Penalty: 4313.137695
	Iteration 20F: 3 clusters Score -748597.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -748642.500000 Penalty: 4313.137695
	Iteration 21Q: 3 clusters Score -748642.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -748685.687500 Penalty: 4313.137695
	Iteration 22Q: 3 clusters Score -748685.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -748726.125000 Penalty: 4313.137695
	Iteration 23Q: 3 clusters Score -748726.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -748766.812500 Penalty: 4313.137695
	Iteration 24Q: 3 clusters Score -748766.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -748783.437500 Penalty: 4313.137695
	Iteration 25Q: 3 clusters Score -748783.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -748793.250000 Penalty: 4313.137695
	Iteration 26Q: 3 clusters Score -748793.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -748803.625000 Penalty: 4313.137695
	Iteration 27Q: 3 clusters Score -748803.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -748812.687500 Penalty: 4313.137695
	Iteration 28Q: 3 clusters Score -748812.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -748818.875000 Penalty: 4313.137695
	Iteration 29Q: 3 clusters Score -748818.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -748826.000000 Penalty: 4313.137695
	Iteration 30Q: 3 clusters Score -748826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -748828.250000 Penalty: 4313.137695
	Iteration 31Q: 3 clusters Score -748828.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -748832.312500 Penalty: 4313.137695
	Iteration 32Q: 3 clusters Score -748832.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -748834.687500 Penalty: 4313.137695
	Iteration 33Q: 3 clusters Score -748834.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -748835.625000 Penalty: 4313.137695
	Iteration 34Q: 3 clusters Score -748835.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -748837.375000 Penalty: 4313.137695
	Iteration 35Q: 3 clusters Score -748837.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -748837.187500 Penalty: 4313.137695
	Iteration 36Q: 3 clusters Score -748837.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -748838.187500 Penalty: 4313.137695
	Iteration 37Q: 3 clusters Score -748838.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -748839.812500 Penalty: 4313.137695
	Iteration 38Q: 3 clusters Score -748839.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -748841.812500 Penalty: 4313.137695
	Iteration 39Q: 3 clusters Score -748841.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -748842.687500 Penalty: 4313.137695
	Iteration 40F: 3 clusters Score -748842.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -748844.062500 Penalty: 4313.137695
	Iteration 41Q: 3 clusters Score -748844.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -748843.625000 Penalty: 4313.137695
	Iteration 42Q: 3 clusters Score -748843.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -748843.125000 Penalty: 4313.137695
	Iteration 43Q: 3 clusters Score -748843.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -748843.125000 Penalty: 4313.137695
	Iteration 44F: 3 clusters Score -748843.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -1567591.125000 Penalty: 2313.352539
	Iteration 0F: 2 clusters Score -1567591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1559171.750000 Penalty: 4626.705078
	Iteration 0F: 3 clusters Score -1559172 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1561696.375000 Penalty: 4626.705078
	Iteration 1F: 3 clusters Score -1561696 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1562021.500000 Penalty: 4626.705078
	Iteration 2F: 3 clusters Score -1562022 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1562333.875000 Penalty: 4626.705078
	Iteration 3F: 3 clusters Score -1562334 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1562610.125000 Penalty: 4626.705078
	Iteration 4Q: 3 clusters Score -1562610 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1562887.250000 Penalty: 4626.705078
	Iteration 5Q: 3 clusters Score -1562887 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1563165.125000 Penalty: 4626.705078
	Iteration 6Q: 3 clusters Score -1563165 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1563459.125000 Penalty: 4626.705078
	Iteration 7Q: 3 clusters Score -1563459 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1563813.000000 Penalty: 4626.705078
	Iteration 8Q: 3 clusters Score -1563813 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1564171.625000 Penalty: 4626.705078
	Iteration 9Q: 3 clusters Score -1564172 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1564579.125000 Penalty: 4626.705078
	Iteration 10Q: 3 clusters Score -1564579 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1564939.375000 Penalty: 4626.705078
	Iteration 11Q: 3 clusters Score -1564939 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1565143.750000 Penalty: 4626.705078
	Iteration 12Q: 3 clusters Score -1565144 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1565247.375000 Penalty: 4626.705078
	Iteration 13Q: 3 clusters Score -1565247 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1565299.750000 Penalty: 4626.705078
	Iteration 14Q: 3 clusters Score -1565300 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1565324.625000 Penalty: 4626.705078
	Iteration 15Q: 3 clusters Score -1565325 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1565342.375000 Penalty: 4626.705078
	Iteration 16Q: 3 clusters Score -1565342 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1565363.500000 Penalty: 4626.705078
	Iteration 17Q: 3 clusters Score -1565364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1565382.500000 Penalty: 4626.705078
	Iteration 18Q: 3 clusters Score -1565382 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1565402.750000 Penalty: 4626.705078
	Iteration 19Q: 3 clusters Score -1565403 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1565412.750000 Penalty: 4626.705078
	Iteration 20F: 3 clusters Score -1565413 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1565422.625000 Penalty: 4626.705078
	Iteration 21Q: 3 clusters Score -1565423 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1565437.125000 Penalty: 4626.705078
	Iteration 22Q: 3 clusters Score -1565437 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1565445.375000 Penalty: 4626.705078
	Iteration 23Q: 3 clusters Score -1565445 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1565453.125000 Penalty: 4626.705078
	Iteration 24Q: 3 clusters Score -1565453 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1565462.125000 Penalty: 4626.705078
	Iteration 25Q: 3 clusters Score -1565462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1565464.625000 Penalty: 4626.705078
	Iteration 26Q: 3 clusters Score -1565465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1565471.250000 Penalty: 4626.705078
	Iteration 27Q: 3 clusters Score -1565471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1565473.750000 Penalty: 4626.705078
	Iteration 28Q: 3 clusters Score -1565474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1565482.750000 Penalty: 4626.705078
	Iteration 29Q: 3 clusters Score -1565483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1565478.500000 Penalty: 4626.705078
	Iteration 30Q: 3 clusters Score -1565478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1565483.125000 Penalty: 4626.705078
	Iteration 31Q: 3 clusters Score -1565483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1565483.125000 Penalty: 4626.705078
	Iteration 32Q: 3 clusters Score -1565483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1565485.500000 Penalty: 4626.705078
	Iteration 33Q: 3 clusters Score -1565486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1565487.375000 Penalty: 4626.705078
	Iteration 34Q: 3 clusters Score -1565487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1565489.250000 Penalty: 4626.705078
	Iteration 35Q: 3 clusters Score -1565489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1565488.375000 Penalty: 4626.705078
	Iteration 36Q: 3 clusters Score -1565488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1565491.875000 Penalty: 4626.705078
	Iteration 37Q: 3 clusters Score -1565492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1565489.625000 Penalty: 4626.705078
	Iteration 38Q: 3 clusters Score -1565490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1565491.625000 Penalty: 4626.705078
	Iteration 39Q: 3 clusters Score -1565492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1565496.375000 Penalty: 4626.705078
	Iteration 40F: 3 clusters Score -1565496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1565503.875000 Penalty: 4626.705078
	Iteration 41Q: 3 clusters Score -1565504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1565508.250000 Penalty: 4626.705078
	Iteration 42Q: 3 clusters Score -1565508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1565517.375000 Penalty: 4626.705078
	Iteration 43Q: 3 clusters Score -1565517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1565521.500000 Penalty: 4626.705078
	Iteration 44Q: 3 clusters Score -1565522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1565525.375000 Penalty: 4626.705078
	Iteration 45Q: 3 clusters Score -1565525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1565526.750000 Penalty: 4626.705078
	Iteration 46Q: 3 clusters Score -1565527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1565527.250000 Penalty: 4626.705078
	Iteration 47Q: 3 clusters Score -1565527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1565527.625000 Penalty: 4626.705078
	Iteration 48Q: 3 clusters Score -1565528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1565525.125000 Penalty: 4626.705078
	Iteration 49Q: 3 clusters Score -1565525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1565525.750000 Penalty: 4626.705078
	Iteration 50Q: 3 clusters Score -1565526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1565527.000000 Penalty: 4626.705078
	Iteration 51Q: 3 clusters Score -1565527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1565530.000000 Penalty: 4626.705078
	Iteration 52Q: 3 clusters Score -1565530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1565530.625000 Penalty: 4626.705078
	Iteration 53Q: 3 clusters Score -1565531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1565532.875000 Penalty: 4626.705078
	Iteration 54Q: 3 clusters Score -1565533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1565532.875000 Penalty: 4626.705078
	Iteration 55F: 3 clusters Score -1565533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Entering Unmasked Estep 
Score: -1262848.500000 Penalty: 2267.576172
	Iteration 0F: 2 clusters Score -1262848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1255604.500000 Penalty: 4535.152344
	Iteration 0F: 3 clusters Score -1255604 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1257830.000000 Penalty: 4535.152344
	Iteration 1F: 3 clusters Score -1257830 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1258275.250000 Penalty: 4535.152344
	Iteration 2F: 3 clusters Score -1258275 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1258747.250000 Penalty: 4535.152344
	Iteration 3F: 3 clusters Score -1258747 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1259292.625000 Penalty: 4535.152344
	Iteration 4F: 3 clusters Score -1259293 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1259911.500000 Penalty: 4535.152344
	Iteration 5F: 3 clusters Score -1259912 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1260541.250000 Penalty: 4535.152344
	Iteration 6F: 3 clusters Score -1260541 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1261008.375000 Penalty: 4535.152344
	Iteration 7F: 3 clusters Score -1261008 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1261290.875000 Penalty: 4535.152344
	Iteration 8Q: 3 clusters Score -1261291 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1261434.375000 Penalty: 4535.152344
	Iteration 9Q: 3 clusters Score -1261434 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1261502.000000 Penalty: 4535.152344
	Iteration 10Q: 3 clusters Score -1261502 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1261549.000000 Penalty: 4535.152344
	Iteration 11Q: 3 clusters Score -1261549 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1261583.375000 Penalty: 4535.152344
	Iteration 12Q: 3 clusters Score -1261583 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1261602.750000 Penalty: 4535.152344
	Iteration 13Q: 3 clusters Score -1261603 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1261616.500000 Penalty: 4535.152344
	Iteration 14Q: 3 clusters Score -1261616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1261620.875000 Penalty: 4535.152344
	Iteration 15Q: 3 clusters Score -1261621 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1261628.750000 Penalty: 4535.152344
	Iteration 16Q: 3 clusters Score -1261629 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1261633.500000 Penalty: 4535.152344
	Iteration 17Q: 3 clusters Score -1261634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1261635.750000 Penalty: 4535.152344
	Iteration 18Q: 3 clusters Score -1261636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1261640.000000 Penalty: 4535.152344
	Iteration 19Q: 3 clusters Score -1261640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1261645.000000 Penalty: 4535.152344
	Iteration 20F: 3 clusters Score -1261645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1261647.125000 Penalty: 4535.152344
	Iteration 21Q: 3 clusters Score -1261647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1261650.375000 Penalty: 4535.152344
	Iteration 22Q: 3 clusters Score -1261650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1261651.875000 Penalty: 4535.152344
	Iteration 23Q: 3 clusters Score -1261652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1261656.250000 Penalty: 4535.152344
	Iteration 24Q: 3 clusters Score -1261656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1261659.000000 Penalty: 4535.152344
	Iteration 25Q: 3 clusters Score -1261659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1261662.750000 Penalty: 4535.152344
	Iteration 26Q: 3 clusters Score -1261663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1261665.750000 Penalty: 4535.152344
	Iteration 27Q: 3 clusters Score -1261666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1261670.875000 Penalty: 4535.152344
	Iteration 28Q: 3 clusters Score -1261671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1261671.375000 Penalty: 4535.152344
	Iteration 29Q: 3 clusters Score -1261671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1261670.125000 Penalty: 4535.152344
	Iteration 30Q: 3 clusters Score -1261670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1261667.500000 Penalty: 4535.152344
	Iteration 31Q: 3 clusters Score -1261668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1261666.875000 Penalty: 4535.152344
	Iteration 32Q: 3 clusters Score -1261667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1261668.000000 Penalty: 4535.152344
	Iteration 33Q: 3 clusters Score -1261668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1261672.125000 Penalty: 4535.152344
	Iteration 34Q: 3 clusters Score -1261672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1261673.000000 Penalty: 4535.152344
	Iteration 35Q: 3 clusters Score -1261673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1261670.375000 Penalty: 4535.152344
	Iteration 36Q: 3 clusters Score -1261670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1261674.500000 Penalty: 4535.152344
	Iteration 37Q: 3 clusters Score -1261674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1261673.875000 Penalty: 4535.152344
	Iteration 38Q: 3 clusters Score -1261674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1261675.875000 Penalty: 4535.152344
	Iteration 39Q: 3 clusters Score -1261676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1261678.375000 Penalty: 4535.152344
	Iteration 40F: 3 clusters Score -1261678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1261678.875000 Penalty: 4535.152344
	Iteration 41Q: 3 clusters Score -1261679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1261681.000000 Penalty: 4535.152344
	Iteration 42Q: 3 clusters Score -1261681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1261680.250000 Penalty: 4535.152344
	Iteration 43Q: 3 clusters Score -1261680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1261683.500000 Penalty: 4535.152344
	Iteration 44Q: 3 clusters Score -1261684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1261684.250000 Penalty: 4535.152344
	Iteration 45Q: 3 clusters Score -1261684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1261681.875000 Penalty: 4535.152344
	Iteration 46Q: 3 clusters Score -1261682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1261684.250000 Penalty: 4535.152344
	Iteration 47Q: 3 clusters Score -1261684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1261685.125000 Penalty: 4535.152344
	Iteration 48Q: 3 clusters Score -1261685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1261687.750000 Penalty: 4535.152344
	Iteration 49Q: 3 clusters Score -1261688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1261689.125000 Penalty: 4535.152344
	Iteration 50Q: 3 clusters Score -1261689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1261690.125000 Penalty: 4535.152344
	Iteration 51Q: 3 clusters Score -1261690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1261689.375000 Penalty: 4535.152344
	Iteration 52Q: 3 clusters Score -1261689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1261691.125000 Penalty: 4535.152344
	Iteration 53Q: 3 clusters Score -1261691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1261690.625000 Penalty: 4535.152344
	Iteration 54Q: 3 clusters Score -1261691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1261691.500000 Penalty: 4535.152344
	Iteration 55Q: 3 clusters Score -1261692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1261691.875000 Penalty: 4535.152344
	Iteration 56Q: 3 clusters Score -1261692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1261693.000000 Penalty: 4535.152344
	Iteration 57Q: 3 clusters Score -1261693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1261693.000000 Penalty: 4535.152344
	Iteration 58F: 3 clusters Score -1261693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Entering Unmasked Estep 
Score: -1233112.250000 Penalty: 2258.200195
	Iteration 0F: 2 clusters Score -1233112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1226122.250000 Penalty: 4516.400391
	Iteration 0F: 3 clusters Score -1226122 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1228054.125000 Penalty: 4516.400391
	Iteration 1F: 3 clusters Score -1228054 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1228375.625000 Penalty: 4516.400391
	Iteration 2F: 3 clusters Score -1228376 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1228623.250000 Penalty: 4516.400391
	Iteration 3F: 3 clusters Score -1228623 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1228838.125000 Penalty: 4516.400391
	Iteration 4Q: 3 clusters Score -1228838 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1229001.875000 Penalty: 4516.400391
	Iteration 5Q: 3 clusters Score -1229002 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1229139.000000 Penalty: 4516.400391
	Iteration 6Q: 3 clusters Score -1229139 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1229273.125000 Penalty: 4516.400391
	Iteration 7Q: 3 clusters Score -1229273 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1229424.250000 Penalty: 4516.400391
	Iteration 8Q: 3 clusters Score -1229424 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1229579.125000 Penalty: 4516.400391
	Iteration 9Q: 3 clusters Score -1229579 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1229747.250000 Penalty: 4516.400391
	Iteration 10Q: 3 clusters Score -1229747 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1229963.375000 Penalty: 4516.400391
	Iteration 11Q: 3 clusters Score -1229963 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1230203.000000 Penalty: 4516.400391
	Iteration 12Q: 3 clusters Score -1230203 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1230463.250000 Penalty: 4516.400391
	Iteration 13Q: 3 clusters Score -1230463 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1230673.875000 Penalty: 4516.400391
	Iteration 14Q: 3 clusters Score -1230674 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1230863.250000 Penalty: 4516.400391
	Iteration 15Q: 3 clusters Score -1230863 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1231042.750000 Penalty: 4516.400391
	Iteration 16Q: 3 clusters Score -1231043 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1231177.750000 Penalty: 4516.400391
	Iteration 17Q: 3 clusters Score -1231178 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1231292.625000 Penalty: 4516.400391
	Iteration 18Q: 3 clusters Score -1231293 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1231355.375000 Penalty: 4516.400391
	Iteration 19Q: 3 clusters Score -1231355 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1231401.500000 Penalty: 4516.400391
	Iteration 20F: 3 clusters Score -1231402 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1231436.375000 Penalty: 4516.400391
	Iteration 21Q: 3 clusters Score -1231436 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1231458.375000 Penalty: 4516.400391
	Iteration 22Q: 3 clusters Score -1231458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1231471.375000 Penalty: 4516.400391
	Iteration 23Q: 3 clusters Score -1231471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1231480.000000 Penalty: 4516.400391
	Iteration 24Q: 3 clusters Score -1231480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1231489.625000 Penalty: 4516.400391
	Iteration 25Q: 3 clusters Score -1231490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1231498.250000 Penalty: 4516.400391
	Iteration 26Q: 3 clusters Score -1231498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1231500.125000 Penalty: 4516.400391
	Iteration 27Q: 3 clusters Score -1231500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1231502.125000 Penalty: 4516.400391
	Iteration 28Q: 3 clusters Score -1231502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1231503.625000 Penalty: 4516.400391
	Iteration 29Q: 3 clusters Score -1231504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1231502.000000 Penalty: 4516.400391
	Iteration 30Q: 3 clusters Score -1231502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1231506.375000 Penalty: 4516.400391
	Iteration 31Q: 3 clusters Score -1231506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1231508.875000 Penalty: 4516.400391
	Iteration 32Q: 3 clusters Score -1231509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1231509.250000 Penalty: 4516.400391
	Iteration 33Q: 3 clusters Score -1231509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1231509.875000 Penalty: 4516.400391
	Iteration 34Q: 3 clusters Score -1231510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1231510.625000 Penalty: 4516.400391
	Iteration 35Q: 3 clusters Score -1231511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1231510.625000 Penalty: 4516.400391
	Iteration 36F: 3 clusters Score -1231511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Entering Unmasked Estep 
Score: -3380341.500000 Penalty: 2508.651367
	Iteration 0F: 2 clusters Score -3380342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -3363230.750000 Penalty: 5017.302734
	Iteration 0F: 3 clusters Score -3363231 nChanged 11022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -3369246.500000 Penalty: 5017.302734
	Iteration 1F: 3 clusters Score -3369246 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -3369700.000000 Penalty: 5017.302734
	Iteration 2F: 3 clusters Score -3369700 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -3370144.000000 Penalty: 5017.302734
	Iteration 3Q: 3 clusters Score -3370144 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -3370585.000000 Penalty: 5017.302734
	Iteration 4Q: 3 clusters Score -3370585 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -3370982.000000 Penalty: 5017.302734
	Iteration 5Q: 3 clusters Score -3370982 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -3371423.750000 Penalty: 5017.302734
	Iteration 6Q: 3 clusters Score -3371424 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -3371952.750000 Penalty: 5017.302734
	Iteration 7Q: 3 clusters Score -3371953 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -3372572.750000 Penalty: 5017.302734
	Iteration 8Q: 3 clusters Score -3372573 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -3373255.000000 Penalty: 5017.302734
	Iteration 9Q: 3 clusters Score -3373255 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -3373975.000000 Penalty: 5017.302734
	Iteration 10Q: 3 clusters Score -3373975 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -3374605.000000 Penalty: 5017.302734
	Iteration 11Q: 3 clusters Score -3374605 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -3375093.000000 Penalty: 5017.302734
	Iteration 12Q: 3 clusters Score -3375093 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -3375400.750000 Penalty: 5017.302734
	Iteration 13Q: 3 clusters Score -3375401 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -3375619.250000 Penalty: 5017.302734
	Iteration 14Q: 3 clusters Score -3375619 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -3375769.750000 Penalty: 5017.302734
	Iteration 15Q: 3 clusters Score -3375770 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -3375924.500000 Penalty: 5017.302734
	Iteration 16Q: 3 clusters Score -3375924 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -3376074.500000 Penalty: 5017.302734
	Iteration 17Q: 3 clusters Score -3376074 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -3376237.250000 Penalty: 5017.302734
	Iteration 18Q: 3 clusters Score -3376237 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -3376391.500000 Penalty: 5017.302734
	Iteration 19Q: 3 clusters Score -3376392 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -3376553.750000 Penalty: 5017.302734
	Iteration 20F: 3 clusters Score -3376554 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -3376728.000000 Penalty: 5017.302734
	Iteration 21Q: 3 clusters Score -3376728 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -3376890.000000 Penalty: 5017.302734
	Iteration 22Q: 3 clusters Score -3376890 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -3377051.500000 Penalty: 5017.302734
	Iteration 23Q: 3 clusters Score -3377052 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -3377190.000000 Penalty: 5017.302734
	Iteration 24Q: 3 clusters Score -3377190 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -3377284.500000 Penalty: 5017.302734
	Iteration 25Q: 3 clusters Score -3377284 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -3377382.000000 Penalty: 5017.302734
	Iteration 26Q: 3 clusters Score -3377382 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -3377473.500000 Penalty: 5017.302734
	Iteration 27Q: 3 clusters Score -3377474 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -3377554.500000 Penalty: 5017.302734
	Iteration 28Q: 3 clusters Score -3377554 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -3377627.750000 Penalty: 5017.302734
	Iteration 29Q: 3 clusters Score -3377628 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -3377677.500000 Penalty: 5017.302734
	Iteration 30Q: 3 clusters Score -3377678 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -3377733.500000 Penalty: 5017.302734
	Iteration 31Q: 3 clusters Score -3377734 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -3377775.500000 Penalty: 5017.302734
	Iteration 32Q: 3 clusters Score -3377776 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -3377813.250000 Penalty: 5017.302734
	Iteration 33Q: 3 clusters Score -3377813 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -3377843.500000 Penalty: 5017.302734
	Iteration 34Q: 3 clusters Score -3377844 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -3377873.750000 Penalty: 5017.302734
	Iteration 35Q: 3 clusters Score -3377874 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -3377898.000000 Penalty: 5017.302734
	Iteration 36Q: 3 clusters Score -3377898 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -3377924.250000 Penalty: 5017.302734
	Iteration 37Q: 3 clusters Score -3377924 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -3377964.750000 Penalty: 5017.302734
	Iteration 38Q: 3 clusters Score -3377965 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -3377997.500000 Penalty: 5017.302734
	Iteration 39Q: 3 clusters Score -3377998 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -3378033.000000 Penalty: 5017.302734
	Iteration 40F: 3 clusters Score -3378033 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -3378071.500000 Penalty: 5017.302734
	Iteration 41Q: 3 clusters Score -3378072 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -3378105.500000 Penalty: 5017.302734
	Iteration 42Q: 3 clusters Score -3378106 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -3378136.250000 Penalty: 5017.302734
	Iteration 43Q: 3 clusters Score -3378136 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -3378181.250000 Penalty: 5017.302734
	Iteration 44Q: 3 clusters Score -3378181 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -3378220.500000 Penalty: 5017.302734
	Iteration 45Q: 3 clusters Score -3378220 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -3378249.250000 Penalty: 5017.302734
	Iteration 46Q: 3 clusters Score -3378249 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -3378281.750000 Penalty: 5017.302734
	Iteration 47Q: 3 clusters Score -3378282 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -3378296.750000 Penalty: 5017.302734
	Iteration 48Q: 3 clusters Score -3378297 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -3378316.000000 Penalty: 5017.302734
	Iteration 49Q: 3 clusters Score -3378316 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -3378324.750000 Penalty: 5017.302734
	Iteration 50Q: 3 clusters Score -3378325 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -3378341.000000 Penalty: 5017.302734
	Iteration 51Q: 3 clusters Score -3378341 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -3378357.500000 Penalty: 5017.302734
	Iteration 52Q: 3 clusters Score -3378358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -3378368.750000 Penalty: 5017.302734
	Iteration 53Q: 3 clusters Score -3378369 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3378368.250000 Penalty: 5017.302734
	Iteration 54Q: 3 clusters Score -3378368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -3378379.750000 Penalty: 5017.302734
	Iteration 55Q: 3 clusters Score -3378380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -3378384.250000 Penalty: 5017.302734
	Iteration 56Q: 3 clusters Score -3378384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -3378392.250000 Penalty: 5017.302734
	Iteration 57Q: 3 clusters Score -3378392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -3378396.750000 Penalty: 5017.302734
	Iteration 58Q: 3 clusters Score -3378397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -3378404.750000 Penalty: 5017.302734
	Iteration 59Q: 3 clusters Score -3378405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -3378399.500000 Penalty: 5017.302734
	Iteration 60F: 3 clusters Score -3378400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -3378403.250000 Penalty: 5017.302734
	Iteration 61Q: 3 clusters Score -3378403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -3378406.750000 Penalty: 5017.302734
	Iteration 62Q: 3 clusters Score -3378407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -3378418.000000 Penalty: 5017.302734
	Iteration 63Q: 3 clusters Score -3378418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -3378424.000000 Penalty: 5017.302734
	Iteration 64Q: 3 clusters Score -3378424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3378436.250000 Penalty: 5017.302734
	Iteration 65Q: 3 clusters Score -3378436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -3378435.750000 Penalty: 5017.302734
	Iteration 66Q: 3 clusters Score -3378436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -3378442.250000 Penalty: 5017.302734
	Iteration 67Q: 3 clusters Score -3378442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -3378447.000000 Penalty: 5017.302734
	Iteration 68Q: 3 clusters Score -3378447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -3378442.750000 Penalty: 5017.302734
	Iteration 69Q: 3 clusters Score -3378443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -3378442.250000 Penalty: 5017.302734
	Iteration 70Q: 3 clusters Score -3378442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -3378448.000000 Penalty: 5017.302734
	Iteration 71Q: 3 clusters Score -3378448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -3378453.250000 Penalty: 5017.302734
	Iteration 72Q: 3 clusters Score -3378453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -3378455.750000 Penalty: 5017.302734
	Iteration 73Q: 3 clusters Score -3378456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -3378459.750000 Penalty: 5017.302734
	Iteration 74Q: 3 clusters Score -3378460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -3378467.750000 Penalty: 5017.302734
	Iteration 75Q: 3 clusters Score -3378468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -3378466.250000 Penalty: 5017.302734
	Iteration 76Q: 3 clusters Score -3378466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -3378464.250000 Penalty: 5017.302734
	Iteration 77Q: 3 clusters Score -3378464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -3378461.000000 Penalty: 5017.302734
	Iteration 78Q: 3 clusters Score -3378461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -3378459.750000 Penalty: 5017.302734
	Iteration 79Q: 3 clusters Score -3378460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -3378462.000000 Penalty: 5017.302734
	Iteration 80F: 3 clusters Score -3378462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -3378466.250000 Penalty: 5017.302734
	Iteration 81Q: 3 clusters Score -3378466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -3378465.000000 Penalty: 5017.302734
	Iteration 82Q: 3 clusters Score -3378465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -3378464.750000 Penalty: 5017.302734
	Iteration 83Q: 3 clusters Score -3378465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -3378467.250000 Penalty: 5017.302734
	Iteration 84Q: 3 clusters Score -3378467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -3378472.750000 Penalty: 5017.302734
	Iteration 85Q: 3 clusters Score -3378473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -3378471.250000 Penalty: 5017.302734
	Iteration 86Q: 3 clusters Score -3378471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -3378467.750000 Penalty: 5017.302734
	Iteration 87Q: 3 clusters Score -3378468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -3378467.750000 Penalty: 5017.302734
	Iteration 88F: 3 clusters Score -3378468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Entering Unmasked Estep 
Score: -395470.968750 Penalty: 1985.248291
	Iteration 0F: 2 clusters Score -395471 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 1438 members 
Entering Unmasked Estep 
Score: -392205.125000 Penalty: 3970.496582
	Iteration 0F: 3 clusters Score -392205.1 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -392859.468750 Penalty: 3970.496582
	Iteration 1F: 3 clusters Score -392859.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -393061.718750 Penalty: 3970.496582
	Iteration 2F: 3 clusters Score -393061.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -393208.125000 Penalty: 3970.496582
	Iteration 3F: 3 clusters Score -393208.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -393312.312500 Penalty: 3970.496582
	Iteration 4Q: 3 clusters Score -393312.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -393395.093750 Penalty: 3970.496582
	Iteration 5Q: 3 clusters Score -393395.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -393481.125000 Penalty: 3970.496582
	Iteration 6Q: 3 clusters Score -393481.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -393560.312500 Penalty: 3970.496582
	Iteration 7Q: 3 clusters Score -393560.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -393640.281250 Penalty: 3970.496582
	Iteration 8Q: 3 clusters Score -393640.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -393720.843750 Penalty: 3970.496582
	Iteration 9Q: 3 clusters Score -393720.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -393788.468750 Penalty: 3970.496582
	Iteration 10Q: 3 clusters Score -393788.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -393836.093750 Penalty: 3970.496582
	Iteration 11Q: 3 clusters Score -393836.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -393885.031250 Penalty: 3970.496582
	Iteration 12Q: 3 clusters Score -393885 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -393931.593750 Penalty: 3970.496582
	Iteration 13Q: 3 clusters Score -393931.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -393965.062500 Penalty: 3970.496582
	Iteration 14Q: 3 clusters Score -393965.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -393988.718750 Penalty: 3970.496582
	Iteration 15Q: 3 clusters Score -393988.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -394001.531250 Penalty: 3970.496582
	Iteration 16Q: 3 clusters Score -394001.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -394018.687500 Penalty: 3970.496582
	Iteration 17Q: 3 clusters Score -394018.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -394027.906250 Penalty: 3970.496582
	Iteration 18Q: 3 clusters Score -394027.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -394036.937500 Penalty: 3970.496582
	Iteration 19Q: 3 clusters Score -394036.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -394044.562500 Penalty: 3970.496582
	Iteration 20F: 3 clusters Score -394044.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -394049.437500 Penalty: 3970.496582
	Iteration 21Q: 3 clusters Score -394049.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -394051.375000 Penalty: 3970.496582
	Iteration 22Q: 3 clusters Score -394051.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -394055.375000 Penalty: 3970.496582
	Iteration 23Q: 3 clusters Score -394055.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -394058.750000 Penalty: 3970.496582
	Iteration 24Q: 3 clusters Score -394058.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -394061.250000 Penalty: 3970.496582
	Iteration 25Q: 3 clusters Score -394061.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -394061.250000 Penalty: 3970.496582
	Iteration 26F: 3 clusters Score -394061.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (136646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136646 members 
Entering Unmasked Estep 
Score: -18915442.000000 Penalty: 2932.636963
	Iteration 0F: 2 clusters Score -1.891544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68464 members 
Mstep: Class 2 contains 68182 members 
Entering Unmasked Estep 
Score: -18825344.000000 Penalty: 5865.273926
	Iteration 0F: 3 clusters Score -1.882534e+07 nChanged 65103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69361 members 
Mstep: Class 2 contains 67285 members 
Entering Unmasked Estep 
Score: -18862714.000000 Penalty: 5865.273926
	Iteration 1F: 3 clusters Score -1.886271e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69951 members 
Mstep: Class 2 contains 66695 members 
Entering Unmasked Estep 
Score: -18863546.000000 Penalty: 5865.273926
	Iteration 2Q: 3 clusters Score -1.886355e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70822 members 
Mstep: Class 2 contains 65824 members 
Entering Unmasked Estep 
Score: -18864694.000000 Penalty: 5865.273926
	Iteration 3Q: 3 clusters Score -1.886469e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72188 members 
Mstep: Class 2 contains 64458 members 
Entering Unmasked Estep 
Score: -18866190.000000 Penalty: 5865.273926
	Iteration 4Q: 3 clusters Score -1.886619e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74140 members 
Mstep: Class 2 contains 62506 members 
Entering Unmasked Estep 
Score: -18868208.000000 Penalty: 5865.273926
	Iteration 5Q: 3 clusters Score -1.886821e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76900 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -18871322.000000 Penalty: 5865.273926
	Iteration 6Q: 3 clusters Score -1.887132e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80779 members 
Mstep: Class 2 contains 55867 members 
Entering Unmasked Estep 
Score: -18875704.000000 Penalty: 5865.273926
	Iteration 7F: 3 clusters Score -1.88757e+07 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85497 members 
Mstep: Class 2 contains 51149 members 
Entering Unmasked Estep 
Score: -18880846.000000 Penalty: 5865.273926
	Iteration 8F: 3 clusters Score -1.888085e+07 nChanged 7778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90589 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -18886210.000000 Penalty: 5865.273926
	Iteration 9F: 3 clusters Score -1.888621e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95793 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -18891202.000000 Penalty: 5865.273926
	Iteration 10F: 3 clusters Score -1.88912e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100682 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -18895198.000000 Penalty: 5865.273926
	Iteration 11Q: 3 clusters Score -1.88952e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105120 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -18898202.000000 Penalty: 5865.273926
	Iteration 12Q: 3 clusters Score -1.88982e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109109 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -18900384.000000 Penalty: 5865.273926
	Iteration 13Q: 3 clusters Score -1.890038e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112803 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -18902234.000000 Penalty: 5865.273926
	Iteration 14Q: 3 clusters Score -1.890223e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116232 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -18903970.000000 Penalty: 5865.273926
	Iteration 15Q: 3 clusters Score -1.890397e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119457 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -18905332.000000 Penalty: 5865.273926
	Iteration 16Q: 3 clusters Score -1.890533e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122364 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -18906708.000000 Penalty: 5865.273926
	Iteration 17Q: 3 clusters Score -1.890671e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125033 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -18908030.000000 Penalty: 5865.273926
	Iteration 18Q: 3 clusters Score -1.890803e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127322 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -18909078.000000 Penalty: 5865.273926
	Iteration 19Q: 3 clusters Score -1.890908e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129279 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -18910018.000000 Penalty: 5865.273926
	Iteration 20F: 3 clusters Score -1.891002e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130862 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -18910784.000000 Penalty: 5865.273926
	Iteration 21Q: 3 clusters Score -1.891078e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132062 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -18911236.000000 Penalty: 5865.273926
	Iteration 22Q: 3 clusters Score -1.891124e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132971 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -18911740.000000 Penalty: 5865.273926
	Iteration 23Q: 3 clusters Score -1.891174e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133669 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -18912068.000000 Penalty: 5865.273926
	Iteration 24Q: 3 clusters Score -1.891207e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134150 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -18912336.000000 Penalty: 5865.273926
	Iteration 25Q: 3 clusters Score -1.891234e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134505 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -18912544.000000 Penalty: 5865.273926
	Iteration 26Q: 3 clusters Score -1.891254e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134777 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -18912700.000000 Penalty: 5865.273926
	Iteration 27Q: 3 clusters Score -1.89127e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134996 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -18912814.000000 Penalty: 5865.273926
	Iteration 28Q: 3 clusters Score -1.891281e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135137 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -18912882.000000 Penalty: 5865.273926
	Iteration 29Q: 3 clusters Score -1.891288e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135232 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -18912926.000000 Penalty: 5865.273926
	Iteration 30Q: 3 clusters Score -1.891293e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135305 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -18912944.000000 Penalty: 5865.273926
	Iteration 31Q: 3 clusters Score -1.891294e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135354 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -18912982.000000 Penalty: 5865.273926
	Iteration 32Q: 3 clusters Score -1.891298e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135403 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -18913028.000000 Penalty: 5865.273926
	Iteration 33Q: 3 clusters Score -1.891303e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135445 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -18913034.000000 Penalty: 5865.273926
	Iteration 34Q: 3 clusters Score -1.891303e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135468 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -18913048.000000 Penalty: 5865.273926
	Iteration 35Q: 3 clusters Score -1.891305e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135482 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -18913060.000000 Penalty: 5865.273926
	Iteration 36Q: 3 clusters Score -1.891306e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135503 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -18913054.000000 Penalty: 5865.273926
	Iteration 37Q: 3 clusters Score -1.891305e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135518 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -18913052.000000 Penalty: 5865.273926
	Iteration 38Q: 3 clusters Score -1.891305e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135534 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -18913046.000000 Penalty: 5865.273926
	Iteration 39Q: 3 clusters Score -1.891305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135541 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -18913036.000000 Penalty: 5865.273926
	Iteration 40F: 3 clusters Score -1.891304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135542 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -18913034.000000 Penalty: 5865.273926
	Iteration 41Q: 3 clusters Score -1.891303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135543 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -18913052.000000 Penalty: 5865.273926
	Iteration 42Q: 3 clusters Score -1.891305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135546 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -18913054.000000 Penalty: 5865.273926
	Iteration 43Q: 3 clusters Score -1.891305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135547 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -18913056.000000 Penalty: 5865.273926
	Iteration 44Q: 3 clusters Score -1.891306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135547 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -18913056.000000 Penalty: 5865.273926
	Iteration 45F: 3 clusters Score -1.891306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (149370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149370 members 
Entering Unmasked Estep 
Score: -20790582.000000 Penalty: 2954.717041
	Iteration 0F: 2 clusters Score -2.079058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 74542 members 
Entering Unmasked Estep 
Score: -20696160.000000 Penalty: 5909.434082
	Iteration 0F: 3 clusters Score -2.069616e+07 nChanged 71516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77548 members 
Mstep: Class 2 contains 71822 members 
Entering Unmasked Estep 
Score: -20738078.000000 Penalty: 5909.434082
	Iteration 1F: 3 clusters Score -2.073808e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78940 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -20739770.000000 Penalty: 5909.434082
	Iteration 2Q: 3 clusters Score -2.073977e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80954 members 
Mstep: Class 2 contains 68416 members 
Entering Unmasked Estep 
Score: -20741774.000000 Penalty: 5909.434082
	Iteration 3Q: 3 clusters Score -2.074177e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83554 members 
Mstep: Class 2 contains 65816 members 
Entering Unmasked Estep 
Score: -20744676.000000 Penalty: 5909.434082
	Iteration 4Q: 3 clusters Score -2.074468e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86735 members 
Mstep: Class 2 contains 62635 members 
Entering Unmasked Estep 
Score: -20748640.000000 Penalty: 5909.434082
	Iteration 5Q: 3 clusters Score -2.074864e+07 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90304 members 
Mstep: Class 2 contains 59066 members 
Entering Unmasked Estep 
Score: -20753434.000000 Penalty: 5909.434082
	Iteration 6F: 3 clusters Score -2.075343e+07 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93900 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
Score: -20758976.000000 Penalty: 5909.434082
	Iteration 7F: 3 clusters Score -2.075898e+07 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97083 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -20764918.000000 Penalty: 5909.434082
	Iteration 8F: 3 clusters Score -2.076492e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99603 members 
Mstep: Class 2 contains 49767 members 
Entering Unmasked Estep 
Score: -20770004.000000 Penalty: 5909.434082
	Iteration 9F: 3 clusters Score -2.077e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101734 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -20773026.000000 Penalty: 5909.434082
	Iteration 10Q: 3 clusters Score -2.077303e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103687 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -20774670.000000 Penalty: 5909.434082
	Iteration 11Q: 3 clusters Score -2.077467e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105670 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -20775432.000000 Penalty: 5909.434082
	Iteration 12Q: 3 clusters Score -2.077543e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107645 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -20776136.000000 Penalty: 5909.434082
	Iteration 13Q: 3 clusters Score -2.077614e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109743 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -20776772.000000 Penalty: 5909.434082
	Iteration 14Q: 3 clusters Score -2.077677e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111915 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -20777534.000000 Penalty: 5909.434082
	Iteration 15Q: 3 clusters Score -2.077753e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114157 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -20778288.000000 Penalty: 5909.434082
	Iteration 16Q: 3 clusters Score -2.077829e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116429 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -20779086.000000 Penalty: 5909.434082
	Iteration 17Q: 3 clusters Score -2.077909e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118822 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -20779884.000000 Penalty: 5909.434082
	Iteration 18Q: 3 clusters Score -2.077988e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121328 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -20780532.000000 Penalty: 5909.434082
	Iteration 19Q: 3 clusters Score -2.078053e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123855 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -20781524.000000 Penalty: 5909.434082
	Iteration 20F: 3 clusters Score -2.078152e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126326 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -20782286.000000 Penalty: 5909.434082
	Iteration 21Q: 3 clusters Score -2.078229e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128698 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -20782960.000000 Penalty: 5909.434082
	Iteration 22Q: 3 clusters Score -2.078296e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130960 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -20783674.000000 Penalty: 5909.434082
	Iteration 23Q: 3 clusters Score -2.078367e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133061 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -20784326.000000 Penalty: 5909.434082
	Iteration 24Q: 3 clusters Score -2.078433e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134860 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -20784764.000000 Penalty: 5909.434082
	Iteration 25Q: 3 clusters Score -2.078476e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136493 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -20785030.000000 Penalty: 5909.434082
	Iteration 26Q: 3 clusters Score -2.078503e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137928 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -20785366.000000 Penalty: 5909.434082
	Iteration 27Q: 3 clusters Score -2.078537e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139194 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -20785722.000000 Penalty: 5909.434082
	Iteration 28Q: 3 clusters Score -2.078572e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140326 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -20785934.000000 Penalty: 5909.434082
	Iteration 29Q: 3 clusters Score -2.078593e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141362 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -20786276.000000 Penalty: 5909.434082
	Iteration 30Q: 3 clusters Score -2.078628e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142276 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -20786612.000000 Penalty: 5909.434082
	Iteration 31Q: 3 clusters Score -2.078661e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143047 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -20786772.000000 Penalty: 5909.434082
	Iteration 32Q: 3 clusters Score -2.078677e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143675 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -20786944.000000 Penalty: 5909.434082
	Iteration 33Q: 3 clusters Score -2.078694e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144229 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -20787156.000000 Penalty: 5909.434082
	Iteration 34Q: 3 clusters Score -2.078716e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144703 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -20787264.000000 Penalty: 5909.434082
	Iteration 35Q: 3 clusters Score -2.078726e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145121 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -20787434.000000 Penalty: 5909.434082
	Iteration 36Q: 3 clusters Score -2.078743e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145484 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -20787586.000000 Penalty: 5909.434082
	Iteration 37Q: 3 clusters Score -2.078759e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145796 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -20787638.000000 Penalty: 5909.434082
	Iteration 38Q: 3 clusters Score -2.078764e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146024 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -20787688.000000 Penalty: 5909.434082
	Iteration 39Q: 3 clusters Score -2.078769e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146219 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -20787764.000000 Penalty: 5909.434082
	Iteration 40F: 3 clusters Score -2.078776e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146394 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -20787790.000000 Penalty: 5909.434082
	Iteration 41Q: 3 clusters Score -2.078779e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146557 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -20787870.000000 Penalty: 5909.434082
	Iteration 42Q: 3 clusters Score -2.078787e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146673 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -20787930.000000 Penalty: 5909.434082
	Iteration 43Q: 3 clusters Score -2.078793e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146778 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -20787930.000000 Penalty: 5909.434082
	Iteration 44Q: 3 clusters Score -2.078793e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146869 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -20787966.000000 Penalty: 5909.434082
	Iteration 45Q: 3 clusters Score -2.078797e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146957 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -20788036.000000 Penalty: 5909.434082
	Iteration 46Q: 3 clusters Score -2.078804e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147030 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -20788010.000000 Penalty: 5909.434082
	Iteration 47Q: 3 clusters Score -2.078801e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147091 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -20788030.000000 Penalty: 5909.434082
	Iteration 48Q: 3 clusters Score -2.078803e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147147 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -20788036.000000 Penalty: 5909.434082
	Iteration 49Q: 3 clusters Score -2.078804e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147201 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -20788086.000000 Penalty: 5909.434082
	Iteration 50Q: 3 clusters Score -2.078809e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147236 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -20788098.000000 Penalty: 5909.434082
	Iteration 51Q: 3 clusters Score -2.07881e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147282 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -20788118.000000 Penalty: 5909.434082
	Iteration 52Q: 3 clusters Score -2.078812e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147328 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -20788156.000000 Penalty: 5909.434082
	Iteration 53Q: 3 clusters Score -2.078816e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147367 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -20788174.000000 Penalty: 5909.434082
	Iteration 54Q: 3 clusters Score -2.078817e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147391 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -20788188.000000 Penalty: 5909.434082
	Iteration 55Q: 3 clusters Score -2.078819e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147417 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -20788206.000000 Penalty: 5909.434082
	Iteration 56Q: 3 clusters Score -2.078821e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147449 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -20788218.000000 Penalty: 5909.434082
	Iteration 57Q: 3 clusters Score -2.078822e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147472 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -20788236.000000 Penalty: 5909.434082
	Iteration 58Q: 3 clusters Score -2.078824e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147495 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -20788218.000000 Penalty: 5909.434082
	Iteration 59Q: 3 clusters Score -2.078822e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147526 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -20788228.000000 Penalty: 5909.434082
	Iteration 60F: 3 clusters Score -2.078823e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147547 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -20788226.000000 Penalty: 5909.434082
	Iteration 61Q: 3 clusters Score -2.078823e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147568 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -20788224.000000 Penalty: 5909.434082
	Iteration 62Q: 3 clusters Score -2.078822e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147584 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -20788232.000000 Penalty: 5909.434082
	Iteration 63Q: 3 clusters Score -2.078823e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147597 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -20788222.000000 Penalty: 5909.434082
	Iteration 64Q: 3 clusters Score -2.078822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147606 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -20788206.000000 Penalty: 5909.434082
	Iteration 65Q: 3 clusters Score -2.078821e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147615 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -20788218.000000 Penalty: 5909.434082
	Iteration 66Q: 3 clusters Score -2.078822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147620 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -20788238.000000 Penalty: 5909.434082
	Iteration 67Q: 3 clusters Score -2.078824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147628 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -20788242.000000 Penalty: 5909.434082
	Iteration 68Q: 3 clusters Score -2.078824e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147642 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -20788238.000000 Penalty: 5909.434082
	Iteration 69Q: 3 clusters Score -2.078824e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147661 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -20788274.000000 Penalty: 5909.434082
	Iteration 70Q: 3 clusters Score -2.078827e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147674 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -20788264.000000 Penalty: 5909.434082
	Iteration 71Q: 3 clusters Score -2.078826e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147687 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -20788274.000000 Penalty: 5909.434082
	Iteration 72Q: 3 clusters Score -2.078827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147694 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -20788272.000000 Penalty: 5909.434082
	Iteration 73Q: 3 clusters Score -2.078827e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147707 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -20788288.000000 Penalty: 5909.434082
	Iteration 74Q: 3 clusters Score -2.078829e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147716 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -20788284.000000 Penalty: 5909.434082
	Iteration 75Q: 3 clusters Score -2.078828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147719 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -20788290.000000 Penalty: 5909.434082
	Iteration 76Q: 3 clusters Score -2.078829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147722 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -20788302.000000 Penalty: 5909.434082
	Iteration 77Q: 3 clusters Score -2.07883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147726 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -20788312.000000 Penalty: 5909.434082
	Iteration 78Q: 3 clusters Score -2.078831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147729 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -20788328.000000 Penalty: 5909.434082
	Iteration 79Q: 3 clusters Score -2.078833e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147733 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -20788332.000000 Penalty: 5909.434082
	Iteration 80F: 3 clusters Score -2.078833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147734 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -20788346.000000 Penalty: 5909.434082
	Iteration 81Q: 3 clusters Score -2.078835e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147744 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -20788330.000000 Penalty: 5909.434082
	Iteration 82Q: 3 clusters Score -2.078833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147750 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -20788330.000000 Penalty: 5909.434082
	Iteration 83Q: 3 clusters Score -2.078833e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147756 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -20788324.000000 Penalty: 5909.434082
	Iteration 84Q: 3 clusters Score -2.078832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147762 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -20788318.000000 Penalty: 5909.434082
	Iteration 85Q: 3 clusters Score -2.078832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147767 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -20788310.000000 Penalty: 5909.434082
	Iteration 86Q: 3 clusters Score -2.078831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147769 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -20788322.000000 Penalty: 5909.434082
	Iteration 87Q: 3 clusters Score -2.078832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147770 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -20788314.000000 Penalty: 5909.434082
	Iteration 88Q: 3 clusters Score -2.078831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147771 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -20788328.000000 Penalty: 5909.434082
	Iteration 89Q: 3 clusters Score -2.078833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147773 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -20788314.000000 Penalty: 5909.434082
	Iteration 90Q: 3 clusters Score -2.078831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147774 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -20788314.000000 Penalty: 5909.434082
	Iteration 91Q: 3 clusters Score -2.078831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147777 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -20788304.000000 Penalty: 5909.434082
	Iteration 92Q: 3 clusters Score -2.07883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147778 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -20788310.000000 Penalty: 5909.434082
	Iteration 93Q: 3 clusters Score -2.078831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147780 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -20788314.000000 Penalty: 5909.434082
	Iteration 94Q: 3 clusters Score -2.078831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147783 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -20788304.000000 Penalty: 5909.434082
	Iteration 95Q: 3 clusters Score -2.07883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147784 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -20788300.000000 Penalty: 5909.434082
	Iteration 96Q: 3 clusters Score -2.07883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147786 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -20788306.000000 Penalty: 5909.434082
	Iteration 97Q: 3 clusters Score -2.078831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147788 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -20788306.000000 Penalty: 5909.434082
	Iteration 98Q: 3 clusters Score -2.078831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147789 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -20788302.000000 Penalty: 5909.434082
	Iteration 99Q: 3 clusters Score -2.07883e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147789 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -20788302.000000 Penalty: 5909.434082
	Iteration 100F: 3 clusters Score -2.07883e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Entering Unmasked Estep 
Score: -4250751.000000 Penalty: 2559.333496
	Iteration 0F: 2 clusters Score -4250751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -4229961.500000 Penalty: 5118.666992
	Iteration 0F: 3 clusters Score -4229962 nChanged 13726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -4237227.500000 Penalty: 5118.666992
	Iteration 1F: 3 clusters Score -4237228 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -4237573.500000 Penalty: 5118.666992
	Iteration 2Q: 3 clusters Score -4237574 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -4237895.500000 Penalty: 5118.666992
	Iteration 3Q: 3 clusters Score -4237896 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -4238236.500000 Penalty: 5118.666992
	Iteration 4Q: 3 clusters Score -4238236 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -4238666.500000 Penalty: 5118.666992
	Iteration 5Q: 3 clusters Score -4238666 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -4239234.000000 Penalty: 5118.666992
	Iteration 6Q: 3 clusters Score -4239234 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -4240120.000000 Penalty: 5118.666992
	Iteration 7F: 3 clusters Score -4240120 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -4241419.500000 Penalty: 5118.666992
	Iteration 8F: 3 clusters Score -4241420 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -4243169.000000 Penalty: 5118.666992
	Iteration 9F: 3 clusters Score -4243169 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -4245089.000000 Penalty: 5118.666992
	Iteration 10F: 3 clusters Score -4245089 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -4246614.500000 Penalty: 5118.666992
	Iteration 11F: 3 clusters Score -4246614 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -4247508.000000 Penalty: 5118.666992
	Iteration 12Q: 3 clusters Score -4247508 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -4248001.500000 Penalty: 5118.666992
	Iteration 13Q: 3 clusters Score -4248002 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -4248231.000000 Penalty: 5118.666992
	Iteration 14Q: 3 clusters Score -4248231 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -4248352.000000 Penalty: 5118.666992
	Iteration 15Q: 3 clusters Score -4248352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -4248415.500000 Penalty: 5118.666992
	Iteration 16Q: 3 clusters Score -4248416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -4248437.000000 Penalty: 5118.666992
	Iteration 17Q: 3 clusters Score -4248437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -4248449.500000 Penalty: 5118.666992
	Iteration 18Q: 3 clusters Score -4248450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -4248457.000000 Penalty: 5118.666992
	Iteration 19Q: 3 clusters Score -4248457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -4248465.000000 Penalty: 5118.666992
	Iteration 20F: 3 clusters Score -4248465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -4248475.500000 Penalty: 5118.666992
	Iteration 21Q: 3 clusters Score -4248476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -4248477.000000 Penalty: 5118.666992
	Iteration 22Q: 3 clusters Score -4248477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -4248476.500000 Penalty: 5118.666992
	Iteration 23Q: 3 clusters Score -4248476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -4248476.500000 Penalty: 5118.666992
	Iteration 24F: 3 clusters Score -4248476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Entering Unmasked Estep 
Score: -140967.562500 Penalty: 1733.126465
	Iteration 0F: 2 clusters Score -140967.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -138976.890625 Penalty: 3466.252930
	Iteration 0F: 3 clusters Score -138976.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -139299.093750 Penalty: 3466.252930
	Iteration 1F: 3 clusters Score -139299.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -139392.703125 Penalty: 3466.252930
	Iteration 2F: 3 clusters Score -139392.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -139452.093750 Penalty: 3466.252930
	Iteration 3Q: 3 clusters Score -139452.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -139505.250000 Penalty: 3466.252930
	Iteration 4Q: 3 clusters Score -139505.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -139558.125000 Penalty: 3466.252930
	Iteration 5Q: 3 clusters Score -139558.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -139600.484375 Penalty: 3466.252930
	Iteration 6Q: 3 clusters Score -139600.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -139645.437500 Penalty: 3466.252930
	Iteration 7Q: 3 clusters Score -139645.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -139706.937500 Penalty: 3466.252930
	Iteration 8Q: 3 clusters Score -139706.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -139784.390625 Penalty: 3466.252930
	Iteration 9Q: 3 clusters Score -139784.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -139910.921875 Penalty: 3466.252930
	Iteration 10Q: 3 clusters Score -139910.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -140162.171875 Penalty: 3466.252930
	Iteration 11Q: 3 clusters Score -140162.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -140427.000000 Penalty: 3466.252930
	Iteration 12Q: 3 clusters Score -140427 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -140757.500000 Penalty: 3466.252930
	Iteration 13Q: 3 clusters Score -140757.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -141151.718750 Penalty: 3466.252930
	Iteration 14Q: 3 clusters Score -141151.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -141455.078125 Penalty: 3466.252930
	Iteration 15Q: 3 clusters Score -141455.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -141542.500000 Penalty: 3466.252930
	Iteration 16Q: 3 clusters Score -141542.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -141605.078125 Penalty: 3466.252930
	Iteration 17Q: 3 clusters Score -141605.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -141615.453125 Penalty: 3466.252930
	Iteration 18Q: 3 clusters Score -141615.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -141619.812500 Penalty: 3466.252930
	Iteration 19Q: 3 clusters Score -141619.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -141622.734375 Penalty: 3466.252930
	Iteration 20F: 3 clusters Score -141622.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -141627.765625 Penalty: 3466.252930
	Iteration 21Q: 3 clusters Score -141627.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -141634.859375 Penalty: 3466.252930
	Iteration 22Q: 3 clusters Score -141634.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -141643.359375 Penalty: 3466.252930
	Iteration 23Q: 3 clusters Score -141643.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -141645.703125 Penalty: 3466.252930
	Iteration 24Q: 3 clusters Score -141645.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -141649.328125 Penalty: 3466.252930
	Iteration 25Q: 3 clusters Score -141649.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -141651.796875 Penalty: 3466.252930
	Iteration 26Q: 3 clusters Score -141651.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -141654.515625 Penalty: 3466.252930
	Iteration 27Q: 3 clusters Score -141654.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -141664.312500 Penalty: 3466.252930
	Iteration 28Q: 3 clusters Score -141664.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -141667.531250 Penalty: 3466.252930
	Iteration 29Q: 3 clusters Score -141667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -141672.218750 Penalty: 3466.252930
	Iteration 30Q: 3 clusters Score -141672.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -141676.484375 Penalty: 3466.252930
	Iteration 31Q: 3 clusters Score -141676.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -141683.968750 Penalty: 3466.252930
	Iteration 32Q: 3 clusters Score -141684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -141693.093750 Penalty: 3466.252930
	Iteration 33Q: 3 clusters Score -141693.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -141702.109375 Penalty: 3466.252930
	Iteration 34Q: 3 clusters Score -141702.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -141708.343750 Penalty: 3466.252930
	Iteration 35Q: 3 clusters Score -141708.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -141714.828125 Penalty: 3466.252930
	Iteration 36Q: 3 clusters Score -141714.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -141725.250000 Penalty: 3466.252930
	Iteration 37Q: 3 clusters Score -141725.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -141733.734375 Penalty: 3466.252930
	Iteration 38Q: 3 clusters Score -141733.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -141757.078125 Penalty: 3466.252930
	Iteration 39Q: 3 clusters Score -141757.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -141773.734375 Penalty: 3466.252930
	Iteration 40F: 3 clusters Score -141773.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -141780.281250 Penalty: 3466.252930
	Iteration 41Q: 3 clusters Score -141780.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -141780.281250 Penalty: 3466.252930
	Iteration 42F: 3 clusters Score -141780.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23327 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 49792 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200746 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11249 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 9006 members 
Mstep: Class 16 contains 24724 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136646 members 
Mstep: Class 19 contains 149370 members 
Mstep: Class 20 contains 30330 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 36277 members 
Mstep: Class 23 contains 18003 members 
Mstep: Class 24 contains 46736 members 
Mstep: Class 25 contains 134549 members 
Mstep: Class 26 contains 45475 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Mstep: Class 29 contains 457 members 
Entering Unmasked Estep 
Score: -142942912.000000 Penalty: 99736.046875
Splitting cluster 21 changes total score from -142943792.000000 to -142942912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (36277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Entering Unmasked Estep 
Score: -5095936.000000 Penalty: 2603.737061
	Iteration 0F: 2 clusters Score -5095936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -5071355.000000 Penalty: 5207.474121
	Iteration 0F: 3 clusters Score -5071355 nChanged 16396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -5080607.500000 Penalty: 5207.474121
	Iteration 1F: 3 clusters Score -5080608 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -5081518.500000 Penalty: 5207.474121
	Iteration 2F: 3 clusters Score -5081518 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -5082513.500000 Penalty: 5207.474121
	Iteration 3F: 3 clusters Score -5082514 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -5083505.500000 Penalty: 5207.474121
	Iteration 4F: 3 clusters Score -5083506 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -5084641.000000 Penalty: 5207.474121
	Iteration 5F: 3 clusters Score -5084641 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -5085988.000000 Penalty: 5207.474121
	Iteration 6F: 3 clusters Score -5085988 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -5087432.500000 Penalty: 5207.474121
	Iteration 7F: 3 clusters Score -5087432 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -5088674.500000 Penalty: 5207.474121
	Iteration 8F: 3 clusters Score -5088674 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -5089476.000000 Penalty: 5207.474121
	Iteration 9Q: 3 clusters Score -5089476 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -5089952.000000 Penalty: 5207.474121
	Iteration 10Q: 3 clusters Score -5089952 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -5090219.000000 Penalty: 5207.474121
	Iteration 11Q: 3 clusters Score -5090219 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -5090417.500000 Penalty: 5207.474121
	Iteration 12Q: 3 clusters Score -5090418 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -5090571.500000 Penalty: 5207.474121
	Iteration 13Q: 3 clusters Score -5090572 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -5090736.500000 Penalty: 5207.474121
	Iteration 14Q: 3 clusters Score -5090736 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -5090900.000000 Penalty: 5207.474121
	Iteration 15Q: 3 clusters Score -5090900 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -5091056.000000 Penalty: 5207.474121
	Iteration 16Q: 3 clusters Score -5091056 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -5091201.500000 Penalty: 5207.474121
	Iteration 17Q: 3 clusters Score -5091202 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -5091332.500000 Penalty: 5207.474121
	Iteration 18Q: 3 clusters Score -5091332 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -5091486.000000 Penalty: 5207.474121
	Iteration 19Q: 3 clusters Score -5091486 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -5091579.000000 Penalty: 5207.474121
	Iteration 20F: 3 clusters Score -5091579 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -5091702.500000 Penalty: 5207.474121
	Iteration 21Q: 3 clusters Score -5091702 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -5091766.500000 Penalty: 5207.474121
	Iteration 22Q: 3 clusters Score -5091766 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -5091864.000000 Penalty: 5207.474121
	Iteration 23Q: 3 clusters Score -5091864 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -5091913.000000 Penalty: 5207.474121
	Iteration 24Q: 3 clusters Score -5091913 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -5091989.500000 Penalty: 5207.474121
	Iteration 25Q: 3 clusters Score -5091990 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -5092054.500000 Penalty: 5207.474121
	Iteration 26Q: 3 clusters Score -5092054 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -5092133.000000 Penalty: 5207.474121
	Iteration 27Q: 3 clusters Score -5092133 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -5092227.500000 Penalty: 5207.474121
	Iteration 28Q: 3 clusters Score -5092228 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -5092297.500000 Penalty: 5207.474121
	Iteration 29Q: 3 clusters Score -5092298 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -5092389.500000 Penalty: 5207.474121
	Iteration 30Q: 3 clusters Score -5092390 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -5092487.000000 Penalty: 5207.474121
	Iteration 31Q: 3 clusters Score -5092487 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -5092595.500000 Penalty: 5207.474121
	Iteration 32Q: 3 clusters Score -5092596 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -5092717.000000 Penalty: 5207.474121
	Iteration 33Q: 3 clusters Score -5092717 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -5092864.500000 Penalty: 5207.474121
	Iteration 34Q: 3 clusters Score -5092864 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -5093001.000000 Penalty: 5207.474121
	Iteration 35Q: 3 clusters Score -5093001 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -5093137.000000 Penalty: 5207.474121
	Iteration 36Q: 3 clusters Score -5093137 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -5093236.000000 Penalty: 5207.474121
	Iteration 37Q: 3 clusters Score -5093236 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -5093373.500000 Penalty: 5207.474121
	Iteration 38Q: 3 clusters Score -5093374 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -5093520.500000 Penalty: 5207.474121
	Iteration 39Q: 3 clusters Score -5093520 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -5093602.500000 Penalty: 5207.474121
	Iteration 40F: 3 clusters Score -5093602 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -5093713.500000 Penalty: 5207.474121
	Iteration 41Q: 3 clusters Score -5093714 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -5093837.000000 Penalty: 5207.474121
	Iteration 42Q: 3 clusters Score -5093837 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -5093947.000000 Penalty: 5207.474121
	Iteration 43Q: 3 clusters Score -5093947 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -5094062.500000 Penalty: 5207.474121
	Iteration 44Q: 3 clusters Score -5094062 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -5094180.500000 Penalty: 5207.474121
	Iteration 45Q: 3 clusters Score -5094180 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -5094289.500000 Penalty: 5207.474121
	Iteration 46Q: 3 clusters Score -5094290 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -5094357.000000 Penalty: 5207.474121
	Iteration 47Q: 3 clusters Score -5094357 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -5094426.500000 Penalty: 5207.474121
	Iteration 48Q: 3 clusters Score -5094426 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -5094493.000000 Penalty: 5207.474121
	Iteration 49Q: 3 clusters Score -5094493 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -5094561.500000 Penalty: 5207.474121
	Iteration 50Q: 3 clusters Score -5094562 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -5094644.500000 Penalty: 5207.474121
	Iteration 51Q: 3 clusters Score -5094644 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -5094704.000000 Penalty: 5207.474121
	Iteration 52Q: 3 clusters Score -5094704 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -5094743.500000 Penalty: 5207.474121
	Iteration 53Q: 3 clusters Score -5094744 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -5094802.000000 Penalty: 5207.474121
	Iteration 54Q: 3 clusters Score -5094802 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -5094836.000000 Penalty: 5207.474121
	Iteration 55Q: 3 clusters Score -5094836 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -5094860.000000 Penalty: 5207.474121
	Iteration 56Q: 3 clusters Score -5094860 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -5094883.000000 Penalty: 5207.474121
	Iteration 57Q: 3 clusters Score -5094883 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -5094898.000000 Penalty: 5207.474121
	Iteration 58Q: 3 clusters Score -5094898 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -5094931.000000 Penalty: 5207.474121
	Iteration 59Q: 3 clusters Score -5094931 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -5094965.000000 Penalty: 5207.474121
	Iteration 60F: 3 clusters Score -5094965 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -5094989.000000 Penalty: 5207.474121
	Iteration 61Q: 3 clusters Score -5094989 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -5095000.000000 Penalty: 5207.474121
	Iteration 62Q: 3 clusters Score -5095000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -5095006.000000 Penalty: 5207.474121
	Iteration 63Q: 3 clusters Score -5095006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -5095008.000000 Penalty: 5207.474121
	Iteration 64Q: 3 clusters Score -5095008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -5095020.000000 Penalty: 5207.474121
	Iteration 65Q: 3 clusters Score -5095020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -5095033.500000 Penalty: 5207.474121
	Iteration 66Q: 3 clusters Score -5095034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -5095029.500000 Penalty: 5207.474121
	Iteration 67Q: 3 clusters Score -5095030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -5095028.000000 Penalty: 5207.474121
	Iteration 68Q: 3 clusters Score -5095028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -5095029.000000 Penalty: 5207.474121
	Iteration 69Q: 3 clusters Score -5095029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -5095032.000000 Penalty: 5207.474121
	Iteration 70Q: 3 clusters Score -5095032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -5095034.500000 Penalty: 5207.474121
	Iteration 71Q: 3 clusters Score -5095034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -5095038.000000 Penalty: 5207.474121
	Iteration 72Q: 3 clusters Score -5095038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -5095029.500000 Penalty: 5207.474121
	Iteration 73Q: 3 clusters Score -5095030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -5095035.500000 Penalty: 5207.474121
	Iteration 74Q: 3 clusters Score -5095036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -5095033.000000 Penalty: 5207.474121
	Iteration 75Q: 3 clusters Score -5095033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -5095034.000000 Penalty: 5207.474121
	Iteration 76Q: 3 clusters Score -5095034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -5095040.500000 Penalty: 5207.474121
	Iteration 77Q: 3 clusters Score -5095040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -5095035.500000 Penalty: 5207.474121
	Iteration 78Q: 3 clusters Score -5095036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -5095039.000000 Penalty: 5207.474121
	Iteration 79Q: 3 clusters Score -5095039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -5095036.500000 Penalty: 5207.474121
	Iteration 80F: 3 clusters Score -5095036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -5095042.000000 Penalty: 5207.474121
	Iteration 81Q: 3 clusters Score -5095042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -5095041.500000 Penalty: 5207.474121
	Iteration 82Q: 3 clusters Score -5095042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -5095036.500000 Penalty: 5207.474121
	Iteration 83Q: 3 clusters Score -5095036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -5095038.500000 Penalty: 5207.474121
	Iteration 84Q: 3 clusters Score -5095038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -5095038.500000 Penalty: 5207.474121
	Iteration 85F: 3 clusters Score -5095038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Entering Unmasked Estep 
Score: -2450810.750000 Penalty: 2429.977051
	Iteration 0F: 2 clusters Score -2450811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2438122.000000 Penalty: 4859.954102
	Iteration 0F: 3 clusters Score -2438122 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2442490.250000 Penalty: 4859.954102
	Iteration 1F: 3 clusters Score -2442490 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2443003.250000 Penalty: 4859.954102
	Iteration 2F: 3 clusters Score -2443003 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2443374.500000 Penalty: 4859.954102
	Iteration 3F: 3 clusters Score -2443374 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2443708.500000 Penalty: 4859.954102
	Iteration 4Q: 3 clusters Score -2443708 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2444061.750000 Penalty: 4859.954102
	Iteration 5Q: 3 clusters Score -2444062 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2444417.750000 Penalty: 4859.954102
	Iteration 6Q: 3 clusters Score -2444418 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2444803.250000 Penalty: 4859.954102
	Iteration 7Q: 3 clusters Score -2444803 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2445212.500000 Penalty: 4859.954102
	Iteration 8Q: 3 clusters Score -2445212 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2445665.000000 Penalty: 4859.954102
	Iteration 9Q: 3 clusters Score -2445665 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2446213.250000 Penalty: 4859.954102
	Iteration 10Q: 3 clusters Score -2446213 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2446799.500000 Penalty: 4859.954102
	Iteration 11Q: 3 clusters Score -2446800 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2447330.250000 Penalty: 4859.954102
	Iteration 12Q: 3 clusters Score -2447330 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2447713.000000 Penalty: 4859.954102
	Iteration 13Q: 3 clusters Score -2447713 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2448008.000000 Penalty: 4859.954102
	Iteration 14Q: 3 clusters Score -2448008 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2448262.750000 Penalty: 4859.954102
	Iteration 15Q: 3 clusters Score -2448263 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2448512.000000 Penalty: 4859.954102
	Iteration 16Q: 3 clusters Score -2448512 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2448793.250000 Penalty: 4859.954102
	Iteration 17Q: 3 clusters Score -2448793 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2449015.500000 Penalty: 4859.954102
	Iteration 18Q: 3 clusters Score -2449016 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2449245.500000 Penalty: 4859.954102
	Iteration 19Q: 3 clusters Score -2449246 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2449461.750000 Penalty: 4859.954102
	Iteration 20F: 3 clusters Score -2449462 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2449640.000000 Penalty: 4859.954102
	Iteration 21Q: 3 clusters Score -2449640 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2449809.250000 Penalty: 4859.954102
	Iteration 22Q: 3 clusters Score -2449809 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2449925.750000 Penalty: 4859.954102
	Iteration 23Q: 3 clusters Score -2449926 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2449985.000000 Penalty: 4859.954102
	Iteration 24Q: 3 clusters Score -2449985 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2450025.000000 Penalty: 4859.954102
	Iteration 25Q: 3 clusters Score -2450025 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2450059.000000 Penalty: 4859.954102
	Iteration 26Q: 3 clusters Score -2450059 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2450081.750000 Penalty: 4859.954102
	Iteration 27Q: 3 clusters Score -2450082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2450115.250000 Penalty: 4859.954102
	Iteration 28Q: 3 clusters Score -2450115 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2450141.250000 Penalty: 4859.954102
	Iteration 29Q: 3 clusters Score -2450141 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2450174.500000 Penalty: 4859.954102
	Iteration 30Q: 3 clusters Score -2450174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2450206.250000 Penalty: 4859.954102
	Iteration 31Q: 3 clusters Score -2450206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2450227.000000 Penalty: 4859.954102
	Iteration 32Q: 3 clusters Score -2450227 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2450251.250000 Penalty: 4859.954102
	Iteration 33Q: 3 clusters Score -2450251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2450268.250000 Penalty: 4859.954102
	Iteration 34Q: 3 clusters Score -2450268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2450292.750000 Penalty: 4859.954102
	Iteration 35Q: 3 clusters Score -2450293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2450312.000000 Penalty: 4859.954102
	Iteration 36Q: 3 clusters Score -2450312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2450323.750000 Penalty: 4859.954102
	Iteration 37Q: 3 clusters Score -2450324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2450336.250000 Penalty: 4859.954102
	Iteration 38Q: 3 clusters Score -2450336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2450342.000000 Penalty: 4859.954102
	Iteration 39Q: 3 clusters Score -2450342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2450350.250000 Penalty: 4859.954102
	Iteration 40F: 3 clusters Score -2450350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2450361.500000 Penalty: 4859.954102
	Iteration 41Q: 3 clusters Score -2450362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2450365.500000 Penalty: 4859.954102
	Iteration 42Q: 3 clusters Score -2450366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -2450362.500000 Penalty: 4859.954102
	Iteration 43Q: 3 clusters Score -2450362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2450366.250000 Penalty: 4859.954102
	Iteration 44Q: 3 clusters Score -2450366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2450372.000000 Penalty: 4859.954102
	Iteration 45Q: 3 clusters Score -2450372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2450373.500000 Penalty: 4859.954102
	Iteration 46Q: 3 clusters Score -2450374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2450374.750000 Penalty: 4859.954102
	Iteration 47Q: 3 clusters Score -2450375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2450378.250000 Penalty: 4859.954102
	Iteration 48Q: 3 clusters Score -2450378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2450379.250000 Penalty: 4859.954102
	Iteration 49Q: 3 clusters Score -2450379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2450382.250000 Penalty: 4859.954102
	Iteration 50Q: 3 clusters Score -2450382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2450383.250000 Penalty: 4859.954102
	Iteration 51Q: 3 clusters Score -2450383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2450383.250000 Penalty: 4859.954102
	Iteration 52Q: 3 clusters Score -2450383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2450388.000000 Penalty: 4859.954102
	Iteration 53Q: 3 clusters Score -2450388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2450386.000000 Penalty: 4859.954102
	Iteration 54Q: 3 clusters Score -2450386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2450387.000000 Penalty: 4859.954102
	Iteration 55Q: 3 clusters Score -2450387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2450386.250000 Penalty: 4859.954102
	Iteration 56Q: 3 clusters Score -2450386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2450388.250000 Penalty: 4859.954102
	Iteration 57Q: 3 clusters Score -2450388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2450387.750000 Penalty: 4859.954102
	Iteration 58Q: 3 clusters Score -2450388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2450387.750000 Penalty: 4859.954102
	Iteration 59F: 3 clusters Score -2450388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (46736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Entering Unmasked Estep 
Score: -6522622.500000 Penalty: 2666.562988
	Iteration 0F: 2 clusters Score -6522622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -6491050.500000 Penalty: 5333.125977
	Iteration 0F: 3 clusters Score -6491050 nChanged 21522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -6502936.000000 Penalty: 5333.125977
	Iteration 1F: 3 clusters Score -6502936 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -6503475.000000 Penalty: 5333.125977
	Iteration 2Q: 3 clusters Score -6503475 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -6503991.500000 Penalty: 5333.125977
	Iteration 3Q: 3 clusters Score -6503992 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -6504632.500000 Penalty: 5333.125977
	Iteration 4Q: 3 clusters Score -6504632 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -6505469.000000 Penalty: 5333.125977
	Iteration 5Q: 3 clusters Score -6505469 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -6506680.500000 Penalty: 5333.125977
	Iteration 6Q: 3 clusters Score -6506680 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -6508594.500000 Penalty: 5333.125977
	Iteration 7F: 3 clusters Score -6508594 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -6511201.500000 Penalty: 5333.125977
	Iteration 8F: 3 clusters Score -6511202 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -6514239.500000 Penalty: 5333.125977
	Iteration 9F: 3 clusters Score -6514240 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -6516875.500000 Penalty: 5333.125977
	Iteration 10F: 3 clusters Score -6516876 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -6518558.000000 Penalty: 5333.125977
	Iteration 11Q: 3 clusters Score -6518558 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -6519399.000000 Penalty: 5333.125977
	Iteration 12Q: 3 clusters Score -6519399 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6519851.500000 Penalty: 5333.125977
	Iteration 13Q: 3 clusters Score -6519852 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6520058.000000 Penalty: 5333.125977
	Iteration 14Q: 3 clusters Score -6520058 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6520191.000000 Penalty: 5333.125977
	Iteration 15Q: 3 clusters Score -6520191 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6520252.500000 Penalty: 5333.125977
	Iteration 16Q: 3 clusters Score -6520252 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6520296.500000 Penalty: 5333.125977
	Iteration 17Q: 3 clusters Score -6520296 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6520339.500000 Penalty: 5333.125977
	Iteration 18Q: 3 clusters Score -6520340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6520368.500000 Penalty: 5333.125977
	Iteration 19Q: 3 clusters Score -6520368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46343 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6520383.000000 Penalty: 5333.125977
	Iteration 20F: 3 clusters Score -6520383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6520403.000000 Penalty: 5333.125977
	Iteration 21Q: 3 clusters Score -6520403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6520401.000000 Penalty: 5333.125977
	Iteration 22Q: 3 clusters Score -6520401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6520407.000000 Penalty: 5333.125977
	Iteration 23Q: 3 clusters Score -6520407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6520409.000000 Penalty: 5333.125977
	Iteration 24Q: 3 clusters Score -6520409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6520409.500000 Penalty: 5333.125977
	Iteration 25Q: 3 clusters Score -6520410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6520409.500000 Penalty: 5333.125977
	Iteration 26F: 3 clusters Score -6520410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (134549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134549 members 
Entering Unmasked Estep 
Score: -18737490.000000 Penalty: 2928.801514
	Iteration 0F: 2 clusters Score -1.873749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67419 members 
Mstep: Class 2 contains 67130 members 
Entering Unmasked Estep 
Score: -18649972.000000 Penalty: 5857.603027
	Iteration 0F: 3 clusters Score -1.864997e+07 nChanged 63970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70061 members 
Mstep: Class 2 contains 64488 members 
Entering Unmasked Estep 
Score: -18687126.000000 Penalty: 5857.603027
	Iteration 1F: 3 clusters Score -1.868713e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71735 members 
Mstep: Class 2 contains 62814 members 
Entering Unmasked Estep 
Score: -18688308.000000 Penalty: 5857.603027
	Iteration 2Q: 3 clusters Score -1.868831e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74314 members 
Mstep: Class 2 contains 60235 members 
Entering Unmasked Estep 
Score: -18690110.000000 Penalty: 5857.603027
	Iteration 3Q: 3 clusters Score -1.869011e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78041 members 
Mstep: Class 2 contains 56508 members 
Entering Unmasked Estep 
Score: -18692988.000000 Penalty: 5857.603027
	Iteration 4Q: 3 clusters Score -1.869299e+07 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83254 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -18696900.000000 Penalty: 5857.603027
	Iteration 5F: 3 clusters Score -1.86969e+07 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89997 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -18702294.000000 Penalty: 5857.603027
	Iteration 6F: 3 clusters Score -1.870229e+07 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97902 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -18708798.000000 Penalty: 5857.603027
	Iteration 7F: 3 clusters Score -1.87088e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106263 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -18716440.000000 Penalty: 5857.603027
	Iteration 8F: 3 clusters Score -1.871644e+07 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113787 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -18723520.000000 Penalty: 5857.603027
	Iteration 9F: 3 clusters Score -1.872352e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119103 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -18728370.000000 Penalty: 5857.603027
	Iteration 10Q: 3 clusters Score -1.872837e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122320 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -18730816.000000 Penalty: 5857.603027
	Iteration 11Q: 3 clusters Score -1.873082e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124378 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -18732268.000000 Penalty: 5857.603027
	Iteration 12Q: 3 clusters Score -1.873227e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125899 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -18733102.000000 Penalty: 5857.603027
	Iteration 13Q: 3 clusters Score -1.87331e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127005 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -18733696.000000 Penalty: 5857.603027
	Iteration 14Q: 3 clusters Score -1.87337e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127891 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -18734102.000000 Penalty: 5857.603027
	Iteration 15Q: 3 clusters Score -1.87341e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128640 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -18734424.000000 Penalty: 5857.603027
	Iteration 16Q: 3 clusters Score -1.873442e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129271 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -18734708.000000 Penalty: 5857.603027
	Iteration 17Q: 3 clusters Score -1.873471e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129785 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -18734838.000000 Penalty: 5857.603027
	Iteration 18Q: 3 clusters Score -1.873484e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130199 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -18734992.000000 Penalty: 5857.603027
	Iteration 19Q: 3 clusters Score -1.873499e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130574 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -18735144.000000 Penalty: 5857.603027
	Iteration 20F: 3 clusters Score -1.873514e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130885 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -18735264.000000 Penalty: 5857.603027
	Iteration 21Q: 3 clusters Score -1.873526e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131153 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -18735340.000000 Penalty: 5857.603027
	Iteration 22Q: 3 clusters Score -1.873534e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131376 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -18735406.000000 Penalty: 5857.603027
	Iteration 23Q: 3 clusters Score -1.873541e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131557 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -18735480.000000 Penalty: 5857.603027
	Iteration 24Q: 3 clusters Score -1.873548e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131729 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -18735540.000000 Penalty: 5857.603027
	Iteration 25Q: 3 clusters Score -1.873554e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131868 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -18735616.000000 Penalty: 5857.603027
	Iteration 26Q: 3 clusters Score -1.873562e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132000 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -18735644.000000 Penalty: 5857.603027
	Iteration 27Q: 3 clusters Score -1.873564e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132102 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -18735690.000000 Penalty: 5857.603027
	Iteration 28Q: 3 clusters Score -1.873569e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132186 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -18735750.000000 Penalty: 5857.603027
	Iteration 29Q: 3 clusters Score -1.873575e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132264 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -18735778.000000 Penalty: 5857.603027
	Iteration 30Q: 3 clusters Score -1.873578e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132329 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -18735802.000000 Penalty: 5857.603027
	Iteration 31Q: 3 clusters Score -1.87358e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132385 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -18735836.000000 Penalty: 5857.603027
	Iteration 32Q: 3 clusters Score -1.873584e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132425 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -18735856.000000 Penalty: 5857.603027
	Iteration 33Q: 3 clusters Score -1.873586e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132453 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -18735842.000000 Penalty: 5857.603027
	Iteration 34Q: 3 clusters Score -1.873584e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132482 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -18735852.000000 Penalty: 5857.603027
	Iteration 35Q: 3 clusters Score -1.873585e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132513 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -18735892.000000 Penalty: 5857.603027
	Iteration 36Q: 3 clusters Score -1.873589e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132544 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -18735924.000000 Penalty: 5857.603027
	Iteration 37Q: 3 clusters Score -1.873592e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132561 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -18735922.000000 Penalty: 5857.603027
	Iteration 38Q: 3 clusters Score -1.873592e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132578 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -18735932.000000 Penalty: 5857.603027
	Iteration 39Q: 3 clusters Score -1.873593e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132601 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -18735938.000000 Penalty: 5857.603027
	Iteration 40F: 3 clusters Score -1.873594e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132626 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -18735934.000000 Penalty: 5857.603027
	Iteration 41Q: 3 clusters Score -1.873593e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132651 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -18735948.000000 Penalty: 5857.603027
	Iteration 42Q: 3 clusters Score -1.873595e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132685 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -18735964.000000 Penalty: 5857.603027
	Iteration 43Q: 3 clusters Score -1.873596e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132716 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -18735966.000000 Penalty: 5857.603027
	Iteration 44Q: 3 clusters Score -1.873597e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132738 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -18735978.000000 Penalty: 5857.603027
	Iteration 45Q: 3 clusters Score -1.873598e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132761 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -18735986.000000 Penalty: 5857.603027
	Iteration 46Q: 3 clusters Score -1.873599e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132774 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -18735992.000000 Penalty: 5857.603027
	Iteration 47Q: 3 clusters Score -1.873599e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132792 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -18735980.000000 Penalty: 5857.603027
	Iteration 48Q: 3 clusters Score -1.873598e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132816 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -18735994.000000 Penalty: 5857.603027
	Iteration 49Q: 3 clusters Score -1.873599e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132833 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -18735964.000000 Penalty: 5857.603027
	Iteration 50Q: 3 clusters Score -1.873596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132847 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -18735980.000000 Penalty: 5857.603027
	Iteration 51Q: 3 clusters Score -1.873598e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132862 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -18735972.000000 Penalty: 5857.603027
	Iteration 52Q: 3 clusters Score -1.873597e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132878 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -18736002.000000 Penalty: 5857.603027
	Iteration 53Q: 3 clusters Score -1.8736e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132900 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -18736038.000000 Penalty: 5857.603027
	Iteration 54Q: 3 clusters Score -1.873604e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132922 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -18736024.000000 Penalty: 5857.603027
	Iteration 55Q: 3 clusters Score -1.873602e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132941 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -18736042.000000 Penalty: 5857.603027
	Iteration 56Q: 3 clusters Score -1.873604e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132962 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -18736040.000000 Penalty: 5857.603027
	Iteration 57Q: 3 clusters Score -1.873604e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132981 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -18736040.000000 Penalty: 5857.603027
	Iteration 58Q: 3 clusters Score -1.873604e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132992 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -18736036.000000 Penalty: 5857.603027
	Iteration 59Q: 3 clusters Score -1.873604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133003 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -18736040.000000 Penalty: 5857.603027
	Iteration 60F: 3 clusters Score -1.873604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133010 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -18736032.000000 Penalty: 5857.603027
	Iteration 61Q: 3 clusters Score -1.873603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133017 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -18736048.000000 Penalty: 5857.603027
	Iteration 62Q: 3 clusters Score -1.873605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133020 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -18736054.000000 Penalty: 5857.603027
	Iteration 63Q: 3 clusters Score -1.873605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133021 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -18736046.000000 Penalty: 5857.603027
	Iteration 64Q: 3 clusters Score -1.873605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133022 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -18736048.000000 Penalty: 5857.603027
	Iteration 65Q: 3 clusters Score -1.873605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133024 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -18736042.000000 Penalty: 5857.603027
	Iteration 66Q: 3 clusters Score -1.873604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133027 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -18736038.000000 Penalty: 5857.603027
	Iteration 67Q: 3 clusters Score -1.873604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133031 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -18736052.000000 Penalty: 5857.603027
	Iteration 68Q: 3 clusters Score -1.873605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133036 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -18736046.000000 Penalty: 5857.603027
	Iteration 69Q: 3 clusters Score -1.873605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133038 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -18736026.000000 Penalty: 5857.603027
	Iteration 70Q: 3 clusters Score -1.873603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133046 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -18736052.000000 Penalty: 5857.603027
	Iteration 71Q: 3 clusters Score -1.873605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133049 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -18736048.000000 Penalty: 5857.603027
	Iteration 72Q: 3 clusters Score -1.873605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133056 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -18736054.000000 Penalty: 5857.603027
	Iteration 73Q: 3 clusters Score -1.873605e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133072 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -18736078.000000 Penalty: 5857.603027
	Iteration 74Q: 3 clusters Score -1.873608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133083 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -18736088.000000 Penalty: 5857.603027
	Iteration 75Q: 3 clusters Score -1.873609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133093 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -18736082.000000 Penalty: 5857.603027
	Iteration 76Q: 3 clusters Score -1.873608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133102 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -18736094.000000 Penalty: 5857.603027
	Iteration 77Q: 3 clusters Score -1.873609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133108 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -18736100.000000 Penalty: 5857.603027
	Iteration 78Q: 3 clusters Score -1.87361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133115 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -18736092.000000 Penalty: 5857.603027
	Iteration 79Q: 3 clusters Score -1.873609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133121 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -18736106.000000 Penalty: 5857.603027
	Iteration 80F: 3 clusters Score -1.873611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133124 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -18736102.000000 Penalty: 5857.603027
	Iteration 81Q: 3 clusters Score -1.87361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133129 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -18736092.000000 Penalty: 5857.603027
	Iteration 82Q: 3 clusters Score -1.873609e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133137 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -18736090.000000 Penalty: 5857.603027
	Iteration 83Q: 3 clusters Score -1.873609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133141 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -18736100.000000 Penalty: 5857.603027
	Iteration 84Q: 3 clusters Score -1.87361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133150 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -18736108.000000 Penalty: 5857.603027
	Iteration 85Q: 3 clusters Score -1.873611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133159 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -18736108.000000 Penalty: 5857.603027
	Iteration 86Q: 3 clusters Score -1.873611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133167 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -18736114.000000 Penalty: 5857.603027
	Iteration 87Q: 3 clusters Score -1.873611e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133176 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -18736108.000000 Penalty: 5857.603027
	Iteration 88Q: 3 clusters Score -1.873611e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133185 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -18736118.000000 Penalty: 5857.603027
	Iteration 89Q: 3 clusters Score -1.873612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133191 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -18736114.000000 Penalty: 5857.603027
	Iteration 90Q: 3 clusters Score -1.873611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133197 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -18736106.000000 Penalty: 5857.603027
	Iteration 91Q: 3 clusters Score -1.873611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133204 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -18736112.000000 Penalty: 5857.603027
	Iteration 92Q: 3 clusters Score -1.873611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133212 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -18736106.000000 Penalty: 5857.603027
	Iteration 93Q: 3 clusters Score -1.873611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133219 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -18736102.000000 Penalty: 5857.603027
	Iteration 94Q: 3 clusters Score -1.87361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133225 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -18736108.000000 Penalty: 5857.603027
	Iteration 95Q: 3 clusters Score -1.873611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133231 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -18736108.000000 Penalty: 5857.603027
	Iteration 96Q: 3 clusters Score -1.873611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133234 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -18736112.000000 Penalty: 5857.603027
	Iteration 97Q: 3 clusters Score -1.873611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133236 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -18736118.000000 Penalty: 5857.603027
	Iteration 98Q: 3 clusters Score -1.873612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133236 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -18736118.000000 Penalty: 5857.603027
	Iteration 99F: 3 clusters Score -1.873612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (45475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Entering Unmasked Estep 
Score: -6162896.000000 Penalty: 2659.779785
	Iteration 0F: 2 clusters Score -6162896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -6132142.000000 Penalty: 5319.559570
	Iteration 0F: 3 clusters Score -6132142 nChanged 20972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -6143600.000000 Penalty: 5319.559570
	Iteration 1F: 3 clusters Score -6143600 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -6144092.000000 Penalty: 5319.559570
	Iteration 2Q: 3 clusters Score -6144092 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -6144574.500000 Penalty: 5319.559570
	Iteration 3Q: 3 clusters Score -6144574 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -6145123.500000 Penalty: 5319.559570
	Iteration 4Q: 3 clusters Score -6145124 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -6145847.000000 Penalty: 5319.559570
	Iteration 5Q: 3 clusters Score -6145847 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -6146912.500000 Penalty: 5319.559570
	Iteration 6Q: 3 clusters Score -6146912 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -6148327.000000 Penalty: 5319.559570
	Iteration 7F: 3 clusters Score -6148327 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -6150158.500000 Penalty: 5319.559570
	Iteration 8F: 3 clusters Score -6150158 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -6152323.000000 Penalty: 5319.559570
	Iteration 9F: 3 clusters Score -6152323 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -6154371.500000 Penalty: 5319.559570
	Iteration 10F: 3 clusters Score -6154372 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -6156196.000000 Penalty: 5319.559570
	Iteration 11F: 3 clusters Score -6156196 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -6157926.500000 Penalty: 5319.559570
	Iteration 12Q: 3 clusters Score -6157926 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -6159316.500000 Penalty: 5319.559570
	Iteration 13Q: 3 clusters Score -6159316 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -6160116.000000 Penalty: 5319.559570
	Iteration 14Q: 3 clusters Score -6160116 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -6160502.000000 Penalty: 5319.559570
	Iteration 15Q: 3 clusters Score -6160502 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -6160686.000000 Penalty: 5319.559570
	Iteration 16Q: 3 clusters Score -6160686 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -6160774.000000 Penalty: 5319.559570
	Iteration 17Q: 3 clusters Score -6160774 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -6160816.500000 Penalty: 5319.559570
	Iteration 18Q: 3 clusters Score -6160816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -6160847.000000 Penalty: 5319.559570
	Iteration 19Q: 3 clusters Score -6160847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -6160879.500000 Penalty: 5319.559570
	Iteration 20F: 3 clusters Score -6160880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -6160893.500000 Penalty: 5319.559570
	Iteration 21Q: 3 clusters Score -6160894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -6160895.000000 Penalty: 5319.559570
	Iteration 22Q: 3 clusters Score -6160895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -6160902.000000 Penalty: 5319.559570
	Iteration 23Q: 3 clusters Score -6160902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -6160908.000000 Penalty: 5319.559570
	Iteration 24Q: 3 clusters Score -6160908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -6160908.000000 Penalty: 5319.559570
	Iteration 25Q: 3 clusters Score -6160908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -6160914.000000 Penalty: 5319.559570
	Iteration 26Q: 3 clusters Score -6160914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -6160920.000000 Penalty: 5319.559570
	Iteration 27Q: 3 clusters Score -6160920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -6160914.000000 Penalty: 5319.559570
	Iteration 28Q: 3 clusters Score -6160914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -6160917.500000 Penalty: 5319.559570
	Iteration 29Q: 3 clusters Score -6160918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -6160921.000000 Penalty: 5319.559570
	Iteration 30Q: 3 clusters Score -6160921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -6160921.000000 Penalty: 5319.559570
	Iteration 31F: 3 clusters Score -6160921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -93831.609375 Penalty: 1643.425903
	Iteration 0F: 2 clusters Score -93831.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -92167.757812 Penalty: 3286.851807
	Iteration 0F: 3 clusters Score -92167.76 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -92530.437500 Penalty: 3286.851807
	Iteration 1F: 3 clusters Score -92530.44 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -92882.710938 Penalty: 3286.851807
	Iteration 2F: 3 clusters Score -92882.71 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -93155.523438 Penalty: 3286.851807
	Iteration 3F: 3 clusters Score -93155.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -93404.437500 Penalty: 3286.851807
	Iteration 4F: 3 clusters Score -93404.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -93576.429688 Penalty: 3286.851807
	Iteration 5Q: 3 clusters Score -93576.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -93668.828125 Penalty: 3286.851807
	Iteration 6Q: 3 clusters Score -93668.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -93718.609375 Penalty: 3286.851807
	Iteration 7Q: 3 clusters Score -93718.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -93823.656250 Penalty: 3286.851807
	Iteration 8Q: 3 clusters Score -93823.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -93913.937500 Penalty: 3286.851807
	Iteration 9Q: 3 clusters Score -93913.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -93935.929688 Penalty: 3286.851807
	Iteration 10Q: 3 clusters Score -93935.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -93937.968750 Penalty: 3286.851807
	Iteration 11Q: 3 clusters Score -93937.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -93937.968750 Penalty: 3286.851807
	Iteration 12F: 3 clusters Score -93937.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23327 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 49792 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200746 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11249 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 9006 members 
Mstep: Class 16 contains 24724 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136646 members 
Mstep: Class 19 contains 149370 members 
Mstep: Class 20 contains 30330 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36277 members 
Mstep: Class 23 contains 18003 members 
Mstep: Class 24 contains 46736 members 
Mstep: Class 25 contains 134549 members 
Mstep: Class 26 contains 45475 members 
Mstep: Class 27 contains 239 members 
Mstep: Class 28 contains 1039 members 
Mstep: Class 29 contains 516 members 
Entering Unmasked Estep 
Score: -142942368.000000 Penalty: 99736.046875
Splitting cluster 27 changes total score from -142943792.000000 to -142942368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (1039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Entering Unmasked Estep 
Score: -132407.578125 Penalty: 1722.611450
	Iteration 0F: 2 clusters Score -132407.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -130437.007812 Penalty: 3445.222900
	Iteration 0F: 3 clusters Score -130437 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -130756.851562 Penalty: 3445.222900
	Iteration 1F: 3 clusters Score -130756.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -130900.281250 Penalty: 3445.222900
	Iteration 2F: 3 clusters Score -130900.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -131039.523438 Penalty: 3445.222900
	Iteration 3F: 3 clusters Score -131039.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -131275.843750 Penalty: 3445.222900
	Iteration 4F: 3 clusters Score -131275.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -131607.734375 Penalty: 3445.222900
	Iteration 5F: 3 clusters Score -131607.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -131887.312500 Penalty: 3445.222900
	Iteration 6F: 3 clusters Score -131887.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -132156.750000 Penalty: 3445.222900
	Iteration 7F: 3 clusters Score -132156.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -132307.796875 Penalty: 3445.222900
	Iteration 8Q: 3 clusters Score -132307.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -132339.984375 Penalty: 3445.222900
	Iteration 9Q: 3 clusters Score -132340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -132355.468750 Penalty: 3445.222900
	Iteration 10Q: 3 clusters Score -132355.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -132361.062500 Penalty: 3445.222900
	Iteration 11Q: 3 clusters Score -132361.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -132365.703125 Penalty: 3445.222900
	Iteration 12Q: 3 clusters Score -132365.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -132368.593750 Penalty: 3445.222900
	Iteration 13Q: 3 clusters Score -132368.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -132369.515625 Penalty: 3445.222900
	Iteration 14Q: 3 clusters Score -132369.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -132371.093750 Penalty: 3445.222900
	Iteration 15Q: 3 clusters Score -132371.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -132372.218750 Penalty: 3445.222900
	Iteration 16Q: 3 clusters Score -132372.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -132382.484375 Penalty: 3445.222900
	Iteration 17Q: 3 clusters Score -132382.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -132393.156250 Penalty: 3445.222900
	Iteration 18Q: 3 clusters Score -132393.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -132394.171875 Penalty: 3445.222900
	Iteration 19Q: 3 clusters Score -132394.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -132394.171875 Penalty: 3445.222900
	Iteration 20F: 3 clusters Score -132394.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23327 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 49792 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200746 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11249 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 9006 members 
Mstep: Class 16 contains 24724 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136646 members 
Mstep: Class 19 contains 149370 members 
Mstep: Class 20 contains 30330 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36277 members 
Mstep: Class 23 contains 18003 members 
Mstep: Class 24 contains 46736 members 
Mstep: Class 25 contains 134549 members 
Mstep: Class 26 contains 45475 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943872.000000 Penalty: 96296.875000
Iteration 199Q: 29 clusters Score -1.429439e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23327 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 49790 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200753 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11243 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9006 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136649 members 
Mstep: Class 19 contains 149369 members 
Mstep: Class 20 contains 30331 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36275 members 
Mstep: Class 23 contains 18003 members 
Mstep: Class 24 contains 46738 members 
Mstep: Class 25 contains 134553 members 
Mstep: Class 26 contains 45471 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943840.000000 Penalty: 96296.875000
Iteration 200F: 29 clusters Score -1.429438e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23327 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 49790 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200776 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11229 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9006 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136654 members 
Mstep: Class 19 contains 149357 members 
Mstep: Class 20 contains 30332 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36275 members 
Mstep: Class 23 contains 18003 members 
Mstep: Class 24 contains 46737 members 
Mstep: Class 25 contains 134558 members 
Mstep: Class 26 contains 45467 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943936.000000 Penalty: 96296.875000
Iteration 201Q: 29 clusters Score -1.429439e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23328 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 49789 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200799 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11214 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9007 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136654 members 
Mstep: Class 19 contains 149352 members 
Mstep: Class 20 contains 30333 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36278 members 
Mstep: Class 23 contains 18002 members 
Mstep: Class 24 contains 46738 members 
Mstep: Class 25 contains 134555 members 
Mstep: Class 26 contains 45462 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943856.000000 Penalty: 96296.875000
Iteration 202Q: 29 clusters Score -1.429439e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55677 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23328 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 49789 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200820 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11196 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9007 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136647 members 
Mstep: Class 19 contains 149359 members 
Mstep: Class 20 contains 30332 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36278 members 
Mstep: Class 23 contains 18002 members 
Mstep: Class 24 contains 46737 members 
Mstep: Class 25 contains 134559 members 
Mstep: Class 26 contains 45458 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943776.000000 Penalty: 96296.875000
Iteration 203Q: 29 clusters Score -1.429438e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23327 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 49787 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200837 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11187 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9007 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136643 members 
Mstep: Class 19 contains 149358 members 
Mstep: Class 20 contains 30331 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36280 members 
Mstep: Class 23 contains 18001 members 
Mstep: Class 24 contains 46736 members 
Mstep: Class 25 contains 134566 members 
Mstep: Class 26 contains 45454 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943792.000000 Penalty: 96296.875000
Iteration 204Q: 29 clusters Score -1.429438e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55672 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23327 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 49787 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200851 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11179 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9007 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136639 members 
Mstep: Class 19 contains 149353 members 
Mstep: Class 20 contains 30331 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36281 members 
Mstep: Class 23 contains 18000 members 
Mstep: Class 24 contains 46736 members 
Mstep: Class 25 contains 134576 members 
Mstep: Class 26 contains 45449 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943728.000000 Penalty: 96296.875000
Iteration 205Q: 29 clusters Score -1.429437e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23325 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200859 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11178 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9007 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136638 members 
Mstep: Class 19 contains 149346 members 
Mstep: Class 20 contains 30332 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36280 members 
Mstep: Class 23 contains 18000 members 
Mstep: Class 24 contains 46734 members 
Mstep: Class 25 contains 134586 members 
Mstep: Class 26 contains 45445 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943840.000000 Penalty: 96296.875000
Iteration 206Q: 29 clusters Score -1.429438e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23325 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200863 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11180 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9007 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136634 members 
Mstep: Class 19 contains 149343 members 
Mstep: Class 20 contains 30336 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36280 members 
Mstep: Class 23 contains 18000 members 
Mstep: Class 24 contains 46733 members 
Mstep: Class 25 contains 134587 members 
Mstep: Class 26 contains 45445 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943856.000000 Penalty: 96296.875000
Iteration 207Q: 29 clusters Score -1.429439e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23327 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200867 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11177 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9007 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136635 members 
Mstep: Class 19 contains 149340 members 
Mstep: Class 20 contains 30339 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36280 members 
Mstep: Class 23 contains 18000 members 
Mstep: Class 24 contains 46732 members 
Mstep: Class 25 contains 134590 members 
Mstep: Class 26 contains 45439 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943824.000000 Penalty: 96296.875000
Iteration 208Q: 29 clusters Score -1.429438e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55663 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23325 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 49787 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200880 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11174 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9007 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136633 members 
Mstep: Class 19 contains 149339 members 
Mstep: Class 20 contains 30341 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36282 members 
Mstep: Class 23 contains 18000 members 
Mstep: Class 24 contains 46732 members 
Mstep: Class 25 contains 134586 members 
Mstep: Class 26 contains 45438 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943776.000000 Penalty: 96296.875000
Iteration 209Q: 29 clusters Score -1.429438e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23321 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 49787 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200893 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11172 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9007 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136633 members 
Mstep: Class 19 contains 149335 members 
Mstep: Class 20 contains 30341 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36282 members 
Mstep: Class 23 contains 18001 members 
Mstep: Class 24 contains 46730 members 
Mstep: Class 25 contains 134582 members 
Mstep: Class 26 contains 45437 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943840.000000 Penalty: 96296.875000
Iteration 210Q: 29 clusters Score -1.429438e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23320 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200902 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11171 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9007 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136631 members 
Mstep: Class 19 contains 149333 members 
Mstep: Class 20 contains 30340 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36283 members 
Mstep: Class 23 contains 18001 members 
Mstep: Class 24 contains 46727 members 
Mstep: Class 25 contains 134579 members 
Mstep: Class 26 contains 45435 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943760.000000 Penalty: 96296.875000
Iteration 211Q: 29 clusters Score -1.429438e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23320 members 
Mstep: Class 4 contains 14401 members 
Mstep: Class 5 contains 49789 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200899 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11168 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9009 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136638 members 
Mstep: Class 19 contains 149333 members 
Mstep: Class 20 contains 30340 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36283 members 
Mstep: Class 23 contains 18001 members 
Mstep: Class 24 contains 46727 members 
Mstep: Class 25 contains 134576 members 
Mstep: Class 26 contains 45434 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943760.000000 Penalty: 96296.875000
Iteration 212Q: 29 clusters Score -1.429438e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23322 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49789 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200906 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11164 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9010 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136635 members 
Mstep: Class 19 contains 149334 members 
Mstep: Class 20 contains 30339 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36283 members 
Mstep: Class 23 contains 18001 members 
Mstep: Class 24 contains 46728 members 
Mstep: Class 25 contains 134574 members 
Mstep: Class 26 contains 45432 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943696.000000 Penalty: 96296.875000
Iteration 213Q: 29 clusters Score -1.429437e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23322 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49789 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200906 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11163 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9016 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136632 members 
Mstep: Class 19 contains 149331 members 
Mstep: Class 20 contains 30344 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36281 members 
Mstep: Class 23 contains 18001 members 
Mstep: Class 24 contains 46729 members 
Mstep: Class 25 contains 134573 members 
Mstep: Class 26 contains 45431 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943776.000000 Penalty: 96296.875000
Iteration 214Q: 29 clusters Score -1.429438e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23322 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49789 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200908 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11160 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9023 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136629 members 
Mstep: Class 19 contains 149330 members 
Mstep: Class 20 contains 30345 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36281 members 
Mstep: Class 23 contains 18001 members 
Mstep: Class 24 contains 46729 members 
Mstep: Class 25 contains 134568 members 
Mstep: Class 26 contains 45433 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943776.000000 Penalty: 96296.875000
Iteration 215Q: 29 clusters Score -1.429438e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55663 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23323 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49789 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200917 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7260 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11158 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9027 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136626 members 
Mstep: Class 19 contains 149331 members 
Mstep: Class 20 contains 30343 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36283 members 
Mstep: Class 23 contains 18001 members 
Mstep: Class 24 contains 46730 members 
Mstep: Class 25 contains 134568 members 
Mstep: Class 26 contains 45429 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943776.000000 Penalty: 96296.875000
Iteration 216Q: 29 clusters Score -1.429438e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55660 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23324 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49789 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200924 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7260 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11157 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136621 members 
Mstep: Class 19 contains 149332 members 
Mstep: Class 20 contains 30343 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36283 members 
Mstep: Class 23 contains 18001 members 
Mstep: Class 24 contains 46731 members 
Mstep: Class 25 contains 134567 members 
Mstep: Class 26 contains 45425 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943728.000000 Penalty: 96296.875000
Iteration 217Q: 29 clusters Score -1.429437e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55659 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23322 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49790 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200927 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7260 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11155 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9033 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136620 members 
Mstep: Class 19 contains 149336 members 
Mstep: Class 20 contains 30344 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36282 members 
Mstep: Class 23 contains 18001 members 
Mstep: Class 24 contains 46731 members 
Mstep: Class 25 contains 134572 members 
Mstep: Class 26 contains 45416 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943696.000000 Penalty: 96296.875000
Iteration 218Q: 29 clusters Score -1.429437e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55653 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23320 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49790 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200933 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7260 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11150 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9033 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136621 members 
Mstep: Class 19 contains 149342 members 
Mstep: Class 20 contains 30345 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36282 members 
Mstep: Class 23 contains 18000 members 
Mstep: Class 24 contains 46730 members 
Mstep: Class 25 contains 134575 members 
Mstep: Class 26 contains 45414 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943696.000000 Penalty: 96296.875000
Iteration 219Q: 29 clusters Score -1.429437e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55653 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23319 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49789 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200933 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7260 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11141 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9033 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136621 members 
Mstep: Class 19 contains 149354 members 
Mstep: Class 20 contains 30346 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36283 members 
Mstep: Class 23 contains 18001 members 
Mstep: Class 24 contains 46730 members 
Mstep: Class 25 contains 134574 members 
Mstep: Class 26 contains 45411 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943696.000000 Penalty: 96296.875000
Iteration 220F: 29 clusters Score -1.429437e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55654 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23321 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49790 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200935 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7260 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11132 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9033 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136616 members 
Mstep: Class 19 contains 149357 members 
Mstep: Class 20 contains 30349 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36283 members 
Mstep: Class 23 contains 18003 members 
Mstep: Class 24 contains 46730 members 
Mstep: Class 25 contains 134577 members 
Mstep: Class 26 contains 45408 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943600.000000 Penalty: 96296.875000
Iteration 221Q: 29 clusters Score -1.429436e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55656 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23321 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49790 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200941 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7260 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11128 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9034 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136600 members 
Mstep: Class 19 contains 149358 members 
Mstep: Class 20 contains 30351 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36286 members 
Mstep: Class 23 contains 18005 members 
Mstep: Class 24 contains 46728 members 
Mstep: Class 25 contains 134582 members 
Mstep: Class 26 contains 45408 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943600.000000 Penalty: 96296.875000
Iteration 222Q: 29 clusters Score -1.429436e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23321 members 
Mstep: Class 4 contains 14403 members 
Mstep: Class 5 contains 49790 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200938 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7259 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11122 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9035 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136593 members 
Mstep: Class 19 contains 149366 members 
Mstep: Class 20 contains 30354 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36286 members 
Mstep: Class 23 contains 18006 members 
Mstep: Class 24 contains 46725 members 
Mstep: Class 25 contains 134589 members 
Mstep: Class 26 contains 45404 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943696.000000 Penalty: 96296.875000
Iteration 223Q: 29 clusters Score -1.429437e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23319 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49789 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200949 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7259 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11120 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9036 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136591 members 
Mstep: Class 19 contains 149363 members 
Mstep: Class 20 contains 30354 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36285 members 
Mstep: Class 23 contains 18006 members 
Mstep: Class 24 contains 46724 members 
Mstep: Class 25 contains 134598 members 
Mstep: Class 26 contains 45398 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943680.000000 Penalty: 96296.875000
Iteration 224Q: 29 clusters Score -1.429437e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23317 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49789 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200964 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7258 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11113 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9038 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136585 members 
Mstep: Class 19 contains 149363 members 
Mstep: Class 20 contains 30355 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36285 members 
Mstep: Class 23 contains 18006 members 
Mstep: Class 24 contains 46724 members 
Mstep: Class 25 contains 134603 members 
Mstep: Class 26 contains 45391 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943680.000000 Penalty: 96296.875000
Iteration 225Q: 29 clusters Score -1.429437e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23317 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200971 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7257 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11104 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9040 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136584 members 
Mstep: Class 19 contains 149370 members 
Mstep: Class 20 contains 30355 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36285 members 
Mstep: Class 23 contains 18006 members 
Mstep: Class 24 contains 46724 members 
Mstep: Class 25 contains 134605 members 
Mstep: Class 26 contains 45383 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943648.000000 Penalty: 96296.875000
Iteration 226Q: 29 clusters Score -1.429436e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55657 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23319 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200971 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7254 members 
Mstep: Class 12 contains 5979 members 
Mstep: Class 13 contains 11098 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9046 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136579 members 
Mstep: Class 19 contains 149379 members 
Mstep: Class 20 contains 30355 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36286 members 
Mstep: Class 23 contains 18006 members 
Mstep: Class 24 contains 46725 members 
Mstep: Class 25 contains 134610 members 
Mstep: Class 26 contains 45373 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943664.000000 Penalty: 96296.875000
Iteration 227Q: 29 clusters Score -1.429437e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 23318 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200974 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7251 members 
Mstep: Class 12 contains 5979 members 
Mstep: Class 13 contains 11098 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9048 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136587 members 
Mstep: Class 19 contains 149384 members 
Mstep: Class 20 contains 30356 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36285 members 
Mstep: Class 23 contains 18007 members 
Mstep: Class 24 contains 46722 members 
Mstep: Class 25 contains 134610 members 
Mstep: Class 26 contains 45366 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943696.000000 Penalty: 96296.875000
Iteration 228Q: 29 clusters Score -1.429437e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23317 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200974 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 7250 members 
Mstep: Class 12 contains 5979 members 
Mstep: Class 13 contains 11094 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9049 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136592 members 
Mstep: Class 19 contains 149382 members 
Mstep: Class 20 contains 30356 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36285 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 46725 members 
Mstep: Class 25 contains 134613 members 
Mstep: Class 26 contains 45362 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943728.000000 Penalty: 96296.875000
Iteration 229Q: 29 clusters Score -1.429437e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55651 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23317 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200973 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7250 members 
Mstep: Class 12 contains 5979 members 
Mstep: Class 13 contains 11088 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9052 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136591 members 
Mstep: Class 19 contains 149385 members 
Mstep: Class 20 contains 30358 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36286 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 46727 members 
Mstep: Class 25 contains 134614 members 
Mstep: Class 26 contains 45360 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943696.000000 Penalty: 96296.875000
Iteration 230Q: 29 clusters Score -1.429437e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55650 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23317 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200977 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7249 members 
Mstep: Class 12 contains 5979 members 
Mstep: Class 13 contains 11082 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9055 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136592 members 
Mstep: Class 19 contains 149388 members 
Mstep: Class 20 contains 30360 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36284 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 46730 members 
Mstep: Class 25 contains 134611 members 
Mstep: Class 26 contains 45358 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943760.000000 Penalty: 96296.875000
Iteration 231Q: 29 clusters Score -1.429438e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23316 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200989 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5979 members 
Mstep: Class 13 contains 11078 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9059 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136593 members 
Mstep: Class 19 contains 149385 members 
Mstep: Class 20 contains 30360 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36282 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 46731 members 
Mstep: Class 25 contains 134606 members 
Mstep: Class 26 contains 45352 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943872.000000 Penalty: 96296.875000
Iteration 232Q: 29 clusters Score -1.429439e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55651 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23317 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200991 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7247 members 
Mstep: Class 12 contains 5979 members 
Mstep: Class 13 contains 11076 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9061 members 
Mstep: Class 16 contains 24722 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136596 members 
Mstep: Class 19 contains 149385 members 
Mstep: Class 20 contains 30360 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36282 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 46732 members 
Mstep: Class 25 contains 134602 members 
Mstep: Class 26 contains 45352 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943808.000000 Penalty: 96296.875000
Iteration 233Q: 29 clusters Score -1.429438e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23317 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200996 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7247 members 
Mstep: Class 12 contains 5979 members 
Mstep: Class 13 contains 11074 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9064 members 
Mstep: Class 16 contains 24722 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136596 members 
Mstep: Class 19 contains 149385 members 
Mstep: Class 20 contains 30360 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36282 members 
Mstep: Class 23 contains 18007 members 
Mstep: Class 24 contains 46731 members 
Mstep: Class 25 contains 134597 members 
Mstep: Class 26 contains 45352 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943840.000000 Penalty: 96296.875000
Iteration 234Q: 29 clusters Score -1.429438e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55653 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23318 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200997 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7247 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11071 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9066 members 
Mstep: Class 16 contains 24722 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136595 members 
Mstep: Class 19 contains 149387 members 
Mstep: Class 20 contains 30360 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36282 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 46731 members 
Mstep: Class 25 contains 134595 members 
Mstep: Class 26 contains 45351 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943792.000000 Penalty: 96296.875000
Iteration 235Q: 29 clusters Score -1.429438e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55653 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23317 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200994 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7247 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11070 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9070 members 
Mstep: Class 16 contains 24722 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136593 members 
Mstep: Class 19 contains 149390 members 
Mstep: Class 20 contains 30359 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36283 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 46731 members 
Mstep: Class 25 contains 134596 members 
Mstep: Class 26 contains 45351 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943760.000000 Penalty: 96296.875000
Iteration 236Q: 29 clusters Score -1.429438e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55654 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23317 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200989 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7246 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11070 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9072 members 
Mstep: Class 16 contains 24722 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136593 members 
Mstep: Class 19 contains 149394 members 
Mstep: Class 20 contains 30360 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36283 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 46731 members 
Mstep: Class 25 contains 134594 members 
Mstep: Class 26 contains 45351 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943856.000000 Penalty: 96296.875000
Iteration 237Q: 29 clusters Score -1.429439e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55654 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23316 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200986 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7245 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11070 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9077 members 
Mstep: Class 16 contains 24722 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136594 members 
Mstep: Class 19 contains 149396 members 
Mstep: Class 20 contains 30359 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36283 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 46731 members 
Mstep: Class 25 contains 134592 members 
Mstep: Class 26 contains 45351 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943808.000000 Penalty: 96296.875000
Iteration 238Q: 29 clusters Score -1.429438e+08 nChanged 17
Entering ConstructFrom: 
Score: -142943808.000000 Penalty: 96296.875000
Entering ConstructFrom: 
Trying to split cluster 1 (55654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55654 members 
Entering Unmasked Estep 
Score: -7813795.500000 Penalty: 2709.873535
	Iteration 0F: 2 clusters Score -7813796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -7776036.000000 Penalty: 5419.747070
	Iteration 0F: 3 clusters Score -7776036 nChanged 26013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -7790676.000000 Penalty: 5419.747070
	Iteration 1F: 3 clusters Score -7790676 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -7791426.500000 Penalty: 5419.747070
	Iteration 2Q: 3 clusters Score -7791426 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -7792315.500000 Penalty: 5419.747070
	Iteration 3Q: 3 clusters Score -7792316 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -7793497.000000 Penalty: 5419.747070
	Iteration 4Q: 3 clusters Score -7793497 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -7795075.000000 Penalty: 5419.747070
	Iteration 5F: 3 clusters Score -7795075 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -7797116.500000 Penalty: 5419.747070
	Iteration 6F: 3 clusters Score -7797116 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -7799842.000000 Penalty: 5419.747070
	Iteration 7F: 3 clusters Score -7799842 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -7803013.000000 Penalty: 5419.747070
	Iteration 8F: 3 clusters Score -7803013 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -7805766.500000 Penalty: 5419.747070
	Iteration 9F: 3 clusters Score -7805766 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -7807589.500000 Penalty: 5419.747070
	Iteration 10Q: 3 clusters Score -7807590 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -7808478.000000 Penalty: 5419.747070
	Iteration 11Q: 3 clusters Score -7808478 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -7808993.000000 Penalty: 5419.747070
	Iteration 12Q: 3 clusters Score -7808993 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -7809384.500000 Penalty: 5419.747070
	Iteration 13Q: 3 clusters Score -7809384 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -7809644.500000 Penalty: 5419.747070
	Iteration 14Q: 3 clusters Score -7809644 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -7809862.000000 Penalty: 5419.747070
	Iteration 15Q: 3 clusters Score -7809862 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 48546 members 
Entering Unmasked Estep 
Score: -7810072.000000 Penalty: 5419.747070
	Iteration 16Q: 3 clusters Score -7810072 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -7810273.000000 Penalty: 5419.747070
	Iteration 17Q: 3 clusters Score -7810273 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -7810463.000000 Penalty: 5419.747070
	Iteration 18Q: 3 clusters Score -7810463 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -7810640.000000 Penalty: 5419.747070
	Iteration 19Q: 3 clusters Score -7810640 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 50430 members 
Entering Unmasked Estep 
Score: -7810819.000000 Penalty: 5419.747070
	Iteration 20F: 3 clusters Score -7810819 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -7810937.000000 Penalty: 5419.747070
	Iteration 21Q: 3 clusters Score -7810937 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
Score: -7811074.000000 Penalty: 5419.747070
	Iteration 22Q: 3 clusters Score -7811074 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 51471 members 
Entering Unmasked Estep 
Score: -7811227.500000 Penalty: 5419.747070
	Iteration 23Q: 3 clusters Score -7811228 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -7811299.000000 Penalty: 5419.747070
	Iteration 24Q: 3 clusters Score -7811299 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
Score: -7811390.500000 Penalty: 5419.747070
	Iteration 25Q: 3 clusters Score -7811390 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -7811472.000000 Penalty: 5419.747070
	Iteration 26Q: 3 clusters Score -7811472 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -7811585.000000 Penalty: 5419.747070
	Iteration 27Q: 3 clusters Score -7811585 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 52657 members 
Entering Unmasked Estep 
Score: -7811649.500000 Penalty: 5419.747070
	Iteration 28Q: 3 clusters Score -7811650 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 52847 members 
Entering Unmasked Estep 
Score: -7811706.500000 Penalty: 5419.747070
	Iteration 29Q: 3 clusters Score -7811706 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -7811747.500000 Penalty: 5419.747070
	Iteration 30Q: 3 clusters Score -7811748 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -7811799.000000 Penalty: 5419.747070
	Iteration 31Q: 3 clusters Score -7811799 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 53246 members 
Entering Unmasked Estep 
Score: -7811851.500000 Penalty: 5419.747070
	Iteration 32Q: 3 clusters Score -7811852 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 53347 members 
Entering Unmasked Estep 
Score: -7811861.000000 Penalty: 5419.747070
	Iteration 33Q: 3 clusters Score -7811861 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -7811896.000000 Penalty: 5419.747070
	Iteration 34Q: 3 clusters Score -7811896 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 53519 members 
Entering Unmasked Estep 
Score: -7811918.000000 Penalty: 5419.747070
	Iteration 35Q: 3 clusters Score -7811918 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 53597 members 
Entering Unmasked Estep 
Score: -7811951.000000 Penalty: 5419.747070
	Iteration 36Q: 3 clusters Score -7811951 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -7811957.000000 Penalty: 5419.747070
	Iteration 37Q: 3 clusters Score -7811957 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -7811987.500000 Penalty: 5419.747070
	Iteration 38Q: 3 clusters Score -7811988 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 53761 members 
Entering Unmasked Estep 
Score: -7812007.500000 Penalty: 5419.747070
	Iteration 39Q: 3 clusters Score -7812008 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 53807 members 
Entering Unmasked Estep 
Score: -7812011.500000 Penalty: 5419.747070
	Iteration 40F: 3 clusters Score -7812012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -7812037.000000 Penalty: 5419.747070
	Iteration 41Q: 3 clusters Score -7812037 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -7812057.000000 Penalty: 5419.747070
	Iteration 42Q: 3 clusters Score -7812057 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 53907 members 
Entering Unmasked Estep 
Score: -7812060.500000 Penalty: 5419.747070
	Iteration 43Q: 3 clusters Score -7812060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 53933 members 
Entering Unmasked Estep 
Score: -7812054.500000 Penalty: 5419.747070
	Iteration 44Q: 3 clusters Score -7812054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 53956 members 
Entering Unmasked Estep 
Score: -7812079.000000 Penalty: 5419.747070
	Iteration 45Q: 3 clusters Score -7812079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -7812090.500000 Penalty: 5419.747070
	Iteration 46Q: 3 clusters Score -7812090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
Score: -7812096.000000 Penalty: 5419.747070
	Iteration 47Q: 3 clusters Score -7812096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -7812115.000000 Penalty: 5419.747070
	Iteration 48Q: 3 clusters Score -7812115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -7812119.500000 Penalty: 5419.747070
	Iteration 49Q: 3 clusters Score -7812120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -7812119.500000 Penalty: 5419.747070
	Iteration 50Q: 3 clusters Score -7812120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -7812146.500000 Penalty: 5419.747070
	Iteration 51Q: 3 clusters Score -7812146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 54097 members 
Entering Unmasked Estep 
Score: -7812148.500000 Penalty: 5419.747070
	Iteration 52Q: 3 clusters Score -7812148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 54106 members 
Entering Unmasked Estep 
Score: -7812154.500000 Penalty: 5419.747070
	Iteration 53Q: 3 clusters Score -7812154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 54118 members 
Entering Unmasked Estep 
Score: -7812156.500000 Penalty: 5419.747070
	Iteration 54Q: 3 clusters Score -7812156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
Score: -7812154.500000 Penalty: 5419.747070
	Iteration 55Q: 3 clusters Score -7812154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -7812163.500000 Penalty: 5419.747070
	Iteration 56Q: 3 clusters Score -7812164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 54138 members 
Entering Unmasked Estep 
Score: -7812165.000000 Penalty: 5419.747070
	Iteration 57Q: 3 clusters Score -7812165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
Score: -7812167.000000 Penalty: 5419.747070
	Iteration 58Q: 3 clusters Score -7812167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -7812164.500000 Penalty: 5419.747070
	Iteration 59Q: 3 clusters Score -7812164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -7812165.000000 Penalty: 5419.747070
	Iteration 60F: 3 clusters Score -7812165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -7812160.500000 Penalty: 5419.747070
	Iteration 61Q: 3 clusters Score -7812160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 54155 members 
Entering Unmasked Estep 
Score: -7812159.500000 Penalty: 5419.747070
	Iteration 62Q: 3 clusters Score -7812160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -7812159.500000 Penalty: 5419.747070
	Iteration 63Q: 3 clusters Score -7812160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -7812159.500000 Penalty: 5419.747070
	Iteration 64F: 3 clusters Score -7812160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Entering Unmasked Estep 
Score: -823682.187500 Penalty: 2161.944580
	Iteration 0F: 2 clusters Score -823682.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -818427.000000 Penalty: 4323.889160
	Iteration 0F: 3 clusters Score -818427 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -819807.625000 Penalty: 4323.889160
	Iteration 1F: 3 clusters Score -819807.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -820080.000000 Penalty: 4323.889160
	Iteration 2F: 3 clusters Score -820080 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -820256.500000 Penalty: 4323.889160
	Iteration 3F: 3 clusters Score -820256.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -820402.187500 Penalty: 4323.889160
	Iteration 4Q: 3 clusters Score -820402.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -820545.875000 Penalty: 4323.889160
	Iteration 5Q: 3 clusters Score -820545.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -820743.125000 Penalty: 4323.889160
	Iteration 6Q: 3 clusters Score -820743.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -821035.937500 Penalty: 4323.889160
	Iteration 7Q: 3 clusters Score -821035.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -821464.687500 Penalty: 4323.889160
	Iteration 8F: 3 clusters Score -821464.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -822046.187500 Penalty: 4323.889160
	Iteration 9F: 3 clusters Score -822046.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -822661.812500 Penalty: 4323.889160
	Iteration 10F: 3 clusters Score -822661.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -823124.562500 Penalty: 4323.889160
	Iteration 11F: 3 clusters Score -823124.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -823354.312500 Penalty: 4323.889160
	Iteration 12Q: 3 clusters Score -823354.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -823462.125000 Penalty: 4323.889160
	Iteration 13Q: 3 clusters Score -823462.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -823509.000000 Penalty: 4323.889160
	Iteration 14Q: 3 clusters Score -823509 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -823536.625000 Penalty: 4323.889160
	Iteration 15Q: 3 clusters Score -823536.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -823560.187500 Penalty: 4323.889160
	Iteration 16Q: 3 clusters Score -823560.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -823586.000000 Penalty: 4323.889160
	Iteration 17Q: 3 clusters Score -823586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -823618.500000 Penalty: 4323.889160
	Iteration 18Q: 3 clusters Score -823618.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -823668.437500 Penalty: 4323.889160
	Iteration 19Q: 3 clusters Score -823668.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -823743.250000 Penalty: 4323.889160
	Iteration 20F: 3 clusters Score -823743.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -823855.375000 Penalty: 4323.889160
	Iteration 21Q: 3 clusters Score -823855.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -824072.125000 Penalty: 4323.889160
	Iteration 22Q: 3 clusters Score -824072.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -824280.687500 Penalty: 4323.889160
	Iteration 23Q: 3 clusters Score -824280.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -824356.687500 Penalty: 4323.889160
	Iteration 24Q: 3 clusters Score -824356.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -824381.000000 Penalty: 4323.889160
	Iteration 25Q: 3 clusters Score -824381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -824386.625000 Penalty: 4323.889160
	Iteration 26Q: 3 clusters Score -824386.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -824390.812500 Penalty: 4323.889160
	Iteration 27Q: 3 clusters Score -824390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -824392.000000 Penalty: 4323.889160
	Iteration 28Q: 3 clusters Score -824392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -824392.000000 Penalty: 4323.889160
	Iteration 29F: 3 clusters Score -824392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55654 members 
Mstep: Class 2 contains 2093 members 
Mstep: Class 3 contains 23316 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200982 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7244 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11070 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9084 members 
Mstep: Class 16 contains 24722 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136597 members 
Mstep: Class 19 contains 149399 members 
Mstep: Class 20 contains 30358 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36282 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 46731 members 
Mstep: Class 25 contains 134587 members 
Mstep: Class 26 contains 45351 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Mstep: Class 29 contains 4016 members 
Entering Unmasked Estep 
Score: -142942976.000000 Penalty: 99736.046875
Splitting cluster 2 changes total score from -142943808.000000 to -142942976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (23316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Entering Unmasked Estep 
Score: -3034388.000000 Penalty: 2494.110107
	Iteration 0F: 2 clusters Score -3034388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -3018158.500000 Penalty: 4988.220215
	Iteration 0F: 3 clusters Score -3018158 nChanged 10493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -3023875.750000 Penalty: 4988.220215
	Iteration 1F: 3 clusters Score -3023876 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -3024483.500000 Penalty: 4988.220215
	Iteration 2F: 3 clusters Score -3024484 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -3025074.500000 Penalty: 4988.220215
	Iteration 3F: 3 clusters Score -3025074 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -3025684.750000 Penalty: 4988.220215
	Iteration 4F: 3 clusters Score -3025685 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -3026416.250000 Penalty: 4988.220215
	Iteration 5F: 3 clusters Score -3026416 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -3027179.000000 Penalty: 4988.220215
	Iteration 6F: 3 clusters Score -3027179 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -3027861.500000 Penalty: 4988.220215
	Iteration 7F: 3 clusters Score -3027862 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -3028449.000000 Penalty: 4988.220215
	Iteration 8Q: 3 clusters Score -3028449 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -3028947.750000 Penalty: 4988.220215
	Iteration 9Q: 3 clusters Score -3028948 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -3029404.250000 Penalty: 4988.220215
	Iteration 10Q: 3 clusters Score -3029404 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -3029763.250000 Penalty: 4988.220215
	Iteration 11Q: 3 clusters Score -3029763 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -3030066.000000 Penalty: 4988.220215
	Iteration 12Q: 3 clusters Score -3030066 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -3030355.250000 Penalty: 4988.220215
	Iteration 13Q: 3 clusters Score -3030355 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -3030619.000000 Penalty: 4988.220215
	Iteration 14Q: 3 clusters Score -3030619 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -3030813.000000 Penalty: 4988.220215
	Iteration 15Q: 3 clusters Score -3030813 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -3030972.750000 Penalty: 4988.220215
	Iteration 16Q: 3 clusters Score -3030973 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -3031111.500000 Penalty: 4988.220215
	Iteration 17Q: 3 clusters Score -3031112 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -3031263.500000 Penalty: 4988.220215
	Iteration 18Q: 3 clusters Score -3031264 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -3031376.750000 Penalty: 4988.220215
	Iteration 19Q: 3 clusters Score -3031377 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -3031519.250000 Penalty: 4988.220215
	Iteration 20F: 3 clusters Score -3031519 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3031677.250000 Penalty: 4988.220215
	Iteration 21Q: 3 clusters Score -3031677 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -3031812.750000 Penalty: 4988.220215
	Iteration 22Q: 3 clusters Score -3031813 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -3031955.250000 Penalty: 4988.220215
	Iteration 23Q: 3 clusters Score -3031955 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -3032114.750000 Penalty: 4988.220215
	Iteration 24Q: 3 clusters Score -3032115 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -3032243.750000 Penalty: 4988.220215
	Iteration 25Q: 3 clusters Score -3032244 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -3032383.000000 Penalty: 4988.220215
	Iteration 26Q: 3 clusters Score -3032383 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -3032507.250000 Penalty: 4988.220215
	Iteration 27Q: 3 clusters Score -3032507 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -3032646.500000 Penalty: 4988.220215
	Iteration 28Q: 3 clusters Score -3032646 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3032759.250000 Penalty: 4988.220215
	Iteration 29Q: 3 clusters Score -3032759 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -3032877.500000 Penalty: 4988.220215
	Iteration 30Q: 3 clusters Score -3032878 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -3032972.000000 Penalty: 4988.220215
	Iteration 31Q: 3 clusters Score -3032972 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -3033052.500000 Penalty: 4988.220215
	Iteration 32Q: 3 clusters Score -3033052 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3033140.750000 Penalty: 4988.220215
	Iteration 33Q: 3 clusters Score -3033141 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3033246.500000 Penalty: 4988.220215
	Iteration 34Q: 3 clusters Score -3033246 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3033325.500000 Penalty: 4988.220215
	Iteration 35Q: 3 clusters Score -3033326 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3033373.750000 Penalty: 4988.220215
	Iteration 36Q: 3 clusters Score -3033374 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3033421.500000 Penalty: 4988.220215
	Iteration 37Q: 3 clusters Score -3033422 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3033463.250000 Penalty: 4988.220215
	Iteration 38Q: 3 clusters Score -3033463 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3033481.750000 Penalty: 4988.220215
	Iteration 39Q: 3 clusters Score -3033482 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3033502.000000 Penalty: 4988.220215
	Iteration 40F: 3 clusters Score -3033502 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3033518.250000 Penalty: 4988.220215
	Iteration 41Q: 3 clusters Score -3033518 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3033521.500000 Penalty: 4988.220215
	Iteration 42Q: 3 clusters Score -3033522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3033541.500000 Penalty: 4988.220215
	Iteration 43Q: 3 clusters Score -3033542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3033549.750000 Penalty: 4988.220215
	Iteration 44Q: 3 clusters Score -3033550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3033559.500000 Penalty: 4988.220215
	Iteration 45Q: 3 clusters Score -3033560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3033569.500000 Penalty: 4988.220215
	Iteration 46Q: 3 clusters Score -3033570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3033572.500000 Penalty: 4988.220215
	Iteration 47Q: 3 clusters Score -3033572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3033577.500000 Penalty: 4988.220215
	Iteration 48Q: 3 clusters Score -3033578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3033589.000000 Penalty: 4988.220215
	Iteration 49Q: 3 clusters Score -3033589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3033595.250000 Penalty: 4988.220215
	Iteration 50Q: 3 clusters Score -3033595 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3033607.250000 Penalty: 4988.220215
	Iteration 51Q: 3 clusters Score -3033607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3033613.250000 Penalty: 4988.220215
	Iteration 52Q: 3 clusters Score -3033613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3033626.250000 Penalty: 4988.220215
	Iteration 53Q: 3 clusters Score -3033626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3033635.000000 Penalty: 4988.220215
	Iteration 54Q: 3 clusters Score -3033635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3033644.250000 Penalty: 4988.220215
	Iteration 55Q: 3 clusters Score -3033644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3033654.500000 Penalty: 4988.220215
	Iteration 56Q: 3 clusters Score -3033654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3033658.250000 Penalty: 4988.220215
	Iteration 57Q: 3 clusters Score -3033658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3033671.750000 Penalty: 4988.220215
	Iteration 58Q: 3 clusters Score -3033672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3033684.750000 Penalty: 4988.220215
	Iteration 59Q: 3 clusters Score -3033685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3033698.750000 Penalty: 4988.220215
	Iteration 60F: 3 clusters Score -3033699 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3033715.000000 Penalty: 4988.220215
	Iteration 61Q: 3 clusters Score -3033715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3033732.000000 Penalty: 4988.220215
	Iteration 62Q: 3 clusters Score -3033732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3033742.000000 Penalty: 4988.220215
	Iteration 63Q: 3 clusters Score -3033742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3033756.000000 Penalty: 4988.220215
	Iteration 64Q: 3 clusters Score -3033756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3033769.500000 Penalty: 4988.220215
	Iteration 65Q: 3 clusters Score -3033770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3033775.250000 Penalty: 4988.220215
	Iteration 66Q: 3 clusters Score -3033775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3033780.500000 Penalty: 4988.220215
	Iteration 67Q: 3 clusters Score -3033780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3033785.250000 Penalty: 4988.220215
	Iteration 68Q: 3 clusters Score -3033785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3033785.750000 Penalty: 4988.220215
	Iteration 69Q: 3 clusters Score -3033786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3033798.750000 Penalty: 4988.220215
	Iteration 70Q: 3 clusters Score -3033799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3033803.750000 Penalty: 4988.220215
	Iteration 71Q: 3 clusters Score -3033804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3033815.500000 Penalty: 4988.220215
	Iteration 72Q: 3 clusters Score -3033816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3033816.000000 Penalty: 4988.220215
	Iteration 73Q: 3 clusters Score -3033816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3033821.500000 Penalty: 4988.220215
	Iteration 74Q: 3 clusters Score -3033822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3033815.750000 Penalty: 4988.220215
	Iteration 75Q: 3 clusters Score -3033816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3033820.000000 Penalty: 4988.220215
	Iteration 76Q: 3 clusters Score -3033820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3033818.250000 Penalty: 4988.220215
	Iteration 77Q: 3 clusters Score -3033818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3033813.500000 Penalty: 4988.220215
	Iteration 78Q: 3 clusters Score -3033814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3033816.250000 Penalty: 4988.220215
	Iteration 79Q: 3 clusters Score -3033816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3033818.500000 Penalty: 4988.220215
	Iteration 80F: 3 clusters Score -3033818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3033820.500000 Penalty: 4988.220215
	Iteration 81Q: 3 clusters Score -3033820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3033821.500000 Penalty: 4988.220215
	Iteration 82Q: 3 clusters Score -3033822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3033823.250000 Penalty: 4988.220215
	Iteration 83Q: 3 clusters Score -3033823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3033823.250000 Penalty: 4988.220215
	Iteration 84F: 3 clusters Score -3033823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Entering Unmasked Estep 
Score: -1968017.750000 Penalty: 2374.630371
	Iteration 0F: 2 clusters Score -1968018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1957543.375000 Penalty: 4749.260742
	Iteration 0F: 3 clusters Score -1957543 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1961224.000000 Penalty: 4749.260742
	Iteration 1F: 3 clusters Score -1961224 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1962006.875000 Penalty: 4749.260742
	Iteration 2F: 3 clusters Score -1962007 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1962741.750000 Penalty: 4749.260742
	Iteration 3F: 3 clusters Score -1962742 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1963350.500000 Penalty: 4749.260742
	Iteration 4F: 3 clusters Score -1963350 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1963948.875000 Penalty: 4749.260742
	Iteration 5F: 3 clusters Score -1963949 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1964518.000000 Penalty: 4749.260742
	Iteration 6F: 3 clusters Score -1964518 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1964984.500000 Penalty: 4749.260742
	Iteration 7F: 3 clusters Score -1964984 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1965326.375000 Penalty: 4749.260742
	Iteration 8Q: 3 clusters Score -1965326 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1965581.375000 Penalty: 4749.260742
	Iteration 9Q: 3 clusters Score -1965581 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1965795.625000 Penalty: 4749.260742
	Iteration 10Q: 3 clusters Score -1965796 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1965948.625000 Penalty: 4749.260742
	Iteration 11Q: 3 clusters Score -1965949 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1966085.125000 Penalty: 4749.260742
	Iteration 12Q: 3 clusters Score -1966085 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1966211.750000 Penalty: 4749.260742
	Iteration 13Q: 3 clusters Score -1966212 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1966327.125000 Penalty: 4749.260742
	Iteration 14Q: 3 clusters Score -1966327 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1966427.500000 Penalty: 4749.260742
	Iteration 15Q: 3 clusters Score -1966428 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1966494.000000 Penalty: 4749.260742
	Iteration 16Q: 3 clusters Score -1966494 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1966551.500000 Penalty: 4749.260742
	Iteration 17Q: 3 clusters Score -1966552 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1966585.500000 Penalty: 4749.260742
	Iteration 18Q: 3 clusters Score -1966586 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1966623.125000 Penalty: 4749.260742
	Iteration 19Q: 3 clusters Score -1966623 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1966652.750000 Penalty: 4749.260742
	Iteration 20F: 3 clusters Score -1966653 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1966675.125000 Penalty: 4749.260742
	Iteration 21Q: 3 clusters Score -1966675 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1966700.625000 Penalty: 4749.260742
	Iteration 22Q: 3 clusters Score -1966701 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1966723.375000 Penalty: 4749.260742
	Iteration 23Q: 3 clusters Score -1966723 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1966740.000000 Penalty: 4749.260742
	Iteration 24Q: 3 clusters Score -1966740 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1966744.375000 Penalty: 4749.260742
	Iteration 25Q: 3 clusters Score -1966744 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1966756.375000 Penalty: 4749.260742
	Iteration 26Q: 3 clusters Score -1966756 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1966778.125000 Penalty: 4749.260742
	Iteration 27Q: 3 clusters Score -1966778 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1966785.875000 Penalty: 4749.260742
	Iteration 28Q: 3 clusters Score -1966786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1966798.500000 Penalty: 4749.260742
	Iteration 29Q: 3 clusters Score -1966798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1966798.000000 Penalty: 4749.260742
	Iteration 30Q: 3 clusters Score -1966798 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1966803.250000 Penalty: 4749.260742
	Iteration 31Q: 3 clusters Score -1966803 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1966808.125000 Penalty: 4749.260742
	Iteration 32Q: 3 clusters Score -1966808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1966813.875000 Penalty: 4749.260742
	Iteration 33Q: 3 clusters Score -1966814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1966821.000000 Penalty: 4749.260742
	Iteration 34Q: 3 clusters Score -1966821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1966813.875000 Penalty: 4749.260742
	Iteration 35Q: 3 clusters Score -1966814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1966814.375000 Penalty: 4749.260742
	Iteration 36Q: 3 clusters Score -1966814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1966823.750000 Penalty: 4749.260742
	Iteration 37Q: 3 clusters Score -1966824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1966825.125000 Penalty: 4749.260742
	Iteration 38Q: 3 clusters Score -1966825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1966829.375000 Penalty: 4749.260742
	Iteration 39Q: 3 clusters Score -1966829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1966824.875000 Penalty: 4749.260742
	Iteration 40F: 3 clusters Score -1966825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1966826.750000 Penalty: 4749.260742
	Iteration 41Q: 3 clusters Score -1966827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1966824.625000 Penalty: 4749.260742
	Iteration 42Q: 3 clusters Score -1966825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1966832.625000 Penalty: 4749.260742
	Iteration 43Q: 3 clusters Score -1966833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1966831.750000 Penalty: 4749.260742
	Iteration 44Q: 3 clusters Score -1966832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1966835.000000 Penalty: 4749.260742
	Iteration 45Q: 3 clusters Score -1966835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1966836.125000 Penalty: 4749.260742
	Iteration 46Q: 3 clusters Score -1966836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1966838.750000 Penalty: 4749.260742
	Iteration 47Q: 3 clusters Score -1966839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1966835.625000 Penalty: 4749.260742
	Iteration 48Q: 3 clusters Score -1966836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1966834.000000 Penalty: 4749.260742
	Iteration 49Q: 3 clusters Score -1966834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1966835.875000 Penalty: 4749.260742
	Iteration 50Q: 3 clusters Score -1966836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1966835.500000 Penalty: 4749.260742
	Iteration 51Q: 3 clusters Score -1966836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1966837.250000 Penalty: 4749.260742
	Iteration 52Q: 3 clusters Score -1966837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1966837.250000 Penalty: 4749.260742
	Iteration 53F: 3 clusters Score -1966837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Entering Unmasked Estep 
Score: -6842983.000000 Penalty: 2682.251221
	Iteration 0F: 2 clusters Score -6842983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -6809455.000000 Penalty: 5364.502441
	Iteration 0F: 3 clusters Score -6809455 nChanged 23034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -6822112.000000 Penalty: 5364.502441
	Iteration 1F: 3 clusters Score -6822112 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -6822842.000000 Penalty: 5364.502441
	Iteration 2Q: 3 clusters Score -6822842 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -6823717.000000 Penalty: 5364.502441
	Iteration 3Q: 3 clusters Score -6823717 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -6824772.500000 Penalty: 5364.502441
	Iteration 4Q: 3 clusters Score -6824772 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -6826072.000000 Penalty: 5364.502441
	Iteration 5Q: 3 clusters Score -6826072 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -6827578.500000 Penalty: 5364.502441
	Iteration 6F: 3 clusters Score -6827578 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -6829573.000000 Penalty: 5364.502441
	Iteration 7F: 3 clusters Score -6829573 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -6832139.500000 Penalty: 5364.502441
	Iteration 8F: 3 clusters Score -6832140 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -6834722.500000 Penalty: 5364.502441
	Iteration 9F: 3 clusters Score -6834722 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -6836694.000000 Penalty: 5364.502441
	Iteration 10F: 3 clusters Score -6836694 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -6837993.500000 Penalty: 5364.502441
	Iteration 11Q: 3 clusters Score -6837994 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -6838793.000000 Penalty: 5364.502441
	Iteration 12Q: 3 clusters Score -6838793 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -6839370.000000 Penalty: 5364.502441
	Iteration 13Q: 3 clusters Score -6839370 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -6839869.000000 Penalty: 5364.502441
	Iteration 14Q: 3 clusters Score -6839869 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -6840280.000000 Penalty: 5364.502441
	Iteration 15Q: 3 clusters Score -6840280 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -6840699.500000 Penalty: 5364.502441
	Iteration 16Q: 3 clusters Score -6840700 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -6841126.000000 Penalty: 5364.502441
	Iteration 17Q: 3 clusters Score -6841126 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -6841479.000000 Penalty: 5364.502441
	Iteration 18Q: 3 clusters Score -6841479 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -6841810.000000 Penalty: 5364.502441
	Iteration 19Q: 3 clusters Score -6841810 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -6842042.500000 Penalty: 5364.502441
	Iteration 20F: 3 clusters Score -6842042 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -6842193.000000 Penalty: 5364.502441
	Iteration 21Q: 3 clusters Score -6842193 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -6842308.500000 Penalty: 5364.502441
	Iteration 22Q: 3 clusters Score -6842308 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -6842391.000000 Penalty: 5364.502441
	Iteration 23Q: 3 clusters Score -6842391 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -6842480.500000 Penalty: 5364.502441
	Iteration 24Q: 3 clusters Score -6842480 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -6842528.000000 Penalty: 5364.502441
	Iteration 25Q: 3 clusters Score -6842528 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -6842568.000000 Penalty: 5364.502441
	Iteration 26Q: 3 clusters Score -6842568 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -6842583.000000 Penalty: 5364.502441
	Iteration 27Q: 3 clusters Score -6842583 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -6842618.000000 Penalty: 5364.502441
	Iteration 28Q: 3 clusters Score -6842618 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -6842642.000000 Penalty: 5364.502441
	Iteration 29Q: 3 clusters Score -6842642 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -6842667.000000 Penalty: 5364.502441
	Iteration 30Q: 3 clusters Score -6842667 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -6842680.500000 Penalty: 5364.502441
	Iteration 31Q: 3 clusters Score -6842680 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -6842702.500000 Penalty: 5364.502441
	Iteration 32Q: 3 clusters Score -6842702 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -6842724.500000 Penalty: 5364.502441
	Iteration 33Q: 3 clusters Score -6842724 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -6842744.500000 Penalty: 5364.502441
	Iteration 34Q: 3 clusters Score -6842744 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -6842750.500000 Penalty: 5364.502441
	Iteration 35Q: 3 clusters Score -6842750 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -6842766.500000 Penalty: 5364.502441
	Iteration 36Q: 3 clusters Score -6842766 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -6842782.500000 Penalty: 5364.502441
	Iteration 37Q: 3 clusters Score -6842782 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -6842782.500000 Penalty: 5364.502441
	Iteration 38Q: 3 clusters Score -6842782 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -6842789.000000 Penalty: 5364.502441
	Iteration 39Q: 3 clusters Score -6842789 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -6842793.500000 Penalty: 5364.502441
	Iteration 40F: 3 clusters Score -6842794 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -6842775.000000 Penalty: 5364.502441
	Iteration 41Q: 3 clusters Score -6842775 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -6842783.500000 Penalty: 5364.502441
	Iteration 42Q: 3 clusters Score -6842784 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -6842802.500000 Penalty: 5364.502441
	Iteration 43Q: 3 clusters Score -6842802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -6842802.000000 Penalty: 5364.502441
	Iteration 44Q: 3 clusters Score -6842802 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -6842809.000000 Penalty: 5364.502441
	Iteration 45Q: 3 clusters Score -6842809 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -6842815.500000 Penalty: 5364.502441
	Iteration 46Q: 3 clusters Score -6842816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -6842817.500000 Penalty: 5364.502441
	Iteration 47Q: 3 clusters Score -6842818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -6842830.000000 Penalty: 5364.502441
	Iteration 48Q: 3 clusters Score -6842830 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -6842822.000000 Penalty: 5364.502441
	Iteration 49Q: 3 clusters Score -6842822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -6842804.500000 Penalty: 5364.502441
	Iteration 50Q: 3 clusters Score -6842804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -6842818.000000 Penalty: 5364.502441
	Iteration 51Q: 3 clusters Score -6842818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -6842840.500000 Penalty: 5364.502441
	Iteration 52Q: 3 clusters Score -6842840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -6842832.500000 Penalty: 5364.502441
	Iteration 53Q: 3 clusters Score -6842832 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -6842838.500000 Penalty: 5364.502441
	Iteration 54Q: 3 clusters Score -6842838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -6842832.500000 Penalty: 5364.502441
	Iteration 55Q: 3 clusters Score -6842832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -6842838.500000 Penalty: 5364.502441
	Iteration 56Q: 3 clusters Score -6842838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -6842834.000000 Penalty: 5364.502441
	Iteration 57Q: 3 clusters Score -6842834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -6842841.500000 Penalty: 5364.502441
	Iteration 58Q: 3 clusters Score -6842842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -6842848.000000 Penalty: 5364.502441
	Iteration 59Q: 3 clusters Score -6842848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -6842836.500000 Penalty: 5364.502441
	Iteration 60F: 3 clusters Score -6842836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -6842842.500000 Penalty: 5364.502441
	Iteration 61Q: 3 clusters Score -6842842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -6842856.500000 Penalty: 5364.502441
	Iteration 62Q: 3 clusters Score -6842856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -6842870.500000 Penalty: 5364.502441
	Iteration 63Q: 3 clusters Score -6842870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -6842875.000000 Penalty: 5364.502441
	Iteration 64Q: 3 clusters Score -6842875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -6842896.500000 Penalty: 5364.502441
	Iteration 65Q: 3 clusters Score -6842896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -6842895.500000 Penalty: 5364.502441
	Iteration 66Q: 3 clusters Score -6842896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -6842892.500000 Penalty: 5364.502441
	Iteration 67Q: 3 clusters Score -6842892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -6842891.500000 Penalty: 5364.502441
	Iteration 68Q: 3 clusters Score -6842892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -6842890.000000 Penalty: 5364.502441
	Iteration 69Q: 3 clusters Score -6842890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -6842886.000000 Penalty: 5364.502441
	Iteration 70Q: 3 clusters Score -6842886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -6842898.500000 Penalty: 5364.502441
	Iteration 71Q: 3 clusters Score -6842898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -6842891.000000 Penalty: 5364.502441
	Iteration 72Q: 3 clusters Score -6842891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -6842898.000000 Penalty: 5364.502441
	Iteration 73Q: 3 clusters Score -6842898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -6842898.500000 Penalty: 5364.502441
	Iteration 74Q: 3 clusters Score -6842898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -6842898.500000 Penalty: 5364.502441
	Iteration 75Q: 3 clusters Score -6842898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -6842904.000000 Penalty: 5364.502441
	Iteration 76Q: 3 clusters Score -6842904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -6842902.000000 Penalty: 5364.502441
	Iteration 77Q: 3 clusters Score -6842902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -6842902.500000 Penalty: 5364.502441
	Iteration 78Q: 3 clusters Score -6842902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -6842909.000000 Penalty: 5364.502441
	Iteration 79Q: 3 clusters Score -6842909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -6842908.500000 Penalty: 5364.502441
	Iteration 80F: 3 clusters Score -6842908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -6842916.500000 Penalty: 5364.502441
	Iteration 81Q: 3 clusters Score -6842916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -6842917.000000 Penalty: 5364.502441
	Iteration 82Q: 3 clusters Score -6842917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -6842922.500000 Penalty: 5364.502441
	Iteration 83Q: 3 clusters Score -6842922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -6842930.500000 Penalty: 5364.502441
	Iteration 84Q: 3 clusters Score -6842930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -6842938.000000 Penalty: 5364.502441
	Iteration 85Q: 3 clusters Score -6842938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -6842928.000000 Penalty: 5364.502441
	Iteration 86Q: 3 clusters Score -6842928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -6842933.000000 Penalty: 5364.502441
	Iteration 87Q: 3 clusters Score -6842933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -6842935.500000 Penalty: 5364.502441
	Iteration 88Q: 3 clusters Score -6842936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -6842929.500000 Penalty: 5364.502441
	Iteration 89Q: 3 clusters Score -6842930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -6842932.000000 Penalty: 5364.502441
	Iteration 90Q: 3 clusters Score -6842932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -6842938.500000 Penalty: 5364.502441
	Iteration 91Q: 3 clusters Score -6842938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -6842943.500000 Penalty: 5364.502441
	Iteration 92Q: 3 clusters Score -6842944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -6842941.000000 Penalty: 5364.502441
	Iteration 93Q: 3 clusters Score -6842941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -6842941.000000 Penalty: 5364.502441
	Iteration 94F: 3 clusters Score -6842941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Entering Unmasked Estep 
Score: -559086.937500 Penalty: 2065.874756
	Iteration 0F: 2 clusters Score -559086.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -555121.500000 Penalty: 4131.749512
	Iteration 0F: 3 clusters Score -555121.5 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -556086.375000 Penalty: 4131.749512
	Iteration 1F: 3 clusters Score -556086.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -556351.875000 Penalty: 4131.749512
	Iteration 2F: 3 clusters Score -556351.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -556592.250000 Penalty: 4131.749512
	Iteration 3F: 3 clusters Score -556592.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -556875.937500 Penalty: 4131.749512
	Iteration 4F: 3 clusters Score -556875.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -557158.312500 Penalty: 4131.749512
	Iteration 5F: 3 clusters Score -557158.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -557469.125000 Penalty: 4131.749512
	Iteration 6F: 3 clusters Score -557469.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -557758.812500 Penalty: 4131.749512
	Iteration 7F: 3 clusters Score -557758.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -558004.000000 Penalty: 4131.749512
	Iteration 8F: 3 clusters Score -558004 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -558137.125000 Penalty: 4131.749512
	Iteration 9Q: 3 clusters Score -558137.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -558228.187500 Penalty: 4131.749512
	Iteration 10Q: 3 clusters Score -558228.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -558276.187500 Penalty: 4131.749512
	Iteration 11Q: 3 clusters Score -558276.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -558309.750000 Penalty: 4131.749512
	Iteration 12Q: 3 clusters Score -558309.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -558336.687500 Penalty: 4131.749512
	Iteration 13Q: 3 clusters Score -558336.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -558360.312500 Penalty: 4131.749512
	Iteration 14Q: 3 clusters Score -558360.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -558380.000000 Penalty: 4131.749512
	Iteration 15Q: 3 clusters Score -558380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -558407.250000 Penalty: 4131.749512
	Iteration 16Q: 3 clusters Score -558407.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -558436.500000 Penalty: 4131.749512
	Iteration 17Q: 3 clusters Score -558436.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -558480.750000 Penalty: 4131.749512
	Iteration 18Q: 3 clusters Score -558480.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -558556.937500 Penalty: 4131.749512
	Iteration 19Q: 3 clusters Score -558556.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -558686.000000 Penalty: 4131.749512
	Iteration 20F: 3 clusters Score -558686 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -558879.500000 Penalty: 4131.749512
	Iteration 21Q: 3 clusters Score -558879.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -558970.437500 Penalty: 4131.749512
	Iteration 22Q: 3 clusters Score -558970.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -558997.187500 Penalty: 4131.749512
	Iteration 23Q: 3 clusters Score -558997.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -559006.000000 Penalty: 4131.749512
	Iteration 24Q: 3 clusters Score -559006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -559010.750000 Penalty: 4131.749512
	Iteration 25Q: 3 clusters Score -559010.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -559013.375000 Penalty: 4131.749512
	Iteration 26Q: 3 clusters Score -559013.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -559014.687500 Penalty: 4131.749512
	Iteration 27Q: 3 clusters Score -559014.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -559013.937500 Penalty: 4131.749512
	Iteration 28Q: 3 clusters Score -559013.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -559015.500000 Penalty: 4131.749512
	Iteration 29Q: 3 clusters Score -559015.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -559015.750000 Penalty: 4131.749512
	Iteration 30Q: 3 clusters Score -559015.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -559015.750000 Penalty: 4131.749512
	Iteration 31F: 3 clusters Score -559015.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Entering Unmasked Estep 
Score: -2119308.750000 Penalty: 2394.000977
	Iteration 0F: 2 clusters Score -2119309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2108080.250000 Penalty: 4788.001953
	Iteration 0F: 3 clusters Score -2108080 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2111712.250000 Penalty: 4788.001953
	Iteration 1F: 3 clusters Score -2111712 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2112103.250000 Penalty: 4788.001953
	Iteration 2F: 3 clusters Score -2112103 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2112435.000000 Penalty: 4788.001953
	Iteration 3Q: 3 clusters Score -2112435 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2112714.000000 Penalty: 4788.001953
	Iteration 4Q: 3 clusters Score -2112714 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2112973.750000 Penalty: 4788.001953
	Iteration 5Q: 3 clusters Score -2112974 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2113224.750000 Penalty: 4788.001953
	Iteration 6Q: 3 clusters Score -2113225 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2113478.000000 Penalty: 4788.001953
	Iteration 7Q: 3 clusters Score -2113478 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2113711.750000 Penalty: 4788.001953
	Iteration 8Q: 3 clusters Score -2113712 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2113955.000000 Penalty: 4788.001953
	Iteration 9Q: 3 clusters Score -2113955 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2114198.250000 Penalty: 4788.001953
	Iteration 10Q: 3 clusters Score -2114198 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2114421.250000 Penalty: 4788.001953
	Iteration 11Q: 3 clusters Score -2114421 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2114645.750000 Penalty: 4788.001953
	Iteration 12Q: 3 clusters Score -2114646 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2114844.750000 Penalty: 4788.001953
	Iteration 13Q: 3 clusters Score -2114845 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2114986.750000 Penalty: 4788.001953
	Iteration 14Q: 3 clusters Score -2114987 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2115111.750000 Penalty: 4788.001953
	Iteration 15Q: 3 clusters Score -2115112 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2115194.000000 Penalty: 4788.001953
	Iteration 16Q: 3 clusters Score -2115194 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2115280.250000 Penalty: 4788.001953
	Iteration 17Q: 3 clusters Score -2115280 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2115355.500000 Penalty: 4788.001953
	Iteration 18Q: 3 clusters Score -2115356 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2115436.750000 Penalty: 4788.001953
	Iteration 19Q: 3 clusters Score -2115437 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2115515.500000 Penalty: 4788.001953
	Iteration 20F: 3 clusters Score -2115516 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2115589.500000 Penalty: 4788.001953
	Iteration 21Q: 3 clusters Score -2115590 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2115688.250000 Penalty: 4788.001953
	Iteration 22Q: 3 clusters Score -2115688 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2115785.000000 Penalty: 4788.001953
	Iteration 23Q: 3 clusters Score -2115785 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2115899.500000 Penalty: 4788.001953
	Iteration 24Q: 3 clusters Score -2115900 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2116033.000000 Penalty: 4788.001953
	Iteration 25Q: 3 clusters Score -2116033 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2116153.500000 Penalty: 4788.001953
	Iteration 26Q: 3 clusters Score -2116154 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2116261.000000 Penalty: 4788.001953
	Iteration 27Q: 3 clusters Score -2116261 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2116367.000000 Penalty: 4788.001953
	Iteration 28Q: 3 clusters Score -2116367 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2116468.500000 Penalty: 4788.001953
	Iteration 29Q: 3 clusters Score -2116468 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2116567.000000 Penalty: 4788.001953
	Iteration 30Q: 3 clusters Score -2116567 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2116675.000000 Penalty: 4788.001953
	Iteration 31Q: 3 clusters Score -2116675 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2116763.250000 Penalty: 4788.001953
	Iteration 32Q: 3 clusters Score -2116763 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2116831.000000 Penalty: 4788.001953
	Iteration 33Q: 3 clusters Score -2116831 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2116888.500000 Penalty: 4788.001953
	Iteration 34Q: 3 clusters Score -2116888 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2116949.750000 Penalty: 4788.001953
	Iteration 35Q: 3 clusters Score -2116950 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2116989.750000 Penalty: 4788.001953
	Iteration 36Q: 3 clusters Score -2116990 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2117023.250000 Penalty: 4788.001953
	Iteration 37Q: 3 clusters Score -2117023 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2117062.250000 Penalty: 4788.001953
	Iteration 38Q: 3 clusters Score -2117062 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2117102.000000 Penalty: 4788.001953
	Iteration 39Q: 3 clusters Score -2117102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2117129.000000 Penalty: 4788.001953
	Iteration 40F: 3 clusters Score -2117129 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2117151.250000 Penalty: 4788.001953
	Iteration 41Q: 3 clusters Score -2117151 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2117165.000000 Penalty: 4788.001953
	Iteration 42Q: 3 clusters Score -2117165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2117178.000000 Penalty: 4788.001953
	Iteration 43Q: 3 clusters Score -2117178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2117189.250000 Penalty: 4788.001953
	Iteration 44Q: 3 clusters Score -2117189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2117195.500000 Penalty: 4788.001953
	Iteration 45Q: 3 clusters Score -2117196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2117202.500000 Penalty: 4788.001953
	Iteration 46Q: 3 clusters Score -2117202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2117213.250000 Penalty: 4788.001953
	Iteration 47Q: 3 clusters Score -2117213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2117227.250000 Penalty: 4788.001953
	Iteration 48Q: 3 clusters Score -2117227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2117238.250000 Penalty: 4788.001953
	Iteration 49Q: 3 clusters Score -2117238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2117243.000000 Penalty: 4788.001953
	Iteration 50Q: 3 clusters Score -2117243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2117247.000000 Penalty: 4788.001953
	Iteration 51Q: 3 clusters Score -2117247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2117251.500000 Penalty: 4788.001953
	Iteration 52Q: 3 clusters Score -2117252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2117257.750000 Penalty: 4788.001953
	Iteration 53Q: 3 clusters Score -2117258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2117265.000000 Penalty: 4788.001953
	Iteration 54Q: 3 clusters Score -2117265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2117266.750000 Penalty: 4788.001953
	Iteration 55Q: 3 clusters Score -2117267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2117267.750000 Penalty: 4788.001953
	Iteration 56Q: 3 clusters Score -2117268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2117274.750000 Penalty: 4788.001953
	Iteration 57Q: 3 clusters Score -2117275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2117280.750000 Penalty: 4788.001953
	Iteration 58Q: 3 clusters Score -2117281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2117280.000000 Penalty: 4788.001953
	Iteration 59Q: 3 clusters Score -2117280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2117282.500000 Penalty: 4788.001953
	Iteration 60F: 3 clusters Score -2117282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2117282.500000 Penalty: 4788.001953
	Iteration 61Q: 3 clusters Score -2117282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2117284.500000 Penalty: 4788.001953
	Iteration 62Q: 3 clusters Score -2117284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2117284.000000 Penalty: 4788.001953
	Iteration 63Q: 3 clusters Score -2117284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2117283.500000 Penalty: 4788.001953
	Iteration 64Q: 3 clusters Score -2117284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2117283.500000 Penalty: 4788.001953
	Iteration 65F: 3 clusters Score -2117284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (200982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200982 members 
Entering Unmasked Estep 
Score: -27943308.000000 Penalty: 3028.320801
	Iteration 0F: 2 clusters Score -2.794331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100191 members 
Mstep: Class 2 contains 100791 members 
Entering Unmasked Estep 
Score: -27817478.000000 Penalty: 6056.641602
	Iteration 0F: 3 clusters Score -2.781748e+07 nChanged 96532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 105907 members 
Entering Unmasked Estep 
Score: -27874380.000000 Penalty: 6056.641602
	Iteration 1F: 3 clusters Score -2.787438e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91975 members 
Mstep: Class 2 contains 109007 members 
Entering Unmasked Estep 
Score: -27875536.000000 Penalty: 6056.641602
	Iteration 2Q: 3 clusters Score -2.787554e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87269 members 
Mstep: Class 2 contains 113713 members 
Entering Unmasked Estep 
Score: -27877128.000000 Penalty: 6056.641602
	Iteration 3Q: 3 clusters Score -2.787713e+07 nChanged 7705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80064 members 
Mstep: Class 2 contains 120918 members 
Entering Unmasked Estep 
Score: -27879986.000000 Penalty: 6056.641602
	Iteration 4Q: 3 clusters Score -2.787999e+07 nChanged 10865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69391 members 
Mstep: Class 2 contains 131591 members 
Entering Unmasked Estep 
Score: -27885042.000000 Penalty: 6056.641602
	Iteration 5F: 3 clusters Score -2.788504e+07 nChanged 14629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54840 members 
Mstep: Class 2 contains 146142 members 
Entering Unmasked Estep 
Score: -27894168.000000 Penalty: 6056.641602
	Iteration 6F: 3 clusters Score -2.789417e+07 nChanged 17205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 163315 members 
Entering Unmasked Estep 
Score: -27907428.000000 Penalty: 6056.641602
	Iteration 7F: 3 clusters Score -2.790743e+07 nChanged 16532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 179841 members 
Entering Unmasked Estep 
Score: -27921708.000000 Penalty: 6056.641602
	Iteration 8F: 3 clusters Score -2.792171e+07 nChanged 11513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 191354 members 
Entering Unmasked Estep 
Score: -27931844.000000 Penalty: 6056.641602
	Iteration 9F: 3 clusters Score -2.793184e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 197144 members 
Entering Unmasked Estep 
Score: -27937114.000000 Penalty: 6056.641602
	Iteration 10Q: 3 clusters Score -2.793711e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 199419 members 
Entering Unmasked Estep 
Score: -27939238.000000 Penalty: 6056.641602
	Iteration 11Q: 3 clusters Score -2.793924e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 200212 members 
Entering Unmasked Estep 
Score: -27939986.000000 Penalty: 6056.641602
	Iteration 12Q: 3 clusters Score -2.793999e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 200463 members 
Entering Unmasked Estep 
Score: -27940316.000000 Penalty: 6056.641602
	Iteration 13Q: 3 clusters Score -2.794032e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 200549 members 
Entering Unmasked Estep 
Score: -27940454.000000 Penalty: 6056.641602
	Iteration 14Q: 3 clusters Score -2.794045e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 200575 members 
Entering Unmasked Estep 
Score: -27940540.000000 Penalty: 6056.641602
	Iteration 15Q: 3 clusters Score -2.794054e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 200596 members 
Entering Unmasked Estep 
Score: -27940592.000000 Penalty: 6056.641602
	Iteration 16Q: 3 clusters Score -2.794059e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 200609 members 
Entering Unmasked Estep 
Score: -27940628.000000 Penalty: 6056.641602
	Iteration 17Q: 3 clusters Score -2.794063e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 200616 members 
Entering Unmasked Estep 
Score: -27940626.000000 Penalty: 6056.641602
	Iteration 18Q: 3 clusters Score -2.794063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 200622 members 
Entering Unmasked Estep 
Score: -27940632.000000 Penalty: 6056.641602
	Iteration 19Q: 3 clusters Score -2.794063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 200624 members 
Entering Unmasked Estep 
Score: -27940634.000000 Penalty: 6056.641602
	Iteration 20F: 3 clusters Score -2.794063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 200625 members 
Entering Unmasked Estep 
Score: -27940640.000000 Penalty: 6056.641602
	Iteration 21Q: 3 clusters Score -2.794064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 200630 members 
Entering Unmasked Estep 
Score: -27940636.000000 Penalty: 6056.641602
	Iteration 22Q: 3 clusters Score -2.794064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 200631 members 
Entering Unmasked Estep 
Score: -27940618.000000 Penalty: 6056.641602
	Iteration 23Q: 3 clusters Score -2.794062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 200631 members 
Entering Unmasked Estep 
Score: -27940618.000000 Penalty: 6056.641602
	Iteration 24F: 3 clusters Score -2.794062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Entering Unmasked Estep 
Score: -732033.625000 Penalty: 2128.207520
	Iteration 0F: 2 clusters Score -732033.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -727277.625000 Penalty: 4256.415039
	Iteration 0F: 3 clusters Score -727277.6 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -728444.437500 Penalty: 4256.415039
	Iteration 1F: 3 clusters Score -728444.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -728661.437500 Penalty: 4256.415039
	Iteration 2F: 3 clusters Score -728661.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -728799.937500 Penalty: 4256.415039
	Iteration 3Q: 3 clusters Score -728799.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -728918.000000 Penalty: 4256.415039
	Iteration 4Q: 3 clusters Score -728918 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -729004.000000 Penalty: 4256.415039
	Iteration 5Q: 3 clusters Score -729004 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -729091.312500 Penalty: 4256.415039
	Iteration 6Q: 3 clusters Score -729091.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -729177.375000 Penalty: 4256.415039
	Iteration 7Q: 3 clusters Score -729177.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -729259.687500 Penalty: 4256.415039
	Iteration 8Q: 3 clusters Score -729259.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -729367.312500 Penalty: 4256.415039
	Iteration 9Q: 3 clusters Score -729367.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -729493.312500 Penalty: 4256.415039
	Iteration 10Q: 3 clusters Score -729493.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -729606.000000 Penalty: 4256.415039
	Iteration 11Q: 3 clusters Score -729606 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -729718.125000 Penalty: 4256.415039
	Iteration 12Q: 3 clusters Score -729718.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -729819.062500 Penalty: 4256.415039
	Iteration 13Q: 3 clusters Score -729819.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -729941.187500 Penalty: 4256.415039
	Iteration 14Q: 3 clusters Score -729941.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -730075.187500 Penalty: 4256.415039
	Iteration 15Q: 3 clusters Score -730075.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -730221.875000 Penalty: 4256.415039
	Iteration 16Q: 3 clusters Score -730221.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -730379.625000 Penalty: 4256.415039
	Iteration 17Q: 3 clusters Score -730379.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -730499.437500 Penalty: 4256.415039
	Iteration 18Q: 3 clusters Score -730499.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -730588.812500 Penalty: 4256.415039
	Iteration 19Q: 3 clusters Score -730588.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -730659.187500 Penalty: 4256.415039
	Iteration 20F: 3 clusters Score -730659.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -730711.187500 Penalty: 4256.415039
	Iteration 21Q: 3 clusters Score -730711.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -730749.312500 Penalty: 4256.415039
	Iteration 22Q: 3 clusters Score -730749.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -730777.000000 Penalty: 4256.415039
	Iteration 23Q: 3 clusters Score -730777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -730791.062500 Penalty: 4256.415039
	Iteration 24Q: 3 clusters Score -730791.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -730805.250000 Penalty: 4256.415039
	Iteration 25Q: 3 clusters Score -730805.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -730815.000000 Penalty: 4256.415039
	Iteration 26Q: 3 clusters Score -730815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -730828.250000 Penalty: 4256.415039
	Iteration 27Q: 3 clusters Score -730828.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -730832.562500 Penalty: 4256.415039
	Iteration 28Q: 3 clusters Score -730832.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -730837.750000 Penalty: 4256.415039
	Iteration 29Q: 3 clusters Score -730837.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -730841.250000 Penalty: 4256.415039
	Iteration 30Q: 3 clusters Score -730841.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -730842.937500 Penalty: 4256.415039
	Iteration 31Q: 3 clusters Score -730842.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -730846.812500 Penalty: 4256.415039
	Iteration 32Q: 3 clusters Score -730846.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -730848.375000 Penalty: 4256.415039
	Iteration 33Q: 3 clusters Score -730848.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -730850.812500 Penalty: 4256.415039
	Iteration 34Q: 3 clusters Score -730850.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -730853.812500 Penalty: 4256.415039
	Iteration 35Q: 3 clusters Score -730853.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -730855.375000 Penalty: 4256.415039
	Iteration 36Q: 3 clusters Score -730855.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -730858.437500 Penalty: 4256.415039
	Iteration 37Q: 3 clusters Score -730858.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -730858.562500 Penalty: 4256.415039
	Iteration 38Q: 3 clusters Score -730858.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -730859.187500 Penalty: 4256.415039
	Iteration 39Q: 3 clusters Score -730859.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -730859.187500 Penalty: 4256.415039
	Iteration 40F: 3 clusters Score -730859.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Entering Unmasked Estep 
Score: -1014621.000000 Penalty: 2214.893799
	Iteration 0F: 2 clusters Score -1014621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1008431.625000 Penalty: 4429.787598
	Iteration 0F: 3 clusters Score -1008432 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1010306.437500 Penalty: 4429.787598
	Iteration 1F: 3 clusters Score -1010306 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1010729.062500 Penalty: 4429.787598
	Iteration 2F: 3 clusters Score -1010729 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1011087.000000 Penalty: 4429.787598
	Iteration 3F: 3 clusters Score -1011087 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1011401.812500 Penalty: 4429.787598
	Iteration 4F: 3 clusters Score -1011402 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1011662.062500 Penalty: 4429.787598
	Iteration 5F: 3 clusters Score -1011662 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1011889.687500 Penalty: 4429.787598
	Iteration 6Q: 3 clusters Score -1011890 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1012099.625000 Penalty: 4429.787598
	Iteration 7Q: 3 clusters Score -1012100 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1012272.562500 Penalty: 4429.787598
	Iteration 8Q: 3 clusters Score -1012273 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1012411.875000 Penalty: 4429.787598
	Iteration 9Q: 3 clusters Score -1012412 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1012565.750000 Penalty: 4429.787598
	Iteration 10Q: 3 clusters Score -1012566 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1012711.625000 Penalty: 4429.787598
	Iteration 11Q: 3 clusters Score -1012712 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1012876.500000 Penalty: 4429.787598
	Iteration 12Q: 3 clusters Score -1012876 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1013008.125000 Penalty: 4429.787598
	Iteration 13Q: 3 clusters Score -1013008 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1013109.812500 Penalty: 4429.787598
	Iteration 14Q: 3 clusters Score -1013110 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1013189.187500 Penalty: 4429.787598
	Iteration 15Q: 3 clusters Score -1013189 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1013269.625000 Penalty: 4429.787598
	Iteration 16Q: 3 clusters Score -1013270 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1013321.562500 Penalty: 4429.787598
	Iteration 17Q: 3 clusters Score -1013322 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1013365.375000 Penalty: 4429.787598
	Iteration 18Q: 3 clusters Score -1013365 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1013391.875000 Penalty: 4429.787598
	Iteration 19Q: 3 clusters Score -1013392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1013415.187500 Penalty: 4429.787598
	Iteration 20F: 3 clusters Score -1013415 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1013438.750000 Penalty: 4429.787598
	Iteration 21Q: 3 clusters Score -1013439 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1013459.062500 Penalty: 4429.787598
	Iteration 22Q: 3 clusters Score -1013459 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1013473.187500 Penalty: 4429.787598
	Iteration 23Q: 3 clusters Score -1013473 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1013484.937500 Penalty: 4429.787598
	Iteration 24Q: 3 clusters Score -1013485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1013493.312500 Penalty: 4429.787598
	Iteration 25Q: 3 clusters Score -1013493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1013501.750000 Penalty: 4429.787598
	Iteration 26Q: 3 clusters Score -1013502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1013505.250000 Penalty: 4429.787598
	Iteration 27Q: 3 clusters Score -1013505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1013509.750000 Penalty: 4429.787598
	Iteration 28Q: 3 clusters Score -1013510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1013512.125000 Penalty: 4429.787598
	Iteration 29Q: 3 clusters Score -1013512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1013515.437500 Penalty: 4429.787598
	Iteration 30Q: 3 clusters Score -1013515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1013518.437500 Penalty: 4429.787598
	Iteration 31Q: 3 clusters Score -1013518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1013522.312500 Penalty: 4429.787598
	Iteration 32Q: 3 clusters Score -1013522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1013525.437500 Penalty: 4429.787598
	Iteration 33Q: 3 clusters Score -1013525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1013525.250000 Penalty: 4429.787598
	Iteration 34Q: 3 clusters Score -1013525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1013529.312500 Penalty: 4429.787598
	Iteration 35Q: 3 clusters Score -1013529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1013530.562500 Penalty: 4429.787598
	Iteration 36Q: 3 clusters Score -1013531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1013533.687500 Penalty: 4429.787598
	Iteration 37Q: 3 clusters Score -1013534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1013533.437500 Penalty: 4429.787598
	Iteration 38Q: 3 clusters Score -1013533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1013537.125000 Penalty: 4429.787598
	Iteration 39Q: 3 clusters Score -1013537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1013534.000000 Penalty: 4429.787598
	Iteration 40F: 3 clusters Score -1013534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1013536.125000 Penalty: 4429.787598
	Iteration 41Q: 3 clusters Score -1013536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1013536.562500 Penalty: 4429.787598
	Iteration 42Q: 3 clusters Score -1013537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1013537.375000 Penalty: 4429.787598
	Iteration 43Q: 3 clusters Score -1013537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1013536.562500 Penalty: 4429.787598
	Iteration 44Q: 3 clusters Score -1013537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1013536.562500 Penalty: 4429.787598
	Iteration 45F: 3 clusters Score -1013537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Entering Unmasked Estep 
Score: -972212.937500 Penalty: 2204.206299
	Iteration 0F: 2 clusters Score -972212.9 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 3556 members 
Entering Unmasked Estep 
Score: -966328.000000 Penalty: 4408.412598
	Iteration 0F: 3 clusters Score -966328 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -968029.062500 Penalty: 4408.412598
	Iteration 1F: 3 clusters Score -968029.1 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -968456.250000 Penalty: 4408.412598
	Iteration 2F: 3 clusters Score -968456.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -968832.875000 Penalty: 4408.412598
	Iteration 3F: 3 clusters Score -968832.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -969228.437500 Penalty: 4408.412598
	Iteration 4F: 3 clusters Score -969228.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -969671.000000 Penalty: 4408.412598
	Iteration 5F: 3 clusters Score -969671 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -970039.125000 Penalty: 4408.412598
	Iteration 6F: 3 clusters Score -970039.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -970265.625000 Penalty: 4408.412598
	Iteration 7Q: 3 clusters Score -970265.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -970428.000000 Penalty: 4408.412598
	Iteration 8Q: 3 clusters Score -970428 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -970545.625000 Penalty: 4408.412598
	Iteration 9Q: 3 clusters Score -970545.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -970634.687500 Penalty: 4408.412598
	Iteration 10Q: 3 clusters Score -970634.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -970710.187500 Penalty: 4408.412598
	Iteration 11Q: 3 clusters Score -970710.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -970773.562500 Penalty: 4408.412598
	Iteration 12Q: 3 clusters Score -970773.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -970817.875000 Penalty: 4408.412598
	Iteration 13Q: 3 clusters Score -970817.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -970855.750000 Penalty: 4408.412598
	Iteration 14Q: 3 clusters Score -970855.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -970885.812500 Penalty: 4408.412598
	Iteration 15Q: 3 clusters Score -970885.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -970908.812500 Penalty: 4408.412598
	Iteration 16Q: 3 clusters Score -970908.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -970925.312500 Penalty: 4408.412598
	Iteration 17Q: 3 clusters Score -970925.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -970936.687500 Penalty: 4408.412598
	Iteration 18Q: 3 clusters Score -970936.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -970950.500000 Penalty: 4408.412598
	Iteration 19Q: 3 clusters Score -970950.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -970957.125000 Penalty: 4408.412598
	Iteration 20F: 3 clusters Score -970957.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -970959.250000 Penalty: 4408.412598
	Iteration 21Q: 3 clusters Score -970959.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -970966.687500 Penalty: 4408.412598
	Iteration 22Q: 3 clusters Score -970966.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -970965.625000 Penalty: 4408.412598
	Iteration 23Q: 3 clusters Score -970965.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -970967.250000 Penalty: 4408.412598
	Iteration 24Q: 3 clusters Score -970967.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -970969.125000 Penalty: 4408.412598
	Iteration 25Q: 3 clusters Score -970969.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -970969.687500 Penalty: 4408.412598
	Iteration 26Q: 3 clusters Score -970969.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -970969.625000 Penalty: 4408.412598
	Iteration 27Q: 3 clusters Score -970969.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -970970.875000 Penalty: 4408.412598
	Iteration 28Q: 3 clusters Score -970970.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -970970.250000 Penalty: 4408.412598
	Iteration 29Q: 3 clusters Score -970970.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -970969.562500 Penalty: 4408.412598
	Iteration 30Q: 3 clusters Score -970969.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -970969.937500 Penalty: 4408.412598
	Iteration 31Q: 3 clusters Score -970969.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -970969.937500 Penalty: 4408.412598
	Iteration 32F: 3 clusters Score -970969.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Entering Unmasked Estep 
Score: -748862.750000 Penalty: 2156.568848
	Iteration 0F: 2 clusters Score -748862.8 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 3028 members 
Entering Unmasked Estep 
Score: -743788.937500 Penalty: 4313.137695
	Iteration 0F: 3 clusters Score -743788.9 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -745429.312500 Penalty: 4313.137695
	Iteration 1F: 3 clusters Score -745429.3 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -745925.375000 Penalty: 4313.137695
	Iteration 2F: 3 clusters Score -745925.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -746325.312500 Penalty: 4313.137695
	Iteration 3F: 3 clusters Score -746325.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -746606.062500 Penalty: 4313.137695
	Iteration 4F: 3 clusters Score -746606.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -746844.250000 Penalty: 4313.137695
	Iteration 5Q: 3 clusters Score -746844.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -747090.062500 Penalty: 4313.137695
	Iteration 6Q: 3 clusters Score -747090.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -747385.500000 Penalty: 4313.137695
	Iteration 7Q: 3 clusters Score -747385.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -747608.312500 Penalty: 4313.137695
	Iteration 8Q: 3 clusters Score -747608.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -747765.812500 Penalty: 4313.137695
	Iteration 9Q: 3 clusters Score -747765.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -747880.375000 Penalty: 4313.137695
	Iteration 10Q: 3 clusters Score -747880.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -747943.000000 Penalty: 4313.137695
	Iteration 11Q: 3 clusters Score -747943 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -747990.312500 Penalty: 4313.137695
	Iteration 12Q: 3 clusters Score -747990.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -748023.812500 Penalty: 4313.137695
	Iteration 13Q: 3 clusters Score -748023.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -748052.687500 Penalty: 4313.137695
	Iteration 14Q: 3 clusters Score -748052.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -748067.937500 Penalty: 4313.137695
	Iteration 15Q: 3 clusters Score -748067.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -748077.500000 Penalty: 4313.137695
	Iteration 16Q: 3 clusters Score -748077.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -748088.000000 Penalty: 4313.137695
	Iteration 17Q: 3 clusters Score -748088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -748092.937500 Penalty: 4313.137695
	Iteration 18Q: 3 clusters Score -748092.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -748095.312500 Penalty: 4313.137695
	Iteration 19Q: 3 clusters Score -748095.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -748101.562500 Penalty: 4313.137695
	Iteration 20F: 3 clusters Score -748101.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -748109.625000 Penalty: 4313.137695
	Iteration 21Q: 3 clusters Score -748109.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -748109.312500 Penalty: 4313.137695
	Iteration 22Q: 3 clusters Score -748109.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -748109.687500 Penalty: 4313.137695
	Iteration 23Q: 3 clusters Score -748109.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -748111.312500 Penalty: 4313.137695
	Iteration 24Q: 3 clusters Score -748111.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -748114.187500 Penalty: 4313.137695
	Iteration 25Q: 3 clusters Score -748114.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -748113.000000 Penalty: 4313.137695
	Iteration 26Q: 3 clusters Score -748113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -748114.000000 Penalty: 4313.137695
	Iteration 27Q: 3 clusters Score -748114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -748112.625000 Penalty: 4313.137695
	Iteration 28Q: 3 clusters Score -748112.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -748112.625000 Penalty: 4313.137695
	Iteration 29F: 3 clusters Score -748112.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Entering Unmasked Estep 
Score: -1542534.500000 Penalty: 2309.374512
	Iteration 0F: 2 clusters Score -1542534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1534276.375000 Penalty: 4618.749023
	Iteration 0F: 3 clusters Score -1534276 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1536703.750000 Penalty: 4618.749023
	Iteration 1F: 3 clusters Score -1536704 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1536996.375000 Penalty: 4618.749023
	Iteration 2F: 3 clusters Score -1536996 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1537229.000000 Penalty: 4618.749023
	Iteration 3F: 3 clusters Score -1537229 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1537389.500000 Penalty: 4618.749023
	Iteration 4Q: 3 clusters Score -1537390 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1537517.875000 Penalty: 4618.749023
	Iteration 5Q: 3 clusters Score -1537518 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1537635.125000 Penalty: 4618.749023
	Iteration 6Q: 3 clusters Score -1537635 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1537744.000000 Penalty: 4618.749023
	Iteration 7Q: 3 clusters Score -1537744 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1537848.000000 Penalty: 4618.749023
	Iteration 8Q: 3 clusters Score -1537848 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1537958.625000 Penalty: 4618.749023
	Iteration 9Q: 3 clusters Score -1537959 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1538100.625000 Penalty: 4618.749023
	Iteration 10Q: 3 clusters Score -1538101 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1538269.625000 Penalty: 4618.749023
	Iteration 11Q: 3 clusters Score -1538270 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1538482.875000 Penalty: 4618.749023
	Iteration 12Q: 3 clusters Score -1538483 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1538717.000000 Penalty: 4618.749023
	Iteration 13Q: 3 clusters Score -1538717 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1538985.125000 Penalty: 4618.749023
	Iteration 14Q: 3 clusters Score -1538985 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1539222.750000 Penalty: 4618.749023
	Iteration 15Q: 3 clusters Score -1539223 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1539405.625000 Penalty: 4618.749023
	Iteration 16Q: 3 clusters Score -1539406 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1539529.625000 Penalty: 4618.749023
	Iteration 17Q: 3 clusters Score -1539530 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1539645.500000 Penalty: 4618.749023
	Iteration 18Q: 3 clusters Score -1539646 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1539709.750000 Penalty: 4618.749023
	Iteration 19Q: 3 clusters Score -1539710 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1539752.125000 Penalty: 4618.749023
	Iteration 20F: 3 clusters Score -1539752 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1539788.250000 Penalty: 4618.749023
	Iteration 21Q: 3 clusters Score -1539788 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1539832.375000 Penalty: 4618.749023
	Iteration 22Q: 3 clusters Score -1539832 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1539861.500000 Penalty: 4618.749023
	Iteration 23Q: 3 clusters Score -1539862 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1539890.750000 Penalty: 4618.749023
	Iteration 24Q: 3 clusters Score -1539891 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1539902.625000 Penalty: 4618.749023
	Iteration 25Q: 3 clusters Score -1539903 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1539926.625000 Penalty: 4618.749023
	Iteration 26Q: 3 clusters Score -1539927 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1539937.750000 Penalty: 4618.749023
	Iteration 27Q: 3 clusters Score -1539938 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1539956.875000 Penalty: 4618.749023
	Iteration 28Q: 3 clusters Score -1539957 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1539966.000000 Penalty: 4618.749023
	Iteration 29Q: 3 clusters Score -1539966 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1539979.125000 Penalty: 4618.749023
	Iteration 30Q: 3 clusters Score -1539979 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1539990.625000 Penalty: 4618.749023
	Iteration 31Q: 3 clusters Score -1539991 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1539996.500000 Penalty: 4618.749023
	Iteration 32Q: 3 clusters Score -1539996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1540005.500000 Penalty: 4618.749023
	Iteration 33Q: 3 clusters Score -1540006 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1540013.125000 Penalty: 4618.749023
	Iteration 34Q: 3 clusters Score -1540013 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1540020.250000 Penalty: 4618.749023
	Iteration 35Q: 3 clusters Score -1540020 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1540030.375000 Penalty: 4618.749023
	Iteration 36Q: 3 clusters Score -1540030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1540035.750000 Penalty: 4618.749023
	Iteration 37Q: 3 clusters Score -1540036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1540040.625000 Penalty: 4618.749023
	Iteration 38Q: 3 clusters Score -1540041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1540042.875000 Penalty: 4618.749023
	Iteration 39Q: 3 clusters Score -1540043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1540046.125000 Penalty: 4618.749023
	Iteration 40F: 3 clusters Score -1540046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1540048.625000 Penalty: 4618.749023
	Iteration 41Q: 3 clusters Score -1540049 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1540058.250000 Penalty: 4618.749023
	Iteration 42Q: 3 clusters Score -1540058 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1540063.250000 Penalty: 4618.749023
	Iteration 43Q: 3 clusters Score -1540063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1540070.250000 Penalty: 4618.749023
	Iteration 44Q: 3 clusters Score -1540070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1540072.625000 Penalty: 4618.749023
	Iteration 45Q: 3 clusters Score -1540073 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1540076.875000 Penalty: 4618.749023
	Iteration 46Q: 3 clusters Score -1540077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1540073.875000 Penalty: 4618.749023
	Iteration 47Q: 3 clusters Score -1540074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1540081.500000 Penalty: 4618.749023
	Iteration 48Q: 3 clusters Score -1540082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1540088.375000 Penalty: 4618.749023
	Iteration 49Q: 3 clusters Score -1540088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1540092.125000 Penalty: 4618.749023
	Iteration 50Q: 3 clusters Score -1540092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1540091.125000 Penalty: 4618.749023
	Iteration 51Q: 3 clusters Score -1540091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1540095.375000 Penalty: 4618.749023
	Iteration 52Q: 3 clusters Score -1540095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1540094.250000 Penalty: 4618.749023
	Iteration 53Q: 3 clusters Score -1540094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1540093.750000 Penalty: 4618.749023
	Iteration 54Q: 3 clusters Score -1540094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1540091.875000 Penalty: 4618.749023
	Iteration 55Q: 3 clusters Score -1540092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1540093.000000 Penalty: 4618.749023
	Iteration 56Q: 3 clusters Score -1540093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1540093.000000 Penalty: 4618.749023
	Iteration 57F: 3 clusters Score -1540093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Entering Unmasked Estep 
Score: -1262718.375000 Penalty: 2267.549805
	Iteration 0F: 2 clusters Score -1262718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1255399.000000 Penalty: 4535.099609
	Iteration 0F: 3 clusters Score -1255399 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1257456.000000 Penalty: 4535.099609
	Iteration 1F: 3 clusters Score -1257456 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1257772.625000 Penalty: 4535.099609
	Iteration 2F: 3 clusters Score -1257773 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1258061.500000 Penalty: 4535.099609
	Iteration 3F: 3 clusters Score -1258062 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1258345.625000 Penalty: 4535.099609
	Iteration 4F: 3 clusters Score -1258346 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1258705.375000 Penalty: 4535.099609
	Iteration 5F: 3 clusters Score -1258705 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1259160.625000 Penalty: 4535.099609
	Iteration 6F: 3 clusters Score -1259161 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1259790.750000 Penalty: 4535.099609
	Iteration 7F: 3 clusters Score -1259791 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1260440.250000 Penalty: 4535.099609
	Iteration 8F: 3 clusters Score -1260440 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1260913.250000 Penalty: 4535.099609
	Iteration 9F: 3 clusters Score -1260913 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1261190.750000 Penalty: 4535.099609
	Iteration 10Q: 3 clusters Score -1261191 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1261364.375000 Penalty: 4535.099609
	Iteration 11Q: 3 clusters Score -1261364 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1261482.125000 Penalty: 4535.099609
	Iteration 12Q: 3 clusters Score -1261482 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1261542.875000 Penalty: 4535.099609
	Iteration 13Q: 3 clusters Score -1261543 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1261581.875000 Penalty: 4535.099609
	Iteration 14Q: 3 clusters Score -1261582 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1261608.250000 Penalty: 4535.099609
	Iteration 15Q: 3 clusters Score -1261608 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1261625.500000 Penalty: 4535.099609
	Iteration 16Q: 3 clusters Score -1261626 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1261643.375000 Penalty: 4535.099609
	Iteration 17Q: 3 clusters Score -1261643 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1261648.750000 Penalty: 4535.099609
	Iteration 18Q: 3 clusters Score -1261649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1261653.750000 Penalty: 4535.099609
	Iteration 19Q: 3 clusters Score -1261654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1261661.875000 Penalty: 4535.099609
	Iteration 20F: 3 clusters Score -1261662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1261666.875000 Penalty: 4535.099609
	Iteration 21Q: 3 clusters Score -1261667 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1261674.000000 Penalty: 4535.099609
	Iteration 22Q: 3 clusters Score -1261674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1261683.625000 Penalty: 4535.099609
	Iteration 23Q: 3 clusters Score -1261684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1261689.250000 Penalty: 4535.099609
	Iteration 24Q: 3 clusters Score -1261689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1261691.500000 Penalty: 4535.099609
	Iteration 25Q: 3 clusters Score -1261692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1261697.875000 Penalty: 4535.099609
	Iteration 26Q: 3 clusters Score -1261698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1261704.875000 Penalty: 4535.099609
	Iteration 27Q: 3 clusters Score -1261705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1261714.500000 Penalty: 4535.099609
	Iteration 28Q: 3 clusters Score -1261714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1261720.500000 Penalty: 4535.099609
	Iteration 29Q: 3 clusters Score -1261720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1261725.875000 Penalty: 4535.099609
	Iteration 30Q: 3 clusters Score -1261726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1261731.250000 Penalty: 4535.099609
	Iteration 31Q: 3 clusters Score -1261731 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1261734.000000 Penalty: 4535.099609
	Iteration 32Q: 3 clusters Score -1261734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1261746.875000 Penalty: 4535.099609
	Iteration 33Q: 3 clusters Score -1261747 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1261755.500000 Penalty: 4535.099609
	Iteration 34Q: 3 clusters Score -1261756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1261765.250000 Penalty: 4535.099609
	Iteration 35Q: 3 clusters Score -1261765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1261769.625000 Penalty: 4535.099609
	Iteration 36Q: 3 clusters Score -1261770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1261779.875000 Penalty: 4535.099609
	Iteration 37Q: 3 clusters Score -1261780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1261784.875000 Penalty: 4535.099609
	Iteration 38Q: 3 clusters Score -1261785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1261790.375000 Penalty: 4535.099609
	Iteration 39Q: 3 clusters Score -1261790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1261798.750000 Penalty: 4535.099609
	Iteration 40F: 3 clusters Score -1261799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1261801.000000 Penalty: 4535.099609
	Iteration 41Q: 3 clusters Score -1261801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1261807.625000 Penalty: 4535.099609
	Iteration 42Q: 3 clusters Score -1261808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1261815.125000 Penalty: 4535.099609
	Iteration 43Q: 3 clusters Score -1261815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1261822.250000 Penalty: 4535.099609
	Iteration 44Q: 3 clusters Score -1261822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1261826.125000 Penalty: 4535.099609
	Iteration 45Q: 3 clusters Score -1261826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1261847.250000 Penalty: 4535.099609
	Iteration 46Q: 3 clusters Score -1261847 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1261878.125000 Penalty: 4535.099609
	Iteration 47Q: 3 clusters Score -1261878 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1261931.875000 Penalty: 4535.099609
	Iteration 48Q: 3 clusters Score -1261932 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1261991.750000 Penalty: 4535.099609
	Iteration 49Q: 3 clusters Score -1261992 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1262051.625000 Penalty: 4535.099609
	Iteration 50Q: 3 clusters Score -1262052 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1262102.375000 Penalty: 4535.099609
	Iteration 51Q: 3 clusters Score -1262102 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1262154.500000 Penalty: 4535.099609
	Iteration 52Q: 3 clusters Score -1262154 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1262209.250000 Penalty: 4535.099609
	Iteration 53Q: 3 clusters Score -1262209 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1262235.125000 Penalty: 4535.099609
	Iteration 54Q: 3 clusters Score -1262235 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1262261.000000 Penalty: 4535.099609
	Iteration 55Q: 3 clusters Score -1262261 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1262278.125000 Penalty: 4535.099609
	Iteration 56Q: 3 clusters Score -1262278 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1262298.875000 Penalty: 4535.099609
	Iteration 57Q: 3 clusters Score -1262299 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1262318.375000 Penalty: 4535.099609
	Iteration 58Q: 3 clusters Score -1262318 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1262330.000000 Penalty: 4535.099609
	Iteration 59Q: 3 clusters Score -1262330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1262341.750000 Penalty: 4535.099609
	Iteration 60F: 3 clusters Score -1262342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1262350.500000 Penalty: 4535.099609
	Iteration 61Q: 3 clusters Score -1262350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1262357.375000 Penalty: 4535.099609
	Iteration 62Q: 3 clusters Score -1262357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1262360.250000 Penalty: 4535.099609
	Iteration 63Q: 3 clusters Score -1262360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1262367.750000 Penalty: 4535.099609
	Iteration 64Q: 3 clusters Score -1262368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1262371.500000 Penalty: 4535.099609
	Iteration 65Q: 3 clusters Score -1262372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1262381.375000 Penalty: 4535.099609
	Iteration 66Q: 3 clusters Score -1262381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1262385.750000 Penalty: 4535.099609
	Iteration 67Q: 3 clusters Score -1262386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1262393.125000 Penalty: 4535.099609
	Iteration 68Q: 3 clusters Score -1262393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1262396.625000 Penalty: 4535.099609
	Iteration 69Q: 3 clusters Score -1262397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1262404.500000 Penalty: 4535.099609
	Iteration 70Q: 3 clusters Score -1262404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1262406.625000 Penalty: 4535.099609
	Iteration 71Q: 3 clusters Score -1262407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1262414.250000 Penalty: 4535.099609
	Iteration 72Q: 3 clusters Score -1262414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1262416.000000 Penalty: 4535.099609
	Iteration 73Q: 3 clusters Score -1262416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1262421.500000 Penalty: 4535.099609
	Iteration 74Q: 3 clusters Score -1262422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1262425.375000 Penalty: 4535.099609
	Iteration 75Q: 3 clusters Score -1262425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1262430.375000 Penalty: 4535.099609
	Iteration 76Q: 3 clusters Score -1262430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1262432.250000 Penalty: 4535.099609
	Iteration 77Q: 3 clusters Score -1262432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1262432.125000 Penalty: 4535.099609
	Iteration 78Q: 3 clusters Score -1262432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1262433.375000 Penalty: 4535.099609
	Iteration 79Q: 3 clusters Score -1262433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1262437.250000 Penalty: 4535.099609
	Iteration 80F: 3 clusters Score -1262437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1262436.125000 Penalty: 4535.099609
	Iteration 81Q: 3 clusters Score -1262436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1262439.375000 Penalty: 4535.099609
	Iteration 82Q: 3 clusters Score -1262439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1262437.250000 Penalty: 4535.099609
	Iteration 83Q: 3 clusters Score -1262437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1262438.625000 Penalty: 4535.099609
	Iteration 84Q: 3 clusters Score -1262439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1262438.500000 Penalty: 4535.099609
	Iteration 85Q: 3 clusters Score -1262438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1262438.750000 Penalty: 4535.099609
	Iteration 86Q: 3 clusters Score -1262439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1262437.500000 Penalty: 4535.099609
	Iteration 87Q: 3 clusters Score -1262438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1262438.250000 Penalty: 4535.099609
	Iteration 88Q: 3 clusters Score -1262438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1262440.250000 Penalty: 4535.099609
	Iteration 89Q: 3 clusters Score -1262440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1262441.375000 Penalty: 4535.099609
	Iteration 90Q: 3 clusters Score -1262441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1262441.250000 Penalty: 4535.099609
	Iteration 91Q: 3 clusters Score -1262441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1262439.625000 Penalty: 4535.099609
	Iteration 92Q: 3 clusters Score -1262440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1262439.625000 Penalty: 4535.099609
	Iteration 93F: 3 clusters Score -1262440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Entering Unmasked Estep 
Score: -1243697.000000 Penalty: 2260.339111
	Iteration 0F: 2 clusters Score -1243697 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 4537 members 
Entering Unmasked Estep 
Score: -1236658.750000 Penalty: 4520.678223
	Iteration 0F: 3 clusters Score -1236659 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1238607.500000 Penalty: 4520.678223
	Iteration 1F: 3 clusters Score -1238608 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1238840.250000 Penalty: 4520.678223
	Iteration 2F: 3 clusters Score -1238840 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1238986.625000 Penalty: 4520.678223
	Iteration 3Q: 3 clusters Score -1238987 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1239100.875000 Penalty: 4520.678223
	Iteration 4Q: 3 clusters Score -1239101 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1239207.000000 Penalty: 4520.678223
	Iteration 5Q: 3 clusters Score -1239207 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1239301.375000 Penalty: 4520.678223
	Iteration 6Q: 3 clusters Score -1239301 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1239374.000000 Penalty: 4520.678223
	Iteration 7Q: 3 clusters Score -1239374 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1239442.375000 Penalty: 4520.678223
	Iteration 8Q: 3 clusters Score -1239442 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1239515.750000 Penalty: 4520.678223
	Iteration 9Q: 3 clusters Score -1239516 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1239598.125000 Penalty: 4520.678223
	Iteration 10Q: 3 clusters Score -1239598 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1239693.125000 Penalty: 4520.678223
	Iteration 11Q: 3 clusters Score -1239693 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1239776.000000 Penalty: 4520.678223
	Iteration 12Q: 3 clusters Score -1239776 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1239864.375000 Penalty: 4520.678223
	Iteration 13Q: 3 clusters Score -1239864 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1239956.000000 Penalty: 4520.678223
	Iteration 14Q: 3 clusters Score -1239956 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1240049.750000 Penalty: 4520.678223
	Iteration 15Q: 3 clusters Score -1240050 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1240168.125000 Penalty: 4520.678223
	Iteration 16Q: 3 clusters Score -1240168 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1240273.500000 Penalty: 4520.678223
	Iteration 17Q: 3 clusters Score -1240274 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1240391.375000 Penalty: 4520.678223
	Iteration 18Q: 3 clusters Score -1240391 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1240527.375000 Penalty: 4520.678223
	Iteration 19Q: 3 clusters Score -1240527 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1240697.375000 Penalty: 4520.678223
	Iteration 20F: 3 clusters Score -1240697 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1240864.125000 Penalty: 4520.678223
	Iteration 21Q: 3 clusters Score -1240864 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1241010.625000 Penalty: 4520.678223
	Iteration 22Q: 3 clusters Score -1241011 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1241141.750000 Penalty: 4520.678223
	Iteration 23Q: 3 clusters Score -1241142 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1241249.125000 Penalty: 4520.678223
	Iteration 24Q: 3 clusters Score -1241249 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1241326.625000 Penalty: 4520.678223
	Iteration 25Q: 3 clusters Score -1241327 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1241402.375000 Penalty: 4520.678223
	Iteration 26Q: 3 clusters Score -1241402 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1241456.875000 Penalty: 4520.678223
	Iteration 27Q: 3 clusters Score -1241457 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1241508.250000 Penalty: 4520.678223
	Iteration 28Q: 3 clusters Score -1241508 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1241557.250000 Penalty: 4520.678223
	Iteration 29Q: 3 clusters Score -1241557 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1241587.125000 Penalty: 4520.678223
	Iteration 30Q: 3 clusters Score -1241587 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1241608.500000 Penalty: 4520.678223
	Iteration 31Q: 3 clusters Score -1241608 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1241625.000000 Penalty: 4520.678223
	Iteration 32Q: 3 clusters Score -1241625 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1241638.375000 Penalty: 4520.678223
	Iteration 33Q: 3 clusters Score -1241638 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1241660.250000 Penalty: 4520.678223
	Iteration 34Q: 3 clusters Score -1241660 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1241677.250000 Penalty: 4520.678223
	Iteration 35Q: 3 clusters Score -1241677 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1241690.500000 Penalty: 4520.678223
	Iteration 36Q: 3 clusters Score -1241690 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1241709.000000 Penalty: 4520.678223
	Iteration 37Q: 3 clusters Score -1241709 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1241732.375000 Penalty: 4520.678223
	Iteration 38Q: 3 clusters Score -1241732 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1241759.500000 Penalty: 4520.678223
	Iteration 39Q: 3 clusters Score -1241760 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1241780.875000 Penalty: 4520.678223
	Iteration 40F: 3 clusters Score -1241781 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1241806.125000 Penalty: 4520.678223
	Iteration 41Q: 3 clusters Score -1241806 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1241832.000000 Penalty: 4520.678223
	Iteration 42Q: 3 clusters Score -1241832 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1241854.125000 Penalty: 4520.678223
	Iteration 43Q: 3 clusters Score -1241854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1241866.875000 Penalty: 4520.678223
	Iteration 44Q: 3 clusters Score -1241867 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1241880.625000 Penalty: 4520.678223
	Iteration 45Q: 3 clusters Score -1241881 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1241888.750000 Penalty: 4520.678223
	Iteration 46Q: 3 clusters Score -1241889 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1241900.500000 Penalty: 4520.678223
	Iteration 47Q: 3 clusters Score -1241900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1241908.750000 Penalty: 4520.678223
	Iteration 48Q: 3 clusters Score -1241909 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1241918.000000 Penalty: 4520.678223
	Iteration 49Q: 3 clusters Score -1241918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1241923.375000 Penalty: 4520.678223
	Iteration 50Q: 3 clusters Score -1241923 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1241928.125000 Penalty: 4520.678223
	Iteration 51Q: 3 clusters Score -1241928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1241937.750000 Penalty: 4520.678223
	Iteration 52Q: 3 clusters Score -1241938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1241946.375000 Penalty: 4520.678223
	Iteration 53Q: 3 clusters Score -1241946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1241952.250000 Penalty: 4520.678223
	Iteration 54Q: 3 clusters Score -1241952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1241955.625000 Penalty: 4520.678223
	Iteration 55Q: 3 clusters Score -1241956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1241960.250000 Penalty: 4520.678223
	Iteration 56Q: 3 clusters Score -1241960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1241961.000000 Penalty: 4520.678223
	Iteration 57Q: 3 clusters Score -1241961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1241964.500000 Penalty: 4520.678223
	Iteration 58Q: 3 clusters Score -1241964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1241964.625000 Penalty: 4520.678223
	Iteration 59Q: 3 clusters Score -1241965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1241967.750000 Penalty: 4520.678223
	Iteration 60F: 3 clusters Score -1241968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1241965.875000 Penalty: 4520.678223
	Iteration 61Q: 3 clusters Score -1241966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1241967.625000 Penalty: 4520.678223
	Iteration 62Q: 3 clusters Score -1241968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1241967.625000 Penalty: 4520.678223
	Iteration 63Q: 3 clusters Score -1241968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1241969.000000 Penalty: 4520.678223
	Iteration 64Q: 3 clusters Score -1241969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1241968.875000 Penalty: 4520.678223
	Iteration 65Q: 3 clusters Score -1241969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1241972.375000 Penalty: 4520.678223
	Iteration 66Q: 3 clusters Score -1241972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1241972.625000 Penalty: 4520.678223
	Iteration 67Q: 3 clusters Score -1241973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1241972.250000 Penalty: 4520.678223
	Iteration 68Q: 3 clusters Score -1241972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1241973.875000 Penalty: 4520.678223
	Iteration 69Q: 3 clusters Score -1241974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1241974.875000 Penalty: 4520.678223
	Iteration 70Q: 3 clusters Score -1241975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1241972.000000 Penalty: 4520.678223
	Iteration 71Q: 3 clusters Score -1241972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1241976.250000 Penalty: 4520.678223
	Iteration 72Q: 3 clusters Score -1241976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1241975.125000 Penalty: 4520.678223
	Iteration 73Q: 3 clusters Score -1241975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1241973.750000 Penalty: 4520.678223
	Iteration 74Q: 3 clusters Score -1241974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1241973.750000 Penalty: 4520.678223
	Iteration 75F: 3 clusters Score -1241974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Entering Unmasked Estep 
Score: -3380075.500000 Penalty: 2508.631348
	Iteration 0F: 2 clusters Score -3380076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -3362953.250000 Penalty: 5017.262695
	Iteration 0F: 3 clusters Score -3362953 nChanged 11076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -3368720.500000 Penalty: 5017.262695
	Iteration 1F: 3 clusters Score -3368720 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -3369111.750000 Penalty: 5017.262695
	Iteration 2Q: 3 clusters Score -3369112 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -3369483.500000 Penalty: 5017.262695
	Iteration 3Q: 3 clusters Score -3369484 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -3369928.000000 Penalty: 5017.262695
	Iteration 4Q: 3 clusters Score -3369928 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -3370537.750000 Penalty: 5017.262695
	Iteration 5Q: 3 clusters Score -3370538 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -3371352.750000 Penalty: 5017.262695
	Iteration 6Q: 3 clusters Score -3371353 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3372381.250000 Penalty: 5017.262695
	Iteration 7F: 3 clusters Score -3372381 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -3373413.750000 Penalty: 5017.262695
	Iteration 8F: 3 clusters Score -3373414 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -3374279.750000 Penalty: 5017.262695
	Iteration 9F: 3 clusters Score -3374280 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3374924.250000 Penalty: 5017.262695
	Iteration 10F: 3 clusters Score -3374924 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3375359.750000 Penalty: 5017.262695
	Iteration 11Q: 3 clusters Score -3375360 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -3375705.250000 Penalty: 5017.262695
	Iteration 12Q: 3 clusters Score -3375705 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -3375917.250000 Penalty: 5017.262695
	Iteration 13Q: 3 clusters Score -3375917 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -3376084.500000 Penalty: 5017.262695
	Iteration 14Q: 3 clusters Score -3376084 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3376246.750000 Penalty: 5017.262695
	Iteration 15Q: 3 clusters Score -3376247 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3376405.500000 Penalty: 5017.262695
	Iteration 16Q: 3 clusters Score -3376406 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -3376560.000000 Penalty: 5017.262695
	Iteration 17Q: 3 clusters Score -3376560 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -3376738.000000 Penalty: 5017.262695
	Iteration 18Q: 3 clusters Score -3376738 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -3376935.000000 Penalty: 5017.262695
	Iteration 19Q: 3 clusters Score -3376935 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -3377149.250000 Penalty: 5017.262695
	Iteration 20F: 3 clusters Score -3377149 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -3377345.750000 Penalty: 5017.262695
	Iteration 21Q: 3 clusters Score -3377346 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -3377486.000000 Penalty: 5017.262695
	Iteration 22Q: 3 clusters Score -3377486 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -3377585.500000 Penalty: 5017.262695
	Iteration 23Q: 3 clusters Score -3377586 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -3377679.250000 Penalty: 5017.262695
	Iteration 24Q: 3 clusters Score -3377679 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3377773.500000 Penalty: 5017.262695
	Iteration 25Q: 3 clusters Score -3377774 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -3377834.000000 Penalty: 5017.262695
	Iteration 26Q: 3 clusters Score -3377834 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -3377892.250000 Penalty: 5017.262695
	Iteration 27Q: 3 clusters Score -3377892 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3377930.500000 Penalty: 5017.262695
	Iteration 28Q: 3 clusters Score -3377930 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -3377965.000000 Penalty: 5017.262695
	Iteration 29Q: 3 clusters Score -3377965 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -3377991.250000 Penalty: 5017.262695
	Iteration 30Q: 3 clusters Score -3377991 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -3378028.250000 Penalty: 5017.262695
	Iteration 31Q: 3 clusters Score -3378028 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -3378038.500000 Penalty: 5017.262695
	Iteration 32Q: 3 clusters Score -3378038 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -3378055.250000 Penalty: 5017.262695
	Iteration 33Q: 3 clusters Score -3378055 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -3378075.250000 Penalty: 5017.262695
	Iteration 34Q: 3 clusters Score -3378075 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -3378092.500000 Penalty: 5017.262695
	Iteration 35Q: 3 clusters Score -3378092 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -3378109.250000 Penalty: 5017.262695
	Iteration 36Q: 3 clusters Score -3378109 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -3378122.500000 Penalty: 5017.262695
	Iteration 37Q: 3 clusters Score -3378122 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -3378131.500000 Penalty: 5017.262695
	Iteration 38Q: 3 clusters Score -3378132 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -3378166.500000 Penalty: 5017.262695
	Iteration 39Q: 3 clusters Score -3378166 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -3378196.250000 Penalty: 5017.262695
	Iteration 40F: 3 clusters Score -3378196 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -3378231.500000 Penalty: 5017.262695
	Iteration 41Q: 3 clusters Score -3378232 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -3378256.750000 Penalty: 5017.262695
	Iteration 42Q: 3 clusters Score -3378257 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -3378293.000000 Penalty: 5017.262695
	Iteration 43Q: 3 clusters Score -3378293 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -3378304.750000 Penalty: 5017.262695
	Iteration 44Q: 3 clusters Score -3378305 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -3378343.500000 Penalty: 5017.262695
	Iteration 45Q: 3 clusters Score -3378344 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -3378388.750000 Penalty: 5017.262695
	Iteration 46Q: 3 clusters Score -3378389 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -3378425.750000 Penalty: 5017.262695
	Iteration 47Q: 3 clusters Score -3378426 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -3378471.750000 Penalty: 5017.262695
	Iteration 48Q: 3 clusters Score -3378472 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -3378523.000000 Penalty: 5017.262695
	Iteration 49Q: 3 clusters Score -3378523 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -3378566.000000 Penalty: 5017.262695
	Iteration 50Q: 3 clusters Score -3378566 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -3378635.000000 Penalty: 5017.262695
	Iteration 51Q: 3 clusters Score -3378635 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -3378678.250000 Penalty: 5017.262695
	Iteration 52Q: 3 clusters Score -3378678 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -3378727.250000 Penalty: 5017.262695
	Iteration 53Q: 3 clusters Score -3378727 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -3378806.500000 Penalty: 5017.262695
	Iteration 54Q: 3 clusters Score -3378806 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -3378877.750000 Penalty: 5017.262695
	Iteration 55Q: 3 clusters Score -3378878 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -3378954.750000 Penalty: 5017.262695
	Iteration 56Q: 3 clusters Score -3378955 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -3379019.500000 Penalty: 5017.262695
	Iteration 57Q: 3 clusters Score -3379020 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -3379097.250000 Penalty: 5017.262695
	Iteration 58Q: 3 clusters Score -3379097 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -3379164.250000 Penalty: 5017.262695
	Iteration 59Q: 3 clusters Score -3379164 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -3379244.750000 Penalty: 5017.262695
	Iteration 60F: 3 clusters Score -3379245 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -3379325.250000 Penalty: 5017.262695
	Iteration 61Q: 3 clusters Score -3379325 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -3379403.250000 Penalty: 5017.262695
	Iteration 62Q: 3 clusters Score -3379403 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -3379452.250000 Penalty: 5017.262695
	Iteration 63Q: 3 clusters Score -3379452 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -3379529.000000 Penalty: 5017.262695
	Iteration 64Q: 3 clusters Score -3379529 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -3379581.500000 Penalty: 5017.262695
	Iteration 65Q: 3 clusters Score -3379582 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -3379636.000000 Penalty: 5017.262695
	Iteration 66Q: 3 clusters Score -3379636 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -3379690.500000 Penalty: 5017.262695
	Iteration 67Q: 3 clusters Score -3379690 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -3379726.000000 Penalty: 5017.262695
	Iteration 68Q: 3 clusters Score -3379726 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -3379755.250000 Penalty: 5017.262695
	Iteration 69Q: 3 clusters Score -3379755 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -3379779.250000 Penalty: 5017.262695
	Iteration 70Q: 3 clusters Score -3379779 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -3379805.500000 Penalty: 5017.262695
	Iteration 71Q: 3 clusters Score -3379806 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -3379812.250000 Penalty: 5017.262695
	Iteration 72Q: 3 clusters Score -3379812 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -3379819.250000 Penalty: 5017.262695
	Iteration 73Q: 3 clusters Score -3379819 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -3379816.250000 Penalty: 5017.262695
	Iteration 74Q: 3 clusters Score -3379816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -3379820.500000 Penalty: 5017.262695
	Iteration 75Q: 3 clusters Score -3379820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -3379827.000000 Penalty: 5017.262695
	Iteration 76Q: 3 clusters Score -3379827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -3379830.000000 Penalty: 5017.262695
	Iteration 77Q: 3 clusters Score -3379830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -3379831.750000 Penalty: 5017.262695
	Iteration 78Q: 3 clusters Score -3379832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3379837.500000 Penalty: 5017.262695
	Iteration 79Q: 3 clusters Score -3379838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -3379835.500000 Penalty: 5017.262695
	Iteration 80F: 3 clusters Score -3379836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -3379841.250000 Penalty: 5017.262695
	Iteration 81Q: 3 clusters Score -3379841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -3379839.500000 Penalty: 5017.262695
	Iteration 82Q: 3 clusters Score -3379840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -3379844.000000 Penalty: 5017.262695
	Iteration 83Q: 3 clusters Score -3379844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -3379838.750000 Penalty: 5017.262695
	Iteration 84Q: 3 clusters Score -3379839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -3379842.500000 Penalty: 5017.262695
	Iteration 85Q: 3 clusters Score -3379842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -3379843.750000 Penalty: 5017.262695
	Iteration 86Q: 3 clusters Score -3379844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -3379843.500000 Penalty: 5017.262695
	Iteration 87Q: 3 clusters Score -3379844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -3379842.500000 Penalty: 5017.262695
	Iteration 88Q: 3 clusters Score -3379842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -3379843.500000 Penalty: 5017.262695
	Iteration 89Q: 3 clusters Score -3379844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -3379849.500000 Penalty: 5017.262695
	Iteration 90Q: 3 clusters Score -3379850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -3379847.500000 Penalty: 5017.262695
	Iteration 91Q: 3 clusters Score -3379848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3379846.750000 Penalty: 5017.262695
	Iteration 92Q: 3 clusters Score -3379847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -3379843.750000 Penalty: 5017.262695
	Iteration 93Q: 3 clusters Score -3379844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -3379846.000000 Penalty: 5017.262695
	Iteration 94Q: 3 clusters Score -3379846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -3379846.000000 Penalty: 5017.262695
	Iteration 95F: 3 clusters Score -3379846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Entering Unmasked Estep 
Score: -395470.968750 Penalty: 1985.248291
	Iteration 0F: 2 clusters Score -395471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -392238.937500 Penalty: 3970.496582
	Iteration 0F: 3 clusters Score -392238.9 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -392976.062500 Penalty: 3970.496582
	Iteration 1F: 3 clusters Score -392976.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -393218.687500 Penalty: 3970.496582
	Iteration 2F: 3 clusters Score -393218.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -393366.718750 Penalty: 3970.496582
	Iteration 3F: 3 clusters Score -393366.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -393452.187500 Penalty: 3970.496582
	Iteration 4Q: 3 clusters Score -393452.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -393512.000000 Penalty: 3970.496582
	Iteration 5Q: 3 clusters Score -393512 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -393554.562500 Penalty: 3970.496582
	Iteration 6Q: 3 clusters Score -393554.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -393580.625000 Penalty: 3970.496582
	Iteration 7Q: 3 clusters Score -393580.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -393601.281250 Penalty: 3970.496582
	Iteration 8Q: 3 clusters Score -393601.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -393625.250000 Penalty: 3970.496582
	Iteration 9Q: 3 clusters Score -393625.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -393644.375000 Penalty: 3970.496582
	Iteration 10Q: 3 clusters Score -393644.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -393665.250000 Penalty: 3970.496582
	Iteration 11Q: 3 clusters Score -393665.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -393678.593750 Penalty: 3970.496582
	Iteration 12Q: 3 clusters Score -393678.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -393693.031250 Penalty: 3970.496582
	Iteration 13Q: 3 clusters Score -393693 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -393709.750000 Penalty: 3970.496582
	Iteration 14Q: 3 clusters Score -393709.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -393727.718750 Penalty: 3970.496582
	Iteration 15Q: 3 clusters Score -393727.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -393743.468750 Penalty: 3970.496582
	Iteration 16Q: 3 clusters Score -393743.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -393757.562500 Penalty: 3970.496582
	Iteration 17Q: 3 clusters Score -393757.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -393768.000000 Penalty: 3970.496582
	Iteration 18Q: 3 clusters Score -393768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -393775.281250 Penalty: 3970.496582
	Iteration 19Q: 3 clusters Score -393775.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -393781.343750 Penalty: 3970.496582
	Iteration 20F: 3 clusters Score -393781.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -393788.062500 Penalty: 3970.496582
	Iteration 21Q: 3 clusters Score -393788.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -393793.250000 Penalty: 3970.496582
	Iteration 22Q: 3 clusters Score -393793.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -393796.562500 Penalty: 3970.496582
	Iteration 23Q: 3 clusters Score -393796.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -393801.812500 Penalty: 3970.496582
	Iteration 24Q: 3 clusters Score -393801.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -393811.437500 Penalty: 3970.496582
	Iteration 25Q: 3 clusters Score -393811.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -393818.468750 Penalty: 3970.496582
	Iteration 26Q: 3 clusters Score -393818.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -393822.625000 Penalty: 3970.496582
	Iteration 27Q: 3 clusters Score -393822.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -393828.343750 Penalty: 3970.496582
	Iteration 28Q: 3 clusters Score -393828.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -393834.218750 Penalty: 3970.496582
	Iteration 29Q: 3 clusters Score -393834.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -393836.812500 Penalty: 3970.496582
	Iteration 30Q: 3 clusters Score -393836.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -393839.250000 Penalty: 3970.496582
	Iteration 31Q: 3 clusters Score -393839.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -393841.593750 Penalty: 3970.496582
	Iteration 32Q: 3 clusters Score -393841.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -393842.531250 Penalty: 3970.496582
	Iteration 33Q: 3 clusters Score -393842.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -393844.125000 Penalty: 3970.496582
	Iteration 34Q: 3 clusters Score -393844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -393843.531250 Penalty: 3970.496582
	Iteration 35Q: 3 clusters Score -393843.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -393844.343750 Penalty: 3970.496582
	Iteration 36Q: 3 clusters Score -393844.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -393844.343750 Penalty: 3970.496582
	Iteration 37F: 3 clusters Score -393844.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (136597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136597 members 
Entering Unmasked Estep 
Score: -18908620.000000 Penalty: 2932.547852
	Iteration 0F: 2 clusters Score -1.890862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68146 members 
Mstep: Class 2 contains 68451 members 
Entering Unmasked Estep 
Score: -18818622.000000 Penalty: 5865.095703
	Iteration 0F: 3 clusters Score -1.881862e+07 nChanged 65095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 69214 members 
Entering Unmasked Estep 
Score: -18856226.000000 Penalty: 5865.095703
	Iteration 1F: 3 clusters Score -1.885623e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66927 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -18857080.000000 Penalty: 5865.095703
	Iteration 2Q: 3 clusters Score -1.885708e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66095 members 
Mstep: Class 2 contains 70502 members 
Entering Unmasked Estep 
Score: -18858120.000000 Penalty: 5865.095703
	Iteration 3Q: 3 clusters Score -1.885812e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64844 members 
Mstep: Class 2 contains 71753 members 
Entering Unmasked Estep 
Score: -18859530.000000 Penalty: 5865.095703
	Iteration 4Q: 3 clusters Score -1.885953e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 73596 members 
Entering Unmasked Estep 
Score: -18861358.000000 Penalty: 5865.095703
	Iteration 5Q: 3 clusters Score -1.886136e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 76293 members 
Entering Unmasked Estep 
Score: -18863994.000000 Penalty: 5865.095703
	Iteration 6Q: 3 clusters Score -1.886399e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56745 members 
Mstep: Class 2 contains 79852 members 
Entering Unmasked Estep 
Score: -18867630.000000 Penalty: 5865.095703
	Iteration 7Q: 3 clusters Score -1.886763e+07 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 84317 members 
Entering Unmasked Estep 
Score: -18872346.000000 Penalty: 5865.095703
	Iteration 8F: 3 clusters Score -1.887235e+07 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 89535 members 
Entering Unmasked Estep 
Score: -18877708.000000 Penalty: 5865.095703
	Iteration 9F: 3 clusters Score -1.887771e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 94950 members 
Entering Unmasked Estep 
Score: -18882574.000000 Penalty: 5865.095703
	Iteration 10F: 3 clusters Score -1.888257e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 100164 members 
Entering Unmasked Estep 
Score: -18886496.000000 Penalty: 5865.095703
	Iteration 11Q: 3 clusters Score -1.88865e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 105048 members 
Entering Unmasked Estep 
Score: -18889864.000000 Penalty: 5865.095703
	Iteration 12Q: 3 clusters Score -1.888986e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 109723 members 
Entering Unmasked Estep 
Score: -18892800.000000 Penalty: 5865.095703
	Iteration 13Q: 3 clusters Score -1.88928e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 113971 members 
Entering Unmasked Estep 
Score: -18895122.000000 Penalty: 5865.095703
	Iteration 14Q: 3 clusters Score -1.889512e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 117864 members 
Entering Unmasked Estep 
Score: -18897180.000000 Penalty: 5865.095703
	Iteration 15Q: 3 clusters Score -1.889718e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 121419 members 
Entering Unmasked Estep 
Score: -18898992.000000 Penalty: 5865.095703
	Iteration 16Q: 3 clusters Score -1.889899e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 124418 members 
Entering Unmasked Estep 
Score: -18900656.000000 Penalty: 5865.095703
	Iteration 17Q: 3 clusters Score -1.890066e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 127020 members 
Entering Unmasked Estep 
Score: -18902018.000000 Penalty: 5865.095703
	Iteration 18Q: 3 clusters Score -1.890202e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 129084 members 
Entering Unmasked Estep 
Score: -18903118.000000 Penalty: 5865.095703
	Iteration 19Q: 3 clusters Score -1.890312e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 130672 members 
Entering Unmasked Estep 
Score: -18903850.000000 Penalty: 5865.095703
	Iteration 20F: 3 clusters Score -1.890385e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 131843 members 
Entering Unmasked Estep 
Score: -18904412.000000 Penalty: 5865.095703
	Iteration 21Q: 3 clusters Score -1.890441e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 132703 members 
Entering Unmasked Estep 
Score: -18904798.000000 Penalty: 5865.095703
	Iteration 22Q: 3 clusters Score -1.89048e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 133338 members 
Entering Unmasked Estep 
Score: -18905162.000000 Penalty: 5865.095703
	Iteration 23Q: 3 clusters Score -1.890516e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 133806 members 
Entering Unmasked Estep 
Score: -18905468.000000 Penalty: 5865.095703
	Iteration 24Q: 3 clusters Score -1.890547e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 134159 members 
Entering Unmasked Estep 
Score: -18905630.000000 Penalty: 5865.095703
	Iteration 25Q: 3 clusters Score -1.890563e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 134425 members 
Entering Unmasked Estep 
Score: -18905752.000000 Penalty: 5865.095703
	Iteration 26Q: 3 clusters Score -1.890575e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 134604 members 
Entering Unmasked Estep 
Score: -18905832.000000 Penalty: 5865.095703
	Iteration 27Q: 3 clusters Score -1.890583e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 134727 members 
Entering Unmasked Estep 
Score: -18905880.000000 Penalty: 5865.095703
	Iteration 28Q: 3 clusters Score -1.890588e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 134835 members 
Entering Unmasked Estep 
Score: -18905890.000000 Penalty: 5865.095703
	Iteration 29Q: 3 clusters Score -1.890589e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 134920 members 
Entering Unmasked Estep 
Score: -18905944.000000 Penalty: 5865.095703
	Iteration 30Q: 3 clusters Score -1.890594e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 134999 members 
Entering Unmasked Estep 
Score: -18906002.000000 Penalty: 5865.095703
	Iteration 31Q: 3 clusters Score -1.8906e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 135067 members 
Entering Unmasked Estep 
Score: -18906044.000000 Penalty: 5865.095703
	Iteration 32Q: 3 clusters Score -1.890604e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 135127 members 
Entering Unmasked Estep 
Score: -18906074.000000 Penalty: 5865.095703
	Iteration 33Q: 3 clusters Score -1.890607e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 135187 members 
Entering Unmasked Estep 
Score: -18906096.000000 Penalty: 5865.095703
	Iteration 34Q: 3 clusters Score -1.89061e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 135233 members 
Entering Unmasked Estep 
Score: -18906118.000000 Penalty: 5865.095703
	Iteration 35Q: 3 clusters Score -1.890612e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 135269 members 
Entering Unmasked Estep 
Score: -18906126.000000 Penalty: 5865.095703
	Iteration 36Q: 3 clusters Score -1.890613e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 135301 members 
Entering Unmasked Estep 
Score: -18906128.000000 Penalty: 5865.095703
	Iteration 37Q: 3 clusters Score -1.890613e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 135324 members 
Entering Unmasked Estep 
Score: -18906140.000000 Penalty: 5865.095703
	Iteration 38Q: 3 clusters Score -1.890614e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 135342 members 
Entering Unmasked Estep 
Score: -18906144.000000 Penalty: 5865.095703
	Iteration 39Q: 3 clusters Score -1.890614e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 135354 members 
Entering Unmasked Estep 
Score: -18906166.000000 Penalty: 5865.095703
	Iteration 40F: 3 clusters Score -1.890617e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 135378 members 
Entering Unmasked Estep 
Score: -18906158.000000 Penalty: 5865.095703
	Iteration 41Q: 3 clusters Score -1.890616e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 135392 members 
Entering Unmasked Estep 
Score: -18906170.000000 Penalty: 5865.095703
	Iteration 42Q: 3 clusters Score -1.890617e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 135400 members 
Entering Unmasked Estep 
Score: -18906186.000000 Penalty: 5865.095703
	Iteration 43Q: 3 clusters Score -1.890619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 135408 members 
Entering Unmasked Estep 
Score: -18906174.000000 Penalty: 5865.095703
	Iteration 44Q: 3 clusters Score -1.890617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 135413 members 
Entering Unmasked Estep 
Score: -18906182.000000 Penalty: 5865.095703
	Iteration 45Q: 3 clusters Score -1.890618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 135418 members 
Entering Unmasked Estep 
Score: -18906190.000000 Penalty: 5865.095703
	Iteration 46Q: 3 clusters Score -1.890619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 135422 members 
Entering Unmasked Estep 
Score: -18906196.000000 Penalty: 5865.095703
	Iteration 47Q: 3 clusters Score -1.89062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 135428 members 
Entering Unmasked Estep 
Score: -18906198.000000 Penalty: 5865.095703
	Iteration 48Q: 3 clusters Score -1.89062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 135435 members 
Entering Unmasked Estep 
Score: -18906208.000000 Penalty: 5865.095703
	Iteration 49Q: 3 clusters Score -1.890621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 135438 members 
Entering Unmasked Estep 
Score: -18906218.000000 Penalty: 5865.095703
	Iteration 50Q: 3 clusters Score -1.890622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 135447 members 
Entering Unmasked Estep 
Score: -18906208.000000 Penalty: 5865.095703
	Iteration 51Q: 3 clusters Score -1.890621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 135453 members 
Entering Unmasked Estep 
Score: -18906210.000000 Penalty: 5865.095703
	Iteration 52Q: 3 clusters Score -1.890621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 135456 members 
Entering Unmasked Estep 
Score: -18906212.000000 Penalty: 5865.095703
	Iteration 53Q: 3 clusters Score -1.890621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 135458 members 
Entering Unmasked Estep 
Score: -18906212.000000 Penalty: 5865.095703
	Iteration 54Q: 3 clusters Score -1.890621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 135460 members 
Entering Unmasked Estep 
Score: -18906208.000000 Penalty: 5865.095703
	Iteration 55Q: 3 clusters Score -1.890621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 135463 members 
Entering Unmasked Estep 
Score: -18906206.000000 Penalty: 5865.095703
	Iteration 56Q: 3 clusters Score -1.890621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 135466 members 
Entering Unmasked Estep 
Score: -18906216.000000 Penalty: 5865.095703
	Iteration 57Q: 3 clusters Score -1.890622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 135467 members 
Entering Unmasked Estep 
Score: -18906214.000000 Penalty: 5865.095703
	Iteration 58Q: 3 clusters Score -1.890621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 135468 members 
Entering Unmasked Estep 
Score: -18906214.000000 Penalty: 5865.095703
	Iteration 59Q: 3 clusters Score -1.890621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 135468 members 
Entering Unmasked Estep 
Score: -18906218.000000 Penalty: 5865.095703
	Iteration 60F: 3 clusters Score -1.890622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 135469 members 
Entering Unmasked Estep 
Score: -18906224.000000 Penalty: 5865.095703
	Iteration 61Q: 3 clusters Score -1.890622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 135472 members 
Entering Unmasked Estep 
Score: -18906216.000000 Penalty: 5865.095703
	Iteration 62Q: 3 clusters Score -1.890622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 135474 members 
Entering Unmasked Estep 
Score: -18906218.000000 Penalty: 5865.095703
	Iteration 63Q: 3 clusters Score -1.890622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 135475 members 
Entering Unmasked Estep 
Score: -18906218.000000 Penalty: 5865.095703
	Iteration 64Q: 3 clusters Score -1.890622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 135476 members 
Entering Unmasked Estep 
Score: -18906214.000000 Penalty: 5865.095703
	Iteration 65Q: 3 clusters Score -1.890621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 135476 members 
Entering Unmasked Estep 
Score: -18906214.000000 Penalty: 5865.095703
	Iteration 66F: 3 clusters Score -1.890621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (149399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149399 members 
Entering Unmasked Estep 
Score: -20794718.000000 Penalty: 2954.765381
	Iteration 0F: 2 clusters Score -2.079472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74882 members 
Mstep: Class 2 contains 74517 members 
Entering Unmasked Estep 
Score: -20700054.000000 Penalty: 5909.530762
	Iteration 0F: 3 clusters Score -2.070005e+07 nChanged 71514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75822 members 
Mstep: Class 2 contains 73577 members 
Entering Unmasked Estep 
Score: -20742136.000000 Penalty: 5909.530762
	Iteration 1F: 3 clusters Score -2.074214e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76234 members 
Mstep: Class 2 contains 73165 members 
Entering Unmasked Estep 
Score: -20743592.000000 Penalty: 5909.530762
	Iteration 2Q: 3 clusters Score -2.074359e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76731 members 
Mstep: Class 2 contains 72668 members 
Entering Unmasked Estep 
Score: -20745764.000000 Penalty: 5909.530762
	Iteration 3Q: 3 clusters Score -2.074576e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77300 members 
Mstep: Class 2 contains 72099 members 
Entering Unmasked Estep 
Score: -20748700.000000 Penalty: 5909.530762
	Iteration 4Q: 3 clusters Score -2.07487e+07 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77995 members 
Mstep: Class 2 contains 71404 members 
Entering Unmasked Estep 
Score: -20753024.000000 Penalty: 5909.530762
	Iteration 5F: 3 clusters Score -2.075302e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 70884 members 
Entering Unmasked Estep 
Score: -20758772.000000 Penalty: 5909.530762
	Iteration 6F: 3 clusters Score -2.075877e+07 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78712 members 
Mstep: Class 2 contains 70687 members 
Entering Unmasked Estep 
Score: -20765676.000000 Penalty: 5909.530762
	Iteration 7F: 3 clusters Score -2.076568e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78732 members 
Mstep: Class 2 contains 70667 members 
Entering Unmasked Estep 
Score: -20772098.000000 Penalty: 5909.530762
	Iteration 8F: 3 clusters Score -2.07721e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78568 members 
Mstep: Class 2 contains 70831 members 
Entering Unmasked Estep 
Score: -20776202.000000 Penalty: 5909.530762
	Iteration 9F: 3 clusters Score -2.07762e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78237 members 
Mstep: Class 2 contains 71162 members 
Entering Unmasked Estep 
Score: -20778028.000000 Penalty: 5909.530762
	Iteration 10Q: 3 clusters Score -2.077803e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78004 members 
Mstep: Class 2 contains 71395 members 
Entering Unmasked Estep 
Score: -20778908.000000 Penalty: 5909.530762
	Iteration 11Q: 3 clusters Score -2.077891e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77748 members 
Mstep: Class 2 contains 71651 members 
Entering Unmasked Estep 
Score: -20779430.000000 Penalty: 5909.530762
	Iteration 12Q: 3 clusters Score -2.077943e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77398 members 
Mstep: Class 2 contains 72001 members 
Entering Unmasked Estep 
Score: -20779960.000000 Penalty: 5909.530762
	Iteration 13Q: 3 clusters Score -2.077996e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77017 members 
Mstep: Class 2 contains 72382 members 
Entering Unmasked Estep 
Score: -20780318.000000 Penalty: 5909.530762
	Iteration 14Q: 3 clusters Score -2.078032e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76566 members 
Mstep: Class 2 contains 72833 members 
Entering Unmasked Estep 
Score: -20780542.000000 Penalty: 5909.530762
	Iteration 15Q: 3 clusters Score -2.078054e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76035 members 
Mstep: Class 2 contains 73364 members 
Entering Unmasked Estep 
Score: -20780876.000000 Penalty: 5909.530762
	Iteration 16Q: 3 clusters Score -2.078088e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75476 members 
Mstep: Class 2 contains 73923 members 
Entering Unmasked Estep 
Score: -20781136.000000 Penalty: 5909.530762
	Iteration 17Q: 3 clusters Score -2.078114e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74885 members 
Mstep: Class 2 contains 74514 members 
Entering Unmasked Estep 
Score: -20781396.000000 Penalty: 5909.530762
	Iteration 18Q: 3 clusters Score -2.07814e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74287 members 
Mstep: Class 2 contains 75112 members 
Entering Unmasked Estep 
Score: -20781508.000000 Penalty: 5909.530762
	Iteration 19Q: 3 clusters Score -2.078151e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73621 members 
Mstep: Class 2 contains 75778 members 
Entering Unmasked Estep 
Score: -20781744.000000 Penalty: 5909.530762
	Iteration 20F: 3 clusters Score -2.078174e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72856 members 
Mstep: Class 2 contains 76543 members 
Entering Unmasked Estep 
Score: -20782006.000000 Penalty: 5909.530762
	Iteration 21Q: 3 clusters Score -2.078201e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72056 members 
Mstep: Class 2 contains 77343 members 
Entering Unmasked Estep 
Score: -20782302.000000 Penalty: 5909.530762
	Iteration 22Q: 3 clusters Score -2.07823e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71189 members 
Mstep: Class 2 contains 78210 members 
Entering Unmasked Estep 
Score: -20782634.000000 Penalty: 5909.530762
	Iteration 23Q: 3 clusters Score -2.078263e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70250 members 
Mstep: Class 2 contains 79149 members 
Entering Unmasked Estep 
Score: -20782982.000000 Penalty: 5909.530762
	Iteration 24Q: 3 clusters Score -2.078298e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69320 members 
Mstep: Class 2 contains 80079 members 
Entering Unmasked Estep 
Score: -20783286.000000 Penalty: 5909.530762
	Iteration 25Q: 3 clusters Score -2.078329e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68308 members 
Mstep: Class 2 contains 81091 members 
Entering Unmasked Estep 
Score: -20783464.000000 Penalty: 5909.530762
	Iteration 26Q: 3 clusters Score -2.078346e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67322 members 
Mstep: Class 2 contains 82077 members 
Entering Unmasked Estep 
Score: -20783702.000000 Penalty: 5909.530762
	Iteration 27Q: 3 clusters Score -2.07837e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66329 members 
Mstep: Class 2 contains 83070 members 
Entering Unmasked Estep 
Score: -20784032.000000 Penalty: 5909.530762
	Iteration 28Q: 3 clusters Score -2.078403e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65353 members 
Mstep: Class 2 contains 84046 members 
Entering Unmasked Estep 
Score: -20784248.000000 Penalty: 5909.530762
	Iteration 29Q: 3 clusters Score -2.078425e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64368 members 
Mstep: Class 2 contains 85031 members 
Entering Unmasked Estep 
Score: -20784402.000000 Penalty: 5909.530762
	Iteration 30Q: 3 clusters Score -2.07844e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63348 members 
Mstep: Class 2 contains 86051 members 
Entering Unmasked Estep 
Score: -20784592.000000 Penalty: 5909.530762
	Iteration 31Q: 3 clusters Score -2.078459e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62377 members 
Mstep: Class 2 contains 87022 members 
Entering Unmasked Estep 
Score: -20784804.000000 Penalty: 5909.530762
	Iteration 32Q: 3 clusters Score -2.07848e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 88003 members 
Entering Unmasked Estep 
Score: -20784934.000000 Penalty: 5909.530762
	Iteration 33Q: 3 clusters Score -2.078493e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 88981 members 
Entering Unmasked Estep 
Score: -20785086.000000 Penalty: 5909.530762
	Iteration 34Q: 3 clusters Score -2.078509e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59440 members 
Mstep: Class 2 contains 89959 members 
Entering Unmasked Estep 
Score: -20785204.000000 Penalty: 5909.530762
	Iteration 35Q: 3 clusters Score -2.07852e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58407 members 
Mstep: Class 2 contains 90992 members 
Entering Unmasked Estep 
Score: -20785290.000000 Penalty: 5909.530762
	Iteration 36Q: 3 clusters Score -2.078529e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57314 members 
Mstep: Class 2 contains 92085 members 
Entering Unmasked Estep 
Score: -20785496.000000 Penalty: 5909.530762
	Iteration 37Q: 3 clusters Score -2.07855e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56252 members 
Mstep: Class 2 contains 93147 members 
Entering Unmasked Estep 
Score: -20785536.000000 Penalty: 5909.530762
	Iteration 38Q: 3 clusters Score -2.078554e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55118 members 
Mstep: Class 2 contains 94281 members 
Entering Unmasked Estep 
Score: -20785706.000000 Penalty: 5909.530762
	Iteration 39Q: 3 clusters Score -2.078571e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53959 members 
Mstep: Class 2 contains 95440 members 
Entering Unmasked Estep 
Score: -20785924.000000 Penalty: 5909.530762
	Iteration 40F: 3 clusters Score -2.078592e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 96620 members 
Entering Unmasked Estep 
Score: -20786034.000000 Penalty: 5909.530762
	Iteration 41Q: 3 clusters Score -2.078603e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 97816 members 
Entering Unmasked Estep 
Score: -20786236.000000 Penalty: 5909.530762
	Iteration 42Q: 3 clusters Score -2.078624e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50301 members 
Mstep: Class 2 contains 99098 members 
Entering Unmasked Estep 
Score: -20786280.000000 Penalty: 5909.530762
	Iteration 43Q: 3 clusters Score -2.078628e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48963 members 
Mstep: Class 2 contains 100436 members 
Entering Unmasked Estep 
Score: -20786568.000000 Penalty: 5909.530762
	Iteration 44Q: 3 clusters Score -2.078657e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 101897 members 
Entering Unmasked Estep 
Score: -20786798.000000 Penalty: 5909.530762
	Iteration 45Q: 3 clusters Score -2.07868e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 103428 members 
Entering Unmasked Estep 
Score: -20787116.000000 Penalty: 5909.530762
	Iteration 46Q: 3 clusters Score -2.078712e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 104972 members 
Entering Unmasked Estep 
Score: -20787314.000000 Penalty: 5909.530762
	Iteration 47Q: 3 clusters Score -2.078731e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 106560 members 
Entering Unmasked Estep 
Score: -20787630.000000 Penalty: 5909.530762
	Iteration 48Q: 3 clusters Score -2.078763e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 108207 members 
Entering Unmasked Estep 
Score: -20787888.000000 Penalty: 5909.530762
	Iteration 49Q: 3 clusters Score -2.078789e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 109927 members 
Entering Unmasked Estep 
Score: -20788216.000000 Penalty: 5909.530762
	Iteration 50Q: 3 clusters Score -2.078822e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 111852 members 
Entering Unmasked Estep 
Score: -20788536.000000 Penalty: 5909.530762
	Iteration 51Q: 3 clusters Score -2.078854e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 113880 members 
Entering Unmasked Estep 
Score: -20788900.000000 Penalty: 5909.530762
	Iteration 52Q: 3 clusters Score -2.07889e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 116040 members 
Entering Unmasked Estep 
Score: -20789266.000000 Penalty: 5909.530762
	Iteration 53Q: 3 clusters Score -2.078927e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 118196 members 
Entering Unmasked Estep 
Score: -20789676.000000 Penalty: 5909.530762
	Iteration 54Q: 3 clusters Score -2.078968e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 120236 members 
Entering Unmasked Estep 
Score: -20789858.000000 Penalty: 5909.530762
	Iteration 55Q: 3 clusters Score -2.078986e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 122252 members 
Entering Unmasked Estep 
Score: -20789918.000000 Penalty: 5909.530762
	Iteration 56Q: 3 clusters Score -2.078992e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 124188 members 
Entering Unmasked Estep 
Score: -20790200.000000 Penalty: 5909.530762
	Iteration 57Q: 3 clusters Score -2.07902e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 126073 members 
Entering Unmasked Estep 
Score: -20790448.000000 Penalty: 5909.530762
	Iteration 58Q: 3 clusters Score -2.079045e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 127925 members 
Entering Unmasked Estep 
Score: -20790668.000000 Penalty: 5909.530762
	Iteration 59Q: 3 clusters Score -2.079067e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 129694 members 
Entering Unmasked Estep 
Score: -20790780.000000 Penalty: 5909.530762
	Iteration 60F: 3 clusters Score -2.079078e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 131343 members 
Entering Unmasked Estep 
Score: -20791102.000000 Penalty: 5909.530762
	Iteration 61Q: 3 clusters Score -2.07911e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 132908 members 
Entering Unmasked Estep 
Score: -20791294.000000 Penalty: 5909.530762
	Iteration 62Q: 3 clusters Score -2.079129e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 134370 members 
Entering Unmasked Estep 
Score: -20791330.000000 Penalty: 5909.530762
	Iteration 63Q: 3 clusters Score -2.079133e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 135732 members 
Entering Unmasked Estep 
Score: -20791544.000000 Penalty: 5909.530762
	Iteration 64Q: 3 clusters Score -2.079154e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 137017 members 
Entering Unmasked Estep 
Score: -20791738.000000 Penalty: 5909.530762
	Iteration 65Q: 3 clusters Score -2.079174e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 138207 members 
Entering Unmasked Estep 
Score: -20791922.000000 Penalty: 5909.530762
	Iteration 66Q: 3 clusters Score -2.079192e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 139263 members 
Entering Unmasked Estep 
Score: -20792142.000000 Penalty: 5909.530762
	Iteration 67Q: 3 clusters Score -2.079214e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 140219 members 
Entering Unmasked Estep 
Score: -20792322.000000 Penalty: 5909.530762
	Iteration 68Q: 3 clusters Score -2.079232e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 141068 members 
Entering Unmasked Estep 
Score: -20792514.000000 Penalty: 5909.530762
	Iteration 69Q: 3 clusters Score -2.079251e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 141788 members 
Entering Unmasked Estep 
Score: -20792538.000000 Penalty: 5909.530762
	Iteration 70Q: 3 clusters Score -2.079254e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 142417 members 
Entering Unmasked Estep 
Score: -20792636.000000 Penalty: 5909.530762
	Iteration 71Q: 3 clusters Score -2.079264e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 142965 members 
Entering Unmasked Estep 
Score: -20792702.000000 Penalty: 5909.530762
	Iteration 72Q: 3 clusters Score -2.07927e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 143470 members 
Entering Unmasked Estep 
Score: -20792770.000000 Penalty: 5909.530762
	Iteration 73Q: 3 clusters Score -2.079277e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 143868 members 
Entering Unmasked Estep 
Score: -20792866.000000 Penalty: 5909.530762
	Iteration 74Q: 3 clusters Score -2.079287e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 144222 members 
Entering Unmasked Estep 
Score: -20792946.000000 Penalty: 5909.530762
	Iteration 75Q: 3 clusters Score -2.079295e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 144532 members 
Entering Unmasked Estep 
Score: -20792936.000000 Penalty: 5909.530762
	Iteration 76Q: 3 clusters Score -2.079294e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 144803 members 
Entering Unmasked Estep 
Score: -20792978.000000 Penalty: 5909.530762
	Iteration 77Q: 3 clusters Score -2.079298e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 145050 members 
Entering Unmasked Estep 
Score: -20792984.000000 Penalty: 5909.530762
	Iteration 78Q: 3 clusters Score -2.079298e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 145295 members 
Entering Unmasked Estep 
Score: -20793034.000000 Penalty: 5909.530762
	Iteration 79Q: 3 clusters Score -2.079303e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 145490 members 
Entering Unmasked Estep 
Score: -20793042.000000 Penalty: 5909.530762
	Iteration 80F: 3 clusters Score -2.079304e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 145649 members 
Entering Unmasked Estep 
Score: -20793022.000000 Penalty: 5909.530762
	Iteration 81Q: 3 clusters Score -2.079302e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 145792 members 
Entering Unmasked Estep 
Score: -20792978.000000 Penalty: 5909.530762
	Iteration 82Q: 3 clusters Score -2.079298e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 145920 members 
Entering Unmasked Estep 
Score: -20792946.000000 Penalty: 5909.530762
	Iteration 83Q: 3 clusters Score -2.079295e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 146048 members 
Entering Unmasked Estep 
Score: -20792994.000000 Penalty: 5909.530762
	Iteration 84Q: 3 clusters Score -2.079299e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 146160 members 
Entering Unmasked Estep 
Score: -20793020.000000 Penalty: 5909.530762
	Iteration 85Q: 3 clusters Score -2.079302e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 146268 members 
Entering Unmasked Estep 
Score: -20793034.000000 Penalty: 5909.530762
	Iteration 86Q: 3 clusters Score -2.079303e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 146363 members 
Entering Unmasked Estep 
Score: -20793020.000000 Penalty: 5909.530762
	Iteration 87Q: 3 clusters Score -2.079302e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 146441 members 
Entering Unmasked Estep 
Score: -20793032.000000 Penalty: 5909.530762
	Iteration 88Q: 3 clusters Score -2.079303e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 146509 members 
Entering Unmasked Estep 
Score: -20793016.000000 Penalty: 5909.530762
	Iteration 89Q: 3 clusters Score -2.079302e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 146586 members 
Entering Unmasked Estep 
Score: -20793026.000000 Penalty: 5909.530762
	Iteration 90Q: 3 clusters Score -2.079303e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 146653 members 
Entering Unmasked Estep 
Score: -20793016.000000 Penalty: 5909.530762
	Iteration 91Q: 3 clusters Score -2.079302e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 146715 members 
Entering Unmasked Estep 
Score: -20793030.000000 Penalty: 5909.530762
	Iteration 92Q: 3 clusters Score -2.079303e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 146783 members 
Entering Unmasked Estep 
Score: -20793010.000000 Penalty: 5909.530762
	Iteration 93Q: 3 clusters Score -2.079301e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 146846 members 
Entering Unmasked Estep 
Score: -20793012.000000 Penalty: 5909.530762
	Iteration 94Q: 3 clusters Score -2.079301e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 146902 members 
Entering Unmasked Estep 
Score: -20793060.000000 Penalty: 5909.530762
	Iteration 95Q: 3 clusters Score -2.079306e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 146958 members 
Entering Unmasked Estep 
Score: -20793068.000000 Penalty: 5909.530762
	Iteration 96Q: 3 clusters Score -2.079307e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 147012 members 
Entering Unmasked Estep 
Score: -20793072.000000 Penalty: 5909.530762
	Iteration 97Q: 3 clusters Score -2.079307e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 147053 members 
Entering Unmasked Estep 
Score: -20793086.000000 Penalty: 5909.530762
	Iteration 98Q: 3 clusters Score -2.079309e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 147078 members 
Entering Unmasked Estep 
Score: -20793074.000000 Penalty: 5909.530762
	Iteration 99Q: 3 clusters Score -2.079307e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 147113 members 
Entering Unmasked Estep 
Score: -20793074.000000 Penalty: 5909.530762
	Iteration 100F: 3 clusters Score -2.079307e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 147139 members 
Entering Unmasked Estep 
Score: -20793102.000000 Penalty: 5909.530762
	Iteration 101Q: 3 clusters Score -2.07931e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 147159 members 
Entering Unmasked Estep 
Score: -20793104.000000 Penalty: 5909.530762
	Iteration 102Q: 3 clusters Score -2.07931e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 147182 members 
Entering Unmasked Estep 
Score: -20793112.000000 Penalty: 5909.530762
	Iteration 103Q: 3 clusters Score -2.079311e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 147201 members 
Entering Unmasked Estep 
Score: -20793102.000000 Penalty: 5909.530762
	Iteration 104Q: 3 clusters Score -2.07931e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 147217 members 
Entering Unmasked Estep 
Score: -20793118.000000 Penalty: 5909.530762
	Iteration 105Q: 3 clusters Score -2.079312e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 147235 members 
Entering Unmasked Estep 
Score: -20793124.000000 Penalty: 5909.530762
	Iteration 106Q: 3 clusters Score -2.079312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 147246 members 
Entering Unmasked Estep 
Score: -20793110.000000 Penalty: 5909.530762
	Iteration 107Q: 3 clusters Score -2.079311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 147256 members 
Entering Unmasked Estep 
Score: -20793122.000000 Penalty: 5909.530762
	Iteration 108Q: 3 clusters Score -2.079312e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 147267 members 
Entering Unmasked Estep 
Score: -20793128.000000 Penalty: 5909.530762
	Iteration 109Q: 3 clusters Score -2.079313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 147280 members 
Entering Unmasked Estep 
Score: -20793128.000000 Penalty: 5909.530762
	Iteration 110Q: 3 clusters Score -2.079313e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 147298 members 
Entering Unmasked Estep 
Score: -20793108.000000 Penalty: 5909.530762
	Iteration 111Q: 3 clusters Score -2.079311e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 147316 members 
Entering Unmasked Estep 
Score: -20793120.000000 Penalty: 5909.530762
	Iteration 112Q: 3 clusters Score -2.079312e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 147334 members 
Entering Unmasked Estep 
Score: -20793106.000000 Penalty: 5909.530762
	Iteration 113Q: 3 clusters Score -2.079311e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 147354 members 
Entering Unmasked Estep 
Score: -20793138.000000 Penalty: 5909.530762
	Iteration 114Q: 3 clusters Score -2.079314e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 147368 members 
Entering Unmasked Estep 
Score: -20793136.000000 Penalty: 5909.530762
	Iteration 115Q: 3 clusters Score -2.079314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 147375 members 
Entering Unmasked Estep 
Score: -20793150.000000 Penalty: 5909.530762
	Iteration 116Q: 3 clusters Score -2.079315e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 147385 members 
Entering Unmasked Estep 
Score: -20793148.000000 Penalty: 5909.530762
	Iteration 117Q: 3 clusters Score -2.079315e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 147397 members 
Entering Unmasked Estep 
Score: -20793162.000000 Penalty: 5909.530762
	Iteration 118Q: 3 clusters Score -2.079316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 147401 members 
Entering Unmasked Estep 
Score: -20793158.000000 Penalty: 5909.530762
	Iteration 119Q: 3 clusters Score -2.079316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 147404 members 
Entering Unmasked Estep 
Score: -20793162.000000 Penalty: 5909.530762
	Iteration 120F: 3 clusters Score -2.079316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 147410 members 
Entering Unmasked Estep 
Score: -20793164.000000 Penalty: 5909.530762
	Iteration 121Q: 3 clusters Score -2.079316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 147412 members 
Entering Unmasked Estep 
Score: -20793146.000000 Penalty: 5909.530762
	Iteration 122Q: 3 clusters Score -2.079315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 147415 members 
Entering Unmasked Estep 
Score: -20793156.000000 Penalty: 5909.530762
	Iteration 123Q: 3 clusters Score -2.079316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 147417 members 
Entering Unmasked Estep 
Score: -20793164.000000 Penalty: 5909.530762
	Iteration 124Q: 3 clusters Score -2.079316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 147419 members 
Entering Unmasked Estep 
Score: -20793164.000000 Penalty: 5909.530762
	Iteration 125Q: 3 clusters Score -2.079316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 147421 members 
Entering Unmasked Estep 
Score: -20793148.000000 Penalty: 5909.530762
	Iteration 126Q: 3 clusters Score -2.079315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 147422 members 
Entering Unmasked Estep 
Score: -20793160.000000 Penalty: 5909.530762
	Iteration 127Q: 3 clusters Score -2.079316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 147423 members 
Entering Unmasked Estep 
Score: -20793150.000000 Penalty: 5909.530762
	Iteration 128Q: 3 clusters Score -2.079315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 147427 members 
Entering Unmasked Estep 
Score: -20793144.000000 Penalty: 5909.530762
	Iteration 129Q: 3 clusters Score -2.079314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 147430 members 
Entering Unmasked Estep 
Score: -20793150.000000 Penalty: 5909.530762
	Iteration 130Q: 3 clusters Score -2.079315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 147434 members 
Entering Unmasked Estep 
Score: -20793140.000000 Penalty: 5909.530762
	Iteration 131Q: 3 clusters Score -2.079314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 147440 members 
Entering Unmasked Estep 
Score: -20793124.000000 Penalty: 5909.530762
	Iteration 132Q: 3 clusters Score -2.079312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 147447 members 
Entering Unmasked Estep 
Score: -20793126.000000 Penalty: 5909.530762
	Iteration 133Q: 3 clusters Score -2.079313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 147452 members 
Entering Unmasked Estep 
Score: -20793132.000000 Penalty: 5909.530762
	Iteration 134Q: 3 clusters Score -2.079313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 147457 members 
Entering Unmasked Estep 
Score: -20793142.000000 Penalty: 5909.530762
	Iteration 135Q: 3 clusters Score -2.079314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 147458 members 
Entering Unmasked Estep 
Score: -20793126.000000 Penalty: 5909.530762
	Iteration 136Q: 3 clusters Score -2.079313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 147466 members 
Entering Unmasked Estep 
Score: -20793154.000000 Penalty: 5909.530762
	Iteration 137Q: 3 clusters Score -2.079315e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 147474 members 
Entering Unmasked Estep 
Score: -20793146.000000 Penalty: 5909.530762
	Iteration 138Q: 3 clusters Score -2.079315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 147483 members 
Entering Unmasked Estep 
Score: -20793138.000000 Penalty: 5909.530762
	Iteration 139Q: 3 clusters Score -2.079314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 147491 members 
Entering Unmasked Estep 
Score: -20793132.000000 Penalty: 5909.530762
	Iteration 140F: 3 clusters Score -2.079313e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 147499 members 
Entering Unmasked Estep 
Score: -20793120.000000 Penalty: 5909.530762
	Iteration 141Q: 3 clusters Score -2.079312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 147504 members 
Entering Unmasked Estep 
Score: -20793106.000000 Penalty: 5909.530762
	Iteration 142Q: 3 clusters Score -2.079311e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 147509 members 
Entering Unmasked Estep 
Score: -20793102.000000 Penalty: 5909.530762
	Iteration 143Q: 3 clusters Score -2.07931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 147514 members 
Entering Unmasked Estep 
Score: -20793110.000000 Penalty: 5909.530762
	Iteration 144Q: 3 clusters Score -2.079311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 147514 members 
Entering Unmasked Estep 
Score: -20793110.000000 Penalty: 5909.530762
	Iteration 145F: 3 clusters Score -2.079311e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Entering Unmasked Estep 
Score: -4254670.000000 Penalty: 2559.562256
	Iteration 0F: 2 clusters Score -4254670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -4233945.500000 Penalty: 5119.124512
	Iteration 0F: 3 clusters Score -4233946 nChanged 13609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -4241402.500000 Penalty: 5119.124512
	Iteration 1F: 3 clusters Score -4241402 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -4241926.000000 Penalty: 5119.124512
	Iteration 2Q: 3 clusters Score -4241926 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -4242425.500000 Penalty: 5119.124512
	Iteration 3Q: 3 clusters Score -4242426 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -4242950.000000 Penalty: 5119.124512
	Iteration 4Q: 3 clusters Score -4242950 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -4243595.500000 Penalty: 5119.124512
	Iteration 5Q: 3 clusters Score -4243596 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -4244491.500000 Penalty: 5119.124512
	Iteration 6F: 3 clusters Score -4244492 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -4245729.500000 Penalty: 5119.124512
	Iteration 7F: 3 clusters Score -4245730 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -4247294.000000 Penalty: 5119.124512
	Iteration 8F: 3 clusters Score -4247294 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -4248913.000000 Penalty: 5119.124512
	Iteration 9F: 3 clusters Score -4248913 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -4250180.000000 Penalty: 5119.124512
	Iteration 10Q: 3 clusters Score -4250180 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -4250885.000000 Penalty: 5119.124512
	Iteration 11Q: 3 clusters Score -4250885 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -4251191.500000 Penalty: 5119.124512
	Iteration 12Q: 3 clusters Score -4251192 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -4251388.500000 Penalty: 5119.124512
	Iteration 13Q: 3 clusters Score -4251388 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -4251527.500000 Penalty: 5119.124512
	Iteration 14Q: 3 clusters Score -4251528 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -4251632.000000 Penalty: 5119.124512
	Iteration 15Q: 3 clusters Score -4251632 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -4251735.500000 Penalty: 5119.124512
	Iteration 16Q: 3 clusters Score -4251736 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -4251802.500000 Penalty: 5119.124512
	Iteration 17Q: 3 clusters Score -4251802 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -4251861.500000 Penalty: 5119.124512
	Iteration 18Q: 3 clusters Score -4251862 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -4251945.500000 Penalty: 5119.124512
	Iteration 19Q: 3 clusters Score -4251946 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -4251991.500000 Penalty: 5119.124512
	Iteration 20F: 3 clusters Score -4251992 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -4252035.500000 Penalty: 5119.124512
	Iteration 21Q: 3 clusters Score -4252036 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -4252074.500000 Penalty: 5119.124512
	Iteration 22Q: 3 clusters Score -4252074 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -4252116.500000 Penalty: 5119.124512
	Iteration 23Q: 3 clusters Score -4252116 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4252143.500000 Penalty: 5119.124512
	Iteration 24Q: 3 clusters Score -4252144 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -4252173.500000 Penalty: 5119.124512
	Iteration 25Q: 3 clusters Score -4252174 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4252202.500000 Penalty: 5119.124512
	Iteration 26Q: 3 clusters Score -4252202 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -4252226.500000 Penalty: 5119.124512
	Iteration 27Q: 3 clusters Score -4252226 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -4252242.500000 Penalty: 5119.124512
	Iteration 28Q: 3 clusters Score -4252242 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -4252263.500000 Penalty: 5119.124512
	Iteration 29Q: 3 clusters Score -4252264 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4252266.500000 Penalty: 5119.124512
	Iteration 30Q: 3 clusters Score -4252266 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4252292.500000 Penalty: 5119.124512
	Iteration 31Q: 3 clusters Score -4252292 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4252305.000000 Penalty: 5119.124512
	Iteration 32Q: 3 clusters Score -4252305 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -4252315.000000 Penalty: 5119.124512
	Iteration 33Q: 3 clusters Score -4252315 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4252325.000000 Penalty: 5119.124512
	Iteration 34Q: 3 clusters Score -4252325 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4252326.000000 Penalty: 5119.124512
	Iteration 35Q: 3 clusters Score -4252326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4252344.500000 Penalty: 5119.124512
	Iteration 36Q: 3 clusters Score -4252344 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4252360.500000 Penalty: 5119.124512
	Iteration 37Q: 3 clusters Score -4252360 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4252368.500000 Penalty: 5119.124512
	Iteration 38Q: 3 clusters Score -4252368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4252379.000000 Penalty: 5119.124512
	Iteration 39Q: 3 clusters Score -4252379 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4252401.000000 Penalty: 5119.124512
	Iteration 40F: 3 clusters Score -4252401 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4252405.000000 Penalty: 5119.124512
	Iteration 41Q: 3 clusters Score -4252405 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4252411.000000 Penalty: 5119.124512
	Iteration 42Q: 3 clusters Score -4252411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4252424.000000 Penalty: 5119.124512
	Iteration 43Q: 3 clusters Score -4252424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4252420.500000 Penalty: 5119.124512
	Iteration 44Q: 3 clusters Score -4252420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4252428.500000 Penalty: 5119.124512
	Iteration 45Q: 3 clusters Score -4252428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4252441.000000 Penalty: 5119.124512
	Iteration 46Q: 3 clusters Score -4252441 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4252439.500000 Penalty: 5119.124512
	Iteration 47Q: 3 clusters Score -4252440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4252439.500000 Penalty: 5119.124512
	Iteration 48Q: 3 clusters Score -4252440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4252447.500000 Penalty: 5119.124512
	Iteration 49Q: 3 clusters Score -4252448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4252451.500000 Penalty: 5119.124512
	Iteration 50Q: 3 clusters Score -4252452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4252459.500000 Penalty: 5119.124512
	Iteration 51Q: 3 clusters Score -4252460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4252471.000000 Penalty: 5119.124512
	Iteration 52Q: 3 clusters Score -4252471 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4252477.000000 Penalty: 5119.124512
	Iteration 53Q: 3 clusters Score -4252477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4252481.500000 Penalty: 5119.124512
	Iteration 54Q: 3 clusters Score -4252482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4252491.000000 Penalty: 5119.124512
	Iteration 55Q: 3 clusters Score -4252491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4252497.500000 Penalty: 5119.124512
	Iteration 56Q: 3 clusters Score -4252498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4252508.000000 Penalty: 5119.124512
	Iteration 57Q: 3 clusters Score -4252508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4252502.000000 Penalty: 5119.124512
	Iteration 58Q: 3 clusters Score -4252502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4252504.000000 Penalty: 5119.124512
	Iteration 59Q: 3 clusters Score -4252504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4252508.500000 Penalty: 5119.124512
	Iteration 60F: 3 clusters Score -4252508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4252517.500000 Penalty: 5119.124512
	Iteration 61Q: 3 clusters Score -4252518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4252520.500000 Penalty: 5119.124512
	Iteration 62Q: 3 clusters Score -4252520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4252523.500000 Penalty: 5119.124512
	Iteration 63Q: 3 clusters Score -4252524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4252521.500000 Penalty: 5119.124512
	Iteration 64Q: 3 clusters Score -4252522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4252521.000000 Penalty: 5119.124512
	Iteration 65Q: 3 clusters Score -4252521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4252519.500000 Penalty: 5119.124512
	Iteration 66Q: 3 clusters Score -4252520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4252519.500000 Penalty: 5119.124512
	Iteration 67F: 3 clusters Score -4252520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Entering Unmasked Estep 
Score: -140967.562500 Penalty: 1733.126465
	Iteration 0F: 2 clusters Score -140967.6 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 574 members 
Entering Unmasked Estep 
Score: -138954.078125 Penalty: 3466.252930
	Iteration 0F: 3 clusters Score -138954.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -139317.031250 Penalty: 3466.252930
	Iteration 1F: 3 clusters Score -139317 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -139439.937500 Penalty: 3466.252930
	Iteration 2F: 3 clusters Score -139439.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -139528.937500 Penalty: 3466.252930
	Iteration 3Q: 3 clusters Score -139528.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -139628.703125 Penalty: 3466.252930
	Iteration 4Q: 3 clusters Score -139628.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -139758.890625 Penalty: 3466.252930
	Iteration 5Q: 3 clusters Score -139758.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -139864.531250 Penalty: 3466.252930
	Iteration 6Q: 3 clusters Score -139864.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -139959.187500 Penalty: 3466.252930
	Iteration 7Q: 3 clusters Score -139959.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -140088.281250 Penalty: 3466.252930
	Iteration 8Q: 3 clusters Score -140088.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -140263.687500 Penalty: 3466.252930
	Iteration 9Q: 3 clusters Score -140263.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -140331.796875 Penalty: 3466.252930
	Iteration 10Q: 3 clusters Score -140331.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -140359.109375 Penalty: 3466.252930
	Iteration 11Q: 3 clusters Score -140359.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -140383.718750 Penalty: 3466.252930
	Iteration 12Q: 3 clusters Score -140383.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -140400.515625 Penalty: 3466.252930
	Iteration 13Q: 3 clusters Score -140400.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -140411.734375 Penalty: 3466.252930
	Iteration 14Q: 3 clusters Score -140411.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -140427.625000 Penalty: 3466.252930
	Iteration 15Q: 3 clusters Score -140427.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -140437.531250 Penalty: 3466.252930
	Iteration 16Q: 3 clusters Score -140437.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -140444.078125 Penalty: 3466.252930
	Iteration 17Q: 3 clusters Score -140444.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -140450.250000 Penalty: 3466.252930
	Iteration 18Q: 3 clusters Score -140450.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -140453.281250 Penalty: 3466.252930
	Iteration 19Q: 3 clusters Score -140453.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -140456.296875 Penalty: 3466.252930
	Iteration 20F: 3 clusters Score -140456.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -140456.890625 Penalty: 3466.252930
	Iteration 21Q: 3 clusters Score -140456.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -140456.890625 Penalty: 3466.252930
	Iteration 22F: 3 clusters Score -140456.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Entering Unmasked Estep 
Score: -5096598.500000 Penalty: 2603.770996
	Iteration 0F: 2 clusters Score -5096598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -5071782.500000 Penalty: 5207.541992
	Iteration 0F: 3 clusters Score -5071782 nChanged 16500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -5080929.000000 Penalty: 5207.541992
	Iteration 1F: 3 clusters Score -5080929 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -5081480.000000 Penalty: 5207.541992
	Iteration 2Q: 3 clusters Score -5081480 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -5081960.500000 Penalty: 5207.541992
	Iteration 3Q: 3 clusters Score -5081960 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -5082461.500000 Penalty: 5207.541992
	Iteration 4Q: 3 clusters Score -5082462 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -5083083.000000 Penalty: 5207.541992
	Iteration 5Q: 3 clusters Score -5083083 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -5083859.000000 Penalty: 5207.541992
	Iteration 6Q: 3 clusters Score -5083859 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -5084856.500000 Penalty: 5207.541992
	Iteration 7F: 3 clusters Score -5084856 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -5086131.000000 Penalty: 5207.541992
	Iteration 8F: 3 clusters Score -5086131 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -5087786.500000 Penalty: 5207.541992
	Iteration 9F: 3 clusters Score -5087786 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -5089731.500000 Penalty: 5207.541992
	Iteration 10F: 3 clusters Score -5089732 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -5091595.500000 Penalty: 5207.541992
	Iteration 11F: 3 clusters Score -5091596 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -5092940.500000 Penalty: 5207.541992
	Iteration 12Q: 3 clusters Score -5092940 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -5093744.000000 Penalty: 5207.541992
	Iteration 13Q: 3 clusters Score -5093744 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -5094165.500000 Penalty: 5207.541992
	Iteration 14Q: 3 clusters Score -5094166 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -5094407.000000 Penalty: 5207.541992
	Iteration 15Q: 3 clusters Score -5094407 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5094562.500000 Penalty: 5207.541992
	Iteration 16Q: 3 clusters Score -5094562 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5094726.500000 Penalty: 5207.541992
	Iteration 17Q: 3 clusters Score -5094726 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5094852.500000 Penalty: 5207.541992
	Iteration 18Q: 3 clusters Score -5094852 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5094966.000000 Penalty: 5207.541992
	Iteration 19Q: 3 clusters Score -5094966 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5095069.500000 Penalty: 5207.541992
	Iteration 20F: 3 clusters Score -5095070 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5095152.000000 Penalty: 5207.541992
	Iteration 21Q: 3 clusters Score -5095152 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5095280.000000 Penalty: 5207.541992
	Iteration 22Q: 3 clusters Score -5095280 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5095394.000000 Penalty: 5207.541992
	Iteration 23Q: 3 clusters Score -5095394 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5095443.000000 Penalty: 5207.541992
	Iteration 24Q: 3 clusters Score -5095443 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5095475.500000 Penalty: 5207.541992
	Iteration 25Q: 3 clusters Score -5095476 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5095497.500000 Penalty: 5207.541992
	Iteration 26Q: 3 clusters Score -5095498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5095510.000000 Penalty: 5207.541992
	Iteration 27Q: 3 clusters Score -5095510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5095525.000000 Penalty: 5207.541992
	Iteration 28Q: 3 clusters Score -5095525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5095535.000000 Penalty: 5207.541992
	Iteration 29Q: 3 clusters Score -5095535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5095536.000000 Penalty: 5207.541992
	Iteration 30Q: 3 clusters Score -5095536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5095534.500000 Penalty: 5207.541992
	Iteration 31Q: 3 clusters Score -5095534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5095540.000000 Penalty: 5207.541992
	Iteration 32Q: 3 clusters Score -5095540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5095535.000000 Penalty: 5207.541992
	Iteration 33Q: 3 clusters Score -5095535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5095537.500000 Penalty: 5207.541992
	Iteration 34Q: 3 clusters Score -5095538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5095541.000000 Penalty: 5207.541992
	Iteration 35Q: 3 clusters Score -5095541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5095541.000000 Penalty: 5207.541992
	Iteration 36Q: 3 clusters Score -5095541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5095542.000000 Penalty: 5207.541992
	Iteration 37Q: 3 clusters Score -5095542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5095544.000000 Penalty: 5207.541992
	Iteration 38Q: 3 clusters Score -5095544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5095539.500000 Penalty: 5207.541992
	Iteration 39Q: 3 clusters Score -5095540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5095573.000000 Penalty: 5207.541992
	Iteration 40F: 3 clusters Score -5095573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5095592.500000 Penalty: 5207.541992
	Iteration 41Q: 3 clusters Score -5095592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5095610.500000 Penalty: 5207.541992
	Iteration 42Q: 3 clusters Score -5095610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5095637.000000 Penalty: 5207.541992
	Iteration 43Q: 3 clusters Score -5095637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5095661.000000 Penalty: 5207.541992
	Iteration 44Q: 3 clusters Score -5095661 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5095666.000000 Penalty: 5207.541992
	Iteration 45Q: 3 clusters Score -5095666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5095683.000000 Penalty: 5207.541992
	Iteration 46Q: 3 clusters Score -5095683 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5095691.000000 Penalty: 5207.541992
	Iteration 47Q: 3 clusters Score -5095691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5095700.500000 Penalty: 5207.541992
	Iteration 48Q: 3 clusters Score -5095700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5095700.500000 Penalty: 5207.541992
	Iteration 49Q: 3 clusters Score -5095700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5095713.500000 Penalty: 5207.541992
	Iteration 50Q: 3 clusters Score -5095714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5095712.000000 Penalty: 5207.541992
	Iteration 51Q: 3 clusters Score -5095712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5095707.500000 Penalty: 5207.541992
	Iteration 52Q: 3 clusters Score -5095708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5095712.500000 Penalty: 5207.541992
	Iteration 53Q: 3 clusters Score -5095712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5095709.500000 Penalty: 5207.541992
	Iteration 54Q: 3 clusters Score -5095710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5095713.000000 Penalty: 5207.541992
	Iteration 55Q: 3 clusters Score -5095713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5095719.000000 Penalty: 5207.541992
	Iteration 56Q: 3 clusters Score -5095719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5095714.500000 Penalty: 5207.541992
	Iteration 57Q: 3 clusters Score -5095714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5095716.500000 Penalty: 5207.541992
	Iteration 58Q: 3 clusters Score -5095716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5095718.000000 Penalty: 5207.541992
	Iteration 59F: 3 clusters Score -5095718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5095722.000000 Penalty: 5207.541992
	Iteration 60F: 3 clusters Score -5095722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5095719.500000 Penalty: 5207.541992
	Iteration 61Q: 3 clusters Score -5095720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5095718.500000 Penalty: 5207.541992
	Iteration 62Q: 3 clusters Score -5095718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5095721.000000 Penalty: 5207.541992
	Iteration 63Q: 3 clusters Score -5095721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5095726.500000 Penalty: 5207.541992
	Iteration 64Q: 3 clusters Score -5095726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5095731.000000 Penalty: 5207.541992
	Iteration 65Q: 3 clusters Score -5095731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5095732.000000 Penalty: 5207.541992
	Iteration 66Q: 3 clusters Score -5095732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5095736.500000 Penalty: 5207.541992
	Iteration 67Q: 3 clusters Score -5095736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5095740.000000 Penalty: 5207.541992
	Iteration 68Q: 3 clusters Score -5095740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5095741.000000 Penalty: 5207.541992
	Iteration 69Q: 3 clusters Score -5095741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5095741.000000 Penalty: 5207.541992
	Iteration 70F: 3 clusters Score -5095741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Entering Unmasked Estep 
Score: -2451468.250000 Penalty: 2430.045654
	Iteration 0F: 2 clusters Score -2451468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2438707.750000 Penalty: 4860.091309
	Iteration 0F: 3 clusters Score -2438708 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2443391.750000 Penalty: 4860.091309
	Iteration 1F: 3 clusters Score -2443392 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2444278.000000 Penalty: 4860.091309
	Iteration 2F: 3 clusters Score -2444278 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2445238.250000 Penalty: 4860.091309
	Iteration 3F: 3 clusters Score -2445238 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2446251.750000 Penalty: 4860.091309
	Iteration 4F: 3 clusters Score -2446252 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2447172.750000 Penalty: 4860.091309
	Iteration 5F: 3 clusters Score -2447173 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2447910.250000 Penalty: 4860.091309
	Iteration 6F: 3 clusters Score -2447910 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2448537.750000 Penalty: 4860.091309
	Iteration 7Q: 3 clusters Score -2448538 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2449073.750000 Penalty: 4860.091309
	Iteration 8Q: 3 clusters Score -2449074 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2449544.000000 Penalty: 4860.091309
	Iteration 9Q: 3 clusters Score -2449544 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2449925.250000 Penalty: 4860.091309
	Iteration 10Q: 3 clusters Score -2449925 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2450233.500000 Penalty: 4860.091309
	Iteration 11Q: 3 clusters Score -2450234 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2450475.250000 Penalty: 4860.091309
	Iteration 12Q: 3 clusters Score -2450475 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2450640.500000 Penalty: 4860.091309
	Iteration 13Q: 3 clusters Score -2450640 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2450749.500000 Penalty: 4860.091309
	Iteration 14Q: 3 clusters Score -2450750 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2450813.500000 Penalty: 4860.091309
	Iteration 15Q: 3 clusters Score -2450814 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2450866.250000 Penalty: 4860.091309
	Iteration 16Q: 3 clusters Score -2450866 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2450909.500000 Penalty: 4860.091309
	Iteration 17Q: 3 clusters Score -2450910 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2450923.500000 Penalty: 4860.091309
	Iteration 18Q: 3 clusters Score -2450924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2450932.500000 Penalty: 4860.091309
	Iteration 19Q: 3 clusters Score -2450932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2450948.500000 Penalty: 4860.091309
	Iteration 20F: 3 clusters Score -2450948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2450958.000000 Penalty: 4860.091309
	Iteration 21Q: 3 clusters Score -2450958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2450968.000000 Penalty: 4860.091309
	Iteration 22Q: 3 clusters Score -2450968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2450979.500000 Penalty: 4860.091309
	Iteration 23Q: 3 clusters Score -2450980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2450987.750000 Penalty: 4860.091309
	Iteration 24Q: 3 clusters Score -2450988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2450988.750000 Penalty: 4860.091309
	Iteration 25Q: 3 clusters Score -2450989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2450994.500000 Penalty: 4860.091309
	Iteration 26Q: 3 clusters Score -2450994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2450992.000000 Penalty: 4860.091309
	Iteration 27Q: 3 clusters Score -2450992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2450999.500000 Penalty: 4860.091309
	Iteration 28Q: 3 clusters Score -2451000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2451003.750000 Penalty: 4860.091309
	Iteration 29Q: 3 clusters Score -2451004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2451003.000000 Penalty: 4860.091309
	Iteration 30Q: 3 clusters Score -2451003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2451008.750000 Penalty: 4860.091309
	Iteration 31Q: 3 clusters Score -2451009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2451010.500000 Penalty: 4860.091309
	Iteration 32Q: 3 clusters Score -2451010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2451005.750000 Penalty: 4860.091309
	Iteration 33Q: 3 clusters Score -2451006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2451011.500000 Penalty: 4860.091309
	Iteration 34Q: 3 clusters Score -2451012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2451012.500000 Penalty: 4860.091309
	Iteration 35Q: 3 clusters Score -2451012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2451015.750000 Penalty: 4860.091309
	Iteration 36Q: 3 clusters Score -2451016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2451018.500000 Penalty: 4860.091309
	Iteration 37Q: 3 clusters Score -2451018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2451015.750000 Penalty: 4860.091309
	Iteration 38Q: 3 clusters Score -2451016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2451015.750000 Penalty: 4860.091309
	Iteration 39Q: 3 clusters Score -2451016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2451020.500000 Penalty: 4860.091309
	Iteration 40F: 3 clusters Score -2451020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2451022.500000 Penalty: 4860.091309
	Iteration 41Q: 3 clusters Score -2451022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2451024.250000 Penalty: 4860.091309
	Iteration 42Q: 3 clusters Score -2451024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2451027.250000 Penalty: 4860.091309
	Iteration 43Q: 3 clusters Score -2451027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2451027.500000 Penalty: 4860.091309
	Iteration 44Q: 3 clusters Score -2451028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2451027.000000 Penalty: 4860.091309
	Iteration 45Q: 3 clusters Score -2451027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2451034.000000 Penalty: 4860.091309
	Iteration 46Q: 3 clusters Score -2451034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2451029.750000 Penalty: 4860.091309
	Iteration 47Q: 3 clusters Score -2451030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2451026.500000 Penalty: 4860.091309
	Iteration 48Q: 3 clusters Score -2451026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2451028.000000 Penalty: 4860.091309
	Iteration 49Q: 3 clusters Score -2451028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2451038.250000 Penalty: 4860.091309
	Iteration 50Q: 3 clusters Score -2451038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2451039.000000 Penalty: 4860.091309
	Iteration 51Q: 3 clusters Score -2451039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2451037.000000 Penalty: 4860.091309
	Iteration 52Q: 3 clusters Score -2451037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2451036.750000 Penalty: 4860.091309
	Iteration 53Q: 3 clusters Score -2451037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2451036.750000 Penalty: 4860.091309
	Iteration 54F: 3 clusters Score -2451037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (46731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Entering Unmasked Estep 
Score: -6521859.000000 Penalty: 2666.536377
	Iteration 0F: 2 clusters Score -6521859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -6490312.000000 Penalty: 5333.072754
	Iteration 0F: 3 clusters Score -6490312 nChanged 21589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -6502172.000000 Penalty: 5333.072754
	Iteration 1F: 3 clusters Score -6502172 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -6502567.500000 Penalty: 5333.072754
	Iteration 2Q: 3 clusters Score -6502568 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -6502931.500000 Penalty: 5333.072754
	Iteration 3Q: 3 clusters Score -6502932 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -6503342.500000 Penalty: 5333.072754
	Iteration 4Q: 3 clusters Score -6503342 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -6503816.000000 Penalty: 5333.072754
	Iteration 5Q: 3 clusters Score -6503816 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -6504313.500000 Penalty: 5333.072754
	Iteration 6Q: 3 clusters Score -6504314 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -6505094.500000 Penalty: 5333.072754
	Iteration 7Q: 3 clusters Score -6505094 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -6506176.500000 Penalty: 5333.072754
	Iteration 8Q: 3 clusters Score -6506176 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -6507735.500000 Penalty: 5333.072754
	Iteration 9Q: 3 clusters Score -6507736 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -6509656.500000 Penalty: 5333.072754
	Iteration 10F: 3 clusters Score -6509656 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -6511467.500000 Penalty: 5333.072754
	Iteration 11F: 3 clusters Score -6511468 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -6512995.500000 Penalty: 5333.072754
	Iteration 12Q: 3 clusters Score -6512996 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -6514267.500000 Penalty: 5333.072754
	Iteration 13Q: 3 clusters Score -6514268 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -6515255.500000 Penalty: 5333.072754
	Iteration 14Q: 3 clusters Score -6515256 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -6515957.500000 Penalty: 5333.072754
	Iteration 15Q: 3 clusters Score -6515958 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -6516590.000000 Penalty: 5333.072754
	Iteration 16Q: 3 clusters Score -6516590 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -6517104.500000 Penalty: 5333.072754
	Iteration 17Q: 3 clusters Score -6517104 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -6517593.500000 Penalty: 5333.072754
	Iteration 18Q: 3 clusters Score -6517594 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -6518066.000000 Penalty: 5333.072754
	Iteration 19Q: 3 clusters Score -6518066 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -6518442.500000 Penalty: 5333.072754
	Iteration 20F: 3 clusters Score -6518442 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -6518712.500000 Penalty: 5333.072754
	Iteration 21Q: 3 clusters Score -6518712 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -6518924.000000 Penalty: 5333.072754
	Iteration 22Q: 3 clusters Score -6518924 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -6519095.000000 Penalty: 5333.072754
	Iteration 23Q: 3 clusters Score -6519095 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -6519185.500000 Penalty: 5333.072754
	Iteration 24Q: 3 clusters Score -6519186 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -6519252.500000 Penalty: 5333.072754
	Iteration 25Q: 3 clusters Score -6519252 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -6519306.000000 Penalty: 5333.072754
	Iteration 26Q: 3 clusters Score -6519306 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -6519341.500000 Penalty: 5333.072754
	Iteration 27Q: 3 clusters Score -6519342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -6519370.000000 Penalty: 5333.072754
	Iteration 28Q: 3 clusters Score -6519370 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -6519396.000000 Penalty: 5333.072754
	Iteration 29Q: 3 clusters Score -6519396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -6519429.500000 Penalty: 5333.072754
	Iteration 30Q: 3 clusters Score -6519430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -6519447.000000 Penalty: 5333.072754
	Iteration 31Q: 3 clusters Score -6519447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -6519460.000000 Penalty: 5333.072754
	Iteration 32Q: 3 clusters Score -6519460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -6519457.500000 Penalty: 5333.072754
	Iteration 33Q: 3 clusters Score -6519458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -6519466.500000 Penalty: 5333.072754
	Iteration 34Q: 3 clusters Score -6519466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -6519478.000000 Penalty: 5333.072754
	Iteration 35Q: 3 clusters Score -6519478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -6519485.500000 Penalty: 5333.072754
	Iteration 36Q: 3 clusters Score -6519486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -6519484.500000 Penalty: 5333.072754
	Iteration 37Q: 3 clusters Score -6519484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -6519489.000000 Penalty: 5333.072754
	Iteration 38Q: 3 clusters Score -6519489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -6519497.500000 Penalty: 5333.072754
	Iteration 39Q: 3 clusters Score -6519498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -6519493.500000 Penalty: 5333.072754
	Iteration 40F: 3 clusters Score -6519494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -6519497.500000 Penalty: 5333.072754
	Iteration 41Q: 3 clusters Score -6519498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -6519492.500000 Penalty: 5333.072754
	Iteration 42Q: 3 clusters Score -6519492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -6519494.500000 Penalty: 5333.072754
	Iteration 43Q: 3 clusters Score -6519494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -6519494.500000 Penalty: 5333.072754
	Iteration 44F: 3 clusters Score -6519494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (134587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134587 members 
Entering Unmasked Estep 
Score: -18743022.000000 Penalty: 2928.871582
	Iteration 0F: 2 clusters Score -1.874302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 67204 members 
Entering Unmasked Estep 
Score: -18655430.000000 Penalty: 5857.743164
	Iteration 0F: 3 clusters Score -1.865543e+07 nChanged 64242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67987 members 
Mstep: Class 2 contains 66600 members 
Entering Unmasked Estep 
Score: -18692630.000000 Penalty: 5857.743164
	Iteration 1F: 3 clusters Score -1.869263e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68253 members 
Mstep: Class 2 contains 66334 members 
Entering Unmasked Estep 
Score: -18693660.000000 Penalty: 5857.743164
	Iteration 2Q: 3 clusters Score -1.869366e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68516 members 
Mstep: Class 2 contains 66071 members 
Entering Unmasked Estep 
Score: -18694936.000000 Penalty: 5857.743164
	Iteration 3Q: 3 clusters Score -1.869494e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68877 members 
Mstep: Class 2 contains 65710 members 
Entering Unmasked Estep 
Score: -18696566.000000 Penalty: 5857.743164
	Iteration 4Q: 3 clusters Score -1.869657e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69298 members 
Mstep: Class 2 contains 65289 members 
Entering Unmasked Estep 
Score: -18698738.000000 Penalty: 5857.743164
	Iteration 5Q: 3 clusters Score -1.869874e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69901 members 
Mstep: Class 2 contains 64686 members 
Entering Unmasked Estep 
Score: -18701558.000000 Penalty: 5857.743164
	Iteration 6Q: 3 clusters Score -1.870156e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70636 members 
Mstep: Class 2 contains 63951 members 
Entering Unmasked Estep 
Score: -18705170.000000 Penalty: 5857.743164
	Iteration 7F: 3 clusters Score -1.870517e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71315 members 
Mstep: Class 2 contains 63272 members 
Entering Unmasked Estep 
Score: -18709854.000000 Penalty: 5857.743164
	Iteration 8F: 3 clusters Score -1.870985e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71874 members 
Mstep: Class 2 contains 62713 members 
Entering Unmasked Estep 
Score: -18715208.000000 Penalty: 5857.743164
	Iteration 9F: 3 clusters Score -1.871521e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72102 members 
Mstep: Class 2 contains 62485 members 
Entering Unmasked Estep 
Score: -18720290.000000 Penalty: 5857.743164
	Iteration 10F: 3 clusters Score -1.872029e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72142 members 
Mstep: Class 2 contains 62445 members 
Entering Unmasked Estep 
Score: -18723450.000000 Penalty: 5857.743164
	Iteration 11Q: 3 clusters Score -1.872345e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72092 members 
Mstep: Class 2 contains 62495 members 
Entering Unmasked Estep 
Score: -18724744.000000 Penalty: 5857.743164
	Iteration 12Q: 3 clusters Score -1.872474e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72003 members 
Mstep: Class 2 contains 62584 members 
Entering Unmasked Estep 
Score: -18725360.000000 Penalty: 5857.743164
	Iteration 13Q: 3 clusters Score -1.872536e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71858 members 
Mstep: Class 2 contains 62729 members 
Entering Unmasked Estep 
Score: -18725644.000000 Penalty: 5857.743164
	Iteration 14Q: 3 clusters Score -1.872564e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71681 members 
Mstep: Class 2 contains 62906 members 
Entering Unmasked Estep 
Score: -18725736.000000 Penalty: 5857.743164
	Iteration 15Q: 3 clusters Score -1.872574e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71438 members 
Mstep: Class 2 contains 63149 members 
Entering Unmasked Estep 
Score: -18725780.000000 Penalty: 5857.743164
	Iteration 16Q: 3 clusters Score -1.872578e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71179 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -18725840.000000 Penalty: 5857.743164
	Iteration 17Q: 3 clusters Score -1.872584e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70898 members 
Mstep: Class 2 contains 63689 members 
Entering Unmasked Estep 
Score: -18725930.000000 Penalty: 5857.743164
	Iteration 18Q: 3 clusters Score -1.872593e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70533 members 
Mstep: Class 2 contains 64054 members 
Entering Unmasked Estep 
Score: -18725990.000000 Penalty: 5857.743164
	Iteration 19Q: 3 clusters Score -1.872599e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70101 members 
Mstep: Class 2 contains 64486 members 
Entering Unmasked Estep 
Score: -18726018.000000 Penalty: 5857.743164
	Iteration 20F: 3 clusters Score -1.872602e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69696 members 
Mstep: Class 2 contains 64891 members 
Entering Unmasked Estep 
Score: -18726044.000000 Penalty: 5857.743164
	Iteration 21Q: 3 clusters Score -1.872604e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 65314 members 
Entering Unmasked Estep 
Score: -18726098.000000 Penalty: 5857.743164
	Iteration 22Q: 3 clusters Score -1.87261e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68794 members 
Mstep: Class 2 contains 65793 members 
Entering Unmasked Estep 
Score: -18726152.000000 Penalty: 5857.743164
	Iteration 23Q: 3 clusters Score -1.872615e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68227 members 
Mstep: Class 2 contains 66360 members 
Entering Unmasked Estep 
Score: -18726262.000000 Penalty: 5857.743164
	Iteration 24Q: 3 clusters Score -1.872626e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67598 members 
Mstep: Class 2 contains 66989 members 
Entering Unmasked Estep 
Score: -18726406.000000 Penalty: 5857.743164
	Iteration 25Q: 3 clusters Score -1.872641e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66931 members 
Mstep: Class 2 contains 67656 members 
Entering Unmasked Estep 
Score: -18726480.000000 Penalty: 5857.743164
	Iteration 26Q: 3 clusters Score -1.872648e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66194 members 
Mstep: Class 2 contains 68393 members 
Entering Unmasked Estep 
Score: -18726666.000000 Penalty: 5857.743164
	Iteration 27Q: 3 clusters Score -1.872667e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65395 members 
Mstep: Class 2 contains 69192 members 
Entering Unmasked Estep 
Score: -18726760.000000 Penalty: 5857.743164
	Iteration 28Q: 3 clusters Score -1.872676e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64522 members 
Mstep: Class 2 contains 70065 members 
Entering Unmasked Estep 
Score: -18726896.000000 Penalty: 5857.743164
	Iteration 29Q: 3 clusters Score -1.87269e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 71036 members 
Entering Unmasked Estep 
Score: -18727172.000000 Penalty: 5857.743164
	Iteration 30Q: 3 clusters Score -1.872717e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62481 members 
Mstep: Class 2 contains 72106 members 
Entering Unmasked Estep 
Score: -18727408.000000 Penalty: 5857.743164
	Iteration 31Q: 3 clusters Score -1.872741e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61265 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -18727730.000000 Penalty: 5857.743164
	Iteration 32Q: 3 clusters Score -1.872773e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59900 members 
Mstep: Class 2 contains 74687 members 
Entering Unmasked Estep 
Score: -18728250.000000 Penalty: 5857.743164
	Iteration 33Q: 3 clusters Score -1.872825e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58410 members 
Mstep: Class 2 contains 76177 members 
Entering Unmasked Estep 
Score: -18728814.000000 Penalty: 5857.743164
	Iteration 34Q: 3 clusters Score -1.872881e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56797 members 
Mstep: Class 2 contains 77790 members 
Entering Unmasked Estep 
Score: -18729498.000000 Penalty: 5857.743164
	Iteration 35Q: 3 clusters Score -1.87295e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55098 members 
Mstep: Class 2 contains 79489 members 
Entering Unmasked Estep 
Score: -18730468.000000 Penalty: 5857.743164
	Iteration 36Q: 3 clusters Score -1.873047e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 81244 members 
Entering Unmasked Estep 
Score: -18731688.000000 Penalty: 5857.743164
	Iteration 37Q: 3 clusters Score -1.873169e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 83026 members 
Entering Unmasked Estep 
Score: -18733196.000000 Penalty: 5857.743164
	Iteration 38Q: 3 clusters Score -1.87332e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Mstep: Class 2 contains 84750 members 
Entering Unmasked Estep 
Score: -18734750.000000 Penalty: 5857.743164
	Iteration 39Q: 3 clusters Score -1.873475e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 86201 members 
Entering Unmasked Estep 
Score: -18736346.000000 Penalty: 5857.743164
	Iteration 40F: 3 clusters Score -1.873635e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 87596 members 
Entering Unmasked Estep 
Score: -18738084.000000 Penalty: 5857.743164
	Iteration 41Q: 3 clusters Score -1.873808e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 88681 members 
Entering Unmasked Estep 
Score: -18739212.000000 Penalty: 5857.743164
	Iteration 42Q: 3 clusters Score -1.873921e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 89510 members 
Entering Unmasked Estep 
Score: -18740008.000000 Penalty: 5857.743164
	Iteration 43Q: 3 clusters Score -1.874001e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 90103 members 
Entering Unmasked Estep 
Score: -18740516.000000 Penalty: 5857.743164
	Iteration 44Q: 3 clusters Score -1.874052e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 90520 members 
Entering Unmasked Estep 
Score: -18740724.000000 Penalty: 5857.743164
	Iteration 45Q: 3 clusters Score -1.874072e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 90841 members 
Entering Unmasked Estep 
Score: -18740820.000000 Penalty: 5857.743164
	Iteration 46Q: 3 clusters Score -1.874082e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 91140 members 
Entering Unmasked Estep 
Score: -18740850.000000 Penalty: 5857.743164
	Iteration 47Q: 3 clusters Score -1.874085e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 91402 members 
Entering Unmasked Estep 
Score: -18740944.000000 Penalty: 5857.743164
	Iteration 48Q: 3 clusters Score -1.874094e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 91636 members 
Entering Unmasked Estep 
Score: -18740994.000000 Penalty: 5857.743164
	Iteration 49Q: 3 clusters Score -1.874099e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 91857 members 
Entering Unmasked Estep 
Score: -18741042.000000 Penalty: 5857.743164
	Iteration 50Q: 3 clusters Score -1.874104e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 92101 members 
Entering Unmasked Estep 
Score: -18741080.000000 Penalty: 5857.743164
	Iteration 51Q: 3 clusters Score -1.874108e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 92340 members 
Entering Unmasked Estep 
Score: -18741072.000000 Penalty: 5857.743164
	Iteration 52Q: 3 clusters Score -1.874107e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 92578 members 
Entering Unmasked Estep 
Score: -18741146.000000 Penalty: 5857.743164
	Iteration 53Q: 3 clusters Score -1.874115e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 92811 members 
Entering Unmasked Estep 
Score: -18741160.000000 Penalty: 5857.743164
	Iteration 54Q: 3 clusters Score -1.874116e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 93070 members 
Entering Unmasked Estep 
Score: -18741144.000000 Penalty: 5857.743164
	Iteration 55Q: 3 clusters Score -1.874114e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 93356 members 
Entering Unmasked Estep 
Score: -18741240.000000 Penalty: 5857.743164
	Iteration 56Q: 3 clusters Score -1.874124e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 93648 members 
Entering Unmasked Estep 
Score: -18741236.000000 Penalty: 5857.743164
	Iteration 57Q: 3 clusters Score -1.874124e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 93938 members 
Entering Unmasked Estep 
Score: -18741238.000000 Penalty: 5857.743164
	Iteration 58Q: 3 clusters Score -1.874124e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 94258 members 
Entering Unmasked Estep 
Score: -18741214.000000 Penalty: 5857.743164
	Iteration 59Q: 3 clusters Score -1.874121e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 94558 members 
Entering Unmasked Estep 
Score: -18741202.000000 Penalty: 5857.743164
	Iteration 60F: 3 clusters Score -1.87412e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 94864 members 
Entering Unmasked Estep 
Score: -18741250.000000 Penalty: 5857.743164
	Iteration 61Q: 3 clusters Score -1.874125e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 95181 members 
Entering Unmasked Estep 
Score: -18741266.000000 Penalty: 5857.743164
	Iteration 62Q: 3 clusters Score -1.874127e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 95543 members 
Entering Unmasked Estep 
Score: -18741312.000000 Penalty: 5857.743164
	Iteration 63Q: 3 clusters Score -1.874131e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 95943 members 
Entering Unmasked Estep 
Score: -18741396.000000 Penalty: 5857.743164
	Iteration 64Q: 3 clusters Score -1.87414e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 96364 members 
Entering Unmasked Estep 
Score: -18741438.000000 Penalty: 5857.743164
	Iteration 65Q: 3 clusters Score -1.874144e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 96797 members 
Entering Unmasked Estep 
Score: -18741534.000000 Penalty: 5857.743164
	Iteration 66Q: 3 clusters Score -1.874153e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 97240 members 
Entering Unmasked Estep 
Score: -18741558.000000 Penalty: 5857.743164
	Iteration 67Q: 3 clusters Score -1.874156e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 97697 members 
Entering Unmasked Estep 
Score: -18741664.000000 Penalty: 5857.743164
	Iteration 68Q: 3 clusters Score -1.874166e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 98188 members 
Entering Unmasked Estep 
Score: -18741678.000000 Penalty: 5857.743164
	Iteration 69Q: 3 clusters Score -1.874168e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 98657 members 
Entering Unmasked Estep 
Score: -18741704.000000 Penalty: 5857.743164
	Iteration 70Q: 3 clusters Score -1.87417e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 99150 members 
Entering Unmasked Estep 
Score: -18741786.000000 Penalty: 5857.743164
	Iteration 71Q: 3 clusters Score -1.874179e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 99631 members 
Entering Unmasked Estep 
Score: -18741842.000000 Penalty: 5857.743164
	Iteration 72Q: 3 clusters Score -1.874184e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 100115 members 
Entering Unmasked Estep 
Score: -18741884.000000 Penalty: 5857.743164
	Iteration 73Q: 3 clusters Score -1.874188e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 100586 members 
Entering Unmasked Estep 
Score: -18741876.000000 Penalty: 5857.743164
	Iteration 74Q: 3 clusters Score -1.874188e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 101068 members 
Entering Unmasked Estep 
Score: -18741930.000000 Penalty: 5857.743164
	Iteration 75Q: 3 clusters Score -1.874193e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 101569 members 
Entering Unmasked Estep 
Score: -18741962.000000 Penalty: 5857.743164
	Iteration 76Q: 3 clusters Score -1.874196e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 102044 members 
Entering Unmasked Estep 
Score: -18742020.000000 Penalty: 5857.743164
	Iteration 77Q: 3 clusters Score -1.874202e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 102478 members 
Entering Unmasked Estep 
Score: -18742052.000000 Penalty: 5857.743164
	Iteration 78Q: 3 clusters Score -1.874205e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 102868 members 
Entering Unmasked Estep 
Score: -18742102.000000 Penalty: 5857.743164
	Iteration 79Q: 3 clusters Score -1.87421e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 103261 members 
Entering Unmasked Estep 
Score: -18742188.000000 Penalty: 5857.743164
	Iteration 80F: 3 clusters Score -1.874219e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 103619 members 
Entering Unmasked Estep 
Score: -18742206.000000 Penalty: 5857.743164
	Iteration 81Q: 3 clusters Score -1.874221e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 103940 members 
Entering Unmasked Estep 
Score: -18742210.000000 Penalty: 5857.743164
	Iteration 82Q: 3 clusters Score -1.874221e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 104288 members 
Entering Unmasked Estep 
Score: -18742268.000000 Penalty: 5857.743164
	Iteration 83Q: 3 clusters Score -1.874227e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 104621 members 
Entering Unmasked Estep 
Score: -18742286.000000 Penalty: 5857.743164
	Iteration 84Q: 3 clusters Score -1.874229e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 104961 members 
Entering Unmasked Estep 
Score: -18742296.000000 Penalty: 5857.743164
	Iteration 85Q: 3 clusters Score -1.87423e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 105298 members 
Entering Unmasked Estep 
Score: -18742322.000000 Penalty: 5857.743164
	Iteration 86Q: 3 clusters Score -1.874232e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 105633 members 
Entering Unmasked Estep 
Score: -18742372.000000 Penalty: 5857.743164
	Iteration 87Q: 3 clusters Score -1.874237e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 105945 members 
Entering Unmasked Estep 
Score: -18742476.000000 Penalty: 5857.743164
	Iteration 88Q: 3 clusters Score -1.874248e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 106248 members 
Entering Unmasked Estep 
Score: -18742514.000000 Penalty: 5857.743164
	Iteration 89Q: 3 clusters Score -1.874251e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 106530 members 
Entering Unmasked Estep 
Score: -18742572.000000 Penalty: 5857.743164
	Iteration 90Q: 3 clusters Score -1.874257e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 106809 members 
Entering Unmasked Estep 
Score: -18742600.000000 Penalty: 5857.743164
	Iteration 91Q: 3 clusters Score -1.87426e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 107069 members 
Entering Unmasked Estep 
Score: -18742602.000000 Penalty: 5857.743164
	Iteration 92Q: 3 clusters Score -1.87426e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 107343 members 
Entering Unmasked Estep 
Score: -18742622.000000 Penalty: 5857.743164
	Iteration 93Q: 3 clusters Score -1.874262e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 107632 members 
Entering Unmasked Estep 
Score: -18742630.000000 Penalty: 5857.743164
	Iteration 94Q: 3 clusters Score -1.874263e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 107895 members 
Entering Unmasked Estep 
Score: -18742620.000000 Penalty: 5857.743164
	Iteration 95Q: 3 clusters Score -1.874262e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 108146 members 
Entering Unmasked Estep 
Score: -18742676.000000 Penalty: 5857.743164
	Iteration 96Q: 3 clusters Score -1.874268e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 108385 members 
Entering Unmasked Estep 
Score: -18742612.000000 Penalty: 5857.743164
	Iteration 97Q: 3 clusters Score -1.874261e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 108625 members 
Entering Unmasked Estep 
Score: -18742648.000000 Penalty: 5857.743164
	Iteration 98Q: 3 clusters Score -1.874265e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 108841 members 
Entering Unmasked Estep 
Score: -18742624.000000 Penalty: 5857.743164
	Iteration 99Q: 3 clusters Score -1.874262e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 109053 members 
Entering Unmasked Estep 
Score: -18742648.000000 Penalty: 5857.743164
	Iteration 100F: 3 clusters Score -1.874265e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 109251 members 
Entering Unmasked Estep 
Score: -18742628.000000 Penalty: 5857.743164
	Iteration 101Q: 3 clusters Score -1.874263e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 109422 members 
Entering Unmasked Estep 
Score: -18742616.000000 Penalty: 5857.743164
	Iteration 102Q: 3 clusters Score -1.874262e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 109609 members 
Entering Unmasked Estep 
Score: -18742608.000000 Penalty: 5857.743164
	Iteration 103Q: 3 clusters Score -1.874261e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 109790 members 
Entering Unmasked Estep 
Score: -18742608.000000 Penalty: 5857.743164
	Iteration 104Q: 3 clusters Score -1.874261e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 109973 members 
Entering Unmasked Estep 
Score: -18742622.000000 Penalty: 5857.743164
	Iteration 105Q: 3 clusters Score -1.874262e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 110160 members 
Entering Unmasked Estep 
Score: -18742626.000000 Penalty: 5857.743164
	Iteration 106Q: 3 clusters Score -1.874263e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 110339 members 
Entering Unmasked Estep 
Score: -18742654.000000 Penalty: 5857.743164
	Iteration 107Q: 3 clusters Score -1.874265e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 110501 members 
Entering Unmasked Estep 
Score: -18742678.000000 Penalty: 5857.743164
	Iteration 108Q: 3 clusters Score -1.874268e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 110648 members 
Entering Unmasked Estep 
Score: -18742678.000000 Penalty: 5857.743164
	Iteration 109Q: 3 clusters Score -1.874268e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 110798 members 
Entering Unmasked Estep 
Score: -18742664.000000 Penalty: 5857.743164
	Iteration 110Q: 3 clusters Score -1.874266e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 110943 members 
Entering Unmasked Estep 
Score: -18742654.000000 Penalty: 5857.743164
	Iteration 111Q: 3 clusters Score -1.874265e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 111082 members 
Entering Unmasked Estep 
Score: -18742660.000000 Penalty: 5857.743164
	Iteration 112Q: 3 clusters Score -1.874266e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 111208 members 
Entering Unmasked Estep 
Score: -18742692.000000 Penalty: 5857.743164
	Iteration 113Q: 3 clusters Score -1.874269e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 111323 members 
Entering Unmasked Estep 
Score: -18742676.000000 Penalty: 5857.743164
	Iteration 114Q: 3 clusters Score -1.874268e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 111447 members 
Entering Unmasked Estep 
Score: -18742662.000000 Penalty: 5857.743164
	Iteration 115Q: 3 clusters Score -1.874266e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 111563 members 
Entering Unmasked Estep 
Score: -18742666.000000 Penalty: 5857.743164
	Iteration 116Q: 3 clusters Score -1.874267e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 111695 members 
Entering Unmasked Estep 
Score: -18742628.000000 Penalty: 5857.743164
	Iteration 117Q: 3 clusters Score -1.874263e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 111827 members 
Entering Unmasked Estep 
Score: -18742650.000000 Penalty: 5857.743164
	Iteration 118Q: 3 clusters Score -1.874265e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 111957 members 
Entering Unmasked Estep 
Score: -18742684.000000 Penalty: 5857.743164
	Iteration 119Q: 3 clusters Score -1.874268e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 112092 members 
Entering Unmasked Estep 
Score: -18742686.000000 Penalty: 5857.743164
	Iteration 120F: 3 clusters Score -1.874269e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 112240 members 
Entering Unmasked Estep 
Score: -18742640.000000 Penalty: 5857.743164
	Iteration 121Q: 3 clusters Score -1.874264e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 112382 members 
Entering Unmasked Estep 
Score: -18742634.000000 Penalty: 5857.743164
	Iteration 122Q: 3 clusters Score -1.874263e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 112510 members 
Entering Unmasked Estep 
Score: -18742656.000000 Penalty: 5857.743164
	Iteration 123Q: 3 clusters Score -1.874266e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 112630 members 
Entering Unmasked Estep 
Score: -18742648.000000 Penalty: 5857.743164
	Iteration 124Q: 3 clusters Score -1.874265e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 112747 members 
Entering Unmasked Estep 
Score: -18742628.000000 Penalty: 5857.743164
	Iteration 125Q: 3 clusters Score -1.874263e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 112848 members 
Entering Unmasked Estep 
Score: -18742636.000000 Penalty: 5857.743164
	Iteration 126Q: 3 clusters Score -1.874264e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 112948 members 
Entering Unmasked Estep 
Score: -18742648.000000 Penalty: 5857.743164
	Iteration 127Q: 3 clusters Score -1.874265e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 113049 members 
Entering Unmasked Estep 
Score: -18742676.000000 Penalty: 5857.743164
	Iteration 128Q: 3 clusters Score -1.874268e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 113155 members 
Entering Unmasked Estep 
Score: -18742678.000000 Penalty: 5857.743164
	Iteration 129Q: 3 clusters Score -1.874268e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 113260 members 
Entering Unmasked Estep 
Score: -18742636.000000 Penalty: 5857.743164
	Iteration 130Q: 3 clusters Score -1.874264e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 113368 members 
Entering Unmasked Estep 
Score: -18742632.000000 Penalty: 5857.743164
	Iteration 131Q: 3 clusters Score -1.874263e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 113474 members 
Entering Unmasked Estep 
Score: -18742656.000000 Penalty: 5857.743164
	Iteration 132Q: 3 clusters Score -1.874266e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 113581 members 
Entering Unmasked Estep 
Score: -18742642.000000 Penalty: 5857.743164
	Iteration 133Q: 3 clusters Score -1.874264e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 113705 members 
Entering Unmasked Estep 
Score: -18742684.000000 Penalty: 5857.743164
	Iteration 134Q: 3 clusters Score -1.874268e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 113799 members 
Entering Unmasked Estep 
Score: -18742650.000000 Penalty: 5857.743164
	Iteration 135Q: 3 clusters Score -1.874265e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 113877 members 
Entering Unmasked Estep 
Score: -18742694.000000 Penalty: 5857.743164
	Iteration 136Q: 3 clusters Score -1.874269e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 113960 members 
Entering Unmasked Estep 
Score: -18742704.000000 Penalty: 5857.743164
	Iteration 137Q: 3 clusters Score -1.87427e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 114054 members 
Entering Unmasked Estep 
Score: -18742704.000000 Penalty: 5857.743164
	Iteration 138Q: 3 clusters Score -1.87427e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 114133 members 
Entering Unmasked Estep 
Score: -18742726.000000 Penalty: 5857.743164
	Iteration 139Q: 3 clusters Score -1.874273e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 114214 members 
Entering Unmasked Estep 
Score: -18742754.000000 Penalty: 5857.743164
	Iteration 140F: 3 clusters Score -1.874275e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 114303 members 
Entering Unmasked Estep 
Score: -18742766.000000 Penalty: 5857.743164
	Iteration 141Q: 3 clusters Score -1.874277e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 114382 members 
Entering Unmasked Estep 
Score: -18742780.000000 Penalty: 5857.743164
	Iteration 142Q: 3 clusters Score -1.874278e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 114457 members 
Entering Unmasked Estep 
Score: -18742784.000000 Penalty: 5857.743164
	Iteration 143Q: 3 clusters Score -1.874278e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 114529 members 
Entering Unmasked Estep 
Score: -18742762.000000 Penalty: 5857.743164
	Iteration 144Q: 3 clusters Score -1.874276e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 114603 members 
Entering Unmasked Estep 
Score: -18742786.000000 Penalty: 5857.743164
	Iteration 145Q: 3 clusters Score -1.874279e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 114676 members 
Entering Unmasked Estep 
Score: -18742796.000000 Penalty: 5857.743164
	Iteration 146Q: 3 clusters Score -1.87428e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 114737 members 
Entering Unmasked Estep 
Score: -18742798.000000 Penalty: 5857.743164
	Iteration 147Q: 3 clusters Score -1.87428e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 114800 members 
Entering Unmasked Estep 
Score: -18742762.000000 Penalty: 5857.743164
	Iteration 148Q: 3 clusters Score -1.874276e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 114854 members 
Entering Unmasked Estep 
Score: -18742778.000000 Penalty: 5857.743164
	Iteration 149Q: 3 clusters Score -1.874278e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 114908 members 
Entering Unmasked Estep 
Score: -18742796.000000 Penalty: 5857.743164
	Iteration 150Q: 3 clusters Score -1.87428e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 114961 members 
Entering Unmasked Estep 
Score: -18742768.000000 Penalty: 5857.743164
	Iteration 151Q: 3 clusters Score -1.874277e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 115010 members 
Entering Unmasked Estep 
Score: -18742800.000000 Penalty: 5857.743164
	Iteration 152Q: 3 clusters Score -1.87428e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 115052 members 
Entering Unmasked Estep 
Score: -18742800.000000 Penalty: 5857.743164
	Iteration 153Q: 3 clusters Score -1.87428e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 115084 members 
Entering Unmasked Estep 
Score: -18742796.000000 Penalty: 5857.743164
	Iteration 154Q: 3 clusters Score -1.87428e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 115110 members 
Entering Unmasked Estep 
Score: -18742780.000000 Penalty: 5857.743164
	Iteration 155Q: 3 clusters Score -1.874278e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 115132 members 
Entering Unmasked Estep 
Score: -18742790.000000 Penalty: 5857.743164
	Iteration 156Q: 3 clusters Score -1.874279e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 115161 members 
Entering Unmasked Estep 
Score: -18742790.000000 Penalty: 5857.743164
	Iteration 157Q: 3 clusters Score -1.874279e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 115182 members 
Entering Unmasked Estep 
Score: -18742786.000000 Penalty: 5857.743164
	Iteration 158Q: 3 clusters Score -1.874279e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 115201 members 
Entering Unmasked Estep 
Score: -18742764.000000 Penalty: 5857.743164
	Iteration 159Q: 3 clusters Score -1.874276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 115211 members 
Entering Unmasked Estep 
Score: -18742774.000000 Penalty: 5857.743164
	Iteration 160F: 3 clusters Score -1.874277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 115223 members 
Entering Unmasked Estep 
Score: -18742764.000000 Penalty: 5857.743164
	Iteration 161Q: 3 clusters Score -1.874276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 115241 members 
Entering Unmasked Estep 
Score: -18742762.000000 Penalty: 5857.743164
	Iteration 162Q: 3 clusters Score -1.874276e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 115266 members 
Entering Unmasked Estep 
Score: -18742786.000000 Penalty: 5857.743164
	Iteration 163Q: 3 clusters Score -1.874279e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 115283 members 
Entering Unmasked Estep 
Score: -18742814.000000 Penalty: 5857.743164
	Iteration 164Q: 3 clusters Score -1.874281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 115298 members 
Entering Unmasked Estep 
Score: -18742798.000000 Penalty: 5857.743164
	Iteration 165Q: 3 clusters Score -1.87428e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 115320 members 
Entering Unmasked Estep 
Score: -18742790.000000 Penalty: 5857.743164
	Iteration 166Q: 3 clusters Score -1.874279e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 115334 members 
Entering Unmasked Estep 
Score: -18742808.000000 Penalty: 5857.743164
	Iteration 167Q: 3 clusters Score -1.874281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 115347 members 
Entering Unmasked Estep 
Score: -18742816.000000 Penalty: 5857.743164
	Iteration 168Q: 3 clusters Score -1.874282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 115366 members 
Entering Unmasked Estep 
Score: -18742824.000000 Penalty: 5857.743164
	Iteration 169Q: 3 clusters Score -1.874282e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 115384 members 
Entering Unmasked Estep 
Score: -18742816.000000 Penalty: 5857.743164
	Iteration 170Q: 3 clusters Score -1.874282e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 115407 members 
Entering Unmasked Estep 
Score: -18742816.000000 Penalty: 5857.743164
	Iteration 171Q: 3 clusters Score -1.874282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 115428 members 
Entering Unmasked Estep 
Score: -18742834.000000 Penalty: 5857.743164
	Iteration 172Q: 3 clusters Score -1.874283e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 115456 members 
Entering Unmasked Estep 
Score: -18742812.000000 Penalty: 5857.743164
	Iteration 173Q: 3 clusters Score -1.874281e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 115477 members 
Entering Unmasked Estep 
Score: -18742810.000000 Penalty: 5857.743164
	Iteration 174Q: 3 clusters Score -1.874281e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 115499 members 
Entering Unmasked Estep 
Score: -18742796.000000 Penalty: 5857.743164
	Iteration 175Q: 3 clusters Score -1.87428e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 115523 members 
Entering Unmasked Estep 
Score: -18742788.000000 Penalty: 5857.743164
	Iteration 176Q: 3 clusters Score -1.874279e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 115544 members 
Entering Unmasked Estep 
Score: -18742780.000000 Penalty: 5857.743164
	Iteration 177Q: 3 clusters Score -1.874278e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 115562 members 
Entering Unmasked Estep 
Score: -18742768.000000 Penalty: 5857.743164
	Iteration 178Q: 3 clusters Score -1.874277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 115576 members 
Entering Unmasked Estep 
Score: -18742784.000000 Penalty: 5857.743164
	Iteration 179Q: 3 clusters Score -1.874278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 115592 members 
Entering Unmasked Estep 
Score: -18742792.000000 Penalty: 5857.743164
	Iteration 180F: 3 clusters Score -1.874279e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 115609 members 
Entering Unmasked Estep 
Score: -18742782.000000 Penalty: 5857.743164
	Iteration 181Q: 3 clusters Score -1.874278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 115628 members 
Entering Unmasked Estep 
Score: -18742770.000000 Penalty: 5857.743164
	Iteration 182Q: 3 clusters Score -1.874277e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 115653 members 
Entering Unmasked Estep 
Score: -18742784.000000 Penalty: 5857.743164
	Iteration 183Q: 3 clusters Score -1.874278e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 115681 members 
Entering Unmasked Estep 
Score: -18742786.000000 Penalty: 5857.743164
	Iteration 184Q: 3 clusters Score -1.874279e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 115706 members 
Entering Unmasked Estep 
Score: -18742774.000000 Penalty: 5857.743164
	Iteration 185Q: 3 clusters Score -1.874277e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 115734 members 
Entering Unmasked Estep 
Score: -18742780.000000 Penalty: 5857.743164
	Iteration 186Q: 3 clusters Score -1.874278e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 115765 members 
Entering Unmasked Estep 
Score: -18742768.000000 Penalty: 5857.743164
	Iteration 187Q: 3 clusters Score -1.874277e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 115799 members 
Entering Unmasked Estep 
Score: -18742758.000000 Penalty: 5857.743164
	Iteration 188Q: 3 clusters Score -1.874276e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 115837 members 
Entering Unmasked Estep 
Score: -18742766.000000 Penalty: 5857.743164
	Iteration 189Q: 3 clusters Score -1.874277e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 115880 members 
Entering Unmasked Estep 
Score: -18742748.000000 Penalty: 5857.743164
	Iteration 190Q: 3 clusters Score -1.874275e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 115923 members 
Entering Unmasked Estep 
Score: -18742766.000000 Penalty: 5857.743164
	Iteration 191Q: 3 clusters Score -1.874277e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 115968 members 
Entering Unmasked Estep 
Score: -18742756.000000 Penalty: 5857.743164
	Iteration 192Q: 3 clusters Score -1.874276e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 116008 members 
Entering Unmasked Estep 
Score: -18742754.000000 Penalty: 5857.743164
	Iteration 193Q: 3 clusters Score -1.874275e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 116051 members 
Entering Unmasked Estep 
Score: -18742738.000000 Penalty: 5857.743164
	Iteration 194Q: 3 clusters Score -1.874274e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 116094 members 
Entering Unmasked Estep 
Score: -18742748.000000 Penalty: 5857.743164
	Iteration 195Q: 3 clusters Score -1.874275e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 116139 members 
Entering Unmasked Estep 
Score: -18742750.000000 Penalty: 5857.743164
	Iteration 196Q: 3 clusters Score -1.874275e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 116190 members 
Entering Unmasked Estep 
Score: -18742768.000000 Penalty: 5857.743164
	Iteration 197Q: 3 clusters Score -1.874277e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 116237 members 
Entering Unmasked Estep 
Score: -18742748.000000 Penalty: 5857.743164
	Iteration 198Q: 3 clusters Score -1.874275e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 116286 members 
Entering Unmasked Estep 
Score: -18742734.000000 Penalty: 5857.743164
	Iteration 199Q: 3 clusters Score -1.874273e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 116340 members 
Entering Unmasked Estep 
Score: -18742752.000000 Penalty: 5857.743164
	Iteration 200F: 3 clusters Score -1.874275e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 116396 members 
Entering Unmasked Estep 
Score: -18742764.000000 Penalty: 5857.743164
	Iteration 201Q: 3 clusters Score -1.874276e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 116446 members 
Entering Unmasked Estep 
Score: -18742768.000000 Penalty: 5857.743164
	Iteration 202Q: 3 clusters Score -1.874277e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 116497 members 
Entering Unmasked Estep 
Score: -18742778.000000 Penalty: 5857.743164
	Iteration 203Q: 3 clusters Score -1.874278e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 116540 members 
Entering Unmasked Estep 
Score: -18742772.000000 Penalty: 5857.743164
	Iteration 204Q: 3 clusters Score -1.874277e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 116602 members 
Entering Unmasked Estep 
Score: -18742770.000000 Penalty: 5857.743164
	Iteration 205Q: 3 clusters Score -1.874277e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 116656 members 
Entering Unmasked Estep 
Score: -18742764.000000 Penalty: 5857.743164
	Iteration 206Q: 3 clusters Score -1.874276e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 116712 members 
Entering Unmasked Estep 
Score: -18742776.000000 Penalty: 5857.743164
	Iteration 207Q: 3 clusters Score -1.874278e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 116773 members 
Entering Unmasked Estep 
Score: -18742764.000000 Penalty: 5857.743164
	Iteration 208Q: 3 clusters Score -1.874276e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 116843 members 
Entering Unmasked Estep 
Score: -18742750.000000 Penalty: 5857.743164
	Iteration 209Q: 3 clusters Score -1.874275e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 116911 members 
Entering Unmasked Estep 
Score: -18742778.000000 Penalty: 5857.743164
	Iteration 210Q: 3 clusters Score -1.874278e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 116983 members 
Entering Unmasked Estep 
Score: -18742808.000000 Penalty: 5857.743164
	Iteration 211Q: 3 clusters Score -1.874281e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 117049 members 
Entering Unmasked Estep 
Score: -18742782.000000 Penalty: 5857.743164
	Iteration 212Q: 3 clusters Score -1.874278e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 117113 members 
Entering Unmasked Estep 
Score: -18742800.000000 Penalty: 5857.743164
	Iteration 213Q: 3 clusters Score -1.87428e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 117191 members 
Entering Unmasked Estep 
Score: -18742824.000000 Penalty: 5857.743164
	Iteration 214Q: 3 clusters Score -1.874282e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 117261 members 
Entering Unmasked Estep 
Score: -18742824.000000 Penalty: 5857.743164
	Iteration 215Q: 3 clusters Score -1.874282e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 117337 members 
Entering Unmasked Estep 
Score: -18742806.000000 Penalty: 5857.743164
	Iteration 216Q: 3 clusters Score -1.874281e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 117422 members 
Entering Unmasked Estep 
Score: -18742794.000000 Penalty: 5857.743164
	Iteration 217Q: 3 clusters Score -1.874279e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 117512 members 
Entering Unmasked Estep 
Score: -18742814.000000 Penalty: 5857.743164
	Iteration 218Q: 3 clusters Score -1.874281e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 117588 members 
Entering Unmasked Estep 
Score: -18742778.000000 Penalty: 5857.743164
	Iteration 219Q: 3 clusters Score -1.874278e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 117660 members 
Entering Unmasked Estep 
Score: -18742786.000000 Penalty: 5857.743164
	Iteration 220F: 3 clusters Score -1.874279e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 117730 members 
Entering Unmasked Estep 
Score: -18742796.000000 Penalty: 5857.743164
	Iteration 221Q: 3 clusters Score -1.87428e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 117808 members 
Entering Unmasked Estep 
Score: -18742828.000000 Penalty: 5857.743164
	Iteration 222Q: 3 clusters Score -1.874283e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 117870 members 
Entering Unmasked Estep 
Score: -18742838.000000 Penalty: 5857.743164
	Iteration 223Q: 3 clusters Score -1.874284e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 117936 members 
Entering Unmasked Estep 
Score: -18742836.000000 Penalty: 5857.743164
	Iteration 224Q: 3 clusters Score -1.874284e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 117989 members 
Entering Unmasked Estep 
Score: -18742858.000000 Penalty: 5857.743164
	Iteration 225Q: 3 clusters Score -1.874286e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 118043 members 
Entering Unmasked Estep 
Score: -18742844.000000 Penalty: 5857.743164
	Iteration 226Q: 3 clusters Score -1.874284e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 118104 members 
Entering Unmasked Estep 
Score: -18742856.000000 Penalty: 5857.743164
	Iteration 227Q: 3 clusters Score -1.874286e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 118164 members 
Entering Unmasked Estep 
Score: -18742852.000000 Penalty: 5857.743164
	Iteration 228Q: 3 clusters Score -1.874285e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 118220 members 
Entering Unmasked Estep 
Score: -18742880.000000 Penalty: 5857.743164
	Iteration 229Q: 3 clusters Score -1.874288e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 118272 members 
Entering Unmasked Estep 
Score: -18742866.000000 Penalty: 5857.743164
	Iteration 230Q: 3 clusters Score -1.874287e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 118323 members 
Entering Unmasked Estep 
Score: -18742860.000000 Penalty: 5857.743164
	Iteration 231Q: 3 clusters Score -1.874286e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 118386 members 
Entering Unmasked Estep 
Score: -18742874.000000 Penalty: 5857.743164
	Iteration 232Q: 3 clusters Score -1.874287e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 118452 members 
Entering Unmasked Estep 
Score: -18742916.000000 Penalty: 5857.743164
	Iteration 233Q: 3 clusters Score -1.874292e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 118510 members 
Entering Unmasked Estep 
Score: -18742926.000000 Penalty: 5857.743164
	Iteration 234Q: 3 clusters Score -1.874293e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 118567 members 
Entering Unmasked Estep 
Score: -18742924.000000 Penalty: 5857.743164
	Iteration 235Q: 3 clusters Score -1.874292e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 118623 members 
Entering Unmasked Estep 
Score: -18742924.000000 Penalty: 5857.743164
	Iteration 236Q: 3 clusters Score -1.874292e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 118669 members 
Entering Unmasked Estep 
Score: -18742924.000000 Penalty: 5857.743164
	Iteration 237Q: 3 clusters Score -1.874292e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 118716 members 
Entering Unmasked Estep 
Score: -18742910.000000 Penalty: 5857.743164
	Iteration 238Q: 3 clusters Score -1.874291e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 118757 members 
Entering Unmasked Estep 
Score: -18742928.000000 Penalty: 5857.743164
	Iteration 239Q: 3 clusters Score -1.874293e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 118797 members 
Entering Unmasked Estep 
Score: -18742926.000000 Penalty: 5857.743164
	Iteration 240F: 3 clusters Score -1.874293e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 118849 members 
Entering Unmasked Estep 
Score: -18742930.000000 Penalty: 5857.743164
	Iteration 241Q: 3 clusters Score -1.874293e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 118903 members 
Entering Unmasked Estep 
Score: -18742948.000000 Penalty: 5857.743164
	Iteration 242Q: 3 clusters Score -1.874295e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 118961 members 
Entering Unmasked Estep 
Score: -18742942.000000 Penalty: 5857.743164
	Iteration 243Q: 3 clusters Score -1.874294e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 119026 members 
Entering Unmasked Estep 
Score: -18742890.000000 Penalty: 5857.743164
	Iteration 244Q: 3 clusters Score -1.874289e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 119086 members 
Entering Unmasked Estep 
Score: -18742876.000000 Penalty: 5857.743164
	Iteration 245Q: 3 clusters Score -1.874288e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 119137 members 
Entering Unmasked Estep 
Score: -18742874.000000 Penalty: 5857.743164
	Iteration 246Q: 3 clusters Score -1.874287e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 119196 members 
Entering Unmasked Estep 
Score: -18742902.000000 Penalty: 5857.743164
	Iteration 247Q: 3 clusters Score -1.87429e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 119250 members 
Entering Unmasked Estep 
Score: -18742872.000000 Penalty: 5857.743164
	Iteration 248Q: 3 clusters Score -1.874287e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 119313 members 
Entering Unmasked Estep 
Score: -18742870.000000 Penalty: 5857.743164
	Iteration 249Q: 3 clusters Score -1.874287e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 119383 members 
Entering Unmasked Estep 
Score: -18742852.000000 Penalty: 5857.743164
	Iteration 250Q: 3 clusters Score -1.874285e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 119456 members 
Entering Unmasked Estep 
Score: -18742884.000000 Penalty: 5857.743164
	Iteration 251Q: 3 clusters Score -1.874288e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 119528 members 
Entering Unmasked Estep 
Score: -18742870.000000 Penalty: 5857.743164
	Iteration 252Q: 3 clusters Score -1.874287e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 119594 members 
Entering Unmasked Estep 
Score: -18742868.000000 Penalty: 5857.743164
	Iteration 253Q: 3 clusters Score -1.874287e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 119645 members 
Entering Unmasked Estep 
Score: -18742868.000000 Penalty: 5857.743164
	Iteration 254Q: 3 clusters Score -1.874287e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 119696 members 
Entering Unmasked Estep 
Score: -18742868.000000 Penalty: 5857.743164
	Iteration 255Q: 3 clusters Score -1.874287e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 119747 members 
Entering Unmasked Estep 
Score: -18742866.000000 Penalty: 5857.743164
	Iteration 256Q: 3 clusters Score -1.874287e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 119804 members 
Entering Unmasked Estep 
Score: -18742886.000000 Penalty: 5857.743164
	Iteration 257Q: 3 clusters Score -1.874289e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 119862 members 
Entering Unmasked Estep 
Score: -18742860.000000 Penalty: 5857.743164
	Iteration 258Q: 3 clusters Score -1.874286e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 119927 members 
Entering Unmasked Estep 
Score: -18742864.000000 Penalty: 5857.743164
	Iteration 259Q: 3 clusters Score -1.874286e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 119974 members 
Entering Unmasked Estep 
Score: -18742846.000000 Penalty: 5857.743164
	Iteration 260F: 3 clusters Score -1.874285e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 120036 members 
Entering Unmasked Estep 
Score: -18742838.000000 Penalty: 5857.743164
	Iteration 261Q: 3 clusters Score -1.874284e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 120102 members 
Entering Unmasked Estep 
Score: -18742834.000000 Penalty: 5857.743164
	Iteration 262Q: 3 clusters Score -1.874283e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 120156 members 
Entering Unmasked Estep 
Score: -18742824.000000 Penalty: 5857.743164
	Iteration 263Q: 3 clusters Score -1.874282e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 120211 members 
Entering Unmasked Estep 
Score: -18742846.000000 Penalty: 5857.743164
	Iteration 264Q: 3 clusters Score -1.874285e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 120271 members 
Entering Unmasked Estep 
Score: -18742856.000000 Penalty: 5857.743164
	Iteration 265Q: 3 clusters Score -1.874286e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 120338 members 
Entering Unmasked Estep 
Score: -18742838.000000 Penalty: 5857.743164
	Iteration 266Q: 3 clusters Score -1.874284e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 120407 members 
Entering Unmasked Estep 
Score: -18742868.000000 Penalty: 5857.743164
	Iteration 267Q: 3 clusters Score -1.874287e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 120481 members 
Entering Unmasked Estep 
Score: -18742864.000000 Penalty: 5857.743164
	Iteration 268Q: 3 clusters Score -1.874286e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 120555 members 
Entering Unmasked Estep 
Score: -18742858.000000 Penalty: 5857.743164
	Iteration 269Q: 3 clusters Score -1.874286e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 120616 members 
Entering Unmasked Estep 
Score: -18742854.000000 Penalty: 5857.743164
	Iteration 270Q: 3 clusters Score -1.874285e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 120670 members 
Entering Unmasked Estep 
Score: -18742844.000000 Penalty: 5857.743164
	Iteration 271Q: 3 clusters Score -1.874284e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 120716 members 
Entering Unmasked Estep 
Score: -18742852.000000 Penalty: 5857.743164
	Iteration 272Q: 3 clusters Score -1.874285e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 120753 members 
Entering Unmasked Estep 
Score: -18742872.000000 Penalty: 5857.743164
	Iteration 273Q: 3 clusters Score -1.874287e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 120798 members 
Entering Unmasked Estep 
Score: -18742832.000000 Penalty: 5857.743164
	Iteration 274Q: 3 clusters Score -1.874283e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 120837 members 
Entering Unmasked Estep 
Score: -18742854.000000 Penalty: 5857.743164
	Iteration 275Q: 3 clusters Score -1.874285e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 120887 members 
Entering Unmasked Estep 
Score: -18742838.000000 Penalty: 5857.743164
	Iteration 276Q: 3 clusters Score -1.874284e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 120927 members 
Entering Unmasked Estep 
Score: -18742854.000000 Penalty: 5857.743164
	Iteration 277Q: 3 clusters Score -1.874285e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 120979 members 
Entering Unmasked Estep 
Score: -18742858.000000 Penalty: 5857.743164
	Iteration 278Q: 3 clusters Score -1.874286e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 121031 members 
Entering Unmasked Estep 
Score: -18742848.000000 Penalty: 5857.743164
	Iteration 279Q: 3 clusters Score -1.874285e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 121070 members 
Entering Unmasked Estep 
Score: -18742866.000000 Penalty: 5857.743164
	Iteration 280F: 3 clusters Score -1.874287e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 121116 members 
Entering Unmasked Estep 
Score: -18742850.000000 Penalty: 5857.743164
	Iteration 281Q: 3 clusters Score -1.874285e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 121165 members 
Entering Unmasked Estep 
Score: -18742864.000000 Penalty: 5857.743164
	Iteration 282Q: 3 clusters Score -1.874286e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 121217 members 
Entering Unmasked Estep 
Score: -18742866.000000 Penalty: 5857.743164
	Iteration 283Q: 3 clusters Score -1.874287e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 121261 members 
Entering Unmasked Estep 
Score: -18742866.000000 Penalty: 5857.743164
	Iteration 284Q: 3 clusters Score -1.874287e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 121317 members 
Entering Unmasked Estep 
Score: -18742876.000000 Penalty: 5857.743164
	Iteration 285Q: 3 clusters Score -1.874288e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 121373 members 
Entering Unmasked Estep 
Score: -18742844.000000 Penalty: 5857.743164
	Iteration 286Q: 3 clusters Score -1.874284e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 121415 members 
Entering Unmasked Estep 
Score: -18742816.000000 Penalty: 5857.743164
	Iteration 287Q: 3 clusters Score -1.874282e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 121464 members 
Entering Unmasked Estep 
Score: -18742832.000000 Penalty: 5857.743164
	Iteration 288Q: 3 clusters Score -1.874283e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 121515 members 
Entering Unmasked Estep 
Score: -18742804.000000 Penalty: 5857.743164
	Iteration 289Q: 3 clusters Score -1.87428e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 121556 members 
Entering Unmasked Estep 
Score: -18742794.000000 Penalty: 5857.743164
	Iteration 290Q: 3 clusters Score -1.874279e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 121600 members 
Entering Unmasked Estep 
Score: -18742794.000000 Penalty: 5857.743164
	Iteration 291Q: 3 clusters Score -1.874279e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 121638 members 
Entering Unmasked Estep 
Score: -18742798.000000 Penalty: 5857.743164
	Iteration 292Q: 3 clusters Score -1.87428e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 121683 members 
Entering Unmasked Estep 
Score: -18742760.000000 Penalty: 5857.743164
	Iteration 293Q: 3 clusters Score -1.874276e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 121716 members 
Entering Unmasked Estep 
Score: -18742742.000000 Penalty: 5857.743164
	Iteration 294Q: 3 clusters Score -1.874274e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 121744 members 
Entering Unmasked Estep 
Score: -18742732.000000 Penalty: 5857.743164
	Iteration 295Q: 3 clusters Score -1.874273e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 121777 members 
Entering Unmasked Estep 
Score: -18742748.000000 Penalty: 5857.743164
	Iteration 296Q: 3 clusters Score -1.874275e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 121808 members 
Entering Unmasked Estep 
Score: -18742750.000000 Penalty: 5857.743164
	Iteration 297Q: 3 clusters Score -1.874275e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 121836 members 
Entering Unmasked Estep 
Score: -18742738.000000 Penalty: 5857.743164
	Iteration 298Q: 3 clusters Score -1.874274e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 121859 members 
Entering Unmasked Estep 
Score: -18742736.000000 Penalty: 5857.743164
	Iteration 299Q: 3 clusters Score -1.874274e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 121883 members 
Entering Unmasked Estep 
Score: -18742746.000000 Penalty: 5857.743164
	Iteration 300F: 3 clusters Score -1.874275e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 121905 members 
Entering Unmasked Estep 
Score: -18742738.000000 Penalty: 5857.743164
	Iteration 301Q: 3 clusters Score -1.874274e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 121934 members 
Entering Unmasked Estep 
Score: -18742734.000000 Penalty: 5857.743164
	Iteration 302Q: 3 clusters Score -1.874273e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 121970 members 
Entering Unmasked Estep 
Score: -18742726.000000 Penalty: 5857.743164
	Iteration 303Q: 3 clusters Score -1.874273e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 122008 members 
Entering Unmasked Estep 
Score: -18742738.000000 Penalty: 5857.743164
	Iteration 304Q: 3 clusters Score -1.874274e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 122039 members 
Entering Unmasked Estep 
Score: -18742730.000000 Penalty: 5857.743164
	Iteration 305Q: 3 clusters Score -1.874273e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 122074 members 
Entering Unmasked Estep 
Score: -18742742.000000 Penalty: 5857.743164
	Iteration 306Q: 3 clusters Score -1.874274e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 122116 members 
Entering Unmasked Estep 
Score: -18742738.000000 Penalty: 5857.743164
	Iteration 307Q: 3 clusters Score -1.874274e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 122142 members 
Entering Unmasked Estep 
Score: -18742738.000000 Penalty: 5857.743164
	Iteration 308Q: 3 clusters Score -1.874274e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 122174 members 
Entering Unmasked Estep 
Score: -18742748.000000 Penalty: 5857.743164
	Iteration 309Q: 3 clusters Score -1.874275e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 122205 members 
Entering Unmasked Estep 
Score: -18742738.000000 Penalty: 5857.743164
	Iteration 310Q: 3 clusters Score -1.874274e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 122234 members 
Entering Unmasked Estep 
Score: -18742730.000000 Penalty: 5857.743164
	Iteration 311Q: 3 clusters Score -1.874273e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 122266 members 
Entering Unmasked Estep 
Score: -18742750.000000 Penalty: 5857.743164
	Iteration 312Q: 3 clusters Score -1.874275e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 122304 members 
Entering Unmasked Estep 
Score: -18742720.000000 Penalty: 5857.743164
	Iteration 313Q: 3 clusters Score -1.874272e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 122340 members 
Entering Unmasked Estep 
Score: -18742710.000000 Penalty: 5857.743164
	Iteration 314Q: 3 clusters Score -1.874271e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 122373 members 
Entering Unmasked Estep 
Score: -18742714.000000 Penalty: 5857.743164
	Iteration 315Q: 3 clusters Score -1.874271e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 122403 members 
Entering Unmasked Estep 
Score: -18742716.000000 Penalty: 5857.743164
	Iteration 316Q: 3 clusters Score -1.874272e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 122427 members 
Entering Unmasked Estep 
Score: -18742724.000000 Penalty: 5857.743164
	Iteration 317Q: 3 clusters Score -1.874272e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 122452 members 
Entering Unmasked Estep 
Score: -18742716.000000 Penalty: 5857.743164
	Iteration 318Q: 3 clusters Score -1.874272e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 122483 members 
Entering Unmasked Estep 
Score: -18742712.000000 Penalty: 5857.743164
	Iteration 319Q: 3 clusters Score -1.874271e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 122510 members 
Entering Unmasked Estep 
Score: -18742726.000000 Penalty: 5857.743164
	Iteration 320F: 3 clusters Score -1.874273e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 122534 members 
Entering Unmasked Estep 
Score: -18742718.000000 Penalty: 5857.743164
	Iteration 321Q: 3 clusters Score -1.874272e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 122559 members 
Entering Unmasked Estep 
Score: -18742724.000000 Penalty: 5857.743164
	Iteration 322Q: 3 clusters Score -1.874272e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 122585 members 
Entering Unmasked Estep 
Score: -18742700.000000 Penalty: 5857.743164
	Iteration 323Q: 3 clusters Score -1.87427e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 122604 members 
Entering Unmasked Estep 
Score: -18742710.000000 Penalty: 5857.743164
	Iteration 324Q: 3 clusters Score -1.874271e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 122638 members 
Entering Unmasked Estep 
Score: -18742722.000000 Penalty: 5857.743164
	Iteration 325Q: 3 clusters Score -1.874272e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 122659 members 
Entering Unmasked Estep 
Score: -18742754.000000 Penalty: 5857.743164
	Iteration 326Q: 3 clusters Score -1.874275e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 122683 members 
Entering Unmasked Estep 
Score: -18742760.000000 Penalty: 5857.743164
	Iteration 327Q: 3 clusters Score -1.874276e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 122709 members 
Entering Unmasked Estep 
Score: -18742736.000000 Penalty: 5857.743164
	Iteration 328Q: 3 clusters Score -1.874274e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 122731 members 
Entering Unmasked Estep 
Score: -18742744.000000 Penalty: 5857.743164
	Iteration 329Q: 3 clusters Score -1.874274e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 122751 members 
Entering Unmasked Estep 
Score: -18742722.000000 Penalty: 5857.743164
	Iteration 330Q: 3 clusters Score -1.874272e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 122773 members 
Entering Unmasked Estep 
Score: -18742730.000000 Penalty: 5857.743164
	Iteration 331Q: 3 clusters Score -1.874273e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 122791 members 
Entering Unmasked Estep 
Score: -18742712.000000 Penalty: 5857.743164
	Iteration 332Q: 3 clusters Score -1.874271e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 122806 members 
Entering Unmasked Estep 
Score: -18742724.000000 Penalty: 5857.743164
	Iteration 333Q: 3 clusters Score -1.874272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 122815 members 
Entering Unmasked Estep 
Score: -18742708.000000 Penalty: 5857.743164
	Iteration 334Q: 3 clusters Score -1.874271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 122824 members 
Entering Unmasked Estep 
Score: -18742716.000000 Penalty: 5857.743164
	Iteration 335Q: 3 clusters Score -1.874272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 122833 members 
Entering Unmasked Estep 
Score: -18742708.000000 Penalty: 5857.743164
	Iteration 336Q: 3 clusters Score -1.874271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 122839 members 
Entering Unmasked Estep 
Score: -18742716.000000 Penalty: 5857.743164
	Iteration 337Q: 3 clusters Score -1.874272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 122846 members 
Entering Unmasked Estep 
Score: -18742726.000000 Penalty: 5857.743164
	Iteration 338Q: 3 clusters Score -1.874273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 122852 members 
Entering Unmasked Estep 
Score: -18742720.000000 Penalty: 5857.743164
	Iteration 339Q: 3 clusters Score -1.874272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 122857 members 
Entering Unmasked Estep 
Score: -18742712.000000 Penalty: 5857.743164
	Iteration 340F: 3 clusters Score -1.874271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 122866 members 
Entering Unmasked Estep 
Score: -18742714.000000 Penalty: 5857.743164
	Iteration 341Q: 3 clusters Score -1.874271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 122870 members 
Entering Unmasked Estep 
Score: -18742742.000000 Penalty: 5857.743164
	Iteration 342Q: 3 clusters Score -1.874274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 122875 members 
Entering Unmasked Estep 
Score: -18742722.000000 Penalty: 5857.743164
	Iteration 343Q: 3 clusters Score -1.874272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 122880 members 
Entering Unmasked Estep 
Score: -18742742.000000 Penalty: 5857.743164
	Iteration 344Q: 3 clusters Score -1.874274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 122882 members 
Entering Unmasked Estep 
Score: -18742734.000000 Penalty: 5857.743164
	Iteration 345Q: 3 clusters Score -1.874273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 122881 members 
Entering Unmasked Estep 
Score: -18742742.000000 Penalty: 5857.743164
	Iteration 346Q: 3 clusters Score -1.874274e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 122881 members 
Entering Unmasked Estep 
Score: -18742742.000000 Penalty: 5857.743164
	Iteration 347F: 3 clusters Score -1.874274e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (45351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Entering Unmasked Estep 
Score: -6146061.500000 Penalty: 2659.102295
	Iteration 0F: 2 clusters Score -6146062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -6115474.500000 Penalty: 5318.204590
	Iteration 0F: 3 clusters Score -6115474 nChanged 20839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -6126890.500000 Penalty: 5318.204590
	Iteration 1F: 3 clusters Score -6126890 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -6127275.500000 Penalty: 5318.204590
	Iteration 2Q: 3 clusters Score -6127276 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -6127588.500000 Penalty: 5318.204590
	Iteration 3Q: 3 clusters Score -6127588 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -6127902.000000 Penalty: 5318.204590
	Iteration 4Q: 3 clusters Score -6127902 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -6128311.500000 Penalty: 5318.204590
	Iteration 5Q: 3 clusters Score -6128312 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -6128761.000000 Penalty: 5318.204590
	Iteration 6Q: 3 clusters Score -6128761 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -6129341.000000 Penalty: 5318.204590
	Iteration 7Q: 3 clusters Score -6129341 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -6130156.000000 Penalty: 5318.204590
	Iteration 8Q: 3 clusters Score -6130156 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -6131474.000000 Penalty: 5318.204590
	Iteration 9F: 3 clusters Score -6131474 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -6133477.000000 Penalty: 5318.204590
	Iteration 10F: 3 clusters Score -6133477 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -6136189.000000 Penalty: 5318.204590
	Iteration 11F: 3 clusters Score -6136189 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -6139182.500000 Penalty: 5318.204590
	Iteration 12F: 3 clusters Score -6139182 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -6141546.000000 Penalty: 5318.204590
	Iteration 13F: 3 clusters Score -6141546 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -6142765.000000 Penalty: 5318.204590
	Iteration 14Q: 3 clusters Score -6142765 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -6143257.000000 Penalty: 5318.204590
	Iteration 15Q: 3 clusters Score -6143257 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -6143492.000000 Penalty: 5318.204590
	Iteration 16Q: 3 clusters Score -6143492 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -6143612.000000 Penalty: 5318.204590
	Iteration 17Q: 3 clusters Score -6143612 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -6143669.500000 Penalty: 5318.204590
	Iteration 18Q: 3 clusters Score -6143670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -6143703.500000 Penalty: 5318.204590
	Iteration 19Q: 3 clusters Score -6143704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -6143732.000000 Penalty: 5318.204590
	Iteration 20F: 3 clusters Score -6143732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -6143741.000000 Penalty: 5318.204590
	Iteration 21Q: 3 clusters Score -6143741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -6143757.000000 Penalty: 5318.204590
	Iteration 22Q: 3 clusters Score -6143757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -6143763.500000 Penalty: 5318.204590
	Iteration 23Q: 3 clusters Score -6143764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -6143768.500000 Penalty: 5318.204590
	Iteration 24Q: 3 clusters Score -6143768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -6143769.500000 Penalty: 5318.204590
	Iteration 25Q: 3 clusters Score -6143770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -6143769.500000 Penalty: 5318.204590
	Iteration 26F: 3 clusters Score -6143770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -93831.609375 Penalty: 1643.425903
	Iteration 0F: 2 clusters Score -93831.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -92118.242188 Penalty: 3286.851807
	Iteration 0F: 3 clusters Score -92118.24 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -92403.710938 Penalty: 3286.851807
	Iteration 1F: 3 clusters Score -92403.71 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -92514.273438 Penalty: 3286.851807
	Iteration 2F: 3 clusters Score -92514.27 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -92617.726562 Penalty: 3286.851807
	Iteration 3F: 3 clusters Score -92617.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -92789.164062 Penalty: 3286.851807
	Iteration 4Q: 3 clusters Score -92789.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -92928.843750 Penalty: 3286.851807
	Iteration 5Q: 3 clusters Score -92928.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -93054.359375 Penalty: 3286.851807
	Iteration 6Q: 3 clusters Score -93054.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -93259.109375 Penalty: 3286.851807
	Iteration 7Q: 3 clusters Score -93259.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -93477.742188 Penalty: 3286.851807
	Iteration 8Q: 3 clusters Score -93477.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -93549.585938 Penalty: 3286.851807
	Iteration 9Q: 3 clusters Score -93549.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -93560.851562 Penalty: 3286.851807
	Iteration 10Q: 3 clusters Score -93560.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -93563.968750 Penalty: 3286.851807
	Iteration 11Q: 3 clusters Score -93563.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -93563.968750 Penalty: 3286.851807
	Iteration 12F: 3 clusters Score -93563.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Entering Unmasked Estep 
Score: -132407.578125 Penalty: 1722.611450
	Iteration 0F: 2 clusters Score -132407.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -130475.281250 Penalty: 3445.222900
	Iteration 0F: 3 clusters Score -130475.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -130917.390625 Penalty: 3445.222900
	Iteration 1F: 3 clusters Score -130917.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -131191.109375 Penalty: 3445.222900
	Iteration 2F: 3 clusters Score -131191.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -131570.515625 Penalty: 3445.222900
	Iteration 3F: 3 clusters Score -131570.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -131914.500000 Penalty: 3445.222900
	Iteration 4F: 3 clusters Score -131914.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -132073.375000 Penalty: 3445.222900
	Iteration 5F: 3 clusters Score -132073.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -132181.765625 Penalty: 3445.222900
	Iteration 6Q: 3 clusters Score -132181.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -132224.500000 Penalty: 3445.222900
	Iteration 7Q: 3 clusters Score -132224.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -132261.953125 Penalty: 3445.222900
	Iteration 8Q: 3 clusters Score -132262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -132277.890625 Penalty: 3445.222900
	Iteration 9Q: 3 clusters Score -132277.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -132294.812500 Penalty: 3445.222900
	Iteration 10Q: 3 clusters Score -132294.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -132303.625000 Penalty: 3445.222900
	Iteration 11Q: 3 clusters Score -132303.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -132306.140625 Penalty: 3445.222900
	Iteration 12Q: 3 clusters Score -132306.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -132311.062500 Penalty: 3445.222900
	Iteration 13Q: 3 clusters Score -132311.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -132312.890625 Penalty: 3445.222900
	Iteration 14Q: 3 clusters Score -132312.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -132314.234375 Penalty: 3445.222900
	Iteration 15Q: 3 clusters Score -132314.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -132316.265625 Penalty: 3445.222900
	Iteration 16Q: 3 clusters Score -132316.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -132317.281250 Penalty: 3445.222900
	Iteration 17Q: 3 clusters Score -132317.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -132317.281250 Penalty: 3445.222900
	Iteration 18F: 3 clusters Score -132317.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55654 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23316 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200982 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7244 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11070 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9084 members 
Mstep: Class 16 contains 24722 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136597 members 
Mstep: Class 19 contains 149399 members 
Mstep: Class 20 contains 30358 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36282 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 46731 members 
Mstep: Class 25 contains 134587 members 
Mstep: Class 26 contains 45351 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943872.000000 Penalty: 96296.875000
Iteration 239Q: 29 clusters Score -1.429439e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55654 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23317 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200980 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7242 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11069 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9093 members 
Mstep: Class 16 contains 24722 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136597 members 
Mstep: Class 19 contains 149400 members 
Mstep: Class 20 contains 30357 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36281 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 46731 members 
Mstep: Class 25 contains 134584 members 
Mstep: Class 26 contains 45351 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943840.000000 Penalty: 96296.875000
Iteration 240F: 29 clusters Score -1.429438e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55653 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23317 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200981 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7244 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11068 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 9098 members 
Mstep: Class 16 contains 24722 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136596 members 
Mstep: Class 19 contains 149400 members 
Mstep: Class 20 contains 30357 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36281 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 46731 members 
Mstep: Class 25 contains 134581 members 
Mstep: Class 26 contains 45351 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943888.000000 Penalty: 96296.875000
Iteration 241Q: 29 clusters Score -1.429439e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55653 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23318 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200979 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 7246 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11067 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9101 members 
Mstep: Class 16 contains 24722 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136595 members 
Mstep: Class 19 contains 149405 members 
Mstep: Class 20 contains 30357 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36281 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 46731 members 
Mstep: Class 25 contains 134576 members 
Mstep: Class 26 contains 45351 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943792.000000 Penalty: 96296.875000
Iteration 242Q: 29 clusters Score -1.429438e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55653 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23317 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200976 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7562 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11066 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9104 members 
Mstep: Class 16 contains 24722 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136597 members 
Mstep: Class 19 contains 149409 members 
Mstep: Class 20 contains 30359 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36281 members 
Mstep: Class 23 contains 18007 members 
Mstep: Class 24 contains 46731 members 
Mstep: Class 25 contains 134572 members 
Mstep: Class 26 contains 45349 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943856.000000 Penalty: 96296.875000
Iteration 243Q: 29 clusters Score -1.429439e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55653 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23316 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49787 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200971 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11065 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9107 members 
Mstep: Class 16 contains 24722 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136602 members 
Mstep: Class 19 contains 149413 members 
Mstep: Class 20 contains 30362 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36281 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 46731 members 
Mstep: Class 25 contains 134567 members 
Mstep: Class 26 contains 45346 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943840.000000 Penalty: 96296.875000
Iteration 244Q: 29 clusters Score -1.429438e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55651 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23314 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49787 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200970 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11065 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9110 members 
Mstep: Class 16 contains 24721 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136607 members 
Mstep: Class 19 contains 149411 members 
Mstep: Class 20 contains 30364 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36280 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 46731 members 
Mstep: Class 25 contains 134568 members 
Mstep: Class 26 contains 45344 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943840.000000 Penalty: 96296.875000
Iteration 245Q: 29 clusters Score -1.429438e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23313 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200971 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11062 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9111 members 
Mstep: Class 16 contains 24721 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136606 members 
Mstep: Class 19 contains 149416 members 
Mstep: Class 20 contains 30364 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36278 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 46731 members 
Mstep: Class 25 contains 134567 members 
Mstep: Class 26 contains 45343 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943840.000000 Penalty: 96296.875000
Iteration 246Q: 29 clusters Score -1.429438e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55650 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23313 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200975 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11060 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9112 members 
Mstep: Class 16 contains 24721 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136612 members 
Mstep: Class 19 contains 149419 members 
Mstep: Class 20 contains 30363 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36277 members 
Mstep: Class 23 contains 18007 members 
Mstep: Class 24 contains 46730 members 
Mstep: Class 25 contains 134565 members 
Mstep: Class 26 contains 45339 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943840.000000 Penalty: 96296.875000
Iteration 247Q: 29 clusters Score -1.429438e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55651 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23313 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49787 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200977 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11060 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9110 members 
Mstep: Class 16 contains 24720 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136615 members 
Mstep: Class 19 contains 149421 members 
Mstep: Class 20 contains 30364 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36277 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 46728 members 
Mstep: Class 25 contains 134563 members 
Mstep: Class 26 contains 45337 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943856.000000 Penalty: 96296.875000
Iteration 248Q: 29 clusters Score -1.429439e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55651 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23313 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49786 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200977 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11059 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9110 members 
Mstep: Class 16 contains 24720 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136618 members 
Mstep: Class 19 contains 149421 members 
Mstep: Class 20 contains 30364 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36277 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 46728 members 
Mstep: Class 25 contains 134564 members 
Mstep: Class 26 contains 45335 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943872.000000 Penalty: 96296.875000
Iteration 249Q: 29 clusters Score -1.429439e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55650 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23314 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49785 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200976 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11059 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9110 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136620 members 
Mstep: Class 19 contains 149421 members 
Mstep: Class 20 contains 30365 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36278 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 46729 members 
Mstep: Class 25 contains 134563 members 
Mstep: Class 26 contains 45334 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943824.000000 Penalty: 96296.875000
Iteration 250Q: 29 clusters Score -1.429438e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55649 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23314 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49783 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200974 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11059 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9111 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136626 members 
Mstep: Class 19 contains 149422 members 
Mstep: Class 20 contains 30368 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36279 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 46728 members 
Mstep: Class 25 contains 134558 members 
Mstep: Class 26 contains 45332 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943776.000000 Penalty: 96296.875000
Iteration 251Q: 29 clusters Score -1.429438e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55647 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23313 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49781 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200974 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11058 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9112 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136630 members 
Mstep: Class 19 contains 149424 members 
Mstep: Class 20 contains 30370 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36280 members 
Mstep: Class 23 contains 18011 members 
Mstep: Class 24 contains 46728 members 
Mstep: Class 25 contains 134553 members 
Mstep: Class 26 contains 45331 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943792.000000 Penalty: 96296.875000
Iteration 252Q: 29 clusters Score -1.429438e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23314 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49781 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200969 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11058 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9112 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136633 members 
Mstep: Class 19 contains 149425 members 
Mstep: Class 20 contains 30371 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36281 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46728 members 
Mstep: Class 25 contains 134553 members 
Mstep: Class 26 contains 45329 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943760.000000 Penalty: 96296.875000
Iteration 253Q: 29 clusters Score -1.429438e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55649 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23314 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49781 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200962 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11058 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9112 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136637 members 
Mstep: Class 19 contains 149427 members 
Mstep: Class 20 contains 30371 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36282 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46727 members 
Mstep: Class 25 contains 134553 members 
Mstep: Class 26 contains 45329 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943776.000000 Penalty: 96296.875000
Iteration 254Q: 29 clusters Score -1.429438e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55649 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23315 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49781 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200961 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11057 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9112 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136642 members 
Mstep: Class 19 contains 149428 members 
Mstep: Class 20 contains 30372 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36282 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 46727 members 
Mstep: Class 25 contains 134549 members 
Mstep: Class 26 contains 45328 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943712.000000 Penalty: 96296.875000
Iteration 255Q: 29 clusters Score -1.429437e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55649 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23316 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49781 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200964 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11055 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9112 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136642 members 
Mstep: Class 19 contains 149432 members 
Mstep: Class 20 contains 30373 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36280 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 46728 members 
Mstep: Class 25 contains 134544 members 
Mstep: Class 26 contains 45327 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943664.000000 Penalty: 96296.875000
Iteration 256Q: 29 clusters Score -1.429437e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55649 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23317 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49781 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200962 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11055 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9112 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136643 members 
Mstep: Class 19 contains 149436 members 
Mstep: Class 20 contains 30374 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36279 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 46728 members 
Mstep: Class 25 contains 134541 members 
Mstep: Class 26 contains 45326 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943632.000000 Penalty: 96296.875000
Iteration 257Q: 29 clusters Score -1.429436e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23317 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49781 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200965 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11053 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9112 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136642 members 
Mstep: Class 19 contains 149440 members 
Mstep: Class 20 contains 30375 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36278 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 46728 members 
Mstep: Class 25 contains 134537 members 
Mstep: Class 26 contains 45326 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943664.000000 Penalty: 96296.875000
Iteration 258Q: 29 clusters Score -1.429437e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23317 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49782 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200964 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11052 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9112 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136640 members 
Mstep: Class 19 contains 149443 members 
Mstep: Class 20 contains 30377 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36278 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 46728 members 
Mstep: Class 25 contains 134537 members 
Mstep: Class 26 contains 45326 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943696.000000 Penalty: 96296.875000
Iteration 259Q: 29 clusters Score -1.429437e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55650 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23317 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49784 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200960 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11051 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9112 members 
Mstep: Class 16 contains 24718 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136641 members 
Mstep: Class 19 contains 149443 members 
Mstep: Class 20 contains 30377 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36278 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 46729 members 
Mstep: Class 25 contains 134536 members 
Mstep: Class 26 contains 45324 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943728.000000 Penalty: 96296.875000
Iteration 260F: 29 clusters Score -1.429437e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55649 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23317 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49784 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200960 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11050 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9112 members 
Mstep: Class 16 contains 24718 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136642 members 
Mstep: Class 19 contains 149442 members 
Mstep: Class 20 contains 30378 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36277 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 46730 members 
Mstep: Class 25 contains 134539 members 
Mstep: Class 26 contains 45322 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943712.000000 Penalty: 96296.875000
Iteration 261Q: 29 clusters Score -1.429437e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55650 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23317 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49786 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200958 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11050 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9112 members 
Mstep: Class 16 contains 24718 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136636 members 
Mstep: Class 19 contains 149445 members 
Mstep: Class 20 contains 30379 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36278 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 46730 members 
Mstep: Class 25 contains 134541 members 
Mstep: Class 26 contains 45320 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943600.000000 Penalty: 96296.875000
Iteration 262Q: 29 clusters Score -1.429436e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23315 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49787 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200959 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11050 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9112 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136634 members 
Mstep: Class 19 contains 149449 members 
Mstep: Class 20 contains 30382 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36278 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 46730 members 
Mstep: Class 25 contains 134538 members 
Mstep: Class 26 contains 45320 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943568.000000 Penalty: 96296.875000
Iteration 263Q: 29 clusters Score -1.429436e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23314 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200957 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11049 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9112 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136627 members 
Mstep: Class 19 contains 149457 members 
Mstep: Class 20 contains 30384 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36278 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 46730 members 
Mstep: Class 25 contains 134540 members 
Mstep: Class 26 contains 45320 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943632.000000 Penalty: 96296.875000
Iteration 264Q: 29 clusters Score -1.429436e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55645 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23313 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49790 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200955 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11047 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9112 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136621 members 
Mstep: Class 19 contains 149463 members 
Mstep: Class 20 contains 30386 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36278 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 46728 members 
Mstep: Class 25 contains 134543 members 
Mstep: Class 26 contains 45321 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943712.000000 Penalty: 96296.875000
Iteration 265Q: 29 clusters Score -1.429437e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55641 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23312 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49790 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200956 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11045 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136624 members 
Mstep: Class 19 contains 149468 members 
Mstep: Class 20 contains 30387 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36279 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46727 members 
Mstep: Class 25 contains 134538 members 
Mstep: Class 26 contains 45321 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943664.000000 Penalty: 96296.875000
Iteration 266Q: 29 clusters Score -1.429437e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55641 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49789 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200955 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11044 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136623 members 
Mstep: Class 19 contains 149473 members 
Mstep: Class 20 contains 30387 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36278 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46726 members 
Mstep: Class 25 contains 134540 members 
Mstep: Class 26 contains 45321 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943680.000000 Penalty: 96296.875000
Iteration 267Q: 29 clusters Score -1.429437e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55641 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200953 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11044 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136620 members 
Mstep: Class 19 contains 149479 members 
Mstep: Class 20 contains 30386 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36277 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46726 members 
Mstep: Class 25 contains 134543 members 
Mstep: Class 26 contains 45321 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943600.000000 Penalty: 96296.875000
Iteration 268Q: 29 clusters Score -1.429436e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55641 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200950 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11043 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136618 members 
Mstep: Class 19 contains 149485 members 
Mstep: Class 20 contains 30387 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36275 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46727 members 
Mstep: Class 25 contains 134543 members 
Mstep: Class 26 contains 45321 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943568.000000 Penalty: 96296.875000
Iteration 269Q: 29 clusters Score -1.429436e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55640 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200948 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11043 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136614 members 
Mstep: Class 19 contains 149491 members 
Mstep: Class 20 contains 30387 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36274 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46727 members 
Mstep: Class 25 contains 134545 members 
Mstep: Class 26 contains 45321 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943536.000000 Penalty: 96296.875000
Iteration 270Q: 29 clusters Score -1.429435e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55636 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200949 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11042 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136612 members 
Mstep: Class 19 contains 149498 members 
Mstep: Class 20 contains 30387 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36274 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46727 members 
Mstep: Class 25 contains 134544 members 
Mstep: Class 26 contains 45321 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943568.000000 Penalty: 96296.875000
Iteration 271Q: 29 clusters Score -1.429436e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55633 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200952 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11040 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136611 members 
Mstep: Class 19 contains 149499 members 
Mstep: Class 20 contains 30387 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36273 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46728 members 
Mstep: Class 25 contains 134546 members 
Mstep: Class 26 contains 45321 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943600.000000 Penalty: 96296.875000
Iteration 272Q: 29 clusters Score -1.429436e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55630 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200947 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11039 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136613 members 
Mstep: Class 19 contains 149503 members 
Mstep: Class 20 contains 30387 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36273 members 
Mstep: Class 23 contains 18011 members 
Mstep: Class 24 contains 46729 members 
Mstep: Class 25 contains 134547 members 
Mstep: Class 26 contains 45321 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943568.000000 Penalty: 96296.875000
Iteration 273Q: 29 clusters Score -1.429436e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55629 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200945 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11039 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136615 members 
Mstep: Class 19 contains 149505 members 
Mstep: Class 20 contains 30388 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36273 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46729 members 
Mstep: Class 25 contains 134547 members 
Mstep: Class 26 contains 45320 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943552.000000 Penalty: 96296.875000
Iteration 274Q: 29 clusters Score -1.429436e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200943 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11039 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136617 members 
Mstep: Class 19 contains 149505 members 
Mstep: Class 20 contains 30388 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36273 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46729 members 
Mstep: Class 25 contains 134549 members 
Mstep: Class 26 contains 45319 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943520.000000 Penalty: 96296.875000
Iteration 275Q: 29 clusters Score -1.429435e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200944 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11039 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136618 members 
Mstep: Class 19 contains 149503 members 
Mstep: Class 20 contains 30388 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36273 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46729 members 
Mstep: Class 25 contains 134551 members 
Mstep: Class 26 contains 45317 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943520.000000 Penalty: 96296.875000
Iteration 276Q: 29 clusters Score -1.429435e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200941 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11039 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136620 members 
Mstep: Class 19 contains 149503 members 
Mstep: Class 20 contains 30388 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36273 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46729 members 
Mstep: Class 25 contains 134552 members 
Mstep: Class 26 contains 45317 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943520.000000 Penalty: 96296.875000
Iteration 277Q: 29 clusters Score -1.429435e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200942 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11039 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136621 members 
Mstep: Class 19 contains 149501 members 
Mstep: Class 20 contains 30388 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36273 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46729 members 
Mstep: Class 25 contains 134552 members 
Mstep: Class 26 contains 45317 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943504.000000 Penalty: 96296.875000
Iteration 278Q: 29 clusters Score -1.429435e+08 nChanged 1
Entering ConstructFrom: 
Score: -142943504.000000 Penalty: 96296.875000
Entering ConstructFrom: 
Trying to split cluster 1 (55628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55628 members 
Entering Unmasked Estep 
Score: -7810217.500000 Penalty: 2709.757568
	Iteration 0F: 2 clusters Score -7810218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -7772667.000000 Penalty: 5419.515137
	Iteration 0F: 3 clusters Score -7772667 nChanged 25875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -7787319.000000 Penalty: 5419.515137
	Iteration 1F: 3 clusters Score -7787319 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -7787960.500000 Penalty: 5419.515137
	Iteration 2Q: 3 clusters Score -7787960 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -7788577.500000 Penalty: 5419.515137
	Iteration 3Q: 3 clusters Score -7788578 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -7789242.500000 Penalty: 5419.515137
	Iteration 4Q: 3 clusters Score -7789242 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -7790164.000000 Penalty: 5419.515137
	Iteration 5Q: 3 clusters Score -7790164 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -7791299.000000 Penalty: 5419.515137
	Iteration 6Q: 3 clusters Score -7791299 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -7792753.500000 Penalty: 5419.515137
	Iteration 7F: 3 clusters Score -7792754 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -7794739.500000 Penalty: 5419.515137
	Iteration 8F: 3 clusters Score -7794740 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -7797292.000000 Penalty: 5419.515137
	Iteration 9F: 3 clusters Score -7797292 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -7799978.000000 Penalty: 5419.515137
	Iteration 10F: 3 clusters Score -7799978 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -7802746.000000 Penalty: 5419.515137
	Iteration 11F: 3 clusters Score -7802746 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52137 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -7804999.500000 Penalty: 5419.515137
	Iteration 12Q: 3 clusters Score -7805000 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -7806371.500000 Penalty: 5419.515137
	Iteration 13Q: 3 clusters Score -7806372 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54652 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7807131.500000 Penalty: 5419.515137
	Iteration 14Q: 3 clusters Score -7807132 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7807484.000000 Penalty: 5419.515137
	Iteration 15Q: 3 clusters Score -7807484 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55178 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7807628.000000 Penalty: 5419.515137
	Iteration 16Q: 3 clusters Score -7807628 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55248 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7807708.500000 Penalty: 5419.515137
	Iteration 17Q: 3 clusters Score -7807708 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7807757.000000 Penalty: 5419.515137
	Iteration 18Q: 3 clusters Score -7807757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7807787.500000 Penalty: 5419.515137
	Iteration 19Q: 3 clusters Score -7807788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7807817.000000 Penalty: 5419.515137
	Iteration 20F: 3 clusters Score -7807817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7807832.500000 Penalty: 5419.515137
	Iteration 21Q: 3 clusters Score -7807832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7807841.000000 Penalty: 5419.515137
	Iteration 22Q: 3 clusters Score -7807841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55323 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7807844.000000 Penalty: 5419.515137
	Iteration 23Q: 3 clusters Score -7807844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7807846.000000 Penalty: 5419.515137
	Iteration 24Q: 3 clusters Score -7807846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7807853.000000 Penalty: 5419.515137
	Iteration 25Q: 3 clusters Score -7807853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7807852.000000 Penalty: 5419.515137
	Iteration 26Q: 3 clusters Score -7807852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55337 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7807866.000000 Penalty: 5419.515137
	Iteration 27Q: 3 clusters Score -7807866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7807873.500000 Penalty: 5419.515137
	Iteration 28Q: 3 clusters Score -7807874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7807877.000000 Penalty: 5419.515137
	Iteration 29Q: 3 clusters Score -7807877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55343 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7807880.000000 Penalty: 5419.515137
	Iteration 30Q: 3 clusters Score -7807880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55344 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7807885.500000 Penalty: 5419.515137
	Iteration 31Q: 3 clusters Score -7807886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55344 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7807885.500000 Penalty: 5419.515137
	Iteration 32F: 3 clusters Score -7807886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Entering Unmasked Estep 
Score: -823682.187500 Penalty: 2161.944580
	Iteration 0F: 2 clusters Score -823682.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -818415.687500 Penalty: 4323.889160
	Iteration 0F: 3 clusters Score -818415.7 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -819809.125000 Penalty: 4323.889160
	Iteration 1F: 3 clusters Score -819809.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -820137.687500 Penalty: 4323.889160
	Iteration 2F: 3 clusters Score -820137.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -820356.875000 Penalty: 4323.889160
	Iteration 3F: 3 clusters Score -820356.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -820518.500000 Penalty: 4323.889160
	Iteration 4Q: 3 clusters Score -820518.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -820632.250000 Penalty: 4323.889160
	Iteration 5Q: 3 clusters Score -820632.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -820720.125000 Penalty: 4323.889160
	Iteration 6Q: 3 clusters Score -820720.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -820799.062500 Penalty: 4323.889160
	Iteration 7Q: 3 clusters Score -820799.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -820910.250000 Penalty: 4323.889160
	Iteration 8Q: 3 clusters Score -820910.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -821018.875000 Penalty: 4323.889160
	Iteration 9Q: 3 clusters Score -821018.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -821149.500000 Penalty: 4323.889160
	Iteration 10Q: 3 clusters Score -821149.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -821319.937500 Penalty: 4323.889160
	Iteration 11Q: 3 clusters Score -821319.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -821513.875000 Penalty: 4323.889160
	Iteration 12Q: 3 clusters Score -821513.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -821667.875000 Penalty: 4323.889160
	Iteration 13Q: 3 clusters Score -821667.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -821828.562500 Penalty: 4323.889160
	Iteration 14Q: 3 clusters Score -821828.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -821971.750000 Penalty: 4323.889160
	Iteration 15Q: 3 clusters Score -821971.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -822081.875000 Penalty: 4323.889160
	Iteration 16Q: 3 clusters Score -822081.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -822210.687500 Penalty: 4323.889160
	Iteration 17Q: 3 clusters Score -822210.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -822370.812500 Penalty: 4323.889160
	Iteration 18Q: 3 clusters Score -822370.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -822564.687500 Penalty: 4323.889160
	Iteration 19Q: 3 clusters Score -822564.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -822782.687500 Penalty: 4323.889160
	Iteration 20F: 3 clusters Score -822782.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -823024.500000 Penalty: 4323.889160
	Iteration 21Q: 3 clusters Score -823024.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -823252.250000 Penalty: 4323.889160
	Iteration 22Q: 3 clusters Score -823252.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -823495.500000 Penalty: 4323.889160
	Iteration 23Q: 3 clusters Score -823495.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -823741.187500 Penalty: 4323.889160
	Iteration 24Q: 3 clusters Score -823741.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -823916.875000 Penalty: 4323.889160
	Iteration 25Q: 3 clusters Score -823916.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -824021.250000 Penalty: 4323.889160
	Iteration 26Q: 3 clusters Score -824021.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -824077.312500 Penalty: 4323.889160
	Iteration 27Q: 3 clusters Score -824077.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -824114.562500 Penalty: 4323.889160
	Iteration 28Q: 3 clusters Score -824114.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -824152.375000 Penalty: 4323.889160
	Iteration 29Q: 3 clusters Score -824152.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -824197.500000 Penalty: 4323.889160
	Iteration 30Q: 3 clusters Score -824197.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -824244.000000 Penalty: 4323.889160
	Iteration 31Q: 3 clusters Score -824244 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -824283.312500 Penalty: 4323.889160
	Iteration 32Q: 3 clusters Score -824283.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -824317.750000 Penalty: 4323.889160
	Iteration 33Q: 3 clusters Score -824317.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -824334.312500 Penalty: 4323.889160
	Iteration 34Q: 3 clusters Score -824334.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -824356.375000 Penalty: 4323.889160
	Iteration 35Q: 3 clusters Score -824356.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -824368.312500 Penalty: 4323.889160
	Iteration 36Q: 3 clusters Score -824368.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -824374.687500 Penalty: 4323.889160
	Iteration 37Q: 3 clusters Score -824374.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -824382.000000 Penalty: 4323.889160
	Iteration 38Q: 3 clusters Score -824382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -824381.437500 Penalty: 4323.889160
	Iteration 39Q: 3 clusters Score -824381.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -824382.812500 Penalty: 4323.889160
	Iteration 40F: 3 clusters Score -824382.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -824386.000000 Penalty: 4323.889160
	Iteration 41Q: 3 clusters Score -824386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -824387.625000 Penalty: 4323.889160
	Iteration 42Q: 3 clusters Score -824387.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -824387.312500 Penalty: 4323.889160
	Iteration 43Q: 3 clusters Score -824387.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -824387.312500 Penalty: 4323.889160
	Iteration 44F: 3 clusters Score -824387.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 2112 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200943 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11039 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136621 members 
Mstep: Class 19 contains 149500 members 
Mstep: Class 20 contains 30388 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36273 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46729 members 
Mstep: Class 25 contains 134552 members 
Mstep: Class 26 contains 45317 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Mstep: Class 29 contains 3997 members 
Entering Unmasked Estep 
Score: -142942720.000000 Penalty: 99736.046875
Splitting cluster 2 changes total score from -142943504.000000 to -142942720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (23311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Entering Unmasked Estep 
Score: -3033732.750000 Penalty: 2494.056885
	Iteration 0F: 2 clusters Score -3033733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -3017560.000000 Penalty: 4988.113770
	Iteration 0F: 3 clusters Score -3017560 nChanged 10364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -3023269.500000 Penalty: 4988.113770
	Iteration 1F: 3 clusters Score -3023270 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -3023869.250000 Penalty: 4988.113770
	Iteration 2F: 3 clusters Score -3023869 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -3024478.250000 Penalty: 4988.113770
	Iteration 3F: 3 clusters Score -3024478 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -3025062.500000 Penalty: 4988.113770
	Iteration 4F: 3 clusters Score -3025062 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3025695.500000 Penalty: 4988.113770
	Iteration 5F: 3 clusters Score -3025696 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -3026501.500000 Penalty: 4988.113770
	Iteration 6F: 3 clusters Score -3026502 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -3027436.000000 Penalty: 4988.113770
	Iteration 7F: 3 clusters Score -3027436 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -3028517.500000 Penalty: 4988.113770
	Iteration 8F: 3 clusters Score -3028518 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -3029718.000000 Penalty: 4988.113770
	Iteration 9F: 3 clusters Score -3029718 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -3030784.250000 Penalty: 4988.113770
	Iteration 10Q: 3 clusters Score -3030784 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -3031570.500000 Penalty: 4988.113770
	Iteration 11Q: 3 clusters Score -3031570 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -3032060.500000 Penalty: 4988.113770
	Iteration 12Q: 3 clusters Score -3032060 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -3032355.250000 Penalty: 4988.113770
	Iteration 13Q: 3 clusters Score -3032355 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -3032512.000000 Penalty: 4988.113770
	Iteration 14Q: 3 clusters Score -3032512 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -3032594.250000 Penalty: 4988.113770
	Iteration 15Q: 3 clusters Score -3032594 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -3032657.250000 Penalty: 4988.113770
	Iteration 16Q: 3 clusters Score -3032657 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -3032690.750000 Penalty: 4988.113770
	Iteration 17Q: 3 clusters Score -3032691 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -3032727.750000 Penalty: 4988.113770
	Iteration 18Q: 3 clusters Score -3032728 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -3032766.000000 Penalty: 4988.113770
	Iteration 19Q: 3 clusters Score -3032766 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -3032797.000000 Penalty: 4988.113770
	Iteration 20F: 3 clusters Score -3032797 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -3032833.250000 Penalty: 4988.113770
	Iteration 21Q: 3 clusters Score -3032833 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -3032869.250000 Penalty: 4988.113770
	Iteration 22Q: 3 clusters Score -3032869 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -3032951.500000 Penalty: 4988.113770
	Iteration 23Q: 3 clusters Score -3032952 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3033045.000000 Penalty: 4988.113770
	Iteration 24Q: 3 clusters Score -3033045 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -3033083.750000 Penalty: 4988.113770
	Iteration 25Q: 3 clusters Score -3033084 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -3033095.750000 Penalty: 4988.113770
	Iteration 26Q: 3 clusters Score -3033096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -3033114.750000 Penalty: 4988.113770
	Iteration 27Q: 3 clusters Score -3033115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -3033128.250000 Penalty: 4988.113770
	Iteration 28Q: 3 clusters Score -3033128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -3033136.750000 Penalty: 4988.113770
	Iteration 29Q: 3 clusters Score -3033137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -3033148.750000 Penalty: 4988.113770
	Iteration 30Q: 3 clusters Score -3033149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -3033151.250000 Penalty: 4988.113770
	Iteration 31Q: 3 clusters Score -3033151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -3033158.500000 Penalty: 4988.113770
	Iteration 32Q: 3 clusters Score -3033158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -3033160.250000 Penalty: 4988.113770
	Iteration 33Q: 3 clusters Score -3033160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -3033167.500000 Penalty: 4988.113770
	Iteration 34Q: 3 clusters Score -3033168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -3033171.250000 Penalty: 4988.113770
	Iteration 35Q: 3 clusters Score -3033171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -3033174.750000 Penalty: 4988.113770
	Iteration 36Q: 3 clusters Score -3033175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -3033171.000000 Penalty: 4988.113770
	Iteration 37Q: 3 clusters Score -3033171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -3033174.000000 Penalty: 4988.113770
	Iteration 38Q: 3 clusters Score -3033174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -3033173.250000 Penalty: 4988.113770
	Iteration 39Q: 3 clusters Score -3033173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -3033173.250000 Penalty: 4988.113770
	Iteration 40F: 3 clusters Score -3033173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Entering Unmasked Estep 
Score: -1967774.625000 Penalty: 2374.595947
	Iteration 0F: 2 clusters Score -1967775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1957388.000000 Penalty: 4749.191895
	Iteration 0F: 3 clusters Score -1957388 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1960868.000000 Penalty: 4749.191895
	Iteration 1F: 3 clusters Score -1960868 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1961316.375000 Penalty: 4749.191895
	Iteration 2F: 3 clusters Score -1961316 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1961725.375000 Penalty: 4749.191895
	Iteration 3F: 3 clusters Score -1961725 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1962169.375000 Penalty: 4749.191895
	Iteration 4F: 3 clusters Score -1962169 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1962624.500000 Penalty: 4749.191895
	Iteration 5F: 3 clusters Score -1962624 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1963160.000000 Penalty: 4749.191895
	Iteration 6F: 3 clusters Score -1963160 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1963806.000000 Penalty: 4749.191895
	Iteration 7F: 3 clusters Score -1963806 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1964365.625000 Penalty: 4749.191895
	Iteration 8F: 3 clusters Score -1964366 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1964757.375000 Penalty: 4749.191895
	Iteration 9Q: 3 clusters Score -1964757 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1965017.375000 Penalty: 4749.191895
	Iteration 10Q: 3 clusters Score -1965017 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1965203.750000 Penalty: 4749.191895
	Iteration 11Q: 3 clusters Score -1965204 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1965358.875000 Penalty: 4749.191895
	Iteration 12Q: 3 clusters Score -1965359 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1965448.125000 Penalty: 4749.191895
	Iteration 13Q: 3 clusters Score -1965448 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1965526.500000 Penalty: 4749.191895
	Iteration 14Q: 3 clusters Score -1965526 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1965590.375000 Penalty: 4749.191895
	Iteration 15Q: 3 clusters Score -1965590 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1965632.750000 Penalty: 4749.191895
	Iteration 16Q: 3 clusters Score -1965633 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1965685.250000 Penalty: 4749.191895
	Iteration 17Q: 3 clusters Score -1965685 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1965732.875000 Penalty: 4749.191895
	Iteration 18Q: 3 clusters Score -1965733 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1965793.500000 Penalty: 4749.191895
	Iteration 19Q: 3 clusters Score -1965794 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1965853.250000 Penalty: 4749.191895
	Iteration 20F: 3 clusters Score -1965853 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1965907.125000 Penalty: 4749.191895
	Iteration 21Q: 3 clusters Score -1965907 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1965968.125000 Penalty: 4749.191895
	Iteration 22Q: 3 clusters Score -1965968 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1966018.625000 Penalty: 4749.191895
	Iteration 23Q: 3 clusters Score -1966019 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1966074.375000 Penalty: 4749.191895
	Iteration 24Q: 3 clusters Score -1966074 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1966127.000000 Penalty: 4749.191895
	Iteration 25Q: 3 clusters Score -1966127 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1966200.875000 Penalty: 4749.191895
	Iteration 26Q: 3 clusters Score -1966201 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1966280.625000 Penalty: 4749.191895
	Iteration 27Q: 3 clusters Score -1966281 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1966365.500000 Penalty: 4749.191895
	Iteration 28Q: 3 clusters Score -1966366 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1966447.750000 Penalty: 4749.191895
	Iteration 29Q: 3 clusters Score -1966448 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1966541.375000 Penalty: 4749.191895
	Iteration 30Q: 3 clusters Score -1966541 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1966635.750000 Penalty: 4749.191895
	Iteration 31Q: 3 clusters Score -1966636 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1966728.875000 Penalty: 4749.191895
	Iteration 32Q: 3 clusters Score -1966729 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1966807.500000 Penalty: 4749.191895
	Iteration 33Q: 3 clusters Score -1966808 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1966876.000000 Penalty: 4749.191895
	Iteration 34Q: 3 clusters Score -1966876 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1966928.125000 Penalty: 4749.191895
	Iteration 35Q: 3 clusters Score -1966928 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1966961.000000 Penalty: 4749.191895
	Iteration 36Q: 3 clusters Score -1966961 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1966994.625000 Penalty: 4749.191895
	Iteration 37Q: 3 clusters Score -1966995 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1967034.500000 Penalty: 4749.191895
	Iteration 38Q: 3 clusters Score -1967034 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1967056.125000 Penalty: 4749.191895
	Iteration 39Q: 3 clusters Score -1967056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1967074.500000 Penalty: 4749.191895
	Iteration 40F: 3 clusters Score -1967074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1967092.250000 Penalty: 4749.191895
	Iteration 41Q: 3 clusters Score -1967092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1967106.125000 Penalty: 4749.191895
	Iteration 42Q: 3 clusters Score -1967106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1967115.875000 Penalty: 4749.191895
	Iteration 43Q: 3 clusters Score -1967116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1967124.250000 Penalty: 4749.191895
	Iteration 44Q: 3 clusters Score -1967124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1967124.000000 Penalty: 4749.191895
	Iteration 45Q: 3 clusters Score -1967124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1967131.125000 Penalty: 4749.191895
	Iteration 46Q: 3 clusters Score -1967131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1967141.000000 Penalty: 4749.191895
	Iteration 47Q: 3 clusters Score -1967141 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1967148.750000 Penalty: 4749.191895
	Iteration 48Q: 3 clusters Score -1967149 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1967155.500000 Penalty: 4749.191895
	Iteration 49Q: 3 clusters Score -1967156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1967166.500000 Penalty: 4749.191895
	Iteration 50Q: 3 clusters Score -1967166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1967179.125000 Penalty: 4749.191895
	Iteration 51Q: 3 clusters Score -1967179 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1967186.625000 Penalty: 4749.191895
	Iteration 52Q: 3 clusters Score -1967187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1967201.875000 Penalty: 4749.191895
	Iteration 53Q: 3 clusters Score -1967202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1967215.375000 Penalty: 4749.191895
	Iteration 54Q: 3 clusters Score -1967215 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1967233.500000 Penalty: 4749.191895
	Iteration 55Q: 3 clusters Score -1967234 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1967256.625000 Penalty: 4749.191895
	Iteration 56Q: 3 clusters Score -1967257 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1967283.500000 Penalty: 4749.191895
	Iteration 57Q: 3 clusters Score -1967284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1967320.000000 Penalty: 4749.191895
	Iteration 58Q: 3 clusters Score -1967320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1967354.125000 Penalty: 4749.191895
	Iteration 59Q: 3 clusters Score -1967354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1967386.375000 Penalty: 4749.191895
	Iteration 60F: 3 clusters Score -1967386 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1967412.250000 Penalty: 4749.191895
	Iteration 61Q: 3 clusters Score -1967412 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1967433.250000 Penalty: 4749.191895
	Iteration 62Q: 3 clusters Score -1967433 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1967453.500000 Penalty: 4749.191895
	Iteration 63Q: 3 clusters Score -1967454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1967464.875000 Penalty: 4749.191895
	Iteration 64Q: 3 clusters Score -1967465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1967472.250000 Penalty: 4749.191895
	Iteration 65Q: 3 clusters Score -1967472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1967472.250000 Penalty: 4749.191895
	Iteration 66Q: 3 clusters Score -1967472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1967474.625000 Penalty: 4749.191895
	Iteration 67Q: 3 clusters Score -1967475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1967480.375000 Penalty: 4749.191895
	Iteration 68Q: 3 clusters Score -1967480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1967482.500000 Penalty: 4749.191895
	Iteration 69Q: 3 clusters Score -1967482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1967484.125000 Penalty: 4749.191895
	Iteration 70Q: 3 clusters Score -1967484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1967481.375000 Penalty: 4749.191895
	Iteration 71Q: 3 clusters Score -1967481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1967483.500000 Penalty: 4749.191895
	Iteration 72Q: 3 clusters Score -1967484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1967484.500000 Penalty: 4749.191895
	Iteration 73Q: 3 clusters Score -1967484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1967486.375000 Penalty: 4749.191895
	Iteration 74Q: 3 clusters Score -1967486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1967487.875000 Penalty: 4749.191895
	Iteration 75Q: 3 clusters Score -1967488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1967487.250000 Penalty: 4749.191895
	Iteration 76Q: 3 clusters Score -1967487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1967487.250000 Penalty: 4749.191895
	Iteration 77F: 3 clusters Score -1967487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Entering Unmasked Estep 
Score: -6843006.500000 Penalty: 2682.251221
	Iteration 0F: 2 clusters Score -6843006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -6809360.000000 Penalty: 5364.502441
	Iteration 0F: 3 clusters Score -6809360 nChanged 23048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -6822511.000000 Penalty: 5364.502441
	Iteration 1F: 3 clusters Score -6822511 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -6823321.000000 Penalty: 5364.502441
	Iteration 2Q: 3 clusters Score -6823321 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -6824161.500000 Penalty: 5364.502441
	Iteration 3Q: 3 clusters Score -6824162 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -6825194.500000 Penalty: 5364.502441
	Iteration 4Q: 3 clusters Score -6825194 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -6826264.000000 Penalty: 5364.502441
	Iteration 5Q: 3 clusters Score -6826264 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -6827435.500000 Penalty: 5364.502441
	Iteration 6Q: 3 clusters Score -6827436 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -6828808.500000 Penalty: 5364.502441
	Iteration 7F: 3 clusters Score -6828808 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -6830474.500000 Penalty: 5364.502441
	Iteration 8F: 3 clusters Score -6830474 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -6832354.000000 Penalty: 5364.502441
	Iteration 9F: 3 clusters Score -6832354 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -6834085.500000 Penalty: 5364.502441
	Iteration 10F: 3 clusters Score -6834086 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -6835547.500000 Penalty: 5364.502441
	Iteration 11Q: 3 clusters Score -6835548 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -6836756.000000 Penalty: 5364.502441
	Iteration 12Q: 3 clusters Score -6836756 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -6837769.000000 Penalty: 5364.502441
	Iteration 13Q: 3 clusters Score -6837769 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -6838638.500000 Penalty: 5364.502441
	Iteration 14Q: 3 clusters Score -6838638 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -6839291.000000 Penalty: 5364.502441
	Iteration 15Q: 3 clusters Score -6839291 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -6839832.500000 Penalty: 5364.502441
	Iteration 16Q: 3 clusters Score -6839832 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -6840351.500000 Penalty: 5364.502441
	Iteration 17Q: 3 clusters Score -6840352 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -6840852.000000 Penalty: 5364.502441
	Iteration 18Q: 3 clusters Score -6840852 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -6841279.000000 Penalty: 5364.502441
	Iteration 19Q: 3 clusters Score -6841279 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -6841700.500000 Penalty: 5364.502441
	Iteration 20F: 3 clusters Score -6841700 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -6842009.500000 Penalty: 5364.502441
	Iteration 21Q: 3 clusters Score -6842010 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -6842275.500000 Penalty: 5364.502441
	Iteration 22Q: 3 clusters Score -6842276 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -6842469.500000 Penalty: 5364.502441
	Iteration 23Q: 3 clusters Score -6842470 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -6842560.500000 Penalty: 5364.502441
	Iteration 24Q: 3 clusters Score -6842560 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -6842617.000000 Penalty: 5364.502441
	Iteration 25Q: 3 clusters Score -6842617 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -6842667.000000 Penalty: 5364.502441
	Iteration 26Q: 3 clusters Score -6842667 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -6842699.500000 Penalty: 5364.502441
	Iteration 27Q: 3 clusters Score -6842700 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -6842730.500000 Penalty: 5364.502441
	Iteration 28Q: 3 clusters Score -6842730 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -6842746.000000 Penalty: 5364.502441
	Iteration 29Q: 3 clusters Score -6842746 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -6842786.500000 Penalty: 5364.502441
	Iteration 30Q: 3 clusters Score -6842786 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -6842823.000000 Penalty: 5364.502441
	Iteration 31Q: 3 clusters Score -6842823 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -6842819.000000 Penalty: 5364.502441
	Iteration 32Q: 3 clusters Score -6842819 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -6842836.000000 Penalty: 5364.502441
	Iteration 33Q: 3 clusters Score -6842836 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -6842836.500000 Penalty: 5364.502441
	Iteration 34Q: 3 clusters Score -6842836 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -6842840.000000 Penalty: 5364.502441
	Iteration 35Q: 3 clusters Score -6842840 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -6842852.000000 Penalty: 5364.502441
	Iteration 36Q: 3 clusters Score -6842852 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -6842839.000000 Penalty: 5364.502441
	Iteration 37Q: 3 clusters Score -6842839 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -6842851.000000 Penalty: 5364.502441
	Iteration 38Q: 3 clusters Score -6842851 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -6842853.500000 Penalty: 5364.502441
	Iteration 39Q: 3 clusters Score -6842854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -6842863.500000 Penalty: 5364.502441
	Iteration 40F: 3 clusters Score -6842864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -6842861.500000 Penalty: 5364.502441
	Iteration 41Q: 3 clusters Score -6842862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -6842884.500000 Penalty: 5364.502441
	Iteration 42Q: 3 clusters Score -6842884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -6842903.000000 Penalty: 5364.502441
	Iteration 43Q: 3 clusters Score -6842903 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -6842911.000000 Penalty: 5364.502441
	Iteration 44Q: 3 clusters Score -6842911 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -6842913.500000 Penalty: 5364.502441
	Iteration 45Q: 3 clusters Score -6842914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -6842917.500000 Penalty: 5364.502441
	Iteration 46Q: 3 clusters Score -6842918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -6842934.000000 Penalty: 5364.502441
	Iteration 47Q: 3 clusters Score -6842934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -6842937.500000 Penalty: 5364.502441
	Iteration 48Q: 3 clusters Score -6842938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -6842927.000000 Penalty: 5364.502441
	Iteration 49Q: 3 clusters Score -6842927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -6842933.500000 Penalty: 5364.502441
	Iteration 50Q: 3 clusters Score -6842934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -6842929.500000 Penalty: 5364.502441
	Iteration 51Q: 3 clusters Score -6842930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -6842925.500000 Penalty: 5364.502441
	Iteration 52Q: 3 clusters Score -6842926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -6842931.000000 Penalty: 5364.502441
	Iteration 53Q: 3 clusters Score -6842931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -6842938.000000 Penalty: 5364.502441
	Iteration 54Q: 3 clusters Score -6842938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -6842934.000000 Penalty: 5364.502441
	Iteration 55Q: 3 clusters Score -6842934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -6842947.000000 Penalty: 5364.502441
	Iteration 56Q: 3 clusters Score -6842947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -6842952.000000 Penalty: 5364.502441
	Iteration 57Q: 3 clusters Score -6842952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -6842947.000000 Penalty: 5364.502441
	Iteration 58Q: 3 clusters Score -6842947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -6842957.000000 Penalty: 5364.502441
	Iteration 59Q: 3 clusters Score -6842957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -6842960.000000 Penalty: 5364.502441
	Iteration 60F: 3 clusters Score -6842960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -6842957.500000 Penalty: 5364.502441
	Iteration 61Q: 3 clusters Score -6842958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -6842958.000000 Penalty: 5364.502441
	Iteration 62Q: 3 clusters Score -6842958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -6842953.000000 Penalty: 5364.502441
	Iteration 63Q: 3 clusters Score -6842953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -6842950.500000 Penalty: 5364.502441
	Iteration 64Q: 3 clusters Score -6842950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -6842948.000000 Penalty: 5364.502441
	Iteration 65Q: 3 clusters Score -6842948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -6842943.500000 Penalty: 5364.502441
	Iteration 66Q: 3 clusters Score -6842944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -6842943.500000 Penalty: 5364.502441
	Iteration 67F: 3 clusters Score -6842944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Entering Unmasked Estep 
Score: -558944.375000 Penalty: 2065.814941
	Iteration 0F: 2 clusters Score -558944.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -554939.312500 Penalty: 4131.629883
	Iteration 0F: 3 clusters Score -554939.3 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -556103.312500 Penalty: 4131.629883
	Iteration 1F: 3 clusters Score -556103.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -556654.000000 Penalty: 4131.629883
	Iteration 2F: 3 clusters Score -556654 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -557008.250000 Penalty: 4131.629883
	Iteration 3F: 3 clusters Score -557008.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -557281.625000 Penalty: 4131.629883
	Iteration 4F: 3 clusters Score -557281.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -557516.000000 Penalty: 4131.629883
	Iteration 5F: 3 clusters Score -557516 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -557681.250000 Penalty: 4131.629883
	Iteration 6Q: 3 clusters Score -557681.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -557854.812500 Penalty: 4131.629883
	Iteration 7Q: 3 clusters Score -557854.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -558037.750000 Penalty: 4131.629883
	Iteration 8Q: 3 clusters Score -558037.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -558157.937500 Penalty: 4131.629883
	Iteration 9Q: 3 clusters Score -558157.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -558231.625000 Penalty: 4131.629883
	Iteration 10Q: 3 clusters Score -558231.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -558285.125000 Penalty: 4131.629883
	Iteration 11Q: 3 clusters Score -558285.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -558312.625000 Penalty: 4131.629883
	Iteration 12Q: 3 clusters Score -558312.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -558335.250000 Penalty: 4131.629883
	Iteration 13Q: 3 clusters Score -558335.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -558356.687500 Penalty: 4131.629883
	Iteration 14Q: 3 clusters Score -558356.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -558369.437500 Penalty: 4131.629883
	Iteration 15Q: 3 clusters Score -558369.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -558378.250000 Penalty: 4131.629883
	Iteration 16Q: 3 clusters Score -558378.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -558387.250000 Penalty: 4131.629883
	Iteration 17Q: 3 clusters Score -558387.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -558392.625000 Penalty: 4131.629883
	Iteration 18Q: 3 clusters Score -558392.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -558397.750000 Penalty: 4131.629883
	Iteration 19Q: 3 clusters Score -558397.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -558400.250000 Penalty: 4131.629883
	Iteration 20F: 3 clusters Score -558400.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -558402.125000 Penalty: 4131.629883
	Iteration 21Q: 3 clusters Score -558402.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -558405.000000 Penalty: 4131.629883
	Iteration 22Q: 3 clusters Score -558405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -558406.000000 Penalty: 4131.629883
	Iteration 23Q: 3 clusters Score -558406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -558408.562500 Penalty: 4131.629883
	Iteration 24Q: 3 clusters Score -558408.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -558408.500000 Penalty: 4131.629883
	Iteration 25Q: 3 clusters Score -558408.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -558409.437500 Penalty: 4131.629883
	Iteration 26Q: 3 clusters Score -558409.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -558409.437500 Penalty: 4131.629883
	Iteration 27F: 3 clusters Score -558409.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Entering Unmasked Estep 
Score: -2119308.750000 Penalty: 2394.000977
	Iteration 0F: 2 clusters Score -2119309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2108120.500000 Penalty: 4788.001953
	Iteration 0F: 3 clusters Score -2108120 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2111950.000000 Penalty: 4788.001953
	Iteration 1F: 3 clusters Score -2111950 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2112662.250000 Penalty: 4788.001953
	Iteration 2F: 3 clusters Score -2112662 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2113492.250000 Penalty: 4788.001953
	Iteration 3F: 3 clusters Score -2113492 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2114332.250000 Penalty: 4788.001953
	Iteration 4F: 3 clusters Score -2114332 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2115040.500000 Penalty: 4788.001953
	Iteration 5F: 3 clusters Score -2115040 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2115574.250000 Penalty: 4788.001953
	Iteration 6F: 3 clusters Score -2115574 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2115988.750000 Penalty: 4788.001953
	Iteration 7Q: 3 clusters Score -2115989 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2116301.000000 Penalty: 4788.001953
	Iteration 8Q: 3 clusters Score -2116301 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2116559.000000 Penalty: 4788.001953
	Iteration 9Q: 3 clusters Score -2116559 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2116766.500000 Penalty: 4788.001953
	Iteration 10Q: 3 clusters Score -2116766 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2116928.000000 Penalty: 4788.001953
	Iteration 11Q: 3 clusters Score -2116928 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2117063.500000 Penalty: 4788.001953
	Iteration 12Q: 3 clusters Score -2117064 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2117147.750000 Penalty: 4788.001953
	Iteration 13Q: 3 clusters Score -2117148 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2117203.500000 Penalty: 4788.001953
	Iteration 14Q: 3 clusters Score -2117204 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2117268.000000 Penalty: 4788.001953
	Iteration 15Q: 3 clusters Score -2117268 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2117315.500000 Penalty: 4788.001953
	Iteration 16Q: 3 clusters Score -2117316 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2117360.250000 Penalty: 4788.001953
	Iteration 17Q: 3 clusters Score -2117360 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2117384.250000 Penalty: 4788.001953
	Iteration 18Q: 3 clusters Score -2117384 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2117408.250000 Penalty: 4788.001953
	Iteration 19Q: 3 clusters Score -2117408 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2117437.750000 Penalty: 4788.001953
	Iteration 20F: 3 clusters Score -2117438 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2117457.250000 Penalty: 4788.001953
	Iteration 21Q: 3 clusters Score -2117457 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2117466.750000 Penalty: 4788.001953
	Iteration 22Q: 3 clusters Score -2117467 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2117473.000000 Penalty: 4788.001953
	Iteration 23Q: 3 clusters Score -2117473 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2117484.750000 Penalty: 4788.001953
	Iteration 24Q: 3 clusters Score -2117485 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2117493.500000 Penalty: 4788.001953
	Iteration 25Q: 3 clusters Score -2117494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2117502.250000 Penalty: 4788.001953
	Iteration 26Q: 3 clusters Score -2117502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2117510.500000 Penalty: 4788.001953
	Iteration 27Q: 3 clusters Score -2117510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2117516.250000 Penalty: 4788.001953
	Iteration 28Q: 3 clusters Score -2117516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2117523.250000 Penalty: 4788.001953
	Iteration 29Q: 3 clusters Score -2117523 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2117527.000000 Penalty: 4788.001953
	Iteration 30Q: 3 clusters Score -2117527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2117535.000000 Penalty: 4788.001953
	Iteration 31Q: 3 clusters Score -2117535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2117543.250000 Penalty: 4788.001953
	Iteration 32Q: 3 clusters Score -2117543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2117547.750000 Penalty: 4788.001953
	Iteration 33Q: 3 clusters Score -2117548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2117551.000000 Penalty: 4788.001953
	Iteration 34Q: 3 clusters Score -2117551 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2117562.000000 Penalty: 4788.001953
	Iteration 35Q: 3 clusters Score -2117562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2117566.750000 Penalty: 4788.001953
	Iteration 36Q: 3 clusters Score -2117567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2117567.500000 Penalty: 4788.001953
	Iteration 37Q: 3 clusters Score -2117568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2117577.250000 Penalty: 4788.001953
	Iteration 38Q: 3 clusters Score -2117577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2117583.750000 Penalty: 4788.001953
	Iteration 39Q: 3 clusters Score -2117584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2117590.250000 Penalty: 4788.001953
	Iteration 40F: 3 clusters Score -2117590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2117591.750000 Penalty: 4788.001953
	Iteration 41Q: 3 clusters Score -2117592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2117598.250000 Penalty: 4788.001953
	Iteration 42Q: 3 clusters Score -2117598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2117601.000000 Penalty: 4788.001953
	Iteration 43Q: 3 clusters Score -2117601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2117604.250000 Penalty: 4788.001953
	Iteration 44Q: 3 clusters Score -2117604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2117606.500000 Penalty: 4788.001953
	Iteration 45Q: 3 clusters Score -2117606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2117605.750000 Penalty: 4788.001953
	Iteration 46Q: 3 clusters Score -2117606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2117609.500000 Penalty: 4788.001953
	Iteration 47Q: 3 clusters Score -2117610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2117612.250000 Penalty: 4788.001953
	Iteration 48Q: 3 clusters Score -2117612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2117614.500000 Penalty: 4788.001953
	Iteration 49Q: 3 clusters Score -2117614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2117617.000000 Penalty: 4788.001953
	Iteration 50Q: 3 clusters Score -2117617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2117617.500000 Penalty: 4788.001953
	Iteration 51Q: 3 clusters Score -2117618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2117620.750000 Penalty: 4788.001953
	Iteration 52Q: 3 clusters Score -2117621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2117621.000000 Penalty: 4788.001953
	Iteration 53Q: 3 clusters Score -2117621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2117628.000000 Penalty: 4788.001953
	Iteration 54Q: 3 clusters Score -2117628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2117637.000000 Penalty: 4788.001953
	Iteration 55Q: 3 clusters Score -2117637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2117638.500000 Penalty: 4788.001953
	Iteration 56Q: 3 clusters Score -2117638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2117639.000000 Penalty: 4788.001953
	Iteration 57Q: 3 clusters Score -2117639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2117643.500000 Penalty: 4788.001953
	Iteration 58Q: 3 clusters Score -2117644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2117642.750000 Penalty: 4788.001953
	Iteration 59Q: 3 clusters Score -2117643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2117649.500000 Penalty: 4788.001953
	Iteration 60F: 3 clusters Score -2117650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2117646.000000 Penalty: 4788.001953
	Iteration 61Q: 3 clusters Score -2117646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2117649.000000 Penalty: 4788.001953
	Iteration 62Q: 3 clusters Score -2117649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2117651.500000 Penalty: 4788.001953
	Iteration 63Q: 3 clusters Score -2117652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2117651.000000 Penalty: 4788.001953
	Iteration 64Q: 3 clusters Score -2117651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2117651.250000 Penalty: 4788.001953
	Iteration 65Q: 3 clusters Score -2117651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2117650.750000 Penalty: 4788.001953
	Iteration 66Q: 3 clusters Score -2117651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2117653.250000 Penalty: 4788.001953
	Iteration 67Q: 3 clusters Score -2117653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2117651.500000 Penalty: 4788.001953
	Iteration 68Q: 3 clusters Score -2117652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2117654.250000 Penalty: 4788.001953
	Iteration 69Q: 3 clusters Score -2117654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2117658.500000 Penalty: 4788.001953
	Iteration 70Q: 3 clusters Score -2117658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2117660.250000 Penalty: 4788.001953
	Iteration 71Q: 3 clusters Score -2117660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2117656.500000 Penalty: 4788.001953
	Iteration 72Q: 3 clusters Score -2117656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2117662.250000 Penalty: 4788.001953
	Iteration 73Q: 3 clusters Score -2117662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2117661.500000 Penalty: 4788.001953
	Iteration 74Q: 3 clusters Score -2117662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2117664.750000 Penalty: 4788.001953
	Iteration 75Q: 3 clusters Score -2117665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2117669.750000 Penalty: 4788.001953
	Iteration 76Q: 3 clusters Score -2117670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2117670.250000 Penalty: 4788.001953
	Iteration 77Q: 3 clusters Score -2117670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2117665.750000 Penalty: 4788.001953
	Iteration 78Q: 3 clusters Score -2117666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2117664.750000 Penalty: 4788.001953
	Iteration 79Q: 3 clusters Score -2117665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2117667.250000 Penalty: 4788.001953
	Iteration 80F: 3 clusters Score -2117667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2117668.250000 Penalty: 4788.001953
	Iteration 81Q: 3 clusters Score -2117668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2117671.000000 Penalty: 4788.001953
	Iteration 82Q: 3 clusters Score -2117671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2117669.750000 Penalty: 4788.001953
	Iteration 83Q: 3 clusters Score -2117670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2117671.750000 Penalty: 4788.001953
	Iteration 84Q: 3 clusters Score -2117672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2117676.000000 Penalty: 4788.001953
	Iteration 85Q: 3 clusters Score -2117676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2117676.000000 Penalty: 4788.001953
	Iteration 86Q: 3 clusters Score -2117676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2117674.500000 Penalty: 4788.001953
	Iteration 87Q: 3 clusters Score -2117674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2117674.000000 Penalty: 4788.001953
	Iteration 88Q: 3 clusters Score -2117674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2117678.750000 Penalty: 4788.001953
	Iteration 89Q: 3 clusters Score -2117679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2117679.000000 Penalty: 4788.001953
	Iteration 90Q: 3 clusters Score -2117679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2117679.750000 Penalty: 4788.001953
	Iteration 91Q: 3 clusters Score -2117680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2117681.000000 Penalty: 4788.001953
	Iteration 92Q: 3 clusters Score -2117681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2117675.500000 Penalty: 4788.001953
	Iteration 93Q: 3 clusters Score -2117676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2117678.000000 Penalty: 4788.001953
	Iteration 94Q: 3 clusters Score -2117678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2117681.250000 Penalty: 4788.001953
	Iteration 95Q: 3 clusters Score -2117681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2117679.250000 Penalty: 4788.001953
	Iteration 96Q: 3 clusters Score -2117679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2117677.750000 Penalty: 4788.001953
	Iteration 97Q: 3 clusters Score -2117678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2117679.000000 Penalty: 4788.001953
	Iteration 98Q: 3 clusters Score -2117679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2117678.750000 Penalty: 4788.001953
	Iteration 99Q: 3 clusters Score -2117679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2117683.500000 Penalty: 4788.001953
	Iteration 100F: 3 clusters Score -2117684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2117687.250000 Penalty: 4788.001953
	Iteration 101Q: 3 clusters Score -2117687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2117688.750000 Penalty: 4788.001953
	Iteration 102Q: 3 clusters Score -2117689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2117687.750000 Penalty: 4788.001953
	Iteration 103Q: 3 clusters Score -2117688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2117687.500000 Penalty: 4788.001953
	Iteration 104Q: 3 clusters Score -2117688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2117688.250000 Penalty: 4788.001953
	Iteration 105Q: 3 clusters Score -2117688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2117685.750000 Penalty: 4788.001953
	Iteration 106Q: 3 clusters Score -2117686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2117688.000000 Penalty: 4788.001953
	Iteration 107Q: 3 clusters Score -2117688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2117688.750000 Penalty: 4788.001953
	Iteration 108Q: 3 clusters Score -2117689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2117687.500000 Penalty: 4788.001953
	Iteration 109Q: 3 clusters Score -2117688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2117687.500000 Penalty: 4788.001953
	Iteration 110F: 3 clusters Score -2117688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (200943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200943 members 
Entering Unmasked Estep 
Score: -27937520.000000 Penalty: 3028.272461
	Iteration 0F: 2 clusters Score -2.793752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100956 members 
Mstep: Class 2 contains 99987 members 
Entering Unmasked Estep 
Score: -27811910.000000 Penalty: 6056.544922
	Iteration 0F: 3 clusters Score -2.781191e+07 nChanged 96866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110372 members 
Mstep: Class 2 contains 90571 members 
Entering Unmasked Estep 
Score: -27869186.000000 Penalty: 6056.544922
	Iteration 1F: 3 clusters Score -2.786919e+07 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116365 members 
Mstep: Class 2 contains 84578 members 
Entering Unmasked Estep 
Score: -27871862.000000 Penalty: 6056.544922
	Iteration 2Q: 3 clusters Score -2.787186e+07 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125663 members 
Mstep: Class 2 contains 75280 members 
Entering Unmasked Estep 
Score: -27876602.000000 Penalty: 6056.544922
	Iteration 3F: 3 clusters Score -2.78766e+07 nChanged 14221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139356 members 
Mstep: Class 2 contains 61587 members 
Entering Unmasked Estep 
Score: -27885696.000000 Penalty: 6056.544922
	Iteration 4F: 3 clusters Score -2.78857e+07 nChanged 17949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157055 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -27899526.000000 Penalty: 6056.544922
	Iteration 5F: 3 clusters Score -2.789953e+07 nChanged 18544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175523 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -27915986.000000 Penalty: 6056.544922
	Iteration 6F: 3 clusters Score -2.791599e+07 nChanged 13803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189324 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -27927332.000000 Penalty: 6056.544922
	Iteration 7F: 3 clusters Score -2.792733e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196490 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -27932472.000000 Penalty: 6056.544922
	Iteration 8Q: 3 clusters Score -2.793247e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199323 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -27934238.000000 Penalty: 6056.544922
	Iteration 9Q: 3 clusters Score -2.793424e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200244 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -27934552.000000 Penalty: 6056.544922
	Iteration 10Q: 3 clusters Score -2.793455e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200512 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -27934762.000000 Penalty: 6056.544922
	Iteration 11Q: 3 clusters Score -2.793476e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200591 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -27934870.000000 Penalty: 6056.544922
	Iteration 12Q: 3 clusters Score -2.793487e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200622 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -27934910.000000 Penalty: 6056.544922
	Iteration 13Q: 3 clusters Score -2.793491e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200648 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -27934958.000000 Penalty: 6056.544922
	Iteration 14Q: 3 clusters Score -2.793496e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200657 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -27934972.000000 Penalty: 6056.544922
	Iteration 15Q: 3 clusters Score -2.793497e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200661 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -27934980.000000 Penalty: 6056.544922
	Iteration 16Q: 3 clusters Score -2.793498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200662 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -27934988.000000 Penalty: 6056.544922
	Iteration 17Q: 3 clusters Score -2.793499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200665 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -27935000.000000 Penalty: 6056.544922
	Iteration 18Q: 3 clusters Score -2.7935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200664 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27934998.000000 Penalty: 6056.544922
	Iteration 19Q: 3 clusters Score -2.7935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200665 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -27934990.000000 Penalty: 6056.544922
	Iteration 20F: 3 clusters Score -2.793499e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Entering Unmasked Estep 
Score: -732164.500000 Penalty: 2128.253906
	Iteration 0F: 2 clusters Score -732164.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -727428.375000 Penalty: 4256.507812
	Iteration 0F: 3 clusters Score -727428.4 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -728588.625000 Penalty: 4256.507812
	Iteration 1F: 3 clusters Score -728588.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -728836.812500 Penalty: 4256.507812
	Iteration 2F: 3 clusters Score -728836.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -728970.125000 Penalty: 4256.507812
	Iteration 3Q: 3 clusters Score -728970.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -729059.875000 Penalty: 4256.507812
	Iteration 4Q: 3 clusters Score -729059.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -729147.062500 Penalty: 4256.507812
	Iteration 5Q: 3 clusters Score -729147.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -729237.812500 Penalty: 4256.507812
	Iteration 6Q: 3 clusters Score -729237.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -729315.687500 Penalty: 4256.507812
	Iteration 7Q: 3 clusters Score -729315.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -729414.000000 Penalty: 4256.507812
	Iteration 8Q: 3 clusters Score -729414 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -729516.625000 Penalty: 4256.507812
	Iteration 9Q: 3 clusters Score -729516.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -729606.375000 Penalty: 4256.507812
	Iteration 10Q: 3 clusters Score -729606.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -729678.875000 Penalty: 4256.507812
	Iteration 11Q: 3 clusters Score -729678.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -729744.375000 Penalty: 4256.507812
	Iteration 12Q: 3 clusters Score -729744.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -729803.812500 Penalty: 4256.507812
	Iteration 13Q: 3 clusters Score -729803.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -729873.000000 Penalty: 4256.507812
	Iteration 14Q: 3 clusters Score -729873 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -729937.750000 Penalty: 4256.507812
	Iteration 15Q: 3 clusters Score -729937.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -730013.625000 Penalty: 4256.507812
	Iteration 16Q: 3 clusters Score -730013.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -730106.687500 Penalty: 4256.507812
	Iteration 17Q: 3 clusters Score -730106.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -730214.375000 Penalty: 4256.507812
	Iteration 18Q: 3 clusters Score -730214.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -730298.687500 Penalty: 4256.507812
	Iteration 19Q: 3 clusters Score -730298.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -730366.687500 Penalty: 4256.507812
	Iteration 20F: 3 clusters Score -730366.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -730434.750000 Penalty: 4256.507812
	Iteration 21Q: 3 clusters Score -730434.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -730490.250000 Penalty: 4256.507812
	Iteration 22Q: 3 clusters Score -730490.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -730527.750000 Penalty: 4256.507812
	Iteration 23Q: 3 clusters Score -730527.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -730562.187500 Penalty: 4256.507812
	Iteration 24Q: 3 clusters Score -730562.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -730584.687500 Penalty: 4256.507812
	Iteration 25Q: 3 clusters Score -730584.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -730603.875000 Penalty: 4256.507812
	Iteration 26Q: 3 clusters Score -730603.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -730619.312500 Penalty: 4256.507812
	Iteration 27Q: 3 clusters Score -730619.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -730638.062500 Penalty: 4256.507812
	Iteration 28Q: 3 clusters Score -730638.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -730654.750000 Penalty: 4256.507812
	Iteration 29Q: 3 clusters Score -730654.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -730663.437500 Penalty: 4256.507812
	Iteration 30Q: 3 clusters Score -730663.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -730674.437500 Penalty: 4256.507812
	Iteration 31Q: 3 clusters Score -730674.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -730682.187500 Penalty: 4256.507812
	Iteration 32Q: 3 clusters Score -730682.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -730693.562500 Penalty: 4256.507812
	Iteration 33Q: 3 clusters Score -730693.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -730707.500000 Penalty: 4256.507812
	Iteration 34Q: 3 clusters Score -730707.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -730727.062500 Penalty: 4256.507812
	Iteration 35Q: 3 clusters Score -730727.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -730743.687500 Penalty: 4256.507812
	Iteration 36Q: 3 clusters Score -730743.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -730753.750000 Penalty: 4256.507812
	Iteration 37Q: 3 clusters Score -730753.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -730766.437500 Penalty: 4256.507812
	Iteration 38Q: 3 clusters Score -730766.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -730779.000000 Penalty: 4256.507812
	Iteration 39Q: 3 clusters Score -730779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -730789.625000 Penalty: 4256.507812
	Iteration 40F: 3 clusters Score -730789.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -730797.500000 Penalty: 4256.507812
	Iteration 41Q: 3 clusters Score -730797.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -730804.750000 Penalty: 4256.507812
	Iteration 42Q: 3 clusters Score -730804.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -730815.312500 Penalty: 4256.507812
	Iteration 43Q: 3 clusters Score -730815.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -730820.937500 Penalty: 4256.507812
	Iteration 44Q: 3 clusters Score -730820.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -730824.250000 Penalty: 4256.507812
	Iteration 45Q: 3 clusters Score -730824.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -730826.187500 Penalty: 4256.507812
	Iteration 46Q: 3 clusters Score -730826.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -730825.812500 Penalty: 4256.507812
	Iteration 47Q: 3 clusters Score -730825.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -730830.625000 Penalty: 4256.507812
	Iteration 48Q: 3 clusters Score -730830.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -730841.250000 Penalty: 4256.507812
	Iteration 49Q: 3 clusters Score -730841.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -730845.500000 Penalty: 4256.507812
	Iteration 50Q: 3 clusters Score -730845.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -730851.812500 Penalty: 4256.507812
	Iteration 51Q: 3 clusters Score -730851.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -730855.062500 Penalty: 4256.507812
	Iteration 52Q: 3 clusters Score -730855.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -730858.000000 Penalty: 4256.507812
	Iteration 53Q: 3 clusters Score -730858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -730859.500000 Penalty: 4256.507812
	Iteration 54Q: 3 clusters Score -730859.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -730861.125000 Penalty: 4256.507812
	Iteration 55Q: 3 clusters Score -730861.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -730862.000000 Penalty: 4256.507812
	Iteration 56Q: 3 clusters Score -730862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -730863.000000 Penalty: 4256.507812
	Iteration 57Q: 3 clusters Score -730863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -730863.812500 Penalty: 4256.507812
	Iteration 58Q: 3 clusters Score -730863.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -730864.500000 Penalty: 4256.507812
	Iteration 59Q: 3 clusters Score -730864.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -730865.687500 Penalty: 4256.507812
	Iteration 60F: 3 clusters Score -730865.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -730867.312500 Penalty: 4256.507812
	Iteration 61Q: 3 clusters Score -730867.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -730866.562500 Penalty: 4256.507812
	Iteration 62Q: 3 clusters Score -730866.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -730867.937500 Penalty: 4256.507812
	Iteration 63Q: 3 clusters Score -730867.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -730867.937500 Penalty: 4256.507812
	Iteration 64F: 3 clusters Score -730867.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Entering Unmasked Estep 
Score: -1014343.937500 Penalty: 2214.828125
	Iteration 0F: 2 clusters Score -1014344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1008185.437500 Penalty: 4429.656250
	Iteration 0F: 3 clusters Score -1008185 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1009942.437500 Penalty: 4429.656250
	Iteration 1F: 3 clusters Score -1009942 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1010283.312500 Penalty: 4429.656250
	Iteration 2F: 3 clusters Score -1010283 nChanged 456
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1010646 nChanged 420
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1011043.062500 Penalty: 4429.656250
	Iteration 4F: 3 clusters Score -1011043 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1011415.750000 Penalty: 4429.656250
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1011724.312500 Penalty: 4429.656250
	Iteration 6F: 3 clusters Score -1011724 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1011989.500000 Penalty: 4429.656250
	Iteration 7Q: 3 clusters Score -1011990 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1012193.187500 Penalty: 4429.656250
	Iteration 8Q: 3 clusters Score -1012193 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1012342.375000 Penalty: 4429.656250
	Iteration 9Q: 3 clusters Score -1012342 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1012451.187500 Penalty: 4429.656250
	Iteration 10Q: 3 clusters Score -1012451 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1012539.062500 Penalty: 4429.656250
	Iteration 11Q: 3 clusters Score -1012539 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1012606.187500 Penalty: 4429.656250
	Iteration 12Q: 3 clusters Score -1012606 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1012652.625000 Penalty: 4429.656250
	Iteration 13Q: 3 clusters Score -1012653 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1012686.125000 Penalty: 4429.656250
	Iteration 14Q: 3 clusters Score -1012686 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1012717.187500 Penalty: 4429.656250
	Iteration 15Q: 3 clusters Score -1012717 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1012742.687500 Penalty: 4429.656250
	Iteration 16Q: 3 clusters Score -1012743 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1012772.875000 Penalty: 4429.656250
	Iteration 17Q: 3 clusters Score -1012773 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1012796 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1012818.812500 Penalty: 4429.656250
	Iteration 19Q: 3 clusters Score -1012819 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1012839.562500 Penalty: 4429.656250
	Iteration 20F: 3 clusters Score -1012840 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1012860.437500 Penalty: 4429.656250
	Iteration 21Q: 3 clusters Score -1012860 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1012890.937500 Penalty: 4429.656250
	Iteration 22Q: 3 clusters Score -1012891 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1012910.875000 Penalty: 4429.656250
	Iteration 23Q: 3 clusters Score -1012911 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1012936.812500 Penalty: 4429.656250
	Iteration 24Q: 3 clusters Score -1012937 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1012964.187500 Penalty: 4429.656250
	Iteration 25Q: 3 clusters Score -1012964 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1012992 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1013016.062500 Penalty: 4429.656250
	Iteration 27Q: 3 clusters Score -1013016 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1013048.812500 Penalty: 4429.656250
	Iteration 28Q: 3 clusters Score -1013049 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1013094 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1013138 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1013171.312500 Penalty: 4429.656250
	Iteration 31Q: 3 clusters Score -1013171 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1013201.937500 Penalty: 4429.656250
	Iteration 32Q: 3 clusters Score -1013202 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1013238.062500 Penalty: 4429.656250
	Iteration 33Q: 3 clusters Score -1013238 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1013278 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1013322 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1013354.750000 Penalty: 4429.656250
	Iteration 36Q: 3 clusters Score -1013355 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1013386.000000 Penalty: 4429.656250
	Iteration 37Q: 3 clusters Score -1013386 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1013421.375000 Penalty: 4429.656250
	Iteration 38Q: 3 clusters Score -1013421 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1013446.625000 Penalty: 4429.656250
	Iteration 39Q: 3 clusters Score -1013447 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1013464.687500 Penalty: 4429.656250
	Iteration 40F: 3 clusters Score -1013465 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1013475.125000 Penalty: 4429.656250
	Iteration 41Q: 3 clusters Score -1013475 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1013492.562500 Penalty: 4429.656250
	Iteration 42Q: 3 clusters Score -1013493 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1013501.562500 Penalty: 4429.656250
	Iteration 43Q: 3 clusters Score -1013502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1013510.437500 Penalty: 4429.656250
	Iteration 44Q: 3 clusters Score -1013510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1013517.375000 Penalty: 4429.656250
	Iteration 45Q: 3 clusters Score -1013517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1013522.375000 Penalty: 4429.656250
	Iteration 46Q: 3 clusters Score -1013522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1013525.437500 Penalty: 4429.656250
	Iteration 47Q: 3 clusters Score -1013525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1013532.937500 Penalty: 4429.656250
	Iteration 48Q: 3 clusters Score -1013533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1013537.687500 Penalty: 4429.656250
	Iteration 49Q: 3 clusters Score -1013538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1013539.312500 Penalty: 4429.656250
	Iteration 50Q: 3 clusters Score -1013539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1013545.937500 Penalty: 4429.656250
	Iteration 51Q: 3 clusters Score -1013546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1013544.875000 Penalty: 4429.656250
	Iteration 52Q: 3 clusters Score -1013545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1013545.875000 Penalty: 4429.656250
	Iteration 53Q: 3 clusters Score -1013546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1013546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1013547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1013547.437500 Penalty: 4429.656250
	Iteration 56Q: 3 clusters Score -1013547 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1013549.562500 Penalty: 4429.656250
	Iteration 57Q: 3 clusters Score -1013550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1013550.812500 Penalty: 4429.656250
	Iteration 58Q: 3 clusters Score -1013551 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1013552.750000 Penalty: 4429.656250
	Iteration 59Q: 3 clusters Score -1013553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1013551.250000 Penalty: 4429.656250
	Iteration 60F: 3 clusters Score -1013551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1013553 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1013557.312500 Penalty: 4429.656250
	Iteration 62Q: 3 clusters Score -1013557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1013567.312500 Penalty: 4429.656250
	Iteration 63Q: 3 clusters Score -1013567 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1013569.625000 Penalty: 4429.656250
	Iteration 64Q: 3 clusters Score -1013570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1013574.000000 Penalty: 4429.656250
	Iteration 65Q: 3 clusters Score -1013574 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5020 members 
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	Iteration 66Q: 3 clusters Score -1013576 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1013578 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1013580 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1013582.125000 Penalty: 4429.656250
	Iteration 69Q: 3 clusters Score -1013582 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1013585.312500 Penalty: 4429.656250
	Iteration 70Q: 3 clusters Score -1013585 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1013590 nChanged 13
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Mstep: Class 1 contains 5081 members 
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Score: -1013594.625000 Penalty: 4429.656250
	Iteration 72Q: 3 clusters Score -1013595 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1013597.875000 Penalty: 4429.656250
	Iteration 73Q: 3 clusters Score -1013598 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1013603.500000 Penalty: 4429.656250
	Iteration 74Q: 3 clusters Score -1013604 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1013609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1013614.625000 Penalty: 4429.656250
	Iteration 76Q: 3 clusters Score -1013615 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1013618.312500 Penalty: 4429.656250
	Iteration 77Q: 3 clusters Score -1013618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1013628.687500 Penalty: 4429.656250
	Iteration 78Q: 3 clusters Score -1013629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1013639.000000 Penalty: 4429.656250
	Iteration 79Q: 3 clusters Score -1013639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1013654.750000 Penalty: 4429.656250
	Iteration 80F: 3 clusters Score -1013655 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1013676 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1013706.562500 Penalty: 4429.656250
	Iteration 82Q: 3 clusters Score -1013707 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1013733.062500 Penalty: 4429.656250
	Iteration 83Q: 3 clusters Score -1013733 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1013756.500000 Penalty: 4429.656250
	Iteration 84Q: 3 clusters Score -1013756 nChanged 40
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Mstep: Class 1 contains 5424 members 
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Score: -1013779.875000 Penalty: 4429.656250
	Iteration 85Q: 3 clusters Score -1013780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1013791.437500 Penalty: 4429.656250
	Iteration 86Q: 3 clusters Score -1013791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1013801.687500 Penalty: 4429.656250
	Iteration 87Q: 3 clusters Score -1013802 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1013809.875000 Penalty: 4429.656250
	Iteration 88Q: 3 clusters Score -1013810 nChanged 10
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Mstep: Class 1 contains 5505 members 
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Entering Unmasked Estep 
Score: -1013811.375000 Penalty: 4429.656250
	Iteration 89Q: 3 clusters Score -1013811 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1013814.812500 Penalty: 4429.656250
	Iteration 90Q: 3 clusters Score -1013815 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1013816 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1013816 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1013818.812500 Penalty: 4429.656250
	Iteration 93Q: 3 clusters Score -1013819 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5533 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1013818 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1013819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1013819.875000 Penalty: 4429.656250
	Iteration 96Q: 3 clusters Score -1013820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1013818.437500 Penalty: 4429.656250
	Iteration 97Q: 3 clusters Score -1013818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1013823.000000 Penalty: 4429.656250
	Iteration 98Q: 3 clusters Score -1013823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1013825.812500 Penalty: 4429.656250
	Iteration 99Q: 3 clusters Score -1013826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1013828.812500 Penalty: 4429.656250
	Iteration 100F: 3 clusters Score -1013829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1013832.875000 Penalty: 4429.656250
	Iteration 101Q: 3 clusters Score -1013833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1013838.062500 Penalty: 4429.656250
	Iteration 102Q: 3 clusters Score -1013838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1013841.750000 Penalty: 4429.656250
	Iteration 103Q: 3 clusters Score -1013842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1013844.125000 Penalty: 4429.656250
	Iteration 104Q: 3 clusters Score -1013844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1013846.500000 Penalty: 4429.656250
	Iteration 105Q: 3 clusters Score -1013846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1013848.812500 Penalty: 4429.656250
	Iteration 106Q: 3 clusters Score -1013849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1013848.812500 Penalty: 4429.656250
	Iteration 107F: 3 clusters Score -1013849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Entering Unmasked Estep 
Score: -972736.625000 Penalty: 2204.343262
	Iteration 0F: 2 clusters Score -972736.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -966747.125000 Penalty: 4408.686523
	Iteration 0F: 3 clusters Score -966747.1 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -968572.687500 Penalty: 4408.686523
	Iteration 1F: 3 clusters Score -968572.7 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -968969.562500 Penalty: 4408.686523
	Iteration 2F: 3 clusters Score -968969.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -969301.437500 Penalty: 4408.686523
	Iteration 3F: 3 clusters Score -969301.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -969660.312500 Penalty: 4408.686523
	Iteration 4F: 3 clusters Score -969660.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -970043.875000 Penalty: 4408.686523
	Iteration 5F: 3 clusters Score -970043.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -970437.437500 Penalty: 4408.686523
	Iteration 6F: 3 clusters Score -970437.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -970793.687500 Penalty: 4408.686523
	Iteration 7F: 3 clusters Score -970793.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -971094.250000 Penalty: 4408.686523
	Iteration 8Q: 3 clusters Score -971094.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -971332.187500 Penalty: 4408.686523
	Iteration 9Q: 3 clusters Score -971332.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -971489.875000 Penalty: 4408.686523
	Iteration 10Q: 3 clusters Score -971489.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -971554.937500 Penalty: 4408.686523
	Iteration 11Q: 3 clusters Score -971554.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -971588.500000 Penalty: 4408.686523
	Iteration 12Q: 3 clusters Score -971588.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -971607.187500 Penalty: 4408.686523
	Iteration 13Q: 3 clusters Score -971607.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -971616.000000 Penalty: 4408.686523
	Iteration 14Q: 3 clusters Score -971616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -971626.625000 Penalty: 4408.686523
	Iteration 15Q: 3 clusters Score -971626.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -971635.875000 Penalty: 4408.686523
	Iteration 16Q: 3 clusters Score -971635.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -971642.375000 Penalty: 4408.686523
	Iteration 17Q: 3 clusters Score -971642.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -971646.312500 Penalty: 4408.686523
	Iteration 18Q: 3 clusters Score -971646.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -971652.687500 Penalty: 4408.686523
	Iteration 19Q: 3 clusters Score -971652.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -971655.812500 Penalty: 4408.686523
	Iteration 20F: 3 clusters Score -971655.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -971662.937500 Penalty: 4408.686523
	Iteration 21Q: 3 clusters Score -971662.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -971666.375000 Penalty: 4408.686523
	Iteration 22Q: 3 clusters Score -971666.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -971672.062500 Penalty: 4408.686523
	Iteration 23Q: 3 clusters Score -971672.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -971676.750000 Penalty: 4408.686523
	Iteration 24Q: 3 clusters Score -971676.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -971679.687500 Penalty: 4408.686523
	Iteration 25Q: 3 clusters Score -971679.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -971684.437500 Penalty: 4408.686523
	Iteration 26Q: 3 clusters Score -971684.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -971686.750000 Penalty: 4408.686523
	Iteration 27Q: 3 clusters Score -971686.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -971686.937500 Penalty: 4408.686523
	Iteration 28Q: 3 clusters Score -971686.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -971691.562500 Penalty: 4408.686523
	Iteration 29Q: 3 clusters Score -971691.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -971691.812500 Penalty: 4408.686523
	Iteration 30Q: 3 clusters Score -971691.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -971693.812500 Penalty: 4408.686523
	Iteration 31Q: 3 clusters Score -971693.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -971695.125000 Penalty: 4408.686523
	Iteration 32Q: 3 clusters Score -971695.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -971694.687500 Penalty: 4408.686523
	Iteration 33Q: 3 clusters Score -971694.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -971695.562500 Penalty: 4408.686523
	Iteration 34Q: 3 clusters Score -971695.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -971695.562500 Penalty: 4408.686523
	Iteration 35F: 3 clusters Score -971695.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Entering Unmasked Estep 
Score: -748862.750000 Penalty: 2156.568848
	Iteration 0F: 2 clusters Score -748862.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -743804.812500 Penalty: 4313.137695
	Iteration 0F: 3 clusters Score -743804.8 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -745531.500000 Penalty: 4313.137695
	Iteration 1F: 3 clusters Score -745531.5 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -746075.500000 Penalty: 4313.137695
	Iteration 2F: 3 clusters Score -746075.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -746404.812500 Penalty: 4313.137695
	Iteration 3F: 3 clusters Score -746404.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -746669.937500 Penalty: 4313.137695
	Iteration 4F: 3 clusters Score -746669.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -746929.687500 Penalty: 4313.137695
	Iteration 5Q: 3 clusters Score -746929.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -747165.562500 Penalty: 4313.137695
	Iteration 6Q: 3 clusters Score -747165.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -747368.312500 Penalty: 4313.137695
	Iteration 7Q: 3 clusters Score -747368.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -747560.812500 Penalty: 4313.137695
	Iteration 8Q: 3 clusters Score -747560.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -747752.000000 Penalty: 4313.137695
	Iteration 9Q: 3 clusters Score -747752 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -747917.625000 Penalty: 4313.137695
	Iteration 10Q: 3 clusters Score -747917.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -748078.687500 Penalty: 4313.137695
	Iteration 11Q: 3 clusters Score -748078.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -748241.062500 Penalty: 4313.137695
	Iteration 12Q: 3 clusters Score -748241.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -748394.437500 Penalty: 4313.137695
	Iteration 13Q: 3 clusters Score -748394.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -748542.437500 Penalty: 4313.137695
	Iteration 14Q: 3 clusters Score -748542.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -748671.875000 Penalty: 4313.137695
	Iteration 15Q: 3 clusters Score -748671.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -748789.812500 Penalty: 4313.137695
	Iteration 16Q: 3 clusters Score -748789.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -748878.875000 Penalty: 4313.137695
	Iteration 17Q: 3 clusters Score -748878.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -748921.187500 Penalty: 4313.137695
	Iteration 18Q: 3 clusters Score -748921.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -748954.937500 Penalty: 4313.137695
	Iteration 19Q: 3 clusters Score -748954.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -748980.312500 Penalty: 4313.137695
	Iteration 20F: 3 clusters Score -748980.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -749004.562500 Penalty: 4313.137695
	Iteration 21Q: 3 clusters Score -749004.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -749012.937500 Penalty: 4313.137695
	Iteration 22Q: 3 clusters Score -749012.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -749019.000000 Penalty: 4313.137695
	Iteration 23Q: 3 clusters Score -749019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -749026.500000 Penalty: 4313.137695
	Iteration 24Q: 3 clusters Score -749026.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -749031.125000 Penalty: 4313.137695
	Iteration 25Q: 3 clusters Score -749031.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -749033.750000 Penalty: 4313.137695
	Iteration 26Q: 3 clusters Score -749033.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -749034.375000 Penalty: 4313.137695
	Iteration 27Q: 3 clusters Score -749034.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -749036.062500 Penalty: 4313.137695
	Iteration 28Q: 3 clusters Score -749036.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -749037.375000 Penalty: 4313.137695
	Iteration 29Q: 3 clusters Score -749037.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -749037.500000 Penalty: 4313.137695
	Iteration 30Q: 3 clusters Score -749037.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -749039.062500 Penalty: 4313.137695
	Iteration 31Q: 3 clusters Score -749039.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -749040.375000 Penalty: 4313.137695
	Iteration 32Q: 3 clusters Score -749040.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -749040.625000 Penalty: 4313.137695
	Iteration 33Q: 3 clusters Score -749040.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -749040.625000 Penalty: 4313.137695
	Iteration 34F: 3 clusters Score -749040.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200943 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 2481 members 
Mstep: Class 13 contains 11039 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136621 members 
Mstep: Class 19 contains 149500 members 
Mstep: Class 20 contains 30388 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36273 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46729 members 
Mstep: Class 25 contains 134552 members 
Mstep: Class 26 contains 45317 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Mstep: Class 29 contains 3497 members 
Entering Unmasked Estep 
Score: -142942384.000000 Penalty: 99736.046875
Splitting cluster 12 changes total score from -142943504.000000 to -142942384.000000
So it's not getting split.
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: -1538173.250000 Penalty: 2308.678955
	Iteration 0F: 2 clusters Score -1538173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1529807.750000 Penalty: 4617.357910
	Iteration 0F: 3 clusters Score -1529808 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1532156.000000 Penalty: 4617.357910
	Iteration 1F: 3 clusters Score -1532156 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1532429.250000 Penalty: 4617.357910
	Iteration 2F: 3 clusters Score -1532429 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1532624.125000 Penalty: 4617.357910
	Iteration 3Q: 3 clusters Score -1532624 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1532776.875000 Penalty: 4617.357910
	Iteration 4Q: 3 clusters Score -1532777 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1532906.000000 Penalty: 4617.357910
	Iteration 5Q: 3 clusters Score -1532906 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1533026.750000 Penalty: 4617.357910
	Iteration 6Q: 3 clusters Score -1533027 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1533149.625000 Penalty: 4617.357910
	Iteration 7Q: 3 clusters Score -1533150 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1533296.500000 Penalty: 4617.357910
	Iteration 8Q: 3 clusters Score -1533296 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1533466.875000 Penalty: 4617.357910
	Iteration 9Q: 3 clusters Score -1533467 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1533678.750000 Penalty: 4617.357910
	Iteration 10Q: 3 clusters Score -1533679 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1533955.000000 Penalty: 4617.357910
	Iteration 11Q: 3 clusters Score -1533955 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1534270.375000 Penalty: 4617.357910
	Iteration 12Q: 3 clusters Score -1534270 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1534602.875000 Penalty: 4617.357910
	Iteration 13Q: 3 clusters Score -1534603 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1534910.875000 Penalty: 4617.357910
	Iteration 14Q: 3 clusters Score -1534911 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1535177.000000 Penalty: 4617.357910
	Iteration 15Q: 3 clusters Score -1535177 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1535414.750000 Penalty: 4617.357910
	Iteration 16Q: 3 clusters Score -1535415 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1535610.875000 Penalty: 4617.357910
	Iteration 17Q: 3 clusters Score -1535611 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1535788.500000 Penalty: 4617.357910
	Iteration 18Q: 3 clusters Score -1535788 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1535930.375000 Penalty: 4617.357910
	Iteration 19Q: 3 clusters Score -1535930 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1536048.750000 Penalty: 4617.357910
	Iteration 20F: 3 clusters Score -1536049 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1536124.625000 Penalty: 4617.357910
	Iteration 21Q: 3 clusters Score -1536125 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1536165.125000 Penalty: 4617.357910
	Iteration 22Q: 3 clusters Score -1536165 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1536193.000000 Penalty: 4617.357910
	Iteration 23Q: 3 clusters Score -1536193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1536202.625000 Penalty: 4617.357910
	Iteration 24Q: 3 clusters Score -1536203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1536205.250000 Penalty: 4617.357910
	Iteration 25Q: 3 clusters Score -1536205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1536214.250000 Penalty: 4617.357910
	Iteration 26Q: 3 clusters Score -1536214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1536216.375000 Penalty: 4617.357910
	Iteration 27Q: 3 clusters Score -1536216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1536217.875000 Penalty: 4617.357910
	Iteration 28Q: 3 clusters Score -1536218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1536217.500000 Penalty: 4617.357910
	Iteration 29Q: 3 clusters Score -1536218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1536221.125000 Penalty: 4617.357910
	Iteration 30Q: 3 clusters Score -1536221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1536224.750000 Penalty: 4617.357910
	Iteration 31Q: 3 clusters Score -1536225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1536230.250000 Penalty: 4617.357910
	Iteration 32Q: 3 clusters Score -1536230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1536235.000000 Penalty: 4617.357910
	Iteration 33Q: 3 clusters Score -1536235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1536239.000000 Penalty: 4617.357910
	Iteration 34Q: 3 clusters Score -1536239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1536244.250000 Penalty: 4617.357910
	Iteration 35Q: 3 clusters Score -1536244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1536243.875000 Penalty: 4617.357910
	Iteration 36Q: 3 clusters Score -1536244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1536246.250000 Penalty: 4617.357910
	Iteration 37Q: 3 clusters Score -1536246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1536244.500000 Penalty: 4617.357910
	Iteration 38Q: 3 clusters Score -1536244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1536244.500000 Penalty: 4617.357910
	Iteration 39F: 3 clusters Score -1536244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Entering Unmasked Estep 
Score: -1262446.500000 Penalty: 2267.496582
	Iteration 0F: 2 clusters Score -1262446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1255185.375000 Penalty: 4534.993164
	Iteration 0F: 3 clusters Score -1255185 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1257309.000000 Penalty: 4534.993164
	Iteration 1F: 3 clusters Score -1257309 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1257740.375000 Penalty: 4534.993164
	Iteration 2F: 3 clusters Score -1257740 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1258098.875000 Penalty: 4534.993164
	Iteration 3F: 3 clusters Score -1258099 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1258403.125000 Penalty: 4534.993164
	Iteration 4F: 3 clusters Score -1258403 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1258713.625000 Penalty: 4534.993164
	Iteration 5F: 3 clusters Score -1258714 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1259105.625000 Penalty: 4534.993164
	Iteration 6F: 3 clusters Score -1259106 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1259536.625000 Penalty: 4534.993164
	Iteration 7F: 3 clusters Score -1259537 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1259927.250000 Penalty: 4534.993164
	Iteration 8F: 3 clusters Score -1259927 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1260254.750000 Penalty: 4534.993164
	Iteration 9Q: 3 clusters Score -1260255 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1260506.875000 Penalty: 4534.993164
	Iteration 10Q: 3 clusters Score -1260507 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1260692.250000 Penalty: 4534.993164
	Iteration 11Q: 3 clusters Score -1260692 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1260826.500000 Penalty: 4534.993164
	Iteration 12Q: 3 clusters Score -1260826 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1260952.125000 Penalty: 4534.993164
	Iteration 13Q: 3 clusters Score -1260952 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1261069.000000 Penalty: 4534.993164
	Iteration 14Q: 3 clusters Score -1261069 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1261146.875000 Penalty: 4534.993164
	Iteration 15Q: 3 clusters Score -1261147 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1261217.500000 Penalty: 4534.993164
	Iteration 16Q: 3 clusters Score -1261218 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1261279.875000 Penalty: 4534.993164
	Iteration 17Q: 3 clusters Score -1261280 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1261320.250000 Penalty: 4534.993164
	Iteration 18Q: 3 clusters Score -1261320 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1261344.750000 Penalty: 4534.993164
	Iteration 19Q: 3 clusters Score -1261345 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1261377.500000 Penalty: 4534.993164
	Iteration 20F: 3 clusters Score -1261378 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1261411.250000 Penalty: 4534.993164
	Iteration 21Q: 3 clusters Score -1261411 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1261438.250000 Penalty: 4534.993164
	Iteration 22Q: 3 clusters Score -1261438 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1261465.125000 Penalty: 4534.993164
	Iteration 23Q: 3 clusters Score -1261465 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1261490.250000 Penalty: 4534.993164
	Iteration 24Q: 3 clusters Score -1261490 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1261507.875000 Penalty: 4534.993164
	Iteration 25Q: 3 clusters Score -1261508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1261535.250000 Penalty: 4534.993164
	Iteration 26Q: 3 clusters Score -1261535 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1261548.125000 Penalty: 4534.993164
	Iteration 27Q: 3 clusters Score -1261548 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1261568.000000 Penalty: 4534.993164
	Iteration 28Q: 3 clusters Score -1261568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1261594.375000 Penalty: 4534.993164
	Iteration 29Q: 3 clusters Score -1261594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1261599.250000 Penalty: 4534.993164
	Iteration 30Q: 3 clusters Score -1261599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1261611.125000 Penalty: 4534.993164
	Iteration 31Q: 3 clusters Score -1261611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1261611.875000 Penalty: 4534.993164
	Iteration 32Q: 3 clusters Score -1261612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1261622.875000 Penalty: 4534.993164
	Iteration 33Q: 3 clusters Score -1261623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1261632.125000 Penalty: 4534.993164
	Iteration 34Q: 3 clusters Score -1261632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1261634.625000 Penalty: 4534.993164
	Iteration 35Q: 3 clusters Score -1261635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1261641.375000 Penalty: 4534.993164
	Iteration 36Q: 3 clusters Score -1261641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1261644.375000 Penalty: 4534.993164
	Iteration 37Q: 3 clusters Score -1261644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1261649.750000 Penalty: 4534.993164
	Iteration 38Q: 3 clusters Score -1261650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1261652.750000 Penalty: 4534.993164
	Iteration 39Q: 3 clusters Score -1261653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1261661.750000 Penalty: 4534.993164
	Iteration 40F: 3 clusters Score -1261662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1261662.375000 Penalty: 4534.993164
	Iteration 41Q: 3 clusters Score -1261662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1261665.250000 Penalty: 4534.993164
	Iteration 42Q: 3 clusters Score -1261665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1261664.750000 Penalty: 4534.993164
	Iteration 43Q: 3 clusters Score -1261665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1261663.250000 Penalty: 4534.993164
	Iteration 44Q: 3 clusters Score -1261663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1261662.250000 Penalty: 4534.993164
	Iteration 45Q: 3 clusters Score -1261662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1261664.250000 Penalty: 4534.993164
	Iteration 46Q: 3 clusters Score -1261664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1261663.375000 Penalty: 4534.993164
	Iteration 47Q: 3 clusters Score -1261663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1261664.500000 Penalty: 4534.993164
	Iteration 48Q: 3 clusters Score -1261664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1261665.750000 Penalty: 4534.993164
	Iteration 49Q: 3 clusters Score -1261666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1261669.375000 Penalty: 4534.993164
	Iteration 50Q: 3 clusters Score -1261669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1261670.500000 Penalty: 4534.993164
	Iteration 51Q: 3 clusters Score -1261670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1261674.500000 Penalty: 4534.993164
	Iteration 52Q: 3 clusters Score -1261674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1261676.375000 Penalty: 4534.993164
	Iteration 53Q: 3 clusters Score -1261676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1261674.875000 Penalty: 4534.993164
	Iteration 54Q: 3 clusters Score -1261675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1261676.250000 Penalty: 4534.993164
	Iteration 55Q: 3 clusters Score -1261676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1261675.250000 Penalty: 4534.993164
	Iteration 56Q: 3 clusters Score -1261675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1261679.250000 Penalty: 4534.993164
	Iteration 57Q: 3 clusters Score -1261679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1261678.875000 Penalty: 4534.993164
	Iteration 58Q: 3 clusters Score -1261679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1261680.250000 Penalty: 4534.993164
	Iteration 59Q: 3 clusters Score -1261680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1261679.375000 Penalty: 4534.993164
	Iteration 60F: 3 clusters Score -1261679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1261680.375000 Penalty: 4534.993164
	Iteration 61Q: 3 clusters Score -1261680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1261679.625000 Penalty: 4534.993164
	Iteration 62Q: 3 clusters Score -1261680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1261683.250000 Penalty: 4534.993164
	Iteration 63Q: 3 clusters Score -1261683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1261684.500000 Penalty: 4534.993164
	Iteration 64Q: 3 clusters Score -1261684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1261684.875000 Penalty: 4534.993164
	Iteration 65Q: 3 clusters Score -1261685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1261684.875000 Penalty: 4534.993164
	Iteration 66F: 3 clusters Score -1261685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Entering Unmasked Estep 
Score: -1247705.875000 Penalty: 2261.129395
	Iteration 0F: 2 clusters Score -1247706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1240611.375000 Penalty: 4522.258789
	Iteration 0F: 3 clusters Score -1240611 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1242667.375000 Penalty: 4522.258789
	Iteration 1F: 3 clusters Score -1242667 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1242952.375000 Penalty: 4522.258789
	Iteration 2F: 3 clusters Score -1242952 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1243145.500000 Penalty: 4522.258789
	Iteration 3Q: 3 clusters Score -1243146 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1243307.250000 Penalty: 4522.258789
	Iteration 4Q: 3 clusters Score -1243307 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1243479.125000 Penalty: 4522.258789
	Iteration 5Q: 3 clusters Score -1243479 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1243635.625000 Penalty: 4522.258789
	Iteration 6Q: 3 clusters Score -1243636 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1243796.000000 Penalty: 4522.258789
	Iteration 7Q: 3 clusters Score -1243796 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1243984.250000 Penalty: 4522.258789
	Iteration 8Q: 3 clusters Score -1243984 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1244196.500000 Penalty: 4522.258789
	Iteration 9Q: 3 clusters Score -1244196 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1244435.125000 Penalty: 4522.258789
	Iteration 10Q: 3 clusters Score -1244435 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1244666.625000 Penalty: 4522.258789
	Iteration 11Q: 3 clusters Score -1244667 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1244873.500000 Penalty: 4522.258789
	Iteration 12Q: 3 clusters Score -1244874 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1245063.000000 Penalty: 4522.258789
	Iteration 13Q: 3 clusters Score -1245063 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1245248.750000 Penalty: 4522.258789
	Iteration 14Q: 3 clusters Score -1245249 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1245403.500000 Penalty: 4522.258789
	Iteration 15Q: 3 clusters Score -1245404 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1245533.000000 Penalty: 4522.258789
	Iteration 16Q: 3 clusters Score -1245533 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1245640.375000 Penalty: 4522.258789
	Iteration 17Q: 3 clusters Score -1245640 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1245726.250000 Penalty: 4522.258789
	Iteration 18Q: 3 clusters Score -1245726 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1245783.125000 Penalty: 4522.258789
	Iteration 19Q: 3 clusters Score -1245783 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1245833.875000 Penalty: 4522.258789
	Iteration 20F: 3 clusters Score -1245834 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1245875.000000 Penalty: 4522.258789
	Iteration 21Q: 3 clusters Score -1245875 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1245910.875000 Penalty: 4522.258789
	Iteration 22Q: 3 clusters Score -1245911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1245928.000000 Penalty: 4522.258789
	Iteration 23Q: 3 clusters Score -1245928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1245935.125000 Penalty: 4522.258789
	Iteration 24Q: 3 clusters Score -1245935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1245941.125000 Penalty: 4522.258789
	Iteration 25Q: 3 clusters Score -1245941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1245946.125000 Penalty: 4522.258789
	Iteration 26Q: 3 clusters Score -1245946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1245944.500000 Penalty: 4522.258789
	Iteration 27Q: 3 clusters Score -1245944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1245945.250000 Penalty: 4522.258789
	Iteration 28Q: 3 clusters Score -1245945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1245944.625000 Penalty: 4522.258789
	Iteration 29Q: 3 clusters Score -1245945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1245944.625000 Penalty: 4522.258789
	Iteration 30F: 3 clusters Score -1245945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Entering Unmasked Estep 
Score: -3379659.750000 Penalty: 2508.601318
	Iteration 0F: 2 clusters Score -3379660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -3362566.000000 Penalty: 5017.202637
	Iteration 0F: 3 clusters Score -3362566 nChanged 11084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -3368529.500000 Penalty: 5017.202637
	Iteration 1F: 3 clusters Score -3368530 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -3368887.000000 Penalty: 5017.202637
	Iteration 2Q: 3 clusters Score -3368887 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -3369244.250000 Penalty: 5017.202637
	Iteration 3Q: 3 clusters Score -3369244 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -3369591.250000 Penalty: 5017.202637
	Iteration 4Q: 3 clusters Score -3369591 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -3369987.500000 Penalty: 5017.202637
	Iteration 5Q: 3 clusters Score -3369988 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -3370539.000000 Penalty: 5017.202637
	Iteration 6Q: 3 clusters Score -3370539 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -3371289.750000 Penalty: 5017.202637
	Iteration 7F: 3 clusters Score -3371290 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -3372291.750000 Penalty: 5017.202637
	Iteration 8F: 3 clusters Score -3372292 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -3373495.250000 Penalty: 5017.202637
	Iteration 9F: 3 clusters Score -3373495 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -3374695.500000 Penalty: 5017.202637
	Iteration 10F: 3 clusters Score -3374696 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -3375697.750000 Penalty: 5017.202637
	Iteration 11F: 3 clusters Score -3375698 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -3376538.750000 Penalty: 5017.202637
	Iteration 12Q: 3 clusters Score -3376539 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -3377389.250000 Penalty: 5017.202637
	Iteration 13Q: 3 clusters Score -3377389 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -3378223.750000 Penalty: 5017.202637
	Iteration 14Q: 3 clusters Score -3378224 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -3378814.000000 Penalty: 5017.202637
	Iteration 15Q: 3 clusters Score -3378814 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -3379091.250000 Penalty: 5017.202637
	Iteration 16Q: 3 clusters Score -3379091 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -3379235.000000 Penalty: 5017.202637
	Iteration 17Q: 3 clusters Score -3379235 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -3379319.500000 Penalty: 5017.202637
	Iteration 18Q: 3 clusters Score -3379320 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -3379355.250000 Penalty: 5017.202637
	Iteration 19Q: 3 clusters Score -3379355 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -3379384.750000 Penalty: 5017.202637
	Iteration 20F: 3 clusters Score -3379385 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -3379402.250000 Penalty: 5017.202637
	Iteration 21Q: 3 clusters Score -3379402 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -3379416.250000 Penalty: 5017.202637
	Iteration 22Q: 3 clusters Score -3379416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -3379415.750000 Penalty: 5017.202637
	Iteration 23Q: 3 clusters Score -3379416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -3379422.000000 Penalty: 5017.202637
	Iteration 24Q: 3 clusters Score -3379422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -3379418.750000 Penalty: 5017.202637
	Iteration 25Q: 3 clusters Score -3379419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -3379426.750000 Penalty: 5017.202637
	Iteration 26Q: 3 clusters Score -3379427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -3379430.500000 Penalty: 5017.202637
	Iteration 27Q: 3 clusters Score -3379430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -3379430.500000 Penalty: 5017.202637
	Iteration 28Q: 3 clusters Score -3379430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -3379436.500000 Penalty: 5017.202637
	Iteration 29Q: 3 clusters Score -3379436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -3379431.000000 Penalty: 5017.202637
	Iteration 30Q: 3 clusters Score -3379431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -3379432.000000 Penalty: 5017.202637
	Iteration 31Q: 3 clusters Score -3379432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -3379433.000000 Penalty: 5017.202637
	Iteration 32Q: 3 clusters Score -3379433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -3379434.750000 Penalty: 5017.202637
	Iteration 33Q: 3 clusters Score -3379435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -3379434.000000 Penalty: 5017.202637
	Iteration 34Q: 3 clusters Score -3379434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -3379437.250000 Penalty: 5017.202637
	Iteration 35Q: 3 clusters Score -3379437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -3379434.750000 Penalty: 5017.202637
	Iteration 36Q: 3 clusters Score -3379435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -3379432.750000 Penalty: 5017.202637
	Iteration 37Q: 3 clusters Score -3379433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -3379431.250000 Penalty: 5017.202637
	Iteration 38Q: 3 clusters Score -3379431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -3379433.750000 Penalty: 5017.202637
	Iteration 39Q: 3 clusters Score -3379434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -3379433.750000 Penalty: 5017.202637
	Iteration 40F: 3 clusters Score -3379434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Entering Unmasked Estep 
Score: -395470.968750 Penalty: 1985.248291
	Iteration 0F: 2 clusters Score -395471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -392216.687500 Penalty: 3970.496582
	Iteration 0F: 3 clusters Score -392216.7 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -392907.062500 Penalty: 3970.496582
	Iteration 1F: 3 clusters Score -392907.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -393140.875000 Penalty: 3970.496582
	Iteration 2F: 3 clusters Score -393140.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -393344.937500 Penalty: 3970.496582
	Iteration 3F: 3 clusters Score -393344.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -393516.281250 Penalty: 3970.496582
	Iteration 4F: 3 clusters Score -393516.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -393630.406250 Penalty: 3970.496582
	Iteration 5Q: 3 clusters Score -393630.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -393743.406250 Penalty: 3970.496582
	Iteration 6Q: 3 clusters Score -393743.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -393824.375000 Penalty: 3970.496582
	Iteration 7Q: 3 clusters Score -393824.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -393871.281250 Penalty: 3970.496582
	Iteration 8Q: 3 clusters Score -393871.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -393910.843750 Penalty: 3970.496582
	Iteration 9Q: 3 clusters Score -393910.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -393945.218750 Penalty: 3970.496582
	Iteration 10Q: 3 clusters Score -393945.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -393969.375000 Penalty: 3970.496582
	Iteration 11Q: 3 clusters Score -393969.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -393986.125000 Penalty: 3970.496582
	Iteration 12Q: 3 clusters Score -393986.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -394002.562500 Penalty: 3970.496582
	Iteration 13Q: 3 clusters Score -394002.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -394017.812500 Penalty: 3970.496582
	Iteration 14Q: 3 clusters Score -394017.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -394031.218750 Penalty: 3970.496582
	Iteration 15Q: 3 clusters Score -394031.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -394045.687500 Penalty: 3970.496582
	Iteration 16Q: 3 clusters Score -394045.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -394060.562500 Penalty: 3970.496582
	Iteration 17Q: 3 clusters Score -394060.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -394071.406250 Penalty: 3970.496582
	Iteration 18Q: 3 clusters Score -394071.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -394076.593750 Penalty: 3970.496582
	Iteration 19Q: 3 clusters Score -394076.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -394082.093750 Penalty: 3970.496582
	Iteration 20F: 3 clusters Score -394082.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -394084.343750 Penalty: 3970.496582
	Iteration 21Q: 3 clusters Score -394084.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -394091.093750 Penalty: 3970.496582
	Iteration 22Q: 3 clusters Score -394091.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -394100.593750 Penalty: 3970.496582
	Iteration 23Q: 3 clusters Score -394100.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -394104.281250 Penalty: 3970.496582
	Iteration 24Q: 3 clusters Score -394104.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -394109.250000 Penalty: 3970.496582
	Iteration 25Q: 3 clusters Score -394109.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -394115.093750 Penalty: 3970.496582
	Iteration 26Q: 3 clusters Score -394115.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -394119.062500 Penalty: 3970.496582
	Iteration 27Q: 3 clusters Score -394119.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -394124.500000 Penalty: 3970.496582
	Iteration 28Q: 3 clusters Score -394124.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -394128.625000 Penalty: 3970.496582
	Iteration 29Q: 3 clusters Score -394128.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -394133.531250 Penalty: 3970.496582
	Iteration 30Q: 3 clusters Score -394133.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -394134.593750 Penalty: 3970.496582
	Iteration 31Q: 3 clusters Score -394134.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -394136.156250 Penalty: 3970.496582
	Iteration 32Q: 3 clusters Score -394136.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -394137.437500 Penalty: 3970.496582
	Iteration 33Q: 3 clusters Score -394137.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -394138.062500 Penalty: 3970.496582
	Iteration 34Q: 3 clusters Score -394138.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -394138.062500 Penalty: 3970.496582
	Iteration 35F: 3 clusters Score -394138.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (136621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136621 members 
Entering Unmasked Estep 
Score: -18911870.000000 Penalty: 2932.591553
	Iteration 0F: 2 clusters Score -1.891187e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68131 members 
Mstep: Class 2 contains 68490 members 
Entering Unmasked Estep 
Score: -18821756.000000 Penalty: 5865.183105
	Iteration 0F: 3 clusters Score -1.882176e+07 nChanged 65304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65879 members 
Mstep: Class 2 contains 70742 members 
Entering Unmasked Estep 
Score: -18859336.000000 Penalty: 5865.183105
	Iteration 1F: 3 clusters Score -1.885934e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64482 members 
Mstep: Class 2 contains 72139 members 
Entering Unmasked Estep 
Score: -18860144.000000 Penalty: 5865.183105
	Iteration 2Q: 3 clusters Score -1.886014e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62228 members 
Mstep: Class 2 contains 74393 members 
Entering Unmasked Estep 
Score: -18861256.000000 Penalty: 5865.183105
	Iteration 3Q: 3 clusters Score -1.886126e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58939 members 
Mstep: Class 2 contains 77682 members 
Entering Unmasked Estep 
Score: -18862770.000000 Penalty: 5865.183105
	Iteration 4Q: 3 clusters Score -1.886277e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 82511 members 
Entering Unmasked Estep 
Score: -18865210.000000 Penalty: 5865.183105
	Iteration 5Q: 3 clusters Score -1.886521e+07 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 89538 members 
Entering Unmasked Estep 
Score: -18869484.000000 Penalty: 5865.183105
	Iteration 6F: 3 clusters Score -1.886948e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 98981 members 
Entering Unmasked Estep 
Score: -18876726.000000 Penalty: 5865.183105
	Iteration 7F: 3 clusters Score -1.887673e+07 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 109802 members 
Entering Unmasked Estep 
Score: -18886162.000000 Penalty: 5865.183105
	Iteration 8F: 3 clusters Score -1.888616e+07 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 119972 members 
Entering Unmasked Estep 
Score: -18895580.000000 Penalty: 5865.183105
	Iteration 9F: 3 clusters Score -1.889558e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 127296 members 
Entering Unmasked Estep 
Score: -18902360.000000 Penalty: 5865.183105
	Iteration 10F: 3 clusters Score -1.890236e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 131408 members 
Entering Unmasked Estep 
Score: -18905880.000000 Penalty: 5865.183105
	Iteration 11Q: 3 clusters Score -1.890588e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 133509 members 
Entering Unmasked Estep 
Score: -18907602.000000 Penalty: 5865.183105
	Iteration 12Q: 3 clusters Score -1.89076e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 134568 members 
Entering Unmasked Estep 
Score: -18908296.000000 Penalty: 5865.183105
	Iteration 13Q: 3 clusters Score -1.89083e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 135141 members 
Entering Unmasked Estep 
Score: -18908738.000000 Penalty: 5865.183105
	Iteration 14Q: 3 clusters Score -1.890874e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 135456 members 
Entering Unmasked Estep 
Score: -18909002.000000 Penalty: 5865.183105
	Iteration 15Q: 3 clusters Score -1.8909e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 135642 members 
Entering Unmasked Estep 
Score: -18909124.000000 Penalty: 5865.183105
	Iteration 16Q: 3 clusters Score -1.890912e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 135758 members 
Entering Unmasked Estep 
Score: -18909180.000000 Penalty: 5865.183105
	Iteration 17Q: 3 clusters Score -1.890918e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 135829 members 
Entering Unmasked Estep 
Score: -18909256.000000 Penalty: 5865.183105
	Iteration 18Q: 3 clusters Score -1.890926e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 135892 members 
Entering Unmasked Estep 
Score: -18909292.000000 Penalty: 5865.183105
	Iteration 19Q: 3 clusters Score -1.890929e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 135924 members 
Entering Unmasked Estep 
Score: -18909330.000000 Penalty: 5865.183105
	Iteration 20F: 3 clusters Score -1.890933e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 135947 members 
Entering Unmasked Estep 
Score: -18909348.000000 Penalty: 5865.183105
	Iteration 21Q: 3 clusters Score -1.890935e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 135967 members 
Entering Unmasked Estep 
Score: -18909370.000000 Penalty: 5865.183105
	Iteration 22Q: 3 clusters Score -1.890937e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 135991 members 
Entering Unmasked Estep 
Score: -18909378.000000 Penalty: 5865.183105
	Iteration 23Q: 3 clusters Score -1.890938e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 136010 members 
Entering Unmasked Estep 
Score: -18909392.000000 Penalty: 5865.183105
	Iteration 24Q: 3 clusters Score -1.890939e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 136025 members 
Entering Unmasked Estep 
Score: -18909420.000000 Penalty: 5865.183105
	Iteration 25Q: 3 clusters Score -1.890942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 136030 members 
Entering Unmasked Estep 
Score: -18909408.000000 Penalty: 5865.183105
	Iteration 26Q: 3 clusters Score -1.890941e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 136041 members 
Entering Unmasked Estep 
Score: -18909428.000000 Penalty: 5865.183105
	Iteration 27Q: 3 clusters Score -1.890943e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 136050 members 
Entering Unmasked Estep 
Score: -18909432.000000 Penalty: 5865.183105
	Iteration 28Q: 3 clusters Score -1.890943e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 136066 members 
Entering Unmasked Estep 
Score: -18909440.000000 Penalty: 5865.183105
	Iteration 29Q: 3 clusters Score -1.890944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 136072 members 
Entering Unmasked Estep 
Score: -18909426.000000 Penalty: 5865.183105
	Iteration 30Q: 3 clusters Score -1.890943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 136077 members 
Entering Unmasked Estep 
Score: -18909450.000000 Penalty: 5865.183105
	Iteration 31Q: 3 clusters Score -1.890945e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 136079 members 
Entering Unmasked Estep 
Score: -18909450.000000 Penalty: 5865.183105
	Iteration 32Q: 3 clusters Score -1.890945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 136081 members 
Entering Unmasked Estep 
Score: -18909448.000000 Penalty: 5865.183105
	Iteration 33Q: 3 clusters Score -1.890945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 136081 members 
Entering Unmasked Estep 
Score: -18909444.000000 Penalty: 5865.183105
	Iteration 34Q: 3 clusters Score -1.890944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 136083 members 
Entering Unmasked Estep 
Score: -18909454.000000 Penalty: 5865.183105
	Iteration 35Q: 3 clusters Score -1.890945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 136084 members 
Entering Unmasked Estep 
Score: -18909454.000000 Penalty: 5865.183105
	Iteration 36Q: 3 clusters Score -1.890945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 136087 members 
Entering Unmasked Estep 
Score: -18909444.000000 Penalty: 5865.183105
	Iteration 37Q: 3 clusters Score -1.890944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 136089 members 
Entering Unmasked Estep 
Score: -18909450.000000 Penalty: 5865.183105
	Iteration 38Q: 3 clusters Score -1.890945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 136090 members 
Entering Unmasked Estep 
Score: -18909446.000000 Penalty: 5865.183105
	Iteration 39Q: 3 clusters Score -1.890945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 136090 members 
Entering Unmasked Estep 
Score: -18909446.000000 Penalty: 5865.183105
	Iteration 40F: 3 clusters Score -1.890945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (149500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149500 members 
Entering Unmasked Estep 
Score: -20808720.000000 Penalty: 2954.932861
	Iteration 0F: 2 clusters Score -2.080872e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74749 members 
Mstep: Class 2 contains 74751 members 
Entering Unmasked Estep 
Score: -20714102.000000 Penalty: 5909.865723
	Iteration 0F: 3 clusters Score -2.07141e+07 nChanged 71463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74742 members 
Mstep: Class 2 contains 74758 members 
Entering Unmasked Estep 
Score: -20755122.000000 Penalty: 5909.865723
	Iteration 1F: 3 clusters Score -2.075512e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74871 members 
Mstep: Class 2 contains 74629 members 
Entering Unmasked Estep 
Score: -20755846.000000 Penalty: 5909.865723
	Iteration 2Q: 3 clusters Score -2.075585e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75166 members 
Mstep: Class 2 contains 74334 members 
Entering Unmasked Estep 
Score: -20756548.000000 Penalty: 5909.865723
	Iteration 3Q: 3 clusters Score -2.075655e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75648 members 
Mstep: Class 2 contains 73852 members 
Entering Unmasked Estep 
Score: -20757688.000000 Penalty: 5909.865723
	Iteration 4Q: 3 clusters Score -2.075769e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76465 members 
Mstep: Class 2 contains 73035 members 
Entering Unmasked Estep 
Score: -20759018.000000 Penalty: 5909.865723
	Iteration 5Q: 3 clusters Score -2.075902e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77864 members 
Mstep: Class 2 contains 71636 members 
Entering Unmasked Estep 
Score: -20761352.000000 Penalty: 5909.865723
	Iteration 6Q: 3 clusters Score -2.076135e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80098 members 
Mstep: Class 2 contains 69402 members 
Entering Unmasked Estep 
Score: -20764808.000000 Penalty: 5909.865723
	Iteration 7Q: 3 clusters Score -2.076481e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83368 members 
Mstep: Class 2 contains 66132 members 
Entering Unmasked Estep 
Score: -20769308.000000 Penalty: 5909.865723
	Iteration 8F: 3 clusters Score -2.076931e+07 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87841 members 
Mstep: Class 2 contains 61659 members 
Entering Unmasked Estep 
Score: -20776084.000000 Penalty: 5909.865723
	Iteration 9F: 3 clusters Score -2.077608e+07 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92806 members 
Mstep: Class 2 contains 56694 members 
Entering Unmasked Estep 
Score: -20784140.000000 Penalty: 5909.865723
	Iteration 10F: 3 clusters Score -2.078414e+07 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97183 members 
Mstep: Class 2 contains 52317 members 
Entering Unmasked Estep 
Score: -20790852.000000 Penalty: 5909.865723
	Iteration 11F: 3 clusters Score -2.079085e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100409 members 
Mstep: Class 2 contains 49091 members 
Entering Unmasked Estep 
Score: -20794786.000000 Penalty: 5909.865723
	Iteration 12Q: 3 clusters Score -2.079479e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103129 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -20796572.000000 Penalty: 5909.865723
	Iteration 13Q: 3 clusters Score -2.079657e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105733 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -20797762.000000 Penalty: 5909.865723
	Iteration 14Q: 3 clusters Score -2.079776e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108339 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -20798736.000000 Penalty: 5909.865723
	Iteration 15Q: 3 clusters Score -2.079874e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111056 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -20800006.000000 Penalty: 5909.865723
	Iteration 16Q: 3 clusters Score -2.080001e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113849 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -20801088.000000 Penalty: 5909.865723
	Iteration 17Q: 3 clusters Score -2.080109e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116627 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -20801908.000000 Penalty: 5909.865723
	Iteration 18Q: 3 clusters Score -2.080191e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119227 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -20802622.000000 Penalty: 5909.865723
	Iteration 19Q: 3 clusters Score -2.080262e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121812 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -20803114.000000 Penalty: 5909.865723
	Iteration 20F: 3 clusters Score -2.080311e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124248 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -20803612.000000 Penalty: 5909.865723
	Iteration 21Q: 3 clusters Score -2.080361e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126504 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -20804108.000000 Penalty: 5909.865723
	Iteration 22Q: 3 clusters Score -2.080411e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128561 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -20804576.000000 Penalty: 5909.865723
	Iteration 23Q: 3 clusters Score -2.080458e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130490 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -20804984.000000 Penalty: 5909.865723
	Iteration 24Q: 3 clusters Score -2.080498e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132292 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -20805300.000000 Penalty: 5909.865723
	Iteration 25Q: 3 clusters Score -2.08053e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134036 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -20805706.000000 Penalty: 5909.865723
	Iteration 26Q: 3 clusters Score -2.080571e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135565 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -20805886.000000 Penalty: 5909.865723
	Iteration 27Q: 3 clusters Score -2.080589e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136897 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -20805996.000000 Penalty: 5909.865723
	Iteration 28Q: 3 clusters Score -2.0806e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138058 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -20806196.000000 Penalty: 5909.865723
	Iteration 29Q: 3 clusters Score -2.08062e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139134 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -20806328.000000 Penalty: 5909.865723
	Iteration 30Q: 3 clusters Score -2.080633e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140047 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -20806320.000000 Penalty: 5909.865723
	Iteration 31Q: 3 clusters Score -2.080632e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140888 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -20806434.000000 Penalty: 5909.865723
	Iteration 32Q: 3 clusters Score -2.080643e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141677 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -20806590.000000 Penalty: 5909.865723
	Iteration 33Q: 3 clusters Score -2.080659e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142383 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -20806690.000000 Penalty: 5909.865723
	Iteration 34Q: 3 clusters Score -2.080669e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143011 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -20806860.000000 Penalty: 5909.865723
	Iteration 35Q: 3 clusters Score -2.080686e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143509 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -20806874.000000 Penalty: 5909.865723
	Iteration 36Q: 3 clusters Score -2.080687e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143956 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -20806948.000000 Penalty: 5909.865723
	Iteration 37Q: 3 clusters Score -2.080695e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144327 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -20807022.000000 Penalty: 5909.865723
	Iteration 38Q: 3 clusters Score -2.080702e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144633 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -20807046.000000 Penalty: 5909.865723
	Iteration 39Q: 3 clusters Score -2.080705e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144919 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -20807022.000000 Penalty: 5909.865723
	Iteration 40F: 3 clusters Score -2.080702e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145171 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -20807010.000000 Penalty: 5909.865723
	Iteration 41Q: 3 clusters Score -2.080701e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145372 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -20807026.000000 Penalty: 5909.865723
	Iteration 42Q: 3 clusters Score -2.080703e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145565 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -20806986.000000 Penalty: 5909.865723
	Iteration 43Q: 3 clusters Score -2.080699e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145747 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -20806954.000000 Penalty: 5909.865723
	Iteration 44Q: 3 clusters Score -2.080695e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145896 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -20806948.000000 Penalty: 5909.865723
	Iteration 45Q: 3 clusters Score -2.080695e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146026 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -20806982.000000 Penalty: 5909.865723
	Iteration 46Q: 3 clusters Score -2.080698e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146136 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -20807012.000000 Penalty: 5909.865723
	Iteration 47Q: 3 clusters Score -2.080701e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146240 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -20807020.000000 Penalty: 5909.865723
	Iteration 48Q: 3 clusters Score -2.080702e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146345 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -20806994.000000 Penalty: 5909.865723
	Iteration 49Q: 3 clusters Score -2.080699e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146424 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -20807014.000000 Penalty: 5909.865723
	Iteration 50Q: 3 clusters Score -2.080701e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146514 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -20806966.000000 Penalty: 5909.865723
	Iteration 51Q: 3 clusters Score -2.080697e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146594 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -20806970.000000 Penalty: 5909.865723
	Iteration 52Q: 3 clusters Score -2.080697e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146674 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -20806988.000000 Penalty: 5909.865723
	Iteration 53Q: 3 clusters Score -2.080699e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146747 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -20806998.000000 Penalty: 5909.865723
	Iteration 54Q: 3 clusters Score -2.0807e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146810 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -20806990.000000 Penalty: 5909.865723
	Iteration 55Q: 3 clusters Score -2.080699e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146878 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -20807018.000000 Penalty: 5909.865723
	Iteration 56Q: 3 clusters Score -2.080702e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146936 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -20807058.000000 Penalty: 5909.865723
	Iteration 57Q: 3 clusters Score -2.080706e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146991 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -20807064.000000 Penalty: 5909.865723
	Iteration 58Q: 3 clusters Score -2.080706e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147034 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -20807066.000000 Penalty: 5909.865723
	Iteration 59Q: 3 clusters Score -2.080707e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147073 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -20807054.000000 Penalty: 5909.865723
	Iteration 60F: 3 clusters Score -2.080705e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147112 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -20807036.000000 Penalty: 5909.865723
	Iteration 61Q: 3 clusters Score -2.080704e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147148 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -20807030.000000 Penalty: 5909.865723
	Iteration 62Q: 3 clusters Score -2.080703e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147186 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -20807050.000000 Penalty: 5909.865723
	Iteration 63Q: 3 clusters Score -2.080705e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147217 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -20807040.000000 Penalty: 5909.865723
	Iteration 64Q: 3 clusters Score -2.080704e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147246 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -20807064.000000 Penalty: 5909.865723
	Iteration 65Q: 3 clusters Score -2.080706e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147277 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -20807064.000000 Penalty: 5909.865723
	Iteration 66Q: 3 clusters Score -2.080706e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147312 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -20807078.000000 Penalty: 5909.865723
	Iteration 67Q: 3 clusters Score -2.080708e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147333 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -20807072.000000 Penalty: 5909.865723
	Iteration 68Q: 3 clusters Score -2.080707e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147355 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -20807076.000000 Penalty: 5909.865723
	Iteration 69Q: 3 clusters Score -2.080708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147367 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -20807080.000000 Penalty: 5909.865723
	Iteration 70Q: 3 clusters Score -2.080708e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147381 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -20807074.000000 Penalty: 5909.865723
	Iteration 71Q: 3 clusters Score -2.080707e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147397 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -20807078.000000 Penalty: 5909.865723
	Iteration 72Q: 3 clusters Score -2.080708e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147414 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -20807088.000000 Penalty: 5909.865723
	Iteration 73Q: 3 clusters Score -2.080709e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147432 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -20807100.000000 Penalty: 5909.865723
	Iteration 74Q: 3 clusters Score -2.08071e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147450 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -20807068.000000 Penalty: 5909.865723
	Iteration 75Q: 3 clusters Score -2.080707e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147471 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -20807066.000000 Penalty: 5909.865723
	Iteration 76Q: 3 clusters Score -2.080707e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147483 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -20807052.000000 Penalty: 5909.865723
	Iteration 77Q: 3 clusters Score -2.080705e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147497 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -20807048.000000 Penalty: 5909.865723
	Iteration 78Q: 3 clusters Score -2.080705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147508 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -20807052.000000 Penalty: 5909.865723
	Iteration 79Q: 3 clusters Score -2.080705e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147520 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -20807078.000000 Penalty: 5909.865723
	Iteration 80F: 3 clusters Score -2.080708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147529 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -20807092.000000 Penalty: 5909.865723
	Iteration 81Q: 3 clusters Score -2.080709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147534 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -20807088.000000 Penalty: 5909.865723
	Iteration 82Q: 3 clusters Score -2.080709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147536 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -20807104.000000 Penalty: 5909.865723
	Iteration 83Q: 3 clusters Score -2.08071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147539 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -20807104.000000 Penalty: 5909.865723
	Iteration 84Q: 3 clusters Score -2.08071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147543 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -20807112.000000 Penalty: 5909.865723
	Iteration 85Q: 3 clusters Score -2.080711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147544 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -20807100.000000 Penalty: 5909.865723
	Iteration 86Q: 3 clusters Score -2.08071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147545 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -20807100.000000 Penalty: 5909.865723
	Iteration 87Q: 3 clusters Score -2.08071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147548 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -20807108.000000 Penalty: 5909.865723
	Iteration 88Q: 3 clusters Score -2.080711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147550 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -20807116.000000 Penalty: 5909.865723
	Iteration 89Q: 3 clusters Score -2.080712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147556 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -20807082.000000 Penalty: 5909.865723
	Iteration 90Q: 3 clusters Score -2.080708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147559 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -20807090.000000 Penalty: 5909.865723
	Iteration 91Q: 3 clusters Score -2.080709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147563 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -20807090.000000 Penalty: 5909.865723
	Iteration 92Q: 3 clusters Score -2.080709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147567 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -20807102.000000 Penalty: 5909.865723
	Iteration 93Q: 3 clusters Score -2.08071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147571 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -20807090.000000 Penalty: 5909.865723
	Iteration 94Q: 3 clusters Score -2.080709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147576 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -20807088.000000 Penalty: 5909.865723
	Iteration 95Q: 3 clusters Score -2.080709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147583 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -20807104.000000 Penalty: 5909.865723
	Iteration 96Q: 3 clusters Score -2.08071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147588 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -20807104.000000 Penalty: 5909.865723
	Iteration 97Q: 3 clusters Score -2.08071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147595 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -20807110.000000 Penalty: 5909.865723
	Iteration 98Q: 3 clusters Score -2.080711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147601 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -20807108.000000 Penalty: 5909.865723
	Iteration 99Q: 3 clusters Score -2.080711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147602 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -20807094.000000 Penalty: 5909.865723
	Iteration 100F: 3 clusters Score -2.080709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147605 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -20807092.000000 Penalty: 5909.865723
	Iteration 101Q: 3 clusters Score -2.080709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147610 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -20807092.000000 Penalty: 5909.865723
	Iteration 102Q: 3 clusters Score -2.080709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147615 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -20807094.000000 Penalty: 5909.865723
	Iteration 103Q: 3 clusters Score -2.080709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147619 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -20807084.000000 Penalty: 5909.865723
	Iteration 104Q: 3 clusters Score -2.080708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147626 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -20807090.000000 Penalty: 5909.865723
	Iteration 105Q: 3 clusters Score -2.080709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147629 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -20807078.000000 Penalty: 5909.865723
	Iteration 106Q: 3 clusters Score -2.080708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147632 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -20807082.000000 Penalty: 5909.865723
	Iteration 107Q: 3 clusters Score -2.080708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147636 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -20807076.000000 Penalty: 5909.865723
	Iteration 108Q: 3 clusters Score -2.080708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147638 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -20807064.000000 Penalty: 5909.865723
	Iteration 109Q: 3 clusters Score -2.080706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147640 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -20807070.000000 Penalty: 5909.865723
	Iteration 110Q: 3 clusters Score -2.080707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147646 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -20807070.000000 Penalty: 5909.865723
	Iteration 111Q: 3 clusters Score -2.080707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147648 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -20807066.000000 Penalty: 5909.865723
	Iteration 112Q: 3 clusters Score -2.080707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147649 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -20807072.000000 Penalty: 5909.865723
	Iteration 113Q: 3 clusters Score -2.080707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147652 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -20807056.000000 Penalty: 5909.865723
	Iteration 114Q: 3 clusters Score -2.080706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147653 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -20807058.000000 Penalty: 5909.865723
	Iteration 115Q: 3 clusters Score -2.080706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147654 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -20807060.000000 Penalty: 5909.865723
	Iteration 116Q: 3 clusters Score -2.080706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147655 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -20807062.000000 Penalty: 5909.865723
	Iteration 117Q: 3 clusters Score -2.080706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147655 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -20807062.000000 Penalty: 5909.865723
	Iteration 118F: 3 clusters Score -2.080706e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Entering Unmasked Estep 
Score: -4258913.000000 Penalty: 2559.807129
	Iteration 0F: 2 clusters Score -4258913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -4238281.500000 Penalty: 5119.614258
	Iteration 0F: 3 clusters Score -4238282 nChanged 13578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -4245625.500000 Penalty: 5119.614258
	Iteration 1F: 3 clusters Score -4245626 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -4246249.500000 Penalty: 5119.614258
	Iteration 2F: 3 clusters Score -4246250 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -4246951.000000 Penalty: 5119.614258
	Iteration 3F: 3 clusters Score -4246951 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -4247931.000000 Penalty: 5119.614258
	Iteration 4F: 3 clusters Score -4247931 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -4249174.500000 Penalty: 5119.614258
	Iteration 5F: 3 clusters Score -4249174 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -4250826.000000 Penalty: 5119.614258
	Iteration 6F: 3 clusters Score -4250826 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -4252686.000000 Penalty: 5119.614258
	Iteration 7F: 3 clusters Score -4252686 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -4254308.500000 Penalty: 5119.614258
	Iteration 8F: 3 clusters Score -4254308 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -4255344.000000 Penalty: 5119.614258
	Iteration 9Q: 3 clusters Score -4255344 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -4255884.000000 Penalty: 5119.614258
	Iteration 10Q: 3 clusters Score -4255884 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -4256110.000000 Penalty: 5119.614258
	Iteration 11Q: 3 clusters Score -4256110 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -4256227.500000 Penalty: 5119.614258
	Iteration 12Q: 3 clusters Score -4256228 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -4256308.500000 Penalty: 5119.614258
	Iteration 13Q: 3 clusters Score -4256308 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -4256375.000000 Penalty: 5119.614258
	Iteration 14Q: 3 clusters Score -4256375 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -4256425.500000 Penalty: 5119.614258
	Iteration 15Q: 3 clusters Score -4256426 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -4256453.500000 Penalty: 5119.614258
	Iteration 16Q: 3 clusters Score -4256454 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -4256478.500000 Penalty: 5119.614258
	Iteration 17Q: 3 clusters Score -4256478 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -4256509.000000 Penalty: 5119.614258
	Iteration 18Q: 3 clusters Score -4256509 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -4256540.500000 Penalty: 5119.614258
	Iteration 19Q: 3 clusters Score -4256540 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4256560.000000 Penalty: 5119.614258
	Iteration 20F: 3 clusters Score -4256560 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4256583.500000 Penalty: 5119.614258
	Iteration 21Q: 3 clusters Score -4256584 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4256598.000000 Penalty: 5119.614258
	Iteration 22Q: 3 clusters Score -4256598 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4256626.000000 Penalty: 5119.614258
	Iteration 23Q: 3 clusters Score -4256626 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4256651.500000 Penalty: 5119.614258
	Iteration 24Q: 3 clusters Score -4256652 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4256661.500000 Penalty: 5119.614258
	Iteration 25Q: 3 clusters Score -4256662 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4256681.500000 Penalty: 5119.614258
	Iteration 26Q: 3 clusters Score -4256682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4256691.000000 Penalty: 5119.614258
	Iteration 27Q: 3 clusters Score -4256691 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4256706.000000 Penalty: 5119.614258
	Iteration 28Q: 3 clusters Score -4256706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4256710.000000 Penalty: 5119.614258
	Iteration 29Q: 3 clusters Score -4256710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4256712.500000 Penalty: 5119.614258
	Iteration 30Q: 3 clusters Score -4256712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4256725.000000 Penalty: 5119.614258
	Iteration 31Q: 3 clusters Score -4256725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4256721.000000 Penalty: 5119.614258
	Iteration 32Q: 3 clusters Score -4256721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4256730.500000 Penalty: 5119.614258
	Iteration 33Q: 3 clusters Score -4256730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4256729.500000 Penalty: 5119.614258
	Iteration 34Q: 3 clusters Score -4256730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4256729.000000 Penalty: 5119.614258
	Iteration 35Q: 3 clusters Score -4256729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4256727.000000 Penalty: 5119.614258
	Iteration 36Q: 3 clusters Score -4256727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4256736.500000 Penalty: 5119.614258
	Iteration 37Q: 3 clusters Score -4256736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4256733.500000 Penalty: 5119.614258
	Iteration 38Q: 3 clusters Score -4256734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4256733.500000 Penalty: 5119.614258
	Iteration 39Q: 3 clusters Score -4256734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4256729.000000 Penalty: 5119.614258
	Iteration 40F: 3 clusters Score -4256729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4256729.500000 Penalty: 5119.614258
	Iteration 41Q: 3 clusters Score -4256730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4256734.000000 Penalty: 5119.614258
	Iteration 42Q: 3 clusters Score -4256734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4256733.000000 Penalty: 5119.614258
	Iteration 43Q: 3 clusters Score -4256733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4256733.000000 Penalty: 5119.614258
	Iteration 44F: 3 clusters Score -4256733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Entering Unmasked Estep 
Score: -140967.562500 Penalty: 1733.126465
	Iteration 0F: 2 clusters Score -140967.6 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 552 members 
Entering Unmasked Estep 
Score: -138961.921875 Penalty: 3466.252930
	Iteration 0F: 3 clusters Score -138961.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -139336.406250 Penalty: 3466.252930
	Iteration 1F: 3 clusters Score -139336.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -139541.828125 Penalty: 3466.252930
	Iteration 2F: 3 clusters Score -139541.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -139718.265625 Penalty: 3466.252930
	Iteration 3F: 3 clusters Score -139718.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -139872.937500 Penalty: 3466.252930
	Iteration 4Q: 3 clusters Score -139872.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -139981.359375 Penalty: 3466.252930
	Iteration 5Q: 3 clusters Score -139981.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -140023.125000 Penalty: 3466.252930
	Iteration 6Q: 3 clusters Score -140023.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -140042.921875 Penalty: 3466.252930
	Iteration 7Q: 3 clusters Score -140042.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -140067.812500 Penalty: 3466.252930
	Iteration 8Q: 3 clusters Score -140067.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -140075.031250 Penalty: 3466.252930
	Iteration 9Q: 3 clusters Score -140075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -140084.484375 Penalty: 3466.252930
	Iteration 10Q: 3 clusters Score -140084.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -140096.234375 Penalty: 3466.252930
	Iteration 11Q: 3 clusters Score -140096.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -140107.890625 Penalty: 3466.252930
	Iteration 12Q: 3 clusters Score -140107.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -140129.187500 Penalty: 3466.252930
	Iteration 13Q: 3 clusters Score -140129.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -140163.250000 Penalty: 3466.252930
	Iteration 14Q: 3 clusters Score -140163.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -140200.406250 Penalty: 3466.252930
	Iteration 15Q: 3 clusters Score -140200.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -140246.093750 Penalty: 3466.252930
	Iteration 16Q: 3 clusters Score -140246.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -140295.390625 Penalty: 3466.252930
	Iteration 17Q: 3 clusters Score -140295.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -140325.328125 Penalty: 3466.252930
	Iteration 18Q: 3 clusters Score -140325.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -140349.515625 Penalty: 3466.252930
	Iteration 19Q: 3 clusters Score -140349.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -140401.265625 Penalty: 3466.252930
	Iteration 20F: 3 clusters Score -140401.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -140468.203125 Penalty: 3466.252930
	Iteration 21Q: 3 clusters Score -140468.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -140502.953125 Penalty: 3466.252930
	Iteration 22Q: 3 clusters Score -140503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -140514.234375 Penalty: 3466.252930
	Iteration 23Q: 3 clusters Score -140514.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -140525.265625 Penalty: 3466.252930
	Iteration 24Q: 3 clusters Score -140525.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -140535.140625 Penalty: 3466.252930
	Iteration 25Q: 3 clusters Score -140535.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -140542.109375 Penalty: 3466.252930
	Iteration 26Q: 3 clusters Score -140542.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -140543.343750 Penalty: 3466.252930
	Iteration 27Q: 3 clusters Score -140543.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -140543.343750 Penalty: 3466.252930
	Iteration 28F: 3 clusters Score -140543.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Entering Unmasked Estep 
Score: -5095400.000000 Penalty: 2603.709473
	Iteration 0F: 2 clusters Score -5095400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -5070722.000000 Penalty: 5207.418945
	Iteration 0F: 3 clusters Score -5070722 nChanged 16547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -5079849.000000 Penalty: 5207.418945
	Iteration 1F: 3 clusters Score -5079849 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -5080585.000000 Penalty: 5207.418945
	Iteration 2F: 3 clusters Score -5080585 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -5081448.000000 Penalty: 5207.418945
	Iteration 3F: 3 clusters Score -5081448 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -5082496.000000 Penalty: 5207.418945
	Iteration 4F: 3 clusters Score -5082496 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -5083859.500000 Penalty: 5207.418945
	Iteration 5F: 3 clusters Score -5083860 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -5085582.000000 Penalty: 5207.418945
	Iteration 6F: 3 clusters Score -5085582 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -5087474.500000 Penalty: 5207.418945
	Iteration 7F: 3 clusters Score -5087474 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -5089492.500000 Penalty: 5207.418945
	Iteration 8F: 3 clusters Score -5089492 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -5091095.000000 Penalty: 5207.418945
	Iteration 9Q: 3 clusters Score -5091095 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -5092238.000000 Penalty: 5207.418945
	Iteration 10Q: 3 clusters Score -5092238 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -5093098.500000 Penalty: 5207.418945
	Iteration 11Q: 3 clusters Score -5093098 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -5093645.500000 Penalty: 5207.418945
	Iteration 12Q: 3 clusters Score -5093646 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -5093970.000000 Penalty: 5207.418945
	Iteration 13Q: 3 clusters Score -5093970 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -5094140.000000 Penalty: 5207.418945
	Iteration 14Q: 3 clusters Score -5094140 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -5094240.500000 Penalty: 5207.418945
	Iteration 15Q: 3 clusters Score -5094240 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -5094288.000000 Penalty: 5207.418945
	Iteration 16Q: 3 clusters Score -5094288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -5094320.000000 Penalty: 5207.418945
	Iteration 17Q: 3 clusters Score -5094320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -5094328.500000 Penalty: 5207.418945
	Iteration 18Q: 3 clusters Score -5094328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -5094321.000000 Penalty: 5207.418945
	Iteration 19Q: 3 clusters Score -5094321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -5094369.500000 Penalty: 5207.418945
	Iteration 20F: 3 clusters Score -5094370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -5094377.500000 Penalty: 5207.418945
	Iteration 21Q: 3 clusters Score -5094378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -5094382.500000 Penalty: 5207.418945
	Iteration 22Q: 3 clusters Score -5094382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -5094382.000000 Penalty: 5207.418945
	Iteration 23Q: 3 clusters Score -5094382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -5094382.500000 Penalty: 5207.418945
	Iteration 24Q: 3 clusters Score -5094382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -5094387.000000 Penalty: 5207.418945
	Iteration 25Q: 3 clusters Score -5094387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -5094389.000000 Penalty: 5207.418945
	Iteration 26Q: 3 clusters Score -5094389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -5094386.500000 Penalty: 5207.418945
	Iteration 27Q: 3 clusters Score -5094386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -5094390.000000 Penalty: 5207.418945
	Iteration 28Q: 3 clusters Score -5094390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -5094390.000000 Penalty: 5207.418945
	Iteration 29F: 3 clusters Score -5094390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Entering Unmasked Estep 
Score: -2451733.750000 Penalty: 2430.073242
	Iteration 0F: 2 clusters Score -2451734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2438868.250000 Penalty: 4860.146484
	Iteration 0F: 3 clusters Score -2438868 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2443426.000000 Penalty: 4860.146484
	Iteration 1F: 3 clusters Score -2443426 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2444215.250000 Penalty: 4860.146484
	Iteration 2F: 3 clusters Score -2444215 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2444921.500000 Penalty: 4860.146484
	Iteration 3F: 3 clusters Score -2444922 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2445557.000000 Penalty: 4860.146484
	Iteration 4F: 3 clusters Score -2445557 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2446071.000000 Penalty: 4860.146484
	Iteration 5F: 3 clusters Score -2446071 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2446448.000000 Penalty: 4860.146484
	Iteration 6Q: 3 clusters Score -2446448 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2446771.000000 Penalty: 4860.146484
	Iteration 7Q: 3 clusters Score -2446771 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2447014.750000 Penalty: 4860.146484
	Iteration 8Q: 3 clusters Score -2447015 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2447209.250000 Penalty: 4860.146484
	Iteration 9Q: 3 clusters Score -2447209 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2447401.250000 Penalty: 4860.146484
	Iteration 10Q: 3 clusters Score -2447401 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2447623.250000 Penalty: 4860.146484
	Iteration 11Q: 3 clusters Score -2447623 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2447827.250000 Penalty: 4860.146484
	Iteration 12Q: 3 clusters Score -2447827 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2447998.000000 Penalty: 4860.146484
	Iteration 13Q: 3 clusters Score -2447998 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2448162.250000 Penalty: 4860.146484
	Iteration 14Q: 3 clusters Score -2448162 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2448318.500000 Penalty: 4860.146484
	Iteration 15Q: 3 clusters Score -2448318 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2448467.000000 Penalty: 4860.146484
	Iteration 16Q: 3 clusters Score -2448467 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2448619.000000 Penalty: 4860.146484
	Iteration 17Q: 3 clusters Score -2448619 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2448791.000000 Penalty: 4860.146484
	Iteration 18Q: 3 clusters Score -2448791 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2449032.000000 Penalty: 4860.146484
	Iteration 19Q: 3 clusters Score -2449032 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2449304.000000 Penalty: 4860.146484
	Iteration 20F: 3 clusters Score -2449304 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2449615.250000 Penalty: 4860.146484
	Iteration 21Q: 3 clusters Score -2449615 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2449926.000000 Penalty: 4860.146484
	Iteration 22Q: 3 clusters Score -2449926 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2450218.250000 Penalty: 4860.146484
	Iteration 23Q: 3 clusters Score -2450218 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2450438.250000 Penalty: 4860.146484
	Iteration 24Q: 3 clusters Score -2450438 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2450647.000000 Penalty: 4860.146484
	Iteration 25Q: 3 clusters Score -2450647 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2450805.250000 Penalty: 4860.146484
	Iteration 26Q: 3 clusters Score -2450805 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2450933.250000 Penalty: 4860.146484
	Iteration 27Q: 3 clusters Score -2450933 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2451028.500000 Penalty: 4860.146484
	Iteration 28Q: 3 clusters Score -2451028 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2451077.250000 Penalty: 4860.146484
	Iteration 29Q: 3 clusters Score -2451077 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2451104.500000 Penalty: 4860.146484
	Iteration 30Q: 3 clusters Score -2451104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2451126.250000 Penalty: 4860.146484
	Iteration 31Q: 3 clusters Score -2451126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2451143.000000 Penalty: 4860.146484
	Iteration 32Q: 3 clusters Score -2451143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2451153.000000 Penalty: 4860.146484
	Iteration 33Q: 3 clusters Score -2451153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2451160.250000 Penalty: 4860.146484
	Iteration 34Q: 3 clusters Score -2451160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2451159.500000 Penalty: 4860.146484
	Iteration 35Q: 3 clusters Score -2451160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2451165.250000 Penalty: 4860.146484
	Iteration 36Q: 3 clusters Score -2451165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2451164.750000 Penalty: 4860.146484
	Iteration 37Q: 3 clusters Score -2451165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2451168.250000 Penalty: 4860.146484
	Iteration 38Q: 3 clusters Score -2451168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2451166.250000 Penalty: 4860.146484
	Iteration 39Q: 3 clusters Score -2451166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2451167.750000 Penalty: 4860.146484
	Iteration 40F: 3 clusters Score -2451168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2451170.000000 Penalty: 4860.146484
	Iteration 41Q: 3 clusters Score -2451170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2451170.750000 Penalty: 4860.146484
	Iteration 42Q: 3 clusters Score -2451171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2451169.750000 Penalty: 4860.146484
	Iteration 43Q: 3 clusters Score -2451170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2451169.750000 Penalty: 4860.146484
	Iteration 44F: 3 clusters Score -2451170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (46729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Entering Unmasked Estep 
Score: -6521591.000000 Penalty: 2666.525879
	Iteration 0F: 2 clusters Score -6521591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -6490092.000000 Penalty: 5333.051758
	Iteration 0F: 3 clusters Score -6490092 nChanged 21487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -6502042.000000 Penalty: 5333.051758
	Iteration 1F: 3 clusters Score -6502042 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -6502626.000000 Penalty: 5333.051758
	Iteration 2Q: 3 clusters Score -6502626 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -6503232.000000 Penalty: 5333.051758
	Iteration 3Q: 3 clusters Score -6503232 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -6503767.000000 Penalty: 5333.051758
	Iteration 4Q: 3 clusters Score -6503767 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -6504398.500000 Penalty: 5333.051758
	Iteration 5Q: 3 clusters Score -6504398 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -6505229.500000 Penalty: 5333.051758
	Iteration 6Q: 3 clusters Score -6505230 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -6506364.000000 Penalty: 5333.051758
	Iteration 7Q: 3 clusters Score -6506364 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -6508056.500000 Penalty: 5333.051758
	Iteration 8F: 3 clusters Score -6508056 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -6510476.000000 Penalty: 5333.051758
	Iteration 9F: 3 clusters Score -6510476 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -6513154.000000 Penalty: 5333.051758
	Iteration 10F: 3 clusters Score -6513154 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -6515574.000000 Penalty: 5333.051758
	Iteration 11F: 3 clusters Score -6515574 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -6517266.500000 Penalty: 5333.051758
	Iteration 12Q: 3 clusters Score -6517266 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6518255.500000 Penalty: 5333.051758
	Iteration 13Q: 3 clusters Score -6518256 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6518717.500000 Penalty: 5333.051758
	Iteration 14Q: 3 clusters Score -6518718 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6518972.000000 Penalty: 5333.051758
	Iteration 15Q: 3 clusters Score -6518972 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6519095.000000 Penalty: 5333.051758
	Iteration 16Q: 3 clusters Score -6519095 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6519169.500000 Penalty: 5333.051758
	Iteration 17Q: 3 clusters Score -6519170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6519227.000000 Penalty: 5333.051758
	Iteration 18Q: 3 clusters Score -6519227 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6519250.000000 Penalty: 5333.051758
	Iteration 19Q: 3 clusters Score -6519250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6519284.000000 Penalty: 5333.051758
	Iteration 20F: 3 clusters Score -6519284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6519305.500000 Penalty: 5333.051758
	Iteration 21Q: 3 clusters Score -6519306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6519311.500000 Penalty: 5333.051758
	Iteration 22Q: 3 clusters Score -6519312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6519326.500000 Penalty: 5333.051758
	Iteration 23Q: 3 clusters Score -6519326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6519325.500000 Penalty: 5333.051758
	Iteration 24Q: 3 clusters Score -6519326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6519335.500000 Penalty: 5333.051758
	Iteration 25Q: 3 clusters Score -6519336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46346 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -6519348.000000 Penalty: 5333.051758
	Iteration 26Q: 3 clusters Score -6519348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6519350.000000 Penalty: 5333.051758
	Iteration 27Q: 3 clusters Score -6519350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6519360.500000 Penalty: 5333.051758
	Iteration 28Q: 3 clusters Score -6519360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6519363.500000 Penalty: 5333.051758
	Iteration 29Q: 3 clusters Score -6519364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6519364.000000 Penalty: 5333.051758
	Iteration 30Q: 3 clusters Score -6519364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6519364.000000 Penalty: 5333.051758
	Iteration 31F: 3 clusters Score -6519364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (134552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134552 members 
Entering Unmasked Estep 
Score: -18738298.000000 Penalty: 2928.807129
	Iteration 0F: 2 clusters Score -1.87383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67410 members 
Mstep: Class 2 contains 67142 members 
Entering Unmasked Estep 
Score: -18650738.000000 Penalty: 5857.614258
	Iteration 0F: 3 clusters Score -1.865074e+07 nChanged 64193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68755 members 
Mstep: Class 2 contains 65797 members 
Entering Unmasked Estep 
Score: -18688170.000000 Penalty: 5857.614258
	Iteration 1F: 3 clusters Score -1.868817e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69486 members 
Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
Score: -18689228.000000 Penalty: 5857.614258
	Iteration 2Q: 3 clusters Score -1.868923e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70579 members 
Mstep: Class 2 contains 63973 members 
Entering Unmasked Estep 
Score: -18690606.000000 Penalty: 5857.614258
	Iteration 3Q: 3 clusters Score -1.869061e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72294 members 
Mstep: Class 2 contains 62258 members 
Entering Unmasked Estep 
Score: -18692598.000000 Penalty: 5857.614258
	Iteration 4Q: 3 clusters Score -1.86926e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74987 members 
Mstep: Class 2 contains 59565 members 
Entering Unmasked Estep 
Score: -18695300.000000 Penalty: 5857.614258
	Iteration 5Q: 3 clusters Score -1.86953e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78961 members 
Mstep: Class 2 contains 55591 members 
Entering Unmasked Estep 
Score: -18699204.000000 Penalty: 5857.614258
	Iteration 6F: 3 clusters Score -1.86992e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84424 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -18705220.000000 Penalty: 5857.614258
	Iteration 7F: 3 clusters Score -1.870522e+07 nChanged 9402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90852 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -18713784.000000 Penalty: 5857.614258
	Iteration 8F: 3 clusters Score -1.871378e+07 nChanged 8956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96510 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -18723370.000000 Penalty: 5857.614258
	Iteration 9F: 3 clusters Score -1.872337e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99832 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -18729926.000000 Penalty: 5857.614258
	Iteration 10F: 3 clusters Score -1.872993e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101508 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -18732754.000000 Penalty: 5857.614258
	Iteration 11Q: 3 clusters Score -1.873275e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102664 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -18733942.000000 Penalty: 5857.614258
	Iteration 12Q: 3 clusters Score -1.873394e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103602 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -18734722.000000 Penalty: 5857.614258
	Iteration 13Q: 3 clusters Score -1.873472e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104370 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -18735346.000000 Penalty: 5857.614258
	Iteration 14Q: 3 clusters Score -1.873535e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105114 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -18735996.000000 Penalty: 5857.614258
	Iteration 15Q: 3 clusters Score -1.8736e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105759 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -18736356.000000 Penalty: 5857.614258
	Iteration 16Q: 3 clusters Score -1.873636e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106347 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -18736806.000000 Penalty: 5857.614258
	Iteration 17Q: 3 clusters Score -1.873681e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106889 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -18737044.000000 Penalty: 5857.614258
	Iteration 18Q: 3 clusters Score -1.873704e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107371 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -18737326.000000 Penalty: 5857.614258
	Iteration 19Q: 3 clusters Score -1.873733e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107808 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -18737488.000000 Penalty: 5857.614258
	Iteration 20F: 3 clusters Score -1.873749e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108175 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -18737622.000000 Penalty: 5857.614258
	Iteration 21Q: 3 clusters Score -1.873762e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108531 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -18737736.000000 Penalty: 5857.614258
	Iteration 22Q: 3 clusters Score -1.873774e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108852 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -18737796.000000 Penalty: 5857.614258
	Iteration 23Q: 3 clusters Score -1.87378e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109169 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -18737848.000000 Penalty: 5857.614258
	Iteration 24Q: 3 clusters Score -1.873785e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109447 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -18737926.000000 Penalty: 5857.614258
	Iteration 25Q: 3 clusters Score -1.873793e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109718 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -18737898.000000 Penalty: 5857.614258
	Iteration 26Q: 3 clusters Score -1.87379e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109987 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -18737876.000000 Penalty: 5857.614258
	Iteration 27Q: 3 clusters Score -1.873788e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110230 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -18737862.000000 Penalty: 5857.614258
	Iteration 28Q: 3 clusters Score -1.873786e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110426 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -18737858.000000 Penalty: 5857.614258
	Iteration 29Q: 3 clusters Score -1.873786e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110634 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -18737836.000000 Penalty: 5857.614258
	Iteration 30Q: 3 clusters Score -1.873784e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110851 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -18737870.000000 Penalty: 5857.614258
	Iteration 31Q: 3 clusters Score -1.873787e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111044 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -18737914.000000 Penalty: 5857.614258
	Iteration 32Q: 3 clusters Score -1.873791e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111214 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -18737916.000000 Penalty: 5857.614258
	Iteration 33Q: 3 clusters Score -1.873792e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111375 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -18737912.000000 Penalty: 5857.614258
	Iteration 34Q: 3 clusters Score -1.873791e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111519 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -18737944.000000 Penalty: 5857.614258
	Iteration 35Q: 3 clusters Score -1.873794e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111662 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -18737942.000000 Penalty: 5857.614258
	Iteration 36Q: 3 clusters Score -1.873794e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111814 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -18737916.000000 Penalty: 5857.614258
	Iteration 37Q: 3 clusters Score -1.873792e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111963 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -18737912.000000 Penalty: 5857.614258
	Iteration 38Q: 3 clusters Score -1.873791e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112105 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -18737926.000000 Penalty: 5857.614258
	Iteration 39Q: 3 clusters Score -1.873793e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112238 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -18737940.000000 Penalty: 5857.614258
	Iteration 40F: 3 clusters Score -1.873794e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112365 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -18737932.000000 Penalty: 5857.614258
	Iteration 41Q: 3 clusters Score -1.873793e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112493 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -18737952.000000 Penalty: 5857.614258
	Iteration 42Q: 3 clusters Score -1.873795e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112610 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -18737966.000000 Penalty: 5857.614258
	Iteration 43Q: 3 clusters Score -1.873797e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112718 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -18737962.000000 Penalty: 5857.614258
	Iteration 44Q: 3 clusters Score -1.873796e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112829 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -18737972.000000 Penalty: 5857.614258
	Iteration 45Q: 3 clusters Score -1.873797e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112927 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -18737960.000000 Penalty: 5857.614258
	Iteration 46Q: 3 clusters Score -1.873796e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113025 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -18737962.000000 Penalty: 5857.614258
	Iteration 47Q: 3 clusters Score -1.873796e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113129 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -18737960.000000 Penalty: 5857.614258
	Iteration 48Q: 3 clusters Score -1.873796e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113228 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -18737966.000000 Penalty: 5857.614258
	Iteration 49Q: 3 clusters Score -1.873797e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113336 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -18737966.000000 Penalty: 5857.614258
	Iteration 50Q: 3 clusters Score -1.873797e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113434 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -18737974.000000 Penalty: 5857.614258
	Iteration 51Q: 3 clusters Score -1.873797e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113548 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -18737968.000000 Penalty: 5857.614258
	Iteration 52Q: 3 clusters Score -1.873797e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113668 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -18737976.000000 Penalty: 5857.614258
	Iteration 53Q: 3 clusters Score -1.873798e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113777 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -18738014.000000 Penalty: 5857.614258
	Iteration 54Q: 3 clusters Score -1.873801e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113876 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -18738010.000000 Penalty: 5857.614258
	Iteration 55Q: 3 clusters Score -1.873801e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113971 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -18738042.000000 Penalty: 5857.614258
	Iteration 56Q: 3 clusters Score -1.873804e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114056 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -18738010.000000 Penalty: 5857.614258
	Iteration 57Q: 3 clusters Score -1.873801e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114151 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -18738056.000000 Penalty: 5857.614258
	Iteration 58Q: 3 clusters Score -1.873806e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114242 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -18738032.000000 Penalty: 5857.614258
	Iteration 59Q: 3 clusters Score -1.873803e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114328 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -18738060.000000 Penalty: 5857.614258
	Iteration 60F: 3 clusters Score -1.873806e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114404 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -18738090.000000 Penalty: 5857.614258
	Iteration 61Q: 3 clusters Score -1.873809e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114471 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -18738100.000000 Penalty: 5857.614258
	Iteration 62Q: 3 clusters Score -1.87381e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114537 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -18738094.000000 Penalty: 5857.614258
	Iteration 63Q: 3 clusters Score -1.873809e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114595 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -18738094.000000 Penalty: 5857.614258
	Iteration 64Q: 3 clusters Score -1.873809e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114658 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -18738088.000000 Penalty: 5857.614258
	Iteration 65Q: 3 clusters Score -1.873809e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114723 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -18738086.000000 Penalty: 5857.614258
	Iteration 66Q: 3 clusters Score -1.873809e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114778 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -18738050.000000 Penalty: 5857.614258
	Iteration 67Q: 3 clusters Score -1.873805e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114822 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -18738082.000000 Penalty: 5857.614258
	Iteration 68Q: 3 clusters Score -1.873808e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114867 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -18738078.000000 Penalty: 5857.614258
	Iteration 69Q: 3 clusters Score -1.873808e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114923 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -18738072.000000 Penalty: 5857.614258
	Iteration 70Q: 3 clusters Score -1.873807e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114968 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -18738058.000000 Penalty: 5857.614258
	Iteration 71Q: 3 clusters Score -1.873806e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115014 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -18738036.000000 Penalty: 5857.614258
	Iteration 72Q: 3 clusters Score -1.873804e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115062 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -18738024.000000 Penalty: 5857.614258
	Iteration 73Q: 3 clusters Score -1.873802e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115089 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -18738036.000000 Penalty: 5857.614258
	Iteration 74Q: 3 clusters Score -1.873804e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115115 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -18738038.000000 Penalty: 5857.614258
	Iteration 75Q: 3 clusters Score -1.873804e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115144 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -18738034.000000 Penalty: 5857.614258
	Iteration 76Q: 3 clusters Score -1.873803e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115167 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -18738034.000000 Penalty: 5857.614258
	Iteration 77Q: 3 clusters Score -1.873803e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115186 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -18738040.000000 Penalty: 5857.614258
	Iteration 78Q: 3 clusters Score -1.873804e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115204 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -18738024.000000 Penalty: 5857.614258
	Iteration 79Q: 3 clusters Score -1.873802e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115224 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -18738022.000000 Penalty: 5857.614258
	Iteration 80F: 3 clusters Score -1.873802e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115245 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -18738038.000000 Penalty: 5857.614258
	Iteration 81Q: 3 clusters Score -1.873804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115260 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -18738044.000000 Penalty: 5857.614258
	Iteration 82Q: 3 clusters Score -1.873804e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115279 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -18738054.000000 Penalty: 5857.614258
	Iteration 83Q: 3 clusters Score -1.873805e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115297 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -18738054.000000 Penalty: 5857.614258
	Iteration 84Q: 3 clusters Score -1.873805e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115317 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -18738060.000000 Penalty: 5857.614258
	Iteration 85Q: 3 clusters Score -1.873806e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115337 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -18738052.000000 Penalty: 5857.614258
	Iteration 86Q: 3 clusters Score -1.873805e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115356 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -18738044.000000 Penalty: 5857.614258
	Iteration 87Q: 3 clusters Score -1.873804e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115375 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -18738046.000000 Penalty: 5857.614258
	Iteration 88Q: 3 clusters Score -1.873805e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115391 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -18738036.000000 Penalty: 5857.614258
	Iteration 89Q: 3 clusters Score -1.873804e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115410 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -18738034.000000 Penalty: 5857.614258
	Iteration 90Q: 3 clusters Score -1.873803e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115427 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -18738036.000000 Penalty: 5857.614258
	Iteration 91Q: 3 clusters Score -1.873804e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115447 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -18738054.000000 Penalty: 5857.614258
	Iteration 92Q: 3 clusters Score -1.873805e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115467 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -18738068.000000 Penalty: 5857.614258
	Iteration 93Q: 3 clusters Score -1.873807e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115489 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -18738054.000000 Penalty: 5857.614258
	Iteration 94Q: 3 clusters Score -1.873805e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115506 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -18738054.000000 Penalty: 5857.614258
	Iteration 95Q: 3 clusters Score -1.873805e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115526 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -18738050.000000 Penalty: 5857.614258
	Iteration 96Q: 3 clusters Score -1.873805e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115543 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -18738044.000000 Penalty: 5857.614258
	Iteration 97Q: 3 clusters Score -1.873804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115559 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -18738052.000000 Penalty: 5857.614258
	Iteration 98Q: 3 clusters Score -1.873805e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115576 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -18738052.000000 Penalty: 5857.614258
	Iteration 99Q: 3 clusters Score -1.873805e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115601 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -18738024.000000 Penalty: 5857.614258
	Iteration 100F: 3 clusters Score -1.873802e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115625 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -18738052.000000 Penalty: 5857.614258
	Iteration 101Q: 3 clusters Score -1.873805e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115654 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -18738036.000000 Penalty: 5857.614258
	Iteration 102Q: 3 clusters Score -1.873804e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115683 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -18738056.000000 Penalty: 5857.614258
	Iteration 103Q: 3 clusters Score -1.873806e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115712 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -18738078.000000 Penalty: 5857.614258
	Iteration 104Q: 3 clusters Score -1.873808e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115740 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -18738070.000000 Penalty: 5857.614258
	Iteration 105Q: 3 clusters Score -1.873807e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115775 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -18738058.000000 Penalty: 5857.614258
	Iteration 106Q: 3 clusters Score -1.873806e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115811 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -18738038.000000 Penalty: 5857.614258
	Iteration 107Q: 3 clusters Score -1.873804e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115844 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -18738050.000000 Penalty: 5857.614258
	Iteration 108Q: 3 clusters Score -1.873805e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115875 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -18738030.000000 Penalty: 5857.614258
	Iteration 109Q: 3 clusters Score -1.873803e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115911 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -18738052.000000 Penalty: 5857.614258
	Iteration 110Q: 3 clusters Score -1.873805e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115948 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -18738044.000000 Penalty: 5857.614258
	Iteration 111Q: 3 clusters Score -1.873804e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115990 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -18738028.000000 Penalty: 5857.614258
	Iteration 112Q: 3 clusters Score -1.873803e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116041 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -18738048.000000 Penalty: 5857.614258
	Iteration 113Q: 3 clusters Score -1.873805e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116086 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -18738050.000000 Penalty: 5857.614258
	Iteration 114Q: 3 clusters Score -1.873805e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116128 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -18738054.000000 Penalty: 5857.614258
	Iteration 115Q: 3 clusters Score -1.873805e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116179 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -18738056.000000 Penalty: 5857.614258
	Iteration 116Q: 3 clusters Score -1.873806e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116225 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -18738048.000000 Penalty: 5857.614258
	Iteration 117Q: 3 clusters Score -1.873805e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116283 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -18738062.000000 Penalty: 5857.614258
	Iteration 118Q: 3 clusters Score -1.873806e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116343 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -18738070.000000 Penalty: 5857.614258
	Iteration 119Q: 3 clusters Score -1.873807e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116390 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -18738052.000000 Penalty: 5857.614258
	Iteration 120F: 3 clusters Score -1.873805e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116443 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -18738064.000000 Penalty: 5857.614258
	Iteration 121Q: 3 clusters Score -1.873806e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116491 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -18738044.000000 Penalty: 5857.614258
	Iteration 122Q: 3 clusters Score -1.873804e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116535 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -18738046.000000 Penalty: 5857.614258
	Iteration 123Q: 3 clusters Score -1.873805e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116577 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -18738062.000000 Penalty: 5857.614258
	Iteration 124Q: 3 clusters Score -1.873806e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116629 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -18738042.000000 Penalty: 5857.614258
	Iteration 125Q: 3 clusters Score -1.873804e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116690 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -18738060.000000 Penalty: 5857.614258
	Iteration 126Q: 3 clusters Score -1.873806e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116761 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -18738058.000000 Penalty: 5857.614258
	Iteration 127Q: 3 clusters Score -1.873806e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116843 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -18738074.000000 Penalty: 5857.614258
	Iteration 128Q: 3 clusters Score -1.873807e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116919 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -18738066.000000 Penalty: 5857.614258
	Iteration 129Q: 3 clusters Score -1.873807e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116994 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -18738076.000000 Penalty: 5857.614258
	Iteration 130Q: 3 clusters Score -1.873808e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117065 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -18738068.000000 Penalty: 5857.614258
	Iteration 131Q: 3 clusters Score -1.873807e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117137 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -18738070.000000 Penalty: 5857.614258
	Iteration 132Q: 3 clusters Score -1.873807e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117214 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -18738116.000000 Penalty: 5857.614258
	Iteration 133Q: 3 clusters Score -1.873812e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117285 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -18738104.000000 Penalty: 5857.614258
	Iteration 134Q: 3 clusters Score -1.87381e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117361 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -18738098.000000 Penalty: 5857.614258
	Iteration 135Q: 3 clusters Score -1.87381e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117439 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -18738110.000000 Penalty: 5857.614258
	Iteration 136Q: 3 clusters Score -1.873811e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117526 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -18738116.000000 Penalty: 5857.614258
	Iteration 137Q: 3 clusters Score -1.873812e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117609 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -18738122.000000 Penalty: 5857.614258
	Iteration 138Q: 3 clusters Score -1.873812e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117683 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -18738106.000000 Penalty: 5857.614258
	Iteration 139Q: 3 clusters Score -1.873811e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117755 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -18738104.000000 Penalty: 5857.614258
	Iteration 140F: 3 clusters Score -1.87381e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117828 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -18738132.000000 Penalty: 5857.614258
	Iteration 141Q: 3 clusters Score -1.873813e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117896 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -18738154.000000 Penalty: 5857.614258
	Iteration 142Q: 3 clusters Score -1.873815e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117966 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -18738180.000000 Penalty: 5857.614258
	Iteration 143Q: 3 clusters Score -1.873818e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118029 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -18738156.000000 Penalty: 5857.614258
	Iteration 144Q: 3 clusters Score -1.873816e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118081 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -18738154.000000 Penalty: 5857.614258
	Iteration 145Q: 3 clusters Score -1.873815e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118150 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -18738156.000000 Penalty: 5857.614258
	Iteration 146Q: 3 clusters Score -1.873816e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118215 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -18738174.000000 Penalty: 5857.614258
	Iteration 147Q: 3 clusters Score -1.873817e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118270 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -18738192.000000 Penalty: 5857.614258
	Iteration 148Q: 3 clusters Score -1.873819e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118325 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -18738192.000000 Penalty: 5857.614258
	Iteration 149Q: 3 clusters Score -1.873819e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118379 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -18738168.000000 Penalty: 5857.614258
	Iteration 150Q: 3 clusters Score -1.873817e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118427 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -18738196.000000 Penalty: 5857.614258
	Iteration 151Q: 3 clusters Score -1.87382e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118480 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -18738202.000000 Penalty: 5857.614258
	Iteration 152Q: 3 clusters Score -1.87382e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118534 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -18738220.000000 Penalty: 5857.614258
	Iteration 153Q: 3 clusters Score -1.873822e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118587 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -18738236.000000 Penalty: 5857.614258
	Iteration 154Q: 3 clusters Score -1.873824e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118638 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -18738224.000000 Penalty: 5857.614258
	Iteration 155Q: 3 clusters Score -1.873822e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118692 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -18738248.000000 Penalty: 5857.614258
	Iteration 156Q: 3 clusters Score -1.873825e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118741 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -18738222.000000 Penalty: 5857.614258
	Iteration 157Q: 3 clusters Score -1.873822e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118782 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -18738260.000000 Penalty: 5857.614258
	Iteration 158Q: 3 clusters Score -1.873826e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118833 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -18738260.000000 Penalty: 5857.614258
	Iteration 159Q: 3 clusters Score -1.873826e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118893 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -18738214.000000 Penalty: 5857.614258
	Iteration 160F: 3 clusters Score -1.873821e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118944 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -18738226.000000 Penalty: 5857.614258
	Iteration 161Q: 3 clusters Score -1.873823e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119018 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -18738194.000000 Penalty: 5857.614258
	Iteration 162Q: 3 clusters Score -1.873819e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119088 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -18738172.000000 Penalty: 5857.614258
	Iteration 163Q: 3 clusters Score -1.873817e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119141 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -18738166.000000 Penalty: 5857.614258
	Iteration 164Q: 3 clusters Score -1.873817e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119182 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -18738176.000000 Penalty: 5857.614258
	Iteration 165Q: 3 clusters Score -1.873818e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119237 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -18738162.000000 Penalty: 5857.614258
	Iteration 166Q: 3 clusters Score -1.873816e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119285 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -18738190.000000 Penalty: 5857.614258
	Iteration 167Q: 3 clusters Score -1.873819e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119341 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -18738206.000000 Penalty: 5857.614258
	Iteration 168Q: 3 clusters Score -1.873821e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119414 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -18738160.000000 Penalty: 5857.614258
	Iteration 169Q: 3 clusters Score -1.873816e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119480 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -18738142.000000 Penalty: 5857.614258
	Iteration 170Q: 3 clusters Score -1.873814e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119549 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -18738164.000000 Penalty: 5857.614258
	Iteration 171Q: 3 clusters Score -1.873816e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119605 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -18738160.000000 Penalty: 5857.614258
	Iteration 172Q: 3 clusters Score -1.873816e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119652 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -18738152.000000 Penalty: 5857.614258
	Iteration 173Q: 3 clusters Score -1.873815e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119705 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -18738156.000000 Penalty: 5857.614258
	Iteration 174Q: 3 clusters Score -1.873816e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119759 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -18738164.000000 Penalty: 5857.614258
	Iteration 175Q: 3 clusters Score -1.873816e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119824 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -18738156.000000 Penalty: 5857.614258
	Iteration 176Q: 3 clusters Score -1.873816e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119894 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -18738176.000000 Penalty: 5857.614258
	Iteration 177Q: 3 clusters Score -1.873818e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119946 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -18738148.000000 Penalty: 5857.614258
	Iteration 178Q: 3 clusters Score -1.873815e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119997 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -18738156.000000 Penalty: 5857.614258
	Iteration 179Q: 3 clusters Score -1.873816e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120047 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -18738172.000000 Penalty: 5857.614258
	Iteration 180F: 3 clusters Score -1.873817e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120100 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -18738156.000000 Penalty: 5857.614258
	Iteration 181Q: 3 clusters Score -1.873816e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120163 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -18738180.000000 Penalty: 5857.614258
	Iteration 182Q: 3 clusters Score -1.873818e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120223 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -18738160.000000 Penalty: 5857.614258
	Iteration 183Q: 3 clusters Score -1.873816e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120286 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -18738160.000000 Penalty: 5857.614258
	Iteration 184Q: 3 clusters Score -1.873816e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120351 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -18738138.000000 Penalty: 5857.614258
	Iteration 185Q: 3 clusters Score -1.873814e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120429 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -18738148.000000 Penalty: 5857.614258
	Iteration 186Q: 3 clusters Score -1.873815e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120506 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -18738156.000000 Penalty: 5857.614258
	Iteration 187Q: 3 clusters Score -1.873816e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120569 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -18738144.000000 Penalty: 5857.614258
	Iteration 188Q: 3 clusters Score -1.873814e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120623 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -18738174.000000 Penalty: 5857.614258
	Iteration 189Q: 3 clusters Score -1.873817e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120678 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -18738160.000000 Penalty: 5857.614258
	Iteration 190Q: 3 clusters Score -1.873816e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120721 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -18738154.000000 Penalty: 5857.614258
	Iteration 191Q: 3 clusters Score -1.873815e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120765 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -18738146.000000 Penalty: 5857.614258
	Iteration 192Q: 3 clusters Score -1.873815e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120809 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -18738130.000000 Penalty: 5857.614258
	Iteration 193Q: 3 clusters Score -1.873813e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120854 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -18738164.000000 Penalty: 5857.614258
	Iteration 194Q: 3 clusters Score -1.873816e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120897 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -18738148.000000 Penalty: 5857.614258
	Iteration 195Q: 3 clusters Score -1.873815e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120926 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -18738160.000000 Penalty: 5857.614258
	Iteration 196Q: 3 clusters Score -1.873816e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120966 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -18738160.000000 Penalty: 5857.614258
	Iteration 197Q: 3 clusters Score -1.873816e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121007 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -18738164.000000 Penalty: 5857.614258
	Iteration 198Q: 3 clusters Score -1.873816e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121061 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -18738160.000000 Penalty: 5857.614258
	Iteration 199Q: 3 clusters Score -1.873816e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121110 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -18738150.000000 Penalty: 5857.614258
	Iteration 200F: 3 clusters Score -1.873815e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121155 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -18738156.000000 Penalty: 5857.614258
	Iteration 201Q: 3 clusters Score -1.873816e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121203 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -18738164.000000 Penalty: 5857.614258
	Iteration 202Q: 3 clusters Score -1.873816e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121249 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -18738160.000000 Penalty: 5857.614258
	Iteration 203Q: 3 clusters Score -1.873816e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121302 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -18738124.000000 Penalty: 5857.614258
	Iteration 204Q: 3 clusters Score -1.873812e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121354 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -18738120.000000 Penalty: 5857.614258
	Iteration 205Q: 3 clusters Score -1.873812e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121401 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -18738124.000000 Penalty: 5857.614258
	Iteration 206Q: 3 clusters Score -1.873812e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121447 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -18738116.000000 Penalty: 5857.614258
	Iteration 207Q: 3 clusters Score -1.873812e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121491 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -18738076.000000 Penalty: 5857.614258
	Iteration 208Q: 3 clusters Score -1.873808e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121531 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -18738062.000000 Penalty: 5857.614258
	Iteration 209Q: 3 clusters Score -1.873806e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121565 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -18738080.000000 Penalty: 5857.614258
	Iteration 210Q: 3 clusters Score -1.873808e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121600 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -18738056.000000 Penalty: 5857.614258
	Iteration 211Q: 3 clusters Score -1.873806e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121642 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -18738038.000000 Penalty: 5857.614258
	Iteration 212Q: 3 clusters Score -1.873804e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121672 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -18738044.000000 Penalty: 5857.614258
	Iteration 213Q: 3 clusters Score -1.873804e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121703 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -18738034.000000 Penalty: 5857.614258
	Iteration 214Q: 3 clusters Score -1.873803e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121732 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -18738048.000000 Penalty: 5857.614258
	Iteration 215Q: 3 clusters Score -1.873805e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121755 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -18738046.000000 Penalty: 5857.614258
	Iteration 216Q: 3 clusters Score -1.873805e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121779 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -18738056.000000 Penalty: 5857.614258
	Iteration 217Q: 3 clusters Score -1.873806e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121801 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -18738046.000000 Penalty: 5857.614258
	Iteration 218Q: 3 clusters Score -1.873805e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121827 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -18738026.000000 Penalty: 5857.614258
	Iteration 219Q: 3 clusters Score -1.873803e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121856 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -18738036.000000 Penalty: 5857.614258
	Iteration 220F: 3 clusters Score -1.873804e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121887 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -18738038.000000 Penalty: 5857.614258
	Iteration 221Q: 3 clusters Score -1.873804e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121906 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -18738026.000000 Penalty: 5857.614258
	Iteration 222Q: 3 clusters Score -1.873803e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121921 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -18738030.000000 Penalty: 5857.614258
	Iteration 223Q: 3 clusters Score -1.873803e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121932 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -18738024.000000 Penalty: 5857.614258
	Iteration 224Q: 3 clusters Score -1.873802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121949 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -18738008.000000 Penalty: 5857.614258
	Iteration 225Q: 3 clusters Score -1.873801e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121973 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -18738012.000000 Penalty: 5857.614258
	Iteration 226Q: 3 clusters Score -1.873801e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122001 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -18738008.000000 Penalty: 5857.614258
	Iteration 227Q: 3 clusters Score -1.873801e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122031 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -18738006.000000 Penalty: 5857.614258
	Iteration 228Q: 3 clusters Score -1.873801e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122058 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -18738006.000000 Penalty: 5857.614258
	Iteration 229Q: 3 clusters Score -1.873801e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122086 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -18738012.000000 Penalty: 5857.614258
	Iteration 230Q: 3 clusters Score -1.873801e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122113 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -18737998.000000 Penalty: 5857.614258
	Iteration 231Q: 3 clusters Score -1.8738e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122136 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -18738002.000000 Penalty: 5857.614258
	Iteration 232Q: 3 clusters Score -1.8738e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122159 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -18738020.000000 Penalty: 5857.614258
	Iteration 233Q: 3 clusters Score -1.873802e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122189 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -18738046.000000 Penalty: 5857.614258
	Iteration 234Q: 3 clusters Score -1.873805e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122219 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -18738030.000000 Penalty: 5857.614258
	Iteration 235Q: 3 clusters Score -1.873803e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122248 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -18738016.000000 Penalty: 5857.614258
	Iteration 236Q: 3 clusters Score -1.873802e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122284 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -18738008.000000 Penalty: 5857.614258
	Iteration 237Q: 3 clusters Score -1.873801e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122324 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -18738004.000000 Penalty: 5857.614258
	Iteration 238Q: 3 clusters Score -1.8738e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122354 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -18738020.000000 Penalty: 5857.614258
	Iteration 239Q: 3 clusters Score -1.873802e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122389 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -18738034.000000 Penalty: 5857.614258
	Iteration 240F: 3 clusters Score -1.873803e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122424 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -18738000.000000 Penalty: 5857.614258
	Iteration 241Q: 3 clusters Score -1.8738e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122452 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -18738038.000000 Penalty: 5857.614258
	Iteration 242Q: 3 clusters Score -1.873804e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122475 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -18738044.000000 Penalty: 5857.614258
	Iteration 243Q: 3 clusters Score -1.873804e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122496 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -18738044.000000 Penalty: 5857.614258
	Iteration 244Q: 3 clusters Score -1.873804e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122523 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -18738028.000000 Penalty: 5857.614258
	Iteration 245Q: 3 clusters Score -1.873803e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122544 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -18738026.000000 Penalty: 5857.614258
	Iteration 246Q: 3 clusters Score -1.873803e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122562 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -18738034.000000 Penalty: 5857.614258
	Iteration 247Q: 3 clusters Score -1.873803e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122588 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -18738050.000000 Penalty: 5857.614258
	Iteration 248Q: 3 clusters Score -1.873805e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122607 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -18738030.000000 Penalty: 5857.614258
	Iteration 249Q: 3 clusters Score -1.873803e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122628 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -18738024.000000 Penalty: 5857.614258
	Iteration 250Q: 3 clusters Score -1.873802e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122647 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -18738038.000000 Penalty: 5857.614258
	Iteration 251Q: 3 clusters Score -1.873804e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122668 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -18738044.000000 Penalty: 5857.614258
	Iteration 252Q: 3 clusters Score -1.873804e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122681 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -18738034.000000 Penalty: 5857.614258
	Iteration 253Q: 3 clusters Score -1.873803e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122700 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -18738040.000000 Penalty: 5857.614258
	Iteration 254Q: 3 clusters Score -1.873804e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122713 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -18738046.000000 Penalty: 5857.614258
	Iteration 255Q: 3 clusters Score -1.873805e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122721 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -18738046.000000 Penalty: 5857.614258
	Iteration 256Q: 3 clusters Score -1.873805e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122733 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -18738052.000000 Penalty: 5857.614258
	Iteration 257Q: 3 clusters Score -1.873805e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122746 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -18738060.000000 Penalty: 5857.614258
	Iteration 258Q: 3 clusters Score -1.873806e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122762 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -18738052.000000 Penalty: 5857.614258
	Iteration 259Q: 3 clusters Score -1.873805e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122776 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -18738060.000000 Penalty: 5857.614258
	Iteration 260F: 3 clusters Score -1.873806e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122793 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -18738048.000000 Penalty: 5857.614258
	Iteration 261Q: 3 clusters Score -1.873805e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122805 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -18738040.000000 Penalty: 5857.614258
	Iteration 262Q: 3 clusters Score -1.873804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122812 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -18738042.000000 Penalty: 5857.614258
	Iteration 263Q: 3 clusters Score -1.873804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122818 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -18738046.000000 Penalty: 5857.614258
	Iteration 264Q: 3 clusters Score -1.873805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122822 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -18738052.000000 Penalty: 5857.614258
	Iteration 265Q: 3 clusters Score -1.873805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122822 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -18738044.000000 Penalty: 5857.614258
	Iteration 266Q: 3 clusters Score -1.873804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122825 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -18738042.000000 Penalty: 5857.614258
	Iteration 267Q: 3 clusters Score -1.873804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122829 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -18738034.000000 Penalty: 5857.614258
	Iteration 268Q: 3 clusters Score -1.873803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122832 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -18738034.000000 Penalty: 5857.614258
	Iteration 269Q: 3 clusters Score -1.873803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122835 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -18738032.000000 Penalty: 5857.614258
	Iteration 270Q: 3 clusters Score -1.873803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122838 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -18738036.000000 Penalty: 5857.614258
	Iteration 271Q: 3 clusters Score -1.873804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122839 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -18738032.000000 Penalty: 5857.614258
	Iteration 272Q: 3 clusters Score -1.873803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122842 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -18738022.000000 Penalty: 5857.614258
	Iteration 273Q: 3 clusters Score -1.873802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122844 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -18738030.000000 Penalty: 5857.614258
	Iteration 274Q: 3 clusters Score -1.873803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122849 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -18738024.000000 Penalty: 5857.614258
	Iteration 275Q: 3 clusters Score -1.873802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122851 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -18738024.000000 Penalty: 5857.614258
	Iteration 276Q: 3 clusters Score -1.873802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122855 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -18738026.000000 Penalty: 5857.614258
	Iteration 277Q: 3 clusters Score -1.873803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122861 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -18738030.000000 Penalty: 5857.614258
	Iteration 278Q: 3 clusters Score -1.873803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122865 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -18738024.000000 Penalty: 5857.614258
	Iteration 279Q: 3 clusters Score -1.873802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122869 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -18738036.000000 Penalty: 5857.614258
	Iteration 280F: 3 clusters Score -1.873804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122874 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -18738040.000000 Penalty: 5857.614258
	Iteration 281Q: 3 clusters Score -1.873804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122881 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -18738060.000000 Penalty: 5857.614258
	Iteration 282Q: 3 clusters Score -1.873806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122890 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -18738058.000000 Penalty: 5857.614258
	Iteration 283Q: 3 clusters Score -1.873806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122899 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -18738062.000000 Penalty: 5857.614258
	Iteration 284Q: 3 clusters Score -1.873806e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122907 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -18738066.000000 Penalty: 5857.614258
	Iteration 285Q: 3 clusters Score -1.873807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122913 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -18738064.000000 Penalty: 5857.614258
	Iteration 286Q: 3 clusters Score -1.873806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122920 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -18738066.000000 Penalty: 5857.614258
	Iteration 287Q: 3 clusters Score -1.873807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122925 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -18738080.000000 Penalty: 5857.614258
	Iteration 288Q: 3 clusters Score -1.873808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122928 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -18738082.000000 Penalty: 5857.614258
	Iteration 289Q: 3 clusters Score -1.873808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122934 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -18738074.000000 Penalty: 5857.614258
	Iteration 290Q: 3 clusters Score -1.873807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122939 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -18738086.000000 Penalty: 5857.614258
	Iteration 291Q: 3 clusters Score -1.873809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122947 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -18738092.000000 Penalty: 5857.614258
	Iteration 292Q: 3 clusters Score -1.873809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122958 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -18738072.000000 Penalty: 5857.614258
	Iteration 293Q: 3 clusters Score -1.873807e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122971 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -18738056.000000 Penalty: 5857.614258
	Iteration 294Q: 3 clusters Score -1.873806e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122990 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -18738060.000000 Penalty: 5857.614258
	Iteration 295Q: 3 clusters Score -1.873806e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123008 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -18738044.000000 Penalty: 5857.614258
	Iteration 296Q: 3 clusters Score -1.873804e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123032 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -18738040.000000 Penalty: 5857.614258
	Iteration 297Q: 3 clusters Score -1.873804e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123056 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -18738034.000000 Penalty: 5857.614258
	Iteration 298Q: 3 clusters Score -1.873803e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123085 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -18738052.000000 Penalty: 5857.614258
	Iteration 299Q: 3 clusters Score -1.873805e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123120 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -18738066.000000 Penalty: 5857.614258
	Iteration 300F: 3 clusters Score -1.873807e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123148 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -18738082.000000 Penalty: 5857.614258
	Iteration 301Q: 3 clusters Score -1.873808e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123169 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -18738080.000000 Penalty: 5857.614258
	Iteration 302Q: 3 clusters Score -1.873808e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123194 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -18738096.000000 Penalty: 5857.614258
	Iteration 303Q: 3 clusters Score -1.87381e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123217 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -18738072.000000 Penalty: 5857.614258
	Iteration 304Q: 3 clusters Score -1.873807e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123246 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -18738076.000000 Penalty: 5857.614258
	Iteration 305Q: 3 clusters Score -1.873808e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123269 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -18738054.000000 Penalty: 5857.614258
	Iteration 306Q: 3 clusters Score -1.873805e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123286 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -18738078.000000 Penalty: 5857.614258
	Iteration 307Q: 3 clusters Score -1.873808e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123301 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -18738064.000000 Penalty: 5857.614258
	Iteration 308Q: 3 clusters Score -1.873806e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123312 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -18738054.000000 Penalty: 5857.614258
	Iteration 309Q: 3 clusters Score -1.873805e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123324 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -18738052.000000 Penalty: 5857.614258
	Iteration 310Q: 3 clusters Score -1.873805e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123338 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -18738060.000000 Penalty: 5857.614258
	Iteration 311Q: 3 clusters Score -1.873806e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123356 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -18738066.000000 Penalty: 5857.614258
	Iteration 312Q: 3 clusters Score -1.873807e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123373 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -18738066.000000 Penalty: 5857.614258
	Iteration 313Q: 3 clusters Score -1.873807e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123386 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -18738054.000000 Penalty: 5857.614258
	Iteration 314Q: 3 clusters Score -1.873805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123394 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -18738064.000000 Penalty: 5857.614258
	Iteration 315Q: 3 clusters Score -1.873806e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123408 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -18738074.000000 Penalty: 5857.614258
	Iteration 316Q: 3 clusters Score -1.873807e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123421 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -18738054.000000 Penalty: 5857.614258
	Iteration 317Q: 3 clusters Score -1.873805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123430 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -18738052.000000 Penalty: 5857.614258
	Iteration 318Q: 3 clusters Score -1.873805e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123441 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -18738052.000000 Penalty: 5857.614258
	Iteration 319Q: 3 clusters Score -1.873805e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123455 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -18738064.000000 Penalty: 5857.614258
	Iteration 320F: 3 clusters Score -1.873806e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123476 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -18738064.000000 Penalty: 5857.614258
	Iteration 321Q: 3 clusters Score -1.873806e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123503 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -18738066.000000 Penalty: 5857.614258
	Iteration 322Q: 3 clusters Score -1.873807e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123538 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -18738074.000000 Penalty: 5857.614258
	Iteration 323Q: 3 clusters Score -1.873807e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123578 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -18738056.000000 Penalty: 5857.614258
	Iteration 324Q: 3 clusters Score -1.873806e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123607 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -18738072.000000 Penalty: 5857.614258
	Iteration 325Q: 3 clusters Score -1.873807e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123635 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -18738066.000000 Penalty: 5857.614258
	Iteration 326Q: 3 clusters Score -1.873807e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123657 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -18738060.000000 Penalty: 5857.614258
	Iteration 327Q: 3 clusters Score -1.873806e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123679 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -18738048.000000 Penalty: 5857.614258
	Iteration 328Q: 3 clusters Score -1.873805e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123708 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -18738030.000000 Penalty: 5857.614258
	Iteration 329Q: 3 clusters Score -1.873803e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123728 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -18738024.000000 Penalty: 5857.614258
	Iteration 330Q: 3 clusters Score -1.873802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123745 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -18738040.000000 Penalty: 5857.614258
	Iteration 331Q: 3 clusters Score -1.873804e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123766 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -18738050.000000 Penalty: 5857.614258
	Iteration 332Q: 3 clusters Score -1.873805e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123789 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -18738026.000000 Penalty: 5857.614258
	Iteration 333Q: 3 clusters Score -1.873803e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123817 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -18738038.000000 Penalty: 5857.614258
	Iteration 334Q: 3 clusters Score -1.873804e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123842 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -18738010.000000 Penalty: 5857.614258
	Iteration 335Q: 3 clusters Score -1.873801e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123865 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -18738006.000000 Penalty: 5857.614258
	Iteration 336Q: 3 clusters Score -1.873801e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123894 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -18738016.000000 Penalty: 5857.614258
	Iteration 337Q: 3 clusters Score -1.873802e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123925 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -18738028.000000 Penalty: 5857.614258
	Iteration 338Q: 3 clusters Score -1.873803e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123954 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -18738012.000000 Penalty: 5857.614258
	Iteration 339Q: 3 clusters Score -1.873801e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123978 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -18738026.000000 Penalty: 5857.614258
	Iteration 340F: 3 clusters Score -1.873803e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124000 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -18738038.000000 Penalty: 5857.614258
	Iteration 341Q: 3 clusters Score -1.873804e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124018 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -18738034.000000 Penalty: 5857.614258
	Iteration 342Q: 3 clusters Score -1.873803e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124036 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -18738042.000000 Penalty: 5857.614258
	Iteration 343Q: 3 clusters Score -1.873804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124050 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -18738028.000000 Penalty: 5857.614258
	Iteration 344Q: 3 clusters Score -1.873803e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124061 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -18738008.000000 Penalty: 5857.614258
	Iteration 345Q: 3 clusters Score -1.873801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124072 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -18738002.000000 Penalty: 5857.614258
	Iteration 346Q: 3 clusters Score -1.8738e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124092 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -18738004.000000 Penalty: 5857.614258
	Iteration 347Q: 3 clusters Score -1.8738e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124115 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -18737986.000000 Penalty: 5857.614258
	Iteration 348Q: 3 clusters Score -1.873799e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124138 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -18738000.000000 Penalty: 5857.614258
	Iteration 349Q: 3 clusters Score -1.8738e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124161 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -18737990.000000 Penalty: 5857.614258
	Iteration 350Q: 3 clusters Score -1.873799e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124184 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -18737984.000000 Penalty: 5857.614258
	Iteration 351Q: 3 clusters Score -1.873798e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124205 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -18737988.000000 Penalty: 5857.614258
	Iteration 352Q: 3 clusters Score -1.873799e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124219 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -18738000.000000 Penalty: 5857.614258
	Iteration 353Q: 3 clusters Score -1.8738e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124246 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -18737994.000000 Penalty: 5857.614258
	Iteration 354Q: 3 clusters Score -1.873799e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124266 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -18737988.000000 Penalty: 5857.614258
	Iteration 355Q: 3 clusters Score -1.873799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124276 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -18737996.000000 Penalty: 5857.614258
	Iteration 356Q: 3 clusters Score -1.8738e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124289 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -18738014.000000 Penalty: 5857.614258
	Iteration 357Q: 3 clusters Score -1.873801e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124301 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -18738022.000000 Penalty: 5857.614258
	Iteration 358Q: 3 clusters Score -1.873802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124313 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -18738006.000000 Penalty: 5857.614258
	Iteration 359Q: 3 clusters Score -1.873801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124320 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -18737996.000000 Penalty: 5857.614258
	Iteration 360F: 3 clusters Score -1.8738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124326 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -18737994.000000 Penalty: 5857.614258
	Iteration 361Q: 3 clusters Score -1.873799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124334 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -18738006.000000 Penalty: 5857.614258
	Iteration 362Q: 3 clusters Score -1.873801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124342 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -18738006.000000 Penalty: 5857.614258
	Iteration 363Q: 3 clusters Score -1.873801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124348 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -18738016.000000 Penalty: 5857.614258
	Iteration 364Q: 3 clusters Score -1.873802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124355 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -18738008.000000 Penalty: 5857.614258
	Iteration 365Q: 3 clusters Score -1.873801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124359 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -18737998.000000 Penalty: 5857.614258
	Iteration 366Q: 3 clusters Score -1.8738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124363 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -18737998.000000 Penalty: 5857.614258
	Iteration 367Q: 3 clusters Score -1.8738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124364 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -18738008.000000 Penalty: 5857.614258
	Iteration 368Q: 3 clusters Score -1.873801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124364 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -18738008.000000 Penalty: 5857.614258
	Iteration 369F: 3 clusters Score -1.873801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (45317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Entering Unmasked Estep 
Score: -6141437.000000 Penalty: 2658.916504
	Iteration 0F: 2 clusters Score -6141437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -6110953.000000 Penalty: 5317.833008
	Iteration 0F: 3 clusters Score -6110953 nChanged 20914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -6122197.500000 Penalty: 5317.833008
	Iteration 1F: 3 clusters Score -6122198 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -6122674.000000 Penalty: 5317.833008
	Iteration 2Q: 3 clusters Score -6122674 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -6123020.500000 Penalty: 5317.833008
	Iteration 3Q: 3 clusters Score -6123020 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -6123371.000000 Penalty: 5317.833008
	Iteration 4Q: 3 clusters Score -6123371 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -6123742.000000 Penalty: 5317.833008
	Iteration 5Q: 3 clusters Score -6123742 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -6124191.000000 Penalty: 5317.833008
	Iteration 6Q: 3 clusters Score -6124191 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -6124814.000000 Penalty: 5317.833008
	Iteration 7Q: 3 clusters Score -6124814 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -6125721.500000 Penalty: 5317.833008
	Iteration 8Q: 3 clusters Score -6125722 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -6126981.500000 Penalty: 5317.833008
	Iteration 9Q: 3 clusters Score -6126982 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -6128722.500000 Penalty: 5317.833008
	Iteration 10F: 3 clusters Score -6128722 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -6130890.500000 Penalty: 5317.833008
	Iteration 11F: 3 clusters Score -6130890 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -6133224.000000 Penalty: 5317.833008
	Iteration 12F: 3 clusters Score -6133224 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -6135117.000000 Penalty: 5317.833008
	Iteration 13F: 3 clusters Score -6135117 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -6136517.000000 Penalty: 5317.833008
	Iteration 14Q: 3 clusters Score -6136517 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -6137525.000000 Penalty: 5317.833008
	Iteration 15Q: 3 clusters Score -6137525 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -6138171.500000 Penalty: 5317.833008
	Iteration 16Q: 3 clusters Score -6138172 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -6138537.000000 Penalty: 5317.833008
	Iteration 17Q: 3 clusters Score -6138537 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -6138755.500000 Penalty: 5317.833008
	Iteration 18Q: 3 clusters Score -6138756 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -6138879.000000 Penalty: 5317.833008
	Iteration 19Q: 3 clusters Score -6138879 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -6138997.500000 Penalty: 5317.833008
	Iteration 20F: 3 clusters Score -6138998 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -6139060.000000 Penalty: 5317.833008
	Iteration 21Q: 3 clusters Score -6139060 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -6139105.000000 Penalty: 5317.833008
	Iteration 22Q: 3 clusters Score -6139105 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -6139139.000000 Penalty: 5317.833008
	Iteration 23Q: 3 clusters Score -6139139 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -6139156.500000 Penalty: 5317.833008
	Iteration 24Q: 3 clusters Score -6139156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -6139180.000000 Penalty: 5317.833008
	Iteration 25Q: 3 clusters Score -6139180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -6139196.500000 Penalty: 5317.833008
	Iteration 26Q: 3 clusters Score -6139196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -6139212.500000 Penalty: 5317.833008
	Iteration 27Q: 3 clusters Score -6139212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -6139219.500000 Penalty: 5317.833008
	Iteration 28Q: 3 clusters Score -6139220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -6139225.500000 Penalty: 5317.833008
	Iteration 29Q: 3 clusters Score -6139226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -6139223.500000 Penalty: 5317.833008
	Iteration 30Q: 3 clusters Score -6139224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -6139226.000000 Penalty: 5317.833008
	Iteration 31Q: 3 clusters Score -6139226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -6139221.000000 Penalty: 5317.833008
	Iteration 32Q: 3 clusters Score -6139221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -6139232.000000 Penalty: 5317.833008
	Iteration 33Q: 3 clusters Score -6139232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -6139233.000000 Penalty: 5317.833008
	Iteration 34Q: 3 clusters Score -6139233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -6139233.500000 Penalty: 5317.833008
	Iteration 35Q: 3 clusters Score -6139234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -6139237.500000 Penalty: 5317.833008
	Iteration 36Q: 3 clusters Score -6139238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -6139243.000000 Penalty: 5317.833008
	Iteration 37Q: 3 clusters Score -6139243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -6139242.500000 Penalty: 5317.833008
	Iteration 38Q: 3 clusters Score -6139242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -6139250.000000 Penalty: 5317.833008
	Iteration 39Q: 3 clusters Score -6139250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -6139242.500000 Penalty: 5317.833008
	Iteration 40F: 3 clusters Score -6139242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -6139240.500000 Penalty: 5317.833008
	Iteration 41Q: 3 clusters Score -6139240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -6139242.000000 Penalty: 5317.833008
	Iteration 42Q: 3 clusters Score -6139242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -6139242.000000 Penalty: 5317.833008
	Iteration 43Q: 3 clusters Score -6139242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -6139243.500000 Penalty: 5317.833008
	Iteration 44Q: 3 clusters Score -6139244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -6139243.500000 Penalty: 5317.833008
	Iteration 45F: 3 clusters Score -6139244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -93831.609375 Penalty: 1643.425903
	Iteration 0F: 2 clusters Score -93831.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -92226.398438 Penalty: 3286.851807
	Iteration 0F: 3 clusters Score -92226.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -92607.882812 Penalty: 3286.851807
	Iteration 1F: 3 clusters Score -92607.88 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -92771.781250 Penalty: 3286.851807
	Iteration 2F: 3 clusters Score -92771.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -92846.312500 Penalty: 3286.851807
	Iteration 3Q: 3 clusters Score -92846.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -92897.320312 Penalty: 3286.851807
	Iteration 4Q: 3 clusters Score -92897.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -92947.265625 Penalty: 3286.851807
	Iteration 5Q: 3 clusters Score -92947.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -92993.289062 Penalty: 3286.851807
	Iteration 6Q: 3 clusters Score -92993.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -93036.757812 Penalty: 3286.851807
	Iteration 7Q: 3 clusters Score -93036.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -93080.218750 Penalty: 3286.851807
	Iteration 8Q: 3 clusters Score -93080.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -93100.710938 Penalty: 3286.851807
	Iteration 9Q: 3 clusters Score -93100.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -93125.867188 Penalty: 3286.851807
	Iteration 10Q: 3 clusters Score -93125.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -93152.523438 Penalty: 3286.851807
	Iteration 11Q: 3 clusters Score -93152.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -93164.468750 Penalty: 3286.851807
	Iteration 12Q: 3 clusters Score -93164.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -93178.109375 Penalty: 3286.851807
	Iteration 13Q: 3 clusters Score -93178.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -93190.195312 Penalty: 3286.851807
	Iteration 14Q: 3 clusters Score -93190.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -93218.859375 Penalty: 3286.851807
	Iteration 15Q: 3 clusters Score -93218.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -93251.468750 Penalty: 3286.851807
	Iteration 16Q: 3 clusters Score -93251.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -93333.976562 Penalty: 3286.851807
	Iteration 17Q: 3 clusters Score -93333.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -93405.398438 Penalty: 3286.851807
	Iteration 18Q: 3 clusters Score -93405.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -93438.625000 Penalty: 3286.851807
	Iteration 19Q: 3 clusters Score -93438.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -93452.414062 Penalty: 3286.851807
	Iteration 20F: 3 clusters Score -93452.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -93538.562500 Penalty: 3286.851807
	Iteration 21Q: 3 clusters Score -93538.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -93628.226562 Penalty: 3286.851807
	Iteration 22Q: 3 clusters Score -93628.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -93640.359375 Penalty: 3286.851807
	Iteration 23Q: 3 clusters Score -93640.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -93647.968750 Penalty: 3286.851807
	Iteration 24Q: 3 clusters Score -93647.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -93663.609375 Penalty: 3286.851807
	Iteration 25Q: 3 clusters Score -93663.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -93674.148438 Penalty: 3286.851807
	Iteration 26Q: 3 clusters Score -93674.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -93691.773438 Penalty: 3286.851807
	Iteration 27Q: 3 clusters Score -93691.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -93704.968750 Penalty: 3286.851807
	Iteration 28Q: 3 clusters Score -93704.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -93715.250000 Penalty: 3286.851807
	Iteration 29Q: 3 clusters Score -93715.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -93728.070312 Penalty: 3286.851807
	Iteration 30Q: 3 clusters Score -93728.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -93734.359375 Penalty: 3286.851807
	Iteration 31Q: 3 clusters Score -93734.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -93748.648438 Penalty: 3286.851807
	Iteration 32Q: 3 clusters Score -93748.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -93759.046875 Penalty: 3286.851807
	Iteration 33Q: 3 clusters Score -93759.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -93762.781250 Penalty: 3286.851807
	Iteration 34Q: 3 clusters Score -93762.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -93779.484375 Penalty: 3286.851807
	Iteration 35Q: 3 clusters Score -93779.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -93789.945312 Penalty: 3286.851807
	Iteration 36Q: 3 clusters Score -93789.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -93792.976562 Penalty: 3286.851807
	Iteration 37Q: 3 clusters Score -93792.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -93802.718750 Penalty: 3286.851807
	Iteration 38Q: 3 clusters Score -93802.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -93813.453125 Penalty: 3286.851807
	Iteration 39Q: 3 clusters Score -93813.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -93842.117188 Penalty: 3286.851807
	Iteration 40F: 3 clusters Score -93842.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -93966.093750 Penalty: 3286.851807
	Iteration 41Q: 3 clusters Score -93966.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -94116.148438 Penalty: 3286.851807
	Iteration 42Q: 3 clusters Score -94116.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -94136.781250 Penalty: 3286.851807
	Iteration 43Q: 3 clusters Score -94136.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -94138.125000 Penalty: 3286.851807
	Iteration 44Q: 3 clusters Score -94138.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -94138.125000 Penalty: 3286.851807
	Iteration 45F: 3 clusters Score -94138.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200943 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11039 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136621 members 
Mstep: Class 19 contains 149500 members 
Mstep: Class 20 contains 30388 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36273 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46729 members 
Mstep: Class 25 contains 134552 members 
Mstep: Class 26 contains 45317 members 
Mstep: Class 27 contains 250 members 
Mstep: Class 28 contains 1039 members 
Mstep: Class 29 contains 505 members 
Entering Unmasked Estep 
Score: -142942208.000000 Penalty: 99736.046875
Splitting cluster 27 changes total score from -142943504.000000 to -142942208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (1039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Entering Unmasked Estep 
Score: -132407.578125 Penalty: 1722.611450
	Iteration 0F: 2 clusters Score -132407.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -130480.210938 Penalty: 3445.222900
	Iteration 0F: 3 clusters Score -130480.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -130851.796875 Penalty: 3445.222900
	Iteration 1F: 3 clusters Score -130851.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -131050.445312 Penalty: 3445.222900
	Iteration 2F: 3 clusters Score -131050.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -131218.437500 Penalty: 3445.222900
	Iteration 3F: 3 clusters Score -131218.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -131437.531250 Penalty: 3445.222900
	Iteration 4F: 3 clusters Score -131437.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -131565.859375 Penalty: 3445.222900
	Iteration 5Q: 3 clusters Score -131565.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -131759.046875 Penalty: 3445.222900
	Iteration 6Q: 3 clusters Score -131759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -131841.546875 Penalty: 3445.222900
	Iteration 7Q: 3 clusters Score -131841.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -131919.953125 Penalty: 3445.222900
	Iteration 8Q: 3 clusters Score -131920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -132013.796875 Penalty: 3445.222900
	Iteration 9Q: 3 clusters Score -132013.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -132128.593750 Penalty: 3445.222900
	Iteration 10Q: 3 clusters Score -132128.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -132233.625000 Penalty: 3445.222900
	Iteration 11Q: 3 clusters Score -132233.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -132353.859375 Penalty: 3445.222900
	Iteration 12Q: 3 clusters Score -132353.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -132378.734375 Penalty: 3445.222900
	Iteration 13Q: 3 clusters Score -132378.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -132396.687500 Penalty: 3445.222900
	Iteration 14Q: 3 clusters Score -132396.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -132409.031250 Penalty: 3445.222900
	Iteration 15Q: 3 clusters Score -132409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -132417.343750 Penalty: 3445.222900
	Iteration 16Q: 3 clusters Score -132417.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -132420.218750 Penalty: 3445.222900
	Iteration 17Q: 3 clusters Score -132420.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -132427.265625 Penalty: 3445.222900
	Iteration 18Q: 3 clusters Score -132427.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -132430.125000 Penalty: 3445.222900
	Iteration 19Q: 3 clusters Score -132430.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -132432.359375 Penalty: 3445.222900
	Iteration 20F: 3 clusters Score -132432.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200943 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11039 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136621 members 
Mstep: Class 19 contains 149500 members 
Mstep: Class 20 contains 30388 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36273 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46729 members 
Mstep: Class 25 contains 134552 members 
Mstep: Class 26 contains 45317 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 588 members 
Mstep: Class 29 contains 451 members 
Entering Unmasked Estep 
Score: -142941888.000000 Penalty: 99736.046875
Splitting cluster 28 changes total score from -142943504.000000 to -142941888.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200943 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11039 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136621 members 
Mstep: Class 19 contains 149500 members 
Mstep: Class 20 contains 30388 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36273 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46729 members 
Mstep: Class 25 contains 134552 members 
Mstep: Class 26 contains 45317 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943520.000000 Penalty: 96296.875000
Iteration 279Q: 29 clusters Score -1.429435e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200946 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11039 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136620 members 
Mstep: Class 19 contains 149500 members 
Mstep: Class 20 contains 30388 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36273 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46729 members 
Mstep: Class 25 contains 134550 members 
Mstep: Class 26 contains 45317 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943504.000000 Penalty: 96296.875000
Iteration 280F: 29 clusters Score -1.429435e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200948 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11039 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136619 members 
Mstep: Class 19 contains 149499 members 
Mstep: Class 20 contains 30388 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36273 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46730 members 
Mstep: Class 25 contains 134549 members 
Mstep: Class 26 contains 45317 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943520.000000 Penalty: 96296.875000
Iteration 281Q: 29 clusters Score -1.429435e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55627 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200950 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11039 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136617 members 
Mstep: Class 19 contains 149498 members 
Mstep: Class 20 contains 30388 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36273 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46733 members 
Mstep: Class 25 contains 134548 members 
Mstep: Class 26 contains 45317 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943520.000000 Penalty: 96296.875000
Iteration 282Q: 29 clusters Score -1.429435e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200953 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11039 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136617 members 
Mstep: Class 19 contains 149498 members 
Mstep: Class 20 contains 30388 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36273 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46733 members 
Mstep: Class 25 contains 134546 members 
Mstep: Class 26 contains 45317 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943504.000000 Penalty: 96296.875000
Iteration 283Q: 29 clusters Score -1.429435e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200954 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11039 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136619 members 
Mstep: Class 19 contains 149497 members 
Mstep: Class 20 contains 30388 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36273 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46733 members 
Mstep: Class 25 contains 134545 members 
Mstep: Class 26 contains 45316 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943536.000000 Penalty: 96296.875000
Iteration 284Q: 29 clusters Score -1.429435e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200958 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11039 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136617 members 
Mstep: Class 19 contains 149497 members 
Mstep: Class 20 contains 30388 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36273 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46733 members 
Mstep: Class 25 contains 134546 members 
Mstep: Class 26 contains 45313 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943456.000000 Penalty: 96296.875000
Iteration 285Q: 29 clusters Score -1.429435e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200956 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11039 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136618 members 
Mstep: Class 19 contains 149497 members 
Mstep: Class 20 contains 30388 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36274 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46733 members 
Mstep: Class 25 contains 134546 members 
Mstep: Class 26 contains 45313 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943488.000000 Penalty: 96296.875000
Iteration 286Q: 29 clusters Score -1.429435e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200955 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11039 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136617 members 
Mstep: Class 19 contains 149498 members 
Mstep: Class 20 contains 30388 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36274 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46733 members 
Mstep: Class 25 contains 134546 members 
Mstep: Class 26 contains 45314 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943456.000000 Penalty: 96296.875000
Iteration 287Q: 29 clusters Score -1.429435e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200953 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11039 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136618 members 
Mstep: Class 19 contains 149499 members 
Mstep: Class 20 contains 30388 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36274 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46733 members 
Mstep: Class 25 contains 134545 members 
Mstep: Class 26 contains 45315 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943472.000000 Penalty: 96296.875000
Iteration 288Q: 29 clusters Score -1.429435e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200950 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11040 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136619 members 
Mstep: Class 19 contains 149500 members 
Mstep: Class 20 contains 30388 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36274 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46733 members 
Mstep: Class 25 contains 134545 members 
Mstep: Class 26 contains 45315 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943488.000000 Penalty: 96296.875000
Iteration 289Q: 29 clusters Score -1.429435e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200948 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11042 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136620 members 
Mstep: Class 19 contains 149499 members 
Mstep: Class 20 contains 30388 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36274 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46733 members 
Mstep: Class 25 contains 134545 members 
Mstep: Class 26 contains 45315 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943440.000000 Penalty: 96296.875000
Iteration 290Q: 29 clusters Score -1.429434e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200947 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11042 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136619 members 
Mstep: Class 19 contains 149500 members 
Mstep: Class 20 contains 30388 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36274 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46734 members 
Mstep: Class 25 contains 134545 members 
Mstep: Class 26 contains 45315 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943424.000000 Penalty: 96296.875000
Iteration 291Q: 29 clusters Score -1.429434e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200947 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11040 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136619 members 
Mstep: Class 19 contains 149502 members 
Mstep: Class 20 contains 30389 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36274 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46734 members 
Mstep: Class 25 contains 134544 members 
Mstep: Class 26 contains 45315 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943440.000000 Penalty: 96296.875000
Iteration 292Q: 29 clusters Score -1.429434e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200949 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11038 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136619 members 
Mstep: Class 19 contains 149502 members 
Mstep: Class 20 contains 30389 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36274 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46734 members 
Mstep: Class 25 contains 134544 members 
Mstep: Class 26 contains 45315 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943408.000000 Penalty: 96296.875000
Iteration 293Q: 29 clusters Score -1.429434e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200948 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11037 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136619 members 
Mstep: Class 19 contains 149503 members 
Mstep: Class 20 contains 30389 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36274 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46734 members 
Mstep: Class 25 contains 134545 members 
Mstep: Class 26 contains 45315 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943376.000000 Penalty: 96296.875000
Iteration 294Q: 29 clusters Score -1.429434e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55624 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200950 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11035 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136618 members 
Mstep: Class 19 contains 149506 members 
Mstep: Class 20 contains 30389 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36274 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46734 members 
Mstep: Class 25 contains 134545 members 
Mstep: Class 26 contains 45315 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943424.000000 Penalty: 96296.875000
Iteration 295Q: 29 clusters Score -1.429434e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200955 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11034 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136618 members 
Mstep: Class 19 contains 149507 members 
Mstep: Class 20 contains 30389 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36274 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46734 members 
Mstep: Class 25 contains 134543 members 
Mstep: Class 26 contains 45314 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943472.000000 Penalty: 96296.875000
Iteration 296Q: 29 clusters Score -1.429435e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200953 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11033 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136618 members 
Mstep: Class 19 contains 149508 members 
Mstep: Class 20 contains 30389 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36274 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46734 members 
Mstep: Class 25 contains 134546 members 
Mstep: Class 26 contains 45313 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943424.000000 Penalty: 96296.875000
Iteration 297Q: 29 clusters Score -1.429434e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200956 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11032 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136618 members 
Mstep: Class 19 contains 149507 members 
Mstep: Class 20 contains 30389 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36274 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46734 members 
Mstep: Class 25 contains 134546 members 
Mstep: Class 26 contains 45312 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943408.000000 Penalty: 96296.875000
Iteration 298Q: 29 clusters Score -1.429434e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200959 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11028 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136620 members 
Mstep: Class 19 contains 149506 members 
Mstep: Class 20 contains 30389 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36274 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46734 members 
Mstep: Class 25 contains 134546 members 
Mstep: Class 26 contains 45312 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943440.000000 Penalty: 96296.875000
Iteration 299Q: 29 clusters Score -1.429434e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200966 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11024 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136619 members 
Mstep: Class 19 contains 149507 members 
Mstep: Class 20 contains 30389 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36274 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46734 members 
Mstep: Class 25 contains 134544 members 
Mstep: Class 26 contains 45311 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943472.000000 Penalty: 96296.875000
Iteration 300F: 29 clusters Score -1.429435e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55621 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200971 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11018 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136622 members 
Mstep: Class 19 contains 149507 members 
Mstep: Class 20 contains 30389 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36273 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46735 members 
Mstep: Class 25 contains 134545 members 
Mstep: Class 26 contains 45309 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943520.000000 Penalty: 96296.875000
Iteration 301Q: 29 clusters Score -1.429435e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55618 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200970 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11016 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136624 members 
Mstep: Class 19 contains 149508 members 
Mstep: Class 20 contains 30389 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36274 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46736 members 
Mstep: Class 25 contains 134546 members 
Mstep: Class 26 contains 45309 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943520.000000 Penalty: 96296.875000
Iteration 302Q: 29 clusters Score -1.429435e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55615 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23309 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200974 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11014 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136627 members 
Mstep: Class 19 contains 149506 members 
Mstep: Class 20 contains 30390 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36275 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46736 members 
Mstep: Class 25 contains 134547 members 
Mstep: Class 26 contains 45308 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943520.000000 Penalty: 96296.875000
Iteration 303Q: 29 clusters Score -1.429435e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55613 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23309 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200977 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11008 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136630 members 
Mstep: Class 19 contains 149509 members 
Mstep: Class 20 contains 30391 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36275 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46738 members 
Mstep: Class 25 contains 134545 members 
Mstep: Class 26 contains 45306 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943504.000000 Penalty: 96296.875000
Iteration 304Q: 29 clusters Score -1.429435e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55608 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23309 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49787 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200985 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11007 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136629 members 
Mstep: Class 19 contains 149508 members 
Mstep: Class 20 contains 30390 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36275 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46741 members 
Mstep: Class 25 contains 134544 members 
Mstep: Class 26 contains 45306 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943472.000000 Penalty: 96296.875000
Iteration 305Q: 29 clusters Score -1.429435e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23309 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49787 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200989 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11005 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136631 members 
Mstep: Class 19 contains 149509 members 
Mstep: Class 20 contains 30388 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46742 members 
Mstep: Class 25 contains 134543 members 
Mstep: Class 26 contains 45305 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943504.000000 Penalty: 96296.875000
Iteration 306Q: 29 clusters Score -1.429435e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23309 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49787 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 200996 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 10998 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136630 members 
Mstep: Class 19 contains 149513 members 
Mstep: Class 20 contains 30387 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36277 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46742 members 
Mstep: Class 25 contains 134540 members 
Mstep: Class 26 contains 45306 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943504.000000 Penalty: 96296.875000
Iteration 307Q: 29 clusters Score -1.429435e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23309 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49787 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 201003 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 10995 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136633 members 
Mstep: Class 19 contains 149517 members 
Mstep: Class 20 contains 30385 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36277 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46743 members 
Mstep: Class 25 contains 134536 members 
Mstep: Class 26 contains 45304 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943488.000000 Penalty: 96296.875000
Iteration 308Q: 29 clusters Score -1.429435e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55598 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23309 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49787 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 201009 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 10992 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136634 members 
Mstep: Class 19 contains 149517 members 
Mstep: Class 20 contains 30386 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36277 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46742 members 
Mstep: Class 25 contains 134537 members 
Mstep: Class 26 contains 45301 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943632.000000 Penalty: 96296.875000
Iteration 309Q: 29 clusters Score -1.429436e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23308 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49786 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 201020 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 10987 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136635 members 
Mstep: Class 19 contains 149520 members 
Mstep: Class 20 contains 30386 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36277 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46743 members 
Mstep: Class 25 contains 134532 members 
Mstep: Class 26 contains 45301 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943600.000000 Penalty: 96296.875000
Iteration 310Q: 29 clusters Score -1.429436e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23307 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49787 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 201026 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 10980 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136641 members 
Mstep: Class 19 contains 149519 members 
Mstep: Class 20 contains 30386 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46744 members 
Mstep: Class 25 contains 134532 members 
Mstep: Class 26 contains 45302 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943632.000000 Penalty: 96296.875000
Iteration 311Q: 29 clusters Score -1.429436e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23307 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49787 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 201028 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 10977 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136650 members 
Mstep: Class 19 contains 149521 members 
Mstep: Class 20 contains 30386 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36277 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 46745 members 
Mstep: Class 25 contains 134531 members 
Mstep: Class 26 contains 45300 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943600.000000 Penalty: 96296.875000
Iteration 312Q: 29 clusters Score -1.429436e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23307 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49787 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 201038 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7247 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9114 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136651 members 
Mstep: Class 19 contains 149525 members 
Mstep: Class 20 contains 30385 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36278 members 
Mstep: Class 23 contains 18011 members 
Mstep: Class 24 contains 46744 members 
Mstep: Class 25 contains 134525 members 
Mstep: Class 26 contains 45298 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943632.000000 Penalty: 96296.875000
Iteration 313Q: 29 clusters Score -1.429436e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55575 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23307 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49787 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 201039 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7247 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 10969 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9114 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136655 members 
Mstep: Class 19 contains 149529 members 
Mstep: Class 20 contains 30385 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 18011 members 
Mstep: Class 24 contains 46743 members 
Mstep: Class 25 contains 134525 members 
Mstep: Class 26 contains 45298 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943568.000000 Penalty: 96296.875000
Iteration 314Q: 29 clusters Score -1.429436e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23307 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49787 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 201044 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7247 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 10967 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9114 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136655 members 
Mstep: Class 19 contains 149531 members 
Mstep: Class 20 contains 30385 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36276 members 
Mstep: Class 23 contains 18011 members 
Mstep: Class 24 contains 46742 members 
Mstep: Class 25 contains 134523 members 
Mstep: Class 26 contains 45297 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943648.000000 Penalty: 96296.875000
Iteration 315Q: 29 clusters Score -1.429436e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55575 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23307 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49787 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 201046 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7247 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9114 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136652 members 
Mstep: Class 19 contains 149535 members 
Mstep: Class 20 contains 30386 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36275 members 
Mstep: Class 23 contains 18011 members 
Mstep: Class 24 contains 46744 members 
Mstep: Class 25 contains 134522 members 
Mstep: Class 26 contains 45297 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943600.000000 Penalty: 96296.875000
Iteration 316Q: 29 clusters Score -1.429436e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23307 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49787 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 201047 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7247 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9114 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136653 members 
Mstep: Class 19 contains 149536 members 
Mstep: Class 20 contains 30388 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36272 members 
Mstep: Class 23 contains 18011 members 
Mstep: Class 24 contains 46745 members 
Mstep: Class 25 contains 134521 members 
Mstep: Class 26 contains 45296 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943600.000000 Penalty: 96296.875000
Iteration 317Q: 29 clusters Score -1.429436e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55573 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23307 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 49787 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 201047 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7247 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9114 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136651 members 
Mstep: Class 19 contains 149540 members 
Mstep: Class 20 contains 30393 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36273 members 
Mstep: Class 23 contains 18011 members 
Mstep: Class 24 contains 46743 members 
Mstep: Class 25 contains 134518 members 
Mstep: Class 26 contains 45295 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142943568.000000 Penalty: 96296.875000
Iteration 318Q: 29 clusters Score -1.429436e+08 nChanged 24
Entering ConstructFrom: 
Score: -142943568.000000 Penalty: 96296.875000
Entering ConstructFrom: 
Trying to split cluster 1 (55572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55572 members 
Entering Unmasked Estep 
Score: -7802346.500000 Penalty: 2709.507812
	Iteration 0F: 2 clusters Score -7802346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -7765020.000000 Penalty: 5419.015625
	Iteration 0F: 3 clusters Score -7765020 nChanged 25865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -7779351.500000 Penalty: 5419.015625
	Iteration 1F: 3 clusters Score -7779352 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -7779959.500000 Penalty: 5419.015625
	Iteration 2Q: 3 clusters Score -7779960 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -7780558.500000 Penalty: 5419.015625
	Iteration 3Q: 3 clusters Score -7780558 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -7781231.000000 Penalty: 5419.015625
	Iteration 4Q: 3 clusters Score -7781231 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -7782054.500000 Penalty: 5419.015625
	Iteration 5Q: 3 clusters Score -7782054 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -7783173.500000 Penalty: 5419.015625
	Iteration 6Q: 3 clusters Score -7783174 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -7784838.000000 Penalty: 5419.015625
	Iteration 7F: 3 clusters Score -7784838 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -7787139.000000 Penalty: 5419.015625
	Iteration 8F: 3 clusters Score -7787139 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -7789826.000000 Penalty: 5419.015625
	Iteration 9F: 3 clusters Score -7789826 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -7792350.500000 Penalty: 5419.015625
	Iteration 10F: 3 clusters Score -7792350 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -7794343.500000 Penalty: 5419.015625
	Iteration 11Q: 3 clusters Score -7794344 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -7795432.000000 Penalty: 5419.015625
	Iteration 12Q: 3 clusters Score -7795432 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -7796209.500000 Penalty: 5419.015625
	Iteration 13Q: 3 clusters Score -7796210 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -7796780.000000 Penalty: 5419.015625
	Iteration 14Q: 3 clusters Score -7796780 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -7797268.000000 Penalty: 5419.015625
	Iteration 15Q: 3 clusters Score -7797268 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -7797724.000000 Penalty: 5419.015625
	Iteration 16Q: 3 clusters Score -7797724 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -7798051.000000 Penalty: 5419.015625
	Iteration 17Q: 3 clusters Score -7798051 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -7798272.500000 Penalty: 5419.015625
	Iteration 18Q: 3 clusters Score -7798272 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -7798455.500000 Penalty: 5419.015625
	Iteration 19Q: 3 clusters Score -7798456 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -7798644.500000 Penalty: 5419.015625
	Iteration 20F: 3 clusters Score -7798644 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -7798791.000000 Penalty: 5419.015625
	Iteration 21Q: 3 clusters Score -7798791 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -7798926.500000 Penalty: 5419.015625
	Iteration 22Q: 3 clusters Score -7798926 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 49478 members 
Entering Unmasked Estep 
Score: -7799066.500000 Penalty: 5419.015625
	Iteration 23Q: 3 clusters Score -7799066 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -7799210.500000 Penalty: 5419.015625
	Iteration 24Q: 3 clusters Score -7799210 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -7799369.500000 Penalty: 5419.015625
	Iteration 25Q: 3 clusters Score -7799370 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -7799511.000000 Penalty: 5419.015625
	Iteration 26Q: 3 clusters Score -7799511 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -7799606.000000 Penalty: 5419.015625
	Iteration 27Q: 3 clusters Score -7799606 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -7799705.000000 Penalty: 5419.015625
	Iteration 28Q: 3 clusters Score -7799705 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -7799785.500000 Penalty: 5419.015625
	Iteration 29Q: 3 clusters Score -7799786 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -7799874.500000 Penalty: 5419.015625
	Iteration 30Q: 3 clusters Score -7799874 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 52012 members 
Entering Unmasked Estep 
Score: -7799968.500000 Penalty: 5419.015625
	Iteration 31Q: 3 clusters Score -7799968 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -7800027.500000 Penalty: 5419.015625
	Iteration 32Q: 3 clusters Score -7800028 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -7800121.000000 Penalty: 5419.015625
	Iteration 33Q: 3 clusters Score -7800121 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 52602 members 
Entering Unmasked Estep 
Score: -7800192.000000 Penalty: 5419.015625
	Iteration 34Q: 3 clusters Score -7800192 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 52768 members 
Entering Unmasked Estep 
Score: -7800235.500000 Penalty: 5419.015625
	Iteration 35Q: 3 clusters Score -7800236 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -7800290.000000 Penalty: 5419.015625
	Iteration 36Q: 3 clusters Score -7800290 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
Score: -7800326.500000 Penalty: 5419.015625
	Iteration 37Q: 3 clusters Score -7800326 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -7800351.000000 Penalty: 5419.015625
	Iteration 38Q: 3 clusters Score -7800351 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 53208 members 
Entering Unmasked Estep 
Score: -7800379.000000 Penalty: 5419.015625
	Iteration 39Q: 3 clusters Score -7800379 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 53284 members 
Entering Unmasked Estep 
Score: -7800396.000000 Penalty: 5419.015625
	Iteration 40F: 3 clusters Score -7800396 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
Score: -7800412.500000 Penalty: 5419.015625
	Iteration 41Q: 3 clusters Score -7800412 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -7800456.500000 Penalty: 5419.015625
	Iteration 42Q: 3 clusters Score -7800456 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -7800483.500000 Penalty: 5419.015625
	Iteration 43Q: 3 clusters Score -7800484 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 53559 members 
Entering Unmasked Estep 
Score: -7800503.500000 Penalty: 5419.015625
	Iteration 44Q: 3 clusters Score -7800504 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -7800532.500000 Penalty: 5419.015625
	Iteration 45Q: 3 clusters Score -7800532 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 53663 members 
Entering Unmasked Estep 
Score: -7800554.500000 Penalty: 5419.015625
	Iteration 46Q: 3 clusters Score -7800554 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 53709 members 
Entering Unmasked Estep 
Score: -7800556.500000 Penalty: 5419.015625
	Iteration 47Q: 3 clusters Score -7800556 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -7800579.000000 Penalty: 5419.015625
	Iteration 48Q: 3 clusters Score -7800579 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 53789 members 
Entering Unmasked Estep 
Score: -7800594.000000 Penalty: 5419.015625
	Iteration 49Q: 3 clusters Score -7800594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 53819 members 
Entering Unmasked Estep 
Score: -7800607.000000 Penalty: 5419.015625
	Iteration 50Q: 3 clusters Score -7800607 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -7800621.000000 Penalty: 5419.015625
	Iteration 51Q: 3 clusters Score -7800621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -7800633.500000 Penalty: 5419.015625
	Iteration 52Q: 3 clusters Score -7800634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 53899 members 
Entering Unmasked Estep 
Score: -7800652.500000 Penalty: 5419.015625
	Iteration 53Q: 3 clusters Score -7800652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 53921 members 
Entering Unmasked Estep 
Score: -7800649.000000 Penalty: 5419.015625
	Iteration 54Q: 3 clusters Score -7800649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 53936 members 
Entering Unmasked Estep 
Score: -7800642.500000 Penalty: 5419.015625
	Iteration 55Q: 3 clusters Score -7800642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 53953 members 
Entering Unmasked Estep 
Score: -7800645.500000 Penalty: 5419.015625
	Iteration 56Q: 3 clusters Score -7800646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 53968 members 
Entering Unmasked Estep 
Score: -7800658.000000 Penalty: 5419.015625
	Iteration 57Q: 3 clusters Score -7800658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -7800663.000000 Penalty: 5419.015625
	Iteration 58Q: 3 clusters Score -7800663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 54004 members 
Entering Unmasked Estep 
Score: -7800670.500000 Penalty: 5419.015625
	Iteration 59Q: 3 clusters Score -7800670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 54024 members 
Entering Unmasked Estep 
Score: -7800683.500000 Penalty: 5419.015625
	Iteration 60F: 3 clusters Score -7800684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -7800688.500000 Penalty: 5419.015625
	Iteration 61Q: 3 clusters Score -7800688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 54054 members 
Entering Unmasked Estep 
Score: -7800679.000000 Penalty: 5419.015625
	Iteration 62Q: 3 clusters Score -7800679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -7800678.500000 Penalty: 5419.015625
	Iteration 63Q: 3 clusters Score -7800678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -7800692.500000 Penalty: 5419.015625
	Iteration 64Q: 3 clusters Score -7800692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -7800689.000000 Penalty: 5419.015625
	Iteration 65Q: 3 clusters Score -7800689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 54067 members 
Entering Unmasked Estep 
Score: -7800690.500000 Penalty: 5419.015625
	Iteration 66Q: 3 clusters Score -7800690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 54067 members 
Entering Unmasked Estep 
Score: -7800690.500000 Penalty: 5419.015625
	Iteration 67F: 3 clusters Score -7800690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Entering Unmasked Estep 
Score: -823682.187500 Penalty: 2161.944580
	Iteration 0F: 2 clusters Score -823682.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -818522.562500 Penalty: 4323.889160
	Iteration 0F: 3 clusters Score -818522.6 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -819976.250000 Penalty: 4323.889160
	Iteration 1F: 3 clusters Score -819976.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -820331.875000 Penalty: 4323.889160
	Iteration 2F: 3 clusters Score -820331.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -820655.937500 Penalty: 4323.889160
	Iteration 3F: 3 clusters Score -820655.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -821022.937500 Penalty: 4323.889160
	Iteration 4F: 3 clusters Score -821022.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -821449.625000 Penalty: 4323.889160
	Iteration 5F: 3 clusters Score -821449.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -821925.625000 Penalty: 4323.889160
	Iteration 6F: 3 clusters Score -821925.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -822376.937500 Penalty: 4323.889160
	Iteration 7F: 3 clusters Score -822376.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -822704.437500 Penalty: 4323.889160
	Iteration 8Q: 3 clusters Score -822704.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -822942.250000 Penalty: 4323.889160
	Iteration 9Q: 3 clusters Score -822942.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -823181.437500 Penalty: 4323.889160
	Iteration 10Q: 3 clusters Score -823181.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -823360.937500 Penalty: 4323.889160
	Iteration 11Q: 3 clusters Score -823360.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -823513.187500 Penalty: 4323.889160
	Iteration 12Q: 3 clusters Score -823513.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -823647.062500 Penalty: 4323.889160
	Iteration 13Q: 3 clusters Score -823647.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -823804.750000 Penalty: 4323.889160
	Iteration 14Q: 3 clusters Score -823804.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -823989.812500 Penalty: 4323.889160
	Iteration 15Q: 3 clusters Score -823989.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -824203.812500 Penalty: 4323.889160
	Iteration 16Q: 3 clusters Score -824203.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -824310.562500 Penalty: 4323.889160
	Iteration 17Q: 3 clusters Score -824310.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -824352.625000 Penalty: 4323.889160
	Iteration 18Q: 3 clusters Score -824352.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -824374.250000 Penalty: 4323.889160
	Iteration 19Q: 3 clusters Score -824374.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -824382.437500 Penalty: 4323.889160
	Iteration 20F: 3 clusters Score -824382.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -824386.000000 Penalty: 4323.889160
	Iteration 21Q: 3 clusters Score -824386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -824388.250000 Penalty: 4323.889160
	Iteration 22Q: 3 clusters Score -824388.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -824387.000000 Penalty: 4323.889160
	Iteration 23Q: 3 clusters Score -824387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -824386.375000 Penalty: 4323.889160
	Iteration 24Q: 3 clusters Score -824386.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -824386.062500 Penalty: 4323.889160
	Iteration 25Q: 3 clusters Score -824386.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -824386.062500 Penalty: 4323.889160
	Iteration 26Q: 3 clusters Score -824386.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -824387.625000 Penalty: 4323.889160
	Iteration 27Q: 3 clusters Score -824387.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -824387.625000 Penalty: 4323.889160
	Iteration 28F: 3 clusters Score -824387.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55572 members 
Mstep: Class 2 contains 2111 members 
Mstep: Class 3 contains 23306 members 
Mstep: Class 4 contains 14401 members 
Mstep: Class 5 contains 49787 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 201051 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7247 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 10960 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9114 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136652 members 
Mstep: Class 19 contains 149541 members 
Mstep: Class 20 contains 30394 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36274 members 
Mstep: Class 23 contains 18011 members 
Mstep: Class 24 contains 46741 members 
Mstep: Class 25 contains 134516 members 
Mstep: Class 26 contains 45293 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Mstep: Class 29 contains 3998 members 
Entering Unmasked Estep 
Score: -142942768.000000 Penalty: 99736.046875
Splitting cluster 2 changes total score from -142943568.000000 to -142942768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (23306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Entering Unmasked Estep 
Score: -3033077.250000 Penalty: 2494.003662
	Iteration 0F: 2 clusters Score -3033077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -3016858.250000 Penalty: 4988.007324
	Iteration 0F: 3 clusters Score -3016858 nChanged 10361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -3022742.000000 Penalty: 4988.007324
	Iteration 1F: 3 clusters Score -3022742 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -3023697.250000 Penalty: 4988.007324
	Iteration 2F: 3 clusters Score -3023697 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -3024681.500000 Penalty: 4988.007324
	Iteration 3F: 3 clusters Score -3024682 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -3025685.750000 Penalty: 4988.007324
	Iteration 4F: 3 clusters Score -3025686 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -3026692.500000 Penalty: 4988.007324
	Iteration 5F: 3 clusters Score -3026692 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -3027721.250000 Penalty: 4988.007324
	Iteration 6F: 3 clusters Score -3027721 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -3028793.750000 Penalty: 4988.007324
	Iteration 7F: 3 clusters Score -3028794 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -3029819.750000 Penalty: 4988.007324
	Iteration 8F: 3 clusters Score -3029820 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -3030590.750000 Penalty: 4988.007324
	Iteration 9Q: 3 clusters Score -3030591 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -3031122.750000 Penalty: 4988.007324
	Iteration 10Q: 3 clusters Score -3031123 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -3031472.000000 Penalty: 4988.007324
	Iteration 11Q: 3 clusters Score -3031472 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -3031687.250000 Penalty: 4988.007324
	Iteration 12Q: 3 clusters Score -3031687 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -3031885.750000 Penalty: 4988.007324
	Iteration 13Q: 3 clusters Score -3031886 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -3032043.000000 Penalty: 4988.007324
	Iteration 14Q: 3 clusters Score -3032043 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -3032149.500000 Penalty: 4988.007324
	Iteration 15Q: 3 clusters Score -3032150 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -3032270.500000 Penalty: 4988.007324
	Iteration 16Q: 3 clusters Score -3032270 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -3032396.000000 Penalty: 4988.007324
	Iteration 17Q: 3 clusters Score -3032396 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -3032498.250000 Penalty: 4988.007324
	Iteration 18Q: 3 clusters Score -3032498 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -3032565.250000 Penalty: 4988.007324
	Iteration 19Q: 3 clusters Score -3032565 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -3032604.750000 Penalty: 4988.007324
	Iteration 20F: 3 clusters Score -3032605 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -3032642.750000 Penalty: 4988.007324
	Iteration 21Q: 3 clusters Score -3032643 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -3032650.000000 Penalty: 4988.007324
	Iteration 22Q: 3 clusters Score -3032650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -3032651.250000 Penalty: 4988.007324
	Iteration 23Q: 3 clusters Score -3032651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -3032656.000000 Penalty: 4988.007324
	Iteration 24Q: 3 clusters Score -3032656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -3032658.250000 Penalty: 4988.007324
	Iteration 25Q: 3 clusters Score -3032658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -3032664.500000 Penalty: 4988.007324
	Iteration 26Q: 3 clusters Score -3032664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -3032663.750000 Penalty: 4988.007324
	Iteration 27Q: 3 clusters Score -3032664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -3032667.500000 Penalty: 4988.007324
	Iteration 28Q: 3 clusters Score -3032668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -3032672.000000 Penalty: 4988.007324
	Iteration 29Q: 3 clusters Score -3032672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -3032671.500000 Penalty: 4988.007324
	Iteration 30Q: 3 clusters Score -3032672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -3032667.750000 Penalty: 4988.007324
	Iteration 31Q: 3 clusters Score -3032668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -3032674.000000 Penalty: 4988.007324
	Iteration 32Q: 3 clusters Score -3032674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -3032682.000000 Penalty: 4988.007324
	Iteration 33Q: 3 clusters Score -3032682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -3032674.750000 Penalty: 4988.007324
	Iteration 34Q: 3 clusters Score -3032675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -3032681.500000 Penalty: 4988.007324
	Iteration 35Q: 3 clusters Score -3032682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -3032679.250000 Penalty: 4988.007324
	Iteration 36Q: 3 clusters Score -3032679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -3032682.500000 Penalty: 4988.007324
	Iteration 37Q: 3 clusters Score -3032682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -3032679.000000 Penalty: 4988.007324
	Iteration 38Q: 3 clusters Score -3032679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -3032675.000000 Penalty: 4988.007324
	Iteration 39Q: 3 clusters Score -3032675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -3032674.000000 Penalty: 4988.007324
	Iteration 40F: 3 clusters Score -3032674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -3032675.500000 Penalty: 4988.007324
	Iteration 41Q: 3 clusters Score -3032676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -3032672.250000 Penalty: 4988.007324
	Iteration 42Q: 3 clusters Score -3032672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -3032674.000000 Penalty: 4988.007324
	Iteration 43Q: 3 clusters Score -3032674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -3032675.750000 Penalty: 4988.007324
	Iteration 44Q: 3 clusters Score -3032676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -3032675.750000 Penalty: 4988.007324
	Iteration 45F: 3 clusters Score -3032676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Entering Unmasked Estep 
Score: -1967907.250000 Penalty: 2374.613281
	Iteration 0F: 2 clusters Score -1967907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1957426.000000 Penalty: 4749.226562
	Iteration 0F: 3 clusters Score -1957426 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1960790.750000 Penalty: 4749.226562
	Iteration 1F: 3 clusters Score -1960791 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1961194.500000 Penalty: 4749.226562
	Iteration 2F: 3 clusters Score -1961194 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1961531.875000 Penalty: 4749.226562
	Iteration 3F: 3 clusters Score -1961532 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1961811.875000 Penalty: 4749.226562
	Iteration 4Q: 3 clusters Score -1961812 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1962087.625000 Penalty: 4749.226562
	Iteration 5Q: 3 clusters Score -1962088 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1962397.500000 Penalty: 4749.226562
	Iteration 6Q: 3 clusters Score -1962398 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1962769.000000 Penalty: 4749.226562
	Iteration 7Q: 3 clusters Score -1962769 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1963195.625000 Penalty: 4749.226562
	Iteration 8Q: 3 clusters Score -1963196 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1963728.875000 Penalty: 4749.226562
	Iteration 9F: 3 clusters Score -1963729 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1964336.375000 Penalty: 4749.226562
	Iteration 10F: 3 clusters Score -1964336 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1965006.750000 Penalty: 4749.226562
	Iteration 11F: 3 clusters Score -1965007 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1965513.375000 Penalty: 4749.226562
	Iteration 12Q: 3 clusters Score -1965513 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1965888.250000 Penalty: 4749.226562
	Iteration 13Q: 3 clusters Score -1965888 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1966165.500000 Penalty: 4749.226562
	Iteration 14Q: 3 clusters Score -1966166 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1966375.625000 Penalty: 4749.226562
	Iteration 15Q: 3 clusters Score -1966376 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1966556.625000 Penalty: 4749.226562
	Iteration 16Q: 3 clusters Score -1966557 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1966700.250000 Penalty: 4749.226562
	Iteration 17Q: 3 clusters Score -1966700 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1966829.125000 Penalty: 4749.226562
	Iteration 18Q: 3 clusters Score -1966829 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1966918.500000 Penalty: 4749.226562
	Iteration 19Q: 3 clusters Score -1966918 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1967011.000000 Penalty: 4749.226562
	Iteration 20F: 3 clusters Score -1967011 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1967070.500000 Penalty: 4749.226562
	Iteration 21Q: 3 clusters Score -1967070 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1967129.875000 Penalty: 4749.226562
	Iteration 22Q: 3 clusters Score -1967130 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1967165.500000 Penalty: 4749.226562
	Iteration 23Q: 3 clusters Score -1967166 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1967186.375000 Penalty: 4749.226562
	Iteration 24Q: 3 clusters Score -1967186 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1967211.375000 Penalty: 4749.226562
	Iteration 25Q: 3 clusters Score -1967211 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1967242.125000 Penalty: 4749.226562
	Iteration 26Q: 3 clusters Score -1967242 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1967259.375000 Penalty: 4749.226562
	Iteration 27Q: 3 clusters Score -1967259 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1967289.750000 Penalty: 4749.226562
	Iteration 28Q: 3 clusters Score -1967290 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1967310.875000 Penalty: 4749.226562
	Iteration 29Q: 3 clusters Score -1967311 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1967333.500000 Penalty: 4749.226562
	Iteration 30Q: 3 clusters Score -1967334 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1967347.125000 Penalty: 4749.226562
	Iteration 31Q: 3 clusters Score -1967347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1967359.750000 Penalty: 4749.226562
	Iteration 32Q: 3 clusters Score -1967360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1967363.500000 Penalty: 4749.226562
	Iteration 33Q: 3 clusters Score -1967364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1967370.250000 Penalty: 4749.226562
	Iteration 34Q: 3 clusters Score -1967370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1967381.250000 Penalty: 4749.226562
	Iteration 35Q: 3 clusters Score -1967381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1967385.125000 Penalty: 4749.226562
	Iteration 36Q: 3 clusters Score -1967385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1967397.750000 Penalty: 4749.226562
	Iteration 37Q: 3 clusters Score -1967398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1967407.125000 Penalty: 4749.226562
	Iteration 38Q: 3 clusters Score -1967407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1967414.750000 Penalty: 4749.226562
	Iteration 39Q: 3 clusters Score -1967415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1967423.125000 Penalty: 4749.226562
	Iteration 40F: 3 clusters Score -1967423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1967428.625000 Penalty: 4749.226562
	Iteration 41Q: 3 clusters Score -1967429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1967436.375000 Penalty: 4749.226562
	Iteration 42Q: 3 clusters Score -1967436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1967446.375000 Penalty: 4749.226562
	Iteration 43Q: 3 clusters Score -1967446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1967449.500000 Penalty: 4749.226562
	Iteration 44Q: 3 clusters Score -1967450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1967457.125000 Penalty: 4749.226562
	Iteration 45Q: 3 clusters Score -1967457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1967460.375000 Penalty: 4749.226562
	Iteration 46Q: 3 clusters Score -1967460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1967462.375000 Penalty: 4749.226562
	Iteration 47Q: 3 clusters Score -1967462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1967465.500000 Penalty: 4749.226562
	Iteration 48Q: 3 clusters Score -1967466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1967465.750000 Penalty: 4749.226562
	Iteration 49Q: 3 clusters Score -1967466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1967465.500000 Penalty: 4749.226562
	Iteration 50Q: 3 clusters Score -1967466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1967466.750000 Penalty: 4749.226562
	Iteration 51Q: 3 clusters Score -1967467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1967468.500000 Penalty: 4749.226562
	Iteration 52Q: 3 clusters Score -1967468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1967471.000000 Penalty: 4749.226562
	Iteration 53Q: 3 clusters Score -1967471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1967476.250000 Penalty: 4749.226562
	Iteration 54Q: 3 clusters Score -1967476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1967484.750000 Penalty: 4749.226562
	Iteration 55Q: 3 clusters Score -1967485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1967488.625000 Penalty: 4749.226562
	Iteration 56Q: 3 clusters Score -1967489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1967492.500000 Penalty: 4749.226562
	Iteration 57Q: 3 clusters Score -1967492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1967499.500000 Penalty: 4749.226562
	Iteration 58Q: 3 clusters Score -1967500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1967498.875000 Penalty: 4749.226562
	Iteration 59Q: 3 clusters Score -1967499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1967506.750000 Penalty: 4749.226562
	Iteration 60F: 3 clusters Score -1967507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1967514.125000 Penalty: 4749.226562
	Iteration 61Q: 3 clusters Score -1967514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1967517.250000 Penalty: 4749.226562
	Iteration 62Q: 3 clusters Score -1967517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1967523.125000 Penalty: 4749.226562
	Iteration 63Q: 3 clusters Score -1967523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1967525.625000 Penalty: 4749.226562
	Iteration 64Q: 3 clusters Score -1967526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1967535.250000 Penalty: 4749.226562
	Iteration 65Q: 3 clusters Score -1967535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1967548.500000 Penalty: 4749.226562
	Iteration 66Q: 3 clusters Score -1967548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1967550.625000 Penalty: 4749.226562
	Iteration 67Q: 3 clusters Score -1967551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1967563.500000 Penalty: 4749.226562
	Iteration 68Q: 3 clusters Score -1967564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1967569.000000 Penalty: 4749.226562
	Iteration 69Q: 3 clusters Score -1967569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1967571.250000 Penalty: 4749.226562
	Iteration 70Q: 3 clusters Score -1967571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1967576.000000 Penalty: 4749.226562
	Iteration 71Q: 3 clusters Score -1967576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1967585.875000 Penalty: 4749.226562
	Iteration 72Q: 3 clusters Score -1967586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1967586.000000 Penalty: 4749.226562
	Iteration 73Q: 3 clusters Score -1967586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1967589.625000 Penalty: 4749.226562
	Iteration 74Q: 3 clusters Score -1967590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1967588.750000 Penalty: 4749.226562
	Iteration 75Q: 3 clusters Score -1967589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1967589.500000 Penalty: 4749.226562
	Iteration 76Q: 3 clusters Score -1967590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1967593.750000 Penalty: 4749.226562
	Iteration 77Q: 3 clusters Score -1967594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1967594.625000 Penalty: 4749.226562
	Iteration 78Q: 3 clusters Score -1967595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1967593.625000 Penalty: 4749.226562
	Iteration 79Q: 3 clusters Score -1967594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1967593.625000 Penalty: 4749.226562
	Iteration 80F: 3 clusters Score -1967594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Entering Unmasked Estep 
Score: -6842852.500000 Penalty: 2682.246094
	Iteration 0F: 2 clusters Score -6842852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -6809107 nChanged 22901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -6821716 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6822199 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6822596 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -6823088 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -6823716.000000 Penalty: 5364.492188
	Iteration 5Q: 3 clusters Score -6823716 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -6824503.000000 Penalty: 5364.492188
	Iteration 6Q: 3 clusters Score -6824503 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -6825669.500000 Penalty: 5364.492188
	Iteration 7Q: 3 clusters Score -6825670 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -6827373.000000 Penalty: 5364.492188
	Iteration 8F: 3 clusters Score -6827373 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -6829618.500000 Penalty: 5364.492188
	Iteration 9F: 3 clusters Score -6829618 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -6831875.500000 Penalty: 5364.492188
	Iteration 10F: 3 clusters Score -6831876 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -6833458.000000 Penalty: 5364.492188
	Iteration 11F: 3 clusters Score -6833458 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -6834403.500000 Penalty: 5364.492188
	Iteration 12Q: 3 clusters Score -6834404 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -6834958.500000 Penalty: 5364.492188
	Iteration 13Q: 3 clusters Score -6834958 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -6835270.500000 Penalty: 5364.492188
	Iteration 14Q: 3 clusters Score -6835270 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -6835467.500000 Penalty: 5364.492188
	Iteration 15Q: 3 clusters Score -6835468 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -6835651.500000 Penalty: 5364.492188
	Iteration 16Q: 3 clusters Score -6835652 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -6835777.000000 Penalty: 5364.492188
	Iteration 17Q: 3 clusters Score -6835777 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -6835887.500000 Penalty: 5364.492188
	Iteration 18Q: 3 clusters Score -6835888 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -6835978.000000 Penalty: 5364.492188
	Iteration 19Q: 3 clusters Score -6835978 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -6836081.000000 Penalty: 5364.492188
	Iteration 20F: 3 clusters Score -6836081 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -6836121.500000 Penalty: 5364.492188
	Iteration 21Q: 3 clusters Score -6836122 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -6836125.000000 Penalty: 5364.492188
	Iteration 22Q: 3 clusters Score -6836125 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -6836170.500000 Penalty: 5364.492188
	Iteration 23Q: 3 clusters Score -6836170 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -6836214.000000 Penalty: 5364.492188
	Iteration 24Q: 3 clusters Score -6836214 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -6836258.500000 Penalty: 5364.492188
	Iteration 25Q: 3 clusters Score -6836258 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -6836291.500000 Penalty: 5364.492188
	Iteration 26Q: 3 clusters Score -6836292 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -6836329.500000 Penalty: 5364.492188
	Iteration 27Q: 3 clusters Score -6836330 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -6836380.500000 Penalty: 5364.492188
	Iteration 28Q: 3 clusters Score -6836380 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -6836419.500000 Penalty: 5364.492188
	Iteration 29Q: 3 clusters Score -6836420 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -6836437.000000 Penalty: 5364.492188
	Iteration 30Q: 3 clusters Score -6836437 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -6836468.500000 Penalty: 5364.492188
	Iteration 31Q: 3 clusters Score -6836468 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -6836521.500000 Penalty: 5364.492188
	Iteration 32Q: 3 clusters Score -6836522 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -6836564.500000 Penalty: 5364.492188
	Iteration 33Q: 3 clusters Score -6836564 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -6836600.500000 Penalty: 5364.492188
	Iteration 34Q: 3 clusters Score -6836600 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -6836608.500000 Penalty: 5364.492188
	Iteration 35Q: 3 clusters Score -6836608 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -6836661.500000 Penalty: 5364.492188
	Iteration 36Q: 3 clusters Score -6836662 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -6836708.000000 Penalty: 5364.492188
	Iteration 37Q: 3 clusters Score -6836708 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -6836755.500000 Penalty: 5364.492188
	Iteration 38Q: 3 clusters Score -6836756 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -6836805.000000 Penalty: 5364.492188
	Iteration 39Q: 3 clusters Score -6836805 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -6836890.500000 Penalty: 5364.492188
	Iteration 40F: 3 clusters Score -6836890 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -6836977.000000 Penalty: 5364.492188
	Iteration 41Q: 3 clusters Score -6836977 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -6837065.500000 Penalty: 5364.492188
	Iteration 42Q: 3 clusters Score -6837066 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -6837195.500000 Penalty: 5364.492188
	Iteration 43Q: 3 clusters Score -6837196 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -6837326.500000 Penalty: 5364.492188
	Iteration 44Q: 3 clusters Score -6837326 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -6837426.000000 Penalty: 5364.492188
	Iteration 45Q: 3 clusters Score -6837426 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -6837564.500000 Penalty: 5364.492188
	Iteration 46Q: 3 clusters Score -6837564 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -6837743.000000 Penalty: 5364.492188
	Iteration 47Q: 3 clusters Score -6837743 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -6837923.500000 Penalty: 5364.492188
	Iteration 48Q: 3 clusters Score -6837924 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -6838160.000000 Penalty: 5364.492188
	Iteration 49Q: 3 clusters Score -6838160 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -6838377.000000 Penalty: 5364.492188
	Iteration 50Q: 3 clusters Score -6838377 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -6838716.500000 Penalty: 5364.492188
	Iteration 51Q: 3 clusters Score -6838716 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -6839018.000000 Penalty: 5364.492188
	Iteration 52Q: 3 clusters Score -6839018 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -6839336.000000 Penalty: 5364.492188
	Iteration 53Q: 3 clusters Score -6839336 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -6839668.500000 Penalty: 5364.492188
	Iteration 54Q: 3 clusters Score -6839668 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -6840032.500000 Penalty: 5364.492188
	Iteration 55Q: 3 clusters Score -6840032 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -6840425.500000 Penalty: 5364.492188
	Iteration 56Q: 3 clusters Score -6840426 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -6840867.500000 Penalty: 5364.492188
	Iteration 57Q: 3 clusters Score -6840868 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -6841130.500000 Penalty: 5364.492188
	Iteration 58Q: 3 clusters Score -6841130 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -6841439.000000 Penalty: 5364.492188
	Iteration 59Q: 3 clusters Score -6841439 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -6841679.000000 Penalty: 5364.492188
	Iteration 60F: 3 clusters Score -6841679 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -6841870.500000 Penalty: 5364.492188
	Iteration 61Q: 3 clusters Score -6841870 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -6842038.500000 Penalty: 5364.492188
	Iteration 62Q: 3 clusters Score -6842038 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -6842178.500000 Penalty: 5364.492188
	Iteration 63Q: 3 clusters Score -6842178 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -6842247.500000 Penalty: 5364.492188
	Iteration 64Q: 3 clusters Score -6842248 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -6842334.000000 Penalty: 5364.492188
	Iteration 65Q: 3 clusters Score -6842334 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -6842393.500000 Penalty: 5364.492188
	Iteration 66Q: 3 clusters Score -6842394 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -6842419.500000 Penalty: 5364.492188
	Iteration 67Q: 3 clusters Score -6842420 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -6842444.500000 Penalty: 5364.492188
	Iteration 68Q: 3 clusters Score -6842444 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -6842476.500000 Penalty: 5364.492188
	Iteration 69Q: 3 clusters Score -6842476 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -6842504.500000 Penalty: 5364.492188
	Iteration 70Q: 3 clusters Score -6842504 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -6842536.000000 Penalty: 5364.492188
	Iteration 71Q: 3 clusters Score -6842536 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -6842533.000000 Penalty: 5364.492188
	Iteration 72Q: 3 clusters Score -6842533 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -6842562.000000 Penalty: 5364.492188
	Iteration 73Q: 3 clusters Score -6842562 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -6842582.500000 Penalty: 5364.492188
	Iteration 74Q: 3 clusters Score -6842582 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -6842605.500000 Penalty: 5364.492188
	Iteration 75Q: 3 clusters Score -6842606 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -6842631.500000 Penalty: 5364.492188
	Iteration 76Q: 3 clusters Score -6842632 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -6842630.000000 Penalty: 5364.492188
	Iteration 77Q: 3 clusters Score -6842630 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -6842645.500000 Penalty: 5364.492188
	Iteration 78Q: 3 clusters Score -6842646 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -6842668.500000 Penalty: 5364.492188
	Iteration 79Q: 3 clusters Score -6842668 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -6842662.000000 Penalty: 5364.492188
	Iteration 80F: 3 clusters Score -6842662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -6842655.500000 Penalty: 5364.492188
	Iteration 81Q: 3 clusters Score -6842656 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -6842649.000000 Penalty: 5364.492188
	Iteration 82Q: 3 clusters Score -6842649 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -6842663.000000 Penalty: 5364.492188
	Iteration 83Q: 3 clusters Score -6842663 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -6842664.500000 Penalty: 5364.492188
	Iteration 84Q: 3 clusters Score -6842664 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -6842677.000000 Penalty: 5364.492188
	Iteration 85Q: 3 clusters Score -6842677 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -6842683.000000 Penalty: 5364.492188
	Iteration 86Q: 3 clusters Score -6842683 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -6842696.000000 Penalty: 5364.492188
	Iteration 87Q: 3 clusters Score -6842696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -6842687.000000 Penalty: 5364.492188
	Iteration 88Q: 3 clusters Score -6842687 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -6842683.500000 Penalty: 5364.492188
	Iteration 89Q: 3 clusters Score -6842684 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -6842687.000000 Penalty: 5364.492188
	Iteration 90Q: 3 clusters Score -6842687 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -6842694.000000 Penalty: 5364.492188
	Iteration 91Q: 3 clusters Score -6842694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -6842695.000000 Penalty: 5364.492188
	Iteration 92Q: 3 clusters Score -6842695 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -6842694.500000 Penalty: 5364.492188
	Iteration 93Q: 3 clusters Score -6842694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -6842688.500000 Penalty: 5364.492188
	Iteration 94Q: 3 clusters Score -6842688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -6842708.000000 Penalty: 5364.492188
	Iteration 95Q: 3 clusters Score -6842708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -6842710.500000 Penalty: 5364.492188
	Iteration 96Q: 3 clusters Score -6842710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -6842700.500000 Penalty: 5364.492188
	Iteration 97Q: 3 clusters Score -6842700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -6842709.000000 Penalty: 5364.492188
	Iteration 98Q: 3 clusters Score -6842709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -6842708.000000 Penalty: 5364.492188
	Iteration 99Q: 3 clusters Score -6842708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -6842718.000000 Penalty: 5364.492188
	Iteration 100F: 3 clusters Score -6842718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -6842718.000000 Penalty: 5364.492188
	Iteration 101Q: 3 clusters Score -6842718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -6842726.000000 Penalty: 5364.492188
	Iteration 102Q: 3 clusters Score -6842726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -6842732.000000 Penalty: 5364.492188
	Iteration 103Q: 3 clusters Score -6842732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -6842730.500000 Penalty: 5364.492188
	Iteration 104Q: 3 clusters Score -6842730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -6842746.000000 Penalty: 5364.492188
	Iteration 105Q: 3 clusters Score -6842746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -6842751.500000 Penalty: 5364.492188
	Iteration 106Q: 3 clusters Score -6842752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -6842759.000000 Penalty: 5364.492188
	Iteration 107Q: 3 clusters Score -6842759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -6842757.000000 Penalty: 5364.492188
	Iteration 108Q: 3 clusters Score -6842757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -6842757.500000 Penalty: 5364.492188
	Iteration 109Q: 3 clusters Score -6842758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -6842759.000000 Penalty: 5364.492188
	Iteration 110Q: 3 clusters Score -6842759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -6842775.000000 Penalty: 5364.492188
	Iteration 111Q: 3 clusters Score -6842775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -6842767.000000 Penalty: 5364.492188
	Iteration 112Q: 3 clusters Score -6842767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -6842761.000000 Penalty: 5364.492188
	Iteration 113Q: 3 clusters Score -6842761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -6842763.000000 Penalty: 5364.492188
	Iteration 114Q: 3 clusters Score -6842763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -6842765.500000 Penalty: 5364.492188
	Iteration 115Q: 3 clusters Score -6842766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -6842773.500000 Penalty: 5364.492188
	Iteration 116Q: 3 clusters Score -6842774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -6842766.500000 Penalty: 5364.492188
	Iteration 117Q: 3 clusters Score -6842766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -6842764.500000 Penalty: 5364.492188
	Iteration 118Q: 3 clusters Score -6842764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -6842780.500000 Penalty: 5364.492188
	Iteration 119Q: 3 clusters Score -6842780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -6842778.000000 Penalty: 5364.492188
	Iteration 120F: 3 clusters Score -6842778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -6842776.500000 Penalty: 5364.492188
	Iteration 121Q: 3 clusters Score -6842776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -6842789.000000 Penalty: 5364.492188
	Iteration 122Q: 3 clusters Score -6842789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -6842796.000000 Penalty: 5364.492188
	Iteration 123Q: 3 clusters Score -6842796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -6842794.000000 Penalty: 5364.492188
	Iteration 124Q: 3 clusters Score -6842794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -6842804.000000 Penalty: 5364.492188
	Iteration 125Q: 3 clusters Score -6842804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -6842800.000000 Penalty: 5364.492188
	Iteration 126Q: 3 clusters Score -6842800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -6842804.500000 Penalty: 5364.492188
	Iteration 127Q: 3 clusters Score -6842804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -6842803.000000 Penalty: 5364.492188
	Iteration 128Q: 3 clusters Score -6842803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -6842807.000000 Penalty: 5364.492188
	Iteration 129Q: 3 clusters Score -6842807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -6842799.500000 Penalty: 5364.492188
	Iteration 130Q: 3 clusters Score -6842800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -6842801.500000 Penalty: 5364.492188
	Iteration 131Q: 3 clusters Score -6842802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -6842800.500000 Penalty: 5364.492188
	Iteration 132Q: 3 clusters Score -6842800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -6842802.000000 Penalty: 5364.492188
	Iteration 133Q: 3 clusters Score -6842802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -6842804.000000 Penalty: 5364.492188
	Iteration 134Q: 3 clusters Score -6842804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -6842809.000000 Penalty: 5364.492188
	Iteration 135Q: 3 clusters Score -6842809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -6842809.500000 Penalty: 5364.492188
	Iteration 136Q: 3 clusters Score -6842810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -6842809.500000 Penalty: 5364.492188
	Iteration 137F: 3 clusters Score -6842810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Entering Unmasked Estep 
Score: -558944.375000 Penalty: 2065.814941
	Iteration 0F: 2 clusters Score -558944.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -554896.000000 Penalty: 4131.629883
	Iteration 0F: 3 clusters Score -554896 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -555773.312500 Penalty: 4131.629883
	Iteration 1F: 3 clusters Score -555773.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -556012.250000 Penalty: 4131.629883
	Iteration 2F: 3 clusters Score -556012.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -556180.375000 Penalty: 4131.629883
	Iteration 3F: 3 clusters Score -556180.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -556309.687500 Penalty: 4131.629883
	Iteration 4Q: 3 clusters Score -556309.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -556437.062500 Penalty: 4131.629883
	Iteration 5Q: 3 clusters Score -556437.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -556616.625000 Penalty: 4131.629883
	Iteration 6Q: 3 clusters Score -556616.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -556848.625000 Penalty: 4131.629883
	Iteration 7Q: 3 clusters Score -556848.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -557099.125000 Penalty: 4131.629883
	Iteration 8Q: 3 clusters Score -557099.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -557399.312500 Penalty: 4131.629883
	Iteration 9Q: 3 clusters Score -557399.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -557608.625000 Penalty: 4131.629883
	Iteration 10Q: 3 clusters Score -557608.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -557792.375000 Penalty: 4131.629883
	Iteration 11Q: 3 clusters Score -557792.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -557982.625000 Penalty: 4131.629883
	Iteration 12Q: 3 clusters Score -557982.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -558191.187500 Penalty: 4131.629883
	Iteration 13Q: 3 clusters Score -558191.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -558431.937500 Penalty: 4131.629883
	Iteration 14Q: 3 clusters Score -558431.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -558619.312500 Penalty: 4131.629883
	Iteration 15Q: 3 clusters Score -558619.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -558737.500000 Penalty: 4131.629883
	Iteration 16Q: 3 clusters Score -558737.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -558785.312500 Penalty: 4131.629883
	Iteration 17Q: 3 clusters Score -558785.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -558827.312500 Penalty: 4131.629883
	Iteration 18Q: 3 clusters Score -558827.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -558850.312500 Penalty: 4131.629883
	Iteration 19Q: 3 clusters Score -558850.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -558859.500000 Penalty: 4131.629883
	Iteration 20F: 3 clusters Score -558859.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -558864.875000 Penalty: 4131.629883
	Iteration 21Q: 3 clusters Score -558864.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -558868.250000 Penalty: 4131.629883
	Iteration 22Q: 3 clusters Score -558868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -558869.062500 Penalty: 4131.629883
	Iteration 23Q: 3 clusters Score -558869.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -558869.375000 Penalty: 4131.629883
	Iteration 24Q: 3 clusters Score -558869.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -558869.375000 Penalty: 4131.629883
	Iteration 25F: 3 clusters Score -558869.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Entering Unmasked Estep 
Score: -2119308.750000 Penalty: 2394.000977
	Iteration 0F: 2 clusters Score -2119309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2108131.750000 Penalty: 4788.001953
	Iteration 0F: 3 clusters Score -2108132 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2111765.500000 Penalty: 4788.001953
	Iteration 1F: 3 clusters Score -2111766 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2112291.750000 Penalty: 4788.001953
	Iteration 2F: 3 clusters Score -2112292 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2112804.750000 Penalty: 4788.001953
	Iteration 3F: 3 clusters Score -2112805 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2113369.750000 Penalty: 4788.001953
	Iteration 4F: 3 clusters Score -2113370 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2113951.250000 Penalty: 4788.001953
	Iteration 5F: 3 clusters Score -2113951 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2114588.750000 Penalty: 4788.001953
	Iteration 6F: 3 clusters Score -2114589 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2115164.250000 Penalty: 4788.001953
	Iteration 7F: 3 clusters Score -2115164 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2115635.500000 Penalty: 4788.001953
	Iteration 8Q: 3 clusters Score -2115636 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2116003.500000 Penalty: 4788.001953
	Iteration 9Q: 3 clusters Score -2116004 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2116349.000000 Penalty: 4788.001953
	Iteration 10Q: 3 clusters Score -2116349 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2116653.000000 Penalty: 4788.001953
	Iteration 11Q: 3 clusters Score -2116653 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2116920.250000 Penalty: 4788.001953
	Iteration 12Q: 3 clusters Score -2116920 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2117122.750000 Penalty: 4788.001953
	Iteration 13Q: 3 clusters Score -2117123 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2117260.500000 Penalty: 4788.001953
	Iteration 14Q: 3 clusters Score -2117260 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2117344.250000 Penalty: 4788.001953
	Iteration 15Q: 3 clusters Score -2117344 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2117401.000000 Penalty: 4788.001953
	Iteration 16Q: 3 clusters Score -2117401 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2117443.000000 Penalty: 4788.001953
	Iteration 17Q: 3 clusters Score -2117443 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2117474.250000 Penalty: 4788.001953
	Iteration 18Q: 3 clusters Score -2117474 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2117499.750000 Penalty: 4788.001953
	Iteration 19Q: 3 clusters Score -2117500 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2117532.000000 Penalty: 4788.001953
	Iteration 20F: 3 clusters Score -2117532 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2117555.750000 Penalty: 4788.001953
	Iteration 21Q: 3 clusters Score -2117556 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2117574.000000 Penalty: 4788.001953
	Iteration 22Q: 3 clusters Score -2117574 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2117591.750000 Penalty: 4788.001953
	Iteration 23Q: 3 clusters Score -2117592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2117606.250000 Penalty: 4788.001953
	Iteration 24Q: 3 clusters Score -2117606 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2117612.250000 Penalty: 4788.001953
	Iteration 25Q: 3 clusters Score -2117612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2117618.250000 Penalty: 4788.001953
	Iteration 26Q: 3 clusters Score -2117618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2117624.500000 Penalty: 4788.001953
	Iteration 27Q: 3 clusters Score -2117624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2117631.250000 Penalty: 4788.001953
	Iteration 28Q: 3 clusters Score -2117631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2117638.750000 Penalty: 4788.001953
	Iteration 29Q: 3 clusters Score -2117639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2117642.250000 Penalty: 4788.001953
	Iteration 30Q: 3 clusters Score -2117642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2117641.250000 Penalty: 4788.001953
	Iteration 31Q: 3 clusters Score -2117641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2117642.250000 Penalty: 4788.001953
	Iteration 32Q: 3 clusters Score -2117642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2117648.250000 Penalty: 4788.001953
	Iteration 33Q: 3 clusters Score -2117648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2117650.000000 Penalty: 4788.001953
	Iteration 34Q: 3 clusters Score -2117650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2117655.250000 Penalty: 4788.001953
	Iteration 35Q: 3 clusters Score -2117655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2117657.500000 Penalty: 4788.001953
	Iteration 36Q: 3 clusters Score -2117658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2117658.500000 Penalty: 4788.001953
	Iteration 37Q: 3 clusters Score -2117658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2117656.750000 Penalty: 4788.001953
	Iteration 38Q: 3 clusters Score -2117657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2117656.500000 Penalty: 4788.001953
	Iteration 39Q: 3 clusters Score -2117656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2117658.750000 Penalty: 4788.001953
	Iteration 40F: 3 clusters Score -2117659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2117656.500000 Penalty: 4788.001953
	Iteration 41Q: 3 clusters Score -2117656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2117658.500000 Penalty: 4788.001953
	Iteration 42Q: 3 clusters Score -2117658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2117665.000000 Penalty: 4788.001953
	Iteration 43Q: 3 clusters Score -2117665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2117665.250000 Penalty: 4788.001953
	Iteration 44Q: 3 clusters Score -2117665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2117665.750000 Penalty: 4788.001953
	Iteration 45Q: 3 clusters Score -2117666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2117665.750000 Penalty: 4788.001953
	Iteration 46Q: 3 clusters Score -2117666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2117664.000000 Penalty: 4788.001953
	Iteration 47Q: 3 clusters Score -2117664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2117663.750000 Penalty: 4788.001953
	Iteration 48Q: 3 clusters Score -2117664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2117666.250000 Penalty: 4788.001953
	Iteration 49Q: 3 clusters Score -2117666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2117667.250000 Penalty: 4788.001953
	Iteration 50Q: 3 clusters Score -2117667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2117668.750000 Penalty: 4788.001953
	Iteration 51Q: 3 clusters Score -2117669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2117668.750000 Penalty: 4788.001953
	Iteration 52Q: 3 clusters Score -2117669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2117672.250000 Penalty: 4788.001953
	Iteration 53Q: 3 clusters Score -2117672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2117667.250000 Penalty: 4788.001953
	Iteration 54Q: 3 clusters Score -2117667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2117671.750000 Penalty: 4788.001953
	Iteration 55Q: 3 clusters Score -2117672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2117670.000000 Penalty: 4788.001953
	Iteration 56Q: 3 clusters Score -2117670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2117669.000000 Penalty: 4788.001953
	Iteration 57Q: 3 clusters Score -2117669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2117671.250000 Penalty: 4788.001953
	Iteration 58Q: 3 clusters Score -2117671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2117670.500000 Penalty: 4788.001953
	Iteration 59Q: 3 clusters Score -2117670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2117671.750000 Penalty: 4788.001953
	Iteration 60F: 3 clusters Score -2117672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2117670.000000 Penalty: 4788.001953
	Iteration 61Q: 3 clusters Score -2117670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2117674.750000 Penalty: 4788.001953
	Iteration 62Q: 3 clusters Score -2117675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2117677.000000 Penalty: 4788.001953
	Iteration 63Q: 3 clusters Score -2117677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2117675.750000 Penalty: 4788.001953
	Iteration 64Q: 3 clusters Score -2117676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2117677.250000 Penalty: 4788.001953
	Iteration 65Q: 3 clusters Score -2117677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2117674.750000 Penalty: 4788.001953
	Iteration 66Q: 3 clusters Score -2117675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2117676.750000 Penalty: 4788.001953
	Iteration 67Q: 3 clusters Score -2117677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2117680.250000 Penalty: 4788.001953
	Iteration 68Q: 3 clusters Score -2117680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2117680.000000 Penalty: 4788.001953
	Iteration 69Q: 3 clusters Score -2117680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2117684.000000 Penalty: 4788.001953
	Iteration 70Q: 3 clusters Score -2117684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2117687.000000 Penalty: 4788.001953
	Iteration 71Q: 3 clusters Score -2117687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2117690.750000 Penalty: 4788.001953
	Iteration 72Q: 3 clusters Score -2117691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2117694.500000 Penalty: 4788.001953
	Iteration 73Q: 3 clusters Score -2117694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2117695.750000 Penalty: 4788.001953
	Iteration 74Q: 3 clusters Score -2117696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2117701.500000 Penalty: 4788.001953
	Iteration 75Q: 3 clusters Score -2117702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2117704.500000 Penalty: 4788.001953
	Iteration 76Q: 3 clusters Score -2117704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2117710.750000 Penalty: 4788.001953
	Iteration 77Q: 3 clusters Score -2117711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2117712.750000 Penalty: 4788.001953
	Iteration 78Q: 3 clusters Score -2117713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2117714.000000 Penalty: 4788.001953
	Iteration 79Q: 3 clusters Score -2117714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2117711.750000 Penalty: 4788.001953
	Iteration 80F: 3 clusters Score -2117712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2117715.250000 Penalty: 4788.001953
	Iteration 81Q: 3 clusters Score -2117715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2117713.500000 Penalty: 4788.001953
	Iteration 82Q: 3 clusters Score -2117714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2117711.750000 Penalty: 4788.001953
	Iteration 83Q: 3 clusters Score -2117712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2117714.250000 Penalty: 4788.001953
	Iteration 84Q: 3 clusters Score -2117714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2117717.500000 Penalty: 4788.001953
	Iteration 85Q: 3 clusters Score -2117718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2117717.500000 Penalty: 4788.001953
	Iteration 86Q: 3 clusters Score -2117718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2117722.250000 Penalty: 4788.001953
	Iteration 87Q: 3 clusters Score -2117722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2117724.000000 Penalty: 4788.001953
	Iteration 88Q: 3 clusters Score -2117724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2117721.750000 Penalty: 4788.001953
	Iteration 89Q: 3 clusters Score -2117722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2117722.250000 Penalty: 4788.001953
	Iteration 90Q: 3 clusters Score -2117722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2117723.250000 Penalty: 4788.001953
	Iteration 91Q: 3 clusters Score -2117723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2117722.000000 Penalty: 4788.001953
	Iteration 92Q: 3 clusters Score -2117722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2117722.750000 Penalty: 4788.001953
	Iteration 93Q: 3 clusters Score -2117723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2117724.250000 Penalty: 4788.001953
	Iteration 94Q: 3 clusters Score -2117724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2117725.250000 Penalty: 4788.001953
	Iteration 95Q: 3 clusters Score -2117725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2117725.250000 Penalty: 4788.001953
	Iteration 96F: 3 clusters Score -2117725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (201051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201051 members 
Entering Unmasked Estep 
Score: -27952154.000000 Penalty: 3028.406006
	Iteration 0F: 2 clusters Score -2.795215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100267 members 
Mstep: Class 2 contains 100784 members 
Entering Unmasked Estep 
Score: -27826988.000000 Penalty: 6056.812012
	Iteration 0F: 3 clusters Score -2.782699e+07 nChanged 96336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96453 members 
Mstep: Class 2 contains 104598 members 
Entering Unmasked Estep 
Score: -27882864.000000 Penalty: 6056.812012
	Iteration 1F: 3 clusters Score -2.788286e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94141 members 
Mstep: Class 2 contains 106910 members 
Entering Unmasked Estep 
Score: -27883816.000000 Penalty: 6056.812012
	Iteration 2Q: 3 clusters Score -2.788382e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90559 members 
Mstep: Class 2 contains 110492 members 
Entering Unmasked Estep 
Score: -27885338.000000 Penalty: 6056.812012
	Iteration 3Q: 3 clusters Score -2.788534e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85191 members 
Mstep: Class 2 contains 115860 members 
Entering Unmasked Estep 
Score: -27887598.000000 Penalty: 6056.812012
	Iteration 4Q: 3 clusters Score -2.78876e+07 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77319 members 
Mstep: Class 2 contains 123732 members 
Entering Unmasked Estep 
Score: -27891716.000000 Penalty: 6056.812012
	Iteration 5Q: 3 clusters Score -2.789172e+07 nChanged 11218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66525 members 
Mstep: Class 2 contains 134526 members 
Entering Unmasked Estep 
Score: -27898634.000000 Penalty: 6056.812012
	Iteration 6F: 3 clusters Score -2.789863e+07 nChanged 13639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 147883 members 
Entering Unmasked Estep 
Score: -27908658.000000 Penalty: 6056.812012
	Iteration 7F: 3 clusters Score -2.790866e+07 nChanged 14191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 161836 members 
Entering Unmasked Estep 
Score: -27919914.000000 Penalty: 6056.812012
	Iteration 8F: 3 clusters Score -2.791991e+07 nChanged 12489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 174039 members 
Entering Unmasked Estep 
Score: -27929744.000000 Penalty: 6056.812012
	Iteration 9F: 3 clusters Score -2.792974e+07 nChanged 9059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 182878 members 
Entering Unmasked Estep 
Score: -27936852.000000 Penalty: 6056.812012
	Iteration 10Q: 3 clusters Score -2.793685e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 188585 members 
Entering Unmasked Estep 
Score: -27941404.000000 Penalty: 6056.812012
	Iteration 11Q: 3 clusters Score -2.79414e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 192294 members 
Entering Unmasked Estep 
Score: -27944268.000000 Penalty: 6056.812012
	Iteration 12Q: 3 clusters Score -2.794427e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 194806 members 
Entering Unmasked Estep 
Score: -27946148.000000 Penalty: 6056.812012
	Iteration 13Q: 3 clusters Score -2.794615e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 196455 members 
Entering Unmasked Estep 
Score: -27947232.000000 Penalty: 6056.812012
	Iteration 14Q: 3 clusters Score -2.794723e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 197570 members 
Entering Unmasked Estep 
Score: -27947902.000000 Penalty: 6056.812012
	Iteration 15Q: 3 clusters Score -2.79479e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 198299 members 
Entering Unmasked Estep 
Score: -27948376.000000 Penalty: 6056.812012
	Iteration 16Q: 3 clusters Score -2.794838e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 198806 members 
Entering Unmasked Estep 
Score: -27948776.000000 Penalty: 6056.812012
	Iteration 17Q: 3 clusters Score -2.794878e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 199167 members 
Entering Unmasked Estep 
Score: -27948966.000000 Penalty: 6056.812012
	Iteration 18Q: 3 clusters Score -2.794897e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 199383 members 
Entering Unmasked Estep 
Score: -27949044.000000 Penalty: 6056.812012
	Iteration 19Q: 3 clusters Score -2.794904e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 199538 members 
Entering Unmasked Estep 
Score: -27949118.000000 Penalty: 6056.812012
	Iteration 20F: 3 clusters Score -2.794912e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 199640 members 
Entering Unmasked Estep 
Score: -27949182.000000 Penalty: 6056.812012
	Iteration 21Q: 3 clusters Score -2.794918e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 199744 members 
Entering Unmasked Estep 
Score: -27949234.000000 Penalty: 6056.812012
	Iteration 22Q: 3 clusters Score -2.794923e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 199841 members 
Entering Unmasked Estep 
Score: -27949286.000000 Penalty: 6056.812012
	Iteration 23Q: 3 clusters Score -2.794929e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 199920 members 
Entering Unmasked Estep 
Score: -27949370.000000 Penalty: 6056.812012
	Iteration 24Q: 3 clusters Score -2.794937e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 199975 members 
Entering Unmasked Estep 
Score: -27949382.000000 Penalty: 6056.812012
	Iteration 25Q: 3 clusters Score -2.794938e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 200014 members 
Entering Unmasked Estep 
Score: -27949406.000000 Penalty: 6056.812012
	Iteration 26Q: 3 clusters Score -2.794941e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 200054 members 
Entering Unmasked Estep 
Score: -27949406.000000 Penalty: 6056.812012
	Iteration 27Q: 3 clusters Score -2.794941e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 200072 members 
Entering Unmasked Estep 
Score: -27949462.000000 Penalty: 6056.812012
	Iteration 28Q: 3 clusters Score -2.794946e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 200084 members 
Entering Unmasked Estep 
Score: -27949474.000000 Penalty: 6056.812012
	Iteration 29Q: 3 clusters Score -2.794947e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 200099 members 
Entering Unmasked Estep 
Score: -27949488.000000 Penalty: 6056.812012
	Iteration 30Q: 3 clusters Score -2.794949e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 200109 members 
Entering Unmasked Estep 
Score: -27949472.000000 Penalty: 6056.812012
	Iteration 31Q: 3 clusters Score -2.794947e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 200114 members 
Entering Unmasked Estep 
Score: -27949490.000000 Penalty: 6056.812012
	Iteration 32Q: 3 clusters Score -2.794949e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 200128 members 
Entering Unmasked Estep 
Score: -27949530.000000 Penalty: 6056.812012
	Iteration 33Q: 3 clusters Score -2.794953e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 200137 members 
Entering Unmasked Estep 
Score: -27949538.000000 Penalty: 6056.812012
	Iteration 34Q: 3 clusters Score -2.794954e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 200146 members 
Entering Unmasked Estep 
Score: -27949546.000000 Penalty: 6056.812012
	Iteration 35Q: 3 clusters Score -2.794955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 200157 members 
Entering Unmasked Estep 
Score: -27949556.000000 Penalty: 6056.812012
	Iteration 36Q: 3 clusters Score -2.794956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 200164 members 
Entering Unmasked Estep 
Score: -27949564.000000 Penalty: 6056.812012
	Iteration 37Q: 3 clusters Score -2.794956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 200170 members 
Entering Unmasked Estep 
Score: -27949578.000000 Penalty: 6056.812012
	Iteration 38Q: 3 clusters Score -2.794958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 200174 members 
Entering Unmasked Estep 
Score: -27949586.000000 Penalty: 6056.812012
	Iteration 39Q: 3 clusters Score -2.794959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 200179 members 
Entering Unmasked Estep 
Score: -27949604.000000 Penalty: 6056.812012
	Iteration 40F: 3 clusters Score -2.79496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 200180 members 
Entering Unmasked Estep 
Score: -27949610.000000 Penalty: 6056.812012
	Iteration 41Q: 3 clusters Score -2.794961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 200183 members 
Entering Unmasked Estep 
Score: -27949618.000000 Penalty: 6056.812012
	Iteration 42Q: 3 clusters Score -2.794962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 200189 members 
Entering Unmasked Estep 
Score: -27949614.000000 Penalty: 6056.812012
	Iteration 43Q: 3 clusters Score -2.794961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 200194 members 
Entering Unmasked Estep 
Score: -27949612.000000 Penalty: 6056.812012
	Iteration 44Q: 3 clusters Score -2.794961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 200197 members 
Entering Unmasked Estep 
Score: -27949640.000000 Penalty: 6056.812012
	Iteration 45Q: 3 clusters Score -2.794964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 200200 members 
Entering Unmasked Estep 
Score: -27949654.000000 Penalty: 6056.812012
	Iteration 46Q: 3 clusters Score -2.794965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 200204 members 
Entering Unmasked Estep 
Score: -27949642.000000 Penalty: 6056.812012
	Iteration 47Q: 3 clusters Score -2.794964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 200206 members 
Entering Unmasked Estep 
Score: -27949640.000000 Penalty: 6056.812012
	Iteration 48Q: 3 clusters Score -2.794964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 200209 members 
Entering Unmasked Estep 
Score: -27949648.000000 Penalty: 6056.812012
	Iteration 49Q: 3 clusters Score -2.794965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 200210 members 
Entering Unmasked Estep 
Score: -27949640.000000 Penalty: 6056.812012
	Iteration 50Q: 3 clusters Score -2.794964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 200211 members 
Entering Unmasked Estep 
Score: -27949650.000000 Penalty: 6056.812012
	Iteration 51Q: 3 clusters Score -2.794965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 200212 members 
Entering Unmasked Estep 
Score: -27949652.000000 Penalty: 6056.812012
	Iteration 52Q: 3 clusters Score -2.794965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 200212 members 
Entering Unmasked Estep 
Score: -27949652.000000 Penalty: 6056.812012
	Iteration 53F: 3 clusters Score -2.794965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Entering Unmasked Estep 
Score: -732164.500000 Penalty: 2128.253906
	Iteration 0F: 2 clusters Score -732164.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -727456.750000 Penalty: 4256.507812
	Iteration 0F: 3 clusters Score -727456.8 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -728570.250000 Penalty: 4256.507812
	Iteration 1F: 3 clusters Score -728570.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -728763.187500 Penalty: 4256.507812
	Iteration 2F: 3 clusters Score -728763.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -728881.812500 Penalty: 4256.507812
	Iteration 3Q: 3 clusters Score -728881.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -728956.687500 Penalty: 4256.507812
	Iteration 4Q: 3 clusters Score -728956.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -729014.562500 Penalty: 4256.507812
	Iteration 5Q: 3 clusters Score -729014.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -729048.625000 Penalty: 4256.507812
	Iteration 6Q: 3 clusters Score -729048.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -729074.437500 Penalty: 4256.507812
	Iteration 7Q: 3 clusters Score -729074.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -729096.375000 Penalty: 4256.507812
	Iteration 8Q: 3 clusters Score -729096.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -729120.000000 Penalty: 4256.507812
	Iteration 9Q: 3 clusters Score -729120 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -729144.625000 Penalty: 4256.507812
	Iteration 10Q: 3 clusters Score -729144.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -729168.000000 Penalty: 4256.507812
	Iteration 11Q: 3 clusters Score -729168 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -729196.000000 Penalty: 4256.507812
	Iteration 12Q: 3 clusters Score -729196 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -729223.312500 Penalty: 4256.507812
	Iteration 13Q: 3 clusters Score -729223.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -729249.750000 Penalty: 4256.507812
	Iteration 14Q: 3 clusters Score -729249.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -729278.562500 Penalty: 4256.507812
	Iteration 15Q: 3 clusters Score -729278.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -729308.312500 Penalty: 4256.507812
	Iteration 16Q: 3 clusters Score -729308.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -729347.250000 Penalty: 4256.507812
	Iteration 17Q: 3 clusters Score -729347.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -729393.125000 Penalty: 4256.507812
	Iteration 18Q: 3 clusters Score -729393.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -729454.125000 Penalty: 4256.507812
	Iteration 19Q: 3 clusters Score -729454.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -729521.750000 Penalty: 4256.507812
	Iteration 20F: 3 clusters Score -729521.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -729580.937500 Penalty: 4256.507812
	Iteration 21Q: 3 clusters Score -729580.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -729649.375000 Penalty: 4256.507812
	Iteration 22Q: 3 clusters Score -729649.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -729733.562500 Penalty: 4256.507812
	Iteration 23Q: 3 clusters Score -729733.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -729818.750000 Penalty: 4256.507812
	Iteration 24Q: 3 clusters Score -729818.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -729911.375000 Penalty: 4256.507812
	Iteration 25Q: 3 clusters Score -729911.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -729984.062500 Penalty: 4256.507812
	Iteration 26Q: 3 clusters Score -729984.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -730044.562500 Penalty: 4256.507812
	Iteration 27Q: 3 clusters Score -730044.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -730084.062500 Penalty: 4256.507812
	Iteration 28Q: 3 clusters Score -730084.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -730119.687500 Penalty: 4256.507812
	Iteration 29Q: 3 clusters Score -730119.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -730156.750000 Penalty: 4256.507812
	Iteration 30Q: 3 clusters Score -730156.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -730204.750000 Penalty: 4256.507812
	Iteration 31Q: 3 clusters Score -730204.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -730251.250000 Penalty: 4256.507812
	Iteration 32Q: 3 clusters Score -730251.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -730288.375000 Penalty: 4256.507812
	Iteration 33Q: 3 clusters Score -730288.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -730326.187500 Penalty: 4256.507812
	Iteration 34Q: 3 clusters Score -730326.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -730362.437500 Penalty: 4256.507812
	Iteration 35Q: 3 clusters Score -730362.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -730389.625000 Penalty: 4256.507812
	Iteration 36Q: 3 clusters Score -730389.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -730403.750000 Penalty: 4256.507812
	Iteration 37Q: 3 clusters Score -730403.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -730411.750000 Penalty: 4256.507812
	Iteration 38Q: 3 clusters Score -730411.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -730419.812500 Penalty: 4256.507812
	Iteration 39Q: 3 clusters Score -730419.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -730421.437500 Penalty: 4256.507812
	Iteration 40F: 3 clusters Score -730421.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -730426.125000 Penalty: 4256.507812
	Iteration 41Q: 3 clusters Score -730426.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -730431.000000 Penalty: 4256.507812
	Iteration 42Q: 3 clusters Score -730431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -730431.625000 Penalty: 4256.507812
	Iteration 43Q: 3 clusters Score -730431.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -730431.625000 Penalty: 4256.507812
	Iteration 44F: 3 clusters Score -730431.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Entering Unmasked Estep 
Score: -1014343.937500 Penalty: 2214.828125
	Iteration 0F: 2 clusters Score -1014344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1008252.000000 Penalty: 4429.656250
	Iteration 0F: 3 clusters Score -1008252 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1009907.562500 Penalty: 4429.656250
	Iteration 1F: 3 clusters Score -1009908 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1010220.312500 Penalty: 4429.656250
	Iteration 2F: 3 clusters Score -1010220 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1010506.687500 Penalty: 4429.656250
	Iteration 3F: 3 clusters Score -1010507 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1010823.000000 Penalty: 4429.656250
	Iteration 4F: 3 clusters Score -1010823 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1011163.312500 Penalty: 4429.656250
	Iteration 5F: 3 clusters Score -1011163 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1011507.562500 Penalty: 4429.656250
	Iteration 6F: 3 clusters Score -1011508 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1011845.125000 Penalty: 4429.656250
	Iteration 7F: 3 clusters Score -1011845 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1012084.937500 Penalty: 4429.656250
	Iteration 8Q: 3 clusters Score -1012085 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1012271.500000 Penalty: 4429.656250
	Iteration 9Q: 3 clusters Score -1012272 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1012406.375000 Penalty: 4429.656250
	Iteration 10Q: 3 clusters Score -1012406 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1012509.812500 Penalty: 4429.656250
	Iteration 11Q: 3 clusters Score -1012510 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1012580.625000 Penalty: 4429.656250
	Iteration 12Q: 3 clusters Score -1012581 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1012647.187500 Penalty: 4429.656250
	Iteration 13Q: 3 clusters Score -1012647 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1012696.875000 Penalty: 4429.656250
	Iteration 14Q: 3 clusters Score -1012697 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1012722.812500 Penalty: 4429.656250
	Iteration 15Q: 3 clusters Score -1012723 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1012747.125000 Penalty: 4429.656250
	Iteration 16Q: 3 clusters Score -1012747 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1012771.937500 Penalty: 4429.656250
	Iteration 17Q: 3 clusters Score -1012772 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1012792.812500 Penalty: 4429.656250
	Iteration 18Q: 3 clusters Score -1012793 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1012811.125000 Penalty: 4429.656250
	Iteration 19Q: 3 clusters Score -1012811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1012819.312500 Penalty: 4429.656250
	Iteration 20F: 3 clusters Score -1012819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1012828.625000 Penalty: 4429.656250
	Iteration 21Q: 3 clusters Score -1012829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1012838.187500 Penalty: 4429.656250
	Iteration 22Q: 3 clusters Score -1012838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1012847.437500 Penalty: 4429.656250
	Iteration 23Q: 3 clusters Score -1012847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1012853.250000 Penalty: 4429.656250
	Iteration 24Q: 3 clusters Score -1012853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1012858.875000 Penalty: 4429.656250
	Iteration 25Q: 3 clusters Score -1012859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1012866.562500 Penalty: 4429.656250
	Iteration 26Q: 3 clusters Score -1012867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1012871.125000 Penalty: 4429.656250
	Iteration 27Q: 3 clusters Score -1012871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1012878.500000 Penalty: 4429.656250
	Iteration 28Q: 3 clusters Score -1012878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1012886.500000 Penalty: 4429.656250
	Iteration 29Q: 3 clusters Score -1012886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1012889.312500 Penalty: 4429.656250
	Iteration 30Q: 3 clusters Score -1012889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1012890.500000 Penalty: 4429.656250
	Iteration 31Q: 3 clusters Score -1012890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1012891.812500 Penalty: 4429.656250
	Iteration 32Q: 3 clusters Score -1012892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1012892.187500 Penalty: 4429.656250
	Iteration 33Q: 3 clusters Score -1012892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1012894.375000 Penalty: 4429.656250
	Iteration 34Q: 3 clusters Score -1012894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1012894.125000 Penalty: 4429.656250
	Iteration 35Q: 3 clusters Score -1012894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1012895.312500 Penalty: 4429.656250
	Iteration 36Q: 3 clusters Score -1012895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1012897.125000 Penalty: 4429.656250
	Iteration 37Q: 3 clusters Score -1012897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1012899.750000 Penalty: 4429.656250
	Iteration 38Q: 3 clusters Score -1012900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1012905.187500 Penalty: 4429.656250
	Iteration 39Q: 3 clusters Score -1012905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1012908.000000 Penalty: 4429.656250
	Iteration 40F: 3 clusters Score -1012908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1012916.437500 Penalty: 4429.656250
	Iteration 41Q: 3 clusters Score -1012916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1012920.500000 Penalty: 4429.656250
	Iteration 42Q: 3 clusters Score -1012920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1012926.125000 Penalty: 4429.656250
	Iteration 43Q: 3 clusters Score -1012926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1012931.750000 Penalty: 4429.656250
	Iteration 44Q: 3 clusters Score -1012932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1012937.812500 Penalty: 4429.656250
	Iteration 45Q: 3 clusters Score -1012938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1012943.437500 Penalty: 4429.656250
	Iteration 46Q: 3 clusters Score -1012943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1012949.437500 Penalty: 4429.656250
	Iteration 47Q: 3 clusters Score -1012949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1012952.187500 Penalty: 4429.656250
	Iteration 48Q: 3 clusters Score -1012952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1012955.375000 Penalty: 4429.656250
	Iteration 49Q: 3 clusters Score -1012955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1012957.187500 Penalty: 4429.656250
	Iteration 50Q: 3 clusters Score -1012957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1012960.062500 Penalty: 4429.656250
	Iteration 51Q: 3 clusters Score -1012960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1012965.375000 Penalty: 4429.656250
	Iteration 52Q: 3 clusters Score -1012965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1012967.125000 Penalty: 4429.656250
	Iteration 53Q: 3 clusters Score -1012967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1012969.437500 Penalty: 4429.656250
	Iteration 54Q: 3 clusters Score -1012969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1012976.500000 Penalty: 4429.656250
	Iteration 55Q: 3 clusters Score -1012976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1012984.125000 Penalty: 4429.656250
	Iteration 56Q: 3 clusters Score -1012984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1012989.625000 Penalty: 4429.656250
	Iteration 57Q: 3 clusters Score -1012990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1012991.875000 Penalty: 4429.656250
	Iteration 58Q: 3 clusters Score -1012992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1012992.750000 Penalty: 4429.656250
	Iteration 59Q: 3 clusters Score -1012993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1012991.875000 Penalty: 4429.656250
	Iteration 60F: 3 clusters Score -1012992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1012993.687500 Penalty: 4429.656250
	Iteration 61Q: 3 clusters Score -1012994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1012992.937500 Penalty: 4429.656250
	Iteration 62Q: 3 clusters Score -1012993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1012994.625000 Penalty: 4429.656250
	Iteration 63Q: 3 clusters Score -1012995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1012996.687500 Penalty: 4429.656250
	Iteration 64Q: 3 clusters Score -1012997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1012997.250000 Penalty: 4429.656250
	Iteration 65Q: 3 clusters Score -1012997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1012998.437500 Penalty: 4429.656250
	Iteration 66Q: 3 clusters Score -1012998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1012998.500000 Penalty: 4429.656250
	Iteration 67Q: 3 clusters Score -1012998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1012998.125000 Penalty: 4429.656250
	Iteration 68Q: 3 clusters Score -1012998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1013000.562500 Penalty: 4429.656250
	Iteration 69Q: 3 clusters Score -1013001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1013000.562500 Penalty: 4429.656250
	Iteration 70F: 3 clusters Score -1013001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Entering Unmasked Estep 
Score: -972598.937500 Penalty: 2204.309082
	Iteration 0F: 2 clusters Score -972598.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -966618.500000 Penalty: 4408.618164
	Iteration 0F: 3 clusters Score -966618.5 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -968310.562500 Penalty: 4408.618164
	Iteration 1F: 3 clusters Score -968310.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -968647.625000 Penalty: 4408.618164
	Iteration 2F: 3 clusters Score -968647.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -968917.562500 Penalty: 4408.618164
	Iteration 3F: 3 clusters Score -968917.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -969193.375000 Penalty: 4408.618164
	Iteration 4F: 3 clusters Score -969193.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -969508.750000 Penalty: 4408.618164
	Iteration 5F: 3 clusters Score -969508.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -969848.062500 Penalty: 4408.618164
	Iteration 6F: 3 clusters Score -969848.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -970204.187500 Penalty: 4408.618164
	Iteration 7F: 3 clusters Score -970204.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -970557.937500 Penalty: 4408.618164
	Iteration 8F: 3 clusters Score -970557.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -970847.812500 Penalty: 4408.618164
	Iteration 9Q: 3 clusters Score -970847.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -971052.187500 Penalty: 4408.618164
	Iteration 10Q: 3 clusters Score -971052.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -971173.312500 Penalty: 4408.618164
	Iteration 11Q: 3 clusters Score -971173.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -971242.250000 Penalty: 4408.618164
	Iteration 12Q: 3 clusters Score -971242.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -971318.625000 Penalty: 4408.618164
	Iteration 13Q: 3 clusters Score -971318.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -971382.125000 Penalty: 4408.618164
	Iteration 14Q: 3 clusters Score -971382.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -971437.437500 Penalty: 4408.618164
	Iteration 15Q: 3 clusters Score -971437.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -971470.500000 Penalty: 4408.618164
	Iteration 16Q: 3 clusters Score -971470.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -971483.437500 Penalty: 4408.618164
	Iteration 17Q: 3 clusters Score -971483.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -971491.750000 Penalty: 4408.618164
	Iteration 18Q: 3 clusters Score -971491.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -971498.812500 Penalty: 4408.618164
	Iteration 19Q: 3 clusters Score -971498.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -971506.250000 Penalty: 4408.618164
	Iteration 20F: 3 clusters Score -971506.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -971511.437500 Penalty: 4408.618164
	Iteration 21Q: 3 clusters Score -971511.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -971518.625000 Penalty: 4408.618164
	Iteration 22Q: 3 clusters Score -971518.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -971524.562500 Penalty: 4408.618164
	Iteration 23Q: 3 clusters Score -971524.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -971525.250000 Penalty: 4408.618164
	Iteration 24Q: 3 clusters Score -971525.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -971527.125000 Penalty: 4408.618164
	Iteration 25Q: 3 clusters Score -971527.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -971532.000000 Penalty: 4408.618164
	Iteration 26Q: 3 clusters Score -971532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -971532.187500 Penalty: 4408.618164
	Iteration 27Q: 3 clusters Score -971532.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -971531.375000 Penalty: 4408.618164
	Iteration 28Q: 3 clusters Score -971531.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -971530.562500 Penalty: 4408.618164
	Iteration 29Q: 3 clusters Score -971530.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -971530.562500 Penalty: 4408.618164
	Iteration 30F: 3 clusters Score -971530.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Entering Unmasked Estep 
Score: -748862.750000 Penalty: 2156.568848
	Iteration 0F: 2 clusters Score -748862.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -743748.687500 Penalty: 4313.137695
	Iteration 0F: 3 clusters Score -743748.7 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -745238.062500 Penalty: 4313.137695
	Iteration 1F: 3 clusters Score -745238.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -745736.562500 Penalty: 4313.137695
	Iteration 2F: 3 clusters Score -745736.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -746326.875000 Penalty: 4313.137695
	Iteration 3F: 3 clusters Score -746326.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -746871.562500 Penalty: 4313.137695
	Iteration 4F: 3 clusters Score -746871.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -747271.437500 Penalty: 4313.137695
	Iteration 5F: 3 clusters Score -747271.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -747517.062500 Penalty: 4313.137695
	Iteration 6F: 3 clusters Score -747517.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -747692.812500 Penalty: 4313.137695
	Iteration 7Q: 3 clusters Score -747692.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -747787.062500 Penalty: 4313.137695
	Iteration 8Q: 3 clusters Score -747787.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -747850.125000 Penalty: 4313.137695
	Iteration 9Q: 3 clusters Score -747850.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -747889.562500 Penalty: 4313.137695
	Iteration 10Q: 3 clusters Score -747889.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -747916.937500 Penalty: 4313.137695
	Iteration 11Q: 3 clusters Score -747916.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -747934.312500 Penalty: 4313.137695
	Iteration 12Q: 3 clusters Score -747934.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -747946.187500 Penalty: 4313.137695
	Iteration 13Q: 3 clusters Score -747946.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -747964.562500 Penalty: 4313.137695
	Iteration 14Q: 3 clusters Score -747964.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -747986.062500 Penalty: 4313.137695
	Iteration 15Q: 3 clusters Score -747986.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -748007.437500 Penalty: 4313.137695
	Iteration 16Q: 3 clusters Score -748007.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -748033.125000 Penalty: 4313.137695
	Iteration 17Q: 3 clusters Score -748033.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -748055.187500 Penalty: 4313.137695
	Iteration 18Q: 3 clusters Score -748055.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -748072.437500 Penalty: 4313.137695
	Iteration 19Q: 3 clusters Score -748072.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -748088.375000 Penalty: 4313.137695
	Iteration 20F: 3 clusters Score -748088.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -748103.000000 Penalty: 4313.137695
	Iteration 21Q: 3 clusters Score -748103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -748116.500000 Penalty: 4313.137695
	Iteration 22Q: 3 clusters Score -748116.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -748137.875000 Penalty: 4313.137695
	Iteration 23Q: 3 clusters Score -748137.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -748156.437500 Penalty: 4313.137695
	Iteration 24Q: 3 clusters Score -748156.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -748182.250000 Penalty: 4313.137695
	Iteration 25Q: 3 clusters Score -748182.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -748212.875000 Penalty: 4313.137695
	Iteration 26Q: 3 clusters Score -748212.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -748244.750000 Penalty: 4313.137695
	Iteration 27Q: 3 clusters Score -748244.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -748276.562500 Penalty: 4313.137695
	Iteration 28Q: 3 clusters Score -748276.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -748308.375000 Penalty: 4313.137695
	Iteration 29Q: 3 clusters Score -748308.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -748340.312500 Penalty: 4313.137695
	Iteration 30Q: 3 clusters Score -748340.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -748377.750000 Penalty: 4313.137695
	Iteration 31Q: 3 clusters Score -748377.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -748412.562500 Penalty: 4313.137695
	Iteration 32Q: 3 clusters Score -748412.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -748436.812500 Penalty: 4313.137695
	Iteration 33Q: 3 clusters Score -748436.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -748458.187500 Penalty: 4313.137695
	Iteration 34Q: 3 clusters Score -748458.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -748481.687500 Penalty: 4313.137695
	Iteration 35Q: 3 clusters Score -748481.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -748498.562500 Penalty: 4313.137695
	Iteration 36Q: 3 clusters Score -748498.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -748510.062500 Penalty: 4313.137695
	Iteration 37Q: 3 clusters Score -748510.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -748519.625000 Penalty: 4313.137695
	Iteration 38Q: 3 clusters Score -748519.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -748532.687500 Penalty: 4313.137695
	Iteration 39Q: 3 clusters Score -748532.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -748540.125000 Penalty: 4313.137695
	Iteration 40F: 3 clusters Score -748540.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -748543.000000 Penalty: 4313.137695
	Iteration 41Q: 3 clusters Score -748543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -748544.812500 Penalty: 4313.137695
	Iteration 42Q: 3 clusters Score -748544.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -748548.000000 Penalty: 4313.137695
	Iteration 43Q: 3 clusters Score -748548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -748548.875000 Penalty: 4313.137695
	Iteration 44Q: 3 clusters Score -748548.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -748548.875000 Penalty: 4313.137695
	Iteration 45Q: 3 clusters Score -748548.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -748549.125000 Penalty: 4313.137695
	Iteration 46Q: 3 clusters Score -748549.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -748552.812500 Penalty: 4313.137695
	Iteration 47Q: 3 clusters Score -748552.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -748553.000000 Penalty: 4313.137695
	Iteration 48Q: 3 clusters Score -748553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -748555.500000 Penalty: 4313.137695
	Iteration 49Q: 3 clusters Score -748555.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -748556.687500 Penalty: 4313.137695
	Iteration 50Q: 3 clusters Score -748556.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -748556.437500 Penalty: 4313.137695
	Iteration 51Q: 3 clusters Score -748556.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -748556.250000 Penalty: 4313.137695
	Iteration 52Q: 3 clusters Score -748556.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -748557.250000 Penalty: 4313.137695
	Iteration 53Q: 3 clusters Score -748557.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -748558.500000 Penalty: 4313.137695
	Iteration 54Q: 3 clusters Score -748558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -748559.187500 Penalty: 4313.137695
	Iteration 55Q: 3 clusters Score -748559.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -748560.000000 Penalty: 4313.137695
	Iteration 56Q: 3 clusters Score -748560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -748559.500000 Penalty: 4313.137695
	Iteration 57Q: 3 clusters Score -748559.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -748559.125000 Penalty: 4313.137695
	Iteration 58Q: 3 clusters Score -748559.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -748559.125000 Penalty: 4313.137695
	Iteration 59F: 3 clusters Score -748559.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Entering Unmasked Estep 
Score: -1527143.000000 Penalty: 2306.897949
	Iteration 0F: 2 clusters Score -1527143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1518796.125000 Penalty: 4613.795898
	Iteration 0F: 3 clusters Score -1518796 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1521288.000000 Penalty: 4613.795898
	Iteration 1F: 3 clusters Score -1521288 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1521593.250000 Penalty: 4613.795898
	Iteration 2F: 3 clusters Score -1521593 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1521818.500000 Penalty: 4613.795898
	Iteration 3F: 3 clusters Score -1521818 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1521979.750000 Penalty: 4613.795898
	Iteration 4Q: 3 clusters Score -1521980 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1522136.375000 Penalty: 4613.795898
	Iteration 5Q: 3 clusters Score -1522136 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1522257.250000 Penalty: 4613.795898
	Iteration 6Q: 3 clusters Score -1522257 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1522404.375000 Penalty: 4613.795898
	Iteration 7Q: 3 clusters Score -1522404 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1522556.000000 Penalty: 4613.795898
	Iteration 8Q: 3 clusters Score -1522556 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1522730.375000 Penalty: 4613.795898
	Iteration 9Q: 3 clusters Score -1522730 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1522962.375000 Penalty: 4613.795898
	Iteration 10Q: 3 clusters Score -1522962 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1523200.375000 Penalty: 4613.795898
	Iteration 11Q: 3 clusters Score -1523200 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1523510.500000 Penalty: 4613.795898
	Iteration 12Q: 3 clusters Score -1523510 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1523852.375000 Penalty: 4613.795898
	Iteration 13Q: 3 clusters Score -1523852 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1524183.500000 Penalty: 4613.795898
	Iteration 14Q: 3 clusters Score -1524184 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1524451.500000 Penalty: 4613.795898
	Iteration 15Q: 3 clusters Score -1524452 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1524620.375000 Penalty: 4613.795898
	Iteration 16Q: 3 clusters Score -1524620 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1524732.250000 Penalty: 4613.795898
	Iteration 17Q: 3 clusters Score -1524732 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1524803.250000 Penalty: 4613.795898
	Iteration 18Q: 3 clusters Score -1524803 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1524844.625000 Penalty: 4613.795898
	Iteration 19Q: 3 clusters Score -1524845 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1524879.875000 Penalty: 4613.795898
	Iteration 20F: 3 clusters Score -1524880 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1524896.500000 Penalty: 4613.795898
	Iteration 21Q: 3 clusters Score -1524896 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1524914.750000 Penalty: 4613.795898
	Iteration 22Q: 3 clusters Score -1524915 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1524926.875000 Penalty: 4613.795898
	Iteration 23Q: 3 clusters Score -1524927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1524935.000000 Penalty: 4613.795898
	Iteration 24Q: 3 clusters Score -1524935 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1524943.875000 Penalty: 4613.795898
	Iteration 25Q: 3 clusters Score -1524944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1524947.000000 Penalty: 4613.795898
	Iteration 26Q: 3 clusters Score -1524947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1524949.250000 Penalty: 4613.795898
	Iteration 27Q: 3 clusters Score -1524949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1524964.125000 Penalty: 4613.795898
	Iteration 28Q: 3 clusters Score -1524964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1524966.250000 Penalty: 4613.795898
	Iteration 29Q: 3 clusters Score -1524966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1524970.000000 Penalty: 4613.795898
	Iteration 30Q: 3 clusters Score -1524970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1524971.500000 Penalty: 4613.795898
	Iteration 31Q: 3 clusters Score -1524972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1524975.250000 Penalty: 4613.795898
	Iteration 32Q: 3 clusters Score -1524975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1524977.625000 Penalty: 4613.795898
	Iteration 33Q: 3 clusters Score -1524978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1524978.750000 Penalty: 4613.795898
	Iteration 34Q: 3 clusters Score -1524979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1524980.375000 Penalty: 4613.795898
	Iteration 35Q: 3 clusters Score -1524980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1524980.375000 Penalty: 4613.795898
	Iteration 36F: 3 clusters Score -1524980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Entering Unmasked Estep 
Score: -1262446.500000 Penalty: 2267.496582
	Iteration 0F: 2 clusters Score -1262446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1255236.750000 Penalty: 4534.993164
	Iteration 0F: 3 clusters Score -1255237 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1257441.750000 Penalty: 4534.993164
	Iteration 1F: 3 clusters Score -1257442 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1257926.750000 Penalty: 4534.993164
	Iteration 2F: 3 clusters Score -1257927 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1258438.250000 Penalty: 4534.993164
	Iteration 3F: 3 clusters Score -1258438 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1259065.375000 Penalty: 4534.993164
	Iteration 4F: 3 clusters Score -1259065 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1259722.375000 Penalty: 4534.993164
	Iteration 5F: 3 clusters Score -1259722 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1260233.875000 Penalty: 4534.993164
	Iteration 6F: 3 clusters Score -1260234 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1260602.000000 Penalty: 4534.993164
	Iteration 7F: 3 clusters Score -1260602 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1260818.500000 Penalty: 4534.993164
	Iteration 8Q: 3 clusters Score -1260818 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1260940.125000 Penalty: 4534.993164
	Iteration 9Q: 3 clusters Score -1260940 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1261030.125000 Penalty: 4534.993164
	Iteration 10Q: 3 clusters Score -1261030 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1261095.500000 Penalty: 4534.993164
	Iteration 11Q: 3 clusters Score -1261096 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1261155.750000 Penalty: 4534.993164
	Iteration 12Q: 3 clusters Score -1261156 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1261206.875000 Penalty: 4534.993164
	Iteration 13Q: 3 clusters Score -1261207 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1261247.000000 Penalty: 4534.993164
	Iteration 14Q: 3 clusters Score -1261247 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1261283.000000 Penalty: 4534.993164
	Iteration 15Q: 3 clusters Score -1261283 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1261314.125000 Penalty: 4534.993164
	Iteration 16Q: 3 clusters Score -1261314 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1261340.250000 Penalty: 4534.993164
	Iteration 17Q: 3 clusters Score -1261340 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1261365.500000 Penalty: 4534.993164
	Iteration 18Q: 3 clusters Score -1261366 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1261377.250000 Penalty: 4534.993164
	Iteration 19Q: 3 clusters Score -1261377 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1261400.250000 Penalty: 4534.993164
	Iteration 20F: 3 clusters Score -1261400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1261407.875000 Penalty: 4534.993164
	Iteration 21Q: 3 clusters Score -1261408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1261419.375000 Penalty: 4534.993164
	Iteration 22Q: 3 clusters Score -1261419 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1261435.500000 Penalty: 4534.993164
	Iteration 23Q: 3 clusters Score -1261436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1261449.250000 Penalty: 4534.993164
	Iteration 24Q: 3 clusters Score -1261449 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1261463.250000 Penalty: 4534.993164
	Iteration 25Q: 3 clusters Score -1261463 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1261484.000000 Penalty: 4534.993164
	Iteration 26Q: 3 clusters Score -1261484 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1261499.000000 Penalty: 4534.993164
	Iteration 27Q: 3 clusters Score -1261499 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1261520.500000 Penalty: 4534.993164
	Iteration 28Q: 3 clusters Score -1261520 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1261537.000000 Penalty: 4534.993164
	Iteration 29Q: 3 clusters Score -1261537 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1261545.625000 Penalty: 4534.993164
	Iteration 30Q: 3 clusters Score -1261546 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1261557.875000 Penalty: 4534.993164
	Iteration 31Q: 3 clusters Score -1261558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1261570.875000 Penalty: 4534.993164
	Iteration 32Q: 3 clusters Score -1261571 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1261598.000000 Penalty: 4534.993164
	Iteration 33Q: 3 clusters Score -1261598 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1261632.625000 Penalty: 4534.993164
	Iteration 34Q: 3 clusters Score -1261633 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1261705.375000 Penalty: 4534.993164
	Iteration 35Q: 3 clusters Score -1261705 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1261801.750000 Penalty: 4534.993164
	Iteration 36Q: 3 clusters Score -1261802 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1261899.375000 Penalty: 4534.993164
	Iteration 37Q: 3 clusters Score -1261899 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1261961.875000 Penalty: 4534.993164
	Iteration 38Q: 3 clusters Score -1261962 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1262015.125000 Penalty: 4534.993164
	Iteration 39Q: 3 clusters Score -1262015 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1262047.500000 Penalty: 4534.993164
	Iteration 40F: 3 clusters Score -1262048 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1262069.625000 Penalty: 4534.993164
	Iteration 41Q: 3 clusters Score -1262070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1262081.125000 Penalty: 4534.993164
	Iteration 42Q: 3 clusters Score -1262081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1262094.625000 Penalty: 4534.993164
	Iteration 43Q: 3 clusters Score -1262095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1262101.500000 Penalty: 4534.993164
	Iteration 44Q: 3 clusters Score -1262102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1262106.750000 Penalty: 4534.993164
	Iteration 45Q: 3 clusters Score -1262107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1262108.000000 Penalty: 4534.993164
	Iteration 46Q: 3 clusters Score -1262108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1262119.750000 Penalty: 4534.993164
	Iteration 47Q: 3 clusters Score -1262120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1262123.500000 Penalty: 4534.993164
	Iteration 48Q: 3 clusters Score -1262124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1262126.875000 Penalty: 4534.993164
	Iteration 49Q: 3 clusters Score -1262127 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1262138.500000 Penalty: 4534.993164
	Iteration 50Q: 3 clusters Score -1262138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1262145.250000 Penalty: 4534.993164
	Iteration 51Q: 3 clusters Score -1262145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1262150.375000 Penalty: 4534.993164
	Iteration 52Q: 3 clusters Score -1262150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1262150.375000 Penalty: 4534.993164
	Iteration 53Q: 3 clusters Score -1262150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1262156.375000 Penalty: 4534.993164
	Iteration 54Q: 3 clusters Score -1262156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1262160.125000 Penalty: 4534.993164
	Iteration 55Q: 3 clusters Score -1262160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1262163.250000 Penalty: 4534.993164
	Iteration 56Q: 3 clusters Score -1262163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1262160.625000 Penalty: 4534.993164
	Iteration 57Q: 3 clusters Score -1262161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1262161.875000 Penalty: 4534.993164
	Iteration 58Q: 3 clusters Score -1262162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1262163.875000 Penalty: 4534.993164
	Iteration 59Q: 3 clusters Score -1262164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1262164.250000 Penalty: 4534.993164
	Iteration 60F: 3 clusters Score -1262164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1262164.500000 Penalty: 4534.993164
	Iteration 61Q: 3 clusters Score -1262164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1262164.500000 Penalty: 4534.993164
	Iteration 62F: 3 clusters Score -1262164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Entering Unmasked Estep 
Score: -1247841.625000 Penalty: 2261.156738
	Iteration 0F: 2 clusters Score -1247842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1240759.875000 Penalty: 4522.313477
	Iteration 0F: 3 clusters Score -1240760 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1242872.750000 Penalty: 4522.313477
	Iteration 1F: 3 clusters Score -1242873 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1243214.750000 Penalty: 4522.313477
	Iteration 2F: 3 clusters Score -1243215 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1243458.250000 Penalty: 4522.313477
	Iteration 3F: 3 clusters Score -1243458 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1243641.125000 Penalty: 4522.313477
	Iteration 4Q: 3 clusters Score -1243641 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1243797.375000 Penalty: 4522.313477
	Iteration 5Q: 3 clusters Score -1243797 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1243930.375000 Penalty: 4522.313477
	Iteration 6Q: 3 clusters Score -1243930 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1244059.000000 Penalty: 4522.313477
	Iteration 7Q: 3 clusters Score -1244059 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1244235.375000 Penalty: 4522.313477
	Iteration 8Q: 3 clusters Score -1244235 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1244412.875000 Penalty: 4522.313477
	Iteration 9Q: 3 clusters Score -1244413 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1244622.250000 Penalty: 4522.313477
	Iteration 10Q: 3 clusters Score -1244622 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1244853.750000 Penalty: 4522.313477
	Iteration 11Q: 3 clusters Score -1244854 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1245074.000000 Penalty: 4522.313477
	Iteration 12Q: 3 clusters Score -1245074 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1245274.250000 Penalty: 4522.313477
	Iteration 13Q: 3 clusters Score -1245274 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1245437.375000 Penalty: 4522.313477
	Iteration 14Q: 3 clusters Score -1245437 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1245538.375000 Penalty: 4522.313477
	Iteration 15Q: 3 clusters Score -1245538 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1245601.125000 Penalty: 4522.313477
	Iteration 16Q: 3 clusters Score -1245601 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1245654.875000 Penalty: 4522.313477
	Iteration 17Q: 3 clusters Score -1245655 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1245692.625000 Penalty: 4522.313477
	Iteration 18Q: 3 clusters Score -1245693 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1245730.000000 Penalty: 4522.313477
	Iteration 19Q: 3 clusters Score -1245730 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1245758.000000 Penalty: 4522.313477
	Iteration 20F: 3 clusters Score -1245758 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1245783.750000 Penalty: 4522.313477
	Iteration 21Q: 3 clusters Score -1245784 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1245806.750000 Penalty: 4522.313477
	Iteration 22Q: 3 clusters Score -1245807 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1245828.125000 Penalty: 4522.313477
	Iteration 23Q: 3 clusters Score -1245828 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1245850.125000 Penalty: 4522.313477
	Iteration 24Q: 3 clusters Score -1245850 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1245864.625000 Penalty: 4522.313477
	Iteration 25Q: 3 clusters Score -1245865 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1245874.125000 Penalty: 4522.313477
	Iteration 26Q: 3 clusters Score -1245874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1245891.000000 Penalty: 4522.313477
	Iteration 27Q: 3 clusters Score -1245891 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1245896.750000 Penalty: 4522.313477
	Iteration 28Q: 3 clusters Score -1245897 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1245905.625000 Penalty: 4522.313477
	Iteration 29Q: 3 clusters Score -1245906 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1245911.750000 Penalty: 4522.313477
	Iteration 30Q: 3 clusters Score -1245912 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1245925.250000 Penalty: 4522.313477
	Iteration 31Q: 3 clusters Score -1245925 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1245935.625000 Penalty: 4522.313477
	Iteration 32Q: 3 clusters Score -1245936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1245945.125000 Penalty: 4522.313477
	Iteration 33Q: 3 clusters Score -1245945 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1245959.000000 Penalty: 4522.313477
	Iteration 34Q: 3 clusters Score -1245959 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1245964.625000 Penalty: 4522.313477
	Iteration 35Q: 3 clusters Score -1245965 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1245973.250000 Penalty: 4522.313477
	Iteration 36Q: 3 clusters Score -1245973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1245978.500000 Penalty: 4522.313477
	Iteration 37Q: 3 clusters Score -1245978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1245980.750000 Penalty: 4522.313477
	Iteration 38Q: 3 clusters Score -1245981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1245986.125000 Penalty: 4522.313477
	Iteration 39Q: 3 clusters Score -1245986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1245993.125000 Penalty: 4522.313477
	Iteration 40F: 3 clusters Score -1245993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1245997.625000 Penalty: 4522.313477
	Iteration 41Q: 3 clusters Score -1245998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1246000.875000 Penalty: 4522.313477
	Iteration 42Q: 3 clusters Score -1246001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1246003.875000 Penalty: 4522.313477
	Iteration 43Q: 3 clusters Score -1246004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1246007.000000 Penalty: 4522.313477
	Iteration 44Q: 3 clusters Score -1246007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1246012.375000 Penalty: 4522.313477
	Iteration 45Q: 3 clusters Score -1246012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1246012.125000 Penalty: 4522.313477
	Iteration 46Q: 3 clusters Score -1246012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1246014.625000 Penalty: 4522.313477
	Iteration 47Q: 3 clusters Score -1246015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1246023.500000 Penalty: 4522.313477
	Iteration 48Q: 3 clusters Score -1246024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1246026.000000 Penalty: 4522.313477
	Iteration 49Q: 3 clusters Score -1246026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1246027.750000 Penalty: 4522.313477
	Iteration 50Q: 3 clusters Score -1246028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1246032.375000 Penalty: 4522.313477
	Iteration 51Q: 3 clusters Score -1246032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1246034.750000 Penalty: 4522.313477
	Iteration 52Q: 3 clusters Score -1246035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1246033.875000 Penalty: 4522.313477
	Iteration 53Q: 3 clusters Score -1246034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1246036.250000 Penalty: 4522.313477
	Iteration 54Q: 3 clusters Score -1246036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1246035.875000 Penalty: 4522.313477
	Iteration 55Q: 3 clusters Score -1246036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1246035.625000 Penalty: 4522.313477
	Iteration 56Q: 3 clusters Score -1246036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1246034.125000 Penalty: 4522.313477
	Iteration 57Q: 3 clusters Score -1246034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1246036.500000 Penalty: 4522.313477
	Iteration 58Q: 3 clusters Score -1246036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1246034.375000 Penalty: 4522.313477
	Iteration 59Q: 3 clusters Score -1246034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1246033.250000 Penalty: 4522.313477
	Iteration 60F: 3 clusters Score -1246033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1246033.750000 Penalty: 4522.313477
	Iteration 61Q: 3 clusters Score -1246034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1246036.000000 Penalty: 4522.313477
	Iteration 62Q: 3 clusters Score -1246036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1246036.125000 Penalty: 4522.313477
	Iteration 63Q: 3 clusters Score -1246036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1246038.250000 Penalty: 4522.313477
	Iteration 64Q: 3 clusters Score -1246038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1246038.625000 Penalty: 4522.313477
	Iteration 65Q: 3 clusters Score -1246039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1246037.500000 Penalty: 4522.313477
	Iteration 66Q: 3 clusters Score -1246038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1246037.250000 Penalty: 4522.313477
	Iteration 67Q: 3 clusters Score -1246037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1246040.500000 Penalty: 4522.313477
	Iteration 68Q: 3 clusters Score -1246040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1246038.625000 Penalty: 4522.313477
	Iteration 69Q: 3 clusters Score -1246039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1246040.500000 Penalty: 4522.313477
	Iteration 70Q: 3 clusters Score -1246040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1246040.500000 Penalty: 4522.313477
	Iteration 71Q: 3 clusters Score -1246040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1246042.500000 Penalty: 4522.313477
	Iteration 72Q: 3 clusters Score -1246042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1246042.250000 Penalty: 4522.313477
	Iteration 73Q: 3 clusters Score -1246042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1246041.375000 Penalty: 4522.313477
	Iteration 74Q: 3 clusters Score -1246041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1246041.500000 Penalty: 4522.313477
	Iteration 75Q: 3 clusters Score -1246042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1246040.625000 Penalty: 4522.313477
	Iteration 76Q: 3 clusters Score -1246041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1246041.625000 Penalty: 4522.313477
	Iteration 77Q: 3 clusters Score -1246042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1246041.500000 Penalty: 4522.313477
	Iteration 78Q: 3 clusters Score -1246042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1246041.500000 Penalty: 4522.313477
	Iteration 79F: 3 clusters Score -1246042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Entering Unmasked Estep 
Score: -3379659.750000 Penalty: 2508.601318
	Iteration 0F: 2 clusters Score -3379660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -3362591.250000 Penalty: 5017.202637
	Iteration 0F: 3 clusters Score -3362591 nChanged 10909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -3368533.250000 Penalty: 5017.202637
	Iteration 1F: 3 clusters Score -3368533 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -3369044.000000 Penalty: 5017.202637
	Iteration 2F: 3 clusters Score -3369044 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -3369480.500000 Penalty: 5017.202637
	Iteration 3Q: 3 clusters Score -3369480 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -3369882.250000 Penalty: 5017.202637
	Iteration 4Q: 3 clusters Score -3369882 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -3370290.000000 Penalty: 5017.202637
	Iteration 5Q: 3 clusters Score -3370290 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -3370709.500000 Penalty: 5017.202637
	Iteration 6Q: 3 clusters Score -3370710 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -3371182.750000 Penalty: 5017.202637
	Iteration 7Q: 3 clusters Score -3371183 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -3371762.750000 Penalty: 5017.202637
	Iteration 8Q: 3 clusters Score -3371763 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -3372438.000000 Penalty: 5017.202637
	Iteration 9Q: 3 clusters Score -3372438 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -3373159.750000 Penalty: 5017.202637
	Iteration 10Q: 3 clusters Score -3373160 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -3373904.000000 Penalty: 5017.202637
	Iteration 11Q: 3 clusters Score -3373904 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -3374467.750000 Penalty: 5017.202637
	Iteration 12Q: 3 clusters Score -3374468 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -3374956.500000 Penalty: 5017.202637
	Iteration 13Q: 3 clusters Score -3374956 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3375370.000000 Penalty: 5017.202637
	Iteration 14Q: 3 clusters Score -3375370 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -3375715.250000 Penalty: 5017.202637
	Iteration 15Q: 3 clusters Score -3375715 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -3375985.250000 Penalty: 5017.202637
	Iteration 16Q: 3 clusters Score -3375985 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -3376247.750000 Penalty: 5017.202637
	Iteration 17Q: 3 clusters Score -3376248 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -3376488.500000 Penalty: 5017.202637
	Iteration 18Q: 3 clusters Score -3376488 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3376703.250000 Penalty: 5017.202637
	Iteration 19Q: 3 clusters Score -3376703 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3376867.750000 Penalty: 5017.202637
	Iteration 20F: 3 clusters Score -3376868 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3377047.250000 Penalty: 5017.202637
	Iteration 21Q: 3 clusters Score -3377047 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3377196.500000 Penalty: 5017.202637
	Iteration 22Q: 3 clusters Score -3377196 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3377353.500000 Penalty: 5017.202637
	Iteration 23Q: 3 clusters Score -3377354 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3377517.500000 Penalty: 5017.202637
	Iteration 24Q: 3 clusters Score -3377518 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3377706.500000 Penalty: 5017.202637
	Iteration 25Q: 3 clusters Score -3377706 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3377895.750000 Penalty: 5017.202637
	Iteration 26Q: 3 clusters Score -3377896 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3378092.750000 Penalty: 5017.202637
	Iteration 27Q: 3 clusters Score -3378093 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3378252.000000 Penalty: 5017.202637
	Iteration 28Q: 3 clusters Score -3378252 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3378388.750000 Penalty: 5017.202637
	Iteration 29Q: 3 clusters Score -3378389 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3378494.750000 Penalty: 5017.202637
	Iteration 30Q: 3 clusters Score -3378495 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3378588.250000 Penalty: 5017.202637
	Iteration 31Q: 3 clusters Score -3378588 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3378649.500000 Penalty: 5017.202637
	Iteration 32Q: 3 clusters Score -3378650 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3378677.500000 Penalty: 5017.202637
	Iteration 33Q: 3 clusters Score -3378678 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3378707.500000 Penalty: 5017.202637
	Iteration 34Q: 3 clusters Score -3378708 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3378719.750000 Penalty: 5017.202637
	Iteration 35Q: 3 clusters Score -3378720 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3378755.250000 Penalty: 5017.202637
	Iteration 36Q: 3 clusters Score -3378755 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3378770.750000 Penalty: 5017.202637
	Iteration 37Q: 3 clusters Score -3378771 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3378792.500000 Penalty: 5017.202637
	Iteration 38Q: 3 clusters Score -3378792 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3378825.500000 Penalty: 5017.202637
	Iteration 39Q: 3 clusters Score -3378826 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3378954.250000 Penalty: 5017.202637
	Iteration 40F: 3 clusters Score -3378954 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3379047.250000 Penalty: 5017.202637
	Iteration 41Q: 3 clusters Score -3379047 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3379128.250000 Penalty: 5017.202637
	Iteration 42Q: 3 clusters Score -3379128 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3379184.000000 Penalty: 5017.202637
	Iteration 43Q: 3 clusters Score -3379184 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3379220.750000 Penalty: 5017.202637
	Iteration 44Q: 3 clusters Score -3379221 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3379253.250000 Penalty: 5017.202637
	Iteration 45Q: 3 clusters Score -3379253 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3379278.000000 Penalty: 5017.202637
	Iteration 46Q: 3 clusters Score -3379278 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -3379308.750000 Penalty: 5017.202637
	Iteration 47Q: 3 clusters Score -3379309 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3379341.250000 Penalty: 5017.202637
	Iteration 48Q: 3 clusters Score -3379341 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3379365.500000 Penalty: 5017.202637
	Iteration 49Q: 3 clusters Score -3379366 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -3379378.000000 Penalty: 5017.202637
	Iteration 50Q: 3 clusters Score -3379378 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3379394.000000 Penalty: 5017.202637
	Iteration 51Q: 3 clusters Score -3379394 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -3379407.000000 Penalty: 5017.202637
	Iteration 52Q: 3 clusters Score -3379407 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -3379405.750000 Penalty: 5017.202637
	Iteration 53Q: 3 clusters Score -3379406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -3379412.000000 Penalty: 5017.202637
	Iteration 54Q: 3 clusters Score -3379412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -3379418.500000 Penalty: 5017.202637
	Iteration 55Q: 3 clusters Score -3379418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3379423.250000 Penalty: 5017.202637
	Iteration 56Q: 3 clusters Score -3379423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -3379434.750000 Penalty: 5017.202637
	Iteration 57Q: 3 clusters Score -3379435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3379442.000000 Penalty: 5017.202637
	Iteration 58Q: 3 clusters Score -3379442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -3379448.250000 Penalty: 5017.202637
	Iteration 59Q: 3 clusters Score -3379448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3379445.750000 Penalty: 5017.202637
	Iteration 60F: 3 clusters Score -3379446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3379439.750000 Penalty: 5017.202637
	Iteration 61Q: 3 clusters Score -3379440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -3379443.750000 Penalty: 5017.202637
	Iteration 62Q: 3 clusters Score -3379444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -3379446.000000 Penalty: 5017.202637
	Iteration 63Q: 3 clusters Score -3379446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3379447.250000 Penalty: 5017.202637
	Iteration 64Q: 3 clusters Score -3379447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3379442.750000 Penalty: 5017.202637
	Iteration 65Q: 3 clusters Score -3379443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -3379447.000000 Penalty: 5017.202637
	Iteration 66Q: 3 clusters Score -3379447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -3379439.750000 Penalty: 5017.202637
	Iteration 67Q: 3 clusters Score -3379440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -3379447.500000 Penalty: 5017.202637
	Iteration 68Q: 3 clusters Score -3379448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -3379448.000000 Penalty: 5017.202637
	Iteration 69Q: 3 clusters Score -3379448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -3379446.750000 Penalty: 5017.202637
	Iteration 70Q: 3 clusters Score -3379447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3379445.500000 Penalty: 5017.202637
	Iteration 71Q: 3 clusters Score -3379446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3379445.500000 Penalty: 5017.202637
	Iteration 72F: 3 clusters Score -3379446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Entering Unmasked Estep 
Score: -395470.968750 Penalty: 1985.248291
	Iteration 0F: 2 clusters Score -395471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -392207.875000 Penalty: 3970.496582
	Iteration 0F: 3 clusters Score -392207.9 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -392896.343750 Penalty: 3970.496582
	Iteration 1F: 3 clusters Score -392896.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -393039.500000 Penalty: 3970.496582
	Iteration 2F: 3 clusters Score -393039.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -393148.718750 Penalty: 3970.496582
	Iteration 3Q: 3 clusters Score -393148.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -393250.343750 Penalty: 3970.496582
	Iteration 4Q: 3 clusters Score -393250.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -393331.125000 Penalty: 3970.496582
	Iteration 5Q: 3 clusters Score -393331.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -393393.937500 Penalty: 3970.496582
	Iteration 6Q: 3 clusters Score -393393.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -393430.968750 Penalty: 3970.496582
	Iteration 7Q: 3 clusters Score -393431 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -393473.437500 Penalty: 3970.496582
	Iteration 8Q: 3 clusters Score -393473.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -393509.406250 Penalty: 3970.496582
	Iteration 9Q: 3 clusters Score -393509.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -393534.218750 Penalty: 3970.496582
	Iteration 10Q: 3 clusters Score -393534.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -393553.937500 Penalty: 3970.496582
	Iteration 11Q: 3 clusters Score -393553.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -393572.437500 Penalty: 3970.496582
	Iteration 12Q: 3 clusters Score -393572.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -393600.468750 Penalty: 3970.496582
	Iteration 13Q: 3 clusters Score -393600.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -393632.031250 Penalty: 3970.496582
	Iteration 14Q: 3 clusters Score -393632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -393652.062500 Penalty: 3970.496582
	Iteration 15Q: 3 clusters Score -393652.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -393669.000000 Penalty: 3970.496582
	Iteration 16Q: 3 clusters Score -393669 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -393689.906250 Penalty: 3970.496582
	Iteration 17Q: 3 clusters Score -393689.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -393713.281250 Penalty: 3970.496582
	Iteration 18Q: 3 clusters Score -393713.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -393732.906250 Penalty: 3970.496582
	Iteration 19Q: 3 clusters Score -393732.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -393748.562500 Penalty: 3970.496582
	Iteration 20F: 3 clusters Score -393748.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -393764.156250 Penalty: 3970.496582
	Iteration 21Q: 3 clusters Score -393764.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -393775.843750 Penalty: 3970.496582
	Iteration 22Q: 3 clusters Score -393775.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -393787.531250 Penalty: 3970.496582
	Iteration 23Q: 3 clusters Score -393787.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -393797.437500 Penalty: 3970.496582
	Iteration 24Q: 3 clusters Score -393797.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -393806.000000 Penalty: 3970.496582
	Iteration 25Q: 3 clusters Score -393806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -393812.906250 Penalty: 3970.496582
	Iteration 26Q: 3 clusters Score -393812.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -393820.375000 Penalty: 3970.496582
	Iteration 27Q: 3 clusters Score -393820.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -393827.062500 Penalty: 3970.496582
	Iteration 28Q: 3 clusters Score -393827.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -393835.687500 Penalty: 3970.496582
	Iteration 29Q: 3 clusters Score -393835.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -393843.843750 Penalty: 3970.496582
	Iteration 30Q: 3 clusters Score -393843.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -393852.687500 Penalty: 3970.496582
	Iteration 31Q: 3 clusters Score -393852.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -393859.437500 Penalty: 3970.496582
	Iteration 32Q: 3 clusters Score -393859.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -393865.968750 Penalty: 3970.496582
	Iteration 33Q: 3 clusters Score -393866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -393871.343750 Penalty: 3970.496582
	Iteration 34Q: 3 clusters Score -393871.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -393879.156250 Penalty: 3970.496582
	Iteration 35Q: 3 clusters Score -393879.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -393890.750000 Penalty: 3970.496582
	Iteration 36Q: 3 clusters Score -393890.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -393896.406250 Penalty: 3970.496582
	Iteration 37Q: 3 clusters Score -393896.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -393901.437500 Penalty: 3970.496582
	Iteration 38Q: 3 clusters Score -393901.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -393908.218750 Penalty: 3970.496582
	Iteration 39Q: 3 clusters Score -393908.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -393912.406250 Penalty: 3970.496582
	Iteration 40F: 3 clusters Score -393912.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -393916.250000 Penalty: 3970.496582
	Iteration 41Q: 3 clusters Score -393916.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -393918.687500 Penalty: 3970.496582
	Iteration 42Q: 3 clusters Score -393918.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -393920.218750 Penalty: 3970.496582
	Iteration 43Q: 3 clusters Score -393920.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -393922.000000 Penalty: 3970.496582
	Iteration 44Q: 3 clusters Score -393922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -393924.000000 Penalty: 3970.496582
	Iteration 45Q: 3 clusters Score -393924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -393926.812500 Penalty: 3970.496582
	Iteration 46Q: 3 clusters Score -393926.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -393928.125000 Penalty: 3970.496582
	Iteration 47Q: 3 clusters Score -393928.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -393929.437500 Penalty: 3970.496582
	Iteration 48Q: 3 clusters Score -393929.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -393930.812500 Penalty: 3970.496582
	Iteration 49Q: 3 clusters Score -393930.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -393931.468750 Penalty: 3970.496582
	Iteration 50Q: 3 clusters Score -393931.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -393931.468750 Penalty: 3970.496582
	Iteration 51F: 3 clusters Score -393931.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (136652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136652 members 
Entering Unmasked Estep 
Score: -18916242.000000 Penalty: 2932.647705
	Iteration 0F: 2 clusters Score -1.891624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68183 members 
Mstep: Class 2 contains 68469 members 
Entering Unmasked Estep 
Score: -18826322.000000 Penalty: 5865.295410
	Iteration 0F: 3 clusters Score -1.882632e+07 nChanged 65058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67515 members 
Mstep: Class 2 contains 69137 members 
Entering Unmasked Estep 
Score: -18863530.000000 Penalty: 5865.295410
	Iteration 1F: 3 clusters Score -1.886353e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67094 members 
Mstep: Class 2 contains 69558 members 
Entering Unmasked Estep 
Score: -18864188.000000 Penalty: 5865.295410
	Iteration 2Q: 3 clusters Score -1.886419e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66499 members 
Mstep: Class 2 contains 70153 members 
Entering Unmasked Estep 
Score: -18864816.000000 Penalty: 5865.295410
	Iteration 3Q: 3 clusters Score -1.886482e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65658 members 
Mstep: Class 2 contains 70994 members 
Entering Unmasked Estep 
Score: -18865562.000000 Penalty: 5865.295410
	Iteration 4Q: 3 clusters Score -1.886556e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64344 members 
Mstep: Class 2 contains 72308 members 
Entering Unmasked Estep 
Score: -18866486.000000 Penalty: 5865.295410
	Iteration 5Q: 3 clusters Score -1.886649e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62214 members 
Mstep: Class 2 contains 74438 members 
Entering Unmasked Estep 
Score: -18867718.000000 Penalty: 5865.295410
	Iteration 6Q: 3 clusters Score -1.886772e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59101 members 
Mstep: Class 2 contains 77551 members 
Entering Unmasked Estep 
Score: -18869174.000000 Penalty: 5865.295410
	Iteration 7Q: 3 clusters Score -1.886917e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54506 members 
Mstep: Class 2 contains 82146 members 
Entering Unmasked Estep 
Score: -18871966.000000 Penalty: 5865.295410
	Iteration 8Q: 3 clusters Score -1.887197e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 88604 members 
Entering Unmasked Estep 
Score: -18876382.000000 Penalty: 5865.295410
	Iteration 9F: 3 clusters Score -1.887638e+07 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 96926 members 
Entering Unmasked Estep 
Score: -18882450.000000 Penalty: 5865.295410
	Iteration 10F: 3 clusters Score -1.888245e+07 nChanged 9835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 106673 members 
Entering Unmasked Estep 
Score: -18890616.000000 Penalty: 5865.295410
	Iteration 11F: 3 clusters Score -1.889062e+07 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 116341 members 
Entering Unmasked Estep 
Score: -18898950.000000 Penalty: 5865.295410
	Iteration 12F: 3 clusters Score -1.889895e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 124014 members 
Entering Unmasked Estep 
Score: -18905016.000000 Penalty: 5865.295410
	Iteration 13F: 3 clusters Score -1.890502e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 129013 members 
Entering Unmasked Estep 
Score: -18908898.000000 Penalty: 5865.295410
	Iteration 14Q: 3 clusters Score -1.89089e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 131976 members 
Entering Unmasked Estep 
Score: -18911032.000000 Penalty: 5865.295410
	Iteration 15Q: 3 clusters Score -1.891103e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 133578 members 
Entering Unmasked Estep 
Score: -18912134.000000 Penalty: 5865.295410
	Iteration 16Q: 3 clusters Score -1.891213e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 134486 members 
Entering Unmasked Estep 
Score: -18912762.000000 Penalty: 5865.295410
	Iteration 17Q: 3 clusters Score -1.891276e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 135043 members 
Entering Unmasked Estep 
Score: -18913156.000000 Penalty: 5865.295410
	Iteration 18Q: 3 clusters Score -1.891316e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 135352 members 
Entering Unmasked Estep 
Score: -18913376.000000 Penalty: 5865.295410
	Iteration 19Q: 3 clusters Score -1.891338e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 135526 members 
Entering Unmasked Estep 
Score: -18913490.000000 Penalty: 5865.295410
	Iteration 20F: 3 clusters Score -1.891349e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 135654 members 
Entering Unmasked Estep 
Score: -18913580.000000 Penalty: 5865.295410
	Iteration 21Q: 3 clusters Score -1.891358e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 135732 members 
Entering Unmasked Estep 
Score: -18913626.000000 Penalty: 5865.295410
	Iteration 22Q: 3 clusters Score -1.891363e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 135782 members 
Entering Unmasked Estep 
Score: -18913696.000000 Penalty: 5865.295410
	Iteration 23Q: 3 clusters Score -1.89137e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 135816 members 
Entering Unmasked Estep 
Score: -18913718.000000 Penalty: 5865.295410
	Iteration 24Q: 3 clusters Score -1.891372e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 135841 members 
Entering Unmasked Estep 
Score: -18913740.000000 Penalty: 5865.295410
	Iteration 25Q: 3 clusters Score -1.891374e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 135863 members 
Entering Unmasked Estep 
Score: -18913754.000000 Penalty: 5865.295410
	Iteration 26Q: 3 clusters Score -1.891375e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 135877 members 
Entering Unmasked Estep 
Score: -18913754.000000 Penalty: 5865.295410
	Iteration 27Q: 3 clusters Score -1.891375e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 135892 members 
Entering Unmasked Estep 
Score: -18913768.000000 Penalty: 5865.295410
	Iteration 28Q: 3 clusters Score -1.891377e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 135904 members 
Entering Unmasked Estep 
Score: -18913784.000000 Penalty: 5865.295410
	Iteration 29Q: 3 clusters Score -1.891378e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 135913 members 
Entering Unmasked Estep 
Score: -18913806.000000 Penalty: 5865.295410
	Iteration 30Q: 3 clusters Score -1.891381e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 135920 members 
Entering Unmasked Estep 
Score: -18913800.000000 Penalty: 5865.295410
	Iteration 31Q: 3 clusters Score -1.89138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 135924 members 
Entering Unmasked Estep 
Score: -18913798.000000 Penalty: 5865.295410
	Iteration 32Q: 3 clusters Score -1.89138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 135928 members 
Entering Unmasked Estep 
Score: -18913800.000000 Penalty: 5865.295410
	Iteration 33Q: 3 clusters Score -1.89138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 135932 members 
Entering Unmasked Estep 
Score: -18913820.000000 Penalty: 5865.295410
	Iteration 34Q: 3 clusters Score -1.891382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 135936 members 
Entering Unmasked Estep 
Score: -18913814.000000 Penalty: 5865.295410
	Iteration 35Q: 3 clusters Score -1.891381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 135937 members 
Entering Unmasked Estep 
Score: -18913808.000000 Penalty: 5865.295410
	Iteration 36Q: 3 clusters Score -1.891381e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 135946 members 
Entering Unmasked Estep 
Score: -18913830.000000 Penalty: 5865.295410
	Iteration 37Q: 3 clusters Score -1.891383e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 135954 members 
Entering Unmasked Estep 
Score: -18913838.000000 Penalty: 5865.295410
	Iteration 38Q: 3 clusters Score -1.891384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 135958 members 
Entering Unmasked Estep 
Score: -18913856.000000 Penalty: 5865.295410
	Iteration 39Q: 3 clusters Score -1.891386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 135963 members 
Entering Unmasked Estep 
Score: -18913862.000000 Penalty: 5865.295410
	Iteration 40F: 3 clusters Score -1.891386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 135962 members 
Entering Unmasked Estep 
Score: -18913862.000000 Penalty: 5865.295410
	Iteration 41Q: 3 clusters Score -1.891386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 135964 members 
Entering Unmasked Estep 
Score: -18913864.000000 Penalty: 5865.295410
	Iteration 42Q: 3 clusters Score -1.891386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 135965 members 
Entering Unmasked Estep 
Score: -18913866.000000 Penalty: 5865.295410
	Iteration 43Q: 3 clusters Score -1.891387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 135967 members 
Entering Unmasked Estep 
Score: -18913860.000000 Penalty: 5865.295410
	Iteration 44Q: 3 clusters Score -1.891386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 135968 members 
Entering Unmasked Estep 
Score: -18913868.000000 Penalty: 5865.295410
	Iteration 45Q: 3 clusters Score -1.891387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 135967 members 
Entering Unmasked Estep 
Score: -18913854.000000 Penalty: 5865.295410
	Iteration 46Q: 3 clusters Score -1.891385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 135966 members 
Entering Unmasked Estep 
Score: -18913858.000000 Penalty: 5865.295410
	Iteration 47Q: 3 clusters Score -1.891386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 135966 members 
Entering Unmasked Estep 
Score: -18913856.000000 Penalty: 5865.295410
	Iteration 48Q: 3 clusters Score -1.891386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 135968 members 
Entering Unmasked Estep 
Score: -18913874.000000 Penalty: 5865.295410
	Iteration 49Q: 3 clusters Score -1.891387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 135968 members 
Entering Unmasked Estep 
Score: -18913882.000000 Penalty: 5865.295410
	Iteration 50Q: 3 clusters Score -1.891388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 135970 members 
Entering Unmasked Estep 
Score: -18913892.000000 Penalty: 5865.295410
	Iteration 51Q: 3 clusters Score -1.891389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 135971 members 
Entering Unmasked Estep 
Score: -18913876.000000 Penalty: 5865.295410
	Iteration 52Q: 3 clusters Score -1.891388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 135973 members 
Entering Unmasked Estep 
Score: -18913880.000000 Penalty: 5865.295410
	Iteration 53Q: 3 clusters Score -1.891388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 135978 members 
Entering Unmasked Estep 
Score: -18913882.000000 Penalty: 5865.295410
	Iteration 54Q: 3 clusters Score -1.891388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 135978 members 
Entering Unmasked Estep 
Score: -18913880.000000 Penalty: 5865.295410
	Iteration 55Q: 3 clusters Score -1.891388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 135978 members 
Entering Unmasked Estep 
Score: -18913896.000000 Penalty: 5865.295410
	Iteration 56Q: 3 clusters Score -1.89139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 135978 members 
Entering Unmasked Estep 
Score: -18913896.000000 Penalty: 5865.295410
	Iteration 57F: 3 clusters Score -1.89139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (149541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149541 members 
Entering Unmasked Estep 
Score: -20814366.000000 Penalty: 2955.000977
	Iteration 0F: 2 clusters Score -2.081437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75090 members 
Mstep: Class 2 contains 74451 members 
Entering Unmasked Estep 
Score: -20719610.000000 Penalty: 5910.001953
	Iteration 0F: 3 clusters Score -2.071961e+07 nChanged 71483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81497 members 
Mstep: Class 2 contains 68044 members 
Entering Unmasked Estep 
Score: -20761774.000000 Penalty: 5910.001953
	Iteration 1F: 3 clusters Score -2.076177e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85766 members 
Mstep: Class 2 contains 63775 members 
Entering Unmasked Estep 
Score: -20763694.000000 Penalty: 5910.001953
	Iteration 2Q: 3 clusters Score -2.076369e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92129 members 
Mstep: Class 2 contains 57412 members 
Entering Unmasked Estep 
Score: -20767020.000000 Penalty: 5910.001953
	Iteration 3Q: 3 clusters Score -2.076702e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101013 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -20772488.000000 Penalty: 5910.001953
	Iteration 4F: 3 clusters Score -2.077249e+07 nChanged 11878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112641 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -20781696.000000 Penalty: 5910.001953
	Iteration 5F: 3 clusters Score -2.07817e+07 nChanged 12872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125433 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -20792576.000000 Penalty: 5910.001953
	Iteration 6F: 3 clusters Score -2.079258e+07 nChanged 11134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136537 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -20801928.000000 Penalty: 5910.001953
	Iteration 7F: 3 clusters Score -2.080193e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143745 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -20807704.000000 Penalty: 5910.001953
	Iteration 8Q: 3 clusters Score -2.08077e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147125 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -20810224.000000 Penalty: 5910.001953
	Iteration 9Q: 3 clusters Score -2.081022e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148302 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -20811240.000000 Penalty: 5910.001953
	Iteration 10Q: 3 clusters Score -2.081124e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148679 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -20811606.000000 Penalty: 5910.001953
	Iteration 11Q: 3 clusters Score -2.081161e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148811 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -20811764.000000 Penalty: 5910.001953
	Iteration 12Q: 3 clusters Score -2.081176e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148865 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -20811870.000000 Penalty: 5910.001953
	Iteration 13Q: 3 clusters Score -2.081187e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148891 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -20811932.000000 Penalty: 5910.001953
	Iteration 14Q: 3 clusters Score -2.081193e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148910 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -20812000.000000 Penalty: 5910.001953
	Iteration 15Q: 3 clusters Score -2.0812e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148913 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -20812012.000000 Penalty: 5910.001953
	Iteration 16Q: 3 clusters Score -2.081201e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148910 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -20812036.000000 Penalty: 5910.001953
	Iteration 17Q: 3 clusters Score -2.081204e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148912 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -20812056.000000 Penalty: 5910.001953
	Iteration 18Q: 3 clusters Score -2.081206e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148912 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -20812052.000000 Penalty: 5910.001953
	Iteration 19Q: 3 clusters Score -2.081205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148914 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -20812048.000000 Penalty: 5910.001953
	Iteration 20F: 3 clusters Score -2.081205e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148908 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -20812064.000000 Penalty: 5910.001953
	Iteration 21Q: 3 clusters Score -2.081206e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148908 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -20812062.000000 Penalty: 5910.001953
	Iteration 22Q: 3 clusters Score -2.081206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148909 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -20812048.000000 Penalty: 5910.001953
	Iteration 23Q: 3 clusters Score -2.081205e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148914 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -20812062.000000 Penalty: 5910.001953
	Iteration 24Q: 3 clusters Score -2.081206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148917 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -20812078.000000 Penalty: 5910.001953
	Iteration 25Q: 3 clusters Score -2.081208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148916 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -20812078.000000 Penalty: 5910.001953
	Iteration 26Q: 3 clusters Score -2.081208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148919 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -20812092.000000 Penalty: 5910.001953
	Iteration 27Q: 3 clusters Score -2.081209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148920 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -20812088.000000 Penalty: 5910.001953
	Iteration 28Q: 3 clusters Score -2.081209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148922 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -20812092.000000 Penalty: 5910.001953
	Iteration 29Q: 3 clusters Score -2.081209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148920 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -20812084.000000 Penalty: 5910.001953
	Iteration 30Q: 3 clusters Score -2.081208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148918 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -20812078.000000 Penalty: 5910.001953
	Iteration 31Q: 3 clusters Score -2.081208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148918 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -20812082.000000 Penalty: 5910.001953
	Iteration 32Q: 3 clusters Score -2.081208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148920 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -20812078.000000 Penalty: 5910.001953
	Iteration 33Q: 3 clusters Score -2.081208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148920 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -20812078.000000 Penalty: 5910.001953
	Iteration 34F: 3 clusters Score -2.081208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Entering Unmasked Estep 
Score: -4259720.500000 Penalty: 2559.856201
	Iteration 0F: 2 clusters Score -4259720 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 15351 members 
Entering Unmasked Estep 
Score: -4238842.000000 Penalty: 5119.712402
	Iteration 0F: 3 clusters Score -4238842 nChanged 13692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -4246286.500000 Penalty: 5119.712402
	Iteration 1F: 3 clusters Score -4246286 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -4246802.000000 Penalty: 5119.712402
	Iteration 2Q: 3 clusters Score -4246802 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -4247311.500000 Penalty: 5119.712402
	Iteration 3Q: 3 clusters Score -4247312 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -4248019.000000 Penalty: 5119.712402
	Iteration 4Q: 3 clusters Score -4248019 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -4249039.500000 Penalty: 5119.712402
	Iteration 5F: 3 clusters Score -4249040 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -4250431.000000 Penalty: 5119.712402
	Iteration 6F: 3 clusters Score -4250431 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -4252126.000000 Penalty: 5119.712402
	Iteration 7F: 3 clusters Score -4252126 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -4253933.500000 Penalty: 5119.712402
	Iteration 8F: 3 clusters Score -4253934 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -4255362.000000 Penalty: 5119.712402
	Iteration 9F: 3 clusters Score -4255362 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -4256293.500000 Penalty: 5119.712402
	Iteration 10Q: 3 clusters Score -4256294 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -4256841.500000 Penalty: 5119.712402
	Iteration 11Q: 3 clusters Score -4256842 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -4257161.500000 Penalty: 5119.712402
	Iteration 12Q: 3 clusters Score -4257162 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -4257320.000000 Penalty: 5119.712402
	Iteration 13Q: 3 clusters Score -4257320 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -4257393.500000 Penalty: 5119.712402
	Iteration 14Q: 3 clusters Score -4257394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -4257435.000000 Penalty: 5119.712402
	Iteration 15Q: 3 clusters Score -4257435 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -4257474.500000 Penalty: 5119.712402
	Iteration 16Q: 3 clusters Score -4257474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -4257503.000000 Penalty: 5119.712402
	Iteration 17Q: 3 clusters Score -4257503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -4257521.500000 Penalty: 5119.712402
	Iteration 18Q: 3 clusters Score -4257522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -4257546.000000 Penalty: 5119.712402
	Iteration 19Q: 3 clusters Score -4257546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -4257563.500000 Penalty: 5119.712402
	Iteration 20F: 3 clusters Score -4257564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -4257565.500000 Penalty: 5119.712402
	Iteration 21Q: 3 clusters Score -4257566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -4257565.500000 Penalty: 5119.712402
	Iteration 22Q: 3 clusters Score -4257566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -4257570.500000 Penalty: 5119.712402
	Iteration 23Q: 3 clusters Score -4257570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -4257568.500000 Penalty: 5119.712402
	Iteration 24Q: 3 clusters Score -4257568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -4257572.000000 Penalty: 5119.712402
	Iteration 25Q: 3 clusters Score -4257572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -4257572.500000 Penalty: 5119.712402
	Iteration 26Q: 3 clusters Score -4257572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -4257572.500000 Penalty: 5119.712402
	Iteration 27F: 3 clusters Score -4257572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Entering Unmasked Estep 
Score: -140967.562500 Penalty: 1733.126465
	Iteration 0F: 2 clusters Score -140967.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -138987.187500 Penalty: 3466.252930
	Iteration 0F: 3 clusters Score -138987.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -139351.015625 Penalty: 3466.252930
	Iteration 1F: 3 clusters Score -139351 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -139485.000000 Penalty: 3466.252930
	Iteration 2F: 3 clusters Score -139485 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -139571.609375 Penalty: 3466.252930
	Iteration 3Q: 3 clusters Score -139571.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -139659.484375 Penalty: 3466.252930
	Iteration 4Q: 3 clusters Score -139659.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -139773.968750 Penalty: 3466.252930
	Iteration 5Q: 3 clusters Score -139774 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -139946.140625 Penalty: 3466.252930
	Iteration 6Q: 3 clusters Score -139946.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -140148.765625 Penalty: 3466.252930
	Iteration 7Q: 3 clusters Score -140148.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -140278.812500 Penalty: 3466.252930
	Iteration 8Q: 3 clusters Score -140278.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -140345.515625 Penalty: 3466.252930
	Iteration 9Q: 3 clusters Score -140345.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -140384.453125 Penalty: 3466.252930
	Iteration 10Q: 3 clusters Score -140384.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -140397.046875 Penalty: 3466.252930
	Iteration 11Q: 3 clusters Score -140397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -140411.046875 Penalty: 3466.252930
	Iteration 12Q: 3 clusters Score -140411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -140419.546875 Penalty: 3466.252930
	Iteration 13Q: 3 clusters Score -140419.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -140421.453125 Penalty: 3466.252930
	Iteration 14Q: 3 clusters Score -140421.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -140421.828125 Penalty: 3466.252930
	Iteration 15Q: 3 clusters Score -140421.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -140423.578125 Penalty: 3466.252930
	Iteration 16Q: 3 clusters Score -140423.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -140425.937500 Penalty: 3466.252930
	Iteration 17Q: 3 clusters Score -140425.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -140429.500000 Penalty: 3466.252930
	Iteration 18Q: 3 clusters Score -140429.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -140429.500000 Penalty: 3466.252930
	Iteration 19F: 3 clusters Score -140429.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Entering Unmasked Estep 
Score: -5095504.000000 Penalty: 2603.716309
	Iteration 0F: 2 clusters Score -5095504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -5070900.500000 Penalty: 5207.432617
	Iteration 0F: 3 clusters Score -5070900 nChanged 16458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -5080092.500000 Penalty: 5207.432617
	Iteration 1F: 3 clusters Score -5080092 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -5080655.000000 Penalty: 5207.432617
	Iteration 2Q: 3 clusters Score -5080655 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -5081114.000000 Penalty: 5207.432617
	Iteration 3Q: 3 clusters Score -5081114 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -5081545.500000 Penalty: 5207.432617
	Iteration 4Q: 3 clusters Score -5081546 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -5081986.500000 Penalty: 5207.432617
	Iteration 5Q: 3 clusters Score -5081986 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -5082447.000000 Penalty: 5207.432617
	Iteration 6Q: 3 clusters Score -5082447 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -5082904.000000 Penalty: 5207.432617
	Iteration 7Q: 3 clusters Score -5082904 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -5083424.000000 Penalty: 5207.432617
	Iteration 8Q: 3 clusters Score -5083424 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -5084033.500000 Penalty: 5207.432617
	Iteration 9Q: 3 clusters Score -5084034 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -5084734.500000 Penalty: 5207.432617
	Iteration 10Q: 3 clusters Score -5084734 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -5085507.500000 Penalty: 5207.432617
	Iteration 11Q: 3 clusters Score -5085508 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -5086424.000000 Penalty: 5207.432617
	Iteration 12Q: 3 clusters Score -5086424 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -5087378.000000 Penalty: 5207.432617
	Iteration 13Q: 3 clusters Score -5087378 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -5088264.000000 Penalty: 5207.432617
	Iteration 14Q: 3 clusters Score -5088264 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -5088846.000000 Penalty: 5207.432617
	Iteration 15Q: 3 clusters Score -5088846 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -5089295.500000 Penalty: 5207.432617
	Iteration 16Q: 3 clusters Score -5089296 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -5089574.500000 Penalty: 5207.432617
	Iteration 17Q: 3 clusters Score -5089574 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -5089800.500000 Penalty: 5207.432617
	Iteration 18Q: 3 clusters Score -5089800 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -5089988.500000 Penalty: 5207.432617
	Iteration 19Q: 3 clusters Score -5089988 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -5090184.500000 Penalty: 5207.432617
	Iteration 20F: 3 clusters Score -5090184 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -5090381.000000 Penalty: 5207.432617
	Iteration 21Q: 3 clusters Score -5090381 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -5090562.000000 Penalty: 5207.432617
	Iteration 22Q: 3 clusters Score -5090562 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -5090761.500000 Penalty: 5207.432617
	Iteration 23Q: 3 clusters Score -5090762 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -5091022.000000 Penalty: 5207.432617
	Iteration 24Q: 3 clusters Score -5091022 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -5091284.000000 Penalty: 5207.432617
	Iteration 25Q: 3 clusters Score -5091284 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -5091544.500000 Penalty: 5207.432617
	Iteration 26Q: 3 clusters Score -5091544 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -5091769.000000 Penalty: 5207.432617
	Iteration 27Q: 3 clusters Score -5091769 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -5092011.500000 Penalty: 5207.432617
	Iteration 28Q: 3 clusters Score -5092012 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -5092242.500000 Penalty: 5207.432617
	Iteration 29Q: 3 clusters Score -5092242 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -5092434.500000 Penalty: 5207.432617
	Iteration 30Q: 3 clusters Score -5092434 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -5092605.500000 Penalty: 5207.432617
	Iteration 31Q: 3 clusters Score -5092606 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5092768.500000 Penalty: 5207.432617
	Iteration 32Q: 3 clusters Score -5092768 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -5092914.500000 Penalty: 5207.432617
	Iteration 33Q: 3 clusters Score -5092914 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5093054.500000 Penalty: 5207.432617
	Iteration 34Q: 3 clusters Score -5093054 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -5093164.000000 Penalty: 5207.432617
	Iteration 35Q: 3 clusters Score -5093164 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5093241.500000 Penalty: 5207.432617
	Iteration 36Q: 3 clusters Score -5093242 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5093319.500000 Penalty: 5207.432617
	Iteration 37Q: 3 clusters Score -5093320 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5093373.000000 Penalty: 5207.432617
	Iteration 38Q: 3 clusters Score -5093373 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5093416.000000 Penalty: 5207.432617
	Iteration 39Q: 3 clusters Score -5093416 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5093464.500000 Penalty: 5207.432617
	Iteration 40F: 3 clusters Score -5093464 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5093493.000000 Penalty: 5207.432617
	Iteration 41Q: 3 clusters Score -5093493 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5093530.000000 Penalty: 5207.432617
	Iteration 42Q: 3 clusters Score -5093530 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5093554.500000 Penalty: 5207.432617
	Iteration 43Q: 3 clusters Score -5093554 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5093574.500000 Penalty: 5207.432617
	Iteration 44Q: 3 clusters Score -5093574 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5093618.000000 Penalty: 5207.432617
	Iteration 45Q: 3 clusters Score -5093618 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5093626.000000 Penalty: 5207.432617
	Iteration 46Q: 3 clusters Score -5093626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5093659.500000 Penalty: 5207.432617
	Iteration 47Q: 3 clusters Score -5093660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -5093673.500000 Penalty: 5207.432617
	Iteration 48Q: 3 clusters Score -5093674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5093685.000000 Penalty: 5207.432617
	Iteration 49Q: 3 clusters Score -5093685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5093707.000000 Penalty: 5207.432617
	Iteration 50Q: 3 clusters Score -5093707 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5093719.500000 Penalty: 5207.432617
	Iteration 51Q: 3 clusters Score -5093720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5093732.000000 Penalty: 5207.432617
	Iteration 52Q: 3 clusters Score -5093732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5093742.000000 Penalty: 5207.432617
	Iteration 53Q: 3 clusters Score -5093742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5093746.500000 Penalty: 5207.432617
	Iteration 54Q: 3 clusters Score -5093746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5093758.500000 Penalty: 5207.432617
	Iteration 55Q: 3 clusters Score -5093758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5093760.000000 Penalty: 5207.432617
	Iteration 56Q: 3 clusters Score -5093760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5093770.500000 Penalty: 5207.432617
	Iteration 57Q: 3 clusters Score -5093770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5093774.500000 Penalty: 5207.432617
	Iteration 58Q: 3 clusters Score -5093774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5093782.500000 Penalty: 5207.432617
	Iteration 59Q: 3 clusters Score -5093782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5093789.000000 Penalty: 5207.432617
	Iteration 60F: 3 clusters Score -5093789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5093807.500000 Penalty: 5207.432617
	Iteration 61Q: 3 clusters Score -5093808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5093801.500000 Penalty: 5207.432617
	Iteration 62Q: 3 clusters Score -5093802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5093809.500000 Penalty: 5207.432617
	Iteration 63Q: 3 clusters Score -5093810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5093814.500000 Penalty: 5207.432617
	Iteration 64Q: 3 clusters Score -5093814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5093814.000000 Penalty: 5207.432617
	Iteration 65Q: 3 clusters Score -5093814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5093816.000000 Penalty: 5207.432617
	Iteration 66Q: 3 clusters Score -5093816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5093826.500000 Penalty: 5207.432617
	Iteration 67Q: 3 clusters Score -5093826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5093826.500000 Penalty: 5207.432617
	Iteration 68Q: 3 clusters Score -5093826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5093825.000000 Penalty: 5207.432617
	Iteration 69Q: 3 clusters Score -5093825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5093822.000000 Penalty: 5207.432617
	Iteration 70Q: 3 clusters Score -5093822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5093824.000000 Penalty: 5207.432617
	Iteration 71Q: 3 clusters Score -5093824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5093828.500000 Penalty: 5207.432617
	Iteration 72Q: 3 clusters Score -5093828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5093831.500000 Penalty: 5207.432617
	Iteration 73Q: 3 clusters Score -5093832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5093832.500000 Penalty: 5207.432617
	Iteration 74Q: 3 clusters Score -5093832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5093831.500000 Penalty: 5207.432617
	Iteration 75Q: 3 clusters Score -5093832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5093836.500000 Penalty: 5207.432617
	Iteration 76Q: 3 clusters Score -5093836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5093837.500000 Penalty: 5207.432617
	Iteration 77Q: 3 clusters Score -5093838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5093840.500000 Penalty: 5207.432617
	Iteration 78Q: 3 clusters Score -5093840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5093836.500000 Penalty: 5207.432617
	Iteration 79Q: 3 clusters Score -5093836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5093832.000000 Penalty: 5207.432617
	Iteration 80F: 3 clusters Score -5093832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5093838.000000 Penalty: 5207.432617
	Iteration 81Q: 3 clusters Score -5093838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5093841.000000 Penalty: 5207.432617
	Iteration 82Q: 3 clusters Score -5093841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5093840.000000 Penalty: 5207.432617
	Iteration 83Q: 3 clusters Score -5093840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5093839.500000 Penalty: 5207.432617
	Iteration 84Q: 3 clusters Score -5093840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5093837.000000 Penalty: 5207.432617
	Iteration 85Q: 3 clusters Score -5093837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5093837.000000 Penalty: 5207.432617
	Iteration 86F: 3 clusters Score -5093837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Entering Unmasked Estep 
Score: -2451874.250000 Penalty: 2430.086914
	Iteration 0F: 2 clusters Score -2451874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2439168.500000 Penalty: 4860.173828
	Iteration 0F: 3 clusters Score -2439168 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2443774.750000 Penalty: 4860.173828
	Iteration 1F: 3 clusters Score -2443775 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2444719.750000 Penalty: 4860.173828
	Iteration 2F: 3 clusters Score -2444720 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2445783.750000 Penalty: 4860.173828
	Iteration 3F: 3 clusters Score -2445784 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2446942.000000 Penalty: 4860.173828
	Iteration 4F: 3 clusters Score -2446942 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2448116.000000 Penalty: 4860.173828
	Iteration 5F: 3 clusters Score -2448116 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2449001.000000 Penalty: 4860.173828
	Iteration 6F: 3 clusters Score -2449001 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2449638.000000 Penalty: 4860.173828
	Iteration 7Q: 3 clusters Score -2449638 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2450152.750000 Penalty: 4860.173828
	Iteration 8Q: 3 clusters Score -2450153 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2450510.000000 Penalty: 4860.173828
	Iteration 9Q: 3 clusters Score -2450510 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2450747.000000 Penalty: 4860.173828
	Iteration 10Q: 3 clusters Score -2450747 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2450919.250000 Penalty: 4860.173828
	Iteration 11Q: 3 clusters Score -2450919 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2451023.250000 Penalty: 4860.173828
	Iteration 12Q: 3 clusters Score -2451023 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2451118.750000 Penalty: 4860.173828
	Iteration 13Q: 3 clusters Score -2451119 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2451191.250000 Penalty: 4860.173828
	Iteration 14Q: 3 clusters Score -2451191 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2451236.250000 Penalty: 4860.173828
	Iteration 15Q: 3 clusters Score -2451236 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2451265.000000 Penalty: 4860.173828
	Iteration 16Q: 3 clusters Score -2451265 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2451296.250000 Penalty: 4860.173828
	Iteration 17Q: 3 clusters Score -2451296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2451313.750000 Penalty: 4860.173828
	Iteration 18Q: 3 clusters Score -2451314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2451330.250000 Penalty: 4860.173828
	Iteration 19Q: 3 clusters Score -2451330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2451347.750000 Penalty: 4860.173828
	Iteration 20F: 3 clusters Score -2451348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2451374.250000 Penalty: 4860.173828
	Iteration 21Q: 3 clusters Score -2451374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2451420.750000 Penalty: 4860.173828
	Iteration 22Q: 3 clusters Score -2451421 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2451438.750000 Penalty: 4860.173828
	Iteration 23Q: 3 clusters Score -2451439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2451447.000000 Penalty: 4860.173828
	Iteration 24Q: 3 clusters Score -2451447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2451443.750000 Penalty: 4860.173828
	Iteration 25Q: 3 clusters Score -2451444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2451446.750000 Penalty: 4860.173828
	Iteration 26Q: 3 clusters Score -2451447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2451446.000000 Penalty: 4860.173828
	Iteration 27Q: 3 clusters Score -2451446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2451447.250000 Penalty: 4860.173828
	Iteration 28Q: 3 clusters Score -2451447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2451445.250000 Penalty: 4860.173828
	Iteration 29Q: 3 clusters Score -2451445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2451445.250000 Penalty: 4860.173828
	Iteration 30F: 3 clusters Score -2451445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (46741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Entering Unmasked Estep 
Score: -6523266.000000 Penalty: 2666.589355
	Iteration 0F: 2 clusters Score -6523266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -6491680.000000 Penalty: 5333.178711
	Iteration 0F: 3 clusters Score -6491680 nChanged 21557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -6503533.000000 Penalty: 5333.178711
	Iteration 1F: 3 clusters Score -6503533 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -6504036.500000 Penalty: 5333.178711
	Iteration 2Q: 3 clusters Score -6504036 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -6504525.500000 Penalty: 5333.178711
	Iteration 3Q: 3 clusters Score -6504526 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -6505066.500000 Penalty: 5333.178711
	Iteration 4Q: 3 clusters Score -6505066 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -6505489.500000 Penalty: 5333.178711
	Iteration 5Q: 3 clusters Score -6505490 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -6506154.000000 Penalty: 5333.178711
	Iteration 6Q: 3 clusters Score -6506154 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -6507007.000000 Penalty: 5333.178711
	Iteration 7Q: 3 clusters Score -6507007 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -6508120.000000 Penalty: 5333.178711
	Iteration 8Q: 3 clusters Score -6508120 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -6509551.000000 Penalty: 5333.178711
	Iteration 9F: 3 clusters Score -6509551 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -6511346.500000 Penalty: 5333.178711
	Iteration 10F: 3 clusters Score -6511346 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -6513151.000000 Penalty: 5333.178711
	Iteration 11F: 3 clusters Score -6513151 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -6514558.000000 Penalty: 5333.178711
	Iteration 12Q: 3 clusters Score -6514558 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -6515425.000000 Penalty: 5333.178711
	Iteration 13Q: 3 clusters Score -6515425 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -6515945.000000 Penalty: 5333.178711
	Iteration 14Q: 3 clusters Score -6515945 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -6516327.000000 Penalty: 5333.178711
	Iteration 15Q: 3 clusters Score -6516327 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -6516706.000000 Penalty: 5333.178711
	Iteration 16Q: 3 clusters Score -6516706 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -6517030.500000 Penalty: 5333.178711
	Iteration 17Q: 3 clusters Score -6517030 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -6517395.000000 Penalty: 5333.178711
	Iteration 18Q: 3 clusters Score -6517395 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -6517744.500000 Penalty: 5333.178711
	Iteration 19Q: 3 clusters Score -6517744 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -6518029.500000 Penalty: 5333.178711
	Iteration 20F: 3 clusters Score -6518030 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -6518299.000000 Penalty: 5333.178711
	Iteration 21Q: 3 clusters Score -6518299 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -6518528.500000 Penalty: 5333.178711
	Iteration 22Q: 3 clusters Score -6518528 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -6518804.000000 Penalty: 5333.178711
	Iteration 23Q: 3 clusters Score -6518804 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -6519017.500000 Penalty: 5333.178711
	Iteration 24Q: 3 clusters Score -6519018 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -6519160.500000 Penalty: 5333.178711
	Iteration 25Q: 3 clusters Score -6519160 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -6519307.000000 Penalty: 5333.178711
	Iteration 26Q: 3 clusters Score -6519307 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -6519396.000000 Penalty: 5333.178711
	Iteration 27Q: 3 clusters Score -6519396 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -6519465.000000 Penalty: 5333.178711
	Iteration 28Q: 3 clusters Score -6519465 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -6519535.000000 Penalty: 5333.178711
	Iteration 29Q: 3 clusters Score -6519535 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -6519611.500000 Penalty: 5333.178711
	Iteration 30Q: 3 clusters Score -6519612 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -6519683.500000 Penalty: 5333.178711
	Iteration 31Q: 3 clusters Score -6519684 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -6519743.500000 Penalty: 5333.178711
	Iteration 32Q: 3 clusters Score -6519744 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -6519781.500000 Penalty: 5333.178711
	Iteration 33Q: 3 clusters Score -6519782 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -6519822.500000 Penalty: 5333.178711
	Iteration 34Q: 3 clusters Score -6519822 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -6519863.500000 Penalty: 5333.178711
	Iteration 35Q: 3 clusters Score -6519864 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -6519943.500000 Penalty: 5333.178711
	Iteration 36Q: 3 clusters Score -6519944 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -6519977.000000 Penalty: 5333.178711
	Iteration 37Q: 3 clusters Score -6519977 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -6520021.000000 Penalty: 5333.178711
	Iteration 38Q: 3 clusters Score -6520021 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -6520047.000000 Penalty: 5333.178711
	Iteration 39Q: 3 clusters Score -6520047 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -6520072.500000 Penalty: 5333.178711
	Iteration 40F: 3 clusters Score -6520072 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -6520107.500000 Penalty: 5333.178711
	Iteration 41Q: 3 clusters Score -6520108 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -6520099.500000 Penalty: 5333.178711
	Iteration 42Q: 3 clusters Score -6520100 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -6520132.500000 Penalty: 5333.178711
	Iteration 43Q: 3 clusters Score -6520132 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -6520169.000000 Penalty: 5333.178711
	Iteration 44Q: 3 clusters Score -6520169 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -6520210.000000 Penalty: 5333.178711
	Iteration 45Q: 3 clusters Score -6520210 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -6520233.000000 Penalty: 5333.178711
	Iteration 46Q: 3 clusters Score -6520233 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -6520260.500000 Penalty: 5333.178711
	Iteration 47Q: 3 clusters Score -6520260 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -6520302.500000 Penalty: 5333.178711
	Iteration 48Q: 3 clusters Score -6520302 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -6520314.500000 Penalty: 5333.178711
	Iteration 49Q: 3 clusters Score -6520314 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -6520361.500000 Penalty: 5333.178711
	Iteration 50Q: 3 clusters Score -6520362 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -6520385.500000 Penalty: 5333.178711
	Iteration 51Q: 3 clusters Score -6520386 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -6520415.000000 Penalty: 5333.178711
	Iteration 52Q: 3 clusters Score -6520415 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -6520460.000000 Penalty: 5333.178711
	Iteration 53Q: 3 clusters Score -6520460 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -6520493.500000 Penalty: 5333.178711
	Iteration 54Q: 3 clusters Score -6520494 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -6520510.000000 Penalty: 5333.178711
	Iteration 55Q: 3 clusters Score -6520510 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -6520528.500000 Penalty: 5333.178711
	Iteration 56Q: 3 clusters Score -6520528 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -6520536.000000 Penalty: 5333.178711
	Iteration 57Q: 3 clusters Score -6520536 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -6520551.500000 Penalty: 5333.178711
	Iteration 58Q: 3 clusters Score -6520552 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -6520542.500000 Penalty: 5333.178711
	Iteration 59Q: 3 clusters Score -6520542 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -6520545.500000 Penalty: 5333.178711
	Iteration 60F: 3 clusters Score -6520546 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -6520569.500000 Penalty: 5333.178711
	Iteration 61Q: 3 clusters Score -6520570 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -6520562.000000 Penalty: 5333.178711
	Iteration 62Q: 3 clusters Score -6520562 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -6520554.500000 Penalty: 5333.178711
	Iteration 63Q: 3 clusters Score -6520554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -6520570.500000 Penalty: 5333.178711
	Iteration 64Q: 3 clusters Score -6520570 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -6520576.500000 Penalty: 5333.178711
	Iteration 65Q: 3 clusters Score -6520576 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -6520592.500000 Penalty: 5333.178711
	Iteration 66Q: 3 clusters Score -6520592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -6520592.500000 Penalty: 5333.178711
	Iteration 67Q: 3 clusters Score -6520592 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -6520601.500000 Penalty: 5333.178711
	Iteration 68Q: 3 clusters Score -6520602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -6520600.000000 Penalty: 5333.178711
	Iteration 69Q: 3 clusters Score -6520600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -6520596.500000 Penalty: 5333.178711
	Iteration 70Q: 3 clusters Score -6520596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -6520610.500000 Penalty: 5333.178711
	Iteration 71Q: 3 clusters Score -6520610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -6520626.500000 Penalty: 5333.178711
	Iteration 72Q: 3 clusters Score -6520626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -6520634.000000 Penalty: 5333.178711
	Iteration 73Q: 3 clusters Score -6520634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -6520647.500000 Penalty: 5333.178711
	Iteration 74Q: 3 clusters Score -6520648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -6520638.000000 Penalty: 5333.178711
	Iteration 75Q: 3 clusters Score -6520638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -6520643.500000 Penalty: 5333.178711
	Iteration 76Q: 3 clusters Score -6520644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -6520646.000000 Penalty: 5333.178711
	Iteration 77Q: 3 clusters Score -6520646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -6520640.000000 Penalty: 5333.178711
	Iteration 78Q: 3 clusters Score -6520640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -6520648.000000 Penalty: 5333.178711
	Iteration 79Q: 3 clusters Score -6520648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -6520669.500000 Penalty: 5333.178711
	Iteration 80F: 3 clusters Score -6520670 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -6520673.000000 Penalty: 5333.178711
	Iteration 81Q: 3 clusters Score -6520673 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -6520684.000000 Penalty: 5333.178711
	Iteration 82Q: 3 clusters Score -6520684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -6520689.000000 Penalty: 5333.178711
	Iteration 83Q: 3 clusters Score -6520689 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -6520702.000000 Penalty: 5333.178711
	Iteration 84Q: 3 clusters Score -6520702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -6520700.000000 Penalty: 5333.178711
	Iteration 85Q: 3 clusters Score -6520700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -6520708.500000 Penalty: 5333.178711
	Iteration 86Q: 3 clusters Score -6520708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -6520714.500000 Penalty: 5333.178711
	Iteration 87Q: 3 clusters Score -6520714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -6520731.500000 Penalty: 5333.178711
	Iteration 88Q: 3 clusters Score -6520732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -6520723.500000 Penalty: 5333.178711
	Iteration 89Q: 3 clusters Score -6520724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -6520739.000000 Penalty: 5333.178711
	Iteration 90Q: 3 clusters Score -6520739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -6520750.000000 Penalty: 5333.178711
	Iteration 91Q: 3 clusters Score -6520750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -6520743.500000 Penalty: 5333.178711
	Iteration 92Q: 3 clusters Score -6520744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -6520743.500000 Penalty: 5333.178711
	Iteration 93Q: 3 clusters Score -6520744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -6520750.000000 Penalty: 5333.178711
	Iteration 94Q: 3 clusters Score -6520750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -6520747.500000 Penalty: 5333.178711
	Iteration 95Q: 3 clusters Score -6520748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -6520751.000000 Penalty: 5333.178711
	Iteration 96Q: 3 clusters Score -6520751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -6520748.000000 Penalty: 5333.178711
	Iteration 97Q: 3 clusters Score -6520748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -6520745.500000 Penalty: 5333.178711
	Iteration 98Q: 3 clusters Score -6520746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -6520749.000000 Penalty: 5333.178711
	Iteration 99Q: 3 clusters Score -6520749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -6520751.500000 Penalty: 5333.178711
	Iteration 100F: 3 clusters Score -6520752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -6520752.500000 Penalty: 5333.178711
	Iteration 101Q: 3 clusters Score -6520752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -6520748.500000 Penalty: 5333.178711
	Iteration 102Q: 3 clusters Score -6520748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -6520748.000000 Penalty: 5333.178711
	Iteration 103Q: 3 clusters Score -6520748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -6520749.000000 Penalty: 5333.178711
	Iteration 104Q: 3 clusters Score -6520749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -6520753.000000 Penalty: 5333.178711
	Iteration 105Q: 3 clusters Score -6520753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -6520757.500000 Penalty: 5333.178711
	Iteration 106Q: 3 clusters Score -6520758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -6520754.000000 Penalty: 5333.178711
	Iteration 107Q: 3 clusters Score -6520754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -6520763.500000 Penalty: 5333.178711
	Iteration 108Q: 3 clusters Score -6520764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -6520761.500000 Penalty: 5333.178711
	Iteration 109Q: 3 clusters Score -6520762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -6520768.000000 Penalty: 5333.178711
	Iteration 110Q: 3 clusters Score -6520768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -6520780.500000 Penalty: 5333.178711
	Iteration 111Q: 3 clusters Score -6520780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -6520776.000000 Penalty: 5333.178711
	Iteration 112Q: 3 clusters Score -6520776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -6520782.000000 Penalty: 5333.178711
	Iteration 113Q: 3 clusters Score -6520782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -6520782.500000 Penalty: 5333.178711
	Iteration 114Q: 3 clusters Score -6520782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -6520787.500000 Penalty: 5333.178711
	Iteration 115Q: 3 clusters Score -6520788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -6520787.500000 Penalty: 5333.178711
	Iteration 116F: 3 clusters Score -6520788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (134516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134516 members 
Entering Unmasked Estep 
Score: -18733442.000000 Penalty: 2928.740723
	Iteration 0F: 2 clusters Score -1.873344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67487 members 
Mstep: Class 2 contains 67029 members 
Entering Unmasked Estep 
Score: -18646052.000000 Penalty: 5857.481445
	Iteration 0F: 3 clusters Score -1.864605e+07 nChanged 63956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69367 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -18683790.000000 Penalty: 5857.481445
	Iteration 1F: 3 clusters Score -1.868379e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70601 members 
Mstep: Class 2 contains 63915 members 
Entering Unmasked Estep 
Score: -18685544.000000 Penalty: 5857.481445
	Iteration 2Q: 3 clusters Score -1.868554e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72313 members 
Mstep: Class 2 contains 62203 members 
Entering Unmasked Estep 
Score: -18688336.000000 Penalty: 5857.481445
	Iteration 3Q: 3 clusters Score -1.868834e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74498 members 
Mstep: Class 2 contains 60018 members 
Entering Unmasked Estep 
Score: -18691834.000000 Penalty: 5857.481445
	Iteration 4Q: 3 clusters Score -1.869183e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77094 members 
Mstep: Class 2 contains 57422 members 
Entering Unmasked Estep 
Score: -18696592.000000 Penalty: 5857.481445
	Iteration 5F: 3 clusters Score -1.869659e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79760 members 
Mstep: Class 2 contains 54756 members 
Entering Unmasked Estep 
Score: -18702022.000000 Penalty: 5857.481445
	Iteration 6F: 3 clusters Score -1.870202e+07 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -18707948.000000 Penalty: 5857.481445
	Iteration 7F: 3 clusters Score -1.870795e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83269 members 
Mstep: Class 2 contains 51247 members 
Entering Unmasked Estep 
Score: -18713346.000000 Penalty: 5857.481445
	Iteration 8F: 3 clusters Score -1.871335e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84019 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -18717206.000000 Penalty: 5857.481445
	Iteration 9F: 3 clusters Score -1.871721e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84297 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -18719250.000000 Penalty: 5857.481445
	Iteration 10Q: 3 clusters Score -1.871925e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84424 members 
Mstep: Class 2 contains 50092 members 
Entering Unmasked Estep 
Score: -18720444.000000 Penalty: 5857.481445
	Iteration 11Q: 3 clusters Score -1.872044e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84423 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -18721434.000000 Penalty: 5857.481445
	Iteration 12Q: 3 clusters Score -1.872143e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84327 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -18722480.000000 Penalty: 5857.481445
	Iteration 13Q: 3 clusters Score -1.872248e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84025 members 
Mstep: Class 2 contains 50491 members 
Entering Unmasked Estep 
Score: -18723520.000000 Penalty: 5857.481445
	Iteration 14Q: 3 clusters Score -1.872352e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83655 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -18724720.000000 Penalty: 5857.481445
	Iteration 15Q: 3 clusters Score -1.872472e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83045 members 
Mstep: Class 2 contains 51471 members 
Entering Unmasked Estep 
Score: -18725986.000000 Penalty: 5857.481445
	Iteration 16Q: 3 clusters Score -1.872599e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82221 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -18727490.000000 Penalty: 5857.481445
	Iteration 17Q: 3 clusters Score -1.872749e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81347 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -18729210.000000 Penalty: 5857.481445
	Iteration 18Q: 3 clusters Score -1.872921e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80590 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -18730800.000000 Penalty: 5857.481445
	Iteration 19Q: 3 clusters Score -1.87308e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79971 members 
Mstep: Class 2 contains 54545 members 
Entering Unmasked Estep 
Score: -18732432.000000 Penalty: 5857.481445
	Iteration 20F: 3 clusters Score -1.873243e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79468 members 
Mstep: Class 2 contains 55048 members 
Entering Unmasked Estep 
Score: -18733636.000000 Penalty: 5857.481445
	Iteration 21Q: 3 clusters Score -1.873364e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79249 members 
Mstep: Class 2 contains 55267 members 
Entering Unmasked Estep 
Score: -18734392.000000 Penalty: 5857.481445
	Iteration 22Q: 3 clusters Score -1.873439e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79182 members 
Mstep: Class 2 contains 55334 members 
Entering Unmasked Estep 
Score: -18734948.000000 Penalty: 5857.481445
	Iteration 23Q: 3 clusters Score -1.873495e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79199 members 
Mstep: Class 2 contains 55317 members 
Entering Unmasked Estep 
Score: -18735236.000000 Penalty: 5857.481445
	Iteration 24Q: 3 clusters Score -1.873524e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79359 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -18735362.000000 Penalty: 5857.481445
	Iteration 25Q: 3 clusters Score -1.873536e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79545 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -18735468.000000 Penalty: 5857.481445
	Iteration 26Q: 3 clusters Score -1.873547e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79727 members 
Mstep: Class 2 contains 54789 members 
Entering Unmasked Estep 
Score: -18735560.000000 Penalty: 5857.481445
	Iteration 27Q: 3 clusters Score -1.873556e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79919 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -18735612.000000 Penalty: 5857.481445
	Iteration 28Q: 3 clusters Score -1.873561e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80121 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -18735626.000000 Penalty: 5857.481445
	Iteration 29Q: 3 clusters Score -1.873563e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80316 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -18735658.000000 Penalty: 5857.481445
	Iteration 30Q: 3 clusters Score -1.873566e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80501 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -18735670.000000 Penalty: 5857.481445
	Iteration 31Q: 3 clusters Score -1.873567e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80674 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -18735712.000000 Penalty: 5857.481445
	Iteration 32Q: 3 clusters Score -1.873571e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80826 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -18735654.000000 Penalty: 5857.481445
	Iteration 33Q: 3 clusters Score -1.873565e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80967 members 
Mstep: Class 2 contains 53549 members 
Entering Unmasked Estep 
Score: -18735652.000000 Penalty: 5857.481445
	Iteration 34Q: 3 clusters Score -1.873565e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81087 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -18735672.000000 Penalty: 5857.481445
	Iteration 35Q: 3 clusters Score -1.873567e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81175 members 
Mstep: Class 2 contains 53341 members 
Entering Unmasked Estep 
Score: -18735672.000000 Penalty: 5857.481445
	Iteration 36Q: 3 clusters Score -1.873567e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81256 members 
Mstep: Class 2 contains 53260 members 
Entering Unmasked Estep 
Score: -18735682.000000 Penalty: 5857.481445
	Iteration 37Q: 3 clusters Score -1.873568e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81325 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -18735696.000000 Penalty: 5857.481445
	Iteration 38Q: 3 clusters Score -1.87357e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81387 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -18735702.000000 Penalty: 5857.481445
	Iteration 39Q: 3 clusters Score -1.87357e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81443 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -18735688.000000 Penalty: 5857.481445
	Iteration 40F: 3 clusters Score -1.873569e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81491 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -18735690.000000 Penalty: 5857.481445
	Iteration 41Q: 3 clusters Score -1.873569e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81523 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -18735700.000000 Penalty: 5857.481445
	Iteration 42Q: 3 clusters Score -1.87357e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81562 members 
Mstep: Class 2 contains 52954 members 
Entering Unmasked Estep 
Score: -18735676.000000 Penalty: 5857.481445
	Iteration 43Q: 3 clusters Score -1.873568e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81601 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -18735682.000000 Penalty: 5857.481445
	Iteration 44Q: 3 clusters Score -1.873568e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81638 members 
Mstep: Class 2 contains 52878 members 
Entering Unmasked Estep 
Score: -18735678.000000 Penalty: 5857.481445
	Iteration 45Q: 3 clusters Score -1.873568e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81667 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -18735678.000000 Penalty: 5857.481445
	Iteration 46Q: 3 clusters Score -1.873568e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81680 members 
Mstep: Class 2 contains 52836 members 
Entering Unmasked Estep 
Score: -18735672.000000 Penalty: 5857.481445
	Iteration 47Q: 3 clusters Score -1.873567e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81698 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -18735664.000000 Penalty: 5857.481445
	Iteration 48Q: 3 clusters Score -1.873566e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81713 members 
Mstep: Class 2 contains 52803 members 
Entering Unmasked Estep 
Score: -18735634.000000 Penalty: 5857.481445
	Iteration 49Q: 3 clusters Score -1.873563e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81731 members 
Mstep: Class 2 contains 52785 members 
Entering Unmasked Estep 
Score: -18735638.000000 Penalty: 5857.481445
	Iteration 50Q: 3 clusters Score -1.873564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81740 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -18735636.000000 Penalty: 5857.481445
	Iteration 51Q: 3 clusters Score -1.873564e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81751 members 
Mstep: Class 2 contains 52765 members 
Entering Unmasked Estep 
Score: -18735648.000000 Penalty: 5857.481445
	Iteration 52Q: 3 clusters Score -1.873565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81761 members 
Mstep: Class 2 contains 52755 members 
Entering Unmasked Estep 
Score: -18735638.000000 Penalty: 5857.481445
	Iteration 53Q: 3 clusters Score -1.873564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81770 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
Score: -18735636.000000 Penalty: 5857.481445
	Iteration 54Q: 3 clusters Score -1.873564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81782 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -18735622.000000 Penalty: 5857.481445
	Iteration 55Q: 3 clusters Score -1.873562e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81796 members 
Mstep: Class 2 contains 52720 members 
Entering Unmasked Estep 
Score: -18735626.000000 Penalty: 5857.481445
	Iteration 56Q: 3 clusters Score -1.873563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81804 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -18735622.000000 Penalty: 5857.481445
	Iteration 57Q: 3 clusters Score -1.873562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81814 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -18735638.000000 Penalty: 5857.481445
	Iteration 58Q: 3 clusters Score -1.873564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81822 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -18735650.000000 Penalty: 5857.481445
	Iteration 59Q: 3 clusters Score -1.873565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81830 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -18735646.000000 Penalty: 5857.481445
	Iteration 60F: 3 clusters Score -1.873565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81834 members 
Mstep: Class 2 contains 52682 members 
Entering Unmasked Estep 
Score: -18735652.000000 Penalty: 5857.481445
	Iteration 61Q: 3 clusters Score -1.873565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81837 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -18735638.000000 Penalty: 5857.481445
	Iteration 62Q: 3 clusters Score -1.873564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81840 members 
Mstep: Class 2 contains 52676 members 
Entering Unmasked Estep 
Score: -18735642.000000 Penalty: 5857.481445
	Iteration 63Q: 3 clusters Score -1.873564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81849 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -18735640.000000 Penalty: 5857.481445
	Iteration 64Q: 3 clusters Score -1.873564e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81860 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -18735632.000000 Penalty: 5857.481445
	Iteration 65Q: 3 clusters Score -1.873563e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81877 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -18735656.000000 Penalty: 5857.481445
	Iteration 66Q: 3 clusters Score -1.873566e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 52618 members 
Entering Unmasked Estep 
Score: -18735650.000000 Penalty: 5857.481445
	Iteration 67Q: 3 clusters Score -1.873565e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81919 members 
Mstep: Class 2 contains 52597 members 
Entering Unmasked Estep 
Score: -18735662.000000 Penalty: 5857.481445
	Iteration 68Q: 3 clusters Score -1.873566e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81936 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -18735668.000000 Penalty: 5857.481445
	Iteration 69Q: 3 clusters Score -1.873567e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81954 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -18735642.000000 Penalty: 5857.481445
	Iteration 70Q: 3 clusters Score -1.873564e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81965 members 
Mstep: Class 2 contains 52551 members 
Entering Unmasked Estep 
Score: -18735634.000000 Penalty: 5857.481445
	Iteration 71Q: 3 clusters Score -1.873563e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81974 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -18735650.000000 Penalty: 5857.481445
	Iteration 72Q: 3 clusters Score -1.873565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81984 members 
Mstep: Class 2 contains 52532 members 
Entering Unmasked Estep 
Score: -18735648.000000 Penalty: 5857.481445
	Iteration 73Q: 3 clusters Score -1.873565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81990 members 
Mstep: Class 2 contains 52526 members 
Entering Unmasked Estep 
Score: -18735644.000000 Penalty: 5857.481445
	Iteration 74Q: 3 clusters Score -1.873564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81997 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -18735640.000000 Penalty: 5857.481445
	Iteration 75Q: 3 clusters Score -1.873564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82005 members 
Mstep: Class 2 contains 52511 members 
Entering Unmasked Estep 
Score: -18735634.000000 Penalty: 5857.481445
	Iteration 76Q: 3 clusters Score -1.873563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82008 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -18735632.000000 Penalty: 5857.481445
	Iteration 77Q: 3 clusters Score -1.873563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82008 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -18735632.000000 Penalty: 5857.481445
	Iteration 78F: 3 clusters Score -1.873563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55572 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23306 members 
Mstep: Class 4 contains 14401 members 
Mstep: Class 5 contains 49787 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 201051 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7247 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 10960 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9114 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136652 members 
Mstep: Class 19 contains 149541 members 
Mstep: Class 20 contains 30394 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36274 members 
Mstep: Class 23 contains 18011 members 
Mstep: Class 24 contains 46741 members 
Mstep: Class 25 contains 82008 members 
Mstep: Class 26 contains 45293 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 1039 members 
Mstep: Class 29 contains 52508 members 
Entering Unmasked Estep 
Score: -142945840.000000 Penalty: 99736.046875
Splitting cluster 25 changes total score from -142943568.000000 to -142945840.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 26 (45293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Entering Unmasked Estep 
Score: -6138181.000000 Penalty: 2658.785156
	Iteration 0F: 2 clusters Score -6138181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -6107604.000000 Penalty: 5317.570312
	Iteration 0F: 3 clusters Score -6107604 nChanged 20791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -6119096.500000 Penalty: 5317.570312
	Iteration 1F: 3 clusters Score -6119096 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -6119604.000000 Penalty: 5317.570312
	Iteration 2Q: 3 clusters Score -6119604 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -6120106.000000 Penalty: 5317.570312
	Iteration 3Q: 3 clusters Score -6120106 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -6120685.500000 Penalty: 5317.570312
	Iteration 4Q: 3 clusters Score -6120686 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -6121477.000000 Penalty: 5317.570312
	Iteration 5Q: 3 clusters Score -6121477 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -6122675.500000 Penalty: 5317.570312
	Iteration 6Q: 3 clusters Score -6122676 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -6124504.500000 Penalty: 5317.570312
	Iteration 7F: 3 clusters Score -6124504 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -6126979.000000 Penalty: 5317.570312
	Iteration 8F: 3 clusters Score -6126979 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -6129529.000000 Penalty: 5317.570312
	Iteration 9F: 3 clusters Score -6129529 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -6131764.000000 Penalty: 5317.570312
	Iteration 10F: 3 clusters Score -6131764 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -6133455.500000 Penalty: 5317.570312
	Iteration 11Q: 3 clusters Score -6133456 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -6134514.000000 Penalty: 5317.570312
	Iteration 12Q: 3 clusters Score -6134514 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6135137.000000 Penalty: 5317.570312
	Iteration 13Q: 3 clusters Score -6135137 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6135434.000000 Penalty: 5317.570312
	Iteration 14Q: 3 clusters Score -6135434 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6135595.500000 Penalty: 5317.570312
	Iteration 15Q: 3 clusters Score -6135596 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6135714.500000 Penalty: 5317.570312
	Iteration 16Q: 3 clusters Score -6135714 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6135790.000000 Penalty: 5317.570312
	Iteration 17Q: 3 clusters Score -6135790 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6135845.500000 Penalty: 5317.570312
	Iteration 18Q: 3 clusters Score -6135846 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6135883.500000 Penalty: 5317.570312
	Iteration 19Q: 3 clusters Score -6135884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -6135921.000000 Penalty: 5317.570312
	Iteration 20F: 3 clusters Score -6135921 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6135933.500000 Penalty: 5317.570312
	Iteration 21Q: 3 clusters Score -6135934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6135932.000000 Penalty: 5317.570312
	Iteration 22Q: 3 clusters Score -6135932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6135949.000000 Penalty: 5317.570312
	Iteration 23Q: 3 clusters Score -6135949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6135961.500000 Penalty: 5317.570312
	Iteration 24Q: 3 clusters Score -6135962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6135976.000000 Penalty: 5317.570312
	Iteration 25Q: 3 clusters Score -6135976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6135984.000000 Penalty: 5317.570312
	Iteration 26Q: 3 clusters Score -6135984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6135988.000000 Penalty: 5317.570312
	Iteration 27Q: 3 clusters Score -6135988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6135994.500000 Penalty: 5317.570312
	Iteration 28Q: 3 clusters Score -6135994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6135997.000000 Penalty: 5317.570312
	Iteration 29Q: 3 clusters Score -6135997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6136000.000000 Penalty: 5317.570312
	Iteration 30Q: 3 clusters Score -6136000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6136008.000000 Penalty: 5317.570312
	Iteration 31Q: 3 clusters Score -6136008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6136004.500000 Penalty: 5317.570312
	Iteration 32Q: 3 clusters Score -6136004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6136013.000000 Penalty: 5317.570312
	Iteration 33Q: 3 clusters Score -6136013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6136016.000000 Penalty: 5317.570312
	Iteration 34Q: 3 clusters Score -6136016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6136011.000000 Penalty: 5317.570312
	Iteration 35Q: 3 clusters Score -6136011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6136016.500000 Penalty: 5317.570312
	Iteration 36Q: 3 clusters Score -6136016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6136015.000000 Penalty: 5317.570312
	Iteration 37Q: 3 clusters Score -6136015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6136008.000000 Penalty: 5317.570312
	Iteration 38Q: 3 clusters Score -6136008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6136016.500000 Penalty: 5317.570312
	Iteration 39Q: 3 clusters Score -6136016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6136010.000000 Penalty: 5317.570312
	Iteration 40F: 3 clusters Score -6136010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6136015.000000 Penalty: 5317.570312
	Iteration 41Q: 3 clusters Score -6136015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6136015.500000 Penalty: 5317.570312
	Iteration 42Q: 3 clusters Score -6136016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6136014.000000 Penalty: 5317.570312
	Iteration 43Q: 3 clusters Score -6136014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6136010.000000 Penalty: 5317.570312
	Iteration 44Q: 3 clusters Score -6136010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6136019.000000 Penalty: 5317.570312
	Iteration 45Q: 3 clusters Score -6136019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6136028.500000 Penalty: 5317.570312
	Iteration 46Q: 3 clusters Score -6136028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6136033.500000 Penalty: 5317.570312
	Iteration 47Q: 3 clusters Score -6136034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6136031.000000 Penalty: 5317.570312
	Iteration 48Q: 3 clusters Score -6136031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6136033.000000 Penalty: 5317.570312
	Iteration 49Q: 3 clusters Score -6136033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6136033.000000 Penalty: 5317.570312
	Iteration 50F: 3 clusters Score -6136033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -93831.609375 Penalty: 1643.425903
	Iteration 0F: 2 clusters Score -93831.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -92119.953125 Penalty: 3286.851807
	Iteration 0F: 3 clusters Score -92119.95 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -92432.367188 Penalty: 3286.851807
	Iteration 1F: 3 clusters Score -92432.37 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -92590.609375 Penalty: 3286.851807
	Iteration 2F: 3 clusters Score -92590.61 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -92775.335938 Penalty: 3286.851807
	Iteration 3F: 3 clusters Score -92775.34 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -93004.890625 Penalty: 3286.851807
	Iteration 4F: 3 clusters Score -93004.89 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -93345.203125 Penalty: 3286.851807
	Iteration 5F: 3 clusters Score -93345.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -93471.226562 Penalty: 3286.851807
	Iteration 6Q: 3 clusters Score -93471.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -93542.984375 Penalty: 3286.851807
	Iteration 7Q: 3 clusters Score -93542.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -93600.671875 Penalty: 3286.851807
	Iteration 8Q: 3 clusters Score -93600.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -93614.281250 Penalty: 3286.851807
	Iteration 9Q: 3 clusters Score -93614.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -93620.601562 Penalty: 3286.851807
	Iteration 10Q: 3 clusters Score -93620.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -93627.601562 Penalty: 3286.851807
	Iteration 11Q: 3 clusters Score -93627.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -93645.937500 Penalty: 3286.851807
	Iteration 12Q: 3 clusters Score -93645.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -93672.546875 Penalty: 3286.851807
	Iteration 13Q: 3 clusters Score -93672.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -93692.335938 Penalty: 3286.851807
	Iteration 14Q: 3 clusters Score -93692.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -93692.335938 Penalty: 3286.851807
	Iteration 15F: 3 clusters Score -93692.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Entering Unmasked Estep 
Score: -132407.578125 Penalty: 1722.611450
	Iteration 0F: 2 clusters Score -132407.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -130444.531250 Penalty: 3445.222900
	Iteration 0F: 3 clusters Score -130444.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -130826.296875 Penalty: 3445.222900
	Iteration 1F: 3 clusters Score -130826.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -131033.609375 Penalty: 3445.222900
	Iteration 2F: 3 clusters Score -131033.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -131203.734375 Penalty: 3445.222900
	Iteration 3F: 3 clusters Score -131203.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -131424.703125 Penalty: 3445.222900
	Iteration 4Q: 3 clusters Score -131424.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -131650.265625 Penalty: 3445.222900
	Iteration 5Q: 3 clusters Score -131650.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -131859.265625 Penalty: 3445.222900
	Iteration 6Q: 3 clusters Score -131859.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -132018.937500 Penalty: 3445.222900
	Iteration 7F: 3 clusters Score -132018.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -132119.406250 Penalty: 3445.222900
	Iteration 8Q: 3 clusters Score -132119.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -132217.500000 Penalty: 3445.222900
	Iteration 9Q: 3 clusters Score -132217.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -132305.609375 Penalty: 3445.222900
	Iteration 10Q: 3 clusters Score -132305.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -132444.421875 Penalty: 3445.222900
	Iteration 11Q: 3 clusters Score -132444.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -132537.609375 Penalty: 3445.222900
	Iteration 12Q: 3 clusters Score -132537.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -132606.500000 Penalty: 3445.222900
	Iteration 13Q: 3 clusters Score -132606.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -132745.453125 Penalty: 3445.222900
	Iteration 14Q: 3 clusters Score -132745.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -132848.406250 Penalty: 3445.222900
	Iteration 15Q: 3 clusters Score -132848.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -132904.343750 Penalty: 3445.222900
	Iteration 16Q: 3 clusters Score -132904.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -132958.359375 Penalty: 3445.222900
	Iteration 17Q: 3 clusters Score -132958.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -133017.328125 Penalty: 3445.222900
	Iteration 18Q: 3 clusters Score -133017.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -133103.171875 Penalty: 3445.222900
	Iteration 19Q: 3 clusters Score -133103.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -133195.703125 Penalty: 3445.222900
	Iteration 20F: 3 clusters Score -133195.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -133306.015625 Penalty: 3445.222900
	Iteration 21Q: 3 clusters Score -133306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -133340.656250 Penalty: 3445.222900
	Iteration 22Q: 3 clusters Score -133340.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -133340.656250 Penalty: 3445.222900
	Iteration 23F: 3 clusters Score -133340.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55572 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23306 members 
Mstep: Class 4 contains 14401 members 
Mstep: Class 5 contains 49787 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 201051 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7247 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 10960 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9114 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136652 members 
Mstep: Class 19 contains 149541 members 
Mstep: Class 20 contains 30394 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36274 members 
Mstep: Class 23 contains 18011 members 
Mstep: Class 24 contains 46741 members 
Mstep: Class 25 contains 82008 members 
Mstep: Class 26 contains 45293 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 52508 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
Score: -142945184.000000 Penalty: 103175.226562
Splitting cluster 28 changes total score from -142943568.000000 to -142945184.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55572 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23306 members 
Mstep: Class 4 contains 14401 members 
Mstep: Class 5 contains 49787 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 201051 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7247 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 10960 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 9114 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 136652 members 
Mstep: Class 19 contains 149541 members 
Mstep: Class 20 contains 30394 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 36274 members 
Mstep: Class 23 contains 18011 members 
Mstep: Class 24 contains 46741 members 
Mstep: Class 25 contains 82008 members 
Mstep: Class 26 contains 45293 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142951152.000000 Penalty: 103175.226562
Iteration 319Q: 31 clusters Score -1.429512e+08 nChanged 13891
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55840 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23460 members 
Mstep: Class 4 contains 14410 members 
Mstep: Class 5 contains 49789 members 
Mstep: Class 6 contains 4236 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 203416 members 
Mstep: Class 9 contains 5250 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 7259 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 11003 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 8790 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 137694 members 
Mstep: Class 19 contains 151921 members 
Mstep: Class 20 contains 30618 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 36489 members 
Mstep: Class 23 contains 18032 members 
Mstep: Class 24 contains 46902 members 
Mstep: Class 25 contains 79665 members 
Mstep: Class 26 contains 45296 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48258 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954624.000000 Penalty: 103175.226562
Iteration 320F: 31 clusters Score -1.429546e+08 nChanged 11503
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 23410 members 
Mstep: Class 4 contains 14412 members 
Mstep: Class 5 contains 49789 members 
Mstep: Class 6 contains 4113 members 
Mstep: Class 7 contains 15573 members 
Mstep: Class 8 contains 203651 members 
Mstep: Class 9 contains 5200 members 
Mstep: Class 10 contains 7558 members 
Mstep: Class 11 contains 7242 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 10969 members 
Mstep: Class 14 contains 9342 members 
Mstep: Class 15 contains 8626 members 
Mstep: Class 16 contains 24712 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 138178 members 
Mstep: Class 19 contains 152967 members 
Mstep: Class 20 contains 30799 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 18027 members 
Mstep: Class 24 contains 46956 members 
Mstep: Class 25 contains 77983 members 
Mstep: Class 26 contains 45228 members 
Mstep: Class 27 contains 754 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48379 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142955872.000000 Penalty: 103175.226562
Iteration 321Q: 31 clusters Score -1.429559e+08 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55961 members 
Mstep: Class 2 contains 6107 members 
Mstep: Class 3 contains 23383 members 
Mstep: Class 4 contains 14411 members 
Mstep: Class 5 contains 49800 members 
Mstep: Class 6 contains 4061 members 
Mstep: Class 7 contains 15573 members 
Mstep: Class 8 contains 203687 members 
Mstep: Class 9 contains 5165 members 
Mstep: Class 10 contains 7556 members 
Mstep: Class 11 contains 7220 members 
Mstep: Class 12 contains 5982 members 
Mstep: Class 13 contains 10949 members 
Mstep: Class 14 contains 9333 members 
Mstep: Class 15 contains 8511 members 
Mstep: Class 16 contains 24702 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 138664 members 
Mstep: Class 19 contains 153964 members 
Mstep: Class 20 contains 30960 members 
Mstep: Class 21 contains 1074 members 
Mstep: Class 22 contains 36639 members 
Mstep: Class 23 contains 18025 members 
Mstep: Class 24 contains 47002 members 
Mstep: Class 25 contains 76642 members 
Mstep: Class 26 contains 45072 members 
Mstep: Class 27 contains 754 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48270 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142955664.000000 Penalty: 103175.226562
Iteration 322Q: 31 clusters Score -1.429557e+08 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 6107 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 14413 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4029 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 203556 members 
Mstep: Class 9 contains 5153 members 
Mstep: Class 10 contains 7555 members 
Mstep: Class 11 contains 7212 members 
Mstep: Class 12 contains 5982 members 
Mstep: Class 13 contains 10948 members 
Mstep: Class 14 contains 9322 members 
Mstep: Class 15 contains 8441 members 
Mstep: Class 16 contains 24690 members 
Mstep: Class 17 contains 2993 members 
Mstep: Class 18 contains 139115 members 
Mstep: Class 19 contains 154846 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 36747 members 
Mstep: Class 23 contains 18017 members 
Mstep: Class 24 contains 47067 members 
Mstep: Class 25 contains 75541 members 
Mstep: Class 26 contains 44906 members 
Mstep: Class 27 contains 754 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48081 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142955936.000000 Penalty: 103175.226562
Iteration 323Q: 31 clusters Score -1.429559e+08 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 6107 members 
Mstep: Class 3 contains 23341 members 
Mstep: Class 4 contains 14417 members 
Mstep: Class 5 contains 49789 members 
Mstep: Class 6 contains 4011 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 203426 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 7553 members 
Mstep: Class 11 contains 7214 members 
Mstep: Class 12 contains 5985 members 
Mstep: Class 13 contains 10935 members 
Mstep: Class 14 contains 9309 members 
Mstep: Class 15 contains 8400 members 
Mstep: Class 16 contains 24679 members 
Mstep: Class 17 contains 2989 members 
Mstep: Class 18 contains 139524 members 
Mstep: Class 19 contains 155481 members 
Mstep: Class 20 contains 31253 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 36833 members 
Mstep: Class 23 contains 18016 members 
Mstep: Class 24 contains 47107 members 
Mstep: Class 25 contains 74655 members 
Mstep: Class 26 contains 44734 members 
Mstep: Class 27 contains 754 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47966 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142955520.000000 Penalty: 103175.226562
Iteration 324Q: 31 clusters Score -1.429555e+08 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 6107 members 
Mstep: Class 3 contains 23322 members 
Mstep: Class 4 contains 14422 members 
Mstep: Class 5 contains 49808 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 203190 members 
Mstep: Class 9 contains 5155 members 
Mstep: Class 10 contains 7550 members 
Mstep: Class 11 contains 7210 members 
Mstep: Class 12 contains 5985 members 
Mstep: Class 13 contains 10916 members 
Mstep: Class 14 contains 9305 members 
Mstep: Class 15 contains 8381 members 
Mstep: Class 16 contains 24674 members 
Mstep: Class 17 contains 2985 members 
Mstep: Class 18 contains 139855 members 
Mstep: Class 19 contains 156005 members 
Mstep: Class 20 contains 31372 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 36925 members 
Mstep: Class 23 contains 18014 members 
Mstep: Class 24 contains 47153 members 
Mstep: Class 25 contains 73987 members 
Mstep: Class 26 contains 44578 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47876 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142955408.000000 Penalty: 103175.226562
Iteration 325Q: 31 clusters Score -1.429554e+08 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 6107 members 
Mstep: Class 3 contains 23335 members 
Mstep: Class 4 contains 14429 members 
Mstep: Class 5 contains 49817 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 202984 members 
Mstep: Class 9 contains 5157 members 
Mstep: Class 10 contains 7550 members 
Mstep: Class 11 contains 7213 members 
Mstep: Class 12 contains 5983 members 
Mstep: Class 13 contains 10902 members 
Mstep: Class 14 contains 9302 members 
Mstep: Class 15 contains 8373 members 
Mstep: Class 16 contains 24672 members 
Mstep: Class 17 contains 2983 members 
Mstep: Class 18 contains 140115 members 
Mstep: Class 19 contains 156439 members 
Mstep: Class 20 contains 31440 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 36991 members 
Mstep: Class 23 contains 18005 members 
Mstep: Class 24 contains 47176 members 
Mstep: Class 25 contains 73452 members 
Mstep: Class 26 contains 44431 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47796 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142955200.000000 Penalty: 103175.226562
Iteration 326Q: 31 clusters Score -1.429552e+08 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56551 members 
Mstep: Class 2 contains 6107 members 
Mstep: Class 3 contains 23338 members 
Mstep: Class 4 contains 14430 members 
Mstep: Class 5 contains 49826 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 202771 members 
Mstep: Class 9 contains 5153 members 
Mstep: Class 10 contains 7547 members 
Mstep: Class 11 contains 7209 members 
Mstep: Class 12 contains 5986 members 
Mstep: Class 13 contains 10894 members 
Mstep: Class 14 contains 9302 members 
Mstep: Class 15 contains 8371 members 
Mstep: Class 16 contains 24668 members 
Mstep: Class 17 contains 2981 members 
Mstep: Class 18 contains 140363 members 
Mstep: Class 19 contains 156753 members 
Mstep: Class 20 contains 31514 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 37072 members 
Mstep: Class 23 contains 17990 members 
Mstep: Class 24 contains 47211 members 
Mstep: Class 25 contains 73004 members 
Mstep: Class 26 contains 44304 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47736 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954720.000000 Penalty: 103175.226562
Iteration 327Q: 31 clusters Score -1.429547e+08 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56683 members 
Mstep: Class 2 contains 6106 members 
Mstep: Class 3 contains 23347 members 
Mstep: Class 4 contains 14432 members 
Mstep: Class 5 contains 49836 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 15567 members 
Mstep: Class 8 contains 202624 members 
Mstep: Class 9 contains 5154 members 
Mstep: Class 10 contains 7546 members 
Mstep: Class 11 contains 7206 members 
Mstep: Class 12 contains 5990 members 
Mstep: Class 13 contains 10896 members 
Mstep: Class 14 contains 9299 members 
Mstep: Class 15 contains 8367 members 
Mstep: Class 16 contains 24668 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 140566 members 
Mstep: Class 19 contains 156952 members 
Mstep: Class 20 contains 31573 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 37126 members 
Mstep: Class 23 contains 17978 members 
Mstep: Class 24 contains 47252 members 
Mstep: Class 25 contains 72633 members 
Mstep: Class 26 contains 44198 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47676 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954608.000000 Penalty: 103175.226562
Iteration 328Q: 31 clusters Score -1.429546e+08 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56786 members 
Mstep: Class 2 contains 6105 members 
Mstep: Class 3 contains 23343 members 
Mstep: Class 4 contains 14435 members 
Mstep: Class 5 contains 49843 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 15567 members 
Mstep: Class 8 contains 202449 members 
Mstep: Class 9 contains 5154 members 
Mstep: Class 10 contains 7546 members 
Mstep: Class 11 contains 7202 members 
Mstep: Class 12 contains 5993 members 
Mstep: Class 13 contains 10894 members 
Mstep: Class 14 contains 9294 members 
Mstep: Class 15 contains 8370 members 
Mstep: Class 16 contains 24667 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 140758 members 
Mstep: Class 19 contains 157107 members 
Mstep: Class 20 contains 31623 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 37194 members 
Mstep: Class 23 contains 17966 members 
Mstep: Class 24 contains 47326 members 
Mstep: Class 25 contains 72301 members 
Mstep: Class 26 contains 44109 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47644 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954480.000000 Penalty: 103175.226562
Iteration 329Q: 31 clusters Score -1.429545e+08 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56887 members 
Mstep: Class 2 contains 6105 members 
Mstep: Class 3 contains 23362 members 
Mstep: Class 4 contains 14438 members 
Mstep: Class 5 contains 49846 members 
Mstep: Class 6 contains 3984 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 202279 members 
Mstep: Class 9 contains 5153 members 
Mstep: Class 10 contains 7546 members 
Mstep: Class 11 contains 7193 members 
Mstep: Class 12 contains 5993 members 
Mstep: Class 13 contains 10888 members 
Mstep: Class 14 contains 9291 members 
Mstep: Class 15 contains 8365 members 
Mstep: Class 16 contains 24671 members 
Mstep: Class 17 contains 2974 members 
Mstep: Class 18 contains 140957 members 
Mstep: Class 19 contains 157178 members 
Mstep: Class 20 contains 31659 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 37279 members 
Mstep: Class 23 contains 17960 members 
Mstep: Class 24 contains 47367 members 
Mstep: Class 25 contains 72026 members 
Mstep: Class 26 contains 44038 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47627 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954352.000000 Penalty: 103175.226562
Iteration 330Q: 31 clusters Score -1.429544e+08 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56964 members 
Mstep: Class 2 contains 6105 members 
Mstep: Class 3 contains 23377 members 
Mstep: Class 4 contains 14442 members 
Mstep: Class 5 contains 49844 members 
Mstep: Class 6 contains 3987 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 202144 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 7546 members 
Mstep: Class 11 contains 7190 members 
Mstep: Class 12 contains 5993 members 
Mstep: Class 13 contains 10902 members 
Mstep: Class 14 contains 9288 members 
Mstep: Class 15 contains 8350 members 
Mstep: Class 16 contains 24669 members 
Mstep: Class 17 contains 2968 members 
Mstep: Class 18 contains 141191 members 
Mstep: Class 19 contains 157168 members 
Mstep: Class 20 contains 31705 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 37346 members 
Mstep: Class 23 contains 17963 members 
Mstep: Class 24 contains 47399 members 
Mstep: Class 25 contains 71794 members 
Mstep: Class 26 contains 43974 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47608 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954352.000000 Penalty: 103175.226562
Iteration 331Q: 31 clusters Score -1.429544e+08 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57058 members 
Mstep: Class 2 contains 6105 members 
Mstep: Class 3 contains 23380 members 
Mstep: Class 4 contains 14445 members 
Mstep: Class 5 contains 49847 members 
Mstep: Class 6 contains 3992 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 201977 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 7543 members 
Mstep: Class 11 contains 7186 members 
Mstep: Class 12 contains 5993 members 
Mstep: Class 13 contains 10906 members 
Mstep: Class 14 contains 9288 members 
Mstep: Class 15 contains 8343 members 
Mstep: Class 16 contains 24670 members 
Mstep: Class 17 contains 2961 members 
Mstep: Class 18 contains 141390 members 
Mstep: Class 19 contains 157137 members 
Mstep: Class 20 contains 31747 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 37414 members 
Mstep: Class 23 contains 17965 members 
Mstep: Class 24 contains 47439 members 
Mstep: Class 25 contains 71607 members 
Mstep: Class 26 contains 43914 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47609 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954288.000000 Penalty: 103175.226562
Iteration 332Q: 31 clusters Score -1.429543e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57142 members 
Mstep: Class 2 contains 6105 members 
Mstep: Class 3 contains 23379 members 
Mstep: Class 4 contains 14448 members 
Mstep: Class 5 contains 49847 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 201850 members 
Mstep: Class 9 contains 5152 members 
Mstep: Class 10 contains 7541 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 5993 members 
Mstep: Class 13 contains 10910 members 
Mstep: Class 14 contains 9283 members 
Mstep: Class 15 contains 8345 members 
Mstep: Class 16 contains 24669 members 
Mstep: Class 17 contains 2957 members 
Mstep: Class 18 contains 141565 members 
Mstep: Class 19 contains 157080 members 
Mstep: Class 20 contains 31779 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 37484 members 
Mstep: Class 23 contains 17970 members 
Mstep: Class 24 contains 47467 members 
Mstep: Class 25 contains 71438 members 
Mstep: Class 26 contains 43867 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47619 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954208.000000 Penalty: 103175.226562
Iteration 333Q: 31 clusters Score -1.429542e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57213 members 
Mstep: Class 2 contains 6105 members 
Mstep: Class 3 contains 23383 members 
Mstep: Class 4 contains 14453 members 
Mstep: Class 5 contains 49846 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 201748 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 7539 members 
Mstep: Class 11 contains 7178 members 
Mstep: Class 12 contains 5992 members 
Mstep: Class 13 contains 10914 members 
Mstep: Class 14 contains 9276 members 
Mstep: Class 15 contains 8344 members 
Mstep: Class 16 contains 24667 members 
Mstep: Class 17 contains 2955 members 
Mstep: Class 18 contains 141727 members 
Mstep: Class 19 contains 157008 members 
Mstep: Class 20 contains 31812 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 37542 members 
Mstep: Class 23 contains 17969 members 
Mstep: Class 24 contains 47511 members 
Mstep: Class 25 contains 71299 members 
Mstep: Class 26 contains 43816 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47626 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954224.000000 Penalty: 103175.226562
Iteration 334Q: 31 clusters Score -1.429542e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57273 members 
Mstep: Class 2 contains 6105 members 
Mstep: Class 3 contains 23385 members 
Mstep: Class 4 contains 14454 members 
Mstep: Class 5 contains 49849 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 15567 members 
Mstep: Class 8 contains 201663 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 7539 members 
Mstep: Class 11 contains 7171 members 
Mstep: Class 12 contains 5992 members 
Mstep: Class 13 contains 10921 members 
Mstep: Class 14 contains 9276 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 24668 members 
Mstep: Class 17 contains 2951 members 
Mstep: Class 18 contains 141861 members 
Mstep: Class 19 contains 156925 members 
Mstep: Class 20 contains 31851 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 37597 members 
Mstep: Class 23 contains 17974 members 
Mstep: Class 24 contains 47559 members 
Mstep: Class 25 contains 71167 members 
Mstep: Class 26 contains 43767 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47628 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954368.000000 Penalty: 103175.226562
Iteration 335Q: 31 clusters Score -1.429544e+08 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57337 members 
Mstep: Class 2 contains 6104 members 
Mstep: Class 3 contains 23387 members 
Mstep: Class 4 contains 14460 members 
Mstep: Class 5 contains 49846 members 
Mstep: Class 6 contains 3992 members 
Mstep: Class 7 contains 15567 members 
Mstep: Class 8 contains 201576 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 7536 members 
Mstep: Class 11 contains 7165 members 
Mstep: Class 12 contains 5992 members 
Mstep: Class 13 contains 10923 members 
Mstep: Class 14 contains 9274 members 
Mstep: Class 15 contains 8354 members 
Mstep: Class 16 contains 24668 members 
Mstep: Class 17 contains 2948 members 
Mstep: Class 18 contains 142001 members 
Mstep: Class 19 contains 156847 members 
Mstep: Class 20 contains 31887 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 37644 members 
Mstep: Class 23 contains 17978 members 
Mstep: Class 24 contains 47600 members 
Mstep: Class 25 contains 71023 members 
Mstep: Class 26 contains 43732 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47644 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
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Score: -142954192.000000 Penalty: 103175.226562
Iteration 336Q: 31 clusters Score -1.429542e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57413 members 
Mstep: Class 2 contains 6104 members 
Mstep: Class 3 contains 23391 members 
Mstep: Class 4 contains 14464 members 
Mstep: Class 5 contains 49847 members 
Mstep: Class 6 contains 3992 members 
Mstep: Class 7 contains 15567 members 
Mstep: Class 8 contains 201484 members 
Mstep: Class 9 contains 5148 members 
Mstep: Class 10 contains 7534 members 
Mstep: Class 11 contains 7164 members 
Mstep: Class 12 contains 5991 members 
Mstep: Class 13 contains 10912 members 
Mstep: Class 14 contains 9273 members 
Mstep: Class 15 contains 8352 members 
Mstep: Class 16 contains 24667 members 
Mstep: Class 17 contains 2946 members 
Mstep: Class 18 contains 142123 members 
Mstep: Class 19 contains 156771 members 
Mstep: Class 20 contains 31918 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 37676 members 
Mstep: Class 23 contains 17982 members 
Mstep: Class 24 contains 47647 members 
Mstep: Class 25 contains 70911 members 
Mstep: Class 26 contains 43697 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47659 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954320.000000 Penalty: 103175.226562
Iteration 337Q: 31 clusters Score -1.429543e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57483 members 
Mstep: Class 2 contains 6104 members 
Mstep: Class 3 contains 23390 members 
Mstep: Class 4 contains 14465 members 
Mstep: Class 5 contains 49843 members 
Mstep: Class 6 contains 3990 members 
Mstep: Class 7 contains 15567 members 
Mstep: Class 8 contains 201428 members 
Mstep: Class 9 contains 5146 members 
Mstep: Class 10 contains 7533 members 
Mstep: Class 11 contains 7166 members 
Mstep: Class 12 contains 5992 members 
Mstep: Class 13 contains 10898 members 
Mstep: Class 14 contains 9272 members 
Mstep: Class 15 contains 8352 members 
Mstep: Class 16 contains 24667 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 142233 members 
Mstep: Class 19 contains 156695 members 
Mstep: Class 20 contains 31942 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 37711 members 
Mstep: Class 23 contains 17988 members 
Mstep: Class 24 contains 47687 members 
Mstep: Class 25 contains 70798 members 
Mstep: Class 26 contains 43670 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47669 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954384.000000 Penalty: 103175.226562
Iteration 338Q: 31 clusters Score -1.429544e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 6104 members 
Mstep: Class 3 contains 23394 members 
Mstep: Class 4 contains 14464 members 
Mstep: Class 5 contains 49841 members 
Mstep: Class 6 contains 3987 members 
Mstep: Class 7 contains 15567 members 
Mstep: Class 8 contains 201380 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 7531 members 
Mstep: Class 11 contains 7165 members 
Mstep: Class 12 contains 5991 members 
Mstep: Class 13 contains 10889 members 
Mstep: Class 14 contains 9274 members 
Mstep: Class 15 contains 8350 members 
Mstep: Class 16 contains 24667 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 142306 members 
Mstep: Class 19 contains 156629 members 
Mstep: Class 20 contains 31967 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 37746 members 
Mstep: Class 23 contains 17995 members 
Mstep: Class 24 contains 47734 members 
Mstep: Class 25 contains 70700 members 
Mstep: Class 26 contains 43646 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47668 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954352.000000 Penalty: 103175.226562
Iteration 339Q: 31 clusters Score -1.429544e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57618 members 
Mstep: Class 2 contains 6104 members 
Mstep: Class 3 contains 23400 members 
Mstep: Class 4 contains 14465 members 
Mstep: Class 5 contains 49841 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 15567 members 
Mstep: Class 8 contains 201372 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 7529 members 
Mstep: Class 11 contains 7165 members 
Mstep: Class 12 contains 5991 members 
Mstep: Class 13 contains 10882 members 
Mstep: Class 14 contains 9274 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 16 contains 24666 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 142376 members 
Mstep: Class 19 contains 156555 members 
Mstep: Class 20 contains 31980 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 37776 members 
Mstep: Class 23 contains 17997 members 
Mstep: Class 24 contains 47759 members 
Mstep: Class 25 contains 70596 members 
Mstep: Class 26 contains 43627 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47667 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954384.000000 Penalty: 103175.226562
Iteration 340F: 31 clusters Score -1.429544e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57690 members 
Mstep: Class 2 contains 6104 members 
Mstep: Class 3 contains 23414 members 
Mstep: Class 4 contains 14466 members 
Mstep: Class 5 contains 49838 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 15567 members 
Mstep: Class 8 contains 201334 members 
Mstep: Class 9 contains 5143 members 
Mstep: Class 10 contains 7530 members 
Mstep: Class 11 contains 7165 members 
Mstep: Class 12 contains 5991 members 
Mstep: Class 13 contains 10887 members 
Mstep: Class 14 contains 9273 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 16 contains 24664 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 142462 members 
Mstep: Class 19 contains 156473 members 
Mstep: Class 20 contains 31991 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 37822 members 
Mstep: Class 23 contains 17997 members 
Mstep: Class 24 contains 47782 members 
Mstep: Class 25 contains 70494 members 
Mstep: Class 26 contains 43607 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47663 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954400.000000 Penalty: 103175.226562
Iteration 341Q: 31 clusters Score -1.429544e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57740 members 
Mstep: Class 2 contains 6104 members 
Mstep: Class 3 contains 23424 members 
Mstep: Class 4 contains 14467 members 
Mstep: Class 5 contains 49837 members 
Mstep: Class 6 contains 3978 members 
Mstep: Class 7 contains 15567 members 
Mstep: Class 8 contains 201300 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 7528 members 
Mstep: Class 11 contains 7165 members 
Mstep: Class 12 contains 5992 members 
Mstep: Class 13 contains 10882 members 
Mstep: Class 14 contains 9272 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24664 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 142552 members 
Mstep: Class 19 contains 156402 members 
Mstep: Class 20 contains 32000 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 37860 members 
Mstep: Class 23 contains 17998 members 
Mstep: Class 24 contains 47806 members 
Mstep: Class 25 contains 70410 members 
Mstep: Class 26 contains 43582 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47668 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954320.000000 Penalty: 103175.226562
Iteration 342Q: 31 clusters Score -1.429543e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57768 members 
Mstep: Class 2 contains 6104 members 
Mstep: Class 3 contains 23424 members 
Mstep: Class 4 contains 14464 members 
Mstep: Class 5 contains 49837 members 
Mstep: Class 6 contains 3979 members 
Mstep: Class 7 contains 15567 members 
Mstep: Class 8 contains 201318 members 
Mstep: Class 9 contains 5147 members 
Mstep: Class 10 contains 7528 members 
Mstep: Class 11 contains 7163 members 
Mstep: Class 12 contains 5992 members 
Mstep: Class 13 contains 10882 members 
Mstep: Class 14 contains 9273 members 
Mstep: Class 15 contains 8344 members 
Mstep: Class 16 contains 24661 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 142639 members 
Mstep: Class 19 contains 156316 members 
Mstep: Class 20 contains 32015 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 37884 members 
Mstep: Class 23 contains 17996 members 
Mstep: Class 24 contains 47836 members 
Mstep: Class 25 contains 70309 members 
Mstep: Class 26 contains 43557 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47686 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 343Q: 31 clusters Score -1.429545e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57793 members 
Mstep: Class 2 contains 6104 members 
Mstep: Class 3 contains 23430 members 
Mstep: Class 4 contains 14464 members 
Mstep: Class 5 contains 49838 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 15567 members 
Mstep: Class 8 contains 201302 members 
Mstep: Class 9 contains 5146 members 
Mstep: Class 10 contains 7528 members 
Mstep: Class 11 contains 7163 members 
Mstep: Class 12 contains 5993 members 
Mstep: Class 13 contains 10888 members 
Mstep: Class 14 contains 9273 members 
Mstep: Class 15 contains 8342 members 
Mstep: Class 16 contains 24660 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 142709 members 
Mstep: Class 19 contains 156248 members 
Mstep: Class 20 contains 32032 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 37914 members 
Mstep: Class 23 contains 17996 members 
Mstep: Class 24 contains 47858 members 
Mstep: Class 25 contains 70219 members 
Mstep: Class 26 contains 43544 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47698 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
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Iteration 344Q: 31 clusters Score -1.429548e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57813 members 
Mstep: Class 2 contains 6104 members 
Mstep: Class 3 contains 23430 members 
Mstep: Class 4 contains 14464 members 
Mstep: Class 5 contains 49844 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15567 members 
Mstep: Class 8 contains 201275 members 
Mstep: Class 9 contains 5147 members 
Mstep: Class 10 contains 7528 members 
Mstep: Class 11 contains 7162 members 
Mstep: Class 12 contains 5993 members 
Mstep: Class 13 contains 10890 members 
Mstep: Class 14 contains 9274 members 
Mstep: Class 15 contains 8342 members 
Mstep: Class 16 contains 24658 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 142768 members 
Mstep: Class 19 contains 156205 members 
Mstep: Class 20 contains 32043 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 37941 members 
Mstep: Class 23 contains 17995 members 
Mstep: Class 24 contains 47881 members 
Mstep: Class 25 contains 70148 members 
Mstep: Class 26 contains 43531 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47703 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
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Iteration 345Q: 31 clusters Score -1.429547e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 6104 members 
Mstep: Class 3 contains 23432 members 
Mstep: Class 4 contains 14464 members 
Mstep: Class 5 contains 49849 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 15567 members 
Mstep: Class 8 contains 201243 members 
Mstep: Class 9 contains 5147 members 
Mstep: Class 10 contains 7527 members 
Mstep: Class 11 contains 7163 members 
Mstep: Class 12 contains 5992 members 
Mstep: Class 13 contains 10893 members 
Mstep: Class 14 contains 9275 members 
Mstep: Class 15 contains 8344 members 
Mstep: Class 16 contains 24658 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 142811 members 
Mstep: Class 19 contains 156185 members 
Mstep: Class 20 contains 32053 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 37967 members 
Mstep: Class 23 contains 17997 members 
Mstep: Class 24 contains 47900 members 
Mstep: Class 25 contains 70079 members 
Mstep: Class 26 contains 43512 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47710 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
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Iteration 346Q: 31 clusters Score -1.429546e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57854 members 
Mstep: Class 2 contains 6104 members 
Mstep: Class 3 contains 23439 members 
Mstep: Class 4 contains 14465 members 
Mstep: Class 5 contains 49843 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15567 members 
Mstep: Class 8 contains 201239 members 
Mstep: Class 9 contains 5147 members 
Mstep: Class 10 contains 7525 members 
Mstep: Class 11 contains 7165 members 
Mstep: Class 12 contains 5993 members 
Mstep: Class 13 contains 10902 members 
Mstep: Class 14 contains 9274 members 
Mstep: Class 15 contains 8344 members 
Mstep: Class 16 contains 24658 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 142847 members 
Mstep: Class 19 contains 156150 members 
Mstep: Class 20 contains 32061 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 37981 members 
Mstep: Class 23 contains 18000 members 
Mstep: Class 24 contains 47916 members 
Mstep: Class 25 contains 70020 members 
Mstep: Class 26 contains 43497 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47715 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
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Iteration 347Q: 31 clusters Score -1.429545e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57870 members 
Mstep: Class 2 contains 6103 members 
Mstep: Class 3 contains 23442 members 
Mstep: Class 4 contains 14466 members 
Mstep: Class 5 contains 49845 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 15567 members 
Mstep: Class 8 contains 201251 members 
Mstep: Class 9 contains 5147 members 
Mstep: Class 10 contains 7525 members 
Mstep: Class 11 contains 7166 members 
Mstep: Class 12 contains 5992 members 
Mstep: Class 13 contains 10904 members 
Mstep: Class 14 contains 9272 members 
Mstep: Class 15 contains 8344 members 
Mstep: Class 16 contains 24655 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 142890 members 
Mstep: Class 19 contains 156106 members 
Mstep: Class 20 contains 32069 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 37991 members 
Mstep: Class 23 contains 18006 members 
Mstep: Class 24 contains 47923 members 
Mstep: Class 25 contains 69959 members 
Mstep: Class 26 contains 43490 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47724 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954176.000000 Penalty: 103175.226562
Iteration 348Q: 31 clusters Score -1.429542e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57894 members 
Mstep: Class 2 contains 6103 members 
Mstep: Class 3 contains 23445 members 
Mstep: Class 4 contains 14469 members 
Mstep: Class 5 contains 49845 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 15567 members 
Mstep: Class 8 contains 201248 members 
Mstep: Class 9 contains 5147 members 
Mstep: Class 10 contains 7524 members 
Mstep: Class 11 contains 7168 members 
Mstep: Class 12 contains 5993 members 
Mstep: Class 13 contains 10907 members 
Mstep: Class 14 contains 9270 members 
Mstep: Class 15 contains 8340 members 
Mstep: Class 16 contains 24655 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 142923 members 
Mstep: Class 19 contains 156083 members 
Mstep: Class 20 contains 32075 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38007 members 
Mstep: Class 23 contains 18007 members 
Mstep: Class 24 contains 47929 members 
Mstep: Class 25 contains 69893 members 
Mstep: Class 26 contains 43474 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47741 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954256.000000 Penalty: 103175.226562
Iteration 349Q: 31 clusters Score -1.429543e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57908 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23450 members 
Mstep: Class 4 contains 14471 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 15567 members 
Mstep: Class 8 contains 201243 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 7523 members 
Mstep: Class 11 contains 7169 members 
Mstep: Class 12 contains 5991 members 
Mstep: Class 13 contains 10905 members 
Mstep: Class 14 contains 9268 members 
Mstep: Class 15 contains 8344 members 
Mstep: Class 16 contains 24654 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 142934 members 
Mstep: Class 19 contains 156059 members 
Mstep: Class 20 contains 32086 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38023 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 47941 members 
Mstep: Class 25 contains 69830 members 
Mstep: Class 26 contains 43464 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47765 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954112.000000 Penalty: 103175.226562
Iteration 350Q: 31 clusters Score -1.429541e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57923 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 14472 members 
Mstep: Class 5 contains 49859 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 15567 members 
Mstep: Class 8 contains 201218 members 
Mstep: Class 9 contains 5148 members 
Mstep: Class 10 contains 7521 members 
Mstep: Class 11 contains 7168 members 
Mstep: Class 12 contains 5990 members 
Mstep: Class 13 contains 10912 members 
Mstep: Class 14 contains 9268 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 16 contains 24655 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 142968 members 
Mstep: Class 19 contains 156046 members 
Mstep: Class 20 contains 32097 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38042 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 47946 members 
Mstep: Class 25 contains 69757 members 
Mstep: Class 26 contains 43450 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47784 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954384.000000 Penalty: 103175.226562
Iteration 351Q: 31 clusters Score -1.429544e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57940 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23459 members 
Mstep: Class 4 contains 14472 members 
Mstep: Class 5 contains 49860 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 201182 members 
Mstep: Class 9 contains 5147 members 
Mstep: Class 10 contains 7518 members 
Mstep: Class 11 contains 7170 members 
Mstep: Class 12 contains 5990 members 
Mstep: Class 13 contains 10921 members 
Mstep: Class 14 contains 9267 members 
Mstep: Class 15 contains 8352 members 
Mstep: Class 16 contains 24655 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 143014 members 
Mstep: Class 19 contains 156011 members 
Mstep: Class 20 contains 32106 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38061 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 47954 members 
Mstep: Class 25 contains 69700 members 
Mstep: Class 26 contains 43443 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47806 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954208.000000 Penalty: 103175.226562
Iteration 352Q: 31 clusters Score -1.429542e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57960 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23456 members 
Mstep: Class 4 contains 14474 members 
Mstep: Class 5 contains 49860 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 8 contains 201158 members 
Mstep: Class 9 contains 5148 members 
Mstep: Class 10 contains 7518 members 
Mstep: Class 11 contains 7170 members 
Mstep: Class 12 contains 5989 members 
Mstep: Class 13 contains 10932 members 
Mstep: Class 14 contains 9266 members 
Mstep: Class 15 contains 8349 members 
Mstep: Class 16 contains 24656 members 
Mstep: Class 17 contains 2943 members 
Mstep: Class 18 contains 143042 members 
Mstep: Class 19 contains 155994 members 
Mstep: Class 20 contains 32115 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38075 members 
Mstep: Class 23 contains 18011 members 
Mstep: Class 24 contains 47972 members 
Mstep: Class 25 contains 69632 members 
Mstep: Class 26 contains 43435 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47824 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954160.000000 Penalty: 103175.226562
Iteration 353Q: 31 clusters Score -1.429542e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57979 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23459 members 
Mstep: Class 4 contains 14473 members 
Mstep: Class 5 contains 49861 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 8 contains 201135 members 
Mstep: Class 9 contains 5148 members 
Mstep: Class 10 contains 7517 members 
Mstep: Class 11 contains 7170 members 
Mstep: Class 12 contains 5989 members 
Mstep: Class 13 contains 10935 members 
Mstep: Class 14 contains 9266 members 
Mstep: Class 15 contains 8349 members 
Mstep: Class 16 contains 24656 members 
Mstep: Class 17 contains 2942 members 
Mstep: Class 18 contains 143068 members 
Mstep: Class 19 contains 155995 members 
Mstep: Class 20 contains 32116 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38092 members 
Mstep: Class 23 contains 18012 members 
Mstep: Class 24 contains 47980 members 
Mstep: Class 25 contains 69567 members 
Mstep: Class 26 contains 43425 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47845 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954032.000000 Penalty: 103175.226562
Iteration 354Q: 31 clusters Score -1.42954e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57990 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23463 members 
Mstep: Class 4 contains 14474 members 
Mstep: Class 5 contains 49858 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 8 contains 201117 members 
Mstep: Class 9 contains 5148 members 
Mstep: Class 10 contains 7515 members 
Mstep: Class 11 contains 7172 members 
Mstep: Class 12 contains 5991 members 
Mstep: Class 13 contains 10941 members 
Mstep: Class 14 contains 9266 members 
Mstep: Class 15 contains 8349 members 
Mstep: Class 16 contains 24656 members 
Mstep: Class 17 contains 2939 members 
Mstep: Class 18 contains 143103 members 
Mstep: Class 19 contains 155977 members 
Mstep: Class 20 contains 32120 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38099 members 
Mstep: Class 23 contains 18015 members 
Mstep: Class 24 contains 47993 members 
Mstep: Class 25 contains 69506 members 
Mstep: Class 26 contains 43425 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47862 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142953920.000000 Penalty: 103175.226562
Iteration 355Q: 31 clusters Score -1.429539e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58012 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23466 members 
Mstep: Class 4 contains 14473 members 
Mstep: Class 5 contains 49855 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 8 contains 201078 members 
Mstep: Class 9 contains 5148 members 
Mstep: Class 10 contains 7514 members 
Mstep: Class 11 contains 7175 members 
Mstep: Class 12 contains 5990 members 
Mstep: Class 13 contains 10950 members 
Mstep: Class 14 contains 9265 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 16 contains 24656 members 
Mstep: Class 17 contains 2935 members 
Mstep: Class 18 contains 143136 members 
Mstep: Class 19 contains 155949 members 
Mstep: Class 20 contains 32127 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38109 members 
Mstep: Class 23 contains 18015 members 
Mstep: Class 24 contains 48011 members 
Mstep: Class 25 contains 69448 members 
Mstep: Class 26 contains 43428 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47888 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142953936.000000 Penalty: 103175.226562
Iteration 356Q: 31 clusters Score -1.429539e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58033 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23466 members 
Mstep: Class 4 contains 14474 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 8 contains 201046 members 
Mstep: Class 9 contains 5148 members 
Mstep: Class 10 contains 7514 members 
Mstep: Class 11 contains 7176 members 
Mstep: Class 12 contains 5989 members 
Mstep: Class 13 contains 10963 members 
Mstep: Class 14 contains 9264 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 24657 members 
Mstep: Class 17 contains 2932 members 
Mstep: Class 18 contains 143153 members 
Mstep: Class 19 contains 155920 members 
Mstep: Class 20 contains 32137 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38124 members 
Mstep: Class 23 contains 18018 members 
Mstep: Class 24 contains 48027 members 
Mstep: Class 25 contains 69395 members 
Mstep: Class 26 contains 43432 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47907 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142953904.000000 Penalty: 103175.226562
Iteration 357Q: 31 clusters Score -1.429539e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58051 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23463 members 
Mstep: Class 4 contains 14475 members 
Mstep: Class 5 contains 49857 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 8 contains 201037 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 7515 members 
Mstep: Class 11 contains 7177 members 
Mstep: Class 12 contains 5989 members 
Mstep: Class 13 contains 10977 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24656 members 
Mstep: Class 17 contains 2932 members 
Mstep: Class 18 contains 143178 members 
Mstep: Class 19 contains 155887 members 
Mstep: Class 20 contains 32147 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38140 members 
Mstep: Class 23 contains 18016 members 
Mstep: Class 24 contains 48038 members 
Mstep: Class 25 contains 69352 members 
Mstep: Class 26 contains 43423 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47912 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142953920.000000 Penalty: 103175.226562
Iteration 358Q: 31 clusters Score -1.429539e+08 nChanged 304
Entering ConstructFrom: 
Score: -142953920.000000 Penalty: 103175.226562
Entering ConstructFrom: 
Trying to split cluster 1 (58070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58070 members 
Entering Unmasked Estep 
Score: -8152662.500000 Penalty: 2720.412354
	Iteration 0F: 2 clusters Score -8152662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -8113688.000000 Penalty: 5440.824707
	Iteration 0F: 3 clusters Score -8113688 nChanged 26939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -8128880.500000 Penalty: 5440.824707
	Iteration 1F: 3 clusters Score -8128880 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -8129499.500000 Penalty: 5440.824707
	Iteration 2Q: 3 clusters Score -8129500 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -8130252.500000 Penalty: 5440.824707
	Iteration 3Q: 3 clusters Score -8130252 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -8131351.000000 Penalty: 5440.824707
	Iteration 4Q: 3 clusters Score -8131351 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -8133082.000000 Penalty: 5440.824707
	Iteration 5F: 3 clusters Score -8133082 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -8135779.000000 Penalty: 5440.824707
	Iteration 6F: 3 clusters Score -8135779 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -8139554.000000 Penalty: 5440.824707
	Iteration 7F: 3 clusters Score -8139554 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -8143752.000000 Penalty: 5440.824707
	Iteration 8F: 3 clusters Score -8143752 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -8147076.500000 Penalty: 5440.824707
	Iteration 9F: 3 clusters Score -8147076 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56740 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8148918.000000 Penalty: 5440.824707
	Iteration 10Q: 3 clusters Score -8148918 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57519 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8149685.000000 Penalty: 5440.824707
	Iteration 11Q: 3 clusters Score -8149685 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57749 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8149943.500000 Penalty: 5440.824707
	Iteration 12Q: 3 clusters Score -8149944 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57820 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8150048.500000 Penalty: 5440.824707
	Iteration 13Q: 3 clusters Score -8150048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57852 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8150106.500000 Penalty: 5440.824707
	Iteration 14Q: 3 clusters Score -8150106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8150151.000000 Penalty: 5440.824707
	Iteration 15Q: 3 clusters Score -8150151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57871 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8150165.500000 Penalty: 5440.824707
	Iteration 16Q: 3 clusters Score -8150166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57881 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8150195.500000 Penalty: 5440.824707
	Iteration 17Q: 3 clusters Score -8150196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57892 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8150228.500000 Penalty: 5440.824707
	Iteration 18Q: 3 clusters Score -8150228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57895 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8150253.000000 Penalty: 5440.824707
	Iteration 19Q: 3 clusters Score -8150253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57895 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8150253.000000 Penalty: 5440.824707
	Iteration 20F: 3 clusters Score -8150253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Entering Unmasked Estep 
Score: -822744.812500 Penalty: 2161.660156
	Iteration 0F: 2 clusters Score -822744.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -817524.375000 Penalty: 4323.320312
	Iteration 0F: 3 clusters Score -817524.4 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -818927.937500 Penalty: 4323.320312
	Iteration 1F: 3 clusters Score -818927.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -819260.437500 Penalty: 4323.320312
	Iteration 2F: 3 clusters Score -819260.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -819532.312500 Penalty: 4323.320312
	Iteration 3F: 3 clusters Score -819532.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -819795.312500 Penalty: 4323.320312
	Iteration 4F: 3 clusters Score -819795.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -820042.437500 Penalty: 4323.320312
	Iteration 5F: 3 clusters Score -820042.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -820242.375000 Penalty: 4323.320312
	Iteration 6Q: 3 clusters Score -820242.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -820442.187500 Penalty: 4323.320312
	Iteration 7Q: 3 clusters Score -820442.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -820632.187500 Penalty: 4323.320312
	Iteration 8Q: 3 clusters Score -820632.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -820771.187500 Penalty: 4323.320312
	Iteration 9Q: 3 clusters Score -820771.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -820890.937500 Penalty: 4323.320312
	Iteration 10Q: 3 clusters Score -820890.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -820986.937500 Penalty: 4323.320312
	Iteration 11Q: 3 clusters Score -820986.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -821052.625000 Penalty: 4323.320312
	Iteration 12Q: 3 clusters Score -821052.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -821096.875000 Penalty: 4323.320312
	Iteration 13Q: 3 clusters Score -821096.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -821141.937500 Penalty: 4323.320312
	Iteration 14Q: 3 clusters Score -821141.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -821175.062500 Penalty: 4323.320312
	Iteration 15Q: 3 clusters Score -821175.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -821202.812500 Penalty: 4323.320312
	Iteration 16Q: 3 clusters Score -821202.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -821222.875000 Penalty: 4323.320312
	Iteration 17Q: 3 clusters Score -821222.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -821241.125000 Penalty: 4323.320312
	Iteration 18Q: 3 clusters Score -821241.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -821256.500000 Penalty: 4323.320312
	Iteration 19Q: 3 clusters Score -821256.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -821274.562500 Penalty: 4323.320312
	Iteration 20F: 3 clusters Score -821274.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -821295.250000 Penalty: 4323.320312
	Iteration 21Q: 3 clusters Score -821295.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -821317.437500 Penalty: 4323.320312
	Iteration 22Q: 3 clusters Score -821317.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -821334.562500 Penalty: 4323.320312
	Iteration 23Q: 3 clusters Score -821334.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -821351.812500 Penalty: 4323.320312
	Iteration 24Q: 3 clusters Score -821351.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -821372.437500 Penalty: 4323.320312
	Iteration 25Q: 3 clusters Score -821372.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -821392.500000 Penalty: 4323.320312
	Iteration 26Q: 3 clusters Score -821392.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -821408.500000 Penalty: 4323.320312
	Iteration 27Q: 3 clusters Score -821408.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -821433.375000 Penalty: 4323.320312
	Iteration 28Q: 3 clusters Score -821433.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -821463.562500 Penalty: 4323.320312
	Iteration 29Q: 3 clusters Score -821463.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -821519.125000 Penalty: 4323.320312
	Iteration 30Q: 3 clusters Score -821519.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -821594.750000 Penalty: 4323.320312
	Iteration 31Q: 3 clusters Score -821594.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -821734.062500 Penalty: 4323.320312
	Iteration 32Q: 3 clusters Score -821734.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -821939.187500 Penalty: 4323.320312
	Iteration 33Q: 3 clusters Score -821939.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -822177.625000 Penalty: 4323.320312
	Iteration 34Q: 3 clusters Score -822177.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -822420.875000 Penalty: 4323.320312
	Iteration 35Q: 3 clusters Score -822420.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -822619.812500 Penalty: 4323.320312
	Iteration 36Q: 3 clusters Score -822619.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -822771.500000 Penalty: 4323.320312
	Iteration 37Q: 3 clusters Score -822771.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -822944.312500 Penalty: 4323.320312
	Iteration 38Q: 3 clusters Score -822944.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -823186.562500 Penalty: 4323.320312
	Iteration 39Q: 3 clusters Score -823186.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -823378.187500 Penalty: 4323.320312
	Iteration 40F: 3 clusters Score -823378.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -823433.937500 Penalty: 4323.320312
	Iteration 41Q: 3 clusters Score -823433.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -823448.062500 Penalty: 4323.320312
	Iteration 42Q: 3 clusters Score -823448.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -823457.562500 Penalty: 4323.320312
	Iteration 43Q: 3 clusters Score -823457.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -823457.875000 Penalty: 4323.320312
	Iteration 44Q: 3 clusters Score -823457.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -823457.375000 Penalty: 4323.320312
	Iteration 45Q: 3 clusters Score -823457.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -823457.625000 Penalty: 4323.320312
	Iteration 46Q: 3 clusters Score -823457.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -823457.625000 Penalty: 4323.320312
	Iteration 47F: 3 clusters Score -823457.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 4024 members 
Mstep: Class 3 contains 23462 members 
Mstep: Class 4 contains 14474 members 
Mstep: Class 5 contains 49857 members 
Mstep: Class 6 contains 3984 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 8 contains 201023 members 
Mstep: Class 9 contains 5151 members 
Mstep: Class 10 contains 7514 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5989 members 
Mstep: Class 13 contains 10982 members 
Mstep: Class 14 contains 9261 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24656 members 
Mstep: Class 17 contains 2932 members 
Mstep: Class 18 contains 143191 members 
Mstep: Class 19 contains 155869 members 
Mstep: Class 20 contains 32151 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38153 members 
Mstep: Class 23 contains 18015 members 
Mstep: Class 24 contains 48046 members 
Mstep: Class 25 contains 69315 members 
Mstep: Class 26 contains 43415 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47927 members 
Mstep: Class 30 contains 296 members 
Mstep: Class 31 contains 2078 members 
Entering Unmasked Estep 
Score: -142953168.000000 Penalty: 106614.398438
Splitting cluster 2 changes total score from -142953920.000000 to -142953168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (23462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Entering Unmasked Estep 
Score: -3053436.750000 Penalty: 2495.657959
	Iteration 0F: 2 clusters Score -3053437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -3037134.000000 Penalty: 4991.315918
	Iteration 0F: 3 clusters Score -3037134 nChanged 10461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -3043337.000000 Penalty: 4991.315918
	Iteration 1F: 3 clusters Score -3043337 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3044276.000000 Penalty: 4991.315918
	Iteration 2F: 3 clusters Score -3044276 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -3045134.750000 Penalty: 4991.315918
	Iteration 3F: 3 clusters Score -3045135 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -3045941.250000 Penalty: 4991.315918
	Iteration 4F: 3 clusters Score -3045941 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -3046735.000000 Penalty: 4991.315918
	Iteration 5F: 3 clusters Score -3046735 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -3047501.500000 Penalty: 4991.315918
	Iteration 6F: 3 clusters Score -3047502 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -3048224.500000 Penalty: 4991.315918
	Iteration 7Q: 3 clusters Score -3048224 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -3048983.250000 Penalty: 4991.315918
	Iteration 8Q: 3 clusters Score -3048983 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -3049606.250000 Penalty: 4991.315918
	Iteration 9Q: 3 clusters Score -3049606 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -3050104.500000 Penalty: 4991.315918
	Iteration 10Q: 3 clusters Score -3050104 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -3050510.750000 Penalty: 4991.315918
	Iteration 11Q: 3 clusters Score -3050511 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -3050815.500000 Penalty: 4991.315918
	Iteration 12Q: 3 clusters Score -3050816 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -3051079.750000 Penalty: 4991.315918
	Iteration 13Q: 3 clusters Score -3051080 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -3051307.750000 Penalty: 4991.315918
	Iteration 14Q: 3 clusters Score -3051308 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -3051495.250000 Penalty: 4991.315918
	Iteration 15Q: 3 clusters Score -3051495 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -3051662.750000 Penalty: 4991.315918
	Iteration 16Q: 3 clusters Score -3051663 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -3051792.250000 Penalty: 4991.315918
	Iteration 17Q: 3 clusters Score -3051792 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -3051937.250000 Penalty: 4991.315918
	Iteration 18Q: 3 clusters Score -3051937 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3052112.750000 Penalty: 4991.315918
	Iteration 19Q: 3 clusters Score -3052113 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3052277.750000 Penalty: 4991.315918
	Iteration 20F: 3 clusters Score -3052278 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3052423.750000 Penalty: 4991.315918
	Iteration 21Q: 3 clusters Score -3052424 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3052566.750000 Penalty: 4991.315918
	Iteration 22Q: 3 clusters Score -3052567 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3052692.250000 Penalty: 4991.315918
	Iteration 23Q: 3 clusters Score -3052692 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3052789.500000 Penalty: 4991.315918
	Iteration 24Q: 3 clusters Score -3052790 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3052870.750000 Penalty: 4991.315918
	Iteration 25Q: 3 clusters Score -3052871 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3052913.000000 Penalty: 4991.315918
	Iteration 26Q: 3 clusters Score -3052913 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3052937.500000 Penalty: 4991.315918
	Iteration 27Q: 3 clusters Score -3052938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3052945.750000 Penalty: 4991.315918
	Iteration 28Q: 3 clusters Score -3052946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3052954.750000 Penalty: 4991.315918
	Iteration 29Q: 3 clusters Score -3052955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3052971.750000 Penalty: 4991.315918
	Iteration 30Q: 3 clusters Score -3052972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3052977.750000 Penalty: 4991.315918
	Iteration 31Q: 3 clusters Score -3052978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3052982.000000 Penalty: 4991.315918
	Iteration 32Q: 3 clusters Score -3052982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3052991.000000 Penalty: 4991.315918
	Iteration 33Q: 3 clusters Score -3052991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3052988.500000 Penalty: 4991.315918
	Iteration 34Q: 3 clusters Score -3052988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3052985.750000 Penalty: 4991.315918
	Iteration 35Q: 3 clusters Score -3052986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3052990.500000 Penalty: 4991.315918
	Iteration 36Q: 3 clusters Score -3052990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3052992.500000 Penalty: 4991.315918
	Iteration 37Q: 3 clusters Score -3052992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3052991.500000 Penalty: 4991.315918
	Iteration 38Q: 3 clusters Score -3052992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3052991.750000 Penalty: 4991.315918
	Iteration 39Q: 3 clusters Score -3052992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3052993.750000 Penalty: 4991.315918
	Iteration 40F: 3 clusters Score -3052994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3052992.750000 Penalty: 4991.315918
	Iteration 41Q: 3 clusters Score -3052993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3052992.750000 Penalty: 4991.315918
	Iteration 42F: 3 clusters Score -3052993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Entering Unmasked Estep 
Score: -1977928.375000 Penalty: 2375.867188
	Iteration 0F: 2 clusters Score -1977928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1967426.625000 Penalty: 4751.734375
	Iteration 0F: 3 clusters Score -1967427 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1970974.750000 Penalty: 4751.734375
	Iteration 1F: 3 clusters Score -1970975 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1971658.125000 Penalty: 4751.734375
	Iteration 2F: 3 clusters Score -1971658 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1972357.375000 Penalty: 4751.734375
	Iteration 3F: 3 clusters Score -1972357 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1973083.125000 Penalty: 4751.734375
	Iteration 4F: 3 clusters Score -1973083 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1973997.000000 Penalty: 4751.734375
	Iteration 5F: 3 clusters Score -1973997 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1974883.125000 Penalty: 4751.734375
	Iteration 6F: 3 clusters Score -1974883 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1975551.750000 Penalty: 4751.734375
	Iteration 7F: 3 clusters Score -1975552 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1976023.875000 Penalty: 4751.734375
	Iteration 8Q: 3 clusters Score -1976024 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1976354.375000 Penalty: 4751.734375
	Iteration 9Q: 3 clusters Score -1976354 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1976569.000000 Penalty: 4751.734375
	Iteration 10Q: 3 clusters Score -1976569 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1976740.000000 Penalty: 4751.734375
	Iteration 11Q: 3 clusters Score -1976740 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1976910.125000 Penalty: 4751.734375
	Iteration 12Q: 3 clusters Score -1976910 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1977061.875000 Penalty: 4751.734375
	Iteration 13Q: 3 clusters Score -1977062 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1977210.250000 Penalty: 4751.734375
	Iteration 14Q: 3 clusters Score -1977210 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1977319.250000 Penalty: 4751.734375
	Iteration 15Q: 3 clusters Score -1977319 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1977392.500000 Penalty: 4751.734375
	Iteration 16Q: 3 clusters Score -1977392 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1977426.125000 Penalty: 4751.734375
	Iteration 17Q: 3 clusters Score -1977426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1977445.375000 Penalty: 4751.734375
	Iteration 18Q: 3 clusters Score -1977445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1977466.125000 Penalty: 4751.734375
	Iteration 19Q: 3 clusters Score -1977466 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1977485.625000 Penalty: 4751.734375
	Iteration 20F: 3 clusters Score -1977486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1977510.625000 Penalty: 4751.734375
	Iteration 21Q: 3 clusters Score -1977511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1977524.250000 Penalty: 4751.734375
	Iteration 22Q: 3 clusters Score -1977524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1977541.500000 Penalty: 4751.734375
	Iteration 23Q: 3 clusters Score -1977542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1977558.500000 Penalty: 4751.734375
	Iteration 24Q: 3 clusters Score -1977558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1977568.500000 Penalty: 4751.734375
	Iteration 25Q: 3 clusters Score -1977568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1977580.750000 Penalty: 4751.734375
	Iteration 26Q: 3 clusters Score -1977581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1977591.000000 Penalty: 4751.734375
	Iteration 27Q: 3 clusters Score -1977591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1977602.625000 Penalty: 4751.734375
	Iteration 28Q: 3 clusters Score -1977603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1977614.250000 Penalty: 4751.734375
	Iteration 29Q: 3 clusters Score -1977614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1977620.500000 Penalty: 4751.734375
	Iteration 30Q: 3 clusters Score -1977620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1977625.875000 Penalty: 4751.734375
	Iteration 31Q: 3 clusters Score -1977626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1977630.375000 Penalty: 4751.734375
	Iteration 32Q: 3 clusters Score -1977630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1977629.375000 Penalty: 4751.734375
	Iteration 33Q: 3 clusters Score -1977629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1977633.125000 Penalty: 4751.734375
	Iteration 34Q: 3 clusters Score -1977633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1977632.000000 Penalty: 4751.734375
	Iteration 35Q: 3 clusters Score -1977632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1977632.125000 Penalty: 4751.734375
	Iteration 36Q: 3 clusters Score -1977632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1977633.125000 Penalty: 4751.734375
	Iteration 37Q: 3 clusters Score -1977633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1977632.750000 Penalty: 4751.734375
	Iteration 38Q: 3 clusters Score -1977633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1977633.000000 Penalty: 4751.734375
	Iteration 39Q: 3 clusters Score -1977633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1977633.000000 Penalty: 4751.734375
	Iteration 40F: 3 clusters Score -1977633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Entering Unmasked Estep 
Score: -6852651.000000 Penalty: 2682.594727
	Iteration 0F: 2 clusters Score -6852651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -6818977.500000 Penalty: 5365.189453
	Iteration 0F: 3 clusters Score -6818978 nChanged 23175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -6831831.500000 Penalty: 5365.189453
	Iteration 1F: 3 clusters Score -6831832 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -6832476.500000 Penalty: 5365.189453
	Iteration 2Q: 3 clusters Score -6832476 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -6833251.500000 Penalty: 5365.189453
	Iteration 3Q: 3 clusters Score -6833252 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -6834272.000000 Penalty: 5365.189453
	Iteration 4Q: 3 clusters Score -6834272 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -6835671.000000 Penalty: 5365.189453
	Iteration 5Q: 3 clusters Score -6835671 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -6837554.500000 Penalty: 5365.189453
	Iteration 6F: 3 clusters Score -6837554 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -6840264.500000 Penalty: 5365.189453
	Iteration 7F: 3 clusters Score -6840264 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -6843201.500000 Penalty: 5365.189453
	Iteration 8F: 3 clusters Score -6843202 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -6845893.000000 Penalty: 5365.189453
	Iteration 9F: 3 clusters Score -6845893 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -6848076.000000 Penalty: 5365.189453
	Iteration 10F: 3 clusters Score -6848076 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -6849645.500000 Penalty: 5365.189453
	Iteration 11Q: 3 clusters Score -6849646 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -6850819.500000 Penalty: 5365.189453
	Iteration 12Q: 3 clusters Score -6850820 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -6851791.500000 Penalty: 5365.189453
	Iteration 13Q: 3 clusters Score -6851792 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -6852225.500000 Penalty: 5365.189453
	Iteration 14Q: 3 clusters Score -6852226 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -6852372.000000 Penalty: 5365.189453
	Iteration 15Q: 3 clusters Score -6852372 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -6852444.500000 Penalty: 5365.189453
	Iteration 16Q: 3 clusters Score -6852444 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -6852484.000000 Penalty: 5365.189453
	Iteration 17Q: 3 clusters Score -6852484 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -6852521.000000 Penalty: 5365.189453
	Iteration 18Q: 3 clusters Score -6852521 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -6852533.000000 Penalty: 5365.189453
	Iteration 19Q: 3 clusters Score -6852533 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -6852564.500000 Penalty: 5365.189453
	Iteration 20F: 3 clusters Score -6852564 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -6852572.500000 Penalty: 5365.189453
	Iteration 21Q: 3 clusters Score -6852572 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -6852594.500000 Penalty: 5365.189453
	Iteration 22Q: 3 clusters Score -6852594 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -6852605.500000 Penalty: 5365.189453
	Iteration 23Q: 3 clusters Score -6852606 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -6852609.500000 Penalty: 5365.189453
	Iteration 24Q: 3 clusters Score -6852610 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -6852603.500000 Penalty: 5365.189453
	Iteration 25Q: 3 clusters Score -6852604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -6852593.500000 Penalty: 5365.189453
	Iteration 26Q: 3 clusters Score -6852594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -6852591.500000 Penalty: 5365.189453
	Iteration 27Q: 3 clusters Score -6852592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -6852604.000000 Penalty: 5365.189453
	Iteration 28Q: 3 clusters Score -6852604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -6852594.500000 Penalty: 5365.189453
	Iteration 29Q: 3 clusters Score -6852594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -6852602.000000 Penalty: 5365.189453
	Iteration 30Q: 3 clusters Score -6852602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -6852602.500000 Penalty: 5365.189453
	Iteration 31Q: 3 clusters Score -6852602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -6852612.500000 Penalty: 5365.189453
	Iteration 32Q: 3 clusters Score -6852612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -6852615.500000 Penalty: 5365.189453
	Iteration 33Q: 3 clusters Score -6852616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -6852610.000000 Penalty: 5365.189453
	Iteration 34Q: 3 clusters Score -6852610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -6852613.000000 Penalty: 5365.189453
	Iteration 35Q: 3 clusters Score -6852613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -6852612.500000 Penalty: 5365.189453
	Iteration 36Q: 3 clusters Score -6852612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -6852620.500000 Penalty: 5365.189453
	Iteration 37Q: 3 clusters Score -6852620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -6852630.500000 Penalty: 5365.189453
	Iteration 38Q: 3 clusters Score -6852630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -6852628.500000 Penalty: 5365.189453
	Iteration 39Q: 3 clusters Score -6852628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -6852627.500000 Penalty: 5365.189453
	Iteration 40F: 3 clusters Score -6852628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -6852625.500000 Penalty: 5365.189453
	Iteration 41Q: 3 clusters Score -6852626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -6852624.000000 Penalty: 5365.189453
	Iteration 42Q: 3 clusters Score -6852624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -6852624.000000 Penalty: 5365.189453
	Iteration 43F: 3 clusters Score -6852624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Entering Unmasked Estep 
Score: -536642.562500 Penalty: 2055.930420
	Iteration 0F: 2 clusters Score -536642.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -532778.437500 Penalty: 4111.860840
	Iteration 0F: 3 clusters Score -532778.4 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -533713.125000 Penalty: 4111.860840
	Iteration 1F: 3 clusters Score -533713.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -534106.625000 Penalty: 4111.860840
	Iteration 2F: 3 clusters Score -534106.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -534595.437500 Penalty: 4111.860840
	Iteration 3F: 3 clusters Score -534595.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -535153.250000 Penalty: 4111.860840
	Iteration 4F: 3 clusters Score -535153.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -535572.187500 Penalty: 4111.860840
	Iteration 5F: 3 clusters Score -535572.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -535860.375000 Penalty: 4111.860840
	Iteration 6F: 3 clusters Score -535860.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -536048.250000 Penalty: 4111.860840
	Iteration 7Q: 3 clusters Score -536048.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -536177.062500 Penalty: 4111.860840
	Iteration 8Q: 3 clusters Score -536177.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -536272.375000 Penalty: 4111.860840
	Iteration 9Q: 3 clusters Score -536272.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -536340.812500 Penalty: 4111.860840
	Iteration 10Q: 3 clusters Score -536340.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -536372.187500 Penalty: 4111.860840
	Iteration 11Q: 3 clusters Score -536372.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -536392.062500 Penalty: 4111.860840
	Iteration 12Q: 3 clusters Score -536392.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -536404.687500 Penalty: 4111.860840
	Iteration 13Q: 3 clusters Score -536404.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -536408.375000 Penalty: 4111.860840
	Iteration 14Q: 3 clusters Score -536408.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -536410.687500 Penalty: 4111.860840
	Iteration 15Q: 3 clusters Score -536410.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -536412.562500 Penalty: 4111.860840
	Iteration 16Q: 3 clusters Score -536412.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -536414.375000 Penalty: 4111.860840
	Iteration 17Q: 3 clusters Score -536414.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -536414.687500 Penalty: 4111.860840
	Iteration 18Q: 3 clusters Score -536414.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -536415.312500 Penalty: 4111.860840
	Iteration 19Q: 3 clusters Score -536415.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -536415.875000 Penalty: 4111.860840
	Iteration 20F: 3 clusters Score -536415.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -536417.187500 Penalty: 4111.860840
	Iteration 21Q: 3 clusters Score -536417.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -536416.875000 Penalty: 4111.860840
	Iteration 22Q: 3 clusters Score -536416.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -536416.437500 Penalty: 4111.860840
	Iteration 23Q: 3 clusters Score -536416.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -536416.437500 Penalty: 4111.860840
	Iteration 24F: 3 clusters Score -536416.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Entering Unmasked Estep 
Score: -2118877.750000 Penalty: 2393.953125
	Iteration 0F: 2 clusters Score -2118878 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 7765 members 
Entering Unmasked Estep 
Score: -2107684.250000 Penalty: 4787.906250
	Iteration 0F: 3 clusters Score -2107684 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2111437.250000 Penalty: 4787.906250
	Iteration 1F: 3 clusters Score -2111437 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2112001.000000 Penalty: 4787.906250
	Iteration 2F: 3 clusters Score -2112001 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2112594.500000 Penalty: 4787.906250
	Iteration 3F: 3 clusters Score -2112594 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2113265.500000 Penalty: 4787.906250
	Iteration 4F: 3 clusters Score -2113266 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2113967.500000 Penalty: 4787.906250
	Iteration 5F: 3 clusters Score -2113968 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2114552.500000 Penalty: 4787.906250
	Iteration 6F: 3 clusters Score -2114552 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2114918.000000 Penalty: 4787.906250
	Iteration 7Q: 3 clusters Score -2114918 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2115144.250000 Penalty: 4787.906250
	Iteration 8Q: 3 clusters Score -2115144 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2115296.500000 Penalty: 4787.906250
	Iteration 9Q: 3 clusters Score -2115296 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2115400.500000 Penalty: 4787.906250
	Iteration 10Q: 3 clusters Score -2115400 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2115469.000000 Penalty: 4787.906250
	Iteration 11Q: 3 clusters Score -2115469 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2115526.000000 Penalty: 4787.906250
	Iteration 12Q: 3 clusters Score -2115526 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2115573.500000 Penalty: 4787.906250
	Iteration 13Q: 3 clusters Score -2115574 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2115612.250000 Penalty: 4787.906250
	Iteration 14Q: 3 clusters Score -2115612 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2115664.000000 Penalty: 4787.906250
	Iteration 15Q: 3 clusters Score -2115664 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2115713.500000 Penalty: 4787.906250
	Iteration 16Q: 3 clusters Score -2115714 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2115756.750000 Penalty: 4787.906250
	Iteration 17Q: 3 clusters Score -2115757 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2115810.500000 Penalty: 4787.906250
	Iteration 18Q: 3 clusters Score -2115810 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2115899.250000 Penalty: 4787.906250
	Iteration 19Q: 3 clusters Score -2115899 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2116035.750000 Penalty: 4787.906250
	Iteration 20F: 3 clusters Score -2116036 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2116186.250000 Penalty: 4787.906250
	Iteration 21Q: 3 clusters Score -2116186 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2116374.500000 Penalty: 4787.906250
	Iteration 22Q: 3 clusters Score -2116374 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2116563.500000 Penalty: 4787.906250
	Iteration 23Q: 3 clusters Score -2116564 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2116691.500000 Penalty: 4787.906250
	Iteration 24Q: 3 clusters Score -2116692 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2116798.000000 Penalty: 4787.906250
	Iteration 25Q: 3 clusters Score -2116798 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2116867.000000 Penalty: 4787.906250
	Iteration 26Q: 3 clusters Score -2116867 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2116922.750000 Penalty: 4787.906250
	Iteration 27Q: 3 clusters Score -2116923 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2116966.000000 Penalty: 4787.906250
	Iteration 28Q: 3 clusters Score -2116966 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2117012.500000 Penalty: 4787.906250
	Iteration 29Q: 3 clusters Score -2117012 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2117049.000000 Penalty: 4787.906250
	Iteration 30Q: 3 clusters Score -2117049 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2117068.750000 Penalty: 4787.906250
	Iteration 31Q: 3 clusters Score -2117069 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2117088.500000 Penalty: 4787.906250
	Iteration 32Q: 3 clusters Score -2117088 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2117102.750000 Penalty: 4787.906250
	Iteration 33Q: 3 clusters Score -2117103 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2117116.250000 Penalty: 4787.906250
	Iteration 34Q: 3 clusters Score -2117116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2117122.500000 Penalty: 4787.906250
	Iteration 35Q: 3 clusters Score -2117122 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2117137.250000 Penalty: 4787.906250
	Iteration 36Q: 3 clusters Score -2117137 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2117142.250000 Penalty: 4787.906250
	Iteration 37Q: 3 clusters Score -2117142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2117147.500000 Penalty: 4787.906250
	Iteration 38Q: 3 clusters Score -2117148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2117156.000000 Penalty: 4787.906250
	Iteration 39Q: 3 clusters Score -2117156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2117166.500000 Penalty: 4787.906250
	Iteration 40F: 3 clusters Score -2117166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2117174.000000 Penalty: 4787.906250
	Iteration 41Q: 3 clusters Score -2117174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2117184.000000 Penalty: 4787.906250
	Iteration 42Q: 3 clusters Score -2117184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2117195.500000 Penalty: 4787.906250
	Iteration 43Q: 3 clusters Score -2117196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2117194.000000 Penalty: 4787.906250
	Iteration 44Q: 3 clusters Score -2117194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2117193.500000 Penalty: 4787.906250
	Iteration 45Q: 3 clusters Score -2117194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2117196.250000 Penalty: 4787.906250
	Iteration 46Q: 3 clusters Score -2117196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2117205.250000 Penalty: 4787.906250
	Iteration 47Q: 3 clusters Score -2117205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2117208.250000 Penalty: 4787.906250
	Iteration 48Q: 3 clusters Score -2117208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2117215.750000 Penalty: 4787.906250
	Iteration 49Q: 3 clusters Score -2117216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2117217.500000 Penalty: 4787.906250
	Iteration 50Q: 3 clusters Score -2117218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2117218.500000 Penalty: 4787.906250
	Iteration 51Q: 3 clusters Score -2117218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2117219.750000 Penalty: 4787.906250
	Iteration 52Q: 3 clusters Score -2117220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2117227.500000 Penalty: 4787.906250
	Iteration 53Q: 3 clusters Score -2117228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2117226.500000 Penalty: 4787.906250
	Iteration 54Q: 3 clusters Score -2117226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2117230.500000 Penalty: 4787.906250
	Iteration 55Q: 3 clusters Score -2117230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2117231.500000 Penalty: 4787.906250
	Iteration 56Q: 3 clusters Score -2117232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2117234.000000 Penalty: 4787.906250
	Iteration 57Q: 3 clusters Score -2117234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2117238.500000 Penalty: 4787.906250
	Iteration 58Q: 3 clusters Score -2117238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2117237.250000 Penalty: 4787.906250
	Iteration 59Q: 3 clusters Score -2117237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2117243.750000 Penalty: 4787.906250
	Iteration 60F: 3 clusters Score -2117244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2117245.000000 Penalty: 4787.906250
	Iteration 61Q: 3 clusters Score -2117245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2117243.750000 Penalty: 4787.906250
	Iteration 62Q: 3 clusters Score -2117244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2117246.500000 Penalty: 4787.906250
	Iteration 63Q: 3 clusters Score -2117246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2117244.750000 Penalty: 4787.906250
	Iteration 64Q: 3 clusters Score -2117245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2117244.250000 Penalty: 4787.906250
	Iteration 65Q: 3 clusters Score -2117244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2117246.000000 Penalty: 4787.906250
	Iteration 66Q: 3 clusters Score -2117246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2117249.250000 Penalty: 4787.906250
	Iteration 67Q: 3 clusters Score -2117249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2117245.250000 Penalty: 4787.906250
	Iteration 68Q: 3 clusters Score -2117245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2117245.250000 Penalty: 4787.906250
	Iteration 69Q: 3 clusters Score -2117245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2117247.750000 Penalty: 4787.906250
	Iteration 70Q: 3 clusters Score -2117248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2117250.750000 Penalty: 4787.906250
	Iteration 71Q: 3 clusters Score -2117251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2117253.250000 Penalty: 4787.906250
	Iteration 72Q: 3 clusters Score -2117253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2117249.750000 Penalty: 4787.906250
	Iteration 73Q: 3 clusters Score -2117250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2117251.000000 Penalty: 4787.906250
	Iteration 74Q: 3 clusters Score -2117251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2117251.000000 Penalty: 4787.906250
	Iteration 75F: 3 clusters Score -2117251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (201023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201023 members 
Entering Unmasked Estep 
Score: -27940356.000000 Penalty: 3028.371338
	Iteration 0F: 2 clusters Score -2.794036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100366 members 
Mstep: Class 2 contains 100657 members 
Entering Unmasked Estep 
Score: -27815874.000000 Penalty: 6056.742676
	Iteration 0F: 3 clusters Score -2.781587e+07 nChanged 96473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96171 members 
Mstep: Class 2 contains 104852 members 
Entering Unmasked Estep 
Score: -27872082.000000 Penalty: 6056.742676
	Iteration 1F: 3 clusters Score -2.787208e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93737 members 
Mstep: Class 2 contains 107286 members 
Entering Unmasked Estep 
Score: -27873214.000000 Penalty: 6056.742676
	Iteration 2Q: 3 clusters Score -2.787321e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89972 members 
Mstep: Class 2 contains 111051 members 
Entering Unmasked Estep 
Score: -27874892.000000 Penalty: 6056.742676
	Iteration 3Q: 3 clusters Score -2.787489e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84278 members 
Mstep: Class 2 contains 116745 members 
Entering Unmasked Estep 
Score: -27877788.000000 Penalty: 6056.742676
	Iteration 4Q: 3 clusters Score -2.787779e+07 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76189 members 
Mstep: Class 2 contains 124834 members 
Entering Unmasked Estep 
Score: -27882388.000000 Penalty: 6056.742676
	Iteration 5Q: 3 clusters Score -2.788239e+07 nChanged 12140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65157 members 
Mstep: Class 2 contains 135866 members 
Entering Unmasked Estep 
Score: -27889726.000000 Penalty: 6056.742676
	Iteration 6F: 3 clusters Score -2.788973e+07 nChanged 14217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 149379 members 
Entering Unmasked Estep 
Score: -27899804.000000 Penalty: 6056.742676
	Iteration 7F: 3 clusters Score -2.78998e+07 nChanged 14163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 163004 members 
Entering Unmasked Estep 
Score: -27910878.000000 Penalty: 6056.742676
	Iteration 8F: 3 clusters Score -2.791088e+07 nChanged 11826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 174524 members 
Entering Unmasked Estep 
Score: -27919750.000000 Penalty: 6056.742676
	Iteration 9F: 3 clusters Score -2.791975e+07 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 182721 members 
Entering Unmasked Estep 
Score: -27925656.000000 Penalty: 6056.742676
	Iteration 10Q: 3 clusters Score -2.792566e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 188301 members 
Entering Unmasked Estep 
Score: -27929494.000000 Penalty: 6056.742676
	Iteration 11Q: 3 clusters Score -2.792949e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 192243 members 
Entering Unmasked Estep 
Score: -27932204.000000 Penalty: 6056.742676
	Iteration 12Q: 3 clusters Score -2.79322e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 195092 members 
Entering Unmasked Estep 
Score: -27933962.000000 Penalty: 6056.742676
	Iteration 13Q: 3 clusters Score -2.793396e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 197129 members 
Entering Unmasked Estep 
Score: -27935336.000000 Penalty: 6056.742676
	Iteration 14Q: 3 clusters Score -2.793534e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 198582 members 
Entering Unmasked Estep 
Score: -27936414.000000 Penalty: 6056.742676
	Iteration 15Q: 3 clusters Score -2.793641e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 199518 members 
Entering Unmasked Estep 
Score: -27937004.000000 Penalty: 6056.742676
	Iteration 16Q: 3 clusters Score -2.7937e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 200046 members 
Entering Unmasked Estep 
Score: -27937324.000000 Penalty: 6056.742676
	Iteration 17Q: 3 clusters Score -2.793732e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 200338 members 
Entering Unmasked Estep 
Score: -27937444.000000 Penalty: 6056.742676
	Iteration 18Q: 3 clusters Score -2.793744e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 200486 members 
Entering Unmasked Estep 
Score: -27937606.000000 Penalty: 6056.742676
	Iteration 19Q: 3 clusters Score -2.793761e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 200563 members 
Entering Unmasked Estep 
Score: -27937624.000000 Penalty: 6056.742676
	Iteration 20F: 3 clusters Score -2.793762e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 200609 members 
Entering Unmasked Estep 
Score: -27937606.000000 Penalty: 6056.742676
	Iteration 21Q: 3 clusters Score -2.793761e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 200634 members 
Entering Unmasked Estep 
Score: -27937622.000000 Penalty: 6056.742676
	Iteration 22Q: 3 clusters Score -2.793762e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 200647 members 
Entering Unmasked Estep 
Score: -27937652.000000 Penalty: 6056.742676
	Iteration 23Q: 3 clusters Score -2.793765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 200653 members 
Entering Unmasked Estep 
Score: -27937648.000000 Penalty: 6056.742676
	Iteration 24Q: 3 clusters Score -2.793765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 200657 members 
Entering Unmasked Estep 
Score: -27937664.000000 Penalty: 6056.742676
	Iteration 25Q: 3 clusters Score -2.793766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 200666 members 
Entering Unmasked Estep 
Score: -27937666.000000 Penalty: 6056.742676
	Iteration 26Q: 3 clusters Score -2.793767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 200673 members 
Entering Unmasked Estep 
Score: -27937676.000000 Penalty: 6056.742676
	Iteration 27Q: 3 clusters Score -2.793768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 200679 members 
Entering Unmasked Estep 
Score: -27937666.000000 Penalty: 6056.742676
	Iteration 28Q: 3 clusters Score -2.793767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 200683 members 
Entering Unmasked Estep 
Score: -27937662.000000 Penalty: 6056.742676
	Iteration 29Q: 3 clusters Score -2.793766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 200687 members 
Entering Unmasked Estep 
Score: -27937668.000000 Penalty: 6056.742676
	Iteration 30Q: 3 clusters Score -2.793767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 200691 members 
Entering Unmasked Estep 
Score: -27937688.000000 Penalty: 6056.742676
	Iteration 31Q: 3 clusters Score -2.793769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 200692 members 
Entering Unmasked Estep 
Score: -27937690.000000 Penalty: 6056.742676
	Iteration 32Q: 3 clusters Score -2.793769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 200696 members 
Entering Unmasked Estep 
Score: -27937712.000000 Penalty: 6056.742676
	Iteration 33Q: 3 clusters Score -2.793771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 200698 members 
Entering Unmasked Estep 
Score: -27937704.000000 Penalty: 6056.742676
	Iteration 34Q: 3 clusters Score -2.79377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 200700 members 
Entering Unmasked Estep 
Score: -27937694.000000 Penalty: 6056.742676
	Iteration 35Q: 3 clusters Score -2.793769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 200700 members 
Entering Unmasked Estep 
Score: -27937686.000000 Penalty: 6056.742676
	Iteration 36Q: 3 clusters Score -2.793769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 200702 members 
Entering Unmasked Estep 
Score: -27937694.000000 Penalty: 6056.742676
	Iteration 37Q: 3 clusters Score -2.793769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 200704 members 
Entering Unmasked Estep 
Score: -27937716.000000 Penalty: 6056.742676
	Iteration 38Q: 3 clusters Score -2.793772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 200704 members 
Entering Unmasked Estep 
Score: -27937716.000000 Penalty: 6056.742676
	Iteration 39F: 3 clusters Score -2.793772e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Entering Unmasked Estep 
Score: -706768.625000 Penalty: 2119.642822
	Iteration 0F: 2 clusters Score -706768.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -702143.187500 Penalty: 4239.285645
	Iteration 0F: 3 clusters Score -702143.2 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -703206.375000 Penalty: 4239.285645
	Iteration 1F: 3 clusters Score -703206.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -703404.500000 Penalty: 4239.285645
	Iteration 2F: 3 clusters Score -703404.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -703518.812500 Penalty: 4239.285645
	Iteration 3Q: 3 clusters Score -703518.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -703605.812500 Penalty: 4239.285645
	Iteration 4Q: 3 clusters Score -703605.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -703700.812500 Penalty: 4239.285645
	Iteration 5Q: 3 clusters Score -703700.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -703772.250000 Penalty: 4239.285645
	Iteration 6Q: 3 clusters Score -703772.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -703831.687500 Penalty: 4239.285645
	Iteration 7Q: 3 clusters Score -703831.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -703886.687500 Penalty: 4239.285645
	Iteration 8Q: 3 clusters Score -703886.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -703933.125000 Penalty: 4239.285645
	Iteration 9Q: 3 clusters Score -703933.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -703960.687500 Penalty: 4239.285645
	Iteration 10Q: 3 clusters Score -703960.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -703979.000000 Penalty: 4239.285645
	Iteration 11Q: 3 clusters Score -703979 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -703996.625000 Penalty: 4239.285645
	Iteration 12Q: 3 clusters Score -703996.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -704004.500000 Penalty: 4239.285645
	Iteration 13Q: 3 clusters Score -704004.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -704015.187500 Penalty: 4239.285645
	Iteration 14Q: 3 clusters Score -704015.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -704024.812500 Penalty: 4239.285645
	Iteration 15Q: 3 clusters Score -704024.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -704035.937500 Penalty: 4239.285645
	Iteration 16Q: 3 clusters Score -704035.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -704042.687500 Penalty: 4239.285645
	Iteration 17Q: 3 clusters Score -704042.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -704053.250000 Penalty: 4239.285645
	Iteration 18Q: 3 clusters Score -704053.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -704063.937500 Penalty: 4239.285645
	Iteration 19Q: 3 clusters Score -704063.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -704075.312500 Penalty: 4239.285645
	Iteration 20F: 3 clusters Score -704075.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -704088.562500 Penalty: 4239.285645
	Iteration 21Q: 3 clusters Score -704088.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -704098.625000 Penalty: 4239.285645
	Iteration 22Q: 3 clusters Score -704098.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -704111.312500 Penalty: 4239.285645
	Iteration 23Q: 3 clusters Score -704111.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -704122.500000 Penalty: 4239.285645
	Iteration 24Q: 3 clusters Score -704122.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -704133.062500 Penalty: 4239.285645
	Iteration 25Q: 3 clusters Score -704133.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -704146.125000 Penalty: 4239.285645
	Iteration 26Q: 3 clusters Score -704146.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -704160.000000 Penalty: 4239.285645
	Iteration 27Q: 3 clusters Score -704160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -704175.000000 Penalty: 4239.285645
	Iteration 28Q: 3 clusters Score -704175 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -704189.500000 Penalty: 4239.285645
	Iteration 29Q: 3 clusters Score -704189.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -704203.687500 Penalty: 4239.285645
	Iteration 30Q: 3 clusters Score -704203.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -704217.687500 Penalty: 4239.285645
	Iteration 31Q: 3 clusters Score -704217.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -704233.062500 Penalty: 4239.285645
	Iteration 32Q: 3 clusters Score -704233.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -704243.250000 Penalty: 4239.285645
	Iteration 33Q: 3 clusters Score -704243.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -704253.437500 Penalty: 4239.285645
	Iteration 34Q: 3 clusters Score -704253.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -704268.312500 Penalty: 4239.285645
	Iteration 35Q: 3 clusters Score -704268.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -704283.812500 Penalty: 4239.285645
	Iteration 36Q: 3 clusters Score -704283.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -704297.562500 Penalty: 4239.285645
	Iteration 37Q: 3 clusters Score -704297.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -704312.125000 Penalty: 4239.285645
	Iteration 38Q: 3 clusters Score -704312.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -704322.812500 Penalty: 4239.285645
	Iteration 39Q: 3 clusters Score -704322.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -704332.312500 Penalty: 4239.285645
	Iteration 40F: 3 clusters Score -704332.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -704340.750000 Penalty: 4239.285645
	Iteration 41Q: 3 clusters Score -704340.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -704348.187500 Penalty: 4239.285645
	Iteration 42Q: 3 clusters Score -704348.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -704355.812500 Penalty: 4239.285645
	Iteration 43Q: 3 clusters Score -704355.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -704363.937500 Penalty: 4239.285645
	Iteration 44Q: 3 clusters Score -704363.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -704371.750000 Penalty: 4239.285645
	Iteration 45Q: 3 clusters Score -704371.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -704383.687500 Penalty: 4239.285645
	Iteration 46Q: 3 clusters Score -704383.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -704392.312500 Penalty: 4239.285645
	Iteration 47Q: 3 clusters Score -704392.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -704404.937500 Penalty: 4239.285645
	Iteration 48Q: 3 clusters Score -704404.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -704415.812500 Penalty: 4239.285645
	Iteration 49Q: 3 clusters Score -704415.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -704424.937500 Penalty: 4239.285645
	Iteration 50Q: 3 clusters Score -704424.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -704434.437500 Penalty: 4239.285645
	Iteration 51Q: 3 clusters Score -704434.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -704443.812500 Penalty: 4239.285645
	Iteration 52Q: 3 clusters Score -704443.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -704450.062500 Penalty: 4239.285645
	Iteration 53Q: 3 clusters Score -704450.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -704458.437500 Penalty: 4239.285645
	Iteration 54Q: 3 clusters Score -704458.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -704469.062500 Penalty: 4239.285645
	Iteration 55Q: 3 clusters Score -704469.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -704474.625000 Penalty: 4239.285645
	Iteration 56Q: 3 clusters Score -704474.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -704485.625000 Penalty: 4239.285645
	Iteration 57Q: 3 clusters Score -704485.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -704499.687500 Penalty: 4239.285645
	Iteration 58Q: 3 clusters Score -704499.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -704514.562500 Penalty: 4239.285645
	Iteration 59Q: 3 clusters Score -704514.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -704527.625000 Penalty: 4239.285645
	Iteration 60F: 3 clusters Score -704527.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -704538.562500 Penalty: 4239.285645
	Iteration 61Q: 3 clusters Score -704538.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -704551.187500 Penalty: 4239.285645
	Iteration 62Q: 3 clusters Score -704551.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -704567.437500 Penalty: 4239.285645
	Iteration 63Q: 3 clusters Score -704567.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -704579.500000 Penalty: 4239.285645
	Iteration 64Q: 3 clusters Score -704579.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -704588.437500 Penalty: 4239.285645
	Iteration 65Q: 3 clusters Score -704588.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -704601.812500 Penalty: 4239.285645
	Iteration 66Q: 3 clusters Score -704601.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -704614.750000 Penalty: 4239.285645
	Iteration 67Q: 3 clusters Score -704614.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -704626.875000 Penalty: 4239.285645
	Iteration 68Q: 3 clusters Score -704626.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -704640.750000 Penalty: 4239.285645
	Iteration 69Q: 3 clusters Score -704640.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -704649.375000 Penalty: 4239.285645
	Iteration 70Q: 3 clusters Score -704649.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -704661.500000 Penalty: 4239.285645
	Iteration 71Q: 3 clusters Score -704661.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -704669.187500 Penalty: 4239.285645
	Iteration 72Q: 3 clusters Score -704669.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -704677.187500 Penalty: 4239.285645
	Iteration 73Q: 3 clusters Score -704677.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -704685.125000 Penalty: 4239.285645
	Iteration 74Q: 3 clusters Score -704685.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -704692.875000 Penalty: 4239.285645
	Iteration 75Q: 3 clusters Score -704692.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -704699.500000 Penalty: 4239.285645
	Iteration 76Q: 3 clusters Score -704699.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -704712.312500 Penalty: 4239.285645
	Iteration 77Q: 3 clusters Score -704712.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -704721.875000 Penalty: 4239.285645
	Iteration 78Q: 3 clusters Score -704721.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -704730.750000 Penalty: 4239.285645
	Iteration 79Q: 3 clusters Score -704730.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -704735.562500 Penalty: 4239.285645
	Iteration 80F: 3 clusters Score -704735.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -704739.375000 Penalty: 4239.285645
	Iteration 81Q: 3 clusters Score -704739.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -704748.687500 Penalty: 4239.285645
	Iteration 82Q: 3 clusters Score -704748.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -704760.625000 Penalty: 4239.285645
	Iteration 83Q: 3 clusters Score -704760.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -704776.812500 Penalty: 4239.285645
	Iteration 84Q: 3 clusters Score -704776.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -704790.125000 Penalty: 4239.285645
	Iteration 85Q: 3 clusters Score -704790.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -704804.937500 Penalty: 4239.285645
	Iteration 86Q: 3 clusters Score -704804.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -704820.312500 Penalty: 4239.285645
	Iteration 87Q: 3 clusters Score -704820.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -704830.000000 Penalty: 4239.285645
	Iteration 88Q: 3 clusters Score -704830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -704836.312500 Penalty: 4239.285645
	Iteration 89Q: 3 clusters Score -704836.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -704841.562500 Penalty: 4239.285645
	Iteration 90Q: 3 clusters Score -704841.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -704845.125000 Penalty: 4239.285645
	Iteration 91Q: 3 clusters Score -704845.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -704851.875000 Penalty: 4239.285645
	Iteration 92Q: 3 clusters Score -704851.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -704855.937500 Penalty: 4239.285645
	Iteration 93Q: 3 clusters Score -704855.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -704858.750000 Penalty: 4239.285645
	Iteration 94Q: 3 clusters Score -704858.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -704860.125000 Penalty: 4239.285645
	Iteration 95Q: 3 clusters Score -704860.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -704859.687500 Penalty: 4239.285645
	Iteration 96Q: 3 clusters Score -704859.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -704859.375000 Penalty: 4239.285645
	Iteration 97Q: 3 clusters Score -704859.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -704862.375000 Penalty: 4239.285645
	Iteration 98Q: 3 clusters Score -704862.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -704868.125000 Penalty: 4239.285645
	Iteration 99Q: 3 clusters Score -704868.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -704868.250000 Penalty: 4239.285645
	Iteration 100F: 3 clusters Score -704868.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -704870.187500 Penalty: 4239.285645
	Iteration 101Q: 3 clusters Score -704870.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -704874.937500 Penalty: 4239.285645
	Iteration 102Q: 3 clusters Score -704874.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -704877.000000 Penalty: 4239.285645
	Iteration 103Q: 3 clusters Score -704877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -704878.687500 Penalty: 4239.285645
	Iteration 104Q: 3 clusters Score -704878.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -704884.125000 Penalty: 4239.285645
	Iteration 105Q: 3 clusters Score -704884.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -704885.250000 Penalty: 4239.285645
	Iteration 106Q: 3 clusters Score -704885.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -704885.250000 Penalty: 4239.285645
	Iteration 107F: 3 clusters Score -704885.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Entering Unmasked Estep 
Score: -1007979.062500 Penalty: 2213.281738
	Iteration 0F: 2 clusters Score -1007979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1001935.375000 Penalty: 4426.563477
	Iteration 0F: 3 clusters Score -1001935 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1003646.062500 Penalty: 4426.563477
	Iteration 1F: 3 clusters Score -1003646 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1003964.625000 Penalty: 4426.563477
	Iteration 2F: 3 clusters Score -1003965 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1004269.500000 Penalty: 4426.563477
	Iteration 3F: 3 clusters Score -1004270 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1004527.750000 Penalty: 4426.563477
	Iteration 4F: 3 clusters Score -1004528 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1004750.062500 Penalty: 4426.563477
	Iteration 5Q: 3 clusters Score -1004750 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1004985.125000 Penalty: 4426.563477
	Iteration 6Q: 3 clusters Score -1004985 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1005198.000000 Penalty: 4426.563477
	Iteration 7Q: 3 clusters Score -1005198 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1005395.562500 Penalty: 4426.563477
	Iteration 8Q: 3 clusters Score -1005396 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1005564.687500 Penalty: 4426.563477
	Iteration 9Q: 3 clusters Score -1005565 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1005714.812500 Penalty: 4426.563477
	Iteration 10Q: 3 clusters Score -1005715 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1005830.937500 Penalty: 4426.563477
	Iteration 11Q: 3 clusters Score -1005831 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1005925.375000 Penalty: 4426.563477
	Iteration 12Q: 3 clusters Score -1005925 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1006007.562500 Penalty: 4426.563477
	Iteration 13Q: 3 clusters Score -1006008 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1006100.375000 Penalty: 4426.563477
	Iteration 14Q: 3 clusters Score -1006100 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1006200.437500 Penalty: 4426.563477
	Iteration 15Q: 3 clusters Score -1006200 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1006300.187500 Penalty: 4426.563477
	Iteration 16Q: 3 clusters Score -1006300 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1006448.937500 Penalty: 4426.563477
	Iteration 17Q: 3 clusters Score -1006449 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1006555.687500 Penalty: 4426.563477
	Iteration 18Q: 3 clusters Score -1006556 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1006619.437500 Penalty: 4426.563477
	Iteration 19Q: 3 clusters Score -1006619 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1006658.562500 Penalty: 4426.563477
	Iteration 20F: 3 clusters Score -1006659 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1006690.125000 Penalty: 4426.563477
	Iteration 21Q: 3 clusters Score -1006690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1006710.687500 Penalty: 4426.563477
	Iteration 22Q: 3 clusters Score -1006711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1006719.187500 Penalty: 4426.563477
	Iteration 23Q: 3 clusters Score -1006719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1006724.562500 Penalty: 4426.563477
	Iteration 24Q: 3 clusters Score -1006725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1006730.312500 Penalty: 4426.563477
	Iteration 25Q: 3 clusters Score -1006730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1006733.250000 Penalty: 4426.563477
	Iteration 26Q: 3 clusters Score -1006733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1006734.687500 Penalty: 4426.563477
	Iteration 27Q: 3 clusters Score -1006735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1006734.687500 Penalty: 4426.563477
	Iteration 28F: 3 clusters Score -1006735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -963765.000000 Penalty: 2202.005615
	Iteration 0F: 2 clusters Score -963765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -957875.625000 Penalty: 4404.011230
	Iteration 0F: 3 clusters Score -957875.6 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -959607.687500 Penalty: 4404.011230
	Iteration 1F: 3 clusters Score -959607.7 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -960086.000000 Penalty: 4404.011230
	Iteration 2F: 3 clusters Score -960086 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -960500.937500 Penalty: 4404.011230
	Iteration 3F: 3 clusters Score -960500.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -960860.187500 Penalty: 4404.011230
	Iteration 4F: 3 clusters Score -960860.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -961177.062500 Penalty: 4404.011230
	Iteration 5F: 3 clusters Score -961177.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -961407.875000 Penalty: 4404.011230
	Iteration 6Q: 3 clusters Score -961407.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -961569.125000 Penalty: 4404.011230
	Iteration 7Q: 3 clusters Score -961569.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -961707.250000 Penalty: 4404.011230
	Iteration 8Q: 3 clusters Score -961707.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -961820.937500 Penalty: 4404.011230
	Iteration 9Q: 3 clusters Score -961820.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -961901.375000 Penalty: 4404.011230
	Iteration 10Q: 3 clusters Score -961901.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -961971.312500 Penalty: 4404.011230
	Iteration 11Q: 3 clusters Score -961971.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -962023.437500 Penalty: 4404.011230
	Iteration 12Q: 3 clusters Score -962023.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -962065.187500 Penalty: 4404.011230
	Iteration 13Q: 3 clusters Score -962065.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -962099.750000 Penalty: 4404.011230
	Iteration 14Q: 3 clusters Score -962099.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -962125.812500 Penalty: 4404.011230
	Iteration 15Q: 3 clusters Score -962125.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -962148.625000 Penalty: 4404.011230
	Iteration 16Q: 3 clusters Score -962148.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -962158.437500 Penalty: 4404.011230
	Iteration 17Q: 3 clusters Score -962158.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -962167.875000 Penalty: 4404.011230
	Iteration 18Q: 3 clusters Score -962167.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -962179.937500 Penalty: 4404.011230
	Iteration 19Q: 3 clusters Score -962179.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -962197.937500 Penalty: 4404.011230
	Iteration 20F: 3 clusters Score -962197.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -962215.375000 Penalty: 4404.011230
	Iteration 21Q: 3 clusters Score -962215.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -962227.750000 Penalty: 4404.011230
	Iteration 22Q: 3 clusters Score -962227.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -962238.937500 Penalty: 4404.011230
	Iteration 23Q: 3 clusters Score -962238.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -962246.562500 Penalty: 4404.011230
	Iteration 24Q: 3 clusters Score -962246.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -962263.625000 Penalty: 4404.011230
	Iteration 25Q: 3 clusters Score -962263.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -962272.625000 Penalty: 4404.011230
	Iteration 26Q: 3 clusters Score -962272.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -962289.750000 Penalty: 4404.011230
	Iteration 27Q: 3 clusters Score -962289.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -962297.875000 Penalty: 4404.011230
	Iteration 28Q: 3 clusters Score -962297.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -962307.625000 Penalty: 4404.011230
	Iteration 29Q: 3 clusters Score -962307.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -962318.250000 Penalty: 4404.011230
	Iteration 30Q: 3 clusters Score -962318.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -962325.625000 Penalty: 4404.011230
	Iteration 31Q: 3 clusters Score -962325.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -962333.937500 Penalty: 4404.011230
	Iteration 32Q: 3 clusters Score -962333.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -962338.500000 Penalty: 4404.011230
	Iteration 33Q: 3 clusters Score -962338.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -962349.312500 Penalty: 4404.011230
	Iteration 34Q: 3 clusters Score -962349.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -962352.125000 Penalty: 4404.011230
	Iteration 35Q: 3 clusters Score -962352.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -962355.625000 Penalty: 4404.011230
	Iteration 36Q: 3 clusters Score -962355.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -962357.062500 Penalty: 4404.011230
	Iteration 37Q: 3 clusters Score -962357.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -962361.687500 Penalty: 4404.011230
	Iteration 38Q: 3 clusters Score -962361.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -962363.312500 Penalty: 4404.011230
	Iteration 39Q: 3 clusters Score -962363.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -962361.625000 Penalty: 4404.011230
	Iteration 40F: 3 clusters Score -962361.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -962363.875000 Penalty: 4404.011230
	Iteration 41Q: 3 clusters Score -962363.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -962364.750000 Penalty: 4404.011230
	Iteration 42Q: 3 clusters Score -962364.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -962365.000000 Penalty: 4404.011230
	Iteration 43Q: 3 clusters Score -962365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -962365.687500 Penalty: 4404.011230
	Iteration 44Q: 3 clusters Score -962365.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -962366.375000 Penalty: 4404.011230
	Iteration 45Q: 3 clusters Score -962366.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -962371.062500 Penalty: 4404.011230
	Iteration 46Q: 3 clusters Score -962371.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -962370.250000 Penalty: 4404.011230
	Iteration 47Q: 3 clusters Score -962370.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -962372.187500 Penalty: 4404.011230
	Iteration 48Q: 3 clusters Score -962372.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -962373.750000 Penalty: 4404.011230
	Iteration 49Q: 3 clusters Score -962373.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -962372.187500 Penalty: 4404.011230
	Iteration 50Q: 3 clusters Score -962372.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -962372.562500 Penalty: 4404.011230
	Iteration 51Q: 3 clusters Score -962372.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -962372.562500 Penalty: 4404.011230
	Iteration 52F: 3 clusters Score -962372.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Entering Unmasked Estep 
Score: -750397.562500 Penalty: 2157.024414
	Iteration 0F: 2 clusters Score -750397.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -745250.437500 Penalty: 4314.048828
	Iteration 0F: 3 clusters Score -745250.4 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -746880.000000 Penalty: 4314.048828
	Iteration 1F: 3 clusters Score -746880 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -747442.250000 Penalty: 4314.048828
	Iteration 2F: 3 clusters Score -747442.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -747863.312500 Penalty: 4314.048828
	Iteration 3F: 3 clusters Score -747863.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -748192.937500 Penalty: 4314.048828
	Iteration 4F: 3 clusters Score -748192.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -748500.812500 Penalty: 4314.048828
	Iteration 5F: 3 clusters Score -748500.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -748803.312500 Penalty: 4314.048828
	Iteration 6F: 3 clusters Score -748803.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -749063.437500 Penalty: 4314.048828
	Iteration 7Q: 3 clusters Score -749063.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -749273.437500 Penalty: 4314.048828
	Iteration 8Q: 3 clusters Score -749273.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -749449.875000 Penalty: 4314.048828
	Iteration 9Q: 3 clusters Score -749449.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -749604.062500 Penalty: 4314.048828
	Iteration 10Q: 3 clusters Score -749604.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -749719.062500 Penalty: 4314.048828
	Iteration 11Q: 3 clusters Score -749719.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -749825.125000 Penalty: 4314.048828
	Iteration 12Q: 3 clusters Score -749825.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -749921.562500 Penalty: 4314.048828
	Iteration 13Q: 3 clusters Score -749921.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -750001.562500 Penalty: 4314.048828
	Iteration 14Q: 3 clusters Score -750001.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -750075.437500 Penalty: 4314.048828
	Iteration 15Q: 3 clusters Score -750075.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -750143.687500 Penalty: 4314.048828
	Iteration 16Q: 3 clusters Score -750143.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -750187.312500 Penalty: 4314.048828
	Iteration 17Q: 3 clusters Score -750187.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -750231.250000 Penalty: 4314.048828
	Iteration 18Q: 3 clusters Score -750231.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -750264.312500 Penalty: 4314.048828
	Iteration 19Q: 3 clusters Score -750264.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -750290.562500 Penalty: 4314.048828
	Iteration 20F: 3 clusters Score -750290.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -750321.937500 Penalty: 4314.048828
	Iteration 21Q: 3 clusters Score -750321.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -750344.937500 Penalty: 4314.048828
	Iteration 22Q: 3 clusters Score -750344.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -750366.687500 Penalty: 4314.048828
	Iteration 23Q: 3 clusters Score -750366.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -750396.687500 Penalty: 4314.048828
	Iteration 24Q: 3 clusters Score -750396.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -750440.750000 Penalty: 4314.048828
	Iteration 25Q: 3 clusters Score -750440.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -750501.062500 Penalty: 4314.048828
	Iteration 26Q: 3 clusters Score -750501.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -750535.375000 Penalty: 4314.048828
	Iteration 27Q: 3 clusters Score -750535.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -750554.062500 Penalty: 4314.048828
	Iteration 28Q: 3 clusters Score -750554.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -750561.562500 Penalty: 4314.048828
	Iteration 29Q: 3 clusters Score -750561.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -750562.937500 Penalty: 4314.048828
	Iteration 30Q: 3 clusters Score -750562.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -750565.812500 Penalty: 4314.048828
	Iteration 31Q: 3 clusters Score -750565.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -750566.250000 Penalty: 4314.048828
	Iteration 32Q: 3 clusters Score -750566.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -750568.500000 Penalty: 4314.048828
	Iteration 33Q: 3 clusters Score -750568.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -750568.687500 Penalty: 4314.048828
	Iteration 34Q: 3 clusters Score -750568.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -750569.312500 Penalty: 4314.048828
	Iteration 35Q: 3 clusters Score -750569.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -750570.437500 Penalty: 4314.048828
	Iteration 36Q: 3 clusters Score -750570.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -750570.437500 Penalty: 4314.048828
	Iteration 37F: 3 clusters Score -750570.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23462 members 
Mstep: Class 4 contains 14474 members 
Mstep: Class 5 contains 49857 members 
Mstep: Class 6 contains 3984 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 8 contains 201023 members 
Mstep: Class 9 contains 5151 members 
Mstep: Class 10 contains 7514 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 3439 members 
Mstep: Class 13 contains 10982 members 
Mstep: Class 14 contains 9261 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24656 members 
Mstep: Class 17 contains 2932 members 
Mstep: Class 18 contains 143191 members 
Mstep: Class 19 contains 155869 members 
Mstep: Class 20 contains 32151 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38153 members 
Mstep: Class 23 contains 18015 members 
Mstep: Class 24 contains 48046 members 
Mstep: Class 25 contains 69315 members 
Mstep: Class 26 contains 43415 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47927 members 
Mstep: Class 30 contains 296 members 
Mstep: Class 31 contains 2550 members 
Entering Unmasked Estep 
Score: -142952880.000000 Penalty: 106614.398438
Splitting cluster 12 changes total score from -142953920.000000 to -142952880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (10982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Entering Unmasked Estep 
Score: -1530854.875000 Penalty: 2307.395264
	Iteration 0F: 2 clusters Score -1530855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1522585.875000 Penalty: 4614.790527
	Iteration 0F: 3 clusters Score -1522586 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1524973.625000 Penalty: 4614.790527
	Iteration 1F: 3 clusters Score -1524974 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1525270.750000 Penalty: 4614.790527
	Iteration 2F: 3 clusters Score -1525271 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1525465.500000 Penalty: 4614.790527
	Iteration 3Q: 3 clusters Score -1525466 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1525614.750000 Penalty: 4614.790527
	Iteration 4Q: 3 clusters Score -1525615 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1525767.125000 Penalty: 4614.790527
	Iteration 5Q: 3 clusters Score -1525767 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1525936.000000 Penalty: 4614.790527
	Iteration 6Q: 3 clusters Score -1525936 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1526135.500000 Penalty: 4614.790527
	Iteration 7Q: 3 clusters Score -1526136 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1526369.500000 Penalty: 4614.790527
	Iteration 8Q: 3 clusters Score -1526370 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1526628.250000 Penalty: 4614.790527
	Iteration 9Q: 3 clusters Score -1526628 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1526957.000000 Penalty: 4614.790527
	Iteration 10Q: 3 clusters Score -1526957 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1527339.500000 Penalty: 4614.790527
	Iteration 11Q: 3 clusters Score -1527340 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1527709.750000 Penalty: 4614.790527
	Iteration 12Q: 3 clusters Score -1527710 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1528033.750000 Penalty: 4614.790527
	Iteration 13Q: 3 clusters Score -1528034 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1528261.750000 Penalty: 4614.790527
	Iteration 14Q: 3 clusters Score -1528262 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1528430.250000 Penalty: 4614.790527
	Iteration 15Q: 3 clusters Score -1528430 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1528546.375000 Penalty: 4614.790527
	Iteration 16Q: 3 clusters Score -1528546 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1528613.875000 Penalty: 4614.790527
	Iteration 17Q: 3 clusters Score -1528614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1528671.625000 Penalty: 4614.790527
	Iteration 18Q: 3 clusters Score -1528672 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1528718.250000 Penalty: 4614.790527
	Iteration 19Q: 3 clusters Score -1528718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1528751.875000 Penalty: 4614.790527
	Iteration 20F: 3 clusters Score -1528752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1528761.250000 Penalty: 4614.790527
	Iteration 21Q: 3 clusters Score -1528761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1528772.250000 Penalty: 4614.790527
	Iteration 22Q: 3 clusters Score -1528772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1528778.125000 Penalty: 4614.790527
	Iteration 23Q: 3 clusters Score -1528778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1528790.000000 Penalty: 4614.790527
	Iteration 24Q: 3 clusters Score -1528790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1528798.125000 Penalty: 4614.790527
	Iteration 25Q: 3 clusters Score -1528798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1528803.500000 Penalty: 4614.790527
	Iteration 26Q: 3 clusters Score -1528804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1528810.250000 Penalty: 4614.790527
	Iteration 27Q: 3 clusters Score -1528810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1528809.000000 Penalty: 4614.790527
	Iteration 28Q: 3 clusters Score -1528809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1528811.250000 Penalty: 4614.790527
	Iteration 29Q: 3 clusters Score -1528811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1528812.625000 Penalty: 4614.790527
	Iteration 30Q: 3 clusters Score -1528813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1528812.625000 Penalty: 4614.790527
	Iteration 31F: 3 clusters Score -1528813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Entering Unmasked Estep 
Score: -1250298.875000 Penalty: 2265.124512
	Iteration 0F: 2 clusters Score -1250299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1243038.375000 Penalty: 4530.249023
	Iteration 0F: 3 clusters Score -1243038 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1245125.750000 Penalty: 4530.249023
	Iteration 1F: 3 clusters Score -1245126 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1245490.125000 Penalty: 4530.249023
	Iteration 2F: 3 clusters Score -1245490 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1245900.375000 Penalty: 4530.249023
	Iteration 3F: 3 clusters Score -1245900 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1246379.250000 Penalty: 4530.249023
	Iteration 4F: 3 clusters Score -1246379 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1246975.375000 Penalty: 4530.249023
	Iteration 5F: 3 clusters Score -1246975 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1247567.375000 Penalty: 4530.249023
	Iteration 6F: 3 clusters Score -1247567 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1248093.750000 Penalty: 4530.249023
	Iteration 7F: 3 clusters Score -1248094 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1248531.875000 Penalty: 4530.249023
	Iteration 8F: 3 clusters Score -1248532 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1248921.250000 Penalty: 4530.249023
	Iteration 9Q: 3 clusters Score -1248921 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1249286.375000 Penalty: 4530.249023
	Iteration 10Q: 3 clusters Score -1249286 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1249535.625000 Penalty: 4530.249023
	Iteration 11Q: 3 clusters Score -1249536 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1249662.750000 Penalty: 4530.249023
	Iteration 12Q: 3 clusters Score -1249663 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1249747.625000 Penalty: 4530.249023
	Iteration 13Q: 3 clusters Score -1249748 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1249808.250000 Penalty: 4530.249023
	Iteration 14Q: 3 clusters Score -1249808 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1249844.000000 Penalty: 4530.249023
	Iteration 15Q: 3 clusters Score -1249844 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1249861.875000 Penalty: 4530.249023
	Iteration 16Q: 3 clusters Score -1249862 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1249883.375000 Penalty: 4530.249023
	Iteration 17Q: 3 clusters Score -1249883 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1249901.500000 Penalty: 4530.249023
	Iteration 18Q: 3 clusters Score -1249902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1249910.500000 Penalty: 4530.249023
	Iteration 19Q: 3 clusters Score -1249910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1249921.750000 Penalty: 4530.249023
	Iteration 20F: 3 clusters Score -1249922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1249933.125000 Penalty: 4530.249023
	Iteration 21Q: 3 clusters Score -1249933 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1249940.875000 Penalty: 4530.249023
	Iteration 22Q: 3 clusters Score -1249941 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1249949.750000 Penalty: 4530.249023
	Iteration 23Q: 3 clusters Score -1249950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1249956.375000 Penalty: 4530.249023
	Iteration 24Q: 3 clusters Score -1249956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1249963.875000 Penalty: 4530.249023
	Iteration 25Q: 3 clusters Score -1249964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1249966.375000 Penalty: 4530.249023
	Iteration 26Q: 3 clusters Score -1249966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1249970.125000 Penalty: 4530.249023
	Iteration 27Q: 3 clusters Score -1249970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1249974.250000 Penalty: 4530.249023
	Iteration 28Q: 3 clusters Score -1249974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1249978.125000 Penalty: 4530.249023
	Iteration 29Q: 3 clusters Score -1249978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1249981.250000 Penalty: 4530.249023
	Iteration 30Q: 3 clusters Score -1249981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1249978.625000 Penalty: 4530.249023
	Iteration 31Q: 3 clusters Score -1249979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1249982.250000 Penalty: 4530.249023
	Iteration 32Q: 3 clusters Score -1249982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1249987.875000 Penalty: 4530.249023
	Iteration 33Q: 3 clusters Score -1249988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1249994.250000 Penalty: 4530.249023
	Iteration 34Q: 3 clusters Score -1249994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1249994.125000 Penalty: 4530.249023
	Iteration 35Q: 3 clusters Score -1249994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1250004.750000 Penalty: 4530.249023
	Iteration 36Q: 3 clusters Score -1250005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1250011.875000 Penalty: 4530.249023
	Iteration 37Q: 3 clusters Score -1250012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1250015.250000 Penalty: 4530.249023
	Iteration 38Q: 3 clusters Score -1250015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1250020.500000 Penalty: 4530.249023
	Iteration 39Q: 3 clusters Score -1250020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1250022.375000 Penalty: 4530.249023
	Iteration 40F: 3 clusters Score -1250022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1250026.375000 Penalty: 4530.249023
	Iteration 41Q: 3 clusters Score -1250026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1250025.375000 Penalty: 4530.249023
	Iteration 42Q: 3 clusters Score -1250025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1250026.250000 Penalty: 4530.249023
	Iteration 43Q: 3 clusters Score -1250026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1250029.875000 Penalty: 4530.249023
	Iteration 44Q: 3 clusters Score -1250030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1250028.125000 Penalty: 4530.249023
	Iteration 45Q: 3 clusters Score -1250028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1250028.500000 Penalty: 4530.249023
	Iteration 46Q: 3 clusters Score -1250028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1250028.500000 Penalty: 4530.249023
	Iteration 47F: 3 clusters Score -1250028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Entering Unmasked Estep 
Score: -1141306.500000 Penalty: 2239.325195
	Iteration 0F: 2 clusters Score -1141306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1134767.250000 Penalty: 4478.650391
	Iteration 0F: 3 clusters Score -1134767 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1136630.250000 Penalty: 4478.650391
	Iteration 1F: 3 clusters Score -1136630 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1136931.750000 Penalty: 4478.650391
	Iteration 2F: 3 clusters Score -1136932 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1137115.000000 Penalty: 4478.650391
	Iteration 3F: 3 clusters Score -1137115 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1137226.125000 Penalty: 4478.650391
	Iteration 4Q: 3 clusters Score -1137226 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1137304.500000 Penalty: 4478.650391
	Iteration 5Q: 3 clusters Score -1137304 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1137366.625000 Penalty: 4478.650391
	Iteration 6Q: 3 clusters Score -1137367 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1137421.750000 Penalty: 4478.650391
	Iteration 7Q: 3 clusters Score -1137422 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1137485.625000 Penalty: 4478.650391
	Iteration 8Q: 3 clusters Score -1137486 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1137550.625000 Penalty: 4478.650391
	Iteration 9Q: 3 clusters Score -1137551 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1137628.750000 Penalty: 4478.650391
	Iteration 10Q: 3 clusters Score -1137629 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1137722.625000 Penalty: 4478.650391
	Iteration 11Q: 3 clusters Score -1137723 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1137842.875000 Penalty: 4478.650391
	Iteration 12Q: 3 clusters Score -1137843 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1138003.250000 Penalty: 4478.650391
	Iteration 13Q: 3 clusters Score -1138003 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1138205.375000 Penalty: 4478.650391
	Iteration 14Q: 3 clusters Score -1138205 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1138436.500000 Penalty: 4478.650391
	Iteration 15Q: 3 clusters Score -1138436 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1138655.250000 Penalty: 4478.650391
	Iteration 16Q: 3 clusters Score -1138655 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1138875.375000 Penalty: 4478.650391
	Iteration 17Q: 3 clusters Score -1138875 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1139037.875000 Penalty: 4478.650391
	Iteration 18Q: 3 clusters Score -1139038 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1139188.375000 Penalty: 4478.650391
	Iteration 19Q: 3 clusters Score -1139188 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1139301.000000 Penalty: 4478.650391
	Iteration 20F: 3 clusters Score -1139301 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1139386.125000 Penalty: 4478.650391
	Iteration 21Q: 3 clusters Score -1139386 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1139449.625000 Penalty: 4478.650391
	Iteration 22Q: 3 clusters Score -1139450 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1139488.875000 Penalty: 4478.650391
	Iteration 23Q: 3 clusters Score -1139489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1139522.500000 Penalty: 4478.650391
	Iteration 24Q: 3 clusters Score -1139522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1139541.125000 Penalty: 4478.650391
	Iteration 25Q: 3 clusters Score -1139541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1139564.750000 Penalty: 4478.650391
	Iteration 26Q: 3 clusters Score -1139565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1139572.625000 Penalty: 4478.650391
	Iteration 27Q: 3 clusters Score -1139573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1139579.750000 Penalty: 4478.650391
	Iteration 28Q: 3 clusters Score -1139580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1139585.125000 Penalty: 4478.650391
	Iteration 29Q: 3 clusters Score -1139585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1139595.375000 Penalty: 4478.650391
	Iteration 30Q: 3 clusters Score -1139595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1139605.125000 Penalty: 4478.650391
	Iteration 31Q: 3 clusters Score -1139605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1139614.125000 Penalty: 4478.650391
	Iteration 32Q: 3 clusters Score -1139614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1139615.500000 Penalty: 4478.650391
	Iteration 33Q: 3 clusters Score -1139616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1139621.250000 Penalty: 4478.650391
	Iteration 34Q: 3 clusters Score -1139621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1139625.125000 Penalty: 4478.650391
	Iteration 35Q: 3 clusters Score -1139625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1139626.000000 Penalty: 4478.650391
	Iteration 36Q: 3 clusters Score -1139626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1139625.500000 Penalty: 4478.650391
	Iteration 37Q: 3 clusters Score -1139626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1139626.375000 Penalty: 4478.650391
	Iteration 38Q: 3 clusters Score -1139626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1139627.250000 Penalty: 4478.650391
	Iteration 39Q: 3 clusters Score -1139627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1139627.250000 Penalty: 4478.650391
	Iteration 40F: 3 clusters Score -1139627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Entering Unmasked Estep 
Score: -3371241.750000 Penalty: 2507.968506
	Iteration 0F: 2 clusters Score -3371242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -3354087.500000 Penalty: 5015.937012
	Iteration 0F: 3 clusters Score -3354088 nChanged 11132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -3360280.000000 Penalty: 5015.937012
	Iteration 1F: 3 clusters Score -3360280 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -3360962.250000 Penalty: 5015.937012
	Iteration 2F: 3 clusters Score -3360962 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -3361717.250000 Penalty: 5015.937012
	Iteration 3F: 3 clusters Score -3361717 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -3362687.250000 Penalty: 5015.937012
	Iteration 4F: 3 clusters Score -3362687 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3363826.750000 Penalty: 5015.937012
	Iteration 5F: 3 clusters Score -3363827 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3365033.000000 Penalty: 5015.937012
	Iteration 6F: 3 clusters Score -3365033 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -3366266.000000 Penalty: 5015.937012
	Iteration 7F: 3 clusters Score -3366266 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -3367278.250000 Penalty: 5015.937012
	Iteration 8F: 3 clusters Score -3367278 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -3368089.250000 Penalty: 5015.937012
	Iteration 9Q: 3 clusters Score -3368089 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -3368595.250000 Penalty: 5015.937012
	Iteration 10Q: 3 clusters Score -3368595 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -3368911.750000 Penalty: 5015.937012
	Iteration 11Q: 3 clusters Score -3368912 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -3369076.750000 Penalty: 5015.937012
	Iteration 12Q: 3 clusters Score -3369077 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -3369156.500000 Penalty: 5015.937012
	Iteration 13Q: 3 clusters Score -3369156 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -3369218.500000 Penalty: 5015.937012
	Iteration 14Q: 3 clusters Score -3369218 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -3369271.750000 Penalty: 5015.937012
	Iteration 15Q: 3 clusters Score -3369272 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -3369321.500000 Penalty: 5015.937012
	Iteration 16Q: 3 clusters Score -3369322 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -3369363.750000 Penalty: 5015.937012
	Iteration 17Q: 3 clusters Score -3369364 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -3369385.750000 Penalty: 5015.937012
	Iteration 18Q: 3 clusters Score -3369386 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -3369424.750000 Penalty: 5015.937012
	Iteration 19Q: 3 clusters Score -3369425 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -3369444.750000 Penalty: 5015.937012
	Iteration 20F: 3 clusters Score -3369445 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -3369478.750000 Penalty: 5015.937012
	Iteration 21Q: 3 clusters Score -3369479 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -3369509.500000 Penalty: 5015.937012
	Iteration 22Q: 3 clusters Score -3369510 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -3369536.000000 Penalty: 5015.937012
	Iteration 23Q: 3 clusters Score -3369536 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -3369577.250000 Penalty: 5015.937012
	Iteration 24Q: 3 clusters Score -3369577 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -3369621.000000 Penalty: 5015.937012
	Iteration 25Q: 3 clusters Score -3369621 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -3369678.250000 Penalty: 5015.937012
	Iteration 26Q: 3 clusters Score -3369678 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -3369728.250000 Penalty: 5015.937012
	Iteration 27Q: 3 clusters Score -3369728 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -3369778.500000 Penalty: 5015.937012
	Iteration 28Q: 3 clusters Score -3369778 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -3369829.000000 Penalty: 5015.937012
	Iteration 29Q: 3 clusters Score -3369829 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -3369877.250000 Penalty: 5015.937012
	Iteration 30Q: 3 clusters Score -3369877 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -3369951.500000 Penalty: 5015.937012
	Iteration 31Q: 3 clusters Score -3369952 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -3370018.250000 Penalty: 5015.937012
	Iteration 32Q: 3 clusters Score -3370018 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -3370098.250000 Penalty: 5015.937012
	Iteration 33Q: 3 clusters Score -3370098 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -3370170.250000 Penalty: 5015.937012
	Iteration 34Q: 3 clusters Score -3370170 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -3370235.500000 Penalty: 5015.937012
	Iteration 35Q: 3 clusters Score -3370236 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -3370316.250000 Penalty: 5015.937012
	Iteration 36Q: 3 clusters Score -3370316 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -3370403.250000 Penalty: 5015.937012
	Iteration 37Q: 3 clusters Score -3370403 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -3370474.500000 Penalty: 5015.937012
	Iteration 38Q: 3 clusters Score -3370474 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -3370549.750000 Penalty: 5015.937012
	Iteration 39Q: 3 clusters Score -3370550 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -3370606.250000 Penalty: 5015.937012
	Iteration 40F: 3 clusters Score -3370606 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -3370675.500000 Penalty: 5015.937012
	Iteration 41Q: 3 clusters Score -3370676 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -3370742.250000 Penalty: 5015.937012
	Iteration 42Q: 3 clusters Score -3370742 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -3370797.000000 Penalty: 5015.937012
	Iteration 43Q: 3 clusters Score -3370797 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -3370851.500000 Penalty: 5015.937012
	Iteration 44Q: 3 clusters Score -3370852 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -3370897.500000 Penalty: 5015.937012
	Iteration 45Q: 3 clusters Score -3370898 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -3370942.000000 Penalty: 5015.937012
	Iteration 46Q: 3 clusters Score -3370942 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3370959.000000 Penalty: 5015.937012
	Iteration 47Q: 3 clusters Score -3370959 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -3370978.750000 Penalty: 5015.937012
	Iteration 48Q: 3 clusters Score -3370979 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -3371001.250000 Penalty: 5015.937012
	Iteration 49Q: 3 clusters Score -3371001 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -3371006.250000 Penalty: 5015.937012
	Iteration 50Q: 3 clusters Score -3371006 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -3371012.750000 Penalty: 5015.937012
	Iteration 51Q: 3 clusters Score -3371013 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -3371009.250000 Penalty: 5015.937012
	Iteration 52Q: 3 clusters Score -3371009 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -3371017.250000 Penalty: 5015.937012
	Iteration 53Q: 3 clusters Score -3371017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -3371018.250000 Penalty: 5015.937012
	Iteration 54Q: 3 clusters Score -3371018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -3371016.750000 Penalty: 5015.937012
	Iteration 55Q: 3 clusters Score -3371017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -3371023.250000 Penalty: 5015.937012
	Iteration 56Q: 3 clusters Score -3371023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -3371028.250000 Penalty: 5015.937012
	Iteration 57Q: 3 clusters Score -3371028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -3371026.500000 Penalty: 5015.937012
	Iteration 58Q: 3 clusters Score -3371026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -3371029.500000 Penalty: 5015.937012
	Iteration 59Q: 3 clusters Score -3371030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -3371030.500000 Penalty: 5015.937012
	Iteration 60F: 3 clusters Score -3371030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -3371033.500000 Penalty: 5015.937012
	Iteration 61Q: 3 clusters Score -3371034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -3371033.250000 Penalty: 5015.937012
	Iteration 62Q: 3 clusters Score -3371033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -3371038.500000 Penalty: 5015.937012
	Iteration 63Q: 3 clusters Score -3371038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -3371038.000000 Penalty: 5015.937012
	Iteration 64Q: 3 clusters Score -3371038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -3371032.000000 Penalty: 5015.937012
	Iteration 65Q: 3 clusters Score -3371032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -3371030.750000 Penalty: 5015.937012
	Iteration 66Q: 3 clusters Score -3371031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -3371032.500000 Penalty: 5015.937012
	Iteration 67Q: 3 clusters Score -3371032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -3371032.000000 Penalty: 5015.937012
	Iteration 68Q: 3 clusters Score -3371032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -3371034.750000 Penalty: 5015.937012
	Iteration 69Q: 3 clusters Score -3371035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -3371032.250000 Penalty: 5015.937012
	Iteration 70Q: 3 clusters Score -3371032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -3371032.750000 Penalty: 5015.937012
	Iteration 71Q: 3 clusters Score -3371033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -3371029.750000 Penalty: 5015.937012
	Iteration 72Q: 3 clusters Score -3371030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -3371026.750000 Penalty: 5015.937012
	Iteration 73Q: 3 clusters Score -3371027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -3371029.250000 Penalty: 5015.937012
	Iteration 74Q: 3 clusters Score -3371029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -3371036.000000 Penalty: 5015.937012
	Iteration 75Q: 3 clusters Score -3371036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -3371036.750000 Penalty: 5015.937012
	Iteration 76Q: 3 clusters Score -3371037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -3371032.250000 Penalty: 5015.937012
	Iteration 77Q: 3 clusters Score -3371032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -3371034.250000 Penalty: 5015.937012
	Iteration 78Q: 3 clusters Score -3371034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -3371036.000000 Penalty: 5015.937012
	Iteration 79Q: 3 clusters Score -3371036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -3371038.500000 Penalty: 5015.937012
	Iteration 80F: 3 clusters Score -3371038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -3371036.750000 Penalty: 5015.937012
	Iteration 81Q: 3 clusters Score -3371037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -3371037.250000 Penalty: 5015.937012
	Iteration 82Q: 3 clusters Score -3371037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -3371037.750000 Penalty: 5015.937012
	Iteration 83Q: 3 clusters Score -3371038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -3371035.000000 Penalty: 5015.937012
	Iteration 84Q: 3 clusters Score -3371035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -3371037.250000 Penalty: 5015.937012
	Iteration 85Q: 3 clusters Score -3371037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -3371034.000000 Penalty: 5015.937012
	Iteration 86Q: 3 clusters Score -3371034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -3371036.250000 Penalty: 5015.937012
	Iteration 87Q: 3 clusters Score -3371036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -3371035.000000 Penalty: 5015.937012
	Iteration 88Q: 3 clusters Score -3371035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -3371038.750000 Penalty: 5015.937012
	Iteration 89Q: 3 clusters Score -3371039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -3371036.500000 Penalty: 5015.937012
	Iteration 90Q: 3 clusters Score -3371036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -3371032.750000 Penalty: 5015.937012
	Iteration 91Q: 3 clusters Score -3371033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -3371031.500000 Penalty: 5015.937012
	Iteration 92Q: 3 clusters Score -3371032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -3371034.500000 Penalty: 5015.937012
	Iteration 93Q: 3 clusters Score -3371034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -3371036.000000 Penalty: 5015.937012
	Iteration 94Q: 3 clusters Score -3371036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -3371033.750000 Penalty: 5015.937012
	Iteration 95Q: 3 clusters Score -3371034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -3371033.250000 Penalty: 5015.937012
	Iteration 96Q: 3 clusters Score -3371033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -3371030.250000 Penalty: 5015.937012
	Iteration 97Q: 3 clusters Score -3371030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -3371031.750000 Penalty: 5015.937012
	Iteration 98Q: 3 clusters Score -3371032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -3371037.000000 Penalty: 5015.937012
	Iteration 99Q: 3 clusters Score -3371037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -3371037.000000 Penalty: 5015.937012
	Iteration 100F: 3 clusters Score -3371037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Entering Unmasked Estep 
Score: -386816.750000 Penalty: 1979.893066
	Iteration 0F: 2 clusters Score -386816.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -383623.281250 Penalty: 3959.786133
	Iteration 0F: 3 clusters Score -383623.3 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -384393.750000 Penalty: 3959.786133
	Iteration 1F: 3 clusters Score -384393.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -384647.937500 Penalty: 3959.786133
	Iteration 2F: 3 clusters Score -384647.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -384791.750000 Penalty: 3959.786133
	Iteration 3F: 3 clusters Score -384791.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -384884.656250 Penalty: 3959.786133
	Iteration 4Q: 3 clusters Score -384884.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -384956.531250 Penalty: 3959.786133
	Iteration 5Q: 3 clusters Score -384956.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -385011.937500 Penalty: 3959.786133
	Iteration 6Q: 3 clusters Score -385011.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -385065.593750 Penalty: 3959.786133
	Iteration 7Q: 3 clusters Score -385065.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -385119.218750 Penalty: 3959.786133
	Iteration 8Q: 3 clusters Score -385119.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -385162.718750 Penalty: 3959.786133
	Iteration 9Q: 3 clusters Score -385162.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -385192.625000 Penalty: 3959.786133
	Iteration 10Q: 3 clusters Score -385192.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -385230.062500 Penalty: 3959.786133
	Iteration 11Q: 3 clusters Score -385230.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -385260.750000 Penalty: 3959.786133
	Iteration 12Q: 3 clusters Score -385260.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -385285.312500 Penalty: 3959.786133
	Iteration 13Q: 3 clusters Score -385285.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -385304.468750 Penalty: 3959.786133
	Iteration 14Q: 3 clusters Score -385304.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -385316.218750 Penalty: 3959.786133
	Iteration 15Q: 3 clusters Score -385316.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -385328.375000 Penalty: 3959.786133
	Iteration 16Q: 3 clusters Score -385328.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -385339.156250 Penalty: 3959.786133
	Iteration 17Q: 3 clusters Score -385339.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -385357.062500 Penalty: 3959.786133
	Iteration 18Q: 3 clusters Score -385357.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -385375.375000 Penalty: 3959.786133
	Iteration 19Q: 3 clusters Score -385375.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -385388.343750 Penalty: 3959.786133
	Iteration 20F: 3 clusters Score -385388.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -385396.156250 Penalty: 3959.786133
	Iteration 21Q: 3 clusters Score -385396.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -385400.375000 Penalty: 3959.786133
	Iteration 22Q: 3 clusters Score -385400.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -385402.343750 Penalty: 3959.786133
	Iteration 23Q: 3 clusters Score -385402.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -385404.906250 Penalty: 3959.786133
	Iteration 24Q: 3 clusters Score -385404.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -385404.906250 Penalty: 3959.786133
	Iteration 25F: 3 clusters Score -385404.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (143191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143191 members 
Entering Unmasked Estep 
Score: -19820944.000000 Penalty: 2944.239746
	Iteration 0F: 2 clusters Score -1.982094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71173 members 
Mstep: Class 2 contains 72018 members 
Entering Unmasked Estep 
Score: -19727560.000000 Penalty: 5888.479492
	Iteration 0F: 3 clusters Score -1.972756e+07 nChanged 68311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67022 members 
Mstep: Class 2 contains 76169 members 
Entering Unmasked Estep 
Score: -19767028.000000 Penalty: 5888.479492
	Iteration 1F: 3 clusters Score -1.976703e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64409 members 
Mstep: Class 2 contains 78782 members 
Entering Unmasked Estep 
Score: -19768506.000000 Penalty: 5888.479492
	Iteration 2Q: 3 clusters Score -1.976851e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60344 members 
Mstep: Class 2 contains 82847 members 
Entering Unmasked Estep 
Score: -19770492.000000 Penalty: 5888.479492
	Iteration 3Q: 3 clusters Score -1.977049e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 88845 members 
Entering Unmasked Estep 
Score: -19773860.000000 Penalty: 5888.479492
	Iteration 4Q: 3 clusters Score -1.977386e+07 nChanged 8803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 97338 members 
Entering Unmasked Estep 
Score: -19779552.000000 Penalty: 5888.479492
	Iteration 5F: 3 clusters Score -1.977955e+07 nChanged 11078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 108308 members 
Entering Unmasked Estep 
Score: -19788506.000000 Penalty: 5888.479492
	Iteration 6F: 3 clusters Score -1.978851e+07 nChanged 12058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 120348 members 
Entering Unmasked Estep 
Score: -19799204.000000 Penalty: 5888.479492
	Iteration 7F: 3 clusters Score -1.97992e+07 nChanged 10389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 130737 members 
Entering Unmasked Estep 
Score: -19808484.000000 Penalty: 5888.479492
	Iteration 8F: 3 clusters Score -1.980848e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 137196 members 
Entering Unmasked Estep 
Score: -19813934.000000 Penalty: 5888.479492
	Iteration 9Q: 3 clusters Score -1.981393e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 140263 members 
Entering Unmasked Estep 
Score: -19816398.000000 Penalty: 5888.479492
	Iteration 10Q: 3 clusters Score -1.98164e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 141651 members 
Entering Unmasked Estep 
Score: -19817466.000000 Penalty: 5888.479492
	Iteration 11Q: 3 clusters Score -1.981747e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 142194 members 
Entering Unmasked Estep 
Score: -19817854.000000 Penalty: 5888.479492
	Iteration 12Q: 3 clusters Score -1.981785e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 142435 members 
Entering Unmasked Estep 
Score: -19818046.000000 Penalty: 5888.479492
	Iteration 13Q: 3 clusters Score -1.981805e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 142566 members 
Entering Unmasked Estep 
Score: -19818192.000000 Penalty: 5888.479492
	Iteration 14Q: 3 clusters Score -1.981819e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 142626 members 
Entering Unmasked Estep 
Score: -19818262.000000 Penalty: 5888.479492
	Iteration 15Q: 3 clusters Score -1.981826e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 142672 members 
Entering Unmasked Estep 
Score: -19818280.000000 Penalty: 5888.479492
	Iteration 16Q: 3 clusters Score -1.981828e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 142693 members 
Entering Unmasked Estep 
Score: -19818316.000000 Penalty: 5888.479492
	Iteration 17Q: 3 clusters Score -1.981832e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 142712 members 
Entering Unmasked Estep 
Score: -19818328.000000 Penalty: 5888.479492
	Iteration 18Q: 3 clusters Score -1.981833e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 142729 members 
Entering Unmasked Estep 
Score: -19818336.000000 Penalty: 5888.479492
	Iteration 19Q: 3 clusters Score -1.981834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 142741 members 
Entering Unmasked Estep 
Score: -19818336.000000 Penalty: 5888.479492
	Iteration 20F: 3 clusters Score -1.981834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 142747 members 
Entering Unmasked Estep 
Score: -19818350.000000 Penalty: 5888.479492
	Iteration 21Q: 3 clusters Score -1.981835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 142753 members 
Entering Unmasked Estep 
Score: -19818364.000000 Penalty: 5888.479492
	Iteration 22Q: 3 clusters Score -1.981836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 142756 members 
Entering Unmasked Estep 
Score: -19818370.000000 Penalty: 5888.479492
	Iteration 23Q: 3 clusters Score -1.981837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 142759 members 
Entering Unmasked Estep 
Score: -19818368.000000 Penalty: 5888.479492
	Iteration 24Q: 3 clusters Score -1.981837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 142765 members 
Entering Unmasked Estep 
Score: -19818374.000000 Penalty: 5888.479492
	Iteration 25Q: 3 clusters Score -1.981837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 142768 members 
Entering Unmasked Estep 
Score: -19818382.000000 Penalty: 5888.479492
	Iteration 26Q: 3 clusters Score -1.981838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 142766 members 
Entering Unmasked Estep 
Score: -19818362.000000 Penalty: 5888.479492
	Iteration 27Q: 3 clusters Score -1.981836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 142765 members 
Entering Unmasked Estep 
Score: -19818366.000000 Penalty: 5888.479492
	Iteration 28Q: 3 clusters Score -1.981837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 142764 members 
Entering Unmasked Estep 
Score: -19818370.000000 Penalty: 5888.479492
	Iteration 29Q: 3 clusters Score -1.981837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 142764 members 
Entering Unmasked Estep 
Score: -19818372.000000 Penalty: 5888.479492
	Iteration 30Q: 3 clusters Score -1.981837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 142765 members 
Entering Unmasked Estep 
Score: -19818372.000000 Penalty: 5888.479492
	Iteration 31Q: 3 clusters Score -1.981837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 142767 members 
Entering Unmasked Estep 
Score: -19818374.000000 Penalty: 5888.479492
	Iteration 32Q: 3 clusters Score -1.981837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 142768 members 
Entering Unmasked Estep 
Score: -19818386.000000 Penalty: 5888.479492
	Iteration 33Q: 3 clusters Score -1.981839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 142769 members 
Entering Unmasked Estep 
Score: -19818392.000000 Penalty: 5888.479492
	Iteration 34Q: 3 clusters Score -1.981839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 142770 members 
Entering Unmasked Estep 
Score: -19818394.000000 Penalty: 5888.479492
	Iteration 35Q: 3 clusters Score -1.981839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 142772 members 
Entering Unmasked Estep 
Score: -19818388.000000 Penalty: 5888.479492
	Iteration 36Q: 3 clusters Score -1.981839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 142775 members 
Entering Unmasked Estep 
Score: -19818382.000000 Penalty: 5888.479492
	Iteration 37Q: 3 clusters Score -1.981838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 142776 members 
Entering Unmasked Estep 
Score: -19818382.000000 Penalty: 5888.479492
	Iteration 38Q: 3 clusters Score -1.981838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 142777 members 
Entering Unmasked Estep 
Score: -19818380.000000 Penalty: 5888.479492
	Iteration 39Q: 3 clusters Score -1.981838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 142776 members 
Entering Unmasked Estep 
Score: -19818378.000000 Penalty: 5888.479492
	Iteration 40F: 3 clusters Score -1.981838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (155869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155869 members 
Entering Unmasked Estep 
Score: -21692712.000000 Penalty: 2965.279297
	Iteration 0F: 2 clusters Score -2.169271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77742 members 
Mstep: Class 2 contains 78127 members 
Entering Unmasked Estep 
Score: -21595278.000000 Penalty: 5930.558594
	Iteration 0F: 3 clusters Score -2.159528e+07 nChanged 74399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74561 members 
Mstep: Class 2 contains 81308 members 
Entering Unmasked Estep 
Score: -21638398.000000 Penalty: 5930.558594
	Iteration 1F: 3 clusters Score -2.16384e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72054 members 
Mstep: Class 2 contains 83815 members 
Entering Unmasked Estep 
Score: -21639706.000000 Penalty: 5930.558594
	Iteration 2Q: 3 clusters Score -2.163971e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68151 members 
Mstep: Class 2 contains 87718 members 
Entering Unmasked Estep 
Score: -21641260.000000 Penalty: 5930.558594
	Iteration 3Q: 3 clusters Score -2.164126e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62291 members 
Mstep: Class 2 contains 93578 members 
Entering Unmasked Estep 
Score: -21644468.000000 Penalty: 5930.558594
	Iteration 4Q: 3 clusters Score -2.164447e+07 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53850 members 
Mstep: Class 2 contains 102019 members 
Entering Unmasked Estep 
Score: -21650268.000000 Penalty: 5930.558594
	Iteration 5F: 3 clusters Score -2.165027e+07 nChanged 12013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 113112 members 
Entering Unmasked Estep 
Score: -21659020.000000 Penalty: 5930.558594
	Iteration 6F: 3 clusters Score -2.165902e+07 nChanged 13330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 125822 members 
Entering Unmasked Estep 
Score: -21669758.000000 Penalty: 5930.558594
	Iteration 7F: 3 clusters Score -2.166976e+07 nChanged 11617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 137107 members 
Entering Unmasked Estep 
Score: -21678826.000000 Penalty: 5930.558594
	Iteration 8F: 3 clusters Score -2.167883e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 144927 members 
Entering Unmasked Estep 
Score: -21684648.000000 Penalty: 5930.558594
	Iteration 9F: 3 clusters Score -2.168465e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 149325 members 
Entering Unmasked Estep 
Score: -21687716.000000 Penalty: 5930.558594
	Iteration 10Q: 3 clusters Score -2.168772e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 151466 members 
Entering Unmasked Estep 
Score: -21689182.000000 Penalty: 5930.558594
	Iteration 11Q: 3 clusters Score -2.168918e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 152542 members 
Entering Unmasked Estep 
Score: -21689834.000000 Penalty: 5930.558594
	Iteration 12Q: 3 clusters Score -2.168983e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 153091 members 
Entering Unmasked Estep 
Score: -21690116.000000 Penalty: 5930.558594
	Iteration 13Q: 3 clusters Score -2.169012e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 153418 members 
Entering Unmasked Estep 
Score: -21690364.000000 Penalty: 5930.558594
	Iteration 14Q: 3 clusters Score -2.169036e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 153641 members 
Entering Unmasked Estep 
Score: -21690478.000000 Penalty: 5930.558594
	Iteration 15Q: 3 clusters Score -2.169048e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 153784 members 
Entering Unmasked Estep 
Score: -21690572.000000 Penalty: 5930.558594
	Iteration 16Q: 3 clusters Score -2.169057e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 153875 members 
Entering Unmasked Estep 
Score: -21690608.000000 Penalty: 5930.558594
	Iteration 17Q: 3 clusters Score -2.169061e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 153957 members 
Entering Unmasked Estep 
Score: -21690576.000000 Penalty: 5930.558594
	Iteration 18Q: 3 clusters Score -2.169058e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 154029 members 
Entering Unmasked Estep 
Score: -21690634.000000 Penalty: 5930.558594
	Iteration 19Q: 3 clusters Score -2.169063e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 154082 members 
Entering Unmasked Estep 
Score: -21690644.000000 Penalty: 5930.558594
	Iteration 20F: 3 clusters Score -2.169064e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 154142 members 
Entering Unmasked Estep 
Score: -21690714.000000 Penalty: 5930.558594
	Iteration 21Q: 3 clusters Score -2.169071e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 154193 members 
Entering Unmasked Estep 
Score: -21690710.000000 Penalty: 5930.558594
	Iteration 22Q: 3 clusters Score -2.169071e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 154246 members 
Entering Unmasked Estep 
Score: -21690718.000000 Penalty: 5930.558594
	Iteration 23Q: 3 clusters Score -2.169072e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 154288 members 
Entering Unmasked Estep 
Score: -21690748.000000 Penalty: 5930.558594
	Iteration 24Q: 3 clusters Score -2.169075e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 154313 members 
Entering Unmasked Estep 
Score: -21690766.000000 Penalty: 5930.558594
	Iteration 25Q: 3 clusters Score -2.169077e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 154331 members 
Entering Unmasked Estep 
Score: -21690784.000000 Penalty: 5930.558594
	Iteration 26Q: 3 clusters Score -2.169078e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 154339 members 
Entering Unmasked Estep 
Score: -21690778.000000 Penalty: 5930.558594
	Iteration 27Q: 3 clusters Score -2.169078e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 154351 members 
Entering Unmasked Estep 
Score: -21690786.000000 Penalty: 5930.558594
	Iteration 28Q: 3 clusters Score -2.169079e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 154361 members 
Entering Unmasked Estep 
Score: -21690792.000000 Penalty: 5930.558594
	Iteration 29Q: 3 clusters Score -2.169079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 154370 members 
Entering Unmasked Estep 
Score: -21690794.000000 Penalty: 5930.558594
	Iteration 30Q: 3 clusters Score -2.169079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 154374 members 
Entering Unmasked Estep 
Score: -21690800.000000 Penalty: 5930.558594
	Iteration 31Q: 3 clusters Score -2.16908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 154376 members 
Entering Unmasked Estep 
Score: -21690804.000000 Penalty: 5930.558594
	Iteration 32Q: 3 clusters Score -2.16908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 154382 members 
Entering Unmasked Estep 
Score: -21690798.000000 Penalty: 5930.558594
	Iteration 33Q: 3 clusters Score -2.16908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 154385 members 
Entering Unmasked Estep 
Score: -21690806.000000 Penalty: 5930.558594
	Iteration 34Q: 3 clusters Score -2.169081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 154386 members 
Entering Unmasked Estep 
Score: -21690802.000000 Penalty: 5930.558594
	Iteration 35Q: 3 clusters Score -2.16908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 154388 members 
Entering Unmasked Estep 
Score: -21690812.000000 Penalty: 5930.558594
	Iteration 36Q: 3 clusters Score -2.169081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 154391 members 
Entering Unmasked Estep 
Score: -21690814.000000 Penalty: 5930.558594
	Iteration 37Q: 3 clusters Score -2.169081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 154391 members 
Entering Unmasked Estep 
Score: -21690814.000000 Penalty: 5930.558594
	Iteration 38F: 3 clusters Score -2.169081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Entering Unmasked Estep 
Score: -4506362.500000 Penalty: 2573.793213
	Iteration 0F: 2 clusters Score -4506362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -4484336.000000 Penalty: 5147.586426
	Iteration 0F: 3 clusters Score -4484336 nChanged 14607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -4492365.500000 Penalty: 5147.586426
	Iteration 1F: 3 clusters Score -4492366 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -4492818.500000 Penalty: 5147.586426
	Iteration 2Q: 3 clusters Score -4492818 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -4493222.000000 Penalty: 5147.586426
	Iteration 3Q: 3 clusters Score -4493222 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -4493590.000000 Penalty: 5147.586426
	Iteration 4Q: 3 clusters Score -4493590 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -4493994.000000 Penalty: 5147.586426
	Iteration 5Q: 3 clusters Score -4493994 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -4494424.000000 Penalty: 5147.586426
	Iteration 6Q: 3 clusters Score -4494424 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -4494929.500000 Penalty: 5147.586426
	Iteration 7Q: 3 clusters Score -4494930 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -4495474.500000 Penalty: 5147.586426
	Iteration 8Q: 3 clusters Score -4495474 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -4496188.500000 Penalty: 5147.586426
	Iteration 9Q: 3 clusters Score -4496188 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -4497082.000000 Penalty: 5147.586426
	Iteration 10Q: 3 clusters Score -4497082 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -4498181.000000 Penalty: 5147.586426
	Iteration 11F: 3 clusters Score -4498181 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -4499447.500000 Penalty: 5147.586426
	Iteration 12F: 3 clusters Score -4499448 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -4500767.000000 Penalty: 5147.586426
	Iteration 13Q: 3 clusters Score -4500767 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -4501860.000000 Penalty: 5147.586426
	Iteration 14Q: 3 clusters Score -4501860 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -4502684.500000 Penalty: 5147.586426
	Iteration 15Q: 3 clusters Score -4502684 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -4503192.000000 Penalty: 5147.586426
	Iteration 16Q: 3 clusters Score -4503192 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -4503477.000000 Penalty: 5147.586426
	Iteration 17Q: 3 clusters Score -4503477 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -4503648.500000 Penalty: 5147.586426
	Iteration 18Q: 3 clusters Score -4503648 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -4503755.000000 Penalty: 5147.586426
	Iteration 19Q: 3 clusters Score -4503755 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -4503832.000000 Penalty: 5147.586426
	Iteration 20F: 3 clusters Score -4503832 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -4503909.000000 Penalty: 5147.586426
	Iteration 21Q: 3 clusters Score -4503909 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -4503957.500000 Penalty: 5147.586426
	Iteration 22Q: 3 clusters Score -4503958 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -4504001.500000 Penalty: 5147.586426
	Iteration 23Q: 3 clusters Score -4504002 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -4504025.500000 Penalty: 5147.586426
	Iteration 24Q: 3 clusters Score -4504026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -4504058.500000 Penalty: 5147.586426
	Iteration 25Q: 3 clusters Score -4504058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -4504073.500000 Penalty: 5147.586426
	Iteration 26Q: 3 clusters Score -4504074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -4504089.000000 Penalty: 5147.586426
	Iteration 27Q: 3 clusters Score -4504089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -4504107.500000 Penalty: 5147.586426
	Iteration 28Q: 3 clusters Score -4504108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -4504121.500000 Penalty: 5147.586426
	Iteration 29Q: 3 clusters Score -4504122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -4504134.000000 Penalty: 5147.586426
	Iteration 30Q: 3 clusters Score -4504134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -4504153.000000 Penalty: 5147.586426
	Iteration 31Q: 3 clusters Score -4504153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -4504159.000000 Penalty: 5147.586426
	Iteration 32Q: 3 clusters Score -4504159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -4504162.500000 Penalty: 5147.586426
	Iteration 33Q: 3 clusters Score -4504162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -4504168.500000 Penalty: 5147.586426
	Iteration 34Q: 3 clusters Score -4504168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -4504172.500000 Penalty: 5147.586426
	Iteration 35Q: 3 clusters Score -4504172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -4504167.000000 Penalty: 5147.586426
	Iteration 36Q: 3 clusters Score -4504167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -4504166.500000 Penalty: 5147.586426
	Iteration 37Q: 3 clusters Score -4504166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -4504167.000000 Penalty: 5147.586426
	Iteration 38Q: 3 clusters Score -4504167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -4504176.000000 Penalty: 5147.586426
	Iteration 39Q: 3 clusters Score -4504176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -4504181.500000 Penalty: 5147.586426
	Iteration 40F: 3 clusters Score -4504182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -4504183.000000 Penalty: 5147.586426
	Iteration 41Q: 3 clusters Score -4504183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -4504192.500000 Penalty: 5147.586426
	Iteration 42Q: 3 clusters Score -4504192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -4504192.500000 Penalty: 5147.586426
	Iteration 43Q: 3 clusters Score -4504192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -4504197.000000 Penalty: 5147.586426
	Iteration 44Q: 3 clusters Score -4504197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -4504197.500000 Penalty: 5147.586426
	Iteration 45Q: 3 clusters Score -4504198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -4504206.500000 Penalty: 5147.586426
	Iteration 46Q: 3 clusters Score -4504206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -4504202.000000 Penalty: 5147.586426
	Iteration 47Q: 3 clusters Score -4504202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -4504209.000000 Penalty: 5147.586426
	Iteration 48Q: 3 clusters Score -4504209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -4504207.500000 Penalty: 5147.586426
	Iteration 49Q: 3 clusters Score -4504208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -4504209.500000 Penalty: 5147.586426
	Iteration 50Q: 3 clusters Score -4504210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -4504209.500000 Penalty: 5147.586426
	Iteration 51Q: 3 clusters Score -4504210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -4504206.500000 Penalty: 5147.586426
	Iteration 52Q: 3 clusters Score -4504206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -4504214.000000 Penalty: 5147.586426
	Iteration 53Q: 3 clusters Score -4504214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -4504214.000000 Penalty: 5147.586426
	Iteration 54F: 3 clusters Score -4504214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -140085.343750 Penalty: 1731.519775
	Iteration 0F: 2 clusters Score -140085.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -138100.937500 Penalty: 3463.039551
	Iteration 0F: 3 clusters Score -138100.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -138449.203125 Penalty: 3463.039551
	Iteration 1F: 3 clusters Score -138449.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -138593.390625 Penalty: 3463.039551
	Iteration 2F: 3 clusters Score -138593.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -138777.093750 Penalty: 3463.039551
	Iteration 3F: 3 clusters Score -138777.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -138988.937500 Penalty: 3463.039551
	Iteration 4F: 3 clusters Score -138988.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -139241.859375 Penalty: 3463.039551
	Iteration 5Q: 3 clusters Score -139241.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -139444.843750 Penalty: 3463.039551
	Iteration 6Q: 3 clusters Score -139444.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -139592.906250 Penalty: 3463.039551
	Iteration 7Q: 3 clusters Score -139592.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -139733.453125 Penalty: 3463.039551
	Iteration 8Q: 3 clusters Score -139733.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -139915.390625 Penalty: 3463.039551
	Iteration 9Q: 3 clusters Score -139915.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -140198.734375 Penalty: 3463.039551
	Iteration 10Q: 3 clusters Score -140198.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -140620.515625 Penalty: 3463.039551
	Iteration 11Q: 3 clusters Score -140620.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -140711.265625 Penalty: 3463.039551
	Iteration 12Q: 3 clusters Score -140711.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -140765.093750 Penalty: 3463.039551
	Iteration 13Q: 3 clusters Score -140765.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -140811.968750 Penalty: 3463.039551
	Iteration 14Q: 3 clusters Score -140812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -140849.625000 Penalty: 3463.039551
	Iteration 15Q: 3 clusters Score -140849.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -140859.093750 Penalty: 3463.039551
	Iteration 16Q: 3 clusters Score -140859.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -140869.031250 Penalty: 3463.039551
	Iteration 17Q: 3 clusters Score -140869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -140886.250000 Penalty: 3463.039551
	Iteration 18Q: 3 clusters Score -140886.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -140896.765625 Penalty: 3463.039551
	Iteration 19Q: 3 clusters Score -140896.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -140904.812500 Penalty: 3463.039551
	Iteration 20F: 3 clusters Score -140904.8 nChanged 3
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: -140916.343750 Penalty: 3463.039551
	Iteration 21Q: 3 clusters Score -140916.3 nChanged 0
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: -140916.343750 Penalty: 3463.039551
	Iteration 22F: 3 clusters Score -140916.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23462 members 
Mstep: Class 4 contains 14474 members 
Mstep: Class 5 contains 49857 members 
Mstep: Class 6 contains 3984 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 8 contains 201023 members 
Mstep: Class 9 contains 5151 members 
Mstep: Class 10 contains 7514 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5989 members 
Mstep: Class 13 contains 10982 members 
Mstep: Class 14 contains 9261 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24656 members 
Mstep: Class 17 contains 2932 members 
Mstep: Class 18 contains 143191 members 
Mstep: Class 19 contains 155869 members 
Mstep: Class 20 contains 32151 members 
Mstep: Class 21 contains 449 members 
Mstep: Class 22 contains 38153 members 
Mstep: Class 23 contains 18015 members 
Mstep: Class 24 contains 48046 members 
Mstep: Class 25 contains 69315 members 
Mstep: Class 26 contains 43415 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47927 members 
Mstep: Class 30 contains 296 members 
Mstep: Class 31 contains 628 members 
Entering Unmasked Estep 
Score: -142953040.000000 Penalty: 106614.398438
Splitting cluster 21 changes total score from -142953920.000000 to -142953040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (38153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Entering Unmasked Estep 
Score: -5359456.500000 Penalty: 2616.241211
	Iteration 0F: 2 clusters Score -5359456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -5333565.500000 Penalty: 5232.482422
	Iteration 0F: 3 clusters Score -5333566 nChanged 17355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -5343120.500000 Penalty: 5232.482422
	Iteration 1F: 3 clusters Score -5343120 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -5343798.500000 Penalty: 5232.482422
	Iteration 2Q: 3 clusters Score -5343798 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -5344680.500000 Penalty: 5232.482422
	Iteration 3Q: 3 clusters Score -5344680 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -5345815.500000 Penalty: 5232.482422
	Iteration 4F: 3 clusters Score -5345816 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -5347255.000000 Penalty: 5232.482422
	Iteration 5F: 3 clusters Score -5347255 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -5349131.500000 Penalty: 5232.482422
	Iteration 6F: 3 clusters Score -5349132 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -5351179.000000 Penalty: 5232.482422
	Iteration 7F: 3 clusters Score -5351179 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -5353322.000000 Penalty: 5232.482422
	Iteration 8F: 3 clusters Score -5353322 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -5354960.000000 Penalty: 5232.482422
	Iteration 9Q: 3 clusters Score -5354960 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -5356019.000000 Penalty: 5232.482422
	Iteration 10Q: 3 clusters Score -5356019 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -5356594.000000 Penalty: 5232.482422
	Iteration 11Q: 3 clusters Score -5356594 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -5356852.500000 Penalty: 5232.482422
	Iteration 12Q: 3 clusters Score -5356852 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -5356995.000000 Penalty: 5232.482422
	Iteration 13Q: 3 clusters Score -5356995 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -5357060.500000 Penalty: 5232.482422
	Iteration 14Q: 3 clusters Score -5357060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -5357098.500000 Penalty: 5232.482422
	Iteration 15Q: 3 clusters Score -5357098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -5357123.000000 Penalty: 5232.482422
	Iteration 16Q: 3 clusters Score -5357123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -5357137.000000 Penalty: 5232.482422
	Iteration 17Q: 3 clusters Score -5357137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -5357148.000000 Penalty: 5232.482422
	Iteration 18Q: 3 clusters Score -5357148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -5357163.500000 Penalty: 5232.482422
	Iteration 19Q: 3 clusters Score -5357164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -5357179.500000 Penalty: 5232.482422
	Iteration 20F: 3 clusters Score -5357180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -5357175.000000 Penalty: 5232.482422
	Iteration 21Q: 3 clusters Score -5357175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -5357185.000000 Penalty: 5232.482422
	Iteration 22Q: 3 clusters Score -5357185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -5357193.500000 Penalty: 5232.482422
	Iteration 23Q: 3 clusters Score -5357194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -5357199.000000 Penalty: 5232.482422
	Iteration 24Q: 3 clusters Score -5357199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -5357206.500000 Penalty: 5232.482422
	Iteration 25Q: 3 clusters Score -5357206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -5357212.500000 Penalty: 5232.482422
	Iteration 26Q: 3 clusters Score -5357212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -5357214.000000 Penalty: 5232.482422
	Iteration 27Q: 3 clusters Score -5357214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -5357209.500000 Penalty: 5232.482422
	Iteration 28Q: 3 clusters Score -5357210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -5357214.500000 Penalty: 5232.482422
	Iteration 29Q: 3 clusters Score -5357214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -5357214.500000 Penalty: 5232.482422
	Iteration 30F: 3 clusters Score -5357214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Entering Unmasked Estep 
Score: -2452962.000000 Penalty: 2430.142090
	Iteration 0F: 2 clusters Score -2452962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2440198.000000 Penalty: 4860.284180
	Iteration 0F: 3 clusters Score -2440198 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2444620.000000 Penalty: 4860.284180
	Iteration 1F: 3 clusters Score -2444620 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2445348.000000 Penalty: 4860.284180
	Iteration 2F: 3 clusters Score -2445348 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2446281.000000 Penalty: 4860.284180
	Iteration 3F: 3 clusters Score -2446281 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2447425.000000 Penalty: 4860.284180
	Iteration 4F: 3 clusters Score -2447425 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2448414.250000 Penalty: 4860.284180
	Iteration 5F: 3 clusters Score -2448414 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2449191.000000 Penalty: 4860.284180
	Iteration 6F: 3 clusters Score -2449191 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2449711.250000 Penalty: 4860.284180
	Iteration 7Q: 3 clusters Score -2449711 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2449980.750000 Penalty: 4860.284180
	Iteration 8Q: 3 clusters Score -2449981 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2450165.500000 Penalty: 4860.284180
	Iteration 9Q: 3 clusters Score -2450166 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2450290.500000 Penalty: 4860.284180
	Iteration 10Q: 3 clusters Score -2450290 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2450391.250000 Penalty: 4860.284180
	Iteration 11Q: 3 clusters Score -2450391 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2450462.000000 Penalty: 4860.284180
	Iteration 12Q: 3 clusters Score -2450462 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2450519.750000 Penalty: 4860.284180
	Iteration 13Q: 3 clusters Score -2450520 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2450587.750000 Penalty: 4860.284180
	Iteration 14Q: 3 clusters Score -2450588 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2450633.000000 Penalty: 4860.284180
	Iteration 15Q: 3 clusters Score -2450633 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2450694.750000 Penalty: 4860.284180
	Iteration 16Q: 3 clusters Score -2450695 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2450747.750000 Penalty: 4860.284180
	Iteration 17Q: 3 clusters Score -2450748 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2450825.500000 Penalty: 4860.284180
	Iteration 18Q: 3 clusters Score -2450826 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2450898.750000 Penalty: 4860.284180
	Iteration 19Q: 3 clusters Score -2450899 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2450981.750000 Penalty: 4860.284180
	Iteration 20F: 3 clusters Score -2450982 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2451059.500000 Penalty: 4860.284180
	Iteration 21Q: 3 clusters Score -2451060 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2451139.250000 Penalty: 4860.284180
	Iteration 22Q: 3 clusters Score -2451139 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2451216.250000 Penalty: 4860.284180
	Iteration 23Q: 3 clusters Score -2451216 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2451288.500000 Penalty: 4860.284180
	Iteration 24Q: 3 clusters Score -2451288 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2451398.250000 Penalty: 4860.284180
	Iteration 25Q: 3 clusters Score -2451398 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2451513.500000 Penalty: 4860.284180
	Iteration 26Q: 3 clusters Score -2451514 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2451659.000000 Penalty: 4860.284180
	Iteration 27Q: 3 clusters Score -2451659 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2451772.000000 Penalty: 4860.284180
	Iteration 28Q: 3 clusters Score -2451772 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2451880.500000 Penalty: 4860.284180
	Iteration 29Q: 3 clusters Score -2451880 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2451964.750000 Penalty: 4860.284180
	Iteration 30Q: 3 clusters Score -2451965 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2452048.500000 Penalty: 4860.284180
	Iteration 31Q: 3 clusters Score -2452048 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2452116.000000 Penalty: 4860.284180
	Iteration 32Q: 3 clusters Score -2452116 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2452177.750000 Penalty: 4860.284180
	Iteration 33Q: 3 clusters Score -2452178 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2452226.750000 Penalty: 4860.284180
	Iteration 34Q: 3 clusters Score -2452227 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2452254.500000 Penalty: 4860.284180
	Iteration 35Q: 3 clusters Score -2452254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2452290.000000 Penalty: 4860.284180
	Iteration 36Q: 3 clusters Score -2452290 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2452319.750000 Penalty: 4860.284180
	Iteration 37Q: 3 clusters Score -2452320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2452355.000000 Penalty: 4860.284180
	Iteration 38Q: 3 clusters Score -2452355 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2452391.500000 Penalty: 4860.284180
	Iteration 39Q: 3 clusters Score -2452392 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2452419.000000 Penalty: 4860.284180
	Iteration 40F: 3 clusters Score -2452419 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2452452.750000 Penalty: 4860.284180
	Iteration 41Q: 3 clusters Score -2452453 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2452488.000000 Penalty: 4860.284180
	Iteration 42Q: 3 clusters Score -2452488 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2452505.250000 Penalty: 4860.284180
	Iteration 43Q: 3 clusters Score -2452505 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2452513.750000 Penalty: 4860.284180
	Iteration 44Q: 3 clusters Score -2452514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2452519.250000 Penalty: 4860.284180
	Iteration 45Q: 3 clusters Score -2452519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2452522.750000 Penalty: 4860.284180
	Iteration 46Q: 3 clusters Score -2452523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2452523.250000 Penalty: 4860.284180
	Iteration 47Q: 3 clusters Score -2452523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2452526.250000 Penalty: 4860.284180
	Iteration 48Q: 3 clusters Score -2452526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2452525.750000 Penalty: 4860.284180
	Iteration 49Q: 3 clusters Score -2452526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2452527.250000 Penalty: 4860.284180
	Iteration 50Q: 3 clusters Score -2452527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2452527.250000 Penalty: 4860.284180
	Iteration 51F: 3 clusters Score -2452527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Entering Unmasked Estep 
Score: -6704998.000000 Penalty: 2673.418701
	Iteration 0F: 2 clusters Score -6704998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -6672804.500000 Penalty: 5346.837402
	Iteration 0F: 3 clusters Score -6672804 nChanged 22034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -6684792.000000 Penalty: 5346.837402
	Iteration 1F: 3 clusters Score -6684792 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -6685363.000000 Penalty: 5346.837402
	Iteration 2Q: 3 clusters Score -6685363 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -6686043.500000 Penalty: 5346.837402
	Iteration 3Q: 3 clusters Score -6686044 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -6687098.500000 Penalty: 5346.837402
	Iteration 4Q: 3 clusters Score -6687098 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -6688754.000000 Penalty: 5346.837402
	Iteration 5F: 3 clusters Score -6688754 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -6691181.500000 Penalty: 5346.837402
	Iteration 6F: 3 clusters Score -6691182 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -6694491.000000 Penalty: 5346.837402
	Iteration 7F: 3 clusters Score -6694491 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -6697877.000000 Penalty: 5346.837402
	Iteration 8F: 3 clusters Score -6697877 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -6700373.000000 Penalty: 5346.837402
	Iteration 9F: 3 clusters Score -6700373 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6701693.000000 Penalty: 5346.837402
	Iteration 10Q: 3 clusters Score -6701693 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6702181.500000 Penalty: 5346.837402
	Iteration 11Q: 3 clusters Score -6702182 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6702411.000000 Penalty: 5346.837402
	Iteration 12Q: 3 clusters Score -6702411 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6702478.500000 Penalty: 5346.837402
	Iteration 13Q: 3 clusters Score -6702478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6702508.500000 Penalty: 5346.837402
	Iteration 14Q: 3 clusters Score -6702508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6702528.000000 Penalty: 5346.837402
	Iteration 15Q: 3 clusters Score -6702528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6702542.000000 Penalty: 5346.837402
	Iteration 16Q: 3 clusters Score -6702542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -6702551.500000 Penalty: 5346.837402
	Iteration 17Q: 3 clusters Score -6702552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6702558.000000 Penalty: 5346.837402
	Iteration 18Q: 3 clusters Score -6702558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6702569.000000 Penalty: 5346.837402
	Iteration 19Q: 3 clusters Score -6702569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6702584.000000 Penalty: 5346.837402
	Iteration 20F: 3 clusters Score -6702584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6702593.500000 Penalty: 5346.837402
	Iteration 21Q: 3 clusters Score -6702594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6702604.000000 Penalty: 5346.837402
	Iteration 22Q: 3 clusters Score -6702604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6702612.500000 Penalty: 5346.837402
	Iteration 23Q: 3 clusters Score -6702612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6702612.500000 Penalty: 5346.837402
	Iteration 24F: 3 clusters Score -6702612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (69315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69315 members 
Entering Unmasked Estep 
Score: -9694888.000000 Penalty: 2764.311279
	Iteration 0F: 2 clusters Score -9694888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -9648195.000000 Penalty: 5528.622559
	Iteration 0F: 3 clusters Score -9648195 nChanged 32415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -9666386.000000 Penalty: 5528.622559
	Iteration 1F: 3 clusters Score -9666386 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -9667065.000000 Penalty: 5528.622559
	Iteration 2Q: 3 clusters Score -9667065 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -9667837.000000 Penalty: 5528.622559
	Iteration 3Q: 3 clusters Score -9667837 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -9668729.000000 Penalty: 5528.622559
	Iteration 4Q: 3 clusters Score -9668729 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -9669993.000000 Penalty: 5528.622559
	Iteration 5Q: 3 clusters Score -9669993 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -9671778.000000 Penalty: 5528.622559
	Iteration 6F: 3 clusters Score -9671778 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -9674253.000000 Penalty: 5528.622559
	Iteration 7F: 3 clusters Score -9674253 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -9677312.000000 Penalty: 5528.622559
	Iteration 8F: 3 clusters Score -9677312 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -9680899.000000 Penalty: 5528.622559
	Iteration 9F: 3 clusters Score -9680899 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -9684398.000000 Penalty: 5528.622559
	Iteration 10F: 3 clusters Score -9684398 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53118 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -9687301.000000 Penalty: 5528.622559
	Iteration 11Q: 3 clusters Score -9687301 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54379 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -9688931.000000 Penalty: 5528.622559
	Iteration 12Q: 3 clusters Score -9688931 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -9689637.000000 Penalty: 5528.622559
	Iteration 13Q: 3 clusters Score -9689637 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56037 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -9690064.000000 Penalty: 5528.622559
	Iteration 14Q: 3 clusters Score -9690064 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56694 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -9690340.000000 Penalty: 5528.622559
	Iteration 15Q: 3 clusters Score -9690340 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57299 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -9690574.000000 Penalty: 5528.622559
	Iteration 16Q: 3 clusters Score -9690574 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57857 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -9690760.000000 Penalty: 5528.622559
	Iteration 17Q: 3 clusters Score -9690760 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -9690882.000000 Penalty: 5528.622559
	Iteration 18Q: 3 clusters Score -9690882 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58927 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -9691045.000000 Penalty: 5528.622559
	Iteration 19Q: 3 clusters Score -9691045 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59416 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -9691188.000000 Penalty: 5528.622559
	Iteration 20F: 3 clusters Score -9691188 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -9691232.000000 Penalty: 5528.622559
	Iteration 21Q: 3 clusters Score -9691232 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60350 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -9691390.000000 Penalty: 5528.622559
	Iteration 22Q: 3 clusters Score -9691390 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60775 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -9691480.000000 Penalty: 5528.622559
	Iteration 23Q: 3 clusters Score -9691480 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61158 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -9691571.000000 Penalty: 5528.622559
	Iteration 24Q: 3 clusters Score -9691571 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -9691651.000000 Penalty: 5528.622559
	Iteration 25Q: 3 clusters Score -9691651 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61899 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -9691729.000000 Penalty: 5528.622559
	Iteration 26Q: 3 clusters Score -9691729 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62232 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -9691807.000000 Penalty: 5528.622559
	Iteration 27Q: 3 clusters Score -9691807 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -9691890.000000 Penalty: 5528.622559
	Iteration 28Q: 3 clusters Score -9691890 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -9691912.000000 Penalty: 5528.622559
	Iteration 29Q: 3 clusters Score -9691912 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63088 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -9691946.000000 Penalty: 5528.622559
	Iteration 30Q: 3 clusters Score -9691946 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63339 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -9691991.000000 Penalty: 5528.622559
	Iteration 31Q: 3 clusters Score -9691991 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63589 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -9692053.000000 Penalty: 5528.622559
	Iteration 32Q: 3 clusters Score -9692053 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63838 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -9692131.000000 Penalty: 5528.622559
	Iteration 33Q: 3 clusters Score -9692131 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64065 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -9692185.000000 Penalty: 5528.622559
	Iteration 34Q: 3 clusters Score -9692185 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64286 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -9692222.000000 Penalty: 5528.622559
	Iteration 35Q: 3 clusters Score -9692222 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64499 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -9692259.000000 Penalty: 5528.622559
	Iteration 36Q: 3 clusters Score -9692259 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -9692296.000000 Penalty: 5528.622559
	Iteration 37Q: 3 clusters Score -9692296 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64880 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -9692374.000000 Penalty: 5528.622559
	Iteration 38Q: 3 clusters Score -9692374 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65054 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -9692412.000000 Penalty: 5528.622559
	Iteration 39Q: 3 clusters Score -9692412 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65222 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -9692442.000000 Penalty: 5528.622559
	Iteration 40F: 3 clusters Score -9692442 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65362 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -9692475.000000 Penalty: 5528.622559
	Iteration 41Q: 3 clusters Score -9692475 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65480 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -9692509.000000 Penalty: 5528.622559
	Iteration 42Q: 3 clusters Score -9692509 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65598 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -9692563.000000 Penalty: 5528.622559
	Iteration 43Q: 3 clusters Score -9692563 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65709 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -9692594.000000 Penalty: 5528.622559
	Iteration 44Q: 3 clusters Score -9692594 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65828 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -9692600.000000 Penalty: 5528.622559
	Iteration 45Q: 3 clusters Score -9692600 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65953 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -9692659.000000 Penalty: 5528.622559
	Iteration 46Q: 3 clusters Score -9692659 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -9692700.000000 Penalty: 5528.622559
	Iteration 47Q: 3 clusters Score -9692700 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66191 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -9692687.000000 Penalty: 5528.622559
	Iteration 48Q: 3 clusters Score -9692687 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66291 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -9692729.000000 Penalty: 5528.622559
	Iteration 49Q: 3 clusters Score -9692729 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66389 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -9692741.000000 Penalty: 5528.622559
	Iteration 50Q: 3 clusters Score -9692741 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66466 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -9692766.000000 Penalty: 5528.622559
	Iteration 51Q: 3 clusters Score -9692766 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66551 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -9692784.000000 Penalty: 5528.622559
	Iteration 52Q: 3 clusters Score -9692784 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66635 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -9692787.000000 Penalty: 5528.622559
	Iteration 53Q: 3 clusters Score -9692787 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66717 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -9692799.000000 Penalty: 5528.622559
	Iteration 54Q: 3 clusters Score -9692799 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66784 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -9692823.000000 Penalty: 5528.622559
	Iteration 55Q: 3 clusters Score -9692823 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66844 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -9692828.000000 Penalty: 5528.622559
	Iteration 56Q: 3 clusters Score -9692828 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66887 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -9692838.000000 Penalty: 5528.622559
	Iteration 57Q: 3 clusters Score -9692838 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66929 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -9692834.000000 Penalty: 5528.622559
	Iteration 58Q: 3 clusters Score -9692834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66963 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -9692833.000000 Penalty: 5528.622559
	Iteration 59Q: 3 clusters Score -9692833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66989 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -9692840.000000 Penalty: 5528.622559
	Iteration 60F: 3 clusters Score -9692840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67017 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -9692846.000000 Penalty: 5528.622559
	Iteration 61Q: 3 clusters Score -9692846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67041 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -9692863.000000 Penalty: 5528.622559
	Iteration 62Q: 3 clusters Score -9692863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67063 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -9692852.000000 Penalty: 5528.622559
	Iteration 63Q: 3 clusters Score -9692852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67084 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -9692863.000000 Penalty: 5528.622559
	Iteration 64Q: 3 clusters Score -9692863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67109 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -9692858.000000 Penalty: 5528.622559
	Iteration 65Q: 3 clusters Score -9692858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -9692864.000000 Penalty: 5528.622559
	Iteration 66Q: 3 clusters Score -9692864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -9692872.000000 Penalty: 5528.622559
	Iteration 67Q: 3 clusters Score -9692872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67159 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -9692877.000000 Penalty: 5528.622559
	Iteration 68Q: 3 clusters Score -9692877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67170 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -9692868.000000 Penalty: 5528.622559
	Iteration 69Q: 3 clusters Score -9692868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67179 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -9692878.000000 Penalty: 5528.622559
	Iteration 70Q: 3 clusters Score -9692878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -9692868.000000 Penalty: 5528.622559
	Iteration 71Q: 3 clusters Score -9692868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67198 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -9692865.000000 Penalty: 5528.622559
	Iteration 72Q: 3 clusters Score -9692865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67203 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -9692874.000000 Penalty: 5528.622559
	Iteration 73Q: 3 clusters Score -9692874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -9692882.000000 Penalty: 5528.622559
	Iteration 74Q: 3 clusters Score -9692882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67218 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -9692882.000000 Penalty: 5528.622559
	Iteration 75Q: 3 clusters Score -9692882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67231 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -9692891.000000 Penalty: 5528.622559
	Iteration 76Q: 3 clusters Score -9692891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67243 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -9692900.000000 Penalty: 5528.622559
	Iteration 77Q: 3 clusters Score -9692900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67256 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -9692896.000000 Penalty: 5528.622559
	Iteration 78Q: 3 clusters Score -9692896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -9692898.000000 Penalty: 5528.622559
	Iteration 79Q: 3 clusters Score -9692898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67271 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -9692900.000000 Penalty: 5528.622559
	Iteration 80F: 3 clusters Score -9692900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67274 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -9692901.000000 Penalty: 5528.622559
	Iteration 81Q: 3 clusters Score -9692901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67279 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -9692902.000000 Penalty: 5528.622559
	Iteration 82Q: 3 clusters Score -9692902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67285 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -9692909.000000 Penalty: 5528.622559
	Iteration 83Q: 3 clusters Score -9692909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67289 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -9692912.000000 Penalty: 5528.622559
	Iteration 84Q: 3 clusters Score -9692912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67294 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -9692912.000000 Penalty: 5528.622559
	Iteration 85Q: 3 clusters Score -9692912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67299 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -9692914.000000 Penalty: 5528.622559
	Iteration 86Q: 3 clusters Score -9692914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67305 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -9692918.000000 Penalty: 5528.622559
	Iteration 87Q: 3 clusters Score -9692918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67314 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -9692919.000000 Penalty: 5528.622559
	Iteration 88Q: 3 clusters Score -9692919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67326 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -9692914.000000 Penalty: 5528.622559
	Iteration 89Q: 3 clusters Score -9692914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67334 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -9692909.000000 Penalty: 5528.622559
	Iteration 90Q: 3 clusters Score -9692909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67341 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -9692912.000000 Penalty: 5528.622559
	Iteration 91Q: 3 clusters Score -9692912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67348 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -9692912.000000 Penalty: 5528.622559
	Iteration 92Q: 3 clusters Score -9692912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67356 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -9692916.000000 Penalty: 5528.622559
	Iteration 93Q: 3 clusters Score -9692916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67363 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -9692918.000000 Penalty: 5528.622559
	Iteration 94Q: 3 clusters Score -9692918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67368 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -9692917.000000 Penalty: 5528.622559
	Iteration 95Q: 3 clusters Score -9692917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67374 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -9692928.000000 Penalty: 5528.622559
	Iteration 96Q: 3 clusters Score -9692928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67382 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -9692937.000000 Penalty: 5528.622559
	Iteration 97Q: 3 clusters Score -9692937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67386 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -9692932.000000 Penalty: 5528.622559
	Iteration 98Q: 3 clusters Score -9692932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67387 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -9692934.000000 Penalty: 5528.622559
	Iteration 99Q: 3 clusters Score -9692934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67387 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -9692934.000000 Penalty: 5528.622559
	Iteration 100F: 3 clusters Score -9692934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (43415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Entering Unmasked Estep 
Score: -5880579.500000 Penalty: 2648.282959
	Iteration 0F: 2 clusters Score -5880580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -5851293.000000 Penalty: 5296.565918
	Iteration 0F: 3 clusters Score -5851293 nChanged 19970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -5862117.500000 Penalty: 5296.565918
	Iteration 1F: 3 clusters Score -5862118 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -5862724.500000 Penalty: 5296.565918
	Iteration 2Q: 3 clusters Score -5862724 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -5863373.000000 Penalty: 5296.565918
	Iteration 3Q: 3 clusters Score -5863373 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -5864154.000000 Penalty: 5296.565918
	Iteration 4Q: 3 clusters Score -5864154 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -5865045.000000 Penalty: 5296.565918
	Iteration 5Q: 3 clusters Score -5865045 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -5866188.000000 Penalty: 5296.565918
	Iteration 6F: 3 clusters Score -5866188 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -5867488.000000 Penalty: 5296.565918
	Iteration 7F: 3 clusters Score -5867488 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -5868916.500000 Penalty: 5296.565918
	Iteration 8F: 3 clusters Score -5868916 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -5870144.500000 Penalty: 5296.565918
	Iteration 9F: 3 clusters Score -5870144 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -5871075.500000 Penalty: 5296.565918
	Iteration 10Q: 3 clusters Score -5871076 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -5871667.000000 Penalty: 5296.565918
	Iteration 11Q: 3 clusters Score -5871667 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -5872111.000000 Penalty: 5296.565918
	Iteration 12Q: 3 clusters Score -5872111 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -5872466.500000 Penalty: 5296.565918
	Iteration 13Q: 3 clusters Score -5872466 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -5872874.500000 Penalty: 5296.565918
	Iteration 14Q: 3 clusters Score -5872874 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -5873302.000000 Penalty: 5296.565918
	Iteration 15Q: 3 clusters Score -5873302 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -5873819.500000 Penalty: 5296.565918
	Iteration 16Q: 3 clusters Score -5873820 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -5874541.000000 Penalty: 5296.565918
	Iteration 17Q: 3 clusters Score -5874541 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -5875512.500000 Penalty: 5296.565918
	Iteration 18Q: 3 clusters Score -5875512 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5876533.000000 Penalty: 5296.565918
	Iteration 19Q: 3 clusters Score -5876533 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5877325.000000 Penalty: 5296.565918
	Iteration 20F: 3 clusters Score -5877325 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5877832.000000 Penalty: 5296.565918
	Iteration 21Q: 3 clusters Score -5877832 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5878086.000000 Penalty: 5296.565918
	Iteration 22Q: 3 clusters Score -5878086 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5878208.000000 Penalty: 5296.565918
	Iteration 23Q: 3 clusters Score -5878208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5878270.500000 Penalty: 5296.565918
	Iteration 24Q: 3 clusters Score -5878270 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5878311.000000 Penalty: 5296.565918
	Iteration 25Q: 3 clusters Score -5878311 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5878334.500000 Penalty: 5296.565918
	Iteration 26Q: 3 clusters Score -5878334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5878360.500000 Penalty: 5296.565918
	Iteration 27Q: 3 clusters Score -5878360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5878399.500000 Penalty: 5296.565918
	Iteration 28Q: 3 clusters Score -5878400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5878419.000000 Penalty: 5296.565918
	Iteration 29Q: 3 clusters Score -5878419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5878445.500000 Penalty: 5296.565918
	Iteration 30Q: 3 clusters Score -5878446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5878454.000000 Penalty: 5296.565918
	Iteration 31Q: 3 clusters Score -5878454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5878456.000000 Penalty: 5296.565918
	Iteration 32Q: 3 clusters Score -5878456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5878463.500000 Penalty: 5296.565918
	Iteration 33Q: 3 clusters Score -5878464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5878479.500000 Penalty: 5296.565918
	Iteration 34Q: 3 clusters Score -5878480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5878488.000000 Penalty: 5296.565918
	Iteration 35Q: 3 clusters Score -5878488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5878489.000000 Penalty: 5296.565918
	Iteration 36Q: 3 clusters Score -5878489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5878504.500000 Penalty: 5296.565918
	Iteration 37Q: 3 clusters Score -5878504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5878505.500000 Penalty: 5296.565918
	Iteration 38Q: 3 clusters Score -5878506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5878512.500000 Penalty: 5296.565918
	Iteration 39Q: 3 clusters Score -5878512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5878526.000000 Penalty: 5296.565918
	Iteration 40F: 3 clusters Score -5878526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5878525.000000 Penalty: 5296.565918
	Iteration 41Q: 3 clusters Score -5878525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5878525.000000 Penalty: 5296.565918
	Iteration 42F: 3 clusters Score -5878525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -93443.453125 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -93443.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -91795.796875 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -91795.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -92177.789062 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -92177.79 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -92343.617188 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -92343.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -92443.304688 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -92443.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -92506.257812 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -92506.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -92537.109375 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -92537.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -92563.812500 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -92563.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -92588.523438 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -92588.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -92616.773438 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -92616.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -92640.226562 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -92640.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -92664.382812 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -92664.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -92714.203125 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -92714.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -92757.992188 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -92757.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -92824.914062 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -92824.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -92860.273438 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -92860.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -92886.445312 Penalty: 3284.877197
	Iteration 15Q: 3 clusters Score -92886.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -92906.820312 Penalty: 3284.877197
	Iteration 16Q: 3 clusters Score -92906.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -92920.976562 Penalty: 3284.877197
	Iteration 17Q: 3 clusters Score -92920.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -92937.890625 Penalty: 3284.877197
	Iteration 18Q: 3 clusters Score -92937.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -92942.656250 Penalty: 3284.877197
	Iteration 19Q: 3 clusters Score -92942.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -92943.875000 Penalty: 3284.877197
	Iteration 20F: 3 clusters Score -92943.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -92944.953125 Penalty: 3284.877197
	Iteration 21Q: 3 clusters Score -92944.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -92944.953125 Penalty: 3284.877197
	Iteration 22F: 3 clusters Score -92944.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -97161.476562 Penalty: 1639.452515
	Iteration 0F: 2 clusters Score -97161.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -95417.585938 Penalty: 3278.905029
	Iteration 0F: 3 clusters Score -95417.59 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -95654.632812 Penalty: 3278.905029
	Iteration 1F: 3 clusters Score -95654.63 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -95739.804688 Penalty: 3278.905029
	Iteration 2F: 3 clusters Score -95739.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -95792.406250 Penalty: 3278.905029
	Iteration 3Q: 3 clusters Score -95792.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -95833.015625 Penalty: 3278.905029
	Iteration 4Q: 3 clusters Score -95833.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -95871.562500 Penalty: 3278.905029
	Iteration 5Q: 3 clusters Score -95871.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -95896.984375 Penalty: 3278.905029
	Iteration 6Q: 3 clusters Score -95896.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -95914.312500 Penalty: 3278.905029
	Iteration 7Q: 3 clusters Score -95914.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -95948.164062 Penalty: 3278.905029
	Iteration 8Q: 3 clusters Score -95948.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -95987.062500 Penalty: 3278.905029
	Iteration 9Q: 3 clusters Score -95987.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -96022.210938 Penalty: 3278.905029
	Iteration 10Q: 3 clusters Score -96022.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -96066.515625 Penalty: 3278.905029
	Iteration 11Q: 3 clusters Score -96066.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -96103.593750 Penalty: 3278.905029
	Iteration 12Q: 3 clusters Score -96103.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -96133.171875 Penalty: 3278.905029
	Iteration 13Q: 3 clusters Score -96133.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -96163.640625 Penalty: 3278.905029
	Iteration 14Q: 3 clusters Score -96163.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -96177.804688 Penalty: 3278.905029
	Iteration 15Q: 3 clusters Score -96177.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -96186.171875 Penalty: 3278.905029
	Iteration 16Q: 3 clusters Score -96186.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -96188.796875 Penalty: 3278.905029
	Iteration 17Q: 3 clusters Score -96188.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -96193.429688 Penalty: 3278.905029
	Iteration 18Q: 3 clusters Score -96193.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -96198.289062 Penalty: 3278.905029
	Iteration 19Q: 3 clusters Score -96198.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -96199.835938 Penalty: 3278.905029
	Iteration 20F: 3 clusters Score -96199.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -96203.820312 Penalty: 3278.905029
	Iteration 21Q: 3 clusters Score -96203.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -96209.398438 Penalty: 3278.905029
	Iteration 22Q: 3 clusters Score -96209.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -96210.921875 Penalty: 3278.905029
	Iteration 23Q: 3 clusters Score -96210.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -96210.921875 Penalty: 3278.905029
	Iteration 24F: 3 clusters Score -96210.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (47927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Entering Unmasked Estep 
Score: -6728317.000000 Penalty: 2672.803711
	Iteration 0F: 2 clusters Score -6728317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -6695844.500000 Penalty: 5345.607422
	Iteration 0F: 3 clusters Score -6695844 nChanged 22199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -6708071.000000 Penalty: 5345.607422
	Iteration 1F: 3 clusters Score -6708071 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -6708825.000000 Penalty: 5345.607422
	Iteration 2Q: 3 clusters Score -6708825 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -6709612.500000 Penalty: 5345.607422
	Iteration 3Q: 3 clusters Score -6709612 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -6710773.500000 Penalty: 5345.607422
	Iteration 4Q: 3 clusters Score -6710774 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -6712236.500000 Penalty: 5345.607422
	Iteration 5F: 3 clusters Score -6712236 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -6714098.500000 Penalty: 5345.607422
	Iteration 6F: 3 clusters Score -6714098 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -6716330.000000 Penalty: 5345.607422
	Iteration 7F: 3 clusters Score -6716330 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -6718694.000000 Penalty: 5345.607422
	Iteration 8F: 3 clusters Score -6718694 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -6720631.000000 Penalty: 5345.607422
	Iteration 9F: 3 clusters Score -6720631 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -6722236.000000 Penalty: 5345.607422
	Iteration 10Q: 3 clusters Score -6722236 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -6723441.500000 Penalty: 5345.607422
	Iteration 11Q: 3 clusters Score -6723442 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -6724341.000000 Penalty: 5345.607422
	Iteration 12Q: 3 clusters Score -6724341 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6724975.000000 Penalty: 5345.607422
	Iteration 13Q: 3 clusters Score -6724975 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6725403.500000 Penalty: 5345.607422
	Iteration 14Q: 3 clusters Score -6725404 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6725641.000000 Penalty: 5345.607422
	Iteration 15Q: 3 clusters Score -6725641 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6725773.500000 Penalty: 5345.607422
	Iteration 16Q: 3 clusters Score -6725774 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6725864.000000 Penalty: 5345.607422
	Iteration 17Q: 3 clusters Score -6725864 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6725913.000000 Penalty: 5345.607422
	Iteration 18Q: 3 clusters Score -6725913 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6725943.000000 Penalty: 5345.607422
	Iteration 19Q: 3 clusters Score -6725943 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6725979.000000 Penalty: 5345.607422
	Iteration 20F: 3 clusters Score -6725979 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6726019.500000 Penalty: 5345.607422
	Iteration 21Q: 3 clusters Score -6726020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6726031.000000 Penalty: 5345.607422
	Iteration 22Q: 3 clusters Score -6726031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6726046.000000 Penalty: 5345.607422
	Iteration 23Q: 3 clusters Score -6726046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6726056.500000 Penalty: 5345.607422
	Iteration 24Q: 3 clusters Score -6726056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6726071.000000 Penalty: 5345.607422
	Iteration 25Q: 3 clusters Score -6726071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6726066.500000 Penalty: 5345.607422
	Iteration 26Q: 3 clusters Score -6726066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6726080.500000 Penalty: 5345.607422
	Iteration 27Q: 3 clusters Score -6726080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6726087.500000 Penalty: 5345.607422
	Iteration 28Q: 3 clusters Score -6726088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6726098.000000 Penalty: 5345.607422
	Iteration 29Q: 3 clusters Score -6726098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6726101.000000 Penalty: 5345.607422
	Iteration 30Q: 3 clusters Score -6726101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6726105.000000 Penalty: 5345.607422
	Iteration 31Q: 3 clusters Score -6726105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6726107.000000 Penalty: 5345.607422
	Iteration 32Q: 3 clusters Score -6726107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6726103.000000 Penalty: 5345.607422
	Iteration 33Q: 3 clusters Score -6726103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6726113.000000 Penalty: 5345.607422
	Iteration 34Q: 3 clusters Score -6726113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6726112.000000 Penalty: 5345.607422
	Iteration 35Q: 3 clusters Score -6726112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6726122.000000 Penalty: 5345.607422
	Iteration 36Q: 3 clusters Score -6726122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6726122.000000 Penalty: 5345.607422
	Iteration 37Q: 3 clusters Score -6726122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6726120.500000 Penalty: 5345.607422
	Iteration 38Q: 3 clusters Score -6726120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6726125.000000 Penalty: 5345.607422
	Iteration 39Q: 3 clusters Score -6726125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6726132.500000 Penalty: 5345.607422
	Iteration 40F: 3 clusters Score -6726132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6726137.000000 Penalty: 5345.607422
	Iteration 41Q: 3 clusters Score -6726137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6726142.000000 Penalty: 5345.607422
	Iteration 42Q: 3 clusters Score -6726142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6726150.000000 Penalty: 5345.607422
	Iteration 43Q: 3 clusters Score -6726150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6726158.000000 Penalty: 5345.607422
	Iteration 44Q: 3 clusters Score -6726158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6726159.000000 Penalty: 5345.607422
	Iteration 45Q: 3 clusters Score -6726159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6726159.000000 Penalty: 5345.607422
	Iteration 46F: 3 clusters Score -6726159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -37193.503906 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -37193.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35905.960938 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -35905.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -35981.023438 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -35981.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36018.667969 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -36018.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36032.085938 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -36032.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36036.964844 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -36036.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36041.804688 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -36041.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36041.804688 Penalty: 2822.418457
	Iteration 6F: 3 clusters Score -36041.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23462 members 
Mstep: Class 4 contains 14474 members 
Mstep: Class 5 contains 49857 members 
Mstep: Class 6 contains 3984 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 8 contains 201023 members 
Mstep: Class 9 contains 5151 members 
Mstep: Class 10 contains 7514 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5989 members 
Mstep: Class 13 contains 10982 members 
Mstep: Class 14 contains 9261 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24656 members 
Mstep: Class 17 contains 2932 members 
Mstep: Class 18 contains 143191 members 
Mstep: Class 19 contains 155869 members 
Mstep: Class 20 contains 32151 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38153 members 
Mstep: Class 23 contains 18015 members 
Mstep: Class 24 contains 48046 members 
Mstep: Class 25 contains 69315 members 
Mstep: Class 26 contains 43415 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47927 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142953984.000000 Penalty: 103175.226562
Iteration 359Q: 31 clusters Score -1.42954e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23462 members 
Mstep: Class 4 contains 14474 members 
Mstep: Class 5 contains 49858 members 
Mstep: Class 6 contains 3984 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 8 contains 201006 members 
Mstep: Class 9 contains 5151 members 
Mstep: Class 10 contains 7514 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 5989 members 
Mstep: Class 13 contains 10985 members 
Mstep: Class 14 contains 9259 members 
Mstep: Class 15 contains 8345 members 
Mstep: Class 16 contains 24656 members 
Mstep: Class 17 contains 2932 members 
Mstep: Class 18 contains 143209 members 
Mstep: Class 19 contains 155847 members 
Mstep: Class 20 contains 32157 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38164 members 
Mstep: Class 23 contains 18015 members 
Mstep: Class 24 contains 48051 members 
Mstep: Class 25 contains 69285 members 
Mstep: Class 26 contains 43405 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47942 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142953984.000000 Penalty: 103175.226562
Iteration 360F: 31 clusters Score -1.42954e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58118 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23466 members 
Mstep: Class 4 contains 14474 members 
Mstep: Class 5 contains 49859 members 
Mstep: Class 6 contains 3984 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 8 contains 200983 members 
Mstep: Class 9 contains 5152 members 
Mstep: Class 10 contains 7514 members 
Mstep: Class 11 contains 7183 members 
Mstep: Class 12 contains 5988 members 
Mstep: Class 13 contains 10979 members 
Mstep: Class 14 contains 9258 members 
Mstep: Class 15 contains 8344 members 
Mstep: Class 16 contains 24656 members 
Mstep: Class 17 contains 2932 members 
Mstep: Class 18 contains 143222 members 
Mstep: Class 19 contains 155833 members 
Mstep: Class 20 contains 32172 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38173 members 
Mstep: Class 23 contains 18015 members 
Mstep: Class 24 contains 48055 members 
Mstep: Class 25 contains 69259 members 
Mstep: Class 26 contains 43395 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47949 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142953952.000000 Penalty: 103175.226562
Iteration 361Q: 31 clusters Score -1.42954e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58140 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23461 members 
Mstep: Class 4 contains 14474 members 
Mstep: Class 5 contains 49858 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 8 contains 200970 members 
Mstep: Class 9 contains 5155 members 
Mstep: Class 10 contains 7514 members 
Mstep: Class 11 contains 7183 members 
Mstep: Class 12 contains 5988 members 
Mstep: Class 13 contains 10978 members 
Mstep: Class 14 contains 9258 members 
Mstep: Class 15 contains 8345 members 
Mstep: Class 16 contains 24656 members 
Mstep: Class 17 contains 2932 members 
Mstep: Class 18 contains 143248 members 
Mstep: Class 19 contains 155811 members 
Mstep: Class 20 contains 32188 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38182 members 
Mstep: Class 23 contains 18015 members 
Mstep: Class 24 contains 48064 members 
Mstep: Class 25 contains 69214 members 
Mstep: Class 26 contains 43388 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47958 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142953952.000000 Penalty: 103175.226562
Iteration 362Q: 31 clusters Score -1.42954e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58168 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23460 members 
Mstep: Class 4 contains 14474 members 
Mstep: Class 5 contains 49855 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 8 contains 200948 members 
Mstep: Class 9 contains 5156 members 
Mstep: Class 10 contains 7514 members 
Mstep: Class 11 contains 7183 members 
Mstep: Class 12 contains 5988 members 
Mstep: Class 13 contains 10988 members 
Mstep: Class 14 contains 9258 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24657 members 
Mstep: Class 17 contains 2932 members 
Mstep: Class 18 contains 143264 members 
Mstep: Class 19 contains 155789 members 
Mstep: Class 20 contains 32195 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38195 members 
Mstep: Class 23 contains 18016 members 
Mstep: Class 24 contains 48073 members 
Mstep: Class 25 contains 69175 members 
Mstep: Class 26 contains 43383 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47963 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954032.000000 Penalty: 103175.226562
Iteration 363Q: 31 clusters Score -1.42954e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58187 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23463 members 
Mstep: Class 4 contains 14474 members 
Mstep: Class 5 contains 49857 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 8 contains 200943 members 
Mstep: Class 9 contains 5157 members 
Mstep: Class 10 contains 7514 members 
Mstep: Class 11 contains 7183 members 
Mstep: Class 12 contains 5988 members 
Mstep: Class 13 contains 10982 members 
Mstep: Class 14 contains 9258 members 
Mstep: Class 15 contains 8345 members 
Mstep: Class 16 contains 24657 members 
Mstep: Class 17 contains 2932 members 
Mstep: Class 18 contains 143282 members 
Mstep: Class 19 contains 155777 members 
Mstep: Class 20 contains 32203 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38209 members 
Mstep: Class 23 contains 18015 members 
Mstep: Class 24 contains 48081 members 
Mstep: Class 25 contains 69131 members 
Mstep: Class 26 contains 43379 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47964 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142953904.000000 Penalty: 103175.226562
Iteration 364Q: 31 clusters Score -1.429539e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58202 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23464 members 
Mstep: Class 4 contains 14475 members 
Mstep: Class 5 contains 49859 members 
Mstep: Class 6 contains 3979 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 8 contains 200923 members 
Mstep: Class 9 contains 5157 members 
Mstep: Class 10 contains 7514 members 
Mstep: Class 11 contains 7183 members 
Mstep: Class 12 contains 5987 members 
Mstep: Class 13 contains 10981 members 
Mstep: Class 14 contains 9259 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24657 members 
Mstep: Class 17 contains 2932 members 
Mstep: Class 18 contains 143300 members 
Mstep: Class 19 contains 155781 members 
Mstep: Class 20 contains 32213 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38220 members 
Mstep: Class 23 contains 18014 members 
Mstep: Class 24 contains 48084 members 
Mstep: Class 25 contains 69097 members 
Mstep: Class 26 contains 43370 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47966 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142953904.000000 Penalty: 103175.226562
Iteration 365Q: 31 clusters Score -1.429539e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58215 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23467 members 
Mstep: Class 4 contains 14476 members 
Mstep: Class 5 contains 49859 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 8 contains 200902 members 
Mstep: Class 9 contains 5157 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7183 members 
Mstep: Class 12 contains 5987 members 
Mstep: Class 13 contains 10978 members 
Mstep: Class 14 contains 9259 members 
Mstep: Class 15 contains 8347 members 
Mstep: Class 16 contains 24658 members 
Mstep: Class 17 contains 2931 members 
Mstep: Class 18 contains 143321 members 
Mstep: Class 19 contains 155774 members 
Mstep: Class 20 contains 32223 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38226 members 
Mstep: Class 23 contains 18013 members 
Mstep: Class 24 contains 48093 members 
Mstep: Class 25 contains 69066 members 
Mstep: Class 26 contains 43372 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47962 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142953840.000000 Penalty: 103175.226562
Iteration 366Q: 31 clusters Score -1.429538e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23467 members 
Mstep: Class 4 contains 14478 members 
Mstep: Class 5 contains 49860 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 8 contains 200882 members 
Mstep: Class 9 contains 5158 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7183 members 
Mstep: Class 12 contains 5987 members 
Mstep: Class 13 contains 10979 members 
Mstep: Class 14 contains 9259 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 24658 members 
Mstep: Class 17 contains 2931 members 
Mstep: Class 18 contains 143328 members 
Mstep: Class 19 contains 155763 members 
Mstep: Class 20 contains 32230 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38240 members 
Mstep: Class 23 contains 18014 members 
Mstep: Class 24 contains 48104 members 
Mstep: Class 25 contains 69043 members 
Mstep: Class 26 contains 43371 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47963 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142953904.000000 Penalty: 103175.226562
Iteration 367Q: 31 clusters Score -1.429539e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23465 members 
Mstep: Class 4 contains 14478 members 
Mstep: Class 5 contains 49860 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 8 contains 200860 members 
Mstep: Class 9 contains 5158 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 5986 members 
Mstep: Class 13 contains 10977 members 
Mstep: Class 14 contains 9259 members 
Mstep: Class 15 contains 8349 members 
Mstep: Class 16 contains 24658 members 
Mstep: Class 17 contains 2931 members 
Mstep: Class 18 contains 143337 members 
Mstep: Class 19 contains 155765 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38247 members 
Mstep: Class 23 contains 18014 members 
Mstep: Class 24 contains 48109 members 
Mstep: Class 25 contains 69028 members 
Mstep: Class 26 contains 43364 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47961 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142953968.000000 Penalty: 103175.226562
Iteration 368Q: 31 clusters Score -1.42954e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58252 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23467 members 
Mstep: Class 4 contains 14479 members 
Mstep: Class 5 contains 49859 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200836 members 
Mstep: Class 9 contains 5158 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5986 members 
Mstep: Class 13 contains 10979 members 
Mstep: Class 14 contains 9259 members 
Mstep: Class 15 contains 8349 members 
Mstep: Class 16 contains 24658 members 
Mstep: Class 17 contains 2931 members 
Mstep: Class 18 contains 143361 members 
Mstep: Class 19 contains 155759 members 
Mstep: Class 20 contains 32242 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38248 members 
Mstep: Class 23 contains 18014 members 
Mstep: Class 24 contains 48112 members 
Mstep: Class 25 contains 69011 members 
Mstep: Class 26 contains 43361 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47969 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142953920.000000 Penalty: 103175.226562
Iteration 369Q: 31 clusters Score -1.429539e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23467 members 
Mstep: Class 4 contains 14479 members 
Mstep: Class 5 contains 49858 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200794 members 
Mstep: Class 9 contains 5158 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7181 members 
Mstep: Class 12 contains 5986 members 
Mstep: Class 13 contains 10987 members 
Mstep: Class 14 contains 9259 members 
Mstep: Class 15 contains 8349 members 
Mstep: Class 16 contains 24657 members 
Mstep: Class 17 contains 2931 members 
Mstep: Class 18 contains 143379 members 
Mstep: Class 19 contains 155752 members 
Mstep: Class 20 contains 32245 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38258 members 
Mstep: Class 23 contains 18013 members 
Mstep: Class 24 contains 48119 members 
Mstep: Class 25 contains 69002 members 
Mstep: Class 26 contains 43355 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47977 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954048.000000 Penalty: 103175.226562
Iteration 370Q: 31 clusters Score -1.42954e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23469 members 
Mstep: Class 4 contains 14479 members 
Mstep: Class 5 contains 49859 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200790 members 
Mstep: Class 9 contains 5158 members 
Mstep: Class 10 contains 7514 members 
Mstep: Class 11 contains 7181 members 
Mstep: Class 12 contains 5986 members 
Mstep: Class 13 contains 10988 members 
Mstep: Class 14 contains 9259 members 
Mstep: Class 15 contains 8349 members 
Mstep: Class 16 contains 24657 members 
Mstep: Class 17 contains 2931 members 
Mstep: Class 18 contains 143390 members 
Mstep: Class 19 contains 155733 members 
Mstep: Class 20 contains 32247 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38265 members 
Mstep: Class 23 contains 18012 members 
Mstep: Class 24 contains 48117 members 
Mstep: Class 25 contains 68991 members 
Mstep: Class 26 contains 43346 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47987 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954240.000000 Penalty: 103175.226562
Iteration 371Q: 31 clusters Score -1.429542e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58284 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23468 members 
Mstep: Class 4 contains 14479 members 
Mstep: Class 5 contains 49858 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200799 members 
Mstep: Class 9 contains 5158 members 
Mstep: Class 10 contains 7514 members 
Mstep: Class 11 contains 7181 members 
Mstep: Class 12 contains 5986 members 
Mstep: Class 13 contains 10988 members 
Mstep: Class 14 contains 9258 members 
Mstep: Class 15 contains 8349 members 
Mstep: Class 16 contains 24656 members 
Mstep: Class 17 contains 2931 members 
Mstep: Class 18 contains 143402 members 
Mstep: Class 19 contains 155720 members 
Mstep: Class 20 contains 32247 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38271 members 
Mstep: Class 23 contains 18013 members 
Mstep: Class 24 contains 48117 members 
Mstep: Class 25 contains 68980 members 
Mstep: Class 26 contains 43332 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47992 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954176.000000 Penalty: 103175.226562
Iteration 372Q: 31 clusters Score -1.429542e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58296 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23469 members 
Mstep: Class 4 contains 14479 members 
Mstep: Class 5 contains 49858 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200802 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7514 members 
Mstep: Class 11 contains 7181 members 
Mstep: Class 12 contains 5986 members 
Mstep: Class 13 contains 10990 members 
Mstep: Class 14 contains 9258 members 
Mstep: Class 15 contains 8349 members 
Mstep: Class 16 contains 24656 members 
Mstep: Class 17 contains 2930 members 
Mstep: Class 18 contains 143414 members 
Mstep: Class 19 contains 155709 members 
Mstep: Class 20 contains 32247 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38275 members 
Mstep: Class 23 contains 18013 members 
Mstep: Class 24 contains 48116 members 
Mstep: Class 25 contains 68964 members 
Mstep: Class 26 contains 43320 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47999 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954128.000000 Penalty: 103175.226562
Iteration 373Q: 31 clusters Score -1.429541e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58309 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23470 members 
Mstep: Class 4 contains 14479 members 
Mstep: Class 5 contains 49857 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200797 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7515 members 
Mstep: Class 11 contains 7181 members 
Mstep: Class 12 contains 5986 members 
Mstep: Class 13 contains 10989 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8349 members 
Mstep: Class 16 contains 24656 members 
Mstep: Class 17 contains 2929 members 
Mstep: Class 18 contains 143422 members 
Mstep: Class 19 contains 155695 members 
Mstep: Class 20 contains 32247 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38283 members 
Mstep: Class 23 contains 18014 members 
Mstep: Class 24 contains 48118 members 
Mstep: Class 25 contains 68955 members 
Mstep: Class 26 contains 43309 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48008 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954176.000000 Penalty: 103175.226562
Iteration 374Q: 31 clusters Score -1.429542e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58319 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23472 members 
Mstep: Class 4 contains 14479 members 
Mstep: Class 5 contains 49857 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200801 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7516 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 5986 members 
Mstep: Class 13 contains 10998 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8349 members 
Mstep: Class 16 contains 24656 members 
Mstep: Class 17 contains 2928 members 
Mstep: Class 18 contains 143427 members 
Mstep: Class 19 contains 155688 members 
Mstep: Class 20 contains 32246 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38286 members 
Mstep: Class 23 contains 18013 members 
Mstep: Class 24 contains 48120 members 
Mstep: Class 25 contains 68941 members 
Mstep: Class 26 contains 43297 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48007 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954064.000000 Penalty: 103175.226562
Iteration 375Q: 31 clusters Score -1.429541e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58325 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23475 members 
Mstep: Class 4 contains 14480 members 
Mstep: Class 5 contains 49858 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200792 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7515 members 
Mstep: Class 11 contains 7183 members 
Mstep: Class 12 contains 5986 members 
Mstep: Class 13 contains 11001 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8349 members 
Mstep: Class 16 contains 24656 members 
Mstep: Class 17 contains 2927 members 
Mstep: Class 18 contains 143433 members 
Mstep: Class 19 contains 155680 members 
Mstep: Class 20 contains 32249 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38289 members 
Mstep: Class 23 contains 18013 members 
Mstep: Class 24 contains 48121 members 
Mstep: Class 25 contains 68924 members 
Mstep: Class 26 contains 43296 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48016 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954016.000000 Penalty: 103175.226562
Iteration 376Q: 31 clusters Score -1.42954e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58327 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23476 members 
Mstep: Class 4 contains 14481 members 
Mstep: Class 5 contains 49857 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200777 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7516 members 
Mstep: Class 11 contains 7183 members 
Mstep: Class 12 contains 5986 members 
Mstep: Class 13 contains 11008 members 
Mstep: Class 14 contains 9255 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 16 contains 24656 members 
Mstep: Class 17 contains 2926 members 
Mstep: Class 18 contains 143438 members 
Mstep: Class 19 contains 155672 members 
Mstep: Class 20 contains 32250 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38297 members 
Mstep: Class 23 contains 18016 members 
Mstep: Class 24 contains 48121 members 
Mstep: Class 25 contains 68916 members 
Mstep: Class 26 contains 43294 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48021 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954096.000000 Penalty: 103175.226562
Iteration 377Q: 31 clusters Score -1.429541e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23478 members 
Mstep: Class 4 contains 14482 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200761 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7516 members 
Mstep: Class 11 contains 7183 members 
Mstep: Class 12 contains 5986 members 
Mstep: Class 13 contains 11015 members 
Mstep: Class 14 contains 9255 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 16 contains 24656 members 
Mstep: Class 17 contains 2925 members 
Mstep: Class 18 contains 143450 members 
Mstep: Class 19 contains 155661 members 
Mstep: Class 20 contains 32248 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38307 members 
Mstep: Class 23 contains 18016 members 
Mstep: Class 24 contains 48119 members 
Mstep: Class 25 contains 68905 members 
Mstep: Class 26 contains 43294 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48028 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954128.000000 Penalty: 103175.226562
Iteration 378Q: 31 clusters Score -1.429541e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58337 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23477 members 
Mstep: Class 4 contains 14482 members 
Mstep: Class 5 contains 49855 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200751 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7516 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 5985 members 
Mstep: Class 13 contains 11021 members 
Mstep: Class 14 contains 9255 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 16 contains 24656 members 
Mstep: Class 17 contains 2924 members 
Mstep: Class 18 contains 143464 members 
Mstep: Class 19 contains 155644 members 
Mstep: Class 20 contains 32248 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38319 members 
Mstep: Class 23 contains 18016 members 
Mstep: Class 24 contains 48120 members 
Mstep: Class 25 contains 68898 members 
Mstep: Class 26 contains 43294 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48029 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954192.000000 Penalty: 103175.226562
Iteration 379Q: 31 clusters Score -1.429542e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58349 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23474 members 
Mstep: Class 4 contains 14483 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200742 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7515 members 
Mstep: Class 11 contains 7181 members 
Mstep: Class 12 contains 5985 members 
Mstep: Class 13 contains 11026 members 
Mstep: Class 14 contains 9255 members 
Mstep: Class 15 contains 8352 members 
Mstep: Class 16 contains 24656 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143474 members 
Mstep: Class 19 contains 155631 members 
Mstep: Class 20 contains 32247 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38327 members 
Mstep: Class 23 contains 18015 members 
Mstep: Class 24 contains 48124 members 
Mstep: Class 25 contains 68888 members 
Mstep: Class 26 contains 43293 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48030 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954192.000000 Penalty: 103175.226562
Iteration 380F: 31 clusters Score -1.429542e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58359 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23476 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49855 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200725 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7515 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5985 members 
Mstep: Class 13 contains 11033 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8352 members 
Mstep: Class 16 contains 24656 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143477 members 
Mstep: Class 19 contains 155621 members 
Mstep: Class 20 contains 32247 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38335 members 
Mstep: Class 23 contains 18014 members 
Mstep: Class 24 contains 48124 members 
Mstep: Class 25 contains 68881 members 
Mstep: Class 26 contains 43290 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48036 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954256.000000 Penalty: 103175.226562
Iteration 381Q: 31 clusters Score -1.429543e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58377 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23473 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49855 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200716 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7515 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5985 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 9257 members 
Mstep: Class 15 contains 8352 members 
Mstep: Class 16 contains 24655 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143477 members 
Mstep: Class 19 contains 155609 members 
Mstep: Class 20 contains 32243 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38344 members 
Mstep: Class 23 contains 18013 members 
Mstep: Class 24 contains 48129 members 
Mstep: Class 25 contains 68870 members 
Mstep: Class 26 contains 43285 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48041 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954288.000000 Penalty: 103175.226562
Iteration 382Q: 31 clusters Score -1.429543e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58386 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23474 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200704 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7515 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5985 members 
Mstep: Class 13 contains 11047 members 
Mstep: Class 14 contains 9258 members 
Mstep: Class 15 contains 8352 members 
Mstep: Class 16 contains 24655 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143476 members 
Mstep: Class 19 contains 155600 members 
Mstep: Class 20 contains 32246 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38355 members 
Mstep: Class 23 contains 18013 members 
Mstep: Class 24 contains 48135 members 
Mstep: Class 25 contains 68856 members 
Mstep: Class 26 contains 43282 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48044 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954176.000000 Penalty: 103175.226562
Iteration 383Q: 31 clusters Score -1.429542e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58394 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23475 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49855 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200702 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7515 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5985 members 
Mstep: Class 13 contains 11048 members 
Mstep: Class 14 contains 9258 members 
Mstep: Class 15 contains 8352 members 
Mstep: Class 16 contains 24655 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143479 members 
Mstep: Class 19 contains 155587 members 
Mstep: Class 20 contains 32251 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38359 members 
Mstep: Class 23 contains 18013 members 
Mstep: Class 24 contains 48136 members 
Mstep: Class 25 contains 68847 members 
Mstep: Class 26 contains 43277 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48049 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954160.000000 Penalty: 103175.226562
Iteration 384Q: 31 clusters Score -1.429542e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58406 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23476 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49855 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200702 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7515 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5985 members 
Mstep: Class 13 contains 11051 members 
Mstep: Class 14 contains 9258 members 
Mstep: Class 15 contains 8353 members 
Mstep: Class 16 contains 24655 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143478 members 
Mstep: Class 19 contains 155579 members 
Mstep: Class 20 contains 32254 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38364 members 
Mstep: Class 23 contains 18012 members 
Mstep: Class 24 contains 48141 members 
Mstep: Class 25 contains 68831 members 
Mstep: Class 26 contains 43273 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48049 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954080.000000 Penalty: 103175.226562
Iteration 385Q: 31 clusters Score -1.429541e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58420 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23481 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200684 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7514 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5986 members 
Mstep: Class 13 contains 11051 members 
Mstep: Class 14 contains 9258 members 
Mstep: Class 15 contains 8355 members 
Mstep: Class 16 contains 24655 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143477 members 
Mstep: Class 19 contains 155581 members 
Mstep: Class 20 contains 32255 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38370 members 
Mstep: Class 23 contains 18011 members 
Mstep: Class 24 contains 48145 members 
Mstep: Class 25 contains 68815 members 
Mstep: Class 26 contains 43267 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48058 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954080.000000 Penalty: 103175.226562
Iteration 386Q: 31 clusters Score -1.429541e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58430 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23481 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200664 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5986 members 
Mstep: Class 13 contains 11055 members 
Mstep: Class 14 contains 9258 members 
Mstep: Class 15 contains 8356 members 
Mstep: Class 16 contains 24655 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143468 members 
Mstep: Class 19 contains 155590 members 
Mstep: Class 20 contains 32255 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38379 members 
Mstep: Class 23 contains 18012 members 
Mstep: Class 24 contains 48146 members 
Mstep: Class 25 contains 68806 members 
Mstep: Class 26 contains 43265 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48064 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954128.000000 Penalty: 103175.226562
Iteration 387Q: 31 clusters Score -1.429541e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58445 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23485 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200650 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5986 members 
Mstep: Class 13 contains 11060 members 
Mstep: Class 14 contains 9258 members 
Mstep: Class 15 contains 8355 members 
Mstep: Class 16 contains 24655 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143470 members 
Mstep: Class 19 contains 155576 members 
Mstep: Class 20 contains 32256 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38388 members 
Mstep: Class 23 contains 18011 members 
Mstep: Class 24 contains 48146 members 
Mstep: Class 25 contains 68797 members 
Mstep: Class 26 contains 43258 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48074 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954144.000000 Penalty: 103175.226562
Iteration 388Q: 31 clusters Score -1.429541e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23484 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49853 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200632 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5985 members 
Mstep: Class 13 contains 11064 members 
Mstep: Class 14 contains 9257 members 
Mstep: Class 15 contains 8355 members 
Mstep: Class 16 contains 24655 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143470 members 
Mstep: Class 19 contains 155565 members 
Mstep: Class 20 contains 32256 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38407 members 
Mstep: Class 23 contains 18011 members 
Mstep: Class 24 contains 48147 members 
Mstep: Class 25 contains 68793 members 
Mstep: Class 26 contains 43253 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48076 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142953984.000000 Penalty: 103175.226562
Iteration 389Q: 31 clusters Score -1.42954e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23489 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49853 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200626 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7181 members 
Mstep: Class 12 contains 5986 members 
Mstep: Class 13 contains 11070 members 
Mstep: Class 14 contains 9257 members 
Mstep: Class 15 contains 8353 members 
Mstep: Class 16 contains 24655 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143463 members 
Mstep: Class 19 contains 155549 members 
Mstep: Class 20 contains 32259 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38412 members 
Mstep: Class 23 contains 18012 members 
Mstep: Class 24 contains 48150 members 
Mstep: Class 25 contains 68788 members 
Mstep: Class 26 contains 43248 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48080 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954000.000000 Penalty: 103175.226562
Iteration 390Q: 31 clusters Score -1.42954e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58488 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23490 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49853 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200627 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7181 members 
Mstep: Class 12 contains 5986 members 
Mstep: Class 13 contains 11070 members 
Mstep: Class 14 contains 9257 members 
Mstep: Class 15 contains 8353 members 
Mstep: Class 16 contains 24655 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143457 members 
Mstep: Class 19 contains 155544 members 
Mstep: Class 20 contains 32261 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38415 members 
Mstep: Class 23 contains 18015 members 
Mstep: Class 24 contains 48151 members 
Mstep: Class 25 contains 68775 members 
Mstep: Class 26 contains 43242 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48083 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142953952.000000 Penalty: 103175.226562
Iteration 391Q: 31 clusters Score -1.42954e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23490 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200615 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 5985 members 
Mstep: Class 13 contains 11080 members 
Mstep: Class 14 contains 9257 members 
Mstep: Class 15 contains 8353 members 
Mstep: Class 16 contains 24654 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143454 members 
Mstep: Class 19 contains 155543 members 
Mstep: Class 20 contains 32269 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38422 members 
Mstep: Class 23 contains 18015 members 
Mstep: Class 24 contains 48152 members 
Mstep: Class 25 contains 68755 members 
Mstep: Class 26 contains 43234 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48085 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142953872.000000 Penalty: 103175.226562
Iteration 392Q: 31 clusters Score -1.429539e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23493 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49855 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200603 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 5985 members 
Mstep: Class 13 contains 11080 members 
Mstep: Class 14 contains 9257 members 
Mstep: Class 15 contains 8352 members 
Mstep: Class 16 contains 24654 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143449 members 
Mstep: Class 19 contains 155531 members 
Mstep: Class 20 contains 32274 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38430 members 
Mstep: Class 23 contains 18015 members 
Mstep: Class 24 contains 48156 members 
Mstep: Class 25 contains 68744 members 
Mstep: Class 26 contains 43222 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48090 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142953840.000000 Penalty: 103175.226562
Iteration 393Q: 31 clusters Score -1.429538e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58558 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23496 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49857 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200587 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 5985 members 
Mstep: Class 13 contains 11088 members 
Mstep: Class 14 contains 9257 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 16 contains 24654 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143435 members 
Mstep: Class 19 contains 155524 members 
Mstep: Class 20 contains 32277 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38437 members 
Mstep: Class 23 contains 18015 members 
Mstep: Class 24 contains 48156 members 
Mstep: Class 25 contains 68734 members 
Mstep: Class 26 contains 43218 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48092 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954000.000000 Penalty: 103175.226562
Iteration 394Q: 31 clusters Score -1.42954e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58583 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23498 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49858 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200576 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 5985 members 
Mstep: Class 13 contains 11091 members 
Mstep: Class 14 contains 9257 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 16 contains 24654 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143426 members 
Mstep: Class 19 contains 155517 members 
Mstep: Class 20 contains 32283 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38442 members 
Mstep: Class 23 contains 18014 members 
Mstep: Class 24 contains 48157 members 
Mstep: Class 25 contains 68721 members 
Mstep: Class 26 contains 43214 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48094 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954032.000000 Penalty: 103175.226562
Iteration 395Q: 31 clusters Score -1.42954e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23500 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49859 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200559 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 5985 members 
Mstep: Class 13 contains 11091 members 
Mstep: Class 14 contains 9257 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 16 contains 24654 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143428 members 
Mstep: Class 19 contains 155510 members 
Mstep: Class 20 contains 32288 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38446 members 
Mstep: Class 23 contains 18013 members 
Mstep: Class 24 contains 48159 members 
Mstep: Class 25 contains 68708 members 
Mstep: Class 26 contains 43210 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48098 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954096.000000 Penalty: 103175.226562
Iteration 396Q: 31 clusters Score -1.429541e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23500 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49858 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200557 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 5985 members 
Mstep: Class 13 contains 11091 members 
Mstep: Class 14 contains 9257 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 16 contains 24654 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143432 members 
Mstep: Class 19 contains 155494 members 
Mstep: Class 20 contains 32292 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38450 members 
Mstep: Class 23 contains 18013 members 
Mstep: Class 24 contains 48160 members 
Mstep: Class 25 contains 68695 members 
Mstep: Class 26 contains 43206 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48100 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954128.000000 Penalty: 103175.226562
Iteration 397Q: 31 clusters Score -1.429541e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58635 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23501 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49858 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200561 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 5984 members 
Mstep: Class 13 contains 11094 members 
Mstep: Class 14 contains 9257 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 16 contains 24653 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143434 members 
Mstep: Class 19 contains 155485 members 
Mstep: Class 20 contains 32295 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38459 members 
Mstep: Class 23 contains 18013 members 
Mstep: Class 24 contains 48162 members 
Mstep: Class 25 contains 68675 members 
Mstep: Class 26 contains 43203 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48100 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954112.000000 Penalty: 103175.226562
Iteration 398Q: 31 clusters Score -1.429541e+08 nChanged 95
Entering ConstructFrom: 
Score: -142954112.000000 Penalty: 103175.226562
Entering ConstructFrom: 
Trying to split cluster 1 (58646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58646 members 
Entering Unmasked Estep 
Score: -8232914.000000 Penalty: 2722.860107
	Iteration 0F: 2 clusters Score -8232914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -8193627.500000 Penalty: 5445.720215
	Iteration 0F: 3 clusters Score -8193628 nChanged 27318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -8208688.500000 Penalty: 5445.720215
	Iteration 1F: 3 clusters Score -8208688 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -8209389.000000 Penalty: 5445.720215
	Iteration 2Q: 3 clusters Score -8209389 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -8210269.000000 Penalty: 5445.720215
	Iteration 3Q: 3 clusters Score -8210269 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -8211384.500000 Penalty: 5445.720215
	Iteration 4Q: 3 clusters Score -8211384 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -8212775.500000 Penalty: 5445.720215
	Iteration 5F: 3 clusters Score -8212776 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -8214721.500000 Penalty: 5445.720215
	Iteration 6F: 3 clusters Score -8214722 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -8217404.000000 Penalty: 5445.720215
	Iteration 7F: 3 clusters Score -8217404 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -8220756.500000 Penalty: 5445.720215
	Iteration 8F: 3 clusters Score -8220756 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -8223798.000000 Penalty: 5445.720215
	Iteration 9F: 3 clusters Score -8223798 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -8225653.000000 Penalty: 5445.720215
	Iteration 10Q: 3 clusters Score -8225653 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -8226763.000000 Penalty: 5445.720215
	Iteration 11Q: 3 clusters Score -8226763 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -8227399.000000 Penalty: 5445.720215
	Iteration 12Q: 3 clusters Score -8227399 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -8227849.000000 Penalty: 5445.720215
	Iteration 13Q: 3 clusters Score -8227849 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -8228191.000000 Penalty: 5445.720215
	Iteration 14Q: 3 clusters Score -8228191 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -8228477.500000 Penalty: 5445.720215
	Iteration 15Q: 3 clusters Score -8228478 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -8228729.500000 Penalty: 5445.720215
	Iteration 16Q: 3 clusters Score -8228730 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -8229002.000000 Penalty: 5445.720215
	Iteration 17Q: 3 clusters Score -8229002 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 51363 members 
Entering Unmasked Estep 
Score: -8229198.500000 Penalty: 5445.720215
	Iteration 18Q: 3 clusters Score -8229198 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -8229420.000000 Penalty: 5445.720215
	Iteration 19Q: 3 clusters Score -8229420 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 52377 members 
Entering Unmasked Estep 
Score: -8229554.500000 Penalty: 5445.720215
	Iteration 20F: 3 clusters Score -8229554 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 52864 members 
Entering Unmasked Estep 
Score: -8229738.000000 Penalty: 5445.720215
	Iteration 21Q: 3 clusters Score -8229738 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -8229881.000000 Penalty: 5445.720215
	Iteration 22Q: 3 clusters Score -8229881 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -8230051.000000 Penalty: 5445.720215
	Iteration 23Q: 3 clusters Score -8230051 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 54046 members 
Entering Unmasked Estep 
Score: -8230215.500000 Penalty: 5445.720215
	Iteration 24Q: 3 clusters Score -8230216 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -8230309.000000 Penalty: 5445.720215
	Iteration 25Q: 3 clusters Score -8230309 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 54678 members 
Entering Unmasked Estep 
Score: -8230414.000000 Penalty: 5445.720215
	Iteration 26Q: 3 clusters Score -8230414 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -8230521.500000 Penalty: 5445.720215
	Iteration 27Q: 3 clusters Score -8230522 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -8230600.000000 Penalty: 5445.720215
	Iteration 28Q: 3 clusters Score -8230600 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 55391 members 
Entering Unmasked Estep 
Score: -8230655.500000 Penalty: 5445.720215
	Iteration 29Q: 3 clusters Score -8230656 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -8230698.500000 Penalty: 5445.720215
	Iteration 30Q: 3 clusters Score -8230698 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 55732 members 
Entering Unmasked Estep 
Score: -8230768.000000 Penalty: 5445.720215
	Iteration 31Q: 3 clusters Score -8230768 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 55882 members 
Entering Unmasked Estep 
Score: -8230830.500000 Penalty: 5445.720215
	Iteration 32Q: 3 clusters Score -8230830 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -8230888.000000 Penalty: 5445.720215
	Iteration 33Q: 3 clusters Score -8230888 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 56132 members 
Entering Unmasked Estep 
Score: -8230938.000000 Penalty: 5445.720215
	Iteration 34Q: 3 clusters Score -8230938 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
Score: -8230954.000000 Penalty: 5445.720215
	Iteration 35Q: 3 clusters Score -8230954 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -8230985.000000 Penalty: 5445.720215
	Iteration 36Q: 3 clusters Score -8230985 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -8230993.500000 Penalty: 5445.720215
	Iteration 37Q: 3 clusters Score -8230994 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 56516 members 
Entering Unmasked Estep 
Score: -8231027.000000 Penalty: 5445.720215
	Iteration 38Q: 3 clusters Score -8231027 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 56573 members 
Entering Unmasked Estep 
Score: -8231040.000000 Penalty: 5445.720215
	Iteration 39Q: 3 clusters Score -8231040 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 56622 members 
Entering Unmasked Estep 
Score: -8231061.000000 Penalty: 5445.720215
	Iteration 40F: 3 clusters Score -8231061 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 56676 members 
Entering Unmasked Estep 
Score: -8231080.000000 Penalty: 5445.720215
	Iteration 41Q: 3 clusters Score -8231080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 56717 members 
Entering Unmasked Estep 
Score: -8231097.500000 Penalty: 5445.720215
	Iteration 42Q: 3 clusters Score -8231098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 56753 members 
Entering Unmasked Estep 
Score: -8231106.500000 Penalty: 5445.720215
	Iteration 43Q: 3 clusters Score -8231106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 56775 members 
Entering Unmasked Estep 
Score: -8231104.000000 Penalty: 5445.720215
	Iteration 44Q: 3 clusters Score -8231104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 56795 members 
Entering Unmasked Estep 
Score: -8231115.500000 Penalty: 5445.720215
	Iteration 45Q: 3 clusters Score -8231116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -8231116.500000 Penalty: 5445.720215
	Iteration 46Q: 3 clusters Score -8231116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 56825 members 
Entering Unmasked Estep 
Score: -8231118.500000 Penalty: 5445.720215
	Iteration 47Q: 3 clusters Score -8231118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -8231129.500000 Penalty: 5445.720215
	Iteration 48Q: 3 clusters Score -8231130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 56867 members 
Entering Unmasked Estep 
Score: -8231128.000000 Penalty: 5445.720215
	Iteration 49Q: 3 clusters Score -8231128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 56882 members 
Entering Unmasked Estep 
Score: -8231130.500000 Penalty: 5445.720215
	Iteration 50Q: 3 clusters Score -8231130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 56896 members 
Entering Unmasked Estep 
Score: -8231131.000000 Penalty: 5445.720215
	Iteration 51Q: 3 clusters Score -8231131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
Score: -8231135.500000 Penalty: 5445.720215
	Iteration 52Q: 3 clusters Score -8231136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 56933 members 
Entering Unmasked Estep 
Score: -8231133.500000 Penalty: 5445.720215
	Iteration 53Q: 3 clusters Score -8231134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 56958 members 
Entering Unmasked Estep 
Score: -8231143.000000 Penalty: 5445.720215
	Iteration 54Q: 3 clusters Score -8231143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 56974 members 
Entering Unmasked Estep 
Score: -8231152.500000 Penalty: 5445.720215
	Iteration 55Q: 3 clusters Score -8231152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 56987 members 
Entering Unmasked Estep 
Score: -8231159.500000 Penalty: 5445.720215
	Iteration 56Q: 3 clusters Score -8231160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 56996 members 
Entering Unmasked Estep 
Score: -8231162.500000 Penalty: 5445.720215
	Iteration 57Q: 3 clusters Score -8231162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 57011 members 
Entering Unmasked Estep 
Score: -8231162.000000 Penalty: 5445.720215
	Iteration 58Q: 3 clusters Score -8231162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
Score: -8231171.500000 Penalty: 5445.720215
	Iteration 59Q: 3 clusters Score -8231172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 57031 members 
Entering Unmasked Estep 
Score: -8231183.000000 Penalty: 5445.720215
	Iteration 60F: 3 clusters Score -8231183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -8231178.000000 Penalty: 5445.720215
	Iteration 61Q: 3 clusters Score -8231178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -8231180.500000 Penalty: 5445.720215
	Iteration 62Q: 3 clusters Score -8231180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 57042 members 
Entering Unmasked Estep 
Score: -8231175.000000 Penalty: 5445.720215
	Iteration 63Q: 3 clusters Score -8231175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 57042 members 
Entering Unmasked Estep 
Score: -8231178.000000 Penalty: 5445.720215
	Iteration 64Q: 3 clusters Score -8231178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 57045 members 
Entering Unmasked Estep 
Score: -8231177.500000 Penalty: 5445.720215
	Iteration 65Q: 3 clusters Score -8231178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -8231176.500000 Penalty: 5445.720215
	Iteration 66Q: 3 clusters Score -8231176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -8231180.000000 Penalty: 5445.720215
	Iteration 67Q: 3 clusters Score -8231180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -8231179.000000 Penalty: 5445.720215
	Iteration 68Q: 3 clusters Score -8231179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 57065 members 
Entering Unmasked Estep 
Score: -8231176.500000 Penalty: 5445.720215
	Iteration 69Q: 3 clusters Score -8231176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -8231181.500000 Penalty: 5445.720215
	Iteration 70Q: 3 clusters Score -8231182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -8231186.000000 Penalty: 5445.720215
	Iteration 71Q: 3 clusters Score -8231186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 57073 members 
Entering Unmasked Estep 
Score: -8231188.000000 Penalty: 5445.720215
	Iteration 72Q: 3 clusters Score -8231188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 57075 members 
Entering Unmasked Estep 
Score: -8231187.000000 Penalty: 5445.720215
	Iteration 73Q: 3 clusters Score -8231187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -8231191.000000 Penalty: 5445.720215
	Iteration 74Q: 3 clusters Score -8231191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
Score: -8231199.500000 Penalty: 5445.720215
	Iteration 75Q: 3 clusters Score -8231200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
Score: -8231199.500000 Penalty: 5445.720215
	Iteration 76F: 3 clusters Score -8231200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Entering Unmasked Estep 
Score: -822744.812500 Penalty: 2161.660156
	Iteration 0F: 2 clusters Score -822744.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -817532.375000 Penalty: 4323.320312
	Iteration 0F: 3 clusters Score -817532.4 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -818956.750000 Penalty: 4323.320312
	Iteration 1F: 3 clusters Score -818956.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -819289.937500 Penalty: 4323.320312
	Iteration 2F: 3 clusters Score -819289.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -819617.187500 Penalty: 4323.320312
	Iteration 3F: 3 clusters Score -819617.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -819940.250000 Penalty: 4323.320312
	Iteration 4F: 3 clusters Score -819940.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -820241.500000 Penalty: 4323.320312
	Iteration 5F: 3 clusters Score -820241.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -820619.062500 Penalty: 4323.320312
	Iteration 6F: 3 clusters Score -820619.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -821114.312500 Penalty: 4323.320312
	Iteration 7F: 3 clusters Score -821114.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -821669.750000 Penalty: 4323.320312
	Iteration 8F: 3 clusters Score -821669.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -822055.750000 Penalty: 4323.320312
	Iteration 9F: 3 clusters Score -822055.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -822258.687500 Penalty: 4323.320312
	Iteration 10Q: 3 clusters Score -822258.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -822378.375000 Penalty: 4323.320312
	Iteration 11Q: 3 clusters Score -822378.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -822481.625000 Penalty: 4323.320312
	Iteration 12Q: 3 clusters Score -822481.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -822575.500000 Penalty: 4323.320312
	Iteration 13Q: 3 clusters Score -822575.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -822655.625000 Penalty: 4323.320312
	Iteration 14Q: 3 clusters Score -822655.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -822736.125000 Penalty: 4323.320312
	Iteration 15Q: 3 clusters Score -822736.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -822831.500000 Penalty: 4323.320312
	Iteration 16Q: 3 clusters Score -822831.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -822973.250000 Penalty: 4323.320312
	Iteration 17Q: 3 clusters Score -822973.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -823220.437500 Penalty: 4323.320312
	Iteration 18Q: 3 clusters Score -823220.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -823375.250000 Penalty: 4323.320312
	Iteration 19Q: 3 clusters Score -823375.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -823422.000000 Penalty: 4323.320312
	Iteration 20F: 3 clusters Score -823422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -823440.437500 Penalty: 4323.320312
	Iteration 21Q: 3 clusters Score -823440.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -823447.125000 Penalty: 4323.320312
	Iteration 22Q: 3 clusters Score -823447.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -823451.187500 Penalty: 4323.320312
	Iteration 23Q: 3 clusters Score -823451.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -823454.125000 Penalty: 4323.320312
	Iteration 24Q: 3 clusters Score -823454.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -823455.000000 Penalty: 4323.320312
	Iteration 25Q: 3 clusters Score -823455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -823456.250000 Penalty: 4323.320312
	Iteration 26Q: 3 clusters Score -823456.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -823456.312500 Penalty: 4323.320312
	Iteration 27Q: 3 clusters Score -823456.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -823456.312500 Penalty: 4323.320312
	Iteration 28F: 3 clusters Score -823456.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58646 members 
Mstep: Class 2 contains 4003 members 
Mstep: Class 3 contains 23509 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49858 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200550 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 5984 members 
Mstep: Class 13 contains 11094 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 16 contains 24653 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143437 members 
Mstep: Class 19 contains 155482 members 
Mstep: Class 20 contains 32297 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38468 members 
Mstep: Class 23 contains 18012 members 
Mstep: Class 24 contains 48160 members 
Mstep: Class 25 contains 68658 members 
Mstep: Class 26 contains 43203 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48102 members 
Mstep: Class 30 contains 296 members 
Mstep: Class 31 contains 2099 members 
Entering Unmasked Estep 
Score: -142953536.000000 Penalty: 106614.398438
Splitting cluster 2 changes total score from -142954112.000000 to -142953536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (23509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Entering Unmasked Estep 
Score: -3059583.500000 Penalty: 2496.154541
	Iteration 0F: 2 clusters Score -3059584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -3043323.750000 Penalty: 4992.309082
	Iteration 0F: 3 clusters Score -3043324 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -3049127.500000 Penalty: 4992.309082
	Iteration 1F: 3 clusters Score -3049128 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -3049772.250000 Penalty: 4992.309082
	Iteration 2F: 3 clusters Score -3049772 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -3050367.250000 Penalty: 4992.309082
	Iteration 3F: 3 clusters Score -3050367 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -3050979.500000 Penalty: 4992.309082
	Iteration 4F: 3 clusters Score -3050980 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -3051519.250000 Penalty: 4992.309082
	Iteration 5Q: 3 clusters Score -3051519 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -3052027.500000 Penalty: 4992.309082
	Iteration 6Q: 3 clusters Score -3052028 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -3052568.250000 Penalty: 4992.309082
	Iteration 7Q: 3 clusters Score -3052568 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -3053086.750000 Penalty: 4992.309082
	Iteration 8Q: 3 clusters Score -3053087 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -3053594.750000 Penalty: 4992.309082
	Iteration 9Q: 3 clusters Score -3053595 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -3054055.250000 Penalty: 4992.309082
	Iteration 10Q: 3 clusters Score -3054055 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -3054447.500000 Penalty: 4992.309082
	Iteration 11Q: 3 clusters Score -3054448 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -3054688.250000 Penalty: 4992.309082
	Iteration 12Q: 3 clusters Score -3054688 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -3054856.000000 Penalty: 4992.309082
	Iteration 13Q: 3 clusters Score -3054856 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -3054990.250000 Penalty: 4992.309082
	Iteration 14Q: 3 clusters Score -3054990 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -3055089.250000 Penalty: 4992.309082
	Iteration 15Q: 3 clusters Score -3055089 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -3055162.750000 Penalty: 4992.309082
	Iteration 16Q: 3 clusters Score -3055163 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -3055203.500000 Penalty: 4992.309082
	Iteration 17Q: 3 clusters Score -3055204 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -3055260.750000 Penalty: 4992.309082
	Iteration 18Q: 3 clusters Score -3055261 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -3055319.250000 Penalty: 4992.309082
	Iteration 19Q: 3 clusters Score -3055319 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -3055376.750000 Penalty: 4992.309082
	Iteration 20F: 3 clusters Score -3055377 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -3055436.000000 Penalty: 4992.309082
	Iteration 21Q: 3 clusters Score -3055436 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -3055517.500000 Penalty: 4992.309082
	Iteration 22Q: 3 clusters Score -3055518 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -3055576.000000 Penalty: 4992.309082
	Iteration 23Q: 3 clusters Score -3055576 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -3055641.500000 Penalty: 4992.309082
	Iteration 24Q: 3 clusters Score -3055642 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -3055694.750000 Penalty: 4992.309082
	Iteration 25Q: 3 clusters Score -3055695 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -3055752.000000 Penalty: 4992.309082
	Iteration 26Q: 3 clusters Score -3055752 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -3055791.500000 Penalty: 4992.309082
	Iteration 27Q: 3 clusters Score -3055792 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -3055827.500000 Penalty: 4992.309082
	Iteration 28Q: 3 clusters Score -3055828 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -3055831.500000 Penalty: 4992.309082
	Iteration 29Q: 3 clusters Score -3055832 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -3055838.750000 Penalty: 4992.309082
	Iteration 30Q: 3 clusters Score -3055839 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -3055864.250000 Penalty: 4992.309082
	Iteration 31Q: 3 clusters Score -3055864 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -3055879.500000 Penalty: 4992.309082
	Iteration 32Q: 3 clusters Score -3055880 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -3055895.750000 Penalty: 4992.309082
	Iteration 33Q: 3 clusters Score -3055896 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -3055904.250000 Penalty: 4992.309082
	Iteration 34Q: 3 clusters Score -3055904 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -3055924.000000 Penalty: 4992.309082
	Iteration 35Q: 3 clusters Score -3055924 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -3055931.000000 Penalty: 4992.309082
	Iteration 36Q: 3 clusters Score -3055931 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -3055943.000000 Penalty: 4992.309082
	Iteration 37Q: 3 clusters Score -3055943 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -3055948.500000 Penalty: 4992.309082
	Iteration 38Q: 3 clusters Score -3055948 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -3055964.750000 Penalty: 4992.309082
	Iteration 39Q: 3 clusters Score -3055965 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -3055973.500000 Penalty: 4992.309082
	Iteration 40F: 3 clusters Score -3055974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -3055980.250000 Penalty: 4992.309082
	Iteration 41Q: 3 clusters Score -3055980 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -3055979.500000 Penalty: 4992.309082
	Iteration 42Q: 3 clusters Score -3055980 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -3055984.250000 Penalty: 4992.309082
	Iteration 43Q: 3 clusters Score -3055984 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -3055984.500000 Penalty: 4992.309082
	Iteration 44Q: 3 clusters Score -3055984 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -3055993.750000 Penalty: 4992.309082
	Iteration 45Q: 3 clusters Score -3055994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -3056000.750000 Penalty: 4992.309082
	Iteration 46Q: 3 clusters Score -3056001 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3056008.750000 Penalty: 4992.309082
	Iteration 47Q: 3 clusters Score -3056009 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -3056005.750000 Penalty: 4992.309082
	Iteration 48Q: 3 clusters Score -3056006 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -3056016.000000 Penalty: 4992.309082
	Iteration 49Q: 3 clusters Score -3056016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -3056018.250000 Penalty: 4992.309082
	Iteration 50Q: 3 clusters Score -3056018 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -3056031.000000 Penalty: 4992.309082
	Iteration 51Q: 3 clusters Score -3056031 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -3056034.250000 Penalty: 4992.309082
	Iteration 52Q: 3 clusters Score -3056034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -3056030.500000 Penalty: 4992.309082
	Iteration 53Q: 3 clusters Score -3056030 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -3056040.750000 Penalty: 4992.309082
	Iteration 54Q: 3 clusters Score -3056041 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -3056049.500000 Penalty: 4992.309082
	Iteration 55Q: 3 clusters Score -3056050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -3056048.000000 Penalty: 4992.309082
	Iteration 56Q: 3 clusters Score -3056048 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -3056057.750000 Penalty: 4992.309082
	Iteration 57Q: 3 clusters Score -3056058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -3056071.250000 Penalty: 4992.309082
	Iteration 58Q: 3 clusters Score -3056071 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -3056064.500000 Penalty: 4992.309082
	Iteration 59Q: 3 clusters Score -3056064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -3056075.500000 Penalty: 4992.309082
	Iteration 60F: 3 clusters Score -3056076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3056070.750000 Penalty: 4992.309082
	Iteration 61Q: 3 clusters Score -3056071 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -3056078.750000 Penalty: 4992.309082
	Iteration 62Q: 3 clusters Score -3056079 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -3056080.250000 Penalty: 4992.309082
	Iteration 63Q: 3 clusters Score -3056080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3056084.000000 Penalty: 4992.309082
	Iteration 64Q: 3 clusters Score -3056084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -3056085.250000 Penalty: 4992.309082
	Iteration 65Q: 3 clusters Score -3056085 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3056091.750000 Penalty: 4992.309082
	Iteration 66Q: 3 clusters Score -3056092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -3056099.000000 Penalty: 4992.309082
	Iteration 67Q: 3 clusters Score -3056099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -3056116.250000 Penalty: 4992.309082
	Iteration 68Q: 3 clusters Score -3056116 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -3056113.750000 Penalty: 4992.309082
	Iteration 69Q: 3 clusters Score -3056114 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -3056118.000000 Penalty: 4992.309082
	Iteration 70Q: 3 clusters Score -3056118 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -3056123.500000 Penalty: 4992.309082
	Iteration 71Q: 3 clusters Score -3056124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -3056129.000000 Penalty: 4992.309082
	Iteration 72Q: 3 clusters Score -3056129 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -3056135.000000 Penalty: 4992.309082
	Iteration 73Q: 3 clusters Score -3056135 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -3056140.750000 Penalty: 4992.309082
	Iteration 74Q: 3 clusters Score -3056141 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -3056148.000000 Penalty: 4992.309082
	Iteration 75Q: 3 clusters Score -3056148 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -3056148.500000 Penalty: 4992.309082
	Iteration 76Q: 3 clusters Score -3056148 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3056160.250000 Penalty: 4992.309082
	Iteration 77Q: 3 clusters Score -3056160 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -3056161.000000 Penalty: 4992.309082
	Iteration 78Q: 3 clusters Score -3056161 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -3056178.750000 Penalty: 4992.309082
	Iteration 79Q: 3 clusters Score -3056179 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -3056182.750000 Penalty: 4992.309082
	Iteration 80F: 3 clusters Score -3056183 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3056179.000000 Penalty: 4992.309082
	Iteration 81Q: 3 clusters Score -3056179 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -3056188.500000 Penalty: 4992.309082
	Iteration 82Q: 3 clusters Score -3056188 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -3056192.750000 Penalty: 4992.309082
	Iteration 83Q: 3 clusters Score -3056193 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -3056200.250000 Penalty: 4992.309082
	Iteration 84Q: 3 clusters Score -3056200 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -3056214.250000 Penalty: 4992.309082
	Iteration 85Q: 3 clusters Score -3056214 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -3056210.000000 Penalty: 4992.309082
	Iteration 86Q: 3 clusters Score -3056210 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -3056210.250000 Penalty: 4992.309082
	Iteration 87Q: 3 clusters Score -3056210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -3056213.500000 Penalty: 4992.309082
	Iteration 88Q: 3 clusters Score -3056214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -3056217.250000 Penalty: 4992.309082
	Iteration 89Q: 3 clusters Score -3056217 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -3056234.500000 Penalty: 4992.309082
	Iteration 90Q: 3 clusters Score -3056234 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -3056244.000000 Penalty: 4992.309082
	Iteration 91Q: 3 clusters Score -3056244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3056239.500000 Penalty: 4992.309082
	Iteration 92Q: 3 clusters Score -3056240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -3056247.500000 Penalty: 4992.309082
	Iteration 93Q: 3 clusters Score -3056248 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3056241.750000 Penalty: 4992.309082
	Iteration 94Q: 3 clusters Score -3056242 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -3056248.250000 Penalty: 4992.309082
	Iteration 95Q: 3 clusters Score -3056248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -3056255.500000 Penalty: 4992.309082
	Iteration 96Q: 3 clusters Score -3056256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -3056268.250000 Penalty: 4992.309082
	Iteration 97Q: 3 clusters Score -3056268 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -3056270.250000 Penalty: 4992.309082
	Iteration 98Q: 3 clusters Score -3056270 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3056281.750000 Penalty: 4992.309082
	Iteration 99Q: 3 clusters Score -3056282 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -3056295.750000 Penalty: 4992.309082
	Iteration 100F: 3 clusters Score -3056296 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -3056301.000000 Penalty: 4992.309082
	Iteration 101Q: 3 clusters Score -3056301 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -3056308.250000 Penalty: 4992.309082
	Iteration 102Q: 3 clusters Score -3056308 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -3056311.500000 Penalty: 4992.309082
	Iteration 103Q: 3 clusters Score -3056312 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -3056331.250000 Penalty: 4992.309082
	Iteration 104Q: 3 clusters Score -3056331 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -3056344.250000 Penalty: 4992.309082
	Iteration 105Q: 3 clusters Score -3056344 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3056358.000000 Penalty: 4992.309082
	Iteration 106Q: 3 clusters Score -3056358 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3056369.750000 Penalty: 4992.309082
	Iteration 107Q: 3 clusters Score -3056370 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -3056381.750000 Penalty: 4992.309082
	Iteration 108Q: 3 clusters Score -3056382 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -3056398.250000 Penalty: 4992.309082
	Iteration 109Q: 3 clusters Score -3056398 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -3056421.250000 Penalty: 4992.309082
	Iteration 110Q: 3 clusters Score -3056421 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -3056445.500000 Penalty: 4992.309082
	Iteration 111Q: 3 clusters Score -3056446 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -3056461.000000 Penalty: 4992.309082
	Iteration 112Q: 3 clusters Score -3056461 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -3056490.000000 Penalty: 4992.309082
	Iteration 113Q: 3 clusters Score -3056490 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -3056536.000000 Penalty: 4992.309082
	Iteration 114Q: 3 clusters Score -3056536 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -3056543.750000 Penalty: 4992.309082
	Iteration 115Q: 3 clusters Score -3056544 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -3056562.000000 Penalty: 4992.309082
	Iteration 116Q: 3 clusters Score -3056562 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -3056577.750000 Penalty: 4992.309082
	Iteration 117Q: 3 clusters Score -3056578 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -3056607.000000 Penalty: 4992.309082
	Iteration 118Q: 3 clusters Score -3056607 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -3056636.750000 Penalty: 4992.309082
	Iteration 119Q: 3 clusters Score -3056637 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -3056670.250000 Penalty: 4992.309082
	Iteration 120F: 3 clusters Score -3056670 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3056681 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3056686 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3056708 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -3056718.250000 Penalty: 4992.309082
	Iteration 124Q: 3 clusters Score -3056718 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3056744 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -3056772.500000 Penalty: 4992.309082
	Iteration 126Q: 3 clusters Score -3056772 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -3056783.000000 Penalty: 4992.309082
	Iteration 127Q: 3 clusters Score -3056783 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3056775.750000 Penalty: 4992.309082
	Iteration 128Q: 3 clusters Score -3056776 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -3056793.500000 Penalty: 4992.309082
	Iteration 129Q: 3 clusters Score -3056794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -3056795.000000 Penalty: 4992.309082
	Iteration 130Q: 3 clusters Score -3056795 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -3056799.000000 Penalty: 4992.309082
	Iteration 131Q: 3 clusters Score -3056799 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -3056814.000000 Penalty: 4992.309082
	Iteration 132Q: 3 clusters Score -3056814 nChanged 30
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Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -3056812.750000 Penalty: 4992.309082
	Iteration 133Q: 3 clusters Score -3056813 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -3056814.000000 Penalty: 4992.309082
	Iteration 134Q: 3 clusters Score -3056814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -3056824.750000 Penalty: 4992.309082
	Iteration 135Q: 3 clusters Score -3056825 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -3056824.250000 Penalty: 4992.309082
	Iteration 136Q: 3 clusters Score -3056824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -3056826.000000 Penalty: 4992.309082
	Iteration 137Q: 3 clusters Score -3056826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -3056821.000000 Penalty: 4992.309082
	Iteration 138Q: 3 clusters Score -3056821 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -3056832.750000 Penalty: 4992.309082
	Iteration 139Q: 3 clusters Score -3056833 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -3056835.750000 Penalty: 4992.309082
	Iteration 140F: 3 clusters Score -3056836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -3056844.750000 Penalty: 4992.309082
	Iteration 141Q: 3 clusters Score -3056845 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -3056849.000000 Penalty: 4992.309082
	Iteration 142Q: 3 clusters Score -3056849 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -3056853.250000 Penalty: 4992.309082
	Iteration 143Q: 3 clusters Score -3056853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -3056855.000000 Penalty: 4992.309082
	Iteration 144Q: 3 clusters Score -3056855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3056859.500000 Penalty: 4992.309082
	Iteration 145Q: 3 clusters Score -3056860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -3056864.000000 Penalty: 4992.309082
	Iteration 146Q: 3 clusters Score -3056864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -3056860.750000 Penalty: 4992.309082
	Iteration 147Q: 3 clusters Score -3056861 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -3056866.500000 Penalty: 4992.309082
	Iteration 148Q: 3 clusters Score -3056866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -3056869.250000 Penalty: 4992.309082
	Iteration 149Q: 3 clusters Score -3056869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -3056879.750000 Penalty: 4992.309082
	Iteration 150Q: 3 clusters Score -3056880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -3056882.500000 Penalty: 4992.309082
	Iteration 151Q: 3 clusters Score -3056882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -3056889.250000 Penalty: 4992.309082
	Iteration 152Q: 3 clusters Score -3056889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -3056891.000000 Penalty: 4992.309082
	Iteration 153Q: 3 clusters Score -3056891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -3056886.000000 Penalty: 4992.309082
	Iteration 154Q: 3 clusters Score -3056886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3056889 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -3056900.500000 Penalty: 4992.309082
	Iteration 156Q: 3 clusters Score -3056900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -3056911.250000 Penalty: 4992.309082
	Iteration 157Q: 3 clusters Score -3056911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -3056903.250000 Penalty: 4992.309082
	Iteration 158Q: 3 clusters Score -3056903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -3056908.000000 Penalty: 4992.309082
	Iteration 159Q: 3 clusters Score -3056908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -3056917.250000 Penalty: 4992.309082
	Iteration 160F: 3 clusters Score -3056917 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -3056919.500000 Penalty: 4992.309082
	Iteration 161Q: 3 clusters Score -3056920 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3056920 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -3056925.500000 Penalty: 4992.309082
	Iteration 163Q: 3 clusters Score -3056926 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -3056941.000000 Penalty: 4992.309082
	Iteration 164Q: 3 clusters Score -3056941 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -3056962.500000 Penalty: 4992.309082
	Iteration 165Q: 3 clusters Score -3056962 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -3056974.750000 Penalty: 4992.309082
	Iteration 166Q: 3 clusters Score -3056975 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -3056985.500000 Penalty: 4992.309082
	Iteration 167Q: 3 clusters Score -3056986 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -3057005.000000 Penalty: 4992.309082
	Iteration 168Q: 3 clusters Score -3057005 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -3057018.750000 Penalty: 4992.309082
	Iteration 169Q: 3 clusters Score -3057019 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -3057033.500000 Penalty: 4992.309082
	Iteration 170Q: 3 clusters Score -3057034 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -3057040.750000 Penalty: 4992.309082
	Iteration 171Q: 3 clusters Score -3057041 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -3057058.000000 Penalty: 4992.309082
	Iteration 172Q: 3 clusters Score -3057058 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -3057071.000000 Penalty: 4992.309082
	Iteration 173Q: 3 clusters Score -3057071 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -3057078.250000 Penalty: 4992.309082
	Iteration 174Q: 3 clusters Score -3057078 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -3057097.250000 Penalty: 4992.309082
	Iteration 175Q: 3 clusters Score -3057097 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -3057107.750000 Penalty: 4992.309082
	Iteration 176Q: 3 clusters Score -3057108 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -3057110.250000 Penalty: 4992.309082
	Iteration 177Q: 3 clusters Score -3057110 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -3057119.750000 Penalty: 4992.309082
	Iteration 178Q: 3 clusters Score -3057120 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -3057122.750000 Penalty: 4992.309082
	Iteration 179Q: 3 clusters Score -3057123 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -3057132.250000 Penalty: 4992.309082
	Iteration 180F: 3 clusters Score -3057132 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -3057142.500000 Penalty: 4992.309082
	Iteration 181Q: 3 clusters Score -3057142 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -3057146.750000 Penalty: 4992.309082
	Iteration 182Q: 3 clusters Score -3057147 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -3057160.000000 Penalty: 4992.309082
	Iteration 183Q: 3 clusters Score -3057160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -3057166.000000 Penalty: 4992.309082
	Iteration 184Q: 3 clusters Score -3057166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -3057175.000000 Penalty: 4992.309082
	Iteration 185Q: 3 clusters Score -3057175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -3057180.000000 Penalty: 4992.309082
	Iteration 186Q: 3 clusters Score -3057180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -3057185.250000 Penalty: 4992.309082
	Iteration 187Q: 3 clusters Score -3057185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -3057193.750000 Penalty: 4992.309082
	Iteration 188Q: 3 clusters Score -3057194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -3057194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -3057199.250000 Penalty: 4992.309082
	Iteration 190Q: 3 clusters Score -3057199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -3057199 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -3057198.250000 Penalty: 4992.309082
	Iteration 192Q: 3 clusters Score -3057198 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -3057206.750000 Penalty: 4992.309082
	Iteration 193Q: 3 clusters Score -3057207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -3057218.250000 Penalty: 4992.309082
	Iteration 194Q: 3 clusters Score -3057218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -3057220.000000 Penalty: 4992.309082
	Iteration 195Q: 3 clusters Score -3057220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -3057225.500000 Penalty: 4992.309082
	Iteration 196Q: 3 clusters Score -3057226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -3057230.750000 Penalty: 4992.309082
	Iteration 197Q: 3 clusters Score -3057231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -3057238.250000 Penalty: 4992.309082
	Iteration 198Q: 3 clusters Score -3057238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -3057236.750000 Penalty: 4992.309082
	Iteration 199Q: 3 clusters Score -3057237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -3057245.250000 Penalty: 4992.309082
	Iteration 200F: 3 clusters Score -3057245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -3057240.500000 Penalty: 4992.309082
	Iteration 201Q: 3 clusters Score -3057240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -3057244.750000 Penalty: 4992.309082
	Iteration 202Q: 3 clusters Score -3057245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -3057256.750000 Penalty: 4992.309082
	Iteration 203Q: 3 clusters Score -3057257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -3057260.250000 Penalty: 4992.309082
	Iteration 204Q: 3 clusters Score -3057260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -3057267.250000 Penalty: 4992.309082
	Iteration 205Q: 3 clusters Score -3057267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -3057268.000000 Penalty: 4992.309082
	Iteration 206Q: 3 clusters Score -3057268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3057263.000000 Penalty: 4992.309082
	Iteration 207Q: 3 clusters Score -3057263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -3057261.250000 Penalty: 4992.309082
	Iteration 208Q: 3 clusters Score -3057261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -3057260.250000 Penalty: 4992.309082
	Iteration 209Q: 3 clusters Score -3057260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -3057264.500000 Penalty: 4992.309082
	Iteration 210Q: 3 clusters Score -3057264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -3057267.500000 Penalty: 4992.309082
	Iteration 211Q: 3 clusters Score -3057268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -3057269.500000 Penalty: 4992.309082
	Iteration 212Q: 3 clusters Score -3057270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -3057271.500000 Penalty: 4992.309082
	Iteration 213Q: 3 clusters Score -3057272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -3057274.000000 Penalty: 4992.309082
	Iteration 214Q: 3 clusters Score -3057274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -3057284.250000 Penalty: 4992.309082
	Iteration 215Q: 3 clusters Score -3057284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -3057288.000000 Penalty: 4992.309082
	Iteration 216Q: 3 clusters Score -3057288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -3057293.500000 Penalty: 4992.309082
	Iteration 217Q: 3 clusters Score -3057294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -3057292.000000 Penalty: 4992.309082
	Iteration 218Q: 3 clusters Score -3057292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -3057298.000000 Penalty: 4992.309082
	Iteration 219Q: 3 clusters Score -3057298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -3057308.500000 Penalty: 4992.309082
	Iteration 220F: 3 clusters Score -3057308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -3057317.750000 Penalty: 4992.309082
	Iteration 221Q: 3 clusters Score -3057318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -3057321.250000 Penalty: 4992.309082
	Iteration 222Q: 3 clusters Score -3057321 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -3057328.250000 Penalty: 4992.309082
	Iteration 223Q: 3 clusters Score -3057328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -3057333.500000 Penalty: 4992.309082
	Iteration 224Q: 3 clusters Score -3057334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -3057349.750000 Penalty: 4992.309082
	Iteration 225Q: 3 clusters Score -3057350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -3057356.500000 Penalty: 4992.309082
	Iteration 226Q: 3 clusters Score -3057356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -3057369.000000 Penalty: 4992.309082
	Iteration 227Q: 3 clusters Score -3057369 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -3057379.250000 Penalty: 4992.309082
	Iteration 228Q: 3 clusters Score -3057379 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -3057388.000000 Penalty: 4992.309082
	Iteration 229Q: 3 clusters Score -3057388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -3057389.750000 Penalty: 4992.309082
	Iteration 230Q: 3 clusters Score -3057390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -3057397.000000 Penalty: 4992.309082
	Iteration 231Q: 3 clusters Score -3057397 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -3057406.000000 Penalty: 4992.309082
	Iteration 232Q: 3 clusters Score -3057406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -3057420.500000 Penalty: 4992.309082
	Iteration 233Q: 3 clusters Score -3057420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -3057433.000000 Penalty: 4992.309082
	Iteration 234Q: 3 clusters Score -3057433 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -3057437.000000 Penalty: 4992.309082
	Iteration 235Q: 3 clusters Score -3057437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -3057446.500000 Penalty: 4992.309082
	Iteration 236Q: 3 clusters Score -3057446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -3057449.000000 Penalty: 4992.309082
	Iteration 237Q: 3 clusters Score -3057449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -3057450.750000 Penalty: 4992.309082
	Iteration 238Q: 3 clusters Score -3057451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -3057458.000000 Penalty: 4992.309082
	Iteration 239Q: 3 clusters Score -3057458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -3057467.000000 Penalty: 4992.309082
	Iteration 240F: 3 clusters Score -3057467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -3057472.000000 Penalty: 4992.309082
	Iteration 241Q: 3 clusters Score -3057472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -3057479.500000 Penalty: 4992.309082
	Iteration 242Q: 3 clusters Score -3057480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -3057485.250000 Penalty: 4992.309082
	Iteration 243Q: 3 clusters Score -3057485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -3057488.500000 Penalty: 4992.309082
	Iteration 244Q: 3 clusters Score -3057488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -3057500.250000 Penalty: 4992.309082
	Iteration 245Q: 3 clusters Score -3057500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -3057501.250000 Penalty: 4992.309082
	Iteration 246Q: 3 clusters Score -3057501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -3057509.500000 Penalty: 4992.309082
	Iteration 247Q: 3 clusters Score -3057510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -3057510.500000 Penalty: 4992.309082
	Iteration 248Q: 3 clusters Score -3057510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -3057518.750000 Penalty: 4992.309082
	Iteration 249Q: 3 clusters Score -3057519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -3057522.750000 Penalty: 4992.309082
	Iteration 250Q: 3 clusters Score -3057523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -3057525.000000 Penalty: 4992.309082
	Iteration 251Q: 3 clusters Score -3057525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -3057529.000000 Penalty: 4992.309082
	Iteration 252Q: 3 clusters Score -3057529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -3057525.000000 Penalty: 4992.309082
	Iteration 253Q: 3 clusters Score -3057525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -3057530.750000 Penalty: 4992.309082
	Iteration 254Q: 3 clusters Score -3057531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -3057527.750000 Penalty: 4992.309082
	Iteration 255Q: 3 clusters Score -3057528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -3057529.000000 Penalty: 4992.309082
	Iteration 256Q: 3 clusters Score -3057529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -3057530.250000 Penalty: 4992.309082
	Iteration 257Q: 3 clusters Score -3057530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -3057538.500000 Penalty: 4992.309082
	Iteration 258Q: 3 clusters Score -3057538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -3057534.500000 Penalty: 4992.309082
	Iteration 259Q: 3 clusters Score -3057534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -3057535.750000 Penalty: 4992.309082
	Iteration 260F: 3 clusters Score -3057536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -3057533.500000 Penalty: 4992.309082
	Iteration 261Q: 3 clusters Score -3057534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -3057538.500000 Penalty: 4992.309082
	Iteration 262Q: 3 clusters Score -3057538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -3057544.750000 Penalty: 4992.309082
	Iteration 263Q: 3 clusters Score -3057545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -3057545.000000 Penalty: 4992.309082
	Iteration 264Q: 3 clusters Score -3057545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -3057543.750000 Penalty: 4992.309082
	Iteration 265Q: 3 clusters Score -3057544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -3057543.750000 Penalty: 4992.309082
	Iteration 266Q: 3 clusters Score -3057544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -3057546.750000 Penalty: 4992.309082
	Iteration 267Q: 3 clusters Score -3057547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -3057552.750000 Penalty: 4992.309082
	Iteration 268Q: 3 clusters Score -3057553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -3057550.250000 Penalty: 4992.309082
	Iteration 269Q: 3 clusters Score -3057550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -3057552.000000 Penalty: 4992.309082
	Iteration 270Q: 3 clusters Score -3057552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -3057555.500000 Penalty: 4992.309082
	Iteration 271Q: 3 clusters Score -3057556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -3057554.750000 Penalty: 4992.309082
	Iteration 272Q: 3 clusters Score -3057555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -3057552.250000 Penalty: 4992.309082
	Iteration 273Q: 3 clusters Score -3057552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -3057554.750000 Penalty: 4992.309082
	Iteration 274Q: 3 clusters Score -3057555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -3057557.000000 Penalty: 4992.309082
	Iteration 275Q: 3 clusters Score -3057557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -3057562.000000 Penalty: 4992.309082
	Iteration 276Q: 3 clusters Score -3057562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -3057561.000000 Penalty: 4992.309082
	Iteration 277Q: 3 clusters Score -3057561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -3057563.250000 Penalty: 4992.309082
	Iteration 278Q: 3 clusters Score -3057563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -3057568.250000 Penalty: 4992.309082
	Iteration 279Q: 3 clusters Score -3057568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -3057569.250000 Penalty: 4992.309082
	Iteration 280F: 3 clusters Score -3057569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -3057564.500000 Penalty: 4992.309082
	Iteration 281Q: 3 clusters Score -3057564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -3057566.750000 Penalty: 4992.309082
	Iteration 282Q: 3 clusters Score -3057567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -3057569.750000 Penalty: 4992.309082
	Iteration 283Q: 3 clusters Score -3057570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -3057567.250000 Penalty: 4992.309082
	Iteration 284Q: 3 clusters Score -3057567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -3057566.500000 Penalty: 4992.309082
	Iteration 285Q: 3 clusters Score -3057566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -3057569.750000 Penalty: 4992.309082
	Iteration 286Q: 3 clusters Score -3057570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -3057574.000000 Penalty: 4992.309082
	Iteration 287Q: 3 clusters Score -3057574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -3057576.500000 Penalty: 4992.309082
	Iteration 288Q: 3 clusters Score -3057576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -3057573.500000 Penalty: 4992.309082
	Iteration 289Q: 3 clusters Score -3057574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -3057585.000000 Penalty: 4992.309082
	Iteration 290Q: 3 clusters Score -3057585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -3057582.000000 Penalty: 4992.309082
	Iteration 291Q: 3 clusters Score -3057582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -3057584.250000 Penalty: 4992.309082
	Iteration 292Q: 3 clusters Score -3057584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -3057581.750000 Penalty: 4992.309082
	Iteration 293Q: 3 clusters Score -3057582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -3057592.750000 Penalty: 4992.309082
	Iteration 294Q: 3 clusters Score -3057593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -3057590.500000 Penalty: 4992.309082
	Iteration 295Q: 3 clusters Score -3057590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -3057597.000000 Penalty: 4992.309082
	Iteration 296Q: 3 clusters Score -3057597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -3057595.500000 Penalty: 4992.309082
	Iteration 297Q: 3 clusters Score -3057596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -3057601.750000 Penalty: 4992.309082
	Iteration 298Q: 3 clusters Score -3057602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -3057603.500000 Penalty: 4992.309082
	Iteration 299Q: 3 clusters Score -3057604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -3057599.750000 Penalty: 4992.309082
	Iteration 300F: 3 clusters Score -3057600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -3057602.750000 Penalty: 4992.309082
	Iteration 301Q: 3 clusters Score -3057603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -3057602.750000 Penalty: 4992.309082
	Iteration 302Q: 3 clusters Score -3057603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -3057604.250000 Penalty: 4992.309082
	Iteration 303Q: 3 clusters Score -3057604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -3057601.750000 Penalty: 4992.309082
	Iteration 304Q: 3 clusters Score -3057602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -3057600.250000 Penalty: 4992.309082
	Iteration 305Q: 3 clusters Score -3057600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -3057605.750000 Penalty: 4992.309082
	Iteration 306Q: 3 clusters Score -3057606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -3057603.500000 Penalty: 4992.309082
	Iteration 307Q: 3 clusters Score -3057604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -3057603.000000 Penalty: 4992.309082
	Iteration 308Q: 3 clusters Score -3057603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -3057602.750000 Penalty: 4992.309082
	Iteration 309Q: 3 clusters Score -3057603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -3057603.750000 Penalty: 4992.309082
	Iteration 310Q: 3 clusters Score -3057604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -3057605.500000 Penalty: 4992.309082
	Iteration 311Q: 3 clusters Score -3057606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -3057604.750000 Penalty: 4992.309082
	Iteration 312Q: 3 clusters Score -3057605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -3057602.750000 Penalty: 4992.309082
	Iteration 313Q: 3 clusters Score -3057603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -3057602.750000 Penalty: 4992.309082
	Iteration 314F: 3 clusters Score -3057603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Entering Unmasked Estep 
Score: -1979298.375000 Penalty: 2376.038330
	Iteration 0F: 2 clusters Score -1979298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1968763.250000 Penalty: 4752.076660
	Iteration 0F: 3 clusters Score -1968763 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1972629.875000 Penalty: 4752.076660
	Iteration 1F: 3 clusters Score -1972630 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1973757.250000 Penalty: 4752.076660
	Iteration 2F: 3 clusters Score -1973757 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1974958.250000 Penalty: 4752.076660
	Iteration 3F: 3 clusters Score -1974958 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1975966.750000 Penalty: 4752.076660
	Iteration 4F: 3 clusters Score -1975967 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1976732.125000 Penalty: 4752.076660
	Iteration 5F: 3 clusters Score -1976732 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1977232.625000 Penalty: 4752.076660
	Iteration 6F: 3 clusters Score -1977233 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1977496.125000 Penalty: 4752.076660
	Iteration 7Q: 3 clusters Score -1977496 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1977640.625000 Penalty: 4752.076660
	Iteration 8Q: 3 clusters Score -1977641 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1977763.000000 Penalty: 4752.076660
	Iteration 9Q: 3 clusters Score -1977763 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1977876.250000 Penalty: 4752.076660
	Iteration 10Q: 3 clusters Score -1977876 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1977997.250000 Penalty: 4752.076660
	Iteration 11Q: 3 clusters Score -1977997 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1978112.375000 Penalty: 4752.076660
	Iteration 12Q: 3 clusters Score -1978112 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1978253.750000 Penalty: 4752.076660
	Iteration 13Q: 3 clusters Score -1978254 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1978355.875000 Penalty: 4752.076660
	Iteration 14Q: 3 clusters Score -1978356 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1978483.625000 Penalty: 4752.076660
	Iteration 15Q: 3 clusters Score -1978484 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1978588.125000 Penalty: 4752.076660
	Iteration 16Q: 3 clusters Score -1978588 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1978667.875000 Penalty: 4752.076660
	Iteration 17Q: 3 clusters Score -1978668 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1978717.625000 Penalty: 4752.076660
	Iteration 18Q: 3 clusters Score -1978718 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1978764.875000 Penalty: 4752.076660
	Iteration 19Q: 3 clusters Score -1978765 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1978805.125000 Penalty: 4752.076660
	Iteration 20F: 3 clusters Score -1978805 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1978827.250000 Penalty: 4752.076660
	Iteration 21Q: 3 clusters Score -1978827 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1978860.000000 Penalty: 4752.076660
	Iteration 22Q: 3 clusters Score -1978860 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1978889.500000 Penalty: 4752.076660
	Iteration 23Q: 3 clusters Score -1978890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1978908.500000 Penalty: 4752.076660
	Iteration 24Q: 3 clusters Score -1978908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1978928.875000 Penalty: 4752.076660
	Iteration 25Q: 3 clusters Score -1978929 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1978940.000000 Penalty: 4752.076660
	Iteration 26Q: 3 clusters Score -1978940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1978958.125000 Penalty: 4752.076660
	Iteration 27Q: 3 clusters Score -1978958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1978967.000000 Penalty: 4752.076660
	Iteration 28Q: 3 clusters Score -1978967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1978977.750000 Penalty: 4752.076660
	Iteration 29Q: 3 clusters Score -1978978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1978988.375000 Penalty: 4752.076660
	Iteration 30Q: 3 clusters Score -1978988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1978994.500000 Penalty: 4752.076660
	Iteration 31Q: 3 clusters Score -1978994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1978995.125000 Penalty: 4752.076660
	Iteration 32Q: 3 clusters Score -1978995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1979002.000000 Penalty: 4752.076660
	Iteration 33Q: 3 clusters Score -1979002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1978998.500000 Penalty: 4752.076660
	Iteration 34Q: 3 clusters Score -1978998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1978999.000000 Penalty: 4752.076660
	Iteration 35Q: 3 clusters Score -1978999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1978998.500000 Penalty: 4752.076660
	Iteration 36Q: 3 clusters Score -1978998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1978996.250000 Penalty: 4752.076660
	Iteration 37Q: 3 clusters Score -1978996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1978996.250000 Penalty: 4752.076660
	Iteration 38F: 3 clusters Score -1978996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Entering Unmasked Estep 
Score: -6852782.500000 Penalty: 2682.599854
	Iteration 0F: 2 clusters Score -6852782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -6819231.000000 Penalty: 5365.199707
	Iteration 0F: 3 clusters Score -6819231 nChanged 23063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -6832794.000000 Penalty: 5365.199707
	Iteration 1F: 3 clusters Score -6832794 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -6834785.000000 Penalty: 5365.199707
	Iteration 2F: 3 clusters Score -6834785 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -6837779.500000 Penalty: 5365.199707
	Iteration 3F: 3 clusters Score -6837780 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -6841579.500000 Penalty: 5365.199707
	Iteration 4F: 3 clusters Score -6841580 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -6844965.500000 Penalty: 5365.199707
	Iteration 5F: 3 clusters Score -6844966 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -6847604.500000 Penalty: 5365.199707
	Iteration 6F: 3 clusters Score -6847604 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -6849679.000000 Penalty: 5365.199707
	Iteration 7Q: 3 clusters Score -6849679 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -6851108.500000 Penalty: 5365.199707
	Iteration 8Q: 3 clusters Score -6851108 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -6851863.000000 Penalty: 5365.199707
	Iteration 9Q: 3 clusters Score -6851863 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -6852179.500000 Penalty: 5365.199707
	Iteration 10Q: 3 clusters Score -6852180 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -6852371.000000 Penalty: 5365.199707
	Iteration 11Q: 3 clusters Score -6852371 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -6852425.000000 Penalty: 5365.199707
	Iteration 12Q: 3 clusters Score -6852425 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -6852455.000000 Penalty: 5365.199707
	Iteration 13Q: 3 clusters Score -6852455 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -6852484.500000 Penalty: 5365.199707
	Iteration 14Q: 3 clusters Score -6852484 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -6852517.500000 Penalty: 5365.199707
	Iteration 15Q: 3 clusters Score -6852518 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -6852530.000000 Penalty: 5365.199707
	Iteration 16Q: 3 clusters Score -6852530 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -6852571.000000 Penalty: 5365.199707
	Iteration 17Q: 3 clusters Score -6852571 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -6852592.500000 Penalty: 5365.199707
	Iteration 18Q: 3 clusters Score -6852592 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -6852600.000000 Penalty: 5365.199707
	Iteration 19Q: 3 clusters Score -6852600 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -6852622.000000 Penalty: 5365.199707
	Iteration 20F: 3 clusters Score -6852622 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -6852640.000000 Penalty: 5365.199707
	Iteration 21Q: 3 clusters Score -6852640 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -6852638.000000 Penalty: 5365.199707
	Iteration 22Q: 3 clusters Score -6852638 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -6852639.000000 Penalty: 5365.199707
	Iteration 23Q: 3 clusters Score -6852639 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -6852649.000000 Penalty: 5365.199707
	Iteration 24Q: 3 clusters Score -6852649 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -6852654.000000 Penalty: 5365.199707
	Iteration 25Q: 3 clusters Score -6852654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -6852672.500000 Penalty: 5365.199707
	Iteration 26Q: 3 clusters Score -6852672 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -6852679.000000 Penalty: 5365.199707
	Iteration 27Q: 3 clusters Score -6852679 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -6852698.500000 Penalty: 5365.199707
	Iteration 28Q: 3 clusters Score -6852698 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -6852708.000000 Penalty: 5365.199707
	Iteration 29Q: 3 clusters Score -6852708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -6852713.500000 Penalty: 5365.199707
	Iteration 30Q: 3 clusters Score -6852714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -6852732.000000 Penalty: 5365.199707
	Iteration 31Q: 3 clusters Score -6852732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -6852726.000000 Penalty: 5365.199707
	Iteration 32Q: 3 clusters Score -6852726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -6852729.000000 Penalty: 5365.199707
	Iteration 33Q: 3 clusters Score -6852729 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -6852730.000000 Penalty: 5365.199707
	Iteration 34Q: 3 clusters Score -6852730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -6852738.500000 Penalty: 5365.199707
	Iteration 35Q: 3 clusters Score -6852738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -6852749.500000 Penalty: 5365.199707
	Iteration 36Q: 3 clusters Score -6852750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -6852758.000000 Penalty: 5365.199707
	Iteration 37Q: 3 clusters Score -6852758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -6852755.500000 Penalty: 5365.199707
	Iteration 38Q: 3 clusters Score -6852756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -6852762.000000 Penalty: 5365.199707
	Iteration 39Q: 3 clusters Score -6852762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -6852757.000000 Penalty: 5365.199707
	Iteration 40F: 3 clusters Score -6852757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -6852754.500000 Penalty: 5365.199707
	Iteration 41Q: 3 clusters Score -6852754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -6852758.500000 Penalty: 5365.199707
	Iteration 42Q: 3 clusters Score -6852758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -6852763.000000 Penalty: 5365.199707
	Iteration 43Q: 3 clusters Score -6852763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -6852757.000000 Penalty: 5365.199707
	Iteration 44Q: 3 clusters Score -6852757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -6852762.000000 Penalty: 5365.199707
	Iteration 45Q: 3 clusters Score -6852762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -6852757.000000 Penalty: 5365.199707
	Iteration 46Q: 3 clusters Score -6852757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -6852762.000000 Penalty: 5365.199707
	Iteration 47Q: 3 clusters Score -6852762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -6852762.000000 Penalty: 5365.199707
	Iteration 48F: 3 clusters Score -6852762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Entering Unmasked Estep 
Score: -536526.562500 Penalty: 2055.867920
	Iteration 0F: 2 clusters Score -536526.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -532646.750000 Penalty: 4111.735840
	Iteration 0F: 3 clusters Score -532646.8 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -533527.562500 Penalty: 4111.735840
	Iteration 1F: 3 clusters Score -533527.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -533785.187500 Penalty: 4111.735840
	Iteration 2F: 3 clusters Score -533785.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -533962.812500 Penalty: 4111.735840
	Iteration 3F: 3 clusters Score -533962.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -534117.750000 Penalty: 4111.735840
	Iteration 4Q: 3 clusters Score -534117.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -534271.812500 Penalty: 4111.735840
	Iteration 5Q: 3 clusters Score -534271.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -534413.312500 Penalty: 4111.735840
	Iteration 6Q: 3 clusters Score -534413.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -534599.750000 Penalty: 4111.735840
	Iteration 7Q: 3 clusters Score -534599.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -534917.500000 Penalty: 4111.735840
	Iteration 8F: 3 clusters Score -534917.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -535401.500000 Penalty: 4111.735840
	Iteration 9F: 3 clusters Score -535401.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -535784.500000 Penalty: 4111.735840
	Iteration 10F: 3 clusters Score -535784.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -536067.500000 Penalty: 4111.735840
	Iteration 11F: 3 clusters Score -536067.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -536223.687500 Penalty: 4111.735840
	Iteration 12Q: 3 clusters Score -536223.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -536302.937500 Penalty: 4111.735840
	Iteration 13Q: 3 clusters Score -536302.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -536348.750000 Penalty: 4111.735840
	Iteration 14Q: 3 clusters Score -536348.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -536362.062500 Penalty: 4111.735840
	Iteration 15Q: 3 clusters Score -536362.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -536368.312500 Penalty: 4111.735840
	Iteration 16Q: 3 clusters Score -536368.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -536369.750000 Penalty: 4111.735840
	Iteration 17Q: 3 clusters Score -536369.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -536370.312500 Penalty: 4111.735840
	Iteration 18Q: 3 clusters Score -536370.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -536371.937500 Penalty: 4111.735840
	Iteration 19Q: 3 clusters Score -536371.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -536372.562500 Penalty: 4111.735840
	Iteration 20F: 3 clusters Score -536372.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -536373.562500 Penalty: 4111.735840
	Iteration 21Q: 3 clusters Score -536373.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -536374.062500 Penalty: 4111.735840
	Iteration 22Q: 3 clusters Score -536374.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -536374.062500 Penalty: 4111.735840
	Iteration 23F: 3 clusters Score -536374.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Entering Unmasked Estep 
Score: -2118745.250000 Penalty: 2393.937256
	Iteration 0F: 2 clusters Score -2118745 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 7828 members 
Entering Unmasked Estep 
Score: -2107488.250000 Penalty: 4787.874512
	Iteration 0F: 3 clusters Score -2107488 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2111178.250000 Penalty: 4787.874512
	Iteration 1F: 3 clusters Score -2111178 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2111588.500000 Penalty: 4787.874512
	Iteration 2F: 3 clusters Score -2111588 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2112003.250000 Penalty: 4787.874512
	Iteration 3F: 3 clusters Score -2112003 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2112504.750000 Penalty: 4787.874512
	Iteration 4F: 3 clusters Score -2112505 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2113100.250000 Penalty: 4787.874512
	Iteration 5F: 3 clusters Score -2113100 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2113853.000000 Penalty: 4787.874512
	Iteration 6F: 3 clusters Score -2113853 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2114636.500000 Penalty: 4787.874512
	Iteration 7F: 3 clusters Score -2114636 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2115320.750000 Penalty: 4787.874512
	Iteration 8F: 3 clusters Score -2115321 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2115826.250000 Penalty: 4787.874512
	Iteration 9Q: 3 clusters Score -2115826 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2116146.000000 Penalty: 4787.874512
	Iteration 10Q: 3 clusters Score -2116146 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2116389.250000 Penalty: 4787.874512
	Iteration 11Q: 3 clusters Score -2116389 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2116580.500000 Penalty: 4787.874512
	Iteration 12Q: 3 clusters Score -2116580 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2116711.500000 Penalty: 4787.874512
	Iteration 13Q: 3 clusters Score -2116712 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2116805.000000 Penalty: 4787.874512
	Iteration 14Q: 3 clusters Score -2116805 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2116875.250000 Penalty: 4787.874512
	Iteration 15Q: 3 clusters Score -2116875 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2116928.000000 Penalty: 4787.874512
	Iteration 16Q: 3 clusters Score -2116928 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2116975.500000 Penalty: 4787.874512
	Iteration 17Q: 3 clusters Score -2116976 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2117007.500000 Penalty: 4787.874512
	Iteration 18Q: 3 clusters Score -2117008 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2117033.750000 Penalty: 4787.874512
	Iteration 19Q: 3 clusters Score -2117034 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2117053.250000 Penalty: 4787.874512
	Iteration 20F: 3 clusters Score -2117053 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2117067.500000 Penalty: 4787.874512
	Iteration 21Q: 3 clusters Score -2117068 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2117100.750000 Penalty: 4787.874512
	Iteration 22Q: 3 clusters Score -2117101 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2117116.000000 Penalty: 4787.874512
	Iteration 23Q: 3 clusters Score -2117116 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2117133.250000 Penalty: 4787.874512
	Iteration 24Q: 3 clusters Score -2117133 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2117150.750000 Penalty: 4787.874512
	Iteration 25Q: 3 clusters Score -2117151 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2117167.250000 Penalty: 4787.874512
	Iteration 26Q: 3 clusters Score -2117167 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2117179.250000 Penalty: 4787.874512
	Iteration 27Q: 3 clusters Score -2117179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2117190.500000 Penalty: 4787.874512
	Iteration 28Q: 3 clusters Score -2117190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2117203.250000 Penalty: 4787.874512
	Iteration 29Q: 3 clusters Score -2117203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2117206.500000 Penalty: 4787.874512
	Iteration 30Q: 3 clusters Score -2117206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2117212.250000 Penalty: 4787.874512
	Iteration 31Q: 3 clusters Score -2117212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2117216.500000 Penalty: 4787.874512
	Iteration 32Q: 3 clusters Score -2117216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2117220.250000 Penalty: 4787.874512
	Iteration 33Q: 3 clusters Score -2117220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2117224.000000 Penalty: 4787.874512
	Iteration 34Q: 3 clusters Score -2117224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2117227.250000 Penalty: 4787.874512
	Iteration 35Q: 3 clusters Score -2117227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2117227.750000 Penalty: 4787.874512
	Iteration 36Q: 3 clusters Score -2117228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2117232.500000 Penalty: 4787.874512
	Iteration 37Q: 3 clusters Score -2117232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2117239.000000 Penalty: 4787.874512
	Iteration 38Q: 3 clusters Score -2117239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2117235.750000 Penalty: 4787.874512
	Iteration 39Q: 3 clusters Score -2117236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2117238.500000 Penalty: 4787.874512
	Iteration 40F: 3 clusters Score -2117238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2117240.500000 Penalty: 4787.874512
	Iteration 41Q: 3 clusters Score -2117240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2117239.750000 Penalty: 4787.874512
	Iteration 42Q: 3 clusters Score -2117240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2117241.500000 Penalty: 4787.874512
	Iteration 43Q: 3 clusters Score -2117242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2117241.500000 Penalty: 4787.874512
	Iteration 44F: 3 clusters Score -2117242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (200550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200550 members 
Entering Unmasked Estep 
Score: -27873348.000000 Penalty: 3027.786865
	Iteration 0F: 2 clusters Score -2.787335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100441 members 
Mstep: Class 2 contains 100109 members 
Entering Unmasked Estep 
Score: -27748154.000000 Penalty: 6055.573730
	Iteration 0F: 3 clusters Score -2.774815e+07 nChanged 96451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101946 members 
Mstep: Class 2 contains 98604 members 
Entering Unmasked Estep 
Score: -27804594.000000 Penalty: 6055.573730
	Iteration 1F: 3 clusters Score -2.780459e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103123 members 
Mstep: Class 2 contains 97427 members 
Entering Unmasked Estep 
Score: -27805704.000000 Penalty: 6055.573730
	Iteration 2Q: 3 clusters Score -2.78057e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104972 members 
Mstep: Class 2 contains 95578 members 
Entering Unmasked Estep 
Score: -27807310.000000 Penalty: 6055.573730
	Iteration 3Q: 3 clusters Score -2.780731e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107853 members 
Mstep: Class 2 contains 92697 members 
Entering Unmasked Estep 
Score: -27809822.000000 Penalty: 6055.573730
	Iteration 4Q: 3 clusters Score -2.780982e+07 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112154 members 
Mstep: Class 2 contains 88396 members 
Entering Unmasked Estep 
Score: -27814092.000000 Penalty: 6055.573730
	Iteration 5Q: 3 clusters Score -2.781409e+07 nChanged 11225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118051 members 
Mstep: Class 2 contains 82499 members 
Entering Unmasked Estep 
Score: -27821198.000000 Penalty: 6055.573730
	Iteration 6F: 3 clusters Score -2.78212e+07 nChanged 13171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125010 members 
Mstep: Class 2 contains 75540 members 
Entering Unmasked Estep 
Score: -27831172.000000 Penalty: 6055.573730
	Iteration 7F: 3 clusters Score -2.783117e+07 nChanged 13640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131574 members 
Mstep: Class 2 contains 68976 members 
Entering Unmasked Estep 
Score: -27841588.000000 Penalty: 6055.573730
	Iteration 8F: 3 clusters Score -2.784159e+07 nChanged 11383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136759 members 
Mstep: Class 2 contains 63791 members 
Entering Unmasked Estep 
Score: -27848628.000000 Penalty: 6055.573730
	Iteration 9F: 3 clusters Score -2.784863e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141235 members 
Mstep: Class 2 contains 59315 members 
Entering Unmasked Estep 
Score: -27851614.000000 Penalty: 6055.573730
	Iteration 10Q: 3 clusters Score -2.785161e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145671 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -27853270.000000 Penalty: 6055.573730
	Iteration 11Q: 3 clusters Score -2.785327e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150183 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -27854834.000000 Penalty: 6055.573730
	Iteration 12Q: 3 clusters Score -2.785483e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154842 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -27856366.000000 Penalty: 6055.573730
	Iteration 13Q: 3 clusters Score -2.785637e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159404 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -27858100.000000 Penalty: 6055.573730
	Iteration 14Q: 3 clusters Score -2.78581e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163900 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -27860002.000000 Penalty: 6055.573730
	Iteration 15Q: 3 clusters Score -2.786e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168193 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -27861716.000000 Penalty: 6055.573730
	Iteration 16Q: 3 clusters Score -2.786172e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172299 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -27863270.000000 Penalty: 6055.573730
	Iteration 17Q: 3 clusters Score -2.786327e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176070 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -27864634.000000 Penalty: 6055.573730
	Iteration 18Q: 3 clusters Score -2.786463e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179425 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -27865888.000000 Penalty: 6055.573730
	Iteration 19Q: 3 clusters Score -2.786589e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182390 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -27867012.000000 Penalty: 6055.573730
	Iteration 20F: 3 clusters Score -2.786701e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184921 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -27868254.000000 Penalty: 6055.573730
	Iteration 21Q: 3 clusters Score -2.786825e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187097 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -27868962.000000 Penalty: 6055.573730
	Iteration 22Q: 3 clusters Score -2.786896e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188925 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -27869530.000000 Penalty: 6055.573730
	Iteration 23Q: 3 clusters Score -2.786953e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190422 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -27870142.000000 Penalty: 6055.573730
	Iteration 24Q: 3 clusters Score -2.787014e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191639 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -27870516.000000 Penalty: 6055.573730
	Iteration 25Q: 3 clusters Score -2.787052e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192663 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -27870802.000000 Penalty: 6055.573730
	Iteration 26Q: 3 clusters Score -2.78708e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193516 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -27870986.000000 Penalty: 6055.573730
	Iteration 27Q: 3 clusters Score -2.787099e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194242 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -27871204.000000 Penalty: 6055.573730
	Iteration 28Q: 3 clusters Score -2.78712e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194881 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -27871394.000000 Penalty: 6055.573730
	Iteration 29Q: 3 clusters Score -2.787139e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195407 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -27871530.000000 Penalty: 6055.573730
	Iteration 30Q: 3 clusters Score -2.787153e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195889 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -27871474.000000 Penalty: 6055.573730
	Iteration 31Q: 3 clusters Score -2.787147e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196298 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -27871582.000000 Penalty: 6055.573730
	Iteration 32Q: 3 clusters Score -2.787158e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196656 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -27871606.000000 Penalty: 6055.573730
	Iteration 33Q: 3 clusters Score -2.787161e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196993 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -27871598.000000 Penalty: 6055.573730
	Iteration 34Q: 3 clusters Score -2.78716e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197274 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -27871514.000000 Penalty: 6055.573730
	Iteration 35Q: 3 clusters Score -2.787151e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197516 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -27871550.000000 Penalty: 6055.573730
	Iteration 36Q: 3 clusters Score -2.787155e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197709 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -27871484.000000 Penalty: 6055.573730
	Iteration 37Q: 3 clusters Score -2.787148e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197858 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -27871462.000000 Penalty: 6055.573730
	Iteration 38Q: 3 clusters Score -2.787146e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197998 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -27871484.000000 Penalty: 6055.573730
	Iteration 39Q: 3 clusters Score -2.787148e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198108 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -27871458.000000 Penalty: 6055.573730
	Iteration 40F: 3 clusters Score -2.787146e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198224 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -27871450.000000 Penalty: 6055.573730
	Iteration 41Q: 3 clusters Score -2.787145e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198331 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -27871464.000000 Penalty: 6055.573730
	Iteration 42Q: 3 clusters Score -2.787146e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198425 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -27871468.000000 Penalty: 6055.573730
	Iteration 43Q: 3 clusters Score -2.787147e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198516 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -27871460.000000 Penalty: 6055.573730
	Iteration 44Q: 3 clusters Score -2.787146e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198618 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -27871460.000000 Penalty: 6055.573730
	Iteration 45Q: 3 clusters Score -2.787146e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198698 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -27871450.000000 Penalty: 6055.573730
	Iteration 46Q: 3 clusters Score -2.787145e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198779 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -27871474.000000 Penalty: 6055.573730
	Iteration 47Q: 3 clusters Score -2.787147e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198859 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -27871366.000000 Penalty: 6055.573730
	Iteration 48Q: 3 clusters Score -2.787137e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198933 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -27871400.000000 Penalty: 6055.573730
	Iteration 49Q: 3 clusters Score -2.78714e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199010 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -27871380.000000 Penalty: 6055.573730
	Iteration 50Q: 3 clusters Score -2.787138e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199083 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -27871384.000000 Penalty: 6055.573730
	Iteration 51Q: 3 clusters Score -2.787138e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199152 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -27871382.000000 Penalty: 6055.573730
	Iteration 52Q: 3 clusters Score -2.787138e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199206 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -27871414.000000 Penalty: 6055.573730
	Iteration 53Q: 3 clusters Score -2.787141e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199267 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -27871410.000000 Penalty: 6055.573730
	Iteration 54Q: 3 clusters Score -2.787141e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199314 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -27871410.000000 Penalty: 6055.573730
	Iteration 55Q: 3 clusters Score -2.787141e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199355 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -27871394.000000 Penalty: 6055.573730
	Iteration 56Q: 3 clusters Score -2.787139e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199384 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -27871392.000000 Penalty: 6055.573730
	Iteration 57Q: 3 clusters Score -2.787139e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199412 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -27871382.000000 Penalty: 6055.573730
	Iteration 58Q: 3 clusters Score -2.787138e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199439 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -27871410.000000 Penalty: 6055.573730
	Iteration 59Q: 3 clusters Score -2.787141e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199458 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -27871402.000000 Penalty: 6055.573730
	Iteration 60F: 3 clusters Score -2.78714e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199476 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -27871436.000000 Penalty: 6055.573730
	Iteration 61Q: 3 clusters Score -2.787144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199493 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -27871416.000000 Penalty: 6055.573730
	Iteration 62Q: 3 clusters Score -2.787142e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199511 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -27871380.000000 Penalty: 6055.573730
	Iteration 63Q: 3 clusters Score -2.787138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199523 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -27871392.000000 Penalty: 6055.573730
	Iteration 64Q: 3 clusters Score -2.787139e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199535 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -27871384.000000 Penalty: 6055.573730
	Iteration 65Q: 3 clusters Score -2.787138e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199548 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -27871372.000000 Penalty: 6055.573730
	Iteration 66Q: 3 clusters Score -2.787137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199558 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -27871354.000000 Penalty: 6055.573730
	Iteration 67Q: 3 clusters Score -2.787135e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199572 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -27871354.000000 Penalty: 6055.573730
	Iteration 68Q: 3 clusters Score -2.787135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199579 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -27871336.000000 Penalty: 6055.573730
	Iteration 69Q: 3 clusters Score -2.787134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199586 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -27871336.000000 Penalty: 6055.573730
	Iteration 70Q: 3 clusters Score -2.787134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199591 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -27871348.000000 Penalty: 6055.573730
	Iteration 71Q: 3 clusters Score -2.787135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199595 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -27871336.000000 Penalty: 6055.573730
	Iteration 72Q: 3 clusters Score -2.787134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199599 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -27871332.000000 Penalty: 6055.573730
	Iteration 73Q: 3 clusters Score -2.787133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199600 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -27871336.000000 Penalty: 6055.573730
	Iteration 74Q: 3 clusters Score -2.787134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199600 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -27871336.000000 Penalty: 6055.573730
	Iteration 75F: 3 clusters Score -2.787134e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Entering Unmasked Estep 
Score: -707881.500000 Penalty: 2120.027588
	Iteration 0F: 2 clusters Score -707881.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -703272.125000 Penalty: 4240.055176
	Iteration 0F: 3 clusters Score -703272.1 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -704400.937500 Penalty: 4240.055176
	Iteration 1F: 3 clusters Score -704400.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -704619.625000 Penalty: 4240.055176
	Iteration 2F: 3 clusters Score -704619.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -704772.250000 Penalty: 4240.055176
	Iteration 3F: 3 clusters Score -704772.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -704888.687500 Penalty: 4240.055176
	Iteration 4Q: 3 clusters Score -704888.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -704992.312500 Penalty: 4240.055176
	Iteration 5Q: 3 clusters Score -704992.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -705076.687500 Penalty: 4240.055176
	Iteration 6Q: 3 clusters Score -705076.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -705173.750000 Penalty: 4240.055176
	Iteration 7Q: 3 clusters Score -705173.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -705255.687500 Penalty: 4240.055176
	Iteration 8Q: 3 clusters Score -705255.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -705334.687500 Penalty: 4240.055176
	Iteration 9Q: 3 clusters Score -705334.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -705425.625000 Penalty: 4240.055176
	Iteration 10Q: 3 clusters Score -705425.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -705520.625000 Penalty: 4240.055176
	Iteration 11Q: 3 clusters Score -705520.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -705613.750000 Penalty: 4240.055176
	Iteration 12Q: 3 clusters Score -705613.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -705697.062500 Penalty: 4240.055176
	Iteration 13Q: 3 clusters Score -705697.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -705771.125000 Penalty: 4240.055176
	Iteration 14Q: 3 clusters Score -705771.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -705844.062500 Penalty: 4240.055176
	Iteration 15Q: 3 clusters Score -705844.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -705899.937500 Penalty: 4240.055176
	Iteration 16Q: 3 clusters Score -705899.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -705944.750000 Penalty: 4240.055176
	Iteration 17Q: 3 clusters Score -705944.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -705976.375000 Penalty: 4240.055176
	Iteration 18Q: 3 clusters Score -705976.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -706008.062500 Penalty: 4240.055176
	Iteration 19Q: 3 clusters Score -706008.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -706029.000000 Penalty: 4240.055176
	Iteration 20F: 3 clusters Score -706029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -706045.187500 Penalty: 4240.055176
	Iteration 21Q: 3 clusters Score -706045.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -706057.125000 Penalty: 4240.055176
	Iteration 22Q: 3 clusters Score -706057.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -706078.437500 Penalty: 4240.055176
	Iteration 23Q: 3 clusters Score -706078.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -706088.312500 Penalty: 4240.055176
	Iteration 24Q: 3 clusters Score -706088.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -706104.375000 Penalty: 4240.055176
	Iteration 25Q: 3 clusters Score -706104.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -706116.500000 Penalty: 4240.055176
	Iteration 26Q: 3 clusters Score -706116.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -706128.312500 Penalty: 4240.055176
	Iteration 27Q: 3 clusters Score -706128.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -706134.562500 Penalty: 4240.055176
	Iteration 28Q: 3 clusters Score -706134.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -706144.000000 Penalty: 4240.055176
	Iteration 29Q: 3 clusters Score -706144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -706153.687500 Penalty: 4240.055176
	Iteration 30Q: 3 clusters Score -706153.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -706162.687500 Penalty: 4240.055176
	Iteration 31Q: 3 clusters Score -706162.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -706165.625000 Penalty: 4240.055176
	Iteration 32Q: 3 clusters Score -706165.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -706169.187500 Penalty: 4240.055176
	Iteration 33Q: 3 clusters Score -706169.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -706173.187500 Penalty: 4240.055176
	Iteration 34Q: 3 clusters Score -706173.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -706176.312500 Penalty: 4240.055176
	Iteration 35Q: 3 clusters Score -706176.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -706176.187500 Penalty: 4240.055176
	Iteration 36Q: 3 clusters Score -706176.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -706177.500000 Penalty: 4240.055176
	Iteration 37Q: 3 clusters Score -706177.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -706180.187500 Penalty: 4240.055176
	Iteration 38Q: 3 clusters Score -706180.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -706181.812500 Penalty: 4240.055176
	Iteration 39Q: 3 clusters Score -706181.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -706182.625000 Penalty: 4240.055176
	Iteration 40F: 3 clusters Score -706182.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -706182.125000 Penalty: 4240.055176
	Iteration 41Q: 3 clusters Score -706182.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -706183.937500 Penalty: 4240.055176
	Iteration 42Q: 3 clusters Score -706183.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -706187.062500 Penalty: 4240.055176
	Iteration 43Q: 3 clusters Score -706187.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -706186.375000 Penalty: 4240.055176
	Iteration 44Q: 3 clusters Score -706186.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -706187.125000 Penalty: 4240.055176
	Iteration 45Q: 3 clusters Score -706187.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -706187.500000 Penalty: 4240.055176
	Iteration 46Q: 3 clusters Score -706187.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -706192.125000 Penalty: 4240.055176
	Iteration 47Q: 3 clusters Score -706192.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -706196.375000 Penalty: 4240.055176
	Iteration 48Q: 3 clusters Score -706196.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -706199.812500 Penalty: 4240.055176
	Iteration 49Q: 3 clusters Score -706199.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -706208.187500 Penalty: 4240.055176
	Iteration 50Q: 3 clusters Score -706208.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -706212.375000 Penalty: 4240.055176
	Iteration 51Q: 3 clusters Score -706212.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -706215.187500 Penalty: 4240.055176
	Iteration 52Q: 3 clusters Score -706215.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -706217.375000 Penalty: 4240.055176
	Iteration 53Q: 3 clusters Score -706217.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -706219.625000 Penalty: 4240.055176
	Iteration 54Q: 3 clusters Score -706219.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -706223.750000 Penalty: 4240.055176
	Iteration 55Q: 3 clusters Score -706223.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -706226.875000 Penalty: 4240.055176
	Iteration 56Q: 3 clusters Score -706226.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -706227.875000 Penalty: 4240.055176
	Iteration 57Q: 3 clusters Score -706227.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -706227.875000 Penalty: 4240.055176
	Iteration 58F: 3 clusters Score -706227.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Entering Unmasked Estep 
Score: -1007821.875000 Penalty: 2213.248779
	Iteration 0F: 2 clusters Score -1007822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1001675.187500 Penalty: 4426.497559
	Iteration 0F: 3 clusters Score -1001675 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1003421.250000 Penalty: 4426.497559
	Iteration 1F: 3 clusters Score -1003421 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1003752.375000 Penalty: 4426.497559
	Iteration 2F: 3 clusters Score -1003752 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1004063.312500 Penalty: 4426.497559
	Iteration 3F: 3 clusters Score -1004063 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1004407.062500 Penalty: 4426.497559
	Iteration 4F: 3 clusters Score -1004407 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1004688.875000 Penalty: 4426.497559
	Iteration 5F: 3 clusters Score -1004689 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1004952.312500 Penalty: 4426.497559
	Iteration 6F: 3 clusters Score -1004952 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1005211.187500 Penalty: 4426.497559
	Iteration 7Q: 3 clusters Score -1005211 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1005433.062500 Penalty: 4426.497559
	Iteration 8Q: 3 clusters Score -1005433 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1005627.500000 Penalty: 4426.497559
	Iteration 9Q: 3 clusters Score -1005628 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1005831.125000 Penalty: 4426.497559
	Iteration 10Q: 3 clusters Score -1005831 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1006054.812500 Penalty: 4426.497559
	Iteration 11Q: 3 clusters Score -1006055 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1006229.687500 Penalty: 4426.497559
	Iteration 12Q: 3 clusters Score -1006230 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1006352.687500 Penalty: 4426.497559
	Iteration 13Q: 3 clusters Score -1006353 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1006428.625000 Penalty: 4426.497559
	Iteration 14Q: 3 clusters Score -1006429 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1006474.062500 Penalty: 4426.497559
	Iteration 15Q: 3 clusters Score -1006474 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1006515.562500 Penalty: 4426.497559
	Iteration 16Q: 3 clusters Score -1006516 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1006553.062500 Penalty: 4426.497559
	Iteration 17Q: 3 clusters Score -1006553 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1006588.312500 Penalty: 4426.497559
	Iteration 18Q: 3 clusters Score -1006588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1006607.125000 Penalty: 4426.497559
	Iteration 19Q: 3 clusters Score -1006607 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1006619.062500 Penalty: 4426.497559
	Iteration 20F: 3 clusters Score -1006619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1006624.437500 Penalty: 4426.497559
	Iteration 21Q: 3 clusters Score -1006624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1006627.125000 Penalty: 4426.497559
	Iteration 22Q: 3 clusters Score -1006627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1006629.187500 Penalty: 4426.497559
	Iteration 23Q: 3 clusters Score -1006629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1006630.562500 Penalty: 4426.497559
	Iteration 24Q: 3 clusters Score -1006631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1006632.187500 Penalty: 4426.497559
	Iteration 25Q: 3 clusters Score -1006632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1006636.500000 Penalty: 4426.497559
	Iteration 26Q: 3 clusters Score -1006636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1006636.000000 Penalty: 4426.497559
	Iteration 27Q: 3 clusters Score -1006636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1006636.000000 Penalty: 4426.497559
	Iteration 28Q: 3 clusters Score -1006636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1006638.312500 Penalty: 4426.497559
	Iteration 29Q: 3 clusters Score -1006638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1006639.500000 Penalty: 4426.497559
	Iteration 30Q: 3 clusters Score -1006640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1006641.000000 Penalty: 4426.497559
	Iteration 31Q: 3 clusters Score -1006641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1006641.437500 Penalty: 4426.497559
	Iteration 32Q: 3 clusters Score -1006641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1006642.187500 Penalty: 4426.497559
	Iteration 33Q: 3 clusters Score -1006642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1006643.437500 Penalty: 4426.497559
	Iteration 34Q: 3 clusters Score -1006643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1006644.562500 Penalty: 4426.497559
	Iteration 35Q: 3 clusters Score -1006645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1006647.750000 Penalty: 4426.497559
	Iteration 36Q: 3 clusters Score -1006648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1006649.375000 Penalty: 4426.497559
	Iteration 37Q: 3 clusters Score -1006649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1006654.625000 Penalty: 4426.497559
	Iteration 38Q: 3 clusters Score -1006655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1006660.187500 Penalty: 4426.497559
	Iteration 39Q: 3 clusters Score -1006660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1006668.250000 Penalty: 4426.497559
	Iteration 40F: 3 clusters Score -1006668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1006671.312500 Penalty: 4426.497559
	Iteration 41Q: 3 clusters Score -1006671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1006679.312500 Penalty: 4426.497559
	Iteration 42Q: 3 clusters Score -1006679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1006685.000000 Penalty: 4426.497559
	Iteration 43Q: 3 clusters Score -1006685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1006688.750000 Penalty: 4426.497559
	Iteration 44Q: 3 clusters Score -1006689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1006690.062500 Penalty: 4426.497559
	Iteration 45Q: 3 clusters Score -1006690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1006693.875000 Penalty: 4426.497559
	Iteration 46Q: 3 clusters Score -1006694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1006697.687500 Penalty: 4426.497559
	Iteration 47Q: 3 clusters Score -1006698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1006701.437500 Penalty: 4426.497559
	Iteration 48Q: 3 clusters Score -1006701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1006700.250000 Penalty: 4426.497559
	Iteration 49Q: 3 clusters Score -1006700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1006702.000000 Penalty: 4426.497559
	Iteration 50Q: 3 clusters Score -1006702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1006703.312500 Penalty: 4426.497559
	Iteration 51Q: 3 clusters Score -1006703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1006705.625000 Penalty: 4426.497559
	Iteration 52Q: 3 clusters Score -1006706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1006705.750000 Penalty: 4426.497559
	Iteration 53Q: 3 clusters Score -1006706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1006704.000000 Penalty: 4426.497559
	Iteration 54Q: 3 clusters Score -1006704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1006707.187500 Penalty: 4426.497559
	Iteration 55Q: 3 clusters Score -1006707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1006707.187500 Penalty: 4426.497559
	Iteration 56F: 3 clusters Score -1006707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Entering Unmasked Estep 
Score: -964033.562500 Penalty: 2202.074707
	Iteration 0F: 2 clusters Score -964033.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -958162.937500 Penalty: 4404.149414
	Iteration 0F: 3 clusters Score -958162.9 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -959786.000000 Penalty: 4404.149414
	Iteration 1F: 3 clusters Score -959786 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -960164.875000 Penalty: 4404.149414
	Iteration 2F: 3 clusters Score -960164.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -960493.625000 Penalty: 4404.149414
	Iteration 3F: 3 clusters Score -960493.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -960796.500000 Penalty: 4404.149414
	Iteration 4F: 3 clusters Score -960796.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -961095.625000 Penalty: 4404.149414
	Iteration 5F: 3 clusters Score -961095.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -961375.312500 Penalty: 4404.149414
	Iteration 6F: 3 clusters Score -961375.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -961632.437500 Penalty: 4404.149414
	Iteration 7Q: 3 clusters Score -961632.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -961836.937500 Penalty: 4404.149414
	Iteration 8Q: 3 clusters Score -961836.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -961987.312500 Penalty: 4404.149414
	Iteration 9Q: 3 clusters Score -961987.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -962108.937500 Penalty: 4404.149414
	Iteration 10Q: 3 clusters Score -962108.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -962188.625000 Penalty: 4404.149414
	Iteration 11Q: 3 clusters Score -962188.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -962264.937500 Penalty: 4404.149414
	Iteration 12Q: 3 clusters Score -962264.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -962328.437500 Penalty: 4404.149414
	Iteration 13Q: 3 clusters Score -962328.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -962391.312500 Penalty: 4404.149414
	Iteration 14Q: 3 clusters Score -962391.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -962448.687500 Penalty: 4404.149414
	Iteration 15Q: 3 clusters Score -962448.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -962492.187500 Penalty: 4404.149414
	Iteration 16Q: 3 clusters Score -962492.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -962530.000000 Penalty: 4404.149414
	Iteration 17Q: 3 clusters Score -962530 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -962570.375000 Penalty: 4404.149414
	Iteration 18Q: 3 clusters Score -962570.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -962609.562500 Penalty: 4404.149414
	Iteration 19Q: 3 clusters Score -962609.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -962635.875000 Penalty: 4404.149414
	Iteration 20F: 3 clusters Score -962635.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -962664.562500 Penalty: 4404.149414
	Iteration 21Q: 3 clusters Score -962664.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -962687.187500 Penalty: 4404.149414
	Iteration 22Q: 3 clusters Score -962687.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -962704.000000 Penalty: 4404.149414
	Iteration 23Q: 3 clusters Score -962704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -962717.812500 Penalty: 4404.149414
	Iteration 24Q: 3 clusters Score -962717.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -962730.812500 Penalty: 4404.149414
	Iteration 25Q: 3 clusters Score -962730.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -962743.437500 Penalty: 4404.149414
	Iteration 26Q: 3 clusters Score -962743.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -962758.750000 Penalty: 4404.149414
	Iteration 27Q: 3 clusters Score -962758.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -962768.687500 Penalty: 4404.149414
	Iteration 28Q: 3 clusters Score -962768.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -962782.125000 Penalty: 4404.149414
	Iteration 29Q: 3 clusters Score -962782.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -962794.312500 Penalty: 4404.149414
	Iteration 30Q: 3 clusters Score -962794.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -962802.437500 Penalty: 4404.149414
	Iteration 31Q: 3 clusters Score -962802.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -962808.437500 Penalty: 4404.149414
	Iteration 32Q: 3 clusters Score -962808.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -962812.437500 Penalty: 4404.149414
	Iteration 33Q: 3 clusters Score -962812.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -962820.062500 Penalty: 4404.149414
	Iteration 34Q: 3 clusters Score -962820.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -962821.812500 Penalty: 4404.149414
	Iteration 35Q: 3 clusters Score -962821.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -962825.375000 Penalty: 4404.149414
	Iteration 36Q: 3 clusters Score -962825.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -962830.625000 Penalty: 4404.149414
	Iteration 37Q: 3 clusters Score -962830.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -962838.750000 Penalty: 4404.149414
	Iteration 38Q: 3 clusters Score -962838.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -962841.125000 Penalty: 4404.149414
	Iteration 39Q: 3 clusters Score -962841.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -962843.875000 Penalty: 4404.149414
	Iteration 40F: 3 clusters Score -962843.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -962847.437500 Penalty: 4404.149414
	Iteration 41Q: 3 clusters Score -962847.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -962847.875000 Penalty: 4404.149414
	Iteration 42Q: 3 clusters Score -962847.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -962849.937500 Penalty: 4404.149414
	Iteration 43Q: 3 clusters Score -962849.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -962848.500000 Penalty: 4404.149414
	Iteration 44Q: 3 clusters Score -962848.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -962850.000000 Penalty: 4404.149414
	Iteration 45Q: 3 clusters Score -962850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -962853.125000 Penalty: 4404.149414
	Iteration 46Q: 3 clusters Score -962853.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -962850.062500 Penalty: 4404.149414
	Iteration 47Q: 3 clusters Score -962850.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -962850.937500 Penalty: 4404.149414
	Iteration 48Q: 3 clusters Score -962850.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -962852.375000 Penalty: 4404.149414
	Iteration 49Q: 3 clusters Score -962852.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -962853.312500 Penalty: 4404.149414
	Iteration 50Q: 3 clusters Score -962853.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -962855.562500 Penalty: 4404.149414
	Iteration 51Q: 3 clusters Score -962855.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -962857.500000 Penalty: 4404.149414
	Iteration 52Q: 3 clusters Score -962857.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -962859.437500 Penalty: 4404.149414
	Iteration 53Q: 3 clusters Score -962859.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -962860.187500 Penalty: 4404.149414
	Iteration 54Q: 3 clusters Score -962860.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -962866.562500 Penalty: 4404.149414
	Iteration 55Q: 3 clusters Score -962866.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -962867.125000 Penalty: 4404.149414
	Iteration 56Q: 3 clusters Score -962867.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -962869.062500 Penalty: 4404.149414
	Iteration 57Q: 3 clusters Score -962869.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -962867.125000 Penalty: 4404.149414
	Iteration 58Q: 3 clusters Score -962867.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -962869.812500 Penalty: 4404.149414
	Iteration 59Q: 3 clusters Score -962869.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -962872.000000 Penalty: 4404.149414
	Iteration 60F: 3 clusters Score -962872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -962874.812500 Penalty: 4404.149414
	Iteration 61Q: 3 clusters Score -962874.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -962873.937500 Penalty: 4404.149414
	Iteration 62Q: 3 clusters Score -962873.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -962874.562500 Penalty: 4404.149414
	Iteration 63Q: 3 clusters Score -962874.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -962875.750000 Penalty: 4404.149414
	Iteration 64Q: 3 clusters Score -962875.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -962875.875000 Penalty: 4404.149414
	Iteration 65Q: 3 clusters Score -962875.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -962876.375000 Penalty: 4404.149414
	Iteration 66Q: 3 clusters Score -962876.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -962879.625000 Penalty: 4404.149414
	Iteration 67Q: 3 clusters Score -962879.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -962878.750000 Penalty: 4404.149414
	Iteration 68Q: 3 clusters Score -962878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -962880.125000 Penalty: 4404.149414
	Iteration 69Q: 3 clusters Score -962880.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -962879.562500 Penalty: 4404.149414
	Iteration 70Q: 3 clusters Score -962879.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -962880.687500 Penalty: 4404.149414
	Iteration 71Q: 3 clusters Score -962880.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -962883.187500 Penalty: 4404.149414
	Iteration 72Q: 3 clusters Score -962883.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -962883.625000 Penalty: 4404.149414
	Iteration 73Q: 3 clusters Score -962883.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -962883.625000 Penalty: 4404.149414
	Iteration 74F: 3 clusters Score -962883.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Entering Unmasked Estep 
Score: -749782.000000 Penalty: 2156.817383
	Iteration 0F: 2 clusters Score -749782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -744650.500000 Penalty: 4313.634766
	Iteration 0F: 3 clusters Score -744650.5 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -746104.750000 Penalty: 4313.634766
	Iteration 1F: 3 clusters Score -746104.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -746606.750000 Penalty: 4313.634766
	Iteration 2F: 3 clusters Score -746606.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -747056.187500 Penalty: 4313.634766
	Iteration 3F: 3 clusters Score -747056.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -747527.750000 Penalty: 4313.634766
	Iteration 4F: 3 clusters Score -747527.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -747990.562500 Penalty: 4313.634766
	Iteration 5F: 3 clusters Score -747990.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -748368.500000 Penalty: 4313.634766
	Iteration 6F: 3 clusters Score -748368.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -748638.562500 Penalty: 4313.634766
	Iteration 7F: 3 clusters Score -748638.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -748838.250000 Penalty: 4313.634766
	Iteration 8Q: 3 clusters Score -748838.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -748980.062500 Penalty: 4313.634766
	Iteration 9Q: 3 clusters Score -748980.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -749056.500000 Penalty: 4313.634766
	Iteration 10Q: 3 clusters Score -749056.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -749093.000000 Penalty: 4313.634766
	Iteration 11Q: 3 clusters Score -749093 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -749128.125000 Penalty: 4313.634766
	Iteration 12Q: 3 clusters Score -749128.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -749162.187500 Penalty: 4313.634766
	Iteration 13Q: 3 clusters Score -749162.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -749192.125000 Penalty: 4313.634766
	Iteration 14Q: 3 clusters Score -749192.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -749215.687500 Penalty: 4313.634766
	Iteration 15Q: 3 clusters Score -749215.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -749236.687500 Penalty: 4313.634766
	Iteration 16Q: 3 clusters Score -749236.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -749254.562500 Penalty: 4313.634766
	Iteration 17Q: 3 clusters Score -749254.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -749269.000000 Penalty: 4313.634766
	Iteration 18Q: 3 clusters Score -749269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -749282.562500 Penalty: 4313.634766
	Iteration 19Q: 3 clusters Score -749282.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -749295.312500 Penalty: 4313.634766
	Iteration 20F: 3 clusters Score -749295.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -749302.312500 Penalty: 4313.634766
	Iteration 21Q: 3 clusters Score -749302.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -749309.625000 Penalty: 4313.634766
	Iteration 22Q: 3 clusters Score -749309.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -749317.812500 Penalty: 4313.634766
	Iteration 23Q: 3 clusters Score -749317.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -749322.250000 Penalty: 4313.634766
	Iteration 24Q: 3 clusters Score -749322.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -749325.125000 Penalty: 4313.634766
	Iteration 25Q: 3 clusters Score -749325.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -749328.562500 Penalty: 4313.634766
	Iteration 26Q: 3 clusters Score -749328.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -749328.062500 Penalty: 4313.634766
	Iteration 27Q: 3 clusters Score -749328.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -749329.062500 Penalty: 4313.634766
	Iteration 28Q: 3 clusters Score -749329.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -749328.812500 Penalty: 4313.634766
	Iteration 29Q: 3 clusters Score -749328.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -749331.062500 Penalty: 4313.634766
	Iteration 30Q: 3 clusters Score -749331.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -749330.625000 Penalty: 4313.634766
	Iteration 31Q: 3 clusters Score -749330.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -749330.375000 Penalty: 4313.634766
	Iteration 32Q: 3 clusters Score -749330.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -749331.312500 Penalty: 4313.634766
	Iteration 33Q: 3 clusters Score -749331.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -749331.312500 Penalty: 4313.634766
	Iteration 34F: 3 clusters Score -749331.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Entering Unmasked Estep 
Score: -1546488.500000 Penalty: 2309.911621
	Iteration 0F: 2 clusters Score -1546488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1538151.750000 Penalty: 4619.823242
	Iteration 0F: 3 clusters Score -1538152 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1540613.000000 Penalty: 4619.823242
	Iteration 1F: 3 clusters Score -1540613 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1540873.375000 Penalty: 4619.823242
	Iteration 2F: 3 clusters Score -1540873 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1541068.000000 Penalty: 4619.823242
	Iteration 3Q: 3 clusters Score -1541068 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1541270.500000 Penalty: 4619.823242
	Iteration 4Q: 3 clusters Score -1541270 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1541500.625000 Penalty: 4619.823242
	Iteration 5Q: 3 clusters Score -1541501 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1541716.125000 Penalty: 4619.823242
	Iteration 6Q: 3 clusters Score -1541716 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1541951.500000 Penalty: 4619.823242
	Iteration 7Q: 3 clusters Score -1541952 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1542231.750000 Penalty: 4619.823242
	Iteration 8Q: 3 clusters Score -1542232 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1542565.125000 Penalty: 4619.823242
	Iteration 9Q: 3 clusters Score -1542565 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1542931.875000 Penalty: 4619.823242
	Iteration 10Q: 3 clusters Score -1542932 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1543297.375000 Penalty: 4619.823242
	Iteration 11Q: 3 clusters Score -1543297 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1543606.625000 Penalty: 4619.823242
	Iteration 12Q: 3 clusters Score -1543607 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1543846.500000 Penalty: 4619.823242
	Iteration 13Q: 3 clusters Score -1543846 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1544011.750000 Penalty: 4619.823242
	Iteration 14Q: 3 clusters Score -1544012 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1544130.250000 Penalty: 4619.823242
	Iteration 15Q: 3 clusters Score -1544130 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1544228.875000 Penalty: 4619.823242
	Iteration 16Q: 3 clusters Score -1544229 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1544280.250000 Penalty: 4619.823242
	Iteration 17Q: 3 clusters Score -1544280 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1544323.500000 Penalty: 4619.823242
	Iteration 18Q: 3 clusters Score -1544324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1544353.875000 Penalty: 4619.823242
	Iteration 19Q: 3 clusters Score -1544354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1544375.750000 Penalty: 4619.823242
	Iteration 20F: 3 clusters Score -1544376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1544388.625000 Penalty: 4619.823242
	Iteration 21Q: 3 clusters Score -1544389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1544391.375000 Penalty: 4619.823242
	Iteration 22Q: 3 clusters Score -1544391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1544394.000000 Penalty: 4619.823242
	Iteration 23Q: 3 clusters Score -1544394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1544395.875000 Penalty: 4619.823242
	Iteration 24Q: 3 clusters Score -1544396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1544398.500000 Penalty: 4619.823242
	Iteration 25Q: 3 clusters Score -1544398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1544403.750000 Penalty: 4619.823242
	Iteration 26Q: 3 clusters Score -1544404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1544409.125000 Penalty: 4619.823242
	Iteration 27Q: 3 clusters Score -1544409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1544414.250000 Penalty: 4619.823242
	Iteration 28Q: 3 clusters Score -1544414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1544417.250000 Penalty: 4619.823242
	Iteration 29Q: 3 clusters Score -1544417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1544417.250000 Penalty: 4619.823242
	Iteration 30F: 3 clusters Score -1544417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Entering Unmasked Estep 
Score: -1249626.125000 Penalty: 2264.990723
	Iteration 0F: 2 clusters Score -1249626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1242345.500000 Penalty: 4529.981445
	Iteration 0F: 3 clusters Score -1242346 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1244619.250000 Penalty: 4529.981445
	Iteration 1F: 3 clusters Score -1244619 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1245134.750000 Penalty: 4529.981445
	Iteration 2F: 3 clusters Score -1245135 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1245662.000000 Penalty: 4529.981445
	Iteration 3F: 3 clusters Score -1245662 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1246182.750000 Penalty: 4529.981445
	Iteration 4F: 3 clusters Score -1246183 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1246749.500000 Penalty: 4529.981445
	Iteration 5F: 3 clusters Score -1246750 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1247245.375000 Penalty: 4529.981445
	Iteration 6F: 3 clusters Score -1247245 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1247628.375000 Penalty: 4529.981445
	Iteration 7F: 3 clusters Score -1247628 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1247943.750000 Penalty: 4529.981445
	Iteration 8Q: 3 clusters Score -1247944 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1248192.000000 Penalty: 4529.981445
	Iteration 9Q: 3 clusters Score -1248192 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1248398.000000 Penalty: 4529.981445
	Iteration 10Q: 3 clusters Score -1248398 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1248505.875000 Penalty: 4529.981445
	Iteration 11Q: 3 clusters Score -1248506 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1248575.875000 Penalty: 4529.981445
	Iteration 12Q: 3 clusters Score -1248576 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1248624.000000 Penalty: 4529.981445
	Iteration 13Q: 3 clusters Score -1248624 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1248659.125000 Penalty: 4529.981445
	Iteration 14Q: 3 clusters Score -1248659 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1248696.625000 Penalty: 4529.981445
	Iteration 15Q: 3 clusters Score -1248697 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1248739.000000 Penalty: 4529.981445
	Iteration 16Q: 3 clusters Score -1248739 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1248794.250000 Penalty: 4529.981445
	Iteration 17Q: 3 clusters Score -1248794 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1248845.375000 Penalty: 4529.981445
	Iteration 18Q: 3 clusters Score -1248845 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1248941.875000 Penalty: 4529.981445
	Iteration 19Q: 3 clusters Score -1248942 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1249067.875000 Penalty: 4529.981445
	Iteration 20F: 3 clusters Score -1249068 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1249163.250000 Penalty: 4529.981445
	Iteration 21Q: 3 clusters Score -1249163 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1249221.000000 Penalty: 4529.981445
	Iteration 22Q: 3 clusters Score -1249221 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1249250.125000 Penalty: 4529.981445
	Iteration 23Q: 3 clusters Score -1249250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1249268.250000 Penalty: 4529.981445
	Iteration 24Q: 3 clusters Score -1249268 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1249287.625000 Penalty: 4529.981445
	Iteration 25Q: 3 clusters Score -1249288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1249302.375000 Penalty: 4529.981445
	Iteration 26Q: 3 clusters Score -1249302 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1249313.375000 Penalty: 4529.981445
	Iteration 27Q: 3 clusters Score -1249313 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1249321.250000 Penalty: 4529.981445
	Iteration 28Q: 3 clusters Score -1249321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1249322.375000 Penalty: 4529.981445
	Iteration 29Q: 3 clusters Score -1249322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1249326.875000 Penalty: 4529.981445
	Iteration 30Q: 3 clusters Score -1249327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1249333.750000 Penalty: 4529.981445
	Iteration 31Q: 3 clusters Score -1249334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1249338.625000 Penalty: 4529.981445
	Iteration 32Q: 3 clusters Score -1249339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1249341.125000 Penalty: 4529.981445
	Iteration 33Q: 3 clusters Score -1249341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1249345.625000 Penalty: 4529.981445
	Iteration 34Q: 3 clusters Score -1249346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1249344.750000 Penalty: 4529.981445
	Iteration 35Q: 3 clusters Score -1249345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1249344.875000 Penalty: 4529.981445
	Iteration 36Q: 3 clusters Score -1249345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1249344.375000 Penalty: 4529.981445
	Iteration 37Q: 3 clusters Score -1249344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1249347.250000 Penalty: 4529.981445
	Iteration 38Q: 3 clusters Score -1249347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1249348.750000 Penalty: 4529.981445
	Iteration 39Q: 3 clusters Score -1249349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1249349.750000 Penalty: 4529.981445
	Iteration 40F: 3 clusters Score -1249350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1249348.625000 Penalty: 4529.981445
	Iteration 41Q: 3 clusters Score -1249349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1249350.250000 Penalty: 4529.981445
	Iteration 42Q: 3 clusters Score -1249350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1249349.750000 Penalty: 4529.981445
	Iteration 43Q: 3 clusters Score -1249350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1249351.875000 Penalty: 4529.981445
	Iteration 44Q: 3 clusters Score -1249352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1249351.875000 Penalty: 4529.981445
	Iteration 45F: 3 clusters Score -1249352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Entering Unmasked Estep 
Score: -1141981.250000 Penalty: 2239.473633
	Iteration 0F: 2 clusters Score -1141981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1135331.375000 Penalty: 4478.947266
	Iteration 0F: 3 clusters Score -1135331 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1137178.625000 Penalty: 4478.947266
	Iteration 1F: 3 clusters Score -1137179 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1137462.250000 Penalty: 4478.947266
	Iteration 2F: 3 clusters Score -1137462 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1137650.625000 Penalty: 4478.947266
	Iteration 3Q: 3 clusters Score -1137651 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1137799.625000 Penalty: 4478.947266
	Iteration 4Q: 3 clusters Score -1137800 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1137917.250000 Penalty: 4478.947266
	Iteration 5Q: 3 clusters Score -1137917 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1138045.125000 Penalty: 4478.947266
	Iteration 6Q: 3 clusters Score -1138045 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1138171.625000 Penalty: 4478.947266
	Iteration 7Q: 3 clusters Score -1138172 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1138306.250000 Penalty: 4478.947266
	Iteration 8Q: 3 clusters Score -1138306 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1138459.125000 Penalty: 4478.947266
	Iteration 9Q: 3 clusters Score -1138459 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1138629.125000 Penalty: 4478.947266
	Iteration 10Q: 3 clusters Score -1138629 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1138797.250000 Penalty: 4478.947266
	Iteration 11Q: 3 clusters Score -1138797 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1138942.500000 Penalty: 4478.947266
	Iteration 12Q: 3 clusters Score -1138942 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1139081.875000 Penalty: 4478.947266
	Iteration 13Q: 3 clusters Score -1139082 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1139226.875000 Penalty: 4478.947266
	Iteration 14Q: 3 clusters Score -1139227 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1139371.500000 Penalty: 4478.947266
	Iteration 15Q: 3 clusters Score -1139372 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1139515.875000 Penalty: 4478.947266
	Iteration 16Q: 3 clusters Score -1139516 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1139635.375000 Penalty: 4478.947266
	Iteration 17Q: 3 clusters Score -1139635 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1139720.625000 Penalty: 4478.947266
	Iteration 18Q: 3 clusters Score -1139721 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1139787.000000 Penalty: 4478.947266
	Iteration 19Q: 3 clusters Score -1139787 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1139850.000000 Penalty: 4478.947266
	Iteration 20F: 3 clusters Score -1139850 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1139895.875000 Penalty: 4478.947266
	Iteration 21Q: 3 clusters Score -1139896 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1139943.875000 Penalty: 4478.947266
	Iteration 22Q: 3 clusters Score -1139944 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1139984.625000 Penalty: 4478.947266
	Iteration 23Q: 3 clusters Score -1139985 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1140010.250000 Penalty: 4478.947266
	Iteration 24Q: 3 clusters Score -1140010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1140035.375000 Penalty: 4478.947266
	Iteration 25Q: 3 clusters Score -1140035 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1140058.375000 Penalty: 4478.947266
	Iteration 26Q: 3 clusters Score -1140058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1140074.250000 Penalty: 4478.947266
	Iteration 27Q: 3 clusters Score -1140074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1140089.875000 Penalty: 4478.947266
	Iteration 28Q: 3 clusters Score -1140090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1140110.125000 Penalty: 4478.947266
	Iteration 29Q: 3 clusters Score -1140110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1140132.875000 Penalty: 4478.947266
	Iteration 30Q: 3 clusters Score -1140133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1140149.625000 Penalty: 4478.947266
	Iteration 31Q: 3 clusters Score -1140150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1140163.000000 Penalty: 4478.947266
	Iteration 32Q: 3 clusters Score -1140163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1140180.000000 Penalty: 4478.947266
	Iteration 33Q: 3 clusters Score -1140180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1140201.875000 Penalty: 4478.947266
	Iteration 34Q: 3 clusters Score -1140202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1140220.125000 Penalty: 4478.947266
	Iteration 35Q: 3 clusters Score -1140220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1140232.875000 Penalty: 4478.947266
	Iteration 36Q: 3 clusters Score -1140233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1140236.250000 Penalty: 4478.947266
	Iteration 37Q: 3 clusters Score -1140236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1140242.250000 Penalty: 4478.947266
	Iteration 38Q: 3 clusters Score -1140242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1140247.750000 Penalty: 4478.947266
	Iteration 39Q: 3 clusters Score -1140248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1140248.750000 Penalty: 4478.947266
	Iteration 40F: 3 clusters Score -1140249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1140254.375000 Penalty: 4478.947266
	Iteration 41Q: 3 clusters Score -1140254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1140258.500000 Penalty: 4478.947266
	Iteration 42Q: 3 clusters Score -1140258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1140267.375000 Penalty: 4478.947266
	Iteration 43Q: 3 clusters Score -1140267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1140274.250000 Penalty: 4478.947266
	Iteration 44Q: 3 clusters Score -1140274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1140279.625000 Penalty: 4478.947266
	Iteration 45Q: 3 clusters Score -1140280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1140286.125000 Penalty: 4478.947266
	Iteration 46Q: 3 clusters Score -1140286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1140295.625000 Penalty: 4478.947266
	Iteration 47Q: 3 clusters Score -1140296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1140304.625000 Penalty: 4478.947266
	Iteration 48Q: 3 clusters Score -1140305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1140311.375000 Penalty: 4478.947266
	Iteration 49Q: 3 clusters Score -1140311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1140320.625000 Penalty: 4478.947266
	Iteration 50Q: 3 clusters Score -1140321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1140337.500000 Penalty: 4478.947266
	Iteration 51Q: 3 clusters Score -1140338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1140345.375000 Penalty: 4478.947266
	Iteration 52Q: 3 clusters Score -1140345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1140353.625000 Penalty: 4478.947266
	Iteration 53Q: 3 clusters Score -1140354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1140359.125000 Penalty: 4478.947266
	Iteration 54Q: 3 clusters Score -1140359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1140364.000000 Penalty: 4478.947266
	Iteration 55Q: 3 clusters Score -1140364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1140372.000000 Penalty: 4478.947266
	Iteration 56Q: 3 clusters Score -1140372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1140375.000000 Penalty: 4478.947266
	Iteration 57Q: 3 clusters Score -1140375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1140377.750000 Penalty: 4478.947266
	Iteration 58Q: 3 clusters Score -1140378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1140381.625000 Penalty: 4478.947266
	Iteration 59Q: 3 clusters Score -1140382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1140383.000000 Penalty: 4478.947266
	Iteration 60F: 3 clusters Score -1140383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1140385.500000 Penalty: 4478.947266
	Iteration 61Q: 3 clusters Score -1140386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1140385.500000 Penalty: 4478.947266
	Iteration 62F: 3 clusters Score -1140386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Entering Unmasked Estep 
Score: -3370843.500000 Penalty: 2507.938232
	Iteration 0F: 2 clusters Score -3370844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -3353823.500000 Penalty: 5015.876465
	Iteration 0F: 3 clusters Score -3353824 nChanged 11000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -3360086.000000 Penalty: 5015.876465
	Iteration 1F: 3 clusters Score -3360086 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -3360845.750000 Penalty: 5015.876465
	Iteration 2F: 3 clusters Score -3360846 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -3361486.750000 Penalty: 5015.876465
	Iteration 3F: 3 clusters Score -3361487 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -3362121.000000 Penalty: 5015.876465
	Iteration 4F: 3 clusters Score -3362121 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -3362792.750000 Penalty: 5015.876465
	Iteration 5Q: 3 clusters Score -3362793 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -3363645.750000 Penalty: 5015.876465
	Iteration 6F: 3 clusters Score -3363646 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -3364714.500000 Penalty: 5015.876465
	Iteration 7F: 3 clusters Score -3364714 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -3365966.500000 Penalty: 5015.876465
	Iteration 8F: 3 clusters Score -3365966 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -3366992.000000 Penalty: 5015.876465
	Iteration 9F: 3 clusters Score -3366992 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -3367598.500000 Penalty: 5015.876465
	Iteration 10Q: 3 clusters Score -3367598 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -3367894.500000 Penalty: 5015.876465
	Iteration 11Q: 3 clusters Score -3367894 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -3368128.250000 Penalty: 5015.876465
	Iteration 12Q: 3 clusters Score -3368128 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -3368287.500000 Penalty: 5015.876465
	Iteration 13Q: 3 clusters Score -3368288 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -3368433.500000 Penalty: 5015.876465
	Iteration 14Q: 3 clusters Score -3368434 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -3368555.500000 Penalty: 5015.876465
	Iteration 15Q: 3 clusters Score -3368556 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -3368671.750000 Penalty: 5015.876465
	Iteration 16Q: 3 clusters Score -3368672 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -3368779.250000 Penalty: 5015.876465
	Iteration 17Q: 3 clusters Score -3368779 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -3368885.250000 Penalty: 5015.876465
	Iteration 18Q: 3 clusters Score -3368885 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -3368987.750000 Penalty: 5015.876465
	Iteration 19Q: 3 clusters Score -3368988 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3369111.250000 Penalty: 5015.876465
	Iteration 20F: 3 clusters Score -3369111 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -3369204.500000 Penalty: 5015.876465
	Iteration 21Q: 3 clusters Score -3369204 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -3369317.750000 Penalty: 5015.876465
	Iteration 22Q: 3 clusters Score -3369318 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -3369364.000000 Penalty: 5015.876465
	Iteration 23Q: 3 clusters Score -3369364 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -3369426.500000 Penalty: 5015.876465
	Iteration 24Q: 3 clusters Score -3369426 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -3369476.500000 Penalty: 5015.876465
	Iteration 25Q: 3 clusters Score -3369476 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -3369506.500000 Penalty: 5015.876465
	Iteration 26Q: 3 clusters Score -3369506 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -3369557.750000 Penalty: 5015.876465
	Iteration 27Q: 3 clusters Score -3369558 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -3369568.750000 Penalty: 5015.876465
	Iteration 28Q: 3 clusters Score -3369569 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -3369604.500000 Penalty: 5015.876465
	Iteration 29Q: 3 clusters Score -3369604 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -3369627.750000 Penalty: 5015.876465
	Iteration 30Q: 3 clusters Score -3369628 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -3369640.500000 Penalty: 5015.876465
	Iteration 31Q: 3 clusters Score -3369640 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -3369655.250000 Penalty: 5015.876465
	Iteration 32Q: 3 clusters Score -3369655 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -3369684.000000 Penalty: 5015.876465
	Iteration 33Q: 3 clusters Score -3369684 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -3369706.250000 Penalty: 5015.876465
	Iteration 34Q: 3 clusters Score -3369706 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -3369733.250000 Penalty: 5015.876465
	Iteration 35Q: 3 clusters Score -3369733 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -3369750.250000 Penalty: 5015.876465
	Iteration 36Q: 3 clusters Score -3369750 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -3369762.250000 Penalty: 5015.876465
	Iteration 37Q: 3 clusters Score -3369762 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -3369791.750000 Penalty: 5015.876465
	Iteration 38Q: 3 clusters Score -3369792 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -3369809.500000 Penalty: 5015.876465
	Iteration 39Q: 3 clusters Score -3369810 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -3369827.250000 Penalty: 5015.876465
	Iteration 40F: 3 clusters Score -3369827 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -3369836.500000 Penalty: 5015.876465
	Iteration 41Q: 3 clusters Score -3369836 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -3369840.250000 Penalty: 5015.876465
	Iteration 42Q: 3 clusters Score -3369840 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -3369863.250000 Penalty: 5015.876465
	Iteration 43Q: 3 clusters Score -3369863 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -3369865.750000 Penalty: 5015.876465
	Iteration 44Q: 3 clusters Score -3369866 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -3369877.750000 Penalty: 5015.876465
	Iteration 45Q: 3 clusters Score -3369878 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -3369884.000000 Penalty: 5015.876465
	Iteration 46Q: 3 clusters Score -3369884 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -3369884.250000 Penalty: 5015.876465
	Iteration 47Q: 3 clusters Score -3369884 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -3369897.250000 Penalty: 5015.876465
	Iteration 48Q: 3 clusters Score -3369897 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -3369910.250000 Penalty: 5015.876465
	Iteration 49Q: 3 clusters Score -3369910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -3369907.250000 Penalty: 5015.876465
	Iteration 50Q: 3 clusters Score -3369907 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -3369906.500000 Penalty: 5015.876465
	Iteration 51Q: 3 clusters Score -3369906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -3369912.500000 Penalty: 5015.876465
	Iteration 52Q: 3 clusters Score -3369912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -3369918.250000 Penalty: 5015.876465
	Iteration 53Q: 3 clusters Score -3369918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -3369916.250000 Penalty: 5015.876465
	Iteration 54Q: 3 clusters Score -3369916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -3369920.500000 Penalty: 5015.876465
	Iteration 55Q: 3 clusters Score -3369920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -3369928.500000 Penalty: 5015.876465
	Iteration 56Q: 3 clusters Score -3369928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -3369928.000000 Penalty: 5015.876465
	Iteration 57Q: 3 clusters Score -3369928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -3369929.500000 Penalty: 5015.876465
	Iteration 58Q: 3 clusters Score -3369930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -3369933.500000 Penalty: 5015.876465
	Iteration 59Q: 3 clusters Score -3369934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -3369940.500000 Penalty: 5015.876465
	Iteration 60F: 3 clusters Score -3369940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -3369935.500000 Penalty: 5015.876465
	Iteration 61Q: 3 clusters Score -3369936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -3369935.500000 Penalty: 5015.876465
	Iteration 62Q: 3 clusters Score -3369936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -3369938.000000 Penalty: 5015.876465
	Iteration 63Q: 3 clusters Score -3369938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -3369939.750000 Penalty: 5015.876465
	Iteration 64Q: 3 clusters Score -3369940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -3369947.000000 Penalty: 5015.876465
	Iteration 65Q: 3 clusters Score -3369947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -3369944.250000 Penalty: 5015.876465
	Iteration 66Q: 3 clusters Score -3369944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -3369945.250000 Penalty: 5015.876465
	Iteration 67Q: 3 clusters Score -3369945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -3369949.000000 Penalty: 5015.876465
	Iteration 68Q: 3 clusters Score -3369949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -3369954.750000 Penalty: 5015.876465
	Iteration 69Q: 3 clusters Score -3369955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -3369956.750000 Penalty: 5015.876465
	Iteration 70Q: 3 clusters Score -3369957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -3369957.750000 Penalty: 5015.876465
	Iteration 71Q: 3 clusters Score -3369958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -3369950.750000 Penalty: 5015.876465
	Iteration 72Q: 3 clusters Score -3369951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -3369959.750000 Penalty: 5015.876465
	Iteration 73Q: 3 clusters Score -3369960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -3369959.500000 Penalty: 5015.876465
	Iteration 74Q: 3 clusters Score -3369960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -3369956.250000 Penalty: 5015.876465
	Iteration 75Q: 3 clusters Score -3369956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -3369952.250000 Penalty: 5015.876465
	Iteration 76Q: 3 clusters Score -3369952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -3369958.250000 Penalty: 5015.876465
	Iteration 77Q: 3 clusters Score -3369958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -3369960.500000 Penalty: 5015.876465
	Iteration 78Q: 3 clusters Score -3369960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -3369959.000000 Penalty: 5015.876465
	Iteration 79Q: 3 clusters Score -3369959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -3369964.500000 Penalty: 5015.876465
	Iteration 80F: 3 clusters Score -3369964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -3369961.250000 Penalty: 5015.876465
	Iteration 81Q: 3 clusters Score -3369961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -3369960.750000 Penalty: 5015.876465
	Iteration 82Q: 3 clusters Score -3369961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -3369966.500000 Penalty: 5015.876465
	Iteration 83Q: 3 clusters Score -3369966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -3369972.000000 Penalty: 5015.876465
	Iteration 84Q: 3 clusters Score -3369972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -3369971.250000 Penalty: 5015.876465
	Iteration 85Q: 3 clusters Score -3369971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -3369973.250000 Penalty: 5015.876465
	Iteration 86Q: 3 clusters Score -3369973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -3369971.750000 Penalty: 5015.876465
	Iteration 87Q: 3 clusters Score -3369972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -3369972.000000 Penalty: 5015.876465
	Iteration 88Q: 3 clusters Score -3369972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -3369972.250000 Penalty: 5015.876465
	Iteration 89Q: 3 clusters Score -3369972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -3369971.750000 Penalty: 5015.876465
	Iteration 90Q: 3 clusters Score -3369972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -3369971.750000 Penalty: 5015.876465
	Iteration 91F: 3 clusters Score -3369972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Entering Unmasked Estep 
Score: -385609.312500 Penalty: 1979.130737
	Iteration 0F: 2 clusters Score -385609.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -382378.406250 Penalty: 3958.261475
	Iteration 0F: 3 clusters Score -382378.4 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -383038.000000 Penalty: 3958.261475
	Iteration 1F: 3 clusters Score -383038 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -383209.500000 Penalty: 3958.261475
	Iteration 2F: 3 clusters Score -383209.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -383310.031250 Penalty: 3958.261475
	Iteration 3Q: 3 clusters Score -383310 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -383393.937500 Penalty: 3958.261475
	Iteration 4Q: 3 clusters Score -383393.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -383478.062500 Penalty: 3958.261475
	Iteration 5Q: 3 clusters Score -383478.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -383554.593750 Penalty: 3958.261475
	Iteration 6Q: 3 clusters Score -383554.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -383597.843750 Penalty: 3958.261475
	Iteration 7Q: 3 clusters Score -383597.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -383645.937500 Penalty: 3958.261475
	Iteration 8Q: 3 clusters Score -383645.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -383679.312500 Penalty: 3958.261475
	Iteration 9Q: 3 clusters Score -383679.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -383708.343750 Penalty: 3958.261475
	Iteration 10Q: 3 clusters Score -383708.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -383735.000000 Penalty: 3958.261475
	Iteration 11Q: 3 clusters Score -383735 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -383761.218750 Penalty: 3958.261475
	Iteration 12Q: 3 clusters Score -383761.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -383784.937500 Penalty: 3958.261475
	Iteration 13Q: 3 clusters Score -383784.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -383808.875000 Penalty: 3958.261475
	Iteration 14Q: 3 clusters Score -383808.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -383836.250000 Penalty: 3958.261475
	Iteration 15Q: 3 clusters Score -383836.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -383869.312500 Penalty: 3958.261475
	Iteration 16Q: 3 clusters Score -383869.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -383893.156250 Penalty: 3958.261475
	Iteration 17Q: 3 clusters Score -383893.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -383919.093750 Penalty: 3958.261475
	Iteration 18Q: 3 clusters Score -383919.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -383940.625000 Penalty: 3958.261475
	Iteration 19Q: 3 clusters Score -383940.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -383960.687500 Penalty: 3958.261475
	Iteration 20F: 3 clusters Score -383960.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -383987.593750 Penalty: 3958.261475
	Iteration 21Q: 3 clusters Score -383987.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -384013.500000 Penalty: 3958.261475
	Iteration 22Q: 3 clusters Score -384013.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -384034.531250 Penalty: 3958.261475
	Iteration 23Q: 3 clusters Score -384034.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -384047.531250 Penalty: 3958.261475
	Iteration 24Q: 3 clusters Score -384047.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -384057.593750 Penalty: 3958.261475
	Iteration 25Q: 3 clusters Score -384057.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -384062.875000 Penalty: 3958.261475
	Iteration 26Q: 3 clusters Score -384062.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -384064.906250 Penalty: 3958.261475
	Iteration 27Q: 3 clusters Score -384064.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -384066.437500 Penalty: 3958.261475
	Iteration 28Q: 3 clusters Score -384066.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -384067.968750 Penalty: 3958.261475
	Iteration 29Q: 3 clusters Score -384068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -384067.968750 Penalty: 3958.261475
	Iteration 30F: 3 clusters Score -384068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (143437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143437 members 
Entering Unmasked Estep 
Score: -19855130.000000 Penalty: 2944.665527
	Iteration 0F: 2 clusters Score -1.985513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71728 members 
Mstep: Class 2 contains 71709 members 
Entering Unmasked Estep 
Score: -19761420.000000 Penalty: 5889.331055
	Iteration 0F: 3 clusters Score -1.976142e+07 nChanged 68334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71938 members 
Mstep: Class 2 contains 71499 members 
Entering Unmasked Estep 
Score: -19801056.000000 Penalty: 5889.331055
	Iteration 1F: 3 clusters Score -1.980106e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72037 members 
Mstep: Class 2 contains 71400 members 
Entering Unmasked Estep 
Score: -19801930.000000 Penalty: 5889.331055
	Iteration 2Q: 3 clusters Score -1.980193e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72249 members 
Mstep: Class 2 contains 71188 members 
Entering Unmasked Estep 
Score: -19802984.000000 Penalty: 5889.331055
	Iteration 3Q: 3 clusters Score -1.980298e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72524 members 
Mstep: Class 2 contains 70913 members 
Entering Unmasked Estep 
Score: -19804468.000000 Penalty: 5889.331055
	Iteration 4Q: 3 clusters Score -1.980447e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72911 members 
Mstep: Class 2 contains 70526 members 
Entering Unmasked Estep 
Score: -19806214.000000 Penalty: 5889.331055
	Iteration 5Q: 3 clusters Score -1.980621e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73485 members 
Mstep: Class 2 contains 69952 members 
Entering Unmasked Estep 
Score: -19808824.000000 Penalty: 5889.331055
	Iteration 6Q: 3 clusters Score -1.980882e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74309 members 
Mstep: Class 2 contains 69128 members 
Entering Unmasked Estep 
Score: -19812854.000000 Penalty: 5889.331055
	Iteration 7Q: 3 clusters Score -1.981285e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75331 members 
Mstep: Class 2 contains 68106 members 
Entering Unmasked Estep 
Score: -19818528.000000 Penalty: 5889.331055
	Iteration 8F: 3 clusters Score -1.981853e+07 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76471 members 
Mstep: Class 2 contains 66966 members 
Entering Unmasked Estep 
Score: -19824336.000000 Penalty: 5889.331055
	Iteration 9F: 3 clusters Score -1.982434e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77242 members 
Mstep: Class 2 contains 66195 members 
Entering Unmasked Estep 
Score: -19828056.000000 Penalty: 5889.331055
	Iteration 10F: 3 clusters Score -1.982806e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77812 members 
Mstep: Class 2 contains 65625 members 
Entering Unmasked Estep 
Score: -19829372.000000 Penalty: 5889.331055
	Iteration 11Q: 3 clusters Score -1.982937e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78369 members 
Mstep: Class 2 contains 65068 members 
Entering Unmasked Estep 
Score: -19829684.000000 Penalty: 5889.331055
	Iteration 12Q: 3 clusters Score -1.982968e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78995 members 
Mstep: Class 2 contains 64442 members 
Entering Unmasked Estep 
Score: -19829922.000000 Penalty: 5889.331055
	Iteration 13Q: 3 clusters Score -1.982992e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79687 members 
Mstep: Class 2 contains 63750 members 
Entering Unmasked Estep 
Score: -19830082.000000 Penalty: 5889.331055
	Iteration 14Q: 3 clusters Score -1.983008e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80453 members 
Mstep: Class 2 contains 62984 members 
Entering Unmasked Estep 
Score: -19830222.000000 Penalty: 5889.331055
	Iteration 15Q: 3 clusters Score -1.983022e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81274 members 
Mstep: Class 2 contains 62163 members 
Entering Unmasked Estep 
Score: -19830362.000000 Penalty: 5889.331055
	Iteration 16Q: 3 clusters Score -1.983036e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82120 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -19830498.000000 Penalty: 5889.331055
	Iteration 17Q: 3 clusters Score -1.98305e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83025 members 
Mstep: Class 2 contains 60412 members 
Entering Unmasked Estep 
Score: -19830564.000000 Penalty: 5889.331055
	Iteration 18Q: 3 clusters Score -1.983056e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83982 members 
Mstep: Class 2 contains 59455 members 
Entering Unmasked Estep 
Score: -19830834.000000 Penalty: 5889.331055
	Iteration 19Q: 3 clusters Score -1.983083e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85012 members 
Mstep: Class 2 contains 58425 members 
Entering Unmasked Estep 
Score: -19831054.000000 Penalty: 5889.331055
	Iteration 20F: 3 clusters Score -1.983105e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86138 members 
Mstep: Class 2 contains 57299 members 
Entering Unmasked Estep 
Score: -19831144.000000 Penalty: 5889.331055
	Iteration 21Q: 3 clusters Score -1.983114e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87288 members 
Mstep: Class 2 contains 56149 members 
Entering Unmasked Estep 
Score: -19831358.000000 Penalty: 5889.331055
	Iteration 22Q: 3 clusters Score -1.983136e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88510 members 
Mstep: Class 2 contains 54927 members 
Entering Unmasked Estep 
Score: -19831452.000000 Penalty: 5889.331055
	Iteration 23Q: 3 clusters Score -1.983145e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89886 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -19831718.000000 Penalty: 5889.331055
	Iteration 24Q: 3 clusters Score -1.983172e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91371 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -19832060.000000 Penalty: 5889.331055
	Iteration 25Q: 3 clusters Score -1.983206e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92966 members 
Mstep: Class 2 contains 50471 members 
Entering Unmasked Estep 
Score: -19832342.000000 Penalty: 5889.331055
	Iteration 26Q: 3 clusters Score -1.983234e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94769 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -19832780.000000 Penalty: 5889.331055
	Iteration 27Q: 3 clusters Score -1.983278e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96681 members 
Mstep: Class 2 contains 46756 members 
Entering Unmasked Estep 
Score: -19833234.000000 Penalty: 5889.331055
	Iteration 28Q: 3 clusters Score -1.983323e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98715 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -19833680.000000 Penalty: 5889.331055
	Iteration 29Q: 3 clusters Score -1.983368e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100885 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -19834330.000000 Penalty: 5889.331055
	Iteration 30Q: 3 clusters Score -1.983433e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103206 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -19835058.000000 Penalty: 5889.331055
	Iteration 31Q: 3 clusters Score -1.983506e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105725 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -19835918.000000 Penalty: 5889.331055
	Iteration 32Q: 3 clusters Score -1.983592e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108432 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -19836780.000000 Penalty: 5889.331055
	Iteration 33Q: 3 clusters Score -1.983678e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111240 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -19837888.000000 Penalty: 5889.331055
	Iteration 34Q: 3 clusters Score -1.983789e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114094 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -19838928.000000 Penalty: 5889.331055
	Iteration 35Q: 3 clusters Score -1.983893e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116977 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -19839914.000000 Penalty: 5889.331055
	Iteration 36Q: 3 clusters Score -1.983991e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119827 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -19840922.000000 Penalty: 5889.331055
	Iteration 37Q: 3 clusters Score -1.984092e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122710 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -19842046.000000 Penalty: 5889.331055
	Iteration 38Q: 3 clusters Score -1.984205e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125383 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -19843194.000000 Penalty: 5889.331055
	Iteration 39Q: 3 clusters Score -1.984319e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127825 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -19844376.000000 Penalty: 5889.331055
	Iteration 40F: 3 clusters Score -1.984438e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130222 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -19845492.000000 Penalty: 5889.331055
	Iteration 41Q: 3 clusters Score -1.984549e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132325 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -19846526.000000 Penalty: 5889.331055
	Iteration 42Q: 3 clusters Score -1.984653e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134191 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -19847522.000000 Penalty: 5889.331055
	Iteration 43Q: 3 clusters Score -1.984752e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135844 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -19848374.000000 Penalty: 5889.331055
	Iteration 44Q: 3 clusters Score -1.984837e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137243 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -19849190.000000 Penalty: 5889.331055
	Iteration 45Q: 3 clusters Score -1.984919e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138430 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -19849876.000000 Penalty: 5889.331055
	Iteration 46Q: 3 clusters Score -1.984988e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139407 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -19850422.000000 Penalty: 5889.331055
	Iteration 47Q: 3 clusters Score -1.985042e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140208 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -19850942.000000 Penalty: 5889.331055
	Iteration 48Q: 3 clusters Score -1.985094e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140822 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -19851342.000000 Penalty: 5889.331055
	Iteration 49Q: 3 clusters Score -1.985134e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141268 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -19851614.000000 Penalty: 5889.331055
	Iteration 50Q: 3 clusters Score -1.985161e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141567 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -19851824.000000 Penalty: 5889.331055
	Iteration 51Q: 3 clusters Score -1.985182e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141790 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -19851956.000000 Penalty: 5889.331055
	Iteration 52Q: 3 clusters Score -1.985196e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141971 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -19852044.000000 Penalty: 5889.331055
	Iteration 53Q: 3 clusters Score -1.985204e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142101 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -19852138.000000 Penalty: 5889.331055
	Iteration 54Q: 3 clusters Score -1.985214e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142212 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -19852202.000000 Penalty: 5889.331055
	Iteration 55Q: 3 clusters Score -1.98522e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142287 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -19852278.000000 Penalty: 5889.331055
	Iteration 56Q: 3 clusters Score -1.985228e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142349 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -19852314.000000 Penalty: 5889.331055
	Iteration 57Q: 3 clusters Score -1.985231e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142395 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -19852336.000000 Penalty: 5889.331055
	Iteration 58Q: 3 clusters Score -1.985234e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142435 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -19852344.000000 Penalty: 5889.331055
	Iteration 59Q: 3 clusters Score -1.985234e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142464 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -19852358.000000 Penalty: 5889.331055
	Iteration 60F: 3 clusters Score -1.985236e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142492 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -19852370.000000 Penalty: 5889.331055
	Iteration 61Q: 3 clusters Score -1.985237e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142516 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -19852396.000000 Penalty: 5889.331055
	Iteration 62Q: 3 clusters Score -1.98524e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142534 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -19852436.000000 Penalty: 5889.331055
	Iteration 63Q: 3 clusters Score -1.985244e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142553 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -19852444.000000 Penalty: 5889.331055
	Iteration 64Q: 3 clusters Score -1.985244e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142568 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -19852436.000000 Penalty: 5889.331055
	Iteration 65Q: 3 clusters Score -1.985244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142577 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -19852464.000000 Penalty: 5889.331055
	Iteration 66Q: 3 clusters Score -1.985246e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142590 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -19852460.000000 Penalty: 5889.331055
	Iteration 67Q: 3 clusters Score -1.985246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142603 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -19852470.000000 Penalty: 5889.331055
	Iteration 68Q: 3 clusters Score -1.985247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142610 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -19852480.000000 Penalty: 5889.331055
	Iteration 69Q: 3 clusters Score -1.985248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142615 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -19852482.000000 Penalty: 5889.331055
	Iteration 70Q: 3 clusters Score -1.985248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142623 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -19852474.000000 Penalty: 5889.331055
	Iteration 71Q: 3 clusters Score -1.985247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142629 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -19852480.000000 Penalty: 5889.331055
	Iteration 72Q: 3 clusters Score -1.985248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142635 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -19852486.000000 Penalty: 5889.331055
	Iteration 73Q: 3 clusters Score -1.985249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142642 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -19852484.000000 Penalty: 5889.331055
	Iteration 74Q: 3 clusters Score -1.985248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142646 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -19852500.000000 Penalty: 5889.331055
	Iteration 75Q: 3 clusters Score -1.98525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142657 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -19852498.000000 Penalty: 5889.331055
	Iteration 76Q: 3 clusters Score -1.98525e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142671 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -19852514.000000 Penalty: 5889.331055
	Iteration 77Q: 3 clusters Score -1.985251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142679 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -19852534.000000 Penalty: 5889.331055
	Iteration 78Q: 3 clusters Score -1.985253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142690 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -19852552.000000 Penalty: 5889.331055
	Iteration 79Q: 3 clusters Score -1.985255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142695 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -19852542.000000 Penalty: 5889.331055
	Iteration 80F: 3 clusters Score -1.985254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142698 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -19852546.000000 Penalty: 5889.331055
	Iteration 81Q: 3 clusters Score -1.985255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142701 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -19852562.000000 Penalty: 5889.331055
	Iteration 82Q: 3 clusters Score -1.985256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142703 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -19852564.000000 Penalty: 5889.331055
	Iteration 83Q: 3 clusters Score -1.985256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142705 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -19852570.000000 Penalty: 5889.331055
	Iteration 84Q: 3 clusters Score -1.985257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142708 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -19852570.000000 Penalty: 5889.331055
	Iteration 85Q: 3 clusters Score -1.985257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142707 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -19852564.000000 Penalty: 5889.331055
	Iteration 86Q: 3 clusters Score -1.985256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142707 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -19852564.000000 Penalty: 5889.331055
	Iteration 87F: 3 clusters Score -1.985256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (155482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155482 members 
Entering Unmasked Estep 
Score: -21640368.000000 Penalty: 2964.662842
	Iteration 0F: 2 clusters Score -2.164037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78173 members 
Mstep: Class 2 contains 77309 members 
Entering Unmasked Estep 
Score: -21542986.000000 Penalty: 5929.325684
	Iteration 0F: 3 clusters Score -2.154299e+07 nChanged 74293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84934 members 
Mstep: Class 2 contains 70548 members 
Entering Unmasked Estep 
Score: -21586404.000000 Penalty: 5929.325684
	Iteration 1F: 3 clusters Score -2.15864e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89355 members 
Mstep: Class 2 contains 66127 members 
Entering Unmasked Estep 
Score: -21588188.000000 Penalty: 5929.325684
	Iteration 2Q: 3 clusters Score -2.158819e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96124 members 
Mstep: Class 2 contains 59358 members 
Entering Unmasked Estep 
Score: -21591582.000000 Penalty: 5929.325684
	Iteration 3Q: 3 clusters Score -2.159158e+07 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106078 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -21597850.000000 Penalty: 5929.325684
	Iteration 4F: 3 clusters Score -2.159785e+07 nChanged 13344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119276 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -21608484.000000 Penalty: 5929.325684
	Iteration 5F: 3 clusters Score -2.160848e+07 nChanged 14970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134184 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -21621224.000000 Penalty: 5929.325684
	Iteration 6F: 3 clusters Score -2.162122e+07 nChanged 11840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145972 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -21630570.000000 Penalty: 5929.325684
	Iteration 7F: 3 clusters Score -2.163057e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151860 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -21635494.000000 Penalty: 5929.325684
	Iteration 8Q: 3 clusters Score -2.163549e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153909 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -21637142.000000 Penalty: 5929.325684
	Iteration 9Q: 3 clusters Score -2.163714e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154501 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -21637712.000000 Penalty: 5929.325684
	Iteration 10Q: 3 clusters Score -2.163771e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154687 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -21637976.000000 Penalty: 5929.325684
	Iteration 11Q: 3 clusters Score -2.163798e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154766 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -21638068.000000 Penalty: 5929.325684
	Iteration 12Q: 3 clusters Score -2.163807e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154793 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -21638138.000000 Penalty: 5929.325684
	Iteration 13Q: 3 clusters Score -2.163814e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154809 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -21638214.000000 Penalty: 5929.325684
	Iteration 14Q: 3 clusters Score -2.163821e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154812 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -21638236.000000 Penalty: 5929.325684
	Iteration 15Q: 3 clusters Score -2.163824e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154819 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -21638264.000000 Penalty: 5929.325684
	Iteration 16Q: 3 clusters Score -2.163826e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154815 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -21638268.000000 Penalty: 5929.325684
	Iteration 17Q: 3 clusters Score -2.163827e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154805 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -21638282.000000 Penalty: 5929.325684
	Iteration 18Q: 3 clusters Score -2.163828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154811 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -21638320.000000 Penalty: 5929.325684
	Iteration 19Q: 3 clusters Score -2.163832e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154811 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -21638348.000000 Penalty: 5929.325684
	Iteration 20F: 3 clusters Score -2.163835e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154814 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -21638346.000000 Penalty: 5929.325684
	Iteration 21Q: 3 clusters Score -2.163835e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154816 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -21638344.000000 Penalty: 5929.325684
	Iteration 22Q: 3 clusters Score -2.163834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154819 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -21638356.000000 Penalty: 5929.325684
	Iteration 23Q: 3 clusters Score -2.163836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154822 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -21638358.000000 Penalty: 5929.325684
	Iteration 24Q: 3 clusters Score -2.163836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154823 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -21638356.000000 Penalty: 5929.325684
	Iteration 25Q: 3 clusters Score -2.163836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154824 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -21638354.000000 Penalty: 5929.325684
	Iteration 26Q: 3 clusters Score -2.163835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154823 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -21638358.000000 Penalty: 5929.325684
	Iteration 27Q: 3 clusters Score -2.163836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154823 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -21638368.000000 Penalty: 5929.325684
	Iteration 28Q: 3 clusters Score -2.163837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154822 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -21638368.000000 Penalty: 5929.325684
	Iteration 29Q: 3 clusters Score -2.163837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154822 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -21638366.000000 Penalty: 5929.325684
	Iteration 30Q: 3 clusters Score -2.163837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154824 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -21638368.000000 Penalty: 5929.325684
	Iteration 31Q: 3 clusters Score -2.163837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154826 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -21638388.000000 Penalty: 5929.325684
	Iteration 32Q: 3 clusters Score -2.163839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154833 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -21638398.000000 Penalty: 5929.325684
	Iteration 33Q: 3 clusters Score -2.16384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154835 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -21638390.000000 Penalty: 5929.325684
	Iteration 34Q: 3 clusters Score -2.163839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154837 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -21638396.000000 Penalty: 5929.325684
	Iteration 35Q: 3 clusters Score -2.16384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154838 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -21638398.000000 Penalty: 5929.325684
	Iteration 36Q: 3 clusters Score -2.16384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154839 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -21638384.000000 Penalty: 5929.325684
	Iteration 37Q: 3 clusters Score -2.163838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154838 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -21638394.000000 Penalty: 5929.325684
	Iteration 38Q: 3 clusters Score -2.163839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154836 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -21638384.000000 Penalty: 5929.325684
	Iteration 39Q: 3 clusters Score -2.163838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154837 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -21638392.000000 Penalty: 5929.325684
	Iteration 40F: 3 clusters Score -2.163839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154838 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -21638390.000000 Penalty: 5929.325684
	Iteration 41Q: 3 clusters Score -2.163839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154839 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -21638390.000000 Penalty: 5929.325684
	Iteration 42Q: 3 clusters Score -2.163839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154842 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -21638386.000000 Penalty: 5929.325684
	Iteration 43Q: 3 clusters Score -2.163839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154844 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -21638370.000000 Penalty: 5929.325684
	Iteration 44Q: 3 clusters Score -2.163837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154845 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -21638392.000000 Penalty: 5929.325684
	Iteration 45Q: 3 clusters Score -2.163839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154844 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -21638400.000000 Penalty: 5929.325684
	Iteration 46Q: 3 clusters Score -2.16384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154846 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -21638404.000000 Penalty: 5929.325684
	Iteration 47Q: 3 clusters Score -2.16384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154846 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -21638402.000000 Penalty: 5929.325684
	Iteration 48Q: 3 clusters Score -2.16384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154847 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -21638400.000000 Penalty: 5929.325684
	Iteration 49Q: 3 clusters Score -2.16384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154847 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -21638400.000000 Penalty: 5929.325684
	Iteration 50F: 3 clusters Score -2.16384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Entering Unmasked Estep 
Score: -4526842.500000 Penalty: 2574.916992
	Iteration 0F: 2 clusters Score -4526842 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 16125 members 
Entering Unmasked Estep 
Score: -4504796.500000 Penalty: 5149.833984
	Iteration 0F: 3 clusters Score -4504796 nChanged 14614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -4512818.000000 Penalty: 5149.833984
	Iteration 1F: 3 clusters Score -4512818 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -4513241.500000 Penalty: 5149.833984
	Iteration 2Q: 3 clusters Score -4513242 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -4513623.500000 Penalty: 5149.833984
	Iteration 3Q: 3 clusters Score -4513624 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -4514004.000000 Penalty: 5149.833984
	Iteration 4Q: 3 clusters Score -4514004 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -4514377.500000 Penalty: 5149.833984
	Iteration 5Q: 3 clusters Score -4514378 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -4514839.500000 Penalty: 5149.833984
	Iteration 6Q: 3 clusters Score -4514840 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -4515364.500000 Penalty: 5149.833984
	Iteration 7Q: 3 clusters Score -4515364 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -4516048.500000 Penalty: 5149.833984
	Iteration 8Q: 3 clusters Score -4516048 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -4516943.500000 Penalty: 5149.833984
	Iteration 9Q: 3 clusters Score -4516944 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -4518117.500000 Penalty: 5149.833984
	Iteration 10F: 3 clusters Score -4518118 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -4519375.500000 Penalty: 5149.833984
	Iteration 11F: 3 clusters Score -4519376 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -4520400.000000 Penalty: 5149.833984
	Iteration 12F: 3 clusters Score -4520400 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -4520947.000000 Penalty: 5149.833984
	Iteration 13Q: 3 clusters Score -4520947 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -4521224.000000 Penalty: 5149.833984
	Iteration 14Q: 3 clusters Score -4521224 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -4521362.000000 Penalty: 5149.833984
	Iteration 15Q: 3 clusters Score -4521362 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -4521465.500000 Penalty: 5149.833984
	Iteration 16Q: 3 clusters Score -4521466 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -4521541.500000 Penalty: 5149.833984
	Iteration 17Q: 3 clusters Score -4521542 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -4521614.000000 Penalty: 5149.833984
	Iteration 18Q: 3 clusters Score -4521614 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -4521704.000000 Penalty: 5149.833984
	Iteration 19Q: 3 clusters Score -4521704 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -4521741.000000 Penalty: 5149.833984
	Iteration 20F: 3 clusters Score -4521741 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -4521805.500000 Penalty: 5149.833984
	Iteration 21Q: 3 clusters Score -4521806 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -4521869.500000 Penalty: 5149.833984
	Iteration 22Q: 3 clusters Score -4521870 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -4521900.000000 Penalty: 5149.833984
	Iteration 23Q: 3 clusters Score -4521900 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -4521927.500000 Penalty: 5149.833984
	Iteration 24Q: 3 clusters Score -4521928 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -4521952.500000 Penalty: 5149.833984
	Iteration 25Q: 3 clusters Score -4521952 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -4521950.000000 Penalty: 5149.833984
	Iteration 26Q: 3 clusters Score -4521950 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -4521988.000000 Penalty: 5149.833984
	Iteration 27Q: 3 clusters Score -4521988 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -4522018.500000 Penalty: 5149.833984
	Iteration 28Q: 3 clusters Score -4522018 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -4522036.000000 Penalty: 5149.833984
	Iteration 29Q: 3 clusters Score -4522036 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -4522042.500000 Penalty: 5149.833984
	Iteration 30Q: 3 clusters Score -4522042 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -4522055.000000 Penalty: 5149.833984
	Iteration 31Q: 3 clusters Score -4522055 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -4522078.500000 Penalty: 5149.833984
	Iteration 32Q: 3 clusters Score -4522078 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -4522079.000000 Penalty: 5149.833984
	Iteration 33Q: 3 clusters Score -4522079 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -4522086.000000 Penalty: 5149.833984
	Iteration 34Q: 3 clusters Score -4522086 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -4522114.000000 Penalty: 5149.833984
	Iteration 35Q: 3 clusters Score -4522114 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -4522105.000000 Penalty: 5149.833984
	Iteration 36Q: 3 clusters Score -4522105 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -4522111.500000 Penalty: 5149.833984
	Iteration 37Q: 3 clusters Score -4522112 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -4522122.500000 Penalty: 5149.833984
	Iteration 38Q: 3 clusters Score -4522122 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -4522115.500000 Penalty: 5149.833984
	Iteration 39Q: 3 clusters Score -4522116 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -4522132.000000 Penalty: 5149.833984
	Iteration 40F: 3 clusters Score -4522132 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -4522131.500000 Penalty: 5149.833984
	Iteration 41Q: 3 clusters Score -4522132 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -4522137.000000 Penalty: 5149.833984
	Iteration 42Q: 3 clusters Score -4522137 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -4522133.500000 Penalty: 5149.833984
	Iteration 43Q: 3 clusters Score -4522134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -4522136.500000 Penalty: 5149.833984
	Iteration 44Q: 3 clusters Score -4522136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -4522136.500000 Penalty: 5149.833984
	Iteration 45Q: 3 clusters Score -4522136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -4522140.500000 Penalty: 5149.833984
	Iteration 46Q: 3 clusters Score -4522140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -4522132.500000 Penalty: 5149.833984
	Iteration 47Q: 3 clusters Score -4522132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -4522130.500000 Penalty: 5149.833984
	Iteration 48Q: 3 clusters Score -4522130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -4522135.000000 Penalty: 5149.833984
	Iteration 49Q: 3 clusters Score -4522135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -4522137.000000 Penalty: 5149.833984
	Iteration 50Q: 3 clusters Score -4522137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -4522141.000000 Penalty: 5149.833984
	Iteration 51Q: 3 clusters Score -4522141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -4522145.000000 Penalty: 5149.833984
	Iteration 52Q: 3 clusters Score -4522145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -4522137.500000 Penalty: 5149.833984
	Iteration 53Q: 3 clusters Score -4522138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -4522137.000000 Penalty: 5149.833984
	Iteration 54Q: 3 clusters Score -4522137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -4522147.500000 Penalty: 5149.833984
	Iteration 55Q: 3 clusters Score -4522148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -4522148.000000 Penalty: 5149.833984
	Iteration 56Q: 3 clusters Score -4522148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -4522144.500000 Penalty: 5149.833984
	Iteration 57Q: 3 clusters Score -4522144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -4522145.500000 Penalty: 5149.833984
	Iteration 58Q: 3 clusters Score -4522146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -4522139.000000 Penalty: 5149.833984
	Iteration 59Q: 3 clusters Score -4522139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -4522141.500000 Penalty: 5149.833984
	Iteration 60F: 3 clusters Score -4522142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -4522145.000000 Penalty: 5149.833984
	Iteration 61Q: 3 clusters Score -4522145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -4522148.000000 Penalty: 5149.833984
	Iteration 62Q: 3 clusters Score -4522148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -4522145.000000 Penalty: 5149.833984
	Iteration 63Q: 3 clusters Score -4522145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -4522143.500000 Penalty: 5149.833984
	Iteration 64Q: 3 clusters Score -4522144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -4522149.500000 Penalty: 5149.833984
	Iteration 65Q: 3 clusters Score -4522150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -4522154.000000 Penalty: 5149.833984
	Iteration 66Q: 3 clusters Score -4522154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -4522149.500000 Penalty: 5149.833984
	Iteration 67Q: 3 clusters Score -4522150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -4522154.500000 Penalty: 5149.833984
	Iteration 68Q: 3 clusters Score -4522154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -4522149.500000 Penalty: 5149.833984
	Iteration 69Q: 3 clusters Score -4522150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -4522146.000000 Penalty: 5149.833984
	Iteration 70Q: 3 clusters Score -4522146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -4522145.500000 Penalty: 5149.833984
	Iteration 71Q: 3 clusters Score -4522146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -4522148.000000 Penalty: 5149.833984
	Iteration 72Q: 3 clusters Score -4522148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -4522145.500000 Penalty: 5149.833984
	Iteration 73Q: 3 clusters Score -4522146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -4522145.000000 Penalty: 5149.833984
	Iteration 74Q: 3 clusters Score -4522145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -4522145.000000 Penalty: 5149.833984
	Iteration 75Q: 3 clusters Score -4522145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -4522146.000000 Penalty: 5149.833984
	Iteration 76Q: 3 clusters Score -4522146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -4522141.500000 Penalty: 5149.833984
	Iteration 77Q: 3 clusters Score -4522142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -4522145.000000 Penalty: 5149.833984
	Iteration 78Q: 3 clusters Score -4522145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -4522147.500000 Penalty: 5149.833984
	Iteration 79Q: 3 clusters Score -4522148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -4522142.500000 Penalty: 5149.833984
	Iteration 80F: 3 clusters Score -4522142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -140085.343750 Penalty: 1731.519775
	Iteration 0F: 2 clusters Score -140085.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -138102.265625 Penalty: 3463.039551
	Iteration 0F: 3 clusters Score -138102.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -138441.671875 Penalty: 3463.039551
	Iteration 1F: 3 clusters Score -138441.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -138617.921875 Penalty: 3463.039551
	Iteration 2F: 3 clusters Score -138617.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -138774.968750 Penalty: 3463.039551
	Iteration 3F: 3 clusters Score -138775 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -138920.000000 Penalty: 3463.039551
	Iteration 4Q: 3 clusters Score -138920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -139012.859375 Penalty: 3463.039551
	Iteration 5Q: 3 clusters Score -139012.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -139065.609375 Penalty: 3463.039551
	Iteration 6Q: 3 clusters Score -139065.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -139104.250000 Penalty: 3463.039551
	Iteration 7Q: 3 clusters Score -139104.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -139136.328125 Penalty: 3463.039551
	Iteration 8Q: 3 clusters Score -139136.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -139175.843750 Penalty: 3463.039551
	Iteration 9Q: 3 clusters Score -139175.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -139219.218750 Penalty: 3463.039551
	Iteration 10Q: 3 clusters Score -139219.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -139242.890625 Penalty: 3463.039551
	Iteration 11Q: 3 clusters Score -139242.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -139271.703125 Penalty: 3463.039551
	Iteration 12Q: 3 clusters Score -139271.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -139302.937500 Penalty: 3463.039551
	Iteration 13Q: 3 clusters Score -139302.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -139331.453125 Penalty: 3463.039551
	Iteration 14Q: 3 clusters Score -139331.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -139359.281250 Penalty: 3463.039551
	Iteration 15Q: 3 clusters Score -139359.3 nChanged 16
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: -139385.015625 Penalty: 3463.039551
	Iteration 16Q: 3 clusters Score -139385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -139396.859375 Penalty: 3463.039551
	Iteration 17Q: 3 clusters Score -139396.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -139408.656250 Penalty: 3463.039551
	Iteration 18Q: 3 clusters Score -139408.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -139417.734375 Penalty: 3463.039551
	Iteration 19Q: 3 clusters Score -139417.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -139425.640625 Penalty: 3463.039551
	Iteration 20F: 3 clusters Score -139425.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -139433.593750 Penalty: 3463.039551
	Iteration 21Q: 3 clusters Score -139433.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -139439.765625 Penalty: 3463.039551
	Iteration 22Q: 3 clusters Score -139439.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -139445.375000 Penalty: 3463.039551
	Iteration 23Q: 3 clusters Score -139445.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -139446.375000 Penalty: 3463.039551
	Iteration 24Q: 3 clusters Score -139446.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -139447.062500 Penalty: 3463.039551
	Iteration 25Q: 3 clusters Score -139447.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -139447.062500 Penalty: 3463.039551
	Iteration 26F: 3 clusters Score -139447.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Entering Unmasked Estep 
Score: -5403372.000000 Penalty: 2618.280273
	Iteration 0F: 2 clusters Score -5403372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -5377428.500000 Penalty: 5236.560547
	Iteration 0F: 3 clusters Score -5377428 nChanged 17456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -5387390.000000 Penalty: 5236.560547
	Iteration 1F: 3 clusters Score -5387390 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -5388138.000000 Penalty: 5236.560547
	Iteration 2Q: 3 clusters Score -5388138 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -5388950.000000 Penalty: 5236.560547
	Iteration 3Q: 3 clusters Score -5388950 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -5389905.000000 Penalty: 5236.560547
	Iteration 4F: 3 clusters Score -5389905 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -5391012.000000 Penalty: 5236.560547
	Iteration 5F: 3 clusters Score -5391012 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -5392541.000000 Penalty: 5236.560547
	Iteration 6F: 3 clusters Score -5392541 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -5394411.000000 Penalty: 5236.560547
	Iteration 7F: 3 clusters Score -5394411 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -5396267.000000 Penalty: 5236.560547
	Iteration 8F: 3 clusters Score -5396267 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -5397728.500000 Penalty: 5236.560547
	Iteration 9F: 3 clusters Score -5397728 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -5398755.500000 Penalty: 5236.560547
	Iteration 10Q: 3 clusters Score -5398756 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -5399306.500000 Penalty: 5236.560547
	Iteration 11Q: 3 clusters Score -5399306 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -5399659.000000 Penalty: 5236.560547
	Iteration 12Q: 3 clusters Score -5399659 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -5399950.000000 Penalty: 5236.560547
	Iteration 13Q: 3 clusters Score -5399950 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -5400170.000000 Penalty: 5236.560547
	Iteration 14Q: 3 clusters Score -5400170 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -5400361.000000 Penalty: 5236.560547
	Iteration 15Q: 3 clusters Score -5400361 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -5400523.500000 Penalty: 5236.560547
	Iteration 16Q: 3 clusters Score -5400524 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -5400682.000000 Penalty: 5236.560547
	Iteration 17Q: 3 clusters Score -5400682 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -5400860.500000 Penalty: 5236.560547
	Iteration 18Q: 3 clusters Score -5400860 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -5401006.500000 Penalty: 5236.560547
	Iteration 19Q: 3 clusters Score -5401006 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -5401169.000000 Penalty: 5236.560547
	Iteration 20F: 3 clusters Score -5401169 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -5401287.500000 Penalty: 5236.560547
	Iteration 21Q: 3 clusters Score -5401288 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -5401400.000000 Penalty: 5236.560547
	Iteration 22Q: 3 clusters Score -5401400 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -5401507.000000 Penalty: 5236.560547
	Iteration 23Q: 3 clusters Score -5401507 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -5401609.000000 Penalty: 5236.560547
	Iteration 24Q: 3 clusters Score -5401609 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -5401655.000000 Penalty: 5236.560547
	Iteration 25Q: 3 clusters Score -5401655 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -5401706.500000 Penalty: 5236.560547
	Iteration 26Q: 3 clusters Score -5401706 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -5401757.000000 Penalty: 5236.560547
	Iteration 27Q: 3 clusters Score -5401757 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -5401793.500000 Penalty: 5236.560547
	Iteration 28Q: 3 clusters Score -5401794 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -5401848.000000 Penalty: 5236.560547
	Iteration 29Q: 3 clusters Score -5401848 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -5401875.000000 Penalty: 5236.560547
	Iteration 30Q: 3 clusters Score -5401875 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -5401915.500000 Penalty: 5236.560547
	Iteration 31Q: 3 clusters Score -5401916 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -5401915.500000 Penalty: 5236.560547
	Iteration 32Q: 3 clusters Score -5401916 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5401936.500000 Penalty: 5236.560547
	Iteration 33Q: 3 clusters Score -5401936 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5401973.000000 Penalty: 5236.560547
	Iteration 34Q: 3 clusters Score -5401973 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5402008.000000 Penalty: 5236.560547
	Iteration 35Q: 3 clusters Score -5402008 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5402033.000000 Penalty: 5236.560547
	Iteration 36Q: 3 clusters Score -5402033 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5402052.000000 Penalty: 5236.560547
	Iteration 37Q: 3 clusters Score -5402052 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5402064.000000 Penalty: 5236.560547
	Iteration 38Q: 3 clusters Score -5402064 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5402085.500000 Penalty: 5236.560547
	Iteration 39Q: 3 clusters Score -5402086 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5402107.000000 Penalty: 5236.560547
	Iteration 40F: 3 clusters Score -5402107 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5402138.000000 Penalty: 5236.560547
	Iteration 41Q: 3 clusters Score -5402138 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5402166.000000 Penalty: 5236.560547
	Iteration 42Q: 3 clusters Score -5402166 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5402195.500000 Penalty: 5236.560547
	Iteration 43Q: 3 clusters Score -5402196 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5402217.000000 Penalty: 5236.560547
	Iteration 44Q: 3 clusters Score -5402217 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5402231.500000 Penalty: 5236.560547
	Iteration 45Q: 3 clusters Score -5402232 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5402258.000000 Penalty: 5236.560547
	Iteration 46Q: 3 clusters Score -5402258 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5402290.500000 Penalty: 5236.560547
	Iteration 47Q: 3 clusters Score -5402290 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5402298.000000 Penalty: 5236.560547
	Iteration 48Q: 3 clusters Score -5402298 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5402312.500000 Penalty: 5236.560547
	Iteration 49Q: 3 clusters Score -5402312 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5402311.000000 Penalty: 5236.560547
	Iteration 50Q: 3 clusters Score -5402311 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5402332.000000 Penalty: 5236.560547
	Iteration 51Q: 3 clusters Score -5402332 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5402345.000000 Penalty: 5236.560547
	Iteration 52Q: 3 clusters Score -5402345 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5402360.500000 Penalty: 5236.560547
	Iteration 53Q: 3 clusters Score -5402360 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5402375.000000 Penalty: 5236.560547
	Iteration 54Q: 3 clusters Score -5402375 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5402392.000000 Penalty: 5236.560547
	Iteration 55Q: 3 clusters Score -5402392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5402397.000000 Penalty: 5236.560547
	Iteration 56Q: 3 clusters Score -5402397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5402402.000000 Penalty: 5236.560547
	Iteration 57Q: 3 clusters Score -5402402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5402417.500000 Penalty: 5236.560547
	Iteration 58Q: 3 clusters Score -5402418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5402424.500000 Penalty: 5236.560547
	Iteration 59Q: 3 clusters Score -5402424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5402426.500000 Penalty: 5236.560547
	Iteration 60F: 3 clusters Score -5402426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5402437.000000 Penalty: 5236.560547
	Iteration 61Q: 3 clusters Score -5402437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5402444.000000 Penalty: 5236.560547
	Iteration 62Q: 3 clusters Score -5402444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5402461.000000 Penalty: 5236.560547
	Iteration 63Q: 3 clusters Score -5402461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5402472.500000 Penalty: 5236.560547
	Iteration 64Q: 3 clusters Score -5402472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5402474.000000 Penalty: 5236.560547
	Iteration 65Q: 3 clusters Score -5402474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5402479.500000 Penalty: 5236.560547
	Iteration 66Q: 3 clusters Score -5402480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5402490.500000 Penalty: 5236.560547
	Iteration 67Q: 3 clusters Score -5402490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5402482.500000 Penalty: 5236.560547
	Iteration 68Q: 3 clusters Score -5402482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5402489.000000 Penalty: 5236.560547
	Iteration 69Q: 3 clusters Score -5402489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -5402501.500000 Penalty: 5236.560547
	Iteration 70Q: 3 clusters Score -5402502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5402503.000000 Penalty: 5236.560547
	Iteration 71Q: 3 clusters Score -5402503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5402499.500000 Penalty: 5236.560547
	Iteration 72Q: 3 clusters Score -5402500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5402501.500000 Penalty: 5236.560547
	Iteration 73Q: 3 clusters Score -5402502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5402502.000000 Penalty: 5236.560547
	Iteration 74Q: 3 clusters Score -5402502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5402502.000000 Penalty: 5236.560547
	Iteration 75F: 3 clusters Score -5402502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Entering Unmasked Estep 
Score: -2452643.750000 Penalty: 2430.100830
	Iteration 0F: 2 clusters Score -2452644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2439856.250000 Penalty: 4860.201660
	Iteration 0F: 3 clusters Score -2439856 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2444281.000000 Penalty: 4860.201660
	Iteration 1F: 3 clusters Score -2444281 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2444877.250000 Penalty: 4860.201660
	Iteration 2F: 3 clusters Score -2444877 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2445440.750000 Penalty: 4860.201660
	Iteration 3F: 3 clusters Score -2445441 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2446030.250000 Penalty: 4860.201660
	Iteration 4F: 3 clusters Score -2446030 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2446601.250000 Penalty: 4860.201660
	Iteration 5F: 3 clusters Score -2446601 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2447024.500000 Penalty: 4860.201660
	Iteration 6Q: 3 clusters Score -2447024 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2447391.750000 Penalty: 4860.201660
	Iteration 7Q: 3 clusters Score -2447392 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2447815.500000 Penalty: 4860.201660
	Iteration 8Q: 3 clusters Score -2447816 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2448277.750000 Penalty: 4860.201660
	Iteration 9Q: 3 clusters Score -2448278 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2448721.500000 Penalty: 4860.201660
	Iteration 10Q: 3 clusters Score -2448722 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2449135.500000 Penalty: 4860.201660
	Iteration 11Q: 3 clusters Score -2449136 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2449510.500000 Penalty: 4860.201660
	Iteration 12Q: 3 clusters Score -2449510 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2449791.750000 Penalty: 4860.201660
	Iteration 13Q: 3 clusters Score -2449792 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2449995.750000 Penalty: 4860.201660
	Iteration 14Q: 3 clusters Score -2449996 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2450182.000000 Penalty: 4860.201660
	Iteration 15Q: 3 clusters Score -2450182 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2450352.750000 Penalty: 4860.201660
	Iteration 16Q: 3 clusters Score -2450353 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2450510.000000 Penalty: 4860.201660
	Iteration 17Q: 3 clusters Score -2450510 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2450624.500000 Penalty: 4860.201660
	Iteration 18Q: 3 clusters Score -2450624 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2450717.500000 Penalty: 4860.201660
	Iteration 19Q: 3 clusters Score -2450718 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2450776.250000 Penalty: 4860.201660
	Iteration 20F: 3 clusters Score -2450776 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2450825.750000 Penalty: 4860.201660
	Iteration 21Q: 3 clusters Score -2450826 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2450859.750000 Penalty: 4860.201660
	Iteration 22Q: 3 clusters Score -2450860 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2450882.750000 Penalty: 4860.201660
	Iteration 23Q: 3 clusters Score -2450883 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2450909.000000 Penalty: 4860.201660
	Iteration 24Q: 3 clusters Score -2450909 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2450916.500000 Penalty: 4860.201660
	Iteration 25Q: 3 clusters Score -2450916 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2450939.750000 Penalty: 4860.201660
	Iteration 26Q: 3 clusters Score -2450940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2450948.250000 Penalty: 4860.201660
	Iteration 27Q: 3 clusters Score -2450948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2450960.250000 Penalty: 4860.201660
	Iteration 28Q: 3 clusters Score -2450960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2450962.000000 Penalty: 4860.201660
	Iteration 29Q: 3 clusters Score -2450962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2450976.250000 Penalty: 4860.201660
	Iteration 30Q: 3 clusters Score -2450976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2450984.000000 Penalty: 4860.201660
	Iteration 31Q: 3 clusters Score -2450984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2450990.250000 Penalty: 4860.201660
	Iteration 32Q: 3 clusters Score -2450990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2450991.750000 Penalty: 4860.201660
	Iteration 33Q: 3 clusters Score -2450992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2450993.500000 Penalty: 4860.201660
	Iteration 34Q: 3 clusters Score -2450994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2450996.250000 Penalty: 4860.201660
	Iteration 35Q: 3 clusters Score -2450996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2450999.500000 Penalty: 4860.201660
	Iteration 36Q: 3 clusters Score -2451000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2450996.750000 Penalty: 4860.201660
	Iteration 37Q: 3 clusters Score -2450997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2450995.750000 Penalty: 4860.201660
	Iteration 38Q: 3 clusters Score -2450996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2450991.000000 Penalty: 4860.201660
	Iteration 39Q: 3 clusters Score -2450991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2450997.250000 Penalty: 4860.201660
	Iteration 40F: 3 clusters Score -2450997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2450995.750000 Penalty: 4860.201660
	Iteration 41Q: 3 clusters Score -2450996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2450995.250000 Penalty: 4860.201660
	Iteration 42Q: 3 clusters Score -2450995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2450995.250000 Penalty: 4860.201660
	Iteration 43F: 3 clusters Score -2450995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Entering Unmasked Estep 
Score: -6721022.000000 Penalty: 2674.006348
	Iteration 0F: 2 clusters Score -6721022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -6688634.500000 Penalty: 5348.012695
	Iteration 0F: 3 clusters Score -6688634 nChanged 22179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -6700834.500000 Penalty: 5348.012695
	Iteration 1F: 3 clusters Score -6700834 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -6701442.500000 Penalty: 5348.012695
	Iteration 2Q: 3 clusters Score -6701442 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -6702136.000000 Penalty: 5348.012695
	Iteration 3Q: 3 clusters Score -6702136 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -6702948.000000 Penalty: 5348.012695
	Iteration 4Q: 3 clusters Score -6702948 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -6704110.000000 Penalty: 5348.012695
	Iteration 5F: 3 clusters Score -6704110 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -6705798.500000 Penalty: 5348.012695
	Iteration 6F: 3 clusters Score -6705798 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -6708312.000000 Penalty: 5348.012695
	Iteration 7F: 3 clusters Score -6708312 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -6711375.500000 Penalty: 5348.012695
	Iteration 8F: 3 clusters Score -6711376 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -6714443.000000 Penalty: 5348.012695
	Iteration 9F: 3 clusters Score -6714443 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -6716597.000000 Penalty: 5348.012695
	Iteration 10Q: 3 clusters Score -6716597 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -6717754.500000 Penalty: 5348.012695
	Iteration 11Q: 3 clusters Score -6717754 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -6718256.000000 Penalty: 5348.012695
	Iteration 12Q: 3 clusters Score -6718256 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -6718457.500000 Penalty: 5348.012695
	Iteration 13Q: 3 clusters Score -6718458 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 47844 members 
Entering Unmasked Estep 
Score: -6718567.500000 Penalty: 5348.012695
	Iteration 14Q: 3 clusters Score -6718568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -6718609.500000 Penalty: 5348.012695
	Iteration 15Q: 3 clusters Score -6718610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -6718628.000000 Penalty: 5348.012695
	Iteration 16Q: 3 clusters Score -6718628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -6718637.500000 Penalty: 5348.012695
	Iteration 17Q: 3 clusters Score -6718638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -6718641.500000 Penalty: 5348.012695
	Iteration 18Q: 3 clusters Score -6718642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -6718643.500000 Penalty: 5348.012695
	Iteration 19Q: 3 clusters Score -6718644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 47884 members 
Entering Unmasked Estep 
Score: -6718646.500000 Penalty: 5348.012695
	Iteration 20F: 3 clusters Score -6718646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -6718648.000000 Penalty: 5348.012695
	Iteration 21Q: 3 clusters Score -6718648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -6718648.000000 Penalty: 5348.012695
	Iteration 22F: 3 clusters Score -6718648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (68658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68658 members 
Entering Unmasked Estep 
Score: -9603877.000000 Penalty: 2761.949463
	Iteration 0F: 2 clusters Score -9603877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -9557992.000000 Penalty: 5523.898926
	Iteration 0F: 3 clusters Score -9557992 nChanged 31868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -9575695.000000 Penalty: 5523.898926
	Iteration 1F: 3 clusters Score -9575695 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -9576199.000000 Penalty: 5523.898926
	Iteration 2Q: 3 clusters Score -9576199 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -9576673.000000 Penalty: 5523.898926
	Iteration 3Q: 3 clusters Score -9576673 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -9577212.000000 Penalty: 5523.898926
	Iteration 4Q: 3 clusters Score -9577212 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -9577817.000000 Penalty: 5523.898926
	Iteration 5Q: 3 clusters Score -9577817 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -9578460.000000 Penalty: 5523.898926
	Iteration 6Q: 3 clusters Score -9578460 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -9579253.000000 Penalty: 5523.898926
	Iteration 7Q: 3 clusters Score -9579253 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -9580089.000000 Penalty: 5523.898926
	Iteration 8Q: 3 clusters Score -9580089 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -9581389.000000 Penalty: 5523.898926
	Iteration 9Q: 3 clusters Score -9581389 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -9583202.000000 Penalty: 5523.898926
	Iteration 10Q: 3 clusters Score -9583202 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -9585518.000000 Penalty: 5523.898926
	Iteration 11F: 3 clusters Score -9585518 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51739 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -9588574.000000 Penalty: 5523.898926
	Iteration 12F: 3 clusters Score -9588574 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56242 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -9592102.000000 Penalty: 5523.898926
	Iteration 13F: 3 clusters Score -9592102 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60420 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -9595356.000000 Penalty: 5523.898926
	Iteration 14F: 3 clusters Score -9595356 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63605 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -9597946.000000 Penalty: 5523.898926
	Iteration 15Q: 3 clusters Score -9597946 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65658 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -9599611.000000 Penalty: 5523.898926
	Iteration 16Q: 3 clusters Score -9599611 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66785 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -9600558.000000 Penalty: 5523.898926
	Iteration 17Q: 3 clusters Score -9600558 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67380 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -9601051.000000 Penalty: 5523.898926
	Iteration 18Q: 3 clusters Score -9601051 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67678 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -9601288.000000 Penalty: 5523.898926
	Iteration 19Q: 3 clusters Score -9601288 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67834 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9601431.000000 Penalty: 5523.898926
	Iteration 20F: 3 clusters Score -9601431 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67917 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9601549.000000 Penalty: 5523.898926
	Iteration 21Q: 3 clusters Score -9601549 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67961 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9601626.000000 Penalty: 5523.898926
	Iteration 22Q: 3 clusters Score -9601626 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68000 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9601659.000000 Penalty: 5523.898926
	Iteration 23Q: 3 clusters Score -9601659 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68016 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9601694.000000 Penalty: 5523.898926
	Iteration 24Q: 3 clusters Score -9601694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68023 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9601709.000000 Penalty: 5523.898926
	Iteration 25Q: 3 clusters Score -9601709 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68026 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9601713.000000 Penalty: 5523.898926
	Iteration 26Q: 3 clusters Score -9601713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68029 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9601713.000000 Penalty: 5523.898926
	Iteration 27Q: 3 clusters Score -9601713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68028 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9601718.000000 Penalty: 5523.898926
	Iteration 28Q: 3 clusters Score -9601718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68029 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9601718.000000 Penalty: 5523.898926
	Iteration 29Q: 3 clusters Score -9601718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68033 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -9601725.000000 Penalty: 5523.898926
	Iteration 30Q: 3 clusters Score -9601725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68038 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9601741.000000 Penalty: 5523.898926
	Iteration 31Q: 3 clusters Score -9601741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68036 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9601747.000000 Penalty: 5523.898926
	Iteration 32Q: 3 clusters Score -9601747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68037 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9601753.000000 Penalty: 5523.898926
	Iteration 33Q: 3 clusters Score -9601753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68038 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9601754.000000 Penalty: 5523.898926
	Iteration 34Q: 3 clusters Score -9601754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9601744.000000 Penalty: 5523.898926
	Iteration 35Q: 3 clusters Score -9601744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9601757.000000 Penalty: 5523.898926
	Iteration 36Q: 3 clusters Score -9601757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68039 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -9601763.000000 Penalty: 5523.898926
	Iteration 37Q: 3 clusters Score -9601763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68042 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -9601770.000000 Penalty: 5523.898926
	Iteration 38Q: 3 clusters Score -9601770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68046 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9601764.000000 Penalty: 5523.898926
	Iteration 39Q: 3 clusters Score -9601764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68043 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9601765.000000 Penalty: 5523.898926
	Iteration 40F: 3 clusters Score -9601765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68042 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -9601770.000000 Penalty: 5523.898926
	Iteration 41Q: 3 clusters Score -9601770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68042 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -9601770.000000 Penalty: 5523.898926
	Iteration 42F: 3 clusters Score -9601770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (43203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Entering Unmasked Estep 
Score: -5851560.000000 Penalty: 2647.068848
	Iteration 0F: 2 clusters Score -5851560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -5822437.000000 Penalty: 5294.137695
	Iteration 0F: 3 clusters Score -5822437 nChanged 19760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -5833529.500000 Penalty: 5294.137695
	Iteration 1F: 3 clusters Score -5833530 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -5834130.000000 Penalty: 5294.137695
	Iteration 2Q: 3 clusters Score -5834130 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -5834725.500000 Penalty: 5294.137695
	Iteration 3Q: 3 clusters Score -5834726 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -5835509.000000 Penalty: 5294.137695
	Iteration 4Q: 3 clusters Score -5835509 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -5836663.500000 Penalty: 5294.137695
	Iteration 5F: 3 clusters Score -5836664 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -5838290.000000 Penalty: 5294.137695
	Iteration 6F: 3 clusters Score -5838290 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -5840691.500000 Penalty: 5294.137695
	Iteration 7F: 3 clusters Score -5840692 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -5843511.000000 Penalty: 5294.137695
	Iteration 8F: 3 clusters Score -5843511 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -5845967.000000 Penalty: 5294.137695
	Iteration 9F: 3 clusters Score -5845967 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -5847733.000000 Penalty: 5294.137695
	Iteration 10Q: 3 clusters Score -5847733 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5848664.500000 Penalty: 5294.137695
	Iteration 11Q: 3 clusters Score -5848664 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5849095.000000 Penalty: 5294.137695
	Iteration 12Q: 3 clusters Score -5849095 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5849287.000000 Penalty: 5294.137695
	Iteration 13Q: 3 clusters Score -5849287 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5849403.500000 Penalty: 5294.137695
	Iteration 14Q: 3 clusters Score -5849404 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5849438.000000 Penalty: 5294.137695
	Iteration 15Q: 3 clusters Score -5849438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5849468.500000 Penalty: 5294.137695
	Iteration 16Q: 3 clusters Score -5849468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5849480.500000 Penalty: 5294.137695
	Iteration 17Q: 3 clusters Score -5849480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5849481.500000 Penalty: 5294.137695
	Iteration 18Q: 3 clusters Score -5849482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5849479.500000 Penalty: 5294.137695
	Iteration 19Q: 3 clusters Score -5849480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5849492.500000 Penalty: 5294.137695
	Iteration 20F: 3 clusters Score -5849492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5849499.500000 Penalty: 5294.137695
	Iteration 21Q: 3 clusters Score -5849500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5849501.500000 Penalty: 5294.137695
	Iteration 22Q: 3 clusters Score -5849502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5849502.000000 Penalty: 5294.137695
	Iteration 23Q: 3 clusters Score -5849502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5849494.500000 Penalty: 5294.137695
	Iteration 24Q: 3 clusters Score -5849494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5849503.500000 Penalty: 5294.137695
	Iteration 25Q: 3 clusters Score -5849504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5849506.500000 Penalty: 5294.137695
	Iteration 26Q: 3 clusters Score -5849506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5849509.000000 Penalty: 5294.137695
	Iteration 27Q: 3 clusters Score -5849509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5849509.000000 Penalty: 5294.137695
	Iteration 28F: 3 clusters Score -5849509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -93443.453125 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -93443.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91774.601562 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -91774.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -92038.414062 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -92038.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -92152.695312 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -92152.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -92209.750000 Penalty: 3284.877197
	Iteration 3Q: 3 clusters Score -92209.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -92248.421875 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -92248.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -92287.765625 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -92287.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -92339.507812 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -92339.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -92352.460938 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -92352.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -92367.726562 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -92367.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -92391.265625 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -92391.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -92412.265625 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -92412.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -92443.171875 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -92443.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -92495.945312 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -92495.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -92565.484375 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -92565.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -92670.179688 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -92670.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -92871.539062 Penalty: 3284.877197
	Iteration 15Q: 3 clusters Score -92871.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -93094.007812 Penalty: 3284.877197
	Iteration 16Q: 3 clusters Score -93094.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -93167.265625 Penalty: 3284.877197
	Iteration 17Q: 3 clusters Score -93167.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -93200.882812 Penalty: 3284.877197
	Iteration 18Q: 3 clusters Score -93200.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -93253.085938 Penalty: 3284.877197
	Iteration 19Q: 3 clusters Score -93253.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -93388.757812 Penalty: 3284.877197
	Iteration 20F: 3 clusters Score -93388.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -93478.843750 Penalty: 3284.877197
	Iteration 21Q: 3 clusters Score -93478.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -93500.664062 Penalty: 3284.877197
	Iteration 22Q: 3 clusters Score -93500.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -93519.804688 Penalty: 3284.877197
	Iteration 23Q: 3 clusters Score -93519.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -93531.335938 Penalty: 3284.877197
	Iteration 24Q: 3 clusters Score -93531.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -93531.335938 Penalty: 3284.877197
	Iteration 25F: 3 clusters Score -93531.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58646 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23509 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49858 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200550 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 5984 members 
Mstep: Class 13 contains 11094 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 16 contains 24653 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143437 members 
Mstep: Class 19 contains 155482 members 
Mstep: Class 20 contains 32297 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38468 members 
Mstep: Class 23 contains 18012 members 
Mstep: Class 24 contains 48160 members 
Mstep: Class 25 contains 68658 members 
Mstep: Class 26 contains 43203 members 
Mstep: Class 27 contains 250 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48102 members 
Mstep: Class 30 contains 296 members 
Mstep: Class 31 contains 502 members 
Entering Unmasked Estep 
Score: -142952832.000000 Penalty: 106614.398438
Splitting cluster 27 changes total score from -142954112.000000 to -142952832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -97161.476562 Penalty: 1639.452515
	Iteration 0F: 2 clusters Score -97161.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -95403.523438 Penalty: 3278.905029
	Iteration 0F: 3 clusters Score -95403.52 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95627.671875 Penalty: 3278.905029
	Iteration 1F: 3 clusters Score -95627.67 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -95685.492188 Penalty: 3278.905029
	Iteration 2Q: 3 clusters Score -95685.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -95710.484375 Penalty: 3278.905029
	Iteration 3Q: 3 clusters Score -95710.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -95728.796875 Penalty: 3278.905029
	Iteration 4Q: 3 clusters Score -95728.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -95749.828125 Penalty: 3278.905029
	Iteration 5Q: 3 clusters Score -95749.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -95763.765625 Penalty: 3278.905029
	Iteration 6Q: 3 clusters Score -95763.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -95767.414062 Penalty: 3278.905029
	Iteration 7Q: 3 clusters Score -95767.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -95767.414062 Penalty: 3278.905029
	Iteration 8F: 3 clusters Score -95767.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (48102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Entering Unmasked Estep 
Score: -6752537.500000 Penalty: 2673.707764
	Iteration 0F: 2 clusters Score -6752538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -6720304.500000 Penalty: 5347.415527
	Iteration 0F: 3 clusters Score -6720304 nChanged 22066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -6732502.500000 Penalty: 5347.415527
	Iteration 1F: 3 clusters Score -6732502 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -6733176.000000 Penalty: 5347.415527
	Iteration 2Q: 3 clusters Score -6733176 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -6733842.000000 Penalty: 5347.415527
	Iteration 3Q: 3 clusters Score -6733842 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -6734611.500000 Penalty: 5347.415527
	Iteration 4Q: 3 clusters Score -6734612 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -6735420.500000 Penalty: 5347.415527
	Iteration 5Q: 3 clusters Score -6735420 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -6736452.000000 Penalty: 5347.415527
	Iteration 6Q: 3 clusters Score -6736452 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -6737690.500000 Penalty: 5347.415527
	Iteration 7F: 3 clusters Score -6737690 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -6739184.000000 Penalty: 5347.415527
	Iteration 8F: 3 clusters Score -6739184 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -6740999.000000 Penalty: 5347.415527
	Iteration 9F: 3 clusters Score -6740999 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -6742942.000000 Penalty: 5347.415527
	Iteration 10F: 3 clusters Score -6742942 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -6744392.000000 Penalty: 5347.415527
	Iteration 11Q: 3 clusters Score -6744392 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -6745292.500000 Penalty: 5347.415527
	Iteration 12Q: 3 clusters Score -6745292 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -6745779.500000 Penalty: 5347.415527
	Iteration 13Q: 3 clusters Score -6745780 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -6746110.500000 Penalty: 5347.415527
	Iteration 14Q: 3 clusters Score -6746110 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -6746372.500000 Penalty: 5347.415527
	Iteration 15Q: 3 clusters Score -6746372 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -6746608.500000 Penalty: 5347.415527
	Iteration 16Q: 3 clusters Score -6746608 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -6746867.500000 Penalty: 5347.415527
	Iteration 17Q: 3 clusters Score -6746868 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -6747084.000000 Penalty: 5347.415527
	Iteration 18Q: 3 clusters Score -6747084 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -6747305.000000 Penalty: 5347.415527
	Iteration 19Q: 3 clusters Score -6747305 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -6747455.000000 Penalty: 5347.415527
	Iteration 20F: 3 clusters Score -6747455 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6747604 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6747726 nChanged 484
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6747906 nChanged 478
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6747997 nChanged 460
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6748112 nChanged 462
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6748216 nChanged 466
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6748380 nChanged 440
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Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6748468 nChanged 425
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Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6748570 nChanged 415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6748680 nChanged 410
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Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6748782 nChanged 422
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Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6748909 nChanged 409
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Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6749026 nChanged 401
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6749156 nChanged 366
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6749270 nChanged 336
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6749383 nChanged 337
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6749492 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6749582 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -6749611.500000 Penalty: 5347.415527
	Iteration 39Q: 3 clusters Score -6749612 nChanged 274
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6749706 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6749775 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6749848 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6749930 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6749983 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6749998 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6750056 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6750110 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6750154 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6750181 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -6750238.500000 Penalty: 5347.415527
	Iteration 50Q: 3 clusters Score -6750238 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -6750261.000000 Penalty: 5347.415527
	Iteration 51Q: 3 clusters Score -6750261 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -6750301.500000 Penalty: 5347.415527
	Iteration 52Q: 3 clusters Score -6750302 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -6750338.000000 Penalty: 5347.415527
	Iteration 53Q: 3 clusters Score -6750338 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6750376 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6750430 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6750453 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6750476 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6750500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -6750524.000000 Penalty: 5347.415527
	Iteration 59Q: 3 clusters Score -6750524 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -6750537.500000 Penalty: 5347.415527
	Iteration 60F: 3 clusters Score -6750538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -6750570.500000 Penalty: 5347.415527
	Iteration 61Q: 3 clusters Score -6750570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -6750588.000000 Penalty: 5347.415527
	Iteration 62Q: 3 clusters Score -6750588 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -6750607.000000 Penalty: 5347.415527
	Iteration 63Q: 3 clusters Score -6750607 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -6750625.000000 Penalty: 5347.415527
	Iteration 64Q: 3 clusters Score -6750625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -6750629.500000 Penalty: 5347.415527
	Iteration 65Q: 3 clusters Score -6750630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -6750650.000000 Penalty: 5347.415527
	Iteration 66Q: 3 clusters Score -6750650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -6750666.000000 Penalty: 5347.415527
	Iteration 67Q: 3 clusters Score -6750666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6750688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -6750701.500000 Penalty: 5347.415527
	Iteration 69Q: 3 clusters Score -6750702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -6750695.000000 Penalty: 5347.415527
	Iteration 70Q: 3 clusters Score -6750695 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -6750718.500000 Penalty: 5347.415527
	Iteration 71Q: 3 clusters Score -6750718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -6750737.500000 Penalty: 5347.415527
	Iteration 72Q: 3 clusters Score -6750738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -6750753.000000 Penalty: 5347.415527
	Iteration 73Q: 3 clusters Score -6750753 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -6750764.500000 Penalty: 5347.415527
	Iteration 74Q: 3 clusters Score -6750764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -6750787.500000 Penalty: 5347.415527
	Iteration 75Q: 3 clusters Score -6750788 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -6750813.000000 Penalty: 5347.415527
	Iteration 76Q: 3 clusters Score -6750813 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -6750822.000000 Penalty: 5347.415527
	Iteration 77Q: 3 clusters Score -6750822 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -6750845.500000 Penalty: 5347.415527
	Iteration 78Q: 3 clusters Score -6750846 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -6750860.500000 Penalty: 5347.415527
	Iteration 79Q: 3 clusters Score -6750860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -6750895.000000 Penalty: 5347.415527
	Iteration 80F: 3 clusters Score -6750895 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -6750907.000000 Penalty: 5347.415527
	Iteration 81Q: 3 clusters Score -6750907 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -6750919.500000 Penalty: 5347.415527
	Iteration 82Q: 3 clusters Score -6750920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -6750932.500000 Penalty: 5347.415527
	Iteration 83Q: 3 clusters Score -6750932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -6750940.500000 Penalty: 5347.415527
	Iteration 84Q: 3 clusters Score -6750940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -6750957.500000 Penalty: 5347.415527
	Iteration 85Q: 3 clusters Score -6750958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -6750966.500000 Penalty: 5347.415527
	Iteration 86Q: 3 clusters Score -6750966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -6750972.500000 Penalty: 5347.415527
	Iteration 87Q: 3 clusters Score -6750972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -6750981.500000 Penalty: 5347.415527
	Iteration 88Q: 3 clusters Score -6750982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -6750982.000000 Penalty: 5347.415527
	Iteration 89Q: 3 clusters Score -6750982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -6750988.500000 Penalty: 5347.415527
	Iteration 90Q: 3 clusters Score -6750988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -6750998.000000 Penalty: 5347.415527
	Iteration 91Q: 3 clusters Score -6750998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -6751004.000000 Penalty: 5347.415527
	Iteration 92Q: 3 clusters Score -6751004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -6751004.500000 Penalty: 5347.415527
	Iteration 93Q: 3 clusters Score -6751004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -6751009.500000 Penalty: 5347.415527
	Iteration 94Q: 3 clusters Score -6751010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -6751006.500000 Penalty: 5347.415527
	Iteration 95Q: 3 clusters Score -6751006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -6751023.500000 Penalty: 5347.415527
	Iteration 96Q: 3 clusters Score -6751024 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -6751038.500000 Penalty: 5347.415527
	Iteration 97Q: 3 clusters Score -6751038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -6751063.000000 Penalty: 5347.415527
	Iteration 98Q: 3 clusters Score -6751063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -6751063.000000 Penalty: 5347.415527
	Iteration 99Q: 3 clusters Score -6751063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -6751061.500000 Penalty: 5347.415527
	Iteration 100F: 3 clusters Score -6751062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -6751065.000000 Penalty: 5347.415527
	Iteration 101Q: 3 clusters Score -6751065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -6751071.000000 Penalty: 5347.415527
	Iteration 102Q: 3 clusters Score -6751071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -6751069.500000 Penalty: 5347.415527
	Iteration 103Q: 3 clusters Score -6751070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -6751069.500000 Penalty: 5347.415527
	Iteration 104Q: 3 clusters Score -6751070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -6751068.000000 Penalty: 5347.415527
	Iteration 105Q: 3 clusters Score -6751068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -6751068.500000 Penalty: 5347.415527
	Iteration 106Q: 3 clusters Score -6751068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -6751063.000000 Penalty: 5347.415527
	Iteration 107Q: 3 clusters Score -6751063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -6751069.000000 Penalty: 5347.415527
	Iteration 108Q: 3 clusters Score -6751069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6751070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -6751070.000000 Penalty: 5347.415527
	Iteration 110F: 3 clusters Score -6751070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -37193.503906 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -37193.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35923.738281 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -35923.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36008.500000 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -36008.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -36036.894531 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -36036.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36046.277344 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -36046.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -36051.332031 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -36051.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -36056.429688 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -36056.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -36056.429688 Penalty: 2822.418457
	Iteration 6F: 3 clusters Score -36056.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58646 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23509 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49858 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200550 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 5984 members 
Mstep: Class 13 contains 11094 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 16 contains 24653 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143437 members 
Mstep: Class 19 contains 155482 members 
Mstep: Class 20 contains 32297 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38468 members 
Mstep: Class 23 contains 18012 members 
Mstep: Class 24 contains 48160 members 
Mstep: Class 25 contains 68658 members 
Mstep: Class 26 contains 43203 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48102 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954320.000000 Penalty: 103175.226562
Iteration 399Q: 31 clusters Score -1.429543e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58656 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23513 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49858 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200540 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 5984 members 
Mstep: Class 13 contains 11093 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8353 members 
Mstep: Class 16 contains 24653 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143435 members 
Mstep: Class 19 contains 155470 members 
Mstep: Class 20 contains 32302 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38476 members 
Mstep: Class 23 contains 18011 members 
Mstep: Class 24 contains 48160 members 
Mstep: Class 25 contains 68650 members 
Mstep: Class 26 contains 43204 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48106 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954368.000000 Penalty: 103175.226562
Iteration 400F: 31 clusters Score -1.429544e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23517 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49858 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200528 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 5984 members 
Mstep: Class 13 contains 11098 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8353 members 
Mstep: Class 16 contains 24653 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143431 members 
Mstep: Class 19 contains 155463 members 
Mstep: Class 20 contains 32304 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38487 members 
Mstep: Class 23 contains 18011 members 
Mstep: Class 24 contains 48164 members 
Mstep: Class 25 contains 68639 members 
Mstep: Class 26 contains 43201 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48107 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954336.000000 Penalty: 103175.226562
Iteration 401Q: 31 clusters Score -1.429543e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58680 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23519 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200518 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 5983 members 
Mstep: Class 13 contains 11096 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8353 members 
Mstep: Class 16 contains 24653 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143432 members 
Mstep: Class 19 contains 155455 members 
Mstep: Class 20 contains 32308 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38498 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 48164 members 
Mstep: Class 25 contains 68629 members 
Mstep: Class 26 contains 43200 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48110 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954304.000000 Penalty: 103175.226562
Iteration 402Q: 31 clusters Score -1.429543e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23523 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200515 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 5982 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8352 members 
Mstep: Class 16 contains 24653 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143432 members 
Mstep: Class 19 contains 155437 members 
Mstep: Class 20 contains 32311 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38501 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48166 members 
Mstep: Class 25 contains 68622 members 
Mstep: Class 26 contains 43197 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48110 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954256.000000 Penalty: 103175.226562
Iteration 403Q: 31 clusters Score -1.429543e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58721 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23526 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200519 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 5982 members 
Mstep: Class 13 contains 11099 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8352 members 
Mstep: Class 16 contains 24653 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143427 members 
Mstep: Class 19 contains 155427 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38505 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48168 members 
Mstep: Class 25 contains 68609 members 
Mstep: Class 26 contains 43195 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48107 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954288.000000 Penalty: 103175.226562
Iteration 404Q: 31 clusters Score -1.429543e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23525 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49855 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200509 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7181 members 
Mstep: Class 12 contains 5982 members 
Mstep: Class 13 contains 11101 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8350 members 
Mstep: Class 16 contains 24652 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143417 members 
Mstep: Class 19 contains 155427 members 
Mstep: Class 20 contains 32312 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38508 members 
Mstep: Class 23 contains 18011 members 
Mstep: Class 24 contains 48174 members 
Mstep: Class 25 contains 68598 members 
Mstep: Class 26 contains 43192 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48111 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954256.000000 Penalty: 103175.226562
Iteration 405Q: 31 clusters Score -1.429543e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58771 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23528 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200494 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5982 members 
Mstep: Class 13 contains 11104 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8349 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143406 members 
Mstep: Class 19 contains 155429 members 
Mstep: Class 20 contains 32312 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38504 members 
Mstep: Class 23 contains 18011 members 
Mstep: Class 24 contains 48176 members 
Mstep: Class 25 contains 68588 members 
Mstep: Class 26 contains 43192 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48114 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954352.000000 Penalty: 103175.226562
Iteration 406Q: 31 clusters Score -1.429544e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23531 members 
Mstep: Class 4 contains 14483 members 
Mstep: Class 5 contains 49855 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200481 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7181 members 
Mstep: Class 12 contains 5982 members 
Mstep: Class 13 contains 11107 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143403 members 
Mstep: Class 19 contains 155429 members 
Mstep: Class 20 contains 32308 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38504 members 
Mstep: Class 23 contains 18011 members 
Mstep: Class 24 contains 48177 members 
Mstep: Class 25 contains 68579 members 
Mstep: Class 26 contains 43192 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48116 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954496.000000 Penalty: 103175.226562
Iteration 407Q: 31 clusters Score -1.429545e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58814 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23534 members 
Mstep: Class 4 contains 14483 members 
Mstep: Class 5 contains 49855 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200463 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11105 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8347 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143400 members 
Mstep: Class 19 contains 155430 members 
Mstep: Class 20 contains 32304 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38512 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 48175 members 
Mstep: Class 25 contains 68570 members 
Mstep: Class 26 contains 43190 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48125 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954512.000000 Penalty: 103175.226562
Iteration 408Q: 31 clusters Score -1.429545e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23534 members 
Mstep: Class 4 contains 14483 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200454 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 11106 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8347 members 
Mstep: Class 16 contains 24650 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143394 members 
Mstep: Class 19 contains 155432 members 
Mstep: Class 20 contains 32307 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38516 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48174 members 
Mstep: Class 25 contains 68554 members 
Mstep: Class 26 contains 43193 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48125 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954512.000000 Penalty: 103175.226562
Iteration 409Q: 31 clusters Score -1.429545e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23534 members 
Mstep: Class 4 contains 14483 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200445 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 11104 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8347 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143392 members 
Mstep: Class 19 contains 155431 members 
Mstep: Class 20 contains 32308 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38519 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48177 members 
Mstep: Class 25 contains 68545 members 
Mstep: Class 26 contains 43194 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48124 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954576.000000 Penalty: 103175.226562
Iteration 410Q: 31 clusters Score -1.429546e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58878 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23531 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 49858 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200426 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 11102 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8347 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143389 members 
Mstep: Class 19 contains 155426 members 
Mstep: Class 20 contains 32309 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38517 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48183 members 
Mstep: Class 25 contains 68537 members 
Mstep: Class 26 contains 43195 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48128 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954576.000000 Penalty: 103175.226562
Iteration 411Q: 31 clusters Score -1.429546e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23533 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49858 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200411 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 11103 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8347 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143391 members 
Mstep: Class 19 contains 155420 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38516 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 48185 members 
Mstep: Class 25 contains 68531 members 
Mstep: Class 26 contains 43195 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48131 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954608.000000 Penalty: 103175.226562
Iteration 412Q: 31 clusters Score -1.429546e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23532 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49858 members 
Mstep: Class 6 contains 3984 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200407 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 11105 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8347 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143393 members 
Mstep: Class 19 contains 155418 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38517 members 
Mstep: Class 23 contains 18011 members 
Mstep: Class 24 contains 48188 members 
Mstep: Class 25 contains 68519 members 
Mstep: Class 26 contains 43194 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48134 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954528.000000 Penalty: 103175.226562
Iteration 413Q: 31 clusters Score -1.429545e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58906 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23536 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49858 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200405 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 11106 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143389 members 
Mstep: Class 19 contains 155415 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38518 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 48189 members 
Mstep: Class 25 contains 68512 members 
Mstep: Class 26 contains 43193 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48137 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954480.000000 Penalty: 103175.226562
Iteration 414Q: 31 clusters Score -1.429545e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58913 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23539 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49857 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200407 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 11106 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143386 members 
Mstep: Class 19 contains 155415 members 
Mstep: Class 20 contains 32309 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38519 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 48190 members 
Mstep: Class 25 contains 68503 members 
Mstep: Class 26 contains 43194 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48136 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954480.000000 Penalty: 103175.226562
Iteration 415Q: 31 clusters Score -1.429545e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58918 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23539 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49857 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200411 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 11106 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143386 members 
Mstep: Class 19 contains 155417 members 
Mstep: Class 20 contains 32309 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38518 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48190 members 
Mstep: Class 25 contains 68495 members 
Mstep: Class 26 contains 43194 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48135 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954432.000000 Penalty: 103175.226562
Iteration 416Q: 31 clusters Score -1.429544e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58924 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49857 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200412 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 11103 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143385 members 
Mstep: Class 19 contains 155421 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38514 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48191 members 
Mstep: Class 25 contains 68491 members 
Mstep: Class 26 contains 43193 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48134 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954384.000000 Penalty: 103175.226562
Iteration 417Q: 31 clusters Score -1.429544e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23542 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200416 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 11102 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143378 members 
Mstep: Class 19 contains 155423 members 
Mstep: Class 20 contains 32311 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38513 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48193 members 
Mstep: Class 25 contains 68485 members 
Mstep: Class 26 contains 43192 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48134 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954336.000000 Penalty: 103175.226562
Iteration 418Q: 31 clusters Score -1.429543e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58936 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23542 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200418 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 11099 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143380 members 
Mstep: Class 19 contains 155422 members 
Mstep: Class 20 contains 32312 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38506 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48194 members 
Mstep: Class 25 contains 68482 members 
Mstep: Class 26 contains 43192 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48136 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954416.000000 Penalty: 103175.226562
Iteration 419Q: 31 clusters Score -1.429544e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23542 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200412 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 11098 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143384 members 
Mstep: Class 19 contains 155427 members 
Mstep: Class 20 contains 32312 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38504 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48195 members 
Mstep: Class 25 contains 68478 members 
Mstep: Class 26 contains 43192 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48137 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954480.000000 Penalty: 103175.226562
Iteration 420F: 31 clusters Score -1.429545e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23542 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200416 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 11098 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143384 members 
Mstep: Class 19 contains 155428 members 
Mstep: Class 20 contains 32312 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38502 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48194 members 
Mstep: Class 25 contains 68476 members 
Mstep: Class 26 contains 43187 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48137 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954496.000000 Penalty: 103175.226562
Iteration 421Q: 31 clusters Score -1.429545e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200415 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 11098 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143384 members 
Mstep: Class 19 contains 155426 members 
Mstep: Class 20 contains 32312 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38502 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48195 members 
Mstep: Class 25 contains 68471 members 
Mstep: Class 26 contains 43183 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48141 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954512.000000 Penalty: 103175.226562
Iteration 422Q: 31 clusters Score -1.429545e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200411 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 11098 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143386 members 
Mstep: Class 19 contains 155420 members 
Mstep: Class 20 contains 32313 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38505 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48196 members 
Mstep: Class 25 contains 68465 members 
Mstep: Class 26 contains 43183 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48145 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954480.000000 Penalty: 103175.226562
Iteration 423Q: 31 clusters Score -1.429545e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58959 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200403 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 11100 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143387 members 
Mstep: Class 19 contains 155419 members 
Mstep: Class 20 contains 32314 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38507 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48197 members 
Mstep: Class 25 contains 68461 members 
Mstep: Class 26 contains 43183 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48149 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954496.000000 Penalty: 103175.226562
Iteration 424Q: 31 clusters Score -1.429545e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200399 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 11101 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143389 members 
Mstep: Class 19 contains 155416 members 
Mstep: Class 20 contains 32315 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38506 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48197 members 
Mstep: Class 25 contains 68458 members 
Mstep: Class 26 contains 43182 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48151 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954496.000000 Penalty: 103175.226562
Iteration 425Q: 31 clusters Score -1.429545e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58967 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23542 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200397 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 11099 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143389 members 
Mstep: Class 19 contains 155417 members 
Mstep: Class 20 contains 32315 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38507 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48197 members 
Mstep: Class 25 contains 68458 members 
Mstep: Class 26 contains 43181 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48150 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954416.000000 Penalty: 103175.226562
Iteration 426Q: 31 clusters Score -1.429544e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23541 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3987 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200392 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 11099 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143392 members 
Mstep: Class 19 contains 155417 members 
Mstep: Class 20 contains 32314 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38507 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48199 members 
Mstep: Class 25 contains 68458 members 
Mstep: Class 26 contains 43179 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48150 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954416.000000 Penalty: 103175.226562
Iteration 427Q: 31 clusters Score -1.429544e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58973 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23539 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200389 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 11100 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143392 members 
Mstep: Class 19 contains 155416 members 
Mstep: Class 20 contains 32313 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38507 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48200 members 
Mstep: Class 25 contains 68459 members 
Mstep: Class 26 contains 43180 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48148 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954432.000000 Penalty: 103175.226562
Iteration 428Q: 31 clusters Score -1.429544e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23539 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200382 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 11103 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143390 members 
Mstep: Class 19 contains 155416 members 
Mstep: Class 20 contains 32313 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38508 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48201 members 
Mstep: Class 25 contains 68460 members 
Mstep: Class 26 contains 43180 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48147 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954480.000000 Penalty: 103175.226562
Iteration 429Q: 31 clusters Score -1.429545e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200381 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 11102 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143391 members 
Mstep: Class 19 contains 155412 members 
Mstep: Class 20 contains 32313 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38509 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48201 members 
Mstep: Class 25 contains 68462 members 
Mstep: Class 26 contains 43180 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48147 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954448.000000 Penalty: 103175.226562
Iteration 430Q: 31 clusters Score -1.429544e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58983 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200376 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 11102 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143392 members 
Mstep: Class 19 contains 155412 members 
Mstep: Class 20 contains 32313 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38509 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48201 members 
Mstep: Class 25 contains 68462 members 
Mstep: Class 26 contains 43180 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48147 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954496.000000 Penalty: 103175.226562
Iteration 431Q: 31 clusters Score -1.429545e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23541 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200377 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 11102 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143393 members 
Mstep: Class 19 contains 155411 members 
Mstep: Class 20 contains 32312 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38510 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48201 members 
Mstep: Class 25 contains 68463 members 
Mstep: Class 26 contains 43179 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48147 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954480.000000 Penalty: 103175.226562
Iteration 432Q: 31 clusters Score -1.429545e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58982 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200374 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 11101 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143394 members 
Mstep: Class 19 contains 155413 members 
Mstep: Class 20 contains 32312 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38511 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48201 members 
Mstep: Class 25 contains 68463 members 
Mstep: Class 26 contains 43178 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48148 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954464.000000 Penalty: 103175.226562
Iteration 433Q: 31 clusters Score -1.429545e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58983 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200371 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 11102 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143394 members 
Mstep: Class 19 contains 155413 members 
Mstep: Class 20 contains 32312 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38511 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48201 members 
Mstep: Class 25 contains 68463 members 
Mstep: Class 26 contains 43177 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48150 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954528.000000 Penalty: 103175.226562
Iteration 434Q: 31 clusters Score -1.429545e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200369 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11103 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143391 members 
Mstep: Class 19 contains 155411 members 
Mstep: Class 20 contains 32312 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38512 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48202 members 
Mstep: Class 25 contains 68463 members 
Mstep: Class 26 contains 43177 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48151 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954496.000000 Penalty: 103175.226562
Iteration 435Q: 31 clusters Score -1.429545e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58987 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200362 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11102 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143395 members 
Mstep: Class 19 contains 155412 members 
Mstep: Class 20 contains 32312 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38512 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48203 members 
Mstep: Class 25 contains 68463 members 
Mstep: Class 26 contains 43176 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48152 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954544.000000 Penalty: 103175.226562
Iteration 436Q: 31 clusters Score -1.429545e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200360 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11103 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143398 members 
Mstep: Class 19 contains 155413 members 
Mstep: Class 20 contains 32313 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38512 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48202 members 
Mstep: Class 25 contains 68462 members 
Mstep: Class 26 contains 43173 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48151 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954608.000000 Penalty: 103175.226562
Iteration 437Q: 31 clusters Score -1.429546e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58991 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23541 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200359 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11104 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143403 members 
Mstep: Class 19 contains 155410 members 
Mstep: Class 20 contains 32313 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38511 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48202 members 
Mstep: Class 25 contains 68461 members 
Mstep: Class 26 contains 43172 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48149 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954512.000000 Penalty: 103175.226562
Iteration 438Q: 31 clusters Score -1.429545e+08 nChanged 16
Entering ConstructFrom: 
Score: -142954512.000000 Penalty: 103175.226562
Entering ConstructFrom: 
Trying to split cluster 1 (58994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58994 members 
Entering Unmasked Estep 
Score: -8281447.500000 Penalty: 2724.327393
	Iteration 0F: 2 clusters Score -8281448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -8241671.500000 Penalty: 5448.654785
	Iteration 0F: 3 clusters Score -8241672 nChanged 27369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -8257124.000000 Penalty: 5448.654785
	Iteration 1F: 3 clusters Score -8257124 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -8257878.000000 Penalty: 5448.654785
	Iteration 2Q: 3 clusters Score -8257878 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -8258868.000000 Penalty: 5448.654785
	Iteration 3Q: 3 clusters Score -8258868 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -8260253.500000 Penalty: 5448.654785
	Iteration 4Q: 3 clusters Score -8260254 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -8262149.500000 Penalty: 5448.654785
	Iteration 5F: 3 clusters Score -8262150 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -8264800.000000 Penalty: 5448.654785
	Iteration 6F: 3 clusters Score -8264800 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -8268164.000000 Penalty: 5448.654785
	Iteration 7F: 3 clusters Score -8268164 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -8271463.500000 Penalty: 5448.654785
	Iteration 8F: 3 clusters Score -8271464 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -8273402.500000 Penalty: 5448.654785
	Iteration 9F: 3 clusters Score -8273402 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -8274267.500000 Penalty: 5448.654785
	Iteration 10Q: 3 clusters Score -8274268 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -8274657.500000 Penalty: 5448.654785
	Iteration 11Q: 3 clusters Score -8274658 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -8274951.000000 Penalty: 5448.654785
	Iteration 12Q: 3 clusters Score -8274951 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -8275202.500000 Penalty: 5448.654785
	Iteration 13Q: 3 clusters Score -8275202 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -8275399.500000 Penalty: 5448.654785
	Iteration 14Q: 3 clusters Score -8275400 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -8275559.500000 Penalty: 5448.654785
	Iteration 15Q: 3 clusters Score -8275560 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -8275710.000000 Penalty: 5448.654785
	Iteration 16Q: 3 clusters Score -8275710 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -8275834.000000 Penalty: 5448.654785
	Iteration 17Q: 3 clusters Score -8275834 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -8275980.000000 Penalty: 5448.654785
	Iteration 18Q: 3 clusters Score -8275980 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -8276124.000000 Penalty: 5448.654785
	Iteration 19Q: 3 clusters Score -8276124 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -8276279.000000 Penalty: 5448.654785
	Iteration 20F: 3 clusters Score -8276279 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -8276395.500000 Penalty: 5448.654785
	Iteration 21Q: 3 clusters Score -8276396 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -8276552.500000 Penalty: 5448.654785
	Iteration 22Q: 3 clusters Score -8276552 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -8276637.000000 Penalty: 5448.654785
	Iteration 23Q: 3 clusters Score -8276637 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -8276781.500000 Penalty: 5448.654785
	Iteration 24Q: 3 clusters Score -8276782 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -8276875.500000 Penalty: 5448.654785
	Iteration 25Q: 3 clusters Score -8276876 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -8276957.500000 Penalty: 5448.654785
	Iteration 26Q: 3 clusters Score -8276958 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -8277089.000000 Penalty: 5448.654785
	Iteration 27Q: 3 clusters Score -8277089 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -8277216.000000 Penalty: 5448.654785
	Iteration 28Q: 3 clusters Score -8277216 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -8277339.000000 Penalty: 5448.654785
	Iteration 29Q: 3 clusters Score -8277339 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -8277442.500000 Penalty: 5448.654785
	Iteration 30Q: 3 clusters Score -8277442 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -8277529.500000 Penalty: 5448.654785
	Iteration 31Q: 3 clusters Score -8277530 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -8277641.500000 Penalty: 5448.654785
	Iteration 32Q: 3 clusters Score -8277642 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -8277787.500000 Penalty: 5448.654785
	Iteration 33Q: 3 clusters Score -8277788 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -8277920.000000 Penalty: 5448.654785
	Iteration 34Q: 3 clusters Score -8277920 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52524 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -8278052.500000 Penalty: 5448.654785
	Iteration 35Q: 3 clusters Score -8278052 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -8278176.000000 Penalty: 5448.654785
	Iteration 36Q: 3 clusters Score -8278176 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53334 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -8278307.000000 Penalty: 5448.654785
	Iteration 37Q: 3 clusters Score -8278307 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -8278453.500000 Penalty: 5448.654785
	Iteration 38Q: 3 clusters Score -8278454 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -8278565.000000 Penalty: 5448.654785
	Iteration 39Q: 3 clusters Score -8278565 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -8278700.000000 Penalty: 5448.654785
	Iteration 40F: 3 clusters Score -8278700 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54767 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -8278831.500000 Penalty: 5448.654785
	Iteration 41Q: 3 clusters Score -8278832 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -8278925.000000 Penalty: 5448.654785
	Iteration 42Q: 3 clusters Score -8278925 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55323 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -8279037.500000 Penalty: 5448.654785
	Iteration 43Q: 3 clusters Score -8279038 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -8279113.000000 Penalty: 5448.654785
	Iteration 44Q: 3 clusters Score -8279113 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55762 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -8279183.000000 Penalty: 5448.654785
	Iteration 45Q: 3 clusters Score -8279183 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55936 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -8279248.000000 Penalty: 5448.654785
	Iteration 46Q: 3 clusters Score -8279248 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -8279279.000000 Penalty: 5448.654785
	Iteration 47Q: 3 clusters Score -8279279 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56229 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -8279328.000000 Penalty: 5448.654785
	Iteration 48Q: 3 clusters Score -8279328 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -8279366.000000 Penalty: 5448.654785
	Iteration 49Q: 3 clusters Score -8279366 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -8279423.500000 Penalty: 5448.654785
	Iteration 50Q: 3 clusters Score -8279424 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56565 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -8279451.500000 Penalty: 5448.654785
	Iteration 51Q: 3 clusters Score -8279452 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56674 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -8279464.500000 Penalty: 5448.654785
	Iteration 52Q: 3 clusters Score -8279464 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56745 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -8279494.000000 Penalty: 5448.654785
	Iteration 53Q: 3 clusters Score -8279494 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56820 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -8279530.000000 Penalty: 5448.654785
	Iteration 54Q: 3 clusters Score -8279530 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -8279562.500000 Penalty: 5448.654785
	Iteration 55Q: 3 clusters Score -8279562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56949 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -8279558.000000 Penalty: 5448.654785
	Iteration 56Q: 3 clusters Score -8279558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56995 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -8279596.500000 Penalty: 5448.654785
	Iteration 57Q: 3 clusters Score -8279596 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57037 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -8279613.000000 Penalty: 5448.654785
	Iteration 58Q: 3 clusters Score -8279613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57072 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -8279634.500000 Penalty: 5448.654785
	Iteration 59Q: 3 clusters Score -8279634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57100 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -8279634.500000 Penalty: 5448.654785
	Iteration 60F: 3 clusters Score -8279634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57128 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8279640.000000 Penalty: 5448.654785
	Iteration 61Q: 3 clusters Score -8279640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57142 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -8279641.500000 Penalty: 5448.654785
	Iteration 62Q: 3 clusters Score -8279642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -8279641.000000 Penalty: 5448.654785
	Iteration 63Q: 3 clusters Score -8279641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -8279640.000000 Penalty: 5448.654785
	Iteration 64Q: 3 clusters Score -8279640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57177 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -8279642.500000 Penalty: 5448.654785
	Iteration 65Q: 3 clusters Score -8279642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -8279646.000000 Penalty: 5448.654785
	Iteration 66Q: 3 clusters Score -8279646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57201 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -8279646.000000 Penalty: 5448.654785
	Iteration 67Q: 3 clusters Score -8279646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57216 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -8279655.000000 Penalty: 5448.654785
	Iteration 68Q: 3 clusters Score -8279655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57235 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -8279642.000000 Penalty: 5448.654785
	Iteration 69Q: 3 clusters Score -8279642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57252 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8279646.500000 Penalty: 5448.654785
	Iteration 70Q: 3 clusters Score -8279646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57268 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -8279654.500000 Penalty: 5448.654785
	Iteration 71Q: 3 clusters Score -8279654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -8279649.500000 Penalty: 5448.654785
	Iteration 72Q: 3 clusters Score -8279650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57285 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -8279645.500000 Penalty: 5448.654785
	Iteration 73Q: 3 clusters Score -8279646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8279645.000000 Penalty: 5448.654785
	Iteration 74Q: 3 clusters Score -8279645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57312 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -8279645.000000 Penalty: 5448.654785
	Iteration 75Q: 3 clusters Score -8279645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57323 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -8279649.500000 Penalty: 5448.654785
	Iteration 76Q: 3 clusters Score -8279650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57331 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -8279648.500000 Penalty: 5448.654785
	Iteration 77Q: 3 clusters Score -8279648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57340 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -8279657.000000 Penalty: 5448.654785
	Iteration 78Q: 3 clusters Score -8279657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57355 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -8279659.500000 Penalty: 5448.654785
	Iteration 79Q: 3 clusters Score -8279660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -8279659.000000 Penalty: 5448.654785
	Iteration 80F: 3 clusters Score -8279659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8279655.500000 Penalty: 5448.654785
	Iteration 81Q: 3 clusters Score -8279656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57394 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8279668.000000 Penalty: 5448.654785
	Iteration 82Q: 3 clusters Score -8279668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57405 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8279669.500000 Penalty: 5448.654785
	Iteration 83Q: 3 clusters Score -8279670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57412 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -8279681.500000 Penalty: 5448.654785
	Iteration 84Q: 3 clusters Score -8279682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57422 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -8279680.000000 Penalty: 5448.654785
	Iteration 85Q: 3 clusters Score -8279680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57431 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8279699.500000 Penalty: 5448.654785
	Iteration 86Q: 3 clusters Score -8279700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -8279709.000000 Penalty: 5448.654785
	Iteration 87Q: 3 clusters Score -8279709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57452 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -8279709.000000 Penalty: 5448.654785
	Iteration 88Q: 3 clusters Score -8279709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57459 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8279715.000000 Penalty: 5448.654785
	Iteration 89Q: 3 clusters Score -8279715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57461 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -8279719.500000 Penalty: 5448.654785
	Iteration 90Q: 3 clusters Score -8279720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57464 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8279717.500000 Penalty: 5448.654785
	Iteration 91Q: 3 clusters Score -8279718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -8279712.500000 Penalty: 5448.654785
	Iteration 92Q: 3 clusters Score -8279712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57468 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8279715.000000 Penalty: 5448.654785
	Iteration 93Q: 3 clusters Score -8279715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57471 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -8279720.000000 Penalty: 5448.654785
	Iteration 94Q: 3 clusters Score -8279720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57472 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8279718.000000 Penalty: 5448.654785
	Iteration 95Q: 3 clusters Score -8279718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57473 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -8279713.000000 Penalty: 5448.654785
	Iteration 96Q: 3 clusters Score -8279713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57474 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8279720.000000 Penalty: 5448.654785
	Iteration 97Q: 3 clusters Score -8279720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57474 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8279720.000000 Penalty: 5448.654785
	Iteration 98F: 3 clusters Score -8279720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Entering Unmasked Estep 
Score: -822744.812500 Penalty: 2161.660156
	Iteration 0F: 2 clusters Score -822744.8 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 3064 members 
Entering Unmasked Estep 
Score: -817584.875000 Penalty: 4323.320312
	Iteration 0F: 3 clusters Score -817584.9 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -819109.187500 Penalty: 4323.320312
	Iteration 1F: 3 clusters Score -819109.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -819417.375000 Penalty: 4323.320312
	Iteration 2F: 3 clusters Score -819417.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -819704.250000 Penalty: 4323.320312
	Iteration 3F: 3 clusters Score -819704.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -820104.187500 Penalty: 4323.320312
	Iteration 4F: 3 clusters Score -820104.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -820692.437500 Penalty: 4323.320312
	Iteration 5F: 3 clusters Score -820692.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -821417.500000 Penalty: 4323.320312
	Iteration 6F: 3 clusters Score -821417.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -822162.250000 Penalty: 4323.320312
	Iteration 7F: 3 clusters Score -822162.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -822851.437500 Penalty: 4323.320312
	Iteration 8F: 3 clusters Score -822851.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -823275.500000 Penalty: 4323.320312
	Iteration 9Q: 3 clusters Score -823275.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -823388.187500 Penalty: 4323.320312
	Iteration 10Q: 3 clusters Score -823388.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -823427.125000 Penalty: 4323.320312
	Iteration 11Q: 3 clusters Score -823427.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -823444.437500 Penalty: 4323.320312
	Iteration 12Q: 3 clusters Score -823444.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -823452.687500 Penalty: 4323.320312
	Iteration 13Q: 3 clusters Score -823452.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -823456.125000 Penalty: 4323.320312
	Iteration 14Q: 3 clusters Score -823456.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -823457.875000 Penalty: 4323.320312
	Iteration 15Q: 3 clusters Score -823457.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -823457.812500 Penalty: 4323.320312
	Iteration 16Q: 3 clusters Score -823457.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -823457.812500 Penalty: 4323.320312
	Iteration 17F: 3 clusters Score -823457.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58994 members 
Mstep: Class 2 contains 4007 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200354 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11104 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143408 members 
Mstep: Class 19 contains 155409 members 
Mstep: Class 20 contains 32313 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38512 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48202 members 
Mstep: Class 25 contains 68460 members 
Mstep: Class 26 contains 43172 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48148 members 
Mstep: Class 30 contains 296 members 
Mstep: Class 31 contains 2095 members 
Entering Unmasked Estep 
Score: -142953712.000000 Penalty: 106614.398438
Splitting cluster 2 changes total score from -142954512.000000 to -142953712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (23540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Entering Unmasked Estep 
Score: -3063687.750000 Penalty: 2496.481201
	Iteration 0F: 2 clusters Score -3063688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3047150.000000 Penalty: 4992.962402
	Iteration 0F: 3 clusters Score -3047150 nChanged 10594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -3053047.750000 Penalty: 4992.962402
	Iteration 1F: 3 clusters Score -3053048 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -3053556.250000 Penalty: 4992.962402
	Iteration 2F: 3 clusters Score -3053556 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -3054001.750000 Penalty: 4992.962402
	Iteration 3Q: 3 clusters Score -3054002 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -3054406.250000 Penalty: 4992.962402
	Iteration 4Q: 3 clusters Score -3054406 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -3054810.000000 Penalty: 4992.962402
	Iteration 5Q: 3 clusters Score -3054810 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -3055250.000000 Penalty: 4992.962402
	Iteration 6Q: 3 clusters Score -3055250 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -3055653.000000 Penalty: 4992.962402
	Iteration 7Q: 3 clusters Score -3055653 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -3056105.500000 Penalty: 4992.962402
	Iteration 8Q: 3 clusters Score -3056106 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -3056595.250000 Penalty: 4992.962402
	Iteration 9Q: 3 clusters Score -3056595 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -3057149.500000 Penalty: 4992.962402
	Iteration 10Q: 3 clusters Score -3057150 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -3057711.000000 Penalty: 4992.962402
	Iteration 11Q: 3 clusters Score -3057711 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -3058221.750000 Penalty: 4992.962402
	Iteration 12Q: 3 clusters Score -3058222 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -3058678.500000 Penalty: 4992.962402
	Iteration 13Q: 3 clusters Score -3058678 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -3059003.250000 Penalty: 4992.962402
	Iteration 14Q: 3 clusters Score -3059003 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -3059218.500000 Penalty: 4992.962402
	Iteration 15Q: 3 clusters Score -3059218 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -3059381.500000 Penalty: 4992.962402
	Iteration 16Q: 3 clusters Score -3059382 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -3059536.000000 Penalty: 4992.962402
	Iteration 17Q: 3 clusters Score -3059536 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -3059618.750000 Penalty: 4992.962402
	Iteration 18Q: 3 clusters Score -3059619 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -3059663.750000 Penalty: 4992.962402
	Iteration 19Q: 3 clusters Score -3059664 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -3059707.000000 Penalty: 4992.962402
	Iteration 20F: 3 clusters Score -3059707 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -3059751.000000 Penalty: 4992.962402
	Iteration 21Q: 3 clusters Score -3059751 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3059770.250000 Penalty: 4992.962402
	Iteration 22Q: 3 clusters Score -3059770 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -3059805.000000 Penalty: 4992.962402
	Iteration 23Q: 3 clusters Score -3059805 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -3059820.500000 Penalty: 4992.962402
	Iteration 24Q: 3 clusters Score -3059820 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -3059838.250000 Penalty: 4992.962402
	Iteration 25Q: 3 clusters Score -3059838 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -3059853.750000 Penalty: 4992.962402
	Iteration 26Q: 3 clusters Score -3059854 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -3059874.250000 Penalty: 4992.962402
	Iteration 27Q: 3 clusters Score -3059874 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -3059880.250000 Penalty: 4992.962402
	Iteration 28Q: 3 clusters Score -3059880 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -3059894.500000 Penalty: 4992.962402
	Iteration 29Q: 3 clusters Score -3059894 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -3059906.250000 Penalty: 4992.962402
	Iteration 30Q: 3 clusters Score -3059906 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -3059927.750000 Penalty: 4992.962402
	Iteration 31Q: 3 clusters Score -3059928 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -3059932.000000 Penalty: 4992.962402
	Iteration 32Q: 3 clusters Score -3059932 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -3059944.750000 Penalty: 4992.962402
	Iteration 33Q: 3 clusters Score -3059945 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -3059952.500000 Penalty: 4992.962402
	Iteration 34Q: 3 clusters Score -3059952 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -3059960.000000 Penalty: 4992.962402
	Iteration 35Q: 3 clusters Score -3059960 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -3059971.250000 Penalty: 4992.962402
	Iteration 36Q: 3 clusters Score -3059971 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -3059983.750000 Penalty: 4992.962402
	Iteration 37Q: 3 clusters Score -3059984 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -3060001.000000 Penalty: 4992.962402
	Iteration 38Q: 3 clusters Score -3060001 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -3060005.250000 Penalty: 4992.962402
	Iteration 39Q: 3 clusters Score -3060005 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -3060012.750000 Penalty: 4992.962402
	Iteration 40F: 3 clusters Score -3060013 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -3060019.750000 Penalty: 4992.962402
	Iteration 41Q: 3 clusters Score -3060020 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -3060032.000000 Penalty: 4992.962402
	Iteration 42Q: 3 clusters Score -3060032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -3060031.250000 Penalty: 4992.962402
	Iteration 43Q: 3 clusters Score -3060031 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -3060036.250000 Penalty: 4992.962402
	Iteration 44Q: 3 clusters Score -3060036 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -3060049.500000 Penalty: 4992.962402
	Iteration 45Q: 3 clusters Score -3060050 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -3060055.250000 Penalty: 4992.962402
	Iteration 46Q: 3 clusters Score -3060055 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -3060065.000000 Penalty: 4992.962402
	Iteration 47Q: 3 clusters Score -3060065 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -3060065.250000 Penalty: 4992.962402
	Iteration 48Q: 3 clusters Score -3060065 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -3060074.250000 Penalty: 4992.962402
	Iteration 49Q: 3 clusters Score -3060074 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3060081.000000 Penalty: 4992.962402
	Iteration 50Q: 3 clusters Score -3060081 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -3060098.500000 Penalty: 4992.962402
	Iteration 51Q: 3 clusters Score -3060098 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -3060118.250000 Penalty: 4992.962402
	Iteration 52Q: 3 clusters Score -3060118 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -3060138.250000 Penalty: 4992.962402
	Iteration 53Q: 3 clusters Score -3060138 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -3060149.000000 Penalty: 4992.962402
	Iteration 54Q: 3 clusters Score -3060149 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -3060154.500000 Penalty: 4992.962402
	Iteration 55Q: 3 clusters Score -3060154 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -3060173.000000 Penalty: 4992.962402
	Iteration 56Q: 3 clusters Score -3060173 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -3060192.750000 Penalty: 4992.962402
	Iteration 57Q: 3 clusters Score -3060193 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -3060198.000000 Penalty: 4992.962402
	Iteration 58Q: 3 clusters Score -3060198 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -3060213.750000 Penalty: 4992.962402
	Iteration 59Q: 3 clusters Score -3060214 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -3060227.000000 Penalty: 4992.962402
	Iteration 60F: 3 clusters Score -3060227 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -3060249.000000 Penalty: 4992.962402
	Iteration 61Q: 3 clusters Score -3060249 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -3060256.250000 Penalty: 4992.962402
	Iteration 62Q: 3 clusters Score -3060256 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -3060264.250000 Penalty: 4992.962402
	Iteration 63Q: 3 clusters Score -3060264 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -3060280.250000 Penalty: 4992.962402
	Iteration 64Q: 3 clusters Score -3060280 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -3060291.500000 Penalty: 4992.962402
	Iteration 65Q: 3 clusters Score -3060292 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -3060310.750000 Penalty: 4992.962402
	Iteration 66Q: 3 clusters Score -3060311 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -3060319.250000 Penalty: 4992.962402
	Iteration 67Q: 3 clusters Score -3060319 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -3060329.000000 Penalty: 4992.962402
	Iteration 68Q: 3 clusters Score -3060329 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -3060350.000000 Penalty: 4992.962402
	Iteration 69Q: 3 clusters Score -3060350 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -3060360.500000 Penalty: 4992.962402
	Iteration 70Q: 3 clusters Score -3060360 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -3060370.250000 Penalty: 4992.962402
	Iteration 71Q: 3 clusters Score -3060370 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -3060385.000000 Penalty: 4992.962402
	Iteration 72Q: 3 clusters Score -3060385 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -3060392.750000 Penalty: 4992.962402
	Iteration 73Q: 3 clusters Score -3060393 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -3060405.250000 Penalty: 4992.962402
	Iteration 74Q: 3 clusters Score -3060405 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -3060414.250000 Penalty: 4992.962402
	Iteration 75Q: 3 clusters Score -3060414 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -3060434.500000 Penalty: 4992.962402
	Iteration 76Q: 3 clusters Score -3060434 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -3060457.500000 Penalty: 4992.962402
	Iteration 77Q: 3 clusters Score -3060458 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -3060476.000000 Penalty: 4992.962402
	Iteration 78Q: 3 clusters Score -3060476 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -3060508.750000 Penalty: 4992.962402
	Iteration 79Q: 3 clusters Score -3060509 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -3060523.750000 Penalty: 4992.962402
	Iteration 80F: 3 clusters Score -3060524 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -3060561.000000 Penalty: 4992.962402
	Iteration 81Q: 3 clusters Score -3060561 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -3060579.750000 Penalty: 4992.962402
	Iteration 82Q: 3 clusters Score -3060580 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -3060604.000000 Penalty: 4992.962402
	Iteration 83Q: 3 clusters Score -3060604 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -3060630.250000 Penalty: 4992.962402
	Iteration 84Q: 3 clusters Score -3060630 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -3060669.250000 Penalty: 4992.962402
	Iteration 85Q: 3 clusters Score -3060669 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -3060698.500000 Penalty: 4992.962402
	Iteration 86Q: 3 clusters Score -3060698 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -3060732.250000 Penalty: 4992.962402
	Iteration 87Q: 3 clusters Score -3060732 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -3060764.000000 Penalty: 4992.962402
	Iteration 88Q: 3 clusters Score -3060764 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -3060802.500000 Penalty: 4992.962402
	Iteration 89Q: 3 clusters Score -3060802 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -3060851.750000 Penalty: 4992.962402
	Iteration 90Q: 3 clusters Score -3060852 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3060890.500000 Penalty: 4992.962402
	Iteration 91Q: 3 clusters Score -3060890 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3060951.500000 Penalty: 4992.962402
	Iteration 92Q: 3 clusters Score -3060952 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3060994.500000 Penalty: 4992.962402
	Iteration 93Q: 3 clusters Score -3060994 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3061061.750000 Penalty: 4992.962402
	Iteration 94Q: 3 clusters Score -3061062 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3061123.250000 Penalty: 4992.962402
	Iteration 95Q: 3 clusters Score -3061123 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3061189.250000 Penalty: 4992.962402
	Iteration 96Q: 3 clusters Score -3061189 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3061279.750000 Penalty: 4992.962402
	Iteration 97Q: 3 clusters Score -3061280 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3061380.500000 Penalty: 4992.962402
	Iteration 98Q: 3 clusters Score -3061380 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3061465.750000 Penalty: 4992.962402
	Iteration 99Q: 3 clusters Score -3061466 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3061545.500000 Penalty: 4992.962402
	Iteration 100F: 3 clusters Score -3061546 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3061641.750000 Penalty: 4992.962402
	Iteration 101Q: 3 clusters Score -3061642 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3061722.750000 Penalty: 4992.962402
	Iteration 102Q: 3 clusters Score -3061723 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3061782.000000 Penalty: 4992.962402
	Iteration 103Q: 3 clusters Score -3061782 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3061827.750000 Penalty: 4992.962402
	Iteration 104Q: 3 clusters Score -3061828 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3061870.500000 Penalty: 4992.962402
	Iteration 105Q: 3 clusters Score -3061870 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3061894.250000 Penalty: 4992.962402
	Iteration 106Q: 3 clusters Score -3061894 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3061914.500000 Penalty: 4992.962402
	Iteration 107Q: 3 clusters Score -3061914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3061927.000000 Penalty: 4992.962402
	Iteration 108Q: 3 clusters Score -3061927 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3061940.250000 Penalty: 4992.962402
	Iteration 109Q: 3 clusters Score -3061940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3061951.000000 Penalty: 4992.962402
	Iteration 110Q: 3 clusters Score -3061951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3061965.750000 Penalty: 4992.962402
	Iteration 111Q: 3 clusters Score -3061966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3061970.250000 Penalty: 4992.962402
	Iteration 112Q: 3 clusters Score -3061970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3061986.000000 Penalty: 4992.962402
	Iteration 113Q: 3 clusters Score -3061986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3061987.000000 Penalty: 4992.962402
	Iteration 114Q: 3 clusters Score -3061987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3061991.000000 Penalty: 4992.962402
	Iteration 115Q: 3 clusters Score -3061991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3061988.750000 Penalty: 4992.962402
	Iteration 116Q: 3 clusters Score -3061989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3061992.250000 Penalty: 4992.962402
	Iteration 117Q: 3 clusters Score -3061992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3061998.500000 Penalty: 4992.962402
	Iteration 118Q: 3 clusters Score -3061998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3062004.500000 Penalty: 4992.962402
	Iteration 119Q: 3 clusters Score -3062004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3062002.250000 Penalty: 4992.962402
	Iteration 120F: 3 clusters Score -3062002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3062005.500000 Penalty: 4992.962402
	Iteration 121Q: 3 clusters Score -3062006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3062004.250000 Penalty: 4992.962402
	Iteration 122Q: 3 clusters Score -3062004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3062009.500000 Penalty: 4992.962402
	Iteration 123Q: 3 clusters Score -3062010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3062008.250000 Penalty: 4992.962402
	Iteration 124Q: 3 clusters Score -3062008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3062017.000000 Penalty: 4992.962402
	Iteration 125Q: 3 clusters Score -3062017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3062016.000000 Penalty: 4992.962402
	Iteration 126Q: 3 clusters Score -3062016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3062011.250000 Penalty: 4992.962402
	Iteration 127Q: 3 clusters Score -3062011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3062014.000000 Penalty: 4992.962402
	Iteration 128Q: 3 clusters Score -3062014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3062014.500000 Penalty: 4992.962402
	Iteration 129Q: 3 clusters Score -3062014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3062014.750000 Penalty: 4992.962402
	Iteration 130Q: 3 clusters Score -3062015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3062011.250000 Penalty: 4992.962402
	Iteration 131Q: 3 clusters Score -3062011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3062011.250000 Penalty: 4992.962402
	Iteration 132F: 3 clusters Score -3062011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Entering Unmasked Estep 
Score: -1979446.375000 Penalty: 2376.055420
	Iteration 0F: 2 clusters Score -1979446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1968910.250000 Penalty: 4752.110840
	Iteration 0F: 3 clusters Score -1968910 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1972468.625000 Penalty: 4752.110840
	Iteration 1F: 3 clusters Score -1972469 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1973621.875000 Penalty: 4752.110840
	Iteration 2F: 3 clusters Score -1973622 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1975021.250000 Penalty: 4752.110840
	Iteration 3F: 3 clusters Score -1975021 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1976252.250000 Penalty: 4752.110840
	Iteration 4F: 3 clusters Score -1976252 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1977079.875000 Penalty: 4752.110840
	Iteration 5F: 3 clusters Score -1977080 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1977554.000000 Penalty: 4752.110840
	Iteration 6F: 3 clusters Score -1977554 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1977836.500000 Penalty: 4752.110840
	Iteration 7Q: 3 clusters Score -1977836 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1978052.375000 Penalty: 4752.110840
	Iteration 8Q: 3 clusters Score -1978052 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1978233.750000 Penalty: 4752.110840
	Iteration 9Q: 3 clusters Score -1978234 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1978391.500000 Penalty: 4752.110840
	Iteration 10Q: 3 clusters Score -1978392 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1978501.500000 Penalty: 4752.110840
	Iteration 11Q: 3 clusters Score -1978502 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1978599.125000 Penalty: 4752.110840
	Iteration 12Q: 3 clusters Score -1978599 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1978656.625000 Penalty: 4752.110840
	Iteration 13Q: 3 clusters Score -1978657 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1978705.250000 Penalty: 4752.110840
	Iteration 14Q: 3 clusters Score -1978705 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1978744.000000 Penalty: 4752.110840
	Iteration 15Q: 3 clusters Score -1978744 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1978762.000000 Penalty: 4752.110840
	Iteration 16Q: 3 clusters Score -1978762 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1978779.375000 Penalty: 4752.110840
	Iteration 17Q: 3 clusters Score -1978779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1978794.125000 Penalty: 4752.110840
	Iteration 18Q: 3 clusters Score -1978794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1978802.125000 Penalty: 4752.110840
	Iteration 19Q: 3 clusters Score -1978802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1978809.625000 Penalty: 4752.110840
	Iteration 20F: 3 clusters Score -1978810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1978816.000000 Penalty: 4752.110840
	Iteration 21Q: 3 clusters Score -1978816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1978834.500000 Penalty: 4752.110840
	Iteration 22Q: 3 clusters Score -1978834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1978844.250000 Penalty: 4752.110840
	Iteration 23Q: 3 clusters Score -1978844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1978861.000000 Penalty: 4752.110840
	Iteration 24Q: 3 clusters Score -1978861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1978877.375000 Penalty: 4752.110840
	Iteration 25Q: 3 clusters Score -1978877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1978886.250000 Penalty: 4752.110840
	Iteration 26Q: 3 clusters Score -1978886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1978899.875000 Penalty: 4752.110840
	Iteration 27Q: 3 clusters Score -1978900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1978922.125000 Penalty: 4752.110840
	Iteration 28Q: 3 clusters Score -1978922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1978955.250000 Penalty: 4752.110840
	Iteration 29Q: 3 clusters Score -1978955 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1979002.375000 Penalty: 4752.110840
	Iteration 30Q: 3 clusters Score -1979002 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1979028.250000 Penalty: 4752.110840
	Iteration 31Q: 3 clusters Score -1979028 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1979060.500000 Penalty: 4752.110840
	Iteration 32Q: 3 clusters Score -1979060 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1979087.625000 Penalty: 4752.110840
	Iteration 33Q: 3 clusters Score -1979088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1979099.375000 Penalty: 4752.110840
	Iteration 34Q: 3 clusters Score -1979099 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1979116.750000 Penalty: 4752.110840
	Iteration 35Q: 3 clusters Score -1979117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1979129.000000 Penalty: 4752.110840
	Iteration 36Q: 3 clusters Score -1979129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1979137.000000 Penalty: 4752.110840
	Iteration 37Q: 3 clusters Score -1979137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1979145.750000 Penalty: 4752.110840
	Iteration 38Q: 3 clusters Score -1979146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1979153.500000 Penalty: 4752.110840
	Iteration 39Q: 3 clusters Score -1979154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1979153.875000 Penalty: 4752.110840
	Iteration 40F: 3 clusters Score -1979154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1979153.625000 Penalty: 4752.110840
	Iteration 41Q: 3 clusters Score -1979154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1979157.000000 Penalty: 4752.110840
	Iteration 42Q: 3 clusters Score -1979157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1979158.250000 Penalty: 4752.110840
	Iteration 43Q: 3 clusters Score -1979158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1979158.250000 Penalty: 4752.110840
	Iteration 44F: 3 clusters Score -1979158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Entering Unmasked Estep 
Score: -6852514.500000 Penalty: 2682.589844
	Iteration 0F: 2 clusters Score -6852514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -6818872.500000 Penalty: 5365.179688
	Iteration 0F: 3 clusters Score -6818872 nChanged 23179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -6831750.000000 Penalty: 5365.179688
	Iteration 1F: 3 clusters Score -6831750 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -6832520.000000 Penalty: 5365.179688
	Iteration 2Q: 3 clusters Score -6832520 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -6833371.500000 Penalty: 5365.179688
	Iteration 3Q: 3 clusters Score -6833372 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -6834588.500000 Penalty: 5365.179688
	Iteration 4F: 3 clusters Score -6834588 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -6836117.500000 Penalty: 5365.179688
	Iteration 5F: 3 clusters Score -6836118 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -6838085.500000 Penalty: 5365.179688
	Iteration 6F: 3 clusters Score -6838086 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -6840409.500000 Penalty: 5365.179688
	Iteration 7F: 3 clusters Score -6840410 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -6842780.000000 Penalty: 5365.179688
	Iteration 8F: 3 clusters Score -6842780 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -6844831.000000 Penalty: 5365.179688
	Iteration 9F: 3 clusters Score -6844831 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -6846597.000000 Penalty: 5365.179688
	Iteration 10Q: 3 clusters Score -6846597 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -6848315.000000 Penalty: 5365.179688
	Iteration 11Q: 3 clusters Score -6848315 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -6849832.500000 Penalty: 5365.179688
	Iteration 12Q: 3 clusters Score -6849832 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -6851075.000000 Penalty: 5365.179688
	Iteration 13Q: 3 clusters Score -6851075 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -6851734.000000 Penalty: 5365.179688
	Iteration 14Q: 3 clusters Score -6851734 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -6851995.000000 Penalty: 5365.179688
	Iteration 15Q: 3 clusters Score -6851995 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -6852161.000000 Penalty: 5365.179688
	Iteration 16Q: 3 clusters Score -6852161 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -6852250.500000 Penalty: 5365.179688
	Iteration 17Q: 3 clusters Score -6852250 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -6852302.000000 Penalty: 5365.179688
	Iteration 18Q: 3 clusters Score -6852302 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -6852350.500000 Penalty: 5365.179688
	Iteration 19Q: 3 clusters Score -6852350 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -6852387.500000 Penalty: 5365.179688
	Iteration 20F: 3 clusters Score -6852388 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -6852410.500000 Penalty: 5365.179688
	Iteration 21Q: 3 clusters Score -6852410 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -6852436.500000 Penalty: 5365.179688
	Iteration 22Q: 3 clusters Score -6852436 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -6852434.000000 Penalty: 5365.179688
	Iteration 23Q: 3 clusters Score -6852434 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -6852439.000000 Penalty: 5365.179688
	Iteration 24Q: 3 clusters Score -6852439 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -6852463.500000 Penalty: 5365.179688
	Iteration 25Q: 3 clusters Score -6852464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -6852476.500000 Penalty: 5365.179688
	Iteration 26Q: 3 clusters Score -6852476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -6852477.500000 Penalty: 5365.179688
	Iteration 27Q: 3 clusters Score -6852478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -6852487.000000 Penalty: 5365.179688
	Iteration 28Q: 3 clusters Score -6852487 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -6852492.000000 Penalty: 5365.179688
	Iteration 29Q: 3 clusters Score -6852492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -6852511.000000 Penalty: 5365.179688
	Iteration 30Q: 3 clusters Score -6852511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -6852493.500000 Penalty: 5365.179688
	Iteration 31Q: 3 clusters Score -6852494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -6852501.000000 Penalty: 5365.179688
	Iteration 32Q: 3 clusters Score -6852501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -6852503.000000 Penalty: 5365.179688
	Iteration 33Q: 3 clusters Score -6852503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -6852504.500000 Penalty: 5365.179688
	Iteration 34Q: 3 clusters Score -6852504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -6852505.000000 Penalty: 5365.179688
	Iteration 35Q: 3 clusters Score -6852505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -6852505.000000 Penalty: 5365.179688
	Iteration 36Q: 3 clusters Score -6852505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -6852505.000000 Penalty: 5365.179688
	Iteration 37Q: 3 clusters Score -6852505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -6852503.000000 Penalty: 5365.179688
	Iteration 38Q: 3 clusters Score -6852503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -6852504.000000 Penalty: 5365.179688
	Iteration 39Q: 3 clusters Score -6852504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -6852516.000000 Penalty: 5365.179688
	Iteration 40F: 3 clusters Score -6852516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -6852509.500000 Penalty: 5365.179688
	Iteration 41Q: 3 clusters Score -6852510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -6852504.500000 Penalty: 5365.179688
	Iteration 42Q: 3 clusters Score -6852504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -6852505.500000 Penalty: 5365.179688
	Iteration 43Q: 3 clusters Score -6852506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -6852505.500000 Penalty: 5365.179688
	Iteration 44F: 3 clusters Score -6852506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Entering Unmasked Estep 
Score: -537302.062500 Penalty: 2056.241455
	Iteration 0F: 2 clusters Score -537302.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -533442.562500 Penalty: 4112.482910
	Iteration 0F: 3 clusters Score -533442.6 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -534428.062500 Penalty: 4112.482910
	Iteration 1F: 3 clusters Score -534428.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -534776.625000 Penalty: 4112.482910
	Iteration 2F: 3 clusters Score -534776.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -535093.812500 Penalty: 4112.482910
	Iteration 3F: 3 clusters Score -535093.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -535389.437500 Penalty: 4112.482910
	Iteration 4F: 3 clusters Score -535389.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -535592.125000 Penalty: 4112.482910
	Iteration 5F: 3 clusters Score -535592.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -535785.937500 Penalty: 4112.482910
	Iteration 6F: 3 clusters Score -535785.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -535973.000000 Penalty: 4112.482910
	Iteration 7Q: 3 clusters Score -535973 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -536141.500000 Penalty: 4112.482910
	Iteration 8Q: 3 clusters Score -536141.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -536280.812500 Penalty: 4112.482910
	Iteration 9Q: 3 clusters Score -536280.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -536381.375000 Penalty: 4112.482910
	Iteration 10Q: 3 clusters Score -536381.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -536456.000000 Penalty: 4112.482910
	Iteration 11Q: 3 clusters Score -536456 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -536518.312500 Penalty: 4112.482910
	Iteration 12Q: 3 clusters Score -536518.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -536569.687500 Penalty: 4112.482910
	Iteration 13Q: 3 clusters Score -536569.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -536604.875000 Penalty: 4112.482910
	Iteration 14Q: 3 clusters Score -536604.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -536625.875000 Penalty: 4112.482910
	Iteration 15Q: 3 clusters Score -536625.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -536649.875000 Penalty: 4112.482910
	Iteration 16Q: 3 clusters Score -536649.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -536669.437500 Penalty: 4112.482910
	Iteration 17Q: 3 clusters Score -536669.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -536684.187500 Penalty: 4112.482910
	Iteration 18Q: 3 clusters Score -536684.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -536708.062500 Penalty: 4112.482910
	Iteration 19Q: 3 clusters Score -536708.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -536740.687500 Penalty: 4112.482910
	Iteration 20F: 3 clusters Score -536740.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -536783.062500 Penalty: 4112.482910
	Iteration 21Q: 3 clusters Score -536783.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -536836.437500 Penalty: 4112.482910
	Iteration 22Q: 3 clusters Score -536836.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -536907.375000 Penalty: 4112.482910
	Iteration 23Q: 3 clusters Score -536907.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -536979.562500 Penalty: 4112.482910
	Iteration 24Q: 3 clusters Score -536979.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -537020.750000 Penalty: 4112.482910
	Iteration 25Q: 3 clusters Score -537020.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -537052.562500 Penalty: 4112.482910
	Iteration 26Q: 3 clusters Score -537052.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -537069.500000 Penalty: 4112.482910
	Iteration 27Q: 3 clusters Score -537069.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -537080.937500 Penalty: 4112.482910
	Iteration 28Q: 3 clusters Score -537080.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -537091.687500 Penalty: 4112.482910
	Iteration 29Q: 3 clusters Score -537091.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -537103.500000 Penalty: 4112.482910
	Iteration 30Q: 3 clusters Score -537103.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -537110.187500 Penalty: 4112.482910
	Iteration 31Q: 3 clusters Score -537110.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -537115.812500 Penalty: 4112.482910
	Iteration 32Q: 3 clusters Score -537115.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -537122.250000 Penalty: 4112.482910
	Iteration 33Q: 3 clusters Score -537122.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -537128.312500 Penalty: 4112.482910
	Iteration 34Q: 3 clusters Score -537128.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -537131.812500 Penalty: 4112.482910
	Iteration 35Q: 3 clusters Score -537131.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -537133.875000 Penalty: 4112.482910
	Iteration 36Q: 3 clusters Score -537133.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -537135.937500 Penalty: 4112.482910
	Iteration 37Q: 3 clusters Score -537135.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -537140.375000 Penalty: 4112.482910
	Iteration 38Q: 3 clusters Score -537140.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -537144.187500 Penalty: 4112.482910
	Iteration 39Q: 3 clusters Score -537144.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -537153.000000 Penalty: 4112.482910
	Iteration 40F: 3 clusters Score -537153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -537165.812500 Penalty: 4112.482910
	Iteration 41Q: 3 clusters Score -537165.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -537179.437500 Penalty: 4112.482910
	Iteration 42Q: 3 clusters Score -537179.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -537197.562500 Penalty: 4112.482910
	Iteration 43Q: 3 clusters Score -537197.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -537213.375000 Penalty: 4112.482910
	Iteration 44Q: 3 clusters Score -537213.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -537231.625000 Penalty: 4112.482910
	Iteration 45Q: 3 clusters Score -537231.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -537240.937500 Penalty: 4112.482910
	Iteration 46Q: 3 clusters Score -537240.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -537251.125000 Penalty: 4112.482910
	Iteration 47Q: 3 clusters Score -537251.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -537262.437500 Penalty: 4112.482910
	Iteration 48Q: 3 clusters Score -537262.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -537271.437500 Penalty: 4112.482910
	Iteration 49Q: 3 clusters Score -537271.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -537278.687500 Penalty: 4112.482910
	Iteration 50Q: 3 clusters Score -537278.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -537287.437500 Penalty: 4112.482910
	Iteration 51Q: 3 clusters Score -537287.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -537299.687500 Penalty: 4112.482910
	Iteration 52Q: 3 clusters Score -537299.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -537306.687500 Penalty: 4112.482910
	Iteration 53Q: 3 clusters Score -537306.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -537309.125000 Penalty: 4112.482910
	Iteration 54Q: 3 clusters Score -537309.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -537312.250000 Penalty: 4112.482910
	Iteration 55Q: 3 clusters Score -537312.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -537312.187500 Penalty: 4112.482910
	Iteration 56Q: 3 clusters Score -537312.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -537312.875000 Penalty: 4112.482910
	Iteration 57Q: 3 clusters Score -537312.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -537313.000000 Penalty: 4112.482910
	Iteration 58Q: 3 clusters Score -537313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -537313.937500 Penalty: 4112.482910
	Iteration 59Q: 3 clusters Score -537313.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -537313.375000 Penalty: 4112.482910
	Iteration 60F: 3 clusters Score -537313.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58994 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 1359 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200354 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11104 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143408 members 
Mstep: Class 19 contains 155409 members 
Mstep: Class 20 contains 32313 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38512 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48202 members 
Mstep: Class 25 contains 68460 members 
Mstep: Class 26 contains 43172 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48148 members 
Mstep: Class 30 contains 296 members 
Mstep: Class 31 contains 2630 members 
Entering Unmasked Estep 
Score: -142953312.000000 Penalty: 106614.398438
Splitting cluster 6 changes total score from -142954512.000000 to -142953312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (15568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Entering Unmasked Estep 
Score: -2118745.250000 Penalty: 2393.937256
	Iteration 0F: 2 clusters Score -2118745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2107585.500000 Penalty: 4787.874512
	Iteration 0F: 3 clusters Score -2107586 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2111296.250000 Penalty: 4787.874512
	Iteration 1F: 3 clusters Score -2111296 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2111928.000000 Penalty: 4787.874512
	Iteration 2F: 3 clusters Score -2111928 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2112537.750000 Penalty: 4787.874512
	Iteration 3F: 3 clusters Score -2112538 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2113144.250000 Penalty: 4787.874512
	Iteration 4F: 3 clusters Score -2113144 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2113686.250000 Penalty: 4787.874512
	Iteration 5F: 3 clusters Score -2113686 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2114158.750000 Penalty: 4787.874512
	Iteration 6F: 3 clusters Score -2114159 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2114567.000000 Penalty: 4787.874512
	Iteration 7Q: 3 clusters Score -2114567 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2114877.000000 Penalty: 4787.874512
	Iteration 8Q: 3 clusters Score -2114877 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2115112.250000 Penalty: 4787.874512
	Iteration 9Q: 3 clusters Score -2115112 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2115305.250000 Penalty: 4787.874512
	Iteration 10Q: 3 clusters Score -2115305 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2115482.500000 Penalty: 4787.874512
	Iteration 11Q: 3 clusters Score -2115482 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2115620.750000 Penalty: 4787.874512
	Iteration 12Q: 3 clusters Score -2115621 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2115765.000000 Penalty: 4787.874512
	Iteration 13Q: 3 clusters Score -2115765 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2115935.000000 Penalty: 4787.874512
	Iteration 14Q: 3 clusters Score -2115935 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2116134.750000 Penalty: 4787.874512
	Iteration 15Q: 3 clusters Score -2116135 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2116331.750000 Penalty: 4787.874512
	Iteration 16Q: 3 clusters Score -2116332 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2116510.500000 Penalty: 4787.874512
	Iteration 17Q: 3 clusters Score -2116510 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2116640.250000 Penalty: 4787.874512
	Iteration 18Q: 3 clusters Score -2116640 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2116744.500000 Penalty: 4787.874512
	Iteration 19Q: 3 clusters Score -2116744 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2116820.750000 Penalty: 4787.874512
	Iteration 20F: 3 clusters Score -2116821 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2116888.000000 Penalty: 4787.874512
	Iteration 21Q: 3 clusters Score -2116888 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2116930.250000 Penalty: 4787.874512
	Iteration 22Q: 3 clusters Score -2116930 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2116960.750000 Penalty: 4787.874512
	Iteration 23Q: 3 clusters Score -2116961 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2116981.250000 Penalty: 4787.874512
	Iteration 24Q: 3 clusters Score -2116981 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2117015.500000 Penalty: 4787.874512
	Iteration 25Q: 3 clusters Score -2117016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2117042.000000 Penalty: 4787.874512
	Iteration 26Q: 3 clusters Score -2117042 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2117068.250000 Penalty: 4787.874512
	Iteration 27Q: 3 clusters Score -2117068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2117091.750000 Penalty: 4787.874512
	Iteration 28Q: 3 clusters Score -2117092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2117115.500000 Penalty: 4787.874512
	Iteration 29Q: 3 clusters Score -2117116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2117133.500000 Penalty: 4787.874512
	Iteration 30Q: 3 clusters Score -2117134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2117131.750000 Penalty: 4787.874512
	Iteration 31Q: 3 clusters Score -2117132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2117136.500000 Penalty: 4787.874512
	Iteration 32Q: 3 clusters Score -2117136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2117148.250000 Penalty: 4787.874512
	Iteration 33Q: 3 clusters Score -2117148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2117154.750000 Penalty: 4787.874512
	Iteration 34Q: 3 clusters Score -2117155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2117154.750000 Penalty: 4787.874512
	Iteration 35Q: 3 clusters Score -2117155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2117155.000000 Penalty: 4787.874512
	Iteration 36Q: 3 clusters Score -2117155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2117164.750000 Penalty: 4787.874512
	Iteration 37Q: 3 clusters Score -2117165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2117170.750000 Penalty: 4787.874512
	Iteration 38Q: 3 clusters Score -2117171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2117170.250000 Penalty: 4787.874512
	Iteration 39Q: 3 clusters Score -2117170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2117174.750000 Penalty: 4787.874512
	Iteration 40F: 3 clusters Score -2117175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2117177.750000 Penalty: 4787.874512
	Iteration 41Q: 3 clusters Score -2117178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2117175.500000 Penalty: 4787.874512
	Iteration 42Q: 3 clusters Score -2117176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2117179.250000 Penalty: 4787.874512
	Iteration 43Q: 3 clusters Score -2117179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2117180.750000 Penalty: 4787.874512
	Iteration 44Q: 3 clusters Score -2117181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2117184.000000 Penalty: 4787.874512
	Iteration 45Q: 3 clusters Score -2117184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2117184.500000 Penalty: 4787.874512
	Iteration 46Q: 3 clusters Score -2117184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2117185.750000 Penalty: 4787.874512
	Iteration 47Q: 3 clusters Score -2117186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2117185.750000 Penalty: 4787.874512
	Iteration 48F: 3 clusters Score -2117186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (200354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200354 members 
Entering Unmasked Estep 
Score: -27846500.000000 Penalty: 3027.544434
	Iteration 0F: 2 clusters Score -2.78465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99619 members 
Mstep: Class 2 contains 100735 members 
Entering Unmasked Estep 
Score: -27721564.000000 Penalty: 6055.088867
	Iteration 0F: 3 clusters Score -2.772156e+07 nChanged 96332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91027 members 
Mstep: Class 2 contains 109327 members 
Entering Unmasked Estep 
Score: -27778226.000000 Penalty: 6055.088867
	Iteration 1F: 3 clusters Score -2.777823e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85835 members 
Mstep: Class 2 contains 114519 members 
Entering Unmasked Estep 
Score: -27780280.000000 Penalty: 6055.088867
	Iteration 2Q: 3 clusters Score -2.778028e+07 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77982 members 
Mstep: Class 2 contains 122372 members 
Entering Unmasked Estep 
Score: -27783938.000000 Penalty: 6055.088867
	Iteration 3Q: 3 clusters Score -2.778394e+07 nChanged 11628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66744 members 
Mstep: Class 2 contains 133610 members 
Entering Unmasked Estep 
Score: -27791028.000000 Penalty: 6055.088867
	Iteration 4F: 3 clusters Score -2.779103e+07 nChanged 14563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 147909 members 
Entering Unmasked Estep 
Score: -27801842.000000 Penalty: 6055.088867
	Iteration 5F: 3 clusters Score -2.780184e+07 nChanged 15403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 163100 members 
Entering Unmasked Estep 
Score: -27814194.000000 Penalty: 6055.088867
	Iteration 6F: 3 clusters Score -2.781419e+07 nChanged 12742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 175596 members 
Entering Unmasked Estep 
Score: -27825242.000000 Penalty: 6055.088867
	Iteration 7F: 3 clusters Score -2.782524e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 183934 members 
Entering Unmasked Estep 
Score: -27832122.000000 Penalty: 6055.088867
	Iteration 8Q: 3 clusters Score -2.783212e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 188895 members 
Entering Unmasked Estep 
Score: -27836332.000000 Penalty: 6055.088867
	Iteration 9Q: 3 clusters Score -2.783633e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 192042 members 
Entering Unmasked Estep 
Score: -27838872.000000 Penalty: 6055.088867
	Iteration 10Q: 3 clusters Score -2.783887e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 194031 members 
Entering Unmasked Estep 
Score: -27840296.000000 Penalty: 6055.088867
	Iteration 11Q: 3 clusters Score -2.78403e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 195379 members 
Entering Unmasked Estep 
Score: -27841336.000000 Penalty: 6055.088867
	Iteration 12Q: 3 clusters Score -2.784134e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 196299 members 
Entering Unmasked Estep 
Score: -27842010.000000 Penalty: 6055.088867
	Iteration 13Q: 3 clusters Score -2.784201e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 196966 members 
Entering Unmasked Estep 
Score: -27842464.000000 Penalty: 6055.088867
	Iteration 14Q: 3 clusters Score -2.784246e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 197417 members 
Entering Unmasked Estep 
Score: -27842702.000000 Penalty: 6055.088867
	Iteration 15Q: 3 clusters Score -2.78427e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 197757 members 
Entering Unmasked Estep 
Score: -27842880.000000 Penalty: 6055.088867
	Iteration 16Q: 3 clusters Score -2.784288e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 198015 members 
Entering Unmasked Estep 
Score: -27843088.000000 Penalty: 6055.088867
	Iteration 17Q: 3 clusters Score -2.784309e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 198240 members 
Entering Unmasked Estep 
Score: -27843264.000000 Penalty: 6055.088867
	Iteration 18Q: 3 clusters Score -2.784326e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 198401 members 
Entering Unmasked Estep 
Score: -27843352.000000 Penalty: 6055.088867
	Iteration 19Q: 3 clusters Score -2.784335e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 198511 members 
Entering Unmasked Estep 
Score: -27843406.000000 Penalty: 6055.088867
	Iteration 20F: 3 clusters Score -2.784341e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 198600 members 
Entering Unmasked Estep 
Score: -27843502.000000 Penalty: 6055.088867
	Iteration 21Q: 3 clusters Score -2.78435e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 198668 members 
Entering Unmasked Estep 
Score: -27843596.000000 Penalty: 6055.088867
	Iteration 22Q: 3 clusters Score -2.78436e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 198731 members 
Entering Unmasked Estep 
Score: -27843616.000000 Penalty: 6055.088867
	Iteration 23Q: 3 clusters Score -2.784362e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 198788 members 
Entering Unmasked Estep 
Score: -27843674.000000 Penalty: 6055.088867
	Iteration 24Q: 3 clusters Score -2.784367e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 198838 members 
Entering Unmasked Estep 
Score: -27843700.000000 Penalty: 6055.088867
	Iteration 25Q: 3 clusters Score -2.78437e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 198872 members 
Entering Unmasked Estep 
Score: -27843718.000000 Penalty: 6055.088867
	Iteration 26Q: 3 clusters Score -2.784372e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 198903 members 
Entering Unmasked Estep 
Score: -27843740.000000 Penalty: 6055.088867
	Iteration 27Q: 3 clusters Score -2.784374e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 198918 members 
Entering Unmasked Estep 
Score: -27843762.000000 Penalty: 6055.088867
	Iteration 28Q: 3 clusters Score -2.784376e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 198937 members 
Entering Unmasked Estep 
Score: -27843786.000000 Penalty: 6055.088867
	Iteration 29Q: 3 clusters Score -2.784379e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 198954 members 
Entering Unmasked Estep 
Score: -27843782.000000 Penalty: 6055.088867
	Iteration 30Q: 3 clusters Score -2.784378e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 198973 members 
Entering Unmasked Estep 
Score: -27843780.000000 Penalty: 6055.088867
	Iteration 31Q: 3 clusters Score -2.784378e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 198988 members 
Entering Unmasked Estep 
Score: -27843796.000000 Penalty: 6055.088867
	Iteration 32Q: 3 clusters Score -2.78438e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 198995 members 
Entering Unmasked Estep 
Score: -27843788.000000 Penalty: 6055.088867
	Iteration 33Q: 3 clusters Score -2.784379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 198997 members 
Entering Unmasked Estep 
Score: -27843794.000000 Penalty: 6055.088867
	Iteration 34Q: 3 clusters Score -2.784379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 199005 members 
Entering Unmasked Estep 
Score: -27843792.000000 Penalty: 6055.088867
	Iteration 35Q: 3 clusters Score -2.784379e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 199017 members 
Entering Unmasked Estep 
Score: -27843794.000000 Penalty: 6055.088867
	Iteration 36Q: 3 clusters Score -2.784379e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 199021 members 
Entering Unmasked Estep 
Score: -27843804.000000 Penalty: 6055.088867
	Iteration 37Q: 3 clusters Score -2.78438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 199024 members 
Entering Unmasked Estep 
Score: -27843798.000000 Penalty: 6055.088867
	Iteration 38Q: 3 clusters Score -2.78438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 199027 members 
Entering Unmasked Estep 
Score: -27843796.000000 Penalty: 6055.088867
	Iteration 39Q: 3 clusters Score -2.78438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 199032 members 
Entering Unmasked Estep 
Score: -27843784.000000 Penalty: 6055.088867
	Iteration 40F: 3 clusters Score -2.784378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 199036 members 
Entering Unmasked Estep 
Score: -27843788.000000 Penalty: 6055.088867
	Iteration 41Q: 3 clusters Score -2.784379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 199038 members 
Entering Unmasked Estep 
Score: -27843790.000000 Penalty: 6055.088867
	Iteration 42Q: 3 clusters Score -2.784379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 199036 members 
Entering Unmasked Estep 
Score: -27843802.000000 Penalty: 6055.088867
	Iteration 43Q: 3 clusters Score -2.78438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 199037 members 
Entering Unmasked Estep 
Score: -27843794.000000 Penalty: 6055.088867
	Iteration 44Q: 3 clusters Score -2.784379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 199041 members 
Entering Unmasked Estep 
Score: -27843784.000000 Penalty: 6055.088867
	Iteration 45Q: 3 clusters Score -2.784378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 199046 members 
Entering Unmasked Estep 
Score: -27843786.000000 Penalty: 6055.088867
	Iteration 46Q: 3 clusters Score -2.784379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 199050 members 
Entering Unmasked Estep 
Score: -27843792.000000 Penalty: 6055.088867
	Iteration 47Q: 3 clusters Score -2.784379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 199051 members 
Entering Unmasked Estep 
Score: -27843780.000000 Penalty: 6055.088867
	Iteration 48Q: 3 clusters Score -2.784378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 199052 members 
Entering Unmasked Estep 
Score: -27843804.000000 Penalty: 6055.088867
	Iteration 49Q: 3 clusters Score -2.78438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 199053 members 
Entering Unmasked Estep 
Score: -27843800.000000 Penalty: 6055.088867
	Iteration 50Q: 3 clusters Score -2.78438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 199053 members 
Entering Unmasked Estep 
Score: -27843800.000000 Penalty: 6055.088867
	Iteration 51F: 3 clusters Score -2.78438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Entering Unmasked Estep 
Score: -708029.500000 Penalty: 2120.075439
	Iteration 0F: 2 clusters Score -708029.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -703426.750000 Penalty: 4240.150879
	Iteration 0F: 3 clusters Score -703426.8 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -704543.062500 Penalty: 4240.150879
	Iteration 1F: 3 clusters Score -704543.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -704773.062500 Penalty: 4240.150879
	Iteration 2F: 3 clusters Score -704773.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -704908.250000 Penalty: 4240.150879
	Iteration 3Q: 3 clusters Score -704908.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -705035.812500 Penalty: 4240.150879
	Iteration 4Q: 3 clusters Score -705035.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -705161.875000 Penalty: 4240.150879
	Iteration 5Q: 3 clusters Score -705161.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -705304.125000 Penalty: 4240.150879
	Iteration 6Q: 3 clusters Score -705304.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -705440.062500 Penalty: 4240.150879
	Iteration 7Q: 3 clusters Score -705440.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -705556.750000 Penalty: 4240.150879
	Iteration 8Q: 3 clusters Score -705556.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -705655.812500 Penalty: 4240.150879
	Iteration 9Q: 3 clusters Score -705655.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -705768.000000 Penalty: 4240.150879
	Iteration 10Q: 3 clusters Score -705768 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -705905.937500 Penalty: 4240.150879
	Iteration 11Q: 3 clusters Score -705905.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -706037.875000 Penalty: 4240.150879
	Iteration 12Q: 3 clusters Score -706037.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -706161.000000 Penalty: 4240.150879
	Iteration 13Q: 3 clusters Score -706161 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -706290.187500 Penalty: 4240.150879
	Iteration 14Q: 3 clusters Score -706290.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -706416.500000 Penalty: 4240.150879
	Iteration 15Q: 3 clusters Score -706416.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -706546.750000 Penalty: 4240.150879
	Iteration 16Q: 3 clusters Score -706546.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -706646.500000 Penalty: 4240.150879
	Iteration 17Q: 3 clusters Score -706646.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -706720.562500 Penalty: 4240.150879
	Iteration 18Q: 3 clusters Score -706720.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -706771.125000 Penalty: 4240.150879
	Iteration 19Q: 3 clusters Score -706771.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -706809.625000 Penalty: 4240.150879
	Iteration 20F: 3 clusters Score -706809.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -706839.562500 Penalty: 4240.150879
	Iteration 21Q: 3 clusters Score -706839.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -706867.125000 Penalty: 4240.150879
	Iteration 22Q: 3 clusters Score -706867.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -706879.125000 Penalty: 4240.150879
	Iteration 23Q: 3 clusters Score -706879.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -706886.625000 Penalty: 4240.150879
	Iteration 24Q: 3 clusters Score -706886.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -706888.250000 Penalty: 4240.150879
	Iteration 25Q: 3 clusters Score -706888.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -706891.687500 Penalty: 4240.150879
	Iteration 26Q: 3 clusters Score -706891.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -706895.125000 Penalty: 4240.150879
	Iteration 27Q: 3 clusters Score -706895.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -706898.625000 Penalty: 4240.150879
	Iteration 28Q: 3 clusters Score -706898.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -706900.625000 Penalty: 4240.150879
	Iteration 29Q: 3 clusters Score -706900.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -706902.625000 Penalty: 4240.150879
	Iteration 30Q: 3 clusters Score -706902.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -706902.250000 Penalty: 4240.150879
	Iteration 31Q: 3 clusters Score -706902.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -706902.250000 Penalty: 4240.150879
	Iteration 32F: 3 clusters Score -706902.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Entering Unmasked Estep 
Score: -1007821.875000 Penalty: 2213.248779
	Iteration 0F: 2 clusters Score -1007822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1001737.437500 Penalty: 4426.497559
	Iteration 0F: 3 clusters Score -1001737 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1003406.625000 Penalty: 4426.497559
	Iteration 1F: 3 clusters Score -1003407 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1003696.500000 Penalty: 4426.497559
	Iteration 2F: 3 clusters Score -1003696 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1003933.000000 Penalty: 4426.497559
	Iteration 3F: 3 clusters Score -1003933 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1004141.062500 Penalty: 4426.497559
	Iteration 4Q: 3 clusters Score -1004141 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1004362.062500 Penalty: 4426.497559
	Iteration 5Q: 3 clusters Score -1004362 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1004608.437500 Penalty: 4426.497559
	Iteration 6Q: 3 clusters Score -1004608 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1004856.687500 Penalty: 4426.497559
	Iteration 7Q: 3 clusters Score -1004857 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1005088.812500 Penalty: 4426.497559
	Iteration 8Q: 3 clusters Score -1005089 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1005319.062500 Penalty: 4426.497559
	Iteration 9Q: 3 clusters Score -1005319 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1005531.500000 Penalty: 4426.497559
	Iteration 10Q: 3 clusters Score -1005532 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1005694.625000 Penalty: 4426.497559
	Iteration 11Q: 3 clusters Score -1005695 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1005836.875000 Penalty: 4426.497559
	Iteration 12Q: 3 clusters Score -1005837 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1005956.437500 Penalty: 4426.497559
	Iteration 13Q: 3 clusters Score -1005956 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1006022.062500 Penalty: 4426.497559
	Iteration 14Q: 3 clusters Score -1006022 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1006064.812500 Penalty: 4426.497559
	Iteration 15Q: 3 clusters Score -1006065 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1006086.750000 Penalty: 4426.497559
	Iteration 16Q: 3 clusters Score -1006087 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1006102.062500 Penalty: 4426.497559
	Iteration 17Q: 3 clusters Score -1006102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1006111.875000 Penalty: 4426.497559
	Iteration 18Q: 3 clusters Score -1006112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1006118.625000 Penalty: 4426.497559
	Iteration 19Q: 3 clusters Score -1006119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1006127.437500 Penalty: 4426.497559
	Iteration 20F: 3 clusters Score -1006127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1006132.687500 Penalty: 4426.497559
	Iteration 21Q: 3 clusters Score -1006133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1006135.625000 Penalty: 4426.497559
	Iteration 22Q: 3 clusters Score -1006136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1006140.625000 Penalty: 4426.497559
	Iteration 23Q: 3 clusters Score -1006141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1006146.187500 Penalty: 4426.497559
	Iteration 24Q: 3 clusters Score -1006146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1006148.437500 Penalty: 4426.497559
	Iteration 25Q: 3 clusters Score -1006148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1006152.250000 Penalty: 4426.497559
	Iteration 26Q: 3 clusters Score -1006152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1006153.062500 Penalty: 4426.497559
	Iteration 27Q: 3 clusters Score -1006153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1006156.250000 Penalty: 4426.497559
	Iteration 28Q: 3 clusters Score -1006156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1006162.750000 Penalty: 4426.497559
	Iteration 29Q: 3 clusters Score -1006163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1006163.437500 Penalty: 4426.497559
	Iteration 30Q: 3 clusters Score -1006163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1006165.625000 Penalty: 4426.497559
	Iteration 31Q: 3 clusters Score -1006166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1006167.312500 Penalty: 4426.497559
	Iteration 32Q: 3 clusters Score -1006167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1006170.875000 Penalty: 4426.497559
	Iteration 33Q: 3 clusters Score -1006171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1006172.500000 Penalty: 4426.497559
	Iteration 34Q: 3 clusters Score -1006172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1006171.312500 Penalty: 4426.497559
	Iteration 35Q: 3 clusters Score -1006171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1006172.125000 Penalty: 4426.497559
	Iteration 36Q: 3 clusters Score -1006172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1006173.625000 Penalty: 4426.497559
	Iteration 37Q: 3 clusters Score -1006174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1006173.750000 Penalty: 4426.497559
	Iteration 38Q: 3 clusters Score -1006174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1006174.312500 Penalty: 4426.497559
	Iteration 39Q: 3 clusters Score -1006174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1006173.562500 Penalty: 4426.497559
	Iteration 40F: 3 clusters Score -1006174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -963766.250000 Penalty: 2202.005615
	Iteration 0F: 2 clusters Score -963766.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -957895.250000 Penalty: 4404.011230
	Iteration 0F: 3 clusters Score -957895.2 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -959594.062500 Penalty: 4404.011230
	Iteration 1F: 3 clusters Score -959594.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -959975.000000 Penalty: 4404.011230
	Iteration 2F: 3 clusters Score -959975 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -960283.437500 Penalty: 4404.011230
	Iteration 3F: 3 clusters Score -960283.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -960610.000000 Penalty: 4404.011230
	Iteration 4F: 3 clusters Score -960610 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -960941.187500 Penalty: 4404.011230
	Iteration 5F: 3 clusters Score -960941.2 nChanged 351
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: -961221.312500 Penalty: 4404.011230
	Iteration 6Q: 3 clusters Score -961221.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -961473.812500 Penalty: 4404.011230
	Iteration 7Q: 3 clusters Score -961473.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -961652.312500 Penalty: 4404.011230
	Iteration 8Q: 3 clusters Score -961652.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -961789.562500 Penalty: 4404.011230
	Iteration 9Q: 3 clusters Score -961789.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -961889.562500 Penalty: 4404.011230
	Iteration 10Q: 3 clusters Score -961889.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -961972.062500 Penalty: 4404.011230
	Iteration 11Q: 3 clusters Score -961972.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -962043.312500 Penalty: 4404.011230
	Iteration 12Q: 3 clusters Score -962043.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -962091.562500 Penalty: 4404.011230
	Iteration 13Q: 3 clusters Score -962091.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -962134.250000 Penalty: 4404.011230
	Iteration 14Q: 3 clusters Score -962134.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -962168.937500 Penalty: 4404.011230
	Iteration 15Q: 3 clusters Score -962168.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -962193.937500 Penalty: 4404.011230
	Iteration 16Q: 3 clusters Score -962193.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -962221.500000 Penalty: 4404.011230
	Iteration 17Q: 3 clusters Score -962221.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -962243.000000 Penalty: 4404.011230
	Iteration 18Q: 3 clusters Score -962243 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -962259.687500 Penalty: 4404.011230
	Iteration 19Q: 3 clusters Score -962259.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -962280.375000 Penalty: 4404.011230
	Iteration 20F: 3 clusters Score -962280.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -962301.187500 Penalty: 4404.011230
	Iteration 21Q: 3 clusters Score -962301.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -962313.500000 Penalty: 4404.011230
	Iteration 22Q: 3 clusters Score -962313.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -962321.875000 Penalty: 4404.011230
	Iteration 23Q: 3 clusters Score -962321.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -962330.000000 Penalty: 4404.011230
	Iteration 24Q: 3 clusters Score -962330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -962341.687500 Penalty: 4404.011230
	Iteration 25Q: 3 clusters Score -962341.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -962349.625000 Penalty: 4404.011230
	Iteration 26Q: 3 clusters Score -962349.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -962361.687500 Penalty: 4404.011230
	Iteration 27Q: 3 clusters Score -962361.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -962376.937500 Penalty: 4404.011230
	Iteration 28Q: 3 clusters Score -962376.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -962389.687500 Penalty: 4404.011230
	Iteration 29Q: 3 clusters Score -962389.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -962400.062500 Penalty: 4404.011230
	Iteration 30Q: 3 clusters Score -962400.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -962406.812500 Penalty: 4404.011230
	Iteration 31Q: 3 clusters Score -962406.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -962415.937500 Penalty: 4404.011230
	Iteration 32Q: 3 clusters Score -962415.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -962423.375000 Penalty: 4404.011230
	Iteration 33Q: 3 clusters Score -962423.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -962431.625000 Penalty: 4404.011230
	Iteration 34Q: 3 clusters Score -962431.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -962438.875000 Penalty: 4404.011230
	Iteration 35Q: 3 clusters Score -962438.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -962445.312500 Penalty: 4404.011230
	Iteration 36Q: 3 clusters Score -962445.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -962449.187500 Penalty: 4404.011230
	Iteration 37Q: 3 clusters Score -962449.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -962456.375000 Penalty: 4404.011230
	Iteration 38Q: 3 clusters Score -962456.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -962459.125000 Penalty: 4404.011230
	Iteration 39Q: 3 clusters Score -962459.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -962461.500000 Penalty: 4404.011230
	Iteration 40F: 3 clusters Score -962461.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -962465.812500 Penalty: 4404.011230
	Iteration 41Q: 3 clusters Score -962465.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -962471.875000 Penalty: 4404.011230
	Iteration 42Q: 3 clusters Score -962471.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -962475.687500 Penalty: 4404.011230
	Iteration 43Q: 3 clusters Score -962475.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -962482.937500 Penalty: 4404.011230
	Iteration 44Q: 3 clusters Score -962482.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -962487.500000 Penalty: 4404.011230
	Iteration 45Q: 3 clusters Score -962487.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -962493.500000 Penalty: 4404.011230
	Iteration 46Q: 3 clusters Score -962493.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -962501.187500 Penalty: 4404.011230
	Iteration 47Q: 3 clusters Score -962501.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -962507.437500 Penalty: 4404.011230
	Iteration 48Q: 3 clusters Score -962507.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -962513.750000 Penalty: 4404.011230
	Iteration 49Q: 3 clusters Score -962513.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -962521.562500 Penalty: 4404.011230
	Iteration 50Q: 3 clusters Score -962521.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -962526.375000 Penalty: 4404.011230
	Iteration 51Q: 3 clusters Score -962526.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -962530.625000 Penalty: 4404.011230
	Iteration 52Q: 3 clusters Score -962530.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -962535.312500 Penalty: 4404.011230
	Iteration 53Q: 3 clusters Score -962535.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -962544.187500 Penalty: 4404.011230
	Iteration 54Q: 3 clusters Score -962544.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -962550.812500 Penalty: 4404.011230
	Iteration 55Q: 3 clusters Score -962550.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -962556.687500 Penalty: 4404.011230
	Iteration 56Q: 3 clusters Score -962556.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -962562.937500 Penalty: 4404.011230
	Iteration 57Q: 3 clusters Score -962562.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -962568.937500 Penalty: 4404.011230
	Iteration 58Q: 3 clusters Score -962568.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -962572.437500 Penalty: 4404.011230
	Iteration 59Q: 3 clusters Score -962572.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -962580.812500 Penalty: 4404.011230
	Iteration 60F: 3 clusters Score -962580.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -962586.437500 Penalty: 4404.011230
	Iteration 61Q: 3 clusters Score -962586.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -962596.812500 Penalty: 4404.011230
	Iteration 62Q: 3 clusters Score -962596.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -962602.187500 Penalty: 4404.011230
	Iteration 63Q: 3 clusters Score -962602.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -962605.875000 Penalty: 4404.011230
	Iteration 64Q: 3 clusters Score -962605.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -962606.750000 Penalty: 4404.011230
	Iteration 65Q: 3 clusters Score -962606.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -962609.000000 Penalty: 4404.011230
	Iteration 66Q: 3 clusters Score -962609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -962609.750000 Penalty: 4404.011230
	Iteration 67Q: 3 clusters Score -962609.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -962612.250000 Penalty: 4404.011230
	Iteration 68Q: 3 clusters Score -962612.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -962614.250000 Penalty: 4404.011230
	Iteration 69Q: 3 clusters Score -962614.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -962615.500000 Penalty: 4404.011230
	Iteration 70Q: 3 clusters Score -962615.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -962619.437500 Penalty: 4404.011230
	Iteration 71Q: 3 clusters Score -962619.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -962624.875000 Penalty: 4404.011230
	Iteration 72Q: 3 clusters Score -962624.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -962623.000000 Penalty: 4404.011230
	Iteration 73Q: 3 clusters Score -962623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -962625.750000 Penalty: 4404.011230
	Iteration 74Q: 3 clusters Score -962625.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -962624.750000 Penalty: 4404.011230
	Iteration 75Q: 3 clusters Score -962624.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -962626.500000 Penalty: 4404.011230
	Iteration 76Q: 3 clusters Score -962626.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -962628.937500 Penalty: 4404.011230
	Iteration 77Q: 3 clusters Score -962628.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -962631.000000 Penalty: 4404.011230
	Iteration 78Q: 3 clusters Score -962631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -962630.562500 Penalty: 4404.011230
	Iteration 79Q: 3 clusters Score -962630.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -962631.000000 Penalty: 4404.011230
	Iteration 80F: 3 clusters Score -962631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -962631.187500 Penalty: 4404.011230
	Iteration 81Q: 3 clusters Score -962631.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -962632.562500 Penalty: 4404.011230
	Iteration 82Q: 3 clusters Score -962632.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -962631.625000 Penalty: 4404.011230
	Iteration 83Q: 3 clusters Score -962631.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -962632.000000 Penalty: 4404.011230
	Iteration 84Q: 3 clusters Score -962632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -962632.000000 Penalty: 4404.011230
	Iteration 85F: 3 clusters Score -962632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Entering Unmasked Estep 
Score: -749397.437500 Penalty: 2156.693115
	Iteration 0F: 2 clusters Score -749397.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -744269.375000 Penalty: 4313.386230
	Iteration 0F: 3 clusters Score -744269.4 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -745888.500000 Penalty: 4313.386230
	Iteration 1F: 3 clusters Score -745888.5 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -746349.875000 Penalty: 4313.386230
	Iteration 2F: 3 clusters Score -746349.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -746710.062500 Penalty: 4313.386230
	Iteration 3F: 3 clusters Score -746710.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -746988.812500 Penalty: 4313.386230
	Iteration 4F: 3 clusters Score -746988.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -747231.437500 Penalty: 4313.386230
	Iteration 5F: 3 clusters Score -747231.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -747423.687500 Penalty: 4313.386230
	Iteration 6Q: 3 clusters Score -747423.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -747590.875000 Penalty: 4313.386230
	Iteration 7Q: 3 clusters Score -747590.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -747760.875000 Penalty: 4313.386230
	Iteration 8Q: 3 clusters Score -747760.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -747918.562500 Penalty: 4313.386230
	Iteration 9Q: 3 clusters Score -747918.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -748035.750000 Penalty: 4313.386230
	Iteration 10Q: 3 clusters Score -748035.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -748113.312500 Penalty: 4313.386230
	Iteration 11Q: 3 clusters Score -748113.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -748170.062500 Penalty: 4313.386230
	Iteration 12Q: 3 clusters Score -748170.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -748207.437500 Penalty: 4313.386230
	Iteration 13Q: 3 clusters Score -748207.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -748239.000000 Penalty: 4313.386230
	Iteration 14Q: 3 clusters Score -748239 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -748264.125000 Penalty: 4313.386230
	Iteration 15Q: 3 clusters Score -748264.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -748285.375000 Penalty: 4313.386230
	Iteration 16Q: 3 clusters Score -748285.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -748311.500000 Penalty: 4313.386230
	Iteration 17Q: 3 clusters Score -748311.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -748329.750000 Penalty: 4313.386230
	Iteration 18Q: 3 clusters Score -748329.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -748342.312500 Penalty: 4313.386230
	Iteration 19Q: 3 clusters Score -748342.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -748355.187500 Penalty: 4313.386230
	Iteration 20F: 3 clusters Score -748355.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -748366.125000 Penalty: 4313.386230
	Iteration 21Q: 3 clusters Score -748366.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -748374.062500 Penalty: 4313.386230
	Iteration 22Q: 3 clusters Score -748374.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -748383.500000 Penalty: 4313.386230
	Iteration 23Q: 3 clusters Score -748383.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -748388.812500 Penalty: 4313.386230
	Iteration 24Q: 3 clusters Score -748388.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -748396.375000 Penalty: 4313.386230
	Iteration 25Q: 3 clusters Score -748396.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -748404.437500 Penalty: 4313.386230
	Iteration 26Q: 3 clusters Score -748404.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -748411.250000 Penalty: 4313.386230
	Iteration 27Q: 3 clusters Score -748411.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -748414.125000 Penalty: 4313.386230
	Iteration 28Q: 3 clusters Score -748414.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -748418.687500 Penalty: 4313.386230
	Iteration 29Q: 3 clusters Score -748418.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -748421.187500 Penalty: 4313.386230
	Iteration 30Q: 3 clusters Score -748421.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -748424.437500 Penalty: 4313.386230
	Iteration 31Q: 3 clusters Score -748424.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -748425.062500 Penalty: 4313.386230
	Iteration 32Q: 3 clusters Score -748425.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -748426.937500 Penalty: 4313.386230
	Iteration 33Q: 3 clusters Score -748426.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -748428.125000 Penalty: 4313.386230
	Iteration 34Q: 3 clusters Score -748428.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -748427.562500 Penalty: 4313.386230
	Iteration 35Q: 3 clusters Score -748427.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -748427.562500 Penalty: 4313.386230
	Iteration 36F: 3 clusters Score -748427.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Entering Unmasked Estep 
Score: -1547918.125000 Penalty: 2310.135010
	Iteration 0F: 2 clusters Score -1547918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1539572.000000 Penalty: 4620.270020
	Iteration 0F: 3 clusters Score -1539572 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1542014.875000 Penalty: 4620.270020
	Iteration 1F: 3 clusters Score -1542015 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1542327.125000 Penalty: 4620.270020
	Iteration 2F: 3 clusters Score -1542327 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1542517.375000 Penalty: 4620.270020
	Iteration 3Q: 3 clusters Score -1542517 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1542676.750000 Penalty: 4620.270020
	Iteration 4Q: 3 clusters Score -1542677 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1542840.000000 Penalty: 4620.270020
	Iteration 5Q: 3 clusters Score -1542840 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1542980.750000 Penalty: 4620.270020
	Iteration 6Q: 3 clusters Score -1542981 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1543118.375000 Penalty: 4620.270020
	Iteration 7Q: 3 clusters Score -1543118 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1543287.750000 Penalty: 4620.270020
	Iteration 8Q: 3 clusters Score -1543288 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1543492.125000 Penalty: 4620.270020
	Iteration 9Q: 3 clusters Score -1543492 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1543716.500000 Penalty: 4620.270020
	Iteration 10Q: 3 clusters Score -1543716 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1544000.250000 Penalty: 4620.270020
	Iteration 11Q: 3 clusters Score -1544000 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1544375.875000 Penalty: 4620.270020
	Iteration 12Q: 3 clusters Score -1544376 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1544724.625000 Penalty: 4620.270020
	Iteration 13Q: 3 clusters Score -1544725 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1545062.000000 Penalty: 4620.270020
	Iteration 14Q: 3 clusters Score -1545062 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1545363.625000 Penalty: 4620.270020
	Iteration 15Q: 3 clusters Score -1545364 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1545532.625000 Penalty: 4620.270020
	Iteration 16Q: 3 clusters Score -1545533 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1545626.750000 Penalty: 4620.270020
	Iteration 17Q: 3 clusters Score -1545627 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1545704.000000 Penalty: 4620.270020
	Iteration 18Q: 3 clusters Score -1545704 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1545743.375000 Penalty: 4620.270020
	Iteration 19Q: 3 clusters Score -1545743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1545772.250000 Penalty: 4620.270020
	Iteration 20F: 3 clusters Score -1545772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1545787.875000 Penalty: 4620.270020
	Iteration 21Q: 3 clusters Score -1545788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1545811.500000 Penalty: 4620.270020
	Iteration 22Q: 3 clusters Score -1545812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1545819.500000 Penalty: 4620.270020
	Iteration 23Q: 3 clusters Score -1545820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1545826.250000 Penalty: 4620.270020
	Iteration 24Q: 3 clusters Score -1545826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1545838.125000 Penalty: 4620.270020
	Iteration 25Q: 3 clusters Score -1545838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1545849.500000 Penalty: 4620.270020
	Iteration 26Q: 3 clusters Score -1545850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1545852.000000 Penalty: 4620.270020
	Iteration 27Q: 3 clusters Score -1545852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1545852.625000 Penalty: 4620.270020
	Iteration 28Q: 3 clusters Score -1545853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1545853.125000 Penalty: 4620.270020
	Iteration 29Q: 3 clusters Score -1545853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1545853.125000 Penalty: 4620.270020
	Iteration 30F: 3 clusters Score -1545853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Entering Unmasked Estep 
Score: -1249626.125000 Penalty: 2264.990723
	Iteration 0F: 2 clusters Score -1249626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1242403.375000 Penalty: 4529.981445
	Iteration 0F: 3 clusters Score -1242403 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1244542.500000 Penalty: 4529.981445
	Iteration 1F: 3 clusters Score -1244542 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1244911.500000 Penalty: 4529.981445
	Iteration 2F: 3 clusters Score -1244912 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1245201.750000 Penalty: 4529.981445
	Iteration 3F: 3 clusters Score -1245202 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1245472.250000 Penalty: 4529.981445
	Iteration 4Q: 3 clusters Score -1245472 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1245790.875000 Penalty: 4529.981445
	Iteration 5Q: 3 clusters Score -1245791 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1246126.500000 Penalty: 4529.981445
	Iteration 6Q: 3 clusters Score -1246126 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1246514.625000 Penalty: 4529.981445
	Iteration 7F: 3 clusters Score -1246515 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1246922.750000 Penalty: 4529.981445
	Iteration 8F: 3 clusters Score -1246923 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1247244.750000 Penalty: 4529.981445
	Iteration 9Q: 3 clusters Score -1247245 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1247502.875000 Penalty: 4529.981445
	Iteration 10Q: 3 clusters Score -1247503 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1247667.625000 Penalty: 4529.981445
	Iteration 11Q: 3 clusters Score -1247668 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1247765.750000 Penalty: 4529.981445
	Iteration 12Q: 3 clusters Score -1247766 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1247853.250000 Penalty: 4529.981445
	Iteration 13Q: 3 clusters Score -1247853 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1247914.625000 Penalty: 4529.981445
	Iteration 14Q: 3 clusters Score -1247915 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1247956.000000 Penalty: 4529.981445
	Iteration 15Q: 3 clusters Score -1247956 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1247996.000000 Penalty: 4529.981445
	Iteration 16Q: 3 clusters Score -1247996 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1248023.500000 Penalty: 4529.981445
	Iteration 17Q: 3 clusters Score -1248024 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1248048.500000 Penalty: 4529.981445
	Iteration 18Q: 3 clusters Score -1248048 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1248064.375000 Penalty: 4529.981445
	Iteration 19Q: 3 clusters Score -1248064 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1248076.625000 Penalty: 4529.981445
	Iteration 20F: 3 clusters Score -1248077 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1248088.875000 Penalty: 4529.981445
	Iteration 21Q: 3 clusters Score -1248089 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1248095.875000 Penalty: 4529.981445
	Iteration 22Q: 3 clusters Score -1248096 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1248104.625000 Penalty: 4529.981445
	Iteration 23Q: 3 clusters Score -1248105 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1248113.250000 Penalty: 4529.981445
	Iteration 24Q: 3 clusters Score -1248113 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1248125.125000 Penalty: 4529.981445
	Iteration 25Q: 3 clusters Score -1248125 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1248135.500000 Penalty: 4529.981445
	Iteration 26Q: 3 clusters Score -1248136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1248145.125000 Penalty: 4529.981445
	Iteration 27Q: 3 clusters Score -1248145 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1248161.750000 Penalty: 4529.981445
	Iteration 28Q: 3 clusters Score -1248162 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1248186.125000 Penalty: 4529.981445
	Iteration 29Q: 3 clusters Score -1248186 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1248207.000000 Penalty: 4529.981445
	Iteration 30Q: 3 clusters Score -1248207 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1248234.375000 Penalty: 4529.981445
	Iteration 31Q: 3 clusters Score -1248234 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1248270.500000 Penalty: 4529.981445
	Iteration 32Q: 3 clusters Score -1248270 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1248305.375000 Penalty: 4529.981445
	Iteration 33Q: 3 clusters Score -1248305 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1248364.625000 Penalty: 4529.981445
	Iteration 34Q: 3 clusters Score -1248365 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1248435.625000 Penalty: 4529.981445
	Iteration 35Q: 3 clusters Score -1248436 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1248531.625000 Penalty: 4529.981445
	Iteration 36Q: 3 clusters Score -1248532 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1248635.250000 Penalty: 4529.981445
	Iteration 37Q: 3 clusters Score -1248635 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1248696.500000 Penalty: 4529.981445
	Iteration 38Q: 3 clusters Score -1248696 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1248724.375000 Penalty: 4529.981445
	Iteration 39Q: 3 clusters Score -1248724 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1248753.125000 Penalty: 4529.981445
	Iteration 40F: 3 clusters Score -1248753 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1248774.875000 Penalty: 4529.981445
	Iteration 41Q: 3 clusters Score -1248775 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1248794.000000 Penalty: 4529.981445
	Iteration 42Q: 3 clusters Score -1248794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1248808.125000 Penalty: 4529.981445
	Iteration 43Q: 3 clusters Score -1248808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1248814.875000 Penalty: 4529.981445
	Iteration 44Q: 3 clusters Score -1248815 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1248823.375000 Penalty: 4529.981445
	Iteration 45Q: 3 clusters Score -1248823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1248831.250000 Penalty: 4529.981445
	Iteration 46Q: 3 clusters Score -1248831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1248834.375000 Penalty: 4529.981445
	Iteration 47Q: 3 clusters Score -1248834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1248841.875000 Penalty: 4529.981445
	Iteration 48Q: 3 clusters Score -1248842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1248850.375000 Penalty: 4529.981445
	Iteration 49Q: 3 clusters Score -1248850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1248855.750000 Penalty: 4529.981445
	Iteration 50Q: 3 clusters Score -1248856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1248865.000000 Penalty: 4529.981445
	Iteration 51Q: 3 clusters Score -1248865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1248870.250000 Penalty: 4529.981445
	Iteration 52Q: 3 clusters Score -1248870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1248870.875000 Penalty: 4529.981445
	Iteration 53Q: 3 clusters Score -1248871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1248872.625000 Penalty: 4529.981445
	Iteration 54Q: 3 clusters Score -1248873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1248875.125000 Penalty: 4529.981445
	Iteration 55Q: 3 clusters Score -1248875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1248878.375000 Penalty: 4529.981445
	Iteration 56Q: 3 clusters Score -1248878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1248879.000000 Penalty: 4529.981445
	Iteration 57Q: 3 clusters Score -1248879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1248879.000000 Penalty: 4529.981445
	Iteration 58Q: 3 clusters Score -1248879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1248879.000000 Penalty: 4529.981445
	Iteration 59F: 3 clusters Score -1248879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Entering Unmasked Estep 
Score: -1141283.250000 Penalty: 2239.325195
	Iteration 0F: 2 clusters Score -1141283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1134675.625000 Penalty: 4478.650391
	Iteration 0F: 3 clusters Score -1134676 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1136477.750000 Penalty: 4478.650391
	Iteration 1F: 3 clusters Score -1136478 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1136704.000000 Penalty: 4478.650391
	Iteration 2F: 3 clusters Score -1136704 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1136853.875000 Penalty: 4478.650391
	Iteration 3Q: 3 clusters Score -1136854 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1136968.000000 Penalty: 4478.650391
	Iteration 4Q: 3 clusters Score -1136968 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1137037.250000 Penalty: 4478.650391
	Iteration 5Q: 3 clusters Score -1137037 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1137098.500000 Penalty: 4478.650391
	Iteration 6Q: 3 clusters Score -1137098 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1137158.250000 Penalty: 4478.650391
	Iteration 7Q: 3 clusters Score -1137158 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1137207.875000 Penalty: 4478.650391
	Iteration 8Q: 3 clusters Score -1137208 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1137269.500000 Penalty: 4478.650391
	Iteration 9Q: 3 clusters Score -1137270 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1137328.125000 Penalty: 4478.650391
	Iteration 10Q: 3 clusters Score -1137328 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1137396.375000 Penalty: 4478.650391
	Iteration 11Q: 3 clusters Score -1137396 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1137480.125000 Penalty: 4478.650391
	Iteration 12Q: 3 clusters Score -1137480 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1137585.375000 Penalty: 4478.650391
	Iteration 13Q: 3 clusters Score -1137585 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1137734.125000 Penalty: 4478.650391
	Iteration 14Q: 3 clusters Score -1137734 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1137908.750000 Penalty: 4478.650391
	Iteration 15Q: 3 clusters Score -1137909 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1138137.500000 Penalty: 4478.650391
	Iteration 16Q: 3 clusters Score -1138138 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1138399.625000 Penalty: 4478.650391
	Iteration 17Q: 3 clusters Score -1138400 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1138670.750000 Penalty: 4478.650391
	Iteration 18Q: 3 clusters Score -1138671 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1138943.375000 Penalty: 4478.650391
	Iteration 19Q: 3 clusters Score -1138943 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1139193.125000 Penalty: 4478.650391
	Iteration 20F: 3 clusters Score -1139193 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1139371.000000 Penalty: 4478.650391
	Iteration 21Q: 3 clusters Score -1139371 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1139497.625000 Penalty: 4478.650391
	Iteration 22Q: 3 clusters Score -1139498 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1139553.375000 Penalty: 4478.650391
	Iteration 23Q: 3 clusters Score -1139553 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1139587.250000 Penalty: 4478.650391
	Iteration 24Q: 3 clusters Score -1139587 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1139621.875000 Penalty: 4478.650391
	Iteration 25Q: 3 clusters Score -1139622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1139641.250000 Penalty: 4478.650391
	Iteration 26Q: 3 clusters Score -1139641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1139646.750000 Penalty: 4478.650391
	Iteration 27Q: 3 clusters Score -1139647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1139653.500000 Penalty: 4478.650391
	Iteration 28Q: 3 clusters Score -1139654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1139658.250000 Penalty: 4478.650391
	Iteration 29Q: 3 clusters Score -1139658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1139659.875000 Penalty: 4478.650391
	Iteration 30Q: 3 clusters Score -1139660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1139665.000000 Penalty: 4478.650391
	Iteration 31Q: 3 clusters Score -1139665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1139669.375000 Penalty: 4478.650391
	Iteration 32Q: 3 clusters Score -1139669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1139672.875000 Penalty: 4478.650391
	Iteration 33Q: 3 clusters Score -1139673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1139675.125000 Penalty: 4478.650391
	Iteration 34Q: 3 clusters Score -1139675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1139677.125000 Penalty: 4478.650391
	Iteration 35Q: 3 clusters Score -1139677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1139677.500000 Penalty: 4478.650391
	Iteration 36Q: 3 clusters Score -1139678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1139678.875000 Penalty: 4478.650391
	Iteration 37Q: 3 clusters Score -1139679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1139679.125000 Penalty: 4478.650391
	Iteration 38Q: 3 clusters Score -1139679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1139681.000000 Penalty: 4478.650391
	Iteration 39Q: 3 clusters Score -1139681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1139681.000000 Penalty: 4478.650391
	Iteration 40F: 3 clusters Score -1139681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Entering Unmasked Estep 
Score: -3370556.750000 Penalty: 2507.917969
	Iteration 0F: 2 clusters Score -3370557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -3353459.000000 Penalty: 5015.835938
	Iteration 0F: 3 clusters Score -3353459 nChanged 10987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3359521.250000 Penalty: 5015.835938
	Iteration 1F: 3 clusters Score -3359521 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3359993.250000 Penalty: 5015.835938
	Iteration 2F: 3 clusters Score -3359993 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3360463.500000 Penalty: 5015.835938
	Iteration 3Q: 3 clusters Score -3360464 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -3360981.500000 Penalty: 5015.835938
	Iteration 4Q: 3 clusters Score -3360982 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -3361648.250000 Penalty: 5015.835938
	Iteration 5F: 3 clusters Score -3361648 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -3362555.500000 Penalty: 5015.835938
	Iteration 6F: 3 clusters Score -3362556 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -3363703.500000 Penalty: 5015.835938
	Iteration 7F: 3 clusters Score -3363704 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -3364943.000000 Penalty: 5015.835938
	Iteration 8F: 3 clusters Score -3364943 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -3366081.500000 Penalty: 5015.835938
	Iteration 9F: 3 clusters Score -3366082 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -3366971.000000 Penalty: 5015.835938
	Iteration 10Q: 3 clusters Score -3366971 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -3367558.500000 Penalty: 5015.835938
	Iteration 11Q: 3 clusters Score -3367558 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -3367916.750000 Penalty: 5015.835938
	Iteration 12Q: 3 clusters Score -3367917 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -3368098.250000 Penalty: 5015.835938
	Iteration 13Q: 3 clusters Score -3368098 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -3368206.000000 Penalty: 5015.835938
	Iteration 14Q: 3 clusters Score -3368206 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -3368271.750000 Penalty: 5015.835938
	Iteration 15Q: 3 clusters Score -3368272 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -3368327.000000 Penalty: 5015.835938
	Iteration 16Q: 3 clusters Score -3368327 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -3368357.250000 Penalty: 5015.835938
	Iteration 17Q: 3 clusters Score -3368357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -3368369.500000 Penalty: 5015.835938
	Iteration 18Q: 3 clusters Score -3368370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -3368379.000000 Penalty: 5015.835938
	Iteration 19Q: 3 clusters Score -3368379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -3368384.750000 Penalty: 5015.835938
	Iteration 20F: 3 clusters Score -3368385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -3368394.000000 Penalty: 5015.835938
	Iteration 21Q: 3 clusters Score -3368394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -3368397.250000 Penalty: 5015.835938
	Iteration 22Q: 3 clusters Score -3368397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -3368399.500000 Penalty: 5015.835938
	Iteration 23Q: 3 clusters Score -3368400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -3368405.000000 Penalty: 5015.835938
	Iteration 24Q: 3 clusters Score -3368405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -3368411.250000 Penalty: 5015.835938
	Iteration 25Q: 3 clusters Score -3368411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -3368418.250000 Penalty: 5015.835938
	Iteration 26Q: 3 clusters Score -3368418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -3368417.250000 Penalty: 5015.835938
	Iteration 27Q: 3 clusters Score -3368417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -3368417.250000 Penalty: 5015.835938
	Iteration 28F: 3 clusters Score -3368417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Entering Unmasked Estep 
Score: -385609.312500 Penalty: 1979.130737
	Iteration 0F: 2 clusters Score -385609.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -382397.656250 Penalty: 3958.261475
	Iteration 0F: 3 clusters Score -382397.7 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -383023.562500 Penalty: 3958.261475
	Iteration 1F: 3 clusters Score -383023.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -383207.437500 Penalty: 3958.261475
	Iteration 2F: 3 clusters Score -383207.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -383337.343750 Penalty: 3958.261475
	Iteration 3F: 3 clusters Score -383337.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -383438.593750 Penalty: 3958.261475
	Iteration 4Q: 3 clusters Score -383438.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -383525.125000 Penalty: 3958.261475
	Iteration 5Q: 3 clusters Score -383525.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -383608.187500 Penalty: 3958.261475
	Iteration 6Q: 3 clusters Score -383608.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -383702.031250 Penalty: 3958.261475
	Iteration 7Q: 3 clusters Score -383702 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -383794.250000 Penalty: 3958.261475
	Iteration 8Q: 3 clusters Score -383794.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -383874.218750 Penalty: 3958.261475
	Iteration 9Q: 3 clusters Score -383874.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -383953.968750 Penalty: 3958.261475
	Iteration 10Q: 3 clusters Score -383954 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -384012.843750 Penalty: 3958.261475
	Iteration 11Q: 3 clusters Score -384012.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -384056.406250 Penalty: 3958.261475
	Iteration 12Q: 3 clusters Score -384056.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -384083.375000 Penalty: 3958.261475
	Iteration 13Q: 3 clusters Score -384083.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -384102.781250 Penalty: 3958.261475
	Iteration 14Q: 3 clusters Score -384102.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -384110.218750 Penalty: 3958.261475
	Iteration 15Q: 3 clusters Score -384110.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -384120.281250 Penalty: 3958.261475
	Iteration 16Q: 3 clusters Score -384120.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -384133.593750 Penalty: 3958.261475
	Iteration 17Q: 3 clusters Score -384133.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -384141.187500 Penalty: 3958.261475
	Iteration 18Q: 3 clusters Score -384141.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -384150.437500 Penalty: 3958.261475
	Iteration 19Q: 3 clusters Score -384150.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -384154.593750 Penalty: 3958.261475
	Iteration 20F: 3 clusters Score -384154.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -384158.593750 Penalty: 3958.261475
	Iteration 21Q: 3 clusters Score -384158.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -384162.656250 Penalty: 3958.261475
	Iteration 22Q: 3 clusters Score -384162.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -384167.500000 Penalty: 3958.261475
	Iteration 23Q: 3 clusters Score -384167.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -384172.937500 Penalty: 3958.261475
	Iteration 24Q: 3 clusters Score -384172.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -384175.750000 Penalty: 3958.261475
	Iteration 25Q: 3 clusters Score -384175.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -384179.406250 Penalty: 3958.261475
	Iteration 26Q: 3 clusters Score -384179.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -384180.750000 Penalty: 3958.261475
	Iteration 27Q: 3 clusters Score -384180.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -384182.187500 Penalty: 3958.261475
	Iteration 28Q: 3 clusters Score -384182.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -384183.437500 Penalty: 3958.261475
	Iteration 29Q: 3 clusters Score -384183.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -384183.437500 Penalty: 3958.261475
	Iteration 30F: 3 clusters Score -384183.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (143408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143408 members 
Entering Unmasked Estep 
Score: -19850942.000000 Penalty: 2944.615479
	Iteration 0F: 2 clusters Score -1.985094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71792 members 
Mstep: Class 2 contains 71616 members 
Entering Unmasked Estep 
Score: -19757328.000000 Penalty: 5889.230957
	Iteration 0F: 3 clusters Score -1.975733e+07 nChanged 68399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71883 members 
Mstep: Class 2 contains 71525 members 
Entering Unmasked Estep 
Score: -19796458.000000 Penalty: 5889.230957
	Iteration 1F: 3 clusters Score -1.979646e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71947 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -19797376.000000 Penalty: 5889.230957
	Iteration 2Q: 3 clusters Score -1.979738e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71992 members 
Mstep: Class 2 contains 71416 members 
Entering Unmasked Estep 
Score: -19798624.000000 Penalty: 5889.230957
	Iteration 3Q: 3 clusters Score -1.979862e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72105 members 
Mstep: Class 2 contains 71303 members 
Entering Unmasked Estep 
Score: -19800174.000000 Penalty: 5889.230957
	Iteration 4Q: 3 clusters Score -1.980017e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72261 members 
Mstep: Class 2 contains 71147 members 
Entering Unmasked Estep 
Score: -19802434.000000 Penalty: 5889.230957
	Iteration 5Q: 3 clusters Score -1.980243e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72465 members 
Mstep: Class 2 contains 70943 members 
Entering Unmasked Estep 
Score: -19806198.000000 Penalty: 5889.230957
	Iteration 6Q: 3 clusters Score -1.98062e+07 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72754 members 
Mstep: Class 2 contains 70654 members 
Entering Unmasked Estep 
Score: -19811744.000000 Penalty: 5889.230957
	Iteration 7F: 3 clusters Score -1.981174e+07 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73035 members 
Mstep: Class 2 contains 70373 members 
Entering Unmasked Estep 
Score: -19818684.000000 Penalty: 5889.230957
	Iteration 8F: 3 clusters Score -1.981868e+07 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72949 members 
Mstep: Class 2 contains 70459 members 
Entering Unmasked Estep 
Score: -19824910.000000 Penalty: 5889.230957
	Iteration 9F: 3 clusters Score -1.982491e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72699 members 
Mstep: Class 2 contains 70709 members 
Entering Unmasked Estep 
Score: -19828938.000000 Penalty: 5889.230957
	Iteration 10F: 3 clusters Score -1.982894e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72382 members 
Mstep: Class 2 contains 71026 members 
Entering Unmasked Estep 
Score: -19830576.000000 Penalty: 5889.230957
	Iteration 11Q: 3 clusters Score -1.983058e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72031 members 
Mstep: Class 2 contains 71377 members 
Entering Unmasked Estep 
Score: -19831272.000000 Penalty: 5889.230957
	Iteration 12Q: 3 clusters Score -1.983127e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71577 members 
Mstep: Class 2 contains 71831 members 
Entering Unmasked Estep 
Score: -19831706.000000 Penalty: 5889.230957
	Iteration 13Q: 3 clusters Score -1.983171e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 72422 members 
Entering Unmasked Estep 
Score: -19832172.000000 Penalty: 5889.230957
	Iteration 14Q: 3 clusters Score -1.983217e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70242 members 
Mstep: Class 2 contains 73166 members 
Entering Unmasked Estep 
Score: -19832692.000000 Penalty: 5889.230957
	Iteration 15Q: 3 clusters Score -1.983269e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69392 members 
Mstep: Class 2 contains 74016 members 
Entering Unmasked Estep 
Score: -19833162.000000 Penalty: 5889.230957
	Iteration 16Q: 3 clusters Score -1.983316e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68498 members 
Mstep: Class 2 contains 74910 members 
Entering Unmasked Estep 
Score: -19833652.000000 Penalty: 5889.230957
	Iteration 17Q: 3 clusters Score -1.983365e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 75903 members 
Entering Unmasked Estep 
Score: -19834174.000000 Penalty: 5889.230957
	Iteration 18Q: 3 clusters Score -1.983417e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66470 members 
Mstep: Class 2 contains 76938 members 
Entering Unmasked Estep 
Score: -19834716.000000 Penalty: 5889.230957
	Iteration 19Q: 3 clusters Score -1.983472e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65373 members 
Mstep: Class 2 contains 78035 members 
Entering Unmasked Estep 
Score: -19835082.000000 Penalty: 5889.230957
	Iteration 20F: 3 clusters Score -1.983508e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64287 members 
Mstep: Class 2 contains 79121 members 
Entering Unmasked Estep 
Score: -19835458.000000 Penalty: 5889.230957
	Iteration 21Q: 3 clusters Score -1.983546e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 80212 members 
Entering Unmasked Estep 
Score: -19835720.000000 Penalty: 5889.230957
	Iteration 22Q: 3 clusters Score -1.983572e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62134 members 
Mstep: Class 2 contains 81274 members 
Entering Unmasked Estep 
Score: -19836026.000000 Penalty: 5889.230957
	Iteration 23Q: 3 clusters Score -1.983603e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61129 members 
Mstep: Class 2 contains 82279 members 
Entering Unmasked Estep 
Score: -19836328.000000 Penalty: 5889.230957
	Iteration 24Q: 3 clusters Score -1.983633e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60056 members 
Mstep: Class 2 contains 83352 members 
Entering Unmasked Estep 
Score: -19836454.000000 Penalty: 5889.230957
	Iteration 25Q: 3 clusters Score -1.983645e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58915 members 
Mstep: Class 2 contains 84493 members 
Entering Unmasked Estep 
Score: -19836726.000000 Penalty: 5889.230957
	Iteration 26Q: 3 clusters Score -1.983673e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57753 members 
Mstep: Class 2 contains 85655 members 
Entering Unmasked Estep 
Score: -19837018.000000 Penalty: 5889.230957
	Iteration 27Q: 3 clusters Score -1.983702e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56627 members 
Mstep: Class 2 contains 86781 members 
Entering Unmasked Estep 
Score: -19837104.000000 Penalty: 5889.230957
	Iteration 28Q: 3 clusters Score -1.98371e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55486 members 
Mstep: Class 2 contains 87922 members 
Entering Unmasked Estep 
Score: -19837382.000000 Penalty: 5889.230957
	Iteration 29Q: 3 clusters Score -1.983738e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54333 members 
Mstep: Class 2 contains 89075 members 
Entering Unmasked Estep 
Score: -19837584.000000 Penalty: 5889.230957
	Iteration 30Q: 3 clusters Score -1.983758e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 90283 members 
Entering Unmasked Estep 
Score: -19837764.000000 Penalty: 5889.230957
	Iteration 31Q: 3 clusters Score -1.983776e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 91497 members 
Entering Unmasked Estep 
Score: -19837926.000000 Penalty: 5889.230957
	Iteration 32Q: 3 clusters Score -1.983793e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50698 members 
Mstep: Class 2 contains 92710 members 
Entering Unmasked Estep 
Score: -19838260.000000 Penalty: 5889.230957
	Iteration 33Q: 3 clusters Score -1.983826e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 93925 members 
Entering Unmasked Estep 
Score: -19838406.000000 Penalty: 5889.230957
	Iteration 34Q: 3 clusters Score -1.983841e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 95117 members 
Entering Unmasked Estep 
Score: -19838680.000000 Penalty: 5889.230957
	Iteration 35Q: 3 clusters Score -1.983868e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 96360 members 
Entering Unmasked Estep 
Score: -19838890.000000 Penalty: 5889.230957
	Iteration 36Q: 3 clusters Score -1.983889e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 97642 members 
Entering Unmasked Estep 
Score: -19839262.000000 Penalty: 5889.230957
	Iteration 37Q: 3 clusters Score -1.983926e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 98990 members 
Entering Unmasked Estep 
Score: -19839566.000000 Penalty: 5889.230957
	Iteration 38Q: 3 clusters Score -1.983957e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43044 members 
Mstep: Class 2 contains 100364 members 
Entering Unmasked Estep 
Score: -19839846.000000 Penalty: 5889.230957
	Iteration 39Q: 3 clusters Score -1.983985e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 101802 members 
Entering Unmasked Estep 
Score: -19840014.000000 Penalty: 5889.230957
	Iteration 40F: 3 clusters Score -1.984001e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 103238 members 
Entering Unmasked Estep 
Score: -19840352.000000 Penalty: 5889.230957
	Iteration 41Q: 3 clusters Score -1.984035e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 104674 members 
Entering Unmasked Estep 
Score: -19840590.000000 Penalty: 5889.230957
	Iteration 42Q: 3 clusters Score -1.984059e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 106121 members 
Entering Unmasked Estep 
Score: -19840828.000000 Penalty: 5889.230957
	Iteration 43Q: 3 clusters Score -1.984083e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 107562 members 
Entering Unmasked Estep 
Score: -19841144.000000 Penalty: 5889.230957
	Iteration 44Q: 3 clusters Score -1.984114e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 108964 members 
Entering Unmasked Estep 
Score: -19841464.000000 Penalty: 5889.230957
	Iteration 45Q: 3 clusters Score -1.984146e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 110398 members 
Entering Unmasked Estep 
Score: -19841646.000000 Penalty: 5889.230957
	Iteration 46Q: 3 clusters Score -1.984165e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 111860 members 
Entering Unmasked Estep 
Score: -19842068.000000 Penalty: 5889.230957
	Iteration 47Q: 3 clusters Score -1.984207e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 113354 members 
Entering Unmasked Estep 
Score: -19842454.000000 Penalty: 5889.230957
	Iteration 48Q: 3 clusters Score -1.984245e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 114728 members 
Entering Unmasked Estep 
Score: -19842786.000000 Penalty: 5889.230957
	Iteration 49Q: 3 clusters Score -1.984279e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 116128 members 
Entering Unmasked Estep 
Score: -19843004.000000 Penalty: 5889.230957
	Iteration 50Q: 3 clusters Score -1.9843e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 117620 members 
Entering Unmasked Estep 
Score: -19843380.000000 Penalty: 5889.230957
	Iteration 51Q: 3 clusters Score -1.984338e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 119063 members 
Entering Unmasked Estep 
Score: -19843686.000000 Penalty: 5889.230957
	Iteration 52Q: 3 clusters Score -1.984369e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 120441 members 
Entering Unmasked Estep 
Score: -19843924.000000 Penalty: 5889.230957
	Iteration 53Q: 3 clusters Score -1.984392e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 121750 members 
Entering Unmasked Estep 
Score: -19844166.000000 Penalty: 5889.230957
	Iteration 54Q: 3 clusters Score -1.984417e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 123075 members 
Entering Unmasked Estep 
Score: -19844486.000000 Penalty: 5889.230957
	Iteration 55Q: 3 clusters Score -1.984449e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 124342 members 
Entering Unmasked Estep 
Score: -19844736.000000 Penalty: 5889.230957
	Iteration 56Q: 3 clusters Score -1.984474e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 125511 members 
Entering Unmasked Estep 
Score: -19845004.000000 Penalty: 5889.230957
	Iteration 57Q: 3 clusters Score -1.9845e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 126635 members 
Entering Unmasked Estep 
Score: -19845192.000000 Penalty: 5889.230957
	Iteration 58Q: 3 clusters Score -1.984519e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 127722 members 
Entering Unmasked Estep 
Score: -19845408.000000 Penalty: 5889.230957
	Iteration 59Q: 3 clusters Score -1.984541e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 128782 members 
Entering Unmasked Estep 
Score: -19845660.000000 Penalty: 5889.230957
	Iteration 60F: 3 clusters Score -1.984566e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 129781 members 
Entering Unmasked Estep 
Score: -19845806.000000 Penalty: 5889.230957
	Iteration 61Q: 3 clusters Score -1.984581e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 130765 members 
Entering Unmasked Estep 
Score: -19846042.000000 Penalty: 5889.230957
	Iteration 62Q: 3 clusters Score -1.984604e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 131704 members 
Entering Unmasked Estep 
Score: -19846208.000000 Penalty: 5889.230957
	Iteration 63Q: 3 clusters Score -1.984621e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 132593 members 
Entering Unmasked Estep 
Score: -19846356.000000 Penalty: 5889.230957
	Iteration 64Q: 3 clusters Score -1.984636e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 133452 members 
Entering Unmasked Estep 
Score: -19846482.000000 Penalty: 5889.230957
	Iteration 65Q: 3 clusters Score -1.984648e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 134209 members 
Entering Unmasked Estep 
Score: -19846700.000000 Penalty: 5889.230957
	Iteration 66Q: 3 clusters Score -1.98467e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 134920 members 
Entering Unmasked Estep 
Score: -19846848.000000 Penalty: 5889.230957
	Iteration 67Q: 3 clusters Score -1.984685e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 135573 members 
Entering Unmasked Estep 
Score: -19847016.000000 Penalty: 5889.230957
	Iteration 68Q: 3 clusters Score -1.984702e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 136189 members 
Entering Unmasked Estep 
Score: -19847120.000000 Penalty: 5889.230957
	Iteration 69Q: 3 clusters Score -1.984712e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 136803 members 
Entering Unmasked Estep 
Score: -19847270.000000 Penalty: 5889.230957
	Iteration 70Q: 3 clusters Score -1.984727e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 137383 members 
Entering Unmasked Estep 
Score: -19847436.000000 Penalty: 5889.230957
	Iteration 71Q: 3 clusters Score -1.984744e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 137876 members 
Entering Unmasked Estep 
Score: -19847482.000000 Penalty: 5889.230957
	Iteration 72Q: 3 clusters Score -1.984748e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 138313 members 
Entering Unmasked Estep 
Score: -19847524.000000 Penalty: 5889.230957
	Iteration 73Q: 3 clusters Score -1.984752e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 138715 members 
Entering Unmasked Estep 
Score: -19847656.000000 Penalty: 5889.230957
	Iteration 74Q: 3 clusters Score -1.984766e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 139111 members 
Entering Unmasked Estep 
Score: -19847780.000000 Penalty: 5889.230957
	Iteration 75Q: 3 clusters Score -1.984778e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 139434 members 
Entering Unmasked Estep 
Score: -19847828.000000 Penalty: 5889.230957
	Iteration 76Q: 3 clusters Score -1.984783e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 139702 members 
Entering Unmasked Estep 
Score: -19847906.000000 Penalty: 5889.230957
	Iteration 77Q: 3 clusters Score -1.984791e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 139949 members 
Entering Unmasked Estep 
Score: -19847954.000000 Penalty: 5889.230957
	Iteration 78Q: 3 clusters Score -1.984795e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 140171 members 
Entering Unmasked Estep 
Score: -19848058.000000 Penalty: 5889.230957
	Iteration 79Q: 3 clusters Score -1.984806e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 140389 members 
Entering Unmasked Estep 
Score: -19848068.000000 Penalty: 5889.230957
	Iteration 80F: 3 clusters Score -1.984807e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 140575 members 
Entering Unmasked Estep 
Score: -19848070.000000 Penalty: 5889.230957
	Iteration 81Q: 3 clusters Score -1.984807e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 140744 members 
Entering Unmasked Estep 
Score: -19848150.000000 Penalty: 5889.230957
	Iteration 82Q: 3 clusters Score -1.984815e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 140900 members 
Entering Unmasked Estep 
Score: -19848216.000000 Penalty: 5889.230957
	Iteration 83Q: 3 clusters Score -1.984822e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 141035 members 
Entering Unmasked Estep 
Score: -19848290.000000 Penalty: 5889.230957
	Iteration 84Q: 3 clusters Score -1.984829e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 141150 members 
Entering Unmasked Estep 
Score: -19848306.000000 Penalty: 5889.230957
	Iteration 85Q: 3 clusters Score -1.984831e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 141257 members 
Entering Unmasked Estep 
Score: -19848290.000000 Penalty: 5889.230957
	Iteration 86Q: 3 clusters Score -1.984829e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 141347 members 
Entering Unmasked Estep 
Score: -19848306.000000 Penalty: 5889.230957
	Iteration 87Q: 3 clusters Score -1.984831e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 141422 members 
Entering Unmasked Estep 
Score: -19848310.000000 Penalty: 5889.230957
	Iteration 88Q: 3 clusters Score -1.984831e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 141497 members 
Entering Unmasked Estep 
Score: -19848316.000000 Penalty: 5889.230957
	Iteration 89Q: 3 clusters Score -1.984832e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 141563 members 
Entering Unmasked Estep 
Score: -19848350.000000 Penalty: 5889.230957
	Iteration 90Q: 3 clusters Score -1.984835e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 141631 members 
Entering Unmasked Estep 
Score: -19848362.000000 Penalty: 5889.230957
	Iteration 91Q: 3 clusters Score -1.984836e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 141692 members 
Entering Unmasked Estep 
Score: -19848354.000000 Penalty: 5889.230957
	Iteration 92Q: 3 clusters Score -1.984835e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 141748 members 
Entering Unmasked Estep 
Score: -19848388.000000 Penalty: 5889.230957
	Iteration 93Q: 3 clusters Score -1.984839e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 141800 members 
Entering Unmasked Estep 
Score: -19848410.000000 Penalty: 5889.230957
	Iteration 94Q: 3 clusters Score -1.984841e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 141838 members 
Entering Unmasked Estep 
Score: -19848402.000000 Penalty: 5889.230957
	Iteration 95Q: 3 clusters Score -1.98484e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 141870 members 
Entering Unmasked Estep 
Score: -19848412.000000 Penalty: 5889.230957
	Iteration 96Q: 3 clusters Score -1.984841e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 141902 members 
Entering Unmasked Estep 
Score: -19848442.000000 Penalty: 5889.230957
	Iteration 97Q: 3 clusters Score -1.984844e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 141928 members 
Entering Unmasked Estep 
Score: -19848460.000000 Penalty: 5889.230957
	Iteration 98Q: 3 clusters Score -1.984846e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 141956 members 
Entering Unmasked Estep 
Score: -19848464.000000 Penalty: 5889.230957
	Iteration 99Q: 3 clusters Score -1.984846e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 141981 members 
Entering Unmasked Estep 
Score: -19848456.000000 Penalty: 5889.230957
	Iteration 100F: 3 clusters Score -1.984846e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 141999 members 
Entering Unmasked Estep 
Score: -19848446.000000 Penalty: 5889.230957
	Iteration 101Q: 3 clusters Score -1.984845e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 142027 members 
Entering Unmasked Estep 
Score: -19848456.000000 Penalty: 5889.230957
	Iteration 102Q: 3 clusters Score -1.984846e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 142050 members 
Entering Unmasked Estep 
Score: -19848460.000000 Penalty: 5889.230957
	Iteration 103Q: 3 clusters Score -1.984846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 142066 members 
Entering Unmasked Estep 
Score: -19848460.000000 Penalty: 5889.230957
	Iteration 104Q: 3 clusters Score -1.984846e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 142083 members 
Entering Unmasked Estep 
Score: -19848452.000000 Penalty: 5889.230957
	Iteration 105Q: 3 clusters Score -1.984845e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 142104 members 
Entering Unmasked Estep 
Score: -19848468.000000 Penalty: 5889.230957
	Iteration 106Q: 3 clusters Score -1.984847e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 142113 members 
Entering Unmasked Estep 
Score: -19848472.000000 Penalty: 5889.230957
	Iteration 107Q: 3 clusters Score -1.984847e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 142127 members 
Entering Unmasked Estep 
Score: -19848480.000000 Penalty: 5889.230957
	Iteration 108Q: 3 clusters Score -1.984848e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 142141 members 
Entering Unmasked Estep 
Score: -19848488.000000 Penalty: 5889.230957
	Iteration 109Q: 3 clusters Score -1.984849e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 142152 members 
Entering Unmasked Estep 
Score: -19848468.000000 Penalty: 5889.230957
	Iteration 110Q: 3 clusters Score -1.984847e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 142162 members 
Entering Unmasked Estep 
Score: -19848478.000000 Penalty: 5889.230957
	Iteration 111Q: 3 clusters Score -1.984848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 142169 members 
Entering Unmasked Estep 
Score: -19848486.000000 Penalty: 5889.230957
	Iteration 112Q: 3 clusters Score -1.984849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 142172 members 
Entering Unmasked Estep 
Score: -19848496.000000 Penalty: 5889.230957
	Iteration 113Q: 3 clusters Score -1.98485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 142174 members 
Entering Unmasked Estep 
Score: -19848490.000000 Penalty: 5889.230957
	Iteration 114Q: 3 clusters Score -1.984849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 142175 members 
Entering Unmasked Estep 
Score: -19848470.000000 Penalty: 5889.230957
	Iteration 115Q: 3 clusters Score -1.984847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 142175 members 
Entering Unmasked Estep 
Score: -19848470.000000 Penalty: 5889.230957
	Iteration 116F: 3 clusters Score -1.984847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (155409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155409 members 
Entering Unmasked Estep 
Score: -21630454.000000 Penalty: 2964.546143
	Iteration 0F: 2 clusters Score -2.163045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77437 members 
Mstep: Class 2 contains 77972 members 
Entering Unmasked Estep 
Score: -21533208.000000 Penalty: 5929.092285
	Iteration 0F: 3 clusters Score -2.153321e+07 nChanged 74471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74232 members 
Mstep: Class 2 contains 81177 members 
Entering Unmasked Estep 
Score: -21576866.000000 Penalty: 5929.092285
	Iteration 1F: 3 clusters Score -2.157687e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71834 members 
Mstep: Class 2 contains 83575 members 
Entering Unmasked Estep 
Score: -21578158.000000 Penalty: 5929.092285
	Iteration 2Q: 3 clusters Score -2.157816e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68190 members 
Mstep: Class 2 contains 87219 members 
Entering Unmasked Estep 
Score: -21579920.000000 Penalty: 5929.092285
	Iteration 3Q: 3 clusters Score -2.157992e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62668 members 
Mstep: Class 2 contains 92741 members 
Entering Unmasked Estep 
Score: -21582966.000000 Penalty: 5929.092285
	Iteration 4Q: 3 clusters Score -2.158297e+07 nChanged 8936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 100753 members 
Entering Unmasked Estep 
Score: -21588194.000000 Penalty: 5929.092285
	Iteration 5F: 3 clusters Score -2.158819e+07 nChanged 11367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 111502 members 
Entering Unmasked Estep 
Score: -21596492.000000 Penalty: 5929.092285
	Iteration 6F: 3 clusters Score -2.159649e+07 nChanged 12801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 123965 members 
Entering Unmasked Estep 
Score: -21607212.000000 Penalty: 5929.092285
	Iteration 7F: 3 clusters Score -2.160721e+07 nChanged 11475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 135258 members 
Entering Unmasked Estep 
Score: -21616668.000000 Penalty: 5929.092285
	Iteration 8F: 3 clusters Score -2.161667e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 142854 members 
Entering Unmasked Estep 
Score: -21622390.000000 Penalty: 5929.092285
	Iteration 9F: 3 clusters Score -2.162239e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 146990 members 
Entering Unmasked Estep 
Score: -21625250.000000 Penalty: 5929.092285
	Iteration 10Q: 3 clusters Score -2.162525e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 149093 members 
Entering Unmasked Estep 
Score: -21626764.000000 Penalty: 5929.092285
	Iteration 11Q: 3 clusters Score -2.162676e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 150335 members 
Entering Unmasked Estep 
Score: -21627630.000000 Penalty: 5929.092285
	Iteration 12Q: 3 clusters Score -2.162763e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 151142 members 
Entering Unmasked Estep 
Score: -21628054.000000 Penalty: 5929.092285
	Iteration 13Q: 3 clusters Score -2.162805e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 151729 members 
Entering Unmasked Estep 
Score: -21628252.000000 Penalty: 5929.092285
	Iteration 14Q: 3 clusters Score -2.162825e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 152138 members 
Entering Unmasked Estep 
Score: -21628370.000000 Penalty: 5929.092285
	Iteration 15Q: 3 clusters Score -2.162837e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 152460 members 
Entering Unmasked Estep 
Score: -21628410.000000 Penalty: 5929.092285
	Iteration 16Q: 3 clusters Score -2.162841e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 152700 members 
Entering Unmasked Estep 
Score: -21628490.000000 Penalty: 5929.092285
	Iteration 17Q: 3 clusters Score -2.162849e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 152881 members 
Entering Unmasked Estep 
Score: -21628472.000000 Penalty: 5929.092285
	Iteration 18Q: 3 clusters Score -2.162847e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 153034 members 
Entering Unmasked Estep 
Score: -21628458.000000 Penalty: 5929.092285
	Iteration 19Q: 3 clusters Score -2.162846e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 153154 members 
Entering Unmasked Estep 
Score: -21628504.000000 Penalty: 5929.092285
	Iteration 20F: 3 clusters Score -2.16285e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 153257 members 
Entering Unmasked Estep 
Score: -21628528.000000 Penalty: 5929.092285
	Iteration 21Q: 3 clusters Score -2.162853e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 153331 members 
Entering Unmasked Estep 
Score: -21628518.000000 Penalty: 5929.092285
	Iteration 22Q: 3 clusters Score -2.162852e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 153394 members 
Entering Unmasked Estep 
Score: -21628532.000000 Penalty: 5929.092285
	Iteration 23Q: 3 clusters Score -2.162853e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 153449 members 
Entering Unmasked Estep 
Score: -21628550.000000 Penalty: 5929.092285
	Iteration 24Q: 3 clusters Score -2.162855e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 153506 members 
Entering Unmasked Estep 
Score: -21628564.000000 Penalty: 5929.092285
	Iteration 25Q: 3 clusters Score -2.162856e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 153549 members 
Entering Unmasked Estep 
Score: -21628554.000000 Penalty: 5929.092285
	Iteration 26Q: 3 clusters Score -2.162855e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 153578 members 
Entering Unmasked Estep 
Score: -21628542.000000 Penalty: 5929.092285
	Iteration 27Q: 3 clusters Score -2.162854e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 153598 members 
Entering Unmasked Estep 
Score: -21628560.000000 Penalty: 5929.092285
	Iteration 28Q: 3 clusters Score -2.162856e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 153613 members 
Entering Unmasked Estep 
Score: -21628548.000000 Penalty: 5929.092285
	Iteration 29Q: 3 clusters Score -2.162855e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 153634 members 
Entering Unmasked Estep 
Score: -21628546.000000 Penalty: 5929.092285
	Iteration 30Q: 3 clusters Score -2.162855e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 153655 members 
Entering Unmasked Estep 
Score: -21628552.000000 Penalty: 5929.092285
	Iteration 31Q: 3 clusters Score -2.162855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 153668 members 
Entering Unmasked Estep 
Score: -21628550.000000 Penalty: 5929.092285
	Iteration 32Q: 3 clusters Score -2.162855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 153675 members 
Entering Unmasked Estep 
Score: -21628566.000000 Penalty: 5929.092285
	Iteration 33Q: 3 clusters Score -2.162857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 153681 members 
Entering Unmasked Estep 
Score: -21628550.000000 Penalty: 5929.092285
	Iteration 34Q: 3 clusters Score -2.162855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 153684 members 
Entering Unmasked Estep 
Score: -21628554.000000 Penalty: 5929.092285
	Iteration 35Q: 3 clusters Score -2.162855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 153684 members 
Entering Unmasked Estep 
Score: -21628554.000000 Penalty: 5929.092285
	Iteration 36F: 3 clusters Score -2.162855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Entering Unmasked Estep 
Score: -4529007.000000 Penalty: 2575.039551
	Iteration 0F: 2 clusters Score -4529007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -4506956.500000 Penalty: 5150.079102
	Iteration 0F: 3 clusters Score -4506956 nChanged 14638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -4515059.500000 Penalty: 5150.079102
	Iteration 1F: 3 clusters Score -4515060 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -4515635.000000 Penalty: 5150.079102
	Iteration 2Q: 3 clusters Score -4515635 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -4516281.000000 Penalty: 5150.079102
	Iteration 3Q: 3 clusters Score -4516281 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -4516956.500000 Penalty: 5150.079102
	Iteration 4Q: 3 clusters Score -4516956 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -4517799.500000 Penalty: 5150.079102
	Iteration 5Q: 3 clusters Score -4517800 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -4518841.500000 Penalty: 5150.079102
	Iteration 6F: 3 clusters Score -4518842 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -4520070.500000 Penalty: 5150.079102
	Iteration 7F: 3 clusters Score -4520070 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -4521371.000000 Penalty: 5150.079102
	Iteration 8F: 3 clusters Score -4521371 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -4522599.000000 Penalty: 5150.079102
	Iteration 9Q: 3 clusters Score -4522599 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -4523751.500000 Penalty: 5150.079102
	Iteration 10Q: 3 clusters Score -4523752 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -4524742.500000 Penalty: 5150.079102
	Iteration 11Q: 3 clusters Score -4524742 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4525445.000000 Penalty: 5150.079102
	Iteration 12Q: 3 clusters Score -4525445 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4525923.000000 Penalty: 5150.079102
	Iteration 13Q: 3 clusters Score -4525923 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4526241.500000 Penalty: 5150.079102
	Iteration 14Q: 3 clusters Score -4526242 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4526400.500000 Penalty: 5150.079102
	Iteration 15Q: 3 clusters Score -4526400 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4526521.000000 Penalty: 5150.079102
	Iteration 16Q: 3 clusters Score -4526521 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4526594.000000 Penalty: 5150.079102
	Iteration 17Q: 3 clusters Score -4526594 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4526655.000000 Penalty: 5150.079102
	Iteration 18Q: 3 clusters Score -4526655 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4526693.000000 Penalty: 5150.079102
	Iteration 19Q: 3 clusters Score -4526693 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4526723.000000 Penalty: 5150.079102
	Iteration 20F: 3 clusters Score -4526723 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4526745.000000 Penalty: 5150.079102
	Iteration 21Q: 3 clusters Score -4526745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4526766.000000 Penalty: 5150.079102
	Iteration 22Q: 3 clusters Score -4526766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4526765.000000 Penalty: 5150.079102
	Iteration 23Q: 3 clusters Score -4526765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4526786.500000 Penalty: 5150.079102
	Iteration 24Q: 3 clusters Score -4526786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4526793.000000 Penalty: 5150.079102
	Iteration 25Q: 3 clusters Score -4526793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4526804.000000 Penalty: 5150.079102
	Iteration 26Q: 3 clusters Score -4526804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4526806.500000 Penalty: 5150.079102
	Iteration 27Q: 3 clusters Score -4526806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4526816.500000 Penalty: 5150.079102
	Iteration 28Q: 3 clusters Score -4526816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4526815.000000 Penalty: 5150.079102
	Iteration 29Q: 3 clusters Score -4526815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4526818.000000 Penalty: 5150.079102
	Iteration 30Q: 3 clusters Score -4526818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4526818.000000 Penalty: 5150.079102
	Iteration 31F: 3 clusters Score -4526818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -140085.343750 Penalty: 1731.519775
	Iteration 0F: 2 clusters Score -140085.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -138131.265625 Penalty: 3463.039551
	Iteration 0F: 3 clusters Score -138131.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -138488.500000 Penalty: 3463.039551
	Iteration 1F: 3 clusters Score -138488.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -138631.078125 Penalty: 3463.039551
	Iteration 2F: 3 clusters Score -138631.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -138736.656250 Penalty: 3463.039551
	Iteration 3F: 3 clusters Score -138736.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -138831.125000 Penalty: 3463.039551
	Iteration 4Q: 3 clusters Score -138831.1 nChanged 39
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: -138914.421875 Penalty: 3463.039551
	Iteration 5Q: 3 clusters Score -138914.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -139018.203125 Penalty: 3463.039551
	Iteration 6Q: 3 clusters Score -139018.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -139130.625000 Penalty: 3463.039551
	Iteration 7Q: 3 clusters Score -139130.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -139257.546875 Penalty: 3463.039551
	Iteration 8Q: 3 clusters Score -139257.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -139372.656250 Penalty: 3463.039551
	Iteration 9Q: 3 clusters Score -139372.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -139408.109375 Penalty: 3463.039551
	Iteration 10Q: 3 clusters Score -139408.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -139424.484375 Penalty: 3463.039551
	Iteration 11Q: 3 clusters Score -139424.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -139437.953125 Penalty: 3463.039551
	Iteration 12Q: 3 clusters Score -139438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -139443.750000 Penalty: 3463.039551
	Iteration 13Q: 3 clusters Score -139443.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -139448.859375 Penalty: 3463.039551
	Iteration 14Q: 3 clusters Score -139448.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -139449.359375 Penalty: 3463.039551
	Iteration 15Q: 3 clusters Score -139449.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -139449.359375 Penalty: 3463.039551
	Iteration 16F: 3 clusters Score -139449.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Entering Unmasked Estep 
Score: -5409471.000000 Penalty: 2618.563965
	Iteration 0F: 2 clusters Score -5409471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -5383166.000000 Penalty: 5237.127930
	Iteration 0F: 3 clusters Score -5383166 nChanged 17723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -5393180.500000 Penalty: 5237.127930
	Iteration 1F: 3 clusters Score -5393180 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -5394004.000000 Penalty: 5237.127930
	Iteration 2F: 3 clusters Score -5394004 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -5394936.000000 Penalty: 5237.127930
	Iteration 3F: 3 clusters Score -5394936 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -5396159.000000 Penalty: 5237.127930
	Iteration 4F: 3 clusters Score -5396159 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -5397846.000000 Penalty: 5237.127930
	Iteration 5F: 3 clusters Score -5397846 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -5399968.500000 Penalty: 5237.127930
	Iteration 6F: 3 clusters Score -5399968 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -5402160.500000 Penalty: 5237.127930
	Iteration 7F: 3 clusters Score -5402160 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -5404099.500000 Penalty: 5237.127930
	Iteration 8F: 3 clusters Score -5404100 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -5405542.000000 Penalty: 5237.127930
	Iteration 9Q: 3 clusters Score -5405542 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -5406386.500000 Penalty: 5237.127930
	Iteration 10Q: 3 clusters Score -5406386 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -5406766.000000 Penalty: 5237.127930
	Iteration 11Q: 3 clusters Score -5406766 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -5406916.000000 Penalty: 5237.127930
	Iteration 12Q: 3 clusters Score -5406916 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -5406987.000000 Penalty: 5237.127930
	Iteration 13Q: 3 clusters Score -5406987 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -5407031.500000 Penalty: 5237.127930
	Iteration 14Q: 3 clusters Score -5407032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -5407074.000000 Penalty: 5237.127930
	Iteration 15Q: 3 clusters Score -5407074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -5407106.500000 Penalty: 5237.127930
	Iteration 16Q: 3 clusters Score -5407106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -5407130.500000 Penalty: 5237.127930
	Iteration 17Q: 3 clusters Score -5407130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -5407151.000000 Penalty: 5237.127930
	Iteration 18Q: 3 clusters Score -5407151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -5407159.000000 Penalty: 5237.127930
	Iteration 19Q: 3 clusters Score -5407159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -5407171.000000 Penalty: 5237.127930
	Iteration 20F: 3 clusters Score -5407171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -5407174.000000 Penalty: 5237.127930
	Iteration 21Q: 3 clusters Score -5407174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -5407181.500000 Penalty: 5237.127930
	Iteration 22Q: 3 clusters Score -5407182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -5407185.000000 Penalty: 5237.127930
	Iteration 23Q: 3 clusters Score -5407185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -5407186.000000 Penalty: 5237.127930
	Iteration 24Q: 3 clusters Score -5407186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -5407186.000000 Penalty: 5237.127930
	Iteration 25F: 3 clusters Score -5407186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Entering Unmasked Estep 
Score: -2452111.750000 Penalty: 2430.045654
	Iteration 0F: 2 clusters Score -2452112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2439348.750000 Penalty: 4860.091309
	Iteration 0F: 3 clusters Score -2439349 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2443638.250000 Penalty: 4860.091309
	Iteration 1F: 3 clusters Score -2443638 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2444347.000000 Penalty: 4860.091309
	Iteration 2F: 3 clusters Score -2444347 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2445002.750000 Penalty: 4860.091309
	Iteration 3F: 3 clusters Score -2445003 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2445631.500000 Penalty: 4860.091309
	Iteration 4F: 3 clusters Score -2445632 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2446167.750000 Penalty: 4860.091309
	Iteration 5F: 3 clusters Score -2446168 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2446642.500000 Penalty: 4860.091309
	Iteration 6Q: 3 clusters Score -2446642 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2447088.000000 Penalty: 4860.091309
	Iteration 7Q: 3 clusters Score -2447088 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2447463.750000 Penalty: 4860.091309
	Iteration 8Q: 3 clusters Score -2447464 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2447845.750000 Penalty: 4860.091309
	Iteration 9Q: 3 clusters Score -2447846 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2448221.750000 Penalty: 4860.091309
	Iteration 10Q: 3 clusters Score -2448222 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2448579.000000 Penalty: 4860.091309
	Iteration 11Q: 3 clusters Score -2448579 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2448991.500000 Penalty: 4860.091309
	Iteration 12Q: 3 clusters Score -2448992 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -2449438.250000 Penalty: 4860.091309
	Iteration 13Q: 3 clusters Score -2449438 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2449886.500000 Penalty: 4860.091309
	Iteration 14Q: 3 clusters Score -2449886 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2450291.750000 Penalty: 4860.091309
	Iteration 15Q: 3 clusters Score -2450292 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -2450689.250000 Penalty: 4860.091309
	Iteration 16Q: 3 clusters Score -2450689 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2451029.000000 Penalty: 4860.091309
	Iteration 17Q: 3 clusters Score -2451029 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2451271.000000 Penalty: 4860.091309
	Iteration 18Q: 3 clusters Score -2451271 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2451399.500000 Penalty: 4860.091309
	Iteration 19Q: 3 clusters Score -2451400 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2451465.500000 Penalty: 4860.091309
	Iteration 20F: 3 clusters Score -2451466 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2451500.500000 Penalty: 4860.091309
	Iteration 21Q: 3 clusters Score -2451500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2451534.250000 Penalty: 4860.091309
	Iteration 22Q: 3 clusters Score -2451534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2451538.250000 Penalty: 4860.091309
	Iteration 23Q: 3 clusters Score -2451538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2451547.500000 Penalty: 4860.091309
	Iteration 24Q: 3 clusters Score -2451548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2451555.250000 Penalty: 4860.091309
	Iteration 25Q: 3 clusters Score -2451555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2451574.250000 Penalty: 4860.091309
	Iteration 26Q: 3 clusters Score -2451574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2451582.000000 Penalty: 4860.091309
	Iteration 27Q: 3 clusters Score -2451582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2451585.750000 Penalty: 4860.091309
	Iteration 28Q: 3 clusters Score -2451586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2451589.000000 Penalty: 4860.091309
	Iteration 29Q: 3 clusters Score -2451589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2451594.750000 Penalty: 4860.091309
	Iteration 30Q: 3 clusters Score -2451595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2451598.500000 Penalty: 4860.091309
	Iteration 31Q: 3 clusters Score -2451598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2451597.750000 Penalty: 4860.091309
	Iteration 32Q: 3 clusters Score -2451598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2451597.750000 Penalty: 4860.091309
	Iteration 33F: 3 clusters Score -2451598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Entering Unmasked Estep 
Score: -6726866.500000 Penalty: 2674.222656
	Iteration 0F: 2 clusters Score -6726866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -6694562.000000 Penalty: 5348.445312
	Iteration 0F: 3 clusters Score -6694562 nChanged 22101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -6706518.000000 Penalty: 5348.445312
	Iteration 1F: 3 clusters Score -6706518 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -6707044.000000 Penalty: 5348.445312
	Iteration 2Q: 3 clusters Score -6707044 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -6707625.000000 Penalty: 5348.445312
	Iteration 3Q: 3 clusters Score -6707625 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -6708281.500000 Penalty: 5348.445312
	Iteration 4Q: 3 clusters Score -6708282 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -6709041.000000 Penalty: 5348.445312
	Iteration 5Q: 3 clusters Score -6709041 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -6709894.000000 Penalty: 5348.445312
	Iteration 6Q: 3 clusters Score -6709894 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -6711067.500000 Penalty: 5348.445312
	Iteration 7Q: 3 clusters Score -6711068 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -6712498.500000 Penalty: 5348.445312
	Iteration 8F: 3 clusters Score -6712498 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -6714301.000000 Penalty: 5348.445312
	Iteration 9F: 3 clusters Score -6714301 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -6716484.000000 Penalty: 5348.445312
	Iteration 10F: 3 clusters Score -6716484 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -6718936.000000 Penalty: 5348.445312
	Iteration 11F: 3 clusters Score -6718936 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -6721166.500000 Penalty: 5348.445312
	Iteration 12F: 3 clusters Score -6721166 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6722790.000000 Penalty: 5348.445312
	Iteration 13Q: 3 clusters Score -6722790 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6723693.000000 Penalty: 5348.445312
	Iteration 14Q: 3 clusters Score -6723693 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6724094.500000 Penalty: 5348.445312
	Iteration 15Q: 3 clusters Score -6724094 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6724258.000000 Penalty: 5348.445312
	Iteration 16Q: 3 clusters Score -6724258 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6724356.500000 Penalty: 5348.445312
	Iteration 17Q: 3 clusters Score -6724356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6724401.000000 Penalty: 5348.445312
	Iteration 18Q: 3 clusters Score -6724401 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6724433.000000 Penalty: 5348.445312
	Iteration 19Q: 3 clusters Score -6724433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6724458.500000 Penalty: 5348.445312
	Iteration 20F: 3 clusters Score -6724458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6724490.500000 Penalty: 5348.445312
	Iteration 21Q: 3 clusters Score -6724490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6724508.500000 Penalty: 5348.445312
	Iteration 22Q: 3 clusters Score -6724508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6724513.000000 Penalty: 5348.445312
	Iteration 23Q: 3 clusters Score -6724513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6724526.000000 Penalty: 5348.445312
	Iteration 24Q: 3 clusters Score -6724526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6724528.000000 Penalty: 5348.445312
	Iteration 25Q: 3 clusters Score -6724528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6724525.500000 Penalty: 5348.445312
	Iteration 26Q: 3 clusters Score -6724526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6724529.000000 Penalty: 5348.445312
	Iteration 27Q: 3 clusters Score -6724529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6724532.000000 Penalty: 5348.445312
	Iteration 28Q: 3 clusters Score -6724532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47950 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6724531.500000 Penalty: 5348.445312
	Iteration 29Q: 3 clusters Score -6724532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6724533.500000 Penalty: 5348.445312
	Iteration 30Q: 3 clusters Score -6724534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6724537.500000 Penalty: 5348.445312
	Iteration 31Q: 3 clusters Score -6724538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6724536.000000 Penalty: 5348.445312
	Iteration 32Q: 3 clusters Score -6724536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6724534.000000 Penalty: 5348.445312
	Iteration 33Q: 3 clusters Score -6724534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6724534.000000 Penalty: 5348.445312
	Iteration 34F: 3 clusters Score -6724534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (68460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68460 members 
Entering Unmasked Estep 
Score: -9576538.000000 Penalty: 2761.233154
	Iteration 0F: 2 clusters Score -9576538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -9530558.000000 Penalty: 5522.466309
	Iteration 0F: 3 clusters Score -9530558 nChanged 31969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -9548621.000000 Penalty: 5522.466309
	Iteration 1F: 3 clusters Score -9548621 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -9549127.000000 Penalty: 5522.466309
	Iteration 2Q: 3 clusters Score -9549127 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -9549646.000000 Penalty: 5522.466309
	Iteration 3Q: 3 clusters Score -9549646 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -9550403.000000 Penalty: 5522.466309
	Iteration 4Q: 3 clusters Score -9550403 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -9551419.000000 Penalty: 5522.466309
	Iteration 5Q: 3 clusters Score -9551419 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -9553272.000000 Penalty: 5522.466309
	Iteration 6F: 3 clusters Score -9553272 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -9556602.000000 Penalty: 5522.466309
	Iteration 7F: 3 clusters Score -9556602 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 54874 members 
Entering Unmasked Estep 
Score: -9561437.000000 Penalty: 5522.466309
	Iteration 8F: 3 clusters Score -9561437 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 60415 members 
Entering Unmasked Estep 
Score: -9566841.000000 Penalty: 5522.466309
	Iteration 9F: 3 clusters Score -9566841 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 64438 members 
Entering Unmasked Estep 
Score: -9570728.000000 Penalty: 5522.466309
	Iteration 10F: 3 clusters Score -9570728 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 66575 members 
Entering Unmasked Estep 
Score: -9572760.000000 Penalty: 5522.466309
	Iteration 11Q: 3 clusters Score -9572760 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 67508 members 
Entering Unmasked Estep 
Score: -9573628.000000 Penalty: 5522.466309
	Iteration 12Q: 3 clusters Score -9573628 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 67849 members 
Entering Unmasked Estep 
Score: -9573880.000000 Penalty: 5522.466309
	Iteration 13Q: 3 clusters Score -9573880 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 67986 members 
Entering Unmasked Estep 
Score: -9574063.000000 Penalty: 5522.466309
	Iteration 14Q: 3 clusters Score -9574063 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 68035 members 
Entering Unmasked Estep 
Score: -9574125.000000 Penalty: 5522.466309
	Iteration 15Q: 3 clusters Score -9574125 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 68064 members 
Entering Unmasked Estep 
Score: -9574169.000000 Penalty: 5522.466309
	Iteration 16Q: 3 clusters Score -9574169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 68080 members 
Entering Unmasked Estep 
Score: -9574208.000000 Penalty: 5522.466309
	Iteration 17Q: 3 clusters Score -9574208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 68082 members 
Entering Unmasked Estep 
Score: -9574240.000000 Penalty: 5522.466309
	Iteration 18Q: 3 clusters Score -9574240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 68084 members 
Entering Unmasked Estep 
Score: -9574251.000000 Penalty: 5522.466309
	Iteration 19Q: 3 clusters Score -9574251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 68085 members 
Entering Unmasked Estep 
Score: -9574260.000000 Penalty: 5522.466309
	Iteration 20F: 3 clusters Score -9574260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 68085 members 
Entering Unmasked Estep 
Score: -9574264.000000 Penalty: 5522.466309
	Iteration 21Q: 3 clusters Score -9574264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 68085 members 
Entering Unmasked Estep 
Score: -9574269.000000 Penalty: 5522.466309
	Iteration 22Q: 3 clusters Score -9574269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 68087 members 
Entering Unmasked Estep 
Score: -9574268.000000 Penalty: 5522.466309
	Iteration 23Q: 3 clusters Score -9574268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 68088 members 
Entering Unmasked Estep 
Score: -9574282.000000 Penalty: 5522.466309
	Iteration 24Q: 3 clusters Score -9574282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 68087 members 
Entering Unmasked Estep 
Score: -9574279.000000 Penalty: 5522.466309
	Iteration 25Q: 3 clusters Score -9574279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 68085 members 
Entering Unmasked Estep 
Score: -9574279.000000 Penalty: 5522.466309
	Iteration 26Q: 3 clusters Score -9574279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 68085 members 
Entering Unmasked Estep 
Score: -9574280.000000 Penalty: 5522.466309
	Iteration 27Q: 3 clusters Score -9574280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 68085 members 
Entering Unmasked Estep 
Score: -9574280.000000 Penalty: 5522.466309
	Iteration 28F: 3 clusters Score -9574280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (43172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Entering Unmasked Estep 
Score: -5847310.500000 Penalty: 2646.890869
	Iteration 0F: 2 clusters Score -5847310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -5818140.500000 Penalty: 5293.781738
	Iteration 0F: 3 clusters Score -5818140 nChanged 19837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -5829000.000000 Penalty: 5293.781738
	Iteration 1F: 3 clusters Score -5829000 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -5829466.000000 Penalty: 5293.781738
	Iteration 2Q: 3 clusters Score -5829466 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -5829838.000000 Penalty: 5293.781738
	Iteration 3Q: 3 clusters Score -5829838 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -5830209.000000 Penalty: 5293.781738
	Iteration 4Q: 3 clusters Score -5830209 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -5830519.000000 Penalty: 5293.781738
	Iteration 5Q: 3 clusters Score -5830519 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -5830846.500000 Penalty: 5293.781738
	Iteration 6Q: 3 clusters Score -5830846 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -5831150.500000 Penalty: 5293.781738
	Iteration 7Q: 3 clusters Score -5831150 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -5831616.500000 Penalty: 5293.781738
	Iteration 8Q: 3 clusters Score -5831616 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -5832195.000000 Penalty: 5293.781738
	Iteration 9Q: 3 clusters Score -5832195 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -5832977.500000 Penalty: 5293.781738
	Iteration 10Q: 3 clusters Score -5832978 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -5834028.500000 Penalty: 5293.781738
	Iteration 11Q: 3 clusters Score -5834028 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -5835473.000000 Penalty: 5293.781738
	Iteration 12F: 3 clusters Score -5835473 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -5837157.000000 Penalty: 5293.781738
	Iteration 13F: 3 clusters Score -5837157 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -5838988.000000 Penalty: 5293.781738
	Iteration 14F: 3 clusters Score -5838988 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -5840789.000000 Penalty: 5293.781738
	Iteration 15F: 3 clusters Score -5840789 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -5842402.000000 Penalty: 5293.781738
	Iteration 16Q: 3 clusters Score -5842402 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -5843721.500000 Penalty: 5293.781738
	Iteration 17Q: 3 clusters Score -5843722 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -5844547.500000 Penalty: 5293.781738
	Iteration 18Q: 3 clusters Score -5844548 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -5844941.000000 Penalty: 5293.781738
	Iteration 19Q: 3 clusters Score -5844941 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -5845129.500000 Penalty: 5293.781738
	Iteration 20F: 3 clusters Score -5845130 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -5845239.000000 Penalty: 5293.781738
	Iteration 21Q: 3 clusters Score -5845239 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -5845290.000000 Penalty: 5293.781738
	Iteration 22Q: 3 clusters Score -5845290 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -5845333.000000 Penalty: 5293.781738
	Iteration 23Q: 3 clusters Score -5845333 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -5845352.000000 Penalty: 5293.781738
	Iteration 24Q: 3 clusters Score -5845352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -5845370.000000 Penalty: 5293.781738
	Iteration 25Q: 3 clusters Score -5845370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -5845389.000000 Penalty: 5293.781738
	Iteration 26Q: 3 clusters Score -5845389 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -5845399.000000 Penalty: 5293.781738
	Iteration 27Q: 3 clusters Score -5845399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -5845405.500000 Penalty: 5293.781738
	Iteration 28Q: 3 clusters Score -5845406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -5845410.000000 Penalty: 5293.781738
	Iteration 29Q: 3 clusters Score -5845410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -5845408.000000 Penalty: 5293.781738
	Iteration 30Q: 3 clusters Score -5845408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -5845410.000000 Penalty: 5293.781738
	Iteration 31Q: 3 clusters Score -5845410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -5845410.000000 Penalty: 5293.781738
	Iteration 32F: 3 clusters Score -5845410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -93443.453125 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -93443.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -91771.640625 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -91771.64 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -92144.757812 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -92144.76 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -92456.375000 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -92456.38 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -92896.281250 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -92896.28 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -93141.062500 Penalty: 3284.877197
	Iteration 4F: 3 clusters Score -93141.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -93293.687500 Penalty: 3284.877197
	Iteration 5F: 3 clusters Score -93293.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -93406.882812 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -93406.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -93542.187500 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -93542.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -93603.367188 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -93603.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -93679.789062 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -93679.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -93695.992188 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -93695.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -93711.976562 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -93711.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -93711.976562 Penalty: 3284.877197
	Iteration 12F: 3 clusters Score -93711.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58994 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200354 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11104 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143408 members 
Mstep: Class 19 contains 155409 members 
Mstep: Class 20 contains 32313 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38512 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48202 members 
Mstep: Class 25 contains 68460 members 
Mstep: Class 26 contains 43172 members 
Mstep: Class 27 contains 568 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48148 members 
Mstep: Class 30 contains 296 members 
Mstep: Class 31 contains 184 members 
Entering Unmasked Estep 
Score: -142953232.000000 Penalty: 106614.398438
Splitting cluster 27 changes total score from -142954512.000000 to -142953232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -97161.476562 Penalty: 1639.452515
	Iteration 0F: 2 clusters Score -97161.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -95444.914062 Penalty: 3278.905029
	Iteration 0F: 3 clusters Score -95444.91 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -95697.023438 Penalty: 3278.905029
	Iteration 1F: 3 clusters Score -95697.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -95776.195312 Penalty: 3278.905029
	Iteration 2F: 3 clusters Score -95776.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -95804.109375 Penalty: 3278.905029
	Iteration 3Q: 3 clusters Score -95804.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -95822.335938 Penalty: 3278.905029
	Iteration 4Q: 3 clusters Score -95822.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -95841.671875 Penalty: 3278.905029
	Iteration 5Q: 3 clusters Score -95841.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -95855.101562 Penalty: 3278.905029
	Iteration 6Q: 3 clusters Score -95855.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -95864.085938 Penalty: 3278.905029
	Iteration 7Q: 3 clusters Score -95864.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -95872.726562 Penalty: 3278.905029
	Iteration 8Q: 3 clusters Score -95872.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -95880.812500 Penalty: 3278.905029
	Iteration 9Q: 3 clusters Score -95880.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -95891.148438 Penalty: 3278.905029
	Iteration 10Q: 3 clusters Score -95891.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -95900.593750 Penalty: 3278.905029
	Iteration 11Q: 3 clusters Score -95900.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -95905.921875 Penalty: 3278.905029
	Iteration 12Q: 3 clusters Score -95905.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -95909.734375 Penalty: 3278.905029
	Iteration 13Q: 3 clusters Score -95909.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -95914.304688 Penalty: 3278.905029
	Iteration 14Q: 3 clusters Score -95914.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -95915.843750 Penalty: 3278.905029
	Iteration 15Q: 3 clusters Score -95915.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -95915.843750 Penalty: 3278.905029
	Iteration 16F: 3 clusters Score -95915.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (48148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Entering Unmasked Estep 
Score: -6758852.500000 Penalty: 2673.944580
	Iteration 0F: 2 clusters Score -6758852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -6726304.000000 Penalty: 5347.889160
	Iteration 0F: 3 clusters Score -6726304 nChanged 22281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -6738576.000000 Penalty: 5347.889160
	Iteration 1F: 3 clusters Score -6738576 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -6739258.000000 Penalty: 5347.889160
	Iteration 2Q: 3 clusters Score -6739258 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -6740088.000000 Penalty: 5347.889160
	Iteration 3Q: 3 clusters Score -6740088 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -6741032.500000 Penalty: 5347.889160
	Iteration 4Q: 3 clusters Score -6741032 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -6742323.000000 Penalty: 5347.889160
	Iteration 5F: 3 clusters Score -6742323 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -6744073.000000 Penalty: 5347.889160
	Iteration 6F: 3 clusters Score -6744073 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -6746362.000000 Penalty: 5347.889160
	Iteration 7F: 3 clusters Score -6746362 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -6748867.500000 Penalty: 5347.889160
	Iteration 8F: 3 clusters Score -6748868 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -6751179.500000 Penalty: 5347.889160
	Iteration 9F: 3 clusters Score -6751180 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -6752881.000000 Penalty: 5347.889160
	Iteration 10Q: 3 clusters Score -6752881 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -6753953.000000 Penalty: 5347.889160
	Iteration 11Q: 3 clusters Score -6753953 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -6754575.000000 Penalty: 5347.889160
	Iteration 12Q: 3 clusters Score -6754575 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -6754986.500000 Penalty: 5347.889160
	Iteration 13Q: 3 clusters Score -6754986 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -6755282.500000 Penalty: 5347.889160
	Iteration 14Q: 3 clusters Score -6755282 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -6755484.000000 Penalty: 5347.889160
	Iteration 15Q: 3 clusters Score -6755484 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -6755639.500000 Penalty: 5347.889160
	Iteration 16Q: 3 clusters Score -6755640 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -6755736.000000 Penalty: 5347.889160
	Iteration 17Q: 3 clusters Score -6755736 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -6755877.000000 Penalty: 5347.889160
	Iteration 18Q: 3 clusters Score -6755877 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -6755951.500000 Penalty: 5347.889160
	Iteration 19Q: 3 clusters Score -6755952 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -6756055.000000 Penalty: 5347.889160
	Iteration 20F: 3 clusters Score -6756055 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -6756146.500000 Penalty: 5347.889160
	Iteration 21Q: 3 clusters Score -6756146 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -6756239.000000 Penalty: 5347.889160
	Iteration 22Q: 3 clusters Score -6756239 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -6756311.000000 Penalty: 5347.889160
	Iteration 23Q: 3 clusters Score -6756311 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -6756363.500000 Penalty: 5347.889160
	Iteration 24Q: 3 clusters Score -6756364 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -6756389.000000 Penalty: 5347.889160
	Iteration 25Q: 3 clusters Score -6756389 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -6756454.000000 Penalty: 5347.889160
	Iteration 26Q: 3 clusters Score -6756454 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -6756518.000000 Penalty: 5347.889160
	Iteration 27Q: 3 clusters Score -6756518 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -6756559.500000 Penalty: 5347.889160
	Iteration 28Q: 3 clusters Score -6756560 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -6756635.500000 Penalty: 5347.889160
	Iteration 29Q: 3 clusters Score -6756636 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -6756696.500000 Penalty: 5347.889160
	Iteration 30Q: 3 clusters Score -6756696 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -6756775.000000 Penalty: 5347.889160
	Iteration 31Q: 3 clusters Score -6756775 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -6756811.500000 Penalty: 5347.889160
	Iteration 32Q: 3 clusters Score -6756812 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -6756833.500000 Penalty: 5347.889160
	Iteration 33Q: 3 clusters Score -6756834 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -6756883.500000 Penalty: 5347.889160
	Iteration 34Q: 3 clusters Score -6756884 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -6756912.500000 Penalty: 5347.889160
	Iteration 35Q: 3 clusters Score -6756912 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -6756966.000000 Penalty: 5347.889160
	Iteration 36Q: 3 clusters Score -6756966 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -6756998.000000 Penalty: 5347.889160
	Iteration 37Q: 3 clusters Score -6756998 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -6757029.000000 Penalty: 5347.889160
	Iteration 38Q: 3 clusters Score -6757029 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -6757043.000000 Penalty: 5347.889160
	Iteration 39Q: 3 clusters Score -6757043 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -6757073.500000 Penalty: 5347.889160
	Iteration 40F: 3 clusters Score -6757074 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -6757093.500000 Penalty: 5347.889160
	Iteration 41Q: 3 clusters Score -6757094 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -6757111.000000 Penalty: 5347.889160
	Iteration 42Q: 3 clusters Score -6757111 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -6757137.000000 Penalty: 5347.889160
	Iteration 43Q: 3 clusters Score -6757137 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -6757152.500000 Penalty: 5347.889160
	Iteration 44Q: 3 clusters Score -6757152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -6757183.500000 Penalty: 5347.889160
	Iteration 45Q: 3 clusters Score -6757184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 46738 members 
Entering Unmasked Estep 
Score: -6757177.000000 Penalty: 5347.889160
	Iteration 46Q: 3 clusters Score -6757177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -6757186.500000 Penalty: 5347.889160
	Iteration 47Q: 3 clusters Score -6757186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -6757181.500000 Penalty: 5347.889160
	Iteration 48Q: 3 clusters Score -6757182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -6757202.500000 Penalty: 5347.889160
	Iteration 49Q: 3 clusters Score -6757202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -6757206.000000 Penalty: 5347.889160
	Iteration 50Q: 3 clusters Score -6757206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -6757218.500000 Penalty: 5347.889160
	Iteration 51Q: 3 clusters Score -6757218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -6757223.000000 Penalty: 5347.889160
	Iteration 52Q: 3 clusters Score -6757223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -6757224.000000 Penalty: 5347.889160
	Iteration 53Q: 3 clusters Score -6757224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -6757229.000000 Penalty: 5347.889160
	Iteration 54Q: 3 clusters Score -6757229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -6757231.500000 Penalty: 5347.889160
	Iteration 55Q: 3 clusters Score -6757232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -6757238.500000 Penalty: 5347.889160
	Iteration 56Q: 3 clusters Score -6757238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -6757254.000000 Penalty: 5347.889160
	Iteration 57Q: 3 clusters Score -6757254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -6757255.000000 Penalty: 5347.889160
	Iteration 58Q: 3 clusters Score -6757255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -6757265.500000 Penalty: 5347.889160
	Iteration 59Q: 3 clusters Score -6757266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -6757272.000000 Penalty: 5347.889160
	Iteration 60F: 3 clusters Score -6757272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -6757273.500000 Penalty: 5347.889160
	Iteration 61Q: 3 clusters Score -6757274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -6757283.500000 Penalty: 5347.889160
	Iteration 62Q: 3 clusters Score -6757284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -6757290.500000 Penalty: 5347.889160
	Iteration 63Q: 3 clusters Score -6757290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -6757303.500000 Penalty: 5347.889160
	Iteration 64Q: 3 clusters Score -6757304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -6757308.500000 Penalty: 5347.889160
	Iteration 65Q: 3 clusters Score -6757308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -6757309.000000 Penalty: 5347.889160
	Iteration 66Q: 3 clusters Score -6757309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -6757319.500000 Penalty: 5347.889160
	Iteration 67Q: 3 clusters Score -6757320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -6757318.000000 Penalty: 5347.889160
	Iteration 68Q: 3 clusters Score -6757318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -6757326.000000 Penalty: 5347.889160
	Iteration 69Q: 3 clusters Score -6757326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -6757332.500000 Penalty: 5347.889160
	Iteration 70Q: 3 clusters Score -6757332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -6757333.000000 Penalty: 5347.889160
	Iteration 71Q: 3 clusters Score -6757333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -6757344.500000 Penalty: 5347.889160
	Iteration 72Q: 3 clusters Score -6757344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -6757356.000000 Penalty: 5347.889160
	Iteration 73Q: 3 clusters Score -6757356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -6757362.000000 Penalty: 5347.889160
	Iteration 74Q: 3 clusters Score -6757362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -6757363.500000 Penalty: 5347.889160
	Iteration 75Q: 3 clusters Score -6757364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -6757358.500000 Penalty: 5347.889160
	Iteration 76Q: 3 clusters Score -6757358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -6757364.500000 Penalty: 5347.889160
	Iteration 77Q: 3 clusters Score -6757364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -6757364.500000 Penalty: 5347.889160
	Iteration 78Q: 3 clusters Score -6757364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -6757375.000000 Penalty: 5347.889160
	Iteration 79Q: 3 clusters Score -6757375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -6757368.500000 Penalty: 5347.889160
	Iteration 80F: 3 clusters Score -6757368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -6757370.000000 Penalty: 5347.889160
	Iteration 81Q: 3 clusters Score -6757370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -6757373.500000 Penalty: 5347.889160
	Iteration 82Q: 3 clusters Score -6757374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -6757373.000000 Penalty: 5347.889160
	Iteration 83Q: 3 clusters Score -6757373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -6757389.000000 Penalty: 5347.889160
	Iteration 84Q: 3 clusters Score -6757389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -6757382.500000 Penalty: 5347.889160
	Iteration 85Q: 3 clusters Score -6757382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -6757381.000000 Penalty: 5347.889160
	Iteration 86Q: 3 clusters Score -6757381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -6757388.500000 Penalty: 5347.889160
	Iteration 87Q: 3 clusters Score -6757388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -6757388.500000 Penalty: 5347.889160
	Iteration 88F: 3 clusters Score -6757388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -37193.503906 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -37193.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -35916.890625 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -35916.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36029.699219 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -36029.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36060.960938 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -36060.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36077.500000 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -36077.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36095.863281 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -36095.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36105.496094 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -36105.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36108.636719 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -36108.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36108.636719 Penalty: 2822.418457
	Iteration 7F: 3 clusters Score -36108.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58994 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200354 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11104 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143408 members 
Mstep: Class 19 contains 155409 members 
Mstep: Class 20 contains 32313 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38512 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48202 members 
Mstep: Class 25 contains 68460 members 
Mstep: Class 26 contains 43172 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48148 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954512.000000 Penalty: 103175.226562
Iteration 439Q: 31 clusters Score -1.429545e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58996 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200350 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11106 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143409 members 
Mstep: Class 19 contains 155408 members 
Mstep: Class 20 contains 32313 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38510 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48205 members 
Mstep: Class 25 contains 68459 members 
Mstep: Class 26 contains 43172 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48148 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954480.000000 Penalty: 103175.226562
Iteration 440F: 31 clusters Score -1.429545e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23541 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200350 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11105 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143407 members 
Mstep: Class 19 contains 155408 members 
Mstep: Class 20 contains 32313 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38511 members 
Mstep: Class 23 contains 18007 members 
Mstep: Class 24 contains 48205 members 
Mstep: Class 25 contains 68459 members 
Mstep: Class 26 contains 43172 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48148 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954480.000000 Penalty: 103175.226562
Iteration 441Q: 31 clusters Score -1.429545e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59001 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23542 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200350 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11105 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143408 members 
Mstep: Class 19 contains 155405 members 
Mstep: Class 20 contains 32313 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38511 members 
Mstep: Class 23 contains 18007 members 
Mstep: Class 24 contains 48204 members 
Mstep: Class 25 contains 68459 members 
Mstep: Class 26 contains 43172 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48147 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954448.000000 Penalty: 103175.226562
Iteration 442Q: 31 clusters Score -1.429544e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59006 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23542 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200351 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11104 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143406 members 
Mstep: Class 19 contains 155404 members 
Mstep: Class 20 contains 32313 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38511 members 
Mstep: Class 23 contains 18007 members 
Mstep: Class 24 contains 48202 members 
Mstep: Class 25 contains 68459 members 
Mstep: Class 26 contains 43172 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48147 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954464.000000 Penalty: 103175.226562
Iteration 443Q: 31 clusters Score -1.429545e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59014 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23542 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200349 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11104 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143402 members 
Mstep: Class 19 contains 155403 members 
Mstep: Class 20 contains 32313 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38511 members 
Mstep: Class 23 contains 18007 members 
Mstep: Class 24 contains 48201 members 
Mstep: Class 25 contains 68459 members 
Mstep: Class 26 contains 43173 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48146 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954480.000000 Penalty: 103175.226562
Iteration 444Q: 31 clusters Score -1.429545e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59018 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23543 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200348 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11104 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143399 members 
Mstep: Class 19 contains 155402 members 
Mstep: Class 20 contains 32314 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38510 members 
Mstep: Class 23 contains 18007 members 
Mstep: Class 24 contains 48201 members 
Mstep: Class 25 contains 68459 members 
Mstep: Class 26 contains 43173 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48146 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954480.000000 Penalty: 103175.226562
Iteration 445Q: 31 clusters Score -1.429545e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59022 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23543 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200348 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11104 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143399 members 
Mstep: Class 19 contains 155397 members 
Mstep: Class 20 contains 32314 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38510 members 
Mstep: Class 23 contains 18007 members 
Mstep: Class 24 contains 48200 members 
Mstep: Class 25 contains 68459 members 
Mstep: Class 26 contains 43174 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48147 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954464.000000 Penalty: 103175.226562
Iteration 446Q: 31 clusters Score -1.429545e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59025 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23543 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200352 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11104 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143397 members 
Mstep: Class 19 contains 155394 members 
Mstep: Class 20 contains 32314 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38509 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48200 members 
Mstep: Class 25 contains 68459 members 
Mstep: Class 26 contains 43172 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48147 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954480.000000 Penalty: 103175.226562
Iteration 447Q: 31 clusters Score -1.429545e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59026 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23543 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49855 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200351 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11103 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143398 members 
Mstep: Class 19 contains 155394 members 
Mstep: Class 20 contains 32314 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38508 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48201 members 
Mstep: Class 25 contains 68459 members 
Mstep: Class 26 contains 43172 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48147 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954464.000000 Penalty: 103175.226562
Iteration 448Q: 31 clusters Score -1.429545e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59028 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23543 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49855 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200348 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11103 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143396 members 
Mstep: Class 19 contains 155393 members 
Mstep: Class 20 contains 32315 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38509 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48202 members 
Mstep: Class 25 contains 68458 members 
Mstep: Class 26 contains 43173 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48148 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954464.000000 Penalty: 103175.226562
Iteration 449Q: 31 clusters Score -1.429545e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59029 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23542 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200346 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11102 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143395 members 
Mstep: Class 19 contains 155394 members 
Mstep: Class 20 contains 32318 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38510 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48202 members 
Mstep: Class 25 contains 68458 members 
Mstep: Class 26 contains 43173 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48148 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954416.000000 Penalty: 103175.226562
Iteration 450Q: 31 clusters Score -1.429544e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59031 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23542 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200348 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11103 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143394 members 
Mstep: Class 19 contains 155392 members 
Mstep: Class 20 contains 32318 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38508 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48201 members 
Mstep: Class 25 contains 68458 members 
Mstep: Class 26 contains 43174 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48148 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954400.000000 Penalty: 103175.226562
Iteration 451Q: 31 clusters Score -1.429544e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59035 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23542 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200347 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11105 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143392 members 
Mstep: Class 19 contains 155392 members 
Mstep: Class 20 contains 32318 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38507 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48200 members 
Mstep: Class 25 contains 68458 members 
Mstep: Class 26 contains 43173 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48148 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954416.000000 Penalty: 103175.226562
Iteration 452Q: 31 clusters Score -1.429544e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59039 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23542 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200347 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11104 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143391 members 
Mstep: Class 19 contains 155391 members 
Mstep: Class 20 contains 32318 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38506 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48200 members 
Mstep: Class 25 contains 68458 members 
Mstep: Class 26 contains 43173 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48148 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954400.000000 Penalty: 103175.226562
Iteration 453Q: 31 clusters Score -1.429544e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59042 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23542 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200348 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11101 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143390 members 
Mstep: Class 19 contains 155394 members 
Mstep: Class 20 contains 32318 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38503 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48200 members 
Mstep: Class 25 contains 68457 members 
Mstep: Class 26 contains 43173 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48149 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954416.000000 Penalty: 103175.226562
Iteration 454Q: 31 clusters Score -1.429544e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59043 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23543 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200346 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11102 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143389 members 
Mstep: Class 19 contains 155393 members 
Mstep: Class 20 contains 32319 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38504 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48200 members 
Mstep: Class 25 contains 68455 members 
Mstep: Class 26 contains 43173 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48150 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954352.000000 Penalty: 103175.226562
Iteration 455Q: 31 clusters Score -1.429544e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59046 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23542 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200346 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11103 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143386 members 
Mstep: Class 19 contains 155392 members 
Mstep: Class 20 contains 32319 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38505 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48199 members 
Mstep: Class 25 contains 68454 members 
Mstep: Class 26 contains 43173 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48152 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954336.000000 Penalty: 103175.226562
Iteration 456Q: 31 clusters Score -1.429543e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23542 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200345 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11104 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143386 members 
Mstep: Class 19 contains 155391 members 
Mstep: Class 20 contains 32319 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38505 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48199 members 
Mstep: Class 25 contains 68452 members 
Mstep: Class 26 contains 43173 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48154 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954320.000000 Penalty: 103175.226562
Iteration 457Q: 31 clusters Score -1.429543e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23542 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200343 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11105 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143385 members 
Mstep: Class 19 contains 155390 members 
Mstep: Class 20 contains 32319 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38505 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48199 members 
Mstep: Class 25 contains 68453 members 
Mstep: Class 26 contains 43173 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48156 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954336.000000 Penalty: 103175.226562
Iteration 458Q: 31 clusters Score -1.429543e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23541 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200341 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11104 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143386 members 
Mstep: Class 19 contains 155389 members 
Mstep: Class 20 contains 32319 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38505 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48199 members 
Mstep: Class 25 contains 68455 members 
Mstep: Class 26 contains 43173 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48157 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954304.000000 Penalty: 103175.226562
Iteration 459Q: 31 clusters Score -1.429543e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23541 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200340 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11102 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143389 members 
Mstep: Class 19 contains 155389 members 
Mstep: Class 20 contains 32319 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38505 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48199 members 
Mstep: Class 25 contains 68456 members 
Mstep: Class 26 contains 43173 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48157 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954304.000000 Penalty: 103175.226562
Iteration 460F: 31 clusters Score -1.429543e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23541 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200341 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11102 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143389 members 
Mstep: Class 19 contains 155390 members 
Mstep: Class 20 contains 32319 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38505 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48199 members 
Mstep: Class 25 contains 68455 members 
Mstep: Class 26 contains 43172 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48157 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954288.000000 Penalty: 103175.226562
Iteration 461Q: 31 clusters Score -1.429543e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23541 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200341 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11104 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143389 members 
Mstep: Class 19 contains 155388 members 
Mstep: Class 20 contains 32319 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38505 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48199 members 
Mstep: Class 25 contains 68455 members 
Mstep: Class 26 contains 43172 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48157 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954288.000000 Penalty: 103175.226562
Iteration 462Q: 31 clusters Score -1.429543e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23541 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200339 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11106 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143389 members 
Mstep: Class 19 contains 155388 members 
Mstep: Class 20 contains 32319 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38505 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48199 members 
Mstep: Class 25 contains 68455 members 
Mstep: Class 26 contains 43172 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48157 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954304.000000 Penalty: 103175.226562
Iteration 463Q: 31 clusters Score -1.429543e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23541 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200341 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11106 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143390 members 
Mstep: Class 19 contains 155385 members 
Mstep: Class 20 contains 32320 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38505 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48199 members 
Mstep: Class 25 contains 68455 members 
Mstep: Class 26 contains 43171 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48157 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954304.000000 Penalty: 103175.226562
Iteration 464Q: 31 clusters Score -1.429543e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23542 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200345 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11104 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143390 members 
Mstep: Class 19 contains 155383 members 
Mstep: Class 20 contains 32320 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38505 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48199 members 
Mstep: Class 25 contains 68455 members 
Mstep: Class 26 contains 43171 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48156 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954320.000000 Penalty: 103175.226562
Iteration 465Q: 31 clusters Score -1.429543e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200348 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11102 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143390 members 
Mstep: Class 19 contains 155385 members 
Mstep: Class 20 contains 32320 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38505 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48200 members 
Mstep: Class 25 contains 68455 members 
Mstep: Class 26 contains 43170 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48155 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954256.000000 Penalty: 103175.226562
Iteration 466Q: 31 clusters Score -1.429543e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200349 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11102 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143389 members 
Mstep: Class 19 contains 155387 members 
Mstep: Class 20 contains 32320 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38506 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48200 members 
Mstep: Class 25 contains 68455 members 
Mstep: Class 26 contains 43168 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48154 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954336.000000 Penalty: 103175.226562
Iteration 467Q: 31 clusters Score -1.429543e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200349 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11105 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143390 members 
Mstep: Class 19 contains 155385 members 
Mstep: Class 20 contains 32320 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38506 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48200 members 
Mstep: Class 25 contains 68455 members 
Mstep: Class 26 contains 43166 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48154 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954320.000000 Penalty: 103175.226562
Iteration 468Q: 31 clusters Score -1.429543e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200349 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11107 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143390 members 
Mstep: Class 19 contains 155386 members 
Mstep: Class 20 contains 32320 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38506 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48197 members 
Mstep: Class 25 contains 68455 members 
Mstep: Class 26 contains 43165 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48154 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954352.000000 Penalty: 103175.226562
Iteration 469Q: 31 clusters Score -1.429544e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49854 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200352 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11110 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143389 members 
Mstep: Class 19 contains 155387 members 
Mstep: Class 20 contains 32320 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38506 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48198 members 
Mstep: Class 25 contains 68453 members 
Mstep: Class 26 contains 43164 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48152 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954368.000000 Penalty: 103175.226562
Iteration 470Q: 31 clusters Score -1.429544e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59046 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49853 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200351 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11113 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143388 members 
Mstep: Class 19 contains 155390 members 
Mstep: Class 20 contains 32320 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38506 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48198 members 
Mstep: Class 25 contains 68450 members 
Mstep: Class 26 contains 43164 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48153 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954368.000000 Penalty: 103175.226562
Iteration 471Q: 31 clusters Score -1.429544e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49853 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200349 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11115 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143386 members 
Mstep: Class 19 contains 155390 members 
Mstep: Class 20 contains 32320 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38506 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 48199 members 
Mstep: Class 25 contains 68449 members 
Mstep: Class 26 contains 43164 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48154 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954352.000000 Penalty: 103175.226562
Iteration 472Q: 31 clusters Score -1.429544e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49853 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200346 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11118 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143385 members 
Mstep: Class 19 contains 155390 members 
Mstep: Class 20 contains 32320 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38506 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48199 members 
Mstep: Class 25 contains 68449 members 
Mstep: Class 26 contains 43165 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48155 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954320.000000 Penalty: 103175.226562
Iteration 473Q: 31 clusters Score -1.429543e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23541 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49853 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200346 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11117 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143384 members 
Mstep: Class 19 contains 155387 members 
Mstep: Class 20 contains 32320 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38506 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48199 members 
Mstep: Class 25 contains 68449 members 
Mstep: Class 26 contains 43166 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48157 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954304.000000 Penalty: 103175.226562
Iteration 474Q: 31 clusters Score -1.429543e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23542 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49853 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200345 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11116 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143385 members 
Mstep: Class 19 contains 155388 members 
Mstep: Class 20 contains 32320 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38506 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48199 members 
Mstep: Class 25 contains 68449 members 
Mstep: Class 26 contains 43166 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48156 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954272.000000 Penalty: 103175.226562
Iteration 475Q: 31 clusters Score -1.429543e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23544 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49853 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200349 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11116 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143385 members 
Mstep: Class 19 contains 155386 members 
Mstep: Class 20 contains 32320 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38506 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48199 members 
Mstep: Class 25 contains 68445 members 
Mstep: Class 26 contains 43167 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48155 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954304.000000 Penalty: 103175.226562
Iteration 476Q: 31 clusters Score -1.429543e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23545 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49853 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200351 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11116 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143386 members 
Mstep: Class 19 contains 155384 members 
Mstep: Class 20 contains 32321 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38506 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48199 members 
Mstep: Class 25 contains 68443 members 
Mstep: Class 26 contains 43167 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48154 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954336.000000 Penalty: 103175.226562
Iteration 477Q: 31 clusters Score -1.429543e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23545 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49853 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200355 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11113 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143388 members 
Mstep: Class 19 contains 155382 members 
Mstep: Class 20 contains 32321 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38506 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48199 members 
Mstep: Class 25 contains 68443 members 
Mstep: Class 26 contains 43166 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48154 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954288.000000 Penalty: 103175.226562
Iteration 478Q: 31 clusters Score -1.429543e+08 nChanged 10
Entering ConstructFrom: 
Score: -142954288.000000 Penalty: 103175.226562
Entering ConstructFrom: 
Trying to split cluster 1 (59048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59048 members 
Entering Unmasked Estep 
Score: -8288972.000000 Penalty: 2724.554199
	Iteration 0F: 2 clusters Score -8288972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -8249394.000000 Penalty: 5449.108398
	Iteration 0F: 3 clusters Score -8249394 nChanged 27345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -8264522.500000 Penalty: 5449.108398
	Iteration 1F: 3 clusters Score -8264522 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -8265095.000000 Penalty: 5449.108398
	Iteration 2Q: 3 clusters Score -8265095 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -8265698.500000 Penalty: 5449.108398
	Iteration 3Q: 3 clusters Score -8265698 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -8266498.000000 Penalty: 5449.108398
	Iteration 4Q: 3 clusters Score -8266498 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -8267521.000000 Penalty: 5449.108398
	Iteration 5Q: 3 clusters Score -8267521 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -8268920.000000 Penalty: 5449.108398
	Iteration 6Q: 3 clusters Score -8268920 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -8270730.500000 Penalty: 5449.108398
	Iteration 7F: 3 clusters Score -8270730 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -8273193.500000 Penalty: 5449.108398
	Iteration 8F: 3 clusters Score -8273194 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -8276303.500000 Penalty: 5449.108398
	Iteration 9F: 3 clusters Score -8276304 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -8279666.000000 Penalty: 5449.108398
	Iteration 10F: 3 clusters Score -8279666 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -8282647.500000 Penalty: 5449.108398
	Iteration 11F: 3 clusters Score -8282648 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 56841 members 
Entering Unmasked Estep 
Score: -8284625.000000 Penalty: 5449.108398
	Iteration 12Q: 3 clusters Score -8284625 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 57973 members 
Entering Unmasked Estep 
Score: -8285573.000000 Penalty: 5449.108398
	Iteration 13Q: 3 clusters Score -8285573 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 58466 members 
Entering Unmasked Estep 
Score: -8286054.000000 Penalty: 5449.108398
	Iteration 14Q: 3 clusters Score -8286054 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 58639 members 
Entering Unmasked Estep 
Score: -8286274.500000 Penalty: 5449.108398
	Iteration 15Q: 3 clusters Score -8286274 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 58723 members 
Entering Unmasked Estep 
Score: -8286404.500000 Penalty: 5449.108398
	Iteration 16Q: 3 clusters Score -8286404 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 58767 members 
Entering Unmasked Estep 
Score: -8286473.000000 Penalty: 5449.108398
	Iteration 17Q: 3 clusters Score -8286473 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 58787 members 
Entering Unmasked Estep 
Score: -8286511.500000 Penalty: 5449.108398
	Iteration 18Q: 3 clusters Score -8286512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 58798 members 
Entering Unmasked Estep 
Score: -8286542.000000 Penalty: 5449.108398
	Iteration 19Q: 3 clusters Score -8286542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 58799 members 
Entering Unmasked Estep 
Score: -8286556.500000 Penalty: 5449.108398
	Iteration 20F: 3 clusters Score -8286556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -8286565.000000 Penalty: 5449.108398
	Iteration 21Q: 3 clusters Score -8286565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 58803 members 
Entering Unmasked Estep 
Score: -8286570.500000 Penalty: 5449.108398
	Iteration 22Q: 3 clusters Score -8286570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 58807 members 
Entering Unmasked Estep 
Score: -8286579.000000 Penalty: 5449.108398
	Iteration 23Q: 3 clusters Score -8286579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 58806 members 
Entering Unmasked Estep 
Score: -8286584.000000 Penalty: 5449.108398
	Iteration 24Q: 3 clusters Score -8286584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 58806 members 
Entering Unmasked Estep 
Score: -8286584.000000 Penalty: 5449.108398
	Iteration 25F: 3 clusters Score -8286584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Entering Unmasked Estep 
Score: -822744.812500 Penalty: 2161.660156
	Iteration 0F: 2 clusters Score -822744.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -817505.437500 Penalty: 4323.320312
	Iteration 0F: 3 clusters Score -817505.4 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -818875.937500 Penalty: 4323.320312
	Iteration 1F: 3 clusters Score -818875.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -819199.312500 Penalty: 4323.320312
	Iteration 2F: 3 clusters Score -819199.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -819452.312500 Penalty: 4323.320312
	Iteration 3F: 3 clusters Score -819452.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -819682.125000 Penalty: 4323.320312
	Iteration 4F: 3 clusters Score -819682.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -819879.750000 Penalty: 4323.320312
	Iteration 5Q: 3 clusters Score -819879.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -820066.250000 Penalty: 4323.320312
	Iteration 6Q: 3 clusters Score -820066.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -820258.187500 Penalty: 4323.320312
	Iteration 7Q: 3 clusters Score -820258.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -820452.750000 Penalty: 4323.320312
	Iteration 8Q: 3 clusters Score -820452.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -820594.250000 Penalty: 4323.320312
	Iteration 9Q: 3 clusters Score -820594.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -820691.625000 Penalty: 4323.320312
	Iteration 10Q: 3 clusters Score -820691.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -820759.375000 Penalty: 4323.320312
	Iteration 11Q: 3 clusters Score -820759.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -820818.187500 Penalty: 4323.320312
	Iteration 12Q: 3 clusters Score -820818.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -820867.250000 Penalty: 4323.320312
	Iteration 13Q: 3 clusters Score -820867.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -820902.062500 Penalty: 4323.320312
	Iteration 14Q: 3 clusters Score -820902.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -820927.375000 Penalty: 4323.320312
	Iteration 15Q: 3 clusters Score -820927.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -820949.375000 Penalty: 4323.320312
	Iteration 16Q: 3 clusters Score -820949.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -820978.437500 Penalty: 4323.320312
	Iteration 17Q: 3 clusters Score -820978.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -820990.312500 Penalty: 4323.320312
	Iteration 18Q: 3 clusters Score -820990.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -821000.625000 Penalty: 4323.320312
	Iteration 19Q: 3 clusters Score -821000.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -821007.437500 Penalty: 4323.320312
	Iteration 20F: 3 clusters Score -821007.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -821015.250000 Penalty: 4323.320312
	Iteration 21Q: 3 clusters Score -821015.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -821017.937500 Penalty: 4323.320312
	Iteration 22Q: 3 clusters Score -821017.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -821024.375000 Penalty: 4323.320312
	Iteration 23Q: 3 clusters Score -821024.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -821031.750000 Penalty: 4323.320312
	Iteration 24Q: 3 clusters Score -821031.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -821037.375000 Penalty: 4323.320312
	Iteration 25Q: 3 clusters Score -821037.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -821040.625000 Penalty: 4323.320312
	Iteration 26Q: 3 clusters Score -821040.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -821045.062500 Penalty: 4323.320312
	Iteration 27Q: 3 clusters Score -821045.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -821053.750000 Penalty: 4323.320312
	Iteration 28Q: 3 clusters Score -821053.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -821055.375000 Penalty: 4323.320312
	Iteration 29Q: 3 clusters Score -821055.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -821056.312500 Penalty: 4323.320312
	Iteration 30Q: 3 clusters Score -821056.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -821060.937500 Penalty: 4323.320312
	Iteration 31Q: 3 clusters Score -821060.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -821063.875000 Penalty: 4323.320312
	Iteration 32Q: 3 clusters Score -821063.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -821069.437500 Penalty: 4323.320312
	Iteration 33Q: 3 clusters Score -821069.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -821076.375000 Penalty: 4323.320312
	Iteration 34Q: 3 clusters Score -821076.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -821079.062500 Penalty: 4323.320312
	Iteration 35Q: 3 clusters Score -821079.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -821080.750000 Penalty: 4323.320312
	Iteration 36Q: 3 clusters Score -821080.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -821080.187500 Penalty: 4323.320312
	Iteration 37Q: 3 clusters Score -821080.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -821083.687500 Penalty: 4323.320312
	Iteration 38Q: 3 clusters Score -821083.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -821085.375000 Penalty: 4323.320312
	Iteration 39Q: 3 clusters Score -821085.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -821086.875000 Penalty: 4323.320312
	Iteration 40F: 3 clusters Score -821086.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -821087.875000 Penalty: 4323.320312
	Iteration 41Q: 3 clusters Score -821087.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -821089.125000 Penalty: 4323.320312
	Iteration 42Q: 3 clusters Score -821089.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -821088.687500 Penalty: 4323.320312
	Iteration 43Q: 3 clusters Score -821088.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -821088.875000 Penalty: 4323.320312
	Iteration 44Q: 3 clusters Score -821088.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -821088.562500 Penalty: 4323.320312
	Iteration 45Q: 3 clusters Score -821088.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -821088.562500 Penalty: 4323.320312
	Iteration 46F: 3 clusters Score -821088.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Entering Unmasked Estep 
Score: -3064318.750000 Penalty: 2496.533691
	Iteration 0F: 2 clusters Score -3064319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -3047925.750000 Penalty: 4993.067383
	Iteration 0F: 3 clusters Score -3047926 nChanged 10600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -3053560.250000 Penalty: 4993.067383
	Iteration 1F: 3 clusters Score -3053560 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -3054102.000000 Penalty: 4993.067383
	Iteration 2F: 3 clusters Score -3054102 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -3054726.750000 Penalty: 4993.067383
	Iteration 3F: 3 clusters Score -3054727 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -3055436.500000 Penalty: 4993.067383
	Iteration 4F: 3 clusters Score -3055436 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -3056193.000000 Penalty: 4993.067383
	Iteration 5F: 3 clusters Score -3056193 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -3056931.250000 Penalty: 4993.067383
	Iteration 6F: 3 clusters Score -3056931 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -3057654.000000 Penalty: 4993.067383
	Iteration 7F: 3 clusters Score -3057654 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -3058249.250000 Penalty: 4993.067383
	Iteration 8Q: 3 clusters Score -3058249 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -3058790.500000 Penalty: 4993.067383
	Iteration 9Q: 3 clusters Score -3058790 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -3059277.500000 Penalty: 4993.067383
	Iteration 10Q: 3 clusters Score -3059278 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -3059723.750000 Penalty: 4993.067383
	Iteration 11Q: 3 clusters Score -3059724 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -3060124.750000 Penalty: 4993.067383
	Iteration 12Q: 3 clusters Score -3060125 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -3060490.500000 Penalty: 4993.067383
	Iteration 13Q: 3 clusters Score -3060490 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -3060853.750000 Penalty: 4993.067383
	Iteration 14Q: 3 clusters Score -3060854 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -3061202.250000 Penalty: 4993.067383
	Iteration 15Q: 3 clusters Score -3061202 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -3061446.250000 Penalty: 4993.067383
	Iteration 16Q: 3 clusters Score -3061446 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -3061635.250000 Penalty: 4993.067383
	Iteration 17Q: 3 clusters Score -3061635 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3061774.250000 Penalty: 4993.067383
	Iteration 18Q: 3 clusters Score -3061774 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3061862.250000 Penalty: 4993.067383
	Iteration 19Q: 3 clusters Score -3061862 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3061922.250000 Penalty: 4993.067383
	Iteration 20F: 3 clusters Score -3061922 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -3061986.500000 Penalty: 4993.067383
	Iteration 21Q: 3 clusters Score -3061986 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3062045.000000 Penalty: 4993.067383
	Iteration 22Q: 3 clusters Score -3062045 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -3062071.750000 Penalty: 4993.067383
	Iteration 23Q: 3 clusters Score -3062072 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -3062104.500000 Penalty: 4993.067383
	Iteration 24Q: 3 clusters Score -3062104 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -3062120.500000 Penalty: 4993.067383
	Iteration 25Q: 3 clusters Score -3062120 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3062145.500000 Penalty: 4993.067383
	Iteration 26Q: 3 clusters Score -3062146 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3062163.000000 Penalty: 4993.067383
	Iteration 27Q: 3 clusters Score -3062163 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3062193.000000 Penalty: 4993.067383
	Iteration 28Q: 3 clusters Score -3062193 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3062225.500000 Penalty: 4993.067383
	Iteration 29Q: 3 clusters Score -3062226 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3062250.250000 Penalty: 4993.067383
	Iteration 30Q: 3 clusters Score -3062250 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3062274.250000 Penalty: 4993.067383
	Iteration 31Q: 3 clusters Score -3062274 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3062307.750000 Penalty: 4993.067383
	Iteration 32Q: 3 clusters Score -3062308 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3062325.000000 Penalty: 4993.067383
	Iteration 33Q: 3 clusters Score -3062325 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3062360.750000 Penalty: 4993.067383
	Iteration 34Q: 3 clusters Score -3062361 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3062396.750000 Penalty: 4993.067383
	Iteration 35Q: 3 clusters Score -3062397 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3062420.000000 Penalty: 4993.067383
	Iteration 36Q: 3 clusters Score -3062420 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3062447.000000 Penalty: 4993.067383
	Iteration 37Q: 3 clusters Score -3062447 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3062460.000000 Penalty: 4993.067383
	Iteration 38Q: 3 clusters Score -3062460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3062474.500000 Penalty: 4993.067383
	Iteration 39Q: 3 clusters Score -3062474 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3062500.500000 Penalty: 4993.067383
	Iteration 40F: 3 clusters Score -3062500 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3062509.000000 Penalty: 4993.067383
	Iteration 41Q: 3 clusters Score -3062509 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3062531.500000 Penalty: 4993.067383
	Iteration 42Q: 3 clusters Score -3062532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3062544.000000 Penalty: 4993.067383
	Iteration 43Q: 3 clusters Score -3062544 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3062556.000000 Penalty: 4993.067383
	Iteration 44Q: 3 clusters Score -3062556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3062570.250000 Penalty: 4993.067383
	Iteration 45Q: 3 clusters Score -3062570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3062590.500000 Penalty: 4993.067383
	Iteration 46Q: 3 clusters Score -3062590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3062607.000000 Penalty: 4993.067383
	Iteration 47Q: 3 clusters Score -3062607 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3062617.500000 Penalty: 4993.067383
	Iteration 48Q: 3 clusters Score -3062618 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3062635.250000 Penalty: 4993.067383
	Iteration 49Q: 3 clusters Score -3062635 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3062651.000000 Penalty: 4993.067383
	Iteration 50Q: 3 clusters Score -3062651 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3062671.750000 Penalty: 4993.067383
	Iteration 51Q: 3 clusters Score -3062672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3062674.500000 Penalty: 4993.067383
	Iteration 52Q: 3 clusters Score -3062674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3062680.500000 Penalty: 4993.067383
	Iteration 53Q: 3 clusters Score -3062680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3062685.500000 Penalty: 4993.067383
	Iteration 54Q: 3 clusters Score -3062686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3062698.750000 Penalty: 4993.067383
	Iteration 55Q: 3 clusters Score -3062699 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3062709.750000 Penalty: 4993.067383
	Iteration 56Q: 3 clusters Score -3062710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3062725.750000 Penalty: 4993.067383
	Iteration 57Q: 3 clusters Score -3062726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3062727.000000 Penalty: 4993.067383
	Iteration 58Q: 3 clusters Score -3062727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3062744.750000 Penalty: 4993.067383
	Iteration 59Q: 3 clusters Score -3062745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3062748.750000 Penalty: 4993.067383
	Iteration 60F: 3 clusters Score -3062749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3062756.500000 Penalty: 4993.067383
	Iteration 61Q: 3 clusters Score -3062756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3062760.000000 Penalty: 4993.067383
	Iteration 62Q: 3 clusters Score -3062760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3062773.250000 Penalty: 4993.067383
	Iteration 63Q: 3 clusters Score -3062773 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3062785.750000 Penalty: 4993.067383
	Iteration 64Q: 3 clusters Score -3062786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3062797.250000 Penalty: 4993.067383
	Iteration 65Q: 3 clusters Score -3062797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3062804.250000 Penalty: 4993.067383
	Iteration 66Q: 3 clusters Score -3062804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3062806.000000 Penalty: 4993.067383
	Iteration 67Q: 3 clusters Score -3062806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3062809.750000 Penalty: 4993.067383
	Iteration 68Q: 3 clusters Score -3062810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3062811.250000 Penalty: 4993.067383
	Iteration 69Q: 3 clusters Score -3062811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3062814.250000 Penalty: 4993.067383
	Iteration 70Q: 3 clusters Score -3062814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3062822.750000 Penalty: 4993.067383
	Iteration 71Q: 3 clusters Score -3062823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3062827.750000 Penalty: 4993.067383
	Iteration 72Q: 3 clusters Score -3062828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3062830.500000 Penalty: 4993.067383
	Iteration 73Q: 3 clusters Score -3062830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3062834.500000 Penalty: 4993.067383
	Iteration 74Q: 3 clusters Score -3062834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3062838.750000 Penalty: 4993.067383
	Iteration 75Q: 3 clusters Score -3062839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3062841.250000 Penalty: 4993.067383
	Iteration 76Q: 3 clusters Score -3062841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3062843.000000 Penalty: 4993.067383
	Iteration 77Q: 3 clusters Score -3062843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3062843.000000 Penalty: 4993.067383
	Iteration 78Q: 3 clusters Score -3062843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3062843.000000 Penalty: 4993.067383
	Iteration 79F: 3 clusters Score -3062843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Entering Unmasked Estep 
Score: -1979446.375000 Penalty: 2376.055420
	Iteration 0F: 2 clusters Score -1979446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1969011.625000 Penalty: 4752.110840
	Iteration 0F: 3 clusters Score -1969012 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1972304.500000 Penalty: 4752.110840
	Iteration 1F: 3 clusters Score -1972304 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1972689.375000 Penalty: 4752.110840
	Iteration 2F: 3 clusters Score -1972689 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1973006.250000 Penalty: 4752.110840
	Iteration 3Q: 3 clusters Score -1973006 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1973340.875000 Penalty: 4752.110840
	Iteration 4Q: 3 clusters Score -1973341 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1973701.875000 Penalty: 4752.110840
	Iteration 5Q: 3 clusters Score -1973702 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1974200.875000 Penalty: 4752.110840
	Iteration 6Q: 3 clusters Score -1974201 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1974877.125000 Penalty: 4752.110840
	Iteration 7F: 3 clusters Score -1974877 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1975529.000000 Penalty: 4752.110840
	Iteration 8F: 3 clusters Score -1975529 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1976090.875000 Penalty: 4752.110840
	Iteration 9F: 3 clusters Score -1976091 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1976522.625000 Penalty: 4752.110840
	Iteration 10F: 3 clusters Score -1976523 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1976804.000000 Penalty: 4752.110840
	Iteration 11Q: 3 clusters Score -1976804 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1976977.875000 Penalty: 4752.110840
	Iteration 12Q: 3 clusters Score -1976978 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1977089.125000 Penalty: 4752.110840
	Iteration 13Q: 3 clusters Score -1977089 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1977166.000000 Penalty: 4752.110840
	Iteration 14Q: 3 clusters Score -1977166 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1977223.375000 Penalty: 4752.110840
	Iteration 15Q: 3 clusters Score -1977223 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1977277.750000 Penalty: 4752.110840
	Iteration 16Q: 3 clusters Score -1977278 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1977328.750000 Penalty: 4752.110840
	Iteration 17Q: 3 clusters Score -1977329 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1977378.750000 Penalty: 4752.110840
	Iteration 18Q: 3 clusters Score -1977379 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1977428.500000 Penalty: 4752.110840
	Iteration 19Q: 3 clusters Score -1977428 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1977482.625000 Penalty: 4752.110840
	Iteration 20F: 3 clusters Score -1977483 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1977538.000000 Penalty: 4752.110840
	Iteration 21Q: 3 clusters Score -1977538 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1977583.625000 Penalty: 4752.110840
	Iteration 22Q: 3 clusters Score -1977584 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1977649.625000 Penalty: 4752.110840
	Iteration 23Q: 3 clusters Score -1977650 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1977701.875000 Penalty: 4752.110840
	Iteration 24Q: 3 clusters Score -1977702 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1977778.125000 Penalty: 4752.110840
	Iteration 25Q: 3 clusters Score -1977778 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1977864.875000 Penalty: 4752.110840
	Iteration 26Q: 3 clusters Score -1977865 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1977959.125000 Penalty: 4752.110840
	Iteration 27Q: 3 clusters Score -1977959 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1978050.375000 Penalty: 4752.110840
	Iteration 28Q: 3 clusters Score -1978050 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1978160.875000 Penalty: 4752.110840
	Iteration 29Q: 3 clusters Score -1978161 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1978263.250000 Penalty: 4752.110840
	Iteration 30Q: 3 clusters Score -1978263 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1978397.500000 Penalty: 4752.110840
	Iteration 31Q: 3 clusters Score -1978398 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1978513.750000 Penalty: 4752.110840
	Iteration 32Q: 3 clusters Score -1978514 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1978600.750000 Penalty: 4752.110840
	Iteration 33Q: 3 clusters Score -1978601 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1978664.625000 Penalty: 4752.110840
	Iteration 34Q: 3 clusters Score -1978665 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1978711.875000 Penalty: 4752.110840
	Iteration 35Q: 3 clusters Score -1978712 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1978733.750000 Penalty: 4752.110840
	Iteration 36Q: 3 clusters Score -1978734 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1978755.250000 Penalty: 4752.110840
	Iteration 37Q: 3 clusters Score -1978755 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1978766.625000 Penalty: 4752.110840
	Iteration 38Q: 3 clusters Score -1978767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1978779.375000 Penalty: 4752.110840
	Iteration 39Q: 3 clusters Score -1978779 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1978781.750000 Penalty: 4752.110840
	Iteration 40F: 3 clusters Score -1978782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1978784.625000 Penalty: 4752.110840
	Iteration 41Q: 3 clusters Score -1978785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1978788.625000 Penalty: 4752.110840
	Iteration 42Q: 3 clusters Score -1978789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1978797.250000 Penalty: 4752.110840
	Iteration 43Q: 3 clusters Score -1978797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1978808.500000 Penalty: 4752.110840
	Iteration 44Q: 3 clusters Score -1978808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1978813.750000 Penalty: 4752.110840
	Iteration 45Q: 3 clusters Score -1978814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1978827.250000 Penalty: 4752.110840
	Iteration 46Q: 3 clusters Score -1978827 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1978834.875000 Penalty: 4752.110840
	Iteration 47Q: 3 clusters Score -1978835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1978844.375000 Penalty: 4752.110840
	Iteration 48Q: 3 clusters Score -1978844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1978853.750000 Penalty: 4752.110840
	Iteration 49Q: 3 clusters Score -1978854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1978863.250000 Penalty: 4752.110840
	Iteration 50Q: 3 clusters Score -1978863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1978876.500000 Penalty: 4752.110840
	Iteration 51Q: 3 clusters Score -1978876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1978885.250000 Penalty: 4752.110840
	Iteration 52Q: 3 clusters Score -1978885 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1978907.625000 Penalty: 4752.110840
	Iteration 53Q: 3 clusters Score -1978908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1978925.750000 Penalty: 4752.110840
	Iteration 54Q: 3 clusters Score -1978926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1978942.500000 Penalty: 4752.110840
	Iteration 55Q: 3 clusters Score -1978942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1978973.625000 Penalty: 4752.110840
	Iteration 56Q: 3 clusters Score -1978974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1979008.000000 Penalty: 4752.110840
	Iteration 57Q: 3 clusters Score -1979008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1979032.625000 Penalty: 4752.110840
	Iteration 58Q: 3 clusters Score -1979033 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1979060.625000 Penalty: 4752.110840
	Iteration 59Q: 3 clusters Score -1979061 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1979087.250000 Penalty: 4752.110840
	Iteration 60F: 3 clusters Score -1979087 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1979101.875000 Penalty: 4752.110840
	Iteration 61Q: 3 clusters Score -1979102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1979119.000000 Penalty: 4752.110840
	Iteration 62Q: 3 clusters Score -1979119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1979122.875000 Penalty: 4752.110840
	Iteration 63Q: 3 clusters Score -1979123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1979135.500000 Penalty: 4752.110840
	Iteration 64Q: 3 clusters Score -1979136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1979142.875000 Penalty: 4752.110840
	Iteration 65Q: 3 clusters Score -1979143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1979143.500000 Penalty: 4752.110840
	Iteration 66Q: 3 clusters Score -1979144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1979150.250000 Penalty: 4752.110840
	Iteration 67Q: 3 clusters Score -1979150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1979156.250000 Penalty: 4752.110840
	Iteration 68Q: 3 clusters Score -1979156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1979155.375000 Penalty: 4752.110840
	Iteration 69Q: 3 clusters Score -1979155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1979155.875000 Penalty: 4752.110840
	Iteration 70Q: 3 clusters Score -1979156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1979156.250000 Penalty: 4752.110840
	Iteration 71Q: 3 clusters Score -1979156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1979155.500000 Penalty: 4752.110840
	Iteration 72Q: 3 clusters Score -1979156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1979154.875000 Penalty: 4752.110840
	Iteration 73Q: 3 clusters Score -1979155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1979153.500000 Penalty: 4752.110840
	Iteration 74Q: 3 clusters Score -1979154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1979156.375000 Penalty: 4752.110840
	Iteration 75Q: 3 clusters Score -1979156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1979156.375000 Penalty: 4752.110840
	Iteration 76F: 3 clusters Score -1979156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Entering Unmasked Estep 
Score: -6852104.500000 Penalty: 2682.574707
	Iteration 0F: 2 clusters Score -6852104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -6818725.000000 Penalty: 5365.149414
	Iteration 0F: 3 clusters Score -6818725 nChanged 22858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -6831230.000000 Penalty: 5365.149414
	Iteration 1F: 3 clusters Score -6831230 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -6832177.000000 Penalty: 5365.149414
	Iteration 2Q: 3 clusters Score -6832177 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -6833632.500000 Penalty: 5365.149414
	Iteration 3F: 3 clusters Score -6833632 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -6835805.500000 Penalty: 5365.149414
	Iteration 4F: 3 clusters Score -6835806 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -6838464.500000 Penalty: 5365.149414
	Iteration 5F: 3 clusters Score -6838464 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -6841157.500000 Penalty: 5365.149414
	Iteration 6F: 3 clusters Score -6841158 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -6843410.500000 Penalty: 5365.149414
	Iteration 7F: 3 clusters Score -6843410 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -6845101.500000 Penalty: 5365.149414
	Iteration 8F: 3 clusters Score -6845102 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -6846554.500000 Penalty: 5365.149414
	Iteration 9Q: 3 clusters Score -6846554 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -6848037.500000 Penalty: 5365.149414
	Iteration 10Q: 3 clusters Score -6848038 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -6849283.500000 Penalty: 5365.149414
	Iteration 11Q: 3 clusters Score -6849284 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -6850154.500000 Penalty: 5365.149414
	Iteration 12Q: 3 clusters Score -6850154 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -6850654.000000 Penalty: 5365.149414
	Iteration 13Q: 3 clusters Score -6850654 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -6850968.500000 Penalty: 5365.149414
	Iteration 14Q: 3 clusters Score -6850968 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -6851217.000000 Penalty: 5365.149414
	Iteration 15Q: 3 clusters Score -6851217 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -6851392.500000 Penalty: 5365.149414
	Iteration 16Q: 3 clusters Score -6851392 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -6851513.500000 Penalty: 5365.149414
	Iteration 17Q: 3 clusters Score -6851514 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -6851607.500000 Penalty: 5365.149414
	Iteration 18Q: 3 clusters Score -6851608 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -6851644.500000 Penalty: 5365.149414
	Iteration 19Q: 3 clusters Score -6851644 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -6851684.500000 Penalty: 5365.149414
	Iteration 20F: 3 clusters Score -6851684 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -6851716.500000 Penalty: 5365.149414
	Iteration 21Q: 3 clusters Score -6851716 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -6851752.500000 Penalty: 5365.149414
	Iteration 22Q: 3 clusters Score -6851752 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -6851753.000000 Penalty: 5365.149414
	Iteration 23Q: 3 clusters Score -6851753 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -6851803.500000 Penalty: 5365.149414
	Iteration 24Q: 3 clusters Score -6851804 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -6851812.500000 Penalty: 5365.149414
	Iteration 25Q: 3 clusters Score -6851812 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -6851842.000000 Penalty: 5365.149414
	Iteration 26Q: 3 clusters Score -6851842 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -6851870.000000 Penalty: 5365.149414
	Iteration 27Q: 3 clusters Score -6851870 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -6851888.000000 Penalty: 5365.149414
	Iteration 28Q: 3 clusters Score -6851888 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -6851917.500000 Penalty: 5365.149414
	Iteration 29Q: 3 clusters Score -6851918 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -6851910.500000 Penalty: 5365.149414
	Iteration 30Q: 3 clusters Score -6851910 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -6851923.000000 Penalty: 5365.149414
	Iteration 31Q: 3 clusters Score -6851923 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -6851938.000000 Penalty: 5365.149414
	Iteration 32Q: 3 clusters Score -6851938 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -6851949.000000 Penalty: 5365.149414
	Iteration 33Q: 3 clusters Score -6851949 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -6851941.000000 Penalty: 5365.149414
	Iteration 34Q: 3 clusters Score -6851941 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -6851960.500000 Penalty: 5365.149414
	Iteration 35Q: 3 clusters Score -6851960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -6851967.000000 Penalty: 5365.149414
	Iteration 36Q: 3 clusters Score -6851967 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -6851969.000000 Penalty: 5365.149414
	Iteration 37Q: 3 clusters Score -6851969 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -6851983.500000 Penalty: 5365.149414
	Iteration 38Q: 3 clusters Score -6851984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -6852007.000000 Penalty: 5365.149414
	Iteration 39Q: 3 clusters Score -6852007 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -6851998.500000 Penalty: 5365.149414
	Iteration 40F: 3 clusters Score -6851998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -6852007.500000 Penalty: 5365.149414
	Iteration 41Q: 3 clusters Score -6852008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -6852002.000000 Penalty: 5365.149414
	Iteration 42Q: 3 clusters Score -6852002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -6852013.000000 Penalty: 5365.149414
	Iteration 43Q: 3 clusters Score -6852013 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -6852008.500000 Penalty: 5365.149414
	Iteration 44Q: 3 clusters Score -6852008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -6852018.000000 Penalty: 5365.149414
	Iteration 45Q: 3 clusters Score -6852018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -6852008.000000 Penalty: 5365.149414
	Iteration 46Q: 3 clusters Score -6852008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -6852008.500000 Penalty: 5365.149414
	Iteration 47Q: 3 clusters Score -6852008 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -6852014.500000 Penalty: 5365.149414
	Iteration 48Q: 3 clusters Score -6852014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -6852017.500000 Penalty: 5365.149414
	Iteration 49Q: 3 clusters Score -6852018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -6852020.500000 Penalty: 5365.149414
	Iteration 50Q: 3 clusters Score -6852020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -6852032.500000 Penalty: 5365.149414
	Iteration 51Q: 3 clusters Score -6852032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -6852036.000000 Penalty: 5365.149414
	Iteration 52Q: 3 clusters Score -6852036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -6852033.000000 Penalty: 5365.149414
	Iteration 53Q: 3 clusters Score -6852033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -6852038.500000 Penalty: 5365.149414
	Iteration 54Q: 3 clusters Score -6852038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -6852048.500000 Penalty: 5365.149414
	Iteration 55Q: 3 clusters Score -6852048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -6852055.500000 Penalty: 5365.149414
	Iteration 56Q: 3 clusters Score -6852056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -6852053.000000 Penalty: 5365.149414
	Iteration 57Q: 3 clusters Score -6852053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -6852052.000000 Penalty: 5365.149414
	Iteration 58Q: 3 clusters Score -6852052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -6852048.500000 Penalty: 5365.149414
	Iteration 59Q: 3 clusters Score -6852048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -6852057.500000 Penalty: 5365.149414
	Iteration 60F: 3 clusters Score -6852058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -6852067.500000 Penalty: 5365.149414
	Iteration 61Q: 3 clusters Score -6852068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -6852067.500000 Penalty: 5365.149414
	Iteration 62Q: 3 clusters Score -6852068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -6852068.500000 Penalty: 5365.149414
	Iteration 63Q: 3 clusters Score -6852068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -6852053.500000 Penalty: 5365.149414
	Iteration 64Q: 3 clusters Score -6852054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -6852069.000000 Penalty: 5365.149414
	Iteration 65Q: 3 clusters Score -6852069 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -6852074.000000 Penalty: 5365.149414
	Iteration 66Q: 3 clusters Score -6852074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -6852075.000000 Penalty: 5365.149414
	Iteration 67Q: 3 clusters Score -6852075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -6852076.500000 Penalty: 5365.149414
	Iteration 68Q: 3 clusters Score -6852076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -6852081.500000 Penalty: 5365.149414
	Iteration 69Q: 3 clusters Score -6852082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -6852086.000000 Penalty: 5365.149414
	Iteration 70Q: 3 clusters Score -6852086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -6852081.000000 Penalty: 5365.149414
	Iteration 71Q: 3 clusters Score -6852081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -6852087.000000 Penalty: 5365.149414
	Iteration 72Q: 3 clusters Score -6852087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -6852091.000000 Penalty: 5365.149414
	Iteration 73Q: 3 clusters Score -6852091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -6852093.500000 Penalty: 5365.149414
	Iteration 74Q: 3 clusters Score -6852094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -6852096.000000 Penalty: 5365.149414
	Iteration 75Q: 3 clusters Score -6852096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -6852095.000000 Penalty: 5365.149414
	Iteration 76Q: 3 clusters Score -6852095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -6852084.000000 Penalty: 5365.149414
	Iteration 77Q: 3 clusters Score -6852084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -6852093.000000 Penalty: 5365.149414
	Iteration 78Q: 3 clusters Score -6852093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -6852099.000000 Penalty: 5365.149414
	Iteration 79Q: 3 clusters Score -6852099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -6852091.500000 Penalty: 5365.149414
	Iteration 80F: 3 clusters Score -6852092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -6852098.500000 Penalty: 5365.149414
	Iteration 81Q: 3 clusters Score -6852098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -6852098.500000 Penalty: 5365.149414
	Iteration 82Q: 3 clusters Score -6852098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -6852099.000000 Penalty: 5365.149414
	Iteration 83Q: 3 clusters Score -6852099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -6852099.000000 Penalty: 5365.149414
	Iteration 84F: 3 clusters Score -6852099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Entering Unmasked Estep 
Score: -537302.062500 Penalty: 2056.241455
	Iteration 0F: 2 clusters Score -537302.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -533492.312500 Penalty: 4112.482910
	Iteration 0F: 3 clusters Score -533492.3 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -534503.187500 Penalty: 4112.482910
	Iteration 1F: 3 clusters Score -534503.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -534802.625000 Penalty: 4112.482910
	Iteration 2F: 3 clusters Score -534802.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -535029.625000 Penalty: 4112.482910
	Iteration 3F: 3 clusters Score -535029.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -535227.125000 Penalty: 4112.482910
	Iteration 4F: 3 clusters Score -535227.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -535401.500000 Penalty: 4112.482910
	Iteration 5Q: 3 clusters Score -535401.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -535538.500000 Penalty: 4112.482910
	Iteration 6Q: 3 clusters Score -535538.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -535685.312500 Penalty: 4112.482910
	Iteration 7Q: 3 clusters Score -535685.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -535821.187500 Penalty: 4112.482910
	Iteration 8Q: 3 clusters Score -535821.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -535937.250000 Penalty: 4112.482910
	Iteration 9Q: 3 clusters Score -535937.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -536051.625000 Penalty: 4112.482910
	Iteration 10Q: 3 clusters Score -536051.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -536186.937500 Penalty: 4112.482910
	Iteration 11Q: 3 clusters Score -536186.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -536315.812500 Penalty: 4112.482910
	Iteration 12Q: 3 clusters Score -536315.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -536419.375000 Penalty: 4112.482910
	Iteration 13Q: 3 clusters Score -536419.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -536492.125000 Penalty: 4112.482910
	Iteration 14Q: 3 clusters Score -536492.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -536526.937500 Penalty: 4112.482910
	Iteration 15Q: 3 clusters Score -536526.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -536543.750000 Penalty: 4112.482910
	Iteration 16Q: 3 clusters Score -536543.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -536553.062500 Penalty: 4112.482910
	Iteration 17Q: 3 clusters Score -536553.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -536560.187500 Penalty: 4112.482910
	Iteration 18Q: 3 clusters Score -536560.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -536565.812500 Penalty: 4112.482910
	Iteration 19Q: 3 clusters Score -536565.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -536570.125000 Penalty: 4112.482910
	Iteration 20F: 3 clusters Score -536570.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -536572.687500 Penalty: 4112.482910
	Iteration 21Q: 3 clusters Score -536572.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -536575.437500 Penalty: 4112.482910
	Iteration 22Q: 3 clusters Score -536575.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -536579.375000 Penalty: 4112.482910
	Iteration 23Q: 3 clusters Score -536579.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -536583.187500 Penalty: 4112.482910
	Iteration 24Q: 3 clusters Score -536583.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -536585.062500 Penalty: 4112.482910
	Iteration 25Q: 3 clusters Score -536585.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -536586.187500 Penalty: 4112.482910
	Iteration 26Q: 3 clusters Score -536586.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -536586.187500 Penalty: 4112.482910
	Iteration 27F: 3 clusters Score -536586.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Entering Unmasked Estep 
Score: -2118745.250000 Penalty: 2393.937256
	Iteration 0F: 2 clusters Score -2118745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2107594.500000 Penalty: 4787.874512
	Iteration 0F: 3 clusters Score -2107594 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2111074.250000 Penalty: 4787.874512
	Iteration 1F: 3 clusters Score -2111074 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2111416.500000 Penalty: 4787.874512
	Iteration 2F: 3 clusters Score -2111416 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2111726.250000 Penalty: 4787.874512
	Iteration 3Q: 3 clusters Score -2111726 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2112094.500000 Penalty: 4787.874512
	Iteration 4Q: 3 clusters Score -2112094 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2112545.500000 Penalty: 4787.874512
	Iteration 5F: 3 clusters Score -2112546 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2113065.750000 Penalty: 4787.874512
	Iteration 6F: 3 clusters Score -2113066 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2113698.500000 Penalty: 4787.874512
	Iteration 7F: 3 clusters Score -2113698 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2114373.750000 Penalty: 4787.874512
	Iteration 8F: 3 clusters Score -2114374 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2114973.000000 Penalty: 4787.874512
	Iteration 9F: 3 clusters Score -2114973 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2115427.500000 Penalty: 4787.874512
	Iteration 10Q: 3 clusters Score -2115428 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2115734.750000 Penalty: 4787.874512
	Iteration 11Q: 3 clusters Score -2115735 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2115980.250000 Penalty: 4787.874512
	Iteration 12Q: 3 clusters Score -2115980 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2116168.750000 Penalty: 4787.874512
	Iteration 13Q: 3 clusters Score -2116169 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2116320.750000 Penalty: 4787.874512
	Iteration 14Q: 3 clusters Score -2116321 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2116469.250000 Penalty: 4787.874512
	Iteration 15Q: 3 clusters Score -2116469 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2116606.000000 Penalty: 4787.874512
	Iteration 16Q: 3 clusters Score -2116606 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2116697.750000 Penalty: 4787.874512
	Iteration 17Q: 3 clusters Score -2116698 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2116781.750000 Penalty: 4787.874512
	Iteration 18Q: 3 clusters Score -2116782 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2116839.000000 Penalty: 4787.874512
	Iteration 19Q: 3 clusters Score -2116839 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2116869.250000 Penalty: 4787.874512
	Iteration 20F: 3 clusters Score -2116869 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2116897.500000 Penalty: 4787.874512
	Iteration 21Q: 3 clusters Score -2116898 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2116917.750000 Penalty: 4787.874512
	Iteration 22Q: 3 clusters Score -2116918 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2116936.250000 Penalty: 4787.874512
	Iteration 23Q: 3 clusters Score -2116936 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2116948.500000 Penalty: 4787.874512
	Iteration 24Q: 3 clusters Score -2116948 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2116965.250000 Penalty: 4787.874512
	Iteration 25Q: 3 clusters Score -2116965 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2116983.000000 Penalty: 4787.874512
	Iteration 26Q: 3 clusters Score -2116983 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2116985.000000 Penalty: 4787.874512
	Iteration 27Q: 3 clusters Score -2116985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2116988.000000 Penalty: 4787.874512
	Iteration 28Q: 3 clusters Score -2116988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2116997.250000 Penalty: 4787.874512
	Iteration 29Q: 3 clusters Score -2116997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2117002.250000 Penalty: 4787.874512
	Iteration 30Q: 3 clusters Score -2117002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2117002.250000 Penalty: 4787.874512
	Iteration 31Q: 3 clusters Score -2117002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2117005.750000 Penalty: 4787.874512
	Iteration 32Q: 3 clusters Score -2117006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2117007.250000 Penalty: 4787.874512
	Iteration 33Q: 3 clusters Score -2117007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2117009.750000 Penalty: 4787.874512
	Iteration 34Q: 3 clusters Score -2117010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2117011.500000 Penalty: 4787.874512
	Iteration 35Q: 3 clusters Score -2117012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2117011.500000 Penalty: 4787.874512
	Iteration 36Q: 3 clusters Score -2117012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2117016.000000 Penalty: 4787.874512
	Iteration 37Q: 3 clusters Score -2117016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2117017.250000 Penalty: 4787.874512
	Iteration 38Q: 3 clusters Score -2117017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2117029.500000 Penalty: 4787.874512
	Iteration 39Q: 3 clusters Score -2117030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2117027.250000 Penalty: 4787.874512
	Iteration 40F: 3 clusters Score -2117027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2117040.750000 Penalty: 4787.874512
	Iteration 41Q: 3 clusters Score -2117041 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2117047.000000 Penalty: 4787.874512
	Iteration 42Q: 3 clusters Score -2117047 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2117053.750000 Penalty: 4787.874512
	Iteration 43Q: 3 clusters Score -2117054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2117060.500000 Penalty: 4787.874512
	Iteration 44Q: 3 clusters Score -2117060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2117069.250000 Penalty: 4787.874512
	Iteration 45Q: 3 clusters Score -2117069 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2117080.250000 Penalty: 4787.874512
	Iteration 46Q: 3 clusters Score -2117080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2117098.500000 Penalty: 4787.874512
	Iteration 47Q: 3 clusters Score -2117098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2117103.250000 Penalty: 4787.874512
	Iteration 48Q: 3 clusters Score -2117103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2117113.250000 Penalty: 4787.874512
	Iteration 49Q: 3 clusters Score -2117113 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2117116.750000 Penalty: 4787.874512
	Iteration 50Q: 3 clusters Score -2117117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2117121.250000 Penalty: 4787.874512
	Iteration 51Q: 3 clusters Score -2117121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2117125.750000 Penalty: 4787.874512
	Iteration 52Q: 3 clusters Score -2117126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2117129.250000 Penalty: 4787.874512
	Iteration 53Q: 3 clusters Score -2117129 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2117141.750000 Penalty: 4787.874512
	Iteration 54Q: 3 clusters Score -2117142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2117151.750000 Penalty: 4787.874512
	Iteration 55Q: 3 clusters Score -2117152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2117156.000000 Penalty: 4787.874512
	Iteration 56Q: 3 clusters Score -2117156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2117154.500000 Penalty: 4787.874512
	Iteration 57Q: 3 clusters Score -2117154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2117159.500000 Penalty: 4787.874512
	Iteration 58Q: 3 clusters Score -2117160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2117159.250000 Penalty: 4787.874512
	Iteration 59Q: 3 clusters Score -2117159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2117163.250000 Penalty: 4787.874512
	Iteration 60F: 3 clusters Score -2117163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2117162.000000 Penalty: 4787.874512
	Iteration 61Q: 3 clusters Score -2117162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2117160.500000 Penalty: 4787.874512
	Iteration 62Q: 3 clusters Score -2117160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2117164.250000 Penalty: 4787.874512
	Iteration 63Q: 3 clusters Score -2117164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2117160.750000 Penalty: 4787.874512
	Iteration 64Q: 3 clusters Score -2117161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2117160.750000 Penalty: 4787.874512
	Iteration 65F: 3 clusters Score -2117161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (200361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200361 members 
Entering Unmasked Estep 
Score: -27847468.000000 Penalty: 3027.553223
	Iteration 0F: 2 clusters Score -2.784747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100547 members 
Mstep: Class 2 contains 99814 members 
Entering Unmasked Estep 
Score: -27722438.000000 Penalty: 6055.106445
	Iteration 0F: 3 clusters Score -2.772244e+07 nChanged 96483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105800 members 
Mstep: Class 2 contains 94561 members 
Entering Unmasked Estep 
Score: -27778246.000000 Penalty: 6055.106445
	Iteration 1F: 3 clusters Score -2.777825e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108721 members 
Mstep: Class 2 contains 91640 members 
Entering Unmasked Estep 
Score: -27779524.000000 Penalty: 6055.106445
	Iteration 2Q: 3 clusters Score -2.777952e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113182 members 
Mstep: Class 2 contains 87179 members 
Entering Unmasked Estep 
Score: -27781352.000000 Penalty: 6055.106445
	Iteration 3Q: 3 clusters Score -2.778135e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119937 members 
Mstep: Class 2 contains 80424 members 
Entering Unmasked Estep 
Score: -27784412.000000 Penalty: 6055.106445
	Iteration 4Q: 3 clusters Score -2.778441e+07 nChanged 10059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129506 members 
Mstep: Class 2 contains 70855 members 
Entering Unmasked Estep 
Score: -27790052.000000 Penalty: 6055.106445
	Iteration 5F: 3 clusters Score -2.779005e+07 nChanged 12917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142201 members 
Mstep: Class 2 contains 58160 members 
Entering Unmasked Estep 
Score: -27798720.000000 Penalty: 6055.106445
	Iteration 6F: 3 clusters Score -2.779872e+07 nChanged 14771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156800 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -27810078.000000 Penalty: 6055.106445
	Iteration 7F: 3 clusters Score -2.781008e+07 nChanged 14274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170952 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -27821848.000000 Penalty: 6055.106445
	Iteration 8F: 3 clusters Score -2.782185e+07 nChanged 11064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181914 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -27830854.000000 Penalty: 6055.106445
	Iteration 9F: 3 clusters Score -2.783085e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189035 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -27836852.000000 Penalty: 6055.106445
	Iteration 10Q: 3 clusters Score -2.783685e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193282 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -27840208.000000 Penalty: 6055.106445
	Iteration 11Q: 3 clusters Score -2.784021e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195743 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -27842112.000000 Penalty: 6055.106445
	Iteration 12Q: 3 clusters Score -2.784211e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197140 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -27843086.000000 Penalty: 6055.106445
	Iteration 13Q: 3 clusters Score -2.784309e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197969 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -27843688.000000 Penalty: 6055.106445
	Iteration 14Q: 3 clusters Score -2.784369e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198468 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -27844098.000000 Penalty: 6055.106445
	Iteration 15Q: 3 clusters Score -2.78441e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198774 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -27844292.000000 Penalty: 6055.106445
	Iteration 16Q: 3 clusters Score -2.784429e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198977 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -27844430.000000 Penalty: 6055.106445
	Iteration 17Q: 3 clusters Score -2.784443e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199114 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -27844546.000000 Penalty: 6055.106445
	Iteration 18Q: 3 clusters Score -2.784455e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199231 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -27844608.000000 Penalty: 6055.106445
	Iteration 19Q: 3 clusters Score -2.784461e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199311 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -27844670.000000 Penalty: 6055.106445
	Iteration 20F: 3 clusters Score -2.784467e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199369 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -27844688.000000 Penalty: 6055.106445
	Iteration 21Q: 3 clusters Score -2.784469e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199410 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -27844732.000000 Penalty: 6055.106445
	Iteration 22Q: 3 clusters Score -2.784473e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199434 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -27844718.000000 Penalty: 6055.106445
	Iteration 23Q: 3 clusters Score -2.784472e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199464 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -27844746.000000 Penalty: 6055.106445
	Iteration 24Q: 3 clusters Score -2.784475e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199482 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -27844786.000000 Penalty: 6055.106445
	Iteration 25Q: 3 clusters Score -2.784479e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199498 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -27844824.000000 Penalty: 6055.106445
	Iteration 26Q: 3 clusters Score -2.784482e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199513 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -27844826.000000 Penalty: 6055.106445
	Iteration 27Q: 3 clusters Score -2.784483e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199526 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -27844846.000000 Penalty: 6055.106445
	Iteration 28Q: 3 clusters Score -2.784485e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199539 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -27844852.000000 Penalty: 6055.106445
	Iteration 29Q: 3 clusters Score -2.784485e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199549 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -27844876.000000 Penalty: 6055.106445
	Iteration 30Q: 3 clusters Score -2.784488e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199567 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -27844884.000000 Penalty: 6055.106445
	Iteration 31Q: 3 clusters Score -2.784488e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199581 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -27844894.000000 Penalty: 6055.106445
	Iteration 32Q: 3 clusters Score -2.784489e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199595 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -27844910.000000 Penalty: 6055.106445
	Iteration 33Q: 3 clusters Score -2.784491e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199603 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -27844920.000000 Penalty: 6055.106445
	Iteration 34Q: 3 clusters Score -2.784492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199614 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -27844936.000000 Penalty: 6055.106445
	Iteration 35Q: 3 clusters Score -2.784494e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199620 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -27844958.000000 Penalty: 6055.106445
	Iteration 36Q: 3 clusters Score -2.784496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199621 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -27844942.000000 Penalty: 6055.106445
	Iteration 37Q: 3 clusters Score -2.784494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199622 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -27844948.000000 Penalty: 6055.106445
	Iteration 38Q: 3 clusters Score -2.784495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199623 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -27844954.000000 Penalty: 6055.106445
	Iteration 39Q: 3 clusters Score -2.784495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199623 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -27844954.000000 Penalty: 6055.106445
	Iteration 40F: 3 clusters Score -2.784495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Entering Unmasked Estep 
Score: -707891.812500 Penalty: 2120.027588
	Iteration 0F: 2 clusters Score -707891.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -703271.687500 Penalty: 4240.055176
	Iteration 0F: 3 clusters Score -703271.7 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -704366.812500 Penalty: 4240.055176
	Iteration 1F: 3 clusters Score -704366.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -704607.875000 Penalty: 4240.055176
	Iteration 2F: 3 clusters Score -704607.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -704755.812500 Penalty: 4240.055176
	Iteration 3F: 3 clusters Score -704755.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -704866.187500 Penalty: 4240.055176
	Iteration 4Q: 3 clusters Score -704866.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -704952.062500 Penalty: 4240.055176
	Iteration 5Q: 3 clusters Score -704952.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -705026.187500 Penalty: 4240.055176
	Iteration 6Q: 3 clusters Score -705026.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -705102.750000 Penalty: 4240.055176
	Iteration 7Q: 3 clusters Score -705102.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -705190.125000 Penalty: 4240.055176
	Iteration 8Q: 3 clusters Score -705190.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -705269.500000 Penalty: 4240.055176
	Iteration 9Q: 3 clusters Score -705269.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -705345.187500 Penalty: 4240.055176
	Iteration 10Q: 3 clusters Score -705345.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -705425.375000 Penalty: 4240.055176
	Iteration 11Q: 3 clusters Score -705425.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -705505.750000 Penalty: 4240.055176
	Iteration 12Q: 3 clusters Score -705505.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -705603.625000 Penalty: 4240.055176
	Iteration 13Q: 3 clusters Score -705603.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -705687.125000 Penalty: 4240.055176
	Iteration 14Q: 3 clusters Score -705687.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -705762.562500 Penalty: 4240.055176
	Iteration 15Q: 3 clusters Score -705762.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -705832.437500 Penalty: 4240.055176
	Iteration 16Q: 3 clusters Score -705832.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -705873.937500 Penalty: 4240.055176
	Iteration 17Q: 3 clusters Score -705873.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -705905.500000 Penalty: 4240.055176
	Iteration 18Q: 3 clusters Score -705905.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -705928.812500 Penalty: 4240.055176
	Iteration 19Q: 3 clusters Score -705928.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -705949.437500 Penalty: 4240.055176
	Iteration 20F: 3 clusters Score -705949.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -705964.062500 Penalty: 4240.055176
	Iteration 21Q: 3 clusters Score -705964.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -705980.875000 Penalty: 4240.055176
	Iteration 22Q: 3 clusters Score -705980.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -706010.875000 Penalty: 4240.055176
	Iteration 23Q: 3 clusters Score -706010.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -706037.500000 Penalty: 4240.055176
	Iteration 24Q: 3 clusters Score -706037.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -706063.500000 Penalty: 4240.055176
	Iteration 25Q: 3 clusters Score -706063.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -706078.250000 Penalty: 4240.055176
	Iteration 26Q: 3 clusters Score -706078.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -706085.875000 Penalty: 4240.055176
	Iteration 27Q: 3 clusters Score -706085.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -706098.062500 Penalty: 4240.055176
	Iteration 28Q: 3 clusters Score -706098.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -706106.937500 Penalty: 4240.055176
	Iteration 29Q: 3 clusters Score -706106.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -706117.125000 Penalty: 4240.055176
	Iteration 30Q: 3 clusters Score -706117.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -706130.062500 Penalty: 4240.055176
	Iteration 31Q: 3 clusters Score -706130.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -706134.750000 Penalty: 4240.055176
	Iteration 32Q: 3 clusters Score -706134.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -706140.937500 Penalty: 4240.055176
	Iteration 33Q: 3 clusters Score -706140.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -706142.312500 Penalty: 4240.055176
	Iteration 34Q: 3 clusters Score -706142.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -706142.687500 Penalty: 4240.055176
	Iteration 35Q: 3 clusters Score -706142.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -706142.687500 Penalty: 4240.055176
	Iteration 36F: 3 clusters Score -706142.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Entering Unmasked Estep 
Score: -1007821.875000 Penalty: 2213.248779
	Iteration 0F: 2 clusters Score -1007822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1001687.312500 Penalty: 4426.497559
	Iteration 0F: 3 clusters Score -1001687 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1003377.750000 Penalty: 4426.497559
	Iteration 1F: 3 clusters Score -1003378 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1003705.875000 Penalty: 4426.497559
	Iteration 2F: 3 clusters Score -1003706 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1003960.562500 Penalty: 4426.497559
	Iteration 3F: 3 clusters Score -1003961 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1004204.062500 Penalty: 4426.497559
	Iteration 4Q: 3 clusters Score -1004204 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1004426.937500 Penalty: 4426.497559
	Iteration 5Q: 3 clusters Score -1004427 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1004664.625000 Penalty: 4426.497559
	Iteration 6Q: 3 clusters Score -1004665 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1004892.937500 Penalty: 4426.497559
	Iteration 7Q: 3 clusters Score -1004893 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1005092.500000 Penalty: 4426.497559
	Iteration 8Q: 3 clusters Score -1005092 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1005264.062500 Penalty: 4426.497559
	Iteration 9Q: 3 clusters Score -1005264 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1005440.000000 Penalty: 4426.497559
	Iteration 10Q: 3 clusters Score -1005440 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1005606.437500 Penalty: 4426.497559
	Iteration 11Q: 3 clusters Score -1005606 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1005756.687500 Penalty: 4426.497559
	Iteration 12Q: 3 clusters Score -1005757 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1005897.187500 Penalty: 4426.497559
	Iteration 13Q: 3 clusters Score -1005897 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1006038.875000 Penalty: 4426.497559
	Iteration 14Q: 3 clusters Score -1006039 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1006180.750000 Penalty: 4426.497559
	Iteration 15Q: 3 clusters Score -1006181 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1006294.375000 Penalty: 4426.497559
	Iteration 16Q: 3 clusters Score -1006294 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1006384.812500 Penalty: 4426.497559
	Iteration 17Q: 3 clusters Score -1006385 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1006460.750000 Penalty: 4426.497559
	Iteration 18Q: 3 clusters Score -1006461 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1006532.062500 Penalty: 4426.497559
	Iteration 19Q: 3 clusters Score -1006532 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1006598.687500 Penalty: 4426.497559
	Iteration 20F: 3 clusters Score -1006599 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1006666.375000 Penalty: 4426.497559
	Iteration 21Q: 3 clusters Score -1006666 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1006725.375000 Penalty: 4426.497559
	Iteration 22Q: 3 clusters Score -1006725 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1006774.125000 Penalty: 4426.497559
	Iteration 23Q: 3 clusters Score -1006774 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1006808.375000 Penalty: 4426.497559
	Iteration 24Q: 3 clusters Score -1006808 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1006837.875000 Penalty: 4426.497559
	Iteration 25Q: 3 clusters Score -1006838 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1006871.812500 Penalty: 4426.497559
	Iteration 26Q: 3 clusters Score -1006872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1006891.875000 Penalty: 4426.497559
	Iteration 27Q: 3 clusters Score -1006892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1006905.625000 Penalty: 4426.497559
	Iteration 28Q: 3 clusters Score -1006906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1006914.062500 Penalty: 4426.497559
	Iteration 29Q: 3 clusters Score -1006914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1006922.000000 Penalty: 4426.497559
	Iteration 30Q: 3 clusters Score -1006922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1006930.062500 Penalty: 4426.497559
	Iteration 31Q: 3 clusters Score -1006930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1006941.687500 Penalty: 4426.497559
	Iteration 32Q: 3 clusters Score -1006942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1006952.187500 Penalty: 4426.497559
	Iteration 33Q: 3 clusters Score -1006952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1006958.937500 Penalty: 4426.497559
	Iteration 34Q: 3 clusters Score -1006959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1006969.250000 Penalty: 4426.497559
	Iteration 35Q: 3 clusters Score -1006969 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1006980.875000 Penalty: 4426.497559
	Iteration 36Q: 3 clusters Score -1006981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1006991.437500 Penalty: 4426.497559
	Iteration 37Q: 3 clusters Score -1006991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1007006.000000 Penalty: 4426.497559
	Iteration 38Q: 3 clusters Score -1007006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1007016.000000 Penalty: 4426.497559
	Iteration 39Q: 3 clusters Score -1007016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1007022.937500 Penalty: 4426.497559
	Iteration 40F: 3 clusters Score -1007023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1007032.062500 Penalty: 4426.497559
	Iteration 41Q: 3 clusters Score -1007032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1007039.187500 Penalty: 4426.497559
	Iteration 42Q: 3 clusters Score -1007039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1007044.125000 Penalty: 4426.497559
	Iteration 43Q: 3 clusters Score -1007044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1007043.312500 Penalty: 4426.497559
	Iteration 44Q: 3 clusters Score -1007043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1007045.937500 Penalty: 4426.497559
	Iteration 45Q: 3 clusters Score -1007046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1007048.375000 Penalty: 4426.497559
	Iteration 46Q: 3 clusters Score -1007048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1007048.250000 Penalty: 4426.497559
	Iteration 47Q: 3 clusters Score -1007048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1007050.125000 Penalty: 4426.497559
	Iteration 48Q: 3 clusters Score -1007050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1007048.375000 Penalty: 4426.497559
	Iteration 49Q: 3 clusters Score -1007048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1007050.312500 Penalty: 4426.497559
	Iteration 50Q: 3 clusters Score -1007050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1007050.062500 Penalty: 4426.497559
	Iteration 51Q: 3 clusters Score -1007050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1007050.062500 Penalty: 4426.497559
	Iteration 52F: 3 clusters Score -1007050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -963766.250000 Penalty: 2202.005615
	Iteration 0F: 2 clusters Score -963766.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -957924.562500 Penalty: 4404.011230
	Iteration 0F: 3 clusters Score -957924.6 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -959598.750000 Penalty: 4404.011230
	Iteration 1F: 3 clusters Score -959598.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -959992.687500 Penalty: 4404.011230
	Iteration 2F: 3 clusters Score -959992.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -960366.125000 Penalty: 4404.011230
	Iteration 3F: 3 clusters Score -960366.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -960668.062500 Penalty: 4404.011230
	Iteration 4F: 3 clusters Score -960668.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -960919.062500 Penalty: 4404.011230
	Iteration 5F: 3 clusters Score -960919.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -961146.000000 Penalty: 4404.011230
	Iteration 6Q: 3 clusters Score -961146 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -961333.937500 Penalty: 4404.011230
	Iteration 7Q: 3 clusters Score -961333.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -961470.250000 Penalty: 4404.011230
	Iteration 8Q: 3 clusters Score -961470.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -961587.812500 Penalty: 4404.011230
	Iteration 9Q: 3 clusters Score -961587.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -961690.500000 Penalty: 4404.011230
	Iteration 10Q: 3 clusters Score -961690.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -961780.687500 Penalty: 4404.011230
	Iteration 11Q: 3 clusters Score -961780.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -961854.687500 Penalty: 4404.011230
	Iteration 12Q: 3 clusters Score -961854.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -961926.750000 Penalty: 4404.011230
	Iteration 13Q: 3 clusters Score -961926.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -961983.625000 Penalty: 4404.011230
	Iteration 14Q: 3 clusters Score -961983.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -962035.812500 Penalty: 4404.011230
	Iteration 15Q: 3 clusters Score -962035.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -962066.937500 Penalty: 4404.011230
	Iteration 16Q: 3 clusters Score -962066.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -962107.500000 Penalty: 4404.011230
	Iteration 17Q: 3 clusters Score -962107.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -962140.875000 Penalty: 4404.011230
	Iteration 18Q: 3 clusters Score -962140.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -962176.812500 Penalty: 4404.011230
	Iteration 19Q: 3 clusters Score -962176.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -962215.625000 Penalty: 4404.011230
	Iteration 20F: 3 clusters Score -962215.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -962248.000000 Penalty: 4404.011230
	Iteration 21Q: 3 clusters Score -962248 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -962277.187500 Penalty: 4404.011230
	Iteration 22Q: 3 clusters Score -962277.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -962304.437500 Penalty: 4404.011230
	Iteration 23Q: 3 clusters Score -962304.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -962326.375000 Penalty: 4404.011230
	Iteration 24Q: 3 clusters Score -962326.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -962354.875000 Penalty: 4404.011230
	Iteration 25Q: 3 clusters Score -962354.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -962372.125000 Penalty: 4404.011230
	Iteration 26Q: 3 clusters Score -962372.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -962382.437500 Penalty: 4404.011230
	Iteration 27Q: 3 clusters Score -962382.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -962388.312500 Penalty: 4404.011230
	Iteration 28Q: 3 clusters Score -962388.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -962393.875000 Penalty: 4404.011230
	Iteration 29Q: 3 clusters Score -962393.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -962398.125000 Penalty: 4404.011230
	Iteration 30Q: 3 clusters Score -962398.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -962406.375000 Penalty: 4404.011230
	Iteration 31Q: 3 clusters Score -962406.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -962411.000000 Penalty: 4404.011230
	Iteration 32Q: 3 clusters Score -962411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -962415.187500 Penalty: 4404.011230
	Iteration 33Q: 3 clusters Score -962415.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -962416.687500 Penalty: 4404.011230
	Iteration 34Q: 3 clusters Score -962416.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -962417.062500 Penalty: 4404.011230
	Iteration 35Q: 3 clusters Score -962417.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -962421.312500 Penalty: 4404.011230
	Iteration 36Q: 3 clusters Score -962421.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -962422.062500 Penalty: 4404.011230
	Iteration 37Q: 3 clusters Score -962422.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -962422.500000 Penalty: 4404.011230
	Iteration 38Q: 3 clusters Score -962422.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -962422.375000 Penalty: 4404.011230
	Iteration 39Q: 3 clusters Score -962422.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -962422.437500 Penalty: 4404.011230
	Iteration 40F: 3 clusters Score -962422.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -962422.187500 Penalty: 4404.011230
	Iteration 41Q: 3 clusters Score -962422.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -962422.937500 Penalty: 4404.011230
	Iteration 42Q: 3 clusters Score -962422.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -962425.437500 Penalty: 4404.011230
	Iteration 43Q: 3 clusters Score -962425.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -962426.687500 Penalty: 4404.011230
	Iteration 44Q: 3 clusters Score -962426.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -962426.937500 Penalty: 4404.011230
	Iteration 45Q: 3 clusters Score -962426.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -962426.187500 Penalty: 4404.011230
	Iteration 46Q: 3 clusters Score -962426.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -962427.562500 Penalty: 4404.011230
	Iteration 47Q: 3 clusters Score -962427.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -962429.187500 Penalty: 4404.011230
	Iteration 48Q: 3 clusters Score -962429.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -962429.500000 Penalty: 4404.011230
	Iteration 49Q: 3 clusters Score -962429.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -962430.812500 Penalty: 4404.011230
	Iteration 50Q: 3 clusters Score -962430.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -962430.875000 Penalty: 4404.011230
	Iteration 51Q: 3 clusters Score -962430.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -962431.125000 Penalty: 4404.011230
	Iteration 52Q: 3 clusters Score -962431.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -962432.187500 Penalty: 4404.011230
	Iteration 53Q: 3 clusters Score -962432.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -962432.437500 Penalty: 4404.011230
	Iteration 54Q: 3 clusters Score -962432.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -962435.937500 Penalty: 4404.011230
	Iteration 55Q: 3 clusters Score -962435.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -962434.625000 Penalty: 4404.011230
	Iteration 56Q: 3 clusters Score -962434.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -962435.875000 Penalty: 4404.011230
	Iteration 57Q: 3 clusters Score -962435.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -962436.812500 Penalty: 4404.011230
	Iteration 58Q: 3 clusters Score -962436.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -962437.687500 Penalty: 4404.011230
	Iteration 59Q: 3 clusters Score -962437.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -962438.375000 Penalty: 4404.011230
	Iteration 60F: 3 clusters Score -962438.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -962439.625000 Penalty: 4404.011230
	Iteration 61Q: 3 clusters Score -962439.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -962440.312500 Penalty: 4404.011230
	Iteration 62Q: 3 clusters Score -962440.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -962440.312500 Penalty: 4404.011230
	Iteration 63F: 3 clusters Score -962440.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Entering Unmasked Estep 
Score: -749397.437500 Penalty: 2156.693115
	Iteration 0F: 2 clusters Score -749397.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -744336.625000 Penalty: 4313.386230
	Iteration 0F: 3 clusters Score -744336.6 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -746063.187500 Penalty: 4313.386230
	Iteration 1F: 3 clusters Score -746063.2 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -746983.000000 Penalty: 4313.386230
	Iteration 2F: 3 clusters Score -746983 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -747773.625000 Penalty: 4313.386230
	Iteration 3F: 3 clusters Score -747773.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -748283.125000 Penalty: 4313.386230
	Iteration 4F: 3 clusters Score -748283.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -748571.812500 Penalty: 4313.386230
	Iteration 5F: 3 clusters Score -748571.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -748744.125000 Penalty: 4313.386230
	Iteration 6Q: 3 clusters Score -748744.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -748889.312500 Penalty: 4313.386230
	Iteration 7Q: 3 clusters Score -748889.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -748983.625000 Penalty: 4313.386230
	Iteration 8Q: 3 clusters Score -748983.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -749125.125000 Penalty: 4313.386230
	Iteration 9Q: 3 clusters Score -749125.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -749377.812500 Penalty: 4313.386230
	Iteration 10Q: 3 clusters Score -749377.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -749525.375000 Penalty: 4313.386230
	Iteration 11Q: 3 clusters Score -749525.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -749544.187500 Penalty: 4313.386230
	Iteration 12Q: 3 clusters Score -749544.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -749553.750000 Penalty: 4313.386230
	Iteration 13Q: 3 clusters Score -749553.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -749558.625000 Penalty: 4313.386230
	Iteration 14Q: 3 clusters Score -749558.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -749561.375000 Penalty: 4313.386230
	Iteration 15Q: 3 clusters Score -749561.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -749564.125000 Penalty: 4313.386230
	Iteration 16Q: 3 clusters Score -749564.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -749564.062500 Penalty: 4313.386230
	Iteration 17Q: 3 clusters Score -749564.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -749565.687500 Penalty: 4313.386230
	Iteration 18Q: 3 clusters Score -749565.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -749565.687500 Penalty: 4313.386230
	Iteration 19F: 3 clusters Score -749565.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23545 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49853 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200361 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 3482 members 
Mstep: Class 13 contains 11114 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143389 members 
Mstep: Class 19 contains 155379 members 
Mstep: Class 20 contains 32321 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38506 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48199 members 
Mstep: Class 25 contains 68442 members 
Mstep: Class 26 contains 43162 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48154 members 
Mstep: Class 30 contains 296 members 
Mstep: Class 31 contains 2499 members 
Entering Unmasked Estep 
Score: -142953104.000000 Penalty: 106614.398438
Splitting cluster 12 changes total score from -142954288.000000 to -142953104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (11114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Entering Unmasked Estep 
Score: -1549339.375000 Penalty: 2310.358398
	Iteration 0F: 2 clusters Score -1549339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1541003.875000 Penalty: 4620.716797
	Iteration 0F: 3 clusters Score -1541004 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1543478.375000 Penalty: 4620.716797
	Iteration 1F: 3 clusters Score -1543478 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1543778.500000 Penalty: 4620.716797
	Iteration 2F: 3 clusters Score -1543778 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1543985.500000 Penalty: 4620.716797
	Iteration 3Q: 3 clusters Score -1543986 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1544149.750000 Penalty: 4620.716797
	Iteration 4Q: 3 clusters Score -1544150 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1544288.000000 Penalty: 4620.716797
	Iteration 5Q: 3 clusters Score -1544288 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1544402.375000 Penalty: 4620.716797
	Iteration 6Q: 3 clusters Score -1544402 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1544519.750000 Penalty: 4620.716797
	Iteration 7Q: 3 clusters Score -1544520 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1544648.125000 Penalty: 4620.716797
	Iteration 8Q: 3 clusters Score -1544648 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1544823.750000 Penalty: 4620.716797
	Iteration 9Q: 3 clusters Score -1544824 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1545036.750000 Penalty: 4620.716797
	Iteration 10Q: 3 clusters Score -1545037 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1545289.000000 Penalty: 4620.716797
	Iteration 11Q: 3 clusters Score -1545289 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1545617.875000 Penalty: 4620.716797
	Iteration 12Q: 3 clusters Score -1545618 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1545948.000000 Penalty: 4620.716797
	Iteration 13Q: 3 clusters Score -1545948 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1546252.500000 Penalty: 4620.716797
	Iteration 14Q: 3 clusters Score -1546252 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1546522.125000 Penalty: 4620.716797
	Iteration 15Q: 3 clusters Score -1546522 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1546722.625000 Penalty: 4620.716797
	Iteration 16Q: 3 clusters Score -1546723 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1546896.375000 Penalty: 4620.716797
	Iteration 17Q: 3 clusters Score -1546896 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1547007.875000 Penalty: 4620.716797
	Iteration 18Q: 3 clusters Score -1547008 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1547079.500000 Penalty: 4620.716797
	Iteration 19Q: 3 clusters Score -1547080 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1547143.875000 Penalty: 4620.716797
	Iteration 20F: 3 clusters Score -1547144 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1547190.250000 Penalty: 4620.716797
	Iteration 21Q: 3 clusters Score -1547190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1547226.000000 Penalty: 4620.716797
	Iteration 22Q: 3 clusters Score -1547226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1547249.875000 Penalty: 4620.716797
	Iteration 23Q: 3 clusters Score -1547250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1547271.500000 Penalty: 4620.716797
	Iteration 24Q: 3 clusters Score -1547272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1547291.750000 Penalty: 4620.716797
	Iteration 25Q: 3 clusters Score -1547292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1547305.375000 Penalty: 4620.716797
	Iteration 26Q: 3 clusters Score -1547305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1547313.250000 Penalty: 4620.716797
	Iteration 27Q: 3 clusters Score -1547313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1547314.125000 Penalty: 4620.716797
	Iteration 28Q: 3 clusters Score -1547314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1547314.125000 Penalty: 4620.716797
	Iteration 29F: 3 clusters Score -1547314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Entering Unmasked Estep 
Score: -1249626.125000 Penalty: 2264.990723
	Iteration 0F: 2 clusters Score -1249626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1242519.250000 Penalty: 4529.981445
	Iteration 0F: 3 clusters Score -1242519 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1244805.250000 Penalty: 4529.981445
	Iteration 1F: 3 clusters Score -1244805 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1245275.500000 Penalty: 4529.981445
	Iteration 2F: 3 clusters Score -1245276 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1245638.125000 Penalty: 4529.981445
	Iteration 3F: 3 clusters Score -1245638 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1245955.875000 Penalty: 4529.981445
	Iteration 4F: 3 clusters Score -1245956 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1246250.375000 Penalty: 4529.981445
	Iteration 5Q: 3 clusters Score -1246250 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1246574.875000 Penalty: 4529.981445
	Iteration 6Q: 3 clusters Score -1246575 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1246906.500000 Penalty: 4529.981445
	Iteration 7F: 3 clusters Score -1246906 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1247155.375000 Penalty: 4529.981445
	Iteration 8Q: 3 clusters Score -1247155 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1247366.750000 Penalty: 4529.981445
	Iteration 9Q: 3 clusters Score -1247367 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1247538.000000 Penalty: 4529.981445
	Iteration 10Q: 3 clusters Score -1247538 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1247677.000000 Penalty: 4529.981445
	Iteration 11Q: 3 clusters Score -1247677 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1247802.125000 Penalty: 4529.981445
	Iteration 12Q: 3 clusters Score -1247802 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1247929.500000 Penalty: 4529.981445
	Iteration 13Q: 3 clusters Score -1247930 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1248054.500000 Penalty: 4529.981445
	Iteration 14Q: 3 clusters Score -1248054 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1248131.000000 Penalty: 4529.981445
	Iteration 15Q: 3 clusters Score -1248131 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1248178.375000 Penalty: 4529.981445
	Iteration 16Q: 3 clusters Score -1248178 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1248218.000000 Penalty: 4529.981445
	Iteration 17Q: 3 clusters Score -1248218 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1248261.125000 Penalty: 4529.981445
	Iteration 18Q: 3 clusters Score -1248261 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1248296.125000 Penalty: 4529.981445
	Iteration 19Q: 3 clusters Score -1248296 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1248328.750000 Penalty: 4529.981445
	Iteration 20F: 3 clusters Score -1248329 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1248352.125000 Penalty: 4529.981445
	Iteration 21Q: 3 clusters Score -1248352 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1248362.875000 Penalty: 4529.981445
	Iteration 22Q: 3 clusters Score -1248363 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1248376.875000 Penalty: 4529.981445
	Iteration 23Q: 3 clusters Score -1248377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1248380.125000 Penalty: 4529.981445
	Iteration 24Q: 3 clusters Score -1248380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1248388.250000 Penalty: 4529.981445
	Iteration 25Q: 3 clusters Score -1248388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1248393.250000 Penalty: 4529.981445
	Iteration 26Q: 3 clusters Score -1248393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1248399.375000 Penalty: 4529.981445
	Iteration 27Q: 3 clusters Score -1248399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1248401.750000 Penalty: 4529.981445
	Iteration 28Q: 3 clusters Score -1248402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1248409.125000 Penalty: 4529.981445
	Iteration 29Q: 3 clusters Score -1248409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1248413.875000 Penalty: 4529.981445
	Iteration 30Q: 3 clusters Score -1248414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1248419.125000 Penalty: 4529.981445
	Iteration 31Q: 3 clusters Score -1248419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1248422.875000 Penalty: 4529.981445
	Iteration 32Q: 3 clusters Score -1248423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1248426.625000 Penalty: 4529.981445
	Iteration 33Q: 3 clusters Score -1248427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1248428.875000 Penalty: 4529.981445
	Iteration 34Q: 3 clusters Score -1248429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1248431.375000 Penalty: 4529.981445
	Iteration 35Q: 3 clusters Score -1248431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1248432.750000 Penalty: 4529.981445
	Iteration 36Q: 3 clusters Score -1248433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1248435.250000 Penalty: 4529.981445
	Iteration 37Q: 3 clusters Score -1248435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1248435.500000 Penalty: 4529.981445
	Iteration 38Q: 3 clusters Score -1248436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1248439.625000 Penalty: 4529.981445
	Iteration 39Q: 3 clusters Score -1248440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1248441.125000 Penalty: 4529.981445
	Iteration 40F: 3 clusters Score -1248441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1248444.625000 Penalty: 4529.981445
	Iteration 41Q: 3 clusters Score -1248445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1248451.875000 Penalty: 4529.981445
	Iteration 42Q: 3 clusters Score -1248452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1248453.000000 Penalty: 4529.981445
	Iteration 43Q: 3 clusters Score -1248453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1248461.250000 Penalty: 4529.981445
	Iteration 44Q: 3 clusters Score -1248461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1248472.125000 Penalty: 4529.981445
	Iteration 45Q: 3 clusters Score -1248472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1248487.000000 Penalty: 4529.981445
	Iteration 46Q: 3 clusters Score -1248487 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1248495.250000 Penalty: 4529.981445
	Iteration 47Q: 3 clusters Score -1248495 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1248507.500000 Penalty: 4529.981445
	Iteration 48Q: 3 clusters Score -1248508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1248521.125000 Penalty: 4529.981445
	Iteration 49Q: 3 clusters Score -1248521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1248527.625000 Penalty: 4529.981445
	Iteration 50Q: 3 clusters Score -1248528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1248542.250000 Penalty: 4529.981445
	Iteration 51Q: 3 clusters Score -1248542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1248556.875000 Penalty: 4529.981445
	Iteration 52Q: 3 clusters Score -1248557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1248567.375000 Penalty: 4529.981445
	Iteration 53Q: 3 clusters Score -1248567 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1248581.125000 Penalty: 4529.981445
	Iteration 54Q: 3 clusters Score -1248581 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1248606.500000 Penalty: 4529.981445
	Iteration 55Q: 3 clusters Score -1248606 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1248646.375000 Penalty: 4529.981445
	Iteration 56Q: 3 clusters Score -1248646 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1248697.875000 Penalty: 4529.981445
	Iteration 57Q: 3 clusters Score -1248698 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1248765.875000 Penalty: 4529.981445
	Iteration 58Q: 3 clusters Score -1248766 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1248831.500000 Penalty: 4529.981445
	Iteration 59Q: 3 clusters Score -1248832 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1248857.000000 Penalty: 4529.981445
	Iteration 60F: 3 clusters Score -1248857 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1248870.625000 Penalty: 4529.981445
	Iteration 61Q: 3 clusters Score -1248871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1248875.875000 Penalty: 4529.981445
	Iteration 62Q: 3 clusters Score -1248876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1248882.000000 Penalty: 4529.981445
	Iteration 63Q: 3 clusters Score -1248882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1248884.375000 Penalty: 4529.981445
	Iteration 64Q: 3 clusters Score -1248884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1248882.500000 Penalty: 4529.981445
	Iteration 65Q: 3 clusters Score -1248882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1248887.250000 Penalty: 4529.981445
	Iteration 66Q: 3 clusters Score -1248887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1248888.500000 Penalty: 4529.981445
	Iteration 67Q: 3 clusters Score -1248888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1248886.250000 Penalty: 4529.981445
	Iteration 68Q: 3 clusters Score -1248886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1248889.000000 Penalty: 4529.981445
	Iteration 69Q: 3 clusters Score -1248889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1248889.375000 Penalty: 4529.981445
	Iteration 70Q: 3 clusters Score -1248889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1248889.375000 Penalty: 4529.981445
	Iteration 71F: 3 clusters Score -1248889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Entering Unmasked Estep 
Score: -1141283.250000 Penalty: 2239.325195
	Iteration 0F: 2 clusters Score -1141283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1134657.500000 Penalty: 4478.650391
	Iteration 0F: 3 clusters Score -1134658 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1136662.750000 Penalty: 4478.650391
	Iteration 1F: 3 clusters Score -1136663 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1137002.750000 Penalty: 4478.650391
	Iteration 2F: 3 clusters Score -1137003 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1137235.500000 Penalty: 4478.650391
	Iteration 3F: 3 clusters Score -1137236 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1137443.750000 Penalty: 4478.650391
	Iteration 4Q: 3 clusters Score -1137444 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1137621.625000 Penalty: 4478.650391
	Iteration 5Q: 3 clusters Score -1137622 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1137781.250000 Penalty: 4478.650391
	Iteration 6Q: 3 clusters Score -1137781 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1137944.750000 Penalty: 4478.650391
	Iteration 7Q: 3 clusters Score -1137945 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1138100.875000 Penalty: 4478.650391
	Iteration 8Q: 3 clusters Score -1138101 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1138252.250000 Penalty: 4478.650391
	Iteration 9Q: 3 clusters Score -1138252 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1138406.750000 Penalty: 4478.650391
	Iteration 10Q: 3 clusters Score -1138407 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1138566.125000 Penalty: 4478.650391
	Iteration 11Q: 3 clusters Score -1138566 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1138723.375000 Penalty: 4478.650391
	Iteration 12Q: 3 clusters Score -1138723 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1138883.875000 Penalty: 4478.650391
	Iteration 13Q: 3 clusters Score -1138884 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1139056.000000 Penalty: 4478.650391
	Iteration 14Q: 3 clusters Score -1139056 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1139205.250000 Penalty: 4478.650391
	Iteration 15Q: 3 clusters Score -1139205 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1139328.750000 Penalty: 4478.650391
	Iteration 16Q: 3 clusters Score -1139329 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1139419.875000 Penalty: 4478.650391
	Iteration 17Q: 3 clusters Score -1139420 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1139483.375000 Penalty: 4478.650391
	Iteration 18Q: 3 clusters Score -1139483 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1139531.500000 Penalty: 4478.650391
	Iteration 19Q: 3 clusters Score -1139532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1139566.625000 Penalty: 4478.650391
	Iteration 20F: 3 clusters Score -1139567 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1139604.875000 Penalty: 4478.650391
	Iteration 21Q: 3 clusters Score -1139605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1139620.250000 Penalty: 4478.650391
	Iteration 22Q: 3 clusters Score -1139620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1139628.250000 Penalty: 4478.650391
	Iteration 23Q: 3 clusters Score -1139628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1139637.375000 Penalty: 4478.650391
	Iteration 24Q: 3 clusters Score -1139637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1139645.000000 Penalty: 4478.650391
	Iteration 25Q: 3 clusters Score -1139645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1139652.000000 Penalty: 4478.650391
	Iteration 26Q: 3 clusters Score -1139652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1139653.125000 Penalty: 4478.650391
	Iteration 27Q: 3 clusters Score -1139653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1139654.250000 Penalty: 4478.650391
	Iteration 28Q: 3 clusters Score -1139654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1139654.875000 Penalty: 4478.650391
	Iteration 29Q: 3 clusters Score -1139655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1139654.750000 Penalty: 4478.650391
	Iteration 30Q: 3 clusters Score -1139655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1139656.250000 Penalty: 4478.650391
	Iteration 31Q: 3 clusters Score -1139656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1139656.000000 Penalty: 4478.650391
	Iteration 32Q: 3 clusters Score -1139656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1139656.125000 Penalty: 4478.650391
	Iteration 33Q: 3 clusters Score -1139656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1139658.250000 Penalty: 4478.650391
	Iteration 34Q: 3 clusters Score -1139658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1139659.000000 Penalty: 4478.650391
	Iteration 35Q: 3 clusters Score -1139659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1139659.000000 Penalty: 4478.650391
	Iteration 36F: 3 clusters Score -1139659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Entering Unmasked Estep 
Score: -3370556.750000 Penalty: 2507.917969
	Iteration 0F: 2 clusters Score -3370557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -3353493.250000 Penalty: 5015.835938
	Iteration 0F: 3 clusters Score -3353493 nChanged 11061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -3359479.750000 Penalty: 5015.835938
	Iteration 1F: 3 clusters Score -3359480 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -3360140.250000 Penalty: 5015.835938
	Iteration 2F: 3 clusters Score -3360140 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -3361021.500000 Penalty: 5015.835938
	Iteration 3F: 3 clusters Score -3361022 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -3362195.750000 Penalty: 5015.835938
	Iteration 4F: 3 clusters Score -3362196 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -3363765.250000 Penalty: 5015.835938
	Iteration 5F: 3 clusters Score -3363765 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -3365461.000000 Penalty: 5015.835938
	Iteration 6F: 3 clusters Score -3365461 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -3366916.750000 Penalty: 5015.835938
	Iteration 7F: 3 clusters Score -3366917 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -3368061.000000 Penalty: 5015.835938
	Iteration 8F: 3 clusters Score -3368061 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -3368918.500000 Penalty: 5015.835938
	Iteration 9Q: 3 clusters Score -3368918 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -3369476.500000 Penalty: 5015.835938
	Iteration 10Q: 3 clusters Score -3369476 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -3369790.000000 Penalty: 5015.835938
	Iteration 11Q: 3 clusters Score -3369790 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -3370019.250000 Penalty: 5015.835938
	Iteration 12Q: 3 clusters Score -3370019 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -3370176.500000 Penalty: 5015.835938
	Iteration 13Q: 3 clusters Score -3370176 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -3370266.000000 Penalty: 5015.835938
	Iteration 14Q: 3 clusters Score -3370266 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -3370302.000000 Penalty: 5015.835938
	Iteration 15Q: 3 clusters Score -3370302 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -3370323.500000 Penalty: 5015.835938
	Iteration 16Q: 3 clusters Score -3370324 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -3370336.250000 Penalty: 5015.835938
	Iteration 17Q: 3 clusters Score -3370336 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -3370344.250000 Penalty: 5015.835938
	Iteration 18Q: 3 clusters Score -3370344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -3370342.000000 Penalty: 5015.835938
	Iteration 19Q: 3 clusters Score -3370342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -3370341.500000 Penalty: 5015.835938
	Iteration 20F: 3 clusters Score -3370342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -3370343.500000 Penalty: 5015.835938
	Iteration 21Q: 3 clusters Score -3370344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -3370350.000000 Penalty: 5015.835938
	Iteration 22Q: 3 clusters Score -3370350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -3370355.000000 Penalty: 5015.835938
	Iteration 23Q: 3 clusters Score -3370355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -3370359.500000 Penalty: 5015.835938
	Iteration 24Q: 3 clusters Score -3370360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -3370360.250000 Penalty: 5015.835938
	Iteration 25Q: 3 clusters Score -3370360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -3370357.750000 Penalty: 5015.835938
	Iteration 26Q: 3 clusters Score -3370358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -3370358.500000 Penalty: 5015.835938
	Iteration 27Q: 3 clusters Score -3370358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -3370359.250000 Penalty: 5015.835938
	Iteration 28Q: 3 clusters Score -3370359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -3370359.250000 Penalty: 5015.835938
	Iteration 29Q: 3 clusters Score -3370359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -3370359.250000 Penalty: 5015.835938
	Iteration 30F: 3 clusters Score -3370359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Entering Unmasked Estep 
Score: -385609.312500 Penalty: 1979.130737
	Iteration 0F: 2 clusters Score -385609.3 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 1459 members 
Entering Unmasked Estep 
Score: -382414.750000 Penalty: 3958.261475
	Iteration 0F: 3 clusters Score -382414.8 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -383128.437500 Penalty: 3958.261475
	Iteration 1F: 3 clusters Score -383128.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -383348.687500 Penalty: 3958.261475
	Iteration 2F: 3 clusters Score -383348.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -383488.531250 Penalty: 3958.261475
	Iteration 3F: 3 clusters Score -383488.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -383600.562500 Penalty: 3958.261475
	Iteration 4Q: 3 clusters Score -383600.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -383689.375000 Penalty: 3958.261475
	Iteration 5Q: 3 clusters Score -383689.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -383774.656250 Penalty: 3958.261475
	Iteration 6Q: 3 clusters Score -383774.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -383828.562500 Penalty: 3958.261475
	Iteration 7Q: 3 clusters Score -383828.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -383874.437500 Penalty: 3958.261475
	Iteration 8Q: 3 clusters Score -383874.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -383911.250000 Penalty: 3958.261475
	Iteration 9Q: 3 clusters Score -383911.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -383954.031250 Penalty: 3958.261475
	Iteration 10Q: 3 clusters Score -383954 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -383991.906250 Penalty: 3958.261475
	Iteration 11Q: 3 clusters Score -383991.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -384022.687500 Penalty: 3958.261475
	Iteration 12Q: 3 clusters Score -384022.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -384056.718750 Penalty: 3958.261475
	Iteration 13Q: 3 clusters Score -384056.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -384093.531250 Penalty: 3958.261475
	Iteration 14Q: 3 clusters Score -384093.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -384120.343750 Penalty: 3958.261475
	Iteration 15Q: 3 clusters Score -384120.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -384132.218750 Penalty: 3958.261475
	Iteration 16Q: 3 clusters Score -384132.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -384145.500000 Penalty: 3958.261475
	Iteration 17Q: 3 clusters Score -384145.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -384158.531250 Penalty: 3958.261475
	Iteration 18Q: 3 clusters Score -384158.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -384166.875000 Penalty: 3958.261475
	Iteration 19Q: 3 clusters Score -384166.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -384177.843750 Penalty: 3958.261475
	Iteration 20F: 3 clusters Score -384177.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -384187.312500 Penalty: 3958.261475
	Iteration 21Q: 3 clusters Score -384187.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -384193.062500 Penalty: 3958.261475
	Iteration 22Q: 3 clusters Score -384193.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -384201.687500 Penalty: 3958.261475
	Iteration 23Q: 3 clusters Score -384201.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -384205.656250 Penalty: 3958.261475
	Iteration 24Q: 3 clusters Score -384205.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -384207.718750 Penalty: 3958.261475
	Iteration 25Q: 3 clusters Score -384207.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -384210.625000 Penalty: 3958.261475
	Iteration 26Q: 3 clusters Score -384210.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -384213.656250 Penalty: 3958.261475
	Iteration 27Q: 3 clusters Score -384213.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -384214.093750 Penalty: 3958.261475
	Iteration 28Q: 3 clusters Score -384214.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -384214.906250 Penalty: 3958.261475
	Iteration 29Q: 3 clusters Score -384214.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -384215.593750 Penalty: 3958.261475
	Iteration 30Q: 3 clusters Score -384215.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -384216.218750 Penalty: 3958.261475
	Iteration 31Q: 3 clusters Score -384216.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -384217.156250 Penalty: 3958.261475
	Iteration 32Q: 3 clusters Score -384217.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -384217.531250 Penalty: 3958.261475
	Iteration 33Q: 3 clusters Score -384217.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -384219.968750 Penalty: 3958.261475
	Iteration 34Q: 3 clusters Score -384220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -384224.093750 Penalty: 3958.261475
	Iteration 35Q: 3 clusters Score -384224.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -384223.187500 Penalty: 3958.261475
	Iteration 36Q: 3 clusters Score -384223.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -384225.375000 Penalty: 3958.261475
	Iteration 37Q: 3 clusters Score -384225.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -384225.843750 Penalty: 3958.261475
	Iteration 38Q: 3 clusters Score -384225.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -384226.843750 Penalty: 3958.261475
	Iteration 39Q: 3 clusters Score -384226.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -384227.125000 Penalty: 3958.261475
	Iteration 40F: 3 clusters Score -384227.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -384227.593750 Penalty: 3958.261475
	Iteration 41Q: 3 clusters Score -384227.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -384227.625000 Penalty: 3958.261475
	Iteration 42Q: 3 clusters Score -384227.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -384228.250000 Penalty: 3958.261475
	Iteration 43Q: 3 clusters Score -384228.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -384228.250000 Penalty: 3958.261475
	Iteration 44F: 3 clusters Score -384228.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (143389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143389 members 
Entering Unmasked Estep 
Score: -19848230.000000 Penalty: 2944.582520
	Iteration 0F: 2 clusters Score -1.984823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71750 members 
Mstep: Class 2 contains 71639 members 
Entering Unmasked Estep 
Score: -19754264.000000 Penalty: 5889.165039
	Iteration 0F: 3 clusters Score -1.975426e+07 nChanged 68452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73458 members 
Mstep: Class 2 contains 69931 members 
Entering Unmasked Estep 
Score: -19793862.000000 Penalty: 5889.165039
	Iteration 1F: 3 clusters Score -1.979386e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74737 members 
Mstep: Class 2 contains 68652 members 
Entering Unmasked Estep 
Score: -19794766.000000 Penalty: 5889.165039
	Iteration 2Q: 3 clusters Score -1.979477e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76672 members 
Mstep: Class 2 contains 66717 members 
Entering Unmasked Estep 
Score: -19795786.000000 Penalty: 5889.165039
	Iteration 3Q: 3 clusters Score -1.979579e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79587 members 
Mstep: Class 2 contains 63802 members 
Entering Unmasked Estep 
Score: -19797204.000000 Penalty: 5889.165039
	Iteration 4Q: 3 clusters Score -1.97972e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83915 members 
Mstep: Class 2 contains 59474 members 
Entering Unmasked Estep 
Score: -19799266.000000 Penalty: 5889.165039
	Iteration 5Q: 3 clusters Score -1.979927e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90067 members 
Mstep: Class 2 contains 53322 members 
Entering Unmasked Estep 
Score: -19802974.000000 Penalty: 5889.165039
	Iteration 6F: 3 clusters Score -1.980297e+07 nChanged 9253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98484 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -19808458.000000 Penalty: 5889.165039
	Iteration 7F: 3 clusters Score -1.980846e+07 nChanged 10831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108789 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -19816720.000000 Penalty: 5889.165039
	Iteration 8F: 3 clusters Score -1.981672e+07 nChanged 11215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119746 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -19826430.000000 Penalty: 5889.165039
	Iteration 9F: 3 clusters Score -1.982643e+07 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129473 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -19834874.000000 Penalty: 5889.165039
	Iteration 10F: 3 clusters Score -1.983487e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136056 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -19840360.000000 Penalty: 5889.165039
	Iteration 11Q: 3 clusters Score -1.984036e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139795 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -19843398.000000 Penalty: 5889.165039
	Iteration 12Q: 3 clusters Score -1.98434e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141497 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -19844684.000000 Penalty: 5889.165039
	Iteration 13Q: 3 clusters Score -1.984468e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142165 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -19845158.000000 Penalty: 5889.165039
	Iteration 14Q: 3 clusters Score -1.984516e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142455 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -19845458.000000 Penalty: 5889.165039
	Iteration 15Q: 3 clusters Score -1.984546e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142591 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -19845576.000000 Penalty: 5889.165039
	Iteration 16Q: 3 clusters Score -1.984558e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142652 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -19845652.000000 Penalty: 5889.165039
	Iteration 17Q: 3 clusters Score -1.984565e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142687 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -19845690.000000 Penalty: 5889.165039
	Iteration 18Q: 3 clusters Score -1.984569e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142726 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -19845732.000000 Penalty: 5889.165039
	Iteration 19Q: 3 clusters Score -1.984573e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142748 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -19845766.000000 Penalty: 5889.165039
	Iteration 20F: 3 clusters Score -1.984577e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142759 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -19845786.000000 Penalty: 5889.165039
	Iteration 21Q: 3 clusters Score -1.984579e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142765 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -19845798.000000 Penalty: 5889.165039
	Iteration 22Q: 3 clusters Score -1.98458e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142772 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -19845826.000000 Penalty: 5889.165039
	Iteration 23Q: 3 clusters Score -1.984583e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142788 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -19845836.000000 Penalty: 5889.165039
	Iteration 24Q: 3 clusters Score -1.984584e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142790 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -19845840.000000 Penalty: 5889.165039
	Iteration 25Q: 3 clusters Score -1.984584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142797 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -19845840.000000 Penalty: 5889.165039
	Iteration 26Q: 3 clusters Score -1.984584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142801 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -19845840.000000 Penalty: 5889.165039
	Iteration 27Q: 3 clusters Score -1.984584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142804 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -19845842.000000 Penalty: 5889.165039
	Iteration 28Q: 3 clusters Score -1.984584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142805 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -19845842.000000 Penalty: 5889.165039
	Iteration 29Q: 3 clusters Score -1.984584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142807 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -19845832.000000 Penalty: 5889.165039
	Iteration 30Q: 3 clusters Score -1.984583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142807 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -19845836.000000 Penalty: 5889.165039
	Iteration 31Q: 3 clusters Score -1.984584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142804 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -19845830.000000 Penalty: 5889.165039
	Iteration 32Q: 3 clusters Score -1.984583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142804 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -19845830.000000 Penalty: 5889.165039
	Iteration 33F: 3 clusters Score -1.984583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (155379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155379 members 
Entering Unmasked Estep 
Score: -21626386.000000 Penalty: 2964.498535
	Iteration 0F: 2 clusters Score -2.162639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77544 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -21529368.000000 Penalty: 5928.997070
	Iteration 0F: 3 clusters Score -2.152937e+07 nChanged 74134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76566 members 
Mstep: Class 2 contains 78813 members 
Entering Unmasked Estep 
Score: -21572736.000000 Penalty: 5928.997070
	Iteration 1F: 3 clusters Score -2.157274e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75861 members 
Mstep: Class 2 contains 79518 members 
Entering Unmasked Estep 
Score: -21574136.000000 Penalty: 5928.997070
	Iteration 2Q: 3 clusters Score -2.157414e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75071 members 
Mstep: Class 2 contains 80308 members 
Entering Unmasked Estep 
Score: -21575904.000000 Penalty: 5928.997070
	Iteration 3Q: 3 clusters Score -2.15759e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74197 members 
Mstep: Class 2 contains 81182 members 
Entering Unmasked Estep 
Score: -21578166.000000 Penalty: 5928.997070
	Iteration 4Q: 3 clusters Score -2.157817e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73253 members 
Mstep: Class 2 contains 82126 members 
Entering Unmasked Estep 
Score: -21581328.000000 Penalty: 5928.997070
	Iteration 5Q: 3 clusters Score -2.158133e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72517 members 
Mstep: Class 2 contains 82862 members 
Entering Unmasked Estep 
Score: -21585916.000000 Penalty: 5928.997070
	Iteration 6F: 3 clusters Score -2.158592e+07 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72117 members 
Mstep: Class 2 contains 83262 members 
Entering Unmasked Estep 
Score: -21592182.000000 Penalty: 5928.997070
	Iteration 7F: 3 clusters Score -2.159218e+07 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72338 members 
Mstep: Class 2 contains 83041 members 
Entering Unmasked Estep 
Score: -21599678.000000 Penalty: 5928.997070
	Iteration 8F: 3 clusters Score -2.159968e+07 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72912 members 
Mstep: Class 2 contains 82467 members 
Entering Unmasked Estep 
Score: -21605766.000000 Penalty: 5928.997070
	Iteration 9F: 3 clusters Score -2.160577e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73414 members 
Mstep: Class 2 contains 81965 members 
Entering Unmasked Estep 
Score: -21608852.000000 Penalty: 5928.997070
	Iteration 10Q: 3 clusters Score -2.160885e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73844 members 
Mstep: Class 2 contains 81535 members 
Entering Unmasked Estep 
Score: -21609962.000000 Penalty: 5928.997070
	Iteration 11Q: 3 clusters Score -2.160996e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74333 members 
Mstep: Class 2 contains 81046 members 
Entering Unmasked Estep 
Score: -21610474.000000 Penalty: 5928.997070
	Iteration 12Q: 3 clusters Score -2.161047e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74890 members 
Mstep: Class 2 contains 80489 members 
Entering Unmasked Estep 
Score: -21610878.000000 Penalty: 5928.997070
	Iteration 13Q: 3 clusters Score -2.161088e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75634 members 
Mstep: Class 2 contains 79745 members 
Entering Unmasked Estep 
Score: -21611234.000000 Penalty: 5928.997070
	Iteration 14Q: 3 clusters Score -2.161123e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76438 members 
Mstep: Class 2 contains 78941 members 
Entering Unmasked Estep 
Score: -21611634.000000 Penalty: 5928.997070
	Iteration 15Q: 3 clusters Score -2.161163e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77310 members 
Mstep: Class 2 contains 78069 members 
Entering Unmasked Estep 
Score: -21612212.000000 Penalty: 5928.997070
	Iteration 16Q: 3 clusters Score -2.161221e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78313 members 
Mstep: Class 2 contains 77066 members 
Entering Unmasked Estep 
Score: -21612876.000000 Penalty: 5928.997070
	Iteration 17Q: 3 clusters Score -2.161288e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79435 members 
Mstep: Class 2 contains 75944 members 
Entering Unmasked Estep 
Score: -21613506.000000 Penalty: 5928.997070
	Iteration 18Q: 3 clusters Score -2.161351e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80643 members 
Mstep: Class 2 contains 74736 members 
Entering Unmasked Estep 
Score: -21614058.000000 Penalty: 5928.997070
	Iteration 19Q: 3 clusters Score -2.161406e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81811 members 
Mstep: Class 2 contains 73568 members 
Entering Unmasked Estep 
Score: -21614706.000000 Penalty: 5928.997070
	Iteration 20F: 3 clusters Score -2.161471e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82916 members 
Mstep: Class 2 contains 72463 members 
Entering Unmasked Estep 
Score: -21615258.000000 Penalty: 5928.997070
	Iteration 21Q: 3 clusters Score -2.161526e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84013 members 
Mstep: Class 2 contains 71366 members 
Entering Unmasked Estep 
Score: -21615616.000000 Penalty: 5928.997070
	Iteration 22Q: 3 clusters Score -2.161562e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85068 members 
Mstep: Class 2 contains 70311 members 
Entering Unmasked Estep 
Score: -21615984.000000 Penalty: 5928.997070
	Iteration 23Q: 3 clusters Score -2.161598e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86163 members 
Mstep: Class 2 contains 69216 members 
Entering Unmasked Estep 
Score: -21616264.000000 Penalty: 5928.997070
	Iteration 24Q: 3 clusters Score -2.161626e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87267 members 
Mstep: Class 2 contains 68112 members 
Entering Unmasked Estep 
Score: -21616448.000000 Penalty: 5928.997070
	Iteration 25Q: 3 clusters Score -2.161645e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88391 members 
Mstep: Class 2 contains 66988 members 
Entering Unmasked Estep 
Score: -21616658.000000 Penalty: 5928.997070
	Iteration 26Q: 3 clusters Score -2.161666e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89442 members 
Mstep: Class 2 contains 65937 members 
Entering Unmasked Estep 
Score: -21616912.000000 Penalty: 5928.997070
	Iteration 27Q: 3 clusters Score -2.161691e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90511 members 
Mstep: Class 2 contains 64868 members 
Entering Unmasked Estep 
Score: -21617002.000000 Penalty: 5928.997070
	Iteration 28Q: 3 clusters Score -2.1617e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91573 members 
Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
Score: -21617104.000000 Penalty: 5928.997070
	Iteration 29Q: 3 clusters Score -2.16171e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 62724 members 
Entering Unmasked Estep 
Score: -21617348.000000 Penalty: 5928.997070
	Iteration 30Q: 3 clusters Score -2.161735e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93812 members 
Mstep: Class 2 contains 61567 members 
Entering Unmasked Estep 
Score: -21617430.000000 Penalty: 5928.997070
	Iteration 31Q: 3 clusters Score -2.161743e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95012 members 
Mstep: Class 2 contains 60367 members 
Entering Unmasked Estep 
Score: -21617640.000000 Penalty: 5928.997070
	Iteration 32Q: 3 clusters Score -2.161764e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96258 members 
Mstep: Class 2 contains 59121 members 
Entering Unmasked Estep 
Score: -21617838.000000 Penalty: 5928.997070
	Iteration 33Q: 3 clusters Score -2.161784e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97480 members 
Mstep: Class 2 contains 57899 members 
Entering Unmasked Estep 
Score: -21618028.000000 Penalty: 5928.997070
	Iteration 34Q: 3 clusters Score -2.161803e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98758 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -21618274.000000 Penalty: 5928.997070
	Iteration 35Q: 3 clusters Score -2.161827e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100077 members 
Mstep: Class 2 contains 55302 members 
Entering Unmasked Estep 
Score: -21618466.000000 Penalty: 5928.997070
	Iteration 36Q: 3 clusters Score -2.161847e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101528 members 
Mstep: Class 2 contains 53851 members 
Entering Unmasked Estep 
Score: -21618612.000000 Penalty: 5928.997070
	Iteration 37Q: 3 clusters Score -2.161861e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103142 members 
Mstep: Class 2 contains 52237 members 
Entering Unmasked Estep 
Score: -21618804.000000 Penalty: 5928.997070
	Iteration 38Q: 3 clusters Score -2.16188e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104908 members 
Mstep: Class 2 contains 50471 members 
Entering Unmasked Estep 
Score: -21618988.000000 Penalty: 5928.997070
	Iteration 39Q: 3 clusters Score -2.161899e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106820 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -21619284.000000 Penalty: 5928.997070
	Iteration 40F: 3 clusters Score -2.161928e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108849 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -21619634.000000 Penalty: 5928.997070
	Iteration 41Q: 3 clusters Score -2.161963e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111057 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -21619936.000000 Penalty: 5928.997070
	Iteration 42Q: 3 clusters Score -2.161994e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113370 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -21620180.000000 Penalty: 5928.997070
	Iteration 43Q: 3 clusters Score -2.162018e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115734 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -21620500.000000 Penalty: 5928.997070
	Iteration 44Q: 3 clusters Score -2.16205e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118136 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -21620996.000000 Penalty: 5928.997070
	Iteration 45Q: 3 clusters Score -2.1621e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120608 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -21621380.000000 Penalty: 5928.997070
	Iteration 46Q: 3 clusters Score -2.162138e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123078 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -21621600.000000 Penalty: 5928.997070
	Iteration 47Q: 3 clusters Score -2.16216e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125467 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -21621870.000000 Penalty: 5928.997070
	Iteration 48Q: 3 clusters Score -2.162187e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127810 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -21622062.000000 Penalty: 5928.997070
	Iteration 49Q: 3 clusters Score -2.162206e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129995 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -21622442.000000 Penalty: 5928.997070
	Iteration 50Q: 3 clusters Score -2.162244e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132063 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -21622526.000000 Penalty: 5928.997070
	Iteration 51Q: 3 clusters Score -2.162253e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133990 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -21622642.000000 Penalty: 5928.997070
	Iteration 52Q: 3 clusters Score -2.162264e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135792 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -21622744.000000 Penalty: 5928.997070
	Iteration 53Q: 3 clusters Score -2.162274e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137492 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -21622792.000000 Penalty: 5928.997070
	Iteration 54Q: 3 clusters Score -2.162279e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139145 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -21623102.000000 Penalty: 5928.997070
	Iteration 55Q: 3 clusters Score -2.16231e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140669 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -21623224.000000 Penalty: 5928.997070
	Iteration 56Q: 3 clusters Score -2.162322e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142035 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -21623374.000000 Penalty: 5928.997070
	Iteration 57Q: 3 clusters Score -2.162337e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143302 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -21623416.000000 Penalty: 5928.997070
	Iteration 58Q: 3 clusters Score -2.162342e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144376 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -21623516.000000 Penalty: 5928.997070
	Iteration 59Q: 3 clusters Score -2.162352e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145339 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -21623816.000000 Penalty: 5928.997070
	Iteration 60F: 3 clusters Score -2.162382e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146372 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -21623864.000000 Penalty: 5928.997070
	Iteration 61Q: 3 clusters Score -2.162386e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147295 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -21623994.000000 Penalty: 5928.997070
	Iteration 62Q: 3 clusters Score -2.162399e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148070 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -21624168.000000 Penalty: 5928.997070
	Iteration 63Q: 3 clusters Score -2.162417e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148735 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -21624308.000000 Penalty: 5928.997070
	Iteration 64Q: 3 clusters Score -2.162431e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149299 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -21624342.000000 Penalty: 5928.997070
	Iteration 65Q: 3 clusters Score -2.162434e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149753 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -21624370.000000 Penalty: 5928.997070
	Iteration 66Q: 3 clusters Score -2.162437e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150168 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -21624444.000000 Penalty: 5928.997070
	Iteration 67Q: 3 clusters Score -2.162444e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150521 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -21624544.000000 Penalty: 5928.997070
	Iteration 68Q: 3 clusters Score -2.162454e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150826 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -21624542.000000 Penalty: 5928.997070
	Iteration 69Q: 3 clusters Score -2.162454e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151100 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -21624524.000000 Penalty: 5928.997070
	Iteration 70Q: 3 clusters Score -2.162452e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151331 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -21624508.000000 Penalty: 5928.997070
	Iteration 71Q: 3 clusters Score -2.162451e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151523 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -21624584.000000 Penalty: 5928.997070
	Iteration 72Q: 3 clusters Score -2.162458e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151708 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -21624566.000000 Penalty: 5928.997070
	Iteration 73Q: 3 clusters Score -2.162457e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151880 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -21624512.000000 Penalty: 5928.997070
	Iteration 74Q: 3 clusters Score -2.162451e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152017 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -21624506.000000 Penalty: 5928.997070
	Iteration 75Q: 3 clusters Score -2.162451e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152142 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -21624506.000000 Penalty: 5928.997070
	Iteration 76Q: 3 clusters Score -2.162451e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152265 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -21624532.000000 Penalty: 5928.997070
	Iteration 77Q: 3 clusters Score -2.162453e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152376 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -21624490.000000 Penalty: 5928.997070
	Iteration 78Q: 3 clusters Score -2.162449e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152467 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -21624470.000000 Penalty: 5928.997070
	Iteration 79Q: 3 clusters Score -2.162447e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152556 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -21624494.000000 Penalty: 5928.997070
	Iteration 80F: 3 clusters Score -2.162449e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152641 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -21624498.000000 Penalty: 5928.997070
	Iteration 81Q: 3 clusters Score -2.16245e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152730 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -21624544.000000 Penalty: 5928.997070
	Iteration 82Q: 3 clusters Score -2.162454e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152806 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -21624512.000000 Penalty: 5928.997070
	Iteration 83Q: 3 clusters Score -2.162451e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152874 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -21624492.000000 Penalty: 5928.997070
	Iteration 84Q: 3 clusters Score -2.162449e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152945 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -21624506.000000 Penalty: 5928.997070
	Iteration 85Q: 3 clusters Score -2.162451e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153006 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -21624488.000000 Penalty: 5928.997070
	Iteration 86Q: 3 clusters Score -2.162449e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153063 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -21624492.000000 Penalty: 5928.997070
	Iteration 87Q: 3 clusters Score -2.162449e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153125 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -21624510.000000 Penalty: 5928.997070
	Iteration 88Q: 3 clusters Score -2.162451e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153172 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -21624524.000000 Penalty: 5928.997070
	Iteration 89Q: 3 clusters Score -2.162452e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153212 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -21624528.000000 Penalty: 5928.997070
	Iteration 90Q: 3 clusters Score -2.162453e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153239 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -21624526.000000 Penalty: 5928.997070
	Iteration 91Q: 3 clusters Score -2.162453e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153271 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -21624530.000000 Penalty: 5928.997070
	Iteration 92Q: 3 clusters Score -2.162453e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153307 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -21624522.000000 Penalty: 5928.997070
	Iteration 93Q: 3 clusters Score -2.162452e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153328 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -21624502.000000 Penalty: 5928.997070
	Iteration 94Q: 3 clusters Score -2.16245e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153344 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -21624498.000000 Penalty: 5928.997070
	Iteration 95Q: 3 clusters Score -2.16245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153357 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -21624486.000000 Penalty: 5928.997070
	Iteration 96Q: 3 clusters Score -2.162449e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153367 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -21624484.000000 Penalty: 5928.997070
	Iteration 97Q: 3 clusters Score -2.162448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153378 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -21624456.000000 Penalty: 5928.997070
	Iteration 98Q: 3 clusters Score -2.162446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153384 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -21624472.000000 Penalty: 5928.997070
	Iteration 99Q: 3 clusters Score -2.162447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153392 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -21624472.000000 Penalty: 5928.997070
	Iteration 100F: 3 clusters Score -2.162447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153396 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -21624480.000000 Penalty: 5928.997070
	Iteration 101Q: 3 clusters Score -2.162448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153402 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -21624472.000000 Penalty: 5928.997070
	Iteration 102Q: 3 clusters Score -2.162447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153408 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -21624462.000000 Penalty: 5928.997070
	Iteration 103Q: 3 clusters Score -2.162446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153413 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -21624468.000000 Penalty: 5928.997070
	Iteration 104Q: 3 clusters Score -2.162447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153418 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -21624464.000000 Penalty: 5928.997070
	Iteration 105Q: 3 clusters Score -2.162446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153424 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -21624464.000000 Penalty: 5928.997070
	Iteration 106Q: 3 clusters Score -2.162446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153425 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -21624458.000000 Penalty: 5928.997070
	Iteration 107Q: 3 clusters Score -2.162446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153426 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -21624456.000000 Penalty: 5928.997070
	Iteration 108Q: 3 clusters Score -2.162446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153427 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -21624456.000000 Penalty: 5928.997070
	Iteration 109Q: 3 clusters Score -2.162446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153429 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -21624462.000000 Penalty: 5928.997070
	Iteration 110Q: 3 clusters Score -2.162446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153433 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -21624450.000000 Penalty: 5928.997070
	Iteration 111Q: 3 clusters Score -2.162445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153435 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -21624448.000000 Penalty: 5928.997070
	Iteration 112Q: 3 clusters Score -2.162445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153438 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -21624454.000000 Penalty: 5928.997070
	Iteration 113Q: 3 clusters Score -2.162445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153441 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -21624444.000000 Penalty: 5928.997070
	Iteration 114Q: 3 clusters Score -2.162444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153442 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -21624450.000000 Penalty: 5928.997070
	Iteration 115Q: 3 clusters Score -2.162445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153442 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -21624450.000000 Penalty: 5928.997070
	Iteration 116F: 3 clusters Score -2.162445e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Entering Unmasked Estep 
Score: -4530126.000000 Penalty: 2575.101074
	Iteration 0F: 2 clusters Score -4530126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -4508207.000000 Penalty: 5150.202148
	Iteration 0F: 3 clusters Score -4508207 nChanged 14588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -4516036.500000 Penalty: 5150.202148
	Iteration 1F: 3 clusters Score -4516036 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -4516633.000000 Penalty: 5150.202148
	Iteration 2F: 3 clusters Score -4516633 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -4517266.500000 Penalty: 5150.202148
	Iteration 3Q: 3 clusters Score -4517266 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -4518035.500000 Penalty: 5150.202148
	Iteration 4F: 3 clusters Score -4518036 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -4519017.000000 Penalty: 5150.202148
	Iteration 5F: 3 clusters Score -4519017 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -4520349.500000 Penalty: 5150.202148
	Iteration 6F: 3 clusters Score -4520350 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -4521975.500000 Penalty: 5150.202148
	Iteration 7F: 3 clusters Score -4521976 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -4523665.500000 Penalty: 5150.202148
	Iteration 8F: 3 clusters Score -4523666 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -4525169.000000 Penalty: 5150.202148
	Iteration 9F: 3 clusters Score -4525169 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -4526215.500000 Penalty: 5150.202148
	Iteration 10Q: 3 clusters Score -4526216 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -4526842.000000 Penalty: 5150.202148
	Iteration 11Q: 3 clusters Score -4526842 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -4527195.500000 Penalty: 5150.202148
	Iteration 12Q: 3 clusters Score -4527196 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -4527394.500000 Penalty: 5150.202148
	Iteration 13Q: 3 clusters Score -4527394 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -4527516.500000 Penalty: 5150.202148
	Iteration 14Q: 3 clusters Score -4527516 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -4527606.000000 Penalty: 5150.202148
	Iteration 15Q: 3 clusters Score -4527606 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -4527692.500000 Penalty: 5150.202148
	Iteration 16Q: 3 clusters Score -4527692 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -4527732.500000 Penalty: 5150.202148
	Iteration 17Q: 3 clusters Score -4527732 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -4527762.500000 Penalty: 5150.202148
	Iteration 18Q: 3 clusters Score -4527762 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -4527783.500000 Penalty: 5150.202148
	Iteration 19Q: 3 clusters Score -4527784 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -4527804.500000 Penalty: 5150.202148
	Iteration 20F: 3 clusters Score -4527804 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -4527800.500000 Penalty: 5150.202148
	Iteration 21Q: 3 clusters Score -4527800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -4527811.500000 Penalty: 5150.202148
	Iteration 22Q: 3 clusters Score -4527812 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -4527827.500000 Penalty: 5150.202148
	Iteration 23Q: 3 clusters Score -4527828 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -4527851.500000 Penalty: 5150.202148
	Iteration 24Q: 3 clusters Score -4527852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -4527857.000000 Penalty: 5150.202148
	Iteration 25Q: 3 clusters Score -4527857 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -4527866.500000 Penalty: 5150.202148
	Iteration 26Q: 3 clusters Score -4527866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -4527876.500000 Penalty: 5150.202148
	Iteration 27Q: 3 clusters Score -4527876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -4527877.000000 Penalty: 5150.202148
	Iteration 28Q: 3 clusters Score -4527877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -4527884.000000 Penalty: 5150.202148
	Iteration 29Q: 3 clusters Score -4527884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -4527881.500000 Penalty: 5150.202148
	Iteration 30Q: 3 clusters Score -4527882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -4527888.500000 Penalty: 5150.202148
	Iteration 31Q: 3 clusters Score -4527888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -4527885.000000 Penalty: 5150.202148
	Iteration 32Q: 3 clusters Score -4527885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -4527893.000000 Penalty: 5150.202148
	Iteration 33Q: 3 clusters Score -4527893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -4527898.000000 Penalty: 5150.202148
	Iteration 34Q: 3 clusters Score -4527898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -4527906.000000 Penalty: 5150.202148
	Iteration 35Q: 3 clusters Score -4527906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -4527907.000000 Penalty: 5150.202148
	Iteration 36Q: 3 clusters Score -4527907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -4527915.000000 Penalty: 5150.202148
	Iteration 37Q: 3 clusters Score -4527915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -4527912.000000 Penalty: 5150.202148
	Iteration 38Q: 3 clusters Score -4527912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -4527910.500000 Penalty: 5150.202148
	Iteration 39Q: 3 clusters Score -4527910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -4527912.000000 Penalty: 5150.202148
	Iteration 40F: 3 clusters Score -4527912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -4527915.500000 Penalty: 5150.202148
	Iteration 41Q: 3 clusters Score -4527916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -4527917.000000 Penalty: 5150.202148
	Iteration 42Q: 3 clusters Score -4527917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -4527917.500000 Penalty: 5150.202148
	Iteration 43Q: 3 clusters Score -4527918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -4527918.500000 Penalty: 5150.202148
	Iteration 44Q: 3 clusters Score -4527918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -4527920.500000 Penalty: 5150.202148
	Iteration 45Q: 3 clusters Score -4527920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -4527919.500000 Penalty: 5150.202148
	Iteration 46Q: 3 clusters Score -4527920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -4527920.500000 Penalty: 5150.202148
	Iteration 47Q: 3 clusters Score -4527920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -4527920.000000 Penalty: 5150.202148
	Iteration 48Q: 3 clusters Score -4527920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -4527929.000000 Penalty: 5150.202148
	Iteration 49Q: 3 clusters Score -4527929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -4527925.000000 Penalty: 5150.202148
	Iteration 50Q: 3 clusters Score -4527925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -4527923.000000 Penalty: 5150.202148
	Iteration 51Q: 3 clusters Score -4527923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -4527923.000000 Penalty: 5150.202148
	Iteration 52F: 3 clusters Score -4527923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -140085.343750 Penalty: 1731.519775
	Iteration 0F: 2 clusters Score -140085.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -138133.359375 Penalty: 3463.039551
	Iteration 0F: 3 clusters Score -138133.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -138442.062500 Penalty: 3463.039551
	Iteration 1F: 3 clusters Score -138442.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -138565.671875 Penalty: 3463.039551
	Iteration 2F: 3 clusters Score -138565.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -138624.906250 Penalty: 3463.039551
	Iteration 3Q: 3 clusters Score -138624.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -138688.578125 Penalty: 3463.039551
	Iteration 4Q: 3 clusters Score -138688.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -138776.625000 Penalty: 3463.039551
	Iteration 5Q: 3 clusters Score -138776.6 nChanged 46
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: -138951.000000 Penalty: 3463.039551
	Iteration 6Q: 3 clusters Score -138951 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -139131.296875 Penalty: 3463.039551
	Iteration 7Q: 3 clusters Score -139131.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -139245.234375 Penalty: 3463.039551
	Iteration 8Q: 3 clusters Score -139245.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -139337.593750 Penalty: 3463.039551
	Iteration 9Q: 3 clusters Score -139337.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -139427.906250 Penalty: 3463.039551
	Iteration 10Q: 3 clusters Score -139427.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -139495.828125 Penalty: 3463.039551
	Iteration 11Q: 3 clusters Score -139495.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -139603.562500 Penalty: 3463.039551
	Iteration 12Q: 3 clusters Score -139603.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -139737.984375 Penalty: 3463.039551
	Iteration 13Q: 3 clusters Score -139738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -139975.953125 Penalty: 3463.039551
	Iteration 14Q: 3 clusters Score -139976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -140290.937500 Penalty: 3463.039551
	Iteration 15Q: 3 clusters Score -140290.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -140594.859375 Penalty: 3463.039551
	Iteration 16Q: 3 clusters Score -140594.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -140673.625000 Penalty: 3463.039551
	Iteration 17Q: 3 clusters Score -140673.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -140673.625000 Penalty: 3463.039551
	Iteration 18F: 3 clusters Score -140673.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23545 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49853 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200361 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11114 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143389 members 
Mstep: Class 19 contains 155379 members 
Mstep: Class 20 contains 32321 members 
Mstep: Class 21 contains 528 members 
Mstep: Class 22 contains 38506 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48199 members 
Mstep: Class 25 contains 68442 members 
Mstep: Class 26 contains 43162 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48154 members 
Mstep: Class 30 contains 296 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
Score: -142953072.000000 Penalty: 106614.398438
Splitting cluster 21 changes total score from -142954288.000000 to -142953072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -5408604.000000 Penalty: 2618.525146
	Iteration 0F: 2 clusters Score -5408604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -5382438.500000 Penalty: 5237.050293
	Iteration 0F: 3 clusters Score -5382438 nChanged 17532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -5392303.500000 Penalty: 5237.050293
	Iteration 1F: 3 clusters Score -5392304 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -5393062.500000 Penalty: 5237.050293
	Iteration 2F: 3 clusters Score -5393062 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -5393817.500000 Penalty: 5237.050293
	Iteration 3F: 3 clusters Score -5393818 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -5394704.000000 Penalty: 5237.050293
	Iteration 4F: 3 clusters Score -5394704 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -5395819.500000 Penalty: 5237.050293
	Iteration 5F: 3 clusters Score -5395820 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -5397323.000000 Penalty: 5237.050293
	Iteration 6F: 3 clusters Score -5397323 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -5399259.500000 Penalty: 5237.050293
	Iteration 7F: 3 clusters Score -5399260 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -5401447.500000 Penalty: 5237.050293
	Iteration 8F: 3 clusters Score -5401448 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -5403323.500000 Penalty: 5237.050293
	Iteration 9F: 3 clusters Score -5403324 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -5404611.000000 Penalty: 5237.050293
	Iteration 10Q: 3 clusters Score -5404611 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -5405364.000000 Penalty: 5237.050293
	Iteration 11Q: 3 clusters Score -5405364 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -5405865.000000 Penalty: 5237.050293
	Iteration 12Q: 3 clusters Score -5405865 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -5406218.500000 Penalty: 5237.050293
	Iteration 13Q: 3 clusters Score -5406218 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -5406471.000000 Penalty: 5237.050293
	Iteration 14Q: 3 clusters Score -5406471 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -5406678.000000 Penalty: 5237.050293
	Iteration 15Q: 3 clusters Score -5406678 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -5406859.500000 Penalty: 5237.050293
	Iteration 16Q: 3 clusters Score -5406860 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -5407051.000000 Penalty: 5237.050293
	Iteration 17Q: 3 clusters Score -5407051 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5407214.500000 Penalty: 5237.050293
	Iteration 18Q: 3 clusters Score -5407214 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -5407335.500000 Penalty: 5237.050293
	Iteration 19Q: 3 clusters Score -5407336 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -5407416.000000 Penalty: 5237.050293
	Iteration 20F: 3 clusters Score -5407416 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -5407484.000000 Penalty: 5237.050293
	Iteration 21Q: 3 clusters Score -5407484 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5407560.000000 Penalty: 5237.050293
	Iteration 22Q: 3 clusters Score -5407560 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5407588.500000 Penalty: 5237.050293
	Iteration 23Q: 3 clusters Score -5407588 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -5407614.000000 Penalty: 5237.050293
	Iteration 24Q: 3 clusters Score -5407614 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5407633.500000 Penalty: 5237.050293
	Iteration 25Q: 3 clusters Score -5407634 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5407661.000000 Penalty: 5237.050293
	Iteration 26Q: 3 clusters Score -5407661 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -5407688.000000 Penalty: 5237.050293
	Iteration 27Q: 3 clusters Score -5407688 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5407709.500000 Penalty: 5237.050293
	Iteration 28Q: 3 clusters Score -5407710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5407737.500000 Penalty: 5237.050293
	Iteration 29Q: 3 clusters Score -5407738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5407742.500000 Penalty: 5237.050293
	Iteration 30Q: 3 clusters Score -5407742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5407751.500000 Penalty: 5237.050293
	Iteration 31Q: 3 clusters Score -5407752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5407759.500000 Penalty: 5237.050293
	Iteration 32Q: 3 clusters Score -5407760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5407759.500000 Penalty: 5237.050293
	Iteration 33Q: 3 clusters Score -5407760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5407752.000000 Penalty: 5237.050293
	Iteration 34Q: 3 clusters Score -5407752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5407760.000000 Penalty: 5237.050293
	Iteration 35Q: 3 clusters Score -5407760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5407761.000000 Penalty: 5237.050293
	Iteration 36Q: 3 clusters Score -5407761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5407764.500000 Penalty: 5237.050293
	Iteration 37Q: 3 clusters Score -5407764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5407767.000000 Penalty: 5237.050293
	Iteration 38Q: 3 clusters Score -5407767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5407771.000000 Penalty: 5237.050293
	Iteration 39Q: 3 clusters Score -5407771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5407770.500000 Penalty: 5237.050293
	Iteration 40F: 3 clusters Score -5407770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Entering Unmasked Estep 
Score: -2452121.000000 Penalty: 2430.045654
	Iteration 0F: 2 clusters Score -2452121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2439452.500000 Penalty: 4860.091309
	Iteration 0F: 3 clusters Score -2439452 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2443987.250000 Penalty: 4860.091309
	Iteration 1F: 3 clusters Score -2443987 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2444623.750000 Penalty: 4860.091309
	Iteration 2F: 3 clusters Score -2444624 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2445306.750000 Penalty: 4860.091309
	Iteration 3F: 3 clusters Score -2445307 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2445993.750000 Penalty: 4860.091309
	Iteration 4F: 3 clusters Score -2445994 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2446660.250000 Penalty: 4860.091309
	Iteration 5F: 3 clusters Score -2446660 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2447415.000000 Penalty: 4860.091309
	Iteration 6F: 3 clusters Score -2447415 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2448143.500000 Penalty: 4860.091309
	Iteration 7F: 3 clusters Score -2448144 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2448852.500000 Penalty: 4860.091309
	Iteration 8Q: 3 clusters Score -2448852 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2449339.250000 Penalty: 4860.091309
	Iteration 9Q: 3 clusters Score -2449339 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2449661.250000 Penalty: 4860.091309
	Iteration 10Q: 3 clusters Score -2449661 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2449873.500000 Penalty: 4860.091309
	Iteration 11Q: 3 clusters Score -2449874 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2450044.000000 Penalty: 4860.091309
	Iteration 12Q: 3 clusters Score -2450044 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2450139.250000 Penalty: 4860.091309
	Iteration 13Q: 3 clusters Score -2450139 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2450192.750000 Penalty: 4860.091309
	Iteration 14Q: 3 clusters Score -2450193 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2450243.500000 Penalty: 4860.091309
	Iteration 15Q: 3 clusters Score -2450244 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2450283.000000 Penalty: 4860.091309
	Iteration 16Q: 3 clusters Score -2450283 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2450317.750000 Penalty: 4860.091309
	Iteration 17Q: 3 clusters Score -2450318 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2450353.000000 Penalty: 4860.091309
	Iteration 18Q: 3 clusters Score -2450353 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2450377.500000 Penalty: 4860.091309
	Iteration 19Q: 3 clusters Score -2450378 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2450392.250000 Penalty: 4860.091309
	Iteration 20F: 3 clusters Score -2450392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2450398.750000 Penalty: 4860.091309
	Iteration 21Q: 3 clusters Score -2450399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2450410.250000 Penalty: 4860.091309
	Iteration 22Q: 3 clusters Score -2450410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2450421.750000 Penalty: 4860.091309
	Iteration 23Q: 3 clusters Score -2450422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2450426.500000 Penalty: 4860.091309
	Iteration 24Q: 3 clusters Score -2450426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2450437.750000 Penalty: 4860.091309
	Iteration 25Q: 3 clusters Score -2450438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2450440.250000 Penalty: 4860.091309
	Iteration 26Q: 3 clusters Score -2450440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2450439.000000 Penalty: 4860.091309
	Iteration 27Q: 3 clusters Score -2450439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2450443.250000 Penalty: 4860.091309
	Iteration 28Q: 3 clusters Score -2450443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2450442.500000 Penalty: 4860.091309
	Iteration 29Q: 3 clusters Score -2450442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2450441.250000 Penalty: 4860.091309
	Iteration 30Q: 3 clusters Score -2450441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2450446.500000 Penalty: 4860.091309
	Iteration 31Q: 3 clusters Score -2450446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2450448.750000 Penalty: 4860.091309
	Iteration 32Q: 3 clusters Score -2450449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2450452.250000 Penalty: 4860.091309
	Iteration 33Q: 3 clusters Score -2450452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2450453.500000 Penalty: 4860.091309
	Iteration 34Q: 3 clusters Score -2450454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2450453.500000 Penalty: 4860.091309
	Iteration 35Q: 3 clusters Score -2450454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2450453.250000 Penalty: 4860.091309
	Iteration 36Q: 3 clusters Score -2450453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2450456.750000 Penalty: 4860.091309
	Iteration 37Q: 3 clusters Score -2450457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2450459.000000 Penalty: 4860.091309
	Iteration 38Q: 3 clusters Score -2450459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2450458.250000 Penalty: 4860.091309
	Iteration 39Q: 3 clusters Score -2450458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2450457.500000 Penalty: 4860.091309
	Iteration 40F: 3 clusters Score -2450458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2450459.500000 Penalty: 4860.091309
	Iteration 41Q: 3 clusters Score -2450460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2450460.250000 Penalty: 4860.091309
	Iteration 42Q: 3 clusters Score -2450460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2450463.500000 Penalty: 4860.091309
	Iteration 43Q: 3 clusters Score -2450464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2450461.500000 Penalty: 4860.091309
	Iteration 44Q: 3 clusters Score -2450462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2450459.750000 Penalty: 4860.091309
	Iteration 45Q: 3 clusters Score -2450460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2450464.750000 Penalty: 4860.091309
	Iteration 46Q: 3 clusters Score -2450465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2450461.500000 Penalty: 4860.091309
	Iteration 47Q: 3 clusters Score -2450462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2450459.750000 Penalty: 4860.091309
	Iteration 48Q: 3 clusters Score -2450460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2450459.750000 Penalty: 4860.091309
	Iteration 49Q: 3 clusters Score -2450460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2450461.000000 Penalty: 4860.091309
	Iteration 50Q: 3 clusters Score -2450461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2450461.000000 Penalty: 4860.091309
	Iteration 51F: 3 clusters Score -2450461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Entering Unmasked Estep 
Score: -6726460.500000 Penalty: 2674.207275
	Iteration 0F: 2 clusters Score -6726460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -6693917.000000 Penalty: 5348.414551
	Iteration 0F: 3 clusters Score -6693917 nChanged 22114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -6706278.000000 Penalty: 5348.414551
	Iteration 1F: 3 clusters Score -6706278 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -6706955.500000 Penalty: 5348.414551
	Iteration 2Q: 3 clusters Score -6706956 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -6707629.500000 Penalty: 5348.414551
	Iteration 3Q: 3 clusters Score -6707630 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -6708296.500000 Penalty: 5348.414551
	Iteration 4Q: 3 clusters Score -6708296 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -6709050.000000 Penalty: 5348.414551
	Iteration 5Q: 3 clusters Score -6709050 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -6710098.000000 Penalty: 5348.414551
	Iteration 6Q: 3 clusters Score -6710098 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -6711453.000000 Penalty: 5348.414551
	Iteration 7F: 3 clusters Score -6711453 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -6713217.500000 Penalty: 5348.414551
	Iteration 8F: 3 clusters Score -6713218 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -6715365.500000 Penalty: 5348.414551
	Iteration 9F: 3 clusters Score -6715366 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -6717658.000000 Penalty: 5348.414551
	Iteration 10F: 3 clusters Score -6717658 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -6719519.000000 Penalty: 5348.414551
	Iteration 11Q: 3 clusters Score -6719519 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -6720940.500000 Penalty: 5348.414551
	Iteration 12Q: 3 clusters Score -6720940 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -6721961.000000 Penalty: 5348.414551
	Iteration 13Q: 3 clusters Score -6721961 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -6722621.500000 Penalty: 5348.414551
	Iteration 14Q: 3 clusters Score -6722622 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6723058.500000 Penalty: 5348.414551
	Iteration 15Q: 3 clusters Score -6723058 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -6723347.500000 Penalty: 5348.414551
	Iteration 16Q: 3 clusters Score -6723348 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6723564.500000 Penalty: 5348.414551
	Iteration 17Q: 3 clusters Score -6723564 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6723696.500000 Penalty: 5348.414551
	Iteration 18Q: 3 clusters Score -6723696 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6723830.000000 Penalty: 5348.414551
	Iteration 19Q: 3 clusters Score -6723830 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -6723928.500000 Penalty: 5348.414551
	Iteration 20F: 3 clusters Score -6723928 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6724000.500000 Penalty: 5348.414551
	Iteration 21Q: 3 clusters Score -6724000 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6724057.000000 Penalty: 5348.414551
	Iteration 22Q: 3 clusters Score -6724057 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6724086.000000 Penalty: 5348.414551
	Iteration 23Q: 3 clusters Score -6724086 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6724113.000000 Penalty: 5348.414551
	Iteration 24Q: 3 clusters Score -6724113 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6724135.000000 Penalty: 5348.414551
	Iteration 25Q: 3 clusters Score -6724135 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -6724155.000000 Penalty: 5348.414551
	Iteration 26Q: 3 clusters Score -6724155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6724166.000000 Penalty: 5348.414551
	Iteration 27Q: 3 clusters Score -6724166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6724169.000000 Penalty: 5348.414551
	Iteration 28Q: 3 clusters Score -6724169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6724174.500000 Penalty: 5348.414551
	Iteration 29Q: 3 clusters Score -6724174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6724191.500000 Penalty: 5348.414551
	Iteration 30Q: 3 clusters Score -6724192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47380 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6724193.500000 Penalty: 5348.414551
	Iteration 31Q: 3 clusters Score -6724194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6724204.500000 Penalty: 5348.414551
	Iteration 32Q: 3 clusters Score -6724204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6724214.000000 Penalty: 5348.414551
	Iteration 33Q: 3 clusters Score -6724214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6724220.000000 Penalty: 5348.414551
	Iteration 34Q: 3 clusters Score -6724220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6724219.500000 Penalty: 5348.414551
	Iteration 35Q: 3 clusters Score -6724220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6724225.000000 Penalty: 5348.414551
	Iteration 36Q: 3 clusters Score -6724225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6724220.000000 Penalty: 5348.414551
	Iteration 37Q: 3 clusters Score -6724220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6724225.500000 Penalty: 5348.414551
	Iteration 38Q: 3 clusters Score -6724226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6724229.000000 Penalty: 5348.414551
	Iteration 39Q: 3 clusters Score -6724229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6724233.500000 Penalty: 5348.414551
	Iteration 40F: 3 clusters Score -6724234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6724227.000000 Penalty: 5348.414551
	Iteration 41Q: 3 clusters Score -6724227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -6724235.000000 Penalty: 5348.414551
	Iteration 42Q: 3 clusters Score -6724235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -6724244.000000 Penalty: 5348.414551
	Iteration 43Q: 3 clusters Score -6724244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6724238.000000 Penalty: 5348.414551
	Iteration 44Q: 3 clusters Score -6724238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6724240.000000 Penalty: 5348.414551
	Iteration 45Q: 3 clusters Score -6724240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6724247.500000 Penalty: 5348.414551
	Iteration 46Q: 3 clusters Score -6724248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6724251.500000 Penalty: 5348.414551
	Iteration 47Q: 3 clusters Score -6724252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6724248.500000 Penalty: 5348.414551
	Iteration 48Q: 3 clusters Score -6724248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6724264.500000 Penalty: 5348.414551
	Iteration 49Q: 3 clusters Score -6724264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6724265.000000 Penalty: 5348.414551
	Iteration 50Q: 3 clusters Score -6724265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6724265.500000 Penalty: 5348.414551
	Iteration 51Q: 3 clusters Score -6724266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6724262.500000 Penalty: 5348.414551
	Iteration 52Q: 3 clusters Score -6724262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6724262.500000 Penalty: 5348.414551
	Iteration 53F: 3 clusters Score -6724262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (68442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68442 members 
Entering Unmasked Estep 
Score: -9574052.000000 Penalty: 2761.168213
	Iteration 0F: 2 clusters Score -9574052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -9528174.000000 Penalty: 5522.336426
	Iteration 0F: 3 clusters Score -9528174 nChanged 31908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -9546054.000000 Penalty: 5522.336426
	Iteration 1F: 3 clusters Score -9546054 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -9546580.000000 Penalty: 5522.336426
	Iteration 2Q: 3 clusters Score -9546580 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -9547096.000000 Penalty: 5522.336426
	Iteration 3Q: 3 clusters Score -9547096 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -9547643.000000 Penalty: 5522.336426
	Iteration 4Q: 3 clusters Score -9547643 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -9548283.000000 Penalty: 5522.336426
	Iteration 5Q: 3 clusters Score -9548283 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -9549299.000000 Penalty: 5522.336426
	Iteration 6Q: 3 clusters Score -9549299 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -9550857.000000 Penalty: 5522.336426
	Iteration 7Q: 3 clusters Score -9550857 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -9553228.000000 Penalty: 5522.336426
	Iteration 8F: 3 clusters Score -9553228 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -9556467.000000 Penalty: 5522.336426
	Iteration 9F: 3 clusters Score -9556467 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55727 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -9560491.000000 Penalty: 5522.336426
	Iteration 10F: 3 clusters Score -9560491 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60212 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -9564617.000000 Penalty: 5522.336426
	Iteration 11F: 3 clusters Score -9564617 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63646 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -9567676.000000 Penalty: 5522.336426
	Iteration 12F: 3 clusters Score -9567676 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65821 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -9569570.000000 Penalty: 5522.336426
	Iteration 13Q: 3 clusters Score -9569570 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67015 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -9570621.000000 Penalty: 5522.336426
	Iteration 14Q: 3 clusters Score -9570621 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67591 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9571112.000000 Penalty: 5522.336426
	Iteration 15Q: 3 clusters Score -9571112 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67826 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -9571330.000000 Penalty: 5522.336426
	Iteration 16Q: 3 clusters Score -9571330 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67934 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9571465.000000 Penalty: 5522.336426
	Iteration 17Q: 3 clusters Score -9571465 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67989 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9571513.000000 Penalty: 5522.336426
	Iteration 18Q: 3 clusters Score -9571513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68012 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9571536.000000 Penalty: 5522.336426
	Iteration 19Q: 3 clusters Score -9571536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68035 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9571559.000000 Penalty: 5522.336426
	Iteration 20F: 3 clusters Score -9571559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68053 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9571577.000000 Penalty: 5522.336426
	Iteration 21Q: 3 clusters Score -9571577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68066 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9571604.000000 Penalty: 5522.336426
	Iteration 22Q: 3 clusters Score -9571604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68079 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9571617.000000 Penalty: 5522.336426
	Iteration 23Q: 3 clusters Score -9571617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9571642.000000 Penalty: 5522.336426
	Iteration 24Q: 3 clusters Score -9571642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68102 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9571661.000000 Penalty: 5522.336426
	Iteration 25Q: 3 clusters Score -9571661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68107 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9571664.000000 Penalty: 5522.336426
	Iteration 26Q: 3 clusters Score -9571664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68108 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9571678.000000 Penalty: 5522.336426
	Iteration 27Q: 3 clusters Score -9571678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68105 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9571679.000000 Penalty: 5522.336426
	Iteration 28Q: 3 clusters Score -9571679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68102 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9571691.000000 Penalty: 5522.336426
	Iteration 29Q: 3 clusters Score -9571691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68105 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9571691.000000 Penalty: 5522.336426
	Iteration 30Q: 3 clusters Score -9571691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68108 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9571693.000000 Penalty: 5522.336426
	Iteration 31Q: 3 clusters Score -9571693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68108 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9571693.000000 Penalty: 5522.336426
	Iteration 32F: 3 clusters Score -9571693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (43162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Entering Unmasked Estep 
Score: -5845922.000000 Penalty: 2646.833496
	Iteration 0F: 2 clusters Score -5845922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -5816941.000000 Penalty: 5293.666992
	Iteration 0F: 3 clusters Score -5816941 nChanged 19823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -5827804.000000 Penalty: 5293.666992
	Iteration 1F: 3 clusters Score -5827804 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -5828349.500000 Penalty: 5293.666992
	Iteration 2Q: 3 clusters Score -5828350 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -5828996.500000 Penalty: 5293.666992
	Iteration 3Q: 3 clusters Score -5828996 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -5829635.000000 Penalty: 5293.666992
	Iteration 4Q: 3 clusters Score -5829635 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -5830425.000000 Penalty: 5293.666992
	Iteration 5Q: 3 clusters Score -5830425 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -5831344.500000 Penalty: 5293.666992
	Iteration 6Q: 3 clusters Score -5831344 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -5832290.500000 Penalty: 5293.666992
	Iteration 7Q: 3 clusters Score -5832290 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -5833251.500000 Penalty: 5293.666992
	Iteration 8F: 3 clusters Score -5833252 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -5834156.000000 Penalty: 5293.666992
	Iteration 9Q: 3 clusters Score -5834156 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -5834926.500000 Penalty: 5293.666992
	Iteration 10Q: 3 clusters Score -5834926 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -5835468.500000 Penalty: 5293.666992
	Iteration 11Q: 3 clusters Score -5835468 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -5835857.000000 Penalty: 5293.666992
	Iteration 12Q: 3 clusters Score -5835857 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -5836073.500000 Penalty: 5293.666992
	Iteration 13Q: 3 clusters Score -5836074 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -5836301.000000 Penalty: 5293.666992
	Iteration 14Q: 3 clusters Score -5836301 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -5836414.000000 Penalty: 5293.666992
	Iteration 15Q: 3 clusters Score -5836414 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -5836509.000000 Penalty: 5293.666992
	Iteration 16Q: 3 clusters Score -5836509 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -5836617.000000 Penalty: 5293.666992
	Iteration 17Q: 3 clusters Score -5836617 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -5836720.500000 Penalty: 5293.666992
	Iteration 18Q: 3 clusters Score -5836720 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -5836794.000000 Penalty: 5293.666992
	Iteration 19Q: 3 clusters Score -5836794 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -5836858.000000 Penalty: 5293.666992
	Iteration 20F: 3 clusters Score -5836858 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -5836968.000000 Penalty: 5293.666992
	Iteration 21Q: 3 clusters Score -5836968 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -5837118.000000 Penalty: 5293.666992
	Iteration 22Q: 3 clusters Score -5837118 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -5837211.000000 Penalty: 5293.666992
	Iteration 23Q: 3 clusters Score -5837211 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -5837343.000000 Penalty: 5293.666992
	Iteration 24Q: 3 clusters Score -5837343 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -5837481.500000 Penalty: 5293.666992
	Iteration 25Q: 3 clusters Score -5837482 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -5837698.500000 Penalty: 5293.666992
	Iteration 26Q: 3 clusters Score -5837698 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -5838028.000000 Penalty: 5293.666992
	Iteration 27Q: 3 clusters Score -5838028 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -5838431.500000 Penalty: 5293.666992
	Iteration 28Q: 3 clusters Score -5838432 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -5838889.000000 Penalty: 5293.666992
	Iteration 29Q: 3 clusters Score -5838889 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -5839499.500000 Penalty: 5293.666992
	Iteration 30Q: 3 clusters Score -5839500 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -5840357.000000 Penalty: 5293.666992
	Iteration 31Q: 3 clusters Score -5840357 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -5841407.500000 Penalty: 5293.666992
	Iteration 32Q: 3 clusters Score -5841408 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -5842343.500000 Penalty: 5293.666992
	Iteration 33Q: 3 clusters Score -5842344 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -5842916.500000 Penalty: 5293.666992
	Iteration 34Q: 3 clusters Score -5842916 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -5843229.500000 Penalty: 5293.666992
	Iteration 35Q: 3 clusters Score -5843230 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -5843378.000000 Penalty: 5293.666992
	Iteration 36Q: 3 clusters Score -5843378 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -5843486.000000 Penalty: 5293.666992
	Iteration 37Q: 3 clusters Score -5843486 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -5843546.000000 Penalty: 5293.666992
	Iteration 38Q: 3 clusters Score -5843546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -5843579.000000 Penalty: 5293.666992
	Iteration 39Q: 3 clusters Score -5843579 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -5843631.000000 Penalty: 5293.666992
	Iteration 40F: 3 clusters Score -5843631 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -5843683.000000 Penalty: 5293.666992
	Iteration 41Q: 3 clusters Score -5843683 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -5843708.000000 Penalty: 5293.666992
	Iteration 42Q: 3 clusters Score -5843708 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -5843756.000000 Penalty: 5293.666992
	Iteration 43Q: 3 clusters Score -5843756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -5843770.500000 Penalty: 5293.666992
	Iteration 44Q: 3 clusters Score -5843770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -5843783.000000 Penalty: 5293.666992
	Iteration 45Q: 3 clusters Score -5843783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -5843795.000000 Penalty: 5293.666992
	Iteration 46Q: 3 clusters Score -5843795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -5843807.000000 Penalty: 5293.666992
	Iteration 47Q: 3 clusters Score -5843807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -5843801.500000 Penalty: 5293.666992
	Iteration 48Q: 3 clusters Score -5843802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -5843806.500000 Penalty: 5293.666992
	Iteration 49Q: 3 clusters Score -5843806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -5843828.500000 Penalty: 5293.666992
	Iteration 50Q: 3 clusters Score -5843828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -5843832.000000 Penalty: 5293.666992
	Iteration 51Q: 3 clusters Score -5843832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -5843848.000000 Penalty: 5293.666992
	Iteration 52Q: 3 clusters Score -5843848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -5843856.000000 Penalty: 5293.666992
	Iteration 53Q: 3 clusters Score -5843856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -5843878.000000 Penalty: 5293.666992
	Iteration 54Q: 3 clusters Score -5843878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -5843879.500000 Penalty: 5293.666992
	Iteration 55Q: 3 clusters Score -5843880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -5843880.000000 Penalty: 5293.666992
	Iteration 56Q: 3 clusters Score -5843880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -5843878.500000 Penalty: 5293.666992
	Iteration 57Q: 3 clusters Score -5843878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -5843887.000000 Penalty: 5293.666992
	Iteration 58Q: 3 clusters Score -5843887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -5843888.000000 Penalty: 5293.666992
	Iteration 59Q: 3 clusters Score -5843888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -5843890.500000 Penalty: 5293.666992
	Iteration 60F: 3 clusters Score -5843890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -5843893.500000 Penalty: 5293.666992
	Iteration 61Q: 3 clusters Score -5843894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -5843895.500000 Penalty: 5293.666992
	Iteration 62Q: 3 clusters Score -5843896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -5843899.500000 Penalty: 5293.666992
	Iteration 63Q: 3 clusters Score -5843900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -5843896.000000 Penalty: 5293.666992
	Iteration 64Q: 3 clusters Score -5843896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -5843905.000000 Penalty: 5293.666992
	Iteration 65Q: 3 clusters Score -5843905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -5843901.500000 Penalty: 5293.666992
	Iteration 66Q: 3 clusters Score -5843902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -5843901.500000 Penalty: 5293.666992
	Iteration 67F: 3 clusters Score -5843902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -93443.453125 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -93443.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -91806.828125 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -91806.83 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -92169.781250 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -92169.78 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -92259.781250 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -92259.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -92317.804688 Penalty: 3284.877197
	Iteration 3Q: 3 clusters Score -92317.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -92413.882812 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -92413.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -92564.406250 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -92564.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -92640.203125 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -92640.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -92669.968750 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -92669.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -92688.242188 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -92688.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -92695.929688 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -92695.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -92706.484375 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -92706.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -92720.085938 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -92720.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -92726.664062 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -92726.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -92740.765625 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -92740.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -92754.906250 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -92754.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -92775.648438 Penalty: 3284.877197
	Iteration 15Q: 3 clusters Score -92775.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -92786.351562 Penalty: 3284.877197
	Iteration 16Q: 3 clusters Score -92786.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -92790.625000 Penalty: 3284.877197
	Iteration 17Q: 3 clusters Score -92790.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -92793.664062 Penalty: 3284.877197
	Iteration 18Q: 3 clusters Score -92793.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -92794.703125 Penalty: 3284.877197
	Iteration 19Q: 3 clusters Score -92794.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -92794.703125 Penalty: 3284.877197
	Iteration 20F: 3 clusters Score -92794.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -97161.476562 Penalty: 1639.452515
	Iteration 0F: 2 clusters Score -97161.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -95436.765625 Penalty: 3278.905029
	Iteration 0F: 3 clusters Score -95436.77 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -95668.773438 Penalty: 3278.905029
	Iteration 1F: 3 clusters Score -95668.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -95741.921875 Penalty: 3278.905029
	Iteration 2F: 3 clusters Score -95741.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -95783.257812 Penalty: 3278.905029
	Iteration 3Q: 3 clusters Score -95783.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95820.312500 Penalty: 3278.905029
	Iteration 4Q: 3 clusters Score -95820.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -95843.242188 Penalty: 3278.905029
	Iteration 5Q: 3 clusters Score -95843.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -95861.335938 Penalty: 3278.905029
	Iteration 6Q: 3 clusters Score -95861.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -95877.507812 Penalty: 3278.905029
	Iteration 7Q: 3 clusters Score -95877.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -95898.867188 Penalty: 3278.905029
	Iteration 8Q: 3 clusters Score -95898.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -95916.062500 Penalty: 3278.905029
	Iteration 9Q: 3 clusters Score -95916.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95936.125000 Penalty: 3278.905029
	Iteration 10Q: 3 clusters Score -95936.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -95944.914062 Penalty: 3278.905029
	Iteration 11Q: 3 clusters Score -95944.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -95959.976562 Penalty: 3278.905029
	Iteration 12Q: 3 clusters Score -95959.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -95976.250000 Penalty: 3278.905029
	Iteration 13Q: 3 clusters Score -95976.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -95992.179688 Penalty: 3278.905029
	Iteration 14Q: 3 clusters Score -95992.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -96004.898438 Penalty: 3278.905029
	Iteration 15Q: 3 clusters Score -96004.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -96014.148438 Penalty: 3278.905029
	Iteration 16Q: 3 clusters Score -96014.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -96027.648438 Penalty: 3278.905029
	Iteration 17Q: 3 clusters Score -96027.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -96031.492188 Penalty: 3278.905029
	Iteration 18Q: 3 clusters Score -96031.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -96031.492188 Penalty: 3278.905029
	Iteration 19F: 3 clusters Score -96031.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (48154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Entering Unmasked Estep 
Score: -6759716.500000 Penalty: 2673.975586
	Iteration 0F: 2 clusters Score -6759716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -6727408.000000 Penalty: 5347.951172
	Iteration 0F: 3 clusters Score -6727408 nChanged 22172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -6739502.500000 Penalty: 5347.951172
	Iteration 1F: 3 clusters Score -6739502 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -6740297.500000 Penalty: 5347.951172
	Iteration 2Q: 3 clusters Score -6740298 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -6741331.500000 Penalty: 5347.951172
	Iteration 3Q: 3 clusters Score -6741332 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -6742814.500000 Penalty: 5347.951172
	Iteration 4F: 3 clusters Score -6742814 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -6745204.000000 Penalty: 5347.951172
	Iteration 5F: 3 clusters Score -6745204 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -6748307.500000 Penalty: 5347.951172
	Iteration 6F: 3 clusters Score -6748308 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -6751474.000000 Penalty: 5347.951172
	Iteration 7F: 3 clusters Score -6751474 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -6753949.000000 Penalty: 5347.951172
	Iteration 8F: 3 clusters Score -6753949 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -6755476.500000 Penalty: 5347.951172
	Iteration 9Q: 3 clusters Score -6755476 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -6756388.000000 Penalty: 5347.951172
	Iteration 10Q: 3 clusters Score -6756388 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -6756882.500000 Penalty: 5347.951172
	Iteration 11Q: 3 clusters Score -6756882 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -6757151.000000 Penalty: 5347.951172
	Iteration 12Q: 3 clusters Score -6757151 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -6757289.500000 Penalty: 5347.951172
	Iteration 13Q: 3 clusters Score -6757290 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -6757386.000000 Penalty: 5347.951172
	Iteration 14Q: 3 clusters Score -6757386 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -6757458.500000 Penalty: 5347.951172
	Iteration 15Q: 3 clusters Score -6757458 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -6757506.000000 Penalty: 5347.951172
	Iteration 16Q: 3 clusters Score -6757506 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -6757533.000000 Penalty: 5347.951172
	Iteration 17Q: 3 clusters Score -6757533 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
Score: -6757556.500000 Penalty: 5347.951172
	Iteration 18Q: 3 clusters Score -6757556 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -6757578.500000 Penalty: 5347.951172
	Iteration 19Q: 3 clusters Score -6757578 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -6757582.500000 Penalty: 5347.951172
	Iteration 20F: 3 clusters Score -6757582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -6757606.000000 Penalty: 5347.951172
	Iteration 21Q: 3 clusters Score -6757606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -6757602.000000 Penalty: 5347.951172
	Iteration 22Q: 3 clusters Score -6757602 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -6757608.500000 Penalty: 5347.951172
	Iteration 23Q: 3 clusters Score -6757608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -6757613.500000 Penalty: 5347.951172
	Iteration 24Q: 3 clusters Score -6757614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -6757622.500000 Penalty: 5347.951172
	Iteration 25Q: 3 clusters Score -6757622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
Score: -6757620.500000 Penalty: 5347.951172
	Iteration 26Q: 3 clusters Score -6757620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -6757629.000000 Penalty: 5347.951172
	Iteration 27Q: 3 clusters Score -6757629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 46758 members 
Entering Unmasked Estep 
Score: -6757636.500000 Penalty: 5347.951172
	Iteration 28Q: 3 clusters Score -6757636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -6757633.500000 Penalty: 5347.951172
	Iteration 29Q: 3 clusters Score -6757634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -6757633.000000 Penalty: 5347.951172
	Iteration 30Q: 3 clusters Score -6757633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -6757631.500000 Penalty: 5347.951172
	Iteration 31Q: 3 clusters Score -6757632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -6757631.500000 Penalty: 5347.951172
	Iteration 32Q: 3 clusters Score -6757632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 46787 members 
Entering Unmasked Estep 
Score: -6757631.500000 Penalty: 5347.951172
	Iteration 33Q: 3 clusters Score -6757632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -6757631.500000 Penalty: 5347.951172
	Iteration 34Q: 3 clusters Score -6757632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -6757631.500000 Penalty: 5347.951172
	Iteration 35F: 3 clusters Score -6757632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -37193.503906 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -37193.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35929.460938 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -35929.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36036.972656 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -36036.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36067.839844 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -36067.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36083.667969 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -36083.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36085.503906 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -36085.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36085.503906 Penalty: 2822.418457
	Iteration 5F: 3 clusters Score -36085.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23545 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49853 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200361 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11114 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143389 members 
Mstep: Class 19 contains 155379 members 
Mstep: Class 20 contains 32321 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38506 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48199 members 
Mstep: Class 25 contains 68442 members 
Mstep: Class 26 contains 43162 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48154 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954304.000000 Penalty: 103175.226562
Iteration 479Q: 31 clusters Score -1.429543e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23545 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49853 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200364 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11114 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143392 members 
Mstep: Class 19 contains 155378 members 
Mstep: Class 20 contains 32321 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38506 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48198 members 
Mstep: Class 25 contains 68439 members 
Mstep: Class 26 contains 43161 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48154 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954320.000000 Penalty: 103175.226562
Iteration 480F: 31 clusters Score -1.429543e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23545 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49853 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200367 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11113 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143392 members 
Mstep: Class 19 contains 155379 members 
Mstep: Class 20 contains 32321 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38507 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48198 members 
Mstep: Class 25 contains 68436 members 
Mstep: Class 26 contains 43161 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48154 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954320.000000 Penalty: 103175.226562
Iteration 481Q: 31 clusters Score -1.429543e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23545 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49853 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200372 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11111 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143393 members 
Mstep: Class 19 contains 155375 members 
Mstep: Class 20 contains 32321 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38508 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48197 members 
Mstep: Class 25 contains 68436 members 
Mstep: Class 26 contains 43160 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48154 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954240.000000 Penalty: 103175.226562
Iteration 482Q: 31 clusters Score -1.429542e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23544 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49853 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200373 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11111 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143393 members 
Mstep: Class 19 contains 155375 members 
Mstep: Class 20 contains 32321 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38509 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48196 members 
Mstep: Class 25 contains 68436 members 
Mstep: Class 26 contains 43160 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48154 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954272.000000 Penalty: 103175.226562
Iteration 483Q: 31 clusters Score -1.429543e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23545 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49852 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200371 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11111 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143392 members 
Mstep: Class 19 contains 155376 members 
Mstep: Class 20 contains 32321 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38510 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48196 members 
Mstep: Class 25 contains 68436 members 
Mstep: Class 26 contains 43160 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48154 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954320.000000 Penalty: 103175.226562
Iteration 484Q: 31 clusters Score -1.429543e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23544 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49852 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200369 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11111 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143393 members 
Mstep: Class 19 contains 155376 members 
Mstep: Class 20 contains 32321 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38512 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48196 members 
Mstep: Class 25 contains 68436 members 
Mstep: Class 26 contains 43160 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48154 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954336.000000 Penalty: 103175.226562
Iteration 485Q: 31 clusters Score -1.429543e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23544 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49852 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200367 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11111 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143395 members 
Mstep: Class 19 contains 155375 members 
Mstep: Class 20 contains 32321 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38513 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48196 members 
Mstep: Class 25 contains 68436 members 
Mstep: Class 26 contains 43160 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48154 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954288.000000 Penalty: 103175.226562
Iteration 486Q: 31 clusters Score -1.429543e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23544 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49852 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200366 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11112 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143395 members 
Mstep: Class 19 contains 155375 members 
Mstep: Class 20 contains 32321 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38513 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48196 members 
Mstep: Class 25 contains 68436 members 
Mstep: Class 26 contains 43160 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48154 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954304.000000 Penalty: 103175.226562
Iteration 487Q: 31 clusters Score -1.429543e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23544 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49852 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200367 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11111 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143395 members 
Mstep: Class 19 contains 155374 members 
Mstep: Class 20 contains 32322 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38513 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48196 members 
Mstep: Class 25 contains 68436 members 
Mstep: Class 26 contains 43160 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48154 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954304.000000 Penalty: 103175.226562
Iteration 488Q: 31 clusters Score -1.429543e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23544 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49852 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200367 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11111 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143395 members 
Mstep: Class 19 contains 155374 members 
Mstep: Class 20 contains 32322 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38513 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48196 members 
Mstep: Class 25 contains 68436 members 
Mstep: Class 26 contains 43160 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48154 members 
Mstep: Class 30 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142954304.000000 Penalty: 103175.226562
Iteration 489F: 31 clusters Score -1.429543e+08 nChanged 0
Entering ConstructFrom: 
Score: -142954304.000000 Penalty: 103175.226562
Entering ConstructFrom: 
Trying to split cluster 1 (59049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59049 members 
Entering Unmasked Estep 
Score: -8289103.000000 Penalty: 2724.558594
	Iteration 0F: 2 clusters Score -8289103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -8249276.000000 Penalty: 5449.117188
	Iteration 0F: 3 clusters Score -8249276 nChanged 27587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -8264679.500000 Penalty: 5449.117188
	Iteration 1F: 3 clusters Score -8264680 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -8265279.500000 Penalty: 5449.117188
	Iteration 2Q: 3 clusters Score -8265280 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -8265931.000000 Penalty: 5449.117188
	Iteration 3Q: 3 clusters Score -8265931 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -8266753.000000 Penalty: 5449.117188
	Iteration 4Q: 3 clusters Score -8266753 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -8267779.000000 Penalty: 5449.117188
	Iteration 5Q: 3 clusters Score -8267779 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -8268899.500000 Penalty: 5449.117188
	Iteration 6Q: 3 clusters Score -8268900 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -8270357.500000 Penalty: 5449.117188
	Iteration 7Q: 3 clusters Score -8270358 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -8272177.000000 Penalty: 5449.117188
	Iteration 8F: 3 clusters Score -8272177 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -8274602.500000 Penalty: 5449.117188
	Iteration 9F: 3 clusters Score -8274602 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -8277379.500000 Penalty: 5449.117188
	Iteration 10F: 3 clusters Score -8277380 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -8279632.000000 Penalty: 5449.117188
	Iteration 11F: 3 clusters Score -8279632 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -8280733.500000 Penalty: 5449.117188
	Iteration 12Q: 3 clusters Score -8280734 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -8281198.500000 Penalty: 5449.117188
	Iteration 13Q: 3 clusters Score -8281198 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -8281414.500000 Penalty: 5449.117188
	Iteration 14Q: 3 clusters Score -8281414 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -8281590.500000 Penalty: 5449.117188
	Iteration 15Q: 3 clusters Score -8281590 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -8281735.000000 Penalty: 5449.117188
	Iteration 16Q: 3 clusters Score -8281735 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -8281893.000000 Penalty: 5449.117188
	Iteration 17Q: 3 clusters Score -8281893 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -8282047.500000 Penalty: 5449.117188
	Iteration 18Q: 3 clusters Score -8282048 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -8282158.500000 Penalty: 5449.117188
	Iteration 19Q: 3 clusters Score -8282158 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -8282258.000000 Penalty: 5449.117188
	Iteration 20F: 3 clusters Score -8282258 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -8282381.500000 Penalty: 5449.117188
	Iteration 21Q: 3 clusters Score -8282382 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -8282460.000000 Penalty: 5449.117188
	Iteration 22Q: 3 clusters Score -8282460 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -8282599.500000 Penalty: 5449.117188
	Iteration 23Q: 3 clusters Score -8282600 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -8282672.500000 Penalty: 5449.117188
	Iteration 24Q: 3 clusters Score -8282672 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -8282765.500000 Penalty: 5449.117188
	Iteration 25Q: 3 clusters Score -8282766 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -8282847.500000 Penalty: 5449.117188
	Iteration 26Q: 3 clusters Score -8282848 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -8282953.000000 Penalty: 5449.117188
	Iteration 27Q: 3 clusters Score -8282953 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -8283063.500000 Penalty: 5449.117188
	Iteration 28Q: 3 clusters Score -8283064 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -8283145.000000 Penalty: 5449.117188
	Iteration 29Q: 3 clusters Score -8283145 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -8283262.500000 Penalty: 5449.117188
	Iteration 30Q: 3 clusters Score -8283262 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -8283404.500000 Penalty: 5449.117188
	Iteration 31Q: 3 clusters Score -8283404 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -8283536.000000 Penalty: 5449.117188
	Iteration 32Q: 3 clusters Score -8283536 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -8283650.000000 Penalty: 5449.117188
	Iteration 33Q: 3 clusters Score -8283650 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -8283763.000000 Penalty: 5449.117188
	Iteration 34Q: 3 clusters Score -8283763 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -8283849.000000 Penalty: 5449.117188
	Iteration 35Q: 3 clusters Score -8283849 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -8283965.000000 Penalty: 5449.117188
	Iteration 36Q: 3 clusters Score -8283965 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -8284075.500000 Penalty: 5449.117188
	Iteration 37Q: 3 clusters Score -8284076 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -8284210.500000 Penalty: 5449.117188
	Iteration 38Q: 3 clusters Score -8284210 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -8284350.500000 Penalty: 5449.117188
	Iteration 39Q: 3 clusters Score -8284350 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 48222 members 
Entering Unmasked Estep 
Score: -8284491.000000 Penalty: 5449.117188
	Iteration 40F: 3 clusters Score -8284491 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -8284604.000000 Penalty: 5449.117188
	Iteration 41Q: 3 clusters Score -8284604 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -8284729.000000 Penalty: 5449.117188
	Iteration 42Q: 3 clusters Score -8284729 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -8284854.500000 Penalty: 5449.117188
	Iteration 43Q: 3 clusters Score -8284854 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -8284955.500000 Penalty: 5449.117188
	Iteration 44Q: 3 clusters Score -8284956 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -8285096.000000 Penalty: 5449.117188
	Iteration 45Q: 3 clusters Score -8285096 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -8285205.500000 Penalty: 5449.117188
	Iteration 46Q: 3 clusters Score -8285206 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -8285350.000000 Penalty: 5449.117188
	Iteration 47Q: 3 clusters Score -8285350 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 51906 members 
Entering Unmasked Estep 
Score: -8285492.000000 Penalty: 5449.117188
	Iteration 48Q: 3 clusters Score -8285492 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 52327 members 
Entering Unmasked Estep 
Score: -8285601.000000 Penalty: 5449.117188
	Iteration 49Q: 3 clusters Score -8285601 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
Score: -8285743.500000 Penalty: 5449.117188
	Iteration 50Q: 3 clusters Score -8285744 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 53176 members 
Entering Unmasked Estep 
Score: -8285902.500000 Penalty: 5449.117188
	Iteration 51Q: 3 clusters Score -8285902 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 53576 members 
Entering Unmasked Estep 
Score: -8286040.500000 Penalty: 5449.117188
	Iteration 52Q: 3 clusters Score -8286040 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 53951 members 
Entering Unmasked Estep 
Score: -8286162.000000 Penalty: 5449.117188
	Iteration 53Q: 3 clusters Score -8286162 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 54285 members 
Entering Unmasked Estep 
Score: -8286270.000000 Penalty: 5449.117188
	Iteration 54Q: 3 clusters Score -8286270 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 54643 members 
Entering Unmasked Estep 
Score: -8286402.000000 Penalty: 5449.117188
	Iteration 55Q: 3 clusters Score -8286402 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 54980 members 
Entering Unmasked Estep 
Score: -8286542.500000 Penalty: 5449.117188
	Iteration 56Q: 3 clusters Score -8286542 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 55271 members 
Entering Unmasked Estep 
Score: -8286663.500000 Penalty: 5449.117188
	Iteration 57Q: 3 clusters Score -8286664 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
Score: -8286760.000000 Penalty: 5449.117188
	Iteration 58Q: 3 clusters Score -8286760 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 55750 members 
Entering Unmasked Estep 
Score: -8286836.500000 Penalty: 5449.117188
	Iteration 59Q: 3 clusters Score -8286836 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 55921 members 
Entering Unmasked Estep 
Score: -8286877.500000 Penalty: 5449.117188
	Iteration 60F: 3 clusters Score -8286878 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 56082 members 
Entering Unmasked Estep 
Score: -8286944.000000 Penalty: 5449.117188
	Iteration 61Q: 3 clusters Score -8286944 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 56211 members 
Entering Unmasked Estep 
Score: -8286971.500000 Penalty: 5449.117188
	Iteration 62Q: 3 clusters Score -8286972 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 56324 members 
Entering Unmasked Estep 
Score: -8287001.000000 Penalty: 5449.117188
	Iteration 63Q: 3 clusters Score -8287001 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 56434 members 
Entering Unmasked Estep 
Score: -8287067.500000 Penalty: 5449.117188
	Iteration 64Q: 3 clusters Score -8287068 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 56541 members 
Entering Unmasked Estep 
Score: -8287093.000000 Penalty: 5449.117188
	Iteration 65Q: 3 clusters Score -8287093 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 56640 members 
Entering Unmasked Estep 
Score: -8287124.000000 Penalty: 5449.117188
	Iteration 66Q: 3 clusters Score -8287124 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 56747 members 
Entering Unmasked Estep 
Score: -8287142.500000 Penalty: 5449.117188
	Iteration 67Q: 3 clusters Score -8287142 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 56821 members 
Entering Unmasked Estep 
Score: -8287180.500000 Penalty: 5449.117188
	Iteration 68Q: 3 clusters Score -8287180 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 56885 members 
Entering Unmasked Estep 
Score: -8287205.500000 Penalty: 5449.117188
	Iteration 69Q: 3 clusters Score -8287206 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 56950 members 
Entering Unmasked Estep 
Score: -8287224.500000 Penalty: 5449.117188
	Iteration 70Q: 3 clusters Score -8287224 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 57002 members 
Entering Unmasked Estep 
Score: -8287240.000000 Penalty: 5449.117188
	Iteration 71Q: 3 clusters Score -8287240 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 57053 members 
Entering Unmasked Estep 
Score: -8287264.500000 Penalty: 5449.117188
	Iteration 72Q: 3 clusters Score -8287264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -8287279.500000 Penalty: 5449.117188
	Iteration 73Q: 3 clusters Score -8287280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 57144 members 
Entering Unmasked Estep 
Score: -8287282.000000 Penalty: 5449.117188
	Iteration 74Q: 3 clusters Score -8287282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
Score: -8287303.000000 Penalty: 5449.117188
	Iteration 75Q: 3 clusters Score -8287303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 57194 members 
Entering Unmasked Estep 
Score: -8287295.500000 Penalty: 5449.117188
	Iteration 76Q: 3 clusters Score -8287296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -8287305.000000 Penalty: 5449.117188
	Iteration 77Q: 3 clusters Score -8287305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -8287307.500000 Penalty: 5449.117188
	Iteration 78Q: 3 clusters Score -8287308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 57259 members 
Entering Unmasked Estep 
Score: -8287311.500000 Penalty: 5449.117188
	Iteration 79Q: 3 clusters Score -8287312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -8287296.000000 Penalty: 5449.117188
	Iteration 80F: 3 clusters Score -8287296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 57292 members 
Entering Unmasked Estep 
Score: -8287307.000000 Penalty: 5449.117188
	Iteration 81Q: 3 clusters Score -8287307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 57309 members 
Entering Unmasked Estep 
Score: -8287311.000000 Penalty: 5449.117188
	Iteration 82Q: 3 clusters Score -8287311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 57329 members 
Entering Unmasked Estep 
Score: -8287336.000000 Penalty: 5449.117188
	Iteration 83Q: 3 clusters Score -8287336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -8287340.000000 Penalty: 5449.117188
	Iteration 84Q: 3 clusters Score -8287340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 57359 members 
Entering Unmasked Estep 
Score: -8287332.000000 Penalty: 5449.117188
	Iteration 85Q: 3 clusters Score -8287332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 57371 members 
Entering Unmasked Estep 
Score: -8287346.000000 Penalty: 5449.117188
	Iteration 86Q: 3 clusters Score -8287346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 57384 members 
Entering Unmasked Estep 
Score: -8287344.000000 Penalty: 5449.117188
	Iteration 87Q: 3 clusters Score -8287344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 57401 members 
Entering Unmasked Estep 
Score: -8287341.000000 Penalty: 5449.117188
	Iteration 88Q: 3 clusters Score -8287341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -8287350.000000 Penalty: 5449.117188
	Iteration 89Q: 3 clusters Score -8287350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 57430 members 
Entering Unmasked Estep 
Score: -8287368.500000 Penalty: 5449.117188
	Iteration 90Q: 3 clusters Score -8287368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 57445 members 
Entering Unmasked Estep 
Score: -8287361.000000 Penalty: 5449.117188
	Iteration 91Q: 3 clusters Score -8287361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 57459 members 
Entering Unmasked Estep 
Score: -8287370.500000 Penalty: 5449.117188
	Iteration 92Q: 3 clusters Score -8287370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 57467 members 
Entering Unmasked Estep 
Score: -8287361.500000 Penalty: 5449.117188
	Iteration 93Q: 3 clusters Score -8287362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 57481 members 
Entering Unmasked Estep 
Score: -8287366.000000 Penalty: 5449.117188
	Iteration 94Q: 3 clusters Score -8287366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 57490 members 
Entering Unmasked Estep 
Score: -8287368.500000 Penalty: 5449.117188
	Iteration 95Q: 3 clusters Score -8287368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 57497 members 
Entering Unmasked Estep 
Score: -8287366.000000 Penalty: 5449.117188
	Iteration 96Q: 3 clusters Score -8287366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 57504 members 
Entering Unmasked Estep 
Score: -8287372.000000 Penalty: 5449.117188
	Iteration 97Q: 3 clusters Score -8287372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -8287373.000000 Penalty: 5449.117188
	Iteration 98Q: 3 clusters Score -8287373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -8287376.500000 Penalty: 5449.117188
	Iteration 99Q: 3 clusters Score -8287376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 57526 members 
Entering Unmasked Estep 
Score: -8287379.500000 Penalty: 5449.117188
	Iteration 100F: 3 clusters Score -8287380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 57530 members 
Entering Unmasked Estep 
Score: -8287375.000000 Penalty: 5449.117188
	Iteration 101Q: 3 clusters Score -8287375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 57535 members 
Entering Unmasked Estep 
Score: -8287374.000000 Penalty: 5449.117188
	Iteration 102Q: 3 clusters Score -8287374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 57536 members 
Entering Unmasked Estep 
Score: -8287377.000000 Penalty: 5449.117188
	Iteration 103Q: 3 clusters Score -8287377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 57540 members 
Entering Unmasked Estep 
Score: -8287376.500000 Penalty: 5449.117188
	Iteration 104Q: 3 clusters Score -8287376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 57542 members 
Entering Unmasked Estep 
Score: -8287383.500000 Penalty: 5449.117188
	Iteration 105Q: 3 clusters Score -8287384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 57543 members 
Entering Unmasked Estep 
Score: -8287377.000000 Penalty: 5449.117188
	Iteration 106Q: 3 clusters Score -8287377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 57543 members 
Entering Unmasked Estep 
Score: -8287377.000000 Penalty: 5449.117188
	Iteration 107F: 3 clusters Score -8287377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Entering Unmasked Estep 
Score: -822744.812500 Penalty: 2161.660156
	Iteration 0F: 2 clusters Score -822744.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -817567.125000 Penalty: 4323.320312
	Iteration 0F: 3 clusters Score -817567.1 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -818940.875000 Penalty: 4323.320312
	Iteration 1F: 3 clusters Score -818940.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -819245.062500 Penalty: 4323.320312
	Iteration 2F: 3 clusters Score -819245.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -819508.750000 Penalty: 4323.320312
	Iteration 3F: 3 clusters Score -819508.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -819759.625000 Penalty: 4323.320312
	Iteration 4F: 3 clusters Score -819759.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -820056.062500 Penalty: 4323.320312
	Iteration 5F: 3 clusters Score -820056.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -820406.875000 Penalty: 4323.320312
	Iteration 6F: 3 clusters Score -820406.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -820816.562500 Penalty: 4323.320312
	Iteration 7F: 3 clusters Score -820816.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -821205.750000 Penalty: 4323.320312
	Iteration 8F: 3 clusters Score -821205.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -821541.250000 Penalty: 4323.320312
	Iteration 9F: 3 clusters Score -821541.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -821799.750000 Penalty: 4323.320312
	Iteration 10Q: 3 clusters Score -821799.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -822105.437500 Penalty: 4323.320312
	Iteration 11Q: 3 clusters Score -822105.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -822421.250000 Penalty: 4323.320312
	Iteration 12Q: 3 clusters Score -822421.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -822723.625000 Penalty: 4323.320312
	Iteration 13Q: 3 clusters Score -822723.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -823052.875000 Penalty: 4323.320312
	Iteration 14Q: 3 clusters Score -823052.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -823249.625000 Penalty: 4323.320312
	Iteration 15Q: 3 clusters Score -823249.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -823342.500000 Penalty: 4323.320312
	Iteration 16Q: 3 clusters Score -823342.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -823381.125000 Penalty: 4323.320312
	Iteration 17Q: 3 clusters Score -823381.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -823402.750000 Penalty: 4323.320312
	Iteration 18Q: 3 clusters Score -823402.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -823420.937500 Penalty: 4323.320312
	Iteration 19Q: 3 clusters Score -823420.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -823428.687500 Penalty: 4323.320312
	Iteration 20F: 3 clusters Score -823428.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -823439.875000 Penalty: 4323.320312
	Iteration 21Q: 3 clusters Score -823439.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -823450.500000 Penalty: 4323.320312
	Iteration 22Q: 3 clusters Score -823450.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -823453.812500 Penalty: 4323.320312
	Iteration 23Q: 3 clusters Score -823453.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -823453.187500 Penalty: 4323.320312
	Iteration 24Q: 3 clusters Score -823453.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -823454.437500 Penalty: 4323.320312
	Iteration 25Q: 3 clusters Score -823454.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -823454.437500 Penalty: 4323.320312
	Iteration 26F: 3 clusters Score -823454.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 2111 members 
Mstep: Class 3 contains 23544 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49852 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200367 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 11111 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143395 members 
Mstep: Class 19 contains 155374 members 
Mstep: Class 20 contains 32322 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38513 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48196 members 
Mstep: Class 25 contains 68436 members 
Mstep: Class 26 contains 43160 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48154 members 
Mstep: Class 30 contains 296 members 
Mstep: Class 31 contains 3991 members 
Entering Unmasked Estep 
Score: -142953568.000000 Penalty: 106614.398438
Splitting cluster 2 changes total score from -142954304.000000 to -142953568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (23544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Entering Unmasked Estep 
Score: -3064195.250000 Penalty: 2496.523438
	Iteration 0F: 2 clusters Score -3064195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -3047809.250000 Penalty: 4993.046875
	Iteration 0F: 3 clusters Score -3047809 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -3053456.250000 Penalty: 4993.046875
	Iteration 1F: 3 clusters Score -3053456 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3054056.000000 Penalty: 4993.046875
	Iteration 2F: 3 clusters Score -3054056 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -3054716.000000 Penalty: 4993.046875
	Iteration 3F: 3 clusters Score -3054716 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -3055520.750000 Penalty: 4993.046875
	Iteration 4F: 3 clusters Score -3055521 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -3056415.500000 Penalty: 4993.046875
	Iteration 5F: 3 clusters Score -3056416 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -3057242.000000 Penalty: 4993.046875
	Iteration 6F: 3 clusters Score -3057242 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -3057999.000000 Penalty: 4993.046875
	Iteration 7F: 3 clusters Score -3057999 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -3058611.000000 Penalty: 4993.046875
	Iteration 8Q: 3 clusters Score -3058611 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -3059126.250000 Penalty: 4993.046875
	Iteration 9Q: 3 clusters Score -3059126 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -3059507.000000 Penalty: 4993.046875
	Iteration 10Q: 3 clusters Score -3059507 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -3059851.250000 Penalty: 4993.046875
	Iteration 11Q: 3 clusters Score -3059851 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -3060174.000000 Penalty: 4993.046875
	Iteration 12Q: 3 clusters Score -3060174 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -3060507.000000 Penalty: 4993.046875
	Iteration 13Q: 3 clusters Score -3060507 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -3060798.500000 Penalty: 4993.046875
	Iteration 14Q: 3 clusters Score -3060798 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -3061059.500000 Penalty: 4993.046875
	Iteration 15Q: 3 clusters Score -3061060 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3061270.000000 Penalty: 4993.046875
	Iteration 16Q: 3 clusters Score -3061270 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -3061457.500000 Penalty: 4993.046875
	Iteration 17Q: 3 clusters Score -3061458 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -3061626.500000 Penalty: 4993.046875
	Iteration 18Q: 3 clusters Score -3061626 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -3061752.250000 Penalty: 4993.046875
	Iteration 19Q: 3 clusters Score -3061752 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -3061849.000000 Penalty: 4993.046875
	Iteration 20F: 3 clusters Score -3061849 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -3061932.500000 Penalty: 4993.046875
	Iteration 21Q: 3 clusters Score -3061932 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3062022.250000 Penalty: 4993.046875
	Iteration 22Q: 3 clusters Score -3062022 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -3062102.750000 Penalty: 4993.046875
	Iteration 23Q: 3 clusters Score -3062103 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -3062201.750000 Penalty: 4993.046875
	Iteration 24Q: 3 clusters Score -3062202 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -3062294.000000 Penalty: 4993.046875
	Iteration 25Q: 3 clusters Score -3062294 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -3062421.000000 Penalty: 4993.046875
	Iteration 26Q: 3 clusters Score -3062421 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -3062542.500000 Penalty: 4993.046875
	Iteration 27Q: 3 clusters Score -3062542 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -3062653.750000 Penalty: 4993.046875
	Iteration 28Q: 3 clusters Score -3062654 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -3062764.250000 Penalty: 4993.046875
	Iteration 29Q: 3 clusters Score -3062764 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -3062897.250000 Penalty: 4993.046875
	Iteration 30Q: 3 clusters Score -3062897 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -3063032.500000 Penalty: 4993.046875
	Iteration 31Q: 3 clusters Score -3063032 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -3063167.750000 Penalty: 4993.046875
	Iteration 32Q: 3 clusters Score -3063168 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -3063299.000000 Penalty: 4993.046875
	Iteration 33Q: 3 clusters Score -3063299 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -3063421.250000 Penalty: 4993.046875
	Iteration 34Q: 3 clusters Score -3063421 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -3063519.500000 Penalty: 4993.046875
	Iteration 35Q: 3 clusters Score -3063520 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -3063594.000000 Penalty: 4993.046875
	Iteration 36Q: 3 clusters Score -3063594 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -3063639.750000 Penalty: 4993.046875
	Iteration 37Q: 3 clusters Score -3063640 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -3063670.250000 Penalty: 4993.046875
	Iteration 38Q: 3 clusters Score -3063670 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -3063696.250000 Penalty: 4993.046875
	Iteration 39Q: 3 clusters Score -3063696 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -3063704.500000 Penalty: 4993.046875
	Iteration 40F: 3 clusters Score -3063704 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -3063717.000000 Penalty: 4993.046875
	Iteration 41Q: 3 clusters Score -3063717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -3063721.000000 Penalty: 4993.046875
	Iteration 42Q: 3 clusters Score -3063721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -3063727.500000 Penalty: 4993.046875
	Iteration 43Q: 3 clusters Score -3063728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -3063732.000000 Penalty: 4993.046875
	Iteration 44Q: 3 clusters Score -3063732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -3063732.500000 Penalty: 4993.046875
	Iteration 45Q: 3 clusters Score -3063732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -3063743.000000 Penalty: 4993.046875
	Iteration 46Q: 3 clusters Score -3063743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -3063745.250000 Penalty: 4993.046875
	Iteration 47Q: 3 clusters Score -3063745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -3063743.750000 Penalty: 4993.046875
	Iteration 48Q: 3 clusters Score -3063744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -3063746.250000 Penalty: 4993.046875
	Iteration 49Q: 3 clusters Score -3063746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -3063746.000000 Penalty: 4993.046875
	Iteration 50Q: 3 clusters Score -3063746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -3063743.000000 Penalty: 4993.046875
	Iteration 51Q: 3 clusters Score -3063743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -3063742.500000 Penalty: 4993.046875
	Iteration 52Q: 3 clusters Score -3063742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -3063746.000000 Penalty: 4993.046875
	Iteration 53Q: 3 clusters Score -3063746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -3063746.000000 Penalty: 4993.046875
	Iteration 54F: 3 clusters Score -3063746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Entering Unmasked Estep 
Score: -1979446.375000 Penalty: 2376.055420
	Iteration 0F: 2 clusters Score -1979446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1968870.250000 Penalty: 4752.110840
	Iteration 0F: 3 clusters Score -1968870 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1972327.875000 Penalty: 4752.110840
	Iteration 1F: 3 clusters Score -1972328 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1972816.625000 Penalty: 4752.110840
	Iteration 2F: 3 clusters Score -1972817 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1973244.125000 Penalty: 4752.110840
	Iteration 3F: 3 clusters Score -1973244 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1973635.875000 Penalty: 4752.110840
	Iteration 4F: 3 clusters Score -1973636 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1973987.875000 Penalty: 4752.110840
	Iteration 5Q: 3 clusters Score -1973988 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1974322.875000 Penalty: 4752.110840
	Iteration 6Q: 3 clusters Score -1974323 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1974602.625000 Penalty: 4752.110840
	Iteration 7Q: 3 clusters Score -1974603 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1974843.250000 Penalty: 4752.110840
	Iteration 8Q: 3 clusters Score -1974843 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1975054.750000 Penalty: 4752.110840
	Iteration 9Q: 3 clusters Score -1975055 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1975266.625000 Penalty: 4752.110840
	Iteration 10Q: 3 clusters Score -1975267 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1975477.250000 Penalty: 4752.110840
	Iteration 11Q: 3 clusters Score -1975477 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1975724.250000 Penalty: 4752.110840
	Iteration 12Q: 3 clusters Score -1975724 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1975963.000000 Penalty: 4752.110840
	Iteration 13Q: 3 clusters Score -1975963 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1976194.250000 Penalty: 4752.110840
	Iteration 14Q: 3 clusters Score -1976194 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1976416.000000 Penalty: 4752.110840
	Iteration 15Q: 3 clusters Score -1976416 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1976634.250000 Penalty: 4752.110840
	Iteration 16Q: 3 clusters Score -1976634 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1976820.375000 Penalty: 4752.110840
	Iteration 17Q: 3 clusters Score -1976820 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1977010.875000 Penalty: 4752.110840
	Iteration 18Q: 3 clusters Score -1977011 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1977175.125000 Penalty: 4752.110840
	Iteration 19Q: 3 clusters Score -1977175 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1977292.000000 Penalty: 4752.110840
	Iteration 20F: 3 clusters Score -1977292 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1977384.875000 Penalty: 4752.110840
	Iteration 21Q: 3 clusters Score -1977385 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1977426.750000 Penalty: 4752.110840
	Iteration 22Q: 3 clusters Score -1977427 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1977471.625000 Penalty: 4752.110840
	Iteration 23Q: 3 clusters Score -1977472 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1977488.625000 Penalty: 4752.110840
	Iteration 24Q: 3 clusters Score -1977489 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1977503.750000 Penalty: 4752.110840
	Iteration 25Q: 3 clusters Score -1977504 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1977515.000000 Penalty: 4752.110840
	Iteration 26Q: 3 clusters Score -1977515 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1977518.750000 Penalty: 4752.110840
	Iteration 27Q: 3 clusters Score -1977519 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1977517.125000 Penalty: 4752.110840
	Iteration 28Q: 3 clusters Score -1977517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1977521.750000 Penalty: 4752.110840
	Iteration 29Q: 3 clusters Score -1977522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1977524.500000 Penalty: 4752.110840
	Iteration 30Q: 3 clusters Score -1977524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1977529.500000 Penalty: 4752.110840
	Iteration 31Q: 3 clusters Score -1977530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1977533.125000 Penalty: 4752.110840
	Iteration 32Q: 3 clusters Score -1977533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1977532.125000 Penalty: 4752.110840
	Iteration 33Q: 3 clusters Score -1977532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1977530.625000 Penalty: 4752.110840
	Iteration 34Q: 3 clusters Score -1977531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1977530.625000 Penalty: 4752.110840
	Iteration 35Q: 3 clusters Score -1977531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1977530.375000 Penalty: 4752.110840
	Iteration 36Q: 3 clusters Score -1977530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1977530.625000 Penalty: 4752.110840
	Iteration 37Q: 3 clusters Score -1977531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1977529.875000 Penalty: 4752.110840
	Iteration 38Q: 3 clusters Score -1977530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1977529.250000 Penalty: 4752.110840
	Iteration 39Q: 3 clusters Score -1977529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1977529.250000 Penalty: 4752.110840
	Iteration 40F: 3 clusters Score -1977529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Entering Unmasked Estep 
Score: -6851970.000000 Penalty: 2682.569824
	Iteration 0F: 2 clusters Score -6851970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -6818343.500000 Penalty: 5365.139648
	Iteration 0F: 3 clusters Score -6818344 nChanged 23025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -6831137.000000 Penalty: 5365.139648
	Iteration 1F: 3 clusters Score -6831137 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -6831931.500000 Penalty: 5365.139648
	Iteration 2Q: 3 clusters Score -6831932 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -6833021.500000 Penalty: 5365.139648
	Iteration 3Q: 3 clusters Score -6833022 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -6834513.000000 Penalty: 5365.139648
	Iteration 4F: 3 clusters Score -6834513 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -6836263.500000 Penalty: 5365.139648
	Iteration 5F: 3 clusters Score -6836264 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -6838367.500000 Penalty: 5365.139648
	Iteration 6F: 3 clusters Score -6838368 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -6840528.000000 Penalty: 5365.139648
	Iteration 7F: 3 clusters Score -6840528 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -6842567.500000 Penalty: 5365.139648
	Iteration 8F: 3 clusters Score -6842568 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -6844342.000000 Penalty: 5365.139648
	Iteration 9F: 3 clusters Score -6844342 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -6845852.000000 Penalty: 5365.139648
	Iteration 10Q: 3 clusters Score -6845852 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -6846979.500000 Penalty: 5365.139648
	Iteration 11Q: 3 clusters Score -6846980 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -6847870.500000 Penalty: 5365.139648
	Iteration 12Q: 3 clusters Score -6847870 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -6848476.500000 Penalty: 5365.139648
	Iteration 13Q: 3 clusters Score -6848476 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -6848955.000000 Penalty: 5365.139648
	Iteration 14Q: 3 clusters Score -6848955 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -6849230.000000 Penalty: 5365.139648
	Iteration 15Q: 3 clusters Score -6849230 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -6849382.500000 Penalty: 5365.139648
	Iteration 16Q: 3 clusters Score -6849382 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -6849455.000000 Penalty: 5365.139648
	Iteration 17Q: 3 clusters Score -6849455 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -6849534.500000 Penalty: 5365.139648
	Iteration 18Q: 3 clusters Score -6849534 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -6849580.500000 Penalty: 5365.139648
	Iteration 19Q: 3 clusters Score -6849580 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -6849619.000000 Penalty: 5365.139648
	Iteration 20F: 3 clusters Score -6849619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -6849646.000000 Penalty: 5365.139648
	Iteration 21Q: 3 clusters Score -6849646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -6849662.000000 Penalty: 5365.139648
	Iteration 22Q: 3 clusters Score -6849662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -6849685.500000 Penalty: 5365.139648
	Iteration 23Q: 3 clusters Score -6849686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -6849696.000000 Penalty: 5365.139648
	Iteration 24Q: 3 clusters Score -6849696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 49368 members 
Entering Unmasked Estep 
Score: -6849704.500000 Penalty: 5365.139648
	Iteration 25Q: 3 clusters Score -6849704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -6849706.500000 Penalty: 5365.139648
	Iteration 26Q: 3 clusters Score -6849706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 49373 members 
Entering Unmasked Estep 
Score: -6849713.000000 Penalty: 5365.139648
	Iteration 27Q: 3 clusters Score -6849713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
Score: -6849708.500000 Penalty: 5365.139648
	Iteration 28Q: 3 clusters Score -6849708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -6849717.500000 Penalty: 5365.139648
	Iteration 29Q: 3 clusters Score -6849718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 49377 members 
Entering Unmasked Estep 
Score: -6849711.500000 Penalty: 5365.139648
	Iteration 30Q: 3 clusters Score -6849712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -6849708.500000 Penalty: 5365.139648
	Iteration 31Q: 3 clusters Score -6849708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -6849708.500000 Penalty: 5365.139648
	Iteration 32F: 3 clusters Score -6849708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Entering Unmasked Estep 
Score: -537302.062500 Penalty: 2056.241455
	Iteration 0F: 2 clusters Score -537302.1 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 1971 members 
Entering Unmasked Estep 
Score: -533434.750000 Penalty: 4112.482910
	Iteration 0F: 3 clusters Score -533434.8 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -534280.437500 Penalty: 4112.482910
	Iteration 1F: 3 clusters Score -534280.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -534575.312500 Penalty: 4112.482910
	Iteration 2F: 3 clusters Score -534575.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -534822.687500 Penalty: 4112.482910
	Iteration 3F: 3 clusters Score -534822.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -535097.312500 Penalty: 4112.482910
	Iteration 4F: 3 clusters Score -535097.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -535386.625000 Penalty: 4112.482910
	Iteration 5F: 3 clusters Score -535386.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -535758.937500 Penalty: 4112.482910
	Iteration 6F: 3 clusters Score -535758.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -536191.437500 Penalty: 4112.482910
	Iteration 7F: 3 clusters Score -536191.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -536615.250000 Penalty: 4112.482910
	Iteration 8F: 3 clusters Score -536615.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -536840.062500 Penalty: 4112.482910
	Iteration 9Q: 3 clusters Score -536840.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -536978.250000 Penalty: 4112.482910
	Iteration 10Q: 3 clusters Score -536978.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -537041.500000 Penalty: 4112.482910
	Iteration 11Q: 3 clusters Score -537041.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -537075.437500 Penalty: 4112.482910
	Iteration 12Q: 3 clusters Score -537075.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -537093.000000 Penalty: 4112.482910
	Iteration 13Q: 3 clusters Score -537093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -537102.937500 Penalty: 4112.482910
	Iteration 14Q: 3 clusters Score -537102.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -537110.812500 Penalty: 4112.482910
	Iteration 15Q: 3 clusters Score -537110.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -537117.625000 Penalty: 4112.482910
	Iteration 16Q: 3 clusters Score -537117.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -537125.687500 Penalty: 4112.482910
	Iteration 17Q: 3 clusters Score -537125.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -537133.437500 Penalty: 4112.482910
	Iteration 18Q: 3 clusters Score -537133.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -537136.125000 Penalty: 4112.482910
	Iteration 19Q: 3 clusters Score -537136.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -537138.312500 Penalty: 4112.482910
	Iteration 20F: 3 clusters Score -537138.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -537138.625000 Penalty: 4112.482910
	Iteration 21Q: 3 clusters Score -537138.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -537138.625000 Penalty: 4112.482910
	Iteration 22F: 3 clusters Score -537138.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Entering Unmasked Estep 
Score: -2118745.250000 Penalty: 2393.937256
	Iteration 0F: 2 clusters Score -2118745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2107538.500000 Penalty: 4787.874512
	Iteration 0F: 3 clusters Score -2107538 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2111181.000000 Penalty: 4787.874512
	Iteration 1F: 3 clusters Score -2111181 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2111747.000000 Penalty: 4787.874512
	Iteration 2F: 3 clusters Score -2111747 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2112351.250000 Penalty: 4787.874512
	Iteration 3F: 3 clusters Score -2112351 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2112887.000000 Penalty: 4787.874512
	Iteration 4F: 3 clusters Score -2112887 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2113330.500000 Penalty: 4787.874512
	Iteration 5F: 3 clusters Score -2113330 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2113736.750000 Penalty: 4787.874512
	Iteration 6F: 3 clusters Score -2113737 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2114064.500000 Penalty: 4787.874512
	Iteration 7Q: 3 clusters Score -2114064 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2114343.000000 Penalty: 4787.874512
	Iteration 8Q: 3 clusters Score -2114343 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2114566.250000 Penalty: 4787.874512
	Iteration 9Q: 3 clusters Score -2114566 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2114712.000000 Penalty: 4787.874512
	Iteration 10Q: 3 clusters Score -2114712 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2114801.000000 Penalty: 4787.874512
	Iteration 11Q: 3 clusters Score -2114801 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2114865.000000 Penalty: 4787.874512
	Iteration 12Q: 3 clusters Score -2114865 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2114919.750000 Penalty: 4787.874512
	Iteration 13Q: 3 clusters Score -2114920 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2114956.250000 Penalty: 4787.874512
	Iteration 14Q: 3 clusters Score -2114956 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2114990.750000 Penalty: 4787.874512
	Iteration 15Q: 3 clusters Score -2114991 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2115004.250000 Penalty: 4787.874512
	Iteration 16Q: 3 clusters Score -2115004 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2115032.250000 Penalty: 4787.874512
	Iteration 17Q: 3 clusters Score -2115032 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2115042.000000 Penalty: 4787.874512
	Iteration 18Q: 3 clusters Score -2115042 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2115067.750000 Penalty: 4787.874512
	Iteration 19Q: 3 clusters Score -2115068 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2115089.500000 Penalty: 4787.874512
	Iteration 20F: 3 clusters Score -2115090 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2115101.750000 Penalty: 4787.874512
	Iteration 21Q: 3 clusters Score -2115102 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2115117.500000 Penalty: 4787.874512
	Iteration 22Q: 3 clusters Score -2115118 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2115137.500000 Penalty: 4787.874512
	Iteration 23Q: 3 clusters Score -2115138 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2115153.000000 Penalty: 4787.874512
	Iteration 24Q: 3 clusters Score -2115153 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2115169.500000 Penalty: 4787.874512
	Iteration 25Q: 3 clusters Score -2115170 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2115199.250000 Penalty: 4787.874512
	Iteration 26Q: 3 clusters Score -2115199 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2115241.500000 Penalty: 4787.874512
	Iteration 27Q: 3 clusters Score -2115242 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2115276.500000 Penalty: 4787.874512
	Iteration 28Q: 3 clusters Score -2115276 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2115325.500000 Penalty: 4787.874512
	Iteration 29Q: 3 clusters Score -2115326 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2115384.250000 Penalty: 4787.874512
	Iteration 30Q: 3 clusters Score -2115384 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2115456.250000 Penalty: 4787.874512
	Iteration 31Q: 3 clusters Score -2115456 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2115549.750000 Penalty: 4787.874512
	Iteration 32Q: 3 clusters Score -2115550 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2115665.000000 Penalty: 4787.874512
	Iteration 33Q: 3 clusters Score -2115665 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2115830.000000 Penalty: 4787.874512
	Iteration 34Q: 3 clusters Score -2115830 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2116023.250000 Penalty: 4787.874512
	Iteration 35Q: 3 clusters Score -2116023 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2116226.750000 Penalty: 4787.874512
	Iteration 36Q: 3 clusters Score -2116227 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2116412.250000 Penalty: 4787.874512
	Iteration 37Q: 3 clusters Score -2116412 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2116587.500000 Penalty: 4787.874512
	Iteration 38Q: 3 clusters Score -2116588 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2116711.750000 Penalty: 4787.874512
	Iteration 39Q: 3 clusters Score -2116712 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2116798.500000 Penalty: 4787.874512
	Iteration 40F: 3 clusters Score -2116798 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2116856.500000 Penalty: 4787.874512
	Iteration 41Q: 3 clusters Score -2116856 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2116906.250000 Penalty: 4787.874512
	Iteration 42Q: 3 clusters Score -2116906 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2116955.000000 Penalty: 4787.874512
	Iteration 43Q: 3 clusters Score -2116955 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2116991.000000 Penalty: 4787.874512
	Iteration 44Q: 3 clusters Score -2116991 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2117016.500000 Penalty: 4787.874512
	Iteration 45Q: 3 clusters Score -2117016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2117033.500000 Penalty: 4787.874512
	Iteration 46Q: 3 clusters Score -2117034 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2117049.750000 Penalty: 4787.874512
	Iteration 47Q: 3 clusters Score -2117050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2117059.000000 Penalty: 4787.874512
	Iteration 48Q: 3 clusters Score -2117059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2117064.500000 Penalty: 4787.874512
	Iteration 49Q: 3 clusters Score -2117064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2117073.500000 Penalty: 4787.874512
	Iteration 50Q: 3 clusters Score -2117074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2117078.750000 Penalty: 4787.874512
	Iteration 51Q: 3 clusters Score -2117079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2117081.500000 Penalty: 4787.874512
	Iteration 52Q: 3 clusters Score -2117082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2117093.000000 Penalty: 4787.874512
	Iteration 53Q: 3 clusters Score -2117093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2117102.500000 Penalty: 4787.874512
	Iteration 54Q: 3 clusters Score -2117102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2117105.000000 Penalty: 4787.874512
	Iteration 55Q: 3 clusters Score -2117105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2117110.000000 Penalty: 4787.874512
	Iteration 56Q: 3 clusters Score -2117110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2117112.000000 Penalty: 4787.874512
	Iteration 57Q: 3 clusters Score -2117112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2117113.500000 Penalty: 4787.874512
	Iteration 58Q: 3 clusters Score -2117114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2117114.000000 Penalty: 4787.874512
	Iteration 59Q: 3 clusters Score -2117114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2117111.750000 Penalty: 4787.874512
	Iteration 60F: 3 clusters Score -2117112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2117115.000000 Penalty: 4787.874512
	Iteration 61Q: 3 clusters Score -2117115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2117118.250000 Penalty: 4787.874512
	Iteration 62Q: 3 clusters Score -2117118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2117121.000000 Penalty: 4787.874512
	Iteration 63Q: 3 clusters Score -2117121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2117119.000000 Penalty: 4787.874512
	Iteration 64Q: 3 clusters Score -2117119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2117122.750000 Penalty: 4787.874512
	Iteration 65Q: 3 clusters Score -2117123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2117121.750000 Penalty: 4787.874512
	Iteration 66Q: 3 clusters Score -2117122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2117120.250000 Penalty: 4787.874512
	Iteration 67Q: 3 clusters Score -2117120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2117120.750000 Penalty: 4787.874512
	Iteration 68Q: 3 clusters Score -2117121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2117120.500000 Penalty: 4787.874512
	Iteration 69Q: 3 clusters Score -2117120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2117119.750000 Penalty: 4787.874512
	Iteration 70Q: 3 clusters Score -2117120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2117120.750000 Penalty: 4787.874512
	Iteration 71Q: 3 clusters Score -2117121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2117122.250000 Penalty: 4787.874512
	Iteration 72Q: 3 clusters Score -2117122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2117121.500000 Penalty: 4787.874512
	Iteration 73Q: 3 clusters Score -2117122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2117124.750000 Penalty: 4787.874512
	Iteration 74Q: 3 clusters Score -2117125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2117128.750000 Penalty: 4787.874512
	Iteration 75Q: 3 clusters Score -2117129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2117123.000000 Penalty: 4787.874512
	Iteration 76Q: 3 clusters Score -2117123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2117126.250000 Penalty: 4787.874512
	Iteration 77Q: 3 clusters Score -2117126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2117130.000000 Penalty: 4787.874512
	Iteration 78Q: 3 clusters Score -2117130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2117128.500000 Penalty: 4787.874512
	Iteration 79Q: 3 clusters Score -2117128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2117132.000000 Penalty: 4787.874512
	Iteration 80F: 3 clusters Score -2117132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2117131.750000 Penalty: 4787.874512
	Iteration 81Q: 3 clusters Score -2117132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2117135.750000 Penalty: 4787.874512
	Iteration 82Q: 3 clusters Score -2117136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2117133.500000 Penalty: 4787.874512
	Iteration 83Q: 3 clusters Score -2117134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2117134.000000 Penalty: 4787.874512
	Iteration 84Q: 3 clusters Score -2117134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2117131.750000 Penalty: 4787.874512
	Iteration 85Q: 3 clusters Score -2117132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2117133.250000 Penalty: 4787.874512
	Iteration 86Q: 3 clusters Score -2117133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2117133.250000 Penalty: 4787.874512
	Iteration 87Q: 3 clusters Score -2117133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2117132.250000 Penalty: 4787.874512
	Iteration 88Q: 3 clusters Score -2117132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2117132.250000 Penalty: 4787.874512
	Iteration 89F: 3 clusters Score -2117132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (200367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200367 members 
Entering Unmasked Estep 
Score: -27848336.000000 Penalty: 3027.560547
	Iteration 0F: 2 clusters Score -2.784834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99827 members 
Mstep: Class 2 contains 100540 members 
Entering Unmasked Estep 
Score: -27723404.000000 Penalty: 6055.121094
	Iteration 0F: 3 clusters Score -2.77234e+07 nChanged 95923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92338 members 
Mstep: Class 2 contains 108029 members 
Entering Unmasked Estep 
Score: -27780380.000000 Penalty: 6055.121094
	Iteration 1F: 3 clusters Score -2.778038e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87821 members 
Mstep: Class 2 contains 112546 members 
Entering Unmasked Estep 
Score: -27782272.000000 Penalty: 6055.121094
	Iteration 2Q: 3 clusters Score -2.778227e+07 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81025 members 
Mstep: Class 2 contains 119342 members 
Entering Unmasked Estep 
Score: -27785346.000000 Penalty: 6055.121094
	Iteration 3Q: 3 clusters Score -2.778535e+07 nChanged 10699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70946 members 
Mstep: Class 2 contains 129421 members 
Entering Unmasked Estep 
Score: -27790226.000000 Penalty: 6055.121094
	Iteration 4F: 3 clusters Score -2.779023e+07 nChanged 14382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 143539 members 
Entering Unmasked Estep 
Score: -27799032.000000 Penalty: 6055.121094
	Iteration 5F: 3 clusters Score -2.779903e+07 nChanged 17539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 161024 members 
Entering Unmasked Estep 
Score: -27812342.000000 Penalty: 6055.121094
	Iteration 6F: 3 clusters Score -2.781234e+07 nChanged 17308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 178320 members 
Entering Unmasked Estep 
Score: -27827064.000000 Penalty: 6055.121094
	Iteration 7F: 3 clusters Score -2.782706e+07 nChanged 12544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 190864 members 
Entering Unmasked Estep 
Score: -27837986.000000 Penalty: 6055.121094
	Iteration 8F: 3 clusters Score -2.783799e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 197109 members 
Entering Unmasked Estep 
Score: -27843228.000000 Penalty: 6055.121094
	Iteration 9Q: 3 clusters Score -2.784323e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 199294 members 
Entering Unmasked Estep 
Score: -27844948.000000 Penalty: 6055.121094
	Iteration 10Q: 3 clusters Score -2.784495e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 199932 members 
Entering Unmasked Estep 
Score: -27845358.000000 Penalty: 6055.121094
	Iteration 11Q: 3 clusters Score -2.784536e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 200079 members 
Entering Unmasked Estep 
Score: -27845526.000000 Penalty: 6055.121094
	Iteration 12Q: 3 clusters Score -2.784553e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 200115 members 
Entering Unmasked Estep 
Score: -27845600.000000 Penalty: 6055.121094
	Iteration 13Q: 3 clusters Score -2.78456e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 200130 members 
Entering Unmasked Estep 
Score: -27845632.000000 Penalty: 6055.121094
	Iteration 14Q: 3 clusters Score -2.784563e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 200144 members 
Entering Unmasked Estep 
Score: -27845690.000000 Penalty: 6055.121094
	Iteration 15Q: 3 clusters Score -2.784569e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 200157 members 
Entering Unmasked Estep 
Score: -27845718.000000 Penalty: 6055.121094
	Iteration 16Q: 3 clusters Score -2.784572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 200165 members 
Entering Unmasked Estep 
Score: -27845748.000000 Penalty: 6055.121094
	Iteration 17Q: 3 clusters Score -2.784575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 200168 members 
Entering Unmasked Estep 
Score: -27845750.000000 Penalty: 6055.121094
	Iteration 18Q: 3 clusters Score -2.784575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 200169 members 
Entering Unmasked Estep 
Score: -27845762.000000 Penalty: 6055.121094
	Iteration 19Q: 3 clusters Score -2.784576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 200171 members 
Entering Unmasked Estep 
Score: -27845756.000000 Penalty: 6055.121094
	Iteration 20F: 3 clusters Score -2.784576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 200172 members 
Entering Unmasked Estep 
Score: -27845772.000000 Penalty: 6055.121094
	Iteration 21Q: 3 clusters Score -2.784577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 200171 members 
Entering Unmasked Estep 
Score: -27845768.000000 Penalty: 6055.121094
	Iteration 22Q: 3 clusters Score -2.784577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 200171 members 
Entering Unmasked Estep 
Score: -27845768.000000 Penalty: 6055.121094
	Iteration 23F: 3 clusters Score -2.784577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Entering Unmasked Estep 
Score: -707891.812500 Penalty: 2120.027588
	Iteration 0F: 2 clusters Score -707891.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -703194.875000 Penalty: 4240.055176
	Iteration 0F: 3 clusters Score -703194.9 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -704361.312500 Penalty: 4240.055176
	Iteration 1F: 3 clusters Score -704361.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -704604.312500 Penalty: 4240.055176
	Iteration 2F: 3 clusters Score -704604.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -704768.062500 Penalty: 4240.055176
	Iteration 3F: 3 clusters Score -704768.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -704875.687500 Penalty: 4240.055176
	Iteration 4Q: 3 clusters Score -704875.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -704978.875000 Penalty: 4240.055176
	Iteration 5Q: 3 clusters Score -704978.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -705073.125000 Penalty: 4240.055176
	Iteration 6Q: 3 clusters Score -705073.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -705156.125000 Penalty: 4240.055176
	Iteration 7Q: 3 clusters Score -705156.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -705227.000000 Penalty: 4240.055176
	Iteration 8Q: 3 clusters Score -705227 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -705287.375000 Penalty: 4240.055176
	Iteration 9Q: 3 clusters Score -705287.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -705349.562500 Penalty: 4240.055176
	Iteration 10Q: 3 clusters Score -705349.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -705406.750000 Penalty: 4240.055176
	Iteration 11Q: 3 clusters Score -705406.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -705466.937500 Penalty: 4240.055176
	Iteration 12Q: 3 clusters Score -705466.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -705524.062500 Penalty: 4240.055176
	Iteration 13Q: 3 clusters Score -705524.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -705567.062500 Penalty: 4240.055176
	Iteration 14Q: 3 clusters Score -705567.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -705601.562500 Penalty: 4240.055176
	Iteration 15Q: 3 clusters Score -705601.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -705632.000000 Penalty: 4240.055176
	Iteration 16Q: 3 clusters Score -705632 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -705656.750000 Penalty: 4240.055176
	Iteration 17Q: 3 clusters Score -705656.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -705678.750000 Penalty: 4240.055176
	Iteration 18Q: 3 clusters Score -705678.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -705700.437500 Penalty: 4240.055176
	Iteration 19Q: 3 clusters Score -705700.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -705715.437500 Penalty: 4240.055176
	Iteration 20F: 3 clusters Score -705715.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -705730.187500 Penalty: 4240.055176
	Iteration 21Q: 3 clusters Score -705730.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -705748.000000 Penalty: 4240.055176
	Iteration 22Q: 3 clusters Score -705748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -705764.937500 Penalty: 4240.055176
	Iteration 23Q: 3 clusters Score -705764.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -705782.187500 Penalty: 4240.055176
	Iteration 24Q: 3 clusters Score -705782.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -705797.250000 Penalty: 4240.055176
	Iteration 25Q: 3 clusters Score -705797.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -705810.000000 Penalty: 4240.055176
	Iteration 26Q: 3 clusters Score -705810 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -705828.187500 Penalty: 4240.055176
	Iteration 27Q: 3 clusters Score -705828.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -705845.437500 Penalty: 4240.055176
	Iteration 28Q: 3 clusters Score -705845.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -705865.687500 Penalty: 4240.055176
	Iteration 29Q: 3 clusters Score -705865.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -705879.125000 Penalty: 4240.055176
	Iteration 30Q: 3 clusters Score -705879.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -705892.937500 Penalty: 4240.055176
	Iteration 31Q: 3 clusters Score -705892.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -705904.000000 Penalty: 4240.055176
	Iteration 32Q: 3 clusters Score -705904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -705919.812500 Penalty: 4240.055176
	Iteration 33Q: 3 clusters Score -705919.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -705933.312500 Penalty: 4240.055176
	Iteration 34Q: 3 clusters Score -705933.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -705945.812500 Penalty: 4240.055176
	Iteration 35Q: 3 clusters Score -705945.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -705963.500000 Penalty: 4240.055176
	Iteration 36Q: 3 clusters Score -705963.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -705981.375000 Penalty: 4240.055176
	Iteration 37Q: 3 clusters Score -705981.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -705997.250000 Penalty: 4240.055176
	Iteration 38Q: 3 clusters Score -705997.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -706006.375000 Penalty: 4240.055176
	Iteration 39Q: 3 clusters Score -706006.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -706019.625000 Penalty: 4240.055176
	Iteration 40F: 3 clusters Score -706019.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -706045.000000 Penalty: 4240.055176
	Iteration 41Q: 3 clusters Score -706045 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -706075.750000 Penalty: 4240.055176
	Iteration 42Q: 3 clusters Score -706075.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -706100.687500 Penalty: 4240.055176
	Iteration 43Q: 3 clusters Score -706100.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -706138.187500 Penalty: 4240.055176
	Iteration 44Q: 3 clusters Score -706138.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -706191.250000 Penalty: 4240.055176
	Iteration 45Q: 3 clusters Score -706191.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -706259.312500 Penalty: 4240.055176
	Iteration 46Q: 3 clusters Score -706259.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -706350.625000 Penalty: 4240.055176
	Iteration 47Q: 3 clusters Score -706350.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -706438.500000 Penalty: 4240.055176
	Iteration 48Q: 3 clusters Score -706438.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -706509.375000 Penalty: 4240.055176
	Iteration 49Q: 3 clusters Score -706509.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -706577.312500 Penalty: 4240.055176
	Iteration 50Q: 3 clusters Score -706577.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -706643.500000 Penalty: 4240.055176
	Iteration 51Q: 3 clusters Score -706643.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -706683.687500 Penalty: 4240.055176
	Iteration 52Q: 3 clusters Score -706683.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -706705.687500 Penalty: 4240.055176
	Iteration 53Q: 3 clusters Score -706705.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -706718.750000 Penalty: 4240.055176
	Iteration 54Q: 3 clusters Score -706718.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -706729.750000 Penalty: 4240.055176
	Iteration 55Q: 3 clusters Score -706729.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -706738.125000 Penalty: 4240.055176
	Iteration 56Q: 3 clusters Score -706738.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -706741.875000 Penalty: 4240.055176
	Iteration 57Q: 3 clusters Score -706741.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -706746.937500 Penalty: 4240.055176
	Iteration 58Q: 3 clusters Score -706746.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -706750.687500 Penalty: 4240.055176
	Iteration 59Q: 3 clusters Score -706750.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -706751.812500 Penalty: 4240.055176
	Iteration 60F: 3 clusters Score -706751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -706751.687500 Penalty: 4240.055176
	Iteration 61Q: 3 clusters Score -706751.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -706751.875000 Penalty: 4240.055176
	Iteration 62Q: 3 clusters Score -706751.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -706753.125000 Penalty: 4240.055176
	Iteration 63Q: 3 clusters Score -706753.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -706753.750000 Penalty: 4240.055176
	Iteration 64Q: 3 clusters Score -706753.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -706754.687500 Penalty: 4240.055176
	Iteration 65Q: 3 clusters Score -706754.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -706754.562500 Penalty: 4240.055176
	Iteration 66Q: 3 clusters Score -706754.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -706756.375000 Penalty: 4240.055176
	Iteration 67Q: 3 clusters Score -706756.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -706755.687500 Penalty: 4240.055176
	Iteration 68Q: 3 clusters Score -706755.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -706755.687500 Penalty: 4240.055176
	Iteration 69F: 3 clusters Score -706755.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Entering Unmasked Estep 
Score: -1007821.875000 Penalty: 2213.248779
	Iteration 0F: 2 clusters Score -1007822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1001692.937500 Penalty: 4426.497559
	Iteration 0F: 3 clusters Score -1001693 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1003387.250000 Penalty: 4426.497559
	Iteration 1F: 3 clusters Score -1003387 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1003698.812500 Penalty: 4426.497559
	Iteration 2F: 3 clusters Score -1003699 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1003934.000000 Penalty: 4426.497559
	Iteration 3F: 3 clusters Score -1003934 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1004125.125000 Penalty: 4426.497559
	Iteration 4Q: 3 clusters Score -1004125 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1004298.812500 Penalty: 4426.497559
	Iteration 5Q: 3 clusters Score -1004299 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1004501.500000 Penalty: 4426.497559
	Iteration 6Q: 3 clusters Score -1004502 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1004761.812500 Penalty: 4426.497559
	Iteration 7Q: 3 clusters Score -1004762 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1005038.750000 Penalty: 4426.497559
	Iteration 8Q: 3 clusters Score -1005039 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1005308.375000 Penalty: 4426.497559
	Iteration 9Q: 3 clusters Score -1005308 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1005537.875000 Penalty: 4426.497559
	Iteration 10Q: 3 clusters Score -1005538 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1005737.812500 Penalty: 4426.497559
	Iteration 11Q: 3 clusters Score -1005738 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1005891.750000 Penalty: 4426.497559
	Iteration 12Q: 3 clusters Score -1005892 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1006037.500000 Penalty: 4426.497559
	Iteration 13Q: 3 clusters Score -1006038 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1006151.000000 Penalty: 4426.497559
	Iteration 14Q: 3 clusters Score -1006151 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1006254.750000 Penalty: 4426.497559
	Iteration 15Q: 3 clusters Score -1006255 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1006337.500000 Penalty: 4426.497559
	Iteration 16Q: 3 clusters Score -1006338 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1006406.875000 Penalty: 4426.497559
	Iteration 17Q: 3 clusters Score -1006407 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1006461.750000 Penalty: 4426.497559
	Iteration 18Q: 3 clusters Score -1006462 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1006526.875000 Penalty: 4426.497559
	Iteration 19Q: 3 clusters Score -1006527 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1006594.187500 Penalty: 4426.497559
	Iteration 20F: 3 clusters Score -1006594 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1006646.375000 Penalty: 4426.497559
	Iteration 21Q: 3 clusters Score -1006646 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1006680.750000 Penalty: 4426.497559
	Iteration 22Q: 3 clusters Score -1006681 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1006735.500000 Penalty: 4426.497559
	Iteration 23Q: 3 clusters Score -1006736 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1006789.562500 Penalty: 4426.497559
	Iteration 24Q: 3 clusters Score -1006790 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1006843.687500 Penalty: 4426.497559
	Iteration 25Q: 3 clusters Score -1006844 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1006892.812500 Penalty: 4426.497559
	Iteration 26Q: 3 clusters Score -1006893 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1006923.312500 Penalty: 4426.497559
	Iteration 27Q: 3 clusters Score -1006923 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1006952.375000 Penalty: 4426.497559
	Iteration 28Q: 3 clusters Score -1006952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1006975.812500 Penalty: 4426.497559
	Iteration 29Q: 3 clusters Score -1006976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1006995.125000 Penalty: 4426.497559
	Iteration 30Q: 3 clusters Score -1006995 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1007010.562500 Penalty: 4426.497559
	Iteration 31Q: 3 clusters Score -1007011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1007027.437500 Penalty: 4426.497559
	Iteration 32Q: 3 clusters Score -1007027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1007036.687500 Penalty: 4426.497559
	Iteration 33Q: 3 clusters Score -1007037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1007044.562500 Penalty: 4426.497559
	Iteration 34Q: 3 clusters Score -1007045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1007052.562500 Penalty: 4426.497559
	Iteration 35Q: 3 clusters Score -1007053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1007058.187500 Penalty: 4426.497559
	Iteration 36Q: 3 clusters Score -1007058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1007065.750000 Penalty: 4426.497559
	Iteration 37Q: 3 clusters Score -1007066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1007068.187500 Penalty: 4426.497559
	Iteration 38Q: 3 clusters Score -1007068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1007067.187500 Penalty: 4426.497559
	Iteration 39Q: 3 clusters Score -1007067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1007067.187500 Penalty: 4426.497559
	Iteration 40F: 3 clusters Score -1007067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -963766.250000 Penalty: 2202.005615
	Iteration 0F: 2 clusters Score -963766.2 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 3610 members 
Entering Unmasked Estep 
Score: -957893.000000 Penalty: 4404.011230
	Iteration 0F: 3 clusters Score -957893 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -959868.312500 Penalty: 4404.011230
	Iteration 1F: 3 clusters Score -959868.3 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -960420.125000 Penalty: 4404.011230
	Iteration 2F: 3 clusters Score -960420.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -960920.562500 Penalty: 4404.011230
	Iteration 3F: 3 clusters Score -960920.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -961429.625000 Penalty: 4404.011230
	Iteration 4F: 3 clusters Score -961429.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -961879.437500 Penalty: 4404.011230
	Iteration 5F: 3 clusters Score -961879.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -962156.812500 Penalty: 4404.011230
	Iteration 6F: 3 clusters Score -962156.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -962338.375000 Penalty: 4404.011230
	Iteration 7Q: 3 clusters Score -962338.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -962476.125000 Penalty: 4404.011230
	Iteration 8Q: 3 clusters Score -962476.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -962579.625000 Penalty: 4404.011230
	Iteration 9Q: 3 clusters Score -962579.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -962646.125000 Penalty: 4404.011230
	Iteration 10Q: 3 clusters Score -962646.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -962707.687500 Penalty: 4404.011230
	Iteration 11Q: 3 clusters Score -962707.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -962750.062500 Penalty: 4404.011230
	Iteration 12Q: 3 clusters Score -962750.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -962788.000000 Penalty: 4404.011230
	Iteration 13Q: 3 clusters Score -962788 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -962816.000000 Penalty: 4404.011230
	Iteration 14Q: 3 clusters Score -962816 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -962836.312500 Penalty: 4404.011230
	Iteration 15Q: 3 clusters Score -962836.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -962853.000000 Penalty: 4404.011230
	Iteration 16Q: 3 clusters Score -962853 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -962869.062500 Penalty: 4404.011230
	Iteration 17Q: 3 clusters Score -962869.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -962886.375000 Penalty: 4404.011230
	Iteration 18Q: 3 clusters Score -962886.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -962902.125000 Penalty: 4404.011230
	Iteration 19Q: 3 clusters Score -962902.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -962916.062500 Penalty: 4404.011230
	Iteration 20F: 3 clusters Score -962916.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -962926.437500 Penalty: 4404.011230
	Iteration 21Q: 3 clusters Score -962926.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -962938.750000 Penalty: 4404.011230
	Iteration 22Q: 3 clusters Score -962938.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -962943.625000 Penalty: 4404.011230
	Iteration 23Q: 3 clusters Score -962943.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -962946.812500 Penalty: 4404.011230
	Iteration 24Q: 3 clusters Score -962946.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -962949.500000 Penalty: 4404.011230
	Iteration 25Q: 3 clusters Score -962949.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -962952.375000 Penalty: 4404.011230
	Iteration 26Q: 3 clusters Score -962952.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -962955.687500 Penalty: 4404.011230
	Iteration 27Q: 3 clusters Score -962955.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -962958.687500 Penalty: 4404.011230
	Iteration 28Q: 3 clusters Score -962958.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -962959.937500 Penalty: 4404.011230
	Iteration 29Q: 3 clusters Score -962959.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -962961.125000 Penalty: 4404.011230
	Iteration 30Q: 3 clusters Score -962961.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -962961.625000 Penalty: 4404.011230
	Iteration 31Q: 3 clusters Score -962961.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -962964.750000 Penalty: 4404.011230
	Iteration 32Q: 3 clusters Score -962964.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -962968.250000 Penalty: 4404.011230
	Iteration 33Q: 3 clusters Score -962968.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -962968.812500 Penalty: 4404.011230
	Iteration 34Q: 3 clusters Score -962968.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -962969.187500 Penalty: 4404.011230
	Iteration 35Q: 3 clusters Score -962969.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -962972.062500 Penalty: 4404.011230
	Iteration 36Q: 3 clusters Score -962972.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -962971.437500 Penalty: 4404.011230
	Iteration 37Q: 3 clusters Score -962971.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -962970.000000 Penalty: 4404.011230
	Iteration 38Q: 3 clusters Score -962970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -962971.312500 Penalty: 4404.011230
	Iteration 39Q: 3 clusters Score -962971.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -962971.312500 Penalty: 4404.011230
	Iteration 40F: 3 clusters Score -962971.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Entering Unmasked Estep 
Score: -749397.437500 Penalty: 2156.693115
	Iteration 0F: 2 clusters Score -749397.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -744247.000000 Penalty: 4313.386230
	Iteration 0F: 3 clusters Score -744247 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -745691.687500 Penalty: 4313.386230
	Iteration 1F: 3 clusters Score -745691.7 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -746234.625000 Penalty: 4313.386230
	Iteration 2F: 3 clusters Score -746234.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -746734.625000 Penalty: 4313.386230
	Iteration 3F: 3 clusters Score -746734.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -747222.187500 Penalty: 4313.386230
	Iteration 4F: 3 clusters Score -747222.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -747675.812500 Penalty: 4313.386230
	Iteration 5F: 3 clusters Score -747675.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -748006.562500 Penalty: 4313.386230
	Iteration 6F: 3 clusters Score -748006.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -748286.437500 Penalty: 4313.386230
	Iteration 7Q: 3 clusters Score -748286.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -748503.625000 Penalty: 4313.386230
	Iteration 8Q: 3 clusters Score -748503.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -748657.687500 Penalty: 4313.386230
	Iteration 9Q: 3 clusters Score -748657.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -748769.375000 Penalty: 4313.386230
	Iteration 10Q: 3 clusters Score -748769.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -748836.625000 Penalty: 4313.386230
	Iteration 11Q: 3 clusters Score -748836.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -748897.375000 Penalty: 4313.386230
	Iteration 12Q: 3 clusters Score -748897.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -748957.375000 Penalty: 4313.386230
	Iteration 13Q: 3 clusters Score -748957.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -749021.312500 Penalty: 4313.386230
	Iteration 14Q: 3 clusters Score -749021.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -749077.437500 Penalty: 4313.386230
	Iteration 15Q: 3 clusters Score -749077.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -749126.062500 Penalty: 4313.386230
	Iteration 16Q: 3 clusters Score -749126.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -749182.500000 Penalty: 4313.386230
	Iteration 17Q: 3 clusters Score -749182.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -749229.625000 Penalty: 4313.386230
	Iteration 18Q: 3 clusters Score -749229.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -749272.062500 Penalty: 4313.386230
	Iteration 19Q: 3 clusters Score -749272.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -749306.187500 Penalty: 4313.386230
	Iteration 20F: 3 clusters Score -749306.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -749347.187500 Penalty: 4313.386230
	Iteration 21Q: 3 clusters Score -749347.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -749399.625000 Penalty: 4313.386230
	Iteration 22Q: 3 clusters Score -749399.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -749457.187500 Penalty: 4313.386230
	Iteration 23Q: 3 clusters Score -749457.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -749489.375000 Penalty: 4313.386230
	Iteration 24Q: 3 clusters Score -749489.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -749512.125000 Penalty: 4313.386230
	Iteration 25Q: 3 clusters Score -749512.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -749525.312500 Penalty: 4313.386230
	Iteration 26Q: 3 clusters Score -749525.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -749534.250000 Penalty: 4313.386230
	Iteration 27Q: 3 clusters Score -749534.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -749549.750000 Penalty: 4313.386230
	Iteration 28Q: 3 clusters Score -749549.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -749554.437500 Penalty: 4313.386230
	Iteration 29Q: 3 clusters Score -749554.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -749558.625000 Penalty: 4313.386230
	Iteration 30Q: 3 clusters Score -749558.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -749559.312500 Penalty: 4313.386230
	Iteration 31Q: 3 clusters Score -749559.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -749561.687500 Penalty: 4313.386230
	Iteration 32Q: 3 clusters Score -749561.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -749562.000000 Penalty: 4313.386230
	Iteration 33Q: 3 clusters Score -749562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -749562.500000 Penalty: 4313.386230
	Iteration 34Q: 3 clusters Score -749562.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -749563.875000 Penalty: 4313.386230
	Iteration 35Q: 3 clusters Score -749563.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -749564.000000 Penalty: 4313.386230
	Iteration 36Q: 3 clusters Score -749564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -749564.562500 Penalty: 4313.386230
	Iteration 37Q: 3 clusters Score -749564.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -749564.750000 Penalty: 4313.386230
	Iteration 38Q: 3 clusters Score -749564.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -749564.750000 Penalty: 4313.386230
	Iteration 39F: 3 clusters Score -749564.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 23544 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 49852 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 200367 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 2639 members 
Mstep: Class 13 contains 11111 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 143395 members 
Mstep: Class 19 contains 155374 members 
Mstep: Class 20 contains 32322 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 38513 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 48196 members 
Mstep: Class 25 contains 68436 members 
Mstep: Class 26 contains 43160 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48154 members 
Mstep: Class 30 contains 296 members 
Mstep: Class 31 contains 3342 members 
Entering Unmasked Estep 
Score: -142953088.000000 Penalty: 106614.398438
Splitting cluster 12 changes total score from -142954304.000000 to -142953088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (11111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Entering Unmasked Estep 
Score: -1548894.250000 Penalty: 2310.291260
	Iteration 0F: 2 clusters Score -1548894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1540443.750000 Penalty: 4620.582520
	Iteration 0F: 3 clusters Score -1540444 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1542908.250000 Penalty: 4620.582520
	Iteration 1F: 3 clusters Score -1542908 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1543259.875000 Penalty: 4620.582520
	Iteration 2F: 3 clusters Score -1543260 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1543517.125000 Penalty: 4620.582520
	Iteration 3F: 3 clusters Score -1543517 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1543723.375000 Penalty: 4620.582520
	Iteration 4Q: 3 clusters Score -1543723 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1543911.250000 Penalty: 4620.582520
	Iteration 5Q: 3 clusters Score -1543911 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1544067.750000 Penalty: 4620.582520
	Iteration 6Q: 3 clusters Score -1544068 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1544254.375000 Penalty: 4620.582520
	Iteration 7Q: 3 clusters Score -1544254 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1544481.125000 Penalty: 4620.582520
	Iteration 8Q: 3 clusters Score -1544481 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1544742.375000 Penalty: 4620.582520
	Iteration 9Q: 3 clusters Score -1544742 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1545044.625000 Penalty: 4620.582520
	Iteration 10Q: 3 clusters Score -1545045 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1545410.125000 Penalty: 4620.582520
	Iteration 11Q: 3 clusters Score -1545410 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1545799.125000 Penalty: 4620.582520
	Iteration 12Q: 3 clusters Score -1545799 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1546131.875000 Penalty: 4620.582520
	Iteration 13Q: 3 clusters Score -1546132 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1546383.875000 Penalty: 4620.582520
	Iteration 14Q: 3 clusters Score -1546384 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1546571.500000 Penalty: 4620.582520
	Iteration 15Q: 3 clusters Score -1546572 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1546689.500000 Penalty: 4620.582520
	Iteration 16Q: 3 clusters Score -1546690 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1546760.875000 Penalty: 4620.582520
	Iteration 17Q: 3 clusters Score -1546761 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1546801.750000 Penalty: 4620.582520
	Iteration 18Q: 3 clusters Score -1546802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1546837.625000 Penalty: 4620.582520
	Iteration 19Q: 3 clusters Score -1546838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1546871.250000 Penalty: 4620.582520
	Iteration 20F: 3 clusters Score -1546871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1546891.125000 Penalty: 4620.582520
	Iteration 21Q: 3 clusters Score -1546891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1546908.000000 Penalty: 4620.582520
	Iteration 22Q: 3 clusters Score -1546908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1546915.875000 Penalty: 4620.582520
	Iteration 23Q: 3 clusters Score -1546916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1546923.000000 Penalty: 4620.582520
	Iteration 24Q: 3 clusters Score -1546923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1546927.625000 Penalty: 4620.582520
	Iteration 25Q: 3 clusters Score -1546928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1546928.625000 Penalty: 4620.582520
	Iteration 26Q: 3 clusters Score -1546929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1546929.375000 Penalty: 4620.582520
	Iteration 27Q: 3 clusters Score -1546929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1546928.500000 Penalty: 4620.582520
	Iteration 28Q: 3 clusters Score -1546928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1546931.750000 Penalty: 4620.582520
	Iteration 29Q: 3 clusters Score -1546932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1546933.625000 Penalty: 4620.582520
	Iteration 30Q: 3 clusters Score -1546934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1546937.625000 Penalty: 4620.582520
	Iteration 31Q: 3 clusters Score -1546938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1546939.500000 Penalty: 4620.582520
	Iteration 32Q: 3 clusters Score -1546940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1546941.750000 Penalty: 4620.582520
	Iteration 33Q: 3 clusters Score -1546942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1546942.000000 Penalty: 4620.582520
	Iteration 34Q: 3 clusters Score -1546942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1546942.000000 Penalty: 4620.582520
	Iteration 35F: 3 clusters Score -1546942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Entering Unmasked Estep 
Score: -1249626.125000 Penalty: 2264.990723
	Iteration 0F: 2 clusters Score -1249626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1242396.500000 Penalty: 4529.981445
	Iteration 0F: 3 clusters Score -1242396 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1244653.125000 Penalty: 4529.981445
	Iteration 1F: 3 clusters Score -1244653 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1245030.750000 Penalty: 4529.981445
	Iteration 2F: 3 clusters Score -1245031 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1245330.875000 Penalty: 4529.981445
	Iteration 3F: 3 clusters Score -1245331 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1245647.500000 Penalty: 4529.981445
	Iteration 4F: 3 clusters Score -1245648 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1245970.625000 Penalty: 4529.981445
	Iteration 5Q: 3 clusters Score -1245971 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1246259.750000 Penalty: 4529.981445
	Iteration 6Q: 3 clusters Score -1246260 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1246511.375000 Penalty: 4529.981445
	Iteration 7Q: 3 clusters Score -1246511 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1246722.250000 Penalty: 4529.981445
	Iteration 8Q: 3 clusters Score -1246722 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1246965.750000 Penalty: 4529.981445
	Iteration 9Q: 3 clusters Score -1246966 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1247251.125000 Penalty: 4529.981445
	Iteration 10Q: 3 clusters Score -1247251 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1247531.125000 Penalty: 4529.981445
	Iteration 11Q: 3 clusters Score -1247531 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1247792.875000 Penalty: 4529.981445
	Iteration 12Q: 3 clusters Score -1247793 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1248030.375000 Penalty: 4529.981445
	Iteration 13Q: 3 clusters Score -1248030 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1248201.375000 Penalty: 4529.981445
	Iteration 14Q: 3 clusters Score -1248201 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1248291.250000 Penalty: 4529.981445
	Iteration 15Q: 3 clusters Score -1248291 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1248346.375000 Penalty: 4529.981445
	Iteration 16Q: 3 clusters Score -1248346 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1248376.750000 Penalty: 4529.981445
	Iteration 17Q: 3 clusters Score -1248377 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1248392.500000 Penalty: 4529.981445
	Iteration 18Q: 3 clusters Score -1248392 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1248407.250000 Penalty: 4529.981445
	Iteration 19Q: 3 clusters Score -1248407 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1248417.125000 Penalty: 4529.981445
	Iteration 20F: 3 clusters Score -1248417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1248422.125000 Penalty: 4529.981445
	Iteration 21Q: 3 clusters Score -1248422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1248428.750000 Penalty: 4529.981445
	Iteration 22Q: 3 clusters Score -1248429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1248434.375000 Penalty: 4529.981445
	Iteration 23Q: 3 clusters Score -1248434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1248434.875000 Penalty: 4529.981445
	Iteration 24Q: 3 clusters Score -1248435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1248440.500000 Penalty: 4529.981445
	Iteration 25Q: 3 clusters Score -1248440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1248442.500000 Penalty: 4529.981445
	Iteration 26Q: 3 clusters Score -1248442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1248441.625000 Penalty: 4529.981445
	Iteration 27Q: 3 clusters Score -1248442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1248441.875000 Penalty: 4529.981445
	Iteration 28Q: 3 clusters Score -1248442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1248442.250000 Penalty: 4529.981445
	Iteration 29Q: 3 clusters Score -1248442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1248443.500000 Penalty: 4529.981445
	Iteration 30Q: 3 clusters Score -1248444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1248444.000000 Penalty: 4529.981445
	Iteration 31Q: 3 clusters Score -1248444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1248444.750000 Penalty: 4529.981445
	Iteration 32Q: 3 clusters Score -1248445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1248443.250000 Penalty: 4529.981445
	Iteration 33Q: 3 clusters Score -1248443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1248448.750000 Penalty: 4529.981445
	Iteration 34Q: 3 clusters Score -1248449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1248447.000000 Penalty: 4529.981445
	Iteration 35Q: 3 clusters Score -1248447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1248447.625000 Penalty: 4529.981445
	Iteration 36Q: 3 clusters Score -1248448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1248449.125000 Penalty: 4529.981445
	Iteration 37Q: 3 clusters Score -1248449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1248449.125000 Penalty: 4529.981445
	Iteration 38Q: 3 clusters Score -1248449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1248452.750000 Penalty: 4529.981445
	Iteration 39Q: 3 clusters Score -1248453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1248453.875000 Penalty: 4529.981445
	Iteration 40F: 3 clusters Score -1248454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1248456.125000 Penalty: 4529.981445
	Iteration 41Q: 3 clusters Score -1248456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1248454.125000 Penalty: 4529.981445
	Iteration 42Q: 3 clusters Score -1248454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1248455.250000 Penalty: 4529.981445
	Iteration 43Q: 3 clusters Score -1248455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1248457.625000 Penalty: 4529.981445
	Iteration 44Q: 3 clusters Score -1248458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1248457.750000 Penalty: 4529.981445
	Iteration 45Q: 3 clusters Score -1248458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1248461.125000 Penalty: 4529.981445
	Iteration 46Q: 3 clusters Score -1248461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1248459.875000 Penalty: 4529.981445
	Iteration 47Q: 3 clusters Score -1248460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1248458.000000 Penalty: 4529.981445
	Iteration 48Q: 3 clusters Score -1248458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1248458.000000 Penalty: 4529.981445
	Iteration 49F: 3 clusters Score -1248458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Entering Unmasked Estep 
Score: -1141283.250000 Penalty: 2239.325195
	Iteration 0F: 2 clusters Score -1141283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1134650.000000 Penalty: 4478.650391
	Iteration 0F: 3 clusters Score -1134650 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1136537.250000 Penalty: 4478.650391
	Iteration 1F: 3 clusters Score -1136537 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1136897.125000 Penalty: 4478.650391
	Iteration 2F: 3 clusters Score -1136897 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1137205.125000 Penalty: 4478.650391
	Iteration 3F: 3 clusters Score -1137205 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1137474.250000 Penalty: 4478.650391
	Iteration 4F: 3 clusters Score -1137474 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1137766.750000 Penalty: 4478.650391
	Iteration 5Q: 3 clusters Score -1137767 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1138042.750000 Penalty: 4478.650391
	Iteration 6Q: 3 clusters Score -1138043 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1138239.625000 Penalty: 4478.650391
	Iteration 7Q: 3 clusters Score -1138240 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1138401.500000 Penalty: 4478.650391
	Iteration 8Q: 3 clusters Score -1138402 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1138535.875000 Penalty: 4478.650391
	Iteration 9Q: 3 clusters Score -1138536 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1138638.750000 Penalty: 4478.650391
	Iteration 10Q: 3 clusters Score -1138639 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1138702.750000 Penalty: 4478.650391
	Iteration 11Q: 3 clusters Score -1138703 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1138771.250000 Penalty: 4478.650391
	Iteration 12Q: 3 clusters Score -1138771 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1138828.375000 Penalty: 4478.650391
	Iteration 13Q: 3 clusters Score -1138828 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1138891.875000 Penalty: 4478.650391
	Iteration 14Q: 3 clusters Score -1138892 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1138950.500000 Penalty: 4478.650391
	Iteration 15Q: 3 clusters Score -1138950 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1138998.375000 Penalty: 4478.650391
	Iteration 16Q: 3 clusters Score -1138998 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1139045.125000 Penalty: 4478.650391
	Iteration 17Q: 3 clusters Score -1139045 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1139084.500000 Penalty: 4478.650391
	Iteration 18Q: 3 clusters Score -1139084 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1139124.375000 Penalty: 4478.650391
	Iteration 19Q: 3 clusters Score -1139124 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1139156.000000 Penalty: 4478.650391
	Iteration 20F: 3 clusters Score -1139156 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1139178.000000 Penalty: 4478.650391
	Iteration 21Q: 3 clusters Score -1139178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1139193.625000 Penalty: 4478.650391
	Iteration 22Q: 3 clusters Score -1139194 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1139223.875000 Penalty: 4478.650391
	Iteration 23Q: 3 clusters Score -1139224 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1139239.625000 Penalty: 4478.650391
	Iteration 24Q: 3 clusters Score -1139240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1139262.500000 Penalty: 4478.650391
	Iteration 25Q: 3 clusters Score -1139262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1139276.375000 Penalty: 4478.650391
	Iteration 26Q: 3 clusters Score -1139276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1139288.500000 Penalty: 4478.650391
	Iteration 27Q: 3 clusters Score -1139288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1139301.000000 Penalty: 4478.650391
	Iteration 28Q: 3 clusters Score -1139301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1139314.375000 Penalty: 4478.650391
	Iteration 29Q: 3 clusters Score -1139314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1139330.375000 Penalty: 4478.650391
	Iteration 30Q: 3 clusters Score -1139330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1139348.875000 Penalty: 4478.650391
	Iteration 31Q: 3 clusters Score -1139349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1139365.250000 Penalty: 4478.650391
	Iteration 32Q: 3 clusters Score -1139365 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1139377.625000 Penalty: 4478.650391
	Iteration 33Q: 3 clusters Score -1139378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1139386.500000 Penalty: 4478.650391
	Iteration 34Q: 3 clusters Score -1139386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1139399.625000 Penalty: 4478.650391
	Iteration 35Q: 3 clusters Score -1139400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1139407.250000 Penalty: 4478.650391
	Iteration 36Q: 3 clusters Score -1139407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1139419.250000 Penalty: 4478.650391
	Iteration 37Q: 3 clusters Score -1139419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1139431.500000 Penalty: 4478.650391
	Iteration 38Q: 3 clusters Score -1139432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1139438.000000 Penalty: 4478.650391
	Iteration 39Q: 3 clusters Score -1139438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1139440.375000 Penalty: 4478.650391
	Iteration 40F: 3 clusters Score -1139440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1139442.125000 Penalty: 4478.650391
	Iteration 41Q: 3 clusters Score -1139442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1139446.625000 Penalty: 4478.650391
	Iteration 42Q: 3 clusters Score -1139447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1139452.000000 Penalty: 4478.650391
	Iteration 43Q: 3 clusters Score -1139452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1139452.500000 Penalty: 4478.650391
	Iteration 44Q: 3 clusters Score -1139452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1139453.250000 Penalty: 4478.650391
	Iteration 45Q: 3 clusters Score -1139453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1139454.250000 Penalty: 4478.650391
	Iteration 46Q: 3 clusters Score -1139454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1139458.750000 Penalty: 4478.650391
	Iteration 47Q: 3 clusters Score -1139459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1139462.875000 Penalty: 4478.650391
	Iteration 48Q: 3 clusters Score -1139463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1139474.125000 Penalty: 4478.650391
	Iteration 49Q: 3 clusters Score -1139474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1139480.750000 Penalty: 4478.650391
	Iteration 50Q: 3 clusters Score -1139481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1139483.500000 Penalty: 4478.650391
	Iteration 51Q: 3 clusters Score -1139484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1139487.625000 Penalty: 4478.650391
	Iteration 52Q: 3 clusters Score -1139488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1139486.625000 Penalty: 4478.650391
	Iteration 53Q: 3 clusters Score -1139487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1139487.750000 Penalty: 4478.650391
	Iteration 54Q: 3 clusters Score -1139488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1139488.250000 Penalty: 4478.650391
	Iteration 55Q: 3 clusters Score -1139488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1139488.250000 Penalty: 4478.650391
	Iteration 56F: 3 clusters Score -1139488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Entering Unmasked Estep 
Score: -3370556.750000 Penalty: 2507.917969
	Iteration 0F: 2 clusters Score -3370557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -3353535.250000 Penalty: 5015.835938
	Iteration 0F: 3 clusters Score -3353535 nChanged 10985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -3359699.750000 Penalty: 5015.835938
	Iteration 1F: 3 clusters Score -3359700 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -3360628.750000 Penalty: 5015.835938
	Iteration 2F: 3 clusters Score -3360629 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -3361858.250000 Penalty: 5015.835938
	Iteration 3F: 3 clusters Score -3361858 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -3363448.750000 Penalty: 5015.835938
	Iteration 4F: 3 clusters Score -3363449 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -3365070.000000 Penalty: 5015.835938
	Iteration 5F: 3 clusters Score -3365070 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -3366504.500000 Penalty: 5015.835938
	Iteration 6F: 3 clusters Score -3366504 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -3367681.500000 Penalty: 5015.835938
	Iteration 7F: 3 clusters Score -3367682 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -3368599.000000 Penalty: 5015.835938
	Iteration 8Q: 3 clusters Score -3368599 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -3369198.500000 Penalty: 5015.835938
	Iteration 9Q: 3 clusters Score -3369198 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -3369532.500000 Penalty: 5015.835938
	Iteration 10Q: 3 clusters Score -3369532 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -3369700.250000 Penalty: 5015.835938
	Iteration 11Q: 3 clusters Score -3369700 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -3369796.500000 Penalty: 5015.835938
	Iteration 12Q: 3 clusters Score -3369796 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -3369898.000000 Penalty: 5015.835938
	Iteration 13Q: 3 clusters Score -3369898 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -3370033.500000 Penalty: 5015.835938
	Iteration 14Q: 3 clusters Score -3370034 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -3370159.500000 Penalty: 5015.835938
	Iteration 15Q: 3 clusters Score -3370160 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -3370248.750000 Penalty: 5015.835938
	Iteration 16Q: 3 clusters Score -3370249 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -3370308.000000 Penalty: 5015.835938
	Iteration 17Q: 3 clusters Score -3370308 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -3370343.500000 Penalty: 5015.835938
	Iteration 18Q: 3 clusters Score -3370344 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -3370354.750000 Penalty: 5015.835938
	Iteration 19Q: 3 clusters Score -3370355 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -3370355.750000 Penalty: 5015.835938
	Iteration 20F: 3 clusters Score -3370356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -3370375.250000 Penalty: 5015.835938
	Iteration 21Q: 3 clusters Score -3370375 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -3370375.750000 Penalty: 5015.835938
	Iteration 22Q: 3 clusters Score -3370376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3370383.250000 Penalty: 5015.835938
	Iteration 23Q: 3 clusters Score -3370383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -3370376.250000 Penalty: 5015.835938
	Iteration 24Q: 3 clusters Score -3370376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -3370377.750000 Penalty: 5015.835938
	Iteration 25Q: 3 clusters Score -3370378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -3370374.500000 Penalty: 5015.835938
	Iteration 26Q: 3 clusters Score -3370374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -3370378.000000 Penalty: 5015.835938
	Iteration 27Q: 3 clusters Score -3370378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -3370379.500000 Penalty: 5015.835938
	Iteration 28Q: 3 clusters Score -3370380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -3370378.500000 Penalty: 5015.835938
	Iteration 29Q: 3 clusters Score -3370378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -3370376.500000 Penalty: 5015.835938
	Iteration 30Q: 3 clusters Score -3370376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3370375.750000 Penalty: 5015.835938
	Iteration 31Q: 3 clusters Score -3370376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3370375.750000 Penalty: 5015.835938
	Iteration 32F: 3 clusters Score -3370376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Entering Unmasked Estep 
Score: -385609.312500 Penalty: 1979.130737
	Iteration 0F: 2 clusters Score -385609.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -382413.281250 Penalty: 3958.261475
	Iteration 0F: 3 clusters Score -382413.3 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -383106.187500 Penalty: 3958.261475
	Iteration 1F: 3 clusters Score -383106.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -383283.625000 Penalty: 3958.261475
	Iteration 2F: 3 clusters Score -383283.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -383400.156250 Penalty: 3958.261475
	Iteration 3Q: 3 clusters Score -383400.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -383467.687500 Penalty: 3958.261475
	Iteration 4Q: 3 clusters Score -383467.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -383524.000000 Penalty: 3958.261475
	Iteration 5Q: 3 clusters Score -383524 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -383562.843750 Penalty: 3958.261475
	Iteration 6Q: 3 clusters Score -383562.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -383599.656250 Penalty: 3958.261475
	Iteration 7Q: 3 clusters Score -383599.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -383630.031250 Penalty: 3958.261475
	Iteration 8Q: 3 clusters Score -383630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -383658.187500 Penalty: 3958.261475
	Iteration 9Q: 3 clusters Score -383658.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -383682.093750 Penalty: 3958.261475
	Iteration 10Q: 3 clusters Score -383682.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -383704.875000 Penalty: 3958.261475
	Iteration 11Q: 3 clusters Score -383704.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -383739.500000 Penalty: 3958.261475
	Iteration 12Q: 3 clusters Score -383739.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -383769.531250 Penalty: 3958.261475
	Iteration 13Q: 3 clusters Score -383769.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -383805.812500 Penalty: 3958.261475
	Iteration 14Q: 3 clusters Score -383805.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -383826.312500 Penalty: 3958.261475
	Iteration 15Q: 3 clusters Score -383826.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -383842.718750 Penalty: 3958.261475
	Iteration 16Q: 3 clusters Score -383842.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -383853.843750 Penalty: 3958.261475
	Iteration 17Q: 3 clusters Score -383853.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -383865.000000 Penalty: 3958.261475
	Iteration 18Q: 3 clusters Score -383865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -383878.187500 Penalty: 3958.261475
	Iteration 19Q: 3 clusters Score -383878.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -383891.000000 Penalty: 3958.261475
	Iteration 20F: 3 clusters Score -383891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -383902.468750 Penalty: 3958.261475
	Iteration 21Q: 3 clusters Score -383902.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -383912.125000 Penalty: 3958.261475
	Iteration 22Q: 3 clusters Score -383912.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -383922.937500 Penalty: 3958.261475
	Iteration 23Q: 3 clusters Score -383922.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -383930.437500 Penalty: 3958.261475
	Iteration 24Q: 3 clusters Score -383930.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -383937.531250 Penalty: 3958.261475
	Iteration 25Q: 3 clusters Score -383937.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -383944.218750 Penalty: 3958.261475
	Iteration 26Q: 3 clusters Score -383944.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -383949.031250 Penalty: 3958.261475
	Iteration 27Q: 3 clusters Score -383949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -383955.562500 Penalty: 3958.261475
	Iteration 28Q: 3 clusters Score -383955.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -383963.750000 Penalty: 3958.261475
	Iteration 29Q: 3 clusters Score -383963.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -383971.562500 Penalty: 3958.261475
	Iteration 30Q: 3 clusters Score -383971.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -383977.500000 Penalty: 3958.261475
	Iteration 31Q: 3 clusters Score -383977.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -383983.062500 Penalty: 3958.261475
	Iteration 32Q: 3 clusters Score -383983.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -383987.656250 Penalty: 3958.261475
	Iteration 33Q: 3 clusters Score -383987.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -383989.750000 Penalty: 3958.261475
	Iteration 34Q: 3 clusters Score -383989.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -383994.156250 Penalty: 3958.261475
	Iteration 35Q: 3 clusters Score -383994.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -383998.031250 Penalty: 3958.261475
	Iteration 36Q: 3 clusters Score -383998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -384001.125000 Penalty: 3958.261475
	Iteration 37Q: 3 clusters Score -384001.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -384003.937500 Penalty: 3958.261475
	Iteration 38Q: 3 clusters Score -384003.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -384005.312500 Penalty: 3958.261475
	Iteration 39Q: 3 clusters Score -384005.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -384008.468750 Penalty: 3958.261475
	Iteration 40F: 3 clusters Score -384008.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -384010.468750 Penalty: 3958.261475
	Iteration 41Q: 3 clusters Score -384010.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -384011.343750 Penalty: 3958.261475
	Iteration 42Q: 3 clusters Score -384011.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -384011.125000 Penalty: 3958.261475
	Iteration 43Q: 3 clusters Score -384011.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -384011.125000 Penalty: 3958.261475
	Iteration 44F: 3 clusters Score -384011.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (143395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143395 members 
Entering Unmasked Estep 
Score: -19849038.000000 Penalty: 2944.593018
	Iteration 0F: 2 clusters Score -1.984904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71487 members 
Mstep: Class 2 contains 71908 members 
Entering Unmasked Estep 
Score: -19755446.000000 Penalty: 5889.186035
	Iteration 0F: 3 clusters Score -1.975545e+07 nChanged 68220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69359 members 
Mstep: Class 2 contains 74036 members 
Entering Unmasked Estep 
Score: -19795122.000000 Penalty: 5889.186035
	Iteration 1F: 3 clusters Score -1.979512e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68341 members 
Mstep: Class 2 contains 75054 members 
Entering Unmasked Estep 
Score: -19796250.000000 Penalty: 5889.186035
	Iteration 2Q: 3 clusters Score -1.979625e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66805 members 
Mstep: Class 2 contains 76590 members 
Entering Unmasked Estep 
Score: -19797742.000000 Penalty: 5889.186035
	Iteration 3Q: 3 clusters Score -1.979774e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64547 members 
Mstep: Class 2 contains 78848 members 
Entering Unmasked Estep 
Score: -19799538.000000 Penalty: 5889.186035
	Iteration 4Q: 3 clusters Score -1.979954e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61264 members 
Mstep: Class 2 contains 82131 members 
Entering Unmasked Estep 
Score: -19802026.000000 Penalty: 5889.186035
	Iteration 5Q: 3 clusters Score -1.980203e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56740 members 
Mstep: Class 2 contains 86655 members 
Entering Unmasked Estep 
Score: -19805658.000000 Penalty: 5889.186035
	Iteration 6Q: 3 clusters Score -1.980566e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 92501 members 
Entering Unmasked Estep 
Score: -19810792.000000 Penalty: 5889.186035
	Iteration 7F: 3 clusters Score -1.981079e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 98980 members 
Entering Unmasked Estep 
Score: -19816536.000000 Penalty: 5889.186035
	Iteration 8F: 3 clusters Score -1.981654e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 105644 members 
Entering Unmasked Estep 
Score: -19822714.000000 Penalty: 5889.186035
	Iteration 9F: 3 clusters Score -1.982271e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 111555 members 
Entering Unmasked Estep 
Score: -19827926.000000 Penalty: 5889.186035
	Iteration 10F: 3 clusters Score -1.982793e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 116213 members 
Entering Unmasked Estep 
Score: -19831668.000000 Penalty: 5889.186035
	Iteration 11Q: 3 clusters Score -1.983167e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 119977 members 
Entering Unmasked Estep 
Score: -19834216.000000 Penalty: 5889.186035
	Iteration 12Q: 3 clusters Score -1.983422e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 123221 members 
Entering Unmasked Estep 
Score: -19836240.000000 Penalty: 5889.186035
	Iteration 13Q: 3 clusters Score -1.983624e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 126064 members 
Entering Unmasked Estep 
Score: -19837878.000000 Penalty: 5889.186035
	Iteration 14Q: 3 clusters Score -1.983788e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 128609 members 
Entering Unmasked Estep 
Score: -19839068.000000 Penalty: 5889.186035
	Iteration 15Q: 3 clusters Score -1.983907e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 130909 members 
Entering Unmasked Estep 
Score: -19840210.000000 Penalty: 5889.186035
	Iteration 16Q: 3 clusters Score -1.984021e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 132978 members 
Entering Unmasked Estep 
Score: -19841354.000000 Penalty: 5889.186035
	Iteration 17Q: 3 clusters Score -1.984135e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 134752 members 
Entering Unmasked Estep 
Score: -19842338.000000 Penalty: 5889.186035
	Iteration 18Q: 3 clusters Score -1.984234e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 136331 members 
Entering Unmasked Estep 
Score: -19843264.000000 Penalty: 5889.186035
	Iteration 19Q: 3 clusters Score -1.984326e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 137617 members 
Entering Unmasked Estep 
Score: -19843972.000000 Penalty: 5889.186035
	Iteration 20F: 3 clusters Score -1.984397e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 138698 members 
Entering Unmasked Estep 
Score: -19844504.000000 Penalty: 5889.186035
	Iteration 21Q: 3 clusters Score -1.98445e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 139547 members 
Entering Unmasked Estep 
Score: -19844986.000000 Penalty: 5889.186035
	Iteration 22Q: 3 clusters Score -1.984499e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 140209 members 
Entering Unmasked Estep 
Score: -19845324.000000 Penalty: 5889.186035
	Iteration 23Q: 3 clusters Score -1.984532e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 140716 members 
Entering Unmasked Estep 
Score: -19845638.000000 Penalty: 5889.186035
	Iteration 24Q: 3 clusters Score -1.984564e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 141113 members 
Entering Unmasked Estep 
Score: -19845840.000000 Penalty: 5889.186035
	Iteration 25Q: 3 clusters Score -1.984584e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 141372 members 
Entering Unmasked Estep 
Score: -19845916.000000 Penalty: 5889.186035
	Iteration 26Q: 3 clusters Score -1.984592e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 141549 members 
Entering Unmasked Estep 
Score: -19846024.000000 Penalty: 5889.186035
	Iteration 27Q: 3 clusters Score -1.984602e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 141691 members 
Entering Unmasked Estep 
Score: -19846120.000000 Penalty: 5889.186035
	Iteration 28Q: 3 clusters Score -1.984612e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 141821 members 
Entering Unmasked Estep 
Score: -19846172.000000 Penalty: 5889.186035
	Iteration 29Q: 3 clusters Score -1.984617e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 141892 members 
Entering Unmasked Estep 
Score: -19846220.000000 Penalty: 5889.186035
	Iteration 30Q: 3 clusters Score -1.984622e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 141957 members 
Entering Unmasked Estep 
Score: -19846278.000000 Penalty: 5889.186035
	Iteration 31Q: 3 clusters Score -1.984628e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 142030 members 
Entering Unmasked Estep 
Score: -19846332.000000 Penalty: 5889.186035
	Iteration 32Q: 3 clusters Score -1.984633e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 142092 members 
Entering Unmasked Estep 
Score: -19846392.000000 Penalty: 5889.186035
	Iteration 33Q: 3 clusters Score -1.984639e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 142141 members 
Entering Unmasked Estep 
Score: -19846396.000000 Penalty: 5889.186035
	Iteration 34Q: 3 clusters Score -1.98464e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 142184 members 
Entering Unmasked Estep 
Score: -19846426.000000 Penalty: 5889.186035
	Iteration 35Q: 3 clusters Score -1.984643e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 142224 members 
Entering Unmasked Estep 
Score: -19846468.000000 Penalty: 5889.186035
	Iteration 36Q: 3 clusters Score -1.984647e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 142255 members 
Entering Unmasked Estep 
Score: -19846478.000000 Penalty: 5889.186035
	Iteration 37Q: 3 clusters Score -1.984648e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 142280 members 
Entering Unmasked Estep 
Score: -19846488.000000 Penalty: 5889.186035
	Iteration 38Q: 3 clusters Score -1.984649e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 142302 members 
Entering Unmasked Estep 
Score: -19846494.000000 Penalty: 5889.186035
	Iteration 39Q: 3 clusters Score -1.984649e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 142322 members 
Entering Unmasked Estep 
Score: -19846514.000000 Penalty: 5889.186035
	Iteration 40F: 3 clusters Score -1.984651e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 142329 members 
Entering Unmasked Estep 
Score: -19846532.000000 Penalty: 5889.186035
	Iteration 41Q: 3 clusters Score -1.984653e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 142335 members 
Entering Unmasked Estep 
Score: -19846528.000000 Penalty: 5889.186035
	Iteration 42Q: 3 clusters Score -1.984653e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 142344 members 
Entering Unmasked Estep 
Score: -19846536.000000 Penalty: 5889.186035
	Iteration 43Q: 3 clusters Score -1.984654e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 142357 members 
Entering Unmasked Estep 
Score: -19846572.000000 Penalty: 5889.186035
	Iteration 44Q: 3 clusters Score -1.984657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 142366 members 
Entering Unmasked Estep 
Score: -19846570.000000 Penalty: 5889.186035
	Iteration 45Q: 3 clusters Score -1.984657e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 142370 members 
Entering Unmasked Estep 
Score: -19846574.000000 Penalty: 5889.186035
	Iteration 46Q: 3 clusters Score -1.984657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 142373 members 
Entering Unmasked Estep 
Score: -19846582.000000 Penalty: 5889.186035
	Iteration 47Q: 3 clusters Score -1.984658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 142379 members 
Entering Unmasked Estep 
Score: -19846600.000000 Penalty: 5889.186035
	Iteration 48Q: 3 clusters Score -1.98466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 142382 members 
Entering Unmasked Estep 
Score: -19846586.000000 Penalty: 5889.186035
	Iteration 49Q: 3 clusters Score -1.984659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 142384 members 
Entering Unmasked Estep 
Score: -19846598.000000 Penalty: 5889.186035
	Iteration 50Q: 3 clusters Score -1.98466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 142387 members 
Entering Unmasked Estep 
Score: -19846594.000000 Penalty: 5889.186035
	Iteration 51Q: 3 clusters Score -1.984659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 142391 members 
Entering Unmasked Estep 
Score: -19846602.000000 Penalty: 5889.186035
	Iteration 52Q: 3 clusters Score -1.98466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 142392 members 
Entering Unmasked Estep 
Score: -19846604.000000 Penalty: 5889.186035
	Iteration 53Q: 3 clusters Score -1.98466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 142393 members 
Entering Unmasked Estep 
Score: -19846592.000000 Penalty: 5889.186035
	Iteration 54Q: 3 clusters Score -1.984659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 142394 members 
Entering Unmasked Estep 
Score: -19846600.000000 Penalty: 5889.186035
	Iteration 55Q: 3 clusters Score -1.98466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 142394 members 
Entering Unmasked Estep 
Score: -19846600.000000 Penalty: 5889.186035
	Iteration 56F: 3 clusters Score -1.98466e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (155374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155374 members 
Entering Unmasked Estep 
Score: -21625680.000000 Penalty: 2964.490479
	Iteration 0F: 2 clusters Score -2.162568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77620 members 
Mstep: Class 2 contains 77754 members 
Entering Unmasked Estep 
Score: -21527950.000000 Penalty: 5928.980957
	Iteration 0F: 3 clusters Score -2.152795e+07 nChanged 74398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76566 members 
Mstep: Class 2 contains 78808 members 
Entering Unmasked Estep 
Score: -21570986.000000 Penalty: 5928.980957
	Iteration 1F: 3 clusters Score -2.157099e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75759 members 
Mstep: Class 2 contains 79615 members 
Entering Unmasked Estep 
Score: -21571608.000000 Penalty: 5928.980957
	Iteration 2Q: 3 clusters Score -2.157161e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74517 members 
Mstep: Class 2 contains 80857 members 
Entering Unmasked Estep 
Score: -21572500.000000 Penalty: 5928.980957
	Iteration 3Q: 3 clusters Score -2.15725e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72681 members 
Mstep: Class 2 contains 82693 members 
Entering Unmasked Estep 
Score: -21573530.000000 Penalty: 5928.980957
	Iteration 4Q: 3 clusters Score -2.157353e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69812 members 
Mstep: Class 2 contains 85562 members 
Entering Unmasked Estep 
Score: -21574994.000000 Penalty: 5928.980957
	Iteration 5Q: 3 clusters Score -2.157499e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65629 members 
Mstep: Class 2 contains 89745 members 
Entering Unmasked Estep 
Score: -21576676.000000 Penalty: 5928.980957
	Iteration 6Q: 3 clusters Score -2.157668e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 96057 members 
Entering Unmasked Estep 
Score: -21579808.000000 Penalty: 5928.980957
	Iteration 7Q: 3 clusters Score -2.157981e+07 nChanged 9361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 104720 members 
Entering Unmasked Estep 
Score: -21585298.000000 Penalty: 5928.980957
	Iteration 8F: 3 clusters Score -2.15853e+07 nChanged 11523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 115809 members 
Entering Unmasked Estep 
Score: -21593454.000000 Penalty: 5928.980957
	Iteration 9F: 3 clusters Score -2.159345e+07 nChanged 12421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 128014 members 
Entering Unmasked Estep 
Score: -21603282.000000 Penalty: 5928.980957
	Iteration 10F: 3 clusters Score -2.160328e+07 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 139199 members 
Entering Unmasked Estep 
Score: -21612006.000000 Penalty: 5928.980957
	Iteration 11F: 3 clusters Score -2.161201e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 147128 members 
Entering Unmasked Estep 
Score: -21617884.000000 Penalty: 5928.980957
	Iteration 12F: 3 clusters Score -2.161788e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 151367 members 
Entering Unmasked Estep 
Score: -21620852.000000 Penalty: 5928.980957
	Iteration 13Q: 3 clusters Score -2.162085e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 153306 members 
Entering Unmasked Estep 
Score: -21622082.000000 Penalty: 5928.980957
	Iteration 14Q: 3 clusters Score -2.162208e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 154059 members 
Entering Unmasked Estep 
Score: -21622648.000000 Penalty: 5928.980957
	Iteration 15Q: 3 clusters Score -2.162265e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 154333 members 
Entering Unmasked Estep 
Score: -21622952.000000 Penalty: 5928.980957
	Iteration 16Q: 3 clusters Score -2.162295e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 154464 members 
Entering Unmasked Estep 
Score: -21623100.000000 Penalty: 5928.980957
	Iteration 17Q: 3 clusters Score -2.16231e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 154530 members 
Entering Unmasked Estep 
Score: -21623196.000000 Penalty: 5928.980957
	Iteration 18Q: 3 clusters Score -2.16232e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 154569 members 
Entering Unmasked Estep 
Score: -21623256.000000 Penalty: 5928.980957
	Iteration 19Q: 3 clusters Score -2.162326e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 154589 members 
Entering Unmasked Estep 
Score: -21623248.000000 Penalty: 5928.980957
	Iteration 20F: 3 clusters Score -2.162325e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 154604 members 
Entering Unmasked Estep 
Score: -21623272.000000 Penalty: 5928.980957
	Iteration 21Q: 3 clusters Score -2.162327e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 154615 members 
Entering Unmasked Estep 
Score: -21623324.000000 Penalty: 5928.980957
	Iteration 22Q: 3 clusters Score -2.162332e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 154618 members 
Entering Unmasked Estep 
Score: -21623358.000000 Penalty: 5928.980957
	Iteration 23Q: 3 clusters Score -2.162336e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 154625 members 
Entering Unmasked Estep 
Score: -21623378.000000 Penalty: 5928.980957
	Iteration 24Q: 3 clusters Score -2.162338e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 154623 members 
Entering Unmasked Estep 
Score: -21623376.000000 Penalty: 5928.980957
	Iteration 25Q: 3 clusters Score -2.162338e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 154619 members 
Entering Unmasked Estep 
Score: -21623398.000000 Penalty: 5928.980957
	Iteration 26Q: 3 clusters Score -2.16234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 154621 members 
Entering Unmasked Estep 
Score: -21623390.000000 Penalty: 5928.980957
	Iteration 27Q: 3 clusters Score -2.162339e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 154619 members 
Entering Unmasked Estep 
Score: -21623420.000000 Penalty: 5928.980957
	Iteration 28Q: 3 clusters Score -2.162342e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 154613 members 
Entering Unmasked Estep 
Score: -21623446.000000 Penalty: 5928.980957
	Iteration 29Q: 3 clusters Score -2.162345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 154613 members 
Entering Unmasked Estep 
Score: -21623442.000000 Penalty: 5928.980957
	Iteration 30Q: 3 clusters Score -2.162344e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 154614 members 
Entering Unmasked Estep 
Score: -21623440.000000 Penalty: 5928.980957
	Iteration 31Q: 3 clusters Score -2.162344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 154613 members 
Entering Unmasked Estep 
Score: -21623434.000000 Penalty: 5928.980957
	Iteration 32Q: 3 clusters Score -2.162343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 154611 members 
Entering Unmasked Estep 
Score: -21623432.000000 Penalty: 5928.980957
	Iteration 33Q: 3 clusters Score -2.162343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 154610 members 
Entering Unmasked Estep 
Score: -21623434.000000 Penalty: 5928.980957
	Iteration 34Q: 3 clusters Score -2.162343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 154608 members 
Entering Unmasked Estep 
Score: -21623424.000000 Penalty: 5928.980957
	Iteration 35Q: 3 clusters Score -2.162342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 154609 members 
Entering Unmasked Estep 
Score: -21623424.000000 Penalty: 5928.980957
	Iteration 36Q: 3 clusters Score -2.162342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 154608 members 
Entering Unmasked Estep 
Score: -21623418.000000 Penalty: 5928.980957
	Iteration 37Q: 3 clusters Score -2.162342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 154607 members 
Entering Unmasked Estep 
Score: -21623428.000000 Penalty: 5928.980957
	Iteration 38Q: 3 clusters Score -2.162343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 154606 members 
Entering Unmasked Estep 
Score: -21623430.000000 Penalty: 5928.980957
	Iteration 39Q: 3 clusters Score -2.162343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 154605 members 
Entering Unmasked Estep 
Score: -21623432.000000 Penalty: 5928.980957
	Iteration 40F: 3 clusters Score -2.162343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Entering Unmasked Estep 
Score: -4530267.000000 Penalty: 2575.108643
	Iteration 0F: 2 clusters Score -4530267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -4508071.500000 Penalty: 5150.217285
	Iteration 0F: 3 clusters Score -4508072 nChanged 14569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -4515961.000000 Penalty: 5150.217285
	Iteration 1F: 3 clusters Score -4515961 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -4516431.500000 Penalty: 5150.217285
	Iteration 2Q: 3 clusters Score -4516432 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -4516870.000000 Penalty: 5150.217285
	Iteration 3Q: 3 clusters Score -4516870 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -4517398.500000 Penalty: 5150.217285
	Iteration 4Q: 3 clusters Score -4517398 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -4518031.500000 Penalty: 5150.217285
	Iteration 5Q: 3 clusters Score -4518032 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -4518879.000000 Penalty: 5150.217285
	Iteration 6Q: 3 clusters Score -4518879 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -4520184.000000 Penalty: 5150.217285
	Iteration 7F: 3 clusters Score -4520184 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -4521759.500000 Penalty: 5150.217285
	Iteration 8F: 3 clusters Score -4521760 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -4523470.000000 Penalty: 5150.217285
	Iteration 9F: 3 clusters Score -4523470 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -4525017.000000 Penalty: 5150.217285
	Iteration 10F: 3 clusters Score -4525017 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -4526166.000000 Penalty: 5150.217285
	Iteration 11Q: 3 clusters Score -4526166 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -4526870.000000 Penalty: 5150.217285
	Iteration 12Q: 3 clusters Score -4526870 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -4527348.000000 Penalty: 5150.217285
	Iteration 13Q: 3 clusters Score -4527348 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4527638.000000 Penalty: 5150.217285
	Iteration 14Q: 3 clusters Score -4527638 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4527825.500000 Penalty: 5150.217285
	Iteration 15Q: 3 clusters Score -4527826 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4527932.500000 Penalty: 5150.217285
	Iteration 16Q: 3 clusters Score -4527932 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4527987.500000 Penalty: 5150.217285
	Iteration 17Q: 3 clusters Score -4527988 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4528031.500000 Penalty: 5150.217285
	Iteration 18Q: 3 clusters Score -4528032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4528062.000000 Penalty: 5150.217285
	Iteration 19Q: 3 clusters Score -4528062 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4528095.500000 Penalty: 5150.217285
	Iteration 20F: 3 clusters Score -4528096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4528115.500000 Penalty: 5150.217285
	Iteration 21Q: 3 clusters Score -4528116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4528115.000000 Penalty: 5150.217285
	Iteration 22Q: 3 clusters Score -4528115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4528108.500000 Penalty: 5150.217285
	Iteration 23Q: 3 clusters Score -4528108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4528111.000000 Penalty: 5150.217285
	Iteration 24Q: 3 clusters Score -4528111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4528114.000000 Penalty: 5150.217285
	Iteration 25Q: 3 clusters Score -4528114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4528112.000000 Penalty: 5150.217285
	Iteration 26Q: 3 clusters Score -4528112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4528112.500000 Penalty: 5150.217285
	Iteration 27Q: 3 clusters Score -4528112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4528117.000000 Penalty: 5150.217285
	Iteration 28Q: 3 clusters Score -4528117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4528114.500000 Penalty: 5150.217285
	Iteration 29Q: 3 clusters Score -4528114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4528119.500000 Penalty: 5150.217285
	Iteration 30Q: 3 clusters Score -4528120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4528117.500000 Penalty: 5150.217285
	Iteration 31Q: 3 clusters Score -4528118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4528118.000000 Penalty: 5150.217285
	Iteration 32Q: 3 clusters Score -4528118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4528120.500000 Penalty: 5150.217285
	Iteration 33Q: 3 clusters Score -4528120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4528122.000000 Penalty: 5150.217285
	Iteration 34Q: 3 clusters Score -4528122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4528126.500000 Penalty: 5150.217285
	Iteration 35Q: 3 clusters Score -4528126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4528125.500000 Penalty: 5150.217285
	Iteration 36Q: 3 clusters Score -4528126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4528125.500000 Penalty: 5150.217285
	Iteration 37F: 3 clusters Score -4528126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -140085.343750 Penalty: 1731.519775
	Iteration 0F: 2 clusters Score -140085.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -138099.000000 Penalty: 3463.039551
	Iteration 0F: 3 clusters Score -138099 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -138406.921875 Penalty: 3463.039551
	Iteration 1F: 3 clusters Score -138406.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -138544.968750 Penalty: 3463.039551
	Iteration 2F: 3 clusters Score -138545 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -138694.531250 Penalty: 3463.039551
	Iteration 3Q: 3 clusters Score -138694.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -138826.187500 Penalty: 3463.039551
	Iteration 4Q: 3 clusters Score -138826.2 nChanged 37
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: -138901.234375 Penalty: 3463.039551
	Iteration 5Q: 3 clusters Score -138901.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -138959.640625 Penalty: 3463.039551
	Iteration 6Q: 3 clusters Score -138959.6 nChanged 27
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: -139022.234375 Penalty: 3463.039551
	Iteration 7Q: 3 clusters Score -139022.2 nChanged 28
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: -139075.781250 Penalty: 3463.039551
	Iteration 8Q: 3 clusters Score -139075.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -139115.531250 Penalty: 3463.039551
	Iteration 9Q: 3 clusters Score -139115.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -139167.609375 Penalty: 3463.039551
	Iteration 10Q: 3 clusters Score -139167.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -139220.937500 Penalty: 3463.039551
	Iteration 11Q: 3 clusters Score -139220.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -139258.281250 Penalty: 3463.039551
	Iteration 12Q: 3 clusters Score -139258.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -139279.859375 Penalty: 3463.039551
	Iteration 13Q: 3 clusters Score -139279.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -139300.328125 Penalty: 3463.039551
	Iteration 14Q: 3 clusters Score -139300.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -139324.796875 Penalty: 3463.039551
	Iteration 15Q: 3 clusters Score -139324.8 nChanged 16
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: -139353.187500 Penalty: 3463.039551
	Iteration 16Q: 3 clusters Score -139353.2 nChanged 14
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: -139384.468750 Penalty: 3463.039551
	Iteration 17Q: 3 clusters Score -139384.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -139419.218750 Penalty: 3463.039551
	Iteration 18Q: 3 clusters Score -139419.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -139465.484375 Penalty: 3463.039551
	Iteration 19Q: 3 clusters Score -139465.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -139553.265625 Penalty: 3463.039551
	Iteration 20F: 3 clusters Score -139553.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -139624.093750 Penalty: 3463.039551
	Iteration 21Q: 3 clusters Score -139624.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -139656.546875 Penalty: 3463.039551
	Iteration 22Q: 3 clusters Score -139656.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -139672.781250 Penalty: 3463.039551
	Iteration 23Q: 3 clusters Score -139672.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -139680.906250 Penalty: 3463.039551
	Iteration 24Q: 3 clusters Score -139680.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -139680.906250 Penalty: 3463.039551
	Iteration 25F: 3 clusters Score -139680.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Entering Unmasked Estep 
Score: -5409574.000000 Penalty: 2618.570312
	Iteration 0F: 2 clusters Score -5409574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -5383439.500000 Penalty: 5237.140625
	Iteration 0F: 3 clusters Score -5383440 nChanged 17555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -5393344.000000 Penalty: 5237.140625
	Iteration 1F: 3 clusters Score -5393344 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -5394316.500000 Penalty: 5237.140625
	Iteration 2F: 3 clusters Score -5394316 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -5395700.000000 Penalty: 5237.140625
	Iteration 3F: 3 clusters Score -5395700 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -5397247.500000 Penalty: 5237.140625
	Iteration 4F: 3 clusters Score -5397248 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -5398970.000000 Penalty: 5237.140625
	Iteration 5F: 3 clusters Score -5398970 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -5400831.000000 Penalty: 5237.140625
	Iteration 6F: 3 clusters Score -5400831 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -5402639.500000 Penalty: 5237.140625
	Iteration 7F: 3 clusters Score -5402640 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -5404143.000000 Penalty: 5237.140625
	Iteration 8F: 3 clusters Score -5404143 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -5405136.500000 Penalty: 5237.140625
	Iteration 9Q: 3 clusters Score -5405136 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -5405851.500000 Penalty: 5237.140625
	Iteration 10Q: 3 clusters Score -5405852 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -5406348.500000 Penalty: 5237.140625
	Iteration 11Q: 3 clusters Score -5406348 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -5406730.500000 Penalty: 5237.140625
	Iteration 12Q: 3 clusters Score -5406730 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -5407081.500000 Penalty: 5237.140625
	Iteration 13Q: 3 clusters Score -5407082 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -5407341.000000 Penalty: 5237.140625
	Iteration 14Q: 3 clusters Score -5407341 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -5407607.500000 Penalty: 5237.140625
	Iteration 15Q: 3 clusters Score -5407608 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -5407752.000000 Penalty: 5237.140625
	Iteration 16Q: 3 clusters Score -5407752 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -5407874.500000 Penalty: 5237.140625
	Iteration 17Q: 3 clusters Score -5407874 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -5407979.000000 Penalty: 5237.140625
	Iteration 18Q: 3 clusters Score -5407979 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -5408048.000000 Penalty: 5237.140625
	Iteration 19Q: 3 clusters Score -5408048 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -5408132.500000 Penalty: 5237.140625
	Iteration 20F: 3 clusters Score -5408132 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -5408189.500000 Penalty: 5237.140625
	Iteration 21Q: 3 clusters Score -5408190 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -5408229.000000 Penalty: 5237.140625
	Iteration 22Q: 3 clusters Score -5408229 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -5408284.500000 Penalty: 5237.140625
	Iteration 23Q: 3 clusters Score -5408284 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -5408316.500000 Penalty: 5237.140625
	Iteration 24Q: 3 clusters Score -5408316 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -5408340.000000 Penalty: 5237.140625
	Iteration 25Q: 3 clusters Score -5408340 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -5408361.000000 Penalty: 5237.140625
	Iteration 26Q: 3 clusters Score -5408361 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -5408402.500000 Penalty: 5237.140625
	Iteration 27Q: 3 clusters Score -5408402 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -5408427.000000 Penalty: 5237.140625
	Iteration 28Q: 3 clusters Score -5408427 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -5408431.000000 Penalty: 5237.140625
	Iteration 29Q: 3 clusters Score -5408431 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -5408447.000000 Penalty: 5237.140625
	Iteration 30Q: 3 clusters Score -5408447 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -5408456.000000 Penalty: 5237.140625
	Iteration 31Q: 3 clusters Score -5408456 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -5408472.500000 Penalty: 5237.140625
	Iteration 32Q: 3 clusters Score -5408472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -5408501.000000 Penalty: 5237.140625
	Iteration 33Q: 3 clusters Score -5408501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -5408508.000000 Penalty: 5237.140625
	Iteration 34Q: 3 clusters Score -5408508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -5408512.000000 Penalty: 5237.140625
	Iteration 35Q: 3 clusters Score -5408512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -5408526.000000 Penalty: 5237.140625
	Iteration 36Q: 3 clusters Score -5408526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -5408538.000000 Penalty: 5237.140625
	Iteration 37Q: 3 clusters Score -5408538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -5408559.500000 Penalty: 5237.140625
	Iteration 38Q: 3 clusters Score -5408560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -5408568.000000 Penalty: 5237.140625
	Iteration 39Q: 3 clusters Score -5408568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -5408574.000000 Penalty: 5237.140625
	Iteration 40F: 3 clusters Score -5408574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -5408584.500000 Penalty: 5237.140625
	Iteration 41Q: 3 clusters Score -5408584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -5408601.000000 Penalty: 5237.140625
	Iteration 42Q: 3 clusters Score -5408601 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -5408617.500000 Penalty: 5237.140625
	Iteration 43Q: 3 clusters Score -5408618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -5408621.000000 Penalty: 5237.140625
	Iteration 44Q: 3 clusters Score -5408621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -5408630.000000 Penalty: 5237.140625
	Iteration 45Q: 3 clusters Score -5408630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -5408652.000000 Penalty: 5237.140625
	Iteration 46Q: 3 clusters Score -5408652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -5408656.500000 Penalty: 5237.140625
	Iteration 47Q: 3 clusters Score -5408656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -5408661.500000 Penalty: 5237.140625
	Iteration 48Q: 3 clusters Score -5408662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -5408681.500000 Penalty: 5237.140625
	Iteration 49Q: 3 clusters Score -5408682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -5408685.000000 Penalty: 5237.140625
	Iteration 50Q: 3 clusters Score -5408685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -5408699.000000 Penalty: 5237.140625
	Iteration 51Q: 3 clusters Score -5408699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -5408701.000000 Penalty: 5237.140625
	Iteration 52Q: 3 clusters Score -5408701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -5408701.500000 Penalty: 5237.140625
	Iteration 53Q: 3 clusters Score -5408702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -5408705.500000 Penalty: 5237.140625
	Iteration 54Q: 3 clusters Score -5408706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -5408703.000000 Penalty: 5237.140625
	Iteration 55Q: 3 clusters Score -5408703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -5408699.000000 Penalty: 5237.140625
	Iteration 56Q: 3 clusters Score -5408699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -5408710.000000 Penalty: 5237.140625
	Iteration 57Q: 3 clusters Score -5408710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -5408710.500000 Penalty: 5237.140625
	Iteration 58Q: 3 clusters Score -5408710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -5408700.500000 Penalty: 5237.140625
	Iteration 59Q: 3 clusters Score -5408700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -5408706.000000 Penalty: 5237.140625
	Iteration 60F: 3 clusters Score -5408706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -5408705.000000 Penalty: 5237.140625
	Iteration 61Q: 3 clusters Score -5408705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -5408703.000000 Penalty: 5237.140625
	Iteration 62Q: 3 clusters Score -5408703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -5408709.000000 Penalty: 5237.140625
	Iteration 63Q: 3 clusters Score -5408709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -5408714.500000 Penalty: 5237.140625
	Iteration 64Q: 3 clusters Score -5408714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -5408714.500000 Penalty: 5237.140625
	Iteration 65F: 3 clusters Score -5408714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Entering Unmasked Estep 
Score: -2452121.000000 Penalty: 2430.045654
	Iteration 0F: 2 clusters Score -2452121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2439354.500000 Penalty: 4860.091309
	Iteration 0F: 3 clusters Score -2439354 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2443980.500000 Penalty: 4860.091309
	Iteration 1F: 3 clusters Score -2443980 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2444867.000000 Penalty: 4860.091309
	Iteration 2F: 3 clusters Score -2444867 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2445645.000000 Penalty: 4860.091309
	Iteration 3F: 3 clusters Score -2445645 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2446402.250000 Penalty: 4860.091309
	Iteration 4F: 3 clusters Score -2446402 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2447113.250000 Penalty: 4860.091309
	Iteration 5F: 3 clusters Score -2447113 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2447781.250000 Penalty: 4860.091309
	Iteration 6F: 3 clusters Score -2447781 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2448450.500000 Penalty: 4860.091309
	Iteration 7F: 3 clusters Score -2448450 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2449098.500000 Penalty: 4860.091309
	Iteration 8F: 3 clusters Score -2449098 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2449718.750000 Penalty: 4860.091309
	Iteration 9Q: 3 clusters Score -2449719 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2450266.500000 Penalty: 4860.091309
	Iteration 10Q: 3 clusters Score -2450266 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2450761.500000 Penalty: 4860.091309
	Iteration 11Q: 3 clusters Score -2450762 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2451075.750000 Penalty: 4860.091309
	Iteration 12Q: 3 clusters Score -2451076 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2451286.750000 Penalty: 4860.091309
	Iteration 13Q: 3 clusters Score -2451287 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2451396.750000 Penalty: 4860.091309
	Iteration 14Q: 3 clusters Score -2451397 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2451480.250000 Penalty: 4860.091309
	Iteration 15Q: 3 clusters Score -2451480 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2451518.500000 Penalty: 4860.091309
	Iteration 16Q: 3 clusters Score -2451518 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2451548.750000 Penalty: 4860.091309
	Iteration 17Q: 3 clusters Score -2451549 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2451582.250000 Penalty: 4860.091309
	Iteration 18Q: 3 clusters Score -2451582 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2451601.750000 Penalty: 4860.091309
	Iteration 19Q: 3 clusters Score -2451602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2451610.250000 Penalty: 4860.091309
	Iteration 20F: 3 clusters Score -2451610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2451613.750000 Penalty: 4860.091309
	Iteration 21Q: 3 clusters Score -2451614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2451619.000000 Penalty: 4860.091309
	Iteration 22Q: 3 clusters Score -2451619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2451624.500000 Penalty: 4860.091309
	Iteration 23Q: 3 clusters Score -2451624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2451622.500000 Penalty: 4860.091309
	Iteration 24Q: 3 clusters Score -2451622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2451621.250000 Penalty: 4860.091309
	Iteration 25Q: 3 clusters Score -2451621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2451626.500000 Penalty: 4860.091309
	Iteration 26Q: 3 clusters Score -2451626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2451629.250000 Penalty: 4860.091309
	Iteration 27Q: 3 clusters Score -2451629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2451636.250000 Penalty: 4860.091309
	Iteration 28Q: 3 clusters Score -2451636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2451638.000000 Penalty: 4860.091309
	Iteration 29Q: 3 clusters Score -2451638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2451642.500000 Penalty: 4860.091309
	Iteration 30Q: 3 clusters Score -2451642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2451641.000000 Penalty: 4860.091309
	Iteration 31Q: 3 clusters Score -2451641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2451644.500000 Penalty: 4860.091309
	Iteration 32Q: 3 clusters Score -2451644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2451650.750000 Penalty: 4860.091309
	Iteration 33Q: 3 clusters Score -2451651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2451658.000000 Penalty: 4860.091309
	Iteration 34Q: 3 clusters Score -2451658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2451666.750000 Penalty: 4860.091309
	Iteration 35Q: 3 clusters Score -2451667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2451671.750000 Penalty: 4860.091309
	Iteration 36Q: 3 clusters Score -2451672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2451672.250000 Penalty: 4860.091309
	Iteration 37Q: 3 clusters Score -2451672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2451674.250000 Penalty: 4860.091309
	Iteration 38Q: 3 clusters Score -2451674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2451673.250000 Penalty: 4860.091309
	Iteration 39Q: 3 clusters Score -2451673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2451677.500000 Penalty: 4860.091309
	Iteration 40F: 3 clusters Score -2451678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2451675.500000 Penalty: 4860.091309
	Iteration 41Q: 3 clusters Score -2451676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2451673.500000 Penalty: 4860.091309
	Iteration 42Q: 3 clusters Score -2451674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2451676.250000 Penalty: 4860.091309
	Iteration 43Q: 3 clusters Score -2451676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2451686.250000 Penalty: 4860.091309
	Iteration 44Q: 3 clusters Score -2451686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2451681.500000 Penalty: 4860.091309
	Iteration 45Q: 3 clusters Score -2451682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2451684.000000 Penalty: 4860.091309
	Iteration 46Q: 3 clusters Score -2451684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2451679.500000 Penalty: 4860.091309
	Iteration 47Q: 3 clusters Score -2451680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2451679.500000 Penalty: 4860.091309
	Iteration 48F: 3 clusters Score -2451680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48196 members 
Entering Unmasked Estep 
Score: -6726050.000000 Penalty: 2674.191895
	Iteration 0F: 2 clusters Score -6726050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -6693752.000000 Penalty: 5348.383789
	Iteration 0F: 3 clusters Score -6693752 nChanged 22320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -6706053.500000 Penalty: 5348.383789
	Iteration 1F: 3 clusters Score -6706054 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -6706600.000000 Penalty: 5348.383789
	Iteration 2Q: 3 clusters Score -6706600 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -6707201.500000 Penalty: 5348.383789
	Iteration 3Q: 3 clusters Score -6707202 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -6707742.500000 Penalty: 5348.383789
	Iteration 4Q: 3 clusters Score -6707742 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -6708280.000000 Penalty: 5348.383789
	Iteration 5Q: 3 clusters Score -6708280 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -6708854.500000 Penalty: 5348.383789
	Iteration 6Q: 3 clusters Score -6708854 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -6709472.500000 Penalty: 5348.383789
	Iteration 7Q: 3 clusters Score -6709472 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -6710218.000000 Penalty: 5348.383789
	Iteration 8Q: 3 clusters Score -6710218 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -6711115.500000 Penalty: 5348.383789
	Iteration 9Q: 3 clusters Score -6711116 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -6712264.000000 Penalty: 5348.383789
	Iteration 10Q: 3 clusters Score -6712264 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -6713577.000000 Penalty: 5348.383789
	Iteration 11Q: 3 clusters Score -6713577 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -6715027.500000 Penalty: 5348.383789
	Iteration 12Q: 3 clusters Score -6715028 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -6716358.500000 Penalty: 5348.383789
	Iteration 13Q: 3 clusters Score -6716358 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -6717570.500000 Penalty: 5348.383789
	Iteration 14Q: 3 clusters Score -6717570 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -6718493.500000 Penalty: 5348.383789
	Iteration 15Q: 3 clusters Score -6718494 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -6719112.500000 Penalty: 5348.383789
	Iteration 16Q: 3 clusters Score -6719112 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -6719516.500000 Penalty: 5348.383789
	Iteration 17Q: 3 clusters Score -6719516 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -6719871.000000 Penalty: 5348.383789
	Iteration 18Q: 3 clusters Score -6719871 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -6720164.000000 Penalty: 5348.383789
	Iteration 19Q: 3 clusters Score -6720164 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -6720494.000000 Penalty: 5348.383789
	Iteration 20F: 3 clusters Score -6720494 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -6720759.000000 Penalty: 5348.383789
	Iteration 21Q: 3 clusters Score -6720759 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -6720965.500000 Penalty: 5348.383789
	Iteration 22Q: 3 clusters Score -6720966 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -6721101.000000 Penalty: 5348.383789
	Iteration 23Q: 3 clusters Score -6721101 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -6721243.500000 Penalty: 5348.383789
	Iteration 24Q: 3 clusters Score -6721244 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -6721343.000000 Penalty: 5348.383789
	Iteration 25Q: 3 clusters Score -6721343 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -6721458.000000 Penalty: 5348.383789
	Iteration 26Q: 3 clusters Score -6721458 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -6721550.000000 Penalty: 5348.383789
	Iteration 27Q: 3 clusters Score -6721550 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -6721608.000000 Penalty: 5348.383789
	Iteration 28Q: 3 clusters Score -6721608 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -6721694.000000 Penalty: 5348.383789
	Iteration 29Q: 3 clusters Score -6721694 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -6721749.000000 Penalty: 5348.383789
	Iteration 30Q: 3 clusters Score -6721749 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -6721814.000000 Penalty: 5348.383789
	Iteration 31Q: 3 clusters Score -6721814 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -6721869.500000 Penalty: 5348.383789
	Iteration 32Q: 3 clusters Score -6721870 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -6721910.500000 Penalty: 5348.383789
	Iteration 33Q: 3 clusters Score -6721910 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -6721956.500000 Penalty: 5348.383789
	Iteration 34Q: 3 clusters Score -6721956 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -6721994.500000 Penalty: 5348.383789
	Iteration 35Q: 3 clusters Score -6721994 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -6722027.500000 Penalty: 5348.383789
	Iteration 36Q: 3 clusters Score -6722028 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -6722088.500000 Penalty: 5348.383789
	Iteration 37Q: 3 clusters Score -6722088 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -6722119.000000 Penalty: 5348.383789
	Iteration 38Q: 3 clusters Score -6722119 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -6722196.500000 Penalty: 5348.383789
	Iteration 39Q: 3 clusters Score -6722196 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -6722248.500000 Penalty: 5348.383789
	Iteration 40F: 3 clusters Score -6722248 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -6722313.500000 Penalty: 5348.383789
	Iteration 41Q: 3 clusters Score -6722314 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -6722393.000000 Penalty: 5348.383789
	Iteration 42Q: 3 clusters Score -6722393 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -6722438.000000 Penalty: 5348.383789
	Iteration 43Q: 3 clusters Score -6722438 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -6722525.000000 Penalty: 5348.383789
	Iteration 44Q: 3 clusters Score -6722525 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -6722575.000000 Penalty: 5348.383789
	Iteration 45Q: 3 clusters Score -6722575 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -6722620.500000 Penalty: 5348.383789
	Iteration 46Q: 3 clusters Score -6722620 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -6722706.000000 Penalty: 5348.383789
	Iteration 47Q: 3 clusters Score -6722706 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -6722788.000000 Penalty: 5348.383789
	Iteration 48Q: 3 clusters Score -6722788 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -6722865.500000 Penalty: 5348.383789
	Iteration 49Q: 3 clusters Score -6722866 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -6722920.500000 Penalty: 5348.383789
	Iteration 50Q: 3 clusters Score -6722920 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -6722970.000000 Penalty: 5348.383789
	Iteration 51Q: 3 clusters Score -6722970 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -6722997.000000 Penalty: 5348.383789
	Iteration 52Q: 3 clusters Score -6722997 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -6723057.000000 Penalty: 5348.383789
	Iteration 53Q: 3 clusters Score -6723057 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -6723092.500000 Penalty: 5348.383789
	Iteration 54Q: 3 clusters Score -6723092 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -6723119.000000 Penalty: 5348.383789
	Iteration 55Q: 3 clusters Score -6723119 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -6723153.500000 Penalty: 5348.383789
	Iteration 56Q: 3 clusters Score -6723154 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -6723184.000000 Penalty: 5348.383789
	Iteration 57Q: 3 clusters Score -6723184 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -6723210.500000 Penalty: 5348.383789
	Iteration 58Q: 3 clusters Score -6723210 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -6723237.000000 Penalty: 5348.383789
	Iteration 59Q: 3 clusters Score -6723237 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -6723261.000000 Penalty: 5348.383789
	Iteration 60F: 3 clusters Score -6723261 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -6723284.000000 Penalty: 5348.383789
	Iteration 61Q: 3 clusters Score -6723284 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -6723321.500000 Penalty: 5348.383789
	Iteration 62Q: 3 clusters Score -6723322 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -6723344.500000 Penalty: 5348.383789
	Iteration 63Q: 3 clusters Score -6723344 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -6723362.000000 Penalty: 5348.383789
	Iteration 64Q: 3 clusters Score -6723362 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
Score: -6723394.000000 Penalty: 5348.383789
	Iteration 65Q: 3 clusters Score -6723394 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -6723417.000000 Penalty: 5348.383789
	Iteration 66Q: 3 clusters Score -6723417 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -6723436.000000 Penalty: 5348.383789
	Iteration 67Q: 3 clusters Score -6723436 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -6723462.500000 Penalty: 5348.383789
	Iteration 68Q: 3 clusters Score -6723462 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -6723469.500000 Penalty: 5348.383789
	Iteration 69Q: 3 clusters Score -6723470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -6723473.500000 Penalty: 5348.383789
	Iteration 70Q: 3 clusters Score -6723474 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -6723503.000000 Penalty: 5348.383789
	Iteration 71Q: 3 clusters Score -6723503 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -6723502.500000 Penalty: 5348.383789
	Iteration 72Q: 3 clusters Score -6723502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -6723498.000000 Penalty: 5348.383789
	Iteration 73Q: 3 clusters Score -6723498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -6723514.000000 Penalty: 5348.383789
	Iteration 74Q: 3 clusters Score -6723514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -6723526.000000 Penalty: 5348.383789
	Iteration 75Q: 3 clusters Score -6723526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -6723540.000000 Penalty: 5348.383789
	Iteration 76Q: 3 clusters Score -6723540 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -6723552.500000 Penalty: 5348.383789
	Iteration 77Q: 3 clusters Score -6723552 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
Score: -6723580.500000 Penalty: 5348.383789
	Iteration 78Q: 3 clusters Score -6723580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -6723578.500000 Penalty: 5348.383789
	Iteration 79Q: 3 clusters Score -6723578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -6723590.500000 Penalty: 5348.383789
	Iteration 80F: 3 clusters Score -6723590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -6723591.000000 Penalty: 5348.383789
	Iteration 81Q: 3 clusters Score -6723591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -6723595.500000 Penalty: 5348.383789
	Iteration 82Q: 3 clusters Score -6723596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -6723590.500000 Penalty: 5348.383789
	Iteration 83Q: 3 clusters Score -6723590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -6723587.000000 Penalty: 5348.383789
	Iteration 84Q: 3 clusters Score -6723587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -6723595.000000 Penalty: 5348.383789
	Iteration 85Q: 3 clusters Score -6723595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -6723596.000000 Penalty: 5348.383789
	Iteration 86Q: 3 clusters Score -6723596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -6723595.500000 Penalty: 5348.383789
	Iteration 87Q: 3 clusters Score -6723596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -6723598.000000 Penalty: 5348.383789
	Iteration 88Q: 3 clusters Score -6723598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -6723604.000000 Penalty: 5348.383789
	Iteration 89Q: 3 clusters Score -6723604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -6723607.500000 Penalty: 5348.383789
	Iteration 90Q: 3 clusters Score -6723608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -6723602.000000 Penalty: 5348.383789
	Iteration 91Q: 3 clusters Score -6723602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -6723600.500000 Penalty: 5348.383789
	Iteration 92Q: 3 clusters Score -6723600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -6723597.000000 Penalty: 5348.383789
	Iteration 93Q: 3 clusters Score -6723597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -6723603.500000 Penalty: 5348.383789
	Iteration 94Q: 3 clusters Score -6723604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -6723602.500000 Penalty: 5348.383789
	Iteration 95Q: 3 clusters Score -6723602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -6723602.500000 Penalty: 5348.383789
	Iteration 96Q: 3 clusters Score -6723602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -6723600.000000 Penalty: 5348.383789
	Iteration 97Q: 3 clusters Score -6723600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -6723605.000000 Penalty: 5348.383789
	Iteration 98Q: 3 clusters Score -6723605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -6723603.500000 Penalty: 5348.383789
	Iteration 99Q: 3 clusters Score -6723604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -6723599.500000 Penalty: 5348.383789
	Iteration 100F: 3 clusters Score -6723600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (68436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68436 members 
Entering Unmasked Estep 
Score: -9573215.000000 Penalty: 2761.146240
	Iteration 0F: 2 clusters Score -9573215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -9527451.000000 Penalty: 5522.292480
	Iteration 0F: 3 clusters Score -9527451 nChanged 31853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -9545466.000000 Penalty: 5522.292480
	Iteration 1F: 3 clusters Score -9545466 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -9546342.000000 Penalty: 5522.292480
	Iteration 2Q: 3 clusters Score -9546342 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -9547406.000000 Penalty: 5522.292480
	Iteration 3Q: 3 clusters Score -9547406 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -9548849.000000 Penalty: 5522.292480
	Iteration 4Q: 3 clusters Score -9548849 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -9550748.000000 Penalty: 5522.292480
	Iteration 5F: 3 clusters Score -9550748 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -9553124.000000 Penalty: 5522.292480
	Iteration 6F: 3 clusters Score -9553124 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 50945 members 
Entering Unmasked Estep 
Score: -9556028.000000 Penalty: 5522.292480
	Iteration 7F: 3 clusters Score -9556028 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -9559459.000000 Penalty: 5522.292480
	Iteration 8F: 3 clusters Score -9559459 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 59818 members 
Entering Unmasked Estep 
Score: -9563087.000000 Penalty: 5522.292480
	Iteration 9F: 3 clusters Score -9563087 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 63565 members 
Entering Unmasked Estep 
Score: -9566475.000000 Penalty: 5522.292480
	Iteration 10F: 3 clusters Score -9566475 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 66052 members 
Entering Unmasked Estep 
Score: -9568701.000000 Penalty: 5522.292480
	Iteration 11Q: 3 clusters Score -9568701 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 67257 members 
Entering Unmasked Estep 
Score: -9569817.000000 Penalty: 5522.292480
	Iteration 12Q: 3 clusters Score -9569817 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
Score: -9570304.000000 Penalty: 5522.292480
	Iteration 13Q: 3 clusters Score -9570304 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 67962 members 
Entering Unmasked Estep 
Score: -9570479.000000 Penalty: 5522.292480
	Iteration 14Q: 3 clusters Score -9570479 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 68040 members 
Entering Unmasked Estep 
Score: -9570589.000000 Penalty: 5522.292480
	Iteration 15Q: 3 clusters Score -9570589 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 68072 members 
Entering Unmasked Estep 
Score: -9570652.000000 Penalty: 5522.292480
	Iteration 16Q: 3 clusters Score -9570652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 68092 members 
Entering Unmasked Estep 
Score: -9570670.000000 Penalty: 5522.292480
	Iteration 17Q: 3 clusters Score -9570670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 68108 members 
Entering Unmasked Estep 
Score: -9570710.000000 Penalty: 5522.292480
	Iteration 18Q: 3 clusters Score -9570710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 68117 members 
Entering Unmasked Estep 
Score: -9570721.000000 Penalty: 5522.292480
	Iteration 19Q: 3 clusters Score -9570721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 68117 members 
Entering Unmasked Estep 
Score: -9570733.000000 Penalty: 5522.292480
	Iteration 20F: 3 clusters Score -9570733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 68121 members 
Entering Unmasked Estep 
Score: -9570741.000000 Penalty: 5522.292480
	Iteration 21Q: 3 clusters Score -9570741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 68123 members 
Entering Unmasked Estep 
Score: -9570741.000000 Penalty: 5522.292480
	Iteration 22Q: 3 clusters Score -9570741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 68127 members 
Entering Unmasked Estep 
Score: -9570752.000000 Penalty: 5522.292480
	Iteration 23Q: 3 clusters Score -9570752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 68133 members 
Entering Unmasked Estep 
Score: -9570757.000000 Penalty: 5522.292480
	Iteration 24Q: 3 clusters Score -9570757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 68136 members 
Entering Unmasked Estep 
Score: -9570775.000000 Penalty: 5522.292480
	Iteration 25Q: 3 clusters Score -9570775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 68138 members 
Entering Unmasked Estep 
Score: -9570771.000000 Penalty: 5522.292480
	Iteration 26Q: 3 clusters Score -9570771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 68138 members 
Entering Unmasked Estep 
Score: -9570771.000000 Penalty: 5522.292480
	Iteration 27F: 3 clusters Score -9570771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (43160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Entering Unmasked Estep 
Score: -5845654.500000 Penalty: 2646.822021
	Iteration 0F: 2 clusters Score -5845654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -5816354.500000 Penalty: 5293.644043
	Iteration 0F: 3 clusters Score -5816354 nChanged 19771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -5827343.500000 Penalty: 5293.644043
	Iteration 1F: 3 clusters Score -5827344 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -5827901.500000 Penalty: 5293.644043
	Iteration 2Q: 3 clusters Score -5827902 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -5828401.500000 Penalty: 5293.644043
	Iteration 3Q: 3 clusters Score -5828402 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -5829069.500000 Penalty: 5293.644043
	Iteration 4Q: 3 clusters Score -5829070 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -5830045.000000 Penalty: 5293.644043
	Iteration 5Q: 3 clusters Score -5830045 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -5831539.000000 Penalty: 5293.644043
	Iteration 6F: 3 clusters Score -5831539 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -5833939.000000 Penalty: 5293.644043
	Iteration 7F: 3 clusters Score -5833939 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -5837250.500000 Penalty: 5293.644043
	Iteration 8F: 3 clusters Score -5837250 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -5840299.000000 Penalty: 5293.644043
	Iteration 9F: 3 clusters Score -5840299 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5842088.500000 Penalty: 5293.644043
	Iteration 10Q: 3 clusters Score -5842088 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5842864.500000 Penalty: 5293.644043
	Iteration 11Q: 3 clusters Score -5842864 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5843125.500000 Penalty: 5293.644043
	Iteration 12Q: 3 clusters Score -5843126 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5843224.000000 Penalty: 5293.644043
	Iteration 13Q: 3 clusters Score -5843224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5843266.500000 Penalty: 5293.644043
	Iteration 14Q: 3 clusters Score -5843266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5843304.000000 Penalty: 5293.644043
	Iteration 15Q: 3 clusters Score -5843304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5843319.500000 Penalty: 5293.644043
	Iteration 16Q: 3 clusters Score -5843320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5843335.000000 Penalty: 5293.644043
	Iteration 17Q: 3 clusters Score -5843335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5843334.000000 Penalty: 5293.644043
	Iteration 18Q: 3 clusters Score -5843334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5843335.000000 Penalty: 5293.644043
	Iteration 19Q: 3 clusters Score -5843335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5843343.000000 Penalty: 5293.644043
	Iteration 20F: 3 clusters Score -5843343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5843347.000000 Penalty: 5293.644043
	Iteration 21Q: 3 clusters Score -5843347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5843349.500000 Penalty: 5293.644043
	Iteration 22Q: 3 clusters Score -5843350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5843352.500000 Penalty: 5293.644043
	Iteration 23Q: 3 clusters Score -5843352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5843355.500000 Penalty: 5293.644043
	Iteration 24Q: 3 clusters Score -5843356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5843356.500000 Penalty: 5293.644043
	Iteration 25Q: 3 clusters Score -5843356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5843356.500000 Penalty: 5293.644043
	Iteration 26F: 3 clusters Score -5843356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -93443.453125 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -93443.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -91786.000000 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -91786 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -92074.773438 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -92074.77 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -92193.140625 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -92193.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -92245.890625 Penalty: 3284.877197
	Iteration 3Q: 3 clusters Score -92245.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -92309.921875 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -92309.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -92377.109375 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -92377.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -92456.617188 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -92456.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -92495.523438 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -92495.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -92508.531250 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -92508.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -92515.234375 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -92515.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -92517.796875 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -92517.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -92521.148438 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -92521.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -92522.031250 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -92522.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -92522.031250 Penalty: 3284.877197
	Iteration 13F: 3 clusters Score -92522.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -97161.476562 Penalty: 1639.452515
	Iteration 0F: 2 clusters Score -97161.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -95375.695312 Penalty: 3278.905029
	Iteration 0F: 3 clusters Score -95375.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -95600.195312 Penalty: 3278.905029
	Iteration 1F: 3 clusters Score -95600.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -95668.078125 Penalty: 3278.905029
	Iteration 2F: 3 clusters Score -95668.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -95705.671875 Penalty: 3278.905029
	Iteration 3Q: 3 clusters Score -95705.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -95732.687500 Penalty: 3278.905029
	Iteration 4Q: 3 clusters Score -95732.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -95754.617188 Penalty: 3278.905029
	Iteration 5Q: 3 clusters Score -95754.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -95793.195312 Penalty: 3278.905029
	Iteration 6Q: 3 clusters Score -95793.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -95812.203125 Penalty: 3278.905029
	Iteration 7Q: 3 clusters Score -95812.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95843.093750 Penalty: 3278.905029
	Iteration 8Q: 3 clusters Score -95843.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -95880.179688 Penalty: 3278.905029
	Iteration 9Q: 3 clusters Score -95880.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -95905.570312 Penalty: 3278.905029
	Iteration 10Q: 3 clusters Score -95905.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -95930.140625 Penalty: 3278.905029
	Iteration 11Q: 3 clusters Score -95930.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -95941.437500 Penalty: 3278.905029
	Iteration 12Q: 3 clusters Score -95941.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -95961.109375 Penalty: 3278.905029
	Iteration 13Q: 3 clusters Score -95961.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -95985.578125 Penalty: 3278.905029
	Iteration 14Q: 3 clusters Score -95985.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -96004.359375 Penalty: 3278.905029
	Iteration 15Q: 3 clusters Score -96004.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -96023.898438 Penalty: 3278.905029
	Iteration 16Q: 3 clusters Score -96023.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -96040.093750 Penalty: 3278.905029
	Iteration 17Q: 3 clusters Score -96040.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -96056.851562 Penalty: 3278.905029
	Iteration 18Q: 3 clusters Score -96056.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -96070.179688 Penalty: 3278.905029
	Iteration 19Q: 3 clusters Score -96070.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -96096.789062 Penalty: 3278.905029
	Iteration 20F: 3 clusters Score -96096.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -96115.601562 Penalty: 3278.905029
	Iteration 21Q: 3 clusters Score -96115.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -96135.953125 Penalty: 3278.905029
	Iteration 22Q: 3 clusters Score -96135.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -96147.804688 Penalty: 3278.905029
	Iteration 23Q: 3 clusters Score -96147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -96154.937500 Penalty: 3278.905029
	Iteration 24Q: 3 clusters Score -96154.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -96156.882812 Penalty: 3278.905029
	Iteration 25Q: 3 clusters Score -96156.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -96159.015625 Penalty: 3278.905029
	Iteration 26Q: 3 clusters Score -96159.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -96159.882812 Penalty: 3278.905029
	Iteration 27Q: 3 clusters Score -96159.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -96163.445312 Penalty: 3278.905029
	Iteration 28Q: 3 clusters Score -96163.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -96165.335938 Penalty: 3278.905029
	Iteration 29Q: 3 clusters Score -96165.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -96167.218750 Penalty: 3278.905029
	Iteration 30Q: 3 clusters Score -96167.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -96174.375000 Penalty: 3278.905029
	Iteration 31Q: 3 clusters Score -96174.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -96180.726562 Penalty: 3278.905029
	Iteration 32Q: 3 clusters Score -96180.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -96190.296875 Penalty: 3278.905029
	Iteration 33Q: 3 clusters Score -96190.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -96203.421875 Penalty: 3278.905029
	Iteration 34Q: 3 clusters Score -96203.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -96212.093750 Penalty: 3278.905029
	Iteration 35Q: 3 clusters Score -96212.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -96229.695312 Penalty: 3278.905029
	Iteration 36Q: 3 clusters Score -96229.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -96241.820312 Penalty: 3278.905029
	Iteration 37Q: 3 clusters Score -96241.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -96269.335938 Penalty: 3278.905029
	Iteration 38Q: 3 clusters Score -96269.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -96293.726562 Penalty: 3278.905029
	Iteration 39Q: 3 clusters Score -96293.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -96319.281250 Penalty: 3278.905029
	Iteration 40F: 3 clusters Score -96319.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -96337.679688 Penalty: 3278.905029
	Iteration 41Q: 3 clusters Score -96337.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -96355.750000 Penalty: 3278.905029
	Iteration 42Q: 3 clusters Score -96355.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -96389.898438 Penalty: 3278.905029
	Iteration 43Q: 3 clusters Score -96389.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -96422.226562 Penalty: 3278.905029
	Iteration 44Q: 3 clusters Score -96422.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -96448.398438 Penalty: 3278.905029
	Iteration 45Q: 3 clusters Score -96448.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -96488.203125 Penalty: 3278.905029
	Iteration 46Q: 3 clusters Score -96488.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -96564.648438 Penalty: 3278.905029
	Iteration 47Q: 3 clusters Score -96564.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -96639.742188 Penalty: 3278.905029
	Iteration 48Q: 3 clusters Score -96639.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -96717.531250 Penalty: 3278.905029
	Iteration 49Q: 3 clusters Score -96717.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -96729.859375 Penalty: 3278.905029
	Iteration 50Q: 3 clusters Score -96729.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -96738.281250 Penalty: 3278.905029
	Iteration 51Q: 3 clusters Score -96738.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -96738.281250 Penalty: 3278.905029
	Iteration 52F: 3 clusters Score -96738.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (48154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Entering Unmasked Estep 
Score: -6759716.500000 Penalty: 2673.975586
	Iteration 0F: 2 clusters Score -6759716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -6727301.500000 Penalty: 5347.951172
	Iteration 0F: 3 clusters Score -6727302 nChanged 22170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -6739747.000000 Penalty: 5347.951172
	Iteration 1F: 3 clusters Score -6739747 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -6740424.000000 Penalty: 5347.951172
	Iteration 2Q: 3 clusters Score -6740424 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -6741335.500000 Penalty: 5347.951172
	Iteration 3Q: 3 clusters Score -6741336 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -6742558.000000 Penalty: 5347.951172
	Iteration 4Q: 3 clusters Score -6742558 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -6744363.000000 Penalty: 5347.951172
	Iteration 5F: 3 clusters Score -6744363 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -6746884.000000 Penalty: 5347.951172
	Iteration 6F: 3 clusters Score -6746884 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -6749765.500000 Penalty: 5347.951172
	Iteration 7F: 3 clusters Score -6749766 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -6752437.500000 Penalty: 5347.951172
	Iteration 8F: 3 clusters Score -6752438 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -6754415.000000 Penalty: 5347.951172
	Iteration 9Q: 3 clusters Score -6754415 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -6755760.000000 Penalty: 5347.951172
	Iteration 10Q: 3 clusters Score -6755760 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -6756589.000000 Penalty: 5347.951172
	Iteration 11Q: 3 clusters Score -6756589 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -6757056.000000 Penalty: 5347.951172
	Iteration 12Q: 3 clusters Score -6757056 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -6757296.500000 Penalty: 5347.951172
	Iteration 13Q: 3 clusters Score -6757296 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -6757443.000000 Penalty: 5347.951172
	Iteration 14Q: 3 clusters Score -6757443 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -6757570.000000 Penalty: 5347.951172
	Iteration 15Q: 3 clusters Score -6757570 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -6757644.000000 Penalty: 5347.951172
	Iteration 16Q: 3 clusters Score -6757644 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -6757709.000000 Penalty: 5347.951172
	Iteration 17Q: 3 clusters Score -6757709 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -6757755.000000 Penalty: 5347.951172
	Iteration 18Q: 3 clusters Score -6757755 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -6757794.500000 Penalty: 5347.951172
	Iteration 19Q: 3 clusters Score -6757794 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -6757846.000000 Penalty: 5347.951172
	Iteration 20F: 3 clusters Score -6757846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -6757898.500000 Penalty: 5347.951172
	Iteration 21Q: 3 clusters Score -6757898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -6757918.000000 Penalty: 5347.951172
	Iteration 22Q: 3 clusters Score -6757918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -6757953.500000 Penalty: 5347.951172
	Iteration 23Q: 3 clusters Score -6757954 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 47464 members 
Entering Unmasked Estep 
Score: -6757984.500000 Penalty: 5347.951172
	Iteration 24Q: 3 clusters Score -6757984 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -6758013.500000 Penalty: 5347.951172
	Iteration 25Q: 3 clusters Score -6758014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -6758032.000000 Penalty: 5347.951172
	Iteration 26Q: 3 clusters Score -6758032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -6758056.500000 Penalty: 5347.951172
	Iteration 27Q: 3 clusters Score -6758056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -6758086.500000 Penalty: 5347.951172
	Iteration 28Q: 3 clusters Score -6758086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -6758098.000000 Penalty: 5347.951172
	Iteration 29Q: 3 clusters Score -6758098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -6758105.500000 Penalty: 5347.951172
	Iteration 30Q: 3 clusters Score -6758106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -6758112.500000 Penalty: 5347.951172
	Iteration 31Q: 3 clusters Score -6758112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -6758127.000000 Penalty: 5347.951172
	Iteration 32Q: 3 clusters Score -6758127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -6758130.000000 Penalty: 5347.951172
	Iteration 33Q: 3 clusters Score -6758130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -6758136.500000 Penalty: 5347.951172
	Iteration 34Q: 3 clusters Score -6758136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -6758143.000000 Penalty: 5347.951172
	Iteration 35Q: 3 clusters Score -6758143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -6758142.500000 Penalty: 5347.951172
	Iteration 36Q: 3 clusters Score -6758142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -6758146.000000 Penalty: 5347.951172
	Iteration 37Q: 3 clusters Score -6758146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -6758149.000000 Penalty: 5347.951172
	Iteration 38Q: 3 clusters Score -6758149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -6758153.500000 Penalty: 5347.951172
	Iteration 39Q: 3 clusters Score -6758154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -6758172.000000 Penalty: 5347.951172
	Iteration 40F: 3 clusters Score -6758172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -6758187.500000 Penalty: 5347.951172
	Iteration 41Q: 3 clusters Score -6758188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -6758180.500000 Penalty: 5347.951172
	Iteration 42Q: 3 clusters Score -6758180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -6758187.000000 Penalty: 5347.951172
	Iteration 43Q: 3 clusters Score -6758187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -6758194.000000 Penalty: 5347.951172
	Iteration 44Q: 3 clusters Score -6758194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -6758196.000000 Penalty: 5347.951172
	Iteration 45Q: 3 clusters Score -6758196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -6758194.000000 Penalty: 5347.951172
	Iteration 46Q: 3 clusters Score -6758194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -6758197.500000 Penalty: 5347.951172
	Iteration 47Q: 3 clusters Score -6758198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -6758207.500000 Penalty: 5347.951172
	Iteration 48Q: 3 clusters Score -6758208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -6758208.000000 Penalty: 5347.951172
	Iteration 49Q: 3 clusters Score -6758208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -6758210.500000 Penalty: 5347.951172
	Iteration 50Q: 3 clusters Score -6758210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -6758210.500000 Penalty: 5347.951172
	Iteration 51F: 3 clusters Score -6758210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -37193.503906 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -37193.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35908.789062 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -35908.79 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36017.628906 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -36017.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36047.964844 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -36047.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36057.308594 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -36057.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36059.644531 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -36059.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36059.644531 Penalty: 2822.418457
	Iteration 5F: 3 clusters Score -36059.64 nChanged 0
--- Evaluating fit on full set of 3160532 points ---
Entering Unmasked Estep 
Score: -420044384.000000 Penalty: 111348.914062
25->31 Clusters: Score -420044384.000000, best is -420402016.000000

Main iterations: 0 (time per=infms)
Total iterations: 92853 (time per=386.237268ms)
Iterations metric 2: 6003891372032.000000 (time per=5.973341ns)
Iterations metric 3: 180122539786240.000000 (time per=199.104949ps)

That took 35863.289062 seconds.
